warning: commands will be executed using /bin/sh
job 3576 at Thu Aug 27 10:02:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse41-150826/YutaMouse41-150826
ElecNo	1
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 13.55 and 20.33 GB of RAM.
Memory request: 6.78 GB would take us to total of 6.78 GB.
----------------------------------------------------------
Loaded 3773768 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 2.26 GB would take us to total of 9.04 GB.
------ Running on subset of 1257922 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 4 (3053 points): Lose 108.621251 but Gain 2282.307903
Iteration 0F (110.560000 sec): 19 clusters
  Score: Raw -124234465.990531 + Penalty 41081.542255 = -124193384.448276
  nChanged 1190008
Iteration 1F (152.130000 sec): 19 clusters
  Score: Raw -130025354.130673 + Penalty 41081.542255 = -129984272.588418
  nChanged 603171
Iteration 2F (196.780000 sec): 19 clusters
  Score: Raw -131806868.385822 + Penalty 41081.542255 = -131765786.843567
  nChanged 346859
Deleting Class 8 (1704 points): Lose 2231.454676 but Gain 2282.307903
Iteration 3F (240.630000 sec): 18 clusters
  Score: Raw -132570232.236101 + Penalty 38799.234352 = -132531433.001749
  nChanged 202225
Iteration 4F (279.410000 sec): 18 clusters
  Score: Raw -132930734.228928 + Penalty 38799.234352 = -132891934.994576
  nChanged 125637
Iteration 5F (324.080000 sec): 18 clusters
  Score: Raw -133111807.341144 + Penalty 38799.234352 = -133073008.106792
  nChanged 89419
Iteration 6F (369.080000 sec): 18 clusters
  Score: Raw -133237604.793149 + Penalty 38799.234352 = -133198805.558797
  nChanged 67210
Iteration 7F (411.820000 sec): 18 clusters
  Score: Raw -133324554.758892 + Penalty 38799.234352 = -133285755.524540
  nChanged 51486
Iteration 8Q (445.390000 sec): 18 clusters
  Score: Raw -133373438.058315 + Penalty 38799.234352 = -133334638.823963
  nChanged 38834
Iteration 9Q (478.610000 sec): 18 clusters
  Score: Raw -133401138.355082 + Penalty 38799.234352 = -133362339.120730
  nChanged 30659
Iteration 10Q (510.120000 sec): 18 clusters
  Score: Raw -133420152.121446 + Penalty 38799.234352 = -133381352.887094
  nChanged 26399
Iteration 11Q (541.990000 sec): 18 clusters
  Score: Raw -133434901.881346 + Penalty 38799.234352 = -133396102.646994
  nChanged 23333
Iteration 12Q (573.350000 sec): 18 clusters
  Score: Raw -133446695.614718 + Penalty 38799.234352 = -133407896.380366
  nChanged 20430
Iteration 13Q (604.740000 sec): 18 clusters
  Score: Raw -133456681.750419 + Penalty 38799.234352 = -133417882.516067
  nChanged 17584
Iteration 14Q (638.260000 sec): 18 clusters
  Score: Raw -133464988.991707 + Penalty 38799.234352 = -133426189.757355
  nChanged 15051
Iteration 15Q (670.870000 sec): 18 clusters
  Score: Raw -133470769.176913 + Penalty 38799.234352 = -133431969.942561
  nChanged 12812
Iteration 16Q (702.590000 sec): 18 clusters
  Score: Raw -133474571.546666 + Penalty 38799.234352 = -133435772.312314
  nChanged 11143
Iteration 17Q (736.670000 sec): 18 clusters
  Score: Raw -133477526.388833 + Penalty 38799.234352 = -133438727.154481
  nChanged 9935
Iteration 18Q (763.850000 sec): 18 clusters
  Score: Raw -133479972.925943 + Penalty 38799.234352 = -133441173.691591
  nChanged 9174
Iteration 19Q (794.940000 sec): 18 clusters
  Score: Raw -133482103.103700 + Penalty 38799.234352 = -133443303.869348
  nChanged 8307
Writing temp clu file 
Because OldScore, -133441173.691591, is greater than current (better) Score,-133443303.869348 
 Compute initial score before splitting:   Score: Raw -133482103.103700 + Penalty 38799.234352 = -133443303.869348
Memory request: 0.08 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (41515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (795.510000 sec): 2 clusters
  Score: Raw -4449099.100994 + Penalty 1727.994139 = -4447371.106855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (795.840000 sec): 3 clusters
  Score: Raw -4422889.385988 + Penalty 3455.988278 = -4419433.397710
  nChanged 19508
		SP:Iteration 1F (796.190000 sec): 3 clusters
  Score: Raw -4434955.405999 + Penalty 3455.988278 = -4431499.417721
  nChanged 2958
		SP:Iteration 2F (796.550000 sec): 3 clusters
  Score: Raw -4437022.049105 + Penalty 3455.988278 = -4433566.060827
  nChanged 3441
		SP:Iteration 3F (796.900000 sec): 3 clusters
  Score: Raw -4439717.105911 + Penalty 3455.988278 = -4436261.117633
  nChanged 3570
		SP:Iteration 4F (797.260000 sec): 3 clusters
  Score: Raw -4442366.042952 + Penalty 3455.988278 = -4438910.054674
  nChanged 2995
		SP:Iteration 5F (797.630000 sec): 3 clusters
  Score: Raw -4444135.550728 + Penalty 3455.988278 = -4440679.562450
  nChanged 2226
		SP:Iteration 6F (797.990000 sec): 3 clusters
  Score: Raw -4445165.251899 + Penalty 3455.988278 = -4441709.263621
  nChanged 1562
		SP:Iteration 7Q (798.400000 sec): 3 clusters
  Score: Raw -4445777.306196 + Penalty 3455.988278 = -4442321.317918
  nChanged 1192
		SP:Iteration 8Q (798.790000 sec): 3 clusters
  Score: Raw -4446172.606557 + Penalty 3455.988278 = -4442716.618279
  nChanged 986
		SP:Iteration 9Q (799.180000 sec): 3 clusters
  Score: Raw -4446527.513173 + Penalty 3455.988278 = -4443071.524895
  nChanged 862
		SP:Iteration 10Q (799.540000 sec): 3 clusters
  Score: Raw -4446863.674683 + Penalty 3455.988278 = -4443407.686405
  nChanged 823
		SP:Iteration 11Q (799.930000 sec): 3 clusters
  Score: Raw -4447200.099986 + Penalty 3455.988278 = -4443744.111708
  nChanged 793
		SP:Iteration 12Q (800.310000 sec): 3 clusters
  Score: Raw -4447550.503976 + Penalty 3455.988278 = -4444094.515698
  nChanged 734
		SP:Iteration 13Q (800.640000 sec): 3 clusters
  Score: Raw -4447876.289632 + Penalty 3455.988278 = -4444420.301354
  nChanged 652
		SP:Iteration 14Q (801.000000 sec): 3 clusters
  Score: Raw -4448172.175986 + Penalty 3455.988278 = -4444716.187708
  nChanged 568
		SP:Iteration 15Q (801.440000 sec): 3 clusters
  Score: Raw -4448436.962818 + Penalty 3455.988278 = -4444980.974540
  nChanged 559
		SP:Iteration 16Q (801.850000 sec): 3 clusters
  Score: Raw -4448708.285184 + Penalty 3455.988278 = -4445252.296906
  nChanged 537
		SP:Iteration 17Q (802.220000 sec): 3 clusters
  Score: Raw -4448977.567369 + Penalty 3455.988278 = -4445521.579091
  nChanged 534
		SP:Iteration 18Q (802.660000 sec): 3 clusters
  Score: Raw -4449271.164154 + Penalty 3455.988278 = -4445815.175876
  nChanged 564
		SP:Iteration 19Q (803.050000 sec): 3 clusters
  Score: Raw -4449600.098203 + Penalty 3455.988278 = -4446144.109925
  nChanged 608
		SP:Iteration 20F (803.420000 sec): 3 clusters
  Score: Raw -4449996.923547 + Penalty 3455.988278 = -4446540.935269
  nChanged 669
		SP:Iteration 21Q (803.860000 sec): 3 clusters
  Score: Raw -4450497.694957 + Penalty 3455.988278 = -4447041.706679
  nChanged 765
		SP:Iteration 22Q (804.280000 sec): 3 clusters
  Score: Raw -4451137.804578 + Penalty 3455.988278 = -4447681.816300
  nChanged 853
		SP:Iteration 23Q (804.610000 sec): 3 clusters
  Score: Raw -4451824.669049 + Penalty 3455.988278 = -4448368.680771
  nChanged 832
		SP:Iteration 24Q (804.940000 sec): 3 clusters
  Score: Raw -4452391.077572 + Penalty 3455.988278 = -4448935.089294
  nChanged 714
		SP:Iteration 25Q (805.300000 sec): 3 clusters
  Score: Raw -4452796.069750 + Penalty 3455.988278 = -4449340.081472
  nChanged 591
		SP:Iteration 26Q (805.690000 sec): 3 clusters
  Score: Raw -4453128.557253 + Penalty 3455.988278 = -4449672.568975
  nChanged 572
		SP:Iteration 27Q (806.090000 sec): 3 clusters
  Score: Raw -4453470.716805 + Penalty 3455.988278 = -4450014.728527
  nChanged 570
		SP:Iteration 28Q (806.430000 sec): 3 clusters
  Score: Raw -4453836.608778 + Penalty 3455.988278 = -4450380.620500
  nChanged 583
		SP:Iteration 29Q (806.800000 sec): 3 clusters
  Score: Raw -4454279.446359 + Penalty 3455.988278 = -4450823.458080
  nChanged 614
		SP:Iteration 30Q (807.100000 sec): 3 clusters
  Score: Raw -4454825.842425 + Penalty 3455.988278 = -4451369.854147
  nChanged 578
		SP:Iteration 31Q (807.420000 sec): 3 clusters
  Score: Raw -4455291.264333 + Penalty 3455.988278 = -4451835.276055
  nChanged 520
		SP:Iteration 32Q (807.860000 sec): 3 clusters
  Score: Raw -4455623.324516 + Penalty 3455.988278 = -4452167.336238
  nChanged 438
		SP:Iteration 33Q (808.230000 sec): 3 clusters
  Score: Raw -4455835.943202 + Penalty 3455.988278 = -4452379.954924
  nChanged 336
		SP:Iteration 34Q (808.600000 sec): 3 clusters
  Score: Raw -4455960.202711 + Penalty 3455.988278 = -4452504.214433
  nChanged 253
		SP:Iteration 35Q (808.980000 sec): 3 clusters
  Score: Raw -4456025.793049 + Penalty 3455.988278 = -4452569.804771
  nChanged 193
		SP:Iteration 36Q (809.300000 sec): 3 clusters
  Score: Raw -4456065.251098 + Penalty 3455.988278 = -4452609.262820
  nChanged 150
		SP:Iteration 37Q (809.680000 sec): 3 clusters
  Score: Raw -4456091.654983 + Penalty 3455.988278 = -4452635.666705
  nChanged 106
		SP:Iteration 38Q (810.010000 sec): 3 clusters
  Score: Raw -4456104.090959 + Penalty 3455.988278 = -4452648.102681
  nChanged 83
		SP:Iteration 39Q (810.370000 sec): 3 clusters
  Score: Raw -4456113.533865 + Penalty 3455.988278 = -4452657.545586
  nChanged 65
		SP:Iteration 40F (810.730000 sec): 3 clusters
  Score: Raw -4456122.285937 + Penalty 3455.988278 = -4452666.297659
  nChanged 56
		SP:Iteration 41Q (811.110000 sec): 3 clusters
  Score: Raw -4456126.916564 + Penalty 3455.988278 = -4452670.928285
  nChanged 40
		SP:Iteration 42Q (811.500000 sec): 3 clusters
  Score: Raw -4456129.873910 + Penalty 3455.988278 = -4452673.885632
  nChanged 28
		SP:Iteration 43Q (811.870000 sec): 3 clusters
  Score: Raw -4456131.514721 + Penalty 3455.988278 = -4452675.526443
  nChanged 20
		SP:Iteration 44Q (812.240000 sec): 3 clusters
  Score: Raw -4456132.464085 + Penalty 3455.988278 = -4452676.475807
  nChanged 14
		SP:Iteration 45Q (812.640000 sec): 3 clusters
  Score: Raw -4456133.117845 + Penalty 3455.988278 = -4452677.129567
  nChanged 12
		SP:Iteration 46Q (813.020000 sec): 3 clusters
  Score: Raw -4456133.655555 + Penalty 3455.988278 = -4452677.667277
  nChanged 7
		SP:Iteration 47Q (813.340000 sec): 3 clusters
  Score: Raw -4456133.877662 + Penalty 3455.988278 = -4452677.889384
  nChanged 7
		SP:Iteration 48Q (813.750000 sec): 3 clusters
  Score: Raw -4456134.036987 + Penalty 3455.988278 = -4452678.048709
  nChanged 4
		SP:Iteration 49Q (814.160000 sec): 3 clusters
  Score: Raw -4456134.178087 + Penalty 3455.988278 = -4452678.189809
  nChanged 4
		SP:Iteration 50Q (814.570000 sec): 3 clusters
  Score: Raw -4456134.328004 + Penalty 3455.988278 = -4452678.339726
  nChanged 4
		SP:Iteration 51Q (814.980000 sec): 3 clusters
  Score: Raw -4456134.454159 + Penalty 3455.988278 = -4452678.465881
  nChanged 4
		SP:Iteration 52Q (815.380000 sec): 3 clusters
  Score: Raw -4456134.583380 + Penalty 3455.988278 = -4452678.595102
  nChanged 2
		SP:Iteration 53Q (815.740000 sec): 3 clusters
  Score: Raw -4456134.636477 + Penalty 3455.988278 = -4452678.648199
  nChanged 2
		SP:Iteration 54Q (816.140000 sec): 3 clusters
  Score: Raw -4456134.671750 + Penalty 3455.988278 = -4452678.683472
  nChanged 2
		SP:Iteration 55Q (816.480000 sec): 3 clusters
  Score: Raw -4456134.795668 + Penalty 3455.988278 = -4452678.807390
  nChanged 3
		SP:Iteration 56Q (816.860000 sec): 3 clusters
  Score: Raw -4456134.971103 + Penalty 3455.988278 = -4452678.982825
  nChanged 3
		SP:Iteration 57Q (817.170000 sec): 3 clusters
  Score: Raw -4456135.062423 + Penalty 3455.988278 = -4452679.074144
  nChanged 0
		SP:Iteration 58F (817.590000 sec): 3 clusters
  Score: Raw -4456135.062423 + Penalty 3455.988278 = -4452679.074144
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (31731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (817.820000 sec): 2 clusters
  Score: Raw -3265508.157885 + Penalty 1684.320527 = -3263823.837358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (818.160000 sec): 3 clusters
  Score: Raw -3246025.627784 + Penalty 3368.641055 = -3242656.986729
  nChanged 14663
		SP:Iteration 1F (818.460000 sec): 3 clusters
  Score: Raw -3257793.514453 + Penalty 3368.641055 = -3254424.873398
  nChanged 3797
		SP:Iteration 2F (818.810000 sec): 3 clusters
  Score: Raw -3265349.437808 + Penalty 3368.641055 = -3261980.796753
  nChanged 4359
		SP:Iteration 3F (819.100000 sec): 3 clusters
  Score: Raw -3272367.462520 + Penalty 3368.641055 = -3268998.821465
  nChanged 2917
		SP:Iteration 4F (819.470000 sec): 3 clusters
  Score: Raw -3276458.577699 + Penalty 3368.641055 = -3273089.936644
  nChanged 1763
		SP:Iteration 5F (819.840000 sec): 3 clusters
  Score: Raw -3279408.616941 + Penalty 3368.641055 = -3276039.975886
  nChanged 1251
		SP:Iteration 6Q (820.130000 sec): 3 clusters
  Score: Raw -3281735.285669 + Penalty 3368.641055 = -3278366.644614
  nChanged 911
		SP:Iteration 7Q (820.460000 sec): 3 clusters
  Score: Raw -3282901.994546 + Penalty 3368.641055 = -3279533.353491
  nChanged 584
		SP:Iteration 8Q (820.790000 sec): 3 clusters
  Score: Raw -3283377.737157 + Penalty 3368.641055 = -3280009.096102
  nChanged 299
		SP:Iteration 9Q (821.130000 sec): 3 clusters
  Score: Raw -3283511.315348 + Penalty 3368.641055 = -3280142.674293
  nChanged 140
		SP:Iteration 10Q (821.500000 sec): 3 clusters
  Score: Raw -3283542.820000 + Penalty 3368.641055 = -3280174.178945
  nChanged 66
		SP:Iteration 11Q (821.860000 sec): 3 clusters
  Score: Raw -3283554.470153 + Penalty 3368.641055 = -3280185.829098
  nChanged 40
		SP:Iteration 12Q (822.190000 sec): 3 clusters
  Score: Raw -3283559.267052 + Penalty 3368.641055 = -3280190.625997
  nChanged 25
		SP:Iteration 13Q (822.520000 sec): 3 clusters
  Score: Raw -3283562.148623 + Penalty 3368.641055 = -3280193.507568
  nChanged 17
		SP:Iteration 14Q (822.840000 sec): 3 clusters
  Score: Raw -3283563.569314 + Penalty 3368.641055 = -3280194.928259
  nChanged 14
		SP:Iteration 15Q (823.220000 sec): 3 clusters
  Score: Raw -3283565.201562 + Penalty 3368.641055 = -3280196.560507
  nChanged 15
		SP:Iteration 16Q (823.500000 sec): 3 clusters
  Score: Raw -3283566.249389 + Penalty 3368.641055 = -3280197.608334
  nChanged 8
		SP:Iteration 17Q (823.840000 sec): 3 clusters
  Score: Raw -3283568.421452 + Penalty 3368.641055 = -3280199.780397
  nChanged 7
		SP:Iteration 18Q (824.140000 sec): 3 clusters
  Score: Raw -3283568.951459 + Penalty 3368.641055 = -3280200.310404
  nChanged 8
		SP:Iteration 19Q (824.460000 sec): 3 clusters
  Score: Raw -3283569.312092 + Penalty 3368.641055 = -3280200.671037
  nChanged 3
		SP:Iteration 20F (824.800000 sec): 3 clusters
  Score: Raw -3283569.497152 + Penalty 3368.641055 = -3280200.856097
  nChanged 2
		SP:Iteration 21Q (825.070000 sec): 3 clusters
  Score: Raw -3283569.575614 + Penalty 3368.641055 = -3280200.934559
  nChanged 0
		SP:Iteration 22F (825.430000 sec): 3 clusters
  Score: Raw -3283569.575614 + Penalty 3368.641055 = -3280200.934559
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 8.
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (16205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (825.570000 sec): 2 clusters
  Score: Raw -1677071.792949 + Penalty 1575.124706 = -1675496.668243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (825.820000 sec): 3 clusters
  Score: Raw -1667537.857302 + Penalty 3150.249413 = -1664387.607889
  nChanged 7322
		SP:Iteration 1F (826.090000 sec): 3 clusters
  Score: Raw -1673945.015336 + Penalty 3150.249413 = -1670794.765923
  nChanged 2313
		SP:Iteration 2F (826.320000 sec): 3 clusters
  Score: Raw -1680449.489734 + Penalty 3150.249413 = -1677299.240321
  nChanged 2604
		SP:Iteration 3F (826.560000 sec): 3 clusters
  Score: Raw -1686397.136339 + Penalty 3150.249413 = -1683246.886926
  nChanged 1379
		SP:Iteration 4F (826.790000 sec): 3 clusters
  Score: Raw -1688875.789390 + Penalty 3150.249413 = -1685725.539978
  nChanged 696
		SP:Iteration 5Q (827.060000 sec): 3 clusters
  Score: Raw -1690542.217756 + Penalty 3150.249413 = -1687391.968344
  nChanged 863
		SP:Iteration 6F (827.290000 sec): 3 clusters
  Score: Raw -1693833.536668 + Penalty 3150.249413 = -1690683.287255
  nChanged 1231
		SP:Iteration 7F (827.540000 sec): 3 clusters
  Score: Raw -1699784.493952 + Penalty 3150.249413 = -1696634.244539
  nChanged 459
		SP:Iteration 8Q (827.740000 sec): 3 clusters
  Score: Raw -1703553.320980 + Penalty 3150.249413 = -1700403.071567
  nChanged 107
		SP:Iteration 9Q (827.970000 sec): 3 clusters
  Score: Raw -1704153.571998 + Penalty 3150.249413 = -1701003.322586
  nChanged 67
		SP:Iteration 10Q (828.230000 sec): 3 clusters
  Score: Raw -1704370.170922 + Penalty 3150.249413 = -1701219.921510
  nChanged 47
		SP:Iteration 11Q (828.460000 sec): 3 clusters
  Score: Raw -1704484.488811 + Penalty 3150.249413 = -1701334.239398
  nChanged 29
		SP:Iteration 12Q (828.720000 sec): 3 clusters
  Score: Raw -1704520.694564 + Penalty 3150.249413 = -1701370.445152
  nChanged 16
		SP:Iteration 13Q (828.940000 sec): 3 clusters
  Score: Raw -1704530.999818 + Penalty 3150.249413 = -1701380.750406
  nChanged 5
		SP:Iteration 14Q (829.210000 sec): 3 clusters
  Score: Raw -1704534.210233 + Penalty 3150.249413 = -1701383.960821
  nChanged 5
		SP:Iteration 15Q (829.440000 sec): 3 clusters
  Score: Raw -1704536.233591 + Penalty 3150.249413 = -1701385.984178
  nChanged 6
		SP:Iteration 16Q (829.660000 sec): 3 clusters
  Score: Raw -1704541.067639 + Penalty 3150.249413 = -1701390.818226
  nChanged 5
		SP:Iteration 17Q (829.900000 sec): 3 clusters
  Score: Raw -1704542.362679 + Penalty 3150.249413 = -1701392.113267
  nChanged 2
		SP:Iteration 18Q (830.150000 sec): 3 clusters
  Score: Raw -1704544.761752 + Penalty 3150.249413 = -1701394.512340
  nChanged 1
		SP:Iteration 19Q (830.330000 sec): 3 clusters
  Score: Raw -1704544.966435 + Penalty 3150.249413 = -1701394.717023
  nChanged 0
		SP:Iteration 20F (830.570000 sec): 3 clusters
  Score: Raw -1704545.946816 + Penalty 3150.249413 = -1701395.697403
  nChanged 4
		SP:Iteration 21Q (830.830000 sec): 3 clusters
  Score: Raw -1704546.952525 + Penalty 3150.249413 = -1701396.703112
  nChanged 0
		SP:Iteration 22F (831.060000 sec): 3 clusters
  Score: Raw -1704546.952525 + Penalty 3150.249413 = -1701396.703112
  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 9.11 GB.

 Trying to split cluster 5 (504863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (833.420000 sec): 2 clusters
  Score: Raw -56225569.675450 + Penalty 2133.956887 = -56223435.718562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (835.420000 sec): 3 clusters
  Score: Raw -55885961.907576 + Penalty 4267.913775 = -55881693.993801
  nChanged 246824
		SP:Iteration 1F (837.620000 sec): 3 clusters
  Score: Raw -56043265.475358 + Penalty 4267.913775 = -56038997.561583
  nChanged 29702
		SP:Iteration 2F (839.920000 sec): 3 clusters
  Score: Raw -56059588.853491 + Penalty 4267.913775 = -56055320.939716
  nChanged 38309
		SP:Iteration 3F (842.500000 sec): 3 clusters
  Score: Raw -56085291.902237 + Penalty 4267.913775 = -56081023.988462
  nChanged 41242
		SP:Iteration 4F (844.660000 sec): 3 clusters
  Score: Raw -56113624.308057 + Penalty 4267.913775 = -56109356.394282
  nChanged 35656
		SP:Iteration 5F (846.860000 sec): 3 clusters
  Score: Raw -56135780.041885 + Penalty 4267.913775 = -56131512.128110
  nChanged 27114
		SP:Iteration 6F (849.510000 sec): 3 clusters
  Score: Raw -56152003.607888 + Penalty 4267.913775 = -56147735.694113
  nChanged 21072
		SP:Iteration 7Q (852.310000 sec): 3 clusters
  Score: Raw -56166358.613492 + Penalty 4267.913775 = -56162090.699717
  nChanged 18368
		SP:Iteration 8Q (855.440000 sec): 3 clusters
  Score: Raw -56180568.104668 + Penalty 4267.913775 = -56176300.190893
  nChanged 15958
		SP:Iteration 9Q (858.450000 sec): 3 clusters
  Score: Raw -56193358.800228 + Penalty 4267.913775 = -56189090.886453
  nChanged 12995
		SP:Iteration 10Q (861.390000 sec): 3 clusters
  Score: Raw -56203699.391108 + Penalty 4267.913775 = -56199431.477333
  nChanged 9979
		SP:Iteration 11Q (863.720000 sec): 3 clusters
  Score: Raw -56211516.042650 + Penalty 4267.913775 = -56207248.128875
  nChanged 7276
		SP:Iteration 12Q (865.860000 sec): 3 clusters
  Score: Raw -56216956.255066 + Penalty 4267.913775 = -56212688.341291
  nChanged 4963
		SP:Iteration 13Q (868.370000 sec): 3 clusters
  Score: Raw -56220401.774657 + Penalty 4267.913775 = -56216133.860882
  nChanged 3309
		SP:Iteration 14Q (870.830000 sec): 3 clusters
  Score: Raw -56222552.355415 + Penalty 4267.913775 = -56218284.441640
  nChanged 2226
		SP:Iteration 15Q (873.030000 sec): 3 clusters
  Score: Raw -56223917.175703 + Penalty 4267.913775 = -56219649.261928
  nChanged 1364
		SP:Iteration 16Q (875.520000 sec): 3 clusters
  Score: Raw -56224666.610661 + Penalty 4267.913775 = -56220398.696886
  nChanged 815
		SP:Iteration 17Q (878.110000 sec): 3 clusters
  Score: Raw -56225069.760112 + Penalty 4267.913775 = -56220801.846337
  nChanged 541
		SP:Iteration 18Q (880.090000 sec): 3 clusters
  Score: Raw -56225321.460244 + Penalty 4267.913775 = -56221053.546469
  nChanged 383
		SP:Iteration 19Q (882.400000 sec): 3 clusters
  Score: Raw -56225503.509436 + Penalty 4267.913775 = -56221235.595661
  nChanged 258
		SP:Iteration 20F (885.130000 sec): 3 clusters
  Score: Raw -56225627.734780 + Penalty 4267.913775 = -56221359.821005
  nChanged 199
		SP:Iteration 21Q (887.460000 sec): 3 clusters
  Score: Raw -56225722.271466 + Penalty 4267.913775 = -56221454.357691
  nChanged 133
		SP:Iteration 22Q (889.580000 sec): 3 clusters
  Score: Raw -56225779.268286 + Penalty 4267.913775 = -56221511.354511
  nChanged 104
		SP:Iteration 23Q (891.920000 sec): 3 clusters
  Score: Raw -56225825.164317 + Penalty 4267.913775 = -56221557.250543
  nChanged 89
		SP:Iteration 24Q (894.370000 sec): 3 clusters
  Score: Raw -56225864.835869 + Penalty 4267.913775 = -56221596.922094
  nChanged 77
		SP:Iteration 25Q (897.140000 sec): 3 clusters
  Score: Raw -56225897.209409 + Penalty 4267.913775 = -56221629.295635
  nChanged 53
		SP:Iteration 26Q (899.350000 sec): 3 clusters
  Score: Raw -56225918.848448 + Penalty 4267.913775 = -56221650.934673
  nChanged 49
		SP:Iteration 27Q (901.270000 sec): 3 clusters
  Score: Raw -56225938.714369 + Penalty 4267.913775 = -56221670.800594
  nChanged 40
		SP:Iteration 28Q (903.570000 sec): 3 clusters
  Score: Raw -56225956.835831 + Penalty 4267.913775 = -56221688.922057
  nChanged 28
		SP:Iteration 29Q (905.710000 sec): 3 clusters
  Score: Raw -56225968.182844 + Penalty 4267.913775 = -56221700.269069
  nChanged 19
		SP:Iteration 30Q (907.780000 sec): 3 clusters
  Score: Raw -56225975.977517 + Penalty 4267.913775 = -56221708.063742
  nChanged 27
		SP:Iteration 31Q (909.670000 sec): 3 clusters
  Score: Raw -56225986.056174 + Penalty 4267.913775 = -56221718.142399
  nChanged 19
		SP:Iteration 32Q (911.690000 sec): 3 clusters
  Score: Raw -56225993.501585 + Penalty 4267.913775 = -56221725.587811
  nChanged 13
		SP:Iteration 33Q (913.960000 sec): 3 clusters
  Score: Raw -56225998.585900 + Penalty 4267.913775 = -56221730.672125
  nChanged 16
		SP:Iteration 34Q (916.170000 sec): 3 clusters
  Score: Raw -56226004.463716 + Penalty 4267.913775 = -56221736.549941
  nChanged 13
		SP:Iteration 35Q (918.580000 sec): 3 clusters
  Score: Raw -56226009.649395 + Penalty 4267.913775 = -56221741.735620
  nChanged 8
		SP:Iteration 36Q (920.780000 sec): 3 clusters
  Score: Raw -56226013.305556 + Penalty 4267.913775 = -56221745.391781
  nChanged 15
		SP:Iteration 37Q (923.090000 sec): 3 clusters
  Score: Raw -56226018.030794 + Penalty 4267.913775 = -56221750.117019
  nChanged 6
		SP:Iteration 38Q (925.280000 sec): 3 clusters
  Score: Raw -56226019.666909 + Penalty 4267.913775 = -56221751.753134
  nChanged 4
		SP:Iteration 39Q (927.470000 sec): 3 clusters
  Score: Raw -56226020.544286 + Penalty 4267.913775 = -56221752.630511
  nChanged 2
		SP:Iteration 40F (930.330000 sec): 3 clusters
  Score: Raw -56226020.919879 + Penalty 4267.913775 = -56221753.006104
  nChanged 2
		SP:Iteration 41Q (932.620000 sec): 3 clusters
  Score: Raw -56226021.521218 + Penalty 4267.913775 = -56221753.607443
  nChanged 2
		SP:Iteration 42Q (934.960000 sec): 3 clusters
  Score: Raw -56226022.310227 + Penalty 4267.913775 = -56221754.396452
  nChanged 3
		SP:Iteration 43Q (937.220000 sec): 3 clusters
  Score: Raw -56226023.041577 + Penalty 4267.913775 = -56221755.127802
  nChanged 2
		SP:Iteration 44Q (939.350000 sec): 3 clusters
  Score: Raw -56226023.522939 + Penalty 4267.913775 = -56221755.609165
  nChanged 1
		SP:Iteration 45Q (941.430000 sec): 3 clusters
  Score: Raw -56226024.041271 + Penalty 4267.913775 = -56221756.127496
  nChanged 1
		SP:Iteration 46Q (943.490000 sec): 3 clusters
  Score: Raw -56226024.499410 + Penalty 4267.913775 = -56221756.585635
  nChanged 3
		SP:Iteration 47Q (945.630000 sec): 3 clusters
  Score: Raw -56226025.394914 + Penalty 4267.913775 = -56221757.481139
  nChanged 2
		SP:Iteration 48Q (947.960000 sec): 3 clusters
  Score: Raw -56226025.871767 + Penalty 4267.913775 = -56221757.957992
  nChanged 3
		SP:Iteration 49Q (950.200000 sec): 3 clusters
  Score: Raw -56226026.849762 + Penalty 4267.913775 = -56221758.935987
  nChanged 1
		SP:Iteration 50Q (952.670000 sec): 3 clusters
  Score: Raw -56226027.021633 + Penalty 4267.913775 = -56221759.107858
  nChanged 0
		SP:Iteration 51F (955.220000 sec): 3 clusters
  Score: Raw -56226027.021633 + Penalty 4267.913775 = -56221759.107858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (12478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (955.650000 sec): 2 clusters
  Score: Raw -1379073.148176 + Penalty 1532.654886 = -1377540.493290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (955.890000 sec): 3 clusters
  Score: Raw -1371912.183836 + Penalty 3065.309771 = -1368846.874065
  nChanged 5476
		SP:Iteration 1F (956.120000 sec): 3 clusters
  Score: Raw -1374975.597961 + Penalty 3065.309771 = -1371910.288190
  nChanged 800
		SP:Iteration 2F (956.350000 sec): 3 clusters
  Score: Raw -1375413.774808 + Penalty 3065.309771 = -1372348.465037
  nChanged 766
		SP:Iteration 3F (956.570000 sec): 3 clusters
  Score: Raw -1375853.992899 + Penalty 3065.309771 = -1372788.683128
  nChanged 736
		SP:Iteration 4F (956.790000 sec): 3 clusters
  Score: Raw -1376322.104117 + Penalty 3065.309771 = -1373256.794346
  nChanged 822
		SP:Iteration 5F (957.000000 sec): 3 clusters
  Score: Raw -1376926.071680 + Penalty 3065.309771 = -1373860.761909
  nChanged 875
		SP:Iteration 6F (957.230000 sec): 3 clusters
  Score: Raw -1377629.015919 + Penalty 3065.309771 = -1374563.706148
  nChanged 819
		SP:Iteration 7F (957.490000 sec): 3 clusters
  Score: Raw -1378375.713113 + Penalty 3065.309771 = -1375310.403342
  nChanged 749
		SP:Iteration 8F (957.670000 sec): 3 clusters
  Score: Raw -1379088.590789 + Penalty 3065.309771 = -1376023.281018
  nChanged 555
		SP:Iteration 9Q (957.950000 sec): 3 clusters
  Score: Raw -1379580.001831 + Penalty 3065.309771 = -1376514.692060
  nChanged 336
		SP:Iteration 10Q (958.170000 sec): 3 clusters
  Score: Raw -1379843.405275 + Penalty 3065.309771 = -1376778.095504
  nChanged 217
		SP:Iteration 11Q (958.400000 sec): 3 clusters
  Score: Raw -1380003.414049 + Penalty 3065.309771 = -1376938.104278
  nChanged 163
		SP:Iteration 12Q (958.600000 sec): 3 clusters
  Score: Raw -1380103.902342 + Penalty 3065.309771 = -1377038.592571
  nChanged 111
		SP:Iteration 13Q (958.840000 sec): 3 clusters
  Score: Raw -1380176.828018 + Penalty 3065.309771 = -1377111.518247
  nChanged 111
		SP:Iteration 14Q (959.120000 sec): 3 clusters
  Score: Raw -1380258.346093 + Penalty 3065.309771 = -1377193.036321
  nChanged 100
		SP:Iteration 15Q (959.330000 sec): 3 clusters
  Score: Raw -1380326.899031 + Penalty 3065.309771 = -1377261.589260
  nChanged 95
		SP:Iteration 16Q (959.550000 sec): 3 clusters
  Score: Raw -1380385.048410 + Penalty 3065.309771 = -1377319.738638
  nChanged 82
		SP:Iteration 17Q (959.800000 sec): 3 clusters
  Score: Raw -1380444.763853 + Penalty 3065.309771 = -1377379.454082
  nChanged 74
		SP:Iteration 18Q (960.010000 sec): 3 clusters
  Score: Raw -1380500.736280 + Penalty 3065.309771 = -1377435.426509
  nChanged 71
		SP:Iteration 19Q (960.240000 sec): 3 clusters
  Score: Raw -1380553.237431 + Penalty 3065.309771 = -1377487.927660
  nChanged 66
		SP:Iteration 20F (960.400000 sec): 3 clusters
  Score: Raw -1380749.755864 + Penalty 3065.309771 = -1377684.446092
  nChanged 136
		SP:Iteration 21Q (960.570000 sec): 3 clusters
  Score: Raw -1381042.047471 + Penalty 3065.309771 = -1377976.737700
  nChanged 179
		SP:Iteration 22Q (960.790000 sec): 3 clusters
  Score: Raw -1381236.228908 + Penalty 3065.309771 = -1378170.919137
  nChanged 181
		SP:Iteration 23Q (961.010000 sec): 3 clusters
  Score: Raw -1381411.673694 + Penalty 3065.309771 = -1378346.363923
  nChanged 189
		SP:Iteration 24Q (961.270000 sec): 3 clusters
  Score: Raw -1381578.461713 + Penalty 3065.309771 = -1378513.151942
  nChanged 192
		SP:Iteration 25Q (961.550000 sec): 3 clusters
  Score: Raw -1381734.834442 + Penalty 3065.309771 = -1378669.524670
  nChanged 200
		SP:Iteration 26Q (961.760000 sec): 3 clusters
  Score: Raw -1381869.978720 + Penalty 3065.309771 = -1378804.668949
  nChanged 176
		SP:Iteration 27Q (961.990000 sec): 3 clusters
  Score: Raw -1381961.355989 + Penalty 3065.309771 = -1378896.046218
  nChanged 153
		SP:Iteration 28Q (962.210000 sec): 3 clusters
  Score: Raw -1382028.914829 + Penalty 3065.309771 = -1378963.605058
  nChanged 132
		SP:Iteration 29Q (962.450000 sec): 3 clusters
  Score: Raw -1382079.305460 + Penalty 3065.309771 = -1379013.995689
  nChanged 114
		SP:Iteration 30Q (962.680000 sec): 3 clusters
  Score: Raw -1382115.234261 + Penalty 3065.309771 = -1379049.924490
  nChanged 109
		SP:Iteration 31Q (962.900000 sec): 3 clusters
  Score: Raw -1382154.212369 + Penalty 3065.309771 = -1379088.902598
  nChanged 91
		SP:Iteration 32Q (963.120000 sec): 3 clusters
  Score: Raw -1382176.610083 + Penalty 3065.309771 = -1379111.300312
  nChanged 84
		SP:Iteration 33Q (963.410000 sec): 3 clusters
  Score: Raw -1382193.035910 + Penalty 3065.309771 = -1379127.726139
  nChanged 50
		SP:Iteration 34Q (963.610000 sec): 3 clusters
  Score: Raw -1382202.540636 + Penalty 3065.309771 = -1379137.230865
  nChanged 56
		SP:Iteration 35Q (963.860000 sec): 3 clusters
  Score: Raw -1382213.605130 + Penalty 3065.309771 = -1379148.295359
  nChanged 50
		SP:Iteration 36Q (964.060000 sec): 3 clusters
  Score: Raw -1382223.929654 + Penalty 3065.309771 = -1379158.619883
  nChanged 42
		SP:Iteration 37Q (964.290000 sec): 3 clusters
  Score: Raw -1382230.300785 + Penalty 3065.309771 = -1379164.991014
  nChanged 39
		SP:Iteration 38Q (964.480000 sec): 3 clusters
  Score: Raw -1382235.202553 + Penalty 3065.309771 = -1379169.892782
  nChanged 25
		SP:Iteration 39Q (964.700000 sec): 3 clusters
  Score: Raw -1382239.232371 + Penalty 3065.309771 = -1379173.922600
  nChanged 25
		SP:Iteration 40F (964.950000 sec): 3 clusters
  Score: Raw -1382253.374715 + Penalty 3065.309771 = -1379188.064944
  nChanged 24
		SP:Iteration 41Q (965.170000 sec): 3 clusters
  Score: Raw -1382257.766558 + Penalty 3065.309771 = -1379192.456787
  nChanged 17
		SP:Iteration 42Q (965.430000 sec): 3 clusters
  Score: Raw -1382259.587208 + Penalty 3065.309771 = -1379194.277437
  nChanged 13
		SP:Iteration 43Q (965.670000 sec): 3 clusters
  Score: Raw -1382261.112930 + Penalty 3065.309771 = -1379195.803159
  nChanged 16
		SP:Iteration 44Q (965.940000 sec): 3 clusters
  Score: Raw -1382263.096505 + Penalty 3065.309771 = -1379197.786733
  nChanged 17
		SP:Iteration 45Q (966.140000 sec): 3 clusters
  Score: Raw -1382265.184727 + Penalty 3065.309771 = -1379199.874956
  nChanged 16
		SP:Iteration 46Q (966.400000 sec): 3 clusters
  Score: Raw -1382266.879569 + Penalty 3065.309771 = -1379201.569798
  nChanged 15
		SP:Iteration 47Q (966.660000 sec): 3 clusters
  Score: Raw -1382268.871789 + Penalty 3065.309771 = -1379203.562018
  nChanged 16
		SP:Iteration 48Q (966.950000 sec): 3 clusters
  Score: Raw -1382270.932105 + Penalty 3065.309771 = -1379205.622334
  nChanged 14
		SP:Iteration 49Q (967.220000 sec): 3 clusters
  Score: Raw -1382272.344143 + Penalty 3065.309771 = -1379207.034372
  nChanged 13
		SP:Iteration 50Q (967.440000 sec): 3 clusters
  Score: Raw -1382273.595951 + Penalty 3065.309771 = -1379208.286180
  nChanged 7
		SP:Iteration 51Q (967.620000 sec): 3 clusters
  Score: Raw -1382274.329241 + Penalty 3065.309771 = -1379209.019470
  nChanged 4
		SP:Iteration 52Q (967.880000 sec): 3 clusters
  Score: Raw -1382274.887458 + Penalty 3065.309771 = -1379209.577686
  nChanged 5
		SP:Iteration 53Q (968.060000 sec): 3 clusters
  Score: Raw -1382275.480336 + Penalty 3065.309771 = -1379210.170565
  nChanged 7
		SP:Iteration 54Q (968.340000 sec): 3 clusters
  Score: Raw -1382276.271120 + Penalty 3065.309771 = -1379210.961348
  nChanged 4
		SP:Iteration 55Q (968.540000 sec): 3 clusters
  Score: Raw -1382276.828400 + Penalty 3065.309771 = -1379211.518629
  nChanged 3
		SP:Iteration 56Q (968.760000 sec): 3 clusters
  Score: Raw -1382277.258892 + Penalty 3065.309771 = -1379211.949121
  nChanged 5
		SP:Iteration 57Q (969.080000 sec): 3 clusters
  Score: Raw -1382277.830045 + Penalty 3065.309771 = -1379212.520274
  nChanged 6
		SP:Iteration 58Q (969.270000 sec): 3 clusters
  Score: Raw -1382278.534016 + Penalty 3065.309771 = -1379213.224245
  nChanged 6
		SP:Iteration 59Q (969.570000 sec): 3 clusters
  Score: Raw -1382279.195069 + Penalty 3065.309771 = -1379213.885298
  nChanged 5
		SP:Iteration 60F (969.710000 sec): 3 clusters
  Score: Raw -1382279.778645 + Penalty 3065.309771 = -1379214.468874
  nChanged 8
		SP:Iteration 61Q (969.960000 sec): 3 clusters
  Score: Raw -1382280.682642 + Penalty 3065.309771 = -1379215.372871
  nChanged 10
		SP:Iteration 62Q (970.160000 sec): 3 clusters
  Score: Raw -1382281.510417 + Penalty 3065.309771 = -1379216.200646
  nChanged 11
		SP:Iteration 63Q (970.400000 sec): 3 clusters
  Score: Raw -1382282.514385 + Penalty 3065.309771 = -1379217.204614
  nChanged 9
		SP:Iteration 64Q (970.620000 sec): 3 clusters
  Score: Raw -1382283.103581 + Penalty 3065.309771 = -1379217.793810
  nChanged 6
		SP:Iteration 65Q (970.890000 sec): 3 clusters
  Score: Raw -1382283.580195 + Penalty 3065.309771 = -1379218.270424
  nChanged 6
		SP:Iteration 66Q (971.130000 sec): 3 clusters
  Score: Raw -1382284.084614 + Penalty 3065.309771 = -1379218.774843
  nChanged 5
		SP:Iteration 67Q (971.370000 sec): 3 clusters
  Score: Raw -1382284.533984 + Penalty 3065.309771 = -1379219.224213
  nChanged 0
		SP:Iteration 68F (971.620000 sec): 3 clusters
  Score: Raw -1382284.533984 + Penalty 3065.309771 = -1379219.224213
  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 9.11 GB.

 Trying to split cluster 7 (142050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (972.390000 sec): 2 clusters
  Score: Raw -15463157.898589 + Penalty 1927.889338 = -15461230.009251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (973.350000 sec): 3 clusters
  Score: Raw -15369714.624461 + Penalty 3855.778676 = -15365858.845785
  nChanged 68449
		SP:Iteration 1F (974.320000 sec): 3 clusters
  Score: Raw -15413524.918310 + Penalty 3855.778676 = -15409669.139634
  nChanged 8663
		SP:Iteration 2F (975.270000 sec): 3 clusters
  Score: Raw -15421556.265431 + Penalty 3855.778676 = -15417700.486755
  nChanged 12184
		SP:Iteration 3F (976.080000 sec): 3 clusters
  Score: Raw -15438657.844181 + Penalty 3855.778676 = -15434802.065505
  nChanged 15658
		SP:Iteration 4F (976.860000 sec): 3 clusters
  Score: Raw -15463544.895973 + Penalty 3855.778676 = -15459689.117297
  nChanged 15297
		SP:Iteration 5F (977.640000 sec): 3 clusters
  Score: Raw -15484319.855077 + Penalty 3855.778676 = -15480464.076401
  nChanged 10681
		SP:Iteration 6F (978.410000 sec): 3 clusters
  Score: Raw -15497432.101891 + Penalty 3855.778676 = -15493576.323215
  nChanged 6645
		SP:Iteration 7Q (979.240000 sec): 3 clusters
  Score: Raw -15506219.759423 + Penalty 3855.778676 = -15502363.980747
  nChanged 4504
		SP:Iteration 8Q (980.040000 sec): 3 clusters
  Score: Raw -15512007.977528 + Penalty 3855.778676 = -15508152.198852
  nChanged 2949
		SP:Iteration 9Q (980.910000 sec): 3 clusters
  Score: Raw -15514650.278188 + Penalty 3855.778676 = -15510794.499512
  nChanged 1777
		SP:Iteration 10Q (981.770000 sec): 3 clusters
  Score: Raw -15515740.969473 + Penalty 3855.778676 = -15511885.190797
  nChanged 1076
		SP:Iteration 11Q (982.520000 sec): 3 clusters
  Score: Raw -15516186.653738 + Penalty 3855.778676 = -15512330.875062
  nChanged 670
		SP:Iteration 12Q (983.390000 sec): 3 clusters
  Score: Raw -15516381.644374 + Penalty 3855.778676 = -15512525.865698
  nChanged 424
		SP:Iteration 13Q (984.250000 sec): 3 clusters
  Score: Raw -15516463.613563 + Penalty 3855.778676 = -15512607.834887
  nChanged 271
		SP:Iteration 14Q (985.060000 sec): 3 clusters
  Score: Raw -15516496.237930 + Penalty 3855.778676 = -15512640.459254
  nChanged 178
		SP:Iteration 15Q (985.980000 sec): 3 clusters
  Score: Raw -15516512.137999 + Penalty 3855.778676 = -15512656.359323
  nChanged 104
		SP:Iteration 16Q (986.880000 sec): 3 clusters
  Score: Raw -15516517.797169 + Penalty 3855.778676 = -15512662.018493
  nChanged 62
		SP:Iteration 17Q (987.710000 sec): 3 clusters
  Score: Raw -15516520.561317 + Penalty 3855.778676 = -15512664.782641
  nChanged 42
		SP:Iteration 18Q (988.620000 sec): 3 clusters
  Score: Raw -15516522.699389 + Penalty 3855.778676 = -15512666.920713
  nChanged 24
		SP:Iteration 19Q (989.390000 sec): 3 clusters
  Score: Raw -15516523.347249 + Penalty 3855.778676 = -15512667.568573
  nChanged 17
		SP:Iteration 20F (990.160000 sec): 3 clusters
  Score: Raw -15516524.321642 + Penalty 3855.778676 = -15512668.542966
  nChanged 11
		SP:Iteration 21Q (990.940000 sec): 3 clusters
  Score: Raw -15516524.601954 + Penalty 3855.778676 = -15512668.823278
  nChanged 6
		SP:Iteration 22Q (991.780000 sec): 3 clusters
  Score: Raw -15516524.745496 + Penalty 3855.778676 = -15512668.966820
  nChanged 5
		SP:Iteration 23Q (992.580000 sec): 3 clusters
  Score: Raw -15516524.825192 + Penalty 3855.778676 = -15512669.046516
  nChanged 4
		SP:Iteration 24Q (993.350000 sec): 3 clusters
  Score: Raw -15516524.910205 + Penalty 3855.778676 = -15512669.131529
  nChanged 5
		SP:Iteration 25Q (994.080000 sec): 3 clusters
  Score: Raw -15516524.994169 + Penalty 3855.778676 = -15512669.215493
  nChanged 2
		SP:Iteration 26Q (995.060000 sec): 3 clusters
  Score: Raw -15516525.040400 + Penalty 3855.778676 = -15512669.261724
  nChanged 5
		SP:Iteration 27Q (995.990000 sec): 3 clusters
  Score: Raw -15516525.130280 + Penalty 3855.778676 = -15512669.351604
  nChanged 1
		SP:Iteration 28Q (996.820000 sec): 3 clusters
  Score: Raw -15516525.179408 + Penalty 3855.778676 = -15512669.400732
  nChanged 2
		SP:Iteration 29Q (997.650000 sec): 3 clusters
  Score: Raw -15516525.227071 + Penalty 3855.778676 = -15512669.448395
  nChanged 2
		SP:Iteration 30Q (998.560000 sec): 3 clusters
  Score: Raw -15516525.288779 + Penalty 3855.778676 = -15512669.510103
  nChanged 0
		SP:Iteration 31F (999.410000 sec): 3 clusters
  Score: Raw -15516525.288779 + Penalty 3855.778676 = -15512669.510103
  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 9.11 GB.

 Trying to split cluster 9 (31771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (999.700000 sec): 2 clusters
  Score: Raw -3185127.987712 + Penalty 1684.525245 = -3183443.462467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1000.010000 sec): 3 clusters
  Score: Raw -3165665.950608 + Penalty 3369.050491 = -3162296.900117
  nChanged 14595
		SP:Iteration 1F (1000.350000 sec): 3 clusters
  Score: Raw -3175816.209151 + Penalty 3369.050491 = -3172447.158660
  nChanged 3037
		SP:Iteration 2F (1000.670000 sec): 3 clusters
  Score: Raw -3178585.734170 + Penalty 3369.050491 = -3175216.683679
  nChanged 3063
		SP:Iteration 3F (1000.990000 sec): 3 clusters
  Score: Raw -3181338.370262 + Penalty 3369.050491 = -3177969.319771
  nChanged 2611
		SP:Iteration 4F (1001.300000 sec): 3 clusters
  Score: Raw -3183294.329648 + Penalty 3369.050491 = -3179925.279157
  nChanged 1926
		SP:Iteration 5F (1001.650000 sec): 3 clusters
  Score: Raw -3184395.508071 + Penalty 3369.050491 = -3181026.457580
  nChanged 1386
		SP:Iteration 6Q (1002.010000 sec): 3 clusters
  Score: Raw -3184977.086315 + Penalty 3369.050491 = -3181608.035824
  nChanged 917
		SP:Iteration 7Q (1002.370000 sec): 3 clusters
  Score: Raw -3185292.938820 + Penalty 3369.050491 = -3181923.888329
  nChanged 705
		SP:Iteration 8Q (1002.690000 sec): 3 clusters
  Score: Raw -3185508.860623 + Penalty 3369.050491 = -3182139.810132
  nChanged 615
		SP:Iteration 9Q (1003.080000 sec): 3 clusters
  Score: Raw -3185701.915921 + Penalty 3369.050491 = -3182332.865430
  nChanged 560
		SP:Iteration 10Q (1003.410000 sec): 3 clusters
  Score: Raw -3185881.690584 + Penalty 3369.050491 = -3182512.640093
  nChanged 511
		SP:Iteration 11Q (1003.680000 sec): 3 clusters
  Score: Raw -3186024.798617 + Penalty 3369.050491 = -3182655.748126
  nChanged 469
		SP:Iteration 12Q (1003.950000 sec): 3 clusters
  Score: Raw -3186149.894053 + Penalty 3369.050491 = -3182780.843562
  nChanged 453
		SP:Iteration 13Q (1004.270000 sec): 3 clusters
  Score: Raw -3186264.843172 + Penalty 3369.050491 = -3182895.792681
  nChanged 394
		SP:Iteration 14Q (1004.530000 sec): 3 clusters
  Score: Raw -3186358.488668 + Penalty 3369.050491 = -3182989.438177
  nChanged 375
		SP:Iteration 15Q (1004.840000 sec): 3 clusters
  Score: Raw -3186449.275285 + Penalty 3369.050491 = -3183080.224794
  nChanged 367
		SP:Iteration 16Q (1005.180000 sec): 3 clusters
  Score: Raw -3186546.498413 + Penalty 3369.050491 = -3183177.447922
  nChanged 372
		SP:Iteration 17Q (1005.510000 sec): 3 clusters
  Score: Raw -3186648.277518 + Penalty 3369.050491 = -3183279.227027
  nChanged 372
		SP:Iteration 18Q (1005.810000 sec): 3 clusters
  Score: Raw -3186782.951067 + Penalty 3369.050491 = -3183413.900576
  nChanged 447
		SP:Iteration 19Q (1006.120000 sec): 3 clusters
  Score: Raw -3186979.978368 + Penalty 3369.050491 = -3183610.927877
  nChanged 484
		SP:Iteration 20F (1006.430000 sec): 3 clusters
  Score: Raw -3187277.668612 + Penalty 3369.050491 = -3183908.618121
  nChanged 518
		SP:Iteration 21Q (1006.790000 sec): 3 clusters
  Score: Raw -3187601.980003 + Penalty 3369.050491 = -3184232.929512
  nChanged 599
		SP:Iteration 22Q (1007.090000 sec): 3 clusters
  Score: Raw -3187889.753955 + Penalty 3369.050491 = -3184520.703464
  nChanged 589
		SP:Iteration 23Q (1007.420000 sec): 3 clusters
  Score: Raw -3188149.806698 + Penalty 3369.050491 = -3184780.756207
  nChanged 553
		SP:Iteration 24Q (1007.760000 sec): 3 clusters
  Score: Raw -3188372.583902 + Penalty 3369.050491 = -3185003.533411
  nChanged 467
		SP:Iteration 25Q (1008.080000 sec): 3 clusters
  Score: Raw -3188552.598236 + Penalty 3369.050491 = -3185183.547745
  nChanged 407
		SP:Iteration 26Q (1008.400000 sec): 3 clusters
  Score: Raw -3188698.457717 + Penalty 3369.050491 = -3185329.407226
  nChanged 381
		SP:Iteration 27Q (1008.690000 sec): 3 clusters
  Score: Raw -3188818.669738 + Penalty 3369.050491 = -3185449.619247
  nChanged 356
		SP:Iteration 28Q (1008.980000 sec): 3 clusters
  Score: Raw -3188926.753875 + Penalty 3369.050491 = -3185557.703384
  nChanged 333
		SP:Iteration 29Q (1009.340000 sec): 3 clusters
  Score: Raw -3189010.797775 + Penalty 3369.050491 = -3185641.747284
  nChanged 319
		SP:Iteration 30Q (1009.620000 sec): 3 clusters
  Score: Raw -3189085.112372 + Penalty 3369.050491 = -3185716.061881
  nChanged 320
		SP:Iteration 31Q (1009.900000 sec): 3 clusters
  Score: Raw -3189157.742477 + Penalty 3369.050491 = -3185788.691986
  nChanged 297
		SP:Iteration 32Q (1010.210000 sec): 3 clusters
  Score: Raw -3189219.458586 + Penalty 3369.050491 = -3185850.408095
  nChanged 302
		SP:Iteration 33Q (1010.510000 sec): 3 clusters
  Score: Raw -3189282.233389 + Penalty 3369.050491 = -3185913.182898
  nChanged 307
		SP:Iteration 34Q (1010.770000 sec): 3 clusters
  Score: Raw -3189348.764902 + Penalty 3369.050491 = -3185979.714411
  nChanged 291
		SP:Iteration 35Q (1011.120000 sec): 3 clusters
  Score: Raw -3189415.122573 + Penalty 3369.050491 = -3186046.072082
  nChanged 303
		SP:Iteration 36Q (1011.390000 sec): 3 clusters
  Score: Raw -3189478.990230 + Penalty 3369.050491 = -3186109.939739
  nChanged 270
		SP:Iteration 37Q (1011.720000 sec): 3 clusters
  Score: Raw -3189533.402392 + Penalty 3369.050491 = -3186164.351901
  nChanged 260
		SP:Iteration 38Q (1011.980000 sec): 3 clusters
  Score: Raw -3189584.013321 + Penalty 3369.050491 = -3186214.962830
  nChanged 245
		SP:Iteration 39Q (1012.290000 sec): 3 clusters
  Score: Raw -3189625.769313 + Penalty 3369.050491 = -3186256.718822
  nChanged 211
		SP:Iteration 40F (1012.620000 sec): 3 clusters
  Score: Raw -3189664.899878 + Penalty 3369.050491 = -3186295.849387
  nChanged 215
		SP:Iteration 41Q (1012.940000 sec): 3 clusters
  Score: Raw -3189700.299287 + Penalty 3369.050491 = -3186331.248796
  nChanged 207
		SP:Iteration 42Q (1013.220000 sec): 3 clusters
  Score: Raw -3189735.053759 + Penalty 3369.050491 = -3186366.003268
  nChanged 193
		SP:Iteration 43Q (1013.560000 sec): 3 clusters
  Score: Raw -3189763.947036 + Penalty 3369.050491 = -3186394.896545
  nChanged 191
		SP:Iteration 44Q (1013.840000 sec): 3 clusters
  Score: Raw -3189792.942671 + Penalty 3369.050491 = -3186423.892180
  nChanged 197
		SP:Iteration 45Q (1014.140000 sec): 3 clusters
  Score: Raw -3189824.499305 + Penalty 3369.050491 = -3186455.448814
  nChanged 189
		SP:Iteration 46Q (1014.510000 sec): 3 clusters
  Score: Raw -3189850.907931 + Penalty 3369.050491 = -3186481.857440
  nChanged 164
		SP:Iteration 47Q (1014.860000 sec): 3 clusters
  Score: Raw -3189872.344299 + Penalty 3369.050491 = -3186503.293808
  nChanged 149
		SP:Iteration 48Q (1015.190000 sec): 3 clusters
  Score: Raw -3189892.214144 + Penalty 3369.050491 = -3186523.163653
  nChanged 156
		SP:Iteration 49Q (1015.530000 sec): 3 clusters
  Score: Raw -3189916.978717 + Penalty 3369.050491 = -3186547.928226
  nChanged 167
		SP:Iteration 50Q (1015.870000 sec): 3 clusters
  Score: Raw -3189942.953762 + Penalty 3369.050491 = -3186573.903271
  nChanged 137
		SP:Iteration 51Q (1016.130000 sec): 3 clusters
  Score: Raw -3189961.353798 + Penalty 3369.050491 = -3186592.303307
  nChanged 117
		SP:Iteration 52Q (1016.490000 sec): 3 clusters
  Score: Raw -3189973.980709 + Penalty 3369.050491 = -3186604.930219
  nChanged 92
		SP:Iteration 53Q (1016.820000 sec): 3 clusters
  Score: Raw -3189981.665730 + Penalty 3369.050491 = -3186612.615239
  nChanged 67
		SP:Iteration 54Q (1017.170000 sec): 3 clusters
  Score: Raw -3189987.069547 + Penalty 3369.050491 = -3186618.019056
  nChanged 61
		SP:Iteration 55Q (1017.500000 sec): 3 clusters
  Score: Raw -3189991.681598 + Penalty 3369.050491 = -3186622.631107
  nChanged 68
		SP:Iteration 56Q (1017.800000 sec): 3 clusters
  Score: Raw -3189998.703657 + Penalty 3369.050491 = -3186629.653166
  nChanged 72
		SP:Iteration 57Q (1018.130000 sec): 3 clusters
  Score: Raw -3190004.893616 + Penalty 3369.050491 = -3186635.843125
  nChanged 64
		SP:Iteration 58Q (1018.470000 sec): 3 clusters
  Score: Raw -3190010.834276 + Penalty 3369.050491 = -3186641.783785
  nChanged 60
		SP:Iteration 59Q (1018.780000 sec): 3 clusters
  Score: Raw -3190015.369535 + Penalty 3369.050491 = -3186646.319044
  nChanged 62
		SP:Iteration 60F (1019.150000 sec): 3 clusters
  Score: Raw -3190020.558965 + Penalty 3369.050491 = -3186651.508474
  nChanged 50
		SP:Iteration 61Q (1019.420000 sec): 3 clusters
  Score: Raw -3190024.609256 + Penalty 3369.050491 = -3186655.558765
  nChanged 49
		SP:Iteration 62Q (1019.760000 sec): 3 clusters
  Score: Raw -3190028.089044 + Penalty 3369.050491 = -3186659.038553
  nChanged 53
		SP:Iteration 63Q (1020.080000 sec): 3 clusters
  Score: Raw -3190031.908732 + Penalty 3369.050491 = -3186662.858241
  nChanged 51
		SP:Iteration 64Q (1020.360000 sec): 3 clusters
  Score: Raw -3190035.402717 + Penalty 3369.050491 = -3186666.352226
  nChanged 34
		SP:Iteration 65Q (1020.660000 sec): 3 clusters
  Score: Raw -3190037.835537 + Penalty 3369.050491 = -3186668.785046
  nChanged 31
		SP:Iteration 66Q (1020.940000 sec): 3 clusters
  Score: Raw -3190040.072047 + Penalty 3369.050491 = -3186671.021557
  nChanged 24
		SP:Iteration 67Q (1021.260000 sec): 3 clusters
  Score: Raw -3190041.563259 + Penalty 3369.050491 = -3186672.512768
  nChanged 17
		SP:Iteration 68Q (1021.530000 sec): 3 clusters
  Score: Raw -3190042.391916 + Penalty 3369.050491 = -3186673.341425
  nChanged 15
		SP:Iteration 69Q (1021.840000 sec): 3 clusters
  Score: Raw -3190042.966091 + Penalty 3369.050491 = -3186673.915600
  nChanged 13
		SP:Iteration 70Q (1022.170000 sec): 3 clusters
  Score: Raw -3190043.818167 + Penalty 3369.050491 = -3186674.767676
  nChanged 19
		SP:Iteration 71Q (1022.430000 sec): 3 clusters
  Score: Raw -3190045.090819 + Penalty 3369.050491 = -3186676.040328
  nChanged 20
		SP:Iteration 72Q (1022.760000 sec): 3 clusters
  Score: Raw -3190046.358973 + Penalty 3369.050491 = -3186677.308482
  nChanged 22
		SP:Iteration 73Q (1023.070000 sec): 3 clusters
  Score: Raw -3190047.558888 + Penalty 3369.050491 = -3186678.508397
  nChanged 14
		SP:Iteration 74Q (1023.290000 sec): 3 clusters
  Score: Raw -3190048.054361 + Penalty 3369.050491 = -3186679.003870
  nChanged 14
		SP:Iteration 75Q (1023.610000 sec): 3 clusters
  Score: Raw -3190049.015915 + Penalty 3369.050491 = -3186679.965424
  nChanged 15
		SP:Iteration 76Q (1023.900000 sec): 3 clusters
  Score: Raw -3190049.883227 + Penalty 3369.050491 = -3186680.832736
  nChanged 12
		SP:Iteration 77Q (1024.230000 sec): 3 clusters
  Score: Raw -3190050.665007 + Penalty 3369.050491 = -3186681.614516
  nChanged 17
		SP:Iteration 78Q (1024.500000 sec): 3 clusters
  Score: Raw -3190051.401989 + Penalty 3369.050491 = -3186682.351498
  nChanged 13
		SP:Iteration 79Q (1024.780000 sec): 3 clusters
  Score: Raw -3190052.047954 + Penalty 3369.050491 = -3186682.997463
  nChanged 17
		SP:Iteration 80F (1025.070000 sec): 3 clusters
  Score: Raw -3190052.886795 + Penalty 3369.050491 = -3186683.836304
  nChanged 15
		SP:Iteration 81Q (1025.420000 sec): 3 clusters
  Score: Raw -3190053.748309 + Penalty 3369.050491 = -3186684.697818
  nChanged 13
		SP:Iteration 82Q (1025.760000 sec): 3 clusters
  Score: Raw -3190054.286406 + Penalty 3369.050491 = -3186685.235915
  nChanged 15
		SP:Iteration 83Q (1026.100000 sec): 3 clusters
  Score: Raw -3190055.267262 + Penalty 3369.050491 = -3186686.216771
  nChanged 17
		SP:Iteration 84Q (1026.440000 sec): 3 clusters
  Score: Raw -3190056.034678 + Penalty 3369.050491 = -3186686.984187
  nChanged 18
		SP:Iteration 85Q (1026.730000 sec): 3 clusters
  Score: Raw -3190057.023173 + Penalty 3369.050491 = -3186687.972683
  nChanged 15
		SP:Iteration 86Q (1027.020000 sec): 3 clusters
  Score: Raw -3190057.800926 + Penalty 3369.050491 = -3186688.750435
  nChanged 19
		SP:Iteration 87Q (1027.330000 sec): 3 clusters
  Score: Raw -3190058.977095 + Penalty 3369.050491 = -3186689.926604
  nChanged 18
		SP:Iteration 88Q (1027.630000 sec): 3 clusters
  Score: Raw -3190060.010489 + Penalty 3369.050491 = -3186690.959998
  nChanged 17
		SP:Iteration 89Q (1027.950000 sec): 3 clusters
  Score: Raw -3190061.260974 + Penalty 3369.050491 = -3186692.210483
  nChanged 15
		SP:Iteration 90Q (1028.300000 sec): 3 clusters
  Score: Raw -3190062.110168 + Penalty 3369.050491 = -3186693.059677
  nChanged 14
		SP:Iteration 91Q (1028.630000 sec): 3 clusters
  Score: Raw -3190063.076632 + Penalty 3369.050491 = -3186694.026141
  nChanged 16
		SP:Iteration 92Q (1028.970000 sec): 3 clusters
  Score: Raw -3190064.192703 + Penalty 3369.050491 = -3186695.142212
  nChanged 17
		SP:Iteration 93Q (1029.300000 sec): 3 clusters
  Score: Raw -3190064.988179 + Penalty 3369.050491 = -3186695.937688
  nChanged 8
		SP:Iteration 94Q (1029.640000 sec): 3 clusters
  Score: Raw -3190065.390462 + Penalty 3369.050491 = -3186696.339971
  nChanged 13
		SP:Iteration 95Q (1029.960000 sec): 3 clusters
  Score: Raw -3190066.133234 + Penalty 3369.050491 = -3186697.082743
  nChanged 13
		SP:Iteration 96Q (1030.280000 sec): 3 clusters
  Score: Raw -3190066.579897 + Penalty 3369.050491 = -3186697.529406
  nChanged 8
		SP:Iteration 97Q (1030.590000 sec): 3 clusters
  Score: Raw -3190066.929575 + Penalty 3369.050491 = -3186697.879084
  nChanged 8
		SP:Iteration 98Q (1030.860000 sec): 3 clusters
  Score: Raw -3190067.183486 + Penalty 3369.050491 = -3186698.132995
  nChanged 7
		SP:Iteration 99Q (1031.190000 sec): 3 clusters
  Score: Raw -3190067.448024 + Penalty 3369.050491 = -3186698.397533
  nChanged 7
		SP:Iteration 100F (1031.490000 sec): 3 clusters
  Score: Raw -3190067.795311 + Penalty 3369.050491 = -3186698.744820
  nChanged 9
		SP:Iteration 101Q (1031.740000 sec): 3 clusters
  Score: Raw -3190068.050009 + Penalty 3369.050491 = -3186698.999518
  nChanged 6
		SP:Iteration 102Q (1032.050000 sec): 3 clusters
  Score: Raw -3190068.260584 + Penalty 3369.050491 = -3186699.210093
  nChanged 4
		SP:Iteration 103Q (1032.310000 sec): 3 clusters
  Score: Raw -3190068.510520 + Penalty 3369.050491 = -3186699.460029
  nChanged 10
		SP:Iteration 104Q (1032.600000 sec): 3 clusters
  Score: Raw -3190068.991194 + Penalty 3369.050491 = -3186699.940704
  nChanged 11
		SP:Iteration 105Q (1032.870000 sec): 3 clusters
  Score: Raw -3190069.577134 + Penalty 3369.050491 = -3186700.526643
  nChanged 10
		SP:Iteration 106Q (1033.170000 sec): 3 clusters
  Score: Raw -3190069.906839 + Penalty 3369.050491 = -3186700.856348
  nChanged 4
		SP:Iteration 107Q (1033.490000 sec): 3 clusters
  Score: Raw -3190070.046716 + Penalty 3369.050491 = -3186700.996225
  nChanged 4
		SP:Iteration 108Q (1033.840000 sec): 3 clusters
  Score: Raw -3190070.208654 + Penalty 3369.050491 = -3186701.158163
  nChanged 4
		SP:Iteration 109Q (1034.160000 sec): 3 clusters
  Score: Raw -3190070.387363 + Penalty 3369.050491 = -3186701.336872
  nChanged 4
		SP:Iteration 110Q (1034.490000 sec): 3 clusters
  Score: Raw -3190070.571785 + Penalty 3369.050491 = -3186701.521294
  nChanged 5
		SP:Iteration 111Q (1034.770000 sec): 3 clusters
  Score: Raw -3190070.876536 + Penalty 3369.050491 = -3186701.826045
  nChanged 14
		SP:Iteration 112Q (1035.120000 sec): 3 clusters
  Score: Raw -3190071.719824 + Penalty 3369.050491 = -3186702.669333
  nChanged 13
		SP:Iteration 113Q (1035.450000 sec): 3 clusters
  Score: Raw -3190072.409387 + Penalty 3369.050491 = -3186703.358896
  nChanged 10
		SP:Iteration 114Q (1035.770000 sec): 3 clusters
  Score: Raw -3190072.923255 + Penalty 3369.050491 = -3186703.872764
  nChanged 12
		SP:Iteration 115Q (1036.110000 sec): 3 clusters
  Score: Raw -3190073.493523 + Penalty 3369.050491 = -3186704.443032
  nChanged 10
		SP:Iteration 116Q (1036.430000 sec): 3 clusters
  Score: Raw -3190073.964242 + Penalty 3369.050491 = -3186704.913751
  nChanged 6
		SP:Iteration 117Q (1036.780000 sec): 3 clusters
  Score: Raw -3190074.210471 + Penalty 3369.050491 = -3186705.159980
  nChanged 3
		SP:Iteration 118Q (1037.070000 sec): 3 clusters
  Score: Raw -3190074.318865 + Penalty 3369.050491 = -3186705.268374
  nChanged 1
		SP:Iteration 119Q (1037.410000 sec): 3 clusters
  Score: Raw -3190074.349735 + Penalty 3369.050491 = -3186705.299244
  nChanged 0
		SP:Iteration 120F (1037.730000 sec): 3 clusters
  Score: Raw -3190074.349735 + Penalty 3369.050491 = -3186705.299244
  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 9.11 GB.

 Trying to split cluster 10 (23473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1037.940000 sec): 2 clusters
  Score: Raw -2404115.953336 + Penalty 1635.335992 = -2402480.617344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1038.250000 sec): 3 clusters
  Score: Raw -2389880.341234 + Penalty 3270.671984 = -2386609.669250
  nChanged 10764
		SP:Iteration 1F (1038.550000 sec): 3 clusters
  Score: Raw -2397343.651886 + Penalty 3270.671984 = -2394072.979903
  nChanged 2441
		SP:Iteration 2F (1038.810000 sec): 3 clusters
  Score: Raw -2401070.978674 + Penalty 3270.671984 = -2397800.306690
  nChanged 2962
		SP:Iteration 3F (1039.120000 sec): 3 clusters
  Score: Raw -2405504.338339 + Penalty 3270.671984 = -2402233.666355
  nChanged 2452
		SP:Iteration 4F (1039.380000 sec): 3 clusters
  Score: Raw -2407896.364815 + Penalty 3270.671984 = -2404625.692831
  nChanged 1472
		SP:Iteration 5F (1039.710000 sec): 3 clusters
  Score: Raw -2408930.730161 + Penalty 3270.671984 = -2405660.058177
  nChanged 855
		SP:Iteration 6Q (1039.990000 sec): 3 clusters
  Score: Raw -2409430.560457 + Penalty 3270.671984 = -2406159.888474
  nChanged 632
		SP:Iteration 7Q (1040.290000 sec): 3 clusters
  Score: Raw -2409821.347204 + Penalty 3270.671984 = -2406550.675221
  nChanged 505
		SP:Iteration 8Q (1040.600000 sec): 3 clusters
  Score: Raw -2410149.062059 + Penalty 3270.671984 = -2406878.390076
  nChanged 424
		SP:Iteration 9Q (1040.830000 sec): 3 clusters
  Score: Raw -2410427.407426 + Penalty 3270.671984 = -2407156.735442
  nChanged 423
		SP:Iteration 10Q (1041.130000 sec): 3 clusters
  Score: Raw -2410689.465400 + Penalty 3270.671984 = -2407418.793417
  nChanged 388
		SP:Iteration 11Q (1041.390000 sec): 3 clusters
  Score: Raw -2410915.286532 + Penalty 3270.671984 = -2407644.614548
  nChanged 338
		SP:Iteration 12Q (1041.670000 sec): 3 clusters
  Score: Raw -2411103.546875 + Penalty 3270.671984 = -2407832.874891
  nChanged 335
		SP:Iteration 13Q (1041.970000 sec): 3 clusters
  Score: Raw -2411285.827651 + Penalty 3270.671984 = -2408015.155667
  nChanged 323
		SP:Iteration 14Q (1042.200000 sec): 3 clusters
  Score: Raw -2411481.636910 + Penalty 3270.671984 = -2408210.964927
  nChanged 313
		SP:Iteration 15Q (1042.490000 sec): 3 clusters
  Score: Raw -2411645.889553 + Penalty 3270.671984 = -2408375.217569
  nChanged 300
		SP:Iteration 16Q (1042.720000 sec): 3 clusters
  Score: Raw -2411805.849532 + Penalty 3270.671984 = -2408535.177548
  nChanged 324
		SP:Iteration 17Q (1043.010000 sec): 3 clusters
  Score: Raw -2412030.579335 + Penalty 3270.671984 = -2408759.907351
  nChanged 352
		SP:Iteration 18Q (1043.280000 sec): 3 clusters
  Score: Raw -2412311.448861 + Penalty 3270.671984 = -2409040.776878
  nChanged 400
		SP:Iteration 19Q (1043.600000 sec): 3 clusters
  Score: Raw -2412656.040756 + Penalty 3270.671984 = -2409385.368772
  nChanged 399
		SP:Iteration 20F (1043.840000 sec): 3 clusters
  Score: Raw -2413140.431273 + Penalty 3270.671984 = -2409869.759289
  nChanged 457
		SP:Iteration 21Q (1044.130000 sec): 3 clusters
  Score: Raw -2413721.626996 + Penalty 3270.671984 = -2410450.955012
  nChanged 467
		SP:Iteration 22Q (1044.370000 sec): 3 clusters
  Score: Raw -2414296.866444 + Penalty 3270.671984 = -2411026.194460
  nChanged 401
		SP:Iteration 23Q (1044.650000 sec): 3 clusters
  Score: Raw -2414808.522627 + Penalty 3270.671984 = -2411537.850644
  nChanged 301
		SP:Iteration 24Q (1044.990000 sec): 3 clusters
  Score: Raw -2415112.965120 + Penalty 3270.671984 = -2411842.293136
  nChanged 205
		SP:Iteration 25Q (1045.270000 sec): 3 clusters
  Score: Raw -2415250.605065 + Penalty 3270.671984 = -2411979.933082
  nChanged 112
		SP:Iteration 26Q (1045.500000 sec): 3 clusters
  Score: Raw -2415305.307389 + Penalty 3270.671984 = -2412034.635406
  nChanged 81
		SP:Iteration 27Q (1045.780000 sec): 3 clusters
  Score: Raw -2415333.456202 + Penalty 3270.671984 = -2412062.784218
  nChanged 58
		SP:Iteration 28Q (1046.110000 sec): 3 clusters
  Score: Raw -2415345.897202 + Penalty 3270.671984 = -2412075.225218
  nChanged 37
		SP:Iteration 29Q (1046.330000 sec): 3 clusters
  Score: Raw -2415350.610435 + Penalty 3270.671984 = -2412079.938452
  nChanged 25
		SP:Iteration 30Q (1046.610000 sec): 3 clusters
  Score: Raw -2415353.788189 + Penalty 3270.671984 = -2412083.116206
  nChanged 20
		SP:Iteration 31Q (1046.860000 sec): 3 clusters
  Score: Raw -2415356.066392 + Penalty 3270.671984 = -2412085.394408
  nChanged 17
		SP:Iteration 32Q (1047.120000 sec): 3 clusters
  Score: Raw -2415357.977526 + Penalty 3270.671984 = -2412087.305542
  nChanged 14
		SP:Iteration 33Q (1047.410000 sec): 3 clusters
  Score: Raw -2415359.467718 + Penalty 3270.671984 = -2412088.795734
  nChanged 8
		SP:Iteration 34Q (1047.640000 sec): 3 clusters
  Score: Raw -2415359.984913 + Penalty 3270.671984 = -2412089.312929
  nChanged 9
		SP:Iteration 35Q (1047.920000 sec): 3 clusters
  Score: Raw -2415360.548393 + Penalty 3270.671984 = -2412089.876410
  nChanged 4
		SP:Iteration 36Q (1048.180000 sec): 3 clusters
  Score: Raw -2415360.885571 + Penalty 3270.671984 = -2412090.213588
  nChanged 5
		SP:Iteration 37Q (1048.470000 sec): 3 clusters
  Score: Raw -2415361.242038 + Penalty 3270.671984 = -2412090.570054
  nChanged 3
		SP:Iteration 38Q (1048.760000 sec): 3 clusters
  Score: Raw -2415361.378071 + Penalty 3270.671984 = -2412090.706088
  nChanged 3
		SP:Iteration 39Q (1049.000000 sec): 3 clusters
  Score: Raw -2415361.461847 + Penalty 3270.671984 = -2412090.789863
  nChanged 0
		SP:Iteration 40F (1049.270000 sec): 3 clusters
  Score: Raw -2415361.461847 + Penalty 3270.671984 = -2412090.789863
  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 9.11 GB.

 Trying to split cluster 11 (33297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1049.510000 sec): 2 clusters
  Score: Raw -3542562.150431 + Penalty 1692.148670 = -3540870.001762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1049.860000 sec): 3 clusters
  Score: Raw -3521984.771318 + Penalty 3384.297339 = -3518600.473979
  nChanged 15407
		SP:Iteration 1F (1050.160000 sec): 3 clusters
  Score: Raw -3532002.295886 + Penalty 3384.297339 = -3528617.998547
  nChanged 2766
		SP:Iteration 2F (1050.490000 sec): 3 clusters
  Score: Raw -3534504.850864 + Penalty 3384.297339 = -3531120.553525
  nChanged 2968
		SP:Iteration 3F (1050.830000 sec): 3 clusters
  Score: Raw -3537202.983940 + Penalty 3384.297339 = -3533818.686601
  nChanged 2937
		SP:Iteration 4F (1051.170000 sec): 3 clusters
  Score: Raw -3539922.746712 + Penalty 3384.297339 = -3536538.449373
  nChanged 2483
		SP:Iteration 5F (1051.500000 sec): 3 clusters
  Score: Raw -3542333.517424 + Penalty 3384.297339 = -3538949.220085
  nChanged 1949
		SP:Iteration 6F (1051.820000 sec): 3 clusters
  Score: Raw -3543999.405722 + Penalty 3384.297339 = -3540615.108383
  nChanged 1497
		SP:Iteration 7Q (1052.210000 sec): 3 clusters
  Score: Raw -3545096.539859 + Penalty 3384.297339 = -3541712.242520
  nChanged 1159
		SP:Iteration 8Q (1052.500000 sec): 3 clusters
  Score: Raw -3545833.969695 + Penalty 3384.297339 = -3542449.672356
  nChanged 942
		SP:Iteration 9Q (1052.850000 sec): 3 clusters
  Score: Raw -3546404.157329 + Penalty 3384.297339 = -3543019.859990
  nChanged 825
		SP:Iteration 10Q (1053.160000 sec): 3 clusters
  Score: Raw -3546856.487703 + Penalty 3384.297339 = -3543472.190363
  nChanged 742
		SP:Iteration 11Q (1053.480000 sec): 3 clusters
  Score: Raw -3547195.203321 + Penalty 3384.297339 = -3543810.905982
  nChanged 612
		SP:Iteration 12Q (1053.840000 sec): 3 clusters
  Score: Raw -3547430.584006 + Penalty 3384.297339 = -3544046.286667
  nChanged 519
		SP:Iteration 13Q (1054.210000 sec): 3 clusters
  Score: Raw -3547606.568971 + Penalty 3384.297339 = -3544222.271632
  nChanged 454
		SP:Iteration 14Q (1054.540000 sec): 3 clusters
  Score: Raw -3547738.929862 + Penalty 3384.297339 = -3544354.632523
  nChanged 388
		SP:Iteration 15Q (1054.890000 sec): 3 clusters
  Score: Raw -3547843.376226 + Penalty 3384.297339 = -3544459.078887
  nChanged 350
		SP:Iteration 16Q (1055.240000 sec): 3 clusters
  Score: Raw -3547943.067881 + Penalty 3384.297339 = -3544558.770542
  nChanged 339
		SP:Iteration 17Q (1055.550000 sec): 3 clusters
  Score: Raw -3548030.527471 + Penalty 3384.297339 = -3544646.230132
  nChanged 318
		SP:Iteration 18Q (1055.860000 sec): 3 clusters
  Score: Raw -3548108.338420 + Penalty 3384.297339 = -3544724.041081
  nChanged 331
		SP:Iteration 19Q (1056.190000 sec): 3 clusters
  Score: Raw -3548186.670251 + Penalty 3384.297339 = -3544802.372912
  nChanged 320
		SP:Iteration 20F (1056.530000 sec): 3 clusters
  Score: Raw -3548260.999938 + Penalty 3384.297339 = -3544876.702599
  nChanged 309
		SP:Iteration 21Q (1056.900000 sec): 3 clusters
  Score: Raw -3548332.994481 + Penalty 3384.297339 = -3544948.697142
  nChanged 310
		SP:Iteration 22Q (1057.220000 sec): 3 clusters
  Score: Raw -3548404.911407 + Penalty 3384.297339 = -3545020.614068
  nChanged 285
		SP:Iteration 23Q (1057.560000 sec): 3 clusters
  Score: Raw -3548466.475113 + Penalty 3384.297339 = -3545082.177773
  nChanged 270
		SP:Iteration 24Q (1057.880000 sec): 3 clusters
  Score: Raw -3548524.148410 + Penalty 3384.297339 = -3545139.851071
  nChanged 249
		SP:Iteration 25Q (1058.190000 sec): 3 clusters
  Score: Raw -3548573.900749 + Penalty 3384.297339 = -3545189.603410
  nChanged 232
		SP:Iteration 26Q (1058.510000 sec): 3 clusters
  Score: Raw -3548622.812309 + Penalty 3384.297339 = -3545238.514970
  nChanged 246
		SP:Iteration 27Q (1058.850000 sec): 3 clusters
  Score: Raw -3548676.284585 + Penalty 3384.297339 = -3545291.987246
  nChanged 257
		SP:Iteration 28Q (1059.150000 sec): 3 clusters
  Score: Raw -3548730.253267 + Penalty 3384.297339 = -3545345.955927
  nChanged 276
		SP:Iteration 29Q (1059.480000 sec): 3 clusters
  Score: Raw -3548784.877330 + Penalty 3384.297339 = -3545400.579991
  nChanged 258
		SP:Iteration 30Q (1059.820000 sec): 3 clusters
  Score: Raw -3548833.869480 + Penalty 3384.297339 = -3545449.572141
  nChanged 262
		SP:Iteration 31Q (1060.130000 sec): 3 clusters
  Score: Raw -3548883.444264 + Penalty 3384.297339 = -3545499.146924
  nChanged 263
		SP:Iteration 32Q (1060.480000 sec): 3 clusters
  Score: Raw -3548934.419122 + Penalty 3384.297339 = -3545550.121783
  nChanged 259
		SP:Iteration 33Q (1060.840000 sec): 3 clusters
  Score: Raw -3548986.487076 + Penalty 3384.297339 = -3545602.189737
  nChanged 266
		SP:Iteration 34Q (1061.170000 sec): 3 clusters
  Score: Raw -3549042.262596 + Penalty 3384.297339 = -3545657.965257
  nChanged 284
		SP:Iteration 35Q (1061.500000 sec): 3 clusters
  Score: Raw -3549094.640086 + Penalty 3384.297339 = -3545710.342747
  nChanged 261
		SP:Iteration 36Q (1061.830000 sec): 3 clusters
  Score: Raw -3549141.177807 + Penalty 3384.297339 = -3545756.880468
  nChanged 234
		SP:Iteration 37Q (1062.170000 sec): 3 clusters
  Score: Raw -3549179.436781 + Penalty 3384.297339 = -3545795.139442
  nChanged 205
		SP:Iteration 38Q (1062.450000 sec): 3 clusters
  Score: Raw -3549211.397652 + Penalty 3384.297339 = -3545827.100313
  nChanged 208
		SP:Iteration 39Q (1062.790000 sec): 3 clusters
  Score: Raw -3549246.185450 + Penalty 3384.297339 = -3545861.888111
  nChanged 209
		SP:Iteration 40F (1063.070000 sec): 3 clusters
  Score: Raw -3549280.183040 + Penalty 3384.297339 = -3545895.885701
  nChanged 217
		SP:Iteration 41Q (1063.370000 sec): 3 clusters
  Score: Raw -3549317.823163 + Penalty 3384.297339 = -3545933.525824
  nChanged 197
		SP:Iteration 42Q (1063.690000 sec): 3 clusters
  Score: Raw -3549347.437372 + Penalty 3384.297339 = -3545963.140033
  nChanged 188
		SP:Iteration 43Q (1063.990000 sec): 3 clusters
  Score: Raw -3549378.600243 + Penalty 3384.297339 = -3545994.302904
  nChanged 212
		SP:Iteration 44Q (1064.340000 sec): 3 clusters
  Score: Raw -3549415.231166 + Penalty 3384.297339 = -3546030.933827
  nChanged 218
		SP:Iteration 45Q (1064.670000 sec): 3 clusters
  Score: Raw -3549458.492433 + Penalty 3384.297339 = -3546074.195094
  nChanged 215
		SP:Iteration 46Q (1064.970000 sec): 3 clusters
  Score: Raw -3549504.174692 + Penalty 3384.297339 = -3546119.877353
  nChanged 228
		SP:Iteration 47Q (1065.310000 sec): 3 clusters
  Score: Raw -3549545.657920 + Penalty 3384.297339 = -3546161.360581
  nChanged 224
		SP:Iteration 48Q (1065.640000 sec): 3 clusters
  Score: Raw -3549583.940304 + Penalty 3384.297339 = -3546199.642965
  nChanged 193
		SP:Iteration 49Q (1065.950000 sec): 3 clusters
  Score: Raw -3549611.665660 + Penalty 3384.297339 = -3546227.368321
  nChanged 170
		SP:Iteration 50Q (1066.270000 sec): 3 clusters
  Score: Raw -3549636.028364 + Penalty 3384.297339 = -3546251.731025
  nChanged 156
		SP:Iteration 51Q (1066.630000 sec): 3 clusters
  Score: Raw -3549659.346926 + Penalty 3384.297339 = -3546275.049587
  nChanged 169
		SP:Iteration 52Q (1066.950000 sec): 3 clusters
  Score: Raw -3549685.808191 + Penalty 3384.297339 = -3546301.510852
  nChanged 176
		SP:Iteration 53Q (1067.300000 sec): 3 clusters
  Score: Raw -3549712.760771 + Penalty 3384.297339 = -3546328.463432
  nChanged 172
		SP:Iteration 54Q (1067.560000 sec): 3 clusters
  Score: Raw -3549737.406599 + Penalty 3384.297339 = -3546353.109260
  nChanged 150
		SP:Iteration 55Q (1067.890000 sec): 3 clusters
  Score: Raw -3549758.959043 + Penalty 3384.297339 = -3546374.661704
  nChanged 153
		SP:Iteration 56Q (1068.230000 sec): 3 clusters
  Score: Raw -3549780.260199 + Penalty 3384.297339 = -3546395.962860
  nChanged 161
		SP:Iteration 57Q (1068.500000 sec): 3 clusters
  Score: Raw -3549801.973042 + Penalty 3384.297339 = -3546417.675702
  nChanged 147
		SP:Iteration 58Q (1068.840000 sec): 3 clusters
  Score: Raw -3549823.868617 + Penalty 3384.297339 = -3546439.571278
  nChanged 167
		SP:Iteration 59Q (1069.160000 sec): 3 clusters
  Score: Raw -3549849.659283 + Penalty 3384.297339 = -3546465.361944
  nChanged 171
		SP:Iteration 60F (1069.460000 sec): 3 clusters
  Score: Raw -3549877.785711 + Penalty 3384.297339 = -3546493.488372
  nChanged 172
		SP:Iteration 61Q (1069.820000 sec): 3 clusters
  Score: Raw -3549905.432855 + Penalty 3384.297339 = -3546521.135515
  nChanged 168
		SP:Iteration 62Q (1070.180000 sec): 3 clusters
  Score: Raw -3549931.209509 + Penalty 3384.297339 = -3546546.912169
  nChanged 162
		SP:Iteration 63Q (1070.480000 sec): 3 clusters
  Score: Raw -3549954.796044 + Penalty 3384.297339 = -3546570.498705
  nChanged 150
		SP:Iteration 64Q (1070.800000 sec): 3 clusters
  Score: Raw -3549976.962608 + Penalty 3384.297339 = -3546592.665268
  nChanged 141
		SP:Iteration 65Q (1071.120000 sec): 3 clusters
  Score: Raw -3549997.169041 + Penalty 3384.297339 = -3546612.871702
  nChanged 134
		SP:Iteration 66Q (1071.420000 sec): 3 clusters
  Score: Raw -3550021.299171 + Penalty 3384.297339 = -3546637.001832
  nChanged 154
		SP:Iteration 67Q (1071.720000 sec): 3 clusters
  Score: Raw -3550054.070487 + Penalty 3384.297339 = -3546669.773148
  nChanged 157
		SP:Iteration 68Q (1072.040000 sec): 3 clusters
  Score: Raw -3550085.056816 + Penalty 3384.297339 = -3546700.759477
  nChanged 153
		SP:Iteration 69Q (1072.300000 sec): 3 clusters
  Score: Raw -3550114.020577 + Penalty 3384.297339 = -3546729.723238
  nChanged 170
		SP:Iteration 70Q (1072.630000 sec): 3 clusters
  Score: Raw -3550148.690669 + Penalty 3384.297339 = -3546764.393330
  nChanged 170
		SP:Iteration 71Q (1072.960000 sec): 3 clusters
  Score: Raw -3550189.189209 + Penalty 3384.297339 = -3546804.891870
  nChanged 174
		SP:Iteration 72Q (1073.260000 sec): 3 clusters
  Score: Raw -3550229.589571 + Penalty 3384.297339 = -3546845.292232
  nChanged 159
		SP:Iteration 73Q (1073.540000 sec): 3 clusters
  Score: Raw -3550260.605583 + Penalty 3384.297339 = -3546876.308244
  nChanged 134
		SP:Iteration 74Q (1073.870000 sec): 3 clusters
  Score: Raw -3550284.557192 + Penalty 3384.297339 = -3546900.259853
  nChanged 119
		SP:Iteration 75Q (1074.140000 sec): 3 clusters
  Score: Raw -3550305.789937 + Penalty 3384.297339 = -3546921.492598
  nChanged 121
		SP:Iteration 76Q (1074.490000 sec): 3 clusters
  Score: Raw -3550324.722144 + Penalty 3384.297339 = -3546940.424805
  nChanged 115
		SP:Iteration 77Q (1074.810000 sec): 3 clusters
  Score: Raw -3550340.168129 + Penalty 3384.297339 = -3546955.870790
  nChanged 94
		SP:Iteration 78Q (1075.120000 sec): 3 clusters
  Score: Raw -3550351.919458 + Penalty 3384.297339 = -3546967.622119
  nChanged 100
		SP:Iteration 79Q (1075.450000 sec): 3 clusters
  Score: Raw -3550363.399563 + Penalty 3384.297339 = -3546979.102224
  nChanged 77
		SP:Iteration 80F (1075.770000 sec): 3 clusters
  Score: Raw -3550371.233434 + Penalty 3384.297339 = -3546986.936095
  nChanged 75
		SP:Iteration 81Q (1076.130000 sec): 3 clusters
  Score: Raw -3550378.386776 + Penalty 3384.297339 = -3546994.089437
  nChanged 69
		SP:Iteration 82Q (1076.460000 sec): 3 clusters
  Score: Raw -3550383.123394 + Penalty 3384.297339 = -3546998.826055
  nChanged 64
		SP:Iteration 83Q (1076.770000 sec): 3 clusters
  Score: Raw -3550387.387427 + Penalty 3384.297339 = -3547003.090087
  nChanged 40
		SP:Iteration 84Q (1077.100000 sec): 3 clusters
  Score: Raw -3550389.627523 + Penalty 3384.297339 = -3547005.330184
  nChanged 35
		SP:Iteration 85Q (1077.460000 sec): 3 clusters
  Score: Raw -3550391.215215 + Penalty 3384.297339 = -3547006.917876
  nChanged 25
		SP:Iteration 86Q (1077.790000 sec): 3 clusters
  Score: Raw -3550392.649519 + Penalty 3384.297339 = -3547008.352180
  nChanged 25
		SP:Iteration 87Q (1078.150000 sec): 3 clusters
  Score: Raw -3550394.129573 + Penalty 3384.297339 = -3547009.832234
  nChanged 25
		SP:Iteration 88Q (1078.440000 sec): 3 clusters
  Score: Raw -3550395.457824 + Penalty 3384.297339 = -3547011.160485
  nChanged 16
		SP:Iteration 89Q (1078.800000 sec): 3 clusters
  Score: Raw -3550396.137611 + Penalty 3384.297339 = -3547011.840272
  nChanged 11
		SP:Iteration 90Q (1079.120000 sec): 3 clusters
  Score: Raw -3550396.596988 + Penalty 3384.297339 = -3547012.299649
  nChanged 9
		SP:Iteration 91Q (1079.400000 sec): 3 clusters
  Score: Raw -3550396.904129 + Penalty 3384.297339 = -3547012.606790
  nChanged 9
		SP:Iteration 92Q (1079.760000 sec): 3 clusters
  Score: Raw -3550397.261331 + Penalty 3384.297339 = -3547012.963992
  nChanged 7
		SP:Iteration 93Q (1080.080000 sec): 3 clusters
  Score: Raw -3550397.481641 + Penalty 3384.297339 = -3547013.184302
  nChanged 10
		SP:Iteration 94Q (1080.360000 sec): 3 clusters
  Score: Raw -3550397.839354 + Penalty 3384.297339 = -3547013.542015
  nChanged 11
		SP:Iteration 95Q (1080.630000 sec): 3 clusters
  Score: Raw -3550398.291512 + Penalty 3384.297339 = -3547013.994173
  nChanged 4
		SP:Iteration 96Q (1080.940000 sec): 3 clusters
  Score: Raw -3550398.409091 + Penalty 3384.297339 = -3547014.111751
  nChanged 0
		SP:Iteration 97F (1081.260000 sec): 3 clusters
  Score: Raw -3550398.409091 + Penalty 3384.297339 = -3547014.111751
  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 9.11 GB.

 Trying to split cluster 12 (14012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1081.400000 sec): 2 clusters
  Score: Raw -1286123.043127 + Penalty 1551.496275 = -1284571.546852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1081.640000 sec): 3 clusters
  Score: Raw -1278151.898959 + Penalty 3102.992550 = -1275048.906409
  nChanged 6376
		SP:Iteration 1F (1081.890000 sec): 3 clusters
  Score: Raw -1286110.902219 + Penalty 3102.992550 = -1283007.909669
  nChanged 2092
		SP:Iteration 2F (1082.140000 sec): 3 clusters
  Score: Raw -1289531.642568 + Penalty 3102.992550 = -1286428.650018
  nChanged 1293
		SP:Iteration 3F (1082.330000 sec): 3 clusters
  Score: Raw -1290958.061822 + Penalty 3102.992550 = -1287855.069272
  nChanged 622
		SP:Iteration 4Q (1082.580000 sec): 3 clusters
  Score: Raw -1291520.343704 + Penalty 3102.992550 = -1288417.351154
  nChanged 391
		SP:Iteration 5Q (1082.820000 sec): 3 clusters
  Score: Raw -1291799.917907 + Penalty 3102.992550 = -1288696.925357
  nChanged 287
		SP:Iteration 6Q (1083.020000 sec): 3 clusters
  Score: Raw -1291972.005226 + Penalty 3102.992550 = -1288869.012676
  nChanged 263
		SP:Iteration 7Q (1083.260000 sec): 3 clusters
  Score: Raw -1292140.622740 + Penalty 3102.992550 = -1289037.630191
  nChanged 285
		SP:Iteration 8Q (1083.480000 sec): 3 clusters
  Score: Raw -1292356.989757 + Penalty 3102.992550 = -1289253.997207
  nChanged 326
		SP:Iteration 9Q (1083.720000 sec): 3 clusters
  Score: Raw -1292609.198745 + Penalty 3102.992550 = -1289506.206195
  nChanged 323
		SP:Iteration 10Q (1083.960000 sec): 3 clusters
  Score: Raw -1292864.367546 + Penalty 3102.992550 = -1289761.374996
  nChanged 327
		SP:Iteration 11Q (1084.210000 sec): 3 clusters
  Score: Raw -1293138.743919 + Penalty 3102.992550 = -1290035.751369
  nChanged 272
		SP:Iteration 12Q (1084.460000 sec): 3 clusters
  Score: Raw -1293353.780738 + Penalty 3102.992550 = -1290250.788188
  nChanged 239
		SP:Iteration 13Q (1084.680000 sec): 3 clusters
  Score: Raw -1293502.128155 + Penalty 3102.992550 = -1290399.135605
  nChanged 178
		SP:Iteration 14Q (1084.950000 sec): 3 clusters
  Score: Raw -1293631.042687 + Penalty 3102.992550 = -1290528.050137
  nChanged 151
		SP:Iteration 15Q (1085.190000 sec): 3 clusters
  Score: Raw -1293732.378030 + Penalty 3102.992550 = -1290629.385481
  nChanged 117
		SP:Iteration 16Q (1085.410000 sec): 3 clusters
  Score: Raw -1293786.349575 + Penalty 3102.992550 = -1290683.357025
  nChanged 73
		SP:Iteration 17Q (1085.660000 sec): 3 clusters
  Score: Raw -1293843.198921 + Penalty 3102.992550 = -1290740.206371
  nChanged 65
		SP:Iteration 18Q (1085.840000 sec): 3 clusters
  Score: Raw -1293868.271846 + Penalty 3102.992550 = -1290765.279296
  nChanged 63
		SP:Iteration 19Q (1086.060000 sec): 3 clusters
  Score: Raw -1293900.436202 + Penalty 3102.992550 = -1290797.443652
  nChanged 35
		SP:Iteration 20F (1086.300000 sec): 3 clusters
  Score: Raw -1294140.273723 + Penalty 3102.992550 = -1291037.281173
  nChanged 112
		SP:Iteration 21Q (1086.570000 sec): 3 clusters
  Score: Raw -1294402.586698 + Penalty 3102.992550 = -1291299.594148
  nChanged 179
		SP:Iteration 22Q (1086.810000 sec): 3 clusters
  Score: Raw -1294600.191312 + Penalty 3102.992550 = -1291497.198762
  nChanged 160
		SP:Iteration 23Q (1087.040000 sec): 3 clusters
  Score: Raw -1294720.629352 + Penalty 3102.992550 = -1291617.636802
  nChanged 140
		SP:Iteration 24Q (1087.270000 sec): 3 clusters
  Score: Raw -1294771.339433 + Penalty 3102.992550 = -1291668.346883
  nChanged 90
		SP:Iteration 25Q (1087.480000 sec): 3 clusters
  Score: Raw -1294795.873434 + Penalty 3102.992550 = -1291692.880884
  nChanged 75
		SP:Iteration 26Q (1087.760000 sec): 3 clusters
  Score: Raw -1294817.084693 + Penalty 3102.992550 = -1291714.092144
  nChanged 45
		SP:Iteration 27Q (1088.000000 sec): 3 clusters
  Score: Raw -1294825.304582 + Penalty 3102.992550 = -1291722.312032
  nChanged 35
		SP:Iteration 28Q (1088.200000 sec): 3 clusters
  Score: Raw -1294835.305397 + Penalty 3102.992550 = -1291732.312847
  nChanged 26
		SP:Iteration 29Q (1088.430000 sec): 3 clusters
  Score: Raw -1294840.649707 + Penalty 3102.992550 = -1291737.657157
  nChanged 18
		SP:Iteration 30Q (1088.670000 sec): 3 clusters
  Score: Raw -1294842.045853 + Penalty 3102.992550 = -1291739.053303
  nChanged 9
		SP:Iteration 31Q (1088.890000 sec): 3 clusters
  Score: Raw -1294843.340170 + Penalty 3102.992550 = -1291740.347620
  nChanged 8
		SP:Iteration 32Q (1089.120000 sec): 3 clusters
  Score: Raw -1294845.103540 + Penalty 3102.992550 = -1291742.110990
  nChanged 6
		SP:Iteration 33Q (1089.360000 sec): 3 clusters
  Score: Raw -1294845.464245 + Penalty 3102.992550 = -1291742.471695
  nChanged 2
		SP:Iteration 34Q (1089.600000 sec): 3 clusters
  Score: Raw -1294845.536545 + Penalty 3102.992550 = -1291742.543995
  nChanged 1
		SP:Iteration 35Q (1089.830000 sec): 3 clusters
  Score: Raw -1294845.559500 + Penalty 3102.992550 = -1291742.566950
  nChanged 1
		SP:Iteration 36Q (1090.020000 sec): 3 clusters
  Score: Raw -1294845.589307 + Penalty 3102.992550 = -1291742.596757
  nChanged 0
		SP:Iteration 37F (1090.280000 sec): 3 clusters
  Score: Raw -1294850.511192 + Penalty 3102.992550 = -1291747.518642
  nChanged 3
		SP:Iteration 38Q (1090.480000 sec): 3 clusters
  Score: Raw -1294864.778110 + Penalty 3102.992550 = -1291761.785560
  nChanged 25
		SP:Iteration 39Q (1090.740000 sec): 3 clusters
  Score: Raw -1294875.100863 + Penalty 3102.992550 = -1291772.108313
  nChanged 27
		SP:Iteration 40F (1090.970000 sec): 3 clusters
  Score: Raw -1294887.176932 + Penalty 3102.992550 = -1291784.184382
  nChanged 22
		SP:Iteration 41Q (1091.210000 sec): 3 clusters
  Score: Raw -1294894.339648 + Penalty 3102.992550 = -1291791.347098
  nChanged 26
		SP:Iteration 42Q (1091.410000 sec): 3 clusters
  Score: Raw -1294897.872584 + Penalty 3102.992550 = -1291794.880034
  nChanged 18
		SP:Iteration 43Q (1091.670000 sec): 3 clusters
  Score: Raw -1294900.188501 + Penalty 3102.992550 = -1291797.195951
  nChanged 9
		SP:Iteration 44Q (1091.890000 sec): 3 clusters
  Score: Raw -1294901.279740 + Penalty 3102.992550 = -1291798.287190
  nChanged 6
		SP:Iteration 45Q (1092.100000 sec): 3 clusters
  Score: Raw -1294901.712321 + Penalty 3102.992550 = -1291798.719771
  nChanged 8
		SP:Iteration 46Q (1092.380000 sec): 3 clusters
  Score: Raw -1294902.503022 + Penalty 3102.992550 = -1291799.510472
  nChanged 6
		SP:Iteration 47Q (1092.590000 sec): 3 clusters
  Score: Raw -1294902.958344 + Penalty 3102.992550 = -1291799.965795
  nChanged 4
		SP:Iteration 48Q (1092.830000 sec): 3 clusters
  Score: Raw -1294903.380664 + Penalty 3102.992550 = -1291800.388114
  nChanged 7
		SP:Iteration 49Q (1093.050000 sec): 3 clusters
  Score: Raw -1294903.971225 + Penalty 3102.992550 = -1291800.978675
  nChanged 3
		SP:Iteration 50Q (1093.280000 sec): 3 clusters
  Score: Raw -1294904.189041 + Penalty 3102.992550 = -1291801.196491
  nChanged 2
		SP:Iteration 51Q (1093.490000 sec): 3 clusters
  Score: Raw -1294904.300214 + Penalty 3102.992550 = -1291801.307665
  nChanged 1
		SP:Iteration 52Q (1093.750000 sec): 3 clusters
  Score: Raw -1294904.431079 + Penalty 3102.992550 = -1291801.438530
  nChanged 1
		SP:Iteration 53Q (1093.940000 sec): 3 clusters
  Score: Raw -1294904.479965 + Penalty 3102.992550 = -1291801.487416
  nChanged 0
		SP:Iteration 54F (1094.170000 sec): 3 clusters
  Score: Raw -1294904.479965 + Penalty 3102.992550 = -1291801.487416
  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 9.11 GB.

 Trying to split cluster 13 (137216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1094.910000 sec): 2 clusters
  Score: Raw -14179491.761708 + Penalty 1922.263136 = -14177569.498572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1095.770000 sec): 3 clusters
  Score: Raw -14089760.290875 + Penalty 3844.526272 = -14085915.764603
  nChanged 65920
		SP:Iteration 1F (1096.520000 sec): 3 clusters
  Score: Raw -14134153.687917 + Penalty 3844.526272 = -14130309.161645
  nChanged 9438
		SP:Iteration 2F (1097.460000 sec): 3 clusters
  Score: Raw -14140800.775663 + Penalty 3844.526272 = -14136956.249392
  nChanged 10231
		SP:Iteration 3F (1098.320000 sec): 3 clusters
  Score: Raw -14147907.155727 + Penalty 3844.526272 = -14144062.629455
  nChanged 9841
		SP:Iteration 4F (1099.110000 sec): 3 clusters
  Score: Raw -14153902.580722 + Penalty 3844.526272 = -14150058.054450
  nChanged 8123
		SP:Iteration 5F (1100.000000 sec): 3 clusters
  Score: Raw -14158068.200332 + Penalty 3844.526272 = -14154223.674060
  nChanged 6490
		SP:Iteration 6Q (1100.840000 sec): 3 clusters
  Score: Raw -14161046.418415 + Penalty 3844.526272 = -14157201.892143
  nChanged 5319
		SP:Iteration 7Q (1101.720000 sec): 3 clusters
  Score: Raw -14163467.414030 + Penalty 3844.526272 = -14159622.887758
  nChanged 4584
		SP:Iteration 8Q (1102.650000 sec): 3 clusters
  Score: Raw -14165673.937627 + Penalty 3844.526272 = -14161829.411356
  nChanged 4261
		SP:Iteration 9Q (1103.350000 sec): 3 clusters
  Score: Raw -14167962.452047 + Penalty 3844.526272 = -14164117.925775
  nChanged 3839
		SP:Iteration 10Q (1104.060000 sec): 3 clusters
  Score: Raw -14170168.856872 + Penalty 3844.526272 = -14166324.330600
  nChanged 3430
		SP:Iteration 11Q (1104.790000 sec): 3 clusters
  Score: Raw -14172049.414280 + Penalty 3844.526272 = -14168204.888008
  nChanged 2921
		SP:Iteration 12Q (1105.530000 sec): 3 clusters
  Score: Raw -14173513.982080 + Penalty 3844.526272 = -14169669.455808
  nChanged 2439
		SP:Iteration 13Q (1106.330000 sec): 3 clusters
  Score: Raw -14174660.586842 + Penalty 3844.526272 = -14170816.060570
  nChanged 2178
		SP:Iteration 14Q (1107.100000 sec): 3 clusters
  Score: Raw -14175660.427655 + Penalty 3844.526272 = -14171815.901383
  nChanged 1888
		SP:Iteration 15Q (1107.860000 sec): 3 clusters
  Score: Raw -14176442.337806 + Penalty 3844.526272 = -14172597.811535
  nChanged 1663
		SP:Iteration 16Q (1108.610000 sec): 3 clusters
  Score: Raw -14177079.295309 + Penalty 3844.526272 = -14173234.769037
  nChanged 1480
		SP:Iteration 17Q (1109.300000 sec): 3 clusters
  Score: Raw -14177616.557543 + Penalty 3844.526272 = -14173772.031271
  nChanged 1327
		SP:Iteration 18Q (1110.030000 sec): 3 clusters
  Score: Raw -14178067.654945 + Penalty 3844.526272 = -14174223.128673
  nChanged 1238
		SP:Iteration 19Q (1110.770000 sec): 3 clusters
  Score: Raw -14178471.627755 + Penalty 3844.526272 = -14174627.101484
  nChanged 1136
		SP:Iteration 20F (1111.580000 sec): 3 clusters
  Score: Raw -14178827.007783 + Penalty 3844.526272 = -14174982.481511
  nChanged 1028
		SP:Iteration 21Q (1112.280000 sec): 3 clusters
  Score: Raw -14179139.890655 + Penalty 3844.526272 = -14175295.364384
  nChanged 970
		SP:Iteration 22Q (1112.990000 sec): 3 clusters
  Score: Raw -14179438.676302 + Penalty 3844.526272 = -14175594.150031
  nChanged 902
		SP:Iteration 23Q (1113.690000 sec): 3 clusters
  Score: Raw -14179735.003059 + Penalty 3844.526272 = -14175890.476787
  nChanged 892
		SP:Iteration 24Q (1114.440000 sec): 3 clusters
  Score: Raw -14180064.832763 + Penalty 3844.526272 = -14176220.306492
  nChanged 857
		SP:Iteration 25Q (1115.210000 sec): 3 clusters
  Score: Raw -14180408.653500 + Penalty 3844.526272 = -14176564.127228
  nChanged 799
		SP:Iteration 26Q (1116.000000 sec): 3 clusters
  Score: Raw -14180737.928426 + Penalty 3844.526272 = -14176893.402154
  nChanged 753
		SP:Iteration 27Q (1116.780000 sec): 3 clusters
  Score: Raw -14181053.194692 + Penalty 3844.526272 = -14177208.668420
  nChanged 693
		SP:Iteration 28Q (1117.510000 sec): 3 clusters
  Score: Raw -14181371.173454 + Penalty 3844.526272 = -14177526.647183
  nChanged 592
		SP:Iteration 29Q (1118.220000 sec): 3 clusters
  Score: Raw -14181666.875249 + Penalty 3844.526272 = -14177822.348977
  nChanged 535
		SP:Iteration 30Q (1118.910000 sec): 3 clusters
  Score: Raw -14181943.097127 + Penalty 3844.526272 = -14178098.570855
  nChanged 494
		SP:Iteration 31Q (1119.620000 sec): 3 clusters
  Score: Raw -14182238.353238 + Penalty 3844.526272 = -14178393.826966
  nChanged 423
		SP:Iteration 32Q (1120.360000 sec): 3 clusters
  Score: Raw -14182441.814194 + Penalty 3844.526272 = -14178597.287922
  nChanged 308
		SP:Iteration 33Q (1121.060000 sec): 3 clusters
  Score: Raw -14182563.412464 + Penalty 3844.526272 = -14178718.886192
  nChanged 260
		SP:Iteration 34Q (1121.850000 sec): 3 clusters
  Score: Raw -14182655.767825 + Penalty 3844.526272 = -14178811.241553
  nChanged 235
		SP:Iteration 35Q (1122.630000 sec): 3 clusters
  Score: Raw -14182739.747731 + Penalty 3844.526272 = -14178895.221459
  nChanged 205
		SP:Iteration 36Q (1123.360000 sec): 3 clusters
  Score: Raw -14182798.925908 + Penalty 3844.526272 = -14178954.399636
  nChanged 166
		SP:Iteration 37Q (1124.040000 sec): 3 clusters
  Score: Raw -14182839.268869 + Penalty 3844.526272 = -14178994.742597
  nChanged 151
		SP:Iteration 38Q (1124.820000 sec): 3 clusters
  Score: Raw -14182876.872354 + Penalty 3844.526272 = -14179032.346082
  nChanged 139
		SP:Iteration 39Q (1125.550000 sec): 3 clusters
  Score: Raw -14182907.012783 + Penalty 3844.526272 = -14179062.486511
  nChanged 120
		SP:Iteration 40F (1126.370000 sec): 3 clusters
  Score: Raw -14182955.359917 + Penalty 3844.526272 = -14179110.833645
  nChanged 124
		SP:Iteration 41Q (1127.240000 sec): 3 clusters
  Score: Raw -14182985.713637 + Penalty 3844.526272 = -14179141.187366
  nChanged 107
		SP:Iteration 42Q (1128.080000 sec): 3 clusters
  Score: Raw -14183002.447165 + Penalty 3844.526272 = -14179157.920893
  nChanged 76
		SP:Iteration 43Q (1128.870000 sec): 3 clusters
  Score: Raw -14183014.314490 + Penalty 3844.526272 = -14179169.788218
  nChanged 76
		SP:Iteration 44Q (1129.610000 sec): 3 clusters
  Score: Raw -14183025.618683 + Penalty 3844.526272 = -14179181.092411
  nChanged 81
		SP:Iteration 45Q (1130.320000 sec): 3 clusters
  Score: Raw -14183035.321218 + Penalty 3844.526272 = -14179190.794946
  nChanged 58
		SP:Iteration 46Q (1131.050000 sec): 3 clusters
  Score: Raw -14183041.508985 + Penalty 3844.526272 = -14179196.982714
  nChanged 40
		SP:Iteration 47Q (1131.720000 sec): 3 clusters
  Score: Raw -14183046.703143 + Penalty 3844.526272 = -14179202.176871
  nChanged 43
		SP:Iteration 48Q (1132.370000 sec): 3 clusters
  Score: Raw -14183053.093847 + Penalty 3844.526272 = -14179208.567575
  nChanged 48
		SP:Iteration 49Q (1133.030000 sec): 3 clusters
  Score: Raw -14183061.915197 + Penalty 3844.526272 = -14179217.388925
  nChanged 69
		SP:Iteration 50Q (1133.630000 sec): 3 clusters
  Score: Raw -14183078.306964 + Penalty 3844.526272 = -14179233.780692
  nChanged 78
		SP:Iteration 51Q (1134.210000 sec): 3 clusters
  Score: Raw -14183101.824916 + Penalty 3844.526272 = -14179257.298644
  nChanged 104
		SP:Iteration 52Q (1134.860000 sec): 3 clusters
  Score: Raw -14183133.742959 + Penalty 3844.526272 = -14179289.216687
  nChanged 132
		SP:Iteration 53Q (1135.520000 sec): 3 clusters
  Score: Raw -14183175.482400 + Penalty 3844.526272 = -14179330.956128
  nChanged 143
		SP:Iteration 54Q (1136.240000 sec): 3 clusters
  Score: Raw -14183218.453563 + Penalty 3844.526272 = -14179373.927291
  nChanged 156
		SP:Iteration 55Q (1136.920000 sec): 3 clusters
  Score: Raw -14183257.299901 + Penalty 3844.526272 = -14179412.773629
  nChanged 156
		SP:Iteration 56Q (1137.560000 sec): 3 clusters
  Score: Raw -14183297.215700 + Penalty 3844.526272 = -14179452.689428
  nChanged 136
		SP:Iteration 57Q (1138.130000 sec): 3 clusters
  Score: Raw -14183322.828236 + Penalty 3844.526272 = -14179478.301964
  nChanged 105
		SP:Iteration 58Q (1138.780000 sec): 3 clusters
  Score: Raw -14183337.922162 + Penalty 3844.526272 = -14179493.395890
  nChanged 90
		SP:Iteration 59Q (1139.430000 sec): 3 clusters
  Score: Raw -14183348.972805 + Penalty 3844.526272 = -14179504.446534
  nChanged 74
		SP:Iteration 60F (1140.110000 sec): 3 clusters
  Score: Raw -14183386.440692 + Penalty 3844.526272 = -14179541.914420
  nChanged 77
		SP:Iteration 61Q (1140.870000 sec): 3 clusters
  Score: Raw -14183407.464832 + Penalty 3844.526272 = -14179562.938560
  nChanged 102
		SP:Iteration 62Q (1141.630000 sec): 3 clusters
  Score: Raw -14183426.164620 + Penalty 3844.526272 = -14179581.638348
  nChanged 105
		SP:Iteration 63Q (1142.420000 sec): 3 clusters
  Score: Raw -14183445.804459 + Penalty 3844.526272 = -14179601.278187
  nChanged 100
		SP:Iteration 64Q (1143.160000 sec): 3 clusters
  Score: Raw -14183461.154581 + Penalty 3844.526272 = -14179616.628310
  nChanged 89
		SP:Iteration 65Q (1143.840000 sec): 3 clusters
  Score: Raw -14183474.990160 + Penalty 3844.526272 = -14179630.463888
  nChanged 82
		SP:Iteration 66Q (1144.590000 sec): 3 clusters
  Score: Raw -14183485.762442 + Penalty 3844.526272 = -14179641.236170
  nChanged 70
		SP:Iteration 67Q (1145.280000 sec): 3 clusters
  Score: Raw -14183493.450844 + Penalty 3844.526272 = -14179648.924572
  nChanged 63
		SP:Iteration 68Q (1146.020000 sec): 3 clusters
  Score: Raw -14183499.176956 + Penalty 3844.526272 = -14179654.650684
  nChanged 49
		SP:Iteration 69Q (1146.740000 sec): 3 clusters
  Score: Raw -14183503.444361 + Penalty 3844.526272 = -14179658.918089
  nChanged 46
		SP:Iteration 70Q (1147.500000 sec): 3 clusters
  Score: Raw -14183507.423182 + Penalty 3844.526272 = -14179662.896910
  nChanged 51
		SP:Iteration 71Q (1148.260000 sec): 3 clusters
  Score: Raw -14183512.541034 + Penalty 3844.526272 = -14179668.014762
  nChanged 37
		SP:Iteration 72Q (1149.020000 sec): 3 clusters
  Score: Raw -14183515.610717 + Penalty 3844.526272 = -14179671.084445
  nChanged 33
		SP:Iteration 73Q (1149.810000 sec): 3 clusters
  Score: Raw -14183518.676790 + Penalty 3844.526272 = -14179674.150519
  nChanged 31
		SP:Iteration 74Q (1150.680000 sec): 3 clusters
  Score: Raw -14183521.598852 + Penalty 3844.526272 = -14179677.072580
  nChanged 28
		SP:Iteration 75Q (1151.500000 sec): 3 clusters
  Score: Raw -14183524.103413 + Penalty 3844.526272 = -14179679.577141
  nChanged 26
		SP:Iteration 76Q (1152.390000 sec): 3 clusters
  Score: Raw -14183525.778382 + Penalty 3844.526272 = -14179681.252110
  nChanged 13
		SP:Iteration 77Q (1153.300000 sec): 3 clusters
  Score: Raw -14183526.877092 + Penalty 3844.526272 = -14179682.350820
  nChanged 21
		SP:Iteration 78Q (1154.070000 sec): 3 clusters
  Score: Raw -14183528.300968 + Penalty 3844.526272 = -14179683.774696
  nChanged 14
		SP:Iteration 79Q (1154.830000 sec): 3 clusters
  Score: Raw -14183529.088394 + Penalty 3844.526272 = -14179684.562122
  nChanged 14
		SP:Iteration 80F (1155.630000 sec): 3 clusters
  Score: Raw -14183529.805854 + Penalty 3844.526272 = -14179685.279582
  nChanged 11
		SP:Iteration 81Q (1156.380000 sec): 3 clusters
  Score: Raw -14183530.568384 + Penalty 3844.526272 = -14179686.042112
  nChanged 10
		SP:Iteration 82Q (1157.090000 sec): 3 clusters
  Score: Raw -14183530.993622 + Penalty 3844.526272 = -14179686.467350
  nChanged 4
		SP:Iteration 83Q (1157.760000 sec): 3 clusters
  Score: Raw -14183531.168570 + Penalty 3844.526272 = -14179686.642298
  nChanged 4
		SP:Iteration 84Q (1158.370000 sec): 3 clusters
  Score: Raw -14183531.383768 + Penalty 3844.526272 = -14179686.857497
  nChanged 5
		SP:Iteration 85Q (1158.970000 sec): 3 clusters
  Score: Raw -14183531.670913 + Penalty 3844.526272 = -14179687.144641
  nChanged 2
		SP:Iteration 86Q (1159.640000 sec): 3 clusters
  Score: Raw -14183531.778985 + Penalty 3844.526272 = -14179687.252713
  nChanged 3
		SP:Iteration 87Q (1160.400000 sec): 3 clusters
  Score: Raw -14183531.931225 + Penalty 3844.526272 = -14179687.404953
  nChanged 2
		SP:Iteration 88Q (1161.130000 sec): 3 clusters
  Score: Raw -14183532.023226 + Penalty 3844.526272 = -14179687.496954
  nChanged 2
		SP:Iteration 89Q (1161.900000 sec): 3 clusters
  Score: Raw -14183532.129498 + Penalty 3844.526272 = -14179687.603226
  nChanged 6
		SP:Iteration 90Q (1162.630000 sec): 3 clusters
  Score: Raw -14183532.423383 + Penalty 3844.526272 = -14179687.897111
  nChanged 7
		SP:Iteration 91Q (1163.400000 sec): 3 clusters
  Score: Raw -14183532.768994 + Penalty 3844.526272 = -14179688.242723
  nChanged 3
		SP:Iteration 92Q (1164.200000 sec): 3 clusters
  Score: Raw -14183532.902354 + Penalty 3844.526272 = -14179688.376082
  nChanged 4
		SP:Iteration 93Q (1164.980000 sec): 3 clusters
  Score: Raw -14183533.103824 + Penalty 3844.526272 = -14179688.577552
  nChanged 4
		SP:Iteration 94Q (1165.710000 sec): 3 clusters
  Score: Raw -14183533.249091 + Penalty 3844.526272 = -14179688.722820
  nChanged 3
		SP:Iteration 95Q (1166.430000 sec): 3 clusters
  Score: Raw -14183533.349637 + Penalty 3844.526272 = -14179688.823365
  nChanged 1
		SP:Iteration 96Q (1167.200000 sec): 3 clusters
  Score: Raw -14183533.507234 + Penalty 3844.526272 = -14179688.980963
  nChanged 6
		SP:Iteration 97Q (1168.010000 sec): 3 clusters
  Score: Raw -14183533.952587 + Penalty 3844.526272 = -14179689.426315
  nChanged 10
		SP:Iteration 98Q (1168.880000 sec): 3 clusters
  Score: Raw -14183534.378972 + Penalty 3844.526272 = -14179689.852700
  nChanged 6
		SP:Iteration 99Q (1169.780000 sec): 3 clusters
  Score: Raw -14183534.807268 + Penalty 3844.526272 = -14179690.280996
  nChanged 6
		SP:Iteration 100F (1170.680000 sec): 3 clusters
  Score: Raw -14183535.171170 + Penalty 3844.526272 = -14179690.644898
  nChanged 4
		SP:Iteration 101Q (1171.540000 sec): 3 clusters
  Score: Raw -14183535.386575 + Penalty 3844.526272 = -14179690.860303
  nChanged 4
		SP:Iteration 102Q (1172.380000 sec): 3 clusters
  Score: Raw -14183535.539760 + Penalty 3844.526272 = -14179691.013488
  nChanged 3
		SP:Iteration 103Q (1173.220000 sec): 3 clusters
  Score: Raw -14183535.655779 + Penalty 3844.526272 = -14179691.129507
  nChanged 3
		SP:Iteration 104Q (1174.070000 sec): 3 clusters
  Score: Raw -14183535.871591 + Penalty 3844.526272 = -14179691.345319
  nChanged 6
		SP:Iteration 105Q (1174.770000 sec): 3 clusters
  Score: Raw -14183536.270195 + Penalty 3844.526272 = -14179691.743923
  nChanged 4
		SP:Iteration 106Q (1175.520000 sec): 3 clusters
  Score: Raw -14183536.521564 + Penalty 3844.526272 = -14179691.995292
  nChanged 5
		SP:Iteration 107Q (1176.300000 sec): 3 clusters
  Score: Raw -14183536.807860 + Penalty 3844.526272 = -14179692.281588
  nChanged 3
		SP:Iteration 108Q (1177.080000 sec): 3 clusters
  Score: Raw -14183536.908074 + Penalty 3844.526272 = -14179692.381802
  nChanged 1
		SP:Iteration 109Q (1177.870000 sec): 3 clusters
  Score: Raw -14183536.948916 + Penalty 3844.526272 = -14179692.422644
  nChanged 1
		SP:Iteration 110Q (1178.600000 sec): 3 clusters
  Score: Raw -14183537.024628 + Penalty 3844.526272 = -14179692.498356
  nChanged 2
		SP:Iteration 111Q (1179.400000 sec): 3 clusters
  Score: Raw -14183537.117477 + Penalty 3844.526272 = -14179692.591205
  nChanged 1
		SP:Iteration 112Q (1180.120000 sec): 3 clusters
  Score: Raw -14183537.144598 + Penalty 3844.526272 = -14179692.618327
  nChanged 0
		SP:Iteration 113F (1181.050000 sec): 3 clusters
  Score: Raw -14183537.144598 + Penalty 3844.526272 = -14179692.618327
  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 9.11 GB.

 Trying to split cluster 14 (7769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1181.210000 sec): 2 clusters
  Score: Raw -703523.924295 + Penalty 1455.658219 = -702068.266076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1181.490000 sec): 3 clusters
  Score: Raw -699885.688641 + Penalty 2911.316439 = -696974.372202
  nChanged 3482
		SP:Iteration 1F (1181.700000 sec): 3 clusters
  Score: Raw -712251.135474 + Penalty 2911.316439 = -709339.819035
  nChanged 1356
		SP:Iteration 2F (1181.950000 sec): 3 clusters
  Score: Raw -720666.464736 + Penalty 2911.316439 = -717755.148297
  nChanged 1037
		SP:Iteration 3F (1182.170000 sec): 3 clusters
  Score: Raw -728200.846565 + Penalty 2911.316439 = -725289.530126
  nChanged 533
		SP:Iteration 4F (1182.390000 sec): 3 clusters
  Score: Raw -733786.164671 + Penalty 2911.316439 = -730874.848232
  nChanged 191
		SP:Iteration 5Q (1182.580000 sec): 3 clusters
  Score: Raw -734994.384910 + Penalty 2911.316439 = -732083.068471
  nChanged 76
		SP:Iteration 6Q (1182.810000 sec): 3 clusters
  Score: Raw -735582.342675 + Penalty 2911.316439 = -732671.026236
  nChanged 43
		SP:Iteration 7Q (1183.000000 sec): 3 clusters
  Score: Raw -736370.849133 + Penalty 2911.316439 = -733459.532694
  nChanged 41
		SP:Iteration 8Q (1183.190000 sec): 3 clusters
  Score: Raw -738171.419154 + Penalty 2911.316439 = -735260.102715
  nChanged 16
		SP:Iteration 9Q (1183.400000 sec): 3 clusters
  Score: Raw -738344.005990 + Penalty 2911.316439 = -735432.689552
  nChanged 8
		SP:Iteration 10Q (1183.630000 sec): 3 clusters
  Score: Raw -738354.640199 + Penalty 2911.316439 = -735443.323760
  nChanged 1
		SP:Iteration 11Q (1183.820000 sec): 3 clusters
  Score: Raw -738354.970573 + Penalty 2911.316439 = -735443.654134
  nChanged 0
		SP:Iteration 12F (1184.030000 sec): 3 clusters
  Score: Raw -738354.970573 + Penalty 2911.316439 = -735443.654134
  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 9.11 GB.

 Trying to split cluster 15 (83310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1184.450000 sec): 2 clusters
  Score: Raw -9033175.396934 + Penalty 1841.177629 = -9031334.219305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1185.040000 sec): 3 clusters
  Score: Raw -8979730.695900 + Penalty 3682.355257 = -8976048.340643
  nChanged 39569
		SP:Iteration 1F (1185.580000 sec): 3 clusters
  Score: Raw -9006278.465224 + Penalty 3682.355257 = -9002596.109967
  nChanged 5994
		SP:Iteration 2F (1186.120000 sec): 3 clusters
  Score: Raw -9010917.282092 + Penalty 3682.355257 = -9007234.926835
  nChanged 6555
		SP:Iteration 3F (1186.680000 sec): 3 clusters
  Score: Raw -9016171.117577 + Penalty 3682.355257 = -9012488.762319
  nChanged 6611
		SP:Iteration 4F (1187.270000 sec): 3 clusters
  Score: Raw -9021308.211855 + Penalty 3682.355257 = -9017625.856598
  nChanged 5780
		SP:Iteration 5F (1187.810000 sec): 3 clusters
  Score: Raw -9025096.255317 + Penalty 3682.355257 = -9021413.900060
  nChanged 4600
		SP:Iteration 6F (1188.340000 sec): 3 clusters
  Score: Raw -9027358.085813 + Penalty 3682.355257 = -9023675.730556
  nChanged 3350
		SP:Iteration 7Q (1188.890000 sec): 3 clusters
  Score: Raw -9028617.975646 + Penalty 3682.355257 = -9024935.620389
  nChanged 2512
		SP:Iteration 8Q (1189.440000 sec): 3 clusters
  Score: Raw -9029425.533033 + Penalty 3682.355257 = -9025743.177776
  nChanged 1882
		SP:Iteration 9Q (1189.980000 sec): 3 clusters
  Score: Raw -9029980.542719 + Penalty 3682.355257 = -9026298.187462
  nChanged 1597
		SP:Iteration 10Q (1190.520000 sec): 3 clusters
  Score: Raw -9030404.473516 + Penalty 3682.355257 = -9026722.118258
  nChanged 1320
		SP:Iteration 11Q (1191.020000 sec): 3 clusters
  Score: Raw -9030738.713147 + Penalty 3682.355257 = -9027056.357890
  nChanged 1225
		SP:Iteration 12Q (1191.550000 sec): 3 clusters
  Score: Raw -9031035.401380 + Penalty 3682.355257 = -9027353.046123
  nChanged 1174
		SP:Iteration 13Q (1192.080000 sec): 3 clusters
  Score: Raw -9031311.486077 + Penalty 3682.355257 = -9027629.130820
  nChanged 1144
		SP:Iteration 14Q (1192.600000 sec): 3 clusters
  Score: Raw -9031577.821878 + Penalty 3682.355257 = -9027895.466621
  nChanged 1100
		SP:Iteration 15Q (1193.160000 sec): 3 clusters
  Score: Raw -9031830.985747 + Penalty 3682.355257 = -9028148.630490
  nChanged 1099
		SP:Iteration 16Q (1193.700000 sec): 3 clusters
  Score: Raw -9032075.569743 + Penalty 3682.355257 = -9028393.214486
  nChanged 1088
		SP:Iteration 17Q (1194.320000 sec): 3 clusters
  Score: Raw -9032331.006373 + Penalty 3682.355257 = -9028648.651116
  nChanged 1096
		SP:Iteration 18Q (1194.900000 sec): 3 clusters
  Score: Raw -9032603.873253 + Penalty 3682.355257 = -9028921.517995
  nChanged 1203
		SP:Iteration 19Q (1195.480000 sec): 3 clusters
  Score: Raw -9032917.203928 + Penalty 3682.355257 = -9029234.848670
  nChanged 1271
		SP:Iteration 20F (1196.090000 sec): 3 clusters
  Score: Raw -9033260.561741 + Penalty 3682.355257 = -9029578.206483
  nChanged 1300
		SP:Iteration 21Q (1196.700000 sec): 3 clusters
  Score: Raw -9033618.596538 + Penalty 3682.355257 = -9029936.241281
  nChanged 1341
		SP:Iteration 22Q (1197.380000 sec): 3 clusters
  Score: Raw -9034003.623249 + Penalty 3682.355257 = -9030321.267991
  nChanged 1404
		SP:Iteration 23Q (1197.980000 sec): 3 clusters
  Score: Raw -9034443.990789 + Penalty 3682.355257 = -9030761.635532
  nChanged 1464
		SP:Iteration 24Q (1198.530000 sec): 3 clusters
  Score: Raw -9034930.540495 + Penalty 3682.355257 = -9031248.185238
  nChanged 1520
		SP:Iteration 25Q (1199.050000 sec): 3 clusters
  Score: Raw -9035445.160464 + Penalty 3682.355257 = -9031762.805206
  nChanged 1512
		SP:Iteration 26Q (1199.530000 sec): 3 clusters
  Score: Raw -9035992.792061 + Penalty 3682.355257 = -9032310.436804
  nChanged 1606
		SP:Iteration 27Q (1200.070000 sec): 3 clusters
  Score: Raw -9036591.209306 + Penalty 3682.355257 = -9032908.854048
  nChanged 1546
		SP:Iteration 28Q (1200.610000 sec): 3 clusters
  Score: Raw -9037210.030033 + Penalty 3682.355257 = -9033527.674775
  nChanged 1499
		SP:Iteration 29Q (1201.200000 sec): 3 clusters
  Score: Raw -9037835.195943 + Penalty 3682.355257 = -9034152.840685
  nChanged 1438
		SP:Iteration 30Q (1201.750000 sec): 3 clusters
  Score: Raw -9038442.745048 + Penalty 3682.355257 = -9034760.389790
  nChanged 1352
		SP:Iteration 31Q (1202.330000 sec): 3 clusters
  Score: Raw -9039015.621927 + Penalty 3682.355257 = -9035333.266670
  nChanged 1216
		SP:Iteration 32Q (1202.880000 sec): 3 clusters
  Score: Raw -9039502.415923 + Penalty 3682.355257 = -9035820.060665
  nChanged 1071
		SP:Iteration 33Q (1203.360000 sec): 3 clusters
  Score: Raw -9039906.227993 + Penalty 3682.355257 = -9036223.872736
  nChanged 909
		SP:Iteration 34Q (1203.930000 sec): 3 clusters
  Score: Raw -9040215.500049 + Penalty 3682.355257 = -9036533.144792
  nChanged 778
		SP:Iteration 35Q (1204.510000 sec): 3 clusters
  Score: Raw -9040455.167796 + Penalty 3682.355257 = -9036772.812539
  nChanged 659
		SP:Iteration 36Q (1205.130000 sec): 3 clusters
  Score: Raw -9040627.841084 + Penalty 3682.355257 = -9036945.485827
  nChanged 556
		SP:Iteration 37Q (1205.660000 sec): 3 clusters
  Score: Raw -9040747.480589 + Penalty 3682.355257 = -9037065.125332
  nChanged 428
		SP:Iteration 38Q (1206.190000 sec): 3 clusters
  Score: Raw -9040824.134226 + Penalty 3682.355257 = -9037141.778969
  nChanged 341
		SP:Iteration 39Q (1206.710000 sec): 3 clusters
  Score: Raw -9040875.850036 + Penalty 3682.355257 = -9037193.494779
  nChanged 282
		SP:Iteration 40F (1207.320000 sec): 3 clusters
  Score: Raw -9040939.707424 + Penalty 3682.355257 = -9037257.352167
  nChanged 263
		SP:Iteration 41Q (1207.890000 sec): 3 clusters
  Score: Raw -9040977.055787 + Penalty 3682.355257 = -9037294.700530
  nChanged 222
		SP:Iteration 42Q (1208.440000 sec): 3 clusters
  Score: Raw -9041001.181147 + Penalty 3682.355257 = -9037318.825889
  nChanged 179
		SP:Iteration 43Q (1208.980000 sec): 3 clusters
  Score: Raw -9041017.985323 + Penalty 3682.355257 = -9037335.630066
  nChanged 151
		SP:Iteration 44Q (1209.500000 sec): 3 clusters
  Score: Raw -9041030.058979 + Penalty 3682.355257 = -9037347.703722
  nChanged 111
		SP:Iteration 45Q (1210.030000 sec): 3 clusters
  Score: Raw -9041037.537232 + Penalty 3682.355257 = -9037355.181975
  nChanged 92
		SP:Iteration 46Q (1210.590000 sec): 3 clusters
  Score: Raw -9041043.699470 + Penalty 3682.355257 = -9037361.344213
  nChanged 75
		SP:Iteration 47Q (1211.100000 sec): 3 clusters
  Score: Raw -9041048.128035 + Penalty 3682.355257 = -9037365.772778
  nChanged 73
		SP:Iteration 48Q (1211.580000 sec): 3 clusters
  Score: Raw -9041052.604349 + Penalty 3682.355257 = -9037370.249092
  nChanged 63
		SP:Iteration 49Q (1212.210000 sec): 3 clusters
  Score: Raw -9041056.317246 + Penalty 3682.355257 = -9037373.961988
  nChanged 62
		SP:Iteration 50Q (1212.820000 sec): 3 clusters
  Score: Raw -9041059.412937 + Penalty 3682.355257 = -9037377.057680
  nChanged 50
		SP:Iteration 51Q (1213.370000 sec): 3 clusters
  Score: Raw -9041061.632894 + Penalty 3682.355257 = -9037379.277636
  nChanged 49
		SP:Iteration 52Q (1213.910000 sec): 3 clusters
  Score: Raw -9041064.126680 + Penalty 3682.355257 = -9037381.771422
  nChanged 42
		SP:Iteration 53Q (1214.520000 sec): 3 clusters
  Score: Raw -9041065.730684 + Penalty 3682.355257 = -9037383.375427
  nChanged 32
		SP:Iteration 54Q (1215.060000 sec): 3 clusters
  Score: Raw -9041067.246772 + Penalty 3682.355257 = -9037384.891515
  nChanged 32
		SP:Iteration 55Q (1215.540000 sec): 3 clusters
  Score: Raw -9041068.734164 + Penalty 3682.355257 = -9037386.378907
  nChanged 34
		SP:Iteration 56Q (1216.020000 sec): 3 clusters
  Score: Raw -9041070.045741 + Penalty 3682.355257 = -9037387.690483
  nChanged 18
		SP:Iteration 57Q (1216.500000 sec): 3 clusters
  Score: Raw -9041070.681319 + Penalty 3682.355257 = -9037388.326062
  nChanged 13
		SP:Iteration 58Q (1217.080000 sec): 3 clusters
  Score: Raw -9041071.310071 + Penalty 3682.355257 = -9037388.954814
  nChanged 18
		SP:Iteration 59Q (1217.670000 sec): 3 clusters
  Score: Raw -9041072.053956 + Penalty 3682.355257 = -9037389.698698
  nChanged 18
		SP:Iteration 60F (1218.230000 sec): 3 clusters
  Score: Raw -9041072.606284 + Penalty 3682.355257 = -9037390.251026
  nChanged 11
		SP:Iteration 61Q (1218.750000 sec): 3 clusters
  Score: Raw -9041073.005261 + Penalty 3682.355257 = -9037390.650003
  nChanged 16
		SP:Iteration 62Q (1219.290000 sec): 3 clusters
  Score: Raw -9041073.545531 + Penalty 3682.355257 = -9037391.190274
  nChanged 17
		SP:Iteration 63Q (1219.850000 sec): 3 clusters
  Score: Raw -9041074.132053 + Penalty 3682.355257 = -9037391.776795
  nChanged 15
		SP:Iteration 64Q (1220.420000 sec): 3 clusters
  Score: Raw -9041074.544047 + Penalty 3682.355257 = -9037392.188790
  nChanged 9
		SP:Iteration 65Q (1220.930000 sec): 3 clusters
  Score: Raw -9041074.851355 + Penalty 3682.355257 = -9037392.496097
  nChanged 10
		SP:Iteration 66Q (1221.450000 sec): 3 clusters
  Score: Raw -9041075.113350 + Penalty 3682.355257 = -9037392.758093
  nChanged 9
		SP:Iteration 67Q (1221.990000 sec): 3 clusters
  Score: Raw -9041075.352288 + Penalty 3682.355257 = -9037392.997030
  nChanged 6
		SP:Iteration 68Q (1222.530000 sec): 3 clusters
  Score: Raw -9041075.507807 + Penalty 3682.355257 = -9037393.152549
  nChanged 4
		SP:Iteration 69Q (1223.070000 sec): 3 clusters
  Score: Raw -9041075.609921 + Penalty 3682.355257 = -9037393.254664
  nChanged 6
		SP:Iteration 70Q (1223.560000 sec): 3 clusters
  Score: Raw -9041075.702214 + Penalty 3682.355257 = -9037393.346956
  nChanged 2
		SP:Iteration 71Q (1224.130000 sec): 3 clusters
  Score: Raw -9041075.757058 + Penalty 3682.355257 = -9037393.401800
  nChanged 3
		SP:Iteration 72Q (1224.630000 sec): 3 clusters
  Score: Raw -9041075.847258 + Penalty 3682.355257 = -9037393.492001
  nChanged 1
		SP:Iteration 73Q (1225.140000 sec): 3 clusters
  Score: Raw -9041075.862293 + Penalty 3682.355257 = -9037393.507036
  nChanged 0
		SP:Iteration 74F (1225.640000 sec): 3 clusters
  Score: Raw -9041075.862293 + Penalty 3682.355257 = -9037393.507036
  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 9.11 GB.

 Trying to split cluster 16 (16191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1225.840000 sec): 2 clusters
  Score: Raw -1758213.204625 + Penalty 1574.984257 = -1756638.220368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1226.090000 sec): 3 clusters
  Score: Raw -1748495.138058 + Penalty 3149.968514 = -1745345.169544
  nChanged 7298
		SP:Iteration 1F (1226.290000 sec): 3 clusters
  Score: Raw -1752530.996110 + Penalty 3149.968514 = -1749381.027596
  nChanged 885
		SP:Iteration 2F (1226.560000 sec): 3 clusters
  Score: Raw -1752896.481488 + Penalty 3149.968514 = -1749746.512975
  nChanged 846
		SP:Iteration 3F (1226.790000 sec): 3 clusters
  Score: Raw -1753324.256847 + Penalty 3149.968514 = -1750174.288333
  nChanged 868
		SP:Iteration 4F (1227.030000 sec): 3 clusters
  Score: Raw -1753834.878923 + Penalty 3149.968514 = -1750684.910409
  nChanged 832
		SP:Iteration 5F (1227.290000 sec): 3 clusters
  Score: Raw -1754379.785403 + Penalty 3149.968514 = -1751229.816889
  nChanged 830
		SP:Iteration 6F (1227.530000 sec): 3 clusters
  Score: Raw -1755012.269297 + Penalty 3149.968514 = -1751862.300784
  nChanged 901
		SP:Iteration 7F (1227.790000 sec): 3 clusters
  Score: Raw -1755714.114132 + Penalty 3149.968514 = -1752564.145619
  nChanged 940
		SP:Iteration 8F (1228.040000 sec): 3 clusters
  Score: Raw -1756488.869318 + Penalty 3149.968514 = -1753338.900805
  nChanged 898
		SP:Iteration 9F (1228.280000 sec): 3 clusters
  Score: Raw -1757298.845713 + Penalty 3149.968514 = -1754148.877200
  nChanged 912
		SP:Iteration 10F (1228.550000 sec): 3 clusters
  Score: Raw -1758180.579914 + Penalty 3149.968514 = -1755030.611400
  nChanged 831
		SP:Iteration 11F (1228.810000 sec): 3 clusters
  Score: Raw -1759096.595614 + Penalty 3149.968514 = -1755946.627100
  nChanged 753
		SP:Iteration 12Q (1229.060000 sec): 3 clusters
  Score: Raw -1760388.451956 + Penalty 3149.968514 = -1757238.483442
  nChanged 698
		SP:Iteration 13Q (1229.320000 sec): 3 clusters
  Score: Raw -1761385.670433 + Penalty 3149.968514 = -1758235.701919
  nChanged 534
		SP:Iteration 14Q (1229.590000 sec): 3 clusters
  Score: Raw -1761712.806107 + Penalty 3149.968514 = -1758562.837593
  nChanged 323
		SP:Iteration 15Q (1229.900000 sec): 3 clusters
  Score: Raw -1761873.795833 + Penalty 3149.968514 = -1758723.827319
  nChanged 245
		SP:Iteration 16Q (1230.190000 sec): 3 clusters
  Score: Raw -1761993.957862 + Penalty 3149.968514 = -1758843.989348
  nChanged 184
		SP:Iteration 17Q (1230.430000 sec): 3 clusters
  Score: Raw -1762086.013299 + Penalty 3149.968514 = -1758936.044785
  nChanged 175
		SP:Iteration 18Q (1230.650000 sec): 3 clusters
  Score: Raw -1762178.350396 + Penalty 3149.968514 = -1759028.381882
  nChanged 187
		SP:Iteration 19Q (1230.900000 sec): 3 clusters
  Score: Raw -1762269.162655 + Penalty 3149.968514 = -1759119.194142
  nChanged 164
		SP:Iteration 20F (1231.210000 sec): 3 clusters
  Score: Raw -1762371.414520 + Penalty 3149.968514 = -1759221.446007
  nChanged 177
		SP:Iteration 21Q (1231.440000 sec): 3 clusters
  Score: Raw -1762499.461654 + Penalty 3149.968514 = -1759349.493140
  nChanged 201
		SP:Iteration 22Q (1231.740000 sec): 3 clusters
  Score: Raw -1762645.396365 + Penalty 3149.968514 = -1759495.427851
  nChanged 204
		SP:Iteration 23Q (1232.040000 sec): 3 clusters
  Score: Raw -1762805.993079 + Penalty 3149.968514 = -1759656.024565
  nChanged 211
		SP:Iteration 24Q (1232.260000 sec): 3 clusters
  Score: Raw -1762971.738614 + Penalty 3149.968514 = -1759821.770100
  nChanged 201
		SP:Iteration 25Q (1232.500000 sec): 3 clusters
  Score: Raw -1763125.910604 + Penalty 3149.968514 = -1759975.942090
  nChanged 190
		SP:Iteration 26Q (1232.710000 sec): 3 clusters
  Score: Raw -1763291.511294 + Penalty 3149.968514 = -1760141.542781
  nChanged 182
		SP:Iteration 27Q (1232.990000 sec): 3 clusters
  Score: Raw -1763461.142199 + Penalty 3149.968514 = -1760311.173685
  nChanged 175
		SP:Iteration 28Q (1233.240000 sec): 3 clusters
  Score: Raw -1763620.246907 + Penalty 3149.968514 = -1760470.278393
  nChanged 152
		SP:Iteration 29Q (1233.520000 sec): 3 clusters
  Score: Raw -1763749.891797 + Penalty 3149.968514 = -1760599.923283
  nChanged 123
		SP:Iteration 30Q (1233.760000 sec): 3 clusters
  Score: Raw -1763824.414499 + Penalty 3149.968514 = -1760674.445985
  nChanged 76
		SP:Iteration 31Q (1234.000000 sec): 3 clusters
  Score: Raw -1763863.276661 + Penalty 3149.968514 = -1760713.308147
  nChanged 59
		SP:Iteration 32Q (1234.240000 sec): 3 clusters
  Score: Raw -1763890.816154 + Penalty 3149.968514 = -1760740.847640
  nChanged 41
		SP:Iteration 33Q (1234.480000 sec): 3 clusters
  Score: Raw -1763898.910768 + Penalty 3149.968514 = -1760748.942254
  nChanged 24
		SP:Iteration 34Q (1234.780000 sec): 3 clusters
  Score: Raw -1763907.974841 + Penalty 3149.968514 = -1760758.006328
  nChanged 16
		SP:Iteration 35Q (1235.100000 sec): 3 clusters
  Score: Raw -1763920.041648 + Penalty 3149.968514 = -1760770.073134
  nChanged 11
		SP:Iteration 36Q (1235.340000 sec): 3 clusters
  Score: Raw -1763921.543900 + Penalty 3149.968514 = -1760771.575386
  nChanged 6
		SP:Iteration 37Q (1235.580000 sec): 3 clusters
  Score: Raw -1763922.182913 + Penalty 3149.968514 = -1760772.214399
  nChanged 5
		SP:Iteration 38Q (1235.800000 sec): 3 clusters
  Score: Raw -1763922.426486 + Penalty 3149.968514 = -1760772.457972
  nChanged 1
		SP:Iteration 39Q (1236.070000 sec): 3 clusters
  Score: Raw -1763922.484501 + Penalty 3149.968514 = -1760772.515987
  nChanged 0
		SP:Iteration 40F (1236.330000 sec): 3 clusters
  Score: Raw -1763952.449077 + Penalty 3149.968514 = -1760802.480564
  nChanged 28
		SP:Iteration 41Q (1236.570000 sec): 3 clusters
  Score: Raw -1763968.984598 + Penalty 3149.968514 = -1760819.016084
  nChanged 26
		SP:Iteration 42Q (1236.810000 sec): 3 clusters
  Score: Raw -1763975.968962 + Penalty 3149.968514 = -1760826.000449
  nChanged 19
		SP:Iteration 43Q (1237.110000 sec): 3 clusters
  Score: Raw -1763978.790585 + Penalty 3149.968514 = -1760828.822072
  nChanged 18
		SP:Iteration 44Q (1237.350000 sec): 3 clusters
  Score: Raw -1763981.791836 + Penalty 3149.968514 = -1760831.823323
  nChanged 15
		SP:Iteration 45Q (1237.600000 sec): 3 clusters
  Score: Raw -1763984.154779 + Penalty 3149.968514 = -1760834.186266
  nChanged 11
		SP:Iteration 46Q (1237.890000 sec): 3 clusters
  Score: Raw -1763985.278838 + Penalty 3149.968514 = -1760835.310325
  nChanged 6
		SP:Iteration 47Q (1238.190000 sec): 3 clusters
  Score: Raw -1763985.919955 + Penalty 3149.968514 = -1760835.951442
  nChanged 5
		SP:Iteration 48Q (1238.460000 sec): 3 clusters
  Score: Raw -1763986.381684 + Penalty 3149.968514 = -1760836.413170
  nChanged 4
		SP:Iteration 49Q (1238.750000 sec): 3 clusters
  Score: Raw -1763986.978110 + Penalty 3149.968514 = -1760837.009596
  nChanged 2
		SP:Iteration 50Q (1239.010000 sec): 3 clusters
  Score: Raw -1763987.156075 + Penalty 3149.968514 = -1760837.187562
  nChanged 2
		SP:Iteration 51Q (1239.250000 sec): 3 clusters
  Score: Raw -1763987.389018 + Penalty 3149.968514 = -1760837.420505
  nChanged 4
		SP:Iteration 52Q (1239.480000 sec): 3 clusters
  Score: Raw -1763987.707286 + Penalty 3149.968514 = -1760837.738772
  nChanged 3
		SP:Iteration 53Q (1239.720000 sec): 3 clusters
  Score: Raw -1763987.951948 + Penalty 3149.968514 = -1760837.983435
  nChanged 1
		SP:Iteration 54Q (1239.950000 sec): 3 clusters
  Score: Raw -1763987.993938 + Penalty 3149.968514 = -1760838.025424
  nChanged 0
		SP:Iteration 55F (1240.240000 sec): 3 clusters
  Score: Raw -1763987.993938 + Penalty 3149.968514 = -1760838.025424
  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 9.11 GB.

 Trying to split cluster 17 (27850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1240.450000 sec): 2 clusters
  Score: Raw -3075085.616861 + Penalty 1663.120590 = -3073422.496271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1240.800000 sec): 3 clusters
  Score: Raw -3058072.278766 + Penalty 3326.241180 = -3054746.037586
  nChanged 12700
		SP:Iteration 1F (1241.120000 sec): 3 clusters
  Score: Raw -3065345.952096 + Penalty 3326.241180 = -3062019.710916
  nChanged 1613
		SP:Iteration 2F (1241.470000 sec): 3 clusters
  Score: Raw -3066206.649239 + Penalty 3326.241180 = -3062880.408059
  nChanged 1786
		SP:Iteration 3F (1241.840000 sec): 3 clusters
  Score: Raw -3067242.791062 + Penalty 3326.241180 = -3063916.549882
  nChanged 1999
		SP:Iteration 4F (1242.180000 sec): 3 clusters
  Score: Raw -3068629.821605 + Penalty 3326.241180 = -3065303.580425
  nChanged 2228
		SP:Iteration 5F (1242.460000 sec): 3 clusters
  Score: Raw -3070579.224526 + Penalty 3326.241180 = -3067252.983346
  nChanged 2152
		SP:Iteration 6F (1242.760000 sec): 3 clusters
  Score: Raw -3072721.756317 + Penalty 3326.241180 = -3069395.515137
  nChanged 1679
		SP:Iteration 7F (1243.100000 sec): 3 clusters
  Score: Raw -3074572.538074 + Penalty 3326.241180 = -3071246.296894
  nChanged 958
		SP:Iteration 8Q (1243.420000 sec): 3 clusters
  Score: Raw -3075921.732736 + Penalty 3326.241180 = -3072595.491557
  nChanged 506
		SP:Iteration 9Q (1243.660000 sec): 3 clusters
  Score: Raw -3076896.909940 + Penalty 3326.241180 = -3073570.668761
  nChanged 337
		SP:Iteration 10Q (1243.930000 sec): 3 clusters
  Score: Raw -3077757.425419 + Penalty 3326.241180 = -3074431.184239
  nChanged 291
		SP:Iteration 11Q (1244.270000 sec): 3 clusters
  Score: Raw -3078319.738237 + Penalty 3326.241180 = -3074993.497057
  nChanged 229
		SP:Iteration 12Q (1244.560000 sec): 3 clusters
  Score: Raw -3078572.057308 + Penalty 3326.241180 = -3075245.816128
  nChanged 103
		SP:Iteration 13Q (1244.820000 sec): 3 clusters
  Score: Raw -3078627.375490 + Penalty 3326.241180 = -3075301.134310
  nChanged 53
		SP:Iteration 14Q (1245.120000 sec): 3 clusters
  Score: Raw -3078642.034425 + Penalty 3326.241180 = -3075315.793245
  nChanged 17
		SP:Iteration 15Q (1245.450000 sec): 3 clusters
  Score: Raw -3078644.717609 + Penalty 3326.241180 = -3075318.476430
  nChanged 6
		SP:Iteration 16Q (1245.740000 sec): 3 clusters
  Score: Raw -3078645.568427 + Penalty 3326.241180 = -3075319.327248
  nChanged 0
		SP:Iteration 17F (1246.050000 sec): 3 clusters
  Score: Raw -3078680.148467 + Penalty 3326.241180 = -3075353.907287
  nChanged 5
		SP:Iteration 18Q (1246.390000 sec): 3 clusters
  Score: Raw -3078682.782555 + Penalty 3326.241180 = -3075356.541376
  nChanged 5
		SP:Iteration 19Q (1246.690000 sec): 3 clusters
  Score: Raw -3078683.895050 + Penalty 3326.241180 = -3075357.653870
  nChanged 5
		SP:Iteration 20F (1247.030000 sec): 3 clusters
  Score: Raw -3078684.572301 + Penalty 3326.241180 = -3075358.331121
  nChanged 1
		SP:Iteration 21Q (1247.320000 sec): 3 clusters
  Score: Raw -3078684.805337 + Penalty 3326.241180 = -3075358.564157
  nChanged 1
		SP:Iteration 22Q (1247.640000 sec): 3 clusters
  Score: Raw -3078684.925221 + Penalty 3326.241180 = -3075358.684041
  nChanged 1
		SP:Iteration 23Q (1247.960000 sec): 3 clusters
  Score: Raw -3078685.069256 + Penalty 3326.241180 = -3075358.828076
  nChanged 0
		SP:Iteration 24F (1248.290000 sec): 3 clusters
  Score: Raw -3078685.069256 + Penalty 3326.241180 = -3075358.828076
  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 9.11 GB.

 Trying to split cluster 18 (51609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1248.580000 sec): 2 clusters
  Score: Raw -5532638.385052 + Penalty 1763.360845 = -5530875.024207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1249.010000 sec): 3 clusters
  Score: Raw -5500198.554204 + Penalty 3526.721690 = -5496671.832513
  nChanged 24232
		SP:Iteration 1F (1249.450000 sec): 3 clusters
  Score: Raw -5515934.492709 + Penalty 3526.721690 = -5512407.771018
  nChanged 4059
		SP:Iteration 2F (1249.870000 sec): 3 clusters
  Score: Raw -5520329.732172 + Penalty 3526.721690 = -5516803.010481
  nChanged 5867
		SP:Iteration 3F (1250.280000 sec): 3 clusters
  Score: Raw -5529970.195519 + Penalty 3526.721690 = -5526443.473829
  nChanged 6699
		SP:Iteration 4F (1250.710000 sec): 3 clusters
  Score: Raw -5540020.678280 + Penalty 3526.721690 = -5536493.956589
  nChanged 4595
		SP:Iteration 5F (1251.130000 sec): 3 clusters
  Score: Raw -5543691.744086 + Penalty 3526.721690 = -5540165.022395
  nChanged 2296
		SP:Iteration 6Q (1251.630000 sec): 3 clusters
  Score: Raw -5544576.981744 + Penalty 3526.721690 = -5541050.260053
  nChanged 1086
		SP:Iteration 7Q (1252.120000 sec): 3 clusters
  Score: Raw -5544808.627232 + Penalty 3526.721690 = -5541281.905541
  nChanged 540
		SP:Iteration 8Q (1252.560000 sec): 3 clusters
  Score: Raw -5544895.313154 + Penalty 3526.721690 = -5541368.591463
  nChanged 340
		SP:Iteration 9Q (1252.990000 sec): 3 clusters
  Score: Raw -5544931.635545 + Penalty 3526.721690 = -5541404.913854
  nChanged 194
		SP:Iteration 10Q (1253.350000 sec): 3 clusters
  Score: Raw -5544945.853534 + Penalty 3526.721690 = -5541419.131844
  nChanged 116
		SP:Iteration 11Q (1253.760000 sec): 3 clusters
  Score: Raw -5544952.710875 + Penalty 3526.721690 = -5541425.989185
  nChanged 85
		SP:Iteration 12Q (1254.120000 sec): 3 clusters
  Score: Raw -5544957.356872 + Penalty 3526.721690 = -5541430.635182
  nChanged 55
		SP:Iteration 13Q (1254.510000 sec): 3 clusters
  Score: Raw -5544959.442859 + Penalty 3526.721690 = -5541432.721169
  nChanged 37
		SP:Iteration 14Q (1254.930000 sec): 3 clusters
  Score: Raw -5544960.585263 + Penalty 3526.721690 = -5541433.863573
  nChanged 21
		SP:Iteration 15Q (1255.370000 sec): 3 clusters
  Score: Raw -5544961.090493 + Penalty 3526.721690 = -5541434.368802
  nChanged 15
		SP:Iteration 16Q (1255.790000 sec): 3 clusters
  Score: Raw -5544961.414096 + Penalty 3526.721690 = -5541434.692405
  nChanged 7
		SP:Iteration 17Q (1256.190000 sec): 3 clusters
  Score: Raw -5544961.558409 + Penalty 3526.721690 = -5541434.836719
  nChanged 6
		SP:Iteration 18Q (1256.650000 sec): 3 clusters
  Score: Raw -5544961.663477 + Penalty 3526.721690 = -5541434.941787
  nChanged 1
		SP:Iteration 19Q (1257.090000 sec): 3 clusters
  Score: Raw -5544961.691615 + Penalty 3526.721690 = -5541434.969925
  nChanged 1
		SP:Iteration 20F (1257.550000 sec): 3 clusters
  Score: Raw -5544961.721373 + Penalty 3526.721690 = -5541434.999683
  nChanged 1
		SP:Iteration 21Q (1258.020000 sec): 3 clusters
  Score: Raw -5544961.751852 + Penalty 3526.721690 = -5541435.030162
  nChanged 0
		SP:Iteration 22F (1258.480000 sec): 3 clusters
  Score: Raw -5544961.751852 + Penalty 3526.721690 = -5541435.030162
  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 9.11 GB.

 Trying to split cluster 19 (82459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1258.930000 sec): 2 clusters
  Score: Raw -9011814.785910 + Penalty 1839.509178 = -9009975.276733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1259.530000 sec): 3 clusters
  Score: Raw -8958679.026701 + Penalty 3679.018356 = -8955000.008346
  nChanged 39243
		SP:Iteration 1F (1260.180000 sec): 3 clusters
  Score: Raw -8983310.385649 + Penalty 3679.018356 = -8979631.367293
  nChanged 4570
		SP:Iteration 2F (1260.730000 sec): 3 clusters
  Score: Raw -8986567.210121 + Penalty 3679.018356 = -8982888.191766
  nChanged 5666
		SP:Iteration 3F (1261.290000 sec): 3 clusters
  Score: Raw -8991003.313657 + Penalty 3679.018356 = -8987324.295301
  nChanged 6112
		SP:Iteration 4F (1261.960000 sec): 3 clusters
  Score: Raw -8995552.060184 + Penalty 3679.018356 = -8991873.041828
  nChanged 5989
		SP:Iteration 5F (1262.540000 sec): 3 clusters
  Score: Raw -8999876.121306 + Penalty 3679.018356 = -8996197.102951
  nChanged 5591
		SP:Iteration 6F (1263.150000 sec): 3 clusters
  Score: Raw -9003995.842885 + Penalty 3679.018356 = -9000316.824529
  nChanged 4865
		SP:Iteration 7F (1263.720000 sec): 3 clusters
  Score: Raw -9007529.537463 + Penalty 3679.018356 = -9003850.519107
  nChanged 3807
		SP:Iteration 8Q (1264.360000 sec): 3 clusters
  Score: Raw -9010149.197190 + Penalty 3679.018356 = -9006470.178835
  nChanged 2711
		SP:Iteration 9Q (1264.980000 sec): 3 clusters
  Score: Raw -9011727.182255 + Penalty 3679.018356 = -9008048.163899
  nChanged 2002
		SP:Iteration 10Q (1265.600000 sec): 3 clusters
  Score: Raw -9012665.896270 + Penalty 3679.018356 = -9008986.877914
  nChanged 1449
		SP:Iteration 11Q (1266.260000 sec): 3 clusters
  Score: Raw -9013202.187206 + Penalty 3679.018356 = -9009523.168850
  nChanged 1064
		SP:Iteration 12Q (1266.900000 sec): 3 clusters
  Score: Raw -9013507.602509 + Penalty 3679.018356 = -9009828.584154
  nChanged 833
		SP:Iteration 13Q (1267.480000 sec): 3 clusters
  Score: Raw -9013694.844578 + Penalty 3679.018356 = -9010015.826222
  nChanged 685
		SP:Iteration 14Q (1268.070000 sec): 3 clusters
  Score: Raw -9013825.296131 + Penalty 3679.018356 = -9010146.277776
  nChanged 559
		SP:Iteration 15Q (1268.650000 sec): 3 clusters
  Score: Raw -9013916.171249 + Penalty 3679.018356 = -9010237.152893
  nChanged 474
		SP:Iteration 16Q (1269.220000 sec): 3 clusters
  Score: Raw -9013986.866987 + Penalty 3679.018356 = -9010307.848632
  nChanged 433
		SP:Iteration 17Q (1269.810000 sec): 3 clusters
  Score: Raw -9014045.077252 + Penalty 3679.018356 = -9010366.058896
  nChanged 361
		SP:Iteration 18Q (1270.370000 sec): 3 clusters
  Score: Raw -9014087.710929 + Penalty 3679.018356 = -9010408.692573
  nChanged 310
		SP:Iteration 19Q (1270.940000 sec): 3 clusters
  Score: Raw -9014121.338118 + Penalty 3679.018356 = -9010442.319763
  nChanged 303
		SP:Iteration 20F (1271.490000 sec): 3 clusters
  Score: Raw -9014151.970419 + Penalty 3679.018356 = -9010472.952063
  nChanged 268
		SP:Iteration 21Q (1272.030000 sec): 3 clusters
  Score: Raw -9014175.932074 + Penalty 3679.018356 = -9010496.913719
  nChanged 250
		SP:Iteration 22Q (1272.540000 sec): 3 clusters
  Score: Raw -9014197.391725 + Penalty 3679.018356 = -9010518.373369
  nChanged 231
		SP:Iteration 23Q (1273.130000 sec): 3 clusters
  Score: Raw -9014216.497393 + Penalty 3679.018356 = -9010537.479037
  nChanged 232
		SP:Iteration 24Q (1273.730000 sec): 3 clusters
  Score: Raw -9014234.362933 + Penalty 3679.018356 = -9010555.344577
  nChanged 205
		SP:Iteration 25Q (1274.310000 sec): 3 clusters
  Score: Raw -9014248.491768 + Penalty 3679.018356 = -9010569.473412
  nChanged 201
		SP:Iteration 26Q (1274.910000 sec): 3 clusters
  Score: Raw -9014262.240724 + Penalty 3679.018356 = -9010583.222369
  nChanged 183
		SP:Iteration 27Q (1275.470000 sec): 3 clusters
  Score: Raw -9014274.321193 + Penalty 3679.018356 = -9010595.302837
  nChanged 159
		SP:Iteration 28Q (1275.990000 sec): 3 clusters
  Score: Raw -9014284.290993 + Penalty 3679.018356 = -9010605.272637
  nChanged 144
		SP:Iteration 29Q (1276.510000 sec): 3 clusters
  Score: Raw -9014292.399814 + Penalty 3679.018356 = -9010613.381459
  nChanged 139
		SP:Iteration 30Q (1276.980000 sec): 3 clusters
  Score: Raw -9014300.340086 + Penalty 3679.018356 = -9010621.321730
  nChanged 148
		SP:Iteration 31Q (1277.440000 sec): 3 clusters
  Score: Raw -9014309.031668 + Penalty 3679.018356 = -9010630.013313
  nChanged 146
		SP:Iteration 32Q (1277.960000 sec): 3 clusters
  Score: Raw -9014317.467833 + Penalty 3679.018356 = -9010638.449477
  nChanged 145
		SP:Iteration 33Q (1278.450000 sec): 3 clusters
  Score: Raw -9014326.137794 + Penalty 3679.018356 = -9010647.119439
  nChanged 155
		SP:Iteration 34Q (1278.940000 sec): 3 clusters
  Score: Raw -9014334.695115 + Penalty 3679.018356 = -9010655.676759
  nChanged 128
		SP:Iteration 35Q (1279.430000 sec): 3 clusters
  Score: Raw -9014340.860452 + Penalty 3679.018356 = -9010661.842096
  nChanged 120
		SP:Iteration 36Q (1279.960000 sec): 3 clusters
  Score: Raw -9014346.460668 + Penalty 3679.018356 = -9010667.442312
  nChanged 107
		SP:Iteration 37Q (1280.520000 sec): 3 clusters
  Score: Raw -9014350.798643 + Penalty 3679.018356 = -9010671.780287
  nChanged 95
		SP:Iteration 38Q (1281.070000 sec): 3 clusters
  Score: Raw -9014354.501384 + Penalty 3679.018356 = -9010675.483028
  nChanged 82
		SP:Iteration 39Q (1281.590000 sec): 3 clusters
  Score: Raw -9014357.426194 + Penalty 3679.018356 = -9010678.407838
  nChanged 79
		SP:Iteration 40F (1282.180000 sec): 3 clusters
  Score: Raw -9014360.384574 + Penalty 3679.018356 = -9010681.366218
  nChanged 75
		SP:Iteration 41Q (1282.730000 sec): 3 clusters
  Score: Raw -9014363.372056 + Penalty 3679.018356 = -9010684.353700
  nChanged 76
		SP:Iteration 42Q (1283.210000 sec): 3 clusters
  Score: Raw -9014366.845355 + Penalty 3679.018356 = -9010687.826999
  nChanged 78
		SP:Iteration 43Q (1283.690000 sec): 3 clusters
  Score: Raw -9014370.213475 + Penalty 3679.018356 = -9010691.195119
  nChanged 74
		SP:Iteration 44Q (1284.200000 sec): 3 clusters
  Score: Raw -9014373.255546 + Penalty 3679.018356 = -9010694.237190
  nChanged 80
		SP:Iteration 45Q (1284.700000 sec): 3 clusters
  Score: Raw -9014376.056729 + Penalty 3679.018356 = -9010697.038373
  nChanged 71
		SP:Iteration 46Q (1285.200000 sec): 3 clusters
  Score: Raw -9014378.773876 + Penalty 3679.018356 = -9010699.755520
  nChanged 60
		SP:Iteration 47Q (1285.720000 sec): 3 clusters
  Score: Raw -9014380.777127 + Penalty 3679.018356 = -9010701.758771
  nChanged 61
		SP:Iteration 48Q (1286.250000 sec): 3 clusters
  Score: Raw -9014382.857465 + Penalty 3679.018356 = -9010703.839109
  nChanged 69
		SP:Iteration 49Q (1286.790000 sec): 3 clusters
  Score: Raw -9014385.415456 + Penalty 3679.018356 = -9010706.397100
  nChanged 62
		SP:Iteration 50Q (1287.410000 sec): 3 clusters
  Score: Raw -9014387.972470 + Penalty 3679.018356 = -9010708.954114
  nChanged 66
		SP:Iteration 51Q (1287.990000 sec): 3 clusters
  Score: Raw -9014390.433628 + Penalty 3679.018356 = -9010711.415273
  nChanged 64
		SP:Iteration 52Q (1288.490000 sec): 3 clusters
  Score: Raw -9014392.892522 + Penalty 3679.018356 = -9010713.874166
  nChanged 72
		SP:Iteration 53Q (1289.120000 sec): 3 clusters
  Score: Raw -9014395.544273 + Penalty 3679.018356 = -9010716.525917
  nChanged 76
		SP:Iteration 54Q (1289.690000 sec): 3 clusters
  Score: Raw -9014398.403184 + Penalty 3679.018356 = -9010719.384828
  nChanged 86
		SP:Iteration 55Q (1290.270000 sec): 3 clusters
  Score: Raw -9014401.841444 + Penalty 3679.018356 = -9010722.823088
  nChanged 74
		SP:Iteration 56Q (1290.880000 sec): 3 clusters
  Score: Raw -9014404.691135 + Penalty 3679.018356 = -9010725.672779
  nChanged 70
		SP:Iteration 57Q (1291.400000 sec): 3 clusters
  Score: Raw -9014407.496168 + Penalty 3679.018356 = -9010728.477812
  nChanged 76
		SP:Iteration 58Q (1291.960000 sec): 3 clusters
  Score: Raw -9014410.285236 + Penalty 3679.018356 = -9010731.266881
  nChanged 58
		SP:Iteration 59Q (1292.580000 sec): 3 clusters
  Score: Raw -9014412.255858 + Penalty 3679.018356 = -9010733.237503
  nChanged 61
		SP:Iteration 60F (1293.140000 sec): 3 clusters
  Score: Raw -9014414.289122 + Penalty 3679.018356 = -9010735.270766
  nChanged 44
		SP:Iteration 61Q (1293.800000 sec): 3 clusters
  Score: Raw -9014415.421338 + Penalty 3679.018356 = -9010736.402983
  nChanged 38
		SP:Iteration 62Q (1294.380000 sec): 3 clusters
  Score: Raw -9014416.583011 + Penalty 3679.018356 = -9010737.564655
  nChanged 44
		SP:Iteration 63Q (1294.940000 sec): 3 clusters
  Score: Raw -9014418.080108 + Penalty 3679.018356 = -9010739.061752
  nChanged 54
		SP:Iteration 64Q (1295.470000 sec): 3 clusters
  Score: Raw -9014419.968776 + Penalty 3679.018356 = -9010740.950421
  nChanged 54
		SP:Iteration 65Q (1295.990000 sec): 3 clusters
  Score: Raw -9014421.867250 + Penalty 3679.018356 = -9010742.848894
  nChanged 56
		SP:Iteration 66Q (1296.560000 sec): 3 clusters
  Score: Raw -9014423.758405 + Penalty 3679.018356 = -9010744.740050
  nChanged 44
		SP:Iteration 67Q (1297.180000 sec): 3 clusters
  Score: Raw -9014425.395791 + Penalty 3679.018356 = -9010746.377436
  nChanged 50
		SP:Iteration 68Q (1297.810000 sec): 3 clusters
  Score: Raw -9014427.218233 + Penalty 3679.018356 = -9010748.199878
  nChanged 49
		SP:Iteration 69Q (1298.400000 sec): 3 clusters
  Score: Raw -9014429.175883 + Penalty 3679.018356 = -9010750.157528
  nChanged 52
		SP:Iteration 70Q (1299.050000 sec): 3 clusters
  Score: Raw -9014431.012285 + Penalty 3679.018356 = -9010751.993930
  nChanged 47
		SP:Iteration 71Q (1299.630000 sec): 3 clusters
  Score: Raw -9014432.417618 + Penalty 3679.018356 = -9010753.399262
  nChanged 40
		SP:Iteration 72Q (1300.230000 sec): 3 clusters
  Score: Raw -9014433.802253 + Penalty 3679.018356 = -9010754.783897
  nChanged 43
		SP:Iteration 73Q (1300.810000 sec): 3 clusters
  Score: Raw -9014435.087529 + Penalty 3679.018356 = -9010756.069173
  nChanged 30
		SP:Iteration 74Q (1301.450000 sec): 3 clusters
  Score: Raw -9014435.909263 + Penalty 3679.018356 = -9010756.890907
  nChanged 23
		SP:Iteration 75Q (1302.090000 sec): 3 clusters
  Score: Raw -9014436.530964 + Penalty 3679.018356 = -9010757.512609
  nChanged 21
		SP:Iteration 76Q (1302.690000 sec): 3 clusters
  Score: Raw -9014437.083629 + Penalty 3679.018356 = -9010758.065273
  nChanged 21
		SP:Iteration 77Q (1303.350000 sec): 3 clusters
  Score: Raw -9014437.529179 + Penalty 3679.018356 = -9010758.510823
  nChanged 18
		SP:Iteration 78Q (1303.960000 sec): 3 clusters
  Score: Raw -9014438.022719 + Penalty 3679.018356 = -9010759.004363
  nChanged 19
		SP:Iteration 79Q (1304.620000 sec): 3 clusters
  Score: Raw -9014438.425326 + Penalty 3679.018356 = -9010759.406970
  nChanged 23
		SP:Iteration 80F (1305.260000 sec): 3 clusters
  Score: Raw -9014438.929479 + Penalty 3679.018356 = -9010759.911123
  nChanged 24
		SP:Iteration 81Q (1305.880000 sec): 3 clusters
  Score: Raw -9014439.518267 + Penalty 3679.018356 = -9010760.499911
  nChanged 24
		SP:Iteration 82Q (1306.460000 sec): 3 clusters
  Score: Raw -9014440.153225 + Penalty 3679.018356 = -9010761.134869
  nChanged 22
		SP:Iteration 83Q (1307.020000 sec): 3 clusters
  Score: Raw -9014440.972315 + Penalty 3679.018356 = -9010761.953960
  nChanged 27
		SP:Iteration 84Q (1307.580000 sec): 3 clusters
  Score: Raw -9014441.875816 + Penalty 3679.018356 = -9010762.857461
  nChanged 38
		SP:Iteration 85Q (1308.140000 sec): 3 clusters
  Score: Raw -9014443.332215 + Penalty 3679.018356 = -9010764.313859
  nChanged 52
		SP:Iteration 86Q (1308.650000 sec): 3 clusters
  Score: Raw -9014445.641408 + Penalty 3679.018356 = -9010766.623052
  nChanged 56
		SP:Iteration 87Q (1309.200000 sec): 3 clusters
  Score: Raw -9014448.305416 + Penalty 3679.018356 = -9010769.287061
  nChanged 65
		SP:Iteration 88Q (1309.740000 sec): 3 clusters
  Score: Raw -9014451.220535 + Penalty 3679.018356 = -9010772.202180
  nChanged 74
		SP:Iteration 89Q (1310.360000 sec): 3 clusters
  Score: Raw -9014454.529005 + Penalty 3679.018356 = -9010775.510649
  nChanged 57
		SP:Iteration 90Q (1310.940000 sec): 3 clusters
  Score: Raw -9014457.020707 + Penalty 3679.018356 = -9010778.002351
  nChanged 69
		SP:Iteration 91Q (1311.520000 sec): 3 clusters
  Score: Raw -9014460.369632 + Penalty 3679.018356 = -9010781.351276
  nChanged 80
		SP:Iteration 92Q (1312.120000 sec): 3 clusters
  Score: Raw -9014464.984327 + Penalty 3679.018356 = -9010785.965972
  nChanged 84
		SP:Iteration 93Q (1312.690000 sec): 3 clusters
  Score: Raw -9014469.633188 + Penalty 3679.018356 = -9010790.614832
  nChanged 98
		SP:Iteration 94Q (1313.220000 sec): 3 clusters
  Score: Raw -9014476.310972 + Penalty 3679.018356 = -9010797.292616
  nChanged 96
		SP:Iteration 95Q (1313.740000 sec): 3 clusters
  Score: Raw -9014483.451941 + Penalty 3679.018356 = -9010804.433586
  nChanged 89
		SP:Iteration 96Q (1314.210000 sec): 3 clusters
  Score: Raw -9014490.090210 + Penalty 3679.018356 = -9010811.071855
  nChanged 100
		SP:Iteration 97Q (1314.680000 sec): 3 clusters
  Score: Raw -9014498.352966 + Penalty 3679.018356 = -9010819.334610
  nChanged 102
		SP:Iteration 98Q (1315.170000 sec): 3 clusters
  Score: Raw -9014507.639646 + Penalty 3679.018356 = -9010828.621290
  nChanged 124
		SP:Iteration 99Q (1315.650000 sec): 3 clusters
  Score: Raw -9014519.115011 + Penalty 3679.018356 = -9010840.096655
  nChanged 127
		SP:Iteration 100F (1316.160000 sec): 3 clusters
  Score: Raw -9014531.099599 + Penalty 3679.018356 = -9010852.081243
  nChanged 127
		SP:Iteration 101Q (1316.650000 sec): 3 clusters
  Score: Raw -9014543.534765 + Penalty 3679.018356 = -9010864.516409
  nChanged 137
		SP:Iteration 102Q (1317.220000 sec): 3 clusters
  Score: Raw -9014559.281835 + Penalty 3679.018356 = -9010880.263480
  nChanged 159
		SP:Iteration 103Q (1317.790000 sec): 3 clusters
  Score: Raw -9014576.651608 + Penalty 3679.018356 = -9010897.633252
  nChanged 157
		SP:Iteration 104Q (1318.310000 sec): 3 clusters
  Score: Raw -9014594.795357 + Penalty 3679.018356 = -9010915.777002
  nChanged 180
		SP:Iteration 105Q (1318.830000 sec): 3 clusters
  Score: Raw -9014618.075520 + Penalty 3679.018356 = -9010939.057165
  nChanged 198
		SP:Iteration 106Q (1319.340000 sec): 3 clusters
  Score: Raw -9014648.942217 + Penalty 3679.018356 = -9010969.923861
  nChanged 218
		SP:Iteration 107Q (1319.880000 sec): 3 clusters
  Score: Raw -9014689.962764 + Penalty 3679.018356 = -9011010.944409
  nChanged 234
		SP:Iteration 108Q (1320.400000 sec): 3 clusters
  Score: Raw -9014743.825224 + Penalty 3679.018356 = -9011064.806868
  nChanged 292
		SP:Iteration 109Q (1320.840000 sec): 3 clusters
  Score: Raw -9014816.694893 + Penalty 3679.018356 = -9011137.676537
  nChanged 320
		SP:Iteration 110Q (1321.320000 sec): 3 clusters
  Score: Raw -9014897.893505 + Penalty 3679.018356 = -9011218.875149
  nChanged 322
		SP:Iteration 111Q (1321.840000 sec): 3 clusters
  Score: Raw -9014974.008826 + Penalty 3679.018356 = -9011294.990470
  nChanged 337
		SP:Iteration 112Q (1322.340000 sec): 3 clusters
  Score: Raw -9015056.713891 + Penalty 3679.018356 = -9011377.695535
  nChanged 308
		SP:Iteration 113Q (1322.870000 sec): 3 clusters
  Score: Raw -9015130.428411 + Penalty 3679.018356 = -9011451.410055
  nChanged 324
		SP:Iteration 114Q (1323.420000 sec): 3 clusters
  Score: Raw -9015201.937235 + Penalty 3679.018356 = -9011522.918879
  nChanged 316
		SP:Iteration 115Q (1323.960000 sec): 3 clusters
  Score: Raw -9015269.009563 + Penalty 3679.018356 = -9011589.991207
  nChanged 304
		SP:Iteration 116Q (1324.510000 sec): 3 clusters
  Score: Raw -9015321.723905 + Penalty 3679.018356 = -9011642.705549
  nChanged 253
		SP:Iteration 117Q (1325.140000 sec): 3 clusters
  Score: Raw -9015361.792496 + Penalty 3679.018356 = -9011682.774140
  nChanged 254
		SP:Iteration 118Q (1325.700000 sec): 3 clusters
  Score: Raw -9015403.860685 + Penalty 3679.018356 = -9011724.842330
  nChanged 226
		SP:Iteration 119Q (1326.280000 sec): 3 clusters
  Score: Raw -9015437.854761 + Penalty 3679.018356 = -9011758.836405
  nChanged 205
		SP:Iteration 120F (1326.820000 sec): 3 clusters
  Score: Raw -9015464.673358 + Penalty 3679.018356 = -9011785.655002
  nChanged 190
		SP:Iteration 121Q (1327.340000 sec): 3 clusters
  Score: Raw -9015486.948271 + Penalty 3679.018356 = -9011807.929915
  nChanged 178
		SP:Iteration 122Q (1327.900000 sec): 3 clusters
  Score: Raw -9015506.753606 + Penalty 3679.018356 = -9011827.735250
  nChanged 167
		SP:Iteration 123Q (1328.410000 sec): 3 clusters
  Score: Raw -9015525.325291 + Penalty 3679.018356 = -9011846.306935
  nChanged 148
		SP:Iteration 124Q (1328.930000 sec): 3 clusters
  Score: Raw -9015541.318901 + Penalty 3679.018356 = -9011862.300545
  nChanged 165
		SP:Iteration 125Q (1329.480000 sec): 3 clusters
  Score: Raw -9015558.225675 + Penalty 3679.018356 = -9011879.207320
  nChanged 157
		SP:Iteration 126Q (1329.980000 sec): 3 clusters
  Score: Raw -9015572.200515 + Penalty 3679.018356 = -9011893.182159
  nChanged 128
		SP:Iteration 127Q (1330.530000 sec): 3 clusters
  Score: Raw -9015583.090052 + Penalty 3679.018356 = -9011904.071697
  nChanged 122
		SP:Iteration 128Q (1331.090000 sec): 3 clusters
  Score: Raw -9015592.473116 + Penalty 3679.018356 = -9011913.454760
  nChanged 129
		SP:Iteration 129Q (1331.710000 sec): 3 clusters
  Score: Raw -9015602.550165 + Penalty 3679.018356 = -9011923.531810
  nChanged 124
		SP:Iteration 130Q (1332.270000 sec): 3 clusters
  Score: Raw -9015611.493479 + Penalty 3679.018356 = -9011932.475123
  nChanged 110
		SP:Iteration 131Q (1332.820000 sec): 3 clusters
  Score: Raw -9015619.622271 + Penalty 3679.018356 = -9011940.603916
  nChanged 108
		SP:Iteration 132Q (1333.360000 sec): 3 clusters
  Score: Raw -9015627.662454 + Penalty 3679.018356 = -9011948.644098
  nChanged 106
		SP:Iteration 133Q (1333.860000 sec): 3 clusters
  Score: Raw -9015635.650901 + Penalty 3679.018356 = -9011956.632545
  nChanged 91
		SP:Iteration 134Q (1334.400000 sec): 3 clusters
  Score: Raw -9015642.634015 + Penalty 3679.018356 = -9011963.615660
  nChanged 85
		SP:Iteration 135Q (1334.910000 sec): 3 clusters
  Score: Raw -9015648.487871 + Penalty 3679.018356 = -9011969.469515
  nChanged 85
		SP:Iteration 136Q (1335.490000 sec): 3 clusters
  Score: Raw -9015654.592932 + Penalty 3679.018356 = -9011975.574577
  nChanged 98
		SP:Iteration 137Q (1335.970000 sec): 3 clusters
  Score: Raw -9015661.729602 + Penalty 3679.018356 = -9011982.711247
  nChanged 87
		SP:Iteration 138Q (1336.550000 sec): 3 clusters
  Score: Raw -9015667.660310 + Penalty 3679.018356 = -9011988.641955
  nChanged 92
		SP:Iteration 139Q (1337.090000 sec): 3 clusters
  Score: Raw -9015672.806129 + Penalty 3679.018356 = -9011993.787773
  nChanged 85
		SP:Iteration 140F (1337.670000 sec): 3 clusters
  Score: Raw -9015677.698204 + Penalty 3679.018356 = -9011998.679848
  nChanged 76
		SP:Iteration 141Q (1338.210000 sec): 3 clusters
  Score: Raw -9015682.481461 + Penalty 3679.018356 = -9012003.463106
  nChanged 85
		SP:Iteration 142Q (1338.760000 sec): 3 clusters
  Score: Raw -9015687.840455 + Penalty 3679.018356 = -9012008.822099
  nChanged 87
		SP:Iteration 143Q (1339.330000 sec): 3 clusters
  Score: Raw -9015693.562124 + Penalty 3679.018356 = -9012014.543768
  nChanged 82
		SP:Iteration 144Q (1339.880000 sec): 3 clusters
  Score: Raw -9015697.874591 + Penalty 3679.018356 = -9012018.856236
  nChanged 73
		SP:Iteration 145Q (1340.450000 sec): 3 clusters
  Score: Raw -9015702.168092 + Penalty 3679.018356 = -9012023.149737
  nChanged 66
		SP:Iteration 146Q (1341.060000 sec): 3 clusters
  Score: Raw -9015705.759688 + Penalty 3679.018356 = -9012026.741332
  nChanged 64
		SP:Iteration 147Q (1341.640000 sec): 3 clusters
  Score: Raw -9015709.854402 + Penalty 3679.018356 = -9012030.836046
  nChanged 77
		SP:Iteration 148Q (1342.190000 sec): 3 clusters
  Score: Raw -9015714.943808 + Penalty 3679.018356 = -9012035.925453
  nChanged 59
		SP:Iteration 149Q (1342.760000 sec): 3 clusters
  Score: Raw -9015718.464528 + Penalty 3679.018356 = -9012039.446172
  nChanged 65
		SP:Iteration 150Q (1343.340000 sec): 3 clusters
  Score: Raw -9015722.643211 + Penalty 3679.018356 = -9012043.624856
  nChanged 60
		SP:Iteration 151Q (1343.940000 sec): 3 clusters
  Score: Raw -9015726.275733 + Penalty 3679.018356 = -9012047.257377
  nChanged 60
		SP:Iteration 152Q (1344.490000 sec): 3 clusters
  Score: Raw -9015729.637599 + Penalty 3679.018356 = -9012050.619244
  nChanged 48
		SP:Iteration 153Q (1345.060000 sec): 3 clusters
  Score: Raw -9015732.099283 + Penalty 3679.018356 = -9012053.080927
  nChanged 57
		SP:Iteration 154Q (1345.590000 sec): 3 clusters
  Score: Raw -9015735.359068 + Penalty 3679.018356 = -9012056.340712
  nChanged 54
		SP:Iteration 155Q (1346.140000 sec): 3 clusters
  Score: Raw -9015738.723781 + Penalty 3679.018356 = -9012059.705425
  nChanged 55
		SP:Iteration 156Q (1346.790000 sec): 3 clusters
  Score: Raw -9015742.481491 + Penalty 3679.018356 = -9012063.463135
  nChanged 61
		SP:Iteration 157Q (1347.330000 sec): 3 clusters
  Score: Raw -9015745.943633 + Penalty 3679.018356 = -9012066.925277
  nChanged 60
		SP:Iteration 158Q (1347.860000 sec): 3 clusters
  Score: Raw -9015749.724286 + Penalty 3679.018356 = -9012070.705930
  nChanged 60
		SP:Iteration 159Q (1348.380000 sec): 3 clusters
  Score: Raw -9015753.702145 + Penalty 3679.018356 = -9012074.683789
  nChanged 69
		SP:Iteration 160F (1348.880000 sec): 3 clusters
  Score: Raw -9015757.885966 + Penalty 3679.018356 = -9012078.867610
  nChanged 63
		SP:Iteration 161Q (1349.430000 sec): 3 clusters
  Score: Raw -9015761.548103 + Penalty 3679.018356 = -9012082.529747
  nChanged 68
		SP:Iteration 162Q (1350.030000 sec): 3 clusters
  Score: Raw -9015765.791390 + Penalty 3679.018356 = -9012086.773034
  nChanged 61
		SP:Iteration 163Q (1350.570000 sec): 3 clusters
  Score: Raw -9015768.712859 + Penalty 3679.018356 = -9012089.694504
  nChanged 51
		SP:Iteration 164Q (1351.150000 sec): 3 clusters
  Score: Raw -9015771.121392 + Penalty 3679.018356 = -9012092.103036
  nChanged 48
		SP:Iteration 165Q (1351.750000 sec): 3 clusters
  Score: Raw -9015773.471125 + Penalty 3679.018356 = -9012094.452769
  nChanged 47
		SP:Iteration 166Q (1352.290000 sec): 3 clusters
  Score: Raw -9015775.513794 + Penalty 3679.018356 = -9012096.495439
  nChanged 41
		SP:Iteration 167Q (1352.770000 sec): 3 clusters
  Score: Raw -9015777.399491 + Penalty 3679.018356 = -9012098.381136
  nChanged 49
		SP:Iteration 168Q (1353.300000 sec): 3 clusters
  Score: Raw -9015779.458124 + Penalty 3679.018356 = -9012100.439769
  nChanged 43
		SP:Iteration 169Q (1353.790000 sec): 3 clusters
  Score: Raw -9015781.163345 + Penalty 3679.018356 = -9012102.144989
  nChanged 44
		SP:Iteration 170Q (1354.270000 sec): 3 clusters
  Score: Raw -9015783.669562 + Penalty 3679.018356 = -9012104.651207
  nChanged 57
		SP:Iteration 171Q (1354.750000 sec): 3 clusters
  Score: Raw -9015786.989157 + Penalty 3679.018356 = -9012107.970801
  nChanged 50
		SP:Iteration 172Q (1355.220000 sec): 3 clusters
  Score: Raw -9015789.392549 + Penalty 3679.018356 = -9012110.374194
  nChanged 49
		SP:Iteration 173Q (1355.700000 sec): 3 clusters
  Score: Raw -9015791.908106 + Penalty 3679.018356 = -9012112.889751
  nChanged 53
		SP:Iteration 174Q (1356.180000 sec): 3 clusters
  Score: Raw -9015794.925276 + Penalty 3679.018356 = -9012115.906920
  nChanged 48
		SP:Iteration 175Q (1356.610000 sec): 3 clusters
  Score: Raw -9015798.012741 + Penalty 3679.018356 = -9012118.994386
  nChanged 54
		SP:Iteration 176Q (1357.060000 sec): 3 clusters
  Score: Raw -9015802.469063 + Penalty 3679.018356 = -9012123.450708
  nChanged 63
		SP:Iteration 177Q (1357.510000 sec): 3 clusters
  Score: Raw -9015807.503917 + Penalty 3679.018356 = -9012128.485562
  nChanged 61
		SP:Iteration 178Q (1357.990000 sec): 3 clusters
  Score: Raw -9015812.056183 + Penalty 3679.018356 = -9012133.037827
  nChanged 64
		SP:Iteration 179Q (1358.430000 sec): 3 clusters
  Score: Raw -9015817.242904 + Penalty 3679.018356 = -9012138.224549
  nChanged 65
		SP:Iteration 180F (1358.900000 sec): 3 clusters
  Score: Raw -9015821.904111 + Penalty 3679.018356 = -9012142.885755
  nChanged 55
		SP:Iteration 181Q (1359.350000 sec): 3 clusters
  Score: Raw -9015825.264108 + Penalty 3679.018356 = -9012146.245752
  nChanged 50
		SP:Iteration 182Q (1359.810000 sec): 3 clusters
  Score: Raw -9015828.317793 + Penalty 3679.018356 = -9012149.299438
  nChanged 47
		SP:Iteration 183Q (1360.260000 sec): 3 clusters
  Score: Raw -9015831.540718 + Penalty 3679.018356 = -9012152.522363
  nChanged 56
		SP:Iteration 184Q (1360.740000 sec): 3 clusters
  Score: Raw -9015836.098372 + Penalty 3679.018356 = -9012157.080017
  nChanged 56
		SP:Iteration 185Q (1361.240000 sec): 3 clusters
  Score: Raw -9015840.511157 + Penalty 3679.018356 = -9012161.492802
  nChanged 64
		SP:Iteration 186Q (1361.750000 sec): 3 clusters
  Score: Raw -9015845.503235 + Penalty 3679.018356 = -9012166.484879
  nChanged 53
		SP:Iteration 187Q (1362.260000 sec): 3 clusters
  Score: Raw -9015849.001131 + Penalty 3679.018356 = -9012169.982776
  nChanged 54
		SP:Iteration 188Q (1362.730000 sec): 3 clusters
  Score: Raw -9015852.936246 + Penalty 3679.018356 = -9012173.917890
  nChanged 56
		SP:Iteration 189Q (1363.190000 sec): 3 clusters
  Score: Raw -9015856.233158 + Penalty 3679.018356 = -9012177.214802
  nChanged 51
		SP:Iteration 190Q (1363.770000 sec): 3 clusters
  Score: Raw -9015859.302037 + Penalty 3679.018356 = -9012180.283682
  nChanged 46
		SP:Iteration 191Q (1364.310000 sec): 3 clusters
  Score: Raw -9015861.771736 + Penalty 3679.018356 = -9012182.753380
  nChanged 48
		SP:Iteration 192Q (1364.860000 sec): 3 clusters
  Score: Raw -9015864.778191 + Penalty 3679.018356 = -9012185.759835
  nChanged 60
		SP:Iteration 193Q (1365.480000 sec): 3 clusters
  Score: Raw -9015869.659504 + Penalty 3679.018356 = -9012190.641148
  nChanged 71
		SP:Iteration 194Q (1366.060000 sec): 3 clusters
  Score: Raw -9015875.101200 + Penalty 3679.018356 = -9012196.082844
  nChanged 54
		SP:Iteration 195Q (1366.580000 sec): 3 clusters
  Score: Raw -9015878.912011 + Penalty 3679.018356 = -9012199.893655
  nChanged 50
		SP:Iteration 196Q (1367.180000 sec): 3 clusters
  Score: Raw -9015882.027483 + Penalty 3679.018356 = -9012203.009127
  nChanged 55
		SP:Iteration 197Q (1367.730000 sec): 3 clusters
  Score: Raw -9015885.578361 + Penalty 3679.018356 = -9012206.560006
  nChanged 56
		SP:Iteration 198Q (1368.270000 sec): 3 clusters
  Score: Raw -9015889.407952 + Penalty 3679.018356 = -9012210.389596
  nChanged 54
		SP:Iteration 199Q (1368.790000 sec): 3 clusters
  Score: Raw -9015893.472447 + Penalty 3679.018356 = -9012214.454092
  nChanged 58
		SP:Iteration 200F (1369.390000 sec): 3 clusters
  Score: Raw -9015897.892208 + Penalty 3679.018356 = -9012218.873852
  nChanged 61
		SP:Iteration 201Q (1369.940000 sec): 3 clusters
  Score: Raw -9015902.502507 + Penalty 3679.018356 = -9012223.484151
  nChanged 59
		SP:Iteration 202Q (1370.490000 sec): 3 clusters
  Score: Raw -9015907.298023 + Penalty 3679.018356 = -9012228.279667
  nChanged 58
		SP:Iteration 203Q (1371.070000 sec): 3 clusters
  Score: Raw -9015910.993120 + Penalty 3679.018356 = -9012231.974765
  nChanged 55
		SP:Iteration 204Q (1371.570000 sec): 3 clusters
  Score: Raw -9015915.051866 + Penalty 3679.018356 = -9012236.033511
  nChanged 52
		SP:Iteration 205Q (1372.070000 sec): 3 clusters
  Score: Raw -9015918.570555 + Penalty 3679.018356 = -9012239.552200
  nChanged 57
		SP:Iteration 206Q (1372.590000 sec): 3 clusters
  Score: Raw -9015922.464739 + Penalty 3679.018356 = -9012243.446383
  nChanged 51
		SP:Iteration 207Q (1373.100000 sec): 3 clusters
  Score: Raw -9015925.427098 + Penalty 3679.018356 = -9012246.408742
  nChanged 37
		SP:Iteration 208Q (1373.680000 sec): 3 clusters
  Score: Raw -9015927.974339 + Penalty 3679.018356 = -9012248.955983
  nChanged 36
		SP:Iteration 209Q (1374.220000 sec): 3 clusters
  Score: Raw -9015929.840006 + Penalty 3679.018356 = -9012250.821650
  nChanged 18
		SP:Iteration 210Q (1374.740000 sec): 3 clusters
  Score: Raw -9015930.751636 + Penalty 3679.018356 = -9012251.733281
  nChanged 22
		SP:Iteration 211Q (1375.260000 sec): 3 clusters
  Score: Raw -9015931.579333 + Penalty 3679.018356 = -9012252.560978
  nChanged 17
		SP:Iteration 212Q (1375.820000 sec): 3 clusters
  Score: Raw -9015932.337657 + Penalty 3679.018356 = -9012253.319302
  nChanged 17
		SP:Iteration 213Q (1376.360000 sec): 3 clusters
  Score: Raw -9015933.206777 + Penalty 3679.018356 = -9012254.188422
  nChanged 17
		SP:Iteration 214Q (1376.910000 sec): 3 clusters
  Score: Raw -9015934.120632 + Penalty 3679.018356 = -9012255.102276
  nChanged 16
		SP:Iteration 215Q (1377.430000 sec): 3 clusters
  Score: Raw -9015934.865057 + Penalty 3679.018356 = -9012255.846701
  nChanged 17
		SP:Iteration 216Q (1377.950000 sec): 3 clusters
  Score: Raw -9015935.451495 + Penalty 3679.018356 = -9012256.433139
  nChanged 14
		SP:Iteration 217Q (1378.420000 sec): 3 clusters
  Score: Raw -9015935.965116 + Penalty 3679.018356 = -9012256.946760
  nChanged 12
		SP:Iteration 218Q (1378.940000 sec): 3 clusters
  Score: Raw -9015936.320955 + Penalty 3679.018356 = -9012257.302600
  nChanged 13
		SP:Iteration 219Q (1379.470000 sec): 3 clusters
  Score: Raw -9015936.797407 + Penalty 3679.018356 = -9012257.779051
  nChanged 16
		SP:Iteration 220F (1380.000000 sec): 3 clusters
  Score: Raw -9015937.516468 + Penalty 3679.018356 = -9012258.498112
  nChanged 17
		SP:Iteration 221Q (1380.480000 sec): 3 clusters
  Score: Raw -9015937.964590 + Penalty 3679.018356 = -9012258.946234
  nChanged 9
		SP:Iteration 222Q (1381.010000 sec): 3 clusters
  Score: Raw -9015938.316883 + Penalty 3679.018356 = -9012259.298527
  nChanged 18
		SP:Iteration 223Q (1381.620000 sec): 3 clusters
  Score: Raw -9015938.967673 + Penalty 3679.018356 = -9012259.949318
  nChanged 11
		SP:Iteration 224Q (1382.170000 sec): 3 clusters
  Score: Raw -9015939.331237 + Penalty 3679.018356 = -9012260.312881
  nChanged 13
		SP:Iteration 225Q (1382.710000 sec): 3 clusters
  Score: Raw -9015939.840152 + Penalty 3679.018356 = -9012260.821796
  nChanged 7
		SP:Iteration 226Q (1383.270000 sec): 3 clusters
  Score: Raw -9015939.975697 + Penalty 3679.018356 = -9012260.957342
  nChanged 7
		SP:Iteration 227Q (1383.780000 sec): 3 clusters
  Score: Raw -9015940.106726 + Penalty 3679.018356 = -9012261.088370
  nChanged 3
		SP:Iteration 228Q (1384.290000 sec): 3 clusters
  Score: Raw -9015940.174729 + Penalty 3679.018356 = -9012261.156374
  nChanged 4
		SP:Iteration 229Q (1384.790000 sec): 3 clusters
  Score: Raw -9015940.244222 + Penalty 3679.018356 = -9012261.225866
  nChanged 4
		SP:Iteration 230Q (1385.290000 sec): 3 clusters
  Score: Raw -9015940.343125 + Penalty 3679.018356 = -9012261.324769
  nChanged 4
		SP:Iteration 231Q (1385.820000 sec): 3 clusters
  Score: Raw -9015940.416531 + Penalty 3679.018356 = -9012261.398175
  nChanged 3
		SP:Iteration 232Q (1386.310000 sec): 3 clusters
  Score: Raw -9015940.471184 + Penalty 3679.018356 = -9012261.452828
  nChanged 5
		SP:Iteration 233Q (1386.790000 sec): 3 clusters
  Score: Raw -9015940.551267 + Penalty 3679.018356 = -9012261.532911
  nChanged 5
		SP:Iteration 234Q (1387.210000 sec): 3 clusters
  Score: Raw -9015940.679351 + Penalty 3679.018356 = -9012261.660995
  nChanged 4
		SP:Iteration 235Q (1387.670000 sec): 3 clusters
  Score: Raw -9015940.799883 + Penalty 3679.018356 = -9012261.781527
  nChanged 4
		SP:Iteration 236Q (1388.150000 sec): 3 clusters
  Score: Raw -9015940.848125 + Penalty 3679.018356 = -9012261.829770
  nChanged 1
		SP:Iteration 237Q (1388.640000 sec): 3 clusters
  Score: Raw -9015940.865199 + Penalty 3679.018356 = -9012261.846843
  nChanged 0
		SP:Iteration 238F (1389.150000 sec): 3 clusters
  Score: Raw -9015940.865199 + Penalty 3679.018356 = -9012261.846843
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Iteration 20F (1465.790000 sec): 34 clusters
  Score: Raw -133744823.663074 + Penalty 75316.160801 = -133669507.502273
  nChanged 48492
Iteration 21Q (1512.230000 sec): 34 clusters
  Score: Raw -133770010.552223 + Penalty 75316.160801 = -133694694.391422
  nChanged 22086
Iteration 22Q (1556.670000 sec): 34 clusters
  Score: Raw -133778907.768114 + Penalty 75316.160801 = -133703591.607313
  nChanged 14848
Iteration 23Q (1607.830000 sec): 34 clusters
  Score: Raw -133782964.880709 + Penalty 75316.160801 = -133707648.719908
  nChanged 11049
Iteration 24Q (1655.920000 sec): 34 clusters
  Score: Raw -133785337.521261 + Penalty 75316.160801 = -133710021.360460
  nChanged 8699
Iteration 25Q (1707.540000 sec): 34 clusters
  Score: Raw -133786899.066688 + Penalty 75316.160801 = -133711582.905887
  nChanged 7178
Iteration 26Q (1758.480000 sec): 34 clusters
  Score: Raw -133788103.168755 + Penalty 75316.160801 = -133712787.007954
  nChanged 6160
Iteration 27Q (1810.640000 sec): 34 clusters
  Score: Raw -133789097.988200 + Penalty 75316.160801 = -133713781.827399
  nChanged 5410
Iteration 28Q (1859.580000 sec): 34 clusters
  Score: Raw -133789953.039308 + Penalty 75316.160801 = -133714636.878507
  nChanged 4807
Iteration 29Q (1908.860000 sec): 34 clusters
  Score: Raw -133790679.538635 + Penalty 75316.160801 = -133715363.377834
  nChanged 4310
Iteration 30Q (1960.350000 sec): 34 clusters
  Score: Raw -133791285.529396 + Penalty 75316.160801 = -133715969.368595
  nChanged 3932
Iteration 31Q (2010.760000 sec): 34 clusters
  Score: Raw -133791787.194050 + Penalty 75316.160801 = -133716471.033249
  nChanged 3512
Iteration 32Q (2060.210000 sec): 34 clusters
  Score: Raw -133792225.182303 + Penalty 75316.160801 = -133716909.021502
  nChanged 3185
Iteration 33Q (2111.170000 sec): 34 clusters
  Score: Raw -133792618.674892 + Penalty 75316.160801 = -133717302.514091
  nChanged 3009
Iteration 34Q (2163.850000 sec): 34 clusters
  Score: Raw -133793005.313300 + Penalty 75316.160801 = -133717689.152499
  nChanged 2871
Iteration 35Q (2220.720000 sec): 34 clusters
  Score: Raw -133793372.421287 + Penalty 75316.160801 = -133718056.260486
  nChanged 2805
Iteration 36Q (2277.250000 sec): 34 clusters
  Score: Raw -133793798.283485 + Penalty 75316.160801 = -133718482.122684
  nChanged 2754
Iteration 37Q (2329.920000 sec): 34 clusters
  Score: Raw -133794263.463789 + Penalty 75316.160801 = -133718947.302988
  nChanged 2687
Iteration 38Q (2379.040000 sec): 34 clusters
  Score: Raw -133794819.973198 + Penalty 75316.160801 = -133719503.812397
  nChanged 2536
Iteration 39Q (2427.560000 sec): 34 clusters
  Score: Raw -133795423.488400 + Penalty 75316.160801 = -133720107.327599
  nChanged 2344
Iteration 40F (2517.090000 sec): 34 clusters
  Score: Raw -133798181.445277 + Penalty 75316.160801 = -133722865.284476
  nChanged 3537
Iteration 41Q (2577.420000 sec): 34 clusters
  Score: Raw -133799592.142470 + Penalty 75316.160801 = -133724275.981669
  nChanged 3366
Iteration 42Q (2628.940000 sec): 34 clusters
  Score: Raw -133800389.257414 + Penalty 75316.160801 = -133725073.096613
  nChanged 3116
Iteration 43Q (2682.850000 sec): 34 clusters
  Score: Raw -133801038.037349 + Penalty 75316.160801 = -133725721.876548
  nChanged 3064
Iteration 44Q (2734.440000 sec): 34 clusters
  Score: Raw -133801672.044276 + Penalty 75316.160801 = -133726355.883475
  nChanged 3034
Iteration 45Q (2792.830000 sec): 34 clusters
  Score: Raw -133802261.467300 + Penalty 75316.160801 = -133726945.306499
  nChanged 3002
Iteration 46Q (2848.840000 sec): 34 clusters
  Score: Raw -133802763.428764 + Penalty 75316.160801 = -133727447.267963
  nChanged 3033
Iteration 47Q (2905.600000 sec): 34 clusters
  Score: Raw -133803219.337860 + Penalty 75316.160801 = -133727903.177059
  nChanged 2876
Iteration 48Q (2961.570000 sec): 34 clusters
  Score: Raw -133803629.602901 + Penalty 75316.160801 = -133728313.442100
  nChanged 2873
Iteration 49Q (3014.940000 sec): 34 clusters
  Score: Raw -133804004.101130 + Penalty 75316.160801 = -133728687.940329
  nChanged 2771
Iteration 50Q (3068.950000 sec): 34 clusters
  Score: Raw -133804328.739728 + Penalty 75316.160801 = -133729012.578927
  nChanged 2579
Iteration 51Q (3122.600000 sec): 34 clusters
  Score: Raw -133804626.809469 + Penalty 75316.160801 = -133729310.648668
  nChanged 2641
Iteration 52Q (3174.620000 sec): 34 clusters
  Score: Raw -133804910.672655 + Penalty 75316.160801 = -133729594.511854
  nChanged 2487
Iteration 53Q (3234.270000 sec): 34 clusters
  Score: Raw -133805168.712773 + Penalty 75316.160801 = -133729852.551972
  nChanged 2377
Iteration 54Q (3280.770000 sec): 34 clusters
  Score: Raw -133805400.422090 + Penalty 75316.160801 = -133730084.261289
  nChanged 2267
Iteration 55Q (3335.800000 sec): 34 clusters
  Score: Raw -133805589.053924 + Penalty 75316.160801 = -133730272.893123
  nChanged 2187
Iteration 56Q (3388.380000 sec): 34 clusters
  Score: Raw -133805757.607997 + Penalty 75316.160801 = -133730441.447196
  nChanged 2076
Iteration 57Q (3444.210000 sec): 34 clusters
  Score: Raw -133805903.042114 + Penalty 75316.160801 = -133730586.881313
  nChanged 2020
Iteration 58Q (3497.010000 sec): 34 clusters
  Score: Raw -133806040.755513 + Penalty 75316.160801 = -133730724.594712
  nChanged 1942
Writing temp clu file 
Because OldScore, -133730586.881313, is greater than current (better) Score,-133730724.594712 
 Compute initial score before splitting:   Score: Raw -133806040.755513 + Penalty 75316.160801 = -133730724.594712
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (14628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3497.550000 sec): 2 clusters
  Score: Raw -1570651.062792 + Penalty 1558.487577 = -1569092.575215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3497.760000 sec): 3 clusters
  Score: Raw -1562141.415359 + Penalty 3116.975153 = -1559024.440206
  nChanged 6480
		SP:Iteration 1F (3498.070000 sec): 3 clusters
  Score: Raw -1565972.227988 + Penalty 3116.975153 = -1562855.252834
  nChanged 1101
		SP:Iteration 2F (3498.300000 sec): 3 clusters
  Score: Raw -1566672.704204 + Penalty 3116.975153 = -1563555.729051
  nChanged 1044
		SP:Iteration 3F (3498.530000 sec): 3 clusters
  Score: Raw -1567361.690022 + Penalty 3116.975153 = -1564244.714868
  nChanged 1024
		SP:Iteration 4F (3498.810000 sec): 3 clusters
  Score: Raw -1568094.266557 + Penalty 3116.975153 = -1564977.291404
  nChanged 989
		SP:Iteration 5F (3499.120000 sec): 3 clusters
  Score: Raw -1568863.250517 + Penalty 3116.975153 = -1565746.275364
  nChanged 930
		SP:Iteration 6F (3499.340000 sec): 3 clusters
  Score: Raw -1569548.078720 + Penalty 3116.975153 = -1566431.103567
  nChanged 797
		SP:Iteration 7F (3499.580000 sec): 3 clusters
  Score: Raw -1570041.321924 + Penalty 3116.975153 = -1566924.346771
  nChanged 610
		SP:Iteration 8Q (3499.860000 sec): 3 clusters
  Score: Raw -1570366.674408 + Penalty 3116.975153 = -1567249.699255
  nChanged 440
		SP:Iteration 9Q (3500.120000 sec): 3 clusters
  Score: Raw -1570551.673791 + Penalty 3116.975153 = -1567434.698638
  nChanged 338
		SP:Iteration 10Q (3500.350000 sec): 3 clusters
  Score: Raw -1570684.238503 + Penalty 3116.975153 = -1567567.263350
  nChanged 312
		SP:Iteration 11Q (3500.620000 sec): 3 clusters
  Score: Raw -1570783.554687 + Penalty 3116.975153 = -1567666.579534
  nChanged 265
		SP:Iteration 12Q (3500.850000 sec): 3 clusters
  Score: Raw -1570861.292274 + Penalty 3116.975153 = -1567744.317120
  nChanged 243
		SP:Iteration 13Q (3501.090000 sec): 3 clusters
  Score: Raw -1570930.059936 + Penalty 3116.975153 = -1567813.084783
  nChanged 192
		SP:Iteration 14Q (3501.340000 sec): 3 clusters
  Score: Raw -1570978.973019 + Penalty 3116.975153 = -1567861.997865
  nChanged 171
		SP:Iteration 15Q (3501.620000 sec): 3 clusters
  Score: Raw -1571019.056178 + Penalty 3116.975153 = -1567902.081025
  nChanged 146
		SP:Iteration 16Q (3501.790000 sec): 3 clusters
  Score: Raw -1571052.126152 + Penalty 3116.975153 = -1567935.150999
  nChanged 153
		SP:Iteration 17Q (3502.020000 sec): 3 clusters
  Score: Raw -1571089.063807 + Penalty 3116.975153 = -1567972.088654
  nChanged 139
		SP:Iteration 18Q (3502.250000 sec): 3 clusters
  Score: Raw -1571119.385492 + Penalty 3116.975153 = -1568002.410339
  nChanged 125
		SP:Iteration 19Q (3502.500000 sec): 3 clusters
  Score: Raw -1571139.145970 + Penalty 3116.975153 = -1568022.170817
  nChanged 103
		SP:Iteration 20F (3502.770000 sec): 3 clusters
  Score: Raw -1571155.713492 + Penalty 3116.975153 = -1568038.738339
  nChanged 84
		SP:Iteration 21Q (3503.020000 sec): 3 clusters
  Score: Raw -1571168.735656 + Penalty 3116.975153 = -1568051.760503
  nChanged 66
		SP:Iteration 22Q (3503.260000 sec): 3 clusters
  Score: Raw -1571177.262642 + Penalty 3116.975153 = -1568060.287489
  nChanged 64
		SP:Iteration 23Q (3503.530000 sec): 3 clusters
  Score: Raw -1571185.353630 + Penalty 3116.975153 = -1568068.378477
  nChanged 68
		SP:Iteration 24Q (3503.770000 sec): 3 clusters
  Score: Raw -1571194.547395 + Penalty 3116.975153 = -1568077.572242
  nChanged 61
		SP:Iteration 25Q (3504.030000 sec): 3 clusters
  Score: Raw -1571203.888766 + Penalty 3116.975153 = -1568086.913612
  nChanged 69
		SP:Iteration 26Q (3504.260000 sec): 3 clusters
  Score: Raw -1571214.207980 + Penalty 3116.975153 = -1568097.232827
  nChanged 59
		SP:Iteration 27Q (3504.490000 sec): 3 clusters
  Score: Raw -1571222.070727 + Penalty 3116.975153 = -1568105.095574
  nChanged 48
		SP:Iteration 28Q (3504.730000 sec): 3 clusters
  Score: Raw -1571228.122203 + Penalty 3116.975153 = -1568111.147050
  nChanged 55
		SP:Iteration 29Q (3504.990000 sec): 3 clusters
  Score: Raw -1571235.968071 + Penalty 3116.975153 = -1568118.992918
  nChanged 58
		SP:Iteration 30Q (3505.230000 sec): 3 clusters
  Score: Raw -1571242.379599 + Penalty 3116.975153 = -1568125.404446
  nChanged 50
		SP:Iteration 31Q (3505.450000 sec): 3 clusters
  Score: Raw -1571248.660877 + Penalty 3116.975153 = -1568131.685723
  nChanged 46
		SP:Iteration 32Q (3505.720000 sec): 3 clusters
  Score: Raw -1571254.175741 + Penalty 3116.975153 = -1568137.200588
  nChanged 42
		SP:Iteration 33Q (3505.970000 sec): 3 clusters
  Score: Raw -1571260.005699 + Penalty 3116.975153 = -1568143.030545
  nChanged 47
		SP:Iteration 34Q (3506.220000 sec): 3 clusters
  Score: Raw -1571265.972029 + Penalty 3116.975153 = -1568148.996875
  nChanged 47
		SP:Iteration 35Q (3506.430000 sec): 3 clusters
  Score: Raw -1571271.768848 + Penalty 3116.975153 = -1568154.793695
  nChanged 40
		SP:Iteration 36Q (3506.720000 sec): 3 clusters
  Score: Raw -1571276.692864 + Penalty 3116.975153 = -1568159.717711
  nChanged 45
		SP:Iteration 37Q (3506.910000 sec): 3 clusters
  Score: Raw -1571281.930843 + Penalty 3116.975153 = -1568164.955690
  nChanged 38
		SP:Iteration 38Q (3507.200000 sec): 3 clusters
  Score: Raw -1571286.214073 + Penalty 3116.975153 = -1568169.238920
  nChanged 40
		SP:Iteration 39Q (3507.410000 sec): 3 clusters
  Score: Raw -1571291.534054 + Penalty 3116.975153 = -1568174.558901
  nChanged 38
		SP:Iteration 40F (3507.670000 sec): 3 clusters
  Score: Raw -1571295.632018 + Penalty 3116.975153 = -1568178.656864
  nChanged 47
		SP:Iteration 41Q (3507.920000 sec): 3 clusters
  Score: Raw -1571301.018360 + Penalty 3116.975153 = -1568184.043207
  nChanged 38
		SP:Iteration 42Q (3508.170000 sec): 3 clusters
  Score: Raw -1571305.955248 + Penalty 3116.975153 = -1568188.980095
  nChanged 36
		SP:Iteration 43Q (3508.470000 sec): 3 clusters
  Score: Raw -1571309.960958 + Penalty 3116.975153 = -1568192.985805
  nChanged 34
		SP:Iteration 44Q (3508.710000 sec): 3 clusters
  Score: Raw -1571313.731202 + Penalty 3116.975153 = -1568196.756049
  nChanged 35
		SP:Iteration 45Q (3508.970000 sec): 3 clusters
  Score: Raw -1571317.991578 + Penalty 3116.975153 = -1568201.016425
  nChanged 36
		SP:Iteration 46Q (3509.250000 sec): 3 clusters
  Score: Raw -1571322.412793 + Penalty 3116.975153 = -1568205.437640
  nChanged 23
		SP:Iteration 47Q (3509.570000 sec): 3 clusters
  Score: Raw -1571324.380009 + Penalty 3116.975153 = -1568207.404856
  nChanged 17
		SP:Iteration 48Q (3509.820000 sec): 3 clusters
  Score: Raw -1571325.858851 + Penalty 3116.975153 = -1568208.883698
  nChanged 17
		SP:Iteration 49Q (3510.100000 sec): 3 clusters
  Score: Raw -1571326.700389 + Penalty 3116.975153 = -1568209.725236
  nChanged 6
		SP:Iteration 50Q (3510.330000 sec): 3 clusters
  Score: Raw -1571327.159792 + Penalty 3116.975153 = -1568210.184638
  nChanged 5
		SP:Iteration 51Q (3510.600000 sec): 3 clusters
  Score: Raw -1571327.561453 + Penalty 3116.975153 = -1568210.586300
  nChanged 5
		SP:Iteration 52Q (3510.840000 sec): 3 clusters
  Score: Raw -1571327.867199 + Penalty 3116.975153 = -1568210.892046
  nChanged 4
		SP:Iteration 53Q (3511.070000 sec): 3 clusters
  Score: Raw -1571328.048658 + Penalty 3116.975153 = -1568211.073505
  nChanged 3
		SP:Iteration 54Q (3511.360000 sec): 3 clusters
  Score: Raw -1571328.298696 + Penalty 3116.975153 = -1568211.323543
  nChanged 1
		SP:Iteration 55Q (3511.580000 sec): 3 clusters
  Score: Raw -1571328.386225 + Penalty 3116.975153 = -1568211.411072
  nChanged 2
		SP:Iteration 56Q (3511.880000 sec): 3 clusters
  Score: Raw -1571328.487351 + Penalty 3116.975153 = -1568211.512198
  nChanged 1
		SP:Iteration 57Q (3512.100000 sec): 3 clusters
  Score: Raw -1571328.540485 + Penalty 3116.975153 = -1568211.565332
  nChanged 1
		SP:Iteration 58Q (3512.320000 sec): 3 clusters
  Score: Raw -1571328.559742 + Penalty 3116.975153 = -1568211.584589
  nChanged 0
		SP:Iteration 59F (3512.590000 sec): 3 clusters
  Score: Raw -1571328.559742 + Penalty 3116.975153 = -1568211.584589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (22756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3512.770000 sec): 2 clusters
  Score: Raw -2409535.854819 + Penalty 1630.294920 = -2407905.559899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3513.030000 sec): 3 clusters
  Score: Raw -2395713.515228 + Penalty 3260.589841 = -2392452.925387
  nChanged 10432
		SP:Iteration 1F (3513.350000 sec): 3 clusters
  Score: Raw -2402599.050925 + Penalty 3260.589841 = -2399338.461084
  nChanged 1930
		SP:Iteration 2F (3513.590000 sec): 3 clusters
  Score: Raw -2404821.663602 + Penalty 3260.589841 = -2401561.073761
  nChanged 2019
		SP:Iteration 3F (3513.860000 sec): 3 clusters
  Score: Raw -2407167.529328 + Penalty 3260.589841 = -2403906.939487
  nChanged 1931
		SP:Iteration 4F (3514.140000 sec): 3 clusters
  Score: Raw -2408877.232246 + Penalty 3260.589841 = -2405616.642405
  nChanged 1565
		SP:Iteration 5F (3514.420000 sec): 3 clusters
  Score: Raw -2409873.910055 + Penalty 3260.589841 = -2406613.320214
  nChanged 1137
		SP:Iteration 6Q (3514.670000 sec): 3 clusters
  Score: Raw -2410403.465975 + Penalty 3260.589841 = -2407142.876134
  nChanged 814
		SP:Iteration 7Q (3514.940000 sec): 3 clusters
  Score: Raw -2410771.248574 + Penalty 3260.589841 = -2407510.658734
  nChanged 634
		SP:Iteration 8Q (3515.190000 sec): 3 clusters
  Score: Raw -2411050.127127 + Penalty 3260.589841 = -2407789.537286
  nChanged 541
		SP:Iteration 9Q (3515.440000 sec): 3 clusters
  Score: Raw -2411332.049055 + Penalty 3260.589841 = -2408071.459215
  nChanged 529
		SP:Iteration 10Q (3515.730000 sec): 3 clusters
  Score: Raw -2411648.803722 + Penalty 3260.589841 = -2408388.213881
  nChanged 558
		SP:Iteration 11Q (3516.020000 sec): 3 clusters
  Score: Raw -2411967.349670 + Penalty 3260.589841 = -2408706.759829
  nChanged 568
		SP:Iteration 12Q (3516.290000 sec): 3 clusters
  Score: Raw -2412290.841877 + Penalty 3260.589841 = -2409030.252036
  nChanged 596
		SP:Iteration 13Q (3516.620000 sec): 3 clusters
  Score: Raw -2412647.936230 + Penalty 3260.589841 = -2409387.346389
  nChanged 601
		SP:Iteration 14Q (3516.940000 sec): 3 clusters
  Score: Raw -2412990.931756 + Penalty 3260.589841 = -2409730.341915
  nChanged 546
		SP:Iteration 15Q (3517.220000 sec): 3 clusters
  Score: Raw -2413326.962336 + Penalty 3260.589841 = -2410066.372495
  nChanged 520
		SP:Iteration 16Q (3517.530000 sec): 3 clusters
  Score: Raw -2413649.963132 + Penalty 3260.589841 = -2410389.373291
  nChanged 469
		SP:Iteration 17Q (3517.820000 sec): 3 clusters
  Score: Raw -2413946.683532 + Penalty 3260.589841 = -2410686.093691
  nChanged 470
		SP:Iteration 18Q (3518.100000 sec): 3 clusters
  Score: Raw -2414289.072123 + Penalty 3260.589841 = -2411028.482282
  nChanged 447
		SP:Iteration 19Q (3518.420000 sec): 3 clusters
  Score: Raw -2414731.622486 + Penalty 3260.589841 = -2411471.032645
  nChanged 473
		SP:Iteration 20F (3518.700000 sec): 3 clusters
  Score: Raw -2415367.969056 + Penalty 3260.589841 = -2412107.379215
  nChanged 590
		SP:Iteration 21Q (3519.030000 sec): 3 clusters
  Score: Raw -2416439.631347 + Penalty 3260.589841 = -2413179.041506
  nChanged 572
		SP:Iteration 22Q (3519.280000 sec): 3 clusters
  Score: Raw -2417332.044681 + Penalty 3260.589841 = -2414071.454840
  nChanged 394
		SP:Iteration 23Q (3519.580000 sec): 3 clusters
  Score: Raw -2417613.999501 + Penalty 3260.589841 = -2414353.409660
  nChanged 186
		SP:Iteration 24Q (3519.890000 sec): 3 clusters
  Score: Raw -2417681.784948 + Penalty 3260.589841 = -2414421.195107
  nChanged 114
		SP:Iteration 25Q (3520.160000 sec): 3 clusters
  Score: Raw -2417713.720330 + Penalty 3260.589841 = -2414453.130489
  nChanged 55
		SP:Iteration 26Q (3520.430000 sec): 3 clusters
  Score: Raw -2417724.161389 + Penalty 3260.589841 = -2414463.571548
  nChanged 33
		SP:Iteration 27Q (3520.720000 sec): 3 clusters
  Score: Raw -2417728.654068 + Penalty 3260.589841 = -2414468.064227
  nChanged 15
		SP:Iteration 28Q (3521.000000 sec): 3 clusters
  Score: Raw -2417730.168658 + Penalty 3260.589841 = -2414469.578817
  nChanged 9
		SP:Iteration 29Q (3521.260000 sec): 3 clusters
  Score: Raw -2417731.007632 + Penalty 3260.589841 = -2414470.417791
  nChanged 6
		SP:Iteration 30Q (3521.570000 sec): 3 clusters
  Score: Raw -2417731.549653 + Penalty 3260.589841 = -2414470.959812
  nChanged 8
		SP:Iteration 31Q (3521.860000 sec): 3 clusters
  Score: Raw -2417732.395290 + Penalty 3260.589841 = -2414471.805449
  nChanged 7
		SP:Iteration 32Q (3522.160000 sec): 3 clusters
  Score: Raw -2417733.329927 + Penalty 3260.589841 = -2414472.740086
  nChanged 11
		SP:Iteration 33Q (3522.420000 sec): 3 clusters
  Score: Raw -2417734.133771 + Penalty 3260.589841 = -2414473.543930
  nChanged 1
		SP:Iteration 34Q (3522.710000 sec): 3 clusters
  Score: Raw -2417734.220090 + Penalty 3260.589841 = -2414473.630249
  nChanged 4
		SP:Iteration 35Q (3523.040000 sec): 3 clusters
  Score: Raw -2417734.392035 + Penalty 3260.589841 = -2414473.802194
  nChanged 1
		SP:Iteration 36Q (3523.350000 sec): 3 clusters
  Score: Raw -2417734.478383 + Penalty 3260.589841 = -2414473.888542
  nChanged 0
		SP:Iteration 37F (3523.630000 sec): 3 clusters
  Score: Raw -2417734.478383 + Penalty 3260.589841 = -2414473.888542
  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 9.11 GB.

 Trying to split cluster 3 (10229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3523.730000 sec): 2 clusters
  Score: Raw -1094254.769543 + Penalty 1500.359592 = -1092754.409951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3524.030000 sec): 3 clusters
  Score: Raw -1088585.605952 + Penalty 3000.719183 = -1085584.886768
  nChanged 4397
		SP:Iteration 1F (3524.260000 sec): 3 clusters
  Score: Raw -1091387.430708 + Penalty 3000.719183 = -1088386.711525
  nChanged 862
		SP:Iteration 2F (3524.450000 sec): 3 clusters
  Score: Raw -1092191.038349 + Penalty 3000.719183 = -1089190.319166
  nChanged 893
		SP:Iteration 3F (3524.700000 sec): 3 clusters
  Score: Raw -1093006.722365 + Penalty 3000.719183 = -1090006.003181
  nChanged 851
		SP:Iteration 4F (3524.940000 sec): 3 clusters
  Score: Raw -1093755.323679 + Penalty 3000.719183 = -1090754.604496
  nChanged 687
		SP:Iteration 5F (3525.140000 sec): 3 clusters
  Score: Raw -1094262.350502 + Penalty 3000.719183 = -1091261.631319
  nChanged 496
		SP:Iteration 6Q (3525.360000 sec): 3 clusters
  Score: Raw -1094539.539137 + Penalty 3000.719183 = -1091538.819954
  nChanged 343
		SP:Iteration 7Q (3525.600000 sec): 3 clusters
  Score: Raw -1094709.699795 + Penalty 3000.719183 = -1091708.980612
  nChanged 278
		SP:Iteration 8Q (3525.830000 sec): 3 clusters
  Score: Raw -1094868.655459 + Penalty 3000.719183 = -1091867.936276
  nChanged 259
		SP:Iteration 9Q (3526.070000 sec): 3 clusters
  Score: Raw -1095021.839085 + Penalty 3000.719183 = -1092021.119902
  nChanged 242
		SP:Iteration 10Q (3526.260000 sec): 3 clusters
  Score: Raw -1095153.908069 + Penalty 3000.719183 = -1092153.188886
  nChanged 208
		SP:Iteration 11Q (3526.510000 sec): 3 clusters
  Score: Raw -1095277.496191 + Penalty 3000.719183 = -1092276.777007
  nChanged 260
		SP:Iteration 12Q (3526.730000 sec): 3 clusters
  Score: Raw -1095433.980179 + Penalty 3000.719183 = -1092433.260995
  nChanged 271
		SP:Iteration 13Q (3526.960000 sec): 3 clusters
  Score: Raw -1095626.313094 + Penalty 3000.719183 = -1092625.593911
  nChanged 312
		SP:Iteration 14Q (3527.150000 sec): 3 clusters
  Score: Raw -1095912.866581 + Penalty 3000.719183 = -1092912.147397
  nChanged 380
		SP:Iteration 15Q (3527.410000 sec): 3 clusters
  Score: Raw -1096400.309361 + Penalty 3000.719183 = -1093399.590177
  nChanged 421
		SP:Iteration 16Q (3527.650000 sec): 3 clusters
  Score: Raw -1097090.636384 + Penalty 3000.719183 = -1094089.917201
  nChanged 414
		SP:Iteration 17Q (3527.880000 sec): 3 clusters
  Score: Raw -1097909.494165 + Penalty 3000.719183 = -1094908.774981
  nChanged 350
		SP:Iteration 18Q (3528.090000 sec): 3 clusters
  Score: Raw -1098463.862681 + Penalty 3000.719183 = -1095463.143497
  nChanged 227
		SP:Iteration 19Q (3528.360000 sec): 3 clusters
  Score: Raw -1098660.516513 + Penalty 3000.719183 = -1095659.797330
  nChanged 114
		SP:Iteration 20F (3528.610000 sec): 3 clusters
  Score: Raw -1098729.337737 + Penalty 3000.719183 = -1095728.618554
  nChanged 62
		SP:Iteration 21Q (3528.800000 sec): 3 clusters
  Score: Raw -1098760.821339 + Penalty 3000.719183 = -1095760.102155
  nChanged 48
		SP:Iteration 22Q (3529.040000 sec): 3 clusters
  Score: Raw -1098784.594231 + Penalty 3000.719183 = -1095783.875048
  nChanged 44
		SP:Iteration 23Q (3529.270000 sec): 3 clusters
  Score: Raw -1098803.806347 + Penalty 3000.719183 = -1095803.087164
  nChanged 37
		SP:Iteration 24Q (3529.480000 sec): 3 clusters
  Score: Raw -1098819.508037 + Penalty 3000.719183 = -1095818.788854
  nChanged 33
		SP:Iteration 25Q (3529.710000 sec): 3 clusters
  Score: Raw -1098834.876120 + Penalty 3000.719183 = -1095834.156937
  nChanged 45
		SP:Iteration 26Q (3529.870000 sec): 3 clusters
  Score: Raw -1098860.704834 + Penalty 3000.719183 = -1095859.985651
  nChanged 48
		SP:Iteration 27Q (3530.120000 sec): 3 clusters
  Score: Raw -1098888.550303 + Penalty 3000.719183 = -1095887.831120
  nChanged 44
		SP:Iteration 28Q (3530.330000 sec): 3 clusters
  Score: Raw -1098915.151541 + Penalty 3000.719183 = -1095914.432358
  nChanged 43
		SP:Iteration 29Q (3530.580000 sec): 3 clusters
  Score: Raw -1098942.650988 + Penalty 3000.719183 = -1095941.931804
  nChanged 38
		SP:Iteration 30Q (3530.780000 sec): 3 clusters
  Score: Raw -1098970.594156 + Penalty 3000.719183 = -1095969.874973
  nChanged 44
		SP:Iteration 31Q (3530.980000 sec): 3 clusters
  Score: Raw -1099010.369626 + Penalty 3000.719183 = -1096009.650443
  nChanged 49
		SP:Iteration 32Q (3531.210000 sec): 3 clusters
  Score: Raw -1099052.334299 + Penalty 3000.719183 = -1096051.615116
  nChanged 42
		SP:Iteration 33Q (3531.410000 sec): 3 clusters
  Score: Raw -1099077.101087 + Penalty 3000.719183 = -1096076.381903
  nChanged 22
		SP:Iteration 34Q (3531.610000 sec): 3 clusters
  Score: Raw -1099088.561674 + Penalty 3000.719183 = -1096087.842491
  nChanged 25
		SP:Iteration 35Q (3531.840000 sec): 3 clusters
  Score: Raw -1099106.878894 + Penalty 3000.719183 = -1096106.159711
  nChanged 27
		SP:Iteration 36Q (3532.060000 sec): 3 clusters
  Score: Raw -1099118.677377 + Penalty 3000.719183 = -1096117.958194
  nChanged 20
		SP:Iteration 37Q (3532.270000 sec): 3 clusters
  Score: Raw -1099125.206446 + Penalty 3000.719183 = -1096124.487263
  nChanged 13
		SP:Iteration 38Q (3532.430000 sec): 3 clusters
  Score: Raw -1099128.431655 + Penalty 3000.719183 = -1096127.712472
  nChanged 5
		SP:Iteration 39Q (3532.720000 sec): 3 clusters
  Score: Raw -1099129.011969 + Penalty 3000.719183 = -1096128.292786
  nChanged 1
		SP:Iteration 40F (3532.930000 sec): 3 clusters
  Score: Raw -1099147.328107 + Penalty 3000.719183 = -1096146.608924
  nChanged 17
		SP:Iteration 41Q (3533.140000 sec): 3 clusters
  Score: Raw -1099161.678394 + Penalty 3000.719183 = -1096160.959211
  nChanged 22
		SP:Iteration 42Q (3533.390000 sec): 3 clusters
  Score: Raw -1099169.634541 + Penalty 3000.719183 = -1096168.915358
  nChanged 16
		SP:Iteration 43Q (3533.620000 sec): 3 clusters
  Score: Raw -1099174.128311 + Penalty 3000.719183 = -1096173.409128
  nChanged 17
		SP:Iteration 44Q (3533.840000 sec): 3 clusters
  Score: Raw -1099178.729881 + Penalty 3000.719183 = -1096178.010697
  nChanged 12
		SP:Iteration 45Q (3534.020000 sec): 3 clusters
  Score: Raw -1099181.323320 + Penalty 3000.719183 = -1096180.604137
  nChanged 10
		SP:Iteration 46Q (3534.220000 sec): 3 clusters
  Score: Raw -1099183.268026 + Penalty 3000.719183 = -1096182.548843
  nChanged 8
		SP:Iteration 47Q (3534.450000 sec): 3 clusters
  Score: Raw -1099184.319688 + Penalty 3000.719183 = -1096183.600504
  nChanged 4
		SP:Iteration 48Q (3534.650000 sec): 3 clusters
  Score: Raw -1099184.697525 + Penalty 3000.719183 = -1096183.978342
  nChanged 2
		SP:Iteration 49Q (3534.880000 sec): 3 clusters
  Score: Raw -1099184.911322 + Penalty 3000.719183 = -1096184.192139
  nChanged 0
		SP:Iteration 50F (3535.080000 sec): 3 clusters
  Score: Raw -1099184.911322 + Penalty 3000.719183 = -1096184.192139
  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 9.11 GB.

 Trying to split cluster 4 (22221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3535.340000 sec): 2 clusters
  Score: Raw -2423681.528132 + Penalty 1626.428873 = -2422055.099259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3535.600000 sec): 3 clusters
  Score: Raw -2410437.841579 + Penalty 3252.857747 = -2407184.983832
  nChanged 9908
		SP:Iteration 1F (3535.890000 sec): 3 clusters
  Score: Raw -2416121.537480 + Penalty 3252.857747 = -2412868.679733
  nChanged 1322
		SP:Iteration 2F (3536.160000 sec): 3 clusters
  Score: Raw -2416796.336454 + Penalty 3252.857747 = -2413543.478707
  nChanged 1267
		SP:Iteration 3F (3536.450000 sec): 3 clusters
  Score: Raw -2417531.620872 + Penalty 3252.857747 = -2414278.763125
  nChanged 1310
		SP:Iteration 4F (3536.740000 sec): 3 clusters
  Score: Raw -2418416.748530 + Penalty 3252.857747 = -2415163.890783
  nChanged 1359
		SP:Iteration 5F (3537.080000 sec): 3 clusters
  Score: Raw -2419407.714566 + Penalty 3252.857747 = -2416154.856819
  nChanged 1321
		SP:Iteration 6F (3537.370000 sec): 3 clusters
  Score: Raw -2420463.282030 + Penalty 3252.857747 = -2417210.424283
  nChanged 1197
		SP:Iteration 7F (3537.620000 sec): 3 clusters
  Score: Raw -2421516.987920 + Penalty 3252.857747 = -2418264.130174
  nChanged 1013
		SP:Iteration 8Q (3537.860000 sec): 3 clusters
  Score: Raw -2422377.370255 + Penalty 3252.857747 = -2419124.512508
  nChanged 797
		SP:Iteration 9Q (3538.140000 sec): 3 clusters
  Score: Raw -2423046.186082 + Penalty 3252.857747 = -2419793.328336
  nChanged 704
		SP:Iteration 10Q (3538.440000 sec): 3 clusters
  Score: Raw -2423645.670235 + Penalty 3252.857747 = -2420392.812488
  nChanged 567
		SP:Iteration 11Q (3538.710000 sec): 3 clusters
  Score: Raw -2424223.481417 + Penalty 3252.857747 = -2420970.623670
  nChanged 449
		SP:Iteration 12Q (3539.010000 sec): 3 clusters
  Score: Raw -2424683.847538 + Penalty 3252.857747 = -2421430.989792
  nChanged 351
		SP:Iteration 13Q (3539.320000 sec): 3 clusters
  Score: Raw -2424954.047740 + Penalty 3252.857747 = -2421701.189993
  nChanged 251
		SP:Iteration 14Q (3539.600000 sec): 3 clusters
  Score: Raw -2425099.058303 + Penalty 3252.857747 = -2421846.200556
  nChanged 187
		SP:Iteration 15Q (3539.910000 sec): 3 clusters
  Score: Raw -2425192.761213 + Penalty 3252.857747 = -2421939.903466
  nChanged 149
		SP:Iteration 16Q (3540.190000 sec): 3 clusters
  Score: Raw -2425265.524876 + Penalty 3252.857747 = -2422012.667129
  nChanged 143
		SP:Iteration 17Q (3540.450000 sec): 3 clusters
  Score: Raw -2425327.805411 + Penalty 3252.857747 = -2422074.947664
  nChanged 118
		SP:Iteration 18Q (3540.750000 sec): 3 clusters
  Score: Raw -2425375.490573 + Penalty 3252.857747 = -2422122.632826
  nChanged 101
		SP:Iteration 19Q (3541.060000 sec): 3 clusters
  Score: Raw -2425414.679039 + Penalty 3252.857747 = -2422161.821292
  nChanged 86
		SP:Iteration 20F (3541.360000 sec): 3 clusters
  Score: Raw -2425445.854769 + Penalty 3252.857747 = -2422192.997022
  nChanged 63
		SP:Iteration 21Q (3541.650000 sec): 3 clusters
  Score: Raw -2425469.992804 + Penalty 3252.857747 = -2422217.135057
  nChanged 72
		SP:Iteration 22Q (3541.930000 sec): 3 clusters
  Score: Raw -2425498.817859 + Penalty 3252.857747 = -2422245.960112
  nChanged 78
		SP:Iteration 23Q (3542.190000 sec): 3 clusters
  Score: Raw -2425533.582709 + Penalty 3252.857747 = -2422280.724962
  nChanged 90
		SP:Iteration 24Q (3542.470000 sec): 3 clusters
  Score: Raw -2425563.984477 + Penalty 3252.857747 = -2422311.126730
  nChanged 73
		SP:Iteration 25Q (3542.780000 sec): 3 clusters
  Score: Raw -2425583.581143 + Penalty 3252.857747 = -2422330.723396
  nChanged 70
		SP:Iteration 26Q (3543.060000 sec): 3 clusters
  Score: Raw -2425600.417511 + Penalty 3252.857747 = -2422347.559764
  nChanged 51
		SP:Iteration 27Q (3543.320000 sec): 3 clusters
  Score: Raw -2425612.120184 + Penalty 3252.857747 = -2422359.262438
  nChanged 40
		SP:Iteration 28Q (3543.560000 sec): 3 clusters
  Score: Raw -2425618.556791 + Penalty 3252.857747 = -2422365.699044
  nChanged 30
		SP:Iteration 29Q (3543.870000 sec): 3 clusters
  Score: Raw -2425622.354947 + Penalty 3252.857747 = -2422369.497201
  nChanged 18
		SP:Iteration 30Q (3544.170000 sec): 3 clusters
  Score: Raw -2425625.203544 + Penalty 3252.857747 = -2422372.345797
  nChanged 18
		SP:Iteration 31Q (3544.440000 sec): 3 clusters
  Score: Raw -2425627.114831 + Penalty 3252.857747 = -2422374.257085
  nChanged 17
		SP:Iteration 32Q (3544.730000 sec): 3 clusters
  Score: Raw -2425629.199386 + Penalty 3252.857747 = -2422376.341639
  nChanged 10
		SP:Iteration 33Q (3544.970000 sec): 3 clusters
  Score: Raw -2425630.248345 + Penalty 3252.857747 = -2422377.390598
  nChanged 14
		SP:Iteration 34Q (3545.230000 sec): 3 clusters
  Score: Raw -2425631.896046 + Penalty 3252.857747 = -2422379.038300
  nChanged 22
		SP:Iteration 35Q (3545.490000 sec): 3 clusters
  Score: Raw -2425634.373807 + Penalty 3252.857747 = -2422381.516060
  nChanged 23
		SP:Iteration 36Q (3545.770000 sec): 3 clusters
  Score: Raw -2425636.832746 + Penalty 3252.857747 = -2422383.975000
  nChanged 18
		SP:Iteration 37Q (3546.080000 sec): 3 clusters
  Score: Raw -2425638.976554 + Penalty 3252.857747 = -2422386.118807
  nChanged 17
		SP:Iteration 38Q (3546.390000 sec): 3 clusters
  Score: Raw -2425640.584333 + Penalty 3252.857747 = -2422387.726586
  nChanged 16
		SP:Iteration 39Q (3546.720000 sec): 3 clusters
  Score: Raw -2425642.176572 + Penalty 3252.857747 = -2422389.318825
  nChanged 11
		SP:Iteration 40F (3547.040000 sec): 3 clusters
  Score: Raw -2425643.028722 + Penalty 3252.857747 = -2422390.170976
  nChanged 11
		SP:Iteration 41Q (3547.280000 sec): 3 clusters
  Score: Raw -2425644.630223 + Penalty 3252.857747 = -2422391.772477
  nChanged 12
		SP:Iteration 42Q (3547.530000 sec): 3 clusters
  Score: Raw -2425645.981897 + Penalty 3252.857747 = -2422393.124150
  nChanged 7
		SP:Iteration 43Q (3547.860000 sec): 3 clusters
  Score: Raw -2425646.688973 + Penalty 3252.857747 = -2422393.831226
  nChanged 10
		SP:Iteration 44Q (3548.140000 sec): 3 clusters
  Score: Raw -2425647.553912 + Penalty 3252.857747 = -2422394.696165
  nChanged 6
		SP:Iteration 45Q (3548.380000 sec): 3 clusters
  Score: Raw -2425648.029806 + Penalty 3252.857747 = -2422395.172059
  nChanged 3
		SP:Iteration 46Q (3548.690000 sec): 3 clusters
  Score: Raw -2425648.311828 + Penalty 3252.857747 = -2422395.454081
  nChanged 1
		SP:Iteration 47Q (3548.950000 sec): 3 clusters
  Score: Raw -2425648.347720 + Penalty 3252.857747 = -2422395.489973
  nChanged 0
		SP:Iteration 48F (3549.230000 sec): 3 clusters
  Score: Raw -2425648.347720 + Penalty 3252.857747 = -2422395.489973
  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 9.11 GB.

 Trying to split cluster 5 (475750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3551.080000 sec): 2 clusters
  Score: Raw -53142764.841137 + Penalty 2124.305265 = -53140640.535872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3553.210000 sec): 3 clusters
  Score: Raw -52822918.772880 + Penalty 4248.610530 = -52818670.162350
  nChanged 232505
		SP:Iteration 1F (3555.770000 sec): 3 clusters
  Score: Raw -52973624.134249 + Penalty 4248.610530 = -52969375.523718
  nChanged 23301
		SP:Iteration 2Q (3558.650000 sec): 3 clusters
  Score: Raw -52987301.708148 + Penalty 4248.610530 = -52983053.097618
  nChanged 29709
		SP:Iteration 3F (3561.000000 sec): 3 clusters
  Score: Raw -53009664.322110 + Penalty 4248.610530 = -53005415.711580
  nChanged 34621
		SP:Iteration 4F (3563.140000 sec): 3 clusters
  Score: Raw -53039894.811601 + Penalty 4248.610530 = -53035646.201071
  nChanged 34994
		SP:Iteration 5F (3565.360000 sec): 3 clusters
  Score: Raw -53068634.553323 + Penalty 4248.610530 = -53064385.942793
  nChanged 29921
		SP:Iteration 6F (3567.540000 sec): 3 clusters
  Score: Raw -53087283.588690 + Penalty 4248.610530 = -53083034.978160
  nChanged 21709
		SP:Iteration 7Q (3570.100000 sec): 3 clusters
  Score: Raw -53097442.698092 + Penalty 4248.610530 = -53093194.087562
  nChanged 15485
		SP:Iteration 8Q (3572.540000 sec): 3 clusters
  Score: Raw -53103960.595113 + Penalty 4248.610530 = -53099711.984583
  nChanged 11908
		SP:Iteration 9Q (3575.210000 sec): 3 clusters
  Score: Raw -53108957.329870 + Penalty 4248.610530 = -53104708.719340
  nChanged 10399
		SP:Iteration 10Q (3577.640000 sec): 3 clusters
  Score: Raw -53113137.671429 + Penalty 4248.610530 = -53108889.060898
  nChanged 9435
		SP:Iteration 11Q (3580.110000 sec): 3 clusters
  Score: Raw -53116890.924602 + Penalty 4248.610530 = -53112642.314071
  nChanged 9162
		SP:Iteration 12Q (3582.410000 sec): 3 clusters
  Score: Raw -53120625.429744 + Penalty 4248.610530 = -53116376.819214
  nChanged 8869
		SP:Iteration 13Q (3584.620000 sec): 3 clusters
  Score: Raw -53124299.167685 + Penalty 4248.610530 = -53120050.557155
  nChanged 8474
		SP:Iteration 14Q (3586.950000 sec): 3 clusters
  Score: Raw -53127816.901249 + Penalty 4248.610530 = -53123568.290719
  nChanged 8048
		SP:Iteration 15Q (3589.400000 sec): 3 clusters
  Score: Raw -53131115.298679 + Penalty 4248.610530 = -53126866.688148
  nChanged 7424
		SP:Iteration 16Q (3592.100000 sec): 3 clusters
  Score: Raw -53133976.678550 + Penalty 4248.610530 = -53129728.068019
  nChanged 6611
		SP:Iteration 17Q (3594.590000 sec): 3 clusters
  Score: Raw -53136209.669600 + Penalty 4248.610530 = -53131961.059069
  nChanged 5534
		SP:Iteration 18Q (3596.880000 sec): 3 clusters
  Score: Raw -53137800.128148 + Penalty 4248.610530 = -53133551.517618
  nChanged 4449
		SP:Iteration 19Q (3599.100000 sec): 3 clusters
  Score: Raw -53138821.990077 + Penalty 4248.610530 = -53134573.379547
  nChanged 3490
		SP:Iteration 20F (3601.620000 sec): 3 clusters
  Score: Raw -53139858.044338 + Penalty 4248.610530 = -53135609.433808
  nChanged 3045
		SP:Iteration 21Q (3604.200000 sec): 3 clusters
  Score: Raw -53140508.940766 + Penalty 4248.610530 = -53136260.330236
  nChanged 2594
		SP:Iteration 22Q (3606.720000 sec): 3 clusters
  Score: Raw -53140887.359787 + Penalty 4248.610530 = -53136638.749257
  nChanged 2046
		SP:Iteration 23Q (3609.250000 sec): 3 clusters
  Score: Raw -53141118.893543 + Penalty 4248.610530 = -53136870.283013
  nChanged 1690
		SP:Iteration 24Q (3612.000000 sec): 3 clusters
  Score: Raw -53141271.184638 + Penalty 4248.610530 = -53137022.574108
  nChanged 1386
		SP:Iteration 25Q (3614.970000 sec): 3 clusters
  Score: Raw -53141374.848529 + Penalty 4248.610530 = -53137126.237999
  nChanged 1219
		SP:Iteration 26Q (3617.580000 sec): 3 clusters
  Score: Raw -53141456.185942 + Penalty 4248.610530 = -53137207.575412
  nChanged 1218
		SP:Iteration 27Q (3620.150000 sec): 3 clusters
  Score: Raw -53141534.503352 + Penalty 4248.610530 = -53137285.892822
  nChanged 1143
		SP:Iteration 28Q (3622.710000 sec): 3 clusters
  Score: Raw -53141601.000519 + Penalty 4248.610530 = -53137352.389989
  nChanged 1102
		SP:Iteration 29Q (3625.210000 sec): 3 clusters
  Score: Raw -53141659.464587 + Penalty 4248.610530 = -53137410.854056
  nChanged 1031
		SP:Iteration 30Q (3627.780000 sec): 3 clusters
  Score: Raw -53141714.240082 + Penalty 4248.610530 = -53137465.629552
  nChanged 1036
		SP:Iteration 31Q (3630.290000 sec): 3 clusters
  Score: Raw -53141769.709427 + Penalty 4248.610530 = -53137521.098897
  nChanged 987
		SP:Iteration 32Q (3633.270000 sec): 3 clusters
  Score: Raw -53141822.360730 + Penalty 4248.610530 = -53137573.750200
  nChanged 1040
		SP:Iteration 33Q (3636.200000 sec): 3 clusters
  Score: Raw -53141879.460817 + Penalty 4248.610530 = -53137630.850287
  nChanged 1052
		SP:Iteration 34Q (3638.810000 sec): 3 clusters
  Score: Raw -53141940.272922 + Penalty 4248.610530 = -53137691.662392
  nChanged 1069
		SP:Iteration 35Q (3641.280000 sec): 3 clusters
  Score: Raw -53142006.877902 + Penalty 4248.610530 = -53137758.267371
  nChanged 1118
		SP:Iteration 36Q (3643.800000 sec): 3 clusters
  Score: Raw -53142077.423307 + Penalty 4248.610530 = -53137828.812776
  nChanged 1125
		SP:Iteration 37Q (3646.270000 sec): 3 clusters
  Score: Raw -53142148.901185 + Penalty 4248.610530 = -53137900.290655
  nChanged 1131
		SP:Iteration 38Q (3648.710000 sec): 3 clusters
  Score: Raw -53142227.213818 + Penalty 4248.610530 = -53137978.603288
  nChanged 1217
		SP:Iteration 39Q (3651.240000 sec): 3 clusters
  Score: Raw -53142312.953915 + Penalty 4248.610530 = -53138064.343385
  nChanged 1216
		SP:Iteration 40F (3654.080000 sec): 3 clusters
  Score: Raw -53142402.947259 + Penalty 4248.610530 = -53138154.336729
  nChanged 1301
		SP:Iteration 41Q (3656.600000 sec): 3 clusters
  Score: Raw -53142503.883352 + Penalty 4248.610530 = -53138255.272822
  nChanged 1339
		SP:Iteration 42Q (3659.270000 sec): 3 clusters
  Score: Raw -53142615.324430 + Penalty 4248.610530 = -53138366.713900
  nChanged 1457
		SP:Iteration 43Q (3661.820000 sec): 3 clusters
  Score: Raw -53142742.315023 + Penalty 4248.610530 = -53138493.704493
  nChanged 1552
		SP:Iteration 44Q (3664.220000 sec): 3 clusters
  Score: Raw -53142889.208389 + Penalty 4248.610530 = -53138640.597859
  nChanged 1697
		SP:Iteration 45Q (3666.810000 sec): 3 clusters
  Score: Raw -53143071.341994 + Penalty 4248.610530 = -53138822.731464
  nChanged 1840
		SP:Iteration 46Q (3669.470000 sec): 3 clusters
  Score: Raw -53143282.866387 + Penalty 4248.610530 = -53139034.255857
  nChanged 1971
		SP:Iteration 47Q (3672.200000 sec): 3 clusters
  Score: Raw -53143535.877720 + Penalty 4248.610530 = -53139287.267190
  nChanged 2099
		SP:Iteration 48Q (3674.970000 sec): 3 clusters
  Score: Raw -53143834.399134 + Penalty 4248.610530 = -53139585.788604
  nChanged 2316
		SP:Iteration 49Q (3677.520000 sec): 3 clusters
  Score: Raw -53144220.624571 + Penalty 4248.610530 = -53139972.014040
  nChanged 2606
		SP:Iteration 50Q (3680.120000 sec): 3 clusters
  Score: Raw -53144704.666981 + Penalty 4248.610530 = -53140456.056451
  nChanged 2858
		SP:Iteration 51Q (3682.480000 sec): 3 clusters
  Score: Raw -53145302.488277 + Penalty 4248.610530 = -53141053.877747
  nChanged 3272
		SP:Iteration 52Q (3684.950000 sec): 3 clusters
  Score: Raw -53146102.446186 + Penalty 4248.610530 = -53141853.835656
  nChanged 3725
		SP:Iteration 53Q (3687.110000 sec): 3 clusters
  Score: Raw -53147159.504542 + Penalty 4248.610530 = -53142910.894011
  nChanged 4100
		SP:Iteration 54Q (3689.290000 sec): 3 clusters
  Score: Raw -53148441.950794 + Penalty 4248.610530 = -53144193.340264
  nChanged 4503
		SP:Iteration 55Q (3692.100000 sec): 3 clusters
  Score: Raw -53150026.374285 + Penalty 4248.610530 = -53145777.763755
  nChanged 4813
		SP:Iteration 56Q (3694.770000 sec): 3 clusters
  Score: Raw -53151883.247271 + Penalty 4248.610530 = -53147634.636741
  nChanged 5069
		SP:Iteration 57Q (3697.340000 sec): 3 clusters
  Score: Raw -53153916.140708 + Penalty 4248.610530 = -53149667.530178
  nChanged 5028
		SP:Iteration 58Q (3699.880000 sec): 3 clusters
  Score: Raw -53155918.153360 + Penalty 4248.610530 = -53151669.542830
  nChanged 4780
		SP:Iteration 59Q (3702.430000 sec): 3 clusters
  Score: Raw -53157744.452032 + Penalty 4248.610530 = -53153495.841502
  nChanged 4540
		SP:Iteration 60F (3705.020000 sec): 3 clusters
  Score: Raw -53159337.691991 + Penalty 4248.610530 = -53155089.081461
  nChanged 4099
		SP:Iteration 61Q (3707.360000 sec): 3 clusters
  Score: Raw -53160603.976760 + Penalty 4248.610530 = -53156355.366229
  nChanged 3652
		SP:Iteration 62Q (3709.930000 sec): 3 clusters
  Score: Raw -53161590.292607 + Penalty 4248.610530 = -53157341.682077
  nChanged 3163
		SP:Iteration 63Q (3712.810000 sec): 3 clusters
  Score: Raw -53162290.004901 + Penalty 4248.610530 = -53158041.394371
  nChanged 2645
		SP:Iteration 64Q (3715.330000 sec): 3 clusters
  Score: Raw -53162766.820574 + Penalty 4248.610530 = -53158518.210044
  nChanged 2309
		SP:Iteration 65Q (3717.810000 sec): 3 clusters
  Score: Raw -53163125.012157 + Penalty 4248.610530 = -53158876.401627
  nChanged 1996
		SP:Iteration 66Q (3719.990000 sec): 3 clusters
  Score: Raw -53163392.410531 + Penalty 4248.610530 = -53159143.800001
  nChanged 1766
		SP:Iteration 67Q (3722.360000 sec): 3 clusters
  Score: Raw -53163594.066211 + Penalty 4248.610530 = -53159345.455681
  nChanged 1471
		SP:Iteration 68Q (3724.890000 sec): 3 clusters
  Score: Raw -53163732.751288 + Penalty 4248.610530 = -53159484.140758
  nChanged 1247
		SP:Iteration 69Q (3727.380000 sec): 3 clusters
  Score: Raw -53163832.896038 + Penalty 4248.610530 = -53159584.285508
  nChanged 1025
		SP:Iteration 70Q (3730.010000 sec): 3 clusters
  Score: Raw -53163903.455790 + Penalty 4248.610530 = -53159654.845260
  nChanged 906
		SP:Iteration 71Q (3732.500000 sec): 3 clusters
  Score: Raw -53163957.602534 + Penalty 4248.610530 = -53159708.992004
  nChanged 773
		SP:Iteration 72Q (3734.900000 sec): 3 clusters
  Score: Raw -53163996.112274 + Penalty 4248.610530 = -53159747.501744
  nChanged 649
		SP:Iteration 73Q (3737.480000 sec): 3 clusters
  Score: Raw -53164023.770775 + Penalty 4248.610530 = -53159775.160245
  nChanged 558
		SP:Iteration 74Q (3740.000000 sec): 3 clusters
  Score: Raw -53164045.088271 + Penalty 4248.610530 = -53159796.477741
  nChanged 495
		SP:Iteration 75Q (3742.400000 sec): 3 clusters
  Score: Raw -53164060.943640 + Penalty 4248.610530 = -53159812.333110
  nChanged 410
		SP:Iteration 76Q (3744.850000 sec): 3 clusters
  Score: Raw -53164071.829390 + Penalty 4248.610530 = -53159823.218860
  nChanged 337
		SP:Iteration 77Q (3747.150000 sec): 3 clusters
  Score: Raw -53164080.499532 + Penalty 4248.610530 = -53159831.889002
  nChanged 320
		SP:Iteration 78Q (3749.770000 sec): 3 clusters
  Score: Raw -53164087.841317 + Penalty 4248.610530 = -53159839.230787
  nChanged 249
		SP:Iteration 79Q (3752.650000 sec): 3 clusters
  Score: Raw -53164092.751455 + Penalty 4248.610530 = -53159844.140924
  nChanged 211
		SP:Iteration 80F (3755.280000 sec): 3 clusters
  Score: Raw -53164096.539432 + Penalty 4248.610530 = -53159847.928902
  nChanged 202
		SP:Iteration 81Q (3757.460000 sec): 3 clusters
  Score: Raw -53164099.753480 + Penalty 4248.610530 = -53159851.142950
  nChanged 190
		SP:Iteration 82Q (3759.840000 sec): 3 clusters
  Score: Raw -53164102.349025 + Penalty 4248.610530 = -53159853.738495
  nChanged 144
		SP:Iteration 83Q (3762.280000 sec): 3 clusters
  Score: Raw -53164104.163368 + Penalty 4248.610530 = -53159855.552837
  nChanged 122
		SP:Iteration 84Q (3764.820000 sec): 3 clusters
  Score: Raw -53164105.423828 + Penalty 4248.610530 = -53159856.813298
  nChanged 98
		SP:Iteration 85Q (3767.280000 sec): 3 clusters
  Score: Raw -53164106.224969 + Penalty 4248.610530 = -53159857.614438
  nChanged 70
		SP:Iteration 86Q (3769.740000 sec): 3 clusters
  Score: Raw -53164106.712115 + Penalty 4248.610530 = -53159858.101585
  nChanged 52
		SP:Iteration 87Q (3772.290000 sec): 3 clusters
  Score: Raw -53164107.077017 + Penalty 4248.610530 = -53159858.466487
  nChanged 53
		SP:Iteration 88Q (3774.620000 sec): 3 clusters
  Score: Raw -53164107.414367 + Penalty 4248.610530 = -53159858.803836
  nChanged 32
		SP:Iteration 89Q (3776.820000 sec): 3 clusters
  Score: Raw -53164107.562680 + Penalty 4248.610530 = -53159858.952150
  nChanged 29
		SP:Iteration 90Q (3779.220000 sec): 3 clusters
  Score: Raw -53164107.694729 + Penalty 4248.610530 = -53159859.084199
  nChanged 23
		SP:Iteration 91Q (3781.710000 sec): 3 clusters
  Score: Raw -53164107.781613 + Penalty 4248.610530 = -53159859.171083
  nChanged 19
		SP:Iteration 92Q (3784.190000 sec): 3 clusters
  Score: Raw -53164107.826968 + Penalty 4248.610530 = -53159859.216438
  nChanged 9
		SP:Iteration 93Q (3786.820000 sec): 3 clusters
  Score: Raw -53164107.849248 + Penalty 4248.610530 = -53159859.238718
  nChanged 10
		SP:Iteration 94Q (3789.460000 sec): 3 clusters
  Score: Raw -53164107.883976 + Penalty 4248.610530 = -53159859.273445
  nChanged 14
		SP:Iteration 95Q (3791.990000 sec): 3 clusters
  Score: Raw -53164107.937833 + Penalty 4248.610530 = -53159859.327303
  nChanged 12
		SP:Iteration 96Q (3794.100000 sec): 3 clusters
  Score: Raw -53164107.986209 + Penalty 4248.610530 = -53159859.375679
  nChanged 12
		SP:Iteration 97Q (3796.400000 sec): 3 clusters
  Score: Raw -53164108.025950 + Penalty 4248.610530 = -53159859.415420
  nChanged 9
		SP:Iteration 98Q (3799.040000 sec): 3 clusters
  Score: Raw -53164108.062676 + Penalty 4248.610530 = -53159859.452146
  nChanged 9
		SP:Iteration 99Q (3801.580000 sec): 3 clusters
  Score: Raw -53164108.092350 + Penalty 4248.610530 = -53159859.481820
  nChanged 6
		SP:Iteration 100F (3804.170000 sec): 3 clusters
  Score: Raw -53164108.112938 + Penalty 4248.610530 = -53159859.502408
  nChanged 6
		SP:Iteration 101Q (3806.520000 sec): 3 clusters
  Score: Raw -53164108.128632 + Penalty 4248.610530 = -53159859.518102
  nChanged 5
		SP:Iteration 102Q (3808.990000 sec): 3 clusters
  Score: Raw -53164108.148731 + Penalty 4248.610530 = -53159859.538201
  nChanged 4
		SP:Iteration 103Q (3811.230000 sec): 3 clusters
  Score: Raw -53164108.162838 + Penalty 4248.610530 = -53159859.552308
  nChanged 1
		SP:Iteration 104Q (3813.620000 sec): 3 clusters
  Score: Raw -53164108.165876 + Penalty 4248.610530 = -53159859.555346
  nChanged 0
		SP:Iteration 105F (3816.200000 sec): 3 clusters
  Score: Raw -53164108.165876 + Penalty 4248.610530 = -53159859.555346
  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 9.11 GB.

 Trying to split cluster 6 (12021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3816.580000 sec): 2 clusters
  Score: Raw -1235456.314874 + Penalty 1526.591690 = -1233929.723185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3816.810000 sec): 3 clusters
  Score: Raw -1228568.749060 + Penalty 3053.183380 = -1225515.565680
  nChanged 5229
		SP:Iteration 1F (3817.020000 sec): 3 clusters
  Score: Raw -1231769.548551 + Penalty 3053.183380 = -1228716.365171
  nChanged 882
		SP:Iteration 2F (3817.240000 sec): 3 clusters
  Score: Raw -1232340.583731 + Penalty 3053.183380 = -1229287.400351
  nChanged 805
		SP:Iteration 3F (3817.500000 sec): 3 clusters
  Score: Raw -1232850.172932 + Penalty 3053.183380 = -1229796.989552
  nChanged 704
		SP:Iteration 4F (3817.700000 sec): 3 clusters
  Score: Raw -1233231.525456 + Penalty 3053.183380 = -1230178.342076
  nChanged 593
		SP:Iteration 5Q (3817.910000 sec): 3 clusters
  Score: Raw -1233538.009610 + Penalty 3053.183380 = -1230484.826230
  nChanged 505
		SP:Iteration 6Q (3818.150000 sec): 3 clusters
  Score: Raw -1233766.236518 + Penalty 3053.183380 = -1230713.053138
  nChanged 453
		SP:Iteration 7Q (3818.400000 sec): 3 clusters
  Score: Raw -1233972.746591 + Penalty 3053.183380 = -1230919.563211
  nChanged 398
		SP:Iteration 8Q (3818.620000 sec): 3 clusters
  Score: Raw -1234134.278357 + Penalty 3053.183380 = -1231081.094977
  nChanged 356
		SP:Iteration 9Q (3818.860000 sec): 3 clusters
  Score: Raw -1234285.480635 + Penalty 3053.183380 = -1231232.297255
  nChanged 353
		SP:Iteration 10Q (3819.140000 sec): 3 clusters
  Score: Raw -1234433.809883 + Penalty 3053.183380 = -1231380.626504
  nChanged 341
		SP:Iteration 11Q (3819.380000 sec): 3 clusters
  Score: Raw -1234569.401525 + Penalty 3053.183380 = -1231516.218145
  nChanged 336
		SP:Iteration 12Q (3819.620000 sec): 3 clusters
  Score: Raw -1234724.184916 + Penalty 3053.183380 = -1231671.001536
  nChanged 363
		SP:Iteration 13Q (3819.850000 sec): 3 clusters
  Score: Raw -1234897.674764 + Penalty 3053.183380 = -1231844.491384
  nChanged 401
		SP:Iteration 14Q (3820.050000 sec): 3 clusters
  Score: Raw -1235097.553798 + Penalty 3053.183380 = -1232044.370418
  nChanged 374
		SP:Iteration 15Q (3820.280000 sec): 3 clusters
  Score: Raw -1235285.638255 + Penalty 3053.183380 = -1232232.454875
  nChanged 351
		SP:Iteration 16Q (3820.530000 sec): 3 clusters
  Score: Raw -1235468.467983 + Penalty 3053.183380 = -1232415.284603
  nChanged 342
		SP:Iteration 17Q (3820.780000 sec): 3 clusters
  Score: Raw -1235625.954899 + Penalty 3053.183380 = -1232572.771519
  nChanged 290
		SP:Iteration 18Q (3821.010000 sec): 3 clusters
  Score: Raw -1235763.884290 + Penalty 3053.183380 = -1232710.700910
  nChanged 277
		SP:Iteration 19Q (3821.250000 sec): 3 clusters
  Score: Raw -1235876.256634 + Penalty 3053.183380 = -1232823.073254
  nChanged 238
		SP:Iteration 20F (3821.490000 sec): 3 clusters
  Score: Raw -1235966.623332 + Penalty 3053.183380 = -1232913.439952
  nChanged 204
		SP:Iteration 21Q (3821.720000 sec): 3 clusters
  Score: Raw -1236049.274464 + Penalty 3053.183380 = -1232996.091084
  nChanged 193
		SP:Iteration 22Q (3821.920000 sec): 3 clusters
  Score: Raw -1236124.690940 + Penalty 3053.183380 = -1233071.507560
  nChanged 185
		SP:Iteration 23Q (3822.150000 sec): 3 clusters
  Score: Raw -1236193.334305 + Penalty 3053.183380 = -1233140.150925
  nChanged 141
		SP:Iteration 24Q (3822.400000 sec): 3 clusters
  Score: Raw -1236246.968755 + Penalty 3053.183380 = -1233193.785375
  nChanged 148
		SP:Iteration 25Q (3822.590000 sec): 3 clusters
  Score: Raw -1236302.587274 + Penalty 3053.183380 = -1233249.403894
  nChanged 111
		SP:Iteration 26Q (3822.850000 sec): 3 clusters
  Score: Raw -1236344.212641 + Penalty 3053.183380 = -1233291.029261
  nChanged 118
		SP:Iteration 27Q (3823.010000 sec): 3 clusters
  Score: Raw -1236386.987039 + Penalty 3053.183380 = -1233333.803659
  nChanged 107
		SP:Iteration 28Q (3823.250000 sec): 3 clusters
  Score: Raw -1236427.696993 + Penalty 3053.183380 = -1233374.513613
  nChanged 97
		SP:Iteration 29Q (3823.460000 sec): 3 clusters
  Score: Raw -1236465.599538 + Penalty 3053.183380 = -1233412.416159
  nChanged 85
		SP:Iteration 30Q (3823.670000 sec): 3 clusters
  Score: Raw -1236503.216746 + Penalty 3053.183380 = -1233450.033366
  nChanged 79
		SP:Iteration 31Q (3823.900000 sec): 3 clusters
  Score: Raw -1236530.921151 + Penalty 3053.183380 = -1233477.737771
  nChanged 69
		SP:Iteration 32Q (3824.100000 sec): 3 clusters
  Score: Raw -1236553.270445 + Penalty 3053.183380 = -1233500.087066
  nChanged 48
		SP:Iteration 33Q (3824.330000 sec): 3 clusters
  Score: Raw -1236572.001284 + Penalty 3053.183380 = -1233518.817905
  nChanged 39
		SP:Iteration 34Q (3824.580000 sec): 3 clusters
  Score: Raw -1236594.411602 + Penalty 3053.183380 = -1233541.228223
  nChanged 46
		SP:Iteration 35Q (3824.780000 sec): 3 clusters
  Score: Raw -1236617.848802 + Penalty 3053.183380 = -1233564.665422
  nChanged 43
		SP:Iteration 36Q (3825.050000 sec): 3 clusters
  Score: Raw -1236634.371166 + Penalty 3053.183380 = -1233581.187787
  nChanged 37
		SP:Iteration 37Q (3825.240000 sec): 3 clusters
  Score: Raw -1236647.020841 + Penalty 3053.183380 = -1233593.837462
  nChanged 24
		SP:Iteration 38Q (3825.450000 sec): 3 clusters
  Score: Raw -1236655.879641 + Penalty 3053.183380 = -1233602.696262
  nChanged 27
		SP:Iteration 39Q (3825.710000 sec): 3 clusters
  Score: Raw -1236667.696698 + Penalty 3053.183380 = -1233614.513319
  nChanged 22
		SP:Iteration 40F (3825.920000 sec): 3 clusters
  Score: Raw -1236675.229337 + Penalty 3053.183380 = -1233622.045957
  nChanged 23
		SP:Iteration 41Q (3826.160000 sec): 3 clusters
  Score: Raw -1236686.492865 + Penalty 3053.183380 = -1233633.309485
  nChanged 27
		SP:Iteration 42Q (3826.410000 sec): 3 clusters
  Score: Raw -1236696.955205 + Penalty 3053.183380 = -1233643.771825
  nChanged 24
		SP:Iteration 43Q (3826.640000 sec): 3 clusters
  Score: Raw -1236711.555131 + Penalty 3053.183380 = -1233658.371751
  nChanged 27
		SP:Iteration 44Q (3826.850000 sec): 3 clusters
  Score: Raw -1236729.046727 + Penalty 3053.183380 = -1233675.863348
  nChanged 26
		SP:Iteration 45Q (3827.100000 sec): 3 clusters
  Score: Raw -1236740.549860 + Penalty 3053.183380 = -1233687.366480
  nChanged 22
		SP:Iteration 46Q (3827.320000 sec): 3 clusters
  Score: Raw -1236749.408006 + Penalty 3053.183380 = -1233696.224626
  nChanged 18
		SP:Iteration 47Q (3827.600000 sec): 3 clusters
  Score: Raw -1236757.625215 + Penalty 3053.183380 = -1233704.441835
  nChanged 16
		SP:Iteration 48Q (3827.820000 sec): 3 clusters
  Score: Raw -1236762.488829 + Penalty 3053.183380 = -1233709.305449
  nChanged 13
		SP:Iteration 49Q (3828.060000 sec): 3 clusters
  Score: Raw -1236766.469349 + Penalty 3053.183380 = -1233713.285969
  nChanged 14
		SP:Iteration 50Q (3828.290000 sec): 3 clusters
  Score: Raw -1236771.320519 + Penalty 3053.183380 = -1233718.137140
  nChanged 17
		SP:Iteration 51Q (3828.530000 sec): 3 clusters
  Score: Raw -1236777.366621 + Penalty 3053.183380 = -1233724.183241
  nChanged 16
		SP:Iteration 52Q (3828.770000 sec): 3 clusters
  Score: Raw -1236783.448045 + Penalty 3053.183380 = -1233730.264665
  nChanged 13
		SP:Iteration 53Q (3829.010000 sec): 3 clusters
  Score: Raw -1236788.096278 + Penalty 3053.183380 = -1233734.912899
  nChanged 15
		SP:Iteration 54Q (3829.270000 sec): 3 clusters
  Score: Raw -1236792.021178 + Penalty 3053.183380 = -1233738.837799
  nChanged 10
		SP:Iteration 55Q (3829.460000 sec): 3 clusters
  Score: Raw -1236796.877568 + Penalty 3053.183380 = -1233743.694188
  nChanged 5
		SP:Iteration 56Q (3829.690000 sec): 3 clusters
  Score: Raw -1236798.420439 + Penalty 3053.183380 = -1233745.237059
  nChanged 4
		SP:Iteration 57Q (3829.950000 sec): 3 clusters
  Score: Raw -1236799.527465 + Penalty 3053.183380 = -1233746.344085
  nChanged 4
		SP:Iteration 58Q (3830.140000 sec): 3 clusters
  Score: Raw -1236801.070945 + Penalty 3053.183380 = -1233747.887565
  nChanged 5
		SP:Iteration 59Q (3830.380000 sec): 3 clusters
  Score: Raw -1236802.533698 + Penalty 3053.183380 = -1233749.350318
  nChanged 5
		SP:Iteration 60F (3830.610000 sec): 3 clusters
  Score: Raw -1236803.909625 + Penalty 3053.183380 = -1233750.726246
  nChanged 1
		SP:Iteration 61Q (3830.880000 sec): 3 clusters
  Score: Raw -1236804.380425 + Penalty 3053.183380 = -1233751.197046
  nChanged 1
		SP:Iteration 62Q (3831.070000 sec): 3 clusters
  Score: Raw -1236804.446316 + Penalty 3053.183380 = -1233751.262936
  nChanged 0
		SP:Iteration 63F (3831.310000 sec): 3 clusters
  Score: Raw -1236804.446316 + Penalty 3053.183380 = -1233751.262936
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (30910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3831.550000 sec): 2 clusters
  Score: Raw -3430482.532451 + Penalty 1680.060693 = -3428802.471757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3831.880000 sec): 3 clusters
  Score: Raw -3411380.307846 + Penalty 3360.121386 = -3408020.186459
  nChanged 14248
		SP:Iteration 1F (3832.190000 sec): 3 clusters
  Score: Raw -3419494.990857 + Penalty 3360.121386 = -3416134.869470
  nChanged 1855
		SP:Iteration 2F (3832.510000 sec): 3 clusters
  Score: Raw -3420657.955211 + Penalty 3360.121386 = -3417297.833825
  nChanged 2449
		SP:Iteration 3F (3832.850000 sec): 3 clusters
  Score: Raw -3422759.753179 + Penalty 3360.121386 = -3419399.631793
  nChanged 2871
		SP:Iteration 4F (3833.190000 sec): 3 clusters
  Score: Raw -3425542.239678 + Penalty 3360.121386 = -3422182.118292
  nChanged 2698
		SP:Iteration 5F (3833.500000 sec): 3 clusters
  Score: Raw -3427708.804842 + Penalty 3360.121386 = -3424348.683455
  nChanged 1956
		SP:Iteration 6F (3833.820000 sec): 3 clusters
  Score: Raw -3428859.202367 + Penalty 3360.121386 = -3425499.080980
  nChanged 1304
		SP:Iteration 7Q (3834.180000 sec): 3 clusters
  Score: Raw -3429415.776746 + Penalty 3360.121386 = -3426055.655360
  nChanged 833
		SP:Iteration 8Q (3834.510000 sec): 3 clusters
  Score: Raw -3429674.542042 + Penalty 3360.121386 = -3426314.420656
  nChanged 571
		SP:Iteration 9Q (3834.850000 sec): 3 clusters
  Score: Raw -3429829.589903 + Penalty 3360.121386 = -3426469.468517
  nChanged 461
		SP:Iteration 10Q (3835.240000 sec): 3 clusters
  Score: Raw -3429951.527265 + Penalty 3360.121386 = -3426591.405878
  nChanged 432
		SP:Iteration 11Q (3835.610000 sec): 3 clusters
  Score: Raw -3430070.780951 + Penalty 3360.121386 = -3426710.659564
  nChanged 407
		SP:Iteration 12Q (3835.950000 sec): 3 clusters
  Score: Raw -3430180.904727 + Penalty 3360.121386 = -3426820.783340
  nChanged 453
		SP:Iteration 13Q (3836.330000 sec): 3 clusters
  Score: Raw -3430322.532664 + Penalty 3360.121386 = -3426962.411277
  nChanged 553
		SP:Iteration 14Q (3836.680000 sec): 3 clusters
  Score: Raw -3430500.668346 + Penalty 3360.121386 = -3427140.546960
  nChanged 614
		SP:Iteration 15Q (3837.070000 sec): 3 clusters
  Score: Raw -3430704.713311 + Penalty 3360.121386 = -3427344.591924
  nChanged 708
		SP:Iteration 16Q (3837.450000 sec): 3 clusters
  Score: Raw -3430959.572712 + Penalty 3360.121386 = -3427599.451326
  nChanged 781
		SP:Iteration 17Q (3837.730000 sec): 3 clusters
  Score: Raw -3431250.458303 + Penalty 3360.121386 = -3427890.336917
  nChanged 831
		SP:Iteration 18Q (3838.080000 sec): 3 clusters
  Score: Raw -3431575.620764 + Penalty 3360.121386 = -3428215.499377
  nChanged 866
		SP:Iteration 19Q (3838.390000 sec): 3 clusters
  Score: Raw -3431913.550521 + Penalty 3360.121386 = -3428553.429135
  nChanged 879
		SP:Iteration 20F (3838.710000 sec): 3 clusters
  Score: Raw -3432246.745470 + Penalty 3360.121386 = -3428886.624084
  nChanged 844
		SP:Iteration 21Q (3839.030000 sec): 3 clusters
  Score: Raw -3432554.443584 + Penalty 3360.121386 = -3429194.322197
  nChanged 814
		SP:Iteration 22Q (3839.380000 sec): 3 clusters
  Score: Raw -3432837.678488 + Penalty 3360.121386 = -3429477.557101
  nChanged 756
		SP:Iteration 23Q (3839.660000 sec): 3 clusters
  Score: Raw -3433090.702342 + Penalty 3360.121386 = -3429730.580956
  nChanged 698
		SP:Iteration 24Q (3840.000000 sec): 3 clusters
  Score: Raw -3433315.726933 + Penalty 3360.121386 = -3429955.605546
  nChanged 656
		SP:Iteration 25Q (3840.340000 sec): 3 clusters
  Score: Raw -3433516.856890 + Penalty 3360.121386 = -3430156.735504
  nChanged 568
		SP:Iteration 26Q (3840.660000 sec): 3 clusters
  Score: Raw -3433675.992862 + Penalty 3360.121386 = -3430315.871476
  nChanged 503
		SP:Iteration 27Q (3840.990000 sec): 3 clusters
  Score: Raw -3433811.012548 + Penalty 3360.121386 = -3430450.891161
  nChanged 505
		SP:Iteration 28Q (3841.300000 sec): 3 clusters
  Score: Raw -3433942.445899 + Penalty 3360.121386 = -3430582.324513
  nChanged 437
		SP:Iteration 29Q (3841.630000 sec): 3 clusters
  Score: Raw -3434039.506615 + Penalty 3360.121386 = -3430679.385228
  nChanged 345
		SP:Iteration 30Q (3841.950000 sec): 3 clusters
  Score: Raw -3434103.538098 + Penalty 3360.121386 = -3430743.416712
  nChanged 288
		SP:Iteration 31Q (3842.310000 sec): 3 clusters
  Score: Raw -3434159.023937 + Penalty 3360.121386 = -3430798.902550
  nChanged 277
		SP:Iteration 32Q (3842.680000 sec): 3 clusters
  Score: Raw -3434209.653278 + Penalty 3360.121386 = -3430849.531891
  nChanged 241
		SP:Iteration 33Q (3843.030000 sec): 3 clusters
  Score: Raw -3434250.743402 + Penalty 3360.121386 = -3430890.622016
  nChanged 218
		SP:Iteration 34Q (3843.370000 sec): 3 clusters
  Score: Raw -3434285.354064 + Penalty 3360.121386 = -3430925.232678
  nChanged 189
		SP:Iteration 35Q (3843.690000 sec): 3 clusters
  Score: Raw -3434312.412611 + Penalty 3360.121386 = -3430952.291224
  nChanged 149
		SP:Iteration 36Q (3843.970000 sec): 3 clusters
  Score: Raw -3434330.638223 + Penalty 3360.121386 = -3430970.516837
  nChanged 121
		SP:Iteration 37Q (3844.290000 sec): 3 clusters
  Score: Raw -3434342.963648 + Penalty 3360.121386 = -3430982.842262
  nChanged 80
		SP:Iteration 38Q (3844.580000 sec): 3 clusters
  Score: Raw -3434350.601794 + Penalty 3360.121386 = -3430990.480408
  nChanged 78
		SP:Iteration 39Q (3844.860000 sec): 3 clusters
  Score: Raw -3434357.544270 + Penalty 3360.121386 = -3430997.422884
  nChanged 68
		SP:Iteration 40F (3845.160000 sec): 3 clusters
  Score: Raw -3434362.981218 + Penalty 3360.121386 = -3431002.859831
  nChanged 62
		SP:Iteration 41Q (3845.470000 sec): 3 clusters
  Score: Raw -3434368.771527 + Penalty 3360.121386 = -3431008.650141
  nChanged 63
		SP:Iteration 42Q (3845.740000 sec): 3 clusters
  Score: Raw -3434374.313556 + Penalty 3360.121386 = -3431014.192170
  nChanged 56
		SP:Iteration 43Q (3846.010000 sec): 3 clusters
  Score: Raw -3434379.059835 + Penalty 3360.121386 = -3431018.938449
  nChanged 61
		SP:Iteration 44Q (3846.330000 sec): 3 clusters
  Score: Raw -3434384.484268 + Penalty 3360.121386 = -3431024.362882
  nChanged 50
		SP:Iteration 45Q (3846.660000 sec): 3 clusters
  Score: Raw -3434388.535777 + Penalty 3360.121386 = -3431028.414390
  nChanged 33
		SP:Iteration 46Q (3846.950000 sec): 3 clusters
  Score: Raw -3434390.850030 + Penalty 3360.121386 = -3431030.728644
  nChanged 37
		SP:Iteration 47Q (3847.270000 sec): 3 clusters
  Score: Raw -3434393.256211 + Penalty 3360.121386 = -3431033.134825
  nChanged 33
		SP:Iteration 48Q (3847.590000 sec): 3 clusters
  Score: Raw -3434395.779629 + Penalty 3360.121386 = -3431035.658242
  nChanged 37
		SP:Iteration 49Q (3847.890000 sec): 3 clusters
  Score: Raw -3434398.647078 + Penalty 3360.121386 = -3431038.525692
  nChanged 31
		SP:Iteration 50Q (3848.230000 sec): 3 clusters
  Score: Raw -3434400.767977 + Penalty 3360.121386 = -3431040.646591
  nChanged 33
		SP:Iteration 51Q (3848.530000 sec): 3 clusters
  Score: Raw -3434403.281057 + Penalty 3360.121386 = -3431043.159671
  nChanged 32
		SP:Iteration 52Q (3848.850000 sec): 3 clusters
  Score: Raw -3434405.688834 + Penalty 3360.121386 = -3431045.567448
  nChanged 28
		SP:Iteration 53Q (3849.100000 sec): 3 clusters
  Score: Raw -3434407.446287 + Penalty 3360.121386 = -3431047.324901
  nChanged 20
		SP:Iteration 54Q (3849.430000 sec): 3 clusters
  Score: Raw -3434408.777372 + Penalty 3360.121386 = -3431048.655985
  nChanged 23
		SP:Iteration 55Q (3849.720000 sec): 3 clusters
  Score: Raw -3434410.451016 + Penalty 3360.121386 = -3431050.329630
  nChanged 20
		SP:Iteration 56Q (3850.020000 sec): 3 clusters
  Score: Raw -3434411.803914 + Penalty 3360.121386 = -3431051.682528
  nChanged 25
		SP:Iteration 57Q (3850.370000 sec): 3 clusters
  Score: Raw -3434413.232592 + Penalty 3360.121386 = -3431053.111205
  nChanged 13
		SP:Iteration 58Q (3850.670000 sec): 3 clusters
  Score: Raw -3434413.936789 + Penalty 3360.121386 = -3431053.815403
  nChanged 14
		SP:Iteration 59Q (3850.970000 sec): 3 clusters
  Score: Raw -3434414.675998 + Penalty 3360.121386 = -3431054.554612
  nChanged 9
		SP:Iteration 60F (3851.290000 sec): 3 clusters
  Score: Raw -3434415.070447 + Penalty 3360.121386 = -3431054.949061
  nChanged 6
		SP:Iteration 61Q (3851.640000 sec): 3 clusters
  Score: Raw -3434415.427188 + Penalty 3360.121386 = -3431055.305802
  nChanged 8
		SP:Iteration 62Q (3851.930000 sec): 3 clusters
  Score: Raw -3434415.777718 + Penalty 3360.121386 = -3431055.656332
  nChanged 2
		SP:Iteration 63Q (3852.210000 sec): 3 clusters
  Score: Raw -3434415.866407 + Penalty 3360.121386 = -3431055.745021
  nChanged 3
		SP:Iteration 64Q (3852.550000 sec): 3 clusters
  Score: Raw -3434416.026575 + Penalty 3360.121386 = -3431055.905188
  nChanged 1
		SP:Iteration 65Q (3852.880000 sec): 3 clusters
  Score: Raw -3434416.058868 + Penalty 3360.121386 = -3431055.937482
  nChanged 0
		SP:Iteration 66F (3853.230000 sec): 3 clusters
  Score: Raw -3434416.058868 + Penalty 3360.121386 = -3431055.937482
  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 9.11 GB.

 Trying to split cluster 8 (9879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3853.370000 sec): 2 clusters
  Score: Raw -1023042.228234 + Penalty 1494.702068 = -1021547.526166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3853.590000 sec): 3 clusters
  Score: Raw -1017455.306988 + Penalty 2989.404136 = -1014465.902852
  nChanged 4334
		SP:Iteration 1F (3853.850000 sec): 3 clusters
  Score: Raw -1020760.982500 + Penalty 2989.404136 = -1017771.578364
  nChanged 1171
		SP:Iteration 2F (3854.060000 sec): 3 clusters
  Score: Raw -1022514.463262 + Penalty 2989.404136 = -1019525.059127
  nChanged 1251
		SP:Iteration 3F (3854.290000 sec): 3 clusters
  Score: Raw -1024556.803818 + Penalty 2989.404136 = -1021567.399682
  nChanged 973
		SP:Iteration 4F (3854.490000 sec): 3 clusters
  Score: Raw -1026225.055718 + Penalty 2989.404136 = -1023235.651582
  nChanged 680
		SP:Iteration 5F (3854.700000 sec): 3 clusters
  Score: Raw -1027778.861407 + Penalty 2989.404136 = -1024789.457272
  nChanged 531
		SP:Iteration 6F (3854.940000 sec): 3 clusters
  Score: Raw -1029410.726714 + Penalty 2989.404136 = -1026421.322578
  nChanged 453
		SP:Iteration 7Q (3855.180000 sec): 3 clusters
  Score: Raw -1031195.730041 + Penalty 2989.404136 = -1028206.325906
  nChanged 235
		SP:Iteration 8Q (3855.360000 sec): 3 clusters
  Score: Raw -1031892.635918 + Penalty 2989.404136 = -1028903.231782
  nChanged 54
		SP:Iteration 9Q (3855.560000 sec): 3 clusters
  Score: Raw -1031949.043539 + Penalty 2989.404136 = -1028959.639404
  nChanged 8
		SP:Iteration 10Q (3855.800000 sec): 3 clusters
  Score: Raw -1031959.650103 + Penalty 2989.404136 = -1028970.245967
  nChanged 2
		SP:Iteration 11Q (3856.000000 sec): 3 clusters
  Score: Raw -1031963.221688 + Penalty 2989.404136 = -1028973.817553
  nChanged 1
		SP:Iteration 12Q (3856.220000 sec): 3 clusters
  Score: Raw -1031963.509129 + Penalty 2989.404136 = -1028974.104994
  nChanged 0
		SP:Iteration 13F (3856.410000 sec): 3 clusters
  Score: Raw -1031963.509129 + Penalty 2989.404136 = -1028974.104994
  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 9.11 GB.

 Trying to split cluster 9 (20533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3856.590000 sec): 2 clusters
  Score: Raw -2027306.471840 + Penalty 1613.590652 = -2025692.881188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3856.850000 sec): 3 clusters
  Score: Raw -2015158.081911 + Penalty 3227.181304 = -2011930.900608
  nChanged 9295
		SP:Iteration 1F (3857.110000 sec): 3 clusters
  Score: Raw -2021388.236794 + Penalty 3227.181304 = -2018161.055490
  nChanged 1831
		SP:Iteration 2F (3857.410000 sec): 3 clusters
  Score: Raw -2023173.676864 + Penalty 3227.181304 = -2019946.495560
  nChanged 1930
		SP:Iteration 3F (3857.670000 sec): 3 clusters
  Score: Raw -2025000.167994 + Penalty 3227.181304 = -2021772.986691
  nChanged 1637
		SP:Iteration 4F (3857.940000 sec): 3 clusters
  Score: Raw -2026414.724122 + Penalty 3227.181304 = -2023187.542818
  nChanged 1286
		SP:Iteration 5F (3858.180000 sec): 3 clusters
  Score: Raw -2027278.625204 + Penalty 3227.181304 = -2024051.443901
  nChanged 955
		SP:Iteration 6Q (3858.440000 sec): 3 clusters
  Score: Raw -2027794.779763 + Penalty 3227.181304 = -2024567.598460
  nChanged 691
		SP:Iteration 7Q (3858.690000 sec): 3 clusters
  Score: Raw -2028137.300555 + Penalty 3227.181304 = -2024910.119251
  nChanged 564
		SP:Iteration 8Q (3858.940000 sec): 3 clusters
  Score: Raw -2028411.683650 + Penalty 3227.181304 = -2025184.502346
  nChanged 497
		SP:Iteration 9Q (3859.190000 sec): 3 clusters
  Score: Raw -2028639.232005 + Penalty 3227.181304 = -2025412.050701
  nChanged 428
		SP:Iteration 10Q (3859.480000 sec): 3 clusters
  Score: Raw -2028826.770378 + Penalty 3227.181304 = -2025599.589075
  nChanged 382
		SP:Iteration 11Q (3859.680000 sec): 3 clusters
  Score: Raw -2028978.000244 + Penalty 3227.181304 = -2025750.818941
  nChanged 334
		SP:Iteration 12Q (3859.920000 sec): 3 clusters
  Score: Raw -2029105.343570 + Penalty 3227.181304 = -2025878.162267
  nChanged 321
		SP:Iteration 13Q (3860.230000 sec): 3 clusters
  Score: Raw -2029229.559864 + Penalty 3227.181304 = -2026002.378561
  nChanged 285
		SP:Iteration 14Q (3860.470000 sec): 3 clusters
  Score: Raw -2029324.088962 + Penalty 3227.181304 = -2026096.907658
  nChanged 236
		SP:Iteration 15Q (3860.720000 sec): 3 clusters
  Score: Raw -2029396.286596 + Penalty 3227.181304 = -2026169.105292
  nChanged 205
		SP:Iteration 16Q (3861.020000 sec): 3 clusters
  Score: Raw -2029459.636725 + Penalty 3227.181304 = -2026232.455421
  nChanged 197
		SP:Iteration 17Q (3861.320000 sec): 3 clusters
  Score: Raw -2029521.275930 + Penalty 3227.181304 = -2026294.094627
  nChanged 165
		SP:Iteration 18Q (3861.580000 sec): 3 clusters
  Score: Raw -2029576.941842 + Penalty 3227.181304 = -2026349.760538
  nChanged 156
		SP:Iteration 19Q (3861.880000 sec): 3 clusters
  Score: Raw -2029628.000265 + Penalty 3227.181304 = -2026400.818961
  nChanged 167
		SP:Iteration 20F (3862.190000 sec): 3 clusters
  Score: Raw -2029680.340799 + Penalty 3227.181304 = -2026453.159495
  nChanged 180
		SP:Iteration 21Q (3862.460000 sec): 3 clusters
  Score: Raw -2029741.205770 + Penalty 3227.181304 = -2026514.024467
  nChanged 159
		SP:Iteration 22Q (3862.710000 sec): 3 clusters
  Score: Raw -2029790.359583 + Penalty 3227.181304 = -2026563.178279
  nChanged 147
		SP:Iteration 23Q (3863.020000 sec): 3 clusters
  Score: Raw -2029828.724353 + Penalty 3227.181304 = -2026601.543049
  nChanged 114
		SP:Iteration 24Q (3863.290000 sec): 3 clusters
  Score: Raw -2029850.976039 + Penalty 3227.181304 = -2026623.794736
  nChanged 87
		SP:Iteration 25Q (3863.530000 sec): 3 clusters
  Score: Raw -2029865.778040 + Penalty 3227.181304 = -2026638.596736
  nChanged 72
		SP:Iteration 26Q (3863.840000 sec): 3 clusters
  Score: Raw -2029878.574999 + Penalty 3227.181304 = -2026651.393696
  nChanged 72
		SP:Iteration 27Q (3864.090000 sec): 3 clusters
  Score: Raw -2029891.046669 + Penalty 3227.181304 = -2026663.865365
  nChanged 72
		SP:Iteration 28Q (3864.370000 sec): 3 clusters
  Score: Raw -2029903.512330 + Penalty 3227.181304 = -2026676.331026
  nChanged 53
		SP:Iteration 29Q (3864.610000 sec): 3 clusters
  Score: Raw -2029910.917772 + Penalty 3227.181304 = -2026683.736468
  nChanged 46
		SP:Iteration 30Q (3864.900000 sec): 3 clusters
  Score: Raw -2029918.841795 + Penalty 3227.181304 = -2026691.660492
  nChanged 51
		SP:Iteration 31Q (3865.120000 sec): 3 clusters
  Score: Raw -2029926.494401 + Penalty 3227.181304 = -2026699.313098
  nChanged 46
		SP:Iteration 32Q (3865.390000 sec): 3 clusters
  Score: Raw -2029932.917092 + Penalty 3227.181304 = -2026705.735789
  nChanged 35
		SP:Iteration 33Q (3865.690000 sec): 3 clusters
  Score: Raw -2029938.810029 + Penalty 3227.181304 = -2026711.628726
  nChanged 38
		SP:Iteration 34Q (3865.940000 sec): 3 clusters
  Score: Raw -2029943.441237 + Penalty 3227.181304 = -2026716.259934
  nChanged 29
		SP:Iteration 35Q (3866.210000 sec): 3 clusters
  Score: Raw -2029946.530865 + Penalty 3227.181304 = -2026719.349561
  nChanged 14
		SP:Iteration 36Q (3866.470000 sec): 3 clusters
  Score: Raw -2029948.195560 + Penalty 3227.181304 = -2026721.014256
  nChanged 10
		SP:Iteration 37Q (3866.770000 sec): 3 clusters
  Score: Raw -2029949.111347 + Penalty 3227.181304 = -2026721.930044
  nChanged 9
		SP:Iteration 38Q (3867.010000 sec): 3 clusters
  Score: Raw -2029949.974021 + Penalty 3227.181304 = -2026722.792717
  nChanged 4
		SP:Iteration 39Q (3867.270000 sec): 3 clusters
  Score: Raw -2029950.259962 + Penalty 3227.181304 = -2026723.078658
  nChanged 4
		SP:Iteration 40F (3867.600000 sec): 3 clusters
  Score: Raw -2029950.448916 + Penalty 3227.181304 = -2026723.267612
  nChanged 3
		SP:Iteration 41Q (3867.880000 sec): 3 clusters
  Score: Raw -2029950.768010 + Penalty 3227.181304 = -2026723.586707
  nChanged 4
		SP:Iteration 42Q (3868.130000 sec): 3 clusters
  Score: Raw -2029951.260433 + Penalty 3227.181304 = -2026724.079129
  nChanged 5
		SP:Iteration 43Q (3868.400000 sec): 3 clusters
  Score: Raw -2029951.784393 + Penalty 3227.181304 = -2026724.603089
  nChanged 6
		SP:Iteration 44Q (3868.680000 sec): 3 clusters
  Score: Raw -2029952.417434 + Penalty 3227.181304 = -2026725.236130
  nChanged 5
		SP:Iteration 45Q (3868.940000 sec): 3 clusters
  Score: Raw -2029952.796051 + Penalty 3227.181304 = -2026725.614747
  nChanged 4
		SP:Iteration 46Q (3869.200000 sec): 3 clusters
  Score: Raw -2029953.019549 + Penalty 3227.181304 = -2026725.838245
  nChanged 3
		SP:Iteration 47Q (3869.470000 sec): 3 clusters
  Score: Raw -2029953.177793 + Penalty 3227.181304 = -2026725.996490
  nChanged 1
		SP:Iteration 48Q (3869.690000 sec): 3 clusters
  Score: Raw -2029953.191452 + Penalty 3227.181304 = -2026726.010149
  nChanged 0
		SP:Iteration 49F (3869.960000 sec): 3 clusters
  Score: Raw -2029953.191452 + Penalty 3227.181304 = -2026726.010149
  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 9.11 GB.

 Trying to split cluster 10 (8769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.100000 sec): 2 clusters
  Score: Raw -902489.705149 + Penalty 1475.333934 = -901014.371215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.290000 sec): 3 clusters
  Score: Raw -897728.125079 + Penalty 2950.667867 = -894777.457211
  nChanged 3777
		SP:Iteration 1F (3870.510000 sec): 3 clusters
  Score: Raw -900724.508260 + Penalty 2950.667867 = -897773.840393
  nChanged 1082
		SP:Iteration 2F (3870.730000 sec): 3 clusters
  Score: Raw -902445.326569 + Penalty 2950.667867 = -899494.658702
  nChanged 999
		SP:Iteration 3F (3870.940000 sec): 3 clusters
  Score: Raw -903914.783592 + Penalty 2950.667867 = -900964.115724
  nChanged 686
		SP:Iteration 4F (3871.160000 sec): 3 clusters
  Score: Raw -904695.006476 + Penalty 2950.667867 = -901744.338609
  nChanged 486
		SP:Iteration 5F (3871.360000 sec): 3 clusters
  Score: Raw -905242.288977 + Penalty 2950.667867 = -902291.621110
  nChanged 363
		SP:Iteration 6Q (3871.550000 sec): 3 clusters
  Score: Raw -905732.485322 + Penalty 2950.667867 = -902781.817454
  nChanged 349
		SP:Iteration 7Q (3871.800000 sec): 3 clusters
  Score: Raw -906330.819543 + Penalty 2950.667867 = -903380.151675
  nChanged 331
		SP:Iteration 8Q (3871.980000 sec): 3 clusters
  Score: Raw -906989.413203 + Penalty 2950.667867 = -904038.745336
  nChanged 329
		SP:Iteration 9Q (3872.190000 sec): 3 clusters
  Score: Raw -907799.883673 + Penalty 2950.667867 = -904849.215806
  nChanged 278
		SP:Iteration 10Q (3872.360000 sec): 3 clusters
  Score: Raw -908502.511304 + Penalty 2950.667867 = -905551.843437
  nChanged 227
		SP:Iteration 11Q (3872.600000 sec): 3 clusters
  Score: Raw -909197.588120 + Penalty 2950.667867 = -906246.920252
  nChanged 143
		SP:Iteration 12Q (3872.760000 sec): 3 clusters
  Score: Raw -909553.731814 + Penalty 2950.667867 = -906603.063947
  nChanged 76
		SP:Iteration 13Q (3872.930000 sec): 3 clusters
  Score: Raw -909639.590554 + Penalty 2950.667867 = -906688.922686
  nChanged 31
		SP:Iteration 14Q (3873.130000 sec): 3 clusters
  Score: Raw -909656.894635 + Penalty 2950.667867 = -906706.226767
  nChanged 14
		SP:Iteration 15Q (3873.380000 sec): 3 clusters
  Score: Raw -909663.449158 + Penalty 2950.667867 = -906712.781290
  nChanged 5
		SP:Iteration 16Q (3873.560000 sec): 3 clusters
  Score: Raw -909666.160429 + Penalty 2950.667867 = -906715.492562
  nChanged 2
		SP:Iteration 17Q (3873.750000 sec): 3 clusters
  Score: Raw -909666.633300 + Penalty 2950.667867 = -906715.965433
  nChanged 1
		SP:Iteration 18Q (3873.960000 sec): 3 clusters
  Score: Raw -909666.797568 + Penalty 2950.667867 = -906716.129700
  nChanged 1
		SP:Iteration 19Q (3874.200000 sec): 3 clusters
  Score: Raw -909667.028200 + Penalty 2950.667867 = -906716.360333
  nChanged 2
		SP:Iteration 20F (3874.360000 sec): 3 clusters
  Score: Raw -909667.811357 + Penalty 2950.667867 = -906717.143490
  nChanged 2
		SP:Iteration 21Q (3874.560000 sec): 3 clusters
  Score: Raw -909668.680689 + Penalty 2950.667867 = -906718.012821
  nChanged 1
		SP:Iteration 22Q (3874.750000 sec): 3 clusters
  Score: Raw -909668.870456 + Penalty 2950.667867 = -906718.202588
  nChanged 0
		SP:Iteration 23F (3874.960000 sec): 3 clusters
  Score: Raw -909668.870456 + Penalty 2950.667867 = -906718.202588
  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 9.11 GB.

 Trying to split cluster 11 (10782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3875.130000 sec): 2 clusters
  Score: Raw -1157392.484839 + Penalty 1508.915420 = -1155883.569418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3875.320000 sec): 3 clusters
  Score: Raw -1151269.733910 + Penalty 3017.830841 = -1148251.903069
  nChanged 4734
		SP:Iteration 1F (3875.520000 sec): 3 clusters
  Score: Raw -1153997.570347 + Penalty 3017.830841 = -1150979.739506
  nChanged 738
		SP:Iteration 2F (3875.740000 sec): 3 clusters
  Score: Raw -1154395.954587 + Penalty 3017.830841 = -1151378.123747
  nChanged 660
		SP:Iteration 3F (3876.000000 sec): 3 clusters
  Score: Raw -1154772.202480 + Penalty 3017.830841 = -1151754.371640
  nChanged 613
		SP:Iteration 4F (3876.240000 sec): 3 clusters
  Score: Raw -1155131.893703 + Penalty 3017.830841 = -1152114.062862
  nChanged 584
		SP:Iteration 5F (3876.420000 sec): 3 clusters
  Score: Raw -1155490.457743 + Penalty 3017.830841 = -1152472.626903
  nChanged 568
		SP:Iteration 6F (3876.640000 sec): 3 clusters
  Score: Raw -1155855.418917 + Penalty 3017.830841 = -1152837.588076
  nChanged 565
		SP:Iteration 7F (3876.910000 sec): 3 clusters
  Score: Raw -1156172.826424 + Penalty 3017.830841 = -1153154.995583
  nChanged 476
		SP:Iteration 8Q (3877.140000 sec): 3 clusters
  Score: Raw -1156456.762023 + Penalty 3017.830841 = -1153438.931182
  nChanged 430
		SP:Iteration 9Q (3877.340000 sec): 3 clusters
  Score: Raw -1156707.943485 + Penalty 3017.830841 = -1153690.112645
  nChanged 396
		SP:Iteration 10Q (3877.560000 sec): 3 clusters
  Score: Raw -1156945.371896 + Penalty 3017.830841 = -1153927.541056
  nChanged 332
		SP:Iteration 11Q (3877.780000 sec): 3 clusters
  Score: Raw -1157160.651422 + Penalty 3017.830841 = -1154142.820581
  nChanged 348
		SP:Iteration 12Q (3877.980000 sec): 3 clusters
  Score: Raw -1157419.415535 + Penalty 3017.830841 = -1154401.584695
  nChanged 378
		SP:Iteration 13Q (3878.200000 sec): 3 clusters
  Score: Raw -1157729.723285 + Penalty 3017.830841 = -1154711.892444
  nChanged 397
		SP:Iteration 14Q (3878.410000 sec): 3 clusters
  Score: Raw -1158134.969929 + Penalty 3017.830841 = -1155117.139089
  nChanged 406
		SP:Iteration 15Q (3878.660000 sec): 3 clusters
  Score: Raw -1158624.936891 + Penalty 3017.830841 = -1155607.106051
  nChanged 382
		SP:Iteration 16Q (3878.870000 sec): 3 clusters
  Score: Raw -1159035.049897 + Penalty 3017.830841 = -1156017.219056
  nChanged 253
		SP:Iteration 17Q (3879.120000 sec): 3 clusters
  Score: Raw -1159282.601358 + Penalty 3017.830841 = -1156264.770518
  nChanged 180
		SP:Iteration 18Q (3879.320000 sec): 3 clusters
  Score: Raw -1159461.973702 + Penalty 3017.830841 = -1156444.142861
  nChanged 112
		SP:Iteration 19Q (3879.570000 sec): 3 clusters
  Score: Raw -1159541.725088 + Penalty 3017.830841 = -1156523.894247
  nChanged 64
		SP:Iteration 20F (3879.780000 sec): 3 clusters
  Score: Raw -1159589.487863 + Penalty 3017.830841 = -1156571.657023
  nChanged 53
		SP:Iteration 21Q (3880.010000 sec): 3 clusters
  Score: Raw -1159617.461952 + Penalty 3017.830841 = -1156599.631112
  nChanged 31
		SP:Iteration 22Q (3880.270000 sec): 3 clusters
  Score: Raw -1159626.680416 + Penalty 3017.830841 = -1156608.849575
  nChanged 26
		SP:Iteration 23Q (3880.490000 sec): 3 clusters
  Score: Raw -1159633.529257 + Penalty 3017.830841 = -1156615.698417
  nChanged 19
		SP:Iteration 24Q (3880.680000 sec): 3 clusters
  Score: Raw -1159637.279170 + Penalty 3017.830841 = -1156619.448329
  nChanged 14
		SP:Iteration 25Q (3880.930000 sec): 3 clusters
  Score: Raw -1159639.281868 + Penalty 3017.830841 = -1156621.451027
  nChanged 10
		SP:Iteration 26Q (3881.110000 sec): 3 clusters
  Score: Raw -1159640.857347 + Penalty 3017.830841 = -1156623.026506
  nChanged 11
		SP:Iteration 27Q (3881.310000 sec): 3 clusters
  Score: Raw -1159642.107877 + Penalty 3017.830841 = -1156624.277037
  nChanged 5
		SP:Iteration 28Q (3881.550000 sec): 3 clusters
  Score: Raw -1159643.059802 + Penalty 3017.830841 = -1156625.228961
  nChanged 3
		SP:Iteration 29Q (3881.750000 sec): 3 clusters
  Score: Raw -1159643.454636 + Penalty 3017.830841 = -1156625.623795
  nChanged 4
		SP:Iteration 30Q (3881.940000 sec): 3 clusters
  Score: Raw -1159643.806593 + Penalty 3017.830841 = -1156625.975752
  nChanged 5
		SP:Iteration 31Q (3882.190000 sec): 3 clusters
  Score: Raw -1159644.089225 + Penalty 3017.830841 = -1156626.258385
  nChanged 2
		SP:Iteration 32Q (3882.400000 sec): 3 clusters
  Score: Raw -1159644.218806 + Penalty 3017.830841 = -1156626.387966
  nChanged 1
		SP:Iteration 33Q (3882.620000 sec): 3 clusters
  Score: Raw -1159644.281931 + Penalty 3017.830841 = -1156626.451090
  nChanged 2
		SP:Iteration 34Q (3882.790000 sec): 3 clusters
  Score: Raw -1159644.372684 + Penalty 3017.830841 = -1156626.541843
  nChanged 2
		SP:Iteration 35Q (3882.990000 sec): 3 clusters
  Score: Raw -1159644.608956 + Penalty 3017.830841 = -1156626.778116
  nChanged 1
		SP:Iteration 36Q (3883.210000 sec): 3 clusters
  Score: Raw -1159644.703717 + Penalty 3017.830841 = -1156626.872876
  nChanged 1
		SP:Iteration 37Q (3883.420000 sec): 3 clusters
  Score: Raw -1159644.741898 + Penalty 3017.830841 = -1156626.911058
  nChanged 0
		SP:Iteration 38F (3883.650000 sec): 3 clusters
  Score: Raw -1159644.741898 + Penalty 3017.830841 = -1156626.911058
  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 9.11 GB.

 Trying to split cluster 12 (10569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.790000 sec): 2 clusters
  Score: Raw -1005428.161306 + Penalty 1505.673076 = -1003922.488230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3884.020000 sec): 3 clusters
  Score: Raw -999496.202400 + Penalty 3011.346152 = -996484.856248
  nChanged 4605
		SP:Iteration 1F (3884.220000 sec): 3 clusters
  Score: Raw -1003288.559578 + Penalty 3011.346152 = -1000277.213426
  nChanged 1184
		SP:Iteration 2F (3884.420000 sec): 3 clusters
  Score: Raw -1004502.029644 + Penalty 3011.346152 = -1001490.683492
  nChanged 1012
		SP:Iteration 3F (3884.640000 sec): 3 clusters
  Score: Raw -1005498.784845 + Penalty 3011.346152 = -1002487.438693
  nChanged 798
		SP:Iteration 4F (3884.810000 sec): 3 clusters
  Score: Raw -1006178.564813 + Penalty 3011.346152 = -1003167.218661
  nChanged 602
		SP:Iteration 5F (3885.020000 sec): 3 clusters
  Score: Raw -1006632.433176 + Penalty 3011.346152 = -1003621.087024
  nChanged 447
		SP:Iteration 6Q (3885.250000 sec): 3 clusters
  Score: Raw -1006927.819854 + Penalty 3011.346152 = -1003916.473703
  nChanged 323
		SP:Iteration 7Q (3885.460000 sec): 3 clusters
  Score: Raw -1007121.809260 + Penalty 3011.346152 = -1004110.463108
  nChanged 252
		SP:Iteration 8Q (3885.660000 sec): 3 clusters
  Score: Raw -1007238.101153 + Penalty 3011.346152 = -1004226.755001
  nChanged 181
		SP:Iteration 9Q (3885.910000 sec): 3 clusters
  Score: Raw -1007313.705641 + Penalty 3011.346152 = -1004302.359490
  nChanged 170
		SP:Iteration 10Q (3886.140000 sec): 3 clusters
  Score: Raw -1007370.220122 + Penalty 3011.346152 = -1004358.873971
  nChanged 123
		SP:Iteration 11Q (3886.380000 sec): 3 clusters
  Score: Raw -1007409.272585 + Penalty 3011.346152 = -1004397.926433
  nChanged 107
		SP:Iteration 12Q (3886.560000 sec): 3 clusters
  Score: Raw -1007453.883265 + Penalty 3011.346152 = -1004442.537114
  nChanged 129
		SP:Iteration 13Q (3886.800000 sec): 3 clusters
  Score: Raw -1007504.598840 + Penalty 3011.346152 = -1004493.252688
  nChanged 120
		SP:Iteration 14Q (3886.990000 sec): 3 clusters
  Score: Raw -1007541.682106 + Penalty 3011.346152 = -1004530.335955
  nChanged 102
		SP:Iteration 15Q (3887.190000 sec): 3 clusters
  Score: Raw -1007575.993250 + Penalty 3011.346152 = -1004564.647098
  nChanged 111
		SP:Iteration 16Q (3887.410000 sec): 3 clusters
  Score: Raw -1007613.216821 + Penalty 3011.346152 = -1004601.870669
  nChanged 103
		SP:Iteration 17Q (3887.610000 sec): 3 clusters
  Score: Raw -1007638.909957 + Penalty 3011.346152 = -1004627.563805
  nChanged 83
		SP:Iteration 18Q (3887.780000 sec): 3 clusters
  Score: Raw -1007663.333682 + Penalty 3011.346152 = -1004651.987530
  nChanged 75
		SP:Iteration 19Q (3887.960000 sec): 3 clusters
  Score: Raw -1007687.277577 + Penalty 3011.346152 = -1004675.931425
  nChanged 81
		SP:Iteration 20F (3888.210000 sec): 3 clusters
  Score: Raw -1007734.103489 + Penalty 3011.346152 = -1004722.757338
  nChanged 114
		SP:Iteration 21Q (3888.360000 sec): 3 clusters
  Score: Raw -1007786.210029 + Penalty 3011.346152 = -1004774.863878
  nChanged 137
		SP:Iteration 22Q (3888.560000 sec): 3 clusters
  Score: Raw -1007832.038747 + Penalty 3011.346152 = -1004820.692595
  nChanged 100
		SP:Iteration 23Q (3888.780000 sec): 3 clusters
  Score: Raw -1007875.841642 + Penalty 3011.346152 = -1004864.495490
  nChanged 95
		SP:Iteration 24Q (3888.990000 sec): 3 clusters
  Score: Raw -1007917.112342 + Penalty 3011.346152 = -1004905.766190
  nChanged 82
		SP:Iteration 25Q (3889.220000 sec): 3 clusters
  Score: Raw -1007947.198263 + Penalty 3011.346152 = -1004935.852112
  nChanged 86
		SP:Iteration 26Q (3889.400000 sec): 3 clusters
  Score: Raw -1007971.396411 + Penalty 3011.346152 = -1004960.050259
  nChanged 80
		SP:Iteration 27Q (3889.650000 sec): 3 clusters
  Score: Raw -1007994.871327 + Penalty 3011.346152 = -1004983.525175
  nChanged 62
		SP:Iteration 28Q (3889.860000 sec): 3 clusters
  Score: Raw -1008013.654892 + Penalty 3011.346152 = -1005002.308740
  nChanged 65
		SP:Iteration 29Q (3890.110000 sec): 3 clusters
  Score: Raw -1008032.169231 + Penalty 3011.346152 = -1005020.823080
  nChanged 66
		SP:Iteration 30Q (3890.290000 sec): 3 clusters
  Score: Raw -1008047.165007 + Penalty 3011.346152 = -1005035.818855
  nChanged 55
		SP:Iteration 31Q (3890.520000 sec): 3 clusters
  Score: Raw -1008063.091238 + Penalty 3011.346152 = -1005051.745087
  nChanged 71
		SP:Iteration 32Q (3890.720000 sec): 3 clusters
  Score: Raw -1008077.289587 + Penalty 3011.346152 = -1005065.943435
  nChanged 61
		SP:Iteration 33Q (3890.940000 sec): 3 clusters
  Score: Raw -1008089.236141 + Penalty 3011.346152 = -1005077.889989
  nChanged 60
		SP:Iteration 34Q (3891.160000 sec): 3 clusters
  Score: Raw -1008102.190128 + Penalty 3011.346152 = -1005090.843976
  nChanged 53
		SP:Iteration 35Q (3891.380000 sec): 3 clusters
  Score: Raw -1008119.634221 + Penalty 3011.346152 = -1005108.288069
  nChanged 60
		SP:Iteration 36Q (3891.560000 sec): 3 clusters
  Score: Raw -1008141.422630 + Penalty 3011.346152 = -1005130.076479
  nChanged 62
		SP:Iteration 37Q (3891.770000 sec): 3 clusters
  Score: Raw -1008166.740976 + Penalty 3011.346152 = -1005155.394824
  nChanged 74
		SP:Iteration 38Q (3891.980000 sec): 3 clusters
  Score: Raw -1008204.699976 + Penalty 3011.346152 = -1005193.353824
  nChanged 85
		SP:Iteration 39Q (3892.190000 sec): 3 clusters
  Score: Raw -1008251.938098 + Penalty 3011.346152 = -1005240.591946
  nChanged 92
		SP:Iteration 40F (3892.420000 sec): 3 clusters
  Score: Raw -1008388.420568 + Penalty 3011.346152 = -1005377.074416
  nChanged 104
		SP:Iteration 41Q (3892.650000 sec): 3 clusters
  Score: Raw -1008501.804265 + Penalty 3011.346152 = -1005490.458114
  nChanged 122
		SP:Iteration 42Q (3892.840000 sec): 3 clusters
  Score: Raw -1008558.911728 + Penalty 3011.346152 = -1005547.565576
  nChanged 98
		SP:Iteration 43Q (3893.110000 sec): 3 clusters
  Score: Raw -1008592.109992 + Penalty 3011.346152 = -1005580.763840
  nChanged 74
		SP:Iteration 44Q (3893.300000 sec): 3 clusters
  Score: Raw -1008608.240856 + Penalty 3011.346152 = -1005596.894704
  nChanged 64
		SP:Iteration 45Q (3893.540000 sec): 3 clusters
  Score: Raw -1008617.882004 + Penalty 3011.346152 = -1005606.535852
  nChanged 38
		SP:Iteration 46Q (3893.770000 sec): 3 clusters
  Score: Raw -1008624.193815 + Penalty 3011.346152 = -1005612.847663
  nChanged 29
		SP:Iteration 47Q (3894.000000 sec): 3 clusters
  Score: Raw -1008627.925376 + Penalty 3011.346152 = -1005616.579224
  nChanged 19
		SP:Iteration 48Q (3894.250000 sec): 3 clusters
  Score: Raw -1008630.256689 + Penalty 3011.346152 = -1005618.910537
  nChanged 19
		SP:Iteration 49Q (3894.430000 sec): 3 clusters
  Score: Raw -1008632.846707 + Penalty 3011.346152 = -1005621.500555
  nChanged 23
		SP:Iteration 50Q (3894.630000 sec): 3 clusters
  Score: Raw -1008635.782252 + Penalty 3011.346152 = -1005624.436100
  nChanged 18
		SP:Iteration 51Q (3894.820000 sec): 3 clusters
  Score: Raw -1008637.857789 + Penalty 3011.346152 = -1005626.511637
  nChanged 10
		SP:Iteration 52Q (3895.040000 sec): 3 clusters
  Score: Raw -1008639.230338 + Penalty 3011.346152 = -1005627.884186
  nChanged 15
		SP:Iteration 53Q (3895.270000 sec): 3 clusters
  Score: Raw -1008640.771931 + Penalty 3011.346152 = -1005629.425780
  nChanged 11
		SP:Iteration 54Q (3895.500000 sec): 3 clusters
  Score: Raw -1008641.876727 + Penalty 3011.346152 = -1005630.530575
  nChanged 4
		SP:Iteration 55Q (3895.730000 sec): 3 clusters
  Score: Raw -1008642.540126 + Penalty 3011.346152 = -1005631.193974
  nChanged 3
		SP:Iteration 56Q (3895.950000 sec): 3 clusters
  Score: Raw -1008642.752820 + Penalty 3011.346152 = -1005631.406669
  nChanged 5
		SP:Iteration 57Q (3896.170000 sec): 3 clusters
  Score: Raw -1008643.176865 + Penalty 3011.346152 = -1005631.830714
  nChanged 4
		SP:Iteration 58Q (3896.370000 sec): 3 clusters
  Score: Raw -1008643.591756 + Penalty 3011.346152 = -1005632.245604
  nChanged 4
		SP:Iteration 59Q (3896.600000 sec): 3 clusters
  Score: Raw -1008643.955424 + Penalty 3011.346152 = -1005632.609272
  nChanged 6
		SP:Iteration 60F (3896.830000 sec): 3 clusters
  Score: Raw -1008644.308884 + Penalty 3011.346152 = -1005632.962732
  nChanged 2
		SP:Iteration 61Q (3897.000000 sec): 3 clusters
  Score: Raw -1008644.444232 + Penalty 3011.346152 = -1005633.098081
  nChanged 0
		SP:Iteration 62F (3897.210000 sec): 3 clusters
  Score: Raw -1008644.444232 + Penalty 3011.346152 = -1005633.098081
  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 9.11 GB.

 Trying to split cluster 13 (5721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3897.350000 sec): 2 clusters
  Score: Raw -607369.495449 + Penalty 1405.933570 = -605963.561878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3897.590000 sec): 3 clusters
  Score: Raw -604372.335061 + Penalty 2811.867141 = -601560.467920
  nChanged 2337
		SP:Iteration 1F (3897.720000 sec): 3 clusters
  Score: Raw -605599.375280 + Penalty 2811.867141 = -602787.508139
  nChanged 416
		SP:Iteration 2F (3897.940000 sec): 3 clusters
  Score: Raw -605803.846419 + Penalty 2811.867141 = -602991.979278
  nChanged 282
		SP:Iteration 3Q (3898.110000 sec): 3 clusters
  Score: Raw -605940.352243 + Penalty 2811.867141 = -603128.485102
  nChanged 224
		SP:Iteration 4Q (3898.350000 sec): 3 clusters
  Score: Raw -606037.357612 + Penalty 2811.867141 = -603225.490471
  nChanged 187
		SP:Iteration 5Q (3898.490000 sec): 3 clusters
  Score: Raw -606121.954097 + Penalty 2811.867141 = -603310.086956
  nChanged 169
		SP:Iteration 6Q (3898.680000 sec): 3 clusters
  Score: Raw -606194.677467 + Penalty 2811.867141 = -603382.810326
  nChanged 145
		SP:Iteration 7Q (3898.870000 sec): 3 clusters
  Score: Raw -606254.577443 + Penalty 2811.867141 = -603442.710302
  nChanged 132
		SP:Iteration 8Q (3899.070000 sec): 3 clusters
  Score: Raw -606308.445721 + Penalty 2811.867141 = -603496.578581
  nChanged 149
		SP:Iteration 9Q (3899.290000 sec): 3 clusters
  Score: Raw -606383.941726 + Penalty 2811.867141 = -603572.074585
  nChanged 163
		SP:Iteration 10Q (3899.510000 sec): 3 clusters
  Score: Raw -606469.483688 + Penalty 2811.867141 = -603657.616547
  nChanged 193
		SP:Iteration 11Q (3899.670000 sec): 3 clusters
  Score: Raw -606576.304789 + Penalty 2811.867141 = -603764.437648
  nChanged 181
		SP:Iteration 12Q (3899.910000 sec): 3 clusters
  Score: Raw -606670.946053 + Penalty 2811.867141 = -603859.078912
  nChanged 199
		SP:Iteration 13Q (3900.090000 sec): 3 clusters
  Score: Raw -606784.865566 + Penalty 2811.867141 = -603972.998425
  nChanged 183
		SP:Iteration 14Q (3900.250000 sec): 3 clusters
  Score: Raw -606900.833127 + Penalty 2811.867141 = -604088.965987
  nChanged 176
		SP:Iteration 15Q (3900.440000 sec): 3 clusters
  Score: Raw -607010.712776 + Penalty 2811.867141 = -604198.845636
  nChanged 174
		SP:Iteration 16Q (3900.640000 sec): 3 clusters
  Score: Raw -607138.857508 + Penalty 2811.867141 = -604326.990368
  nChanged 158
		SP:Iteration 17Q (3900.820000 sec): 3 clusters
  Score: Raw -607275.394013 + Penalty 2811.867141 = -604463.526872
  nChanged 138
		SP:Iteration 18Q (3901.050000 sec): 3 clusters
  Score: Raw -607393.970197 + Penalty 2811.867141 = -604582.103057
  nChanged 97
		SP:Iteration 19Q (3901.270000 sec): 3 clusters
  Score: Raw -607464.174821 + Penalty 2811.867141 = -604652.307680
  nChanged 69
		SP:Iteration 20F (3901.460000 sec): 3 clusters
  Score: Raw -607524.798757 + Penalty 2811.867141 = -604712.931616
  nChanged 67
		SP:Iteration 21Q (3901.640000 sec): 3 clusters
  Score: Raw -607598.492566 + Penalty 2811.867141 = -604786.625425
  nChanged 58
		SP:Iteration 22Q (3901.820000 sec): 3 clusters
  Score: Raw -607644.723137 + Penalty 2811.867141 = -604832.855997
  nChanged 43
		SP:Iteration 23Q (3902.060000 sec): 3 clusters
  Score: Raw -607675.147278 + Penalty 2811.867141 = -604863.280137
  nChanged 20
		SP:Iteration 24Q (3902.250000 sec): 3 clusters
  Score: Raw -607695.782006 + Penalty 2811.867141 = -604883.914865
  nChanged 26
		SP:Iteration 25Q (3902.420000 sec): 3 clusters
  Score: Raw -607717.886782 + Penalty 2811.867141 = -604906.019641
  nChanged 19
		SP:Iteration 26Q (3902.620000 sec): 3 clusters
  Score: Raw -607733.646037 + Penalty 2811.867141 = -604921.778897
  nChanged 9
		SP:Iteration 27Q (3902.780000 sec): 3 clusters
  Score: Raw -607740.399940 + Penalty 2811.867141 = -604928.532799
  nChanged 11
		SP:Iteration 28Q (3903.040000 sec): 3 clusters
  Score: Raw -607751.628199 + Penalty 2811.867141 = -604939.761058
  nChanged 11
		SP:Iteration 29Q (3903.230000 sec): 3 clusters
  Score: Raw -607764.161037 + Penalty 2811.867141 = -604952.293896
  nChanged 13
		SP:Iteration 30Q (3903.440000 sec): 3 clusters
  Score: Raw -607775.636505 + Penalty 2811.867141 = -604963.769365
  nChanged 16
		SP:Iteration 31Q (3903.590000 sec): 3 clusters
  Score: Raw -607787.212828 + Penalty 2811.867141 = -604975.345688
  nChanged 12
		SP:Iteration 32Q (3903.810000 sec): 3 clusters
  Score: Raw -607795.322226 + Penalty 2811.867141 = -604983.455085
  nChanged 9
		SP:Iteration 33Q (3903.980000 sec): 3 clusters
  Score: Raw -607800.390577 + Penalty 2811.867141 = -604988.523436
  nChanged 8
		SP:Iteration 34Q (3904.220000 sec): 3 clusters
  Score: Raw -607804.524630 + Penalty 2811.867141 = -604992.657489
  nChanged 5
		SP:Iteration 35Q (3904.420000 sec): 3 clusters
  Score: Raw -607807.821312 + Penalty 2811.867141 = -604995.954172
  nChanged 5
		SP:Iteration 36Q (3904.620000 sec): 3 clusters
  Score: Raw -607812.606171 + Penalty 2811.867141 = -605000.739031
  nChanged 4
		SP:Iteration 37Q (3904.800000 sec): 3 clusters
  Score: Raw -607814.757539 + Penalty 2811.867141 = -605002.890398
  nChanged 2
		SP:Iteration 38Q (3904.970000 sec): 3 clusters
  Score: Raw -607816.133858 + Penalty 2811.867141 = -605004.266718
  nChanged 3
		SP:Iteration 39Q (3905.150000 sec): 3 clusters
  Score: Raw -607818.016108 + Penalty 2811.867141 = -605006.148968
  nChanged 2
		SP:Iteration 40F (3905.380000 sec): 3 clusters
  Score: Raw -607818.828764 + Penalty 2811.867141 = -605006.961624
  nChanged 2
		SP:Iteration 41Q (3905.540000 sec): 3 clusters
  Score: Raw -607820.251457 + Penalty 2811.867141 = -605008.384316
  nChanged 1
		SP:Iteration 42Q (3905.740000 sec): 3 clusters
  Score: Raw -607820.506653 + Penalty 2811.867141 = -605008.639513
  nChanged 0
		SP:Iteration 43F (3905.920000 sec): 3 clusters
  Score: Raw -607820.506653 + Penalty 2811.867141 = -605008.639513
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (4251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3906.020000 sec): 2 clusters
  Score: Raw -404134.556063 + Penalty 1357.672798 = -402776.883265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3906.180000 sec): 3 clusters
  Score: Raw -402658.568003 + Penalty 2715.345597 = -399943.222407
  nChanged 1797
		SP:Iteration 1F (3906.390000 sec): 3 clusters
  Score: Raw -408881.895280 + Penalty 2715.345597 = -406166.549683
  nChanged 915
		SP:Iteration 2F (3906.510000 sec): 3 clusters
  Score: Raw -414720.150645 + Penalty 2715.345597 = -412004.805048
  nChanged 389
		SP:Iteration 3F (3906.680000 sec): 3 clusters
  Score: Raw -417133.727165 + Penalty 2715.345597 = -414418.381569
  nChanged 129
		SP:Iteration 4Q (3906.880000 sec): 3 clusters
  Score: Raw -417584.703977 + Penalty 2715.345597 = -414869.358380
  nChanged 90
		SP:Iteration 5Q (3907.080000 sec): 3 clusters
  Score: Raw -418298.900736 + Penalty 2715.345597 = -415583.555139
  nChanged 53
		SP:Iteration 6Q (3907.250000 sec): 3 clusters
  Score: Raw -419306.992778 + Penalty 2715.345597 = -416591.647182
  nChanged 15
		SP:Iteration 7Q (3907.430000 sec): 3 clusters
  Score: Raw -419991.641039 + Penalty 2715.345597 = -417276.295442
  nChanged 14
		SP:Iteration 8Q (3907.620000 sec): 3 clusters
  Score: Raw -420231.669097 + Penalty 2715.345597 = -417516.323500
  nChanged 3
		SP:Iteration 9Q (3907.820000 sec): 3 clusters
  Score: Raw -420236.164723 + Penalty 2715.345597 = -417520.819126
  nChanged 0
		SP:Iteration 10F (3908.020000 sec): 3 clusters
  Score: Raw -420236.164723 + Penalty 2715.345597 = -417520.819126
  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 9.11 GB.

 Trying to split cluster 15 (5522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3908.110000 sec): 2 clusters
  Score: Raw -604741.486497 + Penalty 1400.180501 = -603341.305995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3908.340000 sec): 3 clusters
  Score: Raw -601795.289695 + Penalty 2800.361003 = -598994.928692
  nChanged 2291
		SP:Iteration 1F (3908.540000 sec): 3 clusters
  Score: Raw -603206.990013 + Penalty 2800.361003 = -600406.629011
  nChanged 474
		SP:Iteration 2F (3908.720000 sec): 3 clusters
  Score: Raw -603632.949021 + Penalty 2800.361003 = -600832.588018
  nChanged 450
		SP:Iteration 3F (3908.910000 sec): 3 clusters
  Score: Raw -604318.113811 + Penalty 2800.361003 = -601517.752809
  nChanged 525
		SP:Iteration 4F (3909.070000 sec): 3 clusters
  Score: Raw -605260.196333 + Penalty 2800.361003 = -602459.835330
  nChanged 505
		SP:Iteration 5F (3909.300000 sec): 3 clusters
  Score: Raw -605849.886056 + Penalty 2800.361003 = -603049.525053
  nChanged 364
		SP:Iteration 6F (3909.460000 sec): 3 clusters
  Score: Raw -606230.212824 + Penalty 2800.361003 = -603429.851821
  nChanged 234
		SP:Iteration 7Q (3909.690000 sec): 3 clusters
  Score: Raw -606473.873753 + Penalty 2800.361003 = -603673.512750
  nChanged 158
		SP:Iteration 8Q (3909.880000 sec): 3 clusters
  Score: Raw -606624.978586 + Penalty 2800.361003 = -603824.617583
  nChanged 98
		SP:Iteration 9Q (3910.080000 sec): 3 clusters
  Score: Raw -606716.773657 + Penalty 2800.361003 = -603916.412655
  nChanged 71
		SP:Iteration 10Q (3910.280000 sec): 3 clusters
  Score: Raw -606776.317583 + Penalty 2800.361003 = -603975.956581
  nChanged 57
		SP:Iteration 11Q (3910.450000 sec): 3 clusters
  Score: Raw -606819.833038 + Penalty 2800.361003 = -604019.472035
  nChanged 37
		SP:Iteration 12Q (3910.630000 sec): 3 clusters
  Score: Raw -606852.509106 + Penalty 2800.361003 = -604052.148103
  nChanged 42
		SP:Iteration 13Q (3910.800000 sec): 3 clusters
  Score: Raw -606889.961331 + Penalty 2800.361003 = -604089.600329
  nChanged 37
		SP:Iteration 14Q (3911.010000 sec): 3 clusters
  Score: Raw -606926.364271 + Penalty 2800.361003 = -604126.003269
  nChanged 45
		SP:Iteration 15Q (3911.230000 sec): 3 clusters
  Score: Raw -606989.234435 + Penalty 2800.361003 = -604188.873432
  nChanged 35
		SP:Iteration 16Q (3911.420000 sec): 3 clusters
  Score: Raw -607048.879004 + Penalty 2800.361003 = -604248.518002
  nChanged 32
		SP:Iteration 17Q (3911.610000 sec): 3 clusters
  Score: Raw -607094.142497 + Penalty 2800.361003 = -604293.781495
  nChanged 16
		SP:Iteration 18Q (3911.860000 sec): 3 clusters
  Score: Raw -607105.117316 + Penalty 2800.361003 = -604304.756314
  nChanged 9
		SP:Iteration 19Q (3912.020000 sec): 3 clusters
  Score: Raw -607110.142399 + Penalty 2800.361003 = -604309.781397
  nChanged 4
		SP:Iteration 20F (3912.260000 sec): 3 clusters
  Score: Raw -607111.844891 + Penalty 2800.361003 = -604311.483889
  nChanged 2
		SP:Iteration 21Q (3912.450000 sec): 3 clusters
  Score: Raw -607112.236601 + Penalty 2800.361003 = -604311.875599
  nChanged 0
		SP:Iteration 22F (3912.660000 sec): 3 clusters
  Score: Raw -607112.236601 + Penalty 2800.361003 = -604311.875599
  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 9.11 GB.

 Trying to split cluster 16 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3912.780000 sec): 2 clusters
  Score: Raw -1052131.586863 + Penalty 1490.249734 = -1050641.337128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3913.000000 sec): 3 clusters
  Score: Raw -1046699.609917 + Penalty 2980.499469 = -1043719.110448
  nChanged 4256
		SP:Iteration 1F (3913.220000 sec): 3 clusters
  Score: Raw -1049101.428208 + Penalty 2980.499469 = -1046120.928739
  nChanged 736
		SP:Iteration 2F (3913.420000 sec): 3 clusters
  Score: Raw -1049596.797989 + Penalty 2980.499469 = -1046616.298520
  nChanged 732
		SP:Iteration 3F (3913.660000 sec): 3 clusters
  Score: Raw -1050136.574306 + Penalty 2980.499469 = -1047156.074837
  nChanged 693
		SP:Iteration 4F (3913.870000 sec): 3 clusters
  Score: Raw -1050627.362118 + Penalty 2980.499469 = -1047646.862649
  nChanged 608
		SP:Iteration 5F (3914.070000 sec): 3 clusters
  Score: Raw -1051067.935317 + Penalty 2980.499469 = -1048087.435848
  nChanged 510
		SP:Iteration 6F (3914.240000 sec): 3 clusters
  Score: Raw -1051379.942986 + Penalty 2980.499469 = -1048399.443517
  nChanged 394
		SP:Iteration 7Q (3914.450000 sec): 3 clusters
  Score: Raw -1051593.285129 + Penalty 2980.499469 = -1048612.785660
  nChanged 317
		SP:Iteration 8Q (3914.660000 sec): 3 clusters
  Score: Raw -1051732.721371 + Penalty 2980.499469 = -1048752.221902
  nChanged 197
		SP:Iteration 9Q (3914.860000 sec): 3 clusters
  Score: Raw -1051806.768063 + Penalty 2980.499469 = -1048826.268594
  nChanged 146
		SP:Iteration 10Q (3915.120000 sec): 3 clusters
  Score: Raw -1051859.625384 + Penalty 2980.499469 = -1048879.125915
  nChanged 126
		SP:Iteration 11Q (3915.330000 sec): 3 clusters
  Score: Raw -1051899.761517 + Penalty 2980.499469 = -1048919.262048
  nChanged 93
		SP:Iteration 12Q (3915.520000 sec): 3 clusters
  Score: Raw -1051925.319661 + Penalty 2980.499469 = -1048944.820192
  nChanged 80
		SP:Iteration 13Q (3915.760000 sec): 3 clusters
  Score: Raw -1051950.721004 + Penalty 2980.499469 = -1048970.221535
  nChanged 63
		SP:Iteration 14Q (3915.940000 sec): 3 clusters
  Score: Raw -1051969.991456 + Penalty 2980.499469 = -1048989.491987
  nChanged 66
		SP:Iteration 15Q (3916.160000 sec): 3 clusters
  Score: Raw -1051991.364372 + Penalty 2980.499469 = -1049010.864903
  nChanged 59
		SP:Iteration 16Q (3916.390000 sec): 3 clusters
  Score: Raw -1052007.857213 + Penalty 2980.499469 = -1049027.357744
  nChanged 73
		SP:Iteration 17Q (3916.580000 sec): 3 clusters
  Score: Raw -1052029.522330 + Penalty 2980.499469 = -1049049.022861
  nChanged 53
		SP:Iteration 18Q (3916.800000 sec): 3 clusters
  Score: Raw -1052044.083288 + Penalty 2980.499469 = -1049063.583819
  nChanged 45
		SP:Iteration 19Q (3917.000000 sec): 3 clusters
  Score: Raw -1052058.107229 + Penalty 2980.499469 = -1049077.607760
  nChanged 46
		SP:Iteration 20F (3917.250000 sec): 3 clusters
  Score: Raw -1052074.619302 + Penalty 2980.499469 = -1049094.119833
  nChanged 53
		SP:Iteration 21Q (3917.500000 sec): 3 clusters
  Score: Raw -1052094.256316 + Penalty 2980.499469 = -1049113.756847
  nChanged 61
		SP:Iteration 22Q (3917.680000 sec): 3 clusters
  Score: Raw -1052116.370253 + Penalty 2980.499469 = -1049135.870784
  nChanged 59
		SP:Iteration 23Q (3917.900000 sec): 3 clusters
  Score: Raw -1052139.949977 + Penalty 2980.499469 = -1049159.450508
  nChanged 55
		SP:Iteration 24Q (3918.050000 sec): 3 clusters
  Score: Raw -1052160.823848 + Penalty 2980.499469 = -1049180.324379
  nChanged 54
		SP:Iteration 25Q (3918.260000 sec): 3 clusters
  Score: Raw -1052179.963596 + Penalty 2980.499469 = -1049199.464127
  nChanged 45
		SP:Iteration 26Q (3918.500000 sec): 3 clusters
  Score: Raw -1052198.700486 + Penalty 2980.499469 = -1049218.201017
  nChanged 39
		SP:Iteration 27Q (3918.720000 sec): 3 clusters
  Score: Raw -1052211.848861 + Penalty 2980.499469 = -1049231.349392
  nChanged 29
		SP:Iteration 28Q (3918.930000 sec): 3 clusters
  Score: Raw -1052223.837814 + Penalty 2980.499469 = -1049243.338345
  nChanged 28
		SP:Iteration 29Q (3919.140000 sec): 3 clusters
  Score: Raw -1052233.081882 + Penalty 2980.499469 = -1049252.582413
  nChanged 16
		SP:Iteration 30Q (3919.340000 sec): 3 clusters
  Score: Raw -1052237.804953 + Penalty 2980.499469 = -1049257.305484
  nChanged 12
		SP:Iteration 31Q (3919.540000 sec): 3 clusters
  Score: Raw -1052240.861693 + Penalty 2980.499469 = -1049260.362224
  nChanged 12
		SP:Iteration 32Q (3919.780000 sec): 3 clusters
  Score: Raw -1052243.390753 + Penalty 2980.499469 = -1049262.891284
  nChanged 8
		SP:Iteration 33Q (3919.960000 sec): 3 clusters
  Score: Raw -1052245.305877 + Penalty 2980.499469 = -1049264.806408
  nChanged 4
		SP:Iteration 34Q (3920.170000 sec): 3 clusters
  Score: Raw -1052246.345410 + Penalty 2980.499469 = -1049265.845941
  nChanged 6
		SP:Iteration 35Q (3920.380000 sec): 3 clusters
  Score: Raw -1052247.936305 + Penalty 2980.499469 = -1049267.436836
  nChanged 5
		SP:Iteration 36Q (3920.630000 sec): 3 clusters
  Score: Raw -1052249.286324 + Penalty 2980.499469 = -1049268.786855
  nChanged 8
		SP:Iteration 37Q (3920.830000 sec): 3 clusters
  Score: Raw -1052250.615269 + Penalty 2980.499469 = -1049270.115800
  nChanged 3
		SP:Iteration 38Q (3921.040000 sec): 3 clusters
  Score: Raw -1052251.997137 + Penalty 2980.499469 = -1049271.497668
  nChanged 5
		SP:Iteration 39Q (3921.290000 sec): 3 clusters
  Score: Raw -1052253.118100 + Penalty 2980.499469 = -1049272.618631
  nChanged 2
		SP:Iteration 40F (3921.500000 sec): 3 clusters
  Score: Raw -1052253.919549 + Penalty 2980.499469 = -1049273.420080
  nChanged 3
		SP:Iteration 41Q (3921.700000 sec): 3 clusters
  Score: Raw -1052254.972437 + Penalty 2980.499469 = -1049274.472968
  nChanged 4
		SP:Iteration 42Q (3921.910000 sec): 3 clusters
  Score: Raw -1052256.565072 + Penalty 2980.499469 = -1049276.065603
  nChanged 3
		SP:Iteration 43Q (3922.130000 sec): 3 clusters
  Score: Raw -1052257.299470 + Penalty 2980.499469 = -1049276.800001
  nChanged 3
		SP:Iteration 44Q (3922.370000 sec): 3 clusters
  Score: Raw -1052257.818928 + Penalty 2980.499469 = -1049277.319459
  nChanged 4
		SP:Iteration 45Q (3922.580000 sec): 3 clusters
  Score: Raw -1052259.142988 + Penalty 2980.499469 = -1049278.643519
  nChanged 0
		SP:Iteration 46F (3922.800000 sec): 3 clusters
  Score: Raw -1052259.142988 + Penalty 2980.499469 = -1049278.643519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (33130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3923.060000 sec): 2 clusters
  Score: Raw -3636390.008675 + Penalty 1691.331605 = -3634698.677070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3923.440000 sec): 3 clusters
  Score: Raw -3615893.830248 + Penalty 3382.663211 = -3612511.167037
  nChanged 15280
		SP:Iteration 1F (3923.780000 sec): 3 clusters
  Score: Raw -3624326.300014 + Penalty 3382.663211 = -3620943.636803
  nChanged 1370
		SP:Iteration 2Q (3924.090000 sec): 3 clusters
  Score: Raw -3624737.728266 + Penalty 3382.663211 = -3621355.065055
  nChanged 1338
		SP:Iteration 3Q (3924.480000 sec): 3 clusters
  Score: Raw -3625163.850479 + Penalty 3382.663211 = -3621781.187268
  nChanged 1311
		SP:Iteration 4Q (3924.880000 sec): 3 clusters
  Score: Raw -3625609.516590 + Penalty 3382.663211 = -3622226.853380
  nChanged 1337
		SP:Iteration 5Q (3925.220000 sec): 3 clusters
  Score: Raw -3626097.312836 + Penalty 3382.663211 = -3622714.649625
  nChanged 1401
		SP:Iteration 6Q (3925.600000 sec): 3 clusters
  Score: Raw -3626699.464952 + Penalty 3382.663211 = -3623316.801741
  nChanged 1511
		SP:Iteration 7Q (3925.950000 sec): 3 clusters
  Score: Raw -3627472.888280 + Penalty 3382.663211 = -3624090.225069
  nChanged 1660
		SP:Iteration 8F (3926.310000 sec): 3 clusters
  Score: Raw -3628538.020811 + Penalty 3382.663211 = -3625155.357600
  nChanged 1751
		SP:Iteration 9F (3926.610000 sec): 3 clusters
  Score: Raw -3629780.804255 + Penalty 3382.663211 = -3626398.141044
  nChanged 1695
		SP:Iteration 10F (3926.950000 sec): 3 clusters
  Score: Raw -3631007.640108 + Penalty 3382.663211 = -3627624.976897
  nChanged 1504
		SP:Iteration 11Q (3927.280000 sec): 3 clusters
  Score: Raw -3631951.425701 + Penalty 3382.663211 = -3628568.762490
  nChanged 1143
		SP:Iteration 12Q (3927.690000 sec): 3 clusters
  Score: Raw -3632560.481984 + Penalty 3382.663211 = -3629177.818773
  nChanged 874
		SP:Iteration 13Q (3928.080000 sec): 3 clusters
  Score: Raw -3632923.612718 + Penalty 3382.663211 = -3629540.949507
  nChanged 640
		SP:Iteration 14Q (3928.470000 sec): 3 clusters
  Score: Raw -3633185.396261 + Penalty 3382.663211 = -3629802.733050
  nChanged 556
		SP:Iteration 15Q (3928.840000 sec): 3 clusters
  Score: Raw -3633412.747780 + Penalty 3382.663211 = -3630030.084569
  nChanged 518
		SP:Iteration 16Q (3929.150000 sec): 3 clusters
  Score: Raw -3633634.866294 + Penalty 3382.663211 = -3630252.203083
  nChanged 522
		SP:Iteration 17Q (3929.450000 sec): 3 clusters
  Score: Raw -3633861.124257 + Penalty 3382.663211 = -3630478.461046
  nChanged 468
		SP:Iteration 18Q (3929.760000 sec): 3 clusters
  Score: Raw -3634063.214697 + Penalty 3382.663211 = -3630680.551486
  nChanged 444
		SP:Iteration 19Q (3930.040000 sec): 3 clusters
  Score: Raw -3634267.860989 + Penalty 3382.663211 = -3630885.197778
  nChanged 456
		SP:Iteration 20F (3930.360000 sec): 3 clusters
  Score: Raw -3634478.820243 + Penalty 3382.663211 = -3631096.157032
  nChanged 436
		SP:Iteration 21Q (3930.660000 sec): 3 clusters
  Score: Raw -3634694.017913 + Penalty 3382.663211 = -3631311.354702
  nChanged 466
		SP:Iteration 22Q (3931.010000 sec): 3 clusters
  Score: Raw -3634925.340399 + Penalty 3382.663211 = -3631542.677188
  nChanged 410
		SP:Iteration 23Q (3931.300000 sec): 3 clusters
  Score: Raw -3635134.219078 + Penalty 3382.663211 = -3631751.555867
  nChanged 402
		SP:Iteration 24Q (3931.590000 sec): 3 clusters
  Score: Raw -3635355.931455 + Penalty 3382.663211 = -3631973.268244
  nChanged 358
		SP:Iteration 25Q (3931.890000 sec): 3 clusters
  Score: Raw -3635544.678366 + Penalty 3382.663211 = -3632162.015155
  nChanged 314
		SP:Iteration 26Q (3932.180000 sec): 3 clusters
  Score: Raw -3635703.960857 + Penalty 3382.663211 = -3632321.297646
  nChanged 267
		SP:Iteration 27Q (3932.440000 sec): 3 clusters
  Score: Raw -3635837.910975 + Penalty 3382.663211 = -3632455.247764
  nChanged 244
		SP:Iteration 28Q (3932.740000 sec): 3 clusters
  Score: Raw -3635958.545337 + Penalty 3382.663211 = -3632575.882126
  nChanged 210
		SP:Iteration 29Q (3933.060000 sec): 3 clusters
  Score: Raw -3636075.318315 + Penalty 3382.663211 = -3632692.655104
  nChanged 185
		SP:Iteration 30Q (3933.310000 sec): 3 clusters
  Score: Raw -3636181.531696 + Penalty 3382.663211 = -3632798.868485
  nChanged 147
		SP:Iteration 31Q (3933.660000 sec): 3 clusters
  Score: Raw -3636270.058211 + Penalty 3382.663211 = -3632887.395000
  nChanged 127
		SP:Iteration 32Q (3933.920000 sec): 3 clusters
  Score: Raw -3636342.978989 + Penalty 3382.663211 = -3632960.315778
  nChanged 98
		SP:Iteration 33Q (3934.180000 sec): 3 clusters
  Score: Raw -3636395.359490 + Penalty 3382.663211 = -3633012.696279
  nChanged 66
		SP:Iteration 34Q (3934.480000 sec): 3 clusters
  Score: Raw -3636431.230929 + Penalty 3382.663211 = -3633048.567718
  nChanged 48
		SP:Iteration 35Q (3934.760000 sec): 3 clusters
  Score: Raw -3636460.966322 + Penalty 3382.663211 = -3633078.303111
  nChanged 46
		SP:Iteration 36Q (3935.040000 sec): 3 clusters
  Score: Raw -3636488.270654 + Penalty 3382.663211 = -3633105.607443
  nChanged 37
		SP:Iteration 37Q (3935.340000 sec): 3 clusters
  Score: Raw -3636509.577125 + Penalty 3382.663211 = -3633126.913914
  nChanged 30
		SP:Iteration 38Q (3935.650000 sec): 3 clusters
  Score: Raw -3636527.058595 + Penalty 3382.663211 = -3633144.395385
  nChanged 20
		SP:Iteration 39Q (3935.980000 sec): 3 clusters
  Score: Raw -3636537.245155 + Penalty 3382.663211 = -3633154.581944
  nChanged 22
		SP:Iteration 40F (3936.300000 sec): 3 clusters
  Score: Raw -3636548.536118 + Penalty 3382.663211 = -3633165.872907
  nChanged 14
		SP:Iteration 41Q (3936.570000 sec): 3 clusters
  Score: Raw -3636558.527517 + Penalty 3382.663211 = -3633175.864306
  nChanged 14
		SP:Iteration 42Q (3936.880000 sec): 3 clusters
  Score: Raw -3636565.977838 + Penalty 3382.663211 = -3633183.314627
  nChanged 16
		SP:Iteration 43Q (3937.190000 sec): 3 clusters
  Score: Raw -3636574.519596 + Penalty 3382.663211 = -3633191.856385
  nChanged 9
		SP:Iteration 44Q (3937.500000 sec): 3 clusters
  Score: Raw -3636579.466531 + Penalty 3382.663211 = -3633196.803320
  nChanged 9
		SP:Iteration 45Q (3937.780000 sec): 3 clusters
  Score: Raw -3636585.886187 + Penalty 3382.663211 = -3633203.222976
  nChanged 10
		SP:Iteration 46Q (3938.120000 sec): 3 clusters
  Score: Raw -3636591.527835 + Penalty 3382.663211 = -3633208.864624
  nChanged 11
		SP:Iteration 47Q (3938.510000 sec): 3 clusters
  Score: Raw -3636596.952762 + Penalty 3382.663211 = -3633214.289551
  nChanged 7
		SP:Iteration 48Q (3938.820000 sec): 3 clusters
  Score: Raw -3636599.782189 + Penalty 3382.663211 = -3633217.118978
  nChanged 7
		SP:Iteration 49Q (3939.150000 sec): 3 clusters
  Score: Raw -3636604.149808 + Penalty 3382.663211 = -3633221.486597
  nChanged 5
		SP:Iteration 50Q (3939.460000 sec): 3 clusters
  Score: Raw -3636607.569651 + Penalty 3382.663211 = -3633224.906440
  nChanged 3
		SP:Iteration 51Q (3939.740000 sec): 3 clusters
  Score: Raw -3636609.442819 + Penalty 3382.663211 = -3633226.779608
  nChanged 3
		SP:Iteration 52Q (3940.050000 sec): 3 clusters
  Score: Raw -3636610.722890 + Penalty 3382.663211 = -3633228.059679
  nChanged 2
		SP:Iteration 53Q (3940.330000 sec): 3 clusters
  Score: Raw -3636611.440174 + Penalty 3382.663211 = -3633228.776963
  nChanged 3
		SP:Iteration 54Q (3940.640000 sec): 3 clusters
  Score: Raw -3636613.732713 + Penalty 3382.663211 = -3633231.069502
  nChanged 3
		SP:Iteration 55Q (3940.930000 sec): 3 clusters
  Score: Raw -3636615.688891 + Penalty 3382.663211 = -3633233.025680
  nChanged 3
		SP:Iteration 56Q (3941.210000 sec): 3 clusters
  Score: Raw -3636617.976194 + Penalty 3382.663211 = -3633235.312983
  nChanged 5
		SP:Iteration 57Q (3941.500000 sec): 3 clusters
  Score: Raw -3636620.964516 + Penalty 3382.663211 = -3633238.301305
  nChanged 3
		SP:Iteration 58Q (3941.800000 sec): 3 clusters
  Score: Raw -3636622.750350 + Penalty 3382.663211 = -3633240.087139
  nChanged 3
		SP:Iteration 59Q (3942.130000 sec): 3 clusters
  Score: Raw -3636624.792638 + Penalty 3382.663211 = -3633242.129427
  nChanged 2
		SP:Iteration 60F (3942.500000 sec): 3 clusters
  Score: Raw -3636625.740582 + Penalty 3382.663211 = -3633243.077371
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (18351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3942.740000 sec): 2 clusters
  Score: Raw -1877263.547612 + Penalty 1595.333894 = -1875668.213718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3943.010000 sec): 3 clusters
  Score: Raw -1866428.417651 + Penalty 3190.667788 = -1863237.749863
  nChanged 8349
		SP:Iteration 1F (3943.250000 sec): 3 clusters
  Score: Raw -1872313.679304 + Penalty 3190.667788 = -1869123.011516
  nChanged 1873
		SP:Iteration 2F (3943.490000 sec): 3 clusters
  Score: Raw -1874694.555867 + Penalty 3190.667788 = -1871503.888079
  nChanged 1894
		SP:Iteration 3F (3943.730000 sec): 3 clusters
  Score: Raw -1876842.882694 + Penalty 3190.667788 = -1873652.214906
  nChanged 1544
		SP:Iteration 4F (3944.020000 sec): 3 clusters
  Score: Raw -1878403.557036 + Penalty 3190.667788 = -1875212.889248
  nChanged 1172
		SP:Iteration 5F (3944.320000 sec): 3 clusters
  Score: Raw -1879491.859842 + Penalty 3190.667788 = -1876301.192054
  nChanged 859
		SP:Iteration 6Q (3944.600000 sec): 3 clusters
  Score: Raw -1880212.237077 + Penalty 3190.667788 = -1877021.569289
  nChanged 643
		SP:Iteration 7Q (3944.840000 sec): 3 clusters
  Score: Raw -1880673.093875 + Penalty 3190.667788 = -1877482.426087
  nChanged 449
		SP:Iteration 8Q (3945.100000 sec): 3 clusters
  Score: Raw -1880929.899460 + Penalty 3190.667788 = -1877739.231672
  nChanged 329
		SP:Iteration 9Q (3945.400000 sec): 3 clusters
  Score: Raw -1881073.085690 + Penalty 3190.667788 = -1877882.417901
  nChanged 242
		SP:Iteration 10Q (3945.620000 sec): 3 clusters
  Score: Raw -1881162.594059 + Penalty 3190.667788 = -1877971.926271
  nChanged 193
		SP:Iteration 11Q (3945.870000 sec): 3 clusters
  Score: Raw -1881229.580085 + Penalty 3190.667788 = -1878038.912297
  nChanged 164
		SP:Iteration 12Q (3946.090000 sec): 3 clusters
  Score: Raw -1881285.156694 + Penalty 3190.667788 = -1878094.488906
  nChanged 158
		SP:Iteration 13Q (3946.350000 sec): 3 clusters
  Score: Raw -1881341.196176 + Penalty 3190.667788 = -1878150.528388
  nChanged 126
		SP:Iteration 14Q (3946.580000 sec): 3 clusters
  Score: Raw -1881388.973705 + Penalty 3190.667788 = -1878198.305917
  nChanged 137
		SP:Iteration 15Q (3946.860000 sec): 3 clusters
  Score: Raw -1881436.669896 + Penalty 3190.667788 = -1878246.002108
  nChanged 122
		SP:Iteration 16Q (3947.060000 sec): 3 clusters
  Score: Raw -1881485.542908 + Penalty 3190.667788 = -1878294.875119
  nChanged 132
		SP:Iteration 17Q (3947.290000 sec): 3 clusters
  Score: Raw -1881565.399921 + Penalty 3190.667788 = -1878374.732133
  nChanged 145
		SP:Iteration 18Q (3947.540000 sec): 3 clusters
  Score: Raw -1881689.898280 + Penalty 3190.667788 = -1878499.230492
  nChanged 140
		SP:Iteration 19Q (3947.770000 sec): 3 clusters
  Score: Raw -1881893.925451 + Penalty 3190.667788 = -1878703.257663
  nChanged 145
		SP:Iteration 20F (3948.050000 sec): 3 clusters
  Score: Raw -1882184.277520 + Penalty 3190.667788 = -1878993.609732
  nChanged 163
		SP:Iteration 21Q (3948.260000 sec): 3 clusters
  Score: Raw -1882394.426962 + Penalty 3190.667788 = -1879203.759174
  nChanged 133
		SP:Iteration 22Q (3948.490000 sec): 3 clusters
  Score: Raw -1882485.487324 + Penalty 3190.667788 = -1879294.819536
  nChanged 104
		SP:Iteration 23Q (3948.800000 sec): 3 clusters
  Score: Raw -1882553.486453 + Penalty 3190.667788 = -1879362.818664
  nChanged 87
		SP:Iteration 24Q (3949.050000 sec): 3 clusters
  Score: Raw -1882608.187008 + Penalty 3190.667788 = -1879417.519220
  nChanged 77
		SP:Iteration 25Q (3949.310000 sec): 3 clusters
  Score: Raw -1882644.864152 + Penalty 3190.667788 = -1879454.196364
  nChanged 48
		SP:Iteration 26Q (3949.530000 sec): 3 clusters
  Score: Raw -1882657.717487 + Penalty 3190.667788 = -1879467.049699
  nChanged 21
		SP:Iteration 27Q (3949.770000 sec): 3 clusters
  Score: Raw -1882663.192031 + Penalty 3190.667788 = -1879472.524243
  nChanged 17
		SP:Iteration 28Q (3950.020000 sec): 3 clusters
  Score: Raw -1882667.253096 + Penalty 3190.667788 = -1879476.585308
  nChanged 10
		SP:Iteration 29Q (3950.320000 sec): 3 clusters
  Score: Raw -1882668.911559 + Penalty 3190.667788 = -1879478.243771
  nChanged 6
		SP:Iteration 30Q (3950.500000 sec): 3 clusters
  Score: Raw -1882669.808150 + Penalty 3190.667788 = -1879479.140362
  nChanged 6
		SP:Iteration 31Q (3950.790000 sec): 3 clusters
  Score: Raw -1882670.721308 + Penalty 3190.667788 = -1879480.053520
  nChanged 2
		SP:Iteration 32Q (3951.000000 sec): 3 clusters
  Score: Raw -1882670.918200 + Penalty 3190.667788 = -1879480.250412
  nChanged 1
		SP:Iteration 33Q (3951.260000 sec): 3 clusters
  Score: Raw -1882671.016264 + Penalty 3190.667788 = -1879480.348476
  nChanged 2
		SP:Iteration 34Q (3951.500000 sec): 3 clusters
  Score: Raw -1882671.126809 + Penalty 3190.667788 = -1879480.459021
  nChanged 0
		SP:Iteration 35F (3951.760000 sec): 3 clusters
  Score: Raw -1882671.126809 + Penalty 3190.667788 = -1879480.459021
  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 9.11 GB.

 Trying to split cluster 19 (25229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3951.990000 sec): 2 clusters
  Score: Raw -2766226.939008 + Penalty 1647.059278 = -2764579.879729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3952.280000 sec): 3 clusters
  Score: Raw -2750903.327038 + Penalty 3294.118557 = -2747609.208481
  nChanged 11503
		SP:Iteration 1F (3952.600000 sec): 3 clusters
  Score: Raw -2757455.409585 + Penalty 3294.118557 = -2754161.291028
  nChanged 1479
		SP:Iteration 2F (3952.840000 sec): 3 clusters
  Score: Raw -2758138.797550 + Penalty 3294.118557 = -2754844.678993
  nChanged 1472
		SP:Iteration 3F (3953.130000 sec): 3 clusters
  Score: Raw -2758901.135222 + Penalty 3294.118557 = -2755607.016665
  nChanged 1520
		SP:Iteration 4F (3953.450000 sec): 3 clusters
  Score: Raw -2759872.444588 + Penalty 3294.118557 = -2756578.326032
  nChanged 1572
		SP:Iteration 5F (3953.740000 sec): 3 clusters
  Score: Raw -2760831.872901 + Penalty 3294.118557 = -2757537.754345
  nChanged 1460
		SP:Iteration 6F (3954.000000 sec): 3 clusters
  Score: Raw -2761616.305551 + Penalty 3294.118557 = -2758322.186994
  nChanged 1288
		SP:Iteration 7F (3954.310000 sec): 3 clusters
  Score: Raw -2762234.030945 + Penalty 3294.118557 = -2758939.912388
  nChanged 1027
		SP:Iteration 8Q (3954.600000 sec): 3 clusters
  Score: Raw -2762663.725956 + Penalty 3294.118557 = -2759369.607399
  nChanged 849
		SP:Iteration 9Q (3954.890000 sec): 3 clusters
  Score: Raw -2763003.639850 + Penalty 3294.118557 = -2759709.521293
  nChanged 792
		SP:Iteration 10Q (3955.160000 sec): 3 clusters
  Score: Raw -2763335.912522 + Penalty 3294.118557 = -2760041.793966
  nChanged 728
		SP:Iteration 11Q (3955.460000 sec): 3 clusters
  Score: Raw -2763667.181633 + Penalty 3294.118557 = -2760373.063076
  nChanged 684
		SP:Iteration 12Q (3955.750000 sec): 3 clusters
  Score: Raw -2763990.356436 + Penalty 3294.118557 = -2760696.237879
  nChanged 615
		SP:Iteration 13Q (3956.020000 sec): 3 clusters
  Score: Raw -2764262.547576 + Penalty 3294.118557 = -2760968.429019
  nChanged 587
		SP:Iteration 14Q (3956.310000 sec): 3 clusters
  Score: Raw -2764521.432466 + Penalty 3294.118557 = -2761227.313910
  nChanged 520
		SP:Iteration 15Q (3956.610000 sec): 3 clusters
  Score: Raw -2764768.249618 + Penalty 3294.118557 = -2761474.131061
  nChanged 498
		SP:Iteration 16Q (3956.960000 sec): 3 clusters
  Score: Raw -2765015.389073 + Penalty 3294.118557 = -2761721.270517
  nChanged 484
		SP:Iteration 17Q (3957.270000 sec): 3 clusters
  Score: Raw -2765258.745854 + Penalty 3294.118557 = -2761964.627297
  nChanged 443
		SP:Iteration 18Q (3957.620000 sec): 3 clusters
  Score: Raw -2765507.191601 + Penalty 3294.118557 = -2762213.073045
  nChanged 394
		SP:Iteration 19Q (3957.950000 sec): 3 clusters
  Score: Raw -2765730.254137 + Penalty 3294.118557 = -2762436.135580
  nChanged 351
		SP:Iteration 20F (3958.240000 sec): 3 clusters
  Score: Raw -2765993.195119 + Penalty 3294.118557 = -2762699.076562
  nChanged 330
		SP:Iteration 21Q (3958.530000 sec): 3 clusters
  Score: Raw -2766304.814218 + Penalty 3294.118557 = -2763010.695662
  nChanged 351
		SP:Iteration 22Q (3958.820000 sec): 3 clusters
  Score: Raw -2766782.313155 + Penalty 3294.118557 = -2763488.194598
  nChanged 369
		SP:Iteration 23Q (3959.120000 sec): 3 clusters
  Score: Raw -2767345.215711 + Penalty 3294.118557 = -2764051.097154
  nChanged 397
		SP:Iteration 24Q (3959.370000 sec): 3 clusters
  Score: Raw -2767798.468357 + Penalty 3294.118557 = -2764504.349800
  nChanged 344
		SP:Iteration 25Q (3959.650000 sec): 3 clusters
  Score: Raw -2768079.186999 + Penalty 3294.118557 = -2764785.068442
  nChanged 297
		SP:Iteration 26Q (3960.000000 sec): 3 clusters
  Score: Raw -2768241.151645 + Penalty 3294.118557 = -2764947.033088
  nChanged 220
		SP:Iteration 27Q (3960.300000 sec): 3 clusters
  Score: Raw -2768321.341479 + Penalty 3294.118557 = -2765027.222922
  nChanged 162
		SP:Iteration 28Q (3960.620000 sec): 3 clusters
  Score: Raw -2768374.118048 + Penalty 3294.118557 = -2765079.999491
  nChanged 145
		SP:Iteration 29Q (3960.880000 sec): 3 clusters
  Score: Raw -2768415.796772 + Penalty 3294.118557 = -2765121.678215
  nChanged 114
		SP:Iteration 30Q (3961.170000 sec): 3 clusters
  Score: Raw -2768440.873173 + Penalty 3294.118557 = -2765146.754616
  nChanged 80
		SP:Iteration 31Q (3961.430000 sec): 3 clusters
  Score: Raw -2768454.356430 + Penalty 3294.118557 = -2765160.237874
  nChanged 54
		SP:Iteration 32Q (3961.680000 sec): 3 clusters
  Score: Raw -2768463.686082 + Penalty 3294.118557 = -2765169.567525
  nChanged 39
		SP:Iteration 33Q (3961.960000 sec): 3 clusters
  Score: Raw -2768470.006627 + Penalty 3294.118557 = -2765175.888070
  nChanged 39
		SP:Iteration 34Q (3962.270000 sec): 3 clusters
  Score: Raw -2768474.409520 + Penalty 3294.118557 = -2765180.290964
  nChanged 26
		SP:Iteration 35Q (3962.570000 sec): 3 clusters
  Score: Raw -2768477.112576 + Penalty 3294.118557 = -2765182.994019
  nChanged 19
		SP:Iteration 36Q (3962.880000 sec): 3 clusters
  Score: Raw -2768479.240919 + Penalty 3294.118557 = -2765185.122363
  nChanged 20
		SP:Iteration 37Q (3963.190000 sec): 3 clusters
  Score: Raw -2768481.538990 + Penalty 3294.118557 = -2765187.420433
  nChanged 19
		SP:Iteration 38Q (3963.510000 sec): 3 clusters
  Score: Raw -2768483.091555 + Penalty 3294.118557 = -2765188.972998
  nChanged 14
		SP:Iteration 39Q (3963.790000 sec): 3 clusters
  Score: Raw -2768484.039459 + Penalty 3294.118557 = -2765189.920902
  nChanged 7
		SP:Iteration 40F (3964.130000 sec): 3 clusters
  Score: Raw -2768484.519045 + Penalty 3294.118557 = -2765190.400488
  nChanged 4
		SP:Iteration 41Q (3964.390000 sec): 3 clusters
  Score: Raw -2768484.909642 + Penalty 3294.118557 = -2765190.791085
  nChanged 5
		SP:Iteration 42Q (3964.690000 sec): 3 clusters
  Score: Raw -2768485.459500 + Penalty 3294.118557 = -2765191.340943
  nChanged 2
		SP:Iteration 43Q (3964.990000 sec): 3 clusters
  Score: Raw -2768485.570294 + Penalty 3294.118557 = -2765191.451737
  nChanged 2
		SP:Iteration 44Q (3965.230000 sec): 3 clusters
  Score: Raw -2768485.690191 + Penalty 3294.118557 = -2765191.571634
  nChanged 3
		SP:Iteration 45Q (3965.530000 sec): 3 clusters
  Score: Raw -2768485.854062 + Penalty 3294.118557 = -2765191.735505
  nChanged 3
		SP:Iteration 46Q (3965.830000 sec): 3 clusters
  Score: Raw -2768486.022673 + Penalty 3294.118557 = -2765191.904116
  nChanged 1
		SP:Iteration 47Q (3966.130000 sec): 3 clusters
  Score: Raw -2768486.086022 + Penalty 3294.118557 = -2765191.967465
  nChanged 1
		SP:Iteration 48Q (3966.390000 sec): 3 clusters
  Score: Raw -2768486.171959 + Penalty 3294.118557 = -2765192.053402
  nChanged 1
		SP:Iteration 49Q (3966.630000 sec): 3 clusters
  Score: Raw -2768486.386490 + Penalty 3294.118557 = -2765192.267933
  nChanged 1
		SP:Iteration 50Q (3966.930000 sec): 3 clusters
  Score: Raw -2768486.501028 + Penalty 3294.118557 = -2765192.382471
  nChanged 0
		SP:Iteration 51F (3967.200000 sec): 3 clusters
  Score: Raw -2768486.501028 + Penalty 3294.118557 = -2765192.382471
  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 9.11 GB.

 Trying to split cluster 20 (7868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3967.350000 sec): 2 clusters
  Score: Raw -828710.469233 + Penalty 1457.715867 = -827252.753366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3967.530000 sec): 3 clusters
  Score: Raw -824381.913554 + Penalty 2915.431733 = -821466.481821
  nChanged 3284
		SP:Iteration 1F (3967.740000 sec): 3 clusters
  Score: Raw -826434.868961 + Penalty 2915.431733 = -823519.437227
  nChanged 725
		SP:Iteration 2F (3967.940000 sec): 3 clusters
  Score: Raw -827217.868265 + Penalty 2915.431733 = -824302.436532
  nChanged 847
		SP:Iteration 3F (3968.140000 sec): 3 clusters
  Score: Raw -828560.079054 + Penalty 2915.431733 = -825644.647321
  nChanged 897
		SP:Iteration 4F (3968.320000 sec): 3 clusters
  Score: Raw -830026.154880 + Penalty 2915.431733 = -827110.723147
  nChanged 631
		SP:Iteration 5F (3968.490000 sec): 3 clusters
  Score: Raw -830751.113488 + Penalty 2915.431733 = -827835.681754
  nChanged 403
		SP:Iteration 6F (3968.710000 sec): 3 clusters
  Score: Raw -831136.779502 + Penalty 2915.431733 = -828221.347769
  nChanged 287
		SP:Iteration 7Q (3968.890000 sec): 3 clusters
  Score: Raw -831431.316424 + Penalty 2915.431733 = -828515.884691
  nChanged 249
		SP:Iteration 8Q (3969.140000 sec): 3 clusters
  Score: Raw -831729.372955 + Penalty 2915.431733 = -828813.941221
  nChanged 247
		SP:Iteration 9Q (3969.360000 sec): 3 clusters
  Score: Raw -832067.712954 + Penalty 2915.431733 = -829152.281220
  nChanged 253
		SP:Iteration 10Q (3969.580000 sec): 3 clusters
  Score: Raw -832476.807351 + Penalty 2915.431733 = -829561.375618
  nChanged 245
		SP:Iteration 11Q (3969.750000 sec): 3 clusters
  Score: Raw -832946.943589 + Penalty 2915.431733 = -830031.511856
  nChanged 215
		SP:Iteration 12Q (3969.930000 sec): 3 clusters
  Score: Raw -833338.414129 + Penalty 2915.431733 = -830422.982396
  nChanged 135
		SP:Iteration 13Q (3970.150000 sec): 3 clusters
  Score: Raw -833536.208209 + Penalty 2915.431733 = -830620.776476
  nChanged 92
		SP:Iteration 14Q (3970.350000 sec): 3 clusters
  Score: Raw -833636.466534 + Penalty 2915.431733 = -830721.034801
  nChanged 56
		SP:Iteration 15Q (3970.550000 sec): 3 clusters
  Score: Raw -833674.770039 + Penalty 2915.431733 = -830759.338306
  nChanged 28
		SP:Iteration 16Q (3970.730000 sec): 3 clusters
  Score: Raw -833689.534795 + Penalty 2915.431733 = -830774.103061
  nChanged 22
		SP:Iteration 17Q (3970.900000 sec): 3 clusters
  Score: Raw -833697.980981 + Penalty 2915.431733 = -830782.549248
  nChanged 13
		SP:Iteration 18Q (3971.120000 sec): 3 clusters
  Score: Raw -833701.173033 + Penalty 2915.431733 = -830785.741299
  nChanged 7
		SP:Iteration 19Q (3971.310000 sec): 3 clusters
  Score: Raw -833702.225597 + Penalty 2915.431733 = -830786.793863
  nChanged 2
		SP:Iteration 20F (3971.500000 sec): 3 clusters
  Score: Raw -833702.384764 + Penalty 2915.431733 = -830786.953031
  nChanged 2
		SP:Iteration 21Q (3971.650000 sec): 3 clusters
  Score: Raw -833703.124090 + Penalty 2915.431733 = -830787.692357
  nChanged 1
		SP:Iteration 22Q (3971.870000 sec): 3 clusters
  Score: Raw -833703.247788 + Penalty 2915.431733 = -830787.816054
  nChanged 3
		SP:Iteration 23Q (3972.060000 sec): 3 clusters
  Score: Raw -833703.886901 + Penalty 2915.431733 = -830788.455168
  nChanged 2
		SP:Iteration 24Q (3972.240000 sec): 3 clusters
  Score: Raw -833704.486813 + Penalty 2915.431733 = -830789.055080
  nChanged 2
		SP:Iteration 25Q (3972.450000 sec): 3 clusters
  Score: Raw -833704.978816 + Penalty 2915.431733 = -830789.547082
  nChanged 1
		SP:Iteration 26Q (3972.640000 sec): 3 clusters
  Score: Raw -833705.067182 + Penalty 2915.431733 = -830789.635449
  nChanged 0
		SP:Iteration 27F (3972.810000 sec): 3 clusters
  Score: Raw -833705.067182 + Penalty 2915.431733 = -830789.635449
  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 9.11 GB.

 Trying to split cluster 21 (10679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3972.980000 sec): 2 clusters
  Score: Raw -1196760.907253 + Penalty 1507.355602 = -1195253.551651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3973.150000 sec): 3 clusters
  Score: Raw -1190615.201067 + Penalty 3014.711204 = -1187600.489862
  nChanged 4683
		SP:Iteration 1F (3973.390000 sec): 3 clusters
  Score: Raw -1193246.964864 + Penalty 3014.711204 = -1190232.253660
  nChanged 678
		SP:Iteration 2F (3973.590000 sec): 3 clusters
  Score: Raw -1193590.287376 + Penalty 3014.711204 = -1190575.576171
  nChanged 578
		SP:Iteration 3F (3973.780000 sec): 3 clusters
  Score: Raw -1193905.282389 + Penalty 3014.711204 = -1190890.571184
  nChanged 593
		SP:Iteration 4F (3973.990000 sec): 3 clusters
  Score: Raw -1194240.295119 + Penalty 3014.711204 = -1191225.583914
  nChanged 587
		SP:Iteration 5F (3974.210000 sec): 3 clusters
  Score: Raw -1194538.431455 + Penalty 3014.711204 = -1191523.720251
  nChanged 525
		SP:Iteration 6Q (3974.440000 sec): 3 clusters
  Score: Raw -1194812.595780 + Penalty 3014.711204 = -1191797.884575
  nChanged 503
		SP:Iteration 7Q (3974.630000 sec): 3 clusters
  Score: Raw -1195059.157990 + Penalty 3014.711204 = -1192044.446786
  nChanged 448
		SP:Iteration 8Q (3974.900000 sec): 3 clusters
  Score: Raw -1195275.633478 + Penalty 3014.711204 = -1192260.922273
  nChanged 434
		SP:Iteration 9Q (3975.100000 sec): 3 clusters
  Score: Raw -1195504.444896 + Penalty 3014.711204 = -1192489.733691
  nChanged 422
		SP:Iteration 10Q (3975.340000 sec): 3 clusters
  Score: Raw -1195728.072270 + Penalty 3014.711204 = -1192713.361066
  nChanged 410
		SP:Iteration 11Q (3975.540000 sec): 3 clusters
  Score: Raw -1195944.638087 + Penalty 3014.711204 = -1192929.926883
  nChanged 348
		SP:Iteration 12Q (3975.770000 sec): 3 clusters
  Score: Raw -1196124.130460 + Penalty 3014.711204 = -1193109.419256
  nChanged 296
		SP:Iteration 13Q (3976.020000 sec): 3 clusters
  Score: Raw -1196266.274148 + Penalty 3014.711204 = -1193251.562943
  nChanged 236
		SP:Iteration 14Q (3976.260000 sec): 3 clusters
  Score: Raw -1196375.040835 + Penalty 3014.711204 = -1193360.329631
  nChanged 196
		SP:Iteration 15Q (3976.470000 sec): 3 clusters
  Score: Raw -1196460.890515 + Penalty 3014.711204 = -1193446.179311
  nChanged 175
		SP:Iteration 16Q (3976.690000 sec): 3 clusters
  Score: Raw -1196535.054436 + Penalty 3014.711204 = -1193520.343231
  nChanged 132
		SP:Iteration 17Q (3976.900000 sec): 3 clusters
  Score: Raw -1196591.906593 + Penalty 3014.711204 = -1193577.195389
  nChanged 123
		SP:Iteration 18Q (3977.120000 sec): 3 clusters
  Score: Raw -1196645.906605 + Penalty 3014.711204 = -1193631.195400
  nChanged 104
		SP:Iteration 19Q (3977.340000 sec): 3 clusters
  Score: Raw -1196690.010104 + Penalty 3014.711204 = -1193675.298900
  nChanged 93
		SP:Iteration 20F (3977.550000 sec): 3 clusters
  Score: Raw -1196734.657314 + Penalty 3014.711204 = -1193719.946110
  nChanged 98
		SP:Iteration 21Q (3977.790000 sec): 3 clusters
  Score: Raw -1196781.604988 + Penalty 3014.711204 = -1193766.893784
  nChanged 79
		SP:Iteration 22Q (3978.020000 sec): 3 clusters
  Score: Raw -1196819.401976 + Penalty 3014.711204 = -1193804.690771
  nChanged 71
		SP:Iteration 23Q (3978.240000 sec): 3 clusters
  Score: Raw -1196859.791171 + Penalty 3014.711204 = -1193845.079966
  nChanged 71
		SP:Iteration 24Q (3978.420000 sec): 3 clusters
  Score: Raw -1196904.521735 + Penalty 3014.711204 = -1193889.810531
  nChanged 66
		SP:Iteration 25Q (3978.650000 sec): 3 clusters
  Score: Raw -1196946.439096 + Penalty 3014.711204 = -1193931.727891
  nChanged 52
		SP:Iteration 26Q (3978.870000 sec): 3 clusters
  Score: Raw -1196986.928872 + Penalty 3014.711204 = -1193972.217668
  nChanged 57
		SP:Iteration 27Q (3979.110000 sec): 3 clusters
  Score: Raw -1197030.725217 + Penalty 3014.711204 = -1194016.014013
  nChanged 41
		SP:Iteration 28Q (3979.350000 sec): 3 clusters
  Score: Raw -1197054.846031 + Penalty 3014.711204 = -1194040.134827
  nChanged 30
		SP:Iteration 29Q (3979.550000 sec): 3 clusters
  Score: Raw -1197075.282614 + Penalty 3014.711204 = -1194060.571410
  nChanged 25
		SP:Iteration 30Q (3979.770000 sec): 3 clusters
  Score: Raw -1197096.346203 + Penalty 3014.711204 = -1194081.634999
  nChanged 28
		SP:Iteration 31Q (3980.050000 sec): 3 clusters
  Score: Raw -1197114.482189 + Penalty 3014.711204 = -1194099.770984
  nChanged 15
		SP:Iteration 32Q (3980.240000 sec): 3 clusters
  Score: Raw -1197127.999085 + Penalty 3014.711204 = -1194113.287881
  nChanged 21
		SP:Iteration 33Q (3980.390000 sec): 3 clusters
  Score: Raw -1197144.072212 + Penalty 3014.711204 = -1194129.361008
  nChanged 17
		SP:Iteration 34Q (3980.640000 sec): 3 clusters
  Score: Raw -1197156.600503 + Penalty 3014.711204 = -1194141.889298
  nChanged 12
		SP:Iteration 35Q (3980.840000 sec): 3 clusters
  Score: Raw -1197167.194112 + Penalty 3014.711204 = -1194152.482907
  nChanged 16
		SP:Iteration 36Q (3981.060000 sec): 3 clusters
  Score: Raw -1197182.871632 + Penalty 3014.711204 = -1194168.160428
  nChanged 17
		SP:Iteration 37Q (3981.300000 sec): 3 clusters
  Score: Raw -1197198.781469 + Penalty 3014.711204 = -1194184.070265
  nChanged 14
		SP:Iteration 38Q (3981.500000 sec): 3 clusters
  Score: Raw -1197209.238796 + Penalty 3014.711204 = -1194194.527591
  nChanged 13
		SP:Iteration 39Q (3981.700000 sec): 3 clusters
  Score: Raw -1197216.982140 + Penalty 3014.711204 = -1194202.270935
  nChanged 14
		SP:Iteration 40F (3981.910000 sec): 3 clusters
  Score: Raw -1197223.727635 + Penalty 3014.711204 = -1194209.016430
  nChanged 6
		SP:Iteration 41Q (3982.130000 sec): 3 clusters
  Score: Raw -1197227.378682 + Penalty 3014.711204 = -1194212.667477
  nChanged 9
		SP:Iteration 42Q (3982.340000 sec): 3 clusters
  Score: Raw -1197239.706596 + Penalty 3014.711204 = -1194224.995392
  nChanged 15
		SP:Iteration 43Q (3982.560000 sec): 3 clusters
  Score: Raw -1197254.004534 + Penalty 3014.711204 = -1194239.293329
  nChanged 14
		SP:Iteration 44Q (3982.760000 sec): 3 clusters
  Score: Raw -1197269.343315 + Penalty 3014.711204 = -1194254.632111
  nChanged 12
		SP:Iteration 45Q (3983.000000 sec): 3 clusters
  Score: Raw -1197280.133127 + Penalty 3014.711204 = -1194265.421923
  nChanged 10
		SP:Iteration 46Q (3983.200000 sec): 3 clusters
  Score: Raw -1197286.899121 + Penalty 3014.711204 = -1194272.187917
  nChanged 4
		SP:Iteration 47Q (3983.390000 sec): 3 clusters
  Score: Raw -1197289.300702 + Penalty 3014.711204 = -1194274.589497
  nChanged 3
		SP:Iteration 48Q (3983.580000 sec): 3 clusters
  Score: Raw -1197291.934204 + Penalty 3014.711204 = -1194277.223000
  nChanged 2
		SP:Iteration 49Q (3983.800000 sec): 3 clusters
  Score: Raw -1197292.698596 + Penalty 3014.711204 = -1194277.987391
  nChanged 1
		SP:Iteration 50Q (3983.990000 sec): 3 clusters
  Score: Raw -1197293.015710 + Penalty 3014.711204 = -1194278.304506
  nChanged 1
		SP:Iteration 51Q (3984.220000 sec): 3 clusters
  Score: Raw -1197293.454141 + Penalty 3014.711204 = -1194278.742936
  nChanged 0
		SP:Iteration 52F (3984.440000 sec): 3 clusters
  Score: Raw -1197293.454141 + Penalty 3014.711204 = -1194278.742936
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (103923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3984.930000 sec): 2 clusters
  Score: Raw -11389634.594198 + Penalty 1877.103397 = -11387757.490801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3985.500000 sec): 3 clusters
  Score: Raw -11322168.252947 + Penalty 3754.206794 = -11318414.046153
  nChanged 49495
		SP:Iteration 1F (3986.110000 sec): 3 clusters
  Score: Raw -11351021.296254 + Penalty 3754.206794 = -11347267.089460
  nChanged 4558
		SP:Iteration 2Q (3986.770000 sec): 3 clusters
  Score: Raw -11353056.914473 + Penalty 3754.206794 = -11349302.707679
  nChanged 6237
		SP:Iteration 3F (3987.380000 sec): 3 clusters
  Score: Raw -11357322.357680 + Penalty 3754.206794 = -11353568.150886
  nChanged 8473
		SP:Iteration 4F (3988.020000 sec): 3 clusters
  Score: Raw -11364794.949752 + Penalty 3754.206794 = -11361040.742958
  nChanged 9941
		SP:Iteration 5F (3988.610000 sec): 3 clusters
  Score: Raw -11373853.342752 + Penalty 3754.206794 = -11370099.135959
  nChanged 9340
		SP:Iteration 6F (3989.140000 sec): 3 clusters
  Score: Raw -11381707.598437 + Penalty 3754.206794 = -11377953.391643
  nChanged 6925
		SP:Iteration 7F (3989.690000 sec): 3 clusters
  Score: Raw -11387255.222533 + Penalty 3754.206794 = -11383501.015739
  nChanged 4702
		SP:Iteration 8Q (3990.320000 sec): 3 clusters
  Score: Raw -11390745.474215 + Penalty 3754.206794 = -11386991.267422
  nChanged 3174
		SP:Iteration 9Q (3991.000000 sec): 3 clusters
  Score: Raw -11392861.055123 + Penalty 3754.206794 = -11389106.848329
  nChanged 2071
		SP:Iteration 10Q (3991.700000 sec): 3 clusters
  Score: Raw -11394090.279489 + Penalty 3754.206794 = -11390336.072696
  nChanged 1340
		SP:Iteration 11Q (3992.400000 sec): 3 clusters
  Score: Raw -11394785.903705 + Penalty 3754.206794 = -11391031.696912
  nChanged 886
		SP:Iteration 12Q (3993.060000 sec): 3 clusters
  Score: Raw -11395173.282124 + Penalty 3754.206794 = -11391419.075331
  nChanged 558
		SP:Iteration 13Q (3993.700000 sec): 3 clusters
  Score: Raw -11395385.017152 + Penalty 3754.206794 = -11391630.810358
  nChanged 403
		SP:Iteration 14Q (3994.430000 sec): 3 clusters
  Score: Raw -11395507.314043 + Penalty 3754.206794 = -11391753.107249
  nChanged 292
		SP:Iteration 15Q (3995.160000 sec): 3 clusters
  Score: Raw -11395572.838439 + Penalty 3754.206794 = -11391818.631645
  nChanged 183
		SP:Iteration 16Q (3995.880000 sec): 3 clusters
  Score: Raw -11395607.159080 + Penalty 3754.206794 = -11391852.952287
  nChanged 143
		SP:Iteration 17Q (3996.550000 sec): 3 clusters
  Score: Raw -11395630.900792 + Penalty 3754.206794 = -11391876.693998
  nChanged 111
		SP:Iteration 18Q (3997.280000 sec): 3 clusters
  Score: Raw -11395647.967224 + Penalty 3754.206794 = -11391893.760431
  nChanged 82
		SP:Iteration 19Q (3997.940000 sec): 3 clusters
  Score: Raw -11395658.945330 + Penalty 3754.206794 = -11391904.738537
  nChanged 65
		SP:Iteration 20F (3998.670000 sec): 3 clusters
  Score: Raw -11395665.919980 + Penalty 3754.206794 = -11391911.713186
  nChanged 47
		SP:Iteration 21Q (3999.340000 sec): 3 clusters
  Score: Raw -11395669.484523 + Penalty 3754.206794 = -11391915.277729
  nChanged 37
		SP:Iteration 22Q (3999.950000 sec): 3 clusters
  Score: Raw -11395671.839593 + Penalty 3754.206794 = -11391917.632800
  nChanged 24
		SP:Iteration 23Q (4000.690000 sec): 3 clusters
  Score: Raw -11395673.250423 + Penalty 3754.206794 = -11391919.043629
  nChanged 18
		SP:Iteration 24Q (4001.360000 sec): 3 clusters
  Score: Raw -11395674.142758 + Penalty 3754.206794 = -11391919.935964
  nChanged 11
		SP:Iteration 25Q (4002.000000 sec): 3 clusters
  Score: Raw -11395674.813204 + Penalty 3754.206794 = -11391920.606410
  nChanged 11
		SP:Iteration 26Q (4002.730000 sec): 3 clusters
  Score: Raw -11395675.573020 + Penalty 3754.206794 = -11391921.366226
  nChanged 12
		SP:Iteration 27Q (4003.350000 sec): 3 clusters
  Score: Raw -11395676.647248 + Penalty 3754.206794 = -11391922.440454
  nChanged 7
		SP:Iteration 28Q (4003.990000 sec): 3 clusters
  Score: Raw -11395677.037555 + Penalty 3754.206794 = -11391922.830761
  nChanged 5
		SP:Iteration 29Q (4004.610000 sec): 3 clusters
  Score: Raw -11395677.244378 + Penalty 3754.206794 = -11391923.037584
  nChanged 2
		SP:Iteration 30Q (4005.190000 sec): 3 clusters
  Score: Raw -11395677.400766 + Penalty 3754.206794 = -11391923.193972
  nChanged 2
		SP:Iteration 31Q (4005.780000 sec): 3 clusters
  Score: Raw -11395677.477284 + Penalty 3754.206794 = -11391923.270490
  nChanged 1
		SP:Iteration 32Q (4006.410000 sec): 3 clusters
  Score: Raw -11395677.488715 + Penalty 3754.206794 = -11391923.281921
  nChanged 0
		SP:Iteration 33F (4007.130000 sec): 3 clusters
  Score: Raw -11395677.488715 + Penalty 3754.206794 = -11391923.281921
  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 9.11 GB.

 Trying to split cluster 23 (11082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4007.330000 sec): 2 clusters
  Score: Raw -1143480.983173 + Penalty 1513.375086 = -1141967.608088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.570000 sec): 3 clusters
  Score: Raw -1137212.432298 + Penalty 3026.750171 = -1134185.682127
  nChanged 4750
		SP:Iteration 1F (4007.810000 sec): 3 clusters
  Score: Raw -1140049.544223 + Penalty 3026.750171 = -1137022.794052
  nChanged 839
		SP:Iteration 2F (4008.000000 sec): 3 clusters
  Score: Raw -1140634.053332 + Penalty 3026.750171 = -1137607.303161
  nChanged 805
		SP:Iteration 3F (4008.240000 sec): 3 clusters
  Score: Raw -1141293.918065 + Penalty 3026.750171 = -1138267.167894
  nChanged 741
		SP:Iteration 4F (4008.500000 sec): 3 clusters
  Score: Raw -1141916.737285 + Penalty 3026.750171 = -1138889.987114
  nChanged 715
		SP:Iteration 5F (4008.730000 sec): 3 clusters
  Score: Raw -1142480.872055 + Penalty 3026.750171 = -1139454.121884
  nChanged 628
		SP:Iteration 6F (4008.920000 sec): 3 clusters
  Score: Raw -1142942.503382 + Penalty 3026.750171 = -1139915.753211
  nChanged 528
		SP:Iteration 7Q (4009.150000 sec): 3 clusters
  Score: Raw -1143284.204193 + Penalty 3026.750171 = -1140257.454022
  nChanged 446
		SP:Iteration 8Q (4009.380000 sec): 3 clusters
  Score: Raw -1143575.746431 + Penalty 3026.750171 = -1140548.996260
  nChanged 375
		SP:Iteration 9Q (4009.610000 sec): 3 clusters
  Score: Raw -1143784.491908 + Penalty 3026.750171 = -1140757.741737
  nChanged 305
		SP:Iteration 10Q (4009.850000 sec): 3 clusters
  Score: Raw -1143916.654515 + Penalty 3026.750171 = -1140889.904344
  nChanged 253
		SP:Iteration 11Q (4010.050000 sec): 3 clusters
  Score: Raw -1144020.073191 + Penalty 3026.750171 = -1140993.323020
  nChanged 177
		SP:Iteration 12Q (4010.310000 sec): 3 clusters
  Score: Raw -1144080.550804 + Penalty 3026.750171 = -1141053.800633
  nChanged 145
		SP:Iteration 13Q (4010.520000 sec): 3 clusters
  Score: Raw -1144118.833694 + Penalty 3026.750171 = -1141092.083523
  nChanged 127
		SP:Iteration 14Q (4010.770000 sec): 3 clusters
  Score: Raw -1144154.068279 + Penalty 3026.750171 = -1141127.318108
  nChanged 100
		SP:Iteration 15Q (4011.000000 sec): 3 clusters
  Score: Raw -1144174.034931 + Penalty 3026.750171 = -1141147.284760
  nChanged 69
		SP:Iteration 16Q (4011.210000 sec): 3 clusters
  Score: Raw -1144188.034417 + Penalty 3026.750171 = -1141161.284246
  nChanged 63
		SP:Iteration 17Q (4011.430000 sec): 3 clusters
  Score: Raw -1144198.399466 + Penalty 3026.750171 = -1141171.649295
  nChanged 54
		SP:Iteration 18Q (4011.670000 sec): 3 clusters
  Score: Raw -1144209.365949 + Penalty 3026.750171 = -1141182.615778
  nChanged 48
		SP:Iteration 19Q (4011.920000 sec): 3 clusters
  Score: Raw -1144219.505045 + Penalty 3026.750171 = -1141192.754874
  nChanged 50
		SP:Iteration 20F (4012.150000 sec): 3 clusters
  Score: Raw -1144228.687235 + Penalty 3026.750171 = -1141201.937064
  nChanged 42
		SP:Iteration 21Q (4012.360000 sec): 3 clusters
  Score: Raw -1144236.187670 + Penalty 3026.750171 = -1141209.437499
  nChanged 37
		SP:Iteration 22Q (4012.600000 sec): 3 clusters
  Score: Raw -1144244.386287 + Penalty 3026.750171 = -1141217.636116
  nChanged 47
		SP:Iteration 23Q (4012.840000 sec): 3 clusters
  Score: Raw -1144254.300454 + Penalty 3026.750171 = -1141227.550283
  nChanged 49
		SP:Iteration 24Q (4013.070000 sec): 3 clusters
  Score: Raw -1144264.133270 + Penalty 3026.750171 = -1141237.383099
  nChanged 45
		SP:Iteration 25Q (4013.290000 sec): 3 clusters
  Score: Raw -1144272.383984 + Penalty 3026.750171 = -1141245.633812
  nChanged 51
		SP:Iteration 26Q (4013.530000 sec): 3 clusters
  Score: Raw -1144280.562014 + Penalty 3026.750171 = -1141253.811843
  nChanged 45
		SP:Iteration 27Q (4013.760000 sec): 3 clusters
  Score: Raw -1144289.262514 + Penalty 3026.750171 = -1141262.512343
  nChanged 48
		SP:Iteration 28Q (4014.010000 sec): 3 clusters
  Score: Raw -1144298.110697 + Penalty 3026.750171 = -1141271.360526
  nChanged 51
		SP:Iteration 29Q (4014.250000 sec): 3 clusters
  Score: Raw -1144308.019922 + Penalty 3026.750171 = -1141281.269751
  nChanged 52
		SP:Iteration 30Q (4014.430000 sec): 3 clusters
  Score: Raw -1144317.116178 + Penalty 3026.750171 = -1141290.366007
  nChanged 45
		SP:Iteration 31Q (4014.630000 sec): 3 clusters
  Score: Raw -1144326.413265 + Penalty 3026.750171 = -1141299.663094
  nChanged 53
		SP:Iteration 32Q (4014.870000 sec): 3 clusters
  Score: Raw -1144338.019795 + Penalty 3026.750171 = -1141311.269624
  nChanged 53
		SP:Iteration 33Q (4015.080000 sec): 3 clusters
  Score: Raw -1144347.207424 + Penalty 3026.750171 = -1141320.457253
  nChanged 46
		SP:Iteration 34Q (4015.340000 sec): 3 clusters
  Score: Raw -1144356.032981 + Penalty 3026.750171 = -1141329.282809
  nChanged 46
		SP:Iteration 35Q (4015.560000 sec): 3 clusters
  Score: Raw -1144364.251677 + Penalty 3026.750171 = -1141337.501506
  nChanged 45
		SP:Iteration 36Q (4015.790000 sec): 3 clusters
  Score: Raw -1144373.223647 + Penalty 3026.750171 = -1141346.473476
  nChanged 47
		SP:Iteration 37Q (4015.980000 sec): 3 clusters
  Score: Raw -1144384.953170 + Penalty 3026.750171 = -1141358.202999
  nChanged 51
		SP:Iteration 38Q (4016.210000 sec): 3 clusters
  Score: Raw -1144398.854652 + Penalty 3026.750171 = -1141372.104481
  nChanged 63
		SP:Iteration 39Q (4016.420000 sec): 3 clusters
  Score: Raw -1144417.167068 + Penalty 3026.750171 = -1141390.416897
  nChanged 69
		SP:Iteration 40F (4016.670000 sec): 3 clusters
  Score: Raw -1144431.305717 + Penalty 3026.750171 = -1141404.555546
  nChanged 46
		SP:Iteration 41Q (4016.920000 sec): 3 clusters
  Score: Raw -1144439.475375 + Penalty 3026.750171 = -1141412.725204
  nChanged 33
		SP:Iteration 42Q (4017.130000 sec): 3 clusters
  Score: Raw -1144447.057648 + Penalty 3026.750171 = -1141420.307477
  nChanged 43
		SP:Iteration 43Q (4017.360000 sec): 3 clusters
  Score: Raw -1144455.055596 + Penalty 3026.750171 = -1141428.305424
  nChanged 41
		SP:Iteration 44Q (4017.580000 sec): 3 clusters
  Score: Raw -1144464.375566 + Penalty 3026.750171 = -1141437.625395
  nChanged 38
		SP:Iteration 45Q (4017.820000 sec): 3 clusters
  Score: Raw -1144470.946764 + Penalty 3026.750171 = -1141444.196593
  nChanged 29
		SP:Iteration 46Q (4018.030000 sec): 3 clusters
  Score: Raw -1144475.782226 + Penalty 3026.750171 = -1141449.032055
  nChanged 23
		SP:Iteration 47Q (4018.250000 sec): 3 clusters
  Score: Raw -1144479.812231 + Penalty 3026.750171 = -1141453.062060
  nChanged 31
		SP:Iteration 48Q (4018.450000 sec): 3 clusters
  Score: Raw -1144484.850463 + Penalty 3026.750171 = -1141458.100292
  nChanged 26
		SP:Iteration 49Q (4018.680000 sec): 3 clusters
  Score: Raw -1144490.314736 + Penalty 3026.750171 = -1141463.564565
  nChanged 30
		SP:Iteration 50Q (4018.860000 sec): 3 clusters
  Score: Raw -1144498.168857 + Penalty 3026.750171 = -1141471.418686
  nChanged 36
		SP:Iteration 51Q (4019.100000 sec): 3 clusters
  Score: Raw -1144508.507287 + Penalty 3026.750171 = -1141481.757116
  nChanged 53
		SP:Iteration 52Q (4019.300000 sec): 3 clusters
  Score: Raw -1144523.169803 + Penalty 3026.750171 = -1141496.419631
  nChanged 61
		SP:Iteration 53Q (4019.530000 sec): 3 clusters
  Score: Raw -1144538.992647 + Penalty 3026.750171 = -1141512.242476
  nChanged 56
		SP:Iteration 54Q (4019.750000 sec): 3 clusters
  Score: Raw -1144550.991245 + Penalty 3026.750171 = -1141524.241074
  nChanged 44
		SP:Iteration 55Q (4019.960000 sec): 3 clusters
  Score: Raw -1144558.383292 + Penalty 3026.750171 = -1141531.633121
  nChanged 35
		SP:Iteration 56Q (4020.210000 sec): 3 clusters
  Score: Raw -1144566.897737 + Penalty 3026.750171 = -1141540.147566
  nChanged 41
		SP:Iteration 57Q (4020.400000 sec): 3 clusters
  Score: Raw -1144575.664644 + Penalty 3026.750171 = -1141548.914473
  nChanged 39
		SP:Iteration 58Q (4020.610000 sec): 3 clusters
  Score: Raw -1144582.660056 + Penalty 3026.750171 = -1141555.909885
  nChanged 27
		SP:Iteration 59Q (4020.860000 sec): 3 clusters
  Score: Raw -1144586.902627 + Penalty 3026.750171 = -1141560.152456
  nChanged 26
		SP:Iteration 60F (4021.060000 sec): 3 clusters
  Score: Raw -1144589.553330 + Penalty 3026.750171 = -1141562.803159
  nChanged 11
		SP:Iteration 61Q (4021.260000 sec): 3 clusters
  Score: Raw -1144591.277992 + Penalty 3026.750171 = -1141564.527821
  nChanged 12
		SP:Iteration 62Q (4021.500000 sec): 3 clusters
  Score: Raw -1144593.205753 + Penalty 3026.750171 = -1141566.455582
  nChanged 17
		SP:Iteration 63Q (4021.700000 sec): 3 clusters
  Score: Raw -1144594.772807 + Penalty 3026.750171 = -1141568.022636
  nChanged 17
		SP:Iteration 64Q (4021.900000 sec): 3 clusters
  Score: Raw -1144596.893552 + Penalty 3026.750171 = -1141570.143381
  nChanged 25
		SP:Iteration 65Q (4022.160000 sec): 3 clusters
  Score: Raw -1144600.550065 + Penalty 3026.750171 = -1141573.799894
  nChanged 30
		SP:Iteration 66Q (4022.380000 sec): 3 clusters
  Score: Raw -1144605.814620 + Penalty 3026.750171 = -1141579.064449
  nChanged 26
		SP:Iteration 67Q (4022.620000 sec): 3 clusters
  Score: Raw -1144609.416430 + Penalty 3026.750171 = -1141582.666259
  nChanged 17
		SP:Iteration 68Q (4022.800000 sec): 3 clusters
  Score: Raw -1144611.750336 + Penalty 3026.750171 = -1141585.000165
  nChanged 25
		SP:Iteration 69Q (4023.010000 sec): 3 clusters
  Score: Raw -1144616.074845 + Penalty 3026.750171 = -1141589.324674
  nChanged 25
		SP:Iteration 70Q (4023.250000 sec): 3 clusters
  Score: Raw -1144620.986986 + Penalty 3026.750171 = -1141594.236815
  nChanged 35
		SP:Iteration 71Q (4023.470000 sec): 3 clusters
  Score: Raw -1144626.864736 + Penalty 3026.750171 = -1141600.114565
  nChanged 34
		SP:Iteration 72Q (4023.700000 sec): 3 clusters
  Score: Raw -1144632.851262 + Penalty 3026.750171 = -1141606.101091
  nChanged 27
		SP:Iteration 73Q (4023.950000 sec): 3 clusters
  Score: Raw -1144636.196880 + Penalty 3026.750171 = -1141609.446709
  nChanged 23
		SP:Iteration 74Q (4024.170000 sec): 3 clusters
  Score: Raw -1144638.519949 + Penalty 3026.750171 = -1141611.769778
  nChanged 13
		SP:Iteration 75Q (4024.410000 sec): 3 clusters
  Score: Raw -1144639.756524 + Penalty 3026.750171 = -1141613.006352
  nChanged 9
		SP:Iteration 76Q (4024.650000 sec): 3 clusters
  Score: Raw -1144640.935587 + Penalty 3026.750171 = -1141614.185416
  nChanged 10
		SP:Iteration 77Q (4024.830000 sec): 3 clusters
  Score: Raw -1144642.333873 + Penalty 3026.750171 = -1141615.583702
  nChanged 16
		SP:Iteration 78Q (4025.040000 sec): 3 clusters
  Score: Raw -1144643.959171 + Penalty 3026.750171 = -1141617.209000
  nChanged 13
		SP:Iteration 79Q (4025.290000 sec): 3 clusters
  Score: Raw -1144645.322399 + Penalty 3026.750171 = -1141618.572228
  nChanged 10
		SP:Iteration 80F (4025.480000 sec): 3 clusters
  Score: Raw -1144646.144199 + Penalty 3026.750171 = -1141619.394028
  nChanged 7
		SP:Iteration 81Q (4025.710000 sec): 3 clusters
  Score: Raw -1144646.770443 + Penalty 3026.750171 = -1141620.020272
  nChanged 5
		SP:Iteration 82Q (4025.910000 sec): 3 clusters
  Score: Raw -1144647.358787 + Penalty 3026.750171 = -1141620.608616
  nChanged 4
		SP:Iteration 83Q (4026.160000 sec): 3 clusters
  Score: Raw -1144647.803157 + Penalty 3026.750171 = -1141621.052986
  nChanged 3
		SP:Iteration 84Q (4026.370000 sec): 3 clusters
  Score: Raw -1144647.980938 + Penalty 3026.750171 = -1141621.230767
  nChanged 4
		SP:Iteration 85Q (4026.610000 sec): 3 clusters
  Score: Raw -1144648.330038 + Penalty 3026.750171 = -1141621.579867
  nChanged 2
		SP:Iteration 86Q (4026.870000 sec): 3 clusters
  Score: Raw -1144648.630324 + Penalty 3026.750171 = -1141621.880152
  nChanged 3
		SP:Iteration 87Q (4027.090000 sec): 3 clusters
  Score: Raw -1144649.178973 + Penalty 3026.750171 = -1141622.428802
  nChanged 6
		SP:Iteration 88Q (4027.330000 sec): 3 clusters
  Score: Raw -1144649.711723 + Penalty 3026.750171 = -1141622.961552
  nChanged 3
		SP:Iteration 89Q (4027.540000 sec): 3 clusters
  Score: Raw -1144649.884118 + Penalty 3026.750171 = -1141623.133947
  nChanged 3
		SP:Iteration 90Q (4027.770000 sec): 3 clusters
  Score: Raw -1144650.094115 + Penalty 3026.750171 = -1141623.343944
  nChanged 2
		SP:Iteration 91Q (4027.960000 sec): 3 clusters
  Score: Raw -1144650.257862 + Penalty 3026.750171 = -1141623.507691
  nChanged 4
		SP:Iteration 92Q (4028.210000 sec): 3 clusters
  Score: Raw -1144650.498297 + Penalty 3026.750171 = -1141623.748126
  nChanged 5
		SP:Iteration 93Q (4028.370000 sec): 3 clusters
  Score: Raw -1144650.806828 + Penalty 3026.750171 = -1141624.056657
  nChanged 2
		SP:Iteration 94Q (4028.600000 sec): 3 clusters
  Score: Raw -1144650.963878 + Penalty 3026.750171 = -1141624.213707
  nChanged 2
		SP:Iteration 95Q (4028.810000 sec): 3 clusters
  Score: Raw -1144651.169014 + Penalty 3026.750171 = -1141624.418843
  nChanged 4
		SP:Iteration 96Q (4029.030000 sec): 3 clusters
  Score: Raw -1144651.377789 + Penalty 3026.750171 = -1141624.627618
  nChanged 4
		SP:Iteration 97Q (4029.270000 sec): 3 clusters
  Score: Raw -1144651.620460 + Penalty 3026.750171 = -1141624.870289
  nChanged 5
		SP:Iteration 98Q (4029.520000 sec): 3 clusters
  Score: Raw -1144652.368684 + Penalty 3026.750171 = -1141625.618513
  nChanged 6
		SP:Iteration 99Q (4029.730000 sec): 3 clusters
  Score: Raw -1144652.696298 + Penalty 3026.750171 = -1141625.946127
  nChanged 1
		SP:Iteration 100F (4029.980000 sec): 3 clusters
  Score: Raw -1144652.740010 + Penalty 3026.750171 = -1141625.989839
  nChanged 1
		SP:Iteration 101Q (4030.190000 sec): 3 clusters
  Score: Raw -1144652.766125 + Penalty 3026.750171 = -1141626.015954
  nChanged 0
		SP:Iteration 102F (4030.430000 sec): 3 clusters
  Score: Raw -1144652.766125 + Penalty 3026.750171 = -1141626.015954
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (13837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4030.620000 sec): 2 clusters
  Score: Raw -1485553.583741 + Penalty 1549.453984 = -1484004.129757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4030.850000 sec): 3 clusters
  Score: Raw -1477506.964889 + Penalty 3098.907969 = -1474408.056920
  nChanged 6112
		SP:Iteration 1F (4031.130000 sec): 3 clusters
  Score: Raw -1480941.286212 + Penalty 3098.907969 = -1477842.378243
  nChanged 949
		SP:Iteration 2F (4031.340000 sec): 3 clusters
  Score: Raw -1481439.499533 + Penalty 3098.907969 = -1478340.591564
  nChanged 852
		SP:Iteration 3F (4031.570000 sec): 3 clusters
  Score: Raw -1481892.978253 + Penalty 3098.907969 = -1478794.070285
  nChanged 806
		SP:Iteration 4F (4031.820000 sec): 3 clusters
  Score: Raw -1482379.053449 + Penalty 3098.907969 = -1479280.145480
  nChanged 848
		SP:Iteration 5F (4032.060000 sec): 3 clusters
  Score: Raw -1482968.300957 + Penalty 3098.907969 = -1479869.392988
  nChanged 867
		SP:Iteration 6F (4032.290000 sec): 3 clusters
  Score: Raw -1483626.047862 + Penalty 3098.907969 = -1480527.139893
  nChanged 804
		SP:Iteration 7F (4032.580000 sec): 3 clusters
  Score: Raw -1484205.387249 + Penalty 3098.907969 = -1481106.479280
  nChanged 704
		SP:Iteration 8F (4032.820000 sec): 3 clusters
  Score: Raw -1484654.552477 + Penalty 3098.907969 = -1481555.644508
  nChanged 555
		SP:Iteration 9Q (4033.040000 sec): 3 clusters
  Score: Raw -1484988.317392 + Penalty 3098.907969 = -1481889.409423
  nChanged 436
		SP:Iteration 10Q (4033.300000 sec): 3 clusters
  Score: Raw -1485195.743085 + Penalty 3098.907969 = -1482096.835116
  nChanged 332
		SP:Iteration 11Q (4033.540000 sec): 3 clusters
  Score: Raw -1485356.781577 + Penalty 3098.907969 = -1482257.873608
  nChanged 274
		SP:Iteration 12Q (4033.780000 sec): 3 clusters
  Score: Raw -1485473.826370 + Penalty 3098.907969 = -1482374.918401
  nChanged 252
		SP:Iteration 13Q (4034.010000 sec): 3 clusters
  Score: Raw -1485563.353347 + Penalty 3098.907969 = -1482464.445378
  nChanged 189
		SP:Iteration 14Q (4034.250000 sec): 3 clusters
  Score: Raw -1485625.193093 + Penalty 3098.907969 = -1482526.285124
  nChanged 160
		SP:Iteration 15Q (4034.520000 sec): 3 clusters
  Score: Raw -1485673.001613 + Penalty 3098.907969 = -1482574.093644
  nChanged 152
		SP:Iteration 16Q (4034.760000 sec): 3 clusters
  Score: Raw -1485717.854893 + Penalty 3098.907969 = -1482618.946924
  nChanged 147
		SP:Iteration 17Q (4035.020000 sec): 3 clusters
  Score: Raw -1485754.670852 + Penalty 3098.907969 = -1482655.762883
  nChanged 136
		SP:Iteration 18Q (4035.320000 sec): 3 clusters
  Score: Raw -1485789.374595 + Penalty 3098.907969 = -1482690.466626
  nChanged 130
		SP:Iteration 19Q (4035.540000 sec): 3 clusters
  Score: Raw -1485820.573369 + Penalty 3098.907969 = -1482721.665400
  nChanged 113
		SP:Iteration 20F (4035.800000 sec): 3 clusters
  Score: Raw -1485846.948428 + Penalty 3098.907969 = -1482748.040459
  nChanged 104
		SP:Iteration 21Q (4036.060000 sec): 3 clusters
  Score: Raw -1485868.530379 + Penalty 3098.907969 = -1482769.622410
  nChanged 107
		SP:Iteration 22Q (4036.370000 sec): 3 clusters
  Score: Raw -1485890.200538 + Penalty 3098.907969 = -1482791.292569
  nChanged 97
		SP:Iteration 23Q (4036.590000 sec): 3 clusters
  Score: Raw -1485908.087568 + Penalty 3098.907969 = -1482809.179599
  nChanged 95
		SP:Iteration 24Q (4036.840000 sec): 3 clusters
  Score: Raw -1485926.149846 + Penalty 3098.907969 = -1482827.241878
  nChanged 83
		SP:Iteration 25Q (4037.120000 sec): 3 clusters
  Score: Raw -1485944.203071 + Penalty 3098.907969 = -1482845.295102
  nChanged 88
		SP:Iteration 26Q (4037.380000 sec): 3 clusters
  Score: Raw -1485961.967300 + Penalty 3098.907969 = -1482863.059331
  nChanged 90
		SP:Iteration 27Q (4037.630000 sec): 3 clusters
  Score: Raw -1485983.926619 + Penalty 3098.907969 = -1482885.018650
  nChanged 82
		SP:Iteration 28Q (4037.850000 sec): 3 clusters
  Score: Raw -1485999.440802 + Penalty 3098.907969 = -1482900.532833
  nChanged 70
		SP:Iteration 29Q (4038.080000 sec): 3 clusters
  Score: Raw -1486012.995658 + Penalty 3098.907969 = -1482914.087690
  nChanged 70
		SP:Iteration 30Q (4038.320000 sec): 3 clusters
  Score: Raw -1486027.663497 + Penalty 3098.907969 = -1482928.755528
  nChanged 83
		SP:Iteration 31Q (4038.570000 sec): 3 clusters
  Score: Raw -1486045.541384 + Penalty 3098.907969 = -1482946.633415
  nChanged 75
		SP:Iteration 32Q (4038.800000 sec): 3 clusters
  Score: Raw -1486062.088678 + Penalty 3098.907969 = -1482963.180709
  nChanged 81
		SP:Iteration 33Q (4039.010000 sec): 3 clusters
  Score: Raw -1486081.851374 + Penalty 3098.907969 = -1482982.943405
  nChanged 87
		SP:Iteration 34Q (4039.280000 sec): 3 clusters
  Score: Raw -1486101.801684 + Penalty 3098.907969 = -1483002.893716
  nChanged 92
		SP:Iteration 35Q (4039.550000 sec): 3 clusters
  Score: Raw -1486128.821540 + Penalty 3098.907969 = -1483029.913571
  nChanged 118
		SP:Iteration 36Q (4039.770000 sec): 3 clusters
  Score: Raw -1486158.323505 + Penalty 3098.907969 = -1483059.415536
  nChanged 110
		SP:Iteration 37Q (4039.980000 sec): 3 clusters
  Score: Raw -1486181.818751 + Penalty 3098.907969 = -1483082.910782
  nChanged 107
		SP:Iteration 38Q (4040.210000 sec): 3 clusters
  Score: Raw -1486212.529826 + Penalty 3098.907969 = -1483113.621857
  nChanged 125
		SP:Iteration 39Q (4040.480000 sec): 3 clusters
  Score: Raw -1486250.691574 + Penalty 3098.907969 = -1483151.783605
  nChanged 118
		SP:Iteration 40F (4040.710000 sec): 3 clusters
  Score: Raw -1486288.378627 + Penalty 3098.907969 = -1483189.470659
  nChanged 137
		SP:Iteration 41Q (4040.920000 sec): 3 clusters
  Score: Raw -1486346.363731 + Penalty 3098.907969 = -1483247.455762
  nChanged 172
		SP:Iteration 42Q (4041.170000 sec): 3 clusters
  Score: Raw -1486439.251001 + Penalty 3098.907969 = -1483340.343032
  nChanged 211
		SP:Iteration 43Q (4041.390000 sec): 3 clusters
  Score: Raw -1486579.246799 + Penalty 3098.907969 = -1483480.338830
  nChanged 238
		SP:Iteration 44Q (4041.590000 sec): 3 clusters
  Score: Raw -1486776.420669 + Penalty 3098.907969 = -1483677.512700
  nChanged 276
		SP:Iteration 45Q (4041.890000 sec): 3 clusters
  Score: Raw -1487010.589818 + Penalty 3098.907969 = -1483911.681849
  nChanged 273
		SP:Iteration 46Q (4042.130000 sec): 3 clusters
  Score: Raw -1487257.506781 + Penalty 3098.907969 = -1484158.598812
  nChanged 275
		SP:Iteration 47Q (4042.360000 sec): 3 clusters
  Score: Raw -1487437.274268 + Penalty 3098.907969 = -1484338.366300
  nChanged 212
		SP:Iteration 48Q (4042.580000 sec): 3 clusters
  Score: Raw -1487532.017391 + Penalty 3098.907969 = -1484433.109422
  nChanged 137
		SP:Iteration 49Q (4042.790000 sec): 3 clusters
  Score: Raw -1487572.296995 + Penalty 3098.907969 = -1484473.389026
  nChanged 89
		SP:Iteration 50Q (4042.980000 sec): 3 clusters
  Score: Raw -1487596.024166 + Penalty 3098.907969 = -1484497.116197
  nChanged 71
		SP:Iteration 51Q (4043.200000 sec): 3 clusters
  Score: Raw -1487612.052257 + Penalty 3098.907969 = -1484513.144288
  nChanged 53
		SP:Iteration 52Q (4043.430000 sec): 3 clusters
  Score: Raw -1487620.126688 + Penalty 3098.907969 = -1484521.218719
  nChanged 43
		SP:Iteration 53Q (4043.680000 sec): 3 clusters
  Score: Raw -1487626.352860 + Penalty 3098.907969 = -1484527.444891
  nChanged 29
		SP:Iteration 54Q (4043.870000 sec): 3 clusters
  Score: Raw -1487629.511917 + Penalty 3098.907969 = -1484530.603948
  nChanged 18
		SP:Iteration 55Q (4044.130000 sec): 3 clusters
  Score: Raw -1487631.294227 + Penalty 3098.907969 = -1484532.386258
  nChanged 11
		SP:Iteration 56Q (4044.340000 sec): 3 clusters
  Score: Raw -1487632.517668 + Penalty 3098.907969 = -1484533.609699
  nChanged 14
		SP:Iteration 57Q (4044.570000 sec): 3 clusters
  Score: Raw -1487634.288848 + Penalty 3098.907969 = -1484535.380879
  nChanged 15
		SP:Iteration 58Q (4044.830000 sec): 3 clusters
  Score: Raw -1487636.107856 + Penalty 3098.907969 = -1484537.199887
  nChanged 12
		SP:Iteration 59Q (4045.100000 sec): 3 clusters
  Score: Raw -1487637.636365 + Penalty 3098.907969 = -1484538.728396
  nChanged 8
		SP:Iteration 60F (4045.320000 sec): 3 clusters
  Score: Raw -1487638.506583 + Penalty 3098.907969 = -1484539.598614
  nChanged 9
		SP:Iteration 61Q (4045.500000 sec): 3 clusters
  Score: Raw -1487639.686615 + Penalty 3098.907969 = -1484540.778646
  nChanged 9
		SP:Iteration 62Q (4045.770000 sec): 3 clusters
  Score: Raw -1487640.262890 + Penalty 3098.907969 = -1484541.354921
  nChanged 7
		SP:Iteration 63Q (4045.950000 sec): 3 clusters
  Score: Raw -1487640.978123 + Penalty 3098.907969 = -1484542.070154
  nChanged 8
		SP:Iteration 64Q (4046.210000 sec): 3 clusters
  Score: Raw -1487641.769599 + Penalty 3098.907969 = -1484542.861630
  nChanged 9
		SP:Iteration 65Q (4046.410000 sec): 3 clusters
  Score: Raw -1487642.633122 + Penalty 3098.907969 = -1484543.725153
  nChanged 5
		SP:Iteration 66Q (4046.680000 sec): 3 clusters
  Score: Raw -1487643.016129 + Penalty 3098.907969 = -1484544.108161
  nChanged 6
		SP:Iteration 67Q (4046.870000 sec): 3 clusters
  Score: Raw -1487643.546125 + Penalty 3098.907969 = -1484544.638156
  nChanged 5
		SP:Iteration 68Q (4047.110000 sec): 3 clusters
  Score: Raw -1487643.826606 + Penalty 3098.907969 = -1484544.918637
  nChanged 5
		SP:Iteration 69Q (4047.370000 sec): 3 clusters
  Score: Raw -1487644.118943 + Penalty 3098.907969 = -1484545.210974
  nChanged 2
		SP:Iteration 70Q (4047.600000 sec): 3 clusters
  Score: Raw -1487644.205438 + Penalty 3098.907969 = -1484545.297469
  nChanged 1
		SP:Iteration 71Q (4047.810000 sec): 3 clusters
  Score: Raw -1487644.296710 + Penalty 3098.907969 = -1484545.388741
  nChanged 0
		SP:Iteration 72F (4048.010000 sec): 3 clusters
  Score: Raw -1487644.296710 + Penalty 3098.907969 = -1484545.388741
  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 9.11 GB.

 Trying to split cluster 25 (26481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4048.230000 sec): 2 clusters
  Score: Raw -2860743.750597 + Penalty 1654.929701 = -2859088.820896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4048.520000 sec): 3 clusters
  Score: Raw -2844505.865481 + Penalty 3309.859401 = -2841196.006080
  nChanged 12082
		SP:Iteration 1F (4048.810000 sec): 3 clusters
  Score: Raw -2851385.453933 + Penalty 3309.859401 = -2848075.594532
  nChanged 1548
		SP:Iteration 2F (4049.140000 sec): 3 clusters
  Score: Raw -2852135.596793 + Penalty 3309.859401 = -2848825.737392
  nChanged 1565
		SP:Iteration 3F (4049.410000 sec): 3 clusters
  Score: Raw -2853095.856101 + Penalty 3309.859401 = -2849785.996700
  nChanged 1676
		SP:Iteration 4F (4049.740000 sec): 3 clusters
  Score: Raw -2854223.401610 + Penalty 3309.859401 = -2850913.542209
  nChanged 1677
		SP:Iteration 5F (4049.980000 sec): 3 clusters
  Score: Raw -2855192.110613 + Penalty 3309.859401 = -2851882.251212
  nChanged 1546
		SP:Iteration 6F (4050.330000 sec): 3 clusters
  Score: Raw -2855956.698084 + Penalty 3309.859401 = -2852646.838682
  nChanged 1275
		SP:Iteration 7Q (4050.620000 sec): 3 clusters
  Score: Raw -2856628.153547 + Penalty 3309.859401 = -2853318.294146
  nChanged 1152
		SP:Iteration 8Q (4050.930000 sec): 3 clusters
  Score: Raw -2857252.941594 + Penalty 3309.859401 = -2853943.082193
  nChanged 1058
		SP:Iteration 9Q (4051.220000 sec): 3 clusters
  Score: Raw -2857882.699265 + Penalty 3309.859401 = -2854572.839863
  nChanged 970
		SP:Iteration 10Q (4051.530000 sec): 3 clusters
  Score: Raw -2858454.799282 + Penalty 3309.859401 = -2855144.939880
  nChanged 915
		SP:Iteration 11Q (4051.820000 sec): 3 clusters
  Score: Raw -2859029.118422 + Penalty 3309.859401 = -2855719.259021
  nChanged 877
		SP:Iteration 12Q (4052.110000 sec): 3 clusters
  Score: Raw -2859615.350544 + Penalty 3309.859401 = -2856305.491142
  nChanged 865
		SP:Iteration 13Q (4052.450000 sec): 3 clusters
  Score: Raw -2860146.586300 + Penalty 3309.859401 = -2856836.726898
  nChanged 761
		SP:Iteration 14Q (4052.730000 sec): 3 clusters
  Score: Raw -2860574.134795 + Penalty 3309.859401 = -2857264.275394
  nChanged 716
		SP:Iteration 15Q (4053.050000 sec): 3 clusters
  Score: Raw -2860974.748596 + Penalty 3309.859401 = -2857664.889194
  nChanged 621
		SP:Iteration 16Q (4053.370000 sec): 3 clusters
  Score: Raw -2861339.666628 + Penalty 3309.859401 = -2858029.807227
  nChanged 598
		SP:Iteration 17Q (4053.660000 sec): 3 clusters
  Score: Raw -2861733.110155 + Penalty 3309.859401 = -2858423.250754
  nChanged 608
		SP:Iteration 18Q (4053.990000 sec): 3 clusters
  Score: Raw -2862204.556146 + Penalty 3309.859401 = -2858894.696745
  nChanged 508
		SP:Iteration 19Q (4054.310000 sec): 3 clusters
  Score: Raw -2862653.336235 + Penalty 3309.859401 = -2859343.476833
  nChanged 410
		SP:Iteration 20F (4054.680000 sec): 3 clusters
  Score: Raw -2862964.038542 + Penalty 3309.859401 = -2859654.179140
  nChanged 286
		SP:Iteration 21Q (4055.010000 sec): 3 clusters
  Score: Raw -2863129.681442 + Penalty 3309.859401 = -2859819.822041
  nChanged 221
		SP:Iteration 22Q (4055.290000 sec): 3 clusters
  Score: Raw -2863221.690757 + Penalty 3309.859401 = -2859911.831356
  nChanged 167
		SP:Iteration 23Q (4055.580000 sec): 3 clusters
  Score: Raw -2863282.821569 + Penalty 3309.859401 = -2859972.962167
  nChanged 132
		SP:Iteration 24Q (4055.830000 sec): 3 clusters
  Score: Raw -2863336.380056 + Penalty 3309.859401 = -2860026.520654
  nChanged 140
		SP:Iteration 25Q (4056.110000 sec): 3 clusters
  Score: Raw -2863391.187264 + Penalty 3309.859401 = -2860081.327862
  nChanged 124
		SP:Iteration 26Q (4056.400000 sec): 3 clusters
  Score: Raw -2863442.290002 + Penalty 3309.859401 = -2860132.430601
  nChanged 133
		SP:Iteration 27Q (4056.690000 sec): 3 clusters
  Score: Raw -2863502.899937 + Penalty 3309.859401 = -2860193.040536
  nChanged 166
		SP:Iteration 28Q (4056.950000 sec): 3 clusters
  Score: Raw -2863597.774527 + Penalty 3309.859401 = -2860287.915125
  nChanged 194
		SP:Iteration 29Q (4057.250000 sec): 3 clusters
  Score: Raw -2863734.532511 + Penalty 3309.859401 = -2860424.673110
  nChanged 220
		SP:Iteration 30Q (4057.500000 sec): 3 clusters
  Score: Raw -2863905.995160 + Penalty 3309.859401 = -2860596.135758
  nChanged 229
		SP:Iteration 31Q (4057.750000 sec): 3 clusters
  Score: Raw -2864095.446738 + Penalty 3309.859401 = -2860785.587337
  nChanged 248
		SP:Iteration 32Q (4058.030000 sec): 3 clusters
  Score: Raw -2864290.650872 + Penalty 3309.859401 = -2860980.791471
  nChanged 263
		SP:Iteration 33Q (4058.260000 sec): 3 clusters
  Score: Raw -2864522.979753 + Penalty 3309.859401 = -2861213.120352
  nChanged 249
		SP:Iteration 34Q (4058.530000 sec): 3 clusters
  Score: Raw -2864775.677598 + Penalty 3309.859401 = -2861465.818197
  nChanged 217
		SP:Iteration 35Q (4058.780000 sec): 3 clusters
  Score: Raw -2865079.818394 + Penalty 3309.859401 = -2861769.958993
  nChanged 207
		SP:Iteration 36Q (4059.050000 sec): 3 clusters
  Score: Raw -2865452.846395 + Penalty 3309.859401 = -2862142.986994
  nChanged 148
		SP:Iteration 37Q (4059.320000 sec): 3 clusters
  Score: Raw -2865706.322929 + Penalty 3309.859401 = -2862396.463527
  nChanged 100
		SP:Iteration 38Q (4059.650000 sec): 3 clusters
  Score: Raw -2865771.012253 + Penalty 3309.859401 = -2862461.152851
  nChanged 47
		SP:Iteration 39Q (4059.960000 sec): 3 clusters
  Score: Raw -2865786.434082 + Penalty 3309.859401 = -2862476.574680
  nChanged 17
		SP:Iteration 40F (4060.270000 sec): 3 clusters
  Score: Raw -2865965.971461 + Penalty 3309.859401 = -2862656.112060
  nChanged 94
		SP:Iteration 41Q (4060.550000 sec): 3 clusters
  Score: Raw -2866033.414987 + Penalty 3309.859401 = -2862723.555585
  nChanged 56
		SP:Iteration 42Q (4060.820000 sec): 3 clusters
  Score: Raw -2866052.374168 + Penalty 3309.859401 = -2862742.514767
  nChanged 40
		SP:Iteration 43Q (4061.160000 sec): 3 clusters
  Score: Raw -2866064.251886 + Penalty 3309.859401 = -2862754.392485
  nChanged 24
		SP:Iteration 44Q (4061.470000 sec): 3 clusters
  Score: Raw -2866070.516140 + Penalty 3309.859401 = -2862760.656739
  nChanged 15
		SP:Iteration 45Q (4061.770000 sec): 3 clusters
  Score: Raw -2866072.537309 + Penalty 3309.859401 = -2862762.677908
  nChanged 6
		SP:Iteration 46Q (4062.040000 sec): 3 clusters
  Score: Raw -2866073.021923 + Penalty 3309.859401 = -2862763.162522
  nChanged 6
		SP:Iteration 47Q (4062.350000 sec): 3 clusters
  Score: Raw -2866073.596022 + Penalty 3309.859401 = -2862763.736621
  nChanged 6
		SP:Iteration 48Q (4062.630000 sec): 3 clusters
  Score: Raw -2866074.244893 + Penalty 3309.859401 = -2862764.385491
  nChanged 3
		SP:Iteration 49Q (4062.950000 sec): 3 clusters
  Score: Raw -2866074.770992 + Penalty 3309.859401 = -2862764.911591
  nChanged 3
		SP:Iteration 50Q (4063.210000 sec): 3 clusters
  Score: Raw -2866075.041496 + Penalty 3309.859401 = -2862765.182094
  nChanged 0
		SP:Iteration 51F (4063.520000 sec): 3 clusters
  Score: Raw -2866075.041496 + Penalty 3309.859401 = -2862765.182094
  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 9.11 GB.

 Trying to split cluster 26 (3136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4063.610000 sec): 2 clusters
  Score: Raw -275590.693749 + Penalty 1308.239299 = -274282.454449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4063.840000 sec): 3 clusters
  Score: Raw -274246.036066 + Penalty 2616.478599 = -271629.557467
  nChanged 1265
		SP:Iteration 1F (4064.020000 sec): 3 clusters
  Score: Raw -275555.666619 + Penalty 2616.478599 = -272939.188020
  nChanged 372
		SP:Iteration 2F (4064.170000 sec): 3 clusters
  Score: Raw -276104.529232 + Penalty 2616.478599 = -273488.050633
  nChanged 302
		SP:Iteration 3F (4064.340000 sec): 3 clusters
  Score: Raw -276502.224626 + Penalty 2616.478599 = -273885.746027
  nChanged 200
		SP:Iteration 4F (4064.530000 sec): 3 clusters
  Score: Raw -276816.059227 + Penalty 2616.478599 = -274199.580628
  nChanged 164
		SP:Iteration 5F (4064.730000 sec): 3 clusters
  Score: Raw -277146.667000 + Penalty 2616.478599 = -274530.188401
  nChanged 132
		SP:Iteration 6Q (4064.870000 sec): 3 clusters
  Score: Raw -277389.557996 + Penalty 2616.478599 = -274773.079397
  nChanged 118
		SP:Iteration 7Q (4065.070000 sec): 3 clusters
  Score: Raw -277515.884722 + Penalty 2616.478599 = -274899.406123
  nChanged 83
		SP:Iteration 8Q (4065.240000 sec): 3 clusters
  Score: Raw -277608.515142 + Penalty 2616.478599 = -274992.036543
  nChanged 56
		SP:Iteration 9Q (4065.450000 sec): 3 clusters
  Score: Raw -277668.173891 + Penalty 2616.478599 = -275051.695292
  nChanged 53
		SP:Iteration 10Q (4065.620000 sec): 3 clusters
  Score: Raw -277728.903422 + Penalty 2616.478599 = -275112.424823
  nChanged 55
		SP:Iteration 11Q (4065.820000 sec): 3 clusters
  Score: Raw -277804.903947 + Penalty 2616.478599 = -275188.425348
  nChanged 61
		SP:Iteration 12Q (4065.980000 sec): 3 clusters
  Score: Raw -277891.962732 + Penalty 2616.478599 = -275275.484133
  nChanged 54
		SP:Iteration 13Q (4066.200000 sec): 3 clusters
  Score: Raw -277961.440663 + Penalty 2616.478599 = -275344.962064
  nChanged 42
		SP:Iteration 14Q (4066.350000 sec): 3 clusters
  Score: Raw -278052.742690 + Penalty 2616.478599 = -275436.264091
  nChanged 36
		SP:Iteration 15Q (4066.520000 sec): 3 clusters
  Score: Raw -278106.920285 + Penalty 2616.478599 = -275490.441686
  nChanged 44
		SP:Iteration 16Q (4066.720000 sec): 3 clusters
  Score: Raw -278202.754450 + Penalty 2616.478599 = -275586.275851
  nChanged 27
		SP:Iteration 17Q (4066.910000 sec): 3 clusters
  Score: Raw -278260.799088 + Penalty 2616.478599 = -275644.320490
  nChanged 21
		SP:Iteration 18Q (4067.100000 sec): 3 clusters
  Score: Raw -278288.169922 + Penalty 2616.478599 = -275671.691323
  nChanged 21
		SP:Iteration 19Q (4067.260000 sec): 3 clusters
  Score: Raw -278312.586522 + Penalty 2616.478599 = -275696.107923
  nChanged 18
		SP:Iteration 20F (4067.380000 sec): 3 clusters
  Score: Raw -278432.973623 + Penalty 2616.478599 = -275816.495024
  nChanged 25
		SP:Iteration 21Q (4067.540000 sec): 3 clusters
  Score: Raw -278550.794815 + Penalty 2616.478599 = -275934.316216
  nChanged 42
		SP:Iteration 22Q (4067.700000 sec): 3 clusters
  Score: Raw -278592.021481 + Penalty 2616.478599 = -275975.542882
  nChanged 30
		SP:Iteration 23Q (4067.850000 sec): 3 clusters
  Score: Raw -278632.227463 + Penalty 2616.478599 = -276015.748864
  nChanged 23
		SP:Iteration 24Q (4067.980000 sec): 3 clusters
  Score: Raw -278658.954842 + Penalty 2616.478599 = -276042.476243
  nChanged 31
		SP:Iteration 25Q (4068.170000 sec): 3 clusters
  Score: Raw -278696.428080 + Penalty 2616.478599 = -276079.949481
  nChanged 31
		SP:Iteration 26Q (4068.350000 sec): 3 clusters
  Score: Raw -278720.888583 + Penalty 2616.478599 = -276104.409984
  nChanged 21
		SP:Iteration 27Q (4068.500000 sec): 3 clusters
  Score: Raw -278733.961252 + Penalty 2616.478599 = -276117.482653
  nChanged 15
		SP:Iteration 28Q (4068.690000 sec): 3 clusters
  Score: Raw -278742.346557 + Penalty 2616.478599 = -276125.867958
  nChanged 10
		SP:Iteration 29Q (4068.900000 sec): 3 clusters
  Score: Raw -278749.060663 + Penalty 2616.478599 = -276132.582064
  nChanged 12
		SP:Iteration 30Q (4069.030000 sec): 3 clusters
  Score: Raw -278759.771969 + Penalty 2616.478599 = -276143.293370
  nChanged 20
		SP:Iteration 31Q (4069.210000 sec): 3 clusters
  Score: Raw -278776.252420 + Penalty 2616.478599 = -276159.773821
  nChanged 20
		SP:Iteration 32Q (4069.440000 sec): 3 clusters
  Score: Raw -278796.585927 + Penalty 2616.478599 = -276180.107328
  nChanged 18
		SP:Iteration 33Q (4069.630000 sec): 3 clusters
  Score: Raw -278811.681102 + Penalty 2616.478599 = -276195.202503
  nChanged 12
		SP:Iteration 34Q (4069.780000 sec): 3 clusters
  Score: Raw -278819.250680 + Penalty 2616.478599 = -276202.772081
  nChanged 5
		SP:Iteration 35Q (4069.960000 sec): 3 clusters
  Score: Raw -278823.992961 + Penalty 2616.478599 = -276207.514362
  nChanged 6
		SP:Iteration 36Q (4070.140000 sec): 3 clusters
  Score: Raw -278825.370415 + Penalty 2616.478599 = -276208.891816
  nChanged 0
		SP:Iteration 37F (4070.340000 sec): 3 clusters
  Score: Raw -278825.890847 + Penalty 2616.478599 = -276209.412248
  nChanged 1
		SP:Iteration 38Q (4070.510000 sec): 3 clusters
  Score: Raw -278826.956929 + Penalty 2616.478599 = -276210.478330
  nChanged 2
		SP:Iteration 39Q (4070.680000 sec): 3 clusters
  Score: Raw -278827.313377 + Penalty 2616.478599 = -276210.834778
  nChanged 0
		SP:Iteration 40F (4070.860000 sec): 3 clusters
  Score: Raw -278827.313377 + Penalty 2616.478599 = -276210.834778
  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 9.11 GB.

 Trying to split cluster 27 (150917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4071.800000 sec): 2 clusters
  Score: Raw -15750863.491476 + Penalty 1937.728861 = -15748925.762615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4072.700000 sec): 3 clusters
  Score: Raw -15651679.153601 + Penalty 3875.457721 = -15647803.695879
  nChanged 72692
		SP:Iteration 1F (4073.490000 sec): 3 clusters
  Score: Raw -15695995.883814 + Penalty 3875.457721 = -15692120.426092
  nChanged 6281
		SP:Iteration 2Q (4074.440000 sec): 3 clusters
  Score: Raw -15698297.641392 + Penalty 3875.457721 = -15694422.183671
  nChanged 7079
		SP:Iteration 3Q (4075.390000 sec): 3 clusters
  Score: Raw -15701315.927447 + Penalty 3875.457721 = -15697440.469726
  nChanged 7668
		SP:Iteration 4F (4076.220000 sec): 3 clusters
  Score: Raw -15704793.641140 + Penalty 3875.457721 = -15700918.183419
  nChanged 8070
		SP:Iteration 5F (4077.010000 sec): 3 clusters
  Score: Raw -15708551.353690 + Penalty 3875.457721 = -15704675.895969
  nChanged 8041
		SP:Iteration 6F (4077.810000 sec): 3 clusters
  Score: Raw -15712213.838834 + Penalty 3875.457721 = -15708338.381113
  nChanged 7880
		SP:Iteration 7F (4078.650000 sec): 3 clusters
  Score: Raw -15715859.278533 + Penalty 3875.457721 = -15711983.820812
  nChanged 7380
		SP:Iteration 8Q (4079.630000 sec): 3 clusters
  Score: Raw -15719306.666103 + Penalty 3875.457721 = -15715431.208381
  nChanged 7017
		SP:Iteration 9Q (4080.530000 sec): 3 clusters
  Score: Raw -15722668.691323 + Penalty 3875.457721 = -15718793.233602
  nChanged 6428
		SP:Iteration 10Q (4081.460000 sec): 3 clusters
  Score: Raw -15725589.989809 + Penalty 3875.457721 = -15721714.532088
  nChanged 5581
		SP:Iteration 11Q (4082.440000 sec): 3 clusters
  Score: Raw -15727899.035644 + Penalty 3875.457721 = -15724023.577923
  nChanged 4848
		SP:Iteration 12Q (4083.470000 sec): 3 clusters
  Score: Raw -15729715.010206 + Penalty 3875.457721 = -15725839.552485
  nChanged 4132
		SP:Iteration 13Q (4084.570000 sec): 3 clusters
  Score: Raw -15731219.228611 + Penalty 3875.457721 = -15727343.770890
  nChanged 3603
		SP:Iteration 14Q (4085.630000 sec): 3 clusters
  Score: Raw -15732487.639836 + Penalty 3875.457721 = -15728612.182115
  nChanged 3109
		SP:Iteration 15Q (4086.570000 sec): 3 clusters
  Score: Raw -15733560.690911 + Penalty 3875.457721 = -15729685.233190
  nChanged 2808
		SP:Iteration 16Q (4087.580000 sec): 3 clusters
  Score: Raw -15734415.416397 + Penalty 3875.457721 = -15730539.958676
  nChanged 2427
		SP:Iteration 17Q (4088.450000 sec): 3 clusters
  Score: Raw -15735119.216517 + Penalty 3875.457721 = -15731243.758796
  nChanged 2085
		SP:Iteration 18Q (4089.460000 sec): 3 clusters
  Score: Raw -15735645.472437 + Penalty 3875.457721 = -15731770.014716
  nChanged 1858
		SP:Iteration 19Q (4090.370000 sec): 3 clusters
  Score: Raw -15736085.401586 + Penalty 3875.457721 = -15732209.943864
  nChanged 1664
		SP:Iteration 20F (4091.310000 sec): 3 clusters
  Score: Raw -15736467.477837 + Penalty 3875.457721 = -15732592.020116
  nChanged 1558
		SP:Iteration 21Q (4092.150000 sec): 3 clusters
  Score: Raw -15736823.917670 + Penalty 3875.457721 = -15732948.459949
  nChanged 1540
		SP:Iteration 22Q (4093.200000 sec): 3 clusters
  Score: Raw -15737172.818108 + Penalty 3875.457721 = -15733297.360387
  nChanged 1491
		SP:Iteration 23Q (4094.140000 sec): 3 clusters
  Score: Raw -15737512.129460 + Penalty 3875.457721 = -15733636.671739
  nChanged 1492
		SP:Iteration 24Q (4095.110000 sec): 3 clusters
  Score: Raw -15737872.318458 + Penalty 3875.457721 = -15733996.860737
  nChanged 1478
		SP:Iteration 25Q (4096.010000 sec): 3 clusters
  Score: Raw -15738222.548547 + Penalty 3875.457721 = -15734347.090826
  nChanged 1523
		SP:Iteration 26Q (4096.970000 sec): 3 clusters
  Score: Raw -15738581.985691 + Penalty 3875.457721 = -15734706.527970
  nChanged 1517
		SP:Iteration 27Q (4097.950000 sec): 3 clusters
  Score: Raw -15738944.190195 + Penalty 3875.457721 = -15735068.732474
  nChanged 1497
		SP:Iteration 28Q (4098.880000 sec): 3 clusters
  Score: Raw -15739313.347432 + Penalty 3875.457721 = -15735437.889711
  nChanged 1592
		SP:Iteration 29Q (4099.880000 sec): 3 clusters
  Score: Raw -15739713.421888 + Penalty 3875.457721 = -15735837.964167
  nChanged 1575
		SP:Iteration 30Q (4100.870000 sec): 3 clusters
  Score: Raw -15740118.908812 + Penalty 3875.457721 = -15736243.451090
  nChanged 1545
		SP:Iteration 31Q (4101.860000 sec): 3 clusters
  Score: Raw -15740497.219393 + Penalty 3875.457721 = -15736621.761672
  nChanged 1485
		SP:Iteration 32Q (4102.750000 sec): 3 clusters
  Score: Raw -15740867.810376 + Penalty 3875.457721 = -15736992.352654
  nChanged 1509
		SP:Iteration 33Q (4103.700000 sec): 3 clusters
  Score: Raw -15741248.126744 + Penalty 3875.457721 = -15737372.669023
  nChanged 1490
		SP:Iteration 34Q (4104.730000 sec): 3 clusters
  Score: Raw -15741650.646204 + Penalty 3875.457721 = -15737775.188483
  nChanged 1473
		SP:Iteration 35Q (4105.770000 sec): 3 clusters
  Score: Raw -15742041.812422 + Penalty 3875.457721 = -15738166.354701
  nChanged 1534
		SP:Iteration 36Q (4106.710000 sec): 3 clusters
  Score: Raw -15742469.534935 + Penalty 3875.457721 = -15738594.077213
  nChanged 1576
		SP:Iteration 37Q (4107.550000 sec): 3 clusters
  Score: Raw -15742924.948196 + Penalty 3875.457721 = -15739049.490475
  nChanged 1544
		SP:Iteration 38Q (4108.250000 sec): 3 clusters
  Score: Raw -15743366.969329 + Penalty 3875.457721 = -15739491.511608
  nChanged 1525
		SP:Iteration 39Q (4109.090000 sec): 3 clusters
  Score: Raw -15743826.309691 + Penalty 3875.457721 = -15739950.851970
  nChanged 1587
		SP:Iteration 40F (4109.930000 sec): 3 clusters
  Score: Raw -15744319.602094 + Penalty 3875.457721 = -15740444.144373
  nChanged 1530
		SP:Iteration 41Q (4110.710000 sec): 3 clusters
  Score: Raw -15744814.089484 + Penalty 3875.457721 = -15740938.631763
  nChanged 1564
		SP:Iteration 42Q (4111.600000 sec): 3 clusters
  Score: Raw -15745330.184955 + Penalty 3875.457721 = -15741454.727234
  nChanged 1531
		SP:Iteration 43Q (4112.450000 sec): 3 clusters
  Score: Raw -15745843.257280 + Penalty 3875.457721 = -15741967.799558
  nChanged 1543
		SP:Iteration 44Q (4113.380000 sec): 3 clusters
  Score: Raw -15746362.504063 + Penalty 3875.457721 = -15742487.046342
  nChanged 1447
		SP:Iteration 45Q (4114.270000 sec): 3 clusters
  Score: Raw -15746847.058262 + Penalty 3875.457721 = -15742971.600541
  nChanged 1412
		SP:Iteration 46Q (4115.120000 sec): 3 clusters
  Score: Raw -15747341.431402 + Penalty 3875.457721 = -15743465.973681
  nChanged 1372
		SP:Iteration 47Q (4115.980000 sec): 3 clusters
  Score: Raw -15747831.996547 + Penalty 3875.457721 = -15743956.538826
  nChanged 1335
		SP:Iteration 48Q (4116.960000 sec): 3 clusters
  Score: Raw -15748318.623279 + Penalty 3875.457721 = -15744443.165558
  nChanged 1248
		SP:Iteration 49Q (4117.860000 sec): 3 clusters
  Score: Raw -15748813.689515 + Penalty 3875.457721 = -15744938.231794
  nChanged 1278
		SP:Iteration 50Q (4118.750000 sec): 3 clusters
  Score: Raw -15749368.740727 + Penalty 3875.457721 = -15745493.283006
  nChanged 1198
		SP:Iteration 51Q (4119.570000 sec): 3 clusters
  Score: Raw -15749902.545196 + Penalty 3875.457721 = -15746027.087474
  nChanged 1076
		SP:Iteration 52Q (4120.460000 sec): 3 clusters
  Score: Raw -15750391.933550 + Penalty 3875.457721 = -15746516.475829
  nChanged 941
		SP:Iteration 53Q (4121.380000 sec): 3 clusters
  Score: Raw -15750812.345913 + Penalty 3875.457721 = -15746936.888191
  nChanged 832
		SP:Iteration 54Q (4122.380000 sec): 3 clusters
  Score: Raw -15751171.743599 + Penalty 3875.457721 = -15747296.285878
  nChanged 698
		SP:Iteration 55Q (4123.260000 sec): 3 clusters
  Score: Raw -15751451.866748 + Penalty 3875.457721 = -15747576.409027
  nChanged 565
		SP:Iteration 56Q (4124.150000 sec): 3 clusters
  Score: Raw -15751678.722438 + Penalty 3875.457721 = -15747803.264717
  nChanged 463
		SP:Iteration 57Q (4124.950000 sec): 3 clusters
  Score: Raw -15751851.807296 + Penalty 3875.457721 = -15747976.349574
  nChanged 369
		SP:Iteration 58Q (4125.760000 sec): 3 clusters
  Score: Raw -15751975.108760 + Penalty 3875.457721 = -15748099.651039
  nChanged 288
		SP:Iteration 59Q (4126.620000 sec): 3 clusters
  Score: Raw -15752062.538186 + Penalty 3875.457721 = -15748187.080465
  nChanged 219
		SP:Iteration 60F (4127.520000 sec): 3 clusters
  Score: Raw -15752117.706736 + Penalty 3875.457721 = -15748242.249015
  nChanged 174
		SP:Iteration 61Q (4128.440000 sec): 3 clusters
  Score: Raw -15752155.204905 + Penalty 3875.457721 = -15748279.747184
  nChanged 154
		SP:Iteration 62Q (4129.370000 sec): 3 clusters
  Score: Raw -15752186.151993 + Penalty 3875.457721 = -15748310.694272
  nChanged 124
		SP:Iteration 63Q (4130.280000 sec): 3 clusters
  Score: Raw -15752207.970866 + Penalty 3875.457721 = -15748332.513145
  nChanged 91
		SP:Iteration 64Q (4131.190000 sec): 3 clusters
  Score: Raw -15752226.375412 + Penalty 3875.457721 = -15748350.917691
  nChanged 87
		SP:Iteration 65Q (4132.010000 sec): 3 clusters
  Score: Raw -15752240.580441 + Penalty 3875.457721 = -15748365.122720
  nChanged 68
		SP:Iteration 66Q (4132.910000 sec): 3 clusters
  Score: Raw -15752250.015571 + Penalty 3875.457721 = -15748374.557850
  nChanged 51
		SP:Iteration 67Q (4133.650000 sec): 3 clusters
  Score: Raw -15752254.995861 + Penalty 3875.457721 = -15748379.538139
  nChanged 30
		SP:Iteration 68Q (4134.300000 sec): 3 clusters
  Score: Raw -15752258.786150 + Penalty 3875.457721 = -15748383.328429
  nChanged 23
		SP:Iteration 69Q (4135.060000 sec): 3 clusters
  Score: Raw -15752261.317167 + Penalty 3875.457721 = -15748385.859446
  nChanged 18
		SP:Iteration 70Q (4135.780000 sec): 3 clusters
  Score: Raw -15752262.998258 + Penalty 3875.457721 = -15748387.540537
  nChanged 15
		SP:Iteration 71Q (4136.510000 sec): 3 clusters
  Score: Raw -15752264.738554 + Penalty 3875.457721 = -15748389.280833
  nChanged 19
		SP:Iteration 72Q (4137.260000 sec): 3 clusters
  Score: Raw -15752266.596907 + Penalty 3875.457721 = -15748391.139186
  nChanged 14
		SP:Iteration 73Q (4138.130000 sec): 3 clusters
  Score: Raw -15752268.113274 + Penalty 3875.457721 = -15748392.655553
  nChanged 13
		SP:Iteration 74Q (4138.960000 sec): 3 clusters
  Score: Raw -15752269.553408 + Penalty 3875.457721 = -15748394.095686
  nChanged 14
		SP:Iteration 75Q (4139.760000 sec): 3 clusters
  Score: Raw -15752271.122562 + Penalty 3875.457721 = -15748395.664841
  nChanged 17
		SP:Iteration 76Q (4140.490000 sec): 3 clusters
  Score: Raw -15752273.136483 + Penalty 3875.457721 = -15748397.678761
  nChanged 22
		SP:Iteration 77Q (4141.210000 sec): 3 clusters
  Score: Raw -15752275.834732 + Penalty 3875.457721 = -15748400.377011
  nChanged 20
		SP:Iteration 78Q (4142.060000 sec): 3 clusters
  Score: Raw -15752278.339158 + Penalty 3875.457721 = -15748402.881437
  nChanged 17
		SP:Iteration 79Q (4142.860000 sec): 3 clusters
  Score: Raw -15752280.087137 + Penalty 3875.457721 = -15748404.629416
  nChanged 16
		SP:Iteration 80F (4143.790000 sec): 3 clusters
  Score: Raw -15752281.753205 + Penalty 3875.457721 = -15748406.295484
  nChanged 10
		SP:Iteration 81Q (4144.590000 sec): 3 clusters
  Score: Raw -15752282.733704 + Penalty 3875.457721 = -15748407.275983
  nChanged 11
		SP:Iteration 82Q (4145.410000 sec): 3 clusters
  Score: Raw -15752284.368200 + Penalty 3875.457721 = -15748408.910479
  nChanged 9
		SP:Iteration 83Q (4146.180000 sec): 3 clusters
  Score: Raw -15752285.477443 + Penalty 3875.457721 = -15748410.019722
  nChanged 12
		SP:Iteration 84Q (4146.900000 sec): 3 clusters
  Score: Raw -15752286.690401 + Penalty 3875.457721 = -15748411.232679
  nChanged 4
		SP:Iteration 85Q (4147.650000 sec): 3 clusters
  Score: Raw -15752287.107568 + Penalty 3875.457721 = -15748411.649847
  nChanged 5
		SP:Iteration 86Q (4148.400000 sec): 3 clusters
  Score: Raw -15752287.767916 + Penalty 3875.457721 = -15748412.310195
  nChanged 8
		SP:Iteration 87Q (4149.170000 sec): 3 clusters
  Score: Raw -15752288.481496 + Penalty 3875.457721 = -15748413.023775
  nChanged 8
		SP:Iteration 88Q (4149.940000 sec): 3 clusters
  Score: Raw -15752289.527586 + Penalty 3875.457721 = -15748414.069865
  nChanged 14
		SP:Iteration 89Q (4150.770000 sec): 3 clusters
  Score: Raw -15752291.067964 + Penalty 3875.457721 = -15748415.610243
  nChanged 12
		SP:Iteration 90Q (4151.490000 sec): 3 clusters
  Score: Raw -15752292.321781 + Penalty 3875.457721 = -15748416.864060
  nChanged 11
		SP:Iteration 91Q (4152.280000 sec): 3 clusters
  Score: Raw -15752294.601227 + Penalty 3875.457721 = -15748419.143506
  nChanged 11
		SP:Iteration 92Q (4153.050000 sec): 3 clusters
  Score: Raw -15752296.616235 + Penalty 3875.457721 = -15748421.158513
  nChanged 21
		SP:Iteration 93Q (4153.810000 sec): 3 clusters
  Score: Raw -15752299.043036 + Penalty 3875.457721 = -15748423.585315
  nChanged 17
		SP:Iteration 94Q (4154.570000 sec): 3 clusters
  Score: Raw -15752301.399963 + Penalty 3875.457721 = -15748425.942242
  nChanged 6
		SP:Iteration 95Q (4155.390000 sec): 3 clusters
  Score: Raw -15752302.108023 + Penalty 3875.457721 = -15748426.650302
  nChanged 5
		SP:Iteration 96Q (4156.170000 sec): 3 clusters
  Score: Raw -15752302.500313 + Penalty 3875.457721 = -15748427.042592
  nChanged 11
		SP:Iteration 97Q (4156.870000 sec): 3 clusters
  Score: Raw -15752303.573092 + Penalty 3875.457721 = -15748428.115371
  nChanged 7
		SP:Iteration 98Q (4157.550000 sec): 3 clusters
  Score: Raw -15752304.256129 + Penalty 3875.457721 = -15748428.798407
  nChanged 7
		SP:Iteration 99Q (4158.260000 sec): 3 clusters
  Score: Raw -15752304.784610 + Penalty 3875.457721 = -15748429.326889
  nChanged 8
		SP:Iteration 100F (4159.270000 sec): 3 clusters
  Score: Raw -15752305.776798 + Penalty 3875.457721 = -15748430.319077
  nChanged 11
		SP:Iteration 101Q (4160.120000 sec): 3 clusters
  Score: Raw -15752306.996608 + Penalty 3875.457721 = -15748431.538887
  nChanged 9
		SP:Iteration 102Q (4161.050000 sec): 3 clusters
  Score: Raw -15752308.157966 + Penalty 3875.457721 = -15748432.700245
  nChanged 9
		SP:Iteration 103Q (4161.950000 sec): 3 clusters
  Score: Raw -15752309.293292 + Penalty 3875.457721 = -15748433.835571
  nChanged 10
		SP:Iteration 104Q (4162.830000 sec): 3 clusters
  Score: Raw -15752310.514751 + Penalty 3875.457721 = -15748435.057030
  nChanged 10
		SP:Iteration 105Q (4163.670000 sec): 3 clusters
  Score: Raw -15752311.366231 + Penalty 3875.457721 = -15748435.908510
  nChanged 5
		SP:Iteration 106Q (4164.610000 sec): 3 clusters
  Score: Raw -15752312.079546 + Penalty 3875.457721 = -15748436.621825
  nChanged 5
		SP:Iteration 107Q (4165.440000 sec): 3 clusters
  Score: Raw -15752312.885041 + Penalty 3875.457721 = -15748437.427319
  nChanged 9
		SP:Iteration 108Q (4166.290000 sec): 3 clusters
  Score: Raw -15752313.651654 + Penalty 3875.457721 = -15748438.193933
  nChanged 12
		SP:Iteration 109Q (4167.050000 sec): 3 clusters
  Score: Raw -15752315.218360 + Penalty 3875.457721 = -15748439.760638
  nChanged 12
		SP:Iteration 110Q (4167.810000 sec): 3 clusters
  Score: Raw -15752316.885892 + Penalty 3875.457721 = -15748441.428171
  nChanged 15
		SP:Iteration 111Q (4168.600000 sec): 3 clusters
  Score: Raw -15752319.360945 + Penalty 3875.457721 = -15748443.903224
  nChanged 20
		SP:Iteration 112Q (4169.330000 sec): 3 clusters
  Score: Raw -15752323.227287 + Penalty 3875.457721 = -15748447.769566
  nChanged 24
		SP:Iteration 113Q (4170.130000 sec): 3 clusters
  Score: Raw -15752327.105711 + Penalty 3875.457721 = -15748451.647990
  nChanged 19
		SP:Iteration 114Q (4170.950000 sec): 3 clusters
  Score: Raw -15752330.273361 + Penalty 3875.457721 = -15748454.815640
  nChanged 20
		SP:Iteration 115Q (4171.750000 sec): 3 clusters
  Score: Raw -15752332.680517 + Penalty 3875.457721 = -15748457.222796
  nChanged 12
		SP:Iteration 116Q (4172.610000 sec): 3 clusters
  Score: Raw -15752334.141627 + Penalty 3875.457721 = -15748458.683905
  nChanged 11
		SP:Iteration 117Q (4173.490000 sec): 3 clusters
  Score: Raw -15752335.338866 + Penalty 3875.457721 = -15748459.881145
  nChanged 4
		SP:Iteration 118Q (4174.350000 sec): 3 clusters
  Score: Raw -15752335.865436 + Penalty 3875.457721 = -15748460.407715
  nChanged 5
		SP:Iteration 119Q (4175.320000 sec): 3 clusters
  Score: Raw -15752336.155383 + Penalty 3875.457721 = -15748460.697662
  nChanged 1
		SP:Iteration 120F (4176.240000 sec): 3 clusters
  Score: Raw -15752336.232195 + Penalty 3875.457721 = -15748460.774473
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (3362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4176.410000 sec): 2 clusters
  Score: Raw -326363.986597 + Penalty 1319.547339 = -325044.439259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4176.600000 sec): 3 clusters
  Score: Raw -325331.364516 + Penalty 2639.094677 = -322692.269839
  nChanged 1396
		SP:Iteration 1F (4176.760000 sec): 3 clusters
  Score: Raw -330481.333856 + Penalty 2639.094677 = -327842.239179
  nChanged 533
		SP:Iteration 2F (4176.900000 sec): 3 clusters
  Score: Raw -332134.846987 + Penalty 2639.094677 = -329495.752310
  nChanged 180
		SP:Iteration 3F (4177.050000 sec): 3 clusters
  Score: Raw -332466.000406 + Penalty 2639.094677 = -329826.905729
  nChanged 87
		SP:Iteration 4Q (4177.210000 sec): 3 clusters
  Score: Raw -332609.912412 + Penalty 2639.094677 = -329970.817735
  nChanged 47
		SP:Iteration 5Q (4177.390000 sec): 3 clusters
  Score: Raw -332678.924678 + Penalty 2639.094677 = -330039.830001
  nChanged 34
		SP:Iteration 6Q (4177.510000 sec): 3 clusters
  Score: Raw -332745.341729 + Penalty 2639.094677 = -330106.247052
  nChanged 45
		SP:Iteration 7Q (4177.690000 sec): 3 clusters
  Score: Raw -332960.248053 + Penalty 2639.094677 = -330321.153376
  nChanged 71
		SP:Iteration 8Q (4177.900000 sec): 3 clusters
  Score: Raw -333570.926111 + Penalty 2639.094677 = -330931.831434
  nChanged 40
		SP:Iteration 9Q (4178.080000 sec): 3 clusters
  Score: Raw -333698.875956 + Penalty 2639.094677 = -331059.781279
  nChanged 21
		SP:Iteration 10Q (4178.240000 sec): 3 clusters
  Score: Raw -333717.029510 + Penalty 2639.094677 = -331077.934833
  nChanged 8
		SP:Iteration 11Q (4178.440000 sec): 3 clusters
  Score: Raw -333722.350067 + Penalty 2639.094677 = -331083.255390
  nChanged 7
		SP:Iteration 12Q (4178.650000 sec): 3 clusters
  Score: Raw -333726.475198 + Penalty 2639.094677 = -331087.380521
  nChanged 10
		SP:Iteration 13Q (4178.870000 sec): 3 clusters
  Score: Raw -333736.113179 + Penalty 2639.094677 = -331097.018502
  nChanged 7
		SP:Iteration 14Q (4179.090000 sec): 3 clusters
  Score: Raw -333741.813015 + Penalty 2639.094677 = -331102.718338
  nChanged 12
		SP:Iteration 15Q (4179.220000 sec): 3 clusters
  Score: Raw -333759.375605 + Penalty 2639.094677 = -331120.280928
  nChanged 23
		SP:Iteration 16Q (4179.400000 sec): 3 clusters
  Score: Raw -333801.465689 + Penalty 2639.094677 = -331162.371012
  nChanged 35
		SP:Iteration 17Q (4179.610000 sec): 3 clusters
  Score: Raw -333881.118552 + Penalty 2639.094677 = -331242.023875
  nChanged 45
		SP:Iteration 18Q (4179.790000 sec): 3 clusters
  Score: Raw -334030.115056 + Penalty 2639.094677 = -331391.020379
  nChanged 67
		SP:Iteration 19Q (4179.980000 sec): 3 clusters
  Score: Raw -334347.402638 + Penalty 2639.094677 = -331708.307961
  nChanged 92
		SP:Iteration 20F (4180.180000 sec): 3 clusters
  Score: Raw -335012.776376 + Penalty 2639.094677 = -332373.681699
  nChanged 38
		SP:Iteration 21Q (4180.350000 sec): 3 clusters
  Score: Raw -335201.986460 + Penalty 2639.094677 = -332562.891783
  nChanged 9
		SP:Iteration 22Q (4180.500000 sec): 3 clusters
  Score: Raw -335233.737380 + Penalty 2639.094677 = -332594.642703
  nChanged 7
		SP:Iteration 23Q (4180.750000 sec): 3 clusters
  Score: Raw -335276.766600 + Penalty 2639.094677 = -332637.671923
  nChanged 6
		SP:Iteration 24Q (4180.900000 sec): 3 clusters
  Score: Raw -335317.700543 + Penalty 2639.094677 = -332678.605866
  nChanged 3
		SP:Iteration 25Q (4181.140000 sec): 3 clusters
  Score: Raw -335321.336488 + Penalty 2639.094677 = -332682.241811
  nChanged 1
		SP:Iteration 26Q (4181.340000 sec): 3 clusters
  Score: Raw -335322.883590 + Penalty 2639.094677 = -332683.788913
  nChanged 0
		SP:Iteration 27F (4181.550000 sec): 3 clusters
  Score: Raw -335322.883590 + Penalty 2639.094677 = -332683.788913
  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 9.11 GB.

 Trying to split cluster 29 (59751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4181.910000 sec): 2 clusters
  Score: Raw -6521501.401810 + Penalty 1787.165446 = -6519714.236364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4182.340000 sec): 3 clusters
  Score: Raw -6483566.536377 + Penalty 3574.330892 = -6479992.205485
  nChanged 28132
		SP:Iteration 1F (4182.750000 sec): 3 clusters
  Score: Raw -6502201.578115 + Penalty 3574.330892 = -6498627.247223
  nChanged 4452
		SP:Iteration 2F (4183.210000 sec): 3 clusters
  Score: Raw -6505644.421889 + Penalty 3574.330892 = -6502070.090997
  nChanged 5136
		SP:Iteration 3F (4183.650000 sec): 3 clusters
  Score: Raw -6509556.473925 + Penalty 3574.330892 = -6505982.143033
  nChanged 5046
		SP:Iteration 4F (4184.080000 sec): 3 clusters
  Score: Raw -6513338.921308 + Penalty 3574.330892 = -6509764.590416
  nChanged 4176
		SP:Iteration 5F (4184.520000 sec): 3 clusters
  Score: Raw -6516486.060762 + Penalty 3574.330892 = -6512911.729870
  nChanged 3223
		SP:Iteration 6F (4184.940000 sec): 3 clusters
  Score: Raw -6518952.866160 + Penalty 3574.330892 = -6515378.535268
  nChanged 2341
		SP:Iteration 7Q (4185.420000 sec): 3 clusters
  Score: Raw -6520669.533036 + Penalty 3574.330892 = -6517095.202144
  nChanged 1748
		SP:Iteration 8Q (4185.900000 sec): 3 clusters
  Score: Raw -6521867.228634 + Penalty 3574.330892 = -6518292.897742
  nChanged 1408
		SP:Iteration 9Q (4186.360000 sec): 3 clusters
  Score: Raw -6522735.108491 + Penalty 3574.330892 = -6519160.777599
  nChanged 1159
		SP:Iteration 10Q (4186.800000 sec): 3 clusters
  Score: Raw -6523364.331881 + Penalty 3574.330892 = -6519790.000989
  nChanged 956
		SP:Iteration 11Q (4187.270000 sec): 3 clusters
  Score: Raw -6523823.881870 + Penalty 3574.330892 = -6520249.550978
  nChanged 767
		SP:Iteration 12Q (4187.690000 sec): 3 clusters
  Score: Raw -6524158.846523 + Penalty 3574.330892 = -6520584.515631
  nChanged 630
		SP:Iteration 13Q (4188.180000 sec): 3 clusters
  Score: Raw -6524428.148694 + Penalty 3574.330892 = -6520853.817802
  nChanged 578
		SP:Iteration 14Q (4188.600000 sec): 3 clusters
  Score: Raw -6524668.518000 + Penalty 3574.330892 = -6521094.187108
  nChanged 464
		SP:Iteration 15Q (4189.020000 sec): 3 clusters
  Score: Raw -6524849.167527 + Penalty 3574.330892 = -6521274.836635
  nChanged 410
		SP:Iteration 16Q (4189.400000 sec): 3 clusters
  Score: Raw -6525018.738222 + Penalty 3574.330892 = -6521444.407330
  nChanged 335
		SP:Iteration 17Q (4189.780000 sec): 3 clusters
  Score: Raw -6525160.745736 + Penalty 3574.330892 = -6521586.414844
  nChanged 309
		SP:Iteration 18Q (4190.220000 sec): 3 clusters
  Score: Raw -6525294.381580 + Penalty 3574.330892 = -6521720.050689
  nChanged 285
		SP:Iteration 19Q (4190.620000 sec): 3 clusters
  Score: Raw -6525409.870587 + Penalty 3574.330892 = -6521835.539695
  nChanged 222
		SP:Iteration 20F (4191.130000 sec): 3 clusters
  Score: Raw -6525501.971659 + Penalty 3574.330892 = -6521927.640767
  nChanged 170
		SP:Iteration 21Q (4191.620000 sec): 3 clusters
  Score: Raw -6525567.087671 + Penalty 3574.330892 = -6521992.756779
  nChanged 153
		SP:Iteration 22Q (4192.180000 sec): 3 clusters
  Score: Raw -6525625.663371 + Penalty 3574.330892 = -6522051.332479
  nChanged 134
		SP:Iteration 23Q (4192.590000 sec): 3 clusters
  Score: Raw -6525687.748636 + Penalty 3574.330892 = -6522113.417744
  nChanged 129
		SP:Iteration 24Q (4193.010000 sec): 3 clusters
  Score: Raw -6525742.744570 + Penalty 3574.330892 = -6522168.413678
  nChanged 93
		SP:Iteration 25Q (4193.450000 sec): 3 clusters
  Score: Raw -6525776.316475 + Penalty 3574.330892 = -6522201.985583
  nChanged 80
		SP:Iteration 26Q (4193.950000 sec): 3 clusters
  Score: Raw -6525794.862549 + Penalty 3574.330892 = -6522220.531657
  nChanged 53
		SP:Iteration 27Q (4194.450000 sec): 3 clusters
  Score: Raw -6525805.187264 + Penalty 3574.330892 = -6522230.856372
  nChanged 44
		SP:Iteration 28Q (4194.910000 sec): 3 clusters
  Score: Raw -6525811.925314 + Penalty 3574.330892 = -6522237.594422
  nChanged 37
		SP:Iteration 29Q (4195.390000 sec): 3 clusters
  Score: Raw -6525817.839874 + Penalty 3574.330892 = -6522243.508982
  nChanged 26
		SP:Iteration 30Q (4195.830000 sec): 3 clusters
  Score: Raw -6525820.622869 + Penalty 3574.330892 = -6522246.291977
  nChanged 18
		SP:Iteration 31Q (4196.250000 sec): 3 clusters
  Score: Raw -6525822.744120 + Penalty 3574.330892 = -6522248.413228
  nChanged 13
		SP:Iteration 32Q (4196.690000 sec): 3 clusters
  Score: Raw -6525824.345009 + Penalty 3574.330892 = -6522250.014117
  nChanged 7
		SP:Iteration 33Q (4197.100000 sec): 3 clusters
  Score: Raw -6525824.965241 + Penalty 3574.330892 = -6522250.634349
  nChanged 9
		SP:Iteration 34Q (4197.500000 sec): 3 clusters
  Score: Raw -6525825.892290 + Penalty 3574.330892 = -6522251.561398
  nChanged 1
		SP:Iteration 35Q (4197.950000 sec): 3 clusters
  Score: Raw -6525825.996303 + Penalty 3574.330892 = -6522251.665411
  nChanged 1
		SP:Iteration 36Q (4198.410000 sec): 3 clusters
  Score: Raw -6525826.057670 + Penalty 3574.330892 = -6522251.726778
  nChanged 1
		SP:Iteration 37Q (4198.860000 sec): 3 clusters
  Score: Raw -6525826.123815 + Penalty 3574.330892 = -6522251.792923
  nChanged 0
		SP:Iteration 38F (4199.350000 sec): 3 clusters
  Score: Raw -6525826.123815 + Penalty 3574.330892 = -6522251.792923
  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 9.11 GB.

 Trying to split cluster 30 (8077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4199.500000 sec): 2 clusters
  Score: Raw -888523.956210 + Penalty 1461.976067 = -887061.980143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4199.700000 sec): 3 clusters
  Score: Raw -884094.382061 + Penalty 2923.952134 = -881170.429927
  nChanged 3405
		SP:Iteration 1F (4199.870000 sec): 3 clusters
  Score: Raw -885882.832965 + Penalty 2923.952134 = -882958.880832
  nChanged 510
		SP:Iteration 2F (4200.120000 sec): 3 clusters
  Score: Raw -886148.724133 + Penalty 2923.952134 = -883224.771999
  nChanged 495
		SP:Iteration 3F (4200.350000 sec): 3 clusters
  Score: Raw -886435.798443 + Penalty 2923.952134 = -883511.846309
  nChanged 510
		SP:Iteration 4F (4200.540000 sec): 3 clusters
  Score: Raw -886835.966007 + Penalty 2923.952134 = -883912.013873
  nChanged 611
		SP:Iteration 5F (4200.780000 sec): 3 clusters
  Score: Raw -887403.992992 + Penalty 2923.952134 = -884480.040858
  nChanged 632
		SP:Iteration 6F (4201.010000 sec): 3 clusters
  Score: Raw -887999.946724 + Penalty 2923.952134 = -885075.994590
  nChanged 553
		SP:Iteration 7F (4201.210000 sec): 3 clusters
  Score: Raw -888455.097945 + Penalty 2923.952134 = -885531.145812
  nChanged 409
		SP:Iteration 8F (4201.450000 sec): 3 clusters
  Score: Raw -888700.748209 + Penalty 2923.952134 = -885776.796075
  nChanged 265
		SP:Iteration 9Q (4201.640000 sec): 3 clusters
  Score: Raw -888811.782311 + Penalty 2923.952134 = -885887.830178
  nChanged 176
		SP:Iteration 10Q (4201.850000 sec): 3 clusters
  Score: Raw -888866.541999 + Penalty 2923.952134 = -885942.589865
  nChanged 109
		SP:Iteration 11Q (4202.110000 sec): 3 clusters
  Score: Raw -888899.417876 + Penalty 2923.952134 = -885975.465742
  nChanged 74
		SP:Iteration 12Q (4202.290000 sec): 3 clusters
  Score: Raw -888914.120915 + Penalty 2923.952134 = -885990.168781
  nChanged 42
		SP:Iteration 13Q (4202.500000 sec): 3 clusters
  Score: Raw -888923.214521 + Penalty 2923.952134 = -885999.262388
  nChanged 28
		SP:Iteration 14Q (4202.690000 sec): 3 clusters
  Score: Raw -888929.781654 + Penalty 2923.952134 = -886005.829521
  nChanged 29
		SP:Iteration 15Q (4202.910000 sec): 3 clusters
  Score: Raw -888934.435237 + Penalty 2923.952134 = -886010.483104
  nChanged 23
		SP:Iteration 16Q (4203.110000 sec): 3 clusters
  Score: Raw -888938.190060 + Penalty 2923.952134 = -886014.237926
  nChanged 18
		SP:Iteration 17Q (4203.390000 sec): 3 clusters
  Score: Raw -888941.303557 + Penalty 2923.952134 = -886017.351424
  nChanged 20
		SP:Iteration 18Q (4203.550000 sec): 3 clusters
  Score: Raw -888944.740000 + Penalty 2923.952134 = -886020.787867
  nChanged 13
		SP:Iteration 19Q (4203.790000 sec): 3 clusters
  Score: Raw -888946.966114 + Penalty 2923.952134 = -886023.013981
  nChanged 15
		SP:Iteration 20F (4204.030000 sec): 3 clusters
  Score: Raw -888949.250736 + Penalty 2923.952134 = -886025.298602
  nChanged 8
		SP:Iteration 21Q (4204.210000 sec): 3 clusters
  Score: Raw -888950.593927 + Penalty 2923.952134 = -886026.641793
  nChanged 6
		SP:Iteration 22Q (4204.420000 sec): 3 clusters
  Score: Raw -888951.416873 + Penalty 2923.952134 = -886027.464739
  nChanged 4
		SP:Iteration 23Q (4204.700000 sec): 3 clusters
  Score: Raw -888951.836179 + Penalty 2923.952134 = -886027.884045
  nChanged 5
		SP:Iteration 24Q (4204.890000 sec): 3 clusters
  Score: Raw -888952.382940 + Penalty 2923.952134 = -886028.430806
  nChanged 5
		SP:Iteration 25Q (4205.130000 sec): 3 clusters
  Score: Raw -888953.011497 + Penalty 2923.952134 = -886029.059364
  nChanged 6
		SP:Iteration 26Q (4205.350000 sec): 3 clusters
  Score: Raw -888953.651675 + Penalty 2923.952134 = -886029.699542
  nChanged 1
		SP:Iteration 27Q (4205.530000 sec): 3 clusters
  Score: Raw -888953.855895 + Penalty 2923.952134 = -886029.903761
  nChanged 5
		SP:Iteration 28Q (4205.780000 sec): 3 clusters
  Score: Raw -888954.750169 + Penalty 2923.952134 = -886030.798035
  nChanged 6
		SP:Iteration 29Q (4206.020000 sec): 3 clusters
  Score: Raw -888955.699188 + Penalty 2923.952134 = -886031.747055
  nChanged 10
		SP:Iteration 30Q (4206.210000 sec): 3 clusters
  Score: Raw -888956.722121 + Penalty 2923.952134 = -886032.769987
  nChanged 6
		SP:Iteration 31Q (4206.450000 sec): 3 clusters
  Score: Raw -888957.587232 + Penalty 2923.952134 = -886033.635099
  nChanged 4
		SP:Iteration 32Q (4206.650000 sec): 3 clusters
  Score: Raw -888958.108909 + Penalty 2923.952134 = -886034.156775
  nChanged 3
		SP:Iteration 33Q (4206.840000 sec): 3 clusters
  Score: Raw -888958.321191 + Penalty 2923.952134 = -886034.369057
  nChanged 3
		SP:Iteration 34Q (4207.090000 sec): 3 clusters
  Score: Raw -888958.668167 + Penalty 2923.952134 = -886034.716033
  nChanged 2
		SP:Iteration 35Q (4207.270000 sec): 3 clusters
  Score: Raw -888958.915014 + Penalty 2923.952134 = -886034.962881
  nChanged 1
		SP:Iteration 36Q (4207.500000 sec): 3 clusters
  Score: Raw -888959.045349 + Penalty 2923.952134 = -886035.093215
  nChanged 3
		SP:Iteration 37Q (4207.690000 sec): 3 clusters
  Score: Raw -888959.456214 + Penalty 2923.952134 = -886035.504081
  nChanged 2
		SP:Iteration 38Q (4207.930000 sec): 3 clusters
  Score: Raw -888959.670536 + Penalty 2923.952134 = -886035.718403
  nChanged 1
		SP:Iteration 39Q (4208.110000 sec): 3 clusters
  Score: Raw -888959.775414 + Penalty 2923.952134 = -886035.823281
  nChanged 1
		SP:Iteration 40F (4208.300000 sec): 3 clusters
  Score: Raw -888959.971152 + Penalty 2923.952134 = -886036.019018
  nChanged 2
		SP:Iteration 41Q (4208.510000 sec): 3 clusters
  Score: Raw -888960.423907 + Penalty 2923.952134 = -886036.471774
  nChanged 2
		SP:Iteration 42Q (4208.730000 sec): 3 clusters
  Score: Raw -888960.801214 + Penalty 2923.952134 = -886036.849081
  nChanged 1
		SP:Iteration 43Q (4208.960000 sec): 3 clusters
  Score: Raw -888960.922846 + Penalty 2923.952134 = -886036.970712
  nChanged 2
		SP:Iteration 44Q (4209.130000 sec): 3 clusters
  Score: Raw -888961.097493 + Penalty 2923.952134 = -886037.145359
  nChanged 0
		SP:Iteration 45F (4209.330000 sec): 3 clusters
  Score: Raw -888961.097493 + Penalty 2923.952134 = -886037.145359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4209.430000 sec): 2 clusters
  Score: Raw -977920.433752 + Penalty 1474.031545 = -976446.402207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4209.640000 sec): 3 clusters
  Score: Raw -973042.940630 + Penalty 2948.063091 = -970094.877539
  nChanged 3726
		SP:Iteration 1F (4209.830000 sec): 3 clusters
  Score: Raw -975084.135107 + Penalty 2948.063091 = -972136.072017
  nChanged 593
		SP:Iteration 2F (4210.020000 sec): 3 clusters
  Score: Raw -975525.730950 + Penalty 2948.063091 = -972577.667859
  nChanged 564
		SP:Iteration 3F (4210.170000 sec): 3 clusters
  Score: Raw -976145.382642 + Penalty 2948.063091 = -973197.319552
  nChanged 700
		SP:Iteration 4F (4210.410000 sec): 3 clusters
  Score: Raw -976796.116012 + Penalty 2948.063091 = -973848.052921
  nChanged 741
		SP:Iteration 5F (4210.580000 sec): 3 clusters
  Score: Raw -977530.231780 + Penalty 2948.063091 = -974582.168689
  nChanged 738
		SP:Iteration 6F (4210.820000 sec): 3 clusters
  Score: Raw -978222.592397 + Penalty 2948.063091 = -975274.529306
  nChanged 599
		SP:Iteration 7F (4211.030000 sec): 3 clusters
  Score: Raw -978704.804458 + Penalty 2948.063091 = -975756.741368
  nChanged 431
		SP:Iteration 8Q (4211.240000 sec): 3 clusters
  Score: Raw -979018.127097 + Penalty 2948.063091 = -976070.064007
  nChanged 351
		SP:Iteration 9Q (4211.430000 sec): 3 clusters
  Score: Raw -979236.690516 + Penalty 2948.063091 = -976288.627425
  nChanged 255
		SP:Iteration 10Q (4211.590000 sec): 3 clusters
  Score: Raw -979383.663108 + Penalty 2948.063091 = -976435.600017
  nChanged 200
		SP:Iteration 11Q (4211.810000 sec): 3 clusters
  Score: Raw -979494.546837 + Penalty 2948.063091 = -976546.483747
  nChanged 173
		SP:Iteration 12Q (4212.000000 sec): 3 clusters
  Score: Raw -979572.222688 + Penalty 2948.063091 = -976624.159598
  nChanged 116
		SP:Iteration 13Q (4212.190000 sec): 3 clusters
  Score: Raw -979623.357366 + Penalty 2948.063091 = -976675.294276
  nChanged 93
		SP:Iteration 14Q (4212.440000 sec): 3 clusters
  Score: Raw -979662.392810 + Penalty 2948.063091 = -976714.329720
  nChanged 84
		SP:Iteration 15Q (4212.620000 sec): 3 clusters
  Score: Raw -979693.626908 + Penalty 2948.063091 = -976745.563817
  nChanged 59
		SP:Iteration 16Q (4212.820000 sec): 3 clusters
  Score: Raw -979713.992001 + Penalty 2948.063091 = -976765.928910
  nChanged 55
		SP:Iteration 17Q (4213.100000 sec): 3 clusters
  Score: Raw -979736.862384 + Penalty 2948.063091 = -976788.799294
  nChanged 54
		SP:Iteration 18Q (4213.330000 sec): 3 clusters
  Score: Raw -979757.624732 + Penalty 2948.063091 = -976809.561642
  nChanged 45
		SP:Iteration 19Q (4213.530000 sec): 3 clusters
  Score: Raw -979774.225267 + Penalty 2948.063091 = -976826.162176
  nChanged 39
		SP:Iteration 20F (4213.750000 sec): 3 clusters
  Score: Raw -979788.966986 + Penalty 2948.063091 = -976840.903895
  nChanged 32
		SP:Iteration 21Q (4213.960000 sec): 3 clusters
  Score: Raw -979798.318581 + Penalty 2948.063091 = -976850.255490
  nChanged 32
		SP:Iteration 22Q (4214.190000 sec): 3 clusters
  Score: Raw -979809.405503 + Penalty 2948.063091 = -976861.342412
  nChanged 26
		SP:Iteration 23Q (4214.420000 sec): 3 clusters
  Score: Raw -979816.229418 + Penalty 2948.063091 = -976868.166327
  nChanged 17
		SP:Iteration 24Q (4214.620000 sec): 3 clusters
  Score: Raw -979820.519894 + Penalty 2948.063091 = -976872.456803
  nChanged 14
		SP:Iteration 25Q (4214.810000 sec): 3 clusters
  Score: Raw -979823.684710 + Penalty 2948.063091 = -976875.621619
  nChanged 10
		SP:Iteration 26Q (4215.100000 sec): 3 clusters
  Score: Raw -979826.920637 + Penalty 2948.063091 = -976878.857547
  nChanged 9
		SP:Iteration 27Q (4215.350000 sec): 3 clusters
  Score: Raw -979829.541824 + Penalty 2948.063091 = -976881.478733
  nChanged 7
		SP:Iteration 28Q (4215.570000 sec): 3 clusters
  Score: Raw -979831.617069 + Penalty 2948.063091 = -976883.553978
  nChanged 4
		SP:Iteration 29Q (4215.750000 sec): 3 clusters
  Score: Raw -979832.712282 + Penalty 2948.063091 = -976884.649192
  nChanged 2
		SP:Iteration 30Q (4215.940000 sec): 3 clusters
  Score: Raw -979833.134255 + Penalty 2948.063091 = -976885.071165
  nChanged 1
		SP:Iteration 31Q (4216.190000 sec): 3 clusters
  Score: Raw -979833.342798 + Penalty 2948.063091 = -976885.279707
  nChanged 1
		SP:Iteration 32Q (4216.430000 sec): 3 clusters
  Score: Raw -979833.593058 + Penalty 2948.063091 = -976885.529967
  nChanged 0
		SP:Iteration 33F (4216.650000 sec): 3 clusters
  Score: Raw -979833.593058 + Penalty 2948.063091 = -976885.529967
  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 9.11 GB.

 Trying to split cluster 32 (35906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4216.980000 sec): 2 clusters
  Score: Raw -3944804.644609 + Penalty 1704.407200 = -3943100.237409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4217.320000 sec): 3 clusters
  Score: Raw -3922394.711310 + Penalty 3408.814400 = -3918985.896911
  nChanged 16644
		SP:Iteration 1F (4217.680000 sec): 3 clusters
  Score: Raw -3932661.467897 + Penalty 3408.814400 = -3929252.653497
  nChanged 2449
		SP:Iteration 2F (4218.000000 sec): 3 clusters
  Score: Raw -3934880.693394 + Penalty 3408.814400 = -3931471.878995
  nChanged 2990
		SP:Iteration 3F (4218.390000 sec): 3 clusters
  Score: Raw -3938788.313661 + Penalty 3408.814400 = -3935379.499261
  nChanged 3428
		SP:Iteration 4F (4218.750000 sec): 3 clusters
  Score: Raw -3943621.098072 + Penalty 3408.814400 = -3940212.283672
  nChanged 3235
		SP:Iteration 5F (4219.160000 sec): 3 clusters
  Score: Raw -3947070.866090 + Penalty 3408.814400 = -3943662.051691
  nChanged 2602
		SP:Iteration 6F (4219.560000 sec): 3 clusters
  Score: Raw -3949133.236294 + Penalty 3408.814400 = -3945724.421894
  nChanged 1891
		SP:Iteration 7F (4219.900000 sec): 3 clusters
  Score: Raw -3950898.296200 + Penalty 3408.814400 = -3947489.481800
  nChanged 1511
		SP:Iteration 8Q (4220.240000 sec): 3 clusters
  Score: Raw -3953262.025330 + Penalty 3408.814400 = -3949853.210930
  nChanged 1079
		SP:Iteration 9Q (4220.600000 sec): 3 clusters
  Score: Raw -3955548.880457 + Penalty 3408.814400 = -3952140.066057
  nChanged 584
		SP:Iteration 10Q (4220.950000 sec): 3 clusters
  Score: Raw -3956342.454171 + Penalty 3408.814400 = -3952933.639771
  nChanged 436
		SP:Iteration 11Q (4221.280000 sec): 3 clusters
  Score: Raw -3956679.110942 + Penalty 3408.814400 = -3953270.296542
  nChanged 311
		SP:Iteration 12Q (4221.550000 sec): 3 clusters
  Score: Raw -3956867.282667 + Penalty 3408.814400 = -3953458.468267
  nChanged 256
		SP:Iteration 13Q (4221.920000 sec): 3 clusters
  Score: Raw -3957013.772465 + Penalty 3408.814400 = -3953604.958065
  nChanged 239
		SP:Iteration 14Q (4222.230000 sec): 3 clusters
  Score: Raw -3957156.469144 + Penalty 3408.814400 = -3953747.654745
  nChanged 205
		SP:Iteration 15Q (4222.580000 sec): 3 clusters
  Score: Raw -3957263.671521 + Penalty 3408.814400 = -3953854.857121
  nChanged 176
		SP:Iteration 16Q (4222.880000 sec): 3 clusters
  Score: Raw -3957351.229865 + Penalty 3408.814400 = -3953942.415465
  nChanged 151
		SP:Iteration 17Q (4223.220000 sec): 3 clusters
  Score: Raw -3957425.705524 + Penalty 3408.814400 = -3954016.891124
  nChanged 121
		SP:Iteration 18Q (4223.490000 sec): 3 clusters
  Score: Raw -3957471.144303 + Penalty 3408.814400 = -3954062.329904
  nChanged 96
		SP:Iteration 19Q (4223.770000 sec): 3 clusters
  Score: Raw -3957498.541918 + Penalty 3408.814400 = -3954089.727518
  nChanged 57
		SP:Iteration 20F (4224.100000 sec): 3 clusters
  Score: Raw -3957509.643910 + Penalty 3408.814400 = -3954100.829511
  nChanged 37
		SP:Iteration 21Q (4224.430000 sec): 3 clusters
  Score: Raw -3957514.627445 + Penalty 3408.814400 = -3954105.813045
  nChanged 23
		SP:Iteration 22Q (4224.800000 sec): 3 clusters
  Score: Raw -3957516.871868 + Penalty 3408.814400 = -3954108.057468
  nChanged 9
		SP:Iteration 23Q (4225.180000 sec): 3 clusters
  Score: Raw -3957517.447627 + Penalty 3408.814400 = -3954108.633228
  nChanged 3
		SP:Iteration 24Q (4225.490000 sec): 3 clusters
  Score: Raw -3957517.672152 + Penalty 3408.814400 = -3954108.857753
  nChanged 6
		SP:Iteration 25Q (4225.870000 sec): 3 clusters
  Score: Raw -3957518.037587 + Penalty 3408.814400 = -3954109.223187
  nChanged 3
		SP:Iteration 26Q (4226.170000 sec): 3 clusters
  Score: Raw -3957518.179446 + Penalty 3408.814400 = -3954109.365046
  nChanged 0
		SP:Iteration 27F (4226.520000 sec): 3 clusters
  Score: Raw -3957518.179446 + Penalty 3408.814400 = -3954109.365046
  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 9.11 GB.

 Trying to split cluster 33 (63233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4226.870000 sec): 2 clusters
  Score: Raw -6989319.812021 + Penalty 1796.369509 = -6987523.442512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4227.320000 sec): 3 clusters
  Score: Raw -6948800.003681 + Penalty 3592.739019 = -6945207.264663
  nChanged 29908
		SP:Iteration 1F (4227.730000 sec): 3 clusters
  Score: Raw -6966093.231019 + Penalty 3592.739019 = -6962500.492000
  nChanged 2906
		SP:Iteration 2Q (4228.200000 sec): 3 clusters
  Score: Raw -6967560.599665 + Penalty 3592.739019 = -6963967.860646
  nChanged 3664
		SP:Iteration 3F (4228.690000 sec): 3 clusters
  Score: Raw -6970270.340193 + Penalty 3592.739019 = -6966677.601174
  nChanged 4745
		SP:Iteration 4F (4229.160000 sec): 3 clusters
  Score: Raw -6974443.867211 + Penalty 3592.739019 = -6970851.128193
  nChanged 5588
		SP:Iteration 5F (4229.600000 sec): 3 clusters
  Score: Raw -6979833.732263 + Penalty 3592.739019 = -6976240.993245
  nChanged 5402
		SP:Iteration 6F (4230.090000 sec): 3 clusters
  Score: Raw -6984985.605642 + Penalty 3592.739019 = -6981392.866623
  nChanged 4107
		SP:Iteration 7F (4230.630000 sec): 3 clusters
  Score: Raw -6988578.484065 + Penalty 3592.739019 = -6984985.745047
  nChanged 2550
		SP:Iteration 8Q (4231.130000 sec): 3 clusters
  Score: Raw -6990364.583780 + Penalty 3592.739019 = -6986771.844761
  nChanged 1534
		SP:Iteration 9Q (4231.670000 sec): 3 clusters
  Score: Raw -6991162.911222 + Penalty 3592.739019 = -6987570.172203
  nChanged 997
		SP:Iteration 10Q (4232.160000 sec): 3 clusters
  Score: Raw -6991612.245970 + Penalty 3592.739019 = -6988019.506952
  nChanged 806
		SP:Iteration 11Q (4232.640000 sec): 3 clusters
  Score: Raw -6991923.175915 + Penalty 3592.739019 = -6988330.436897
  nChanged 665
		SP:Iteration 12Q (4233.120000 sec): 3 clusters
  Score: Raw -6992147.142046 + Penalty 3592.739019 = -6988554.403027
  nChanged 596
		SP:Iteration 13Q (4233.660000 sec): 3 clusters
  Score: Raw -6992329.165654 + Penalty 3592.739019 = -6988736.426636
  nChanged 538
		SP:Iteration 14Q (4234.150000 sec): 3 clusters
  Score: Raw -6992475.071145 + Penalty 3592.739019 = -6988882.332126
  nChanged 464
		SP:Iteration 15Q (4234.630000 sec): 3 clusters
  Score: Raw -6992590.554435 + Penalty 3592.739019 = -6988997.815416
  nChanged 432
		SP:Iteration 16Q (4235.060000 sec): 3 clusters
  Score: Raw -6992703.446348 + Penalty 3592.739019 = -6989110.707329
  nChanged 442
		SP:Iteration 17Q (4235.470000 sec): 3 clusters
  Score: Raw -6992821.779750 + Penalty 3592.739019 = -6989229.040731
  nChanged 424
		SP:Iteration 18Q (4235.890000 sec): 3 clusters
  Score: Raw -6992937.589631 + Penalty 3592.739019 = -6989344.850612
  nChanged 379
		SP:Iteration 19Q (4236.300000 sec): 3 clusters
  Score: Raw -6993064.224629 + Penalty 3592.739019 = -6989471.485610
  nChanged 382
		SP:Iteration 20F (4236.740000 sec): 3 clusters
  Score: Raw -6993202.763140 + Penalty 3592.739019 = -6989610.024121
  nChanged 366
		SP:Iteration 21Q (4237.160000 sec): 3 clusters
  Score: Raw -6993345.164907 + Penalty 3592.739019 = -6989752.425889
  nChanged 385
		SP:Iteration 22Q (4237.520000 sec): 3 clusters
  Score: Raw -6993494.373381 + Penalty 3592.739019 = -6989901.634363
  nChanged 331
		SP:Iteration 23Q (4237.930000 sec): 3 clusters
  Score: Raw -6993600.372169 + Penalty 3592.739019 = -6990007.633150
  nChanged 288
		SP:Iteration 24Q (4238.350000 sec): 3 clusters
  Score: Raw -6993676.587882 + Penalty 3592.739019 = -6990083.848863
  nChanged 241
		SP:Iteration 25Q (4238.710000 sec): 3 clusters
  Score: Raw -6993728.927423 + Penalty 3592.739019 = -6990136.188404
  nChanged 213
		SP:Iteration 26Q (4239.170000 sec): 3 clusters
  Score: Raw -6993770.343691 + Penalty 3592.739019 = -6990177.604673
  nChanged 203
		SP:Iteration 27Q (4239.540000 sec): 3 clusters
  Score: Raw -6993809.199162 + Penalty 3592.739019 = -6990216.460144
  nChanged 179
		SP:Iteration 28Q (4240.000000 sec): 3 clusters
  Score: Raw -6993837.372143 + Penalty 3592.739019 = -6990244.633124
  nChanged 160
		SP:Iteration 29Q (4240.390000 sec): 3 clusters
  Score: Raw -6993861.010265 + Penalty 3592.739019 = -6990268.271247
  nChanged 140
		SP:Iteration 30Q (4240.880000 sec): 3 clusters
  Score: Raw -6993883.227233 + Penalty 3592.739019 = -6990290.488215
  nChanged 112
		SP:Iteration 31Q (4241.320000 sec): 3 clusters
  Score: Raw -6993896.629793 + Penalty 3592.739019 = -6990303.890774
  nChanged 91
		SP:Iteration 32Q (4241.720000 sec): 3 clusters
  Score: Raw -6993905.849637 + Penalty 3592.739019 = -6990313.110619
  nChanged 86
		SP:Iteration 33Q (4242.170000 sec): 3 clusters
  Score: Raw -6993915.015741 + Penalty 3592.739019 = -6990322.276723
  nChanged 81
		SP:Iteration 34Q (4242.590000 sec): 3 clusters
  Score: Raw -6993923.985363 + Penalty 3592.739019 = -6990331.246344
  nChanged 77
		SP:Iteration 35Q (4243.020000 sec): 3 clusters
  Score: Raw -6993933.405944 + Penalty 3592.739019 = -6990340.666926
  nChanged 80
		SP:Iteration 36Q (4243.390000 sec): 3 clusters
  Score: Raw -6993941.371257 + Penalty 3592.739019 = -6990348.632239
  nChanged 66
		SP:Iteration 37Q (4243.790000 sec): 3 clusters
  Score: Raw -6993949.030294 + Penalty 3592.739019 = -6990356.291275
  nChanged 64
		SP:Iteration 38Q (4244.260000 sec): 3 clusters
  Score: Raw -6993954.421341 + Penalty 3592.739019 = -6990361.682322
  nChanged 37
		SP:Iteration 39Q (4244.680000 sec): 3 clusters
  Score: Raw -6993957.996232 + Penalty 3592.739019 = -6990365.257214
  nChanged 39
		SP:Iteration 40F (4245.090000 sec): 3 clusters
  Score: Raw -6993961.204423 + Penalty 3592.739019 = -6990368.465404
  nChanged 38
		SP:Iteration 41Q (4245.510000 sec): 3 clusters
  Score: Raw -6993964.437555 + Penalty 3592.739019 = -6990371.698537
  nChanged 31
		SP:Iteration 42Q (4245.980000 sec): 3 clusters
  Score: Raw -6993966.667279 + Penalty 3592.739019 = -6990373.928260
  nChanged 23
		SP:Iteration 43Q (4246.450000 sec): 3 clusters
  Score: Raw -6993968.079482 + Penalty 3592.739019 = -6990375.340464
  nChanged 21
		SP:Iteration 44Q (4246.940000 sec): 3 clusters
  Score: Raw -6993969.256412 + Penalty 3592.739019 = -6990376.517393
  nChanged 18
		SP:Iteration 45Q (4247.430000 sec): 3 clusters
  Score: Raw -6993970.541007 + Penalty 3592.739019 = -6990377.801989
  nChanged 16
		SP:Iteration 46Q (4247.870000 sec): 3 clusters
  Score: Raw -6993971.740335 + Penalty 3592.739019 = -6990379.001317
  nChanged 13
		SP:Iteration 47Q (4248.370000 sec): 3 clusters
  Score: Raw -6993972.498425 + Penalty 3592.739019 = -6990379.759406
  nChanged 14
		SP:Iteration 48Q (4248.830000 sec): 3 clusters
  Score: Raw -6993973.528892 + Penalty 3592.739019 = -6990380.789873
  nChanged 18
		SP:Iteration 49Q (4249.340000 sec): 3 clusters
  Score: Raw -6993974.621754 + Penalty 3592.739019 = -6990381.882735
  nChanged 17
		SP:Iteration 50Q (4249.820000 sec): 3 clusters
  Score: Raw -6993975.704987 + Penalty 3592.739019 = -6990382.965969
  nChanged 19
		SP:Iteration 51Q (4250.300000 sec): 3 clusters
  Score: Raw -6993976.898102 + Penalty 3592.739019 = -6990384.159083
  nChanged 19
		SP:Iteration 52Q (4250.800000 sec): 3 clusters
  Score: Raw -6993978.330468 + Penalty 3592.739019 = -6990385.591449
  nChanged 16
		SP:Iteration 53Q (4251.300000 sec): 3 clusters
  Score: Raw -6993979.033582 + Penalty 3592.739019 = -6990386.294563
  nChanged 8
		SP:Iteration 54Q (4251.780000 sec): 3 clusters
  Score: Raw -6993979.486402 + Penalty 3592.739019 = -6990386.747383
  nChanged 17
		SP:Iteration 55Q (4252.230000 sec): 3 clusters
  Score: Raw -6993980.673492 + Penalty 3592.739019 = -6990387.934474
  nChanged 15
		SP:Iteration 56Q (4252.750000 sec): 3 clusters
  Score: Raw -6993981.626454 + Penalty 3592.739019 = -6990388.887436
  nChanged 18
		SP:Iteration 57Q (4253.200000 sec): 3 clusters
  Score: Raw -6993982.758455 + Penalty 3592.739019 = -6990390.019436
  nChanged 16
		SP:Iteration 58Q (4253.660000 sec): 3 clusters
  Score: Raw -6993983.610678 + Penalty 3592.739019 = -6990390.871659
  nChanged 12
		SP:Iteration 59Q (4254.060000 sec): 3 clusters
  Score: Raw -6993984.329412 + Penalty 3592.739019 = -6990391.590393
  nChanged 12
		SP:Iteration 60F (4254.550000 sec): 3 clusters
  Score: Raw -6993985.036204 + Penalty 3592.739019 = -6990392.297186
  nChanged 12
		SP:Iteration 61Q (4255.000000 sec): 3 clusters
  Score: Raw -6993985.567635 + Penalty 3592.739019 = -6990392.828616
  nChanged 15
		SP:Iteration 62Q (4255.390000 sec): 3 clusters
  Score: Raw -6993986.656952 + Penalty 3592.739019 = -6990393.917934
  nChanged 20
		SP:Iteration 63Q (4255.820000 sec): 3 clusters
  Score: Raw -6993987.874472 + Penalty 3592.739019 = -6990395.135454
  nChanged 19
		SP:Iteration 64Q (4256.240000 sec): 3 clusters
  Score: Raw -6993988.889620 + Penalty 3592.739019 = -6990396.150601
  nChanged 16
		SP:Iteration 65Q (4256.660000 sec): 3 clusters
  Score: Raw -6993989.684949 + Penalty 3592.739019 = -6990396.945930
  nChanged 9
		SP:Iteration 66Q (4257.110000 sec): 3 clusters
  Score: Raw -6993990.098344 + Penalty 3592.739019 = -6990397.359326
  nChanged 10
		SP:Iteration 67Q (4257.560000 sec): 3 clusters
  Score: Raw -6993990.677149 + Penalty 3592.739019 = -6990397.938130
  nChanged 7
		SP:Iteration 68Q (4258.000000 sec): 3 clusters
  Score: Raw -6993990.940405 + Penalty 3592.739019 = -6990398.201386
  nChanged 6
		SP:Iteration 69Q (4258.510000 sec): 3 clusters
  Score: Raw -6993991.182637 + Penalty 3592.739019 = -6990398.443618
  nChanged 5
		SP:Iteration 70Q (4259.040000 sec): 3 clusters
  Score: Raw -6993991.414370 + Penalty 3592.739019 = -6990398.675351
  nChanged 5
		SP:Iteration 71Q (4259.530000 sec): 3 clusters
  Score: Raw -6993991.637308 + Penalty 3592.739019 = -6990398.898289
  nChanged 2
		SP:Iteration 72Q (4259.980000 sec): 3 clusters
  Score: Raw -6993991.730801 + Penalty 3592.739019 = -6990398.991783
  nChanged 3
		SP:Iteration 73Q (4260.410000 sec): 3 clusters
  Score: Raw -6993991.890144 + Penalty 3592.739019 = -6990399.151125
  nChanged 3
		SP:Iteration 74Q (4260.880000 sec): 3 clusters
  Score: Raw -6993992.028112 + Penalty 3592.739019 = -6990399.289093
  nChanged 3
		SP:Iteration 75Q (4261.290000 sec): 3 clusters
  Score: Raw -6993992.170994 + Penalty 3592.739019 = -6990399.431975
  nChanged 3
		SP:Iteration 76Q (4261.680000 sec): 3 clusters
  Score: Raw -6993992.313888 + Penalty 3592.739019 = -6990399.574869
  nChanged 0
		SP:Iteration 77F (4262.160000 sec): 3 clusters
  Score: Raw -6993992.313888 + Penalty 3592.739019 = -6990399.574869
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Iteration 59Q (4362.580000 sec): 58 clusters
  Score: Raw -133974832.143727 + Penalty 130091.550474 = -133844740.593253
  nChanged 33820
Iteration 60F (4493.870000 sec): 58 clusters
  Score: Raw -133990556.214189 + Penalty 130091.550474 = -133860464.663714
  nChanged 24378
Iteration 61Q (4581.940000 sec): 58 clusters
  Score: Raw -133996226.841516 + Penalty 130091.550474 = -133866135.291042
  nChanged 13405
Iteration 62Q (4658.860000 sec): 58 clusters
  Score: Raw -133999688.629705 + Penalty 130091.550474 = -133869597.079230
  nChanged 10963
Iteration 63Q (4738.130000 sec): 58 clusters
  Score: Raw -134001929.658119 + Penalty 130091.550474 = -133871838.107645
  nChanged 9648
Iteration 64Q (4821.400000 sec): 58 clusters
  Score: Raw -134003477.736785 + Penalty 130091.550474 = -133873386.186311
  nChanged 8700
Iteration 65Q (4922.540000 sec): 58 clusters
  Score: Raw -134004759.102672 + Penalty 130091.550474 = -133874667.552197
  nChanged 8008
Iteration 66Q (5004.680000 sec): 58 clusters
  Score: Raw -134005859.528111 + Penalty 130091.550474 = -133875767.977637
  nChanged 7441
Iteration 67Q (5089.030000 sec): 58 clusters
  Score: Raw -134006829.494847 + Penalty 130091.550474 = -133876737.944373
  nChanged 7064
Iteration 68Q (5168.980000 sec): 58 clusters
  Score: Raw -134007705.698448 + Penalty 130091.550474 = -133877614.147974
  nChanged 6768
Iteration 69Q (5267.150000 sec): 58 clusters
  Score: Raw -134008532.863614 + Penalty 130091.550474 = -133878441.313140
  nChanged 6540
Iteration 70Q (5347.990000 sec): 58 clusters
  Score: Raw -134009308.100360 + Penalty 130091.550474 = -133879216.549885
  nChanged 6130
Iteration 71Q (5432.860000 sec): 58 clusters
  Score: Raw -134009993.333436 + Penalty 130091.550474 = -133879901.782962
  nChanged 5925
Iteration 72Q (5515.510000 sec): 58 clusters
  Score: Raw -134010604.117497 + Penalty 130091.550474 = -133880512.567022
  nChanged 5615
Iteration 73Q (5621.420000 sec): 58 clusters
  Score: Raw -134011166.113472 + Penalty 130091.550474 = -133881074.562997
  nChanged 5434
Iteration 74Q (5703.950000 sec): 58 clusters
  Score: Raw -134011699.116893 + Penalty 130091.550474 = -133881607.566419
  nChanged 5327
Iteration 75Q (5791.630000 sec): 58 clusters
  Score: Raw -134012210.485788 + Penalty 130091.550474 = -133882118.935314
  nChanged 5132
Iteration 76Q (5890.320000 sec): 58 clusters
  Score: Raw -134012680.427937 + Penalty 130091.550474 = -133882588.877463
  nChanged 4907
Iteration 77Q (5983.640000 sec): 58 clusters
  Score: Raw -134013106.509288 + Penalty 130091.550474 = -133883014.958813
  nChanged 4713
Iteration 78Q (6072.100000 sec): 58 clusters
  Score: Raw -134013509.019705 + Penalty 130091.550474 = -133883417.469231
  nChanged 4483
Iteration 79Q (6156.300000 sec): 58 clusters
  Score: Raw -134013879.546490 + Penalty 130091.550474 = -133883787.996015
  nChanged 4344
Iteration 80F (6289.400000 sec): 58 clusters
  Score: Raw -134014669.068205 + Penalty 130091.550474 = -133884577.517730
  nChanged 4338
Iteration 81Q (6384.890000 sec): 58 clusters
  Score: Raw -134015223.983174 + Penalty 130091.550474 = -133885132.432699
  nChanged 4167
Iteration 82Q (6480.650000 sec): 58 clusters
  Score: Raw -134015618.196808 + Penalty 130091.550474 = -133885526.646333
  nChanged 3965
Iteration 83Q (6580.750000 sec): 58 clusters
  Score: Raw -134015938.064818 + Penalty 130091.550474 = -133885846.514344
  nChanged 3845
Iteration 84Q (6678.890000 sec): 58 clusters
  Score: Raw -134016224.827991 + Penalty 130091.550474 = -133886133.277516
  nChanged 3717
Iteration 85Q (6769.960000 sec): 58 clusters
  Score: Raw -134016482.884450 + Penalty 130091.550474 = -133886391.333976
  nChanged 3486
Iteration 86Q (6871.890000 sec): 58 clusters
  Score: Raw -134016723.560874 + Penalty 130091.550474 = -133886632.010400
  nChanged 3393
Iteration 87Q (6965.200000 sec): 58 clusters
  Score: Raw -134016951.995321 + Penalty 130091.550474 = -133886860.444847
  nChanged 3282
Iteration 88Q (7062.010000 sec): 58 clusters
  Score: Raw -134017161.321560 + Penalty 130091.550474 = -133887069.771085
  nChanged 3182
Iteration 89Q (7160.060000 sec): 58 clusters
  Score: Raw -134017356.589745 + Penalty 130091.550474 = -133887265.039271
  nChanged 3043
Iteration 90Q (7256.320000 sec): 58 clusters
  Score: Raw -134017536.976218 + Penalty 130091.550474 = -133887445.425743
  nChanged 3013
Iteration 91Q (7347.180000 sec): 58 clusters
  Score: Raw -134017709.240739 + Penalty 130091.550474 = -133887617.690264
  nChanged 2949
Iteration 92Q (7442.500000 sec): 58 clusters
  Score: Raw -134017873.077852 + Penalty 130091.550474 = -133887781.527378
  nChanged 2812
Iteration 93Q (7538.030000 sec): 58 clusters
  Score: Raw -134018024.697704 + Penalty 130091.550474 = -133887933.147230
  nChanged 2783
Iteration 94Q (7637.250000 sec): 58 clusters
  Score: Raw -134018165.061290 + Penalty 130091.550474 = -133888073.510816
  nChanged 2558
Iteration 95Q (7734.950000 sec): 58 clusters
  Score: Raw -134018289.130225 + Penalty 130091.550474 = -133888197.579751
  nChanged 2496
Iteration 96Q (7835.500000 sec): 58 clusters
  Score: Raw -134018408.747091 + Penalty 130091.550474 = -133888317.196617
  nChanged 2451
Iteration 97Q (7936.880000 sec): 58 clusters
  Score: Raw -134018525.317705 + Penalty 130091.550474 = -133888433.767230
  nChanged 2447
Iteration 98Q (8038.350000 sec): 58 clusters
  Score: Raw -134018633.534951 + Penalty 130091.550474 = -133888541.984477
  nChanged 2354
Writing temp clu file 
Because OldScore, -133888433.767230, is greater than current (better) Score,-133888541.984477 
 Compute initial score before splitting:   Score: Raw -134018633.534951 + Penalty 130091.550474 = -133888541.984477
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (18849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.860000 sec): 2 clusters
  Score: Raw -2033357.073892 + Penalty 1599.684960 = -2031757.388932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.150000 sec): 3 clusters
  Score: Raw -2022098.120305 + Penalty 3199.369921 = -2018898.750384
  nChanged 8433
		SP:Iteration 1F (8039.430000 sec): 3 clusters
  Score: Raw -2026709.103861 + Penalty 3199.369921 = -2023509.733940
  nChanged 1026
		SP:Iteration 2F (8039.770000 sec): 3 clusters
  Score: Raw -2027152.595090 + Penalty 3199.369921 = -2023953.225169
  nChanged 1007
		SP:Iteration 3F (8040.040000 sec): 3 clusters
  Score: Raw -2027645.467384 + Penalty 3199.369921 = -2024446.097464
  nChanged 989
		SP:Iteration 4F (8040.300000 sec): 3 clusters
  Score: Raw -2028189.203511 + Penalty 3199.369921 = -2024989.833590
  nChanged 1067
		SP:Iteration 5F (8040.550000 sec): 3 clusters
  Score: Raw -2028893.716450 + Penalty 3199.369921 = -2025694.346529
  nChanged 1111
		SP:Iteration 6F (8040.830000 sec): 3 clusters
  Score: Raw -2029802.979737 + Penalty 3199.369921 = -2026603.609816
  nChanged 1191
		SP:Iteration 7F (8041.080000 sec): 3 clusters
  Score: Raw -2030876.436678 + Penalty 3199.369921 = -2027677.066757
  nChanged 1166
		SP:Iteration 8F (8041.420000 sec): 3 clusters
  Score: Raw -2031879.176764 + Penalty 3199.369921 = -2028679.806843
  nChanged 1084
		SP:Iteration 9F (8041.660000 sec): 3 clusters
  Score: Raw -2032671.565767 + Penalty 3199.369921 = -2029472.195846
  nChanged 844
		SP:Iteration 10Q (8041.930000 sec): 3 clusters
  Score: Raw -2033118.679434 + Penalty 3199.369921 = -2029919.309514
  nChanged 583
		SP:Iteration 11Q (8042.230000 sec): 3 clusters
  Score: Raw -2033386.995830 + Penalty 3199.369921 = -2030187.625909
  nChanged 468
		SP:Iteration 12Q (8042.490000 sec): 3 clusters
  Score: Raw -2033593.610804 + Penalty 3199.369921 = -2030394.240883
  nChanged 409
		SP:Iteration 13Q (8042.760000 sec): 3 clusters
  Score: Raw -2033786.383892 + Penalty 3199.369921 = -2030587.013971
  nChanged 398
		SP:Iteration 14Q (8043.100000 sec): 3 clusters
  Score: Raw -2033970.488878 + Penalty 3199.369921 = -2030771.118957
  nChanged 361
		SP:Iteration 15Q (8043.400000 sec): 3 clusters
  Score: Raw -2034118.285799 + Penalty 3199.369921 = -2030918.915878
  nChanged 337
		SP:Iteration 16Q (8043.680000 sec): 3 clusters
  Score: Raw -2034264.323514 + Penalty 3199.369921 = -2031064.953593
  nChanged 354
		SP:Iteration 17Q (8043.890000 sec): 3 clusters
  Score: Raw -2034417.775905 + Penalty 3199.369921 = -2031218.405984
  nChanged 333
		SP:Iteration 18Q (8044.150000 sec): 3 clusters
  Score: Raw -2034558.679041 + Penalty 3199.369921 = -2031359.309120
  nChanged 336
		SP:Iteration 19Q (8044.480000 sec): 3 clusters
  Score: Raw -2034707.650380 + Penalty 3199.369921 = -2031508.280459
  nChanged 313
		SP:Iteration 20F (8044.780000 sec): 3 clusters
  Score: Raw -2034845.749763 + Penalty 3199.369921 = -2031646.379842
  nChanged 340
		SP:Iteration 21Q (8045.060000 sec): 3 clusters
  Score: Raw -2035031.035634 + Penalty 3199.369921 = -2031831.665713
  nChanged 372
		SP:Iteration 22Q (8045.320000 sec): 3 clusters
  Score: Raw -2035261.513936 + Penalty 3199.369921 = -2032062.144015
  nChanged 388
		SP:Iteration 23Q (8045.560000 sec): 3 clusters
  Score: Raw -2035567.140039 + Penalty 3199.369921 = -2032367.770118
  nChanged 399
		SP:Iteration 24Q (8045.860000 sec): 3 clusters
  Score: Raw -2035867.245189 + Penalty 3199.369921 = -2032667.875268
  nChanged 324
		SP:Iteration 25Q (8046.140000 sec): 3 clusters
  Score: Raw -2036089.163243 + Penalty 3199.369921 = -2032889.793322
  nChanged 277
		SP:Iteration 26Q (8046.480000 sec): 3 clusters
  Score: Raw -2036224.386298 + Penalty 3199.369921 = -2033025.016377
  nChanged 197
		SP:Iteration 27Q (8046.750000 sec): 3 clusters
  Score: Raw -2036289.572872 + Penalty 3199.369921 = -2033090.202951
  nChanged 142
		SP:Iteration 28Q (8047.030000 sec): 3 clusters
  Score: Raw -2036323.223428 + Penalty 3199.369921 = -2033123.853507
  nChanged 112
		SP:Iteration 29Q (8047.300000 sec): 3 clusters
  Score: Raw -2036343.572285 + Penalty 3199.369921 = -2033144.202364
  nChanged 88
		SP:Iteration 30Q (8047.550000 sec): 3 clusters
  Score: Raw -2036358.852583 + Penalty 3199.369921 = -2033159.482662
  nChanged 66
		SP:Iteration 31Q (8047.850000 sec): 3 clusters
  Score: Raw -2036368.688723 + Penalty 3199.369921 = -2033169.318802
  nChanged 48
		SP:Iteration 32Q (8048.130000 sec): 3 clusters
  Score: Raw -2036374.822306 + Penalty 3199.369921 = -2033175.452385
  nChanged 36
		SP:Iteration 33Q (8048.390000 sec): 3 clusters
  Score: Raw -2036378.534454 + Penalty 3199.369921 = -2033179.164533
  nChanged 33
		SP:Iteration 34Q (8048.670000 sec): 3 clusters
  Score: Raw -2036382.207074 + Penalty 3199.369921 = -2033182.837153
  nChanged 34
		SP:Iteration 35Q (8048.970000 sec): 3 clusters
  Score: Raw -2036385.751615 + Penalty 3199.369921 = -2033186.381694
  nChanged 29
		SP:Iteration 36Q (8049.240000 sec): 3 clusters
  Score: Raw -2036388.626153 + Penalty 3199.369921 = -2033189.256232
  nChanged 26
		SP:Iteration 37Q (8049.530000 sec): 3 clusters
  Score: Raw -2036391.257764 + Penalty 3199.369921 = -2033191.887843
  nChanged 38
		SP:Iteration 38Q (8049.860000 sec): 3 clusters
  Score: Raw -2036395.866540 + Penalty 3199.369921 = -2033196.496619
  nChanged 32
		SP:Iteration 39Q (8050.150000 sec): 3 clusters
  Score: Raw -2036398.634202 + Penalty 3199.369921 = -2033199.264281
  nChanged 19
		SP:Iteration 40F (8050.430000 sec): 3 clusters
  Score: Raw -2036400.136299 + Penalty 3199.369921 = -2033200.766378
  nChanged 16
		SP:Iteration 41Q (8050.760000 sec): 3 clusters
  Score: Raw -2036401.174522 + Penalty 3199.369921 = -2033201.804601
  nChanged 12
		SP:Iteration 42Q (8051.000000 sec): 3 clusters
  Score: Raw -2036401.991896 + Penalty 3199.369921 = -2033202.621975
  nChanged 12
		SP:Iteration 43Q (8051.330000 sec): 3 clusters
  Score: Raw -2036402.818056 + Penalty 3199.369921 = -2033203.448135
  nChanged 8
		SP:Iteration 44Q (8051.580000 sec): 3 clusters
  Score: Raw -2036403.398663 + Penalty 3199.369921 = -2033204.028742
  nChanged 8
		SP:Iteration 45Q (8051.860000 sec): 3 clusters
  Score: Raw -2036403.786441 + Penalty 3199.369921 = -2033204.416520
  nChanged 9
		SP:Iteration 46Q (8052.210000 sec): 3 clusters
  Score: Raw -2036404.242086 + Penalty 3199.369921 = -2033204.872166
  nChanged 8
		SP:Iteration 47Q (8052.440000 sec): 3 clusters
  Score: Raw -2036404.670426 + Penalty 3199.369921 = -2033205.300505
  nChanged 8
		SP:Iteration 48Q (8052.730000 sec): 3 clusters
  Score: Raw -2036405.298876 + Penalty 3199.369921 = -2033205.928955
  nChanged 10
		SP:Iteration 49Q (8052.960000 sec): 3 clusters
  Score: Raw -2036405.844597 + Penalty 3199.369921 = -2033206.474676
  nChanged 7
		SP:Iteration 50Q (8053.190000 sec): 3 clusters
  Score: Raw -2036406.251734 + Penalty 3199.369921 = -2033206.881813
  nChanged 8
		SP:Iteration 51Q (8053.420000 sec): 3 clusters
  Score: Raw -2036406.798504 + Penalty 3199.369921 = -2033207.428583
  nChanged 7
		SP:Iteration 52Q (8053.660000 sec): 3 clusters
  Score: Raw -2036407.318922 + Penalty 3199.369921 = -2033207.949001
  nChanged 4
		SP:Iteration 53Q (8053.870000 sec): 3 clusters
  Score: Raw -2036407.541310 + Penalty 3199.369921 = -2033208.171389
  nChanged 5
		SP:Iteration 54Q (8054.070000 sec): 3 clusters
  Score: Raw -2036407.895329 + Penalty 3199.369921 = -2033208.525408
  nChanged 3
		SP:Iteration 55Q (8054.270000 sec): 3 clusters
  Score: Raw -2036407.949885 + Penalty 3199.369921 = -2033208.579964
  nChanged 0
		SP:Iteration 56F (8054.500000 sec): 3 clusters
  Score: Raw -2036407.949885 + Penalty 3199.369921 = -2033208.579964
  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 9.11 GB.

 Trying to split cluster 2 (12467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8054.670000 sec): 2 clusters
  Score: Raw -1324571.302699 + Penalty 1532.511570 = -1323038.791128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8054.860000 sec): 3 clusters
  Score: Raw -1317332.644272 + Penalty 3065.023141 = -1314267.621131
  nChanged 5533
		SP:Iteration 1F (8055.070000 sec): 3 clusters
  Score: Raw -1320338.177941 + Penalty 3065.023141 = -1317273.154800
  nChanged 773
		SP:Iteration 2F (8055.310000 sec): 3 clusters
  Score: Raw -1320718.432032 + Penalty 3065.023141 = -1317653.408892
  nChanged 699
		SP:Iteration 3F (8055.550000 sec): 3 clusters
  Score: Raw -1321080.055751 + Penalty 3065.023141 = -1318015.032610
  nChanged 731
		SP:Iteration 4F (8055.780000 sec): 3 clusters
  Score: Raw -1321515.697854 + Penalty 3065.023141 = -1318450.674713
  nChanged 760
		SP:Iteration 5F (8056.020000 sec): 3 clusters
  Score: Raw -1322104.540723 + Penalty 3065.023141 = -1319039.517583
  nChanged 833
		SP:Iteration 6F (8056.220000 sec): 3 clusters
  Score: Raw -1322908.583925 + Penalty 3065.023141 = -1319843.560785
  nChanged 889
		SP:Iteration 7F (8056.460000 sec): 3 clusters
  Score: Raw -1323872.826572 + Penalty 3065.023141 = -1320807.803432
  nChanged 830
		SP:Iteration 8F (8056.690000 sec): 3 clusters
  Score: Raw -1324878.922054 + Penalty 3065.023141 = -1321813.898913
  nChanged 753
		SP:Iteration 9F (8056.910000 sec): 3 clusters
  Score: Raw -1325682.745834 + Penalty 3065.023141 = -1322617.722693
  nChanged 555
		SP:Iteration 10Q (8057.160000 sec): 3 clusters
  Score: Raw -1326088.232257 + Penalty 3065.023141 = -1323023.209117
  nChanged 295
		SP:Iteration 11Q (8057.380000 sec): 3 clusters
  Score: Raw -1326219.574527 + Penalty 3065.023141 = -1323154.551387
  nChanged 159
		SP:Iteration 12Q (8057.620000 sec): 3 clusters
  Score: Raw -1326269.110479 + Penalty 3065.023141 = -1323204.087338
  nChanged 83
		SP:Iteration 13Q (8057.830000 sec): 3 clusters
  Score: Raw -1326287.991138 + Penalty 3065.023141 = -1323222.967997
  nChanged 62
		SP:Iteration 14Q (8058.070000 sec): 3 clusters
  Score: Raw -1326298.901116 + Penalty 3065.023141 = -1323233.877976
  nChanged 45
		SP:Iteration 15Q (8058.300000 sec): 3 clusters
  Score: Raw -1326305.925143 + Penalty 3065.023141 = -1323240.902002
  nChanged 39
		SP:Iteration 16Q (8058.560000 sec): 3 clusters
  Score: Raw -1326312.152356 + Penalty 3065.023141 = -1323247.129215
  nChanged 20
		SP:Iteration 17Q (8058.780000 sec): 3 clusters
  Score: Raw -1326314.331084 + Penalty 3065.023141 = -1323249.307943
  nChanged 15
		SP:Iteration 18Q (8059.030000 sec): 3 clusters
  Score: Raw -1326316.952717 + Penalty 3065.023141 = -1323251.929577
  nChanged 20
		SP:Iteration 19Q (8059.210000 sec): 3 clusters
  Score: Raw -1326320.852936 + Penalty 3065.023141 = -1323255.829795
  nChanged 21
		SP:Iteration 20F (8059.480000 sec): 3 clusters
  Score: Raw -1326323.713456 + Penalty 3065.023141 = -1323258.690315
  nChanged 24
		SP:Iteration 21Q (8059.690000 sec): 3 clusters
  Score: Raw -1326326.826605 + Penalty 3065.023141 = -1323261.803464
  nChanged 19
		SP:Iteration 22Q (8059.950000 sec): 3 clusters
  Score: Raw -1326329.177404 + Penalty 3065.023141 = -1323264.154264
  nChanged 19
		SP:Iteration 23Q (8060.180000 sec): 3 clusters
  Score: Raw -1326331.780454 + Penalty 3065.023141 = -1323266.757313
  nChanged 15
		SP:Iteration 24Q (8060.460000 sec): 3 clusters
  Score: Raw -1326332.974242 + Penalty 3065.023141 = -1323267.951102
  nChanged 9
		SP:Iteration 25Q (8060.710000 sec): 3 clusters
  Score: Raw -1326333.675454 + Penalty 3065.023141 = -1323268.652313
  nChanged 6
		SP:Iteration 26Q (8061.020000 sec): 3 clusters
  Score: Raw -1326334.257665 + Penalty 3065.023141 = -1323269.234524
  nChanged 3
		SP:Iteration 27Q (8061.280000 sec): 3 clusters
  Score: Raw -1326334.474294 + Penalty 3065.023141 = -1323269.451154
  nChanged 4
		SP:Iteration 28Q (8061.510000 sec): 3 clusters
  Score: Raw -1326334.811952 + Penalty 3065.023141 = -1323269.788812
  nChanged 2
		SP:Iteration 29Q (8061.720000 sec): 3 clusters
  Score: Raw -1326335.268600 + Penalty 3065.023141 = -1323270.245460
  nChanged 5
		SP:Iteration 30Q (8062.010000 sec): 3 clusters
  Score: Raw -1326335.726247 + Penalty 3065.023141 = -1323270.703106
  nChanged 6
		SP:Iteration 31Q (8062.220000 sec): 3 clusters
  Score: Raw -1326336.423054 + Penalty 3065.023141 = -1323271.399914
  nChanged 2
		SP:Iteration 32Q (8062.450000 sec): 3 clusters
  Score: Raw -1326336.646818 + Penalty 3065.023141 = -1323271.623677
  nChanged 5
		SP:Iteration 33Q (8062.670000 sec): 3 clusters
  Score: Raw -1326337.296375 + Penalty 3065.023141 = -1323272.273234
  nChanged 5
		SP:Iteration 34Q (8062.900000 sec): 3 clusters
  Score: Raw -1326337.656347 + Penalty 3065.023141 = -1323272.633206
  nChanged 5
		SP:Iteration 35Q (8063.190000 sec): 3 clusters
  Score: Raw -1326337.896732 + Penalty 3065.023141 = -1323272.873592
  nChanged 2
		SP:Iteration 36Q (8063.440000 sec): 3 clusters
  Score: Raw -1326338.036808 + Penalty 3065.023141 = -1323273.013668
  nChanged 1
		SP:Iteration 37Q (8063.690000 sec): 3 clusters
  Score: Raw -1326338.098497 + Penalty 3065.023141 = -1323273.075357
  nChanged 3
		SP:Iteration 38Q (8063.970000 sec): 3 clusters
  Score: Raw -1326338.376390 + Penalty 3065.023141 = -1323273.353250
  nChanged 3
		SP:Iteration 39Q (8064.210000 sec): 3 clusters
  Score: Raw -1326338.598711 + Penalty 3065.023141 = -1323273.575570
  nChanged 2
		SP:Iteration 40F (8064.480000 sec): 3 clusters
  Score: Raw -1326338.908616 + Penalty 3065.023141 = -1323273.885476
  nChanged 5
		SP:Iteration 41Q (8064.710000 sec): 3 clusters
  Score: Raw -1326339.356682 + Penalty 3065.023141 = -1323274.333541
  nChanged 1
		SP:Iteration 42Q (8064.970000 sec): 3 clusters
  Score: Raw -1326339.420031 + Penalty 3065.023141 = -1323274.396890
  nChanged 2
		SP:Iteration 43Q (8065.160000 sec): 3 clusters
  Score: Raw -1326339.466489 + Penalty 3065.023141 = -1323274.443349
  nChanged 0
		SP:Iteration 44F (8065.430000 sec): 3 clusters
  Score: Raw -1326339.466489 + Penalty 3065.023141 = -1323274.443349
  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 9.11 GB.

 Trying to split cluster 3 (4288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8065.550000 sec): 2 clusters
  Score: Raw -460867.307142 + Penalty 1359.081052 = -459508.226090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8065.770000 sec): 3 clusters
  Score: Raw -458708.271681 + Penalty 2718.162103 = -455990.109578
  nChanged 1682
		SP:Iteration 1F (8065.940000 sec): 3 clusters
  Score: Raw -459655.930428 + Penalty 2718.162103 = -456937.768325
  nChanged 326
		SP:Iteration 2F (8066.140000 sec): 3 clusters
  Score: Raw -459854.495597 + Penalty 2718.162103 = -457136.333493
  nChanged 246
		SP:Iteration 3F (8066.360000 sec): 3 clusters
  Score: Raw -460018.959492 + Penalty 2718.162103 = -457300.797389
  nChanged 237
		SP:Iteration 4F (8066.520000 sec): 3 clusters
  Score: Raw -460176.884839 + Penalty 2718.162103 = -457458.722735
  nChanged 229
		SP:Iteration 5F (8066.740000 sec): 3 clusters
  Score: Raw -460357.159191 + Penalty 2718.162103 = -457638.997088
  nChanged 247
		SP:Iteration 6F (8066.940000 sec): 3 clusters
  Score: Raw -460581.419606 + Penalty 2718.162103 = -457863.257503
  nChanged 253
		SP:Iteration 7F (8067.110000 sec): 3 clusters
  Score: Raw -460785.354540 + Penalty 2718.162103 = -458067.192437
  nChanged 223
		SP:Iteration 8F (8067.280000 sec): 3 clusters
  Score: Raw -460962.397800 + Penalty 2718.162103 = -458244.235697
  nChanged 199
		SP:Iteration 9Q (8067.460000 sec): 3 clusters
  Score: Raw -461137.400273 + Penalty 2718.162103 = -458419.238170
  nChanged 192
		SP:Iteration 10Q (8067.660000 sec): 3 clusters
  Score: Raw -461258.871541 + Penalty 2718.162103 = -458540.709438
  nChanged 121
		SP:Iteration 11Q (8067.900000 sec): 3 clusters
  Score: Raw -461321.498577 + Penalty 2718.162103 = -458603.336473
  nChanged 77
		SP:Iteration 12Q (8068.050000 sec): 3 clusters
  Score: Raw -461358.548073 + Penalty 2718.162103 = -458640.385969
  nChanged 59
		SP:Iteration 13Q (8068.240000 sec): 3 clusters
  Score: Raw -461382.756422 + Penalty 2718.162103 = -458664.594318
  nChanged 46
		SP:Iteration 14Q (8068.420000 sec): 3 clusters
  Score: Raw -461400.759911 + Penalty 2718.162103 = -458682.597807
  nChanged 48
		SP:Iteration 15Q (8068.580000 sec): 3 clusters
  Score: Raw -461418.753594 + Penalty 2718.162103 = -458700.591490
  nChanged 36
		SP:Iteration 16Q (8068.780000 sec): 3 clusters
  Score: Raw -461431.319108 + Penalty 2718.162103 = -458713.157004
  nChanged 33
		SP:Iteration 17Q (8069.010000 sec): 3 clusters
  Score: Raw -461441.635360 + Penalty 2718.162103 = -458723.473256
  nChanged 29
		SP:Iteration 18Q (8069.200000 sec): 3 clusters
  Score: Raw -461450.905912 + Penalty 2718.162103 = -458732.743809
  nChanged 20
		SP:Iteration 19Q (8069.370000 sec): 3 clusters
  Score: Raw -461456.081720 + Penalty 2718.162103 = -458737.919617
  nChanged 13
		SP:Iteration 20F (8069.590000 sec): 3 clusters
  Score: Raw -461460.915544 + Penalty 2718.162103 = -458742.753441
  nChanged 13
		SP:Iteration 21Q (8069.770000 sec): 3 clusters
  Score: Raw -461464.951546 + Penalty 2718.162103 = -458746.789443
  nChanged 10
		SP:Iteration 22Q (8070.020000 sec): 3 clusters
  Score: Raw -461466.712775 + Penalty 2718.162103 = -458748.550672
  nChanged 6
		SP:Iteration 23Q (8070.200000 sec): 3 clusters
  Score: Raw -461468.038912 + Penalty 2718.162103 = -458749.876808
  nChanged 2
		SP:Iteration 24Q (8070.400000 sec): 3 clusters
  Score: Raw -461468.781184 + Penalty 2718.162103 = -458750.619080
  nChanged 3
		SP:Iteration 25Q (8070.630000 sec): 3 clusters
  Score: Raw -461469.834452 + Penalty 2718.162103 = -458751.672348
  nChanged 6
		SP:Iteration 26Q (8070.820000 sec): 3 clusters
  Score: Raw -461471.449526 + Penalty 2718.162103 = -458753.287423
  nChanged 3
		SP:Iteration 27Q (8071.050000 sec): 3 clusters
  Score: Raw -461472.133004 + Penalty 2718.162103 = -458753.970901
  nChanged 0
		SP:Iteration 28F (8071.230000 sec): 3 clusters
  Score: Raw -461472.133004 + Penalty 2718.162103 = -458753.970901
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (10146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8071.370000 sec): 2 clusters
  Score: Raw -1110660.573634 + Penalty 1499.035658 = -1109161.537976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8071.560000 sec): 3 clusters
  Score: Raw -1104840.632943 + Penalty 2998.071316 = -1101842.561627
  nChanged 4409
		SP:Iteration 1F (8071.790000 sec): 3 clusters
  Score: Raw -1107230.678835 + Penalty 2998.071316 = -1104232.607519
  nChanged 594
		SP:Iteration 2F (8072.090000 sec): 3 clusters
  Score: Raw -1107470.205105 + Penalty 2998.071316 = -1104472.133790
  nChanged 481
		SP:Iteration 3Q (8072.310000 sec): 3 clusters
  Score: Raw -1107710.317778 + Penalty 2998.071316 = -1104712.246462
  nChanged 458
		SP:Iteration 4Q (8072.530000 sec): 3 clusters
  Score: Raw -1107972.372905 + Penalty 2998.071316 = -1104974.301589
  nChanged 462
		SP:Iteration 5Q (8072.780000 sec): 3 clusters
  Score: Raw -1108238.017797 + Penalty 2998.071316 = -1105239.946482
  nChanged 427
		SP:Iteration 6Q (8073.040000 sec): 3 clusters
  Score: Raw -1108469.386613 + Penalty 2998.071316 = -1105471.315297
  nChanged 429
		SP:Iteration 7Q (8073.260000 sec): 3 clusters
  Score: Raw -1108686.249235 + Penalty 2998.071316 = -1105688.177919
  nChanged 434
		SP:Iteration 8Q (8073.480000 sec): 3 clusters
  Score: Raw -1108911.393321 + Penalty 2998.071316 = -1105913.322005
  nChanged 408
		SP:Iteration 9Q (8073.700000 sec): 3 clusters
  Score: Raw -1109135.352564 + Penalty 2998.071316 = -1106137.281248
  nChanged 389
		SP:Iteration 10Q (8073.920000 sec): 3 clusters
  Score: Raw -1109352.152483 + Penalty 2998.071316 = -1106354.081167
  nChanged 385
		SP:Iteration 11Q (8074.160000 sec): 3 clusters
  Score: Raw -1109547.578518 + Penalty 2998.071316 = -1106549.507202
  nChanged 338
		SP:Iteration 12Q (8074.430000 sec): 3 clusters
  Score: Raw -1109710.833978 + Penalty 2998.071316 = -1106712.762662
  nChanged 289
		SP:Iteration 13Q (8074.660000 sec): 3 clusters
  Score: Raw -1109839.147816 + Penalty 2998.071316 = -1106841.076501
  nChanged 245
		SP:Iteration 14Q (8074.850000 sec): 3 clusters
  Score: Raw -1109949.381541 + Penalty 2998.071316 = -1106951.310225
  nChanged 249
		SP:Iteration 15Q (8075.080000 sec): 3 clusters
  Score: Raw -1110076.201485 + Penalty 2998.071316 = -1107078.130169
  nChanged 222
		SP:Iteration 16Q (8075.280000 sec): 3 clusters
  Score: Raw -1110162.308489 + Penalty 2998.071316 = -1107164.237173
  nChanged 170
		SP:Iteration 17Q (8075.500000 sec): 3 clusters
  Score: Raw -1110232.013467 + Penalty 2998.071316 = -1107233.942151
  nChanged 166
		SP:Iteration 18Q (8075.690000 sec): 3 clusters
  Score: Raw -1110292.145284 + Penalty 2998.071316 = -1107294.073969
  nChanged 155
		SP:Iteration 19Q (8075.910000 sec): 3 clusters
  Score: Raw -1110363.903475 + Penalty 2998.071316 = -1107365.832159
  nChanged 160
		SP:Iteration 20F (8076.160000 sec): 3 clusters
  Score: Raw -1110450.943652 + Penalty 2998.071316 = -1107452.872336
  nChanged 177
		SP:Iteration 21Q (8076.430000 sec): 3 clusters
  Score: Raw -1110548.794644 + Penalty 2998.071316 = -1107550.723328
  nChanged 186
		SP:Iteration 22Q (8076.660000 sec): 3 clusters
  Score: Raw -1110661.689359 + Penalty 2998.071316 = -1107663.618043
  nChanged 175
		SP:Iteration 23Q (8076.860000 sec): 3 clusters
  Score: Raw -1110771.488746 + Penalty 2998.071316 = -1107773.417430
  nChanged 150
		SP:Iteration 24Q (8077.080000 sec): 3 clusters
  Score: Raw -1110871.505598 + Penalty 2998.071316 = -1107873.434282
  nChanged 131
		SP:Iteration 25Q (8077.300000 sec): 3 clusters
  Score: Raw -1110970.346332 + Penalty 2998.071316 = -1107972.275017
  nChanged 117
		SP:Iteration 26Q (8077.560000 sec): 3 clusters
  Score: Raw -1111040.539611 + Penalty 2998.071316 = -1108042.468295
  nChanged 108
		SP:Iteration 27Q (8077.810000 sec): 3 clusters
  Score: Raw -1111111.789259 + Penalty 2998.071316 = -1108113.717943
  nChanged 95
		SP:Iteration 28Q (8078.050000 sec): 3 clusters
  Score: Raw -1111165.994315 + Penalty 2998.071316 = -1108167.922999
  nChanged 68
		SP:Iteration 29Q (8078.240000 sec): 3 clusters
  Score: Raw -1111203.409143 + Penalty 2998.071316 = -1108205.337827
  nChanged 46
		SP:Iteration 30Q (8078.420000 sec): 3 clusters
  Score: Raw -1111221.855334 + Penalty 2998.071316 = -1108223.784019
  nChanged 47
		SP:Iteration 31Q (8078.680000 sec): 3 clusters
  Score: Raw -1111237.320073 + Penalty 2998.071316 = -1108239.248757
  nChanged 37
		SP:Iteration 32Q (8078.870000 sec): 3 clusters
  Score: Raw -1111252.242069 + Penalty 2998.071316 = -1108254.170753
  nChanged 36
		SP:Iteration 33Q (8079.130000 sec): 3 clusters
  Score: Raw -1111266.487942 + Penalty 2998.071316 = -1108268.416626
  nChanged 36
		SP:Iteration 34Q (8079.320000 sec): 3 clusters
  Score: Raw -1111279.624009 + Penalty 2998.071316 = -1108281.552694
  nChanged 27
		SP:Iteration 35Q (8079.540000 sec): 3 clusters
  Score: Raw -1111287.338684 + Penalty 2998.071316 = -1108289.267368
  nChanged 19
		SP:Iteration 36Q (8079.760000 sec): 3 clusters
  Score: Raw -1111293.324462 + Penalty 2998.071316 = -1108295.253146
  nChanged 17
		SP:Iteration 37Q (8079.970000 sec): 3 clusters
  Score: Raw -1111298.033207 + Penalty 2998.071316 = -1108299.961891
  nChanged 11
		SP:Iteration 38Q (8080.190000 sec): 3 clusters
  Score: Raw -1111301.778453 + Penalty 2998.071316 = -1108303.707137
  nChanged 7
		SP:Iteration 39Q (8080.420000 sec): 3 clusters
  Score: Raw -1111303.788669 + Penalty 2998.071316 = -1108305.717353
  nChanged 11
		SP:Iteration 40F (8080.640000 sec): 3 clusters
  Score: Raw -1111306.541821 + Penalty 2998.071316 = -1108308.470505
  nChanged 11
		SP:Iteration 41Q (8080.860000 sec): 3 clusters
  Score: Raw -1111309.623324 + Penalty 2998.071316 = -1108311.552008
  nChanged 13
		SP:Iteration 42Q (8081.140000 sec): 3 clusters
  Score: Raw -1111313.014786 + Penalty 2998.071316 = -1108314.943470
  nChanged 11
		SP:Iteration 43Q (8081.340000 sec): 3 clusters
  Score: Raw -1111316.850615 + Penalty 2998.071316 = -1108318.779299
  nChanged 17
		SP:Iteration 44Q (8081.550000 sec): 3 clusters
  Score: Raw -1111323.507677 + Penalty 2998.071316 = -1108325.436361
  nChanged 17
		SP:Iteration 45Q (8081.800000 sec): 3 clusters
  Score: Raw -1111329.331206 + Penalty 2998.071316 = -1108331.259890
  nChanged 20
		SP:Iteration 46Q (8082.000000 sec): 3 clusters
  Score: Raw -1111337.269556 + Penalty 2998.071316 = -1108339.198240
  nChanged 14
		SP:Iteration 47Q (8082.200000 sec): 3 clusters
  Score: Raw -1111342.857158 + Penalty 2998.071316 = -1108344.785843
  nChanged 13
		SP:Iteration 48Q (8082.470000 sec): 3 clusters
  Score: Raw -1111347.856118 + Penalty 2998.071316 = -1108349.784802
  nChanged 17
		SP:Iteration 49Q (8082.730000 sec): 3 clusters
  Score: Raw -1111354.032276 + Penalty 2998.071316 = -1108355.960960
  nChanged 19
		SP:Iteration 50Q (8082.920000 sec): 3 clusters
  Score: Raw -1111361.140550 + Penalty 2998.071316 = -1108363.069234
  nChanged 15
		SP:Iteration 51Q (8083.160000 sec): 3 clusters
  Score: Raw -1111367.788064 + Penalty 2998.071316 = -1108369.716748
  nChanged 23
		SP:Iteration 52Q (8083.400000 sec): 3 clusters
  Score: Raw -1111377.407803 + Penalty 2998.071316 = -1108379.336487
  nChanged 24
		SP:Iteration 53Q (8083.600000 sec): 3 clusters
  Score: Raw -1111384.822114 + Penalty 2998.071316 = -1108386.750798
  nChanged 18
		SP:Iteration 54Q (8083.850000 sec): 3 clusters
  Score: Raw -1111390.266437 + Penalty 2998.071316 = -1108392.195121
  nChanged 16
		SP:Iteration 55Q (8084.120000 sec): 3 clusters
  Score: Raw -1111396.220103 + Penalty 2998.071316 = -1108398.148787
  nChanged 16
		SP:Iteration 56Q (8084.360000 sec): 3 clusters
  Score: Raw -1111403.004625 + Penalty 2998.071316 = -1108404.933309
  nChanged 16
		SP:Iteration 57Q (8084.610000 sec): 3 clusters
  Score: Raw -1111408.664620 + Penalty 2998.071316 = -1108410.593304
  nChanged 12
		SP:Iteration 58Q (8084.810000 sec): 3 clusters
  Score: Raw -1111411.607877 + Penalty 2998.071316 = -1108413.536561
  nChanged 12
		SP:Iteration 59Q (8085.000000 sec): 3 clusters
  Score: Raw -1111414.476743 + Penalty 2998.071316 = -1108416.405427
  nChanged 6
		SP:Iteration 60F (8085.200000 sec): 3 clusters
  Score: Raw -1111416.165210 + Penalty 2998.071316 = -1108418.093894
  nChanged 7
		SP:Iteration 61Q (8085.460000 sec): 3 clusters
  Score: Raw -1111417.808524 + Penalty 2998.071316 = -1108419.737208
  nChanged 4
		SP:Iteration 62Q (8085.670000 sec): 3 clusters
  Score: Raw -1111418.925945 + Penalty 2998.071316 = -1108420.854629
  nChanged 5
		SP:Iteration 63Q (8085.880000 sec): 3 clusters
  Score: Raw -1111420.119813 + Penalty 2998.071316 = -1108422.048497
  nChanged 3
		SP:Iteration 64Q (8086.090000 sec): 3 clusters
  Score: Raw -1111421.007906 + Penalty 2998.071316 = -1108422.936590
  nChanged 4
		SP:Iteration 65Q (8086.320000 sec): 3 clusters
  Score: Raw -1111422.518663 + Penalty 2998.071316 = -1108424.447347
  nChanged 5
		SP:Iteration 66Q (8086.480000 sec): 3 clusters
  Score: Raw -1111423.718137 + Penalty 2998.071316 = -1108425.646821
  nChanged 5
		SP:Iteration 67Q (8086.670000 sec): 3 clusters
  Score: Raw -1111425.047094 + Penalty 2998.071316 = -1108426.975778
  nChanged 3
		SP:Iteration 68Q (8086.840000 sec): 3 clusters
  Score: Raw -1111425.655028 + Penalty 2998.071316 = -1108427.583712
  nChanged 4
		SP:Iteration 69Q (8087.020000 sec): 3 clusters
  Score: Raw -1111426.761977 + Penalty 2998.071316 = -1108428.690662
  nChanged 3
		SP:Iteration 70Q (8087.230000 sec): 3 clusters
  Score: Raw -1111427.342775 + Penalty 2998.071316 = -1108429.271459
  nChanged 5
		SP:Iteration 71Q (8087.430000 sec): 3 clusters
  Score: Raw -1111428.288231 + Penalty 2998.071316 = -1108430.216915
  nChanged 3
		SP:Iteration 72Q (8087.640000 sec): 3 clusters
  Score: Raw -1111429.144513 + Penalty 2998.071316 = -1108431.073198
  nChanged 4
		SP:Iteration 73Q (8087.820000 sec): 3 clusters
  Score: Raw -1111429.941531 + Penalty 2998.071316 = -1108431.870216
  nChanged 3
		SP:Iteration 74Q (8087.970000 sec): 3 clusters
  Score: Raw -1111430.531243 + Penalty 2998.071316 = -1108432.459927
  nChanged 2
		SP:Iteration 75Q (8088.250000 sec): 3 clusters
  Score: Raw -1111430.916201 + Penalty 2998.071316 = -1108432.844885
  nChanged 1
		SP:Iteration 76Q (8088.460000 sec): 3 clusters
  Score: Raw -1111431.181180 + Penalty 2998.071316 = -1108433.109864
  nChanged 0
		SP:Iteration 77F (8088.660000 sec): 3 clusters
  Score: Raw -1111431.181180 + Penalty 2998.071316 = -1108433.109864
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (109111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8089.380000 sec): 2 clusters
  Score: Raw -12442317.829044 + Penalty 1885.019661 = -12440432.809383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8090.270000 sec): 3 clusters
  Score: Raw -12371116.723034 + Penalty 3770.039322 = -12367346.683711
  nChanged 52117
		SP:Iteration 1F (8091.110000 sec): 3 clusters
  Score: Raw -12401365.073119 + Penalty 3770.039322 = -12397595.033797
  nChanged 3129
		SP:Iteration 2Q (8091.900000 sec): 3 clusters
  Score: Raw -12401969.638965 + Penalty 3770.039322 = -12398199.599643
  nChanged 3147
		SP:Iteration 3Q (8092.630000 sec): 3 clusters
  Score: Raw -12402609.456115 + Penalty 3770.039322 = -12398839.416793
  nChanged 3151
		SP:Iteration 4Q (8093.390000 sec): 3 clusters
  Score: Raw -12403313.107413 + Penalty 3770.039322 = -12399543.068091
  nChanged 3345
		SP:Iteration 5Q (8094.190000 sec): 3 clusters
  Score: Raw -12404185.183704 + Penalty 3770.039322 = -12400415.144382
  nChanged 3704
		SP:Iteration 6Q (8094.970000 sec): 3 clusters
  Score: Raw -12405390.735313 + Penalty 3770.039322 = -12401620.695991
  nChanged 4298
		SP:Iteration 7Q (8095.760000 sec): 3 clusters
  Score: Raw -12407273.163234 + Penalty 3770.039322 = -12403503.123912
  nChanged 5271
		SP:Iteration 8Q (8096.590000 sec): 3 clusters
  Score: Raw -12410355.503427 + Penalty 3770.039322 = -12406585.464105
  nChanged 6312
		SP:Iteration 9F (8097.370000 sec): 3 clusters
  Score: Raw -12415013.286624 + Penalty 3770.039322 = -12411243.247302
  nChanged 6763
		SP:Iteration 10F (8098.210000 sec): 3 clusters
  Score: Raw -12420160.177938 + Penalty 3770.039322 = -12416390.138615
  nChanged 6139
		SP:Iteration 11F (8098.990000 sec): 3 clusters
  Score: Raw -12423873.934635 + Penalty 3770.039322 = -12420103.895313
  nChanged 4277
		SP:Iteration 12Q (8099.810000 sec): 3 clusters
  Score: Raw -12425551.660933 + Penalty 3770.039322 = -12421781.621610
  nChanged 2690
		SP:Iteration 13Q (8100.660000 sec): 3 clusters
  Score: Raw -12426372.966732 + Penalty 3770.039322 = -12422602.927409
  nChanged 2043
		SP:Iteration 14Q (8101.460000 sec): 3 clusters
  Score: Raw -12427013.690428 + Penalty 3770.039322 = -12423243.651105
  nChanged 1947
		SP:Iteration 15Q (8102.270000 sec): 3 clusters
  Score: Raw -12427684.552697 + Penalty 3770.039322 = -12423914.513375
  nChanged 2053
		SP:Iteration 16Q (8103.040000 sec): 3 clusters
  Score: Raw -12428433.913939 + Penalty 3770.039322 = -12424663.874617
  nChanged 2042
		SP:Iteration 17Q (8103.800000 sec): 3 clusters
  Score: Raw -12429227.377030 + Penalty 3770.039322 = -12425457.337707
  nChanged 2112
		SP:Iteration 18Q (8104.590000 sec): 3 clusters
  Score: Raw -12430102.534844 + Penalty 3770.039322 = -12426332.495522
  nChanged 2110
		SP:Iteration 19Q (8105.330000 sec): 3 clusters
  Score: Raw -12431019.977248 + Penalty 3770.039322 = -12427249.937926
  nChanged 2105
		SP:Iteration 20F (8106.170000 sec): 3 clusters
  Score: Raw -12431989.360203 + Penalty 3770.039322 = -12428219.320880
  nChanged 2102
		SP:Iteration 21Q (8106.950000 sec): 3 clusters
  Score: Raw -12433015.316099 + Penalty 3770.039322 = -12429245.276776
  nChanged 2043
		SP:Iteration 22Q (8107.630000 sec): 3 clusters
  Score: Raw -12434067.234109 + Penalty 3770.039322 = -12430297.194786
  nChanged 1962
		SP:Iteration 23Q (8108.340000 sec): 3 clusters
  Score: Raw -12435096.002556 + Penalty 3770.039322 = -12431325.963234
  nChanged 1844
		SP:Iteration 24Q (8108.970000 sec): 3 clusters
  Score: Raw -12436091.344352 + Penalty 3770.039322 = -12432321.305029
  nChanged 1759
		SP:Iteration 25Q (8109.580000 sec): 3 clusters
  Score: Raw -12437098.490196 + Penalty 3770.039322 = -12433328.450874
  nChanged 1599
		SP:Iteration 26Q (8110.240000 sec): 3 clusters
  Score: Raw -12438075.774714 + Penalty 3770.039322 = -12434305.735392
  nChanged 1432
		SP:Iteration 27Q (8110.940000 sec): 3 clusters
  Score: Raw -12438998.738512 + Penalty 3770.039322 = -12435228.699190
  nChanged 1247
		SP:Iteration 28Q (8111.580000 sec): 3 clusters
  Score: Raw -12439859.697309 + Penalty 3770.039322 = -12436089.657986
  nChanged 1014
		SP:Iteration 29Q (8112.290000 sec): 3 clusters
  Score: Raw -12440555.959941 + Penalty 3770.039322 = -12436785.920619
  nChanged 778
		SP:Iteration 30Q (8112.950000 sec): 3 clusters
  Score: Raw -12441081.899098 + Penalty 3770.039322 = -12437311.859776
  nChanged 586
		SP:Iteration 31Q (8113.690000 sec): 3 clusters
  Score: Raw -12441477.124329 + Penalty 3770.039322 = -12437707.085006
  nChanged 463
		SP:Iteration 32Q (8114.420000 sec): 3 clusters
  Score: Raw -12441782.348327 + Penalty 3770.039322 = -12438012.309005
  nChanged 315
		SP:Iteration 33Q (8115.110000 sec): 3 clusters
  Score: Raw -12441973.513001 + Penalty 3770.039322 = -12438203.473678
  nChanged 238
		SP:Iteration 34Q (8115.820000 sec): 3 clusters
  Score: Raw -12442108.254717 + Penalty 3770.039322 = -12438338.215395
  nChanged 168
		SP:Iteration 35Q (8116.560000 sec): 3 clusters
  Score: Raw -12442205.671031 + Penalty 3770.039322 = -12438435.631708
  nChanged 138
		SP:Iteration 36Q (8117.280000 sec): 3 clusters
  Score: Raw -12442282.772609 + Penalty 3770.039322 = -12438512.733286
  nChanged 110
		SP:Iteration 37Q (8117.910000 sec): 3 clusters
  Score: Raw -12442340.658319 + Penalty 3770.039322 = -12438570.618997
  nChanged 70
		SP:Iteration 38Q (8118.620000 sec): 3 clusters
  Score: Raw -12442376.425073 + Penalty 3770.039322 = -12438606.385751
  nChanged 59
		SP:Iteration 39Q (8119.290000 sec): 3 clusters
  Score: Raw -12442409.487464 + Penalty 3770.039322 = -12438639.448142
  nChanged 47
		SP:Iteration 40F (8120.070000 sec): 3 clusters
  Score: Raw -12442439.053697 + Penalty 3770.039322 = -12438669.014375
  nChanged 42
		SP:Iteration 41Q (8120.770000 sec): 3 clusters
  Score: Raw -12442460.671346 + Penalty 3770.039322 = -12438690.632024
  nChanged 29
		SP:Iteration 42Q (8121.490000 sec): 3 clusters
  Score: Raw -12442476.609163 + Penalty 3770.039322 = -12438706.569841
  nChanged 21
		SP:Iteration 43Q (8122.220000 sec): 3 clusters
  Score: Raw -12442488.806257 + Penalty 3770.039322 = -12438718.766935
  nChanged 19
		SP:Iteration 44Q (8122.920000 sec): 3 clusters
  Score: Raw -12442502.024734 + Penalty 3770.039322 = -12438731.985411
  nChanged 19
		SP:Iteration 45Q (8123.720000 sec): 3 clusters
  Score: Raw -12442512.478623 + Penalty 3770.039322 = -12438742.439301
  nChanged 11
		SP:Iteration 46Q (8124.430000 sec): 3 clusters
  Score: Raw -12442518.392843 + Penalty 3770.039322 = -12438748.353521
  nChanged 9
		SP:Iteration 47Q (8125.120000 sec): 3 clusters
  Score: Raw -12442521.894882 + Penalty 3770.039322 = -12438751.855560
  nChanged 5
		SP:Iteration 48Q (8125.860000 sec): 3 clusters
  Score: Raw -12442524.181158 + Penalty 3770.039322 = -12438754.141836
  nChanged 4
		SP:Iteration 49Q (8126.580000 sec): 3 clusters
  Score: Raw -12442525.793258 + Penalty 3770.039322 = -12438755.753936
  nChanged 2
		SP:Iteration 50Q (8127.280000 sec): 3 clusters
  Score: Raw -12442526.527982 + Penalty 3770.039322 = -12438756.488659
  nChanged 3
		SP:Iteration 51Q (8128.050000 sec): 3 clusters
  Score: Raw -12442528.317410 + Penalty 3770.039322 = -12438758.278088
  nChanged 4
		SP:Iteration 52Q (8128.770000 sec): 3 clusters
  Score: Raw -12442530.287196 + Penalty 3770.039322 = -12438760.247873
  nChanged 4
		SP:Iteration 53Q (8129.480000 sec): 3 clusters
  Score: Raw -12442532.760858 + Penalty 3770.039322 = -12438762.721536
  nChanged 1
		SP:Iteration 54Q (8130.210000 sec): 3 clusters
  Score: Raw -12442533.208818 + Penalty 3770.039322 = -12438763.169496
  nChanged 1
		SP:Iteration 55Q (8131.020000 sec): 3 clusters
  Score: Raw -12442533.639854 + Penalty 3770.039322 = -12438763.600532
  nChanged 1
		SP:Iteration 56Q (8131.640000 sec): 3 clusters
  Score: Raw -12442534.032689 + Penalty 3770.039322 = -12438763.993366
  nChanged 1
		SP:Iteration 57Q (8132.320000 sec): 3 clusters
  Score: Raw -12442534.521816 + Penalty 3770.039322 = -12438764.482494
  nChanged 2
		SP:Iteration 58Q (8133.160000 sec): 3 clusters
  Score: Raw -12442535.658347 + Penalty 3770.039322 = -12438765.619025
  nChanged 1
		SP:Iteration 59Q (8133.860000 sec): 3 clusters
  Score: Raw -12442535.911232 + Penalty 3770.039322 = -12438765.871910
  nChanged 1
		SP:Iteration 60F (8134.650000 sec): 3 clusters
  Score: Raw -12442536.354381 + Penalty 3770.039322 = -12438766.315058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (21864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8134.880000 sec): 2 clusters
  Score: Raw -2227431.246525 + Penalty 1623.796968 = -2225807.449557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8135.130000 sec): 3 clusters
  Score: Raw -2214129.407972 + Penalty 3247.593936 = -2210881.814036
  nChanged 9918
		SP:Iteration 1F (8135.420000 sec): 3 clusters
  Score: Raw -2219939.212922 + Penalty 3247.593936 = -2216691.618986
  nChanged 1292
		SP:Iteration 2F (8135.690000 sec): 3 clusters
  Score: Raw -2220590.599093 + Penalty 3247.593936 = -2217343.005157
  nChanged 1259
		SP:Iteration 3F (8136.000000 sec): 3 clusters
  Score: Raw -2221345.266929 + Penalty 3247.593936 = -2218097.672993
  nChanged 1333
		SP:Iteration 4F (8136.300000 sec): 3 clusters
  Score: Raw -2222217.114780 + Penalty 3247.593936 = -2218969.520844
  nChanged 1373
		SP:Iteration 5F (8136.610000 sec): 3 clusters
  Score: Raw -2223175.751841 + Penalty 3247.593936 = -2219928.157905
  nChanged 1336
		SP:Iteration 6F (8136.910000 sec): 3 clusters
  Score: Raw -2224044.374397 + Penalty 3247.593936 = -2220796.780460
  nChanged 1240
		SP:Iteration 7F (8137.190000 sec): 3 clusters
  Score: Raw -2224685.941566 + Penalty 3247.593936 = -2221438.347630
  nChanged 979
		SP:Iteration 8Q (8137.530000 sec): 3 clusters
  Score: Raw -2225102.943516 + Penalty 3247.593936 = -2221855.349580
  nChanged 753
		SP:Iteration 9Q (8137.800000 sec): 3 clusters
  Score: Raw -2225384.038222 + Penalty 3247.593936 = -2222136.444286
  nChanged 579
		SP:Iteration 10Q (8138.080000 sec): 3 clusters
  Score: Raw -2225570.103183 + Penalty 3247.593936 = -2222322.509246
  nChanged 486
		SP:Iteration 11Q (8138.340000 sec): 3 clusters
  Score: Raw -2225726.947489 + Penalty 3247.593936 = -2222479.353553
  nChanged 445
		SP:Iteration 12Q (8138.620000 sec): 3 clusters
  Score: Raw -2225871.536506 + Penalty 3247.593936 = -2222623.942570
  nChanged 418
		SP:Iteration 13Q (8138.930000 sec): 3 clusters
  Score: Raw -2225998.245412 + Penalty 3247.593936 = -2222750.651476
  nChanged 397
		SP:Iteration 14Q (8139.190000 sec): 3 clusters
  Score: Raw -2226107.699193 + Penalty 3247.593936 = -2222860.105257
  nChanged 306
		SP:Iteration 15Q (8139.490000 sec): 3 clusters
  Score: Raw -2226180.449274 + Penalty 3247.593936 = -2222932.855338
  nChanged 274
		SP:Iteration 16Q (8139.760000 sec): 3 clusters
  Score: Raw -2226244.254861 + Penalty 3247.593936 = -2222996.660925
  nChanged 261
		SP:Iteration 17Q (8140.050000 sec): 3 clusters
  Score: Raw -2226307.449264 + Penalty 3247.593936 = -2223059.855327
  nChanged 245
		SP:Iteration 18Q (8140.340000 sec): 3 clusters
  Score: Raw -2226359.502731 + Penalty 3247.593936 = -2223111.908794
  nChanged 219
		SP:Iteration 19Q (8140.650000 sec): 3 clusters
  Score: Raw -2226405.109169 + Penalty 3247.593936 = -2223157.515233
  nChanged 206
		SP:Iteration 20F (8141.000000 sec): 3 clusters
  Score: Raw -2226445.224447 + Penalty 3247.593936 = -2223197.630511
  nChanged 193
		SP:Iteration 21Q (8141.250000 sec): 3 clusters
  Score: Raw -2226486.893436 + Penalty 3247.593936 = -2223239.299499
  nChanged 208
		SP:Iteration 22Q (8141.530000 sec): 3 clusters
  Score: Raw -2226531.207820 + Penalty 3247.593936 = -2223283.613883
  nChanged 211
		SP:Iteration 23Q (8141.800000 sec): 3 clusters
  Score: Raw -2226571.834748 + Penalty 3247.593936 = -2223324.240812
  nChanged 198
		SP:Iteration 24Q (8142.120000 sec): 3 clusters
  Score: Raw -2226607.957337 + Penalty 3247.593936 = -2223360.363400
  nChanged 187
		SP:Iteration 25Q (8142.430000 sec): 3 clusters
  Score: Raw -2226646.083738 + Penalty 3247.593936 = -2223398.489801
  nChanged 181
		SP:Iteration 26Q (8142.700000 sec): 3 clusters
  Score: Raw -2226681.872544 + Penalty 3247.593936 = -2223434.278607
  nChanged 171
		SP:Iteration 27Q (8143.020000 sec): 3 clusters
  Score: Raw -2226715.720697 + Penalty 3247.593936 = -2223468.126761
  nChanged 172
		SP:Iteration 28Q (8143.300000 sec): 3 clusters
  Score: Raw -2226746.455998 + Penalty 3247.593936 = -2223498.862061
  nChanged 157
		SP:Iteration 29Q (8143.610000 sec): 3 clusters
  Score: Raw -2226776.879017 + Penalty 3247.593936 = -2223529.285081
  nChanged 156
		SP:Iteration 30Q (8143.910000 sec): 3 clusters
  Score: Raw -2226805.868281 + Penalty 3247.593936 = -2223558.274345
  nChanged 161
		SP:Iteration 31Q (8144.200000 sec): 3 clusters
  Score: Raw -2226835.007909 + Penalty 3247.593936 = -2223587.413972
  nChanged 155
		SP:Iteration 32Q (8144.470000 sec): 3 clusters
  Score: Raw -2226862.964989 + Penalty 3247.593936 = -2223615.371052
  nChanged 152
		SP:Iteration 33Q (8144.780000 sec): 3 clusters
  Score: Raw -2226888.515131 + Penalty 3247.593936 = -2223640.921195
  nChanged 133
		SP:Iteration 34Q (8145.070000 sec): 3 clusters
  Score: Raw -2226909.036639 + Penalty 3247.593936 = -2223661.442703
  nChanged 129
		SP:Iteration 35Q (8145.320000 sec): 3 clusters
  Score: Raw -2226929.000438 + Penalty 3247.593936 = -2223681.406501
  nChanged 135
		SP:Iteration 36Q (8145.600000 sec): 3 clusters
  Score: Raw -2226951.201977 + Penalty 3247.593936 = -2223703.608040
  nChanged 135
		SP:Iteration 37Q (8145.870000 sec): 3 clusters
  Score: Raw -2226974.054049 + Penalty 3247.593936 = -2223726.460112
  nChanged 141
		SP:Iteration 38Q (8146.170000 sec): 3 clusters
  Score: Raw -2226999.478640 + Penalty 3247.593936 = -2223751.884703
  nChanged 135
		SP:Iteration 39Q (8146.470000 sec): 3 clusters
  Score: Raw -2227025.200659 + Penalty 3247.593936 = -2223777.606722
  nChanged 153
		SP:Iteration 40F (8146.740000 sec): 3 clusters
  Score: Raw -2227056.096270 + Penalty 3247.593936 = -2223808.502334
  nChanged 142
		SP:Iteration 41Q (8147.060000 sec): 3 clusters
  Score: Raw -2227082.239427 + Penalty 3247.593936 = -2223834.645490
  nChanged 150
		SP:Iteration 42Q (8147.320000 sec): 3 clusters
  Score: Raw -2227109.088726 + Penalty 3247.593936 = -2223861.494790
  nChanged 147
		SP:Iteration 43Q (8147.640000 sec): 3 clusters
  Score: Raw -2227138.897239 + Penalty 3247.593936 = -2223891.303303
  nChanged 147
		SP:Iteration 44Q (8147.900000 sec): 3 clusters
  Score: Raw -2227169.062435 + Penalty 3247.593936 = -2223921.468499
  nChanged 158
		SP:Iteration 45Q (8148.160000 sec): 3 clusters
  Score: Raw -2227203.052641 + Penalty 3247.593936 = -2223955.458704
  nChanged 165
		SP:Iteration 46Q (8148.480000 sec): 3 clusters
  Score: Raw -2227236.711994 + Penalty 3247.593936 = -2223989.118058
  nChanged 167
		SP:Iteration 47Q (8148.820000 sec): 3 clusters
  Score: Raw -2227271.909005 + Penalty 3247.593936 = -2224024.315069
  nChanged 160
		SP:Iteration 48Q (8149.110000 sec): 3 clusters
  Score: Raw -2227304.649874 + Penalty 3247.593936 = -2224057.055937
  nChanged 164
		SP:Iteration 49Q (8149.430000 sec): 3 clusters
  Score: Raw -2227338.814384 + Penalty 3247.593936 = -2224091.220448
  nChanged 192
		SP:Iteration 50Q (8149.760000 sec): 3 clusters
  Score: Raw -2227381.973857 + Penalty 3247.593936 = -2224134.379920
  nChanged 170
		SP:Iteration 51Q (8150.020000 sec): 3 clusters
  Score: Raw -2227417.627400 + Penalty 3247.593936 = -2224170.033464
  nChanged 169
		SP:Iteration 52Q (8150.300000 sec): 3 clusters
  Score: Raw -2227455.543404 + Penalty 3247.593936 = -2224207.949467
  nChanged 204
		SP:Iteration 53Q (8150.600000 sec): 3 clusters
  Score: Raw -2227507.651922 + Penalty 3247.593936 = -2224260.057986
  nChanged 210
		SP:Iteration 54Q (8150.900000 sec): 3 clusters
  Score: Raw -2227570.310347 + Penalty 3247.593936 = -2224322.716411
  nChanged 237
		SP:Iteration 55Q (8151.180000 sec): 3 clusters
  Score: Raw -2227638.773012 + Penalty 3247.593936 = -2224391.179075
  nChanged 266
		SP:Iteration 56Q (8151.480000 sec): 3 clusters
  Score: Raw -2227720.154058 + Penalty 3247.593936 = -2224472.560122
  nChanged 268
		SP:Iteration 57Q (8151.760000 sec): 3 clusters
  Score: Raw -2227802.808707 + Penalty 3247.593936 = -2224555.214771
  nChanged 267
		SP:Iteration 58Q (8152.040000 sec): 3 clusters
  Score: Raw -2227882.605869 + Penalty 3247.593936 = -2224635.011932
  nChanged 253
		SP:Iteration 59Q (8152.340000 sec): 3 clusters
  Score: Raw -2227962.587416 + Penalty 3247.593936 = -2224714.993479
  nChanged 275
		SP:Iteration 60F (8152.590000 sec): 3 clusters
  Score: Raw -2228065.882552 + Penalty 3247.593936 = -2224818.288615
  nChanged 295
		SP:Iteration 61Q (8152.910000 sec): 3 clusters
  Score: Raw -2228176.415328 + Penalty 3247.593936 = -2224928.821391
  nChanged 281
		SP:Iteration 62Q (8153.200000 sec): 3 clusters
  Score: Raw -2228274.809053 + Penalty 3247.593936 = -2225027.215117
  nChanged 233
		SP:Iteration 63Q (8153.480000 sec): 3 clusters
  Score: Raw -2228361.118370 + Penalty 3247.593936 = -2225113.524434
  nChanged 238
		SP:Iteration 64Q (8153.780000 sec): 3 clusters
  Score: Raw -2228462.125588 + Penalty 3247.593936 = -2225214.531651
  nChanged 249
		SP:Iteration 65Q (8154.070000 sec): 3 clusters
  Score: Raw -2228583.820518 + Penalty 3247.593936 = -2225336.226582
  nChanged 216
		SP:Iteration 66Q (8154.330000 sec): 3 clusters
  Score: Raw -2228685.692250 + Penalty 3247.593936 = -2225438.098313
  nChanged 187
		SP:Iteration 67Q (8154.700000 sec): 3 clusters
  Score: Raw -2228773.933300 + Penalty 3247.593936 = -2225526.339364
  nChanged 168
		SP:Iteration 68Q (8155.040000 sec): 3 clusters
  Score: Raw -2228854.111591 + Penalty 3247.593936 = -2225606.517655
  nChanged 147
		SP:Iteration 69Q (8155.300000 sec): 3 clusters
  Score: Raw -2228933.542368 + Penalty 3247.593936 = -2225685.948431
  nChanged 126
		SP:Iteration 70Q (8155.600000 sec): 3 clusters
  Score: Raw -2229008.360084 + Penalty 3247.593936 = -2225760.766148
  nChanged 97
		SP:Iteration 71Q (8155.930000 sec): 3 clusters
  Score: Raw -2229062.024918 + Penalty 3247.593936 = -2225814.430982
  nChanged 80
		SP:Iteration 72Q (8156.220000 sec): 3 clusters
  Score: Raw -2229106.174547 + Penalty 3247.593936 = -2225858.580610
  nChanged 69
		SP:Iteration 73Q (8156.480000 sec): 3 clusters
  Score: Raw -2229149.324598 + Penalty 3247.593936 = -2225901.730662
  nChanged 66
		SP:Iteration 74Q (8156.770000 sec): 3 clusters
  Score: Raw -2229189.941502 + Penalty 3247.593936 = -2225942.347565
  nChanged 53
		SP:Iteration 75Q (8157.040000 sec): 3 clusters
  Score: Raw -2229237.391773 + Penalty 3247.593936 = -2225989.797836
  nChanged 63
		SP:Iteration 76Q (8157.350000 sec): 3 clusters
  Score: Raw -2229282.163594 + Penalty 3247.593936 = -2226034.569658
  nChanged 56
		SP:Iteration 77Q (8157.670000 sec): 3 clusters
  Score: Raw -2229322.873800 + Penalty 3247.593936 = -2226075.279863
  nChanged 61
		SP:Iteration 78Q (8157.940000 sec): 3 clusters
  Score: Raw -2229364.818395 + Penalty 3247.593936 = -2226117.224459
  nChanged 45
		SP:Iteration 79Q (8158.290000 sec): 3 clusters
  Score: Raw -2229389.216578 + Penalty 3247.593936 = -2226141.622641
  nChanged 33
		SP:Iteration 80F (8158.510000 sec): 3 clusters
  Score: Raw -2229406.117349 + Penalty 3247.593936 = -2226158.523412
  nChanged 37
		SP:Iteration 81Q (8158.790000 sec): 3 clusters
  Score: Raw -2229420.698156 + Penalty 3247.593936 = -2226173.104220
  nChanged 24
		SP:Iteration 82Q (8159.060000 sec): 3 clusters
  Score: Raw -2229431.499905 + Penalty 3247.593936 = -2226183.905968
  nChanged 26
		SP:Iteration 83Q (8159.340000 sec): 3 clusters
  Score: Raw -2229447.928477 + Penalty 3247.593936 = -2226200.334541
  nChanged 29
		SP:Iteration 84Q (8159.660000 sec): 3 clusters
  Score: Raw -2229466.545465 + Penalty 3247.593936 = -2226218.951529
  nChanged 29
		SP:Iteration 85Q (8159.930000 sec): 3 clusters
  Score: Raw -2229481.141751 + Penalty 3247.593936 = -2226233.547814
  nChanged 27
		SP:Iteration 86Q (8160.180000 sec): 3 clusters
  Score: Raw -2229491.739236 + Penalty 3247.593936 = -2226244.145300
  nChanged 21
		SP:Iteration 87Q (8160.440000 sec): 3 clusters
  Score: Raw -2229498.450414 + Penalty 3247.593936 = -2226250.856477
  nChanged 10
		SP:Iteration 88Q (8160.690000 sec): 3 clusters
  Score: Raw -2229501.073733 + Penalty 3247.593936 = -2226253.479796
  nChanged 3
		SP:Iteration 89Q (8160.950000 sec): 3 clusters
  Score: Raw -2229501.784545 + Penalty 3247.593936 = -2226254.190609
  nChanged 2
		SP:Iteration 90Q (8161.240000 sec): 3 clusters
  Score: Raw -2229502.162360 + Penalty 3247.593936 = -2226254.568423
  nChanged 3
		SP:Iteration 91Q (8161.460000 sec): 3 clusters
  Score: Raw -2229502.742482 + Penalty 3247.593936 = -2226255.148545
  nChanged 3
		SP:Iteration 92Q (8161.760000 sec): 3 clusters
  Score: Raw -2229503.197901 + Penalty 3247.593936 = -2226255.603964
  nChanged 0
		SP:Iteration 93F (8162.080000 sec): 3 clusters
  Score: Raw -2229503.197901 + Penalty 3247.593936 = -2226255.603964
  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 9.11 GB.

 Trying to split cluster 7 (25219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8162.270000 sec): 2 clusters
  Score: Raw -2743294.333747 + Penalty 1646.994856 = -2741647.338891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8162.670000 sec): 3 clusters
  Score: Raw -2727900.153931 + Penalty 3293.989711 = -2724606.164220
  nChanged 11658
		SP:Iteration 1F (8163.030000 sec): 3 clusters
  Score: Raw -2734305.135201 + Penalty 3293.989711 = -2731011.145490
  nChanged 1273
		SP:Iteration 2F (8163.300000 sec): 3 clusters
  Score: Raw -2734806.868602 + Penalty 3293.989711 = -2731512.878890
  nChanged 1241
		SP:Iteration 3Q (8163.610000 sec): 3 clusters
  Score: Raw -2735329.465010 + Penalty 3293.989711 = -2732035.475299
  nChanged 1234
		SP:Iteration 4Q (8163.900000 sec): 3 clusters
  Score: Raw -2735949.740007 + Penalty 3293.989711 = -2732655.750296
  nChanged 1309
		SP:Iteration 5F (8164.220000 sec): 3 clusters
  Score: Raw -2736656.007114 + Penalty 3293.989711 = -2733362.017403
  nChanged 1355
		SP:Iteration 6F (8164.500000 sec): 3 clusters
  Score: Raw -2737420.123884 + Penalty 3293.989711 = -2734126.134173
  nChanged 1325
		SP:Iteration 7F (8164.840000 sec): 3 clusters
  Score: Raw -2738126.012276 + Penalty 3293.989711 = -2734832.022565
  nChanged 1217
		SP:Iteration 8Q (8165.140000 sec): 3 clusters
  Score: Raw -2738775.847039 + Penalty 3293.989711 = -2735481.857328
  nChanged 1109
		SP:Iteration 9Q (8165.460000 sec): 3 clusters
  Score: Raw -2739390.930490 + Penalty 3293.989711 = -2736096.940779
  nChanged 1048
		SP:Iteration 10Q (8165.800000 sec): 3 clusters
  Score: Raw -2739908.164461 + Penalty 3293.989711 = -2736614.174749
  nChanged 866
		SP:Iteration 11Q (8166.110000 sec): 3 clusters
  Score: Raw -2740298.721613 + Penalty 3293.989711 = -2737004.731901
  nChanged 703
		SP:Iteration 12Q (8166.400000 sec): 3 clusters
  Score: Raw -2740613.365025 + Penalty 3293.989711 = -2737319.375314
  nChanged 629
		SP:Iteration 13Q (8166.760000 sec): 3 clusters
  Score: Raw -2740878.022868 + Penalty 3293.989711 = -2737584.033156
  nChanged 543
		SP:Iteration 14Q (8167.080000 sec): 3 clusters
  Score: Raw -2741097.519208 + Penalty 3293.989711 = -2737803.529497
  nChanged 496
		SP:Iteration 15Q (8167.370000 sec): 3 clusters
  Score: Raw -2741306.206781 + Penalty 3293.989711 = -2738012.217070
  nChanged 473
		SP:Iteration 16Q (8167.680000 sec): 3 clusters
  Score: Raw -2741507.033992 + Penalty 3293.989711 = -2738213.044281
  nChanged 481
		SP:Iteration 17Q (8167.980000 sec): 3 clusters
  Score: Raw -2741736.883032 + Penalty 3293.989711 = -2738442.893321
  nChanged 489
		SP:Iteration 18Q (8168.250000 sec): 3 clusters
  Score: Raw -2741970.654845 + Penalty 3293.989711 = -2738676.665133
  nChanged 488
		SP:Iteration 19Q (8168.580000 sec): 3 clusters
  Score: Raw -2742201.826182 + Penalty 3293.989711 = -2738907.836471
  nChanged 468
		SP:Iteration 20F (8168.900000 sec): 3 clusters
  Score: Raw -2742427.373994 + Penalty 3293.989711 = -2739133.384283
  nChanged 439
		SP:Iteration 21Q (8169.170000 sec): 3 clusters
  Score: Raw -2742638.240502 + Penalty 3293.989711 = -2739344.250791
  nChanged 401
		SP:Iteration 22Q (8169.510000 sec): 3 clusters
  Score: Raw -2742820.268798 + Penalty 3293.989711 = -2739526.279087
  nChanged 383
		SP:Iteration 23Q (8169.790000 sec): 3 clusters
  Score: Raw -2742989.379242 + Penalty 3293.989711 = -2739695.389531
  nChanged 339
		SP:Iteration 24Q (8170.090000 sec): 3 clusters
  Score: Raw -2743129.139388 + Penalty 3293.989711 = -2739835.149676
  nChanged 298
		SP:Iteration 25Q (8170.420000 sec): 3 clusters
  Score: Raw -2743241.739321 + Penalty 3293.989711 = -2739947.749610
  nChanged 266
		SP:Iteration 26Q (8170.700000 sec): 3 clusters
  Score: Raw -2743330.118750 + Penalty 3293.989711 = -2740036.129039
  nChanged 222
		SP:Iteration 27Q (8171.020000 sec): 3 clusters
  Score: Raw -2743393.821885 + Penalty 3293.989711 = -2740099.832173
  nChanged 191
		SP:Iteration 28Q (8171.290000 sec): 3 clusters
  Score: Raw -2743447.148555 + Penalty 3293.989711 = -2740153.158844
  nChanged 166
		SP:Iteration 29Q (8171.650000 sec): 3 clusters
  Score: Raw -2743493.713411 + Penalty 3293.989711 = -2740199.723700
  nChanged 153
		SP:Iteration 30Q (8171.910000 sec): 3 clusters
  Score: Raw -2743535.099351 + Penalty 3293.989711 = -2740241.109640
  nChanged 128
		SP:Iteration 31Q (8172.220000 sec): 3 clusters
  Score: Raw -2743565.158771 + Penalty 3293.989711 = -2740271.169060
  nChanged 102
		SP:Iteration 32Q (8172.510000 sec): 3 clusters
  Score: Raw -2743589.448779 + Penalty 3293.989711 = -2740295.459068
  nChanged 108
		SP:Iteration 33Q (8172.800000 sec): 3 clusters
  Score: Raw -2743615.401912 + Penalty 3293.989711 = -2740321.412201
  nChanged 117
		SP:Iteration 34Q (8173.030000 sec): 3 clusters
  Score: Raw -2743644.470740 + Penalty 3293.989711 = -2740350.481029
  nChanged 116
		SP:Iteration 35Q (8173.330000 sec): 3 clusters
  Score: Raw -2743674.192917 + Penalty 3293.989711 = -2740380.203206
  nChanged 106
		SP:Iteration 36Q (8173.630000 sec): 3 clusters
  Score: Raw -2743702.157336 + Penalty 3293.989711 = -2740408.167625
  nChanged 106
		SP:Iteration 37Q (8173.940000 sec): 3 clusters
  Score: Raw -2743727.620939 + Penalty 3293.989711 = -2740433.631228
  nChanged 90
		SP:Iteration 38Q (8174.240000 sec): 3 clusters
  Score: Raw -2743749.274214 + Penalty 3293.989711 = -2740455.284503
  nChanged 84
		SP:Iteration 39Q (8174.530000 sec): 3 clusters
  Score: Raw -2743769.279966 + Penalty 3293.989711 = -2740475.290255
  nChanged 88
		SP:Iteration 40F (8174.740000 sec): 3 clusters
  Score: Raw -2743788.898864 + Penalty 3293.989711 = -2740494.909152
  nChanged 69
		SP:Iteration 41Q (8175.030000 sec): 3 clusters
  Score: Raw -2743803.278226 + Penalty 3293.989711 = -2740509.288515
  nChanged 63
		SP:Iteration 42Q (8175.410000 sec): 3 clusters
  Score: Raw -2743813.682621 + Penalty 3293.989711 = -2740519.692910
  nChanged 42
		SP:Iteration 43Q (8175.740000 sec): 3 clusters
  Score: Raw -2743820.490906 + Penalty 3293.989711 = -2740526.501195
  nChanged 31
		SP:Iteration 44Q (8176.030000 sec): 3 clusters
  Score: Raw -2743827.068610 + Penalty 3293.989711 = -2740533.078899
  nChanged 34
		SP:Iteration 45Q (8176.280000 sec): 3 clusters
  Score: Raw -2743832.992084 + Penalty 3293.989711 = -2740539.002372
  nChanged 35
		SP:Iteration 46Q (8176.560000 sec): 3 clusters
  Score: Raw -2743840.774598 + Penalty 3293.989711 = -2740546.784887
  nChanged 29
		SP:Iteration 47Q (8176.830000 sec): 3 clusters
  Score: Raw -2743845.238360 + Penalty 3293.989711 = -2740551.248649
  nChanged 22
		SP:Iteration 48Q (8177.060000 sec): 3 clusters
  Score: Raw -2743848.483171 + Penalty 3293.989711 = -2740554.493459
  nChanged 31
		SP:Iteration 49Q (8177.370000 sec): 3 clusters
  Score: Raw -2743854.460979 + Penalty 3293.989711 = -2740560.471268
  nChanged 40
		SP:Iteration 50Q (8177.680000 sec): 3 clusters
  Score: Raw -2743862.959845 + Penalty 3293.989711 = -2740568.970134
  nChanged 36
		SP:Iteration 51Q (8177.920000 sec): 3 clusters
  Score: Raw -2743869.057876 + Penalty 3293.989711 = -2740575.068165
  nChanged 31
		SP:Iteration 52Q (8178.240000 sec): 3 clusters
  Score: Raw -2743873.813924 + Penalty 3293.989711 = -2740579.824213
  nChanged 19
		SP:Iteration 53Q (8178.550000 sec): 3 clusters
  Score: Raw -2743876.947110 + Penalty 3293.989711 = -2740582.957399
  nChanged 18
		SP:Iteration 54Q (8178.870000 sec): 3 clusters
  Score: Raw -2743880.070811 + Penalty 3293.989711 = -2740586.081099
  nChanged 20
		SP:Iteration 55Q (8179.160000 sec): 3 clusters
  Score: Raw -2743884.049668 + Penalty 3293.989711 = -2740590.059957
  nChanged 22
		SP:Iteration 56Q (8179.460000 sec): 3 clusters
  Score: Raw -2743888.698811 + Penalty 3293.989711 = -2740594.709099
  nChanged 25
		SP:Iteration 57Q (8179.780000 sec): 3 clusters
  Score: Raw -2743893.163118 + Penalty 3293.989711 = -2740599.173407
  nChanged 16
		SP:Iteration 58Q (8180.050000 sec): 3 clusters
  Score: Raw -2743895.727593 + Penalty 3293.989711 = -2740601.737882
  nChanged 15
		SP:Iteration 59Q (8180.390000 sec): 3 clusters
  Score: Raw -2743897.230501 + Penalty 3293.989711 = -2740603.240790
  nChanged 6
		SP:Iteration 60F (8180.720000 sec): 3 clusters
  Score: Raw -2743897.898392 + Penalty 3293.989711 = -2740603.908681
  nChanged 9
		SP:Iteration 61Q (8180.980000 sec): 3 clusters
  Score: Raw -2743899.316257 + Penalty 3293.989711 = -2740605.326546
  nChanged 7
		SP:Iteration 62Q (8181.280000 sec): 3 clusters
  Score: Raw -2743900.418660 + Penalty 3293.989711 = -2740606.428949
  nChanged 6
		SP:Iteration 63Q (8181.580000 sec): 3 clusters
  Score: Raw -2743901.456317 + Penalty 3293.989711 = -2740607.466606
  nChanged 7
		SP:Iteration 64Q (8181.880000 sec): 3 clusters
  Score: Raw -2743902.116664 + Penalty 3293.989711 = -2740608.126953
  nChanged 2
		SP:Iteration 65Q (8182.190000 sec): 3 clusters
  Score: Raw -2743902.227813 + Penalty 3293.989711 = -2740608.238101
  nChanged 0
		SP:Iteration 66F (8182.570000 sec): 3 clusters
  Score: Raw -2743902.227813 + Penalty 3293.989711 = -2740608.238101
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (5815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8182.650000 sec): 2 clusters
  Score: Raw -615577.198359 + Penalty 1408.581861 = -614168.616498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8182.870000 sec): 3 clusters
  Score: Raw -612504.488994 + Penalty 2817.163721 = -609687.325273
  nChanged 2337
		SP:Iteration 1F (8183.060000 sec): 3 clusters
  Score: Raw -613842.682092 + Penalty 2817.163721 = -611025.518371
  nChanged 422
		SP:Iteration 2F (8183.220000 sec): 3 clusters
  Score: Raw -614120.939844 + Penalty 2817.163721 = -611303.776123
  nChanged 380
		SP:Iteration 3F (8183.370000 sec): 3 clusters
  Score: Raw -614397.982065 + Penalty 2817.163721 = -611580.818344
  nChanged 371
		SP:Iteration 4F (8183.500000 sec): 3 clusters
  Score: Raw -614709.792399 + Penalty 2817.163721 = -611892.628677
  nChanged 382
		SP:Iteration 5F (8183.640000 sec): 3 clusters
  Score: Raw -615026.638094 + Penalty 2817.163721 = -612209.474373
  nChanged 342
		SP:Iteration 6F (8183.770000 sec): 3 clusters
  Score: Raw -615318.320010 + Penalty 2817.163721 = -612501.156289
  nChanged 312
		SP:Iteration 7F (8183.950000 sec): 3 clusters
  Score: Raw -615541.022638 + Penalty 2817.163721 = -612723.858917
  nChanged 238
		SP:Iteration 8Q (8184.090000 sec): 3 clusters
  Score: Raw -615668.759044 + Penalty 2817.163721 = -612851.595323
  nChanged 171
		SP:Iteration 9Q (8184.210000 sec): 3 clusters
  Score: Raw -615744.321775 + Penalty 2817.163721 = -612927.158054
  nChanged 122
		SP:Iteration 10Q (8184.340000 sec): 3 clusters
  Score: Raw -615788.113603 + Penalty 2817.163721 = -612970.949882
  nChanged 79
		SP:Iteration 11Q (8184.460000 sec): 3 clusters
  Score: Raw -615807.892561 + Penalty 2817.163721 = -612990.728839
  nChanged 34
		SP:Iteration 12Q (8184.640000 sec): 3 clusters
  Score: Raw -615815.114847 + Penalty 2817.163721 = -612997.951125
  nChanged 26
		SP:Iteration 13Q (8184.790000 sec): 3 clusters
  Score: Raw -615819.189754 + Penalty 2817.163721 = -613002.026033
  nChanged 18
		SP:Iteration 14Q (8184.990000 sec): 3 clusters
  Score: Raw -615822.192713 + Penalty 2817.163721 = -613005.028992
  nChanged 13
		SP:Iteration 15Q (8185.210000 sec): 3 clusters
  Score: Raw -615824.829075 + Penalty 2817.163721 = -613007.665354
  nChanged 5
		SP:Iteration 16Q (8185.390000 sec): 3 clusters
  Score: Raw -615825.693686 + Penalty 2817.163721 = -613008.529965
  nChanged 9
		SP:Iteration 17Q (8185.580000 sec): 3 clusters
  Score: Raw -615826.871860 + Penalty 2817.163721 = -613009.708138
  nChanged 5
		SP:Iteration 18Q (8185.770000 sec): 3 clusters
  Score: Raw -615827.677827 + Penalty 2817.163721 = -613010.514106
  nChanged 6
		SP:Iteration 19Q (8185.980000 sec): 3 clusters
  Score: Raw -615828.349734 + Penalty 2817.163721 = -613011.186013
  nChanged 3
		SP:Iteration 20F (8186.150000 sec): 3 clusters
  Score: Raw -615828.901660 + Penalty 2817.163721 = -613011.737939
  nChanged 1
		SP:Iteration 21Q (8186.310000 sec): 3 clusters
  Score: Raw -615829.105366 + Penalty 2817.163721 = -613011.941645
  nChanged 2
		SP:Iteration 22Q (8186.460000 sec): 3 clusters
  Score: Raw -615829.363914 + Penalty 2817.163721 = -613012.200193
  nChanged 3
		SP:Iteration 23Q (8186.640000 sec): 3 clusters
  Score: Raw -615829.551093 + Penalty 2817.163721 = -613012.387372
  nChanged 1
		SP:Iteration 24Q (8186.810000 sec): 3 clusters
  Score: Raw -615829.631421 + Penalty 2817.163721 = -613012.467700
  nChanged 1
		SP:Iteration 25Q (8186.970000 sec): 3 clusters
  Score: Raw -615829.880502 + Penalty 2817.163721 = -613012.716781
  nChanged 1
		SP:Iteration 26Q (8187.120000 sec): 3 clusters
  Score: Raw -615830.010660 + Penalty 2817.163721 = -613012.846939
  nChanged 2
		SP:Iteration 27Q (8187.300000 sec): 3 clusters
  Score: Raw -615830.232658 + Penalty 2817.163721 = -613013.068937
  nChanged 0
		SP:Iteration 28F (8187.480000 sec): 3 clusters
  Score: Raw -615830.232658 + Penalty 2817.163721 = -613013.068937
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (7015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8187.560000 sec): 2 clusters
  Score: Raw -697465.233060 + Penalty 1439.068474 = -696026.164586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8187.710000 sec): 3 clusters
  Score: Raw -693644.878799 + Penalty 2878.136948 = -690766.741851
  nChanged 3001
		SP:Iteration 1F (8187.900000 sec): 3 clusters
  Score: Raw -695648.578862 + Penalty 2878.136948 = -692770.441915
  nChanged 626
		SP:Iteration 2F (8188.020000 sec): 3 clusters
  Score: Raw -696165.024559 + Penalty 2878.136948 = -693286.887611
  nChanged 532
		SP:Iteration 3F (8188.220000 sec): 3 clusters
  Score: Raw -696568.086442 + Penalty 2878.136948 = -693689.949495
  nChanged 438
		SP:Iteration 4F (8188.430000 sec): 3 clusters
  Score: Raw -696855.140146 + Penalty 2878.136948 = -693977.003198
  nChanged 355
		SP:Iteration 5F (8188.590000 sec): 3 clusters
  Score: Raw -697081.005087 + Penalty 2878.136948 = -694202.868140
  nChanged 292
		SP:Iteration 6Q (8188.750000 sec): 3 clusters
  Score: Raw -697267.102210 + Penalty 2878.136948 = -694388.965263
  nChanged 268
		SP:Iteration 7Q (8188.980000 sec): 3 clusters
  Score: Raw -697458.455776 + Penalty 2878.136948 = -694580.318829
  nChanged 262
		SP:Iteration 8Q (8189.090000 sec): 3 clusters
  Score: Raw -697632.735242 + Penalty 2878.136948 = -694754.598294
  nChanged 276
		SP:Iteration 9Q (8189.240000 sec): 3 clusters
  Score: Raw -697821.156687 + Penalty 2878.136948 = -694943.019739
  nChanged 239
		SP:Iteration 10Q (8189.390000 sec): 3 clusters
  Score: Raw -697971.029559 + Penalty 2878.136948 = -695092.892611
  nChanged 190
		SP:Iteration 11Q (8189.540000 sec): 3 clusters
  Score: Raw -698086.322247 + Penalty 2878.136948 = -695208.185300
  nChanged 190
		SP:Iteration 12Q (8189.700000 sec): 3 clusters
  Score: Raw -698185.905886 + Penalty 2878.136948 = -695307.768939
  nChanged 156
		SP:Iteration 13Q (8189.910000 sec): 3 clusters
  Score: Raw -698275.647277 + Penalty 2878.136948 = -695397.510330
  nChanged 142
		SP:Iteration 14Q (8190.070000 sec): 3 clusters
  Score: Raw -698379.010730 + Penalty 2878.136948 = -695500.873782
  nChanged 129
		SP:Iteration 15Q (8190.290000 sec): 3 clusters
  Score: Raw -698452.434473 + Penalty 2878.136948 = -695574.297525
  nChanged 100
		SP:Iteration 16Q (8190.490000 sec): 3 clusters
  Score: Raw -698494.787468 + Penalty 2878.136948 = -695616.650521
  nChanged 96
		SP:Iteration 17Q (8190.690000 sec): 3 clusters
  Score: Raw -698542.362415 + Penalty 2878.136948 = -695664.225467
  nChanged 107
		SP:Iteration 18Q (8190.900000 sec): 3 clusters
  Score: Raw -698596.575891 + Penalty 2878.136948 = -695718.438943
  nChanged 87
		SP:Iteration 19Q (8191.130000 sec): 3 clusters
  Score: Raw -698646.846386 + Penalty 2878.136948 = -695768.709438
  nChanged 90
		SP:Iteration 20F (8191.330000 sec): 3 clusters
  Score: Raw -698718.887480 + Penalty 2878.136948 = -695840.750532
  nChanged 114
		SP:Iteration 21Q (8191.450000 sec): 3 clusters
  Score: Raw -698812.704252 + Penalty 2878.136948 = -695934.567305
  nChanged 121
		SP:Iteration 22Q (8191.610000 sec): 3 clusters
  Score: Raw -698904.323471 + Penalty 2878.136948 = -696026.186524
  nChanged 106
		SP:Iteration 23Q (8191.770000 sec): 3 clusters
  Score: Raw -698992.691892 + Penalty 2878.136948 = -696114.554945
  nChanged 104
		SP:Iteration 24Q (8191.920000 sec): 3 clusters
  Score: Raw -699059.308634 + Penalty 2878.136948 = -696181.171686
  nChanged 87
		SP:Iteration 25Q (8192.150000 sec): 3 clusters
  Score: Raw -699098.583102 + Penalty 2878.136948 = -696220.446154
  nChanged 50
		SP:Iteration 26Q (8192.270000 sec): 3 clusters
  Score: Raw -699114.866961 + Penalty 2878.136948 = -696236.730013
  nChanged 37
		SP:Iteration 27Q (8192.450000 sec): 3 clusters
  Score: Raw -699124.727424 + Penalty 2878.136948 = -696246.590476
  nChanged 31
		SP:Iteration 28Q (8192.600000 sec): 3 clusters
  Score: Raw -699132.087816 + Penalty 2878.136948 = -696253.950869
  nChanged 17
		SP:Iteration 29Q (8192.750000 sec): 3 clusters
  Score: Raw -699136.236249 + Penalty 2878.136948 = -696258.099301
  nChanged 17
		SP:Iteration 30Q (8192.950000 sec): 3 clusters
  Score: Raw -699140.314731 + Penalty 2878.136948 = -696262.177783
  nChanged 13
		SP:Iteration 31Q (8193.140000 sec): 3 clusters
  Score: Raw -699142.846681 + Penalty 2878.136948 = -696264.709733
  nChanged 8
		SP:Iteration 32Q (8193.300000 sec): 3 clusters
  Score: Raw -699144.525682 + Penalty 2878.136948 = -696266.388735
  nChanged 7
		SP:Iteration 33Q (8193.530000 sec): 3 clusters
  Score: Raw -699145.920463 + Penalty 2878.136948 = -696267.783515
  nChanged 5
		SP:Iteration 34Q (8193.680000 sec): 3 clusters
  Score: Raw -699147.157945 + Penalty 2878.136948 = -696269.020997
  nChanged 5
		SP:Iteration 35Q (8193.850000 sec): 3 clusters
  Score: Raw -699147.837420 + Penalty 2878.136948 = -696269.700473
  nChanged 1
		SP:Iteration 36Q (8194.010000 sec): 3 clusters
  Score: Raw -699147.891358 + Penalty 2878.136948 = -696269.754411
  nChanged 1
		SP:Iteration 37Q (8194.250000 sec): 3 clusters
  Score: Raw -699147.987453 + Penalty 2878.136948 = -696269.850505
  nChanged 2
		SP:Iteration 38Q (8194.370000 sec): 3 clusters
  Score: Raw -699148.190719 + Penalty 2878.136948 = -696270.053772
  nChanged 1
		SP:Iteration 39Q (8194.540000 sec): 3 clusters
  Score: Raw -699148.339299 + Penalty 2878.136948 = -696270.202351
  nChanged 4
		SP:Iteration 40F (8194.770000 sec): 3 clusters
  Score: Raw -699148.881208 + Penalty 2878.136948 = -696270.744260
  nChanged 4
		SP:Iteration 41Q (8194.890000 sec): 3 clusters
  Score: Raw -699149.401271 + Penalty 2878.136948 = -696271.264324
  nChanged 5
		SP:Iteration 42Q (8195.110000 sec): 3 clusters
  Score: Raw -699150.107395 + Penalty 2878.136948 = -696271.970448
  nChanged 4
		SP:Iteration 43Q (8195.250000 sec): 3 clusters
  Score: Raw -699150.491224 + Penalty 2878.136948 = -696272.354277
  nChanged 2
		SP:Iteration 44Q (8195.410000 sec): 3 clusters
  Score: Raw -699150.792050 + Penalty 2878.136948 = -696272.655103
  nChanged 2
		SP:Iteration 45Q (8195.620000 sec): 3 clusters
  Score: Raw -699151.304773 + Penalty 2878.136948 = -696273.167825
  nChanged 1
		SP:Iteration 46Q (8195.810000 sec): 3 clusters
  Score: Raw -699151.446238 + Penalty 2878.136948 = -696273.309290
  nChanged 1
		SP:Iteration 47Q (8195.930000 sec): 3 clusters
  Score: Raw -699151.509136 + Penalty 2878.136948 = -696273.372188
  nChanged 0
		SP:Iteration 48F (8196.150000 sec): 3 clusters
  Score: Raw -699151.509136 + Penalty 2878.136948 = -696273.372188
  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 9.11 GB.

 Trying to split cluster 10 (4383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8196.260000 sec): 2 clusters
  Score: Raw -457970.587806 + Penalty 1362.641914 = -456607.945892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8196.480000 sec): 3 clusters
  Score: Raw -455773.715264 + Penalty 2725.283828 = -453048.431436
  nChanged 1748
		SP:Iteration 1F (8196.610000 sec): 3 clusters
  Score: Raw -456864.564592 + Penalty 2725.283828 = -454139.280765
  nChanged 440
		SP:Iteration 2F (8196.750000 sec): 3 clusters
  Score: Raw -457278.385745 + Penalty 2725.283828 = -454553.101918
  nChanged 340
		SP:Iteration 3F (8196.890000 sec): 3 clusters
  Score: Raw -457565.380545 + Penalty 2725.283828 = -454840.096717
  nChanged 266
		SP:Iteration 4F (8197.010000 sec): 3 clusters
  Score: Raw -457801.309267 + Penalty 2725.283828 = -455076.025439
  nChanged 238
		SP:Iteration 5F (8197.160000 sec): 3 clusters
  Score: Raw -457994.741915 + Penalty 2725.283828 = -455269.458087
  nChanged 193
		SP:Iteration 6Q (8197.320000 sec): 3 clusters
  Score: Raw -458139.153153 + Penalty 2725.283828 = -455413.869325
  nChanged 167
		SP:Iteration 7Q (8197.460000 sec): 3 clusters
  Score: Raw -458252.306310 + Penalty 2725.283828 = -455527.022483
  nChanged 143
		SP:Iteration 8Q (8197.590000 sec): 3 clusters
  Score: Raw -458329.380020 + Penalty 2725.283828 = -455604.096193
  nChanged 90
		SP:Iteration 9Q (8197.730000 sec): 3 clusters
  Score: Raw -458372.038892 + Penalty 2725.283828 = -455646.755064
  nChanged 74
		SP:Iteration 10Q (8197.870000 sec): 3 clusters
  Score: Raw -458404.037645 + Penalty 2725.283828 = -455678.753818
  nChanged 74
		SP:Iteration 11Q (8198.010000 sec): 3 clusters
  Score: Raw -458434.647891 + Penalty 2725.283828 = -455709.364064
  nChanged 59
		SP:Iteration 12Q (8198.140000 sec): 3 clusters
  Score: Raw -458461.596811 + Penalty 2725.283828 = -455736.312983
  nChanged 59
		SP:Iteration 13Q (8198.310000 sec): 3 clusters
  Score: Raw -458481.861859 + Penalty 2725.283828 = -455756.578031
  nChanged 43
		SP:Iteration 14Q (8198.510000 sec): 3 clusters
  Score: Raw -458497.156262 + Penalty 2725.283828 = -455771.872435
  nChanged 39
		SP:Iteration 15Q (8198.640000 sec): 3 clusters
  Score: Raw -458511.411316 + Penalty 2725.283828 = -455786.127488
  nChanged 39
		SP:Iteration 16Q (8198.830000 sec): 3 clusters
  Score: Raw -458523.173478 + Penalty 2725.283828 = -455797.889650
  nChanged 25
		SP:Iteration 17Q (8199.000000 sec): 3 clusters
  Score: Raw -458531.758801 + Penalty 2725.283828 = -455806.474974
  nChanged 19
		SP:Iteration 18Q (8199.140000 sec): 3 clusters
  Score: Raw -458537.630133 + Penalty 2725.283828 = -455812.346305
  nChanged 14
		SP:Iteration 19Q (8199.300000 sec): 3 clusters
  Score: Raw -458542.101728 + Penalty 2725.283828 = -455816.817900
  nChanged 11
		SP:Iteration 20F (8199.450000 sec): 3 clusters
  Score: Raw -458545.382195 + Penalty 2725.283828 = -455820.098368
  nChanged 13
		SP:Iteration 21Q (8199.580000 sec): 3 clusters
  Score: Raw -458549.118601 + Penalty 2725.283828 = -455823.834773
  nChanged 19
		SP:Iteration 22Q (8199.730000 sec): 3 clusters
  Score: Raw -458557.486854 + Penalty 2725.283828 = -455832.203026
  nChanged 17
		SP:Iteration 23Q (8199.860000 sec): 3 clusters
  Score: Raw -458562.137272 + Penalty 2725.283828 = -455836.853444
  nChanged 18
		SP:Iteration 24Q (8199.980000 sec): 3 clusters
  Score: Raw -458569.208750 + Penalty 2725.283828 = -455843.924922
  nChanged 17
		SP:Iteration 25Q (8200.110000 sec): 3 clusters
  Score: Raw -458575.396569 + Penalty 2725.283828 = -455850.112741
  nChanged 17
		SP:Iteration 26Q (8200.240000 sec): 3 clusters
  Score: Raw -458579.747904 + Penalty 2725.283828 = -455854.464076
  nChanged 14
		SP:Iteration 27Q (8200.370000 sec): 3 clusters
  Score: Raw -458583.268774 + Penalty 2725.283828 = -455857.984947
  nChanged 10
		SP:Iteration 28Q (8200.490000 sec): 3 clusters
  Score: Raw -458586.026851 + Penalty 2725.283828 = -455860.743023
  nChanged 10
		SP:Iteration 29Q (8200.670000 sec): 3 clusters
  Score: Raw -458587.427323 + Penalty 2725.283828 = -455862.143495
  nChanged 5
		SP:Iteration 30Q (8200.870000 sec): 3 clusters
  Score: Raw -458588.292684 + Penalty 2725.283828 = -455863.008857
  nChanged 5
		SP:Iteration 31Q (8200.990000 sec): 3 clusters
  Score: Raw -458590.066579 + Penalty 2725.283828 = -455864.782751
  nChanged 8
		SP:Iteration 32Q (8201.170000 sec): 3 clusters
  Score: Raw -458592.522079 + Penalty 2725.283828 = -455867.238252
  nChanged 6
		SP:Iteration 33Q (8201.310000 sec): 3 clusters
  Score: Raw -458593.569356 + Penalty 2725.283828 = -455868.285529
  nChanged 6
		SP:Iteration 34Q (8201.510000 sec): 3 clusters
  Score: Raw -458594.831433 + Penalty 2725.283828 = -455869.547606
  nChanged 7
		SP:Iteration 35Q (8201.700000 sec): 3 clusters
  Score: Raw -458596.724159 + Penalty 2725.283828 = -455871.440332
  nChanged 6
		SP:Iteration 36Q (8201.870000 sec): 3 clusters
  Score: Raw -458598.344795 + Penalty 2725.283828 = -455873.060967
  nChanged 4
		SP:Iteration 37Q (8202.050000 sec): 3 clusters
  Score: Raw -458599.545219 + Penalty 2725.283828 = -455874.261391
  nChanged 6
		SP:Iteration 38Q (8202.190000 sec): 3 clusters
  Score: Raw -458601.009058 + Penalty 2725.283828 = -455875.725230
  nChanged 5
		SP:Iteration 39Q (8202.340000 sec): 3 clusters
  Score: Raw -458602.711679 + Penalty 2725.283828 = -455877.427851
  nChanged 5
		SP:Iteration 40F (8202.500000 sec): 3 clusters
  Score: Raw -458604.752358 + Penalty 2725.283828 = -455879.468530
  nChanged 5
		SP:Iteration 41Q (8202.640000 sec): 3 clusters
  Score: Raw -458605.911334 + Penalty 2725.283828 = -455880.627507
  nChanged 5
		SP:Iteration 42Q (8202.770000 sec): 3 clusters
  Score: Raw -458607.202216 + Penalty 2725.283828 = -455881.918388
  nChanged 4
		SP:Iteration 43Q (8202.890000 sec): 3 clusters
  Score: Raw -458608.179197 + Penalty 2725.283828 = -455882.895370
  nChanged 2
		SP:Iteration 44Q (8203.020000 sec): 3 clusters
  Score: Raw -458608.328348 + Penalty 2725.283828 = -455883.044520
  nChanged 0
		SP:Iteration 45F (8203.150000 sec): 3 clusters
  Score: Raw -458608.328348 + Penalty 2725.283828 = -455883.044520
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8203.290000 sec): 2 clusters
  Score: Raw -715919.934176 + Penalty 1427.948111 = -714491.986065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8203.470000 sec): 3 clusters
  Score: Raw -712412.431430 + Penalty 2855.896221 = -709556.535209
  nChanged 2737
		SP:Iteration 1F (8203.630000 sec): 3 clusters
  Score: Raw -713879.888876 + Penalty 2855.896221 = -711023.992654
  nChanged 435
		SP:Iteration 2F (8203.800000 sec): 3 clusters
  Score: Raw -714103.667750 + Penalty 2855.896221 = -711247.771529
  nChanged 361
		SP:Iteration 3F (8203.960000 sec): 3 clusters
  Score: Raw -714289.842886 + Penalty 2855.896221 = -711433.946665
  nChanged 299
		SP:Iteration 4Q (8204.110000 sec): 3 clusters
  Score: Raw -714432.183007 + Penalty 2855.896221 = -711576.286786
  nChanged 271
		SP:Iteration 5Q (8204.360000 sec): 3 clusters
  Score: Raw -714546.478870 + Penalty 2855.896221 = -711690.582649
  nChanged 211
		SP:Iteration 6Q (8204.510000 sec): 3 clusters
  Score: Raw -714636.916181 + Penalty 2855.896221 = -711781.019960
  nChanged 208
		SP:Iteration 7Q (8204.660000 sec): 3 clusters
  Score: Raw -714715.009565 + Penalty 2855.896221 = -711859.113343
  nChanged 180
		SP:Iteration 8Q (8204.860000 sec): 3 clusters
  Score: Raw -714786.754838 + Penalty 2855.896221 = -711930.858617
  nChanged 169
		SP:Iteration 9Q (8205.060000 sec): 3 clusters
  Score: Raw -714853.762288 + Penalty 2855.896221 = -711997.866066
  nChanged 150
		SP:Iteration 10Q (8205.230000 sec): 3 clusters
  Score: Raw -714923.683730 + Penalty 2855.896221 = -712067.787509
  nChanged 164
		SP:Iteration 11Q (8205.440000 sec): 3 clusters
  Score: Raw -715010.278165 + Penalty 2855.896221 = -712154.381944
  nChanged 195
		SP:Iteration 12Q (8205.620000 sec): 3 clusters
  Score: Raw -715126.467166 + Penalty 2855.896221 = -712270.570945
  nChanged 216
		SP:Iteration 13Q (8205.830000 sec): 3 clusters
  Score: Raw -715251.125572 + Penalty 2855.896221 = -712395.229351
  nChanged 188
		SP:Iteration 14Q (8206.040000 sec): 3 clusters
  Score: Raw -715346.809915 + Penalty 2855.896221 = -712490.913694
  nChanged 152
		SP:Iteration 15Q (8206.230000 sec): 3 clusters
  Score: Raw -715408.576695 + Penalty 2855.896221 = -712552.680473
  nChanged 139
		SP:Iteration 16Q (8206.420000 sec): 3 clusters
  Score: Raw -715463.202256 + Penalty 2855.896221 = -712607.306035
  nChanged 124
		SP:Iteration 17Q (8206.600000 sec): 3 clusters
  Score: Raw -715507.016270 + Penalty 2855.896221 = -712651.120049
  nChanged 107
		SP:Iteration 18Q (8206.850000 sec): 3 clusters
  Score: Raw -715544.896335 + Penalty 2855.896221 = -712689.000113
  nChanged 98
		SP:Iteration 19Q (8207.060000 sec): 3 clusters
  Score: Raw -715576.774180 + Penalty 2855.896221 = -712720.877959
  nChanged 75
		SP:Iteration 20F (8207.290000 sec): 3 clusters
  Score: Raw -715600.240630 + Penalty 2855.896221 = -712744.344408
  nChanged 69
		SP:Iteration 21Q (8207.460000 sec): 3 clusters
  Score: Raw -715621.540550 + Penalty 2855.896221 = -712765.644329
  nChanged 49
		SP:Iteration 22Q (8207.650000 sec): 3 clusters
  Score: Raw -715635.361585 + Penalty 2855.896221 = -712779.465364
  nChanged 50
		SP:Iteration 23Q (8207.880000 sec): 3 clusters
  Score: Raw -715651.730971 + Penalty 2855.896221 = -712795.834750
  nChanged 55
		SP:Iteration 24Q (8208.070000 sec): 3 clusters
  Score: Raw -715666.249369 + Penalty 2855.896221 = -712810.353148
  nChanged 49
		SP:Iteration 25Q (8208.240000 sec): 3 clusters
  Score: Raw -715680.422413 + Penalty 2855.896221 = -712824.526191
  nChanged 53
		SP:Iteration 26Q (8208.410000 sec): 3 clusters
  Score: Raw -715694.531305 + Penalty 2855.896221 = -712838.635084
  nChanged 45
		SP:Iteration 27Q (8208.570000 sec): 3 clusters
  Score: Raw -715707.267269 + Penalty 2855.896221 = -712851.371048
  nChanged 52
		SP:Iteration 28Q (8208.800000 sec): 3 clusters
  Score: Raw -715724.399218 + Penalty 2855.896221 = -712868.502996
  nChanged 55
		SP:Iteration 29Q (8208.930000 sec): 3 clusters
  Score: Raw -715741.236035 + Penalty 2855.896221 = -712885.339814
  nChanged 60
		SP:Iteration 30Q (8209.100000 sec): 3 clusters
  Score: Raw -715756.840082 + Penalty 2855.896221 = -712900.943860
  nChanged 51
		SP:Iteration 31Q (8209.290000 sec): 3 clusters
  Score: Raw -715768.366363 + Penalty 2855.896221 = -712912.470142
  nChanged 35
		SP:Iteration 32Q (8209.500000 sec): 3 clusters
  Score: Raw -715777.301073 + Penalty 2855.896221 = -712921.404852
  nChanged 42
		SP:Iteration 33Q (8209.700000 sec): 3 clusters
  Score: Raw -715789.675669 + Penalty 2855.896221 = -712933.779448
  nChanged 51
		SP:Iteration 34Q (8209.860000 sec): 3 clusters
  Score: Raw -715804.798773 + Penalty 2855.896221 = -712948.902552
  nChanged 52
		SP:Iteration 35Q (8210.030000 sec): 3 clusters
  Score: Raw -715820.583073 + Penalty 2855.896221 = -712964.686852
  nChanged 53
		SP:Iteration 36Q (8210.220000 sec): 3 clusters
  Score: Raw -715837.661154 + Penalty 2855.896221 = -712981.764933
  nChanged 51
		SP:Iteration 37Q (8210.430000 sec): 3 clusters
  Score: Raw -715855.367015 + Penalty 2855.896221 = -712999.470794
  nChanged 59
		SP:Iteration 38Q (8210.640000 sec): 3 clusters
  Score: Raw -715874.213203 + Penalty 2855.896221 = -713018.316982
  nChanged 59
		SP:Iteration 39Q (8210.840000 sec): 3 clusters
  Score: Raw -715892.580897 + Penalty 2855.896221 = -713036.684676
  nChanged 38
		SP:Iteration 40F (8211.040000 sec): 3 clusters
  Score: Raw -715904.442797 + Penalty 2855.896221 = -713048.546575
  nChanged 52
		SP:Iteration 41Q (8211.230000 sec): 3 clusters
  Score: Raw -715920.933372 + Penalty 2855.896221 = -713065.037151
  nChanged 44
		SP:Iteration 42Q (8211.380000 sec): 3 clusters
  Score: Raw -715933.921401 + Penalty 2855.896221 = -713078.025180
  nChanged 52
		SP:Iteration 43Q (8211.580000 sec): 3 clusters
  Score: Raw -715950.200706 + Penalty 2855.896221 = -713094.304485
  nChanged 51
		SP:Iteration 44Q (8211.760000 sec): 3 clusters
  Score: Raw -715968.352974 + Penalty 2855.896221 = -713112.456753
  nChanged 56
		SP:Iteration 45Q (8211.910000 sec): 3 clusters
  Score: Raw -715985.148629 + Penalty 2855.896221 = -713129.252407
  nChanged 33
		SP:Iteration 46Q (8212.110000 sec): 3 clusters
  Score: Raw -715993.529898 + Penalty 2855.896221 = -713137.633677
  nChanged 23
		SP:Iteration 47Q (8212.320000 sec): 3 clusters
  Score: Raw -715999.609075 + Penalty 2855.896221 = -713143.712854
  nChanged 21
		SP:Iteration 48Q (8212.510000 sec): 3 clusters
  Score: Raw -716004.958190 + Penalty 2855.896221 = -713149.061969
  nChanged 24
		SP:Iteration 49Q (8212.710000 sec): 3 clusters
  Score: Raw -716009.987533 + Penalty 2855.896221 = -713154.091312
  nChanged 22
		SP:Iteration 50Q (8212.920000 sec): 3 clusters
  Score: Raw -716014.062536 + Penalty 2855.896221 = -713158.166315
  nChanged 23
		SP:Iteration 51Q (8213.110000 sec): 3 clusters
  Score: Raw -716019.460865 + Penalty 2855.896221 = -713163.564644
  nChanged 24
		SP:Iteration 52Q (8213.270000 sec): 3 clusters
  Score: Raw -716024.685268 + Penalty 2855.896221 = -713168.789046
  nChanged 17
		SP:Iteration 53Q (8213.490000 sec): 3 clusters
  Score: Raw -716027.760818 + Penalty 2855.896221 = -713171.864597
  nChanged 10
		SP:Iteration 54Q (8213.670000 sec): 3 clusters
  Score: Raw -716029.052791 + Penalty 2855.896221 = -713173.156570
  nChanged 7
		SP:Iteration 55Q (8213.880000 sec): 3 clusters
  Score: Raw -716030.229971 + Penalty 2855.896221 = -713174.333749
  nChanged 6
		SP:Iteration 56Q (8214.070000 sec): 3 clusters
  Score: Raw -716031.394255 + Penalty 2855.896221 = -713175.498033
  nChanged 5
		SP:Iteration 57Q (8214.270000 sec): 3 clusters
  Score: Raw -716032.569383 + Penalty 2855.896221 = -713176.673162
  nChanged 9
		SP:Iteration 58Q (8214.440000 sec): 3 clusters
  Score: Raw -716034.365294 + Penalty 2855.896221 = -713178.469072
  nChanged 6
		SP:Iteration 59Q (8214.620000 sec): 3 clusters
  Score: Raw -716035.405536 + Penalty 2855.896221 = -713179.509315
  nChanged 6
		SP:Iteration 60F (8214.820000 sec): 3 clusters
  Score: Raw -716036.564546 + Penalty 2855.896221 = -713180.668325
  nChanged 4
		SP:Iteration 61Q (8214.960000 sec): 3 clusters
  Score: Raw -716037.891959 + Penalty 2855.896221 = -713181.995737
  nChanged 9
		SP:Iteration 62Q (8215.130000 sec): 3 clusters
  Score: Raw -716039.393875 + Penalty 2855.896221 = -713183.497653
  nChanged 4
		SP:Iteration 63Q (8215.360000 sec): 3 clusters
  Score: Raw -716040.028026 + Penalty 2855.896221 = -713184.131804
  nChanged 2
		SP:Iteration 64Q (8215.510000 sec): 3 clusters
  Score: Raw -716040.499975 + Penalty 2855.896221 = -713184.603754
  nChanged 2
		SP:Iteration 65Q (8215.660000 sec): 3 clusters
  Score: Raw -716040.848807 + Penalty 2855.896221 = -713184.952586
  nChanged 1
		SP:Iteration 66Q (8215.890000 sec): 3 clusters
  Score: Raw -716040.924111 + Penalty 2855.896221 = -713185.027890
  nChanged 1
		SP:Iteration 67Q (8216.020000 sec): 3 clusters
  Score: Raw -716041.174975 + Penalty 2855.896221 = -713185.278754
  nChanged 4
		SP:Iteration 68Q (8216.190000 sec): 3 clusters
  Score: Raw -716041.797427 + Penalty 2855.896221 = -713185.901206
  nChanged 3
		SP:Iteration 69Q (8216.400000 sec): 3 clusters
  Score: Raw -716042.205069 + Penalty 2855.896221 = -713186.308848
  nChanged 4
		SP:Iteration 70Q (8216.560000 sec): 3 clusters
  Score: Raw -716043.039908 + Penalty 2855.896221 = -713187.143687
  nChanged 5
		SP:Iteration 71Q (8216.730000 sec): 3 clusters
  Score: Raw -716043.760913 + Penalty 2855.896221 = -713187.864692
  nChanged 3
		SP:Iteration 72Q (8216.930000 sec): 3 clusters
  Score: Raw -716044.234176 + Penalty 2855.896221 = -713188.337955
  nChanged 3
		SP:Iteration 73Q (8217.100000 sec): 3 clusters
  Score: Raw -716044.723106 + Penalty 2855.896221 = -713188.826885
  nChanged 1
		SP:Iteration 74Q (8217.300000 sec): 3 clusters
  Score: Raw -716045.083560 + Penalty 2855.896221 = -713189.187339
  nChanged 1
		SP:Iteration 75Q (8217.550000 sec): 3 clusters
  Score: Raw -716045.459885 + Penalty 2855.896221 = -713189.563664
  nChanged 2
		SP:Iteration 76Q (8217.700000 sec): 3 clusters
  Score: Raw -716045.673479 + Penalty 2855.896221 = -713189.777258
  nChanged 0
		SP:Iteration 77F (8217.900000 sec): 3 clusters
  Score: Raw -716045.673479 + Penalty 2855.896221 = -713189.777258
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8217.990000 sec): 2 clusters
  Score: Raw -356740.642410 + Penalty 1335.421458 = -355405.220952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8218.210000 sec): 3 clusters
  Score: Raw -354989.683238 + Penalty 2670.842916 = -352318.840322
  nChanged 1474
		SP:Iteration 1F (8218.330000 sec): 3 clusters
  Score: Raw -356101.249808 + Penalty 2670.842916 = -353430.406892
  nChanged 396
		SP:Iteration 2F (8218.450000 sec): 3 clusters
  Score: Raw -356599.436804 + Penalty 2670.842916 = -353928.593888
  nChanged 324
		SP:Iteration 3F (8218.580000 sec): 3 clusters
  Score: Raw -356993.396122 + Penalty 2670.842916 = -354322.553206
  nChanged 264
		SP:Iteration 4F (8218.700000 sec): 3 clusters
  Score: Raw -357241.556841 + Penalty 2670.842916 = -354570.713925
  nChanged 194
		SP:Iteration 5F (8218.860000 sec): 3 clusters
  Score: Raw -357412.401307 + Penalty 2670.842916 = -354741.558391
  nChanged 181
		SP:Iteration 6Q (8218.970000 sec): 3 clusters
  Score: Raw -357576.725008 + Penalty 2670.842916 = -354905.882092
  nChanged 167
		SP:Iteration 7Q (8219.080000 sec): 3 clusters
  Score: Raw -357714.109728 + Penalty 2670.842916 = -355043.266812
  nChanged 127
		SP:Iteration 8Q (8219.190000 sec): 3 clusters
  Score: Raw -357798.501033 + Penalty 2670.842916 = -355127.658117
  nChanged 87
		SP:Iteration 9Q (8219.320000 sec): 3 clusters
  Score: Raw -357843.322125 + Penalty 2670.842916 = -355172.479209
  nChanged 61
		SP:Iteration 10Q (8219.470000 sec): 3 clusters
  Score: Raw -357877.666842 + Penalty 2670.842916 = -355206.823926
  nChanged 55
		SP:Iteration 11Q (8219.580000 sec): 3 clusters
  Score: Raw -357903.038964 + Penalty 2670.842916 = -355232.196048
  nChanged 43
		SP:Iteration 12Q (8219.690000 sec): 3 clusters
  Score: Raw -357919.467517 + Penalty 2670.842916 = -355248.624601
  nChanged 31
		SP:Iteration 13Q (8219.820000 sec): 3 clusters
  Score: Raw -357931.824526 + Penalty 2670.842916 = -355260.981610
  nChanged 22
		SP:Iteration 14Q (8219.940000 sec): 3 clusters
  Score: Raw -357942.704977 + Penalty 2670.842916 = -355271.862061
  nChanged 21
		SP:Iteration 15Q (8220.060000 sec): 3 clusters
  Score: Raw -357951.535248 + Penalty 2670.842916 = -355280.692332
  nChanged 19
		SP:Iteration 16Q (8220.180000 sec): 3 clusters
  Score: Raw -357957.949169 + Penalty 2670.842916 = -355287.106253
  nChanged 14
		SP:Iteration 17Q (8220.300000 sec): 3 clusters
  Score: Raw -357961.926504 + Penalty 2670.842916 = -355291.083588
  nChanged 10
		SP:Iteration 18Q (8220.420000 sec): 3 clusters
  Score: Raw -357964.794519 + Penalty 2670.842916 = -355293.951603
  nChanged 9
		SP:Iteration 19Q (8220.540000 sec): 3 clusters
  Score: Raw -357967.010828 + Penalty 2670.842916 = -355296.167912
  nChanged 10
		SP:Iteration 20F (8220.660000 sec): 3 clusters
  Score: Raw -357970.853741 + Penalty 2670.842916 = -355300.010825
  nChanged 7
		SP:Iteration 21Q (8220.820000 sec): 3 clusters
  Score: Raw -357972.614080 + Penalty 2670.842916 = -355301.771164
  nChanged 5
		SP:Iteration 22Q (8220.930000 sec): 3 clusters
  Score: Raw -357974.512857 + Penalty 2670.842916 = -355303.669941
  nChanged 7
		SP:Iteration 23Q (8221.050000 sec): 3 clusters
  Score: Raw -357976.795624 + Penalty 2670.842916 = -355305.952708
  nChanged 6
		SP:Iteration 24Q (8221.170000 sec): 3 clusters
  Score: Raw -357977.949301 + Penalty 2670.842916 = -355307.106385
  nChanged 5
		SP:Iteration 25Q (8221.300000 sec): 3 clusters
  Score: Raw -357979.569548 + Penalty 2670.842916 = -355308.726632
  nChanged 6
		SP:Iteration 26Q (8221.450000 sec): 3 clusters
  Score: Raw -357981.215046 + Penalty 2670.842916 = -355310.372130
  nChanged 8
		SP:Iteration 27Q (8221.560000 sec): 3 clusters
  Score: Raw -357983.342651 + Penalty 2670.842916 = -355312.499735
  nChanged 4
		SP:Iteration 28Q (8221.690000 sec): 3 clusters
  Score: Raw -357984.350738 + Penalty 2670.842916 = -355313.507822
  nChanged 4
		SP:Iteration 29Q (8221.810000 sec): 3 clusters
  Score: Raw -357985.479510 + Penalty 2670.842916 = -355314.636594
  nChanged 5
		SP:Iteration 30Q (8221.940000 sec): 3 clusters
  Score: Raw -357987.204829 + Penalty 2670.842916 = -355316.361913
  nChanged 4
		SP:Iteration 31Q (8222.060000 sec): 3 clusters
  Score: Raw -357988.350961 + Penalty 2670.842916 = -355317.508045
  nChanged 2
		SP:Iteration 32Q (8222.180000 sec): 3 clusters
  Score: Raw -357988.995036 + Penalty 2670.842916 = -355318.152120
  nChanged 3
		SP:Iteration 33Q (8222.340000 sec): 3 clusters
  Score: Raw -357989.617277 + Penalty 2670.842916 = -355318.774361
  nChanged 3
		SP:Iteration 34Q (8222.540000 sec): 3 clusters
  Score: Raw -357990.204932 + Penalty 2670.842916 = -355319.362015
  nChanged 3
		SP:Iteration 35Q (8222.750000 sec): 3 clusters
  Score: Raw -357990.936874 + Penalty 2670.842916 = -355320.093958
  nChanged 0
		SP:Iteration 36F (8222.950000 sec): 3 clusters
  Score: Raw -357990.936874 + Penalty 2670.842916 = -355320.093958
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8223.060000 sec): 2 clusters
  Score: Raw -395188.482528 + Penalty 1338.116811 = -393850.365717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8223.260000 sec): 3 clusters
  Score: Raw -393335.575899 + Penalty 2676.233623 = -390659.342276
  nChanged 1466
		SP:Iteration 1F (8223.390000 sec): 3 clusters
  Score: Raw -394135.031951 + Penalty 2676.233623 = -391458.798329
  nChanged 269
		SP:Iteration 2F (8223.510000 sec): 3 clusters
  Score: Raw -394291.025735 + Penalty 2676.233623 = -391614.792112
  nChanged 189
		SP:Iteration 3F (8223.640000 sec): 3 clusters
  Score: Raw -394389.115162 + Penalty 2676.233623 = -391712.881539
  nChanged 140
		SP:Iteration 4Q (8223.770000 sec): 3 clusters
  Score: Raw -394455.372843 + Penalty 2676.233623 = -391779.139220
  nChanged 102
		SP:Iteration 5Q (8223.900000 sec): 3 clusters
  Score: Raw -394501.515154 + Penalty 2676.233623 = -391825.281531
  nChanged 105
		SP:Iteration 6Q (8224.020000 sec): 3 clusters
  Score: Raw -394551.187773 + Penalty 2676.233623 = -391874.954151
  nChanged 105
		SP:Iteration 7Q (8224.130000 sec): 3 clusters
  Score: Raw -394598.224774 + Penalty 2676.233623 = -391921.991151
  nChanged 89
		SP:Iteration 8Q (8224.250000 sec): 3 clusters
  Score: Raw -394635.991960 + Penalty 2676.233623 = -391959.758337
  nChanged 79
		SP:Iteration 9Q (8224.380000 sec): 3 clusters
  Score: Raw -394671.234470 + Penalty 2676.233623 = -391995.000847
  nChanged 76
		SP:Iteration 10Q (8224.490000 sec): 3 clusters
  Score: Raw -394707.877067 + Penalty 2676.233623 = -392031.643444
  nChanged 81
		SP:Iteration 11Q (8224.620000 sec): 3 clusters
  Score: Raw -394751.298574 + Penalty 2676.233623 = -392075.064951
  nChanged 96
		SP:Iteration 12Q (8224.790000 sec): 3 clusters
  Score: Raw -394797.572925 + Penalty 2676.233623 = -392121.339302
  nChanged 93
		SP:Iteration 13Q (8224.920000 sec): 3 clusters
  Score: Raw -394848.786953 + Penalty 2676.233623 = -392172.553330
  nChanged 86
		SP:Iteration 14Q (8225.040000 sec): 3 clusters
  Score: Raw -394900.744470 + Penalty 2676.233623 = -392224.510847
  nChanged 91
		SP:Iteration 15Q (8225.160000 sec): 3 clusters
  Score: Raw -394952.055721 + Penalty 2676.233623 = -392275.822098
  nChanged 79
		SP:Iteration 16Q (8225.290000 sec): 3 clusters
  Score: Raw -395002.830189 + Penalty 2676.233623 = -392326.596566
  nChanged 73
		SP:Iteration 17Q (8225.420000 sec): 3 clusters
  Score: Raw -395050.197748 + Penalty 2676.233623 = -392373.964125
  nChanged 81
		SP:Iteration 18Q (8225.630000 sec): 3 clusters
  Score: Raw -395104.022062 + Penalty 2676.233623 = -392427.788440
  nChanged 79
		SP:Iteration 19Q (8225.750000 sec): 3 clusters
  Score: Raw -395162.506587 + Penalty 2676.233623 = -392486.272964
  nChanged 77
		SP:Iteration 20F (8225.880000 sec): 3 clusters
  Score: Raw -395217.915931 + Penalty 2676.233623 = -392541.682309
  nChanged 63
		SP:Iteration 21Q (8225.990000 sec): 3 clusters
  Score: Raw -395253.214754 + Penalty 2676.233623 = -392576.981131
  nChanged 46
		SP:Iteration 22Q (8226.110000 sec): 3 clusters
  Score: Raw -395283.284907 + Penalty 2676.233623 = -392607.051284
  nChanged 45
		SP:Iteration 23Q (8226.230000 sec): 3 clusters
  Score: Raw -395309.110802 + Penalty 2676.233623 = -392632.877179
  nChanged 31
		SP:Iteration 24Q (8226.370000 sec): 3 clusters
  Score: Raw -395330.304653 + Penalty 2676.233623 = -392654.071030
  nChanged 31
		SP:Iteration 25Q (8226.490000 sec): 3 clusters
  Score: Raw -395355.043601 + Penalty 2676.233623 = -392678.809979
  nChanged 23
		SP:Iteration 26Q (8226.620000 sec): 3 clusters
  Score: Raw -395369.917227 + Penalty 2676.233623 = -392693.683604
  nChanged 16
		SP:Iteration 27Q (8226.740000 sec): 3 clusters
  Score: Raw -395380.329825 + Penalty 2676.233623 = -392704.096202
  nChanged 10
		SP:Iteration 28Q (8226.870000 sec): 3 clusters
  Score: Raw -395388.634671 + Penalty 2676.233623 = -392712.401048
  nChanged 11
		SP:Iteration 29Q (8227.000000 sec): 3 clusters
  Score: Raw -395395.782768 + Penalty 2676.233623 = -392719.549145
  nChanged 10
		SP:Iteration 30Q (8227.120000 sec): 3 clusters
  Score: Raw -395402.250471 + Penalty 2676.233623 = -392726.016849
  nChanged 6
		SP:Iteration 31Q (8227.250000 sec): 3 clusters
  Score: Raw -395405.800263 + Penalty 2676.233623 = -392729.566640
  nChanged 5
		SP:Iteration 32Q (8227.390000 sec): 3 clusters
  Score: Raw -395409.413758 + Penalty 2676.233623 = -392733.180135
  nChanged 4
		SP:Iteration 33Q (8227.540000 sec): 3 clusters
  Score: Raw -395413.102646 + Penalty 2676.233623 = -392736.869023
  nChanged 1
		SP:Iteration 34Q (8227.780000 sec): 3 clusters
  Score: Raw -395414.648328 + Penalty 2676.233623 = -392738.414706
  nChanged 2
		SP:Iteration 35Q (8227.940000 sec): 3 clusters
  Score: Raw -395415.351653 + Penalty 2676.233623 = -392739.118030
  nChanged 0
		SP:Iteration 36F (8228.100000 sec): 3 clusters
  Score: Raw -395415.351653 + Penalty 2676.233623 = -392739.118030
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8228.200000 sec): 2 clusters
  Score: Raw -174082.287938 + Penalty 1212.423146 = -172869.864792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8228.400000 sec): 3 clusters
  Score: Raw -173428.874513 + Penalty 2424.846292 = -171004.028221
  nChanged 613
		SP:Iteration 1F (8228.580000 sec): 3 clusters
  Score: Raw -174030.291985 + Penalty 2424.846292 = -171605.445693
  nChanged 192
		SP:Iteration 2F (8228.700000 sec): 3 clusters
  Score: Raw -174289.896143 + Penalty 2424.846292 = -171865.049851
  nChanged 122
		SP:Iteration 3F (8228.840000 sec): 3 clusters
  Score: Raw -174434.633755 + Penalty 2424.846292 = -172009.787463
  nChanged 69
		SP:Iteration 4Q (8228.950000 sec): 3 clusters
  Score: Raw -174536.080258 + Penalty 2424.846292 = -172111.233966
  nChanged 55
		SP:Iteration 5Q (8229.060000 sec): 3 clusters
  Score: Raw -174594.493401 + Penalty 2424.846292 = -172169.647109
  nChanged 50
		SP:Iteration 6Q (8229.170000 sec): 3 clusters
  Score: Raw -174637.499867 + Penalty 2424.846292 = -172212.653574
  nChanged 32
		SP:Iteration 7Q (8229.280000 sec): 3 clusters
  Score: Raw -174655.911038 + Penalty 2424.846292 = -172231.064746
  nChanged 12
		SP:Iteration 8Q (8229.390000 sec): 3 clusters
  Score: Raw -174662.559086 + Penalty 2424.846292 = -172237.712794
  nChanged 10
		SP:Iteration 9Q (8229.500000 sec): 3 clusters
  Score: Raw -174668.954534 + Penalty 2424.846292 = -172244.108241
  nChanged 10
		SP:Iteration 10Q (8229.620000 sec): 3 clusters
  Score: Raw -174676.149634 + Penalty 2424.846292 = -172251.303342
  nChanged 7
		SP:Iteration 11Q (8229.740000 sec): 3 clusters
  Score: Raw -174680.043000 + Penalty 2424.846292 = -172255.196708
  nChanged 5
		SP:Iteration 12Q (8229.860000 sec): 3 clusters
  Score: Raw -174683.426606 + Penalty 2424.846292 = -172258.580314
  nChanged 4
		SP:Iteration 13Q (8229.980000 sec): 3 clusters
  Score: Raw -174685.559186 + Penalty 2424.846292 = -172260.712894
  nChanged 9
		SP:Iteration 14Q (8230.100000 sec): 3 clusters
  Score: Raw -174690.109278 + Penalty 2424.846292 = -172265.262986
  nChanged 9
		SP:Iteration 15Q (8230.220000 sec): 3 clusters
  Score: Raw -174695.725714 + Penalty 2424.846292 = -172270.879421
  nChanged 13
		SP:Iteration 16Q (8230.340000 sec): 3 clusters
  Score: Raw -174702.546475 + Penalty 2424.846292 = -172277.700183
  nChanged 8
		SP:Iteration 17Q (8230.460000 sec): 3 clusters
  Score: Raw -174707.193950 + Penalty 2424.846292 = -172282.347658
  nChanged 8
		SP:Iteration 18Q (8230.580000 sec): 3 clusters
  Score: Raw -174710.367573 + Penalty 2424.846292 = -172285.521281
  nChanged 5
		SP:Iteration 19Q (8230.700000 sec): 3 clusters
  Score: Raw -174712.147985 + Penalty 2424.846292 = -172287.301693
  nChanged 7
		SP:Iteration 20F (8230.820000 sec): 3 clusters
  Score: Raw -174715.419398 + Penalty 2424.846292 = -172290.573106
  nChanged 10
		SP:Iteration 21Q (8230.950000 sec): 3 clusters
  Score: Raw -174719.766636 + Penalty 2424.846292 = -172294.920344
  nChanged 6
		SP:Iteration 22Q (8231.070000 sec): 3 clusters
  Score: Raw -174722.205045 + Penalty 2424.846292 = -172297.358752
  nChanged 8
		SP:Iteration 23Q (8231.200000 sec): 3 clusters
  Score: Raw -174726.232015 + Penalty 2424.846292 = -172301.385723
  nChanged 5
		SP:Iteration 24Q (8231.320000 sec): 3 clusters
  Score: Raw -174728.255502 + Penalty 2424.846292 = -172303.409210
  nChanged 7
		SP:Iteration 25Q (8231.440000 sec): 3 clusters
  Score: Raw -174730.612867 + Penalty 2424.846292 = -172305.766575
  nChanged 10
		SP:Iteration 26Q (8231.560000 sec): 3 clusters
  Score: Raw -174734.819237 + Penalty 2424.846292 = -172309.972944
  nChanged 8
		SP:Iteration 27Q (8231.690000 sec): 3 clusters
  Score: Raw -174738.159190 + Penalty 2424.846292 = -172313.312898
  nChanged 15
		SP:Iteration 28Q (8231.810000 sec): 3 clusters
  Score: Raw -174746.178657 + Penalty 2424.846292 = -172321.332365
  nChanged 18
		SP:Iteration 29Q (8231.930000 sec): 3 clusters
  Score: Raw -174755.463178 + Penalty 2424.846292 = -172330.616886
  nChanged 15
		SP:Iteration 30Q (8232.050000 sec): 3 clusters
  Score: Raw -174763.686272 + Penalty 2424.846292 = -172338.839980
  nChanged 18
		SP:Iteration 31Q (8232.180000 sec): 3 clusters
  Score: Raw -174772.920259 + Penalty 2424.846292 = -172348.073967
  nChanged 15
		SP:Iteration 32Q (8232.330000 sec): 3 clusters
  Score: Raw -174783.312575 + Penalty 2424.846292 = -172358.466282
  nChanged 18
		SP:Iteration 33Q (8232.450000 sec): 3 clusters
  Score: Raw -174796.841355 + Penalty 2424.846292 = -172371.995063
  nChanged 31
		SP:Iteration 34Q (8232.580000 sec): 3 clusters
  Score: Raw -174821.470364 + Penalty 2424.846292 = -172396.624071
  nChanged 39
		SP:Iteration 35Q (8232.720000 sec): 3 clusters
  Score: Raw -174877.576093 + Penalty 2424.846292 = -172452.729801
  nChanged 46
		SP:Iteration 36Q (8232.890000 sec): 3 clusters
  Score: Raw -174947.855636 + Penalty 2424.846292 = -172523.009344
  nChanged 47
		SP:Iteration 37Q (8233.080000 sec): 3 clusters
  Score: Raw -175034.893872 + Penalty 2424.846292 = -172610.047580
  nChanged 39
		SP:Iteration 38Q (8233.260000 sec): 3 clusters
  Score: Raw -175070.611102 + Penalty 2424.846292 = -172645.764809
  nChanged 18
		SP:Iteration 39Q (8233.460000 sec): 3 clusters
  Score: Raw -175087.263848 + Penalty 2424.846292 = -172662.417556
  nChanged 7
		SP:Iteration 40F (8233.630000 sec): 3 clusters
  Score: Raw -175092.080354 + Penalty 2424.846292 = -172667.234062
  nChanged 4
		SP:Iteration 41Q (8233.860000 sec): 3 clusters
  Score: Raw -175094.388080 + Penalty 2424.846292 = -172669.541788
  nChanged 3
		SP:Iteration 42Q (8234.000000 sec): 3 clusters
  Score: Raw -175096.177245 + Penalty 2424.846292 = -172671.330952
  nChanged 3
		SP:Iteration 43Q (8234.150000 sec): 3 clusters
  Score: Raw -175098.594594 + Penalty 2424.846292 = -172673.748302
  nChanged 5
		SP:Iteration 44Q (8234.290000 sec): 3 clusters
  Score: Raw -175100.865608 + Penalty 2424.846292 = -172676.019316
  nChanged 4
		SP:Iteration 45Q (8234.420000 sec): 3 clusters
  Score: Raw -175102.825198 + Penalty 2424.846292 = -172677.978905
  nChanged 4
		SP:Iteration 46Q (8234.540000 sec): 3 clusters
  Score: Raw -175104.151764 + Penalty 2424.846292 = -172679.305472
  nChanged 2
		SP:Iteration 47Q (8234.660000 sec): 3 clusters
  Score: Raw -175105.442148 + Penalty 2424.846292 = -172680.595856
  nChanged 2
		SP:Iteration 48Q (8234.780000 sec): 3 clusters
  Score: Raw -175106.287506 + Penalty 2424.846292 = -172681.441213
  nChanged 2
		SP:Iteration 49Q (8234.910000 sec): 3 clusters
  Score: Raw -175106.891061 + Penalty 2424.846292 = -172682.044769
  nChanged 2
		SP:Iteration 50Q (8235.040000 sec): 3 clusters
  Score: Raw -175107.575670 + Penalty 2424.846292 = -172682.729378
  nChanged 1
		SP:Iteration 51Q (8235.160000 sec): 3 clusters
  Score: Raw -175108.091957 + Penalty 2424.846292 = -172683.245665
  nChanged 1
		SP:Iteration 52Q (8235.290000 sec): 3 clusters
  Score: Raw -175108.318130 + Penalty 2424.846292 = -172683.471837
  nChanged 0
		SP:Iteration 53F (8235.420000 sec): 3 clusters
  Score: Raw -175108.318130 + Penalty 2424.846292 = -172683.471837
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8235.530000 sec): 2 clusters
  Score: Raw -549245.226667 + Penalty 1383.848777 = -547861.377890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8235.720000 sec): 3 clusters
  Score: Raw -546628.366794 + Penalty 2767.697553 = -543860.669241
  nChanged 2074
		SP:Iteration 1F (8235.880000 sec): 3 clusters
  Score: Raw -547759.195364 + Penalty 2767.697553 = -544991.497811
  nChanged 353
		SP:Iteration 2F (8236.050000 sec): 3 clusters
  Score: Raw -547959.477651 + Penalty 2767.697553 = -545191.780098
  nChanged 285
		SP:Iteration 3F (8236.200000 sec): 3 clusters
  Score: Raw -548110.822236 + Penalty 2767.697553 = -545343.124683
  nChanged 226
		SP:Iteration 4Q (8236.320000 sec): 3 clusters
  Score: Raw -548235.266794 + Penalty 2767.697553 = -545467.569241
  nChanged 201
		SP:Iteration 5Q (8236.450000 sec): 3 clusters
  Score: Raw -548340.565851 + Penalty 2767.697553 = -545572.868298
  nChanged 164
		SP:Iteration 6Q (8236.580000 sec): 3 clusters
  Score: Raw -548432.806259 + Penalty 2767.697553 = -545665.108706
  nChanged 184
		SP:Iteration 7Q (8236.700000 sec): 3 clusters
  Score: Raw -548535.923134 + Penalty 2767.697553 = -545768.225581
  nChanged 187
		SP:Iteration 8Q (8236.830000 sec): 3 clusters
  Score: Raw -548629.887777 + Penalty 2767.697553 = -545862.190224
  nChanged 159
		SP:Iteration 9Q (8236.960000 sec): 3 clusters
  Score: Raw -548721.134188 + Penalty 2767.697553 = -545953.436635
  nChanged 159
		SP:Iteration 10Q (8237.090000 sec): 3 clusters
  Score: Raw -548820.023606 + Penalty 2767.697553 = -546052.326053
  nChanged 153
		SP:Iteration 11Q (8237.210000 sec): 3 clusters
  Score: Raw -548912.696036 + Penalty 2767.697553 = -546144.998483
  nChanged 144
		SP:Iteration 12Q (8237.340000 sec): 3 clusters
  Score: Raw -548997.171994 + Penalty 2767.697553 = -546229.474441
  nChanged 131
		SP:Iteration 13Q (8237.500000 sec): 3 clusters
  Score: Raw -549077.192420 + Penalty 2767.697553 = -546309.494866
  nChanged 121
		SP:Iteration 14Q (8237.640000 sec): 3 clusters
  Score: Raw -549141.765347 + Penalty 2767.697553 = -546374.067794
  nChanged 106
		SP:Iteration 15Q (8237.810000 sec): 3 clusters
  Score: Raw -549201.518707 + Penalty 2767.697553 = -546433.821154
  nChanged 95
		SP:Iteration 16Q (8237.980000 sec): 3 clusters
  Score: Raw -549253.558327 + Penalty 2767.697553 = -546485.860774
  nChanged 81
		SP:Iteration 17Q (8238.130000 sec): 3 clusters
  Score: Raw -549298.834440 + Penalty 2767.697553 = -546531.136887
  nChanged 69
		SP:Iteration 18Q (8238.330000 sec): 3 clusters
  Score: Raw -549332.282791 + Penalty 2767.697553 = -546564.585238
  nChanged 59
		SP:Iteration 19Q (8238.530000 sec): 3 clusters
  Score: Raw -549357.204537 + Penalty 2767.697553 = -546589.506984
  nChanged 49
		SP:Iteration 20F (8238.750000 sec): 3 clusters
  Score: Raw -549378.878182 + Penalty 2767.697553 = -546611.180629
  nChanged 42
		SP:Iteration 21Q (8238.970000 sec): 3 clusters
  Score: Raw -549397.283907 + Penalty 2767.697553 = -546629.586354
  nChanged 48
		SP:Iteration 22Q (8239.100000 sec): 3 clusters
  Score: Raw -549415.362250 + Penalty 2767.697553 = -546647.664697
  nChanged 34
		SP:Iteration 23Q (8239.270000 sec): 3 clusters
  Score: Raw -549431.932126 + Penalty 2767.697553 = -546664.234573
  nChanged 37
		SP:Iteration 24Q (8239.450000 sec): 3 clusters
  Score: Raw -549453.547034 + Penalty 2767.697553 = -546685.849481
  nChanged 42
		SP:Iteration 25Q (8239.620000 sec): 3 clusters
  Score: Raw -549480.087927 + Penalty 2767.697553 = -546712.390374
  nChanged 40
		SP:Iteration 26Q (8239.810000 sec): 3 clusters
  Score: Raw -549503.544565 + Penalty 2767.697553 = -546735.847012
  nChanged 32
		SP:Iteration 27Q (8239.990000 sec): 3 clusters
  Score: Raw -549520.865428 + Penalty 2767.697553 = -546753.167875
  nChanged 28
		SP:Iteration 28Q (8240.090000 sec): 3 clusters
  Score: Raw -549536.837576 + Penalty 2767.697553 = -546769.140023
  nChanged 33
		SP:Iteration 29Q (8240.250000 sec): 3 clusters
  Score: Raw -549554.720574 + Penalty 2767.697553 = -546787.023021
  nChanged 35
		SP:Iteration 30Q (8240.360000 sec): 3 clusters
  Score: Raw -549567.409166 + Penalty 2767.697553 = -546799.711613
  nChanged 21
		SP:Iteration 31Q (8240.480000 sec): 3 clusters
  Score: Raw -549578.089091 + Penalty 2767.697553 = -546810.391538
  nChanged 22
		SP:Iteration 32Q (8240.650000 sec): 3 clusters
  Score: Raw -549589.366909 + Penalty 2767.697553 = -546821.669356
  nChanged 17
		SP:Iteration 33Q (8240.810000 sec): 3 clusters
  Score: Raw -549597.479446 + Penalty 2767.697553 = -546829.781893
  nChanged 24
		SP:Iteration 34Q (8241.000000 sec): 3 clusters
  Score: Raw -549613.059434 + Penalty 2767.697553 = -546845.361881
  nChanged 17
		SP:Iteration 35Q (8241.210000 sec): 3 clusters
  Score: Raw -549619.696299 + Penalty 2767.697553 = -546851.998746
  nChanged 12
		SP:Iteration 36Q (8241.330000 sec): 3 clusters
  Score: Raw -549623.816285 + Penalty 2767.697553 = -546856.118732
  nChanged 8
		SP:Iteration 37Q (8241.510000 sec): 3 clusters
  Score: Raw -549626.950111 + Penalty 2767.697553 = -546859.252558
  nChanged 10
		SP:Iteration 38Q (8241.670000 sec): 3 clusters
  Score: Raw -549630.860117 + Penalty 2767.697553 = -546863.162564
  nChanged 12
		SP:Iteration 39Q (8241.840000 sec): 3 clusters
  Score: Raw -549635.080683 + Penalty 2767.697553 = -546867.383130
  nChanged 10
		SP:Iteration 40F (8242.070000 sec): 3 clusters
  Score: Raw -549637.900288 + Penalty 2767.697553 = -546870.202735
  nChanged 6
		SP:Iteration 41Q (8242.200000 sec): 3 clusters
  Score: Raw -549640.557202 + Penalty 2767.697553 = -546872.859649
  nChanged 5
		SP:Iteration 42Q (8242.340000 sec): 3 clusters
  Score: Raw -549642.499076 + Penalty 2767.697553 = -546874.801523
  nChanged 5
		SP:Iteration 43Q (8242.510000 sec): 3 clusters
  Score: Raw -549644.062738 + Penalty 2767.697553 = -546876.365185
  nChanged 4
		SP:Iteration 44Q (8242.700000 sec): 3 clusters
  Score: Raw -549645.346974 + Penalty 2767.697553 = -546877.649421
  nChanged 2
		SP:Iteration 45Q (8242.810000 sec): 3 clusters
  Score: Raw -549645.685311 + Penalty 2767.697553 = -546877.987758
  nChanged 1
		SP:Iteration 46Q (8242.950000 sec): 3 clusters
  Score: Raw -549645.869754 + Penalty 2767.697553 = -546878.172201
  nChanged 4
		SP:Iteration 47Q (8243.090000 sec): 3 clusters
  Score: Raw -549647.102719 + Penalty 2767.697553 = -546879.405166
  nChanged 4
		SP:Iteration 48Q (8243.280000 sec): 3 clusters
  Score: Raw -549647.629896 + Penalty 2767.697553 = -546879.932343
  nChanged 1
		SP:Iteration 49Q (8243.490000 sec): 3 clusters
  Score: Raw -549647.674697 + Penalty 2767.697553 = -546879.977144
  nChanged 2
		SP:Iteration 50Q (8243.680000 sec): 3 clusters
  Score: Raw -549647.965380 + Penalty 2767.697553 = -546880.267827
  nChanged 0
		SP:Iteration 51F (8243.890000 sec): 3 clusters
  Score: Raw -549647.965380 + Penalty 2767.697553 = -546880.267827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8244.000000 sec): 2 clusters
  Score: Raw -1002658.814006 + Penalty 1482.067545 = -1001176.746461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8244.290000 sec): 3 clusters
  Score: Raw -997562.947285 + Penalty 2964.135091 = -994598.812194
  nChanged 3955
		SP:Iteration 1F (8244.520000 sec): 3 clusters
  Score: Raw -999743.265794 + Penalty 2964.135091 = -996779.130703
  nChanged 648
		SP:Iteration 2F (8244.710000 sec): 3 clusters
  Score: Raw -1000113.027212 + Penalty 2964.135091 = -997148.892121
  nChanged 620
		SP:Iteration 3F (8244.940000 sec): 3 clusters
  Score: Raw -1000494.959311 + Penalty 2964.135091 = -997530.824220
  nChanged 628
		SP:Iteration 4F (8245.120000 sec): 3 clusters
  Score: Raw -1000907.577450 + Penalty 2964.135091 = -997943.442359
  nChanged 555
		SP:Iteration 5F (8245.340000 sec): 3 clusters
  Score: Raw -1001253.926875 + Penalty 2964.135091 = -998289.791784
  nChanged 480
		SP:Iteration 6F (8245.570000 sec): 3 clusters
  Score: Raw -1001525.531757 + Penalty 2964.135091 = -998561.396666
  nChanged 392
		SP:Iteration 7Q (8245.820000 sec): 3 clusters
  Score: Raw -1001745.553322 + Penalty 2964.135091 = -998781.418231
  nChanged 352
		SP:Iteration 8Q (8245.990000 sec): 3 clusters
  Score: Raw -1001906.316000 + Penalty 2964.135091 = -998942.180909
  nChanged 252
		SP:Iteration 9Q (8246.240000 sec): 3 clusters
  Score: Raw -1002010.984201 + Penalty 2964.135091 = -999046.849110
  nChanged 199
		SP:Iteration 10Q (8246.450000 sec): 3 clusters
  Score: Raw -1002085.750164 + Penalty 2964.135091 = -999121.615073
  nChanged 151
		SP:Iteration 11Q (8246.600000 sec): 3 clusters
  Score: Raw -1002139.982756 + Penalty 2964.135091 = -999175.847665
  nChanged 111
		SP:Iteration 12Q (8246.810000 sec): 3 clusters
  Score: Raw -1002176.862925 + Penalty 2964.135091 = -999212.727834
  nChanged 108
		SP:Iteration 13Q (8247.010000 sec): 3 clusters
  Score: Raw -1002206.737507 + Penalty 2964.135091 = -999242.602416
  nChanged 82
		SP:Iteration 14Q (8247.130000 sec): 3 clusters
  Score: Raw -1002229.277438 + Penalty 2964.135091 = -999265.142347
  nChanged 69
		SP:Iteration 15Q (8247.350000 sec): 3 clusters
  Score: Raw -1002250.932925 + Penalty 2964.135091 = -999286.797834
  nChanged 74
		SP:Iteration 16Q (8247.550000 sec): 3 clusters
  Score: Raw -1002276.385075 + Penalty 2964.135091 = -999312.249984
  nChanged 84
		SP:Iteration 17Q (8247.700000 sec): 3 clusters
  Score: Raw -1002309.898441 + Penalty 2964.135091 = -999345.763350
  nChanged 87
		SP:Iteration 18Q (8247.910000 sec): 3 clusters
  Score: Raw -1002342.288665 + Penalty 2964.135091 = -999378.153574
  nChanged 87
		SP:Iteration 19Q (8248.130000 sec): 3 clusters
  Score: Raw -1002377.968504 + Penalty 2964.135091 = -999413.833413
  nChanged 88
		SP:Iteration 20F (8248.330000 sec): 3 clusters
  Score: Raw -1002414.732150 + Penalty 2964.135091 = -999450.597059
  nChanged 66
		SP:Iteration 21Q (8248.590000 sec): 3 clusters
  Score: Raw -1002445.541301 + Penalty 2964.135091 = -999481.406210
  nChanged 65
		SP:Iteration 22Q (8248.770000 sec): 3 clusters
  Score: Raw -1002475.692903 + Penalty 2964.135091 = -999511.557812
  nChanged 62
		SP:Iteration 23Q (8248.990000 sec): 3 clusters
  Score: Raw -1002501.523992 + Penalty 2964.135091 = -999537.388901
  nChanged 60
		SP:Iteration 24Q (8249.230000 sec): 3 clusters
  Score: Raw -1002530.160268 + Penalty 2964.135091 = -999566.025177
  nChanged 75
		SP:Iteration 25Q (8249.370000 sec): 3 clusters
  Score: Raw -1002571.246461 + Penalty 2964.135091 = -999607.111370
  nChanged 84
		SP:Iteration 26Q (8249.570000 sec): 3 clusters
  Score: Raw -1002614.431378 + Penalty 2964.135091 = -999650.296287
  nChanged 76
		SP:Iteration 27Q (8249.840000 sec): 3 clusters
  Score: Raw -1002657.387000 + Penalty 2964.135091 = -999693.251909
  nChanged 64
		SP:Iteration 28Q (8250.030000 sec): 3 clusters
  Score: Raw -1002690.924113 + Penalty 2964.135091 = -999726.789022
  nChanged 51
		SP:Iteration 29Q (8250.260000 sec): 3 clusters
  Score: Raw -1002721.321171 + Penalty 2964.135091 = -999757.186080
  nChanged 35
		SP:Iteration 30Q (8250.440000 sec): 3 clusters
  Score: Raw -1002741.672268 + Penalty 2964.135091 = -999777.537177
  nChanged 32
		SP:Iteration 31Q (8250.700000 sec): 3 clusters
  Score: Raw -1002756.461051 + Penalty 2964.135091 = -999792.325960
  nChanged 23
		SP:Iteration 32Q (8250.900000 sec): 3 clusters
  Score: Raw -1002771.916890 + Penalty 2964.135091 = -999807.781799
  nChanged 27
		SP:Iteration 33Q (8251.100000 sec): 3 clusters
  Score: Raw -1002785.145372 + Penalty 2964.135091 = -999821.010281
  nChanged 23
		SP:Iteration 34Q (8251.260000 sec): 3 clusters
  Score: Raw -1002797.867038 + Penalty 2964.135091 = -999833.731948
  nChanged 17
		SP:Iteration 35Q (8251.510000 sec): 3 clusters
  Score: Raw -1002806.924476 + Penalty 2964.135091 = -999842.789385
  nChanged 22
		SP:Iteration 36Q (8251.700000 sec): 3 clusters
  Score: Raw -1002818.138785 + Penalty 2964.135091 = -999854.003694
  nChanged 11
		SP:Iteration 37Q (8251.910000 sec): 3 clusters
  Score: Raw -1002824.973050 + Penalty 2964.135091 = -999860.837959
  nChanged 13
		SP:Iteration 38Q (8252.090000 sec): 3 clusters
  Score: Raw -1002833.952890 + Penalty 2964.135091 = -999869.817799
  nChanged 9
		SP:Iteration 39Q (8252.340000 sec): 3 clusters
  Score: Raw -1002837.516209 + Penalty 2964.135091 = -999873.381118
  nChanged 2
		SP:Iteration 40F (8252.540000 sec): 3 clusters
  Score: Raw -1002838.058286 + Penalty 2964.135091 = -999873.923195
  nChanged 3
		SP:Iteration 41Q (8252.770000 sec): 3 clusters
  Score: Raw -1002838.954345 + Penalty 2964.135091 = -999874.819254
  nChanged 3
		SP:Iteration 42Q (8252.990000 sec): 3 clusters
  Score: Raw -1002840.241533 + Penalty 2964.135091 = -999876.106442
  nChanged 3
		SP:Iteration 43Q (8253.270000 sec): 3 clusters
  Score: Raw -1002842.664272 + Penalty 2964.135091 = -999878.529181
  nChanged 3
		SP:Iteration 44Q (8253.450000 sec): 3 clusters
  Score: Raw -1002844.566709 + Penalty 2964.135091 = -999880.431618
  nChanged 4
		SP:Iteration 45Q (8253.660000 sec): 3 clusters
  Score: Raw -1002846.414145 + Penalty 2964.135091 = -999882.279054
  nChanged 2
		SP:Iteration 46Q (8253.850000 sec): 3 clusters
  Score: Raw -1002847.238478 + Penalty 2964.135091 = -999883.103387
  nChanged 1
		SP:Iteration 47Q (8254.090000 sec): 3 clusters
  Score: Raw -1002847.558382 + Penalty 2964.135091 = -999883.423291
  nChanged 1
		SP:Iteration 48Q (8254.270000 sec): 3 clusters
  Score: Raw -1002848.388368 + Penalty 2964.135091 = -999884.253277
  nChanged 4
		SP:Iteration 49Q (8254.490000 sec): 3 clusters
  Score: Raw -1002850.622883 + Penalty 2964.135091 = -999886.487792
  nChanged 6
		SP:Iteration 50Q (8254.700000 sec): 3 clusters
  Score: Raw -1002853.812253 + Penalty 2964.135091 = -999889.677162
  nChanged 3
		SP:Iteration 51Q (8254.920000 sec): 3 clusters
  Score: Raw -1002854.873305 + Penalty 2964.135091 = -999890.738214
  nChanged 4
		SP:Iteration 52Q (8255.100000 sec): 3 clusters
  Score: Raw -1002856.712383 + Penalty 2964.135091 = -999892.577292
  nChanged 5
		SP:Iteration 53Q (8255.250000 sec): 3 clusters
  Score: Raw -1002858.958367 + Penalty 2964.135091 = -999894.823276
  nChanged 4
		SP:Iteration 54Q (8255.420000 sec): 3 clusters
  Score: Raw -1002860.667667 + Penalty 2964.135091 = -999896.532576
  nChanged 4
		SP:Iteration 55Q (8255.600000 sec): 3 clusters
  Score: Raw -1002863.251343 + Penalty 2964.135091 = -999899.116252
  nChanged 2
		SP:Iteration 56Q (8255.830000 sec): 3 clusters
  Score: Raw -1002865.292828 + Penalty 2964.135091 = -999901.157737
  nChanged 5
		SP:Iteration 57Q (8255.980000 sec): 3 clusters
  Score: Raw -1002868.720799 + Penalty 2964.135091 = -999904.585709
  nChanged 6
		SP:Iteration 58Q (8256.180000 sec): 3 clusters
  Score: Raw -1002872.351211 + Penalty 2964.135091 = -999908.216121
  nChanged 4
		SP:Iteration 59Q (8256.400000 sec): 3 clusters
  Score: Raw -1002874.877158 + Penalty 2964.135091 = -999910.742067
  nChanged 2
		SP:Iteration 60F (8256.550000 sec): 3 clusters
  Score: Raw -1002876.212888 + Penalty 2964.135091 = -999912.077797
  nChanged 3
		SP:Iteration 61Q (8256.770000 sec): 3 clusters
  Score: Raw -1002877.455480 + Penalty 2964.135091 = -999913.320389
  nChanged 3
		SP:Iteration 62Q (8256.980000 sec): 3 clusters
  Score: Raw -1002878.875971 + Penalty 2964.135091 = -999914.740881
  nChanged 2
		SP:Iteration 63Q (8257.210000 sec): 3 clusters
  Score: Raw -1002880.097624 + Penalty 2964.135091 = -999915.962533
  nChanged 2
		SP:Iteration 64Q (8257.410000 sec): 3 clusters
  Score: Raw -1002880.993086 + Penalty 2964.135091 = -999916.857995
  nChanged 2
		SP:Iteration 65Q (8257.600000 sec): 3 clusters
  Score: Raw -1002882.652969 + Penalty 2964.135091 = -999918.517878
  nChanged 2
		SP:Iteration 66Q (8257.810000 sec): 3 clusters
  Score: Raw -1002884.232302 + Penalty 2964.135091 = -999920.097211
  nChanged 2
		SP:Iteration 67Q (8258.010000 sec): 3 clusters
  Score: Raw -1002884.860509 + Penalty 2964.135091 = -999920.725418
  nChanged 0
		SP:Iteration 68F (8258.200000 sec): 3 clusters
  Score: Raw -1002884.860509 + Penalty 2964.135091 = -999920.725418
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (28725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8258.460000 sec): 2 clusters
  Score: Raw -3160303.751925 + Penalty 1668.147504 = -3158635.604421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8258.840000 sec): 3 clusters
  Score: Raw -3142520.649445 + Penalty 3336.295008 = -3139184.354436
  nChanged 13280
		SP:Iteration 1F (8259.150000 sec): 3 clusters
  Score: Raw -3150052.590176 + Penalty 3336.295008 = -3146716.295168
  nChanged 1318
		SP:Iteration 2Q (8259.510000 sec): 3 clusters
  Score: Raw -3150560.067152 + Penalty 3336.295008 = -3147223.772143
  nChanged 1332
		SP:Iteration 3Q (8259.930000 sec): 3 clusters
  Score: Raw -3151158.785169 + Penalty 3336.295008 = -3147822.490161
  nChanged 1374
		SP:Iteration 4Q (8260.310000 sec): 3 clusters
  Score: Raw -3151845.194785 + Penalty 3336.295008 = -3148508.899777
  nChanged 1484
		SP:Iteration 5F (8260.590000 sec): 3 clusters
  Score: Raw -3152744.035415 + Penalty 3336.295008 = -3149407.740407
  nChanged 1656
		SP:Iteration 6F (8260.940000 sec): 3 clusters
  Score: Raw -3153896.145277 + Penalty 3336.295008 = -3150559.850268
  nChanged 1738
		SP:Iteration 7F (8261.250000 sec): 3 clusters
  Score: Raw -3155222.020799 + Penalty 3336.295008 = -3151885.725791
  nChanged 1604
		SP:Iteration 8F (8261.540000 sec): 3 clusters
  Score: Raw -3156446.918723 + Penalty 3336.295008 = -3153110.623714
  nChanged 1321
		SP:Iteration 9Q (8261.910000 sec): 3 clusters
  Score: Raw -3157423.197463 + Penalty 3336.295008 = -3154086.902455
  nChanged 1081
		SP:Iteration 10Q (8262.230000 sec): 3 clusters
  Score: Raw -3158219.781854 + Penalty 3336.295008 = -3154883.486846
  nChanged 894
		SP:Iteration 11Q (8262.610000 sec): 3 clusters
  Score: Raw -3158878.488847 + Penalty 3336.295008 = -3155542.193839
  nChanged 653
		SP:Iteration 12Q (8262.970000 sec): 3 clusters
  Score: Raw -3159340.244552 + Penalty 3336.295008 = -3156003.949544
  nChanged 495
		SP:Iteration 13Q (8263.330000 sec): 3 clusters
  Score: Raw -3159686.563567 + Penalty 3336.295008 = -3156350.268559
  nChanged 363
		SP:Iteration 14Q (8263.660000 sec): 3 clusters
  Score: Raw -3159933.846210 + Penalty 3336.295008 = -3156597.551201
  nChanged 253
		SP:Iteration 15Q (8264.020000 sec): 3 clusters
  Score: Raw -3160091.291225 + Penalty 3336.295008 = -3156754.996217
  nChanged 179
		SP:Iteration 16Q (8264.320000 sec): 3 clusters
  Score: Raw -3160203.893012 + Penalty 3336.295008 = -3156867.598004
  nChanged 115
		SP:Iteration 17Q (8264.650000 sec): 3 clusters
  Score: Raw -3160270.685930 + Penalty 3336.295008 = -3156934.390922
  nChanged 79
		SP:Iteration 18Q (8265.050000 sec): 3 clusters
  Score: Raw -3160317.321732 + Penalty 3336.295008 = -3156981.026723
  nChanged 58
		SP:Iteration 19Q (8265.340000 sec): 3 clusters
  Score: Raw -3160356.855243 + Penalty 3336.295008 = -3157020.560235
  nChanged 40
		SP:Iteration 20F (8265.680000 sec): 3 clusters
  Score: Raw -3160386.775515 + Penalty 3336.295008 = -3157050.480507
  nChanged 35
		SP:Iteration 21Q (8266.020000 sec): 3 clusters
  Score: Raw -3160411.663776 + Penalty 3336.295008 = -3157075.368768
  nChanged 24
		SP:Iteration 22Q (8266.380000 sec): 3 clusters
  Score: Raw -3160429.974104 + Penalty 3336.295008 = -3157093.679095
  nChanged 28
		SP:Iteration 23Q (8266.720000 sec): 3 clusters
  Score: Raw -3160455.440545 + Penalty 3336.295008 = -3157119.145536
  nChanged 20
		SP:Iteration 24Q (8267.000000 sec): 3 clusters
  Score: Raw -3160470.132732 + Penalty 3336.295008 = -3157133.837723
  nChanged 13
		SP:Iteration 25Q (8267.310000 sec): 3 clusters
  Score: Raw -3160479.296928 + Penalty 3336.295008 = -3157143.001919
  nChanged 11
		SP:Iteration 26Q (8267.580000 sec): 3 clusters
  Score: Raw -3160488.251326 + Penalty 3336.295008 = -3157151.956318
  nChanged 17
		SP:Iteration 27Q (8267.930000 sec): 3 clusters
  Score: Raw -3160500.139131 + Penalty 3336.295008 = -3157163.844123
  nChanged 11
		SP:Iteration 28Q (8268.230000 sec): 3 clusters
  Score: Raw -3160508.759834 + Penalty 3336.295008 = -3157172.464826
  nChanged 10
		SP:Iteration 29Q (8268.580000 sec): 3 clusters
  Score: Raw -3160514.773992 + Penalty 3336.295008 = -3157178.478984
  nChanged 7
		SP:Iteration 30Q (8268.900000 sec): 3 clusters
  Score: Raw -3160519.389942 + Penalty 3336.295008 = -3157183.094934
  nChanged 7
		SP:Iteration 31Q (8269.210000 sec): 3 clusters
  Score: Raw -3160524.655975 + Penalty 3336.295008 = -3157188.360967
  nChanged 6
		SP:Iteration 32Q (8269.510000 sec): 3 clusters
  Score: Raw -3160528.901532 + Penalty 3336.295008 = -3157192.606524
  nChanged 7
		SP:Iteration 33Q (8269.840000 sec): 3 clusters
  Score: Raw -3160533.455108 + Penalty 3336.295008 = -3157197.160099
  nChanged 7
		SP:Iteration 34Q (8270.170000 sec): 3 clusters
  Score: Raw -3160536.483560 + Penalty 3336.295008 = -3157200.188551
  nChanged 2
		SP:Iteration 35Q (8270.500000 sec): 3 clusters
  Score: Raw -3160537.772331 + Penalty 3336.295008 = -3157201.477322
  nChanged 1
		SP:Iteration 36Q (8270.800000 sec): 3 clusters
  Score: Raw -3160538.192040 + Penalty 3336.295008 = -3157201.897032
  nChanged 1
		SP:Iteration 37Q (8271.160000 sec): 3 clusters
  Score: Raw -3160538.442485 + Penalty 3336.295008 = -3157202.147477
  nChanged 0
		SP:Iteration 38F (8271.470000 sec): 3 clusters
  Score: Raw -3160538.442485 + Penalty 3336.295008 = -3157202.147477
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (16289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8271.680000 sec): 2 clusters
  Score: Raw -1657218.976587 + Penalty 1575.964863 = -1655643.011723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8271.960000 sec): 3 clusters
  Score: Raw -1647555.583809 + Penalty 3151.929727 = -1644403.654083
  nChanged 7327
		SP:Iteration 1F (8272.210000 sec): 3 clusters
  Score: Raw -1652307.110363 + Penalty 3151.929727 = -1649155.180636
  nChanged 1442
		SP:Iteration 2F (8272.480000 sec): 3 clusters
  Score: Raw -1653639.234041 + Penalty 3151.929727 = -1650487.304314
  nChanged 1396
		SP:Iteration 3F (8272.710000 sec): 3 clusters
  Score: Raw -1654879.273559 + Penalty 3151.929727 = -1651727.343832
  nChanged 1214
		SP:Iteration 4F (8272.960000 sec): 3 clusters
  Score: Raw -1655718.354687 + Penalty 3151.929727 = -1652566.424960
  nChanged 935
		SP:Iteration 5F (8273.210000 sec): 3 clusters
  Score: Raw -1656271.342736 + Penalty 3151.929727 = -1653119.413009
  nChanged 798
		SP:Iteration 6Q (8273.470000 sec): 3 clusters
  Score: Raw -1656709.605707 + Penalty 3151.929727 = -1653557.675980
  nChanged 628
		SP:Iteration 7Q (8273.740000 sec): 3 clusters
  Score: Raw -1657027.837389 + Penalty 3151.929727 = -1653875.907663
  nChanged 526
		SP:Iteration 8Q (8274.040000 sec): 3 clusters
  Score: Raw -1657279.537049 + Penalty 3151.929727 = -1654127.607322
  nChanged 428
		SP:Iteration 9Q (8274.290000 sec): 3 clusters
  Score: Raw -1657494.447645 + Penalty 3151.929727 = -1654342.517918
  nChanged 369
		SP:Iteration 10Q (8274.520000 sec): 3 clusters
  Score: Raw -1657661.956364 + Penalty 3151.929727 = -1654510.026638
  nChanged 339
		SP:Iteration 11Q (8274.800000 sec): 3 clusters
  Score: Raw -1657803.526123 + Penalty 3151.929727 = -1654651.596396
  nChanged 310
		SP:Iteration 12Q (8275.060000 sec): 3 clusters
  Score: Raw -1657947.739868 + Penalty 3151.929727 = -1654795.810141
  nChanged 317
		SP:Iteration 13Q (8275.300000 sec): 3 clusters
  Score: Raw -1658095.074905 + Penalty 3151.929727 = -1654943.145178
  nChanged 290
		SP:Iteration 14Q (8275.540000 sec): 3 clusters
  Score: Raw -1658209.313453 + Penalty 3151.929727 = -1655057.383727
  nChanged 272
		SP:Iteration 15Q (8275.850000 sec): 3 clusters
  Score: Raw -1658330.172849 + Penalty 3151.929727 = -1655178.243122
  nChanged 276
		SP:Iteration 16Q (8276.040000 sec): 3 clusters
  Score: Raw -1658453.118687 + Penalty 3151.929727 = -1655301.188961
  nChanged 271
		SP:Iteration 17Q (8276.320000 sec): 3 clusters
  Score: Raw -1658579.078568 + Penalty 3151.929727 = -1655427.148841
  nChanged 276
		SP:Iteration 18Q (8276.550000 sec): 3 clusters
  Score: Raw -1658716.191095 + Penalty 3151.929727 = -1655564.261369
  nChanged 281
		SP:Iteration 19Q (8276.830000 sec): 3 clusters
  Score: Raw -1658879.911378 + Penalty 3151.929727 = -1655727.981652
  nChanged 256
		SP:Iteration 20F (8277.050000 sec): 3 clusters
  Score: Raw -1659099.040071 + Penalty 3151.929727 = -1655947.110344
  nChanged 224
		SP:Iteration 21Q (8277.350000 sec): 3 clusters
  Score: Raw -1659354.795328 + Penalty 3151.929727 = -1656202.865601
  nChanged 224
		SP:Iteration 22Q (8277.640000 sec): 3 clusters
  Score: Raw -1659500.950098 + Penalty 3151.929727 = -1656349.020372
  nChanged 154
		SP:Iteration 23Q (8277.860000 sec): 3 clusters
  Score: Raw -1659574.444658 + Penalty 3151.929727 = -1656422.514932
  nChanged 126
		SP:Iteration 24Q (8278.120000 sec): 3 clusters
  Score: Raw -1659622.069275 + Penalty 3151.929727 = -1656470.139548
  nChanged 109
		SP:Iteration 25Q (8278.360000 sec): 3 clusters
  Score: Raw -1659659.921059 + Penalty 3151.929727 = -1656507.991332
  nChanged 100
		SP:Iteration 26Q (8278.630000 sec): 3 clusters
  Score: Raw -1659696.874461 + Penalty 3151.929727 = -1656544.944735
  nChanged 100
		SP:Iteration 27Q (8278.920000 sec): 3 clusters
  Score: Raw -1659734.386064 + Penalty 3151.929727 = -1656582.456337
  nChanged 93
		SP:Iteration 28Q (8279.190000 sec): 3 clusters
  Score: Raw -1659767.735752 + Penalty 3151.929727 = -1656615.806026
  nChanged 88
		SP:Iteration 29Q (8279.470000 sec): 3 clusters
  Score: Raw -1659796.319055 + Penalty 3151.929727 = -1656644.389328
  nChanged 73
		SP:Iteration 30Q (8279.720000 sec): 3 clusters
  Score: Raw -1659817.753604 + Penalty 3151.929727 = -1656665.823877
  nChanged 54
		SP:Iteration 31Q (8279.940000 sec): 3 clusters
  Score: Raw -1659832.890599 + Penalty 3151.929727 = -1656680.960873
  nChanged 50
		SP:Iteration 32Q (8280.190000 sec): 3 clusters
  Score: Raw -1659845.903788 + Penalty 3151.929727 = -1656693.974062
  nChanged 43
		SP:Iteration 33Q (8280.420000 sec): 3 clusters
  Score: Raw -1659854.825730 + Penalty 3151.929727 = -1656702.896003
  nChanged 36
		SP:Iteration 34Q (8280.660000 sec): 3 clusters
  Score: Raw -1659862.496148 + Penalty 3151.929727 = -1656710.566421
  nChanged 35
		SP:Iteration 35Q (8280.930000 sec): 3 clusters
  Score: Raw -1659869.105309 + Penalty 3151.929727 = -1656717.175582
  nChanged 28
		SP:Iteration 36Q (8281.140000 sec): 3 clusters
  Score: Raw -1659874.862038 + Penalty 3151.929727 = -1656722.932311
  nChanged 27
		SP:Iteration 37Q (8281.400000 sec): 3 clusters
  Score: Raw -1659879.951354 + Penalty 3151.929727 = -1656728.021627
  nChanged 24
		SP:Iteration 38Q (8281.630000 sec): 3 clusters
  Score: Raw -1659884.697340 + Penalty 3151.929727 = -1656732.767614
  nChanged 23
		SP:Iteration 39Q (8281.880000 sec): 3 clusters
  Score: Raw -1659889.477732 + Penalty 3151.929727 = -1656737.548006
  nChanged 23
		SP:Iteration 40F (8282.130000 sec): 3 clusters
  Score: Raw -1659893.051067 + Penalty 3151.929727 = -1656741.121340
  nChanged 17
		SP:Iteration 41Q (8282.380000 sec): 3 clusters
  Score: Raw -1659896.115803 + Penalty 3151.929727 = -1656744.186077
  nChanged 15
		SP:Iteration 42Q (8282.650000 sec): 3 clusters
  Score: Raw -1659898.942094 + Penalty 3151.929727 = -1656747.012367
  nChanged 12
		SP:Iteration 43Q (8282.890000 sec): 3 clusters
  Score: Raw -1659901.601373 + Penalty 3151.929727 = -1656749.671647
  nChanged 16
		SP:Iteration 44Q (8283.120000 sec): 3 clusters
  Score: Raw -1659904.641801 + Penalty 3151.929727 = -1656752.712074
  nChanged 13
		SP:Iteration 45Q (8283.370000 sec): 3 clusters
  Score: Raw -1659907.113949 + Penalty 3151.929727 = -1656755.184223
  nChanged 12
		SP:Iteration 46Q (8283.630000 sec): 3 clusters
  Score: Raw -1659909.197468 + Penalty 3151.929727 = -1656757.267742
  nChanged 12
		SP:Iteration 47Q (8283.910000 sec): 3 clusters
  Score: Raw -1659911.391968 + Penalty 3151.929727 = -1656759.462241
  nChanged 12
		SP:Iteration 48Q (8284.170000 sec): 3 clusters
  Score: Raw -1659913.287448 + Penalty 3151.929727 = -1656761.357721
  nChanged 11
		SP:Iteration 49Q (8284.430000 sec): 3 clusters
  Score: Raw -1659914.657919 + Penalty 3151.929727 = -1656762.728193
  nChanged 7
		SP:Iteration 50Q (8284.640000 sec): 3 clusters
  Score: Raw -1659915.471627 + Penalty 3151.929727 = -1656763.541901
  nChanged 5
		SP:Iteration 51Q (8284.860000 sec): 3 clusters
  Score: Raw -1659915.754015 + Penalty 3151.929727 = -1656763.824289
  nChanged 3
		SP:Iteration 52Q (8285.160000 sec): 3 clusters
  Score: Raw -1659916.145776 + Penalty 3151.929727 = -1656764.216050
  nChanged 4
		SP:Iteration 53Q (8285.380000 sec): 3 clusters
  Score: Raw -1659916.745278 + Penalty 3151.929727 = -1656764.815552
  nChanged 7
		SP:Iteration 54Q (8285.620000 sec): 3 clusters
  Score: Raw -1659918.029087 + Penalty 3151.929727 = -1656766.099360
  nChanged 7
		SP:Iteration 55Q (8285.840000 sec): 3 clusters
  Score: Raw -1659918.815378 + Penalty 3151.929727 = -1656766.885652
  nChanged 5
		SP:Iteration 56Q (8286.140000 sec): 3 clusters
  Score: Raw -1659919.767073 + Penalty 3151.929727 = -1656767.837347
  nChanged 7
		SP:Iteration 57Q (8286.350000 sec): 3 clusters
  Score: Raw -1659920.381814 + Penalty 3151.929727 = -1656768.452087
  nChanged 4
		SP:Iteration 58Q (8286.600000 sec): 3 clusters
  Score: Raw -1659920.838012 + Penalty 3151.929727 = -1656768.908286
  nChanged 2
		SP:Iteration 59Q (8286.820000 sec): 3 clusters
  Score: Raw -1659920.947812 + Penalty 3151.929727 = -1656769.018086
  nChanged 1
		SP:Iteration 60F (8287.100000 sec): 3 clusters
  Score: Raw -1659921.046002 + Penalty 3151.929727 = -1656769.116275
  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 9.11 GB.

 Trying to split cluster 19 (7512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8287.190000 sec): 2 clusters
  Score: Raw -834884.810880 + Penalty 1450.191766 = -833434.619115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8287.340000 sec): 3 clusters
  Score: Raw -830790.960787 + Penalty 2900.383532 = -827890.577255
  nChanged 3162
		SP:Iteration 1F (8287.540000 sec): 3 clusters
  Score: Raw -832487.929010 + Penalty 2900.383532 = -829587.545478
  nChanged 430
		SP:Iteration 2F (8287.750000 sec): 3 clusters
  Score: Raw -832677.402020 + Penalty 2900.383532 = -829777.018489
  nChanged 341
		SP:Iteration 3Q (8287.980000 sec): 3 clusters
  Score: Raw -832823.207155 + Penalty 2900.383532 = -829922.823623
  nChanged 313
		SP:Iteration 4Q (8288.140000 sec): 3 clusters
  Score: Raw -832948.604153 + Penalty 2900.383532 = -830048.220621
  nChanged 297
		SP:Iteration 5Q (8288.400000 sec): 3 clusters
  Score: Raw -833063.765086 + Penalty 2900.383532 = -830163.381554
  nChanged 257
		SP:Iteration 6Q (8288.550000 sec): 3 clusters
  Score: Raw -833163.607829 + Penalty 2900.383532 = -830263.224297
  nChanged 239
		SP:Iteration 7Q (8288.730000 sec): 3 clusters
  Score: Raw -833262.259841 + Penalty 2900.383532 = -830361.876309
  nChanged 235
		SP:Iteration 8Q (8288.940000 sec): 3 clusters
  Score: Raw -833367.395052 + Penalty 2900.383532 = -830467.011520
  nChanged 238
		SP:Iteration 9Q (8289.130000 sec): 3 clusters
  Score: Raw -833462.112087 + Penalty 2900.383532 = -830561.728555
  nChanged 204
		SP:Iteration 10Q (8289.320000 sec): 3 clusters
  Score: Raw -833529.999121 + Penalty 2900.383532 = -830629.615589
  nChanged 159
		SP:Iteration 11Q (8289.510000 sec): 3 clusters
  Score: Raw -833582.679451 + Penalty 2900.383532 = -830682.295919
  nChanged 149
		SP:Iteration 12Q (8289.710000 sec): 3 clusters
  Score: Raw -833632.757908 + Penalty 2900.383532 = -830732.374376
  nChanged 139
		SP:Iteration 13Q (8289.910000 sec): 3 clusters
  Score: Raw -833678.660505 + Penalty 2900.383532 = -830778.276973
  nChanged 139
		SP:Iteration 14Q (8290.150000 sec): 3 clusters
  Score: Raw -833722.727843 + Penalty 2900.383532 = -830822.344312
  nChanged 123
		SP:Iteration 15Q (8290.340000 sec): 3 clusters
  Score: Raw -833764.747978 + Penalty 2900.383532 = -830864.364446
  nChanged 123
		SP:Iteration 16Q (8290.580000 sec): 3 clusters
  Score: Raw -833806.940974 + Penalty 2900.383532 = -830906.557442
  nChanged 135
		SP:Iteration 17Q (8290.810000 sec): 3 clusters
  Score: Raw -833852.810164 + Penalty 2900.383532 = -830952.426632
  nChanged 126
		SP:Iteration 18Q (8290.990000 sec): 3 clusters
  Score: Raw -833894.017875 + Penalty 2900.383532 = -830993.634343
  nChanged 131
		SP:Iteration 19Q (8291.230000 sec): 3 clusters
  Score: Raw -833933.003361 + Penalty 2900.383532 = -831032.619829
  nChanged 122
		SP:Iteration 20F (8291.370000 sec): 3 clusters
  Score: Raw -833975.680040 + Penalty 2900.383532 = -831075.296508
  nChanged 135
		SP:Iteration 21Q (8291.540000 sec): 3 clusters
  Score: Raw -834030.008220 + Penalty 2900.383532 = -831129.624688
  nChanged 155
		SP:Iteration 22Q (8291.820000 sec): 3 clusters
  Score: Raw -834094.055381 + Penalty 2900.383532 = -831193.671849
  nChanged 154
		SP:Iteration 23Q (8292.050000 sec): 3 clusters
  Score: Raw -834156.750229 + Penalty 2900.383532 = -831256.366698
  nChanged 154
		SP:Iteration 24Q (8292.240000 sec): 3 clusters
  Score: Raw -834222.884285 + Penalty 2900.383532 = -831322.500754
  nChanged 151
		SP:Iteration 25Q (8292.500000 sec): 3 clusters
  Score: Raw -834293.421121 + Penalty 2900.383532 = -831393.037590
  nChanged 163
		SP:Iteration 26Q (8292.670000 sec): 3 clusters
  Score: Raw -834382.378288 + Penalty 2900.383532 = -831481.994756
  nChanged 176
		SP:Iteration 27Q (8292.870000 sec): 3 clusters
  Score: Raw -834481.487496 + Penalty 2900.383532 = -831581.103964
  nChanged 146
		SP:Iteration 28Q (8293.080000 sec): 3 clusters
  Score: Raw -834566.987432 + Penalty 2900.383532 = -831666.603900
  nChanged 123
		SP:Iteration 29Q (8293.270000 sec): 3 clusters
  Score: Raw -834634.682643 + Penalty 2900.383532 = -831734.299111
  nChanged 104
		SP:Iteration 30Q (8293.480000 sec): 3 clusters
  Score: Raw -834696.301304 + Penalty 2900.383532 = -831795.917772
  nChanged 81
		SP:Iteration 31Q (8293.690000 sec): 3 clusters
  Score: Raw -834748.284307 + Penalty 2900.383532 = -831847.900775
  nChanged 72
		SP:Iteration 32Q (8293.910000 sec): 3 clusters
  Score: Raw -834791.725342 + Penalty 2900.383532 = -831891.341810
  nChanged 66
		SP:Iteration 33Q (8294.070000 sec): 3 clusters
  Score: Raw -834829.320864 + Penalty 2900.383532 = -831928.937332
  nChanged 53
		SP:Iteration 34Q (8294.270000 sec): 3 clusters
  Score: Raw -834866.093691 + Penalty 2900.383532 = -831965.710160
  nChanged 55
		SP:Iteration 35Q (8294.430000 sec): 3 clusters
  Score: Raw -834896.579977 + Penalty 2900.383532 = -831996.196446
  nChanged 39
		SP:Iteration 36Q (8294.660000 sec): 3 clusters
  Score: Raw -834914.997337 + Penalty 2900.383532 = -832014.613805
  nChanged 30
		SP:Iteration 37Q (8294.770000 sec): 3 clusters
  Score: Raw -834934.041740 + Penalty 2900.383532 = -832033.658209
  nChanged 33
		SP:Iteration 38Q (8294.950000 sec): 3 clusters
  Score: Raw -834954.266162 + Penalty 2900.383532 = -832053.882630
  nChanged 31
		SP:Iteration 39Q (8295.140000 sec): 3 clusters
  Score: Raw -834977.737002 + Penalty 2900.383532 = -832077.353470
  nChanged 23
		SP:Iteration 40F (8295.310000 sec): 3 clusters
  Score: Raw -834996.384413 + Penalty 2900.383532 = -832096.000881
  nChanged 16
		SP:Iteration 41Q (8295.530000 sec): 3 clusters
  Score: Raw -835007.122047 + Penalty 2900.383532 = -832106.738515
  nChanged 12
		SP:Iteration 42Q (8295.730000 sec): 3 clusters
  Score: Raw -835016.915623 + Penalty 2900.383532 = -832116.532091
  nChanged 11
		SP:Iteration 43Q (8295.950000 sec): 3 clusters
  Score: Raw -835023.605636 + Penalty 2900.383532 = -832123.222104
  nChanged 8
		SP:Iteration 44Q (8296.110000 sec): 3 clusters
  Score: Raw -835029.326649 + Penalty 2900.383532 = -832128.943117
  nChanged 7
		SP:Iteration 45Q (8296.320000 sec): 3 clusters
  Score: Raw -835032.536797 + Penalty 2900.383532 = -832132.153266
  nChanged 1
		SP:Iteration 46Q (8296.500000 sec): 3 clusters
  Score: Raw -835033.025144 + Penalty 2900.383532 = -832132.641613
  nChanged 0
		SP:Iteration 47F (8296.710000 sec): 3 clusters
  Score: Raw -835033.025144 + Penalty 2900.383532 = -832132.641613
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8296.830000 sec): 2 clusters
  Score: Raw -360901.820942 + Penalty 1324.122421 = -359577.698521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8297.060000 sec): 3 clusters
  Score: Raw -359224.268566 + Penalty 2648.244842 = -356576.023724
  nChanged 1365
		SP:Iteration 1F (8297.230000 sec): 3 clusters
  Score: Raw -360137.794480 + Penalty 2648.244842 = -357489.549638
  nChanged 294
		SP:Iteration 2F (8297.390000 sec): 3 clusters
  Score: Raw -360455.795277 + Penalty 2648.244842 = -357807.550436
  nChanged 266
		SP:Iteration 3F (8297.560000 sec): 3 clusters
  Score: Raw -360724.580186 + Penalty 2648.244842 = -358076.335344
  nChanged 220
		SP:Iteration 4F (8297.770000 sec): 3 clusters
  Score: Raw -360922.947164 + Penalty 2648.244842 = -358274.702322
  nChanged 194
		SP:Iteration 5F (8297.930000 sec): 3 clusters
  Score: Raw -361081.660261 + Penalty 2648.244842 = -358433.415420
  nChanged 155
		SP:Iteration 6Q (8298.090000 sec): 3 clusters
  Score: Raw -361207.847335 + Penalty 2648.244842 = -358559.602493
  nChanged 119
		SP:Iteration 7Q (8298.310000 sec): 3 clusters
  Score: Raw -361305.367965 + Penalty 2648.244842 = -358657.123123
  nChanged 79
		SP:Iteration 8Q (8298.530000 sec): 3 clusters
  Score: Raw -361375.161728 + Penalty 2648.244842 = -358726.916886
  nChanged 71
		SP:Iteration 9Q (8298.720000 sec): 3 clusters
  Score: Raw -361433.881840 + Penalty 2648.244842 = -358785.636999
  nChanged 67
		SP:Iteration 10Q (8298.880000 sec): 3 clusters
  Score: Raw -361487.594069 + Penalty 2648.244842 = -358839.349227
  nChanged 61
		SP:Iteration 11Q (8299.080000 sec): 3 clusters
  Score: Raw -361522.549042 + Penalty 2648.244842 = -358874.304200
  nChanged 32
		SP:Iteration 12Q (8299.230000 sec): 3 clusters
  Score: Raw -361537.426548 + Penalty 2648.244842 = -358889.181707
  nChanged 22
		SP:Iteration 13Q (8299.410000 sec): 3 clusters
  Score: Raw -361549.433322 + Penalty 2648.244842 = -358901.188480
  nChanged 19
		SP:Iteration 14Q (8299.620000 sec): 3 clusters
  Score: Raw -361558.580874 + Penalty 2648.244842 = -358910.336033
  nChanged 17
		SP:Iteration 15Q (8299.730000 sec): 3 clusters
  Score: Raw -361565.838861 + Penalty 2648.244842 = -358917.594019
  nChanged 15
		SP:Iteration 16Q (8299.870000 sec): 3 clusters
  Score: Raw -361571.431977 + Penalty 2648.244842 = -358923.187135
  nChanged 12
		SP:Iteration 17Q (8300.020000 sec): 3 clusters
  Score: Raw -361577.556696 + Penalty 2648.244842 = -358929.311855
  nChanged 10
		SP:Iteration 18Q (8300.160000 sec): 3 clusters
  Score: Raw -361581.588335 + Penalty 2648.244842 = -358933.343493
  nChanged 7
		SP:Iteration 19Q (8300.270000 sec): 3 clusters
  Score: Raw -361584.634142 + Penalty 2648.244842 = -358936.389300
  nChanged 8
		SP:Iteration 20F (8300.380000 sec): 3 clusters
  Score: Raw -361588.845768 + Penalty 2648.244842 = -358940.600927
  nChanged 8
		SP:Iteration 21Q (8300.500000 sec): 3 clusters
  Score: Raw -361591.687506 + Penalty 2648.244842 = -358943.442664
  nChanged 5
		SP:Iteration 22Q (8300.680000 sec): 3 clusters
  Score: Raw -361593.261929 + Penalty 2648.244842 = -358945.017087
  nChanged 6
		SP:Iteration 23Q (8300.870000 sec): 3 clusters
  Score: Raw -361596.606390 + Penalty 2648.244842 = -358948.361548
  nChanged 12
		SP:Iteration 24Q (8301.020000 sec): 3 clusters
  Score: Raw -361600.553016 + Penalty 2648.244842 = -358952.308174
  nChanged 7
		SP:Iteration 25Q (8301.200000 sec): 3 clusters
  Score: Raw -361602.892539 + Penalty 2648.244842 = -358954.647698
  nChanged 11
		SP:Iteration 26Q (8301.340000 sec): 3 clusters
  Score: Raw -361607.473376 + Penalty 2648.244842 = -358959.228535
  nChanged 10
		SP:Iteration 27Q (8301.490000 sec): 3 clusters
  Score: Raw -361613.787649 + Penalty 2648.244842 = -358965.542808
  nChanged 12
		SP:Iteration 28Q (8301.710000 sec): 3 clusters
  Score: Raw -361618.907256 + Penalty 2648.244842 = -358970.662415
  nChanged 9
		SP:Iteration 29Q (8301.860000 sec): 3 clusters
  Score: Raw -361621.415463 + Penalty 2648.244842 = -358973.170621
  nChanged 4
		SP:Iteration 30Q (8302.020000 sec): 3 clusters
  Score: Raw -361623.057839 + Penalty 2648.244842 = -358974.812998
  nChanged 5
		SP:Iteration 31Q (8302.230000 sec): 3 clusters
  Score: Raw -361625.022599 + Penalty 2648.244842 = -358976.777757
  nChanged 3
		SP:Iteration 32Q (8302.360000 sec): 3 clusters
  Score: Raw -361625.698042 + Penalty 2648.244842 = -358977.453200
  nChanged 3
		SP:Iteration 33Q (8302.510000 sec): 3 clusters
  Score: Raw -361626.461808 + Penalty 2648.244842 = -358978.216966
  nChanged 4
		SP:Iteration 34Q (8302.670000 sec): 3 clusters
  Score: Raw -361628.291821 + Penalty 2648.244842 = -358980.046980
  nChanged 4
		SP:Iteration 35Q (8302.870000 sec): 3 clusters
  Score: Raw -361630.700951 + Penalty 2648.244842 = -358982.456110
  nChanged 4
		SP:Iteration 36Q (8303.010000 sec): 3 clusters
  Score: Raw -361632.447458 + Penalty 2648.244842 = -358984.202617
  nChanged 4
		SP:Iteration 37Q (8303.150000 sec): 3 clusters
  Score: Raw -361633.941504 + Penalty 2648.244842 = -358985.696662
  nChanged 3
		SP:Iteration 38Q (8303.330000 sec): 3 clusters
  Score: Raw -361635.671662 + Penalty 2648.244842 = -358987.426820
  nChanged 1
		SP:Iteration 39Q (8303.550000 sec): 3 clusters
  Score: Raw -361635.907798 + Penalty 2648.244842 = -358987.662957
  nChanged 0
		SP:Iteration 40F (8303.690000 sec): 3 clusters
  Score: Raw -361635.907798 + Penalty 2648.244842 = -358987.662957
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (11336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8303.850000 sec): 2 clusters
  Score: Raw -1264422.483214 + Penalty 1517.057552 = -1262905.425662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8304.070000 sec): 3 clusters
  Score: Raw -1257867.643539 + Penalty 3034.115104 = -1254833.528435
  nChanged 5022
		SP:Iteration 1F (8304.290000 sec): 3 clusters
  Score: Raw -1260708.362965 + Penalty 3034.115104 = -1257674.247861
  nChanged 710
		SP:Iteration 2F (8304.570000 sec): 3 clusters
  Score: Raw -1261104.720842 + Penalty 3034.115104 = -1258070.605738
  nChanged 760
		SP:Iteration 3F (8304.760000 sec): 3 clusters
  Score: Raw -1261607.492783 + Penalty 3034.115104 = -1258573.377679
  nChanged 842
		SP:Iteration 4F (8304.970000 sec): 3 clusters
  Score: Raw -1262336.232503 + Penalty 3034.115104 = -1259302.117399
  nChanged 965
		SP:Iteration 5F (8305.190000 sec): 3 clusters
  Score: Raw -1263214.116205 + Penalty 3034.115104 = -1260180.001101
  nChanged 874
		SP:Iteration 6F (8305.440000 sec): 3 clusters
  Score: Raw -1263952.177556 + Penalty 3034.115104 = -1260918.062452
  nChanged 681
		SP:Iteration 7F (8305.670000 sec): 3 clusters
  Score: Raw -1264391.938586 + Penalty 3034.115104 = -1261357.823482
  nChanged 412
		SP:Iteration 8Q (8305.850000 sec): 3 clusters
  Score: Raw -1264590.051959 + Penalty 3034.115104 = -1261555.936855
  nChanged 288
		SP:Iteration 9Q (8306.070000 sec): 3 clusters
  Score: Raw -1264688.683558 + Penalty 3034.115104 = -1261654.568454
  nChanged 164
		SP:Iteration 10Q (8306.280000 sec): 3 clusters
  Score: Raw -1264727.994577 + Penalty 3034.115104 = -1261693.879473
  nChanged 93
		SP:Iteration 11Q (8306.490000 sec): 3 clusters
  Score: Raw -1264751.293217 + Penalty 3034.115104 = -1261717.178113
  nChanged 75
		SP:Iteration 12Q (8306.690000 sec): 3 clusters
  Score: Raw -1264766.109050 + Penalty 3034.115104 = -1261731.993946
  nChanged 53
		SP:Iteration 13Q (8306.920000 sec): 3 clusters
  Score: Raw -1264776.126082 + Penalty 3034.115104 = -1261742.010978
  nChanged 35
		SP:Iteration 14Q (8307.150000 sec): 3 clusters
  Score: Raw -1264781.041287 + Penalty 3034.115104 = -1261746.926183
  nChanged 30
		SP:Iteration 15Q (8307.390000 sec): 3 clusters
  Score: Raw -1264785.329001 + Penalty 3034.115104 = -1261751.213897
  nChanged 25
		SP:Iteration 16Q (8307.670000 sec): 3 clusters
  Score: Raw -1264788.476078 + Penalty 3034.115104 = -1261754.360974
  nChanged 15
		SP:Iteration 17Q (8307.920000 sec): 3 clusters
  Score: Raw -1264790.021716 + Penalty 3034.115104 = -1261755.906612
  nChanged 15
		SP:Iteration 18Q (8308.100000 sec): 3 clusters
  Score: Raw -1264791.573289 + Penalty 3034.115104 = -1261757.458185
  nChanged 13
		SP:Iteration 19Q (8308.360000 sec): 3 clusters
  Score: Raw -1264792.891130 + Penalty 3034.115104 = -1261758.776026
  nChanged 12
		SP:Iteration 20F (8308.580000 sec): 3 clusters
  Score: Raw -1264794.106635 + Penalty 3034.115104 = -1261759.991531
  nChanged 11
		SP:Iteration 21Q (8308.790000 sec): 3 clusters
  Score: Raw -1264795.304854 + Penalty 3034.115104 = -1261761.189750
  nChanged 6
		SP:Iteration 22Q (8309.060000 sec): 3 clusters
  Score: Raw -1264796.230120 + Penalty 3034.115104 = -1261762.115016
  nChanged 12
		SP:Iteration 23Q (8309.260000 sec): 3 clusters
  Score: Raw -1264797.360272 + Penalty 3034.115104 = -1261763.245168
  nChanged 9
		SP:Iteration 24Q (8309.510000 sec): 3 clusters
  Score: Raw -1264798.281706 + Penalty 3034.115104 = -1261764.166602
  nChanged 8
		SP:Iteration 25Q (8309.720000 sec): 3 clusters
  Score: Raw -1264799.215598 + Penalty 3034.115104 = -1261765.100494
  nChanged 5
		SP:Iteration 26Q (8309.950000 sec): 3 clusters
  Score: Raw -1264799.732710 + Penalty 3034.115104 = -1261765.617606
  nChanged 3
		SP:Iteration 27Q (8310.220000 sec): 3 clusters
  Score: Raw -1264800.040596 + Penalty 3034.115104 = -1261765.925492
  nChanged 4
		SP:Iteration 28Q (8310.430000 sec): 3 clusters
  Score: Raw -1264800.608747 + Penalty 3034.115104 = -1261766.493643
  nChanged 3
		SP:Iteration 29Q (8310.680000 sec): 3 clusters
  Score: Raw -1264801.149335 + Penalty 3034.115104 = -1261767.034231
  nChanged 4
		SP:Iteration 30Q (8310.970000 sec): 3 clusters
  Score: Raw -1264801.494754 + Penalty 3034.115104 = -1261767.379650
  nChanged 3
		SP:Iteration 31Q (8311.180000 sec): 3 clusters
  Score: Raw -1264801.688859 + Penalty 3034.115104 = -1261767.573755
  nChanged 2
		SP:Iteration 32Q (8311.410000 sec): 3 clusters
  Score: Raw -1264801.844323 + Penalty 3034.115104 = -1261767.729219
  nChanged 1
		SP:Iteration 33Q (8311.640000 sec): 3 clusters
  Score: Raw -1264801.952582 + Penalty 3034.115104 = -1261767.837478
  nChanged 2
		SP:Iteration 34Q (8311.860000 sec): 3 clusters
  Score: Raw -1264802.200404 + Penalty 3034.115104 = -1261768.085300
  nChanged 2
		SP:Iteration 35Q (8312.060000 sec): 3 clusters
  Score: Raw -1264802.365761 + Penalty 3034.115104 = -1261768.250657
  nChanged 2
		SP:Iteration 36Q (8312.340000 sec): 3 clusters
  Score: Raw -1264802.480915 + Penalty 3034.115104 = -1261768.365811
  nChanged 0
		SP:Iteration 37F (8312.520000 sec): 3 clusters
  Score: Raw -1264802.480915 + Penalty 3034.115104 = -1261768.365811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (5640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8312.630000 sec): 2 clusters
  Score: Raw -601795.843141 + Penalty 1403.616393 = -600392.226748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8312.880000 sec): 3 clusters
  Score: Raw -598786.695048 + Penalty 2807.232787 = -595979.462261
  nChanged 2348
		SP:Iteration 1F (8313.100000 sec): 3 clusters
  Score: Raw -600126.968651 + Penalty 2807.232787 = -597319.735864
  nChanged 454
		SP:Iteration 2F (8313.310000 sec): 3 clusters
  Score: Raw -600429.245975 + Penalty 2807.232787 = -597622.013188
  nChanged 386
		SP:Iteration 3F (8313.500000 sec): 3 clusters
  Score: Raw -600661.802707 + Penalty 2807.232787 = -597854.569920
  nChanged 318
		SP:Iteration 4F (8313.640000 sec): 3 clusters
  Score: Raw -600854.912010 + Penalty 2807.232787 = -598047.679223
  nChanged 278
		SP:Iteration 5Q (8313.830000 sec): 3 clusters
  Score: Raw -601032.793034 + Penalty 2807.232787 = -598225.560247
  nChanged 255
		SP:Iteration 6Q (8314.040000 sec): 3 clusters
  Score: Raw -601212.279801 + Penalty 2807.232787 = -598405.047015
  nChanged 261
		SP:Iteration 7Q (8314.230000 sec): 3 clusters
  Score: Raw -601373.069862 + Penalty 2807.232787 = -598565.837075
  nChanged 213
		SP:Iteration 8Q (8314.370000 sec): 3 clusters
  Score: Raw -601491.990666 + Penalty 2807.232787 = -598684.757879
  nChanged 192
		SP:Iteration 9Q (8314.530000 sec): 3 clusters
  Score: Raw -601591.420563 + Penalty 2807.232787 = -598784.187776
  nChanged 158
		SP:Iteration 10Q (8314.670000 sec): 3 clusters
  Score: Raw -601675.270629 + Penalty 2807.232787 = -598868.037842
  nChanged 127
		SP:Iteration 11Q (8314.910000 sec): 3 clusters
  Score: Raw -601737.361686 + Penalty 2807.232787 = -598930.128899
  nChanged 114
		SP:Iteration 12Q (8315.060000 sec): 3 clusters
  Score: Raw -601786.120221 + Penalty 2807.232787 = -598978.887435
  nChanged 94
		SP:Iteration 13Q (8315.290000 sec): 3 clusters
  Score: Raw -601831.783823 + Penalty 2807.232787 = -599024.551036
  nChanged 87
		SP:Iteration 14Q (8315.480000 sec): 3 clusters
  Score: Raw -601874.967765 + Penalty 2807.232787 = -599067.734978
  nChanged 80
		SP:Iteration 15Q (8315.680000 sec): 3 clusters
  Score: Raw -601915.649540 + Penalty 2807.232787 = -599108.416753
  nChanged 83
		SP:Iteration 16Q (8315.920000 sec): 3 clusters
  Score: Raw -601956.755135 + Penalty 2807.232787 = -599149.522348
  nChanged 72
		SP:Iteration 17Q (8316.060000 sec): 3 clusters
  Score: Raw -601992.114665 + Penalty 2807.232787 = -599184.881879
  nChanged 82
		SP:Iteration 18Q (8316.260000 sec): 3 clusters
  Score: Raw -602031.758107 + Penalty 2807.232787 = -599224.525320
  nChanged 76
		SP:Iteration 19Q (8316.410000 sec): 3 clusters
  Score: Raw -602068.793877 + Penalty 2807.232787 = -599261.561090
  nChanged 63
		SP:Iteration 20F (8316.590000 sec): 3 clusters
  Score: Raw -602091.269915 + Penalty 2807.232787 = -599284.037128
  nChanged 44
		SP:Iteration 21Q (8316.800000 sec): 3 clusters
  Score: Raw -602106.688566 + Penalty 2807.232787 = -599299.455779
  nChanged 40
		SP:Iteration 22Q (8316.980000 sec): 3 clusters
  Score: Raw -602118.825156 + Penalty 2807.232787 = -599311.592369
  nChanged 37
		SP:Iteration 23Q (8317.150000 sec): 3 clusters
  Score: Raw -602129.639886 + Penalty 2807.232787 = -599322.407100
  nChanged 28
		SP:Iteration 24Q (8317.340000 sec): 3 clusters
  Score: Raw -602136.557020 + Penalty 2807.232787 = -599329.324233
  nChanged 24
		SP:Iteration 25Q (8317.510000 sec): 3 clusters
  Score: Raw -602142.056137 + Penalty 2807.232787 = -599334.823350
  nChanged 16
		SP:Iteration 26Q (8317.750000 sec): 3 clusters
  Score: Raw -602147.720012 + Penalty 2807.232787 = -599340.487225
  nChanged 18
		SP:Iteration 27Q (8317.910000 sec): 3 clusters
  Score: Raw -602151.626481 + Penalty 2807.232787 = -599344.393694
  nChanged 7
		SP:Iteration 28Q (8318.130000 sec): 3 clusters
  Score: Raw -602152.368973 + Penalty 2807.232787 = -599345.136186
  nChanged 2
		SP:Iteration 29Q (8318.330000 sec): 3 clusters
  Score: Raw -602152.761595 + Penalty 2807.232787 = -599345.528808
  nChanged 2
		SP:Iteration 30Q (8318.530000 sec): 3 clusters
  Score: Raw -602153.091746 + Penalty 2807.232787 = -599345.858959
  nChanged 1
		SP:Iteration 31Q (8318.700000 sec): 3 clusters
  Score: Raw -602153.246613 + Penalty 2807.232787 = -599346.013826
  nChanged 0
		SP:Iteration 32F (8318.890000 sec): 3 clusters
  Score: Raw -602153.246613 + Penalty 2807.232787 = -599346.013826
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8319.030000 sec): 2 clusters
  Score: Raw -979801.479190 + Penalty 1488.447749 = -978313.031440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8319.250000 sec): 3 clusters
  Score: Raw -974487.850098 + Penalty 2976.895499 = -971510.954600
  nChanged 4065
		SP:Iteration 1F (8319.450000 sec): 3 clusters
  Score: Raw -977050.258255 + Penalty 2976.895499 = -974073.362756
  nChanged 768
		SP:Iteration 2F (8319.680000 sec): 3 clusters
  Score: Raw -977668.324632 + Penalty 2976.895499 = -974691.429133
  nChanged 717
		SP:Iteration 3F (8319.810000 sec): 3 clusters
  Score: Raw -978237.805199 + Penalty 2976.895499 = -975260.909700
  nChanged 652
		SP:Iteration 4F (8320.010000 sec): 3 clusters
  Score: Raw -978707.126970 + Penalty 2976.895499 = -975730.231472
  nChanged 568
		SP:Iteration 5F (8320.230000 sec): 3 clusters
  Score: Raw -979087.687297 + Penalty 2976.895499 = -976110.791798
  nChanged 460
		SP:Iteration 6Q (8320.510000 sec): 3 clusters
  Score: Raw -979378.731203 + Penalty 2976.895499 = -976401.835705
  nChanged 374
		SP:Iteration 7Q (8320.690000 sec): 3 clusters
  Score: Raw -979585.050830 + Penalty 2976.895499 = -976608.155331
  nChanged 290
		SP:Iteration 8Q (8320.900000 sec): 3 clusters
  Score: Raw -979723.576449 + Penalty 2976.895499 = -976746.680950
  nChanged 238
		SP:Iteration 9Q (8321.090000 sec): 3 clusters
  Score: Raw -979834.827189 + Penalty 2976.895499 = -976857.931690
  nChanged 230
		SP:Iteration 10Q (8321.310000 sec): 3 clusters
  Score: Raw -979955.844987 + Penalty 2976.895499 = -976978.949489
  nChanged 208
		SP:Iteration 11Q (8321.520000 sec): 3 clusters
  Score: Raw -980059.585074 + Penalty 2976.895499 = -977082.689576
  nChanged 165
		SP:Iteration 12Q (8321.730000 sec): 3 clusters
  Score: Raw -980134.805453 + Penalty 2976.895499 = -977157.909954
  nChanged 138
		SP:Iteration 13Q (8321.950000 sec): 3 clusters
  Score: Raw -980185.832167 + Penalty 2976.895499 = -977208.936668
  nChanged 119
		SP:Iteration 14Q (8322.160000 sec): 3 clusters
  Score: Raw -980228.125998 + Penalty 2976.895499 = -977251.230499
  nChanged 119
		SP:Iteration 15Q (8322.390000 sec): 3 clusters
  Score: Raw -980272.565440 + Penalty 2976.895499 = -977295.669942
  nChanged 115
		SP:Iteration 16Q (8322.600000 sec): 3 clusters
  Score: Raw -980305.502335 + Penalty 2976.895499 = -977328.606836
  nChanged 84
		SP:Iteration 17Q (8322.780000 sec): 3 clusters
  Score: Raw -980332.514153 + Penalty 2976.895499 = -977355.618654
  nChanged 79
		SP:Iteration 18Q (8322.940000 sec): 3 clusters
  Score: Raw -980356.658924 + Penalty 2976.895499 = -977379.763426
  nChanged 75
		SP:Iteration 19Q (8323.150000 sec): 3 clusters
  Score: Raw -980383.181847 + Penalty 2976.895499 = -977406.286348
  nChanged 78
		SP:Iteration 20F (8323.450000 sec): 3 clusters
  Score: Raw -980409.947074 + Penalty 2976.895499 = -977433.051575
  nChanged 65
		SP:Iteration 21Q (8323.670000 sec): 3 clusters
  Score: Raw -980429.672269 + Penalty 2976.895499 = -977452.776771
  nChanged 62
		SP:Iteration 22Q (8323.920000 sec): 3 clusters
  Score: Raw -980447.393259 + Penalty 2976.895499 = -977470.497761
  nChanged 56
		SP:Iteration 23Q (8324.110000 sec): 3 clusters
  Score: Raw -980463.215100 + Penalty 2976.895499 = -977486.319602
  nChanged 60
		SP:Iteration 24Q (8324.370000 sec): 3 clusters
  Score: Raw -980480.598199 + Penalty 2976.895499 = -977503.702700
  nChanged 53
		SP:Iteration 25Q (8324.580000 sec): 3 clusters
  Score: Raw -980493.733081 + Penalty 2976.895499 = -977516.837583
  nChanged 44
		SP:Iteration 26Q (8324.840000 sec): 3 clusters
  Score: Raw -980504.748867 + Penalty 2976.895499 = -977527.853368
  nChanged 34
		SP:Iteration 27Q (8325.050000 sec): 3 clusters
  Score: Raw -980512.613350 + Penalty 2976.895499 = -977535.717852
  nChanged 39
		SP:Iteration 28Q (8325.220000 sec): 3 clusters
  Score: Raw -980520.581913 + Penalty 2976.895499 = -977543.686415
  nChanged 34
		SP:Iteration 29Q (8325.410000 sec): 3 clusters
  Score: Raw -980527.835478 + Penalty 2976.895499 = -977550.939980
  nChanged 26
		SP:Iteration 30Q (8325.640000 sec): 3 clusters
  Score: Raw -980531.582822 + Penalty 2976.895499 = -977554.687323
  nChanged 22
		SP:Iteration 31Q (8325.820000 sec): 3 clusters
  Score: Raw -980535.129044 + Penalty 2976.895499 = -977558.233546
  nChanged 14
		SP:Iteration 32Q (8326.040000 sec): 3 clusters
  Score: Raw -980537.145910 + Penalty 2976.895499 = -977560.250412
  nChanged 9
		SP:Iteration 33Q (8326.240000 sec): 3 clusters
  Score: Raw -980538.384732 + Penalty 2976.895499 = -977561.489234
  nChanged 7
		SP:Iteration 34Q (8326.440000 sec): 3 clusters
  Score: Raw -980539.382379 + Penalty 2976.895499 = -977562.486881
  nChanged 11
		SP:Iteration 35Q (8326.650000 sec): 3 clusters
  Score: Raw -980540.925472 + Penalty 2976.895499 = -977564.029974
  nChanged 5
		SP:Iteration 36Q (8326.800000 sec): 3 clusters
  Score: Raw -980541.794762 + Penalty 2976.895499 = -977564.899264
  nChanged 12
		SP:Iteration 37Q (8327.000000 sec): 3 clusters
  Score: Raw -980543.908436 + Penalty 2976.895499 = -977567.012937
  nChanged 18
		SP:Iteration 38Q (8327.220000 sec): 3 clusters
  Score: Raw -980546.813568 + Penalty 2976.895499 = -977569.918069
  nChanged 19
		SP:Iteration 39Q (8327.390000 sec): 3 clusters
  Score: Raw -980549.277706 + Penalty 2976.895499 = -977572.382207
  nChanged 13
		SP:Iteration 40F (8327.600000 sec): 3 clusters
  Score: Raw -980550.670195 + Penalty 2976.895499 = -977573.774697
  nChanged 10
		SP:Iteration 41Q (8327.810000 sec): 3 clusters
  Score: Raw -980552.139814 + Penalty 2976.895499 = -977575.244316
  nChanged 10
		SP:Iteration 42Q (8328.010000 sec): 3 clusters
  Score: Raw -980553.014169 + Penalty 2976.895499 = -977576.118670
  nChanged 4
		SP:Iteration 43Q (8328.210000 sec): 3 clusters
  Score: Raw -980553.712288 + Penalty 2976.895499 = -977576.816789
  nChanged 4
		SP:Iteration 44Q (8328.410000 sec): 3 clusters
  Score: Raw -980554.152647 + Penalty 2976.895499 = -977577.257149
  nChanged 2
		SP:Iteration 45Q (8328.620000 sec): 3 clusters
  Score: Raw -980554.316862 + Penalty 2976.895499 = -977577.421363
  nChanged 3
		SP:Iteration 46Q (8328.830000 sec): 3 clusters
  Score: Raw -980554.594841 + Penalty 2976.895499 = -977577.699342
  nChanged 3
		SP:Iteration 47Q (8329.050000 sec): 3 clusters
  Score: Raw -980554.793386 + Penalty 2976.895499 = -977577.897887
  nChanged 1
		SP:Iteration 48Q (8329.250000 sec): 3 clusters
  Score: Raw -980554.867728 + Penalty 2976.895499 = -977577.972230
  nChanged 1
		SP:Iteration 49Q (8329.440000 sec): 3 clusters
  Score: Raw -980555.129540 + Penalty 2976.895499 = -977578.234041
  nChanged 1
		SP:Iteration 50Q (8329.630000 sec): 3 clusters
  Score: Raw -980555.189394 + Penalty 2976.895499 = -977578.293896
  nChanged 1
		SP:Iteration 51Q (8329.850000 sec): 3 clusters
  Score: Raw -980555.247125 + Penalty 2976.895499 = -977578.351626
  nChanged 0
		SP:Iteration 52F (8330.070000 sec): 3 clusters
  Score: Raw -980555.247125 + Penalty 2976.895499 = -977578.351626
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8330.170000 sec): 2 clusters
  Score: Raw -823938.386336 + Penalty 1451.205305 = -822487.181031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8330.330000 sec): 3 clusters
  Score: Raw -819812.907554 + Penalty 2902.410610 = -816910.496944
  nChanged 3171
		SP:Iteration 1F (8330.550000 sec): 3 clusters
  Score: Raw -821628.617155 + Penalty 2902.410610 = -818726.206545
  nChanged 561
		SP:Iteration 2F (8330.740000 sec): 3 clusters
  Score: Raw -821911.906610 + Penalty 2902.410610 = -819009.496000
  nChanged 452
		SP:Iteration 3F (8330.940000 sec): 3 clusters
  Score: Raw -822139.902531 + Penalty 2902.410610 = -819237.491920
  nChanged 362
		SP:Iteration 4Q (8331.150000 sec): 3 clusters
  Score: Raw -822313.935203 + Penalty 2902.410610 = -819411.524593
  nChanged 303
		SP:Iteration 5Q (8331.360000 sec): 3 clusters
  Score: Raw -822472.787717 + Penalty 2902.410610 = -819570.377107
  nChanged 289
		SP:Iteration 6Q (8331.610000 sec): 3 clusters
  Score: Raw -822629.811059 + Penalty 2902.410610 = -819727.400449
  nChanged 288
		SP:Iteration 7Q (8331.820000 sec): 3 clusters
  Score: Raw -822767.052136 + Penalty 2902.410610 = -819864.641526
  nChanged 245
		SP:Iteration 8Q (8331.990000 sec): 3 clusters
  Score: Raw -822886.117998 + Penalty 2902.410610 = -819983.707387
  nChanged 238
		SP:Iteration 9Q (8332.140000 sec): 3 clusters
  Score: Raw -823000.064114 + Penalty 2902.410610 = -820097.653504
  nChanged 234
		SP:Iteration 10Q (8332.340000 sec): 3 clusters
  Score: Raw -823127.906960 + Penalty 2902.410610 = -820225.496350
  nChanged 226
		SP:Iteration 11Q (8332.530000 sec): 3 clusters
  Score: Raw -823243.563932 + Penalty 2902.410610 = -820341.153322
  nChanged 193
		SP:Iteration 12Q (8332.750000 sec): 3 clusters
  Score: Raw -823345.244260 + Penalty 2902.410610 = -820442.833650
  nChanged 206
		SP:Iteration 13Q (8332.950000 sec): 3 clusters
  Score: Raw -823451.751124 + Penalty 2902.410610 = -820549.340514
  nChanged 181
		SP:Iteration 14Q (8333.150000 sec): 3 clusters
  Score: Raw -823536.872850 + Penalty 2902.410610 = -820634.462239
  nChanged 161
		SP:Iteration 15Q (8333.400000 sec): 3 clusters
  Score: Raw -823617.531176 + Penalty 2902.410610 = -820715.120566
  nChanged 160
		SP:Iteration 16Q (8333.570000 sec): 3 clusters
  Score: Raw -823683.624822 + Penalty 2902.410610 = -820781.214212
  nChanged 128
		SP:Iteration 17Q (8333.790000 sec): 3 clusters
  Score: Raw -823731.907515 + Penalty 2902.410610 = -820829.496905
  nChanged 98
		SP:Iteration 18Q (8334.010000 sec): 3 clusters
  Score: Raw -823772.657747 + Penalty 2902.410610 = -820870.247137
  nChanged 83
		SP:Iteration 19Q (8334.230000 sec): 3 clusters
  Score: Raw -823806.092095 + Penalty 2902.410610 = -820903.681485
  nChanged 84
		SP:Iteration 20F (8334.460000 sec): 3 clusters
  Score: Raw -823834.302726 + Penalty 2902.410610 = -820931.892115
  nChanged 75
		SP:Iteration 21Q (8334.710000 sec): 3 clusters
  Score: Raw -823860.480669 + Penalty 2902.410610 = -820958.070058
  nChanged 75
		SP:Iteration 22Q (8334.900000 sec): 3 clusters
  Score: Raw -823889.088879 + Penalty 2902.410610 = -820986.678269
  nChanged 81
		SP:Iteration 23Q (8335.070000 sec): 3 clusters
  Score: Raw -823920.014716 + Penalty 2902.410610 = -821017.604106
  nChanged 76
		SP:Iteration 24Q (8335.270000 sec): 3 clusters
  Score: Raw -823946.126336 + Penalty 2902.410610 = -821043.715725
  nChanged 73
		SP:Iteration 25Q (8335.470000 sec): 3 clusters
  Score: Raw -823971.527663 + Penalty 2902.410610 = -821069.117052
  nChanged 69
		SP:Iteration 26Q (8335.640000 sec): 3 clusters
  Score: Raw -823995.841277 + Penalty 2902.410610 = -821093.430667
  nChanged 65
		SP:Iteration 27Q (8335.860000 sec): 3 clusters
  Score: Raw -824023.454681 + Penalty 2902.410610 = -821121.044070
  nChanged 68
		SP:Iteration 28Q (8336.040000 sec): 3 clusters
  Score: Raw -824057.614551 + Penalty 2902.410610 = -821155.203941
  nChanged 79
		SP:Iteration 29Q (8336.250000 sec): 3 clusters
  Score: Raw -824100.110229 + Penalty 2902.410610 = -821197.699619
  nChanged 81
		SP:Iteration 30Q (8336.390000 sec): 3 clusters
  Score: Raw -824149.696283 + Penalty 2902.410610 = -821247.285673
  nChanged 91
		SP:Iteration 31Q (8336.650000 sec): 3 clusters
  Score: Raw -824202.275948 + Penalty 2902.410610 = -821299.865337
  nChanged 83
		SP:Iteration 32Q (8336.830000 sec): 3 clusters
  Score: Raw -824241.509513 + Penalty 2902.410610 = -821339.098903
  nChanged 56
		SP:Iteration 33Q (8337.020000 sec): 3 clusters
  Score: Raw -824260.950814 + Penalty 2902.410610 = -821358.540203
  nChanged 58
		SP:Iteration 34Q (8337.230000 sec): 3 clusters
  Score: Raw -824280.226606 + Penalty 2902.410610 = -821377.815996
  nChanged 41
		SP:Iteration 35Q (8337.390000 sec): 3 clusters
  Score: Raw -824293.814927 + Penalty 2902.410610 = -821391.404316
  nChanged 39
		SP:Iteration 36Q (8337.640000 sec): 3 clusters
  Score: Raw -824306.762205 + Penalty 2902.410610 = -821404.351595
  nChanged 32
		SP:Iteration 37Q (8337.840000 sec): 3 clusters
  Score: Raw -824317.294595 + Penalty 2902.410610 = -821414.883984
  nChanged 32
		SP:Iteration 38Q (8338.030000 sec): 3 clusters
  Score: Raw -824324.704613 + Penalty 2902.410610 = -821422.294003
  nChanged 14
		SP:Iteration 39Q (8338.240000 sec): 3 clusters
  Score: Raw -824328.425626 + Penalty 2902.410610 = -821426.015015
  nChanged 13
		SP:Iteration 40F (8338.490000 sec): 3 clusters
  Score: Raw -824330.992299 + Penalty 2902.410610 = -821428.581689
  nChanged 13
		SP:Iteration 41Q (8338.690000 sec): 3 clusters
  Score: Raw -824333.072073 + Penalty 2902.410610 = -821430.661463
  nChanged 8
		SP:Iteration 42Q (8338.880000 sec): 3 clusters
  Score: Raw -824334.825780 + Penalty 2902.410610 = -821432.415170
  nChanged 6
		SP:Iteration 43Q (8339.100000 sec): 3 clusters
  Score: Raw -824335.498343 + Penalty 2902.410610 = -821433.087733
  nChanged 3
		SP:Iteration 44Q (8339.290000 sec): 3 clusters
  Score: Raw -824335.668069 + Penalty 2902.410610 = -821433.257459
  nChanged 3
		SP:Iteration 45Q (8339.510000 sec): 3 clusters
  Score: Raw -824336.278178 + Penalty 2902.410610 = -821433.867568
  nChanged 4
		SP:Iteration 46Q (8339.670000 sec): 3 clusters
  Score: Raw -824336.940090 + Penalty 2902.410610 = -821434.529480
  nChanged 6
		SP:Iteration 47Q (8339.900000 sec): 3 clusters
  Score: Raw -824337.613049 + Penalty 2902.410610 = -821435.202439
  nChanged 3
		SP:Iteration 48Q (8340.110000 sec): 3 clusters
  Score: Raw -824338.163075 + Penalty 2902.410610 = -821435.752464
  nChanged 4
		SP:Iteration 49Q (8340.320000 sec): 3 clusters
  Score: Raw -824338.829016 + Penalty 2902.410610 = -821436.418406
  nChanged 4
		SP:Iteration 50Q (8340.530000 sec): 3 clusters
  Score: Raw -824339.696112 + Penalty 2902.410610 = -821437.285502
  nChanged 7
		SP:Iteration 51Q (8340.700000 sec): 3 clusters
  Score: Raw -824341.043316 + Penalty 2902.410610 = -821438.632706
  nChanged 7
		SP:Iteration 52Q (8340.920000 sec): 3 clusters
  Score: Raw -824342.438400 + Penalty 2902.410610 = -821440.027790
  nChanged 6
		SP:Iteration 53Q (8341.170000 sec): 3 clusters
  Score: Raw -824343.232693 + Penalty 2902.410610 = -821440.822082
  nChanged 2
		SP:Iteration 54Q (8341.380000 sec): 3 clusters
  Score: Raw -824343.427846 + Penalty 2902.410610 = -821441.017236
  nChanged 1
		SP:Iteration 55Q (8341.580000 sec): 3 clusters
  Score: Raw -824343.573298 + Penalty 2902.410610 = -821441.162688
  nChanged 0
		SP:Iteration 56F (8341.730000 sec): 3 clusters
  Score: Raw -824343.573298 + Penalty 2902.410610 = -821441.162688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8341.830000 sec): 2 clusters
  Score: Raw -366226.098782 + Penalty 1318.383154 = -364907.715628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8342.010000 sec): 3 clusters
  Score: Raw -364657.217735 + Penalty 2636.766309 = -362020.451426
  nChanged 1261
		SP:Iteration 1F (8342.180000 sec): 3 clusters
  Score: Raw -365500.213665 + Penalty 2636.766309 = -362863.447356
  nChanged 297
		SP:Iteration 2F (8342.400000 sec): 3 clusters
  Score: Raw -365752.260497 + Penalty 2636.766309 = -363115.494188
  nChanged 216
		SP:Iteration 3F (8342.540000 sec): 3 clusters
  Score: Raw -365942.979256 + Penalty 2636.766309 = -363306.212947
  nChanged 197
		SP:Iteration 4F (8342.750000 sec): 3 clusters
  Score: Raw -366128.751541 + Penalty 2636.766309 = -363491.985232
  nChanged 152
		SP:Iteration 5Q (8342.920000 sec): 3 clusters
  Score: Raw -366258.278897 + Penalty 2636.766309 = -363621.512588
  nChanged 149
		SP:Iteration 6Q (8343.100000 sec): 3 clusters
  Score: Raw -366410.992907 + Penalty 2636.766309 = -363774.226598
  nChanged 131
		SP:Iteration 7Q (8343.280000 sec): 3 clusters
  Score: Raw -366533.732971 + Penalty 2636.766309 = -363896.966662
  nChanged 104
		SP:Iteration 8Q (8343.440000 sec): 3 clusters
  Score: Raw -366613.159283 + Penalty 2636.766309 = -363976.392974
  nChanged 76
		SP:Iteration 9Q (8343.650000 sec): 3 clusters
  Score: Raw -366658.958969 + Penalty 2636.766309 = -364022.192660
  nChanged 66
		SP:Iteration 10Q (8343.810000 sec): 3 clusters
  Score: Raw -366697.544281 + Penalty 2636.766309 = -364060.777972
  nChanged 46
		SP:Iteration 11Q (8343.980000 sec): 3 clusters
  Score: Raw -366730.346336 + Penalty 2636.766309 = -364093.580027
  nChanged 40
		SP:Iteration 12Q (8344.190000 sec): 3 clusters
  Score: Raw -366750.024836 + Penalty 2636.766309 = -364113.258527
  nChanged 31
		SP:Iteration 13Q (8344.370000 sec): 3 clusters
  Score: Raw -366764.620334 + Penalty 2636.766309 = -364127.854026
  nChanged 23
		SP:Iteration 14Q (8344.540000 sec): 3 clusters
  Score: Raw -366775.511293 + Penalty 2636.766309 = -364138.744984
  nChanged 24
		SP:Iteration 15Q (8344.750000 sec): 3 clusters
  Score: Raw -366785.142809 + Penalty 2636.766309 = -364148.376500
  nChanged 16
		SP:Iteration 16Q (8344.940000 sec): 3 clusters
  Score: Raw -366791.884204 + Penalty 2636.766309 = -364155.117895
  nChanged 10
		SP:Iteration 17Q (8345.120000 sec): 3 clusters
  Score: Raw -366794.724011 + Penalty 2636.766309 = -364157.957702
  nChanged 7
		SP:Iteration 18Q (8345.350000 sec): 3 clusters
  Score: Raw -366798.160512 + Penalty 2636.766309 = -364161.394203
  nChanged 9
		SP:Iteration 19Q (8345.520000 sec): 3 clusters
  Score: Raw -366802.614848 + Penalty 2636.766309 = -364165.848539
  nChanged 9
		SP:Iteration 20F (8345.730000 sec): 3 clusters
  Score: Raw -366806.597554 + Penalty 2636.766309 = -364169.831245
  nChanged 7
		SP:Iteration 21Q (8345.870000 sec): 3 clusters
  Score: Raw -366809.046440 + Penalty 2636.766309 = -364172.280131
  nChanged 6
		SP:Iteration 22Q (8346.040000 sec): 3 clusters
  Score: Raw -366811.341066 + Penalty 2636.766309 = -364174.574757
  nChanged 6
		SP:Iteration 23Q (8346.230000 sec): 3 clusters
  Score: Raw -366813.343772 + Penalty 2636.766309 = -364176.577463
  nChanged 8
		SP:Iteration 24Q (8346.400000 sec): 3 clusters
  Score: Raw -366816.577707 + Penalty 2636.766309 = -364179.811399
  nChanged 6
		SP:Iteration 25Q (8346.550000 sec): 3 clusters
  Score: Raw -366820.052194 + Penalty 2636.766309 = -364183.285885
  nChanged 6
		SP:Iteration 26Q (8346.690000 sec): 3 clusters
  Score: Raw -366824.696315 + Penalty 2636.766309 = -364187.930006
  nChanged 10
		SP:Iteration 27Q (8346.830000 sec): 3 clusters
  Score: Raw -366830.235796 + Penalty 2636.766309 = -364193.469487
  nChanged 13
		SP:Iteration 28Q (8347.000000 sec): 3 clusters
  Score: Raw -366835.825635 + Penalty 2636.766309 = -364199.059326
  nChanged 8
		SP:Iteration 29Q (8347.110000 sec): 3 clusters
  Score: Raw -366838.548564 + Penalty 2636.766309 = -364201.782255
  nChanged 4
		SP:Iteration 30Q (8347.290000 sec): 3 clusters
  Score: Raw -366841.371003 + Penalty 2636.766309 = -364204.604694
  nChanged 10
		SP:Iteration 31Q (8347.440000 sec): 3 clusters
  Score: Raw -366847.842524 + Penalty 2636.766309 = -364211.076215
  nChanged 8
		SP:Iteration 32Q (8347.630000 sec): 3 clusters
  Score: Raw -366851.161715 + Penalty 2636.766309 = -364214.395406
  nChanged 7
		SP:Iteration 33Q (8347.770000 sec): 3 clusters
  Score: Raw -366855.201345 + Penalty 2636.766309 = -364218.435036
  nChanged 14
		SP:Iteration 34Q (8347.870000 sec): 3 clusters
  Score: Raw -366862.159477 + Penalty 2636.766309 = -364225.393168
  nChanged 8
		SP:Iteration 35Q (8347.960000 sec): 3 clusters
  Score: Raw -366868.266191 + Penalty 2636.766309 = -364231.499882
  nChanged 10
		SP:Iteration 36Q (8348.120000 sec): 3 clusters
  Score: Raw -366874.451312 + Penalty 2636.766309 = -364237.685003
  nChanged 11
		SP:Iteration 37Q (8348.290000 sec): 3 clusters
  Score: Raw -366879.762897 + Penalty 2636.766309 = -364242.996588
  nChanged 10
		SP:Iteration 38Q (8348.510000 sec): 3 clusters
  Score: Raw -366885.462199 + Penalty 2636.766309 = -364248.695890
  nChanged 14
		SP:Iteration 39Q (8348.630000 sec): 3 clusters
  Score: Raw -366891.118469 + Penalty 2636.766309 = -364254.352160
  nChanged 9
		SP:Iteration 40F (8348.730000 sec): 3 clusters
  Score: Raw -366895.544200 + Penalty 2636.766309 = -364258.777891
  nChanged 8
		SP:Iteration 41Q (8348.830000 sec): 3 clusters
  Score: Raw -366898.862874 + Penalty 2636.766309 = -364262.096565
  nChanged 3
		SP:Iteration 42Q (8348.920000 sec): 3 clusters
  Score: Raw -366899.682015 + Penalty 2636.766309 = -364262.915706
  nChanged 3
		SP:Iteration 43Q (8349.030000 sec): 3 clusters
  Score: Raw -366900.602094 + Penalty 2636.766309 = -364263.835785
  nChanged 2
		SP:Iteration 44Q (8349.180000 sec): 3 clusters
  Score: Raw -366900.955732 + Penalty 2636.766309 = -364264.189423
  nChanged 1
		SP:Iteration 45Q (8349.280000 sec): 3 clusters
  Score: Raw -366901.083693 + Penalty 2636.766309 = -364264.317384
  nChanged 1
		SP:Iteration 46Q (8349.370000 sec): 3 clusters
  Score: Raw -366901.626628 + Penalty 2636.766309 = -364264.860319
  nChanged 2
		SP:Iteration 47Q (8349.470000 sec): 3 clusters
  Score: Raw -366902.357226 + Penalty 2636.766309 = -364265.590917
  nChanged 2
		SP:Iteration 48Q (8349.630000 sec): 3 clusters
  Score: Raw -366902.811060 + Penalty 2636.766309 = -364266.044751
  nChanged 1
		SP:Iteration 49Q (8349.790000 sec): 3 clusters
  Score: Raw -366903.323166 + Penalty 2636.766309 = -364266.556857
  nChanged 1
		SP:Iteration 50Q (8349.950000 sec): 3 clusters
  Score: Raw -366903.539636 + Penalty 2636.766309 = -364266.773327
  nChanged 2
		SP:Iteration 51Q (8350.130000 sec): 3 clusters
  Score: Raw -366904.547482 + Penalty 2636.766309 = -364267.781173
  nChanged 1
		SP:Iteration 52Q (8350.270000 sec): 3 clusters
  Score: Raw -366904.814305 + Penalty 2636.766309 = -364268.047996
  nChanged 1
		SP:Iteration 53Q (8350.450000 sec): 3 clusters
  Score: Raw -366905.082581 + Penalty 2636.766309 = -364268.316273
  nChanged 2
		SP:Iteration 54Q (8350.590000 sec): 3 clusters
  Score: Raw -366905.522358 + Penalty 2636.766309 = -364268.756049
  nChanged 0
		SP:Iteration 55F (8350.790000 sec): 3 clusters
  Score: Raw -366905.522358 + Penalty 2636.766309 = -364268.756049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (1201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8350.900000 sec): 2 clusters
  Score: Raw -106370.048523 + Penalty 1152.272846 = -105217.775677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8351.040000 sec): 3 clusters
  Score: Raw -106041.509147 + Penalty 2304.545692 = -103736.963455
  nChanged 415
		SP:Iteration 1F (8351.190000 sec): 3 clusters
  Score: Raw -106568.830994 + Penalty 2304.545692 = -104264.285302
  nChanged 135
		SP:Iteration 2F (8351.380000 sec): 3 clusters
  Score: Raw -106726.860276 + Penalty 2304.545692 = -104422.314583
  nChanged 78
		SP:Iteration 3F (8351.550000 sec): 3 clusters
  Score: Raw -106829.876925 + Penalty 2304.545692 = -104525.331233
  nChanged 64
		SP:Iteration 4F (8351.660000 sec): 3 clusters
  Score: Raw -106923.378011 + Penalty 2304.545692 = -104618.832319
  nChanged 34
		SP:Iteration 5Q (8351.830000 sec): 3 clusters
  Score: Raw -106969.492053 + Penalty 2304.545692 = -104664.946361
  nChanged 25
		SP:Iteration 6Q (8352.010000 sec): 3 clusters
  Score: Raw -106998.830265 + Penalty 2304.545692 = -104694.284573
  nChanged 21
		SP:Iteration 7Q (8352.180000 sec): 3 clusters
  Score: Raw -107018.170865 + Penalty 2304.545692 = -104713.625173
  nChanged 18
		SP:Iteration 8Q (8352.380000 sec): 3 clusters
  Score: Raw -107041.710356 + Penalty 2304.545692 = -104737.164664
  nChanged 13
		SP:Iteration 9Q (8352.510000 sec): 3 clusters
  Score: Raw -107048.612586 + Penalty 2304.545692 = -104744.066894
  nChanged 4
		SP:Iteration 10Q (8352.660000 sec): 3 clusters
  Score: Raw -107050.499651 + Penalty 2304.545692 = -104745.953959
  nChanged 2
		SP:Iteration 11Q (8352.810000 sec): 3 clusters
  Score: Raw -107051.988083 + Penalty 2304.545692 = -104747.442391
  nChanged 3
		SP:Iteration 12Q (8353.030000 sec): 3 clusters
  Score: Raw -107054.421966 + Penalty 2304.545692 = -104749.876274
  nChanged 3
		SP:Iteration 13Q (8353.180000 sec): 3 clusters
  Score: Raw -107056.225309 + Penalty 2304.545692 = -104751.679617
  nChanged 3
		SP:Iteration 14Q (8353.310000 sec): 3 clusters
  Score: Raw -107058.710718 + Penalty 2304.545692 = -104754.165026
  nChanged 3
		SP:Iteration 15Q (8353.450000 sec): 3 clusters
  Score: Raw -107064.252854 + Penalty 2304.545692 = -104759.707162
  nChanged 9
		SP:Iteration 16Q (8353.620000 sec): 3 clusters
  Score: Raw -107071.078943 + Penalty 2304.545692 = -104766.533250
  nChanged 3
		SP:Iteration 17Q (8353.830000 sec): 3 clusters
  Score: Raw -107074.836655 + Penalty 2304.545692 = -104770.290963
  nChanged 9
		SP:Iteration 18Q (8354.010000 sec): 3 clusters
  Score: Raw -107080.910321 + Penalty 2304.545692 = -104776.364629
  nChanged 6
		SP:Iteration 19Q (8354.170000 sec): 3 clusters
  Score: Raw -107083.893677 + Penalty 2304.545692 = -104779.347985
  nChanged 1
		SP:Iteration 20F (8354.290000 sec): 3 clusters
  Score: Raw -107084.204238 + Penalty 2304.545692 = -104779.658545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (231966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8355.420000 sec): 2 clusters
  Score: Raw -24646532.569333 + Penalty 2007.581239 = -24644524.988094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8356.790000 sec): 3 clusters
  Score: Raw -24492099.840498 + Penalty 4015.162479 = -24488084.678020
  nChanged 112901
		SP:Iteration 1F (8357.910000 sec): 3 clusters
  Score: Raw -24561608.400156 + Penalty 4015.162479 = -24557593.237677
  nChanged 10166
		SP:Iteration 2Q (8359.600000 sec): 3 clusters
  Score: Raw -24566312.873923 + Penalty 4015.162479 = -24562297.711444
  nChanged 12000
		SP:Iteration 3F (8361.090000 sec): 3 clusters
  Score: Raw -24572616.316720 + Penalty 4015.162479 = -24568601.154241
  nChanged 13489
		SP:Iteration 4F (8362.560000 sec): 3 clusters
  Score: Raw -24580312.550716 + Penalty 4015.162479 = -24576297.388237
  nChanged 14316
		SP:Iteration 5F (8364.080000 sec): 3 clusters
  Score: Raw -24588583.187361 + Penalty 4015.162479 = -24584568.024882
  nChanged 13989
		SP:Iteration 6F (8365.350000 sec): 3 clusters
  Score: Raw -24596398.727242 + Penalty 4015.162479 = -24592383.564764
  nChanged 12983
		SP:Iteration 7F (8366.960000 sec): 3 clusters
  Score: Raw -24603400.097851 + Penalty 4015.162479 = -24599384.935372
  nChanged 11127
		SP:Iteration 8Q (8368.410000 sec): 3 clusters
  Score: Raw -24609143.032634 + Penalty 4015.162479 = -24605127.870155
  nChanged 9372
		SP:Iteration 9Q (8369.870000 sec): 3 clusters
  Score: Raw -24613459.046457 + Penalty 4015.162479 = -24609443.883979
  nChanged 7445
		SP:Iteration 10Q (8371.320000 sec): 3 clusters
  Score: Raw -24616386.208441 + Penalty 4015.162479 = -24612371.045962
  nChanged 5704
		SP:Iteration 11Q (8372.810000 sec): 3 clusters
  Score: Raw -24618087.216749 + Penalty 4015.162479 = -24614072.054270
  nChanged 4090
		SP:Iteration 12Q (8374.240000 sec): 3 clusters
  Score: Raw -24619002.717125 + Penalty 4015.162479 = -24614987.554646
  nChanged 3014
		SP:Iteration 13Q (8375.510000 sec): 3 clusters
  Score: Raw -24619521.771038 + Penalty 4015.162479 = -24615506.608560
  nChanged 2273
		SP:Iteration 14Q (8376.960000 sec): 3 clusters
  Score: Raw -24619859.515853 + Penalty 4015.162479 = -24615844.353374
  nChanged 1964
		SP:Iteration 15Q (8378.240000 sec): 3 clusters
  Score: Raw -24620126.227921 + Penalty 4015.162479 = -24616111.065443
  nChanged 1711
		SP:Iteration 16Q (8379.640000 sec): 3 clusters
  Score: Raw -24620349.065410 + Penalty 4015.162479 = -24616333.902931
  nChanged 1543
		SP:Iteration 17Q (8381.100000 sec): 3 clusters
  Score: Raw -24620542.534810 + Penalty 4015.162479 = -24616527.372331
  nChanged 1461
		SP:Iteration 18Q (8382.400000 sec): 3 clusters
  Score: Raw -24620722.813527 + Penalty 4015.162479 = -24616707.651048
  nChanged 1430
		SP:Iteration 19Q (8383.690000 sec): 3 clusters
  Score: Raw -24620907.217164 + Penalty 4015.162479 = -24616892.054686
  nChanged 1438
		SP:Iteration 20F (8384.940000 sec): 3 clusters
  Score: Raw -24621093.119248 + Penalty 4015.162479 = -24617077.956769
  nChanged 1434
		SP:Iteration 21Q (8386.410000 sec): 3 clusters
  Score: Raw -24621286.309525 + Penalty 4015.162479 = -24617271.147046
  nChanged 1544
		SP:Iteration 22Q (8387.870000 sec): 3 clusters
  Score: Raw -24621502.524168 + Penalty 4015.162479 = -24617487.361689
  nChanged 1639
		SP:Iteration 23Q (8389.270000 sec): 3 clusters
  Score: Raw -24621734.513115 + Penalty 4015.162479 = -24617719.350637
  nChanged 1716
		SP:Iteration 24Q (8390.580000 sec): 3 clusters
  Score: Raw -24621994.027041 + Penalty 4015.162479 = -24617978.864562
  nChanged 1813
		SP:Iteration 25Q (8391.990000 sec): 3 clusters
  Score: Raw -24622278.471039 + Penalty 4015.162479 = -24618263.308560
  nChanged 1931
		SP:Iteration 26Q (8393.280000 sec): 3 clusters
  Score: Raw -24622593.312104 + Penalty 4015.162479 = -24618578.149625
  nChanged 2064
		SP:Iteration 27Q (8394.410000 sec): 3 clusters
  Score: Raw -24622948.733112 + Penalty 4015.162479 = -24618933.570633
  nChanged 2261
		SP:Iteration 28Q (8395.490000 sec): 3 clusters
  Score: Raw -24623378.171179 + Penalty 4015.162479 = -24619363.008700
  nChanged 2434
		SP:Iteration 29Q (8396.640000 sec): 3 clusters
  Score: Raw -24623870.357919 + Penalty 4015.162479 = -24619855.195441
  nChanged 2549
		SP:Iteration 30Q (8397.890000 sec): 3 clusters
  Score: Raw -24624417.127604 + Penalty 4015.162479 = -24620401.965125
  nChanged 2775
		SP:Iteration 31Q (8398.990000 sec): 3 clusters
  Score: Raw -24625061.943890 + Penalty 4015.162479 = -24621046.781411
  nChanged 2949
		SP:Iteration 32Q (8400.070000 sec): 3 clusters
  Score: Raw -24625812.094653 + Penalty 4015.162479 = -24621796.932175
  nChanged 3193
		SP:Iteration 33Q (8401.240000 sec): 3 clusters
  Score: Raw -24626698.873149 + Penalty 4015.162479 = -24622683.710670
  nChanged 3380
		SP:Iteration 34Q (8402.450000 sec): 3 clusters
  Score: Raw -24627744.206090 + Penalty 4015.162479 = -24623729.043612
  nChanged 3609
		SP:Iteration 35Q (8403.650000 sec): 3 clusters
  Score: Raw -24628954.422347 + Penalty 4015.162479 = -24624939.259868
  nChanged 3737
		SP:Iteration 36Q (8404.960000 sec): 3 clusters
  Score: Raw -24630303.145569 + Penalty 4015.162479 = -24626287.983091
  nChanged 3904
		SP:Iteration 37Q (8406.180000 sec): 3 clusters
  Score: Raw -24631827.278282 + Penalty 4015.162479 = -24627812.115803
  nChanged 4002
		SP:Iteration 38Q (8407.420000 sec): 3 clusters
  Score: Raw -24633517.341326 + Penalty 4015.162479 = -24629502.178847
  nChanged 4031
		SP:Iteration 39Q (8408.620000 sec): 3 clusters
  Score: Raw -24635351.673620 + Penalty 4015.162479 = -24631336.511141
  nChanged 3947
		SP:Iteration 40F (8409.800000 sec): 3 clusters
  Score: Raw -24637283.832998 + Penalty 4015.162479 = -24633268.670519
  nChanged 3798
		SP:Iteration 41Q (8410.810000 sec): 3 clusters
  Score: Raw -24639226.528764 + Penalty 4015.162479 = -24635211.366285
  nChanged 3403
		SP:Iteration 42Q (8411.840000 sec): 3 clusters
  Score: Raw -24640960.582676 + Penalty 4015.162479 = -24636945.420197
  nChanged 2979
		SP:Iteration 43Q (8413.020000 sec): 3 clusters
  Score: Raw -24642505.034416 + Penalty 4015.162479 = -24638489.871937
  nChanged 2494
		SP:Iteration 44Q (8414.110000 sec): 3 clusters
  Score: Raw -24643764.501556 + Penalty 4015.162479 = -24639749.339077
  nChanged 1998
		SP:Iteration 45Q (8415.270000 sec): 3 clusters
  Score: Raw -24644749.000544 + Penalty 4015.162479 = -24640733.838065
  nChanged 1585
		SP:Iteration 46Q (8416.480000 sec): 3 clusters
  Score: Raw -24645554.864759 + Penalty 4015.162479 = -24641539.702280
  nChanged 1266
		SP:Iteration 47Q (8417.490000 sec): 3 clusters
  Score: Raw -24646196.951291 + Penalty 4015.162479 = -24642181.788813
  nChanged 908
		SP:Iteration 48Q (8418.470000 sec): 3 clusters
  Score: Raw -24646678.282567 + Penalty 4015.162479 = -24642663.120088
  nChanged 662
		SP:Iteration 49Q (8419.560000 sec): 3 clusters
  Score: Raw -24647063.437443 + Penalty 4015.162479 = -24643048.274964
  nChanged 454
		SP:Iteration 50Q (8420.620000 sec): 3 clusters
  Score: Raw -24647346.998217 + Penalty 4015.162479 = -24643331.835738
  nChanged 353
		SP:Iteration 51Q (8421.710000 sec): 3 clusters
  Score: Raw -24647540.623615 + Penalty 4015.162479 = -24643525.461137
  nChanged 289
		SP:Iteration 52Q (8422.750000 sec): 3 clusters
  Score: Raw -24647661.308185 + Penalty 4015.162479 = -24643646.145706
  nChanged 194
		SP:Iteration 53Q (8423.860000 sec): 3 clusters
  Score: Raw -24647730.621061 + Penalty 4015.162479 = -24643715.458582
  nChanged 159
		SP:Iteration 54Q (8425.070000 sec): 3 clusters
  Score: Raw -24647779.183883 + Penalty 4015.162479 = -24643764.021405
  nChanged 133
		SP:Iteration 55Q (8426.230000 sec): 3 clusters
  Score: Raw -24647815.080903 + Penalty 4015.162479 = -24643799.918424
  nChanged 113
		SP:Iteration 56Q (8427.400000 sec): 3 clusters
  Score: Raw -24647839.976351 + Penalty 4015.162479 = -24643824.813872
  nChanged 83
		SP:Iteration 57Q (8428.640000 sec): 3 clusters
  Score: Raw -24647855.748747 + Penalty 4015.162479 = -24643840.586268
  nChanged 70
		SP:Iteration 58Q (8429.850000 sec): 3 clusters
  Score: Raw -24647870.040093 + Penalty 4015.162479 = -24643854.877614
  nChanged 70
		SP:Iteration 59Q (8431.020000 sec): 3 clusters
  Score: Raw -24647882.754609 + Penalty 4015.162479 = -24643867.592131
  nChanged 69
		SP:Iteration 60F (8432.330000 sec): 3 clusters
  Score: Raw -24647895.868558 + Penalty 4015.162479 = -24643880.706079
  nChanged 50
		SP:Iteration 61Q (8433.600000 sec): 3 clusters
  Score: Raw -24647905.032665 + Penalty 4015.162479 = -24643889.870186
  nChanged 47
		SP:Iteration 62Q (8434.650000 sec): 3 clusters
  Score: Raw -24647913.481512 + Penalty 4015.162479 = -24643898.319033
  nChanged 44
		SP:Iteration 63Q (8435.710000 sec): 3 clusters
  Score: Raw -24647921.135261 + Penalty 4015.162479 = -24643905.972782
  nChanged 35
		SP:Iteration 64Q (8436.890000 sec): 3 clusters
  Score: Raw -24647926.616493 + Penalty 4015.162479 = -24643911.454015
  nChanged 33
		SP:Iteration 65Q (8438.080000 sec): 3 clusters
  Score: Raw -24647930.870288 + Penalty 4015.162479 = -24643915.707810
  nChanged 27
		SP:Iteration 66Q (8439.150000 sec): 3 clusters
  Score: Raw -24647934.553862 + Penalty 4015.162479 = -24643919.391383
  nChanged 24
		SP:Iteration 67Q (8440.180000 sec): 3 clusters
  Score: Raw -24647938.244926 + Penalty 4015.162479 = -24643923.082447
  nChanged 12
		SP:Iteration 68Q (8441.200000 sec): 3 clusters
  Score: Raw -24647940.373126 + Penalty 4015.162479 = -24643925.210647
  nChanged 15
		SP:Iteration 69Q (8442.300000 sec): 3 clusters
  Score: Raw -24647942.701666 + Penalty 4015.162479 = -24643927.539187
  nChanged 20
		SP:Iteration 70Q (8443.460000 sec): 3 clusters
  Score: Raw -24647944.771796 + Penalty 4015.162479 = -24643929.609317
  nChanged 12
		SP:Iteration 71Q (8444.650000 sec): 3 clusters
  Score: Raw -24647946.095547 + Penalty 4015.162479 = -24643930.933069
  nChanged 9
		SP:Iteration 72Q (8445.800000 sec): 3 clusters
  Score: Raw -24647946.756823 + Penalty 4015.162479 = -24643931.594344
  nChanged 2
		SP:Iteration 73Q (8446.940000 sec): 3 clusters
  Score: Raw -24647946.892631 + Penalty 4015.162479 = -24643931.730153
  nChanged 3
		SP:Iteration 74Q (8447.990000 sec): 3 clusters
  Score: Raw -24647947.109798 + Penalty 4015.162479 = -24643931.947319
  nChanged 1
		SP:Iteration 75Q (8449.040000 sec): 3 clusters
  Score: Raw -24647947.139683 + Penalty 4015.162479 = -24643931.977205
  nChanged 0
		SP:Iteration 76F (8450.190000 sec): 3 clusters
  Score: Raw -24647947.139683 + Penalty 4015.162479 = -24643931.977205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (2338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8450.420000 sec): 2 clusters
  Score: Raw -238551.891425 + Penalty 1260.520811 = -237291.370615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8450.560000 sec): 3 clusters
  Score: Raw -237716.096665 + Penalty 2521.041621 = -235195.055044
  nChanged 911
		SP:Iteration 1F (8450.800000 sec): 3 clusters
  Score: Raw -239318.970768 + Penalty 2521.041621 = -236797.929147
  nChanged 358
		SP:Iteration 2F (8450.950000 sec): 3 clusters
  Score: Raw -239905.462689 + Penalty 2521.041621 = -237384.421068
  nChanged 204
		SP:Iteration 3F (8451.150000 sec): 3 clusters
  Score: Raw -240295.800439 + Penalty 2521.041621 = -237774.758817
  nChanged 112
		SP:Iteration 4Q (8451.350000 sec): 3 clusters
  Score: Raw -240467.932156 + Penalty 2521.041621 = -237946.890535
  nChanged 56
		SP:Iteration 5Q (8451.550000 sec): 3 clusters
  Score: Raw -240541.147730 + Penalty 2521.041621 = -238020.106108
  nChanged 30
		SP:Iteration 6Q (8451.750000 sec): 3 clusters
  Score: Raw -240582.860852 + Penalty 2521.041621 = -238061.819231
  nChanged 15
		SP:Iteration 7Q (8451.950000 sec): 3 clusters
  Score: Raw -240614.645130 + Penalty 2521.041621 = -238093.603509
  nChanged 13
		SP:Iteration 8Q (8452.110000 sec): 3 clusters
  Score: Raw -240636.022405 + Penalty 2521.041621 = -238114.980784
  nChanged 15
		SP:Iteration 9Q (8452.290000 sec): 3 clusters
  Score: Raw -240667.207392 + Penalty 2521.041621 = -238146.165771
  nChanged 9
		SP:Iteration 10Q (8452.480000 sec): 3 clusters
  Score: Raw -240678.256278 + Penalty 2521.041621 = -238157.214657
  nChanged 3
		SP:Iteration 11Q (8452.650000 sec): 3 clusters
  Score: Raw -240685.215148 + Penalty 2521.041621 = -238164.173527
  nChanged 3
		SP:Iteration 12Q (8452.820000 sec): 3 clusters
  Score: Raw -240687.637369 + Penalty 2521.041621 = -238166.595748
  nChanged 2
		SP:Iteration 13Q (8453.000000 sec): 3 clusters
  Score: Raw -240697.818842 + Penalty 2521.041621 = -238176.777221
  nChanged 3
		SP:Iteration 14Q (8453.240000 sec): 3 clusters
  Score: Raw -240703.140590 + Penalty 2521.041621 = -238182.098969
  nChanged 3
		SP:Iteration 15Q (8453.410000 sec): 3 clusters
  Score: Raw -240708.410549 + Penalty 2521.041621 = -238187.368927
  nChanged 4
		SP:Iteration 16Q (8453.580000 sec): 3 clusters
  Score: Raw -240714.763152 + Penalty 2521.041621 = -238193.721531
  nChanged 1
		SP:Iteration 17Q (8453.780000 sec): 3 clusters
  Score: Raw -240715.519061 + Penalty 2521.041621 = -238194.477440
  nChanged 1
		SP:Iteration 18Q (8453.970000 sec): 3 clusters
  Score: Raw -240716.260696 + Penalty 2521.041621 = -238195.219075
  nChanged 0
		SP:Iteration 19F (8454.150000 sec): 3 clusters
  Score: Raw -240716.260696 + Penalty 2521.041621 = -238195.219075
  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 9.11 GB.

 Trying to split cluster 29 (50631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8454.490000 sec): 2 clusters
  Score: Raw -5554645.115744 + Penalty 1760.251889 = -5552884.863855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8454.940000 sec): 3 clusters
  Score: Raw -5522452.168806 + Penalty 3520.503778 = -5518931.665028
  nChanged 23855
		SP:Iteration 1F (8455.360000 sec): 3 clusters
  Score: Raw -5536444.081984 + Penalty 3520.503778 = -5532923.578206
  nChanged 2519
		SP:Iteration 2Q (8455.790000 sec): 3 clusters
  Score: Raw -5537424.507530 + Penalty 3520.503778 = -5533904.003752
  nChanged 2616
		SP:Iteration 3F (8456.240000 sec): 3 clusters
  Score: Raw -5538561.223988 + Penalty 3520.503778 = -5535040.720211
  nChanged 2787
		SP:Iteration 4F (8456.670000 sec): 3 clusters
  Score: Raw -5539860.373091 + Penalty 3520.503778 = -5536339.869313
  nChanged 2865
		SP:Iteration 5F (8457.010000 sec): 3 clusters
  Score: Raw -5541244.247938 + Penalty 3520.503778 = -5537723.744161
  nChanged 2820
		SP:Iteration 6F (8457.400000 sec): 3 clusters
  Score: Raw -5542592.517162 + Penalty 3520.503778 = -5539072.013385
  nChanged 2556
		SP:Iteration 7F (8457.800000 sec): 3 clusters
  Score: Raw -5543632.074243 + Penalty 3520.503778 = -5540111.570465
  nChanged 2171
		SP:Iteration 8Q (8458.270000 sec): 3 clusters
  Score: Raw -5544411.981501 + Penalty 3520.503778 = -5540891.477723
  nChanged 1699
		SP:Iteration 9Q (8458.750000 sec): 3 clusters
  Score: Raw -5544927.599502 + Penalty 3520.503778 = -5541407.095725
  nChanged 1391
		SP:Iteration 10Q (8459.190000 sec): 3 clusters
  Score: Raw -5545308.397757 + Penalty 3520.503778 = -5541787.893979
  nChanged 1169
		SP:Iteration 11Q (8459.690000 sec): 3 clusters
  Score: Raw -5545600.872416 + Penalty 3520.503778 = -5542080.368638
  nChanged 1050
		SP:Iteration 12Q (8460.160000 sec): 3 clusters
  Score: Raw -5545883.968045 + Penalty 3520.503778 = -5542363.464268
  nChanged 1003
		SP:Iteration 13Q (8460.550000 sec): 3 clusters
  Score: Raw -5546203.910290 + Penalty 3520.503778 = -5542683.406512
  nChanged 1011
		SP:Iteration 14Q (8461.000000 sec): 3 clusters
  Score: Raw -5546611.066784 + Penalty 3520.503778 = -5543090.563006
  nChanged 1118
		SP:Iteration 15Q (8461.420000 sec): 3 clusters
  Score: Raw -5547177.391226 + Penalty 3520.503778 = -5543656.887449
  nChanged 1221
		SP:Iteration 16Q (8461.840000 sec): 3 clusters
  Score: Raw -5547883.414802 + Penalty 3520.503778 = -5544362.911025
  nChanged 1294
		SP:Iteration 17Q (8462.300000 sec): 3 clusters
  Score: Raw -5548606.432618 + Penalty 3520.503778 = -5545085.928840
  nChanged 1205
		SP:Iteration 18Q (8462.740000 sec): 3 clusters
  Score: Raw -5549257.794594 + Penalty 3520.503778 = -5545737.290816
  nChanged 1096
		SP:Iteration 19Q (8463.240000 sec): 3 clusters
  Score: Raw -5549762.822587 + Penalty 3520.503778 = -5546242.318809
  nChanged 972
		SP:Iteration 20F (8463.720000 sec): 3 clusters
  Score: Raw -5550170.922155 + Penalty 3520.503778 = -5546650.418377
  nChanged 930
		SP:Iteration 21Q (8464.160000 sec): 3 clusters
  Score: Raw -5550558.708910 + Penalty 3520.503778 = -5547038.205132
  nChanged 965
		SP:Iteration 22Q (8464.520000 sec): 3 clusters
  Score: Raw -5550944.215160 + Penalty 3520.503778 = -5547423.711382
  nChanged 905
		SP:Iteration 23Q (8464.870000 sec): 3 clusters
  Score: Raw -5551299.239509 + Penalty 3520.503778 = -5547778.735731
  nChanged 836
		SP:Iteration 24Q (8465.270000 sec): 3 clusters
  Score: Raw -5551632.084498 + Penalty 3520.503778 = -5548111.580720
  nChanged 803
		SP:Iteration 25Q (8465.630000 sec): 3 clusters
  Score: Raw -5551936.917159 + Penalty 3520.503778 = -5548416.413381
  nChanged 746
		SP:Iteration 26Q (8465.970000 sec): 3 clusters
  Score: Raw -5552214.314106 + Penalty 3520.503778 = -5548693.810329
  nChanged 733
		SP:Iteration 27Q (8466.330000 sec): 3 clusters
  Score: Raw -5552503.035713 + Penalty 3520.503778 = -5548982.531935
  nChanged 710
		SP:Iteration 28Q (8466.720000 sec): 3 clusters
  Score: Raw -5552787.556221 + Penalty 3520.503778 = -5549267.052443
  nChanged 636
		SP:Iteration 29Q (8467.070000 sec): 3 clusters
  Score: Raw -5553034.215502 + Penalty 3520.503778 = -5549513.711725
  nChanged 614
		SP:Iteration 30Q (8467.380000 sec): 3 clusters
  Score: Raw -5553283.127119 + Penalty 3520.503778 = -5549762.623341
  nChanged 597
		SP:Iteration 31Q (8467.740000 sec): 3 clusters
  Score: Raw -5553533.492572 + Penalty 3520.503778 = -5550012.988794
  nChanged 512
		SP:Iteration 32Q (8468.110000 sec): 3 clusters
  Score: Raw -5553757.122174 + Penalty 3520.503778 = -5550236.618397
  nChanged 453
		SP:Iteration 33Q (8468.410000 sec): 3 clusters
  Score: Raw -5553949.708009 + Penalty 3520.503778 = -5550429.204231
  nChanged 437
		SP:Iteration 34Q (8468.740000 sec): 3 clusters
  Score: Raw -5554139.129507 + Penalty 3520.503778 = -5550618.625729
  nChanged 405
		SP:Iteration 35Q (8469.070000 sec): 3 clusters
  Score: Raw -5554311.664990 + Penalty 3520.503778 = -5550791.161212
  nChanged 359
		SP:Iteration 36Q (8469.430000 sec): 3 clusters
  Score: Raw -5554470.020913 + Penalty 3520.503778 = -5550949.517136
  nChanged 330
		SP:Iteration 37Q (8469.810000 sec): 3 clusters
  Score: Raw -5554603.641136 + Penalty 3520.503778 = -5551083.137359
  nChanged 277
		SP:Iteration 38Q (8470.230000 sec): 3 clusters
  Score: Raw -5554705.342423 + Penalty 3520.503778 = -5551184.838645
  nChanged 260
		SP:Iteration 39Q (8470.590000 sec): 3 clusters
  Score: Raw -5554811.950595 + Penalty 3520.503778 = -5551291.446817
  nChanged 251
		SP:Iteration 40F (8471.000000 sec): 3 clusters
  Score: Raw -5554924.790031 + Penalty 3520.503778 = -5551404.286253
  nChanged 213
		SP:Iteration 41Q (8471.370000 sec): 3 clusters
  Score: Raw -5555013.877766 + Penalty 3520.503778 = -5551493.373988
  nChanged 157
		SP:Iteration 42Q (8471.750000 sec): 3 clusters
  Score: Raw -5555083.359504 + Penalty 3520.503778 = -5551562.855726
  nChanged 145
		SP:Iteration 43Q (8472.090000 sec): 3 clusters
  Score: Raw -5555150.382896 + Penalty 3520.503778 = -5551629.879118
  nChanged 125
		SP:Iteration 44Q (8472.490000 sec): 3 clusters
  Score: Raw -5555199.685391 + Penalty 3520.503778 = -5551679.181614
  nChanged 108
		SP:Iteration 45Q (8472.910000 sec): 3 clusters
  Score: Raw -5555239.141178 + Penalty 3520.503778 = -5551718.637400
  nChanged 104
		SP:Iteration 46Q (8473.260000 sec): 3 clusters
  Score: Raw -5555279.506338 + Penalty 3520.503778 = -5551759.002560
  nChanged 90
		SP:Iteration 47Q (8473.700000 sec): 3 clusters
  Score: Raw -5555306.039565 + Penalty 3520.503778 = -5551785.535788
  nChanged 64
		SP:Iteration 48Q (8474.070000 sec): 3 clusters
  Score: Raw -5555324.681467 + Penalty 3520.503778 = -5551804.177690
  nChanged 53
		SP:Iteration 49Q (8474.440000 sec): 3 clusters
  Score: Raw -5555339.595986 + Penalty 3520.503778 = -5551819.092209
  nChanged 47
		SP:Iteration 50Q (8474.900000 sec): 3 clusters
  Score: Raw -5555351.565455 + Penalty 3520.503778 = -5551831.061677
  nChanged 41
		SP:Iteration 51Q (8475.320000 sec): 3 clusters
  Score: Raw -5555359.408895 + Penalty 3520.503778 = -5551838.905117
  nChanged 24
		SP:Iteration 52Q (8475.750000 sec): 3 clusters
  Score: Raw -5555364.243706 + Penalty 3520.503778 = -5551843.739928
  nChanged 30
		SP:Iteration 53Q (8476.100000 sec): 3 clusters
  Score: Raw -5555370.207223 + Penalty 3520.503778 = -5551849.703445
  nChanged 27
		SP:Iteration 54Q (8476.450000 sec): 3 clusters
  Score: Raw -5555375.188009 + Penalty 3520.503778 = -5551854.684232
  nChanged 20
		SP:Iteration 55Q (8476.870000 sec): 3 clusters
  Score: Raw -5555380.090238 + Penalty 3520.503778 = -5551859.586460
  nChanged 27
		SP:Iteration 56Q (8477.240000 sec): 3 clusters
  Score: Raw -5555387.022528 + Penalty 3520.503778 = -5551866.518750
  nChanged 25
		SP:Iteration 57Q (8477.600000 sec): 3 clusters
  Score: Raw -5555392.261515 + Penalty 3520.503778 = -5551871.757737
  nChanged 16
		SP:Iteration 58Q (8478.000000 sec): 3 clusters
  Score: Raw -5555395.805907 + Penalty 3520.503778 = -5551875.302129
  nChanged 18
		SP:Iteration 59Q (8478.400000 sec): 3 clusters
  Score: Raw -5555399.269721 + Penalty 3520.503778 = -5551878.765944
  nChanged 11
		SP:Iteration 60F (8478.850000 sec): 3 clusters
  Score: Raw -5555401.234145 + Penalty 3520.503778 = -5551880.730367
  nChanged 7
		SP:Iteration 61Q (8479.240000 sec): 3 clusters
  Score: Raw -5555402.517288 + Penalty 3520.503778 = -5551882.013510
  nChanged 7
		SP:Iteration 62Q (8479.630000 sec): 3 clusters
  Score: Raw -5555403.670319 + Penalty 3520.503778 = -5551883.166541
  nChanged 8
		SP:Iteration 63Q (8480.080000 sec): 3 clusters
  Score: Raw -5555404.923186 + Penalty 3520.503778 = -5551884.419408
  nChanged 3
		SP:Iteration 64Q (8480.470000 sec): 3 clusters
  Score: Raw -5555405.424427 + Penalty 3520.503778 = -5551884.920649
  nChanged 3
		SP:Iteration 65Q (8480.930000 sec): 3 clusters
  Score: Raw -5555405.933827 + Penalty 3520.503778 = -5551885.430050
  nChanged 4
		SP:Iteration 66Q (8481.320000 sec): 3 clusters
  Score: Raw -5555407.004786 + Penalty 3520.503778 = -5551886.501008
  nChanged 6
		SP:Iteration 67Q (8481.710000 sec): 3 clusters
  Score: Raw -5555407.670384 + Penalty 3520.503778 = -5551887.166606
  nChanged 3
		SP:Iteration 68Q (8482.130000 sec): 3 clusters
  Score: Raw -5555407.988461 + Penalty 3520.503778 = -5551887.484683
  nChanged 0
		SP:Iteration 69F (8482.600000 sec): 3 clusters
  Score: Raw -5555407.988461 + Penalty 3520.503778 = -5551887.484683
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8482.720000 sec): 2 clusters
  Score: Raw -854109.327920 + Penalty 1455.197404 = -852654.130516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8482.930000 sec): 3 clusters
  Score: Raw -849917.306756 + Penalty 2910.394809 = -847006.911947
  nChanged 3263
		SP:Iteration 1F (8483.140000 sec): 3 clusters
  Score: Raw -851784.932375 + Penalty 2910.394809 = -848874.537566
  nChanged 589
		SP:Iteration 2F (8483.320000 sec): 3 clusters
  Score: Raw -852170.304698 + Penalty 2910.394809 = -849259.909889
  nChanged 567
		SP:Iteration 3F (8483.500000 sec): 3 clusters
  Score: Raw -852651.120366 + Penalty 2910.394809 = -849740.725557
  nChanged 594
		SP:Iteration 4F (8483.690000 sec): 3 clusters
  Score: Raw -853242.012895 + Penalty 2910.394809 = -850331.618086
  nChanged 556
		SP:Iteration 5F (8483.870000 sec): 3 clusters
  Score: Raw -853715.177934 + Penalty 2910.394809 = -850804.783125
  nChanged 440
		SP:Iteration 6F (8484.070000 sec): 3 clusters
  Score: Raw -854004.439955 + Penalty 2910.394809 = -851094.045146
  nChanged 302
		SP:Iteration 7Q (8484.300000 sec): 3 clusters
  Score: Raw -854146.392270 + Penalty 2910.394809 = -851235.997461
  nChanged 184
		SP:Iteration 8Q (8484.480000 sec): 3 clusters
  Score: Raw -854218.581229 + Penalty 2910.394809 = -851308.186420
  nChanged 125
		SP:Iteration 9Q (8484.700000 sec): 3 clusters
  Score: Raw -854254.220145 + Penalty 2910.394809 = -851343.825337
  nChanged 77
		SP:Iteration 10Q (8484.920000 sec): 3 clusters
  Score: Raw -854271.529530 + Penalty 2910.394809 = -851361.134721
  nChanged 46
		SP:Iteration 11Q (8485.120000 sec): 3 clusters
  Score: Raw -854283.061125 + Penalty 2910.394809 = -851372.666316
  nChanged 48
		SP:Iteration 12Q (8485.340000 sec): 3 clusters
  Score: Raw -854293.443024 + Penalty 2910.394809 = -851383.048215
  nChanged 41
		SP:Iteration 13Q (8485.570000 sec): 3 clusters
  Score: Raw -854301.998587 + Penalty 2910.394809 = -851391.603778
  nChanged 42
		SP:Iteration 14Q (8485.810000 sec): 3 clusters
  Score: Raw -854311.324037 + Penalty 2910.394809 = -851400.929228
  nChanged 27
		SP:Iteration 15Q (8486.040000 sec): 3 clusters
  Score: Raw -854316.281608 + Penalty 2910.394809 = -851405.886799
  nChanged 29
		SP:Iteration 16Q (8486.260000 sec): 3 clusters
  Score: Raw -854320.932230 + Penalty 2910.394809 = -851410.537421
  nChanged 25
		SP:Iteration 17Q (8486.450000 sec): 3 clusters
  Score: Raw -854325.083259 + Penalty 2910.394809 = -851414.688450
  nChanged 10
		SP:Iteration 18Q (8486.700000 sec): 3 clusters
  Score: Raw -854326.675371 + Penalty 2910.394809 = -851416.280562
  nChanged 13
		SP:Iteration 19Q (8486.880000 sec): 3 clusters
  Score: Raw -854328.937010 + Penalty 2910.394809 = -851418.542201
  nChanged 11
		SP:Iteration 20F (8487.080000 sec): 3 clusters
  Score: Raw -854330.739467 + Penalty 2910.394809 = -851420.344658
  nChanged 10
		SP:Iteration 21Q (8487.310000 sec): 3 clusters
  Score: Raw -854332.363276 + Penalty 2910.394809 = -851421.968467
  nChanged 7
		SP:Iteration 22Q (8487.560000 sec): 3 clusters
  Score: Raw -854333.220580 + Penalty 2910.394809 = -851422.825771
  nChanged 6
		SP:Iteration 23Q (8487.780000 sec): 3 clusters
  Score: Raw -854334.121013 + Penalty 2910.394809 = -851423.726204
  nChanged 6
		SP:Iteration 24Q (8488.000000 sec): 3 clusters
  Score: Raw -854335.130819 + Penalty 2910.394809 = -851424.736010
  nChanged 9
		SP:Iteration 25Q (8488.240000 sec): 3 clusters
  Score: Raw -854336.241687 + Penalty 2910.394809 = -851425.846878
  nChanged 5
		SP:Iteration 26Q (8488.480000 sec): 3 clusters
  Score: Raw -854336.864436 + Penalty 2910.394809 = -851426.469627
  nChanged 2
		SP:Iteration 27Q (8488.700000 sec): 3 clusters
  Score: Raw -854337.159120 + Penalty 2910.394809 = -851426.764311
  nChanged 3
		SP:Iteration 28Q (8488.900000 sec): 3 clusters
  Score: Raw -854337.393556 + Penalty 2910.394809 = -851426.998747
  nChanged 3
		SP:Iteration 29Q (8489.140000 sec): 3 clusters
  Score: Raw -854337.656233 + Penalty 2910.394809 = -851427.261424
  nChanged 0
		SP:Iteration 30F (8489.370000 sec): 3 clusters
  Score: Raw -854337.656233 + Penalty 2910.394809 = -851427.261424
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8489.530000 sec): 2 clusters
  Score: Raw -946477.583445 + Penalty 1467.377733 = -945010.205712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8489.700000 sec): 3 clusters
  Score: Raw -941863.249983 + Penalty 2934.755466 = -938928.494517
  nChanged 3509
		SP:Iteration 1F (8489.910000 sec): 3 clusters
  Score: Raw -943731.253098 + Penalty 2934.755466 = -940796.497632
  nChanged 528
		SP:Iteration 2F (8490.100000 sec): 3 clusters
  Score: Raw -943959.902122 + Penalty 2934.755466 = -941025.146657
  nChanged 415
		SP:Iteration 3Q (8490.320000 sec): 3 clusters
  Score: Raw -944124.195580 + Penalty 2934.755466 = -941189.440114
  nChanged 353
		SP:Iteration 4Q (8490.580000 sec): 3 clusters
  Score: Raw -944256.279839 + Penalty 2934.755466 = -941321.524373
  nChanged 277
		SP:Iteration 5Q (8490.790000 sec): 3 clusters
  Score: Raw -944361.587032 + Penalty 2934.755466 = -941426.831566
  nChanged 288
		SP:Iteration 6Q (8491.000000 sec): 3 clusters
  Score: Raw -944470.462919 + Penalty 2934.755466 = -941535.707453
  nChanged 273
		SP:Iteration 7Q (8491.200000 sec): 3 clusters
  Score: Raw -944588.720972 + Penalty 2934.755466 = -941653.965506
  nChanged 297
		SP:Iteration 8Q (8491.450000 sec): 3 clusters
  Score: Raw -944735.735293 + Penalty 2934.755466 = -941800.979828
  nChanged 337
		SP:Iteration 9Q (8491.650000 sec): 3 clusters
  Score: Raw -944923.846029 + Penalty 2934.755466 = -941989.090563
  nChanged 319
		SP:Iteration 10Q (8491.890000 sec): 3 clusters
  Score: Raw -945119.221320 + Penalty 2934.755466 = -942184.465854
  nChanged 327
		SP:Iteration 11Q (8492.120000 sec): 3 clusters
  Score: Raw -945327.972860 + Penalty 2934.755466 = -942393.217394
  nChanged 335
		SP:Iteration 12Q (8492.360000 sec): 3 clusters
  Score: Raw -945559.876170 + Penalty 2934.755466 = -942625.120705
  nChanged 322
		SP:Iteration 13Q (8492.580000 sec): 3 clusters
  Score: Raw -945793.862770 + Penalty 2934.755466 = -942859.107304
  nChanged 255
		SP:Iteration 14Q (8492.740000 sec): 3 clusters
  Score: Raw -945970.574842 + Penalty 2934.755466 = -943035.819376
  nChanged 209
		SP:Iteration 15Q (8492.920000 sec): 3 clusters
  Score: Raw -946118.231927 + Penalty 2934.755466 = -943183.476462
  nChanged 174
		SP:Iteration 16Q (8493.150000 sec): 3 clusters
  Score: Raw -946250.911042 + Penalty 2934.755466 = -943316.155576
  nChanged 133
		SP:Iteration 17Q (8493.380000 sec): 3 clusters
  Score: Raw -946338.506395 + Penalty 2934.755466 = -943403.750929
  nChanged 95
		SP:Iteration 18Q (8493.610000 sec): 3 clusters
  Score: Raw -946403.874615 + Penalty 2934.755466 = -943469.119149
  nChanged 77
		SP:Iteration 19Q (8493.850000 sec): 3 clusters
  Score: Raw -946458.225824 + Penalty 2934.755466 = -943523.470359
  nChanged 61
		SP:Iteration 20F (8494.040000 sec): 3 clusters
  Score: Raw -946496.431897 + Penalty 2934.755466 = -943561.676431
  nChanged 53
		SP:Iteration 21Q (8494.290000 sec): 3 clusters
  Score: Raw -946531.606320 + Penalty 2934.755466 = -943596.850854
  nChanged 43
		SP:Iteration 22Q (8494.480000 sec): 3 clusters
  Score: Raw -946558.307172 + Penalty 2934.755466 = -943623.551706
  nChanged 26
		SP:Iteration 23Q (8494.730000 sec): 3 clusters
  Score: Raw -946575.451338 + Penalty 2934.755466 = -943640.695872
  nChanged 18
		SP:Iteration 24Q (8494.980000 sec): 3 clusters
  Score: Raw -946586.336973 + Penalty 2934.755466 = -943651.581508
  nChanged 19
		SP:Iteration 25Q (8495.210000 sec): 3 clusters
  Score: Raw -946598.669755 + Penalty 2934.755466 = -943663.914289
  nChanged 17
		SP:Iteration 26Q (8495.390000 sec): 3 clusters
  Score: Raw -946614.065996 + Penalty 2934.755466 = -943679.310531
  nChanged 12
		SP:Iteration 27Q (8495.610000 sec): 3 clusters
  Score: Raw -946621.355159 + Penalty 2934.755466 = -943686.599693
  nChanged 11
		SP:Iteration 28Q (8495.840000 sec): 3 clusters
  Score: Raw -946628.730449 + Penalty 2934.755466 = -943693.974983
  nChanged 10
		SP:Iteration 29Q (8496.110000 sec): 3 clusters
  Score: Raw -946636.408541 + Penalty 2934.755466 = -943701.653076
  nChanged 10
		SP:Iteration 30Q (8496.330000 sec): 3 clusters
  Score: Raw -946643.499606 + Penalty 2934.755466 = -943708.744140
  nChanged 8
		SP:Iteration 31Q (8496.510000 sec): 3 clusters
  Score: Raw -946649.694160 + Penalty 2934.755466 = -943714.938694
  nChanged 11
		SP:Iteration 32Q (8496.740000 sec): 3 clusters
  Score: Raw -946658.376212 + Penalty 2934.755466 = -943723.620746
  nChanged 8
		SP:Iteration 33Q (8496.960000 sec): 3 clusters
  Score: Raw -946664.633976 + Penalty 2934.755466 = -943729.878510
  nChanged 6
		SP:Iteration 34Q (8497.180000 sec): 3 clusters
  Score: Raw -946670.125291 + Penalty 2934.755466 = -943735.369825
  nChanged 6
		SP:Iteration 35Q (8497.410000 sec): 3 clusters
  Score: Raw -946676.400227 + Penalty 2934.755466 = -943741.644761
  nChanged 5
		SP:Iteration 36Q (8497.600000 sec): 3 clusters
  Score: Raw -946679.366827 + Penalty 2934.755466 = -943744.611361
  nChanged 5
		SP:Iteration 37Q (8497.820000 sec): 3 clusters
  Score: Raw -946682.628206 + Penalty 2934.755466 = -943747.872740
  nChanged 1
		SP:Iteration 38Q (8498.070000 sec): 3 clusters
  Score: Raw -946683.476971 + Penalty 2934.755466 = -943748.721506
  nChanged 1
		SP:Iteration 39Q (8498.260000 sec): 3 clusters
  Score: Raw -946684.023572 + Penalty 2934.755466 = -943749.268106
  nChanged 2
		SP:Iteration 40F (8498.510000 sec): 3 clusters
  Score: Raw -946685.452337 + Penalty 2934.755466 = -943750.696871
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (30407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8498.740000 sec): 2 clusters
  Score: Raw -3337681.013253 + Penalty 1677.394570 = -3336003.618682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8499.110000 sec): 3 clusters
  Score: Raw -3318951.608009 + Penalty 3354.789140 = -3315596.818869
  nChanged 14019
		SP:Iteration 1F (8499.410000 sec): 3 clusters
  Score: Raw -3327413.287463 + Penalty 3354.789140 = -3324058.498323
  nChanged 1936
		SP:Iteration 2F (8499.780000 sec): 3 clusters
  Score: Raw -3328586.145529 + Penalty 3354.789140 = -3325231.356388
  nChanged 2083
		SP:Iteration 3F (8500.100000 sec): 3 clusters
  Score: Raw -3330118.727816 + Penalty 3354.789140 = -3326763.938676
  nChanged 2122
		SP:Iteration 4F (8500.430000 sec): 3 clusters
  Score: Raw -3331799.205199 + Penalty 3354.789140 = -3328444.416059
  nChanged 2158
		SP:Iteration 5F (8500.780000 sec): 3 clusters
  Score: Raw -3333452.507339 + Penalty 3354.789140 = -3330097.718199
  nChanged 1893
		SP:Iteration 6F (8501.080000 sec): 3 clusters
  Score: Raw -3334787.540920 + Penalty 3354.789140 = -3331432.751779
  nChanged 1559
		SP:Iteration 7F (8501.440000 sec): 3 clusters
  Score: Raw -3335819.689387 + Penalty 3354.789140 = -3332464.900246
  nChanged 1275
		SP:Iteration 8Q (8501.750000 sec): 3 clusters
  Score: Raw -3336499.205212 + Penalty 3354.789140 = -3333144.416072
  nChanged 904
		SP:Iteration 9Q (8502.080000 sec): 3 clusters
  Score: Raw -3336842.354167 + Penalty 3354.789140 = -3333487.565026
  nChanged 577
		SP:Iteration 10Q (8502.450000 sec): 3 clusters
  Score: Raw -3337012.943709 + Penalty 3354.789140 = -3333658.154569
  nChanged 416
		SP:Iteration 11Q (8502.740000 sec): 3 clusters
  Score: Raw -3337115.825261 + Penalty 3354.789140 = -3333761.036121
  nChanged 315
		SP:Iteration 12Q (8503.060000 sec): 3 clusters
  Score: Raw -3337179.715580 + Penalty 3354.789140 = -3333824.926439
  nChanged 266
		SP:Iteration 13Q (8503.330000 sec): 3 clusters
  Score: Raw -3337223.532257 + Penalty 3354.789140 = -3333868.743117
  nChanged 211
		SP:Iteration 14Q (8503.630000 sec): 3 clusters
  Score: Raw -3337255.762401 + Penalty 3354.789140 = -3333900.973261
  nChanged 184
		SP:Iteration 15Q (8503.930000 sec): 3 clusters
  Score: Raw -3337282.358091 + Penalty 3354.789140 = -3333927.568951
  nChanged 168
		SP:Iteration 16Q (8504.240000 sec): 3 clusters
  Score: Raw -3337306.474168 + Penalty 3354.789140 = -3333951.685027
  nChanged 162
		SP:Iteration 17Q (8504.550000 sec): 3 clusters
  Score: Raw -3337328.208499 + Penalty 3354.789140 = -3333973.419358
  nChanged 151
		SP:Iteration 18Q (8504.890000 sec): 3 clusters
  Score: Raw -3337348.987150 + Penalty 3354.789140 = -3333994.198009
  nChanged 136
		SP:Iteration 19Q (8505.230000 sec): 3 clusters
  Score: Raw -3337366.541629 + Penalty 3354.789140 = -3334011.752489
  nChanged 122
		SP:Iteration 20F (8505.540000 sec): 3 clusters
  Score: Raw -3337381.384145 + Penalty 3354.789140 = -3334026.595005
  nChanged 101
		SP:Iteration 21Q (8505.830000 sec): 3 clusters
  Score: Raw -3337392.070076 + Penalty 3354.789140 = -3334037.280935
  nChanged 106
		SP:Iteration 22Q (8506.170000 sec): 3 clusters
  Score: Raw -3337405.746425 + Penalty 3354.789140 = -3334050.957284
  nChanged 133
		SP:Iteration 23Q (8506.430000 sec): 3 clusters
  Score: Raw -3337420.954991 + Penalty 3354.789140 = -3334066.165851
  nChanged 123
		SP:Iteration 24Q (8506.730000 sec): 3 clusters
  Score: Raw -3337437.351142 + Penalty 3354.789140 = -3334082.562001
  nChanged 140
		SP:Iteration 25Q (8506.990000 sec): 3 clusters
  Score: Raw -3337455.242590 + Penalty 3354.789140 = -3334100.453450
  nChanged 121
		SP:Iteration 26Q (8507.300000 sec): 3 clusters
  Score: Raw -3337472.692376 + Penalty 3354.789140 = -3334117.903236
  nChanged 151
		SP:Iteration 27Q (8507.600000 sec): 3 clusters
  Score: Raw -3337497.655321 + Penalty 3354.789140 = -3334142.866180
  nChanged 180
		SP:Iteration 28Q (8507.910000 sec): 3 clusters
  Score: Raw -3337528.863338 + Penalty 3354.789140 = -3334174.074197
  nChanged 200
		SP:Iteration 29Q (8508.220000 sec): 3 clusters
  Score: Raw -3337565.438775 + Penalty 3354.789140 = -3334210.649635
  nChanged 212
		SP:Iteration 30Q (8508.550000 sec): 3 clusters
  Score: Raw -3337608.115569 + Penalty 3354.789140 = -3334253.326429
  nChanged 221
		SP:Iteration 31Q (8508.830000 sec): 3 clusters
  Score: Raw -3337660.662592 + Penalty 3354.789140 = -3334305.873451
  nChanged 263
		SP:Iteration 32Q (8509.130000 sec): 3 clusters
  Score: Raw -3337738.982289 + Penalty 3354.789140 = -3334384.193149
  nChanged 325
		SP:Iteration 33Q (8509.410000 sec): 3 clusters
  Score: Raw -3337863.600360 + Penalty 3354.789140 = -3334508.811220
  nChanged 393
		SP:Iteration 34Q (8509.730000 sec): 3 clusters
  Score: Raw -3338043.839555 + Penalty 3354.789140 = -3334689.050414
  nChanged 434
		SP:Iteration 35Q (8510.050000 sec): 3 clusters
  Score: Raw -3338276.362318 + Penalty 3354.789140 = -3334921.573178
  nChanged 504
		SP:Iteration 36Q (8510.320000 sec): 3 clusters
  Score: Raw -3338553.028536 + Penalty 3354.789140 = -3335198.239395
  nChanged 498
		SP:Iteration 37Q (8510.630000 sec): 3 clusters
  Score: Raw -3338782.053003 + Penalty 3354.789140 = -3335427.263863
  nChanged 459
		SP:Iteration 38Q (8511.000000 sec): 3 clusters
  Score: Raw -3338976.306652 + Penalty 3354.789140 = -3335621.517511
  nChanged 425
		SP:Iteration 39Q (8511.280000 sec): 3 clusters
  Score: Raw -3339131.146335 + Penalty 3354.789140 = -3335776.357195
  nChanged 382
		SP:Iteration 40F (8511.600000 sec): 3 clusters
  Score: Raw -3339272.994420 + Penalty 3354.789140 = -3335918.205279
  nChanged 354
		SP:Iteration 41Q (8511.900000 sec): 3 clusters
  Score: Raw -3339404.168300 + Penalty 3354.789140 = -3336049.379160
  nChanged 354
		SP:Iteration 42Q (8512.240000 sec): 3 clusters
  Score: Raw -3339535.164862 + Penalty 3354.789140 = -3336180.375722
  nChanged 352
		SP:Iteration 43Q (8512.530000 sec): 3 clusters
  Score: Raw -3339658.672100 + Penalty 3354.789140 = -3336303.882960
  nChanged 325
		SP:Iteration 44Q (8512.830000 sec): 3 clusters
  Score: Raw -3339771.223542 + Penalty 3354.789140 = -3336416.434402
  nChanged 290
		SP:Iteration 45Q (8513.150000 sec): 3 clusters
  Score: Raw -3339868.118942 + Penalty 3354.789140 = -3336513.329802
  nChanged 272
		SP:Iteration 46Q (8513.470000 sec): 3 clusters
  Score: Raw -3339947.001240 + Penalty 3354.789140 = -3336592.212100
  nChanged 243
		SP:Iteration 47Q (8513.790000 sec): 3 clusters
  Score: Raw -3340003.999153 + Penalty 3354.789140 = -3336649.210013
  nChanged 216
		SP:Iteration 48Q (8514.090000 sec): 3 clusters
  Score: Raw -3340054.368887 + Penalty 3354.789140 = -3336699.579747
  nChanged 181
		SP:Iteration 49Q (8514.460000 sec): 3 clusters
  Score: Raw -3340091.723780 + Penalty 3354.789140 = -3336736.934639
  nChanged 136
		SP:Iteration 50Q (8514.770000 sec): 3 clusters
  Score: Raw -3340112.750447 + Penalty 3354.789140 = -3336757.961307
  nChanged 111
		SP:Iteration 51Q (8515.060000 sec): 3 clusters
  Score: Raw -3340128.574900 + Penalty 3354.789140 = -3336773.785760
  nChanged 89
		SP:Iteration 52Q (8515.370000 sec): 3 clusters
  Score: Raw -3340137.734270 + Penalty 3354.789140 = -3336782.945130
  nChanged 76
		SP:Iteration 53Q (8515.690000 sec): 3 clusters
  Score: Raw -3340146.767557 + Penalty 3354.789140 = -3336791.978416
  nChanged 62
		SP:Iteration 54Q (8516.000000 sec): 3 clusters
  Score: Raw -3340153.772175 + Penalty 3354.789140 = -3336798.983034
  nChanged 56
		SP:Iteration 55Q (8516.340000 sec): 3 clusters
  Score: Raw -3340159.565616 + Penalty 3354.789140 = -3336804.776476
  nChanged 62
		SP:Iteration 56Q (8516.660000 sec): 3 clusters
  Score: Raw -3340166.023689 + Penalty 3354.789140 = -3336811.234548
  nChanged 53
		SP:Iteration 57Q (8516.950000 sec): 3 clusters
  Score: Raw -3340171.097171 + Penalty 3354.789140 = -3336816.308031
  nChanged 41
		SP:Iteration 58Q (8517.270000 sec): 3 clusters
  Score: Raw -3340175.732435 + Penalty 3354.789140 = -3336820.943294
  nChanged 47
		SP:Iteration 59Q (8517.570000 sec): 3 clusters
  Score: Raw -3340180.139619 + Penalty 3354.789140 = -3336825.350479
  nChanged 43
		SP:Iteration 60F (8517.900000 sec): 3 clusters
  Score: Raw -3340184.084047 + Penalty 3354.789140 = -3336829.294906
  nChanged 39
		SP:Iteration 61Q (8518.190000 sec): 3 clusters
  Score: Raw -3340187.070970 + Penalty 3354.789140 = -3336832.281830
  nChanged 39
		SP:Iteration 62Q (8518.520000 sec): 3 clusters
  Score: Raw -3340189.987588 + Penalty 3354.789140 = -3336835.198447
  nChanged 33
		SP:Iteration 63Q (8518.870000 sec): 3 clusters
  Score: Raw -3340192.006549 + Penalty 3354.789140 = -3336837.217409
  nChanged 26
		SP:Iteration 64Q (8519.230000 sec): 3 clusters
  Score: Raw -3340193.589859 + Penalty 3354.789140 = -3336838.800719
  nChanged 24
		SP:Iteration 65Q (8519.530000 sec): 3 clusters
  Score: Raw -3340194.900188 + Penalty 3354.789140 = -3336840.111047
  nChanged 18
		SP:Iteration 66Q (8519.840000 sec): 3 clusters
  Score: Raw -3340195.916649 + Penalty 3354.789140 = -3336841.127508
  nChanged 16
		SP:Iteration 67Q (8520.170000 sec): 3 clusters
  Score: Raw -3340196.612913 + Penalty 3354.789140 = -3336841.823773
  nChanged 14
		SP:Iteration 68Q (8520.460000 sec): 3 clusters
  Score: Raw -3340197.209615 + Penalty 3354.789140 = -3336842.420475
  nChanged 11
		SP:Iteration 69Q (8520.710000 sec): 3 clusters
  Score: Raw -3340197.677099 + Penalty 3354.789140 = -3336842.887959
  nChanged 12
		SP:Iteration 70Q (8521.010000 sec): 3 clusters
  Score: Raw -3340198.176867 + Penalty 3354.789140 = -3336843.387726
  nChanged 7
		SP:Iteration 71Q (8521.310000 sec): 3 clusters
  Score: Raw -3340198.515287 + Penalty 3354.789140 = -3336843.726146
  nChanged 6
		SP:Iteration 72Q (8521.630000 sec): 3 clusters
  Score: Raw -3340198.708093 + Penalty 3354.789140 = -3336843.918952
  nChanged 4
		SP:Iteration 73Q (8521.900000 sec): 3 clusters
  Score: Raw -3340198.863935 + Penalty 3354.789140 = -3336844.074795
  nChanged 3
		SP:Iteration 74Q (8522.170000 sec): 3 clusters
  Score: Raw -3340198.972532 + Penalty 3354.789140 = -3336844.183391
  nChanged 5
		SP:Iteration 75Q (8522.510000 sec): 3 clusters
  Score: Raw -3340199.134305 + Penalty 3354.789140 = -3336844.345165
  nChanged 7
		SP:Iteration 76Q (8522.830000 sec): 3 clusters
  Score: Raw -3340199.347326 + Penalty 3354.789140 = -3336844.558186
  nChanged 5
		SP:Iteration 77Q (8523.130000 sec): 3 clusters
  Score: Raw -3340199.492860 + Penalty 3354.789140 = -3336844.703720
  nChanged 2
		SP:Iteration 78Q (8523.440000 sec): 3 clusters
  Score: Raw -3340199.576337 + Penalty 3354.789140 = -3336844.787197
  nChanged 2
		SP:Iteration 79Q (8523.740000 sec): 3 clusters
  Score: Raw -3340199.707652 + Penalty 3354.789140 = -3336844.918512
  nChanged 4
		SP:Iteration 80F (8524.050000 sec): 3 clusters
  Score: Raw -3340199.870778 + Penalty 3354.789140 = -3336845.081638
  nChanged 4
		SP:Iteration 81Q (8524.380000 sec): 3 clusters
  Score: Raw -3340199.971639 + Penalty 3354.789140 = -3336845.182499
  nChanged 4
		SP:Iteration 82Q (8524.690000 sec): 3 clusters
  Score: Raw -3340200.086071 + Penalty 3354.789140 = -3336845.296931
  nChanged 4
		SP:Iteration 83Q (8524.980000 sec): 3 clusters
  Score: Raw -3340200.213496 + Penalty 3354.789140 = -3336845.424355
  nChanged 1
		SP:Iteration 84Q (8525.290000 sec): 3 clusters
  Score: Raw -3340200.264297 + Penalty 3354.789140 = -3336845.475157
  nChanged 1
		SP:Iteration 85Q (8525.580000 sec): 3 clusters
  Score: Raw -3340200.296770 + Penalty 3354.789140 = -3336845.507630
  nChanged 3
		SP:Iteration 86Q (8525.880000 sec): 3 clusters
  Score: Raw -3340200.428253 + Penalty 3354.789140 = -3336845.639112
  nChanged 4
		SP:Iteration 87Q (8526.160000 sec): 3 clusters
  Score: Raw -3340200.608895 + Penalty 3354.789140 = -3336845.819755
  nChanged 3
		SP:Iteration 88Q (8526.510000 sec): 3 clusters
  Score: Raw -3340200.677113 + Penalty 3354.789140 = -3336845.887972
  nChanged 1
		SP:Iteration 89Q (8526.830000 sec): 3 clusters
  Score: Raw -3340200.707259 + Penalty 3354.789140 = -3336845.918119
  nChanged 3
		SP:Iteration 90Q (8527.170000 sec): 3 clusters
  Score: Raw -3340200.765821 + Penalty 3354.789140 = -3336845.976681
  nChanged 2
		SP:Iteration 91Q (8527.490000 sec): 3 clusters
  Score: Raw -3340200.787519 + Penalty 3354.789140 = -3336845.998379
  nChanged 0
		SP:Iteration 92F (8527.850000 sec): 3 clusters
  Score: Raw -3340200.787519 + Penalty 3354.789140 = -3336845.998379
  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 9.11 GB.

 Trying to split cluster 33 (11684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8527.980000 sec): 2 clusters
  Score: Raw -1300260.263807 + Penalty 1521.971045 = -1298738.292762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8528.250000 sec): 3 clusters
  Score: Raw -1293473.688503 + Penalty 3043.942091 = -1290429.746412
  nChanged 5133
		SP:Iteration 1F (8528.450000 sec): 3 clusters
  Score: Raw -1296248.022878 + Penalty 3043.942091 = -1293204.080788
  nChanged 688
		SP:Iteration 2F (8528.700000 sec): 3 clusters
  Score: Raw -1296521.569257 + Penalty 3043.942091 = -1293477.627166
  nChanged 581
		SP:Iteration 3Q (8528.880000 sec): 3 clusters
  Score: Raw -1296739.757684 + Penalty 3043.942091 = -1293695.815593
  nChanged 483
		SP:Iteration 4Q (8529.100000 sec): 3 clusters
  Score: Raw -1296899.255506 + Penalty 3043.942091 = -1293855.313415
  nChanged 417
		SP:Iteration 5Q (8529.330000 sec): 3 clusters
  Score: Raw -1297044.172450 + Penalty 3043.942091 = -1294000.230359
  nChanged 396
		SP:Iteration 6Q (8529.560000 sec): 3 clusters
  Score: Raw -1297194.196854 + Penalty 3043.942091 = -1294150.254763
  nChanged 397
		SP:Iteration 7Q (8529.750000 sec): 3 clusters
  Score: Raw -1297351.290232 + Penalty 3043.942091 = -1294307.348141
  nChanged 417
		SP:Iteration 8Q (8529.970000 sec): 3 clusters
  Score: Raw -1297549.948001 + Penalty 3043.942091 = -1294506.005910
  nChanged 455
		SP:Iteration 9Q (8530.160000 sec): 3 clusters
  Score: Raw -1297797.635669 + Penalty 3043.942091 = -1294753.693578
  nChanged 506
		SP:Iteration 10Q (8530.390000 sec): 3 clusters
  Score: Raw -1298156.747451 + Penalty 3043.942091 = -1295112.805361
  nChanged 619
		SP:Iteration 11F (8530.600000 sec): 3 clusters
  Score: Raw -1298797.046521 + Penalty 3043.942091 = -1295753.104430
  nChanged 739
		SP:Iteration 12F (8530.790000 sec): 3 clusters
  Score: Raw -1299668.297327 + Penalty 3043.942091 = -1296624.355236
  nChanged 657
		SP:Iteration 13F (8531.030000 sec): 3 clusters
  Score: Raw -1300330.300879 + Penalty 3043.942091 = -1297286.358789
  nChanged 441
		SP:Iteration 14Q (8531.230000 sec): 3 clusters
  Score: Raw -1300632.241887 + Penalty 3043.942091 = -1297588.299796
  nChanged 269
		SP:Iteration 15Q (8531.480000 sec): 3 clusters
  Score: Raw -1300773.567824 + Penalty 3043.942091 = -1297729.625733
  nChanged 205
		SP:Iteration 16Q (8531.640000 sec): 3 clusters
  Score: Raw -1300883.409522 + Penalty 3043.942091 = -1297839.467431
  nChanged 140
		SP:Iteration 17Q (8531.860000 sec): 3 clusters
  Score: Raw -1300944.014941 + Penalty 3043.942091 = -1297900.072850
  nChanged 116
		SP:Iteration 18Q (8532.100000 sec): 3 clusters
  Score: Raw -1300987.913700 + Penalty 3043.942091 = -1297943.971609
  nChanged 89
		SP:Iteration 19Q (8532.310000 sec): 3 clusters
  Score: Raw -1301015.153478 + Penalty 3043.942091 = -1297971.211388
  nChanged 72
		SP:Iteration 20F (8532.530000 sec): 3 clusters
  Score: Raw -1301034.193709 + Penalty 3043.942091 = -1297990.251619
  nChanged 58
		SP:Iteration 21Q (8532.730000 sec): 3 clusters
  Score: Raw -1301046.553908 + Penalty 3043.942091 = -1298002.611818
  nChanged 52
		SP:Iteration 22Q (8532.940000 sec): 3 clusters
  Score: Raw -1301059.122397 + Penalty 3043.942091 = -1298015.180306
  nChanged 43
		SP:Iteration 23Q (8533.150000 sec): 3 clusters
  Score: Raw -1301070.051115 + Penalty 3043.942091 = -1298026.109025
  nChanged 38
		SP:Iteration 24Q (8533.370000 sec): 3 clusters
  Score: Raw -1301081.301010 + Penalty 3043.942091 = -1298037.358920
  nChanged 44
		SP:Iteration 25Q (8533.610000 sec): 3 clusters
  Score: Raw -1301091.748147 + Penalty 3043.942091 = -1298047.806056
  nChanged 45
		SP:Iteration 26Q (8533.830000 sec): 3 clusters
  Score: Raw -1301101.763630 + Penalty 3043.942091 = -1298057.821539
  nChanged 47
		SP:Iteration 27Q (8534.080000 sec): 3 clusters
  Score: Raw -1301110.839328 + Penalty 3043.942091 = -1298066.897237
  nChanged 37
		SP:Iteration 28Q (8534.230000 sec): 3 clusters
  Score: Raw -1301117.497992 + Penalty 3043.942091 = -1298073.555902
  nChanged 30
		SP:Iteration 29Q (8534.450000 sec): 3 clusters
  Score: Raw -1301121.940202 + Penalty 3043.942091 = -1298077.998111
  nChanged 25
		SP:Iteration 30Q (8534.620000 sec): 3 clusters
  Score: Raw -1301126.644552 + Penalty 3043.942091 = -1298082.702462
  nChanged 24
		SP:Iteration 31Q (8534.840000 sec): 3 clusters
  Score: Raw -1301131.113455 + Penalty 3043.942091 = -1298087.171364
  nChanged 27
		SP:Iteration 32Q (8535.040000 sec): 3 clusters
  Score: Raw -1301135.361799 + Penalty 3043.942091 = -1298091.419709
  nChanged 24
		SP:Iteration 33Q (8535.300000 sec): 3 clusters
  Score: Raw -1301138.813366 + Penalty 3043.942091 = -1298094.871275
  nChanged 18
		SP:Iteration 34Q (8535.530000 sec): 3 clusters
  Score: Raw -1301141.339707 + Penalty 3043.942091 = -1298097.397616
  nChanged 13
		SP:Iteration 35Q (8535.750000 sec): 3 clusters
  Score: Raw -1301143.052995 + Penalty 3043.942091 = -1298099.110904
  nChanged 11
		SP:Iteration 36Q (8535.970000 sec): 3 clusters
  Score: Raw -1301144.620026 + Penalty 3043.942091 = -1298100.677935
  nChanged 14
		SP:Iteration 37Q (8536.180000 sec): 3 clusters
  Score: Raw -1301146.342324 + Penalty 3043.942091 = -1298102.400233
  nChanged 14
		SP:Iteration 38Q (8536.450000 sec): 3 clusters
  Score: Raw -1301148.189341 + Penalty 3043.942091 = -1298104.247250
  nChanged 9
		SP:Iteration 39Q (8536.640000 sec): 3 clusters
  Score: Raw -1301149.187418 + Penalty 3043.942091 = -1298105.245328
  nChanged 5
		SP:Iteration 40F (8536.870000 sec): 3 clusters
  Score: Raw -1301149.600364 + Penalty 3043.942091 = -1298105.658273
  nChanged 5
		SP:Iteration 41Q (8537.100000 sec): 3 clusters
  Score: Raw -1301150.163349 + Penalty 3043.942091 = -1298106.221259
  nChanged 4
		SP:Iteration 42Q (8537.290000 sec): 3 clusters
  Score: Raw -1301150.541920 + Penalty 3043.942091 = -1298106.599830
  nChanged 5
		SP:Iteration 43Q (8537.540000 sec): 3 clusters
  Score: Raw -1301150.992458 + Penalty 3043.942091 = -1298107.050368
  nChanged 4
		SP:Iteration 44Q (8537.730000 sec): 3 clusters
  Score: Raw -1301151.383390 + Penalty 3043.942091 = -1298107.441300
  nChanged 2
		SP:Iteration 45Q (8537.970000 sec): 3 clusters
  Score: Raw -1301151.497341 + Penalty 3043.942091 = -1298107.555250
  nChanged 1
		SP:Iteration 46Q (8538.150000 sec): 3 clusters
  Score: Raw -1301151.584091 + Penalty 3043.942091 = -1298107.642001
  nChanged 1
		SP:Iteration 47Q (8538.350000 sec): 3 clusters
  Score: Raw -1301151.659161 + Penalty 3043.942091 = -1298107.717070
  nChanged 0
		SP:Iteration 48F (8538.590000 sec): 3 clusters
  Score: Raw -1301151.659161 + Penalty 3043.942091 = -1298107.717070
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (7528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8538.690000 sec): 2 clusters
  Score: Raw -813976.346505 + Penalty 1450.537511 = -812525.808994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8538.910000 sec): 3 clusters
  Score: Raw -809905.146207 + Penalty 2901.075021 = -807004.071186
  nChanged 3150
		SP:Iteration 1F (8539.090000 sec): 3 clusters
  Score: Raw -811616.245936 + Penalty 2901.075021 = -808715.170914
  nChanged 504
		SP:Iteration 2F (8539.310000 sec): 3 clusters
  Score: Raw -811876.494532 + Penalty 2901.075021 = -808975.419511
  nChanged 418
		SP:Iteration 3F (8539.490000 sec): 3 clusters
  Score: Raw -812070.250518 + Penalty 2901.075021 = -809169.175497
  nChanged 327
		SP:Iteration 4Q (8539.670000 sec): 3 clusters
  Score: Raw -812224.432246 + Penalty 2901.075021 = -809323.357225
  nChanged 307
		SP:Iteration 5Q (8539.850000 sec): 3 clusters
  Score: Raw -812362.302861 + Penalty 2901.075021 = -809461.227840
  nChanged 281
		SP:Iteration 6Q (8540.090000 sec): 3 clusters
  Score: Raw -812504.823881 + Penalty 2901.075021 = -809603.748859
  nChanged 279
		SP:Iteration 7Q (8540.270000 sec): 3 clusters
  Score: Raw -812672.745806 + Penalty 2901.075021 = -809771.670785
  nChanged 287
		SP:Iteration 8Q (8540.470000 sec): 3 clusters
  Score: Raw -812885.911619 + Penalty 2901.075021 = -809984.836598
  nChanged 294
		SP:Iteration 9Q (8540.700000 sec): 3 clusters
  Score: Raw -813141.672779 + Penalty 2901.075021 = -810240.597758
  nChanged 265
		SP:Iteration 10Q (8540.900000 sec): 3 clusters
  Score: Raw -813439.110003 + Penalty 2901.075021 = -810538.034982
  nChanged 226
		SP:Iteration 11Q (8541.120000 sec): 3 clusters
  Score: Raw -813739.962759 + Penalty 2901.075021 = -810838.887737
  nChanged 183
		SP:Iteration 12Q (8541.310000 sec): 3 clusters
  Score: Raw -813921.229899 + Penalty 2901.075021 = -811020.154877
  nChanged 181
		SP:Iteration 13Q (8541.520000 sec): 3 clusters
  Score: Raw -814048.009186 + Penalty 2901.075021 = -811146.934164
  nChanged 131
		SP:Iteration 14Q (8541.740000 sec): 3 clusters
  Score: Raw -814120.760968 + Penalty 2901.075021 = -811219.685947
  nChanged 113
		SP:Iteration 15Q (8541.900000 sec): 3 clusters
  Score: Raw -814176.549441 + Penalty 2901.075021 = -811275.474419
  nChanged 99
		SP:Iteration 16Q (8542.090000 sec): 3 clusters
  Score: Raw -814216.642679 + Penalty 2901.075021 = -811315.567657
  nChanged 67
		SP:Iteration 17Q (8542.260000 sec): 3 clusters
  Score: Raw -814245.155602 + Penalty 2901.075021 = -811344.080581
  nChanged 64
		SP:Iteration 18Q (8542.450000 sec): 3 clusters
  Score: Raw -814266.833491 + Penalty 2901.075021 = -811365.758470
  nChanged 54
		SP:Iteration 19Q (8542.650000 sec): 3 clusters
  Score: Raw -814284.181106 + Penalty 2901.075021 = -811383.106084
  nChanged 42
		SP:Iteration 20F (8542.880000 sec): 3 clusters
  Score: Raw -814297.668518 + Penalty 2901.075021 = -811396.593497
  nChanged 46
		SP:Iteration 21Q (8543.070000 sec): 3 clusters
  Score: Raw -814311.814382 + Penalty 2901.075021 = -811410.739361
  nChanged 41
		SP:Iteration 22Q (8543.260000 sec): 3 clusters
  Score: Raw -814324.737783 + Penalty 2901.075021 = -811423.662762
  nChanged 42
		SP:Iteration 23Q (8543.460000 sec): 3 clusters
  Score: Raw -814338.916067 + Penalty 2901.075021 = -811437.841046
  nChanged 56
		SP:Iteration 24Q (8543.650000 sec): 3 clusters
  Score: Raw -814358.227034 + Penalty 2901.075021 = -811457.152012
  nChanged 53
		SP:Iteration 25Q (8543.840000 sec): 3 clusters
  Score: Raw -814379.804625 + Penalty 2901.075021 = -811478.729604
  nChanged 58
		SP:Iteration 26Q (8544.060000 sec): 3 clusters
  Score: Raw -814401.601917 + Penalty 2901.075021 = -811500.526896
  nChanged 56
		SP:Iteration 27Q (8544.210000 sec): 3 clusters
  Score: Raw -814419.914860 + Penalty 2901.075021 = -811518.839838
  nChanged 53
		SP:Iteration 28Q (8544.430000 sec): 3 clusters
  Score: Raw -814435.080291 + Penalty 2901.075021 = -811534.005270
  nChanged 44
		SP:Iteration 29Q (8544.720000 sec): 3 clusters
  Score: Raw -814445.027954 + Penalty 2901.075021 = -811543.952933
  nChanged 34
		SP:Iteration 30Q (8544.940000 sec): 3 clusters
  Score: Raw -814453.287550 + Penalty 2901.075021 = -811552.212529
  nChanged 30
		SP:Iteration 31Q (8545.190000 sec): 3 clusters
  Score: Raw -814460.560737 + Penalty 2901.075021 = -811559.485716
  nChanged 32
		SP:Iteration 32Q (8545.410000 sec): 3 clusters
  Score: Raw -814469.002605 + Penalty 2901.075021 = -811567.927584
  nChanged 39
		SP:Iteration 33Q (8545.640000 sec): 3 clusters
  Score: Raw -814479.312148 + Penalty 2901.075021 = -811578.237126
  nChanged 46
		SP:Iteration 34Q (8545.870000 sec): 3 clusters
  Score: Raw -814492.963373 + Penalty 2901.075021 = -811591.888352
  nChanged 58
		SP:Iteration 35Q (8546.060000 sec): 3 clusters
  Score: Raw -814513.953905 + Penalty 2901.075021 = -811612.878883
  nChanged 68
		SP:Iteration 36Q (8546.290000 sec): 3 clusters
  Score: Raw -814543.287689 + Penalty 2901.075021 = -811642.212667
  nChanged 81
		SP:Iteration 37Q (8546.470000 sec): 3 clusters
  Score: Raw -814579.104828 + Penalty 2901.075021 = -811678.029806
  nChanged 97
		SP:Iteration 38Q (8546.700000 sec): 3 clusters
  Score: Raw -814630.142245 + Penalty 2901.075021 = -811729.067224
  nChanged 125
		SP:Iteration 39Q (8546.900000 sec): 3 clusters
  Score: Raw -814696.922110 + Penalty 2901.075021 = -811795.847088
  nChanged 109
		SP:Iteration 40F (8547.120000 sec): 3 clusters
  Score: Raw -814747.545501 + Penalty 2901.075021 = -811846.470480
  nChanged 107
		SP:Iteration 41Q (8547.300000 sec): 3 clusters
  Score: Raw -814798.176641 + Penalty 2901.075021 = -811897.101620
  nChanged 100
		SP:Iteration 42Q (8547.520000 sec): 3 clusters
  Score: Raw -814848.747099 + Penalty 2901.075021 = -811947.672077
  nChanged 111
		SP:Iteration 43Q (8547.730000 sec): 3 clusters
  Score: Raw -814902.423223 + Penalty 2901.075021 = -812001.348202
  nChanged 94
		SP:Iteration 44Q (8547.970000 sec): 3 clusters
  Score: Raw -814956.080331 + Penalty 2901.075021 = -812055.005310
  nChanged 113
		SP:Iteration 45Q (8548.150000 sec): 3 clusters
  Score: Raw -815027.169660 + Penalty 2901.075021 = -812126.094639
  nChanged 136
		SP:Iteration 46Q (8548.360000 sec): 3 clusters
  Score: Raw -815133.147157 + Penalty 2901.075021 = -812232.072135
  nChanged 147
		SP:Iteration 47Q (8548.570000 sec): 3 clusters
  Score: Raw -815281.219522 + Penalty 2901.075021 = -812380.144501
  nChanged 155
		SP:Iteration 48Q (8548.760000 sec): 3 clusters
  Score: Raw -815443.762331 + Penalty 2901.075021 = -812542.687309
  nChanged 151
		SP:Iteration 49Q (8548.950000 sec): 3 clusters
  Score: Raw -815579.047556 + Penalty 2901.075021 = -812677.972535
  nChanged 111
		SP:Iteration 50Q (8549.200000 sec): 3 clusters
  Score: Raw -815672.208952 + Penalty 2901.075021 = -812771.133931
  nChanged 98
		SP:Iteration 51Q (8549.390000 sec): 3 clusters
  Score: Raw -815737.929960 + Penalty 2901.075021 = -812836.854939
  nChanged 71
		SP:Iteration 52Q (8549.570000 sec): 3 clusters
  Score: Raw -815787.555501 + Penalty 2901.075021 = -812886.480480
  nChanged 58
		SP:Iteration 53Q (8549.760000 sec): 3 clusters
  Score: Raw -815829.432544 + Penalty 2901.075021 = -812928.357523
  nChanged 52
		SP:Iteration 54Q (8549.980000 sec): 3 clusters
  Score: Raw -815871.945283 + Penalty 2901.075021 = -812970.870262
  nChanged 35
		SP:Iteration 55Q (8550.170000 sec): 3 clusters
  Score: Raw -815892.775642 + Penalty 2901.075021 = -812991.700621
  nChanged 32
		SP:Iteration 56Q (8550.400000 sec): 3 clusters
  Score: Raw -815907.233504 + Penalty 2901.075021 = -813006.158483
  nChanged 15
		SP:Iteration 57Q (8550.640000 sec): 3 clusters
  Score: Raw -815914.736050 + Penalty 2901.075021 = -813013.661029
  nChanged 12
		SP:Iteration 58Q (8550.840000 sec): 3 clusters
  Score: Raw -815918.982527 + Penalty 2901.075021 = -813017.907505
  nChanged 8
		SP:Iteration 59Q (8551.020000 sec): 3 clusters
  Score: Raw -815924.804505 + Penalty 2901.075021 = -813023.729484
  nChanged 4
		SP:Iteration 60F (8551.220000 sec): 3 clusters
  Score: Raw -815939.821548 + Penalty 2901.075021 = -813038.746526
  nChanged 19
		SP:Iteration 61Q (8551.440000 sec): 3 clusters
  Score: Raw -815948.834663 + Penalty 2901.075021 = -813047.759642
  nChanged 19
		SP:Iteration 62Q (8551.670000 sec): 3 clusters
  Score: Raw -815955.566423 + Penalty 2901.075021 = -813054.491402
  nChanged 10
		SP:Iteration 63Q (8551.830000 sec): 3 clusters
  Score: Raw -815959.133749 + Penalty 2901.075021 = -813058.058727
  nChanged 7
		SP:Iteration 64Q (8552.050000 sec): 3 clusters
  Score: Raw -815961.224727 + Penalty 2901.075021 = -813060.149705
  nChanged 7
		SP:Iteration 65Q (8552.280000 sec): 3 clusters
  Score: Raw -815962.982593 + Penalty 2901.075021 = -813061.907571
  nChanged 8
		SP:Iteration 66Q (8552.450000 sec): 3 clusters
  Score: Raw -815964.667784 + Penalty 2901.075021 = -813063.592763
  nChanged 4
		SP:Iteration 67Q (8552.680000 sec): 3 clusters
  Score: Raw -815965.544882 + Penalty 2901.075021 = -813064.469861
  nChanged 1
		SP:Iteration 68Q (8552.870000 sec): 3 clusters
  Score: Raw -815965.638999 + Penalty 2901.075021 = -813064.563977
  nChanged 1
		SP:Iteration 69Q (8553.070000 sec): 3 clusters
  Score: Raw -815965.686566 + Penalty 2901.075021 = -813064.611545
  nChanged 1
		SP:Iteration 70Q (8553.260000 sec): 3 clusters
  Score: Raw -815965.761796 + Penalty 2901.075021 = -813064.686775
  nChanged 0
		SP:Iteration 71F (8553.480000 sec): 3 clusters
  Score: Raw -815965.761796 + Penalty 2901.075021 = -813064.686775
  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 9.11 GB.

 Trying to split cluster 35 (5873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8553.580000 sec): 2 clusters
  Score: Raw -639431.791394 + Penalty 1410.194639 = -638021.596755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8553.780000 sec): 3 clusters
  Score: Raw -636350.707750 + Penalty 2820.389278 = -633530.318472
  nChanged 2451
		SP:Iteration 1F (8554.000000 sec): 3 clusters
  Score: Raw -637738.095966 + Penalty 2820.389278 = -634917.706688
  nChanged 439
		SP:Iteration 2F (8554.230000 sec): 3 clusters
  Score: Raw -638034.761378 + Penalty 2820.389278 = -635214.372100
  nChanged 395
		SP:Iteration 3F (8554.430000 sec): 3 clusters
  Score: Raw -638307.911242 + Penalty 2820.389278 = -635487.521964
  nChanged 352
		SP:Iteration 4F (8554.620000 sec): 3 clusters
  Score: Raw -638646.678095 + Penalty 2820.389278 = -635826.288817
  nChanged 389
		SP:Iteration 5F (8554.840000 sec): 3 clusters
  Score: Raw -638994.860169 + Penalty 2820.389278 = -636174.470891
  nChanged 342
		SP:Iteration 6F (8555.010000 sec): 3 clusters
  Score: Raw -639249.737064 + Penalty 2820.389278 = -636429.347786
  nChanged 274
		SP:Iteration 7Q (8555.230000 sec): 3 clusters
  Score: Raw -639404.625386 + Penalty 2820.389278 = -636584.236108
  nChanged 185
		SP:Iteration 8Q (8555.430000 sec): 3 clusters
  Score: Raw -639501.442165 + Penalty 2820.389278 = -636681.052887
  nChanged 138
		SP:Iteration 9Q (8555.610000 sec): 3 clusters
  Score: Raw -639560.748140 + Penalty 2820.389278 = -636740.358862
  nChanged 83
		SP:Iteration 10Q (8555.850000 sec): 3 clusters
  Score: Raw -639590.068817 + Penalty 2820.389278 = -636769.679539
  nChanged 69
		SP:Iteration 11Q (8556.040000 sec): 3 clusters
  Score: Raw -639612.124227 + Penalty 2820.389278 = -636791.734949
  nChanged 53
		SP:Iteration 12Q (8556.220000 sec): 3 clusters
  Score: Raw -639626.682274 + Penalty 2820.389278 = -636806.292996
  nChanged 39
		SP:Iteration 13Q (8556.410000 sec): 3 clusters
  Score: Raw -639637.930574 + Penalty 2820.389278 = -636817.541296
  nChanged 34
		SP:Iteration 14Q (8556.650000 sec): 3 clusters
  Score: Raw -639647.772301 + Penalty 2820.389278 = -636827.383023
  nChanged 40
		SP:Iteration 15Q (8556.830000 sec): 3 clusters
  Score: Raw -639659.132096 + Penalty 2820.389278 = -636838.742818
  nChanged 31
		SP:Iteration 16Q (8557.050000 sec): 3 clusters
  Score: Raw -639671.471066 + Penalty 2820.389278 = -636851.081788
  nChanged 33
		SP:Iteration 17Q (8557.270000 sec): 3 clusters
  Score: Raw -639681.890797 + Penalty 2820.389278 = -636861.501519
  nChanged 25
		SP:Iteration 18Q (8557.460000 sec): 3 clusters
  Score: Raw -639687.992870 + Penalty 2820.389278 = -636867.603592
  nChanged 20
		SP:Iteration 19Q (8557.670000 sec): 3 clusters
  Score: Raw -639693.839799 + Penalty 2820.389278 = -636873.450521
  nChanged 23
		SP:Iteration 20F (8557.880000 sec): 3 clusters
  Score: Raw -639701.462372 + Penalty 2820.389278 = -636881.073094
  nChanged 33
		SP:Iteration 21Q (8558.050000 sec): 3 clusters
  Score: Raw -639710.639102 + Penalty 2820.389278 = -636890.249824
  nChanged 26
		SP:Iteration 22Q (8558.270000 sec): 3 clusters
  Score: Raw -639716.835913 + Penalty 2820.389278 = -636896.446635
  nChanged 23
		SP:Iteration 23Q (8558.470000 sec): 3 clusters
  Score: Raw -639721.011691 + Penalty 2820.389278 = -636900.622413
  nChanged 16
		SP:Iteration 24Q (8558.650000 sec): 3 clusters
  Score: Raw -639725.372238 + Penalty 2820.389278 = -636904.982960
  nChanged 19
		SP:Iteration 25Q (8558.870000 sec): 3 clusters
  Score: Raw -639731.701651 + Penalty 2820.389278 = -636911.312373
  nChanged 21
		SP:Iteration 26Q (8559.060000 sec): 3 clusters
  Score: Raw -639737.104662 + Penalty 2820.389278 = -636916.715384
  nChanged 19
		SP:Iteration 27Q (8559.260000 sec): 3 clusters
  Score: Raw -639741.593495 + Penalty 2820.389278 = -636921.204217
  nChanged 16
		SP:Iteration 28Q (8559.470000 sec): 3 clusters
  Score: Raw -639744.360161 + Penalty 2820.389278 = -636923.970883
  nChanged 17
		SP:Iteration 29Q (8559.680000 sec): 3 clusters
  Score: Raw -639750.694003 + Penalty 2820.389278 = -636930.304725
  nChanged 17
		SP:Iteration 30Q (8559.850000 sec): 3 clusters
  Score: Raw -639754.442326 + Penalty 2820.389278 = -636934.053048
  nChanged 16
		SP:Iteration 31Q (8560.060000 sec): 3 clusters
  Score: Raw -639757.976505 + Penalty 2820.389278 = -636937.587227
  nChanged 17
		SP:Iteration 32Q (8560.240000 sec): 3 clusters
  Score: Raw -639762.719190 + Penalty 2820.389278 = -636942.329912
  nChanged 19
		SP:Iteration 33Q (8560.420000 sec): 3 clusters
  Score: Raw -639767.874030 + Penalty 2820.389278 = -636947.484752
  nChanged 14
		SP:Iteration 34Q (8560.620000 sec): 3 clusters
  Score: Raw -639772.192133 + Penalty 2820.389278 = -636951.802855
  nChanged 16
		SP:Iteration 35Q (8560.840000 sec): 3 clusters
  Score: Raw -639776.610792 + Penalty 2820.389278 = -636956.221514
  nChanged 15
		SP:Iteration 36Q (8560.990000 sec): 3 clusters
  Score: Raw -639779.687825 + Penalty 2820.389278 = -636959.298547
  nChanged 14
		SP:Iteration 37Q (8561.190000 sec): 3 clusters
  Score: Raw -639783.017953 + Penalty 2820.389278 = -636962.628675
  nChanged 8
		SP:Iteration 38Q (8561.370000 sec): 3 clusters
  Score: Raw -639784.404184 + Penalty 2820.389278 = -636964.014906
  nChanged 9
		SP:Iteration 39Q (8561.580000 sec): 3 clusters
  Score: Raw -639786.692070 + Penalty 2820.389278 = -636966.302792
  nChanged 14
		SP:Iteration 40F (8561.760000 sec): 3 clusters
  Score: Raw -639790.883209 + Penalty 2820.389278 = -636970.493931
  nChanged 17
		SP:Iteration 41Q (8561.990000 sec): 3 clusters
  Score: Raw -639795.299267 + Penalty 2820.389278 = -636974.909989
  nChanged 18
		SP:Iteration 42Q (8562.180000 sec): 3 clusters
  Score: Raw -639800.889216 + Penalty 2820.389278 = -636980.499938
  nChanged 25
		SP:Iteration 43Q (8562.370000 sec): 3 clusters
  Score: Raw -639806.904454 + Penalty 2820.389278 = -636986.515176
  nChanged 19
		SP:Iteration 44Q (8562.580000 sec): 3 clusters
  Score: Raw -639812.076955 + Penalty 2820.389278 = -636991.687677
  nChanged 21
		SP:Iteration 45Q (8562.780000 sec): 3 clusters
  Score: Raw -639816.750550 + Penalty 2820.389278 = -636996.361272
  nChanged 19
		SP:Iteration 46Q (8562.970000 sec): 3 clusters
  Score: Raw -639821.660735 + Penalty 2820.389278 = -637001.271457
  nChanged 13
		SP:Iteration 47Q (8563.160000 sec): 3 clusters
  Score: Raw -639825.073447 + Penalty 2820.389278 = -637004.684169
  nChanged 17
		SP:Iteration 48Q (8563.380000 sec): 3 clusters
  Score: Raw -639830.296647 + Penalty 2820.389278 = -637009.907369
  nChanged 22
		SP:Iteration 49Q (8563.560000 sec): 3 clusters
  Score: Raw -639836.394568 + Penalty 2820.389278 = -637016.005290
  nChanged 23
		SP:Iteration 50Q (8563.790000 sec): 3 clusters
  Score: Raw -639841.697955 + Penalty 2820.389278 = -637021.308676
  nChanged 15
		SP:Iteration 51Q (8563.970000 sec): 3 clusters
  Score: Raw -639845.664252 + Penalty 2820.389278 = -637025.274974
  nChanged 14
		SP:Iteration 52Q (8564.140000 sec): 3 clusters
  Score: Raw -639850.168378 + Penalty 2820.389278 = -637029.779100
  nChanged 14
		SP:Iteration 53Q (8564.310000 sec): 3 clusters
  Score: Raw -639853.470781 + Penalty 2820.389278 = -637033.081503
  nChanged 18
		SP:Iteration 54Q (8564.490000 sec): 3 clusters
  Score: Raw -639857.396965 + Penalty 2820.389278 = -637037.007687
  nChanged 15
		SP:Iteration 55Q (8564.690000 sec): 3 clusters
  Score: Raw -639860.250687 + Penalty 2820.389278 = -637039.861408
  nChanged 11
		SP:Iteration 56Q (8564.870000 sec): 3 clusters
  Score: Raw -639862.139708 + Penalty 2820.389278 = -637041.750430
  nChanged 10
		SP:Iteration 57Q (8565.110000 sec): 3 clusters
  Score: Raw -639863.957891 + Penalty 2820.389278 = -637043.568613
  nChanged 11
		SP:Iteration 58Q (8565.270000 sec): 3 clusters
  Score: Raw -639866.788335 + Penalty 2820.389278 = -637046.399056
  nChanged 9
		SP:Iteration 59Q (8565.430000 sec): 3 clusters
  Score: Raw -639868.574418 + Penalty 2820.389278 = -637048.185140
  nChanged 12
		SP:Iteration 60F (8565.640000 sec): 3 clusters
  Score: Raw -639871.171807 + Penalty 2820.389278 = -637050.782528
  nChanged 10
		SP:Iteration 61Q (8565.860000 sec): 3 clusters
  Score: Raw -639873.092828 + Penalty 2820.389278 = -637052.703550
  nChanged 6
		SP:Iteration 62Q (8566.090000 sec): 3 clusters
  Score: Raw -639874.219699 + Penalty 2820.389278 = -637053.830421
  nChanged 6
		SP:Iteration 63Q (8566.300000 sec): 3 clusters
  Score: Raw -639875.373370 + Penalty 2820.389278 = -637054.984092
  nChanged 4
		SP:Iteration 64Q (8566.510000 sec): 3 clusters
  Score: Raw -639875.909934 + Penalty 2820.389278 = -637055.520656
  nChanged 2
		SP:Iteration 65Q (8566.700000 sec): 3 clusters
  Score: Raw -639876.120231 + Penalty 2820.389278 = -637055.730953
  nChanged 3
		SP:Iteration 66Q (8566.890000 sec): 3 clusters
  Score: Raw -639876.682866 + Penalty 2820.389278 = -637056.293588
  nChanged 2
		SP:Iteration 67Q (8567.120000 sec): 3 clusters
  Score: Raw -639877.072476 + Penalty 2820.389278 = -637056.683198
  nChanged 2
		SP:Iteration 68Q (8567.320000 sec): 3 clusters
  Score: Raw -639877.494686 + Penalty 2820.389278 = -637057.105408
  nChanged 4
		SP:Iteration 69Q (8567.510000 sec): 3 clusters
  Score: Raw -639878.544800 + Penalty 2820.389278 = -637058.155522
  nChanged 5
		SP:Iteration 70Q (8567.780000 sec): 3 clusters
  Score: Raw -639880.058245 + Penalty 2820.389278 = -637059.668966
  nChanged 10
		SP:Iteration 71Q (8567.950000 sec): 3 clusters
  Score: Raw -639882.306981 + Penalty 2820.389278 = -637061.917703
  nChanged 9
		SP:Iteration 72Q (8568.170000 sec): 3 clusters
  Score: Raw -639884.306277 + Penalty 2820.389278 = -637063.916999
  nChanged 10
		SP:Iteration 73Q (8568.350000 sec): 3 clusters
  Score: Raw -639886.648209 + Penalty 2820.389278 = -637066.258931
  nChanged 11
		SP:Iteration 74Q (8568.530000 sec): 3 clusters
  Score: Raw -639889.180769 + Penalty 2820.389278 = -637068.791491
  nChanged 10
		SP:Iteration 75Q (8568.750000 sec): 3 clusters
  Score: Raw -639891.224250 + Penalty 2820.389278 = -637070.834972
  nChanged 10
		SP:Iteration 76Q (8568.950000 sec): 3 clusters
  Score: Raw -639893.701341 + Penalty 2820.389278 = -637073.312063
  nChanged 13
		SP:Iteration 77Q (8569.150000 sec): 3 clusters
  Score: Raw -639896.711927 + Penalty 2820.389278 = -637076.322649
  nChanged 13
		SP:Iteration 78Q (8569.380000 sec): 3 clusters
  Score: Raw -639899.783156 + Penalty 2820.389278 = -637079.393878
  nChanged 19
		SP:Iteration 79Q (8569.560000 sec): 3 clusters
  Score: Raw -639904.416753 + Penalty 2820.389278 = -637084.027475
  nChanged 16
		SP:Iteration 80F (8569.730000 sec): 3 clusters
  Score: Raw -639907.726081 + Penalty 2820.389278 = -637087.336803
  nChanged 16
		SP:Iteration 81Q (8569.920000 sec): 3 clusters
  Score: Raw -639910.881734 + Penalty 2820.389278 = -637090.492456
  nChanged 16
		SP:Iteration 82Q (8570.110000 sec): 3 clusters
  Score: Raw -639914.465389 + Penalty 2820.389278 = -637094.076111
  nChanged 18
		SP:Iteration 83Q (8570.310000 sec): 3 clusters
  Score: Raw -639917.883692 + Penalty 2820.389278 = -637097.494414
  nChanged 10
		SP:Iteration 84Q (8570.490000 sec): 3 clusters
  Score: Raw -639920.190278 + Penalty 2820.389278 = -637099.801000
  nChanged 10
		SP:Iteration 85Q (8570.670000 sec): 3 clusters
  Score: Raw -639922.588068 + Penalty 2820.389278 = -637102.198790
  nChanged 8
		SP:Iteration 86Q (8570.910000 sec): 3 clusters
  Score: Raw -639925.195507 + Penalty 2820.389278 = -637104.806229
  nChanged 10
		SP:Iteration 87Q (8571.070000 sec): 3 clusters
  Score: Raw -639928.433049 + Penalty 2820.389278 = -637108.043771
  nChanged 12
		SP:Iteration 88Q (8571.230000 sec): 3 clusters
  Score: Raw -639930.642100 + Penalty 2820.389278 = -637110.252822
  nChanged 5
		SP:Iteration 89Q (8571.450000 sec): 3 clusters
  Score: Raw -639931.477414 + Penalty 2820.389278 = -637111.088136
  nChanged 3
		SP:Iteration 90Q (8571.590000 sec): 3 clusters
  Score: Raw -639932.413984 + Penalty 2820.389278 = -637112.024706
  nChanged 5
		SP:Iteration 91Q (8571.810000 sec): 3 clusters
  Score: Raw -639933.620674 + Penalty 2820.389278 = -637113.231396
  nChanged 5
		SP:Iteration 92Q (8571.990000 sec): 3 clusters
  Score: Raw -639935.027143 + Penalty 2820.389278 = -637114.637865
  nChanged 5
		SP:Iteration 93Q (8572.160000 sec): 3 clusters
  Score: Raw -639936.305561 + Penalty 2820.389278 = -637115.916283
  nChanged 6
		SP:Iteration 94Q (8572.340000 sec): 3 clusters
  Score: Raw -639937.157071 + Penalty 2820.389278 = -637116.767793
  nChanged 4
		SP:Iteration 95Q (8572.540000 sec): 3 clusters
  Score: Raw -639937.713635 + Penalty 2820.389278 = -637117.324356
  nChanged 3
		SP:Iteration 96Q (8572.730000 sec): 3 clusters
  Score: Raw -639938.456322 + Penalty 2820.389278 = -637118.067044
  nChanged 6
		SP:Iteration 97Q (8572.890000 sec): 3 clusters
  Score: Raw -639939.369302 + Penalty 2820.389278 = -637118.980024
  nChanged 4
		SP:Iteration 98Q (8573.130000 sec): 3 clusters
  Score: Raw -639940.064056 + Penalty 2820.389278 = -637119.674778
  nChanged 6
		SP:Iteration 99Q (8573.310000 sec): 3 clusters
  Score: Raw -639940.805133 + Penalty 2820.389278 = -637120.415855
  nChanged 3
		SP:Iteration 100F (8573.510000 sec): 3 clusters
  Score: Raw -639941.304538 + Penalty 2820.389278 = -637120.915260
  nChanged 5
		SP:Iteration 101Q (8573.690000 sec): 3 clusters
  Score: Raw -639942.430121 + Penalty 2820.389278 = -637122.040842
  nChanged 10
		SP:Iteration 102Q (8573.870000 sec): 3 clusters
  Score: Raw -639944.984626 + Penalty 2820.389278 = -637124.595347
  nChanged 12
		SP:Iteration 103Q (8574.070000 sec): 3 clusters
  Score: Raw -639947.725778 + Penalty 2820.389278 = -637127.336500
  nChanged 9
		SP:Iteration 104Q (8574.280000 sec): 3 clusters
  Score: Raw -639949.903466 + Penalty 2820.389278 = -637129.514188
  nChanged 8
		SP:Iteration 105Q (8574.440000 sec): 3 clusters
  Score: Raw -639951.531202 + Penalty 2820.389278 = -637131.141924
  nChanged 8
		SP:Iteration 106Q (8574.670000 sec): 3 clusters
  Score: Raw -639953.656719 + Penalty 2820.389278 = -637133.267441
  nChanged 10
		SP:Iteration 107Q (8574.860000 sec): 3 clusters
  Score: Raw -639956.425678 + Penalty 2820.389278 = -637136.036400
  nChanged 6
		SP:Iteration 108Q (8575.060000 sec): 3 clusters
  Score: Raw -639957.536080 + Penalty 2820.389278 = -637137.146802
  nChanged 8
		SP:Iteration 109Q (8575.290000 sec): 3 clusters
  Score: Raw -639959.266840 + Penalty 2820.389278 = -637138.877562
  nChanged 8
		SP:Iteration 110Q (8575.480000 sec): 3 clusters
  Score: Raw -639960.677087 + Penalty 2820.389278 = -637140.287809
  nChanged 6
		SP:Iteration 111Q (8575.700000 sec): 3 clusters
  Score: Raw -639961.624683 + Penalty 2820.389278 = -637141.235405
  nChanged 2
		SP:Iteration 112Q (8575.910000 sec): 3 clusters
  Score: Raw -639961.895068 + Penalty 2820.389278 = -637141.505790
  nChanged 1
		SP:Iteration 113Q (8576.120000 sec): 3 clusters
  Score: Raw -639962.008522 + Penalty 2820.389278 = -637141.619244
  nChanged 0
		SP:Iteration 114F (8576.330000 sec): 3 clusters
  Score: Raw -639962.008522 + Penalty 2820.389278 = -637141.619244
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8576.410000 sec): 2 clusters
  Score: Raw -570676.365723 + Penalty 1388.626175 = -569287.739548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8576.610000 sec): 3 clusters
  Score: Raw -568045.912527 + Penalty 2777.252350 = -565268.660177
  nChanged 2074
		SP:Iteration 1F (8576.830000 sec): 3 clusters
  Score: Raw -569163.299367 + Penalty 2777.252350 = -566386.047017
  nChanged 379
		SP:Iteration 2F (8577.030000 sec): 3 clusters
  Score: Raw -569347.246494 + Penalty 2777.252350 = -566569.994144
  nChanged 249
		SP:Iteration 3Q (8577.250000 sec): 3 clusters
  Score: Raw -569487.540440 + Penalty 2777.252350 = -566710.288090
  nChanged 219
		SP:Iteration 4Q (8577.410000 sec): 3 clusters
  Score: Raw -569615.124890 + Penalty 2777.252350 = -566837.872540
  nChanged 207
		SP:Iteration 5Q (8577.620000 sec): 3 clusters
  Score: Raw -569723.848970 + Penalty 2777.252350 = -566946.596620
  nChanged 183
		SP:Iteration 6Q (8577.790000 sec): 3 clusters
  Score: Raw -569817.654647 + Penalty 2777.252350 = -567040.402297
  nChanged 151
		SP:Iteration 7Q (8577.990000 sec): 3 clusters
  Score: Raw -569896.880684 + Penalty 2777.252350 = -567119.628334
  nChanged 161
		SP:Iteration 8Q (8578.210000 sec): 3 clusters
  Score: Raw -569971.916758 + Penalty 2777.252350 = -567194.664408
  nChanged 122
		SP:Iteration 9Q (8578.410000 sec): 3 clusters
  Score: Raw -570031.499333 + Penalty 2777.252350 = -567254.246983
  nChanged 127
		SP:Iteration 10Q (8578.620000 sec): 3 clusters
  Score: Raw -570094.541593 + Penalty 2777.252350 = -567317.289243
  nChanged 122
		SP:Iteration 11Q (8578.770000 sec): 3 clusters
  Score: Raw -570161.703735 + Penalty 2777.252350 = -567384.451386
  nChanged 121
		SP:Iteration 12Q (8578.970000 sec): 3 clusters
  Score: Raw -570232.796517 + Penalty 2777.252350 = -567455.544167
  nChanged 122
		SP:Iteration 13Q (8579.150000 sec): 3 clusters
  Score: Raw -570293.937715 + Penalty 2777.252350 = -567516.685365
  nChanged 119
		SP:Iteration 14Q (8579.370000 sec): 3 clusters
  Score: Raw -570366.298223 + Penalty 2777.252350 = -567589.045873
  nChanged 118
		SP:Iteration 15Q (8579.540000 sec): 3 clusters
  Score: Raw -570436.305446 + Penalty 2777.252350 = -567659.053097
  nChanged 103
		SP:Iteration 16Q (8579.760000 sec): 3 clusters
  Score: Raw -570491.857611 + Penalty 2777.252350 = -567714.605261
  nChanged 93
		SP:Iteration 17Q (8579.950000 sec): 3 clusters
  Score: Raw -570539.689616 + Penalty 2777.252350 = -567762.437266
  nChanged 84
		SP:Iteration 18Q (8580.150000 sec): 3 clusters
  Score: Raw -570584.216137 + Penalty 2777.252350 = -567806.963788
  nChanged 80
		SP:Iteration 19Q (8580.390000 sec): 3 clusters
  Score: Raw -570628.364817 + Penalty 2777.252350 = -567851.112467
  nChanged 79
		SP:Iteration 20F (8580.540000 sec): 3 clusters
  Score: Raw -570672.524229 + Penalty 2777.252350 = -567895.271879
  nChanged 83
		SP:Iteration 21Q (8580.770000 sec): 3 clusters
  Score: Raw -570718.819659 + Penalty 2777.252350 = -567941.567309
  nChanged 75
		SP:Iteration 22Q (8581.010000 sec): 3 clusters
  Score: Raw -570758.559863 + Penalty 2777.252350 = -567981.307513
  nChanged 68
		SP:Iteration 23Q (8581.230000 sec): 3 clusters
  Score: Raw -570792.546780 + Penalty 2777.252350 = -568015.294430
  nChanged 55
		SP:Iteration 24Q (8581.410000 sec): 3 clusters
  Score: Raw -570816.173893 + Penalty 2777.252350 = -568038.921543
  nChanged 47
		SP:Iteration 25Q (8581.630000 sec): 3 clusters
  Score: Raw -570834.871425 + Penalty 2777.252350 = -568057.619075
  nChanged 46
		SP:Iteration 26Q (8581.830000 sec): 3 clusters
  Score: Raw -570860.108899 + Penalty 2777.252350 = -568082.856549
  nChanged 51
		SP:Iteration 27Q (8582.040000 sec): 3 clusters
  Score: Raw -570882.491901 + Penalty 2777.252350 = -568105.239551
  nChanged 44
		SP:Iteration 28Q (8582.230000 sec): 3 clusters
  Score: Raw -570902.873172 + Penalty 2777.252350 = -568125.620823
  nChanged 40
		SP:Iteration 29Q (8582.430000 sec): 3 clusters
  Score: Raw -570924.723450 + Penalty 2777.252350 = -568147.471100
  nChanged 44
		SP:Iteration 30Q (8582.610000 sec): 3 clusters
  Score: Raw -570948.137839 + Penalty 2777.252350 = -568170.885489
  nChanged 37
		SP:Iteration 31Q (8582.850000 sec): 3 clusters
  Score: Raw -570964.055516 + Penalty 2777.252350 = -568186.803166
  nChanged 37
		SP:Iteration 32Q (8583.060000 sec): 3 clusters
  Score: Raw -570980.821730 + Penalty 2777.252350 = -568203.569380
  nChanged 34
		SP:Iteration 33Q (8583.210000 sec): 3 clusters
  Score: Raw -570995.440131 + Penalty 2777.252350 = -568218.187781
  nChanged 27
		SP:Iteration 34Q (8583.390000 sec): 3 clusters
  Score: Raw -571008.632861 + Penalty 2777.252350 = -568231.380511
  nChanged 28
		SP:Iteration 35Q (8583.580000 sec): 3 clusters
  Score: Raw -571020.492270 + Penalty 2777.252350 = -568243.239920
  nChanged 36
		SP:Iteration 36Q (8583.760000 sec): 3 clusters
  Score: Raw -571034.046115 + Penalty 2777.252350 = -568256.793765
  nChanged 19
		SP:Iteration 37Q (8583.970000 sec): 3 clusters
  Score: Raw -571040.609292 + Penalty 2777.252350 = -568263.356942
  nChanged 18
		SP:Iteration 38Q (8584.170000 sec): 3 clusters
  Score: Raw -571046.369833 + Penalty 2777.252350 = -568269.117483
  nChanged 14
		SP:Iteration 39Q (8584.330000 sec): 3 clusters
  Score: Raw -571050.462855 + Penalty 2777.252350 = -568273.210506
  nChanged 12
		SP:Iteration 40F (8584.550000 sec): 3 clusters
  Score: Raw -571053.679707 + Penalty 2777.252350 = -568276.427357
  nChanged 4
		SP:Iteration 41Q (8584.790000 sec): 3 clusters
  Score: Raw -571055.404467 + Penalty 2777.252350 = -568278.152117
  nChanged 3
		SP:Iteration 42Q (8584.990000 sec): 3 clusters
  Score: Raw -571056.092463 + Penalty 2777.252350 = -568278.840113
  nChanged 6
		SP:Iteration 43Q (8585.180000 sec): 3 clusters
  Score: Raw -571057.164045 + Penalty 2777.252350 = -568279.911695
  nChanged 4
		SP:Iteration 44Q (8585.410000 sec): 3 clusters
  Score: Raw -571058.067536 + Penalty 2777.252350 = -568280.815187
  nChanged 3
		SP:Iteration 45Q (8585.570000 sec): 3 clusters
  Score: Raw -571059.132403 + Penalty 2777.252350 = -568281.880053
  nChanged 7
		SP:Iteration 46Q (8585.810000 sec): 3 clusters
  Score: Raw -571061.881903 + Penalty 2777.252350 = -568284.629553
  nChanged 9
		SP:Iteration 47Q (8585.990000 sec): 3 clusters
  Score: Raw -571064.376276 + Penalty 2777.252350 = -568287.123926
  nChanged 8
		SP:Iteration 48Q (8586.180000 sec): 3 clusters
  Score: Raw -571066.569979 + Penalty 2777.252350 = -568289.317629
  nChanged 4
		SP:Iteration 49Q (8586.330000 sec): 3 clusters
  Score: Raw -571068.005894 + Penalty 2777.252350 = -568290.753544
  nChanged 6
		SP:Iteration 50Q (8586.570000 sec): 3 clusters
  Score: Raw -571069.643402 + Penalty 2777.252350 = -568292.391052
  nChanged 4
		SP:Iteration 51Q (8586.730000 sec): 3 clusters
  Score: Raw -571070.577509 + Penalty 2777.252350 = -568293.325159
  nChanged 2
		SP:Iteration 52Q (8586.920000 sec): 3 clusters
  Score: Raw -571070.933412 + Penalty 2777.252350 = -568293.681062
  nChanged 2
		SP:Iteration 53Q (8587.200000 sec): 3 clusters
  Score: Raw -571071.350915 + Penalty 2777.252350 = -568294.098565
  nChanged 2
		SP:Iteration 54Q (8587.400000 sec): 3 clusters
  Score: Raw -571071.700983 + Penalty 2777.252350 = -568294.448633
  nChanged 3
		SP:Iteration 55Q (8587.610000 sec): 3 clusters
  Score: Raw -571072.195901 + Penalty 2777.252350 = -568294.943551
  nChanged 1
		SP:Iteration 56Q (8587.820000 sec): 3 clusters
  Score: Raw -571072.346042 + Penalty 2777.252350 = -568295.093692
  nChanged 0
		SP:Iteration 57F (8588.040000 sec): 3 clusters
  Score: Raw -571072.346042 + Penalty 2777.252350 = -568295.093692
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (270631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8589.370000 sec): 2 clusters
  Score: Raw -30667743.831588 + Penalty 2032.633127 = -30665711.198461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8590.680000 sec): 3 clusters
  Score: Raw -30487329.770153 + Penalty 4065.266253 = -30483264.503900
  nChanged 131438
		SP:Iteration 1F (8591.920000 sec): 3 clusters
  Score: Raw -30565159.050082 + Penalty 4065.266253 = -30561093.783828
  nChanged 7282
		SP:Iteration 2Q (8593.420000 sec): 3 clusters
  Score: Raw -30566648.079180 + Penalty 4065.266253 = -30562582.812926
  nChanged 8081
		SP:Iteration 3Q (8594.970000 sec): 3 clusters
  Score: Raw -30568657.702785 + Penalty 4065.266253 = -30564592.436532
  nChanged 9530
		SP:Iteration 4Q (8596.320000 sec): 3 clusters
  Score: Raw -30571677.127622 + Penalty 4065.266253 = -30567611.861369
  nChanged 11487
		SP:Iteration 5Q (8597.760000 sec): 3 clusters
  Score: Raw -30576339.719669 + Penalty 4065.266253 = -30572274.453415
  nChanged 13830
		SP:Iteration 6F (8599.130000 sec): 3 clusters
  Score: Raw -30583356.977222 + Penalty 4065.266253 = -30579291.710969
  nChanged 16209
		SP:Iteration 7F (8600.470000 sec): 3 clusters
  Score: Raw -30594023.826870 + Penalty 4065.266253 = -30589958.560617
  nChanged 17940
		SP:Iteration 8F (8601.920000 sec): 3 clusters
  Score: Raw -30608703.499336 + Penalty 4065.266253 = -30604638.233082
  nChanged 17428
		SP:Iteration 9F (8603.380000 sec): 3 clusters
  Score: Raw -30623218.834769 + Penalty 4065.266253 = -30619153.568516
  nChanged 13656
		SP:Iteration 10F (8604.900000 sec): 3 clusters
  Score: Raw -30631038.882959 + Penalty 4065.266253 = -30626973.616706
  nChanged 8487
		SP:Iteration 11Q (8606.440000 sec): 3 clusters
  Score: Raw -30634232.224971 + Penalty 4065.266253 = -30630166.958717
  nChanged 5399
		SP:Iteration 12Q (8607.950000 sec): 3 clusters
  Score: Raw -30636217.149281 + Penalty 4065.266253 = -30632151.883028
  nChanged 4863
		SP:Iteration 13Q (8609.510000 sec): 3 clusters
  Score: Raw -30638039.748269 + Penalty 4065.266253 = -30633974.482016
  nChanged 4631
		SP:Iteration 14Q (8611.120000 sec): 3 clusters
  Score: Raw -30639747.855392 + Penalty 4065.266253 = -30635682.589139
  nChanged 4532
		SP:Iteration 15Q (8612.780000 sec): 3 clusters
  Score: Raw -30641369.956460 + Penalty 4065.266253 = -30637304.690207
  nChanged 4353
		SP:Iteration 16Q (8614.260000 sec): 3 clusters
  Score: Raw -30642922.964530 + Penalty 4065.266253 = -30638857.698277
  nChanged 4330
		SP:Iteration 17Q (8615.740000 sec): 3 clusters
  Score: Raw -30644450.842855 + Penalty 4065.266253 = -30640385.576602
  nChanged 4252
		SP:Iteration 18Q (8617.260000 sec): 3 clusters
  Score: Raw -30645922.426543 + Penalty 4065.266253 = -30641857.160290
  nChanged 4085
		SP:Iteration 19Q (8618.780000 sec): 3 clusters
  Score: Raw -30647336.075465 + Penalty 4065.266253 = -30643270.809212
  nChanged 3969
		SP:Iteration 20F (8620.390000 sec): 3 clusters
  Score: Raw -30648657.770333 + Penalty 4065.266253 = -30644592.504080
  nChanged 3743
		SP:Iteration 21Q (8621.900000 sec): 3 clusters
  Score: Raw -30649928.910902 + Penalty 4065.266253 = -30645863.644649
  nChanged 3663
		SP:Iteration 22Q (8623.340000 sec): 3 clusters
  Score: Raw -30651203.986296 + Penalty 4065.266253 = -30647138.720043
  nChanged 3553
		SP:Iteration 23Q (8624.640000 sec): 3 clusters
  Score: Raw -30652444.724169 + Penalty 4065.266253 = -30648379.457916
  nChanged 3314
		SP:Iteration 24Q (8625.880000 sec): 3 clusters
  Score: Raw -30653612.548775 + Penalty 4065.266253 = -30649547.282522
  nChanged 3174
		SP:Iteration 25Q (8627.080000 sec): 3 clusters
  Score: Raw -30654765.778372 + Penalty 4065.266253 = -30650700.512119
  nChanged 3068
		SP:Iteration 26Q (8628.370000 sec): 3 clusters
  Score: Raw -30655938.301596 + Penalty 4065.266253 = -30651873.035342
  nChanged 3006
		SP:Iteration 27Q (8629.590000 sec): 3 clusters
  Score: Raw -30657130.800207 + Penalty 4065.266253 = -30653065.533954
  nChanged 2818
		SP:Iteration 28Q (8630.830000 sec): 3 clusters
  Score: Raw -30658237.107781 + Penalty 4065.266253 = -30654171.841528
  nChanged 2588
		SP:Iteration 29Q (8632.130000 sec): 3 clusters
  Score: Raw -30659227.269998 + Penalty 4065.266253 = -30655162.003745
  nChanged 2393
		SP:Iteration 30Q (8633.370000 sec): 3 clusters
  Score: Raw -30660157.231679 + Penalty 4065.266253 = -30656091.965426
  nChanged 2175
		SP:Iteration 31Q (8634.680000 sec): 3 clusters
  Score: Raw -30660969.967525 + Penalty 4065.266253 = -30656904.701272
  nChanged 2058
		SP:Iteration 32Q (8636.090000 sec): 3 clusters
  Score: Raw -30661731.113582 + Penalty 4065.266253 = -30657665.847329
  nChanged 1844
		SP:Iteration 33Q (8637.460000 sec): 3 clusters
  Score: Raw -30662374.042146 + Penalty 4065.266253 = -30658308.775893
  nChanged 1702
		SP:Iteration 34Q (8638.820000 sec): 3 clusters
  Score: Raw -30662957.242481 + Penalty 4065.266253 = -30658891.976228
  nChanged 1600
		SP:Iteration 35Q (8640.230000 sec): 3 clusters
  Score: Raw -30663509.692573 + Penalty 4065.266253 = -30659444.426320
  nChanged 1500
		SP:Iteration 36Q (8641.770000 sec): 3 clusters
  Score: Raw -30664052.746810 + Penalty 4065.266253 = -30659987.480557
  nChanged 1443
		SP:Iteration 37Q (8643.260000 sec): 3 clusters
  Score: Raw -30664599.187602 + Penalty 4065.266253 = -30660533.921349
  nChanged 1335
		SP:Iteration 38Q (8644.690000 sec): 3 clusters
  Score: Raw -30665096.301301 + Penalty 4065.266253 = -30661031.035047
  nChanged 1161
		SP:Iteration 39Q (8646.070000 sec): 3 clusters
  Score: Raw -30665531.483119 + Penalty 4065.266253 = -30661466.216866
  nChanged 1010
		SP:Iteration 40F (8647.470000 sec): 3 clusters
  Score: Raw -30665915.350534 + Penalty 4065.266253 = -30661850.084281
  nChanged 893
		SP:Iteration 41Q (8648.700000 sec): 3 clusters
  Score: Raw -30666259.695203 + Penalty 4065.266253 = -30662194.428950
  nChanged 815
		SP:Iteration 42Q (8649.990000 sec): 3 clusters
  Score: Raw -30666579.289021 + Penalty 4065.266253 = -30662514.022768
  nChanged 677
		SP:Iteration 43Q (8651.450000 sec): 3 clusters
  Score: Raw -30666838.799892 + Penalty 4065.266253 = -30662773.533639
  nChanged 580
		SP:Iteration 44Q (8652.860000 sec): 3 clusters
  Score: Raw -30667068.592221 + Penalty 4065.266253 = -30663003.325968
  nChanged 475
		SP:Iteration 45Q (8654.190000 sec): 3 clusters
  Score: Raw -30667256.250780 + Penalty 4065.266253 = -30663190.984527
  nChanged 410
		SP:Iteration 46Q (8655.350000 sec): 3 clusters
  Score: Raw -30667421.824285 + Penalty 4065.266253 = -30663356.558032
  nChanged 340
		SP:Iteration 47Q (8656.650000 sec): 3 clusters
  Score: Raw -30667555.043357 + Penalty 4065.266253 = -30663489.777103
  nChanged 279
		SP:Iteration 48Q (8658.010000 sec): 3 clusters
  Score: Raw -30667668.850810 + Penalty 4065.266253 = -30663603.584557
  nChanged 228
		SP:Iteration 49Q (8659.180000 sec): 3 clusters
  Score: Raw -30667770.269355 + Penalty 4065.266253 = -30663705.003102
  nChanged 190
		SP:Iteration 50Q (8660.380000 sec): 3 clusters
  Score: Raw -30667862.572034 + Penalty 4065.266253 = -30663797.305781
  nChanged 157
		SP:Iteration 51Q (8661.740000 sec): 3 clusters
  Score: Raw -30667938.310457 + Penalty 4065.266253 = -30663873.044204
  nChanged 130
		SP:Iteration 52Q (8663.050000 sec): 3 clusters
  Score: Raw -30667989.731133 + Penalty 4065.266253 = -30663924.464880
  nChanged 97
		SP:Iteration 53Q (8664.410000 sec): 3 clusters
  Score: Raw -30668029.947200 + Penalty 4065.266253 = -30663964.680947
  nChanged 73
		SP:Iteration 54Q (8665.780000 sec): 3 clusters
  Score: Raw -30668056.429572 + Penalty 4065.266253 = -30663991.163318
  nChanged 66
		SP:Iteration 55Q (8667.150000 sec): 3 clusters
  Score: Raw -30668078.676756 + Penalty 4065.266253 = -30664013.410503
  nChanged 55
		SP:Iteration 56Q (8668.480000 sec): 3 clusters
  Score: Raw -30668098.737726 + Penalty 4065.266253 = -30664033.471472
  nChanged 52
		SP:Iteration 57Q (8669.800000 sec): 3 clusters
  Score: Raw -30668117.223774 + Penalty 4065.266253 = -30664051.957521
  nChanged 44
		SP:Iteration 58Q (8671.070000 sec): 3 clusters
  Score: Raw -30668132.817688 + Penalty 4065.266253 = -30664067.551434
  nChanged 45
		SP:Iteration 59Q (8672.480000 sec): 3 clusters
  Score: Raw -30668152.152445 + Penalty 4065.266253 = -30664086.886192
  nChanged 39
		SP:Iteration 60F (8673.950000 sec): 3 clusters
  Score: Raw -30668166.757993 + Penalty 4065.266253 = -30664101.491740
  nChanged 32
		SP:Iteration 61Q (8675.230000 sec): 3 clusters
  Score: Raw -30668176.608677 + Penalty 4065.266253 = -30664111.342424
  nChanged 22
		SP:Iteration 62Q (8676.660000 sec): 3 clusters
  Score: Raw -30668182.960056 + Penalty 4065.266253 = -30664117.693803
  nChanged 18
		SP:Iteration 63Q (8677.940000 sec): 3 clusters
  Score: Raw -30668187.869371 + Penalty 4065.266253 = -30664122.603118
  nChanged 12
		SP:Iteration 64Q (8679.190000 sec): 3 clusters
  Score: Raw -30668190.544450 + Penalty 4065.266253 = -30664125.278197
  nChanged 8
		SP:Iteration 65Q (8680.570000 sec): 3 clusters
  Score: Raw -30668192.155789 + Penalty 4065.266253 = -30664126.889536
  nChanged 6
		SP:Iteration 66Q (8681.830000 sec): 3 clusters
  Score: Raw -30668193.708524 + Penalty 4065.266253 = -30664128.442271
  nChanged 9
		SP:Iteration 67Q (8682.860000 sec): 3 clusters
  Score: Raw -30668195.461859 + Penalty 4065.266253 = -30664130.195606
  nChanged 7
		SP:Iteration 68Q (8683.770000 sec): 3 clusters
  Score: Raw -30668196.676516 + Penalty 4065.266253 = -30664131.410263
  nChanged 2
		SP:Iteration 69Q (8684.660000 sec): 3 clusters
  Score: Raw -30668197.257135 + Penalty 4065.266253 = -30664131.990882
  nChanged 3
		SP:Iteration 70Q (8685.550000 sec): 3 clusters
  Score: Raw -30668197.782461 + Penalty 4065.266253 = -30664132.516208
  nChanged 2
		SP:Iteration 71Q (8686.560000 sec): 3 clusters
  Score: Raw -30668198.437318 + Penalty 4065.266253 = -30664133.171065
  nChanged 5
		SP:Iteration 72Q (8687.740000 sec): 3 clusters
  Score: Raw -30668199.487003 + Penalty 4065.266253 = -30664134.220750
  nChanged 2
		SP:Iteration 73Q (8688.790000 sec): 3 clusters
  Score: Raw -30668199.955976 + Penalty 4065.266253 = -30664134.689723
  nChanged 3
		SP:Iteration 74Q (8689.900000 sec): 3 clusters
  Score: Raw -30668200.841257 + Penalty 4065.266253 = -30664135.575004
  nChanged 3
		SP:Iteration 75Q (8690.970000 sec): 3 clusters
  Score: Raw -30668201.492223 + Penalty 4065.266253 = -30664136.225970
  nChanged 1
		SP:Iteration 76Q (8692.090000 sec): 3 clusters
  Score: Raw -30668201.810965 + Penalty 4065.266253 = -30664136.544712
  nChanged 1
		SP:Iteration 77Q (8693.250000 sec): 3 clusters
  Score: Raw -30668201.931599 + Penalty 4065.266253 = -30664136.665346
  nChanged 0
		SP:Iteration 78F (8694.510000 sec): 3 clusters
  Score: Raw -30668201.931599 + Penalty 4065.266253 = -30664136.665346
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8694.820000 sec): 2 clusters
  Score: Raw -1214638.539295 + Penalty 1504.763400 = -1213133.775894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8695.010000 sec): 3 clusters
  Score: Raw -1208705.965160 + Penalty 3009.526801 = -1205696.438359
  nChanged 4432
		SP:Iteration 1F (8695.230000 sec): 3 clusters
  Score: Raw -1211048.797868 + Penalty 3009.526801 = -1208039.271067
  nChanged 580
		SP:Iteration 2F (8695.480000 sec): 3 clusters
  Score: Raw -1211296.125462 + Penalty 3009.526801 = -1208286.598661
  nChanged 516
		SP:Iteration 3Q (8695.730000 sec): 3 clusters
  Score: Raw -1211502.140133 + Penalty 3009.526801 = -1208492.613332
  nChanged 496
		SP:Iteration 4Q (8695.930000 sec): 3 clusters
  Score: Raw -1211718.686686 + Penalty 3009.526801 = -1208709.159886
  nChanged 487
		SP:Iteration 5Q (8696.190000 sec): 3 clusters
  Score: Raw -1211964.579106 + Penalty 3009.526801 = -1208955.052305
  nChanged 537
		SP:Iteration 6F (8696.350000 sec): 3 clusters
  Score: Raw -1212297.731328 + Penalty 3009.526801 = -1209288.204527
  nChanged 599
		SP:Iteration 7F (8696.560000 sec): 3 clusters
  Score: Raw -1212739.003380 + Penalty 3009.526801 = -1209729.476579
  nChanged 658
		SP:Iteration 8F (8696.780000 sec): 3 clusters
  Score: Raw -1213285.223022 + Penalty 3009.526801 = -1210275.696221
  nChanged 602
		SP:Iteration 9F (8697.000000 sec): 3 clusters
  Score: Raw -1213842.386679 + Penalty 3009.526801 = -1210832.859878
  nChanged 431
		SP:Iteration 10Q (8697.240000 sec): 3 clusters
  Score: Raw -1214274.157198 + Penalty 3009.526801 = -1211264.630397
  nChanged 255
		SP:Iteration 11Q (8697.450000 sec): 3 clusters
  Score: Raw -1214552.042670 + Penalty 3009.526801 = -1211542.515870
  nChanged 120
		SP:Iteration 12Q (8697.700000 sec): 3 clusters
  Score: Raw -1214689.410587 + Penalty 3009.526801 = -1211679.883787
  nChanged 39
		SP:Iteration 13Q (8697.880000 sec): 3 clusters
  Score: Raw -1214743.936174 + Penalty 3009.526801 = -1211734.409373
  nChanged 24
		SP:Iteration 14Q (8698.110000 sec): 3 clusters
  Score: Raw -1214778.575240 + Penalty 3009.526801 = -1211769.048440
  nChanged 15
		SP:Iteration 15Q (8698.300000 sec): 3 clusters
  Score: Raw -1214797.200986 + Penalty 3009.526801 = -1211787.674186
  nChanged 7
		SP:Iteration 16Q (8698.550000 sec): 3 clusters
  Score: Raw -1214808.772209 + Penalty 3009.526801 = -1211799.245408
  nChanged 7
		SP:Iteration 17Q (8698.750000 sec): 3 clusters
  Score: Raw -1214819.295032 + Penalty 3009.526801 = -1211809.768232
  nChanged 1
		SP:Iteration 18Q (8698.940000 sec): 3 clusters
  Score: Raw -1214820.934068 + Penalty 3009.526801 = -1211811.407267
  nChanged 0
		SP:Iteration 19F (8699.150000 sec): 3 clusters
  Score: Raw -1214820.934068 + Penalty 3009.526801 = -1211811.407267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8699.250000 sec): 2 clusters
  Score: Raw -416765.864096 + Penalty 1347.335576 = -415418.528520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8699.420000 sec): 3 clusters
  Score: Raw -414780.002110 + Penalty 2694.671152 = -412085.330958
  nChanged 1601
		SP:Iteration 1F (8699.630000 sec): 3 clusters
  Score: Raw -415883.088090 + Penalty 2694.671152 = -413188.416938
  nChanged 378
		SP:Iteration 2F (8699.850000 sec): 3 clusters
  Score: Raw -416317.583428 + Penalty 2694.671152 = -413622.912276
  nChanged 314
		SP:Iteration 3F (8700.020000 sec): 3 clusters
  Score: Raw -416684.299797 + Penalty 2694.671152 = -413989.628645
  nChanged 264
		SP:Iteration 4F (8700.230000 sec): 3 clusters
  Score: Raw -416929.778262 + Penalty 2694.671152 = -414235.107110
  nChanged 225
		SP:Iteration 5F (8700.410000 sec): 3 clusters
  Score: Raw -417127.005581 + Penalty 2694.671152 = -414432.334429
  nChanged 182
		SP:Iteration 6Q (8700.610000 sec): 3 clusters
  Score: Raw -417271.964672 + Penalty 2694.671152 = -414577.293520
  nChanged 159
		SP:Iteration 7Q (8700.780000 sec): 3 clusters
  Score: Raw -417372.154476 + Penalty 2694.671152 = -414677.483324
  nChanged 113
		SP:Iteration 8Q (8700.960000 sec): 3 clusters
  Score: Raw -417428.508553 + Penalty 2694.671152 = -414733.837401
  nChanged 65
		SP:Iteration 9Q (8701.150000 sec): 3 clusters
  Score: Raw -417453.524038 + Penalty 2694.671152 = -414758.852887
  nChanged 37
		SP:Iteration 10Q (8701.310000 sec): 3 clusters
  Score: Raw -417466.066424 + Penalty 2694.671152 = -414771.395272
  nChanged 30
		SP:Iteration 11Q (8701.500000 sec): 3 clusters
  Score: Raw -417475.631786 + Penalty 2694.671152 = -414780.960634
  nChanged 25
		SP:Iteration 12Q (8701.690000 sec): 3 clusters
  Score: Raw -417487.607794 + Penalty 2694.671152 = -414792.936643
  nChanged 32
		SP:Iteration 13Q (8701.910000 sec): 3 clusters
  Score: Raw -417501.050176 + Penalty 2694.671152 = -414806.379024
  nChanged 21
		SP:Iteration 14Q (8702.080000 sec): 3 clusters
  Score: Raw -417507.400585 + Penalty 2694.671152 = -414812.729433
  nChanged 22
		SP:Iteration 15Q (8702.280000 sec): 3 clusters
  Score: Raw -417515.203813 + Penalty 2694.671152 = -414820.532661
  nChanged 27
		SP:Iteration 16Q (8702.480000 sec): 3 clusters
  Score: Raw -417524.164102 + Penalty 2694.671152 = -414829.492950
  nChanged 22
		SP:Iteration 17Q (8702.710000 sec): 3 clusters
  Score: Raw -417530.629970 + Penalty 2694.671152 = -414835.958818
  nChanged 10
		SP:Iteration 18Q (8702.890000 sec): 3 clusters
  Score: Raw -417533.608629 + Penalty 2694.671152 = -414838.937477
  nChanged 13
		SP:Iteration 19Q (8703.060000 sec): 3 clusters
  Score: Raw -417536.954739 + Penalty 2694.671152 = -414842.283587
  nChanged 10
		SP:Iteration 20F (8703.280000 sec): 3 clusters
  Score: Raw -417538.880403 + Penalty 2694.671152 = -414844.209251
  nChanged 6
		SP:Iteration 21Q (8703.490000 sec): 3 clusters
  Score: Raw -417540.542344 + Penalty 2694.671152 = -414845.871193
  nChanged 3
		SP:Iteration 22Q (8703.700000 sec): 3 clusters
  Score: Raw -417540.987890 + Penalty 2694.671152 = -414846.316738
  nChanged 1
		SP:Iteration 23Q (8703.900000 sec): 3 clusters
  Score: Raw -417541.407289 + Penalty 2694.671152 = -414846.736138
  nChanged 3
		SP:Iteration 24Q (8704.100000 sec): 3 clusters
  Score: Raw -417542.236746 + Penalty 2694.671152 = -414847.565594
  nChanged 5
		SP:Iteration 25Q (8704.300000 sec): 3 clusters
  Score: Raw -417542.831347 + Penalty 2694.671152 = -414848.160195
  nChanged 4
		SP:Iteration 26Q (8704.500000 sec): 3 clusters
  Score: Raw -417543.788310 + Penalty 2694.671152 = -414849.117158
  nChanged 4
		SP:Iteration 27Q (8704.690000 sec): 3 clusters
  Score: Raw -417544.647763 + Penalty 2694.671152 = -414849.976611
  nChanged 5
		SP:Iteration 28Q (8704.880000 sec): 3 clusters
  Score: Raw -417545.499844 + Penalty 2694.671152 = -414850.828693
  nChanged 5
		SP:Iteration 29Q (8705.100000 sec): 3 clusters
  Score: Raw -417546.856315 + Penalty 2694.671152 = -414852.185163
  nChanged 11
		SP:Iteration 30Q (8705.280000 sec): 3 clusters
  Score: Raw -417549.723375 + Penalty 2694.671152 = -414855.052223
  nChanged 12
		SP:Iteration 31Q (8705.490000 sec): 3 clusters
  Score: Raw -417551.885014 + Penalty 2694.671152 = -414857.213862
  nChanged 7
		SP:Iteration 32Q (8705.680000 sec): 3 clusters
  Score: Raw -417553.205286 + Penalty 2694.671152 = -414858.534134
  nChanged 11
		SP:Iteration 33Q (8705.880000 sec): 3 clusters
  Score: Raw -417555.302522 + Penalty 2694.671152 = -414860.631371
  nChanged 9
		SP:Iteration 34Q (8706.070000 sec): 3 clusters
  Score: Raw -417557.230243 + Penalty 2694.671152 = -414862.559091
  nChanged 7
		SP:Iteration 35Q (8706.260000 sec): 3 clusters
  Score: Raw -417559.016345 + Penalty 2694.671152 = -414864.345193
  nChanged 8
		SP:Iteration 36Q (8706.450000 sec): 3 clusters
  Score: Raw -417560.561705 + Penalty 2694.671152 = -414865.890553
  nChanged 11
		SP:Iteration 37Q (8706.650000 sec): 3 clusters
  Score: Raw -417562.835647 + Penalty 2694.671152 = -414868.164495
  nChanged 8
		SP:Iteration 38Q (8706.870000 sec): 3 clusters
  Score: Raw -417564.461473 + Penalty 2694.671152 = -414869.790321
  nChanged 8
		SP:Iteration 39Q (8707.040000 sec): 3 clusters
  Score: Raw -417565.588228 + Penalty 2694.671152 = -414870.917076
  nChanged 6
		SP:Iteration 40F (8707.290000 sec): 3 clusters
  Score: Raw -417566.798955 + Penalty 2694.671152 = -414872.127803
  nChanged 6
		SP:Iteration 41Q (8707.480000 sec): 3 clusters
  Score: Raw -417568.061776 + Penalty 2694.671152 = -414873.390624
  nChanged 11
		SP:Iteration 42Q (8707.650000 sec): 3 clusters
  Score: Raw -417570.099172 + Penalty 2694.671152 = -414875.428020
  nChanged 5
		SP:Iteration 43Q (8707.830000 sec): 3 clusters
  Score: Raw -417570.776210 + Penalty 2694.671152 = -414876.105058
  nChanged 1
		SP:Iteration 44Q (8708.030000 sec): 3 clusters
  Score: Raw -417570.866252 + Penalty 2694.671152 = -414876.195100
  nChanged 0
		SP:Iteration 45F (8708.220000 sec): 3 clusters
  Score: Raw -417570.866252 + Penalty 2694.671152 = -414876.195100
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8708.440000 sec): 2 clusters
  Score: Raw -1979242.504349 + Penalty 1607.445368 = -1977635.058981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8708.680000 sec): 3 clusters
  Score: Raw -1967254.727911 + Penalty 3214.890736 = -1964039.837174
  nChanged 9000
		SP:Iteration 1F (8708.960000 sec): 3 clusters
  Score: Raw -1972926.731930 + Penalty 3214.890736 = -1969711.841193
  nChanged 1468
		SP:Iteration 2F (8709.210000 sec): 3 clusters
  Score: Raw -1973813.553216 + Penalty 3214.890736 = -1970598.662480
  nChanged 1338
		SP:Iteration 3F (8709.440000 sec): 3 clusters
  Score: Raw -1974569.912270 + Penalty 3214.890736 = -1971355.021533
  nChanged 1169
		SP:Iteration 4F (8709.710000 sec): 3 clusters
  Score: Raw -1975168.412446 + Penalty 3214.890736 = -1971953.521709
  nChanged 1024
		SP:Iteration 5F (8709.950000 sec): 3 clusters
  Score: Raw -1975652.578910 + Penalty 3214.890736 = -1972437.688173
  nChanged 879
		SP:Iteration 6Q (8710.190000 sec): 3 clusters
  Score: Raw -1976016.225744 + Penalty 3214.890736 = -1972801.335007
  nChanged 734
		SP:Iteration 7Q (8710.470000 sec): 3 clusters
  Score: Raw -1976277.587712 + Penalty 3214.890736 = -1973062.696976
  nChanged 592
		SP:Iteration 8Q (8710.700000 sec): 3 clusters
  Score: Raw -1976474.836303 + Penalty 3214.890736 = -1973259.945567
  nChanged 540
		SP:Iteration 9Q (8710.980000 sec): 3 clusters
  Score: Raw -1976650.669260 + Penalty 3214.890736 = -1973435.778524
  nChanged 469
		SP:Iteration 10Q (8711.240000 sec): 3 clusters
  Score: Raw -1976802.341332 + Penalty 3214.890736 = -1973587.450595
  nChanged 456
		SP:Iteration 11Q (8711.520000 sec): 3 clusters
  Score: Raw -1976961.251991 + Penalty 3214.890736 = -1973746.361254
  nChanged 478
		SP:Iteration 12Q (8711.740000 sec): 3 clusters
  Score: Raw -1977136.023853 + Penalty 3214.890736 = -1973921.133117
  nChanged 507
		SP:Iteration 13Q (8712.000000 sec): 3 clusters
  Score: Raw -1977327.080573 + Penalty 3214.890736 = -1974112.189837
  nChanged 519
		SP:Iteration 14Q (8712.260000 sec): 3 clusters
  Score: Raw -1977526.430628 + Penalty 3214.890736 = -1974311.539892
  nChanged 535
		SP:Iteration 15Q (8712.540000 sec): 3 clusters
  Score: Raw -1977748.962281 + Penalty 3214.890736 = -1974534.071544
  nChanged 537
		SP:Iteration 16Q (8712.830000 sec): 3 clusters
  Score: Raw -1977978.701217 + Penalty 3214.890736 = -1974763.810480
  nChanged 520
		SP:Iteration 17Q (8713.120000 sec): 3 clusters
  Score: Raw -1978217.874224 + Penalty 3214.890736 = -1975002.983487
  nChanged 501
		SP:Iteration 18Q (8713.420000 sec): 3 clusters
  Score: Raw -1978438.942110 + Penalty 3214.890736 = -1975224.051374
  nChanged 466
		SP:Iteration 19Q (8713.710000 sec): 3 clusters
  Score: Raw -1978647.510575 + Penalty 3214.890736 = -1975432.619839
  nChanged 407
		SP:Iteration 20F (8713.990000 sec): 3 clusters
  Score: Raw -1978830.116572 + Penalty 3214.890736 = -1975615.225836
  nChanged 379
		SP:Iteration 21Q (8714.300000 sec): 3 clusters
  Score: Raw -1979008.383863 + Penalty 3214.890736 = -1975793.493126
  nChanged 332
		SP:Iteration 22Q (8714.570000 sec): 3 clusters
  Score: Raw -1979174.023787 + Penalty 3214.890736 = -1975959.133050
  nChanged 315
		SP:Iteration 23Q (8714.890000 sec): 3 clusters
  Score: Raw -1979340.274525 + Penalty 3214.890736 = -1976125.383789
  nChanged 264
		SP:Iteration 24Q (8715.120000 sec): 3 clusters
  Score: Raw -1979474.202065 + Penalty 3214.890736 = -1976259.311328
  nChanged 215
		SP:Iteration 25Q (8715.410000 sec): 3 clusters
  Score: Raw -1979578.383949 + Penalty 3214.890736 = -1976363.493212
  nChanged 200
		SP:Iteration 26Q (8715.710000 sec): 3 clusters
  Score: Raw -1979671.710339 + Penalty 3214.890736 = -1976456.819602
  nChanged 137
		SP:Iteration 27Q (8715.940000 sec): 3 clusters
  Score: Raw -1979732.374074 + Penalty 3214.890736 = -1976517.483338
  nChanged 93
		SP:Iteration 28Q (8716.210000 sec): 3 clusters
  Score: Raw -1979768.926203 + Penalty 3214.890736 = -1976554.035467
  nChanged 63
		SP:Iteration 29Q (8716.470000 sec): 3 clusters
  Score: Raw -1979794.186156 + Penalty 3214.890736 = -1976579.295419
  nChanged 52
		SP:Iteration 30Q (8716.770000 sec): 3 clusters
  Score: Raw -1979814.005204 + Penalty 3214.890736 = -1976599.114468
  nChanged 44
		SP:Iteration 31Q (8717.040000 sec): 3 clusters
  Score: Raw -1979830.621349 + Penalty 3214.890736 = -1976615.730613
  nChanged 40
		SP:Iteration 32Q (8717.310000 sec): 3 clusters
  Score: Raw -1979849.510467 + Penalty 3214.890736 = -1976634.619731
  nChanged 33
		SP:Iteration 33Q (8717.510000 sec): 3 clusters
  Score: Raw -1979863.529295 + Penalty 3214.890736 = -1976648.638558
  nChanged 36
		SP:Iteration 34Q (8717.810000 sec): 3 clusters
  Score: Raw -1979876.623300 + Penalty 3214.890736 = -1976661.732564
  nChanged 23
		SP:Iteration 35Q (8718.080000 sec): 3 clusters
  Score: Raw -1979887.381776 + Penalty 3214.890736 = -1976672.491039
  nChanged 27
		SP:Iteration 36Q (8718.350000 sec): 3 clusters
  Score: Raw -1979902.999590 + Penalty 3214.890736 = -1976688.108854
  nChanged 26
		SP:Iteration 37Q (8718.640000 sec): 3 clusters
  Score: Raw -1979915.331254 + Penalty 3214.890736 = -1976700.440518
  nChanged 23
		SP:Iteration 38Q (8718.930000 sec): 3 clusters
  Score: Raw -1979922.053388 + Penalty 3214.890736 = -1976707.162651
  nChanged 14
		SP:Iteration 39Q (8719.200000 sec): 3 clusters
  Score: Raw -1979927.514551 + Penalty 3214.890736 = -1976712.623815
  nChanged 19
		SP:Iteration 40F (8719.460000 sec): 3 clusters
  Score: Raw -1979935.292993 + Penalty 3214.890736 = -1976720.402257
  nChanged 19
		SP:Iteration 41Q (8719.730000 sec): 3 clusters
  Score: Raw -1979943.173338 + Penalty 3214.890736 = -1976728.282601
  nChanged 16
		SP:Iteration 42Q (8720.010000 sec): 3 clusters
  Score: Raw -1979950.005870 + Penalty 3214.890736 = -1976735.115134
  nChanged 12
		SP:Iteration 43Q (8720.270000 sec): 3 clusters
  Score: Raw -1979956.500914 + Penalty 3214.890736 = -1976741.610177
  nChanged 16
		SP:Iteration 44Q (8720.550000 sec): 3 clusters
  Score: Raw -1979962.238447 + Penalty 3214.890736 = -1976747.347711
  nChanged 15
		SP:Iteration 45Q (8720.820000 sec): 3 clusters
  Score: Raw -1979968.893696 + Penalty 3214.890736 = -1976754.002960
  nChanged 16
		SP:Iteration 46Q (8721.100000 sec): 3 clusters
  Score: Raw -1979978.277747 + Penalty 3214.890736 = -1976763.387011
  nChanged 14
		SP:Iteration 47Q (8721.320000 sec): 3 clusters
  Score: Raw -1979986.067615 + Penalty 3214.890736 = -1976771.176878
  nChanged 13
		SP:Iteration 48Q (8721.620000 sec): 3 clusters
  Score: Raw -1979993.795522 + Penalty 3214.890736 = -1976778.904785
  nChanged 16
		SP:Iteration 49Q (8721.950000 sec): 3 clusters
  Score: Raw -1980002.212034 + Penalty 3214.890736 = -1976787.321297
  nChanged 14
		SP:Iteration 50Q (8722.180000 sec): 3 clusters
  Score: Raw -1980007.243339 + Penalty 3214.890736 = -1976792.352603
  nChanged 11
		SP:Iteration 51Q (8722.480000 sec): 3 clusters
  Score: Raw -1980011.243205 + Penalty 3214.890736 = -1976796.352469
  nChanged 13
		SP:Iteration 52Q (8722.760000 sec): 3 clusters
  Score: Raw -1980014.455851 + Penalty 3214.890736 = -1976799.565114
  nChanged 13
		SP:Iteration 53Q (8723.040000 sec): 3 clusters
  Score: Raw -1980021.444888 + Penalty 3214.890736 = -1976806.554152
  nChanged 13
		SP:Iteration 54Q (8723.350000 sec): 3 clusters
  Score: Raw -1980028.057900 + Penalty 3214.890736 = -1976813.167164
  nChanged 16
		SP:Iteration 55Q (8723.600000 sec): 3 clusters
  Score: Raw -1980037.147933 + Penalty 3214.890736 = -1976822.257197
  nChanged 22
		SP:Iteration 56Q (8723.850000 sec): 3 clusters
  Score: Raw -1980047.736023 + Penalty 3214.890736 = -1976832.845287
  nChanged 15
		SP:Iteration 57Q (8724.100000 sec): 3 clusters
  Score: Raw -1980054.435826 + Penalty 3214.890736 = -1976839.545090
  nChanged 10
		SP:Iteration 58Q (8724.440000 sec): 3 clusters
  Score: Raw -1980059.051098 + Penalty 3214.890736 = -1976844.160361
  nChanged 9
		SP:Iteration 59Q (8724.700000 sec): 3 clusters
  Score: Raw -1980062.831222 + Penalty 3214.890736 = -1976847.940485
  nChanged 5
		SP:Iteration 60F (8724.960000 sec): 3 clusters
  Score: Raw -1980064.373813 + Penalty 3214.890736 = -1976849.483076
  nChanged 3
		SP:Iteration 61Q (8725.240000 sec): 3 clusters
  Score: Raw -1980067.050156 + Penalty 3214.890736 = -1976852.159419
  nChanged 4
		SP:Iteration 62Q (8725.540000 sec): 3 clusters
  Score: Raw -1980068.264090 + Penalty 3214.890736 = -1976853.373353
  nChanged 5
		SP:Iteration 63Q (8725.780000 sec): 3 clusters
  Score: Raw -1980071.458338 + Penalty 3214.890736 = -1976856.567602
  nChanged 5
		SP:Iteration 64Q (8726.030000 sec): 3 clusters
  Score: Raw -1980073.360525 + Penalty 3214.890736 = -1976858.469788
  nChanged 4
		SP:Iteration 65Q (8726.260000 sec): 3 clusters
  Score: Raw -1980074.710805 + Penalty 3214.890736 = -1976859.820068
  nChanged 2
		SP:Iteration 66Q (8726.510000 sec): 3 clusters
  Score: Raw -1980075.940361 + Penalty 3214.890736 = -1976861.049625
  nChanged 2
		SP:Iteration 67Q (8726.820000 sec): 3 clusters
  Score: Raw -1980076.550095 + Penalty 3214.890736 = -1976861.659358
  nChanged 0
		SP:Iteration 68F (8727.110000 sec): 3 clusters
  Score: Raw -1980076.550095 + Penalty 3214.890736 = -1976861.659358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (4033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8727.190000 sec): 2 clusters
  Score: Raw -425641.658845 + Penalty 1349.118192 = -424292.540654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8727.390000 sec): 3 clusters
  Score: Raw -423735.822667 + Penalty 2698.236383 = -421037.586284
  nChanged 1566
		SP:Iteration 1F (8727.580000 sec): 3 clusters
  Score: Raw -425075.369345 + Penalty 2698.236383 = -422377.132962
  nChanged 475
		SP:Iteration 2F (8727.760000 sec): 3 clusters
  Score: Raw -425690.573982 + Penalty 2698.236383 = -422992.337599
  nChanged 361
		SP:Iteration 3F (8727.920000 sec): 3 clusters
  Score: Raw -426141.093873 + Penalty 2698.236383 = -423442.857490
  nChanged 258
		SP:Iteration 4F (8728.110000 sec): 3 clusters
  Score: Raw -426395.242457 + Penalty 2698.236383 = -423697.006073
  nChanged 163
		SP:Iteration 5Q (8728.240000 sec): 3 clusters
  Score: Raw -426529.347192 + Penalty 2698.236383 = -423831.110808
  nChanged 114
		SP:Iteration 6Q (8728.370000 sec): 3 clusters
  Score: Raw -426603.309342 + Penalty 2698.236383 = -423905.072958
  nChanged 79
		SP:Iteration 7Q (8728.600000 sec): 3 clusters
  Score: Raw -426649.136285 + Penalty 2698.236383 = -423950.899901
  nChanged 58
		SP:Iteration 8Q (8728.760000 sec): 3 clusters
  Score: Raw -426672.093251 + Penalty 2698.236383 = -423973.856868
  nChanged 28
		SP:Iteration 9Q (8728.940000 sec): 3 clusters
  Score: Raw -426681.439230 + Penalty 2698.236383 = -423983.202847
  nChanged 20
		SP:Iteration 10Q (8729.090000 sec): 3 clusters
  Score: Raw -426687.315629 + Penalty 2698.236383 = -423989.079246
  nChanged 14
		SP:Iteration 11Q (8729.280000 sec): 3 clusters
  Score: Raw -426691.305091 + Penalty 2698.236383 = -423993.068708
  nChanged 14
		SP:Iteration 12Q (8729.480000 sec): 3 clusters
  Score: Raw -426695.676131 + Penalty 2698.236383 = -423997.439747
  nChanged 15
		SP:Iteration 13Q (8729.700000 sec): 3 clusters
  Score: Raw -426698.998255 + Penalty 2698.236383 = -424000.761871
  nChanged 11
		SP:Iteration 14Q (8729.900000 sec): 3 clusters
  Score: Raw -426701.595374 + Penalty 2698.236383 = -424003.358990
  nChanged 7
		SP:Iteration 15Q (8730.070000 sec): 3 clusters
  Score: Raw -426703.320945 + Penalty 2698.236383 = -424005.084562
  nChanged 8
		SP:Iteration 16Q (8730.250000 sec): 3 clusters
  Score: Raw -426705.480968 + Penalty 2698.236383 = -424007.244584
  nChanged 7
		SP:Iteration 17Q (8730.440000 sec): 3 clusters
  Score: Raw -426707.490343 + Penalty 2698.236383 = -424009.253959
  nChanged 6
		SP:Iteration 18Q (8730.600000 sec): 3 clusters
  Score: Raw -426708.876132 + Penalty 2698.236383 = -424010.639749
  nChanged 9
		SP:Iteration 19Q (8730.780000 sec): 3 clusters
  Score: Raw -426710.680723 + Penalty 2698.236383 = -424012.444339
  nChanged 6
		SP:Iteration 20F (8731.020000 sec): 3 clusters
  Score: Raw -426711.767683 + Penalty 2698.236383 = -424013.531300
  nChanged 4
		SP:Iteration 21Q (8731.210000 sec): 3 clusters
  Score: Raw -426712.810278 + Penalty 2698.236383 = -424014.573894
  nChanged 5
		SP:Iteration 22Q (8731.430000 sec): 3 clusters
  Score: Raw -426714.074580 + Penalty 2698.236383 = -424015.838197
  nChanged 2
		SP:Iteration 23Q (8731.650000 sec): 3 clusters
  Score: Raw -426714.707821 + Penalty 2698.236383 = -424016.471438
  nChanged 3
		SP:Iteration 24Q (8731.810000 sec): 3 clusters
  Score: Raw -426716.035808 + Penalty 2698.236383 = -424017.799425
  nChanged 6
		SP:Iteration 25Q (8732.010000 sec): 3 clusters
  Score: Raw -426718.110215 + Penalty 2698.236383 = -424019.873831
  nChanged 9
		SP:Iteration 26Q (8732.200000 sec): 3 clusters
  Score: Raw -426721.206442 + Penalty 2698.236383 = -424022.970059
  nChanged 10
		SP:Iteration 27Q (8732.400000 sec): 3 clusters
  Score: Raw -426724.076609 + Penalty 2698.236383 = -424025.840225
  nChanged 16
		SP:Iteration 28Q (8732.640000 sec): 3 clusters
  Score: Raw -426729.722143 + Penalty 2698.236383 = -424031.485760
  nChanged 14
		SP:Iteration 29Q (8732.870000 sec): 3 clusters
  Score: Raw -426733.963334 + Penalty 2698.236383 = -424035.726951
  nChanged 8
		SP:Iteration 30Q (8733.050000 sec): 3 clusters
  Score: Raw -426736.170992 + Penalty 2698.236383 = -424037.934608
  nChanged 9
		SP:Iteration 31Q (8733.250000 sec): 3 clusters
  Score: Raw -426738.353189 + Penalty 2698.236383 = -424040.116805
  nChanged 6
		SP:Iteration 32Q (8733.460000 sec): 3 clusters
  Score: Raw -426739.512294 + Penalty 2698.236383 = -424041.275911
  nChanged 2
		SP:Iteration 33Q (8733.650000 sec): 3 clusters
  Score: Raw -426739.957046 + Penalty 2698.236383 = -424041.720663
  nChanged 2
		SP:Iteration 34Q (8733.820000 sec): 3 clusters
  Score: Raw -426740.393165 + Penalty 2698.236383 = -424042.156782
  nChanged 7
		SP:Iteration 35Q (8734.020000 sec): 3 clusters
  Score: Raw -426741.600386 + Penalty 2698.236383 = -424043.364002
  nChanged 5
		SP:Iteration 36Q (8734.190000 sec): 3 clusters
  Score: Raw -426742.548340 + Penalty 2698.236383 = -424044.311957
  nChanged 3
		SP:Iteration 37Q (8734.380000 sec): 3 clusters
  Score: Raw -426743.173363 + Penalty 2698.236383 = -424044.936980
  nChanged 2
		SP:Iteration 38Q (8734.580000 sec): 3 clusters
  Score: Raw -426744.002777 + Penalty 2698.236383 = -424045.766394
  nChanged 1
		SP:Iteration 39Q (8734.730000 sec): 3 clusters
  Score: Raw -426744.221949 + Penalty 2698.236383 = -424045.985565
  nChanged 1
		SP:Iteration 40F (8734.940000 sec): 3 clusters
  Score: Raw -426744.360923 + Penalty 2698.236383 = -424046.124539
  nChanged 1
		SP:Iteration 41Q (8735.140000 sec): 3 clusters
  Score: Raw -426744.484666 + Penalty 2698.236383 = -424046.248282
  nChanged 0
		SP:Iteration 42F (8735.340000 sec): 3 clusters
  Score: Raw -426744.484666 + Penalty 2698.236383 = -424046.248282
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (7034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8735.440000 sec): 2 clusters
  Score: Raw -764079.834698 + Penalty 1439.508007 = -762640.326691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8735.670000 sec): 3 clusters
  Score: Raw -760304.156121 + Penalty 2879.016014 = -757425.140107
  nChanged 2873
		SP:Iteration 1F (8735.880000 sec): 3 clusters
  Score: Raw -761810.966485 + Penalty 2879.016014 = -758931.950471
  nChanged 460
		SP:Iteration 2F (8736.070000 sec): 3 clusters
  Score: Raw -762046.400575 + Penalty 2879.016014 = -759167.384561
  nChanged 359
		SP:Iteration 3F (8736.270000 sec): 3 clusters
  Score: Raw -762220.675852 + Penalty 2879.016014 = -759341.659838
  nChanged 317
		SP:Iteration 4Q (8736.430000 sec): 3 clusters
  Score: Raw -762377.946001 + Penalty 2879.016014 = -759498.929986
  nChanged 290
		SP:Iteration 5Q (8736.670000 sec): 3 clusters
  Score: Raw -762534.352096 + Penalty 2879.016014 = -759655.336082
  nChanged 296
		SP:Iteration 6Q (8736.870000 sec): 3 clusters
  Score: Raw -762740.354237 + Penalty 2879.016014 = -759861.338222
  nChanged 317
		SP:Iteration 7Q (8737.080000 sec): 3 clusters
  Score: Raw -762979.504790 + Penalty 2879.016014 = -760100.488776
  nChanged 309
		SP:Iteration 8Q (8737.290000 sec): 3 clusters
  Score: Raw -763205.972059 + Penalty 2879.016014 = -760326.956045
  nChanged 309
		SP:Iteration 9Q (8737.510000 sec): 3 clusters
  Score: Raw -763426.971241 + Penalty 2879.016014 = -760547.955226
  nChanged 246
		SP:Iteration 10Q (8737.690000 sec): 3 clusters
  Score: Raw -763602.542121 + Penalty 2879.016014 = -760723.526107
  nChanged 201
		SP:Iteration 11Q (8737.880000 sec): 3 clusters
  Score: Raw -763754.003955 + Penalty 2879.016014 = -760874.987941
  nChanged 157
		SP:Iteration 12Q (8738.060000 sec): 3 clusters
  Score: Raw -763865.866016 + Penalty 2879.016014 = -760986.850001
  nChanged 110
		SP:Iteration 13Q (8738.290000 sec): 3 clusters
  Score: Raw -763942.753945 + Penalty 2879.016014 = -761063.737931
  nChanged 91
		SP:Iteration 14Q (8738.500000 sec): 3 clusters
  Score: Raw -764002.350171 + Penalty 2879.016014 = -761123.334157
  nChanged 92
		SP:Iteration 15Q (8738.680000 sec): 3 clusters
  Score: Raw -764060.035025 + Penalty 2879.016014 = -761181.019011
  nChanged 67
		SP:Iteration 16Q (8738.890000 sec): 3 clusters
  Score: Raw -764103.064834 + Penalty 2879.016014 = -761224.048820
  nChanged 51
		SP:Iteration 17Q (8739.090000 sec): 3 clusters
  Score: Raw -764132.447626 + Penalty 2879.016014 = -761253.431612
  nChanged 39
		SP:Iteration 18Q (8739.290000 sec): 3 clusters
  Score: Raw -764161.215081 + Penalty 2879.016014 = -761282.199067
  nChanged 41
		SP:Iteration 19Q (8739.480000 sec): 3 clusters
  Score: Raw -764195.707725 + Penalty 2879.016014 = -761316.691711
  nChanged 46
		SP:Iteration 20F (8739.710000 sec): 3 clusters
  Score: Raw -764231.378081 + Penalty 2879.016014 = -761352.362067
  nChanged 32
		SP:Iteration 21Q (8739.920000 sec): 3 clusters
  Score: Raw -764256.153976 + Penalty 2879.016014 = -761377.137962
  nChanged 32
		SP:Iteration 22Q (8740.130000 sec): 3 clusters
  Score: Raw -764281.400295 + Penalty 2879.016014 = -761402.384281
  nChanged 25
		SP:Iteration 23Q (8740.340000 sec): 3 clusters
  Score: Raw -764300.937002 + Penalty 2879.016014 = -761421.920987
  nChanged 22
		SP:Iteration 24Q (8740.540000 sec): 3 clusters
  Score: Raw -764319.783702 + Penalty 2879.016014 = -761440.767687
  nChanged 18
		SP:Iteration 25Q (8740.740000 sec): 3 clusters
  Score: Raw -764335.972159 + Penalty 2879.016014 = -761456.956145
  nChanged 17
		SP:Iteration 26Q (8740.940000 sec): 3 clusters
  Score: Raw -764348.765241 + Penalty 2879.016014 = -761469.749227
  nChanged 23
		SP:Iteration 27Q (8741.130000 sec): 3 clusters
  Score: Raw -764362.516602 + Penalty 2879.016014 = -761483.500587
  nChanged 11
		SP:Iteration 28Q (8741.320000 sec): 3 clusters
  Score: Raw -764367.082732 + Penalty 2879.016014 = -761488.066718
  nChanged 4
		SP:Iteration 29Q (8741.560000 sec): 3 clusters
  Score: Raw -764369.765594 + Penalty 2879.016014 = -761490.749580
  nChanged 0
		SP:Iteration 30F (8741.740000 sec): 3 clusters
  Score: Raw -764369.765594 + Penalty 2879.016014 = -761490.749580
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8741.880000 sec): 2 clusters
  Score: Raw -412108.760180 + Penalty 1359.950341 = -410748.809839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8742.110000 sec): 3 clusters
  Score: Raw -409926.466076 + Penalty 2719.900682 = -407206.565394
  nChanged 1742
		SP:Iteration 1F (8742.320000 sec): 3 clusters
  Score: Raw -411007.589390 + Penalty 2719.900682 = -408287.688709
  nChanged 349
		SP:Iteration 2F (8742.500000 sec): 3 clusters
  Score: Raw -411254.331435 + Penalty 2719.900682 = -408534.430754
  nChanged 291
		SP:Iteration 3F (8742.710000 sec): 3 clusters
  Score: Raw -411505.860786 + Penalty 2719.900682 = -408785.960104
  nChanged 264
		SP:Iteration 4F (8742.900000 sec): 3 clusters
  Score: Raw -411717.397997 + Penalty 2719.900682 = -408997.497316
  nChanged 231
		SP:Iteration 5F (8743.140000 sec): 3 clusters
  Score: Raw -411901.731763 + Penalty 2719.900682 = -409181.831081
  nChanged 210
		SP:Iteration 6Q (8743.310000 sec): 3 clusters
  Score: Raw -412064.520029 + Penalty 2719.900682 = -409344.619347
  nChanged 189
		SP:Iteration 7Q (8743.560000 sec): 3 clusters
  Score: Raw -412207.267354 + Penalty 2719.900682 = -409487.366672
  nChanged 155
		SP:Iteration 8Q (8743.760000 sec): 3 clusters
  Score: Raw -412327.719754 + Penalty 2719.900682 = -409607.819072
  nChanged 142
		SP:Iteration 9Q (8743.950000 sec): 3 clusters
  Score: Raw -412431.417890 + Penalty 2719.900682 = -409711.517208
  nChanged 143
		SP:Iteration 10Q (8744.140000 sec): 3 clusters
  Score: Raw -412521.183692 + Penalty 2719.900682 = -409801.283010
  nChanged 122
		SP:Iteration 11Q (8744.360000 sec): 3 clusters
  Score: Raw -412589.900549 + Penalty 2719.900682 = -409869.999867
  nChanged 94
		SP:Iteration 12Q (8744.580000 sec): 3 clusters
  Score: Raw -412644.511972 + Penalty 2719.900682 = -409924.611290
  nChanged 90
		SP:Iteration 13Q (8744.750000 sec): 3 clusters
  Score: Raw -412692.912300 + Penalty 2719.900682 = -409973.011618
  nChanged 81
		SP:Iteration 14Q (8744.970000 sec): 3 clusters
  Score: Raw -412745.431904 + Penalty 2719.900682 = -410025.531222
  nChanged 90
		SP:Iteration 15Q (8745.160000 sec): 3 clusters
  Score: Raw -412798.851972 + Penalty 2719.900682 = -410078.951290
  nChanged 88
		SP:Iteration 16Q (8745.320000 sec): 3 clusters
  Score: Raw -412841.063470 + Penalty 2719.900682 = -410121.162788
  nChanged 52
		SP:Iteration 17Q (8745.580000 sec): 3 clusters
  Score: Raw -412862.943764 + Penalty 2719.900682 = -410143.043083
  nChanged 39
		SP:Iteration 18Q (8745.730000 sec): 3 clusters
  Score: Raw -412882.567629 + Penalty 2719.900682 = -410162.666947
  nChanged 47
		SP:Iteration 19Q (8745.990000 sec): 3 clusters
  Score: Raw -412903.404886 + Penalty 2719.900682 = -410183.504204
  nChanged 46
		SP:Iteration 20F (8746.160000 sec): 3 clusters
  Score: Raw -412926.342713 + Penalty 2719.900682 = -410206.442031
  nChanged 44
		SP:Iteration 21Q (8746.380000 sec): 3 clusters
  Score: Raw -412944.554132 + Penalty 2719.900682 = -410224.653450
  nChanged 36
		SP:Iteration 22Q (8746.580000 sec): 3 clusters
  Score: Raw -412957.620503 + Penalty 2719.900682 = -410237.719821
  nChanged 21
		SP:Iteration 23Q (8746.750000 sec): 3 clusters
  Score: Raw -412965.845307 + Penalty 2719.900682 = -410245.944626
  nChanged 20
		SP:Iteration 24Q (8746.950000 sec): 3 clusters
  Score: Raw -412972.959056 + Penalty 2719.900682 = -410253.058375
  nChanged 15
		SP:Iteration 25Q (8747.160000 sec): 3 clusters
  Score: Raw -412979.879949 + Penalty 2719.900682 = -410259.979267
  nChanged 14
		SP:Iteration 26Q (8747.370000 sec): 3 clusters
  Score: Raw -412984.478786 + Penalty 2719.900682 = -410264.578104
  nChanged 14
		SP:Iteration 27Q (8747.530000 sec): 3 clusters
  Score: Raw -412990.464718 + Penalty 2719.900682 = -410270.564036
  nChanged 8
		SP:Iteration 28Q (8747.730000 sec): 3 clusters
  Score: Raw -412992.480447 + Penalty 2719.900682 = -410272.579765
  nChanged 5
		SP:Iteration 29Q (8747.950000 sec): 3 clusters
  Score: Raw -412994.046342 + Penalty 2719.900682 = -410274.145660
  nChanged 2
		SP:Iteration 30Q (8748.160000 sec): 3 clusters
  Score: Raw -412994.572697 + Penalty 2719.900682 = -410274.672015
  nChanged 2
		SP:Iteration 31Q (8748.300000 sec): 3 clusters
  Score: Raw -412995.255157 + Penalty 2719.900682 = -410275.354475
  nChanged 2
		SP:Iteration 32Q (8748.500000 sec): 3 clusters
  Score: Raw -412995.859805 + Penalty 2719.900682 = -410275.959123
  nChanged 6
		SP:Iteration 33Q (8748.660000 sec): 3 clusters
  Score: Raw -412997.799000 + Penalty 2719.900682 = -410277.898318
  nChanged 6
		SP:Iteration 34Q (8748.840000 sec): 3 clusters
  Score: Raw -412999.915316 + Penalty 2719.900682 = -410280.014634
  nChanged 7
		SP:Iteration 35Q (8749.060000 sec): 3 clusters
  Score: Raw -413002.955969 + Penalty 2719.900682 = -410283.055287
  nChanged 6
		SP:Iteration 36Q (8749.230000 sec): 3 clusters
  Score: Raw -413004.955188 + Penalty 2719.900682 = -410285.054507
  nChanged 5
		SP:Iteration 37Q (8749.440000 sec): 3 clusters
  Score: Raw -413006.620391 + Penalty 2719.900682 = -410286.719709
  nChanged 3
		SP:Iteration 38Q (8749.630000 sec): 3 clusters
  Score: Raw -413007.085336 + Penalty 2719.900682 = -410287.184654
  nChanged 0
		SP:Iteration 39F (8749.830000 sec): 3 clusters
  Score: Raw -413007.085336 + Penalty 2719.900682 = -410287.184654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (2701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8749.970000 sec): 2 clusters
  Score: Raw -269163.342617 + Penalty 1283.973820 = -267879.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8750.150000 sec): 3 clusters
  Score: Raw -268060.101093 + Penalty 2567.947640 = -265492.153453
  nChanged 1042
		SP:Iteration 1F (8750.360000 sec): 3 clusters
  Score: Raw -270210.826583 + Penalty 2567.947640 = -267642.878943
  nChanged 543
		SP:Iteration 2F (8750.560000 sec): 3 clusters
  Score: Raw -272211.372998 + Penalty 2567.947640 = -269643.425358
  nChanged 311
		SP:Iteration 3F (8750.770000 sec): 3 clusters
  Score: Raw -273415.591597 + Penalty 2567.947640 = -270847.643957
  nChanged 98
		SP:Iteration 4Q (8750.940000 sec): 3 clusters
  Score: Raw -273636.742375 + Penalty 2567.947640 = -271068.794735
  nChanged 49
		SP:Iteration 5Q (8751.100000 sec): 3 clusters
  Score: Raw -273803.321627 + Penalty 2567.947640 = -271235.373987
  nChanged 33
		SP:Iteration 6Q (8751.280000 sec): 3 clusters
  Score: Raw -273871.044209 + Penalty 2567.947640 = -271303.096569
  nChanged 22
		SP:Iteration 7Q (8751.430000 sec): 3 clusters
  Score: Raw -273902.926713 + Penalty 2567.947640 = -271334.979073
  nChanged 12
		SP:Iteration 8Q (8751.610000 sec): 3 clusters
  Score: Raw -273918.350017 + Penalty 2567.947640 = -271350.402377
  nChanged 12
		SP:Iteration 9Q (8751.820000 sec): 3 clusters
  Score: Raw -273937.539752 + Penalty 2567.947640 = -271369.592112
  nChanged 15
		SP:Iteration 10Q (8751.990000 sec): 3 clusters
  Score: Raw -273958.016021 + Penalty 2567.947640 = -271390.068381
  nChanged 8
		SP:Iteration 11Q (8752.180000 sec): 3 clusters
  Score: Raw -273970.681152 + Penalty 2567.947640 = -271402.733512
  nChanged 7
		SP:Iteration 12Q (8752.340000 sec): 3 clusters
  Score: Raw -273980.017116 + Penalty 2567.947640 = -271412.069476
  nChanged 3
		SP:Iteration 13Q (8752.540000 sec): 3 clusters
  Score: Raw -273985.489807 + Penalty 2567.947640 = -271417.542167
  nChanged 3
		SP:Iteration 14Q (8752.720000 sec): 3 clusters
  Score: Raw -273988.856415 + Penalty 2567.947640 = -271420.908775
  nChanged 3
		SP:Iteration 15Q (8752.900000 sec): 3 clusters
  Score: Raw -273993.142599 + Penalty 2567.947640 = -271425.194959
  nChanged 2
		SP:Iteration 16Q (8753.060000 sec): 3 clusters
  Score: Raw -273999.211947 + Penalty 2567.947640 = -271431.264307
  nChanged 3
		SP:Iteration 17Q (8753.260000 sec): 3 clusters
  Score: Raw -274007.767637 + Penalty 2567.947640 = -271439.819997
  nChanged 2
		SP:Iteration 18Q (8753.440000 sec): 3 clusters
  Score: Raw -274013.622068 + Penalty 2567.947640 = -271445.674428
  nChanged 3
		SP:Iteration 19Q (8753.590000 sec): 3 clusters
  Score: Raw -274018.647971 + Penalty 2567.947640 = -271450.700331
  nChanged 1
		SP:Iteration 20F (8753.770000 sec): 3 clusters
  Score: Raw -274020.183299 + Penalty 2567.947640 = -271452.235659
  nChanged 1
		SP:Iteration 21Q (8753.940000 sec): 3 clusters
  Score: Raw -274022.065462 + Penalty 2567.947640 = -271454.117822
  nChanged 2
		SP:Iteration 22Q (8754.080000 sec): 3 clusters
  Score: Raw -274025.198685 + Penalty 2567.947640 = -271457.251045
  nChanged 0
		SP:Iteration 23F (8754.200000 sec): 3 clusters
  Score: Raw -274025.198685 + Penalty 2567.947640 = -271457.251045
  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 9.11 GB.

 Trying to split cluster 45 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8754.320000 sec): 2 clusters
  Score: Raw -174477.547828 + Penalty 1198.377215 = -173279.170613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8754.480000 sec): 3 clusters
  Score: Raw -173832.591846 + Penalty 2396.754430 = -171435.837416
  nChanged 545
		SP:Iteration 1F (8754.700000 sec): 3 clusters
  Score: Raw -174220.862895 + Penalty 2396.754430 = -171824.108465
  nChanged 115
		SP:Iteration 2F (8754.880000 sec): 3 clusters
  Score: Raw -174321.135527 + Penalty 2396.754430 = -171924.381097
  nChanged 65
		SP:Iteration 3Q (8755.060000 sec): 3 clusters
  Score: Raw -174374.498358 + Penalty 2396.754430 = -171977.743928
  nChanged 55
		SP:Iteration 4Q (8755.240000 sec): 3 clusters
  Score: Raw -174414.664161 + Penalty 2396.754430 = -172017.909731
  nChanged 43
		SP:Iteration 5Q (8755.390000 sec): 3 clusters
  Score: Raw -174449.278912 + Penalty 2396.754430 = -172052.524482
  nChanged 37
		SP:Iteration 6Q (8755.580000 sec): 3 clusters
  Score: Raw -174473.730650 + Penalty 2396.754430 = -172076.976220
  nChanged 25
		SP:Iteration 7Q (8755.770000 sec): 3 clusters
  Score: Raw -174488.264961 + Penalty 2396.754430 = -172091.510531
  nChanged 14
		SP:Iteration 8Q (8755.910000 sec): 3 clusters
  Score: Raw -174499.369372 + Penalty 2396.754430 = -172102.614942
  nChanged 18
		SP:Iteration 9Q (8756.100000 sec): 3 clusters
  Score: Raw -174509.403119 + Penalty 2396.754430 = -172112.648689
  nChanged 10
		SP:Iteration 10Q (8756.220000 sec): 3 clusters
  Score: Raw -174514.314353 + Penalty 2396.754430 = -172117.559923
  nChanged 9
		SP:Iteration 11Q (8756.400000 sec): 3 clusters
  Score: Raw -174519.751459 + Penalty 2396.754430 = -172122.997029
  nChanged 9
		SP:Iteration 12Q (8756.570000 sec): 3 clusters
  Score: Raw -174524.568821 + Penalty 2396.754430 = -172127.814391
  nChanged 11
		SP:Iteration 13Q (8756.760000 sec): 3 clusters
  Score: Raw -174530.640831 + Penalty 2396.754430 = -172133.886401
  nChanged 19
		SP:Iteration 14Q (8756.920000 sec): 3 clusters
  Score: Raw -174544.557147 + Penalty 2396.754430 = -172147.802717
  nChanged 18
		SP:Iteration 15Q (8757.060000 sec): 3 clusters
  Score: Raw -174554.169691 + Penalty 2396.754430 = -172157.415261
  nChanged 12
		SP:Iteration 16Q (8757.240000 sec): 3 clusters
  Score: Raw -174566.298539 + Penalty 2396.754430 = -172169.544109
  nChanged 14
		SP:Iteration 17Q (8757.400000 sec): 3 clusters
  Score: Raw -174577.505843 + Penalty 2396.754430 = -172180.751413
  nChanged 11
		SP:Iteration 18Q (8757.600000 sec): 3 clusters
  Score: Raw -174585.133060 + Penalty 2396.754430 = -172188.378630
  nChanged 14
		SP:Iteration 19Q (8757.750000 sec): 3 clusters
  Score: Raw -174594.468590 + Penalty 2396.754430 = -172197.714160
  nChanged 10
		SP:Iteration 20F (8757.900000 sec): 3 clusters
  Score: Raw -174600.727997 + Penalty 2396.754430 = -172203.973567
  nChanged 6
		SP:Iteration 21Q (8758.030000 sec): 3 clusters
  Score: Raw -174604.048738 + Penalty 2396.754430 = -172207.294308
  nChanged 7
		SP:Iteration 22Q (8758.170000 sec): 3 clusters
  Score: Raw -174607.940025 + Penalty 2396.754430 = -172211.185595
  nChanged 7
		SP:Iteration 23Q (8758.330000 sec): 3 clusters
  Score: Raw -174611.689394 + Penalty 2396.754430 = -172214.934964
  nChanged 6
		SP:Iteration 24Q (8758.460000 sec): 3 clusters
  Score: Raw -174614.240422 + Penalty 2396.754430 = -172217.485992
  nChanged 3
		SP:Iteration 25Q (8758.640000 sec): 3 clusters
  Score: Raw -174615.427441 + Penalty 2396.754430 = -172218.673011
  nChanged 2
		SP:Iteration 26Q (8758.840000 sec): 3 clusters
  Score: Raw -174616.239165 + Penalty 2396.754430 = -172219.484735
  nChanged 2
		SP:Iteration 27Q (8759.070000 sec): 3 clusters
  Score: Raw -174617.410743 + Penalty 2396.754430 = -172220.656313
  nChanged 4
		SP:Iteration 28Q (8759.240000 sec): 3 clusters
  Score: Raw -174619.556563 + Penalty 2396.754430 = -172222.802133
  nChanged 1
		SP:Iteration 29Q (8759.360000 sec): 3 clusters
  Score: Raw -174619.832572 + Penalty 2396.754430 = -172223.078142
  nChanged 1
		SP:Iteration 30Q (8759.530000 sec): 3 clusters
  Score: Raw -174620.110047 + Penalty 2396.754430 = -172223.355617
  nChanged 0
		SP:Iteration 31F (8759.700000 sec): 3 clusters
  Score: Raw -174620.110047 + Penalty 2396.754430 = -172223.355617
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (3820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8759.810000 sec): 2 clusters
  Score: Raw -413184.294414 + Penalty 1340.300927 = -411843.993487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8760.020000 sec): 3 clusters
  Score: Raw -411301.831489 + Penalty 2680.601853 = -408621.229636
  nChanged 1511
		SP:Iteration 1F (8760.190000 sec): 3 clusters
  Score: Raw -412150.112000 + Penalty 2680.601853 = -409469.510147
  nChanged 336
		SP:Iteration 2F (8760.400000 sec): 3 clusters
  Score: Raw -412379.527889 + Penalty 2680.601853 = -409698.926036
  nChanged 230
		SP:Iteration 3F (8760.560000 sec): 3 clusters
  Score: Raw -412553.400394 + Penalty 2680.601853 = -409872.798541
  nChanged 204
		SP:Iteration 4F (8760.790000 sec): 3 clusters
  Score: Raw -412722.089735 + Penalty 2680.601853 = -410041.487882
  nChanged 182
		SP:Iteration 5Q (8761.000000 sec): 3 clusters
  Score: Raw -412866.800523 + Penalty 2680.601853 = -410186.198670
  nChanged 161
		SP:Iteration 6Q (8761.210000 sec): 3 clusters
  Score: Raw -412993.102971 + Penalty 2680.601853 = -410312.501118
  nChanged 140
		SP:Iteration 7Q (8761.390000 sec): 3 clusters
  Score: Raw -413106.631112 + Penalty 2680.601853 = -410426.029259
  nChanged 140
		SP:Iteration 8Q (8761.550000 sec): 3 clusters
  Score: Raw -413230.630573 + Penalty 2680.601853 = -410550.028720
  nChanged 148
		SP:Iteration 9Q (8761.730000 sec): 3 clusters
  Score: Raw -413355.688084 + Penalty 2680.601853 = -410675.086231
  nChanged 125
		SP:Iteration 10Q (8761.940000 sec): 3 clusters
  Score: Raw -413445.958900 + Penalty 2680.601853 = -410765.357047
  nChanged 102
		SP:Iteration 11Q (8762.090000 sec): 3 clusters
  Score: Raw -413524.603315 + Penalty 2680.601853 = -410844.001462
  nChanged 100
		SP:Iteration 12Q (8762.250000 sec): 3 clusters
  Score: Raw -413599.097215 + Penalty 2680.601853 = -410918.495362
  nChanged 70
		SP:Iteration 13Q (8762.410000 sec): 3 clusters
  Score: Raw -413642.643564 + Penalty 2680.601853 = -410962.041711
  nChanged 44
		SP:Iteration 14Q (8762.620000 sec): 3 clusters
  Score: Raw -413663.098039 + Penalty 2680.601853 = -410982.496186
  nChanged 21
		SP:Iteration 15Q (8762.850000 sec): 3 clusters
  Score: Raw -413671.862383 + Penalty 2680.601853 = -410991.260530
  nChanged 20
		SP:Iteration 16Q (8763.050000 sec): 3 clusters
  Score: Raw -413680.144833 + Penalty 2680.601853 = -410999.542980
  nChanged 17
		SP:Iteration 17Q (8763.240000 sec): 3 clusters
  Score: Raw -413688.273562 + Penalty 2680.601853 = -411007.671709
  nChanged 24
		SP:Iteration 18Q (8763.450000 sec): 3 clusters
  Score: Raw -413699.598991 + Penalty 2680.601853 = -411018.997138
  nChanged 18
		SP:Iteration 19Q (8763.650000 sec): 3 clusters
  Score: Raw -413707.889143 + Penalty 2680.601853 = -411027.287290
  nChanged 25
		SP:Iteration 20F (8763.880000 sec): 3 clusters
  Score: Raw -413716.588710 + Penalty 2680.601853 = -411035.986857
  nChanged 18
		SP:Iteration 21Q (8764.070000 sec): 3 clusters
  Score: Raw -413725.123256 + Penalty 2680.601853 = -411044.521403
  nChanged 20
		SP:Iteration 22Q (8764.270000 sec): 3 clusters
  Score: Raw -413731.821421 + Penalty 2680.601853 = -411051.219568
  nChanged 15
		SP:Iteration 23Q (8764.480000 sec): 3 clusters
  Score: Raw -413737.275327 + Penalty 2680.601853 = -411056.673474
  nChanged 16
		SP:Iteration 24Q (8764.680000 sec): 3 clusters
  Score: Raw -413741.590741 + Penalty 2680.601853 = -411060.988888
  nChanged 15
		SP:Iteration 25Q (8764.920000 sec): 3 clusters
  Score: Raw -413747.826471 + Penalty 2680.601853 = -411067.224618
  nChanged 16
		SP:Iteration 26Q (8765.080000 sec): 3 clusters
  Score: Raw -413752.848102 + Penalty 2680.601853 = -411072.246249
  nChanged 13
		SP:Iteration 27Q (8765.280000 sec): 3 clusters
  Score: Raw -413756.373524 + Penalty 2680.601853 = -411075.771671
  nChanged 12
		SP:Iteration 28Q (8765.480000 sec): 3 clusters
  Score: Raw -413760.688525 + Penalty 2680.601853 = -411080.086672
  nChanged 12
		SP:Iteration 29Q (8765.650000 sec): 3 clusters
  Score: Raw -413765.939363 + Penalty 2680.601853 = -411085.337510
  nChanged 15
		SP:Iteration 30Q (8765.810000 sec): 3 clusters
  Score: Raw -413772.699398 + Penalty 2680.601853 = -411092.097545
  nChanged 11
		SP:Iteration 31Q (8766.040000 sec): 3 clusters
  Score: Raw -413776.352076 + Penalty 2680.601853 = -411095.750223
  nChanged 6
		SP:Iteration 32Q (8766.210000 sec): 3 clusters
  Score: Raw -413778.112806 + Penalty 2680.601853 = -411097.510953
  nChanged 4
		SP:Iteration 33Q (8766.400000 sec): 3 clusters
  Score: Raw -413778.919772 + Penalty 2680.601853 = -411098.317919
  nChanged 3
		SP:Iteration 34Q (8766.620000 sec): 3 clusters
  Score: Raw -413779.454990 + Penalty 2680.601853 = -411098.853137
  nChanged 1
		SP:Iteration 35Q (8766.880000 sec): 3 clusters
  Score: Raw -413780.442791 + Penalty 2680.601853 = -411099.840938
  nChanged 2
		SP:Iteration 36Q (8767.080000 sec): 3 clusters
  Score: Raw -413781.414195 + Penalty 2680.601853 = -411100.812342
  nChanged 3
		SP:Iteration 37Q (8767.230000 sec): 3 clusters
  Score: Raw -413782.718280 + Penalty 2680.601853 = -411102.116427
  nChanged 3
		SP:Iteration 38Q (8767.390000 sec): 3 clusters
  Score: Raw -413784.218414 + Penalty 2680.601853 = -411103.616561
  nChanged 3
		SP:Iteration 39Q (8767.560000 sec): 3 clusters
  Score: Raw -413785.594964 + Penalty 2680.601853 = -411104.993111
  nChanged 4
		SP:Iteration 40F (8767.740000 sec): 3 clusters
  Score: Raw -413786.720105 + Penalty 2680.601853 = -411106.118252
  nChanged 4
		SP:Iteration 41Q (8767.950000 sec): 3 clusters
  Score: Raw -413787.576016 + Penalty 2680.601853 = -411106.974163
  nChanged 4
		SP:Iteration 42Q (8768.130000 sec): 3 clusters
  Score: Raw -413788.830578 + Penalty 2680.601853 = -411108.228725
  nChanged 7
		SP:Iteration 43Q (8768.270000 sec): 3 clusters
  Score: Raw -413790.722082 + Penalty 2680.601853 = -411110.120229
  nChanged 4
		SP:Iteration 44Q (8768.470000 sec): 3 clusters
  Score: Raw -413791.714199 + Penalty 2680.601853 = -411111.112346
  nChanged 7
		SP:Iteration 45Q (8768.610000 sec): 3 clusters
  Score: Raw -413793.582677 + Penalty 2680.601853 = -411112.980824
  nChanged 5
		SP:Iteration 46Q (8768.760000 sec): 3 clusters
  Score: Raw -413795.441150 + Penalty 2680.601853 = -411114.839297
  nChanged 9
		SP:Iteration 47Q (8768.940000 sec): 3 clusters
  Score: Raw -413799.084183 + Penalty 2680.601853 = -411118.482330
  nChanged 12
		SP:Iteration 48Q (8769.150000 sec): 3 clusters
  Score: Raw -413804.382871 + Penalty 2680.601853 = -411123.781018
  nChanged 13
		SP:Iteration 49Q (8769.330000 sec): 3 clusters
  Score: Raw -413813.850563 + Penalty 2680.601853 = -411133.248710
  nChanged 23
		SP:Iteration 50Q (8769.510000 sec): 3 clusters
  Score: Raw -413829.859756 + Penalty 2680.601853 = -411149.257903
  nChanged 27
		SP:Iteration 51Q (8769.710000 sec): 3 clusters
  Score: Raw -413848.718872 + Penalty 2680.601853 = -411168.117019
  nChanged 24
		SP:Iteration 52Q (8769.930000 sec): 3 clusters
  Score: Raw -413860.987020 + Penalty 2680.601853 = -411180.385167
  nChanged 23
		SP:Iteration 53Q (8770.120000 sec): 3 clusters
  Score: Raw -413874.263255 + Penalty 2680.601853 = -411193.661402
  nChanged 17
		SP:Iteration 54Q (8770.300000 sec): 3 clusters
  Score: Raw -413882.386175 + Penalty 2680.601853 = -411201.784322
  nChanged 14
		SP:Iteration 55Q (8770.490000 sec): 3 clusters
  Score: Raw -413886.497985 + Penalty 2680.601853 = -411205.896132
  nChanged 10
		SP:Iteration 56Q (8770.660000 sec): 3 clusters
  Score: Raw -413888.602444 + Penalty 2680.601853 = -411208.000591
  nChanged 7
		SP:Iteration 57Q (8770.890000 sec): 3 clusters
  Score: Raw -413890.888212 + Penalty 2680.601853 = -411210.286359
  nChanged 9
		SP:Iteration 58Q (8771.050000 sec): 3 clusters
  Score: Raw -413893.112233 + Penalty 2680.601853 = -411212.510380
  nChanged 3
		SP:Iteration 59Q (8771.210000 sec): 3 clusters
  Score: Raw -413893.755164 + Penalty 2680.601853 = -411213.153311
  nChanged 0
		SP:Iteration 60F (8771.400000 sec): 3 clusters
  Score: Raw -413893.755164 + Penalty 2680.601853 = -411213.153311
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8771.560000 sec): 2 clusters
  Score: Raw -1897825.809392 + Penalty 1584.230675 = -1896241.578717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8771.810000 sec): 3 clusters
  Score: Raw -1887651.958122 + Penalty 3168.461350 = -1884483.496772
  nChanged 7671
		SP:Iteration 1F (8772.090000 sec): 3 clusters
  Score: Raw -1891747.004912 + Penalty 3168.461350 = -1888578.543562
  nChanged 833
		SP:Iteration 2Q (8772.330000 sec): 3 clusters
  Score: Raw -1892065.158743 + Penalty 3168.461350 = -1888896.697393
  nChanged 763
		SP:Iteration 3Q (8772.570000 sec): 3 clusters
  Score: Raw -1892386.672228 + Penalty 3168.461350 = -1889218.210877
  nChanged 793
		SP:Iteration 4Q (8772.880000 sec): 3 clusters
  Score: Raw -1892787.573316 + Penalty 3168.461350 = -1889619.111966
  nChanged 827
		SP:Iteration 5Q (8773.130000 sec): 3 clusters
  Score: Raw -1893398.122118 + Penalty 3168.461350 = -1890229.660768
  nChanged 1052
		SP:Iteration 6F (8773.410000 sec): 3 clusters
  Score: Raw -1894546.563877 + Penalty 3168.461350 = -1891378.102526
  nChanged 1322
		SP:Iteration 7F (8773.660000 sec): 3 clusters
  Score: Raw -1896534.040468 + Penalty 3168.461350 = -1893365.579118
  nChanged 1487
		SP:Iteration 8F (8773.920000 sec): 3 clusters
  Score: Raw -1898497.742112 + Penalty 3168.461350 = -1895329.280761
  nChanged 1375
		SP:Iteration 9F (8774.150000 sec): 3 clusters
  Score: Raw -1899665.650713 + Penalty 3168.461350 = -1896497.189363
  nChanged 843
		SP:Iteration 10Q (8774.470000 sec): 3 clusters
  Score: Raw -1900169.995979 + Penalty 3168.461350 = -1897001.534629
  nChanged 525
		SP:Iteration 11Q (8774.670000 sec): 3 clusters
  Score: Raw -1900432.253523 + Penalty 3168.461350 = -1897263.792173
  nChanged 341
		SP:Iteration 12Q (8774.910000 sec): 3 clusters
  Score: Raw -1900588.499498 + Penalty 3168.461350 = -1897420.038148
  nChanged 228
		SP:Iteration 13Q (8775.160000 sec): 3 clusters
  Score: Raw -1900702.686529 + Penalty 3168.461350 = -1897534.225178
  nChanged 192
		SP:Iteration 14Q (8775.420000 sec): 3 clusters
  Score: Raw -1900801.755967 + Penalty 3168.461350 = -1897633.294617
  nChanged 176
		SP:Iteration 15Q (8775.740000 sec): 3 clusters
  Score: Raw -1900890.834340 + Penalty 3168.461350 = -1897722.372989
  nChanged 171
		SP:Iteration 16Q (8775.990000 sec): 3 clusters
  Score: Raw -1900965.358867 + Penalty 3168.461350 = -1897796.897517
  nChanged 152
		SP:Iteration 17Q (8776.210000 sec): 3 clusters
  Score: Raw -1901038.909733 + Penalty 3168.461350 = -1897870.448382
  nChanged 161
		SP:Iteration 18Q (8776.490000 sec): 3 clusters
  Score: Raw -1901110.064121 + Penalty 3168.461350 = -1897941.602770
  nChanged 169
		SP:Iteration 19Q (8776.730000 sec): 3 clusters
  Score: Raw -1901175.357565 + Penalty 3168.461350 = -1898006.896215
  nChanged 155
		SP:Iteration 20F (8777.030000 sec): 3 clusters
  Score: Raw -1901223.208852 + Penalty 3168.461350 = -1898054.747502
  nChanged 99
		SP:Iteration 21Q (8777.260000 sec): 3 clusters
  Score: Raw -1901245.397010 + Penalty 3168.461350 = -1898076.935660
  nChanged 72
		SP:Iteration 22Q (8777.480000 sec): 3 clusters
  Score: Raw -1901259.039125 + Penalty 3168.461350 = -1898090.577775
  nChanged 62
		SP:Iteration 23Q (8777.770000 sec): 3 clusters
  Score: Raw -1901268.255575 + Penalty 3168.461350 = -1898099.794224
  nChanged 32
		SP:Iteration 24Q (8778.000000 sec): 3 clusters
  Score: Raw -1901272.798622 + Penalty 3168.461350 = -1898104.337272
  nChanged 27
		SP:Iteration 25Q (8778.200000 sec): 3 clusters
  Score: Raw -1901276.151987 + Penalty 3168.461350 = -1898107.690636
  nChanged 12
		SP:Iteration 26Q (8778.410000 sec): 3 clusters
  Score: Raw -1901277.170317 + Penalty 3168.461350 = -1898108.708967
  nChanged 11
		SP:Iteration 27Q (8778.660000 sec): 3 clusters
  Score: Raw -1901278.171773 + Penalty 3168.461350 = -1898109.710423
  nChanged 9
		SP:Iteration 28Q (8778.900000 sec): 3 clusters
  Score: Raw -1901278.918087 + Penalty 3168.461350 = -1898110.456736
  nChanged 4
		SP:Iteration 29Q (8779.110000 sec): 3 clusters
  Score: Raw -1901279.193515 + Penalty 3168.461350 = -1898110.732165
  nChanged 4
		SP:Iteration 30Q (8779.340000 sec): 3 clusters
  Score: Raw -1901279.528485 + Penalty 3168.461350 = -1898111.067135
  nChanged 7
		SP:Iteration 31Q (8779.610000 sec): 3 clusters
  Score: Raw -1901280.357646 + Penalty 3168.461350 = -1898111.896296
  nChanged 7
		SP:Iteration 32Q (8779.810000 sec): 3 clusters
  Score: Raw -1901280.886749 + Penalty 3168.461350 = -1898112.425399
  nChanged 5
		SP:Iteration 33Q (8780.060000 sec): 3 clusters
  Score: Raw -1901281.305367 + Penalty 3168.461350 = -1898112.844016
  nChanged 5
		SP:Iteration 34Q (8780.370000 sec): 3 clusters
  Score: Raw -1901281.745693 + Penalty 3168.461350 = -1898113.284342
  nChanged 4
		SP:Iteration 35Q (8780.600000 sec): 3 clusters
  Score: Raw -1901282.089960 + Penalty 3168.461350 = -1898113.628610
  nChanged 4
		SP:Iteration 36Q (8780.860000 sec): 3 clusters
  Score: Raw -1901282.469804 + Penalty 3168.461350 = -1898114.008454
  nChanged 9
		SP:Iteration 37Q (8781.120000 sec): 3 clusters
  Score: Raw -1901283.221104 + Penalty 3168.461350 = -1898114.759753
  nChanged 3
		SP:Iteration 38Q (8781.360000 sec): 3 clusters
  Score: Raw -1901283.461204 + Penalty 3168.461350 = -1898114.999853
  nChanged 5
		SP:Iteration 39Q (8781.530000 sec): 3 clusters
  Score: Raw -1901283.898501 + Penalty 3168.461350 = -1898115.437150
  nChanged 3
		SP:Iteration 40F (8781.780000 sec): 3 clusters
  Score: Raw -1901284.052152 + Penalty 3168.461350 = -1898115.590801
  nChanged 3
		SP:Iteration 41Q (8782.030000 sec): 3 clusters
  Score: Raw -1901284.213059 + Penalty 3168.461350 = -1898115.751708
  nChanged 1
		SP:Iteration 42Q (8782.270000 sec): 3 clusters
  Score: Raw -1901284.295194 + Penalty 3168.461350 = -1898115.833843
  nChanged 2
		SP:Iteration 43Q (8782.540000 sec): 3 clusters
  Score: Raw -1901284.384542 + Penalty 3168.461350 = -1898115.923191
  nChanged 1
		SP:Iteration 44Q (8782.740000 sec): 3 clusters
  Score: Raw -1901284.421999 + Penalty 3168.461350 = -1898115.960648
  nChanged 1
		SP:Iteration 45Q (8782.980000 sec): 3 clusters
  Score: Raw -1901284.452314 + Penalty 3168.461350 = -1898115.990963
  nChanged 0
		SP:Iteration 46F (8783.240000 sec): 3 clusters
  Score: Raw -1901284.452314 + Penalty 3168.461350 = -1898115.990963
  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 9.11 GB.

 Trying to split cluster 48 (5337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8783.380000 sec): 2 clusters
  Score: Raw -577740.078205 + Penalty 1394.643084 = -576345.435121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8783.570000 sec): 3 clusters
  Score: Raw -574981.966858 + Penalty 2789.286167 = -572192.680691
  nChanged 2156
		SP:Iteration 1F (8783.780000 sec): 3 clusters
  Score: Raw -576295.754749 + Penalty 2789.286167 = -573506.468582
  nChanged 466
		SP:Iteration 2F (8784.010000 sec): 3 clusters
  Score: Raw -576664.854722 + Penalty 2789.286167 = -573875.568555
  nChanged 409
		SP:Iteration 3F (8784.230000 sec): 3 clusters
  Score: Raw -577000.788379 + Penalty 2789.286167 = -574211.502211
  nChanged 353
		SP:Iteration 4F (8784.390000 sec): 3 clusters
  Score: Raw -577276.953970 + Penalty 2789.286167 = -574487.667803
  nChanged 316
		SP:Iteration 5F (8784.570000 sec): 3 clusters
  Score: Raw -577552.667856 + Penalty 2789.286167 = -574763.381689
  nChanged 281
		SP:Iteration 6F (8784.750000 sec): 3 clusters
  Score: Raw -577768.413456 + Penalty 2789.286167 = -574979.127289
  nChanged 199
		SP:Iteration 7Q (8784.910000 sec): 3 clusters
  Score: Raw -577897.627375 + Penalty 2789.286167 = -575108.341208
  nChanged 142
		SP:Iteration 8Q (8785.120000 sec): 3 clusters
  Score: Raw -577979.767810 + Penalty 2789.286167 = -575190.481642
  nChanged 103
		SP:Iteration 9Q (8785.300000 sec): 3 clusters
  Score: Raw -578022.054738 + Penalty 2789.286167 = -575232.768570
  nChanged 74
		SP:Iteration 10Q (8785.490000 sec): 3 clusters
  Score: Raw -578048.653345 + Penalty 2789.286167 = -575259.367178
  nChanged 52
		SP:Iteration 11Q (8785.670000 sec): 3 clusters
  Score: Raw -578067.963559 + Penalty 2789.286167 = -575278.677392
  nChanged 43
		SP:Iteration 12Q (8785.890000 sec): 3 clusters
  Score: Raw -578079.502105 + Penalty 2789.286167 = -575290.215938
  nChanged 37
		SP:Iteration 13Q (8786.070000 sec): 3 clusters
  Score: Raw -578090.664852 + Penalty 2789.286167 = -575301.378685
  nChanged 32
		SP:Iteration 14Q (8786.260000 sec): 3 clusters
  Score: Raw -578101.409485 + Penalty 2789.286167 = -575312.123317
  nChanged 25
		SP:Iteration 15Q (8786.500000 sec): 3 clusters
  Score: Raw -578107.033899 + Penalty 2789.286167 = -575317.747731
  nChanged 20
		SP:Iteration 16Q (8786.660000 sec): 3 clusters
  Score: Raw -578112.755465 + Penalty 2789.286167 = -575323.469297
  nChanged 12
		SP:Iteration 17Q (8786.900000 sec): 3 clusters
  Score: Raw -578115.175953 + Penalty 2789.286167 = -575325.889786
  nChanged 11
		SP:Iteration 18Q (8787.110000 sec): 3 clusters
  Score: Raw -578117.065537 + Penalty 2789.286167 = -575327.779370
  nChanged 7
		SP:Iteration 19Q (8787.290000 sec): 3 clusters
  Score: Raw -578118.197929 + Penalty 2789.286167 = -575328.911762
  nChanged 3
		SP:Iteration 20F (8787.520000 sec): 3 clusters
  Score: Raw -578118.762575 + Penalty 2789.286167 = -575329.476408
  nChanged 3
		SP:Iteration 21Q (8787.740000 sec): 3 clusters
  Score: Raw -578119.224363 + Penalty 2789.286167 = -575329.938195
  nChanged 2
		SP:Iteration 22Q (8787.940000 sec): 3 clusters
  Score: Raw -578119.554793 + Penalty 2789.286167 = -575330.268625
  nChanged 3
		SP:Iteration 23Q (8788.180000 sec): 3 clusters
  Score: Raw -578119.862686 + Penalty 2789.286167 = -575330.576519
  nChanged 1
		SP:Iteration 24Q (8788.390000 sec): 3 clusters
  Score: Raw -578120.196268 + Penalty 2789.286167 = -575330.910100
  nChanged 2
		SP:Iteration 25Q (8788.600000 sec): 3 clusters
  Score: Raw -578120.606324 + Penalty 2789.286167 = -575331.320157
  nChanged 2
		SP:Iteration 26Q (8788.750000 sec): 3 clusters
  Score: Raw -578120.955103 + Penalty 2789.286167 = -575331.668936
  nChanged 4
		SP:Iteration 27Q (8789.000000 sec): 3 clusters
  Score: Raw -578121.580392 + Penalty 2789.286167 = -575332.294225
  nChanged 1
		SP:Iteration 28Q (8789.170000 sec): 3 clusters
  Score: Raw -578122.181176 + Penalty 2789.286167 = -575332.895009
  nChanged 2
		SP:Iteration 29Q (8789.370000 sec): 3 clusters
  Score: Raw -578123.405509 + Penalty 2789.286167 = -575334.119341
  nChanged 3
		SP:Iteration 30Q (8789.560000 sec): 3 clusters
  Score: Raw -578124.338678 + Penalty 2789.286167 = -575335.052510
  nChanged 3
		SP:Iteration 31Q (8789.730000 sec): 3 clusters
  Score: Raw -578125.047488 + Penalty 2789.286167 = -575335.761321
  nChanged 2
		SP:Iteration 32Q (8789.950000 sec): 3 clusters
  Score: Raw -578125.346639 + Penalty 2789.286167 = -575336.060472
  nChanged 1
		SP:Iteration 33Q (8790.100000 sec): 3 clusters
  Score: Raw -578125.422342 + Penalty 2789.286167 = -575336.136174
  nChanged 0
		SP:Iteration 34F (8790.300000 sec): 3 clusters
  Score: Raw -578125.422342 + Penalty 2789.286167 = -575336.136174
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (98595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8790.930000 sec): 2 clusters
  Score: Raw -10852060.657711 + Penalty 1868.551072 = -10850192.106638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8791.530000 sec): 3 clusters
  Score: Raw -10787855.022875 + Penalty 3737.102145 = -10784117.920730
  nChanged 47263
		SP:Iteration 1F (8792.160000 sec): 3 clusters
  Score: Raw -10815453.136117 + Penalty 3737.102145 = -10811716.033972
  nChanged 4084
		SP:Iteration 2Q (8792.880000 sec): 3 clusters
  Score: Raw -10816852.482487 + Penalty 3737.102145 = -10813115.380343
  nChanged 5261
		SP:Iteration 3F (8793.620000 sec): 3 clusters
  Score: Raw -10819319.360487 + Penalty 3737.102145 = -10815582.258342
  nChanged 6967
		SP:Iteration 4F (8794.310000 sec): 3 clusters
  Score: Raw -10823872.122645 + Penalty 3737.102145 = -10820135.020501
  nChanged 8765
		SP:Iteration 5F (8795.020000 sec): 3 clusters
  Score: Raw -10831324.162463 + Penalty 3737.102145 = -10827587.060318
  nChanged 9086
		SP:Iteration 6F (8795.720000 sec): 3 clusters
  Score: Raw -10840380.962339 + Penalty 3737.102145 = -10836643.860194
  nChanged 6674
		SP:Iteration 7F (8796.430000 sec): 3 clusters
  Score: Raw -10847248.317127 + Penalty 3737.102145 = -10843511.214983
  nChanged 3420
		SP:Iteration 8Q (8797.240000 sec): 3 clusters
  Score: Raw -10850533.138821 + Penalty 3737.102145 = -10846796.036676
  nChanged 1281
		SP:Iteration 9Q (8797.990000 sec): 3 clusters
  Score: Raw -10851677.090630 + Penalty 3737.102145 = -10847939.988486
  nChanged 443
		SP:Iteration 10Q (8798.620000 sec): 3 clusters
  Score: Raw -10852084.110836 + Penalty 3737.102145 = -10848347.008692
  nChanged 171
		SP:Iteration 11Q (8799.250000 sec): 3 clusters
  Score: Raw -10852248.250324 + Penalty 3737.102145 = -10848511.148180
  nChanged 63
		SP:Iteration 12Q (8799.840000 sec): 3 clusters
  Score: Raw -10852319.457482 + Penalty 3737.102145 = -10848582.355338
  nChanged 38
		SP:Iteration 13Q (8800.470000 sec): 3 clusters
  Score: Raw -10852357.708141 + Penalty 3737.102145 = -10848620.605997
  nChanged 23
		SP:Iteration 14Q (8801.090000 sec): 3 clusters
  Score: Raw -10852378.715716 + Penalty 3737.102145 = -10848641.613572
  nChanged 12
		SP:Iteration 15Q (8801.670000 sec): 3 clusters
  Score: Raw -10852392.635487 + Penalty 3737.102145 = -10848655.533342
  nChanged 6
		SP:Iteration 16Q (8802.200000 sec): 3 clusters
  Score: Raw -10852398.749639 + Penalty 3737.102145 = -10848661.647495
  nChanged 8
		SP:Iteration 17Q (8802.760000 sec): 3 clusters
  Score: Raw -10852409.693498 + Penalty 3737.102145 = -10848672.591354
  nChanged 8
		SP:Iteration 18Q (8803.390000 sec): 3 clusters
  Score: Raw -10852417.395595 + Penalty 3737.102145 = -10848680.293450
  nChanged 6
		SP:Iteration 19Q (8803.930000 sec): 3 clusters
  Score: Raw -10852423.049508 + Penalty 3737.102145 = -10848685.947363
  nChanged 5
		SP:Iteration 20F (8804.590000 sec): 3 clusters
  Score: Raw -10852427.925349 + Penalty 3737.102145 = -10848690.823204
  nChanged 6
		SP:Iteration 21Q (8805.170000 sec): 3 clusters
  Score: Raw -10852434.163413 + Penalty 3737.102145 = -10848697.061268
  nChanged 6
		SP:Iteration 22Q (8805.740000 sec): 3 clusters
  Score: Raw -10852438.880136 + Penalty 3737.102145 = -10848701.777991
  nChanged 2
		SP:Iteration 23Q (8806.290000 sec): 3 clusters
  Score: Raw -10852441.111354 + Penalty 3737.102145 = -10848704.009209
  nChanged 4
		SP:Iteration 24Q (8806.880000 sec): 3 clusters
  Score: Raw -10852445.221903 + Penalty 3737.102145 = -10848708.119758
  nChanged 3
		SP:Iteration 25Q (8807.480000 sec): 3 clusters
  Score: Raw -10852448.186353 + Penalty 3737.102145 = -10848711.084208
  nChanged 5
		SP:Iteration 26Q (8808.130000 sec): 3 clusters
  Score: Raw -10852453.280888 + Penalty 3737.102145 = -10848716.178744
  nChanged 5
		SP:Iteration 27Q (8808.820000 sec): 3 clusters
  Score: Raw -10852456.239369 + Penalty 3737.102145 = -10848719.137224
  nChanged 2
		SP:Iteration 28Q (8809.480000 sec): 3 clusters
  Score: Raw -10852458.523809 + Penalty 3737.102145 = -10848721.421665
  nChanged 1
		SP:Iteration 29Q (8810.130000 sec): 3 clusters
  Score: Raw -10852458.991515 + Penalty 3737.102145 = -10848721.889371
  nChanged 1
		SP:Iteration 30Q (8810.720000 sec): 3 clusters
  Score: Raw -10852460.254683 + Penalty 3737.102145 = -10848723.152539
  nChanged 0
		SP:Iteration 31F (8811.400000 sec): 3 clusters
  Score: Raw -10852460.254683 + Penalty 3737.102145 = -10848723.152539
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8811.540000 sec): 2 clusters
  Score: Raw -606562.420110 + Penalty 1402.633819 = -605159.786291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8811.750000 sec): 3 clusters
  Score: Raw -603594.144696 + Penalty 2805.267638 = -600788.877058
  nChanged 2335
		SP:Iteration 1F (8811.960000 sec): 3 clusters
  Score: Raw -604955.062738 + Penalty 2805.267638 = -602149.795100
  nChanged 457
		SP:Iteration 2F (8812.140000 sec): 3 clusters
  Score: Raw -605262.638161 + Penalty 2805.267638 = -602457.370523
  nChanged 388
		SP:Iteration 3F (8812.360000 sec): 3 clusters
  Score: Raw -605543.977633 + Penalty 2805.267638 = -602738.709995
  nChanged 343
		SP:Iteration 4F (8812.570000 sec): 3 clusters
  Score: Raw -605785.134078 + Penalty 2805.267638 = -602979.866440
  nChanged 307
		SP:Iteration 5F (8812.790000 sec): 3 clusters
  Score: Raw -606019.986385 + Penalty 2805.267638 = -603214.718748
  nChanged 264
		SP:Iteration 6Q (8812.970000 sec): 3 clusters
  Score: Raw -606231.076583 + Penalty 2805.267638 = -603425.808945
  nChanged 186
		SP:Iteration 7Q (8813.190000 sec): 3 clusters
  Score: Raw -606363.459766 + Penalty 2805.267638 = -603558.192128
  nChanged 137
		SP:Iteration 8Q (8813.400000 sec): 3 clusters
  Score: Raw -606469.118943 + Penalty 2805.267638 = -603663.851305
  nChanged 95
		SP:Iteration 9Q (8813.640000 sec): 3 clusters
  Score: Raw -606553.193799 + Penalty 2805.267638 = -603747.926162
  nChanged 78
		SP:Iteration 10Q (8813.850000 sec): 3 clusters
  Score: Raw -606619.602619 + Penalty 2805.267638 = -603814.334981
  nChanged 61
		SP:Iteration 11Q (8814.050000 sec): 3 clusters
  Score: Raw -606673.192385 + Penalty 2805.267638 = -603867.924747
  nChanged 51
		SP:Iteration 12Q (8814.240000 sec): 3 clusters
  Score: Raw -606710.049200 + Penalty 2805.267638 = -603904.781562
  nChanged 34
		SP:Iteration 13Q (8814.430000 sec): 3 clusters
  Score: Raw -606737.484792 + Penalty 2805.267638 = -603932.217154
  nChanged 27
		SP:Iteration 14Q (8814.670000 sec): 3 clusters
  Score: Raw -606759.539380 + Penalty 2805.267638 = -603954.271742
  nChanged 26
		SP:Iteration 15Q (8814.840000 sec): 3 clusters
  Score: Raw -606776.012024 + Penalty 2805.267638 = -603970.744386
  nChanged 12
		SP:Iteration 16Q (8815.010000 sec): 3 clusters
  Score: Raw -606781.507781 + Penalty 2805.267638 = -603976.240143
  nChanged 8
		SP:Iteration 17Q (8815.180000 sec): 3 clusters
  Score: Raw -606784.996104 + Penalty 2805.267638 = -603979.728466
  nChanged 6
		SP:Iteration 18Q (8815.370000 sec): 3 clusters
  Score: Raw -606787.714822 + Penalty 2805.267638 = -603982.447184
  nChanged 8
		SP:Iteration 19Q (8815.580000 sec): 3 clusters
  Score: Raw -606793.872259 + Penalty 2805.267638 = -603988.604621
  nChanged 10
		SP:Iteration 20F (8815.740000 sec): 3 clusters
  Score: Raw -606799.281208 + Penalty 2805.267638 = -603994.013570
  nChanged 9
		SP:Iteration 21Q (8815.970000 sec): 3 clusters
  Score: Raw -606805.773503 + Penalty 2805.267638 = -604000.505865
  nChanged 6
		SP:Iteration 22Q (8816.140000 sec): 3 clusters
  Score: Raw -606808.934235 + Penalty 2805.267638 = -604003.666597
  nChanged 7
		SP:Iteration 23Q (8816.330000 sec): 3 clusters
  Score: Raw -606811.840956 + Penalty 2805.267638 = -604006.573318
  nChanged 4
		SP:Iteration 24Q (8816.520000 sec): 3 clusters
  Score: Raw -606814.631875 + Penalty 2805.267638 = -604009.364237
  nChanged 8
		SP:Iteration 25Q (8816.750000 sec): 3 clusters
  Score: Raw -606820.721019 + Penalty 2805.267638 = -604015.453381
  nChanged 8
		SP:Iteration 26Q (8816.940000 sec): 3 clusters
  Score: Raw -606825.383849 + Penalty 2805.267638 = -604020.116211
  nChanged 5
		SP:Iteration 27Q (8817.140000 sec): 3 clusters
  Score: Raw -606830.467788 + Penalty 2805.267638 = -604025.200150
  nChanged 8
		SP:Iteration 28Q (8817.320000 sec): 3 clusters
  Score: Raw -606836.090019 + Penalty 2805.267638 = -604030.822381
  nChanged 8
		SP:Iteration 29Q (8817.520000 sec): 3 clusters
  Score: Raw -606841.615311 + Penalty 2805.267638 = -604036.347673
  nChanged 4
		SP:Iteration 30Q (8817.720000 sec): 3 clusters
  Score: Raw -606843.412320 + Penalty 2805.267638 = -604038.144682
  nChanged 3
		SP:Iteration 31Q (8817.910000 sec): 3 clusters
  Score: Raw -606845.639519 + Penalty 2805.267638 = -604040.371882
  nChanged 2
		SP:Iteration 32Q (8818.120000 sec): 3 clusters
  Score: Raw -606847.002544 + Penalty 2805.267638 = -604041.734906
  nChanged 4
		SP:Iteration 33Q (8818.320000 sec): 3 clusters
  Score: Raw -606848.935569 + Penalty 2805.267638 = -604043.667931
  nChanged 2
		SP:Iteration 34Q (8818.520000 sec): 3 clusters
  Score: Raw -606851.536999 + Penalty 2805.267638 = -604046.269361
  nChanged 4
		SP:Iteration 35Q (8818.750000 sec): 3 clusters
  Score: Raw -606853.699444 + Penalty 2805.267638 = -604048.431806
  nChanged 1
		SP:Iteration 36Q (8818.940000 sec): 3 clusters
  Score: Raw -606854.379848 + Penalty 2805.267638 = -604049.112210
  nChanged 0
		SP:Iteration 37F (8819.130000 sec): 3 clusters
  Score: Raw -606854.379848 + Penalty 2805.267638 = -604049.112210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (21314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8819.280000 sec): 2 clusters
  Score: Raw -2326677.249072 + Penalty 1619.656905 = -2325057.592168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8819.590000 sec): 3 clusters
  Score: Raw -2313843.587282 + Penalty 3239.313809 = -2310604.273473
  nChanged 9642
		SP:Iteration 1F (8819.850000 sec): 3 clusters
  Score: Raw -2319314.487549 + Penalty 3239.313809 = -2316075.173740
  nChanged 1283
		SP:Iteration 2F (8820.070000 sec): 3 clusters
  Score: Raw -2319942.229791 + Penalty 3239.313809 = -2316702.915981
  nChanged 1276
		SP:Iteration 3F (8820.360000 sec): 3 clusters
  Score: Raw -2320589.913840 + Penalty 3239.313809 = -2317350.600030
  nChanged 1285
		SP:Iteration 4F (8820.610000 sec): 3 clusters
  Score: Raw -2321278.006946 + Penalty 3239.313809 = -2318038.693137
  nChanged 1203
		SP:Iteration 5F (8820.850000 sec): 3 clusters
  Score: Raw -2321982.145462 + Penalty 3239.313809 = -2318742.831653
  nChanged 1184
		SP:Iteration 6F (8821.110000 sec): 3 clusters
  Score: Raw -2322665.950984 + Penalty 3239.313809 = -2319426.637175
  nChanged 1067
		SP:Iteration 7F (8821.360000 sec): 3 clusters
  Score: Raw -2323251.882426 + Penalty 3239.313809 = -2320012.568617
  nChanged 935
		SP:Iteration 8Q (8821.600000 sec): 3 clusters
  Score: Raw -2323771.077936 + Penalty 3239.313809 = -2320531.764127
  nChanged 828
		SP:Iteration 9Q (8821.850000 sec): 3 clusters
  Score: Raw -2324194.499086 + Penalty 3239.313809 = -2320955.185277
  nChanged 678
		SP:Iteration 10Q (8822.120000 sec): 3 clusters
  Score: Raw -2324553.336789 + Penalty 3239.313809 = -2321314.022980
  nChanged 609
		SP:Iteration 11Q (8822.390000 sec): 3 clusters
  Score: Raw -2324879.267898 + Penalty 3239.313809 = -2321639.954089
  nChanged 532
		SP:Iteration 12Q (8822.690000 sec): 3 clusters
  Score: Raw -2325149.922002 + Penalty 3239.313809 = -2321910.608193
  nChanged 496
		SP:Iteration 13Q (8822.950000 sec): 3 clusters
  Score: Raw -2325364.736293 + Penalty 3239.313809 = -2322125.422484
  nChanged 378
		SP:Iteration 14Q (8823.270000 sec): 3 clusters
  Score: Raw -2325513.978645 + Penalty 3239.313809 = -2322274.664836
  nChanged 322
		SP:Iteration 15Q (8823.590000 sec): 3 clusters
  Score: Raw -2325641.299763 + Penalty 3239.313809 = -2322401.985954
  nChanged 279
		SP:Iteration 16Q (8823.870000 sec): 3 clusters
  Score: Raw -2325736.977767 + Penalty 3239.313809 = -2322497.663958
  nChanged 242
		SP:Iteration 17Q (8824.140000 sec): 3 clusters
  Score: Raw -2325821.577919 + Penalty 3239.313809 = -2322582.264109
  nChanged 243
		SP:Iteration 18Q (8824.450000 sec): 3 clusters
  Score: Raw -2325896.591946 + Penalty 3239.313809 = -2322657.278137
  nChanged 230
		SP:Iteration 19Q (8824.730000 sec): 3 clusters
  Score: Raw -2325962.240347 + Penalty 3239.313809 = -2322722.926538
  nChanged 194
		SP:Iteration 20F (8825.010000 sec): 3 clusters
  Score: Raw -2326019.247538 + Penalty 3239.313809 = -2322779.933728
  nChanged 181
		SP:Iteration 21Q (8825.300000 sec): 3 clusters
  Score: Raw -2326072.106129 + Penalty 3239.313809 = -2322832.792320
  nChanged 183
		SP:Iteration 22Q (8825.580000 sec): 3 clusters
  Score: Raw -2326119.921024 + Penalty 3239.313809 = -2322880.607215
  nChanged 166
		SP:Iteration 23Q (8825.900000 sec): 3 clusters
  Score: Raw -2326159.110301 + Penalty 3239.313809 = -2322919.796492
  nChanged 150
		SP:Iteration 24Q (8826.130000 sec): 3 clusters
  Score: Raw -2326197.175510 + Penalty 3239.313809 = -2322957.861700
  nChanged 148
		SP:Iteration 25Q (8826.410000 sec): 3 clusters
  Score: Raw -2326231.218107 + Penalty 3239.313809 = -2322991.904298
  nChanged 151
		SP:Iteration 26Q (8826.690000 sec): 3 clusters
  Score: Raw -2326277.116565 + Penalty 3239.313809 = -2323037.802756
  nChanged 175
		SP:Iteration 27Q (8826.950000 sec): 3 clusters
  Score: Raw -2326329.191814 + Penalty 3239.313809 = -2323089.878005
  nChanged 174
		SP:Iteration 28Q (8827.290000 sec): 3 clusters
  Score: Raw -2326386.484025 + Penalty 3239.313809 = -2323147.170216
  nChanged 191
		SP:Iteration 29Q (8827.530000 sec): 3 clusters
  Score: Raw -2326447.145209 + Penalty 3239.313809 = -2323207.831400
  nChanged 199
		SP:Iteration 30Q (8827.790000 sec): 3 clusters
  Score: Raw -2326523.386825 + Penalty 3239.313809 = -2323284.073016
  nChanged 189
		SP:Iteration 31Q (8828.070000 sec): 3 clusters
  Score: Raw -2326587.583127 + Penalty 3239.313809 = -2323348.269318
  nChanged 163
		SP:Iteration 32Q (8828.310000 sec): 3 clusters
  Score: Raw -2326635.128239 + Penalty 3239.313809 = -2323395.814430
  nChanged 152
		SP:Iteration 33Q (8828.630000 sec): 3 clusters
  Score: Raw -2326677.972700 + Penalty 3239.313809 = -2323438.658891
  nChanged 135
		SP:Iteration 34Q (8828.850000 sec): 3 clusters
  Score: Raw -2326713.696687 + Penalty 3239.313809 = -2323474.382878
  nChanged 121
		SP:Iteration 35Q (8829.100000 sec): 3 clusters
  Score: Raw -2326751.671983 + Penalty 3239.313809 = -2323512.358174
  nChanged 119
		SP:Iteration 36Q (8829.370000 sec): 3 clusters
  Score: Raw -2326787.511613 + Penalty 3239.313809 = -2323548.197804
  nChanged 110
		SP:Iteration 37Q (8829.670000 sec): 3 clusters
  Score: Raw -2326819.143693 + Penalty 3239.313809 = -2323579.829883
  nChanged 106
		SP:Iteration 38Q (8829.940000 sec): 3 clusters
  Score: Raw -2326849.790343 + Penalty 3239.313809 = -2323610.476534
  nChanged 106
		SP:Iteration 39Q (8830.220000 sec): 3 clusters
  Score: Raw -2326879.485348 + Penalty 3239.313809 = -2323640.171539
  nChanged 111
		SP:Iteration 40F (8830.470000 sec): 3 clusters
  Score: Raw -2326916.764687 + Penalty 3239.313809 = -2323677.450877
  nChanged 116
		SP:Iteration 41Q (8830.750000 sec): 3 clusters
  Score: Raw -2326951.941122 + Penalty 3239.313809 = -2323712.627313
  nChanged 114
		SP:Iteration 42Q (8830.980000 sec): 3 clusters
  Score: Raw -2326986.629325 + Penalty 3239.313809 = -2323747.315516
  nChanged 87
		SP:Iteration 43Q (8831.240000 sec): 3 clusters
  Score: Raw -2327016.746447 + Penalty 3239.313809 = -2323777.432637
  nChanged 106
		SP:Iteration 44Q (8831.540000 sec): 3 clusters
  Score: Raw -2327055.737798 + Penalty 3239.313809 = -2323816.423989
  nChanged 103
		SP:Iteration 45Q (8831.750000 sec): 3 clusters
  Score: Raw -2327088.442064 + Penalty 3239.313809 = -2323849.128255
  nChanged 74
		SP:Iteration 46Q (8832.070000 sec): 3 clusters
  Score: Raw -2327107.733444 + Penalty 3239.313809 = -2323868.419634
  nChanged 63
		SP:Iteration 47Q (8832.290000 sec): 3 clusters
  Score: Raw -2327123.365799 + Penalty 3239.313809 = -2323884.051990
  nChanged 52
		SP:Iteration 48Q (8832.590000 sec): 3 clusters
  Score: Raw -2327134.077641 + Penalty 3239.313809 = -2323894.763832
  nChanged 45
		SP:Iteration 49Q (8832.850000 sec): 3 clusters
  Score: Raw -2327144.718772 + Penalty 3239.313809 = -2323905.404963
  nChanged 47
		SP:Iteration 50Q (8833.080000 sec): 3 clusters
  Score: Raw -2327155.613888 + Penalty 3239.313809 = -2323916.300079
  nChanged 49
		SP:Iteration 51Q (8833.370000 sec): 3 clusters
  Score: Raw -2327167.653826 + Penalty 3239.313809 = -2323928.340017
  nChanged 59
		SP:Iteration 52Q (8833.630000 sec): 3 clusters
  Score: Raw -2327181.453845 + Penalty 3239.313809 = -2323942.140035
  nChanged 44
		SP:Iteration 53Q (8833.910000 sec): 3 clusters
  Score: Raw -2327190.242902 + Penalty 3239.313809 = -2323950.929093
  nChanged 42
		SP:Iteration 54Q (8834.140000 sec): 3 clusters
  Score: Raw -2327198.508131 + Penalty 3239.313809 = -2323959.194321
  nChanged 37
		SP:Iteration 55Q (8834.390000 sec): 3 clusters
  Score: Raw -2327204.436161 + Penalty 3239.313809 = -2323965.122352
  nChanged 28
		SP:Iteration 56Q (8834.720000 sec): 3 clusters
  Score: Raw -2327209.069385 + Penalty 3239.313809 = -2323969.755576
  nChanged 30
		SP:Iteration 57Q (8834.970000 sec): 3 clusters
  Score: Raw -2327215.453820 + Penalty 3239.313809 = -2323976.140011
  nChanged 30
		SP:Iteration 58Q (8835.320000 sec): 3 clusters
  Score: Raw -2327220.941605 + Penalty 3239.313809 = -2323981.627796
  nChanged 25
		SP:Iteration 59Q (8835.570000 sec): 3 clusters
  Score: Raw -2327224.542804 + Penalty 3239.313809 = -2323985.228995
  nChanged 14
		SP:Iteration 60F (8835.850000 sec): 3 clusters
  Score: Raw -2327227.088450 + Penalty 3239.313809 = -2323987.774641
  nChanged 18
		SP:Iteration 61Q (8836.090000 sec): 3 clusters
  Score: Raw -2327231.415111 + Penalty 3239.313809 = -2323992.101301
  nChanged 21
		SP:Iteration 62Q (8836.370000 sec): 3 clusters
  Score: Raw -2327235.380368 + Penalty 3239.313809 = -2323996.066559
  nChanged 25
		SP:Iteration 63Q (8836.620000 sec): 3 clusters
  Score: Raw -2327240.492589 + Penalty 3239.313809 = -2324001.178779
  nChanged 19
		SP:Iteration 64Q (8836.920000 sec): 3 clusters
  Score: Raw -2327243.844501 + Penalty 3239.313809 = -2324004.530691
  nChanged 16
		SP:Iteration 65Q (8837.170000 sec): 3 clusters
  Score: Raw -2327246.826579 + Penalty 3239.313809 = -2324007.512770
  nChanged 11
		SP:Iteration 66Q (8837.410000 sec): 3 clusters
  Score: Raw -2327247.895208 + Penalty 3239.313809 = -2324008.581399
  nChanged 10
		SP:Iteration 67Q (8837.690000 sec): 3 clusters
  Score: Raw -2327248.977393 + Penalty 3239.313809 = -2324009.663584
  nChanged 8
		SP:Iteration 68Q (8837.970000 sec): 3 clusters
  Score: Raw -2327250.028194 + Penalty 3239.313809 = -2324010.714385
  nChanged 10
		SP:Iteration 69Q (8838.250000 sec): 3 clusters
  Score: Raw -2327251.620004 + Penalty 3239.313809 = -2324012.306195
  nChanged 10
		SP:Iteration 70Q (8838.470000 sec): 3 clusters
  Score: Raw -2327253.291869 + Penalty 3239.313809 = -2324013.978060
  nChanged 9
		SP:Iteration 71Q (8838.750000 sec): 3 clusters
  Score: Raw -2327254.408950 + Penalty 3239.313809 = -2324015.095141
  nChanged 9
		SP:Iteration 72Q (8838.990000 sec): 3 clusters
  Score: Raw -2327255.700231 + Penalty 3239.313809 = -2324016.386422
  nChanged 10
		SP:Iteration 73Q (8839.260000 sec): 3 clusters
  Score: Raw -2327257.048271 + Penalty 3239.313809 = -2324017.734462
  nChanged 7
		SP:Iteration 74Q (8839.530000 sec): 3 clusters
  Score: Raw -2327258.506005 + Penalty 3239.313809 = -2324019.192196
  nChanged 8
		SP:Iteration 75Q (8839.800000 sec): 3 clusters
  Score: Raw -2327260.224784 + Penalty 3239.313809 = -2324020.910975
  nChanged 12
		SP:Iteration 76Q (8840.070000 sec): 3 clusters
  Score: Raw -2327262.987961 + Penalty 3239.313809 = -2324023.674152
  nChanged 16
		SP:Iteration 77Q (8840.320000 sec): 3 clusters
  Score: Raw -2327267.698617 + Penalty 3239.313809 = -2324028.384808
  nChanged 19
		SP:Iteration 78Q (8840.590000 sec): 3 clusters
  Score: Raw -2327272.580899 + Penalty 3239.313809 = -2324033.267089
  nChanged 18
		SP:Iteration 79Q (8840.850000 sec): 3 clusters
  Score: Raw -2327276.339678 + Penalty 3239.313809 = -2324037.025868
  nChanged 14
		SP:Iteration 80F (8841.110000 sec): 3 clusters
  Score: Raw -2327279.018630 + Penalty 3239.313809 = -2324039.704820
  nChanged 14
		SP:Iteration 81Q (8841.400000 sec): 3 clusters
  Score: Raw -2327281.697091 + Penalty 3239.313809 = -2324042.383282
  nChanged 19
		SP:Iteration 82Q (8841.620000 sec): 3 clusters
  Score: Raw -2327285.143479 + Penalty 3239.313809 = -2324045.829670
  nChanged 17
		SP:Iteration 83Q (8841.900000 sec): 3 clusters
  Score: Raw -2327288.447817 + Penalty 3239.313809 = -2324049.134008
  nChanged 14
		SP:Iteration 84Q (8842.140000 sec): 3 clusters
  Score: Raw -2327290.536692 + Penalty 3239.313809 = -2324051.222883
  nChanged 7
		SP:Iteration 85Q (8842.370000 sec): 3 clusters
  Score: Raw -2327291.936213 + Penalty 3239.313809 = -2324052.622404
  nChanged 12
		SP:Iteration 86Q (8842.640000 sec): 3 clusters
  Score: Raw -2327294.461932 + Penalty 3239.313809 = -2324055.148123
  nChanged 8
		SP:Iteration 87Q (8842.880000 sec): 3 clusters
  Score: Raw -2327295.616871 + Penalty 3239.313809 = -2324056.303062
  nChanged 8
		SP:Iteration 88Q (8843.190000 sec): 3 clusters
  Score: Raw -2327297.437672 + Penalty 3239.313809 = -2324058.123863
  nChanged 11
		SP:Iteration 89Q (8843.460000 sec): 3 clusters
  Score: Raw -2327299.934664 + Penalty 3239.313809 = -2324060.620855
  nChanged 16
		SP:Iteration 90Q (8843.740000 sec): 3 clusters
  Score: Raw -2327303.730965 + Penalty 3239.313809 = -2324064.417156
  nChanged 16
		SP:Iteration 91Q (8843.980000 sec): 3 clusters
  Score: Raw -2327306.871776 + Penalty 3239.313809 = -2324067.557967
  nChanged 15
		SP:Iteration 92Q (8844.300000 sec): 3 clusters
  Score: Raw -2327309.805560 + Penalty 3239.313809 = -2324070.491751
  nChanged 8
		SP:Iteration 93Q (8844.590000 sec): 3 clusters
  Score: Raw -2327311.016961 + Penalty 3239.313809 = -2324071.703152
  nChanged 8
		SP:Iteration 94Q (8844.850000 sec): 3 clusters
  Score: Raw -2327312.379234 + Penalty 3239.313809 = -2324073.065425
  nChanged 13
		SP:Iteration 95Q (8845.110000 sec): 3 clusters
  Score: Raw -2327315.096996 + Penalty 3239.313809 = -2324075.783187
  nChanged 14
		SP:Iteration 96Q (8845.410000 sec): 3 clusters
  Score: Raw -2327317.979580 + Penalty 3239.313809 = -2324078.665771
  nChanged 11
		SP:Iteration 97Q (8845.720000 sec): 3 clusters
  Score: Raw -2327319.989204 + Penalty 3239.313809 = -2324080.675395
  nChanged 11
		SP:Iteration 98Q (8846.030000 sec): 3 clusters
  Score: Raw -2327321.813168 + Penalty 3239.313809 = -2324082.499359
  nChanged 14
		SP:Iteration 99Q (8846.310000 sec): 3 clusters
  Score: Raw -2327323.891032 + Penalty 3239.313809 = -2324084.577223
  nChanged 12
		SP:Iteration 100F (8846.680000 sec): 3 clusters
  Score: Raw -2327325.915698 + Penalty 3239.313809 = -2324086.601889
  nChanged 9
		SP:Iteration 101Q (8846.980000 sec): 3 clusters
  Score: Raw -2327328.001211 + Penalty 3239.313809 = -2324088.687402
  nChanged 10
		SP:Iteration 102Q (8847.270000 sec): 3 clusters
  Score: Raw -2327330.523145 + Penalty 3239.313809 = -2324091.209336
  nChanged 15
		SP:Iteration 103Q (8847.540000 sec): 3 clusters
  Score: Raw -2327333.095848 + Penalty 3239.313809 = -2324093.782039
  nChanged 5
		SP:Iteration 104Q (8847.810000 sec): 3 clusters
  Score: Raw -2327334.529277 + Penalty 3239.313809 = -2324095.215468
  nChanged 4
		SP:Iteration 105Q (8848.030000 sec): 3 clusters
  Score: Raw -2327335.599377 + Penalty 3239.313809 = -2324096.285568
  nChanged 8
		SP:Iteration 106Q (8848.330000 sec): 3 clusters
  Score: Raw -2327337.714879 + Penalty 3239.313809 = -2324098.401070
  nChanged 6
		SP:Iteration 107Q (8848.580000 sec): 3 clusters
  Score: Raw -2327338.794136 + Penalty 3239.313809 = -2324099.480327
  nChanged 8
		SP:Iteration 108Q (8848.840000 sec): 3 clusters
  Score: Raw -2327340.511817 + Penalty 3239.313809 = -2324101.198008
  nChanged 6
		SP:Iteration 109Q (8849.090000 sec): 3 clusters
  Score: Raw -2327341.528670 + Penalty 3239.313809 = -2324102.214861
  nChanged 5
		SP:Iteration 110Q (8849.420000 sec): 3 clusters
  Score: Raw -2327342.542112 + Penalty 3239.313809 = -2324103.228303
  nChanged 9
		SP:Iteration 111Q (8849.650000 sec): 3 clusters
  Score: Raw -2327345.606307 + Penalty 3239.313809 = -2324106.292498
  nChanged 15
		SP:Iteration 112Q (8849.950000 sec): 3 clusters
  Score: Raw -2327351.225093 + Penalty 3239.313809 = -2324111.911284
  nChanged 22
		SP:Iteration 113Q (8850.220000 sec): 3 clusters
  Score: Raw -2327355.689391 + Penalty 3239.313809 = -2324116.375581
  nChanged 16
		SP:Iteration 114Q (8850.490000 sec): 3 clusters
  Score: Raw -2327359.095905 + Penalty 3239.313809 = -2324119.782096
  nChanged 15
		SP:Iteration 115Q (8850.760000 sec): 3 clusters
  Score: Raw -2327363.824285 + Penalty 3239.313809 = -2324124.510476
  nChanged 14
		SP:Iteration 116Q (8851.010000 sec): 3 clusters
  Score: Raw -2327367.591543 + Penalty 3239.313809 = -2324128.277734
  nChanged 22
		SP:Iteration 117Q (8851.290000 sec): 3 clusters
  Score: Raw -2327373.678580 + Penalty 3239.313809 = -2324134.364771
  nChanged 25
		SP:Iteration 118Q (8851.560000 sec): 3 clusters
  Score: Raw -2327383.303664 + Penalty 3239.313809 = -2324143.989855
  nChanged 27
		SP:Iteration 119Q (8851.840000 sec): 3 clusters
  Score: Raw -2327392.907416 + Penalty 3239.313809 = -2324153.593607
  nChanged 30
		SP:Iteration 120F (8852.100000 sec): 3 clusters
  Score: Raw -2327400.995369 + Penalty 3239.313809 = -2324161.681560
  nChanged 23
		SP:Iteration 121Q (8852.370000 sec): 3 clusters
  Score: Raw -2327409.007353 + Penalty 3239.313809 = -2324169.693543
  nChanged 23
		SP:Iteration 122Q (8852.640000 sec): 3 clusters
  Score: Raw -2327416.045513 + Penalty 3239.313809 = -2324176.731704
  nChanged 15
		SP:Iteration 123Q (8852.900000 sec): 3 clusters
  Score: Raw -2327419.479404 + Penalty 3239.313809 = -2324180.165594
  nChanged 11
		SP:Iteration 124Q (8853.170000 sec): 3 clusters
  Score: Raw -2327422.220912 + Penalty 3239.313809 = -2324182.907103
  nChanged 9
		SP:Iteration 125Q (8853.400000 sec): 3 clusters
  Score: Raw -2327424.166860 + Penalty 3239.313809 = -2324184.853051
  nChanged 4
		SP:Iteration 126Q (8853.660000 sec): 3 clusters
  Score: Raw -2327424.884433 + Penalty 3239.313809 = -2324185.570624
  nChanged 1
		SP:Iteration 127Q (8853.940000 sec): 3 clusters
  Score: Raw -2327424.970139 + Penalty 3239.313809 = -2324185.656330
  nChanged 1
		SP:Iteration 128Q (8854.230000 sec): 3 clusters
  Score: Raw -2327425.219280 + Penalty 3239.313809 = -2324185.905471
  nChanged 1
		SP:Iteration 129Q (8854.540000 sec): 3 clusters
  Score: Raw -2327425.394005 + Penalty 3239.313809 = -2324186.080196
  nChanged 1
		SP:Iteration 130Q (8854.780000 sec): 3 clusters
  Score: Raw -2327425.533900 + Penalty 3239.313809 = -2324186.220091
  nChanged 0
		SP:Iteration 131F (8855.080000 sec): 3 clusters
  Score: Raw -2327425.533900 + Penalty 3239.313809 = -2324186.220091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8855.190000 sec): 2 clusters
  Score: Raw -290523.705242 + Penalty 1308.756651 = -289214.948591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8855.370000 sec): 3 clusters
  Score: Raw -289115.828502 + Penalty 2617.513302 = -286498.315200
  nChanged 1263
		SP:Iteration 1F (8855.580000 sec): 3 clusters
  Score: Raw -290257.397489 + Penalty 2617.513302 = -287639.884187
  nChanged 412
		SP:Iteration 2F (8855.730000 sec): 3 clusters
  Score: Raw -290947.120898 + Penalty 2617.513302 = -288329.607596
  nChanged 336
		SP:Iteration 3F (8855.890000 sec): 3 clusters
  Score: Raw -291437.200009 + Penalty 2617.513302 = -288819.686707
  nChanged 224
		SP:Iteration 4F (8856.110000 sec): 3 clusters
  Score: Raw -291684.587861 + Penalty 2617.513302 = -289067.074559
  nChanged 146
		SP:Iteration 5Q (8856.270000 sec): 3 clusters
  Score: Raw -291846.385923 + Penalty 2617.513302 = -289228.872620
  nChanged 104
		SP:Iteration 6Q (8856.440000 sec): 3 clusters
  Score: Raw -291917.206016 + Penalty 2617.513302 = -289299.692714
  nChanged 63
		SP:Iteration 7Q (8856.640000 sec): 3 clusters
  Score: Raw -291960.026532 + Penalty 2617.513302 = -289342.513230
  nChanged 44
		SP:Iteration 8Q (8856.850000 sec): 3 clusters
  Score: Raw -291981.390405 + Penalty 2617.513302 = -289363.877102
  nChanged 36
		SP:Iteration 9Q (8857.000000 sec): 3 clusters
  Score: Raw -292006.564583 + Penalty 2617.513302 = -289389.051280
  nChanged 37
		SP:Iteration 10Q (8857.180000 sec): 3 clusters
  Score: Raw -292029.124544 + Penalty 2617.513302 = -289411.611242
  nChanged 34
		SP:Iteration 11Q (8857.350000 sec): 3 clusters
  Score: Raw -292046.485545 + Penalty 2617.513302 = -289428.972243
  nChanged 34
		SP:Iteration 12Q (8857.530000 sec): 3 clusters
  Score: Raw -292061.866730 + Penalty 2617.513302 = -289444.353427
  nChanged 30
		SP:Iteration 13Q (8857.710000 sec): 3 clusters
  Score: Raw -292082.169856 + Penalty 2617.513302 = -289464.656554
  nChanged 24
		SP:Iteration 14Q (8857.900000 sec): 3 clusters
  Score: Raw -292092.079929 + Penalty 2617.513302 = -289474.566627
  nChanged 18
		SP:Iteration 15Q (8858.060000 sec): 3 clusters
  Score: Raw -292099.962281 + Penalty 2617.513302 = -289482.448978
  nChanged 18
		SP:Iteration 16Q (8858.280000 sec): 3 clusters
  Score: Raw -292113.159355 + Penalty 2617.513302 = -289495.646053
  nChanged 20
		SP:Iteration 17Q (8858.460000 sec): 3 clusters
  Score: Raw -292131.002741 + Penalty 2617.513302 = -289513.489439
  nChanged 21
		SP:Iteration 18Q (8858.660000 sec): 3 clusters
  Score: Raw -292147.760284 + Penalty 2617.513302 = -289530.246982
  nChanged 17
		SP:Iteration 19Q (8858.880000 sec): 3 clusters
  Score: Raw -292163.547339 + Penalty 2617.513302 = -289546.034037
  nChanged 15
		SP:Iteration 20F (8859.080000 sec): 3 clusters
  Score: Raw -292172.844073 + Penalty 2617.513302 = -289555.330771
  nChanged 15
		SP:Iteration 21Q (8859.260000 sec): 3 clusters
  Score: Raw -292182.298469 + Penalty 2617.513302 = -289564.785167
  nChanged 17
		SP:Iteration 22Q (8859.460000 sec): 3 clusters
  Score: Raw -292190.370966 + Penalty 2617.513302 = -289572.857664
  nChanged 18
		SP:Iteration 23Q (8859.670000 sec): 3 clusters
  Score: Raw -292201.635490 + Penalty 2617.513302 = -289584.122188
  nChanged 22
		SP:Iteration 24Q (8859.830000 sec): 3 clusters
  Score: Raw -292215.688337 + Penalty 2617.513302 = -289598.175034
  nChanged 24
		SP:Iteration 25Q (8860.000000 sec): 3 clusters
  Score: Raw -292232.311666 + Penalty 2617.513302 = -289614.798364
  nChanged 21
		SP:Iteration 26Q (8860.160000 sec): 3 clusters
  Score: Raw -292246.549246 + Penalty 2617.513302 = -289629.035944
  nChanged 15
		SP:Iteration 27Q (8860.350000 sec): 3 clusters
  Score: Raw -292254.542775 + Penalty 2617.513302 = -289637.029473
  nChanged 9
		SP:Iteration 28Q (8860.530000 sec): 3 clusters
  Score: Raw -292257.050099 + Penalty 2617.513302 = -289639.536797
  nChanged 6
		SP:Iteration 29Q (8860.700000 sec): 3 clusters
  Score: Raw -292260.436872 + Penalty 2617.513302 = -289642.923570
  nChanged 9
		SP:Iteration 30Q (8860.900000 sec): 3 clusters
  Score: Raw -292264.623407 + Penalty 2617.513302 = -289647.110105
  nChanged 11
		SP:Iteration 31Q (8861.090000 sec): 3 clusters
  Score: Raw -292269.228570 + Penalty 2617.513302 = -289651.715268
  nChanged 9
		SP:Iteration 32Q (8861.280000 sec): 3 clusters
  Score: Raw -292272.428305 + Penalty 2617.513302 = -289654.915003
  nChanged 8
		SP:Iteration 33Q (8861.470000 sec): 3 clusters
  Score: Raw -292274.403299 + Penalty 2617.513302 = -289656.889997
  nChanged 6
		SP:Iteration 34Q (8861.670000 sec): 3 clusters
  Score: Raw -292275.757906 + Penalty 2617.513302 = -289658.244603
  nChanged 1
		SP:Iteration 35Q (8861.860000 sec): 3 clusters
  Score: Raw -292275.918688 + Penalty 2617.513302 = -289658.405386
  nChanged 0
		SP:Iteration 36F (8862.070000 sec): 3 clusters
  Score: Raw -292275.918688 + Penalty 2617.513302 = -289658.405386
  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 9.11 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8862.140000 sec): 2 clusters
  Score: Raw -29019.408789 + Penalty 936.333350 = -28083.075440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8862.340000 sec): 3 clusters
  Score: Raw -29138.448456 + Penalty 1872.666699 = -27265.781756
  nChanged 63
		SP:Iteration 1F (8862.520000 sec): 3 clusters
  Score: Raw -29354.115015 + Penalty 1872.666699 = -27481.448316
  nChanged 49
		SP:Iteration 2F (8862.680000 sec): 3 clusters
  Score: Raw -29664.625687 + Penalty 1872.666699 = -27791.958988
  nChanged 48
		SP:Iteration 3F (8862.880000 sec): 3 clusters
  Score: Raw -30133.501125 + Penalty 1872.666699 = -28260.834425
  nChanged 17
		SP:Iteration 4F (8863.080000 sec): 3 clusters
  Score: Raw -30286.197231 + Penalty 1872.666699 = -28413.530532
  nChanged 6
		SP:Iteration 5Q (8863.250000 sec): 3 clusters
  Score: Raw -30415.521377 + Penalty 1872.666699 = -28542.854678
  nChanged 7
		SP:Iteration 6Q (8863.420000 sec): 3 clusters
  Score: Raw -30508.804557 + Penalty 1872.666699 = -28636.137858
  nChanged 2
		SP:Iteration 7Q (8863.590000 sec): 3 clusters
  Score: Raw -30592.174125 + Penalty 1872.666699 = -28719.507426
  nChanged 2
		SP:Iteration 8Q (8863.760000 sec): 3 clusters
  Score: Raw -30652.109692 + Penalty 1872.666699 = -28779.442993
  nChanged 2
		SP:Iteration 9Q (8863.940000 sec): 3 clusters
  Score: Raw -30678.056025 + Penalty 1872.666699 = -28805.389326
  nChanged 0
		SP:Iteration 10F (8864.080000 sec): 3 clusters
  Score: Raw -30678.371431 + Penalty 1872.666699 = -28805.704731
  nChanged 1
		SP:Iteration 11Q (8864.250000 sec): 3 clusters
  Score: Raw -30701.338601 + Penalty 1872.666699 = -28828.671902
  nChanged 1
		SP:Iteration 12Q (8864.440000 sec): 3 clusters
  Score: Raw -30711.755993 + Penalty 1872.666699 = -28839.089293
  nChanged 0
		SP:Iteration 13F (8864.640000 sec): 3 clusters
  Score: Raw -30711.755993 + Penalty 1872.666699 = -28839.089293
  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 9.11 GB.

 Trying to split cluster 54 (4703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8864.780000 sec): 2 clusters
  Score: Raw -510585.504474 + Penalty 1374.092831 = -509211.411643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8864.940000 sec): 3 clusters
  Score: Raw -508137.225906 + Penalty 2748.185662 = -505389.040244
  nChanged 1892
		SP:Iteration 1F (8865.120000 sec): 3 clusters
  Score: Raw -509247.225506 + Penalty 2748.185662 = -506499.039844
  nChanged 388
		SP:Iteration 2F (8865.310000 sec): 3 clusters
  Score: Raw -509502.187989 + Penalty 2748.185662 = -506754.002328
  nChanged 291
		SP:Iteration 3F (8865.500000 sec): 3 clusters
  Score: Raw -509681.374158 + Penalty 2748.185662 = -506933.188496
  nChanged 222
		SP:Iteration 4Q (8865.670000 sec): 3 clusters
  Score: Raw -509817.334730 + Penalty 2748.185662 = -507069.149068
  nChanged 203
		SP:Iteration 5Q (8865.900000 sec): 3 clusters
  Score: Raw -509959.929705 + Penalty 2748.185662 = -507211.744044
  nChanged 183
		SP:Iteration 6Q (8866.070000 sec): 3 clusters
  Score: Raw -510061.538398 + Penalty 2748.185662 = -507313.352737
  nChanged 150
		SP:Iteration 7Q (8866.270000 sec): 3 clusters
  Score: Raw -510155.382215 + Penalty 2748.185662 = -507407.196554
  nChanged 138
		SP:Iteration 8Q (8866.490000 sec): 3 clusters
  Score: Raw -510225.880013 + Penalty 2748.185662 = -507477.694352
  nChanged 129
		SP:Iteration 9Q (8866.710000 sec): 3 clusters
  Score: Raw -510289.568619 + Penalty 2748.185662 = -507541.382957
  nChanged 118
		SP:Iteration 10Q (8866.890000 sec): 3 clusters
  Score: Raw -510352.241752 + Penalty 2748.185662 = -507604.056091
  nChanged 102
		SP:Iteration 11Q (8867.130000 sec): 3 clusters
  Score: Raw -510405.016887 + Penalty 2748.185662 = -507656.831226
  nChanged 94
		SP:Iteration 12Q (8867.340000 sec): 3 clusters
  Score: Raw -510450.770343 + Penalty 2748.185662 = -507702.584681
  nChanged 78
		SP:Iteration 13Q (8867.550000 sec): 3 clusters
  Score: Raw -510489.016096 + Penalty 2748.185662 = -507740.830435
  nChanged 93
		SP:Iteration 14Q (8867.720000 sec): 3 clusters
  Score: Raw -510534.151057 + Penalty 2748.185662 = -507785.965396
  nChanged 106
		SP:Iteration 15Q (8867.890000 sec): 3 clusters
  Score: Raw -510591.916974 + Penalty 2748.185662 = -507843.731312
  nChanged 128
		SP:Iteration 16Q (8868.080000 sec): 3 clusters
  Score: Raw -510659.489970 + Penalty 2748.185662 = -507911.304308
  nChanged 112
		SP:Iteration 17Q (8868.290000 sec): 3 clusters
  Score: Raw -510729.676744 + Penalty 2748.185662 = -507981.491083
  nChanged 130
		SP:Iteration 18Q (8868.490000 sec): 3 clusters
  Score: Raw -510810.623168 + Penalty 2748.185662 = -508062.437506
  nChanged 140
		SP:Iteration 19Q (8868.700000 sec): 3 clusters
  Score: Raw -510918.357135 + Penalty 2748.185662 = -508170.171474
  nChanged 152
		SP:Iteration 20F (8868.910000 sec): 3 clusters
  Score: Raw -511053.056594 + Penalty 2748.185662 = -508304.870932
  nChanged 170
		SP:Iteration 21Q (8869.080000 sec): 3 clusters
  Score: Raw -511203.673946 + Penalty 2748.185662 = -508455.488285
  nChanged 156
		SP:Iteration 22Q (8869.280000 sec): 3 clusters
  Score: Raw -511363.685415 + Penalty 2748.185662 = -508615.499754
  nChanged 156
		SP:Iteration 23Q (8869.490000 sec): 3 clusters
  Score: Raw -511544.281522 + Penalty 2748.185662 = -508796.095861
  nChanged 152
		SP:Iteration 24Q (8869.700000 sec): 3 clusters
  Score: Raw -511720.303799 + Penalty 2748.185662 = -508972.118137
  nChanged 121
		SP:Iteration 25Q (8869.950000 sec): 3 clusters
  Score: Raw -511837.767709 + Penalty 2748.185662 = -509089.582048
  nChanged 89
		SP:Iteration 26Q (8870.140000 sec): 3 clusters
  Score: Raw -511919.375440 + Penalty 2748.185662 = -509171.189778
  nChanged 69
		SP:Iteration 27Q (8870.340000 sec): 3 clusters
  Score: Raw -511976.896775 + Penalty 2748.185662 = -509228.711113
  nChanged 43
		SP:Iteration 28Q (8870.560000 sec): 3 clusters
  Score: Raw -512005.640259 + Penalty 2748.185662 = -509257.454598
  nChanged 31
		SP:Iteration 29Q (8870.750000 sec): 3 clusters
  Score: Raw -512024.155337 + Penalty 2748.185662 = -509275.969676
  nChanged 26
		SP:Iteration 30Q (8870.940000 sec): 3 clusters
  Score: Raw -512036.376926 + Penalty 2748.185662 = -509288.191264
  nChanged 18
		SP:Iteration 31Q (8871.200000 sec): 3 clusters
  Score: Raw -512044.239823 + Penalty 2748.185662 = -509296.054161
  nChanged 12
		SP:Iteration 32Q (8871.370000 sec): 3 clusters
  Score: Raw -512047.295095 + Penalty 2748.185662 = -509299.109433
  nChanged 2
		SP:Iteration 33Q (8871.580000 sec): 3 clusters
  Score: Raw -512047.889438 + Penalty 2748.185662 = -509299.703776
  nChanged 0
		SP:Iteration 34F (8871.800000 sec): 3 clusters
  Score: Raw -512047.889438 + Penalty 2748.185662 = -509299.703776
  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 9.11 GB.

 Trying to split cluster 55 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8871.900000 sec): 2 clusters
  Score: Raw -159682.929668 + Penalty 1189.693140 = -158493.236527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8872.110000 sec): 3 clusters
  Score: Raw -159110.522689 + Penalty 2379.386281 = -156731.136408
  nChanged 502
		SP:Iteration 1F (8872.220000 sec): 3 clusters
  Score: Raw -159488.299345 + Penalty 2379.386281 = -157108.913065
  nChanged 130
		SP:Iteration 2F (8872.400000 sec): 3 clusters
  Score: Raw -159607.536955 + Penalty 2379.386281 = -157228.150674
  nChanged 81
		SP:Iteration 3F (8872.570000 sec): 3 clusters
  Score: Raw -159696.616237 + Penalty 2379.386281 = -157317.229956
  nChanged 71
		SP:Iteration 4Q (8872.760000 sec): 3 clusters
  Score: Raw -159769.580499 + Penalty 2379.386281 = -157390.194218
  nChanged 60
		SP:Iteration 5Q (8872.890000 sec): 3 clusters
  Score: Raw -159834.346200 + Penalty 2379.386281 = -157454.959919
  nChanged 54
		SP:Iteration 6Q (8873.090000 sec): 3 clusters
  Score: Raw -159897.479751 + Penalty 2379.386281 = -157518.093470
  nChanged 52
		SP:Iteration 7Q (8873.340000 sec): 3 clusters
  Score: Raw -159978.247783 + Penalty 2379.386281 = -157598.861502
  nChanged 45
		SP:Iteration 8Q (8873.460000 sec): 3 clusters
  Score: Raw -160060.505829 + Penalty 2379.386281 = -157681.119548
  nChanged 43
		SP:Iteration 9Q (8873.620000 sec): 3 clusters
  Score: Raw -160132.164524 + Penalty 2379.386281 = -157752.778244
  nChanged 46
		SP:Iteration 10Q (8873.760000 sec): 3 clusters
  Score: Raw -160193.789850 + Penalty 2379.386281 = -157814.403569
  nChanged 34
		SP:Iteration 11Q (8873.890000 sec): 3 clusters
  Score: Raw -160239.560676 + Penalty 2379.386281 = -157860.174395
  nChanged 36
		SP:Iteration 12Q (8874.050000 sec): 3 clusters
  Score: Raw -160293.154862 + Penalty 2379.386281 = -157913.768581
  nChanged 32
		SP:Iteration 13Q (8874.240000 sec): 3 clusters
  Score: Raw -160326.750127 + Penalty 2379.386281 = -157947.363846
  nChanged 30
		SP:Iteration 14Q (8874.380000 sec): 3 clusters
  Score: Raw -160360.637427 + Penalty 2379.386281 = -157981.251146
  nChanged 18
		SP:Iteration 15Q (8874.530000 sec): 3 clusters
  Score: Raw -160380.339282 + Penalty 2379.386281 = -158000.953001
  nChanged 28
		SP:Iteration 16Q (8874.700000 sec): 3 clusters
  Score: Raw -160423.218402 + Penalty 2379.386281 = -158043.832121
  nChanged 16
		SP:Iteration 17Q (8874.870000 sec): 3 clusters
  Score: Raw -160451.986474 + Penalty 2379.386281 = -158072.600193
  nChanged 21
		SP:Iteration 18Q (8875.090000 sec): 3 clusters
  Score: Raw -160473.991746 + Penalty 2379.386281 = -158094.605465
  nChanged 15
		SP:Iteration 19Q (8875.250000 sec): 3 clusters
  Score: Raw -160488.322665 + Penalty 2379.386281 = -158108.936384
  nChanged 16
		SP:Iteration 20F (8875.360000 sec): 3 clusters
  Score: Raw -160499.978578 + Penalty 2379.386281 = -158120.592297
  nChanged 8
		SP:Iteration 21Q (8875.500000 sec): 3 clusters
  Score: Raw -160503.749738 + Penalty 2379.386281 = -158124.363457
  nChanged 3
		SP:Iteration 22Q (8875.740000 sec): 3 clusters
  Score: Raw -160506.622293 + Penalty 2379.386281 = -158127.236012
  nChanged 2
		SP:Iteration 23Q (8875.920000 sec): 3 clusters
  Score: Raw -160509.961586 + Penalty 2379.386281 = -158130.575305
  nChanged 4
		SP:Iteration 24Q (8876.130000 sec): 3 clusters
  Score: Raw -160512.948261 + Penalty 2379.386281 = -158133.561980
  nChanged 3
		SP:Iteration 25Q (8876.330000 sec): 3 clusters
  Score: Raw -160514.477728 + Penalty 2379.386281 = -158135.091447
  nChanged 3
		SP:Iteration 26Q (8876.490000 sec): 3 clusters
  Score: Raw -160518.462670 + Penalty 2379.386281 = -158139.076389
  nChanged 6
		SP:Iteration 27Q (8876.710000 sec): 3 clusters
  Score: Raw -160523.591432 + Penalty 2379.386281 = -158144.205151
  nChanged 5
		SP:Iteration 28Q (8876.890000 sec): 3 clusters
  Score: Raw -160529.272388 + Penalty 2379.386281 = -158149.886107
  nChanged 7
		SP:Iteration 29Q (8877.080000 sec): 3 clusters
  Score: Raw -160534.822654 + Penalty 2379.386281 = -158155.436373
  nChanged 4
		SP:Iteration 30Q (8877.260000 sec): 3 clusters
  Score: Raw -160537.424312 + Penalty 2379.386281 = -158158.038031
  nChanged 6
		SP:Iteration 31Q (8877.440000 sec): 3 clusters
  Score: Raw -160539.518545 + Penalty 2379.386281 = -158160.132264
  nChanged 2
		SP:Iteration 32Q (8877.620000 sec): 3 clusters
  Score: Raw -160540.949016 + Penalty 2379.386281 = -158161.562735
  nChanged 0
		SP:Iteration 33F (8877.810000 sec): 3 clusters
  Score: Raw -160540.949016 + Penalty 2379.386281 = -158161.562735
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (8328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8877.950000 sec): 2 clusters
  Score: Raw -937458.506267 + Penalty 1466.949024 = -935991.557242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8878.180000 sec): 3 clusters
  Score: Raw -932808.977496 + Penalty 2933.898048 = -929875.079448
  nChanged 3552
		SP:Iteration 1F (8878.440000 sec): 3 clusters
  Score: Raw -934727.020166 + Penalty 2933.898048 = -931793.122118
  nChanged 645
		SP:Iteration 2F (8878.650000 sec): 3 clusters
  Score: Raw -935179.691052 + Penalty 2933.898048 = -932245.793004
  nChanged 708
		SP:Iteration 3F (8878.910000 sec): 3 clusters
  Score: Raw -935772.575392 + Penalty 2933.898048 = -932838.677343
  nChanged 680
		SP:Iteration 4F (8879.150000 sec): 3 clusters
  Score: Raw -936381.399792 + Penalty 2933.898048 = -933447.501744
  nChanged 578
		SP:Iteration 5F (8879.380000 sec): 3 clusters
  Score: Raw -936873.969979 + Penalty 2933.898048 = -933940.071930
  nChanged 435
		SP:Iteration 6F (8879.570000 sec): 3 clusters
  Score: Raw -937213.494602 + Penalty 2933.898048 = -934279.596554
  nChanged 308
		SP:Iteration 7Q (8879.810000 sec): 3 clusters
  Score: Raw -937410.810553 + Penalty 2933.898048 = -934476.912505
  nChanged 198
		SP:Iteration 8Q (8880.010000 sec): 3 clusters
  Score: Raw -937517.326402 + Penalty 2933.898048 = -934583.428354
  nChanged 117
		SP:Iteration 9Q (8880.190000 sec): 3 clusters
  Score: Raw -937581.628312 + Penalty 2933.898048 = -934647.730264
  nChanged 105
		SP:Iteration 10Q (8880.390000 sec): 3 clusters
  Score: Raw -937629.552617 + Penalty 2933.898048 = -934695.654568
  nChanged 74
		SP:Iteration 11Q (8880.580000 sec): 3 clusters
  Score: Raw -937661.345737 + Penalty 2933.898048 = -934727.447688
  nChanged 54
		SP:Iteration 12Q (8880.820000 sec): 3 clusters
  Score: Raw -937681.189072 + Penalty 2933.898048 = -934747.291024
  nChanged 41
		SP:Iteration 13Q (8881.040000 sec): 3 clusters
  Score: Raw -937694.433413 + Penalty 2933.898048 = -934760.535365
  nChanged 31
		SP:Iteration 14Q (8881.320000 sec): 3 clusters
  Score: Raw -937705.205861 + Penalty 2933.898048 = -934771.307812
  nChanged 28
		SP:Iteration 15Q (8881.520000 sec): 3 clusters
  Score: Raw -937714.101548 + Penalty 2933.898048 = -934780.203500
  nChanged 16
		SP:Iteration 16Q (8881.720000 sec): 3 clusters
  Score: Raw -937719.166768 + Penalty 2933.898048 = -934785.268719
  nChanged 14
		SP:Iteration 17Q (8881.980000 sec): 3 clusters
  Score: Raw -937723.336852 + Penalty 2933.898048 = -934789.438803
  nChanged 10
		SP:Iteration 18Q (8882.180000 sec): 3 clusters
  Score: Raw -937726.057580 + Penalty 2933.898048 = -934792.159532
  nChanged 8
		SP:Iteration 19Q (8882.380000 sec): 3 clusters
  Score: Raw -937728.486718 + Penalty 2933.898048 = -934794.588670
  nChanged 12
		SP:Iteration 20F (8882.580000 sec): 3 clusters
  Score: Raw -937732.092932 + Penalty 2933.898048 = -934798.194884
  nChanged 14
		SP:Iteration 21Q (8882.780000 sec): 3 clusters
  Score: Raw -937736.699788 + Penalty 2933.898048 = -934802.801740
  nChanged 17
		SP:Iteration 22Q (8883.090000 sec): 3 clusters
  Score: Raw -937743.347759 + Penalty 2933.898048 = -934809.449711
  nChanged 16
		SP:Iteration 23Q (8883.310000 sec): 3 clusters
  Score: Raw -937748.557187 + Penalty 2933.898048 = -934814.659138
  nChanged 13
		SP:Iteration 24Q (8883.500000 sec): 3 clusters
  Score: Raw -937752.928900 + Penalty 2933.898048 = -934819.030851
  nChanged 12
		SP:Iteration 25Q (8883.700000 sec): 3 clusters
  Score: Raw -937756.695420 + Penalty 2933.898048 = -934822.797371
  nChanged 6
		SP:Iteration 26Q (8883.940000 sec): 3 clusters
  Score: Raw -937758.118836 + Penalty 2933.898048 = -934824.220788
  nChanged 6
		SP:Iteration 27Q (8884.190000 sec): 3 clusters
  Score: Raw -937759.109016 + Penalty 2933.898048 = -934825.210967
  nChanged 3
		SP:Iteration 28Q (8884.390000 sec): 3 clusters
  Score: Raw -937759.869653 + Penalty 2933.898048 = -934825.971604
  nChanged 3
		SP:Iteration 29Q (8884.570000 sec): 3 clusters
  Score: Raw -937760.545343 + Penalty 2933.898048 = -934826.647294
  nChanged 4
		SP:Iteration 30Q (8884.790000 sec): 3 clusters
  Score: Raw -937761.256044 + Penalty 2933.898048 = -934827.357996
  nChanged 1
		SP:Iteration 31Q (8885.030000 sec): 3 clusters
  Score: Raw -937761.428080 + Penalty 2933.898048 = -934827.530032
  nChanged 0
		SP:Iteration 32F (8885.230000 sec): 3 clusters
  Score: Raw -937761.428080 + Penalty 2933.898048 = -934827.530032
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (58151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8885.620000 sec): 2 clusters
  Score: Raw -6453791.696291 + Penalty 1782.754733 = -6452008.941559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8886.080000 sec): 3 clusters
  Score: Raw -6416526.898381 + Penalty 3565.509465 = -6412961.388916
  nChanged 27563
		SP:Iteration 1F (8886.520000 sec): 3 clusters
  Score: Raw -6432507.000962 + Penalty 3565.509465 = -6428941.491497
  nChanged 2403
		SP:Iteration 2Q (8886.950000 sec): 3 clusters
  Score: Raw -6433279.195572 + Penalty 3565.509465 = -6429713.686106
  nChanged 2594
		SP:Iteration 3Q (8887.330000 sec): 3 clusters
  Score: Raw -6434296.738736 + Penalty 3565.509465 = -6430731.229271
  nChanged 2829
		SP:Iteration 4Q (8887.760000 sec): 3 clusters
  Score: Raw -6435610.087436 + Penalty 3565.509465 = -6432044.577970
  nChanged 3079
		SP:Iteration 5F (8888.160000 sec): 3 clusters
  Score: Raw -6437284.511999 + Penalty 3565.509465 = -6433719.002534
  nChanged 3324
		SP:Iteration 6F (8888.530000 sec): 3 clusters
  Score: Raw -6439218.682389 + Penalty 3565.509465 = -6435653.172924
  nChanged 3333
		SP:Iteration 7F (8889.020000 sec): 3 clusters
  Score: Raw -6441250.748865 + Penalty 3565.509465 = -6437685.239400
  nChanged 3196
		SP:Iteration 8F (8889.440000 sec): 3 clusters
  Score: Raw -6443313.155666 + Penalty 3565.509465 = -6439747.646201
  nChanged 2892
		SP:Iteration 9Q (8889.840000 sec): 3 clusters
  Score: Raw -6445299.640608 + Penalty 3565.509465 = -6441734.131142
  nChanged 2512
		SP:Iteration 10Q (8890.310000 sec): 3 clusters
  Score: Raw -6446889.562961 + Penalty 3565.509465 = -6443324.053496
  nChanged 2004
		SP:Iteration 11Q (8890.750000 sec): 3 clusters
  Score: Raw -6447851.991208 + Penalty 3565.509465 = -6444286.481743
  nChanged 1447
		SP:Iteration 12Q (8891.220000 sec): 3 clusters
  Score: Raw -6448389.947279 + Penalty 3565.509465 = -6444824.437814
  nChanged 1121
		SP:Iteration 13Q (8891.690000 sec): 3 clusters
  Score: Raw -6448800.479405 + Penalty 3565.509465 = -6445234.969940
  nChanged 1054
		SP:Iteration 14Q (8892.130000 sec): 3 clusters
  Score: Raw -6449200.686125 + Penalty 3565.509465 = -6445635.176660
  nChanged 1019
		SP:Iteration 15Q (8892.640000 sec): 3 clusters
  Score: Raw -6449610.840910 + Penalty 3565.509465 = -6446045.331444
  nChanged 1030
		SP:Iteration 16Q (8893.130000 sec): 3 clusters
  Score: Raw -6450059.129120 + Penalty 3565.509465 = -6446493.619655
  nChanged 1073
		SP:Iteration 17Q (8893.620000 sec): 3 clusters
  Score: Raw -6450577.300252 + Penalty 3565.509465 = -6447011.790787
  nChanged 1056
		SP:Iteration 18Q (8894.110000 sec): 3 clusters
  Score: Raw -6451127.698465 + Penalty 3565.509465 = -6447562.189000
  nChanged 1049
		SP:Iteration 19Q (8894.620000 sec): 3 clusters
  Score: Raw -6451710.285637 + Penalty 3565.509465 = -6448144.776171
  nChanged 943
		SP:Iteration 20F (8895.100000 sec): 3 clusters
  Score: Raw -6452267.110199 + Penalty 3565.509465 = -6448701.600734
  nChanged 826
		SP:Iteration 21Q (8895.630000 sec): 3 clusters
  Score: Raw -6452769.949172 + Penalty 3565.509465 = -6449204.439707
  nChanged 695
		SP:Iteration 22Q (8896.130000 sec): 3 clusters
  Score: Raw -6453133.128663 + Penalty 3565.509465 = -6449567.619198
  nChanged 590
		SP:Iteration 23Q (8896.550000 sec): 3 clusters
  Score: Raw -6453404.716431 + Penalty 3565.509465 = -6449839.206966
  nChanged 514
		SP:Iteration 24Q (8897.020000 sec): 3 clusters
  Score: Raw -6453609.358787 + Penalty 3565.509465 = -6450043.849321
  nChanged 430
		SP:Iteration 25Q (8897.490000 sec): 3 clusters
  Score: Raw -6453766.747513 + Penalty 3565.509465 = -6450201.238048
  nChanged 359
		SP:Iteration 26Q (8897.950000 sec): 3 clusters
  Score: Raw -6453877.981604 + Penalty 3565.509465 = -6450312.472139
  nChanged 301
		SP:Iteration 27Q (8898.410000 sec): 3 clusters
  Score: Raw -6453963.822788 + Penalty 3565.509465 = -6450398.313323
  nChanged 244
		SP:Iteration 28Q (8898.890000 sec): 3 clusters
  Score: Raw -6454017.859405 + Penalty 3565.509465 = -6450452.349939
  nChanged 193
		SP:Iteration 29Q (8899.320000 sec): 3 clusters
  Score: Raw -6454055.402884 + Penalty 3565.509465 = -6450489.893419
  nChanged 157
		SP:Iteration 30Q (8899.830000 sec): 3 clusters
  Score: Raw -6454079.431859 + Penalty 3565.509465 = -6450513.922393
  nChanged 116
		SP:Iteration 31Q (8900.270000 sec): 3 clusters
  Score: Raw -6454094.135986 + Penalty 3565.509465 = -6450528.626520
  nChanged 92
		SP:Iteration 32Q (8900.730000 sec): 3 clusters
  Score: Raw -6454105.590901 + Penalty 3565.509465 = -6450540.081436
  nChanged 80
		SP:Iteration 33Q (8901.230000 sec): 3 clusters
  Score: Raw -6454114.186907 + Penalty 3565.509465 = -6450548.677442
  nChanged 63
		SP:Iteration 34Q (8901.690000 sec): 3 clusters
  Score: Raw -6454121.478093 + Penalty 3565.509465 = -6450555.968628
  nChanged 63
		SP:Iteration 35Q (8902.130000 sec): 3 clusters
  Score: Raw -6454128.122922 + Penalty 3565.509465 = -6450562.613457
  nChanged 59
		SP:Iteration 36Q (8902.590000 sec): 3 clusters
  Score: Raw -6454134.311386 + Penalty 3565.509465 = -6450568.801920
  nChanged 47
		SP:Iteration 37Q (8903.050000 sec): 3 clusters
  Score: Raw -6454138.355330 + Penalty 3565.509465 = -6450572.845865
  nChanged 52
		SP:Iteration 38Q (8903.470000 sec): 3 clusters
  Score: Raw -6454143.779821 + Penalty 3565.509465 = -6450578.270356
  nChanged 50
		SP:Iteration 39Q (8903.870000 sec): 3 clusters
  Score: Raw -6454148.946713 + Penalty 3565.509465 = -6450583.437248
  nChanged 60
		SP:Iteration 40F (8904.370000 sec): 3 clusters
  Score: Raw -6454156.917755 + Penalty 3565.509465 = -6450591.408290
  nChanged 68
		SP:Iteration 41Q (8904.820000 sec): 3 clusters
  Score: Raw -6454165.088811 + Penalty 3565.509465 = -6450599.579346
  nChanged 58
		SP:Iteration 42Q (8905.300000 sec): 3 clusters
  Score: Raw -6454172.696526 + Penalty 3565.509465 = -6450607.187061
  nChanged 58
		SP:Iteration 43Q (8905.720000 sec): 3 clusters
  Score: Raw -6454179.392590 + Penalty 3565.509465 = -6450613.883125
  nChanged 56
		SP:Iteration 44Q (8906.170000 sec): 3 clusters
  Score: Raw -6454185.072047 + Penalty 3565.509465 = -6450619.562582
  nChanged 57
		SP:Iteration 45Q (8906.610000 sec): 3 clusters
  Score: Raw -6454190.326930 + Penalty 3565.509465 = -6450624.817465
  nChanged 54
		SP:Iteration 46Q (8907.010000 sec): 3 clusters
  Score: Raw -6454194.943159 + Penalty 3565.509465 = -6450629.433694
  nChanged 47
		SP:Iteration 47Q (8907.450000 sec): 3 clusters
  Score: Raw -6454199.457561 + Penalty 3565.509465 = -6450633.948095
  nChanged 49
		SP:Iteration 48Q (8907.910000 sec): 3 clusters
  Score: Raw -6454205.056870 + Penalty 3565.509465 = -6450639.547404
  nChanged 52
		SP:Iteration 49Q (8908.300000 sec): 3 clusters
  Score: Raw -6454210.136168 + Penalty 3565.509465 = -6450644.626702
  nChanged 43
		SP:Iteration 50Q (8908.820000 sec): 3 clusters
  Score: Raw -6454214.321518 + Penalty 3565.509465 = -6450648.812053
  nChanged 40
		SP:Iteration 51Q (8909.240000 sec): 3 clusters
  Score: Raw -6454218.094589 + Penalty 3565.509465 = -6450652.585123
  nChanged 35
		SP:Iteration 52Q (8909.690000 sec): 3 clusters
  Score: Raw -6454221.782177 + Penalty 3565.509465 = -6450656.272712
  nChanged 25
		SP:Iteration 53Q (8910.150000 sec): 3 clusters
  Score: Raw -6454224.588993 + Penalty 3565.509465 = -6450659.079528
  nChanged 36
		SP:Iteration 54Q (8910.660000 sec): 3 clusters
  Score: Raw -6454229.243017 + Penalty 3565.509465 = -6450663.733552
  nChanged 43
		SP:Iteration 55Q (8911.140000 sec): 3 clusters
  Score: Raw -6454233.990998 + Penalty 3565.509465 = -6450668.481533
  nChanged 42
		SP:Iteration 56Q (8911.600000 sec): 3 clusters
  Score: Raw -6454237.794165 + Penalty 3565.509465 = -6450672.284700
  nChanged 29
		SP:Iteration 57Q (8912.080000 sec): 3 clusters
  Score: Raw -6454240.138350 + Penalty 3565.509465 = -6450674.628885
  nChanged 33
		SP:Iteration 58Q (8912.550000 sec): 3 clusters
  Score: Raw -6454242.889917 + Penalty 3565.509465 = -6450677.380452
  nChanged 30
		SP:Iteration 59Q (8913.110000 sec): 3 clusters
  Score: Raw -6454245.545706 + Penalty 3565.509465 = -6450680.036240
  nChanged 27
		SP:Iteration 60F (8913.560000 sec): 3 clusters
  Score: Raw -6454247.883756 + Penalty 3565.509465 = -6450682.374290
  nChanged 28
		SP:Iteration 61Q (8914.030000 sec): 3 clusters
  Score: Raw -6454250.240141 + Penalty 3565.509465 = -6450684.730676
  nChanged 20
		SP:Iteration 62Q (8914.460000 sec): 3 clusters
  Score: Raw -6454251.711134 + Penalty 3565.509465 = -6450686.201668
  nChanged 16
		SP:Iteration 63Q (8914.930000 sec): 3 clusters
  Score: Raw -6454252.876208 + Penalty 3565.509465 = -6450687.366742
  nChanged 21
		SP:Iteration 64Q (8915.410000 sec): 3 clusters
  Score: Raw -6454254.438115 + Penalty 3565.509465 = -6450688.928650
  nChanged 24
		SP:Iteration 65Q (8915.850000 sec): 3 clusters
  Score: Raw -6454256.637073 + Penalty 3565.509465 = -6450691.127608
  nChanged 28
		SP:Iteration 66Q (8916.290000 sec): 3 clusters
  Score: Raw -6454259.149529 + Penalty 3565.509465 = -6450693.640064
  nChanged 31
		SP:Iteration 67Q (8916.720000 sec): 3 clusters
  Score: Raw -6454261.741793 + Penalty 3565.509465 = -6450696.232328
  nChanged 23
		SP:Iteration 68Q (8917.170000 sec): 3 clusters
  Score: Raw -6454263.794010 + Penalty 3565.509465 = -6450698.284545
  nChanged 26
		SP:Iteration 69Q (8917.610000 sec): 3 clusters
  Score: Raw -6454266.147270 + Penalty 3565.509465 = -6450700.637805
  nChanged 17
		SP:Iteration 70Q (8918.080000 sec): 3 clusters
  Score: Raw -6454267.180454 + Penalty 3565.509465 = -6450701.670989
  nChanged 10
		SP:Iteration 71Q (8918.550000 sec): 3 clusters
  Score: Raw -6454267.952783 + Penalty 3565.509465 = -6450702.443317
  nChanged 9
		SP:Iteration 72Q (8919.010000 sec): 3 clusters
  Score: Raw -6454268.620179 + Penalty 3565.509465 = -6450703.110714
  nChanged 14
		SP:Iteration 73Q (8919.530000 sec): 3 clusters
  Score: Raw -6454269.586905 + Penalty 3565.509465 = -6450704.077440
  nChanged 11
		SP:Iteration 74Q (8919.970000 sec): 3 clusters
  Score: Raw -6454270.475767 + Penalty 3565.509465 = -6450704.966302
  nChanged 11
		SP:Iteration 75Q (8920.410000 sec): 3 clusters
  Score: Raw -6454271.260078 + Penalty 3565.509465 = -6450705.750613
  nChanged 10
		SP:Iteration 76Q (8920.860000 sec): 3 clusters
  Score: Raw -6454271.936464 + Penalty 3565.509465 = -6450706.426999
  nChanged 10
		SP:Iteration 77Q (8921.330000 sec): 3 clusters
  Score: Raw -6454272.403786 + Penalty 3565.509465 = -6450706.894321
  nChanged 8
		SP:Iteration 78Q (8921.770000 sec): 3 clusters
  Score: Raw -6454272.931225 + Penalty 3565.509465 = -6450707.421760
  nChanged 7
		SP:Iteration 79Q (8922.180000 sec): 3 clusters
  Score: Raw -6454273.333034 + Penalty 3565.509465 = -6450707.823568
  nChanged 6
		SP:Iteration 80F (8922.650000 sec): 3 clusters
  Score: Raw -6454273.636605 + Penalty 3565.509465 = -6450708.127140
  nChanged 5
		SP:Iteration 81Q (8923.110000 sec): 3 clusters
  Score: Raw -6454274.032062 + Penalty 3565.509465 = -6450708.522596
  nChanged 5
		SP:Iteration 82Q (8923.520000 sec): 3 clusters
  Score: Raw -6454274.357821 + Penalty 3565.509465 = -6450708.848356
  nChanged 6
		SP:Iteration 83Q (8923.940000 sec): 3 clusters
  Score: Raw -6454274.669892 + Penalty 3565.509465 = -6450709.160427
  nChanged 5
		SP:Iteration 84Q (8924.380000 sec): 3 clusters
  Score: Raw -6454274.982609 + Penalty 3565.509465 = -6450709.473143
  nChanged 6
		SP:Iteration 85Q (8924.840000 sec): 3 clusters
  Score: Raw -6454275.203409 + Penalty 3565.509465 = -6450709.693944
  nChanged 4
		SP:Iteration 86Q (8925.270000 sec): 3 clusters
  Score: Raw -6454275.420513 + Penalty 3565.509465 = -6450709.911048
  nChanged 5
		SP:Iteration 87Q (8925.660000 sec): 3 clusters
  Score: Raw -6454275.924470 + Penalty 3565.509465 = -6450710.415004
  nChanged 10
		SP:Iteration 88Q (8926.040000 sec): 3 clusters
  Score: Raw -6454276.882055 + Penalty 3565.509465 = -6450711.372590
  nChanged 10
		SP:Iteration 89Q (8926.460000 sec): 3 clusters
  Score: Raw -6454277.651356 + Penalty 3565.509465 = -6450712.141891
  nChanged 12
		SP:Iteration 90Q (8926.840000 sec): 3 clusters
  Score: Raw -6454278.456952 + Penalty 3565.509465 = -6450712.947486
  nChanged 9
		SP:Iteration 91Q (8927.300000 sec): 3 clusters
  Score: Raw -6454279.043451 + Penalty 3565.509465 = -6450713.533986
  nChanged 10
		SP:Iteration 92Q (8927.710000 sec): 3 clusters
  Score: Raw -6454279.612563 + Penalty 3565.509465 = -6450714.103098
  nChanged 7
		SP:Iteration 93Q (8928.100000 sec): 3 clusters
  Score: Raw -6454279.942501 + Penalty 3565.509465 = -6450714.433036
  nChanged 8
		SP:Iteration 94Q (8928.530000 sec): 3 clusters
  Score: Raw -6454280.427265 + Penalty 3565.509465 = -6450714.917800
  nChanged 8
		SP:Iteration 95Q (8928.930000 sec): 3 clusters
  Score: Raw -6454280.797227 + Penalty 3565.509465 = -6450715.287762
  nChanged 5
		SP:Iteration 96Q (8929.350000 sec): 3 clusters
  Score: Raw -6454281.143692 + Penalty 3565.509465 = -6450715.634226
  nChanged 6
		SP:Iteration 97Q (8929.770000 sec): 3 clusters
  Score: Raw -6454281.607842 + Penalty 3565.509465 = -6450716.098377
  nChanged 4
		SP:Iteration 98Q (8930.200000 sec): 3 clusters
  Score: Raw -6454281.909792 + Penalty 3565.509465 = -6450716.400327
  nChanged 2
		SP:Iteration 99Q (8930.670000 sec): 3 clusters
  Score: Raw -6454281.993456 + Penalty 3565.509465 = -6450716.483991
  nChanged 1
		SP:Iteration 100F (8931.150000 sec): 3 clusters
  Score: Raw -6454282.068154 + Penalty 3565.509465 = -6450716.558689
  nChanged 3
		SP:Iteration 101Q (8931.570000 sec): 3 clusters
  Score: Raw -6454282.247384 + Penalty 3565.509465 = -6450716.737919
  nChanged 4
		SP:Iteration 102Q (8932.000000 sec): 3 clusters
  Score: Raw -6454282.480951 + Penalty 3565.509465 = -6450716.971485
  nChanged 5
		SP:Iteration 103Q (8932.370000 sec): 3 clusters
  Score: Raw -6454282.892580 + Penalty 3565.509465 = -6450717.383115
  nChanged 1
		SP:Iteration 104Q (8932.840000 sec): 3 clusters
  Score: Raw -6454282.913616 + Penalty 3565.509465 = -6450717.404151
  nChanged 2
		SP:Iteration 105Q (8933.320000 sec): 3 clusters
  Score: Raw -6454283.040718 + Penalty 3565.509465 = -6450717.531253
  nChanged 2
		SP:Iteration 106Q (8933.790000 sec): 3 clusters
  Score: Raw -6454283.117523 + Penalty 3565.509465 = -6450717.608057
  nChanged 2
		SP:Iteration 107Q (8934.210000 sec): 3 clusters
  Score: Raw -6454283.260720 + Penalty 3565.509465 = -6450717.751255
  nChanged 3
		SP:Iteration 108Q (8934.660000 sec): 3 clusters
  Score: Raw -6454283.552118 + Penalty 3565.509465 = -6450718.042653
  nChanged 2
		SP:Iteration 109Q (8935.200000 sec): 3 clusters
  Score: Raw -6454283.697308 + Penalty 3565.509465 = -6450718.187843
  nChanged 1
		SP:Iteration 110Q (8935.690000 sec): 3 clusters
  Score: Raw -6454283.757309 + Penalty 3565.509465 = -6450718.247844
  nChanged 1
		SP:Iteration 111Q (8936.120000 sec): 3 clusters
  Score: Raw -6454283.805637 + Penalty 3565.509465 = -6450718.296172
  nChanged 0
		SP:Iteration 112F (8936.570000 sec): 3 clusters
  Score: Raw -6454283.805637 + Penalty 3565.509465 = -6450718.296172
  nChanged 0
Iteration 99Q (9035.070000 sec): 71 clusters
  Score: Raw -134055440.384564 + Penalty 159761.553214 = -133895678.831350
  nChanged 11813
Iteration 100F (9210.570000 sec): 71 clusters
  Score: Raw -134061193.326147 + Penalty 159761.553214 = -133901431.772933
  nChanged 9828
Iteration 101Q (9295.740000 sec): 71 clusters
  Score: Raw -134063762.492971 + Penalty 159761.553214 = -133904000.939757
  nChanged 6539
Iteration 102Q (9396.940000 sec): 71 clusters
  Score: Raw -134064943.140313 + Penalty 159761.553214 = -133905181.587098
  nChanged 5195
Iteration 103Q (9492.770000 sec): 71 clusters
  Score: Raw -134065700.116220 + Penalty 159761.553214 = -133905938.563006
  nChanged 4410
Iteration 104Q (9578.800000 sec): 71 clusters
  Score: Raw -134066259.495503 + Penalty 159761.553214 = -133906497.942289
  nChanged 3886
Iteration 105Q (9671.730000 sec): 71 clusters
  Score: Raw -134066680.459506 + Penalty 159761.553214 = -133906918.906292
  nChanged 3376
Iteration 106Q (9770.370000 sec): 71 clusters
  Score: Raw -134067015.690566 + Penalty 159761.553214 = -133907254.137352
  nChanged 3100
Iteration 107Q (9872.090000 sec): 71 clusters
  Score: Raw -134067305.910979 + Penalty 159761.553214 = -133907544.357765
  nChanged 2873
Iteration 108Q (9963.540000 sec): 71 clusters
  Score: Raw -134067554.318314 + Penalty 159761.553214 = -133907792.765100
  nChanged 2792
Iteration 109Q (10053.620000 sec): 71 clusters
  Score: Raw -134067775.772035 + Penalty 159761.553214 = -133908014.218821
  nChanged 2594
Iteration 110Q (10157.480000 sec): 71 clusters
  Score: Raw -134067955.006757 + Penalty 159761.553214 = -133908193.453542
  nChanged 2432
Iteration 111Q (10264.280000 sec): 71 clusters
  Score: Raw -134068123.700751 + Penalty 159761.553214 = -133908362.147537
  nChanged 2357
Iteration 112Q (10358.960000 sec): 71 clusters
  Score: Raw -134068294.448753 + Penalty 159761.553214 = -133908532.895539
  nChanged 2320
Iteration 113Q (10481.830000 sec): 71 clusters
  Score: Raw -134068473.333624 + Penalty 159761.553214 = -133908711.780409
  nChanged 2253
Iteration 114Q (10598.400000 sec): 71 clusters
  Score: Raw -134068663.575056 + Penalty 159761.553214 = -133908902.021842
  nChanged 2278
Iteration 115Q (10704.690000 sec): 71 clusters
  Score: Raw -134068840.914980 + Penalty 159761.553214 = -133909079.361766
  nChanged 2198
Iteration 116Q (10806.770000 sec): 71 clusters
  Score: Raw -134069001.719850 + Penalty 159761.553214 = -133909240.166636
  nChanged 2202
Iteration 117Q (10911.860000 sec): 71 clusters
  Score: Raw -134069163.193356 + Penalty 159761.553214 = -133909401.640142
  nChanged 2176
Iteration 118Q (11028.350000 sec): 71 clusters
  Score: Raw -134069358.249160 + Penalty 159761.553214 = -133909596.695946
  nChanged 2253
Iteration 119Q (11140.230000 sec): 71 clusters
  Score: Raw -134069577.759532 + Penalty 159761.553214 = -133909816.206318
  nChanged 2275
Iteration 120F (11304.450000 sec): 71 clusters
  Score: Raw -134069844.298946 + Penalty 159761.553214 = -133910082.745732
  nChanged 2344
Iteration 121Q (11413.170000 sec): 71 clusters
  Score: Raw -134070191.915186 + Penalty 159761.553214 = -133910430.361971
  nChanged 2480
Iteration 122Q (11528.870000 sec): 71 clusters
  Score: Raw -134070588.006698 + Penalty 159761.553214 = -133910826.453483
  nChanged 2628
Iteration 123Q (11642.390000 sec): 71 clusters
  Score: Raw -134071035.842610 + Penalty 159761.553214 = -133911274.289396
  nChanged 2723
Iteration 124Q (11746.820000 sec): 71 clusters
  Score: Raw -134071472.404390 + Penalty 159761.553214 = -133911710.851175
  nChanged 2766
Iteration 125Q (11864.980000 sec): 71 clusters
  Score: Raw -134071995.754437 + Penalty 159761.553214 = -133912234.201223
  nChanged 2898
Iteration 126Q (11985.230000 sec): 71 clusters
  Score: Raw -134072572.811692 + Penalty 159761.553214 = -133912811.258478
  nChanged 2932
Iteration 127Q (12083.480000 sec): 71 clusters
  Score: Raw -134073102.124301 + Penalty 159761.553214 = -133913340.571087
  nChanged 2935
Iteration 128Q (12197.880000 sec): 71 clusters
  Score: Raw -134073515.496754 + Penalty 159761.553214 = -133913753.943540
  nChanged 2788
Iteration 129Q (12304.360000 sec): 71 clusters
  Score: Raw -134073797.072852 + Penalty 159761.553214 = -133914035.519638
  nChanged 2628
Iteration 130Q (12416.930000 sec): 71 clusters
  Score: Raw -134074002.534799 + Penalty 159761.553214 = -133914240.981584
  nChanged 2348
Iteration 131Q (12530.130000 sec): 71 clusters
  Score: Raw -134074142.240860 + Penalty 159761.553214 = -133914380.687646
  nChanged 2160
Iteration 132Q (12654.570000 sec): 71 clusters
  Score: Raw -134074250.999900 + Penalty 159761.553214 = -133914489.446685
  nChanged 1951
Iteration 133Q (12779.920000 sec): 71 clusters
  Score: Raw -134074333.233892 + Penalty 159761.553214 = -133914571.680678
  nChanged 1809
Iteration 134Q (12900.310000 sec): 71 clusters
  Score: Raw -134074401.622031 + Penalty 159761.553214 = -133914640.068817
  nChanged 1691
Iteration 135Q (13018.290000 sec): 71 clusters
  Score: Raw -134074460.803179 + Penalty 159761.553214 = -133914699.249965
  nChanged 1584
Iteration 136Q (13136.560000 sec): 71 clusters
  Score: Raw -134074518.081233 + Penalty 159761.553214 = -133914756.528019
  nChanged 1481
Iteration 137Q (13239.060000 sec): 71 clusters
  Score: Raw -134074565.848901 + Penalty 159761.553214 = -133914804.295686
  nChanged 1397
Iteration 138Q (13350.980000 sec): 71 clusters
  Score: Raw -134074608.728802 + Penalty 159761.553214 = -133914847.175588
  nChanged 1352
Writing temp clu file 
Because OldScore, -133914804.295686, is greater than current (better) Score,-133914847.175588 
 Compute initial score before splitting:   Score: Raw -134074608.728802 + Penalty 159761.553214 = -133914847.175588
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (8329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13351.390000 sec): 2 clusters
  Score: Raw -909467.680646 + Penalty 1466.968535 = -908000.712111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13351.590000 sec): 3 clusters
  Score: Raw -904827.175385 + Penalty 2933.937071 = -901893.238314
  nChanged 3487
		SP:Iteration 1F (13351.780000 sec): 3 clusters
  Score: Raw -906730.714236 + Penalty 2933.937071 = -903796.777165
  nChanged 551
		SP:Iteration 2F (13351.990000 sec): 3 clusters
  Score: Raw -907014.137444 + Penalty 2933.937071 = -904080.200373
  nChanged 484
		SP:Iteration 3F (13352.230000 sec): 3 clusters
  Score: Raw -907247.364268 + Penalty 2933.937071 = -904313.427197
  nChanged 456
		SP:Iteration 4F (13352.430000 sec): 3 clusters
  Score: Raw -907456.347365 + Penalty 2933.937071 = -904522.410294
  nChanged 404
		SP:Iteration 5Q (13352.640000 sec): 3 clusters
  Score: Raw -907665.381036 + Penalty 2933.937071 = -904731.443965
  nChanged 412
		SP:Iteration 6Q (13352.870000 sec): 3 clusters
  Score: Raw -907893.681534 + Penalty 2933.937071 = -904959.744463
  nChanged 405
		SP:Iteration 7Q (13353.100000 sec): 3 clusters
  Score: Raw -908118.075805 + Penalty 2933.937071 = -905184.138735
  nChanged 380
		SP:Iteration 8Q (13353.300000 sec): 3 clusters
  Score: Raw -908327.918702 + Penalty 2933.937071 = -905393.981631
  nChanged 351
		SP:Iteration 9Q (13353.490000 sec): 3 clusters
  Score: Raw -908538.956096 + Penalty 2933.937071 = -905605.019025
  nChanged 327
		SP:Iteration 10Q (13353.730000 sec): 3 clusters
  Score: Raw -908735.503054 + Penalty 2933.937071 = -905801.565983
  nChanged 258
		SP:Iteration 11Q (13353.920000 sec): 3 clusters
  Score: Raw -908889.919524 + Penalty 2933.937071 = -905955.982453
  nChanged 222
		SP:Iteration 12Q (13354.120000 sec): 3 clusters
  Score: Raw -909037.075418 + Penalty 2933.937071 = -906103.138347
  nChanged 207
		SP:Iteration 13Q (13354.290000 sec): 3 clusters
  Score: Raw -909197.473693 + Penalty 2933.937071 = -906263.536622
  nChanged 185
		SP:Iteration 14Q (13354.530000 sec): 3 clusters
  Score: Raw -909347.820123 + Penalty 2933.937071 = -906413.883052
  nChanged 156
		SP:Iteration 15Q (13354.690000 sec): 3 clusters
  Score: Raw -909474.331258 + Penalty 2933.937071 = -906540.394187
  nChanged 130
		SP:Iteration 16Q (13354.870000 sec): 3 clusters
  Score: Raw -909577.890255 + Penalty 2933.937071 = -906643.953184
  nChanged 101
		SP:Iteration 17Q (13355.090000 sec): 3 clusters
  Score: Raw -909661.789906 + Penalty 2933.937071 = -906727.852835
  nChanged 78
		SP:Iteration 18Q (13355.290000 sec): 3 clusters
  Score: Raw -909725.160456 + Penalty 2933.937071 = -906791.223385
  nChanged 64
		SP:Iteration 19Q (13355.500000 sec): 3 clusters
  Score: Raw -909768.384648 + Penalty 2933.937071 = -906834.447577
  nChanged 53
		SP:Iteration 20F (13355.650000 sec): 3 clusters
  Score: Raw -909794.723100 + Penalty 2933.937071 = -906860.786029
  nChanged 32
		SP:Iteration 21Q (13355.870000 sec): 3 clusters
  Score: Raw -909810.745758 + Penalty 2933.937071 = -906876.808687
  nChanged 23
		SP:Iteration 22Q (13356.040000 sec): 3 clusters
  Score: Raw -909820.480734 + Penalty 2933.937071 = -906886.543663
  nChanged 24
		SP:Iteration 23Q (13356.280000 sec): 3 clusters
  Score: Raw -909830.717203 + Penalty 2933.937071 = -906896.780132
  nChanged 14
		SP:Iteration 24Q (13356.470000 sec): 3 clusters
  Score: Raw -909835.694598 + Penalty 2933.937071 = -906901.757527
  nChanged 9
		SP:Iteration 25Q (13356.670000 sec): 3 clusters
  Score: Raw -909839.863073 + Penalty 2933.937071 = -906905.926002
  nChanged 14
		SP:Iteration 26Q (13356.880000 sec): 3 clusters
  Score: Raw -909844.846207 + Penalty 2933.937071 = -906910.909136
  nChanged 9
		SP:Iteration 27Q (13357.100000 sec): 3 clusters
  Score: Raw -909848.434387 + Penalty 2933.937071 = -906914.497316
  nChanged 6
		SP:Iteration 28Q (13357.330000 sec): 3 clusters
  Score: Raw -909850.788631 + Penalty 2933.937071 = -906916.851560
  nChanged 10
		SP:Iteration 29Q (13357.540000 sec): 3 clusters
  Score: Raw -909853.622687 + Penalty 2933.937071 = -906919.685616
  nChanged 5
		SP:Iteration 30Q (13357.710000 sec): 3 clusters
  Score: Raw -909855.149067 + Penalty 2933.937071 = -906921.211996
  nChanged 3
		SP:Iteration 31Q (13357.920000 sec): 3 clusters
  Score: Raw -909856.135343 + Penalty 2933.937071 = -906922.198272
  nChanged 2
		SP:Iteration 32Q (13358.140000 sec): 3 clusters
  Score: Raw -909856.420384 + Penalty 2933.937071 = -906922.483313
  nChanged 2
		SP:Iteration 33Q (13358.390000 sec): 3 clusters
  Score: Raw -909857.044326 + Penalty 2933.937071 = -906923.107255
  nChanged 4
		SP:Iteration 34Q (13358.580000 sec): 3 clusters
  Score: Raw -909858.547720 + Penalty 2933.937071 = -906924.610649
  nChanged 4
		SP:Iteration 35Q (13358.770000 sec): 3 clusters
  Score: Raw -909859.761095 + Penalty 2933.937071 = -906925.824024
  nChanged 3
		SP:Iteration 36Q (13359.020000 sec): 3 clusters
  Score: Raw -909860.282787 + Penalty 2933.937071 = -906926.345716
  nChanged 2
		SP:Iteration 37Q (13359.250000 sec): 3 clusters
  Score: Raw -909860.665650 + Penalty 2933.937071 = -906926.728579
  nChanged 3
		SP:Iteration 38Q (13359.400000 sec): 3 clusters
  Score: Raw -909861.110104 + Penalty 2933.937071 = -906927.173033
  nChanged 1
		SP:Iteration 39Q (13359.610000 sec): 3 clusters
  Score: Raw -909861.292107 + Penalty 2933.937071 = -906927.355036
  nChanged 0
		SP:Iteration 40F (13359.840000 sec): 3 clusters
  Score: Raw -909861.292107 + Penalty 2933.937071 = -906927.355036
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.980000 sec): 2 clusters
  Score: Raw -780454.438147 + Penalty 1445.116318 = -779009.321829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13360.150000 sec): 3 clusters
  Score: Raw -776508.081832 + Penalty 2890.232636 = -773617.849196
  nChanged 3084
		SP:Iteration 1F (13360.380000 sec): 3 clusters
  Score: Raw -778205.008954 + Penalty 2890.232636 = -775314.776319
  nChanged 489
		SP:Iteration 2F (13360.570000 sec): 3 clusters
  Score: Raw -778455.906514 + Penalty 2890.232636 = -775565.673878
  nChanged 408
		SP:Iteration 3F (13360.790000 sec): 3 clusters
  Score: Raw -778657.089844 + Penalty 2890.232636 = -775766.857208
  nChanged 391
		SP:Iteration 4F (13361.000000 sec): 3 clusters
  Score: Raw -778877.204318 + Penalty 2890.232636 = -775986.971683
  nChanged 371
		SP:Iteration 5F (13361.150000 sec): 3 clusters
  Score: Raw -779116.928862 + Penalty 2890.232636 = -776226.696226
  nChanged 370
		SP:Iteration 6F (13361.370000 sec): 3 clusters
  Score: Raw -779365.271861 + Penalty 2890.232636 = -776475.039225
  nChanged 405
		SP:Iteration 7F (13361.610000 sec): 3 clusters
  Score: Raw -779637.111577 + Penalty 2890.232636 = -776746.878941
  nChanged 382
		SP:Iteration 8F (13361.780000 sec): 3 clusters
  Score: Raw -779875.628177 + Penalty 2890.232636 = -776985.395541
  nChanged 342
		SP:Iteration 9Q (13361.990000 sec): 3 clusters
  Score: Raw -780090.735522 + Penalty 2890.232636 = -777200.502886
  nChanged 281
		SP:Iteration 10Q (13362.200000 sec): 3 clusters
  Score: Raw -780266.494955 + Penalty 2890.232636 = -777376.262320
  nChanged 235
		SP:Iteration 11Q (13362.420000 sec): 3 clusters
  Score: Raw -780386.833242 + Penalty 2890.232636 = -777496.600606
  nChanged 184
		SP:Iteration 12Q (13362.610000 sec): 3 clusters
  Score: Raw -780473.175416 + Penalty 2890.232636 = -777582.942781
  nChanged 145
		SP:Iteration 13Q (13362.820000 sec): 3 clusters
  Score: Raw -780534.480115 + Penalty 2890.232636 = -777644.247480
  nChanged 123
		SP:Iteration 14Q (13363.040000 sec): 3 clusters
  Score: Raw -780573.006001 + Penalty 2890.232636 = -777682.773365
  nChanged 84
		SP:Iteration 15Q (13363.230000 sec): 3 clusters
  Score: Raw -780595.207656 + Penalty 2890.232636 = -777704.975020
  nChanged 57
		SP:Iteration 16Q (13363.430000 sec): 3 clusters
  Score: Raw -780607.471329 + Penalty 2890.232636 = -777717.238693
  nChanged 40
		SP:Iteration 17Q (13363.610000 sec): 3 clusters
  Score: Raw -780614.883045 + Penalty 2890.232636 = -777724.650410
  nChanged 25
		SP:Iteration 18Q (13363.780000 sec): 3 clusters
  Score: Raw -780619.533946 + Penalty 2890.232636 = -777729.301310
  nChanged 19
		SP:Iteration 19Q (13363.970000 sec): 3 clusters
  Score: Raw -780622.728446 + Penalty 2890.232636 = -777732.495810
  nChanged 15
		SP:Iteration 20F (13364.170000 sec): 3 clusters
  Score: Raw -780624.767188 + Penalty 2890.232636 = -777734.534552
  nChanged 15
		SP:Iteration 21Q (13364.340000 sec): 3 clusters
  Score: Raw -780627.319791 + Penalty 2890.232636 = -777737.087155
  nChanged 14
		SP:Iteration 22Q (13364.540000 sec): 3 clusters
  Score: Raw -780628.927428 + Penalty 2890.232636 = -777738.694792
  nChanged 8
		SP:Iteration 23Q (13364.670000 sec): 3 clusters
  Score: Raw -780630.245836 + Penalty 2890.232636 = -777740.013200
  nChanged 9
		SP:Iteration 24Q (13364.890000 sec): 3 clusters
  Score: Raw -780631.737562 + Penalty 2890.232636 = -777741.504926
  nChanged 7
		SP:Iteration 25Q (13365.090000 sec): 3 clusters
  Score: Raw -780632.848002 + Penalty 2890.232636 = -777742.615367
  nChanged 7
		SP:Iteration 26Q (13365.290000 sec): 3 clusters
  Score: Raw -780633.768560 + Penalty 2890.232636 = -777743.535925
  nChanged 7
		SP:Iteration 27Q (13365.500000 sec): 3 clusters
  Score: Raw -780634.774768 + Penalty 2890.232636 = -777744.542133
  nChanged 5
		SP:Iteration 28Q (13365.700000 sec): 3 clusters
  Score: Raw -780635.320974 + Penalty 2890.232636 = -777745.088338
  nChanged 9
		SP:Iteration 29Q (13365.890000 sec): 3 clusters
  Score: Raw -780636.651147 + Penalty 2890.232636 = -777746.418511
  nChanged 10
		SP:Iteration 30Q (13366.070000 sec): 3 clusters
  Score: Raw -780638.148793 + Penalty 2890.232636 = -777747.916157
  nChanged 8
		SP:Iteration 31Q (13366.280000 sec): 3 clusters
  Score: Raw -780639.202944 + Penalty 2890.232636 = -777748.970308
  nChanged 3
		SP:Iteration 32Q (13366.480000 sec): 3 clusters
  Score: Raw -780639.541273 + Penalty 2890.232636 = -777749.308637
  nChanged 3
		SP:Iteration 33Q (13366.630000 sec): 3 clusters
  Score: Raw -780639.913102 + Penalty 2890.232636 = -777749.680466
  nChanged 1
		SP:Iteration 34Q (13366.840000 sec): 3 clusters
  Score: Raw -780640.006701 + Penalty 2890.232636 = -777749.774066
  nChanged 2
		SP:Iteration 35Q (13367.040000 sec): 3 clusters
  Score: Raw -780640.265732 + Penalty 2890.232636 = -777750.033096
  nChanged 0
		SP:Iteration 36F (13367.210000 sec): 3 clusters
  Score: Raw -780640.265732 + Penalty 2890.232636 = -777750.033096
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13367.360000 sec): 2 clusters
  Score: Raw -455914.328957 + Penalty 1357.098390 = -454557.230567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13367.540000 sec): 3 clusters
  Score: Raw -453793.623363 + Penalty 2714.196780 = -451079.426584
  nChanged 1672
		SP:Iteration 1F (13367.690000 sec): 3 clusters
  Score: Raw -454855.532756 + Penalty 2714.196780 = -452141.335976
  nChanged 334
		SP:Iteration 2F (13367.850000 sec): 3 clusters
  Score: Raw -455120.255856 + Penalty 2714.196780 = -452406.059077
  nChanged 262
		SP:Iteration 3F (13368.040000 sec): 3 clusters
  Score: Raw -455319.904074 + Penalty 2714.196780 = -452605.707294
  nChanged 214
		SP:Iteration 4F (13368.220000 sec): 3 clusters
  Score: Raw -455471.249020 + Penalty 2714.196780 = -452757.052240
  nChanged 195
		SP:Iteration 5Q (13368.410000 sec): 3 clusters
  Score: Raw -455596.328762 + Penalty 2714.196780 = -452882.131982
  nChanged 150
		SP:Iteration 6Q (13368.570000 sec): 3 clusters
  Score: Raw -455682.260801 + Penalty 2714.196780 = -452968.064021
  nChanged 134
		SP:Iteration 7Q (13368.770000 sec): 3 clusters
  Score: Raw -455759.194073 + Penalty 2714.196780 = -453044.997293
  nChanged 152
		SP:Iteration 8Q (13368.980000 sec): 3 clusters
  Score: Raw -455853.336505 + Penalty 2714.196780 = -453139.139726
  nChanged 133
		SP:Iteration 9Q (13369.110000 sec): 3 clusters
  Score: Raw -455924.206275 + Penalty 2714.196780 = -453210.009495
  nChanged 118
		SP:Iteration 10Q (13369.320000 sec): 3 clusters
  Score: Raw -455993.309581 + Penalty 2714.196780 = -453279.112801
  nChanged 119
		SP:Iteration 11Q (13369.500000 sec): 3 clusters
  Score: Raw -456055.140293 + Penalty 2714.196780 = -453340.943513
  nChanged 96
		SP:Iteration 12Q (13369.640000 sec): 3 clusters
  Score: Raw -456103.500791 + Penalty 2714.196780 = -453389.304011
  nChanged 83
		SP:Iteration 13Q (13369.820000 sec): 3 clusters
  Score: Raw -456148.063982 + Penalty 2714.196780 = -453433.867202
  nChanged 86
		SP:Iteration 14Q (13370.010000 sec): 3 clusters
  Score: Raw -456186.343702 + Penalty 2714.196780 = -453472.146922
  nChanged 53
		SP:Iteration 15Q (13370.190000 sec): 3 clusters
  Score: Raw -456210.330160 + Penalty 2714.196780 = -453496.133380
  nChanged 46
		SP:Iteration 16Q (13370.370000 sec): 3 clusters
  Score: Raw -456232.103255 + Penalty 2714.196780 = -453517.906476
  nChanged 54
		SP:Iteration 17Q (13370.560000 sec): 3 clusters
  Score: Raw -456262.066364 + Penalty 2714.196780 = -453547.869584
  nChanged 59
		SP:Iteration 18Q (13370.720000 sec): 3 clusters
  Score: Raw -456289.228150 + Penalty 2714.196780 = -453575.031371
  nChanged 52
		SP:Iteration 19Q (13370.910000 sec): 3 clusters
  Score: Raw -456311.387708 + Penalty 2714.196780 = -453597.190928
  nChanged 45
		SP:Iteration 20F (13371.060000 sec): 3 clusters
  Score: Raw -456327.875193 + Penalty 2714.196780 = -453613.678413
  nChanged 33
		SP:Iteration 21Q (13371.240000 sec): 3 clusters
  Score: Raw -456339.826806 + Penalty 2714.196780 = -453625.630027
  nChanged 27
		SP:Iteration 22Q (13371.420000 sec): 3 clusters
  Score: Raw -456349.796746 + Penalty 2714.196780 = -453635.599967
  nChanged 31
		SP:Iteration 23Q (13371.580000 sec): 3 clusters
  Score: Raw -456359.887269 + Penalty 2714.196780 = -453645.690489
  nChanged 23
		SP:Iteration 24Q (13371.770000 sec): 3 clusters
  Score: Raw -456366.356958 + Penalty 2714.196780 = -453652.160179
  nChanged 12
		SP:Iteration 25Q (13371.960000 sec): 3 clusters
  Score: Raw -456369.443036 + Penalty 2714.196780 = -453655.246256
  nChanged 9
		SP:Iteration 26Q (13372.160000 sec): 3 clusters
  Score: Raw -456372.368797 + Penalty 2714.196780 = -453658.172017
  nChanged 11
		SP:Iteration 27Q (13372.340000 sec): 3 clusters
  Score: Raw -456375.182145 + Penalty 2714.196780 = -453660.985365
  nChanged 6
		SP:Iteration 28Q (13372.530000 sec): 3 clusters
  Score: Raw -456376.566761 + Penalty 2714.196780 = -453662.369981
  nChanged 5
		SP:Iteration 29Q (13372.690000 sec): 3 clusters
  Score: Raw -456377.240687 + Penalty 2714.196780 = -453663.043907
  nChanged 1
		SP:Iteration 30Q (13372.870000 sec): 3 clusters
  Score: Raw -456377.451408 + Penalty 2714.196780 = -453663.254629
  nChanged 1
		SP:Iteration 31Q (13373.040000 sec): 3 clusters
  Score: Raw -456377.582007 + Penalty 2714.196780 = -453663.385228
  nChanged 1
		SP:Iteration 32Q (13373.250000 sec): 3 clusters
  Score: Raw -456377.834825 + Penalty 2714.196780 = -453663.638046
  nChanged 3
		SP:Iteration 33Q (13373.450000 sec): 3 clusters
  Score: Raw -456378.663965 + Penalty 2714.196780 = -453664.467186
  nChanged 3
		SP:Iteration 34Q (13373.600000 sec): 3 clusters
  Score: Raw -456379.497172 + Penalty 2714.196780 = -453665.300393
  nChanged 6
		SP:Iteration 35Q (13373.790000 sec): 3 clusters
  Score: Raw -456381.182976 + Penalty 2714.196780 = -453666.986197
  nChanged 5
		SP:Iteration 36Q (13374.000000 sec): 3 clusters
  Score: Raw -456382.263087 + Penalty 2714.196780 = -453668.066307
  nChanged 2
		SP:Iteration 37Q (13374.200000 sec): 3 clusters
  Score: Raw -456382.662761 + Penalty 2714.196780 = -453668.465981
  nChanged 1
		SP:Iteration 38Q (13374.410000 sec): 3 clusters
  Score: Raw -456383.307280 + Penalty 2714.196780 = -453669.110500
  nChanged 3
		SP:Iteration 39Q (13374.590000 sec): 3 clusters
  Score: Raw -456383.824589 + Penalty 2714.196780 = -453669.627809
  nChanged 1
		SP:Iteration 40F (13374.730000 sec): 3 clusters
  Score: Raw -456384.035975 + Penalty 2714.196780 = -453669.839195
  nChanged 1
		SP:Iteration 41Q (13374.930000 sec): 3 clusters
  Score: Raw -456384.233586 + Penalty 2714.196780 = -453670.036807
  nChanged 3
		SP:Iteration 42Q (13375.080000 sec): 3 clusters
  Score: Raw -456385.566652 + Penalty 2714.196780 = -453671.369872
  nChanged 4
		SP:Iteration 43Q (13375.290000 sec): 3 clusters
  Score: Raw -456387.042497 + Penalty 2714.196780 = -453672.845717
  nChanged 3
		SP:Iteration 44Q (13375.500000 sec): 3 clusters
  Score: Raw -456387.407793 + Penalty 2714.196780 = -453673.211013
  nChanged 2
		SP:Iteration 45Q (13375.670000 sec): 3 clusters
  Score: Raw -456387.630746 + Penalty 2714.196780 = -453673.433966
  nChanged 0
		SP:Iteration 46F (13375.850000 sec): 3 clusters
  Score: Raw -456387.630746 + Penalty 2714.196780 = -453673.433966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (8606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13375.980000 sec): 2 clusters
  Score: Raw -944582.129738 + Penalty 1472.284923 = -943109.844814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13376.180000 sec): 3 clusters
  Score: Raw -939830.793062 + Penalty 2944.569847 = -936886.223215
  nChanged 3699
		SP:Iteration 1F (13376.360000 sec): 3 clusters
  Score: Raw -941856.120498 + Penalty 2944.569847 = -938911.550651
  nChanged 610
		SP:Iteration 2F (13376.550000 sec): 3 clusters
  Score: Raw -942158.414144 + Penalty 2944.569847 = -939213.844297
  nChanged 461
		SP:Iteration 3F (13376.800000 sec): 3 clusters
  Score: Raw -942379.778945 + Penalty 2944.569847 = -939435.209098
  nChanged 407
		SP:Iteration 4Q (13377.020000 sec): 3 clusters
  Score: Raw -942597.333309 + Penalty 2944.569847 = -939652.763462
  nChanged 431
		SP:Iteration 5F (13377.240000 sec): 3 clusters
  Score: Raw -942884.228877 + Penalty 2944.569847 = -939939.659030
  nChanged 449
		SP:Iteration 6F (13377.490000 sec): 3 clusters
  Score: Raw -943195.144463 + Penalty 2944.569847 = -940250.574616
  nChanged 443
		SP:Iteration 7F (13377.700000 sec): 3 clusters
  Score: Raw -943519.066839 + Penalty 2944.569847 = -940574.496993
  nChanged 386
		SP:Iteration 8Q (13377.940000 sec): 3 clusters
  Score: Raw -943781.030002 + Penalty 2944.569847 = -940836.460155
  nChanged 337
		SP:Iteration 9Q (13378.210000 sec): 3 clusters
  Score: Raw -944019.952867 + Penalty 2944.569847 = -941075.383020
  nChanged 285
		SP:Iteration 10Q (13378.450000 sec): 3 clusters
  Score: Raw -944253.382606 + Penalty 2944.569847 = -941308.812759
  nChanged 217
		SP:Iteration 11Q (13378.620000 sec): 3 clusters
  Score: Raw -944436.679144 + Penalty 2944.569847 = -941492.109297
  nChanged 157
		SP:Iteration 12Q (13378.780000 sec): 3 clusters
  Score: Raw -944572.889746 + Penalty 2944.569847 = -941628.319899
  nChanged 122
		SP:Iteration 13Q (13379.010000 sec): 3 clusters
  Score: Raw -944666.696497 + Penalty 2944.569847 = -941722.126650
  nChanged 85
		SP:Iteration 14Q (13379.250000 sec): 3 clusters
  Score: Raw -944731.432289 + Penalty 2944.569847 = -941786.862442
  nChanged 71
		SP:Iteration 15Q (13379.500000 sec): 3 clusters
  Score: Raw -944773.938360 + Penalty 2944.569847 = -941829.368513
  nChanged 52
		SP:Iteration 16Q (13379.650000 sec): 3 clusters
  Score: Raw -944807.892836 + Penalty 2944.569847 = -941863.322989
  nChanged 32
		SP:Iteration 17Q (13379.850000 sec): 3 clusters
  Score: Raw -944823.352287 + Penalty 2944.569847 = -941878.782440
  nChanged 25
		SP:Iteration 18Q (13380.090000 sec): 3 clusters
  Score: Raw -944837.164191 + Penalty 2944.569847 = -941892.594345
  nChanged 15
		SP:Iteration 19Q (13380.290000 sec): 3 clusters
  Score: Raw -944848.594162 + Penalty 2944.569847 = -941904.024315
  nChanged 20
		SP:Iteration 20F (13380.470000 sec): 3 clusters
  Score: Raw -944859.469630 + Penalty 2944.569847 = -941914.899783
  nChanged 19
		SP:Iteration 21Q (13380.710000 sec): 3 clusters
  Score: Raw -944871.579758 + Penalty 2944.569847 = -941927.009911
  nChanged 18
		SP:Iteration 22Q (13380.870000 sec): 3 clusters
  Score: Raw -944882.060953 + Penalty 2944.569847 = -941937.491106
  nChanged 17
		SP:Iteration 23Q (13381.090000 sec): 3 clusters
  Score: Raw -944893.598409 + Penalty 2944.569847 = -941949.028562
  nChanged 13
		SP:Iteration 24Q (13381.290000 sec): 3 clusters
  Score: Raw -944904.872173 + Penalty 2944.569847 = -941960.302327
  nChanged 15
		SP:Iteration 25Q (13381.510000 sec): 3 clusters
  Score: Raw -944914.759570 + Penalty 2944.569847 = -941970.189723
  nChanged 14
		SP:Iteration 26Q (13381.750000 sec): 3 clusters
  Score: Raw -944923.500525 + Penalty 2944.569847 = -941978.930678
  nChanged 9
		SP:Iteration 27Q (13381.930000 sec): 3 clusters
  Score: Raw -944929.684459 + Penalty 2944.569847 = -941985.114612
  nChanged 8
		SP:Iteration 28Q (13382.130000 sec): 3 clusters
  Score: Raw -944936.014483 + Penalty 2944.569847 = -941991.444637
  nChanged 9
		SP:Iteration 29Q (13382.320000 sec): 3 clusters
  Score: Raw -944940.562257 + Penalty 2944.569847 = -941995.992410
  nChanged 2
		SP:Iteration 30Q (13382.570000 sec): 3 clusters
  Score: Raw -944941.764783 + Penalty 2944.569847 = -941997.194936
  nChanged 4
		SP:Iteration 31Q (13382.760000 sec): 3 clusters
  Score: Raw -944943.081884 + Penalty 2944.569847 = -941998.512038
  nChanged 3
		SP:Iteration 32Q (13382.980000 sec): 3 clusters
  Score: Raw -944944.383784 + Penalty 2944.569847 = -941999.813937
  nChanged 3
		SP:Iteration 33Q (13383.180000 sec): 3 clusters
  Score: Raw -944945.621535 + Penalty 2944.569847 = -942001.051689
  nChanged 1
		SP:Iteration 34Q (13383.370000 sec): 3 clusters
  Score: Raw -944945.961566 + Penalty 2944.569847 = -942001.391719
  nChanged 0
		SP:Iteration 35F (13383.580000 sec): 3 clusters
  Score: Raw -944945.961566 + Penalty 2944.569847 = -942001.391719
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (99273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13384.150000 sec): 2 clusters
  Score: Raw -11364370.258396 + Penalty 1869.664698 = -11362500.593698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13384.820000 sec): 3 clusters
  Score: Raw -11299936.558466 + Penalty 3739.329396 = -11296197.229071
  nChanged 47227
		SP:Iteration 1F (13385.420000 sec): 3 clusters
  Score: Raw -11326951.258273 + Penalty 3739.329396 = -11323211.928877
  nChanged 2662
		SP:Iteration 2Q (13386.120000 sec): 3 clusters
  Score: Raw -11327434.869775 + Penalty 3739.329396 = -11323695.540380
  nChanged 2663
		SP:Iteration 3Q (13386.770000 sec): 3 clusters
  Score: Raw -11327954.299320 + Penalty 3739.329396 = -11324214.969924
  nChanged 2755
		SP:Iteration 4Q (13387.480000 sec): 3 clusters
  Score: Raw -11328543.590298 + Penalty 3739.329396 = -11324804.260902
  nChanged 2890
		SP:Iteration 5Q (13388.170000 sec): 3 clusters
  Score: Raw -11329240.000429 + Penalty 3739.329396 = -11325500.671033
  nChanged 3131
		SP:Iteration 6Q (13388.840000 sec): 3 clusters
  Score: Raw -11330130.460069 + Penalty 3739.329396 = -11326391.130673
  nChanged 3503
		SP:Iteration 7Q (13389.460000 sec): 3 clusters
  Score: Raw -11331289.021130 + Penalty 3739.329396 = -11327549.691734
  nChanged 3941
		SP:Iteration 8Q (13390.120000 sec): 3 clusters
  Score: Raw -11332824.025737 + Penalty 3739.329396 = -11329084.696341
  nChanged 4606
		SP:Iteration 9Q (13390.780000 sec): 3 clusters
  Score: Raw -11335153.483202 + Penalty 3739.329396 = -11331414.153806
  nChanged 5336
		SP:Iteration 10F (13391.360000 sec): 3 clusters
  Score: Raw -11338650.099112 + Penalty 3739.329396 = -11334910.769716
  nChanged 6019
		SP:Iteration 11F (13392.020000 sec): 3 clusters
  Score: Raw -11343221.527082 + Penalty 3739.329396 = -11339482.197686
  nChanged 5785
		SP:Iteration 12F (13392.670000 sec): 3 clusters
  Score: Raw -11347045.846667 + Penalty 3739.329396 = -11343306.517271
  nChanged 4499
		SP:Iteration 13Q (13393.310000 sec): 3 clusters
  Score: Raw -11348993.072091 + Penalty 3739.329396 = -11345253.742695
  nChanged 2759
		SP:Iteration 14Q (13393.870000 sec): 3 clusters
  Score: Raw -11349839.709173 + Penalty 3739.329396 = -11346100.379777
  nChanged 1946
		SP:Iteration 15Q (13394.530000 sec): 3 clusters
  Score: Raw -11350406.279667 + Penalty 3739.329396 = -11346666.950271
  nChanged 1696
		SP:Iteration 16Q (13395.150000 sec): 3 clusters
  Score: Raw -11350936.411028 + Penalty 3739.329396 = -11347197.081633
  nChanged 1745
		SP:Iteration 17Q (13395.840000 sec): 3 clusters
  Score: Raw -11351499.080016 + Penalty 3739.329396 = -11347759.750621
  nChanged 1764
		SP:Iteration 18Q (13396.570000 sec): 3 clusters
  Score: Raw -11352084.385711 + Penalty 3739.329396 = -11348345.056315
  nChanged 1829
		SP:Iteration 19Q (13397.330000 sec): 3 clusters
  Score: Raw -11352735.587270 + Penalty 3739.329396 = -11348996.257874
  nChanged 1863
		SP:Iteration 20F (13398.020000 sec): 3 clusters
  Score: Raw -11353458.085012 + Penalty 3739.329396 = -11349718.755617
  nChanged 1935
		SP:Iteration 21Q (13398.690000 sec): 3 clusters
  Score: Raw -11354260.169562 + Penalty 3739.329396 = -11350520.840166
  nChanged 1971
		SP:Iteration 22Q (13399.340000 sec): 3 clusters
  Score: Raw -11355147.545207 + Penalty 3739.329396 = -11351408.215811
  nChanged 1905
		SP:Iteration 23Q (13399.940000 sec): 3 clusters
  Score: Raw -11356028.519514 + Penalty 3739.329396 = -11352289.190119
  nChanged 1879
		SP:Iteration 24Q (13400.560000 sec): 3 clusters
  Score: Raw -11356917.119478 + Penalty 3739.329396 = -11353177.790083
  nChanged 1776
		SP:Iteration 25Q (13401.270000 sec): 3 clusters
  Score: Raw -11357789.442028 + Penalty 3739.329396 = -11354050.112632
  nChanged 1701
		SP:Iteration 26Q (13402.020000 sec): 3 clusters
  Score: Raw -11358668.237745 + Penalty 3739.329396 = -11354928.908350
  nChanged 1653
		SP:Iteration 27Q (13402.790000 sec): 3 clusters
  Score: Raw -11359567.973100 + Penalty 3739.329396 = -11355828.643705
  nChanged 1495
		SP:Iteration 28Q (13403.440000 sec): 3 clusters
  Score: Raw -11360388.899866 + Penalty 3739.329396 = -11356649.570470
  nChanged 1354
		SP:Iteration 29Q (13404.040000 sec): 3 clusters
  Score: Raw -11361144.810380 + Penalty 3739.329396 = -11357405.480985
  nChanged 1172
		SP:Iteration 30Q (13404.660000 sec): 3 clusters
  Score: Raw -11361792.093290 + Penalty 3739.329396 = -11358052.763894
  nChanged 1004
		SP:Iteration 31Q (13405.290000 sec): 3 clusters
  Score: Raw -11362317.755322 + Penalty 3739.329396 = -11358578.425926
  nChanged 871
		SP:Iteration 32Q (13405.880000 sec): 3 clusters
  Score: Raw -11362770.095978 + Penalty 3739.329396 = -11359030.766583
  nChanged 726
		SP:Iteration 33Q (13406.500000 sec): 3 clusters
  Score: Raw -11363130.942605 + Penalty 3739.329396 = -11359391.613210
  nChanged 605
		SP:Iteration 34Q (13407.050000 sec): 3 clusters
  Score: Raw -11363412.680472 + Penalty 3739.329396 = -11359673.351076
  nChanged 489
		SP:Iteration 35Q (13407.680000 sec): 3 clusters
  Score: Raw -11363629.417614 + Penalty 3739.329396 = -11359890.088219
  nChanged 382
		SP:Iteration 36Q (13408.300000 sec): 3 clusters
  Score: Raw -11363790.102112 + Penalty 3739.329396 = -11360050.772717
  nChanged 327
		SP:Iteration 37Q (13408.820000 sec): 3 clusters
  Score: Raw -11363931.463002 + Penalty 3739.329396 = -11360192.133606
  nChanged 281
		SP:Iteration 38Q (13409.350000 sec): 3 clusters
  Score: Raw -11364036.991569 + Penalty 3739.329396 = -11360297.662174
  nChanged 229
		SP:Iteration 39Q (13409.870000 sec): 3 clusters
  Score: Raw -11364129.915927 + Penalty 3739.329396 = -11360390.586531
  nChanged 205
		SP:Iteration 40F (13410.500000 sec): 3 clusters
  Score: Raw -11364216.814905 + Penalty 3739.329396 = -11360477.485509
  nChanged 168
		SP:Iteration 41Q (13410.980000 sec): 3 clusters
  Score: Raw -11364285.015226 + Penalty 3739.329396 = -11360545.685830
  nChanged 153
		SP:Iteration 42Q (13411.450000 sec): 3 clusters
  Score: Raw -11364343.873877 + Penalty 3739.329396 = -11360604.544481
  nChanged 123
		SP:Iteration 43Q (13411.920000 sec): 3 clusters
  Score: Raw -11364387.478684 + Penalty 3739.329396 = -11360648.149289
  nChanged 93
		SP:Iteration 44Q (13412.370000 sec): 3 clusters
  Score: Raw -11364418.470001 + Penalty 3739.329396 = -11360679.140605
  nChanged 66
		SP:Iteration 45Q (13412.840000 sec): 3 clusters
  Score: Raw -11364440.410055 + Penalty 3739.329396 = -11360701.080659
  nChanged 67
		SP:Iteration 46Q (13413.300000 sec): 3 clusters
  Score: Raw -11364463.869136 + Penalty 3739.329396 = -11360724.539741
  nChanged 73
		SP:Iteration 47Q (13413.780000 sec): 3 clusters
  Score: Raw -11364490.917117 + Penalty 3739.329396 = -11360751.587721
  nChanged 67
		SP:Iteration 48Q (13414.230000 sec): 3 clusters
  Score: Raw -11364518.384861 + Penalty 3739.329396 = -11360779.055466
  nChanged 56
		SP:Iteration 49Q (13414.760000 sec): 3 clusters
  Score: Raw -11364540.275206 + Penalty 3739.329396 = -11360800.945810
  nChanged 42
		SP:Iteration 50Q (13415.300000 sec): 3 clusters
  Score: Raw -11364554.625511 + Penalty 3739.329396 = -11360815.296116
  nChanged 36
		SP:Iteration 51Q (13415.810000 sec): 3 clusters
  Score: Raw -11364566.578791 + Penalty 3739.329396 = -11360827.249396
  nChanged 27
		SP:Iteration 52Q (13416.390000 sec): 3 clusters
  Score: Raw -11364575.354672 + Penalty 3739.329396 = -11360836.025277
  nChanged 28
		SP:Iteration 53Q (13416.950000 sec): 3 clusters
  Score: Raw -11364586.723812 + Penalty 3739.329396 = -11360847.394417
  nChanged 22
		SP:Iteration 54Q (13417.470000 sec): 3 clusters
  Score: Raw -11364594.473990 + Penalty 3739.329396 = -11360855.144594
  nChanged 20
		SP:Iteration 55Q (13418.000000 sec): 3 clusters
  Score: Raw -11364601.635832 + Penalty 3739.329396 = -11360862.306437
  nChanged 18
		SP:Iteration 56Q (13418.630000 sec): 3 clusters
  Score: Raw -11364607.501925 + Penalty 3739.329396 = -11360868.172529
  nChanged 17
		SP:Iteration 57Q (13419.250000 sec): 3 clusters
  Score: Raw -11364613.450247 + Penalty 3739.329396 = -11360874.120851
  nChanged 13
		SP:Iteration 58Q (13419.800000 sec): 3 clusters
  Score: Raw -11364617.385213 + Penalty 3739.329396 = -11360878.055818
  nChanged 10
		SP:Iteration 59Q (13420.390000 sec): 3 clusters
  Score: Raw -11364621.071169 + Penalty 3739.329396 = -11360881.741773
  nChanged 14
		SP:Iteration 60F (13421.040000 sec): 3 clusters
  Score: Raw -11364625.379714 + Penalty 3739.329396 = -11360886.050318
  nChanged 9
		SP:Iteration 61Q (13421.620000 sec): 3 clusters
  Score: Raw -11364630.048019 + Penalty 3739.329396 = -11360890.718624
  nChanged 18
		SP:Iteration 62Q (13422.160000 sec): 3 clusters
  Score: Raw -11364636.297586 + Penalty 3739.329396 = -11360896.968191
  nChanged 15
		SP:Iteration 63Q (13422.690000 sec): 3 clusters
  Score: Raw -11364641.681544 + Penalty 3739.329396 = -11360902.352148
  nChanged 12
		SP:Iteration 64Q (13423.270000 sec): 3 clusters
  Score: Raw -11364645.921127 + Penalty 3739.329396 = -11360906.591731
  nChanged 10
		SP:Iteration 65Q (13423.830000 sec): 3 clusters
  Score: Raw -11364649.546812 + Penalty 3739.329396 = -11360910.217417
  nChanged 6
		SP:Iteration 66Q (13424.420000 sec): 3 clusters
  Score: Raw -11364651.391254 + Penalty 3739.329396 = -11360912.061858
  nChanged 5
		SP:Iteration 67Q (13424.980000 sec): 3 clusters
  Score: Raw -11364653.263574 + Penalty 3739.329396 = -11360913.934179
  nChanged 6
		SP:Iteration 68Q (13425.540000 sec): 3 clusters
  Score: Raw -11364655.274505 + Penalty 3739.329396 = -11360915.945109
  nChanged 4
		SP:Iteration 69Q (13426.110000 sec): 3 clusters
  Score: Raw -11364656.488081 + Penalty 3739.329396 = -11360917.158685
  nChanged 4
		SP:Iteration 70Q (13426.720000 sec): 3 clusters
  Score: Raw -11364657.642330 + Penalty 3739.329396 = -11360918.312934
  nChanged 3
		SP:Iteration 71Q (13427.330000 sec): 3 clusters
  Score: Raw -11364658.293109 + Penalty 3739.329396 = -11360918.963713
  nChanged 3
		SP:Iteration 72Q (13427.900000 sec): 3 clusters
  Score: Raw -11364659.159181 + Penalty 3739.329396 = -11360919.829785
  nChanged 1
		SP:Iteration 73Q (13428.480000 sec): 3 clusters
  Score: Raw -11364659.497313 + Penalty 3739.329396 = -11360920.167917
  nChanged 4
		SP:Iteration 74Q (13429.070000 sec): 3 clusters
  Score: Raw -11364660.960020 + Penalty 3739.329396 = -11360921.630625
  nChanged 3
		SP:Iteration 75Q (13429.660000 sec): 3 clusters
  Score: Raw -11364662.064320 + Penalty 3739.329396 = -11360922.734925
  nChanged 6
		SP:Iteration 76Q (13430.240000 sec): 3 clusters
  Score: Raw -11364663.870005 + Penalty 3739.329396 = -11360924.540609
  nChanged 2
		SP:Iteration 77Q (13430.830000 sec): 3 clusters
  Score: Raw -11364664.631466 + Penalty 3739.329396 = -11360925.302070
  nChanged 3
		SP:Iteration 78Q (13431.460000 sec): 3 clusters
  Score: Raw -11364665.645904 + Penalty 3739.329396 = -11360926.316508
  nChanged 1
		SP:Iteration 79Q (13432.040000 sec): 3 clusters
  Score: Raw -11364666.071632 + Penalty 3739.329396 = -11360926.742237
  nChanged 1
		SP:Iteration 80F (13432.650000 sec): 3 clusters
  Score: Raw -11364666.553147 + Penalty 3739.329396 = -11360927.223751
  nChanged 1
		SP:Iteration 81Q (13433.240000 sec): 3 clusters
  Score: Raw -11364667.037621 + Penalty 3739.329396 = -11360927.708225
  nChanged 2
		SP:Iteration 82Q (13433.770000 sec): 3 clusters
  Score: Raw -11364667.577077 + Penalty 3739.329396 = -11360928.247681
  nChanged 2
		SP:Iteration 83Q (13434.320000 sec): 3 clusters
  Score: Raw -11364667.993427 + Penalty 3739.329396 = -11360928.664031
  nChanged 2
		SP:Iteration 84Q (13434.880000 sec): 3 clusters
  Score: Raw -11364668.923282 + Penalty 3739.329396 = -11360929.593887
  nChanged 1
		SP:Iteration 85Q (13435.480000 sec): 3 clusters
  Score: Raw -11364669.442487 + Penalty 3739.329396 = -11360930.113091
  nChanged 2
		SP:Iteration 86Q (13436.060000 sec): 3 clusters
  Score: Raw -11364670.377660 + Penalty 3739.329396 = -11360931.048264
  nChanged 4
		SP:Iteration 87Q (13436.620000 sec): 3 clusters
  Score: Raw -11364672.189571 + Penalty 3739.329396 = -11360932.860175
  nChanged 7
		SP:Iteration 88Q (13437.210000 sec): 3 clusters
  Score: Raw -11364675.580916 + Penalty 3739.329396 = -11360936.251520
  nChanged 5
		SP:Iteration 89Q (13437.830000 sec): 3 clusters
  Score: Raw -11364678.318894 + Penalty 3739.329396 = -11360938.989499
  nChanged 4
		SP:Iteration 90Q (13438.490000 sec): 3 clusters
  Score: Raw -11364679.498962 + Penalty 3739.329396 = -11360940.169566
  nChanged 3
		SP:Iteration 91Q (13439.120000 sec): 3 clusters
  Score: Raw -11364680.567505 + Penalty 3739.329396 = -11360941.238109
  nChanged 5
		SP:Iteration 92Q (13439.670000 sec): 3 clusters
  Score: Raw -11364682.063837 + Penalty 3739.329396 = -11360942.734441
  nChanged 4
		SP:Iteration 93Q (13440.260000 sec): 3 clusters
  Score: Raw -11364683.212531 + Penalty 3739.329396 = -11360943.883135
  nChanged 1
		SP:Iteration 94Q (13440.890000 sec): 3 clusters
  Score: Raw -11364683.595374 + Penalty 3739.329396 = -11360944.265978
  nChanged 1
		SP:Iteration 95Q (13441.530000 sec): 3 clusters
  Score: Raw -11364684.012081 + Penalty 3739.329396 = -11360944.682685
  nChanged 2
		SP:Iteration 96Q (13442.150000 sec): 3 clusters
  Score: Raw -11364684.991506 + Penalty 3739.329396 = -11360945.662111
  nChanged 3
		SP:Iteration 97Q (13442.670000 sec): 3 clusters
  Score: Raw -11364686.114705 + Penalty 3739.329396 = -11360946.785309
  nChanged 0
		SP:Iteration 98F (13443.330000 sec): 3 clusters
  Score: Raw -11364686.114705 + Penalty 3739.329396 = -11360946.785309
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13443.590000 sec): 2 clusters
  Score: Raw -2460328.028671 + Penalty 1639.457751 = -2458688.570920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13443.930000 sec): 3 clusters
  Score: Raw -2445639.451404 + Penalty 3278.915501 = -2442360.535903
  nChanged 10927
		SP:Iteration 1F (13444.210000 sec): 3 clusters
  Score: Raw -2451834.041058 + Penalty 3278.915501 = -2448555.125557
  nChanged 1340
		SP:Iteration 2F (13444.470000 sec): 3 clusters
  Score: Raw -2452434.278092 + Penalty 3278.915501 = -2449155.362591
  nChanged 1346
		SP:Iteration 3F (13444.780000 sec): 3 clusters
  Score: Raw -2453124.841812 + Penalty 3278.915501 = -2449845.926311
  nChanged 1363
		SP:Iteration 4F (13445.080000 sec): 3 clusters
  Score: Raw -2453852.993656 + Penalty 3278.915501 = -2450574.078155
  nChanged 1359
		SP:Iteration 5F (13445.350000 sec): 3 clusters
  Score: Raw -2454563.194398 + Penalty 3278.915501 = -2451284.278897
  nChanged 1300
		SP:Iteration 6F (13445.660000 sec): 3 clusters
  Score: Raw -2455199.009528 + Penalty 3278.915501 = -2451920.094027
  nChanged 1181
		SP:Iteration 7Q (13445.930000 sec): 3 clusters
  Score: Raw -2455780.224749 + Penalty 3278.915501 = -2452501.309248
  nChanged 1013
		SP:Iteration 8Q (13446.190000 sec): 3 clusters
  Score: Raw -2456258.280121 + Penalty 3278.915501 = -2452979.364619
  nChanged 917
		SP:Iteration 9Q (13446.450000 sec): 3 clusters
  Score: Raw -2456648.632885 + Penalty 3278.915501 = -2453369.717384
  nChanged 779
		SP:Iteration 10Q (13446.730000 sec): 3 clusters
  Score: Raw -2456972.489756 + Penalty 3278.915501 = -2453693.574255
  nChanged 688
		SP:Iteration 11Q (13447.040000 sec): 3 clusters
  Score: Raw -2457245.428083 + Penalty 3278.915501 = -2453966.512581
  nChanged 600
		SP:Iteration 12Q (13447.330000 sec): 3 clusters
  Score: Raw -2457480.581382 + Penalty 3278.915501 = -2454201.665881
  nChanged 511
		SP:Iteration 13Q (13447.610000 sec): 3 clusters
  Score: Raw -2457686.104606 + Penalty 3278.915501 = -2454407.189105
  nChanged 480
		SP:Iteration 14Q (13447.870000 sec): 3 clusters
  Score: Raw -2457860.699760 + Penalty 3278.915501 = -2454581.784259
  nChanged 430
		SP:Iteration 15Q (13448.200000 sec): 3 clusters
  Score: Raw -2458026.473730 + Penalty 3278.915501 = -2454747.558229
  nChanged 407
		SP:Iteration 16Q (13448.480000 sec): 3 clusters
  Score: Raw -2458178.664373 + Penalty 3278.915501 = -2454899.748872
  nChanged 397
		SP:Iteration 17Q (13448.720000 sec): 3 clusters
  Score: Raw -2458323.480298 + Penalty 3278.915501 = -2455044.564796
  nChanged 371
		SP:Iteration 18Q (13448.980000 sec): 3 clusters
  Score: Raw -2458462.078126 + Penalty 3278.915501 = -2455183.162625
  nChanged 361
		SP:Iteration 19Q (13449.270000 sec): 3 clusters
  Score: Raw -2458586.186509 + Penalty 3278.915501 = -2455307.271008
  nChanged 308
		SP:Iteration 20F (13449.580000 sec): 3 clusters
  Score: Raw -2458692.513614 + Penalty 3278.915501 = -2455413.598113
  nChanged 304
		SP:Iteration 21Q (13449.840000 sec): 3 clusters
  Score: Raw -2458790.667110 + Penalty 3278.915501 = -2455511.751609
  nChanged 302
		SP:Iteration 22Q (13450.130000 sec): 3 clusters
  Score: Raw -2458883.517262 + Penalty 3278.915501 = -2455604.601761
  nChanged 291
		SP:Iteration 23Q (13450.370000 sec): 3 clusters
  Score: Raw -2458970.024555 + Penalty 3278.915501 = -2455691.109054
  nChanged 284
		SP:Iteration 24Q (13450.700000 sec): 3 clusters
  Score: Raw -2459064.521915 + Penalty 3278.915501 = -2455785.606414
  nChanged 278
		SP:Iteration 25Q (13450.930000 sec): 3 clusters
  Score: Raw -2459159.762976 + Penalty 3278.915501 = -2455880.847475
  nChanged 284
		SP:Iteration 26Q (13451.200000 sec): 3 clusters
  Score: Raw -2459259.379743 + Penalty 3278.915501 = -2455980.464242
  nChanged 288
		SP:Iteration 27Q (13451.430000 sec): 3 clusters
  Score: Raw -2459356.885134 + Penalty 3278.915501 = -2456077.969633
  nChanged 252
		SP:Iteration 28Q (13451.750000 sec): 3 clusters
  Score: Raw -2459450.282699 + Penalty 3278.915501 = -2456171.367198
  nChanged 258
		SP:Iteration 29Q (13452.020000 sec): 3 clusters
  Score: Raw -2459541.628480 + Penalty 3278.915501 = -2456262.712979
  nChanged 266
		SP:Iteration 30Q (13452.320000 sec): 3 clusters
  Score: Raw -2459632.102824 + Penalty 3278.915501 = -2456353.187323
  nChanged 253
		SP:Iteration 31Q (13452.610000 sec): 3 clusters
  Score: Raw -2459722.762625 + Penalty 3278.915501 = -2456443.847124
  nChanged 278
		SP:Iteration 32Q (13452.910000 sec): 3 clusters
  Score: Raw -2459831.832909 + Penalty 3278.915501 = -2456552.917408
  nChanged 268
		SP:Iteration 33Q (13453.230000 sec): 3 clusters
  Score: Raw -2459944.065395 + Penalty 3278.915501 = -2456665.149894
  nChanged 249
		SP:Iteration 34Q (13453.480000 sec): 3 clusters
  Score: Raw -2460055.110099 + Penalty 3278.915501 = -2456776.194597
  nChanged 224
		SP:Iteration 35Q (13453.800000 sec): 3 clusters
  Score: Raw -2460153.014170 + Penalty 3278.915501 = -2456874.098669
  nChanged 208
		SP:Iteration 36Q (13454.090000 sec): 3 clusters
  Score: Raw -2460239.524697 + Penalty 3278.915501 = -2456960.609196
  nChanged 199
		SP:Iteration 37Q (13454.320000 sec): 3 clusters
  Score: Raw -2460331.849995 + Penalty 3278.915501 = -2457052.934494
  nChanged 193
		SP:Iteration 38Q (13454.590000 sec): 3 clusters
  Score: Raw -2460434.870727 + Penalty 3278.915501 = -2457155.955226
  nChanged 185
		SP:Iteration 39Q (13454.890000 sec): 3 clusters
  Score: Raw -2460534.695804 + Penalty 3278.915501 = -2457255.780303
  nChanged 144
		SP:Iteration 40F (13455.180000 sec): 3 clusters
  Score: Raw -2460610.002013 + Penalty 3278.915501 = -2457331.086512
  nChanged 126
		SP:Iteration 41Q (13455.450000 sec): 3 clusters
  Score: Raw -2460668.939338 + Penalty 3278.915501 = -2457390.023837
  nChanged 97
		SP:Iteration 42Q (13455.750000 sec): 3 clusters
  Score: Raw -2460714.752199 + Penalty 3278.915501 = -2457435.836698
  nChanged 85
		SP:Iteration 43Q (13456.080000 sec): 3 clusters
  Score: Raw -2460753.905373 + Penalty 3278.915501 = -2457474.989871
  nChanged 64
		SP:Iteration 44Q (13456.400000 sec): 3 clusters
  Score: Raw -2460779.281665 + Penalty 3278.915501 = -2457500.366164
  nChanged 53
		SP:Iteration 45Q (13456.680000 sec): 3 clusters
  Score: Raw -2460803.296102 + Penalty 3278.915501 = -2457524.380601
  nChanged 52
		SP:Iteration 46Q (13457.020000 sec): 3 clusters
  Score: Raw -2460827.625057 + Penalty 3278.915501 = -2457548.709556
  nChanged 51
		SP:Iteration 47Q (13457.270000 sec): 3 clusters
  Score: Raw -2460851.884994 + Penalty 3278.915501 = -2457572.969492
  nChanged 50
		SP:Iteration 48Q (13457.540000 sec): 3 clusters
  Score: Raw -2460869.552278 + Penalty 3278.915501 = -2457590.636777
  nChanged 29
		SP:Iteration 49Q (13457.850000 sec): 3 clusters
  Score: Raw -2460879.275750 + Penalty 3278.915501 = -2457600.360249
  nChanged 24
		SP:Iteration 50Q (13458.100000 sec): 3 clusters
  Score: Raw -2460889.276206 + Penalty 3278.915501 = -2457610.360705
  nChanged 37
		SP:Iteration 51Q (13458.390000 sec): 3 clusters
  Score: Raw -2460905.953746 + Penalty 3278.915501 = -2457627.038245
  nChanged 37
		SP:Iteration 52Q (13458.720000 sec): 3 clusters
  Score: Raw -2460917.524882 + Penalty 3278.915501 = -2457638.609381
  nChanged 27
		SP:Iteration 53Q (13458.980000 sec): 3 clusters
  Score: Raw -2460924.632147 + Penalty 3278.915501 = -2457645.716646
  nChanged 20
		SP:Iteration 54Q (13459.270000 sec): 3 clusters
  Score: Raw -2460930.047723 + Penalty 3278.915501 = -2457651.132221
  nChanged 14
		SP:Iteration 55Q (13459.570000 sec): 3 clusters
  Score: Raw -2460934.115679 + Penalty 3278.915501 = -2457655.200178
  nChanged 16
		SP:Iteration 56Q (13459.820000 sec): 3 clusters
  Score: Raw -2460938.886292 + Penalty 3278.915501 = -2457659.970791
  nChanged 6
		SP:Iteration 57Q (13460.050000 sec): 3 clusters
  Score: Raw -2460940.455383 + Penalty 3278.915501 = -2457661.539882
  nChanged 5
		SP:Iteration 58Q (13460.320000 sec): 3 clusters
  Score: Raw -2460941.250611 + Penalty 3278.915501 = -2457662.335110
  nChanged 2
		SP:Iteration 59Q (13460.610000 sec): 3 clusters
  Score: Raw -2460941.639344 + Penalty 3278.915501 = -2457662.723843
  nChanged 0
		SP:Iteration 60F (13460.860000 sec): 3 clusters
  Score: Raw -2460941.639344 + Penalty 3278.915501 = -2457662.723843
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13461.110000 sec): 2 clusters
  Score: Raw -2679643.841433 + Penalty 1643.240327 = -2678000.601107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13461.380000 sec): 3 clusters
  Score: Raw -2664544.370486 + Penalty 3286.480653 = -2661257.889833
  nChanged 11295
		SP:Iteration 1F (13461.660000 sec): 3 clusters
  Score: Raw -2670781.924572 + Penalty 3286.480653 = -2667495.443919
  nChanged 1190
		SP:Iteration 2Q (13461.920000 sec): 3 clusters
  Score: Raw -2671182.965327 + Penalty 3286.480653 = -2667896.484673
  nChanged 1098
		SP:Iteration 3Q (13462.220000 sec): 3 clusters
  Score: Raw -2671545.306408 + Penalty 3286.480653 = -2668258.825755
  nChanged 1040
		SP:Iteration 4Q (13462.490000 sec): 3 clusters
  Score: Raw -2671959.033633 + Penalty 3286.480653 = -2668672.552980
  nChanged 1066
		SP:Iteration 5Q (13462.770000 sec): 3 clusters
  Score: Raw -2672423.931065 + Penalty 3286.480653 = -2669137.450412
  nChanged 1129
		SP:Iteration 6Q (13463.100000 sec): 3 clusters
  Score: Raw -2672993.843634 + Penalty 3286.480653 = -2669707.362981
  nChanged 1229
		SP:Iteration 7Q (13463.420000 sec): 3 clusters
  Score: Raw -2673738.974694 + Penalty 3286.480653 = -2670452.494041
  nChanged 1394
		SP:Iteration 8F (13463.760000 sec): 3 clusters
  Score: Raw -2674670.109569 + Penalty 3286.480653 = -2671383.628916
  nChanged 1393
		SP:Iteration 9F (13464.080000 sec): 3 clusters
  Score: Raw -2675699.863072 + Penalty 3286.480653 = -2672413.382418
  nChanged 1362
		SP:Iteration 10F (13464.370000 sec): 3 clusters
  Score: Raw -2676772.196191 + Penalty 3286.480653 = -2673485.715538
  nChanged 1142
		SP:Iteration 11Q (13464.680000 sec): 3 clusters
  Score: Raw -2677676.019698 + Penalty 3286.480653 = -2674389.539045
  nChanged 865
		SP:Iteration 12Q (13464.970000 sec): 3 clusters
  Score: Raw -2678354.590445 + Penalty 3286.480653 = -2675068.109792
  nChanged 643
		SP:Iteration 13Q (13465.230000 sec): 3 clusters
  Score: Raw -2678833.820814 + Penalty 3286.480653 = -2675547.340161
  nChanged 471
		SP:Iteration 14Q (13465.560000 sec): 3 clusters
  Score: Raw -2679165.456166 + Penalty 3286.480653 = -2675878.975513
  nChanged 322
		SP:Iteration 15Q (13465.800000 sec): 3 clusters
  Score: Raw -2679382.959334 + Penalty 3286.480653 = -2676096.478681
  nChanged 214
		SP:Iteration 16Q (13466.120000 sec): 3 clusters
  Score: Raw -2679528.328297 + Penalty 3286.480653 = -2676241.847644
  nChanged 139
		SP:Iteration 17Q (13466.410000 sec): 3 clusters
  Score: Raw -2679617.895787 + Penalty 3286.480653 = -2676331.415133
  nChanged 100
		SP:Iteration 18Q (13466.700000 sec): 3 clusters
  Score: Raw -2679690.281915 + Penalty 3286.480653 = -2676403.801262
  nChanged 67
		SP:Iteration 19Q (13467.000000 sec): 3 clusters
  Score: Raw -2679737.395489 + Penalty 3286.480653 = -2676450.914836
  nChanged 56
		SP:Iteration 20F (13467.300000 sec): 3 clusters
  Score: Raw -2679781.119631 + Penalty 3286.480653 = -2676494.638978
  nChanged 44
		SP:Iteration 21Q (13467.610000 sec): 3 clusters
  Score: Raw -2679816.335899 + Penalty 3286.480653 = -2676529.855246
  nChanged 25
		SP:Iteration 22Q (13467.870000 sec): 3 clusters
  Score: Raw -2679836.048258 + Penalty 3286.480653 = -2676549.567605
  nChanged 25
		SP:Iteration 23Q (13468.180000 sec): 3 clusters
  Score: Raw -2679854.705808 + Penalty 3286.480653 = -2676568.225155
  nChanged 14
		SP:Iteration 24Q (13468.470000 sec): 3 clusters
  Score: Raw -2679862.603322 + Penalty 3286.480653 = -2676576.122669
  nChanged 10
		SP:Iteration 25Q (13468.740000 sec): 3 clusters
  Score: Raw -2679870.095280 + Penalty 3286.480653 = -2676583.614627
  nChanged 7
		SP:Iteration 26Q (13469.010000 sec): 3 clusters
  Score: Raw -2679874.658002 + Penalty 3286.480653 = -2676588.177349
  nChanged 2
		SP:Iteration 27Q (13469.310000 sec): 3 clusters
  Score: Raw -2679875.143220 + Penalty 3286.480653 = -2676588.662567
  nChanged 1
		SP:Iteration 28Q (13469.540000 sec): 3 clusters
  Score: Raw -2679875.313698 + Penalty 3286.480653 = -2676588.833045
  nChanged 1
		SP:Iteration 29Q (13469.820000 sec): 3 clusters
  Score: Raw -2679875.499766 + Penalty 3286.480653 = -2676589.019113
  nChanged 0
		SP:Iteration 30F (13470.100000 sec): 3 clusters
  Score: Raw -2679875.499766 + Penalty 3286.480653 = -2676589.019113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (5815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13470.250000 sec): 2 clusters
  Score: Raw -615828.688461 + Penalty 1408.581861 = -614420.106600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13470.440000 sec): 3 clusters
  Score: Raw -612827.791135 + Penalty 2817.163721 = -610010.627414
  nChanged 2323
		SP:Iteration 1F (13470.620000 sec): 3 clusters
  Score: Raw -614212.539097 + Penalty 2817.163721 = -611395.375376
  nChanged 430
		SP:Iteration 2F (13470.840000 sec): 3 clusters
  Score: Raw -614507.019430 + Penalty 2817.163721 = -611689.855709
  nChanged 341
		SP:Iteration 3F (13471.000000 sec): 3 clusters
  Score: Raw -614781.058845 + Penalty 2817.163721 = -611963.895124
  nChanged 328
		SP:Iteration 4F (13471.180000 sec): 3 clusters
  Score: Raw -615028.301285 + Penalty 2817.163721 = -612211.137564
  nChanged 309
		SP:Iteration 5F (13471.370000 sec): 3 clusters
  Score: Raw -615263.871254 + Penalty 2817.163721 = -612446.707533
  nChanged 293
		SP:Iteration 6F (13471.570000 sec): 3 clusters
  Score: Raw -615490.213610 + Penalty 2817.163721 = -612673.049889
  nChanged 248
		SP:Iteration 7Q (13471.790000 sec): 3 clusters
  Score: Raw -615652.864167 + Penalty 2817.163721 = -612835.700446
  nChanged 225
		SP:Iteration 8Q (13472.050000 sec): 3 clusters
  Score: Raw -615832.830483 + Penalty 2817.163721 = -613015.666762
  nChanged 238
		SP:Iteration 9Q (13472.250000 sec): 3 clusters
  Score: Raw -616026.860080 + Penalty 2817.163721 = -613209.696359
  nChanged 208
		SP:Iteration 10Q (13472.460000 sec): 3 clusters
  Score: Raw -616193.045456 + Penalty 2817.163721 = -613375.881735
  nChanged 185
		SP:Iteration 11Q (13472.620000 sec): 3 clusters
  Score: Raw -616331.126070 + Penalty 2817.163721 = -613513.962349
  nChanged 137
		SP:Iteration 12Q (13472.840000 sec): 3 clusters
  Score: Raw -616419.040768 + Penalty 2817.163721 = -613601.877047
  nChanged 108
		SP:Iteration 13Q (13473.040000 sec): 3 clusters
  Score: Raw -616481.405415 + Penalty 2817.163721 = -613664.241694
  nChanged 82
		SP:Iteration 14Q (13473.210000 sec): 3 clusters
  Score: Raw -616520.434892 + Penalty 2817.163721 = -613703.271171
  nChanged 70
		SP:Iteration 15Q (13473.400000 sec): 3 clusters
  Score: Raw -616550.914119 + Penalty 2817.163721 = -613733.750398
  nChanged 55
		SP:Iteration 16Q (13473.600000 sec): 3 clusters
  Score: Raw -616573.311173 + Penalty 2817.163721 = -613756.147452
  nChanged 52
		SP:Iteration 17Q (13473.830000 sec): 3 clusters
  Score: Raw -616593.394553 + Penalty 2817.163721 = -613776.230832
  nChanged 46
		SP:Iteration 18Q (13474.010000 sec): 3 clusters
  Score: Raw -616608.632641 + Penalty 2817.163721 = -613791.468920
  nChanged 29
		SP:Iteration 19Q (13474.240000 sec): 3 clusters
  Score: Raw -616616.352281 + Penalty 2817.163721 = -613799.188560
  nChanged 23
		SP:Iteration 20F (13474.420000 sec): 3 clusters
  Score: Raw -616621.105080 + Penalty 2817.163721 = -613803.941359
  nChanged 15
		SP:Iteration 21Q (13474.630000 sec): 3 clusters
  Score: Raw -616623.573304 + Penalty 2817.163721 = -613806.409583
  nChanged 7
		SP:Iteration 22Q (13474.840000 sec): 3 clusters
  Score: Raw -616625.475365 + Penalty 2817.163721 = -613808.311644
  nChanged 8
		SP:Iteration 23Q (13475.020000 sec): 3 clusters
  Score: Raw -616626.787060 + Penalty 2817.163721 = -613809.623339
  nChanged 6
		SP:Iteration 24Q (13475.240000 sec): 3 clusters
  Score: Raw -616627.796717 + Penalty 2817.163721 = -613810.632996
  nChanged 8
		SP:Iteration 25Q (13475.410000 sec): 3 clusters
  Score: Raw -616630.290428 + Penalty 2817.163721 = -613813.126707
  nChanged 13
		SP:Iteration 26Q (13475.630000 sec): 3 clusters
  Score: Raw -616633.964558 + Penalty 2817.163721 = -613816.800837
  nChanged 16
		SP:Iteration 27Q (13475.870000 sec): 3 clusters
  Score: Raw -616637.677637 + Penalty 2817.163721 = -613820.513916
  nChanged 15
		SP:Iteration 28Q (13476.060000 sec): 3 clusters
  Score: Raw -616640.801229 + Penalty 2817.163721 = -613823.637508
  nChanged 11
		SP:Iteration 29Q (13476.230000 sec): 3 clusters
  Score: Raw -616642.387002 + Penalty 2817.163721 = -613825.223281
  nChanged 7
		SP:Iteration 30Q (13476.430000 sec): 3 clusters
  Score: Raw -616643.232617 + Penalty 2817.163721 = -613826.068896
  nChanged 3
		SP:Iteration 31Q (13476.660000 sec): 3 clusters
  Score: Raw -616644.057919 + Penalty 2817.163721 = -613826.894198
  nChanged 3
		SP:Iteration 32Q (13476.810000 sec): 3 clusters
  Score: Raw -616644.367970 + Penalty 2817.163721 = -613827.204248
  nChanged 0
		SP:Iteration 33F (13477.020000 sec): 3 clusters
  Score: Raw -616644.367970 + Penalty 2817.163721 = -613827.204248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (5007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13477.130000 sec): 2 clusters
  Score: Raw -501823.923905 + Penalty 1384.271235 = -500439.652670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13477.320000 sec): 3 clusters
  Score: Raw -499205.661179 + Penalty 2768.542469 = -496437.118710
  nChanged 2038
		SP:Iteration 1F (13477.520000 sec): 3 clusters
  Score: Raw -500438.952495 + Penalty 2768.542469 = -497670.410026
  nChanged 443
		SP:Iteration 2F (13477.690000 sec): 3 clusters
  Score: Raw -500708.903532 + Penalty 2768.542469 = -497940.361063
  nChanged 288
		SP:Iteration 3F (13477.880000 sec): 3 clusters
  Score: Raw -500899.654177 + Penalty 2768.542469 = -498131.111708
  nChanged 258
		SP:Iteration 4F (13478.060000 sec): 3 clusters
  Score: Raw -501081.174388 + Penalty 2768.542469 = -498312.631919
  nChanged 246
		SP:Iteration 5Q (13478.230000 sec): 3 clusters
  Score: Raw -501229.468992 + Penalty 2768.542469 = -498460.926523
  nChanged 211
		SP:Iteration 6Q (13478.410000 sec): 3 clusters
  Score: Raw -501375.012470 + Penalty 2768.542469 = -498606.470001
  nChanged 204
		SP:Iteration 7Q (13478.600000 sec): 3 clusters
  Score: Raw -501502.495911 + Penalty 2768.542469 = -498733.953442
  nChanged 182
		SP:Iteration 8Q (13478.780000 sec): 3 clusters
  Score: Raw -501608.799015 + Penalty 2768.542469 = -498840.256546
  nChanged 168
		SP:Iteration 9Q (13478.960000 sec): 3 clusters
  Score: Raw -501691.850694 + Penalty 2768.542469 = -498923.308225
  nChanged 128
		SP:Iteration 10Q (13479.160000 sec): 3 clusters
  Score: Raw -501754.796564 + Penalty 2768.542469 = -498986.254095
  nChanged 110
		SP:Iteration 11Q (13479.320000 sec): 3 clusters
  Score: Raw -501804.542848 + Penalty 2768.542469 = -499036.000379
  nChanged 84
		SP:Iteration 12Q (13479.490000 sec): 3 clusters
  Score: Raw -501851.345477 + Penalty 2768.542469 = -499082.803008
  nChanged 95
		SP:Iteration 13Q (13479.690000 sec): 3 clusters
  Score: Raw -501900.742616 + Penalty 2768.542469 = -499132.200147
  nChanged 95
		SP:Iteration 14Q (13479.860000 sec): 3 clusters
  Score: Raw -501952.755715 + Penalty 2768.542469 = -499184.213246
  nChanged 83
		SP:Iteration 15Q (13480.040000 sec): 3 clusters
  Score: Raw -501997.215743 + Penalty 2768.542469 = -499228.673274
  nChanged 89
		SP:Iteration 16Q (13480.220000 sec): 3 clusters
  Score: Raw -502036.196878 + Penalty 2768.542469 = -499267.654409
  nChanged 77
		SP:Iteration 17Q (13480.420000 sec): 3 clusters
  Score: Raw -502071.245845 + Penalty 2768.542469 = -499302.703376
  nChanged 76
		SP:Iteration 18Q (13480.570000 sec): 3 clusters
  Score: Raw -502103.722079 + Penalty 2768.542469 = -499335.179610
  nChanged 66
		SP:Iteration 19Q (13480.700000 sec): 3 clusters
  Score: Raw -502129.655080 + Penalty 2768.542469 = -499361.112611
  nChanged 58
		SP:Iteration 20F (13480.880000 sec): 3 clusters
  Score: Raw -502151.090148 + Penalty 2768.542469 = -499382.547679
  nChanged 50
		SP:Iteration 21Q (13481.080000 sec): 3 clusters
  Score: Raw -502165.369171 + Penalty 2768.542469 = -499396.826702
  nChanged 43
		SP:Iteration 22Q (13481.240000 sec): 3 clusters
  Score: Raw -502182.616630 + Penalty 2768.542469 = -499414.074161
  nChanged 44
		SP:Iteration 23Q (13481.410000 sec): 3 clusters
  Score: Raw -502198.594864 + Penalty 2768.542469 = -499430.052395
  nChanged 34
		SP:Iteration 24Q (13481.590000 sec): 3 clusters
  Score: Raw -502207.785414 + Penalty 2768.542469 = -499439.242945
  nChanged 31
		SP:Iteration 25Q (13481.750000 sec): 3 clusters
  Score: Raw -502216.093027 + Penalty 2768.542469 = -499447.550558
  nChanged 20
		SP:Iteration 26Q (13481.910000 sec): 3 clusters
  Score: Raw -502221.321828 + Penalty 2768.542469 = -499452.779359
  nChanged 18
		SP:Iteration 27Q (13482.130000 sec): 3 clusters
  Score: Raw -502225.328877 + Penalty 2768.542469 = -499456.786408
  nChanged 12
		SP:Iteration 28Q (13482.290000 sec): 3 clusters
  Score: Raw -502228.319630 + Penalty 2768.542469 = -499459.777161
  nChanged 14
		SP:Iteration 29Q (13482.480000 sec): 3 clusters
  Score: Raw -502230.678956 + Penalty 2768.542469 = -499462.136487
  nChanged 7
		SP:Iteration 30Q (13482.650000 sec): 3 clusters
  Score: Raw -502231.694674 + Penalty 2768.542469 = -499463.152205
  nChanged 7
		SP:Iteration 31Q (13482.860000 sec): 3 clusters
  Score: Raw -502233.077545 + Penalty 2768.542469 = -499464.535076
  nChanged 5
		SP:Iteration 32Q (13483.040000 sec): 3 clusters
  Score: Raw -502234.214959 + Penalty 2768.542469 = -499465.672490
  nChanged 5
		SP:Iteration 33Q (13483.240000 sec): 3 clusters
  Score: Raw -502236.096739 + Penalty 2768.542469 = -499467.554270
  nChanged 10
		SP:Iteration 34Q (13483.460000 sec): 3 clusters
  Score: Raw -502238.737207 + Penalty 2768.542469 = -499470.194738
  nChanged 11
		SP:Iteration 35Q (13483.600000 sec): 3 clusters
  Score: Raw -502242.066042 + Penalty 2768.542469 = -499473.523573
  nChanged 15
		SP:Iteration 36Q (13483.780000 sec): 3 clusters
  Score: Raw -502246.464722 + Penalty 2768.542469 = -499477.922253
  nChanged 15
		SP:Iteration 37Q (13484.030000 sec): 3 clusters
  Score: Raw -502250.730351 + Penalty 2768.542469 = -499482.187882
  nChanged 12
		SP:Iteration 38Q (13484.190000 sec): 3 clusters
  Score: Raw -502252.805848 + Penalty 2768.542469 = -499484.263379
  nChanged 8
		SP:Iteration 39Q (13484.390000 sec): 3 clusters
  Score: Raw -502254.372494 + Penalty 2768.542469 = -499485.830025
  nChanged 8
		SP:Iteration 40F (13484.600000 sec): 3 clusters
  Score: Raw -502256.080758 + Penalty 2768.542469 = -499487.538289
  nChanged 8
		SP:Iteration 41Q (13484.760000 sec): 3 clusters
  Score: Raw -502258.511830 + Penalty 2768.542469 = -499489.969361
  nChanged 8
		SP:Iteration 42Q (13485.000000 sec): 3 clusters
  Score: Raw -502260.093331 + Penalty 2768.542469 = -499491.550862
  nChanged 3
		SP:Iteration 43Q (13485.160000 sec): 3 clusters
  Score: Raw -502261.459258 + Penalty 2768.542469 = -499492.916789
  nChanged 4
		SP:Iteration 44Q (13485.370000 sec): 3 clusters
  Score: Raw -502262.152387 + Penalty 2768.542469 = -499493.609918
  nChanged 2
		SP:Iteration 45Q (13485.580000 sec): 3 clusters
  Score: Raw -502262.415943 + Penalty 2768.542469 = -499493.873474
  nChanged 2
		SP:Iteration 46Q (13485.780000 sec): 3 clusters
  Score: Raw -502262.761630 + Penalty 2768.542469 = -499494.219161
  nChanged 1
		SP:Iteration 47Q (13485.990000 sec): 3 clusters
  Score: Raw -502262.852685 + Penalty 2768.542469 = -499494.310216
  nChanged 1
		SP:Iteration 48Q (13486.140000 sec): 3 clusters
  Score: Raw -502263.030477 + Penalty 2768.542469 = -499494.488008
  nChanged 1
		SP:Iteration 49Q (13486.360000 sec): 3 clusters
  Score: Raw -502263.127802 + Penalty 2768.542469 = -499494.585333
  nChanged 0
		SP:Iteration 50F (13486.570000 sec): 3 clusters
  Score: Raw -502263.127802 + Penalty 2768.542469 = -499494.585333
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13486.700000 sec): 2 clusters
  Score: Raw -448109.856056 + Penalty 1358.663655 = -446751.192401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13486.880000 sec): 3 clusters
  Score: Raw -445965.997379 + Penalty 2717.327310 = -443248.670069
  nChanged 1678
		SP:Iteration 1F (13487.060000 sec): 3 clusters
  Score: Raw -446965.909762 + Penalty 2717.327310 = -444248.582452
  nChanged 397
		SP:Iteration 2F (13487.270000 sec): 3 clusters
  Score: Raw -447334.012687 + Penalty 2717.327310 = -444616.685377
  nChanged 349
		SP:Iteration 3F (13487.460000 sec): 3 clusters
  Score: Raw -447676.826416 + Penalty 2717.327310 = -444959.499105
  nChanged 305
		SP:Iteration 4F (13487.680000 sec): 3 clusters
  Score: Raw -447996.562462 + Penalty 2717.327310 = -445279.235152
  nChanged 275
		SP:Iteration 5F (13487.870000 sec): 3 clusters
  Score: Raw -448293.841043 + Penalty 2717.327310 = -445576.513733
  nChanged 252
		SP:Iteration 6F (13488.060000 sec): 3 clusters
  Score: Raw -448545.289731 + Penalty 2717.327310 = -445827.962421
  nChanged 191
		SP:Iteration 7Q (13488.270000 sec): 3 clusters
  Score: Raw -448743.014775 + Penalty 2717.327310 = -446025.687464
  nChanged 154
		SP:Iteration 8Q (13488.490000 sec): 3 clusters
  Score: Raw -448887.668953 + Penalty 2717.327310 = -446170.341643
  nChanged 115
		SP:Iteration 9Q (13488.650000 sec): 3 clusters
  Score: Raw -448979.729796 + Penalty 2717.327310 = -446262.402486
  nChanged 88
		SP:Iteration 10Q (13488.820000 sec): 3 clusters
  Score: Raw -449033.980795 + Penalty 2717.327310 = -446316.653485
  nChanged 60
		SP:Iteration 11Q (13488.990000 sec): 3 clusters
  Score: Raw -449073.633759 + Penalty 2717.327310 = -446356.306449
  nChanged 37
		SP:Iteration 12Q (13489.190000 sec): 3 clusters
  Score: Raw -449092.456073 + Penalty 2717.327310 = -446375.128763
  nChanged 28
		SP:Iteration 13Q (13489.370000 sec): 3 clusters
  Score: Raw -449107.810413 + Penalty 2717.327310 = -446390.483103
  nChanged 11
		SP:Iteration 14Q (13489.530000 sec): 3 clusters
  Score: Raw -449112.061004 + Penalty 2717.327310 = -446394.733694
  nChanged 11
		SP:Iteration 15Q (13489.700000 sec): 3 clusters
  Score: Raw -449115.547279 + Penalty 2717.327310 = -446398.219969
  nChanged 8
		SP:Iteration 16Q (13489.840000 sec): 3 clusters
  Score: Raw -449118.868973 + Penalty 2717.327310 = -446401.541663
  nChanged 10
		SP:Iteration 17Q (13490.040000 sec): 3 clusters
  Score: Raw -449121.867907 + Penalty 2717.327310 = -446404.540597
  nChanged 7
		SP:Iteration 18Q (13490.230000 sec): 3 clusters
  Score: Raw -449124.276536 + Penalty 2717.327310 = -446406.949226
  nChanged 8
		SP:Iteration 19Q (13490.410000 sec): 3 clusters
  Score: Raw -449126.117944 + Penalty 2717.327310 = -446408.790634
  nChanged 7
		SP:Iteration 20F (13490.610000 sec): 3 clusters
  Score: Raw -449127.475556 + Penalty 2717.327310 = -446410.148246
  nChanged 6
		SP:Iteration 21Q (13490.790000 sec): 3 clusters
  Score: Raw -449129.764680 + Penalty 2717.327310 = -446412.437370
  nChanged 6
		SP:Iteration 22Q (13491.010000 sec): 3 clusters
  Score: Raw -449132.599716 + Penalty 2717.327310 = -446415.272406
  nChanged 7
		SP:Iteration 23Q (13491.230000 sec): 3 clusters
  Score: Raw -449134.452180 + Penalty 2717.327310 = -446417.124870
  nChanged 3
		SP:Iteration 24Q (13491.410000 sec): 3 clusters
  Score: Raw -449136.916877 + Penalty 2717.327310 = -446419.589566
  nChanged 4
		SP:Iteration 25Q (13491.610000 sec): 3 clusters
  Score: Raw -449138.710681 + Penalty 2717.327310 = -446421.383370
  nChanged 2
		SP:Iteration 26Q (13491.810000 sec): 3 clusters
  Score: Raw -449139.855358 + Penalty 2717.327310 = -446422.528047
  nChanged 2
		SP:Iteration 27Q (13492.030000 sec): 3 clusters
  Score: Raw -449140.530741 + Penalty 2717.327310 = -446423.203431
  nChanged 4
		SP:Iteration 28Q (13492.140000 sec): 3 clusters
  Score: Raw -449141.331450 + Penalty 2717.327310 = -446424.004140
  nChanged 3
		SP:Iteration 29Q (13492.310000 sec): 3 clusters
  Score: Raw -449141.792890 + Penalty 2717.327310 = -446424.465580
  nChanged 2
		SP:Iteration 30Q (13492.440000 sec): 3 clusters
  Score: Raw -449142.459510 + Penalty 2717.327310 = -446425.132200
  nChanged 1
		SP:Iteration 31Q (13492.590000 sec): 3 clusters
  Score: Raw -449142.563202 + Penalty 2717.327310 = -446425.235892
  nChanged 2
		SP:Iteration 32Q (13492.790000 sec): 3 clusters
  Score: Raw -449143.096102 + Penalty 2717.327310 = -446425.768791
  nChanged 1
		SP:Iteration 33Q (13492.950000 sec): 3 clusters
  Score: Raw -449143.190764 + Penalty 2717.327310 = -446425.863453
  nChanged 0
		SP:Iteration 34F (13493.120000 sec): 3 clusters
  Score: Raw -449143.190764 + Penalty 2717.327310 = -446425.863453
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13493.210000 sec): 2 clusters
  Score: Raw -681994.808232 + Penalty 1419.392163 = -680575.416069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13493.410000 sec): 3 clusters
  Score: Raw -678647.556702 + Penalty 2838.784326 = -675808.772376
  nChanged 2603
		SP:Iteration 1F (13493.610000 sec): 3 clusters
  Score: Raw -680040.855141 + Penalty 2838.784326 = -677202.070815
  nChanged 442
		SP:Iteration 2F (13493.810000 sec): 3 clusters
  Score: Raw -680270.850938 + Penalty 2838.784326 = -677432.066612
  nChanged 330
		SP:Iteration 3F (13494.020000 sec): 3 clusters
  Score: Raw -680446.783883 + Penalty 2838.784326 = -677607.999557
  nChanged 274
		SP:Iteration 4Q (13494.190000 sec): 3 clusters
  Score: Raw -680594.551220 + Penalty 2838.784326 = -677755.766893
  nChanged 246
		SP:Iteration 5Q (13494.370000 sec): 3 clusters
  Score: Raw -680715.738759 + Penalty 2838.784326 = -677876.954433
  nChanged 220
		SP:Iteration 6Q (13494.520000 sec): 3 clusters
  Score: Raw -680822.614178 + Penalty 2838.784326 = -677983.829851
  nChanged 207
		SP:Iteration 7Q (13494.710000 sec): 3 clusters
  Score: Raw -680939.353840 + Penalty 2838.784326 = -678100.569513
  nChanged 198
		SP:Iteration 8Q (13494.910000 sec): 3 clusters
  Score: Raw -681045.158166 + Penalty 2838.784326 = -678206.373840
  nChanged 185
		SP:Iteration 9Q (13495.080000 sec): 3 clusters
  Score: Raw -681153.604874 + Penalty 2838.784326 = -678314.820547
  nChanged 196
		SP:Iteration 10Q (13495.310000 sec): 3 clusters
  Score: Raw -681276.410609 + Penalty 2838.784326 = -678437.626282
  nChanged 204
		SP:Iteration 11Q (13495.490000 sec): 3 clusters
  Score: Raw -681406.260217 + Penalty 2838.784326 = -678567.475891
  nChanged 161
		SP:Iteration 12Q (13495.690000 sec): 3 clusters
  Score: Raw -681508.910869 + Penalty 2838.784326 = -678670.126542
  nChanged 140
		SP:Iteration 13Q (13495.890000 sec): 3 clusters
  Score: Raw -681611.438660 + Penalty 2838.784326 = -678772.654334
  nChanged 136
		SP:Iteration 14Q (13496.110000 sec): 3 clusters
  Score: Raw -681716.128057 + Penalty 2838.784326 = -678877.343731
  nChanged 101
		SP:Iteration 15Q (13496.290000 sec): 3 clusters
  Score: Raw -681785.113410 + Penalty 2838.784326 = -678946.329084
  nChanged 80
		SP:Iteration 16Q (13496.490000 sec): 3 clusters
  Score: Raw -681849.942833 + Penalty 2838.784326 = -679011.158506
  nChanged 90
		SP:Iteration 17Q (13496.750000 sec): 3 clusters
  Score: Raw -681923.532364 + Penalty 2838.784326 = -679084.748038
  nChanged 79
		SP:Iteration 18Q (13496.980000 sec): 3 clusters
  Score: Raw -681980.402820 + Penalty 2838.784326 = -679141.618493
  nChanged 65
		SP:Iteration 19Q (13497.140000 sec): 3 clusters
  Score: Raw -682035.866738 + Penalty 2838.784326 = -679197.082412
  nChanged 51
		SP:Iteration 20F (13497.350000 sec): 3 clusters
  Score: Raw -682068.619363 + Penalty 2838.784326 = -679229.835037
  nChanged 39
		SP:Iteration 21Q (13497.530000 sec): 3 clusters
  Score: Raw -682096.185653 + Penalty 2838.784326 = -679257.401327
  nChanged 26
		SP:Iteration 22Q (13497.700000 sec): 3 clusters
  Score: Raw -682112.757400 + Penalty 2838.784326 = -679273.973074
  nChanged 24
		SP:Iteration 23Q (13497.870000 sec): 3 clusters
  Score: Raw -682126.180777 + Penalty 2838.784326 = -679287.396451
  nChanged 24
		SP:Iteration 24Q (13498.100000 sec): 3 clusters
  Score: Raw -682141.939451 + Penalty 2838.784326 = -679303.155125
  nChanged 21
		SP:Iteration 25Q (13498.310000 sec): 3 clusters
  Score: Raw -682155.899879 + Penalty 2838.784326 = -679317.115553
  nChanged 19
		SP:Iteration 26Q (13498.490000 sec): 3 clusters
  Score: Raw -682167.301143 + Penalty 2838.784326 = -679328.516816
  nChanged 14
		SP:Iteration 27Q (13498.700000 sec): 3 clusters
  Score: Raw -682174.682785 + Penalty 2838.784326 = -679335.898459
  nChanged 6
		SP:Iteration 28Q (13498.890000 sec): 3 clusters
  Score: Raw -682177.879064 + Penalty 2838.784326 = -679339.094738
  nChanged 6
		SP:Iteration 29Q (13499.060000 sec): 3 clusters
  Score: Raw -682180.582067 + Penalty 2838.784326 = -679341.797740
  nChanged 9
		SP:Iteration 30Q (13499.260000 sec): 3 clusters
  Score: Raw -682188.521228 + Penalty 2838.784326 = -679349.736902
  nChanged 11
		SP:Iteration 31Q (13499.480000 sec): 3 clusters
  Score: Raw -682195.296773 + Penalty 2838.784326 = -679356.512447
  nChanged 7
		SP:Iteration 32Q (13499.750000 sec): 3 clusters
  Score: Raw -682201.477748 + Penalty 2838.784326 = -679362.693422
  nChanged 6
		SP:Iteration 33Q (13499.930000 sec): 3 clusters
  Score: Raw -682208.250446 + Penalty 2838.784326 = -679369.466120
  nChanged 7
		SP:Iteration 34Q (13500.160000 sec): 3 clusters
  Score: Raw -682211.800179 + Penalty 2838.784326 = -679373.015853
  nChanged 3
		SP:Iteration 35Q (13500.340000 sec): 3 clusters
  Score: Raw -682213.909780 + Penalty 2838.784326 = -679375.125454
  nChanged 1
		SP:Iteration 36Q (13500.550000 sec): 3 clusters
  Score: Raw -682214.763071 + Penalty 2838.784326 = -679375.978745
  nChanged 2
		SP:Iteration 37Q (13500.740000 sec): 3 clusters
  Score: Raw -682215.696002 + Penalty 2838.784326 = -679376.911675
  nChanged 1
		SP:Iteration 38Q (13500.970000 sec): 3 clusters
  Score: Raw -682215.930639 + Penalty 2838.784326 = -679377.146313
  nChanged 0
		SP:Iteration 39F (13501.140000 sec): 3 clusters
  Score: Raw -682215.930639 + Penalty 2838.784326 = -679377.146313
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13501.260000 sec): 2 clusters
  Score: Raw -322018.549930 + Penalty 1319.740561 = -320698.809369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13501.470000 sec): 3 clusters
  Score: Raw -320423.464940 + Penalty 2639.481122 = -317783.983819
  nChanged 1285
		SP:Iteration 1F (13501.660000 sec): 3 clusters
  Score: Raw -321272.653067 + Penalty 2639.481122 = -318633.171945
  nChanged 317
		SP:Iteration 2F (13501.840000 sec): 3 clusters
  Score: Raw -321508.702924 + Penalty 2639.481122 = -318869.221803
  nChanged 197
		SP:Iteration 3F (13502.040000 sec): 3 clusters
  Score: Raw -321677.087161 + Penalty 2639.481122 = -319037.606039
  nChanged 164
		SP:Iteration 4Q (13502.250000 sec): 3 clusters
  Score: Raw -321849.860513 + Penalty 2639.481122 = -319210.379391
  nChanged 180
		SP:Iteration 5F (13502.440000 sec): 3 clusters
  Score: Raw -322027.950523 + Penalty 2639.481122 = -319388.469401
  nChanged 184
		SP:Iteration 6F (13502.640000 sec): 3 clusters
  Score: Raw -322252.626265 + Penalty 2639.481122 = -319613.145144
  nChanged 183
		SP:Iteration 7F (13502.830000 sec): 3 clusters
  Score: Raw -322445.652224 + Penalty 2639.481122 = -319806.171102
  nChanged 161
		SP:Iteration 8Q (13503.010000 sec): 3 clusters
  Score: Raw -322597.742846 + Penalty 2639.481122 = -319958.261724
  nChanged 122
		SP:Iteration 9Q (13503.180000 sec): 3 clusters
  Score: Raw -322714.583522 + Penalty 2639.481122 = -320075.102401
  nChanged 99
		SP:Iteration 10Q (13503.340000 sec): 3 clusters
  Score: Raw -322794.443333 + Penalty 2639.481122 = -320154.962211
  nChanged 78
		SP:Iteration 11Q (13503.480000 sec): 3 clusters
  Score: Raw -322843.851290 + Penalty 2639.481122 = -320204.370169
  nChanged 59
		SP:Iteration 12Q (13503.660000 sec): 3 clusters
  Score: Raw -322868.728956 + Penalty 2639.481122 = -320229.247834
  nChanged 40
		SP:Iteration 13Q (13503.860000 sec): 3 clusters
  Score: Raw -322885.934698 + Penalty 2639.481122 = -320246.453576
  nChanged 40
		SP:Iteration 14Q (13504.070000 sec): 3 clusters
  Score: Raw -322900.499961 + Penalty 2639.481122 = -320261.018840
  nChanged 28
		SP:Iteration 15Q (13504.250000 sec): 3 clusters
  Score: Raw -322910.413134 + Penalty 2639.481122 = -320270.932012
  nChanged 21
		SP:Iteration 16Q (13504.470000 sec): 3 clusters
  Score: Raw -322916.192431 + Penalty 2639.481122 = -320276.711309
  nChanged 9
		SP:Iteration 17Q (13504.630000 sec): 3 clusters
  Score: Raw -322919.177055 + Penalty 2639.481122 = -320279.695934
  nChanged 11
		SP:Iteration 18Q (13504.850000 sec): 3 clusters
  Score: Raw -322922.637798 + Penalty 2639.481122 = -320283.156677
  nChanged 7
		SP:Iteration 19Q (13505.020000 sec): 3 clusters
  Score: Raw -322924.074366 + Penalty 2639.481122 = -320284.593244
  nChanged 6
		SP:Iteration 20F (13505.170000 sec): 3 clusters
  Score: Raw -322925.278308 + Penalty 2639.481122 = -320285.797186
  nChanged 4
		SP:Iteration 21Q (13505.330000 sec): 3 clusters
  Score: Raw -322925.968550 + Penalty 2639.481122 = -320286.487428
  nChanged 3
		SP:Iteration 22Q (13505.480000 sec): 3 clusters
  Score: Raw -322926.698057 + Penalty 2639.481122 = -320287.216935
  nChanged 2
		SP:Iteration 23Q (13505.690000 sec): 3 clusters
  Score: Raw -322927.103119 + Penalty 2639.481122 = -320287.621997
  nChanged 0
		SP:Iteration 24F (13505.870000 sec): 3 clusters
  Score: Raw -322927.103119 + Penalty 2639.481122 = -320287.621997
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (4057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13505.950000 sec): 2 clusters
  Score: Raw -423466.710663 + Penalty 1350.082348 = -422116.628315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13506.170000 sec): 3 clusters
  Score: Raw -421429.092326 + Penalty 2700.164696 = -418728.927631
  nChanged 1565
		SP:Iteration 1F (13506.350000 sec): 3 clusters
  Score: Raw -422250.200512 + Penalty 2700.164696 = -419550.035816
  nChanged 263
		SP:Iteration 2F (13506.530000 sec): 3 clusters
  Score: Raw -422396.916579 + Penalty 2700.164696 = -419696.751883
  nChanged 222
		SP:Iteration 3F (13506.730000 sec): 3 clusters
  Score: Raw -422507.469829 + Penalty 2700.164696 = -419807.305133
  nChanged 172
		SP:Iteration 4Q (13506.910000 sec): 3 clusters
  Score: Raw -422601.195269 + Penalty 2700.164696 = -419901.030573
  nChanged 166
		SP:Iteration 5Q (13507.100000 sec): 3 clusters
  Score: Raw -422694.456630 + Penalty 2700.164696 = -419994.291935
  nChanged 142
		SP:Iteration 6Q (13507.290000 sec): 3 clusters
  Score: Raw -422773.796281 + Penalty 2700.164696 = -420073.631585
  nChanged 114
		SP:Iteration 7Q (13507.500000 sec): 3 clusters
  Score: Raw -422828.053289 + Penalty 2700.164696 = -420127.888593
  nChanged 99
		SP:Iteration 8Q (13507.690000 sec): 3 clusters
  Score: Raw -422873.293215 + Penalty 2700.164696 = -420173.128519
  nChanged 90
		SP:Iteration 9Q (13507.890000 sec): 3 clusters
  Score: Raw -422917.516932 + Penalty 2700.164696 = -420217.352236
  nChanged 90
		SP:Iteration 10Q (13508.080000 sec): 3 clusters
  Score: Raw -422962.558164 + Penalty 2700.164696 = -420262.393469
  nChanged 90
		SP:Iteration 11Q (13508.310000 sec): 3 clusters
  Score: Raw -423012.630044 + Penalty 2700.164696 = -420312.465348
  nChanged 98
		SP:Iteration 12Q (13508.490000 sec): 3 clusters
  Score: Raw -423072.219053 + Penalty 2700.164696 = -420372.054358
  nChanged 95
		SP:Iteration 13Q (13508.640000 sec): 3 clusters
  Score: Raw -423125.957415 + Penalty 2700.164696 = -420425.792720
  nChanged 91
		SP:Iteration 14Q (13508.850000 sec): 3 clusters
  Score: Raw -423177.774178 + Penalty 2700.164696 = -420477.609482
  nChanged 89
		SP:Iteration 15Q (13509.030000 sec): 3 clusters
  Score: Raw -423223.438976 + Penalty 2700.164696 = -420523.274281
  nChanged 79
		SP:Iteration 16Q (13509.270000 sec): 3 clusters
  Score: Raw -423264.007312 + Penalty 2700.164696 = -420563.842617
  nChanged 80
		SP:Iteration 17Q (13509.440000 sec): 3 clusters
  Score: Raw -423317.381538 + Penalty 2700.164696 = -420617.216843
  nChanged 90
		SP:Iteration 18Q (13509.650000 sec): 3 clusters
  Score: Raw -423393.460362 + Penalty 2700.164696 = -420693.295666
  nChanged 126
		SP:Iteration 19Q (13509.850000 sec): 3 clusters
  Score: Raw -423517.855233 + Penalty 2700.164696 = -420817.690538
  nChanged 148
		SP:Iteration 20F (13510.050000 sec): 3 clusters
  Score: Raw -423694.121238 + Penalty 2700.164696 = -420993.956542
  nChanged 162
		SP:Iteration 21Q (13510.250000 sec): 3 clusters
  Score: Raw -423935.076467 + Penalty 2700.164696 = -421234.911771
  nChanged 175
		SP:Iteration 22Q (13510.450000 sec): 3 clusters
  Score: Raw -424314.092859 + Penalty 2700.164696 = -421613.928164
  nChanged 200
		SP:Iteration 23Q (13510.690000 sec): 3 clusters
  Score: Raw -424785.685099 + Penalty 2700.164696 = -422085.520403
  nChanged 140
		SP:Iteration 24Q (13510.860000 sec): 3 clusters
  Score: Raw -425087.450849 + Penalty 2700.164696 = -422387.286153
  nChanged 65
		SP:Iteration 25Q (13511.050000 sec): 3 clusters
  Score: Raw -425190.733504 + Penalty 2700.164696 = -422490.568809
  nChanged 34
		SP:Iteration 26Q (13511.260000 sec): 3 clusters
  Score: Raw -425224.271029 + Penalty 2700.164696 = -422524.106334
  nChanged 11
		SP:Iteration 27Q (13511.410000 sec): 3 clusters
  Score: Raw -425230.071863 + Penalty 2700.164696 = -422529.907168
  nChanged 9
		SP:Iteration 28Q (13511.630000 sec): 3 clusters
  Score: Raw -425233.494531 + Penalty 2700.164696 = -422533.329835
  nChanged 4
		SP:Iteration 29Q (13511.780000 sec): 3 clusters
  Score: Raw -425235.124658 + Penalty 2700.164696 = -422534.959963
  nChanged 3
		SP:Iteration 30Q (13511.950000 sec): 3 clusters
  Score: Raw -425236.366508 + Penalty 2700.164696 = -422536.201813
  nChanged 2
		SP:Iteration 31Q (13512.130000 sec): 3 clusters
  Score: Raw -425236.875010 + Penalty 2700.164696 = -422536.710315
  nChanged 0
		SP:Iteration 32F (13512.280000 sec): 3 clusters
  Score: Raw -425236.875010 + Penalty 2700.164696 = -422536.710315
  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 9.11 GB.

 Trying to split cluster 14 (879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13512.410000 sec): 2 clusters
  Score: Raw -87558.085831 + Penalty 1101.552546 = -86456.533285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13512.550000 sec): 3 clusters
  Score: Raw -87374.305861 + Penalty 2203.105092 = -85171.200769
  nChanged 281
		SP:Iteration 1F (13512.730000 sec): 3 clusters
  Score: Raw -87655.581785 + Penalty 2203.105092 = -85452.476694
  nChanged 66
		SP:Iteration 2F (13512.900000 sec): 3 clusters
  Score: Raw -87733.910729 + Penalty 2203.105092 = -85530.805637
  nChanged 51
		SP:Iteration 3F (13513.080000 sec): 3 clusters
  Score: Raw -87820.900428 + Penalty 2203.105092 = -85617.795336
  nChanged 46
		SP:Iteration 4F (13513.240000 sec): 3 clusters
  Score: Raw -87888.504740 + Penalty 2203.105092 = -85685.399648
  nChanged 44
		SP:Iteration 5F (13513.440000 sec): 3 clusters
  Score: Raw -88001.135745 + Penalty 2203.105092 = -85798.030653
  nChanged 44
		SP:Iteration 6F (13513.590000 sec): 3 clusters
  Score: Raw -88160.636989 + Penalty 2203.105092 = -85957.531898
  nChanged 48
		SP:Iteration 7F (13513.770000 sec): 3 clusters
  Score: Raw -88256.025237 + Penalty 2203.105092 = -86052.920146
  nChanged 28
		SP:Iteration 8Q (13513.920000 sec): 3 clusters
  Score: Raw -88360.637848 + Penalty 2203.105092 = -86157.532756
  nChanged 22
		SP:Iteration 9Q (13514.060000 sec): 3 clusters
  Score: Raw -88418.218892 + Penalty 2203.105092 = -86215.113801
  nChanged 19
		SP:Iteration 10Q (13514.190000 sec): 3 clusters
  Score: Raw -88453.504258 + Penalty 2203.105092 = -86250.399166
  nChanged 8
		SP:Iteration 11Q (13514.340000 sec): 3 clusters
  Score: Raw -88467.387574 + Penalty 2203.105092 = -86264.282482
  nChanged 5
		SP:Iteration 12Q (13514.500000 sec): 3 clusters
  Score: Raw -88474.215848 + Penalty 2203.105092 = -86271.110757
  nChanged 0
		SP:Iteration 13F (13514.690000 sec): 3 clusters
  Score: Raw -88474.215848 + Penalty 2203.105092 = -86271.110757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (5009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13514.840000 sec): 2 clusters
  Score: Raw -550753.695697 + Penalty 1384.336131 = -549369.359566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13515.020000 sec): 3 clusters
  Score: Raw -548105.568380 + Penalty 2768.672261 = -545336.896119
  nChanged 2082
		SP:Iteration 1F (13515.190000 sec): 3 clusters
  Score: Raw -549250.435049 + Penalty 2768.672261 = -546481.762788
  nChanged 356
		SP:Iteration 2F (13515.370000 sec): 3 clusters
  Score: Raw -549437.409612 + Penalty 2768.672261 = -546668.737350
  nChanged 265
		SP:Iteration 3F (13515.560000 sec): 3 clusters
  Score: Raw -549570.348183 + Penalty 2768.672261 = -546801.675921
  nChanged 208
		SP:Iteration 4Q (13515.730000 sec): 3 clusters
  Score: Raw -549657.151802 + Penalty 2768.672261 = -546888.479541
  nChanged 150
		SP:Iteration 5Q (13515.890000 sec): 3 clusters
  Score: Raw -549718.175516 + Penalty 2768.672261 = -546949.503255
  nChanged 125
		SP:Iteration 6Q (13516.080000 sec): 3 clusters
  Score: Raw -549777.595985 + Penalty 2768.672261 = -547008.923723
  nChanged 142
		SP:Iteration 7Q (13516.280000 sec): 3 clusters
  Score: Raw -549843.642000 + Penalty 2768.672261 = -547074.969739
  nChanged 128
		SP:Iteration 8Q (13516.450000 sec): 3 clusters
  Score: Raw -549900.466275 + Penalty 2768.672261 = -547131.794014
  nChanged 133
		SP:Iteration 9Q (13516.700000 sec): 3 clusters
  Score: Raw -549959.969656 + Penalty 2768.672261 = -547191.297394
  nChanged 132
		SP:Iteration 10Q (13516.870000 sec): 3 clusters
  Score: Raw -550031.659500 + Penalty 2768.672261 = -547262.987238
  nChanged 155
		SP:Iteration 11Q (13517.060000 sec): 3 clusters
  Score: Raw -550119.946680 + Penalty 2768.672261 = -547351.274419
  nChanged 154
		SP:Iteration 12Q (13517.280000 sec): 3 clusters
  Score: Raw -550201.557731 + Penalty 2768.672261 = -547432.885469
  nChanged 143
		SP:Iteration 13Q (13517.480000 sec): 3 clusters
  Score: Raw -550272.566572 + Penalty 2768.672261 = -547503.894310
  nChanged 142
		SP:Iteration 14Q (13517.670000 sec): 3 clusters
  Score: Raw -550336.310367 + Penalty 2768.672261 = -547567.638106
  nChanged 117
		SP:Iteration 15Q (13517.840000 sec): 3 clusters
  Score: Raw -550387.273590 + Penalty 2768.672261 = -547618.601329
  nChanged 113
		SP:Iteration 16Q (13518.010000 sec): 3 clusters
  Score: Raw -550438.432881 + Penalty 2768.672261 = -547669.760619
  nChanged 112
		SP:Iteration 17Q (13518.220000 sec): 3 clusters
  Score: Raw -550484.665763 + Penalty 2768.672261 = -547715.993501
  nChanged 107
		SP:Iteration 18Q (13518.440000 sec): 3 clusters
  Score: Raw -550529.338838 + Penalty 2768.672261 = -547760.666577
  nChanged 104
		SP:Iteration 19Q (13518.610000 sec): 3 clusters
  Score: Raw -550574.384914 + Penalty 2768.672261 = -547805.712653
  nChanged 99
		SP:Iteration 20F (13518.810000 sec): 3 clusters
  Score: Raw -550622.304189 + Penalty 2768.672261 = -547853.631928
  nChanged 101
		SP:Iteration 21Q (13518.990000 sec): 3 clusters
  Score: Raw -550667.010738 + Penalty 2768.672261 = -547898.338477
  nChanged 82
		SP:Iteration 22Q (13519.210000 sec): 3 clusters
  Score: Raw -550694.492965 + Penalty 2768.672261 = -547925.820704
  nChanged 73
		SP:Iteration 23Q (13519.420000 sec): 3 clusters
  Score: Raw -550718.785928 + Penalty 2768.672261 = -547950.113666
  nChanged 55
		SP:Iteration 24Q (13519.630000 sec): 3 clusters
  Score: Raw -550735.399355 + Penalty 2768.672261 = -547966.727093
  nChanged 53
		SP:Iteration 25Q (13519.820000 sec): 3 clusters
  Score: Raw -550751.593171 + Penalty 2768.672261 = -547982.920910
  nChanged 52
		SP:Iteration 26Q (13520.050000 sec): 3 clusters
  Score: Raw -550766.339540 + Penalty 2768.672261 = -547997.667279
  nChanged 40
		SP:Iteration 27Q (13520.270000 sec): 3 clusters
  Score: Raw -550779.386001 + Penalty 2768.672261 = -548010.713740
  nChanged 47
		SP:Iteration 28Q (13520.440000 sec): 3 clusters
  Score: Raw -550795.816307 + Penalty 2768.672261 = -548027.144046
  nChanged 45
		SP:Iteration 29Q (13520.640000 sec): 3 clusters
  Score: Raw -550811.573656 + Penalty 2768.672261 = -548042.901395
  nChanged 39
		SP:Iteration 30Q (13520.840000 sec): 3 clusters
  Score: Raw -550822.497467 + Penalty 2768.672261 = -548053.825206
  nChanged 23
		SP:Iteration 31Q (13521.020000 sec): 3 clusters
  Score: Raw -550828.736339 + Penalty 2768.672261 = -548060.064078
  nChanged 22
		SP:Iteration 32Q (13521.230000 sec): 3 clusters
  Score: Raw -550834.971615 + Penalty 2768.672261 = -548066.299354
  nChanged 21
		SP:Iteration 33Q (13521.440000 sec): 3 clusters
  Score: Raw -550840.521992 + Penalty 2768.672261 = -548071.849730
  nChanged 22
		SP:Iteration 34Q (13521.630000 sec): 3 clusters
  Score: Raw -550845.992674 + Penalty 2768.672261 = -548077.320413
  nChanged 19
		SP:Iteration 35Q (13521.840000 sec): 3 clusters
  Score: Raw -550850.258371 + Penalty 2768.672261 = -548081.586109
  nChanged 16
		SP:Iteration 36Q (13522.030000 sec): 3 clusters
  Score: Raw -550854.220098 + Penalty 2768.672261 = -548085.547837
  nChanged 18
		SP:Iteration 37Q (13522.230000 sec): 3 clusters
  Score: Raw -550858.544010 + Penalty 2768.672261 = -548089.871748
  nChanged 15
		SP:Iteration 38Q (13522.330000 sec): 3 clusters
  Score: Raw -550862.314182 + Penalty 2768.672261 = -548093.641921
  nChanged 12
		SP:Iteration 39Q (13522.510000 sec): 3 clusters
  Score: Raw -550865.394579 + Penalty 2768.672261 = -548096.722317
  nChanged 8
		SP:Iteration 40F (13522.690000 sec): 3 clusters
  Score: Raw -550868.965692 + Penalty 2768.672261 = -548100.293431
  nChanged 15
		SP:Iteration 41Q (13522.870000 sec): 3 clusters
  Score: Raw -550872.786086 + Penalty 2768.672261 = -548104.113825
  nChanged 11
		SP:Iteration 42Q (13523.060000 sec): 3 clusters
  Score: Raw -550875.283529 + Penalty 2768.672261 = -548106.611268
  nChanged 12
		SP:Iteration 43Q (13523.250000 sec): 3 clusters
  Score: Raw -550877.901704 + Penalty 2768.672261 = -548109.229442
  nChanged 10
		SP:Iteration 44Q (13523.470000 sec): 3 clusters
  Score: Raw -550880.493226 + Penalty 2768.672261 = -548111.820964
  nChanged 6
		SP:Iteration 45Q (13523.710000 sec): 3 clusters
  Score: Raw -550881.776577 + Penalty 2768.672261 = -548113.104315
  nChanged 5
		SP:Iteration 46Q (13523.910000 sec): 3 clusters
  Score: Raw -550882.890812 + Penalty 2768.672261 = -548114.218551
  nChanged 7
		SP:Iteration 47Q (13524.140000 sec): 3 clusters
  Score: Raw -550884.422662 + Penalty 2768.672261 = -548115.750401
  nChanged 6
		SP:Iteration 48Q (13524.300000 sec): 3 clusters
  Score: Raw -550885.748983 + Penalty 2768.672261 = -548117.076721
  nChanged 6
		SP:Iteration 49Q (13524.480000 sec): 3 clusters
  Score: Raw -550887.421118 + Penalty 2768.672261 = -548118.748856
  nChanged 2
		SP:Iteration 50Q (13524.690000 sec): 3 clusters
  Score: Raw -550887.936764 + Penalty 2768.672261 = -548119.264502
  nChanged 4
		SP:Iteration 51Q (13524.890000 sec): 3 clusters
  Score: Raw -550888.683661 + Penalty 2768.672261 = -548120.011399
  nChanged 3
		SP:Iteration 52Q (13525.110000 sec): 3 clusters
  Score: Raw -550889.644309 + Penalty 2768.672261 = -548120.972048
  nChanged 4
		SP:Iteration 53Q (13525.260000 sec): 3 clusters
  Score: Raw -550891.520392 + Penalty 2768.672261 = -548122.848131
  nChanged 6
		SP:Iteration 54Q (13525.450000 sec): 3 clusters
  Score: Raw -550894.089088 + Penalty 2768.672261 = -548125.416827
  nChanged 7
		SP:Iteration 55Q (13525.670000 sec): 3 clusters
  Score: Raw -550897.405969 + Penalty 2768.672261 = -548128.733708
  nChanged 8
		SP:Iteration 56Q (13525.860000 sec): 3 clusters
  Score: Raw -550900.414320 + Penalty 2768.672261 = -548131.742059
  nChanged 4
		SP:Iteration 57Q (13526.070000 sec): 3 clusters
  Score: Raw -550901.634976 + Penalty 2768.672261 = -548132.962715
  nChanged 4
		SP:Iteration 58Q (13526.270000 sec): 3 clusters
  Score: Raw -550902.398134 + Penalty 2768.672261 = -548133.725873
  nChanged 3
		SP:Iteration 59Q (13526.440000 sec): 3 clusters
  Score: Raw -550902.729319 + Penalty 2768.672261 = -548134.057057
  nChanged 1
		SP:Iteration 60F (13526.640000 sec): 3 clusters
  Score: Raw -550902.849835 + Penalty 2768.672261 = -548134.177573
  nChanged 2
		SP:Iteration 61Q (13526.820000 sec): 3 clusters
  Score: Raw -550903.039758 + Penalty 2768.672261 = -548134.367497
  nChanged 1
		SP:Iteration 62Q (13526.970000 sec): 3 clusters
  Score: Raw -550903.154032 + Penalty 2768.672261 = -548134.481771
  nChanged 0
		SP:Iteration 63F (13527.180000 sec): 3 clusters
  Score: Raw -550903.154032 + Penalty 2768.672261 = -548134.481771
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13527.300000 sec): 2 clusters
  Score: Raw -1016406.460362 + Penalty 1484.415113 = -1014922.045249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13527.540000 sec): 3 clusters
  Score: Raw -1011196.039406 + Penalty 2968.830225 = -1008227.209181
  nChanged 3982
		SP:Iteration 1F (13527.770000 sec): 3 clusters
  Score: Raw -1013321.573704 + Penalty 2968.830225 = -1010352.743479
  nChanged 568
		SP:Iteration 2F (13528.040000 sec): 3 clusters
  Score: Raw -1013580.006100 + Penalty 2968.830225 = -1010611.175875
  nChanged 481
		SP:Iteration 3F (13528.240000 sec): 3 clusters
  Score: Raw -1013792.219769 + Penalty 2968.830225 = -1010823.389544
  nChanged 408
		SP:Iteration 4Q (13528.470000 sec): 3 clusters
  Score: Raw -1013963.213652 + Penalty 2968.830225 = -1010994.383427
  nChanged 358
		SP:Iteration 5Q (13528.690000 sec): 3 clusters
  Score: Raw -1014105.089048 + Penalty 2968.830225 = -1011136.258823
  nChanged 340
		SP:Iteration 6Q (13528.920000 sec): 3 clusters
  Score: Raw -1014246.006602 + Penalty 2968.830225 = -1011277.176377
  nChanged 340
		SP:Iteration 7Q (13529.140000 sec): 3 clusters
  Score: Raw -1014398.709476 + Penalty 2968.830225 = -1011429.879251
  nChanged 313
		SP:Iteration 8Q (13529.380000 sec): 3 clusters
  Score: Raw -1014532.984486 + Penalty 2968.830225 = -1011564.154261
  nChanged 318
		SP:Iteration 9Q (13529.620000 sec): 3 clusters
  Score: Raw -1014659.454387 + Penalty 2968.830225 = -1011690.624162
  nChanged 276
		SP:Iteration 10Q (13529.800000 sec): 3 clusters
  Score: Raw -1014769.788499 + Penalty 2968.830225 = -1011800.958274
  nChanged 248
		SP:Iteration 11Q (13529.990000 sec): 3 clusters
  Score: Raw -1014856.274974 + Penalty 2968.830225 = -1011887.444749
  nChanged 215
		SP:Iteration 12Q (13530.210000 sec): 3 clusters
  Score: Raw -1014929.960393 + Penalty 2968.830225 = -1011961.130168
  nChanged 201
		SP:Iteration 13Q (13530.470000 sec): 3 clusters
  Score: Raw -1014991.424798 + Penalty 2968.830225 = -1012022.594573
  nChanged 180
		SP:Iteration 14Q (13530.710000 sec): 3 clusters
  Score: Raw -1015043.978598 + Penalty 2968.830225 = -1012075.148373
  nChanged 162
		SP:Iteration 15Q (13530.900000 sec): 3 clusters
  Score: Raw -1015090.244367 + Penalty 2968.830225 = -1012121.414142
  nChanged 148
		SP:Iteration 16Q (13531.150000 sec): 3 clusters
  Score: Raw -1015130.659991 + Penalty 2968.830225 = -1012161.829766
  nChanged 140
		SP:Iteration 17Q (13531.390000 sec): 3 clusters
  Score: Raw -1015173.574710 + Penalty 2968.830225 = -1012204.744485
  nChanged 162
		SP:Iteration 18Q (13531.590000 sec): 3 clusters
  Score: Raw -1015222.982031 + Penalty 2968.830225 = -1012254.151806
  nChanged 161
		SP:Iteration 19Q (13531.870000 sec): 3 clusters
  Score: Raw -1015275.426738 + Penalty 2968.830225 = -1012306.596513
  nChanged 182
		SP:Iteration 20F (13532.050000 sec): 3 clusters
  Score: Raw -1015342.001874 + Penalty 2968.830225 = -1012373.171649
  nChanged 180
		SP:Iteration 21Q (13532.290000 sec): 3 clusters
  Score: Raw -1015402.585136 + Penalty 2968.830225 = -1012433.754911
  nChanged 182
		SP:Iteration 22Q (13532.480000 sec): 3 clusters
  Score: Raw -1015474.924886 + Penalty 2968.830225 = -1012506.094661
  nChanged 214
		SP:Iteration 23Q (13532.750000 sec): 3 clusters
  Score: Raw -1015573.295382 + Penalty 2968.830225 = -1012604.465157
  nChanged 210
		SP:Iteration 24Q (13532.960000 sec): 3 clusters
  Score: Raw -1015666.370004 + Penalty 2968.830225 = -1012697.539779
  nChanged 182
		SP:Iteration 25Q (13533.220000 sec): 3 clusters
  Score: Raw -1015747.488837 + Penalty 2968.830225 = -1012778.658612
  nChanged 186
		SP:Iteration 26Q (13533.430000 sec): 3 clusters
  Score: Raw -1015832.889874 + Penalty 2968.830225 = -1012864.059649
  nChanged 184
		SP:Iteration 27Q (13533.650000 sec): 3 clusters
  Score: Raw -1015935.271399 + Penalty 2968.830225 = -1012966.441174
  nChanged 176
		SP:Iteration 28Q (13533.900000 sec): 3 clusters
  Score: Raw -1016021.524776 + Penalty 2968.830225 = -1013052.694551
  nChanged 147
		SP:Iteration 29Q (13534.110000 sec): 3 clusters
  Score: Raw -1016093.469212 + Penalty 2968.830225 = -1013124.638987
  nChanged 117
		SP:Iteration 30Q (13534.310000 sec): 3 clusters
  Score: Raw -1016160.161701 + Penalty 2968.830225 = -1013191.331476
  nChanged 129
		SP:Iteration 31Q (13534.540000 sec): 3 clusters
  Score: Raw -1016234.336260 + Penalty 2968.830225 = -1013265.506035
  nChanged 103
		SP:Iteration 32Q (13534.780000 sec): 3 clusters
  Score: Raw -1016296.046411 + Penalty 2968.830225 = -1013327.216186
  nChanged 93
		SP:Iteration 33Q (13535.000000 sec): 3 clusters
  Score: Raw -1016356.112890 + Penalty 2968.830225 = -1013387.282665
  nChanged 73
		SP:Iteration 34Q (13535.260000 sec): 3 clusters
  Score: Raw -1016400.082991 + Penalty 2968.830225 = -1013431.252766
  nChanged 57
		SP:Iteration 35Q (13535.470000 sec): 3 clusters
  Score: Raw -1016434.248882 + Penalty 2968.830225 = -1013465.418657
  nChanged 45
		SP:Iteration 36Q (13535.670000 sec): 3 clusters
  Score: Raw -1016461.150927 + Penalty 2968.830225 = -1013492.320702
  nChanged 34
		SP:Iteration 37Q (13535.900000 sec): 3 clusters
  Score: Raw -1016478.534823 + Penalty 2968.830225 = -1013509.704598
  nChanged 26
		SP:Iteration 38Q (13536.140000 sec): 3 clusters
  Score: Raw -1016493.801114 + Penalty 2968.830225 = -1013524.970888
  nChanged 25
		SP:Iteration 39Q (13536.360000 sec): 3 clusters
  Score: Raw -1016509.227688 + Penalty 2968.830225 = -1013540.397463
  nChanged 19
		SP:Iteration 40F (13536.570000 sec): 3 clusters
  Score: Raw -1016519.316131 + Penalty 2968.830225 = -1013550.485906
  nChanged 15
		SP:Iteration 41Q (13536.790000 sec): 3 clusters
  Score: Raw -1016528.610914 + Penalty 2968.830225 = -1013559.780689
  nChanged 13
		SP:Iteration 42Q (13536.990000 sec): 3 clusters
  Score: Raw -1016536.882052 + Penalty 2968.830225 = -1013568.051827
  nChanged 15
		SP:Iteration 43Q (13537.260000 sec): 3 clusters
  Score: Raw -1016546.544905 + Penalty 2968.830225 = -1013577.714680
  nChanged 7
		SP:Iteration 44Q (13537.530000 sec): 3 clusters
  Score: Raw -1016551.703721 + Penalty 2968.830225 = -1013582.873496
  nChanged 7
		SP:Iteration 45Q (13537.730000 sec): 3 clusters
  Score: Raw -1016554.583492 + Penalty 2968.830225 = -1013585.753267
  nChanged 6
		SP:Iteration 46Q (13537.950000 sec): 3 clusters
  Score: Raw -1016558.995301 + Penalty 2968.830225 = -1013590.165076
  nChanged 6
		SP:Iteration 47Q (13538.180000 sec): 3 clusters
  Score: Raw -1016563.784423 + Penalty 2968.830225 = -1013594.954198
  nChanged 8
		SP:Iteration 48Q (13538.430000 sec): 3 clusters
  Score: Raw -1016571.555456 + Penalty 2968.830225 = -1013602.725231
  nChanged 14
		SP:Iteration 49Q (13538.620000 sec): 3 clusters
  Score: Raw -1016580.134376 + Penalty 2968.830225 = -1013611.304151
  nChanged 7
		SP:Iteration 50Q (13538.890000 sec): 3 clusters
  Score: Raw -1016586.244515 + Penalty 2968.830225 = -1013617.414290
  nChanged 8
		SP:Iteration 51Q (13539.120000 sec): 3 clusters
  Score: Raw -1016592.785792 + Penalty 2968.830225 = -1013623.955567
  nChanged 6
		SP:Iteration 52Q (13539.360000 sec): 3 clusters
  Score: Raw -1016598.112652 + Penalty 2968.830225 = -1013629.282427
  nChanged 3
		SP:Iteration 53Q (13539.570000 sec): 3 clusters
  Score: Raw -1016600.042062 + Penalty 2968.830225 = -1013631.211837
  nChanged 7
		SP:Iteration 54Q (13539.880000 sec): 3 clusters
  Score: Raw -1016605.967986 + Penalty 2968.830225 = -1013637.137761
  nChanged 5
		SP:Iteration 55Q (13540.100000 sec): 3 clusters
  Score: Raw -1016609.285963 + Penalty 2968.830225 = -1013640.455738
  nChanged 3
		SP:Iteration 56Q (13540.340000 sec): 3 clusters
  Score: Raw -1016611.332127 + Penalty 2968.830225 = -1013642.501902
  nChanged 3
		SP:Iteration 57Q (13540.570000 sec): 3 clusters
  Score: Raw -1016613.050474 + Penalty 2968.830225 = -1013644.220249
  nChanged 3
		SP:Iteration 58Q (13540.750000 sec): 3 clusters
  Score: Raw -1016613.965753 + Penalty 2968.830225 = -1013645.135528
  nChanged 1
		SP:Iteration 59Q (13540.970000 sec): 3 clusters
  Score: Raw -1016614.715413 + Penalty 2968.830225 = -1013645.885188
  nChanged 2
		SP:Iteration 60F (13541.150000 sec): 3 clusters
  Score: Raw -1016615.727748 + Penalty 2968.830225 = -1013646.897523
  nChanged 5
		SP:Iteration 61Q (13541.390000 sec): 3 clusters
  Score: Raw -1016618.523632 + Penalty 2968.830225 = -1013649.693407
  nChanged 4
		SP:Iteration 62Q (13541.570000 sec): 3 clusters
  Score: Raw -1016620.523515 + Penalty 2968.830225 = -1013651.693289
  nChanged 3
		SP:Iteration 63Q (13541.760000 sec): 3 clusters
  Score: Raw -1016621.832651 + Penalty 2968.830225 = -1013653.002426
  nChanged 2
		SP:Iteration 64Q (13542.010000 sec): 3 clusters
  Score: Raw -1016623.037276 + Penalty 2968.830225 = -1013654.207051
  nChanged 0
		SP:Iteration 65F (13542.220000 sec): 3 clusters
  Score: Raw -1016623.037276 + Penalty 2968.830225 = -1013654.207051
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13542.480000 sec): 2 clusters
  Score: Raw -3031421.846122 + Penalty 1661.142259 = -3029760.703863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13542.790000 sec): 3 clusters
  Score: Raw -3014460.775183 + Penalty 3322.284517 = -3011138.490666
  nChanged 12598
		SP:Iteration 1F (13543.120000 sec): 3 clusters
  Score: Raw -3021513.677946 + Penalty 3322.284517 = -3018191.393428
  nChanged 1193
		SP:Iteration 2Q (13543.440000 sec): 3 clusters
  Score: Raw -3021870.279076 + Penalty 3322.284517 = -3018547.994559
  nChanged 1066
		SP:Iteration 3Q (13543.750000 sec): 3 clusters
  Score: Raw -3022181.503889 + Penalty 3322.284517 = -3018859.219372
  nChanged 998
		SP:Iteration 4Q (13544.020000 sec): 3 clusters
  Score: Raw -3022456.347556 + Penalty 3322.284517 = -3019134.063039
  nChanged 907
		SP:Iteration 5Q (13544.370000 sec): 3 clusters
  Score: Raw -3022727.835512 + Penalty 3322.284517 = -3019405.550995
  nChanged 903
		SP:Iteration 6Q (13544.700000 sec): 3 clusters
  Score: Raw -3023015.404377 + Penalty 3322.284517 = -3019693.119860
  nChanged 916
		SP:Iteration 7Q (13545.020000 sec): 3 clusters
  Score: Raw -3023363.719974 + Penalty 3322.284517 = -3020041.435457
  nChanged 999
		SP:Iteration 8Q (13545.340000 sec): 3 clusters
  Score: Raw -3023831.083685 + Penalty 3322.284517 = -3020508.799168
  nChanged 1118
		SP:Iteration 9Q (13545.620000 sec): 3 clusters
  Score: Raw -3024436.975615 + Penalty 3322.284517 = -3021114.691098
  nChanged 1270
		SP:Iteration 10Q (13545.920000 sec): 3 clusters
  Score: Raw -3025185.768121 + Penalty 3322.284517 = -3021863.483604
  nChanged 1307
		SP:Iteration 11Q (13546.250000 sec): 3 clusters
  Score: Raw -3026044.097371 + Penalty 3322.284517 = -3022721.812854
  nChanged 1346
		SP:Iteration 12Q (13546.540000 sec): 3 clusters
  Score: Raw -3026955.080647 + Penalty 3322.284517 = -3023632.796130
  nChanged 1207
		SP:Iteration 13Q (13546.860000 sec): 3 clusters
  Score: Raw -3027699.691892 + Penalty 3322.284517 = -3024377.407375
  nChanged 1009
		SP:Iteration 14Q (13547.240000 sec): 3 clusters
  Score: Raw -3028250.697649 + Penalty 3322.284517 = -3024928.413132
  nChanged 813
		SP:Iteration 15Q (13547.560000 sec): 3 clusters
  Score: Raw -3028658.157050 + Penalty 3322.284517 = -3025335.872533
  nChanged 674
		SP:Iteration 16Q (13547.910000 sec): 3 clusters
  Score: Raw -3028996.815131 + Penalty 3322.284517 = -3025674.530614
  nChanged 593
		SP:Iteration 17Q (13548.240000 sec): 3 clusters
  Score: Raw -3029275.587699 + Penalty 3322.284517 = -3025953.303182
  nChanged 534
		SP:Iteration 18Q (13548.610000 sec): 3 clusters
  Score: Raw -3029515.128906 + Penalty 3322.284517 = -3026192.844389
  nChanged 468
		SP:Iteration 19Q (13548.880000 sec): 3 clusters
  Score: Raw -3029732.949029 + Penalty 3322.284517 = -3026410.664512
  nChanged 445
		SP:Iteration 20F (13549.220000 sec): 3 clusters
  Score: Raw -3029957.610660 + Penalty 3322.284517 = -3026635.326143
  nChanged 417
		SP:Iteration 21Q (13549.470000 sec): 3 clusters
  Score: Raw -3030172.821256 + Penalty 3322.284517 = -3026850.536738
  nChanged 373
		SP:Iteration 22Q (13549.760000 sec): 3 clusters
  Score: Raw -3030372.887888 + Penalty 3322.284517 = -3027050.603371
  nChanged 368
		SP:Iteration 23Q (13550.020000 sec): 3 clusters
  Score: Raw -3030586.985326 + Penalty 3322.284517 = -3027264.700809
  nChanged 334
		SP:Iteration 24Q (13550.340000 sec): 3 clusters
  Score: Raw -3030791.399878 + Penalty 3322.284517 = -3027469.115361
  nChanged 289
		SP:Iteration 25Q (13550.650000 sec): 3 clusters
  Score: Raw -3030976.700770 + Penalty 3322.284517 = -3027654.416253
  nChanged 248
		SP:Iteration 26Q (13550.980000 sec): 3 clusters
  Score: Raw -3031138.383886 + Penalty 3322.284517 = -3027816.099368
  nChanged 204
		SP:Iteration 27Q (13551.230000 sec): 3 clusters
  Score: Raw -3031268.630653 + Penalty 3322.284517 = -3027946.346135
  nChanged 141
		SP:Iteration 28Q (13551.550000 sec): 3 clusters
  Score: Raw -3031362.641346 + Penalty 3322.284517 = -3028040.356829
  nChanged 106
		SP:Iteration 29Q (13551.850000 sec): 3 clusters
  Score: Raw -3031437.069631 + Penalty 3322.284517 = -3028114.785114
  nChanged 84
		SP:Iteration 30Q (13552.160000 sec): 3 clusters
  Score: Raw -3031500.838416 + Penalty 3322.284517 = -3028178.553899
  nChanged 52
		SP:Iteration 31Q (13552.440000 sec): 3 clusters
  Score: Raw -3031545.564545 + Penalty 3322.284517 = -3028223.280027
  nChanged 42
		SP:Iteration 32Q (13552.760000 sec): 3 clusters
  Score: Raw -3031579.010217 + Penalty 3322.284517 = -3028256.725700
  nChanged 27
		SP:Iteration 33Q (13553.060000 sec): 3 clusters
  Score: Raw -3031599.302643 + Penalty 3322.284517 = -3028277.018126
  nChanged 21
		SP:Iteration 34Q (13553.380000 sec): 3 clusters
  Score: Raw -3031619.868234 + Penalty 3322.284517 = -3028297.583717
  nChanged 16
		SP:Iteration 35Q (13553.680000 sec): 3 clusters
  Score: Raw -3031630.976724 + Penalty 3322.284517 = -3028308.692207
  nChanged 12
		SP:Iteration 36Q (13553.990000 sec): 3 clusters
  Score: Raw -3031641.543729 + Penalty 3322.284517 = -3028319.259211
  nChanged 10
		SP:Iteration 37Q (13554.320000 sec): 3 clusters
  Score: Raw -3031650.275285 + Penalty 3322.284517 = -3028327.990768
  nChanged 9
		SP:Iteration 38Q (13554.610000 sec): 3 clusters
  Score: Raw -3031659.054745 + Penalty 3322.284517 = -3028336.770228
  nChanged 8
		SP:Iteration 39Q (13554.890000 sec): 3 clusters
  Score: Raw -3031666.277936 + Penalty 3322.284517 = -3028343.993419
  nChanged 5
		SP:Iteration 40F (13555.250000 sec): 3 clusters
  Score: Raw -3031668.393635 + Penalty 3322.284517 = -3028346.109117
  nChanged 3
		SP:Iteration 41Q (13555.540000 sec): 3 clusters
  Score: Raw -3031670.394673 + Penalty 3322.284517 = -3028348.110156
  nChanged 1
		SP:Iteration 42Q (13555.840000 sec): 3 clusters
  Score: Raw -3031671.226902 + Penalty 3322.284517 = -3028348.942384
  nChanged 2
		SP:Iteration 43Q (13556.150000 sec): 3 clusters
  Score: Raw -3031672.477073 + Penalty 3322.284517 = -3028350.192555
  nChanged 1
		SP:Iteration 44Q (13556.460000 sec): 3 clusters
  Score: Raw -3031672.703127 + Penalty 3322.284517 = -3028350.418609
  nChanged 0
		SP:Iteration 45F (13556.730000 sec): 3 clusters
  Score: Raw -3031672.703127 + Penalty 3322.284517 = -3028350.418609
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (15361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13556.910000 sec): 2 clusters
  Score: Raw -1569629.114118 + Penalty 1566.432905 = -1568062.681213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13557.220000 sec): 3 clusters
  Score: Raw -1560616.933053 + Penalty 3132.865810 = -1557484.067242
  nChanged 6831
		SP:Iteration 1F (13557.470000 sec): 3 clusters
  Score: Raw -1564735.157536 + Penalty 3132.865810 = -1561602.291725
  nChanged 1196
		SP:Iteration 2F (13557.700000 sec): 3 clusters
  Score: Raw -1565580.066309 + Penalty 3132.865810 = -1562447.200498
  nChanged 1166
		SP:Iteration 3F (13557.990000 sec): 3 clusters
  Score: Raw -1566407.410423 + Penalty 3132.865810 = -1563274.544613
  nChanged 1028
		SP:Iteration 4F (13558.220000 sec): 3 clusters
  Score: Raw -1567101.429280 + Penalty 3132.865810 = -1563968.563470
  nChanged 903
		SP:Iteration 5F (13558.510000 sec): 3 clusters
  Score: Raw -1567633.558710 + Penalty 3132.865810 = -1564500.692899
  nChanged 820
		SP:Iteration 6F (13558.800000 sec): 3 clusters
  Score: Raw -1568107.850428 + Penalty 3132.865810 = -1564974.984617
  nChanged 709
		SP:Iteration 7Q (13559.040000 sec): 3 clusters
  Score: Raw -1568483.250465 + Penalty 3132.865810 = -1565350.384654
  nChanged 585
		SP:Iteration 8Q (13559.310000 sec): 3 clusters
  Score: Raw -1568743.631797 + Penalty 3132.865810 = -1565610.765987
  nChanged 478
		SP:Iteration 9Q (13559.550000 sec): 3 clusters
  Score: Raw -1568937.177961 + Penalty 3132.865810 = -1565804.312151
  nChanged 385
		SP:Iteration 10Q (13559.830000 sec): 3 clusters
  Score: Raw -1569089.802744 + Penalty 3132.865810 = -1565956.936933
  nChanged 325
		SP:Iteration 11Q (13560.090000 sec): 3 clusters
  Score: Raw -1569214.308228 + Penalty 3132.865810 = -1566081.442418
  nChanged 282
		SP:Iteration 12Q (13560.330000 sec): 3 clusters
  Score: Raw -1569322.721937 + Penalty 3132.865810 = -1566189.856127
  nChanged 245
		SP:Iteration 13Q (13560.550000 sec): 3 clusters
  Score: Raw -1569423.336491 + Penalty 3132.865810 = -1566290.470681
  nChanged 242
		SP:Iteration 14Q (13560.830000 sec): 3 clusters
  Score: Raw -1569526.818402 + Penalty 3132.865810 = -1566393.952592
  nChanged 242
		SP:Iteration 15Q (13561.100000 sec): 3 clusters
  Score: Raw -1569631.002553 + Penalty 3132.865810 = -1566498.136742
  nChanged 219
		SP:Iteration 16Q (13561.360000 sec): 3 clusters
  Score: Raw -1569728.415065 + Penalty 3132.865810 = -1566595.549254
  nChanged 205
		SP:Iteration 17Q (13561.650000 sec): 3 clusters
  Score: Raw -1569823.408574 + Penalty 3132.865810 = -1566690.542764
  nChanged 234
		SP:Iteration 18Q (13561.850000 sec): 3 clusters
  Score: Raw -1569929.830088 + Penalty 3132.865810 = -1566796.964278
  nChanged 226
		SP:Iteration 19Q (13562.120000 sec): 3 clusters
  Score: Raw -1570013.344513 + Penalty 3132.865810 = -1566880.478703
  nChanged 216
		SP:Iteration 20F (13562.280000 sec): 3 clusters
  Score: Raw -1570083.381105 + Penalty 3132.865810 = -1566950.515294
  nChanged 187
		SP:Iteration 21Q (13562.520000 sec): 3 clusters
  Score: Raw -1570145.036172 + Penalty 3132.865810 = -1567012.170361
  nChanged 164
		SP:Iteration 22Q (13562.760000 sec): 3 clusters
  Score: Raw -1570202.889097 + Penalty 3132.865810 = -1567070.023287
  nChanged 137
		SP:Iteration 23Q (13562.950000 sec): 3 clusters
  Score: Raw -1570252.557887 + Penalty 3132.865810 = -1567119.692077
  nChanged 150
		SP:Iteration 24Q (13563.170000 sec): 3 clusters
  Score: Raw -1570303.974548 + Penalty 3132.865810 = -1567171.108738
  nChanged 148
		SP:Iteration 25Q (13563.430000 sec): 3 clusters
  Score: Raw -1570357.087102 + Penalty 3132.865810 = -1567224.221291
  nChanged 178
		SP:Iteration 26Q (13563.690000 sec): 3 clusters
  Score: Raw -1570420.573192 + Penalty 3132.865810 = -1567287.707382
  nChanged 160
		SP:Iteration 27Q (13563.880000 sec): 3 clusters
  Score: Raw -1570478.361039 + Penalty 3132.865810 = -1567345.495228
  nChanged 162
		SP:Iteration 28Q (13564.120000 sec): 3 clusters
  Score: Raw -1570531.964979 + Penalty 3132.865810 = -1567399.099169
  nChanged 156
		SP:Iteration 29Q (13564.430000 sec): 3 clusters
  Score: Raw -1570590.079907 + Penalty 3132.865810 = -1567457.214096
  nChanged 151
		SP:Iteration 30Q (13564.690000 sec): 3 clusters
  Score: Raw -1570638.645460 + Penalty 3132.865810 = -1567505.779650
  nChanged 138
		SP:Iteration 31Q (13564.950000 sec): 3 clusters
  Score: Raw -1570672.841280 + Penalty 3132.865810 = -1567539.975469
  nChanged 122
		SP:Iteration 32Q (13565.170000 sec): 3 clusters
  Score: Raw -1570708.785411 + Penalty 3132.865810 = -1567575.919601
  nChanged 136
		SP:Iteration 33Q (13565.410000 sec): 3 clusters
  Score: Raw -1570754.338309 + Penalty 3132.865810 = -1567621.472499
  nChanged 143
		SP:Iteration 34Q (13565.660000 sec): 3 clusters
  Score: Raw -1570801.845534 + Penalty 3132.865810 = -1567668.979723
  nChanged 127
		SP:Iteration 35Q (13565.890000 sec): 3 clusters
  Score: Raw -1570846.786254 + Penalty 3132.865810 = -1567713.920444
  nChanged 123
		SP:Iteration 36Q (13566.150000 sec): 3 clusters
  Score: Raw -1570888.279775 + Penalty 3132.865810 = -1567755.413965
  nChanged 119
		SP:Iteration 37Q (13566.350000 sec): 3 clusters
  Score: Raw -1570928.833827 + Penalty 3132.865810 = -1567795.968017
  nChanged 107
		SP:Iteration 38Q (13566.580000 sec): 3 clusters
  Score: Raw -1570964.868330 + Penalty 3132.865810 = -1567832.002520
  nChanged 108
		SP:Iteration 39Q (13566.800000 sec): 3 clusters
  Score: Raw -1571004.559259 + Penalty 3132.865810 = -1567871.693449
  nChanged 100
		SP:Iteration 40F (13567.010000 sec): 3 clusters
  Score: Raw -1571038.022712 + Penalty 3132.865810 = -1567905.156901
  nChanged 104
		SP:Iteration 41Q (13567.240000 sec): 3 clusters
  Score: Raw -1571068.580846 + Penalty 3132.865810 = -1567935.715036
  nChanged 84
		SP:Iteration 42Q (13567.510000 sec): 3 clusters
  Score: Raw -1571089.824548 + Penalty 3132.865810 = -1567956.958737
  nChanged 83
		SP:Iteration 43Q (13567.750000 sec): 3 clusters
  Score: Raw -1571111.644367 + Penalty 3132.865810 = -1567978.778557
  nChanged 68
		SP:Iteration 44Q (13567.970000 sec): 3 clusters
  Score: Raw -1571129.392366 + Penalty 3132.865810 = -1567996.526556
  nChanged 65
		SP:Iteration 45Q (13568.160000 sec): 3 clusters
  Score: Raw -1571148.836883 + Penalty 3132.865810 = -1568015.971073
  nChanged 67
		SP:Iteration 46Q (13568.410000 sec): 3 clusters
  Score: Raw -1571164.821108 + Penalty 3132.865810 = -1568031.955297
  nChanged 45
		SP:Iteration 47Q (13568.570000 sec): 3 clusters
  Score: Raw -1571177.555515 + Penalty 3132.865810 = -1568044.689705
  nChanged 46
		SP:Iteration 48Q (13568.830000 sec): 3 clusters
  Score: Raw -1571188.700523 + Penalty 3132.865810 = -1568055.834712
  nChanged 45
		SP:Iteration 49Q (13569.050000 sec): 3 clusters
  Score: Raw -1571199.110959 + Penalty 3132.865810 = -1568066.245149
  nChanged 40
		SP:Iteration 50Q (13569.320000 sec): 3 clusters
  Score: Raw -1571207.897880 + Penalty 3132.865810 = -1568075.032070
  nChanged 39
		SP:Iteration 51Q (13569.510000 sec): 3 clusters
  Score: Raw -1571216.493820 + Penalty 3132.865810 = -1568083.628010
  nChanged 39
		SP:Iteration 52Q (13569.790000 sec): 3 clusters
  Score: Raw -1571225.791297 + Penalty 3132.865810 = -1568092.925486
  nChanged 40
		SP:Iteration 53Q (13570.030000 sec): 3 clusters
  Score: Raw -1571235.336157 + Penalty 3132.865810 = -1568102.470347
  nChanged 42
		SP:Iteration 54Q (13570.230000 sec): 3 clusters
  Score: Raw -1571243.242571 + Penalty 3132.865810 = -1568110.376761
  nChanged 29
		SP:Iteration 55Q (13570.450000 sec): 3 clusters
  Score: Raw -1571248.574669 + Penalty 3132.865810 = -1568115.708859
  nChanged 25
		SP:Iteration 56Q (13570.720000 sec): 3 clusters
  Score: Raw -1571253.534300 + Penalty 3132.865810 = -1568120.668489
  nChanged 18
		SP:Iteration 57Q (13570.980000 sec): 3 clusters
  Score: Raw -1571257.095751 + Penalty 3132.865810 = -1568124.229941
  nChanged 24
		SP:Iteration 58Q (13571.200000 sec): 3 clusters
  Score: Raw -1571261.483466 + Penalty 3132.865810 = -1568128.617656
  nChanged 24
		SP:Iteration 59Q (13571.430000 sec): 3 clusters
  Score: Raw -1571266.539985 + Penalty 3132.865810 = -1568133.674175
  nChanged 30
		SP:Iteration 60F (13571.680000 sec): 3 clusters
  Score: Raw -1571273.202920 + Penalty 3132.865810 = -1568140.337109
  nChanged 28
		SP:Iteration 61Q (13571.900000 sec): 3 clusters
  Score: Raw -1571279.364563 + Penalty 3132.865810 = -1568146.498753
  nChanged 26
		SP:Iteration 62Q (13572.180000 sec): 3 clusters
  Score: Raw -1571285.796892 + Penalty 3132.865810 = -1568152.931082
  nChanged 31
		SP:Iteration 63Q (13572.420000 sec): 3 clusters
  Score: Raw -1571294.771995 + Penalty 3132.865810 = -1568161.906185
  nChanged 33
		SP:Iteration 64Q (13572.660000 sec): 3 clusters
  Score: Raw -1571302.523758 + Penalty 3132.865810 = -1568169.657947
  nChanged 26
		SP:Iteration 65Q (13572.950000 sec): 3 clusters
  Score: Raw -1571307.766715 + Penalty 3132.865810 = -1568174.900905
  nChanged 21
		SP:Iteration 66Q (13573.160000 sec): 3 clusters
  Score: Raw -1571311.150342 + Penalty 3132.865810 = -1568178.284531
  nChanged 11
		SP:Iteration 67Q (13573.420000 sec): 3 clusters
  Score: Raw -1571313.250982 + Penalty 3132.865810 = -1568180.385172
  nChanged 10
		SP:Iteration 68Q (13573.650000 sec): 3 clusters
  Score: Raw -1571315.352921 + Penalty 3132.865810 = -1568182.487110
  nChanged 7
		SP:Iteration 69Q (13573.880000 sec): 3 clusters
  Score: Raw -1571316.710965 + Penalty 3132.865810 = -1568183.845155
  nChanged 6
		SP:Iteration 70Q (13574.150000 sec): 3 clusters
  Score: Raw -1571317.514125 + Penalty 3132.865810 = -1568184.648315
  nChanged 5
		SP:Iteration 71Q (13574.410000 sec): 3 clusters
  Score: Raw -1571318.645136 + Penalty 3132.865810 = -1568185.779326
  nChanged 5
		SP:Iteration 72Q (13574.670000 sec): 3 clusters
  Score: Raw -1571319.546632 + Penalty 3132.865810 = -1568186.680822
  nChanged 4
		SP:Iteration 73Q (13574.900000 sec): 3 clusters
  Score: Raw -1571320.015543 + Penalty 3132.865810 = -1568187.149732
  nChanged 5
		SP:Iteration 74Q (13575.150000 sec): 3 clusters
  Score: Raw -1571321.086950 + Penalty 3132.865810 = -1568188.221140
  nChanged 6
		SP:Iteration 75Q (13575.360000 sec): 3 clusters
  Score: Raw -1571322.149881 + Penalty 3132.865810 = -1568189.284070
  nChanged 6
		SP:Iteration 76Q (13575.630000 sec): 3 clusters
  Score: Raw -1571323.201293 + Penalty 3132.865810 = -1568190.335483
  nChanged 2
		SP:Iteration 77Q (13575.830000 sec): 3 clusters
  Score: Raw -1571323.410584 + Penalty 3132.865810 = -1568190.544773
  nChanged 2
		SP:Iteration 78Q (13576.070000 sec): 3 clusters
  Score: Raw -1571323.840451 + Penalty 3132.865810 = -1568190.974641
  nChanged 1
		SP:Iteration 79Q (13576.280000 sec): 3 clusters
  Score: Raw -1571323.928816 + Penalty 3132.865810 = -1568191.063006
  nChanged 0
		SP:Iteration 80F (13576.530000 sec): 3 clusters
  Score: Raw -1571323.928816 + Penalty 3132.865810 = -1568191.063006
  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 9.11 GB.

 Trying to split cluster 19 (5266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13576.620000 sec): 2 clusters
  Score: Raw -587850.782066 + Penalty 1392.466780 = -586458.315285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13576.870000 sec): 3 clusters
  Score: Raw -585117.927084 + Penalty 2784.933561 = -582332.993524
  nChanged 2114
		SP:Iteration 1F (13577.050000 sec): 3 clusters
  Score: Raw -586216.627756 + Penalty 2784.933561 = -583431.694196
  nChanged 386
		SP:Iteration 2F (13577.250000 sec): 3 clusters
  Score: Raw -586402.932702 + Penalty 2784.933561 = -583617.999142
  nChanged 265
		SP:Iteration 3F (13577.440000 sec): 3 clusters
  Score: Raw -586530.816162 + Penalty 2784.933561 = -583745.882601
  nChanged 241
		SP:Iteration 4Q (13577.610000 sec): 3 clusters
  Score: Raw -586649.941034 + Penalty 2784.933561 = -583865.007473
  nChanged 225
		SP:Iteration 5Q (13577.810000 sec): 3 clusters
  Score: Raw -586758.082090 + Penalty 2784.933561 = -583973.148529
  nChanged 197
		SP:Iteration 6Q (13577.990000 sec): 3 clusters
  Score: Raw -586864.538314 + Penalty 2784.933561 = -584079.604753
  nChanged 214
		SP:Iteration 7Q (13578.180000 sec): 3 clusters
  Score: Raw -586982.887658 + Penalty 2784.933561 = -584197.954098
  nChanged 196
		SP:Iteration 8Q (13578.390000 sec): 3 clusters
  Score: Raw -587105.211891 + Penalty 2784.933561 = -584320.278331
  nChanged 217
		SP:Iteration 9Q (13578.590000 sec): 3 clusters
  Score: Raw -587251.959764 + Penalty 2784.933561 = -584467.026203
  nChanged 203
		SP:Iteration 10Q (13578.790000 sec): 3 clusters
  Score: Raw -587394.337100 + Penalty 2784.933561 = -584609.403540
  nChanged 188
		SP:Iteration 11Q (13578.950000 sec): 3 clusters
  Score: Raw -587538.212695 + Penalty 2784.933561 = -584753.279135
  nChanged 137
		SP:Iteration 12Q (13579.150000 sec): 3 clusters
  Score: Raw -587633.550039 + Penalty 2784.933561 = -584848.616478
  nChanged 111
		SP:Iteration 13Q (13579.380000 sec): 3 clusters
  Score: Raw -587730.796216 + Penalty 2784.933561 = -584945.862656
  nChanged 88
		SP:Iteration 14Q (13579.570000 sec): 3 clusters
  Score: Raw -587806.996295 + Penalty 2784.933561 = -585022.062734
  nChanged 56
		SP:Iteration 15Q (13579.800000 sec): 3 clusters
  Score: Raw -587856.871451 + Penalty 2784.933561 = -585071.937891
  nChanged 36
		SP:Iteration 16Q (13579.970000 sec): 3 clusters
  Score: Raw -587891.351837 + Penalty 2784.933561 = -585106.418277
  nChanged 30
		SP:Iteration 17Q (13580.200000 sec): 3 clusters
  Score: Raw -587921.461399 + Penalty 2784.933561 = -585136.527838
  nChanged 21
		SP:Iteration 18Q (13580.400000 sec): 3 clusters
  Score: Raw -587947.683774 + Penalty 2784.933561 = -585162.750214
  nChanged 19
		SP:Iteration 19Q (13580.560000 sec): 3 clusters
  Score: Raw -587964.556122 + Penalty 2784.933561 = -585179.622562
  nChanged 12
		SP:Iteration 20F (13580.770000 sec): 3 clusters
  Score: Raw -587977.911247 + Penalty 2784.933561 = -585192.977686
  nChanged 12
		SP:Iteration 21Q (13580.970000 sec): 3 clusters
  Score: Raw -587991.638928 + Penalty 2784.933561 = -585206.705367
  nChanged 8
		SP:Iteration 22Q (13581.220000 sec): 3 clusters
  Score: Raw -587999.757835 + Penalty 2784.933561 = -585214.824275
  nChanged 4
		SP:Iteration 23Q (13581.430000 sec): 3 clusters
  Score: Raw -588003.433147 + Penalty 2784.933561 = -585218.499587
  nChanged 2
		SP:Iteration 24Q (13581.600000 sec): 3 clusters
  Score: Raw -588007.048856 + Penalty 2784.933561 = -585222.115296
  nChanged 1
		SP:Iteration 25Q (13581.810000 sec): 3 clusters
  Score: Raw -588008.824411 + Penalty 2784.933561 = -585223.890850
  nChanged 1
		SP:Iteration 26Q (13582.030000 sec): 3 clusters
  Score: Raw -588009.531617 + Penalty 2784.933561 = -585224.598057
  nChanged 2
		SP:Iteration 27Q (13582.250000 sec): 3 clusters
  Score: Raw -588011.413690 + Penalty 2784.933561 = -585226.480129
  nChanged 0
		SP:Iteration 28F (13582.420000 sec): 3 clusters
  Score: Raw -588011.413690 + Penalty 2784.933561 = -585226.480129
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13582.550000 sec): 2 clusters
  Score: Raw -363385.997032 + Penalty 1325.339655 = -362060.657377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13582.760000 sec): 3 clusters
  Score: Raw -361721.337218 + Penalty 2650.679310 = -359070.657908
  nChanged 1333
		SP:Iteration 1F (13582.910000 sec): 3 clusters
  Score: Raw -362703.347436 + Penalty 2650.679310 = -360052.668127
  nChanged 368
		SP:Iteration 2F (13583.060000 sec): 3 clusters
  Score: Raw -363166.843989 + Penalty 2650.679310 = -360516.164679
  nChanged 317
		SP:Iteration 3F (13583.260000 sec): 3 clusters
  Score: Raw -363538.832149 + Penalty 2650.679310 = -360888.152839
  nChanged 257
		SP:Iteration 4F (13583.440000 sec): 3 clusters
  Score: Raw -363791.028132 + Penalty 2650.679310 = -361140.348822
  nChanged 160
		SP:Iteration 5Q (13583.640000 sec): 3 clusters
  Score: Raw -363915.972625 + Penalty 2650.679310 = -361265.293316
  nChanged 102
		SP:Iteration 6Q (13583.810000 sec): 3 clusters
  Score: Raw -363994.200211 + Penalty 2650.679310 = -361343.520901
  nChanged 77
		SP:Iteration 7Q (13584.030000 sec): 3 clusters
  Score: Raw -364050.900713 + Penalty 2650.679310 = -361400.221403
  nChanged 74
		SP:Iteration 8Q (13584.230000 sec): 3 clusters
  Score: Raw -364093.822079 + Penalty 2650.679310 = -361443.142769
  nChanged 56
		SP:Iteration 9Q (13584.440000 sec): 3 clusters
  Score: Raw -364120.664143 + Penalty 2650.679310 = -361469.984834
  nChanged 42
		SP:Iteration 10Q (13584.600000 sec): 3 clusters
  Score: Raw -364136.428576 + Penalty 2650.679310 = -361485.749267
  nChanged 20
		SP:Iteration 11Q (13584.770000 sec): 3 clusters
  Score: Raw -364142.792710 + Penalty 2650.679310 = -361492.113400
  nChanged 13
		SP:Iteration 12Q (13584.960000 sec): 3 clusters
  Score: Raw -364146.773332 + Penalty 2650.679310 = -361496.094022
  nChanged 6
		SP:Iteration 13Q (13585.140000 sec): 3 clusters
  Score: Raw -364148.818920 + Penalty 2650.679310 = -361498.139610
  nChanged 3
		SP:Iteration 14Q (13585.290000 sec): 3 clusters
  Score: Raw -364150.545086 + Penalty 2650.679310 = -361499.865776
  nChanged 6
		SP:Iteration 15Q (13585.520000 sec): 3 clusters
  Score: Raw -364152.704116 + Penalty 2650.679310 = -361502.024806
  nChanged 4
		SP:Iteration 16Q (13585.680000 sec): 3 clusters
  Score: Raw -364154.534796 + Penalty 2650.679310 = -361503.855487
  nChanged 6
		SP:Iteration 17Q (13585.880000 sec): 3 clusters
  Score: Raw -364156.298595 + Penalty 2650.679310 = -361505.619285
  nChanged 4
		SP:Iteration 18Q (13586.110000 sec): 3 clusters
  Score: Raw -364157.820328 + Penalty 2650.679310 = -361507.141018
  nChanged 2
		SP:Iteration 19Q (13586.290000 sec): 3 clusters
  Score: Raw -364158.449278 + Penalty 2650.679310 = -361507.769968
  nChanged 1
		SP:Iteration 20F (13586.510000 sec): 3 clusters
  Score: Raw -364158.772015 + Penalty 2650.679310 = -361508.092705
  nChanged 1
		SP:Iteration 21Q (13586.660000 sec): 3 clusters
  Score: Raw -364158.940388 + Penalty 2650.679310 = -361508.261078
  nChanged 1
		SP:Iteration 22Q (13586.860000 sec): 3 clusters
  Score: Raw -364159.143925 + Penalty 2650.679310 = -361508.464615
  nChanged 0
		SP:Iteration 23F (13587.040000 sec): 3 clusters
  Score: Raw -364159.143925 + Penalty 2650.679310 = -361508.464615
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13587.190000 sec): 2 clusters
  Score: Raw -1124301.638134 + Penalty 1496.517729 = -1122805.120405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13587.460000 sec): 3 clusters
  Score: Raw -1118642.617749 + Penalty 2993.035458 = -1115649.582291
  nChanged 4324
		SP:Iteration 1F (13587.670000 sec): 3 clusters
  Score: Raw -1120968.543371 + Penalty 2993.035458 = -1117975.507913
  nChanged 555
		SP:Iteration 2F (13587.900000 sec): 3 clusters
  Score: Raw -1121158.435400 + Penalty 2993.035458 = -1118165.399942
  nChanged 393
		SP:Iteration 3Q (13588.160000 sec): 3 clusters
  Score: Raw -1121304.702946 + Penalty 2993.035458 = -1118311.667487
  nChanged 386
		SP:Iteration 4Q (13588.400000 sec): 3 clusters
  Score: Raw -1121471.434691 + Penalty 2993.035458 = -1118478.399233
  nChanged 378
		SP:Iteration 5Q (13588.620000 sec): 3 clusters
  Score: Raw -1121657.555080 + Penalty 2993.035458 = -1118664.519621
  nChanged 398
		SP:Iteration 6Q (13588.850000 sec): 3 clusters
  Score: Raw -1121907.070829 + Penalty 2993.035458 = -1118914.035371
  nChanged 458
		SP:Iteration 7Q (13589.060000 sec): 3 clusters
  Score: Raw -1122204.249582 + Penalty 2993.035458 = -1119211.214124
  nChanged 481
		SP:Iteration 8Q (13589.340000 sec): 3 clusters
  Score: Raw -1122523.235633 + Penalty 2993.035458 = -1119530.200175
  nChanged 482
		SP:Iteration 9Q (13589.580000 sec): 3 clusters
  Score: Raw -1122865.789470 + Penalty 2993.035458 = -1119872.754012
  nChanged 462
		SP:Iteration 10Q (13589.810000 sec): 3 clusters
  Score: Raw -1123167.425240 + Penalty 2993.035458 = -1120174.389782
  nChanged 407
		SP:Iteration 11Q (13590.020000 sec): 3 clusters
  Score: Raw -1123388.681822 + Penalty 2993.035458 = -1120395.646364
  nChanged 304
		SP:Iteration 12Q (13590.250000 sec): 3 clusters
  Score: Raw -1123520.352765 + Penalty 2993.035458 = -1120527.317307
  nChanged 224
		SP:Iteration 13Q (13590.480000 sec): 3 clusters
  Score: Raw -1123607.595306 + Penalty 2993.035458 = -1120614.559847
  nChanged 175
		SP:Iteration 14Q (13590.670000 sec): 3 clusters
  Score: Raw -1123660.138524 + Penalty 2993.035458 = -1120667.103066
  nChanged 141
		SP:Iteration 15Q (13590.900000 sec): 3 clusters
  Score: Raw -1123701.932621 + Penalty 2993.035458 = -1120708.897162
  nChanged 125
		SP:Iteration 16Q (13591.110000 sec): 3 clusters
  Score: Raw -1123743.166189 + Penalty 2993.035458 = -1120750.130730
  nChanged 116
		SP:Iteration 17Q (13591.330000 sec): 3 clusters
  Score: Raw -1123784.132945 + Penalty 2993.035458 = -1120791.097487
  nChanged 108
		SP:Iteration 18Q (13591.580000 sec): 3 clusters
  Score: Raw -1123821.899451 + Penalty 2993.035458 = -1120828.863993
  nChanged 108
		SP:Iteration 19Q (13591.790000 sec): 3 clusters
  Score: Raw -1123863.401459 + Penalty 2993.035458 = -1120870.366001
  nChanged 116
		SP:Iteration 20F (13592.050000 sec): 3 clusters
  Score: Raw -1123905.623797 + Penalty 2993.035458 = -1120912.588339
  nChanged 112
		SP:Iteration 21Q (13592.260000 sec): 3 clusters
  Score: Raw -1123941.422199 + Penalty 2993.035458 = -1120948.386741
  nChanged 93
		SP:Iteration 22Q (13592.450000 sec): 3 clusters
  Score: Raw -1123967.145848 + Penalty 2993.035458 = -1120974.110390
  nChanged 70
		SP:Iteration 23Q (13592.680000 sec): 3 clusters
  Score: Raw -1123981.810343 + Penalty 2993.035458 = -1120988.774885
  nChanged 50
		SP:Iteration 24Q (13592.900000 sec): 3 clusters
  Score: Raw -1123993.730802 + Penalty 2993.035458 = -1121000.695344
  nChanged 51
		SP:Iteration 25Q (13593.130000 sec): 3 clusters
  Score: Raw -1124006.307006 + Penalty 2993.035458 = -1121013.271548
  nChanged 58
		SP:Iteration 26Q (13593.350000 sec): 3 clusters
  Score: Raw -1124020.019717 + Penalty 2993.035458 = -1121026.984259
  nChanged 48
		SP:Iteration 27Q (13593.580000 sec): 3 clusters
  Score: Raw -1124031.257805 + Penalty 2993.035458 = -1121038.222347
  nChanged 47
		SP:Iteration 28Q (13593.810000 sec): 3 clusters
  Score: Raw -1124042.153281 + Penalty 2993.035458 = -1121049.117823
  nChanged 31
		SP:Iteration 29Q (13594.030000 sec): 3 clusters
  Score: Raw -1124048.451170 + Penalty 2993.035458 = -1121055.415712
  nChanged 32
		SP:Iteration 30Q (13594.260000 sec): 3 clusters
  Score: Raw -1124053.582799 + Penalty 2993.035458 = -1121060.547341
  nChanged 31
		SP:Iteration 31Q (13594.480000 sec): 3 clusters
  Score: Raw -1124060.964888 + Penalty 2993.035458 = -1121067.929430
  nChanged 41
		SP:Iteration 32Q (13594.720000 sec): 3 clusters
  Score: Raw -1124070.639300 + Penalty 2993.035458 = -1121077.603842
  nChanged 37
		SP:Iteration 33Q (13594.980000 sec): 3 clusters
  Score: Raw -1124078.924032 + Penalty 2993.035458 = -1121085.888574
  nChanged 42
		SP:Iteration 34Q (13595.220000 sec): 3 clusters
  Score: Raw -1124086.952387 + Penalty 2993.035458 = -1121093.916928
  nChanged 31
		SP:Iteration 35Q (13595.460000 sec): 3 clusters
  Score: Raw -1124094.546078 + Penalty 2993.035458 = -1121101.510620
  nChanged 37
		SP:Iteration 36Q (13595.720000 sec): 3 clusters
  Score: Raw -1124104.204979 + Penalty 2993.035458 = -1121111.169521
  nChanged 33
		SP:Iteration 37Q (13595.980000 sec): 3 clusters
  Score: Raw -1124111.555229 + Penalty 2993.035458 = -1121118.519771
  nChanged 29
		SP:Iteration 38Q (13596.230000 sec): 3 clusters
  Score: Raw -1124117.108101 + Penalty 2993.035458 = -1121124.072643
  nChanged 27
		SP:Iteration 39Q (13596.420000 sec): 3 clusters
  Score: Raw -1124122.319560 + Penalty 2993.035458 = -1121129.284101
  nChanged 29
		SP:Iteration 40F (13596.640000 sec): 3 clusters
  Score: Raw -1124127.708009 + Penalty 2993.035458 = -1121134.672550
  nChanged 34
		SP:Iteration 41Q (13596.850000 sec): 3 clusters
  Score: Raw -1124134.196917 + Penalty 2993.035458 = -1121141.161459
  nChanged 33
		SP:Iteration 42Q (13597.020000 sec): 3 clusters
  Score: Raw -1124141.148333 + Penalty 2993.035458 = -1121148.112875
  nChanged 30
		SP:Iteration 43Q (13597.190000 sec): 3 clusters
  Score: Raw -1124146.235295 + Penalty 2993.035458 = -1121153.199837
  nChanged 23
		SP:Iteration 44Q (13597.440000 sec): 3 clusters
  Score: Raw -1124149.583662 + Penalty 2993.035458 = -1121156.548204
  nChanged 19
		SP:Iteration 45Q (13597.610000 sec): 3 clusters
  Score: Raw -1124152.316781 + Penalty 2993.035458 = -1121159.281323
  nChanged 14
		SP:Iteration 46Q (13597.840000 sec): 3 clusters
  Score: Raw -1124153.825776 + Penalty 2993.035458 = -1121160.790318
  nChanged 11
		SP:Iteration 47Q (13598.060000 sec): 3 clusters
  Score: Raw -1124155.018342 + Penalty 2993.035458 = -1121161.982884
  nChanged 9
		SP:Iteration 48Q (13598.250000 sec): 3 clusters
  Score: Raw -1124156.128618 + Penalty 2993.035458 = -1121163.093160
  nChanged 9
		SP:Iteration 49Q (13598.460000 sec): 3 clusters
  Score: Raw -1124157.146514 + Penalty 2993.035458 = -1121164.111056
  nChanged 5
		SP:Iteration 50Q (13598.670000 sec): 3 clusters
  Score: Raw -1124158.419822 + Penalty 2993.035458 = -1121165.384364
  nChanged 9
		SP:Iteration 51Q (13598.920000 sec): 3 clusters
  Score: Raw -1124160.222871 + Penalty 2993.035458 = -1121167.187413
  nChanged 10
		SP:Iteration 52Q (13599.130000 sec): 3 clusters
  Score: Raw -1124162.254943 + Penalty 2993.035458 = -1121169.219485
  nChanged 13
		SP:Iteration 53Q (13599.390000 sec): 3 clusters
  Score: Raw -1124164.493558 + Penalty 2993.035458 = -1121171.458100
  nChanged 13
		SP:Iteration 54Q (13599.620000 sec): 3 clusters
  Score: Raw -1124166.517780 + Penalty 2993.035458 = -1121173.482321
  nChanged 14
		SP:Iteration 55Q (13599.790000 sec): 3 clusters
  Score: Raw -1124168.075105 + Penalty 2993.035458 = -1121175.039647
  nChanged 11
		SP:Iteration 56Q (13600.040000 sec): 3 clusters
  Score: Raw -1124169.029228 + Penalty 2993.035458 = -1121175.993770
  nChanged 7
		SP:Iteration 57Q (13600.270000 sec): 3 clusters
  Score: Raw -1124169.988548 + Penalty 2993.035458 = -1121176.953090
  nChanged 7
		SP:Iteration 58Q (13600.490000 sec): 3 clusters
  Score: Raw -1124171.002466 + Penalty 2993.035458 = -1121177.967008
  nChanged 9
		SP:Iteration 59Q (13600.670000 sec): 3 clusters
  Score: Raw -1124172.545902 + Penalty 2993.035458 = -1121179.510444
  nChanged 9
		SP:Iteration 60F (13600.910000 sec): 3 clusters
  Score: Raw -1124174.132001 + Penalty 2993.035458 = -1121181.096543
  nChanged 6
		SP:Iteration 61Q (13601.100000 sec): 3 clusters
  Score: Raw -1124175.419710 + Penalty 2993.035458 = -1121182.384252
  nChanged 7
		SP:Iteration 62Q (13601.270000 sec): 3 clusters
  Score: Raw -1124176.891116 + Penalty 2993.035458 = -1121183.855658
  nChanged 6
		SP:Iteration 63Q (13601.490000 sec): 3 clusters
  Score: Raw -1124177.668017 + Penalty 2993.035458 = -1121184.632559
  nChanged 6
		SP:Iteration 64Q (13601.690000 sec): 3 clusters
  Score: Raw -1124178.726785 + Penalty 2993.035458 = -1121185.691326
  nChanged 8
		SP:Iteration 65Q (13601.930000 sec): 3 clusters
  Score: Raw -1124179.744259 + Penalty 2993.035458 = -1121186.708801
  nChanged 4
		SP:Iteration 66Q (13602.140000 sec): 3 clusters
  Score: Raw -1124180.168746 + Penalty 2993.035458 = -1121187.133287
  nChanged 5
		SP:Iteration 67Q (13602.380000 sec): 3 clusters
  Score: Raw -1124180.672713 + Penalty 2993.035458 = -1121187.637255
  nChanged 4
		SP:Iteration 68Q (13602.610000 sec): 3 clusters
  Score: Raw -1124181.103524 + Penalty 2993.035458 = -1121188.068065
  nChanged 5
		SP:Iteration 69Q (13602.830000 sec): 3 clusters
  Score: Raw -1124181.545553 + Penalty 2993.035458 = -1121188.510095
  nChanged 2
		SP:Iteration 70Q (13603.020000 sec): 3 clusters
  Score: Raw -1124181.846046 + Penalty 2993.035458 = -1121188.810588
  nChanged 2
		SP:Iteration 71Q (13603.260000 sec): 3 clusters
  Score: Raw -1124182.328848 + Penalty 2993.035458 = -1121189.293389
  nChanged 5
		SP:Iteration 72Q (13603.450000 sec): 3 clusters
  Score: Raw -1124183.070996 + Penalty 2993.035458 = -1121190.035537
  nChanged 7
		SP:Iteration 73Q (13603.660000 sec): 3 clusters
  Score: Raw -1124184.088242 + Penalty 2993.035458 = -1121191.052783
  nChanged 5
		SP:Iteration 74Q (13603.890000 sec): 3 clusters
  Score: Raw -1124184.679287 + Penalty 2993.035458 = -1121191.643829
  nChanged 6
		SP:Iteration 75Q (13604.100000 sec): 3 clusters
  Score: Raw -1124185.329981 + Penalty 2993.035458 = -1121192.294523
  nChanged 6
		SP:Iteration 76Q (13604.290000 sec): 3 clusters
  Score: Raw -1124185.885502 + Penalty 2993.035458 = -1121192.850044
  nChanged 2
		SP:Iteration 77Q (13604.490000 sec): 3 clusters
  Score: Raw -1124186.092813 + Penalty 2993.035458 = -1121193.057355
  nChanged 2
		SP:Iteration 78Q (13604.780000 sec): 3 clusters
  Score: Raw -1124186.393361 + Penalty 2993.035458 = -1121193.357902
  nChanged 3
		SP:Iteration 79Q (13605.010000 sec): 3 clusters
  Score: Raw -1124186.675343 + Penalty 2993.035458 = -1121193.639885
  nChanged 4
		SP:Iteration 80F (13605.210000 sec): 3 clusters
  Score: Raw -1124187.026969 + Penalty 2993.035458 = -1121193.991511
  nChanged 6
		SP:Iteration 81Q (13605.440000 sec): 3 clusters
  Score: Raw -1124188.115530 + Penalty 2993.035458 = -1121195.080072
  nChanged 12
		SP:Iteration 82Q (13605.630000 sec): 3 clusters
  Score: Raw -1124189.739741 + Penalty 2993.035458 = -1121196.704283
  nChanged 6
		SP:Iteration 83Q (13605.840000 sec): 3 clusters
  Score: Raw -1124190.674480 + Penalty 2993.035458 = -1121197.639022
  nChanged 6
		SP:Iteration 84Q (13606.070000 sec): 3 clusters
  Score: Raw -1124191.357175 + Penalty 2993.035458 = -1121198.321717
  nChanged 6
		SP:Iteration 85Q (13606.310000 sec): 3 clusters
  Score: Raw -1124192.214633 + Penalty 2993.035458 = -1121199.179175
  nChanged 7
		SP:Iteration 86Q (13606.540000 sec): 3 clusters
  Score: Raw -1124192.968563 + Penalty 2993.035458 = -1121199.933104
  nChanged 9
		SP:Iteration 87Q (13606.720000 sec): 3 clusters
  Score: Raw -1124194.174330 + Penalty 2993.035458 = -1121201.138871
  nChanged 11
		SP:Iteration 88Q (13606.930000 sec): 3 clusters
  Score: Raw -1124195.396450 + Penalty 2993.035458 = -1121202.360992
  nChanged 9
		SP:Iteration 89Q (13607.190000 sec): 3 clusters
  Score: Raw -1124196.407802 + Penalty 2993.035458 = -1121203.372344
  nChanged 8
		SP:Iteration 90Q (13607.390000 sec): 3 clusters
  Score: Raw -1124197.633763 + Penalty 2993.035458 = -1121204.598305
  nChanged 6
		SP:Iteration 91Q (13607.600000 sec): 3 clusters
  Score: Raw -1124198.392406 + Penalty 2993.035458 = -1121205.356948
  nChanged 5
		SP:Iteration 92Q (13607.870000 sec): 3 clusters
  Score: Raw -1124198.907476 + Penalty 2993.035458 = -1121205.872018
  nChanged 7
		SP:Iteration 93Q (13608.090000 sec): 3 clusters
  Score: Raw -1124199.811686 + Penalty 2993.035458 = -1121206.776228
  nChanged 8
		SP:Iteration 94Q (13608.330000 sec): 3 clusters
  Score: Raw -1124200.725676 + Penalty 2993.035458 = -1121207.690218
  nChanged 8
		SP:Iteration 95Q (13608.500000 sec): 3 clusters
  Score: Raw -1124201.641804 + Penalty 2993.035458 = -1121208.606346
  nChanged 4
		SP:Iteration 96Q (13608.720000 sec): 3 clusters
  Score: Raw -1124201.955209 + Penalty 2993.035458 = -1121208.919750
  nChanged 4
		SP:Iteration 97Q (13608.980000 sec): 3 clusters
  Score: Raw -1124202.737136 + Penalty 2993.035458 = -1121209.701678
  nChanged 5
		SP:Iteration 98Q (13609.170000 sec): 3 clusters
  Score: Raw -1124203.330794 + Penalty 2993.035458 = -1121210.295335
  nChanged 5
		SP:Iteration 99Q (13609.390000 sec): 3 clusters
  Score: Raw -1124203.928649 + Penalty 2993.035458 = -1121210.893191
  nChanged 3
		SP:Iteration 100F (13609.580000 sec): 3 clusters
  Score: Raw -1124204.265770 + Penalty 2993.035458 = -1121211.230312
  nChanged 3
		SP:Iteration 101Q (13609.800000 sec): 3 clusters
  Score: Raw -1124204.664665 + Penalty 2993.035458 = -1121211.629206
  nChanged 2
		SP:Iteration 102Q (13610.010000 sec): 3 clusters
  Score: Raw -1124204.892137 + Penalty 2993.035458 = -1121211.856678
  nChanged 3
		SP:Iteration 103Q (13610.220000 sec): 3 clusters
  Score: Raw -1124205.249820 + Penalty 2993.035458 = -1121212.214362
  nChanged 5
		SP:Iteration 104Q (13610.420000 sec): 3 clusters
  Score: Raw -1124205.979377 + Penalty 2993.035458 = -1121212.943919
  nChanged 6
		SP:Iteration 105Q (13610.680000 sec): 3 clusters
  Score: Raw -1124206.688874 + Penalty 2993.035458 = -1121213.653415
  nChanged 3
		SP:Iteration 106Q (13610.860000 sec): 3 clusters
  Score: Raw -1124207.025792 + Penalty 2993.035458 = -1121213.990333
  nChanged 1
		SP:Iteration 107Q (13611.070000 sec): 3 clusters
  Score: Raw -1124207.132801 + Penalty 2993.035458 = -1121214.097342
  nChanged 0
		SP:Iteration 108F (13611.240000 sec): 3 clusters
  Score: Raw -1124207.132801 + Penalty 2993.035458 = -1121214.097342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (9076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13611.380000 sec): 2 clusters
  Score: Raw -953971.266534 + Penalty 1480.925687 = -952490.340846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13611.610000 sec): 3 clusters
  Score: Raw -948848.733631 + Penalty 2961.851375 = -945886.882256
  nChanged 3891
		SP:Iteration 1F (13611.840000 sec): 3 clusters
  Score: Raw -950912.764967 + Penalty 2961.851375 = -947950.913592
  nChanged 601
		SP:Iteration 2F (13612.040000 sec): 3 clusters
  Score: Raw -951230.460879 + Penalty 2961.851375 = -948268.609504
  nChanged 546
		SP:Iteration 3F (13612.260000 sec): 3 clusters
  Score: Raw -951539.299662 + Penalty 2961.851375 = -948577.448287
  nChanged 536
		SP:Iteration 4F (13612.510000 sec): 3 clusters
  Score: Raw -951842.628817 + Penalty 2961.851375 = -948880.777442
  nChanged 494
		SP:Iteration 5F (13612.720000 sec): 3 clusters
  Score: Raw -952122.870643 + Penalty 2961.851375 = -949161.019268
  nChanged 466
		SP:Iteration 6F (13612.920000 sec): 3 clusters
  Score: Raw -952403.781949 + Penalty 2961.851375 = -949441.930574
  nChanged 401
		SP:Iteration 7Q (13613.140000 sec): 3 clusters
  Score: Raw -952642.862851 + Penalty 2961.851375 = -949681.011476
  nChanged 368
		SP:Iteration 8Q (13613.340000 sec): 3 clusters
  Score: Raw -952844.983755 + Penalty 2961.851375 = -949883.132380
  nChanged 292
		SP:Iteration 9Q (13613.560000 sec): 3 clusters
  Score: Raw -953002.767481 + Penalty 2961.851375 = -950040.916106
  nChanged 241
		SP:Iteration 10Q (13613.790000 sec): 3 clusters
  Score: Raw -953140.167492 + Penalty 2961.851375 = -950178.316117
  nChanged 210
		SP:Iteration 11Q (13614.020000 sec): 3 clusters
  Score: Raw -953262.489004 + Penalty 2961.851375 = -950300.637629
  nChanged 182
		SP:Iteration 12Q (13614.270000 sec): 3 clusters
  Score: Raw -953371.741189 + Penalty 2961.851375 = -950409.889814
  nChanged 157
		SP:Iteration 13Q (13614.510000 sec): 3 clusters
  Score: Raw -953492.782367 + Penalty 2961.851375 = -950530.930992
  nChanged 149
		SP:Iteration 14Q (13614.670000 sec): 3 clusters
  Score: Raw -953589.503725 + Penalty 2961.851375 = -950627.652350
  nChanged 112
		SP:Iteration 15Q (13614.920000 sec): 3 clusters
  Score: Raw -953654.396154 + Penalty 2961.851375 = -950692.544779
  nChanged 103
		SP:Iteration 16Q (13615.100000 sec): 3 clusters
  Score: Raw -953723.343467 + Penalty 2961.851375 = -950761.492092
  nChanged 102
		SP:Iteration 17Q (13615.320000 sec): 3 clusters
  Score: Raw -953779.778718 + Penalty 2961.851375 = -950817.927343
  nChanged 77
		SP:Iteration 18Q (13615.550000 sec): 3 clusters
  Score: Raw -953814.517676 + Penalty 2961.851375 = -950852.666301
  nChanged 67
		SP:Iteration 19Q (13615.760000 sec): 3 clusters
  Score: Raw -953840.796287 + Penalty 2961.851375 = -950878.944913
  nChanged 56
		SP:Iteration 20F (13615.970000 sec): 3 clusters
  Score: Raw -953863.947071 + Penalty 2961.851375 = -950902.095696
  nChanged 50
		SP:Iteration 21Q (13616.190000 sec): 3 clusters
  Score: Raw -953881.367010 + Penalty 2961.851375 = -950919.515635
  nChanged 40
		SP:Iteration 22Q (13616.400000 sec): 3 clusters
  Score: Raw -953894.881239 + Penalty 2961.851375 = -950933.029864
  nChanged 41
		SP:Iteration 23Q (13616.580000 sec): 3 clusters
  Score: Raw -953907.375051 + Penalty 2961.851375 = -950945.523676
  nChanged 30
		SP:Iteration 24Q (13616.790000 sec): 3 clusters
  Score: Raw -953915.822155 + Penalty 2961.851375 = -950953.970780
  nChanged 27
		SP:Iteration 25Q (13617.020000 sec): 3 clusters
  Score: Raw -953922.133032 + Penalty 2961.851375 = -950960.281657
  nChanged 19
		SP:Iteration 26Q (13617.260000 sec): 3 clusters
  Score: Raw -953925.603615 + Penalty 2961.851375 = -950963.752240
  nChanged 14
		SP:Iteration 27Q (13617.510000 sec): 3 clusters
  Score: Raw -953928.014882 + Penalty 2961.851375 = -950966.163507
  nChanged 12
		SP:Iteration 28Q (13617.670000 sec): 3 clusters
  Score: Raw -953930.793855 + Penalty 2961.851375 = -950968.942480
  nChanged 14
		SP:Iteration 29Q (13617.910000 sec): 3 clusters
  Score: Raw -953933.768817 + Penalty 2961.851375 = -950971.917443
  nChanged 10
		SP:Iteration 30Q (13618.120000 sec): 3 clusters
  Score: Raw -953935.971284 + Penalty 2961.851375 = -950974.119909
  nChanged 9
		SP:Iteration 31Q (13618.380000 sec): 3 clusters
  Score: Raw -953937.735254 + Penalty 2961.851375 = -950975.883879
  nChanged 5
		SP:Iteration 32Q (13618.590000 sec): 3 clusters
  Score: Raw -953939.140403 + Penalty 2961.851375 = -950977.289028
  nChanged 10
		SP:Iteration 33Q (13618.830000 sec): 3 clusters
  Score: Raw -953941.548504 + Penalty 2961.851375 = -950979.697129
  nChanged 7
		SP:Iteration 34Q (13619.030000 sec): 3 clusters
  Score: Raw -953942.859179 + Penalty 2961.851375 = -950981.007804
  nChanged 9
		SP:Iteration 35Q (13619.240000 sec): 3 clusters
  Score: Raw -953944.835687 + Penalty 2961.851375 = -950982.984312
  nChanged 12
		SP:Iteration 36Q (13619.430000 sec): 3 clusters
  Score: Raw -953947.663336 + Penalty 2961.851375 = -950985.811961
  nChanged 10
		SP:Iteration 37Q (13619.640000 sec): 3 clusters
  Score: Raw -953949.920126 + Penalty 2961.851375 = -950988.068751
  nChanged 11
		SP:Iteration 38Q (13619.890000 sec): 3 clusters
  Score: Raw -953952.470889 + Penalty 2961.851375 = -950990.619514
  nChanged 8
		SP:Iteration 39Q (13620.100000 sec): 3 clusters
  Score: Raw -953954.803527 + Penalty 2961.851375 = -950992.952152
  nChanged 6
		SP:Iteration 40F (13620.330000 sec): 3 clusters
  Score: Raw -953956.385337 + Penalty 2961.851375 = -950994.533962
  nChanged 7
		SP:Iteration 41Q (13620.560000 sec): 3 clusters
  Score: Raw -953957.515297 + Penalty 2961.851375 = -950995.663922
  nChanged 6
		SP:Iteration 42Q (13620.750000 sec): 3 clusters
  Score: Raw -953959.656701 + Penalty 2961.851375 = -950997.805326
  nChanged 8
		SP:Iteration 43Q (13620.970000 sec): 3 clusters
  Score: Raw -953962.293358 + Penalty 2961.851375 = -951000.441983
  nChanged 7
		SP:Iteration 44Q (13621.180000 sec): 3 clusters
  Score: Raw -953964.619073 + Penalty 2961.851375 = -951002.767698
  nChanged 3
		SP:Iteration 45Q (13621.380000 sec): 3 clusters
  Score: Raw -953964.998673 + Penalty 2961.851375 = -951003.147298
  nChanged 0
		SP:Iteration 46F (13621.620000 sec): 3 clusters
  Score: Raw -953964.998673 + Penalty 2961.851375 = -951003.147298
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13621.740000 sec): 2 clusters
  Score: Raw -1005392.700002 + Penalty 1492.065396 = -1003900.634606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13621.990000 sec): 3 clusters
  Score: Raw -999954.657978 + Penalty 2984.130792 = -996970.527187
  nChanged 4152
		SP:Iteration 1F (13622.200000 sec): 3 clusters
  Score: Raw -1002484.532735 + Penalty 2984.130792 = -999500.401943
  nChanged 766
		SP:Iteration 2F (13622.400000 sec): 3 clusters
  Score: Raw -1002949.025554 + Penalty 2984.130792 = -999964.894762
  nChanged 640
		SP:Iteration 3F (13622.660000 sec): 3 clusters
  Score: Raw -1003349.739786 + Penalty 2984.130792 = -1000365.608995
  nChanged 620
		SP:Iteration 4F (13622.860000 sec): 3 clusters
  Score: Raw -1003773.331504 + Penalty 2984.130792 = -1000789.200712
  nChanged 610
		SP:Iteration 5F (13623.080000 sec): 3 clusters
  Score: Raw -1004195.973324 + Penalty 2984.130792 = -1001211.842532
  nChanged 513
		SP:Iteration 6F (13623.330000 sec): 3 clusters
  Score: Raw -1004549.601684 + Penalty 2984.130792 = -1001565.470893
  nChanged 442
		SP:Iteration 7Q (13623.550000 sec): 3 clusters
  Score: Raw -1004874.972888 + Penalty 2984.130792 = -1001890.842097
  nChanged 396
		SP:Iteration 8Q (13623.770000 sec): 3 clusters
  Score: Raw -1005129.779668 + Penalty 2984.130792 = -1002145.648876
  nChanged 308
		SP:Iteration 9Q (13623.990000 sec): 3 clusters
  Score: Raw -1005340.549495 + Penalty 2984.130792 = -1002356.418703
  nChanged 258
		SP:Iteration 10Q (13624.220000 sec): 3 clusters
  Score: Raw -1005495.131069 + Penalty 2984.130792 = -1002511.000277
  nChanged 203
		SP:Iteration 11Q (13624.400000 sec): 3 clusters
  Score: Raw -1005620.485565 + Penalty 2984.130792 = -1002636.354773
  nChanged 193
		SP:Iteration 12Q (13624.630000 sec): 3 clusters
  Score: Raw -1005720.723652 + Penalty 2984.130792 = -1002736.592860
  nChanged 150
		SP:Iteration 13Q (13624.780000 sec): 3 clusters
  Score: Raw -1005789.356048 + Penalty 2984.130792 = -1002805.225256
  nChanged 113
		SP:Iteration 14Q (13625.040000 sec): 3 clusters
  Score: Raw -1005835.604230 + Penalty 2984.130792 = -1002851.473439
  nChanged 93
		SP:Iteration 15Q (13625.210000 sec): 3 clusters
  Score: Raw -1005875.778130 + Penalty 2984.130792 = -1002891.647339
  nChanged 82
		SP:Iteration 16Q (13625.450000 sec): 3 clusters
  Score: Raw -1005916.497340 + Penalty 2984.130792 = -1002932.366549
  nChanged 83
		SP:Iteration 17Q (13625.590000 sec): 3 clusters
  Score: Raw -1005965.576827 + Penalty 2984.130792 = -1002981.446036
  nChanged 80
		SP:Iteration 18Q (13625.790000 sec): 3 clusters
  Score: Raw -1006016.554147 + Penalty 2984.130792 = -1003032.423355
  nChanged 84
		SP:Iteration 19Q (13626.000000 sec): 3 clusters
  Score: Raw -1006056.591901 + Penalty 2984.130792 = -1003072.461109
  nChanged 66
		SP:Iteration 20F (13626.190000 sec): 3 clusters
  Score: Raw -1006082.606576 + Penalty 2984.130792 = -1003098.475785
  nChanged 51
		SP:Iteration 21Q (13626.370000 sec): 3 clusters
  Score: Raw -1006100.390744 + Penalty 2984.130792 = -1003116.259952
  nChanged 34
		SP:Iteration 22Q (13626.610000 sec): 3 clusters
  Score: Raw -1006108.797584 + Penalty 2984.130792 = -1003124.666792
  nChanged 29
		SP:Iteration 23Q (13626.790000 sec): 3 clusters
  Score: Raw -1006115.687665 + Penalty 2984.130792 = -1003131.556873
  nChanged 31
		SP:Iteration 24Q (13627.010000 sec): 3 clusters
  Score: Raw -1006124.550674 + Penalty 2984.130792 = -1003140.419882
  nChanged 27
		SP:Iteration 25Q (13627.210000 sec): 3 clusters
  Score: Raw -1006131.758701 + Penalty 2984.130792 = -1003147.627909
  nChanged 18
		SP:Iteration 26Q (13627.380000 sec): 3 clusters
  Score: Raw -1006139.203659 + Penalty 2984.130792 = -1003155.072867
  nChanged 29
		SP:Iteration 27Q (13627.590000 sec): 3 clusters
  Score: Raw -1006148.336537 + Penalty 2984.130792 = -1003164.205745
  nChanged 33
		SP:Iteration 28Q (13627.840000 sec): 3 clusters
  Score: Raw -1006155.794473 + Penalty 2984.130792 = -1003171.663681
  nChanged 23
		SP:Iteration 29Q (13628.020000 sec): 3 clusters
  Score: Raw -1006160.131372 + Penalty 2984.130792 = -1003176.000581
  nChanged 21
		SP:Iteration 30Q (13628.230000 sec): 3 clusters
  Score: Raw -1006165.211426 + Penalty 2984.130792 = -1003181.080634
  nChanged 20
		SP:Iteration 31Q (13628.480000 sec): 3 clusters
  Score: Raw -1006168.769485 + Penalty 2984.130792 = -1003184.638694
  nChanged 13
		SP:Iteration 32Q (13628.690000 sec): 3 clusters
  Score: Raw -1006170.743277 + Penalty 2984.130792 = -1003186.612486
  nChanged 4
		SP:Iteration 33Q (13628.920000 sec): 3 clusters
  Score: Raw -1006171.066934 + Penalty 2984.130792 = -1003186.936142
  nChanged 0
		SP:Iteration 34F (13629.140000 sec): 3 clusters
  Score: Raw -1006171.066934 + Penalty 2984.130792 = -1003186.936142
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13629.270000 sec): 2 clusters
  Score: Raw -823175.029830 + Penalty 1451.054753 = -821723.975077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13629.490000 sec): 3 clusters
  Score: Raw -819029.977019 + Penalty 2902.109505 = -816127.867514
  nChanged 3239
		SP:Iteration 1F (13629.700000 sec): 3 clusters
  Score: Raw -820897.817168 + Penalty 2902.109505 = -817995.707663
  nChanged 571
		SP:Iteration 2F (13629.900000 sec): 3 clusters
  Score: Raw -821264.602078 + Penalty 2902.109505 = -818362.492573
  nChanged 531
		SP:Iteration 3F (13630.080000 sec): 3 clusters
  Score: Raw -821682.704226 + Penalty 2902.109505 = -818780.594721
  nChanged 558
		SP:Iteration 4F (13630.290000 sec): 3 clusters
  Score: Raw -822164.065509 + Penalty 2902.109505 = -819261.956004
  nChanged 526
		SP:Iteration 5F (13630.490000 sec): 3 clusters
  Score: Raw -822588.835368 + Penalty 2902.109505 = -819686.725863
  nChanged 402
		SP:Iteration 6F (13630.660000 sec): 3 clusters
  Score: Raw -822847.253029 + Penalty 2902.109505 = -819945.143524
  nChanged 303
		SP:Iteration 7Q (13630.840000 sec): 3 clusters
  Score: Raw -822982.757300 + Penalty 2902.109505 = -820080.647795
  nChanged 158
		SP:Iteration 8Q (13630.950000 sec): 3 clusters
  Score: Raw -823042.943347 + Penalty 2902.109505 = -820140.833842
  nChanged 104
		SP:Iteration 9Q (13631.130000 sec): 3 clusters
  Score: Raw -823077.473742 + Penalty 2902.109505 = -820175.364237
  nChanged 89
		SP:Iteration 10Q (13631.300000 sec): 3 clusters
  Score: Raw -823106.417470 + Penalty 2902.109505 = -820204.307965
  nChanged 66
		SP:Iteration 11Q (13631.480000 sec): 3 clusters
  Score: Raw -823122.576140 + Penalty 2902.109505 = -820220.466635
  nChanged 46
		SP:Iteration 12Q (13631.690000 sec): 3 clusters
  Score: Raw -823135.630868 + Penalty 2902.109505 = -820233.521363
  nChanged 39
		SP:Iteration 13Q (13631.870000 sec): 3 clusters
  Score: Raw -823145.659987 + Penalty 2902.109505 = -820243.550482
  nChanged 34
		SP:Iteration 14Q (13632.030000 sec): 3 clusters
  Score: Raw -823155.036045 + Penalty 2902.109505 = -820252.926540
  nChanged 40
		SP:Iteration 15Q (13632.190000 sec): 3 clusters
  Score: Raw -823165.077995 + Penalty 2902.109505 = -820262.968490
  nChanged 36
		SP:Iteration 16Q (13632.370000 sec): 3 clusters
  Score: Raw -823174.060262 + Penalty 2902.109505 = -820271.950757
  nChanged 33
		SP:Iteration 17Q (13632.580000 sec): 3 clusters
  Score: Raw -823183.010985 + Penalty 2902.109505 = -820280.901480
  nChanged 30
		SP:Iteration 18Q (13632.790000 sec): 3 clusters
  Score: Raw -823190.273617 + Penalty 2902.109505 = -820288.164112
  nChanged 34
		SP:Iteration 19Q (13633.000000 sec): 3 clusters
  Score: Raw -823199.203453 + Penalty 2902.109505 = -820297.093948
  nChanged 22
		SP:Iteration 20F (13633.230000 sec): 3 clusters
  Score: Raw -823205.009993 + Penalty 2902.109505 = -820302.900488
  nChanged 22
		SP:Iteration 21Q (13633.450000 sec): 3 clusters
  Score: Raw -823209.849968 + Penalty 2902.109505 = -820307.740463
  nChanged 25
		SP:Iteration 22Q (13633.660000 sec): 3 clusters
  Score: Raw -823216.202953 + Penalty 2902.109505 = -820314.093448
  nChanged 21
		SP:Iteration 23Q (13633.810000 sec): 3 clusters
  Score: Raw -823221.805190 + Penalty 2902.109505 = -820319.695684
  nChanged 27
		SP:Iteration 24Q (13634.030000 sec): 3 clusters
  Score: Raw -823230.446262 + Penalty 2902.109505 = -820328.336756
  nChanged 23
		SP:Iteration 25Q (13634.220000 sec): 3 clusters
  Score: Raw -823238.403692 + Penalty 2902.109505 = -820336.294187
  nChanged 25
		SP:Iteration 26Q (13634.370000 sec): 3 clusters
  Score: Raw -823247.128267 + Penalty 2902.109505 = -820345.018762
  nChanged 23
		SP:Iteration 27Q (13634.560000 sec): 3 clusters
  Score: Raw -823256.322687 + Penalty 2902.109505 = -820354.213182
  nChanged 25
		SP:Iteration 28Q (13634.790000 sec): 3 clusters
  Score: Raw -823267.381767 + Penalty 2902.109505 = -820365.272262
  nChanged 43
		SP:Iteration 29Q (13634.950000 sec): 3 clusters
  Score: Raw -823289.865277 + Penalty 2902.109505 = -820387.755772
  nChanged 40
		SP:Iteration 30Q (13635.170000 sec): 3 clusters
  Score: Raw -823311.739987 + Penalty 2902.109505 = -820409.630482
  nChanged 50
		SP:Iteration 31Q (13635.310000 sec): 3 clusters
  Score: Raw -823337.302973 + Penalty 2902.109505 = -820435.193468
  nChanged 55
		SP:Iteration 32Q (13635.500000 sec): 3 clusters
  Score: Raw -823366.562934 + Penalty 2902.109505 = -820464.453429
  nChanged 59
		SP:Iteration 33Q (13635.750000 sec): 3 clusters
  Score: Raw -823400.100007 + Penalty 2902.109505 = -820497.990502
  nChanged 54
		SP:Iteration 34Q (13635.940000 sec): 3 clusters
  Score: Raw -823425.853391 + Penalty 2902.109505 = -820523.743886
  nChanged 39
		SP:Iteration 35Q (13636.170000 sec): 3 clusters
  Score: Raw -823445.020207 + Penalty 2902.109505 = -820542.910702
  nChanged 34
		SP:Iteration 36Q (13636.380000 sec): 3 clusters
  Score: Raw -823462.128563 + Penalty 2902.109505 = -820560.019058
  nChanged 36
		SP:Iteration 37Q (13636.600000 sec): 3 clusters
  Score: Raw -823486.184730 + Penalty 2902.109505 = -820584.075225
  nChanged 45
		SP:Iteration 38Q (13636.790000 sec): 3 clusters
  Score: Raw -823510.101540 + Penalty 2902.109505 = -820607.992035
  nChanged 35
		SP:Iteration 39Q (13636.980000 sec): 3 clusters
  Score: Raw -823532.130016 + Penalty 2902.109505 = -820630.020511
  nChanged 33
		SP:Iteration 40F (13637.190000 sec): 3 clusters
  Score: Raw -823550.023963 + Penalty 2902.109505 = -820647.914458
  nChanged 23
		SP:Iteration 41Q (13637.410000 sec): 3 clusters
  Score: Raw -823561.434377 + Penalty 2902.109505 = -820659.324872
  nChanged 11
		SP:Iteration 42Q (13637.640000 sec): 3 clusters
  Score: Raw -823566.333468 + Penalty 2902.109505 = -820664.223963
  nChanged 12
		SP:Iteration 43Q (13637.840000 sec): 3 clusters
  Score: Raw -823572.516943 + Penalty 2902.109505 = -820670.407438
  nChanged 16
		SP:Iteration 44Q (13638.060000 sec): 3 clusters
  Score: Raw -823578.784097 + Penalty 2902.109505 = -820676.674592
  nChanged 5
		SP:Iteration 45Q (13638.230000 sec): 3 clusters
  Score: Raw -823581.076146 + Penalty 2902.109505 = -820678.966641
  nChanged 4
		SP:Iteration 46Q (13638.460000 sec): 3 clusters
  Score: Raw -823582.475635 + Penalty 2902.109505 = -820680.366130
  nChanged 2
		SP:Iteration 47Q (13638.630000 sec): 3 clusters
  Score: Raw -823582.801935 + Penalty 2902.109505 = -820680.692430
  nChanged 0
		SP:Iteration 48F (13638.770000 sec): 3 clusters
  Score: Raw -823582.801935 + Penalty 2902.109505 = -820680.692430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13638.900000 sec): 2 clusters
  Score: Raw -352730.028086 + Penalty 1311.725238 = -351418.302848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13639.000000 sec): 3 clusters
  Score: Raw -351184.461679 + Penalty 2623.450475 = -348561.011204
  nChanged 1256
		SP:Iteration 1F (13639.200000 sec): 3 clusters
  Score: Raw -351981.655793 + Penalty 2623.450475 = -349358.205317
  nChanged 245
		SP:Iteration 2F (13639.400000 sec): 3 clusters
  Score: Raw -352139.183272 + Penalty 2623.450475 = -349515.732797
  nChanged 154
		SP:Iteration 3Q (13639.550000 sec): 3 clusters
  Score: Raw -352242.877513 + Penalty 2623.450475 = -349619.427037
  nChanged 156
		SP:Iteration 4Q (13639.740000 sec): 3 clusters
  Score: Raw -352347.407805 + Penalty 2623.450475 = -349723.957330
  nChanged 125
		SP:Iteration 5Q (13639.960000 sec): 3 clusters
  Score: Raw -352429.261585 + Penalty 2623.450475 = -349805.811109
  nChanged 115
		SP:Iteration 6Q (13640.100000 sec): 3 clusters
  Score: Raw -352495.712462 + Penalty 2623.450475 = -349872.261987
  nChanged 103
		SP:Iteration 7Q (13640.260000 sec): 3 clusters
  Score: Raw -352560.424555 + Penalty 2623.450475 = -349936.974080
  nChanged 94
		SP:Iteration 8Q (13640.460000 sec): 3 clusters
  Score: Raw -352622.850409 + Penalty 2623.450475 = -349999.399934
  nChanged 95
		SP:Iteration 9Q (13640.640000 sec): 3 clusters
  Score: Raw -352680.886622 + Penalty 2623.450475 = -350057.436147
  nChanged 79
		SP:Iteration 10Q (13640.780000 sec): 3 clusters
  Score: Raw -352727.738262 + Penalty 2623.450475 = -350104.287787
  nChanged 78
		SP:Iteration 11Q (13640.950000 sec): 3 clusters
  Score: Raw -352768.219305 + Penalty 2623.450475 = -350144.768830
  nChanged 58
		SP:Iteration 12Q (13641.160000 sec): 3 clusters
  Score: Raw -352802.319614 + Penalty 2623.450475 = -350178.869139
  nChanged 55
		SP:Iteration 13Q (13641.350000 sec): 3 clusters
  Score: Raw -352833.820054 + Penalty 2623.450475 = -350210.369579
  nChanged 48
		SP:Iteration 14Q (13641.540000 sec): 3 clusters
  Score: Raw -352858.735254 + Penalty 2623.450475 = -350235.284778
  nChanged 38
		SP:Iteration 15Q (13641.700000 sec): 3 clusters
  Score: Raw -352878.991308 + Penalty 2623.450475 = -350255.540833
  nChanged 31
		SP:Iteration 16Q (13641.880000 sec): 3 clusters
  Score: Raw -352894.805528 + Penalty 2623.450475 = -350271.355053
  nChanged 27
		SP:Iteration 17Q (13642.030000 sec): 3 clusters
  Score: Raw -352910.277860 + Penalty 2623.450475 = -350286.827385
  nChanged 28
		SP:Iteration 18Q (13642.190000 sec): 3 clusters
  Score: Raw -352926.929460 + Penalty 2623.450475 = -350303.478985
  nChanged 21
		SP:Iteration 19Q (13642.310000 sec): 3 clusters
  Score: Raw -352939.441916 + Penalty 2623.450475 = -350315.991441
  nChanged 8
		SP:Iteration 20F (13642.460000 sec): 3 clusters
  Score: Raw -352942.424405 + Penalty 2623.450475 = -350318.973930
  nChanged 5
		SP:Iteration 21Q (13642.610000 sec): 3 clusters
  Score: Raw -352944.453682 + Penalty 2623.450475 = -350321.003207
  nChanged 6
		SP:Iteration 22Q (13642.770000 sec): 3 clusters
  Score: Raw -352947.458943 + Penalty 2623.450475 = -350324.008468
  nChanged 11
		SP:Iteration 23Q (13642.990000 sec): 3 clusters
  Score: Raw -352952.357481 + Penalty 2623.450475 = -350328.907006
  nChanged 6
		SP:Iteration 24Q (13643.170000 sec): 3 clusters
  Score: Raw -352955.827094 + Penalty 2623.450475 = -350332.376619
  nChanged 7
		SP:Iteration 25Q (13643.340000 sec): 3 clusters
  Score: Raw -352959.039653 + Penalty 2623.450475 = -350335.589177
  nChanged 8
		SP:Iteration 26Q (13643.540000 sec): 3 clusters
  Score: Raw -352964.412486 + Penalty 2623.450475 = -350340.962011
  nChanged 11
		SP:Iteration 27Q (13643.760000 sec): 3 clusters
  Score: Raw -352969.760597 + Penalty 2623.450475 = -350346.310122
  nChanged 8
		SP:Iteration 28Q (13643.940000 sec): 3 clusters
  Score: Raw -352973.188275 + Penalty 2623.450475 = -350349.737800
  nChanged 8
		SP:Iteration 29Q (13644.150000 sec): 3 clusters
  Score: Raw -352975.619701 + Penalty 2623.450475 = -350352.169226
  nChanged 6
		SP:Iteration 30Q (13644.310000 sec): 3 clusters
  Score: Raw -352977.328743 + Penalty 2623.450475 = -350353.878268
  nChanged 1
		SP:Iteration 31Q (13644.530000 sec): 3 clusters
  Score: Raw -352977.488827 + Penalty 2623.450475 = -350354.038352
  nChanged 1
		SP:Iteration 32Q (13644.670000 sec): 3 clusters
  Score: Raw -352977.706524 + Penalty 2623.450475 = -350354.256049
  nChanged 1
		SP:Iteration 33Q (13644.800000 sec): 3 clusters
  Score: Raw -352978.109934 + Penalty 2623.450475 = -350354.659459
  nChanged 1
		SP:Iteration 34Q (13644.930000 sec): 3 clusters
  Score: Raw -352978.304713 + Penalty 2623.450475 = -350354.854238
  nChanged 1
		SP:Iteration 35Q (13645.060000 sec): 3 clusters
  Score: Raw -352979.535695 + Penalty 2623.450475 = -350356.085220
  nChanged 2
		SP:Iteration 36Q (13645.230000 sec): 3 clusters
  Score: Raw -352980.876488 + Penalty 2623.450475 = -350357.426013
  nChanged 4
		SP:Iteration 37Q (13645.420000 sec): 3 clusters
  Score: Raw -352983.027401 + Penalty 2623.450475 = -350359.576926
  nChanged 3
		SP:Iteration 38Q (13645.600000 sec): 3 clusters
  Score: Raw -352984.201133 + Penalty 2623.450475 = -350360.750658
  nChanged 2
		SP:Iteration 39Q (13645.800000 sec): 3 clusters
  Score: Raw -352986.171520 + Penalty 2623.450475 = -350362.721045
  nChanged 4
		SP:Iteration 40F (13646.000000 sec): 3 clusters
  Score: Raw -352987.838130 + Penalty 2623.450475 = -350364.387654
  nChanged 6
		SP:Iteration 41Q (13646.230000 sec): 3 clusters
  Score: Raw -352990.348839 + Penalty 2623.450475 = -350366.898364
  nChanged 6
		SP:Iteration 42Q (13646.410000 sec): 3 clusters
  Score: Raw -352993.318461 + Penalty 2623.450475 = -350369.867986
  nChanged 4
		SP:Iteration 43Q (13646.560000 sec): 3 clusters
  Score: Raw -352995.174894 + Penalty 2623.450475 = -350371.724418
  nChanged 5
		SP:Iteration 44Q (13646.750000 sec): 3 clusters
  Score: Raw -352997.608667 + Penalty 2623.450475 = -350374.158192
  nChanged 7
		SP:Iteration 45Q (13646.900000 sec): 3 clusters
  Score: Raw -353000.963212 + Penalty 2623.450475 = -350377.512737
  nChanged 6
		SP:Iteration 46Q (13647.050000 sec): 3 clusters
  Score: Raw -353004.684607 + Penalty 2623.450475 = -350381.234132
  nChanged 4
		SP:Iteration 47Q (13647.200000 sec): 3 clusters
  Score: Raw -353006.506030 + Penalty 2623.450475 = -350383.055555
  nChanged 7
		SP:Iteration 48Q (13647.420000 sec): 3 clusters
  Score: Raw -353008.632466 + Penalty 2623.450475 = -350385.181990
  nChanged 5
		SP:Iteration 49Q (13647.590000 sec): 3 clusters
  Score: Raw -353010.380305 + Penalty 2623.450475 = -350386.929830
  nChanged 3
		SP:Iteration 50Q (13647.770000 sec): 3 clusters
  Score: Raw -353011.879314 + Penalty 2623.450475 = -350388.428839
  nChanged 3
		SP:Iteration 51Q (13647.990000 sec): 3 clusters
  Score: Raw -353013.256168 + Penalty 2623.450475 = -350389.805693
  nChanged 2
		SP:Iteration 52Q (13648.170000 sec): 3 clusters
  Score: Raw -353014.501075 + Penalty 2623.450475 = -350391.050600
  nChanged 0
		SP:Iteration 53F (13648.340000 sec): 3 clusters
  Score: Raw -353014.501075 + Penalty 2623.450475 = -350391.050600
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13648.430000 sec): 2 clusters
  Score: Raw -113542.423453 + Penalty 1161.861486 = -112380.561967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13648.660000 sec): 3 clusters
  Score: Raw -113227.648422 + Penalty 2323.722972 = -110903.925450
  nChanged 466
		SP:Iteration 1F (13648.830000 sec): 3 clusters
  Score: Raw -113932.841342 + Penalty 2323.722972 = -111609.118370
  nChanged 156
		SP:Iteration 2F (13649.010000 sec): 3 clusters
  Score: Raw -114275.636546 + Penalty 2323.722972 = -111951.913575
  nChanged 92
		SP:Iteration 3F (13649.180000 sec): 3 clusters
  Score: Raw -114442.787614 + Penalty 2323.722972 = -112119.064642
  nChanged 56
		SP:Iteration 4Q (13649.380000 sec): 3 clusters
  Score: Raw -114596.349594 + Penalty 2323.722972 = -112272.626623
  nChanged 37
		SP:Iteration 5Q (13649.560000 sec): 3 clusters
  Score: Raw -114648.169651 + Penalty 2323.722972 = -112324.446679
  nChanged 22
		SP:Iteration 6Q (13649.720000 sec): 3 clusters
  Score: Raw -114676.732178 + Penalty 2323.722972 = -112353.009206
  nChanged 12
		SP:Iteration 7Q (13649.950000 sec): 3 clusters
  Score: Raw -114688.418362 + Penalty 2323.722972 = -112364.695390
  nChanged 9
		SP:Iteration 8Q (13650.100000 sec): 3 clusters
  Score: Raw -114693.788524 + Penalty 2323.722972 = -112370.065552
  nChanged 4
		SP:Iteration 9Q (13650.280000 sec): 3 clusters
  Score: Raw -114696.655316 + Penalty 2323.722972 = -112372.932344
  nChanged 3
		SP:Iteration 10Q (13650.460000 sec): 3 clusters
  Score: Raw -114698.797799 + Penalty 2323.722972 = -112375.074828
  nChanged 0
		SP:Iteration 11F (13650.650000 sec): 3 clusters
  Score: Raw -114710.037306 + Penalty 2323.722972 = -112386.314334
  nChanged 1
		SP:Iteration 12Q (13650.820000 sec): 3 clusters
  Score: Raw -114730.446758 + Penalty 2323.722972 = -112406.723786
  nChanged 6
		SP:Iteration 13Q (13651.000000 sec): 3 clusters
  Score: Raw -114735.385723 + Penalty 2323.722972 = -112411.662751
  nChanged 7
		SP:Iteration 14Q (13651.220000 sec): 3 clusters
  Score: Raw -114740.998592 + Penalty 2323.722972 = -112417.275621
  nChanged 2
		SP:Iteration 15Q (13651.390000 sec): 3 clusters
  Score: Raw -114742.108069 + Penalty 2323.722972 = -112418.385097
  nChanged 1
		SP:Iteration 16Q (13651.600000 sec): 3 clusters
  Score: Raw -114742.594131 + Penalty 2323.722972 = -112418.871160
  nChanged 2
		SP:Iteration 17Q (13651.760000 sec): 3 clusters
  Score: Raw -114743.282542 + Penalty 2323.722972 = -112419.559571
  nChanged 0
		SP:Iteration 18F (13651.950000 sec): 3 clusters
  Score: Raw -114743.282542 + Penalty 2323.722972 = -112419.559571
  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 9.11 GB.

 Trying to split cluster 27 (274493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13653.360000 sec): 2 clusters
  Score: Raw -29346349.646498 + Penalty 2034.935669 = -29344314.710829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13654.940000 sec): 3 clusters
  Score: Raw -29163656.466819 + Penalty 4069.871338 = -29159586.595482
  nChanged 133609
		SP:Iteration 1F (13656.510000 sec): 3 clusters
  Score: Raw -29246400.322877 + Penalty 4069.871338 = -29242330.451539
  nChanged 10848
		SP:Iteration 2Q (13658.080000 sec): 3 clusters
  Score: Raw -29250103.819762 + Penalty 4069.871338 = -29246033.948424
  nChanged 12415
		SP:Iteration 3Q (13659.850000 sec): 3 clusters
  Score: Raw -29255293.516315 + Penalty 4069.871338 = -29251223.644977
  nChanged 14547
		SP:Iteration 4F (13661.550000 sec): 3 clusters
  Score: Raw -29262445.797535 + Penalty 4069.871338 = -29258375.926198
  nChanged 15974
		SP:Iteration 5F (13663.020000 sec): 3 clusters
  Score: Raw -29271513.724083 + Penalty 4069.871338 = -29267443.852746
  nChanged 16934
		SP:Iteration 6F (13664.610000 sec): 3 clusters
  Score: Raw -29282033.351893 + Penalty 4069.871338 = -29277963.480556
  nChanged 16243
		SP:Iteration 7F (13666.280000 sec): 3 clusters
  Score: Raw -29293206.333718 + Penalty 4069.871338 = -29289136.462380
  nChanged 14762
		SP:Iteration 8F (13667.680000 sec): 3 clusters
  Score: Raw -29304239.457317 + Penalty 4069.871338 = -29300169.585979
  nChanged 12345
		SP:Iteration 9Q (13669.230000 sec): 3 clusters
  Score: Raw -29313538.047412 + Penalty 4069.871338 = -29309468.176075
  nChanged 9703
		SP:Iteration 10Q (13670.830000 sec): 3 clusters
  Score: Raw -29320134.016183 + Penalty 4069.871338 = -29316064.144846
  nChanged 7539
		SP:Iteration 11Q (13672.460000 sec): 3 clusters
  Score: Raw -29324700.452482 + Penalty 4069.871338 = -29320630.581144
  nChanged 6207
		SP:Iteration 12Q (13673.950000 sec): 3 clusters
  Score: Raw -29328130.639548 + Penalty 4069.871338 = -29324060.768210
  nChanged 5386
		SP:Iteration 13Q (13675.520000 sec): 3 clusters
  Score: Raw -29330876.692489 + Penalty 4069.871338 = -29326806.821151
  nChanged 4931
		SP:Iteration 14Q (13677.000000 sec): 3 clusters
  Score: Raw -29333359.225912 + Penalty 4069.871338 = -29329289.354575
  nChanged 4485
		SP:Iteration 15Q (13678.470000 sec): 3 clusters
  Score: Raw -29335532.340496 + Penalty 4069.871338 = -29331462.469158
  nChanged 4121
		SP:Iteration 16Q (13679.940000 sec): 3 clusters
  Score: Raw -29337522.056031 + Penalty 4069.871338 = -29333452.184694
  nChanged 3757
		SP:Iteration 17Q (13681.500000 sec): 3 clusters
  Score: Raw -29339383.166826 + Penalty 4069.871338 = -29335313.295488
  nChanged 3329
		SP:Iteration 18Q (13683.050000 sec): 3 clusters
  Score: Raw -29341018.838825 + Penalty 4069.871338 = -29336948.967487
  nChanged 2950
		SP:Iteration 19Q (13684.750000 sec): 3 clusters
  Score: Raw -29342462.986885 + Penalty 4069.871338 = -29338393.115548
  nChanged 2538
		SP:Iteration 20F (13686.620000 sec): 3 clusters
  Score: Raw -29343694.633237 + Penalty 4069.871338 = -29339624.761899
  nChanged 2077
		SP:Iteration 21Q (13688.310000 sec): 3 clusters
  Score: Raw -29344669.274106 + Penalty 4069.871338 = -29340599.402769
  nChanged 1670
		SP:Iteration 22Q (13689.730000 sec): 3 clusters
  Score: Raw -29345435.692132 + Penalty 4069.871338 = -29341365.820794
  nChanged 1395
		SP:Iteration 23Q (13691.070000 sec): 3 clusters
  Score: Raw -29346062.276321 + Penalty 4069.871338 = -29341992.404983
  nChanged 992
		SP:Iteration 24Q (13692.270000 sec): 3 clusters
  Score: Raw -29346480.982575 + Penalty 4069.871338 = -29342411.111238
  nChanged 765
		SP:Iteration 25Q (13693.550000 sec): 3 clusters
  Score: Raw -29346788.122064 + Penalty 4069.871338 = -29342718.250727
  nChanged 571
		SP:Iteration 26Q (13694.660000 sec): 3 clusters
  Score: Raw -29347010.544267 + Penalty 4069.871338 = -29342940.672929
  nChanged 444
		SP:Iteration 27Q (13695.790000 sec): 3 clusters
  Score: Raw -29347177.665294 + Penalty 4069.871338 = -29343107.793956
  nChanged 333
		SP:Iteration 28Q (13697.040000 sec): 3 clusters
  Score: Raw -29347278.837343 + Penalty 4069.871338 = -29343208.966005
  nChanged 233
		SP:Iteration 29Q (13698.140000 sec): 3 clusters
  Score: Raw -29347343.581791 + Penalty 4069.871338 = -29343273.710454
  nChanged 181
		SP:Iteration 30Q (13699.320000 sec): 3 clusters
  Score: Raw -29347388.206706 + Penalty 4069.871338 = -29343318.335369
  nChanged 155
		SP:Iteration 31Q (13700.520000 sec): 3 clusters
  Score: Raw -29347422.973809 + Penalty 4069.871338 = -29343353.102471
  nChanged 125
		SP:Iteration 32Q (13701.850000 sec): 3 clusters
  Score: Raw -29347450.355835 + Penalty 4069.871338 = -29343380.484498
  nChanged 98
		SP:Iteration 33Q (13703.070000 sec): 3 clusters
  Score: Raw -29347470.200890 + Penalty 4069.871338 = -29343400.329552
  nChanged 96
		SP:Iteration 34Q (13704.200000 sec): 3 clusters
  Score: Raw -29347487.635106 + Penalty 4069.871338 = -29343417.763769
  nChanged 97
		SP:Iteration 35Q (13705.250000 sec): 3 clusters
  Score: Raw -29347507.982842 + Penalty 4069.871338 = -29343438.111505
  nChanged 91
		SP:Iteration 36Q (13706.380000 sec): 3 clusters
  Score: Raw -29347525.711850 + Penalty 4069.871338 = -29343455.840513
  nChanged 77
		SP:Iteration 37Q (13707.630000 sec): 3 clusters
  Score: Raw -29347537.916987 + Penalty 4069.871338 = -29343468.045649
  nChanged 50
		SP:Iteration 38Q (13708.890000 sec): 3 clusters
  Score: Raw -29347544.463664 + Penalty 4069.871338 = -29343474.592326
  nChanged 35
		SP:Iteration 39Q (13710.100000 sec): 3 clusters
  Score: Raw -29347548.902727 + Penalty 4069.871338 = -29343479.031389
  nChanged 33
		SP:Iteration 40F (13711.740000 sec): 3 clusters
  Score: Raw -29347554.519613 + Penalty 4069.871338 = -29343484.648275
  nChanged 43
		SP:Iteration 41Q (13712.960000 sec): 3 clusters
  Score: Raw -29347561.420998 + Penalty 4069.871338 = -29343491.549660
  nChanged 39
		SP:Iteration 42Q (13714.120000 sec): 3 clusters
  Score: Raw -29347567.348310 + Penalty 4069.871338 = -29343497.476973
  nChanged 37
		SP:Iteration 43Q (13715.190000 sec): 3 clusters
  Score: Raw -29347572.136239 + Penalty 4069.871338 = -29343502.264901
  nChanged 30
		SP:Iteration 44Q (13716.310000 sec): 3 clusters
  Score: Raw -29347576.508750 + Penalty 4069.871338 = -29343506.637412
  nChanged 32
		SP:Iteration 45Q (13717.500000 sec): 3 clusters
  Score: Raw -29347580.497935 + Penalty 4069.871338 = -29343510.626597
  nChanged 25
		SP:Iteration 46Q (13718.660000 sec): 3 clusters
  Score: Raw -29347584.282045 + Penalty 4069.871338 = -29343514.410708
  nChanged 31
		SP:Iteration 47Q (13719.760000 sec): 3 clusters
  Score: Raw -29347589.678750 + Penalty 4069.871338 = -29343519.807412
  nChanged 26
		SP:Iteration 48Q (13720.770000 sec): 3 clusters
  Score: Raw -29347593.350547 + Penalty 4069.871338 = -29343523.479210
  nChanged 26
		SP:Iteration 49Q (13721.850000 sec): 3 clusters
  Score: Raw -29347596.884048 + Penalty 4069.871338 = -29343527.012710
  nChanged 18
		SP:Iteration 50Q (13723.020000 sec): 3 clusters
  Score: Raw -29347599.125886 + Penalty 4069.871338 = -29343529.254548
  nChanged 16
		SP:Iteration 51Q (13724.230000 sec): 3 clusters
  Score: Raw -29347600.738923 + Penalty 4069.871338 = -29343530.867585
  nChanged 17
		SP:Iteration 52Q (13725.480000 sec): 3 clusters
  Score: Raw -29347602.561255 + Penalty 4069.871338 = -29343532.689918
  nChanged 16
		SP:Iteration 53Q (13726.700000 sec): 3 clusters
  Score: Raw -29347605.562023 + Penalty 4069.871338 = -29343535.690685
  nChanged 20
		SP:Iteration 54Q (13727.850000 sec): 3 clusters
  Score: Raw -29347607.822498 + Penalty 4069.871338 = -29343537.951160
  nChanged 13
		SP:Iteration 55Q (13729.060000 sec): 3 clusters
  Score: Raw -29347609.509664 + Penalty 4069.871338 = -29343539.638327
  nChanged 15
		SP:Iteration 56Q (13730.300000 sec): 3 clusters
  Score: Raw -29347611.290452 + Penalty 4069.871338 = -29343541.419115
  nChanged 8
		SP:Iteration 57Q (13731.500000 sec): 3 clusters
  Score: Raw -29347612.087866 + Penalty 4069.871338 = -29343542.216528
  nChanged 11
		SP:Iteration 58Q (13732.920000 sec): 3 clusters
  Score: Raw -29347613.494134 + Penalty 4069.871338 = -29343543.622796
  nChanged 16
		SP:Iteration 59Q (13734.210000 sec): 3 clusters
  Score: Raw -29347616.486191 + Penalty 4069.871338 = -29343546.614853
  nChanged 16
		SP:Iteration 60F (13735.740000 sec): 3 clusters
  Score: Raw -29347619.150901 + Penalty 4069.871338 = -29343549.279563
  nChanged 13
		SP:Iteration 61Q (13737.180000 sec): 3 clusters
  Score: Raw -29347620.773042 + Penalty 4069.871338 = -29343550.901705
  nChanged 13
		SP:Iteration 62Q (13738.390000 sec): 3 clusters
  Score: Raw -29347622.546453 + Penalty 4069.871338 = -29343552.675116
  nChanged 16
		SP:Iteration 63Q (13739.750000 sec): 3 clusters
  Score: Raw -29347625.010919 + Penalty 4069.871338 = -29343555.139582
  nChanged 13
		SP:Iteration 64Q (13741.120000 sec): 3 clusters
  Score: Raw -29347626.370993 + Penalty 4069.871338 = -29343556.499656
  nChanged 8
		SP:Iteration 65Q (13742.320000 sec): 3 clusters
  Score: Raw -29347626.986116 + Penalty 4069.871338 = -29343557.114779
  nChanged 6
		SP:Iteration 66Q (13743.590000 sec): 3 clusters
  Score: Raw -29347627.521622 + Penalty 4069.871338 = -29343557.650285
  nChanged 7
		SP:Iteration 67Q (13744.800000 sec): 3 clusters
  Score: Raw -29347628.220090 + Penalty 4069.871338 = -29343558.348752
  nChanged 7
		SP:Iteration 68Q (13746.070000 sec): 3 clusters
  Score: Raw -29347628.782299 + Penalty 4069.871338 = -29343558.910961
  nChanged 8
		SP:Iteration 69Q (13747.400000 sec): 3 clusters
  Score: Raw -29347630.063337 + Penalty 4069.871338 = -29343560.191999
  nChanged 14
		SP:Iteration 70Q (13748.710000 sec): 3 clusters
  Score: Raw -29347631.453382 + Penalty 4069.871338 = -29343561.582045
  nChanged 12
		SP:Iteration 71Q (13750.120000 sec): 3 clusters
  Score: Raw -29347632.667540 + Penalty 4069.871338 = -29343562.796202
  nChanged 13
		SP:Iteration 72Q (13751.550000 sec): 3 clusters
  Score: Raw -29347634.434481 + Penalty 4069.871338 = -29343564.563143
  nChanged 19
		SP:Iteration 73Q (13753.000000 sec): 3 clusters
  Score: Raw -29347636.830687 + Penalty 4069.871338 = -29343566.959350
  nChanged 11
		SP:Iteration 74Q (13754.360000 sec): 3 clusters
  Score: Raw -29347637.659316 + Penalty 4069.871338 = -29343567.787978
  nChanged 12
		SP:Iteration 75Q (13755.660000 sec): 3 clusters
  Score: Raw -29347638.901053 + Penalty 4069.871338 = -29343569.029716
  nChanged 11
		SP:Iteration 76Q (13756.940000 sec): 3 clusters
  Score: Raw -29347639.766046 + Penalty 4069.871338 = -29343569.894708
  nChanged 5
		SP:Iteration 77Q (13758.180000 sec): 3 clusters
  Score: Raw -29347640.234004 + Penalty 4069.871338 = -29343570.362666
  nChanged 3
		SP:Iteration 78Q (13759.420000 sec): 3 clusters
  Score: Raw -29347640.848746 + Penalty 4069.871338 = -29343570.977408
  nChanged 5
		SP:Iteration 79Q (13760.650000 sec): 3 clusters
  Score: Raw -29347641.441931 + Penalty 4069.871338 = -29343571.570594
  nChanged 5
		SP:Iteration 80F (13762.030000 sec): 3 clusters
  Score: Raw -29347642.099265 + Penalty 4069.871338 = -29343572.227927
  nChanged 5
		SP:Iteration 81Q (13763.360000 sec): 3 clusters
  Score: Raw -29347642.679211 + Penalty 4069.871338 = -29343572.807873
  nChanged 3
		SP:Iteration 82Q (13764.860000 sec): 3 clusters
  Score: Raw -29347643.088521 + Penalty 4069.871338 = -29343573.217183
  nChanged 0
		SP:Iteration 83F (13766.700000 sec): 3 clusters
  Score: Raw -29347643.088521 + Penalty 4069.871338 = -29343573.217183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13766.980000 sec): 2 clusters
  Score: Raw -25459.723849 + Penalty 902.355933 = -24557.367917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13767.150000 sec): 3 clusters
  Score: Raw -25544.971799 + Penalty 1804.711865 = -23740.259934
  nChanged 49
		SP:Iteration 1F (13767.340000 sec): 3 clusters
  Score: Raw -25675.961967 + Penalty 1804.711865 = -23871.250102
  nChanged 19
		SP:Iteration 2F (13767.560000 sec): 3 clusters
  Score: Raw -25738.378111 + Penalty 1804.711865 = -23933.666246
  nChanged 13
		SP:Iteration 3F (13767.700000 sec): 3 clusters
  Score: Raw -25817.294357 + Penalty 1804.711865 = -24012.582492
  nChanged 10
		SP:Iteration 4Q (13767.900000 sec): 3 clusters
  Score: Raw -25861.944508 + Penalty 1804.711865 = -24057.232643
  nChanged 4
		SP:Iteration 5Q (13768.040000 sec): 3 clusters
  Score: Raw -25877.509778 + Penalty 1804.711865 = -24072.797912
  nChanged 4
		SP:Iteration 6Q (13768.220000 sec): 3 clusters
  Score: Raw -25906.541145 + Penalty 1804.711865 = -24101.829280
  nChanged 6
		SP:Iteration 7Q (13768.460000 sec): 3 clusters
  Score: Raw -25951.317356 + Penalty 1804.711865 = -24146.605491
  nChanged 3
		SP:Iteration 8Q (13768.630000 sec): 3 clusters
  Score: Raw -25969.696971 + Penalty 1804.711865 = -24164.985106
  nChanged 3
		SP:Iteration 9Q (13768.820000 sec): 3 clusters
  Score: Raw -25979.646776 + Penalty 1804.711865 = -24174.934910
  nChanged 3
		SP:Iteration 10Q (13768.990000 sec): 3 clusters
  Score: Raw -26000.924301 + Penalty 1804.711865 = -24196.212436
  nChanged 1
		SP:Iteration 11Q (13769.120000 sec): 3 clusters
  Score: Raw -26006.040862 + Penalty 1804.711865 = -24201.328997
  nChanged 0
		SP:Iteration 12F (13769.310000 sec): 3 clusters
  Score: Raw -26006.040862 + Penalty 1804.711865 = -24201.328997
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (46336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13769.650000 sec): 2 clusters
  Score: Raw -5089104.259754 + Penalty 1745.847102 = -5087358.412652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13770.030000 sec): 3 clusters
  Score: Raw -5059796.491106 + Penalty 3491.694205 = -5056304.796902
  nChanged 21545
		SP:Iteration 1F (13770.430000 sec): 3 clusters
  Score: Raw -5072495.426893 + Penalty 3491.694205 = -5069003.732688
  nChanged 2154
		SP:Iteration 2Q (13770.850000 sec): 3 clusters
  Score: Raw -5073324.190096 + Penalty 3491.694205 = -5069832.495891
  nChanged 2321
		SP:Iteration 3F (13771.270000 sec): 3 clusters
  Score: Raw -5074348.241379 + Penalty 3491.694205 = -5070856.547174
  nChanged 2507
		SP:Iteration 4F (13771.680000 sec): 3 clusters
  Score: Raw -5075563.859549 + Penalty 3491.694205 = -5072072.165344
  nChanged 2552
		SP:Iteration 5F (13772.070000 sec): 3 clusters
  Score: Raw -5076901.507785 + Penalty 3491.694205 = -5073409.813581
  nChanged 2594
		SP:Iteration 6F (13772.480000 sec): 3 clusters
  Score: Raw -5078465.954642 + Penalty 3491.694205 = -5074974.260437
  nChanged 2555
		SP:Iteration 7F (13772.930000 sec): 3 clusters
  Score: Raw -5080196.312662 + Penalty 3491.694205 = -5076704.618458
  nChanged 2331
		SP:Iteration 8F (13773.350000 sec): 3 clusters
  Score: Raw -5081887.981225 + Penalty 3491.694205 = -5078396.287020
  nChanged 2025
		SP:Iteration 9Q (13773.800000 sec): 3 clusters
  Score: Raw -5083213.548974 + Penalty 3491.694205 = -5079721.854770
  nChanged 1592
		SP:Iteration 10Q (13774.150000 sec): 3 clusters
  Score: Raw -5084125.168102 + Penalty 3491.694205 = -5080633.473897
  nChanged 1145
		SP:Iteration 11Q (13774.520000 sec): 3 clusters
  Score: Raw -5084671.334640 + Penalty 3491.694205 = -5081179.640435
  nChanged 885
		SP:Iteration 12Q (13774.930000 sec): 3 clusters
  Score: Raw -5085037.759840 + Penalty 3491.694205 = -5081546.065635
  nChanged 712
		SP:Iteration 13Q (13775.360000 sec): 3 clusters
  Score: Raw -5085312.096068 + Penalty 3491.694205 = -5081820.401863
  nChanged 653
		SP:Iteration 14Q (13775.720000 sec): 3 clusters
  Score: Raw -5085567.572029 + Penalty 3491.694205 = -5082075.877824
  nChanged 606
		SP:Iteration 15Q (13776.080000 sec): 3 clusters
  Score: Raw -5085798.042069 + Penalty 3491.694205 = -5082306.347865
  nChanged 573
		SP:Iteration 16Q (13776.460000 sec): 3 clusters
  Score: Raw -5086006.314132 + Penalty 3491.694205 = -5082514.619927
  nChanged 535
		SP:Iteration 17Q (13776.810000 sec): 3 clusters
  Score: Raw -5086213.603875 + Penalty 3491.694205 = -5082721.909670
  nChanged 559
		SP:Iteration 18Q (13777.250000 sec): 3 clusters
  Score: Raw -5086434.003756 + Penalty 3491.694205 = -5082942.309551
  nChanged 522
		SP:Iteration 19Q (13777.620000 sec): 3 clusters
  Score: Raw -5086656.265005 + Penalty 3491.694205 = -5083164.570801
  nChanged 521
		SP:Iteration 20F (13778.030000 sec): 3 clusters
  Score: Raw -5086876.714402 + Penalty 3491.694205 = -5083385.020198
  nChanged 506
		SP:Iteration 21Q (13778.480000 sec): 3 clusters
  Score: Raw -5087096.225330 + Penalty 3491.694205 = -5083604.531126
  nChanged 514
		SP:Iteration 22Q (13778.840000 sec): 3 clusters
  Score: Raw -5087322.951017 + Penalty 3491.694205 = -5083831.256812
  nChanged 503
		SP:Iteration 23Q (13779.240000 sec): 3 clusters
  Score: Raw -5087538.612924 + Penalty 3491.694205 = -5084046.918719
  nChanged 462
		SP:Iteration 24Q (13779.680000 sec): 3 clusters
  Score: Raw -5087744.759171 + Penalty 3491.694205 = -5084253.064966
  nChanged 452
		SP:Iteration 25Q (13780.080000 sec): 3 clusters
  Score: Raw -5087950.029075 + Penalty 3491.694205 = -5084458.334871
  nChanged 415
		SP:Iteration 26Q (13780.470000 sec): 3 clusters
  Score: Raw -5088133.756459 + Penalty 3491.694205 = -5084642.062254
  nChanged 402
		SP:Iteration 27Q (13780.870000 sec): 3 clusters
  Score: Raw -5088301.034214 + Penalty 3491.694205 = -5084809.340010
  nChanged 356
		SP:Iteration 28Q (13781.310000 sec): 3 clusters
  Score: Raw -5088452.685579 + Penalty 3491.694205 = -5084960.991375
  nChanged 339
		SP:Iteration 29Q (13781.730000 sec): 3 clusters
  Score: Raw -5088593.108933 + Penalty 3491.694205 = -5085101.414728
  nChanged 304
		SP:Iteration 30Q (13782.160000 sec): 3 clusters
  Score: Raw -5088709.644093 + Penalty 3491.694205 = -5085217.949888
  nChanged 271
		SP:Iteration 31Q (13782.580000 sec): 3 clusters
  Score: Raw -5088814.573391 + Penalty 3491.694205 = -5085322.879187
  nChanged 272
		SP:Iteration 32Q (13782.960000 sec): 3 clusters
  Score: Raw -5088926.023672 + Penalty 3491.694205 = -5085434.329468
  nChanged 279
		SP:Iteration 33Q (13783.350000 sec): 3 clusters
  Score: Raw -5089037.921722 + Penalty 3491.694205 = -5085546.227517
  nChanged 243
		SP:Iteration 34Q (13783.690000 sec): 3 clusters
  Score: Raw -5089143.273304 + Penalty 3491.694205 = -5085651.579099
  nChanged 218
		SP:Iteration 35Q (13784.160000 sec): 3 clusters
  Score: Raw -5089238.765318 + Penalty 3491.694205 = -5085747.071113
  nChanged 177
		SP:Iteration 36Q (13784.550000 sec): 3 clusters
  Score: Raw -5089315.466269 + Penalty 3491.694205 = -5085823.772065
  nChanged 167
		SP:Iteration 37Q (13785.010000 sec): 3 clusters
  Score: Raw -5089386.606676 + Penalty 3491.694205 = -5085894.912471
  nChanged 140
		SP:Iteration 38Q (13785.430000 sec): 3 clusters
  Score: Raw -5089436.732570 + Penalty 3491.694205 = -5085945.038366
  nChanged 102
		SP:Iteration 39Q (13785.810000 sec): 3 clusters
  Score: Raw -5089469.399985 + Penalty 3491.694205 = -5085977.705781
  nChanged 88
		SP:Iteration 40F (13786.210000 sec): 3 clusters
  Score: Raw -5089501.619489 + Penalty 3491.694205 = -5086009.925285
  nChanged 78
		SP:Iteration 41Q (13786.650000 sec): 3 clusters
  Score: Raw -5089527.415867 + Penalty 3491.694205 = -5086035.721663
  nChanged 62
		SP:Iteration 42Q (13787.040000 sec): 3 clusters
  Score: Raw -5089551.801128 + Penalty 3491.694205 = -5086060.106924
  nChanged 57
		SP:Iteration 43Q (13787.430000 sec): 3 clusters
  Score: Raw -5089577.697937 + Penalty 3491.694205 = -5086086.003732
  nChanged 71
		SP:Iteration 44Q (13787.820000 sec): 3 clusters
  Score: Raw -5089607.636351 + Penalty 3491.694205 = -5086115.942147
  nChanged 46
		SP:Iteration 45Q (13788.280000 sec): 3 clusters
  Score: Raw -5089623.715490 + Penalty 3491.694205 = -5086132.021285
  nChanged 33
		SP:Iteration 46Q (13788.620000 sec): 3 clusters
  Score: Raw -5089635.204967 + Penalty 3491.694205 = -5086143.510763
  nChanged 39
		SP:Iteration 47Q (13788.990000 sec): 3 clusters
  Score: Raw -5089649.914302 + Penalty 3491.694205 = -5086158.220098
  nChanged 29
		SP:Iteration 48Q (13789.360000 sec): 3 clusters
  Score: Raw -5089661.412367 + Penalty 3491.694205 = -5086169.718162
  nChanged 27
		SP:Iteration 49Q (13789.750000 sec): 3 clusters
  Score: Raw -5089671.446436 + Penalty 3491.694205 = -5086179.752231
  nChanged 20
		SP:Iteration 50Q (13790.190000 sec): 3 clusters
  Score: Raw -5089676.370223 + Penalty 3491.694205 = -5086184.676018
  nChanged 8
		SP:Iteration 51Q (13790.550000 sec): 3 clusters
  Score: Raw -5089679.837153 + Penalty 3491.694205 = -5086188.142949
  nChanged 12
		SP:Iteration 52Q (13790.940000 sec): 3 clusters
  Score: Raw -5089684.100482 + Penalty 3491.694205 = -5086192.406277
  nChanged 8
		SP:Iteration 53Q (13791.330000 sec): 3 clusters
  Score: Raw -5089686.337011 + Penalty 3491.694205 = -5086194.642806
  nChanged 7
		SP:Iteration 54Q (13791.670000 sec): 3 clusters
  Score: Raw -5089688.204106 + Penalty 3491.694205 = -5086196.509901
  nChanged 6
		SP:Iteration 55Q (13792.080000 sec): 3 clusters
  Score: Raw -5089689.783820 + Penalty 3491.694205 = -5086198.089616
  nChanged 7
		SP:Iteration 56Q (13792.480000 sec): 3 clusters
  Score: Raw -5089691.784170 + Penalty 3491.694205 = -5086200.089965
  nChanged 6
		SP:Iteration 57Q (13792.870000 sec): 3 clusters
  Score: Raw -5089694.287426 + Penalty 3491.694205 = -5086202.593221
  nChanged 7
		SP:Iteration 58Q (13793.290000 sec): 3 clusters
  Score: Raw -5089695.759775 + Penalty 3491.694205 = -5086204.065570
  nChanged 1
		SP:Iteration 59Q (13793.680000 sec): 3 clusters
  Score: Raw -5089695.959028 + Penalty 3491.694205 = -5086204.264824
  nChanged 1
		SP:Iteration 60F (13794.100000 sec): 3 clusters
  Score: Raw -5089696.313131 + Penalty 3491.694205 = -5086204.618926
  nChanged 3
		SP:Iteration 61Q (13794.530000 sec): 3 clusters
  Score: Raw -5089697.298781 + Penalty 3491.694205 = -5086205.604577
  nChanged 7
		SP:Iteration 62Q (13794.920000 sec): 3 clusters
  Score: Raw -5089700.214410 + Penalty 3491.694205 = -5086208.520205
  nChanged 7
		SP:Iteration 63Q (13795.350000 sec): 3 clusters
  Score: Raw -5089702.721185 + Penalty 3491.694205 = -5086211.026981
  nChanged 5
		SP:Iteration 64Q (13795.760000 sec): 3 clusters
  Score: Raw -5089704.341421 + Penalty 3491.694205 = -5086212.647217
  nChanged 5
		SP:Iteration 65Q (13796.210000 sec): 3 clusters
  Score: Raw -5089706.650133 + Penalty 3491.694205 = -5086214.955928
  nChanged 6
		SP:Iteration 66Q (13796.560000 sec): 3 clusters
  Score: Raw -5089709.011540 + Penalty 3491.694205 = -5086217.317336
  nChanged 11
		SP:Iteration 67Q (13796.960000 sec): 3 clusters
  Score: Raw -5089713.332906 + Penalty 3491.694205 = -5086221.638701
  nChanged 7
		SP:Iteration 68Q (13797.330000 sec): 3 clusters
  Score: Raw -5089715.241847 + Penalty 3491.694205 = -5086223.547642
  nChanged 8
		SP:Iteration 69Q (13797.650000 sec): 3 clusters
  Score: Raw -5089717.973736 + Penalty 3491.694205 = -5086226.279532
  nChanged 11
		SP:Iteration 70Q (13798.010000 sec): 3 clusters
  Score: Raw -5089723.122168 + Penalty 3491.694205 = -5086231.427964
  nChanged 13
		SP:Iteration 71Q (13798.370000 sec): 3 clusters
  Score: Raw -5089728.191448 + Penalty 3491.694205 = -5086236.497243
  nChanged 13
		SP:Iteration 72Q (13798.720000 sec): 3 clusters
  Score: Raw -5089732.629453 + Penalty 3491.694205 = -5086240.935248
  nChanged 10
		SP:Iteration 73Q (13799.110000 sec): 3 clusters
  Score: Raw -5089736.250531 + Penalty 3491.694205 = -5086244.556327
  nChanged 9
		SP:Iteration 74Q (13799.450000 sec): 3 clusters
  Score: Raw -5089740.396108 + Penalty 3491.694205 = -5086248.701903
  nChanged 14
		SP:Iteration 75Q (13799.800000 sec): 3 clusters
  Score: Raw -5089746.044095 + Penalty 3491.694205 = -5086254.349890
  nChanged 14
		SP:Iteration 76Q (13800.150000 sec): 3 clusters
  Score: Raw -5089751.012293 + Penalty 3491.694205 = -5086259.318088
  nChanged 12
		SP:Iteration 77Q (13800.500000 sec): 3 clusters
  Score: Raw -5089754.855884 + Penalty 3491.694205 = -5086263.161680
  nChanged 12
		SP:Iteration 78Q (13800.820000 sec): 3 clusters
  Score: Raw -5089757.991892 + Penalty 3491.694205 = -5086266.297687
  nChanged 2
		SP:Iteration 79Q (13801.190000 sec): 3 clusters
  Score: Raw -5089758.274272 + Penalty 3491.694205 = -5086266.580067
  nChanged 1
		SP:Iteration 80F (13801.630000 sec): 3 clusters
  Score: Raw -5089758.433449 + Penalty 3491.694205 = -5086266.739244
  nChanged 1
		SP:Iteration 81Q (13802.000000 sec): 3 clusters
  Score: Raw -5089758.565952 + Penalty 3491.694205 = -5086266.871747
  nChanged 0
		SP:Iteration 82F (13802.400000 sec): 3 clusters
  Score: Raw -5089758.565952 + Penalty 3491.694205 = -5086266.871747
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13802.520000 sec): 2 clusters
  Score: Raw -844306.607881 + Penalty 1453.234846 = -842853.373036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13802.750000 sec): 3 clusters
  Score: Raw -840121.897838 + Penalty 2906.469691 = -837215.428147
  nChanged 3202
		SP:Iteration 1F (13802.990000 sec): 3 clusters
  Score: Raw -841954.098696 + Penalty 2906.469691 = -839047.629005
  nChanged 621
		SP:Iteration 2F (13803.160000 sec): 3 clusters
  Score: Raw -842379.218650 + Penalty 2906.469691 = -839472.748959
  nChanged 561
		SP:Iteration 3F (13803.380000 sec): 3 clusters
  Score: Raw -842780.421667 + Penalty 2906.469691 = -839873.951975
  nChanged 511
		SP:Iteration 4F (13803.590000 sec): 3 clusters
  Score: Raw -843148.204281 + Penalty 2906.469691 = -840241.734589
  nChanged 464
		SP:Iteration 5F (13803.780000 sec): 3 clusters
  Score: Raw -843494.489118 + Penalty 2906.469691 = -840588.019427
  nChanged 424
		SP:Iteration 6F (13803.990000 sec): 3 clusters
  Score: Raw -843807.486981 + Penalty 2906.469691 = -840901.017290
  nChanged 345
		SP:Iteration 7Q (13804.170000 sec): 3 clusters
  Score: Raw -844028.959235 + Penalty 2906.469691 = -841122.489544
  nChanged 256
		SP:Iteration 8Q (13804.370000 sec): 3 clusters
  Score: Raw -844172.057605 + Penalty 2906.469691 = -841265.587914
  nChanged 204
		SP:Iteration 9Q (13804.550000 sec): 3 clusters
  Score: Raw -844269.430615 + Penalty 2906.469691 = -841362.960924
  nChanged 142
		SP:Iteration 10Q (13804.780000 sec): 3 clusters
  Score: Raw -844338.630420 + Penalty 2906.469691 = -841432.160728
  nChanged 128
		SP:Iteration 11Q (13804.960000 sec): 3 clusters
  Score: Raw -844395.172194 + Penalty 2906.469691 = -841488.702503
  nChanged 115
		SP:Iteration 12Q (13805.190000 sec): 3 clusters
  Score: Raw -844447.588263 + Penalty 2906.469691 = -841541.118572
  nChanged 102
		SP:Iteration 13Q (13805.370000 sec): 3 clusters
  Score: Raw -844483.235483 + Penalty 2906.469691 = -841576.765792
  nChanged 82
		SP:Iteration 14Q (13805.580000 sec): 3 clusters
  Score: Raw -844504.293492 + Penalty 2906.469691 = -841597.823800
  nChanged 59
		SP:Iteration 15Q (13805.770000 sec): 3 clusters
  Score: Raw -844519.105142 + Penalty 2906.469691 = -841612.635451
  nChanged 54
		SP:Iteration 16Q (13805.980000 sec): 3 clusters
  Score: Raw -844530.834378 + Penalty 2906.469691 = -841624.364687
  nChanged 49
		SP:Iteration 17Q (13806.200000 sec): 3 clusters
  Score: Raw -844539.981628 + Penalty 2906.469691 = -841633.511937
  nChanged 36
		SP:Iteration 18Q (13806.420000 sec): 3 clusters
  Score: Raw -844547.326585 + Penalty 2906.469691 = -841640.856894
  nChanged 33
		SP:Iteration 19Q (13806.620000 sec): 3 clusters
  Score: Raw -844553.754745 + Penalty 2906.469691 = -841647.285054
  nChanged 33
		SP:Iteration 20F (13806.820000 sec): 3 clusters
  Score: Raw -844559.402547 + Penalty 2906.469691 = -841652.932856
  nChanged 32
		SP:Iteration 21Q (13807.000000 sec): 3 clusters
  Score: Raw -844566.702329 + Penalty 2906.469691 = -841660.232638
  nChanged 37
		SP:Iteration 22Q (13807.200000 sec): 3 clusters
  Score: Raw -844574.492229 + Penalty 2906.469691 = -841668.022537
  nChanged 36
		SP:Iteration 23Q (13807.380000 sec): 3 clusters
  Score: Raw -844581.417482 + Penalty 2906.469691 = -841674.947790
  nChanged 18
		SP:Iteration 24Q (13807.630000 sec): 3 clusters
  Score: Raw -844583.907520 + Penalty 2906.469691 = -841677.437828
  nChanged 14
		SP:Iteration 25Q (13807.840000 sec): 3 clusters
  Score: Raw -844585.760658 + Penalty 2906.469691 = -841679.290966
  nChanged 14
		SP:Iteration 26Q (13808.040000 sec): 3 clusters
  Score: Raw -844587.884697 + Penalty 2906.469691 = -841681.415005
  nChanged 16
		SP:Iteration 27Q (13808.200000 sec): 3 clusters
  Score: Raw -844589.894123 + Penalty 2906.469691 = -841683.424432
  nChanged 14
		SP:Iteration 28Q (13808.400000 sec): 3 clusters
  Score: Raw -844591.977785 + Penalty 2906.469691 = -841685.508094
  nChanged 15
		SP:Iteration 29Q (13808.580000 sec): 3 clusters
  Score: Raw -844593.953128 + Penalty 2906.469691 = -841687.483437
  nChanged 14
		SP:Iteration 30Q (13808.770000 sec): 3 clusters
  Score: Raw -844596.360008 + Penalty 2906.469691 = -841689.890316
  nChanged 18
		SP:Iteration 31Q (13808.990000 sec): 3 clusters
  Score: Raw -844599.965449 + Penalty 2906.469691 = -841693.495757
  nChanged 19
		SP:Iteration 32Q (13809.210000 sec): 3 clusters
  Score: Raw -844603.593952 + Penalty 2906.469691 = -841697.124261
  nChanged 20
		SP:Iteration 33Q (13809.400000 sec): 3 clusters
  Score: Raw -844606.679886 + Penalty 2906.469691 = -841700.210195
  nChanged 28
		SP:Iteration 34Q (13809.590000 sec): 3 clusters
  Score: Raw -844611.312160 + Penalty 2906.469691 = -841704.842469
  nChanged 18
		SP:Iteration 35Q (13809.800000 sec): 3 clusters
  Score: Raw -844614.059273 + Penalty 2906.469691 = -841707.589582
  nChanged 20
		SP:Iteration 36Q (13810.040000 sec): 3 clusters
  Score: Raw -844618.572908 + Penalty 2906.469691 = -841712.103216
  nChanged 31
		SP:Iteration 37Q (13810.250000 sec): 3 clusters
  Score: Raw -844624.483620 + Penalty 2906.469691 = -841718.013928
  nChanged 25
		SP:Iteration 38Q (13810.470000 sec): 3 clusters
  Score: Raw -844629.072930 + Penalty 2906.469691 = -841722.603239
  nChanged 27
		SP:Iteration 39Q (13810.650000 sec): 3 clusters
  Score: Raw -844633.738333 + Penalty 2906.469691 = -841727.268642
  nChanged 21
		SP:Iteration 40F (13810.850000 sec): 3 clusters
  Score: Raw -844636.980267 + Penalty 2906.469691 = -841730.510576
  nChanged 16
		SP:Iteration 41Q (13811.070000 sec): 3 clusters
  Score: Raw -844639.779958 + Penalty 2906.469691 = -841733.310266
  nChanged 18
		SP:Iteration 42Q (13811.230000 sec): 3 clusters
  Score: Raw -844642.602563 + Penalty 2906.469691 = -841736.132871
  nChanged 12
		SP:Iteration 43Q (13811.470000 sec): 3 clusters
  Score: Raw -844644.957925 + Penalty 2906.469691 = -841738.488234
  nChanged 17
		SP:Iteration 44Q (13811.690000 sec): 3 clusters
  Score: Raw -844647.627180 + Penalty 2906.469691 = -841741.157489
  nChanged 23
		SP:Iteration 45Q (13811.880000 sec): 3 clusters
  Score: Raw -844651.349350 + Penalty 2906.469691 = -841744.879659
  nChanged 22
		SP:Iteration 46Q (13812.070000 sec): 3 clusters
  Score: Raw -844655.433712 + Penalty 2906.469691 = -841748.964020
  nChanged 16
		SP:Iteration 47Q (13812.300000 sec): 3 clusters
  Score: Raw -844658.518843 + Penalty 2906.469691 = -841752.049151
  nChanged 20
		SP:Iteration 48Q (13812.490000 sec): 3 clusters
  Score: Raw -844662.453157 + Penalty 2906.469691 = -841755.983466
  nChanged 20
		SP:Iteration 49Q (13812.630000 sec): 3 clusters
  Score: Raw -844665.736223 + Penalty 2906.469691 = -841759.266531
  nChanged 16
		SP:Iteration 50Q (13812.820000 sec): 3 clusters
  Score: Raw -844668.375141 + Penalty 2906.469691 = -841761.905449
  nChanged 21
		SP:Iteration 51Q (13813.000000 sec): 3 clusters
  Score: Raw -844671.664367 + Penalty 2906.469691 = -841765.194676
  nChanged 21
		SP:Iteration 52Q (13813.190000 sec): 3 clusters
  Score: Raw -844674.420777 + Penalty 2906.469691 = -841767.951086
  nChanged 14
		SP:Iteration 53Q (13813.450000 sec): 3 clusters
  Score: Raw -844676.387712 + Penalty 2906.469691 = -841769.918020
  nChanged 9
		SP:Iteration 54Q (13813.630000 sec): 3 clusters
  Score: Raw -844677.494027 + Penalty 2906.469691 = -841771.024335
  nChanged 7
		SP:Iteration 55Q (13813.830000 sec): 3 clusters
  Score: Raw -844678.754234 + Penalty 2906.469691 = -841772.284542
  nChanged 11
		SP:Iteration 56Q (13814.030000 sec): 3 clusters
  Score: Raw -844680.464964 + Penalty 2906.469691 = -841773.995272
  nChanged 8
		SP:Iteration 57Q (13814.240000 sec): 3 clusters
  Score: Raw -844681.275116 + Penalty 2906.469691 = -841774.805424
  nChanged 2
		SP:Iteration 58Q (13814.450000 sec): 3 clusters
  Score: Raw -844681.488708 + Penalty 2906.469691 = -841775.019017
  nChanged 3
		SP:Iteration 59Q (13814.620000 sec): 3 clusters
  Score: Raw -844681.760249 + Penalty 2906.469691 = -841775.290558
  nChanged 3
		SP:Iteration 60F (13814.820000 sec): 3 clusters
  Score: Raw -844682.072760 + Penalty 2906.469691 = -841775.603068
  nChanged 4
		SP:Iteration 61Q (13815.030000 sec): 3 clusters
  Score: Raw -844682.656667 + Penalty 2906.469691 = -841776.186976
  nChanged 6
		SP:Iteration 62Q (13815.220000 sec): 3 clusters
  Score: Raw -844683.455736 + Penalty 2906.469691 = -841776.986044
  nChanged 4
		SP:Iteration 63Q (13815.440000 sec): 3 clusters
  Score: Raw -844684.052984 + Penalty 2906.469691 = -841777.583293
  nChanged 6
		SP:Iteration 64Q (13815.620000 sec): 3 clusters
  Score: Raw -844684.592132 + Penalty 2906.469691 = -841778.122441
  nChanged 2
		SP:Iteration 65Q (13815.770000 sec): 3 clusters
  Score: Raw -844684.836178 + Penalty 2906.469691 = -841778.366486
  nChanged 2
		SP:Iteration 66Q (13815.940000 sec): 3 clusters
  Score: Raw -844685.176158 + Penalty 2906.469691 = -841778.706467
  nChanged 2
		SP:Iteration 67Q (13816.110000 sec): 3 clusters
  Score: Raw -844685.381072 + Penalty 2906.469691 = -841778.911381
  nChanged 0
		SP:Iteration 68F (13816.260000 sec): 3 clusters
  Score: Raw -844685.381072 + Penalty 2906.469691 = -841778.911381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13816.360000 sec): 2 clusters
  Score: Raw -929974.431992 + Penalty 1464.432033 = -928509.999959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13816.560000 sec): 3 clusters
  Score: Raw -925411.343301 + Penalty 2928.864066 = -922482.479235
  nChanged 3487
		SP:Iteration 1F (13816.740000 sec): 3 clusters
  Score: Raw -927347.145813 + Penalty 2928.864066 = -924418.281747
  nChanged 540
		SP:Iteration 2F (13816.930000 sec): 3 clusters
  Score: Raw -927637.800248 + Penalty 2928.864066 = -924708.936182
  nChanged 500
		SP:Iteration 3F (13817.090000 sec): 3 clusters
  Score: Raw -927910.709707 + Penalty 2928.864066 = -924981.845641
  nChanged 467
		SP:Iteration 4F (13817.240000 sec): 3 clusters
  Score: Raw -928194.254531 + Penalty 2928.864066 = -925265.390465
  nChanged 467
		SP:Iteration 5F (13817.450000 sec): 3 clusters
  Score: Raw -928497.891975 + Penalty 2928.864066 = -925569.027909
  nChanged 430
		SP:Iteration 6F (13817.650000 sec): 3 clusters
  Score: Raw -928770.324701 + Penalty 2928.864066 = -925841.460635
  nChanged 354
		SP:Iteration 7Q (13817.860000 sec): 3 clusters
  Score: Raw -928983.631875 + Penalty 2928.864066 = -926054.767809
  nChanged 316
		SP:Iteration 8Q (13818.040000 sec): 3 clusters
  Score: Raw -929187.427606 + Penalty 2928.864066 = -926258.563540
  nChanged 297
		SP:Iteration 9Q (13818.250000 sec): 3 clusters
  Score: Raw -929391.110672 + Penalty 2928.864066 = -926462.246606
  nChanged 229
		SP:Iteration 10Q (13818.440000 sec): 3 clusters
  Score: Raw -929544.862075 + Penalty 2928.864066 = -926615.998009
  nChanged 172
		SP:Iteration 11Q (13818.620000 sec): 3 clusters
  Score: Raw -929658.541051 + Penalty 2928.864066 = -926729.676985
  nChanged 136
		SP:Iteration 12Q (13818.820000 sec): 3 clusters
  Score: Raw -929745.813278 + Penalty 2928.864066 = -926816.949212
  nChanged 118
		SP:Iteration 13Q (13819.050000 sec): 3 clusters
  Score: Raw -929821.846948 + Penalty 2928.864066 = -926892.982882
  nChanged 104
		SP:Iteration 14Q (13819.250000 sec): 3 clusters
  Score: Raw -929892.405155 + Penalty 2928.864066 = -926963.541089
  nChanged 79
		SP:Iteration 15Q (13819.460000 sec): 3 clusters
  Score: Raw -929947.720708 + Penalty 2928.864066 = -927018.856642
  nChanged 63
		SP:Iteration 16Q (13819.700000 sec): 3 clusters
  Score: Raw -929989.901260 + Penalty 2928.864066 = -927061.037195
  nChanged 42
		SP:Iteration 17Q (13819.880000 sec): 3 clusters
  Score: Raw -930016.650167 + Penalty 2928.864066 = -927087.786101
  nChanged 40
		SP:Iteration 18Q (13820.120000 sec): 3 clusters
  Score: Raw -930042.882756 + Penalty 2928.864066 = -927114.018690
  nChanged 31
		SP:Iteration 19Q (13820.330000 sec): 3 clusters
  Score: Raw -930061.739860 + Penalty 2928.864066 = -927132.875795
  nChanged 30
		SP:Iteration 20F (13820.500000 sec): 3 clusters
  Score: Raw -930080.793364 + Penalty 2928.864066 = -927151.929298
  nChanged 22
		SP:Iteration 21Q (13820.690000 sec): 3 clusters
  Score: Raw -930093.894221 + Penalty 2928.864066 = -927165.030155
  nChanged 16
		SP:Iteration 22Q (13820.870000 sec): 3 clusters
  Score: Raw -930102.856081 + Penalty 2928.864066 = -927173.992015
  nChanged 15
		SP:Iteration 23Q (13821.070000 sec): 3 clusters
  Score: Raw -930112.197782 + Penalty 2928.864066 = -927183.333716
  nChanged 10
		SP:Iteration 24Q (13821.240000 sec): 3 clusters
  Score: Raw -930119.053009 + Penalty 2928.864066 = -927190.188943
  nChanged 9
		SP:Iteration 25Q (13821.430000 sec): 3 clusters
  Score: Raw -930126.068779 + Penalty 2928.864066 = -927197.204713
  nChanged 14
		SP:Iteration 26Q (13821.610000 sec): 3 clusters
  Score: Raw -930135.143821 + Penalty 2928.864066 = -927206.279755
  nChanged 9
		SP:Iteration 27Q (13821.860000 sec): 3 clusters
  Score: Raw -930142.118417 + Penalty 2928.864066 = -927213.254351
  nChanged 12
		SP:Iteration 28Q (13822.050000 sec): 3 clusters
  Score: Raw -930150.833267 + Penalty 2928.864066 = -927221.969201
  nChanged 10
		SP:Iteration 29Q (13822.220000 sec): 3 clusters
  Score: Raw -930157.350219 + Penalty 2928.864066 = -927228.486153
  nChanged 10
		SP:Iteration 30Q (13822.430000 sec): 3 clusters
  Score: Raw -930162.792951 + Penalty 2928.864066 = -927233.928885
  nChanged 9
		SP:Iteration 31Q (13822.580000 sec): 3 clusters
  Score: Raw -930167.451280 + Penalty 2928.864066 = -927238.587214
  nChanged 8
		SP:Iteration 32Q (13822.810000 sec): 3 clusters
  Score: Raw -930174.840753 + Penalty 2928.864066 = -927245.976687
  nChanged 10
		SP:Iteration 33Q (13822.990000 sec): 3 clusters
  Score: Raw -930180.348129 + Penalty 2928.864066 = -927251.484063
  nChanged 8
		SP:Iteration 34Q (13823.190000 sec): 3 clusters
  Score: Raw -930185.136939 + Penalty 2928.864066 = -927256.272873
  nChanged 3
		SP:Iteration 35Q (13823.370000 sec): 3 clusters
  Score: Raw -930186.788128 + Penalty 2928.864066 = -927257.924062
  nChanged 1
		SP:Iteration 36Q (13823.550000 sec): 3 clusters
  Score: Raw -930188.322721 + Penalty 2928.864066 = -927259.458655
  nChanged 1
		SP:Iteration 37Q (13823.780000 sec): 3 clusters
  Score: Raw -930189.590012 + Penalty 2928.864066 = -927260.725946
  nChanged 1
		SP:Iteration 38Q (13823.980000 sec): 3 clusters
  Score: Raw -930190.797738 + Penalty 2928.864066 = -927261.933672
  nChanged 0
		SP:Iteration 39F (13824.210000 sec): 3 clusters
  Score: Raw -930190.797738 + Penalty 2928.864066 = -927261.933672
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (10456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13824.300000 sec): 2 clusters
  Score: Raw -1160016.073581 + Penalty 1503.926329 = -1158512.147252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13824.540000 sec): 3 clusters
  Score: Raw -1154075.283838 + Penalty 3007.852658 = -1151067.431180
  nChanged 4581
		SP:Iteration 1F (13824.750000 sec): 3 clusters
  Score: Raw -1156501.965252 + Penalty 3007.852658 = -1153494.112594
  nChanged 680
		SP:Iteration 2F (13824.940000 sec): 3 clusters
  Score: Raw -1156819.794675 + Penalty 3007.852658 = -1153811.942017
  nChanged 557
		SP:Iteration 3F (13825.170000 sec): 3 clusters
  Score: Raw -1157073.070775 + Penalty 3007.852658 = -1154065.218117
  nChanged 520
		SP:Iteration 4Q (13825.390000 sec): 3 clusters
  Score: Raw -1157309.782260 + Penalty 3007.852658 = -1154301.929602
  nChanged 498
		SP:Iteration 5Q (13825.590000 sec): 3 clusters
  Score: Raw -1157557.523982 + Penalty 3007.852658 = -1154549.671324
  nChanged 507
		SP:Iteration 6Q (13825.840000 sec): 3 clusters
  Score: Raw -1157843.501184 + Penalty 3007.852658 = -1154835.648526
  nChanged 504
		SP:Iteration 7Q (13826.000000 sec): 3 clusters
  Score: Raw -1158177.135962 + Penalty 3007.852658 = -1155169.283304
  nChanged 498
		SP:Iteration 8Q (13826.190000 sec): 3 clusters
  Score: Raw -1158518.045860 + Penalty 3007.852658 = -1155510.193202
  nChanged 500
		SP:Iteration 9Q (13826.430000 sec): 3 clusters
  Score: Raw -1158923.827111 + Penalty 3007.852658 = -1155915.974453
  nChanged 429
		SP:Iteration 10Q (13826.660000 sec): 3 clusters
  Score: Raw -1159306.295993 + Penalty 3007.852658 = -1156298.443335
  nChanged 325
		SP:Iteration 11Q (13826.860000 sec): 3 clusters
  Score: Raw -1159587.466318 + Penalty 3007.852658 = -1156579.613660
  nChanged 257
		SP:Iteration 12Q (13827.040000 sec): 3 clusters
  Score: Raw -1159774.667013 + Penalty 3007.852658 = -1156766.814355
  nChanged 165
		SP:Iteration 13Q (13827.260000 sec): 3 clusters
  Score: Raw -1159888.811051 + Penalty 3007.852658 = -1156880.958393
  nChanged 142
		SP:Iteration 14Q (13827.470000 sec): 3 clusters
  Score: Raw -1159994.386249 + Penalty 3007.852658 = -1156986.533591
  nChanged 102
		SP:Iteration 15Q (13827.710000 sec): 3 clusters
  Score: Raw -1160058.861743 + Penalty 3007.852658 = -1157051.009085
  nChanged 73
		SP:Iteration 16Q (13827.890000 sec): 3 clusters
  Score: Raw -1160099.533682 + Penalty 3007.852658 = -1157091.681024
  nChanged 52
		SP:Iteration 17Q (13828.130000 sec): 3 clusters
  Score: Raw -1160127.789742 + Penalty 3007.852658 = -1157119.937084
  nChanged 54
		SP:Iteration 18Q (13828.330000 sec): 3 clusters
  Score: Raw -1160152.773765 + Penalty 3007.852658 = -1157144.921107
  nChanged 38
		SP:Iteration 19Q (13828.520000 sec): 3 clusters
  Score: Raw -1160173.320420 + Penalty 3007.852658 = -1157165.467762
  nChanged 32
		SP:Iteration 20F (13828.750000 sec): 3 clusters
  Score: Raw -1160189.846625 + Penalty 3007.852658 = -1157181.993967
  nChanged 29
		SP:Iteration 21Q (13828.950000 sec): 3 clusters
  Score: Raw -1160202.194222 + Penalty 3007.852658 = -1157194.341564
  nChanged 21
		SP:Iteration 22Q (13829.120000 sec): 3 clusters
  Score: Raw -1160212.980501 + Penalty 3007.852658 = -1157205.127843
  nChanged 16
		SP:Iteration 23Q (13829.370000 sec): 3 clusters
  Score: Raw -1160219.029029 + Penalty 3007.852658 = -1157211.176371
  nChanged 7
		SP:Iteration 24Q (13829.540000 sec): 3 clusters
  Score: Raw -1160221.108302 + Penalty 3007.852658 = -1157213.255644
  nChanged 6
		SP:Iteration 25Q (13829.760000 sec): 3 clusters
  Score: Raw -1160223.444185 + Penalty 3007.852658 = -1157215.591527
  nChanged 4
		SP:Iteration 26Q (13829.970000 sec): 3 clusters
  Score: Raw -1160224.956144 + Penalty 3007.852658 = -1157217.103486
  nChanged 5
		SP:Iteration 27Q (13830.160000 sec): 3 clusters
  Score: Raw -1160226.837847 + Penalty 3007.852658 = -1157218.985189
  nChanged 5
		SP:Iteration 28Q (13830.390000 sec): 3 clusters
  Score: Raw -1160229.204869 + Penalty 3007.852658 = -1157221.352211
  nChanged 4
		SP:Iteration 29Q (13830.600000 sec): 3 clusters
  Score: Raw -1160231.007271 + Penalty 3007.852658 = -1157223.154613
  nChanged 7
		SP:Iteration 30Q (13830.810000 sec): 3 clusters
  Score: Raw -1160234.120589 + Penalty 3007.852658 = -1157226.267931
  nChanged 6
		SP:Iteration 31Q (13830.980000 sec): 3 clusters
  Score: Raw -1160236.732811 + Penalty 3007.852658 = -1157228.880153
  nChanged 8
		SP:Iteration 32Q (13831.160000 sec): 3 clusters
  Score: Raw -1160239.098125 + Penalty 3007.852658 = -1157231.245467
  nChanged 6
		SP:Iteration 33Q (13831.400000 sec): 3 clusters
  Score: Raw -1160241.644137 + Penalty 3007.852658 = -1157233.791479
  nChanged 10
		SP:Iteration 34Q (13831.600000 sec): 3 clusters
  Score: Raw -1160245.886619 + Penalty 3007.852658 = -1157238.033961
  nChanged 8
		SP:Iteration 35Q (13831.810000 sec): 3 clusters
  Score: Raw -1160248.926603 + Penalty 3007.852658 = -1157241.073945
  nChanged 8
		SP:Iteration 36Q (13832.050000 sec): 3 clusters
  Score: Raw -1160252.949050 + Penalty 3007.852658 = -1157245.096392
  nChanged 9
		SP:Iteration 37Q (13832.230000 sec): 3 clusters
  Score: Raw -1160256.243207 + Penalty 3007.852658 = -1157248.390549
  nChanged 7
		SP:Iteration 38Q (13832.460000 sec): 3 clusters
  Score: Raw -1160258.954932 + Penalty 3007.852658 = -1157251.102274
  nChanged 7
		SP:Iteration 39Q (13832.670000 sec): 3 clusters
  Score: Raw -1160261.050232 + Penalty 3007.852658 = -1157253.197574
  nChanged 2
		SP:Iteration 40F (13832.880000 sec): 3 clusters
  Score: Raw -1160261.869793 + Penalty 3007.852658 = -1157254.017135
  nChanged 3
		SP:Iteration 41Q (13833.110000 sec): 3 clusters
  Score: Raw -1160262.820403 + Penalty 3007.852658 = -1157254.967745
  nChanged 1
		SP:Iteration 42Q (13833.320000 sec): 3 clusters
  Score: Raw -1160262.978521 + Penalty 3007.852658 = -1157255.125863
  nChanged 0
		SP:Iteration 43F (13833.490000 sec): 3 clusters
  Score: Raw -1160262.978521 + Penalty 3007.852658 = -1157255.125863
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13833.610000 sec): 2 clusters
  Score: Raw -1234274.704213 + Penalty 1513.331089 = -1232761.373123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13833.810000 sec): 3 clusters
  Score: Raw -1227954.089139 + Penalty 3026.662179 = -1224927.426961
  nChanged 4888
		SP:Iteration 1F (13834.060000 sec): 3 clusters
  Score: Raw -1230516.987042 + Penalty 3026.662179 = -1227490.324864
  nChanged 682
		SP:Iteration 2F (13834.240000 sec): 3 clusters
  Score: Raw -1230820.130351 + Penalty 3026.662179 = -1227793.468173
  nChanged 604
		SP:Iteration 3F (13834.400000 sec): 3 clusters
  Score: Raw -1231115.684517 + Penalty 3026.662179 = -1228089.022338
  nChanged 583
		SP:Iteration 4F (13834.610000 sec): 3 clusters
  Score: Raw -1231389.706501 + Penalty 3026.662179 = -1228363.044323
  nChanged 506
		SP:Iteration 5Q (13834.780000 sec): 3 clusters
  Score: Raw -1231639.709800 + Penalty 3026.662179 = -1228613.047622
  nChanged 543
		SP:Iteration 6Q (13835.000000 sec): 3 clusters
  Score: Raw -1231919.122741 + Penalty 3026.662179 = -1228892.460563
  nChanged 477
		SP:Iteration 7Q (13835.230000 sec): 3 clusters
  Score: Raw -1232157.805696 + Penalty 3026.662179 = -1229131.143518
  nChanged 473
		SP:Iteration 8Q (13835.420000 sec): 3 clusters
  Score: Raw -1232417.674573 + Penalty 3026.662179 = -1229391.012395
  nChanged 399
		SP:Iteration 9Q (13835.620000 sec): 3 clusters
  Score: Raw -1232644.185991 + Penalty 3026.662179 = -1229617.523812
  nChanged 334
		SP:Iteration 10Q (13835.850000 sec): 3 clusters
  Score: Raw -1232854.113099 + Penalty 3026.662179 = -1229827.450921
  nChanged 329
		SP:Iteration 11Q (13836.120000 sec): 3 clusters
  Score: Raw -1233068.809211 + Penalty 3026.662179 = -1230042.147032
  nChanged 328
		SP:Iteration 12Q (13836.310000 sec): 3 clusters
  Score: Raw -1233286.112433 + Penalty 3026.662179 = -1230259.450254
  nChanged 277
		SP:Iteration 13Q (13836.530000 sec): 3 clusters
  Score: Raw -1233492.892409 + Penalty 3026.662179 = -1230466.230230
  nChanged 268
		SP:Iteration 14Q (13836.710000 sec): 3 clusters
  Score: Raw -1233674.243547 + Penalty 3026.662179 = -1230647.581368
  nChanged 237
		SP:Iteration 15Q (13836.870000 sec): 3 clusters
  Score: Raw -1233809.493338 + Penalty 3026.662179 = -1230782.831160
  nChanged 190
		SP:Iteration 16Q (13837.120000 sec): 3 clusters
  Score: Raw -1233918.338017 + Penalty 3026.662179 = -1230891.675838
  nChanged 172
		SP:Iteration 17Q (13837.350000 sec): 3 clusters
  Score: Raw -1234015.119887 + Penalty 3026.662179 = -1230988.457708
  nChanged 145
		SP:Iteration 18Q (13837.620000 sec): 3 clusters
  Score: Raw -1234092.706335 + Penalty 3026.662179 = -1231066.044156
  nChanged 121
		SP:Iteration 19Q (13837.830000 sec): 3 clusters
  Score: Raw -1234165.444302 + Penalty 3026.662179 = -1231138.782123
  nChanged 121
		SP:Iteration 20F (13838.060000 sec): 3 clusters
  Score: Raw -1234245.816102 + Penalty 3026.662179 = -1231219.153923
  nChanged 115
		SP:Iteration 21Q (13838.290000 sec): 3 clusters
  Score: Raw -1234326.125713 + Penalty 3026.662179 = -1231299.463534
  nChanged 113
		SP:Iteration 22Q (13838.490000 sec): 3 clusters
  Score: Raw -1234418.612307 + Penalty 3026.662179 = -1231391.950129
  nChanged 110
		SP:Iteration 23Q (13838.740000 sec): 3 clusters
  Score: Raw -1234501.759165 + Penalty 3026.662179 = -1231475.096986
  nChanged 102
		SP:Iteration 24Q (13838.960000 sec): 3 clusters
  Score: Raw -1234561.339889 + Penalty 3026.662179 = -1231534.677710
  nChanged 77
		SP:Iteration 25Q (13839.150000 sec): 3 clusters
  Score: Raw -1234594.868715 + Penalty 3026.662179 = -1231568.206537
  nChanged 55
		SP:Iteration 26Q (13839.320000 sec): 3 clusters
  Score: Raw -1234615.659686 + Penalty 3026.662179 = -1231588.997507
  nChanged 44
		SP:Iteration 27Q (13839.540000 sec): 3 clusters
  Score: Raw -1234627.666838 + Penalty 3026.662179 = -1231601.004660
  nChanged 29
		SP:Iteration 28Q (13839.770000 sec): 3 clusters
  Score: Raw -1234635.086198 + Penalty 3026.662179 = -1231608.424019
  nChanged 26
		SP:Iteration 29Q (13839.960000 sec): 3 clusters
  Score: Raw -1234642.409072 + Penalty 3026.662179 = -1231615.746893
  nChanged 24
		SP:Iteration 30Q (13840.160000 sec): 3 clusters
  Score: Raw -1234649.489559 + Penalty 3026.662179 = -1231622.827380
  nChanged 17
		SP:Iteration 31Q (13840.390000 sec): 3 clusters
  Score: Raw -1234653.327503 + Penalty 3026.662179 = -1231626.665324
  nChanged 10
		SP:Iteration 32Q (13840.590000 sec): 3 clusters
  Score: Raw -1234655.894610 + Penalty 3026.662179 = -1231629.232432
  nChanged 12
		SP:Iteration 33Q (13840.830000 sec): 3 clusters
  Score: Raw -1234658.556722 + Penalty 3026.662179 = -1231631.894543
  nChanged 5
		SP:Iteration 34Q (13841.030000 sec): 3 clusters
  Score: Raw -1234659.729169 + Penalty 3026.662179 = -1231633.066990
  nChanged 4
		SP:Iteration 35Q (13841.240000 sec): 3 clusters
  Score: Raw -1234660.454552 + Penalty 3026.662179 = -1231633.792373
  nChanged 3
		SP:Iteration 36Q (13841.480000 sec): 3 clusters
  Score: Raw -1234661.139938 + Penalty 3026.662179 = -1231634.477759
  nChanged 1
		SP:Iteration 37Q (13841.690000 sec): 3 clusters
  Score: Raw -1234661.486297 + Penalty 3026.662179 = -1231634.824118
  nChanged 0
		SP:Iteration 38F (13841.920000 sec): 3 clusters
  Score: Raw -1234661.486297 + Penalty 3026.662179 = -1231634.824118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (5086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13842.070000 sec): 2 clusters
  Score: Raw -554311.398683 + Penalty 1386.815129 = -552924.583555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13842.220000 sec): 3 clusters
  Score: Raw -551644.373998 + Penalty 2773.630257 = -548870.743741
  nChanged 2085
		SP:Iteration 1F (13842.420000 sec): 3 clusters
  Score: Raw -552916.662839 + Penalty 2773.630257 = -550143.032582
  nChanged 469
		SP:Iteration 2F (13842.630000 sec): 3 clusters
  Score: Raw -553235.891462 + Penalty 2773.630257 = -550462.261205
  nChanged 357
		SP:Iteration 3F (13842.790000 sec): 3 clusters
  Score: Raw -553495.303403 + Penalty 2773.630257 = -550721.673145
  nChanged 319
		SP:Iteration 4F (13843.030000 sec): 3 clusters
  Score: Raw -553735.697475 + Penalty 2773.630257 = -550962.067218
  nChanged 281
		SP:Iteration 5F (13843.210000 sec): 3 clusters
  Score: Raw -553920.887454 + Penalty 2773.630257 = -551147.257196
  nChanged 213
		SP:Iteration 6Q (13843.370000 sec): 3 clusters
  Score: Raw -554046.603710 + Penalty 2773.630257 = -551272.973452
  nChanged 155
		SP:Iteration 7Q (13843.570000 sec): 3 clusters
  Score: Raw -554117.325308 + Penalty 2773.630257 = -551343.695051
  nChanged 109
		SP:Iteration 8Q (13843.760000 sec): 3 clusters
  Score: Raw -554159.575951 + Penalty 2773.630257 = -551385.945693
  nChanged 75
		SP:Iteration 9Q (13843.960000 sec): 3 clusters
  Score: Raw -554181.983983 + Penalty 2773.630257 = -551408.353726
  nChanged 50
		SP:Iteration 10Q (13844.160000 sec): 3 clusters
  Score: Raw -554198.186811 + Penalty 2773.630257 = -551424.556554
  nChanged 35
		SP:Iteration 11Q (13844.350000 sec): 3 clusters
  Score: Raw -554208.877780 + Penalty 2773.630257 = -551435.247523
  nChanged 36
		SP:Iteration 12Q (13844.540000 sec): 3 clusters
  Score: Raw -554218.916407 + Penalty 2773.630257 = -551445.286150
  nChanged 25
		SP:Iteration 13Q (13844.720000 sec): 3 clusters
  Score: Raw -554225.340944 + Penalty 2773.630257 = -551451.710686
  nChanged 23
		SP:Iteration 14Q (13844.920000 sec): 3 clusters
  Score: Raw -554230.334597 + Penalty 2773.630257 = -551456.704339
  nChanged 19
		SP:Iteration 15Q (13845.140000 sec): 3 clusters
  Score: Raw -554234.426071 + Penalty 2773.630257 = -551460.795813
  nChanged 11
		SP:Iteration 16Q (13845.300000 sec): 3 clusters
  Score: Raw -554237.341902 + Penalty 2773.630257 = -551463.711644
  nChanged 15
		SP:Iteration 17Q (13845.510000 sec): 3 clusters
  Score: Raw -554239.842254 + Penalty 2773.630257 = -551466.211996
  nChanged 5
		SP:Iteration 18Q (13845.710000 sec): 3 clusters
  Score: Raw -554240.909450 + Penalty 2773.630257 = -551467.279192
  nChanged 3
		SP:Iteration 19Q (13845.920000 sec): 3 clusters
  Score: Raw -554241.715555 + Penalty 2773.630257 = -551468.085297
  nChanged 3
		SP:Iteration 20F (13846.110000 sec): 3 clusters
  Score: Raw -554242.193729 + Penalty 2773.630257 = -551468.563472
  nChanged 3
		SP:Iteration 21Q (13846.280000 sec): 3 clusters
  Score: Raw -554242.741468 + Penalty 2773.630257 = -551469.111210
  nChanged 2
		SP:Iteration 22Q (13846.480000 sec): 3 clusters
  Score: Raw -554242.982003 + Penalty 2773.630257 = -551469.351745
  nChanged 1
		SP:Iteration 23Q (13846.620000 sec): 3 clusters
  Score: Raw -554243.103546 + Penalty 2773.630257 = -551469.473288
  nChanged 5
		SP:Iteration 24Q (13846.870000 sec): 3 clusters
  Score: Raw -554243.844297 + Penalty 2773.630257 = -551470.214040
  nChanged 2
		SP:Iteration 25Q (13847.080000 sec): 3 clusters
  Score: Raw -554244.261188 + Penalty 2773.630257 = -551470.630930
  nChanged 6
		SP:Iteration 26Q (13847.230000 sec): 3 clusters
  Score: Raw -554245.263831 + Penalty 2773.630257 = -551471.633573
  nChanged 4
		SP:Iteration 27Q (13847.380000 sec): 3 clusters
  Score: Raw -554246.473926 + Penalty 2773.630257 = -551472.843669
  nChanged 11
		SP:Iteration 28Q (13847.560000 sec): 3 clusters
  Score: Raw -554249.655806 + Penalty 2773.630257 = -551476.025548
  nChanged 7
		SP:Iteration 29Q (13847.740000 sec): 3 clusters
  Score: Raw -554251.488483 + Penalty 2773.630257 = -551477.858226
  nChanged 6
		SP:Iteration 30Q (13847.920000 sec): 3 clusters
  Score: Raw -554252.607181 + Penalty 2773.630257 = -551478.976923
  nChanged 5
		SP:Iteration 31Q (13848.090000 sec): 3 clusters
  Score: Raw -554253.382768 + Penalty 2773.630257 = -551479.752510
  nChanged 5
		SP:Iteration 32Q (13848.260000 sec): 3 clusters
  Score: Raw -554254.637276 + Penalty 2773.630257 = -551481.007019
  nChanged 8
		SP:Iteration 33Q (13848.460000 sec): 3 clusters
  Score: Raw -554255.969156 + Penalty 2773.630257 = -551482.338898
  nChanged 6
		SP:Iteration 34Q (13848.620000 sec): 3 clusters
  Score: Raw -554257.122238 + Penalty 2773.630257 = -551483.491981
  nChanged 6
		SP:Iteration 35Q (13848.780000 sec): 3 clusters
  Score: Raw -554258.640948 + Penalty 2773.630257 = -551485.010690
  nChanged 8
		SP:Iteration 36Q (13848.940000 sec): 3 clusters
  Score: Raw -554260.954306 + Penalty 2773.630257 = -551487.324048
  nChanged 11
		SP:Iteration 37Q (13849.100000 sec): 3 clusters
  Score: Raw -554262.945077 + Penalty 2773.630257 = -551489.314820
  nChanged 6
		SP:Iteration 38Q (13849.270000 sec): 3 clusters
  Score: Raw -554264.312327 + Penalty 2773.630257 = -551490.682069
  nChanged 9
		SP:Iteration 39Q (13849.440000 sec): 3 clusters
  Score: Raw -554266.176249 + Penalty 2773.630257 = -551492.545991
  nChanged 9
		SP:Iteration 40F (13849.650000 sec): 3 clusters
  Score: Raw -554268.619723 + Penalty 2773.630257 = -551494.989466
  nChanged 8
		SP:Iteration 41Q (13849.840000 sec): 3 clusters
  Score: Raw -554270.336544 + Penalty 2773.630257 = -551496.706287
  nChanged 7
		SP:Iteration 42Q (13850.020000 sec): 3 clusters
  Score: Raw -554271.391101 + Penalty 2773.630257 = -551497.760843
  nChanged 3
		SP:Iteration 43Q (13850.210000 sec): 3 clusters
  Score: Raw -554271.982805 + Penalty 2773.630257 = -551498.352547
  nChanged 3
		SP:Iteration 44Q (13850.410000 sec): 3 clusters
  Score: Raw -554272.391816 + Penalty 2773.630257 = -551498.761559
  nChanged 3
		SP:Iteration 45Q (13850.640000 sec): 3 clusters
  Score: Raw -554272.829452 + Penalty 2773.630257 = -551499.199194
  nChanged 1
		SP:Iteration 46Q (13850.790000 sec): 3 clusters
  Score: Raw -554272.939618 + Penalty 2773.630257 = -551499.309361
  nChanged 1
		SP:Iteration 47Q (13851.030000 sec): 3 clusters
  Score: Raw -554273.016122 + Penalty 2773.630257 = -551499.385864
  nChanged 1
		SP:Iteration 48Q (13851.190000 sec): 3 clusters
  Score: Raw -554273.154041 + Penalty 2773.630257 = -551499.523783
  nChanged 0
		SP:Iteration 49F (13851.410000 sec): 3 clusters
  Score: Raw -554273.154041 + Penalty 2773.630257 = -551499.523783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13851.510000 sec): 2 clusters
  Score: Raw -642116.297588 + Penalty 1410.995065 = -640705.302523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13851.690000 sec): 3 clusters
  Score: Raw -639002.723978 + Penalty 2821.990131 = -636180.733847
  nChanged 2427
		SP:Iteration 1F (13851.850000 sec): 3 clusters
  Score: Raw -640348.455684 + Penalty 2821.990131 = -637526.465553
  nChanged 408
		SP:Iteration 2F (13852.040000 sec): 3 clusters
  Score: Raw -640579.961101 + Penalty 2821.990131 = -637757.970970
  nChanged 320
		SP:Iteration 3F (13852.210000 sec): 3 clusters
  Score: Raw -640741.613209 + Penalty 2821.990131 = -637919.623079
  nChanged 280
		SP:Iteration 4Q (13852.370000 sec): 3 clusters
  Score: Raw -640902.919452 + Penalty 2821.990131 = -638080.929321
  nChanged 256
		SP:Iteration 5Q (13852.550000 sec): 3 clusters
  Score: Raw -641067.396018 + Penalty 2821.990131 = -638245.405887
  nChanged 258
		SP:Iteration 6Q (13852.750000 sec): 3 clusters
  Score: Raw -641240.384923 + Penalty 2821.990131 = -638418.394793
  nChanged 249
		SP:Iteration 7Q (13852.950000 sec): 3 clusters
  Score: Raw -641408.491039 + Penalty 2821.990131 = -638586.500908
  nChanged 249
		SP:Iteration 8Q (13853.130000 sec): 3 clusters
  Score: Raw -641564.859243 + Penalty 2821.990131 = -638742.869113
  nChanged 239
		SP:Iteration 9Q (13853.330000 sec): 3 clusters
  Score: Raw -641714.173592 + Penalty 2821.990131 = -638892.183461
  nChanged 220
		SP:Iteration 10Q (13853.520000 sec): 3 clusters
  Score: Raw -641847.278659 + Penalty 2821.990131 = -639025.288529
  nChanged 179
		SP:Iteration 11Q (13853.730000 sec): 3 clusters
  Score: Raw -641958.872637 + Penalty 2821.990131 = -639136.882506
  nChanged 182
		SP:Iteration 12Q (13853.960000 sec): 3 clusters
  Score: Raw -642067.555916 + Penalty 2821.990131 = -639245.565785
  nChanged 162
		SP:Iteration 13Q (13854.120000 sec): 3 clusters
  Score: Raw -642162.859363 + Penalty 2821.990131 = -639340.869232
  nChanged 151
		SP:Iteration 14Q (13854.330000 sec): 3 clusters
  Score: Raw -642251.377021 + Penalty 2821.990131 = -639429.386891
  nChanged 130
		SP:Iteration 15Q (13854.510000 sec): 3 clusters
  Score: Raw -642325.981161 + Penalty 2821.990131 = -639503.991031
  nChanged 135
		SP:Iteration 16Q (13854.710000 sec): 3 clusters
  Score: Raw -642419.440337 + Penalty 2821.990131 = -639597.450206
  nChanged 131
		SP:Iteration 17Q (13854.930000 sec): 3 clusters
  Score: Raw -642505.854499 + Penalty 2821.990131 = -639683.864368
  nChanged 117
		SP:Iteration 18Q (13855.100000 sec): 3 clusters
  Score: Raw -642586.754563 + Penalty 2821.990131 = -639764.764432
  nChanged 95
		SP:Iteration 19Q (13855.310000 sec): 3 clusters
  Score: Raw -642642.091235 + Penalty 2821.990131 = -639820.101105
  nChanged 79
		SP:Iteration 20F (13855.510000 sec): 3 clusters
  Score: Raw -642686.154593 + Penalty 2821.990131 = -639864.164462
  nChanged 71
		SP:Iteration 21Q (13855.730000 sec): 3 clusters
  Score: Raw -642731.591793 + Penalty 2821.990131 = -639909.601663
  nChanged 61
		SP:Iteration 22Q (13855.910000 sec): 3 clusters
  Score: Raw -642770.339299 + Penalty 2821.990131 = -639948.349169
  nChanged 58
		SP:Iteration 23Q (13856.110000 sec): 3 clusters
  Score: Raw -642804.601503 + Penalty 2821.990131 = -639982.611372
  nChanged 41
		SP:Iteration 24Q (13856.290000 sec): 3 clusters
  Score: Raw -642826.071226 + Penalty 2821.990131 = -640004.081096
  nChanged 32
		SP:Iteration 25Q (13856.500000 sec): 3 clusters
  Score: Raw -642844.120541 + Penalty 2821.990131 = -640022.130410
  nChanged 28
		SP:Iteration 26Q (13856.670000 sec): 3 clusters
  Score: Raw -642857.592595 + Penalty 2821.990131 = -640035.602464
  nChanged 24
		SP:Iteration 27Q (13856.870000 sec): 3 clusters
  Score: Raw -642868.662754 + Penalty 2821.990131 = -640046.672623
  nChanged 22
		SP:Iteration 28Q (13857.050000 sec): 3 clusters
  Score: Raw -642881.006241 + Penalty 2821.990131 = -640059.016111
  nChanged 19
		SP:Iteration 29Q (13857.280000 sec): 3 clusters
  Score: Raw -642891.538649 + Penalty 2821.990131 = -640069.548519
  nChanged 17
		SP:Iteration 30Q (13857.480000 sec): 3 clusters
  Score: Raw -642898.905803 + Penalty 2821.990131 = -640076.915672
  nChanged 12
		SP:Iteration 31Q (13857.670000 sec): 3 clusters
  Score: Raw -642903.423663 + Penalty 2821.990131 = -640081.433532
  nChanged 6
		SP:Iteration 32Q (13857.870000 sec): 3 clusters
  Score: Raw -642904.992462 + Penalty 2821.990131 = -640083.002332
  nChanged 3
		SP:Iteration 33Q (13858.060000 sec): 3 clusters
  Score: Raw -642905.604522 + Penalty 2821.990131 = -640083.614391
  nChanged 1
		SP:Iteration 34Q (13858.240000 sec): 3 clusters
  Score: Raw -642905.721700 + Penalty 2821.990131 = -640083.731570
  nChanged 1
		SP:Iteration 35Q (13858.430000 sec): 3 clusters
  Score: Raw -642905.803143 + Penalty 2821.990131 = -640083.813013
  nChanged 2
		SP:Iteration 36Q (13858.660000 sec): 3 clusters
  Score: Raw -642906.077424 + Penalty 2821.990131 = -640084.087293
  nChanged 2
		SP:Iteration 37Q (13858.840000 sec): 3 clusters
  Score: Raw -642906.236597 + Penalty 2821.990131 = -640084.246467
  nChanged 0
		SP:Iteration 38F (13859.040000 sec): 3 clusters
  Score: Raw -642906.236597 + Penalty 2821.990131 = -640084.246467
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13859.120000 sec): 2 clusters
  Score: Raw -573095.664020 + Penalty 1389.382723 = -571706.281297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13859.320000 sec): 3 clusters
  Score: Raw -570445.710946 + Penalty 2778.765447 = -567666.945499
  nChanged 2072
		SP:Iteration 1F (13859.480000 sec): 3 clusters
  Score: Raw -571582.121766 + Penalty 2778.765447 = -568803.356319
  nChanged 386
		SP:Iteration 2F (13859.630000 sec): 3 clusters
  Score: Raw -571803.547898 + Penalty 2778.765447 = -569024.782452
  nChanged 283
		SP:Iteration 3F (13859.800000 sec): 3 clusters
  Score: Raw -571971.517354 + Penalty 2778.765447 = -569192.751907
  nChanged 267
		SP:Iteration 4F (13859.980000 sec): 3 clusters
  Score: Raw -572139.646979 + Penalty 2778.765447 = -569360.881532
  nChanged 252
		SP:Iteration 5Q (13860.180000 sec): 3 clusters
  Score: Raw -572290.358504 + Penalty 2778.765447 = -569511.593058
  nChanged 230
		SP:Iteration 6Q (13860.380000 sec): 3 clusters
  Score: Raw -572436.687604 + Penalty 2778.765447 = -569657.922158
  nChanged 227
		SP:Iteration 7Q (13860.580000 sec): 3 clusters
  Score: Raw -572591.217662 + Penalty 2778.765447 = -569812.452215
  nChanged 234
		SP:Iteration 8Q (13860.760000 sec): 3 clusters
  Score: Raw -572755.583324 + Penalty 2778.765447 = -569976.817877
  nChanged 199
		SP:Iteration 9Q (13860.990000 sec): 3 clusters
  Score: Raw -572897.070436 + Penalty 2778.765447 = -570118.304989
  nChanged 163
		SP:Iteration 10Q (13861.190000 sec): 3 clusters
  Score: Raw -572993.707135 + Penalty 2778.765447 = -570214.941688
  nChanged 123
		SP:Iteration 11Q (13861.360000 sec): 3 clusters
  Score: Raw -573073.091801 + Penalty 2778.765447 = -570294.326355
  nChanged 96
		SP:Iteration 12Q (13861.510000 sec): 3 clusters
  Score: Raw -573120.580397 + Penalty 2778.765447 = -570341.814950
  nChanged 60
		SP:Iteration 13Q (13861.730000 sec): 3 clusters
  Score: Raw -573151.515964 + Penalty 2778.765447 = -570372.750517
  nChanged 63
		SP:Iteration 14Q (13861.900000 sec): 3 clusters
  Score: Raw -573180.902552 + Penalty 2778.765447 = -570402.137106
  nChanged 52
		SP:Iteration 15Q (13862.070000 sec): 3 clusters
  Score: Raw -573201.460641 + Penalty 2778.765447 = -570422.695195
  nChanged 37
		SP:Iteration 16Q (13862.260000 sec): 3 clusters
  Score: Raw -573218.697477 + Penalty 2778.765447 = -570439.932030
  nChanged 41
		SP:Iteration 17Q (13862.450000 sec): 3 clusters
  Score: Raw -573236.240546 + Penalty 2778.765447 = -570457.475099
  nChanged 34
		SP:Iteration 18Q (13862.650000 sec): 3 clusters
  Score: Raw -573250.078036 + Penalty 2778.765447 = -570471.312589
  nChanged 24
		SP:Iteration 19Q (13862.840000 sec): 3 clusters
  Score: Raw -573257.889372 + Penalty 2778.765447 = -570479.123925
  nChanged 20
		SP:Iteration 20F (13863.030000 sec): 3 clusters
  Score: Raw -573266.279684 + Penalty 2778.765447 = -570487.514237
  nChanged 24
		SP:Iteration 21Q (13863.240000 sec): 3 clusters
  Score: Raw -573275.700378 + Penalty 2778.765447 = -570496.934932
  nChanged 16
		SP:Iteration 22Q (13863.410000 sec): 3 clusters
  Score: Raw -573281.272891 + Penalty 2778.765447 = -570502.507444
  nChanged 9
		SP:Iteration 23Q (13863.590000 sec): 3 clusters
  Score: Raw -573284.085507 + Penalty 2778.765447 = -570505.320060
  nChanged 4
		SP:Iteration 24Q (13863.790000 sec): 3 clusters
  Score: Raw -573285.899895 + Penalty 2778.765447 = -570507.134448
  nChanged 6
		SP:Iteration 25Q (13863.980000 sec): 3 clusters
  Score: Raw -573287.440980 + Penalty 2778.765447 = -570508.675533
  nChanged 6
		SP:Iteration 26Q (13864.150000 sec): 3 clusters
  Score: Raw -573288.727278 + Penalty 2778.765447 = -570509.961831
  nChanged 1
		SP:Iteration 27Q (13864.330000 sec): 3 clusters
  Score: Raw -573289.015653 + Penalty 2778.765447 = -570510.250206
  nChanged 0
		SP:Iteration 28F (13864.530000 sec): 3 clusters
  Score: Raw -573289.015653 + Penalty 2778.765447 = -570510.250206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (237109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13865.620000 sec): 2 clusters
  Score: Raw -27000608.712487 + Penalty 2011.144725 = -26998597.567762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13866.750000 sec): 3 clusters
  Score: Raw -26842811.389124 + Penalty 4022.289450 = -26838789.099674
  nChanged 115711
		SP:Iteration 1F (13867.940000 sec): 3 clusters
  Score: Raw -26911509.530551 + Penalty 4022.289450 = -26907487.241101
  nChanged 6294
		SP:Iteration 2Q (13869.210000 sec): 3 clusters
  Score: Raw -26912770.488003 + Penalty 4022.289450 = -26908748.198553
  nChanged 6620
		SP:Iteration 3Q (13870.420000 sec): 3 clusters
  Score: Raw -26914278.341631 + Penalty 4022.289450 = -26910256.052181
  nChanged 7327
		SP:Iteration 4Q (13871.670000 sec): 3 clusters
  Score: Raw -26916294.890254 + Penalty 4022.289450 = -26912272.600804
  nChanged 8586
		SP:Iteration 5Q (13872.830000 sec): 3 clusters
  Score: Raw -26919236.768896 + Penalty 4022.289450 = -26915214.479446
  nChanged 10273
		SP:Iteration 6Q (13874.180000 sec): 3 clusters
  Score: Raw -26923745.315297 + Penalty 4022.289450 = -26919723.025848
  nChanged 12691
		SP:Iteration 7F (13875.390000 sec): 3 clusters
  Score: Raw -26931069.462940 + Penalty 4022.289450 = -26927047.173491
  nChanged 14753
		SP:Iteration 8F (13876.630000 sec): 3 clusters
  Score: Raw -26942101.681334 + Penalty 4022.289450 = -26938079.391884
  nChanged 15600
		SP:Iteration 9F (13877.890000 sec): 3 clusters
  Score: Raw -26955921.243759 + Penalty 4022.289450 = -26951898.954309
  nChanged 14080
		SP:Iteration 10F (13879.130000 sec): 3 clusters
  Score: Raw -26966834.943919 + Penalty 4022.289450 = -26962812.654469
  nChanged 10186
		SP:Iteration 11Q (13880.290000 sec): 3 clusters
  Score: Raw -26972325.639499 + Penalty 4022.289450 = -26968303.350049
  nChanged 6680
		SP:Iteration 12Q (13881.420000 sec): 3 clusters
  Score: Raw -26975308.727230 + Penalty 4022.289450 = -26971286.437780
  nChanged 5363
		SP:Iteration 13Q (13882.500000 sec): 3 clusters
  Score: Raw -26977775.644842 + Penalty 4022.289450 = -26973753.355392
  nChanged 5058
		SP:Iteration 14Q (13883.700000 sec): 3 clusters
  Score: Raw -26980167.711149 + Penalty 4022.289450 = -26976145.421699
  nChanged 4825
		SP:Iteration 15Q (13884.880000 sec): 3 clusters
  Score: Raw -26982545.785138 + Penalty 4022.289450 = -26978523.495688
  nChanged 4656
		SP:Iteration 16Q (13886.220000 sec): 3 clusters
  Score: Raw -26984970.797199 + Penalty 4022.289450 = -26980948.507749
  nChanged 4332
		SP:Iteration 17Q (13887.390000 sec): 3 clusters
  Score: Raw -26987310.607665 + Penalty 4022.289450 = -26983288.318215
  nChanged 3890
		SP:Iteration 18Q (13888.780000 sec): 3 clusters
  Score: Raw -26989403.211915 + Penalty 4022.289450 = -26985380.922465
  nChanged 3549
		SP:Iteration 19Q (13890.070000 sec): 3 clusters
  Score: Raw -26991281.177436 + Penalty 4022.289450 = -26987258.887987
  nChanged 3156
		SP:Iteration 20F (13891.420000 sec): 3 clusters
  Score: Raw -26992866.718305 + Penalty 4022.289450 = -26988844.428855
  nChanged 2798
		SP:Iteration 21Q (13892.700000 sec): 3 clusters
  Score: Raw -26994224.713825 + Penalty 4022.289450 = -26990202.424376
  nChanged 2521
		SP:Iteration 22Q (13893.860000 sec): 3 clusters
  Score: Raw -26995397.478438 + Penalty 4022.289450 = -26991375.188988
  nChanged 2179
		SP:Iteration 23Q (13895.290000 sec): 3 clusters
  Score: Raw -26996338.267050 + Penalty 4022.289450 = -26992315.977600
  nChanged 1891
		SP:Iteration 24Q (13896.490000 sec): 3 clusters
  Score: Raw -26997130.792397 + Penalty 4022.289450 = -26993108.502947
  nChanged 1674
		SP:Iteration 25Q (13897.910000 sec): 3 clusters
  Score: Raw -26997789.843239 + Penalty 4022.289450 = -26993767.553789
  nChanged 1444
		SP:Iteration 26Q (13899.220000 sec): 3 clusters
  Score: Raw -26998345.608870 + Penalty 4022.289450 = -26994323.319420
  nChanged 1301
		SP:Iteration 27Q (13900.290000 sec): 3 clusters
  Score: Raw -26998845.225690 + Penalty 4022.289450 = -26994822.936240
  nChanged 1140
		SP:Iteration 28Q (13901.590000 sec): 3 clusters
  Score: Raw -26999265.665526 + Penalty 4022.289450 = -26995243.376077
  nChanged 996
		SP:Iteration 29Q (13902.630000 sec): 3 clusters
  Score: Raw -26999624.027718 + Penalty 4022.289450 = -26995601.738268
  nChanged 850
		SP:Iteration 30Q (13903.840000 sec): 3 clusters
  Score: Raw -26999923.773300 + Penalty 4022.289450 = -26995901.483850
  nChanged 767
		SP:Iteration 31Q (13905.210000 sec): 3 clusters
  Score: Raw -27000190.985172 + Penalty 4022.289450 = -26996168.695722
  nChanged 691
		SP:Iteration 32Q (13906.260000 sec): 3 clusters
  Score: Raw -27000435.351113 + Penalty 4022.289450 = -26996413.061663
  nChanged 593
		SP:Iteration 33Q (13907.520000 sec): 3 clusters
  Score: Raw -27000635.535472 + Penalty 4022.289450 = -26996613.246023
  nChanged 482
		SP:Iteration 34Q (13908.640000 sec): 3 clusters
  Score: Raw -27000787.050213 + Penalty 4022.289450 = -26996764.760763
  nChanged 379
		SP:Iteration 35Q (13909.860000 sec): 3 clusters
  Score: Raw -27000893.338167 + Penalty 4022.289450 = -26996871.048717
  nChanged 316
		SP:Iteration 36Q (13911.170000 sec): 3 clusters
  Score: Raw -27000977.491121 + Penalty 4022.289450 = -26996955.201671
  nChanged 284
		SP:Iteration 37Q (13912.250000 sec): 3 clusters
  Score: Raw -27001051.729481 + Penalty 4022.289450 = -26997029.440032
  nChanged 244
		SP:Iteration 38Q (13913.390000 sec): 3 clusters
  Score: Raw -27001116.040707 + Penalty 4022.289450 = -26997093.751257
  nChanged 197
		SP:Iteration 39Q (13914.520000 sec): 3 clusters
  Score: Raw -27001159.806292 + Penalty 4022.289450 = -26997137.516842
  nChanged 158
		SP:Iteration 40F (13915.650000 sec): 3 clusters
  Score: Raw -27001194.922496 + Penalty 4022.289450 = -26997172.633046
  nChanged 126
		SP:Iteration 41Q (13916.820000 sec): 3 clusters
  Score: Raw -27001221.674440 + Penalty 4022.289450 = -26997199.384990
  nChanged 105
		SP:Iteration 42Q (13917.820000 sec): 3 clusters
  Score: Raw -27001241.573568 + Penalty 4022.289450 = -26997219.284118
  nChanged 100
		SP:Iteration 43Q (13918.880000 sec): 3 clusters
  Score: Raw -27001261.095089 + Penalty 4022.289450 = -26997238.805639
  nChanged 88
		SP:Iteration 44Q (13920.000000 sec): 3 clusters
  Score: Raw -27001275.928132 + Penalty 4022.289450 = -26997253.638683
  nChanged 75
		SP:Iteration 45Q (13921.200000 sec): 3 clusters
  Score: Raw -27001288.520763 + Penalty 4022.289450 = -26997266.231313
  nChanged 60
		SP:Iteration 46Q (13922.420000 sec): 3 clusters
  Score: Raw -27001298.159510 + Penalty 4022.289450 = -26997275.870060
  nChanged 51
		SP:Iteration 47Q (13923.560000 sec): 3 clusters
  Score: Raw -27001304.875629 + Penalty 4022.289450 = -26997282.586180
  nChanged 28
		SP:Iteration 48Q (13924.810000 sec): 3 clusters
  Score: Raw -27001308.529536 + Penalty 4022.289450 = -26997286.240086
  nChanged 34
		SP:Iteration 49Q (13926.020000 sec): 3 clusters
  Score: Raw -27001312.880391 + Penalty 4022.289450 = -26997290.590942
  nChanged 32
		SP:Iteration 50Q (13927.190000 sec): 3 clusters
  Score: Raw -27001317.485689 + Penalty 4022.289450 = -26997295.196239
  nChanged 29
		SP:Iteration 51Q (13928.240000 sec): 3 clusters
  Score: Raw -27001320.572878 + Penalty 4022.289450 = -26997298.283428
  nChanged 24
		SP:Iteration 52Q (13929.130000 sec): 3 clusters
  Score: Raw -27001323.375520 + Penalty 4022.289450 = -26997301.086070
  nChanged 21
		SP:Iteration 53Q (13930.050000 sec): 3 clusters
  Score: Raw -27001325.962973 + Penalty 4022.289450 = -26997303.673523
  nChanged 19
		SP:Iteration 54Q (13930.940000 sec): 3 clusters
  Score: Raw -27001328.217661 + Penalty 4022.289450 = -26997305.928212
  nChanged 18
		SP:Iteration 55Q (13931.790000 sec): 3 clusters
  Score: Raw -27001330.288643 + Penalty 4022.289450 = -26997307.999194
  nChanged 15
		SP:Iteration 56Q (13932.720000 sec): 3 clusters
  Score: Raw -27001331.904772 + Penalty 4022.289450 = -26997309.615322
  nChanged 10
		SP:Iteration 57Q (13933.620000 sec): 3 clusters
  Score: Raw -27001333.240426 + Penalty 4022.289450 = -26997310.950977
  nChanged 12
		SP:Iteration 58Q (13934.820000 sec): 3 clusters
  Score: Raw -27001334.759823 + Penalty 4022.289450 = -26997312.470373
  nChanged 11
		SP:Iteration 59Q (13935.820000 sec): 3 clusters
  Score: Raw -27001335.965782 + Penalty 4022.289450 = -26997313.676333
  nChanged 13
		SP:Iteration 60F (13937.220000 sec): 3 clusters
  Score: Raw -27001337.570973 + Penalty 4022.289450 = -26997315.281523
  nChanged 14
		SP:Iteration 61Q (13938.320000 sec): 3 clusters
  Score: Raw -27001339.645488 + Penalty 4022.289450 = -26997317.356038
  nChanged 13
		SP:Iteration 62Q (13939.420000 sec): 3 clusters
  Score: Raw -27001341.139789 + Penalty 4022.289450 = -26997318.850339
  nChanged 12
		SP:Iteration 63Q (13940.670000 sec): 3 clusters
  Score: Raw -27001342.525034 + Penalty 4022.289450 = -26997320.235584
  nChanged 14
		SP:Iteration 64Q (13941.730000 sec): 3 clusters
  Score: Raw -27001343.751604 + Penalty 4022.289450 = -26997321.462154
  nChanged 10
		SP:Iteration 65Q (13942.850000 sec): 3 clusters
  Score: Raw -27001344.497665 + Penalty 4022.289450 = -26997322.208216
  nChanged 4
		SP:Iteration 66Q (13944.000000 sec): 3 clusters
  Score: Raw -27001344.938003 + Penalty 4022.289450 = -26997322.648553
  nChanged 4
		SP:Iteration 67Q (13945.250000 sec): 3 clusters
  Score: Raw -27001345.228063 + Penalty 4022.289450 = -26997322.938613
  nChanged 5
		SP:Iteration 68Q (13946.350000 sec): 3 clusters
  Score: Raw -27001345.687486 + Penalty 4022.289450 = -26997323.398036
  nChanged 7
		SP:Iteration 69Q (13947.660000 sec): 3 clusters
  Score: Raw -27001346.542774 + Penalty 4022.289450 = -26997324.253324
  nChanged 11
		SP:Iteration 70Q (13948.910000 sec): 3 clusters
  Score: Raw -27001347.655528 + Penalty 4022.289450 = -26997325.366078
  nChanged 8
		SP:Iteration 71Q (13950.320000 sec): 3 clusters
  Score: Raw -27001348.468519 + Penalty 4022.289450 = -26997326.179069
  nChanged 11
		SP:Iteration 72Q (13951.630000 sec): 3 clusters
  Score: Raw -27001349.984703 + Penalty 4022.289450 = -26997327.695253
  nChanged 18
		SP:Iteration 73Q (13953.040000 sec): 3 clusters
  Score: Raw -27001352.130500 + Penalty 4022.289450 = -26997329.841051
  nChanged 14
		SP:Iteration 74Q (13954.520000 sec): 3 clusters
  Score: Raw -27001353.787840 + Penalty 4022.289450 = -26997331.498390
  nChanged 15
		SP:Iteration 75Q (13955.780000 sec): 3 clusters
  Score: Raw -27001355.230919 + Penalty 4022.289450 = -26997332.941470
  nChanged 12
		SP:Iteration 76Q (13957.170000 sec): 3 clusters
  Score: Raw -27001356.551596 + Penalty 4022.289450 = -26997334.262147
  nChanged 15
		SP:Iteration 77Q (13958.230000 sec): 3 clusters
  Score: Raw -27001358.072476 + Penalty 4022.289450 = -26997335.783026
  nChanged 11
		SP:Iteration 78Q (13959.490000 sec): 3 clusters
  Score: Raw -27001359.218419 + Penalty 4022.289450 = -26997336.928969
  nChanged 6
		SP:Iteration 79Q (13960.600000 sec): 3 clusters
  Score: Raw -27001359.872198 + Penalty 4022.289450 = -26997337.582748
  nChanged 8
		SP:Iteration 80F (13961.870000 sec): 3 clusters
  Score: Raw -27001360.689776 + Penalty 4022.289450 = -26997338.400327
  nChanged 4
		SP:Iteration 81Q (13963.100000 sec): 3 clusters
  Score: Raw -27001361.133602 + Penalty 4022.289450 = -26997338.844152
  nChanged 7
		SP:Iteration 82Q (13964.270000 sec): 3 clusters
  Score: Raw -27001361.940994 + Penalty 4022.289450 = -26997339.651544
  nChanged 8
		SP:Iteration 83Q (13965.390000 sec): 3 clusters
  Score: Raw -27001362.544492 + Penalty 4022.289450 = -26997340.255043
  nChanged 2
		SP:Iteration 84Q (13966.460000 sec): 3 clusters
  Score: Raw -27001362.696961 + Penalty 4022.289450 = -26997340.407511
  nChanged 0
		SP:Iteration 85F (13967.710000 sec): 3 clusters
  Score: Raw -27001362.696961 + Penalty 4022.289450 = -26997340.407511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13967.990000 sec): 2 clusters
  Score: Raw -1251717.680679 + Penalty 1509.787220 = -1250207.893460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13968.230000 sec): 3 clusters
  Score: Raw -1245540.574581 + Penalty 3019.574439 = -1242521.000142
  nChanged 4668
		SP:Iteration 1F (13968.460000 sec): 3 clusters
  Score: Raw -1248078.663490 + Penalty 3019.574439 = -1245059.089051
  nChanged 586
		SP:Iteration 2F (13968.670000 sec): 3 clusters
  Score: Raw -1248319.347300 + Penalty 3019.574439 = -1245299.772860
  nChanged 521
		SP:Iteration 3Q (13968.880000 sec): 3 clusters
  Score: Raw -1248516.759240 + Penalty 3019.574439 = -1245497.184800
  nChanged 455
		SP:Iteration 4Q (13969.090000 sec): 3 clusters
  Score: Raw -1248696.378916 + Penalty 3019.574439 = -1245676.804477
  nChanged 416
		SP:Iteration 5Q (13969.340000 sec): 3 clusters
  Score: Raw -1248871.628311 + Penalty 3019.574439 = -1245852.053872
  nChanged 447
		SP:Iteration 6Q (13969.580000 sec): 3 clusters
  Score: Raw -1249090.403201 + Penalty 3019.574439 = -1246070.828762
  nChanged 482
		SP:Iteration 7Q (13969.760000 sec): 3 clusters
  Score: Raw -1249365.516534 + Penalty 3019.574439 = -1246345.942095
  nChanged 558
		SP:Iteration 8F (13970.020000 sec): 3 clusters
  Score: Raw -1249742.086396 + Penalty 3019.574439 = -1246722.511957
  nChanged 629
		SP:Iteration 9F (13970.210000 sec): 3 clusters
  Score: Raw -1250246.287254 + Penalty 3019.574439 = -1247226.712815
  nChanged 615
		SP:Iteration 10F (13970.420000 sec): 3 clusters
  Score: Raw -1250756.836176 + Penalty 3019.574439 = -1247737.261736
  nChanged 513
		SP:Iteration 11Q (13970.640000 sec): 3 clusters
  Score: Raw -1251227.619108 + Penalty 3019.574439 = -1248208.044668
  nChanged 321
		SP:Iteration 12Q (13970.810000 sec): 3 clusters
  Score: Raw -1251523.965203 + Penalty 3019.574439 = -1248504.390763
  nChanged 183
		SP:Iteration 13Q (13971.090000 sec): 3 clusters
  Score: Raw -1251704.146792 + Penalty 3019.574439 = -1248684.572352
  nChanged 80
		SP:Iteration 14Q (13971.250000 sec): 3 clusters
  Score: Raw -1251790.737083 + Penalty 3019.574439 = -1248771.162643
  nChanged 49
		SP:Iteration 15Q (13971.440000 sec): 3 clusters
  Score: Raw -1251845.037980 + Penalty 3019.574439 = -1248825.463541
  nChanged 31
		SP:Iteration 16Q (13971.660000 sec): 3 clusters
  Score: Raw -1251876.094855 + Penalty 3019.574439 = -1248856.520416
  nChanged 21
		SP:Iteration 17Q (13971.900000 sec): 3 clusters
  Score: Raw -1251902.764097 + Penalty 3019.574439 = -1248883.189657
  nChanged 11
		SP:Iteration 18Q (13972.100000 sec): 3 clusters
  Score: Raw -1251912.401734 + Penalty 3019.574439 = -1248892.827295
  nChanged 4
		SP:Iteration 19Q (13972.300000 sec): 3 clusters
  Score: Raw -1251915.803924 + Penalty 3019.574439 = -1248896.229485
  nChanged 4
		SP:Iteration 20F (13972.540000 sec): 3 clusters
  Score: Raw -1251919.670700 + Penalty 3019.574439 = -1248900.096260
  nChanged 2
		SP:Iteration 21Q (13972.750000 sec): 3 clusters
  Score: Raw -1251921.612017 + Penalty 3019.574439 = -1248902.037578
  nChanged 3
		SP:Iteration 22Q (13972.920000 sec): 3 clusters
  Score: Raw -1251924.325732 + Penalty 3019.574439 = -1248904.751292
  nChanged 0
		SP:Iteration 23F (13973.160000 sec): 3 clusters
  Score: Raw -1251924.325732 + Penalty 3019.574439 = -1248904.751292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13973.240000 sec): 2 clusters
  Score: Raw -416719.643767 + Penalty 1347.376308 = -415372.267459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13973.440000 sec): 3 clusters
  Score: Raw -414720.295253 + Penalty 2694.752616 = -412025.542638
  nChanged 1587
		SP:Iteration 1F (13973.640000 sec): 3 clusters
  Score: Raw -415694.041372 + Penalty 2694.752616 = -412999.288757
  nChanged 324
		SP:Iteration 2F (13973.820000 sec): 3 clusters
  Score: Raw -415959.550647 + Penalty 2694.752616 = -413264.798031
  nChanged 246
		SP:Iteration 3F (13974.010000 sec): 3 clusters
  Score: Raw -416182.665187 + Penalty 2694.752616 = -413487.912572
  nChanged 227
		SP:Iteration 4F (13974.220000 sec): 3 clusters
  Score: Raw -416381.068754 + Penalty 2694.752616 = -413686.316138
  nChanged 212
		SP:Iteration 5F (13974.400000 sec): 3 clusters
  Score: Raw -416562.836391 + Penalty 2694.752616 = -413868.083776
  nChanged 200
		SP:Iteration 6F (13974.580000 sec): 3 clusters
  Score: Raw -416742.848168 + Penalty 2694.752616 = -414048.095553
  nChanged 217
		SP:Iteration 7F (13974.780000 sec): 3 clusters
  Score: Raw -416976.698715 + Penalty 2694.752616 = -414281.946099
  nChanged 189
		SP:Iteration 8Q (13974.970000 sec): 3 clusters
  Score: Raw -417156.313449 + Penalty 2694.752616 = -414461.560833
  nChanged 162
		SP:Iteration 9Q (13975.180000 sec): 3 clusters
  Score: Raw -417288.877942 + Penalty 2694.752616 = -414594.125326
  nChanged 119
		SP:Iteration 10Q (13975.380000 sec): 3 clusters
  Score: Raw -417392.823872 + Penalty 2694.752616 = -414698.071257
  nChanged 116
		SP:Iteration 11Q (13975.590000 sec): 3 clusters
  Score: Raw -417501.754649 + Penalty 2694.752616 = -414807.002033
  nChanged 85
		SP:Iteration 12Q (13975.760000 sec): 3 clusters
  Score: Raw -417576.842544 + Penalty 2694.752616 = -414882.089928
  nChanged 70
		SP:Iteration 13Q (13975.960000 sec): 3 clusters
  Score: Raw -417616.540184 + Penalty 2694.752616 = -414921.787568
  nChanged 54
		SP:Iteration 14Q (13976.120000 sec): 3 clusters
  Score: Raw -417639.908911 + Penalty 2694.752616 = -414945.156295
  nChanged 38
		SP:Iteration 15Q (13976.320000 sec): 3 clusters
  Score: Raw -417654.621492 + Penalty 2694.752616 = -414959.868877
  nChanged 28
		SP:Iteration 16Q (13976.520000 sec): 3 clusters
  Score: Raw -417666.139143 + Penalty 2694.752616 = -414971.386527
  nChanged 28
		SP:Iteration 17Q (13976.690000 sec): 3 clusters
  Score: Raw -417675.205174 + Penalty 2694.752616 = -414980.452558
  nChanged 20
		SP:Iteration 18Q (13976.910000 sec): 3 clusters
  Score: Raw -417681.253949 + Penalty 2694.752616 = -414986.501333
  nChanged 11
		SP:Iteration 19Q (13977.060000 sec): 3 clusters
  Score: Raw -417683.833100 + Penalty 2694.752616 = -414989.080485
  nChanged 2
		SP:Iteration 20F (13977.260000 sec): 3 clusters
  Score: Raw -417684.099220 + Penalty 2694.752616 = -414989.346604
  nChanged 1
		SP:Iteration 21Q (13977.440000 sec): 3 clusters
  Score: Raw -417684.649400 + Penalty 2694.752616 = -414989.896785
  nChanged 6
		SP:Iteration 22Q (13977.610000 sec): 3 clusters
  Score: Raw -417687.619629 + Penalty 2694.752616 = -414992.867013
  nChanged 6
		SP:Iteration 23Q (13977.800000 sec): 3 clusters
  Score: Raw -417690.172691 + Penalty 2694.752616 = -414995.420076
  nChanged 7
		SP:Iteration 24Q (13978.030000 sec): 3 clusters
  Score: Raw -417693.049540 + Penalty 2694.752616 = -414998.296924
  nChanged 5
		SP:Iteration 25Q (13978.230000 sec): 3 clusters
  Score: Raw -417694.177882 + Penalty 2694.752616 = -414999.425266
  nChanged 1
		SP:Iteration 26Q (13978.370000 sec): 3 clusters
  Score: Raw -417694.370067 + Penalty 2694.752616 = -414999.617451
  nChanged 0
		SP:Iteration 27F (13978.570000 sec): 3 clusters
  Score: Raw -417694.370067 + Penalty 2694.752616 = -414999.617451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13978.810000 sec): 2 clusters
  Score: Raw -1953169.640591 + Penalty 1604.994116 = -1951564.646474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13979.060000 sec): 3 clusters
  Score: Raw -1941612.231613 + Penalty 3209.988233 = -1938402.243380
  nChanged 8715
		SP:Iteration 1F (13979.340000 sec): 3 clusters
  Score: Raw -1946892.374884 + Penalty 3209.988233 = -1943682.386651
  nChanged 1409
		SP:Iteration 2F (13979.550000 sec): 3 clusters
  Score: Raw -1947733.319169 + Penalty 3209.988233 = -1944523.330936
  nChanged 1352
		SP:Iteration 3F (13979.870000 sec): 3 clusters
  Score: Raw -1948615.137198 + Penalty 3209.988233 = -1945405.148965
  nChanged 1308
		SP:Iteration 4F (13980.120000 sec): 3 clusters
  Score: Raw -1949466.482730 + Penalty 3209.988233 = -1946256.494497
  nChanged 1198
		SP:Iteration 5F (13980.380000 sec): 3 clusters
  Score: Raw -1950180.233677 + Penalty 3209.988233 = -1946970.245444
  nChanged 1021
		SP:Iteration 6F (13980.640000 sec): 3 clusters
  Score: Raw -1950772.460789 + Penalty 3209.988233 = -1947562.472556
  nChanged 903
		SP:Iteration 7Q (13980.890000 sec): 3 clusters
  Score: Raw -1951281.189175 + Penalty 3209.988233 = -1948071.200942
  nChanged 735
		SP:Iteration 8Q (13981.160000 sec): 3 clusters
  Score: Raw -1951691.640523 + Penalty 3209.988233 = -1948481.652290
  nChanged 625
		SP:Iteration 9Q (13981.410000 sec): 3 clusters
  Score: Raw -1952024.651229 + Penalty 3209.988233 = -1948814.662996
  nChanged 508
		SP:Iteration 10Q (13981.660000 sec): 3 clusters
  Score: Raw -1952317.893785 + Penalty 3209.988233 = -1949107.905552
  nChanged 473
		SP:Iteration 11Q (13981.950000 sec): 3 clusters
  Score: Raw -1952567.718359 + Penalty 3209.988233 = -1949357.730126
  nChanged 394
		SP:Iteration 12Q (13982.180000 sec): 3 clusters
  Score: Raw -1952762.529044 + Penalty 3209.988233 = -1949552.540811
  nChanged 325
		SP:Iteration 13Q (13982.450000 sec): 3 clusters
  Score: Raw -1952909.111083 + Penalty 3209.988233 = -1949699.122850
  nChanged 294
		SP:Iteration 14Q (13982.710000 sec): 3 clusters
  Score: Raw -1953030.859296 + Penalty 3209.988233 = -1949820.871063
  nChanged 236
		SP:Iteration 15Q (13982.940000 sec): 3 clusters
  Score: Raw -1953125.665115 + Penalty 3209.988233 = -1949915.676882
  nChanged 195
		SP:Iteration 16Q (13983.210000 sec): 3 clusters
  Score: Raw -1953192.300330 + Penalty 3209.988233 = -1949982.312097
  nChanged 198
		SP:Iteration 17Q (13983.480000 sec): 3 clusters
  Score: Raw -1953251.507474 + Penalty 3209.988233 = -1950041.519241
  nChanged 160
		SP:Iteration 18Q (13983.740000 sec): 3 clusters
  Score: Raw -1953298.582706 + Penalty 3209.988233 = -1950088.594473
  nChanged 144
		SP:Iteration 19Q (13983.970000 sec): 3 clusters
  Score: Raw -1953342.107614 + Penalty 3209.988233 = -1950132.119381
  nChanged 127
		SP:Iteration 20F (13984.230000 sec): 3 clusters
  Score: Raw -1953383.245905 + Penalty 3209.988233 = -1950173.257672
  nChanged 146
		SP:Iteration 21Q (13984.500000 sec): 3 clusters
  Score: Raw -1953432.891586 + Penalty 3209.988233 = -1950222.903353
  nChanged 145
		SP:Iteration 22Q (13984.770000 sec): 3 clusters
  Score: Raw -1953481.579678 + Penalty 3209.988233 = -1950271.591445
  nChanged 136
		SP:Iteration 23Q (13984.980000 sec): 3 clusters
  Score: Raw -1953531.408802 + Penalty 3209.988233 = -1950321.420569
  nChanged 142
		SP:Iteration 24Q (13985.250000 sec): 3 clusters
  Score: Raw -1953597.290304 + Penalty 3209.988233 = -1950387.302071
  nChanged 147
		SP:Iteration 25Q (13985.510000 sec): 3 clusters
  Score: Raw -1953664.950710 + Penalty 3209.988233 = -1950454.962477
  nChanged 136
		SP:Iteration 26Q (13985.770000 sec): 3 clusters
  Score: Raw -1953726.476527 + Penalty 3209.988233 = -1950516.488294
  nChanged 140
		SP:Iteration 27Q (13986.020000 sec): 3 clusters
  Score: Raw -1953786.726151 + Penalty 3209.988233 = -1950576.737918
  nChanged 121
		SP:Iteration 28Q (13986.300000 sec): 3 clusters
  Score: Raw -1953829.066177 + Penalty 3209.988233 = -1950619.077944
  nChanged 108
		SP:Iteration 29Q (13986.540000 sec): 3 clusters
  Score: Raw -1953857.837049 + Penalty 3209.988233 = -1950647.848816
  nChanged 69
		SP:Iteration 30Q (13986.780000 sec): 3 clusters
  Score: Raw -1953874.354444 + Penalty 3209.988233 = -1950664.366211
  nChanged 58
		SP:Iteration 31Q (13987.020000 sec): 3 clusters
  Score: Raw -1953891.391468 + Penalty 3209.988233 = -1950681.403235
  nChanged 50
		SP:Iteration 32Q (13987.270000 sec): 3 clusters
  Score: Raw -1953902.938688 + Penalty 3209.988233 = -1950692.950455
  nChanged 47
		SP:Iteration 33Q (13987.540000 sec): 3 clusters
  Score: Raw -1953913.032727 + Penalty 3209.988233 = -1950703.044494
  nChanged 43
		SP:Iteration 34Q (13987.780000 sec): 3 clusters
  Score: Raw -1953921.606781 + Penalty 3209.988233 = -1950711.618548
  nChanged 26
		SP:Iteration 35Q (13988.050000 sec): 3 clusters
  Score: Raw -1953928.156235 + Penalty 3209.988233 = -1950718.168002
  nChanged 30
		SP:Iteration 36Q (13988.300000 sec): 3 clusters
  Score: Raw -1953935.099031 + Penalty 3209.988233 = -1950725.110798
  nChanged 35
		SP:Iteration 37Q (13988.540000 sec): 3 clusters
  Score: Raw -1953942.685301 + Penalty 3209.988233 = -1950732.697068
  nChanged 27
		SP:Iteration 38Q (13988.800000 sec): 3 clusters
  Score: Raw -1953948.099490 + Penalty 3209.988233 = -1950738.111257
  nChanged 26
		SP:Iteration 39Q (13989.000000 sec): 3 clusters
  Score: Raw -1953954.032568 + Penalty 3209.988233 = -1950744.044335
  nChanged 27
		SP:Iteration 40F (13989.310000 sec): 3 clusters
  Score: Raw -1953960.287583 + Penalty 3209.988233 = -1950750.299350
  nChanged 29
		SP:Iteration 41Q (13989.580000 sec): 3 clusters
  Score: Raw -1953969.460795 + Penalty 3209.988233 = -1950759.472562
  nChanged 32
		SP:Iteration 42Q (13989.850000 sec): 3 clusters
  Score: Raw -1953980.537806 + Penalty 3209.988233 = -1950770.549573
  nChanged 32
		SP:Iteration 43Q (13990.110000 sec): 3 clusters
  Score: Raw -1953989.297288 + Penalty 3209.988233 = -1950779.309055
  nChanged 25
		SP:Iteration 44Q (13990.350000 sec): 3 clusters
  Score: Raw -1953995.166235 + Penalty 3209.988233 = -1950785.178002
  nChanged 21
		SP:Iteration 45Q (13990.560000 sec): 3 clusters
  Score: Raw -1954000.977655 + Penalty 3209.988233 = -1950790.989422
  nChanged 16
		SP:Iteration 46Q (13990.840000 sec): 3 clusters
  Score: Raw -1954003.895421 + Penalty 3209.988233 = -1950793.907188
  nChanged 14
		SP:Iteration 47Q (13991.120000 sec): 3 clusters
  Score: Raw -1954006.035599 + Penalty 3209.988233 = -1950796.047366
  nChanged 9
		SP:Iteration 48Q (13991.390000 sec): 3 clusters
  Score: Raw -1954007.354691 + Penalty 3209.988233 = -1950797.366458
  nChanged 9
		SP:Iteration 49Q (13991.680000 sec): 3 clusters
  Score: Raw -1954009.379072 + Penalty 3209.988233 = -1950799.390839
  nChanged 14
		SP:Iteration 50Q (13991.960000 sec): 3 clusters
  Score: Raw -1954011.713340 + Penalty 3209.988233 = -1950801.725107
  nChanged 14
		SP:Iteration 51Q (13992.220000 sec): 3 clusters
  Score: Raw -1954013.869610 + Penalty 3209.988233 = -1950803.881377
  nChanged 14
		SP:Iteration 52Q (13992.480000 sec): 3 clusters
  Score: Raw -1954016.171924 + Penalty 3209.988233 = -1950806.183691
  nChanged 8
		SP:Iteration 53Q (13992.710000 sec): 3 clusters
  Score: Raw -1954017.964169 + Penalty 3209.988233 = -1950807.975936
  nChanged 4
		SP:Iteration 54Q (13993.020000 sec): 3 clusters
  Score: Raw -1954018.795308 + Penalty 3209.988233 = -1950808.807075
  nChanged 6
		SP:Iteration 55Q (13993.260000 sec): 3 clusters
  Score: Raw -1954019.852859 + Penalty 3209.988233 = -1950809.864626
  nChanged 5
		SP:Iteration 56Q (13993.560000 sec): 3 clusters
  Score: Raw -1954020.483236 + Penalty 3209.988233 = -1950810.495003
  nChanged 4
		SP:Iteration 57Q (13993.860000 sec): 3 clusters
  Score: Raw -1954021.138105 + Penalty 3209.988233 = -1950811.149872
  nChanged 7
		SP:Iteration 58Q (13994.130000 sec): 3 clusters
  Score: Raw -1954022.477290 + Penalty 3209.988233 = -1950812.489057
  nChanged 4
		SP:Iteration 59Q (13994.360000 sec): 3 clusters
  Score: Raw -1954023.130985 + Penalty 3209.988233 = -1950813.142752
  nChanged 4
		SP:Iteration 60F (13994.650000 sec): 3 clusters
  Score: Raw -1954023.671732 + Penalty 3209.988233 = -1950813.683499
  nChanged 2
		SP:Iteration 61Q (13994.930000 sec): 3 clusters
  Score: Raw -1954023.797027 + Penalty 3209.988233 = -1950813.808794
  nChanged 1
		SP:Iteration 62Q (13995.160000 sec): 3 clusters
  Score: Raw -1954023.878573 + Penalty 3209.988233 = -1950813.890340
  nChanged 1
		SP:Iteration 63Q (13995.460000 sec): 3 clusters
  Score: Raw -1954023.935308 + Penalty 3209.988233 = -1950813.947075
  nChanged 1
		SP:Iteration 64Q (13995.770000 sec): 3 clusters
  Score: Raw -1954024.020150 + Penalty 3209.988233 = -1950814.031917
  nChanged 2
		SP:Iteration 65Q (13996.030000 sec): 3 clusters
  Score: Raw -1954024.213495 + Penalty 3209.988233 = -1950814.225262
  nChanged 1
		SP:Iteration 66Q (13996.280000 sec): 3 clusters
  Score: Raw -1954024.449902 + Penalty 3209.988233 = -1950814.461669
  nChanged 1
		SP:Iteration 67Q (13996.540000 sec): 3 clusters
  Score: Raw -1954024.587635 + Penalty 3209.988233 = -1950814.599402
  nChanged 1
		SP:Iteration 68Q (13996.850000 sec): 3 clusters
  Score: Raw -1954024.773654 + Penalty 3209.988233 = -1950814.785421
  nChanged 0
		SP:Iteration 69F (13997.100000 sec): 3 clusters
  Score: Raw -1954024.773654 + Penalty 3209.988233 = -1950814.785421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13997.270000 sec): 2 clusters
  Score: Raw -416803.743949 + Penalty 1345.327100 = -415458.416849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13997.450000 sec): 3 clusters
  Score: Raw -414901.882725 + Penalty 2690.654201 = -412211.228524
  nChanged 1516
		SP:Iteration 1F (13997.660000 sec): 3 clusters
  Score: Raw -415878.410177 + Penalty 2690.654201 = -413187.755976
  nChanged 352
		SP:Iteration 2F (13997.840000 sec): 3 clusters
  Score: Raw -416170.469712 + Penalty 2690.654201 = -413479.815511
  nChanged 265
		SP:Iteration 3F (13998.070000 sec): 3 clusters
  Score: Raw -416430.814745 + Penalty 2690.654201 = -413740.160544
  nChanged 244
		SP:Iteration 4F (13998.230000 sec): 3 clusters
  Score: Raw -416666.492607 + Penalty 2690.654201 = -413975.838406
  nChanged 209
		SP:Iteration 5F (13998.430000 sec): 3 clusters
  Score: Raw -416851.695542 + Penalty 2690.654201 = -414161.041341
  nChanged 152
		SP:Iteration 6Q (13998.640000 sec): 3 clusters
  Score: Raw -416984.484450 + Penalty 2690.654201 = -414293.830250
  nChanged 146
		SP:Iteration 7Q (13998.820000 sec): 3 clusters
  Score: Raw -417085.917538 + Penalty 2690.654201 = -414395.263337
  nChanged 106
		SP:Iteration 8Q (13999.020000 sec): 3 clusters
  Score: Raw -417161.711050 + Penalty 2690.654201 = -414471.056849
  nChanged 97
		SP:Iteration 9Q (13999.200000 sec): 3 clusters
  Score: Raw -417226.435037 + Penalty 2690.654201 = -414535.780836
  nChanged 83
		SP:Iteration 10Q (13999.390000 sec): 3 clusters
  Score: Raw -417281.014165 + Penalty 2690.654201 = -414590.359964
  nChanged 61
		SP:Iteration 11Q (13999.570000 sec): 3 clusters
  Score: Raw -417312.471397 + Penalty 2690.654201 = -414621.817197
  nChanged 43
		SP:Iteration 12Q (13999.800000 sec): 3 clusters
  Score: Raw -417328.788132 + Penalty 2690.654201 = -414638.133931
  nChanged 26
		SP:Iteration 13Q (13999.960000 sec): 3 clusters
  Score: Raw -417337.562238 + Penalty 2690.654201 = -414646.908037
  nChanged 24
		SP:Iteration 14Q (14000.150000 sec): 3 clusters
  Score: Raw -417347.635776 + Penalty 2690.654201 = -414656.981575
  nChanged 24
		SP:Iteration 15Q (14000.340000 sec): 3 clusters
  Score: Raw -417358.734446 + Penalty 2690.654201 = -414668.080245
  nChanged 32
		SP:Iteration 16Q (14000.510000 sec): 3 clusters
  Score: Raw -417373.214234 + Penalty 2690.654201 = -414682.560033
  nChanged 37
		SP:Iteration 17Q (14000.700000 sec): 3 clusters
  Score: Raw -417385.036763 + Penalty 2690.654201 = -414694.382562
  nChanged 26
		SP:Iteration 18Q (14000.900000 sec): 3 clusters
  Score: Raw -417392.947670 + Penalty 2690.654201 = -414702.293469
  nChanged 29
		SP:Iteration 19Q (14001.090000 sec): 3 clusters
  Score: Raw -417404.501064 + Penalty 2690.654201 = -414713.846863
  nChanged 36
		SP:Iteration 20F (14001.330000 sec): 3 clusters
  Score: Raw -417418.394358 + Penalty 2690.654201 = -414727.740158
  nChanged 36
		SP:Iteration 21Q (14001.510000 sec): 3 clusters
  Score: Raw -417435.489619 + Penalty 2690.654201 = -414744.835418
  nChanged 35
		SP:Iteration 22Q (14001.670000 sec): 3 clusters
  Score: Raw -417451.578864 + Penalty 2690.654201 = -414760.924663
  nChanged 36
		SP:Iteration 23Q (14001.900000 sec): 3 clusters
  Score: Raw -417466.691828 + Penalty 2690.654201 = -414776.037628
  nChanged 20
		SP:Iteration 24Q (14002.050000 sec): 3 clusters
  Score: Raw -417474.489238 + Penalty 2690.654201 = -414783.835037
  nChanged 16
		SP:Iteration 25Q (14002.250000 sec): 3 clusters
  Score: Raw -417480.314019 + Penalty 2690.654201 = -414789.659818
  nChanged 13
		SP:Iteration 26Q (14002.400000 sec): 3 clusters
  Score: Raw -417484.381676 + Penalty 2690.654201 = -414793.727476
  nChanged 9
		SP:Iteration 27Q (14002.580000 sec): 3 clusters
  Score: Raw -417489.013610 + Penalty 2690.654201 = -414798.359409
  nChanged 14
		SP:Iteration 28Q (14002.790000 sec): 3 clusters
  Score: Raw -417492.348768 + Penalty 2690.654201 = -414801.694567
  nChanged 9
		SP:Iteration 29Q (14003.010000 sec): 3 clusters
  Score: Raw -417494.676407 + Penalty 2690.654201 = -414804.022206
  nChanged 4
		SP:Iteration 30Q (14003.170000 sec): 3 clusters
  Score: Raw -417495.892465 + Penalty 2690.654201 = -414805.238264
  nChanged 2
		SP:Iteration 31Q (14003.360000 sec): 3 clusters
  Score: Raw -417496.253159 + Penalty 2690.654201 = -414805.598958
  nChanged 1
		SP:Iteration 32Q (14003.570000 sec): 3 clusters
  Score: Raw -417496.561950 + Penalty 2690.654201 = -414805.907750
  nChanged 2
		SP:Iteration 33Q (14003.760000 sec): 3 clusters
  Score: Raw -417497.665045 + Penalty 2690.654201 = -414807.010844
  nChanged 4
		SP:Iteration 34Q (14003.910000 sec): 3 clusters
  Score: Raw -417498.632103 + Penalty 2690.654201 = -414807.977903
  nChanged 5
		SP:Iteration 35Q (14004.130000 sec): 3 clusters
  Score: Raw -417500.021773 + Penalty 2690.654201 = -414809.367572
  nChanged 8
		SP:Iteration 36Q (14004.330000 sec): 3 clusters
  Score: Raw -417502.001746 + Penalty 2690.654201 = -414811.347545
  nChanged 10
		SP:Iteration 37Q (14004.520000 sec): 3 clusters
  Score: Raw -417505.583447 + Penalty 2690.654201 = -414814.929247
  nChanged 12
		SP:Iteration 38Q (14004.670000 sec): 3 clusters
  Score: Raw -417508.604529 + Penalty 2690.654201 = -414817.950328
  nChanged 13
		SP:Iteration 39Q (14004.900000 sec): 3 clusters
  Score: Raw -417513.322071 + Penalty 2690.654201 = -414822.667870
  nChanged 9
		SP:Iteration 40F (14005.090000 sec): 3 clusters
  Score: Raw -417517.500064 + Penalty 2690.654201 = -414826.845863
  nChanged 6
		SP:Iteration 41Q (14005.280000 sec): 3 clusters
  Score: Raw -417521.024108 + Penalty 2690.654201 = -414830.369907
  nChanged 7
		SP:Iteration 42Q (14005.480000 sec): 3 clusters
  Score: Raw -417523.849410 + Penalty 2690.654201 = -414833.195209
  nChanged 6
		SP:Iteration 43Q (14005.630000 sec): 3 clusters
  Score: Raw -417526.226361 + Penalty 2690.654201 = -414835.572160
  nChanged 7
		SP:Iteration 44Q (14005.830000 sec): 3 clusters
  Score: Raw -417528.531069 + Penalty 2690.654201 = -414837.876868
  nChanged 7
		SP:Iteration 45Q (14006.020000 sec): 3 clusters
  Score: Raw -417531.414490 + Penalty 2690.654201 = -414840.760289
  nChanged 9
		SP:Iteration 46Q (14006.230000 sec): 3 clusters
  Score: Raw -417534.488461 + Penalty 2690.654201 = -414843.834260
  nChanged 8
		SP:Iteration 47Q (14006.400000 sec): 3 clusters
  Score: Raw -417536.600790 + Penalty 2690.654201 = -414845.946589
  nChanged 7
		SP:Iteration 48Q (14006.610000 sec): 3 clusters
  Score: Raw -417538.038464 + Penalty 2690.654201 = -414847.384264
  nChanged 3
		SP:Iteration 49Q (14006.830000 sec): 3 clusters
  Score: Raw -417538.965528 + Penalty 2690.654201 = -414848.311327
  nChanged 1
		SP:Iteration 50Q (14007.030000 sec): 3 clusters
  Score: Raw -417539.148498 + Penalty 2690.654201 = -414848.494297
  nChanged 0
		SP:Iteration 51F (14007.180000 sec): 3 clusters
  Score: Raw -417539.148498 + Penalty 2690.654201 = -414848.494297
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14007.310000 sec): 2 clusters
  Score: Raw -937719.286966 + Penalty 1472.586758 = -936246.700209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14007.510000 sec): 3 clusters
  Score: Raw -932934.130051 + Penalty 2945.173515 = -929988.956535
  nChanged 3669
		SP:Iteration 1F (14007.730000 sec): 3 clusters
  Score: Raw -935032.895987 + Penalty 2945.173515 = -932087.722472
  nChanged 594
		SP:Iteration 2F (14007.960000 sec): 3 clusters
  Score: Raw -935340.584365 + Penalty 2945.173515 = -932395.410849
  nChanged 513
		SP:Iteration 3F (14008.170000 sec): 3 clusters
  Score: Raw -935624.108739 + Penalty 2945.173515 = -932678.935224
  nChanged 474
		SP:Iteration 4F (14008.400000 sec): 3 clusters
  Score: Raw -935902.755287 + Penalty 2945.173515 = -932957.581772
  nChanged 427
		SP:Iteration 5Q (14008.630000 sec): 3 clusters
  Score: Raw -936147.117175 + Penalty 2945.173515 = -933201.943659
  nChanged 373
		SP:Iteration 6Q (14008.810000 sec): 3 clusters
  Score: Raw -936342.958458 + Penalty 2945.173515 = -933397.784943
  nChanged 332
		SP:Iteration 7Q (14009.040000 sec): 3 clusters
  Score: Raw -936499.828101 + Penalty 2945.173515 = -933554.654585
  nChanged 288
		SP:Iteration 8Q (14009.210000 sec): 3 clusters
  Score: Raw -936632.662042 + Penalty 2945.173515 = -933687.488527
  nChanged 256
		SP:Iteration 9Q (14009.410000 sec): 3 clusters
  Score: Raw -936741.458229 + Penalty 2945.173515 = -933796.284714
  nChanged 228
		SP:Iteration 10Q (14009.640000 sec): 3 clusters
  Score: Raw -936837.507414 + Penalty 2945.173515 = -933892.333898
  nChanged 197
		SP:Iteration 11Q (14009.850000 sec): 3 clusters
  Score: Raw -936910.668753 + Penalty 2945.173515 = -933965.495238
  nChanged 157
		SP:Iteration 12Q (14010.050000 sec): 3 clusters
  Score: Raw -936964.188309 + Penalty 2945.173515 = -934019.014794
  nChanged 149
		SP:Iteration 13Q (14010.260000 sec): 3 clusters
  Score: Raw -937022.056909 + Penalty 2945.173515 = -934076.883394
  nChanged 138
		SP:Iteration 14Q (14010.470000 sec): 3 clusters
  Score: Raw -937073.691069 + Penalty 2945.173515 = -934128.517554
  nChanged 127
		SP:Iteration 15Q (14010.700000 sec): 3 clusters
  Score: Raw -937120.367505 + Penalty 2945.173515 = -934175.193990
  nChanged 139
		SP:Iteration 16Q (14010.880000 sec): 3 clusters
  Score: Raw -937175.091978 + Penalty 2945.173515 = -934229.918463
  nChanged 150
		SP:Iteration 17Q (14011.100000 sec): 3 clusters
  Score: Raw -937246.243035 + Penalty 2945.173515 = -934301.069520
  nChanged 187
		SP:Iteration 18Q (14011.270000 sec): 3 clusters
  Score: Raw -937342.967607 + Penalty 2945.173515 = -934397.794091
  nChanged 182
		SP:Iteration 19Q (14011.520000 sec): 3 clusters
  Score: Raw -937433.098626 + Penalty 2945.173515 = -934487.925111
  nChanged 172
		SP:Iteration 20F (14011.720000 sec): 3 clusters
  Score: Raw -937508.291249 + Penalty 2945.173515 = -934563.117734
  nChanged 158
		SP:Iteration 21Q (14011.930000 sec): 3 clusters
  Score: Raw -937574.062628 + Penalty 2945.173515 = -934628.889113
  nChanged 128
		SP:Iteration 22Q (14012.120000 sec): 3 clusters
  Score: Raw -937628.156018 + Penalty 2945.173515 = -934682.982503
  nChanged 125
		SP:Iteration 23Q (14012.340000 sec): 3 clusters
  Score: Raw -937680.672245 + Penalty 2945.173515 = -934735.498729
  nChanged 105
		SP:Iteration 24Q (14012.550000 sec): 3 clusters
  Score: Raw -937724.412675 + Penalty 2945.173515 = -934779.239159
  nChanged 93
		SP:Iteration 25Q (14012.750000 sec): 3 clusters
  Score: Raw -937762.115861 + Penalty 2945.173515 = -934816.942346
  nChanged 89
		SP:Iteration 26Q (14012.930000 sec): 3 clusters
  Score: Raw -937793.915569 + Penalty 2945.173515 = -934848.742053
  nChanged 69
		SP:Iteration 27Q (14013.160000 sec): 3 clusters
  Score: Raw -937817.876133 + Penalty 2945.173515 = -934872.702618
  nChanged 63
		SP:Iteration 28Q (14013.340000 sec): 3 clusters
  Score: Raw -937837.691875 + Penalty 2945.173515 = -934892.518359
  nChanged 69
		SP:Iteration 29Q (14013.540000 sec): 3 clusters
  Score: Raw -937859.450733 + Penalty 2945.173515 = -934914.277217
  nChanged 56
		SP:Iteration 30Q (14013.730000 sec): 3 clusters
  Score: Raw -937872.514348 + Penalty 2945.173515 = -934927.340833
  nChanged 48
		SP:Iteration 31Q (14013.950000 sec): 3 clusters
  Score: Raw -937883.930751 + Penalty 2945.173515 = -934938.757235
  nChanged 48
		SP:Iteration 32Q (14014.130000 sec): 3 clusters
  Score: Raw -937893.174404 + Penalty 2945.173515 = -934948.000889
  nChanged 33
		SP:Iteration 33Q (14014.350000 sec): 3 clusters
  Score: Raw -937898.276605 + Penalty 2945.173515 = -934953.103090
  nChanged 25
		SP:Iteration 34Q (14014.550000 sec): 3 clusters
  Score: Raw -937901.453112 + Penalty 2945.173515 = -934956.279596
  nChanged 22
		SP:Iteration 35Q (14014.750000 sec): 3 clusters
  Score: Raw -937905.131370 + Penalty 2945.173515 = -934959.957854
  nChanged 17
		SP:Iteration 36Q (14014.940000 sec): 3 clusters
  Score: Raw -937908.581295 + Penalty 2945.173515 = -934963.407780
  nChanged 18
		SP:Iteration 37Q (14015.140000 sec): 3 clusters
  Score: Raw -937912.057630 + Penalty 2945.173515 = -934966.884115
  nChanged 15
		SP:Iteration 38Q (14015.350000 sec): 3 clusters
  Score: Raw -937914.025454 + Penalty 2945.173515 = -934968.851938
  nChanged 8
		SP:Iteration 39Q (14015.570000 sec): 3 clusters
  Score: Raw -937915.159068 + Penalty 2945.173515 = -934969.985552
  nChanged 8
		SP:Iteration 40F (14015.760000 sec): 3 clusters
  Score: Raw -937916.512552 + Penalty 2945.173515 = -934971.339037
  nChanged 13
		SP:Iteration 41Q (14015.960000 sec): 3 clusters
  Score: Raw -937919.129266 + Penalty 2945.173515 = -934973.955751
  nChanged 15
		SP:Iteration 42Q (14016.170000 sec): 3 clusters
  Score: Raw -937921.371835 + Penalty 2945.173515 = -934976.198320
  nChanged 11
		SP:Iteration 43Q (14016.390000 sec): 3 clusters
  Score: Raw -937922.933719 + Penalty 2945.173515 = -934977.760204
  nChanged 11
		SP:Iteration 44Q (14016.580000 sec): 3 clusters
  Score: Raw -937924.582139 + Penalty 2945.173515 = -934979.408624
  nChanged 12
		SP:Iteration 45Q (14016.810000 sec): 3 clusters
  Score: Raw -937925.977208 + Penalty 2945.173515 = -934980.803693
  nChanged 8
		SP:Iteration 46Q (14016.990000 sec): 3 clusters
  Score: Raw -937927.177135 + Penalty 2945.173515 = -934982.003620
  nChanged 8
		SP:Iteration 47Q (14017.210000 sec): 3 clusters
  Score: Raw -937928.567255 + Penalty 2945.173515 = -934983.393739
  nChanged 8
		SP:Iteration 48Q (14017.390000 sec): 3 clusters
  Score: Raw -937929.646107 + Penalty 2945.173515 = -934984.472591
  nChanged 8
		SP:Iteration 49Q (14017.650000 sec): 3 clusters
  Score: Raw -937930.703862 + Penalty 2945.173515 = -934985.530346
  nChanged 6
		SP:Iteration 50Q (14017.830000 sec): 3 clusters
  Score: Raw -937931.744553 + Penalty 2945.173515 = -934986.571037
  nChanged 10
		SP:Iteration 51Q (14018.110000 sec): 3 clusters
  Score: Raw -937933.358995 + Penalty 2945.173515 = -934988.185480
  nChanged 12
		SP:Iteration 52Q (14018.320000 sec): 3 clusters
  Score: Raw -937935.409922 + Penalty 2945.173515 = -934990.236406
  nChanged 15
		SP:Iteration 53Q (14018.520000 sec): 3 clusters
  Score: Raw -937937.982749 + Penalty 2945.173515 = -934992.809233
  nChanged 14
		SP:Iteration 54Q (14018.740000 sec): 3 clusters
  Score: Raw -937940.307024 + Penalty 2945.173515 = -934995.133508
  nChanged 13
		SP:Iteration 55Q (14018.930000 sec): 3 clusters
  Score: Raw -937942.450730 + Penalty 2945.173515 = -934997.277215
  nChanged 14
		SP:Iteration 56Q (14019.150000 sec): 3 clusters
  Score: Raw -937944.995971 + Penalty 2945.173515 = -934999.822456
  nChanged 15
		SP:Iteration 57Q (14019.400000 sec): 3 clusters
  Score: Raw -937947.539847 + Penalty 2945.173515 = -935002.366331
  nChanged 11
		SP:Iteration 58Q (14019.560000 sec): 3 clusters
  Score: Raw -937949.183246 + Penalty 2945.173515 = -935004.009730
  nChanged 10
		SP:Iteration 59Q (14019.770000 sec): 3 clusters
  Score: Raw -937950.274038 + Penalty 2945.173515 = -935005.100523
  nChanged 6
		SP:Iteration 60F (14019.980000 sec): 3 clusters
  Score: Raw -937951.190022 + Penalty 2945.173515 = -935006.016507
  nChanged 8
		SP:Iteration 61Q (14020.210000 sec): 3 clusters
  Score: Raw -937952.674926 + Penalty 2945.173515 = -935007.501410
  nChanged 10
		SP:Iteration 62Q (14020.410000 sec): 3 clusters
  Score: Raw -937954.850582 + Penalty 2945.173515 = -935009.677067
  nChanged 13
		SP:Iteration 63Q (14020.610000 sec): 3 clusters
  Score: Raw -937956.990049 + Penalty 2945.173515 = -935011.816533
  nChanged 5
		SP:Iteration 64Q (14020.840000 sec): 3 clusters
  Score: Raw -937957.624336 + Penalty 2945.173515 = -935012.450820
  nChanged 4
		SP:Iteration 65Q (14021.050000 sec): 3 clusters
  Score: Raw -937958.060111 + Penalty 2945.173515 = -935012.886596
  nChanged 1
		SP:Iteration 66Q (14021.250000 sec): 3 clusters
  Score: Raw -937958.115161 + Penalty 2945.173515 = -935012.941645
  nChanged 1
		SP:Iteration 67Q (14021.430000 sec): 3 clusters
  Score: Raw -937958.144785 + Penalty 2945.173515 = -935012.971270
  nChanged 0
		SP:Iteration 68F (14021.650000 sec): 3 clusters
  Score: Raw -937958.144785 + Penalty 2945.173515 = -935012.971270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14021.780000 sec): 2 clusters
  Score: Raw -408562.068723 + Penalty 1357.901994 = -407204.166728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14021.930000 sec): 3 clusters
  Score: Raw -406465.417983 + Penalty 2715.803989 = -403749.613994
  nChanged 1723
		SP:Iteration 1F (14022.130000 sec): 3 clusters
  Score: Raw -407738.291843 + Penalty 2715.803989 = -405022.487855
  nChanged 466
		SP:Iteration 2F (14022.330000 sec): 3 clusters
  Score: Raw -408287.475740 + Penalty 2715.803989 = -405571.671751
  nChanged 398
		SP:Iteration 3F (14022.530000 sec): 3 clusters
  Score: Raw -408789.240404 + Penalty 2715.803989 = -406073.436415
  nChanged 328
		SP:Iteration 4F (14022.700000 sec): 3 clusters
  Score: Raw -409074.208170 + Penalty 2715.803989 = -406358.404182
  nChanged 207
		SP:Iteration 5Q (14022.870000 sec): 3 clusters
  Score: Raw -409213.057500 + Penalty 2715.803989 = -406497.253511
  nChanged 138
		SP:Iteration 6Q (14023.090000 sec): 3 clusters
  Score: Raw -409300.300439 + Penalty 2715.803989 = -406584.496450
  nChanged 110
		SP:Iteration 7Q (14023.270000 sec): 3 clusters
  Score: Raw -409381.902141 + Penalty 2715.803989 = -406666.098152
  nChanged 106
		SP:Iteration 8Q (14023.420000 sec): 3 clusters
  Score: Raw -409436.778343 + Penalty 2715.803989 = -406720.974354
  nChanged 63
		SP:Iteration 9Q (14023.630000 sec): 3 clusters
  Score: Raw -409460.883125 + Penalty 2715.803989 = -406745.079136
  nChanged 43
		SP:Iteration 10Q (14023.800000 sec): 3 clusters
  Score: Raw -409475.231797 + Penalty 2715.803989 = -406759.427808
  nChanged 42
		SP:Iteration 11Q (14023.980000 sec): 3 clusters
  Score: Raw -409491.635330 + Penalty 2715.803989 = -406775.831342
  nChanged 37
		SP:Iteration 12Q (14024.200000 sec): 3 clusters
  Score: Raw -409506.143061 + Penalty 2715.803989 = -406790.339072
  nChanged 40
		SP:Iteration 13Q (14024.360000 sec): 3 clusters
  Score: Raw -409516.806902 + Penalty 2715.803989 = -406801.002913
  nChanged 30
		SP:Iteration 14Q (14024.550000 sec): 3 clusters
  Score: Raw -409526.327550 + Penalty 2715.803989 = -406810.523561
  nChanged 34
		SP:Iteration 15Q (14024.760000 sec): 3 clusters
  Score: Raw -409536.788306 + Penalty 2715.803989 = -406820.984317
  nChanged 21
		SP:Iteration 16Q (14024.970000 sec): 3 clusters
  Score: Raw -409548.599449 + Penalty 2715.803989 = -406832.795460
  nChanged 23
		SP:Iteration 17Q (14025.160000 sec): 3 clusters
  Score: Raw -409562.769491 + Penalty 2715.803989 = -406846.965503
  nChanged 32
		SP:Iteration 18Q (14025.360000 sec): 3 clusters
  Score: Raw -409580.799900 + Penalty 2715.803989 = -406864.995911
  nChanged 37
		SP:Iteration 19Q (14025.510000 sec): 3 clusters
  Score: Raw -409606.651837 + Penalty 2715.803989 = -406890.847849
  nChanged 40
		SP:Iteration 20F (14025.730000 sec): 3 clusters
  Score: Raw -409630.322477 + Penalty 2715.803989 = -406914.518488
  nChanged 31
		SP:Iteration 21Q (14025.940000 sec): 3 clusters
  Score: Raw -409647.739918 + Penalty 2715.803989 = -406931.935930
  nChanged 34
		SP:Iteration 22Q (14026.090000 sec): 3 clusters
  Score: Raw -409662.592002 + Penalty 2715.803989 = -406946.788013
  nChanged 31
		SP:Iteration 23Q (14026.290000 sec): 3 clusters
  Score: Raw -409673.510828 + Penalty 2715.803989 = -406957.706839
  nChanged 29
		SP:Iteration 24Q (14026.500000 sec): 3 clusters
  Score: Raw -409680.766402 + Penalty 2715.803989 = -406964.962413
  nChanged 20
		SP:Iteration 25Q (14026.680000 sec): 3 clusters
  Score: Raw -409685.249391 + Penalty 2715.803989 = -406969.445402
  nChanged 9
		SP:Iteration 26Q (14026.850000 sec): 3 clusters
  Score: Raw -409686.729331 + Penalty 2715.803989 = -406970.925342
  nChanged 6
		SP:Iteration 27Q (14027.080000 sec): 3 clusters
  Score: Raw -409689.149757 + Penalty 2715.803989 = -406973.345769
  nChanged 14
		SP:Iteration 28Q (14027.260000 sec): 3 clusters
  Score: Raw -409693.730950 + Penalty 2715.803989 = -406977.926961
  nChanged 11
		SP:Iteration 29Q (14027.420000 sec): 3 clusters
  Score: Raw -409695.964683 + Penalty 2715.803989 = -406980.160694
  nChanged 7
		SP:Iteration 30Q (14027.630000 sec): 3 clusters
  Score: Raw -409697.247503 + Penalty 2715.803989 = -406981.443515
  nChanged 6
		SP:Iteration 31Q (14027.780000 sec): 3 clusters
  Score: Raw -409698.426538 + Penalty 2715.803989 = -406982.622549
  nChanged 4
		SP:Iteration 32Q (14028.020000 sec): 3 clusters
  Score: Raw -409699.134567 + Penalty 2715.803989 = -406983.330578
  nChanged 4
		SP:Iteration 33Q (14028.210000 sec): 3 clusters
  Score: Raw -409700.192878 + Penalty 2715.803989 = -406984.388889
  nChanged 5
		SP:Iteration 34Q (14028.390000 sec): 3 clusters
  Score: Raw -409701.673308 + Penalty 2715.803989 = -406985.869319
  nChanged 6
		SP:Iteration 35Q (14028.600000 sec): 3 clusters
  Score: Raw -409702.744826 + Penalty 2715.803989 = -406986.940837
  nChanged 7
		SP:Iteration 36Q (14028.790000 sec): 3 clusters
  Score: Raw -409703.571481 + Penalty 2715.803989 = -406987.767492
  nChanged 3
		SP:Iteration 37Q (14028.940000 sec): 3 clusters
  Score: Raw -409704.316543 + Penalty 2715.803989 = -406988.512554
  nChanged 2
		SP:Iteration 38Q (14029.140000 sec): 3 clusters
  Score: Raw -409704.565070 + Penalty 2715.803989 = -406988.761082
  nChanged 2
		SP:Iteration 39Q (14029.320000 sec): 3 clusters
  Score: Raw -409704.875748 + Penalty 2715.803989 = -406989.071759
  nChanged 2
		SP:Iteration 40F (14029.510000 sec): 3 clusters
  Score: Raw -409705.303231 + Penalty 2715.803989 = -406989.499242
  nChanged 3
		SP:Iteration 41Q (14029.720000 sec): 3 clusters
  Score: Raw -409706.341474 + Penalty 2715.803989 = -406990.537485
  nChanged 2
		SP:Iteration 42Q (14029.900000 sec): 3 clusters
  Score: Raw -409706.741694 + Penalty 2715.803989 = -406990.937705
  nChanged 3
		SP:Iteration 43Q (14030.140000 sec): 3 clusters
  Score: Raw -409707.383358 + Penalty 2715.803989 = -406991.579369
  nChanged 2
		SP:Iteration 44Q (14030.340000 sec): 3 clusters
  Score: Raw -409707.587153 + Penalty 2715.803989 = -406991.783164
  nChanged 0
		SP:Iteration 45F (14030.520000 sec): 3 clusters
  Score: Raw -409707.587153 + Penalty 2715.803989 = -406991.783164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (2226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14030.610000 sec): 2 clusters
  Score: Raw -229426.347454 + Penalty 1252.543749 = -228173.803705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14030.800000 sec): 3 clusters
  Score: Raw -228486.514803 + Penalty 2505.087498 = -225981.427305
  nChanged 816
		SP:Iteration 1F (14030.960000 sec): 3 clusters
  Score: Raw -229310.038255 + Penalty 2505.087498 = -226804.950757
  nChanged 280
		SP:Iteration 2F (14031.170000 sec): 3 clusters
  Score: Raw -229830.180049 + Penalty 2505.087498 = -227325.092551
  nChanged 224
		SP:Iteration 3F (14031.350000 sec): 3 clusters
  Score: Raw -230410.150863 + Penalty 2505.087498 = -227905.063366
  nChanged 187
		SP:Iteration 4F (14031.500000 sec): 3 clusters
  Score: Raw -230836.518744 + Penalty 2505.087498 = -228331.431246
  nChanged 109
		SP:Iteration 5Q (14031.700000 sec): 3 clusters
  Score: Raw -231040.392025 + Penalty 2505.087498 = -228535.304528
  nChanged 74
		SP:Iteration 6Q (14031.910000 sec): 3 clusters
  Score: Raw -231154.134127 + Penalty 2505.087498 = -228649.046629
  nChanged 54
		SP:Iteration 7Q (14032.060000 sec): 3 clusters
  Score: Raw -231223.219275 + Penalty 2505.087498 = -228718.131777
  nChanged 40
		SP:Iteration 8Q (14032.210000 sec): 3 clusters
  Score: Raw -231272.001287 + Penalty 2505.087498 = -228766.913789
  nChanged 40
		SP:Iteration 9Q (14032.380000 sec): 3 clusters
  Score: Raw -231352.133388 + Penalty 2505.087498 = -228847.045891
  nChanged 49
		SP:Iteration 10Q (14032.570000 sec): 3 clusters
  Score: Raw -231482.116805 + Penalty 2505.087498 = -228977.029307
  nChanged 44
		SP:Iteration 11Q (14032.710000 sec): 3 clusters
  Score: Raw -231671.467386 + Penalty 2505.087498 = -229166.379888
  nChanged 34
		SP:Iteration 12Q (14032.860000 sec): 3 clusters
  Score: Raw -231998.595628 + Penalty 2505.087498 = -229493.508130
  nChanged 29
		SP:Iteration 13Q (14033.030000 sec): 3 clusters
  Score: Raw -232653.667056 + Penalty 2505.087498 = -230148.579559
  nChanged 47
		SP:Iteration 14Q (14033.210000 sec): 3 clusters
  Score: Raw -233435.624746 + Penalty 2505.087498 = -230930.537248
  nChanged 13
		SP:Iteration 15Q (14033.380000 sec): 3 clusters
  Score: Raw -233499.716659 + Penalty 2505.087498 = -230994.629161
  nChanged 9
		SP:Iteration 16Q (14033.560000 sec): 3 clusters
  Score: Raw -233510.376418 + Penalty 2505.087498 = -231005.288920
  nChanged 3
		SP:Iteration 17Q (14033.700000 sec): 3 clusters
  Score: Raw -233516.840308 + Penalty 2505.087498 = -231011.752811
  nChanged 7
		SP:Iteration 18Q (14033.840000 sec): 3 clusters
  Score: Raw -233524.022837 + Penalty 2505.087498 = -231018.935339
  nChanged 7
		SP:Iteration 19Q (14034.040000 sec): 3 clusters
  Score: Raw -233531.908699 + Penalty 2505.087498 = -231026.821202
  nChanged 7
		SP:Iteration 20F (14034.220000 sec): 3 clusters
  Score: Raw -233577.179036 + Penalty 2505.087498 = -231072.091539
  nChanged 32
		SP:Iteration 21Q (14034.370000 sec): 3 clusters
  Score: Raw -233737.087275 + Penalty 2505.087498 = -231231.999777
  nChanged 47
		SP:Iteration 22Q (14034.580000 sec): 3 clusters
  Score: Raw -234074.173955 + Penalty 2505.087498 = -231569.086457
  nChanged 27
		SP:Iteration 23Q (14034.740000 sec): 3 clusters
  Score: Raw -234426.933030 + Penalty 2505.087498 = -231921.845533
  nChanged 14
		SP:Iteration 24Q (14034.940000 sec): 3 clusters
  Score: Raw -234758.362619 + Penalty 2505.087498 = -232253.275121
  nChanged 2
		SP:Iteration 25Q (14035.100000 sec): 3 clusters
  Score: Raw -234759.297702 + Penalty 2505.087498 = -232254.210204
  nChanged 0
		SP:Iteration 26F (14035.240000 sec): 3 clusters
  Score: Raw -234759.297702 + Penalty 2505.087498 = -232254.210204
  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 9.11 GB.

 Trying to split cluster 45 (3206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14035.350000 sec): 2 clusters
  Score: Raw -353723.916402 + Penalty 1311.826642 = -352412.089761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14035.540000 sec): 3 clusters
  Score: Raw -352207.416112 + Penalty 2623.653283 = -349583.762829
  nChanged 1199
		SP:Iteration 1F (14035.750000 sec): 3 clusters
  Score: Raw -352999.919090 + Penalty 2623.653283 = -350376.265806
  nChanged 247
		SP:Iteration 2F (14035.910000 sec): 3 clusters
  Score: Raw -353165.061635 + Penalty 2623.653283 = -350541.408352
  nChanged 181
		SP:Iteration 3F (14036.100000 sec): 3 clusters
  Score: Raw -353286.051485 + Penalty 2623.653283 = -350662.398201
  nChanged 147
		SP:Iteration 4Q (14036.270000 sec): 3 clusters
  Score: Raw -353394.728163 + Penalty 2623.653283 = -350771.074880
  nChanged 148
		SP:Iteration 5Q (14036.470000 sec): 3 clusters
  Score: Raw -353519.038861 + Penalty 2623.653283 = -350895.385578
  nChanged 156
		SP:Iteration 6Q (14036.660000 sec): 3 clusters
  Score: Raw -353658.942549 + Penalty 2623.653283 = -351035.289266
  nChanged 128
		SP:Iteration 7Q (14036.840000 sec): 3 clusters
  Score: Raw -353762.343131 + Penalty 2623.653283 = -351138.689848
  nChanged 118
		SP:Iteration 8Q (14037.020000 sec): 3 clusters
  Score: Raw -353869.142353 + Penalty 2623.653283 = -351245.489069
  nChanged 128
		SP:Iteration 9Q (14037.160000 sec): 3 clusters
  Score: Raw -353964.439651 + Penalty 2623.653283 = -351340.786368
  nChanged 83
		SP:Iteration 10Q (14037.320000 sec): 3 clusters
  Score: Raw -354017.691620 + Penalty 2623.653283 = -351394.038337
  nChanged 63
		SP:Iteration 11Q (14037.530000 sec): 3 clusters
  Score: Raw -354048.640898 + Penalty 2623.653283 = -351424.987615
  nChanged 41
		SP:Iteration 12Q (14037.700000 sec): 3 clusters
  Score: Raw -354066.326807 + Penalty 2623.653283 = -351442.673524
  nChanged 29
		SP:Iteration 13Q (14037.870000 sec): 3 clusters
  Score: Raw -354078.846608 + Penalty 2623.653283 = -351455.193325
  nChanged 21
		SP:Iteration 14Q (14038.050000 sec): 3 clusters
  Score: Raw -354087.404375 + Penalty 2623.653283 = -351463.751092
  nChanged 19
		SP:Iteration 15Q (14038.260000 sec): 3 clusters
  Score: Raw -354094.456933 + Penalty 2623.653283 = -351470.803650
  nChanged 19
		SP:Iteration 16Q (14038.420000 sec): 3 clusters
  Score: Raw -354100.856605 + Penalty 2623.653283 = -351477.203321
  nChanged 9
		SP:Iteration 17Q (14038.600000 sec): 3 clusters
  Score: Raw -354104.235046 + Penalty 2623.653283 = -351480.581763
  nChanged 8
		SP:Iteration 18Q (14038.770000 sec): 3 clusters
  Score: Raw -354107.152790 + Penalty 2623.653283 = -351483.499506
  nChanged 5
		SP:Iteration 19Q (14038.880000 sec): 3 clusters
  Score: Raw -354108.668762 + Penalty 2623.653283 = -351485.015479
  nChanged 3
		SP:Iteration 20F (14039.060000 sec): 3 clusters
  Score: Raw -354109.557798 + Penalty 2623.653283 = -351485.904515
  nChanged 3
		SP:Iteration 21Q (14039.280000 sec): 3 clusters
  Score: Raw -354110.444908 + Penalty 2623.653283 = -351486.791625
  nChanged 3
		SP:Iteration 22Q (14039.420000 sec): 3 clusters
  Score: Raw -354111.172756 + Penalty 2623.653283 = -351487.519472
  nChanged 1
		SP:Iteration 23Q (14039.590000 sec): 3 clusters
  Score: Raw -354111.444270 + Penalty 2623.653283 = -351487.790987
  nChanged 1
		SP:Iteration 24Q (14039.830000 sec): 3 clusters
  Score: Raw -354111.684086 + Penalty 2623.653283 = -351488.030803
  nChanged 0
		SP:Iteration 25F (14039.980000 sec): 3 clusters
  Score: Raw -354111.684086 + Penalty 2623.653283 = -351488.030803
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14040.080000 sec): 2 clusters
  Score: Raw -433958.147504 + Penalty 1348.512676 = -432609.634828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14040.290000 sec): 3 clusters
  Score: Raw -431961.399936 + Penalty 2697.025352 = -429264.374584
  nChanged 1601
		SP:Iteration 1F (14040.460000 sec): 3 clusters
  Score: Raw -432946.247048 + Penalty 2697.025352 = -430249.221696
  nChanged 346
		SP:Iteration 2F (14040.640000 sec): 3 clusters
  Score: Raw -433257.554612 + Penalty 2697.025352 = -430560.529260
  nChanged 334
		SP:Iteration 3F (14040.820000 sec): 3 clusters
  Score: Raw -433576.909960 + Penalty 2697.025352 = -430879.884608
  nChanged 282
		SP:Iteration 4F (14041.000000 sec): 3 clusters
  Score: Raw -433823.346228 + Penalty 2697.025352 = -431126.320876
  nChanged 251
		SP:Iteration 5F (14041.190000 sec): 3 clusters
  Score: Raw -434058.756828 + Penalty 2697.025352 = -431361.731476
  nChanged 211
		SP:Iteration 6F (14041.380000 sec): 3 clusters
  Score: Raw -434245.008159 + Penalty 2697.025352 = -431547.982806
  nChanged 159
		SP:Iteration 7Q (14041.570000 sec): 3 clusters
  Score: Raw -434356.857645 + Penalty 2697.025352 = -431659.832293
  nChanged 122
		SP:Iteration 8Q (14041.740000 sec): 3 clusters
  Score: Raw -434430.535481 + Penalty 2697.025352 = -431733.510128
  nChanged 81
		SP:Iteration 9Q (14041.960000 sec): 3 clusters
  Score: Raw -434467.764636 + Penalty 2697.025352 = -431770.739283
  nChanged 50
		SP:Iteration 10Q (14042.130000 sec): 3 clusters
  Score: Raw -434486.474067 + Penalty 2697.025352 = -431789.448714
  nChanged 37
		SP:Iteration 11Q (14042.300000 sec): 3 clusters
  Score: Raw -434499.772280 + Penalty 2697.025352 = -431802.746927
  nChanged 25
		SP:Iteration 12Q (14042.480000 sec): 3 clusters
  Score: Raw -434507.137500 + Penalty 2697.025352 = -431810.112148
  nChanged 14
		SP:Iteration 13Q (14042.680000 sec): 3 clusters
  Score: Raw -434510.608933 + Penalty 2697.025352 = -431813.583581
  nChanged 9
		SP:Iteration 14Q (14042.880000 sec): 3 clusters
  Score: Raw -434512.931631 + Penalty 2697.025352 = -431815.906279
  nChanged 6
		SP:Iteration 15Q (14043.080000 sec): 3 clusters
  Score: Raw -434514.835773 + Penalty 2697.025352 = -431817.810421
  nChanged 2
		SP:Iteration 16Q (14043.300000 sec): 3 clusters
  Score: Raw -434515.587318 + Penalty 2697.025352 = -431818.561966
  nChanged 2
		SP:Iteration 17Q (14043.490000 sec): 3 clusters
  Score: Raw -434516.087234 + Penalty 2697.025352 = -431819.061881
  nChanged 1
		SP:Iteration 18Q (14043.670000 sec): 3 clusters
  Score: Raw -434516.746054 + Penalty 2697.025352 = -431819.720702
  nChanged 2
		SP:Iteration 19Q (14043.810000 sec): 3 clusters
  Score: Raw -434517.518510 + Penalty 2697.025352 = -431820.493158
  nChanged 2
		SP:Iteration 20F (14044.040000 sec): 3 clusters
  Score: Raw -434518.070570 + Penalty 2697.025352 = -431821.045218
  nChanged 6
		SP:Iteration 21Q (14044.250000 sec): 3 clusters
  Score: Raw -434519.368790 + Penalty 2697.025352 = -431822.343438
  nChanged 2
		SP:Iteration 22Q (14044.410000 sec): 3 clusters
  Score: Raw -434519.721843 + Penalty 2697.025352 = -431822.696490
  nChanged 1
		SP:Iteration 23Q (14044.600000 sec): 3 clusters
  Score: Raw -434520.035739 + Penalty 2697.025352 = -431823.010387
  nChanged 0
		SP:Iteration 24F (14044.730000 sec): 3 clusters
  Score: Raw -434520.035739 + Penalty 2697.025352 = -431823.010387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (15656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14044.920000 sec): 2 clusters
  Score: Raw -1755317.435785 + Penalty 1569.524045 = -1753747.911739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14045.140000 sec): 3 clusters
  Score: Raw -1746064.938899 + Penalty 3139.048090 = -1742925.890808
  nChanged 6922
		SP:Iteration 1F (14045.350000 sec): 3 clusters
  Score: Raw -1749829.370012 + Penalty 3139.048090 = -1746690.321922
  nChanged 858
		SP:Iteration 2F (14045.550000 sec): 3 clusters
  Score: Raw -1750237.610228 + Penalty 3139.048090 = -1747098.562137
  nChanged 845
		SP:Iteration 3F (14045.770000 sec): 3 clusters
  Score: Raw -1750679.101710 + Penalty 3139.048090 = -1747540.053620
  nChanged 863
		SP:Iteration 4F (14046.040000 sec): 3 clusters
  Score: Raw -1751168.584407 + Penalty 3139.048090 = -1748029.536316
  nChanged 934
		SP:Iteration 5F (14046.300000 sec): 3 clusters
  Score: Raw -1751804.530362 + Penalty 3139.048090 = -1748665.482271
  nChanged 987
		SP:Iteration 6F (14046.580000 sec): 3 clusters
  Score: Raw -1752585.310637 + Penalty 3139.048090 = -1749446.262546
  nChanged 951
		SP:Iteration 7F (14046.820000 sec): 3 clusters
  Score: Raw -1753384.075460 + Penalty 3139.048090 = -1750245.027370
  nChanged 808
		SP:Iteration 8F (14047.060000 sec): 3 clusters
  Score: Raw -1754119.982949 + Penalty 3139.048090 = -1750980.934858
  nChanged 575
		SP:Iteration 9Q (14047.240000 sec): 3 clusters
  Score: Raw -1754635.361835 + Penalty 3139.048090 = -1751496.313745
  nChanged 374
		SP:Iteration 10Q (14047.510000 sec): 3 clusters
  Score: Raw -1754971.472940 + Penalty 3139.048090 = -1751832.424850
  nChanged 247
		SP:Iteration 11Q (14047.740000 sec): 3 clusters
  Score: Raw -1755184.524492 + Penalty 3139.048090 = -1752045.476401
  nChanged 159
		SP:Iteration 12Q (14047.950000 sec): 3 clusters
  Score: Raw -1755332.417943 + Penalty 3139.048090 = -1752193.369853
  nChanged 112
		SP:Iteration 13Q (14048.190000 sec): 3 clusters
  Score: Raw -1755421.715605 + Penalty 3139.048090 = -1752282.667514
  nChanged 68
		SP:Iteration 14Q (14048.430000 sec): 3 clusters
  Score: Raw -1755469.240499 + Penalty 3139.048090 = -1752330.192409
  nChanged 33
		SP:Iteration 15Q (14048.640000 sec): 3 clusters
  Score: Raw -1755494.680542 + Penalty 3139.048090 = -1752355.632451
  nChanged 27
		SP:Iteration 16Q (14048.850000 sec): 3 clusters
  Score: Raw -1755518.989416 + Penalty 3139.048090 = -1752379.941326
  nChanged 22
		SP:Iteration 17Q (14049.040000 sec): 3 clusters
  Score: Raw -1755532.787652 + Penalty 3139.048090 = -1752393.739562
  nChanged 16
		SP:Iteration 18Q (14049.270000 sec): 3 clusters
  Score: Raw -1755542.615920 + Penalty 3139.048090 = -1752403.567829
  nChanged 14
		SP:Iteration 19Q (14049.510000 sec): 3 clusters
  Score: Raw -1755551.596758 + Penalty 3139.048090 = -1752412.548668
  nChanged 11
		SP:Iteration 20F (14049.750000 sec): 3 clusters
  Score: Raw -1755559.539627 + Penalty 3139.048090 = -1752420.491537
  nChanged 13
		SP:Iteration 21Q (14049.970000 sec): 3 clusters
  Score: Raw -1755570.375359 + Penalty 3139.048090 = -1752431.327269
  nChanged 11
		SP:Iteration 22Q (14050.240000 sec): 3 clusters
  Score: Raw -1755578.854668 + Penalty 3139.048090 = -1752439.806578
  nChanged 7
		SP:Iteration 23Q (14050.470000 sec): 3 clusters
  Score: Raw -1755584.059030 + Penalty 3139.048090 = -1752445.010940
  nChanged 8
		SP:Iteration 24Q (14050.770000 sec): 3 clusters
  Score: Raw -1755592.601152 + Penalty 3139.048090 = -1752453.553062
  nChanged 10
		SP:Iteration 25Q (14050.960000 sec): 3 clusters
  Score: Raw -1755600.185684 + Penalty 3139.048090 = -1752461.137594
  nChanged 8
		SP:Iteration 26Q (14051.170000 sec): 3 clusters
  Score: Raw -1755604.624606 + Penalty 3139.048090 = -1752465.576515
  nChanged 3
		SP:Iteration 27Q (14051.410000 sec): 3 clusters
  Score: Raw -1755606.194911 + Penalty 3139.048090 = -1752467.146821
  nChanged 3
		SP:Iteration 28Q (14051.660000 sec): 3 clusters
  Score: Raw -1755607.971893 + Penalty 3139.048090 = -1752468.923803
  nChanged 3
		SP:Iteration 29Q (14051.920000 sec): 3 clusters
  Score: Raw -1755609.821951 + Penalty 3139.048090 = -1752470.773861
  nChanged 2
		SP:Iteration 30Q (14052.190000 sec): 3 clusters
  Score: Raw -1755611.589735 + Penalty 3139.048090 = -1752472.541644
  nChanged 3
		SP:Iteration 31Q (14052.420000 sec): 3 clusters
  Score: Raw -1755614.455288 + Penalty 3139.048090 = -1752475.407197
  nChanged 5
		SP:Iteration 32Q (14052.680000 sec): 3 clusters
  Score: Raw -1755617.502532 + Penalty 3139.048090 = -1752478.454442
  nChanged 3
		SP:Iteration 33Q (14052.960000 sec): 3 clusters
  Score: Raw -1755619.974866 + Penalty 3139.048090 = -1752480.926776
  nChanged 3
		SP:Iteration 34Q (14053.150000 sec): 3 clusters
  Score: Raw -1755621.931471 + Penalty 3139.048090 = -1752482.883381
  nChanged 2
		SP:Iteration 35Q (14053.370000 sec): 3 clusters
  Score: Raw -1755623.555825 + Penalty 3139.048090 = -1752484.507735
  nChanged 2
		SP:Iteration 36Q (14053.620000 sec): 3 clusters
  Score: Raw -1755624.679763 + Penalty 3139.048090 = -1752485.631672
  nChanged 0
		SP:Iteration 37F (14053.850000 sec): 3 clusters
  Score: Raw -1755624.679763 + Penalty 3139.048090 = -1752485.631672
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14053.960000 sec): 2 clusters
  Score: Raw -482251.626133 + Penalty 1364.814751 = -480886.811382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14054.200000 sec): 3 clusters
  Score: Raw -480017.773869 + Penalty 2729.629501 = -477288.144368
  nChanged 1766
		SP:Iteration 1F (14054.340000 sec): 3 clusters
  Score: Raw -481070.647106 + Penalty 2729.629501 = -478341.017605
  nChanged 357
		SP:Iteration 2F (14054.550000 sec): 3 clusters
  Score: Raw -481302.606277 + Penalty 2729.629501 = -478572.976775
  nChanged 278
		SP:Iteration 3F (14054.760000 sec): 3 clusters
  Score: Raw -481490.218295 + Penalty 2729.629501 = -478760.588793
  nChanged 240
		SP:Iteration 4F (14054.930000 sec): 3 clusters
  Score: Raw -481636.015101 + Penalty 2729.629501 = -478906.385600
  nChanged 185
		SP:Iteration 5Q (14055.110000 sec): 3 clusters
  Score: Raw -481734.728708 + Penalty 2729.629501 = -479005.099206
  nChanged 165
		SP:Iteration 6Q (14055.280000 sec): 3 clusters
  Score: Raw -481822.608553 + Penalty 2729.629501 = -479092.979052
  nChanged 160
		SP:Iteration 7Q (14055.470000 sec): 3 clusters
  Score: Raw -481924.859829 + Penalty 2729.629501 = -479195.230327
  nChanged 168
		SP:Iteration 8Q (14055.660000 sec): 3 clusters
  Score: Raw -482033.126768 + Penalty 2729.629501 = -479303.497266
  nChanged 163
		SP:Iteration 9Q (14055.880000 sec): 3 clusters
  Score: Raw -482121.529290 + Penalty 2729.629501 = -479391.899789
  nChanged 126
		SP:Iteration 10Q (14056.050000 sec): 3 clusters
  Score: Raw -482196.104952 + Penalty 2729.629501 = -479466.475450
  nChanged 116
		SP:Iteration 11Q (14056.220000 sec): 3 clusters
  Score: Raw -482264.045307 + Penalty 2729.629501 = -479534.415806
  nChanged 109
		SP:Iteration 12Q (14056.410000 sec): 3 clusters
  Score: Raw -482339.808619 + Penalty 2729.629501 = -479610.179118
  nChanged 103
		SP:Iteration 13Q (14056.620000 sec): 3 clusters
  Score: Raw -482402.129908 + Penalty 2729.629501 = -479672.500406
  nChanged 92
		SP:Iteration 14Q (14056.830000 sec): 3 clusters
  Score: Raw -482455.991887 + Penalty 2729.629501 = -479726.362385
  nChanged 82
		SP:Iteration 15Q (14057.010000 sec): 3 clusters
  Score: Raw -482489.416395 + Penalty 2729.629501 = -479759.786894
  nChanged 49
		SP:Iteration 16Q (14057.180000 sec): 3 clusters
  Score: Raw -482505.111479 + Penalty 2729.629501 = -479775.481977
  nChanged 48
		SP:Iteration 17Q (14057.400000 sec): 3 clusters
  Score: Raw -482524.214633 + Penalty 2729.629501 = -479794.585132
  nChanged 44
		SP:Iteration 18Q (14057.580000 sec): 3 clusters
  Score: Raw -482544.095780 + Penalty 2729.629501 = -479814.466278
  nChanged 46
		SP:Iteration 19Q (14057.780000 sec): 3 clusters
  Score: Raw -482559.378602 + Penalty 2729.629501 = -479829.749101
  nChanged 36
		SP:Iteration 20F (14057.970000 sec): 3 clusters
  Score: Raw -482575.004340 + Penalty 2729.629501 = -479845.374838
  nChanged 38
		SP:Iteration 21Q (14058.110000 sec): 3 clusters
  Score: Raw -482590.619809 + Penalty 2729.629501 = -479860.990307
  nChanged 36
		SP:Iteration 22Q (14058.310000 sec): 3 clusters
  Score: Raw -482607.579081 + Penalty 2729.629501 = -479877.949580
  nChanged 28
		SP:Iteration 23Q (14058.500000 sec): 3 clusters
  Score: Raw -482618.899792 + Penalty 2729.629501 = -479889.270290
  nChanged 26
		SP:Iteration 24Q (14058.650000 sec): 3 clusters
  Score: Raw -482628.445657 + Penalty 2729.629501 = -479898.816156
  nChanged 22
		SP:Iteration 25Q (14058.890000 sec): 3 clusters
  Score: Raw -482634.717349 + Penalty 2729.629501 = -479905.087848
  nChanged 9
		SP:Iteration 26Q (14059.090000 sec): 3 clusters
  Score: Raw -482636.791874 + Penalty 2729.629501 = -479907.162372
  nChanged 11
		SP:Iteration 27Q (14059.250000 sec): 3 clusters
  Score: Raw -482639.616092 + Penalty 2729.629501 = -479909.986590
  nChanged 11
		SP:Iteration 28Q (14059.490000 sec): 3 clusters
  Score: Raw -482643.350010 + Penalty 2729.629501 = -479913.720509
  nChanged 13
		SP:Iteration 29Q (14059.660000 sec): 3 clusters
  Score: Raw -482646.118608 + Penalty 2729.629501 = -479916.489107
  nChanged 11
		SP:Iteration 30Q (14059.810000 sec): 3 clusters
  Score: Raw -482648.620892 + Penalty 2729.629501 = -479918.991390
  nChanged 8
		SP:Iteration 31Q (14060.020000 sec): 3 clusters
  Score: Raw -482650.104235 + Penalty 2729.629501 = -479920.474734
  nChanged 8
		SP:Iteration 32Q (14060.190000 sec): 3 clusters
  Score: Raw -482652.054660 + Penalty 2729.629501 = -479922.425159
  nChanged 12
		SP:Iteration 33Q (14060.380000 sec): 3 clusters
  Score: Raw -482655.657356 + Penalty 2729.629501 = -479926.027855
  nChanged 11
		SP:Iteration 34Q (14060.540000 sec): 3 clusters
  Score: Raw -482658.731003 + Penalty 2729.629501 = -479929.101502
  nChanged 9
		SP:Iteration 35Q (14060.700000 sec): 3 clusters
  Score: Raw -482660.421690 + Penalty 2729.629501 = -479930.792188
  nChanged 4
		SP:Iteration 36Q (14060.880000 sec): 3 clusters
  Score: Raw -482661.321360 + Penalty 2729.629501 = -479931.691859
  nChanged 5
		SP:Iteration 37Q (14061.090000 sec): 3 clusters
  Score: Raw -482662.823291 + Penalty 2729.629501 = -479933.193790
  nChanged 5
		SP:Iteration 38Q (14061.260000 sec): 3 clusters
  Score: Raw -482663.792803 + Penalty 2729.629501 = -479934.163302
  nChanged 2
		SP:Iteration 39Q (14061.410000 sec): 3 clusters
  Score: Raw -482664.185475 + Penalty 2729.629501 = -479934.555973
  nChanged 1
		SP:Iteration 40F (14061.610000 sec): 3 clusters
  Score: Raw -482664.423436 + Penalty 2729.629501 = -479934.793934
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (94603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14062.150000 sec): 2 clusters
  Score: Raw -10424995.556368 + Penalty 1861.834726 = -10423133.721642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14062.710000 sec): 3 clusters
  Score: Raw -10363636.381899 + Penalty 3723.669452 = -10359912.712448
  nChanged 45170
		SP:Iteration 1F (14063.240000 sec): 3 clusters
  Score: Raw -10389482.672926 + Penalty 3723.669452 = -10385759.003474
  nChanged 2991
		SP:Iteration 2Q (14063.850000 sec): 3 clusters
  Score: Raw -10390140.757685 + Penalty 3723.669452 = -10386417.088233
  nChanged 3078
		SP:Iteration 3Q (14064.400000 sec): 3 clusters
  Score: Raw -10390901.174214 + Penalty 3723.669452 = -10387177.504762
  nChanged 3259
		SP:Iteration 4Q (14065.030000 sec): 3 clusters
  Score: Raw -10391858.840448 + Penalty 3723.669452 = -10388135.170997
  nChanged 3610
		SP:Iteration 5Q (14065.640000 sec): 3 clusters
  Score: Raw -10393116.889363 + Penalty 3723.669452 = -10389393.219911
  nChanged 4106
		SP:Iteration 6Q (14066.290000 sec): 3 clusters
  Score: Raw -10394997.162808 + Penalty 3723.669452 = -10391273.493356
  nChanged 4929
		SP:Iteration 7F (14066.930000 sec): 3 clusters
  Score: Raw -10397890.618207 + Penalty 3723.669452 = -10394166.948755
  nChanged 5638
		SP:Iteration 8F (14067.550000 sec): 3 clusters
  Score: Raw -10401685.751171 + Penalty 3723.669452 = -10397962.081719
  nChanged 5744
		SP:Iteration 9F (14068.240000 sec): 3 clusters
  Score: Raw -10405396.686809 + Penalty 3723.669452 = -10401673.017357
  nChanged 4854
		SP:Iteration 10F (14068.870000 sec): 3 clusters
  Score: Raw -10407730.697144 + Penalty 3723.669452 = -10404007.027692
  nChanged 3296
		SP:Iteration 11Q (14069.680000 sec): 3 clusters
  Score: Raw -10408677.863734 + Penalty 3723.669452 = -10404954.194282
  nChanged 1808
		SP:Iteration 12Q (14070.420000 sec): 3 clusters
  Score: Raw -10408964.329119 + Penalty 3723.669452 = -10405240.659667
  nChanged 973
		SP:Iteration 13Q (14071.210000 sec): 3 clusters
  Score: Raw -10409061.297677 + Penalty 3723.669452 = -10405337.628226
  nChanged 615
		SP:Iteration 14Q (14071.840000 sec): 3 clusters
  Score: Raw -10409121.185585 + Penalty 3723.669452 = -10405397.516134
  nChanged 522
		SP:Iteration 15Q (14072.480000 sec): 3 clusters
  Score: Raw -10409181.740689 + Penalty 3723.669452 = -10405458.071237
  nChanged 574
		SP:Iteration 16Q (14073.080000 sec): 3 clusters
  Score: Raw -10409245.294005 + Penalty 3723.669452 = -10405521.624553
  nChanged 562
		SP:Iteration 17Q (14073.770000 sec): 3 clusters
  Score: Raw -10409310.662809 + Penalty 3723.669452 = -10405586.993357
  nChanged 552
		SP:Iteration 18Q (14074.410000 sec): 3 clusters
  Score: Raw -10409379.798865 + Penalty 3723.669452 = -10405656.129413
  nChanged 601
		SP:Iteration 19Q (14075.020000 sec): 3 clusters
  Score: Raw -10409456.808558 + Penalty 3723.669452 = -10405733.139106
  nChanged 638
		SP:Iteration 20F (14075.620000 sec): 3 clusters
  Score: Raw -10409538.857283 + Penalty 3723.669452 = -10405815.187831
  nChanged 651
		SP:Iteration 21Q (14076.340000 sec): 3 clusters
  Score: Raw -10409624.886933 + Penalty 3723.669452 = -10405901.217482
  nChanged 643
		SP:Iteration 22Q (14076.960000 sec): 3 clusters
  Score: Raw -10409705.975279 + Penalty 3723.669452 = -10405982.305828
  nChanged 627
		SP:Iteration 23Q (14077.580000 sec): 3 clusters
  Score: Raw -10409789.458740 + Penalty 3723.669452 = -10406065.789288
  nChanged 653
		SP:Iteration 24Q (14078.220000 sec): 3 clusters
  Score: Raw -10409881.421191 + Penalty 3723.669452 = -10406157.751739
  nChanged 673
		SP:Iteration 25Q (14078.880000 sec): 3 clusters
  Score: Raw -10409976.156467 + Penalty 3723.669452 = -10406252.487015
  nChanged 713
		SP:Iteration 26Q (14079.490000 sec): 3 clusters
  Score: Raw -10410083.762375 + Penalty 3723.669452 = -10406360.092923
  nChanged 741
		SP:Iteration 27Q (14080.100000 sec): 3 clusters
  Score: Raw -10410197.396194 + Penalty 3723.669452 = -10406473.726742
  nChanged 765
		SP:Iteration 28Q (14080.710000 sec): 3 clusters
  Score: Raw -10410320.144525 + Penalty 3723.669452 = -10406596.475073
  nChanged 801
		SP:Iteration 29Q (14081.410000 sec): 3 clusters
  Score: Raw -10410449.490965 + Penalty 3723.669452 = -10406725.821513
  nChanged 919
		SP:Iteration 30Q (14082.040000 sec): 3 clusters
  Score: Raw -10410601.856109 + Penalty 3723.669452 = -10406878.186657
  nChanged 928
		SP:Iteration 31Q (14082.680000 sec): 3 clusters
  Score: Raw -10410764.211134 + Penalty 3723.669452 = -10407040.541682
  nChanged 966
		SP:Iteration 32Q (14083.360000 sec): 3 clusters
  Score: Raw -10410942.923996 + Penalty 3723.669452 = -10407219.254544
  nChanged 1000
		SP:Iteration 33Q (14084.050000 sec): 3 clusters
  Score: Raw -10411129.699350 + Penalty 3723.669452 = -10407406.029898
  nChanged 1085
		SP:Iteration 34Q (14084.740000 sec): 3 clusters
  Score: Raw -10411334.036503 + Penalty 3723.669452 = -10407610.367051
  nChanged 1077
		SP:Iteration 35Q (14085.420000 sec): 3 clusters
  Score: Raw -10411545.124752 + Penalty 3723.669452 = -10407821.455300
  nChanged 1226
		SP:Iteration 36Q (14086.120000 sec): 3 clusters
  Score: Raw -10411820.206043 + Penalty 3723.669452 = -10408096.536591
  nChanged 1352
		SP:Iteration 37Q (14086.820000 sec): 3 clusters
  Score: Raw -10412148.152073 + Penalty 3723.669452 = -10408424.482621
  nChanged 1445
		SP:Iteration 38Q (14087.540000 sec): 3 clusters
  Score: Raw -10412517.395804 + Penalty 3723.669452 = -10408793.726352
  nChanged 1518
		SP:Iteration 39Q (14088.230000 sec): 3 clusters
  Score: Raw -10412927.475321 + Penalty 3723.669452 = -10409203.805869
  nChanged 1567
		SP:Iteration 40F (14088.940000 sec): 3 clusters
  Score: Raw -10413365.019224 + Penalty 3723.669452 = -10409641.349772
  nChanged 1578
		SP:Iteration 41Q (14089.670000 sec): 3 clusters
  Score: Raw -10413822.881107 + Penalty 3723.669452 = -10410099.211656
  nChanged 1615
		SP:Iteration 42Q (14090.390000 sec): 3 clusters
  Score: Raw -10414327.365251 + Penalty 3723.669452 = -10410603.695799
  nChanged 1687
		SP:Iteration 43Q (14091.110000 sec): 3 clusters
  Score: Raw -10414901.787477 + Penalty 3723.669452 = -10411178.118025
  nChanged 1775
		SP:Iteration 44Q (14091.760000 sec): 3 clusters
  Score: Raw -10415572.948355 + Penalty 3723.669452 = -10411849.278903
  nChanged 1837
		SP:Iteration 45Q (14092.440000 sec): 3 clusters
  Score: Raw -10416329.310715 + Penalty 3723.669452 = -10412605.641263
  nChanged 1846
		SP:Iteration 46Q (14093.060000 sec): 3 clusters
  Score: Raw -10417157.950283 + Penalty 3723.669452 = -10413434.280831
  nChanged 1854
		SP:Iteration 47Q (14093.670000 sec): 3 clusters
  Score: Raw -10418057.653553 + Penalty 3723.669452 = -10414333.984101
  nChanged 1820
		SP:Iteration 48Q (14094.280000 sec): 3 clusters
  Score: Raw -10419026.263629 + Penalty 3723.669452 = -10415302.594177
  nChanged 1723
		SP:Iteration 49Q (14094.920000 sec): 3 clusters
  Score: Raw -10420004.671099 + Penalty 3723.669452 = -10416281.001647
  nChanged 1615
		SP:Iteration 50Q (14095.590000 sec): 3 clusters
  Score: Raw -10420957.755739 + Penalty 3723.669452 = -10417234.086288
  nChanged 1446
		SP:Iteration 51Q (14096.240000 sec): 3 clusters
  Score: Raw -10421861.852739 + Penalty 3723.669452 = -10418138.183287
  nChanged 1260
		SP:Iteration 52Q (14096.880000 sec): 3 clusters
  Score: Raw -10422702.690208 + Penalty 3723.669452 = -10418979.020757
  nChanged 1038
		SP:Iteration 53Q (14097.530000 sec): 3 clusters
  Score: Raw -10423445.630442 + Penalty 3723.669452 = -10419721.960990
  nChanged 845
		SP:Iteration 54Q (14098.110000 sec): 3 clusters
  Score: Raw -10424066.324167 + Penalty 3723.669452 = -10420342.654715
  nChanged 587
		SP:Iteration 55Q (14098.690000 sec): 3 clusters
  Score: Raw -10424500.522194 + Penalty 3723.669452 = -10420776.852742
  nChanged 382
		SP:Iteration 56Q (14099.310000 sec): 3 clusters
  Score: Raw -10424765.747870 + Penalty 3723.669452 = -10421042.078418
  nChanged 242
		SP:Iteration 57Q (14099.780000 sec): 3 clusters
  Score: Raw -10424929.423973 + Penalty 3723.669452 = -10421205.754521
  nChanged 157
		SP:Iteration 58Q (14100.220000 sec): 3 clusters
  Score: Raw -10425034.863866 + Penalty 3723.669452 = -10421311.194414
  nChanged 107
		SP:Iteration 59Q (14100.660000 sec): 3 clusters
  Score: Raw -10425109.939708 + Penalty 3723.669452 = -10421386.270256
  nChanged 82
		SP:Iteration 60F (14101.270000 sec): 3 clusters
  Score: Raw -10425170.585503 + Penalty 3723.669452 = -10421446.916051
  nChanged 48
		SP:Iteration 61Q (14101.800000 sec): 3 clusters
  Score: Raw -10425202.339505 + Penalty 3723.669452 = -10421478.670053
  nChanged 32
		SP:Iteration 62Q (14102.360000 sec): 3 clusters
  Score: Raw -10425221.126198 + Penalty 3723.669452 = -10421497.456746
  nChanged 27
		SP:Iteration 63Q (14102.910000 sec): 3 clusters
  Score: Raw -10425240.585348 + Penalty 3723.669452 = -10421516.915896
  nChanged 25
		SP:Iteration 64Q (14103.480000 sec): 3 clusters
  Score: Raw -10425258.219784 + Penalty 3723.669452 = -10421534.550333
  nChanged 15
		SP:Iteration 65Q (14104.040000 sec): 3 clusters
  Score: Raw -10425268.292409 + Penalty 3723.669452 = -10421544.622957
  nChanged 7
		SP:Iteration 66Q (14104.610000 sec): 3 clusters
  Score: Raw -10425273.304387 + Penalty 3723.669452 = -10421549.634935
  nChanged 6
		SP:Iteration 67Q (14105.220000 sec): 3 clusters
  Score: Raw -10425275.690657 + Penalty 3723.669452 = -10421552.021205
  nChanged 3
		SP:Iteration 68Q (14105.860000 sec): 3 clusters
  Score: Raw -10425277.672573 + Penalty 3723.669452 = -10421554.003121
  nChanged 2
		SP:Iteration 69Q (14106.540000 sec): 3 clusters
  Score: Raw -10425278.933599 + Penalty 3723.669452 = -10421555.264147
  nChanged 6
		SP:Iteration 70Q (14107.130000 sec): 3 clusters
  Score: Raw -10425282.494277 + Penalty 3723.669452 = -10421558.824825
  nChanged 7
		SP:Iteration 71Q (14107.680000 sec): 3 clusters
  Score: Raw -10425287.003331 + Penalty 3723.669452 = -10421563.333879
  nChanged 5
		SP:Iteration 72Q (14108.260000 sec): 3 clusters
  Score: Raw -10425289.436734 + Penalty 3723.669452 = -10421565.767282
  nChanged 3
		SP:Iteration 73Q (14108.840000 sec): 3 clusters
  Score: Raw -10425291.443153 + Penalty 3723.669452 = -10421567.773702
  nChanged 4
		SP:Iteration 74Q (14109.380000 sec): 3 clusters
  Score: Raw -10425292.947737 + Penalty 3723.669452 = -10421569.278285
  nChanged 3
		SP:Iteration 75Q (14109.850000 sec): 3 clusters
  Score: Raw -10425295.150896 + Penalty 3723.669452 = -10421571.481444
  nChanged 2
		SP:Iteration 76Q (14110.320000 sec): 3 clusters
  Score: Raw -10425296.180260 + Penalty 3723.669452 = -10421572.510808
  nChanged 2
		SP:Iteration 77Q (14110.820000 sec): 3 clusters
  Score: Raw -10425297.335529 + Penalty 3723.669452 = -10421573.666077
  nChanged 2
		SP:Iteration 78Q (14111.370000 sec): 3 clusters
  Score: Raw -10425298.528310 + Penalty 3723.669452 = -10421574.858859
  nChanged 3
		SP:Iteration 79Q (14111.850000 sec): 3 clusters
  Score: Raw -10425301.948525 + Penalty 3723.669452 = -10421578.279073
  nChanged 9
		SP:Iteration 80F (14112.470000 sec): 3 clusters
  Score: Raw -10425306.466586 + Penalty 3723.669452 = -10421582.797135
  nChanged 4
		SP:Iteration 81Q (14113.130000 sec): 3 clusters
  Score: Raw -10425308.620807 + Penalty 3723.669452 = -10421584.951355
  nChanged 3
		SP:Iteration 82Q (14113.830000 sec): 3 clusters
  Score: Raw -10425310.416065 + Penalty 3723.669452 = -10421586.746614
  nChanged 2
		SP:Iteration 83Q (14114.480000 sec): 3 clusters
  Score: Raw -10425311.988597 + Penalty 3723.669452 = -10421588.319146
  nChanged 1
		SP:Iteration 84Q (14115.090000 sec): 3 clusters
  Score: Raw -10425312.745195 + Penalty 3723.669452 = -10421589.075743
  nChanged 0
		SP:Iteration 85F (14115.750000 sec): 3 clusters
  Score: Raw -10425312.745195 + Penalty 3723.669452 = -10421589.075743
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14115.940000 sec): 2 clusters
  Score: Raw -596593.584323 + Penalty 1399.797490 = -595193.786833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14116.110000 sec): 3 clusters
  Score: Raw -593728.761031 + Penalty 2799.594979 = -590929.166052
  nChanged 2240
		SP:Iteration 1F (14116.310000 sec): 3 clusters
  Score: Raw -595028.487075 + Penalty 2799.594979 = -592228.892096
  nChanged 408
		SP:Iteration 2F (14116.490000 sec): 3 clusters
  Score: Raw -595279.439067 + Penalty 2799.594979 = -592479.844088
  nChanged 334
		SP:Iteration 3F (14116.670000 sec): 3 clusters
  Score: Raw -595488.882579 + Penalty 2799.594979 = -592689.287599
  nChanged 289
		SP:Iteration 4F (14116.900000 sec): 3 clusters
  Score: Raw -595704.715807 + Penalty 2799.594979 = -592905.120828
  nChanged 273
		SP:Iteration 5Q (14117.130000 sec): 3 clusters
  Score: Raw -595904.505855 + Penalty 2799.594979 = -593104.910876
  nChanged 238
		SP:Iteration 6Q (14117.310000 sec): 3 clusters
  Score: Raw -596084.614639 + Penalty 2799.594979 = -593285.019660
  nChanged 210
		SP:Iteration 7Q (14117.470000 sec): 3 clusters
  Score: Raw -596259.900704 + Penalty 2799.594979 = -593460.305724
  nChanged 238
		SP:Iteration 8Q (14117.660000 sec): 3 clusters
  Score: Raw -596452.717583 + Penalty 2799.594979 = -593653.122604
  nChanged 237
		SP:Iteration 9Q (14117.860000 sec): 3 clusters
  Score: Raw -596645.653292 + Penalty 2799.594979 = -593846.058313
  nChanged 219
		SP:Iteration 10Q (14118.070000 sec): 3 clusters
  Score: Raw -596826.565422 + Penalty 2799.594979 = -594026.970443
  nChanged 188
		SP:Iteration 11Q (14118.220000 sec): 3 clusters
  Score: Raw -596952.243143 + Penalty 2799.594979 = -594152.648164
  nChanged 167
		SP:Iteration 12Q (14118.410000 sec): 3 clusters
  Score: Raw -597067.447652 + Penalty 2799.594979 = -594267.852673
  nChanged 137
		SP:Iteration 13Q (14118.580000 sec): 3 clusters
  Score: Raw -597152.810921 + Penalty 2799.594979 = -594353.215942
  nChanged 113
		SP:Iteration 14Q (14118.780000 sec): 3 clusters
  Score: Raw -597213.056967 + Penalty 2799.594979 = -594413.461988
  nChanged 83
		SP:Iteration 15Q (14118.970000 sec): 3 clusters
  Score: Raw -597257.093394 + Penalty 2799.594979 = -594457.498415
  nChanged 73
		SP:Iteration 16Q (14119.150000 sec): 3 clusters
  Score: Raw -597286.693254 + Penalty 2799.594979 = -594487.098275
  nChanged 60
		SP:Iteration 17Q (14119.360000 sec): 3 clusters
  Score: Raw -597310.228414 + Penalty 2799.594979 = -594510.633435
  nChanged 54
		SP:Iteration 18Q (14119.510000 sec): 3 clusters
  Score: Raw -597327.972018 + Penalty 2799.594979 = -594528.377039
  nChanged 38
		SP:Iteration 19Q (14119.730000 sec): 3 clusters
  Score: Raw -597338.175615 + Penalty 2799.594979 = -594538.580636
  nChanged 27
		SP:Iteration 20F (14119.930000 sec): 3 clusters
  Score: Raw -597344.225973 + Penalty 2799.594979 = -594544.630994
  nChanged 20
		SP:Iteration 21Q (14120.150000 sec): 3 clusters
  Score: Raw -597349.815521 + Penalty 2799.594979 = -594550.220542
  nChanged 13
		SP:Iteration 22Q (14120.340000 sec): 3 clusters
  Score: Raw -597352.942057 + Penalty 2799.594979 = -594553.347078
  nChanged 14
		SP:Iteration 23Q (14120.520000 sec): 3 clusters
  Score: Raw -597356.728391 + Penalty 2799.594979 = -594557.133412
  nChanged 18
		SP:Iteration 24Q (14120.740000 sec): 3 clusters
  Score: Raw -597361.442765 + Penalty 2799.594979 = -594561.847785
  nChanged 16
		SP:Iteration 25Q (14120.890000 sec): 3 clusters
  Score: Raw -597365.985101 + Penalty 2799.594979 = -594566.390122
  nChanged 16
		SP:Iteration 26Q (14121.100000 sec): 3 clusters
  Score: Raw -597370.570460 + Penalty 2799.594979 = -594570.975481
  nChanged 24
		SP:Iteration 27Q (14121.320000 sec): 3 clusters
  Score: Raw -597377.648201 + Penalty 2799.594979 = -594578.053221
  nChanged 24
		SP:Iteration 28Q (14121.520000 sec): 3 clusters
  Score: Raw -597383.612305 + Penalty 2799.594979 = -594584.017326
  nChanged 22
		SP:Iteration 29Q (14121.660000 sec): 3 clusters
  Score: Raw -597387.750859 + Penalty 2799.594979 = -594588.155880
  nChanged 9
		SP:Iteration 30Q (14121.880000 sec): 3 clusters
  Score: Raw -597389.178868 + Penalty 2799.594979 = -594589.583889
  nChanged 5
		SP:Iteration 31Q (14122.070000 sec): 3 clusters
  Score: Raw -597390.096571 + Penalty 2799.594979 = -594590.501592
  nChanged 8
		SP:Iteration 32Q (14122.280000 sec): 3 clusters
  Score: Raw -597391.644255 + Penalty 2799.594979 = -594592.049276
  nChanged 7
		SP:Iteration 33Q (14122.490000 sec): 3 clusters
  Score: Raw -597393.008942 + Penalty 2799.594979 = -594593.413962
  nChanged 6
		SP:Iteration 34Q (14122.660000 sec): 3 clusters
  Score: Raw -597394.247680 + Penalty 2799.594979 = -594594.652700
  nChanged 7
		SP:Iteration 35Q (14122.850000 sec): 3 clusters
  Score: Raw -597395.600304 + Penalty 2799.594979 = -594596.005325
  nChanged 7
		SP:Iteration 36Q (14123.060000 sec): 3 clusters
  Score: Raw -597396.661185 + Penalty 2799.594979 = -594597.066206
  nChanged 7
		SP:Iteration 37Q (14123.240000 sec): 3 clusters
  Score: Raw -597398.161045 + Penalty 2799.594979 = -594598.566066
  nChanged 11
		SP:Iteration 38Q (14123.480000 sec): 3 clusters
  Score: Raw -597400.626345 + Penalty 2799.594979 = -594601.031366
  nChanged 9
		SP:Iteration 39Q (14123.660000 sec): 3 clusters
  Score: Raw -597402.464493 + Penalty 2799.594979 = -594602.869513
  nChanged 10
		SP:Iteration 40F (14123.880000 sec): 3 clusters
  Score: Raw -597404.490372 + Penalty 2799.594979 = -594604.895392
  nChanged 16
		SP:Iteration 41Q (14124.000000 sec): 3 clusters
  Score: Raw -597408.307798 + Penalty 2799.594979 = -594608.712818
  nChanged 16
		SP:Iteration 42Q (14124.200000 sec): 3 clusters
  Score: Raw -597412.161538 + Penalty 2799.594979 = -594612.566559
  nChanged 18
		SP:Iteration 43Q (14124.370000 sec): 3 clusters
  Score: Raw -597416.390913 + Penalty 2799.594979 = -594616.795934
  nChanged 18
		SP:Iteration 44Q (14124.580000 sec): 3 clusters
  Score: Raw -597420.622938 + Penalty 2799.594979 = -594621.027959
  nChanged 22
		SP:Iteration 45Q (14124.780000 sec): 3 clusters
  Score: Raw -597426.134766 + Penalty 2799.594979 = -594626.539787
  nChanged 20
		SP:Iteration 46Q (14124.960000 sec): 3 clusters
  Score: Raw -597430.294478 + Penalty 2799.594979 = -594630.699499
  nChanged 15
		SP:Iteration 47Q (14125.140000 sec): 3 clusters
  Score: Raw -597433.086654 + Penalty 2799.594979 = -594633.491675
  nChanged 10
		SP:Iteration 48Q (14125.310000 sec): 3 clusters
  Score: Raw -597435.027663 + Penalty 2799.594979 = -594635.432684
  nChanged 5
		SP:Iteration 49Q (14125.490000 sec): 3 clusters
  Score: Raw -597435.816329 + Penalty 2799.594979 = -594636.221349
  nChanged 5
		SP:Iteration 50Q (14125.710000 sec): 3 clusters
  Score: Raw -597436.807442 + Penalty 2799.594979 = -594637.212463
  nChanged 3
		SP:Iteration 51Q (14125.870000 sec): 3 clusters
  Score: Raw -597437.371996 + Penalty 2799.594979 = -594637.777017
  nChanged 3
		SP:Iteration 52Q (14126.070000 sec): 3 clusters
  Score: Raw -597437.868828 + Penalty 2799.594979 = -594638.273848
  nChanged 3
		SP:Iteration 53Q (14126.230000 sec): 3 clusters
  Score: Raw -597438.594285 + Penalty 2799.594979 = -594638.999306
  nChanged 2
		SP:Iteration 54Q (14126.410000 sec): 3 clusters
  Score: Raw -597438.779240 + Penalty 2799.594979 = -594639.184260
  nChanged 1
		SP:Iteration 55Q (14126.600000 sec): 3 clusters
  Score: Raw -597438.925748 + Penalty 2799.594979 = -594639.330769
  nChanged 1
		SP:Iteration 56Q (14126.780000 sec): 3 clusters
  Score: Raw -597438.991537 + Penalty 2799.594979 = -594639.396558
  nChanged 0
		SP:Iteration 57F (14127.010000 sec): 3 clusters
  Score: Raw -597438.991537 + Penalty 2799.594979 = -594639.396558
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14127.170000 sec): 2 clusters
  Score: Raw -2047017.965958 + Penalty 1598.403995 = -2045419.561962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.430000 sec): 3 clusters
  Score: Raw -2035878.957801 + Penalty 3196.807990 = -2032682.149811
  nChanged 8357
		SP:Iteration 1F (14127.680000 sec): 3 clusters
  Score: Raw -2040917.834801 + Penalty 3196.807990 = -2037721.026811
  nChanged 1298
		SP:Iteration 2F (14127.950000 sec): 3 clusters
  Score: Raw -2041637.488136 + Penalty 3196.807990 = -2038440.680146
  nChanged 1148
		SP:Iteration 3F (14128.240000 sec): 3 clusters
  Score: Raw -2042215.684309 + Penalty 3196.807990 = -2039018.876319
  nChanged 1008
		SP:Iteration 4F (14128.500000 sec): 3 clusters
  Score: Raw -2042695.754679 + Penalty 3196.807990 = -2039498.946689
  nChanged 907
		SP:Iteration 5Q (14128.790000 sec): 3 clusters
  Score: Raw -2043121.015604 + Penalty 3196.807990 = -2039924.207614
  nChanged 822
		SP:Iteration 6Q (14129.060000 sec): 3 clusters
  Score: Raw -2043530.271716 + Penalty 3196.807990 = -2040333.463726
  nChanged 834
		SP:Iteration 7Q (14129.350000 sec): 3 clusters
  Score: Raw -2043976.593367 + Penalty 3196.807990 = -2040779.785377
  nChanged 745
		SP:Iteration 8Q (14129.600000 sec): 3 clusters
  Score: Raw -2044366.858464 + Penalty 3196.807990 = -2041170.050474
  nChanged 653
		SP:Iteration 9Q (14129.870000 sec): 3 clusters
  Score: Raw -2044776.620332 + Penalty 3196.807990 = -2041579.812341
  nChanged 616
		SP:Iteration 10Q (14130.140000 sec): 3 clusters
  Score: Raw -2045189.218834 + Penalty 3196.807990 = -2041992.410844
  nChanged 541
		SP:Iteration 11Q (14130.390000 sec): 3 clusters
  Score: Raw -2045530.346368 + Penalty 3196.807990 = -2042333.538378
  nChanged 461
		SP:Iteration 12Q (14130.680000 sec): 3 clusters
  Score: Raw -2045806.760767 + Penalty 3196.807990 = -2042609.952777
  nChanged 417
		SP:Iteration 13Q (14130.930000 sec): 3 clusters
  Score: Raw -2046045.420754 + Penalty 3196.807990 = -2042848.612764
  nChanged 370
		SP:Iteration 14Q (14131.210000 sec): 3 clusters
  Score: Raw -2046228.195486 + Penalty 3196.807990 = -2043031.387496
  nChanged 273
		SP:Iteration 15Q (14131.520000 sec): 3 clusters
  Score: Raw -2046362.145411 + Penalty 3196.807990 = -2043165.337420
  nChanged 252
		SP:Iteration 16Q (14131.770000 sec): 3 clusters
  Score: Raw -2046474.993861 + Penalty 3196.807990 = -2043278.185871
  nChanged 209
		SP:Iteration 17Q (14132.050000 sec): 3 clusters
  Score: Raw -2046561.445899 + Penalty 3196.807990 = -2043364.637909
  nChanged 200
		SP:Iteration 18Q (14132.320000 sec): 3 clusters
  Score: Raw -2046657.537507 + Penalty 3196.807990 = -2043460.729517
  nChanged 197
		SP:Iteration 19Q (14132.600000 sec): 3 clusters
  Score: Raw -2046757.071216 + Penalty 3196.807990 = -2043560.263226
  nChanged 184
		SP:Iteration 20F (14132.850000 sec): 3 clusters
  Score: Raw -2046845.033122 + Penalty 3196.807990 = -2043648.225132
  nChanged 165
		SP:Iteration 21Q (14133.110000 sec): 3 clusters
  Score: Raw -2046924.846373 + Penalty 3196.807990 = -2043728.038382
  nChanged 146
		SP:Iteration 22Q (14133.370000 sec): 3 clusters
  Score: Raw -2046980.990085 + Penalty 3196.807990 = -2043784.182095
  nChanged 119
		SP:Iteration 23Q (14133.650000 sec): 3 clusters
  Score: Raw -2047026.700529 + Penalty 3196.807990 = -2043829.892539
  nChanged 94
		SP:Iteration 24Q (14133.910000 sec): 3 clusters
  Score: Raw -2047064.100161 + Penalty 3196.807990 = -2043867.292171
  nChanged 103
		SP:Iteration 25Q (14134.160000 sec): 3 clusters
  Score: Raw -2047107.818887 + Penalty 3196.807990 = -2043911.010897
  nChanged 92
		SP:Iteration 26Q (14134.390000 sec): 3 clusters
  Score: Raw -2047141.524080 + Penalty 3196.807990 = -2043944.716090
  nChanged 77
		SP:Iteration 27Q (14134.650000 sec): 3 clusters
  Score: Raw -2047173.576701 + Penalty 3196.807990 = -2043976.768711
  nChanged 84
		SP:Iteration 28Q (14134.910000 sec): 3 clusters
  Score: Raw -2047209.394124 + Penalty 3196.807990 = -2044012.586134
  nChanged 79
		SP:Iteration 29Q (14135.170000 sec): 3 clusters
  Score: Raw -2047244.306197 + Penalty 3196.807990 = -2044047.498207
  nChanged 74
		SP:Iteration 30Q (14135.440000 sec): 3 clusters
  Score: Raw -2047277.498075 + Penalty 3196.807990 = -2044080.690085
  nChanged 68
		SP:Iteration 31Q (14135.700000 sec): 3 clusters
  Score: Raw -2047307.089571 + Penalty 3196.807990 = -2044110.281581
  nChanged 60
		SP:Iteration 32Q (14135.900000 sec): 3 clusters
  Score: Raw -2047330.599624 + Penalty 3196.807990 = -2044133.791634
  nChanged 46
		SP:Iteration 33Q (14136.190000 sec): 3 clusters
  Score: Raw -2047346.433973 + Penalty 3196.807990 = -2044149.625983
  nChanged 38
		SP:Iteration 34Q (14136.470000 sec): 3 clusters
  Score: Raw -2047362.836092 + Penalty 3196.807990 = -2044166.028102
  nChanged 43
		SP:Iteration 35Q (14136.670000 sec): 3 clusters
  Score: Raw -2047379.985163 + Penalty 3196.807990 = -2044183.177173
  nChanged 33
		SP:Iteration 36Q (14136.950000 sec): 3 clusters
  Score: Raw -2047393.008060 + Penalty 3196.807990 = -2044196.200069
  nChanged 27
		SP:Iteration 37Q (14137.210000 sec): 3 clusters
  Score: Raw -2047405.208433 + Penalty 3196.807990 = -2044208.400443
  nChanged 27
		SP:Iteration 38Q (14137.480000 sec): 3 clusters
  Score: Raw -2047416.988488 + Penalty 3196.807990 = -2044220.180498
  nChanged 25
		SP:Iteration 39Q (14137.790000 sec): 3 clusters
  Score: Raw -2047429.313762 + Penalty 3196.807990 = -2044232.505772
  nChanged 25
		SP:Iteration 40F (14138.030000 sec): 3 clusters
  Score: Raw -2047437.579148 + Penalty 3196.807990 = -2044240.771158
  nChanged 15
		SP:Iteration 41Q (14138.270000 sec): 3 clusters
  Score: Raw -2047447.954696 + Penalty 3196.807990 = -2044251.146706
  nChanged 24
		SP:Iteration 42Q (14138.560000 sec): 3 clusters
  Score: Raw -2047462.195487 + Penalty 3196.807990 = -2044265.387497
  nChanged 26
		SP:Iteration 43Q (14138.790000 sec): 3 clusters
  Score: Raw -2047472.903364 + Penalty 3196.807990 = -2044276.095373
  nChanged 15
		SP:Iteration 44Q (14139.040000 sec): 3 clusters
  Score: Raw -2047479.514304 + Penalty 3196.807990 = -2044282.706314
  nChanged 15
		SP:Iteration 45Q (14139.300000 sec): 3 clusters
  Score: Raw -2047486.636650 + Penalty 3196.807990 = -2044289.828660
  nChanged 17
		SP:Iteration 46Q (14139.580000 sec): 3 clusters
  Score: Raw -2047494.428171 + Penalty 3196.807990 = -2044297.620181
  nChanged 13
		SP:Iteration 47Q (14139.860000 sec): 3 clusters
  Score: Raw -2047498.663879 + Penalty 3196.807990 = -2044301.855889
  nChanged 4
		SP:Iteration 48Q (14140.100000 sec): 3 clusters
  Score: Raw -2047500.130393 + Penalty 3196.807990 = -2044303.322403
  nChanged 4
		SP:Iteration 49Q (14140.350000 sec): 3 clusters
  Score: Raw -2047501.502970 + Penalty 3196.807990 = -2044304.694980
  nChanged 3
		SP:Iteration 50Q (14140.570000 sec): 3 clusters
  Score: Raw -2047502.765243 + Penalty 3196.807990 = -2044305.957253
  nChanged 5
		SP:Iteration 51Q (14140.860000 sec): 3 clusters
  Score: Raw -2047503.964589 + Penalty 3196.807990 = -2044307.156599
  nChanged 4
		SP:Iteration 52Q (14141.050000 sec): 3 clusters
  Score: Raw -2047505.831740 + Penalty 3196.807990 = -2044309.023750
  nChanged 5
		SP:Iteration 53Q (14141.350000 sec): 3 clusters
  Score: Raw -2047507.292984 + Penalty 3196.807990 = -2044310.484994
  nChanged 6
		SP:Iteration 54Q (14141.550000 sec): 3 clusters
  Score: Raw -2047509.690012 + Penalty 3196.807990 = -2044312.882022
  nChanged 9
		SP:Iteration 55Q (14141.790000 sec): 3 clusters
  Score: Raw -2047511.776269 + Penalty 3196.807990 = -2044314.968279
  nChanged 4
		SP:Iteration 56Q (14142.070000 sec): 3 clusters
  Score: Raw -2047512.577959 + Penalty 3196.807990 = -2044315.769969
  nChanged 4
		SP:Iteration 57Q (14142.320000 sec): 3 clusters
  Score: Raw -2047514.141538 + Penalty 3196.807990 = -2044317.333547
  nChanged 7
		SP:Iteration 58Q (14142.590000 sec): 3 clusters
  Score: Raw -2047516.533973 + Penalty 3196.807990 = -2044319.725983
  nChanged 4
		SP:Iteration 59Q (14142.800000 sec): 3 clusters
  Score: Raw -2047518.753534 + Penalty 3196.807990 = -2044321.945544
  nChanged 5
		SP:Iteration 60F (14143.120000 sec): 3 clusters
  Score: Raw -2047520.293216 + Penalty 3196.807990 = -2044323.485226
  nChanged 2
		SP:Iteration 61Q (14143.360000 sec): 3 clusters
  Score: Raw -2047520.954830 + Penalty 3196.807990 = -2044324.146840
  nChanged 3
		SP:Iteration 62Q (14143.640000 sec): 3 clusters
  Score: Raw -2047522.100814 + Penalty 3196.807990 = -2044325.292824
  nChanged 3
		SP:Iteration 63Q (14143.890000 sec): 3 clusters
  Score: Raw -2047522.938087 + Penalty 3196.807990 = -2044326.130097
  nChanged 4
		SP:Iteration 64Q (14144.200000 sec): 3 clusters
  Score: Raw -2047523.520511 + Penalty 3196.807990 = -2044326.712521
  nChanged 3
		SP:Iteration 65Q (14144.440000 sec): 3 clusters
  Score: Raw -2047524.555335 + Penalty 3196.807990 = -2044327.747345
  nChanged 2
		SP:Iteration 66Q (14144.710000 sec): 3 clusters
  Score: Raw -2047524.865034 + Penalty 3196.807990 = -2044328.057044
  nChanged 2
		SP:Iteration 67Q (14144.910000 sec): 3 clusters
  Score: Raw -2047525.306014 + Penalty 3196.807990 = -2044328.498024
  nChanged 3
		SP:Iteration 68Q (14145.160000 sec): 3 clusters
  Score: Raw -2047526.128953 + Penalty 3196.807990 = -2044329.320963
  nChanged 0
		SP:Iteration 69F (14145.450000 sec): 3 clusters
  Score: Raw -2047526.128953 + Penalty 3196.807990 = -2044329.320963
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14145.600000 sec): 2 clusters
  Score: Raw -199445.045227 + Penalty 1245.761063 = -198199.284164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14145.760000 sec): 3 clusters
  Score: Raw -198526.744391 + Penalty 2491.522126 = -196035.222265
  nChanged 763
		SP:Iteration 1F (14145.930000 sec): 3 clusters
  Score: Raw -199080.683126 + Penalty 2491.522126 = -196589.161000
  nChanged 197
		SP:Iteration 2F (14146.080000 sec): 3 clusters
  Score: Raw -199291.453099 + Penalty 2491.522126 = -196799.930973
  nChanged 155
		SP:Iteration 3F (14146.250000 sec): 3 clusters
  Score: Raw -199462.073074 + Penalty 2491.522126 = -196970.550948
  nChanged 112
		SP:Iteration 4F (14146.420000 sec): 3 clusters
  Score: Raw -199572.907405 + Penalty 2491.522126 = -197081.385279
  nChanged 84
		SP:Iteration 5Q (14146.640000 sec): 3 clusters
  Score: Raw -199652.375960 + Penalty 2491.522126 = -197160.853834
  nChanged 63
		SP:Iteration 6Q (14146.780000 sec): 3 clusters
  Score: Raw -199698.513526 + Penalty 2491.522126 = -197206.991400
  nChanged 52
		SP:Iteration 7Q (14146.950000 sec): 3 clusters
  Score: Raw -199733.976778 + Penalty 2491.522126 = -197242.454652
  nChanged 38
		SP:Iteration 8Q (14147.150000 sec): 3 clusters
  Score: Raw -199765.146990 + Penalty 2491.522126 = -197273.624864
  nChanged 36
		SP:Iteration 9Q (14147.360000 sec): 3 clusters
  Score: Raw -199786.515899 + Penalty 2491.522126 = -197294.993774
  nChanged 27
		SP:Iteration 10Q (14147.550000 sec): 3 clusters
  Score: Raw -199803.704760 + Penalty 2491.522126 = -197312.182635
  nChanged 22
		SP:Iteration 11Q (14147.720000 sec): 3 clusters
  Score: Raw -199816.989432 + Penalty 2491.522126 = -197325.467306
  nChanged 17
		SP:Iteration 12Q (14147.900000 sec): 3 clusters
  Score: Raw -199825.323021 + Penalty 2491.522126 = -197333.800895
  nChanged 19
		SP:Iteration 13Q (14148.090000 sec): 3 clusters
  Score: Raw -199835.644913 + Penalty 2491.522126 = -197344.122788
  nChanged 21
		SP:Iteration 14Q (14148.240000 sec): 3 clusters
  Score: Raw -199847.737924 + Penalty 2491.522126 = -197356.215798
  nChanged 20
		SP:Iteration 15Q (14148.380000 sec): 3 clusters
  Score: Raw -199864.008424 + Penalty 2491.522126 = -197372.486298
  nChanged 19
		SP:Iteration 16Q (14148.560000 sec): 3 clusters
  Score: Raw -199877.817103 + Penalty 2491.522126 = -197386.294977
  nChanged 17
		SP:Iteration 17Q (14148.780000 sec): 3 clusters
  Score: Raw -199886.074994 + Penalty 2491.522126 = -197394.552868
  nChanged 15
		SP:Iteration 18Q (14148.980000 sec): 3 clusters
  Score: Raw -199892.459870 + Penalty 2491.522126 = -197400.937744
  nChanged 19
		SP:Iteration 19Q (14149.130000 sec): 3 clusters
  Score: Raw -199901.121733 + Penalty 2491.522126 = -197409.599607
  nChanged 16
		SP:Iteration 20F (14149.310000 sec): 3 clusters
  Score: Raw -199908.915271 + Penalty 2491.522126 = -197417.393145
  nChanged 11
		SP:Iteration 21Q (14149.500000 sec): 3 clusters
  Score: Raw -199916.297333 + Penalty 2491.522126 = -197424.775207
  nChanged 13
		SP:Iteration 22Q (14149.700000 sec): 3 clusters
  Score: Raw -199923.307211 + Penalty 2491.522126 = -197431.785085
  nChanged 9
		SP:Iteration 23Q (14149.890000 sec): 3 clusters
  Score: Raw -199927.869046 + Penalty 2491.522126 = -197436.346920
  nChanged 5
		SP:Iteration 24Q (14150.080000 sec): 3 clusters
  Score: Raw -199929.504469 + Penalty 2491.522126 = -197437.982343
  nChanged 2
		SP:Iteration 25Q (14150.220000 sec): 3 clusters
  Score: Raw -199930.364025 + Penalty 2491.522126 = -197438.841900
  nChanged 4
		SP:Iteration 26Q (14150.410000 sec): 3 clusters
  Score: Raw -199934.931903 + Penalty 2491.522126 = -197443.409777
  nChanged 7
		SP:Iteration 27Q (14150.600000 sec): 3 clusters
  Score: Raw -199938.509597 + Penalty 2491.522126 = -197446.987471
  nChanged 8
		SP:Iteration 28Q (14150.770000 sec): 3 clusters
  Score: Raw -199945.723590 + Penalty 2491.522126 = -197454.201464
  nChanged 12
		SP:Iteration 29Q (14150.900000 sec): 3 clusters
  Score: Raw -199953.661248 + Penalty 2491.522126 = -197462.139122
  nChanged 15
		SP:Iteration 30Q (14151.100000 sec): 3 clusters
  Score: Raw -199965.729939 + Penalty 2491.522126 = -197474.207813
  nChanged 16
		SP:Iteration 31Q (14151.270000 sec): 3 clusters
  Score: Raw -199977.574311 + Penalty 2491.522126 = -197486.052186
  nChanged 13
		SP:Iteration 32Q (14151.440000 sec): 3 clusters
  Score: Raw -199983.874952 + Penalty 2491.522126 = -197492.352826
  nChanged 6
		SP:Iteration 33Q (14151.600000 sec): 3 clusters
  Score: Raw -199987.865256 + Penalty 2491.522126 = -197496.343130
  nChanged 6
		SP:Iteration 34Q (14151.790000 sec): 3 clusters
  Score: Raw -199992.073006 + Penalty 2491.522126 = -197500.550880
  nChanged 7
		SP:Iteration 35Q (14151.980000 sec): 3 clusters
  Score: Raw -199995.500684 + Penalty 2491.522126 = -197503.978558
  nChanged 10
		SP:Iteration 36Q (14152.160000 sec): 3 clusters
  Score: Raw -199999.098317 + Penalty 2491.522126 = -197507.576192
  nChanged 6
		SP:Iteration 37Q (14152.310000 sec): 3 clusters
  Score: Raw -200003.817999 + Penalty 2491.522126 = -197512.295874
  nChanged 8
		SP:Iteration 38Q (14152.470000 sec): 3 clusters
  Score: Raw -200008.580837 + Penalty 2491.522126 = -197517.058711
  nChanged 8
		SP:Iteration 39Q (14152.610000 sec): 3 clusters
  Score: Raw -200011.875955 + Penalty 2491.522126 = -197520.353829
  nChanged 7
		SP:Iteration 40F (14152.790000 sec): 3 clusters
  Score: Raw -200014.423233 + Penalty 2491.522126 = -197522.901107
  nChanged 2
		SP:Iteration 41Q (14152.920000 sec): 3 clusters
  Score: Raw -200015.868842 + Penalty 2491.522126 = -197524.346716
  nChanged 4
		SP:Iteration 42Q (14153.130000 sec): 3 clusters
  Score: Raw -200018.323373 + Penalty 2491.522126 = -197526.801247
  nChanged 4
		SP:Iteration 43Q (14153.300000 sec): 3 clusters
  Score: Raw -200019.466728 + Penalty 2491.522126 = -197527.944602
  nChanged 3
		SP:Iteration 44Q (14153.460000 sec): 3 clusters
  Score: Raw -200021.361242 + Penalty 2491.522126 = -197529.839116
  nChanged 3
		SP:Iteration 45Q (14153.640000 sec): 3 clusters
  Score: Raw -200022.413406 + Penalty 2491.522126 = -197530.891280
  nChanged 2
		SP:Iteration 46Q (14153.810000 sec): 3 clusters
  Score: Raw -200023.758472 + Penalty 2491.522126 = -197532.236346
  nChanged 2
		SP:Iteration 47Q (14154.020000 sec): 3 clusters
  Score: Raw -200028.072237 + Penalty 2491.522126 = -197536.550112
  nChanged 6
		SP:Iteration 48Q (14154.240000 sec): 3 clusters
  Score: Raw -200031.988679 + Penalty 2491.522126 = -197540.466553
  nChanged 9
		SP:Iteration 49Q (14154.410000 sec): 3 clusters
  Score: Raw -200042.987953 + Penalty 2491.522126 = -197551.465828
  nChanged 9
		SP:Iteration 50Q (14154.570000 sec): 3 clusters
  Score: Raw -200055.693494 + Penalty 2491.522126 = -197564.171368
  nChanged 12
		SP:Iteration 51Q (14154.750000 sec): 3 clusters
  Score: Raw -200066.799707 + Penalty 2491.522126 = -197575.277581
  nChanged 7
		SP:Iteration 52Q (14154.950000 sec): 3 clusters
  Score: Raw -200071.581425 + Penalty 2491.522126 = -197580.059299
  nChanged 9
		SP:Iteration 53Q (14155.110000 sec): 3 clusters
  Score: Raw -200077.105673 + Penalty 2491.522126 = -197585.583547
  nChanged 6
		SP:Iteration 54Q (14155.290000 sec): 3 clusters
  Score: Raw -200079.663906 + Penalty 2491.522126 = -197588.141780
  nChanged 5
		SP:Iteration 55Q (14155.510000 sec): 3 clusters
  Score: Raw -200081.678365 + Penalty 2491.522126 = -197590.156239
  nChanged 7
		SP:Iteration 56Q (14155.670000 sec): 3 clusters
  Score: Raw -200084.535265 + Penalty 2491.522126 = -197593.013139
  nChanged 4
		SP:Iteration 57Q (14155.880000 sec): 3 clusters
  Score: Raw -200086.913386 + Penalty 2491.522126 = -197595.391260
  nChanged 5
		SP:Iteration 58Q (14156.060000 sec): 3 clusters
  Score: Raw -200090.480420 + Penalty 2491.522126 = -197598.958294
  nChanged 5
		SP:Iteration 59Q (14156.240000 sec): 3 clusters
  Score: Raw -200091.883462 + Penalty 2491.522126 = -197600.361336
  nChanged 5
		SP:Iteration 60F (14156.450000 sec): 3 clusters
  Score: Raw -200094.210866 + Penalty 2491.522126 = -197602.688740
  nChanged 4
		SP:Iteration 61Q (14156.590000 sec): 3 clusters
  Score: Raw -200097.565544 + Penalty 2491.522126 = -197606.043418
  nChanged 5
		SP:Iteration 62Q (14156.750000 sec): 3 clusters
  Score: Raw -200099.940106 + Penalty 2491.522126 = -197608.417980
  nChanged 2
		SP:Iteration 63Q (14156.940000 sec): 3 clusters
  Score: Raw -200101.987584 + Penalty 2491.522126 = -197610.465458
  nChanged 2
		SP:Iteration 64Q (14157.100000 sec): 3 clusters
  Score: Raw -200102.429631 + Penalty 2491.522126 = -197610.907505
  nChanged 0
		SP:Iteration 65F (14157.270000 sec): 3 clusters
  Score: Raw -200102.429631 + Penalty 2491.522126 = -197610.907505
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (79 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14157.370000 sec): 2 clusters
  Score: Raw -6873.240082 + Penalty 710.035276 = -6163.204806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14157.570000 sec): 3 clusters
  Score: Raw -7125.624618 + Penalty 1420.070552 = -5705.554066
  nChanged 2
		SP:Iteration 1Q (14157.740000 sec): 3 clusters
  Score: Raw -7142.150081 + Penalty 1420.070552 = -5722.079529
  nChanged 0
		SP:Iteration 2F (14157.930000 sec): 3 clusters
  Score: Raw -7142.150081 + Penalty 1420.070552 = -5722.079529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14158.020000 sec): 2 clusters
  Score: Raw -333506.996211 + Penalty 1303.614149 = -332203.382062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14158.190000 sec): 3 clusters
  Score: Raw -332099.180578 + Penalty 2607.228298 = -329491.952280
  nChanged 1137
		SP:Iteration 1F (14158.430000 sec): 3 clusters
  Score: Raw -332825.981850 + Penalty 2607.228298 = -330218.753552
  nChanged 232
		SP:Iteration 2F (14158.570000 sec): 3 clusters
  Score: Raw -332974.864529 + Penalty 2607.228298 = -330367.636231
  nChanged 160
		SP:Iteration 3F (14158.740000 sec): 3 clusters
  Score: Raw -333099.111979 + Penalty 2607.228298 = -330491.883681
  nChanged 146
		SP:Iteration 4Q (14158.960000 sec): 3 clusters
  Score: Raw -333218.491956 + Penalty 2607.228298 = -330611.263658
  nChanged 144
		SP:Iteration 5Q (14159.130000 sec): 3 clusters
  Score: Raw -333347.994326 + Penalty 2607.228298 = -330740.766028
  nChanged 139
		SP:Iteration 6Q (14159.320000 sec): 3 clusters
  Score: Raw -333450.055508 + Penalty 2607.228298 = -330842.827210
  nChanged 109
		SP:Iteration 7Q (14159.500000 sec): 3 clusters
  Score: Raw -333531.920516 + Penalty 2607.228298 = -330924.692218
  nChanged 99
		SP:Iteration 8Q (14159.700000 sec): 3 clusters
  Score: Raw -333604.775383 + Penalty 2607.228298 = -330997.547085
  nChanged 90
		SP:Iteration 9Q (14159.870000 sec): 3 clusters
  Score: Raw -333664.776727 + Penalty 2607.228298 = -331057.548429
  nChanged 60
		SP:Iteration 10Q (14160.050000 sec): 3 clusters
  Score: Raw -333696.568873 + Penalty 2607.228298 = -331089.340575
  nChanged 44
		SP:Iteration 11Q (14160.280000 sec): 3 clusters
  Score: Raw -333714.573769 + Penalty 2607.228298 = -331107.345471
  nChanged 30
		SP:Iteration 12Q (14160.470000 sec): 3 clusters
  Score: Raw -333730.052304 + Penalty 2607.228298 = -331122.824006
  nChanged 31
		SP:Iteration 13Q (14160.640000 sec): 3 clusters
  Score: Raw -333747.145751 + Penalty 2607.228298 = -331139.917453
  nChanged 26
		SP:Iteration 14Q (14160.820000 sec): 3 clusters
  Score: Raw -333757.794746 + Penalty 2607.228298 = -331150.566448
  nChanged 20
		SP:Iteration 15Q (14161.020000 sec): 3 clusters
  Score: Raw -333765.758098 + Penalty 2607.228298 = -331158.529800
  nChanged 8
		SP:Iteration 16Q (14161.200000 sec): 3 clusters
  Score: Raw -333769.493202 + Penalty 2607.228298 = -331162.264904
  nChanged 9
		SP:Iteration 17Q (14161.410000 sec): 3 clusters
  Score: Raw -333773.748893 + Penalty 2607.228298 = -331166.520595
  nChanged 5
		SP:Iteration 18Q (14161.630000 sec): 3 clusters
  Score: Raw -333776.367851 + Penalty 2607.228298 = -331169.139553
  nChanged 2
		SP:Iteration 19Q (14161.790000 sec): 3 clusters
  Score: Raw -333777.044493 + Penalty 2607.228298 = -331169.816195
  nChanged 1
		SP:Iteration 20F (14161.970000 sec): 3 clusters
  Score: Raw -333777.426791 + Penalty 2607.228298 = -331170.198493
  nChanged 1
		SP:Iteration 21Q (14162.170000 sec): 3 clusters
  Score: Raw -333777.855671 + Penalty 2607.228298 = -331170.627373
  nChanged 0
		SP:Iteration 22F (14162.320000 sec): 3 clusters
  Score: Raw -333777.855671 + Penalty 2607.228298 = -331170.627373
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14162.430000 sec): 2 clusters
  Score: Raw -159036.440338 + Penalty 1189.047016 = -157847.393322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14162.630000 sec): 3 clusters
  Score: Raw -158506.967312 + Penalty 2378.094033 = -156128.873279
  nChanged 481
		SP:Iteration 1F (14162.790000 sec): 3 clusters
  Score: Raw -158931.746362 + Penalty 2378.094033 = -156553.652329
  nChanged 135
		SP:Iteration 2F (14162.970000 sec): 3 clusters
  Score: Raw -159094.645639 + Penalty 2378.094033 = -156716.551607
  nChanged 106
		SP:Iteration 3F (14163.110000 sec): 3 clusters
  Score: Raw -159258.882009 + Penalty 2378.094033 = -156880.787976
  nChanged 94
		SP:Iteration 4F (14163.300000 sec): 3 clusters
  Score: Raw -159477.762011 + Penalty 2378.094033 = -157099.667978
  nChanged 93
		SP:Iteration 5F (14163.500000 sec): 3 clusters
  Score: Raw -159690.586604 + Penalty 2378.094033 = -157312.492572
  nChanged 71
		SP:Iteration 6Q (14163.680000 sec): 3 clusters
  Score: Raw -159816.342899 + Penalty 2378.094033 = -157438.248866
  nChanged 50
		SP:Iteration 7Q (14163.870000 sec): 3 clusters
  Score: Raw -159866.998863 + Penalty 2378.094033 = -157488.904830
  nChanged 25
		SP:Iteration 8Q (14164.020000 sec): 3 clusters
  Score: Raw -159896.140575 + Penalty 2378.094033 = -157518.046542
  nChanged 24
		SP:Iteration 9Q (14164.210000 sec): 3 clusters
  Score: Raw -159928.598215 + Penalty 2378.094033 = -157550.504182
  nChanged 27
		SP:Iteration 10Q (14164.370000 sec): 3 clusters
  Score: Raw -159968.816890 + Penalty 2378.094033 = -157590.722858
  nChanged 24
		SP:Iteration 11Q (14164.560000 sec): 3 clusters
  Score: Raw -160018.853658 + Penalty 2378.094033 = -157640.759625
  nChanged 26
		SP:Iteration 12Q (14164.740000 sec): 3 clusters
  Score: Raw -160062.640308 + Penalty 2378.094033 = -157684.546275
  nChanged 27
		SP:Iteration 13Q (14164.920000 sec): 3 clusters
  Score: Raw -160120.672925 + Penalty 2378.094033 = -157742.578892
  nChanged 20
		SP:Iteration 14Q (14165.110000 sec): 3 clusters
  Score: Raw -160151.996416 + Penalty 2378.094033 = -157773.902383
  nChanged 15
		SP:Iteration 15Q (14165.300000 sec): 3 clusters
  Score: Raw -160174.381047 + Penalty 2378.094033 = -157796.287014
  nChanged 12
		SP:Iteration 16Q (14165.500000 sec): 3 clusters
  Score: Raw -160187.480569 + Penalty 2378.094033 = -157809.386536
  nChanged 4
		SP:Iteration 17Q (14165.720000 sec): 3 clusters
  Score: Raw -160190.832138 + Penalty 2378.094033 = -157812.738105
  nChanged 1
		SP:Iteration 18Q (14165.870000 sec): 3 clusters
  Score: Raw -160191.129183 + Penalty 2378.094033 = -157813.035150
  nChanged 1
		SP:Iteration 19Q (14166.050000 sec): 3 clusters
  Score: Raw -160194.587842 + Penalty 2378.094033 = -157816.493809
  nChanged 2
		SP:Iteration 20F (14166.270000 sec): 3 clusters
  Score: Raw -160196.800486 + Penalty 2378.094033 = -157818.706453
  nChanged 2
		SP:Iteration 21Q (14166.460000 sec): 3 clusters
  Score: Raw -160198.611804 + Penalty 2378.094033 = -157820.517771
  nChanged 3
		SP:Iteration 22Q (14166.600000 sec): 3 clusters
  Score: Raw -160201.186732 + Penalty 2378.094033 = -157823.092699
  nChanged 1
		SP:Iteration 23Q (14166.770000 sec): 3 clusters
  Score: Raw -160202.632810 + Penalty 2378.094033 = -157824.538778
  nChanged 0
		SP:Iteration 24F (14167.000000 sec): 3 clusters
  Score: Raw -160202.632810 + Penalty 2378.094033 = -157824.538778
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14167.090000 sec): 2 clusters
  Score: Raw -897637.580672 + Penalty 1459.604945 = -896177.975726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14167.290000 sec): 3 clusters
  Score: Raw -893242.040761 + Penalty 2919.209891 = -890322.830870
  nChanged 3355
		SP:Iteration 1F (14167.540000 sec): 3 clusters
  Score: Raw -895073.342499 + Penalty 2919.209891 = -892154.132608
  nChanged 574
		SP:Iteration 2F (14167.750000 sec): 3 clusters
  Score: Raw -895436.614036 + Penalty 2919.209891 = -892517.404146
  nChanged 572
		SP:Iteration 3F (14167.940000 sec): 3 clusters
  Score: Raw -895899.660197 + Penalty 2919.209891 = -892980.450306
  nChanged 607
		SP:Iteration 4F (14168.150000 sec): 3 clusters
  Score: Raw -896478.897906 + Penalty 2919.209891 = -893559.688015
  nChanged 638
		SP:Iteration 5F (14168.370000 sec): 3 clusters
  Score: Raw -897059.200807 + Penalty 2919.209891 = -894139.990916
  nChanged 521
		SP:Iteration 6F (14168.590000 sec): 3 clusters
  Score: Raw -897470.167256 + Penalty 2919.209891 = -894550.957365
  nChanged 378
		SP:Iteration 7Q (14168.810000 sec): 3 clusters
  Score: Raw -897724.774018 + Penalty 2919.209891 = -894805.564127
  nChanged 293
		SP:Iteration 8Q (14169.050000 sec): 3 clusters
  Score: Raw -897857.519585 + Penalty 2919.209891 = -894938.309694
  nChanged 157
		SP:Iteration 9Q (14169.200000 sec): 3 clusters
  Score: Raw -897902.960808 + Penalty 2919.209891 = -894983.750917
  nChanged 77
		SP:Iteration 10Q (14169.460000 sec): 3 clusters
  Score: Raw -897922.796206 + Penalty 2919.209891 = -895003.586316
  nChanged 65
		SP:Iteration 11Q (14169.670000 sec): 3 clusters
  Score: Raw -897937.283979 + Penalty 2919.209891 = -895018.074088
  nChanged 49
		SP:Iteration 12Q (14169.860000 sec): 3 clusters
  Score: Raw -897946.560038 + Penalty 2919.209891 = -895027.350147
  nChanged 35
		SP:Iteration 13Q (14170.100000 sec): 3 clusters
  Score: Raw -897952.774350 + Penalty 2919.209891 = -895033.564459
  nChanged 26
		SP:Iteration 14Q (14170.270000 sec): 3 clusters
  Score: Raw -897957.096083 + Penalty 2919.209891 = -895037.886192
  nChanged 24
		SP:Iteration 15Q (14170.490000 sec): 3 clusters
  Score: Raw -897961.185389 + Penalty 2919.209891 = -895041.975499
  nChanged 27
		SP:Iteration 16Q (14170.730000 sec): 3 clusters
  Score: Raw -897965.705259 + Penalty 2919.209891 = -895046.495368
  nChanged 25
		SP:Iteration 17Q (14170.920000 sec): 3 clusters
  Score: Raw -897969.601423 + Penalty 2919.209891 = -895050.391532
  nChanged 20
		SP:Iteration 18Q (14171.170000 sec): 3 clusters
  Score: Raw -897972.597286 + Penalty 2919.209891 = -895053.387396
  nChanged 20
		SP:Iteration 19Q (14171.400000 sec): 3 clusters
  Score: Raw -897976.065130 + Penalty 2919.209891 = -895056.855239
  nChanged 13
		SP:Iteration 20F (14171.590000 sec): 3 clusters
  Score: Raw -897977.687858 + Penalty 2919.209891 = -895058.477968
  nChanged 8
		SP:Iteration 21Q (14171.800000 sec): 3 clusters
  Score: Raw -897978.665245 + Penalty 2919.209891 = -895059.455355
  nChanged 6
		SP:Iteration 22Q (14172.030000 sec): 3 clusters
  Score: Raw -897979.557287 + Penalty 2919.209891 = -895060.347397
  nChanged 5
		SP:Iteration 23Q (14172.210000 sec): 3 clusters
  Score: Raw -897980.256477 + Penalty 2919.209891 = -895061.046586
  nChanged 4
		SP:Iteration 24Q (14172.430000 sec): 3 clusters
  Score: Raw -897980.661592 + Penalty 2919.209891 = -895061.451701
  nChanged 3
		SP:Iteration 25Q (14172.620000 sec): 3 clusters
  Score: Raw -897980.986328 + Penalty 2919.209891 = -895061.776438
  nChanged 4
		SP:Iteration 26Q (14172.840000 sec): 3 clusters
  Score: Raw -897981.409362 + Penalty 2919.209891 = -895062.199471
  nChanged 2
		SP:Iteration 27Q (14173.060000 sec): 3 clusters
  Score: Raw -897981.644667 + Penalty 2919.209891 = -895062.434777
  nChanged 5
		SP:Iteration 28Q (14173.280000 sec): 3 clusters
  Score: Raw -897982.199384 + Penalty 2919.209891 = -895062.989494
  nChanged 3
		SP:Iteration 29Q (14173.500000 sec): 3 clusters
  Score: Raw -897982.461178 + Penalty 2919.209891 = -895063.251287
  nChanged 6
		SP:Iteration 30Q (14173.690000 sec): 3 clusters
  Score: Raw -897983.064285 + Penalty 2919.209891 = -895063.854394
  nChanged 5
		SP:Iteration 31Q (14173.910000 sec): 3 clusters
  Score: Raw -897983.734389 + Penalty 2919.209891 = -895064.524499
  nChanged 7
		SP:Iteration 32Q (14174.130000 sec): 3 clusters
  Score: Raw -897984.760791 + Penalty 2919.209891 = -895065.550900
  nChanged 12
		SP:Iteration 33Q (14174.340000 sec): 3 clusters
  Score: Raw -897986.344729 + Penalty 2919.209891 = -895067.134838
  nChanged 4
		SP:Iteration 34Q (14174.530000 sec): 3 clusters
  Score: Raw -897986.894325 + Penalty 2919.209891 = -895067.684435
  nChanged 6
		SP:Iteration 35Q (14174.720000 sec): 3 clusters
  Score: Raw -897987.452291 + Penalty 2919.209891 = -895068.242401
  nChanged 8
		SP:Iteration 36Q (14174.920000 sec): 3 clusters
  Score: Raw -897988.269008 + Penalty 2919.209891 = -895069.059117
  nChanged 7
		SP:Iteration 37Q (14175.100000 sec): 3 clusters
  Score: Raw -897989.326206 + Penalty 2919.209891 = -895070.116315
  nChanged 7
		SP:Iteration 38Q (14175.310000 sec): 3 clusters
  Score: Raw -897990.048523 + Penalty 2919.209891 = -895070.838632
  nChanged 9
		SP:Iteration 39Q (14175.470000 sec): 3 clusters
  Score: Raw -897991.178935 + Penalty 2919.209891 = -895071.969044
  nChanged 9
		SP:Iteration 40F (14175.700000 sec): 3 clusters
  Score: Raw -897992.917768 + Penalty 2919.209891 = -895073.707877
  nChanged 6
		SP:Iteration 41Q (14175.920000 sec): 3 clusters
  Score: Raw -897993.927853 + Penalty 2919.209891 = -895074.717962
  nChanged 7
		SP:Iteration 42Q (14176.120000 sec): 3 clusters
  Score: Raw -897994.694034 + Penalty 2919.209891 = -895075.484143
  nChanged 4
		SP:Iteration 43Q (14176.330000 sec): 3 clusters
  Score: Raw -897995.203925 + Penalty 2919.209891 = -895075.994035
  nChanged 6
		SP:Iteration 44Q (14176.560000 sec): 3 clusters
  Score: Raw -897996.101818 + Penalty 2919.209891 = -895076.891927
  nChanged 5
		SP:Iteration 45Q (14176.730000 sec): 3 clusters
  Score: Raw -897996.621599 + Penalty 2919.209891 = -895077.411708
  nChanged 4
		SP:Iteration 46Q (14176.930000 sec): 3 clusters
  Score: Raw -897997.044753 + Penalty 2919.209891 = -895077.834863
  nChanged 3
		SP:Iteration 47Q (14177.130000 sec): 3 clusters
  Score: Raw -897997.326664 + Penalty 2919.209891 = -895078.116774
  nChanged 2
		SP:Iteration 48Q (14177.320000 sec): 3 clusters
  Score: Raw -897997.600562 + Penalty 2919.209891 = -895078.390672
  nChanged 1
		SP:Iteration 49Q (14177.570000 sec): 3 clusters
  Score: Raw -897997.704036 + Penalty 2919.209891 = -895078.494146
  nChanged 0
		SP:Iteration 50F (14177.770000 sec): 3 clusters
  Score: Raw -897997.704036 + Penalty 2919.209891 = -895078.494146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (55097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14178.090000 sec): 2 clusters
  Score: Raw -6120940.906730 + Penalty 1773.988214 = -6119166.918516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14178.480000 sec): 3 clusters
  Score: Raw -6085881.917811 + Penalty 3547.976428 = -6082333.941384
  nChanged 25989
		SP:Iteration 1F (14178.900000 sec): 3 clusters
  Score: Raw -6100843.255100 + Penalty 3547.976428 = -6097295.278673
  nChanged 2413
		SP:Iteration 2Q (14179.340000 sec): 3 clusters
  Score: Raw -6101675.903494 + Penalty 3547.976428 = -6098127.927066
  nChanged 2573
		SP:Iteration 3Q (14179.780000 sec): 3 clusters
  Score: Raw -6102698.575650 + Penalty 3547.976428 = -6099150.599223
  nChanged 2714
		SP:Iteration 4Q (14180.260000 sec): 3 clusters
  Score: Raw -6103873.798774 + Penalty 3547.976428 = -6100325.822346
  nChanged 2841
		SP:Iteration 5F (14180.700000 sec): 3 clusters
  Score: Raw -6105222.680115 + Penalty 3547.976428 = -6101674.703687
  nChanged 3011
		SP:Iteration 6F (14181.120000 sec): 3 clusters
  Score: Raw -6106754.368987 + Penalty 3547.976428 = -6103206.392559
  nChanged 3069
		SP:Iteration 7F (14181.550000 sec): 3 clusters
  Score: Raw -6108616.072817 + Penalty 3547.976428 = -6105068.096389
  nChanged 3213
		SP:Iteration 8F (14181.980000 sec): 3 clusters
  Score: Raw -6110893.229487 + Penalty 3547.976428 = -6107345.253059
  nChanged 3103
		SP:Iteration 9F (14182.400000 sec): 3 clusters
  Score: Raw -6113256.274625 + Penalty 3547.976428 = -6109708.298198
  nChanged 2712
		SP:Iteration 10Q (14182.820000 sec): 3 clusters
  Score: Raw -6115218.742781 + Penalty 3547.976428 = -6111670.766353
  nChanged 2016
		SP:Iteration 11Q (14183.220000 sec): 3 clusters
  Score: Raw -6116375.817699 + Penalty 3547.976428 = -6112827.841271
  nChanged 1384
		SP:Iteration 12Q (14183.600000 sec): 3 clusters
  Score: Raw -6116962.289958 + Penalty 3547.976428 = -6113414.313531
  nChanged 990
		SP:Iteration 13Q (14183.990000 sec): 3 clusters
  Score: Raw -6117317.425448 + Penalty 3547.976428 = -6113769.449020
  nChanged 795
		SP:Iteration 14Q (14184.360000 sec): 3 clusters
  Score: Raw -6117579.847345 + Penalty 3547.976428 = -6114031.870917
  nChanged 712
		SP:Iteration 15Q (14184.740000 sec): 3 clusters
  Score: Raw -6117814.837239 + Penalty 3547.976428 = -6114266.860812
  nChanged 650
		SP:Iteration 16Q (14185.130000 sec): 3 clusters
  Score: Raw -6118007.585168 + Penalty 3547.976428 = -6114459.608740
  nChanged 596
		SP:Iteration 17Q (14185.500000 sec): 3 clusters
  Score: Raw -6118176.862632 + Penalty 3547.976428 = -6114628.886205
  nChanged 537
		SP:Iteration 18Q (14185.870000 sec): 3 clusters
  Score: Raw -6118325.478112 + Penalty 3547.976428 = -6114777.501684
  nChanged 529
		SP:Iteration 19Q (14186.280000 sec): 3 clusters
  Score: Raw -6118468.435693 + Penalty 3547.976428 = -6114920.459265
  nChanged 537
		SP:Iteration 20F (14186.680000 sec): 3 clusters
  Score: Raw -6118606.735702 + Penalty 3547.976428 = -6115058.759275
  nChanged 507
		SP:Iteration 21Q (14187.060000 sec): 3 clusters
  Score: Raw -6118735.196096 + Penalty 3547.976428 = -6115187.219668
  nChanged 498
		SP:Iteration 22Q (14187.440000 sec): 3 clusters
  Score: Raw -6118855.948430 + Penalty 3547.976428 = -6115307.972002
  nChanged 420
		SP:Iteration 23Q (14187.820000 sec): 3 clusters
  Score: Raw -6118948.478696 + Penalty 3547.976428 = -6115400.502268
  nChanged 388
		SP:Iteration 24Q (14188.240000 sec): 3 clusters
  Score: Raw -6119032.340356 + Penalty 3547.976428 = -6115484.363928
  nChanged 377
		SP:Iteration 25Q (14188.670000 sec): 3 clusters
  Score: Raw -6119113.025282 + Penalty 3547.976428 = -6115565.048854
  nChanged 395
		SP:Iteration 26Q (14189.090000 sec): 3 clusters
  Score: Raw -6119197.476400 + Penalty 3547.976428 = -6115649.499972
  nChanged 384
		SP:Iteration 27Q (14189.540000 sec): 3 clusters
  Score: Raw -6119283.969644 + Penalty 3547.976428 = -6115735.993216
  nChanged 391
		SP:Iteration 28Q (14189.990000 sec): 3 clusters
  Score: Raw -6119377.689380 + Penalty 3547.976428 = -6115829.712952
  nChanged 422
		SP:Iteration 29Q (14190.420000 sec): 3 clusters
  Score: Raw -6119478.100203 + Penalty 3547.976428 = -6115930.123775
  nChanged 383
		SP:Iteration 30Q (14190.850000 sec): 3 clusters
  Score: Raw -6119564.731809 + Penalty 3547.976428 = -6116016.755382
  nChanged 367
		SP:Iteration 31Q (14191.250000 sec): 3 clusters
  Score: Raw -6119653.977260 + Penalty 3547.976428 = -6116106.000832
  nChanged 359
		SP:Iteration 32Q (14191.640000 sec): 3 clusters
  Score: Raw -6119743.081444 + Penalty 3547.976428 = -6116195.105016
  nChanged 329
		SP:Iteration 33Q (14192.060000 sec): 3 clusters
  Score: Raw -6119825.933735 + Penalty 3547.976428 = -6116277.957307
  nChanged 309
		SP:Iteration 34Q (14192.490000 sec): 3 clusters
  Score: Raw -6119908.435521 + Penalty 3547.976428 = -6116360.459093
  nChanged 297
		SP:Iteration 35Q (14192.910000 sec): 3 clusters
  Score: Raw -6119991.003673 + Penalty 3547.976428 = -6116443.027245
  nChanged 301
		SP:Iteration 36Q (14193.360000 sec): 3 clusters
  Score: Raw -6120076.681020 + Penalty 3547.976428 = -6116528.704592
  nChanged 282
		SP:Iteration 37Q (14193.810000 sec): 3 clusters
  Score: Raw -6120162.764171 + Penalty 3547.976428 = -6116614.787743
  nChanged 288
		SP:Iteration 38Q (14194.250000 sec): 3 clusters
  Score: Raw -6120257.471824 + Penalty 3547.976428 = -6116709.495396
  nChanged 282
		SP:Iteration 39Q (14194.640000 sec): 3 clusters
  Score: Raw -6120352.154296 + Penalty 3547.976428 = -6116804.177868
  nChanged 258
		SP:Iteration 40F (14195.070000 sec): 3 clusters
  Score: Raw -6120433.659984 + Penalty 3547.976428 = -6116885.683556
  nChanged 245
		SP:Iteration 41Q (14195.470000 sec): 3 clusters
  Score: Raw -6120510.654891 + Penalty 3547.976428 = -6116962.678463
  nChanged 230
		SP:Iteration 42Q (14195.870000 sec): 3 clusters
  Score: Raw -6120582.077815 + Penalty 3547.976428 = -6117034.101387
  nChanged 211
		SP:Iteration 43Q (14196.290000 sec): 3 clusters
  Score: Raw -6120648.560693 + Penalty 3547.976428 = -6117100.584265
  nChanged 217
		SP:Iteration 44Q (14196.680000 sec): 3 clusters
  Score: Raw -6120711.549548 + Penalty 3547.976428 = -6117163.573120
  nChanged 168
		SP:Iteration 45Q (14197.080000 sec): 3 clusters
  Score: Raw -6120756.406336 + Penalty 3547.976428 = -6117208.429909
  nChanged 163
		SP:Iteration 46Q (14197.470000 sec): 3 clusters
  Score: Raw -6120798.371217 + Penalty 3547.976428 = -6117250.394789
  nChanged 148
		SP:Iteration 47Q (14197.900000 sec): 3 clusters
  Score: Raw -6120835.910481 + Penalty 3547.976428 = -6117287.934053
  nChanged 141
		SP:Iteration 48Q (14198.280000 sec): 3 clusters
  Score: Raw -6120871.600530 + Penalty 3547.976428 = -6117323.624103
  nChanged 122
		SP:Iteration 49Q (14198.660000 sec): 3 clusters
  Score: Raw -6120902.769279 + Penalty 3547.976428 = -6117354.792851
  nChanged 111
		SP:Iteration 50Q (14199.050000 sec): 3 clusters
  Score: Raw -6120930.379563 + Penalty 3547.976428 = -6117382.403135
  nChanged 103
		SP:Iteration 51Q (14199.450000 sec): 3 clusters
  Score: Raw -6120951.925580 + Penalty 3547.976428 = -6117403.949152
  nChanged 95
		SP:Iteration 52Q (14199.840000 sec): 3 clusters
  Score: Raw -6120970.217772 + Penalty 3547.976428 = -6117422.241344
  nChanged 66
		SP:Iteration 53Q (14200.220000 sec): 3 clusters
  Score: Raw -6120982.048856 + Penalty 3547.976428 = -6117434.072428
  nChanged 62
		SP:Iteration 54Q (14200.620000 sec): 3 clusters
  Score: Raw -6120995.070739 + Penalty 3547.976428 = -6117447.094311
  nChanged 71
		SP:Iteration 55Q (14200.990000 sec): 3 clusters
  Score: Raw -6121009.535135 + Penalty 3547.976428 = -6117461.558707
  nChanged 75
		SP:Iteration 56Q (14201.410000 sec): 3 clusters
  Score: Raw -6121024.691845 + Penalty 3547.976428 = -6117476.715417
  nChanged 65
		SP:Iteration 57Q (14201.800000 sec): 3 clusters
  Score: Raw -6121039.171556 + Penalty 3547.976428 = -6117491.195128
  nChanged 69
		SP:Iteration 58Q (14202.240000 sec): 3 clusters
  Score: Raw -6121053.477647 + Penalty 3547.976428 = -6117505.501220
  nChanged 56
		SP:Iteration 59Q (14202.630000 sec): 3 clusters
  Score: Raw -6121065.524529 + Penalty 3547.976428 = -6117517.548101
  nChanged 55
		SP:Iteration 60F (14203.080000 sec): 3 clusters
  Score: Raw -6121076.865956 + Penalty 3547.976428 = -6117528.889529
  nChanged 59
		SP:Iteration 61Q (14203.510000 sec): 3 clusters
  Score: Raw -6121089.335703 + Penalty 3547.976428 = -6117541.359275
  nChanged 54
		SP:Iteration 62Q (14203.920000 sec): 3 clusters
  Score: Raw -6121099.600974 + Penalty 3547.976428 = -6117551.624547
  nChanged 57
		SP:Iteration 63Q (14204.390000 sec): 3 clusters
  Score: Raw -6121111.521986 + Penalty 3547.976428 = -6117563.545558
  nChanged 47
		SP:Iteration 64Q (14204.790000 sec): 3 clusters
  Score: Raw -6121120.574375 + Penalty 3547.976428 = -6117572.597947
  nChanged 42
		SP:Iteration 65Q (14205.210000 sec): 3 clusters
  Score: Raw -6121128.614562 + Penalty 3547.976428 = -6117580.638134
  nChanged 45
		SP:Iteration 66Q (14205.580000 sec): 3 clusters
  Score: Raw -6121138.152785 + Penalty 3547.976428 = -6117590.176357
  nChanged 45
		SP:Iteration 67Q (14205.990000 sec): 3 clusters
  Score: Raw -6121148.453122 + Penalty 3547.976428 = -6117600.476694
  nChanged 37
		SP:Iteration 68Q (14206.360000 sec): 3 clusters
  Score: Raw -6121155.517575 + Penalty 3547.976428 = -6117607.541147
  nChanged 40
		SP:Iteration 69Q (14206.690000 sec): 3 clusters
  Score: Raw -6121163.538168 + Penalty 3547.976428 = -6117615.561740
  nChanged 41
		SP:Iteration 70Q (14207.080000 sec): 3 clusters
  Score: Raw -6121172.053085 + Penalty 3547.976428 = -6117624.076657
  nChanged 33
		SP:Iteration 71Q (14207.400000 sec): 3 clusters
  Score: Raw -6121178.357084 + Penalty 3547.976428 = -6117630.380656
  nChanged 32
		SP:Iteration 72Q (14207.790000 sec): 3 clusters
  Score: Raw -6121184.490459 + Penalty 3547.976428 = -6117636.514031
  nChanged 19
		SP:Iteration 73Q (14208.180000 sec): 3 clusters
  Score: Raw -6121189.126545 + Penalty 3547.976428 = -6117641.150118
  nChanged 12
		SP:Iteration 74Q (14208.550000 sec): 3 clusters
  Score: Raw -6121191.458865 + Penalty 3547.976428 = -6117643.482438
  nChanged 13
		SP:Iteration 75Q (14208.950000 sec): 3 clusters
  Score: Raw -6121193.450501 + Penalty 3547.976428 = -6117645.474073
  nChanged 10
		SP:Iteration 76Q (14209.330000 sec): 3 clusters
  Score: Raw -6121195.270965 + Penalty 3547.976428 = -6117647.294537
  nChanged 18
		SP:Iteration 77Q (14209.720000 sec): 3 clusters
  Score: Raw -6121198.622511 + Penalty 3547.976428 = -6117650.646083
  nChanged 26
		SP:Iteration 78Q (14210.130000 sec): 3 clusters
  Score: Raw -6121204.648700 + Penalty 3547.976428 = -6117656.672272
  nChanged 27
		SP:Iteration 79Q (14210.510000 sec): 3 clusters
  Score: Raw -6121212.280242 + Penalty 3547.976428 = -6117664.303814
  nChanged 25
		SP:Iteration 80F (14210.910000 sec): 3 clusters
  Score: Raw -6121217.597828 + Penalty 3547.976428 = -6117669.621400
  nChanged 21
		SP:Iteration 81Q (14211.340000 sec): 3 clusters
  Score: Raw -6121221.964370 + Penalty 3547.976428 = -6117673.987942
  nChanged 19
		SP:Iteration 82Q (14211.710000 sec): 3 clusters
  Score: Raw -6121225.988995 + Penalty 3547.976428 = -6117678.012567
  nChanged 17
		SP:Iteration 83Q (14212.080000 sec): 3 clusters
  Score: Raw -6121228.805684 + Penalty 3547.976428 = -6117680.829257
  nChanged 13
		SP:Iteration 84Q (14212.490000 sec): 3 clusters
  Score: Raw -6121231.418194 + Penalty 3547.976428 = -6117683.441766
  nChanged 11
		SP:Iteration 85Q (14212.900000 sec): 3 clusters
  Score: Raw -6121233.526292 + Penalty 3547.976428 = -6117685.549865
  nChanged 14
		SP:Iteration 86Q (14213.290000 sec): 3 clusters
  Score: Raw -6121235.988493 + Penalty 3547.976428 = -6117688.012065
  nChanged 10
		SP:Iteration 87Q (14213.660000 sec): 3 clusters
  Score: Raw -6121238.184485 + Penalty 3547.976428 = -6117690.208057
  nChanged 11
		SP:Iteration 88Q (14214.040000 sec): 3 clusters
  Score: Raw -6121239.942341 + Penalty 3547.976428 = -6117691.965913
  nChanged 11
		SP:Iteration 89Q (14214.450000 sec): 3 clusters
  Score: Raw -6121242.107832 + Penalty 3547.976428 = -6117694.131404
  nChanged 11
		SP:Iteration 90Q (14214.840000 sec): 3 clusters
  Score: Raw -6121244.032582 + Penalty 3547.976428 = -6117696.056154
  nChanged 15
		SP:Iteration 91Q (14215.250000 sec): 3 clusters
  Score: Raw -6121246.776496 + Penalty 3547.976428 = -6117698.800069
  nChanged 14
		SP:Iteration 92Q (14215.670000 sec): 3 clusters
  Score: Raw -6121248.733269 + Penalty 3547.976428 = -6117700.756841
  nChanged 12
		SP:Iteration 93Q (14216.080000 sec): 3 clusters
  Score: Raw -6121250.951511 + Penalty 3547.976428 = -6117702.975083
  nChanged 10
		SP:Iteration 94Q (14216.480000 sec): 3 clusters
  Score: Raw -6121252.472632 + Penalty 3547.976428 = -6117704.496205
  nChanged 6
		SP:Iteration 95Q (14216.860000 sec): 3 clusters
  Score: Raw -6121253.383861 + Penalty 3547.976428 = -6117705.407433
  nChanged 4
		SP:Iteration 96Q (14217.220000 sec): 3 clusters
  Score: Raw -6121254.211332 + Penalty 3547.976428 = -6117706.234904
  nChanged 8
		SP:Iteration 97Q (14217.560000 sec): 3 clusters
  Score: Raw -6121255.695870 + Penalty 3547.976428 = -6117707.719443
  nChanged 4
		SP:Iteration 98Q (14217.950000 sec): 3 clusters
  Score: Raw -6121256.180213 + Penalty 3547.976428 = -6117708.203785
  nChanged 3
		SP:Iteration 99Q (14218.330000 sec): 3 clusters
  Score: Raw -6121256.555012 + Penalty 3547.976428 = -6117708.578584
  nChanged 2
		SP:Iteration 100F (14218.730000 sec): 3 clusters
  Score: Raw -6121256.808015 + Penalty 3547.976428 = -6117708.831588
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (10627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14218.880000 sec): 2 clusters
  Score: Raw -1161645.730583 + Penalty 1506.562397 = -1160139.168186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14219.100000 sec): 3 clusters
  Score: Raw -1155543.635213 + Penalty 3013.124794 = -1152530.510419
  nChanged 4612
		SP:Iteration 1F (14219.330000 sec): 3 clusters
  Score: Raw -1158085.506115 + Penalty 3013.124794 = -1155072.381322
  nChanged 705
		SP:Iteration 2F (14219.490000 sec): 3 clusters
  Score: Raw -1158439.866033 + Penalty 3013.124794 = -1155426.741240
  nChanged 651
		SP:Iteration 3F (14219.730000 sec): 3 clusters
  Score: Raw -1158794.865357 + Penalty 3013.124794 = -1155781.740564
  nChanged 615
		SP:Iteration 4F (14219.940000 sec): 3 clusters
  Score: Raw -1159162.667256 + Penalty 3013.124794 = -1156149.542462
  nChanged 624
		SP:Iteration 5F (14220.130000 sec): 3 clusters
  Score: Raw -1159556.729301 + Penalty 3013.124794 = -1156543.604508
  nChanged 623
		SP:Iteration 6F (14220.370000 sec): 3 clusters
  Score: Raw -1159992.639497 + Penalty 3013.124794 = -1156979.514703
  nChanged 582
		SP:Iteration 7F (14220.630000 sec): 3 clusters
  Score: Raw -1160484.235622 + Penalty 3013.124794 = -1157471.110829
  nChanged 513
		SP:Iteration 8Q (14220.840000 sec): 3 clusters
  Score: Raw -1160969.308243 + Penalty 3013.124794 = -1157956.183449
  nChanged 460
		SP:Iteration 9Q (14221.050000 sec): 3 clusters
  Score: Raw -1161419.246561 + Penalty 3013.124794 = -1158406.121767
  nChanged 337
		SP:Iteration 10Q (14221.250000 sec): 3 clusters
  Score: Raw -1161659.199197 + Penalty 3013.124794 = -1158646.074404
  nChanged 219
		SP:Iteration 11Q (14221.510000 sec): 3 clusters
  Score: Raw -1161765.194196 + Penalty 3013.124794 = -1158752.069402
  nChanged 138
		SP:Iteration 12Q (14221.730000 sec): 3 clusters
  Score: Raw -1161811.429694 + Penalty 3013.124794 = -1158798.304900
  nChanged 89
		SP:Iteration 13Q (14221.940000 sec): 3 clusters
  Score: Raw -1161836.110617 + Penalty 3013.124794 = -1158822.985824
  nChanged 45
		SP:Iteration 14Q (14222.140000 sec): 3 clusters
  Score: Raw -1161847.915691 + Penalty 3013.124794 = -1158834.790898
  nChanged 38
		SP:Iteration 15Q (14222.380000 sec): 3 clusters
  Score: Raw -1161855.181973 + Penalty 3013.124794 = -1158842.057180
  nChanged 26
		SP:Iteration 16Q (14222.590000 sec): 3 clusters
  Score: Raw -1161859.677115 + Penalty 3013.124794 = -1158846.552321
  nChanged 22
		SP:Iteration 17Q (14222.800000 sec): 3 clusters
  Score: Raw -1161864.005460 + Penalty 3013.124794 = -1158850.880666
  nChanged 18
		SP:Iteration 18Q (14223.020000 sec): 3 clusters
  Score: Raw -1161867.990704 + Penalty 3013.124794 = -1158854.865910
  nChanged 14
		SP:Iteration 19Q (14223.180000 sec): 3 clusters
  Score: Raw -1161870.163050 + Penalty 3013.124794 = -1158857.038256
  nChanged 8
		SP:Iteration 20F (14223.400000 sec): 3 clusters
  Score: Raw -1161871.322344 + Penalty 3013.124794 = -1158858.197550
  nChanged 7
		SP:Iteration 21Q (14223.620000 sec): 3 clusters
  Score: Raw -1161872.511846 + Penalty 3013.124794 = -1158859.387053
  nChanged 7
		SP:Iteration 22Q (14223.820000 sec): 3 clusters
  Score: Raw -1161873.389376 + Penalty 3013.124794 = -1158860.264583
  nChanged 7
		SP:Iteration 23Q (14224.050000 sec): 3 clusters
  Score: Raw -1161874.317982 + Penalty 3013.124794 = -1158861.193188
  nChanged 4
		SP:Iteration 24Q (14224.290000 sec): 3 clusters
  Score: Raw -1161875.064526 + Penalty 3013.124794 = -1158861.939732
  nChanged 3
		SP:Iteration 25Q (14224.490000 sec): 3 clusters
  Score: Raw -1161875.189107 + Penalty 3013.124794 = -1158862.064313
  nChanged 0
		SP:Iteration 26F (14224.710000 sec): 3 clusters
  Score: Raw -1161875.189107 + Penalty 3013.124794 = -1158862.064313
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14224.810000 sec): 2 clusters
  Score: Raw -591551.140529 + Penalty 1400.680004 = -590150.460525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14225.000000 sec): 3 clusters
  Score: Raw -588675.651302 + Penalty 2801.360009 = -585874.291293
  nChanged 2224
		SP:Iteration 1F (14225.220000 sec): 3 clusters
  Score: Raw -589878.070328 + Penalty 2801.360009 = -587076.710319
  nChanged 420
		SP:Iteration 2F (14225.380000 sec): 3 clusters
  Score: Raw -590175.953919 + Penalty 2801.360009 = -587374.593910
  nChanged 388
		SP:Iteration 3F (14225.590000 sec): 3 clusters
  Score: Raw -590502.142475 + Penalty 2801.360009 = -587700.782467
  nChanged 436
		SP:Iteration 4F (14225.750000 sec): 3 clusters
  Score: Raw -590927.692333 + Penalty 2801.360009 = -588126.332324
  nChanged 423
		SP:Iteration 5F (14225.940000 sec): 3 clusters
  Score: Raw -591322.263600 + Penalty 2801.360009 = -588520.903591
  nChanged 344
		SP:Iteration 6F (14226.190000 sec): 3 clusters
  Score: Raw -591577.741199 + Penalty 2801.360009 = -588776.381190
  nChanged 225
		SP:Iteration 7Q (14226.370000 sec): 3 clusters
  Score: Raw -591712.485118 + Penalty 2801.360009 = -588911.125109
  nChanged 145
		SP:Iteration 8Q (14226.560000 sec): 3 clusters
  Score: Raw -591793.641631 + Penalty 2801.360009 = -588992.281622
  nChanged 123
		SP:Iteration 9Q (14226.770000 sec): 3 clusters
  Score: Raw -591854.713216 + Penalty 2801.360009 = -589053.353207
  nChanged 83
		SP:Iteration 10Q (14226.980000 sec): 3 clusters
  Score: Raw -591881.743221 + Penalty 2801.360009 = -589080.383212
  nChanged 54
		SP:Iteration 11Q (14227.150000 sec): 3 clusters
  Score: Raw -591900.567842 + Penalty 2801.360009 = -589099.207833
  nChanged 47
		SP:Iteration 12Q (14227.340000 sec): 3 clusters
  Score: Raw -591914.153544 + Penalty 2801.360009 = -589112.793535
  nChanged 31
		SP:Iteration 13Q (14227.570000 sec): 3 clusters
  Score: Raw -591921.788946 + Penalty 2801.360009 = -589120.428937
  nChanged 23
		SP:Iteration 14Q (14227.750000 sec): 3 clusters
  Score: Raw -591926.291311 + Penalty 2801.360009 = -589124.931302
  nChanged 11
		SP:Iteration 15Q (14227.970000 sec): 3 clusters
  Score: Raw -591928.874248 + Penalty 2801.360009 = -589127.514240
  nChanged 10
		SP:Iteration 16Q (14228.130000 sec): 3 clusters
  Score: Raw -591931.477544 + Penalty 2801.360009 = -589130.117535
  nChanged 11
		SP:Iteration 17Q (14228.320000 sec): 3 clusters
  Score: Raw -591933.215121 + Penalty 2801.360009 = -589131.855112
  nChanged 7
		SP:Iteration 18Q (14228.510000 sec): 3 clusters
  Score: Raw -591934.261141 + Penalty 2801.360009 = -589132.901132
  nChanged 3
		SP:Iteration 19Q (14228.710000 sec): 3 clusters
  Score: Raw -591934.782987 + Penalty 2801.360009 = -589133.422978
  nChanged 3
		SP:Iteration 20F (14228.900000 sec): 3 clusters
  Score: Raw -591935.187946 + Penalty 2801.360009 = -589133.827937
  nChanged 1
		SP:Iteration 21Q (14229.090000 sec): 3 clusters
  Score: Raw -591935.590501 + Penalty 2801.360009 = -589134.230492
  nChanged 0
		SP:Iteration 22F (14229.260000 sec): 3 clusters
  Score: Raw -591935.590501 + Penalty 2801.360009 = -589134.230492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (2922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14229.390000 sec): 2 clusters
  Score: Raw -306982.402704 + Penalty 1296.753834 = -305685.648871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14229.590000 sec): 3 clusters
  Score: Raw -305630.465080 + Penalty 2593.507668 = -303036.957412
  nChanged 1084
		SP:Iteration 1F (14229.740000 sec): 3 clusters
  Score: Raw -306326.283243 + Penalty 2593.507668 = -303732.775576
  nChanged 215
		SP:Iteration 2F (14229.960000 sec): 3 clusters
  Score: Raw -306448.804859 + Penalty 2593.507668 = -303855.297192
  nChanged 146
		SP:Iteration 3Q (14230.150000 sec): 3 clusters
  Score: Raw -306532.866485 + Penalty 2593.507668 = -303939.358817
  nChanged 98
		SP:Iteration 4Q (14230.320000 sec): 3 clusters
  Score: Raw -306582.140762 + Penalty 2593.507668 = -303988.633095
  nChanged 88
		SP:Iteration 5Q (14230.500000 sec): 3 clusters
  Score: Raw -306631.677333 + Penalty 2593.507668 = -304038.169666
  nChanged 84
		SP:Iteration 6Q (14230.670000 sec): 3 clusters
  Score: Raw -306676.823510 + Penalty 2593.507668 = -304083.315842
  nChanged 62
		SP:Iteration 7Q (14230.820000 sec): 3 clusters
  Score: Raw -306710.898214 + Penalty 2593.507668 = -304117.390547
  nChanged 58
		SP:Iteration 8Q (14230.980000 sec): 3 clusters
  Score: Raw -306743.670426 + Penalty 2593.507668 = -304150.162758
  nChanged 59
		SP:Iteration 9Q (14231.160000 sec): 3 clusters
  Score: Raw -306774.603030 + Penalty 2593.507668 = -304181.095362
  nChanged 54
		SP:Iteration 10Q (14231.360000 sec): 3 clusters
  Score: Raw -306802.937183 + Penalty 2593.507668 = -304209.429516
  nChanged 45
		SP:Iteration 11Q (14231.540000 sec): 3 clusters
  Score: Raw -306825.421282 + Penalty 2593.507668 = -304231.913615
  nChanged 34
		SP:Iteration 12Q (14231.700000 sec): 3 clusters
  Score: Raw -306841.429771 + Penalty 2593.507668 = -304247.922104
  nChanged 41
		SP:Iteration 13Q (14231.860000 sec): 3 clusters
  Score: Raw -306861.541432 + Penalty 2593.507668 = -304268.033765
  nChanged 39
		SP:Iteration 14Q (14232.040000 sec): 3 clusters
  Score: Raw -306878.300538 + Penalty 2593.507668 = -304284.792870
  nChanged 27
		SP:Iteration 15Q (14232.220000 sec): 3 clusters
  Score: Raw -306890.456269 + Penalty 2593.507668 = -304296.948602
  nChanged 32
		SP:Iteration 16Q (14232.380000 sec): 3 clusters
  Score: Raw -306906.397123 + Penalty 2593.507668 = -304312.889456
  nChanged 31
		SP:Iteration 17Q (14232.600000 sec): 3 clusters
  Score: Raw -306921.054843 + Penalty 2593.507668 = -304327.547176
  nChanged 26
		SP:Iteration 18Q (14232.740000 sec): 3 clusters
  Score: Raw -306932.404789 + Penalty 2593.507668 = -304338.897121
  nChanged 18
		SP:Iteration 19Q (14232.980000 sec): 3 clusters
  Score: Raw -306940.988528 + Penalty 2593.507668 = -304347.480861
  nChanged 30
		SP:Iteration 20F (14233.160000 sec): 3 clusters
  Score: Raw -306953.180403 + Penalty 2593.507668 = -304359.672735
  nChanged 32
		SP:Iteration 21Q (14233.310000 sec): 3 clusters
  Score: Raw -306969.206429 + Penalty 2593.507668 = -304375.698762
  nChanged 31
		SP:Iteration 22Q (14233.490000 sec): 3 clusters
  Score: Raw -306991.025767 + Penalty 2593.507668 = -304397.518100
  nChanged 44
		SP:Iteration 23Q (14233.680000 sec): 3 clusters
  Score: Raw -307014.260207 + Penalty 2593.507668 = -304420.752540
  nChanged 44
		SP:Iteration 24Q (14233.820000 sec): 3 clusters
  Score: Raw -307034.138408 + Penalty 2593.507668 = -304440.630740
  nChanged 34
		SP:Iteration 25Q (14233.960000 sec): 3 clusters
  Score: Raw -307051.025434 + Penalty 2593.507668 = -304457.517766
  nChanged 34
		SP:Iteration 26Q (14234.150000 sec): 3 clusters
  Score: Raw -307068.839706 + Penalty 2593.507668 = -304475.332039
  nChanged 36
		SP:Iteration 27Q (14234.340000 sec): 3 clusters
  Score: Raw -307092.208342 + Penalty 2593.507668 = -304498.700674
  nChanged 39
		SP:Iteration 28Q (14234.490000 sec): 3 clusters
  Score: Raw -307116.416099 + Penalty 2593.507668 = -304522.908431
  nChanged 35
		SP:Iteration 29Q (14234.700000 sec): 3 clusters
  Score: Raw -307138.685675 + Penalty 2593.507668 = -304545.178007
  nChanged 33
		SP:Iteration 30Q (14234.870000 sec): 3 clusters
  Score: Raw -307158.286878 + Penalty 2593.507668 = -304564.779210
  nChanged 24
		SP:Iteration 31Q (14235.060000 sec): 3 clusters
  Score: Raw -307173.666508 + Penalty 2593.507668 = -304580.158841
  nChanged 25
		SP:Iteration 32Q (14235.220000 sec): 3 clusters
  Score: Raw -307191.230186 + Penalty 2593.507668 = -304597.722518
  nChanged 20
		SP:Iteration 33Q (14235.410000 sec): 3 clusters
  Score: Raw -307203.894221 + Penalty 2593.507668 = -304610.386554
  nChanged 17
		SP:Iteration 34Q (14235.610000 sec): 3 clusters
  Score: Raw -307215.226212 + Penalty 2593.507668 = -304621.718544
  nChanged 13
		SP:Iteration 35Q (14235.770000 sec): 3 clusters
  Score: Raw -307221.721410 + Penalty 2593.507668 = -304628.213743
  nChanged 6
		SP:Iteration 36Q (14235.960000 sec): 3 clusters
  Score: Raw -307225.453391 + Penalty 2593.507668 = -304631.945724
  nChanged 7
		SP:Iteration 37Q (14236.140000 sec): 3 clusters
  Score: Raw -307230.641371 + Penalty 2593.507668 = -304637.133703
  nChanged 8
		SP:Iteration 38Q (14236.290000 sec): 3 clusters
  Score: Raw -307234.741969 + Penalty 2593.507668 = -304641.234301
  nChanged 8
		SP:Iteration 39Q (14236.490000 sec): 3 clusters
  Score: Raw -307240.906794 + Penalty 2593.507668 = -304647.399127
  nChanged 7
		SP:Iteration 40F (14236.640000 sec): 3 clusters
  Score: Raw -307247.506057 + Penalty 2593.507668 = -304653.998389
  nChanged 10
		SP:Iteration 41Q (14236.800000 sec): 3 clusters
  Score: Raw -307255.981203 + Penalty 2593.507668 = -304662.473536
  nChanged 11
		SP:Iteration 42Q (14237.010000 sec): 3 clusters
  Score: Raw -307261.221279 + Penalty 2593.507668 = -304667.713612
  nChanged 6
		SP:Iteration 43Q (14237.190000 sec): 3 clusters
  Score: Raw -307264.876671 + Penalty 2593.507668 = -304671.369003
  nChanged 4
		SP:Iteration 44Q (14237.340000 sec): 3 clusters
  Score: Raw -307266.842677 + Penalty 2593.507668 = -304673.335010
  nChanged 5
		SP:Iteration 45Q (14237.540000 sec): 3 clusters
  Score: Raw -307271.190862 + Penalty 2593.507668 = -304677.683195
  nChanged 12
		SP:Iteration 46Q (14237.720000 sec): 3 clusters
  Score: Raw -307279.497144 + Penalty 2593.507668 = -304685.989477
  nChanged 12
		SP:Iteration 47Q (14237.870000 sec): 3 clusters
  Score: Raw -307293.079196 + Penalty 2593.507668 = -304699.571529
  nChanged 12
		SP:Iteration 48Q (14238.060000 sec): 3 clusters
  Score: Raw -307302.339663 + Penalty 2593.507668 = -304708.831996
  nChanged 10
		SP:Iteration 49Q (14238.240000 sec): 3 clusters
  Score: Raw -307312.972933 + Penalty 2593.507668 = -304719.465266
  nChanged 11
		SP:Iteration 50Q (14238.400000 sec): 3 clusters
  Score: Raw -307322.571928 + Penalty 2593.507668 = -304729.064260
  nChanged 9
		SP:Iteration 51Q (14238.560000 sec): 3 clusters
  Score: Raw -307329.643161 + Penalty 2593.507668 = -304736.135494
  nChanged 5
		SP:Iteration 52Q (14238.730000 sec): 3 clusters
  Score: Raw -307333.803387 + Penalty 2593.507668 = -304740.295720
  nChanged 2
		SP:Iteration 53Q (14238.900000 sec): 3 clusters
  Score: Raw -307335.006090 + Penalty 2593.507668 = -304741.498422
  nChanged 0
		SP:Iteration 54F (14239.100000 sec): 3 clusters
  Score: Raw -307335.006090 + Penalty 2593.507668 = -304741.498422
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14239.220000 sec): 2 clusters
  Score: Raw -306239.677721 + Penalty 1299.620258 = -304940.057463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14239.380000 sec): 3 clusters
  Score: Raw -304867.825599 + Penalty 2599.240516 = -302268.585083
  nChanged 1098
		SP:Iteration 1F (14239.610000 sec): 3 clusters
  Score: Raw -305638.923903 + Penalty 2599.240516 = -303039.683386
  nChanged 264
		SP:Iteration 2F (14239.770000 sec): 3 clusters
  Score: Raw -305846.352175 + Penalty 2599.240516 = -303247.111658
  nChanged 175
		SP:Iteration 3F (14239.990000 sec): 3 clusters
  Score: Raw -305997.242162 + Penalty 2599.240516 = -303398.001646
  nChanged 166
		SP:Iteration 4F (14240.180000 sec): 3 clusters
  Score: Raw -306142.592261 + Penalty 2599.240516 = -303543.351744
  nChanged 138
		SP:Iteration 5Q (14240.330000 sec): 3 clusters
  Score: Raw -306272.193199 + Penalty 2599.240516 = -303672.952683
  nChanged 143
		SP:Iteration 6Q (14240.500000 sec): 3 clusters
  Score: Raw -306449.717828 + Penalty 2599.240516 = -303850.477312
  nChanged 140
		SP:Iteration 7Q (14240.660000 sec): 3 clusters
  Score: Raw -306608.749435 + Penalty 2599.240516 = -304009.508918
  nChanged 118
		SP:Iteration 8Q (14240.880000 sec): 3 clusters
  Score: Raw -306718.553970 + Penalty 2599.240516 = -304119.313454
  nChanged 102
		SP:Iteration 9Q (14241.050000 sec): 3 clusters
  Score: Raw -306834.408638 + Penalty 2599.240516 = -304235.168121
  nChanged 94
		SP:Iteration 10Q (14241.270000 sec): 3 clusters
  Score: Raw -306966.466337 + Penalty 2599.240516 = -304367.225821
  nChanged 104
		SP:Iteration 11Q (14241.410000 sec): 3 clusters
  Score: Raw -307101.981217 + Penalty 2599.240516 = -304502.740700
  nChanged 78
		SP:Iteration 12Q (14241.610000 sec): 3 clusters
  Score: Raw -307186.480436 + Penalty 2599.240516 = -304587.239919
  nChanged 36
		SP:Iteration 13Q (14241.800000 sec): 3 clusters
  Score: Raw -307219.524616 + Penalty 2599.240516 = -304620.284100
  nChanged 33
		SP:Iteration 14Q (14241.970000 sec): 3 clusters
  Score: Raw -307251.043233 + Penalty 2599.240516 = -304651.802717
  nChanged 31
		SP:Iteration 15Q (14242.110000 sec): 3 clusters
  Score: Raw -307278.136225 + Penalty 2599.240516 = -304678.895708
  nChanged 21
		SP:Iteration 16Q (14242.310000 sec): 3 clusters
  Score: Raw -307299.330361 + Penalty 2599.240516 = -304700.089844
  nChanged 17
		SP:Iteration 17Q (14242.450000 sec): 3 clusters
  Score: Raw -307315.080728 + Penalty 2599.240516 = -304715.840211
  nChanged 15
		SP:Iteration 18Q (14242.670000 sec): 3 clusters
  Score: Raw -307328.184972 + Penalty 2599.240516 = -304728.944455
  nChanged 14
		SP:Iteration 19Q (14242.830000 sec): 3 clusters
  Score: Raw -307339.409355 + Penalty 2599.240516 = -304740.168839
  nChanged 12
		SP:Iteration 20F (14243.020000 sec): 3 clusters
  Score: Raw -307348.990868 + Penalty 2599.240516 = -304749.750352
  nChanged 10
		SP:Iteration 21Q (14243.230000 sec): 3 clusters
  Score: Raw -307355.994590 + Penalty 2599.240516 = -304756.754074
  nChanged 3
		SP:Iteration 22Q (14243.350000 sec): 3 clusters
  Score: Raw -307357.161880 + Penalty 2599.240516 = -304757.921364
  nChanged 2
		SP:Iteration 23Q (14243.550000 sec): 3 clusters
  Score: Raw -307358.216407 + Penalty 2599.240516 = -304758.975890
  nChanged 2
		SP:Iteration 24Q (14243.730000 sec): 3 clusters
  Score: Raw -307359.311810 + Penalty 2599.240516 = -304760.071294
  nChanged 2
		SP:Iteration 25Q (14243.890000 sec): 3 clusters
  Score: Raw -307360.138186 + Penalty 2599.240516 = -304760.897669
  nChanged 1
		SP:Iteration 26Q (14244.070000 sec): 3 clusters
  Score: Raw -307360.858714 + Penalty 2599.240516 = -304761.618198
  nChanged 3
		SP:Iteration 27Q (14244.230000 sec): 3 clusters
  Score: Raw -307363.073528 + Penalty 2599.240516 = -304763.833012
  nChanged 2
		SP:Iteration 28Q (14244.400000 sec): 3 clusters
  Score: Raw -307363.939393 + Penalty 2599.240516 = -304764.698877
  nChanged 0
		SP:Iteration 29F (14244.580000 sec): 3 clusters
  Score: Raw -307363.939393 + Penalty 2599.240516 = -304764.698877
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (3805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14244.680000 sec): 2 clusters
  Score: Raw -400296.703947 + Penalty 1339.661581 = -398957.042366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14244.880000 sec): 3 clusters
  Score: Raw -398363.489573 + Penalty 2679.323163 = -395684.166410
  nChanged 1513
		SP:Iteration 1F (14245.050000 sec): 3 clusters
  Score: Raw -399181.187659 + Penalty 2679.323163 = -396501.864496
  nChanged 288
		SP:Iteration 2F (14245.230000 sec): 3 clusters
  Score: Raw -399337.475523 + Penalty 2679.323163 = -396658.152360
  nChanged 198
		SP:Iteration 3F (14245.430000 sec): 3 clusters
  Score: Raw -399447.490342 + Penalty 2679.323163 = -396768.167179
  nChanged 146
		SP:Iteration 4Q (14245.630000 sec): 3 clusters
  Score: Raw -399540.732687 + Penalty 2679.323163 = -396861.409524
  nChanged 144
		SP:Iteration 5Q (14245.820000 sec): 3 clusters
  Score: Raw -399639.700704 + Penalty 2679.323163 = -396960.377541
  nChanged 153
		SP:Iteration 6Q (14245.990000 sec): 3 clusters
  Score: Raw -399744.979694 + Penalty 2679.323163 = -397065.656531
  nChanged 136
		SP:Iteration 7Q (14246.220000 sec): 3 clusters
  Score: Raw -399852.467467 + Penalty 2679.323163 = -397173.144304
  nChanged 158
		SP:Iteration 8Q (14246.370000 sec): 3 clusters
  Score: Raw -399963.717302 + Penalty 2679.323163 = -397284.394140
  nChanged 147
		SP:Iteration 9Q (14246.530000 sec): 3 clusters
  Score: Raw -400055.842304 + Penalty 2679.323163 = -397376.519141
  nChanged 126
		SP:Iteration 10Q (14246.730000 sec): 3 clusters
  Score: Raw -400134.793238 + Penalty 2679.323163 = -397455.470075
  nChanged 110
		SP:Iteration 11Q (14246.890000 sec): 3 clusters
  Score: Raw -400194.313476 + Penalty 2679.323163 = -397514.990313
  nChanged 100
		SP:Iteration 12Q (14247.100000 sec): 3 clusters
  Score: Raw -400255.708168 + Penalty 2679.323163 = -397576.385005
  nChanged 91
		SP:Iteration 13Q (14247.270000 sec): 3 clusters
  Score: Raw -400297.311076 + Penalty 2679.323163 = -397617.987914
  nChanged 72
		SP:Iteration 14Q (14247.450000 sec): 3 clusters
  Score: Raw -400335.911092 + Penalty 2679.323163 = -397656.587929
  nChanged 72
		SP:Iteration 15Q (14247.620000 sec): 3 clusters
  Score: Raw -400368.161736 + Penalty 2679.323163 = -397688.838573
  nChanged 70
		SP:Iteration 16Q (14247.800000 sec): 3 clusters
  Score: Raw -400403.367001 + Penalty 2679.323163 = -397724.043838
  nChanged 55
		SP:Iteration 17Q (14248.000000 sec): 3 clusters
  Score: Raw -400430.053295 + Penalty 2679.323163 = -397750.730132
  nChanged 52
		SP:Iteration 18Q (14248.150000 sec): 3 clusters
  Score: Raw -400458.327382 + Penalty 2679.323163 = -397779.004219
  nChanged 44
		SP:Iteration 19Q (14248.330000 sec): 3 clusters
  Score: Raw -400480.707070 + Penalty 2679.323163 = -397801.383908
  nChanged 33
		SP:Iteration 20F (14248.490000 sec): 3 clusters
  Score: Raw -400495.146259 + Penalty 2679.323163 = -397815.823096
  nChanged 27
		SP:Iteration 21Q (14248.670000 sec): 3 clusters
  Score: Raw -400505.460049 + Penalty 2679.323163 = -397826.136886
  nChanged 24
		SP:Iteration 22Q (14248.890000 sec): 3 clusters
  Score: Raw -400515.090917 + Penalty 2679.323163 = -397835.767754
  nChanged 26
		SP:Iteration 23Q (14249.070000 sec): 3 clusters
  Score: Raw -400527.832743 + Penalty 2679.323163 = -397848.509580
  nChanged 34
		SP:Iteration 24Q (14249.250000 sec): 3 clusters
  Score: Raw -400539.837866 + Penalty 2679.323163 = -397860.514703
  nChanged 23
		SP:Iteration 25Q (14249.490000 sec): 3 clusters
  Score: Raw -400546.024017 + Penalty 2679.323163 = -397866.700854
  nChanged 12
		SP:Iteration 26Q (14249.650000 sec): 3 clusters
  Score: Raw -400550.493315 + Penalty 2679.323163 = -397871.170152
  nChanged 13
		SP:Iteration 27Q (14249.810000 sec): 3 clusters
  Score: Raw -400556.276582 + Penalty 2679.323163 = -397876.953419
  nChanged 10
		SP:Iteration 28Q (14250.000000 sec): 3 clusters
  Score: Raw -400564.221528 + Penalty 2679.323163 = -397884.898365
  nChanged 15
		SP:Iteration 29Q (14250.160000 sec): 3 clusters
  Score: Raw -400570.376984 + Penalty 2679.323163 = -397891.053821
  nChanged 14
		SP:Iteration 30Q (14250.350000 sec): 3 clusters
  Score: Raw -400574.633292 + Penalty 2679.323163 = -397895.310129
  nChanged 12
		SP:Iteration 31Q (14250.530000 sec): 3 clusters
  Score: Raw -400581.059004 + Penalty 2679.323163 = -397901.735841
  nChanged 13
		SP:Iteration 32Q (14250.710000 sec): 3 clusters
  Score: Raw -400586.908904 + Penalty 2679.323163 = -397907.585741
  nChanged 15
		SP:Iteration 33Q (14250.910000 sec): 3 clusters
  Score: Raw -400594.760623 + Penalty 2679.323163 = -397915.437460
  nChanged 17
		SP:Iteration 34Q (14251.090000 sec): 3 clusters
  Score: Raw -400602.959186 + Penalty 2679.323163 = -397923.636023
  nChanged 16
		SP:Iteration 35Q (14251.230000 sec): 3 clusters
  Score: Raw -400609.220381 + Penalty 2679.323163 = -397929.897218
  nChanged 14
		SP:Iteration 36Q (14251.430000 sec): 3 clusters
  Score: Raw -400614.373071 + Penalty 2679.323163 = -397935.049908
  nChanged 18
		SP:Iteration 37Q (14251.630000 sec): 3 clusters
  Score: Raw -400620.579414 + Penalty 2679.323163 = -397941.256251
  nChanged 13
		SP:Iteration 38Q (14251.790000 sec): 3 clusters
  Score: Raw -400624.508152 + Penalty 2679.323163 = -397945.184989
  nChanged 13
		SP:Iteration 39Q (14251.960000 sec): 3 clusters
  Score: Raw -400629.493602 + Penalty 2679.323163 = -397950.170439
  nChanged 11
		SP:Iteration 40F (14252.110000 sec): 3 clusters
  Score: Raw -400633.728027 + Penalty 2679.323163 = -397954.404864
  nChanged 13
		SP:Iteration 41Q (14252.330000 sec): 3 clusters
  Score: Raw -400638.095978 + Penalty 2679.323163 = -397958.772815
  nChanged 7
		SP:Iteration 42Q (14252.510000 sec): 3 clusters
  Score: Raw -400640.461570 + Penalty 2679.323163 = -397961.138407
  nChanged 12
		SP:Iteration 43Q (14252.670000 sec): 3 clusters
  Score: Raw -400645.556965 + Penalty 2679.323163 = -397966.233802
  nChanged 16
		SP:Iteration 44Q (14252.890000 sec): 3 clusters
  Score: Raw -400653.314908 + Penalty 2679.323163 = -397973.991745
  nChanged 17
		SP:Iteration 45Q (14253.060000 sec): 3 clusters
  Score: Raw -400661.083873 + Penalty 2679.323163 = -397981.760710
  nChanged 18
		SP:Iteration 46Q (14253.240000 sec): 3 clusters
  Score: Raw -400668.474746 + Penalty 2679.323163 = -397989.151583
  nChanged 14
		SP:Iteration 47Q (14253.430000 sec): 3 clusters
  Score: Raw -400673.922024 + Penalty 2679.323163 = -397994.598861
  nChanged 9
		SP:Iteration 48Q (14253.630000 sec): 3 clusters
  Score: Raw -400677.233605 + Penalty 2679.323163 = -397997.910442
  nChanged 12
		SP:Iteration 49Q (14253.820000 sec): 3 clusters
  Score: Raw -400681.873271 + Penalty 2679.323163 = -398002.550108
  nChanged 14
		SP:Iteration 50Q (14253.990000 sec): 3 clusters
  Score: Raw -400686.436128 + Penalty 2679.323163 = -398007.112965
  nChanged 14
		SP:Iteration 51Q (14254.160000 sec): 3 clusters
  Score: Raw -400690.290010 + Penalty 2679.323163 = -398010.966847
  nChanged 10
		SP:Iteration 52Q (14254.360000 sec): 3 clusters
  Score: Raw -400693.306086 + Penalty 2679.323163 = -398013.982923
  nChanged 6
		SP:Iteration 53Q (14254.530000 sec): 3 clusters
  Score: Raw -400695.494506 + Penalty 2679.323163 = -398016.171343
  nChanged 3
		SP:Iteration 54Q (14254.730000 sec): 3 clusters
  Score: Raw -400696.548823 + Penalty 2679.323163 = -398017.225660
  nChanged 4
		SP:Iteration 55Q (14254.870000 sec): 3 clusters
  Score: Raw -400697.575681 + Penalty 2679.323163 = -398018.252519
  nChanged 3
		SP:Iteration 56Q (14255.060000 sec): 3 clusters
  Score: Raw -400698.404730 + Penalty 2679.323163 = -398019.081567
  nChanged 3
		SP:Iteration 57Q (14255.280000 sec): 3 clusters
  Score: Raw -400699.154740 + Penalty 2679.323163 = -398019.831577
  nChanged 3
		SP:Iteration 58Q (14255.460000 sec): 3 clusters
  Score: Raw -400700.149097 + Penalty 2679.323163 = -398020.825934
  nChanged 1
		SP:Iteration 59Q (14255.640000 sec): 3 clusters
  Score: Raw -400700.361196 + Penalty 2679.323163 = -398021.038033
  nChanged 2
		SP:Iteration 60F (14255.820000 sec): 3 clusters
  Score: Raw -400700.850927 + Penalty 2679.323163 = -398021.527764
  nChanged 3
		SP:Iteration 61Q (14255.980000 sec): 3 clusters
  Score: Raw -400701.445629 + Penalty 2679.323163 = -398022.122466
  nChanged 1
		SP:Iteration 62Q (14256.200000 sec): 3 clusters
  Score: Raw -400701.692200 + Penalty 2679.323163 = -398022.369037
  nChanged 1
		SP:Iteration 63Q (14256.360000 sec): 3 clusters
  Score: Raw -400701.873219 + Penalty 2679.323163 = -398022.550056
  nChanged 0
		SP:Iteration 64F (14256.520000 sec): 3 clusters
  Score: Raw -400701.873219 + Penalty 2679.323163 = -398022.550056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (2087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14256.640000 sec): 2 clusters
  Score: Raw -216728.698228 + Penalty 1242.065972 = -215486.632256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14256.820000 sec): 3 clusters
  Score: Raw -215837.933811 + Penalty 2484.131945 = -213353.801866
  nChanged 733
		SP:Iteration 1F (14256.990000 sec): 3 clusters
  Score: Raw -216436.868267 + Penalty 2484.131945 = -213952.736322
  nChanged 221
		SP:Iteration 2F (14257.180000 sec): 3 clusters
  Score: Raw -216738.025777 + Penalty 2484.131945 = -214253.893832
  nChanged 181
		SP:Iteration 3F (14257.360000 sec): 3 clusters
  Score: Raw -216989.936811 + Penalty 2484.131945 = -214505.804866
  nChanged 130
		SP:Iteration 4F (14257.530000 sec): 3 clusters
  Score: Raw -217193.233356 + Penalty 2484.131945 = -214709.101411
  nChanged 103
		SP:Iteration 5Q (14257.710000 sec): 3 clusters
  Score: Raw -217341.876194 + Penalty 2484.131945 = -214857.744249
  nChanged 70
		SP:Iteration 6Q (14257.880000 sec): 3 clusters
  Score: Raw -217406.434316 + Penalty 2484.131945 = -214922.302371
  nChanged 38
		SP:Iteration 7Q (14258.050000 sec): 3 clusters
  Score: Raw -217429.554169 + Penalty 2484.131945 = -214945.422224
  nChanged 23
		SP:Iteration 8Q (14258.250000 sec): 3 clusters
  Score: Raw -217444.313888 + Penalty 2484.131945 = -214960.181943
  nChanged 16
		SP:Iteration 9Q (14258.400000 sec): 3 clusters
  Score: Raw -217458.983127 + Penalty 2484.131945 = -214974.851183
  nChanged 23
		SP:Iteration 10Q (14258.570000 sec): 3 clusters
  Score: Raw -217483.388292 + Penalty 2484.131945 = -214999.256347
  nChanged 29
		SP:Iteration 11Q (14258.790000 sec): 3 clusters
  Score: Raw -217514.597304 + Penalty 2484.131945 = -215030.465360
  nChanged 36
		SP:Iteration 12Q (14258.980000 sec): 3 clusters
  Score: Raw -217564.654000 + Penalty 2484.131945 = -215080.522055
  nChanged 70
		SP:Iteration 13Q (14259.120000 sec): 3 clusters
  Score: Raw -217685.782896 + Penalty 2484.131945 = -215201.650951
  nChanged 86
		SP:Iteration 14Q (14259.290000 sec): 3 clusters
  Score: Raw -217867.872624 + Penalty 2484.131945 = -215383.740679
  nChanged 109
		SP:Iteration 15F (14259.500000 sec): 3 clusters
  Score: Raw -218345.606291 + Penalty 2484.131945 = -215861.474346
  nChanged 119
		SP:Iteration 16F (14259.640000 sec): 3 clusters
  Score: Raw -219384.464140 + Penalty 2484.131945 = -216900.332195
  nChanged 147
		SP:Iteration 17F (14259.790000 sec): 3 clusters
  Score: Raw -220250.416789 + Penalty 2484.131945 = -217766.284844
  nChanged 88
		SP:Iteration 18Q (14259.980000 sec): 3 clusters
  Score: Raw -220854.804456 + Penalty 2484.131945 = -218370.672511
  nChanged 21
		SP:Iteration 19Q (14260.170000 sec): 3 clusters
  Score: Raw -220909.253759 + Penalty 2484.131945 = -218425.121814
  nChanged 12
		SP:Iteration 20F (14260.340000 sec): 3 clusters
  Score: Raw -220925.668209 + Penalty 2484.131945 = -218441.536264
  nChanged 4
		SP:Iteration 21Q (14260.500000 sec): 3 clusters
  Score: Raw -220928.284769 + Penalty 2484.131945 = -218444.152824
  nChanged 1
		SP:Iteration 22Q (14260.700000 sec): 3 clusters
  Score: Raw -220928.762970 + Penalty 2484.131945 = -218444.631025
  nChanged 0
		SP:Iteration 23F (14260.900000 sec): 3 clusters
  Score: Raw -220928.762970 + Penalty 2484.131945 = -218444.631025
  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 9.11 GB.

 Trying to split cluster 64 (20470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14261.090000 sec): 2 clusters
  Score: Raw -2256998.649158 + Penalty 1613.091298 = -2255385.557860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14261.330000 sec): 3 clusters
  Score: Raw -2244601.086907 + Penalty 3226.182596 = -2241374.904312
  nChanged 9336
		SP:Iteration 1F (14261.600000 sec): 3 clusters
  Score: Raw -2249857.531178 + Penalty 3226.182596 = -2246631.348582
  nChanged 1106
		SP:Iteration 2F (14261.840000 sec): 3 clusters
  Score: Raw -2250278.374630 + Penalty 3226.182596 = -2247052.192035
  nChanged 966
		SP:Iteration 3Q (14262.120000 sec): 3 clusters
  Score: Raw -2250671.883420 + Penalty 3226.182596 = -2247445.700825
  nChanged 958
		SP:Iteration 4Q (14262.370000 sec): 3 clusters
  Score: Raw -2251121.567604 + Penalty 3226.182596 = -2247895.385009
  nChanged 1035
		SP:Iteration 5F (14262.640000 sec): 3 clusters
  Score: Raw -2251700.399312 + Penalty 3226.182596 = -2248474.216716
  nChanged 1128
		SP:Iteration 6F (14262.870000 sec): 3 clusters
  Score: Raw -2252380.842479 + Penalty 3226.182596 = -2249154.659883
  nChanged 1144
		SP:Iteration 7F (14263.130000 sec): 3 clusters
  Score: Raw -2253116.367872 + Penalty 3226.182596 = -2249890.185277
  nChanged 1129
		SP:Iteration 8F (14263.440000 sec): 3 clusters
  Score: Raw -2253873.767815 + Penalty 3226.182596 = -2250647.585220
  nChanged 1002
		SP:Iteration 9Q (14263.700000 sec): 3 clusters
  Score: Raw -2254487.364458 + Penalty 3226.182596 = -2251261.181863
  nChanged 806
		SP:Iteration 10Q (14263.930000 sec): 3 clusters
  Score: Raw -2254923.404709 + Penalty 3226.182596 = -2251697.222114
  nChanged 646
		SP:Iteration 11Q (14264.140000 sec): 3 clusters
  Score: Raw -2255220.608602 + Penalty 3226.182596 = -2251994.426006
  nChanged 476
		SP:Iteration 12Q (14264.410000 sec): 3 clusters
  Score: Raw -2255389.752498 + Penalty 3226.182596 = -2252163.569903
  nChanged 324
		SP:Iteration 13Q (14264.660000 sec): 3 clusters
  Score: Raw -2255491.495416 + Penalty 3226.182596 = -2252265.312821
  nChanged 253
		SP:Iteration 14Q (14264.890000 sec): 3 clusters
  Score: Raw -2255558.123745 + Penalty 3226.182596 = -2252331.941150
  nChanged 203
		SP:Iteration 15Q (14265.150000 sec): 3 clusters
  Score: Raw -2255608.150174 + Penalty 3226.182596 = -2252381.967579
  nChanged 183
		SP:Iteration 16Q (14265.390000 sec): 3 clusters
  Score: Raw -2255655.088484 + Penalty 3226.182596 = -2252428.905888
  nChanged 161
		SP:Iteration 17Q (14265.660000 sec): 3 clusters
  Score: Raw -2255691.940360 + Penalty 3226.182596 = -2252465.757764
  nChanged 160
		SP:Iteration 18Q (14265.960000 sec): 3 clusters
  Score: Raw -2255731.131860 + Penalty 3226.182596 = -2252504.949264
  nChanged 151
		SP:Iteration 19Q (14266.230000 sec): 3 clusters
  Score: Raw -2255769.495928 + Penalty 3226.182596 = -2252543.313333
  nChanged 150
		SP:Iteration 20F (14266.460000 sec): 3 clusters
  Score: Raw -2255811.485430 + Penalty 3226.182596 = -2252585.302834
  nChanged 156
		SP:Iteration 21Q (14266.760000 sec): 3 clusters
  Score: Raw -2255858.102748 + Penalty 3226.182596 = -2252631.920153
  nChanged 178
		SP:Iteration 22Q (14267.040000 sec): 3 clusters
  Score: Raw -2255920.037450 + Penalty 3226.182596 = -2252693.854854
  nChanged 187
		SP:Iteration 23Q (14267.330000 sec): 3 clusters
  Score: Raw -2255981.586265 + Penalty 3226.182596 = -2252755.403669
  nChanged 188
		SP:Iteration 24Q (14267.570000 sec): 3 clusters
  Score: Raw -2256047.848210 + Penalty 3226.182596 = -2252821.665615
  nChanged 189
		SP:Iteration 25Q (14267.780000 sec): 3 clusters
  Score: Raw -2256115.011202 + Penalty 3226.182596 = -2252888.828606
  nChanged 179
		SP:Iteration 26Q (14268.010000 sec): 3 clusters
  Score: Raw -2256176.595828 + Penalty 3226.182596 = -2252950.413233
  nChanged 174
		SP:Iteration 27Q (14268.310000 sec): 3 clusters
  Score: Raw -2256241.539400 + Penalty 3226.182596 = -2253015.356804
  nChanged 168
		SP:Iteration 28Q (14268.560000 sec): 3 clusters
  Score: Raw -2256299.393956 + Penalty 3226.182596 = -2253073.211360
  nChanged 152
		SP:Iteration 29Q (14268.800000 sec): 3 clusters
  Score: Raw -2256348.078576 + Penalty 3226.182596 = -2253121.895981
  nChanged 156
		SP:Iteration 30Q (14269.050000 sec): 3 clusters
  Score: Raw -2256402.503501 + Penalty 3226.182596 = -2253176.320905
  nChanged 173
		SP:Iteration 31Q (14269.270000 sec): 3 clusters
  Score: Raw -2256457.914834 + Penalty 3226.182596 = -2253231.732239
  nChanged 163
		SP:Iteration 32Q (14269.540000 sec): 3 clusters
  Score: Raw -2256506.689226 + Penalty 3226.182596 = -2253280.506630
  nChanged 166
		SP:Iteration 33Q (14269.800000 sec): 3 clusters
  Score: Raw -2256559.023780 + Penalty 3226.182596 = -2253332.841184
  nChanged 156
		SP:Iteration 34Q (14270.040000 sec): 3 clusters
  Score: Raw -2256605.601002 + Penalty 3226.182596 = -2253379.418407
  nChanged 129
		SP:Iteration 35Q (14270.270000 sec): 3 clusters
  Score: Raw -2256644.237699 + Penalty 3226.182596 = -2253418.055103
  nChanged 125
		SP:Iteration 36Q (14270.500000 sec): 3 clusters
  Score: Raw -2256677.126354 + Penalty 3226.182596 = -2253450.943758
  nChanged 127
		SP:Iteration 37Q (14270.760000 sec): 3 clusters
  Score: Raw -2256709.686084 + Penalty 3226.182596 = -2253483.503489
  nChanged 120
		SP:Iteration 38Q (14271.020000 sec): 3 clusters
  Score: Raw -2256744.642793 + Penalty 3226.182596 = -2253518.460197
  nChanged 132
		SP:Iteration 39Q (14271.270000 sec): 3 clusters
  Score: Raw -2256784.254476 + Penalty 3226.182596 = -2253558.071880
  nChanged 132
		SP:Iteration 40F (14271.530000 sec): 3 clusters
  Score: Raw -2256821.567623 + Penalty 3226.182596 = -2253595.385027
  nChanged 108
		SP:Iteration 41Q (14271.780000 sec): 3 clusters
  Score: Raw -2256850.155133 + Penalty 3226.182596 = -2253623.972538
  nChanged 100
		SP:Iteration 42Q (14272.100000 sec): 3 clusters
  Score: Raw -2256880.189901 + Penalty 3226.182596 = -2253654.007305
  nChanged 107
		SP:Iteration 43Q (14272.320000 sec): 3 clusters
  Score: Raw -2256907.225349 + Penalty 3226.182596 = -2253681.042754
  nChanged 84
		SP:Iteration 44Q (14272.630000 sec): 3 clusters
  Score: Raw -2256928.549645 + Penalty 3226.182596 = -2253702.367050
  nChanged 88
		SP:Iteration 45Q (14272.900000 sec): 3 clusters
  Score: Raw -2256955.265697 + Penalty 3226.182596 = -2253729.083101
  nChanged 82
		SP:Iteration 46Q (14273.140000 sec): 3 clusters
  Score: Raw -2256982.841906 + Penalty 3226.182596 = -2253756.659310
  nChanged 79
		SP:Iteration 47Q (14273.440000 sec): 3 clusters
  Score: Raw -2257014.808848 + Penalty 3226.182596 = -2253788.626252
  nChanged 89
		SP:Iteration 48Q (14273.730000 sec): 3 clusters
  Score: Raw -2257046.650309 + Penalty 3226.182596 = -2253820.467714
  nChanged 82
		SP:Iteration 49Q (14273.960000 sec): 3 clusters
  Score: Raw -2257073.398203 + Penalty 3226.182596 = -2253847.215607
  nChanged 82
		SP:Iteration 50Q (14274.240000 sec): 3 clusters
  Score: Raw -2257102.799832 + Penalty 3226.182596 = -2253876.617237
  nChanged 88
		SP:Iteration 51Q (14274.560000 sec): 3 clusters
  Score: Raw -2257131.490446 + Penalty 3226.182596 = -2253905.307850
  nChanged 64
		SP:Iteration 52Q (14274.800000 sec): 3 clusters
  Score: Raw -2257148.659271 + Penalty 3226.182596 = -2253922.476675
  nChanged 60
		SP:Iteration 53Q (14275.140000 sec): 3 clusters
  Score: Raw -2257161.806056 + Penalty 3226.182596 = -2253935.623461
  nChanged 46
		SP:Iteration 54Q (14275.380000 sec): 3 clusters
  Score: Raw -2257169.981643 + Penalty 3226.182596 = -2253943.799047
  nChanged 46
		SP:Iteration 55Q (14275.670000 sec): 3 clusters
  Score: Raw -2257178.429076 + Penalty 3226.182596 = -2253952.246480
  nChanged 41
		SP:Iteration 56Q (14276.020000 sec): 3 clusters
  Score: Raw -2257185.337194 + Penalty 3226.182596 = -2253959.154599
  nChanged 39
		SP:Iteration 57Q (14276.310000 sec): 3 clusters
  Score: Raw -2257191.397617 + Penalty 3226.182596 = -2253965.215021
  nChanged 34
		SP:Iteration 58Q (14276.590000 sec): 3 clusters
  Score: Raw -2257197.586235 + Penalty 3226.182596 = -2253971.403639
  nChanged 33
		SP:Iteration 59Q (14276.890000 sec): 3 clusters
  Score: Raw -2257203.289446 + Penalty 3226.182596 = -2253977.106850
  nChanged 23
		SP:Iteration 60F (14277.210000 sec): 3 clusters
  Score: Raw -2257207.187580 + Penalty 3226.182596 = -2253981.004984
  nChanged 17
		SP:Iteration 61Q (14277.480000 sec): 3 clusters
  Score: Raw -2257210.424456 + Penalty 3226.182596 = -2253984.241860
  nChanged 10
		SP:Iteration 62Q (14277.830000 sec): 3 clusters
  Score: Raw -2257211.979617 + Penalty 3226.182596 = -2253985.797021
  nChanged 6
		SP:Iteration 63Q (14278.090000 sec): 3 clusters
  Score: Raw -2257213.088919 + Penalty 3226.182596 = -2253986.906324
  nChanged 9
		SP:Iteration 64Q (14278.430000 sec): 3 clusters
  Score: Raw -2257214.478845 + Penalty 3226.182596 = -2253988.296249
  nChanged 13
		SP:Iteration 65Q (14278.640000 sec): 3 clusters
  Score: Raw -2257215.793259 + Penalty 3226.182596 = -2253989.610663
  nChanged 8
		SP:Iteration 66Q (14278.900000 sec): 3 clusters
  Score: Raw -2257216.986539 + Penalty 3226.182596 = -2253990.803943
  nChanged 8
		SP:Iteration 67Q (14279.150000 sec): 3 clusters
  Score: Raw -2257217.847977 + Penalty 3226.182596 = -2253991.665382
  nChanged 6
		SP:Iteration 68Q (14279.410000 sec): 3 clusters
  Score: Raw -2257218.267532 + Penalty 3226.182596 = -2253992.084937
  nChanged 6
		SP:Iteration 69Q (14279.670000 sec): 3 clusters
  Score: Raw -2257219.320893 + Penalty 3226.182596 = -2253993.138298
  nChanged 6
		SP:Iteration 70Q (14279.950000 sec): 3 clusters
  Score: Raw -2257219.955172 + Penalty 3226.182596 = -2253993.772576
  nChanged 6
		SP:Iteration 71Q (14280.230000 sec): 3 clusters
  Score: Raw -2257220.697060 + Penalty 3226.182596 = -2253994.514465
  nChanged 4
		SP:Iteration 72Q (14280.500000 sec): 3 clusters
  Score: Raw -2257221.118770 + Penalty 3226.182596 = -2253994.936174
  nChanged 4
		SP:Iteration 73Q (14280.800000 sec): 3 clusters
  Score: Raw -2257221.464753 + Penalty 3226.182596 = -2253995.282157
  nChanged 5
		SP:Iteration 74Q (14281.090000 sec): 3 clusters
  Score: Raw -2257222.257636 + Penalty 3226.182596 = -2253996.075041
  nChanged 7
		SP:Iteration 75Q (14281.360000 sec): 3 clusters
  Score: Raw -2257223.475242 + Penalty 3226.182596 = -2253997.292646
  nChanged 11
		SP:Iteration 76Q (14281.640000 sec): 3 clusters
  Score: Raw -2257224.512870 + Penalty 3226.182596 = -2253998.330275
  nChanged 3
		SP:Iteration 77Q (14281.910000 sec): 3 clusters
  Score: Raw -2257224.746639 + Penalty 3226.182596 = -2253998.564044
  nChanged 5
		SP:Iteration 78Q (14282.200000 sec): 3 clusters
  Score: Raw -2257225.086449 + Penalty 3226.182596 = -2253998.903854
  nChanged 3
		SP:Iteration 79Q (14282.500000 sec): 3 clusters
  Score: Raw -2257225.429039 + Penalty 3226.182596 = -2253999.246444
  nChanged 3
		SP:Iteration 80F (14282.800000 sec): 3 clusters
  Score: Raw -2257225.690847 + Penalty 3226.182596 = -2253999.508251
  nChanged 3
		SP:Iteration 81Q (14283.030000 sec): 3 clusters
  Score: Raw -2257225.874215 + Penalty 3226.182596 = -2253999.691619
  nChanged 3
		SP:Iteration 82Q (14283.280000 sec): 3 clusters
  Score: Raw -2257226.243120 + Penalty 3226.182596 = -2254000.060524
  nChanged 4
		SP:Iteration 83Q (14283.520000 sec): 3 clusters
  Score: Raw -2257226.797924 + Penalty 3226.182596 = -2254000.615328
  nChanged 3
		SP:Iteration 84Q (14283.770000 sec): 3 clusters
  Score: Raw -2257227.374256 + Penalty 3226.182596 = -2254001.191661
  nChanged 6
		SP:Iteration 85Q (14284.040000 sec): 3 clusters
  Score: Raw -2257228.401599 + Penalty 3226.182596 = -2254002.219004
  nChanged 6
		SP:Iteration 86Q (14284.300000 sec): 3 clusters
  Score: Raw -2257229.131163 + Penalty 3226.182596 = -2254002.948568
  nChanged 8
		SP:Iteration 87Q (14284.570000 sec): 3 clusters
  Score: Raw -2257230.227260 + Penalty 3226.182596 = -2254004.044665
  nChanged 8
		SP:Iteration 88Q (14284.780000 sec): 3 clusters
  Score: Raw -2257231.129811 + Penalty 3226.182596 = -2254004.947215
  nChanged 10
		SP:Iteration 89Q (14285.070000 sec): 3 clusters
  Score: Raw -2257232.537932 + Penalty 3226.182596 = -2254006.355336
  nChanged 10
		SP:Iteration 90Q (14285.310000 sec): 3 clusters
  Score: Raw -2257233.561923 + Penalty 3226.182596 = -2254007.379327
  nChanged 9
		SP:Iteration 91Q (14285.550000 sec): 3 clusters
  Score: Raw -2257234.876514 + Penalty 3226.182596 = -2254008.693918
  nChanged 11
		SP:Iteration 92Q (14285.850000 sec): 3 clusters
  Score: Raw -2257236.397826 + Penalty 3226.182596 = -2254010.215231
  nChanged 10
		SP:Iteration 93Q (14286.080000 sec): 3 clusters
  Score: Raw -2257237.833472 + Penalty 3226.182596 = -2254011.650876
  nChanged 7
		SP:Iteration 94Q (14286.340000 sec): 3 clusters
  Score: Raw -2257238.820777 + Penalty 3226.182596 = -2254012.638182
  nChanged 4
		SP:Iteration 95Q (14286.580000 sec): 3 clusters
  Score: Raw -2257239.405404 + Penalty 3226.182596 = -2254013.222809
  nChanged 4
		SP:Iteration 96Q (14286.840000 sec): 3 clusters
  Score: Raw -2257239.977748 + Penalty 3226.182596 = -2254013.795152
  nChanged 4
		SP:Iteration 97Q (14287.070000 sec): 3 clusters
  Score: Raw -2257240.847311 + Penalty 3226.182596 = -2254014.664716
  nChanged 3
		SP:Iteration 98Q (14287.310000 sec): 3 clusters
  Score: Raw -2257241.292101 + Penalty 3226.182596 = -2254015.109505
  nChanged 7
		SP:Iteration 99Q (14287.570000 sec): 3 clusters
  Score: Raw -2257241.976707 + Penalty 3226.182596 = -2254015.794111
  nChanged 7
		SP:Iteration 100F (14287.830000 sec): 3 clusters
  Score: Raw -2257242.570844 + Penalty 3226.182596 = -2254016.388249
  nChanged 2
		SP:Iteration 101Q (14288.070000 sec): 3 clusters
  Score: Raw -2257242.697931 + Penalty 3226.182596 = -2254016.515336
  nChanged 3
		SP:Iteration 102Q (14288.330000 sec): 3 clusters
  Score: Raw -2257243.100500 + Penalty 3226.182596 = -2254016.917904
  nChanged 3
		SP:Iteration 103Q (14288.580000 sec): 3 clusters
  Score: Raw -2257243.434634 + Penalty 3226.182596 = -2254017.252038
  nChanged 2
		SP:Iteration 104Q (14288.820000 sec): 3 clusters
  Score: Raw -2257243.634134 + Penalty 3226.182596 = -2254017.451538
  nChanged 1
		SP:Iteration 105Q (14289.110000 sec): 3 clusters
  Score: Raw -2257243.673064 + Penalty 3226.182596 = -2254017.490468
  nChanged 2
		SP:Iteration 106Q (14289.340000 sec): 3 clusters
  Score: Raw -2257244.033049 + Penalty 3226.182596 = -2254017.850453
  nChanged 2
		SP:Iteration 107Q (14289.590000 sec): 3 clusters
  Score: Raw -2257244.335491 + Penalty 3226.182596 = -2254018.152896
  nChanged 7
		SP:Iteration 108Q (14289.840000 sec): 3 clusters
  Score: Raw -2257245.288059 + Penalty 3226.182596 = -2254019.105463
  nChanged 5
		SP:Iteration 109Q (14290.120000 sec): 3 clusters
  Score: Raw -2257245.853458 + Penalty 3226.182596 = -2254019.670862
  nChanged 6
		SP:Iteration 110Q (14290.390000 sec): 3 clusters
  Score: Raw -2257246.924150 + Penalty 3226.182596 = -2254020.741554
  nChanged 5
		SP:Iteration 111Q (14290.660000 sec): 3 clusters
  Score: Raw -2257247.393822 + Penalty 3226.182596 = -2254021.211226
  nChanged 2
		SP:Iteration 112Q (14290.880000 sec): 3 clusters
  Score: Raw -2257247.569971 + Penalty 3226.182596 = -2254021.387376
  nChanged 1
		SP:Iteration 113Q (14291.150000 sec): 3 clusters
  Score: Raw -2257247.694467 + Penalty 3226.182596 = -2254021.511871
  nChanged 1
		SP:Iteration 114Q (14291.440000 sec): 3 clusters
  Score: Raw -2257247.796888 + Penalty 3226.182596 = -2254021.614292
  nChanged 0
		SP:Iteration 115F (14291.680000 sec): 3 clusters
  Score: Raw -2257247.796888 + Penalty 3226.182596 = -2254021.614292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14291.840000 sec): 2 clusters
  Score: Raw -384644.792362 + Penalty 1327.102447 = -383317.689915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14292.030000 sec): 3 clusters
  Score: Raw -382940.884540 + Penalty 2654.204894 = -380286.679646
  nChanged 1365
		SP:Iteration 1F (14292.200000 sec): 3 clusters
  Score: Raw -383727.064398 + Penalty 2654.204894 = -381072.859504
  nChanged 241
		SP:Iteration 2F (14292.340000 sec): 3 clusters
  Score: Raw -383883.482468 + Penalty 2654.204894 = -381229.277574
  nChanged 182
		SP:Iteration 3F (14292.530000 sec): 3 clusters
  Score: Raw -384010.670684 + Penalty 2654.204894 = -381356.465790
  nChanged 154
		SP:Iteration 4Q (14292.730000 sec): 3 clusters
  Score: Raw -384099.531214 + Penalty 2654.204894 = -381445.326320
  nChanged 128
		SP:Iteration 5Q (14292.880000 sec): 3 clusters
  Score: Raw -384161.283360 + Penalty 2654.204894 = -381507.078466
  nChanged 112
		SP:Iteration 6Q (14293.090000 sec): 3 clusters
  Score: Raw -384222.039574 + Penalty 2654.204894 = -381567.834680
  nChanged 115
		SP:Iteration 7Q (14293.280000 sec): 3 clusters
  Score: Raw -384288.213063 + Penalty 2654.204894 = -381634.008169
  nChanged 124
		SP:Iteration 8Q (14293.490000 sec): 3 clusters
  Score: Raw -384357.122650 + Penalty 2654.204894 = -381702.917756
  nChanged 123
		SP:Iteration 9Q (14293.640000 sec): 3 clusters
  Score: Raw -384432.295019 + Penalty 2654.204894 = -381778.090125
  nChanged 121
		SP:Iteration 10Q (14293.830000 sec): 3 clusters
  Score: Raw -384507.244574 + Penalty 2654.204894 = -381853.039680
  nChanged 128
		SP:Iteration 11Q (14294.000000 sec): 3 clusters
  Score: Raw -384591.677173 + Penalty 2654.204894 = -381937.472279
  nChanged 106
		SP:Iteration 12Q (14294.200000 sec): 3 clusters
  Score: Raw -384667.128274 + Penalty 2654.204894 = -382012.923380
  nChanged 76
		SP:Iteration 13Q (14294.360000 sec): 3 clusters
  Score: Raw -384716.678768 + Penalty 2654.204894 = -382062.473874
  nChanged 71
		SP:Iteration 14Q (14294.560000 sec): 3 clusters
  Score: Raw -384770.660204 + Penalty 2654.204894 = -382116.455310
  nChanged 53
		SP:Iteration 15Q (14294.750000 sec): 3 clusters
  Score: Raw -384805.412716 + Penalty 2654.204894 = -382151.207823
  nChanged 44
		SP:Iteration 16Q (14294.900000 sec): 3 clusters
  Score: Raw -384837.879143 + Penalty 2654.204894 = -382183.674249
  nChanged 38
		SP:Iteration 17Q (14295.120000 sec): 3 clusters
  Score: Raw -384863.501775 + Penalty 2654.204894 = -382209.296881
  nChanged 25
		SP:Iteration 18Q (14295.310000 sec): 3 clusters
  Score: Raw -384886.293574 + Penalty 2654.204894 = -382232.088680
  nChanged 28
		SP:Iteration 19Q (14295.480000 sec): 3 clusters
  Score: Raw -384909.068664 + Penalty 2654.204894 = -382254.863770
  nChanged 12
		SP:Iteration 20F (14295.660000 sec): 3 clusters
  Score: Raw -384918.243155 + Penalty 2654.204894 = -382264.038261
  nChanged 7
		SP:Iteration 21Q (14295.820000 sec): 3 clusters
  Score: Raw -384922.851415 + Penalty 2654.204894 = -382268.646521
  nChanged 9
		SP:Iteration 22Q (14296.020000 sec): 3 clusters
  Score: Raw -384929.885018 + Penalty 2654.204894 = -382275.680124
  nChanged 5
		SP:Iteration 23Q (14296.220000 sec): 3 clusters
  Score: Raw -384934.074640 + Penalty 2654.204894 = -382279.869746
  nChanged 4
		SP:Iteration 24Q (14296.420000 sec): 3 clusters
  Score: Raw -384937.190852 + Penalty 2654.204894 = -382282.985958
  nChanged 1
		SP:Iteration 25Q (14296.610000 sec): 3 clusters
  Score: Raw -384937.423317 + Penalty 2654.204894 = -382283.218423
  nChanged 1
		SP:Iteration 26Q (14296.780000 sec): 3 clusters
  Score: Raw -384937.704175 + Penalty 2654.204894 = -382283.499281
  nChanged 0
		SP:Iteration 27F (14296.950000 sec): 3 clusters
  Score: Raw -384937.704175 + Penalty 2654.204894 = -382283.499281
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14297.040000 sec): 2 clusters
  Score: Raw -46386.532527 + Penalty 1003.915919 = -45382.616609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14297.230000 sec): 3 clusters
  Score: Raw -46451.026109 + Penalty 2007.831837 = -44443.194272
  nChanged 127
		SP:Iteration 1F (14297.440000 sec): 3 clusters
  Score: Raw -46701.532481 + Penalty 2007.831837 = -44693.700644
  nChanged 36
		SP:Iteration 2F (14297.600000 sec): 3 clusters
  Score: Raw -46813.578687 + Penalty 2007.831837 = -44805.746850
  nChanged 23
		SP:Iteration 3Q (14297.760000 sec): 3 clusters
  Score: Raw -46883.416566 + Penalty 2007.831837 = -44875.584729
  nChanged 19
		SP:Iteration 4Q (14297.930000 sec): 3 clusters
  Score: Raw -46947.904777 + Penalty 2007.831837 = -44940.072940
  nChanged 14
		SP:Iteration 5Q (14298.100000 sec): 3 clusters
  Score: Raw -46980.049228 + Penalty 2007.831837 = -44972.217391
  nChanged 9
		SP:Iteration 6Q (14298.260000 sec): 3 clusters
  Score: Raw -47004.437323 + Penalty 2007.831837 = -44996.605486
  nChanged 12
		SP:Iteration 7Q (14298.460000 sec): 3 clusters
  Score: Raw -47053.640242 + Penalty 2007.831837 = -45045.808405
  nChanged 15
		SP:Iteration 8Q (14298.620000 sec): 3 clusters
  Score: Raw -47140.689067 + Penalty 2007.831837 = -45132.857230
  nChanged 12
		SP:Iteration 9Q (14298.760000 sec): 3 clusters
  Score: Raw -47214.753978 + Penalty 2007.831837 = -45206.922141
  nChanged 14
		SP:Iteration 10Q (14298.940000 sec): 3 clusters
  Score: Raw -47301.822321 + Penalty 2007.831837 = -45293.990484
  nChanged 14
		SP:Iteration 11Q (14299.100000 sec): 3 clusters
  Score: Raw -47361.760482 + Penalty 2007.831837 = -45353.928645
  nChanged 10
		SP:Iteration 12Q (14299.230000 sec): 3 clusters
  Score: Raw -47422.522806 + Penalty 2007.831837 = -45414.690969
  nChanged 5
		SP:Iteration 13Q (14299.400000 sec): 3 clusters
  Score: Raw -47448.255505 + Penalty 2007.831837 = -45440.423668
  nChanged 1
		SP:Iteration 14Q (14299.580000 sec): 3 clusters
  Score: Raw -47458.681236 + Penalty 2007.831837 = -45450.849399
  nChanged 2
		SP:Iteration 15Q (14299.710000 sec): 3 clusters
  Score: Raw -47464.439983 + Penalty 2007.831837 = -45456.608146
  nChanged 0
		SP:Iteration 16F (14299.840000 sec): 3 clusters
  Score: Raw -47467.218636 + Penalty 2007.831837 = -45459.386799
  nChanged 1
		SP:Iteration 17Q (14300.010000 sec): 3 clusters
  Score: Raw -47472.817084 + Penalty 2007.831837 = -45464.985247
  nChanged 1
		SP:Iteration 18Q (14300.150000 sec): 3 clusters
  Score: Raw -47481.001006 + Penalty 2007.831837 = -45473.169169
  nChanged 2
		SP:Iteration 19Q (14300.310000 sec): 3 clusters
  Score: Raw -47489.033220 + Penalty 2007.831837 = -45481.201383
  nChanged 0
		SP:Iteration 20F (14300.510000 sec): 3 clusters
  Score: Raw -47489.033220 + Penalty 2007.831837 = -45481.201383
  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 9.11 GB.

 Trying to split cluster 67 (6486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14300.600000 sec): 2 clusters
  Score: Raw -717386.441039 + Penalty 1426.327709 = -715960.113330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14300.820000 sec): 3 clusters
  Score: Raw -713898.387926 + Penalty 2852.655418 = -711045.732508
  nChanged 2648
		SP:Iteration 1F (14301.050000 sec): 3 clusters
  Score: Raw -715319.124639 + Penalty 2852.655418 = -712466.469221
  nChanged 448
		SP:Iteration 2F (14301.220000 sec): 3 clusters
  Score: Raw -715513.949203 + Penalty 2852.655418 = -712661.293785
  nChanged 321
		SP:Iteration 3Q (14301.420000 sec): 3 clusters
  Score: Raw -715653.359310 + Penalty 2852.655418 = -712800.703892
  nChanged 270
		SP:Iteration 4Q (14301.640000 sec): 3 clusters
  Score: Raw -715763.130101 + Penalty 2852.655418 = -712910.474682
  nChanged 212
		SP:Iteration 5Q (14301.830000 sec): 3 clusters
  Score: Raw -715840.837894 + Penalty 2852.655418 = -712988.182475
  nChanged 167
		SP:Iteration 6Q (14302.020000 sec): 3 clusters
  Score: Raw -715900.272671 + Penalty 2852.655418 = -713047.617253
  nChanged 166
		SP:Iteration 7Q (14302.240000 sec): 3 clusters
  Score: Raw -715962.365921 + Penalty 2852.655418 = -713109.710503
  nChanged 163
		SP:Iteration 8Q (14302.430000 sec): 3 clusters
  Score: Raw -716022.906606 + Penalty 2852.655418 = -713170.251188
  nChanged 155
		SP:Iteration 9Q (14302.630000 sec): 3 clusters
  Score: Raw -716086.401332 + Penalty 2852.655418 = -713233.745914
  nChanged 160
		SP:Iteration 10Q (14302.840000 sec): 3 clusters
  Score: Raw -716165.408132 + Penalty 2852.655418 = -713312.752714
  nChanged 191
		SP:Iteration 11Q (14303.040000 sec): 3 clusters
  Score: Raw -716265.767852 + Penalty 2852.655418 = -713413.112434
  nChanged 206
		SP:Iteration 12Q (14303.210000 sec): 3 clusters
  Score: Raw -716389.368813 + Penalty 2852.655418 = -713536.713395
  nChanged 219
		SP:Iteration 13Q (14303.380000 sec): 3 clusters
  Score: Raw -716511.614895 + Penalty 2852.655418 = -713658.959477
  nChanged 214
		SP:Iteration 14Q (14303.630000 sec): 3 clusters
  Score: Raw -716655.714668 + Penalty 2852.655418 = -713803.059249
  nChanged 223
		SP:Iteration 15Q (14303.810000 sec): 3 clusters
  Score: Raw -716811.738602 + Penalty 2852.655418 = -713959.083184
  nChanged 225
		SP:Iteration 16Q (14304.000000 sec): 3 clusters
  Score: Raw -716957.725379 + Penalty 2852.655418 = -714105.069961
  nChanged 202
		SP:Iteration 17Q (14304.190000 sec): 3 clusters
  Score: Raw -717077.682525 + Penalty 2852.655418 = -714225.027106
  nChanged 185
		SP:Iteration 18Q (14304.390000 sec): 3 clusters
  Score: Raw -717186.394856 + Penalty 2852.655418 = -714333.739438
  nChanged 171
		SP:Iteration 19Q (14304.600000 sec): 3 clusters
  Score: Raw -717303.229868 + Penalty 2852.655418 = -714450.574450
  nChanged 162
		SP:Iteration 20F (14304.780000 sec): 3 clusters
  Score: Raw -717424.938420 + Penalty 2852.655418 = -714572.283002
  nChanged 174
		SP:Iteration 21Q (14304.980000 sec): 3 clusters
  Score: Raw -717572.038564 + Penalty 2852.655418 = -714719.383146
  nChanged 166
		SP:Iteration 22Q (14305.220000 sec): 3 clusters
  Score: Raw -717736.873546 + Penalty 2852.655418 = -714884.218128
  nChanged 153
		SP:Iteration 23Q (14305.430000 sec): 3 clusters
  Score: Raw -717885.606867 + Penalty 2852.655418 = -715032.951448
  nChanged 135
		SP:Iteration 24Q (14305.630000 sec): 3 clusters
  Score: Raw -718009.891041 + Penalty 2852.655418 = -715157.235623
  nChanged 115
		SP:Iteration 25Q (14305.800000 sec): 3 clusters
  Score: Raw -718108.928677 + Penalty 2852.655418 = -715256.273259
  nChanged 71
		SP:Iteration 26Q (14306.000000 sec): 3 clusters
  Score: Raw -718152.097790 + Penalty 2852.655418 = -715299.442372
  nChanged 56
		SP:Iteration 27Q (14306.220000 sec): 3 clusters
  Score: Raw -718183.467347 + Penalty 2852.655418 = -715330.811929
  nChanged 43
		SP:Iteration 28Q (14306.420000 sec): 3 clusters
  Score: Raw -718200.817681 + Penalty 2852.655418 = -715348.162263
  nChanged 30
		SP:Iteration 29Q (14306.620000 sec): 3 clusters
  Score: Raw -718211.943764 + Penalty 2852.655418 = -715359.288346
  nChanged 26
		SP:Iteration 30Q (14306.820000 sec): 3 clusters
  Score: Raw -718219.177479 + Penalty 2852.655418 = -715366.522061
  nChanged 17
		SP:Iteration 31Q (14307.020000 sec): 3 clusters
  Score: Raw -718222.489254 + Penalty 2852.655418 = -715369.833835
  nChanged 6
		SP:Iteration 32Q (14307.200000 sec): 3 clusters
  Score: Raw -718223.790527 + Penalty 2852.655418 = -715371.135108
  nChanged 7
		SP:Iteration 33Q (14307.380000 sec): 3 clusters
  Score: Raw -718225.329643 + Penalty 2852.655418 = -715372.674224
  nChanged 3
		SP:Iteration 34Q (14307.630000 sec): 3 clusters
  Score: Raw -718225.947296 + Penalty 2852.655418 = -715373.291877
  nChanged 2
		SP:Iteration 35Q (14307.780000 sec): 3 clusters
  Score: Raw -718226.216897 + Penalty 2852.655418 = -715373.561479
  nChanged 0
		SP:Iteration 36F (14307.970000 sec): 3 clusters
  Score: Raw -718226.216897 + Penalty 2852.655418 = -715373.561479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14308.090000 sec): 2 clusters
  Score: Raw -227464.355487 + Penalty 1262.729851 = -226201.625637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14308.270000 sec): 3 clusters
  Score: Raw -226420.113875 + Penalty 2525.459701 = -223894.654174
  nChanged 889
		SP:Iteration 1F (14308.440000 sec): 3 clusters
  Score: Raw -227168.266996 + Penalty 2525.459701 = -224642.807295
  nChanged 254
		SP:Iteration 2F (14308.590000 sec): 3 clusters
  Score: Raw -227472.744566 + Penalty 2525.459701 = -224947.284865
  nChanged 170
		SP:Iteration 3F (14308.790000 sec): 3 clusters
  Score: Raw -227659.549070 + Penalty 2525.459701 = -225134.089369
  nChanged 107
		SP:Iteration 4Q (14308.930000 sec): 3 clusters
  Score: Raw -227757.331248 + Penalty 2525.459701 = -225231.871547
  nChanged 87
		SP:Iteration 5Q (14309.120000 sec): 3 clusters
  Score: Raw -227825.051378 + Penalty 2525.459701 = -225299.591677
  nChanged 56
		SP:Iteration 6Q (14309.320000 sec): 3 clusters
  Score: Raw -227875.624376 + Penalty 2525.459701 = -225350.164675
  nChanged 56
		SP:Iteration 7Q (14309.470000 sec): 3 clusters
  Score: Raw -227912.478641 + Penalty 2525.459701 = -225387.018940
  nChanged 36
		SP:Iteration 8Q (14309.660000 sec): 3 clusters
  Score: Raw -227937.168225 + Penalty 2525.459701 = -225411.708524
  nChanged 30
		SP:Iteration 9Q (14309.880000 sec): 3 clusters
  Score: Raw -227954.642785 + Penalty 2525.459701 = -225429.183084
  nChanged 16
		SP:Iteration 10Q (14310.040000 sec): 3 clusters
  Score: Raw -227962.194275 + Penalty 2525.459701 = -225436.734574
  nChanged 8
		SP:Iteration 11Q (14310.190000 sec): 3 clusters
  Score: Raw -227964.845440 + Penalty 2525.459701 = -225439.385739
  nChanged 7
		SP:Iteration 12Q (14310.360000 sec): 3 clusters
  Score: Raw -227968.245737 + Penalty 2525.459701 = -225442.786035
  nChanged 9
		SP:Iteration 13Q (14310.540000 sec): 3 clusters
  Score: Raw -227971.948219 + Penalty 2525.459701 = -225446.488518
  nChanged 4
		SP:Iteration 14Q (14310.720000 sec): 3 clusters
  Score: Raw -227974.223274 + Penalty 2525.459701 = -225448.763573
  nChanged 3
		SP:Iteration 15Q (14310.900000 sec): 3 clusters
  Score: Raw -227975.998094 + Penalty 2525.459701 = -225450.538393
  nChanged 8
		SP:Iteration 16Q (14311.100000 sec): 3 clusters
  Score: Raw -227980.763686 + Penalty 2525.459701 = -225455.303985
  nChanged 7
		SP:Iteration 17Q (14311.260000 sec): 3 clusters
  Score: Raw -227984.000211 + Penalty 2525.459701 = -225458.540510
  nChanged 4
		SP:Iteration 18Q (14311.470000 sec): 3 clusters
  Score: Raw -227985.526813 + Penalty 2525.459701 = -225460.067112
  nChanged 5
		SP:Iteration 19Q (14311.670000 sec): 3 clusters
  Score: Raw -227989.255870 + Penalty 2525.459701 = -225463.796169
  nChanged 2
		SP:Iteration 20F (14311.860000 sec): 3 clusters
  Score: Raw -227991.561266 + Penalty 2525.459701 = -225466.101565
  nChanged 3
		SP:Iteration 21Q (14312.030000 sec): 3 clusters
  Score: Raw -227992.316844 + Penalty 2525.459701 = -225466.857143
  nChanged 2
		SP:Iteration 22Q (14312.230000 sec): 3 clusters
  Score: Raw -227992.813194 + Penalty 2525.459701 = -225467.353493
  nChanged 2
		SP:Iteration 23Q (14312.420000 sec): 3 clusters
  Score: Raw -227993.795342 + Penalty 2525.459701 = -225468.335641
  nChanged 0
		SP:Iteration 24F (14312.570000 sec): 3 clusters
  Score: Raw -227993.795342 + Penalty 2525.459701 = -225468.335641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14312.640000 sec): 2 clusters
  Score: Raw -24189.876228 + Penalty 892.622485 = -23297.253744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14312.810000 sec): 3 clusters
  Score: Raw -24377.176260 + Penalty 1785.244969 = -22591.931291
  nChanged 32
		SP:Iteration 1F (14313.000000 sec): 3 clusters
  Score: Raw -24468.611370 + Penalty 1785.244969 = -22683.366401
  nChanged 11
		SP:Iteration 2Q (14313.160000 sec): 3 clusters
  Score: Raw -24502.506597 + Penalty 1785.244969 = -22717.261628
  nChanged 7
		SP:Iteration 3Q (14313.360000 sec): 3 clusters
  Score: Raw -24518.642409 + Penalty 1785.244969 = -22733.397440
  nChanged 2
		SP:Iteration 4Q (14313.560000 sec): 3 clusters
  Score: Raw -24522.311619 + Penalty 1785.244969 = -22737.066650
  nChanged 1
		SP:Iteration 5Q (14313.720000 sec): 3 clusters
  Score: Raw -24525.511376 + Penalty 1785.244969 = -22740.266406
  nChanged 1
		SP:Iteration 6Q (14313.910000 sec): 3 clusters
  Score: Raw -24527.602688 + Penalty 1785.244969 = -22742.357719
  nChanged 2
		SP:Iteration 7Q (14314.080000 sec): 3 clusters
  Score: Raw -24532.905992 + Penalty 1785.244969 = -22747.661023
  nChanged 1
		SP:Iteration 8Q (14314.240000 sec): 3 clusters
  Score: Raw -24534.576365 + Penalty 1785.244969 = -22749.331396
  nChanged 2
		SP:Iteration 9Q (14314.400000 sec): 3 clusters
  Score: Raw -24539.205523 + Penalty 1785.244969 = -22753.960554
  nChanged 1
		SP:Iteration 10Q (14314.560000 sec): 3 clusters
  Score: Raw -24541.291480 + Penalty 1785.244969 = -22756.046511
  nChanged 0
		SP:Iteration 11F (14314.700000 sec): 3 clusters
  Score: Raw -24541.291480 + Penalty 1785.244969 = -22756.046511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14314.800000 sec): 2 clusters
  Score: Raw -271858.536087 + Penalty 1269.971148 = -270588.564940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14315.010000 sec): 3 clusters
  Score: Raw -270722.566778 + Penalty 2539.942295 = -268182.624483
  nChanged 881
		SP:Iteration 1F (14315.160000 sec): 3 clusters
  Score: Raw -271246.632557 + Penalty 2539.942295 = -268706.690262
  nChanged 202
		SP:Iteration 2F (14315.290000 sec): 3 clusters
  Score: Raw -271383.183179 + Penalty 2539.942295 = -268843.240884
  nChanged 112
		SP:Iteration 3Q (14315.500000 sec): 3 clusters
  Score: Raw -271462.296798 + Penalty 2539.942295 = -268922.354503
  nChanged 96
		SP:Iteration 4Q (14315.660000 sec): 3 clusters
  Score: Raw -271535.048893 + Penalty 2539.942295 = -268995.106597
  nChanged 72
		SP:Iteration 5Q (14315.820000 sec): 3 clusters
  Score: Raw -271575.063084 + Penalty 2539.942295 = -269035.120789
  nChanged 56
		SP:Iteration 6Q (14316.030000 sec): 3 clusters
  Score: Raw -271614.379652 + Penalty 2539.942295 = -269074.437356
  nChanged 58
		SP:Iteration 7Q (14316.170000 sec): 3 clusters
  Score: Raw -271648.978580 + Penalty 2539.942295 = -269109.036285
  nChanged 54
		SP:Iteration 8Q (14316.360000 sec): 3 clusters
  Score: Raw -271687.290565 + Penalty 2539.942295 = -269147.348270
  nChanged 51
		SP:Iteration 9Q (14316.550000 sec): 3 clusters
  Score: Raw -271716.311717 + Penalty 2539.942295 = -269176.369422
  nChanged 60
		SP:Iteration 10Q (14316.700000 sec): 3 clusters
  Score: Raw -271747.575300 + Penalty 2539.942295 = -269207.633005
  nChanged 45
		SP:Iteration 11Q (14316.860000 sec): 3 clusters
  Score: Raw -271774.306727 + Penalty 2539.942295 = -269234.364432
  nChanged 43
		SP:Iteration 12Q (14317.030000 sec): 3 clusters
  Score: Raw -271805.490096 + Penalty 2539.942295 = -269265.547801
  nChanged 55
		SP:Iteration 13Q (14317.180000 sec): 3 clusters
  Score: Raw -271839.655582 + Penalty 2539.942295 = -269299.713287
  nChanged 59
		SP:Iteration 14Q (14317.320000 sec): 3 clusters
  Score: Raw -271873.943140 + Penalty 2539.942295 = -269334.000845
  nChanged 43
		SP:Iteration 15Q (14317.510000 sec): 3 clusters
  Score: Raw -271899.653052 + Penalty 2539.942295 = -269359.710757
  nChanged 50
		SP:Iteration 16Q (14317.700000 sec): 3 clusters
  Score: Raw -271928.426850 + Penalty 2539.942295 = -269388.484555
  nChanged 41
		SP:Iteration 17Q (14317.900000 sec): 3 clusters
  Score: Raw -271953.203874 + Penalty 2539.942295 = -269413.261579
  nChanged 42
		SP:Iteration 18Q (14318.080000 sec): 3 clusters
  Score: Raw -271981.366858 + Penalty 2539.942295 = -269441.424563
  nChanged 35
		SP:Iteration 19Q (14318.250000 sec): 3 clusters
  Score: Raw -271999.419985 + Penalty 2539.942295 = -269459.477690
  nChanged 28
		SP:Iteration 20F (14318.420000 sec): 3 clusters
  Score: Raw -272016.620653 + Penalty 2539.942295 = -269476.678358
  nChanged 27
		SP:Iteration 21Q (14318.590000 sec): 3 clusters
  Score: Raw -272032.651035 + Penalty 2539.942295 = -269492.708740
  nChanged 20
		SP:Iteration 22Q (14318.760000 sec): 3 clusters
  Score: Raw -272042.706445 + Penalty 2539.942295 = -269502.764150
  nChanged 18
		SP:Iteration 23Q (14318.950000 sec): 3 clusters
  Score: Raw -272052.831069 + Penalty 2539.942295 = -269512.888773
  nChanged 10
		SP:Iteration 24Q (14319.140000 sec): 3 clusters
  Score: Raw -272058.500629 + Penalty 2539.942295 = -269518.558334
  nChanged 10
		SP:Iteration 25Q (14319.330000 sec): 3 clusters
  Score: Raw -272062.676965 + Penalty 2539.942295 = -269522.734670
  nChanged 11
		SP:Iteration 26Q (14319.480000 sec): 3 clusters
  Score: Raw -272068.238306 + Penalty 2539.942295 = -269528.296011
  nChanged 14
		SP:Iteration 27Q (14319.630000 sec): 3 clusters
  Score: Raw -272075.374801 + Penalty 2539.942295 = -269535.432506
  nChanged 14
		SP:Iteration 28Q (14319.810000 sec): 3 clusters
  Score: Raw -272082.897567 + Penalty 2539.942295 = -269542.955272
  nChanged 14
		SP:Iteration 29Q (14320.000000 sec): 3 clusters
  Score: Raw -272090.719266 + Penalty 2539.942295 = -269550.776971
  nChanged 16
		SP:Iteration 30Q (14320.180000 sec): 3 clusters
  Score: Raw -272098.559764 + Penalty 2539.942295 = -269558.617468
  nChanged 15
		SP:Iteration 31Q (14320.360000 sec): 3 clusters
  Score: Raw -272107.861258 + Penalty 2539.942295 = -269567.918963
  nChanged 18
		SP:Iteration 32Q (14320.560000 sec): 3 clusters
  Score: Raw -272117.170831 + Penalty 2539.942295 = -269577.228536
  nChanged 14
		SP:Iteration 33Q (14320.700000 sec): 3 clusters
  Score: Raw -272123.792420 + Penalty 2539.942295 = -269583.850125
  nChanged 13
		SP:Iteration 34Q (14320.870000 sec): 3 clusters
  Score: Raw -272129.632863 + Penalty 2539.942295 = -269589.690568
  nChanged 12
		SP:Iteration 35Q (14321.070000 sec): 3 clusters
  Score: Raw -272137.681498 + Penalty 2539.942295 = -269597.739203
  nChanged 15
		SP:Iteration 36Q (14321.290000 sec): 3 clusters
  Score: Raw -272146.289563 + Penalty 2539.942295 = -269606.347268
  nChanged 16
		SP:Iteration 37Q (14321.430000 sec): 3 clusters
  Score: Raw -272154.524947 + Penalty 2539.942295 = -269614.582652
  nChanged 13
		SP:Iteration 38Q (14321.600000 sec): 3 clusters
  Score: Raw -272164.921436 + Penalty 2539.942295 = -269624.979141
  nChanged 12
		SP:Iteration 39Q (14321.770000 sec): 3 clusters
  Score: Raw -272172.114009 + Penalty 2539.942295 = -269632.171714
  nChanged 12
		SP:Iteration 40F (14321.920000 sec): 3 clusters
  Score: Raw -272178.289328 + Penalty 2539.942295 = -269638.347033
  nChanged 11
		SP:Iteration 41Q (14322.110000 sec): 3 clusters
  Score: Raw -272187.442262 + Penalty 2539.942295 = -269647.499967
  nChanged 12
		SP:Iteration 42Q (14322.280000 sec): 3 clusters
  Score: Raw -272193.833101 + Penalty 2539.942295 = -269653.890806
  nChanged 5
		SP:Iteration 43Q (14322.450000 sec): 3 clusters
  Score: Raw -272195.462798 + Penalty 2539.942295 = -269655.520503
  nChanged 3
		SP:Iteration 44Q (14322.640000 sec): 3 clusters
  Score: Raw -272197.383835 + Penalty 2539.942295 = -269657.441540
  nChanged 4
		SP:Iteration 45Q (14322.800000 sec): 3 clusters
  Score: Raw -272198.975759 + Penalty 2539.942295 = -269659.033464
  nChanged 1
		SP:Iteration 46Q (14322.950000 sec): 3 clusters
  Score: Raw -272199.255353 + Penalty 2539.942295 = -269659.313058
  nChanged 2
		SP:Iteration 47Q (14323.130000 sec): 3 clusters
  Score: Raw -272199.685147 + Penalty 2539.942295 = -269659.742852
  nChanged 1
		SP:Iteration 48Q (14323.290000 sec): 3 clusters
  Score: Raw -272200.049838 + Penalty 2539.942295 = -269660.107542
  nChanged 2
		SP:Iteration 49Q (14323.460000 sec): 3 clusters
  Score: Raw -272200.979890 + Penalty 2539.942295 = -269661.037595
  nChanged 2
		SP:Iteration 50Q (14323.650000 sec): 3 clusters
  Score: Raw -272201.388967 + Penalty 2539.942295 = -269661.446672
  nChanged 1
		SP:Iteration 51Q (14323.880000 sec): 3 clusters
  Score: Raw -272201.642217 + Penalty 2539.942295 = -269661.699922
  nChanged 1
		SP:Iteration 52Q (14324.050000 sec): 3 clusters
  Score: Raw -272202.031177 + Penalty 2539.942295 = -269662.088882
  nChanged 2
		SP:Iteration 53Q (14324.200000 sec): 3 clusters
  Score: Raw -272202.475692 + Penalty 2539.942295 = -269662.533397
  nChanged 1
		SP:Iteration 54Q (14324.430000 sec): 3 clusters
  Score: Raw -272202.990849 + Penalty 2539.942295 = -269663.048554
  nChanged 2
		SP:Iteration 55Q (14324.620000 sec): 3 clusters
  Score: Raw -272203.468614 + Penalty 2539.942295 = -269663.526319
  nChanged 0
		SP:Iteration 56F (14324.770000 sec): 3 clusters
  Score: Raw -272203.468614 + Penalty 2539.942295 = -269663.526319
  nChanged 0
Iteration 139Q (14446.900000 sec): 77 clusters
  Score: Raw -134091446.952751 + Penalty 173455.400633 = -133917991.552118
  nChanged 3212
Iteration 140F (14619.260000 sec): 77 clusters
  Score: Raw -134093217.394015 + Penalty 173455.400633 = -133919761.993383
  nChanged 3730
Iteration 141Q (14753.880000 sec): 77 clusters
  Score: Raw -134094463.501389 + Penalty 173455.400633 = -133921008.100756
  nChanged 3324
Iteration 142Q (14877.260000 sec): 77 clusters
  Score: Raw -134095208.977978 + Penalty 173455.400633 = -133921753.577345
  nChanged 3003
Iteration 143Q (15010.310000 sec): 77 clusters
  Score: Raw -134095671.002541 + Penalty 173455.400633 = -133922215.601909
  nChanged 2810
Iteration 144Q (15146.200000 sec): 77 clusters
  Score: Raw -134096003.528512 + Penalty 173455.400633 = -133922548.127880
  nChanged 2589
Iteration 145Q (15291.140000 sec): 77 clusters
  Score: Raw -134096261.180143 + Penalty 173455.400633 = -133922805.779510
  nChanged 2358
Iteration 146Q (15435.530000 sec): 77 clusters
  Score: Raw -134096453.133380 + Penalty 173455.400633 = -133922997.732747
  nChanged 2158
Iteration 147Q (15555.700000 sec): 77 clusters
  Score: Raw -134096608.928765 + Penalty 173455.400633 = -133923153.528132
  nChanged 2003
Iteration 148Q (15679.440000 sec): 77 clusters
  Score: Raw -134096739.930767 + Penalty 173455.400633 = -133923284.530135
  nChanged 1932
Iteration 149Q (15807.460000 sec): 77 clusters
  Score: Raw -134096848.940098 + Penalty 173455.400633 = -133923393.539465
  nChanged 1761
Iteration 150Q (15935.920000 sec): 77 clusters
  Score: Raw -134096936.261230 + Penalty 173455.400633 = -133923480.860598
  nChanged 1650
Iteration 151Q (16067.770000 sec): 77 clusters
  Score: Raw -134097012.803683 + Penalty 173455.400633 = -133923557.403051
  nChanged 1518
Iteration 152Q (16198.930000 sec): 77 clusters
  Score: Raw -134097084.255799 + Penalty 173455.400633 = -133923628.855166
  nChanged 1476
Iteration 153Q (16334.190000 sec): 77 clusters
  Score: Raw -134097150.480481 + Penalty 173455.400633 = -133923695.079849
  nChanged 1440
Iteration 154Q (16468.630000 sec): 77 clusters
  Score: Raw -134097212.584373 + Penalty 173455.400633 = -133923757.183741
  nChanged 1391
Iteration 155Q (16608.370000 sec): 77 clusters
  Score: Raw -134097269.055387 + Penalty 173455.400633 = -133923813.654755
  nChanged 1340
Iteration 156Q (16743.720000 sec): 77 clusters
  Score: Raw -134097321.002739 + Penalty 173455.400633 = -133923865.602106
  nChanged 1270
Iteration 157Q (16892.030000 sec): 77 clusters
  Score: Raw -134097367.743048 + Penalty 173455.400633 = -133923912.342415
  nChanged 1222
Iteration 158Q (17046.630000 sec): 77 clusters
  Score: Raw -134097411.385018 + Penalty 173455.400633 = -133923955.984386
  nChanged 1171
Iteration 159Q (17199.110000 sec): 77 clusters
  Score: Raw -134097451.222033 + Penalty 173455.400633 = -133923995.821401
  nChanged 1174
Iteration 160F (17416.170000 sec): 77 clusters
  Score: Raw -134097548.114680 + Penalty 173455.400633 = -133924092.714048
  nChanged 1160
Iteration 161Q (17567.820000 sec): 77 clusters
  Score: Raw -134097695.448198 + Penalty 173455.400633 = -133924240.047565
  nChanged 1140
Iteration 162Q (17717.560000 sec): 77 clusters
  Score: Raw -134097746.926597 + Penalty 173455.400633 = -133924291.525964
  nChanged 1119
Iteration 163Q (17869.710000 sec): 77 clusters
  Score: Raw -134097791.150190 + Penalty 173455.400633 = -133924335.749557
  nChanged 1125
Iteration 164Q (18015.290000 sec): 77 clusters
  Score: Raw -134097838.703630 + Penalty 173455.400633 = -133924383.302998
  nChanged 1139
Iteration 165Q (18146.390000 sec): 77 clusters
  Score: Raw -134097885.085971 + Penalty 173455.400633 = -133924429.685338
  nChanged 1041
Iteration 166Q (18276.390000 sec): 77 clusters
  Score: Raw -134097927.866949 + Penalty 173455.400633 = -133924472.466317
  nChanged 979
Iteration 167Q (18395.410000 sec): 77 clusters
  Score: Raw -134097963.981986 + Penalty 173455.400633 = -133924508.581353
  nChanged 934
Iteration 168Q (18518.590000 sec): 77 clusters
  Score: Raw -134097996.729086 + Penalty 173455.400633 = -133924541.328453
  nChanged 868
Iteration 169Q (18643.250000 sec): 77 clusters
  Score: Raw -134098024.169902 + Penalty 173455.400633 = -133924568.769269
  nChanged 880
Iteration 170Q (18762.980000 sec): 77 clusters
  Score: Raw -134098050.914350 + Penalty 173455.400633 = -133924595.513717
  nChanged 868
Iteration 171Q (18884.010000 sec): 77 clusters
  Score: Raw -134098078.250101 + Penalty 173455.400633 = -133924622.849468
  nChanged 871
Iteration 172Q (19000.210000 sec): 77 clusters
  Score: Raw -134098106.931659 + Penalty 173455.400633 = -133924651.531027
  nChanged 848
Iteration 173Q (19124.520000 sec): 77 clusters
  Score: Raw -134098135.124953 + Penalty 173455.400633 = -133924679.724320
  nChanged 840
Iteration 174Q (19257.120000 sec): 77 clusters
  Score: Raw -134098166.217031 + Penalty 173455.400633 = -133924710.816398
  nChanged 782
Iteration 175Q (19399.760000 sec): 77 clusters
  Score: Raw -134098191.850989 + Penalty 173455.400633 = -133924736.450357
  nChanged 770
Iteration 176Q (19521.230000 sec): 77 clusters
  Score: Raw -134098218.828460 + Penalty 173455.400633 = -133924763.427827
  nChanged 798
Iteration 177Q (19642.300000 sec): 77 clusters
  Score: Raw -134098248.402876 + Penalty 173455.400633 = -133924793.002243
  nChanged 779
Iteration 178Q (19768.230000 sec): 77 clusters
  Score: Raw -134098275.819791 + Penalty 173455.400633 = -133924820.419159
  nChanged 751
Writing temp clu file 
Because OldScore, -133924793.002243, is greater than current (better) Score,-133924820.419159 
 Compute initial score before splitting:   Score: Raw -134098275.819791 + Penalty 173455.400633 = -133924820.419159
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19768.640000 sec): 2 clusters
  Score: Raw -873379.068078 + Penalty 1460.216231 = -871918.851846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19768.890000 sec): 3 clusters
  Score: Raw -868981.478993 + Penalty 2920.432463 = -866061.046531
  nChanged 3360
		SP:Iteration 1F (19769.120000 sec): 3 clusters
  Score: Raw -870847.868279 + Penalty 2920.432463 = -867927.435816
  nChanged 483
		SP:Iteration 2F (19769.330000 sec): 3 clusters
  Score: Raw -871046.628939 + Penalty 2920.432463 = -868126.196477
  nChanged 358
		SP:Iteration 3Q (19769.530000 sec): 3 clusters
  Score: Raw -871189.944775 + Penalty 2920.432463 = -868269.512313
  nChanged 315
		SP:Iteration 4Q (19769.730000 sec): 3 clusters
  Score: Raw -871325.675810 + Penalty 2920.432463 = -868405.243347
  nChanged 298
		SP:Iteration 5Q (19769.950000 sec): 3 clusters
  Score: Raw -871450.262665 + Penalty 2920.432463 = -868529.830202
  nChanged 260
		SP:Iteration 6Q (19770.160000 sec): 3 clusters
  Score: Raw -871569.354233 + Penalty 2920.432463 = -868648.921770
  nChanged 257
		SP:Iteration 7Q (19770.350000 sec): 3 clusters
  Score: Raw -871692.106527 + Penalty 2920.432463 = -868771.674064
  nChanged 244
		SP:Iteration 8Q (19770.600000 sec): 3 clusters
  Score: Raw -871839.818978 + Penalty 2920.432463 = -868919.386515
  nChanged 296
		SP:Iteration 9Q (19770.820000 sec): 3 clusters
  Score: Raw -872052.654912 + Penalty 2920.432463 = -869132.222449
  nChanged 321
		SP:Iteration 10Q (19771.070000 sec): 3 clusters
  Score: Raw -872331.631311 + Penalty 2920.432463 = -869411.198848
  nChanged 347
		SP:Iteration 11Q (19771.260000 sec): 3 clusters
  Score: Raw -872684.558677 + Penalty 2920.432463 = -869764.126215
  nChanged 359
		SP:Iteration 12Q (19771.530000 sec): 3 clusters
  Score: Raw -873075.243045 + Penalty 2920.432463 = -870154.810582
  nChanged 353
		SP:Iteration 13Q (19771.690000 sec): 3 clusters
  Score: Raw -873406.425577 + Penalty 2920.432463 = -870485.993114
  nChanged 319
		SP:Iteration 14Q (19771.960000 sec): 3 clusters
  Score: Raw -873663.903340 + Penalty 2920.432463 = -870743.470877
  nChanged 219
		SP:Iteration 15Q (19772.200000 sec): 3 clusters
  Score: Raw -873818.771245 + Penalty 2920.432463 = -870898.338782
  nChanged 190
		SP:Iteration 16Q (19772.470000 sec): 3 clusters
  Score: Raw -873944.203766 + Penalty 2920.432463 = -871023.771304
  nChanged 137
		SP:Iteration 17Q (19772.710000 sec): 3 clusters
  Score: Raw -874013.985944 + Penalty 2920.432463 = -871093.553481
  nChanged 98
		SP:Iteration 18Q (19772.970000 sec): 3 clusters
  Score: Raw -874064.658859 + Penalty 2920.432463 = -871144.226396
  nChanged 85
		SP:Iteration 19Q (19773.130000 sec): 3 clusters
  Score: Raw -874096.611621 + Penalty 2920.432463 = -871176.179158
  nChanged 53
		SP:Iteration 20F (19773.330000 sec): 3 clusters
  Score: Raw -874110.802136 + Penalty 2920.432463 = -871190.369673
  nChanged 38
		SP:Iteration 21Q (19773.590000 sec): 3 clusters
  Score: Raw -874118.959798 + Penalty 2920.432463 = -871198.527335
  nChanged 23
		SP:Iteration 22Q (19773.800000 sec): 3 clusters
  Score: Raw -874124.166075 + Penalty 2920.432463 = -871203.733613
  nChanged 25
		SP:Iteration 23Q (19773.990000 sec): 3 clusters
  Score: Raw -874131.748361 + Penalty 2920.432463 = -871211.315898
  nChanged 31
		SP:Iteration 24Q (19774.240000 sec): 3 clusters
  Score: Raw -874140.803053 + Penalty 2920.432463 = -871220.370591
  nChanged 27
		SP:Iteration 25Q (19774.400000 sec): 3 clusters
  Score: Raw -874145.620875 + Penalty 2920.432463 = -871225.188412
  nChanged 17
		SP:Iteration 26Q (19774.600000 sec): 3 clusters
  Score: Raw -874148.603357 + Penalty 2920.432463 = -871228.170894
  nChanged 10
		SP:Iteration 27Q (19774.800000 sec): 3 clusters
  Score: Raw -874150.849631 + Penalty 2920.432463 = -871230.417168
  nChanged 13
		SP:Iteration 28Q (19774.990000 sec): 3 clusters
  Score: Raw -874153.727659 + Penalty 2920.432463 = -871233.295196
  nChanged 14
		SP:Iteration 29Q (19775.180000 sec): 3 clusters
  Score: Raw -874156.798467 + Penalty 2920.432463 = -871236.366004
  nChanged 8
		SP:Iteration 30Q (19775.410000 sec): 3 clusters
  Score: Raw -874158.111595 + Penalty 2920.432463 = -871237.679133
  nChanged 9
		SP:Iteration 31Q (19775.590000 sec): 3 clusters
  Score: Raw -874159.025261 + Penalty 2920.432463 = -871238.592799
  nChanged 6
		SP:Iteration 32Q (19775.800000 sec): 3 clusters
  Score: Raw -874160.169004 + Penalty 2920.432463 = -871239.736542
  nChanged 6
		SP:Iteration 33Q (19775.980000 sec): 3 clusters
  Score: Raw -874160.847880 + Penalty 2920.432463 = -871240.415418
  nChanged 6
		SP:Iteration 34Q (19776.190000 sec): 3 clusters
  Score: Raw -874161.740345 + Penalty 2920.432463 = -871241.307882
  nChanged 6
		SP:Iteration 35Q (19776.430000 sec): 3 clusters
  Score: Raw -874162.894445 + Penalty 2920.432463 = -871242.461983
  nChanged 13
		SP:Iteration 36Q (19776.610000 sec): 3 clusters
  Score: Raw -874164.702575 + Penalty 2920.432463 = -871244.270112
  nChanged 14
		SP:Iteration 37Q (19776.870000 sec): 3 clusters
  Score: Raw -874166.708779 + Penalty 2920.432463 = -871246.276316
  nChanged 10
		SP:Iteration 38Q (19777.070000 sec): 3 clusters
  Score: Raw -874167.816072 + Penalty 2920.432463 = -871247.383609
  nChanged 8
		SP:Iteration 39Q (19777.250000 sec): 3 clusters
  Score: Raw -874168.969048 + Penalty 2920.432463 = -871248.536585
  nChanged 10
		SP:Iteration 40F (19777.460000 sec): 3 clusters
  Score: Raw -874170.036104 + Penalty 2920.432463 = -871249.603641
  nChanged 7
		SP:Iteration 41Q (19777.620000 sec): 3 clusters
  Score: Raw -874171.037759 + Penalty 2920.432463 = -871250.605296
  nChanged 7
		SP:Iteration 42Q (19777.840000 sec): 3 clusters
  Score: Raw -874171.618936 + Penalty 2920.432463 = -871251.186473
  nChanged 6
		SP:Iteration 43Q (19778.060000 sec): 3 clusters
  Score: Raw -874172.598477 + Penalty 2920.432463 = -871252.166015
  nChanged 9
		SP:Iteration 44Q (19778.250000 sec): 3 clusters
  Score: Raw -874174.297523 + Penalty 2920.432463 = -871253.865060
  nChanged 5
		SP:Iteration 45Q (19778.490000 sec): 3 clusters
  Score: Raw -874174.775938 + Penalty 2920.432463 = -871254.343475
  nChanged 5
		SP:Iteration 46Q (19778.710000 sec): 3 clusters
  Score: Raw -874175.434175 + Penalty 2920.432463 = -871255.001712
  nChanged 2
		SP:Iteration 47Q (19778.920000 sec): 3 clusters
  Score: Raw -874175.629284 + Penalty 2920.432463 = -871255.196822
  nChanged 2
		SP:Iteration 48Q (19779.120000 sec): 3 clusters
  Score: Raw -874175.761648 + Penalty 2920.432463 = -871255.329185
  nChanged 2
		SP:Iteration 49Q (19779.380000 sec): 3 clusters
  Score: Raw -874176.026744 + Penalty 2920.432463 = -871255.594281
  nChanged 2
		SP:Iteration 50Q (19779.570000 sec): 3 clusters
  Score: Raw -874176.232987 + Penalty 2920.432463 = -871255.800524
  nChanged 3
		SP:Iteration 51Q (19779.760000 sec): 3 clusters
  Score: Raw -874176.451897 + Penalty 2920.432463 = -871256.019435
  nChanged 2
		SP:Iteration 52Q (19780.030000 sec): 3 clusters
  Score: Raw -874176.616988 + Penalty 2920.432463 = -871256.184526
  nChanged 3
		SP:Iteration 53Q (19780.220000 sec): 3 clusters
  Score: Raw -874176.851075 + Penalty 2920.432463 = -871256.418613
  nChanged 5
		SP:Iteration 54Q (19780.460000 sec): 3 clusters
  Score: Raw -874177.319189 + Penalty 2920.432463 = -871256.886726
  nChanged 6
		SP:Iteration 55Q (19780.610000 sec): 3 clusters
  Score: Raw -874177.809622 + Penalty 2920.432463 = -871257.377160
  nChanged 4
		SP:Iteration 56Q (19780.820000 sec): 3 clusters
  Score: Raw -874178.214766 + Penalty 2920.432463 = -871257.782304
  nChanged 5
		SP:Iteration 57Q (19781.000000 sec): 3 clusters
  Score: Raw -874178.706133 + Penalty 2920.432463 = -871258.273670
  nChanged 2
		SP:Iteration 58Q (19781.210000 sec): 3 clusters
  Score: Raw -874178.970068 + Penalty 2920.432463 = -871258.537605
  nChanged 3
		SP:Iteration 59Q (19781.400000 sec): 3 clusters
  Score: Raw -874179.168371 + Penalty 2920.432463 = -871258.735908
  nChanged 2
		SP:Iteration 60F (19781.630000 sec): 3 clusters
  Score: Raw -874179.311913 + Penalty 2920.432463 = -871258.879451
  nChanged 1
		SP:Iteration 61Q (19781.810000 sec): 3 clusters
  Score: Raw -874179.375945 + Penalty 2920.432463 = -871258.943482
  nChanged 0
		SP:Iteration 62F (19782.050000 sec): 3 clusters
  Score: Raw -874179.375945 + Penalty 2920.432463 = -871258.943482
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19782.140000 sec): 2 clusters
  Score: Raw -795249.660434 + Penalty 1448.233124 = -793801.427310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19782.380000 sec): 3 clusters
  Score: Raw -791172.645951 + Penalty 2896.466249 = -788276.179702
  nChanged 3141
		SP:Iteration 1F (19782.580000 sec): 3 clusters
  Score: Raw -792837.131914 + Penalty 2896.466249 = -789940.665665
  nChanged 554
		SP:Iteration 2F (19782.780000 sec): 3 clusters
  Score: Raw -793151.349190 + Penalty 2896.466249 = -790254.882941
  nChanged 475
		SP:Iteration 3F (19782.960000 sec): 3 clusters
  Score: Raw -793447.958900 + Penalty 2896.466249 = -790551.492651
  nChanged 479
		SP:Iteration 4F (19783.190000 sec): 3 clusters
  Score: Raw -793779.231177 + Penalty 2896.466249 = -790882.764929
  nChanged 458
		SP:Iteration 5F (19783.380000 sec): 3 clusters
  Score: Raw -794088.136309 + Penalty 2896.466249 = -791191.670061
  nChanged 436
		SP:Iteration 6F (19783.580000 sec): 3 clusters
  Score: Raw -794369.795035 + Penalty 2896.466249 = -791473.328787
  nChanged 385
		SP:Iteration 7F (19783.790000 sec): 3 clusters
  Score: Raw -794630.279512 + Penalty 2896.466249 = -791733.813264
  nChanged 346
		SP:Iteration 8Q (19784.010000 sec): 3 clusters
  Score: Raw -794839.210082 + Penalty 2896.466249 = -791942.743833
  nChanged 280
		SP:Iteration 9Q (19784.210000 sec): 3 clusters
  Score: Raw -794994.491910 + Penalty 2896.466249 = -792098.025662
  nChanged 234
		SP:Iteration 10Q (19784.450000 sec): 3 clusters
  Score: Raw -795107.180591 + Penalty 2896.466249 = -792210.714343
  nChanged 183
		SP:Iteration 11Q (19784.650000 sec): 3 clusters
  Score: Raw -795195.396029 + Penalty 2896.466249 = -792298.929781
  nChanged 152
		SP:Iteration 12Q (19784.850000 sec): 3 clusters
  Score: Raw -795265.821680 + Penalty 2896.466249 = -792369.355431
  nChanged 139
		SP:Iteration 13Q (19785.050000 sec): 3 clusters
  Score: Raw -795323.563059 + Penalty 2896.466249 = -792427.096810
  nChanged 119
		SP:Iteration 14Q (19785.330000 sec): 3 clusters
  Score: Raw -795362.401500 + Penalty 2896.466249 = -792465.935251
  nChanged 82
		SP:Iteration 15Q (19785.540000 sec): 3 clusters
  Score: Raw -795387.526544 + Penalty 2896.466249 = -792491.060296
  nChanged 61
		SP:Iteration 16Q (19785.760000 sec): 3 clusters
  Score: Raw -795402.449743 + Penalty 2896.466249 = -792505.983494
  nChanged 37
		SP:Iteration 17Q (19785.970000 sec): 3 clusters
  Score: Raw -795409.751952 + Penalty 2896.466249 = -792513.285703
  nChanged 23
		SP:Iteration 18Q (19786.200000 sec): 3 clusters
  Score: Raw -795413.009963 + Penalty 2896.466249 = -792516.543715
  nChanged 11
		SP:Iteration 19Q (19786.400000 sec): 3 clusters
  Score: Raw -795415.273564 + Penalty 2896.466249 = -792518.807316
  nChanged 15
		SP:Iteration 20F (19786.600000 sec): 3 clusters
  Score: Raw -795418.179977 + Penalty 2896.466249 = -792521.713728
  nChanged 15
		SP:Iteration 21Q (19786.790000 sec): 3 clusters
  Score: Raw -795420.828332 + Penalty 2896.466249 = -792524.362084
  nChanged 10
		SP:Iteration 22Q (19786.950000 sec): 3 clusters
  Score: Raw -795422.640464 + Penalty 2896.466249 = -792526.174215
  nChanged 9
		SP:Iteration 23Q (19787.150000 sec): 3 clusters
  Score: Raw -795424.176744 + Penalty 2896.466249 = -792527.710496
  nChanged 8
		SP:Iteration 24Q (19787.300000 sec): 3 clusters
  Score: Raw -795425.520867 + Penalty 2896.466249 = -792529.054618
  nChanged 4
		SP:Iteration 25Q (19787.520000 sec): 3 clusters
  Score: Raw -795426.150389 + Penalty 2896.466249 = -792529.684141
  nChanged 4
		SP:Iteration 26Q (19787.740000 sec): 3 clusters
  Score: Raw -795426.697002 + Penalty 2896.466249 = -792530.230753
  nChanged 1
		SP:Iteration 27Q (19787.950000 sec): 3 clusters
  Score: Raw -795426.865616 + Penalty 2896.466249 = -792530.399368
  nChanged 1
		SP:Iteration 28Q (19788.150000 sec): 3 clusters
  Score: Raw -795427.017183 + Penalty 2896.466249 = -792530.550934
  nChanged 0
		SP:Iteration 29F (19788.340000 sec): 3 clusters
  Score: Raw -795427.017183 + Penalty 2896.466249 = -792530.550934
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19788.440000 sec): 2 clusters
  Score: Raw -455887.423150 + Penalty 1357.098390 = -454530.324760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19788.670000 sec): 3 clusters
  Score: Raw -453781.375526 + Penalty 2714.196780 = -451067.178746
  nChanged 1714
		SP:Iteration 1F (19788.860000 sec): 3 clusters
  Score: Raw -454749.610531 + Penalty 2714.196780 = -452035.413752
  nChanged 325
		SP:Iteration 2F (19789.070000 sec): 3 clusters
  Score: Raw -454967.631017 + Penalty 2714.196780 = -452253.434237
  nChanged 257
		SP:Iteration 3F (19789.220000 sec): 3 clusters
  Score: Raw -455153.849179 + Penalty 2714.196780 = -452439.652399
  nChanged 249
		SP:Iteration 4F (19789.400000 sec): 3 clusters
  Score: Raw -455343.731232 + Penalty 2714.196780 = -452629.534452
  nChanged 228
		SP:Iteration 5F (19789.590000 sec): 3 clusters
  Score: Raw -455526.577447 + Penalty 2714.196780 = -452812.380668
  nChanged 217
		SP:Iteration 6F (19789.780000 sec): 3 clusters
  Score: Raw -455704.480844 + Penalty 2714.196780 = -452990.284065
  nChanged 226
		SP:Iteration 7F (19789.950000 sec): 3 clusters
  Score: Raw -455885.977035 + Penalty 2714.196780 = -453171.780256
  nChanged 177
		SP:Iteration 8Q (19790.190000 sec): 3 clusters
  Score: Raw -456007.422255 + Penalty 2714.196780 = -453293.225475
  nChanged 138
		SP:Iteration 9Q (19790.330000 sec): 3 clusters
  Score: Raw -456082.500851 + Penalty 2714.196780 = -453368.304072
  nChanged 95
		SP:Iteration 10Q (19790.480000 sec): 3 clusters
  Score: Raw -456131.692605 + Penalty 2714.196780 = -453417.495825
  nChanged 70
		SP:Iteration 11Q (19790.650000 sec): 3 clusters
  Score: Raw -456161.961954 + Penalty 2714.196780 = -453447.765174
  nChanged 44
		SP:Iteration 12Q (19790.830000 sec): 3 clusters
  Score: Raw -456183.747874 + Penalty 2714.196780 = -453469.551094
  nChanged 47
		SP:Iteration 13Q (19791.020000 sec): 3 clusters
  Score: Raw -456207.462294 + Penalty 2714.196780 = -453493.265514
  nChanged 39
		SP:Iteration 14Q (19791.190000 sec): 3 clusters
  Score: Raw -456223.075774 + Penalty 2714.196780 = -453508.878994
  nChanged 33
		SP:Iteration 15Q (19791.360000 sec): 3 clusters
  Score: Raw -456235.789167 + Penalty 2714.196780 = -453521.592387
  nChanged 27
		SP:Iteration 16Q (19791.520000 sec): 3 clusters
  Score: Raw -456245.563218 + Penalty 2714.196780 = -453531.366438
  nChanged 28
		SP:Iteration 17Q (19791.700000 sec): 3 clusters
  Score: Raw -456252.140380 + Penalty 2714.196780 = -453537.943600
  nChanged 16
		SP:Iteration 18Q (19791.910000 sec): 3 clusters
  Score: Raw -456256.647656 + Penalty 2714.196780 = -453542.450877
  nChanged 13
		SP:Iteration 19Q (19792.120000 sec): 3 clusters
  Score: Raw -456260.946794 + Penalty 2714.196780 = -453546.750014
  nChanged 11
		SP:Iteration 20F (19792.290000 sec): 3 clusters
  Score: Raw -456263.635087 + Penalty 2714.196780 = -453549.438307
  nChanged 8
		SP:Iteration 21Q (19792.510000 sec): 3 clusters
  Score: Raw -456266.117288 + Penalty 2714.196780 = -453551.920509
  nChanged 8
		SP:Iteration 22Q (19792.700000 sec): 3 clusters
  Score: Raw -456268.015440 + Penalty 2714.196780 = -453553.818661
  nChanged 8
		SP:Iteration 23Q (19792.880000 sec): 3 clusters
  Score: Raw -456270.084911 + Penalty 2714.196780 = -453555.888131
  nChanged 10
		SP:Iteration 24Q (19793.090000 sec): 3 clusters
  Score: Raw -456273.266293 + Penalty 2714.196780 = -453559.069513
  nChanged 12
		SP:Iteration 25Q (19793.290000 sec): 3 clusters
  Score: Raw -456277.155514 + Penalty 2714.196780 = -453562.958735
  nChanged 9
		SP:Iteration 26Q (19793.430000 sec): 3 clusters
  Score: Raw -456279.346909 + Penalty 2714.196780 = -453565.150129
  nChanged 9
		SP:Iteration 27Q (19793.620000 sec): 3 clusters
  Score: Raw -456280.842694 + Penalty 2714.196780 = -453566.645914
  nChanged 3
		SP:Iteration 28Q (19793.830000 sec): 3 clusters
  Score: Raw -456281.577181 + Penalty 2714.196780 = -453567.380401
  nChanged 6
		SP:Iteration 29Q (19794.040000 sec): 3 clusters
  Score: Raw -456282.965401 + Penalty 2714.196780 = -453568.768621
  nChanged 4
		SP:Iteration 30Q (19794.190000 sec): 3 clusters
  Score: Raw -456283.616800 + Penalty 2714.196780 = -453569.420020
  nChanged 2
		SP:Iteration 31Q (19794.400000 sec): 3 clusters
  Score: Raw -456284.063104 + Penalty 2714.196780 = -453569.866324
  nChanged 2
		SP:Iteration 32Q (19794.580000 sec): 3 clusters
  Score: Raw -456284.519465 + Penalty 2714.196780 = -453570.322685
  nChanged 3
		SP:Iteration 33Q (19794.800000 sec): 3 clusters
  Score: Raw -456285.236537 + Penalty 2714.196780 = -453571.039757
  nChanged 5
		SP:Iteration 34Q (19794.950000 sec): 3 clusters
  Score: Raw -456286.350344 + Penalty 2714.196780 = -453572.153565
  nChanged 4
		SP:Iteration 35Q (19795.170000 sec): 3 clusters
  Score: Raw -456287.440335 + Penalty 2714.196780 = -453573.243555
  nChanged 2
		SP:Iteration 36Q (19795.380000 sec): 3 clusters
  Score: Raw -456287.971556 + Penalty 2714.196780 = -453573.774777
  nChanged 2
		SP:Iteration 37Q (19795.570000 sec): 3 clusters
  Score: Raw -456288.361609 + Penalty 2714.196780 = -453574.164829
  nChanged 3
		SP:Iteration 38Q (19795.770000 sec): 3 clusters
  Score: Raw -456289.372266 + Penalty 2714.196780 = -453575.175486
  nChanged 2
		SP:Iteration 39Q (19795.950000 sec): 3 clusters
  Score: Raw -456290.296905 + Penalty 2714.196780 = -453576.100126
  nChanged 5
		SP:Iteration 40F (19796.140000 sec): 3 clusters
  Score: Raw -456292.020586 + Penalty 2714.196780 = -453577.823806
  nChanged 1
		SP:Iteration 41Q (19796.290000 sec): 3 clusters
  Score: Raw -456292.622702 + Penalty 2714.196780 = -453578.425922
  nChanged 1
		SP:Iteration 42Q (19796.510000 sec): 3 clusters
  Score: Raw -456292.911347 + Penalty 2714.196780 = -453578.714567
  nChanged 2
		SP:Iteration 43Q (19796.690000 sec): 3 clusters
  Score: Raw -456293.523886 + Penalty 2714.196780 = -453579.327106
  nChanged 2
		SP:Iteration 44Q (19796.870000 sec): 3 clusters
  Score: Raw -456293.952901 + Penalty 2714.196780 = -453579.756121
  nChanged 2
		SP:Iteration 45Q (19797.040000 sec): 3 clusters
  Score: Raw -456294.518785 + Penalty 2714.196780 = -453580.322005
  nChanged 1
		SP:Iteration 46Q (19797.210000 sec): 3 clusters
  Score: Raw -456294.823225 + Penalty 2714.196780 = -453580.626445
  nChanged 1
		SP:Iteration 47Q (19797.380000 sec): 3 clusters
  Score: Raw -456295.063686 + Penalty 2714.196780 = -453580.866907
  nChanged 0
		SP:Iteration 48F (19797.530000 sec): 3 clusters
  Score: Raw -456295.063686 + Penalty 2714.196780 = -453580.866907
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (6900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19797.660000 sec): 2 clusters
  Score: Raw -760589.814137 + Penalty 1436.382462 = -759153.431675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19797.860000 sec): 3 clusters
  Score: Raw -756855.254365 + Penalty 2872.764924 = -753982.489440
  nChanged 2880
		SP:Iteration 1F (19798.040000 sec): 3 clusters
  Score: Raw -758390.884999 + Penalty 2872.764924 = -755518.120075
  nChanged 447
		SP:Iteration 2F (19798.200000 sec): 3 clusters
  Score: Raw -758704.216657 + Penalty 2872.764924 = -755831.451733
  nChanged 437
		SP:Iteration 3F (19798.400000 sec): 3 clusters
  Score: Raw -759083.843749 + Penalty 2872.764924 = -756211.078825
  nChanged 431
		SP:Iteration 4F (19798.530000 sec): 3 clusters
  Score: Raw -759392.772765 + Penalty 2872.764924 = -756520.007841
  nChanged 385
		SP:Iteration 5F (19798.740000 sec): 3 clusters
  Score: Raw -759668.534722 + Penalty 2872.764924 = -756795.769798
  nChanged 360
		SP:Iteration 6F (19798.880000 sec): 3 clusters
  Score: Raw -759920.162412 + Penalty 2872.764924 = -757047.397488
  nChanged 309
		SP:Iteration 7Q (19799.030000 sec): 3 clusters
  Score: Raw -760106.949220 + Penalty 2872.764924 = -757234.184296
  nChanged 271
		SP:Iteration 8Q (19799.190000 sec): 3 clusters
  Score: Raw -760255.278764 + Penalty 2872.764924 = -757382.513839
  nChanged 220
		SP:Iteration 9Q (19799.330000 sec): 3 clusters
  Score: Raw -760361.783061 + Penalty 2872.764924 = -757489.018137
  nChanged 185
		SP:Iteration 10Q (19799.560000 sec): 3 clusters
  Score: Raw -760432.583735 + Penalty 2872.764924 = -757559.818811
  nChanged 133
		SP:Iteration 11Q (19799.760000 sec): 3 clusters
  Score: Raw -760478.509842 + Penalty 2872.764924 = -757605.744917
  nChanged 102
		SP:Iteration 12Q (19799.980000 sec): 3 clusters
  Score: Raw -760509.812607 + Penalty 2872.764924 = -757637.047682
  nChanged 94
		SP:Iteration 13Q (19800.170000 sec): 3 clusters
  Score: Raw -760535.509221 + Penalty 2872.764924 = -757662.744297
  nChanged 80
		SP:Iteration 14Q (19800.400000 sec): 3 clusters
  Score: Raw -760560.655857 + Penalty 2872.764924 = -757687.890932
  nChanged 70
		SP:Iteration 15Q (19800.630000 sec): 3 clusters
  Score: Raw -760585.241319 + Penalty 2872.764924 = -757712.476394
  nChanged 72
		SP:Iteration 16Q (19800.820000 sec): 3 clusters
  Score: Raw -760608.367776 + Penalty 2872.764924 = -757735.602852
  nChanged 58
		SP:Iteration 17Q (19801.030000 sec): 3 clusters
  Score: Raw -760625.121544 + Penalty 2872.764924 = -757752.356619
  nChanged 55
		SP:Iteration 18Q (19801.270000 sec): 3 clusters
  Score: Raw -760641.578913 + Penalty 2872.764924 = -757768.813988
  nChanged 56
		SP:Iteration 19Q (19801.490000 sec): 3 clusters
  Score: Raw -760658.350698 + Penalty 2872.764924 = -757785.585773
  nChanged 46
		SP:Iteration 20F (19801.740000 sec): 3 clusters
  Score: Raw -760671.458106 + Penalty 2872.764924 = -757798.693181
  nChanged 53
		SP:Iteration 21Q (19801.940000 sec): 3 clusters
  Score: Raw -760684.282390 + Penalty 2872.764924 = -757811.517466
  nChanged 39
		SP:Iteration 22Q (19802.120000 sec): 3 clusters
  Score: Raw -760694.986997 + Penalty 2872.764924 = -757822.222072
  nChanged 37
		SP:Iteration 23Q (19802.330000 sec): 3 clusters
  Score: Raw -760704.879459 + Penalty 2872.764924 = -757832.114535
  nChanged 42
		SP:Iteration 24Q (19802.500000 sec): 3 clusters
  Score: Raw -760717.755170 + Penalty 2872.764924 = -757844.990246
  nChanged 38
		SP:Iteration 25Q (19802.700000 sec): 3 clusters
  Score: Raw -760730.963323 + Penalty 2872.764924 = -757858.198399
  nChanged 49
		SP:Iteration 26Q (19802.870000 sec): 3 clusters
  Score: Raw -760744.024377 + Penalty 2872.764924 = -757871.259453
  nChanged 40
		SP:Iteration 27Q (19803.070000 sec): 3 clusters
  Score: Raw -760755.234947 + Penalty 2872.764924 = -757882.470023
  nChanged 40
		SP:Iteration 28Q (19803.300000 sec): 3 clusters
  Score: Raw -760766.695028 + Penalty 2872.764924 = -757893.930104
  nChanged 30
		SP:Iteration 29Q (19803.500000 sec): 3 clusters
  Score: Raw -760773.584263 + Penalty 2872.764924 = -757900.819338
  nChanged 35
		SP:Iteration 30Q (19803.720000 sec): 3 clusters
  Score: Raw -760781.344389 + Penalty 2872.764924 = -757908.579464
  nChanged 32
		SP:Iteration 31Q (19803.940000 sec): 3 clusters
  Score: Raw -760789.417765 + Penalty 2872.764924 = -757916.652841
  nChanged 34
		SP:Iteration 32Q (19804.180000 sec): 3 clusters
  Score: Raw -760797.802975 + Penalty 2872.764924 = -757925.038051
  nChanged 37
		SP:Iteration 33Q (19804.360000 sec): 3 clusters
  Score: Raw -760809.748634 + Penalty 2872.764924 = -757936.983709
  nChanged 33
		SP:Iteration 34Q (19804.580000 sec): 3 clusters
  Score: Raw -760819.398351 + Penalty 2872.764924 = -757946.633427
  nChanged 29
		SP:Iteration 35Q (19804.800000 sec): 3 clusters
  Score: Raw -760826.472975 + Penalty 2872.764924 = -757953.708051
  nChanged 36
		SP:Iteration 36Q (19804.990000 sec): 3 clusters
  Score: Raw -760835.095356 + Penalty 2872.764924 = -757962.330431
  nChanged 26
		SP:Iteration 37Q (19805.230000 sec): 3 clusters
  Score: Raw -760841.324345 + Penalty 2872.764924 = -757968.559421
  nChanged 26
		SP:Iteration 38Q (19805.430000 sec): 3 clusters
  Score: Raw -760849.672255 + Penalty 2872.764924 = -757976.907330
  nChanged 23
		SP:Iteration 39Q (19805.620000 sec): 3 clusters
  Score: Raw -760854.819549 + Penalty 2872.764924 = -757982.054624
  nChanged 18
		SP:Iteration 40F (19805.820000 sec): 3 clusters
  Score: Raw -760859.236961 + Penalty 2872.764924 = -757986.472036
  nChanged 20
		SP:Iteration 41Q (19806.030000 sec): 3 clusters
  Score: Raw -760863.436913 + Penalty 2872.764924 = -757990.671988
  nChanged 16
		SP:Iteration 42Q (19806.270000 sec): 3 clusters
  Score: Raw -760867.387616 + Penalty 2872.764924 = -757994.622691
  nChanged 14
		SP:Iteration 43Q (19806.480000 sec): 3 clusters
  Score: Raw -760870.904386 + Penalty 2872.764924 = -757998.139462
  nChanged 12
		SP:Iteration 44Q (19806.670000 sec): 3 clusters
  Score: Raw -760873.420272 + Penalty 2872.764924 = -758000.655348
  nChanged 10
		SP:Iteration 45Q (19806.880000 sec): 3 clusters
  Score: Raw -760874.990710 + Penalty 2872.764924 = -758002.225785
  nChanged 4
		SP:Iteration 46Q (19807.070000 sec): 3 clusters
  Score: Raw -760875.673681 + Penalty 2872.764924 = -758002.908756
  nChanged 3
		SP:Iteration 47Q (19807.260000 sec): 3 clusters
  Score: Raw -760875.893086 + Penalty 2872.764924 = -758003.128161
  nChanged 0
		SP:Iteration 48F (19807.460000 sec): 3 clusters
  Score: Raw -760875.893086 + Penalty 2872.764924 = -758003.128161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (93115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19807.980000 sec): 2 clusters
  Score: Raw -10685121.464514 + Penalty 1859.258467 = -10683262.206046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19808.530000 sec): 3 clusters
  Score: Raw -10624668.567160 + Penalty 3718.516934 = -10620950.050226
  nChanged 44441
		SP:Iteration 1F (19809.120000 sec): 3 clusters
  Score: Raw -10650496.552673 + Penalty 3718.516934 = -10646778.035739
  nChanged 2797
		SP:Iteration 2Q (19809.750000 sec): 3 clusters
  Score: Raw -10651132.663289 + Penalty 3718.516934 = -10647414.146354
  nChanged 2934
		SP:Iteration 3Q (19810.450000 sec): 3 clusters
  Score: Raw -10651920.939422 + Penalty 3718.516934 = -10648202.422488
  nChanged 3393
		SP:Iteration 4Q (19811.070000 sec): 3 clusters
  Score: Raw -10653102.867609 + Penalty 3718.516934 = -10649384.350674
  nChanged 4252
		SP:Iteration 5Q (19811.750000 sec): 3 clusters
  Score: Raw -10655066.742038 + Penalty 3718.516934 = -10651348.225103
  nChanged 5621
		SP:Iteration 6F (19812.340000 sec): 3 clusters
  Score: Raw -10658587.081935 + Penalty 3718.516934 = -10654868.565000
  nChanged 7114
		SP:Iteration 7F (19813.010000 sec): 3 clusters
  Score: Raw -10664237.212863 + Penalty 3718.516934 = -10660518.695929
  nChanged 7794
		SP:Iteration 8F (19813.640000 sec): 3 clusters
  Score: Raw -10671492.210453 + Penalty 3718.516934 = -10667773.693518
  nChanged 6674
		SP:Iteration 9F (19814.260000 sec): 3 clusters
  Score: Raw -10678092.531653 + Penalty 3718.516934 = -10674374.014719
  nChanged 4262
		SP:Iteration 10Q (19814.880000 sec): 3 clusters
  Score: Raw -10682283.909580 + Penalty 3718.516934 = -10678565.392646
  nChanged 1997
		SP:Iteration 11Q (19815.520000 sec): 3 clusters
  Score: Raw -10684185.689454 + Penalty 3718.516934 = -10680467.172520
  nChanged 775
		SP:Iteration 12Q (19816.160000 sec): 3 clusters
  Score: Raw -10684901.757535 + Penalty 3718.516934 = -10681183.240601
  nChanged 244
		SP:Iteration 13Q (19816.750000 sec): 3 clusters
  Score: Raw -10685156.283936 + Penalty 3718.516934 = -10681437.767002
  nChanged 101
		SP:Iteration 14Q (19817.270000 sec): 3 clusters
  Score: Raw -10685272.314416 + Penalty 3718.516934 = -10681553.797481
  nChanged 46
		SP:Iteration 15Q (19817.930000 sec): 3 clusters
  Score: Raw -10685329.061793 + Penalty 3718.516934 = -10681610.544859
  nChanged 24
		SP:Iteration 16Q (19818.530000 sec): 3 clusters
  Score: Raw -10685354.843477 + Penalty 3718.516934 = -10681636.326543
  nChanged 9
		SP:Iteration 17Q (19819.130000 sec): 3 clusters
  Score: Raw -10685365.169853 + Penalty 3718.516934 = -10681646.652919
  nChanged 10
		SP:Iteration 18Q (19819.730000 sec): 3 clusters
  Score: Raw -10685373.195455 + Penalty 3718.516934 = -10681654.678520
  nChanged 5
		SP:Iteration 19Q (19820.300000 sec): 3 clusters
  Score: Raw -10685376.493285 + Penalty 3718.516934 = -10681657.976350
  nChanged 4
		SP:Iteration 20F (19820.880000 sec): 3 clusters
  Score: Raw -10685378.965334 + Penalty 3718.516934 = -10681660.448400
  nChanged 2
		SP:Iteration 21Q (19821.370000 sec): 3 clusters
  Score: Raw -10685380.329582 + Penalty 3718.516934 = -10681661.812647
  nChanged 2
		SP:Iteration 22Q (19821.850000 sec): 3 clusters
  Score: Raw -10685381.542392 + Penalty 3718.516934 = -10681663.025457
  nChanged 2
		SP:Iteration 23Q (19822.350000 sec): 3 clusters
  Score: Raw -10685383.632758 + Penalty 3718.516934 = -10681665.115823
  nChanged 1
		SP:Iteration 24Q (19822.830000 sec): 3 clusters
  Score: Raw -10685384.664767 + Penalty 3718.516934 = -10681666.147832
  nChanged 0
		SP:Iteration 25F (19823.410000 sec): 3 clusters
  Score: Raw -10685384.664767 + Penalty 3718.516934 = -10681666.147832
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19823.660000 sec): 2 clusters
  Score: Raw -2458804.430095 + Penalty 1639.180787 = -2457165.249308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19823.980000 sec): 3 clusters
  Score: Raw -2444218.760298 + Penalty 3278.361574 = -2440940.398724
  nChanged 10972
		SP:Iteration 1F (19824.280000 sec): 3 clusters
  Score: Raw -2450385.339079 + Penalty 3278.361574 = -2447106.977506
  nChanged 1297
		SP:Iteration 2F (19824.620000 sec): 3 clusters
  Score: Raw -2450967.456382 + Penalty 3278.361574 = -2447689.094808
  nChanged 1291
		SP:Iteration 3F (19824.920000 sec): 3 clusters
  Score: Raw -2451610.974105 + Penalty 3278.361574 = -2448332.612531
  nChanged 1324
		SP:Iteration 4F (19825.190000 sec): 3 clusters
  Score: Raw -2452327.212567 + Penalty 3278.361574 = -2449048.850993
  nChanged 1337
		SP:Iteration 5F (19825.490000 sec): 3 clusters
  Score: Raw -2453036.681313 + Penalty 3278.361574 = -2449758.319740
  nChanged 1298
		SP:Iteration 6F (19825.870000 sec): 3 clusters
  Score: Raw -2453668.436339 + Penalty 3278.361574 = -2450390.074766
  nChanged 1168
		SP:Iteration 7Q (19826.170000 sec): 3 clusters
  Score: Raw -2454168.002448 + Penalty 3278.361574 = -2450889.640875
  nChanged 981
		SP:Iteration 8Q (19826.570000 sec): 3 clusters
  Score: Raw -2454557.630124 + Penalty 3278.361574 = -2451279.268551
  nChanged 855
		SP:Iteration 9Q (19826.860000 sec): 3 clusters
  Score: Raw -2454879.900532 + Penalty 3278.361574 = -2451601.538959
  nChanged 771
		SP:Iteration 10Q (19827.170000 sec): 3 clusters
  Score: Raw -2455172.044844 + Penalty 3278.361574 = -2451893.683271
  nChanged 718
		SP:Iteration 11Q (19827.480000 sec): 3 clusters
  Score: Raw -2455437.733767 + Penalty 3278.361574 = -2452159.372194
  nChanged 629
		SP:Iteration 12Q (19827.790000 sec): 3 clusters
  Score: Raw -2455692.135489 + Penalty 3278.361574 = -2452413.773915
  nChanged 597
		SP:Iteration 13Q (19828.120000 sec): 3 clusters
  Score: Raw -2455938.914947 + Penalty 3278.361574 = -2452660.553374
  nChanged 576
		SP:Iteration 14Q (19828.480000 sec): 3 clusters
  Score: Raw -2456149.582388 + Penalty 3278.361574 = -2452871.220815
  nChanged 523
		SP:Iteration 15Q (19828.780000 sec): 3 clusters
  Score: Raw -2456318.530333 + Penalty 3278.361574 = -2453040.168760
  nChanged 431
		SP:Iteration 16Q (19829.090000 sec): 3 clusters
  Score: Raw -2456446.263792 + Penalty 3278.361574 = -2453167.902219
  nChanged 370
		SP:Iteration 17Q (19829.400000 sec): 3 clusters
  Score: Raw -2456556.226745 + Penalty 3278.361574 = -2453277.865171
  nChanged 366
		SP:Iteration 18Q (19829.720000 sec): 3 clusters
  Score: Raw -2456658.285981 + Penalty 3278.361574 = -2453379.924408
  nChanged 320
		SP:Iteration 19Q (19830.000000 sec): 3 clusters
  Score: Raw -2456737.482308 + Penalty 3278.361574 = -2453459.120735
  nChanged 301
		SP:Iteration 20F (19830.280000 sec): 3 clusters
  Score: Raw -2456804.527883 + Penalty 3278.361574 = -2453526.166309
  nChanged 256
		SP:Iteration 21Q (19830.530000 sec): 3 clusters
  Score: Raw -2456856.636180 + Penalty 3278.361574 = -2453578.274607
  nChanged 215
		SP:Iteration 22Q (19830.860000 sec): 3 clusters
  Score: Raw -2456892.275038 + Penalty 3278.361574 = -2453613.913464
  nChanged 194
		SP:Iteration 23Q (19831.180000 sec): 3 clusters
  Score: Raw -2456924.459850 + Penalty 3278.361574 = -2453646.098276
  nChanged 169
		SP:Iteration 24Q (19831.470000 sec): 3 clusters
  Score: Raw -2456952.251008 + Penalty 3278.361574 = -2453673.889434
  nChanged 180
		SP:Iteration 25Q (19831.870000 sec): 3 clusters
  Score: Raw -2456984.422896 + Penalty 3278.361574 = -2453706.061322
  nChanged 184
		SP:Iteration 26Q (19832.170000 sec): 3 clusters
  Score: Raw -2457013.526131 + Penalty 3278.361574 = -2453735.164557
  nChanged 182
		SP:Iteration 27Q (19832.480000 sec): 3 clusters
  Score: Raw -2457044.966425 + Penalty 3278.361574 = -2453766.604851
  nChanged 181
		SP:Iteration 28Q (19832.840000 sec): 3 clusters
  Score: Raw -2457074.322742 + Penalty 3278.361574 = -2453795.961168
  nChanged 173
		SP:Iteration 29Q (19833.160000 sec): 3 clusters
  Score: Raw -2457100.830783 + Penalty 3278.361574 = -2453822.469209
  nChanged 153
		SP:Iteration 30Q (19833.420000 sec): 3 clusters
  Score: Raw -2457125.481367 + Penalty 3278.361574 = -2453847.119794
  nChanged 158
		SP:Iteration 31Q (19833.750000 sec): 3 clusters
  Score: Raw -2457151.274169 + Penalty 3278.361574 = -2453872.912596
  nChanged 164
		SP:Iteration 32Q (19834.040000 sec): 3 clusters
  Score: Raw -2457177.144171 + Penalty 3278.361574 = -2453898.782597
  nChanged 156
		SP:Iteration 33Q (19834.390000 sec): 3 clusters
  Score: Raw -2457204.566394 + Penalty 3278.361574 = -2453926.204820
  nChanged 176
		SP:Iteration 34Q (19834.720000 sec): 3 clusters
  Score: Raw -2457233.557953 + Penalty 3278.361574 = -2453955.196380
  nChanged 150
		SP:Iteration 35Q (19835.010000 sec): 3 clusters
  Score: Raw -2457257.944254 + Penalty 3278.361574 = -2453979.582680
  nChanged 153
		SP:Iteration 36Q (19835.340000 sec): 3 clusters
  Score: Raw -2457283.178821 + Penalty 3278.361574 = -2454004.817248
  nChanged 156
		SP:Iteration 37Q (19835.660000 sec): 3 clusters
  Score: Raw -2457306.802804 + Penalty 3278.361574 = -2454028.441230
  nChanged 170
		SP:Iteration 38Q (19835.960000 sec): 3 clusters
  Score: Raw -2457337.440796 + Penalty 3278.361574 = -2454059.079223
  nChanged 182
		SP:Iteration 39Q (19836.290000 sec): 3 clusters
  Score: Raw -2457370.998361 + Penalty 3278.361574 = -2454092.636788
  nChanged 182
		SP:Iteration 40F (19836.580000 sec): 3 clusters
  Score: Raw -2457403.236935 + Penalty 3278.361574 = -2454124.875362
  nChanged 186
		SP:Iteration 41Q (19836.960000 sec): 3 clusters
  Score: Raw -2457438.741576 + Penalty 3278.361574 = -2454160.380003
  nChanged 181
		SP:Iteration 42Q (19837.280000 sec): 3 clusters
  Score: Raw -2457472.105644 + Penalty 3278.361574 = -2454193.744070
  nChanged 184
		SP:Iteration 43Q (19837.610000 sec): 3 clusters
  Score: Raw -2457506.331075 + Penalty 3278.361574 = -2454227.969501
  nChanged 190
		SP:Iteration 44Q (19837.900000 sec): 3 clusters
  Score: Raw -2457545.724504 + Penalty 3278.361574 = -2454267.362931
  nChanged 178
		SP:Iteration 45Q (19838.250000 sec): 3 clusters
  Score: Raw -2457581.817802 + Penalty 3278.361574 = -2454303.456229
  nChanged 167
		SP:Iteration 46Q (19838.520000 sec): 3 clusters
  Score: Raw -2457615.262485 + Penalty 3278.361574 = -2454336.900912
  nChanged 184
		SP:Iteration 47Q (19838.880000 sec): 3 clusters
  Score: Raw -2457652.628580 + Penalty 3278.361574 = -2454374.267006
  nChanged 179
		SP:Iteration 48Q (19839.210000 sec): 3 clusters
  Score: Raw -2457690.193996 + Penalty 3278.361574 = -2454411.832423
  nChanged 180
		SP:Iteration 49Q (19839.500000 sec): 3 clusters
  Score: Raw -2457727.231008 + Penalty 3278.361574 = -2454448.869434
  nChanged 175
		SP:Iteration 50Q (19839.780000 sec): 3 clusters
  Score: Raw -2457766.726629 + Penalty 3278.361574 = -2454488.365055
  nChanged 188
		SP:Iteration 51Q (19840.100000 sec): 3 clusters
  Score: Raw -2457809.235830 + Penalty 3278.361574 = -2454530.874256
  nChanged 212
		SP:Iteration 52Q (19840.350000 sec): 3 clusters
  Score: Raw -2457858.249895 + Penalty 3278.361574 = -2454579.888321
  nChanged 221
		SP:Iteration 53Q (19840.660000 sec): 3 clusters
  Score: Raw -2457910.093591 + Penalty 3278.361574 = -2454631.732017
  nChanged 224
		SP:Iteration 54Q (19840.940000 sec): 3 clusters
  Score: Raw -2457966.457959 + Penalty 3278.361574 = -2454688.096385
  nChanged 245
		SP:Iteration 55Q (19841.270000 sec): 3 clusters
  Score: Raw -2458029.185232 + Penalty 3278.361574 = -2454750.823658
  nChanged 236
		SP:Iteration 56Q (19841.570000 sec): 3 clusters
  Score: Raw -2458089.986208 + Penalty 3278.361574 = -2454811.624634
  nChanged 236
		SP:Iteration 57Q (19841.810000 sec): 3 clusters
  Score: Raw -2458152.850716 + Penalty 3278.361574 = -2454874.489143
  nChanged 230
		SP:Iteration 58Q (19842.110000 sec): 3 clusters
  Score: Raw -2458212.246907 + Penalty 3278.361574 = -2454933.885333
  nChanged 223
		SP:Iteration 59Q (19842.430000 sec): 3 clusters
  Score: Raw -2458270.407538 + Penalty 3278.361574 = -2454992.045964
  nChanged 230
		SP:Iteration 60F (19842.710000 sec): 3 clusters
  Score: Raw -2458325.004149 + Penalty 3278.361574 = -2455046.642575
  nChanged 204
		SP:Iteration 61Q (19843.010000 sec): 3 clusters
  Score: Raw -2458379.053611 + Penalty 3278.361574 = -2455100.692037
  nChanged 184
		SP:Iteration 62Q (19843.320000 sec): 3 clusters
  Score: Raw -2458423.401264 + Penalty 3278.361574 = -2455145.039691
  nChanged 169
		SP:Iteration 63Q (19843.610000 sec): 3 clusters
  Score: Raw -2458465.886831 + Penalty 3278.361574 = -2455187.525257
  nChanged 169
		SP:Iteration 64Q (19843.890000 sec): 3 clusters
  Score: Raw -2458514.672632 + Penalty 3278.361574 = -2455236.311059
  nChanged 175
		SP:Iteration 65Q (19844.210000 sec): 3 clusters
  Score: Raw -2458559.255492 + Penalty 3278.361574 = -2455280.893919
  nChanged 151
		SP:Iteration 66Q (19844.470000 sec): 3 clusters
  Score: Raw -2458596.676594 + Penalty 3278.361574 = -2455318.315021
  nChanged 156
		SP:Iteration 67Q (19844.810000 sec): 3 clusters
  Score: Raw -2458632.266481 + Penalty 3278.361574 = -2455353.904907
  nChanged 145
		SP:Iteration 68Q (19845.130000 sec): 3 clusters
  Score: Raw -2458672.570053 + Penalty 3278.361574 = -2455394.208480
  nChanged 152
		SP:Iteration 69Q (19845.400000 sec): 3 clusters
  Score: Raw -2458715.995598 + Penalty 3278.361574 = -2455437.634024
  nChanged 152
		SP:Iteration 70Q (19845.660000 sec): 3 clusters
  Score: Raw -2458760.459734 + Penalty 3278.361574 = -2455482.098160
  nChanged 125
		SP:Iteration 71Q (19845.990000 sec): 3 clusters
  Score: Raw -2458794.665365 + Penalty 3278.361574 = -2455516.303792
  nChanged 132
		SP:Iteration 72Q (19846.240000 sec): 3 clusters
  Score: Raw -2458826.113622 + Penalty 3278.361574 = -2455547.752048
  nChanged 103
		SP:Iteration 73Q (19846.600000 sec): 3 clusters
  Score: Raw -2458847.144884 + Penalty 3278.361574 = -2455568.783310
  nChanged 86
		SP:Iteration 74Q (19846.860000 sec): 3 clusters
  Score: Raw -2458868.785579 + Penalty 3278.361574 = -2455590.424006
  nChanged 108
		SP:Iteration 75Q (19847.170000 sec): 3 clusters
  Score: Raw -2458896.975048 + Penalty 3278.361574 = -2455618.613474
  nChanged 96
		SP:Iteration 76Q (19847.420000 sec): 3 clusters
  Score: Raw -2458922.298281 + Penalty 3278.361574 = -2455643.936708
  nChanged 82
		SP:Iteration 77Q (19847.700000 sec): 3 clusters
  Score: Raw -2458942.332049 + Penalty 3278.361574 = -2455663.970476
  nChanged 83
		SP:Iteration 78Q (19847.980000 sec): 3 clusters
  Score: Raw -2458963.780044 + Penalty 3278.361574 = -2455685.418471
  nChanged 87
		SP:Iteration 79Q (19848.290000 sec): 3 clusters
  Score: Raw -2458985.468525 + Penalty 3278.361574 = -2455707.106952
  nChanged 84
		SP:Iteration 80F (19848.570000 sec): 3 clusters
  Score: Raw -2459005.548232 + Penalty 3278.361574 = -2455727.186658
  nChanged 90
		SP:Iteration 81Q (19848.860000 sec): 3 clusters
  Score: Raw -2459026.607918 + Penalty 3278.361574 = -2455748.246345
  nChanged 85
		SP:Iteration 82Q (19849.160000 sec): 3 clusters
  Score: Raw -2459045.661744 + Penalty 3278.361574 = -2455767.300171
  nChanged 72
		SP:Iteration 83Q (19849.480000 sec): 3 clusters
  Score: Raw -2459062.201197 + Penalty 3278.361574 = -2455783.839624
  nChanged 64
		SP:Iteration 84Q (19849.750000 sec): 3 clusters
  Score: Raw -2459079.687569 + Penalty 3278.361574 = -2455801.325996
  nChanged 55
		SP:Iteration 85Q (19850.060000 sec): 3 clusters
  Score: Raw -2459093.046717 + Penalty 3278.361574 = -2455814.685143
  nChanged 60
		SP:Iteration 86Q (19850.320000 sec): 3 clusters
  Score: Raw -2459108.372763 + Penalty 3278.361574 = -2455830.011189
  nChanged 62
		SP:Iteration 87Q (19850.620000 sec): 3 clusters
  Score: Raw -2459123.287310 + Penalty 3278.361574 = -2455844.925736
  nChanged 54
		SP:Iteration 88Q (19850.900000 sec): 3 clusters
  Score: Raw -2459136.364280 + Penalty 3278.361574 = -2455858.002706
  nChanged 47
		SP:Iteration 89Q (19851.140000 sec): 3 clusters
  Score: Raw -2459146.115134 + Penalty 3278.361574 = -2455867.753561
  nChanged 49
		SP:Iteration 90Q (19851.370000 sec): 3 clusters
  Score: Raw -2459159.782252 + Penalty 3278.361574 = -2455881.420678
  nChanged 42
		SP:Iteration 91Q (19851.630000 sec): 3 clusters
  Score: Raw -2459169.736357 + Penalty 3278.361574 = -2455891.374783
  nChanged 29
		SP:Iteration 92Q (19851.930000 sec): 3 clusters
  Score: Raw -2459176.967035 + Penalty 3278.361574 = -2455898.605461
  nChanged 29
		SP:Iteration 93Q (19852.200000 sec): 3 clusters
  Score: Raw -2459182.937277 + Penalty 3278.361574 = -2455904.575704
  nChanged 30
		SP:Iteration 94Q (19852.500000 sec): 3 clusters
  Score: Raw -2459190.321207 + Penalty 3278.361574 = -2455911.959634
  nChanged 29
		SP:Iteration 95Q (19852.740000 sec): 3 clusters
  Score: Raw -2459197.769195 + Penalty 3278.361574 = -2455919.407621
  nChanged 27
		SP:Iteration 96Q (19853.080000 sec): 3 clusters
  Score: Raw -2459205.836250 + Penalty 3278.361574 = -2455927.474676
  nChanged 36
		SP:Iteration 97Q (19853.380000 sec): 3 clusters
  Score: Raw -2459214.716620 + Penalty 3278.361574 = -2455936.355047
  nChanged 32
		SP:Iteration 98Q (19853.640000 sec): 3 clusters
  Score: Raw -2459219.865257 + Penalty 3278.361574 = -2455941.503683
  nChanged 16
		SP:Iteration 99Q (19853.940000 sec): 3 clusters
  Score: Raw -2459222.833772 + Penalty 3278.361574 = -2455944.472199
  nChanged 7
		SP:Iteration 100F (19854.260000 sec): 3 clusters
  Score: Raw -2459223.836308 + Penalty 3278.361574 = -2455945.474734
  nChanged 7
		SP:Iteration 101Q (19854.580000 sec): 3 clusters
  Score: Raw -2459225.142467 + Penalty 3278.361574 = -2455946.780893
  nChanged 6
		SP:Iteration 102Q (19854.800000 sec): 3 clusters
  Score: Raw -2459226.894098 + Penalty 3278.361574 = -2455948.532524
  nChanged 11
		SP:Iteration 103Q (19855.070000 sec): 3 clusters
  Score: Raw -2459229.221215 + Penalty 3278.361574 = -2455950.859641
  nChanged 8
		SP:Iteration 104Q (19855.370000 sec): 3 clusters
  Score: Raw -2459231.308830 + Penalty 3278.361574 = -2455952.947256
  nChanged 5
		SP:Iteration 105Q (19855.660000 sec): 3 clusters
  Score: Raw -2459232.172020 + Penalty 3278.361574 = -2455953.810447
  nChanged 1
		SP:Iteration 106Q (19855.930000 sec): 3 clusters
  Score: Raw -2459232.269176 + Penalty 3278.361574 = -2455953.907603
  nChanged 1
		SP:Iteration 107Q (19856.230000 sec): 3 clusters
  Score: Raw -2459232.475652 + Penalty 3278.361574 = -2455954.114079
  nChanged 1
		SP:Iteration 108Q (19856.550000 sec): 3 clusters
  Score: Raw -2459232.580819 + Penalty 3278.361574 = -2455954.219245
  nChanged 1
		SP:Iteration 109Q (19856.810000 sec): 3 clusters
  Score: Raw -2459232.755589 + Penalty 3278.361574 = -2455954.394015
  nChanged 1
		SP:Iteration 110Q (19857.120000 sec): 3 clusters
  Score: Raw -2459233.164046 + Penalty 3278.361574 = -2455954.802473
  nChanged 3
		SP:Iteration 111Q (19857.440000 sec): 3 clusters
  Score: Raw -2459233.706588 + Penalty 3278.361574 = -2455955.345014
  nChanged 0
		SP:Iteration 112F (19857.740000 sec): 3 clusters
  Score: Raw -2459233.706588 + Penalty 3278.361574 = -2455955.345014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19857.980000 sec): 2 clusters
  Score: Raw -2649647.975942 + Penalty 1641.383391 = -2648006.592551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19858.300000 sec): 3 clusters
  Score: Raw -2634832.103936 + Penalty 3282.766782 = -2631549.337154
  nChanged 11044
		SP:Iteration 1F (19858.520000 sec): 3 clusters
  Score: Raw -2641040.992815 + Penalty 3282.766782 = -2637758.226033
  nChanged 1307
		SP:Iteration 2F (19858.870000 sec): 3 clusters
  Score: Raw -2641606.949403 + Penalty 3282.766782 = -2638324.182621
  nChanged 1293
		SP:Iteration 3F (19859.180000 sec): 3 clusters
  Score: Raw -2642239.849492 + Penalty 3282.766782 = -2638957.082711
  nChanged 1383
		SP:Iteration 4F (19859.570000 sec): 3 clusters
  Score: Raw -2643032.233591 + Penalty 3282.766782 = -2639749.466809
  nChanged 1456
		SP:Iteration 5F (19859.880000 sec): 3 clusters
  Score: Raw -2643963.758970 + Penalty 3282.766782 = -2640680.992188
  nChanged 1527
		SP:Iteration 6F (19860.200000 sec): 3 clusters
  Score: Raw -2644950.413081 + Penalty 3282.766782 = -2641667.646300
  nChanged 1519
		SP:Iteration 7F (19860.510000 sec): 3 clusters
  Score: Raw -2645980.679203 + Penalty 3282.766782 = -2642697.912421
  nChanged 1403
		SP:Iteration 8F (19860.810000 sec): 3 clusters
  Score: Raw -2646993.899276 + Penalty 3282.766782 = -2643711.132494
  nChanged 1213
		SP:Iteration 9Q (19861.100000 sec): 3 clusters
  Score: Raw -2647919.583265 + Penalty 3282.766782 = -2644636.816484
  nChanged 974
		SP:Iteration 10Q (19861.390000 sec): 3 clusters
  Score: Raw -2648662.061191 + Penalty 3282.766782 = -2645379.294409
  nChanged 680
		SP:Iteration 11Q (19861.680000 sec): 3 clusters
  Score: Raw -2649164.299591 + Penalty 3282.766782 = -2645881.532810
  nChanged 412
		SP:Iteration 12Q (19861.960000 sec): 3 clusters
  Score: Raw -2649441.590454 + Penalty 3282.766782 = -2646158.823673
  nChanged 263
		SP:Iteration 13Q (19862.220000 sec): 3 clusters
  Score: Raw -2649617.617569 + Penalty 3282.766782 = -2646334.850787
  nChanged 153
		SP:Iteration 14Q (19862.490000 sec): 3 clusters
  Score: Raw -2649726.115324 + Penalty 3282.766782 = -2646443.348542
  nChanged 107
		SP:Iteration 15Q (19862.790000 sec): 3 clusters
  Score: Raw -2649794.351431 + Penalty 3282.766782 = -2646511.584649
  nChanged 64
		SP:Iteration 16Q (19863.070000 sec): 3 clusters
  Score: Raw -2649844.403578 + Penalty 3282.766782 = -2646561.636796
  nChanged 47
		SP:Iteration 17Q (19863.370000 sec): 3 clusters
  Score: Raw -2649878.346095 + Penalty 3282.766782 = -2646595.579313
  nChanged 49
		SP:Iteration 18Q (19863.620000 sec): 3 clusters
  Score: Raw -2649909.950896 + Penalty 3282.766782 = -2646627.184115
  nChanged 24
		SP:Iteration 19Q (19863.930000 sec): 3 clusters
  Score: Raw -2649928.437072 + Penalty 3282.766782 = -2646645.670290
  nChanged 26
		SP:Iteration 20F (19864.250000 sec): 3 clusters
  Score: Raw -2649946.577951 + Penalty 3282.766782 = -2646663.811169
  nChanged 21
		SP:Iteration 21Q (19864.530000 sec): 3 clusters
  Score: Raw -2649958.419383 + Penalty 3282.766782 = -2646675.652601
  nChanged 12
		SP:Iteration 22Q (19864.800000 sec): 3 clusters
  Score: Raw -2649968.045551 + Penalty 3282.766782 = -2646685.278769
  nChanged 10
		SP:Iteration 23Q (19865.070000 sec): 3 clusters
  Score: Raw -2649976.341977 + Penalty 3282.766782 = -2646693.575196
  nChanged 9
		SP:Iteration 24Q (19865.320000 sec): 3 clusters
  Score: Raw -2649981.245957 + Penalty 3282.766782 = -2646698.479175
  nChanged 5
		SP:Iteration 25Q (19865.630000 sec): 3 clusters
  Score: Raw -2649984.865296 + Penalty 3282.766782 = -2646702.098514
  nChanged 3
		SP:Iteration 26Q (19865.890000 sec): 3 clusters
  Score: Raw -2649986.557080 + Penalty 3282.766782 = -2646703.790299
  nChanged 1
		SP:Iteration 27Q (19866.170000 sec): 3 clusters
  Score: Raw -2649987.374044 + Penalty 3282.766782 = -2646704.607262
  nChanged 1
		SP:Iteration 28Q (19866.530000 sec): 3 clusters
  Score: Raw -2649987.874544 + Penalty 3282.766782 = -2646705.107762
  nChanged 0
		SP:Iteration 29F (19866.860000 sec): 3 clusters
  Score: Raw -2649987.874544 + Penalty 3282.766782 = -2646705.107762
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (5824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19867.010000 sec): 2 clusters
  Score: Raw -616719.140840 + Penalty 1408.833171 = -615310.307670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19867.200000 sec): 3 clusters
  Score: Raw -613644.080842 + Penalty 2817.666342 = -610826.414500
  nChanged 2419
		SP:Iteration 1F (19867.370000 sec): 3 clusters
  Score: Raw -615048.256842 + Penalty 2817.666342 = -612230.590500
  nChanged 438
		SP:Iteration 2F (19867.580000 sec): 3 clusters
  Score: Raw -615303.085269 + Penalty 2817.666342 = -612485.418928
  nChanged 340
		SP:Iteration 3F (19867.800000 sec): 3 clusters
  Score: Raw -615477.186493 + Penalty 2817.666342 = -612659.520152
  nChanged 279
		SP:Iteration 4Q (19867.990000 sec): 3 clusters
  Score: Raw -615644.004043 + Penalty 2817.666342 = -612826.337701
  nChanged 296
		SP:Iteration 5F (19868.220000 sec): 3 clusters
  Score: Raw -615804.385644 + Penalty 2817.666342 = -612986.719303
  nChanged 265
		SP:Iteration 6Q (19868.390000 sec): 3 clusters
  Score: Raw -615962.049512 + Penalty 2817.666342 = -613144.383170
  nChanged 268
		SP:Iteration 7Q (19868.590000 sec): 3 clusters
  Score: Raw -616124.476981 + Penalty 2817.666342 = -613306.810639
  nChanged 234
		SP:Iteration 8Q (19868.780000 sec): 3 clusters
  Score: Raw -616270.614501 + Penalty 2817.666342 = -613452.948159
  nChanged 213
		SP:Iteration 9Q (19868.960000 sec): 3 clusters
  Score: Raw -616392.876715 + Penalty 2817.666342 = -613575.210373
  nChanged 186
		SP:Iteration 10Q (19869.180000 sec): 3 clusters
  Score: Raw -616507.300784 + Penalty 2817.666342 = -613689.634442
  nChanged 145
		SP:Iteration 11Q (19869.380000 sec): 3 clusters
  Score: Raw -616586.173388 + Penalty 2817.666342 = -613768.507047
  nChanged 128
		SP:Iteration 12Q (19869.570000 sec): 3 clusters
  Score: Raw -616645.343266 + Penalty 2817.666342 = -613827.676924
  nChanged 121
		SP:Iteration 13Q (19869.780000 sec): 3 clusters
  Score: Raw -616705.702012 + Penalty 2817.666342 = -613888.035670
  nChanged 107
		SP:Iteration 14Q (19869.960000 sec): 3 clusters
  Score: Raw -616760.903302 + Penalty 2817.666342 = -613943.236961
  nChanged 89
		SP:Iteration 15Q (19870.160000 sec): 3 clusters
  Score: Raw -616801.575850 + Penalty 2817.666342 = -613983.909508
  nChanged 75
		SP:Iteration 16Q (19870.370000 sec): 3 clusters
  Score: Raw -616832.886092 + Penalty 2817.666342 = -614015.219750
  nChanged 65
		SP:Iteration 17Q (19870.590000 sec): 3 clusters
  Score: Raw -616860.720295 + Penalty 2817.666342 = -614043.053953
  nChanged 61
		SP:Iteration 18Q (19870.790000 sec): 3 clusters
  Score: Raw -616881.936893 + Penalty 2817.666342 = -614064.270551
  nChanged 43
		SP:Iteration 19Q (19870.970000 sec): 3 clusters
  Score: Raw -616897.469110 + Penalty 2817.666342 = -614079.802768
  nChanged 51
		SP:Iteration 20F (19871.180000 sec): 3 clusters
  Score: Raw -616922.481062 + Penalty 2817.666342 = -614104.814720
  nChanged 43
		SP:Iteration 21Q (19871.370000 sec): 3 clusters
  Score: Raw -616943.568442 + Penalty 2817.666342 = -614125.902101
  nChanged 50
		SP:Iteration 22Q (19871.600000 sec): 3 clusters
  Score: Raw -616966.626939 + Penalty 2817.666342 = -614148.960597
  nChanged 46
		SP:Iteration 23Q (19871.800000 sec): 3 clusters
  Score: Raw -616987.957468 + Penalty 2817.666342 = -614170.291127
  nChanged 42
		SP:Iteration 24Q (19871.970000 sec): 3 clusters
  Score: Raw -617006.604703 + Penalty 2817.666342 = -614188.938361
  nChanged 38
		SP:Iteration 25Q (19872.190000 sec): 3 clusters
  Score: Raw -617027.044790 + Penalty 2817.666342 = -614209.378448
  nChanged 34
		SP:Iteration 26Q (19872.430000 sec): 3 clusters
  Score: Raw -617040.188084 + Penalty 2817.666342 = -614222.521742
  nChanged 27
		SP:Iteration 27Q (19872.590000 sec): 3 clusters
  Score: Raw -617051.056056 + Penalty 2817.666342 = -614233.389714
  nChanged 25
		SP:Iteration 28Q (19872.800000 sec): 3 clusters
  Score: Raw -617058.445560 + Penalty 2817.666342 = -614240.779218
  nChanged 26
		SP:Iteration 29Q (19872.990000 sec): 3 clusters
  Score: Raw -617067.789343 + Penalty 2817.666342 = -614250.123001
  nChanged 12
		SP:Iteration 30Q (19873.180000 sec): 3 clusters
  Score: Raw -617070.630059 + Penalty 2817.666342 = -614252.963717
  nChanged 9
		SP:Iteration 31Q (19873.430000 sec): 3 clusters
  Score: Raw -617072.573986 + Penalty 2817.666342 = -614254.907645
  nChanged 4
		SP:Iteration 32Q (19873.610000 sec): 3 clusters
  Score: Raw -617072.986011 + Penalty 2817.666342 = -614255.319669
  nChanged 3
		SP:Iteration 33Q (19873.810000 sec): 3 clusters
  Score: Raw -617074.066041 + Penalty 2817.666342 = -614256.399700
  nChanged 4
		SP:Iteration 34Q (19874.050000 sec): 3 clusters
  Score: Raw -617075.008758 + Penalty 2817.666342 = -614257.342416
  nChanged 6
		SP:Iteration 35Q (19874.280000 sec): 3 clusters
  Score: Raw -617076.750829 + Penalty 2817.666342 = -614259.084487
  nChanged 2
		SP:Iteration 36Q (19874.480000 sec): 3 clusters
  Score: Raw -617077.681311 + Penalty 2817.666342 = -614260.014969
  nChanged 3
		SP:Iteration 37Q (19874.690000 sec): 3 clusters
  Score: Raw -617078.362913 + Penalty 2817.666342 = -614260.696572
  nChanged 1
		SP:Iteration 38Q (19874.930000 sec): 3 clusters
  Score: Raw -617078.504311 + Penalty 2817.666342 = -614260.837970
  nChanged 1
		SP:Iteration 39Q (19875.100000 sec): 3 clusters
  Score: Raw -617078.730005 + Penalty 2817.666342 = -614261.063663
  nChanged 2
		SP:Iteration 40F (19875.290000 sec): 3 clusters
  Score: Raw -617079.067076 + Penalty 2817.666342 = -614261.400735
  nChanged 3
		SP:Iteration 41Q (19875.530000 sec): 3 clusters
  Score: Raw -617079.953661 + Penalty 2817.666342 = -614262.287319
  nChanged 2
		SP:Iteration 42Q (19875.690000 sec): 3 clusters
  Score: Raw -617080.577987 + Penalty 2817.666342 = -614262.911645
  nChanged 2
		SP:Iteration 43Q (19875.910000 sec): 3 clusters
  Score: Raw -617080.815655 + Penalty 2817.666342 = -614263.149313
  nChanged 3
		SP:Iteration 44Q (19876.130000 sec): 3 clusters
  Score: Raw -617081.643916 + Penalty 2817.666342 = -614263.977574
  nChanged 6
		SP:Iteration 45Q (19876.310000 sec): 3 clusters
  Score: Raw -617083.896340 + Penalty 2817.666342 = -614266.229999
  nChanged 6
		SP:Iteration 46Q (19876.550000 sec): 3 clusters
  Score: Raw -617086.064211 + Penalty 2817.666342 = -614268.397869
  nChanged 7
		SP:Iteration 47Q (19876.720000 sec): 3 clusters
  Score: Raw -617089.268618 + Penalty 2817.666342 = -614271.602276
  nChanged 5
		SP:Iteration 48Q (19876.920000 sec): 3 clusters
  Score: Raw -617090.898692 + Penalty 2817.666342 = -614273.232350
  nChanged 6
		SP:Iteration 49Q (19877.100000 sec): 3 clusters
  Score: Raw -617092.639605 + Penalty 2817.666342 = -614274.973263
  nChanged 8
		SP:Iteration 50Q (19877.310000 sec): 3 clusters
  Score: Raw -617095.226665 + Penalty 2817.666342 = -614277.560323
  nChanged 11
		SP:Iteration 51Q (19877.550000 sec): 3 clusters
  Score: Raw -617098.233463 + Penalty 2817.666342 = -614280.567121
  nChanged 6
		SP:Iteration 52Q (19877.770000 sec): 3 clusters
  Score: Raw -617100.051436 + Penalty 2817.666342 = -614282.385095
  nChanged 10
		SP:Iteration 53Q (19877.930000 sec): 3 clusters
  Score: Raw -617102.960982 + Penalty 2817.666342 = -614285.294640
  nChanged 6
		SP:Iteration 54Q (19878.190000 sec): 3 clusters
  Score: Raw -617105.417252 + Penalty 2817.666342 = -614287.750911
  nChanged 4
		SP:Iteration 55Q (19878.360000 sec): 3 clusters
  Score: Raw -617107.637234 + Penalty 2817.666342 = -614289.970892
  nChanged 3
		SP:Iteration 56Q (19878.550000 sec): 3 clusters
  Score: Raw -617108.475041 + Penalty 2817.666342 = -614290.808700
  nChanged 3
		SP:Iteration 57Q (19878.780000 sec): 3 clusters
  Score: Raw -617109.624108 + Penalty 2817.666342 = -614291.957766
  nChanged 3
		SP:Iteration 58Q (19879.030000 sec): 3 clusters
  Score: Raw -617110.578858 + Penalty 2817.666342 = -614292.912516
  nChanged 2
		SP:Iteration 59Q (19879.210000 sec): 3 clusters
  Score: Raw -617110.988254 + Penalty 2817.666342 = -614293.321912
  nChanged 2
		SP:Iteration 60F (19879.430000 sec): 3 clusters
  Score: Raw -617111.457117 + Penalty 2817.666342 = -614293.790775
  nChanged 1
		SP:Iteration 61Q (19879.680000 sec): 3 clusters
  Score: Raw -617111.685386 + Penalty 2817.666342 = -614294.019044
  nChanged 0
		SP:Iteration 62F (19879.890000 sec): 3 clusters
  Score: Raw -617111.685386 + Penalty 2817.666342 = -614294.019044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19879.960000 sec): 2 clusters
  Score: Raw -490072.866374 + Penalty 1380.362506 = -488692.503868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19880.180000 sec): 3 clusters
  Score: Raw -487494.729356 + Penalty 2760.725013 = -484734.004343
  nChanged 1977
		SP:Iteration 1F (19880.390000 sec): 3 clusters
  Score: Raw -488668.116470 + Penalty 2760.725013 = -485907.391457
  nChanged 373
		SP:Iteration 2F (19880.590000 sec): 3 clusters
  Score: Raw -488903.399521 + Penalty 2760.725013 = -486142.674508
  nChanged 294
		SP:Iteration 3F (19880.800000 sec): 3 clusters
  Score: Raw -489115.677920 + Penalty 2760.725013 = -486354.952907
  nChanged 278
		SP:Iteration 4F (19881.010000 sec): 3 clusters
  Score: Raw -489334.929910 + Penalty 2760.725013 = -486574.204897
  nChanged 244
		SP:Iteration 5Q (19881.210000 sec): 3 clusters
  Score: Raw -489505.343607 + Penalty 2760.725013 = -486744.618595
  nChanged 215
		SP:Iteration 6Q (19881.390000 sec): 3 clusters
  Score: Raw -489648.161215 + Penalty 2760.725013 = -486887.436202
  nChanged 194
		SP:Iteration 7Q (19881.580000 sec): 3 clusters
  Score: Raw -489785.691719 + Penalty 2760.725013 = -487024.966706
  nChanged 185
		SP:Iteration 8Q (19881.810000 sec): 3 clusters
  Score: Raw -489933.727080 + Penalty 2760.725013 = -487173.002067
  nChanged 177
		SP:Iteration 9Q (19882.020000 sec): 3 clusters
  Score: Raw -490086.756454 + Penalty 2760.725013 = -487326.031441
  nChanged 168
		SP:Iteration 10Q (19882.260000 sec): 3 clusters
  Score: Raw -490237.618560 + Penalty 2760.725013 = -487476.893547
  nChanged 150
		SP:Iteration 11Q (19882.420000 sec): 3 clusters
  Score: Raw -490345.892344 + Penalty 2760.725013 = -487585.167332
  nChanged 118
		SP:Iteration 12Q (19882.630000 sec): 3 clusters
  Score: Raw -490416.571211 + Penalty 2760.725013 = -487655.846198
  nChanged 91
		SP:Iteration 13Q (19882.800000 sec): 3 clusters
  Score: Raw -490470.968704 + Penalty 2760.725013 = -487710.243691
  nChanged 86
		SP:Iteration 14Q (19883.000000 sec): 3 clusters
  Score: Raw -490511.260817 + Penalty 2760.725013 = -487750.535805
  nChanged 67
		SP:Iteration 15Q (19883.200000 sec): 3 clusters
  Score: Raw -490540.406174 + Penalty 2760.725013 = -487779.681161
  nChanged 40
		SP:Iteration 16Q (19883.380000 sec): 3 clusters
  Score: Raw -490553.088258 + Penalty 2760.725013 = -487792.363245
  nChanged 25
		SP:Iteration 17Q (19883.520000 sec): 3 clusters
  Score: Raw -490560.575254 + Penalty 2760.725013 = -487799.850241
  nChanged 23
		SP:Iteration 18Q (19883.750000 sec): 3 clusters
  Score: Raw -490567.162170 + Penalty 2760.725013 = -487806.437157
  nChanged 25
		SP:Iteration 19Q (19883.980000 sec): 3 clusters
  Score: Raw -490574.576777 + Penalty 2760.725013 = -487813.851765
  nChanged 12
		SP:Iteration 20F (19884.160000 sec): 3 clusters
  Score: Raw -490577.863956 + Penalty 2760.725013 = -487817.138943
  nChanged 19
		SP:Iteration 21Q (19884.360000 sec): 3 clusters
  Score: Raw -490584.603329 + Penalty 2760.725013 = -487823.878317
  nChanged 14
		SP:Iteration 22Q (19884.600000 sec): 3 clusters
  Score: Raw -490589.942471 + Penalty 2760.725013 = -487829.217459
  nChanged 18
		SP:Iteration 23Q (19884.780000 sec): 3 clusters
  Score: Raw -490596.481014 + Penalty 2760.725013 = -487835.756001
  nChanged 19
		SP:Iteration 24Q (19885.060000 sec): 3 clusters
  Score: Raw -490602.145428 + Penalty 2760.725013 = -487841.420415
  nChanged 10
		SP:Iteration 25Q (19885.230000 sec): 3 clusters
  Score: Raw -490604.655846 + Penalty 2760.725013 = -487843.930833
  nChanged 7
		SP:Iteration 26Q (19885.470000 sec): 3 clusters
  Score: Raw -490606.423443 + Penalty 2760.725013 = -487845.698430
  nChanged 6
		SP:Iteration 27Q (19885.640000 sec): 3 clusters
  Score: Raw -490607.454950 + Penalty 2760.725013 = -487846.729937
  nChanged 2
		SP:Iteration 28Q (19885.850000 sec): 3 clusters
  Score: Raw -490607.922966 + Penalty 2760.725013 = -487847.197953
  nChanged 1
		SP:Iteration 29Q (19886.060000 sec): 3 clusters
  Score: Raw -490608.083796 + Penalty 2760.725013 = -487847.358784
  nChanged 0
		SP:Iteration 30F (19886.210000 sec): 3 clusters
  Score: Raw -490608.083796 + Penalty 2760.725013 = -487847.358784
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19886.320000 sec): 2 clusters
  Score: Raw -447711.001730 + Penalty 1358.511608 = -446352.490122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19886.540000 sec): 3 clusters
  Score: Raw -445593.086861 + Penalty 2717.023217 = -442876.063645
  nChanged 1680
		SP:Iteration 1F (19886.720000 sec): 3 clusters
  Score: Raw -446773.466596 + Penalty 2717.023217 = -444056.443380
  nChanged 391
		SP:Iteration 2F (19886.860000 sec): 3 clusters
  Score: Raw -447098.884333 + Penalty 2717.023217 = -444381.861117
  nChanged 286
		SP:Iteration 3F (19887.040000 sec): 3 clusters
  Score: Raw -447348.928925 + Penalty 2717.023217 = -444631.905709
  nChanged 270
		SP:Iteration 4F (19887.200000 sec): 3 clusters
  Score: Raw -447570.560790 + Penalty 2717.023217 = -444853.537574
  nChanged 209
		SP:Iteration 5Q (19887.360000 sec): 3 clusters
  Score: Raw -447747.772783 + Penalty 2717.023217 = -445030.749566
  nChanged 171
		SP:Iteration 6Q (19887.520000 sec): 3 clusters
  Score: Raw -447877.320526 + Penalty 2717.023217 = -445160.297309
  nChanged 144
		SP:Iteration 7Q (19887.700000 sec): 3 clusters
  Score: Raw -447970.879140 + Penalty 2717.023217 = -445253.855924
  nChanged 108
		SP:Iteration 8Q (19887.910000 sec): 3 clusters
  Score: Raw -448044.605278 + Penalty 2717.023217 = -445327.582062
  nChanged 85
		SP:Iteration 9Q (19888.070000 sec): 3 clusters
  Score: Raw -448096.736764 + Penalty 2717.023217 = -445379.713548
  nChanged 87
		SP:Iteration 10Q (19888.280000 sec): 3 clusters
  Score: Raw -448146.695213 + Penalty 2717.023217 = -445429.671997
  nChanged 83
		SP:Iteration 11Q (19888.470000 sec): 3 clusters
  Score: Raw -448199.422568 + Penalty 2717.023217 = -445482.399351
  nChanged 58
		SP:Iteration 12Q (19888.650000 sec): 3 clusters
  Score: Raw -448229.483520 + Penalty 2717.023217 = -445512.460303
  nChanged 43
		SP:Iteration 13Q (19888.830000 sec): 3 clusters
  Score: Raw -448244.841137 + Penalty 2717.023217 = -445527.817920
  nChanged 29
		SP:Iteration 14Q (19889.000000 sec): 3 clusters
  Score: Raw -448256.246138 + Penalty 2717.023217 = -445539.222921
  nChanged 27
		SP:Iteration 15Q (19889.210000 sec): 3 clusters
  Score: Raw -448268.447105 + Penalty 2717.023217 = -445551.423888
  nChanged 22
		SP:Iteration 16Q (19889.370000 sec): 3 clusters
  Score: Raw -448277.087440 + Penalty 2717.023217 = -445560.064223
  nChanged 19
		SP:Iteration 17Q (19889.590000 sec): 3 clusters
  Score: Raw -448282.812184 + Penalty 2717.023217 = -445565.788967
  nChanged 8
		SP:Iteration 18Q (19889.780000 sec): 3 clusters
  Score: Raw -448284.661944 + Penalty 2717.023217 = -445567.638727
  nChanged 8
		SP:Iteration 19Q (19889.940000 sec): 3 clusters
  Score: Raw -448286.473353 + Penalty 2717.023217 = -445569.450136
  nChanged 10
		SP:Iteration 20F (19890.140000 sec): 3 clusters
  Score: Raw -448288.661785 + Penalty 2717.023217 = -445571.638569
  nChanged 8
		SP:Iteration 21Q (19890.340000 sec): 3 clusters
  Score: Raw -448290.975870 + Penalty 2717.023217 = -445573.952654
  nChanged 6
		SP:Iteration 22Q (19890.550000 sec): 3 clusters
  Score: Raw -448292.966444 + Penalty 2717.023217 = -445575.943227
  nChanged 11
		SP:Iteration 23Q (19890.730000 sec): 3 clusters
  Score: Raw -448295.441286 + Penalty 2717.023217 = -445578.418070
  nChanged 6
		SP:Iteration 24Q (19890.930000 sec): 3 clusters
  Score: Raw -448296.827333 + Penalty 2717.023217 = -445579.804117
  nChanged 6
		SP:Iteration 25Q (19891.160000 sec): 3 clusters
  Score: Raw -448298.348758 + Penalty 2717.023217 = -445581.325542
  nChanged 6
		SP:Iteration 26Q (19891.350000 sec): 3 clusters
  Score: Raw -448300.204273 + Penalty 2717.023217 = -445583.181057
  nChanged 9
		SP:Iteration 27Q (19891.500000 sec): 3 clusters
  Score: Raw -448302.410544 + Penalty 2717.023217 = -445585.387327
  nChanged 13
		SP:Iteration 28Q (19891.680000 sec): 3 clusters
  Score: Raw -448306.841639 + Penalty 2717.023217 = -445589.818422
  nChanged 9
		SP:Iteration 29Q (19891.890000 sec): 3 clusters
  Score: Raw -448309.427276 + Penalty 2717.023217 = -445592.404059
  nChanged 9
		SP:Iteration 30Q (19892.090000 sec): 3 clusters
  Score: Raw -448311.926385 + Penalty 2717.023217 = -445594.903168
  nChanged 13
		SP:Iteration 31Q (19892.300000 sec): 3 clusters
  Score: Raw -448315.063511 + Penalty 2717.023217 = -445598.040295
  nChanged 14
		SP:Iteration 32Q (19892.470000 sec): 3 clusters
  Score: Raw -448317.947749 + Penalty 2717.023217 = -445600.924532
  nChanged 12
		SP:Iteration 33Q (19892.710000 sec): 3 clusters
  Score: Raw -448321.009005 + Penalty 2717.023217 = -445603.985788
  nChanged 6
		SP:Iteration 34Q (19892.920000 sec): 3 clusters
  Score: Raw -448322.234789 + Penalty 2717.023217 = -445605.211573
  nChanged 3
		SP:Iteration 35Q (19893.110000 sec): 3 clusters
  Score: Raw -448322.711039 + Penalty 2717.023217 = -445605.687822
  nChanged 1
		SP:Iteration 36Q (19893.330000 sec): 3 clusters
  Score: Raw -448322.860015 + Penalty 2717.023217 = -445605.836798
  nChanged 1
		SP:Iteration 37Q (19893.550000 sec): 3 clusters
  Score: Raw -448323.198231 + Penalty 2717.023217 = -445606.175014
  nChanged 1
		SP:Iteration 38Q (19893.760000 sec): 3 clusters
  Score: Raw -448323.313930 + Penalty 2717.023217 = -445606.290713
  nChanged 0
		SP:Iteration 39F (19893.940000 sec): 3 clusters
  Score: Raw -448323.313930 + Penalty 2717.023217 = -445606.290713
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19894.060000 sec): 2 clusters
  Score: Raw -683846.970098 + Penalty 1419.783887 = -682427.186211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19894.310000 sec): 3 clusters
  Score: Raw -680464.496058 + Penalty 2839.567774 = -677624.928284
  nChanged 2614
		SP:Iteration 1F (19894.540000 sec): 3 clusters
  Score: Raw -681862.424912 + Penalty 2839.567774 = -679022.857138
  nChanged 420
		SP:Iteration 2F (19894.700000 sec): 3 clusters
  Score: Raw -682071.834766 + Penalty 2839.567774 = -679232.266992
  nChanged 329
		SP:Iteration 3F (19894.890000 sec): 3 clusters
  Score: Raw -682214.328341 + Penalty 2839.567774 = -679374.760567
  nChanged 248
		SP:Iteration 4Q (19895.090000 sec): 3 clusters
  Score: Raw -682300.644156 + Penalty 2839.567774 = -679461.076382
  nChanged 187
		SP:Iteration 5Q (19895.310000 sec): 3 clusters
  Score: Raw -682373.988273 + Penalty 2839.567774 = -679534.420500
  nChanged 180
		SP:Iteration 6Q (19895.510000 sec): 3 clusters
  Score: Raw -682449.535521 + Penalty 2839.567774 = -679609.967748
  nChanged 183
		SP:Iteration 7Q (19895.700000 sec): 3 clusters
  Score: Raw -682515.165848 + Penalty 2839.567774 = -679675.598074
  nChanged 159
		SP:Iteration 8Q (19895.930000 sec): 3 clusters
  Score: Raw -682570.866245 + Penalty 2839.567774 = -679731.298471
  nChanged 146
		SP:Iteration 9Q (19896.120000 sec): 3 clusters
  Score: Raw -682627.668072 + Penalty 2839.567774 = -679788.100298
  nChanged 136
		SP:Iteration 10Q (19896.370000 sec): 3 clusters
  Score: Raw -682684.178635 + Penalty 2839.567774 = -679844.610861
  nChanged 120
		SP:Iteration 11Q (19896.490000 sec): 3 clusters
  Score: Raw -682736.621128 + Penalty 2839.567774 = -679897.053354
  nChanged 139
		SP:Iteration 12Q (19896.750000 sec): 3 clusters
  Score: Raw -682806.822681 + Penalty 2839.567774 = -679967.254907
  nChanged 147
		SP:Iteration 13Q (19896.930000 sec): 3 clusters
  Score: Raw -682886.432755 + Penalty 2839.567774 = -680046.864981
  nChanged 163
		SP:Iteration 14Q (19897.150000 sec): 3 clusters
  Score: Raw -682974.060998 + Penalty 2839.567774 = -680134.493224
  nChanged 162
		SP:Iteration 15Q (19897.360000 sec): 3 clusters
  Score: Raw -683049.902987 + Penalty 2839.567774 = -680210.335213
  nChanged 150
		SP:Iteration 16Q (19897.560000 sec): 3 clusters
  Score: Raw -683124.191490 + Penalty 2839.567774 = -680284.623716
  nChanged 158
		SP:Iteration 17Q (19897.760000 sec): 3 clusters
  Score: Raw -683204.851300 + Penalty 2839.567774 = -680365.283526
  nChanged 148
		SP:Iteration 18Q (19898.010000 sec): 3 clusters
  Score: Raw -683289.575323 + Penalty 2839.567774 = -680450.007549
  nChanged 150
		SP:Iteration 19Q (19898.250000 sec): 3 clusters
  Score: Raw -683374.869729 + Penalty 2839.567774 = -680535.301955
  nChanged 162
		SP:Iteration 20F (19898.380000 sec): 3 clusters
  Score: Raw -683462.681011 + Penalty 2839.567774 = -680623.113238
  nChanged 148
		SP:Iteration 21Q (19898.610000 sec): 3 clusters
  Score: Raw -683542.662048 + Penalty 2839.567774 = -680703.094274
  nChanged 136
		SP:Iteration 22Q (19898.790000 sec): 3 clusters
  Score: Raw -683620.571868 + Penalty 2839.567774 = -680781.004094
  nChanged 124
		SP:Iteration 23Q (19898.980000 sec): 3 clusters
  Score: Raw -683698.131597 + Penalty 2839.567774 = -680858.563823
  nChanged 100
		SP:Iteration 24Q (19899.180000 sec): 3 clusters
  Score: Raw -683760.636355 + Penalty 2839.567774 = -680921.068581
  nChanged 101
		SP:Iteration 25Q (19899.380000 sec): 3 clusters
  Score: Raw -683821.693920 + Penalty 2839.567774 = -680982.126146
  nChanged 70
		SP:Iteration 26Q (19899.590000 sec): 3 clusters
  Score: Raw -683860.153673 + Penalty 2839.567774 = -681020.585899
  nChanged 60
		SP:Iteration 27Q (19899.830000 sec): 3 clusters
  Score: Raw -683889.624765 + Penalty 2839.567774 = -681050.056991
  nChanged 45
		SP:Iteration 28Q (19900.020000 sec): 3 clusters
  Score: Raw -683911.003078 + Penalty 2839.567774 = -681071.435304
  nChanged 40
		SP:Iteration 29Q (19900.280000 sec): 3 clusters
  Score: Raw -683926.551132 + Penalty 2839.567774 = -681086.983359
  nChanged 35
		SP:Iteration 30Q (19900.500000 sec): 3 clusters
  Score: Raw -683944.805537 + Penalty 2839.567774 = -681105.237763
  nChanged 32
		SP:Iteration 31Q (19900.710000 sec): 3 clusters
  Score: Raw -683959.517544 + Penalty 2839.567774 = -681119.949770
  nChanged 31
		SP:Iteration 32Q (19900.970000 sec): 3 clusters
  Score: Raw -683974.458921 + Penalty 2839.567774 = -681134.891147
  nChanged 27
		SP:Iteration 33Q (19901.110000 sec): 3 clusters
  Score: Raw -683987.058022 + Penalty 2839.567774 = -681147.490248
  nChanged 33
		SP:Iteration 34Q (19901.300000 sec): 3 clusters
  Score: Raw -684001.022938 + Penalty 2839.567774 = -681161.455164
  nChanged 37
		SP:Iteration 35Q (19901.550000 sec): 3 clusters
  Score: Raw -684019.814946 + Penalty 2839.567774 = -681180.247172
  nChanged 37
		SP:Iteration 36Q (19901.780000 sec): 3 clusters
  Score: Raw -684040.767452 + Penalty 2839.567774 = -681201.199678
  nChanged 36
		SP:Iteration 37Q (19901.980000 sec): 3 clusters
  Score: Raw -684059.519389 + Penalty 2839.567774 = -681219.951615
  nChanged 34
		SP:Iteration 38Q (19902.190000 sec): 3 clusters
  Score: Raw -684077.752760 + Penalty 2839.567774 = -681238.184986
  nChanged 17
		SP:Iteration 39Q (19902.390000 sec): 3 clusters
  Score: Raw -684085.973540 + Penalty 2839.567774 = -681246.405766
  nChanged 23
		SP:Iteration 40F (19902.590000 sec): 3 clusters
  Score: Raw -684095.960063 + Penalty 2839.567774 = -681256.392289
  nChanged 16
		SP:Iteration 41Q (19902.780000 sec): 3 clusters
  Score: Raw -684103.745746 + Penalty 2839.567774 = -681264.177972
  nChanged 17
		SP:Iteration 42Q (19903.020000 sec): 3 clusters
  Score: Raw -684112.935635 + Penalty 2839.567774 = -681273.367862
  nChanged 11
		SP:Iteration 43Q (19903.190000 sec): 3 clusters
  Score: Raw -684116.877651 + Penalty 2839.567774 = -681277.309877
  nChanged 12
		SP:Iteration 44Q (19903.400000 sec): 3 clusters
  Score: Raw -684121.871125 + Penalty 2839.567774 = -681282.303351
  nChanged 5
		SP:Iteration 45Q (19903.610000 sec): 3 clusters
  Score: Raw -684123.273452 + Penalty 2839.567774 = -681283.705678
  nChanged 3
		SP:Iteration 46Q (19903.820000 sec): 3 clusters
  Score: Raw -684123.936110 + Penalty 2839.567774 = -681284.368336
  nChanged 4
		SP:Iteration 47Q (19904.040000 sec): 3 clusters
  Score: Raw -684125.625905 + Penalty 2839.567774 = -681286.058131
  nChanged 3
		SP:Iteration 48Q (19904.240000 sec): 3 clusters
  Score: Raw -684127.724824 + Penalty 2839.567774 = -681288.157050
  nChanged 4
		SP:Iteration 49Q (19904.420000 sec): 3 clusters
  Score: Raw -684129.900744 + Penalty 2839.567774 = -681290.332970
  nChanged 3
		SP:Iteration 50Q (19904.620000 sec): 3 clusters
  Score: Raw -684130.937204 + Penalty 2839.567774 = -681291.369431
  nChanged 1
		SP:Iteration 51Q (19904.840000 sec): 3 clusters
  Score: Raw -684131.211084 + Penalty 2839.567774 = -681291.643310
  nChanged 0
		SP:Iteration 52F (19905.070000 sec): 3 clusters
  Score: Raw -684131.211084 + Penalty 2839.567774 = -681291.643310
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19905.170000 sec): 2 clusters
  Score: Raw -316840.501022 + Penalty 1317.308609 = -315523.192413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19905.360000 sec): 3 clusters
  Score: Raw -315207.782686 + Penalty 2634.617218 = -312573.165468
  nChanged 1303
		SP:Iteration 1F (19905.590000 sec): 3 clusters
  Score: Raw -316038.961535 + Penalty 2634.617218 = -313404.344317
  nChanged 340
		SP:Iteration 2F (19905.780000 sec): 3 clusters
  Score: Raw -316414.285327 + Penalty 2634.617218 = -313779.668110
  nChanged 305
		SP:Iteration 3F (19905.960000 sec): 3 clusters
  Score: Raw -316752.642733 + Penalty 2634.617218 = -314118.025516
  nChanged 270
		SP:Iteration 4F (19906.130000 sec): 3 clusters
  Score: Raw -317042.370134 + Penalty 2634.617218 = -314407.752916
  nChanged 235
		SP:Iteration 5F (19906.310000 sec): 3 clusters
  Score: Raw -317315.055323 + Penalty 2634.617218 = -314680.438105
  nChanged 203
		SP:Iteration 6F (19906.520000 sec): 3 clusters
  Score: Raw -317502.019329 + Penalty 2634.617218 = -314867.402111
  nChanged 150
		SP:Iteration 7Q (19906.660000 sec): 3 clusters
  Score: Raw -317604.051850 + Penalty 2634.617218 = -314969.434632
  nChanged 87
		SP:Iteration 8Q (19906.840000 sec): 3 clusters
  Score: Raw -317651.580233 + Penalty 2634.617218 = -315016.963015
  nChanged 64
		SP:Iteration 9Q (19907.000000 sec): 3 clusters
  Score: Raw -317683.578545 + Penalty 2634.617218 = -315048.961328
  nChanged 41
		SP:Iteration 10Q (19907.200000 sec): 3 clusters
  Score: Raw -317704.839724 + Penalty 2634.617218 = -315070.222507
  nChanged 36
		SP:Iteration 11Q (19907.410000 sec): 3 clusters
  Score: Raw -317720.505965 + Penalty 2634.617218 = -315085.888748
  nChanged 26
		SP:Iteration 12Q (19907.560000 sec): 3 clusters
  Score: Raw -317731.761471 + Penalty 2634.617218 = -315097.144253
  nChanged 26
		SP:Iteration 13Q (19907.750000 sec): 3 clusters
  Score: Raw -317742.406089 + Penalty 2634.617218 = -315107.788871
  nChanged 15
		SP:Iteration 14Q (19907.910000 sec): 3 clusters
  Score: Raw -317746.945831 + Penalty 2634.617218 = -315112.328613
  nChanged 11
		SP:Iteration 15Q (19908.050000 sec): 3 clusters
  Score: Raw -317750.839816 + Penalty 2634.617218 = -315116.222598
  nChanged 11
		SP:Iteration 16Q (19908.200000 sec): 3 clusters
  Score: Raw -317754.453247 + Penalty 2634.617218 = -315119.836029
  nChanged 10
		SP:Iteration 17Q (19908.380000 sec): 3 clusters
  Score: Raw -317758.305068 + Penalty 2634.617218 = -315123.687850
  nChanged 8
		SP:Iteration 18Q (19908.550000 sec): 3 clusters
  Score: Raw -317760.703208 + Penalty 2634.617218 = -315126.085990
  nChanged 5
		SP:Iteration 19Q (19908.730000 sec): 3 clusters
  Score: Raw -317763.674745 + Penalty 2634.617218 = -315129.057528
  nChanged 3
		SP:Iteration 20F (19908.930000 sec): 3 clusters
  Score: Raw -317765.040562 + Penalty 2634.617218 = -315130.423344
  nChanged 3
		SP:Iteration 21Q (19909.080000 sec): 3 clusters
  Score: Raw -317765.946491 + Penalty 2634.617218 = -315131.329273
  nChanged 5
		SP:Iteration 22Q (19909.270000 sec): 3 clusters
  Score: Raw -317767.605347 + Penalty 2634.617218 = -315132.988129
  nChanged 5
		SP:Iteration 23Q (19909.440000 sec): 3 clusters
  Score: Raw -317770.067917 + Penalty 2634.617218 = -315135.450699
  nChanged 6
		SP:Iteration 24Q (19909.640000 sec): 3 clusters
  Score: Raw -317772.311824 + Penalty 2634.617218 = -315137.694606
  nChanged 5
		SP:Iteration 25Q (19909.820000 sec): 3 clusters
  Score: Raw -317774.349407 + Penalty 2634.617218 = -315139.732189
  nChanged 6
		SP:Iteration 26Q (19910.030000 sec): 3 clusters
  Score: Raw -317776.548790 + Penalty 2634.617218 = -315141.931573
  nChanged 5
		SP:Iteration 27Q (19910.180000 sec): 3 clusters
  Score: Raw -317779.338842 + Penalty 2634.617218 = -315144.721624
  nChanged 5
		SP:Iteration 28Q (19910.370000 sec): 3 clusters
  Score: Raw -317781.646965 + Penalty 2634.617218 = -315147.029747
  nChanged 2
		SP:Iteration 29Q (19910.590000 sec): 3 clusters
  Score: Raw -317782.244250 + Penalty 2634.617218 = -315147.627032
  nChanged 0
		SP:Iteration 30F (19910.750000 sec): 3 clusters
  Score: Raw -317782.244250 + Penalty 2634.617218 = -315147.627032
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19910.850000 sec): 2 clusters
  Score: Raw -266330.912197 + Penalty 1273.281628 = -265057.630569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19911.070000 sec): 3 clusters
  Score: Raw -265147.399208 + Penalty 2546.563255 = -262600.835952
  nChanged 906
		SP:Iteration 1F (19911.240000 sec): 3 clusters
  Score: Raw -265667.237976 + Penalty 2546.563255 = -263120.674720
  nChanged 202
		SP:Iteration 2F (19911.410000 sec): 3 clusters
  Score: Raw -265827.549311 + Penalty 2546.563255 = -263280.986056
  nChanged 156
		SP:Iteration 3F (19911.570000 sec): 3 clusters
  Score: Raw -265953.709734 + Penalty 2546.563255 = -263407.146478
  nChanged 125
		SP:Iteration 4Q (19911.780000 sec): 3 clusters
  Score: Raw -266055.164200 + Penalty 2546.563255 = -263508.600944
  nChanged 115
		SP:Iteration 5Q (19911.940000 sec): 3 clusters
  Score: Raw -266143.976328 + Penalty 2546.563255 = -263597.413072
  nChanged 93
		SP:Iteration 6Q (19912.130000 sec): 3 clusters
  Score: Raw -266207.992018 + Penalty 2546.563255 = -263661.428762
  nChanged 73
		SP:Iteration 7Q (19912.290000 sec): 3 clusters
  Score: Raw -266254.754233 + Penalty 2546.563255 = -263708.190978
  nChanged 59
		SP:Iteration 8Q (19912.470000 sec): 3 clusters
  Score: Raw -266292.240608 + Penalty 2546.563255 = -263745.677353
  nChanged 49
		SP:Iteration 9Q (19912.650000 sec): 3 clusters
  Score: Raw -266323.060493 + Penalty 2546.563255 = -263776.497238
  nChanged 37
		SP:Iteration 10Q (19912.840000 sec): 3 clusters
  Score: Raw -266343.509358 + Penalty 2546.563255 = -263796.946103
  nChanged 33
		SP:Iteration 11Q (19913.030000 sec): 3 clusters
  Score: Raw -266366.155398 + Penalty 2546.563255 = -263819.592143
  nChanged 30
		SP:Iteration 12Q (19913.240000 sec): 3 clusters
  Score: Raw -266388.377624 + Penalty 2546.563255 = -263841.814369
  nChanged 32
		SP:Iteration 13Q (19913.350000 sec): 3 clusters
  Score: Raw -266407.126588 + Penalty 2546.563255 = -263860.563333
  nChanged 24
		SP:Iteration 14Q (19913.530000 sec): 3 clusters
  Score: Raw -266421.875066 + Penalty 2546.563255 = -263875.311811
  nChanged 22
		SP:Iteration 15Q (19913.670000 sec): 3 clusters
  Score: Raw -266433.629858 + Penalty 2546.563255 = -263887.066603
  nChanged 21
		SP:Iteration 16Q (19913.850000 sec): 3 clusters
  Score: Raw -266444.050645 + Penalty 2546.563255 = -263897.487390
  nChanged 16
		SP:Iteration 17Q (19914.010000 sec): 3 clusters
  Score: Raw -266449.516803 + Penalty 2546.563255 = -263902.953548
  nChanged 9
		SP:Iteration 18Q (19914.210000 sec): 3 clusters
  Score: Raw -266454.188019 + Penalty 2546.563255 = -263907.624764
  nChanged 13
		SP:Iteration 19Q (19914.350000 sec): 3 clusters
  Score: Raw -266460.371491 + Penalty 2546.563255 = -263913.808235
  nChanged 13
		SP:Iteration 20F (19914.520000 sec): 3 clusters
  Score: Raw -266466.833470 + Penalty 2546.563255 = -263920.270215
  nChanged 13
		SP:Iteration 21Q (19914.730000 sec): 3 clusters
  Score: Raw -266472.726578 + Penalty 2546.563255 = -263926.163323
  nChanged 12
		SP:Iteration 22Q (19914.900000 sec): 3 clusters
  Score: Raw -266478.290556 + Penalty 2546.563255 = -263931.727301
  nChanged 14
		SP:Iteration 23Q (19915.050000 sec): 3 clusters
  Score: Raw -266484.961064 + Penalty 2546.563255 = -263938.397809
  nChanged 9
		SP:Iteration 24Q (19915.250000 sec): 3 clusters
  Score: Raw -266488.864735 + Penalty 2546.563255 = -263942.301480
  nChanged 8
		SP:Iteration 25Q (19915.450000 sec): 3 clusters
  Score: Raw -266492.737376 + Penalty 2546.563255 = -263946.174121
  nChanged 6
		SP:Iteration 26Q (19915.630000 sec): 3 clusters
  Score: Raw -266495.683362 + Penalty 2546.563255 = -263949.120107
  nChanged 3
		SP:Iteration 27Q (19915.770000 sec): 3 clusters
  Score: Raw -266496.753790 + Penalty 2546.563255 = -263950.190535
  nChanged 4
		SP:Iteration 28Q (19915.940000 sec): 3 clusters
  Score: Raw -266498.105943 + Penalty 2546.563255 = -263951.542688
  nChanged 3
		SP:Iteration 29Q (19916.130000 sec): 3 clusters
  Score: Raw -266500.062818 + Penalty 2546.563255 = -263953.499563
  nChanged 7
		SP:Iteration 30Q (19916.300000 sec): 3 clusters
  Score: Raw -266504.705184 + Penalty 2546.563255 = -263958.141929
  nChanged 8
		SP:Iteration 31Q (19916.480000 sec): 3 clusters
  Score: Raw -266508.857497 + Penalty 2546.563255 = -263962.294242
  nChanged 8
		SP:Iteration 32Q (19916.670000 sec): 3 clusters
  Score: Raw -266512.240381 + Penalty 2546.563255 = -263965.677125
  nChanged 7
		SP:Iteration 33Q (19916.850000 sec): 3 clusters
  Score: Raw -266515.537780 + Penalty 2546.563255 = -263968.974525
  nChanged 3
		SP:Iteration 34Q (19917.060000 sec): 3 clusters
  Score: Raw -266517.235689 + Penalty 2546.563255 = -263970.672434
  nChanged 3
		SP:Iteration 35Q (19917.220000 sec): 3 clusters
  Score: Raw -266518.965429 + Penalty 2546.563255 = -263972.402174
  nChanged 3
		SP:Iteration 36Q (19917.410000 sec): 3 clusters
  Score: Raw -266520.151812 + Penalty 2546.563255 = -263973.588557
  nChanged 1
		SP:Iteration 37Q (19917.590000 sec): 3 clusters
  Score: Raw -266520.467984 + Penalty 2546.563255 = -263973.904728
  nChanged 2
		SP:Iteration 38Q (19917.760000 sec): 3 clusters
  Score: Raw -266521.125328 + Penalty 2546.563255 = -263974.562072
  nChanged 1
		SP:Iteration 39Q (19917.930000 sec): 3 clusters
  Score: Raw -266521.762570 + Penalty 2546.563255 = -263975.199314
  nChanged 0
		SP:Iteration 40F (19918.130000 sec): 3 clusters
  Score: Raw -266521.762570 + Penalty 2546.563255 = -263975.199314
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19918.240000 sec): 2 clusters
  Score: Raw -83567.748322 + Penalty 1093.790441 = -82473.957880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19918.400000 sec): 3 clusters
  Score: Raw -83449.215223 + Penalty 2187.580883 = -81261.634341
  nChanged 253
		SP:Iteration 1F (19918.630000 sec): 3 clusters
  Score: Raw -83752.073624 + Penalty 2187.580883 = -81564.492741
  nChanged 91
		SP:Iteration 2F (19918.790000 sec): 3 clusters
  Score: Raw -83930.813556 + Penalty 2187.580883 = -81743.232673
  nChanged 66
		SP:Iteration 3F (19918.950000 sec): 3 clusters
  Score: Raw -84085.087788 + Penalty 2187.580883 = -81897.506906
  nChanged 48
		SP:Iteration 4F (19919.150000 sec): 3 clusters
  Score: Raw -84242.467900 + Penalty 2187.580883 = -82054.887017
  nChanged 43
		SP:Iteration 5F (19919.330000 sec): 3 clusters
  Score: Raw -84334.375709 + Penalty 2187.580883 = -82146.794826
  nChanged 30
		SP:Iteration 6Q (19919.570000 sec): 3 clusters
  Score: Raw -84395.373252 + Penalty 2187.580883 = -82207.792369
  nChanged 14
		SP:Iteration 7Q (19919.750000 sec): 3 clusters
  Score: Raw -84461.473777 + Penalty 2187.580883 = -82273.892895
  nChanged 11
		SP:Iteration 8Q (19919.920000 sec): 3 clusters
  Score: Raw -84476.132445 + Penalty 2187.580883 = -82288.551563
  nChanged 4
		SP:Iteration 9Q (19920.090000 sec): 3 clusters
  Score: Raw -84481.125149 + Penalty 2187.580883 = -82293.544266
  nChanged 3
		SP:Iteration 10Q (19920.270000 sec): 3 clusters
  Score: Raw -84487.009166 + Penalty 2187.580883 = -82299.428283
  nChanged 2
		SP:Iteration 11Q (19920.470000 sec): 3 clusters
  Score: Raw -84488.713492 + Penalty 2187.580883 = -82301.132609
  nChanged 2
		SP:Iteration 12Q (19920.600000 sec): 3 clusters
  Score: Raw -84491.175090 + Penalty 2187.580883 = -82303.594207
  nChanged 4
		SP:Iteration 13Q (19920.760000 sec): 3 clusters
  Score: Raw -84496.637685 + Penalty 2187.580883 = -82309.056803
  nChanged 1
		SP:Iteration 14Q (19920.930000 sec): 3 clusters
  Score: Raw -84502.233303 + Penalty 2187.580883 = -82314.652420
  nChanged 2
		SP:Iteration 15Q (19921.100000 sec): 3 clusters
  Score: Raw -84509.204079 + Penalty 2187.580883 = -82321.623197
  nChanged 3
		SP:Iteration 16Q (19921.240000 sec): 3 clusters
  Score: Raw -84512.931473 + Penalty 2187.580883 = -82325.350590
  nChanged 0
		SP:Iteration 17F (19921.410000 sec): 3 clusters
  Score: Raw -84512.931473 + Penalty 2187.580883 = -82325.350590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (5000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19921.520000 sec): 2 clusters
  Score: Raw -549822.228123 + Penalty 1384.043894 = -548438.184229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19921.690000 sec): 3 clusters
  Score: Raw -547267.362355 + Penalty 2768.087787 = -544499.274567
  nChanged 1961
		SP:Iteration 1F (19921.900000 sec): 3 clusters
  Score: Raw -548351.322513 + Penalty 2768.087787 = -545583.234725
  nChanged 329
		SP:Iteration 2F (19922.110000 sec): 3 clusters
  Score: Raw -548530.416029 + Penalty 2768.087787 = -545762.328242
  nChanged 247
		SP:Iteration 3Q (19922.350000 sec): 3 clusters
  Score: Raw -548643.775562 + Penalty 2768.087787 = -545875.687775
  nChanged 189
		SP:Iteration 4Q (19922.540000 sec): 3 clusters
  Score: Raw -548720.420787 + Penalty 2768.087787 = -545952.333000
  nChanged 148
		SP:Iteration 5Q (19922.760000 sec): 3 clusters
  Score: Raw -548791.249649 + Penalty 2768.087787 = -546023.161862
  nChanged 147
		SP:Iteration 6Q (19922.970000 sec): 3 clusters
  Score: Raw -548858.088581 + Penalty 2768.087787 = -546090.000794
  nChanged 143
		SP:Iteration 7Q (19923.190000 sec): 3 clusters
  Score: Raw -548934.009536 + Penalty 2768.087787 = -546165.921749
  nChanged 162
		SP:Iteration 8Q (19923.410000 sec): 3 clusters
  Score: Raw -549017.200053 + Penalty 2768.087787 = -546249.112266
  nChanged 184
		SP:Iteration 9Q (19923.580000 sec): 3 clusters
  Score: Raw -549126.287918 + Penalty 2768.087787 = -546358.200131
  nChanged 198
		SP:Iteration 10Q (19923.830000 sec): 3 clusters
  Score: Raw -549243.822648 + Penalty 2768.087787 = -546475.734861
  nChanged 188
		SP:Iteration 11Q (19924.000000 sec): 3 clusters
  Score: Raw -549351.872729 + Penalty 2768.087787 = -546583.784942
  nChanged 164
		SP:Iteration 12Q (19924.240000 sec): 3 clusters
  Score: Raw -549442.384182 + Penalty 2768.087787 = -546674.296394
  nChanged 154
		SP:Iteration 13Q (19924.460000 sec): 3 clusters
  Score: Raw -549534.331156 + Penalty 2768.087787 = -546766.243368
  nChanged 167
		SP:Iteration 14Q (19924.670000 sec): 3 clusters
  Score: Raw -549645.036712 + Penalty 2768.087787 = -546876.948925
  nChanged 175
		SP:Iteration 15Q (19924.870000 sec): 3 clusters
  Score: Raw -549752.090355 + Penalty 2768.087787 = -546984.002568
  nChanged 146
		SP:Iteration 16Q (19925.070000 sec): 3 clusters
  Score: Raw -549832.058342 + Penalty 2768.087787 = -547063.970555
  nChanged 110
		SP:Iteration 17Q (19925.260000 sec): 3 clusters
  Score: Raw -549879.649399 + Penalty 2768.087787 = -547111.561612
  nChanged 82
		SP:Iteration 18Q (19925.450000 sec): 3 clusters
  Score: Raw -549912.104162 + Penalty 2768.087787 = -547144.016374
  nChanged 53
		SP:Iteration 19Q (19925.680000 sec): 3 clusters
  Score: Raw -549930.383429 + Penalty 2768.087787 = -547162.295641
  nChanged 43
		SP:Iteration 20F (19925.880000 sec): 3 clusters
  Score: Raw -549942.653628 + Penalty 2768.087787 = -547174.565841
  nChanged 29
		SP:Iteration 21Q (19926.110000 sec): 3 clusters
  Score: Raw -549951.683514 + Penalty 2768.087787 = -547183.595727
  nChanged 23
		SP:Iteration 22Q (19926.280000 sec): 3 clusters
  Score: Raw -549958.938269 + Penalty 2768.087787 = -547190.850482
  nChanged 22
		SP:Iteration 23Q (19926.480000 sec): 3 clusters
  Score: Raw -549964.421870 + Penalty 2768.087787 = -547196.334083
  nChanged 17
		SP:Iteration 24Q (19926.660000 sec): 3 clusters
  Score: Raw -549969.191738 + Penalty 2768.087787 = -547201.103951
  nChanged 20
		SP:Iteration 25Q (19926.910000 sec): 3 clusters
  Score: Raw -549975.801566 + Penalty 2768.087787 = -547207.713779
  nChanged 20
		SP:Iteration 26Q (19927.110000 sec): 3 clusters
  Score: Raw -549981.374494 + Penalty 2768.087787 = -547213.286707
  nChanged 17
		SP:Iteration 27Q (19927.370000 sec): 3 clusters
  Score: Raw -549985.259387 + Penalty 2768.087787 = -547217.171599
  nChanged 18
		SP:Iteration 28Q (19927.550000 sec): 3 clusters
  Score: Raw -549989.584383 + Penalty 2768.087787 = -547221.496596
  nChanged 14
		SP:Iteration 29Q (19927.810000 sec): 3 clusters
  Score: Raw -549993.355816 + Penalty 2768.087787 = -547225.268029
  nChanged 11
		SP:Iteration 30Q (19927.970000 sec): 3 clusters
  Score: Raw -549996.319857 + Penalty 2768.087787 = -547228.232070
  nChanged 7
		SP:Iteration 31Q (19928.230000 sec): 3 clusters
  Score: Raw -549997.381694 + Penalty 2768.087787 = -547229.293906
  nChanged 7
		SP:Iteration 32Q (19928.390000 sec): 3 clusters
  Score: Raw -549999.146593 + Penalty 2768.087787 = -547231.058806
  nChanged 5
		SP:Iteration 33Q (19928.590000 sec): 3 clusters
  Score: Raw -550000.112420 + Penalty 2768.087787 = -547232.024633
  nChanged 7
		SP:Iteration 34Q (19928.740000 sec): 3 clusters
  Score: Raw -550001.481587 + Penalty 2768.087787 = -547233.393800
  nChanged 4
		SP:Iteration 35Q (19928.950000 sec): 3 clusters
  Score: Raw -550002.823476 + Penalty 2768.087787 = -547234.735689
  nChanged 3
		SP:Iteration 36Q (19929.110000 sec): 3 clusters
  Score: Raw -550004.076096 + Penalty 2768.087787 = -547235.988308
  nChanged 2
		SP:Iteration 37Q (19929.300000 sec): 3 clusters
  Score: Raw -550004.623050 + Penalty 2768.087787 = -547236.535263
  nChanged 2
		SP:Iteration 38Q (19929.450000 sec): 3 clusters
  Score: Raw -550004.939617 + Penalty 2768.087787 = -547236.851830
  nChanged 2
		SP:Iteration 39Q (19929.650000 sec): 3 clusters
  Score: Raw -550005.209191 + Penalty 2768.087787 = -547237.121404
  nChanged 3
		SP:Iteration 40F (19929.890000 sec): 3 clusters
  Score: Raw -550006.012911 + Penalty 2768.087787 = -547237.925124
  nChanged 4
		SP:Iteration 41Q (19930.100000 sec): 3 clusters
  Score: Raw -550007.299613 + Penalty 2768.087787 = -547239.211826
  nChanged 6
		SP:Iteration 42Q (19930.280000 sec): 3 clusters
  Score: Raw -550008.791680 + Penalty 2768.087787 = -547240.703893
  nChanged 6
		SP:Iteration 43Q (19930.450000 sec): 3 clusters
  Score: Raw -550010.069441 + Penalty 2768.087787 = -547241.981654
  nChanged 6
		SP:Iteration 44Q (19930.660000 sec): 3 clusters
  Score: Raw -550011.424648 + Penalty 2768.087787 = -547243.336861
  nChanged 2
		SP:Iteration 45Q (19930.910000 sec): 3 clusters
  Score: Raw -550011.803263 + Penalty 2768.087787 = -547243.715475
  nChanged 3
		SP:Iteration 46Q (19931.090000 sec): 3 clusters
  Score: Raw -550012.290083 + Penalty 2768.087787 = -547244.202296
  nChanged 2
		SP:Iteration 47Q (19931.290000 sec): 3 clusters
  Score: Raw -550012.888670 + Penalty 2768.087787 = -547244.800883
  nChanged 1
		SP:Iteration 48Q (19931.470000 sec): 3 clusters
  Score: Raw -550013.197512 + Penalty 2768.087787 = -547245.109725
  nChanged 1
		SP:Iteration 49Q (19931.720000 sec): 3 clusters
  Score: Raw -550013.332903 + Penalty 2768.087787 = -547245.245116
  nChanged 0
		SP:Iteration 50F (19931.870000 sec): 3 clusters
  Score: Raw -550013.332903 + Penalty 2768.087787 = -547245.245116
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19931.980000 sec): 2 clusters
  Score: Raw -1013131.068392 + Penalty 1483.976421 = -1011647.091971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19932.210000 sec): 3 clusters
  Score: Raw -1007868.783329 + Penalty 2967.952842 = -1004900.830487
  nChanged 3950
		SP:Iteration 1F (19932.460000 sec): 3 clusters
  Score: Raw -1010112.301603 + Penalty 2967.952842 = -1007144.348761
  nChanged 667
		SP:Iteration 2F (19932.680000 sec): 3 clusters
  Score: Raw -1010485.377491 + Penalty 2967.952842 = -1007517.424649
  nChanged 660
		SP:Iteration 3F (19932.900000 sec): 3 clusters
  Score: Raw -1010948.529552 + Penalty 2967.952842 = -1007980.576710
  nChanged 628
		SP:Iteration 4F (19933.060000 sec): 3 clusters
  Score: Raw -1011392.300215 + Penalty 2967.952842 = -1008424.347373
  nChanged 584
		SP:Iteration 5F (19933.290000 sec): 3 clusters
  Score: Raw -1011801.478053 + Penalty 2967.952842 = -1008833.525211
  nChanged 508
		SP:Iteration 6F (19933.480000 sec): 3 clusters
  Score: Raw -1012133.394189 + Penalty 2967.952842 = -1009165.441347
  nChanged 382
		SP:Iteration 7Q (19933.710000 sec): 3 clusters
  Score: Raw -1012374.326321 + Penalty 2967.952842 = -1009406.373479
  nChanged 324
		SP:Iteration 8Q (19933.890000 sec): 3 clusters
  Score: Raw -1012562.551651 + Penalty 2967.952842 = -1009594.598809
  nChanged 243
		SP:Iteration 9Q (19934.110000 sec): 3 clusters
  Score: Raw -1012714.647524 + Penalty 2967.952842 = -1009746.694682
  nChanged 217
		SP:Iteration 10Q (19934.380000 sec): 3 clusters
  Score: Raw -1012863.039897 + Penalty 2967.952842 = -1009895.087054
  nChanged 160
		SP:Iteration 11Q (19934.590000 sec): 3 clusters
  Score: Raw -1012975.676576 + Penalty 2967.952842 = -1010007.723734
  nChanged 129
		SP:Iteration 12Q (19934.820000 sec): 3 clusters
  Score: Raw -1013065.276342 + Penalty 2967.952842 = -1010097.323500
  nChanged 94
		SP:Iteration 13Q (19935.060000 sec): 3 clusters
  Score: Raw -1013134.098539 + Penalty 2967.952842 = -1010166.145697
  nChanged 82
		SP:Iteration 14Q (19935.270000 sec): 3 clusters
  Score: Raw -1013203.697344 + Penalty 2967.952842 = -1010235.744502
  nChanged 60
		SP:Iteration 15Q (19935.480000 sec): 3 clusters
  Score: Raw -1013246.642321 + Penalty 2967.952842 = -1010278.689479
  nChanged 40
		SP:Iteration 16Q (19935.690000 sec): 3 clusters
  Score: Raw -1013274.671636 + Penalty 2967.952842 = -1010306.718794
  nChanged 33
		SP:Iteration 17Q (19935.930000 sec): 3 clusters
  Score: Raw -1013298.822475 + Penalty 2967.952842 = -1010330.869633
  nChanged 21
		SP:Iteration 18Q (19936.160000 sec): 3 clusters
  Score: Raw -1013318.941087 + Penalty 2967.952842 = -1010350.988245
  nChanged 28
		SP:Iteration 19Q (19936.350000 sec): 3 clusters
  Score: Raw -1013339.961313 + Penalty 2967.952842 = -1010372.008471
  nChanged 17
		SP:Iteration 20F (19936.570000 sec): 3 clusters
  Score: Raw -1013353.325730 + Penalty 2967.952842 = -1010385.372888
  nChanged 14
		SP:Iteration 21Q (19936.790000 sec): 3 clusters
  Score: Raw -1013363.124666 + Penalty 2967.952842 = -1010395.171824
  nChanged 18
		SP:Iteration 22Q (19937.070000 sec): 3 clusters
  Score: Raw -1013374.148926 + Penalty 2967.952842 = -1010406.196084
  nChanged 10
		SP:Iteration 23Q (19937.250000 sec): 3 clusters
  Score: Raw -1013379.643552 + Penalty 2967.952842 = -1010411.690710
  nChanged 7
		SP:Iteration 24Q (19937.450000 sec): 3 clusters
  Score: Raw -1013383.891035 + Penalty 2967.952842 = -1010415.938193
  nChanged 7
		SP:Iteration 25Q (19937.650000 sec): 3 clusters
  Score: Raw -1013388.434644 + Penalty 2967.952842 = -1010420.481802
  nChanged 8
		SP:Iteration 26Q (19937.860000 sec): 3 clusters
  Score: Raw -1013391.721487 + Penalty 2967.952842 = -1010423.768645
  nChanged 4
		SP:Iteration 27Q (19938.090000 sec): 3 clusters
  Score: Raw -1013393.449711 + Penalty 2967.952842 = -1010425.496869
  nChanged 3
		SP:Iteration 28Q (19938.270000 sec): 3 clusters
  Score: Raw -1013394.909205 + Penalty 2967.952842 = -1010426.956363
  nChanged 1
		SP:Iteration 29Q (19938.470000 sec): 3 clusters
  Score: Raw -1013395.407419 + Penalty 2967.952842 = -1010427.454577
  nChanged 0
		SP:Iteration 30F (19938.710000 sec): 3 clusters
  Score: Raw -1013395.407419 + Penalty 2967.952842 = -1010427.454577
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19938.970000 sec): 2 clusters
  Score: Raw -2982483.690532 + Penalty 1658.396386 = -2980825.294147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19939.270000 sec): 3 clusters
  Score: Raw -2965797.608571 + Penalty 3316.792771 = -2962480.815800
  nChanged 12413
		SP:Iteration 1F (19939.540000 sec): 3 clusters
  Score: Raw -2972807.725778 + Penalty 3316.792771 = -2969490.933007
  nChanged 1297
		SP:Iteration 2Q (19939.910000 sec): 3 clusters
  Score: Raw -2973252.220191 + Penalty 3316.792771 = -2969935.427420
  nChanged 1288
		SP:Iteration 3Q (19940.240000 sec): 3 clusters
  Score: Raw -2973771.890080 + Penalty 3316.792771 = -2970455.097309
  nChanged 1470
		SP:Iteration 4F (19940.520000 sec): 3 clusters
  Score: Raw -2974497.037435 + Penalty 3316.792771 = -2971180.244664
  nChanged 1710
		SP:Iteration 5F (19940.840000 sec): 3 clusters
  Score: Raw -2975519.319392 + Penalty 3316.792771 = -2972202.526621
  nChanged 1860
		SP:Iteration 6F (19941.180000 sec): 3 clusters
  Score: Raw -2976795.307276 + Penalty 3316.792771 = -2973478.514505
  nChanged 1768
		SP:Iteration 7F (19941.460000 sec): 3 clusters
  Score: Raw -2978113.767804 + Penalty 3316.792771 = -2974796.975033
  nChanged 1581
		SP:Iteration 8F (19941.800000 sec): 3 clusters
  Score: Raw -2979388.249668 + Penalty 3316.792771 = -2976071.456897
  nChanged 1245
		SP:Iteration 9Q (19942.120000 sec): 3 clusters
  Score: Raw -2980401.569804 + Penalty 3316.792771 = -2977084.777033
  nChanged 907
		SP:Iteration 10Q (19942.400000 sec): 3 clusters
  Score: Raw -2981066.408717 + Penalty 3316.792771 = -2977749.615946
  nChanged 639
		SP:Iteration 11Q (19942.740000 sec): 3 clusters
  Score: Raw -2981518.900406 + Penalty 3316.792771 = -2978202.107635
  nChanged 450
		SP:Iteration 12Q (19943.080000 sec): 3 clusters
  Score: Raw -2981833.615349 + Penalty 3316.792771 = -2978516.822578
  nChanged 327
		SP:Iteration 13Q (19943.350000 sec): 3 clusters
  Score: Raw -2982040.622042 + Penalty 3316.792771 = -2978723.829271
  nChanged 218
		SP:Iteration 14Q (19943.620000 sec): 3 clusters
  Score: Raw -2982165.210389 + Penalty 3316.792771 = -2978848.417618
  nChanged 166
		SP:Iteration 15Q (19943.900000 sec): 3 clusters
  Score: Raw -2982254.311546 + Penalty 3316.792771 = -2978937.518775
  nChanged 151
		SP:Iteration 16Q (19944.160000 sec): 3 clusters
  Score: Raw -2982338.097157 + Penalty 3316.792771 = -2979021.304386
  nChanged 103
		SP:Iteration 17Q (19944.440000 sec): 3 clusters
  Score: Raw -2982393.259642 + Penalty 3316.792771 = -2979076.466871
  nChanged 106
		SP:Iteration 18Q (19944.760000 sec): 3 clusters
  Score: Raw -2982453.520528 + Penalty 3316.792771 = -2979136.727757
  nChanged 77
		SP:Iteration 19Q (19944.960000 sec): 3 clusters
  Score: Raw -2982501.360520 + Penalty 3316.792771 = -2979184.567749
  nChanged 68
		SP:Iteration 20F (19945.340000 sec): 3 clusters
  Score: Raw -2982545.993400 + Penalty 3316.792771 = -2979229.200629
  nChanged 47
		SP:Iteration 21Q (19945.660000 sec): 3 clusters
  Score: Raw -2982574.322479 + Penalty 3316.792771 = -2979257.529708
  nChanged 47
		SP:Iteration 22Q (19945.980000 sec): 3 clusters
  Score: Raw -2982602.263651 + Penalty 3316.792771 = -2979285.470880
  nChanged 41
		SP:Iteration 23Q (19946.250000 sec): 3 clusters
  Score: Raw -2982626.899329 + Penalty 3316.792771 = -2979310.106557
  nChanged 37
		SP:Iteration 24Q (19946.550000 sec): 3 clusters
  Score: Raw -2982645.906606 + Penalty 3316.792771 = -2979329.113835
  nChanged 22
		SP:Iteration 25Q (19946.890000 sec): 3 clusters
  Score: Raw -2982656.523517 + Penalty 3316.792771 = -2979339.730746
  nChanged 14
		SP:Iteration 26Q (19947.130000 sec): 3 clusters
  Score: Raw -2982665.936721 + Penalty 3316.792771 = -2979349.143950
  nChanged 16
		SP:Iteration 27Q (19947.420000 sec): 3 clusters
  Score: Raw -2982674.744549 + Penalty 3316.792771 = -2979357.951778
  nChanged 11
		SP:Iteration 28Q (19947.720000 sec): 3 clusters
  Score: Raw -2982682.909985 + Penalty 3316.792771 = -2979366.117214
  nChanged 9
		SP:Iteration 29Q (19948.050000 sec): 3 clusters
  Score: Raw -2982688.103774 + Penalty 3316.792771 = -2979371.311003
  nChanged 9
		SP:Iteration 30Q (19948.340000 sec): 3 clusters
  Score: Raw -2982692.963798 + Penalty 3316.792771 = -2979376.171027
  nChanged 11
		SP:Iteration 31Q (19948.680000 sec): 3 clusters
  Score: Raw -2982699.862384 + Penalty 3316.792771 = -2979383.069613
  nChanged 12
		SP:Iteration 32Q (19948.950000 sec): 3 clusters
  Score: Raw -2982706.697956 + Penalty 3316.792771 = -2979389.905185
  nChanged 10
		SP:Iteration 33Q (19949.250000 sec): 3 clusters
  Score: Raw -2982712.259637 + Penalty 3316.792771 = -2979395.466866
  nChanged 7
		SP:Iteration 34Q (19949.500000 sec): 3 clusters
  Score: Raw -2982716.353008 + Penalty 3316.792771 = -2979399.560237
  nChanged 6
		SP:Iteration 35Q (19949.780000 sec): 3 clusters
  Score: Raw -2982721.842051 + Penalty 3316.792771 = -2979405.049280
  nChanged 10
		SP:Iteration 36Q (19950.110000 sec): 3 clusters
  Score: Raw -2982728.913748 + Penalty 3316.792771 = -2979412.120977
  nChanged 8
		SP:Iteration 37Q (19950.390000 sec): 3 clusters
  Score: Raw -2982735.821361 + Penalty 3316.792771 = -2979419.028589
  nChanged 5
		SP:Iteration 38Q (19950.670000 sec): 3 clusters
  Score: Raw -2982738.985261 + Penalty 3316.792771 = -2979422.192490
  nChanged 4
		SP:Iteration 39Q (19950.960000 sec): 3 clusters
  Score: Raw -2982740.931884 + Penalty 3316.792771 = -2979424.139113
  nChanged 5
		SP:Iteration 40F (19951.220000 sec): 3 clusters
  Score: Raw -2982743.651297 + Penalty 3316.792771 = -2979426.858526
  nChanged 4
		SP:Iteration 41Q (19951.500000 sec): 3 clusters
  Score: Raw -2982745.784308 + Penalty 3316.792771 = -2979428.991537
  nChanged 4
		SP:Iteration 42Q (19951.790000 sec): 3 clusters
  Score: Raw -2982748.329546 + Penalty 3316.792771 = -2979431.536775
  nChanged 1
		SP:Iteration 43Q (19952.110000 sec): 3 clusters
  Score: Raw -2982749.084763 + Penalty 3316.792771 = -2979432.291992
  nChanged 4
		SP:Iteration 44Q (19952.430000 sec): 3 clusters
  Score: Raw -2982751.766535 + Penalty 3316.792771 = -2979434.973764
  nChanged 3
		SP:Iteration 45Q (19952.720000 sec): 3 clusters
  Score: Raw -2982753.221199 + Penalty 3316.792771 = -2979436.428428
  nChanged 0
		SP:Iteration 46F (19953.000000 sec): 3 clusters
  Score: Raw -2982753.221199 + Penalty 3316.792771 = -2979436.428428
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19953.110000 sec): 2 clusters
  Score: Raw -430741.696958 + Penalty 1351.478233 = -429390.218725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19953.330000 sec): 3 clusters
  Score: Raw -428696.525170 + Penalty 2702.956466 = -425993.568704
  nChanged 1549
		SP:Iteration 1F (19953.490000 sec): 3 clusters
  Score: Raw -429560.291357 + Penalty 2702.956466 = -426857.334891
  nChanged 322
		SP:Iteration 2F (19953.660000 sec): 3 clusters
  Score: Raw -429748.441941 + Penalty 2702.956466 = -427045.485474
  nChanged 242
		SP:Iteration 3F (19953.840000 sec): 3 clusters
  Score: Raw -429900.847207 + Penalty 2702.956466 = -427197.890741
  nChanged 213
		SP:Iteration 4F (19953.970000 sec): 3 clusters
  Score: Raw -430043.824833 + Penalty 2702.956466 = -427340.868367
  nChanged 199
		SP:Iteration 5Q (19954.160000 sec): 3 clusters
  Score: Raw -430186.504534 + Penalty 2702.956466 = -427483.548068
  nChanged 202
		SP:Iteration 6Q (19954.360000 sec): 3 clusters
  Score: Raw -430346.475623 + Penalty 2702.956466 = -427643.519157
  nChanged 189
		SP:Iteration 7Q (19954.550000 sec): 3 clusters
  Score: Raw -430488.025593 + Penalty 2702.956466 = -427785.069127
  nChanged 172
		SP:Iteration 8Q (19954.770000 sec): 3 clusters
  Score: Raw -430608.762305 + Penalty 2702.956466 = -427905.805838
  nChanged 155
		SP:Iteration 9Q (19954.930000 sec): 3 clusters
  Score: Raw -430708.227791 + Penalty 2702.956466 = -428005.271324
  nChanged 100
		SP:Iteration 10Q (19955.170000 sec): 3 clusters
  Score: Raw -430774.077853 + Penalty 2702.956466 = -428071.121386
  nChanged 86
		SP:Iteration 11Q (19955.330000 sec): 3 clusters
  Score: Raw -430830.124215 + Penalty 2702.956466 = -428127.167749
  nChanged 72
		SP:Iteration 12Q (19955.510000 sec): 3 clusters
  Score: Raw -430876.872537 + Penalty 2702.956466 = -428173.916071
  nChanged 51
		SP:Iteration 13Q (19955.690000 sec): 3 clusters
  Score: Raw -430904.215308 + Penalty 2702.956466 = -428201.258842
  nChanged 42
		SP:Iteration 14Q (19955.920000 sec): 3 clusters
  Score: Raw -430924.548541 + Penalty 2702.956466 = -428221.592075
  nChanged 34
		SP:Iteration 15Q (19956.070000 sec): 3 clusters
  Score: Raw -430940.760913 + Penalty 2702.956466 = -428237.804446
  nChanged 25
		SP:Iteration 16Q (19956.290000 sec): 3 clusters
  Score: Raw -430950.118639 + Penalty 2702.956466 = -428247.162172
  nChanged 19
		SP:Iteration 17Q (19956.470000 sec): 3 clusters
  Score: Raw -430959.246207 + Penalty 2702.956466 = -428256.289741
  nChanged 15
		SP:Iteration 18Q (19956.670000 sec): 3 clusters
  Score: Raw -430968.271961 + Penalty 2702.956466 = -428265.315495
  nChanged 23
		SP:Iteration 19Q (19956.850000 sec): 3 clusters
  Score: Raw -430980.562120 + Penalty 2702.956466 = -428277.605654
  nChanged 15
		SP:Iteration 20F (19957.010000 sec): 3 clusters
  Score: Raw -430987.762615 + Penalty 2702.956466 = -428284.806149
  nChanged 14
		SP:Iteration 21Q (19957.250000 sec): 3 clusters
  Score: Raw -430994.780267 + Penalty 2702.956466 = -428291.823801
  nChanged 12
		SP:Iteration 22Q (19957.430000 sec): 3 clusters
  Score: Raw -431000.446356 + Penalty 2702.956466 = -428297.489890
  nChanged 11
		SP:Iteration 23Q (19957.620000 sec): 3 clusters
  Score: Raw -431005.184291 + Penalty 2702.956466 = -428302.227825
  nChanged 9
		SP:Iteration 24Q (19957.760000 sec): 3 clusters
  Score: Raw -431008.795956 + Penalty 2702.956466 = -428305.839490
  nChanged 9
		SP:Iteration 25Q (19957.940000 sec): 3 clusters
  Score: Raw -431011.505326 + Penalty 2702.956466 = -428308.548859
  nChanged 9
		SP:Iteration 26Q (19958.080000 sec): 3 clusters
  Score: Raw -431015.803066 + Penalty 2702.956466 = -428312.846600
  nChanged 4
		SP:Iteration 27Q (19958.240000 sec): 3 clusters
  Score: Raw -431017.514380 + Penalty 2702.956466 = -428314.557914
  nChanged 4
		SP:Iteration 28Q (19958.460000 sec): 3 clusters
  Score: Raw -431018.514453 + Penalty 2702.956466 = -428315.557987
  nChanged 2
		SP:Iteration 29Q (19958.650000 sec): 3 clusters
  Score: Raw -431019.200846 + Penalty 2702.956466 = -428316.244380
  nChanged 2
		SP:Iteration 30Q (19958.870000 sec): 3 clusters
  Score: Raw -431020.335151 + Penalty 2702.956466 = -428317.378684
  nChanged 7
		SP:Iteration 31Q (19959.070000 sec): 3 clusters
  Score: Raw -431023.142684 + Penalty 2702.956466 = -428320.186218
  nChanged 1
		SP:Iteration 32Q (19959.210000 sec): 3 clusters
  Score: Raw -431023.601666 + Penalty 2702.956466 = -428320.645200
  nChanged 0
		SP:Iteration 33F (19959.430000 sec): 3 clusters
  Score: Raw -431023.601666 + Penalty 2702.956466 = -428320.645200
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19959.540000 sec): 2 clusters
  Score: Raw -590852.450757 + Penalty 1393.267123 = -589459.183634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19959.770000 sec): 3 clusters
  Score: Raw -588100.381988 + Penalty 2786.534246 = -585313.847742
  nChanged 2134
		SP:Iteration 1F (19959.940000 sec): 3 clusters
  Score: Raw -589356.168897 + Penalty 2786.534246 = -586569.634651
  nChanged 383
		SP:Iteration 2F (19960.180000 sec): 3 clusters
  Score: Raw -589541.643341 + Penalty 2786.534246 = -586755.109095
  nChanged 245
		SP:Iteration 3Q (19960.380000 sec): 3 clusters
  Score: Raw -589633.428553 + Penalty 2786.534246 = -586846.894307
  nChanged 156
		SP:Iteration 4Q (19960.570000 sec): 3 clusters
  Score: Raw -589683.261753 + Penalty 2786.534246 = -586896.727507
  nChanged 111
		SP:Iteration 5Q (19960.810000 sec): 3 clusters
  Score: Raw -589722.655945 + Penalty 2786.534246 = -586936.121699
  nChanged 87
		SP:Iteration 6Q (19961.000000 sec): 3 clusters
  Score: Raw -589748.670332 + Penalty 2786.534246 = -586962.136086
  nChanged 72
		SP:Iteration 7Q (19961.170000 sec): 3 clusters
  Score: Raw -589768.042448 + Penalty 2786.534246 = -586981.508202
  nChanged 70
		SP:Iteration 8Q (19961.390000 sec): 3 clusters
  Score: Raw -589786.916613 + Penalty 2786.534246 = -587000.382367
  nChanged 63
		SP:Iteration 9Q (19961.590000 sec): 3 clusters
  Score: Raw -589801.824896 + Penalty 2786.534246 = -587015.290650
  nChanged 59
		SP:Iteration 10Q (19961.810000 sec): 3 clusters
  Score: Raw -589814.709495 + Penalty 2786.534246 = -587028.175249
  nChanged 52
		SP:Iteration 11Q (19962.010000 sec): 3 clusters
  Score: Raw -589829.194121 + Penalty 2786.534246 = -587042.659875
  nChanged 56
		SP:Iteration 12Q (19962.210000 sec): 3 clusters
  Score: Raw -589845.340918 + Penalty 2786.534246 = -587058.806672
  nChanged 56
		SP:Iteration 13Q (19962.440000 sec): 3 clusters
  Score: Raw -589859.388234 + Penalty 2786.534246 = -587072.853988
  nChanged 59
		SP:Iteration 14Q (19962.610000 sec): 3 clusters
  Score: Raw -589875.990717 + Penalty 2786.534246 = -587089.456471
  nChanged 68
		SP:Iteration 15Q (19962.840000 sec): 3 clusters
  Score: Raw -589901.269510 + Penalty 2786.534246 = -587114.735264
  nChanged 91
		SP:Iteration 16Q (19963.090000 sec): 3 clusters
  Score: Raw -589933.134006 + Penalty 2786.534246 = -587146.599760
  nChanged 89
		SP:Iteration 17Q (19963.250000 sec): 3 clusters
  Score: Raw -589966.572707 + Penalty 2786.534246 = -587180.038461
  nChanged 104
		SP:Iteration 18Q (19963.450000 sec): 3 clusters
  Score: Raw -590013.587626 + Penalty 2786.534246 = -587227.053380
  nChanged 127
		SP:Iteration 19Q (19963.650000 sec): 3 clusters
  Score: Raw -590072.168412 + Penalty 2786.534246 = -587285.634166
  nChanged 131
		SP:Iteration 20F (19963.910000 sec): 3 clusters
  Score: Raw -590130.823732 + Penalty 2786.534246 = -587344.289486
  nChanged 131
		SP:Iteration 21Q (19964.070000 sec): 3 clusters
  Score: Raw -590198.888768 + Penalty 2786.534246 = -587412.354522
  nChanged 126
		SP:Iteration 22Q (19964.290000 sec): 3 clusters
  Score: Raw -590268.444879 + Penalty 2786.534246 = -587481.910633
  nChanged 120
		SP:Iteration 23Q (19964.470000 sec): 3 clusters
  Score: Raw -590340.953880 + Penalty 2786.534246 = -587554.419634
  nChanged 111
		SP:Iteration 24Q (19964.670000 sec): 3 clusters
  Score: Raw -590411.760646 + Penalty 2786.534246 = -587625.226400
  nChanged 118
		SP:Iteration 25Q (19964.880000 sec): 3 clusters
  Score: Raw -590483.417069 + Penalty 2786.534246 = -587696.882824
  nChanged 109
		SP:Iteration 26Q (19965.070000 sec): 3 clusters
  Score: Raw -590557.007872 + Penalty 2786.534246 = -587770.473626
  nChanged 105
		SP:Iteration 27Q (19965.250000 sec): 3 clusters
  Score: Raw -590619.885348 + Penalty 2786.534246 = -587833.351103
  nChanged 101
		SP:Iteration 28Q (19965.460000 sec): 3 clusters
  Score: Raw -590680.110686 + Penalty 2786.534246 = -587893.576440
  nChanged 80
		SP:Iteration 29Q (19965.640000 sec): 3 clusters
  Score: Raw -590727.158098 + Penalty 2786.534246 = -587940.623852
  nChanged 58
		SP:Iteration 30Q (19965.840000 sec): 3 clusters
  Score: Raw -590760.236640 + Penalty 2786.534246 = -587973.702394
  nChanged 50
		SP:Iteration 31Q (19966.030000 sec): 3 clusters
  Score: Raw -590794.304795 + Penalty 2786.534246 = -588007.770549
  nChanged 62
		SP:Iteration 32Q (19966.200000 sec): 3 clusters
  Score: Raw -590834.741441 + Penalty 2786.534246 = -588048.207195
  nChanged 41
		SP:Iteration 33Q (19966.410000 sec): 3 clusters
  Score: Raw -590862.033789 + Penalty 2786.534246 = -588075.499544
  nChanged 38
		SP:Iteration 34Q (19966.610000 sec): 3 clusters
  Score: Raw -590885.213627 + Penalty 2786.534246 = -588098.679381
  nChanged 25
		SP:Iteration 35Q (19966.820000 sec): 3 clusters
  Score: Raw -590896.359373 + Penalty 2786.534246 = -588109.825128
  nChanged 21
		SP:Iteration 36Q (19967.000000 sec): 3 clusters
  Score: Raw -590906.796442 + Penalty 2786.534246 = -588120.262196
  nChanged 23
		SP:Iteration 37Q (19967.200000 sec): 3 clusters
  Score: Raw -590916.488706 + Penalty 2786.534246 = -588129.954461
  nChanged 23
		SP:Iteration 38Q (19967.410000 sec): 3 clusters
  Score: Raw -590933.136013 + Penalty 2786.534246 = -588146.601767
  nChanged 32
		SP:Iteration 39Q (19967.600000 sec): 3 clusters
  Score: Raw -590958.249338 + Penalty 2786.534246 = -588171.715093
  nChanged 25
		SP:Iteration 40F (19967.790000 sec): 3 clusters
  Score: Raw -590974.657008 + Penalty 2786.534246 = -588188.122762
  nChanged 27
		SP:Iteration 41Q (19968.030000 sec): 3 clusters
  Score: Raw -590990.287005 + Penalty 2786.534246 = -588203.752759
  nChanged 17
		SP:Iteration 42Q (19968.250000 sec): 3 clusters
  Score: Raw -591005.258361 + Penalty 2786.534246 = -588218.724115
  nChanged 17
		SP:Iteration 43Q (19968.450000 sec): 3 clusters
  Score: Raw -591014.279651 + Penalty 2786.534246 = -588227.745405
  nChanged 12
		SP:Iteration 44Q (19968.630000 sec): 3 clusters
  Score: Raw -591019.840628 + Penalty 2786.534246 = -588233.306383
  nChanged 9
		SP:Iteration 45Q (19968.820000 sec): 3 clusters
  Score: Raw -591025.412253 + Penalty 2786.534246 = -588238.878007
  nChanged 2
		SP:Iteration 46Q (19969.000000 sec): 3 clusters
  Score: Raw -591026.390113 + Penalty 2786.534246 = -588239.855867
  nChanged 0
		SP:Iteration 47F (19969.180000 sec): 3 clusters
  Score: Raw -591026.390113 + Penalty 2786.534246 = -588239.855867
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19969.290000 sec): 2 clusters
  Score: Raw -363480.182143 + Penalty 1325.386290 = -362154.795853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19969.480000 sec): 3 clusters
  Score: Raw -361873.731600 + Penalty 2650.772580 = -359222.959020
  nChanged 1340
		SP:Iteration 1F (19969.640000 sec): 3 clusters
  Score: Raw -362845.354411 + Penalty 2650.772580 = -360194.581831
  nChanged 311
		SP:Iteration 2F (19969.840000 sec): 3 clusters
  Score: Raw -363189.789340 + Penalty 2650.772580 = -360539.016760
  nChanged 256
		SP:Iteration 3F (19970.010000 sec): 3 clusters
  Score: Raw -363426.499272 + Penalty 2650.772580 = -360775.726692
  nChanged 213
		SP:Iteration 4F (19970.170000 sec): 3 clusters
  Score: Raw -363582.482308 + Penalty 2650.772580 = -360931.709728
  nChanged 162
		SP:Iteration 5Q (19970.360000 sec): 3 clusters
  Score: Raw -363714.976280 + Penalty 2650.772580 = -361064.203700
  nChanged 153
		SP:Iteration 6Q (19970.510000 sec): 3 clusters
  Score: Raw -363817.698960 + Penalty 2650.772580 = -361166.926380
  nChanged 111
		SP:Iteration 7Q (19970.730000 sec): 3 clusters
  Score: Raw -363884.503658 + Penalty 2650.772580 = -361233.731078
  nChanged 84
		SP:Iteration 8Q (19970.890000 sec): 3 clusters
  Score: Raw -363927.879479 + Penalty 2650.772580 = -361277.106899
  nChanged 77
		SP:Iteration 9Q (19971.070000 sec): 3 clusters
  Score: Raw -363973.301150 + Penalty 2650.772580 = -361322.528570
  nChanged 64
		SP:Iteration 10Q (19971.290000 sec): 3 clusters
  Score: Raw -364004.288492 + Penalty 2650.772580 = -361353.515912
  nChanged 48
		SP:Iteration 11Q (19971.480000 sec): 3 clusters
  Score: Raw -364026.901088 + Penalty 2650.772580 = -361376.128508
  nChanged 37
		SP:Iteration 12Q (19971.650000 sec): 3 clusters
  Score: Raw -364047.563038 + Penalty 2650.772580 = -361396.790458
  nChanged 30
		SP:Iteration 13Q (19971.840000 sec): 3 clusters
  Score: Raw -364058.563795 + Penalty 2650.772580 = -361407.791215
  nChanged 20
		SP:Iteration 14Q (19972.060000 sec): 3 clusters
  Score: Raw -364068.141088 + Penalty 2650.772580 = -361417.368508
  nChanged 22
		SP:Iteration 15Q (19972.220000 sec): 3 clusters
  Score: Raw -364077.655616 + Penalty 2650.772580 = -361426.883036
  nChanged 15
		SP:Iteration 16Q (19972.400000 sec): 3 clusters
  Score: Raw -364084.750107 + Penalty 2650.772580 = -361433.977527
  nChanged 22
		SP:Iteration 17Q (19972.550000 sec): 3 clusters
  Score: Raw -364094.630031 + Penalty 2650.772580 = -361443.857451
  nChanged 22
		SP:Iteration 18Q (19972.730000 sec): 3 clusters
  Score: Raw -364102.855324 + Penalty 2650.772580 = -361452.082744
  nChanged 21
		SP:Iteration 19Q (19972.910000 sec): 3 clusters
  Score: Raw -364115.066346 + Penalty 2650.772580 = -361464.293766
  nChanged 23
		SP:Iteration 20F (19973.100000 sec): 3 clusters
  Score: Raw -364127.761102 + Penalty 2650.772580 = -361476.988521
  nChanged 20
		SP:Iteration 21Q (19973.300000 sec): 3 clusters
  Score: Raw -364134.410929 + Penalty 2650.772580 = -361483.638349
  nChanged 16
		SP:Iteration 22Q (19973.490000 sec): 3 clusters
  Score: Raw -364141.256907 + Penalty 2650.772580 = -361490.484326
  nChanged 12
		SP:Iteration 23Q (19973.620000 sec): 3 clusters
  Score: Raw -364152.422773 + Penalty 2650.772580 = -361501.650193
  nChanged 16
		SP:Iteration 24Q (19973.770000 sec): 3 clusters
  Score: Raw -364161.792934 + Penalty 2650.772580 = -361511.020354
  nChanged 24
		SP:Iteration 25Q (19973.980000 sec): 3 clusters
  Score: Raw -364171.699831 + Penalty 2650.772580 = -361520.927251
  nChanged 22
		SP:Iteration 26Q (19974.160000 sec): 3 clusters
  Score: Raw -364186.236085 + Penalty 2650.772580 = -361535.463505
  nChanged 23
		SP:Iteration 27Q (19974.360000 sec): 3 clusters
  Score: Raw -364197.485282 + Penalty 2650.772580 = -361546.712702
  nChanged 19
		SP:Iteration 28Q (19974.570000 sec): 3 clusters
  Score: Raw -364211.424551 + Penalty 2650.772580 = -361560.651971
  nChanged 30
		SP:Iteration 29Q (19974.720000 sec): 3 clusters
  Score: Raw -364229.580902 + Penalty 2650.772580 = -361578.808322
  nChanged 23
		SP:Iteration 30Q (19974.910000 sec): 3 clusters
  Score: Raw -364243.367117 + Penalty 2650.772580 = -361592.594537
  nChanged 24
		SP:Iteration 31Q (19975.090000 sec): 3 clusters
  Score: Raw -364254.548994 + Penalty 2650.772580 = -361603.776413
  nChanged 17
		SP:Iteration 32Q (19975.260000 sec): 3 clusters
  Score: Raw -364261.712550 + Penalty 2650.772580 = -361610.939970
  nChanged 11
		SP:Iteration 33Q (19975.410000 sec): 3 clusters
  Score: Raw -364266.541440 + Penalty 2650.772580 = -361615.768859
  nChanged 8
		SP:Iteration 34Q (19975.620000 sec): 3 clusters
  Score: Raw -364269.476506 + Penalty 2650.772580 = -361618.703926
  nChanged 6
		SP:Iteration 35Q (19975.820000 sec): 3 clusters
  Score: Raw -364273.405516 + Penalty 2650.772580 = -361622.632936
  nChanged 9
		SP:Iteration 36Q (19976.020000 sec): 3 clusters
  Score: Raw -364279.579190 + Penalty 2650.772580 = -361628.806610
  nChanged 5
		SP:Iteration 37Q (19976.240000 sec): 3 clusters
  Score: Raw -364282.135769 + Penalty 2650.772580 = -361631.363189
  nChanged 6
		SP:Iteration 38Q (19976.460000 sec): 3 clusters
  Score: Raw -364286.905648 + Penalty 2650.772580 = -361636.133068
  nChanged 7
		SP:Iteration 39Q (19976.640000 sec): 3 clusters
  Score: Raw -364291.671800 + Penalty 2650.772580 = -361640.899220
  nChanged 3
		SP:Iteration 40F (19976.850000 sec): 3 clusters
  Score: Raw -364292.899028 + Penalty 2650.772580 = -361642.126448
  nChanged 2
		SP:Iteration 41Q (19977.030000 sec): 3 clusters
  Score: Raw -364293.359806 + Penalty 2650.772580 = -361642.587226
  nChanged 2
		SP:Iteration 42Q (19977.200000 sec): 3 clusters
  Score: Raw -364293.732039 + Penalty 2650.772580 = -361642.959459
  nChanged 2
		SP:Iteration 43Q (19977.390000 sec): 3 clusters
  Score: Raw -364294.333483 + Penalty 2650.772580 = -361643.560903
  nChanged 1
		SP:Iteration 44Q (19977.540000 sec): 3 clusters
  Score: Raw -364294.543411 + Penalty 2650.772580 = -361643.770831
  nChanged 0
		SP:Iteration 45F (19977.720000 sec): 3 clusters
  Score: Raw -364294.543411 + Penalty 2650.772580 = -361643.770831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19977.870000 sec): 2 clusters
  Score: Raw -1121963.505291 + Penalty 1496.143174 = -1120467.362118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19978.080000 sec): 3 clusters
  Score: Raw -1116287.529257 + Penalty 2992.286347 = -1113295.242909
  nChanged 4309
		SP:Iteration 1F (19978.300000 sec): 3 clusters
  Score: Raw -1118672.834512 + Penalty 2992.286347 = -1115680.548164
  nChanged 634
		SP:Iteration 2F (19978.500000 sec): 3 clusters
  Score: Raw -1118951.513074 + Penalty 2992.286347 = -1115959.226727
  nChanged 478
		SP:Iteration 3Q (19978.720000 sec): 3 clusters
  Score: Raw -1119146.332785 + Penalty 2992.286347 = -1116154.046438
  nChanged 413
		SP:Iteration 4Q (19978.960000 sec): 3 clusters
  Score: Raw -1119302.175191 + Penalty 2992.286347 = -1116309.888844
  nChanged 389
		SP:Iteration 5Q (19979.190000 sec): 3 clusters
  Score: Raw -1119460.492529 + Penalty 2992.286347 = -1116468.206182
  nChanged 382
		SP:Iteration 6Q (19979.420000 sec): 3 clusters
  Score: Raw -1119615.250892 + Penalty 2992.286347 = -1116622.964544
  nChanged 374
		SP:Iteration 7Q (19979.670000 sec): 3 clusters
  Score: Raw -1119778.499045 + Penalty 2992.286347 = -1116786.212698
  nChanged 378
		SP:Iteration 8Q (19979.880000 sec): 3 clusters
  Score: Raw -1119957.163255 + Penalty 2992.286347 = -1116964.876908
  nChanged 362
		SP:Iteration 9Q (19980.130000 sec): 3 clusters
  Score: Raw -1120130.646054 + Penalty 2992.286347 = -1117138.359706
  nChanged 362
		SP:Iteration 10Q (19980.350000 sec): 3 clusters
  Score: Raw -1120301.748810 + Penalty 2992.286347 = -1117309.462463
  nChanged 334
		SP:Iteration 11Q (19980.610000 sec): 3 clusters
  Score: Raw -1120482.015296 + Penalty 2992.286347 = -1117489.728948
  nChanged 333
		SP:Iteration 12Q (19980.790000 sec): 3 clusters
  Score: Raw -1120691.080700 + Penalty 2992.286347 = -1117698.794353
  nChanged 334
		SP:Iteration 13Q (19981.010000 sec): 3 clusters
  Score: Raw -1120917.430037 + Penalty 2992.286347 = -1117925.143689
  nChanged 308
		SP:Iteration 14Q (19981.270000 sec): 3 clusters
  Score: Raw -1121159.534949 + Penalty 2992.286347 = -1118167.248602
  nChanged 305
		SP:Iteration 15Q (19981.490000 sec): 3 clusters
  Score: Raw -1121422.228887 + Penalty 2992.286347 = -1118429.942539
  nChanged 270
		SP:Iteration 16Q (19981.710000 sec): 3 clusters
  Score: Raw -1121679.120554 + Penalty 2992.286347 = -1118686.834207
  nChanged 218
		SP:Iteration 17Q (19981.960000 sec): 3 clusters
  Score: Raw -1121886.020998 + Penalty 2992.286347 = -1118893.734651
  nChanged 158
		SP:Iteration 18Q (19982.180000 sec): 3 clusters
  Score: Raw -1122033.487893 + Penalty 2992.286347 = -1119041.201546
  nChanged 116
		SP:Iteration 19Q (19982.380000 sec): 3 clusters
  Score: Raw -1122129.269994 + Penalty 2992.286347 = -1119136.983647
  nChanged 82
		SP:Iteration 20F (19982.630000 sec): 3 clusters
  Score: Raw -1122194.359959 + Penalty 2992.286347 = -1119202.073612
  nChanged 59
		SP:Iteration 21Q (19982.880000 sec): 3 clusters
  Score: Raw -1122247.029060 + Penalty 2992.286347 = -1119254.742713
  nChanged 48
		SP:Iteration 22Q (19983.110000 sec): 3 clusters
  Score: Raw -1122283.386874 + Penalty 2992.286347 = -1119291.100526
  nChanged 41
		SP:Iteration 23Q (19983.300000 sec): 3 clusters
  Score: Raw -1122319.011282 + Penalty 2992.286347 = -1119326.724934
  nChanged 25
		SP:Iteration 24Q (19983.500000 sec): 3 clusters
  Score: Raw -1122342.101276 + Penalty 2992.286347 = -1119349.814929
  nChanged 29
		SP:Iteration 25Q (19983.700000 sec): 3 clusters
  Score: Raw -1122366.744871 + Penalty 2992.286347 = -1119374.458524
  nChanged 29
		SP:Iteration 26Q (19983.910000 sec): 3 clusters
  Score: Raw -1122387.918249 + Penalty 2992.286347 = -1119395.631902
  nChanged 22
		SP:Iteration 27Q (19984.110000 sec): 3 clusters
  Score: Raw -1122397.688498 + Penalty 2992.286347 = -1119405.402151
  nChanged 11
		SP:Iteration 28Q (19984.290000 sec): 3 clusters
  Score: Raw -1122402.157281 + Penalty 2992.286347 = -1119409.870933
  nChanged 6
		SP:Iteration 29Q (19984.510000 sec): 3 clusters
  Score: Raw -1122405.122468 + Penalty 2992.286347 = -1119412.836121
  nChanged 4
		SP:Iteration 30Q (19984.750000 sec): 3 clusters
  Score: Raw -1122407.250394 + Penalty 2992.286347 = -1119414.964047
  nChanged 5
		SP:Iteration 31Q (19984.910000 sec): 3 clusters
  Score: Raw -1122411.227237 + Penalty 2992.286347 = -1119418.940889
  nChanged 6
		SP:Iteration 32Q (19985.110000 sec): 3 clusters
  Score: Raw -1122414.237944 + Penalty 2992.286347 = -1119421.951597
  nChanged 5
		SP:Iteration 33Q (19985.340000 sec): 3 clusters
  Score: Raw -1122417.828927 + Penalty 2992.286347 = -1119425.542580
  nChanged 5
		SP:Iteration 34Q (19985.550000 sec): 3 clusters
  Score: Raw -1122420.389787 + Penalty 2992.286347 = -1119428.103440
  nChanged 8
		SP:Iteration 35Q (19985.760000 sec): 3 clusters
  Score: Raw -1122423.239879 + Penalty 2992.286347 = -1119430.953532
  nChanged 5
		SP:Iteration 36Q (19986.000000 sec): 3 clusters
  Score: Raw -1122424.847453 + Penalty 2992.286347 = -1119432.561106
  nChanged 1
		SP:Iteration 37Q (19986.200000 sec): 3 clusters
  Score: Raw -1122425.240807 + Penalty 2992.286347 = -1119432.954459
  nChanged 0
		SP:Iteration 38F (19986.410000 sec): 3 clusters
  Score: Raw -1122425.240807 + Penalty 2992.286347 = -1119432.954459
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (9966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19986.540000 sec): 2 clusters
  Score: Raw -1045132.025808 + Penalty 1496.126869 = -1043635.898939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19986.760000 sec): 3 clusters
  Score: Raw -1039446.121473 + Penalty 2992.253738 = -1036453.867735
  nChanged 4326
		SP:Iteration 1F (19986.980000 sec): 3 clusters
  Score: Raw -1041839.857188 + Penalty 2992.253738 = -1038847.603450
  nChanged 657
		SP:Iteration 2F (19987.200000 sec): 3 clusters
  Score: Raw -1042124.421238 + Penalty 2992.253738 = -1039132.167500
  nChanged 499
		SP:Iteration 3F (19987.360000 sec): 3 clusters
  Score: Raw -1042328.745595 + Penalty 2992.253738 = -1039336.491857
  nChanged 435
		SP:Iteration 4Q (19987.530000 sec): 3 clusters
  Score: Raw -1042526.119993 + Penalty 2992.253738 = -1039533.866255
  nChanged 463
		SP:Iteration 5Q (19987.760000 sec): 3 clusters
  Score: Raw -1042759.873306 + Penalty 2992.253738 = -1039767.619568
  nChanged 488
		SP:Iteration 6Q (19987.960000 sec): 3 clusters
  Score: Raw -1043039.489477 + Penalty 2992.253738 = -1040047.235739
  nChanged 525
		SP:Iteration 7F (19988.170000 sec): 3 clusters
  Score: Raw -1043370.368679 + Penalty 2992.253738 = -1040378.114941
  nChanged 537
		SP:Iteration 8F (19988.390000 sec): 3 clusters
  Score: Raw -1043752.151867 + Penalty 2992.253738 = -1040759.898129
  nChanged 506
		SP:Iteration 9F (19988.590000 sec): 3 clusters
  Score: Raw -1044086.157959 + Penalty 2992.253738 = -1041093.904221
  nChanged 417
		SP:Iteration 10Q (19988.840000 sec): 3 clusters
  Score: Raw -1044375.386825 + Penalty 2992.253738 = -1041383.133087
  nChanged 358
		SP:Iteration 11Q (19989.070000 sec): 3 clusters
  Score: Raw -1044598.088590 + Penalty 2992.253738 = -1041605.834851
  nChanged 270
		SP:Iteration 12Q (19989.280000 sec): 3 clusters
  Score: Raw -1044770.839473 + Penalty 2992.253738 = -1041778.585735
  nChanged 224
		SP:Iteration 13Q (19989.530000 sec): 3 clusters
  Score: Raw -1044919.609622 + Penalty 2992.253738 = -1041927.355884
  nChanged 182
		SP:Iteration 14Q (19989.760000 sec): 3 clusters
  Score: Raw -1045031.843177 + Penalty 2992.253738 = -1042039.589439
  nChanged 133
		SP:Iteration 15Q (19989.990000 sec): 3 clusters
  Score: Raw -1045099.130708 + Penalty 2992.253738 = -1042106.876970
  nChanged 80
		SP:Iteration 16Q (19990.190000 sec): 3 clusters
  Score: Raw -1045143.944591 + Penalty 2992.253738 = -1042151.690853
  nChanged 79
		SP:Iteration 17Q (19990.460000 sec): 3 clusters
  Score: Raw -1045199.715349 + Penalty 2992.253738 = -1042207.461611
  nChanged 64
		SP:Iteration 18Q (19990.640000 sec): 3 clusters
  Score: Raw -1045239.436009 + Penalty 2992.253738 = -1042247.182271
  nChanged 56
		SP:Iteration 19Q (19990.860000 sec): 3 clusters
  Score: Raw -1045281.732346 + Penalty 2992.253738 = -1042289.478608
  nChanged 43
		SP:Iteration 20F (19991.070000 sec): 3 clusters
  Score: Raw -1045311.901192 + Penalty 2992.253738 = -1042319.647454
  nChanged 30
		SP:Iteration 21Q (19991.250000 sec): 3 clusters
  Score: Raw -1045330.489964 + Penalty 2992.253738 = -1042338.236226
  nChanged 18
		SP:Iteration 22Q (19991.450000 sec): 3 clusters
  Score: Raw -1045341.639401 + Penalty 2992.253738 = -1042349.385663
  nChanged 17
		SP:Iteration 23Q (19991.640000 sec): 3 clusters
  Score: Raw -1045354.046503 + Penalty 2992.253738 = -1042361.792765
  nChanged 15
		SP:Iteration 24Q (19991.850000 sec): 3 clusters
  Score: Raw -1045361.407477 + Penalty 2992.253738 = -1042369.153739
  nChanged 13
		SP:Iteration 25Q (19992.030000 sec): 3 clusters
  Score: Raw -1045367.703391 + Penalty 2992.253738 = -1042375.449653
  nChanged 10
		SP:Iteration 26Q (19992.250000 sec): 3 clusters
  Score: Raw -1045376.503389 + Penalty 2992.253738 = -1042384.249651
  nChanged 12
		SP:Iteration 27Q (19992.520000 sec): 3 clusters
  Score: Raw -1045385.154272 + Penalty 2992.253738 = -1042392.900533
  nChanged 4
		SP:Iteration 28Q (19992.700000 sec): 3 clusters
  Score: Raw -1045387.533355 + Penalty 2992.253738 = -1042395.279617
  nChanged 4
		SP:Iteration 29Q (19992.930000 sec): 3 clusters
  Score: Raw -1045392.543962 + Penalty 2992.253738 = -1042400.290224
  nChanged 3
		SP:Iteration 30Q (19993.120000 sec): 3 clusters
  Score: Raw -1045394.660487 + Penalty 2992.253738 = -1042402.406749
  nChanged 3
		SP:Iteration 31Q (19993.390000 sec): 3 clusters
  Score: Raw -1045395.898992 + Penalty 2992.253738 = -1042403.645254
  nChanged 2
		SP:Iteration 32Q (19993.600000 sec): 3 clusters
  Score: Raw -1045396.930677 + Penalty 2992.253738 = -1042404.676939
  nChanged 0
		SP:Iteration 33F (19993.840000 sec): 3 clusters
  Score: Raw -1045396.930677 + Penalty 2992.253738 = -1042404.676939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19993.980000 sec): 2 clusters
  Score: Raw -952214.131554 + Penalty 1482.936389 = -950731.195164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19994.170000 sec): 3 clusters
  Score: Raw -946970.865907 + Penalty 2965.872779 = -944004.993129
  nChanged 4059
		SP:Iteration 1F (19994.420000 sec): 3 clusters
  Score: Raw -949346.881405 + Penalty 2965.872779 = -946381.008626
  nChanged 679
		SP:Iteration 2F (19994.610000 sec): 3 clusters
  Score: Raw -949791.422031 + Penalty 2965.872779 = -946825.549253
  nChanged 594
		SP:Iteration 3F (19994.860000 sec): 3 clusters
  Score: Raw -950209.109599 + Penalty 2965.872779 = -947243.236820
  nChanged 593
		SP:Iteration 4F (19995.140000 sec): 3 clusters
  Score: Raw -950652.721793 + Penalty 2965.872779 = -947686.849014
  nChanged 559
		SP:Iteration 5F (19995.370000 sec): 3 clusters
  Score: Raw -951035.366551 + Penalty 2965.872779 = -948069.493772
  nChanged 467
		SP:Iteration 6F (19995.600000 sec): 3 clusters
  Score: Raw -951331.988716 + Penalty 2965.872779 = -948366.115937
  nChanged 423
		SP:Iteration 7Q (19995.810000 sec): 3 clusters
  Score: Raw -951581.656420 + Penalty 2965.872779 = -948615.783641
  nChanged 376
		SP:Iteration 8Q (19996.040000 sec): 3 clusters
  Score: Raw -951805.435677 + Penalty 2965.872779 = -948839.562899
  nChanged 285
		SP:Iteration 9Q (19996.230000 sec): 3 clusters
  Score: Raw -951940.324080 + Penalty 2965.872779 = -948974.451301
  nChanged 214
		SP:Iteration 10Q (19996.420000 sec): 3 clusters
  Score: Raw -952015.976905 + Penalty 2965.872779 = -949050.104126
  nChanged 162
		SP:Iteration 11Q (19996.630000 sec): 3 clusters
  Score: Raw -952069.909191 + Penalty 2965.872779 = -949104.036412
  nChanged 131
		SP:Iteration 12Q (19996.900000 sec): 3 clusters
  Score: Raw -952116.726532 + Penalty 2965.872779 = -949150.853753
  nChanged 123
		SP:Iteration 13Q (19997.090000 sec): 3 clusters
  Score: Raw -952166.438705 + Penalty 2965.872779 = -949200.565927
  nChanged 108
		SP:Iteration 14Q (19997.350000 sec): 3 clusters
  Score: Raw -952207.914122 + Penalty 2965.872779 = -949242.041343
  nChanged 104
		SP:Iteration 15Q (19997.560000 sec): 3 clusters
  Score: Raw -952242.738899 + Penalty 2965.872779 = -949276.866121
  nChanged 89
		SP:Iteration 16Q (19997.790000 sec): 3 clusters
  Score: Raw -952275.793664 + Penalty 2965.872779 = -949309.920886
  nChanged 85
		SP:Iteration 17Q (19998.010000 sec): 3 clusters
  Score: Raw -952305.479281 + Penalty 2965.872779 = -949339.606502
  nChanged 78
		SP:Iteration 18Q (19998.230000 sec): 3 clusters
  Score: Raw -952328.051590 + Penalty 2965.872779 = -949362.178812
  nChanged 79
		SP:Iteration 19Q (19998.450000 sec): 3 clusters
  Score: Raw -952350.204827 + Penalty 2965.872779 = -949384.332048
  nChanged 78
		SP:Iteration 20F (19998.660000 sec): 3 clusters
  Score: Raw -952373.115140 + Penalty 2965.872779 = -949407.242362
  nChanged 82
		SP:Iteration 21Q (19998.920000 sec): 3 clusters
  Score: Raw -952396.230994 + Penalty 2965.872779 = -949430.358215
  nChanged 69
		SP:Iteration 22Q (19999.120000 sec): 3 clusters
  Score: Raw -952413.542707 + Penalty 2965.872779 = -949447.669928
  nChanged 57
		SP:Iteration 23Q (19999.360000 sec): 3 clusters
  Score: Raw -952424.482920 + Penalty 2965.872779 = -949458.610141
  nChanged 37
		SP:Iteration 24Q (19999.550000 sec): 3 clusters
  Score: Raw -952431.295070 + Penalty 2965.872779 = -949465.422292
  nChanged 32
		SP:Iteration 25Q (19999.750000 sec): 3 clusters
  Score: Raw -952436.452209 + Penalty 2965.872779 = -949470.579430
  nChanged 28
		SP:Iteration 26Q (19999.960000 sec): 3 clusters
  Score: Raw -952442.662003 + Penalty 2965.872779 = -949476.789224
  nChanged 30
		SP:Iteration 27Q (20000.190000 sec): 3 clusters
  Score: Raw -952448.086178 + Penalty 2965.872779 = -949482.213400
  nChanged 24
		SP:Iteration 28Q (20000.370000 sec): 3 clusters
  Score: Raw -952453.209330 + Penalty 2965.872779 = -949487.336551
  nChanged 40
		SP:Iteration 29Q (20000.600000 sec): 3 clusters
  Score: Raw -952459.764546 + Penalty 2965.872779 = -949493.891768
  nChanged 29
		SP:Iteration 30Q (20000.800000 sec): 3 clusters
  Score: Raw -952464.210125 + Penalty 2965.872779 = -949498.337346
  nChanged 24
		SP:Iteration 31Q (20000.990000 sec): 3 clusters
  Score: Raw -952468.111671 + Penalty 2965.872779 = -949502.238892
  nChanged 31
		SP:Iteration 32Q (20001.220000 sec): 3 clusters
  Score: Raw -952473.762570 + Penalty 2965.872779 = -949507.889791
  nChanged 25
		SP:Iteration 33Q (20001.400000 sec): 3 clusters
  Score: Raw -952477.620710 + Penalty 2965.872779 = -949511.747932
  nChanged 24
		SP:Iteration 34Q (20001.570000 sec): 3 clusters
  Score: Raw -952480.992062 + Penalty 2965.872779 = -949515.119283
  nChanged 25
		SP:Iteration 35Q (20001.760000 sec): 3 clusters
  Score: Raw -952485.598330 + Penalty 2965.872779 = -949519.725552
  nChanged 28
		SP:Iteration 36Q (20001.980000 sec): 3 clusters
  Score: Raw -952490.528828 + Penalty 2965.872779 = -949524.656049
  nChanged 27
		SP:Iteration 37Q (20002.160000 sec): 3 clusters
  Score: Raw -952495.658290 + Penalty 2965.872779 = -949529.785512
  nChanged 23
		SP:Iteration 38Q (20002.390000 sec): 3 clusters
  Score: Raw -952499.545279 + Penalty 2965.872779 = -949533.672501
  nChanged 20
		SP:Iteration 39Q (20002.600000 sec): 3 clusters
  Score: Raw -952503.732361 + Penalty 2965.872779 = -949537.859583
  nChanged 21
		SP:Iteration 40F (20002.830000 sec): 3 clusters
  Score: Raw -952508.213149 + Penalty 2965.872779 = -949542.340371
  nChanged 25
		SP:Iteration 41Q (20003.060000 sec): 3 clusters
  Score: Raw -952513.506067 + Penalty 2965.872779 = -949547.633288
  nChanged 26
		SP:Iteration 42Q (20003.230000 sec): 3 clusters
  Score: Raw -952518.775142 + Penalty 2965.872779 = -949552.902363
  nChanged 24
		SP:Iteration 43Q (20003.470000 sec): 3 clusters
  Score: Raw -952523.098465 + Penalty 2965.872779 = -949557.225686
  nChanged 20
		SP:Iteration 44Q (20003.680000 sec): 3 clusters
  Score: Raw -952525.720140 + Penalty 2965.872779 = -949559.847362
  nChanged 10
		SP:Iteration 45Q (20003.870000 sec): 3 clusters
  Score: Raw -952527.225250 + Penalty 2965.872779 = -949561.352472
  nChanged 19
		SP:Iteration 46Q (20004.100000 sec): 3 clusters
  Score: Raw -952529.397310 + Penalty 2965.872779 = -949563.524532
  nChanged 17
		SP:Iteration 47Q (20004.270000 sec): 3 clusters
  Score: Raw -952532.001828 + Penalty 2965.872779 = -949566.129049
  nChanged 13
		SP:Iteration 48Q (20004.490000 sec): 3 clusters
  Score: Raw -952534.183205 + Penalty 2965.872779 = -949568.310426
  nChanged 17
		SP:Iteration 49Q (20004.690000 sec): 3 clusters
  Score: Raw -952536.679574 + Penalty 2965.872779 = -949570.806796
  nChanged 11
		SP:Iteration 50Q (20004.900000 sec): 3 clusters
  Score: Raw -952537.533832 + Penalty 2965.872779 = -949571.661053
  nChanged 6
		SP:Iteration 51Q (20005.120000 sec): 3 clusters
  Score: Raw -952538.041007 + Penalty 2965.872779 = -949572.168228
  nChanged 7
		SP:Iteration 52Q (20005.380000 sec): 3 clusters
  Score: Raw -952539.115881 + Penalty 2965.872779 = -949573.243102
  nChanged 12
		SP:Iteration 53Q (20005.590000 sec): 3 clusters
  Score: Raw -952540.801463 + Penalty 2965.872779 = -949574.928684
  nChanged 6
		SP:Iteration 54Q (20005.860000 sec): 3 clusters
  Score: Raw -952541.552166 + Penalty 2965.872779 = -949575.679388
  nChanged 8
		SP:Iteration 55Q (20006.080000 sec): 3 clusters
  Score: Raw -952542.670669 + Penalty 2965.872779 = -949576.797890
  nChanged 7
		SP:Iteration 56Q (20006.310000 sec): 3 clusters
  Score: Raw -952543.623934 + Penalty 2965.872779 = -949577.751155
  nChanged 7
		SP:Iteration 57Q (20006.510000 sec): 3 clusters
  Score: Raw -952544.696395 + Penalty 2965.872779 = -949578.823616
  nChanged 5
		SP:Iteration 58Q (20006.720000 sec): 3 clusters
  Score: Raw -952545.093980 + Penalty 2965.872779 = -949579.221202
  nChanged 4
		SP:Iteration 59Q (20006.960000 sec): 3 clusters
  Score: Raw -952545.916149 + Penalty 2965.872779 = -949580.043370
  nChanged 9
		SP:Iteration 60F (20007.210000 sec): 3 clusters
  Score: Raw -952547.269586 + Penalty 2965.872779 = -949581.396807
  nChanged 8
		SP:Iteration 61Q (20007.420000 sec): 3 clusters
  Score: Raw -952548.544545 + Penalty 2965.872779 = -949582.671766
  nChanged 13
		SP:Iteration 62Q (20007.620000 sec): 3 clusters
  Score: Raw -952550.750685 + Penalty 2965.872779 = -949584.877906
  nChanged 15
		SP:Iteration 63Q (20007.840000 sec): 3 clusters
  Score: Raw -952553.345262 + Penalty 2965.872779 = -949587.472484
  nChanged 20
		SP:Iteration 64Q (20008.090000 sec): 3 clusters
  Score: Raw -952556.362614 + Penalty 2965.872779 = -949590.489835
  nChanged 18
		SP:Iteration 65Q (20008.260000 sec): 3 clusters
  Score: Raw -952558.842021 + Penalty 2965.872779 = -949592.969242
  nChanged 17
		SP:Iteration 66Q (20008.440000 sec): 3 clusters
  Score: Raw -952561.769390 + Penalty 2965.872779 = -949595.896612
  nChanged 24
		SP:Iteration 67Q (20008.660000 sec): 3 clusters
  Score: Raw -952564.737266 + Penalty 2965.872779 = -949598.864487
  nChanged 18
		SP:Iteration 68Q (20008.860000 sec): 3 clusters
  Score: Raw -952567.079044 + Penalty 2965.872779 = -949601.206266
  nChanged 17
		SP:Iteration 69Q (20009.050000 sec): 3 clusters
  Score: Raw -952568.922344 + Penalty 2965.872779 = -949603.049565
  nChanged 14
		SP:Iteration 70Q (20009.250000 sec): 3 clusters
  Score: Raw -952570.851991 + Penalty 2965.872779 = -949604.979213
  nChanged 11
		SP:Iteration 71Q (20009.470000 sec): 3 clusters
  Score: Raw -952572.470300 + Penalty 2965.872779 = -949606.597521
  nChanged 14
		SP:Iteration 72Q (20009.680000 sec): 3 clusters
  Score: Raw -952574.096369 + Penalty 2965.872779 = -949608.223590
  nChanged 12
		SP:Iteration 73Q (20009.940000 sec): 3 clusters
  Score: Raw -952575.954294 + Penalty 2965.872779 = -949610.081516
  nChanged 13
		SP:Iteration 74Q (20010.140000 sec): 3 clusters
  Score: Raw -952577.451493 + Penalty 2965.872779 = -949611.578715
  nChanged 11
		SP:Iteration 75Q (20010.350000 sec): 3 clusters
  Score: Raw -952578.310051 + Penalty 2965.872779 = -949612.437273
  nChanged 6
		SP:Iteration 76Q (20010.580000 sec): 3 clusters
  Score: Raw -952578.787442 + Penalty 2965.872779 = -949612.914664
  nChanged 3
		SP:Iteration 77Q (20010.800000 sec): 3 clusters
  Score: Raw -952579.164301 + Penalty 2965.872779 = -949613.291522
  nChanged 4
		SP:Iteration 78Q (20011.040000 sec): 3 clusters
  Score: Raw -952579.566888 + Penalty 2965.872779 = -949613.694110
  nChanged 6
		SP:Iteration 79Q (20011.260000 sec): 3 clusters
  Score: Raw -952579.999628 + Penalty 2965.872779 = -949614.126850
  nChanged 5
		SP:Iteration 80F (20011.490000 sec): 3 clusters
  Score: Raw -952580.361063 + Penalty 2965.872779 = -949614.488285
  nChanged 2
		SP:Iteration 81Q (20011.700000 sec): 3 clusters
  Score: Raw -952580.529783 + Penalty 2965.872779 = -949614.657005
  nChanged 3
		SP:Iteration 82Q (20011.920000 sec): 3 clusters
  Score: Raw -952580.847038 + Penalty 2965.872779 = -949614.974259
  nChanged 1
		SP:Iteration 83Q (20012.130000 sec): 3 clusters
  Score: Raw -952580.884558 + Penalty 2965.872779 = -949615.011779
  nChanged 0
		SP:Iteration 84F (20012.360000 sec): 3 clusters
  Score: Raw -952580.884558 + Penalty 2965.872779 = -949615.011779
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20012.440000 sec): 2 clusters
  Score: Raw -819194.161692 + Penalty 1450.278271 = -817743.883421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20012.670000 sec): 3 clusters
  Score: Raw -815050.773858 + Penalty 2900.556542 = -812150.217316
  nChanged 3138
		SP:Iteration 1F (20012.870000 sec): 3 clusters
  Score: Raw -816734.389703 + Penalty 2900.556542 = -813833.833161
  nChanged 513
		SP:Iteration 2F (20013.050000 sec): 3 clusters
  Score: Raw -817044.517829 + Penalty 2900.556542 = -814143.961287
  nChanged 510
		SP:Iteration 3F (20013.280000 sec): 3 clusters
  Score: Raw -817402.518874 + Penalty 2900.556542 = -814501.962332
  nChanged 554
		SP:Iteration 4F (20013.430000 sec): 3 clusters
  Score: Raw -817861.343378 + Penalty 2900.556542 = -814960.786836
  nChanged 562
		SP:Iteration 5F (20013.680000 sec): 3 clusters
  Score: Raw -818327.211910 + Penalty 2900.556542 = -815426.655368
  nChanged 475
		SP:Iteration 6F (20013.860000 sec): 3 clusters
  Score: Raw -818680.821306 + Penalty 2900.556542 = -815780.264764
  nChanged 388
		SP:Iteration 7F (20014.100000 sec): 3 clusters
  Score: Raw -818894.430998 + Penalty 2900.556542 = -815993.874456
  nChanged 273
		SP:Iteration 8Q (20014.310000 sec): 3 clusters
  Score: Raw -819015.438518 + Penalty 2900.556542 = -816114.881976
  nChanged 194
		SP:Iteration 9Q (20014.510000 sec): 3 clusters
  Score: Raw -819083.078087 + Penalty 2900.556542 = -816182.521545
  nChanged 123
		SP:Iteration 10Q (20014.740000 sec): 3 clusters
  Score: Raw -819117.163225 + Penalty 2900.556542 = -816216.606683
  nChanged 84
		SP:Iteration 11Q (20014.950000 sec): 3 clusters
  Score: Raw -819135.297191 + Penalty 2900.556542 = -816234.740649
  nChanged 54
		SP:Iteration 12Q (20015.190000 sec): 3 clusters
  Score: Raw -819145.810493 + Penalty 2900.556542 = -816245.253951
  nChanged 46
		SP:Iteration 13Q (20015.410000 sec): 3 clusters
  Score: Raw -819154.312043 + Penalty 2900.556542 = -816253.755500
  nChanged 27
		SP:Iteration 14Q (20015.660000 sec): 3 clusters
  Score: Raw -819158.916872 + Penalty 2900.556542 = -816258.360330
  nChanged 17
		SP:Iteration 15Q (20015.850000 sec): 3 clusters
  Score: Raw -819162.576146 + Penalty 2900.556542 = -816262.019604
  nChanged 19
		SP:Iteration 16Q (20016.070000 sec): 3 clusters
  Score: Raw -819165.798342 + Penalty 2900.556542 = -816265.241800
  nChanged 15
		SP:Iteration 17Q (20016.310000 sec): 3 clusters
  Score: Raw -819167.932029 + Penalty 2900.556542 = -816267.375487
  nChanged 12
		SP:Iteration 18Q (20016.530000 sec): 3 clusters
  Score: Raw -819169.500207 + Penalty 2900.556542 = -816268.943665
  nChanged 8
		SP:Iteration 19Q (20016.740000 sec): 3 clusters
  Score: Raw -819170.337628 + Penalty 2900.556542 = -816269.781086
  nChanged 9
		SP:Iteration 20F (20016.990000 sec): 3 clusters
  Score: Raw -819171.264116 + Penalty 2900.556542 = -816270.707574
  nChanged 5
		SP:Iteration 21Q (20017.150000 sec): 3 clusters
  Score: Raw -819172.087202 + Penalty 2900.556542 = -816271.530660
  nChanged 9
		SP:Iteration 22Q (20017.400000 sec): 3 clusters
  Score: Raw -819173.204888 + Penalty 2900.556542 = -816272.648345
  nChanged 12
		SP:Iteration 23Q (20017.600000 sec): 3 clusters
  Score: Raw -819175.122003 + Penalty 2900.556542 = -816274.565461
  nChanged 8
		SP:Iteration 24Q (20017.860000 sec): 3 clusters
  Score: Raw -819176.091556 + Penalty 2900.556542 = -816275.535014
  nChanged 3
		SP:Iteration 25Q (20018.060000 sec): 3 clusters
  Score: Raw -819176.325152 + Penalty 2900.556542 = -816275.768610
  nChanged 0
		SP:Iteration 26F (20018.280000 sec): 3 clusters
  Score: Raw -819176.325152 + Penalty 2900.556542 = -816275.768610
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20018.410000 sec): 2 clusters
  Score: Raw -352119.337297 + Penalty 1311.420645 = -350807.916652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20018.580000 sec): 3 clusters
  Score: Raw -350574.526398 + Penalty 2622.841290 = -347951.685107
  nChanged 1201
		SP:Iteration 1F (20018.720000 sec): 3 clusters
  Score: Raw -351268.584769 + Penalty 2622.841290 = -348645.743479
  nChanged 243
		SP:Iteration 2F (20018.910000 sec): 3 clusters
  Score: Raw -351407.180742 + Penalty 2622.841290 = -348784.339452
  nChanged 165
		SP:Iteration 3F (20019.110000 sec): 3 clusters
  Score: Raw -351503.217427 + Penalty 2622.841290 = -348880.376136
  nChanged 136
		SP:Iteration 4Q (20019.250000 sec): 3 clusters
  Score: Raw -351585.500346 + Penalty 2622.841290 = -348962.659056
  nChanged 107
		SP:Iteration 5Q (20019.450000 sec): 3 clusters
  Score: Raw -351639.783311 + Penalty 2622.841290 = -349016.942020
  nChanged 88
		SP:Iteration 6Q (20019.670000 sec): 3 clusters
  Score: Raw -351678.145492 + Penalty 2622.841290 = -349055.304201
  nChanged 65
		SP:Iteration 7Q (20019.860000 sec): 3 clusters
  Score: Raw -351706.046837 + Penalty 2622.841290 = -349083.205546
  nChanged 69
		SP:Iteration 8Q (20020.070000 sec): 3 clusters
  Score: Raw -351741.176512 + Penalty 2622.841290 = -349118.335222
  nChanged 60
		SP:Iteration 9Q (20020.210000 sec): 3 clusters
  Score: Raw -351768.577256 + Penalty 2622.841290 = -349145.735966
  nChanged 50
		SP:Iteration 10Q (20020.390000 sec): 3 clusters
  Score: Raw -351791.139341 + Penalty 2622.841290 = -349168.298051
  nChanged 44
		SP:Iteration 11Q (20020.580000 sec): 3 clusters
  Score: Raw -351810.141262 + Penalty 2622.841290 = -349187.299971
  nChanged 38
		SP:Iteration 12Q (20020.780000 sec): 3 clusters
  Score: Raw -351826.213579 + Penalty 2622.841290 = -349203.372289
  nChanged 37
		SP:Iteration 13Q (20020.940000 sec): 3 clusters
  Score: Raw -351841.021018 + Penalty 2622.841290 = -349218.179727
  nChanged 37
		SP:Iteration 14Q (20021.110000 sec): 3 clusters
  Score: Raw -351858.572833 + Penalty 2622.841290 = -349235.731543
  nChanged 41
		SP:Iteration 15Q (20021.290000 sec): 3 clusters
  Score: Raw -351874.745621 + Penalty 2622.841290 = -349251.904330
  nChanged 27
		SP:Iteration 16Q (20021.480000 sec): 3 clusters
  Score: Raw -351885.551912 + Penalty 2622.841290 = -349262.710621
  nChanged 26
		SP:Iteration 17Q (20021.670000 sec): 3 clusters
  Score: Raw -351894.530714 + Penalty 2622.841290 = -349271.689423
  nChanged 31
		SP:Iteration 18Q (20021.840000 sec): 3 clusters
  Score: Raw -351904.304097 + Penalty 2622.841290 = -349281.462807
  nChanged 30
		SP:Iteration 19Q (20022.020000 sec): 3 clusters
  Score: Raw -351916.512455 + Penalty 2622.841290 = -349293.671165
  nChanged 35
		SP:Iteration 20F (20022.210000 sec): 3 clusters
  Score: Raw -351932.419378 + Penalty 2622.841290 = -349309.578088
  nChanged 40
		SP:Iteration 21Q (20022.360000 sec): 3 clusters
  Score: Raw -351951.870475 + Penalty 2622.841290 = -349329.029185
  nChanged 47
		SP:Iteration 22Q (20022.550000 sec): 3 clusters
  Score: Raw -351977.000327 + Penalty 2622.841290 = -349354.159037
  nChanged 61
		SP:Iteration 23Q (20022.720000 sec): 3 clusters
  Score: Raw -352013.356344 + Penalty 2622.841290 = -349390.515054
  nChanged 55
		SP:Iteration 24Q (20022.890000 sec): 3 clusters
  Score: Raw -352044.438602 + Penalty 2622.841290 = -349421.597311
  nChanged 55
		SP:Iteration 25Q (20023.090000 sec): 3 clusters
  Score: Raw -352072.450961 + Penalty 2622.841290 = -349449.609671
  nChanged 53
		SP:Iteration 26Q (20023.310000 sec): 3 clusters
  Score: Raw -352095.324512 + Penalty 2622.841290 = -349472.483221
  nChanged 52
		SP:Iteration 27Q (20023.490000 sec): 3 clusters
  Score: Raw -352120.044786 + Penalty 2622.841290 = -349497.203496
  nChanged 40
		SP:Iteration 28Q (20023.680000 sec): 3 clusters
  Score: Raw -352139.678535 + Penalty 2622.841290 = -349516.837245
  nChanged 41
		SP:Iteration 29Q (20023.870000 sec): 3 clusters
  Score: Raw -352157.920240 + Penalty 2622.841290 = -349535.078950
  nChanged 34
		SP:Iteration 30Q (20024.040000 sec): 3 clusters
  Score: Raw -352173.692288 + Penalty 2622.841290 = -349550.850998
  nChanged 34
		SP:Iteration 31Q (20024.230000 sec): 3 clusters
  Score: Raw -352190.807684 + Penalty 2622.841290 = -349567.966394
  nChanged 35
		SP:Iteration 32Q (20024.430000 sec): 3 clusters
  Score: Raw -352209.631443 + Penalty 2622.841290 = -349586.790152
  nChanged 31
		SP:Iteration 33Q (20024.610000 sec): 3 clusters
  Score: Raw -352223.544397 + Penalty 2622.841290 = -349600.703107
  nChanged 24
		SP:Iteration 34Q (20024.790000 sec): 3 clusters
  Score: Raw -352240.413969 + Penalty 2622.841290 = -349617.572679
  nChanged 29
		SP:Iteration 35Q (20025.010000 sec): 3 clusters
  Score: Raw -352255.715084 + Penalty 2622.841290 = -349632.873794
  nChanged 22
		SP:Iteration 36Q (20025.180000 sec): 3 clusters
  Score: Raw -352269.425701 + Penalty 2622.841290 = -349646.584410
  nChanged 25
		SP:Iteration 37Q (20025.360000 sec): 3 clusters
  Score: Raw -352285.369097 + Penalty 2622.841290 = -349662.527807
  nChanged 19
		SP:Iteration 38Q (20025.560000 sec): 3 clusters
  Score: Raw -352295.492808 + Penalty 2622.841290 = -349672.651517
  nChanged 16
		SP:Iteration 39Q (20025.730000 sec): 3 clusters
  Score: Raw -352302.946733 + Penalty 2622.841290 = -349680.105443
  nChanged 24
		SP:Iteration 40F (20025.950000 sec): 3 clusters
  Score: Raw -352315.665030 + Penalty 2622.841290 = -349692.823740
  nChanged 17
		SP:Iteration 41Q (20026.140000 sec): 3 clusters
  Score: Raw -352327.213162 + Penalty 2622.841290 = -349704.371871
  nChanged 19
		SP:Iteration 42Q (20026.350000 sec): 3 clusters
  Score: Raw -352338.639362 + Penalty 2622.841290 = -349715.798071
  nChanged 18
		SP:Iteration 43Q (20026.560000 sec): 3 clusters
  Score: Raw -352347.073424 + Penalty 2622.841290 = -349724.232134
  nChanged 12
		SP:Iteration 44Q (20026.710000 sec): 3 clusters
  Score: Raw -352352.162207 + Penalty 2622.841290 = -349729.320917
  nChanged 12
		SP:Iteration 45Q (20026.920000 sec): 3 clusters
  Score: Raw -352356.602906 + Penalty 2622.841290 = -349733.761616
  nChanged 7
		SP:Iteration 46Q (20027.110000 sec): 3 clusters
  Score: Raw -352360.051567 + Penalty 2622.841290 = -349737.210277
  nChanged 4
		SP:Iteration 47Q (20027.280000 sec): 3 clusters
  Score: Raw -352361.631966 + Penalty 2622.841290 = -349738.790675
  nChanged 7
		SP:Iteration 48Q (20027.430000 sec): 3 clusters
  Score: Raw -352364.704954 + Penalty 2622.841290 = -349741.863663
  nChanged 8
		SP:Iteration 49Q (20027.650000 sec): 3 clusters
  Score: Raw -352366.948812 + Penalty 2622.841290 = -349744.107522
  nChanged 4
		SP:Iteration 50Q (20027.830000 sec): 3 clusters
  Score: Raw -352368.086099 + Penalty 2622.841290 = -349745.244808
  nChanged 4
		SP:Iteration 51Q (20028.060000 sec): 3 clusters
  Score: Raw -352369.897431 + Penalty 2622.841290 = -349747.056140
  nChanged 6
		SP:Iteration 52Q (20028.250000 sec): 3 clusters
  Score: Raw -352371.264913 + Penalty 2622.841290 = -349748.423622
  nChanged 4
		SP:Iteration 53Q (20028.420000 sec): 3 clusters
  Score: Raw -352372.839814 + Penalty 2622.841290 = -349749.998524
  nChanged 5
		SP:Iteration 54Q (20028.590000 sec): 3 clusters
  Score: Raw -352374.124916 + Penalty 2622.841290 = -349751.283626
  nChanged 2
		SP:Iteration 55Q (20028.760000 sec): 3 clusters
  Score: Raw -352375.175089 + Penalty 2622.841290 = -349752.333798
  nChanged 3
		SP:Iteration 56Q (20028.930000 sec): 3 clusters
  Score: Raw -352375.928477 + Penalty 2622.841290 = -349753.087187
  nChanged 2
		SP:Iteration 57Q (20029.170000 sec): 3 clusters
  Score: Raw -352376.130716 + Penalty 2622.841290 = -349753.289426
  nChanged 2
		SP:Iteration 58Q (20029.360000 sec): 3 clusters
  Score: Raw -352376.600841 + Penalty 2622.841290 = -349753.759551
  nChanged 0
		SP:Iteration 59F (20029.550000 sec): 3 clusters
  Score: Raw -352376.600841 + Penalty 2622.841290 = -349753.759551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20029.670000 sec): 2 clusters
  Score: Raw -28204.409328 + Penalty 941.859384 = -27262.549944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20029.840000 sec): 3 clusters
  Score: Raw -28329.261140 + Penalty 1883.718769 = -26445.542371
  nChanged 70
		SP:Iteration 1F (20030.040000 sec): 3 clusters
  Score: Raw -28495.360118 + Penalty 1883.718769 = -26611.641349
  nChanged 19
		SP:Iteration 2F (20030.260000 sec): 3 clusters
  Score: Raw -28560.788023 + Penalty 1883.718769 = -26677.069254
  nChanged 9
		SP:Iteration 3Q (20030.440000 sec): 3 clusters
  Score: Raw -28589.577478 + Penalty 1883.718769 = -26705.858709
  nChanged 5
		SP:Iteration 4Q (20030.600000 sec): 3 clusters
  Score: Raw -28596.892558 + Penalty 1883.718769 = -26713.173789
  nChanged 0
		SP:Iteration 5F (20030.830000 sec): 3 clusters
  Score: Raw -28596.892558 + Penalty 1883.718769 = -26713.173789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (299949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20032.050000 sec): 2 clusters
  Score: Raw -32181034.009287 + Penalty 2049.347258 = -32178984.662029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20033.430000 sec): 3 clusters
  Score: Raw -31980428.176618 + Penalty 4098.694515 = -31976329.482103
  nChanged 146105
		SP:Iteration 1F (20034.960000 sec): 3 clusters
  Score: Raw -32073099.264966 + Penalty 4098.694515 = -32069000.570450
  nChanged 14914
		SP:Iteration 2Q (20036.510000 sec): 3 clusters
  Score: Raw -32080274.985781 + Penalty 4098.694515 = -32076176.291266
  nChanged 19017
		SP:Iteration 3F (20037.950000 sec): 3 clusters
  Score: Raw -32092422.141910 + Penalty 4098.694515 = -32088323.447395
  nChanged 22639
		SP:Iteration 4F (20039.410000 sec): 3 clusters
  Score: Raw -32110295.179861 + Penalty 4098.694515 = -32106196.485346
  nChanged 23241
		SP:Iteration 5F (20040.910000 sec): 3 clusters
  Score: Raw -32130754.278456 + Penalty 4098.694515 = -32126655.583940
  nChanged 19579
		SP:Iteration 6F (20042.280000 sec): 3 clusters
  Score: Raw -32148472.661965 + Penalty 4098.694515 = -32144373.967449
  nChanged 14086
		SP:Iteration 7Q (20043.670000 sec): 3 clusters
  Score: Raw -32160424.680263 + Penalty 4098.694515 = -32156325.985748
  nChanged 9414
		SP:Iteration 8Q (20044.960000 sec): 3 clusters
  Score: Raw -32167344.606595 + Penalty 4098.694515 = -32163245.912080
  nChanged 6763
		SP:Iteration 9Q (20046.330000 sec): 3 clusters
  Score: Raw -32171741.947127 + Penalty 4098.694515 = -32167643.252612
  nChanged 5196
		SP:Iteration 10Q (20047.650000 sec): 3 clusters
  Score: Raw -32174867.176386 + Penalty 4098.694515 = -32170768.481871
  nChanged 4201
		SP:Iteration 11Q (20049.090000 sec): 3 clusters
  Score: Raw -32177238.956454 + Penalty 4098.694515 = -32173140.261939
  nChanged 3392
		SP:Iteration 12Q (20050.470000 sec): 3 clusters
  Score: Raw -32179074.212630 + Penalty 4098.694515 = -32174975.518115
  nChanged 2761
		SP:Iteration 13Q (20052.010000 sec): 3 clusters
  Score: Raw -32180497.112423 + Penalty 4098.694515 = -32176398.417908
  nChanged 2185
		SP:Iteration 14Q (20053.540000 sec): 3 clusters
  Score: Raw -32181529.938326 + Penalty 4098.694515 = -32177431.243811
  nChanged 1671
		SP:Iteration 15Q (20055.210000 sec): 3 clusters
  Score: Raw -32182270.854674 + Penalty 4098.694515 = -32178172.160159
  nChanged 1323
		SP:Iteration 16Q (20056.860000 sec): 3 clusters
  Score: Raw -32182872.925138 + Penalty 4098.694515 = -32178774.230623
  nChanged 1085
		SP:Iteration 17Q (20058.500000 sec): 3 clusters
  Score: Raw -32183368.853011 + Penalty 4098.694515 = -32179270.158496
  nChanged 863
		SP:Iteration 18Q (20060.160000 sec): 3 clusters
  Score: Raw -32183727.974916 + Penalty 4098.694515 = -32179629.280401
  nChanged 674
		SP:Iteration 19Q (20061.570000 sec): 3 clusters
  Score: Raw -32183957.711580 + Penalty 4098.694515 = -32179859.017065
  nChanged 512
		SP:Iteration 20F (20062.980000 sec): 3 clusters
  Score: Raw -32184100.006617 + Penalty 4098.694515 = -32180001.312101
  nChanged 383
		SP:Iteration 21Q (20064.300000 sec): 3 clusters
  Score: Raw -32184185.491161 + Penalty 4098.694515 = -32180086.796645
  nChanged 316
		SP:Iteration 22Q (20065.770000 sec): 3 clusters
  Score: Raw -32184239.476361 + Penalty 4098.694515 = -32180140.781846
  nChanged 256
		SP:Iteration 23Q (20067.250000 sec): 3 clusters
  Score: Raw -32184276.964059 + Penalty 4098.694515 = -32180178.269544
  nChanged 180
		SP:Iteration 24Q (20068.680000 sec): 3 clusters
  Score: Raw -32184300.390918 + Penalty 4098.694515 = -32180201.696403
  nChanged 139
		SP:Iteration 25Q (20070.070000 sec): 3 clusters
  Score: Raw -32184315.823063 + Penalty 4098.694515 = -32180217.128548
  nChanged 121
		SP:Iteration 26Q (20071.470000 sec): 3 clusters
  Score: Raw -32184327.334496 + Penalty 4098.694515 = -32180228.639981
  nChanged 89
		SP:Iteration 27Q (20072.860000 sec): 3 clusters
  Score: Raw -32184335.571959 + Penalty 4098.694515 = -32180236.877444
  nChanged 78
		SP:Iteration 28Q (20074.270000 sec): 3 clusters
  Score: Raw -32184341.609728 + Penalty 4098.694515 = -32180242.915213
  nChanged 54
		SP:Iteration 29Q (20075.480000 sec): 3 clusters
  Score: Raw -32184345.358719 + Penalty 4098.694515 = -32180246.664203
  nChanged 45
		SP:Iteration 30Q (20076.760000 sec): 3 clusters
  Score: Raw -32184348.186785 + Penalty 4098.694515 = -32180249.492270
  nChanged 39
		SP:Iteration 31Q (20078.200000 sec): 3 clusters
  Score: Raw -32184350.576444 + Penalty 4098.694515 = -32180251.881928
  nChanged 35
		SP:Iteration 32Q (20079.610000 sec): 3 clusters
  Score: Raw -32184352.712759 + Penalty 4098.694515 = -32180254.018244
  nChanged 28
		SP:Iteration 33Q (20080.920000 sec): 3 clusters
  Score: Raw -32184354.570780 + Penalty 4098.694515 = -32180255.876265
  nChanged 27
		SP:Iteration 34Q (20082.380000 sec): 3 clusters
  Score: Raw -32184356.235884 + Penalty 4098.694515 = -32180257.541369
  nChanged 22
		SP:Iteration 35Q (20083.960000 sec): 3 clusters
  Score: Raw -32184357.349906 + Penalty 4098.694515 = -32180258.655391
  nChanged 22
		SP:Iteration 36Q (20085.590000 sec): 3 clusters
  Score: Raw -32184358.410570 + Penalty 4098.694515 = -32180259.716054
  nChanged 24
		SP:Iteration 37Q (20087.160000 sec): 3 clusters
  Score: Raw -32184359.531152 + Penalty 4098.694515 = -32180260.836637
  nChanged 18
		SP:Iteration 38Q (20088.730000 sec): 3 clusters
  Score: Raw -32184360.477936 + Penalty 4098.694515 = -32180261.783420
  nChanged 19
		SP:Iteration 39Q (20090.230000 sec): 3 clusters
  Score: Raw -32184361.499306 + Penalty 4098.694515 = -32180262.804790
  nChanged 21
		SP:Iteration 40F (20091.960000 sec): 3 clusters
  Score: Raw -32184362.800569 + Penalty 4098.694515 = -32180264.106053
  nChanged 17
		SP:Iteration 41Q (20093.510000 sec): 3 clusters
  Score: Raw -32184363.366385 + Penalty 4098.694515 = -32180264.671870
  nChanged 12
		SP:Iteration 42Q (20094.980000 sec): 3 clusters
  Score: Raw -32184363.955971 + Penalty 4098.694515 = -32180265.261456
  nChanged 11
		SP:Iteration 43Q (20096.390000 sec): 3 clusters
  Score: Raw -32184364.519100 + Penalty 4098.694515 = -32180265.824585
  nChanged 9
		SP:Iteration 44Q (20097.860000 sec): 3 clusters
  Score: Raw -32184365.096381 + Penalty 4098.694515 = -32180266.401866
  nChanged 9
		SP:Iteration 45Q (20099.280000 sec): 3 clusters
  Score: Raw -32184365.672257 + Penalty 4098.694515 = -32180266.977742
  nChanged 9
		SP:Iteration 46Q (20100.660000 sec): 3 clusters
  Score: Raw -32184366.233800 + Penalty 4098.694515 = -32180267.539285
  nChanged 10
		SP:Iteration 47Q (20102.180000 sec): 3 clusters
  Score: Raw -32184366.984825 + Penalty 4098.694515 = -32180268.290309
  nChanged 5
		SP:Iteration 48Q (20103.610000 sec): 3 clusters
  Score: Raw -32184367.181096 + Penalty 4098.694515 = -32180268.486581
  nChanged 4
		SP:Iteration 49Q (20105.000000 sec): 3 clusters
  Score: Raw -32184367.456931 + Penalty 4098.694515 = -32180268.762416
  nChanged 6
		SP:Iteration 50Q (20106.500000 sec): 3 clusters
  Score: Raw -32184367.736931 + Penalty 4098.694515 = -32180269.042416
  nChanged 5
		SP:Iteration 51Q (20108.020000 sec): 3 clusters
  Score: Raw -32184367.909222 + Penalty 4098.694515 = -32180269.214707
  nChanged 2
		SP:Iteration 52Q (20109.510000 sec): 3 clusters
  Score: Raw -32184367.952735 + Penalty 4098.694515 = -32180269.258220
  nChanged 2
		SP:Iteration 53Q (20111.140000 sec): 3 clusters
  Score: Raw -32184368.067734 + Penalty 4098.694515 = -32180269.373218
  nChanged 5
		SP:Iteration 54Q (20112.800000 sec): 3 clusters
  Score: Raw -32184368.318859 + Penalty 4098.694515 = -32180269.624344
  nChanged 4
		SP:Iteration 55Q (20114.350000 sec): 3 clusters
  Score: Raw -32184368.540183 + Penalty 4098.694515 = -32180269.845667
  nChanged 10
		SP:Iteration 56Q (20115.940000 sec): 3 clusters
  Score: Raw -32184368.915104 + Penalty 4098.694515 = -32180270.220589
  nChanged 5
		SP:Iteration 57Q (20117.310000 sec): 3 clusters
  Score: Raw -32184369.053886 + Penalty 4098.694515 = -32180270.359371
  nChanged 5
		SP:Iteration 58Q (20118.670000 sec): 3 clusters
  Score: Raw -32184369.275247 + Penalty 4098.694515 = -32180270.580732
  nChanged 5
		SP:Iteration 59Q (20120.040000 sec): 3 clusters
  Score: Raw -32184369.496765 + Penalty 4098.694515 = -32180270.802250
  nChanged 4
		SP:Iteration 60F (20121.600000 sec): 3 clusters
  Score: Raw -32184369.612837 + Penalty 4098.694515 = -32180270.918322
  nChanged 3
		SP:Iteration 61Q (20123.040000 sec): 3 clusters
  Score: Raw -32184369.785196 + Penalty 4098.694515 = -32180271.090681
  nChanged 5
		SP:Iteration 62Q (20124.510000 sec): 3 clusters
  Score: Raw -32184369.993568 + Penalty 4098.694515 = -32180271.299053
  nChanged 7
		SP:Iteration 63Q (20126.210000 sec): 3 clusters
  Score: Raw -32184370.249514 + Penalty 4098.694515 = -32180271.554999
  nChanged 4
		SP:Iteration 64Q (20127.760000 sec): 3 clusters
  Score: Raw -32184370.454996 + Penalty 4098.694515 = -32180271.760481
  nChanged 1
		SP:Iteration 65Q (20129.520000 sec): 3 clusters
  Score: Raw -32184370.493000 + Penalty 4098.694515 = -32180271.798485
  nChanged 0
		SP:Iteration 66F (20131.340000 sec): 3 clusters
  Score: Raw -32184370.493000 + Penalty 4098.694515 = -32180271.798485
  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 9.11 GB.

 Trying to split cluster 28 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20131.640000 sec): 2 clusters
  Score: Raw -23874.270797 + Penalty 891.279502 = -22982.991296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20131.760000 sec): 3 clusters
  Score: Raw -23975.248473 + Penalty 1782.559003 = -22192.689470
  nChanged 36
		SP:Iteration 1F (20131.960000 sec): 3 clusters
  Score: Raw -24086.885679 + Penalty 1782.559003 = -22304.326675
  nChanged 14
		SP:Iteration 2F (20132.170000 sec): 3 clusters
  Score: Raw -24119.739018 + Penalty 1782.559003 = -22337.180015
  nChanged 5
		SP:Iteration 3Q (20132.320000 sec): 3 clusters
  Score: Raw -24132.514488 + Penalty 1782.559003 = -22349.955485
  nChanged 4
		SP:Iteration 4Q (20132.490000 sec): 3 clusters
  Score: Raw -24148.683181 + Penalty 1782.559003 = -22366.124178
  nChanged 2
		SP:Iteration 5Q (20132.660000 sec): 3 clusters
  Score: Raw -24152.529335 + Penalty 1782.559003 = -22369.970332
  nChanged 0
		SP:Iteration 6F (20132.850000 sec): 3 clusters
  Score: Raw -24152.529335 + Penalty 1782.559003 = -22369.970332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (45000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20133.180000 sec): 2 clusters
  Score: Raw -4944605.686874 + Penalty 1741.092887 = -4942864.593987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20133.590000 sec): 3 clusters
  Score: Raw -4916146.725078 + Penalty 3482.185775 = -4912664.539303
  nChanged 21180
		SP:Iteration 1F (20133.960000 sec): 3 clusters
  Score: Raw -4928344.529109 + Penalty 3482.185775 = -4924862.343334
  nChanged 2214
		SP:Iteration 2Q (20134.300000 sec): 3 clusters
  Score: Raw -4929202.485238 + Penalty 3482.185775 = -4925720.299463
  nChanged 2185
		SP:Iteration 3Q (20134.690000 sec): 3 clusters
  Score: Raw -4930132.493248 + Penalty 3482.185775 = -4926650.307473
  nChanged 2324
		SP:Iteration 4F (20135.060000 sec): 3 clusters
  Score: Raw -4931220.987713 + Penalty 3482.185775 = -4927738.801938
  nChanged 2460
		SP:Iteration 5F (20135.420000 sec): 3 clusters
  Score: Raw -4932421.302344 + Penalty 3482.185775 = -4928939.116570
  nChanged 2464
		SP:Iteration 6F (20135.770000 sec): 3 clusters
  Score: Raw -4933769.392518 + Penalty 3482.185775 = -4930287.206743
  nChanged 2552
		SP:Iteration 7F (20136.160000 sec): 3 clusters
  Score: Raw -4935218.906693 + Penalty 3482.185775 = -4931736.720918
  nChanged 2423
		SP:Iteration 8F (20136.520000 sec): 3 clusters
  Score: Raw -4936622.020492 + Penalty 3482.185775 = -4933139.834718
  nChanged 2191
		SP:Iteration 9Q (20136.940000 sec): 3 clusters
  Score: Raw -4937925.453668 + Penalty 3482.185775 = -4934443.267893
  nChanged 1876
		SP:Iteration 10Q (20137.280000 sec): 3 clusters
  Score: Raw -4938953.843381 + Penalty 3482.185775 = -4935471.657606
  nChanged 1538
		SP:Iteration 11Q (20137.690000 sec): 3 clusters
  Score: Raw -4939656.876727 + Penalty 3482.185775 = -4936174.690952
  nChanged 1103
		SP:Iteration 12Q (20138.070000 sec): 3 clusters
  Score: Raw -4940065.274032 + Penalty 3482.185775 = -4936583.088257
  nChanged 817
		SP:Iteration 13Q (20138.410000 sec): 3 clusters
  Score: Raw -4940356.302585 + Penalty 3482.185775 = -4936874.116810
  nChanged 667
		SP:Iteration 14Q (20138.850000 sec): 3 clusters
  Score: Raw -4940566.889764 + Penalty 3482.185775 = -4937084.703989
  nChanged 590
		SP:Iteration 15Q (20139.210000 sec): 3 clusters
  Score: Raw -4940751.349771 + Penalty 3482.185775 = -4937269.163996
  nChanged 558
		SP:Iteration 16Q (20139.600000 sec): 3 clusters
  Score: Raw -4940909.834821 + Penalty 3482.185775 = -4937427.649046
  nChanged 567
		SP:Iteration 17Q (20140.010000 sec): 3 clusters
  Score: Raw -4941094.877666 + Penalty 3482.185775 = -4937612.691891
  nChanged 590
		SP:Iteration 18Q (20140.410000 sec): 3 clusters
  Score: Raw -4941300.407988 + Penalty 3482.185775 = -4937818.222213
  nChanged 618
		SP:Iteration 19Q (20140.820000 sec): 3 clusters
  Score: Raw -4941507.363560 + Penalty 3482.185775 = -4938025.177785
  nChanged 594
		SP:Iteration 20F (20141.260000 sec): 3 clusters
  Score: Raw -4941701.625500 + Penalty 3482.185775 = -4938219.439725
  nChanged 543
		SP:Iteration 21Q (20141.660000 sec): 3 clusters
  Score: Raw -4941886.692571 + Penalty 3482.185775 = -4938404.506796
  nChanged 542
		SP:Iteration 22Q (20142.060000 sec): 3 clusters
  Score: Raw -4942065.612027 + Penalty 3482.185775 = -4938583.426252
  nChanged 506
		SP:Iteration 23Q (20142.410000 sec): 3 clusters
  Score: Raw -4942233.507544 + Penalty 3482.185775 = -4938751.321770
  nChanged 468
		SP:Iteration 24Q (20142.840000 sec): 3 clusters
  Score: Raw -4942374.003748 + Penalty 3482.185775 = -4938891.817973
  nChanged 433
		SP:Iteration 25Q (20143.240000 sec): 3 clusters
  Score: Raw -4942493.871122 + Penalty 3482.185775 = -4939011.685347
  nChanged 418
		SP:Iteration 26Q (20143.590000 sec): 3 clusters
  Score: Raw -4942603.389141 + Penalty 3482.185775 = -4939121.203366
  nChanged 390
		SP:Iteration 27Q (20144.060000 sec): 3 clusters
  Score: Raw -4942708.280415 + Penalty 3482.185775 = -4939226.094640
  nChanged 409
		SP:Iteration 28Q (20144.440000 sec): 3 clusters
  Score: Raw -4942822.670606 + Penalty 3482.185775 = -4939340.484831
  nChanged 406
		SP:Iteration 29Q (20144.800000 sec): 3 clusters
  Score: Raw -4942941.060651 + Penalty 3482.185775 = -4939458.874876
  nChanged 382
		SP:Iteration 30Q (20145.240000 sec): 3 clusters
  Score: Raw -4943049.188652 + Penalty 3482.185775 = -4939567.002877
  nChanged 382
		SP:Iteration 31Q (20145.630000 sec): 3 clusters
  Score: Raw -4943155.642982 + Penalty 3482.185775 = -4939673.457207
  nChanged 384
		SP:Iteration 32Q (20146.020000 sec): 3 clusters
  Score: Raw -4943260.204459 + Penalty 3482.185775 = -4939778.018684
  nChanged 377
		SP:Iteration 33Q (20146.420000 sec): 3 clusters
  Score: Raw -4943362.068358 + Penalty 3482.185775 = -4939879.882583
  nChanged 369
		SP:Iteration 34Q (20146.790000 sec): 3 clusters
  Score: Raw -4943462.942349 + Penalty 3482.185775 = -4939980.756574
  nChanged 342
		SP:Iteration 35Q (20147.190000 sec): 3 clusters
  Score: Raw -4943552.339379 + Penalty 3482.185775 = -4940070.153604
  nChanged 348
		SP:Iteration 36Q (20147.560000 sec): 3 clusters
  Score: Raw -4943644.089223 + Penalty 3482.185775 = -4940161.903448
  nChanged 339
		SP:Iteration 37Q (20147.990000 sec): 3 clusters
  Score: Raw -4943735.991502 + Penalty 3482.185775 = -4940253.805727
  nChanged 307
		SP:Iteration 38Q (20148.350000 sec): 3 clusters
  Score: Raw -4943817.637625 + Penalty 3482.185775 = -4940335.451850
  nChanged 265
		SP:Iteration 39Q (20148.720000 sec): 3 clusters
  Score: Raw -4943885.544446 + Penalty 3482.185775 = -4940403.358672
  nChanged 250
		SP:Iteration 40F (20149.080000 sec): 3 clusters
  Score: Raw -4943947.171539 + Penalty 3482.185775 = -4940464.985764
  nChanged 248
		SP:Iteration 41Q (20149.530000 sec): 3 clusters
  Score: Raw -4944009.897299 + Penalty 3482.185775 = -4940527.711524
  nChanged 261
		SP:Iteration 42Q (20149.940000 sec): 3 clusters
  Score: Raw -4944079.158096 + Penalty 3482.185775 = -4940596.972321
  nChanged 257
		SP:Iteration 43Q (20150.310000 sec): 3 clusters
  Score: Raw -4944149.957384 + Penalty 3482.185775 = -4940667.771609
  nChanged 232
		SP:Iteration 44Q (20150.700000 sec): 3 clusters
  Score: Raw -4944211.885521 + Penalty 3482.185775 = -4940729.699746
  nChanged 203
		SP:Iteration 45Q (20151.090000 sec): 3 clusters
  Score: Raw -4944263.399080 + Penalty 3482.185775 = -4940781.213305
  nChanged 187
		SP:Iteration 46Q (20151.450000 sec): 3 clusters
  Score: Raw -4944309.428849 + Penalty 3482.185775 = -4940827.243074
  nChanged 174
		SP:Iteration 47Q (20151.850000 sec): 3 clusters
  Score: Raw -4944350.710636 + Penalty 3482.185775 = -4940868.524861
  nChanged 155
		SP:Iteration 48Q (20152.250000 sec): 3 clusters
  Score: Raw -4944385.019469 + Penalty 3482.185775 = -4940902.833695
  nChanged 135
		SP:Iteration 49Q (20152.680000 sec): 3 clusters
  Score: Raw -4944414.743959 + Penalty 3482.185775 = -4940932.558184
  nChanged 143
		SP:Iteration 50Q (20153.040000 sec): 3 clusters
  Score: Raw -4944448.583261 + Penalty 3482.185775 = -4940966.397486
  nChanged 136
		SP:Iteration 51Q (20153.360000 sec): 3 clusters
  Score: Raw -4944482.504304 + Penalty 3482.185775 = -4941000.318529
  nChanged 129
		SP:Iteration 52Q (20153.690000 sec): 3 clusters
  Score: Raw -4944513.333438 + Penalty 3482.185775 = -4941031.147664
  nChanged 121
		SP:Iteration 53Q (20154.090000 sec): 3 clusters
  Score: Raw -4944540.908509 + Penalty 3482.185775 = -4941058.722735
  nChanged 99
		SP:Iteration 54Q (20154.510000 sec): 3 clusters
  Score: Raw -4944562.631265 + Penalty 3482.185775 = -4941080.445491
  nChanged 96
		SP:Iteration 55Q (20154.860000 sec): 3 clusters
  Score: Raw -4944585.510145 + Penalty 3482.185775 = -4941103.324370
  nChanged 89
		SP:Iteration 56Q (20155.240000 sec): 3 clusters
  Score: Raw -4944606.252930 + Penalty 3482.185775 = -4941124.067155
  nChanged 78
		SP:Iteration 57Q (20155.570000 sec): 3 clusters
  Score: Raw -4944625.518017 + Penalty 3482.185775 = -4941143.332242
  nChanged 78
		SP:Iteration 58Q (20156.000000 sec): 3 clusters
  Score: Raw -4944644.714249 + Penalty 3482.185775 = -4941162.528475
  nChanged 69
		SP:Iteration 59Q (20156.420000 sec): 3 clusters
  Score: Raw -4944661.969562 + Penalty 3482.185775 = -4941179.783788
  nChanged 77
		SP:Iteration 60F (20156.810000 sec): 3 clusters
  Score: Raw -4944684.440107 + Penalty 3482.185775 = -4941202.254332
  nChanged 74
		SP:Iteration 61Q (20157.200000 sec): 3 clusters
  Score: Raw -4944702.237621 + Penalty 3482.185775 = -4941220.051846
  nChanged 72
		SP:Iteration 62Q (20157.620000 sec): 3 clusters
  Score: Raw -4944720.065324 + Penalty 3482.185775 = -4941237.879549
  nChanged 69
		SP:Iteration 63Q (20158.030000 sec): 3 clusters
  Score: Raw -4944735.497354 + Penalty 3482.185775 = -4941253.311579
  nChanged 70
		SP:Iteration 64Q (20158.400000 sec): 3 clusters
  Score: Raw -4944750.632626 + Penalty 3482.185775 = -4941268.446851
  nChanged 59
		SP:Iteration 65Q (20158.750000 sec): 3 clusters
  Score: Raw -4944762.581424 + Penalty 3482.185775 = -4941280.395650
  nChanged 54
		SP:Iteration 66Q (20159.140000 sec): 3 clusters
  Score: Raw -4944775.039394 + Penalty 3482.185775 = -4941292.853619
  nChanged 58
		SP:Iteration 67Q (20159.560000 sec): 3 clusters
  Score: Raw -4944789.374560 + Penalty 3482.185775 = -4941307.188785
  nChanged 57
		SP:Iteration 68Q (20159.890000 sec): 3 clusters
  Score: Raw -4944806.087662 + Penalty 3482.185775 = -4941323.901887
  nChanged 68
		SP:Iteration 69Q (20160.250000 sec): 3 clusters
  Score: Raw -4944824.086601 + Penalty 3482.185775 = -4941341.900826
  nChanged 62
		SP:Iteration 70Q (20160.670000 sec): 3 clusters
  Score: Raw -4944842.235018 + Penalty 3482.185775 = -4941360.049243
  nChanged 63
		SP:Iteration 71Q (20161.050000 sec): 3 clusters
  Score: Raw -4944861.700938 + Penalty 3482.185775 = -4941379.515164
  nChanged 58
		SP:Iteration 72Q (20161.440000 sec): 3 clusters
  Score: Raw -4944878.443346 + Penalty 3482.185775 = -4941396.257571
  nChanged 51
		SP:Iteration 73Q (20161.890000 sec): 3 clusters
  Score: Raw -4944895.180567 + Penalty 3482.185775 = -4941412.994792
  nChanged 56
		SP:Iteration 74Q (20162.300000 sec): 3 clusters
  Score: Raw -4944913.544857 + Penalty 3482.185775 = -4941431.359082
  nChanged 48
		SP:Iteration 75Q (20162.670000 sec): 3 clusters
  Score: Raw -4944926.589851 + Penalty 3482.185775 = -4941444.404076
  nChanged 43
		SP:Iteration 76Q (20162.980000 sec): 3 clusters
  Score: Raw -4944939.750804 + Penalty 3482.185775 = -4941457.565029
  nChanged 45
		SP:Iteration 77Q (20163.430000 sec): 3 clusters
  Score: Raw -4944954.581637 + Penalty 3482.185775 = -4941472.395862
  nChanged 42
		SP:Iteration 78Q (20163.830000 sec): 3 clusters
  Score: Raw -4944967.175946 + Penalty 3482.185775 = -4941484.990171
  nChanged 37
		SP:Iteration 79Q (20164.260000 sec): 3 clusters
  Score: Raw -4944979.098302 + Penalty 3482.185775 = -4941496.912528
  nChanged 34
		SP:Iteration 80F (20164.660000 sec): 3 clusters
  Score: Raw -4944990.486771 + Penalty 3482.185775 = -4941508.300996
  nChanged 27
		SP:Iteration 81Q (20165.070000 sec): 3 clusters
  Score: Raw -4944997.113089 + Penalty 3482.185775 = -4941514.927314
  nChanged 22
		SP:Iteration 82Q (20165.490000 sec): 3 clusters
  Score: Raw -4945003.025036 + Penalty 3482.185775 = -4941520.839261
  nChanged 19
		SP:Iteration 83Q (20165.860000 sec): 3 clusters
  Score: Raw -4945010.273470 + Penalty 3482.185775 = -4941528.087695
  nChanged 25
		SP:Iteration 84Q (20166.300000 sec): 3 clusters
  Score: Raw -4945017.536634 + Penalty 3482.185775 = -4941535.350859
  nChanged 20
		SP:Iteration 85Q (20166.740000 sec): 3 clusters
  Score: Raw -4945021.845828 + Penalty 3482.185775 = -4941539.660053
  nChanged 7
		SP:Iteration 86Q (20167.150000 sec): 3 clusters
  Score: Raw -4945023.387320 + Penalty 3482.185775 = -4941541.201545
  nChanged 14
		SP:Iteration 87Q (20167.490000 sec): 3 clusters
  Score: Raw -4945026.619006 + Penalty 3482.185775 = -4941544.433231
  nChanged 8
		SP:Iteration 88Q (20167.870000 sec): 3 clusters
  Score: Raw -4945028.693077 + Penalty 3482.185775 = -4941546.507302
  nChanged 6
		SP:Iteration 89Q (20168.250000 sec): 3 clusters
  Score: Raw -4945029.965763 + Penalty 3482.185775 = -4941547.779988
  nChanged 6
		SP:Iteration 90Q (20168.610000 sec): 3 clusters
  Score: Raw -4945031.506464 + Penalty 3482.185775 = -4941549.320689
  nChanged 8
		SP:Iteration 91Q (20168.990000 sec): 3 clusters
  Score: Raw -4945033.671280 + Penalty 3482.185775 = -4941551.485505
  nChanged 6
		SP:Iteration 92Q (20169.310000 sec): 3 clusters
  Score: Raw -4945035.305175 + Penalty 3482.185775 = -4941553.119400
  nChanged 6
		SP:Iteration 93Q (20169.650000 sec): 3 clusters
  Score: Raw -4945037.375418 + Penalty 3482.185775 = -4941555.189643
  nChanged 9
		SP:Iteration 94Q (20169.960000 sec): 3 clusters
  Score: Raw -4945039.659588 + Penalty 3482.185775 = -4941557.473813
  nChanged 8
		SP:Iteration 95Q (20170.260000 sec): 3 clusters
  Score: Raw -4945041.567049 + Penalty 3482.185775 = -4941559.381275
  nChanged 6
		SP:Iteration 96Q (20170.560000 sec): 3 clusters
  Score: Raw -4945043.582967 + Penalty 3482.185775 = -4941561.397192
  nChanged 6
		SP:Iteration 97Q (20170.940000 sec): 3 clusters
  Score: Raw -4945045.439306 + Penalty 3482.185775 = -4941563.253531
  nChanged 7
		SP:Iteration 98Q (20171.290000 sec): 3 clusters
  Score: Raw -4945047.088511 + Penalty 3482.185775 = -4941564.902737
  nChanged 7
		SP:Iteration 99Q (20171.620000 sec): 3 clusters
  Score: Raw -4945049.031659 + Penalty 3482.185775 = -4941566.845884
  nChanged 4
		SP:Iteration 100F (20171.990000 sec): 3 clusters
  Score: Raw -4945049.906241 + Penalty 3482.185775 = -4941567.720466
  nChanged 2
		SP:Iteration 101Q (20172.390000 sec): 3 clusters
  Score: Raw -4945050.472099 + Penalty 3482.185775 = -4941568.286325
  nChanged 1
		SP:Iteration 102Q (20172.720000 sec): 3 clusters
  Score: Raw -4945050.910980 + Penalty 3482.185775 = -4941568.725205
  nChanged 1
		SP:Iteration 103Q (20173.070000 sec): 3 clusters
  Score: Raw -4945051.160052 + Penalty 3482.185775 = -4941568.974277
  nChanged 3
		SP:Iteration 104Q (20173.440000 sec): 3 clusters
  Score: Raw -4945052.336411 + Penalty 3482.185775 = -4941570.150636
  nChanged 6
		SP:Iteration 105Q (20173.820000 sec): 3 clusters
  Score: Raw -4945054.074343 + Penalty 3482.185775 = -4941571.888568
  nChanged 3
		SP:Iteration 106Q (20174.170000 sec): 3 clusters
  Score: Raw -4945055.161277 + Penalty 3482.185775 = -4941572.975502
  nChanged 5
		SP:Iteration 107Q (20174.580000 sec): 3 clusters
  Score: Raw -4945056.159541 + Penalty 3482.185775 = -4941573.973766
  nChanged 2
		SP:Iteration 108Q (20174.930000 sec): 3 clusters
  Score: Raw -4945056.877606 + Penalty 3482.185775 = -4941574.691831
  nChanged 4
		SP:Iteration 109Q (20175.320000 sec): 3 clusters
  Score: Raw -4945058.304414 + Penalty 3482.185775 = -4941576.118639
  nChanged 5
		SP:Iteration 110Q (20175.670000 sec): 3 clusters
  Score: Raw -4945059.855102 + Penalty 3482.185775 = -4941577.669328
  nChanged 3
		SP:Iteration 111Q (20176.070000 sec): 3 clusters
  Score: Raw -4945060.781791 + Penalty 3482.185775 = -4941578.596016
  nChanged 4
		SP:Iteration 112Q (20176.510000 sec): 3 clusters
  Score: Raw -4945062.256704 + Penalty 3482.185775 = -4941580.070930
  nChanged 3
		SP:Iteration 113Q (20176.890000 sec): 3 clusters
  Score: Raw -4945063.072646 + Penalty 3482.185775 = -4941580.886871
  nChanged 7
		SP:Iteration 114Q (20177.280000 sec): 3 clusters
  Score: Raw -4945065.099932 + Penalty 3482.185775 = -4941582.914157
  nChanged 4
		SP:Iteration 115Q (20177.670000 sec): 3 clusters
  Score: Raw -4945066.328101 + Penalty 3482.185775 = -4941584.142326
  nChanged 7
		SP:Iteration 116Q (20178.050000 sec): 3 clusters
  Score: Raw -4945068.168160 + Penalty 3482.185775 = -4941585.982386
  nChanged 6
		SP:Iteration 117Q (20178.400000 sec): 3 clusters
  Score: Raw -4945069.660288 + Penalty 3482.185775 = -4941587.474513
  nChanged 4
		SP:Iteration 118Q (20178.730000 sec): 3 clusters
  Score: Raw -4945070.621913 + Penalty 3482.185775 = -4941588.436138
  nChanged 5
		SP:Iteration 119Q (20179.050000 sec): 3 clusters
  Score: Raw -4945072.173753 + Penalty 3482.185775 = -4941589.987978
  nChanged 8
		SP:Iteration 120F (20179.450000 sec): 3 clusters
  Score: Raw -4945074.483881 + Penalty 3482.185775 = -4941592.298106
  nChanged 4
		SP:Iteration 121Q (20179.770000 sec): 3 clusters
  Score: Raw -4945075.186529 + Penalty 3482.185775 = -4941593.000754
  nChanged 1
		SP:Iteration 122Q (20180.160000 sec): 3 clusters
  Score: Raw -4945075.420294 + Penalty 3482.185775 = -4941593.234519
  nChanged 2
		SP:Iteration 123Q (20180.490000 sec): 3 clusters
  Score: Raw -4945075.724931 + Penalty 3482.185775 = -4941593.539156
  nChanged 0
		SP:Iteration 124F (20180.860000 sec): 3 clusters
  Score: Raw -4945075.724931 + Penalty 3482.185775 = -4941593.539156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20180.970000 sec): 2 clusters
  Score: Raw -831740.058372 + Penalty 1450.666976 = -830289.391397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20181.210000 sec): 3 clusters
  Score: Raw -827559.166229 + Penalty 2901.333951 = -824657.832278
  nChanged 3203
		SP:Iteration 1F (20181.450000 sec): 3 clusters
  Score: Raw -829413.484573 + Penalty 2901.333951 = -826512.150622
  nChanged 538
		SP:Iteration 2F (20181.650000 sec): 3 clusters
  Score: Raw -829795.320895 + Penalty 2901.333951 = -826893.986944
  nChanged 543
		SP:Iteration 3F (20181.870000 sec): 3 clusters
  Score: Raw -830267.945595 + Penalty 2901.333951 = -827366.611644
  nChanged 593
		SP:Iteration 4F (20182.100000 sec): 3 clusters
  Score: Raw -830801.472704 + Penalty 2901.333951 = -827900.138753
  nChanged 551
		SP:Iteration 5F (20182.290000 sec): 3 clusters
  Score: Raw -831220.265359 + Penalty 2901.333951 = -828318.931408
  nChanged 448
		SP:Iteration 6F (20182.490000 sec): 3 clusters
  Score: Raw -831527.303496 + Penalty 2901.333951 = -828625.969545
  nChanged 309
		SP:Iteration 7Q (20182.710000 sec): 3 clusters
  Score: Raw -831681.776545 + Penalty 2901.333951 = -828780.442594
  nChanged 224
		SP:Iteration 8Q (20182.910000 sec): 3 clusters
  Score: Raw -831769.732926 + Penalty 2901.333951 = -828868.398974
  nChanged 123
		SP:Iteration 9Q (20183.130000 sec): 3 clusters
  Score: Raw -831806.297941 + Penalty 2901.333951 = -828904.963990
  nChanged 82
		SP:Iteration 10Q (20183.360000 sec): 3 clusters
  Score: Raw -831828.168138 + Penalty 2901.333951 = -828926.834187
  nChanged 64
		SP:Iteration 11Q (20183.540000 sec): 3 clusters
  Score: Raw -831845.031453 + Penalty 2901.333951 = -828943.697502
  nChanged 47
		SP:Iteration 12Q (20183.800000 sec): 3 clusters
  Score: Raw -831854.677585 + Penalty 2901.333951 = -828953.343634
  nChanged 26
		SP:Iteration 13Q (20184.000000 sec): 3 clusters
  Score: Raw -831859.321266 + Penalty 2901.333951 = -828957.987314
  nChanged 23
		SP:Iteration 14Q (20184.200000 sec): 3 clusters
  Score: Raw -831863.063022 + Penalty 2901.333951 = -828961.729071
  nChanged 16
		SP:Iteration 15Q (20184.400000 sec): 3 clusters
  Score: Raw -831865.668021 + Penalty 2901.333951 = -828964.334070
  nChanged 19
		SP:Iteration 16Q (20184.560000 sec): 3 clusters
  Score: Raw -831868.998747 + Penalty 2901.333951 = -828967.664796
  nChanged 17
		SP:Iteration 17Q (20184.760000 sec): 3 clusters
  Score: Raw -831871.961443 + Penalty 2901.333951 = -828970.627492
  nChanged 15
		SP:Iteration 18Q (20185.050000 sec): 3 clusters
  Score: Raw -831874.188873 + Penalty 2901.333951 = -828972.854922
  nChanged 13
		SP:Iteration 19Q (20185.230000 sec): 3 clusters
  Score: Raw -831875.545097 + Penalty 2901.333951 = -828974.211145
  nChanged 10
		SP:Iteration 20F (20185.440000 sec): 3 clusters
  Score: Raw -831877.015372 + Penalty 2901.333951 = -828975.681421
  nChanged 9
		SP:Iteration 21Q (20185.630000 sec): 3 clusters
  Score: Raw -831878.788552 + Penalty 2901.333951 = -828977.454601
  nChanged 11
		SP:Iteration 22Q (20185.840000 sec): 3 clusters
  Score: Raw -831880.321311 + Penalty 2901.333951 = -828978.987359
  nChanged 5
		SP:Iteration 23Q (20186.050000 sec): 3 clusters
  Score: Raw -831881.063377 + Penalty 2901.333951 = -828979.729426
  nChanged 4
		SP:Iteration 24Q (20186.330000 sec): 3 clusters
  Score: Raw -831881.532559 + Penalty 2901.333951 = -828980.198608
  nChanged 6
		SP:Iteration 25Q (20186.550000 sec): 3 clusters
  Score: Raw -831882.950770 + Penalty 2901.333951 = -828981.616819
  nChanged 8
		SP:Iteration 26Q (20186.740000 sec): 3 clusters
  Score: Raw -831884.191224 + Penalty 2901.333951 = -828982.857273
  nChanged 7
		SP:Iteration 27Q (20186.990000 sec): 3 clusters
  Score: Raw -831885.942987 + Penalty 2901.333951 = -828984.609035
  nChanged 6
		SP:Iteration 28Q (20187.250000 sec): 3 clusters
  Score: Raw -831886.889555 + Penalty 2901.333951 = -828985.555604
  nChanged 8
		SP:Iteration 29Q (20187.530000 sec): 3 clusters
  Score: Raw -831887.958266 + Penalty 2901.333951 = -828986.624314
  nChanged 6
		SP:Iteration 30Q (20187.710000 sec): 3 clusters
  Score: Raw -831889.124383 + Penalty 2901.333951 = -828987.790431
  nChanged 5
		SP:Iteration 31Q (20187.930000 sec): 3 clusters
  Score: Raw -831889.848241 + Penalty 2901.333951 = -828988.514290
  nChanged 5
		SP:Iteration 32Q (20188.160000 sec): 3 clusters
  Score: Raw -831890.579156 + Penalty 2901.333951 = -828989.245205
  nChanged 6
		SP:Iteration 33Q (20188.380000 sec): 3 clusters
  Score: Raw -831891.460130 + Penalty 2901.333951 = -828990.126179
  nChanged 4
		SP:Iteration 34Q (20188.550000 sec): 3 clusters
  Score: Raw -831892.317308 + Penalty 2901.333951 = -828990.983357
  nChanged 2
		SP:Iteration 35Q (20188.750000 sec): 3 clusters
  Score: Raw -831892.486084 + Penalty 2901.333951 = -828991.152133
  nChanged 2
		SP:Iteration 36Q (20188.990000 sec): 3 clusters
  Score: Raw -831892.794082 + Penalty 2901.333951 = -828991.460131
  nChanged 0
		SP:Iteration 37F (20189.170000 sec): 3 clusters
  Score: Raw -831892.794082 + Penalty 2901.333951 = -828991.460131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20189.270000 sec): 2 clusters
  Score: Raw -918659.092814 + Penalty 1462.438143 = -917196.654671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20189.470000 sec): 3 clusters
  Score: Raw -914205.043839 + Penalty 2924.876286 = -911280.167554
  nChanged 3454
		SP:Iteration 1F (20189.660000 sec): 3 clusters
  Score: Raw -916042.397155 + Penalty 2924.876286 = -913117.520870
  nChanged 526
		SP:Iteration 2F (20189.910000 sec): 3 clusters
  Score: Raw -916313.951357 + Penalty 2924.876286 = -913389.075071
  nChanged 462
		SP:Iteration 3F (20190.100000 sec): 3 clusters
  Score: Raw -916548.699192 + Penalty 2924.876286 = -913623.822906
  nChanged 462
		SP:Iteration 4F (20190.270000 sec): 3 clusters
  Score: Raw -916831.292857 + Penalty 2924.876286 = -913906.416572
  nChanged 478
		SP:Iteration 5F (20190.480000 sec): 3 clusters
  Score: Raw -917149.145771 + Penalty 2924.876286 = -914224.269485
  nChanged 465
		SP:Iteration 6F (20190.680000 sec): 3 clusters
  Score: Raw -917478.127493 + Penalty 2924.876286 = -914553.251207
  nChanged 414
		SP:Iteration 7F (20190.890000 sec): 3 clusters
  Score: Raw -917777.476130 + Penalty 2924.876286 = -914852.599845
  nChanged 348
		SP:Iteration 8Q (20191.100000 sec): 3 clusters
  Score: Raw -918025.588851 + Penalty 2924.876286 = -915100.712565
  nChanged 288
		SP:Iteration 9Q (20191.300000 sec): 3 clusters
  Score: Raw -918244.368648 + Penalty 2924.876286 = -915319.492362
  nChanged 246
		SP:Iteration 10Q (20191.520000 sec): 3 clusters
  Score: Raw -918438.410194 + Penalty 2924.876286 = -915513.533909
  nChanged 174
		SP:Iteration 11Q (20191.760000 sec): 3 clusters
  Score: Raw -918562.266129 + Penalty 2924.876286 = -915637.389843
  nChanged 107
		SP:Iteration 12Q (20191.980000 sec): 3 clusters
  Score: Raw -918647.953559 + Penalty 2924.876286 = -915723.077273
  nChanged 71
		SP:Iteration 13Q (20192.220000 sec): 3 clusters
  Score: Raw -918708.189849 + Penalty 2924.876286 = -915783.313563
  nChanged 50
		SP:Iteration 14Q (20192.480000 sec): 3 clusters
  Score: Raw -918746.489803 + Penalty 2924.876286 = -915821.613517
  nChanged 34
		SP:Iteration 15Q (20192.640000 sec): 3 clusters
  Score: Raw -918770.115060 + Penalty 2924.876286 = -915845.238774
  nChanged 27
		SP:Iteration 16Q (20192.800000 sec): 3 clusters
  Score: Raw -918792.326299 + Penalty 2924.876286 = -915867.450013
  nChanged 26
		SP:Iteration 17Q (20193.010000 sec): 3 clusters
  Score: Raw -918814.611031 + Penalty 2924.876286 = -915889.734745
  nChanged 22
		SP:Iteration 18Q (20193.280000 sec): 3 clusters
  Score: Raw -918836.617505 + Penalty 2924.876286 = -915911.741219
  nChanged 23
		SP:Iteration 19Q (20193.470000 sec): 3 clusters
  Score: Raw -918861.115118 + Penalty 2924.876286 = -915936.238833
  nChanged 20
		SP:Iteration 20F (20193.700000 sec): 3 clusters
  Score: Raw -918876.657495 + Penalty 2924.876286 = -915951.781209
  nChanged 10
		SP:Iteration 21Q (20193.910000 sec): 3 clusters
  Score: Raw -918885.285470 + Penalty 2924.876286 = -915960.409185
  nChanged 11
		SP:Iteration 22Q (20194.080000 sec): 3 clusters
  Score: Raw -918892.786530 + Penalty 2924.876286 = -915967.910245
  nChanged 8
		SP:Iteration 23Q (20194.290000 sec): 3 clusters
  Score: Raw -918899.736761 + Penalty 2924.876286 = -915974.860475
  nChanged 4
		SP:Iteration 24Q (20194.520000 sec): 3 clusters
  Score: Raw -918903.004641 + Penalty 2924.876286 = -915978.128355
  nChanged 2
		SP:Iteration 25Q (20194.770000 sec): 3 clusters
  Score: Raw -918904.143042 + Penalty 2924.876286 = -915979.266756
  nChanged 0
		SP:Iteration 26F (20194.980000 sec): 3 clusters
  Score: Raw -918904.143042 + Penalty 2924.876286 = -915979.266756
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20195.100000 sec): 2 clusters
  Score: Raw -1068966.904520 + Penalty 1490.097510 = -1067476.807010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20195.300000 sec): 3 clusters
  Score: Raw -1063573.119072 + Penalty 2980.195019 = -1060592.924053
  nChanged 4128
		SP:Iteration 1F (20195.540000 sec): 3 clusters
  Score: Raw -1065755.700710 + Penalty 2980.195019 = -1062775.505691
  nChanged 594
		SP:Iteration 2F (20195.760000 sec): 3 clusters
  Score: Raw -1066026.982231 + Penalty 2980.195019 = -1063046.787212
  nChanged 466
		SP:Iteration 3Q (20196.020000 sec): 3 clusters
  Score: Raw -1066218.798415 + Penalty 2980.195019 = -1063238.603396
  nChanged 421
		SP:Iteration 4Q (20196.240000 sec): 3 clusters
  Score: Raw -1066415.309460 + Penalty 2980.195019 = -1063435.114440
  nChanged 425
		SP:Iteration 5Q (20196.430000 sec): 3 clusters
  Score: Raw -1066615.028757 + Penalty 2980.195019 = -1063634.833737
  nChanged 390
		SP:Iteration 6Q (20196.680000 sec): 3 clusters
  Score: Raw -1066831.731837 + Penalty 2980.195019 = -1063851.536818
  nChanged 423
		SP:Iteration 7Q (20196.910000 sec): 3 clusters
  Score: Raw -1067096.393201 + Penalty 2980.195019 = -1064116.198182
  nChanged 447
		SP:Iteration 8Q (20197.090000 sec): 3 clusters
  Score: Raw -1067397.702574 + Penalty 2980.195019 = -1064417.507555
  nChanged 418
		SP:Iteration 9Q (20197.310000 sec): 3 clusters
  Score: Raw -1067723.669507 + Penalty 2980.195019 = -1064743.474488
  nChanged 399
		SP:Iteration 10Q (20197.540000 sec): 3 clusters
  Score: Raw -1068026.900995 + Penalty 2980.195019 = -1065046.705976
  nChanged 332
		SP:Iteration 11Q (20197.780000 sec): 3 clusters
  Score: Raw -1068268.369560 + Penalty 2980.195019 = -1065288.174541
  nChanged 276
		SP:Iteration 12Q (20197.980000 sec): 3 clusters
  Score: Raw -1068446.807982 + Penalty 2980.195019 = -1065466.612962
  nChanged 206
		SP:Iteration 13Q (20198.180000 sec): 3 clusters
  Score: Raw -1068564.147542 + Penalty 2980.195019 = -1065583.952523
  nChanged 164
		SP:Iteration 14Q (20198.400000 sec): 3 clusters
  Score: Raw -1068657.234219 + Penalty 2980.195019 = -1065677.039199
  nChanged 142
		SP:Iteration 15Q (20198.640000 sec): 3 clusters
  Score: Raw -1068745.765747 + Penalty 2980.195019 = -1065765.570728
  nChanged 121
		SP:Iteration 16Q (20198.820000 sec): 3 clusters
  Score: Raw -1068816.456827 + Penalty 2980.195019 = -1065836.261807
  nChanged 106
		SP:Iteration 17Q (20199.040000 sec): 3 clusters
  Score: Raw -1068878.675487 + Penalty 2980.195019 = -1065898.480468
  nChanged 79
		SP:Iteration 18Q (20199.250000 sec): 3 clusters
  Score: Raw -1068916.728452 + Penalty 2980.195019 = -1065936.533432
  nChanged 72
		SP:Iteration 19Q (20199.470000 sec): 3 clusters
  Score: Raw -1068953.054458 + Penalty 2980.195019 = -1065972.859439
  nChanged 56
		SP:Iteration 20F (20199.630000 sec): 3 clusters
  Score: Raw -1068980.265521 + Penalty 2980.195019 = -1066000.070501
  nChanged 51
		SP:Iteration 21Q (20199.850000 sec): 3 clusters
  Score: Raw -1069000.848189 + Penalty 2980.195019 = -1066020.653170
  nChanged 33
		SP:Iteration 22Q (20200.050000 sec): 3 clusters
  Score: Raw -1069013.688686 + Penalty 2980.195019 = -1066033.493667
  nChanged 31
		SP:Iteration 23Q (20200.270000 sec): 3 clusters
  Score: Raw -1069024.647427 + Penalty 2980.195019 = -1066044.452407
  nChanged 31
		SP:Iteration 24Q (20200.450000 sec): 3 clusters
  Score: Raw -1069037.809859 + Penalty 2980.195019 = -1066057.614840
  nChanged 21
		SP:Iteration 25Q (20200.650000 sec): 3 clusters
  Score: Raw -1069046.630700 + Penalty 2980.195019 = -1066066.435681
  nChanged 17
		SP:Iteration 26Q (20200.890000 sec): 3 clusters
  Score: Raw -1069053.471877 + Penalty 2980.195019 = -1066073.276857
  nChanged 24
		SP:Iteration 27Q (20201.080000 sec): 3 clusters
  Score: Raw -1069062.529347 + Penalty 2980.195019 = -1066082.334327
  nChanged 17
		SP:Iteration 28Q (20201.300000 sec): 3 clusters
  Score: Raw -1069070.443708 + Penalty 2980.195019 = -1066090.248689
  nChanged 18
		SP:Iteration 29Q (20201.470000 sec): 3 clusters
  Score: Raw -1069078.790788 + Penalty 2980.195019 = -1066098.595769
  nChanged 19
		SP:Iteration 30Q (20201.660000 sec): 3 clusters
  Score: Raw -1069087.919810 + Penalty 2980.195019 = -1066107.724791
  nChanged 18
		SP:Iteration 31Q (20201.900000 sec): 3 clusters
  Score: Raw -1069094.590193 + Penalty 2980.195019 = -1066114.395174
  nChanged 16
		SP:Iteration 32Q (20202.130000 sec): 3 clusters
  Score: Raw -1069099.734603 + Penalty 2980.195019 = -1066119.539584
  nChanged 24
		SP:Iteration 33Q (20202.310000 sec): 3 clusters
  Score: Raw -1069109.344061 + Penalty 2980.195019 = -1066129.149042
  nChanged 18
		SP:Iteration 34Q (20202.490000 sec): 3 clusters
  Score: Raw -1069117.501134 + Penalty 2980.195019 = -1066137.306115
  nChanged 18
		SP:Iteration 35Q (20202.730000 sec): 3 clusters
  Score: Raw -1069126.155512 + Penalty 2980.195019 = -1066145.960492
  nChanged 19
		SP:Iteration 36Q (20202.940000 sec): 3 clusters
  Score: Raw -1069135.940475 + Penalty 2980.195019 = -1066155.745456
  nChanged 17
		SP:Iteration 37Q (20203.150000 sec): 3 clusters
  Score: Raw -1069143.348435 + Penalty 2980.195019 = -1066163.153416
  nChanged 10
		SP:Iteration 38Q (20203.380000 sec): 3 clusters
  Score: Raw -1069145.780330 + Penalty 2980.195019 = -1066165.585311
  nChanged 8
		SP:Iteration 39Q (20203.540000 sec): 3 clusters
  Score: Raw -1069149.926209 + Penalty 2980.195019 = -1066169.731190
  nChanged 11
		SP:Iteration 40F (20203.760000 sec): 3 clusters
  Score: Raw -1069154.391847 + Penalty 2980.195019 = -1066174.196828
  nChanged 8
		SP:Iteration 41Q (20203.970000 sec): 3 clusters
  Score: Raw -1069157.466457 + Penalty 2980.195019 = -1066177.271438
  nChanged 7
		SP:Iteration 42Q (20204.200000 sec): 3 clusters
  Score: Raw -1069160.589382 + Penalty 2980.195019 = -1066180.394363
  nChanged 9
		SP:Iteration 43Q (20204.440000 sec): 3 clusters
  Score: Raw -1069164.650026 + Penalty 2980.195019 = -1066184.455006
  nChanged 7
		SP:Iteration 44Q (20204.650000 sec): 3 clusters
  Score: Raw -1069167.588178 + Penalty 2980.195019 = -1066187.393158
  nChanged 6
		SP:Iteration 45Q (20204.860000 sec): 3 clusters
  Score: Raw -1069171.143955 + Penalty 2980.195019 = -1066190.948936
  nChanged 6
		SP:Iteration 46Q (20205.160000 sec): 3 clusters
  Score: Raw -1069175.537501 + Penalty 2980.195019 = -1066195.342482
  nChanged 8
		SP:Iteration 47Q (20205.340000 sec): 3 clusters
  Score: Raw -1069180.631647 + Penalty 2980.195019 = -1066200.436627
  nChanged 8
		SP:Iteration 48Q (20205.540000 sec): 3 clusters
  Score: Raw -1069184.249516 + Penalty 2980.195019 = -1066204.054496
  nChanged 10
		SP:Iteration 49Q (20205.730000 sec): 3 clusters
  Score: Raw -1069188.686665 + Penalty 2980.195019 = -1066208.491646
  nChanged 8
		SP:Iteration 50Q (20205.970000 sec): 3 clusters
  Score: Raw -1069194.985549 + Penalty 2980.195019 = -1066214.790530
  nChanged 7
		SP:Iteration 51Q (20206.150000 sec): 3 clusters
  Score: Raw -1069197.309797 + Penalty 2980.195019 = -1066217.114777
  nChanged 3
		SP:Iteration 52Q (20206.410000 sec): 3 clusters
  Score: Raw -1069198.153876 + Penalty 2980.195019 = -1066217.958856
  nChanged 0
		SP:Iteration 53F (20206.600000 sec): 3 clusters
  Score: Raw -1069198.153876 + Penalty 2980.195019 = -1066217.958856
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20206.770000 sec): 2 clusters
  Score: Raw -1234044.880051 + Penalty 1513.213708 = -1232531.666344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20206.980000 sec): 3 clusters
  Score: Raw -1227781.825069 + Penalty 3026.427416 = -1224755.397653
  nChanged 4697
		SP:Iteration 1F (20207.270000 sec): 3 clusters
  Score: Raw -1230317.542508 + Penalty 3026.427416 = -1227291.115092
  nChanged 622
		SP:Iteration 2F (20207.490000 sec): 3 clusters
  Score: Raw -1230598.044737 + Penalty 3026.427416 = -1227571.617321
  nChanged 562
		SP:Iteration 3F (20207.720000 sec): 3 clusters
  Score: Raw -1230834.354992 + Penalty 3026.427416 = -1227807.927577
  nChanged 503
		SP:Iteration 4Q (20207.960000 sec): 3 clusters
  Score: Raw -1231071.177118 + Penalty 3026.427416 = -1228044.749702
  nChanged 480
		SP:Iteration 5Q (20208.180000 sec): 3 clusters
  Score: Raw -1231329.751539 + Penalty 3026.427416 = -1228303.324124
  nChanged 543
		SP:Iteration 6Q (20208.430000 sec): 3 clusters
  Score: Raw -1231648.536661 + Penalty 3026.427416 = -1228622.109245
  nChanged 506
		SP:Iteration 7Q (20208.680000 sec): 3 clusters
  Score: Raw -1231958.617827 + Penalty 3026.427416 = -1228932.190411
  nChanged 466
		SP:Iteration 8Q (20208.930000 sec): 3 clusters
  Score: Raw -1232236.625861 + Penalty 3026.427416 = -1229210.198446
  nChanged 457
		SP:Iteration 9Q (20209.140000 sec): 3 clusters
  Score: Raw -1232496.635897 + Penalty 3026.427416 = -1229470.208481
  nChanged 403
		SP:Iteration 10Q (20209.400000 sec): 3 clusters
  Score: Raw -1232700.740321 + Penalty 3026.427416 = -1229674.312905
  nChanged 358
		SP:Iteration 11Q (20209.600000 sec): 3 clusters
  Score: Raw -1232864.317849 + Penalty 3026.427416 = -1229837.890434
  nChanged 284
		SP:Iteration 12Q (20209.820000 sec): 3 clusters
  Score: Raw -1233000.552473 + Penalty 3026.427416 = -1229974.125057
  nChanged 260
		SP:Iteration 13Q (20210.020000 sec): 3 clusters
  Score: Raw -1233130.712405 + Penalty 3026.427416 = -1230104.284989
  nChanged 254
		SP:Iteration 14Q (20210.200000 sec): 3 clusters
  Score: Raw -1233253.793312 + Penalty 3026.427416 = -1230227.365896
  nChanged 240
		SP:Iteration 15Q (20210.420000 sec): 3 clusters
  Score: Raw -1233382.053512 + Penalty 3026.427416 = -1230355.626096
  nChanged 230
		SP:Iteration 16Q (20210.630000 sec): 3 clusters
  Score: Raw -1233509.084819 + Penalty 3026.427416 = -1230482.657404
  nChanged 233
		SP:Iteration 17Q (20210.890000 sec): 3 clusters
  Score: Raw -1233632.186296 + Penalty 3026.427416 = -1230605.758880
  nChanged 213
		SP:Iteration 18Q (20211.090000 sec): 3 clusters
  Score: Raw -1233734.221975 + Penalty 3026.427416 = -1230707.794559
  nChanged 189
		SP:Iteration 19Q (20211.310000 sec): 3 clusters
  Score: Raw -1233823.807260 + Penalty 3026.427416 = -1230797.379844
  nChanged 189
		SP:Iteration 20F (20211.470000 sec): 3 clusters
  Score: Raw -1233907.852086 + Penalty 3026.427416 = -1230881.424671
  nChanged 168
		SP:Iteration 21Q (20211.670000 sec): 3 clusters
  Score: Raw -1233989.450776 + Penalty 3026.427416 = -1230963.023360
  nChanged 154
		SP:Iteration 22Q (20211.900000 sec): 3 clusters
  Score: Raw -1234055.730787 + Penalty 3026.427416 = -1231029.303372
  nChanged 140
		SP:Iteration 23Q (20212.110000 sec): 3 clusters
  Score: Raw -1234108.683398 + Penalty 3026.427416 = -1231082.255982
  nChanged 113
		SP:Iteration 24Q (20212.300000 sec): 3 clusters
  Score: Raw -1234145.672694 + Penalty 3026.427416 = -1231119.245278
  nChanged 97
		SP:Iteration 25Q (20212.460000 sec): 3 clusters
  Score: Raw -1234177.790402 + Penalty 3026.427416 = -1231151.362986
  nChanged 102
		SP:Iteration 26Q (20212.670000 sec): 3 clusters
  Score: Raw -1234210.169575 + Penalty 3026.427416 = -1231183.742159
  nChanged 87
		SP:Iteration 27Q (20212.880000 sec): 3 clusters
  Score: Raw -1234246.091441 + Penalty 3026.427416 = -1231219.664025
  nChanged 96
		SP:Iteration 28Q (20213.110000 sec): 3 clusters
  Score: Raw -1234293.961266 + Penalty 3026.427416 = -1231267.533850
  nChanged 101
		SP:Iteration 29Q (20213.340000 sec): 3 clusters
  Score: Raw -1234343.382937 + Penalty 3026.427416 = -1231316.955522
  nChanged 90
		SP:Iteration 30Q (20213.580000 sec): 3 clusters
  Score: Raw -1234382.670955 + Penalty 3026.427416 = -1231356.243539
  nChanged 72
		SP:Iteration 31Q (20213.760000 sec): 3 clusters
  Score: Raw -1234409.339301 + Penalty 3026.427416 = -1231382.911885
  nChanged 66
		SP:Iteration 32Q (20213.980000 sec): 3 clusters
  Score: Raw -1234432.895975 + Penalty 3026.427416 = -1231406.468559
  nChanged 58
		SP:Iteration 33Q (20214.190000 sec): 3 clusters
  Score: Raw -1234454.388963 + Penalty 3026.427416 = -1231427.961548
  nChanged 57
		SP:Iteration 34Q (20214.390000 sec): 3 clusters
  Score: Raw -1234471.118967 + Penalty 3026.427416 = -1231444.691551
  nChanged 48
		SP:Iteration 35Q (20214.590000 sec): 3 clusters
  Score: Raw -1234485.706133 + Penalty 3026.427416 = -1231459.278717
  nChanged 52
		SP:Iteration 36Q (20214.750000 sec): 3 clusters
  Score: Raw -1234504.474265 + Penalty 3026.427416 = -1231478.046849
  nChanged 59
		SP:Iteration 37Q (20214.960000 sec): 3 clusters
  Score: Raw -1234526.968437 + Penalty 3026.427416 = -1231500.541022
  nChanged 56
		SP:Iteration 38Q (20215.130000 sec): 3 clusters
  Score: Raw -1234545.764478 + Penalty 3026.427416 = -1231519.337062
  nChanged 62
		SP:Iteration 39Q (20215.390000 sec): 3 clusters
  Score: Raw -1234564.518959 + Penalty 3026.427416 = -1231538.091544
  nChanged 44
		SP:Iteration 40F (20215.590000 sec): 3 clusters
  Score: Raw -1234577.769322 + Penalty 3026.427416 = -1231551.341907
  nChanged 37
		SP:Iteration 41Q (20215.830000 sec): 3 clusters
  Score: Raw -1234588.983751 + Penalty 3026.427416 = -1231562.556335
  nChanged 38
		SP:Iteration 42Q (20216.030000 sec): 3 clusters
  Score: Raw -1234599.084382 + Penalty 3026.427416 = -1231572.656966
  nChanged 30
		SP:Iteration 43Q (20216.260000 sec): 3 clusters
  Score: Raw -1234608.554896 + Penalty 3026.427416 = -1231582.127480
  nChanged 31
		SP:Iteration 44Q (20216.470000 sec): 3 clusters
  Score: Raw -1234615.448757 + Penalty 3026.427416 = -1231589.021341
  nChanged 29
		SP:Iteration 45Q (20216.730000 sec): 3 clusters
  Score: Raw -1234622.468666 + Penalty 3026.427416 = -1231596.041251
  nChanged 19
		SP:Iteration 46Q (20216.950000 sec): 3 clusters
  Score: Raw -1234626.669274 + Penalty 3026.427416 = -1231600.241859
  nChanged 15
		SP:Iteration 47Q (20217.140000 sec): 3 clusters
  Score: Raw -1234628.786604 + Penalty 3026.427416 = -1231602.359189
  nChanged 8
		SP:Iteration 48Q (20217.380000 sec): 3 clusters
  Score: Raw -1234630.270216 + Penalty 3026.427416 = -1231603.842801
  nChanged 8
		SP:Iteration 49Q (20217.610000 sec): 3 clusters
  Score: Raw -1234631.415807 + Penalty 3026.427416 = -1231604.988392
  nChanged 7
		SP:Iteration 50Q (20217.810000 sec): 3 clusters
  Score: Raw -1234632.565966 + Penalty 3026.427416 = -1231606.138550
  nChanged 9
		SP:Iteration 51Q (20218.060000 sec): 3 clusters
  Score: Raw -1234633.958767 + Penalty 3026.427416 = -1231607.531351
  nChanged 13
		SP:Iteration 52Q (20218.310000 sec): 3 clusters
  Score: Raw -1234635.962096 + Penalty 3026.427416 = -1231609.534680
  nChanged 7
		SP:Iteration 53Q (20218.510000 sec): 3 clusters
  Score: Raw -1234637.758594 + Penalty 3026.427416 = -1231611.331179
  nChanged 9
		SP:Iteration 54Q (20218.710000 sec): 3 clusters
  Score: Raw -1234639.618212 + Penalty 3026.427416 = -1231613.190796
  nChanged 5
		SP:Iteration 55Q (20218.900000 sec): 3 clusters
  Score: Raw -1234640.862191 + Penalty 3026.427416 = -1231614.434775
  nChanged 10
		SP:Iteration 56Q (20219.140000 sec): 3 clusters
  Score: Raw -1234642.693654 + Penalty 3026.427416 = -1231616.266239
  nChanged 10
		SP:Iteration 57Q (20219.350000 sec): 3 clusters
  Score: Raw -1234644.580925 + Penalty 3026.427416 = -1231618.153509
  nChanged 6
		SP:Iteration 58Q (20219.540000 sec): 3 clusters
  Score: Raw -1234645.992844 + Penalty 3026.427416 = -1231619.565428
  nChanged 10
		SP:Iteration 59Q (20219.760000 sec): 3 clusters
  Score: Raw -1234648.150705 + Penalty 3026.427416 = -1231621.723289
  nChanged 9
		SP:Iteration 60F (20219.970000 sec): 3 clusters
  Score: Raw -1234650.422881 + Penalty 3026.427416 = -1231623.995465
  nChanged 6
		SP:Iteration 61Q (20220.190000 sec): 3 clusters
  Score: Raw -1234651.496791 + Penalty 3026.427416 = -1231625.069375
  nChanged 4
		SP:Iteration 62Q (20220.430000 sec): 3 clusters
  Score: Raw -1234652.069242 + Penalty 3026.427416 = -1231625.641826
  nChanged 3
		SP:Iteration 63Q (20220.690000 sec): 3 clusters
  Score: Raw -1234652.333276 + Penalty 3026.427416 = -1231625.905860
  nChanged 0
		SP:Iteration 64F (20220.940000 sec): 3 clusters
  Score: Raw -1234652.333276 + Penalty 3026.427416 = -1231625.905860
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (5411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20221.050000 sec): 2 clusters
  Score: Raw -590339.378072 + Penalty 1396.880745 = -588942.497327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20221.290000 sec): 3 clusters
  Score: Raw -587516.855695 + Penalty 2793.761489 = -584723.094206
  nChanged 2189
		SP:Iteration 1F (20221.500000 sec): 3 clusters
  Score: Raw -588742.356054 + Penalty 2793.761489 = -585948.594565
  nChanged 388
		SP:Iteration 2F (20221.690000 sec): 3 clusters
  Score: Raw -588949.414954 + Penalty 2793.761489 = -586155.653464
  nChanged 315
		SP:Iteration 3F (20221.860000 sec): 3 clusters
  Score: Raw -589118.638065 + Penalty 2793.761489 = -586324.876575
  nChanged 274
		SP:Iteration 4F (20222.090000 sec): 3 clusters
  Score: Raw -589278.143079 + Penalty 2793.761489 = -586484.381590
  nChanged 268
		SP:Iteration 5Q (20222.260000 sec): 3 clusters
  Score: Raw -589437.657574 + Penalty 2793.761489 = -586643.896085
  nChanged 264
		SP:Iteration 6Q (20222.450000 sec): 3 clusters
  Score: Raw -589604.674598 + Penalty 2793.761489 = -586810.913109
  nChanged 247
		SP:Iteration 7Q (20222.660000 sec): 3 clusters
  Score: Raw -589778.984086 + Penalty 2793.761489 = -586985.222597
  nChanged 235
		SP:Iteration 8Q (20222.880000 sec): 3 clusters
  Score: Raw -589936.209735 + Penalty 2793.761489 = -587142.448246
  nChanged 189
		SP:Iteration 9Q (20223.090000 sec): 3 clusters
  Score: Raw -590068.178830 + Penalty 2793.761489 = -587274.417341
  nChanged 161
		SP:Iteration 10Q (20223.270000 sec): 3 clusters
  Score: Raw -590178.581167 + Penalty 2793.761489 = -587384.819678
  nChanged 129
		SP:Iteration 11Q (20223.490000 sec): 3 clusters
  Score: Raw -590272.913328 + Penalty 2793.761489 = -587479.151839
  nChanged 104
		SP:Iteration 12Q (20223.730000 sec): 3 clusters
  Score: Raw -590339.774573 + Penalty 2793.761489 = -587546.013084
  nChanged 64
		SP:Iteration 13Q (20223.920000 sec): 3 clusters
  Score: Raw -590380.882372 + Penalty 2793.761489 = -587587.120883
  nChanged 52
		SP:Iteration 14Q (20224.140000 sec): 3 clusters
  Score: Raw -590409.198427 + Penalty 2793.761489 = -587615.436938
  nChanged 37
		SP:Iteration 15Q (20224.350000 sec): 3 clusters
  Score: Raw -590427.085318 + Penalty 2793.761489 = -587633.323829
  nChanged 31
		SP:Iteration 16Q (20224.560000 sec): 3 clusters
  Score: Raw -590440.168192 + Penalty 2793.761489 = -587646.406703
  nChanged 16
		SP:Iteration 17Q (20224.720000 sec): 3 clusters
  Score: Raw -590448.589542 + Penalty 2793.761489 = -587654.828053
  nChanged 13
		SP:Iteration 18Q (20224.890000 sec): 3 clusters
  Score: Raw -590454.846255 + Penalty 2793.761489 = -587661.084766
  nChanged 11
		SP:Iteration 19Q (20225.110000 sec): 3 clusters
  Score: Raw -590460.002206 + Penalty 2793.761489 = -587666.240717
  nChanged 10
		SP:Iteration 20F (20225.330000 sec): 3 clusters
  Score: Raw -590464.961459 + Penalty 2793.761489 = -587671.199970
  nChanged 7
		SP:Iteration 21Q (20225.510000 sec): 3 clusters
  Score: Raw -590469.793138 + Penalty 2793.761489 = -587676.031649
  nChanged 13
		SP:Iteration 22Q (20225.730000 sec): 3 clusters
  Score: Raw -590476.827930 + Penalty 2793.761489 = -587683.066441
  nChanged 9
		SP:Iteration 23Q (20225.900000 sec): 3 clusters
  Score: Raw -590481.545123 + Penalty 2793.761489 = -587687.783634
  nChanged 8
		SP:Iteration 24Q (20226.100000 sec): 3 clusters
  Score: Raw -590486.755595 + Penalty 2793.761489 = -587692.994105
  nChanged 6
		SP:Iteration 25Q (20226.310000 sec): 3 clusters
  Score: Raw -590489.777549 + Penalty 2793.761489 = -587696.016060
  nChanged 7
		SP:Iteration 26Q (20226.480000 sec): 3 clusters
  Score: Raw -590494.841546 + Penalty 2793.761489 = -587701.080056
  nChanged 10
		SP:Iteration 27Q (20226.690000 sec): 3 clusters
  Score: Raw -590499.196292 + Penalty 2793.761489 = -587705.434802
  nChanged 3
		SP:Iteration 28Q (20226.860000 sec): 3 clusters
  Score: Raw -590502.514571 + Penalty 2793.761489 = -587708.753082
  nChanged 3
		SP:Iteration 29Q (20227.070000 sec): 3 clusters
  Score: Raw -590504.158145 + Penalty 2793.761489 = -587710.396656
  nChanged 4
		SP:Iteration 30Q (20227.280000 sec): 3 clusters
  Score: Raw -590505.652138 + Penalty 2793.761489 = -587711.890649
  nChanged 2
		SP:Iteration 31Q (20227.490000 sec): 3 clusters
  Score: Raw -590506.953646 + Penalty 2793.761489 = -587713.192157
  nChanged 2
		SP:Iteration 32Q (20227.670000 sec): 3 clusters
  Score: Raw -590507.850641 + Penalty 2793.761489 = -587714.089152
  nChanged 2
		SP:Iteration 33Q (20227.890000 sec): 3 clusters
  Score: Raw -590508.597652 + Penalty 2793.761489 = -587714.836163
  nChanged 1
		SP:Iteration 34Q (20228.110000 sec): 3 clusters
  Score: Raw -590509.168479 + Penalty 2793.761489 = -587715.406989
  nChanged 0
		SP:Iteration 35F (20228.300000 sec): 3 clusters
  Score: Raw -590509.168479 + Penalty 2793.761489 = -587715.406989
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20228.480000 sec): 2 clusters
  Score: Raw -642026.062541 + Penalty 1410.967530 = -640615.095011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20228.680000 sec): 3 clusters
  Score: Raw -638880.620090 + Penalty 2821.935060 = -636058.685030
  nChanged 2478
		SP:Iteration 1F (20228.870000 sec): 3 clusters
  Score: Raw -640259.365174 + Penalty 2821.935060 = -637437.430114
  nChanged 402
		SP:Iteration 2F (20229.090000 sec): 3 clusters
  Score: Raw -640469.417562 + Penalty 2821.935060 = -637647.482502
  nChanged 314
		SP:Iteration 3F (20229.300000 sec): 3 clusters
  Score: Raw -640643.425758 + Penalty 2821.935060 = -637821.490698
  nChanged 279
		SP:Iteration 4Q (20229.490000 sec): 3 clusters
  Score: Raw -640828.543631 + Penalty 2821.935060 = -638006.608571
  nChanged 257
		SP:Iteration 5Q (20229.700000 sec): 3 clusters
  Score: Raw -641019.928537 + Penalty 2821.935060 = -638197.993478
  nChanged 258
		SP:Iteration 6Q (20229.910000 sec): 3 clusters
  Score: Raw -641181.245813 + Penalty 2821.935060 = -638359.310753
  nChanged 224
		SP:Iteration 7Q (20230.100000 sec): 3 clusters
  Score: Raw -641306.214201 + Penalty 2821.935060 = -638484.279141
  nChanged 215
		SP:Iteration 8Q (20230.280000 sec): 3 clusters
  Score: Raw -641414.104934 + Penalty 2821.935060 = -638592.169875
  nChanged 204
		SP:Iteration 9Q (20230.490000 sec): 3 clusters
  Score: Raw -641515.926243 + Penalty 2821.935060 = -638693.991183
  nChanged 212
		SP:Iteration 10Q (20230.730000 sec): 3 clusters
  Score: Raw -641635.049649 + Penalty 2821.935060 = -638813.114590
  nChanged 210
		SP:Iteration 11Q (20230.890000 sec): 3 clusters
  Score: Raw -641755.870738 + Penalty 2821.935060 = -638933.935678
  nChanged 218
		SP:Iteration 12Q (20231.130000 sec): 3 clusters
  Score: Raw -641887.360415 + Penalty 2821.935060 = -639065.425355
  nChanged 191
		SP:Iteration 13Q (20231.300000 sec): 3 clusters
  Score: Raw -642002.129439 + Penalty 2821.935060 = -639180.194379
  nChanged 165
		SP:Iteration 14Q (20231.510000 sec): 3 clusters
  Score: Raw -642109.982464 + Penalty 2821.935060 = -639288.047405
  nChanged 161
		SP:Iteration 15Q (20231.700000 sec): 3 clusters
  Score: Raw -642210.861071 + Penalty 2821.935060 = -639388.926011
  nChanged 136
		SP:Iteration 16Q (20231.930000 sec): 3 clusters
  Score: Raw -642303.437685 + Penalty 2821.935060 = -639481.502625
  nChanged 119
		SP:Iteration 17Q (20232.130000 sec): 3 clusters
  Score: Raw -642397.077246 + Penalty 2821.935060 = -639575.142187
  nChanged 111
		SP:Iteration 18Q (20232.330000 sec): 3 clusters
  Score: Raw -642486.680890 + Penalty 2821.935060 = -639664.745830
  nChanged 95
		SP:Iteration 19Q (20232.540000 sec): 3 clusters
  Score: Raw -642557.706961 + Penalty 2821.935060 = -639735.771901
  nChanged 80
		SP:Iteration 20F (20232.740000 sec): 3 clusters
  Score: Raw -642619.633003 + Penalty 2821.935060 = -639797.697943
  nChanged 75
		SP:Iteration 21Q (20232.920000 sec): 3 clusters
  Score: Raw -642666.041705 + Penalty 2821.935060 = -639844.106645
  nChanged 52
		SP:Iteration 22Q (20233.120000 sec): 3 clusters
  Score: Raw -642699.455548 + Penalty 2821.935060 = -639877.520489
  nChanged 48
		SP:Iteration 23Q (20233.280000 sec): 3 clusters
  Score: Raw -642730.174617 + Penalty 2821.935060 = -639908.239557
  nChanged 37
		SP:Iteration 24Q (20233.480000 sec): 3 clusters
  Score: Raw -642751.497618 + Penalty 2821.935060 = -639929.562558
  nChanged 33
		SP:Iteration 25Q (20233.700000 sec): 3 clusters
  Score: Raw -642766.703931 + Penalty 2821.935060 = -639944.768871
  nChanged 23
		SP:Iteration 26Q (20233.880000 sec): 3 clusters
  Score: Raw -642773.341715 + Penalty 2821.935060 = -639951.406655
  nChanged 12
		SP:Iteration 27Q (20234.080000 sec): 3 clusters
  Score: Raw -642776.201407 + Penalty 2821.935060 = -639954.266347
  nChanged 6
		SP:Iteration 28Q (20234.270000 sec): 3 clusters
  Score: Raw -642778.066644 + Penalty 2821.935060 = -639956.131584
  nChanged 7
		SP:Iteration 29Q (20234.450000 sec): 3 clusters
  Score: Raw -642780.821921 + Penalty 2821.935060 = -639958.886862
  nChanged 9
		SP:Iteration 30Q (20234.680000 sec): 3 clusters
  Score: Raw -642783.578595 + Penalty 2821.935060 = -639961.643535
  nChanged 5
		SP:Iteration 31Q (20234.890000 sec): 3 clusters
  Score: Raw -642785.419452 + Penalty 2821.935060 = -639963.484393
  nChanged 6
		SP:Iteration 32Q (20235.070000 sec): 3 clusters
  Score: Raw -642786.376971 + Penalty 2821.935060 = -639964.441911
  nChanged 2
		SP:Iteration 33Q (20235.280000 sec): 3 clusters
  Score: Raw -642786.709998 + Penalty 2821.935060 = -639964.774939
  nChanged 1
		SP:Iteration 34Q (20235.460000 sec): 3 clusters
  Score: Raw -642786.970782 + Penalty 2821.935060 = -639965.035723
  nChanged 1
		SP:Iteration 35Q (20235.680000 sec): 3 clusters
  Score: Raw -642787.165876 + Penalty 2821.935060 = -639965.230816
  nChanged 2
		SP:Iteration 36Q (20235.900000 sec): 3 clusters
  Score: Raw -642787.798590 + Penalty 2821.935060 = -639965.863530
  nChanged 1
		SP:Iteration 37Q (20236.060000 sec): 3 clusters
  Score: Raw -642787.911767 + Penalty 2821.935060 = -639965.976707
  nChanged 0
		SP:Iteration 38F (20236.270000 sec): 3 clusters
  Score: Raw -642787.911767 + Penalty 2821.935060 = -639965.976707
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20236.400000 sec): 2 clusters
  Score: Raw -581577.997712 + Penalty 1391.786475 = -580186.211237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20236.590000 sec): 3 clusters
  Score: Raw -578802.322300 + Penalty 2783.572950 = -576018.749350
  nChanged 2141
		SP:Iteration 1F (20236.810000 sec): 3 clusters
  Score: Raw -580165.600226 + Penalty 2783.572950 = -577382.027276
  nChanged 484
		SP:Iteration 2F (20237.010000 sec): 3 clusters
  Score: Raw -580568.195571 + Penalty 2783.572950 = -577784.622622
  nChanged 408
		SP:Iteration 3F (20237.210000 sec): 3 clusters
  Score: Raw -580904.973095 + Penalty 2783.572950 = -578121.400146
  nChanged 362
		SP:Iteration 4F (20237.380000 sec): 3 clusters
  Score: Raw -581190.014165 + Penalty 2783.572950 = -578406.441216
  nChanged 300
		SP:Iteration 5F (20237.620000 sec): 3 clusters
  Score: Raw -581373.725217 + Penalty 2783.572950 = -578590.152267
  nChanged 211
		SP:Iteration 6Q (20237.820000 sec): 3 clusters
  Score: Raw -581487.262023 + Penalty 2783.572950 = -578703.689074
  nChanged 161
		SP:Iteration 7Q (20238.020000 sec): 3 clusters
  Score: Raw -581560.387998 + Penalty 2783.572950 = -578776.815048
  nChanged 117
		SP:Iteration 8Q (20238.230000 sec): 3 clusters
  Score: Raw -581613.969548 + Penalty 2783.572950 = -578830.396598
  nChanged 95
		SP:Iteration 9Q (20238.440000 sec): 3 clusters
  Score: Raw -581648.681191 + Penalty 2783.572950 = -578865.108242
  nChanged 77
		SP:Iteration 10Q (20238.670000 sec): 3 clusters
  Score: Raw -581673.385201 + Penalty 2783.572950 = -578889.812252
  nChanged 51
		SP:Iteration 11Q (20238.890000 sec): 3 clusters
  Score: Raw -581687.776737 + Penalty 2783.572950 = -578904.203788
  nChanged 31
		SP:Iteration 12Q (20239.090000 sec): 3 clusters
  Score: Raw -581695.549848 + Penalty 2783.572950 = -578911.976898
  nChanged 32
		SP:Iteration 13Q (20239.270000 sec): 3 clusters
  Score: Raw -581703.605615 + Penalty 2783.572950 = -578920.032665
  nChanged 21
		SP:Iteration 14Q (20239.440000 sec): 3 clusters
  Score: Raw -581707.539522 + Penalty 2783.572950 = -578923.966573
  nChanged 22
		SP:Iteration 15Q (20239.640000 sec): 3 clusters
  Score: Raw -581711.919285 + Penalty 2783.572950 = -578928.346336
  nChanged 16
		SP:Iteration 16Q (20239.840000 sec): 3 clusters
  Score: Raw -581714.376119 + Penalty 2783.572950 = -578930.803169
  nChanged 10
		SP:Iteration 17Q (20240.030000 sec): 3 clusters
  Score: Raw -581716.009440 + Penalty 2783.572950 = -578932.436490
  nChanged 7
		SP:Iteration 18Q (20240.250000 sec): 3 clusters
  Score: Raw -581717.168635 + Penalty 2783.572950 = -578933.595685
  nChanged 5
		SP:Iteration 19Q (20240.420000 sec): 3 clusters
  Score: Raw -581718.195269 + Penalty 2783.572950 = -578934.622319
  nChanged 8
		SP:Iteration 20F (20240.630000 sec): 3 clusters
  Score: Raw -581719.802458 + Penalty 2783.572950 = -578936.229508
  nChanged 5
		SP:Iteration 21Q (20240.890000 sec): 3 clusters
  Score: Raw -581721.489633 + Penalty 2783.572950 = -578937.916683
  nChanged 9
		SP:Iteration 22Q (20241.060000 sec): 3 clusters
  Score: Raw -581723.058406 + Penalty 2783.572950 = -578939.485457
  nChanged 7
		SP:Iteration 23Q (20241.260000 sec): 3 clusters
  Score: Raw -581724.454671 + Penalty 2783.572950 = -578940.881721
  nChanged 9
		SP:Iteration 24Q (20241.470000 sec): 3 clusters
  Score: Raw -581726.003760 + Penalty 2783.572950 = -578942.430810
  nChanged 5
		SP:Iteration 25Q (20241.670000 sec): 3 clusters
  Score: Raw -581727.190323 + Penalty 2783.572950 = -578943.617373
  nChanged 6
		SP:Iteration 26Q (20241.890000 sec): 3 clusters
  Score: Raw -581727.910135 + Penalty 2783.572950 = -578944.337185
  nChanged 1
		SP:Iteration 27Q (20242.110000 sec): 3 clusters
  Score: Raw -581728.035199 + Penalty 2783.572950 = -578944.462249
  nChanged 1
		SP:Iteration 28Q (20242.250000 sec): 3 clusters
  Score: Raw -581728.112490 + Penalty 2783.572950 = -578944.539540
  nChanged 1
		SP:Iteration 29Q (20242.450000 sec): 3 clusters
  Score: Raw -581728.319738 + Penalty 2783.572950 = -578944.746788
  nChanged 0
		SP:Iteration 30F (20242.630000 sec): 3 clusters
  Score: Raw -581728.319738 + Penalty 2783.572950 = -578944.746788
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (215290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20243.700000 sec): 2 clusters
  Score: Raw -24596625.759503 + Penalty 1995.457951 = -24594630.301552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20244.890000 sec): 3 clusters
  Score: Raw -24454148.124358 + Penalty 3990.915902 = -24450157.208456
  nChanged 104174
		SP:Iteration 1F (20246.140000 sec): 3 clusters
  Score: Raw -24515531.821924 + Penalty 3990.915902 = -24511540.906023
  nChanged 5506
		SP:Iteration 2Q (20247.400000 sec): 3 clusters
  Score: Raw -24516641.798673 + Penalty 3990.915902 = -24512650.882771
  nChanged 5974
		SP:Iteration 3Q (20248.700000 sec): 3 clusters
  Score: Raw -24518149.332346 + Penalty 3990.915902 = -24514158.416444
  nChanged 7051
		SP:Iteration 4Q (20249.980000 sec): 3 clusters
  Score: Raw -24520436.250153 + Penalty 3990.915902 = -24516445.334252
  nChanged 8904
		SP:Iteration 5Q (20251.330000 sec): 3 clusters
  Score: Raw -24524287.757408 + Penalty 3990.915902 = -24520296.841506
  nChanged 12019
		SP:Iteration 6F (20252.750000 sec): 3 clusters
  Score: Raw -24531173.406125 + Penalty 3990.915902 = -24527182.490224
  nChanged 16294
		SP:Iteration 7F (20254.040000 sec): 3 clusters
  Score: Raw -24543328.310606 + Penalty 3990.915902 = -24539337.394705
  nChanged 19586
		SP:Iteration 8F (20255.400000 sec): 3 clusters
  Score: Raw -24561118.847825 + Penalty 3990.915902 = -24557127.931924
  nChanged 18162
		SP:Iteration 9F (20256.760000 sec): 3 clusters
  Score: Raw -24579207.505215 + Penalty 3990.915902 = -24575216.589314
  nChanged 11643
		SP:Iteration 10F (20257.890000 sec): 3 clusters
  Score: Raw -24590836.051522 + Penalty 3990.915902 = -24586845.135620
  nChanged 4657
		SP:Iteration 11Q (20258.830000 sec): 3 clusters
  Score: Raw -24595262.146762 + Penalty 3990.915902 = -24591271.230861
  nChanged 1204
		SP:Iteration 12Q (20259.740000 sec): 3 clusters
  Score: Raw -24596385.344604 + Penalty 3990.915902 = -24592394.428702
  nChanged 247
		SP:Iteration 13Q (20260.660000 sec): 3 clusters
  Score: Raw -24596651.145794 + Penalty 3990.915902 = -24592660.229892
  nChanged 61
		SP:Iteration 14Q (20261.520000 sec): 3 clusters
  Score: Raw -24596746.361302 + Penalty 3990.915902 = -24592755.445400
  nChanged 28
		SP:Iteration 15Q (20262.620000 sec): 3 clusters
  Score: Raw -24596786.258934 + Penalty 3990.915902 = -24592795.343032
  nChanged 14
		SP:Iteration 16Q (20263.680000 sec): 3 clusters
  Score: Raw -24596805.582618 + Penalty 3990.915902 = -24592814.666717
  nChanged 11
		SP:Iteration 17Q (20264.740000 sec): 3 clusters
  Score: Raw -24596824.196600 + Penalty 3990.915902 = -24592833.280698
  nChanged 10
		SP:Iteration 18Q (20265.740000 sec): 3 clusters
  Score: Raw -24596841.556763 + Penalty 3990.915902 = -24592850.640861
  nChanged 6
		SP:Iteration 19Q (20266.750000 sec): 3 clusters
  Score: Raw -24596849.055710 + Penalty 3990.915902 = -24592858.139809
  nChanged 5
		SP:Iteration 20F (20267.930000 sec): 3 clusters
  Score: Raw -24596858.820549 + Penalty 3990.915902 = -24592867.904648
  nChanged 4
		SP:Iteration 21Q (20268.900000 sec): 3 clusters
  Score: Raw -24596867.145429 + Penalty 3990.915902 = -24592876.229528
  nChanged 4
		SP:Iteration 22Q (20269.990000 sec): 3 clusters
  Score: Raw -24596870.574440 + Penalty 3990.915902 = -24592879.658539
  nChanged 2
		SP:Iteration 23Q (20271.010000 sec): 3 clusters
  Score: Raw -24596872.145231 + Penalty 3990.915902 = -24592881.229329
  nChanged 0
		SP:Iteration 24F (20272.210000 sec): 3 clusters
  Score: Raw -24596872.145231 + Penalty 3990.915902 = -24592881.229329
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20272.450000 sec): 2 clusters
  Score: Raw -1256543.438682 + Penalty 1510.430548 = -1255033.008135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20272.660000 sec): 3 clusters
  Score: Raw -1250362.492913 + Penalty 3020.861096 = -1247341.631817
  nChanged 4685
		SP:Iteration 1F (20272.890000 sec): 3 clusters
  Score: Raw -1252876.092745 + Penalty 3020.861096 = -1249855.231650
  nChanged 624
		SP:Iteration 2F (20273.110000 sec): 3 clusters
  Score: Raw -1253098.615082 + Penalty 3020.861096 = -1250077.753987
  nChanged 483
		SP:Iteration 3Q (20273.330000 sec): 3 clusters
  Score: Raw -1253250.986177 + Penalty 3020.861096 = -1250230.125082
  nChanged 371
		SP:Iteration 4Q (20273.580000 sec): 3 clusters
  Score: Raw -1253356.294126 + Penalty 3020.861096 = -1250335.433030
  nChanged 318
		SP:Iteration 5Q (20273.810000 sec): 3 clusters
  Score: Raw -1253445.765083 + Penalty 3020.861096 = -1250424.903987
  nChanged 277
		SP:Iteration 6Q (20274.030000 sec): 3 clusters
  Score: Raw -1253535.698496 + Penalty 3020.861096 = -1250514.837400
  nChanged 274
		SP:Iteration 7Q (20274.270000 sec): 3 clusters
  Score: Raw -1253627.191860 + Penalty 3020.861096 = -1250606.330764
  nChanged 259
		SP:Iteration 8Q (20274.480000 sec): 3 clusters
  Score: Raw -1253726.259447 + Penalty 3020.861096 = -1250705.398351
  nChanged 306
		SP:Iteration 9Q (20274.690000 sec): 3 clusters
  Score: Raw -1253863.599009 + Penalty 3020.861096 = -1250842.737913
  nChanged 334
		SP:Iteration 10Q (20274.910000 sec): 3 clusters
  Score: Raw -1254020.564879 + Penalty 3020.861096 = -1250999.703783
  nChanged 360
		SP:Iteration 11Q (20275.120000 sec): 3 clusters
  Score: Raw -1254202.105179 + Penalty 3020.861096 = -1251181.244083
  nChanged 419
		SP:Iteration 12Q (20275.310000 sec): 3 clusters
  Score: Raw -1254422.388269 + Penalty 3020.861096 = -1251401.527173
  nChanged 428
		SP:Iteration 13Q (20275.560000 sec): 3 clusters
  Score: Raw -1254709.710647 + Penalty 3020.861096 = -1251688.849551
  nChanged 407
		SP:Iteration 14Q (20275.770000 sec): 3 clusters
  Score: Raw -1255004.367078 + Penalty 3020.861096 = -1251983.505982
  nChanged 376
		SP:Iteration 15Q (20275.960000 sec): 3 clusters
  Score: Raw -1255263.807650 + Penalty 3020.861096 = -1252242.946555
  nChanged 338
		SP:Iteration 16Q (20276.180000 sec): 3 clusters
  Score: Raw -1255485.968523 + Penalty 3020.861096 = -1252465.107427
  nChanged 274
		SP:Iteration 17Q (20276.410000 sec): 3 clusters
  Score: Raw -1255675.761675 + Penalty 3020.861096 = -1252654.900580
  nChanged 265
		SP:Iteration 18Q (20276.660000 sec): 3 clusters
  Score: Raw -1255854.358973 + Penalty 3020.861096 = -1252833.497878
  nChanged 201
		SP:Iteration 19Q (20276.850000 sec): 3 clusters
  Score: Raw -1255987.870155 + Penalty 3020.861096 = -1252967.009060
  nChanged 182
		SP:Iteration 20F (20277.130000 sec): 3 clusters
  Score: Raw -1256103.079469 + Penalty 3020.861096 = -1253082.218373
  nChanged 143
		SP:Iteration 21Q (20277.360000 sec): 3 clusters
  Score: Raw -1256194.901033 + Penalty 3020.861096 = -1253174.039937
  nChanged 121
		SP:Iteration 22Q (20277.580000 sec): 3 clusters
  Score: Raw -1256284.828644 + Penalty 3020.861096 = -1253263.967548
  nChanged 120
		SP:Iteration 23Q (20277.770000 sec): 3 clusters
  Score: Raw -1256387.724427 + Penalty 3020.861096 = -1253366.863332
  nChanged 96
		SP:Iteration 24Q (20277.980000 sec): 3 clusters
  Score: Raw -1256468.491529 + Penalty 3020.861096 = -1253447.630434
  nChanged 79
		SP:Iteration 25Q (20278.200000 sec): 3 clusters
  Score: Raw -1256535.681592 + Penalty 3020.861096 = -1253514.820497
  nChanged 54
		SP:Iteration 26Q (20278.460000 sec): 3 clusters
  Score: Raw -1256581.574415 + Penalty 3020.861096 = -1253560.713319
  nChanged 37
		SP:Iteration 27Q (20278.720000 sec): 3 clusters
  Score: Raw -1256611.006651 + Penalty 3020.861096 = -1253590.145555
  nChanged 28
		SP:Iteration 28Q (20278.930000 sec): 3 clusters
  Score: Raw -1256636.656426 + Penalty 3020.861096 = -1253615.795330
  nChanged 20
		SP:Iteration 29Q (20279.180000 sec): 3 clusters
  Score: Raw -1256649.510229 + Penalty 3020.861096 = -1253628.649133
  nChanged 13
		SP:Iteration 30Q (20279.390000 sec): 3 clusters
  Score: Raw -1256658.706904 + Penalty 3020.861096 = -1253637.845809
  nChanged 13
		SP:Iteration 31Q (20279.590000 sec): 3 clusters
  Score: Raw -1256666.877915 + Penalty 3020.861096 = -1253646.016819
  nChanged 4
		SP:Iteration 32Q (20279.800000 sec): 3 clusters
  Score: Raw -1256669.679257 + Penalty 3020.861096 = -1253648.818161
  nChanged 3
		SP:Iteration 33Q (20279.990000 sec): 3 clusters
  Score: Raw -1256671.537651 + Penalty 3020.861096 = -1253650.676556
  nChanged 2
		SP:Iteration 34Q (20280.190000 sec): 3 clusters
  Score: Raw -1256673.952535 + Penalty 3020.861096 = -1253653.091440
  nChanged 2
		SP:Iteration 35Q (20280.420000 sec): 3 clusters
  Score: Raw -1256675.241586 + Penalty 3020.861096 = -1253654.380491
  nChanged 2
		SP:Iteration 36Q (20280.620000 sec): 3 clusters
  Score: Raw -1256676.795062 + Penalty 3020.861096 = -1253655.933967
  nChanged 4
		SP:Iteration 37Q (20280.820000 sec): 3 clusters
  Score: Raw -1256679.177065 + Penalty 3020.861096 = -1253658.315969
  nChanged 1
		SP:Iteration 38Q (20281.020000 sec): 3 clusters
  Score: Raw -1256679.894185 + Penalty 3020.861096 = -1253659.033089
  nChanged 2
		SP:Iteration 39Q (20281.240000 sec): 3 clusters
  Score: Raw -1256681.109264 + Penalty 3020.861096 = -1253660.248168
  nChanged 2
		SP:Iteration 40F (20281.430000 sec): 3 clusters
  Score: Raw -1256682.331799 + Penalty 3020.861096 = -1253661.470704
  nChanged 2
		SP:Iteration 41Q (20281.640000 sec): 3 clusters
  Score: Raw -1256684.231589 + Penalty 3020.861096 = -1253663.370494
  nChanged 4
		SP:Iteration 42Q (20281.860000 sec): 3 clusters
  Score: Raw -1256687.407337 + Penalty 3020.861096 = -1253666.546241
  nChanged 3
		SP:Iteration 43Q (20282.110000 sec): 3 clusters
  Score: Raw -1256689.186891 + Penalty 3020.861096 = -1253668.325795
  nChanged 3
		SP:Iteration 44Q (20282.320000 sec): 3 clusters
  Score: Raw -1256691.326638 + Penalty 3020.861096 = -1253670.465542
  nChanged 2
		SP:Iteration 45Q (20282.520000 sec): 3 clusters
  Score: Raw -1256693.094018 + Penalty 3020.861096 = -1253672.232922
  nChanged 1
		SP:Iteration 46Q (20282.720000 sec): 3 clusters
  Score: Raw -1256693.521434 + Penalty 3020.861096 = -1253672.660338
  nChanged 0
		SP:Iteration 47F (20283.030000 sec): 3 clusters
  Score: Raw -1256693.521434 + Penalty 3020.861096 = -1253672.660338
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20283.160000 sec): 2 clusters
  Score: Raw -415983.410494 + Penalty 1347.090970 = -414636.319525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20283.330000 sec): 3 clusters
  Score: Raw -414015.961256 + Penalty 2694.181940 = -411321.779316
  nChanged 1538
		SP:Iteration 1F (20283.550000 sec): 3 clusters
  Score: Raw -414910.565324 + Penalty 2694.181940 = -412216.383385
  nChanged 310
		SP:Iteration 2F (20283.800000 sec): 3 clusters
  Score: Raw -415141.819154 + Penalty 2694.181940 = -412447.637214
  nChanged 259
		SP:Iteration 3F (20283.990000 sec): 3 clusters
  Score: Raw -415390.984475 + Penalty 2694.181940 = -412696.802535
  nChanged 252
		SP:Iteration 4F (20284.130000 sec): 3 clusters
  Score: Raw -415678.964377 + Penalty 2694.181940 = -412984.782438
  nChanged 223
		SP:Iteration 5F (20284.360000 sec): 3 clusters
  Score: Raw -415902.968171 + Penalty 2694.181940 = -413208.786231
  nChanged 200
		SP:Iteration 6F (20284.560000 sec): 3 clusters
  Score: Raw -416077.878944 + Penalty 2694.181940 = -413383.697005
  nChanged 184
		SP:Iteration 7Q (20284.770000 sec): 3 clusters
  Score: Raw -416225.016203 + Penalty 2694.181940 = -413530.834264
  nChanged 144
		SP:Iteration 8Q (20284.930000 sec): 3 clusters
  Score: Raw -416322.606941 + Penalty 2694.181940 = -413628.425002
  nChanged 122
		SP:Iteration 9Q (20285.130000 sec): 3 clusters
  Score: Raw -416417.427205 + Penalty 2694.181940 = -413723.245266
  nChanged 108
		SP:Iteration 10Q (20285.330000 sec): 3 clusters
  Score: Raw -416499.870530 + Penalty 2694.181940 = -413805.688591
  nChanged 112
		SP:Iteration 11Q (20285.540000 sec): 3 clusters
  Score: Raw -416569.750702 + Penalty 2694.181940 = -413875.568763
  nChanged 87
		SP:Iteration 12Q (20285.770000 sec): 3 clusters
  Score: Raw -416612.790377 + Penalty 2694.181940 = -413918.608437
  nChanged 61
		SP:Iteration 13Q (20286.010000 sec): 3 clusters
  Score: Raw -416642.386094 + Penalty 2694.181940 = -413948.204154
  nChanged 44
		SP:Iteration 14Q (20286.190000 sec): 3 clusters
  Score: Raw -416664.374474 + Penalty 2694.181940 = -413970.192535
  nChanged 40
		SP:Iteration 15Q (20286.390000 sec): 3 clusters
  Score: Raw -416680.042993 + Penalty 2694.181940 = -413985.861053
  nChanged 34
		SP:Iteration 16Q (20286.570000 sec): 3 clusters
  Score: Raw -416691.539424 + Penalty 2694.181940 = -413997.357485
  nChanged 27
		SP:Iteration 17Q (20286.780000 sec): 3 clusters
  Score: Raw -416700.444166 + Penalty 2694.181940 = -414006.262227
  nChanged 18
		SP:Iteration 18Q (20286.950000 sec): 3 clusters
  Score: Raw -416706.314937 + Penalty 2694.181940 = -414012.132998
  nChanged 15
		SP:Iteration 19Q (20287.130000 sec): 3 clusters
  Score: Raw -416709.475131 + Penalty 2694.181940 = -414015.293192
  nChanged 8
		SP:Iteration 20F (20287.340000 sec): 3 clusters
  Score: Raw -416710.907359 + Penalty 2694.181940 = -414016.725420
  nChanged 6
		SP:Iteration 21Q (20287.520000 sec): 3 clusters
  Score: Raw -416712.024397 + Penalty 2694.181940 = -414017.842458
  nChanged 5
		SP:Iteration 22Q (20287.730000 sec): 3 clusters
  Score: Raw -416712.958692 + Penalty 2694.181940 = -414018.776753
  nChanged 3
		SP:Iteration 23Q (20287.940000 sec): 3 clusters
  Score: Raw -416713.350741 + Penalty 2694.181940 = -414019.168801
  nChanged 1
		SP:Iteration 24Q (20288.110000 sec): 3 clusters
  Score: Raw -416713.507078 + Penalty 2694.181940 = -414019.325138
  nChanged 2
		SP:Iteration 25Q (20288.300000 sec): 3 clusters
  Score: Raw -416713.920842 + Penalty 2694.181940 = -414019.738903
  nChanged 1
		SP:Iteration 26Q (20288.490000 sec): 3 clusters
  Score: Raw -416714.412208 + Penalty 2694.181940 = -414020.230269
  nChanged 1
		SP:Iteration 27Q (20288.770000 sec): 3 clusters
  Score: Raw -416714.629425 + Penalty 2694.181940 = -414020.447485
  nChanged 1
		SP:Iteration 28Q (20288.910000 sec): 3 clusters
  Score: Raw -416714.817614 + Penalty 2694.181940 = -414020.635674
  nChanged 1
		SP:Iteration 29Q (20289.110000 sec): 3 clusters
  Score: Raw -416714.998273 + Penalty 2694.181940 = -414020.816333
  nChanged 1
		SP:Iteration 30Q (20289.320000 sec): 3 clusters
  Score: Raw -416715.254365 + Penalty 2694.181940 = -414021.072426
  nChanged 1
		SP:Iteration 31Q (20289.530000 sec): 3 clusters
  Score: Raw -416715.394709 + Penalty 2694.181940 = -414021.212769
  nChanged 0
		SP:Iteration 32F (20289.700000 sec): 3 clusters
  Score: Raw -416715.394709 + Penalty 2694.181940 = -414021.212769
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20289.930000 sec): 2 clusters
  Score: Raw -1944981.341376 + Penalty 1604.124012 = -1943377.217364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20290.210000 sec): 3 clusters
  Score: Raw -1933463.967545 + Penalty 3208.248024 = -1930255.719521
  nChanged 8764
		SP:Iteration 1F (20290.520000 sec): 3 clusters
  Score: Raw -1938675.943415 + Penalty 3208.248024 = -1935467.695391
  nChanged 1254
		SP:Iteration 2F (20290.830000 sec): 3 clusters
  Score: Raw -1939266.844497 + Penalty 3208.248024 = -1936058.596473
  nChanged 1095
		SP:Iteration 3F (20291.080000 sec): 3 clusters
  Score: Raw -1939749.432748 + Penalty 3208.248024 = -1936541.184724
  nChanged 986
		SP:Iteration 4F (20291.390000 sec): 3 clusters
  Score: Raw -1940223.142257 + Penalty 3208.248024 = -1937014.894233
  nChanged 960
		SP:Iteration 5Q (20291.680000 sec): 3 clusters
  Score: Raw -1940716.371332 + Penalty 3208.248024 = -1937508.123308
  nChanged 940
		SP:Iteration 6Q (20292.030000 sec): 3 clusters
  Score: Raw -1941250.851862 + Penalty 3208.248024 = -1938042.603838
  nChanged 961
		SP:Iteration 7Q (20292.340000 sec): 3 clusters
  Score: Raw -1941820.933725 + Penalty 3208.248024 = -1938612.685701
  nChanged 966
		SP:Iteration 8Q (20292.670000 sec): 3 clusters
  Score: Raw -1942440.177614 + Penalty 3208.248024 = -1939231.929590
  nChanged 925
		SP:Iteration 9Q (20292.930000 sec): 3 clusters
  Score: Raw -1943056.512219 + Penalty 3208.248024 = -1939848.264195
  nChanged 832
		SP:Iteration 10Q (20293.240000 sec): 3 clusters
  Score: Raw -1943491.516719 + Penalty 3208.248024 = -1940283.268695
  nChanged 653
		SP:Iteration 11Q (20293.540000 sec): 3 clusters
  Score: Raw -1943752.396812 + Penalty 3208.248024 = -1940544.148789
  nChanged 480
		SP:Iteration 12Q (20293.800000 sec): 3 clusters
  Score: Raw -1943912.469337 + Penalty 3208.248024 = -1940704.221313
  nChanged 344
		SP:Iteration 13Q (20294.100000 sec): 3 clusters
  Score: Raw -1944023.781213 + Penalty 3208.248024 = -1940815.533189
  nChanged 317
		SP:Iteration 14Q (20294.360000 sec): 3 clusters
  Score: Raw -1944116.002975 + Penalty 3208.248024 = -1940907.754951
  nChanged 262
		SP:Iteration 15Q (20294.630000 sec): 3 clusters
  Score: Raw -1944180.284312 + Penalty 3208.248024 = -1940972.036288
  nChanged 221
		SP:Iteration 16Q (20294.920000 sec): 3 clusters
  Score: Raw -1944227.450503 + Penalty 3208.248024 = -1941019.202479
  nChanged 177
		SP:Iteration 17Q (20295.220000 sec): 3 clusters
  Score: Raw -1944262.537890 + Penalty 3208.248024 = -1941054.289866
  nChanged 162
		SP:Iteration 18Q (20295.450000 sec): 3 clusters
  Score: Raw -1944296.346913 + Penalty 3208.248024 = -1941088.098890
  nChanged 137
		SP:Iteration 19Q (20295.760000 sec): 3 clusters
  Score: Raw -1944318.559413 + Penalty 3208.248024 = -1941110.311389
  nChanged 114
		SP:Iteration 20F (20296.020000 sec): 3 clusters
  Score: Raw -1944332.412595 + Penalty 3208.248024 = -1941124.164571
  nChanged 92
		SP:Iteration 21Q (20296.290000 sec): 3 clusters
  Score: Raw -1944343.052633 + Penalty 3208.248024 = -1941134.804609
  nChanged 71
		SP:Iteration 22Q (20296.570000 sec): 3 clusters
  Score: Raw -1944350.264435 + Penalty 3208.248024 = -1941142.016411
  nChanged 59
		SP:Iteration 23Q (20296.860000 sec): 3 clusters
  Score: Raw -1944356.939679 + Penalty 3208.248024 = -1941148.691655
  nChanged 58
		SP:Iteration 24Q (20297.080000 sec): 3 clusters
  Score: Raw -1944362.977722 + Penalty 3208.248024 = -1941154.729698
  nChanged 56
		SP:Iteration 25Q (20297.340000 sec): 3 clusters
  Score: Raw -1944368.671423 + Penalty 3208.248024 = -1941160.423399
  nChanged 64
		SP:Iteration 26Q (20297.650000 sec): 3 clusters
  Score: Raw -1944376.613700 + Penalty 3208.248024 = -1941168.365676
  nChanged 76
		SP:Iteration 27Q (20297.900000 sec): 3 clusters
  Score: Raw -1944385.154817 + Penalty 3208.248024 = -1941176.906793
  nChanged 73
		SP:Iteration 28Q (20298.180000 sec): 3 clusters
  Score: Raw -1944392.987376 + Penalty 3208.248024 = -1941184.739352
  nChanged 66
		SP:Iteration 29Q (20298.410000 sec): 3 clusters
  Score: Raw -1944399.723250 + Penalty 3208.248024 = -1941191.475227
  nChanged 66
		SP:Iteration 30Q (20298.690000 sec): 3 clusters
  Score: Raw -1944405.946044 + Penalty 3208.248024 = -1941197.698020
  nChanged 47
		SP:Iteration 31Q (20298.980000 sec): 3 clusters
  Score: Raw -1944410.151078 + Penalty 3208.248024 = -1941201.903055
  nChanged 52
		SP:Iteration 32Q (20299.220000 sec): 3 clusters
  Score: Raw -1944414.837369 + Penalty 3208.248024 = -1941206.589345
  nChanged 46
		SP:Iteration 33Q (20299.550000 sec): 3 clusters
  Score: Raw -1944418.551061 + Penalty 3208.248024 = -1941210.303037
  nChanged 49
		SP:Iteration 34Q (20299.780000 sec): 3 clusters
  Score: Raw -1944421.894096 + Penalty 3208.248024 = -1941213.646072
  nChanged 35
		SP:Iteration 35Q (20300.050000 sec): 3 clusters
  Score: Raw -1944424.816905 + Penalty 3208.248024 = -1941216.568881
  nChanged 36
		SP:Iteration 36Q (20300.320000 sec): 3 clusters
  Score: Raw -1944427.666357 + Penalty 3208.248024 = -1941219.418334
  nChanged 29
		SP:Iteration 37Q (20300.600000 sec): 3 clusters
  Score: Raw -1944429.935079 + Penalty 3208.248024 = -1941221.687055
  nChanged 32
		SP:Iteration 38Q (20300.860000 sec): 3 clusters
  Score: Raw -1944432.258322 + Penalty 3208.248024 = -1941224.010298
  nChanged 28
		SP:Iteration 39Q (20301.160000 sec): 3 clusters
  Score: Raw -1944434.151909 + Penalty 3208.248024 = -1941225.903885
  nChanged 29
		SP:Iteration 40F (20301.470000 sec): 3 clusters
  Score: Raw -1944436.088854 + Penalty 3208.248024 = -1941227.840830
  nChanged 28
		SP:Iteration 41Q (20301.750000 sec): 3 clusters
  Score: Raw -1944438.285615 + Penalty 3208.248024 = -1941230.037591
  nChanged 28
		SP:Iteration 42Q (20302.070000 sec): 3 clusters
  Score: Raw -1944440.314136 + Penalty 3208.248024 = -1941232.066112
  nChanged 22
		SP:Iteration 43Q (20302.310000 sec): 3 clusters
  Score: Raw -1944441.740246 + Penalty 3208.248024 = -1941233.492222
  nChanged 17
		SP:Iteration 44Q (20302.630000 sec): 3 clusters
  Score: Raw -1944443.060206 + Penalty 3208.248024 = -1941234.812182
  nChanged 27
		SP:Iteration 45Q (20302.910000 sec): 3 clusters
  Score: Raw -1944445.359206 + Penalty 3208.248024 = -1941237.111182
  nChanged 25
		SP:Iteration 46Q (20303.150000 sec): 3 clusters
  Score: Raw -1944447.235622 + Penalty 3208.248024 = -1941238.987598
  nChanged 30
		SP:Iteration 47Q (20303.390000 sec): 3 clusters
  Score: Raw -1944450.143130 + Penalty 3208.248024 = -1941241.895106
  nChanged 29
		SP:Iteration 48Q (20303.740000 sec): 3 clusters
  Score: Raw -1944453.240000 + Penalty 3208.248024 = -1941244.991976
  nChanged 38
		SP:Iteration 49Q (20304.020000 sec): 3 clusters
  Score: Raw -1944456.602551 + Penalty 3208.248024 = -1941248.354527
  nChanged 41
		SP:Iteration 50Q (20304.290000 sec): 3 clusters
  Score: Raw -1944459.704216 + Penalty 3208.248024 = -1941251.456192
  nChanged 35
		SP:Iteration 51Q (20304.550000 sec): 3 clusters
  Score: Raw -1944463.272432 + Penalty 3208.248024 = -1941255.024408
  nChanged 49
		SP:Iteration 52Q (20304.860000 sec): 3 clusters
  Score: Raw -1944468.851318 + Penalty 3208.248024 = -1941260.603295
  nChanged 59
		SP:Iteration 53Q (20305.110000 sec): 3 clusters
  Score: Raw -1944476.067227 + Penalty 3208.248024 = -1941267.819203
  nChanged 52
		SP:Iteration 54Q (20305.350000 sec): 3 clusters
  Score: Raw -1944481.795180 + Penalty 3208.248024 = -1941273.547156
  nChanged 45
		SP:Iteration 55Q (20305.610000 sec): 3 clusters
  Score: Raw -1944485.484455 + Penalty 3208.248024 = -1941277.236432
  nChanged 53
		SP:Iteration 56Q (20305.840000 sec): 3 clusters
  Score: Raw -1944489.747043 + Penalty 3208.248024 = -1941281.499019
  nChanged 49
		SP:Iteration 57Q (20306.140000 sec): 3 clusters
  Score: Raw -1944494.265482 + Penalty 3208.248024 = -1941286.017458
  nChanged 58
		SP:Iteration 58Q (20306.420000 sec): 3 clusters
  Score: Raw -1944499.735818 + Penalty 3208.248024 = -1941291.487794
  nChanged 64
		SP:Iteration 59Q (20306.680000 sec): 3 clusters
  Score: Raw -1944505.768526 + Penalty 3208.248024 = -1941297.520502
  nChanged 64
		SP:Iteration 60F (20307.010000 sec): 3 clusters
  Score: Raw -1944513.401974 + Penalty 3208.248024 = -1941305.153950
  nChanged 76
		SP:Iteration 61Q (20307.310000 sec): 3 clusters
  Score: Raw -1944522.326749 + Penalty 3208.248024 = -1941314.078725
  nChanged 64
		SP:Iteration 62Q (20307.650000 sec): 3 clusters
  Score: Raw -1944529.001455 + Penalty 3208.248024 = -1941320.753431
  nChanged 61
		SP:Iteration 63Q (20307.910000 sec): 3 clusters
  Score: Raw -1944535.836847 + Penalty 3208.248024 = -1941327.588823
  nChanged 58
		SP:Iteration 64Q (20308.180000 sec): 3 clusters
  Score: Raw -1944541.283595 + Penalty 3208.248024 = -1941333.035571
  nChanged 40
		SP:Iteration 65Q (20308.440000 sec): 3 clusters
  Score: Raw -1944544.043308 + Penalty 3208.248024 = -1941335.795284
  nChanged 33
		SP:Iteration 66Q (20308.680000 sec): 3 clusters
  Score: Raw -1944546.642104 + Penalty 3208.248024 = -1941338.394080
  nChanged 35
		SP:Iteration 67Q (20309.000000 sec): 3 clusters
  Score: Raw -1944549.398646 + Penalty 3208.248024 = -1941341.150622
  nChanged 40
		SP:Iteration 68Q (20309.300000 sec): 3 clusters
  Score: Raw -1944552.820537 + Penalty 3208.248024 = -1941344.572513
  nChanged 38
		SP:Iteration 69Q (20309.590000 sec): 3 clusters
  Score: Raw -1944555.583845 + Penalty 3208.248024 = -1941347.335821
  nChanged 34
		SP:Iteration 70Q (20309.910000 sec): 3 clusters
  Score: Raw -1944558.718084 + Penalty 3208.248024 = -1941350.470060
  nChanged 40
		SP:Iteration 71Q (20310.170000 sec): 3 clusters
  Score: Raw -1944561.855168 + Penalty 3208.248024 = -1941353.607144
  nChanged 37
		SP:Iteration 72Q (20310.500000 sec): 3 clusters
  Score: Raw -1944564.875481 + Penalty 3208.248024 = -1941356.627457
  nChanged 44
		SP:Iteration 73Q (20310.800000 sec): 3 clusters
  Score: Raw -1944568.715007 + Penalty 3208.248024 = -1941360.466983
  nChanged 45
		SP:Iteration 74Q (20311.110000 sec): 3 clusters
  Score: Raw -1944573.890740 + Penalty 3208.248024 = -1941365.642716
  nChanged 48
		SP:Iteration 75Q (20311.390000 sec): 3 clusters
  Score: Raw -1944578.805045 + Penalty 3208.248024 = -1941370.557021
  nChanged 45
		SP:Iteration 76Q (20311.740000 sec): 3 clusters
  Score: Raw -1944582.232157 + Penalty 3208.248024 = -1941373.984133
  nChanged 38
		SP:Iteration 77Q (20312.030000 sec): 3 clusters
  Score: Raw -1944585.476644 + Penalty 3208.248024 = -1941377.228620
  nChanged 41
		SP:Iteration 78Q (20312.350000 sec): 3 clusters
  Score: Raw -1944588.723063 + Penalty 3208.248024 = -1941380.475039
  nChanged 44
		SP:Iteration 79Q (20312.650000 sec): 3 clusters
  Score: Raw -1944592.682499 + Penalty 3208.248024 = -1941384.434475
  nChanged 43
		SP:Iteration 80F (20312.920000 sec): 3 clusters
  Score: Raw -1944596.270918 + Penalty 3208.248024 = -1941388.022895
  nChanged 40
		SP:Iteration 81Q (20313.190000 sec): 3 clusters
  Score: Raw -1944599.679034 + Penalty 3208.248024 = -1941391.431010
  nChanged 50
		SP:Iteration 82Q (20313.470000 sec): 3 clusters
  Score: Raw -1944604.077729 + Penalty 3208.248024 = -1941395.829705
  nChanged 46
		SP:Iteration 83Q (20313.730000 sec): 3 clusters
  Score: Raw -1944608.040381 + Penalty 3208.248024 = -1941399.792358
  nChanged 41
		SP:Iteration 84Q (20314.010000 sec): 3 clusters
  Score: Raw -1944611.596696 + Penalty 3208.248024 = -1941403.348673
  nChanged 43
		SP:Iteration 85Q (20314.340000 sec): 3 clusters
  Score: Raw -1944614.883839 + Penalty 3208.248024 = -1941406.635815
  nChanged 39
		SP:Iteration 86Q (20314.580000 sec): 3 clusters
  Score: Raw -1944618.311814 + Penalty 3208.248024 = -1941410.063790
  nChanged 45
		SP:Iteration 87Q (20314.880000 sec): 3 clusters
  Score: Raw -1944622.205291 + Penalty 3208.248024 = -1941413.957267
  nChanged 48
		SP:Iteration 88Q (20315.160000 sec): 3 clusters
  Score: Raw -1944626.453660 + Penalty 3208.248024 = -1941418.205636
  nChanged 43
		SP:Iteration 89Q (20315.460000 sec): 3 clusters
  Score: Raw -1944630.077086 + Penalty 3208.248024 = -1941421.829063
  nChanged 38
		SP:Iteration 90Q (20315.750000 sec): 3 clusters
  Score: Raw -1944633.277843 + Penalty 3208.248024 = -1941425.029820
  nChanged 37
		SP:Iteration 91Q (20316.050000 sec): 3 clusters
  Score: Raw -1944636.207701 + Penalty 3208.248024 = -1941427.959677
  nChanged 47
		SP:Iteration 92Q (20316.330000 sec): 3 clusters
  Score: Raw -1944640.444564 + Penalty 3208.248024 = -1941432.196540
  nChanged 46
		SP:Iteration 93Q (20316.560000 sec): 3 clusters
  Score: Raw -1944645.727287 + Penalty 3208.248024 = -1941437.479263
  nChanged 48
		SP:Iteration 94Q (20316.840000 sec): 3 clusters
  Score: Raw -1944650.870581 + Penalty 3208.248024 = -1941442.622557
  nChanged 47
		SP:Iteration 95Q (20317.090000 sec): 3 clusters
  Score: Raw -1944656.347099 + Penalty 3208.248024 = -1941448.099075
  nChanged 55
		SP:Iteration 96Q (20317.390000 sec): 3 clusters
  Score: Raw -1944661.266681 + Penalty 3208.248024 = -1941453.018657
  nChanged 50
		SP:Iteration 97Q (20317.680000 sec): 3 clusters
  Score: Raw -1944665.470167 + Penalty 3208.248024 = -1941457.222143
  nChanged 45
		SP:Iteration 98Q (20317.950000 sec): 3 clusters
  Score: Raw -1944669.576153 + Penalty 3208.248024 = -1941461.328129
  nChanged 57
		SP:Iteration 99Q (20318.220000 sec): 3 clusters
  Score: Raw -1944675.838685 + Penalty 3208.248024 = -1941467.590661
  nChanged 60
		SP:Iteration 100F (20318.530000 sec): 3 clusters
  Score: Raw -1944682.354572 + Penalty 3208.248024 = -1941474.106548
  nChanged 58
		SP:Iteration 101Q (20318.800000 sec): 3 clusters
  Score: Raw -1944689.413549 + Penalty 3208.248024 = -1941481.165525
  nChanged 68
		SP:Iteration 102Q (20319.130000 sec): 3 clusters
  Score: Raw -1944698.936390 + Penalty 3208.248024 = -1941490.688366
  nChanged 75
		SP:Iteration 103Q (20319.410000 sec): 3 clusters
  Score: Raw -1944709.461747 + Penalty 3208.248024 = -1941501.213723
  nChanged 74
		SP:Iteration 104Q (20319.660000 sec): 3 clusters
  Score: Raw -1944720.008264 + Penalty 3208.248024 = -1941511.760240
  nChanged 61
		SP:Iteration 105Q (20319.930000 sec): 3 clusters
  Score: Raw -1944728.167460 + Penalty 3208.248024 = -1941519.919436
  nChanged 56
		SP:Iteration 106Q (20320.210000 sec): 3 clusters
  Score: Raw -1944733.740910 + Penalty 3208.248024 = -1941525.492886
  nChanged 42
		SP:Iteration 107Q (20320.490000 sec): 3 clusters
  Score: Raw -1944737.892825 + Penalty 3208.248024 = -1941529.644801
  nChanged 34
		SP:Iteration 108Q (20320.780000 sec): 3 clusters
  Score: Raw -1944742.303290 + Penalty 3208.248024 = -1941534.055266
  nChanged 43
		SP:Iteration 109Q (20321.110000 sec): 3 clusters
  Score: Raw -1944747.154883 + Penalty 3208.248024 = -1941538.906859
  nChanged 43
		SP:Iteration 110Q (20321.430000 sec): 3 clusters
  Score: Raw -1944752.986621 + Penalty 3208.248024 = -1941544.738597
  nChanged 57
		SP:Iteration 111Q (20321.730000 sec): 3 clusters
  Score: Raw -1944761.392806 + Penalty 3208.248024 = -1941553.144782
  nChanged 65
		SP:Iteration 112Q (20322.010000 sec): 3 clusters
  Score: Raw -1944770.657780 + Penalty 3208.248024 = -1941562.409756
  nChanged 74
		SP:Iteration 113Q (20322.300000 sec): 3 clusters
  Score: Raw -1944782.363487 + Penalty 3208.248024 = -1941574.115463
  nChanged 72
		SP:Iteration 114Q (20322.600000 sec): 3 clusters
  Score: Raw -1944793.248123 + Penalty 3208.248024 = -1941585.000099
  nChanged 54
		SP:Iteration 115Q (20322.850000 sec): 3 clusters
  Score: Raw -1944800.963774 + Penalty 3208.248024 = -1941592.715750
  nChanged 55
		SP:Iteration 116Q (20323.140000 sec): 3 clusters
  Score: Raw -1944806.557033 + Penalty 3208.248024 = -1941598.309009
  nChanged 56
		SP:Iteration 117Q (20323.390000 sec): 3 clusters
  Score: Raw -1944813.398190 + Penalty 3208.248024 = -1941605.150166
  nChanged 50
		SP:Iteration 118Q (20323.680000 sec): 3 clusters
  Score: Raw -1944819.055643 + Penalty 3208.248024 = -1941610.807619
  nChanged 45
		SP:Iteration 119Q (20323.910000 sec): 3 clusters
  Score: Raw -1944823.473370 + Penalty 3208.248024 = -1941615.225346
  nChanged 43
		SP:Iteration 120F (20324.200000 sec): 3 clusters
  Score: Raw -1944827.677708 + Penalty 3208.248024 = -1941619.429684
  nChanged 47
		SP:Iteration 121Q (20324.490000 sec): 3 clusters
  Score: Raw -1944832.272537 + Penalty 3208.248024 = -1941624.024513
  nChanged 35
		SP:Iteration 122Q (20324.750000 sec): 3 clusters
  Score: Raw -1944835.635918 + Penalty 3208.248024 = -1941627.387894
  nChanged 37
		SP:Iteration 123Q (20325.040000 sec): 3 clusters
  Score: Raw -1944839.612497 + Penalty 3208.248024 = -1941631.364473
  nChanged 55
		SP:Iteration 124Q (20325.270000 sec): 3 clusters
  Score: Raw -1944845.900311 + Penalty 3208.248024 = -1941637.652288
  nChanged 58
		SP:Iteration 125Q (20325.550000 sec): 3 clusters
  Score: Raw -1944853.168343 + Penalty 3208.248024 = -1941644.920319
  nChanged 69
		SP:Iteration 126Q (20325.850000 sec): 3 clusters
  Score: Raw -1944863.411343 + Penalty 3208.248024 = -1941655.163319
  nChanged 71
		SP:Iteration 127Q (20326.130000 sec): 3 clusters
  Score: Raw -1944875.021166 + Penalty 3208.248024 = -1941666.773142
  nChanged 90
		SP:Iteration 128Q (20326.390000 sec): 3 clusters
  Score: Raw -1944892.186038 + Penalty 3208.248024 = -1941683.938014
  nChanged 98
		SP:Iteration 129Q (20326.620000 sec): 3 clusters
  Score: Raw -1944910.131885 + Penalty 3208.248024 = -1941701.883861
  nChanged 99
		SP:Iteration 130Q (20326.930000 sec): 3 clusters
  Score: Raw -1944928.092907 + Penalty 3208.248024 = -1941719.844883
  nChanged 106
		SP:Iteration 131Q (20327.210000 sec): 3 clusters
  Score: Raw -1944949.533191 + Penalty 3208.248024 = -1941741.285167
  nChanged 115
		SP:Iteration 132Q (20327.470000 sec): 3 clusters
  Score: Raw -1944975.534304 + Penalty 3208.248024 = -1941767.286281
  nChanged 129
		SP:Iteration 133Q (20327.780000 sec): 3 clusters
  Score: Raw -1945007.146580 + Penalty 3208.248024 = -1941798.898556
  nChanged 138
		SP:Iteration 134Q (20328.060000 sec): 3 clusters
  Score: Raw -1945041.364126 + Penalty 3208.248024 = -1941833.116102
  nChanged 125
		SP:Iteration 135Q (20328.340000 sec): 3 clusters
  Score: Raw -1945067.404326 + Penalty 3208.248024 = -1941859.156302
  nChanged 114
		SP:Iteration 136Q (20328.580000 sec): 3 clusters
  Score: Raw -1945090.452083 + Penalty 3208.248024 = -1941882.204059
  nChanged 133
		SP:Iteration 137Q (20328.870000 sec): 3 clusters
  Score: Raw -1945119.518793 + Penalty 3208.248024 = -1941911.270769
  nChanged 128
		SP:Iteration 138Q (20329.110000 sec): 3 clusters
  Score: Raw -1945148.390970 + Penalty 3208.248024 = -1941940.142946
  nChanged 122
		SP:Iteration 139Q (20329.370000 sec): 3 clusters
  Score: Raw -1945177.417533 + Penalty 3208.248024 = -1941969.169509
  nChanged 123
		SP:Iteration 140F (20329.670000 sec): 3 clusters
  Score: Raw -1945206.713528 + Penalty 3208.248024 = -1941998.465504
  nChanged 114
		SP:Iteration 141Q (20329.910000 sec): 3 clusters
  Score: Raw -1945231.188619 + Penalty 3208.248024 = -1942022.940595
  nChanged 105
		SP:Iteration 142Q (20330.210000 sec): 3 clusters
  Score: Raw -1945256.702000 + Penalty 3208.248024 = -1942048.453976
  nChanged 117
		SP:Iteration 143Q (20330.470000 sec): 3 clusters
  Score: Raw -1945291.451810 + Penalty 3208.248024 = -1942083.203786
  nChanged 132
		SP:Iteration 144Q (20330.750000 sec): 3 clusters
  Score: Raw -1945328.753994 + Penalty 3208.248024 = -1942120.505970
  nChanged 117
		SP:Iteration 145Q (20331.050000 sec): 3 clusters
  Score: Raw -1945360.858194 + Penalty 3208.248024 = -1942152.610171
  nChanged 110
		SP:Iteration 146Q (20331.300000 sec): 3 clusters
  Score: Raw -1945388.791821 + Penalty 3208.248024 = -1942180.543797
  nChanged 92
		SP:Iteration 147Q (20331.580000 sec): 3 clusters
  Score: Raw -1945408.545866 + Penalty 3208.248024 = -1942200.297842
  nChanged 76
		SP:Iteration 148Q (20331.870000 sec): 3 clusters
  Score: Raw -1945424.736228 + Penalty 3208.248024 = -1942216.488204
  nChanged 80
		SP:Iteration 149Q (20332.170000 sec): 3 clusters
  Score: Raw -1945440.966220 + Penalty 3208.248024 = -1942232.718196
  nChanged 64
		SP:Iteration 150Q (20332.420000 sec): 3 clusters
  Score: Raw -1945454.721281 + Penalty 3208.248024 = -1942246.473257
  nChanged 64
		SP:Iteration 151Q (20332.720000 sec): 3 clusters
  Score: Raw -1945468.983793 + Penalty 3208.248024 = -1942260.735769
  nChanged 58
		SP:Iteration 152Q (20332.960000 sec): 3 clusters
  Score: Raw -1945481.307330 + Penalty 3208.248024 = -1942273.059306
  nChanged 65
		SP:Iteration 153Q (20333.240000 sec): 3 clusters
  Score: Raw -1945495.484099 + Penalty 3208.248024 = -1942287.236075
  nChanged 57
		SP:Iteration 154Q (20333.530000 sec): 3 clusters
  Score: Raw -1945507.969182 + Penalty 3208.248024 = -1942299.721158
  nChanged 57
		SP:Iteration 155Q (20333.820000 sec): 3 clusters
  Score: Raw -1945519.516668 + Penalty 3208.248024 = -1942311.268644
  nChanged 49
		SP:Iteration 156Q (20334.130000 sec): 3 clusters
  Score: Raw -1945529.317777 + Penalty 3208.248024 = -1942321.069753
  nChanged 47
		SP:Iteration 157Q (20334.390000 sec): 3 clusters
  Score: Raw -1945541.300471 + Penalty 3208.248024 = -1942333.052447
  nChanged 56
		SP:Iteration 158Q (20334.630000 sec): 3 clusters
  Score: Raw -1945555.495344 + Penalty 3208.248024 = -1942347.247320
  nChanged 56
		SP:Iteration 159Q (20334.900000 sec): 3 clusters
  Score: Raw -1945568.137098 + Penalty 3208.248024 = -1942359.889074
  nChanged 44
		SP:Iteration 160F (20335.130000 sec): 3 clusters
  Score: Raw -1945576.516093 + Penalty 3208.248024 = -1942368.268069
  nChanged 37
		SP:Iteration 161Q (20335.400000 sec): 3 clusters
  Score: Raw -1945583.478199 + Penalty 3208.248024 = -1942375.230176
  nChanged 36
		SP:Iteration 162Q (20335.670000 sec): 3 clusters
  Score: Raw -1945590.011930 + Penalty 3208.248024 = -1942381.763906
  nChanged 38
		SP:Iteration 163Q (20335.910000 sec): 3 clusters
  Score: Raw -1945598.241410 + Penalty 3208.248024 = -1942389.993386
  nChanged 35
		SP:Iteration 164Q (20336.180000 sec): 3 clusters
  Score: Raw -1945607.210680 + Penalty 3208.248024 = -1942398.962656
  nChanged 35
		SP:Iteration 165Q (20336.480000 sec): 3 clusters
  Score: Raw -1945614.218474 + Penalty 3208.248024 = -1942405.970450
  nChanged 22
		SP:Iteration 166Q (20336.770000 sec): 3 clusters
  Score: Raw -1945618.958468 + Penalty 3208.248024 = -1942410.710444
  nChanged 24
		SP:Iteration 167Q (20337.030000 sec): 3 clusters
  Score: Raw -1945623.816687 + Penalty 3208.248024 = -1942415.568664
  nChanged 28
		SP:Iteration 168Q (20337.300000 sec): 3 clusters
  Score: Raw -1945630.388913 + Penalty 3208.248024 = -1942422.140889
  nChanged 35
		SP:Iteration 169Q (20337.560000 sec): 3 clusters
  Score: Raw -1945640.388205 + Penalty 3208.248024 = -1942432.140181
  nChanged 41
		SP:Iteration 170Q (20337.860000 sec): 3 clusters
  Score: Raw -1945650.003505 + Penalty 3208.248024 = -1942441.755481
  nChanged 34
		SP:Iteration 171Q (20338.110000 sec): 3 clusters
  Score: Raw -1945659.322090 + Penalty 3208.248024 = -1942451.074066
  nChanged 41
		SP:Iteration 172Q (20338.390000 sec): 3 clusters
  Score: Raw -1945669.249532 + Penalty 3208.248024 = -1942461.001508
  nChanged 41
		SP:Iteration 173Q (20338.660000 sec): 3 clusters
  Score: Raw -1945677.730220 + Penalty 3208.248024 = -1942469.482196
  nChanged 33
		SP:Iteration 174Q (20338.910000 sec): 3 clusters
  Score: Raw -1945685.168374 + Penalty 3208.248024 = -1942476.920350
  nChanged 37
		SP:Iteration 175Q (20339.200000 sec): 3 clusters
  Score: Raw -1945695.047166 + Penalty 3208.248024 = -1942486.799142
  nChanged 41
		SP:Iteration 176Q (20339.440000 sec): 3 clusters
  Score: Raw -1945704.675768 + Penalty 3208.248024 = -1942496.427744
  nChanged 42
		SP:Iteration 177Q (20339.710000 sec): 3 clusters
  Score: Raw -1945715.230135 + Penalty 3208.248024 = -1942506.982111
  nChanged 38
		SP:Iteration 178Q (20340.020000 sec): 3 clusters
  Score: Raw -1945723.554264 + Penalty 3208.248024 = -1942515.306240
  nChanged 33
		SP:Iteration 179Q (20340.260000 sec): 3 clusters
  Score: Raw -1945730.944449 + Penalty 3208.248024 = -1942522.696425
  nChanged 30
		SP:Iteration 180F (20340.590000 sec): 3 clusters
  Score: Raw -1945738.528874 + Penalty 3208.248024 = -1942530.280850
  nChanged 33
		SP:Iteration 181Q (20340.900000 sec): 3 clusters
  Score: Raw -1945746.626093 + Penalty 3208.248024 = -1942538.378069
  nChanged 28
		SP:Iteration 182Q (20341.160000 sec): 3 clusters
  Score: Raw -1945753.709826 + Penalty 3208.248024 = -1942545.461802
  nChanged 23
		SP:Iteration 183Q (20341.420000 sec): 3 clusters
  Score: Raw -1945761.059122 + Penalty 3208.248024 = -1942552.811099
  nChanged 34
		SP:Iteration 184Q (20341.720000 sec): 3 clusters
  Score: Raw -1945772.123759 + Penalty 3208.248024 = -1942563.875735
  nChanged 37
		SP:Iteration 185Q (20341.990000 sec): 3 clusters
  Score: Raw -1945783.133576 + Penalty 3208.248024 = -1942574.885552
  nChanged 31
		SP:Iteration 186Q (20342.310000 sec): 3 clusters
  Score: Raw -1945791.327406 + Penalty 3208.248024 = -1942583.079382
  nChanged 18
		SP:Iteration 187Q (20342.570000 sec): 3 clusters
  Score: Raw -1945796.240336 + Penalty 3208.248024 = -1942587.992312
  nChanged 19
		SP:Iteration 188Q (20342.910000 sec): 3 clusters
  Score: Raw -1945800.545919 + Penalty 3208.248024 = -1942592.297895
  nChanged 24
		SP:Iteration 189Q (20343.110000 sec): 3 clusters
  Score: Raw -1945805.362876 + Penalty 3208.248024 = -1942597.114852
  nChanged 23
		SP:Iteration 190Q (20343.390000 sec): 3 clusters
  Score: Raw -1945811.117254 + Penalty 3208.248024 = -1942602.869230
  nChanged 21
		SP:Iteration 191Q (20343.620000 sec): 3 clusters
  Score: Raw -1945816.989491 + Penalty 3208.248024 = -1942608.741467
  nChanged 29
		SP:Iteration 192Q (20343.910000 sec): 3 clusters
  Score: Raw -1945823.451087 + Penalty 3208.248024 = -1942615.203063
  nChanged 21
		SP:Iteration 193Q (20344.230000 sec): 3 clusters
  Score: Raw -1945829.122308 + Penalty 3208.248024 = -1942620.874284
  nChanged 15
		SP:Iteration 194Q (20344.480000 sec): 3 clusters
  Score: Raw -1945832.039693 + Penalty 3208.248024 = -1942623.791669
  nChanged 12
		SP:Iteration 195Q (20344.780000 sec): 3 clusters
  Score: Raw -1945834.956455 + Penalty 3208.248024 = -1942626.708431
  nChanged 17
		SP:Iteration 196Q (20345.000000 sec): 3 clusters
  Score: Raw -1945838.422472 + Penalty 3208.248024 = -1942630.174448
  nChanged 16
		SP:Iteration 197Q (20345.320000 sec): 3 clusters
  Score: Raw -1945843.022129 + Penalty 3208.248024 = -1942634.774105
  nChanged 20
		SP:Iteration 198Q (20345.640000 sec): 3 clusters
  Score: Raw -1945848.787940 + Penalty 3208.248024 = -1942640.539916
  nChanged 16
		SP:Iteration 199Q (20345.900000 sec): 3 clusters
  Score: Raw -1945854.428212 + Penalty 3208.248024 = -1942646.180188
  nChanged 17
		SP:Iteration 200F (20346.190000 sec): 3 clusters
  Score: Raw -1945860.076915 + Penalty 3208.248024 = -1942651.828891
  nChanged 19
		SP:Iteration 201Q (20346.440000 sec): 3 clusters
  Score: Raw -1945866.404247 + Penalty 3208.248024 = -1942658.156223
  nChanged 19
		SP:Iteration 202Q (20346.700000 sec): 3 clusters
  Score: Raw -1945872.466639 + Penalty 3208.248024 = -1942664.218615
  nChanged 17
		SP:Iteration 203Q (20347.010000 sec): 3 clusters
  Score: Raw -1945878.765474 + Penalty 3208.248024 = -1942670.517450
  nChanged 20
		SP:Iteration 204Q (20347.250000 sec): 3 clusters
  Score: Raw -1945886.546393 + Penalty 3208.248024 = -1942678.298369
  nChanged 24
		SP:Iteration 205Q (20347.600000 sec): 3 clusters
  Score: Raw -1945894.453493 + Penalty 3208.248024 = -1942686.205469
  nChanged 24
		SP:Iteration 206Q (20347.870000 sec): 3 clusters
  Score: Raw -1945903.363967 + Penalty 3208.248024 = -1942695.115943
  nChanged 23
		SP:Iteration 207Q (20348.090000 sec): 3 clusters
  Score: Raw -1945910.543204 + Penalty 3208.248024 = -1942702.295180
  nChanged 19
		SP:Iteration 208Q (20348.370000 sec): 3 clusters
  Score: Raw -1945917.618964 + Penalty 3208.248024 = -1942709.370940
  nChanged 18
		SP:Iteration 209Q (20348.640000 sec): 3 clusters
  Score: Raw -1945924.295354 + Penalty 3208.248024 = -1942716.047330
  nChanged 15
		SP:Iteration 210Q (20348.940000 sec): 3 clusters
  Score: Raw -1945930.189149 + Penalty 3208.248024 = -1942721.941125
  nChanged 18
		SP:Iteration 211Q (20349.220000 sec): 3 clusters
  Score: Raw -1945936.942975 + Penalty 3208.248024 = -1942728.694951
  nChanged 11
		SP:Iteration 212Q (20349.530000 sec): 3 clusters
  Score: Raw -1945941.514720 + Penalty 3208.248024 = -1942733.266696
  nChanged 15
		SP:Iteration 213Q (20349.820000 sec): 3 clusters
  Score: Raw -1945945.745750 + Penalty 3208.248024 = -1942737.497726
  nChanged 17
		SP:Iteration 214Q (20350.110000 sec): 3 clusters
  Score: Raw -1945951.649682 + Penalty 3208.248024 = -1942743.401658
  nChanged 18
		SP:Iteration 215Q (20350.360000 sec): 3 clusters
  Score: Raw -1945959.830259 + Penalty 3208.248024 = -1942751.582235
  nChanged 20
		SP:Iteration 216Q (20350.630000 sec): 3 clusters
  Score: Raw -1945970.514757 + Penalty 3208.248024 = -1942762.266733
  nChanged 24
		SP:Iteration 217Q (20350.940000 sec): 3 clusters
  Score: Raw -1945981.453661 + Penalty 3208.248024 = -1942773.205637
  nChanged 17
		SP:Iteration 218Q (20351.230000 sec): 3 clusters
  Score: Raw -1945987.664794 + Penalty 3208.248024 = -1942779.416770
  nChanged 10
		SP:Iteration 219Q (20351.550000 sec): 3 clusters
  Score: Raw -1945992.967491 + Penalty 3208.248024 = -1942784.719467
  nChanged 14
		SP:Iteration 220F (20351.840000 sec): 3 clusters
  Score: Raw -1945999.817209 + Penalty 3208.248024 = -1942791.569185
  nChanged 17
		SP:Iteration 221Q (20352.100000 sec): 3 clusters
  Score: Raw -1946006.093875 + Penalty 3208.248024 = -1942797.845852
  nChanged 14
		SP:Iteration 222Q (20352.360000 sec): 3 clusters
  Score: Raw -1946011.082381 + Penalty 3208.248024 = -1942802.834357
  nChanged 10
		SP:Iteration 223Q (20352.620000 sec): 3 clusters
  Score: Raw -1946016.373567 + Penalty 3208.248024 = -1942808.125543
  nChanged 15
		SP:Iteration 224Q (20352.950000 sec): 3 clusters
  Score: Raw -1946024.021860 + Penalty 3208.248024 = -1942815.773836
  nChanged 18
		SP:Iteration 225Q (20353.220000 sec): 3 clusters
  Score: Raw -1946032.988164 + Penalty 3208.248024 = -1942824.740140
  nChanged 17
		SP:Iteration 226Q (20353.430000 sec): 3 clusters
  Score: Raw -1946041.936585 + Penalty 3208.248024 = -1942833.688561
  nChanged 15
		SP:Iteration 227Q (20353.720000 sec): 3 clusters
  Score: Raw -1946047.368390 + Penalty 3208.248024 = -1942839.120366
  nChanged 12
		SP:Iteration 228Q (20353.990000 sec): 3 clusters
  Score: Raw -1946052.940482 + Penalty 3208.248024 = -1942844.692458
  nChanged 12
		SP:Iteration 229Q (20354.260000 sec): 3 clusters
  Score: Raw -1946058.638170 + Penalty 3208.248024 = -1942850.390146
  nChanged 9
		SP:Iteration 230Q (20354.530000 sec): 3 clusters
  Score: Raw -1946062.780255 + Penalty 3208.248024 = -1942854.532231
  nChanged 7
		SP:Iteration 231Q (20354.800000 sec): 3 clusters
  Score: Raw -1946064.515757 + Penalty 3208.248024 = -1942856.267733
  nChanged 7
		SP:Iteration 232Q (20355.010000 sec): 3 clusters
  Score: Raw -1946067.289683 + Penalty 3208.248024 = -1942859.041659
  nChanged 5
		SP:Iteration 233Q (20355.280000 sec): 3 clusters
  Score: Raw -1946070.676550 + Penalty 3208.248024 = -1942862.428526
  nChanged 5
		SP:Iteration 234Q (20355.610000 sec): 3 clusters
  Score: Raw -1946073.522502 + Penalty 3208.248024 = -1942865.274478
  nChanged 4
		SP:Iteration 235Q (20355.880000 sec): 3 clusters
  Score: Raw -1946075.656414 + Penalty 3208.248024 = -1942867.408390
  nChanged 4
		SP:Iteration 236Q (20356.100000 sec): 3 clusters
  Score: Raw -1946077.404664 + Penalty 3208.248024 = -1942869.156640
  nChanged 1
		SP:Iteration 237Q (20356.360000 sec): 3 clusters
  Score: Raw -1946077.781508 + Penalty 3208.248024 = -1942869.533484
  nChanged 2
		SP:Iteration 238Q (20356.610000 sec): 3 clusters
  Score: Raw -1946078.371475 + Penalty 3208.248024 = -1942870.123451
  nChanged 0
		SP:Iteration 239F (20356.880000 sec): 3 clusters
  Score: Raw -1946078.371475 + Penalty 3208.248024 = -1942870.123451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20357.030000 sec): 2 clusters
  Score: Raw -416718.254897 + Penalty 1345.285851 = -415372.969045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20357.190000 sec): 3 clusters
  Score: Raw -414780.242830 + Penalty 2690.571703 = -412089.671127
  nChanged 1514
		SP:Iteration 1F (20357.400000 sec): 3 clusters
  Score: Raw -415607.981481 + Penalty 2690.571703 = -412917.409778
  nChanged 359
		SP:Iteration 2F (20357.590000 sec): 3 clusters
  Score: Raw -415893.104142 + Penalty 2690.571703 = -413202.532439
  nChanged 288
		SP:Iteration 3F (20357.770000 sec): 3 clusters
  Score: Raw -416141.417819 + Penalty 2690.571703 = -413450.846116
  nChanged 264
		SP:Iteration 4F (20357.970000 sec): 3 clusters
  Score: Raw -416357.068461 + Penalty 2690.571703 = -413666.496758
  nChanged 231
		SP:Iteration 5F (20358.170000 sec): 3 clusters
  Score: Raw -416573.127913 + Penalty 2690.571703 = -413882.556210
  nChanged 228
		SP:Iteration 6F (20358.330000 sec): 3 clusters
  Score: Raw -416806.411717 + Penalty 2690.571703 = -414115.840014
  nChanged 226
		SP:Iteration 7F (20358.550000 sec): 3 clusters
  Score: Raw -417049.468801 + Penalty 2690.571703 = -414358.897098
  nChanged 177
		SP:Iteration 8Q (20358.720000 sec): 3 clusters
  Score: Raw -417205.390386 + Penalty 2690.571703 = -414514.818683
  nChanged 144
		SP:Iteration 9Q (20358.930000 sec): 3 clusters
  Score: Raw -417324.290592 + Penalty 2690.571703 = -414633.718889
  nChanged 125
		SP:Iteration 10Q (20359.090000 sec): 3 clusters
  Score: Raw -417416.327804 + Penalty 2690.571703 = -414725.756101
  nChanged 83
		SP:Iteration 11Q (20359.270000 sec): 3 clusters
  Score: Raw -417463.062210 + Penalty 2690.571703 = -414772.490507
  nChanged 71
		SP:Iteration 12Q (20359.410000 sec): 3 clusters
  Score: Raw -417503.096056 + Penalty 2690.571703 = -414812.524353
  nChanged 66
		SP:Iteration 13Q (20359.570000 sec): 3 clusters
  Score: Raw -417535.203056 + Penalty 2690.571703 = -414844.631353
  nChanged 46
		SP:Iteration 14Q (20359.750000 sec): 3 clusters
  Score: Raw -417556.164853 + Penalty 2690.571703 = -414865.593150
  nChanged 37
		SP:Iteration 15Q (20359.910000 sec): 3 clusters
  Score: Raw -417570.262289 + Penalty 2690.571703 = -414879.690586
  nChanged 26
		SP:Iteration 16Q (20360.070000 sec): 3 clusters
  Score: Raw -417581.211109 + Penalty 2690.571703 = -414890.639406
  nChanged 16
		SP:Iteration 17Q (20360.290000 sec): 3 clusters
  Score: Raw -417586.564937 + Penalty 2690.571703 = -414895.993235
  nChanged 16
		SP:Iteration 18Q (20360.470000 sec): 3 clusters
  Score: Raw -417591.354997 + Penalty 2690.571703 = -414900.783294
  nChanged 20
		SP:Iteration 19Q (20360.650000 sec): 3 clusters
  Score: Raw -417597.219616 + Penalty 2690.571703 = -414906.647913
  nChanged 13
		SP:Iteration 20F (20360.860000 sec): 3 clusters
  Score: Raw -417600.053399 + Penalty 2690.571703 = -414909.481696
  nChanged 11
		SP:Iteration 21Q (20361.070000 sec): 3 clusters
  Score: Raw -417603.933762 + Penalty 2690.571703 = -414913.362059
  nChanged 19
		SP:Iteration 22Q (20361.260000 sec): 3 clusters
  Score: Raw -417609.163642 + Penalty 2690.571703 = -414918.591939
  nChanged 15
		SP:Iteration 23Q (20361.450000 sec): 3 clusters
  Score: Raw -417613.013513 + Penalty 2690.571703 = -414922.441810
  nChanged 17
		SP:Iteration 24Q (20361.640000 sec): 3 clusters
  Score: Raw -417617.715546 + Penalty 2690.571703 = -414927.143843
  nChanged 15
		SP:Iteration 25Q (20361.860000 sec): 3 clusters
  Score: Raw -417621.754701 + Penalty 2690.571703 = -414931.182998
  nChanged 13
		SP:Iteration 26Q (20362.070000 sec): 3 clusters
  Score: Raw -417625.100038 + Penalty 2690.571703 = -414934.528335
  nChanged 12
		SP:Iteration 27Q (20362.260000 sec): 3 clusters
  Score: Raw -417628.407616 + Penalty 2690.571703 = -414937.835914
  nChanged 13
		SP:Iteration 28Q (20362.450000 sec): 3 clusters
  Score: Raw -417630.642241 + Penalty 2690.571703 = -414940.070538
  nChanged 5
		SP:Iteration 29Q (20362.670000 sec): 3 clusters
  Score: Raw -417632.049895 + Penalty 2690.571703 = -414941.478192
  nChanged 5
		SP:Iteration 30Q (20362.850000 sec): 3 clusters
  Score: Raw -417633.124593 + Penalty 2690.571703 = -414942.552890
  nChanged 2
		SP:Iteration 31Q (20363.040000 sec): 3 clusters
  Score: Raw -417633.786254 + Penalty 2690.571703 = -414943.214551
  nChanged 4
		SP:Iteration 32Q (20363.240000 sec): 3 clusters
  Score: Raw -417634.920178 + Penalty 2690.571703 = -414944.348475
  nChanged 3
		SP:Iteration 33Q (20363.460000 sec): 3 clusters
  Score: Raw -417635.871575 + Penalty 2690.571703 = -414945.299872
  nChanged 4
		SP:Iteration 34Q (20363.710000 sec): 3 clusters
  Score: Raw -417636.793116 + Penalty 2690.571703 = -414946.221413
  nChanged 3
		SP:Iteration 35Q (20363.860000 sec): 3 clusters
  Score: Raw -417637.212811 + Penalty 2690.571703 = -414946.641108
  nChanged 4
		SP:Iteration 36Q (20364.040000 sec): 3 clusters
  Score: Raw -417637.861881 + Penalty 2690.571703 = -414947.290178
  nChanged 4
		SP:Iteration 37Q (20364.190000 sec): 3 clusters
  Score: Raw -417638.538532 + Penalty 2690.571703 = -414947.966829
  nChanged 3
		SP:Iteration 38Q (20364.350000 sec): 3 clusters
  Score: Raw -417638.997095 + Penalty 2690.571703 = -414948.425392
  nChanged 3
		SP:Iteration 39Q (20364.550000 sec): 3 clusters
  Score: Raw -417639.856306 + Penalty 2690.571703 = -414949.284603
  nChanged 2
		SP:Iteration 40F (20364.710000 sec): 3 clusters
  Score: Raw -417640.107825 + Penalty 2690.571703 = -414949.536122
  nChanged 1
		SP:Iteration 41Q (20364.860000 sec): 3 clusters
  Score: Raw -417640.255848 + Penalty 2690.571703 = -414949.684145
  nChanged 0
		SP:Iteration 42F (20365.070000 sec): 3 clusters
  Score: Raw -417640.255848 + Penalty 2690.571703 = -414949.684145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20365.180000 sec): 2 clusters
  Score: Raw -946221.053870 + Penalty 1474.031545 = -944747.022325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20365.430000 sec): 3 clusters
  Score: Raw -941321.047536 + Penalty 2948.063091 = -938372.984445
  nChanged 3688
		SP:Iteration 1F (20365.610000 sec): 3 clusters
  Score: Raw -943385.948859 + Penalty 2948.063091 = -940437.885769
  nChanged 574
		SP:Iteration 2F (20365.830000 sec): 3 clusters
  Score: Raw -943671.506001 + Penalty 2948.063091 = -940723.442911
  nChanged 458
		SP:Iteration 3F (20366.020000 sec): 3 clusters
  Score: Raw -943902.418579 + Penalty 2948.063091 = -940954.355489
  nChanged 399
		SP:Iteration 4Q (20366.200000 sec): 3 clusters
  Score: Raw -944109.489795 + Penalty 2948.063091 = -941161.426704
  nChanged 370
		SP:Iteration 5Q (20366.430000 sec): 3 clusters
  Score: Raw -944305.980327 + Penalty 2948.063091 = -941357.917236
  nChanged 361
		SP:Iteration 6Q (20366.610000 sec): 3 clusters
  Score: Raw -944495.705169 + Penalty 2948.063091 = -941547.642079
  nChanged 351
		SP:Iteration 7Q (20366.840000 sec): 3 clusters
  Score: Raw -944675.951442 + Penalty 2948.063091 = -941727.888352
  nChanged 324
		SP:Iteration 8Q (20367.020000 sec): 3 clusters
  Score: Raw -944856.781859 + Penalty 2948.063091 = -941908.718769
  nChanged 341
		SP:Iteration 9Q (20367.230000 sec): 3 clusters
  Score: Raw -945073.323597 + Penalty 2948.063091 = -942125.260507
  nChanged 346
		SP:Iteration 10Q (20367.400000 sec): 3 clusters
  Score: Raw -945303.031516 + Penalty 2948.063091 = -942354.968425
  nChanged 356
		SP:Iteration 11Q (20367.600000 sec): 3 clusters
  Score: Raw -945537.727261 + Penalty 2948.063091 = -942589.664171
  nChanged 350
		SP:Iteration 12Q (20367.820000 sec): 3 clusters
  Score: Raw -945799.822024 + Penalty 2948.063091 = -942851.758933
  nChanged 313
		SP:Iteration 13Q (20367.990000 sec): 3 clusters
  Score: Raw -946027.654992 + Penalty 2948.063091 = -943079.591902
  nChanged 267
		SP:Iteration 14Q (20368.180000 sec): 3 clusters
  Score: Raw -946204.220289 + Penalty 2948.063091 = -943256.157199
  nChanged 215
		SP:Iteration 15Q (20368.380000 sec): 3 clusters
  Score: Raw -946344.024193 + Penalty 2948.063091 = -943395.961102
  nChanged 178
		SP:Iteration 16Q (20368.580000 sec): 3 clusters
  Score: Raw -946462.058113 + Penalty 2948.063091 = -943513.995022
  nChanged 145
		SP:Iteration 17Q (20368.800000 sec): 3 clusters
  Score: Raw -946560.093072 + Penalty 2948.063091 = -943612.029981
  nChanged 133
		SP:Iteration 18Q (20368.980000 sec): 3 clusters
  Score: Raw -946662.565246 + Penalty 2948.063091 = -943714.502156
  nChanged 91
		SP:Iteration 19Q (20369.190000 sec): 3 clusters
  Score: Raw -946737.866949 + Penalty 2948.063091 = -943789.803858
  nChanged 87
		SP:Iteration 20F (20369.370000 sec): 3 clusters
  Score: Raw -946799.134849 + Penalty 2948.063091 = -943851.071758
  nChanged 75
		SP:Iteration 21Q (20369.500000 sec): 3 clusters
  Score: Raw -946839.453756 + Penalty 2948.063091 = -943891.390665
  nChanged 52
		SP:Iteration 22Q (20369.690000 sec): 3 clusters
  Score: Raw -946862.175617 + Penalty 2948.063091 = -943914.112526
  nChanged 38
		SP:Iteration 23Q (20369.860000 sec): 3 clusters
  Score: Raw -946874.494221 + Penalty 2948.063091 = -943926.431130
  nChanged 27
		SP:Iteration 24Q (20370.080000 sec): 3 clusters
  Score: Raw -946881.432095 + Penalty 2948.063091 = -943933.369004
  nChanged 17
		SP:Iteration 25Q (20370.280000 sec): 3 clusters
  Score: Raw -946884.849465 + Penalty 2948.063091 = -943936.786374
  nChanged 7
		SP:Iteration 26Q (20370.490000 sec): 3 clusters
  Score: Raw -946885.843771 + Penalty 2948.063091 = -943937.780681
  nChanged 2
		SP:Iteration 27Q (20370.730000 sec): 3 clusters
  Score: Raw -946886.308877 + Penalty 2948.063091 = -943938.245787
  nChanged 2
		SP:Iteration 28Q (20370.960000 sec): 3 clusters
  Score: Raw -946886.733313 + Penalty 2948.063091 = -943938.670222
  nChanged 1
		SP:Iteration 29Q (20371.200000 sec): 3 clusters
  Score: Raw -946886.779310 + Penalty 2948.063091 = -943938.716219
  nChanged 0
		SP:Iteration 30F (20371.380000 sec): 3 clusters
  Score: Raw -946886.779310 + Penalty 2948.063091 = -943938.716219
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20371.520000 sec): 2 clusters
  Score: Raw -410299.570649 + Penalty 1358.435532 = -408941.135118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20371.710000 sec): 3 clusters
  Score: Raw -408161.958724 + Penalty 2716.871063 = -405445.087661
  nChanged 1702
		SP:Iteration 1F (20371.920000 sec): 3 clusters
  Score: Raw -409444.768571 + Penalty 2716.871063 = -406727.897508
  nChanged 452
		SP:Iteration 2F (20372.120000 sec): 3 clusters
  Score: Raw -409924.112525 + Penalty 2716.871063 = -407207.241462
  nChanged 372
		SP:Iteration 3F (20372.340000 sec): 3 clusters
  Score: Raw -410353.044985 + Penalty 2716.871063 = -407636.173921
  nChanged 319
		SP:Iteration 4F (20372.540000 sec): 3 clusters
  Score: Raw -410736.615536 + Penalty 2716.871063 = -408019.744473
  nChanged 261
		SP:Iteration 5F (20372.730000 sec): 3 clusters
  Score: Raw -411004.710473 + Penalty 2716.871063 = -408287.839410
  nChanged 195
		SP:Iteration 6Q (20372.930000 sec): 3 clusters
  Score: Raw -411152.023776 + Penalty 2716.871063 = -408435.152713
  nChanged 138
		SP:Iteration 7Q (20373.110000 sec): 3 clusters
  Score: Raw -411256.149305 + Penalty 2716.871063 = -408539.278242
  nChanged 105
		SP:Iteration 8Q (20373.320000 sec): 3 clusters
  Score: Raw -411340.664546 + Penalty 2716.871063 = -408623.793483
  nChanged 103
		SP:Iteration 9Q (20373.510000 sec): 3 clusters
  Score: Raw -411403.409897 + Penalty 2716.871063 = -408686.538834
  nChanged 71
		SP:Iteration 10Q (20373.720000 sec): 3 clusters
  Score: Raw -411440.422565 + Penalty 2716.871063 = -408723.551502
  nChanged 49
		SP:Iteration 11Q (20373.890000 sec): 3 clusters
  Score: Raw -411462.340314 + Penalty 2716.871063 = -408745.469251
  nChanged 41
		SP:Iteration 12Q (20374.100000 sec): 3 clusters
  Score: Raw -411482.817529 + Penalty 2716.871063 = -408765.946466
  nChanged 30
		SP:Iteration 13Q (20374.320000 sec): 3 clusters
  Score: Raw -411496.495077 + Penalty 2716.871063 = -408779.624014
  nChanged 26
		SP:Iteration 14Q (20374.520000 sec): 3 clusters
  Score: Raw -411504.936917 + Penalty 2716.871063 = -408788.065854
  nChanged 21
		SP:Iteration 15Q (20374.720000 sec): 3 clusters
  Score: Raw -411510.551679 + Penalty 2716.871063 = -408793.680616
  nChanged 15
		SP:Iteration 16Q (20374.910000 sec): 3 clusters
  Score: Raw -411515.833391 + Penalty 2716.871063 = -408798.962328
  nChanged 18
		SP:Iteration 17Q (20375.100000 sec): 3 clusters
  Score: Raw -411523.012579 + Penalty 2716.871063 = -408806.141516
  nChanged 15
		SP:Iteration 18Q (20375.310000 sec): 3 clusters
  Score: Raw -411528.924453 + Penalty 2716.871063 = -408812.053390
  nChanged 12
		SP:Iteration 19Q (20375.500000 sec): 3 clusters
  Score: Raw -411532.396274 + Penalty 2716.871063 = -408815.525211
  nChanged 9
		SP:Iteration 20F (20375.710000 sec): 3 clusters
  Score: Raw -411534.165554 + Penalty 2716.871063 = -408817.294491
  nChanged 7
		SP:Iteration 21Q (20375.880000 sec): 3 clusters
  Score: Raw -411536.786428 + Penalty 2716.871063 = -408819.915365
  nChanged 6
		SP:Iteration 22Q (20376.120000 sec): 3 clusters
  Score: Raw -411539.166960 + Penalty 2716.871063 = -408822.295897
  nChanged 7
		SP:Iteration 23Q (20376.330000 sec): 3 clusters
  Score: Raw -411540.645413 + Penalty 2716.871063 = -408823.774350
  nChanged 1
		SP:Iteration 24Q (20376.570000 sec): 3 clusters
  Score: Raw -411540.886396 + Penalty 2716.871063 = -408824.015333
  nChanged 1
		SP:Iteration 25Q (20376.760000 sec): 3 clusters
  Score: Raw -411541.249040 + Penalty 2716.871063 = -408824.377977
  nChanged 2
		SP:Iteration 26Q (20376.920000 sec): 3 clusters
  Score: Raw -411541.594392 + Penalty 2716.871063 = -408824.723329
  nChanged 0
		SP:Iteration 27F (20377.120000 sec): 3 clusters
  Score: Raw -411541.594392 + Penalty 2716.871063 = -408824.723329
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (1080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20377.260000 sec): 2 clusters
  Score: Raw -115372.065316 + Penalty 1135.016402 = -114237.048914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20377.460000 sec): 3 clusters
  Score: Raw -114983.714393 + Penalty 2270.032804 = -112713.681589
  nChanged 334
		SP:Iteration 1F (20377.630000 sec): 3 clusters
  Score: Raw -115303.912068 + Penalty 2270.032804 = -113033.879264
  nChanged 94
		SP:Iteration 2F (20377.780000 sec): 3 clusters
  Score: Raw -115441.196112 + Penalty 2270.032804 = -113171.163308
  nChanged 63
		SP:Iteration 3F (20377.950000 sec): 3 clusters
  Score: Raw -115569.118378 + Penalty 2270.032804 = -113299.085574
  nChanged 51
		SP:Iteration 4Q (20378.120000 sec): 3 clusters
  Score: Raw -115670.372421 + Penalty 2270.032804 = -113400.339617
  nChanged 43
		SP:Iteration 5Q (20378.280000 sec): 3 clusters
  Score: Raw -115746.187637 + Penalty 2270.032804 = -113476.154833
  nChanged 42
		SP:Iteration 6Q (20378.430000 sec): 3 clusters
  Score: Raw -115811.713816 + Penalty 2270.032804 = -113541.681012
  nChanged 42
		SP:Iteration 7Q (20378.580000 sec): 3 clusters
  Score: Raw -115882.987715 + Penalty 2270.032804 = -113612.954911
  nChanged 33
		SP:Iteration 8Q (20378.780000 sec): 3 clusters
  Score: Raw -115952.383037 + Penalty 2270.032804 = -113682.350233
  nChanged 41
		SP:Iteration 9Q (20378.930000 sec): 3 clusters
  Score: Raw -116058.947095 + Penalty 2270.032804 = -113788.914291
  nChanged 45
		SP:Iteration 10Q (20379.110000 sec): 3 clusters
  Score: Raw -116218.564796 + Penalty 2270.032804 = -113948.531992
  nChanged 46
		SP:Iteration 11Q (20379.310000 sec): 3 clusters
  Score: Raw -116425.822788 + Penalty 2270.032804 = -114155.789984
  nChanged 48
		SP:Iteration 12Q (20379.500000 sec): 3 clusters
  Score: Raw -116872.551029 + Penalty 2270.032804 = -114602.518225
  nChanged 29
		SP:Iteration 13Q (20379.670000 sec): 3 clusters
  Score: Raw -117515.961694 + Penalty 2270.032804 = -115245.928890
  nChanged 3
		SP:Iteration 14Q (20379.840000 sec): 3 clusters
  Score: Raw -117683.688486 + Penalty 2270.032804 = -115413.655682
  nChanged 0
		SP:Iteration 15F (20380.020000 sec): 3 clusters
  Score: Raw -117683.688486 + Penalty 2270.032804 = -115413.655682
  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 9.11 GB.

 Trying to split cluster 45 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20380.100000 sec): 2 clusters
  Score: Raw -353026.778182 + Penalty 1311.420645 = -351715.357537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20380.340000 sec): 3 clusters
  Score: Raw -351506.877202 + Penalty 2622.841290 = -348884.035912
  nChanged 1249
		SP:Iteration 1F (20380.540000 sec): 3 clusters
  Score: Raw -352232.378097 + Penalty 2622.841290 = -349609.536807
  nChanged 223
		SP:Iteration 2F (20380.700000 sec): 3 clusters
  Score: Raw -352361.088818 + Penalty 2622.841290 = -349738.247528
  nChanged 156
		SP:Iteration 3Q (20380.940000 sec): 3 clusters
  Score: Raw -352446.483445 + Penalty 2622.841290 = -349823.642155
  nChanged 104
		SP:Iteration 4Q (20381.070000 sec): 3 clusters
  Score: Raw -352493.573809 + Penalty 2622.841290 = -349870.732518
  nChanged 83
		SP:Iteration 5Q (20381.270000 sec): 3 clusters
  Score: Raw -352527.538635 + Penalty 2622.841290 = -349904.697345
  nChanged 64
		SP:Iteration 6Q (20381.430000 sec): 3 clusters
  Score: Raw -352563.461307 + Penalty 2622.841290 = -349940.620017
  nChanged 86
		SP:Iteration 7Q (20381.620000 sec): 3 clusters
  Score: Raw -352608.469408 + Penalty 2622.841290 = -349985.628118
  nChanged 88
		SP:Iteration 8Q (20381.820000 sec): 3 clusters
  Score: Raw -352665.026440 + Penalty 2622.841290 = -350042.185150
  nChanged 108
		SP:Iteration 9Q (20382.020000 sec): 3 clusters
  Score: Raw -352730.852838 + Penalty 2622.841290 = -350108.011548
  nChanged 106
		SP:Iteration 10Q (20382.190000 sec): 3 clusters
  Score: Raw -352803.827681 + Penalty 2622.841290 = -350180.986391
  nChanged 99
		SP:Iteration 11Q (20382.340000 sec): 3 clusters
  Score: Raw -352878.932185 + Penalty 2622.841290 = -350256.090894
  nChanged 102
		SP:Iteration 12Q (20382.500000 sec): 3 clusters
  Score: Raw -352949.299108 + Penalty 2622.841290 = -350326.457818
  nChanged 91
		SP:Iteration 13Q (20382.690000 sec): 3 clusters
  Score: Raw -353008.499076 + Penalty 2622.841290 = -350385.657786
  nChanged 87
		SP:Iteration 14Q (20382.870000 sec): 3 clusters
  Score: Raw -353066.701719 + Penalty 2622.841290 = -350443.860429
  nChanged 78
		SP:Iteration 15Q (20383.070000 sec): 3 clusters
  Score: Raw -353112.869314 + Penalty 2622.841290 = -350490.028024
  nChanged 73
		SP:Iteration 16Q (20383.270000 sec): 3 clusters
  Score: Raw -353156.510351 + Penalty 2622.841290 = -350533.669061
  nChanged 68
		SP:Iteration 17Q (20383.460000 sec): 3 clusters
  Score: Raw -353192.310829 + Penalty 2622.841290 = -350569.469538
  nChanged 42
		SP:Iteration 18Q (20383.660000 sec): 3 clusters
  Score: Raw -353217.493702 + Penalty 2622.841290 = -350594.652412
  nChanged 39
		SP:Iteration 19Q (20383.920000 sec): 3 clusters
  Score: Raw -353243.774630 + Penalty 2622.841290 = -350620.933340
  nChanged 37
		SP:Iteration 20F (20384.110000 sec): 3 clusters
  Score: Raw -353267.008790 + Penalty 2622.841290 = -350644.167499
  nChanged 31
		SP:Iteration 21Q (20384.290000 sec): 3 clusters
  Score: Raw -353285.273195 + Penalty 2622.841290 = -350662.431905
  nChanged 34
		SP:Iteration 22Q (20384.460000 sec): 3 clusters
  Score: Raw -353298.963758 + Penalty 2622.841290 = -350676.122467
  nChanged 26
		SP:Iteration 23Q (20384.700000 sec): 3 clusters
  Score: Raw -353308.099710 + Penalty 2622.841290 = -350685.258420
  nChanged 14
		SP:Iteration 24Q (20384.900000 sec): 3 clusters
  Score: Raw -353312.545252 + Penalty 2622.841290 = -350689.703961
  nChanged 12
		SP:Iteration 25Q (20385.120000 sec): 3 clusters
  Score: Raw -353318.361705 + Penalty 2622.841290 = -350695.520414
  nChanged 12
		SP:Iteration 26Q (20385.270000 sec): 3 clusters
  Score: Raw -353322.715421 + Penalty 2622.841290 = -350699.874130
  nChanged 11
		SP:Iteration 27Q (20385.470000 sec): 3 clusters
  Score: Raw -353326.087180 + Penalty 2622.841290 = -350703.245889
  nChanged 8
		SP:Iteration 28Q (20385.670000 sec): 3 clusters
  Score: Raw -353328.012663 + Penalty 2622.841290 = -350705.171373
  nChanged 5
		SP:Iteration 29Q (20385.870000 sec): 3 clusters
  Score: Raw -353329.301045 + Penalty 2622.841290 = -350706.459755
  nChanged 6
		SP:Iteration 30Q (20386.080000 sec): 3 clusters
  Score: Raw -353331.774122 + Penalty 2622.841290 = -350708.932832
  nChanged 3
		SP:Iteration 31Q (20386.300000 sec): 3 clusters
  Score: Raw -353332.383984 + Penalty 2622.841290 = -350709.542694
  nChanged 3
		SP:Iteration 32Q (20386.560000 sec): 3 clusters
  Score: Raw -353332.906254 + Penalty 2622.841290 = -350710.064963
  nChanged 3
		SP:Iteration 33Q (20386.720000 sec): 3 clusters
  Score: Raw -353334.049255 + Penalty 2622.841290 = -350711.207965
  nChanged 2
		SP:Iteration 34Q (20386.920000 sec): 3 clusters
  Score: Raw -353334.508554 + Penalty 2622.841290 = -350711.667263
  nChanged 1
		SP:Iteration 35Q (20387.100000 sec): 3 clusters
  Score: Raw -353334.685034 + Penalty 2622.841290 = -350711.843744
  nChanged 0
		SP:Iteration 36F (20387.310000 sec): 3 clusters
  Score: Raw -353334.685034 + Penalty 2622.841290 = -350711.843744
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20387.440000 sec): 2 clusters
  Score: Raw -457111.132716 + Penalty 1357.251764 = -455753.880952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20387.630000 sec): 3 clusters
  Score: Raw -454956.456698 + Penalty 2714.503528 = -452241.953170
  nChanged 1699
		SP:Iteration 1F (20387.820000 sec): 3 clusters
  Score: Raw -455947.496738 + Penalty 2714.503528 = -453232.993209
  nChanged 356
		SP:Iteration 2F (20388.050000 sec): 3 clusters
  Score: Raw -456225.950431 + Penalty 2714.503528 = -453511.446903
  nChanged 296
		SP:Iteration 3F (20388.220000 sec): 3 clusters
  Score: Raw -456463.416026 + Penalty 2714.503528 = -453748.912498
  nChanged 269
		SP:Iteration 4F (20388.390000 sec): 3 clusters
  Score: Raw -456681.069052 + Penalty 2714.503528 = -453966.565524
  nChanged 226
		SP:Iteration 5F (20388.600000 sec): 3 clusters
  Score: Raw -456864.958564 + Penalty 2714.503528 = -454150.455036
  nChanged 204
		SP:Iteration 6Q (20388.830000 sec): 3 clusters
  Score: Raw -457002.171319 + Penalty 2714.503528 = -454287.667791
  nChanged 160
		SP:Iteration 7Q (20389.020000 sec): 3 clusters
  Score: Raw -457101.324159 + Penalty 2714.503528 = -454386.820630
  nChanged 143
		SP:Iteration 8Q (20389.190000 sec): 3 clusters
  Score: Raw -457192.687351 + Penalty 2714.503528 = -454478.183823
  nChanged 130
		SP:Iteration 9Q (20389.360000 sec): 3 clusters
  Score: Raw -457274.101074 + Penalty 2714.503528 = -454559.597546
  nChanged 101
		SP:Iteration 10Q (20389.540000 sec): 3 clusters
  Score: Raw -457323.452583 + Penalty 2714.503528 = -454608.949055
  nChanged 88
		SP:Iteration 11Q (20389.730000 sec): 3 clusters
  Score: Raw -457369.767362 + Penalty 2714.503528 = -454655.263834
  nChanged 70
		SP:Iteration 12Q (20389.930000 sec): 3 clusters
  Score: Raw -457402.424669 + Penalty 2714.503528 = -454687.921140
  nChanged 47
		SP:Iteration 13Q (20390.130000 sec): 3 clusters
  Score: Raw -457425.813943 + Penalty 2714.503528 = -454711.310415
  nChanged 38
		SP:Iteration 14Q (20390.270000 sec): 3 clusters
  Score: Raw -457440.122921 + Penalty 2714.503528 = -454725.619392
  nChanged 31
		SP:Iteration 15Q (20390.520000 sec): 3 clusters
  Score: Raw -457453.520578 + Penalty 2714.503528 = -454739.017049
  nChanged 34
		SP:Iteration 16Q (20390.690000 sec): 3 clusters
  Score: Raw -457468.731536 + Penalty 2714.503528 = -454754.228008
  nChanged 33
		SP:Iteration 17Q (20390.860000 sec): 3 clusters
  Score: Raw -457480.593272 + Penalty 2714.503528 = -454766.089744
  nChanged 23
		SP:Iteration 18Q (20391.050000 sec): 3 clusters
  Score: Raw -457491.208179 + Penalty 2714.503528 = -454776.704651
  nChanged 21
		SP:Iteration 19Q (20391.230000 sec): 3 clusters
  Score: Raw -457500.537480 + Penalty 2714.503528 = -454786.033952
  nChanged 17
		SP:Iteration 20F (20391.390000 sec): 3 clusters
  Score: Raw -457508.300136 + Penalty 2714.503528 = -454793.796608
  nChanged 19
		SP:Iteration 21Q (20391.590000 sec): 3 clusters
  Score: Raw -457514.900666 + Penalty 2714.503528 = -454800.397137
  nChanged 14
		SP:Iteration 22Q (20391.800000 sec): 3 clusters
  Score: Raw -457521.011346 + Penalty 2714.503528 = -454806.507818
  nChanged 13
		SP:Iteration 23Q (20391.960000 sec): 3 clusters
  Score: Raw -457527.420676 + Penalty 2714.503528 = -454812.917148
  nChanged 12
		SP:Iteration 24Q (20392.170000 sec): 3 clusters
  Score: Raw -457534.286109 + Penalty 2714.503528 = -454819.782580
  nChanged 10
		SP:Iteration 25Q (20392.360000 sec): 3 clusters
  Score: Raw -457537.781905 + Penalty 2714.503528 = -454823.278377
  nChanged 7
		SP:Iteration 26Q (20392.530000 sec): 3 clusters
  Score: Raw -457540.338415 + Penalty 2714.503528 = -454825.834887
  nChanged 5
		SP:Iteration 27Q (20392.690000 sec): 3 clusters
  Score: Raw -457541.888720 + Penalty 2714.503528 = -454827.385192
  nChanged 7
		SP:Iteration 28Q (20392.890000 sec): 3 clusters
  Score: Raw -457543.543542 + Penalty 2714.503528 = -454829.040014
  nChanged 6
		SP:Iteration 29Q (20393.070000 sec): 3 clusters
  Score: Raw -457545.062032 + Penalty 2714.503528 = -454830.558504
  nChanged 4
		SP:Iteration 30Q (20393.270000 sec): 3 clusters
  Score: Raw -457546.741109 + Penalty 2714.503528 = -454832.237580
  nChanged 2
		SP:Iteration 31Q (20393.480000 sec): 3 clusters
  Score: Raw -457546.996725 + Penalty 2714.503528 = -454832.493197
  nChanged 1
		SP:Iteration 32Q (20393.640000 sec): 3 clusters
  Score: Raw -457547.156815 + Penalty 2714.503528 = -454832.653287
  nChanged 0
		SP:Iteration 33F (20393.820000 sec): 3 clusters
  Score: Raw -457547.156815 + Penalty 2714.503528 = -454832.653287
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20394.010000 sec): 2 clusters
  Score: Raw -1931558.977528 + Penalty 1585.260864 = -1929973.716664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20394.270000 sec): 3 clusters
  Score: Raw -1921206.150534 + Penalty 3170.521729 = -1918035.628805
  nChanged 7739
		SP:Iteration 1F (20394.560000 sec): 3 clusters
  Score: Raw -1925433.807205 + Penalty 3170.521729 = -1922263.285476
  nChanged 875
		SP:Iteration 2F (20394.860000 sec): 3 clusters
  Score: Raw -1925755.160580 + Penalty 3170.521729 = -1922584.638851
  nChanged 819
		SP:Iteration 3Q (20395.170000 sec): 3 clusters
  Score: Raw -1926083.095026 + Penalty 3170.521729 = -1922912.573297
  nChanged 815
		SP:Iteration 4Q (20395.480000 sec): 3 clusters
  Score: Raw -1926434.563226 + Penalty 3170.521729 = -1923264.041497
  nChanged 852
		SP:Iteration 5Q (20395.800000 sec): 3 clusters
  Score: Raw -1926862.935554 + Penalty 3170.521729 = -1923692.413825
  nChanged 959
		SP:Iteration 6F (20396.100000 sec): 3 clusters
  Score: Raw -1927452.563593 + Penalty 3170.521729 = -1924282.041864
  nChanged 1020
		SP:Iteration 7F (20396.390000 sec): 3 clusters
  Score: Raw -1928179.861584 + Penalty 3170.521729 = -1925009.339855
  nChanged 1068
		SP:Iteration 8F (20396.700000 sec): 3 clusters
  Score: Raw -1928989.175856 + Penalty 3170.521729 = -1925818.654127
  nChanged 957
		SP:Iteration 9F (20396.950000 sec): 3 clusters
  Score: Raw -1929755.333160 + Penalty 3170.521729 = -1926584.811431
  nChanged 794
		SP:Iteration 10Q (20397.250000 sec): 3 clusters
  Score: Raw -1930415.653313 + Penalty 3170.521729 = -1927245.131584
  nChanged 597
		SP:Iteration 11Q (20397.480000 sec): 3 clusters
  Score: Raw -1930907.177706 + Penalty 3170.521729 = -1927736.655977
  nChanged 387
		SP:Iteration 12Q (20397.750000 sec): 3 clusters
  Score: Raw -1931229.466108 + Penalty 3170.521729 = -1928058.944379
  nChanged 258
		SP:Iteration 13Q (20398.000000 sec): 3 clusters
  Score: Raw -1931452.130172 + Penalty 3170.521729 = -1928281.608443
  nChanged 136
		SP:Iteration 14Q (20398.260000 sec): 3 clusters
  Score: Raw -1931571.505808 + Penalty 3170.521729 = -1928400.984079
  nChanged 87
		SP:Iteration 15Q (20398.510000 sec): 3 clusters
  Score: Raw -1931645.137488 + Penalty 3170.521729 = -1928474.615760
  nChanged 45
		SP:Iteration 16Q (20398.710000 sec): 3 clusters
  Score: Raw -1931686.060488 + Penalty 3170.521729 = -1928515.538759
  nChanged 35
		SP:Iteration 17Q (20399.000000 sec): 3 clusters
  Score: Raw -1931719.841571 + Penalty 3170.521729 = -1928549.319842
  nChanged 25
		SP:Iteration 18Q (20399.210000 sec): 3 clusters
  Score: Raw -1931744.028926 + Penalty 3170.521729 = -1928573.507197
  nChanged 15
		SP:Iteration 19Q (20399.500000 sec): 3 clusters
  Score: Raw -1931754.789380 + Penalty 3170.521729 = -1928584.267651
  nChanged 12
		SP:Iteration 20F (20399.780000 sec): 3 clusters
  Score: Raw -1931765.668318 + Penalty 3170.521729 = -1928595.146589
  nChanged 8
		SP:Iteration 21Q (20400.040000 sec): 3 clusters
  Score: Raw -1931772.209191 + Penalty 3170.521729 = -1928601.687462
  nChanged 5
		SP:Iteration 22Q (20400.250000 sec): 3 clusters
  Score: Raw -1931776.425364 + Penalty 3170.521729 = -1928605.903635
  nChanged 4
		SP:Iteration 23Q (20400.540000 sec): 3 clusters
  Score: Raw -1931780.141688 + Penalty 3170.521729 = -1928609.619959
  nChanged 5
		SP:Iteration 24Q (20400.760000 sec): 3 clusters
  Score: Raw -1931784.026155 + Penalty 3170.521729 = -1928613.504426
  nChanged 1
		SP:Iteration 25Q (20401.000000 sec): 3 clusters
  Score: Raw -1931784.394017 + Penalty 3170.521729 = -1928613.872288
  nChanged 0
		SP:Iteration 26F (20401.290000 sec): 3 clusters
  Score: Raw -1931784.394017 + Penalty 3170.521729 = -1928613.872288
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20401.380000 sec): 2 clusters
  Score: Raw -477686.675780 + Penalty 1363.197090 = -476323.478689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20401.560000 sec): 3 clusters
  Score: Raw -475412.103282 + Penalty 2726.394181 = -472685.709101
  nChanged 1788
		SP:Iteration 1F (20401.760000 sec): 3 clusters
  Score: Raw -476461.898359 + Penalty 2726.394181 = -473735.504178
  nChanged 372
		SP:Iteration 2F (20401.950000 sec): 3 clusters
  Score: Raw -476784.429228 + Penalty 2726.394181 = -474058.035047
  nChanged 354
		SP:Iteration 3F (20402.100000 sec): 3 clusters
  Score: Raw -477143.227073 + Penalty 2726.394181 = -474416.832893
  nChanged 346
		SP:Iteration 4F (20402.290000 sec): 3 clusters
  Score: Raw -477457.430241 + Penalty 2726.394181 = -474731.036061
  nChanged 278
		SP:Iteration 5F (20402.470000 sec): 3 clusters
  Score: Raw -477674.223783 + Penalty 2726.394181 = -474947.829603
  nChanged 233
		SP:Iteration 6F (20402.650000 sec): 3 clusters
  Score: Raw -477837.392358 + Penalty 2726.394181 = -475110.998177
  nChanged 162
		SP:Iteration 7Q (20402.810000 sec): 3 clusters
  Score: Raw -477929.390878 + Penalty 2726.394181 = -475202.996697
  nChanged 94
		SP:Iteration 8Q (20403.000000 sec): 3 clusters
  Score: Raw -477973.091936 + Penalty 2726.394181 = -475246.697756
  nChanged 76
		SP:Iteration 9Q (20403.170000 sec): 3 clusters
  Score: Raw -478002.582598 + Penalty 2726.394181 = -475276.188417
  nChanged 58
		SP:Iteration 10Q (20403.400000 sec): 3 clusters
  Score: Raw -478022.432114 + Penalty 2726.394181 = -475296.037934
  nChanged 40
		SP:Iteration 11Q (20403.570000 sec): 3 clusters
  Score: Raw -478036.266628 + Penalty 2726.394181 = -475309.872448
  nChanged 28
		SP:Iteration 12Q (20403.780000 sec): 3 clusters
  Score: Raw -478043.756667 + Penalty 2726.394181 = -475317.362487
  nChanged 27
		SP:Iteration 13Q (20403.930000 sec): 3 clusters
  Score: Raw -478050.760870 + Penalty 2726.394181 = -475324.366689
  nChanged 18
		SP:Iteration 14Q (20404.110000 sec): 3 clusters
  Score: Raw -478055.096728 + Penalty 2726.394181 = -475328.702548
  nChanged 12
		SP:Iteration 15Q (20404.310000 sec): 3 clusters
  Score: Raw -478057.393858 + Penalty 2726.394181 = -475330.999678
  nChanged 11
		SP:Iteration 16Q (20404.510000 sec): 3 clusters
  Score: Raw -478060.002787 + Penalty 2726.394181 = -475333.608606
  nChanged 10
		SP:Iteration 17Q (20404.660000 sec): 3 clusters
  Score: Raw -478062.720522 + Penalty 2726.394181 = -475336.326341
  nChanged 6
		SP:Iteration 18Q (20404.860000 sec): 3 clusters
  Score: Raw -478063.972407 + Penalty 2726.394181 = -475337.578226
  nChanged 5
		SP:Iteration 19Q (20405.040000 sec): 3 clusters
  Score: Raw -478065.136424 + Penalty 2726.394181 = -475338.742244
  nChanged 8
		SP:Iteration 20F (20405.190000 sec): 3 clusters
  Score: Raw -478067.079346 + Penalty 2726.394181 = -475340.685165
  nChanged 3
		SP:Iteration 21Q (20405.380000 sec): 3 clusters
  Score: Raw -478067.698142 + Penalty 2726.394181 = -475341.303962
  nChanged 2
		SP:Iteration 22Q (20405.530000 sec): 3 clusters
  Score: Raw -478068.291139 + Penalty 2726.394181 = -475341.896958
  nChanged 2
		SP:Iteration 23Q (20405.740000 sec): 3 clusters
  Score: Raw -478068.627143 + Penalty 2726.394181 = -475342.232962
  nChanged 1
		SP:Iteration 24Q (20405.910000 sec): 3 clusters
  Score: Raw -478068.962738 + Penalty 2726.394181 = -475342.568557
  nChanged 2
		SP:Iteration 25Q (20406.160000 sec): 3 clusters
  Score: Raw -478069.258087 + Penalty 2726.394181 = -475342.863907
  nChanged 1
		SP:Iteration 26Q (20406.330000 sec): 3 clusters
  Score: Raw -478069.382725 + Penalty 2726.394181 = -475342.988545
  nChanged 0
		SP:Iteration 27F (20406.530000 sec): 3 clusters
  Score: Raw -478069.382725 + Penalty 2726.394181 = -475342.988545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20407.160000 sec): 2 clusters
  Score: Raw -10324727.844556 + Penalty 1860.243234 = -10322867.601321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20407.870000 sec): 3 clusters
  Score: Raw -10263635.890924 + Penalty 3720.486469 = -10259915.404456
  nChanged 44843
		SP:Iteration 1F (20408.530000 sec): 3 clusters
  Score: Raw -10289678.214570 + Penalty 3720.486469 = -10285957.728101
  nChanged 2967
		SP:Iteration 2Q (20409.340000 sec): 3 clusters
  Score: Raw -10290324.437768 + Penalty 3720.486469 = -10286603.951300
  nChanged 3070
		SP:Iteration 3Q (20410.010000 sec): 3 clusters
  Score: Raw -10291075.264146 + Penalty 3720.486469 = -10287354.777677
  nChanged 3302
		SP:Iteration 4Q (20410.680000 sec): 3 clusters
  Score: Raw -10292033.270534 + Penalty 3720.486469 = -10288312.784066
  nChanged 3730
		SP:Iteration 5Q (20411.380000 sec): 3 clusters
  Score: Raw -10293372.695585 + Penalty 3720.486469 = -10289652.209116
  nChanged 4578
		SP:Iteration 6Q (20412.090000 sec): 3 clusters
  Score: Raw -10295484.806899 + Penalty 3720.486469 = -10291764.320431
  nChanged 5601
		SP:Iteration 7F (20412.830000 sec): 3 clusters
  Score: Raw -10298832.130861 + Penalty 3720.486469 = -10295111.644392
  nChanged 6734
		SP:Iteration 8F (20413.590000 sec): 3 clusters
  Score: Raw -10303731.014478 + Penalty 3720.486469 = -10300010.528010
  nChanged 6981
		SP:Iteration 9F (20414.280000 sec): 3 clusters
  Score: Raw -10309548.757260 + Penalty 3720.486469 = -10305828.270792
  nChanged 6477
		SP:Iteration 10F (20414.990000 sec): 3 clusters
  Score: Raw -10315562.525851 + Penalty 3720.486469 = -10311842.039382
  nChanged 4893
		SP:Iteration 11F (20415.780000 sec): 3 clusters
  Score: Raw -10320152.074429 + Penalty 3720.486469 = -10316431.587960
  nChanged 2923
		SP:Iteration 12Q (20416.450000 sec): 3 clusters
  Score: Raw -10322817.430491 + Penalty 3720.486469 = -10319096.944022
  nChanged 1429
		SP:Iteration 13Q (20417.010000 sec): 3 clusters
  Score: Raw -10324051.041157 + Penalty 3720.486469 = -10320330.554689
  nChanged 625
		SP:Iteration 14Q (20417.590000 sec): 3 clusters
  Score: Raw -10324572.181281 + Penalty 3720.486469 = -10320851.694813
  nChanged 284
		SP:Iteration 15Q (20418.210000 sec): 3 clusters
  Score: Raw -10324829.395996 + Penalty 3720.486469 = -10321108.909527
  nChanged 125
		SP:Iteration 16Q (20418.810000 sec): 3 clusters
  Score: Raw -10324944.629850 + Penalty 3720.486469 = -10321224.143381
  nChanged 60
		SP:Iteration 17Q (20419.470000 sec): 3 clusters
  Score: Raw -10324997.353681 + Penalty 3720.486469 = -10321276.867212
  nChanged 34
		SP:Iteration 18Q (20420.110000 sec): 3 clusters
  Score: Raw -10325030.074767 + Penalty 3720.486469 = -10321309.588298
  nChanged 24
		SP:Iteration 19Q (20420.720000 sec): 3 clusters
  Score: Raw -10325053.790450 + Penalty 3720.486469 = -10321333.303981
  nChanged 13
		SP:Iteration 20F (20421.420000 sec): 3 clusters
  Score: Raw -10325068.522615 + Penalty 3720.486469 = -10321348.036147
  nChanged 15
		SP:Iteration 21Q (20422.040000 sec): 3 clusters
  Score: Raw -10325083.110035 + Penalty 3720.486469 = -10321362.623566
  nChanged 9
		SP:Iteration 22Q (20422.710000 sec): 3 clusters
  Score: Raw -10325091.125871 + Penalty 3720.486469 = -10321370.639403
  nChanged 6
		SP:Iteration 23Q (20423.330000 sec): 3 clusters
  Score: Raw -10325095.328315 + Penalty 3720.486469 = -10321374.841847
  nChanged 4
		SP:Iteration 24Q (20423.960000 sec): 3 clusters
  Score: Raw -10325097.584002 + Penalty 3720.486469 = -10321377.097533
  nChanged 2
		SP:Iteration 25Q (20424.570000 sec): 3 clusters
  Score: Raw -10325098.779099 + Penalty 3720.486469 = -10321378.292630
  nChanged 2
		SP:Iteration 26Q (20425.190000 sec): 3 clusters
  Score: Raw -10325099.871050 + Penalty 3720.486469 = -10321379.384582
  nChanged 4
		SP:Iteration 27Q (20425.760000 sec): 3 clusters
  Score: Raw -10325102.610304 + Penalty 3720.486469 = -10321382.123835
  nChanged 5
		SP:Iteration 28Q (20426.330000 sec): 3 clusters
  Score: Raw -10325107.136662 + Penalty 3720.486469 = -10321386.650193
  nChanged 1
		SP:Iteration 29Q (20426.910000 sec): 3 clusters
  Score: Raw -10325107.953720 + Penalty 3720.486469 = -10321387.467251
  nChanged 5
		SP:Iteration 30Q (20427.490000 sec): 3 clusters
  Score: Raw -10325112.343761 + Penalty 3720.486469 = -10321391.857292
  nChanged 6
		SP:Iteration 31Q (20428.050000 sec): 3 clusters
  Score: Raw -10325116.663763 + Penalty 3720.486469 = -10321396.177295
  nChanged 4
		SP:Iteration 32Q (20428.650000 sec): 3 clusters
  Score: Raw -10325118.567045 + Penalty 3720.486469 = -10321398.080576
  nChanged 0
		SP:Iteration 33F (20429.280000 sec): 3 clusters
  Score: Raw -10325118.567045 + Penalty 3720.486469 = -10321398.080576
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20429.460000 sec): 2 clusters
  Score: Raw -596526.645041 + Penalty 1399.767990 = -595126.877051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20429.670000 sec): 3 clusters
  Score: Raw -593685.187280 + Penalty 2799.535979 = -590885.651301
  nChanged 2252
		SP:Iteration 1F (20429.830000 sec): 3 clusters
  Score: Raw -595022.789227 + Penalty 2799.535979 = -592223.253247
  nChanged 439
		SP:Iteration 2F (20430.050000 sec): 3 clusters
  Score: Raw -595325.630235 + Penalty 2799.535979 = -592526.094255
  nChanged 370
		SP:Iteration 3F (20430.230000 sec): 3 clusters
  Score: Raw -595571.623556 + Penalty 2799.535979 = -592772.087577
  nChanged 306
		SP:Iteration 4F (20430.420000 sec): 3 clusters
  Score: Raw -595777.585229 + Penalty 2799.535979 = -592978.049250
  nChanged 247
		SP:Iteration 5Q (20430.590000 sec): 3 clusters
  Score: Raw -595951.253118 + Penalty 2799.535979 = -593151.717139
  nChanged 222
		SP:Iteration 6Q (20430.800000 sec): 3 clusters
  Score: Raw -596107.347883 + Penalty 2799.535979 = -593307.811904
  nChanged 208
		SP:Iteration 7Q (20431.020000 sec): 3 clusters
  Score: Raw -596246.326750 + Penalty 2799.535979 = -593446.790770
  nChanged 150
		SP:Iteration 8Q (20431.190000 sec): 3 clusters
  Score: Raw -596339.488278 + Penalty 2799.535979 = -593539.952298
  nChanged 103
		SP:Iteration 9Q (20431.380000 sec): 3 clusters
  Score: Raw -596409.666099 + Penalty 2799.535979 = -593610.130119
  nChanged 101
		SP:Iteration 10Q (20431.580000 sec): 3 clusters
  Score: Raw -596486.173979 + Penalty 2799.535979 = -593686.638000
  nChanged 77
		SP:Iteration 11Q (20431.770000 sec): 3 clusters
  Score: Raw -596549.161645 + Penalty 2799.535979 = -593749.625665
  nChanged 53
		SP:Iteration 12Q (20431.960000 sec): 3 clusters
  Score: Raw -596586.831903 + Penalty 2799.535979 = -593787.295923
  nChanged 45
		SP:Iteration 13Q (20432.190000 sec): 3 clusters
  Score: Raw -596622.010548 + Penalty 2799.535979 = -593822.474568
  nChanged 33
		SP:Iteration 14Q (20432.380000 sec): 3 clusters
  Score: Raw -596647.051807 + Penalty 2799.535979 = -593847.515827
  nChanged 30
		SP:Iteration 15Q (20432.570000 sec): 3 clusters
  Score: Raw -596666.553235 + Penalty 2799.535979 = -593867.017255
  nChanged 26
		SP:Iteration 16Q (20432.780000 sec): 3 clusters
  Score: Raw -596689.202690 + Penalty 2799.535979 = -593889.666710
  nChanged 24
		SP:Iteration 17Q (20432.970000 sec): 3 clusters
  Score: Raw -596708.527169 + Penalty 2799.535979 = -593908.991190
  nChanged 21
		SP:Iteration 18Q (20433.130000 sec): 3 clusters
  Score: Raw -596725.856222 + Penalty 2799.535979 = -593926.320243
  nChanged 14
		SP:Iteration 19Q (20433.330000 sec): 3 clusters
  Score: Raw -596735.265387 + Penalty 2799.535979 = -593935.729408
  nChanged 8
		SP:Iteration 20F (20433.590000 sec): 3 clusters
  Score: Raw -596740.891949 + Penalty 2799.535979 = -593941.355970
  nChanged 8
		SP:Iteration 21Q (20433.800000 sec): 3 clusters
  Score: Raw -596746.315435 + Penalty 2799.535979 = -593946.779455
  nChanged 12
		SP:Iteration 22Q (20434.040000 sec): 3 clusters
  Score: Raw -596754.078251 + Penalty 2799.535979 = -593954.542271
  nChanged 8
		SP:Iteration 23Q (20434.270000 sec): 3 clusters
  Score: Raw -596761.500997 + Penalty 2799.535979 = -593961.965018
  nChanged 7
		SP:Iteration 24Q (20434.500000 sec): 3 clusters
  Score: Raw -596767.758521 + Penalty 2799.535979 = -593968.222542
  nChanged 4
		SP:Iteration 25Q (20434.720000 sec): 3 clusters
  Score: Raw -596770.962052 + Penalty 2799.535979 = -593971.426072
  nChanged 6
		SP:Iteration 26Q (20434.960000 sec): 3 clusters
  Score: Raw -596775.214849 + Penalty 2799.535979 = -593975.678870
  nChanged 4
		SP:Iteration 27Q (20435.160000 sec): 3 clusters
  Score: Raw -596777.323967 + Penalty 2799.535979 = -593977.787987
  nChanged 5
		SP:Iteration 28Q (20435.360000 sec): 3 clusters
  Score: Raw -596779.364649 + Penalty 2799.535979 = -593979.828669
  nChanged 1
		SP:Iteration 29Q (20435.540000 sec): 3 clusters
  Score: Raw -596779.665351 + Penalty 2799.535979 = -593980.129371
  nChanged 1
		SP:Iteration 30Q (20435.720000 sec): 3 clusters
  Score: Raw -596779.995761 + Penalty 2799.535979 = -593980.459782
  nChanged 0
		SP:Iteration 31F (20435.980000 sec): 3 clusters
  Score: Raw -596779.995761 + Penalty 2799.535979 = -593980.459782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20436.140000 sec): 2 clusters
  Score: Raw -2009910.553869 + Penalty 1595.351603 = -2008315.202266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20436.430000 sec): 3 clusters
  Score: Raw -1998964.474312 + Penalty 3190.703207 = -1995773.771105
  nChanged 8240
		SP:Iteration 1F (20436.710000 sec): 3 clusters
  Score: Raw -2003631.379533 + Penalty 3190.703207 = -2000440.676326
  nChanged 1031
		SP:Iteration 2F (20436.970000 sec): 3 clusters
  Score: Raw -2004056.240526 + Penalty 3190.703207 = -2000865.537320
  nChanged 952
		SP:Iteration 3F (20437.260000 sec): 3 clusters
  Score: Raw -2004445.859066 + Penalty 3190.703207 = -2001255.155860
  nChanged 873
		SP:Iteration 4Q (20437.570000 sec): 3 clusters
  Score: Raw -2004829.834121 + Penalty 3190.703207 = -2001639.130914
  nChanged 839
		SP:Iteration 5Q (20437.870000 sec): 3 clusters
  Score: Raw -2005259.824826 + Penalty 3190.703207 = -2002069.121620
  nChanged 882
		SP:Iteration 6Q (20438.130000 sec): 3 clusters
  Score: Raw -2005730.035270 + Penalty 3190.703207 = -2002539.332064
  nChanged 917
		SP:Iteration 7Q (20438.410000 sec): 3 clusters
  Score: Raw -2006281.724818 + Penalty 3190.703207 = -2003091.021611
  nChanged 962
		SP:Iteration 8F (20438.710000 sec): 3 clusters
  Score: Raw -2006906.024074 + Penalty 3190.703207 = -2003715.320867
  nChanged 952
		SP:Iteration 9F (20438.970000 sec): 3 clusters
  Score: Raw -2007625.879489 + Penalty 3190.703207 = -2004435.176282
  nChanged 923
		SP:Iteration 10F (20439.260000 sec): 3 clusters
  Score: Raw -2008418.409703 + Penalty 3190.703207 = -2005227.706496
  nChanged 796
		SP:Iteration 11Q (20439.510000 sec): 3 clusters
  Score: Raw -2009100.608078 + Penalty 3190.703207 = -2005909.904872
  nChanged 636
		SP:Iteration 12Q (20439.730000 sec): 3 clusters
  Score: Raw -2009633.585664 + Penalty 3190.703207 = -2006442.882457
  nChanged 457
		SP:Iteration 13Q (20439.980000 sec): 3 clusters
  Score: Raw -2010000.313166 + Penalty 3190.703207 = -2006809.609959
  nChanged 315
		SP:Iteration 14Q (20440.290000 sec): 3 clusters
  Score: Raw -2010269.192784 + Penalty 3190.703207 = -2007078.489578
  nChanged 236
		SP:Iteration 15Q (20440.500000 sec): 3 clusters
  Score: Raw -2010453.903905 + Penalty 3190.703207 = -2007263.200698
  nChanged 156
		SP:Iteration 16Q (20440.790000 sec): 3 clusters
  Score: Raw -2010582.510218 + Penalty 3190.703207 = -2007391.807012
  nChanged 108
		SP:Iteration 17Q (20441.030000 sec): 3 clusters
  Score: Raw -2010665.292650 + Penalty 3190.703207 = -2007474.589443
  nChanged 76
		SP:Iteration 18Q (20441.270000 sec): 3 clusters
  Score: Raw -2010714.927844 + Penalty 3190.703207 = -2007524.224637
  nChanged 51
		SP:Iteration 19Q (20441.510000 sec): 3 clusters
  Score: Raw -2010742.826809 + Penalty 3190.703207 = -2007552.123602
  nChanged 29
		SP:Iteration 20F (20441.750000 sec): 3 clusters
  Score: Raw -2010756.011563 + Penalty 3190.703207 = -2007565.308357
  nChanged 18
		SP:Iteration 21Q (20442.040000 sec): 3 clusters
  Score: Raw -2010762.809776 + Penalty 3190.703207 = -2007572.106569
  nChanged 15
		SP:Iteration 22Q (20442.230000 sec): 3 clusters
  Score: Raw -2010769.277049 + Penalty 3190.703207 = -2007578.573842
  nChanged 12
		SP:Iteration 23Q (20442.500000 sec): 3 clusters
  Score: Raw -2010775.959045 + Penalty 3190.703207 = -2007585.255839
  nChanged 12
		SP:Iteration 24Q (20442.750000 sec): 3 clusters
  Score: Raw -2010780.952422 + Penalty 3190.703207 = -2007590.249216
  nChanged 8
		SP:Iteration 25Q (20442.970000 sec): 3 clusters
  Score: Raw -2010784.754919 + Penalty 3190.703207 = -2007594.051712
  nChanged 6
		SP:Iteration 26Q (20443.250000 sec): 3 clusters
  Score: Raw -2010787.549670 + Penalty 3190.703207 = -2007596.846463
  nChanged 0
		SP:Iteration 27F (20443.470000 sec): 3 clusters
  Score: Raw -2010787.549670 + Penalty 3190.703207 = -2007596.846463
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20443.590000 sec): 2 clusters
  Score: Raw -201420.270285 + Penalty 1247.426968 = -200172.843317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20443.790000 sec): 3 clusters
  Score: Raw -200553.118117 + Penalty 2494.853935 = -198058.264182
  nChanged 758
		SP:Iteration 1F (20444.020000 sec): 3 clusters
  Score: Raw -201203.599596 + Penalty 2494.853935 = -198708.745661
  nChanged 215
		SP:Iteration 2F (20444.170000 sec): 3 clusters
  Score: Raw -201457.598937 + Penalty 2494.853935 = -198962.745002
  nChanged 141
		SP:Iteration 3F (20444.310000 sec): 3 clusters
  Score: Raw -201666.554763 + Penalty 2494.853935 = -199171.700828
  nChanged 132
		SP:Iteration 4F (20444.520000 sec): 3 clusters
  Score: Raw -201824.762212 + Penalty 2494.853935 = -199329.908277
  nChanged 95
		SP:Iteration 5Q (20444.720000 sec): 3 clusters
  Score: Raw -201933.317301 + Penalty 2494.853935 = -199438.463365
  nChanged 70
		SP:Iteration 6Q (20444.880000 sec): 3 clusters
  Score: Raw -201999.824719 + Penalty 2494.853935 = -199504.970783
  nChanged 51
		SP:Iteration 7Q (20445.060000 sec): 3 clusters
  Score: Raw -202041.155567 + Penalty 2494.853935 = -199546.301632
  nChanged 42
		SP:Iteration 8Q (20445.220000 sec): 3 clusters
  Score: Raw -202070.078615 + Penalty 2494.853935 = -199575.224680
  nChanged 22
		SP:Iteration 9Q (20445.370000 sec): 3 clusters
  Score: Raw -202081.940922 + Penalty 2494.853935 = -199587.086987
  nChanged 16
		SP:Iteration 10Q (20445.530000 sec): 3 clusters
  Score: Raw -202090.745320 + Penalty 2494.853935 = -199595.891384
  nChanged 17
		SP:Iteration 11Q (20445.690000 sec): 3 clusters
  Score: Raw -202108.979967 + Penalty 2494.853935 = -199614.126032
  nChanged 17
		SP:Iteration 12Q (20445.840000 sec): 3 clusters
  Score: Raw -202122.630227 + Penalty 2494.853935 = -199627.776292
  nChanged 14
		SP:Iteration 13Q (20446.010000 sec): 3 clusters
  Score: Raw -202135.530427 + Penalty 2494.853935 = -199640.676492
  nChanged 18
		SP:Iteration 14Q (20446.190000 sec): 3 clusters
  Score: Raw -202145.492415 + Penalty 2494.853935 = -199650.638480
  nChanged 15
		SP:Iteration 15Q (20446.340000 sec): 3 clusters
  Score: Raw -202150.071435 + Penalty 2494.853935 = -199655.217500
  nChanged 3
		SP:Iteration 16Q (20446.470000 sec): 3 clusters
  Score: Raw -202151.159866 + Penalty 2494.853935 = -199656.305931
  nChanged 3
		SP:Iteration 17Q (20446.660000 sec): 3 clusters
  Score: Raw -202153.570188 + Penalty 2494.853935 = -199658.716253
  nChanged 2
		SP:Iteration 18Q (20446.800000 sec): 3 clusters
  Score: Raw -202155.685242 + Penalty 2494.853935 = -199660.831307
  nChanged 2
		SP:Iteration 19Q (20447.010000 sec): 3 clusters
  Score: Raw -202156.107742 + Penalty 2494.853935 = -199661.253807
  nChanged 0
		SP:Iteration 20F (20447.190000 sec): 3 clusters
  Score: Raw -202156.107742 + Penalty 2494.853935 = -199661.253807
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (79 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20447.300000 sec): 2 clusters
  Score: Raw -6870.900911 + Penalty 710.035276 = -6160.865635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20447.470000 sec): 3 clusters
  Score: Raw -7168.924721 + Penalty 1420.070552 = -5748.854169
  nChanged 2
		SP:Iteration 1Q (20447.680000 sec): 3 clusters
  Score: Raw -7188.668677 + Penalty 1420.070552 = -5768.598125
  nChanged 0
		SP:Iteration 2F (20447.890000 sec): 3 clusters
  Score: Raw -7188.668677 + Penalty 1420.070552 = -5768.598125
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20448.010000 sec): 2 clusters
  Score: Raw -333245.004538 + Penalty 1303.507487 = -331941.497051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20448.210000 sec): 3 clusters
  Score: Raw -331819.840483 + Penalty 2607.014973 = -329212.825510
  nChanged 1114
		SP:Iteration 1F (20448.370000 sec): 3 clusters
  Score: Raw -332479.216315 + Penalty 2607.014973 = -329872.201342
  nChanged 255
		SP:Iteration 2F (20448.550000 sec): 3 clusters
  Score: Raw -332641.627723 + Penalty 2607.014973 = -330034.612749
  nChanged 165
		SP:Iteration 3F (20448.750000 sec): 3 clusters
  Score: Raw -332749.341602 + Penalty 2607.014973 = -330142.326628
  nChanged 116
		SP:Iteration 4Q (20448.910000 sec): 3 clusters
  Score: Raw -332815.219234 + Penalty 2607.014973 = -330208.204261
  nChanged 110
		SP:Iteration 5Q (20449.070000 sec): 3 clusters
  Score: Raw -332871.387371 + Penalty 2607.014973 = -330264.372397
  nChanged 87
		SP:Iteration 6Q (20449.280000 sec): 3 clusters
  Score: Raw -332928.009549 + Penalty 2607.014973 = -330320.994576
  nChanged 97
		SP:Iteration 7Q (20449.490000 sec): 3 clusters
  Score: Raw -332991.302223 + Penalty 2607.014973 = -330384.287249
  nChanged 94
		SP:Iteration 8Q (20449.650000 sec): 3 clusters
  Score: Raw -333058.616320 + Penalty 2607.014973 = -330451.601347
  nChanged 106
		SP:Iteration 9Q (20449.830000 sec): 3 clusters
  Score: Raw -333137.864128 + Penalty 2607.014973 = -330530.849155
  nChanged 103
		SP:Iteration 10Q (20449.970000 sec): 3 clusters
  Score: Raw -333209.941832 + Penalty 2607.014973 = -330602.926858
  nChanged 87
		SP:Iteration 11Q (20450.100000 sec): 3 clusters
  Score: Raw -333265.814535 + Penalty 2607.014973 = -330658.799561
  nChanged 70
		SP:Iteration 12Q (20450.280000 sec): 3 clusters
  Score: Raw -333308.693175 + Penalty 2607.014973 = -330701.678202
  nChanged 63
		SP:Iteration 13Q (20450.430000 sec): 3 clusters
  Score: Raw -333344.847126 + Penalty 2607.014973 = -330737.832153
  nChanged 55
		SP:Iteration 14Q (20450.640000 sec): 3 clusters
  Score: Raw -333387.557829 + Penalty 2607.014973 = -330780.542856
  nChanged 55
		SP:Iteration 15Q (20450.840000 sec): 3 clusters
  Score: Raw -333421.903130 + Penalty 2607.014973 = -330814.888157
  nChanged 38
		SP:Iteration 16Q (20450.980000 sec): 3 clusters
  Score: Raw -333440.783312 + Penalty 2607.014973 = -330833.768338
  nChanged 29
		SP:Iteration 17Q (20451.150000 sec): 3 clusters
  Score: Raw -333457.532575 + Penalty 2607.014973 = -330850.517601
  nChanged 27
		SP:Iteration 18Q (20451.340000 sec): 3 clusters
  Score: Raw -333470.466926 + Penalty 2607.014973 = -330863.451953
  nChanged 20
		SP:Iteration 19Q (20451.570000 sec): 3 clusters
  Score: Raw -333481.071430 + Penalty 2607.014973 = -330874.056456
  nChanged 19
		SP:Iteration 20F (20451.790000 sec): 3 clusters
  Score: Raw -333490.335248 + Penalty 2607.014973 = -330883.320275
  nChanged 14
		SP:Iteration 21Q (20452.010000 sec): 3 clusters
  Score: Raw -333497.723201 + Penalty 2607.014973 = -330890.708228
  nChanged 15
		SP:Iteration 22Q (20452.170000 sec): 3 clusters
  Score: Raw -333503.328859 + Penalty 2607.014973 = -330896.313886
  nChanged 10
		SP:Iteration 23Q (20452.360000 sec): 3 clusters
  Score: Raw -333506.726970 + Penalty 2607.014973 = -330899.711996
  nChanged 6
		SP:Iteration 24Q (20452.530000 sec): 3 clusters
  Score: Raw -333509.781060 + Penalty 2607.014973 = -330902.766086
  nChanged 5
		SP:Iteration 25Q (20452.680000 sec): 3 clusters
  Score: Raw -333511.699547 + Penalty 2607.014973 = -330904.684573
  nChanged 2
		SP:Iteration 26Q (20452.830000 sec): 3 clusters
  Score: Raw -333512.619493 + Penalty 2607.014973 = -330905.604520
  nChanged 6
		SP:Iteration 27Q (20453.020000 sec): 3 clusters
  Score: Raw -333515.871685 + Penalty 2607.014973 = -330908.856712
  nChanged 8
		SP:Iteration 28Q (20453.160000 sec): 3 clusters
  Score: Raw -333519.570269 + Penalty 2607.014973 = -330912.555295
  nChanged 5
		SP:Iteration 29Q (20453.350000 sec): 3 clusters
  Score: Raw -333521.783950 + Penalty 2607.014973 = -330914.768976
  nChanged 6
		SP:Iteration 30Q (20453.500000 sec): 3 clusters
  Score: Raw -333525.274442 + Penalty 2607.014973 = -330918.259468
  nChanged 7
		SP:Iteration 31Q (20453.650000 sec): 3 clusters
  Score: Raw -333529.219250 + Penalty 2607.014973 = -330922.204276
  nChanged 6
		SP:Iteration 32Q (20453.800000 sec): 3 clusters
  Score: Raw -333532.125153 + Penalty 2607.014973 = -330925.110180
  nChanged 3
		SP:Iteration 33Q (20453.960000 sec): 3 clusters
  Score: Raw -333533.050427 + Penalty 2607.014973 = -330926.035454
  nChanged 1
		SP:Iteration 34Q (20454.110000 sec): 3 clusters
  Score: Raw -333533.643690 + Penalty 2607.014973 = -330926.628717
  nChanged 4
		SP:Iteration 35Q (20454.270000 sec): 3 clusters
  Score: Raw -333535.282057 + Penalty 2607.014973 = -330928.267084
  nChanged 1
		SP:Iteration 36Q (20454.510000 sec): 3 clusters
  Score: Raw -333536.038101 + Penalty 2607.014973 = -330929.023128
  nChanged 1
		SP:Iteration 37Q (20454.690000 sec): 3 clusters
  Score: Raw -333536.728133 + Penalty 2607.014973 = -330929.713159
  nChanged 1
		SP:Iteration 38Q (20454.890000 sec): 3 clusters
  Score: Raw -333537.314699 + Penalty 2607.014973 = -330930.299725
  nChanged 4
		SP:Iteration 39Q (20455.020000 sec): 3 clusters
  Score: Raw -333539.584826 + Penalty 2607.014973 = -330932.569853
  nChanged 2
		SP:Iteration 40F (20455.220000 sec): 3 clusters
  Score: Raw -333540.742781 + Penalty 2607.014973 = -330933.727808
  nChanged 4
		SP:Iteration 41Q (20455.380000 sec): 3 clusters
  Score: Raw -333542.416674 + Penalty 2607.014973 = -330935.401701
  nChanged 1
		SP:Iteration 42Q (20455.560000 sec): 3 clusters
  Score: Raw -333543.046065 + Penalty 2607.014973 = -330936.031091
  nChanged 1
		SP:Iteration 43Q (20455.760000 sec): 3 clusters
  Score: Raw -333543.406432 + Penalty 2607.014973 = -330936.391458
  nChanged 3
		SP:Iteration 44Q (20455.950000 sec): 3 clusters
  Score: Raw -333544.189402 + Penalty 2607.014973 = -330937.174428
  nChanged 2
		SP:Iteration 45Q (20456.160000 sec): 3 clusters
  Score: Raw -333545.068690 + Penalty 2607.014973 = -330938.053717
  nChanged 3
		SP:Iteration 46Q (20456.300000 sec): 3 clusters
  Score: Raw -333545.954348 + Penalty 2607.014973 = -330938.939375
  nChanged 2
		SP:Iteration 47Q (20456.500000 sec): 3 clusters
  Score: Raw -333547.057204 + Penalty 2607.014973 = -330940.042231
  nChanged 2
		SP:Iteration 48Q (20456.660000 sec): 3 clusters
  Score: Raw -333548.056044 + Penalty 2607.014973 = -330941.041070
  nChanged 0
		SP:Iteration 49F (20456.840000 sec): 3 clusters
  Score: Raw -333548.056044 + Penalty 2607.014973 = -330941.041070
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20456.950000 sec): 2 clusters
  Score: Raw -158799.742190 + Penalty 1188.939079 = -157610.803111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20457.120000 sec): 3 clusters
  Score: Raw -158241.215285 + Penalty 2377.878158 = -155863.337127
  nChanged 516
		SP:Iteration 1F (20457.330000 sec): 3 clusters
  Score: Raw -158685.937521 + Penalty 2377.878158 = -156308.059364
  nChanged 131
		SP:Iteration 2F (20457.470000 sec): 3 clusters
  Score: Raw -158845.976270 + Penalty 2377.878158 = -156468.098112
  nChanged 105
		SP:Iteration 3F (20457.660000 sec): 3 clusters
  Score: Raw -158973.563628 + Penalty 2377.878158 = -156595.685470
  nChanged 74
		SP:Iteration 4Q (20457.840000 sec): 3 clusters
  Score: Raw -159073.092544 + Penalty 2377.878158 = -156695.214386
  nChanged 59
		SP:Iteration 5Q (20458.030000 sec): 3 clusters
  Score: Raw -159157.591133 + Penalty 2377.878158 = -156779.712975
  nChanged 61
		SP:Iteration 6Q (20458.220000 sec): 3 clusters
  Score: Raw -159256.349572 + Penalty 2377.878158 = -156878.471414
  nChanged 53
		SP:Iteration 7Q (20458.360000 sec): 3 clusters
  Score: Raw -159328.881312 + Penalty 2377.878158 = -156951.003155
  nChanged 36
		SP:Iteration 8Q (20458.580000 sec): 3 clusters
  Score: Raw -159370.170584 + Penalty 2377.878158 = -156992.292426
  nChanged 22
		SP:Iteration 9Q (20458.780000 sec): 3 clusters
  Score: Raw -159386.704018 + Penalty 2377.878158 = -157008.825860
  nChanged 17
		SP:Iteration 10Q (20458.990000 sec): 3 clusters
  Score: Raw -159403.173246 + Penalty 2377.878158 = -157025.295088
  nChanged 22
		SP:Iteration 11Q (20459.180000 sec): 3 clusters
  Score: Raw -159428.246036 + Penalty 2377.878158 = -157050.367878
  nChanged 17
		SP:Iteration 12Q (20459.310000 sec): 3 clusters
  Score: Raw -159441.577230 + Penalty 2377.878158 = -157063.699072
  nChanged 13
		SP:Iteration 13Q (20459.540000 sec): 3 clusters
  Score: Raw -159448.478441 + Penalty 2377.878158 = -157070.600283
  nChanged 13
		SP:Iteration 14Q (20459.700000 sec): 3 clusters
  Score: Raw -159455.637870 + Penalty 2377.878158 = -157077.759712
  nChanged 10
		SP:Iteration 15Q (20459.880000 sec): 3 clusters
  Score: Raw -159465.612523 + Penalty 2377.878158 = -157087.734366
  nChanged 11
		SP:Iteration 16Q (20460.020000 sec): 3 clusters
  Score: Raw -159473.941105 + Penalty 2377.878158 = -157096.062947
  nChanged 6
		SP:Iteration 17Q (20460.160000 sec): 3 clusters
  Score: Raw -159476.435698 + Penalty 2377.878158 = -157098.557540
  nChanged 1
		SP:Iteration 18Q (20460.340000 sec): 3 clusters
  Score: Raw -159476.914525 + Penalty 2377.878158 = -157099.036368
  nChanged 3
		SP:Iteration 19Q (20460.500000 sec): 3 clusters
  Score: Raw -159478.379893 + Penalty 2377.878158 = -157100.501735
  nChanged 2
		SP:Iteration 20F (20460.710000 sec): 3 clusters
  Score: Raw -159480.056253 + Penalty 2377.878158 = -157102.178095
  nChanged 4
		SP:Iteration 21Q (20460.910000 sec): 3 clusters
  Score: Raw -159481.999235 + Penalty 2377.878158 = -157104.121078
  nChanged 1
		SP:Iteration 22Q (20461.030000 sec): 3 clusters
  Score: Raw -159482.211051 + Penalty 2377.878158 = -157104.332893
  nChanged 2
		SP:Iteration 23Q (20461.230000 sec): 3 clusters
  Score: Raw -159483.246214 + Penalty 2377.878158 = -157105.368056
  nChanged 3
		SP:Iteration 24Q (20461.360000 sec): 3 clusters
  Score: Raw -159488.654535 + Penalty 2377.878158 = -157110.776377
  nChanged 3
		SP:Iteration 25Q (20461.540000 sec): 3 clusters
  Score: Raw -159490.461367 + Penalty 2377.878158 = -157112.583210
  nChanged 5
		SP:Iteration 26Q (20461.700000 sec): 3 clusters
  Score: Raw -159494.409157 + Penalty 2377.878158 = -157116.530999
  nChanged 7
		SP:Iteration 27Q (20461.900000 sec): 3 clusters
  Score: Raw -159497.861821 + Penalty 2377.878158 = -157119.983663
  nChanged 3
		SP:Iteration 28Q (20462.080000 sec): 3 clusters
  Score: Raw -159498.962088 + Penalty 2377.878158 = -157121.083930
  nChanged 2
		SP:Iteration 29Q (20462.260000 sec): 3 clusters
  Score: Raw -159499.523251 + Penalty 2377.878158 = -157121.645094
  nChanged 2
		SP:Iteration 30Q (20462.490000 sec): 3 clusters
  Score: Raw -159500.085292 + Penalty 2377.878158 = -157122.207134
  nChanged 2
		SP:Iteration 31Q (20462.620000 sec): 3 clusters
  Score: Raw -159500.954146 + Penalty 2377.878158 = -157123.075989
  nChanged 2
		SP:Iteration 32Q (20462.800000 sec): 3 clusters
  Score: Raw -159501.764933 + Penalty 2377.878158 = -157123.886775
  nChanged 1
		SP:Iteration 33Q (20463.020000 sec): 3 clusters
  Score: Raw -159502.010259 + Penalty 2377.878158 = -157124.132102
  nChanged 0
		SP:Iteration 34F (20463.220000 sec): 3 clusters
  Score: Raw -159502.010259 + Penalty 2377.878158 = -157124.132102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20463.310000 sec): 2 clusters
  Score: Raw -867292.364352 + Penalty 1453.531804 = -865838.832547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20463.520000 sec): 3 clusters
  Score: Raw -863015.918829 + Penalty 2907.063609 = -860108.855220
  nChanged 3304
		SP:Iteration 1F (20463.760000 sec): 3 clusters
  Score: Raw -864818.947666 + Penalty 2907.063609 = -861911.884057
  nChanged 490
		SP:Iteration 2F (20463.980000 sec): 3 clusters
  Score: Raw -865030.713352 + Penalty 2907.063609 = -862123.649743
  nChanged 389
		SP:Iteration 3F (20464.220000 sec): 3 clusters
  Score: Raw -865193.588784 + Penalty 2907.063609 = -862286.525175
  nChanged 311
		SP:Iteration 4Q (20464.420000 sec): 3 clusters
  Score: Raw -865314.122777 + Penalty 2907.063609 = -862407.059168
  nChanged 284
		SP:Iteration 5Q (20464.640000 sec): 3 clusters
  Score: Raw -865421.937931 + Penalty 2907.063609 = -862514.874322
  nChanged 254
		SP:Iteration 6Q (20464.880000 sec): 3 clusters
  Score: Raw -865527.480276 + Penalty 2907.063609 = -862620.416667
  nChanged 271
		SP:Iteration 7Q (20465.060000 sec): 3 clusters
  Score: Raw -865662.208440 + Penalty 2907.063609 = -862755.144831
  nChanged 315
		SP:Iteration 8Q (20465.260000 sec): 3 clusters
  Score: Raw -865829.494155 + Penalty 2907.063609 = -862922.430546
  nChanged 355
		SP:Iteration 9Q (20465.460000 sec): 3 clusters
  Score: Raw -866038.510584 + Penalty 2907.063609 = -863131.446975
  nChanged 371
		SP:Iteration 10Q (20465.650000 sec): 3 clusters
  Score: Raw -866276.939665 + Penalty 2907.063609 = -863369.876056
  nChanged 354
		SP:Iteration 11Q (20465.840000 sec): 3 clusters
  Score: Raw -866494.225340 + Penalty 2907.063609 = -863587.161731
  nChanged 298
		SP:Iteration 12Q (20466.050000 sec): 3 clusters
  Score: Raw -866656.096473 + Penalty 2907.063609 = -863749.032864
  nChanged 223
		SP:Iteration 13Q (20466.280000 sec): 3 clusters
  Score: Raw -866777.027782 + Penalty 2907.063609 = -863869.964173
  nChanged 186
		SP:Iteration 14Q (20466.500000 sec): 3 clusters
  Score: Raw -866870.940512 + Penalty 2907.063609 = -863963.876903
  nChanged 141
		SP:Iteration 15Q (20466.670000 sec): 3 clusters
  Score: Raw -866937.245781 + Penalty 2907.063609 = -864030.182172
  nChanged 119
		SP:Iteration 16Q (20466.910000 sec): 3 clusters
  Score: Raw -866998.316946 + Penalty 2907.063609 = -864091.253337
  nChanged 118
		SP:Iteration 17Q (20467.120000 sec): 3 clusters
  Score: Raw -867066.630604 + Penalty 2907.063609 = -864159.566995
  nChanged 104
		SP:Iteration 18Q (20467.300000 sec): 3 clusters
  Score: Raw -867123.075021 + Penalty 2907.063609 = -864216.011412
  nChanged 84
		SP:Iteration 19Q (20467.510000 sec): 3 clusters
  Score: Raw -867173.127933 + Penalty 2907.063609 = -864266.064324
  nChanged 77
		SP:Iteration 20F (20467.710000 sec): 3 clusters
  Score: Raw -867226.612764 + Penalty 2907.063609 = -864319.549155
  nChanged 69
		SP:Iteration 21Q (20467.940000 sec): 3 clusters
  Score: Raw -867272.068651 + Penalty 2907.063609 = -864365.005043
  nChanged 49
		SP:Iteration 22Q (20468.180000 sec): 3 clusters
  Score: Raw -867300.820390 + Penalty 2907.063609 = -864393.756781
  nChanged 41
		SP:Iteration 23Q (20468.370000 sec): 3 clusters
  Score: Raw -867325.220208 + Penalty 2907.063609 = -864418.156599
  nChanged 41
		SP:Iteration 24Q (20468.590000 sec): 3 clusters
  Score: Raw -867350.355604 + Penalty 2907.063609 = -864443.291996
  nChanged 37
		SP:Iteration 25Q (20468.760000 sec): 3 clusters
  Score: Raw -867374.808401 + Penalty 2907.063609 = -864467.744792
  nChanged 29
		SP:Iteration 26Q (20468.970000 sec): 3 clusters
  Score: Raw -867395.641216 + Penalty 2907.063609 = -864488.577607
  nChanged 23
		SP:Iteration 27Q (20469.180000 sec): 3 clusters
  Score: Raw -867407.861338 + Penalty 2907.063609 = -864500.797729
  nChanged 17
		SP:Iteration 28Q (20469.380000 sec): 3 clusters
  Score: Raw -867419.135119 + Penalty 2907.063609 = -864512.071510
  nChanged 13
		SP:Iteration 29Q (20469.580000 sec): 3 clusters
  Score: Raw -867429.779299 + Penalty 2907.063609 = -864522.715690
  nChanged 10
		SP:Iteration 30Q (20469.820000 sec): 3 clusters
  Score: Raw -867438.615772 + Penalty 2907.063609 = -864531.552164
  nChanged 16
		SP:Iteration 31Q (20470.040000 sec): 3 clusters
  Score: Raw -867449.100290 + Penalty 2907.063609 = -864542.036682
  nChanged 12
		SP:Iteration 32Q (20470.260000 sec): 3 clusters
  Score: Raw -867455.796842 + Penalty 2907.063609 = -864548.733233
  nChanged 11
		SP:Iteration 33Q (20470.480000 sec): 3 clusters
  Score: Raw -867463.450730 + Penalty 2907.063609 = -864556.387121
  nChanged 12
		SP:Iteration 34Q (20470.730000 sec): 3 clusters
  Score: Raw -867470.429689 + Penalty 2907.063609 = -864563.366080
  nChanged 8
		SP:Iteration 35Q (20470.910000 sec): 3 clusters
  Score: Raw -867475.532144 + Penalty 2907.063609 = -864568.468535
  nChanged 3
		SP:Iteration 36Q (20471.100000 sec): 3 clusters
  Score: Raw -867476.891632 + Penalty 2907.063609 = -864569.828023
  nChanged 1
		SP:Iteration 37Q (20471.350000 sec): 3 clusters
  Score: Raw -867477.087075 + Penalty 2907.063609 = -864570.023466
  nChanged 1
		SP:Iteration 38Q (20471.540000 sec): 3 clusters
  Score: Raw -867477.828396 + Penalty 2907.063609 = -864570.764787
  nChanged 1
		SP:Iteration 39Q (20471.750000 sec): 3 clusters
  Score: Raw -867478.339522 + Penalty 2907.063609 = -864571.275913
  nChanged 0
		SP:Iteration 40F (20471.950000 sec): 3 clusters
  Score: Raw -867478.339522 + Penalty 2907.063609 = -864571.275913
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (53658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20472.250000 sec): 2 clusters
  Score: Raw -5963118.149728 + Penalty 1769.687701 = -5961348.462027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20472.680000 sec): 3 clusters
  Score: Raw -5929029.080357 + Penalty 3539.375402 = -5925489.704956
  nChanged 25208
		SP:Iteration 1F (20473.090000 sec): 3 clusters
  Score: Raw -5943996.744000 + Penalty 3539.375402 = -5940457.368598
  nChanged 2757
		SP:Iteration 2F (20473.490000 sec): 3 clusters
  Score: Raw -5945222.628878 + Penalty 3539.375402 = -5941683.253477
  nChanged 3187
		SP:Iteration 3F (20473.880000 sec): 3 clusters
  Score: Raw -5946998.318769 + Penalty 3539.375402 = -5943458.943367
  nChanged 3744
		SP:Iteration 4F (20474.300000 sec): 3 clusters
  Score: Raw -5949616.376954 + Penalty 3539.375402 = -5946077.001552
  nChanged 4072
		SP:Iteration 5F (20474.760000 sec): 3 clusters
  Score: Raw -5952899.191546 + Penalty 3539.375402 = -5949359.816144
  nChanged 3776
		SP:Iteration 6F (20475.200000 sec): 3 clusters
  Score: Raw -5956339.166801 + Penalty 3539.375402 = -5952799.791400
  nChanged 2779
		SP:Iteration 7F (20475.660000 sec): 3 clusters
  Score: Raw -5959090.324275 + Penalty 3539.375402 = -5955550.948873
  nChanged 1812
		SP:Iteration 8Q (20476.150000 sec): 3 clusters
  Score: Raw -5960940.510445 + Penalty 3539.375402 = -5957401.135044
  nChanged 1170
		SP:Iteration 9Q (20476.600000 sec): 3 clusters
  Score: Raw -5961972.485654 + Penalty 3539.375402 = -5958433.110252
  nChanged 797
		SP:Iteration 10Q (20477.050000 sec): 3 clusters
  Score: Raw -5962608.689279 + Penalty 3539.375402 = -5959069.313877
  nChanged 577
		SP:Iteration 11Q (20477.510000 sec): 3 clusters
  Score: Raw -5963053.100387 + Penalty 3539.375402 = -5959513.724986
  nChanged 457
		SP:Iteration 12Q (20477.960000 sec): 3 clusters
  Score: Raw -5963388.143682 + Penalty 3539.375402 = -5959848.768280
  nChanged 374
		SP:Iteration 13Q (20478.420000 sec): 3 clusters
  Score: Raw -5963623.007131 + Penalty 3539.375402 = -5960083.631729
  nChanged 303
		SP:Iteration 14Q (20478.880000 sec): 3 clusters
  Score: Raw -5963810.920678 + Penalty 3539.375402 = -5960271.545277
  nChanged 259
		SP:Iteration 15Q (20479.350000 sec): 3 clusters
  Score: Raw -5963950.057515 + Penalty 3539.375402 = -5960410.682113
  nChanged 225
		SP:Iteration 16Q (20479.830000 sec): 3 clusters
  Score: Raw -5964046.386708 + Penalty 3539.375402 = -5960507.011306
  nChanged 202
		SP:Iteration 17Q (20480.210000 sec): 3 clusters
  Score: Raw -5964112.419454 + Penalty 3539.375402 = -5960573.044052
  nChanged 159
		SP:Iteration 18Q (20480.630000 sec): 3 clusters
  Score: Raw -5964159.823704 + Penalty 3539.375402 = -5960620.448302
  nChanged 130
		SP:Iteration 19Q (20481.000000 sec): 3 clusters
  Score: Raw -5964192.806831 + Penalty 3539.375402 = -5960653.431429
  nChanged 104
		SP:Iteration 20F (20481.410000 sec): 3 clusters
  Score: Raw -5964214.858835 + Penalty 3539.375402 = -5960675.483433
  nChanged 81
		SP:Iteration 21Q (20481.860000 sec): 3 clusters
  Score: Raw -5964229.450861 + Penalty 3539.375402 = -5960690.075459
  nChanged 64
		SP:Iteration 22Q (20482.310000 sec): 3 clusters
  Score: Raw -5964240.671727 + Penalty 3539.375402 = -5960701.296326
  nChanged 67
		SP:Iteration 23Q (20482.730000 sec): 3 clusters
  Score: Raw -5964251.389222 + Penalty 3539.375402 = -5960712.013820
  nChanged 44
		SP:Iteration 24Q (20483.190000 sec): 3 clusters
  Score: Raw -5964256.747526 + Penalty 3539.375402 = -5960717.372124
  nChanged 36
		SP:Iteration 25Q (20483.680000 sec): 3 clusters
  Score: Raw -5964260.786053 + Penalty 3539.375402 = -5960721.410651
  nChanged 27
		SP:Iteration 26Q (20484.140000 sec): 3 clusters
  Score: Raw -5964264.325261 + Penalty 3539.375402 = -5960724.949859
  nChanged 27
		SP:Iteration 27Q (20484.510000 sec): 3 clusters
  Score: Raw -5964267.270631 + Penalty 3539.375402 = -5960727.895229
  nChanged 25
		SP:Iteration 28Q (20484.890000 sec): 3 clusters
  Score: Raw -5964269.863584 + Penalty 3539.375402 = -5960730.488182
  nChanged 14
		SP:Iteration 29Q (20485.330000 sec): 3 clusters
  Score: Raw -5964271.631938 + Penalty 3539.375402 = -5960732.256536
  nChanged 18
		SP:Iteration 30Q (20485.740000 sec): 3 clusters
  Score: Raw -5964272.962728 + Penalty 3539.375402 = -5960733.587326
  nChanged 9
		SP:Iteration 31Q (20486.230000 sec): 3 clusters
  Score: Raw -5964273.566288 + Penalty 3539.375402 = -5960734.190886
  nChanged 10
		SP:Iteration 32Q (20486.670000 sec): 3 clusters
  Score: Raw -5964274.291386 + Penalty 3539.375402 = -5960734.915984
  nChanged 7
		SP:Iteration 33Q (20487.120000 sec): 3 clusters
  Score: Raw -5964274.807296 + Penalty 3539.375402 = -5960735.431894
  nChanged 5
		SP:Iteration 34Q (20487.610000 sec): 3 clusters
  Score: Raw -5964275.585973 + Penalty 3539.375402 = -5960736.210571
  nChanged 11
		SP:Iteration 35Q (20488.050000 sec): 3 clusters
  Score: Raw -5964276.870943 + Penalty 3539.375402 = -5960737.495542
  nChanged 8
		SP:Iteration 36Q (20488.460000 sec): 3 clusters
  Score: Raw -5964277.544095 + Penalty 3539.375402 = -5960738.168693
  nChanged 8
		SP:Iteration 37Q (20488.890000 sec): 3 clusters
  Score: Raw -5964278.150519 + Penalty 3539.375402 = -5960738.775117
  nChanged 7
		SP:Iteration 38Q (20489.250000 sec): 3 clusters
  Score: Raw -5964278.469015 + Penalty 3539.375402 = -5960739.093613
  nChanged 5
		SP:Iteration 39Q (20489.680000 sec): 3 clusters
  Score: Raw -5964278.872341 + Penalty 3539.375402 = -5960739.496940
  nChanged 5
		SP:Iteration 40F (20490.040000 sec): 3 clusters
  Score: Raw -5964279.076174 + Penalty 3539.375402 = -5960739.700773
  nChanged 3
		SP:Iteration 41Q (20490.420000 sec): 3 clusters
  Score: Raw -5964279.294185 + Penalty 3539.375402 = -5960739.918784
  nChanged 3
		SP:Iteration 42Q (20490.740000 sec): 3 clusters
  Score: Raw -5964279.478364 + Penalty 3539.375402 = -5960740.102962
  nChanged 1
		SP:Iteration 43Q (20491.110000 sec): 3 clusters
  Score: Raw -5964279.550952 + Penalty 3539.375402 = -5960740.175550
  nChanged 0
		SP:Iteration 44F (20491.480000 sec): 3 clusters
  Score: Raw -5964279.550952 + Penalty 3539.375402 = -5960740.175550
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (10341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20491.630000 sec): 2 clusters
  Score: Raw -1131657.511380 + Penalty 1502.129176 = -1130155.382204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20491.860000 sec): 3 clusters
  Score: Raw -1125837.565318 + Penalty 3004.258353 = -1122833.306965
  nChanged 4449
		SP:Iteration 1F (20492.040000 sec): 3 clusters
  Score: Raw -1128362.078620 + Penalty 3004.258353 = -1125357.820267
  nChanged 790
		SP:Iteration 2F (20492.250000 sec): 3 clusters
  Score: Raw -1128849.612490 + Penalty 3004.258353 = -1125845.354137
  nChanged 742
		SP:Iteration 3F (20492.400000 sec): 3 clusters
  Score: Raw -1129345.206843 + Penalty 3004.258353 = -1126340.948490
  nChanged 710
		SP:Iteration 4F (20492.580000 sec): 3 clusters
  Score: Raw -1129849.523287 + Penalty 3004.258353 = -1126845.264934
  nChanged 619
		SP:Iteration 5F (20492.780000 sec): 3 clusters
  Score: Raw -1130233.466334 + Penalty 3004.258353 = -1127229.207981
  nChanged 492
		SP:Iteration 6Q (20492.960000 sec): 3 clusters
  Score: Raw -1130490.958142 + Penalty 3004.258353 = -1127486.699789
  nChanged 377
		SP:Iteration 7Q (20493.190000 sec): 3 clusters
  Score: Raw -1130673.412254 + Penalty 3004.258353 = -1127669.153902
  nChanged 321
		SP:Iteration 8Q (20493.400000 sec): 3 clusters
  Score: Raw -1130801.123703 + Penalty 3004.258353 = -1127796.865350
  nChanged 260
		SP:Iteration 9Q (20493.620000 sec): 3 clusters
  Score: Raw -1130900.362543 + Penalty 3004.258353 = -1127896.104190
  nChanged 216
		SP:Iteration 10Q (20493.820000 sec): 3 clusters
  Score: Raw -1130981.335219 + Penalty 3004.258353 = -1127977.076866
  nChanged 177
		SP:Iteration 11Q (20494.050000 sec): 3 clusters
  Score: Raw -1131044.505248 + Penalty 3004.258353 = -1128040.246895
  nChanged 166
		SP:Iteration 12Q (20494.260000 sec): 3 clusters
  Score: Raw -1131097.212436 + Penalty 3004.258353 = -1128092.954083
  nChanged 140
		SP:Iteration 13Q (20494.480000 sec): 3 clusters
  Score: Raw -1131130.802171 + Penalty 3004.258353 = -1128126.543818
  nChanged 110
		SP:Iteration 14Q (20494.700000 sec): 3 clusters
  Score: Raw -1131157.352342 + Penalty 3004.258353 = -1128153.093989
  nChanged 101
		SP:Iteration 15Q (20494.890000 sec): 3 clusters
  Score: Raw -1131182.499018 + Penalty 3004.258353 = -1128178.240665
  nChanged 89
		SP:Iteration 16Q (20495.120000 sec): 3 clusters
  Score: Raw -1131201.324988 + Penalty 3004.258353 = -1128197.066635
  nChanged 78
		SP:Iteration 17Q (20495.370000 sec): 3 clusters
  Score: Raw -1131221.768126 + Penalty 3004.258353 = -1128217.509773
  nChanged 65
		SP:Iteration 18Q (20495.580000 sec): 3 clusters
  Score: Raw -1131240.408157 + Penalty 3004.258353 = -1128236.149804
  nChanged 61
		SP:Iteration 19Q (20495.790000 sec): 3 clusters
  Score: Raw -1131257.163495 + Penalty 3004.258353 = -1128252.905142
  nChanged 54
		SP:Iteration 20F (20495.990000 sec): 3 clusters
  Score: Raw -1131273.542610 + Penalty 3004.258353 = -1128269.284257
  nChanged 59
		SP:Iteration 21Q (20496.200000 sec): 3 clusters
  Score: Raw -1131290.230613 + Penalty 3004.258353 = -1128285.972261
  nChanged 75
		SP:Iteration 22Q (20496.380000 sec): 3 clusters
  Score: Raw -1131312.180348 + Penalty 3004.258353 = -1128307.921995
  nChanged 72
		SP:Iteration 23Q (20496.600000 sec): 3 clusters
  Score: Raw -1131336.822014 + Penalty 3004.258353 = -1128332.563661
  nChanged 79
		SP:Iteration 24Q (20496.820000 sec): 3 clusters
  Score: Raw -1131357.243444 + Penalty 3004.258353 = -1128352.985091
  nChanged 71
		SP:Iteration 25Q (20497.030000 sec): 3 clusters
  Score: Raw -1131377.039438 + Penalty 3004.258353 = -1128372.781085
  nChanged 63
		SP:Iteration 26Q (20497.220000 sec): 3 clusters
  Score: Raw -1131394.632459 + Penalty 3004.258353 = -1128390.374106
  nChanged 82
		SP:Iteration 27Q (20497.480000 sec): 3 clusters
  Score: Raw -1131418.491885 + Penalty 3004.258353 = -1128414.233532
  nChanged 88
		SP:Iteration 28Q (20497.720000 sec): 3 clusters
  Score: Raw -1131447.768362 + Penalty 3004.258353 = -1128443.510009
  nChanged 101
		SP:Iteration 29Q (20497.900000 sec): 3 clusters
  Score: Raw -1131482.675533 + Penalty 3004.258353 = -1128478.417180
  nChanged 109
		SP:Iteration 30Q (20498.100000 sec): 3 clusters
  Score: Raw -1131523.417554 + Penalty 3004.258353 = -1128519.159201
  nChanged 108
		SP:Iteration 31Q (20498.320000 sec): 3 clusters
  Score: Raw -1131566.823579 + Penalty 3004.258353 = -1128562.565226
  nChanged 116
		SP:Iteration 32Q (20498.560000 sec): 3 clusters
  Score: Raw -1131613.046416 + Penalty 3004.258353 = -1128608.788063
  nChanged 112
		SP:Iteration 33Q (20498.770000 sec): 3 clusters
  Score: Raw -1131653.501027 + Penalty 3004.258353 = -1128649.242674
  nChanged 105
		SP:Iteration 34Q (20498.960000 sec): 3 clusters
  Score: Raw -1131688.574931 + Penalty 3004.258353 = -1128684.316578
  nChanged 97
		SP:Iteration 35Q (20499.160000 sec): 3 clusters
  Score: Raw -1131720.939578 + Penalty 3004.258353 = -1128716.681225
  nChanged 91
		SP:Iteration 36Q (20499.370000 sec): 3 clusters
  Score: Raw -1131753.095055 + Penalty 3004.258353 = -1128748.836702
  nChanged 90
		SP:Iteration 37Q (20499.600000 sec): 3 clusters
  Score: Raw -1131782.995682 + Penalty 3004.258353 = -1128778.737329
  nChanged 80
		SP:Iteration 38Q (20499.790000 sec): 3 clusters
  Score: Raw -1131810.043080 + Penalty 3004.258353 = -1128805.784728
  nChanged 92
		SP:Iteration 39Q (20500.000000 sec): 3 clusters
  Score: Raw -1131837.017782 + Penalty 3004.258353 = -1128832.759429
  nChanged 72
		SP:Iteration 40F (20500.170000 sec): 3 clusters
  Score: Raw -1131855.715086 + Penalty 3004.258353 = -1128851.456733
  nChanged 53
		SP:Iteration 41Q (20500.410000 sec): 3 clusters
  Score: Raw -1131869.265371 + Penalty 3004.258353 = -1128865.007018
  nChanged 54
		SP:Iteration 42Q (20500.610000 sec): 3 clusters
  Score: Raw -1131880.743227 + Penalty 3004.258353 = -1128876.484874
  nChanged 48
		SP:Iteration 43Q (20500.820000 sec): 3 clusters
  Score: Raw -1131894.150507 + Penalty 3004.258353 = -1128889.892154
  nChanged 61
		SP:Iteration 44Q (20501.030000 sec): 3 clusters
  Score: Raw -1131912.312173 + Penalty 3004.258353 = -1128908.053820
  nChanged 59
		SP:Iteration 45Q (20501.260000 sec): 3 clusters
  Score: Raw -1131930.692441 + Penalty 3004.258353 = -1128926.434088
  nChanged 52
		SP:Iteration 46Q (20501.470000 sec): 3 clusters
  Score: Raw -1131944.182509 + Penalty 3004.258353 = -1128939.924156
  nChanged 53
		SP:Iteration 47Q (20501.690000 sec): 3 clusters
  Score: Raw -1131958.112056 + Penalty 3004.258353 = -1128953.853703
  nChanged 47
		SP:Iteration 48Q (20501.870000 sec): 3 clusters
  Score: Raw -1131968.818657 + Penalty 3004.258353 = -1128964.560305
  nChanged 46
		SP:Iteration 49Q (20502.050000 sec): 3 clusters
  Score: Raw -1131980.828801 + Penalty 3004.258353 = -1128976.570448
  nChanged 45
		SP:Iteration 50Q (20502.290000 sec): 3 clusters
  Score: Raw -1131991.834335 + Penalty 3004.258353 = -1128987.575982
  nChanged 37
		SP:Iteration 51Q (20502.500000 sec): 3 clusters
  Score: Raw -1131999.335193 + Penalty 3004.258353 = -1128995.076840
  nChanged 39
		SP:Iteration 52Q (20502.690000 sec): 3 clusters
  Score: Raw -1132009.356118 + Penalty 3004.258353 = -1129005.097765
  nChanged 45
		SP:Iteration 53Q (20502.890000 sec): 3 clusters
  Score: Raw -1132018.496936 + Penalty 3004.258353 = -1129014.238583
  nChanged 35
		SP:Iteration 54Q (20503.160000 sec): 3 clusters
  Score: Raw -1132025.996228 + Penalty 3004.258353 = -1129021.737875
  nChanged 31
		SP:Iteration 55Q (20503.370000 sec): 3 clusters
  Score: Raw -1132033.326790 + Penalty 3004.258353 = -1129029.068437
  nChanged 35
		SP:Iteration 56Q (20503.580000 sec): 3 clusters
  Score: Raw -1132043.190066 + Penalty 3004.258353 = -1129038.931713
  nChanged 35
		SP:Iteration 57Q (20503.820000 sec): 3 clusters
  Score: Raw -1132051.631097 + Penalty 3004.258353 = -1129047.372744
  nChanged 37
		SP:Iteration 58Q (20504.040000 sec): 3 clusters
  Score: Raw -1132059.917904 + Penalty 3004.258353 = -1129055.659551
  nChanged 37
		SP:Iteration 59Q (20504.240000 sec): 3 clusters
  Score: Raw -1132069.703043 + Penalty 3004.258353 = -1129065.444690
  nChanged 35
		SP:Iteration 60F (20504.500000 sec): 3 clusters
  Score: Raw -1132078.629922 + Penalty 3004.258353 = -1129074.371569
  nChanged 34
		SP:Iteration 61Q (20504.700000 sec): 3 clusters
  Score: Raw -1132086.299701 + Penalty 3004.258353 = -1129082.041348
  nChanged 32
		SP:Iteration 62Q (20504.930000 sec): 3 clusters
  Score: Raw -1132093.138716 + Penalty 3004.258353 = -1129088.880363
  nChanged 25
		SP:Iteration 63Q (20505.090000 sec): 3 clusters
  Score: Raw -1132099.618819 + Penalty 3004.258353 = -1129095.360466
  nChanged 22
		SP:Iteration 64Q (20505.290000 sec): 3 clusters
  Score: Raw -1132104.794892 + Penalty 3004.258353 = -1129100.536539
  nChanged 15
		SP:Iteration 65Q (20505.550000 sec): 3 clusters
  Score: Raw -1132107.978787 + Penalty 3004.258353 = -1129103.720434
  nChanged 10
		SP:Iteration 66Q (20505.720000 sec): 3 clusters
  Score: Raw -1132110.171841 + Penalty 3004.258353 = -1129105.913488
  nChanged 6
		SP:Iteration 67Q (20505.910000 sec): 3 clusters
  Score: Raw -1132111.683084 + Penalty 3004.258353 = -1129107.424731
  nChanged 6
		SP:Iteration 68Q (20506.100000 sec): 3 clusters
  Score: Raw -1132112.905710 + Penalty 3004.258353 = -1129108.647357
  nChanged 11
		SP:Iteration 69Q (20506.330000 sec): 3 clusters
  Score: Raw -1132115.265323 + Penalty 3004.258353 = -1129111.006970
  nChanged 9
		SP:Iteration 70Q (20506.540000 sec): 3 clusters
  Score: Raw -1132117.495887 + Penalty 3004.258353 = -1129113.237535
  nChanged 10
		SP:Iteration 71Q (20506.730000 sec): 3 clusters
  Score: Raw -1132119.995392 + Penalty 3004.258353 = -1129115.737039
  nChanged 9
		SP:Iteration 72Q (20506.950000 sec): 3 clusters
  Score: Raw -1132121.447879 + Penalty 3004.258353 = -1129117.189527
  nChanged 7
		SP:Iteration 73Q (20507.150000 sec): 3 clusters
  Score: Raw -1132122.860313 + Penalty 3004.258353 = -1129118.601960
  nChanged 9
		SP:Iteration 74Q (20507.350000 sec): 3 clusters
  Score: Raw -1132124.794173 + Penalty 3004.258353 = -1129120.535820
  nChanged 11
		SP:Iteration 75Q (20507.580000 sec): 3 clusters
  Score: Raw -1132126.610228 + Penalty 3004.258353 = -1129122.351875
  nChanged 9
		SP:Iteration 76Q (20507.780000 sec): 3 clusters
  Score: Raw -1132128.305585 + Penalty 3004.258353 = -1129124.047232
  nChanged 6
		SP:Iteration 77Q (20508.010000 sec): 3 clusters
  Score: Raw -1132129.341904 + Penalty 3004.258353 = -1129125.083551
  nChanged 4
		SP:Iteration 78Q (20508.220000 sec): 3 clusters
  Score: Raw -1132129.944733 + Penalty 3004.258353 = -1129125.686380
  nChanged 2
		SP:Iteration 79Q (20508.430000 sec): 3 clusters
  Score: Raw -1132130.373044 + Penalty 3004.258353 = -1129126.114691
  nChanged 2
		SP:Iteration 80F (20508.690000 sec): 3 clusters
  Score: Raw -1132130.770439 + Penalty 3004.258353 = -1129126.512086
  nChanged 5
		SP:Iteration 81Q (20508.900000 sec): 3 clusters
  Score: Raw -1132131.651223 + Penalty 3004.258353 = -1129127.392870
  nChanged 4
		SP:Iteration 82Q (20509.140000 sec): 3 clusters
  Score: Raw -1132132.433989 + Penalty 3004.258353 = -1129128.175636
  nChanged 6
		SP:Iteration 83Q (20509.350000 sec): 3 clusters
  Score: Raw -1132133.882370 + Penalty 3004.258353 = -1129129.624017
  nChanged 9
		SP:Iteration 84Q (20509.520000 sec): 3 clusters
  Score: Raw -1132136.004309 + Penalty 3004.258353 = -1129131.745956
  nChanged 14
		SP:Iteration 85Q (20509.770000 sec): 3 clusters
  Score: Raw -1132138.790859 + Penalty 3004.258353 = -1129134.532506
  nChanged 12
		SP:Iteration 86Q (20509.950000 sec): 3 clusters
  Score: Raw -1132141.276372 + Penalty 3004.258353 = -1129137.018019
  nChanged 10
		SP:Iteration 87Q (20510.210000 sec): 3 clusters
  Score: Raw -1132143.307899 + Penalty 3004.258353 = -1129139.049546
  nChanged 7
		SP:Iteration 88Q (20510.430000 sec): 3 clusters
  Score: Raw -1132144.891368 + Penalty 3004.258353 = -1129140.633015
  nChanged 8
		SP:Iteration 89Q (20510.590000 sec): 3 clusters
  Score: Raw -1132146.353573 + Penalty 3004.258353 = -1129142.095220
  nChanged 10
		SP:Iteration 90Q (20510.830000 sec): 3 clusters
  Score: Raw -1132148.704306 + Penalty 3004.258353 = -1129144.445953
  nChanged 10
		SP:Iteration 91Q (20511.060000 sec): 3 clusters
  Score: Raw -1132150.585431 + Penalty 3004.258353 = -1129146.327078
  nChanged 11
		SP:Iteration 92Q (20511.330000 sec): 3 clusters
  Score: Raw -1132153.417232 + Penalty 3004.258353 = -1129149.158879
  nChanged 12
		SP:Iteration 93Q (20511.550000 sec): 3 clusters
  Score: Raw -1132155.358092 + Penalty 3004.258353 = -1129151.099739
  nChanged 7
		SP:Iteration 94Q (20511.740000 sec): 3 clusters
  Score: Raw -1132156.678524 + Penalty 3004.258353 = -1129152.420171
  nChanged 8
		SP:Iteration 95Q (20511.990000 sec): 3 clusters
  Score: Raw -1132158.830839 + Penalty 3004.258353 = -1129154.572486
  nChanged 14
		SP:Iteration 96Q (20512.190000 sec): 3 clusters
  Score: Raw -1132162.587180 + Penalty 3004.258353 = -1129158.328827
  nChanged 19
		SP:Iteration 97Q (20512.400000 sec): 3 clusters
  Score: Raw -1132167.294876 + Penalty 3004.258353 = -1129163.036523
  nChanged 14
		SP:Iteration 98Q (20512.630000 sec): 3 clusters
  Score: Raw -1132170.416494 + Penalty 3004.258353 = -1129166.158141
  nChanged 10
		SP:Iteration 99Q (20512.860000 sec): 3 clusters
  Score: Raw -1132172.844038 + Penalty 3004.258353 = -1129168.585685
  nChanged 9
		SP:Iteration 100F (20513.060000 sec): 3 clusters
  Score: Raw -1132175.155429 + Penalty 3004.258353 = -1129170.897076
  nChanged 10
		SP:Iteration 101Q (20513.300000 sec): 3 clusters
  Score: Raw -1132177.800334 + Penalty 3004.258353 = -1129173.541981
  nChanged 8
		SP:Iteration 102Q (20513.490000 sec): 3 clusters
  Score: Raw -1132179.362113 + Penalty 3004.258353 = -1129175.103760
  nChanged 6
		SP:Iteration 103Q (20513.710000 sec): 3 clusters
  Score: Raw -1132180.928232 + Penalty 3004.258353 = -1129176.669879
  nChanged 6
		SP:Iteration 104Q (20513.910000 sec): 3 clusters
  Score: Raw -1132181.776811 + Penalty 3004.258353 = -1129177.518458
  nChanged 2
		SP:Iteration 105Q (20514.180000 sec): 3 clusters
  Score: Raw -1132182.024075 + Penalty 3004.258353 = -1129177.765722
  nChanged 3
		SP:Iteration 106Q (20514.380000 sec): 3 clusters
  Score: Raw -1132182.408222 + Penalty 3004.258353 = -1129178.149869
  nChanged 0
		SP:Iteration 107F (20514.590000 sec): 3 clusters
  Score: Raw -1132182.408222 + Penalty 3004.258353 = -1129178.149869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20514.700000 sec): 2 clusters
  Score: Raw -579880.493357 + Penalty 1397.390478 = -578483.102879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20514.880000 sec): 3 clusters
  Score: Raw -577056.980152 + Penalty 2794.780957 = -574262.199196
  nChanged 2175
		SP:Iteration 1F (20515.080000 sec): 3 clusters
  Score: Raw -578312.444014 + Penalty 2794.780957 = -575517.663057
  nChanged 396
		SP:Iteration 2F (20515.270000 sec): 3 clusters
  Score: Raw -578527.476035 + Penalty 2794.780957 = -575732.695078
  nChanged 277
		SP:Iteration 3F (20515.460000 sec): 3 clusters
  Score: Raw -578690.639511 + Penalty 2794.780957 = -575895.858554
  nChanged 275
		SP:Iteration 4F (20515.660000 sec): 3 clusters
  Score: Raw -578863.866611 + Penalty 2794.780957 = -576069.085654
  nChanged 259
		SP:Iteration 5Q (20515.880000 sec): 3 clusters
  Score: Raw -579035.886736 + Penalty 2794.780957 = -576241.105779
  nChanged 281
		SP:Iteration 6F (20516.070000 sec): 3 clusters
  Score: Raw -579245.943795 + Penalty 2794.780957 = -576451.162838
  nChanged 301
		SP:Iteration 7F (20516.230000 sec): 3 clusters
  Score: Raw -579484.815430 + Penalty 2794.780957 = -576690.034473
  nChanged 305
		SP:Iteration 8F (20516.410000 sec): 3 clusters
  Score: Raw -579707.855274 + Penalty 2794.780957 = -576913.074317
  nChanged 268
		SP:Iteration 9Q (20516.600000 sec): 3 clusters
  Score: Raw -579906.256857 + Penalty 2794.780957 = -577111.475900
  nChanged 201
		SP:Iteration 10Q (20516.800000 sec): 3 clusters
  Score: Raw -580038.747047 + Penalty 2794.780957 = -577243.966090
  nChanged 157
		SP:Iteration 11Q (20517.010000 sec): 3 clusters
  Score: Raw -580143.644756 + Penalty 2794.780957 = -577348.863799
  nChanged 131
		SP:Iteration 12Q (20517.220000 sec): 3 clusters
  Score: Raw -580219.154554 + Penalty 2794.780957 = -577424.373597
  nChanged 111
		SP:Iteration 13Q (20517.400000 sec): 3 clusters
  Score: Raw -580282.012282 + Penalty 2794.780957 = -577487.231326
  nChanged 79
		SP:Iteration 14Q (20517.580000 sec): 3 clusters
  Score: Raw -580317.045300 + Penalty 2794.780957 = -577522.264343
  nChanged 63
		SP:Iteration 15Q (20517.760000 sec): 3 clusters
  Score: Raw -580337.777753 + Penalty 2794.780957 = -577542.996796
  nChanged 41
		SP:Iteration 16Q (20518.000000 sec): 3 clusters
  Score: Raw -580351.227680 + Penalty 2794.780957 = -577556.446724
  nChanged 44
		SP:Iteration 17Q (20518.170000 sec): 3 clusters
  Score: Raw -580362.893929 + Penalty 2794.780957 = -577568.112973
  nChanged 29
		SP:Iteration 18Q (20518.350000 sec): 3 clusters
  Score: Raw -580369.221323 + Penalty 2794.780957 = -577574.440366
  nChanged 23
		SP:Iteration 19Q (20518.540000 sec): 3 clusters
  Score: Raw -580374.247087 + Penalty 2794.780957 = -577579.466130
  nChanged 18
		SP:Iteration 20F (20518.720000 sec): 3 clusters
  Score: Raw -580377.171987 + Penalty 2794.780957 = -577582.391030
  nChanged 11
		SP:Iteration 21Q (20518.910000 sec): 3 clusters
  Score: Raw -580379.515026 + Penalty 2794.780957 = -577584.734070
  nChanged 15
		SP:Iteration 22Q (20519.100000 sec): 3 clusters
  Score: Raw -580382.087802 + Penalty 2794.780957 = -577587.306845
  nChanged 10
		SP:Iteration 23Q (20519.310000 sec): 3 clusters
  Score: Raw -580383.979100 + Penalty 2794.780957 = -577589.198143
  nChanged 6
		SP:Iteration 24Q (20519.520000 sec): 3 clusters
  Score: Raw -580385.105243 + Penalty 2794.780957 = -577590.324286
  nChanged 6
		SP:Iteration 25Q (20519.690000 sec): 3 clusters
  Score: Raw -580386.284122 + Penalty 2794.780957 = -577591.503165
  nChanged 11
		SP:Iteration 26Q (20519.890000 sec): 3 clusters
  Score: Raw -580389.177505 + Penalty 2794.780957 = -577594.396549
  nChanged 10
		SP:Iteration 27Q (20520.090000 sec): 3 clusters
  Score: Raw -580390.700425 + Penalty 2794.780957 = -577595.919468
  nChanged 7
		SP:Iteration 28Q (20520.300000 sec): 3 clusters
  Score: Raw -580391.752765 + Penalty 2794.780957 = -577596.971808
  nChanged 6
		SP:Iteration 29Q (20520.470000 sec): 3 clusters
  Score: Raw -580392.464919 + Penalty 2794.780957 = -577597.683962
  nChanged 3
		SP:Iteration 30Q (20520.700000 sec): 3 clusters
  Score: Raw -580392.814899 + Penalty 2794.780957 = -577598.033943
  nChanged 1
		SP:Iteration 31Q (20520.900000 sec): 3 clusters
  Score: Raw -580392.926545 + Penalty 2794.780957 = -577598.145588
  nChanged 1
		SP:Iteration 32Q (20521.030000 sec): 3 clusters
  Score: Raw -580393.096153 + Penalty 2794.780957 = -577598.315197
  nChanged 1
		SP:Iteration 33Q (20521.220000 sec): 3 clusters
  Score: Raw -580393.189141 + Penalty 2794.780957 = -577598.408184
  nChanged 1
		SP:Iteration 34Q (20521.390000 sec): 3 clusters
  Score: Raw -580393.337157 + Penalty 2794.780957 = -577598.556200
  nChanged 3
		SP:Iteration 35Q (20521.590000 sec): 3 clusters
  Score: Raw -580393.993111 + Penalty 2794.780957 = -577599.212154
  nChanged 3
		SP:Iteration 36Q (20521.790000 sec): 3 clusters
  Score: Raw -580394.532141 + Penalty 2794.780957 = -577599.751185
  nChanged 4
		SP:Iteration 37Q (20521.970000 sec): 3 clusters
  Score: Raw -580395.348550 + Penalty 2794.780957 = -577600.567593
  nChanged 5
		SP:Iteration 38Q (20522.150000 sec): 3 clusters
  Score: Raw -580396.334444 + Penalty 2794.780957 = -577601.553487
  nChanged 7
		SP:Iteration 39Q (20522.330000 sec): 3 clusters
  Score: Raw -580398.141028 + Penalty 2794.780957 = -577603.360071
  nChanged 9
		SP:Iteration 40F (20522.510000 sec): 3 clusters
  Score: Raw -580399.649641 + Penalty 2794.780957 = -577604.868684
  nChanged 8
		SP:Iteration 41Q (20522.690000 sec): 3 clusters
  Score: Raw -580400.913315 + Penalty 2794.780957 = -577606.132358
  nChanged 9
		SP:Iteration 42Q (20522.910000 sec): 3 clusters
  Score: Raw -580402.632326 + Penalty 2794.780957 = -577607.851369
  nChanged 8
		SP:Iteration 43Q (20523.110000 sec): 3 clusters
  Score: Raw -580403.922763 + Penalty 2794.780957 = -577609.141806
  nChanged 5
		SP:Iteration 44Q (20523.300000 sec): 3 clusters
  Score: Raw -580404.509187 + Penalty 2794.780957 = -577609.728230
  nChanged 3
		SP:Iteration 45Q (20523.510000 sec): 3 clusters
  Score: Raw -580405.235334 + Penalty 2794.780957 = -577610.454377
  nChanged 3
		SP:Iteration 46Q (20523.720000 sec): 3 clusters
  Score: Raw -580405.476118 + Penalty 2794.780957 = -577610.695161
  nChanged 3
		SP:Iteration 47Q (20523.890000 sec): 3 clusters
  Score: Raw -580406.025981 + Penalty 2794.780957 = -577611.245024
  nChanged 4
		SP:Iteration 48Q (20524.100000 sec): 3 clusters
  Score: Raw -580406.854646 + Penalty 2794.780957 = -577612.073689
  nChanged 5
		SP:Iteration 49Q (20524.310000 sec): 3 clusters
  Score: Raw -580407.631849 + Penalty 2794.780957 = -577612.850893
  nChanged 4
		SP:Iteration 50Q (20524.460000 sec): 3 clusters
  Score: Raw -580408.358032 + Penalty 2794.780957 = -577613.577075
  nChanged 2
		SP:Iteration 51Q (20524.630000 sec): 3 clusters
  Score: Raw -580408.616433 + Penalty 2794.780957 = -577613.835477
  nChanged 1
		SP:Iteration 52Q (20524.830000 sec): 3 clusters
  Score: Raw -580408.713415 + Penalty 2794.780957 = -577613.932458
  nChanged 2
		SP:Iteration 53Q (20525.010000 sec): 3 clusters
  Score: Raw -580408.911679 + Penalty 2794.780957 = -577614.130722
  nChanged 0
		SP:Iteration 54F (20525.220000 sec): 3 clusters
  Score: Raw -580408.911679 + Penalty 2794.780957 = -577614.130722
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (2961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20525.290000 sec): 2 clusters
  Score: Raw -311175.542493 + Penalty 1298.908378 = -309876.634115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20525.490000 sec): 3 clusters
  Score: Raw -309789.264587 + Penalty 2597.816757 = -307191.447831
  nChanged 1094
		SP:Iteration 1F (20525.650000 sec): 3 clusters
  Score: Raw -310524.152891 + Penalty 2597.816757 = -307926.336134
  nChanged 263
		SP:Iteration 2F (20525.780000 sec): 3 clusters
  Score: Raw -310776.818251 + Penalty 2597.816757 = -308179.001495
  nChanged 209
		SP:Iteration 3F (20525.930000 sec): 3 clusters
  Score: Raw -310991.443541 + Penalty 2597.816757 = -308393.626784
  nChanged 168
		SP:Iteration 4F (20526.090000 sec): 3 clusters
  Score: Raw -311133.441364 + Penalty 2597.816757 = -308535.624608
  nChanged 138
		SP:Iteration 5Q (20526.290000 sec): 3 clusters
  Score: Raw -311231.630666 + Penalty 2597.816757 = -308633.813910
  nChanged 110
		SP:Iteration 6Q (20526.450000 sec): 3 clusters
  Score: Raw -311315.994884 + Penalty 2597.816757 = -308718.178127
  nChanged 94
		SP:Iteration 7Q (20526.670000 sec): 3 clusters
  Score: Raw -311377.186920 + Penalty 2597.816757 = -308779.370164
  nChanged 82
		SP:Iteration 8Q (20526.870000 sec): 3 clusters
  Score: Raw -311429.707412 + Penalty 2597.816757 = -308831.890655
  nChanged 70
		SP:Iteration 9Q (20527.020000 sec): 3 clusters
  Score: Raw -311469.595851 + Penalty 2597.816757 = -308871.779094
  nChanged 65
		SP:Iteration 10Q (20527.190000 sec): 3 clusters
  Score: Raw -311504.600868 + Penalty 2597.816757 = -308906.784111
  nChanged 50
		SP:Iteration 11Q (20527.410000 sec): 3 clusters
  Score: Raw -311530.592230 + Penalty 2597.816757 = -308932.775474
  nChanged 44
		SP:Iteration 12Q (20527.600000 sec): 3 clusters
  Score: Raw -311552.992012 + Penalty 2597.816757 = -308955.175255
  nChanged 45
		SP:Iteration 13Q (20527.790000 sec): 3 clusters
  Score: Raw -311580.655956 + Penalty 2597.816757 = -308982.839199
  nChanged 40
		SP:Iteration 14Q (20527.950000 sec): 3 clusters
  Score: Raw -311596.891877 + Penalty 2597.816757 = -308999.075121
  nChanged 27
		SP:Iteration 15Q (20528.180000 sec): 3 clusters
  Score: Raw -311611.031267 + Penalty 2597.816757 = -309013.214511
  nChanged 29
		SP:Iteration 16Q (20528.350000 sec): 3 clusters
  Score: Raw -311626.641088 + Penalty 2597.816757 = -309028.824332
  nChanged 33
		SP:Iteration 17Q (20528.520000 sec): 3 clusters
  Score: Raw -311644.388648 + Penalty 2597.816757 = -309046.571891
  nChanged 29
		SP:Iteration 18Q (20528.710000 sec): 3 clusters
  Score: Raw -311664.584512 + Penalty 2597.816757 = -309066.767755
  nChanged 33
		SP:Iteration 19Q (20528.930000 sec): 3 clusters
  Score: Raw -311687.093710 + Penalty 2597.816757 = -309089.276953
  nChanged 29
		SP:Iteration 20F (20529.100000 sec): 3 clusters
  Score: Raw -311700.852076 + Penalty 2597.816757 = -309103.035319
  nChanged 27
		SP:Iteration 21Q (20529.290000 sec): 3 clusters
  Score: Raw -311712.599760 + Penalty 2597.816757 = -309114.783003
  nChanged 20
		SP:Iteration 22Q (20529.480000 sec): 3 clusters
  Score: Raw -311722.410045 + Penalty 2597.816757 = -309124.593288
  nChanged 13
		SP:Iteration 23Q (20529.640000 sec): 3 clusters
  Score: Raw -311730.519282 + Penalty 2597.816757 = -309132.702526
  nChanged 22
		SP:Iteration 24Q (20529.860000 sec): 3 clusters
  Score: Raw -311741.445977 + Penalty 2597.816757 = -309143.629221
  nChanged 21
		SP:Iteration 25Q (20530.020000 sec): 3 clusters
  Score: Raw -311758.426443 + Penalty 2597.816757 = -309160.609686
  nChanged 32
		SP:Iteration 26Q (20530.240000 sec): 3 clusters
  Score: Raw -311783.208389 + Penalty 2597.816757 = -309185.391633
  nChanged 27
		SP:Iteration 27Q (20530.390000 sec): 3 clusters
  Score: Raw -311798.208507 + Penalty 2597.816757 = -309200.391750
  nChanged 26
		SP:Iteration 28Q (20530.580000 sec): 3 clusters
  Score: Raw -311821.543388 + Penalty 2597.816757 = -309223.726632
  nChanged 30
		SP:Iteration 29Q (20530.780000 sec): 3 clusters
  Score: Raw -311840.831509 + Penalty 2597.816757 = -309243.014752
  nChanged 21
		SP:Iteration 30Q (20530.980000 sec): 3 clusters
  Score: Raw -311852.942844 + Penalty 2597.816757 = -309255.126087
  nChanged 22
		SP:Iteration 31Q (20531.160000 sec): 3 clusters
  Score: Raw -311864.824073 + Penalty 2597.816757 = -309267.007317
  nChanged 21
		SP:Iteration 32Q (20531.360000 sec): 3 clusters
  Score: Raw -311882.203892 + Penalty 2597.816757 = -309284.387135
  nChanged 25
		SP:Iteration 33Q (20531.550000 sec): 3 clusters
  Score: Raw -311904.864962 + Penalty 2597.816757 = -309307.048205
  nChanged 21
		SP:Iteration 34Q (20531.710000 sec): 3 clusters
  Score: Raw -311922.915809 + Penalty 2597.816757 = -309325.099052
  nChanged 17
		SP:Iteration 35Q (20531.880000 sec): 3 clusters
  Score: Raw -311930.125527 + Penalty 2597.816757 = -309332.308771
  nChanged 10
		SP:Iteration 36Q (20532.040000 sec): 3 clusters
  Score: Raw -311933.706633 + Penalty 2597.816757 = -309335.889876
  nChanged 9
		SP:Iteration 37Q (20532.190000 sec): 3 clusters
  Score: Raw -311936.677316 + Penalty 2597.816757 = -309338.860559
  nChanged 5
		SP:Iteration 38Q (20532.380000 sec): 3 clusters
  Score: Raw -311939.288448 + Penalty 2597.816757 = -309341.471691
  nChanged 7
		SP:Iteration 39Q (20532.530000 sec): 3 clusters
  Score: Raw -311941.522675 + Penalty 2597.816757 = -309343.705918
  nChanged 1
		SP:Iteration 40F (20532.730000 sec): 3 clusters
  Score: Raw -311942.085268 + Penalty 2597.816757 = -309344.268511
  nChanged 1
		SP:Iteration 41Q (20532.890000 sec): 3 clusters
  Score: Raw -311942.537915 + Penalty 2597.816757 = -309344.721159
  nChanged 2
		SP:Iteration 42Q (20533.100000 sec): 3 clusters
  Score: Raw -311944.074698 + Penalty 2597.816757 = -309346.257942
  nChanged 0
		SP:Iteration 43F (20533.270000 sec): 3 clusters
  Score: Raw -311944.074698 + Penalty 2597.816757 = -309346.257942
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (2996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20533.400000 sec): 2 clusters
  Score: Raw -308568.666622 + Penalty 1300.817919 = -307267.848704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20533.540000 sec): 3 clusters
  Score: Raw -307169.808077 + Penalty 2601.635837 = -304568.172240
  nChanged 1164
		SP:Iteration 1F (20533.730000 sec): 3 clusters
  Score: Raw -307957.133201 + Penalty 2601.635837 = -305355.497364
  nChanged 276
		SP:Iteration 2F (20533.900000 sec): 3 clusters
  Score: Raw -308198.250291 + Penalty 2601.635837 = -305596.614454
  nChanged 198
		SP:Iteration 3F (20534.070000 sec): 3 clusters
  Score: Raw -308327.282586 + Penalty 2601.635837 = -305725.646749
  nChanged 103
		SP:Iteration 4Q (20534.250000 sec): 3 clusters
  Score: Raw -308387.842496 + Penalty 2601.635837 = -305786.206659
  nChanged 96
		SP:Iteration 5Q (20534.440000 sec): 3 clusters
  Score: Raw -308444.643534 + Penalty 2601.635837 = -305843.007697
  nChanged 88
		SP:Iteration 6Q (20534.550000 sec): 3 clusters
  Score: Raw -308508.290121 + Penalty 2601.635837 = -305906.654284
  nChanged 87
		SP:Iteration 7Q (20534.760000 sec): 3 clusters
  Score: Raw -308567.677166 + Penalty 2601.635837 = -305966.041329
  nChanged 77
		SP:Iteration 8Q (20534.940000 sec): 3 clusters
  Score: Raw -308626.117811 + Penalty 2601.635837 = -306024.481974
  nChanged 78
		SP:Iteration 9Q (20535.130000 sec): 3 clusters
  Score: Raw -308688.384222 + Penalty 2601.635837 = -306086.748385
  nChanged 104
		SP:Iteration 10Q (20535.360000 sec): 3 clusters
  Score: Raw -308778.058042 + Penalty 2601.635837 = -306176.422205
  nChanged 109
		SP:Iteration 11Q (20535.520000 sec): 3 clusters
  Score: Raw -308873.770489 + Penalty 2601.635837 = -306272.134652
  nChanged 107
		SP:Iteration 12Q (20535.730000 sec): 3 clusters
  Score: Raw -308970.208219 + Penalty 2601.635837 = -306368.572382
  nChanged 91
		SP:Iteration 13Q (20535.900000 sec): 3 clusters
  Score: Raw -309054.034446 + Penalty 2601.635837 = -306452.398609
  nChanged 95
		SP:Iteration 14Q (20536.080000 sec): 3 clusters
  Score: Raw -309149.212286 + Penalty 2601.635837 = -306547.576449
  nChanged 76
		SP:Iteration 15Q (20536.310000 sec): 3 clusters
  Score: Raw -309227.095725 + Penalty 2601.635837 = -306625.459888
  nChanged 73
		SP:Iteration 16Q (20536.490000 sec): 3 clusters
  Score: Raw -309294.622729 + Penalty 2601.635837 = -306692.986892
  nChanged 66
		SP:Iteration 17Q (20536.680000 sec): 3 clusters
  Score: Raw -309355.521348 + Penalty 2601.635837 = -306753.885511
  nChanged 61
		SP:Iteration 18Q (20536.820000 sec): 3 clusters
  Score: Raw -309421.869494 + Penalty 2601.635837 = -306820.233657
  nChanged 55
		SP:Iteration 19Q (20537.010000 sec): 3 clusters
  Score: Raw -309492.171976 + Penalty 2601.635837 = -306890.536139
  nChanged 62
		SP:Iteration 20F (20537.170000 sec): 3 clusters
  Score: Raw -309594.703812 + Penalty 2601.635837 = -306993.067975
  nChanged 48
		SP:Iteration 21Q (20537.360000 sec): 3 clusters
  Score: Raw -309675.703337 + Penalty 2601.635837 = -307074.067500
  nChanged 38
		SP:Iteration 22Q (20537.540000 sec): 3 clusters
  Score: Raw -309722.782075 + Penalty 2601.635837 = -307121.146238
  nChanged 27
		SP:Iteration 23Q (20537.730000 sec): 3 clusters
  Score: Raw -309747.508404 + Penalty 2601.635837 = -307145.872567
  nChanged 18
		SP:Iteration 24Q (20537.860000 sec): 3 clusters
  Score: Raw -309763.384756 + Penalty 2601.635837 = -307161.748919
  nChanged 11
		SP:Iteration 25Q (20538.060000 sec): 3 clusters
  Score: Raw -309772.096709 + Penalty 2601.635837 = -307170.460872
  nChanged 6
		SP:Iteration 26Q (20538.240000 sec): 3 clusters
  Score: Raw -309775.983407 + Penalty 2601.635837 = -307174.347570
  nChanged 5
		SP:Iteration 27Q (20538.400000 sec): 3 clusters
  Score: Raw -309778.811484 + Penalty 2601.635837 = -307177.175647
  nChanged 4
		SP:Iteration 28Q (20538.560000 sec): 3 clusters
  Score: Raw -309780.604960 + Penalty 2601.635837 = -307178.969123
  nChanged 0
		SP:Iteration 29F (20538.740000 sec): 3 clusters
  Score: Raw -309780.604960 + Penalty 2601.635837 = -307178.969123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (3883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20538.850000 sec): 2 clusters
  Score: Raw -409544.360037 + Penalty 1342.959041 = -408201.400996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20539.050000 sec): 3 clusters
  Score: Raw -407617.567143 + Penalty 2685.918082 = -404931.649061
  nChanged 1497
		SP:Iteration 1F (20539.240000 sec): 3 clusters
  Score: Raw -408464.701087 + Penalty 2685.918082 = -405778.783004
  nChanged 285
		SP:Iteration 2F (20539.410000 sec): 3 clusters
  Score: Raw -408619.002986 + Penalty 2685.918082 = -405933.084904
  nChanged 202
		SP:Iteration 3F (20539.610000 sec): 3 clusters
  Score: Raw -408722.712315 + Penalty 2685.918082 = -406036.794233
  nChanged 164
		SP:Iteration 4Q (20539.840000 sec): 3 clusters
  Score: Raw -408811.723298 + Penalty 2685.918082 = -406125.805216
  nChanged 130
		SP:Iteration 5Q (20540.030000 sec): 3 clusters
  Score: Raw -408877.573688 + Penalty 2685.918082 = -406191.655606
  nChanged 111
		SP:Iteration 6Q (20540.200000 sec): 3 clusters
  Score: Raw -408924.748924 + Penalty 2685.918082 = -406238.830842
  nChanged 89
		SP:Iteration 7Q (20540.370000 sec): 3 clusters
  Score: Raw -408965.776491 + Penalty 2685.918082 = -406279.858409
  nChanged 91
		SP:Iteration 8Q (20540.580000 sec): 3 clusters
  Score: Raw -409015.738409 + Penalty 2685.918082 = -406329.820327
  nChanged 92
		SP:Iteration 9Q (20540.760000 sec): 3 clusters
  Score: Raw -409063.601827 + Penalty 2685.918082 = -406377.683745
  nChanged 91
		SP:Iteration 10Q (20540.960000 sec): 3 clusters
  Score: Raw -409120.510266 + Penalty 2685.918082 = -406434.592184
  nChanged 94
		SP:Iteration 11Q (20541.130000 sec): 3 clusters
  Score: Raw -409173.071020 + Penalty 2685.918082 = -406487.152938
  nChanged 101
		SP:Iteration 12Q (20541.330000 sec): 3 clusters
  Score: Raw -409238.503051 + Penalty 2685.918082 = -406552.584969
  nChanged 88
		SP:Iteration 13Q (20541.500000 sec): 3 clusters
  Score: Raw -409289.099986 + Penalty 2685.918082 = -406603.181904
  nChanged 92
		SP:Iteration 14Q (20541.690000 sec): 3 clusters
  Score: Raw -409343.667426 + Penalty 2685.918082 = -406657.749344
  nChanged 91
		SP:Iteration 15Q (20541.890000 sec): 3 clusters
  Score: Raw -409403.037759 + Penalty 2685.918082 = -406717.119677
  nChanged 80
		SP:Iteration 16Q (20542.070000 sec): 3 clusters
  Score: Raw -409448.339622 + Penalty 2685.918082 = -406762.421540
  nChanged 81
		SP:Iteration 17Q (20542.230000 sec): 3 clusters
  Score: Raw -409491.834908 + Penalty 2685.918082 = -406805.916826
  nChanged 71
		SP:Iteration 18Q (20542.420000 sec): 3 clusters
  Score: Raw -409525.990893 + Penalty 2685.918082 = -406840.072811
  nChanged 54
		SP:Iteration 19Q (20542.620000 sec): 3 clusters
  Score: Raw -409551.782069 + Penalty 2685.918082 = -406865.863987
  nChanged 48
		SP:Iteration 20F (20542.780000 sec): 3 clusters
  Score: Raw -409571.233623 + Penalty 2685.918082 = -406885.315541
  nChanged 33
		SP:Iteration 21Q (20542.970000 sec): 3 clusters
  Score: Raw -409587.271440 + Penalty 2685.918082 = -406901.353358
  nChanged 32
		SP:Iteration 22Q (20543.210000 sec): 3 clusters
  Score: Raw -409604.172856 + Penalty 2685.918082 = -406918.254774
  nChanged 31
		SP:Iteration 23Q (20543.370000 sec): 3 clusters
  Score: Raw -409618.280683 + Penalty 2685.918082 = -406932.362601
  nChanged 29
		SP:Iteration 24Q (20543.570000 sec): 3 clusters
  Score: Raw -409631.715469 + Penalty 2685.918082 = -406945.797387
  nChanged 26
		SP:Iteration 25Q (20543.770000 sec): 3 clusters
  Score: Raw -409642.884774 + Penalty 2685.918082 = -406956.966692
  nChanged 20
		SP:Iteration 26Q (20544.000000 sec): 3 clusters
  Score: Raw -409652.037082 + Penalty 2685.918082 = -406966.119000
  nChanged 15
		SP:Iteration 27Q (20544.170000 sec): 3 clusters
  Score: Raw -409657.288658 + Penalty 2685.918082 = -406971.370576
  nChanged 13
		SP:Iteration 28Q (20544.360000 sec): 3 clusters
  Score: Raw -409662.045951 + Penalty 2685.918082 = -406976.127869
  nChanged 11
		SP:Iteration 29Q (20544.520000 sec): 3 clusters
  Score: Raw -409665.212867 + Penalty 2685.918082 = -406979.294785
  nChanged 10
		SP:Iteration 30Q (20544.690000 sec): 3 clusters
  Score: Raw -409669.332291 + Penalty 2685.918082 = -406983.414209
  nChanged 8
		SP:Iteration 31Q (20544.890000 sec): 3 clusters
  Score: Raw -409672.013568 + Penalty 2685.918082 = -406986.095486
  nChanged 9
		SP:Iteration 32Q (20545.080000 sec): 3 clusters
  Score: Raw -409674.449003 + Penalty 2685.918082 = -406988.530921
  nChanged 10
		SP:Iteration 33Q (20545.220000 sec): 3 clusters
  Score: Raw -409677.651943 + Penalty 2685.918082 = -406991.733861
  nChanged 9
		SP:Iteration 34Q (20545.450000 sec): 3 clusters
  Score: Raw -409681.579316 + Penalty 2685.918082 = -406995.661234
  nChanged 13
		SP:Iteration 35Q (20545.610000 sec): 3 clusters
  Score: Raw -409688.953298 + Penalty 2685.918082 = -407003.035216
  nChanged 19
		SP:Iteration 36Q (20545.780000 sec): 3 clusters
  Score: Raw -409696.634097 + Penalty 2685.918082 = -407010.716014
  nChanged 13
		SP:Iteration 37Q (20545.990000 sec): 3 clusters
  Score: Raw -409701.669877 + Penalty 2685.918082 = -407015.751795
  nChanged 14
		SP:Iteration 38Q (20546.140000 sec): 3 clusters
  Score: Raw -409706.845727 + Penalty 2685.918082 = -407020.927645
  nChanged 16
		SP:Iteration 39Q (20546.350000 sec): 3 clusters
  Score: Raw -409716.067536 + Penalty 2685.918082 = -407030.149454
  nChanged 15
		SP:Iteration 40F (20546.550000 sec): 3 clusters
  Score: Raw -409724.647168 + Penalty 2685.918082 = -407038.729086
  nChanged 14
		SP:Iteration 41Q (20546.710000 sec): 3 clusters
  Score: Raw -409732.497983 + Penalty 2685.918082 = -407046.579901
  nChanged 13
		SP:Iteration 42Q (20546.880000 sec): 3 clusters
  Score: Raw -409740.661011 + Penalty 2685.918082 = -407054.742929
  nChanged 14
		SP:Iteration 43Q (20547.040000 sec): 3 clusters
  Score: Raw -409748.846237 + Penalty 2685.918082 = -407062.928154
  nChanged 13
		SP:Iteration 44Q (20547.220000 sec): 3 clusters
  Score: Raw -409753.128699 + Penalty 2685.918082 = -407067.210617
  nChanged 12
		SP:Iteration 45Q (20547.380000 sec): 3 clusters
  Score: Raw -409757.650685 + Penalty 2685.918082 = -407071.732603
  nChanged 12
		SP:Iteration 46Q (20547.580000 sec): 3 clusters
  Score: Raw -409763.177698 + Penalty 2685.918082 = -407077.259616
  nChanged 7
		SP:Iteration 47Q (20547.740000 sec): 3 clusters
  Score: Raw -409767.749012 + Penalty 2685.918082 = -407081.830930
  nChanged 8
		SP:Iteration 48Q (20547.950000 sec): 3 clusters
  Score: Raw -409776.774297 + Penalty 2685.918082 = -407090.856215
  nChanged 12
		SP:Iteration 49Q (20548.110000 sec): 3 clusters
  Score: Raw -409784.956871 + Penalty 2685.918082 = -407099.038788
  nChanged 14
		SP:Iteration 50Q (20548.280000 sec): 3 clusters
  Score: Raw -409792.775292 + Penalty 2685.918082 = -407106.857210
  nChanged 7
		SP:Iteration 51Q (20548.490000 sec): 3 clusters
  Score: Raw -409795.584388 + Penalty 2685.918082 = -407109.666306
  nChanged 5
		SP:Iteration 52Q (20548.670000 sec): 3 clusters
  Score: Raw -409798.072998 + Penalty 2685.918082 = -407112.154916
  nChanged 2
		SP:Iteration 53Q (20548.850000 sec): 3 clusters
  Score: Raw -409799.026756 + Penalty 2685.918082 = -407113.108674
  nChanged 3
		SP:Iteration 54Q (20549.030000 sec): 3 clusters
  Score: Raw -409800.635682 + Penalty 2685.918082 = -407114.717600
  nChanged 4
		SP:Iteration 55Q (20549.220000 sec): 3 clusters
  Score: Raw -409802.879785 + Penalty 2685.918082 = -407116.961703
  nChanged 2
		SP:Iteration 56Q (20549.400000 sec): 3 clusters
  Score: Raw -409804.465534 + Penalty 2685.918082 = -407118.547452
  nChanged 3
		SP:Iteration 57Q (20549.570000 sec): 3 clusters
  Score: Raw -409805.917941 + Penalty 2685.918082 = -407119.999859
  nChanged 3
		SP:Iteration 58Q (20549.760000 sec): 3 clusters
  Score: Raw -409809.163650 + Penalty 2685.918082 = -407123.245568
  nChanged 8
		SP:Iteration 59Q (20549.940000 sec): 3 clusters
  Score: Raw -409813.598424 + Penalty 2685.918082 = -407127.680342
  nChanged 9
		SP:Iteration 60F (20550.190000 sec): 3 clusters
  Score: Raw -409818.990589 + Penalty 2685.918082 = -407133.072507
  nChanged 8
		SP:Iteration 61Q (20550.310000 sec): 3 clusters
  Score: Raw -409823.780666 + Penalty 2685.918082 = -407137.862583
  nChanged 4
		SP:Iteration 62Q (20550.470000 sec): 3 clusters
  Score: Raw -409825.598254 + Penalty 2685.918082 = -407139.680172
  nChanged 1
		SP:Iteration 63Q (20550.670000 sec): 3 clusters
  Score: Raw -409825.838758 + Penalty 2685.918082 = -407139.920676
  nChanged 1
		SP:Iteration 64Q (20550.830000 sec): 3 clusters
  Score: Raw -409825.999085 + Penalty 2685.918082 = -407140.081003
  nChanged 0
		SP:Iteration 65F (20551.010000 sec): 3 clusters
  Score: Raw -409825.999085 + Penalty 2685.918082 = -407140.081003
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20551.110000 sec): 2 clusters
  Score: Raw -103516.908386 + Penalty 1116.889123 = -102400.019263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20551.270000 sec): 3 clusters
  Score: Raw -103226.081144 + Penalty 2233.778246 = -100992.302898
  nChanged 262
		SP:Iteration 1F (20551.480000 sec): 3 clusters
  Score: Raw -103452.462844 + Penalty 2233.778246 = -101218.684598
  nChanged 65
		SP:Iteration 2F (20551.630000 sec): 3 clusters
  Score: Raw -103517.973324 + Penalty 2233.778246 = -101284.195078
  nChanged 32
		SP:Iteration 3Q (20551.820000 sec): 3 clusters
  Score: Raw -103549.942868 + Penalty 2233.778246 = -101316.164622
  nChanged 18
		SP:Iteration 4Q (20551.990000 sec): 3 clusters
  Score: Raw -103566.340296 + Penalty 2233.778246 = -101332.562050
  nChanged 10
		SP:Iteration 5Q (20552.170000 sec): 3 clusters
  Score: Raw -103573.589182 + Penalty 2233.778246 = -101339.810936
  nChanged 9
		SP:Iteration 6Q (20552.350000 sec): 3 clusters
  Score: Raw -103581.632925 + Penalty 2233.778246 = -101347.854679
  nChanged 6
		SP:Iteration 7Q (20552.490000 sec): 3 clusters
  Score: Raw -103588.778435 + Penalty 2233.778246 = -101355.000188
  nChanged 5
		SP:Iteration 8Q (20552.650000 sec): 3 clusters
  Score: Raw -103592.306795 + Penalty 2233.778246 = -101358.528549
  nChanged 5
		SP:Iteration 9Q (20552.860000 sec): 3 clusters
  Score: Raw -103596.594908 + Penalty 2233.778246 = -101362.816662
  nChanged 4
		SP:Iteration 10Q (20553.030000 sec): 3 clusters
  Score: Raw -103599.986463 + Penalty 2233.778246 = -101366.208216
  nChanged 1
		SP:Iteration 11Q (20553.190000 sec): 3 clusters
  Score: Raw -103600.822923 + Penalty 2233.778246 = -101367.044677
  nChanged 0
		SP:Iteration 12F (20553.350000 sec): 3 clusters
  Score: Raw -103600.822923 + Penalty 2233.778246 = -101367.044677
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20553.540000 sec): 2 clusters
  Score: Raw -2184971.466231 + Penalty 1607.519323 = -2183363.946908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20553.810000 sec): 3 clusters
  Score: Raw -2173001.660389 + Penalty 3215.038647 = -2169786.621742
  nChanged 8988
		SP:Iteration 1F (20554.060000 sec): 3 clusters
  Score: Raw -2178078.540072 + Penalty 3215.038647 = -2174863.501425
  nChanged 1035
		SP:Iteration 2F (20554.350000 sec): 3 clusters
  Score: Raw -2178476.624024 + Penalty 3215.038647 = -2175261.585377
  nChanged 940
		SP:Iteration 3Q (20554.610000 sec): 3 clusters
  Score: Raw -2178900.255915 + Penalty 3215.038647 = -2175685.217268
  nChanged 979
		SP:Iteration 4Q (20554.850000 sec): 3 clusters
  Score: Raw -2179429.275419 + Penalty 3215.038647 = -2176214.236772
  nChanged 1029
		SP:Iteration 5F (20555.130000 sec): 3 clusters
  Score: Raw -2180021.643470 + Penalty 3215.038647 = -2176806.604823
  nChanged 1059
		SP:Iteration 6F (20555.350000 sec): 3 clusters
  Score: Raw -2180636.744710 + Penalty 3215.038647 = -2177421.706063
  nChanged 1022
		SP:Iteration 7F (20555.620000 sec): 3 clusters
  Score: Raw -2181266.560208 + Penalty 3215.038647 = -2178051.521561
  nChanged 1055
		SP:Iteration 8F (20555.910000 sec): 3 clusters
  Score: Raw -2181938.151490 + Penalty 3215.038647 = -2178723.112843
  nChanged 973
		SP:Iteration 9Q (20556.130000 sec): 3 clusters
  Score: Raw -2182556.049666 + Penalty 3215.038647 = -2179341.011020
  nChanged 846
		SP:Iteration 10Q (20556.410000 sec): 3 clusters
  Score: Raw -2183051.213575 + Penalty 3215.038647 = -2179836.174928
  nChanged 702
		SP:Iteration 11Q (20556.670000 sec): 3 clusters
  Score: Raw -2183427.990477 + Penalty 3215.038647 = -2180212.951830
  nChanged 531
		SP:Iteration 12Q (20556.930000 sec): 3 clusters
  Score: Raw -2183666.013056 + Penalty 3215.038647 = -2180450.974409
  nChanged 421
		SP:Iteration 13Q (20557.180000 sec): 3 clusters
  Score: Raw -2183812.205425 + Penalty 3215.038647 = -2180597.166779
  nChanged 307
		SP:Iteration 14Q (20557.480000 sec): 3 clusters
  Score: Raw -2183899.603172 + Penalty 3215.038647 = -2180684.564525
  nChanged 227
		SP:Iteration 15Q (20557.750000 sec): 3 clusters
  Score: Raw -2183954.319276 + Penalty 3215.038647 = -2180739.280630
  nChanged 173
		SP:Iteration 16Q (20558.000000 sec): 3 clusters
  Score: Raw -2183990.526638 + Penalty 3215.038647 = -2180775.487991
  nChanged 121
		SP:Iteration 17Q (20558.310000 sec): 3 clusters
  Score: Raw -2184012.960710 + Penalty 3215.038647 = -2180797.922064
  nChanged 114
		SP:Iteration 18Q (20558.610000 sec): 3 clusters
  Score: Raw -2184032.979213 + Penalty 3215.038647 = -2180817.940567
  nChanged 100
		SP:Iteration 19Q (20558.890000 sec): 3 clusters
  Score: Raw -2184049.889599 + Penalty 3215.038647 = -2180834.850952
  nChanged 91
		SP:Iteration 20F (20559.140000 sec): 3 clusters
  Score: Raw -2184065.170280 + Penalty 3215.038647 = -2180850.131633
  nChanged 87
		SP:Iteration 21Q (20559.390000 sec): 3 clusters
  Score: Raw -2184079.609087 + Penalty 3215.038647 = -2180864.570441
  nChanged 85
		SP:Iteration 22Q (20559.670000 sec): 3 clusters
  Score: Raw -2184091.540503 + Penalty 3215.038647 = -2180876.501857
  nChanged 84
		SP:Iteration 23Q (20559.960000 sec): 3 clusters
  Score: Raw -2184102.030673 + Penalty 3215.038647 = -2180886.992027
  nChanged 57
		SP:Iteration 24Q (20560.270000 sec): 3 clusters
  Score: Raw -2184107.944100 + Penalty 3215.038647 = -2180892.905453
  nChanged 52
		SP:Iteration 25Q (20560.500000 sec): 3 clusters
  Score: Raw -2184113.669774 + Penalty 3215.038647 = -2180898.631127
  nChanged 55
		SP:Iteration 26Q (20560.790000 sec): 3 clusters
  Score: Raw -2184119.460160 + Penalty 3215.038647 = -2180904.421513
  nChanged 54
		SP:Iteration 27Q (20561.100000 sec): 3 clusters
  Score: Raw -2184125.511842 + Penalty 3215.038647 = -2180910.473195
  nChanged 56
		SP:Iteration 28Q (20561.380000 sec): 3 clusters
  Score: Raw -2184132.098512 + Penalty 3215.038647 = -2180917.059866
  nChanged 57
		SP:Iteration 29Q (20561.640000 sec): 3 clusters
  Score: Raw -2184138.270929 + Penalty 3215.038647 = -2180923.232283
  nChanged 46
		SP:Iteration 30Q (20561.960000 sec): 3 clusters
  Score: Raw -2184142.518950 + Penalty 3215.038647 = -2180927.480303
  nChanged 39
		SP:Iteration 31Q (20562.250000 sec): 3 clusters
  Score: Raw -2184145.423757 + Penalty 3215.038647 = -2180930.385110
  nChanged 28
		SP:Iteration 32Q (20562.520000 sec): 3 clusters
  Score: Raw -2184147.175906 + Penalty 3215.038647 = -2180932.137259
  nChanged 18
		SP:Iteration 33Q (20562.800000 sec): 3 clusters
  Score: Raw -2184148.377865 + Penalty 3215.038647 = -2180933.339218
  nChanged 16
		SP:Iteration 34Q (20563.120000 sec): 3 clusters
  Score: Raw -2184149.243782 + Penalty 3215.038647 = -2180934.205135
  nChanged 11
		SP:Iteration 35Q (20563.420000 sec): 3 clusters
  Score: Raw -2184149.924791 + Penalty 3215.038647 = -2180934.886145
  nChanged 10
		SP:Iteration 36Q (20563.690000 sec): 3 clusters
  Score: Raw -2184150.414163 + Penalty 3215.038647 = -2180935.375517
  nChanged 4
		SP:Iteration 37Q (20563.990000 sec): 3 clusters
  Score: Raw -2184150.644697 + Penalty 3215.038647 = -2180935.606050
  nChanged 8
		SP:Iteration 38Q (20564.250000 sec): 3 clusters
  Score: Raw -2184150.985659 + Penalty 3215.038647 = -2180935.947012
  nChanged 4
		SP:Iteration 39Q (20564.520000 sec): 3 clusters
  Score: Raw -2184151.177515 + Penalty 3215.038647 = -2180936.138869
  nChanged 5
		SP:Iteration 40F (20564.750000 sec): 3 clusters
  Score: Raw -2184151.522049 + Penalty 3215.038647 = -2180936.483402
  nChanged 6
		SP:Iteration 41Q (20565.000000 sec): 3 clusters
  Score: Raw -2184151.856435 + Penalty 3215.038647 = -2180936.817788
  nChanged 7
		SP:Iteration 42Q (20565.230000 sec): 3 clusters
  Score: Raw -2184152.115655 + Penalty 3215.038647 = -2180937.077009
  nChanged 1
		SP:Iteration 43Q (20565.530000 sec): 3 clusters
  Score: Raw -2184152.133190 + Penalty 3215.038647 = -2180937.094543
  nChanged 0
		SP:Iteration 44F (20565.780000 sec): 3 clusters
  Score: Raw -2184152.133190 + Penalty 3215.038647 = -2180937.094543
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20565.920000 sec): 2 clusters
  Score: Raw -387631.903907 + Penalty 1328.389218 = -386303.514688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20566.120000 sec): 3 clusters
  Score: Raw -385899.104009 + Penalty 2656.778437 = -383242.325572
  nChanged 1369
		SP:Iteration 1F (20566.330000 sec): 3 clusters
  Score: Raw -386763.905097 + Penalty 2656.778437 = -384107.126660
  nChanged 289
		SP:Iteration 2F (20566.450000 sec): 3 clusters
  Score: Raw -386995.700303 + Penalty 2656.778437 = -384338.921866
  nChanged 216
		SP:Iteration 3F (20566.640000 sec): 3 clusters
  Score: Raw -387140.461861 + Penalty 2656.778437 = -384483.683424
  nChanged 182
		SP:Iteration 4F (20566.830000 sec): 3 clusters
  Score: Raw -387253.395431 + Penalty 2656.778437 = -384596.616994
  nChanged 138
		SP:Iteration 5Q (20567.040000 sec): 3 clusters
  Score: Raw -387333.800953 + Penalty 2656.778437 = -384677.022516
  nChanged 116
		SP:Iteration 6Q (20567.200000 sec): 3 clusters
  Score: Raw -387393.697953 + Penalty 2656.778437 = -384736.919516
  nChanged 97
		SP:Iteration 7Q (20567.410000 sec): 3 clusters
  Score: Raw -387443.003851 + Penalty 2656.778437 = -384786.225414
  nChanged 87
		SP:Iteration 8Q (20567.560000 sec): 3 clusters
  Score: Raw -387488.040054 + Penalty 2656.778437 = -384831.261617
  nChanged 80
		SP:Iteration 9Q (20567.750000 sec): 3 clusters
  Score: Raw -387520.070914 + Penalty 2656.778437 = -384863.292477
  nChanged 61
		SP:Iteration 10Q (20567.990000 sec): 3 clusters
  Score: Raw -387541.671653 + Penalty 2656.778437 = -384884.893216
  nChanged 61
		SP:Iteration 11Q (20568.130000 sec): 3 clusters
  Score: Raw -387568.881351 + Penalty 2656.778437 = -384912.102914
  nChanged 58
		SP:Iteration 12Q (20568.330000 sec): 3 clusters
  Score: Raw -387595.315817 + Penalty 2656.778437 = -384938.537381
  nChanged 62
		SP:Iteration 13Q (20568.520000 sec): 3 clusters
  Score: Raw -387625.256060 + Penalty 2656.778437 = -384968.477623
  nChanged 53
		SP:Iteration 14Q (20568.720000 sec): 3 clusters
  Score: Raw -387648.901419 + Penalty 2656.778437 = -384992.122983
  nChanged 42
		SP:Iteration 15Q (20568.880000 sec): 3 clusters
  Score: Raw -387666.906775 + Penalty 2656.778437 = -385010.128339
  nChanged 39
		SP:Iteration 16Q (20569.080000 sec): 3 clusters
  Score: Raw -387684.035578 + Penalty 2656.778437 = -385027.257141
  nChanged 40
		SP:Iteration 17Q (20569.280000 sec): 3 clusters
  Score: Raw -387702.617722 + Penalty 2656.778437 = -385045.839285
  nChanged 35
		SP:Iteration 18Q (20569.430000 sec): 3 clusters
  Score: Raw -387716.013090 + Penalty 2656.778437 = -385059.234653
  nChanged 23
		SP:Iteration 19Q (20569.660000 sec): 3 clusters
  Score: Raw -387724.149766 + Penalty 2656.778437 = -385067.371329
  nChanged 20
		SP:Iteration 20F (20569.840000 sec): 3 clusters
  Score: Raw -387731.050459 + Penalty 2656.778437 = -385074.272022
  nChanged 16
		SP:Iteration 21Q (20569.990000 sec): 3 clusters
  Score: Raw -387736.459589 + Penalty 2656.778437 = -385079.681152
  nChanged 15
		SP:Iteration 22Q (20570.210000 sec): 3 clusters
  Score: Raw -387741.856921 + Penalty 2656.778437 = -385085.078484
  nChanged 11
		SP:Iteration 23Q (20570.360000 sec): 3 clusters
  Score: Raw -387745.880621 + Penalty 2656.778437 = -385089.102184
  nChanged 14
		SP:Iteration 24Q (20570.560000 sec): 3 clusters
  Score: Raw -387750.683301 + Penalty 2656.778437 = -385093.904864
  nChanged 13
		SP:Iteration 25Q (20570.750000 sec): 3 clusters
  Score: Raw -387753.713319 + Penalty 2656.778437 = -385096.934883
  nChanged 10
		SP:Iteration 26Q (20570.970000 sec): 3 clusters
  Score: Raw -387757.486845 + Penalty 2656.778437 = -385100.708408
  nChanged 9
		SP:Iteration 27Q (20571.160000 sec): 3 clusters
  Score: Raw -387761.769721 + Penalty 2656.778437 = -385104.991284
  nChanged 9
		SP:Iteration 28Q (20571.340000 sec): 3 clusters
  Score: Raw -387765.024736 + Penalty 2656.778437 = -385108.246299
  nChanged 11
		SP:Iteration 29Q (20571.530000 sec): 3 clusters
  Score: Raw -387769.477397 + Penalty 2656.778437 = -385112.698960
  nChanged 10
		SP:Iteration 30Q (20571.700000 sec): 3 clusters
  Score: Raw -387772.785528 + Penalty 2656.778437 = -385116.007091
  nChanged 15
		SP:Iteration 31Q (20571.900000 sec): 3 clusters
  Score: Raw -387780.417303 + Penalty 2656.778437 = -385123.638866
  nChanged 17
		SP:Iteration 32Q (20572.090000 sec): 3 clusters
  Score: Raw -387787.622210 + Penalty 2656.778437 = -385130.843774
  nChanged 17
		SP:Iteration 33Q (20572.280000 sec): 3 clusters
  Score: Raw -387793.591248 + Penalty 2656.778437 = -385136.812811
  nChanged 19
		SP:Iteration 34Q (20572.520000 sec): 3 clusters
  Score: Raw -387800.766528 + Penalty 2656.778437 = -385143.988091
  nChanged 10
		SP:Iteration 35Q (20572.720000 sec): 3 clusters
  Score: Raw -387804.635148 + Penalty 2656.778437 = -385147.856711
  nChanged 10
		SP:Iteration 36Q (20572.900000 sec): 3 clusters
  Score: Raw -387808.255546 + Penalty 2656.778437 = -385151.477109
  nChanged 6
		SP:Iteration 37Q (20573.090000 sec): 3 clusters
  Score: Raw -387810.272106 + Penalty 2656.778437 = -385153.493669
  nChanged 5
		SP:Iteration 38Q (20573.250000 sec): 3 clusters
  Score: Raw -387812.356121 + Penalty 2656.778437 = -385155.577685
  nChanged 3
		SP:Iteration 39Q (20573.420000 sec): 3 clusters
  Score: Raw -387814.288076 + Penalty 2656.778437 = -385157.509639
  nChanged 3
		SP:Iteration 40F (20573.600000 sec): 3 clusters
  Score: Raw -387815.712099 + Penalty 2656.778437 = -385158.933662
  nChanged 6
		SP:Iteration 41Q (20573.800000 sec): 3 clusters
  Score: Raw -387819.029627 + Penalty 2656.778437 = -385162.251191
  nChanged 5
		SP:Iteration 42Q (20573.970000 sec): 3 clusters
  Score: Raw -387821.639279 + Penalty 2656.778437 = -385164.860842
  nChanged 6
		SP:Iteration 43Q (20574.110000 sec): 3 clusters
  Score: Raw -387823.469087 + Penalty 2656.778437 = -385166.690650
  nChanged 4
		SP:Iteration 44Q (20574.270000 sec): 3 clusters
  Score: Raw -387824.896899 + Penalty 2656.778437 = -385168.118462
  nChanged 3
		SP:Iteration 45Q (20574.420000 sec): 3 clusters
  Score: Raw -387826.139444 + Penalty 2656.778437 = -385169.361007
  nChanged 1
		SP:Iteration 46Q (20574.620000 sec): 3 clusters
  Score: Raw -387827.079216 + Penalty 2656.778437 = -385170.300779
  nChanged 4
		SP:Iteration 47Q (20574.820000 sec): 3 clusters
  Score: Raw -387828.365133 + Penalty 2656.778437 = -385171.586696
  nChanged 0
		SP:Iteration 48F (20575.000000 sec): 3 clusters
  Score: Raw -387828.365133 + Penalty 2656.778437 = -385171.586696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20575.080000 sec): 2 clusters
  Score: Raw -20891.389375 + Penalty 868.129316 = -20023.260060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20575.230000 sec): 3 clusters
  Score: Raw -21015.156855 + Penalty 1736.258632 = -19278.898223
  nChanged 25
		SP:Iteration 1F (20575.440000 sec): 3 clusters
  Score: Raw -21087.976111 + Penalty 1736.258632 = -19351.717479
  nChanged 9
		SP:Iteration 2Q (20575.640000 sec): 3 clusters
  Score: Raw -21106.027996 + Penalty 1736.258632 = -19369.769365
  nChanged 5
		SP:Iteration 3Q (20575.750000 sec): 3 clusters
  Score: Raw -21121.746554 + Penalty 1736.258632 = -19385.487922
  nChanged 0
		SP:Iteration 4F (20575.950000 sec): 3 clusters
  Score: Raw -21121.746554 + Penalty 1736.258632 = -19385.487922
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20576.030000 sec): 2 clusters
  Score: Raw -726765.459158 + Penalty 1428.492915 = -725336.966244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20576.230000 sec): 3 clusters
  Score: Raw -723141.214785 + Penalty 2856.985829 = -720284.228956
  nChanged 2744
		SP:Iteration 1F (20576.440000 sec): 3 clusters
  Score: Raw -724656.252625 + Penalty 2856.985829 = -721799.266796
  nChanged 405
		SP:Iteration 2F (20576.640000 sec): 3 clusters
  Score: Raw -724849.981420 + Penalty 2856.985829 = -721992.995591
  nChanged 319
		SP:Iteration 3Q (20576.830000 sec): 3 clusters
  Score: Raw -724995.593591 + Penalty 2856.985829 = -722138.607761
  nChanged 302
		SP:Iteration 4Q (20577.010000 sec): 3 clusters
  Score: Raw -725155.253269 + Penalty 2856.985829 = -722298.267440
  nChanged 293
		SP:Iteration 5Q (20577.190000 sec): 3 clusters
  Score: Raw -725332.048205 + Penalty 2856.985829 = -722475.062375
  nChanged 308
		SP:Iteration 6Q (20577.390000 sec): 3 clusters
  Score: Raw -725519.049835 + Penalty 2856.985829 = -722662.064006
  nChanged 281
		SP:Iteration 7Q (20577.600000 sec): 3 clusters
  Score: Raw -725708.650936 + Penalty 2856.985829 = -722851.665107
  nChanged 299
		SP:Iteration 8Q (20577.810000 sec): 3 clusters
  Score: Raw -725932.965977 + Penalty 2856.985829 = -723075.980148
  nChanged 298
		SP:Iteration 9Q (20577.970000 sec): 3 clusters
  Score: Raw -726213.396527 + Penalty 2856.985829 = -723356.410698
  nChanged 250
		SP:Iteration 10Q (20578.200000 sec): 3 clusters
  Score: Raw -726451.818208 + Penalty 2856.985829 = -723594.832378
  nChanged 198
		SP:Iteration 11Q (20578.400000 sec): 3 clusters
  Score: Raw -726621.822781 + Penalty 2856.985829 = -723764.836952
  nChanged 118
		SP:Iteration 12Q (20578.590000 sec): 3 clusters
  Score: Raw -726731.481882 + Penalty 2856.985829 = -723874.496053
  nChanged 83
		SP:Iteration 13Q (20578.760000 sec): 3 clusters
  Score: Raw -726794.232423 + Penalty 2856.985829 = -723937.246594
  nChanged 59
		SP:Iteration 14Q (20578.950000 sec): 3 clusters
  Score: Raw -726836.152176 + Penalty 2856.985829 = -723979.166347
  nChanged 44
		SP:Iteration 15Q (20579.180000 sec): 3 clusters
  Score: Raw -726874.431588 + Penalty 2856.985829 = -724017.445758
  nChanged 33
		SP:Iteration 16Q (20579.350000 sec): 3 clusters
  Score: Raw -726895.974089 + Penalty 2856.985829 = -724038.988260
  nChanged 16
		SP:Iteration 17Q (20579.560000 sec): 3 clusters
  Score: Raw -726907.018870 + Penalty 2856.985829 = -724050.033041
  nChanged 12
		SP:Iteration 18Q (20579.760000 sec): 3 clusters
  Score: Raw -726915.784804 + Penalty 2856.985829 = -724058.798975
  nChanged 8
		SP:Iteration 19Q (20579.950000 sec): 3 clusters
  Score: Raw -726921.246072 + Penalty 2856.985829 = -724064.260243
  nChanged 8
		SP:Iteration 20F (20580.130000 sec): 3 clusters
  Score: Raw -726928.009998 + Penalty 2856.985829 = -724071.024169
  nChanged 7
		SP:Iteration 21Q (20580.330000 sec): 3 clusters
  Score: Raw -726932.302085 + Penalty 2856.985829 = -724075.316255
  nChanged 4
		SP:Iteration 22Q (20580.540000 sec): 3 clusters
  Score: Raw -726935.508245 + Penalty 2856.985829 = -724078.522416
  nChanged 6
		SP:Iteration 23Q (20580.760000 sec): 3 clusters
  Score: Raw -726937.738922 + Penalty 2856.985829 = -724080.753093
  nChanged 3
		SP:Iteration 24Q (20580.930000 sec): 3 clusters
  Score: Raw -726938.451077 + Penalty 2856.985829 = -724081.465248
  nChanged 2
		SP:Iteration 25Q (20581.100000 sec): 3 clusters
  Score: Raw -726940.634801 + Penalty 2856.985829 = -724083.648972
  nChanged 7
		SP:Iteration 26Q (20581.270000 sec): 3 clusters
  Score: Raw -726945.923179 + Penalty 2856.985829 = -724088.937350
  nChanged 11
		SP:Iteration 27Q (20581.450000 sec): 3 clusters
  Score: Raw -726956.788410 + Penalty 2856.985829 = -724099.802581
  nChanged 11
		SP:Iteration 28Q (20581.640000 sec): 3 clusters
  Score: Raw -726966.293263 + Penalty 2856.985829 = -724109.307434
  nChanged 9
		SP:Iteration 29Q (20581.860000 sec): 3 clusters
  Score: Raw -726980.285215 + Penalty 2856.985829 = -724123.299386
  nChanged 14
		SP:Iteration 30Q (20582.080000 sec): 3 clusters
  Score: Raw -726994.761885 + Penalty 2856.985829 = -724137.776056
  nChanged 12
		SP:Iteration 31Q (20582.280000 sec): 3 clusters
  Score: Raw -727006.995599 + Penalty 2856.985829 = -724150.009769
  nChanged 11
		SP:Iteration 32Q (20582.440000 sec): 3 clusters
  Score: Raw -727016.610482 + Penalty 2856.985829 = -724159.624653
  nChanged 7
		SP:Iteration 33Q (20582.650000 sec): 3 clusters
  Score: Raw -727021.047745 + Penalty 2856.985829 = -724164.061915
  nChanged 2
		SP:Iteration 34Q (20582.850000 sec): 3 clusters
  Score: Raw -727023.268769 + Penalty 2856.985829 = -724166.282940
  nChanged 2
		SP:Iteration 35Q (20583.020000 sec): 3 clusters
  Score: Raw -727025.334369 + Penalty 2856.985829 = -724168.348540
  nChanged 3
		SP:Iteration 36Q (20583.220000 sec): 3 clusters
  Score: Raw -727027.835487 + Penalty 2856.985829 = -724170.849658
  nChanged 2
		SP:Iteration 37Q (20583.420000 sec): 3 clusters
  Score: Raw -727029.638365 + Penalty 2856.985829 = -724172.652535
  nChanged 0
		SP:Iteration 38F (20583.610000 sec): 3 clusters
  Score: Raw -727029.638365 + Penalty 2856.985829 = -724172.652535
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20583.750000 sec): 2 clusters
  Score: Raw -239277.892481 + Penalty 1270.756173 = -238007.136307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20583.920000 sec): 3 clusters
  Score: Raw -238221.672488 + Penalty 2541.512347 = -235680.160142
  nChanged 877
		SP:Iteration 1F (20584.100000 sec): 3 clusters
  Score: Raw -238866.348929 + Penalty 2541.512347 = -236324.836583
  nChanged 247
		SP:Iteration 2F (20584.240000 sec): 3 clusters
  Score: Raw -239083.814217 + Penalty 2541.512347 = -236542.301871
  nChanged 173
		SP:Iteration 3F (20584.420000 sec): 3 clusters
  Score: Raw -239259.862753 + Penalty 2541.512347 = -236718.350407
  nChanged 140
		SP:Iteration 4F (20584.620000 sec): 3 clusters
  Score: Raw -239442.255054 + Penalty 2541.512347 = -236900.742707
  nChanged 130
		SP:Iteration 5F (20584.830000 sec): 3 clusters
  Score: Raw -239587.177500 + Penalty 2541.512347 = -237045.665154
  nChanged 112
		SP:Iteration 6Q (20585.030000 sec): 3 clusters
  Score: Raw -239719.838229 + Penalty 2541.512347 = -237178.325883
  nChanged 115
		SP:Iteration 7Q (20585.200000 sec): 3 clusters
  Score: Raw -239848.860206 + Penalty 2541.512347 = -237307.347859
  nChanged 95
		SP:Iteration 8Q (20585.320000 sec): 3 clusters
  Score: Raw -239946.232718 + Penalty 2541.512347 = -237404.720372
  nChanged 74
		SP:Iteration 9Q (20585.500000 sec): 3 clusters
  Score: Raw -240009.135931 + Penalty 2541.512347 = -237467.623584
  nChanged 55
		SP:Iteration 10Q (20585.660000 sec): 3 clusters
  Score: Raw -240054.647859 + Penalty 2541.512347 = -237513.135512
  nChanged 36
		SP:Iteration 11Q (20585.830000 sec): 3 clusters
  Score: Raw -240080.410494 + Penalty 2541.512347 = -237538.898148
  nChanged 36
		SP:Iteration 12Q (20586.050000 sec): 3 clusters
  Score: Raw -240102.434575 + Penalty 2541.512347 = -237560.922229
  nChanged 22
		SP:Iteration 13Q (20586.250000 sec): 3 clusters
  Score: Raw -240112.263209 + Penalty 2541.512347 = -237570.750862
  nChanged 16
		SP:Iteration 14Q (20586.410000 sec): 3 clusters
  Score: Raw -240119.386364 + Penalty 2541.512347 = -237577.874017
  nChanged 10
		SP:Iteration 15Q (20586.640000 sec): 3 clusters
  Score: Raw -240125.108424 + Penalty 2541.512347 = -237583.596077
  nChanged 8
		SP:Iteration 16Q (20586.800000 sec): 3 clusters
  Score: Raw -240128.188328 + Penalty 2541.512347 = -237586.675981
  nChanged 8
		SP:Iteration 17Q (20586.990000 sec): 3 clusters
  Score: Raw -240131.415441 + Penalty 2541.512347 = -237589.903094
  nChanged 5
		SP:Iteration 18Q (20587.150000 sec): 3 clusters
  Score: Raw -240133.107744 + Penalty 2541.512347 = -237591.595397
  nChanged 1
		SP:Iteration 19Q (20587.320000 sec): 3 clusters
  Score: Raw -240133.383515 + Penalty 2541.512347 = -237591.871168
  nChanged 1
		SP:Iteration 20F (20587.500000 sec): 3 clusters
  Score: Raw -240133.487556 + Penalty 2541.512347 = -237591.975209
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20587.580000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20587.750000 sec): 3 clusters
  Score: Raw -24439.304525 + Penalty 1786.579673 = -22652.724851
  nChanged 48
		SP:Iteration 1F (20587.900000 sec): 3 clusters
  Score: Raw -24555.120034 + Penalty 1786.579673 = -22768.540361
  nChanged 14
		SP:Iteration 2F (20588.110000 sec): 3 clusters
  Score: Raw -24595.927549 + Penalty 1786.579673 = -22809.347876
  nChanged 7
		SP:Iteration 3Q (20588.290000 sec): 3 clusters
  Score: Raw -24622.022751 + Penalty 1786.579673 = -22835.443078
  nChanged 1
		SP:Iteration 4Q (20588.430000 sec): 3 clusters
  Score: Raw -24627.565286 + Penalty 1786.579673 = -22840.985613
  nChanged 5
		SP:Iteration 5Q (20588.630000 sec): 3 clusters
  Score: Raw -24641.408699 + Penalty 1786.579673 = -22854.829026
  nChanged 4
		SP:Iteration 6Q (20588.790000 sec): 3 clusters
  Score: Raw -24652.972514 + Penalty 1786.579673 = -22866.392841
  nChanged 3
		SP:Iteration 7Q (20588.980000 sec): 3 clusters
  Score: Raw -24662.512931 + Penalty 1786.579673 = -22875.933258
  nChanged 2
		SP:Iteration 8Q (20589.120000 sec): 3 clusters
  Score: Raw -24670.581311 + Penalty 1786.579673 = -22884.001637
  nChanged 2
		SP:Iteration 9Q (20589.340000 sec): 3 clusters
  Score: Raw -24675.714343 + Penalty 1786.579673 = -22889.134670
  nChanged 2
		SP:Iteration 10Q (20589.520000 sec): 3 clusters
  Score: Raw -24680.374361 + Penalty 1786.579673 = -22893.794688
  nChanged 0
		SP:Iteration 11F (20589.670000 sec): 3 clusters
  Score: Raw -24680.374361 + Penalty 1786.579673 = -22893.794688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20589.780000 sec): 2 clusters
  Score: Raw -283307.538341 + Penalty 1276.840628 = -282030.697713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20589.970000 sec): 3 clusters
  Score: Raw -282122.447747 + Penalty 2553.681256 = -279568.766492
  nChanged 949
		SP:Iteration 1F (20590.180000 sec): 3 clusters
  Score: Raw -282708.173640 + Penalty 2553.681256 = -280154.492385
  nChanged 196
		SP:Iteration 2F (20590.340000 sec): 3 clusters
  Score: Raw -282835.757455 + Penalty 2553.681256 = -280282.076199
  nChanged 111
		SP:Iteration 3Q (20590.520000 sec): 3 clusters
  Score: Raw -282900.639107 + Penalty 2553.681256 = -280346.957851
  nChanged 72
		SP:Iteration 4Q (20590.720000 sec): 3 clusters
  Score: Raw -282948.058102 + Penalty 2553.681256 = -280394.376846
  nChanged 68
		SP:Iteration 5Q (20590.910000 sec): 3 clusters
  Score: Raw -282993.122879 + Penalty 2553.681256 = -280439.441623
  nChanged 71
		SP:Iteration 6Q (20591.090000 sec): 3 clusters
  Score: Raw -283049.463057 + Penalty 2553.681256 = -280495.781802
  nChanged 67
		SP:Iteration 7Q (20591.250000 sec): 3 clusters
  Score: Raw -283094.247794 + Penalty 2553.681256 = -280540.566539
  nChanged 57
		SP:Iteration 8Q (20591.440000 sec): 3 clusters
  Score: Raw -283130.127019 + Penalty 2553.681256 = -280576.445764
  nChanged 45
		SP:Iteration 9Q (20591.650000 sec): 3 clusters
  Score: Raw -283158.869703 + Penalty 2553.681256 = -280605.188447
  nChanged 41
		SP:Iteration 10Q (20591.860000 sec): 3 clusters
  Score: Raw -283179.744830 + Penalty 2553.681256 = -280626.063575
  nChanged 33
		SP:Iteration 11Q (20592.000000 sec): 3 clusters
  Score: Raw -283194.629490 + Penalty 2553.681256 = -280640.948234
  nChanged 21
		SP:Iteration 12Q (20592.180000 sec): 3 clusters
  Score: Raw -283204.158303 + Penalty 2553.681256 = -280650.477047
  nChanged 19
		SP:Iteration 13Q (20592.390000 sec): 3 clusters
  Score: Raw -283211.463458 + Penalty 2553.681256 = -280657.782202
  nChanged 17
		SP:Iteration 14Q (20592.550000 sec): 3 clusters
  Score: Raw -283219.447237 + Penalty 2553.681256 = -280665.765981
  nChanged 13
		SP:Iteration 15Q (20592.740000 sec): 3 clusters
  Score: Raw -283225.575020 + Penalty 2553.681256 = -280671.893765
  nChanged 12
		SP:Iteration 16Q (20592.910000 sec): 3 clusters
  Score: Raw -283232.582180 + Penalty 2553.681256 = -280678.900924
  nChanged 12
		SP:Iteration 17Q (20593.110000 sec): 3 clusters
  Score: Raw -283239.121682 + Penalty 2553.681256 = -280685.440426
  nChanged 11
		SP:Iteration 18Q (20593.300000 sec): 3 clusters
  Score: Raw -283244.306124 + Penalty 2553.681256 = -280690.624868
  nChanged 10
		SP:Iteration 19Q (20593.450000 sec): 3 clusters
  Score: Raw -283248.821696 + Penalty 2553.681256 = -280695.140440
  nChanged 13
		SP:Iteration 20F (20593.660000 sec): 3 clusters
  Score: Raw -283255.435230 + Penalty 2553.681256 = -280701.753974
  nChanged 11
		SP:Iteration 21Q (20593.810000 sec): 3 clusters
  Score: Raw -283261.533525 + Penalty 2553.681256 = -280707.852269
  nChanged 9
		SP:Iteration 22Q (20593.980000 sec): 3 clusters
  Score: Raw -283267.231426 + Penalty 2553.681256 = -280713.550171
  nChanged 11
		SP:Iteration 23Q (20594.160000 sec): 3 clusters
  Score: Raw -283272.158369 + Penalty 2553.681256 = -280718.477113
  nChanged 11
		SP:Iteration 24Q (20594.340000 sec): 3 clusters
  Score: Raw -283276.654839 + Penalty 2553.681256 = -280722.973583
  nChanged 8
		SP:Iteration 25Q (20594.510000 sec): 3 clusters
  Score: Raw -283279.426564 + Penalty 2553.681256 = -280725.745308
  nChanged 5
		SP:Iteration 26Q (20594.660000 sec): 3 clusters
  Score: Raw -283282.162838 + Penalty 2553.681256 = -280728.481583
  nChanged 4
		SP:Iteration 27Q (20594.870000 sec): 3 clusters
  Score: Raw -283284.162938 + Penalty 2553.681256 = -280730.481682
  nChanged 6
		SP:Iteration 28Q (20595.050000 sec): 3 clusters
  Score: Raw -283287.598435 + Penalty 2553.681256 = -280733.917179
  nChanged 8
		SP:Iteration 29Q (20595.270000 sec): 3 clusters
  Score: Raw -283289.843597 + Penalty 2553.681256 = -280736.162341
  nChanged 0
		SP:Iteration 30F (20595.410000 sec): 3 clusters
  Score: Raw -283289.843597 + Penalty 2553.681256 = -280736.162341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20595.530000 sec): 2 clusters
  Score: Raw -640552.348875 + Penalty 1415.046559 = -639137.302316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20595.750000 sec): 3 clusters
  Score: Raw -637334.987586 + Penalty 2830.093119 = -634504.894468
  nChanged 2451
		SP:Iteration 1F (20595.940000 sec): 3 clusters
  Score: Raw -638685.432205 + Penalty 2830.093119 = -635855.339087
  nChanged 440
		SP:Iteration 2F (20596.160000 sec): 3 clusters
  Score: Raw -638916.605514 + Penalty 2830.093119 = -636086.512395
  nChanged 325
		SP:Iteration 3F (20596.320000 sec): 3 clusters
  Score: Raw -639101.099614 + Penalty 2830.093119 = -636271.006495
  nChanged 304
		SP:Iteration 4F (20596.530000 sec): 3 clusters
  Score: Raw -639274.659978 + Penalty 2830.093119 = -636444.566860
  nChanged 270
		SP:Iteration 5Q (20596.730000 sec): 3 clusters
  Score: Raw -639432.943280 + Penalty 2830.093119 = -636602.850161
  nChanged 268
		SP:Iteration 6Q (20596.920000 sec): 3 clusters
  Score: Raw -639606.648939 + Penalty 2830.093119 = -636776.555820
  nChanged 303
		SP:Iteration 7F (20597.110000 sec): 3 clusters
  Score: Raw -639813.570781 + Penalty 2830.093119 = -636983.477662
  nChanged 274
		SP:Iteration 8Q (20597.310000 sec): 3 clusters
  Score: Raw -640014.438888 + Penalty 2830.093119 = -637184.345769
  nChanged 274
		SP:Iteration 9Q (20597.530000 sec): 3 clusters
  Score: Raw -640202.442047 + Penalty 2830.093119 = -637372.348929
  nChanged 231
		SP:Iteration 10Q (20597.710000 sec): 3 clusters
  Score: Raw -640353.222506 + Penalty 2830.093119 = -637523.129387
  nChanged 188
		SP:Iteration 11Q (20597.930000 sec): 3 clusters
  Score: Raw -640470.898841 + Penalty 2830.093119 = -637640.805723
  nChanged 139
		SP:Iteration 12Q (20598.130000 sec): 3 clusters
  Score: Raw -640541.882910 + Penalty 2830.093119 = -637711.789792
  nChanged 97
		SP:Iteration 13Q (20598.290000 sec): 3 clusters
  Score: Raw -640591.464921 + Penalty 2830.093119 = -637761.371803
  nChanged 100
		SP:Iteration 14Q (20598.490000 sec): 3 clusters
  Score: Raw -640646.784194 + Penalty 2830.093119 = -637816.691075
  nChanged 81
		SP:Iteration 15Q (20598.670000 sec): 3 clusters
  Score: Raw -640699.288336 + Penalty 2830.093119 = -637869.195217
  nChanged 85
		SP:Iteration 16Q (20598.850000 sec): 3 clusters
  Score: Raw -640745.546204 + Penalty 2830.093119 = -637915.453086
  nChanged 71
		SP:Iteration 17Q (20599.040000 sec): 3 clusters
  Score: Raw -640782.177150 + Penalty 2830.093119 = -637952.084032
  nChanged 73
		SP:Iteration 18Q (20599.230000 sec): 3 clusters
  Score: Raw -640816.233724 + Penalty 2830.093119 = -637986.140605
  nChanged 58
		SP:Iteration 19Q (20599.430000 sec): 3 clusters
  Score: Raw -640844.576646 + Penalty 2830.093119 = -638014.483527
  nChanged 57
		SP:Iteration 20F (20599.610000 sec): 3 clusters
  Score: Raw -640873.209351 + Penalty 2830.093119 = -638043.116232
  nChanged 52
		SP:Iteration 21Q (20599.810000 sec): 3 clusters
  Score: Raw -640898.632163 + Penalty 2830.093119 = -638068.539045
  nChanged 36
		SP:Iteration 22Q (20600.030000 sec): 3 clusters
  Score: Raw -640913.728197 + Penalty 2830.093119 = -638083.635078
  nChanged 29
		SP:Iteration 23Q (20600.210000 sec): 3 clusters
  Score: Raw -640925.064400 + Penalty 2830.093119 = -638094.971281
  nChanged 26
		SP:Iteration 24Q (20600.390000 sec): 3 clusters
  Score: Raw -640934.572517 + Penalty 2830.093119 = -638104.479398
  nChanged 21
		SP:Iteration 25Q (20600.600000 sec): 3 clusters
  Score: Raw -640941.841687 + Penalty 2830.093119 = -638111.748569
  nChanged 19
		SP:Iteration 26Q (20600.770000 sec): 3 clusters
  Score: Raw -640948.379999 + Penalty 2830.093119 = -638118.286881
  nChanged 17
		SP:Iteration 27Q (20600.980000 sec): 3 clusters
  Score: Raw -640955.936764 + Penalty 2830.093119 = -638125.843645
  nChanged 11
		SP:Iteration 28Q (20601.170000 sec): 3 clusters
  Score: Raw -640960.335345 + Penalty 2830.093119 = -638130.242227
  nChanged 10
		SP:Iteration 29Q (20601.370000 sec): 3 clusters
  Score: Raw -640963.368253 + Penalty 2830.093119 = -638133.275134
  nChanged 8
		SP:Iteration 30Q (20601.540000 sec): 3 clusters
  Score: Raw -640965.461187 + Penalty 2830.093119 = -638135.368068
  nChanged 3
		SP:Iteration 31Q (20601.720000 sec): 3 clusters
  Score: Raw -640966.149381 + Penalty 2830.093119 = -638136.056262
  nChanged 1
		SP:Iteration 32Q (20601.910000 sec): 3 clusters
  Score: Raw -640966.474855 + Penalty 2830.093119 = -638136.381736
  nChanged 2
		SP:Iteration 33Q (20602.100000 sec): 3 clusters
  Score: Raw -640967.050100 + Penalty 2830.093119 = -638136.956981
  nChanged 2
		SP:Iteration 34Q (20602.270000 sec): 3 clusters
  Score: Raw -640967.567847 + Penalty 2830.093119 = -638137.474729
  nChanged 2
		SP:Iteration 35Q (20602.480000 sec): 3 clusters
  Score: Raw -640968.534492 + Penalty 2830.093119 = -638138.441373
  nChanged 2
		SP:Iteration 36Q (20602.680000 sec): 3 clusters
  Score: Raw -640969.952342 + Penalty 2830.093119 = -638139.859224
  nChanged 6
		SP:Iteration 37Q (20602.900000 sec): 3 clusters
  Score: Raw -640971.975134 + Penalty 2830.093119 = -638141.882015
  nChanged 4
		SP:Iteration 38Q (20603.080000 sec): 3 clusters
  Score: Raw -640972.988905 + Penalty 2830.093119 = -638142.895787
  nChanged 2
		SP:Iteration 39Q (20603.250000 sec): 3 clusters
  Score: Raw -640973.647579 + Penalty 2830.093119 = -638143.554460
  nChanged 2
		SP:Iteration 40F (20603.440000 sec): 3 clusters
  Score: Raw -640974.342176 + Penalty 2830.093119 = -638144.249057
  nChanged 1
		SP:Iteration 41Q (20603.660000 sec): 3 clusters
  Score: Raw -640974.594254 + Penalty 2830.093119 = -638144.501135
  nChanged 0
		SP:Iteration 42F (20603.790000 sec): 3 clusters
  Score: Raw -640974.594254 + Penalty 2830.093119 = -638144.501135
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (14840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20603.970000 sec): 2 clusters
  Score: Raw -1530534.030888 + Penalty 1560.825746 = -1528973.205142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20604.180000 sec): 3 clusters
  Score: Raw -1521829.779304 + Penalty 3121.651493 = -1518708.127811
  nChanged 6624
		SP:Iteration 1F (20604.380000 sec): 3 clusters
  Score: Raw -1525680.090678 + Penalty 3121.651493 = -1522558.439185
  nChanged 931
		SP:Iteration 2F (20604.620000 sec): 3 clusters
  Score: Raw -1526115.801384 + Penalty 3121.651493 = -1522994.149891
  nChanged 803
		SP:Iteration 3F (20604.840000 sec): 3 clusters
  Score: Raw -1526497.986618 + Penalty 3121.651493 = -1523376.335125
  nChanged 712
		SP:Iteration 4Q (20605.040000 sec): 3 clusters
  Score: Raw -1526852.014097 + Penalty 3121.651493 = -1523730.362604
  nChanged 734
		SP:Iteration 5Q (20605.300000 sec): 3 clusters
  Score: Raw -1527250.699898 + Penalty 3121.651493 = -1524129.048405
  nChanged 722
		SP:Iteration 6Q (20605.560000 sec): 3 clusters
  Score: Raw -1527675.896284 + Penalty 3121.651493 = -1524554.244791
  nChanged 749
		SP:Iteration 7F (20605.800000 sec): 3 clusters
  Score: Raw -1528100.267015 + Penalty 3121.651493 = -1524978.615522
  nChanged 683
		SP:Iteration 8Q (20606.070000 sec): 3 clusters
  Score: Raw -1528457.243304 + Penalty 3121.651493 = -1525335.591811
  nChanged 617
		SP:Iteration 9Q (20606.290000 sec): 3 clusters
  Score: Raw -1528740.485687 + Penalty 3121.651493 = -1525618.834194
  nChanged 519
		SP:Iteration 10Q (20606.560000 sec): 3 clusters
  Score: Raw -1528959.817606 + Penalty 3121.651493 = -1525838.166113
  nChanged 454
		SP:Iteration 11Q (20606.810000 sec): 3 clusters
  Score: Raw -1529151.394363 + Penalty 3121.651493 = -1526029.742870
  nChanged 392
		SP:Iteration 12Q (20607.060000 sec): 3 clusters
  Score: Raw -1529322.656205 + Penalty 3121.651493 = -1526201.004712
  nChanged 348
		SP:Iteration 13Q (20607.300000 sec): 3 clusters
  Score: Raw -1529469.882385 + Penalty 3121.651493 = -1526348.230892
  nChanged 296
		SP:Iteration 14Q (20607.570000 sec): 3 clusters
  Score: Raw -1529588.238392 + Penalty 3121.651493 = -1526466.586899
  nChanged 286
		SP:Iteration 15Q (20607.770000 sec): 3 clusters
  Score: Raw -1529699.318371 + Penalty 3121.651493 = -1526577.666878
  nChanged 229
		SP:Iteration 16Q (20608.020000 sec): 3 clusters
  Score: Raw -1529786.452974 + Penalty 3121.651493 = -1526664.801481
  nChanged 221
		SP:Iteration 17Q (20608.250000 sec): 3 clusters
  Score: Raw -1529874.646328 + Penalty 3121.651493 = -1526752.994835
  nChanged 228
		SP:Iteration 18Q (20608.490000 sec): 3 clusters
  Score: Raw -1529971.289009 + Penalty 3121.651493 = -1526849.637516
  nChanged 210
		SP:Iteration 19Q (20608.760000 sec): 3 clusters
  Score: Raw -1530054.595938 + Penalty 3121.651493 = -1526932.944445
  nChanged 184
		SP:Iteration 20F (20608.980000 sec): 3 clusters
  Score: Raw -1530127.940482 + Penalty 3121.651493 = -1527006.288989
  nChanged 190
		SP:Iteration 21Q (20609.240000 sec): 3 clusters
  Score: Raw -1530201.433608 + Penalty 3121.651493 = -1527079.782115
  nChanged 174
		SP:Iteration 22Q (20609.520000 sec): 3 clusters
  Score: Raw -1530283.761887 + Penalty 3121.651493 = -1527162.110394
  nChanged 171
		SP:Iteration 23Q (20609.730000 sec): 3 clusters
  Score: Raw -1530367.576469 + Penalty 3121.651493 = -1527245.924976
  nChanged 165
		SP:Iteration 24Q (20610.020000 sec): 3 clusters
  Score: Raw -1530439.395255 + Penalty 3121.651493 = -1527317.743763
  nChanged 133
		SP:Iteration 25Q (20610.220000 sec): 3 clusters
  Score: Raw -1530494.175645 + Penalty 3121.651493 = -1527372.524152
  nChanged 111
		SP:Iteration 26Q (20610.440000 sec): 3 clusters
  Score: Raw -1530544.050314 + Penalty 3121.651493 = -1527422.398821
  nChanged 117
		SP:Iteration 27Q (20610.670000 sec): 3 clusters
  Score: Raw -1530591.028435 + Penalty 3121.651493 = -1527469.376942
  nChanged 102
		SP:Iteration 28Q (20610.950000 sec): 3 clusters
  Score: Raw -1530632.845496 + Penalty 3121.651493 = -1527511.194003
  nChanged 101
		SP:Iteration 29Q (20611.190000 sec): 3 clusters
  Score: Raw -1530671.217043 + Penalty 3121.651493 = -1527549.565551
  nChanged 106
		SP:Iteration 30Q (20611.380000 sec): 3 clusters
  Score: Raw -1530710.017303 + Penalty 3121.651493 = -1527588.365810
  nChanged 108
		SP:Iteration 31Q (20611.650000 sec): 3 clusters
  Score: Raw -1530744.886345 + Penalty 3121.651493 = -1527623.234852
  nChanged 97
		SP:Iteration 32Q (20611.870000 sec): 3 clusters
  Score: Raw -1530772.739292 + Penalty 3121.651493 = -1527651.087799
  nChanged 80
		SP:Iteration 33Q (20612.090000 sec): 3 clusters
  Score: Raw -1530796.295383 + Penalty 3121.651493 = -1527674.643890
  nChanged 69
		SP:Iteration 34Q (20612.310000 sec): 3 clusters
  Score: Raw -1530814.754988 + Penalty 3121.651493 = -1527693.103495
  nChanged 50
		SP:Iteration 35Q (20612.570000 sec): 3 clusters
  Score: Raw -1530826.092538 + Penalty 3121.651493 = -1527704.441045
  nChanged 48
		SP:Iteration 36Q (20612.770000 sec): 3 clusters
  Score: Raw -1530836.452616 + Penalty 3121.651493 = -1527714.801123
  nChanged 53
		SP:Iteration 37Q (20612.990000 sec): 3 clusters
  Score: Raw -1530848.485605 + Penalty 3121.651493 = -1527726.834112
  nChanged 36
		SP:Iteration 38Q (20613.230000 sec): 3 clusters
  Score: Raw -1530856.782321 + Penalty 3121.651493 = -1527735.130829
  nChanged 37
		SP:Iteration 39Q (20613.430000 sec): 3 clusters
  Score: Raw -1530864.926863 + Penalty 3121.651493 = -1527743.275371
  nChanged 32
		SP:Iteration 40F (20613.690000 sec): 3 clusters
  Score: Raw -1530872.117321 + Penalty 3121.651493 = -1527750.465828
  nChanged 26
		SP:Iteration 41Q (20613.910000 sec): 3 clusters
  Score: Raw -1530876.761290 + Penalty 3121.651493 = -1527755.109797
  nChanged 19
		SP:Iteration 42Q (20614.160000 sec): 3 clusters
  Score: Raw -1530880.048832 + Penalty 3121.651493 = -1527758.397339
  nChanged 16
		SP:Iteration 43Q (20614.360000 sec): 3 clusters
  Score: Raw -1530883.523720 + Penalty 3121.651493 = -1527761.872227
  nChanged 13
		SP:Iteration 44Q (20614.600000 sec): 3 clusters
  Score: Raw -1530885.820065 + Penalty 3121.651493 = -1527764.168572
  nChanged 11
		SP:Iteration 45Q (20614.830000 sec): 3 clusters
  Score: Raw -1530888.403443 + Penalty 3121.651493 = -1527766.751950
  nChanged 15
		SP:Iteration 46Q (20615.010000 sec): 3 clusters
  Score: Raw -1530890.956895 + Penalty 3121.651493 = -1527769.305402
  nChanged 11
		SP:Iteration 47Q (20615.240000 sec): 3 clusters
  Score: Raw -1530892.890106 + Penalty 3121.651493 = -1527771.238613
  nChanged 11
		SP:Iteration 48Q (20615.430000 sec): 3 clusters
  Score: Raw -1530894.703543 + Penalty 3121.651493 = -1527773.052050
  nChanged 14
		SP:Iteration 49Q (20615.680000 sec): 3 clusters
  Score: Raw -1530897.478491 + Penalty 3121.651493 = -1527775.826998
  nChanged 9
		SP:Iteration 50Q (20615.930000 sec): 3 clusters
  Score: Raw -1530898.888790 + Penalty 3121.651493 = -1527777.237297
  nChanged 5
		SP:Iteration 51Q (20616.140000 sec): 3 clusters
  Score: Raw -1530900.086728 + Penalty 3121.651493 = -1527778.435235
  nChanged 6
		SP:Iteration 52Q (20616.420000 sec): 3 clusters
  Score: Raw -1530901.353485 + Penalty 3121.651493 = -1527779.701992
  nChanged 6
		SP:Iteration 53Q (20616.640000 sec): 3 clusters
  Score: Raw -1530902.709017 + Penalty 3121.651493 = -1527781.057524
  nChanged 8
		SP:Iteration 54Q (20616.870000 sec): 3 clusters
  Score: Raw -1530905.295003 + Penalty 3121.651493 = -1527783.643510
  nChanged 12
		SP:Iteration 55Q (20617.080000 sec): 3 clusters
  Score: Raw -1530907.847467 + Penalty 3121.651493 = -1527786.195974
  nChanged 12
		SP:Iteration 56Q (20617.290000 sec): 3 clusters
  Score: Raw -1530911.328824 + Penalty 3121.651493 = -1527789.677331
  nChanged 14
		SP:Iteration 57Q (20617.510000 sec): 3 clusters
  Score: Raw -1530914.064897 + Penalty 3121.651493 = -1527792.413404
  nChanged 12
		SP:Iteration 58Q (20617.740000 sec): 3 clusters
  Score: Raw -1530916.139012 + Penalty 3121.651493 = -1527794.487519
  nChanged 13
		SP:Iteration 59Q (20617.950000 sec): 3 clusters
  Score: Raw -1530918.763795 + Penalty 3121.651493 = -1527797.112302
  nChanged 10
		SP:Iteration 60F (20618.160000 sec): 3 clusters
  Score: Raw -1530920.827088 + Penalty 3121.651493 = -1527799.175596
  nChanged 9
		SP:Iteration 61Q (20618.400000 sec): 3 clusters
  Score: Raw -1530922.124432 + Penalty 3121.651493 = -1527800.472939
  nChanged 5
		SP:Iteration 62Q (20618.630000 sec): 3 clusters
  Score: Raw -1530922.618477 + Penalty 3121.651493 = -1527800.966984
  nChanged 3
		SP:Iteration 63Q (20618.870000 sec): 3 clusters
  Score: Raw -1530922.976145 + Penalty 3121.651493 = -1527801.324652
  nChanged 1
		SP:Iteration 64Q (20619.080000 sec): 3 clusters
  Score: Raw -1530923.131935 + Penalty 3121.651493 = -1527801.480442
  nChanged 0
		SP:Iteration 65F (20619.330000 sec): 3 clusters
  Score: Raw -1530923.131935 + Penalty 3121.651493 = -1527801.480442
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20619.410000 sec): 2 clusters
  Score: Raw -168285.655015 + Penalty 1216.574663 = -167069.080352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20619.590000 sec): 3 clusters
  Score: Raw -167556.577482 + Penalty 2433.149327 = -165123.428155
  nChanged 632
		SP:Iteration 1F (20619.770000 sec): 3 clusters
  Score: Raw -168090.364345 + Penalty 2433.149327 = -165657.215019
  nChanged 196
		SP:Iteration 2F (20619.940000 sec): 3 clusters
  Score: Raw -168315.507330 + Penalty 2433.149327 = -165882.358003
  nChanged 126
		SP:Iteration 3F (20620.110000 sec): 3 clusters
  Score: Raw -168482.442886 + Penalty 2433.149327 = -166049.293560
  nChanged 79
		SP:Iteration 4Q (20620.300000 sec): 3 clusters
  Score: Raw -168586.850322 + Penalty 2433.149327 = -166153.700996
  nChanged 68
		SP:Iteration 5Q (20620.490000 sec): 3 clusters
  Score: Raw -168660.580913 + Penalty 2433.149327 = -166227.431586
  nChanged 55
		SP:Iteration 6Q (20620.650000 sec): 3 clusters
  Score: Raw -168713.612369 + Penalty 2433.149327 = -166280.463042
  nChanged 30
		SP:Iteration 7Q (20620.810000 sec): 3 clusters
  Score: Raw -168734.109804 + Penalty 2433.149327 = -166300.960477
  nChanged 23
		SP:Iteration 8Q (20621.020000 sec): 3 clusters
  Score: Raw -168755.238848 + Penalty 2433.149327 = -166322.089521
  nChanged 13
		SP:Iteration 9Q (20621.200000 sec): 3 clusters
  Score: Raw -168763.683134 + Penalty 2433.149327 = -166330.533807
  nChanged 8
		SP:Iteration 10Q (20621.360000 sec): 3 clusters
  Score: Raw -168767.116574 + Penalty 2433.149327 = -166333.967248
  nChanged 7
		SP:Iteration 11Q (20621.560000 sec): 3 clusters
  Score: Raw -168772.395934 + Penalty 2433.149327 = -166339.246607
  nChanged 10
		SP:Iteration 12Q (20621.710000 sec): 3 clusters
  Score: Raw -168776.961422 + Penalty 2433.149327 = -166343.812095
  nChanged 3
		SP:Iteration 13Q (20621.890000 sec): 3 clusters
  Score: Raw -168778.501969 + Penalty 2433.149327 = -166345.352642
  nChanged 2
		SP:Iteration 14Q (20622.070000 sec): 3 clusters
  Score: Raw -168780.253848 + Penalty 2433.149327 = -166347.104521
  nChanged 5
		SP:Iteration 15Q (20622.270000 sec): 3 clusters
  Score: Raw -168783.081020 + Penalty 2433.149327 = -166349.931693
  nChanged 4
		SP:Iteration 16Q (20622.440000 sec): 3 clusters
  Score: Raw -168786.317453 + Penalty 2433.149327 = -166353.168126
  nChanged 7
		SP:Iteration 17Q (20622.640000 sec): 3 clusters
  Score: Raw -168791.505091 + Penalty 2433.149327 = -166358.355764
  nChanged 13
		SP:Iteration 18Q (20622.800000 sec): 3 clusters
  Score: Raw -168799.084331 + Penalty 2433.149327 = -166365.935004
  nChanged 11
		SP:Iteration 19Q (20622.970000 sec): 3 clusters
  Score: Raw -168805.345183 + Penalty 2433.149327 = -166372.195857
  nChanged 7
		SP:Iteration 20F (20623.160000 sec): 3 clusters
  Score: Raw -168808.716742 + Penalty 2433.149327 = -166375.567415
  nChanged 6
		SP:Iteration 21Q (20623.370000 sec): 3 clusters
  Score: Raw -168812.522254 + Penalty 2433.149327 = -166379.372927
  nChanged 2
		SP:Iteration 22Q (20623.550000 sec): 3 clusters
  Score: Raw -168813.450620 + Penalty 2433.149327 = -166380.301293
  nChanged 4
		SP:Iteration 23Q (20623.700000 sec): 3 clusters
  Score: Raw -168815.222962 + Penalty 2433.149327 = -166382.073635
  nChanged 1
		SP:Iteration 24Q (20623.850000 sec): 3 clusters
  Score: Raw -168815.548967 + Penalty 2433.149327 = -166382.399640
  nChanged 1
		SP:Iteration 25Q (20624.070000 sec): 3 clusters
  Score: Raw -168816.161953 + Penalty 2433.149327 = -166383.012627
  nChanged 1
		SP:Iteration 26Q (20624.240000 sec): 3 clusters
  Score: Raw -168816.556638 + Penalty 2433.149327 = -166383.407311
  nChanged 0
		SP:Iteration 27F (20624.400000 sec): 3 clusters
  Score: Raw -168816.556638 + Penalty 2433.149327 = -166383.407311
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20624.510000 sec): 2 clusters
  Score: Raw -121404.798735 + Penalty 1145.221548 = -120259.577187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20624.670000 sec): 3 clusters
  Score: Raw -121036.881045 + Penalty 2290.443097 = -118746.437948
  nChanged 372
		SP:Iteration 1F (20624.830000 sec): 3 clusters
  Score: Raw -121450.668422 + Penalty 2290.443097 = -119160.225325
  nChanged 104
		SP:Iteration 2F (20624.980000 sec): 3 clusters
  Score: Raw -121600.207420 + Penalty 2290.443097 = -119309.764323
  nChanged 72
		SP:Iteration 3F (20625.150000 sec): 3 clusters
  Score: Raw -121697.751231 + Penalty 2290.443097 = -119407.308134
  nChanged 46
		SP:Iteration 4Q (20625.350000 sec): 3 clusters
  Score: Raw -121754.013141 + Penalty 2290.443097 = -119463.570045
  nChanged 37
		SP:Iteration 5Q (20625.520000 sec): 3 clusters
  Score: Raw -121798.290321 + Penalty 2290.443097 = -119507.847224
  nChanged 27
		SP:Iteration 6Q (20625.700000 sec): 3 clusters
  Score: Raw -121842.498825 + Penalty 2290.443097 = -119552.055728
  nChanged 24
		SP:Iteration 7Q (20625.880000 sec): 3 clusters
  Score: Raw -121860.900428 + Penalty 2290.443097 = -119570.457331
  nChanged 14
		SP:Iteration 8Q (20626.070000 sec): 3 clusters
  Score: Raw -121875.160733 + Penalty 2290.443097 = -119584.717637
  nChanged 6
		SP:Iteration 9Q (20626.240000 sec): 3 clusters
  Score: Raw -121880.600973 + Penalty 2290.443097 = -119590.157876
  nChanged 4
		SP:Iteration 10Q (20626.400000 sec): 3 clusters
  Score: Raw -121884.030786 + Penalty 2290.443097 = -119593.587690
  nChanged 1
		SP:Iteration 11Q (20626.590000 sec): 3 clusters
  Score: Raw -121884.833003 + Penalty 2290.443097 = -119594.389906
  nChanged 1
		SP:Iteration 12Q (20626.770000 sec): 3 clusters
  Score: Raw -121885.541088 + Penalty 2290.443097 = -119595.097991
  nChanged 2
		SP:Iteration 13Q (20626.940000 sec): 3 clusters
  Score: Raw -121892.253814 + Penalty 2290.443097 = -119601.810717
  nChanged 4
		SP:Iteration 14Q (20627.110000 sec): 3 clusters
  Score: Raw -121898.918002 + Penalty 2290.443097 = -119608.474905
  nChanged 4
		SP:Iteration 15Q (20627.280000 sec): 3 clusters
  Score: Raw -121910.129612 + Penalty 2290.443097 = -119619.686515
  nChanged 7
		SP:Iteration 16Q (20627.460000 sec): 3 clusters
  Score: Raw -121920.491558 + Penalty 2290.443097 = -119630.048461
  nChanged 6
		SP:Iteration 17Q (20627.660000 sec): 3 clusters
  Score: Raw -121926.787003 + Penalty 2290.443097 = -119636.343906
  nChanged 2
		SP:Iteration 18Q (20627.860000 sec): 3 clusters
  Score: Raw -121929.369843 + Penalty 2290.443097 = -119638.926746
  nChanged 2
		SP:Iteration 19Q (20628.020000 sec): 3 clusters
  Score: Raw -121930.600415 + Penalty 2290.443097 = -119640.157318
  nChanged 0
		SP:Iteration 20F (20628.180000 sec): 3 clusters
  Score: Raw -121930.600415 + Penalty 2290.443097 = -119640.157318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20628.260000 sec): 2 clusters
  Score: Raw -120763.464481 + Penalty 1143.802325 = -119619.662156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20628.430000 sec): 3 clusters
  Score: Raw -120360.804076 + Penalty 2287.604651 = -118073.199425
  nChanged 369
		SP:Iteration 1F (20628.600000 sec): 3 clusters
  Score: Raw -120713.879837 + Penalty 2287.604651 = -118426.275186
  nChanged 92
		SP:Iteration 2F (20628.780000 sec): 3 clusters
  Score: Raw -120834.454338 + Penalty 2287.604651 = -118546.849687
  nChanged 49
		SP:Iteration 3Q (20628.980000 sec): 3 clusters
  Score: Raw -120901.271004 + Penalty 2287.604651 = -118613.666353
  nChanged 39
		SP:Iteration 4Q (20629.160000 sec): 3 clusters
  Score: Raw -120952.109675 + Penalty 2287.604651 = -118664.505024
  nChanged 29
		SP:Iteration 5Q (20629.340000 sec): 3 clusters
  Score: Raw -120982.333042 + Penalty 2287.604651 = -118694.728391
  nChanged 12
		SP:Iteration 6Q (20629.530000 sec): 3 clusters
  Score: Raw -120991.351362 + Penalty 2287.604651 = -118703.746711
  nChanged 8
		SP:Iteration 7Q (20629.740000 sec): 3 clusters
  Score: Raw -120996.946731 + Penalty 2287.604651 = -118709.342080
  nChanged 13
		SP:Iteration 8Q (20629.890000 sec): 3 clusters
  Score: Raw -121015.577173 + Penalty 2287.604651 = -118727.972522
  nChanged 15
		SP:Iteration 9Q (20630.050000 sec): 3 clusters
  Score: Raw -121025.599721 + Penalty 2287.604651 = -118737.995070
  nChanged 11
		SP:Iteration 10Q (20630.200000 sec): 3 clusters
  Score: Raw -121032.891310 + Penalty 2287.604651 = -118745.286659
  nChanged 12
		SP:Iteration 11Q (20630.370000 sec): 3 clusters
  Score: Raw -121043.947059 + Penalty 2287.604651 = -118756.342408
  nChanged 11
		SP:Iteration 12Q (20630.570000 sec): 3 clusters
  Score: Raw -121053.392756 + Penalty 2287.604651 = -118765.788105
  nChanged 9
		SP:Iteration 13Q (20630.720000 sec): 3 clusters
  Score: Raw -121058.531254 + Penalty 2287.604651 = -118770.926603
  nChanged 7
		SP:Iteration 14Q (20630.930000 sec): 3 clusters
  Score: Raw -121063.730246 + Penalty 2287.604651 = -118776.125595
  nChanged 6
		SP:Iteration 15Q (20631.120000 sec): 3 clusters
  Score: Raw -121068.855770 + Penalty 2287.604651 = -118781.251119
  nChanged 9
		SP:Iteration 16Q (20631.250000 sec): 3 clusters
  Score: Raw -121075.726976 + Penalty 2287.604651 = -118788.122325
  nChanged 7
		SP:Iteration 17Q (20631.430000 sec): 3 clusters
  Score: Raw -121080.732120 + Penalty 2287.604651 = -118793.127469
  nChanged 4
		SP:Iteration 18Q (20631.610000 sec): 3 clusters
  Score: Raw -121083.804992 + Penalty 2287.604651 = -118796.200341
  nChanged 2
		SP:Iteration 19Q (20631.770000 sec): 3 clusters
  Score: Raw -121085.270401 + Penalty 2287.604651 = -118797.665750
  nChanged 4
		SP:Iteration 20F (20631.910000 sec): 3 clusters
  Score: Raw -121087.763460 + Penalty 2287.604651 = -118800.158810
  nChanged 2
		SP:Iteration 21Q (20632.130000 sec): 3 clusters
  Score: Raw -121089.033938 + Penalty 2287.604651 = -118801.429287
  nChanged 1
		SP:Iteration 22Q (20632.310000 sec): 3 clusters
  Score: Raw -121089.364179 + Penalty 2287.604651 = -118801.759528
  nChanged 0
		SP:Iteration 23F (20632.500000 sec): 3 clusters
  Score: Raw -121089.364179 + Penalty 2287.604651 = -118801.759528
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20632.600000 sec): 2 clusters
  Score: Raw -27062.419890 + Penalty 910.942836 = -26151.477054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20632.800000 sec): 3 clusters
  Score: Raw -27243.046873 + Penalty 1821.885672 = -25421.161202
  nChanged 52
		SP:Iteration 1F (20632.970000 sec): 3 clusters
  Score: Raw -27391.360636 + Penalty 1821.885672 = -25569.474964
  nChanged 22
		SP:Iteration 2F (20633.150000 sec): 3 clusters
  Score: Raw -27486.942395 + Penalty 1821.885672 = -25665.056724
  nChanged 16
		SP:Iteration 3F (20633.330000 sec): 3 clusters
  Score: Raw -27545.083414 + Penalty 1821.885672 = -25723.197743
  nChanged 7
		SP:Iteration 4Q (20633.500000 sec): 3 clusters
  Score: Raw -27583.146114 + Penalty 1821.885672 = -25761.260442
  nChanged 6
		SP:Iteration 5Q (20633.680000 sec): 3 clusters
  Score: Raw -27611.659246 + Penalty 1821.885672 = -25789.773574
  nChanged 4
		SP:Iteration 6Q (20633.830000 sec): 3 clusters
  Score: Raw -27633.729360 + Penalty 1821.885672 = -25811.843688
  nChanged 6
		SP:Iteration 7Q (20634.030000 sec): 3 clusters
  Score: Raw -27674.742568 + Penalty 1821.885672 = -25852.856897
  nChanged 9
		SP:Iteration 8Q (20634.220000 sec): 3 clusters
  Score: Raw -27704.957957 + Penalty 1821.885672 = -25883.072285
  nChanged 4
		SP:Iteration 9Q (20634.400000 sec): 3 clusters
  Score: Raw -27715.123933 + Penalty 1821.885672 = -25893.238262
  nChanged 1
		SP:Iteration 10Q (20634.530000 sec): 3 clusters
  Score: Raw -27715.998717 + Penalty 1821.885672 = -25894.113045
  nChanged 0
		SP:Iteration 11F (20634.710000 sec): 3 clusters
  Score: Raw -27715.998717 + Penalty 1821.885672 = -25894.113045
  nChanged 0
Iteration 179Q (20771.570000 sec): 79 clusters
  Score: Raw -134104607.109981 + Penalty 178020.016439 = -133926587.093543
  nChanged 2217
Iteration 180F (20960.870000 sec): 79 clusters
  Score: Raw -134105064.676601 + Penalty 178020.016439 = -133927044.660163
  nChanged 3732
Iteration 181Q (21074.030000 sec): 79 clusters
  Score: Raw -134105295.774333 + Penalty 178020.016439 = -133927275.757894
  nChanged 2425
Iteration 182Q (21187.530000 sec): 79 clusters
  Score: Raw -134105402.872607 + Penalty 178020.016439 = -133927382.856169
  nChanged 2000
Iteration 183Q (21304.270000 sec): 79 clusters
  Score: Raw -134105509.972149 + Penalty 178020.016439 = -133927489.955710
  nChanged 1731
Iteration 184Q (21417.420000 sec): 79 clusters
  Score: Raw -134105584.586037 + Penalty 178020.016439 = -133927564.569598
  nChanged 1572
Iteration 185Q (21530.280000 sec): 79 clusters
  Score: Raw -134105645.440849 + Penalty 178020.016439 = -133927625.424410
  nChanged 1483
Iteration 186Q (21639.510000 sec): 79 clusters
  Score: Raw -134105705.295777 + Penalty 178020.016439 = -133927685.279338
  nChanged 1460
Iteration 187Q (21749.520000 sec): 79 clusters
  Score: Raw -134105762.865976 + Penalty 178020.016439 = -133927742.849537
  nChanged 1433
Iteration 188Q (21852.940000 sec): 79 clusters
  Score: Raw -134105824.449098 + Penalty 178020.016439 = -133927804.432659
  nChanged 1370
Iteration 189Q (21957.130000 sec): 79 clusters
  Score: Raw -134105879.197576 + Penalty 178020.016439 = -133927859.181137
  nChanged 1292
Iteration 190Q (22067.170000 sec): 79 clusters
  Score: Raw -134105931.958160 + Penalty 178020.016439 = -133927911.941722
  nChanged 1267
Iteration 191Q (22173.700000 sec): 79 clusters
  Score: Raw -134105977.350203 + Penalty 178020.016439 = -133927957.333764
  nChanged 1225
Iteration 192Q (22284.430000 sec): 79 clusters
  Score: Raw -134106020.510533 + Penalty 178020.016439 = -133928000.494094
  nChanged 1235
Iteration 193Q (22395.540000 sec): 79 clusters
  Score: Raw -134106064.038663 + Penalty 178020.016439 = -133928044.022225
  nChanged 1183
Iteration 194Q (22510.070000 sec): 79 clusters
  Score: Raw -134106105.656950 + Penalty 178020.016439 = -133928085.640511
  nChanged 1181
Iteration 195Q (22623.240000 sec): 79 clusters
  Score: Raw -134106144.836095 + Penalty 178020.016439 = -133928124.819656
  nChanged 1193
Iteration 196Q (22746.570000 sec): 79 clusters
  Score: Raw -134106184.092638 + Penalty 178020.016439 = -133928164.076200
  nChanged 1162
Iteration 197Q (22877.230000 sec): 79 clusters
  Score: Raw -134106220.603010 + Penalty 178020.016439 = -133928200.586572
  nChanged 1138
Iteration 198Q (23008.100000 sec): 79 clusters
  Score: Raw -134106254.264564 + Penalty 178020.016439 = -133928234.248126
  nChanged 1039
Iteration 199Q (23132.310000 sec): 79 clusters
  Score: Raw -134106284.029627 + Penalty 178020.016439 = -133928264.013188
  nChanged 1069
Iteration 200F (23337.750000 sec): 79 clusters
  Score: Raw -134106373.077278 + Penalty 178020.016439 = -133928353.060839
  nChanged 1034
Iteration 201Q (23469.150000 sec): 79 clusters
  Score: Raw -134106553.728289 + Penalty 178020.016439 = -133928533.711850
  nChanged 1008
Iteration 202Q (23582.630000 sec): 79 clusters
  Score: Raw -134106603.893899 + Penalty 178020.016439 = -133928583.877460
  nChanged 969
Iteration 203Q (23692.300000 sec): 79 clusters
  Score: Raw -134106671.326878 + Penalty 178020.016439 = -133928651.310440
  nChanged 927
Iteration 204Q (23801.420000 sec): 79 clusters
  Score: Raw -134106705.831724 + Penalty 178020.016439 = -133928685.815285
  nChanged 864
Iteration 205Q (23908.720000 sec): 79 clusters
  Score: Raw -134106731.402747 + Penalty 178020.016439 = -133928711.386308
  nChanged 882
Iteration 206Q (24017.630000 sec): 79 clusters
  Score: Raw -134106754.688974 + Penalty 178020.016439 = -133928734.672535
  nChanged 871
Iteration 207Q (24132.050000 sec): 79 clusters
  Score: Raw -134106779.878458 + Penalty 178020.016439 = -133928759.862019
  nChanged 904
Iteration 208Q (24242.750000 sec): 79 clusters
  Score: Raw -134106803.613309 + Penalty 178020.016439 = -133928783.596870
  nChanged 907
Iteration 209Q (24353.760000 sec): 79 clusters
  Score: Raw -134106827.424148 + Penalty 178020.016439 = -133928807.407710
  nChanged 913
Iteration 210Q (24461.510000 sec): 79 clusters
  Score: Raw -134106851.746862 + Penalty 178020.016439 = -133928831.730423
  nChanged 905
Iteration 211Q (24572.500000 sec): 79 clusters
  Score: Raw -134106875.864144 + Penalty 178020.016439 = -133928855.847706
  nChanged 886
Iteration 212Q (24689.640000 sec): 79 clusters
  Score: Raw -134106898.266631 + Penalty 178020.016439 = -133928878.250192
  nChanged 883
Iteration 213Q (24804.090000 sec): 79 clusters
  Score: Raw -134106919.176536 + Penalty 178020.016439 = -133928899.160097
  nChanged 822
Iteration 214Q (24920.260000 sec): 79 clusters
  Score: Raw -134106939.075372 + Penalty 178020.016439 = -133928919.058933
  nChanged 819
Iteration 215Q (25036.670000 sec): 79 clusters
  Score: Raw -134106959.035887 + Penalty 178020.016439 = -133928939.019448
  nChanged 827
Iteration 216Q (25156.590000 sec): 79 clusters
  Score: Raw -134106981.561237 + Penalty 178020.016439 = -133928961.544798
  nChanged 843
Iteration 217Q (25276.330000 sec): 79 clusters
  Score: Raw -134107003.776871 + Penalty 178020.016439 = -133928983.760432
  nChanged 829
Iteration 218Q (25400.940000 sec): 79 clusters
  Score: Raw -134107025.273022 + Penalty 178020.016439 = -133929005.256584
  nChanged 833
Writing temp clu file 
Because OldScore, -133928983.760432, is greater than current (better) Score,-133929005.256584 
 Compute initial score before splitting:   Score: Raw -134107025.273022 + Penalty 178020.016439 = -133929005.256584
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25401.370000 sec): 2 clusters
  Score: Raw -861279.810333 + Penalty 1457.922268 = -859821.888064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25401.570000 sec): 3 clusters
  Score: Raw -856868.960516 + Penalty 2915.844537 = -853953.115979
  nChanged 3351
		SP:Iteration 1F (25401.770000 sec): 3 clusters
  Score: Raw -858650.774421 + Penalty 2915.844537 = -855734.929885
  nChanged 524
		SP:Iteration 2F (25401.990000 sec): 3 clusters
  Score: Raw -858901.563496 + Penalty 2915.844537 = -855985.718960
  nChanged 432
		SP:Iteration 3F (25402.210000 sec): 3 clusters
  Score: Raw -859101.905588 + Penalty 2915.844537 = -856186.061051
  nChanged 355
		SP:Iteration 4Q (25402.390000 sec): 3 clusters
  Score: Raw -859265.636620 + Penalty 2915.844537 = -856349.792084
  nChanged 339
		SP:Iteration 5Q (25402.600000 sec): 3 clusters
  Score: Raw -859429.323084 + Penalty 2915.844537 = -856513.478548
  nChanged 338
		SP:Iteration 6Q (25402.810000 sec): 3 clusters
  Score: Raw -859586.886959 + Penalty 2915.844537 = -856671.042423
  nChanged 338
		SP:Iteration 7Q (25403.040000 sec): 3 clusters
  Score: Raw -859756.620353 + Penalty 2915.844537 = -856840.775816
  nChanged 356
		SP:Iteration 8Q (25403.240000 sec): 3 clusters
  Score: Raw -859936.472092 + Penalty 2915.844537 = -857020.627555
  nChanged 325
		SP:Iteration 9Q (25403.450000 sec): 3 clusters
  Score: Raw -860112.002979 + Penalty 2915.844537 = -857196.158442
  nChanged 323
		SP:Iteration 10Q (25403.670000 sec): 3 clusters
  Score: Raw -860294.973780 + Penalty 2915.844537 = -857379.129243
  nChanged 300
		SP:Iteration 11Q (25403.840000 sec): 3 clusters
  Score: Raw -860464.710947 + Penalty 2915.844537 = -857548.866410
  nChanged 266
		SP:Iteration 12Q (25404.030000 sec): 3 clusters
  Score: Raw -860622.451449 + Penalty 2915.844537 = -857706.606912
  nChanged 246
		SP:Iteration 13Q (25404.270000 sec): 3 clusters
  Score: Raw -860776.474165 + Penalty 2915.844537 = -857860.629628
  nChanged 224
		SP:Iteration 14Q (25404.500000 sec): 3 clusters
  Score: Raw -860919.097771 + Penalty 2915.844537 = -858003.253235
  nChanged 205
		SP:Iteration 15Q (25404.700000 sec): 3 clusters
  Score: Raw -861045.352478 + Penalty 2915.844537 = -858129.507942
  nChanged 186
		SP:Iteration 16Q (25404.920000 sec): 3 clusters
  Score: Raw -861171.032257 + Penalty 2915.844537 = -858255.187721
  nChanged 160
		SP:Iteration 17Q (25405.120000 sec): 3 clusters
  Score: Raw -861284.681115 + Penalty 2915.844537 = -858368.836578
  nChanged 122
		SP:Iteration 18Q (25405.300000 sec): 3 clusters
  Score: Raw -861371.568764 + Penalty 2915.844537 = -858455.724227
  nChanged 86
		SP:Iteration 19Q (25405.520000 sec): 3 clusters
  Score: Raw -861433.374800 + Penalty 2915.844537 = -858517.530264
  nChanged 68
		SP:Iteration 20F (25405.720000 sec): 3 clusters
  Score: Raw -861475.438347 + Penalty 2915.844537 = -858559.593811
  nChanged 51
		SP:Iteration 21Q (25405.920000 sec): 3 clusters
  Score: Raw -861517.196139 + Penalty 2915.844537 = -858601.351603
  nChanged 43
		SP:Iteration 22Q (25406.140000 sec): 3 clusters
  Score: Raw -861552.432335 + Penalty 2915.844537 = -858636.587799
  nChanged 30
		SP:Iteration 23Q (25406.330000 sec): 3 clusters
  Score: Raw -861572.629785 + Penalty 2915.844537 = -858656.785248
  nChanged 25
		SP:Iteration 24Q (25406.580000 sec): 3 clusters
  Score: Raw -861585.236243 + Penalty 2915.844537 = -858669.391707
  nChanged 18
		SP:Iteration 25Q (25406.780000 sec): 3 clusters
  Score: Raw -861592.314183 + Penalty 2915.844537 = -858676.469647
  nChanged 11
		SP:Iteration 26Q (25406.970000 sec): 3 clusters
  Score: Raw -861596.452439 + Penalty 2915.844537 = -858680.607902
  nChanged 7
		SP:Iteration 27Q (25407.180000 sec): 3 clusters
  Score: Raw -861599.726665 + Penalty 2915.844537 = -858683.882129
  nChanged 7
		SP:Iteration 28Q (25407.370000 sec): 3 clusters
  Score: Raw -861601.791887 + Penalty 2915.844537 = -858685.947350
  nChanged 4
		SP:Iteration 29Q (25407.610000 sec): 3 clusters
  Score: Raw -861603.410664 + Penalty 2915.844537 = -858687.566128
  nChanged 6
		SP:Iteration 30Q (25407.800000 sec): 3 clusters
  Score: Raw -861607.533132 + Penalty 2915.844537 = -858691.688595
  nChanged 9
		SP:Iteration 31Q (25408.000000 sec): 3 clusters
  Score: Raw -861613.445333 + Penalty 2915.844537 = -858697.600796
  nChanged 10
		SP:Iteration 32Q (25408.180000 sec): 3 clusters
  Score: Raw -861619.431245 + Penalty 2915.844537 = -858703.586708
  nChanged 8
		SP:Iteration 33Q (25408.380000 sec): 3 clusters
  Score: Raw -861622.505508 + Penalty 2915.844537 = -858706.660972
  nChanged 5
		SP:Iteration 34Q (25408.580000 sec): 3 clusters
  Score: Raw -861624.537455 + Penalty 2915.844537 = -858708.692919
  nChanged 5
		SP:Iteration 35Q (25408.790000 sec): 3 clusters
  Score: Raw -861627.550814 + Penalty 2915.844537 = -858711.706277
  nChanged 8
		SP:Iteration 36Q (25409.010000 sec): 3 clusters
  Score: Raw -861631.182732 + Penalty 2915.844537 = -858715.338195
  nChanged 4
		SP:Iteration 37Q (25409.190000 sec): 3 clusters
  Score: Raw -861633.077803 + Penalty 2915.844537 = -858717.233266
  nChanged 6
		SP:Iteration 38Q (25409.410000 sec): 3 clusters
  Score: Raw -861635.785143 + Penalty 2915.844537 = -858719.940606
  nChanged 4
		SP:Iteration 39Q (25409.620000 sec): 3 clusters
  Score: Raw -861637.153166 + Penalty 2915.844537 = -858721.308629
  nChanged 4
		SP:Iteration 40F (25409.790000 sec): 3 clusters
  Score: Raw -861638.989639 + Penalty 2915.844537 = -858723.145103
  nChanged 3
		SP:Iteration 41Q (25409.970000 sec): 3 clusters
  Score: Raw -861640.546712 + Penalty 2915.844537 = -858724.702176
  nChanged 4
		SP:Iteration 42Q (25410.200000 sec): 3 clusters
  Score: Raw -861642.387434 + Penalty 2915.844537 = -858726.542897
  nChanged 1
		SP:Iteration 43Q (25410.400000 sec): 3 clusters
  Score: Raw -861642.531062 + Penalty 2915.844537 = -858726.686525
  nChanged 1
		SP:Iteration 44Q (25410.600000 sec): 3 clusters
  Score: Raw -861642.665644 + Penalty 2915.844537 = -858726.821108
  nChanged 0
		SP:Iteration 45F (25410.780000 sec): 3 clusters
  Score: Raw -861642.665644 + Penalty 2915.844537 = -858726.821108
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25410.900000 sec): 2 clusters
  Score: Raw -799903.991421 + Penalty 1449.193632 = -798454.797789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25411.120000 sec): 3 clusters
  Score: Raw -795854.380419 + Penalty 2898.387264 = -792955.993155
  nChanged 3089
		SP:Iteration 1F (25411.340000 sec): 3 clusters
  Score: Raw -797470.706551 + Penalty 2898.387264 = -794572.319287
  nChanged 512
		SP:Iteration 2F (25411.520000 sec): 3 clusters
  Score: Raw -797742.898619 + Penalty 2898.387264 = -794844.511355
  nChanged 464
		SP:Iteration 3F (25411.720000 sec): 3 clusters
  Score: Raw -798017.093864 + Penalty 2898.387264 = -795118.706600
  nChanged 429
		SP:Iteration 4F (25411.940000 sec): 3 clusters
  Score: Raw -798293.114102 + Penalty 2898.387264 = -795394.726838
  nChanged 480
		SP:Iteration 5F (25412.130000 sec): 3 clusters
  Score: Raw -798635.882980 + Penalty 2898.387264 = -795737.495716
  nChanged 489
		SP:Iteration 6F (25412.340000 sec): 3 clusters
  Score: Raw -798998.235348 + Penalty 2898.387264 = -796099.848084
  nChanged 433
		SP:Iteration 7F (25412.550000 sec): 3 clusters
  Score: Raw -799299.265283 + Penalty 2898.387264 = -796400.878018
  nChanged 407
		SP:Iteration 8F (25412.720000 sec): 3 clusters
  Score: Raw -799565.473611 + Penalty 2898.387264 = -796667.086346
  nChanged 313
		SP:Iteration 9Q (25412.960000 sec): 3 clusters
  Score: Raw -799749.237684 + Penalty 2898.387264 = -796850.850419
  nChanged 265
		SP:Iteration 10Q (25413.160000 sec): 3 clusters
  Score: Raw -799875.275040 + Penalty 2898.387264 = -796976.887776
  nChanged 189
		SP:Iteration 11Q (25413.320000 sec): 3 clusters
  Score: Raw -799947.782231 + Penalty 2898.387264 = -797049.394967
  nChanged 126
		SP:Iteration 12Q (25413.530000 sec): 3 clusters
  Score: Raw -799988.175134 + Penalty 2898.387264 = -797089.787870
  nChanged 95
		SP:Iteration 13Q (25413.670000 sec): 3 clusters
  Score: Raw -800011.871614 + Penalty 2898.387264 = -797113.484350
  nChanged 62
		SP:Iteration 14Q (25413.860000 sec): 3 clusters
  Score: Raw -800027.761105 + Penalty 2898.387264 = -797129.373840
  nChanged 41
		SP:Iteration 15Q (25414.070000 sec): 3 clusters
  Score: Raw -800037.269852 + Penalty 2898.387264 = -797138.882588
  nChanged 34
		SP:Iteration 16Q (25414.240000 sec): 3 clusters
  Score: Raw -800046.023627 + Penalty 2898.387264 = -797147.636363
  nChanged 25
		SP:Iteration 17Q (25414.460000 sec): 3 clusters
  Score: Raw -800051.129553 + Penalty 2898.387264 = -797152.742289
  nChanged 29
		SP:Iteration 18Q (25414.640000 sec): 3 clusters
  Score: Raw -800056.529825 + Penalty 2898.387264 = -797158.142561
  nChanged 20
		SP:Iteration 19Q (25414.860000 sec): 3 clusters
  Score: Raw -800060.575184 + Penalty 2898.387264 = -797162.187920
  nChanged 22
		SP:Iteration 20F (25415.050000 sec): 3 clusters
  Score: Raw -800065.761762 + Penalty 2898.387264 = -797167.374497
  nChanged 24
		SP:Iteration 21Q (25415.260000 sec): 3 clusters
  Score: Raw -800070.534516 + Penalty 2898.387264 = -797172.147252
  nChanged 20
		SP:Iteration 22Q (25415.450000 sec): 3 clusters
  Score: Raw -800074.057589 + Penalty 2898.387264 = -797175.670325
  nChanged 18
		SP:Iteration 23Q (25415.640000 sec): 3 clusters
  Score: Raw -800076.691543 + Penalty 2898.387264 = -797178.304279
  nChanged 13
		SP:Iteration 24Q (25415.860000 sec): 3 clusters
  Score: Raw -800078.493156 + Penalty 2898.387264 = -797180.105891
  nChanged 8
		SP:Iteration 25Q (25416.060000 sec): 3 clusters
  Score: Raw -800079.469881 + Penalty 2898.387264 = -797181.082617
  nChanged 8
		SP:Iteration 26Q (25416.280000 sec): 3 clusters
  Score: Raw -800080.677459 + Penalty 2898.387264 = -797182.290195
  nChanged 6
		SP:Iteration 27Q (25416.480000 sec): 3 clusters
  Score: Raw -800081.496848 + Penalty 2898.387264 = -797183.109584
  nChanged 4
		SP:Iteration 28Q (25416.710000 sec): 3 clusters
  Score: Raw -800082.093224 + Penalty 2898.387264 = -797183.705960
  nChanged 2
		SP:Iteration 29Q (25416.950000 sec): 3 clusters
  Score: Raw -800082.429499 + Penalty 2898.387264 = -797184.042235
  nChanged 2
		SP:Iteration 30Q (25417.160000 sec): 3 clusters
  Score: Raw -800082.851551 + Penalty 2898.387264 = -797184.464286
  nChanged 4
		SP:Iteration 31Q (25417.380000 sec): 3 clusters
  Score: Raw -800083.510191 + Penalty 2898.387264 = -797185.122927
  nChanged 0
		SP:Iteration 32F (25417.600000 sec): 3 clusters
  Score: Raw -800083.510191 + Penalty 2898.387264 = -797185.122927
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25417.700000 sec): 2 clusters
  Score: Raw -456088.111311 + Penalty 1357.175095 = -454730.936216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25417.880000 sec): 3 clusters
  Score: Raw -453917.646761 + Penalty 2714.350190 = -451203.296570
  nChanged 1703
		SP:Iteration 1F (25418.050000 sec): 3 clusters
  Score: Raw -454929.652860 + Penalty 2714.350190 = -452215.302669
  nChanged 384
		SP:Iteration 2F (25418.230000 sec): 3 clusters
  Score: Raw -455221.872384 + Penalty 2714.350190 = -452507.522194
  nChanged 296
		SP:Iteration 3F (25418.440000 sec): 3 clusters
  Score: Raw -455457.546671 + Penalty 2714.350190 = -452743.196481
  nChanged 273
		SP:Iteration 4F (25418.610000 sec): 3 clusters
  Score: Raw -455699.382885 + Penalty 2714.350190 = -452985.032695
  nChanged 265
		SP:Iteration 5F (25418.820000 sec): 3 clusters
  Score: Raw -455949.942245 + Penalty 2714.350190 = -453235.592055
  nChanged 247
		SP:Iteration 6F (25418.980000 sec): 3 clusters
  Score: Raw -456164.672322 + Penalty 2714.350190 = -453450.322132
  nChanged 204
		SP:Iteration 7Q (25419.230000 sec): 3 clusters
  Score: Raw -456313.172917 + Penalty 2714.350190 = -453598.822727
  nChanged 157
		SP:Iteration 8Q (25419.400000 sec): 3 clusters
  Score: Raw -456402.722073 + Penalty 2714.350190 = -453688.371883
  nChanged 111
		SP:Iteration 9Q (25419.600000 sec): 3 clusters
  Score: Raw -456456.940550 + Penalty 2714.350190 = -453742.590360
  nChanged 82
		SP:Iteration 10Q (25419.760000 sec): 3 clusters
  Score: Raw -456489.799039 + Penalty 2714.350190 = -453775.448849
  nChanged 57
		SP:Iteration 11Q (25419.960000 sec): 3 clusters
  Score: Raw -456510.417421 + Penalty 2714.350190 = -453796.067231
  nChanged 39
		SP:Iteration 12Q (25420.150000 sec): 3 clusters
  Score: Raw -456521.271491 + Penalty 2714.350190 = -453806.921301
  nChanged 29
		SP:Iteration 13Q (25420.310000 sec): 3 clusters
  Score: Raw -456527.623212 + Penalty 2714.350190 = -453813.273022
  nChanged 10
		SP:Iteration 14Q (25420.530000 sec): 3 clusters
  Score: Raw -456531.013684 + Penalty 2714.350190 = -453816.663493
  nChanged 11
		SP:Iteration 15Q (25420.710000 sec): 3 clusters
  Score: Raw -456534.664742 + Penalty 2714.350190 = -453820.314552
  nChanged 15
		SP:Iteration 16Q (25420.900000 sec): 3 clusters
  Score: Raw -456538.274253 + Penalty 2714.350190 = -453823.924063
  nChanged 7
		SP:Iteration 17Q (25421.060000 sec): 3 clusters
  Score: Raw -456539.854218 + Penalty 2714.350190 = -453825.504028
  nChanged 3
		SP:Iteration 18Q (25421.260000 sec): 3 clusters
  Score: Raw -456540.359972 + Penalty 2714.350190 = -453826.009782
  nChanged 1
		SP:Iteration 19Q (25421.430000 sec): 3 clusters
  Score: Raw -456540.480494 + Penalty 2714.350190 = -453826.130304
  nChanged 0
		SP:Iteration 20F (25421.590000 sec): 3 clusters
  Score: Raw -456540.480494 + Penalty 2714.350190 = -453826.130304
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25421.720000 sec): 2 clusters
  Score: Raw -621700.707359 + Penalty 1403.645203 = -620297.062156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25421.930000 sec): 3 clusters
  Score: Raw -618684.508480 + Penalty 2807.290406 = -615877.218074
  nChanged 2337
		SP:Iteration 1F (25422.130000 sec): 3 clusters
  Score: Raw -620019.934740 + Penalty 2807.290406 = -617212.644334
  nChanged 422
		SP:Iteration 2F (25422.320000 sec): 3 clusters
  Score: Raw -620249.765639 + Penalty 2807.290406 = -617442.475233
  nChanged 309
		SP:Iteration 3F (25422.480000 sec): 3 clusters
  Score: Raw -620436.585875 + Penalty 2807.290406 = -617629.295469
  nChanged 255
		SP:Iteration 4Q (25422.710000 sec): 3 clusters
  Score: Raw -620583.004616 + Penalty 2807.290406 = -617775.714210
  nChanged 227
		SP:Iteration 5Q (25422.870000 sec): 3 clusters
  Score: Raw -620695.650865 + Penalty 2807.290406 = -617888.360459
  nChanged 198
		SP:Iteration 6Q (25423.090000 sec): 3 clusters
  Score: Raw -620802.716668 + Penalty 2807.290406 = -617995.426262
  nChanged 198
		SP:Iteration 7Q (25423.290000 sec): 3 clusters
  Score: Raw -620909.159631 + Penalty 2807.290406 = -618101.869225
  nChanged 186
		SP:Iteration 8Q (25423.460000 sec): 3 clusters
  Score: Raw -621021.319443 + Penalty 2807.290406 = -618214.029037
  nChanged 190
		SP:Iteration 9Q (25423.650000 sec): 3 clusters
  Score: Raw -621139.786635 + Penalty 2807.290406 = -618332.496229
  nChanged 190
		SP:Iteration 10Q (25423.850000 sec): 3 clusters
  Score: Raw -621263.987312 + Penalty 2807.290406 = -618456.696907
  nChanged 201
		SP:Iteration 11Q (25424.070000 sec): 3 clusters
  Score: Raw -621396.827086 + Penalty 2807.290406 = -618589.536680
  nChanged 175
		SP:Iteration 12Q (25424.300000 sec): 3 clusters
  Score: Raw -621533.582451 + Penalty 2807.290406 = -618726.292045
  nChanged 177
		SP:Iteration 13Q (25424.470000 sec): 3 clusters
  Score: Raw -621662.207805 + Penalty 2807.290406 = -618854.917399
  nChanged 186
		SP:Iteration 14Q (25424.690000 sec): 3 clusters
  Score: Raw -621812.369289 + Penalty 2807.290406 = -619005.078883
  nChanged 177
		SP:Iteration 15Q (25424.880000 sec): 3 clusters
  Score: Raw -621962.516541 + Penalty 2807.290406 = -619155.226135
  nChanged 155
		SP:Iteration 16Q (25425.090000 sec): 3 clusters
  Score: Raw -622087.916734 + Penalty 2807.290406 = -619280.626328
  nChanged 149
		SP:Iteration 17Q (25425.270000 sec): 3 clusters
  Score: Raw -622198.345536 + Penalty 2807.290406 = -619391.055130
  nChanged 113
		SP:Iteration 18Q (25425.430000 sec): 3 clusters
  Score: Raw -622257.302259 + Penalty 2807.290406 = -619450.011853
  nChanged 83
		SP:Iteration 19Q (25425.640000 sec): 3 clusters
  Score: Raw -622292.731019 + Penalty 2807.290406 = -619485.440613
  nChanged 53
		SP:Iteration 20F (25425.810000 sec): 3 clusters
  Score: Raw -622312.753438 + Penalty 2807.290406 = -619505.463032
  nChanged 45
		SP:Iteration 21Q (25426.010000 sec): 3 clusters
  Score: Raw -622327.336134 + Penalty 2807.290406 = -619520.045728
  nChanged 30
		SP:Iteration 22Q (25426.210000 sec): 3 clusters
  Score: Raw -622336.663262 + Penalty 2807.290406 = -619529.372856
  nChanged 25
		SP:Iteration 23Q (25426.380000 sec): 3 clusters
  Score: Raw -622343.069888 + Penalty 2807.290406 = -619535.779482
  nChanged 13
		SP:Iteration 24Q (25426.560000 sec): 3 clusters
  Score: Raw -622345.869857 + Penalty 2807.290406 = -619538.579451
  nChanged 12
		SP:Iteration 25Q (25426.770000 sec): 3 clusters
  Score: Raw -622348.842263 + Penalty 2807.290406 = -619541.551857
  nChanged 11
		SP:Iteration 26Q (25426.910000 sec): 3 clusters
  Score: Raw -622350.843038 + Penalty 2807.290406 = -619543.552632
  nChanged 10
		SP:Iteration 27Q (25427.090000 sec): 3 clusters
  Score: Raw -622352.478237 + Penalty 2807.290406 = -619545.187831
  nChanged 4
		SP:Iteration 28Q (25427.290000 sec): 3 clusters
  Score: Raw -622352.955209 + Penalty 2807.290406 = -619545.664803
  nChanged 2
		SP:Iteration 29Q (25427.500000 sec): 3 clusters
  Score: Raw -622353.384296 + Penalty 2807.290406 = -619546.093890
  nChanged 1
		SP:Iteration 30Q (25427.690000 sec): 3 clusters
  Score: Raw -622353.510998 + Penalty 2807.290406 = -619546.220592
  nChanged 4
		SP:Iteration 31Q (25427.890000 sec): 3 clusters
  Score: Raw -622354.329585 + Penalty 2807.290406 = -619547.039179
  nChanged 3
		SP:Iteration 32Q (25428.060000 sec): 3 clusters
  Score: Raw -622354.978217 + Penalty 2807.290406 = -619547.687811
  nChanged 2
		SP:Iteration 33Q (25428.270000 sec): 3 clusters
  Score: Raw -622355.309359 + Penalty 2807.290406 = -619548.018953
  nChanged 1
		SP:Iteration 34Q (25428.490000 sec): 3 clusters
  Score: Raw -622355.366234 + Penalty 2807.290406 = -619548.075828
  nChanged 1
		SP:Iteration 35Q (25428.670000 sec): 3 clusters
  Score: Raw -622355.479962 + Penalty 2807.290406 = -619548.189556
  nChanged 0
		SP:Iteration 36F (25428.890000 sec): 3 clusters
  Score: Raw -622355.479962 + Penalty 2807.290406 = -619548.189556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (86866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25429.450000 sec): 2 clusters
  Score: Raw -9991203.989068 + Penalty 1847.969822 = -9989356.019246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25430.040000 sec): 3 clusters
  Score: Raw -9935062.051014 + Penalty 3695.939644 = -9931366.111371
  nChanged 41248
		SP:Iteration 1F (25430.650000 sec): 3 clusters
  Score: Raw -9958767.312209 + Penalty 3695.939644 = -9955071.372565
  nChanged 2705
		SP:Iteration 2Q (25431.290000 sec): 3 clusters
  Score: Raw -9959424.988580 + Penalty 3695.939644 = -9955729.048936
  nChanged 3098
		SP:Iteration 3Q (25431.860000 sec): 3 clusters
  Score: Raw -9960380.944110 + Penalty 3695.939644 = -9956685.004467
  nChanged 3815
		SP:Iteration 4Q (25432.450000 sec): 3 clusters
  Score: Raw -9961928.771887 + Penalty 3695.939644 = -9958232.832244
  nChanged 4792
		SP:Iteration 5F (25432.990000 sec): 3 clusters
  Score: Raw -9964589.887220 + Penalty 3695.939644 = -9960893.947576
  nChanged 6156
		SP:Iteration 6F (25433.620000 sec): 3 clusters
  Score: Raw -9969068.909483 + Penalty 3695.939644 = -9965372.969839
  nChanged 6953
		SP:Iteration 7F (25434.250000 sec): 3 clusters
  Score: Raw -9975169.642596 + Penalty 3695.939644 = -9971473.702952
  nChanged 6419
		SP:Iteration 8F (25434.890000 sec): 3 clusters
  Score: Raw -9981319.447928 + Penalty 3695.939644 = -9977623.508284
  nChanged 4625
		SP:Iteration 9F (25435.550000 sec): 3 clusters
  Score: Raw -9985795.190848 + Penalty 3695.939644 = -9982099.251204
  nChanged 2763
		SP:Iteration 10Q (25436.170000 sec): 3 clusters
  Score: Raw -9988419.912089 + Penalty 3695.939644 = -9984723.972445
  nChanged 1502
		SP:Iteration 11Q (25436.730000 sec): 3 clusters
  Score: Raw -9989835.024815 + Penalty 3695.939644 = -9986139.085172
  nChanged 802
		SP:Iteration 12Q (25437.340000 sec): 3 clusters
  Score: Raw -9990549.269830 + Penalty 3695.939644 = -9986853.330186
  nChanged 453
		SP:Iteration 13Q (25438.030000 sec): 3 clusters
  Score: Raw -9990918.850673 + Penalty 3695.939644 = -9987222.911030
  nChanged 271
		SP:Iteration 14Q (25438.680000 sec): 3 clusters
  Score: Raw -9991123.562963 + Penalty 3695.939644 = -9987427.623319
  nChanged 177
		SP:Iteration 15Q (25439.300000 sec): 3 clusters
  Score: Raw -9991245.224362 + Penalty 3695.939644 = -9987549.284718
  nChanged 117
		SP:Iteration 16Q (25439.900000 sec): 3 clusters
  Score: Raw -9991312.801577 + Penalty 3695.939644 = -9987616.861933
  nChanged 71
		SP:Iteration 17Q (25440.380000 sec): 3 clusters
  Score: Raw -9991358.993502 + Penalty 3695.939644 = -9987663.053858
  nChanged 69
		SP:Iteration 18Q (25440.960000 sec): 3 clusters
  Score: Raw -9991404.326209 + Penalty 3695.939644 = -9987708.386565
  nChanged 50
		SP:Iteration 19Q (25441.570000 sec): 3 clusters
  Score: Raw -9991433.482140 + Penalty 3695.939644 = -9987737.542497
  nChanged 34
		SP:Iteration 20F (25442.050000 sec): 3 clusters
  Score: Raw -9991456.454589 + Penalty 3695.939644 = -9987760.514946
  nChanged 38
		SP:Iteration 21Q (25442.580000 sec): 3 clusters
  Score: Raw -9991480.337060 + Penalty 3695.939644 = -9987784.397416
  nChanged 23
		SP:Iteration 22Q (25443.040000 sec): 3 clusters
  Score: Raw -9991492.912381 + Penalty 3695.939644 = -9987796.972737
  nChanged 18
		SP:Iteration 23Q (25443.550000 sec): 3 clusters
  Score: Raw -9991501.502246 + Penalty 3695.939644 = -9987805.562602
  nChanged 16
		SP:Iteration 24Q (25444.100000 sec): 3 clusters
  Score: Raw -9991509.829988 + Penalty 3695.939644 = -9987813.890344
  nChanged 10
		SP:Iteration 25Q (25444.630000 sec): 3 clusters
  Score: Raw -9991514.257091 + Penalty 3695.939644 = -9987818.317448
  nChanged 11
		SP:Iteration 26Q (25445.160000 sec): 3 clusters
  Score: Raw -9991519.398681 + Penalty 3695.939644 = -9987823.459037
  nChanged 7
		SP:Iteration 27Q (25445.710000 sec): 3 clusters
  Score: Raw -9991522.146540 + Penalty 3695.939644 = -9987826.206896
  nChanged 3
		SP:Iteration 28Q (25446.310000 sec): 3 clusters
  Score: Raw -9991523.660268 + Penalty 3695.939644 = -9987827.720624
  nChanged 6
		SP:Iteration 29Q (25446.870000 sec): 3 clusters
  Score: Raw -9991526.372569 + Penalty 3695.939644 = -9987830.432926
  nChanged 6
		SP:Iteration 30Q (25447.450000 sec): 3 clusters
  Score: Raw -9991528.530723 + Penalty 3695.939644 = -9987832.591080
  nChanged 3
		SP:Iteration 31Q (25448.010000 sec): 3 clusters
  Score: Raw -9991529.311046 + Penalty 3695.939644 = -9987833.371403
  nChanged 1
		SP:Iteration 32Q (25448.580000 sec): 3 clusters
  Score: Raw -9991529.752326 + Penalty 3695.939644 = -9987833.812683
  nChanged 1
		SP:Iteration 33Q (25449.120000 sec): 3 clusters
  Score: Raw -9991530.248362 + Penalty 3695.939644 = -9987834.308718
  nChanged 0
		SP:Iteration 34F (25449.640000 sec): 3 clusters
  Score: Raw -9991530.248362 + Penalty 3695.939644 = -9987834.308718
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25449.910000 sec): 2 clusters
  Score: Raw -2487824.120645 + Penalty 1641.036183 = -2486183.084462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25450.150000 sec): 3 clusters
  Score: Raw -2472945.193998 + Penalty 3282.072366 = -2469663.121633
  nChanged 11146
		SP:Iteration 1F (25450.450000 sec): 3 clusters
  Score: Raw -2479321.640903 + Penalty 3282.072366 = -2476039.568538
  nChanged 1340
		SP:Iteration 2F (25450.770000 sec): 3 clusters
  Score: Raw -2479840.349270 + Penalty 3282.072366 = -2476558.276904
  nChanged 1227
		SP:Iteration 3F (25451.040000 sec): 3 clusters
  Score: Raw -2480366.788819 + Penalty 3282.072366 = -2477084.716453
  nChanged 1259
		SP:Iteration 4F (25451.330000 sec): 3 clusters
  Score: Raw -2480945.068188 + Penalty 3282.072366 = -2477662.995822
  nChanged 1259
		SP:Iteration 5F (25451.610000 sec): 3 clusters
  Score: Raw -2481582.149707 + Penalty 3282.072366 = -2478300.077341
  nChanged 1291
		SP:Iteration 6F (25451.900000 sec): 3 clusters
  Score: Raw -2482295.182358 + Penalty 3282.072366 = -2479013.109992
  nChanged 1283
		SP:Iteration 7F (25452.210000 sec): 3 clusters
  Score: Raw -2483067.124570 + Penalty 3282.072366 = -2479785.052205
  nChanged 1304
		SP:Iteration 8F (25452.490000 sec): 3 clusters
  Score: Raw -2483941.820066 + Penalty 3282.072366 = -2480659.747701
  nChanged 1315
		SP:Iteration 9F (25452.770000 sec): 3 clusters
  Score: Raw -2484935.164628 + Penalty 3282.072366 = -2481653.092263
  nChanged 1173
		SP:Iteration 10Q (25453.030000 sec): 3 clusters
  Score: Raw -2485919.621416 + Penalty 3282.072366 = -2482637.549051
  nChanged 870
		SP:Iteration 11Q (25453.360000 sec): 3 clusters
  Score: Raw -2486667.698383 + Penalty 3282.072366 = -2483385.626018
  nChanged 609
		SP:Iteration 12Q (25453.650000 sec): 3 clusters
  Score: Raw -2487159.297825 + Penalty 3282.072366 = -2483877.225459
  nChanged 391
		SP:Iteration 13Q (25453.940000 sec): 3 clusters
  Score: Raw -2487441.850154 + Penalty 3282.072366 = -2484159.777789
  nChanged 303
		SP:Iteration 14Q (25454.210000 sec): 3 clusters
  Score: Raw -2487655.656279 + Penalty 3282.072366 = -2484373.583913
  nChanged 218
		SP:Iteration 15Q (25454.490000 sec): 3 clusters
  Score: Raw -2487795.007481 + Penalty 3282.072366 = -2484512.935116
  nChanged 154
		SP:Iteration 16Q (25454.760000 sec): 3 clusters
  Score: Raw -2487891.147681 + Penalty 3282.072366 = -2484609.075315
  nChanged 114
		SP:Iteration 17Q (25454.990000 sec): 3 clusters
  Score: Raw -2487969.426476 + Penalty 3282.072366 = -2484687.354110
  nChanged 105
		SP:Iteration 18Q (25455.270000 sec): 3 clusters
  Score: Raw -2488031.296296 + Penalty 3282.072366 = -2484749.223930
  nChanged 73
		SP:Iteration 19Q (25455.500000 sec): 3 clusters
  Score: Raw -2488076.172612 + Penalty 3282.072366 = -2484794.100247
  nChanged 61
		SP:Iteration 20F (25455.780000 sec): 3 clusters
  Score: Raw -2488112.208436 + Penalty 3282.072366 = -2484830.136070
  nChanged 44
		SP:Iteration 21Q (25456.030000 sec): 3 clusters
  Score: Raw -2488138.223977 + Penalty 3282.072366 = -2484856.151611
  nChanged 40
		SP:Iteration 22Q (25456.310000 sec): 3 clusters
  Score: Raw -2488166.008282 + Penalty 3282.072366 = -2484883.935917
  nChanged 38
		SP:Iteration 23Q (25456.560000 sec): 3 clusters
  Score: Raw -2488193.908647 + Penalty 3282.072366 = -2484911.836282
  nChanged 36
		SP:Iteration 24Q (25456.860000 sec): 3 clusters
  Score: Raw -2488216.628535 + Penalty 3282.072366 = -2484934.556169
  nChanged 23
		SP:Iteration 25Q (25457.110000 sec): 3 clusters
  Score: Raw -2488227.382456 + Penalty 3282.072366 = -2484945.310091
  nChanged 13
		SP:Iteration 26Q (25457.380000 sec): 3 clusters
  Score: Raw -2488235.149661 + Penalty 3282.072366 = -2484953.077295
  nChanged 18
		SP:Iteration 27Q (25457.650000 sec): 3 clusters
  Score: Raw -2488244.759869 + Penalty 3282.072366 = -2484962.687503
  nChanged 15
		SP:Iteration 28Q (25457.940000 sec): 3 clusters
  Score: Raw -2488253.117263 + Penalty 3282.072366 = -2484971.044898
  nChanged 9
		SP:Iteration 29Q (25458.220000 sec): 3 clusters
  Score: Raw -2488259.072587 + Penalty 3282.072366 = -2484977.000221
  nChanged 11
		SP:Iteration 30Q (25458.490000 sec): 3 clusters
  Score: Raw -2488264.704650 + Penalty 3282.072366 = -2484982.632284
  nChanged 10
		SP:Iteration 31Q (25458.770000 sec): 3 clusters
  Score: Raw -2488269.659433 + Penalty 3282.072366 = -2484987.587068
  nChanged 5
		SP:Iteration 32Q (25459.020000 sec): 3 clusters
  Score: Raw -2488271.326112 + Penalty 3282.072366 = -2484989.253747
  nChanged 6
		SP:Iteration 33Q (25459.310000 sec): 3 clusters
  Score: Raw -2488275.114981 + Penalty 3282.072366 = -2484993.042616
  nChanged 7
		SP:Iteration 34Q (25459.550000 sec): 3 clusters
  Score: Raw -2488278.625192 + Penalty 3282.072366 = -2484996.552827
  nChanged 6
		SP:Iteration 35Q (25459.850000 sec): 3 clusters
  Score: Raw -2488282.248856 + Penalty 3282.072366 = -2485000.176490
  nChanged 7
		SP:Iteration 36Q (25460.090000 sec): 3 clusters
  Score: Raw -2488286.145288 + Penalty 3282.072366 = -2485004.072923
  nChanged 10
		SP:Iteration 37Q (25460.360000 sec): 3 clusters
  Score: Raw -2488291.274393 + Penalty 3282.072366 = -2485009.202028
  nChanged 9
		SP:Iteration 38Q (25460.700000 sec): 3 clusters
  Score: Raw -2488298.251855 + Penalty 3282.072366 = -2485016.179489
  nChanged 13
		SP:Iteration 39Q (25460.960000 sec): 3 clusters
  Score: Raw -2488304.534163 + Penalty 3282.072366 = -2485022.461798
  nChanged 11
		SP:Iteration 40F (25461.260000 sec): 3 clusters
  Score: Raw -2488309.533676 + Penalty 3282.072366 = -2485027.461310
  nChanged 8
		SP:Iteration 41Q (25461.510000 sec): 3 clusters
  Score: Raw -2488312.344383 + Penalty 3282.072366 = -2485030.272017
  nChanged 7
		SP:Iteration 42Q (25461.760000 sec): 3 clusters
  Score: Raw -2488315.619262 + Penalty 3282.072366 = -2485033.546897
  nChanged 3
		SP:Iteration 43Q (25462.040000 sec): 3 clusters
  Score: Raw -2488317.107501 + Penalty 3282.072366 = -2485035.035135
  nChanged 2
		SP:Iteration 44Q (25462.270000 sec): 3 clusters
  Score: Raw -2488317.643168 + Penalty 3282.072366 = -2485035.570802
  nChanged 1
		SP:Iteration 45Q (25462.560000 sec): 3 clusters
  Score: Raw -2488318.031031 + Penalty 3282.072366 = -2485035.958665
  nChanged 3
		SP:Iteration 46Q (25462.780000 sec): 3 clusters
  Score: Raw -2488318.524978 + Penalty 3282.072366 = -2485036.452612
  nChanged 1
		SP:Iteration 47Q (25463.070000 sec): 3 clusters
  Score: Raw -2488318.614617 + Penalty 3282.072366 = -2485036.542252
  nChanged 0
		SP:Iteration 48F (25463.400000 sec): 3 clusters
  Score: Raw -2488318.614617 + Penalty 3282.072366 = -2485036.542252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25463.630000 sec): 2 clusters
  Score: Raw -2639674.333316 + Penalty 1640.775289 = -2638033.558027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25463.930000 sec): 3 clusters
  Score: Raw -2624649.085741 + Penalty 3281.550578 = -2621367.535163
  nChanged 11214
		SP:Iteration 1F (25464.220000 sec): 3 clusters
  Score: Raw -2631043.357985 + Penalty 3281.550578 = -2627761.807407
  nChanged 1325
		SP:Iteration 2F (25464.550000 sec): 3 clusters
  Score: Raw -2631649.752212 + Penalty 3281.550578 = -2628368.201634
  nChanged 1315
		SP:Iteration 3F (25464.870000 sec): 3 clusters
  Score: Raw -2632287.946252 + Penalty 3281.550578 = -2629006.395674
  nChanged 1278
		SP:Iteration 4F (25465.170000 sec): 3 clusters
  Score: Raw -2632960.525650 + Penalty 3281.550578 = -2629678.975072
  nChanged 1318
		SP:Iteration 5F (25465.460000 sec): 3 clusters
  Score: Raw -2633729.248349 + Penalty 3281.550578 = -2630447.697771
  nChanged 1338
		SP:Iteration 6F (25465.710000 sec): 3 clusters
  Score: Raw -2634573.844395 + Penalty 3281.550578 = -2631292.293817
  nChanged 1378
		SP:Iteration 7F (25465.980000 sec): 3 clusters
  Score: Raw -2635511.414648 + Penalty 3281.550578 = -2632229.864069
  nChanged 1391
		SP:Iteration 8F (25466.280000 sec): 3 clusters
  Score: Raw -2636407.369164 + Penalty 3281.550578 = -2633125.818586
  nChanged 1172
		SP:Iteration 9Q (25466.590000 sec): 3 clusters
  Score: Raw -2637058.677175 + Penalty 3281.550578 = -2633777.126597
  nChanged 895
		SP:Iteration 10Q (25466.820000 sec): 3 clusters
  Score: Raw -2637499.921904 + Penalty 3281.550578 = -2634218.371326
  nChanged 680
		SP:Iteration 11Q (25467.120000 sec): 3 clusters
  Score: Raw -2637834.624368 + Penalty 3281.550578 = -2634553.073790
  nChanged 613
		SP:Iteration 12Q (25467.430000 sec): 3 clusters
  Score: Raw -2638127.888763 + Penalty 3281.550578 = -2634846.338185
  nChanged 511
		SP:Iteration 13Q (25467.680000 sec): 3 clusters
  Score: Raw -2638346.406531 + Penalty 3281.550578 = -2635064.855953
  nChanged 449
		SP:Iteration 14Q (25467.970000 sec): 3 clusters
  Score: Raw -2638536.342624 + Penalty 3281.550578 = -2635254.792046
  nChanged 395
		SP:Iteration 15Q (25468.260000 sec): 3 clusters
  Score: Raw -2638700.210373 + Penalty 3281.550578 = -2635418.659795
  nChanged 385
		SP:Iteration 16Q (25468.520000 sec): 3 clusters
  Score: Raw -2638859.817144 + Penalty 3281.550578 = -2635578.266566
  nChanged 379
		SP:Iteration 17Q (25468.800000 sec): 3 clusters
  Score: Raw -2639004.331109 + Penalty 3281.550578 = -2635722.780531
  nChanged 348
		SP:Iteration 18Q (25469.070000 sec): 3 clusters
  Score: Raw -2639134.071631 + Penalty 3281.550578 = -2635852.521053
  nChanged 308
		SP:Iteration 19Q (25469.430000 sec): 3 clusters
  Score: Raw -2639243.405856 + Penalty 3281.550578 = -2635961.855277
  nChanged 276
		SP:Iteration 20F (25469.760000 sec): 3 clusters
  Score: Raw -2639332.822409 + Penalty 3281.550578 = -2636051.271831
  nChanged 253
		SP:Iteration 21Q (25470.010000 sec): 3 clusters
  Score: Raw -2639415.766527 + Penalty 3281.550578 = -2636134.215949
  nChanged 249
		SP:Iteration 22Q (25470.350000 sec): 3 clusters
  Score: Raw -2639496.423032 + Penalty 3281.550578 = -2636214.872454
  nChanged 220
		SP:Iteration 23Q (25470.620000 sec): 3 clusters
  Score: Raw -2639563.658879 + Penalty 3281.550578 = -2636282.108301
  nChanged 208
		SP:Iteration 24Q (25470.960000 sec): 3 clusters
  Score: Raw -2639623.554118 + Penalty 3281.550578 = -2636342.003540
  nChanged 201
		SP:Iteration 25Q (25471.300000 sec): 3 clusters
  Score: Raw -2639678.021729 + Penalty 3281.550578 = -2636396.471151
  nChanged 164
		SP:Iteration 26Q (25471.630000 sec): 3 clusters
  Score: Raw -2639724.043213 + Penalty 3281.550578 = -2636442.492635
  nChanged 153
		SP:Iteration 27Q (25471.980000 sec): 3 clusters
  Score: Raw -2639769.248364 + Penalty 3281.550578 = -2636487.697786
  nChanged 161
		SP:Iteration 28Q (25472.270000 sec): 3 clusters
  Score: Raw -2639822.229794 + Penalty 3281.550578 = -2636540.679216
  nChanged 136
		SP:Iteration 29Q (25472.550000 sec): 3 clusters
  Score: Raw -2639858.420371 + Penalty 3281.550578 = -2636576.869793
  nChanged 115
		SP:Iteration 30Q (25472.880000 sec): 3 clusters
  Score: Raw -2639882.990489 + Penalty 3281.550578 = -2636601.439911
  nChanged 100
		SP:Iteration 31Q (25473.240000 sec): 3 clusters
  Score: Raw -2639904.225540 + Penalty 3281.550578 = -2636622.674962
  nChanged 90
		SP:Iteration 32Q (25473.580000 sec): 3 clusters
  Score: Raw -2639924.277750 + Penalty 3281.550578 = -2636642.727172
  nChanged 94
		SP:Iteration 33Q (25473.860000 sec): 3 clusters
  Score: Raw -2639943.346000 + Penalty 3281.550578 = -2636661.795422
  nChanged 77
		SP:Iteration 34Q (25474.160000 sec): 3 clusters
  Score: Raw -2639960.390240 + Penalty 3281.550578 = -2636678.839662
  nChanged 79
		SP:Iteration 35Q (25474.490000 sec): 3 clusters
  Score: Raw -2639976.692837 + Penalty 3281.550578 = -2636695.142259
  nChanged 83
		SP:Iteration 36Q (25474.810000 sec): 3 clusters
  Score: Raw -2639994.769504 + Penalty 3281.550578 = -2636713.218926
  nChanged 88
		SP:Iteration 37Q (25475.100000 sec): 3 clusters
  Score: Raw -2640014.192402 + Penalty 3281.550578 = -2636732.641824
  nChanged 92
		SP:Iteration 38Q (25475.400000 sec): 3 clusters
  Score: Raw -2640035.243754 + Penalty 3281.550578 = -2636753.693176
  nChanged 85
		SP:Iteration 39Q (25475.690000 sec): 3 clusters
  Score: Raw -2640054.158469 + Penalty 3281.550578 = -2636772.607891
  nChanged 88
		SP:Iteration 40F (25475.990000 sec): 3 clusters
  Score: Raw -2640075.745686 + Penalty 3281.550578 = -2636794.195108
  nChanged 76
		SP:Iteration 41Q (25476.300000 sec): 3 clusters
  Score: Raw -2640096.749494 + Penalty 3281.550578 = -2636815.198916
  nChanged 78
		SP:Iteration 42Q (25476.600000 sec): 3 clusters
  Score: Raw -2640117.726731 + Penalty 3281.550578 = -2636836.176153
  nChanged 65
		SP:Iteration 43Q (25476.870000 sec): 3 clusters
  Score: Raw -2640134.863618 + Penalty 3281.550578 = -2636853.313040
  nChanged 63
		SP:Iteration 44Q (25477.150000 sec): 3 clusters
  Score: Raw -2640149.391144 + Penalty 3281.550578 = -2636867.840566
  nChanged 51
		SP:Iteration 45Q (25477.370000 sec): 3 clusters
  Score: Raw -2640161.070371 + Penalty 3281.550578 = -2636879.519793
  nChanged 48
		SP:Iteration 46Q (25477.650000 sec): 3 clusters
  Score: Raw -2640172.732393 + Penalty 3281.550578 = -2636891.181815
  nChanged 43
		SP:Iteration 47Q (25477.890000 sec): 3 clusters
  Score: Raw -2640183.219152 + Penalty 3281.550578 = -2636901.668574
  nChanged 45
		SP:Iteration 48Q (25478.110000 sec): 3 clusters
  Score: Raw -2640195.353184 + Penalty 3281.550578 = -2636913.802606
  nChanged 38
		SP:Iteration 49Q (25478.390000 sec): 3 clusters
  Score: Raw -2640203.958497 + Penalty 3281.550578 = -2636922.407919
  nChanged 34
		SP:Iteration 50Q (25478.700000 sec): 3 clusters
  Score: Raw -2640212.875885 + Penalty 3281.550578 = -2636931.325307
  nChanged 36
		SP:Iteration 51Q (25479.000000 sec): 3 clusters
  Score: Raw -2640221.299595 + Penalty 3281.550578 = -2636939.749017
  nChanged 30
		SP:Iteration 52Q (25479.260000 sec): 3 clusters
  Score: Raw -2640229.071859 + Penalty 3281.550578 = -2636947.521281
  nChanged 25
		SP:Iteration 53Q (25479.510000 sec): 3 clusters
  Score: Raw -2640234.572847 + Penalty 3281.550578 = -2636953.022269
  nChanged 22
		SP:Iteration 54Q (25479.800000 sec): 3 clusters
  Score: Raw -2640238.891080 + Penalty 3281.550578 = -2636957.340502
  nChanged 24
		SP:Iteration 55Q (25480.090000 sec): 3 clusters
  Score: Raw -2640243.762197 + Penalty 3281.550578 = -2636962.211619
  nChanged 14
		SP:Iteration 56Q (25480.380000 sec): 3 clusters
  Score: Raw -2640246.480999 + Penalty 3281.550578 = -2636964.930421
  nChanged 10
		SP:Iteration 57Q (25480.650000 sec): 3 clusters
  Score: Raw -2640247.905386 + Penalty 3281.550578 = -2636966.354808
  nChanged 11
		SP:Iteration 58Q (25480.930000 sec): 3 clusters
  Score: Raw -2640249.758503 + Penalty 3281.550578 = -2636968.207925
  nChanged 9
		SP:Iteration 59Q (25481.250000 sec): 3 clusters
  Score: Raw -2640250.993712 + Penalty 3281.550578 = -2636969.443134
  nChanged 4
		SP:Iteration 60F (25481.520000 sec): 3 clusters
  Score: Raw -2640251.415458 + Penalty 3281.550578 = -2636969.864880
  nChanged 4
		SP:Iteration 61Q (25481.840000 sec): 3 clusters
  Score: Raw -2640252.179471 + Penalty 3281.550578 = -2636970.628893
  nChanged 6
		SP:Iteration 62Q (25482.130000 sec): 3 clusters
  Score: Raw -2640252.908963 + Penalty 3281.550578 = -2636971.358385
  nChanged 2
		SP:Iteration 63Q (25482.350000 sec): 3 clusters
  Score: Raw -2640253.283014 + Penalty 3281.550578 = -2636971.732436
  nChanged 1
		SP:Iteration 64Q (25482.630000 sec): 3 clusters
  Score: Raw -2640253.363364 + Penalty 3281.550578 = -2636971.812786
  nChanged 0
		SP:Iteration 65F (25482.920000 sec): 3 clusters
  Score: Raw -2640253.363364 + Penalty 3281.550578 = -2636971.812786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (5817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25483.100000 sec): 2 clusters
  Score: Raw -615981.738062 + Penalty 1408.637741 = -614573.100321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25483.280000 sec): 3 clusters
  Score: Raw -612886.057988 + Penalty 2817.275482 = -610068.782507
  nChanged 2363
		SP:Iteration 1F (25483.510000 sec): 3 clusters
  Score: Raw -614239.801312 + Penalty 2817.275482 = -611422.525831
  nChanged 519
		SP:Iteration 2F (25483.680000 sec): 3 clusters
  Score: Raw -614654.412363 + Penalty 2817.275482 = -611837.136881
  nChanged 421
		SP:Iteration 3F (25483.900000 sec): 3 clusters
  Score: Raw -615006.037737 + Penalty 2817.275482 = -612188.762255
  nChanged 378
		SP:Iteration 4F (25484.080000 sec): 3 clusters
  Score: Raw -615330.430093 + Penalty 2817.275482 = -612513.154611
  nChanged 393
		SP:Iteration 5F (25484.240000 sec): 3 clusters
  Score: Raw -615648.475132 + Penalty 2817.275482 = -612831.199651
  nChanged 339
		SP:Iteration 6F (25484.460000 sec): 3 clusters
  Score: Raw -615927.833007 + Penalty 2817.275482 = -613110.557525
  nChanged 282
		SP:Iteration 7Q (25484.640000 sec): 3 clusters
  Score: Raw -616144.812267 + Penalty 2817.275482 = -613327.536786
  nChanged 241
		SP:Iteration 8Q (25484.830000 sec): 3 clusters
  Score: Raw -616340.383252 + Penalty 2817.275482 = -613523.107770
  nChanged 210
		SP:Iteration 9Q (25485.050000 sec): 3 clusters
  Score: Raw -616493.543144 + Penalty 2817.275482 = -613676.267662
  nChanged 152
		SP:Iteration 10Q (25485.230000 sec): 3 clusters
  Score: Raw -616600.255930 + Penalty 2817.275482 = -613782.980448
  nChanged 120
		SP:Iteration 11Q (25485.410000 sec): 3 clusters
  Score: Raw -616677.013052 + Penalty 2817.275482 = -613859.737570
  nChanged 103
		SP:Iteration 12Q (25485.620000 sec): 3 clusters
  Score: Raw -616725.679061 + Penalty 2817.275482 = -613908.403579
  nChanged 73
		SP:Iteration 13Q (25485.820000 sec): 3 clusters
  Score: Raw -616755.524259 + Penalty 2817.275482 = -613938.248777
  nChanged 51
		SP:Iteration 14Q (25486.000000 sec): 3 clusters
  Score: Raw -616770.599214 + Penalty 2817.275482 = -613953.323733
  nChanged 36
		SP:Iteration 15Q (25486.190000 sec): 3 clusters
  Score: Raw -616781.586627 + Penalty 2817.275482 = -613964.311145
  nChanged 29
		SP:Iteration 16Q (25486.410000 sec): 3 clusters
  Score: Raw -616788.256314 + Penalty 2817.275482 = -613970.980833
  nChanged 16
		SP:Iteration 17Q (25486.590000 sec): 3 clusters
  Score: Raw -616791.939125 + Penalty 2817.275482 = -613974.663643
  nChanged 16
		SP:Iteration 18Q (25486.810000 sec): 3 clusters
  Score: Raw -616796.197351 + Penalty 2817.275482 = -613978.921869
  nChanged 16
		SP:Iteration 19Q (25486.960000 sec): 3 clusters
  Score: Raw -616800.084406 + Penalty 2817.275482 = -613982.808925
  nChanged 13
		SP:Iteration 20F (25487.140000 sec): 3 clusters
  Score: Raw -616803.692299 + Penalty 2817.275482 = -613986.416818
  nChanged 16
		SP:Iteration 21Q (25487.300000 sec): 3 clusters
  Score: Raw -616808.416085 + Penalty 2817.275482 = -613991.140603
  nChanged 12
		SP:Iteration 22Q (25487.500000 sec): 3 clusters
  Score: Raw -616811.940504 + Penalty 2817.275482 = -613994.665022
  nChanged 9
		SP:Iteration 23Q (25487.730000 sec): 3 clusters
  Score: Raw -616813.688219 + Penalty 2817.275482 = -613996.412737
  nChanged 9
		SP:Iteration 24Q (25488.020000 sec): 3 clusters
  Score: Raw -616815.455470 + Penalty 2817.275482 = -613998.179988
  nChanged 5
		SP:Iteration 25Q (25488.210000 sec): 3 clusters
  Score: Raw -616816.222483 + Penalty 2817.275482 = -613998.947001
  nChanged 4
		SP:Iteration 26Q (25488.400000 sec): 3 clusters
  Score: Raw -616816.880298 + Penalty 2817.275482 = -613999.604816
  nChanged 2
		SP:Iteration 27Q (25488.640000 sec): 3 clusters
  Score: Raw -616817.094674 + Penalty 2817.275482 = -613999.819193
  nChanged 0
		SP:Iteration 28F (25488.840000 sec): 3 clusters
  Score: Raw -616817.094674 + Penalty 2817.275482 = -613999.819193
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25488.950000 sec): 2 clusters
  Score: Raw -487954.641595 + Penalty 1379.629473 = -486575.012122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25489.200000 sec): 3 clusters
  Score: Raw -485480.075454 + Penalty 2759.258945 = -482720.816509
  nChanged 1927
		SP:Iteration 1F (25489.410000 sec): 3 clusters
  Score: Raw -486721.049072 + Penalty 2759.258945 = -483961.790127
  nChanged 438
		SP:Iteration 2F (25489.590000 sec): 3 clusters
  Score: Raw -487053.732487 + Penalty 2759.258945 = -484294.473542
  nChanged 354
		SP:Iteration 3F (25489.820000 sec): 3 clusters
  Score: Raw -487344.407543 + Penalty 2759.258945 = -484585.148598
  nChanged 300
		SP:Iteration 4F (25490.020000 sec): 3 clusters
  Score: Raw -487541.559121 + Penalty 2759.258945 = -484782.300176
  nChanged 220
		SP:Iteration 5Q (25490.190000 sec): 3 clusters
  Score: Raw -487697.313206 + Penalty 2759.258945 = -484938.054261
  nChanged 193
		SP:Iteration 6Q (25490.400000 sec): 3 clusters
  Score: Raw -487821.739674 + Penalty 2759.258945 = -485062.480729
  nChanged 146
		SP:Iteration 7Q (25490.650000 sec): 3 clusters
  Score: Raw -487908.253737 + Penalty 2759.258945 = -485148.994792
  nChanged 126
		SP:Iteration 8Q (25490.860000 sec): 3 clusters
  Score: Raw -487976.921792 + Penalty 2759.258945 = -485217.662847
  nChanged 100
		SP:Iteration 9Q (25491.060000 sec): 3 clusters
  Score: Raw -488031.118866 + Penalty 2759.258945 = -485271.859921
  nChanged 95
		SP:Iteration 10Q (25491.260000 sec): 3 clusters
  Score: Raw -488084.356328 + Penalty 2759.258945 = -485325.097383
  nChanged 78
		SP:Iteration 11Q (25491.450000 sec): 3 clusters
  Score: Raw -488128.626716 + Penalty 2759.258945 = -485369.367771
  nChanged 81
		SP:Iteration 12Q (25491.620000 sec): 3 clusters
  Score: Raw -488167.200058 + Penalty 2759.258945 = -485407.941113
  nChanged 69
		SP:Iteration 13Q (25491.810000 sec): 3 clusters
  Score: Raw -488199.085250 + Penalty 2759.258945 = -485439.826305
  nChanged 52
		SP:Iteration 14Q (25492.020000 sec): 3 clusters
  Score: Raw -488224.090613 + Penalty 2759.258945 = -485464.831668
  nChanged 49
		SP:Iteration 15Q (25492.180000 sec): 3 clusters
  Score: Raw -488246.624524 + Penalty 2759.258945 = -485487.365579
  nChanged 38
		SP:Iteration 16Q (25492.390000 sec): 3 clusters
  Score: Raw -488262.781434 + Penalty 2759.258945 = -485503.522489
  nChanged 27
		SP:Iteration 17Q (25492.580000 sec): 3 clusters
  Score: Raw -488273.665231 + Penalty 2759.258945 = -485514.406286
  nChanged 23
		SP:Iteration 18Q (25492.770000 sec): 3 clusters
  Score: Raw -488282.063284 + Penalty 2759.258945 = -485522.804339
  nChanged 14
		SP:Iteration 19Q (25492.960000 sec): 3 clusters
  Score: Raw -488285.350397 + Penalty 2759.258945 = -485526.091452
  nChanged 10
		SP:Iteration 20F (25493.180000 sec): 3 clusters
  Score: Raw -488289.073764 + Penalty 2759.258945 = -485529.814819
  nChanged 15
		SP:Iteration 21Q (25493.360000 sec): 3 clusters
  Score: Raw -488294.451231 + Penalty 2759.258945 = -485535.192286
  nChanged 13
		SP:Iteration 22Q (25493.540000 sec): 3 clusters
  Score: Raw -488297.661734 + Penalty 2759.258945 = -485538.402789
  nChanged 9
		SP:Iteration 23Q (25493.730000 sec): 3 clusters
  Score: Raw -488299.489310 + Penalty 2759.258945 = -485540.230365
  nChanged 9
		SP:Iteration 24Q (25493.930000 sec): 3 clusters
  Score: Raw -488301.563500 + Penalty 2759.258945 = -485542.304554
  nChanged 5
		SP:Iteration 25Q (25494.100000 sec): 3 clusters
  Score: Raw -488302.408678 + Penalty 2759.258945 = -485543.149733
  nChanged 4
		SP:Iteration 26Q (25494.340000 sec): 3 clusters
  Score: Raw -488303.542468 + Penalty 2759.258945 = -485544.283523
  nChanged 3
		SP:Iteration 27Q (25494.540000 sec): 3 clusters
  Score: Raw -488304.199020 + Penalty 2759.258945 = -485544.940075
  nChanged 3
		SP:Iteration 28Q (25494.740000 sec): 3 clusters
  Score: Raw -488304.898458 + Penalty 2759.258945 = -485545.639513
  nChanged 3
		SP:Iteration 29Q (25494.930000 sec): 3 clusters
  Score: Raw -488305.409147 + Penalty 2759.258945 = -485546.150202
  nChanged 3
		SP:Iteration 30Q (25495.120000 sec): 3 clusters
  Score: Raw -488306.210704 + Penalty 2759.258945 = -485546.951758
  nChanged 1
		SP:Iteration 31Q (25495.330000 sec): 3 clusters
  Score: Raw -488306.426816 + Penalty 2759.258945 = -485547.167871
  nChanged 1
		SP:Iteration 32Q (25495.500000 sec): 3 clusters
  Score: Raw -488306.701711 + Penalty 2759.258945 = -485547.442766
  nChanged 1
		SP:Iteration 33Q (25495.700000 sec): 3 clusters
  Score: Raw -488306.897055 + Penalty 2759.258945 = -485547.638109
  nChanged 2
		SP:Iteration 34Q (25495.890000 sec): 3 clusters
  Score: Raw -488307.203956 + Penalty 2759.258945 = -485547.945011
  nChanged 2
		SP:Iteration 35Q (25496.120000 sec): 3 clusters
  Score: Raw -488307.505779 + Penalty 2759.258945 = -485548.246834
  nChanged 2
		SP:Iteration 36Q (25496.300000 sec): 3 clusters
  Score: Raw -488307.939812 + Penalty 2759.258945 = -485548.680867
  nChanged 5
		SP:Iteration 37Q (25496.510000 sec): 3 clusters
  Score: Raw -488309.825795 + Penalty 2759.258945 = -485550.566850
  nChanged 4
		SP:Iteration 38Q (25496.720000 sec): 3 clusters
  Score: Raw -488310.578978 + Penalty 2759.258945 = -485551.320033
  nChanged 5
		SP:Iteration 39Q (25496.930000 sec): 3 clusters
  Score: Raw -488311.841519 + Penalty 2759.258945 = -485552.582574
  nChanged 9
		SP:Iteration 40F (25497.110000 sec): 3 clusters
  Score: Raw -488314.028568 + Penalty 2759.258945 = -485554.769623
  nChanged 8
		SP:Iteration 41Q (25497.290000 sec): 3 clusters
  Score: Raw -488315.834826 + Penalty 2759.258945 = -485556.575881
  nChanged 9
		SP:Iteration 42Q (25497.520000 sec): 3 clusters
  Score: Raw -488317.575618 + Penalty 2759.258945 = -485558.316673
  nChanged 5
		SP:Iteration 43Q (25497.710000 sec): 3 clusters
  Score: Raw -488318.963841 + Penalty 2759.258945 = -485559.704896
  nChanged 9
		SP:Iteration 44Q (25497.900000 sec): 3 clusters
  Score: Raw -488320.830786 + Penalty 2759.258945 = -485561.571841
  nChanged 4
		SP:Iteration 45Q (25498.120000 sec): 3 clusters
  Score: Raw -488321.896035 + Penalty 2759.258945 = -485562.637090
  nChanged 3
		SP:Iteration 46Q (25498.310000 sec): 3 clusters
  Score: Raw -488322.363032 + Penalty 2759.258945 = -485563.104087
  nChanged 1
		SP:Iteration 47Q (25498.500000 sec): 3 clusters
  Score: Raw -488322.480348 + Penalty 2759.258945 = -485563.221403
  nChanged 1
		SP:Iteration 48Q (25498.700000 sec): 3 clusters
  Score: Raw -488322.858376 + Penalty 2759.258945 = -485563.599431
  nChanged 0
		SP:Iteration 49F (25498.900000 sec): 3 clusters
  Score: Raw -488322.858376 + Penalty 2759.258945 = -485563.599431
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25499.040000 sec): 2 clusters
  Score: Raw -447631.990707 + Penalty 1358.473574 = -446273.517132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25499.220000 sec): 3 clusters
  Score: Raw -445460.470780 + Penalty 2716.947149 = -442743.523632
  nChanged 1677
		SP:Iteration 1F (25499.370000 sec): 3 clusters
  Score: Raw -446550.918258 + Penalty 2716.947149 = -443833.971110
  nChanged 407
		SP:Iteration 2F (25499.580000 sec): 3 clusters
  Score: Raw -446895.884018 + Penalty 2716.947149 = -444178.936870
  nChanged 316
		SP:Iteration 3F (25499.790000 sec): 3 clusters
  Score: Raw -447133.837510 + Penalty 2716.947149 = -444416.890361
  nChanged 242
		SP:Iteration 4F (25499.960000 sec): 3 clusters
  Score: Raw -447328.916112 + Penalty 2716.947149 = -444611.968963
  nChanged 223
		SP:Iteration 5F (25500.160000 sec): 3 clusters
  Score: Raw -447529.357874 + Penalty 2716.947149 = -444812.410725
  nChanged 179
		SP:Iteration 6Q (25500.370000 sec): 3 clusters
  Score: Raw -447654.435582 + Penalty 2716.947149 = -444937.488433
  nChanged 124
		SP:Iteration 7Q (25500.580000 sec): 3 clusters
  Score: Raw -447738.505537 + Penalty 2716.947149 = -445021.558388
  nChanged 102
		SP:Iteration 8Q (25500.730000 sec): 3 clusters
  Score: Raw -447805.906616 + Penalty 2716.947149 = -445088.959467
  nChanged 84
		SP:Iteration 9Q (25500.900000 sec): 3 clusters
  Score: Raw -447870.016876 + Penalty 2716.947149 = -445153.069727
  nChanged 79
		SP:Iteration 10Q (25501.060000 sec): 3 clusters
  Score: Raw -447928.852060 + Penalty 2716.947149 = -445211.904912
  nChanged 77
		SP:Iteration 11Q (25501.220000 sec): 3 clusters
  Score: Raw -447998.205957 + Penalty 2716.947149 = -445281.258808
  nChanged 79
		SP:Iteration 12Q (25501.400000 sec): 3 clusters
  Score: Raw -448060.238455 + Penalty 2716.947149 = -445343.291306
  nChanged 72
		SP:Iteration 13Q (25501.600000 sec): 3 clusters
  Score: Raw -448108.971108 + Penalty 2716.947149 = -445392.023960
  nChanged 54
		SP:Iteration 14Q (25501.790000 sec): 3 clusters
  Score: Raw -448142.959744 + Penalty 2716.947149 = -445426.012595
  nChanged 53
		SP:Iteration 15Q (25501.970000 sec): 3 clusters
  Score: Raw -448168.314308 + Penalty 2716.947149 = -445451.367160
  nChanged 38
		SP:Iteration 16Q (25502.160000 sec): 3 clusters
  Score: Raw -448185.165812 + Penalty 2716.947149 = -445468.218663
  nChanged 28
		SP:Iteration 17Q (25502.370000 sec): 3 clusters
  Score: Raw -448200.327280 + Penalty 2716.947149 = -445483.380131
  nChanged 29
		SP:Iteration 18Q (25502.540000 sec): 3 clusters
  Score: Raw -448212.274678 + Penalty 2716.947149 = -445495.327530
  nChanged 29
		SP:Iteration 19Q (25502.760000 sec): 3 clusters
  Score: Raw -448222.008898 + Penalty 2716.947149 = -445505.061749
  nChanged 20
		SP:Iteration 20F (25502.910000 sec): 3 clusters
  Score: Raw -448230.813972 + Penalty 2716.947149 = -445513.866823
  nChanged 23
		SP:Iteration 21Q (25503.090000 sec): 3 clusters
  Score: Raw -448240.145919 + Penalty 2716.947149 = -445523.198770
  nChanged 16
		SP:Iteration 22Q (25503.300000 sec): 3 clusters
  Score: Raw -448246.355096 + Penalty 2716.947149 = -445529.407947
  nChanged 18
		SP:Iteration 23Q (25503.460000 sec): 3 clusters
  Score: Raw -448253.611159 + Penalty 2716.947149 = -445536.664011
  nChanged 16
		SP:Iteration 24Q (25503.680000 sec): 3 clusters
  Score: Raw -448259.275120 + Penalty 2716.947149 = -445542.327972
  nChanged 10
		SP:Iteration 25Q (25503.850000 sec): 3 clusters
  Score: Raw -448264.842914 + Penalty 2716.947149 = -445547.895765
  nChanged 14
		SP:Iteration 26Q (25504.020000 sec): 3 clusters
  Score: Raw -448271.269781 + Penalty 2716.947149 = -445554.322633
  nChanged 21
		SP:Iteration 27Q (25504.210000 sec): 3 clusters
  Score: Raw -448276.623752 + Penalty 2716.947149 = -445559.676604
  nChanged 15
		SP:Iteration 28Q (25504.420000 sec): 3 clusters
  Score: Raw -448280.369692 + Penalty 2716.947149 = -445563.422543
  nChanged 5
		SP:Iteration 29Q (25504.600000 sec): 3 clusters
  Score: Raw -448281.075612 + Penalty 2716.947149 = -445564.128463
  nChanged 2
		SP:Iteration 30Q (25504.790000 sec): 3 clusters
  Score: Raw -448281.397712 + Penalty 2716.947149 = -445564.450563
  nChanged 3
		SP:Iteration 31Q (25505.020000 sec): 3 clusters
  Score: Raw -448281.853739 + Penalty 2716.947149 = -445564.906590
  nChanged 1
		SP:Iteration 32Q (25505.200000 sec): 3 clusters
  Score: Raw -448282.057973 + Penalty 2716.947149 = -445565.110825
  nChanged 1
		SP:Iteration 33Q (25505.410000 sec): 3 clusters
  Score: Raw -448282.226288 + Penalty 2716.947149 = -445565.279140
  nChanged 2
		SP:Iteration 34Q (25505.570000 sec): 3 clusters
  Score: Raw -448282.879138 + Penalty 2716.947149 = -445565.931989
  nChanged 3
		SP:Iteration 35Q (25505.740000 sec): 3 clusters
  Score: Raw -448283.534135 + Penalty 2716.947149 = -445566.586986
  nChanged 1
		SP:Iteration 36Q (25505.890000 sec): 3 clusters
  Score: Raw -448284.191319 + Penalty 2716.947149 = -445567.244170
  nChanged 2
		SP:Iteration 37Q (25506.120000 sec): 3 clusters
  Score: Raw -448284.605322 + Penalty 2716.947149 = -445567.658173
  nChanged 1
		SP:Iteration 38Q (25506.290000 sec): 3 clusters
  Score: Raw -448285.246688 + Penalty 2716.947149 = -445568.299539
  nChanged 3
		SP:Iteration 39Q (25506.480000 sec): 3 clusters
  Score: Raw -448286.553226 + Penalty 2716.947149 = -445569.606078
  nChanged 4
		SP:Iteration 40F (25506.650000 sec): 3 clusters
  Score: Raw -448287.571393 + Penalty 2716.947149 = -445570.624244
  nChanged 6
		SP:Iteration 41Q (25506.850000 sec): 3 clusters
  Score: Raw -448289.411678 + Penalty 2716.947149 = -445572.464529
  nChanged 5
		SP:Iteration 42Q (25507.080000 sec): 3 clusters
  Score: Raw -448290.706529 + Penalty 2716.947149 = -445573.759380
  nChanged 4
		SP:Iteration 43Q (25507.250000 sec): 3 clusters
  Score: Raw -448292.364337 + Penalty 2716.947149 = -445575.417189
  nChanged 6
		SP:Iteration 44Q (25507.450000 sec): 3 clusters
  Score: Raw -448293.878051 + Penalty 2716.947149 = -445576.930902
  nChanged 5
		SP:Iteration 45Q (25507.660000 sec): 3 clusters
  Score: Raw -448295.176495 + Penalty 2716.947149 = -445578.229346
  nChanged 5
		SP:Iteration 46Q (25507.830000 sec): 3 clusters
  Score: Raw -448296.982946 + Penalty 2716.947149 = -445580.035797
  nChanged 7
		SP:Iteration 47Q (25508.030000 sec): 3 clusters
  Score: Raw -448298.229895 + Penalty 2716.947149 = -445581.282747
  nChanged 3
		SP:Iteration 48Q (25508.190000 sec): 3 clusters
  Score: Raw -448298.613057 + Penalty 2716.947149 = -445581.665908
  nChanged 3
		SP:Iteration 49Q (25508.390000 sec): 3 clusters
  Score: Raw -448299.180648 + Penalty 2716.947149 = -445582.233499
  nChanged 4
		SP:Iteration 50Q (25508.590000 sec): 3 clusters
  Score: Raw -448300.521051 + Penalty 2716.947149 = -445583.573902
  nChanged 5
		SP:Iteration 51Q (25508.760000 sec): 3 clusters
  Score: Raw -448302.180832 + Penalty 2716.947149 = -445585.233683
  nChanged 7
		SP:Iteration 52Q (25509.010000 sec): 3 clusters
  Score: Raw -448304.999007 + Penalty 2716.947149 = -445588.051858
  nChanged 6
		SP:Iteration 53Q (25509.150000 sec): 3 clusters
  Score: Raw -448306.620196 + Penalty 2716.947149 = -445589.673048
  nChanged 4
		SP:Iteration 54Q (25509.370000 sec): 3 clusters
  Score: Raw -448307.965088 + Penalty 2716.947149 = -445591.017939
  nChanged 2
		SP:Iteration 55Q (25509.560000 sec): 3 clusters
  Score: Raw -448308.622969 + Penalty 2716.947149 = -445591.675820
  nChanged 3
		SP:Iteration 56Q (25509.680000 sec): 3 clusters
  Score: Raw -448309.627731 + Penalty 2716.947149 = -445592.680583
  nChanged 3
		SP:Iteration 57Q (25509.830000 sec): 3 clusters
  Score: Raw -448310.275072 + Penalty 2716.947149 = -445593.327924
  nChanged 2
		SP:Iteration 58Q (25510.010000 sec): 3 clusters
  Score: Raw -448310.750863 + Penalty 2716.947149 = -445593.803714
  nChanged 3
		SP:Iteration 59Q (25510.230000 sec): 3 clusters
  Score: Raw -448311.299282 + Penalty 2716.947149 = -445594.352133
  nChanged 2
		SP:Iteration 60F (25510.430000 sec): 3 clusters
  Score: Raw -448311.479303 + Penalty 2716.947149 = -445594.532154
  nChanged 1
		SP:Iteration 61Q (25510.600000 sec): 3 clusters
  Score: Raw -448311.543280 + Penalty 2716.947149 = -445594.596131
  nChanged 0
		SP:Iteration 62F (25510.840000 sec): 3 clusters
  Score: Raw -448311.543280 + Penalty 2716.947149 = -445594.596131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25510.980000 sec): 2 clusters
  Score: Raw -686131.047711 + Penalty 1420.330719 = -684710.716992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25511.140000 sec): 3 clusters
  Score: Raw -682725.757353 + Penalty 2840.661437 = -679885.095916
  nChanged 2618
		SP:Iteration 1F (25511.340000 sec): 3 clusters
  Score: Raw -684179.819641 + Penalty 2840.661437 = -681339.158204
  nChanged 426
		SP:Iteration 2F (25511.540000 sec): 3 clusters
  Score: Raw -684387.834032 + Penalty 2840.661437 = -681547.172594
  nChanged 324
		SP:Iteration 3F (25511.710000 sec): 3 clusters
  Score: Raw -684555.062118 + Penalty 2840.661437 = -681714.400681
  nChanged 241
		SP:Iteration 4Q (25511.920000 sec): 3 clusters
  Score: Raw -684683.005658 + Penalty 2840.661437 = -681842.344220
  nChanged 252
		SP:Iteration 5Q (25512.120000 sec): 3 clusters
  Score: Raw -684809.232710 + Penalty 2840.661437 = -681968.571273
  nChanged 246
		SP:Iteration 6Q (25512.340000 sec): 3 clusters
  Score: Raw -684931.008743 + Penalty 2840.661437 = -682090.347306
  nChanged 244
		SP:Iteration 7Q (25512.530000 sec): 3 clusters
  Score: Raw -685069.985764 + Penalty 2840.661437 = -682229.324327
  nChanged 249
		SP:Iteration 8Q (25512.760000 sec): 3 clusters
  Score: Raw -685211.260074 + Penalty 2840.661437 = -682370.598637
  nChanged 235
		SP:Iteration 9Q (25512.940000 sec): 3 clusters
  Score: Raw -685354.125507 + Penalty 2840.661437 = -682513.464070
  nChanged 226
		SP:Iteration 10Q (25513.140000 sec): 3 clusters
  Score: Raw -685503.853712 + Penalty 2840.661437 = -682663.192275
  nChanged 207
		SP:Iteration 11Q (25513.330000 sec): 3 clusters
  Score: Raw -685653.759009 + Penalty 2840.661437 = -682813.097572
  nChanged 216
		SP:Iteration 12Q (25513.540000 sec): 3 clusters
  Score: Raw -685797.790294 + Penalty 2840.661437 = -682957.128856
  nChanged 195
		SP:Iteration 13Q (25513.740000 sec): 3 clusters
  Score: Raw -685919.802603 + Penalty 2840.661437 = -683079.141166
  nChanged 146
		SP:Iteration 14Q (25513.960000 sec): 3 clusters
  Score: Raw -686015.337324 + Penalty 2840.661437 = -683174.675887
  nChanged 131
		SP:Iteration 15Q (25514.150000 sec): 3 clusters
  Score: Raw -686087.528733 + Penalty 2840.661437 = -683246.867296
  nChanged 120
		SP:Iteration 16Q (25514.350000 sec): 3 clusters
  Score: Raw -686150.051930 + Penalty 2840.661437 = -683309.390493
  nChanged 97
		SP:Iteration 17Q (25514.570000 sec): 3 clusters
  Score: Raw -686202.792848 + Penalty 2840.661437 = -683362.131411
  nChanged 85
		SP:Iteration 18Q (25514.770000 sec): 3 clusters
  Score: Raw -686248.980265 + Penalty 2840.661437 = -683408.318828
  nChanged 81
		SP:Iteration 19Q (25514.970000 sec): 3 clusters
  Score: Raw -686294.128273 + Penalty 2840.661437 = -683453.466836
  nChanged 85
		SP:Iteration 20F (25515.140000 sec): 3 clusters
  Score: Raw -686344.807009 + Penalty 2840.661437 = -683504.145572
  nChanged 67
		SP:Iteration 21Q (25515.330000 sec): 3 clusters
  Score: Raw -686381.545725 + Penalty 2840.661437 = -683540.884288
  nChanged 65
		SP:Iteration 22Q (25515.540000 sec): 3 clusters
  Score: Raw -686421.922337 + Penalty 2840.661437 = -683581.260900
  nChanged 62
		SP:Iteration 23Q (25515.800000 sec): 3 clusters
  Score: Raw -686449.526933 + Penalty 2840.661437 = -683608.865496
  nChanged 38
		SP:Iteration 24Q (25515.960000 sec): 3 clusters
  Score: Raw -686461.622195 + Penalty 2840.661437 = -683620.960757
  nChanged 22
		SP:Iteration 25Q (25516.160000 sec): 3 clusters
  Score: Raw -686466.497605 + Penalty 2840.661437 = -683625.836168
  nChanged 15
		SP:Iteration 26Q (25516.340000 sec): 3 clusters
  Score: Raw -686470.695664 + Penalty 2840.661437 = -683630.034227
  nChanged 14
		SP:Iteration 27Q (25516.550000 sec): 3 clusters
  Score: Raw -686473.319069 + Penalty 2840.661437 = -683632.657632
  nChanged 10
		SP:Iteration 28Q (25516.740000 sec): 3 clusters
  Score: Raw -686475.653528 + Penalty 2840.661437 = -683634.992091
  nChanged 10
		SP:Iteration 29Q (25516.960000 sec): 3 clusters
  Score: Raw -686477.607932 + Penalty 2840.661437 = -683636.946495
  nChanged 5
		SP:Iteration 30Q (25517.170000 sec): 3 clusters
  Score: Raw -686478.407781 + Penalty 2840.661437 = -683637.746344
  nChanged 5
		SP:Iteration 31Q (25517.390000 sec): 3 clusters
  Score: Raw -686479.532861 + Penalty 2840.661437 = -683638.871424
  nChanged 4
		SP:Iteration 32Q (25517.590000 sec): 3 clusters
  Score: Raw -686480.377117 + Penalty 2840.661437 = -683639.715680
  nChanged 8
		SP:Iteration 33Q (25517.780000 sec): 3 clusters
  Score: Raw -686481.712637 + Penalty 2840.661437 = -683641.051199
  nChanged 6
		SP:Iteration 34Q (25517.950000 sec): 3 clusters
  Score: Raw -686482.517907 + Penalty 2840.661437 = -683641.856470
  nChanged 3
		SP:Iteration 35Q (25518.130000 sec): 3 clusters
  Score: Raw -686482.775326 + Penalty 2840.661437 = -683642.113889
  nChanged 1
		SP:Iteration 36Q (25518.370000 sec): 3 clusters
  Score: Raw -686482.821956 + Penalty 2840.661437 = -683642.160519
  nChanged 1
		SP:Iteration 37Q (25518.570000 sec): 3 clusters
  Score: Raw -686482.896460 + Penalty 2840.661437 = -683642.235023
  nChanged 0
		SP:Iteration 38F (25518.790000 sec): 3 clusters
  Score: Raw -686482.896460 + Penalty 2840.661437 = -683642.235023
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25518.910000 sec): 2 clusters
  Score: Raw -318979.819759 + Penalty 1318.431829 = -317661.387930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25519.070000 sec): 3 clusters
  Score: Raw -317432.147311 + Penalty 2636.863658 = -314795.283653
  nChanged 1306
		SP:Iteration 1F (25519.250000 sec): 3 clusters
  Score: Raw -318375.758168 + Penalty 2636.863658 = -315738.894510
  nChanged 340
		SP:Iteration 2F (25519.470000 sec): 3 clusters
  Score: Raw -318662.112169 + Penalty 2636.863658 = -316025.248511
  nChanged 201
		SP:Iteration 3F (25519.610000 sec): 3 clusters
  Score: Raw -318814.325817 + Penalty 2636.863658 = -316177.462159
  nChanged 170
		SP:Iteration 4F (25519.830000 sec): 3 clusters
  Score: Raw -318974.024423 + Penalty 2636.863658 = -316337.160765
  nChanged 157
		SP:Iteration 5Q (25519.990000 sec): 3 clusters
  Score: Raw -319116.827738 + Penalty 2636.863658 = -316479.964080
  nChanged 134
		SP:Iteration 6Q (25520.180000 sec): 3 clusters
  Score: Raw -319268.847853 + Penalty 2636.863658 = -316631.984195
  nChanged 116
		SP:Iteration 7Q (25520.410000 sec): 3 clusters
  Score: Raw -319394.117622 + Penalty 2636.863658 = -316757.253964
  nChanged 128
		SP:Iteration 8Q (25520.570000 sec): 3 clusters
  Score: Raw -319509.719231 + Penalty 2636.863658 = -316872.855573
  nChanged 108
		SP:Iteration 9Q (25520.760000 sec): 3 clusters
  Score: Raw -319621.187116 + Penalty 2636.863658 = -316984.323458
  nChanged 89
		SP:Iteration 10Q (25520.970000 sec): 3 clusters
  Score: Raw -319718.045652 + Penalty 2636.863658 = -317081.181994
  nChanged 69
		SP:Iteration 11Q (25521.100000 sec): 3 clusters
  Score: Raw -319792.513827 + Penalty 2636.863658 = -317155.650169
  nChanged 67
		SP:Iteration 12Q (25521.300000 sec): 3 clusters
  Score: Raw -319861.933967 + Penalty 2636.863658 = -317225.070309
  nChanged 41
		SP:Iteration 13Q (25521.540000 sec): 3 clusters
  Score: Raw -319884.855579 + Penalty 2636.863658 = -317247.991921
  nChanged 22
		SP:Iteration 14Q (25521.750000 sec): 3 clusters
  Score: Raw -319895.103299 + Penalty 2636.863658 = -317258.239641
  nChanged 17
		SP:Iteration 15Q (25521.950000 sec): 3 clusters
  Score: Raw -319904.640824 + Penalty 2636.863658 = -317267.777166
  nChanged 17
		SP:Iteration 16Q (25522.160000 sec): 3 clusters
  Score: Raw -319913.627890 + Penalty 2636.863658 = -317276.764232
  nChanged 14
		SP:Iteration 17Q (25522.330000 sec): 3 clusters
  Score: Raw -319921.880974 + Penalty 2636.863658 = -317285.017316
  nChanged 12
		SP:Iteration 18Q (25522.540000 sec): 3 clusters
  Score: Raw -319926.687462 + Penalty 2636.863658 = -317289.823804
  nChanged 6
		SP:Iteration 19Q (25522.700000 sec): 3 clusters
  Score: Raw -319929.719777 + Penalty 2636.863658 = -317292.856119
  nChanged 6
		SP:Iteration 20F (25522.860000 sec): 3 clusters
  Score: Raw -319933.373335 + Penalty 2636.863658 = -317296.509677
  nChanged 6
		SP:Iteration 21Q (25523.070000 sec): 3 clusters
  Score: Raw -319937.677425 + Penalty 2636.863658 = -317300.813767
  nChanged 9
		SP:Iteration 22Q (25523.220000 sec): 3 clusters
  Score: Raw -319940.792202 + Penalty 2636.863658 = -317303.928544
  nChanged 4
		SP:Iteration 23Q (25523.450000 sec): 3 clusters
  Score: Raw -319943.031220 + Penalty 2636.863658 = -317306.167562
  nChanged 7
		SP:Iteration 24Q (25523.610000 sec): 3 clusters
  Score: Raw -319947.485957 + Penalty 2636.863658 = -317310.622299
  nChanged 7
		SP:Iteration 25Q (25523.810000 sec): 3 clusters
  Score: Raw -319952.626274 + Penalty 2636.863658 = -317315.762616
  nChanged 6
		SP:Iteration 26Q (25524.010000 sec): 3 clusters
  Score: Raw -319954.572357 + Penalty 2636.863658 = -317317.708699
  nChanged 4
		SP:Iteration 27Q (25524.170000 sec): 3 clusters
  Score: Raw -319956.588950 + Penalty 2636.863658 = -317319.725292
  nChanged 6
		SP:Iteration 28Q (25524.330000 sec): 3 clusters
  Score: Raw -319960.486293 + Penalty 2636.863658 = -317323.622635
  nChanged 8
		SP:Iteration 29Q (25524.540000 sec): 3 clusters
  Score: Raw -319965.098496 + Penalty 2636.863658 = -317328.234838
  nChanged 8
		SP:Iteration 30Q (25524.720000 sec): 3 clusters
  Score: Raw -319970.643647 + Penalty 2636.863658 = -317333.779989
  nChanged 6
		SP:Iteration 31Q (25524.910000 sec): 3 clusters
  Score: Raw -319975.865925 + Penalty 2636.863658 = -317339.002267
  nChanged 9
		SP:Iteration 32Q (25525.120000 sec): 3 clusters
  Score: Raw -319981.973675 + Penalty 2636.863658 = -317345.110017
  nChanged 10
		SP:Iteration 33Q (25525.300000 sec): 3 clusters
  Score: Raw -319986.064561 + Penalty 2636.863658 = -317349.200903
  nChanged 7
		SP:Iteration 34Q (25525.490000 sec): 3 clusters
  Score: Raw -319989.126131 + Penalty 2636.863658 = -317352.262473
  nChanged 7
		SP:Iteration 35Q (25525.650000 sec): 3 clusters
  Score: Raw -319992.639083 + Penalty 2636.863658 = -317355.775425
  nChanged 6
		SP:Iteration 36Q (25525.840000 sec): 3 clusters
  Score: Raw -319994.924279 + Penalty 2636.863658 = -317358.060621
  nChanged 5
		SP:Iteration 37Q (25526.010000 sec): 3 clusters
  Score: Raw -319996.355815 + Penalty 2636.863658 = -317359.492157
  nChanged 5
		SP:Iteration 38Q (25526.220000 sec): 3 clusters
  Score: Raw -319999.085948 + Penalty 2636.863658 = -317362.222290
  nChanged 5
		SP:Iteration 39Q (25526.410000 sec): 3 clusters
  Score: Raw -320001.084769 + Penalty 2636.863658 = -317364.221111
  nChanged 2
		SP:Iteration 40F (25526.570000 sec): 3 clusters
  Score: Raw -320002.643225 + Penalty 2636.863658 = -317365.779567
  nChanged 2
		SP:Iteration 41Q (25526.770000 sec): 3 clusters
  Score: Raw -320003.059522 + Penalty 2636.863658 = -317366.195864
  nChanged 0
		SP:Iteration 42F (25526.910000 sec): 3 clusters
  Score: Raw -320003.059522 + Penalty 2636.863658 = -317366.195864
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25527.040000 sec): 2 clusters
  Score: Raw -278748.982796 + Penalty 1280.937484 = -277468.045313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25527.240000 sec): 3 clusters
  Score: Raw -277572.715578 + Penalty 2561.874967 = -275010.840611
  nChanged 980
		SP:Iteration 1F (25527.380000 sec): 3 clusters
  Score: Raw -278186.541483 + Penalty 2561.874967 = -275624.666516
  nChanged 203
		SP:Iteration 2F (25527.560000 sec): 3 clusters
  Score: Raw -278310.018996 + Penalty 2561.874967 = -275748.144029
  nChanged 131
		SP:Iteration 3Q (25527.720000 sec): 3 clusters
  Score: Raw -278393.715165 + Penalty 2561.874967 = -275831.840198
  nChanged 98
		SP:Iteration 4Q (25527.930000 sec): 3 clusters
  Score: Raw -278458.722484 + Penalty 2561.874967 = -275896.847517
  nChanged 78
		SP:Iteration 5Q (25528.090000 sec): 3 clusters
  Score: Raw -278510.268815 + Penalty 2561.874967 = -275948.393848
  nChanged 76
		SP:Iteration 6Q (25528.280000 sec): 3 clusters
  Score: Raw -278556.502191 + Penalty 2561.874967 = -275994.627224
  nChanged 75
		SP:Iteration 7Q (25528.460000 sec): 3 clusters
  Score: Raw -278606.953432 + Penalty 2561.874967 = -276045.078465
  nChanged 83
		SP:Iteration 8Q (25528.630000 sec): 3 clusters
  Score: Raw -278661.142478 + Penalty 2561.874967 = -276099.267511
  nChanged 69
		SP:Iteration 9Q (25528.820000 sec): 3 clusters
  Score: Raw -278704.045776 + Penalty 2561.874967 = -276142.170809
  nChanged 60
		SP:Iteration 10Q (25529.010000 sec): 3 clusters
  Score: Raw -278741.835089 + Penalty 2561.874967 = -276179.960122
  nChanged 58
		SP:Iteration 11Q (25529.190000 sec): 3 clusters
  Score: Raw -278783.257673 + Penalty 2561.874967 = -276221.382706
  nChanged 63
		SP:Iteration 12Q (25529.350000 sec): 3 clusters
  Score: Raw -278822.230480 + Penalty 2561.874967 = -276260.355513
  nChanged 51
		SP:Iteration 13Q (25529.510000 sec): 3 clusters
  Score: Raw -278854.046405 + Penalty 2561.874967 = -276292.171438
  nChanged 35
		SP:Iteration 14Q (25529.700000 sec): 3 clusters
  Score: Raw -278876.527766 + Penalty 2561.874967 = -276314.652799
  nChanged 40
		SP:Iteration 15Q (25529.880000 sec): 3 clusters
  Score: Raw -278904.156419 + Penalty 2561.874967 = -276342.281452
  nChanged 35
		SP:Iteration 16Q (25530.040000 sec): 3 clusters
  Score: Raw -278925.952805 + Penalty 2561.874967 = -276364.077838
  nChanged 23
		SP:Iteration 17Q (25530.180000 sec): 3 clusters
  Score: Raw -278939.344641 + Penalty 2561.874967 = -276377.469674
  nChanged 14
		SP:Iteration 18Q (25530.370000 sec): 3 clusters
  Score: Raw -278946.395689 + Penalty 2561.874967 = -276384.520722
  nChanged 10
		SP:Iteration 19Q (25530.580000 sec): 3 clusters
  Score: Raw -278952.684131 + Penalty 2561.874967 = -276390.809163
  nChanged 9
		SP:Iteration 20F (25530.770000 sec): 3 clusters
  Score: Raw -278955.443759 + Penalty 2561.874967 = -276393.568792
  nChanged 8
		SP:Iteration 21Q (25530.910000 sec): 3 clusters
  Score: Raw -278958.723055 + Penalty 2561.874967 = -276396.848088
  nChanged 9
		SP:Iteration 22Q (25531.120000 sec): 3 clusters
  Score: Raw -278962.216292 + Penalty 2561.874967 = -276400.341325
  nChanged 3
		SP:Iteration 23Q (25531.290000 sec): 3 clusters
  Score: Raw -278963.555882 + Penalty 2561.874967 = -276401.680915
  nChanged 1
		SP:Iteration 24Q (25531.470000 sec): 3 clusters
  Score: Raw -278963.934804 + Penalty 2561.874967 = -276402.059837
  nChanged 2
		SP:Iteration 25Q (25531.630000 sec): 3 clusters
  Score: Raw -278964.952417 + Penalty 2561.874967 = -276403.077450
  nChanged 4
		SP:Iteration 26Q (25531.820000 sec): 3 clusters
  Score: Raw -278966.722866 + Penalty 2561.874967 = -276404.847899
  nChanged 4
		SP:Iteration 27Q (25532.000000 sec): 3 clusters
  Score: Raw -278969.264027 + Penalty 2561.874967 = -276407.389060
  nChanged 3
		SP:Iteration 28Q (25532.170000 sec): 3 clusters
  Score: Raw -278970.452603 + Penalty 2561.874967 = -276408.577636
  nChanged 6
		SP:Iteration 29Q (25532.340000 sec): 3 clusters
  Score: Raw -278973.673866 + Penalty 2561.874967 = -276411.798899
  nChanged 4
		SP:Iteration 30Q (25532.550000 sec): 3 clusters
  Score: Raw -278976.125776 + Penalty 2561.874967 = -276414.250809
  nChanged 6
		SP:Iteration 31Q (25532.720000 sec): 3 clusters
  Score: Raw -278979.975925 + Penalty 2561.874967 = -276418.100958
  nChanged 4
		SP:Iteration 32Q (25532.920000 sec): 3 clusters
  Score: Raw -278981.361460 + Penalty 2561.874967 = -276419.486493
  nChanged 1
		SP:Iteration 33Q (25533.100000 sec): 3 clusters
  Score: Raw -278982.005097 + Penalty 2561.874967 = -276420.130130
  nChanged 2
		SP:Iteration 34Q (25533.290000 sec): 3 clusters
  Score: Raw -278982.763489 + Penalty 2561.874967 = -276420.888522
  nChanged 1
		SP:Iteration 35Q (25533.450000 sec): 3 clusters
  Score: Raw -278983.117874 + Penalty 2561.874967 = -276421.242907
  nChanged 0
		SP:Iteration 36F (25533.600000 sec): 3 clusters
  Score: Raw -278983.117874 + Penalty 2561.874967 = -276421.242907
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25533.710000 sec): 2 clusters
  Score: Raw -83387.326994 + Penalty 1093.402150 = -82293.924844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25533.910000 sec): 3 clusters
  Score: Raw -83204.864145 + Penalty 2186.804299 = -81018.059845
  nChanged 265
		SP:Iteration 1F (25534.060000 sec): 3 clusters
  Score: Raw -83502.286281 + Penalty 2186.804299 = -81315.481981
  nChanged 58
		SP:Iteration 2F (25534.240000 sec): 3 clusters
  Score: Raw -83607.982697 + Penalty 2186.804299 = -81421.178398
  nChanged 41
		SP:Iteration 3Q (25534.420000 sec): 3 clusters
  Score: Raw -83660.841794 + Penalty 2186.804299 = -81474.037495
  nChanged 39
		SP:Iteration 4Q (25534.590000 sec): 3 clusters
  Score: Raw -83719.438252 + Penalty 2186.804299 = -81532.633953
  nChanged 46
		SP:Iteration 5F (25534.750000 sec): 3 clusters
  Score: Raw -83845.145789 + Penalty 2186.804299 = -81658.341489
  nChanged 46
		SP:Iteration 6F (25534.930000 sec): 3 clusters
  Score: Raw -83985.673137 + Penalty 2186.804299 = -81798.868837
  nChanged 46
		SP:Iteration 7F (25535.090000 sec): 3 clusters
  Score: Raw -84134.173706 + Penalty 2186.804299 = -81947.369407
  nChanged 34
		SP:Iteration 8Q (25535.280000 sec): 3 clusters
  Score: Raw -84207.751081 + Penalty 2186.804299 = -82020.946782
  nChanged 20
		SP:Iteration 9Q (25535.470000 sec): 3 clusters
  Score: Raw -84239.467584 + Penalty 2186.804299 = -82052.663285
  nChanged 8
		SP:Iteration 10Q (25535.660000 sec): 3 clusters
  Score: Raw -84251.926750 + Penalty 2186.804299 = -82065.122451
  nChanged 4
		SP:Iteration 11Q (25535.890000 sec): 3 clusters
  Score: Raw -84258.316128 + Penalty 2186.804299 = -82071.511829
  nChanged 3
		SP:Iteration 12Q (25536.050000 sec): 3 clusters
  Score: Raw -84265.776642 + Penalty 2186.804299 = -82078.972343
  nChanged 4
		SP:Iteration 13Q (25536.230000 sec): 3 clusters
  Score: Raw -84271.169780 + Penalty 2186.804299 = -82084.365480
  nChanged 3
		SP:Iteration 14Q (25536.380000 sec): 3 clusters
  Score: Raw -84274.823525 + Penalty 2186.804299 = -82088.019225
  nChanged 0
		SP:Iteration 15F (25536.570000 sec): 3 clusters
  Score: Raw -84274.823525 + Penalty 2186.804299 = -82088.019225
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25536.710000 sec): 2 clusters
  Score: Raw -549061.664913 + Penalty 1383.816234 = -547677.848679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25536.870000 sec): 3 clusters
  Score: Raw -546503.817481 + Penalty 2767.632468 = -543736.185013
  nChanged 1980
		SP:Iteration 1F (25537.080000 sec): 3 clusters
  Score: Raw -547630.252946 + Penalty 2767.632468 = -544862.620478
  nChanged 368
		SP:Iteration 2F (25537.290000 sec): 3 clusters
  Score: Raw -547871.997654 + Penalty 2767.632468 = -545104.365185
  nChanged 324
		SP:Iteration 3F (25537.450000 sec): 3 clusters
  Score: Raw -548071.182955 + Penalty 2767.632468 = -545303.550487
  nChanged 272
		SP:Iteration 4F (25537.600000 sec): 3 clusters
  Score: Raw -548238.991196 + Penalty 2767.632468 = -545471.358728
  nChanged 256
		SP:Iteration 5F (25537.790000 sec): 3 clusters
  Score: Raw -548403.490033 + Penalty 2767.632468 = -545635.857564
  nChanged 213
		SP:Iteration 6Q (25538.020000 sec): 3 clusters
  Score: Raw -548532.495338 + Penalty 2767.632468 = -545764.862869
  nChanged 204
		SP:Iteration 7Q (25538.230000 sec): 3 clusters
  Score: Raw -548656.871010 + Penalty 2767.632468 = -545889.238542
  nChanged 192
		SP:Iteration 8Q (25538.390000 sec): 3 clusters
  Score: Raw -548761.692051 + Penalty 2767.632468 = -545994.059583
  nChanged 158
		SP:Iteration 9Q (25538.610000 sec): 3 clusters
  Score: Raw -548843.550053 + Penalty 2767.632468 = -546075.917585
  nChanged 136
		SP:Iteration 10Q (25538.830000 sec): 3 clusters
  Score: Raw -548905.078276 + Penalty 2767.632468 = -546137.445808
  nChanged 109
		SP:Iteration 11Q (25538.990000 sec): 3 clusters
  Score: Raw -548961.259641 + Penalty 2767.632468 = -546193.627172
  nChanged 115
		SP:Iteration 12Q (25539.210000 sec): 3 clusters
  Score: Raw -549018.573593 + Penalty 2767.632468 = -546250.941125
  nChanged 104
		SP:Iteration 13Q (25539.390000 sec): 3 clusters
  Score: Raw -549064.831163 + Penalty 2767.632468 = -546297.198695
  nChanged 86
		SP:Iteration 14Q (25539.580000 sec): 3 clusters
  Score: Raw -549105.602211 + Penalty 2767.632468 = -546337.969743
  nChanged 71
		SP:Iteration 15Q (25539.760000 sec): 3 clusters
  Score: Raw -549131.073790 + Penalty 2767.632468 = -546363.441322
  nChanged 66
		SP:Iteration 16Q (25539.980000 sec): 3 clusters
  Score: Raw -549157.352302 + Penalty 2767.632468 = -546389.719833
  nChanged 62
		SP:Iteration 17Q (25540.150000 sec): 3 clusters
  Score: Raw -549175.101626 + Penalty 2767.632468 = -546407.469158
  nChanged 37
		SP:Iteration 18Q (25540.330000 sec): 3 clusters
  Score: Raw -549188.075683 + Penalty 2767.632468 = -546420.443214
  nChanged 39
		SP:Iteration 19Q (25540.540000 sec): 3 clusters
  Score: Raw -549199.643101 + Penalty 2767.632468 = -546432.010633
  nChanged 28
		SP:Iteration 20F (25540.730000 sec): 3 clusters
  Score: Raw -549206.421224 + Penalty 2767.632468 = -546438.788755
  nChanged 19
		SP:Iteration 21Q (25540.940000 sec): 3 clusters
  Score: Raw -549211.219112 + Penalty 2767.632468 = -546443.586643
  nChanged 19
		SP:Iteration 22Q (25541.100000 sec): 3 clusters
  Score: Raw -549215.755995 + Penalty 2767.632468 = -546448.123527
  nChanged 16
		SP:Iteration 23Q (25541.270000 sec): 3 clusters
  Score: Raw -549219.947696 + Penalty 2767.632468 = -546452.315228
  nChanged 15
		SP:Iteration 24Q (25541.480000 sec): 3 clusters
  Score: Raw -549223.809613 + Penalty 2767.632468 = -546456.177144
  nChanged 14
		SP:Iteration 25Q (25541.670000 sec): 3 clusters
  Score: Raw -549226.768656 + Penalty 2767.632468 = -546459.136188
  nChanged 12
		SP:Iteration 26Q (25541.910000 sec): 3 clusters
  Score: Raw -549229.232450 + Penalty 2767.632468 = -546461.599982
  nChanged 6
		SP:Iteration 27Q (25542.110000 sec): 3 clusters
  Score: Raw -549230.726183 + Penalty 2767.632468 = -546463.093715
  nChanged 6
		SP:Iteration 28Q (25542.330000 sec): 3 clusters
  Score: Raw -549231.895676 + Penalty 2767.632468 = -546464.263207
  nChanged 5
		SP:Iteration 29Q (25542.480000 sec): 3 clusters
  Score: Raw -549232.877755 + Penalty 2767.632468 = -546465.245286
  nChanged 4
		SP:Iteration 30Q (25542.670000 sec): 3 clusters
  Score: Raw -549233.627223 + Penalty 2767.632468 = -546465.994754
  nChanged 2
		SP:Iteration 31Q (25542.890000 sec): 3 clusters
  Score: Raw -549233.850141 + Penalty 2767.632468 = -546466.217672
  nChanged 1
		SP:Iteration 32Q (25543.090000 sec): 3 clusters
  Score: Raw -549233.961473 + Penalty 2767.632468 = -546466.329005
  nChanged 1
		SP:Iteration 33Q (25543.310000 sec): 3 clusters
  Score: Raw -549234.200890 + Penalty 2767.632468 = -546466.568422
  nChanged 1
		SP:Iteration 34Q (25543.510000 sec): 3 clusters
  Score: Raw -549234.301076 + Penalty 2767.632468 = -546466.668607
  nChanged 0
		SP:Iteration 35F (25543.700000 sec): 3 clusters
  Score: Raw -549234.301076 + Penalty 2767.632468 = -546466.668607
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25543.830000 sec): 2 clusters
  Score: Raw -1072172.774390 + Penalty 1493.214870 = -1070679.559520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25544.100000 sec): 3 clusters
  Score: Raw -1066693.235437 + Penalty 2986.429740 = -1063706.805697
  nChanged 4157
		SP:Iteration 1F (25544.340000 sec): 3 clusters
  Score: Raw -1068843.980374 + Penalty 2986.429740 = -1065857.550633
  nChanged 579
		SP:Iteration 2F (25544.560000 sec): 3 clusters
  Score: Raw -1069074.181159 + Penalty 2986.429740 = -1066087.751419
  nChanged 465
		SP:Iteration 3Q (25544.800000 sec): 3 clusters
  Score: Raw -1069255.695210 + Penalty 2986.429740 = -1066269.265470
  nChanged 428
		SP:Iteration 4Q (25545.050000 sec): 3 clusters
  Score: Raw -1069437.620978 + Penalty 2986.429740 = -1066451.191238
  nChanged 414
		SP:Iteration 5Q (25545.270000 sec): 3 clusters
  Score: Raw -1069624.091147 + Penalty 2986.429740 = -1066637.661407
  nChanged 422
		SP:Iteration 6Q (25545.480000 sec): 3 clusters
  Score: Raw -1069835.659496 + Penalty 2986.429740 = -1066849.229756
  nChanged 457
		SP:Iteration 7Q (25545.700000 sec): 3 clusters
  Score: Raw -1070083.002649 + Penalty 2986.429740 = -1067096.572908
  nChanged 510
		SP:Iteration 8F (25545.910000 sec): 3 clusters
  Score: Raw -1070410.701388 + Penalty 2986.429740 = -1067424.271648
  nChanged 482
		SP:Iteration 9Q (25546.140000 sec): 3 clusters
  Score: Raw -1070738.843616 + Penalty 2986.429740 = -1067752.413876
  nChanged 424
		SP:Iteration 10Q (25546.360000 sec): 3 clusters
  Score: Raw -1071053.912827 + Penalty 2986.429740 = -1068067.483087
  nChanged 355
		SP:Iteration 11Q (25546.590000 sec): 3 clusters
  Score: Raw -1071324.363054 + Penalty 2986.429740 = -1068337.933314
  nChanged 278
		SP:Iteration 12Q (25546.780000 sec): 3 clusters
  Score: Raw -1071542.321593 + Penalty 2986.429740 = -1068555.891853
  nChanged 232
		SP:Iteration 13Q (25547.000000 sec): 3 clusters
  Score: Raw -1071706.486877 + Penalty 2986.429740 = -1068720.057137
  nChanged 196
		SP:Iteration 14Q (25547.220000 sec): 3 clusters
  Score: Raw -1071860.439645 + Penalty 2986.429740 = -1068874.009905
  nChanged 153
		SP:Iteration 15Q (25547.440000 sec): 3 clusters
  Score: Raw -1071968.443611 + Penalty 2986.429740 = -1068982.013871
  nChanged 120
		SP:Iteration 16Q (25547.660000 sec): 3 clusters
  Score: Raw -1072046.523954 + Penalty 2986.429740 = -1069060.094214
  nChanged 98
		SP:Iteration 17Q (25547.880000 sec): 3 clusters
  Score: Raw -1072124.121522 + Penalty 2986.429740 = -1069137.691782
  nChanged 79
		SP:Iteration 18Q (25548.050000 sec): 3 clusters
  Score: Raw -1072167.746583 + Penalty 2986.429740 = -1069181.316843
  nChanged 67
		SP:Iteration 19Q (25548.280000 sec): 3 clusters
  Score: Raw -1072202.676531 + Penalty 2986.429740 = -1069216.246791
  nChanged 45
		SP:Iteration 20F (25548.460000 sec): 3 clusters
  Score: Raw -1072229.679954 + Penalty 2986.429740 = -1069243.250214
  nChanged 41
		SP:Iteration 21Q (25548.710000 sec): 3 clusters
  Score: Raw -1072254.147060 + Penalty 2986.429740 = -1069267.717319
  nChanged 47
		SP:Iteration 22Q (25548.880000 sec): 3 clusters
  Score: Raw -1072282.214429 + Penalty 2986.429740 = -1069295.784688
  nChanged 34
		SP:Iteration 23Q (25549.120000 sec): 3 clusters
  Score: Raw -1072299.192263 + Penalty 2986.429740 = -1069312.762523
  nChanged 38
		SP:Iteration 24Q (25549.340000 sec): 3 clusters
  Score: Raw -1072314.362485 + Penalty 2986.429740 = -1069327.932745
  nChanged 20
		SP:Iteration 25Q (25549.520000 sec): 3 clusters
  Score: Raw -1072326.237571 + Penalty 2986.429740 = -1069339.807830
  nChanged 22
		SP:Iteration 26Q (25549.720000 sec): 3 clusters
  Score: Raw -1072336.722516 + Penalty 2986.429740 = -1069350.292776
  nChanged 20
		SP:Iteration 27Q (25549.930000 sec): 3 clusters
  Score: Raw -1072344.171593 + Penalty 2986.429740 = -1069357.741853
  nChanged 19
		SP:Iteration 28Q (25550.110000 sec): 3 clusters
  Score: Raw -1072352.806346 + Penalty 2986.429740 = -1069366.376605
  nChanged 19
		SP:Iteration 29Q (25550.320000 sec): 3 clusters
  Score: Raw -1072361.820959 + Penalty 2986.429740 = -1069375.391219
  nChanged 13
		SP:Iteration 30Q (25550.510000 sec): 3 clusters
  Score: Raw -1072369.256073 + Penalty 2986.429740 = -1069382.826333
  nChanged 16
		SP:Iteration 31Q (25550.740000 sec): 3 clusters
  Score: Raw -1072378.567503 + Penalty 2986.429740 = -1069392.137762
  nChanged 18
		SP:Iteration 32Q (25550.920000 sec): 3 clusters
  Score: Raw -1072387.197673 + Penalty 2986.429740 = -1069400.767933
  nChanged 12
		SP:Iteration 33Q (25551.100000 sec): 3 clusters
  Score: Raw -1072395.452511 + Penalty 2986.429740 = -1069409.022771
  nChanged 18
		SP:Iteration 34Q (25551.310000 sec): 3 clusters
  Score: Raw -1072404.673396 + Penalty 2986.429740 = -1069418.243656
  nChanged 10
		SP:Iteration 35Q (25551.530000 sec): 3 clusters
  Score: Raw -1072407.608012 + Penalty 2986.429740 = -1069421.178272
  nChanged 2
		SP:Iteration 36Q (25551.760000 sec): 3 clusters
  Score: Raw -1072408.157337 + Penalty 2986.429740 = -1069421.727596
  nChanged 0
		SP:Iteration 37F (25551.970000 sec): 3 clusters
  Score: Raw -1072408.157337 + Penalty 2986.429740 = -1069421.727596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25552.210000 sec): 2 clusters
  Score: Raw -3016621.363401 + Penalty 1660.313266 = -3014961.050135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25552.490000 sec): 3 clusters
  Score: Raw -2999671.635344 + Penalty 3320.626532 = -2996351.008813
  nChanged 12625
		SP:Iteration 1F (25552.800000 sec): 3 clusters
  Score: Raw -3007002.615190 + Penalty 3320.626532 = -3003681.988658
  nChanged 1333
		SP:Iteration 2Q (25553.130000 sec): 3 clusters
  Score: Raw -3007546.640236 + Penalty 3320.626532 = -3004226.013704
  nChanged 1351
		SP:Iteration 3Q (25553.440000 sec): 3 clusters
  Score: Raw -3008160.346359 + Penalty 3320.626532 = -3004839.719827
  nChanged 1396
		SP:Iteration 4F (25553.740000 sec): 3 clusters
  Score: Raw -3008863.092842 + Penalty 3320.626532 = -3005542.466311
  nChanged 1465
		SP:Iteration 5F (25554.050000 sec): 3 clusters
  Score: Raw -3009639.306236 + Penalty 3320.626532 = -3006318.679705
  nChanged 1439
		SP:Iteration 6F (25554.350000 sec): 3 clusters
  Score: Raw -3010404.539922 + Penalty 3320.626532 = -3007083.913390
  nChanged 1385
		SP:Iteration 7F (25554.650000 sec): 3 clusters
  Score: Raw -3011179.782225 + Penalty 3320.626532 = -3007859.155694
  nChanged 1363
		SP:Iteration 8Q (25555.000000 sec): 3 clusters
  Score: Raw -3011934.578043 + Penalty 3320.626532 = -3008613.951511
  nChanged 1223
		SP:Iteration 9Q (25555.300000 sec): 3 clusters
  Score: Raw -3012562.100758 + Penalty 3320.626532 = -3009241.474227
  nChanged 1010
		SP:Iteration 10Q (25555.540000 sec): 3 clusters
  Score: Raw -3013053.313469 + Penalty 3320.626532 = -3009732.686937
  nChanged 881
		SP:Iteration 11Q (25555.850000 sec): 3 clusters
  Score: Raw -3013446.807237 + Penalty 3320.626532 = -3010126.180705
  nChanged 734
		SP:Iteration 12Q (25556.160000 sec): 3 clusters
  Score: Raw -3013741.730296 + Penalty 3320.626532 = -3010421.103764
  nChanged 603
		SP:Iteration 13Q (25556.430000 sec): 3 clusters
  Score: Raw -3013953.133229 + Penalty 3320.626532 = -3010632.506697
  nChanged 511
		SP:Iteration 14Q (25556.690000 sec): 3 clusters
  Score: Raw -3014113.520335 + Penalty 3320.626532 = -3010792.893803
  nChanged 419
		SP:Iteration 15Q (25557.020000 sec): 3 clusters
  Score: Raw -3014227.171549 + Penalty 3320.626532 = -3010906.545018
  nChanged 368
		SP:Iteration 16Q (25557.330000 sec): 3 clusters
  Score: Raw -3014318.894419 + Penalty 3320.626532 = -3010998.267888
  nChanged 321
		SP:Iteration 17Q (25557.600000 sec): 3 clusters
  Score: Raw -3014396.149172 + Penalty 3320.626532 = -3011075.522640
  nChanged 304
		SP:Iteration 18Q (25557.870000 sec): 3 clusters
  Score: Raw -3014466.687142 + Penalty 3320.626532 = -3011146.060611
  nChanged 274
		SP:Iteration 19Q (25558.200000 sec): 3 clusters
  Score: Raw -3014522.717568 + Penalty 3320.626532 = -3011202.091037
  nChanged 227
		SP:Iteration 20F (25558.490000 sec): 3 clusters
  Score: Raw -3014570.402038 + Penalty 3320.626532 = -3011249.775506
  nChanged 235
		SP:Iteration 21Q (25558.810000 sec): 3 clusters
  Score: Raw -3014614.989086 + Penalty 3320.626532 = -3011294.362554
  nChanged 224
		SP:Iteration 22Q (25559.120000 sec): 3 clusters
  Score: Raw -3014656.697151 + Penalty 3320.626532 = -3011336.070619
  nChanged 227
		SP:Iteration 23Q (25559.410000 sec): 3 clusters
  Score: Raw -3014702.257774 + Penalty 3320.626532 = -3011381.631242
  nChanged 223
		SP:Iteration 24Q (25559.770000 sec): 3 clusters
  Score: Raw -3014749.339974 + Penalty 3320.626532 = -3011428.713442
  nChanged 208
		SP:Iteration 25Q (25560.080000 sec): 3 clusters
  Score: Raw -3014797.672972 + Penalty 3320.626532 = -3011477.046440
  nChanged 229
		SP:Iteration 26Q (25560.390000 sec): 3 clusters
  Score: Raw -3014848.743230 + Penalty 3320.626532 = -3011528.116699
  nChanged 220
		SP:Iteration 27Q (25560.680000 sec): 3 clusters
  Score: Raw -3014894.973278 + Penalty 3320.626532 = -3011574.346746
  nChanged 205
		SP:Iteration 28Q (25560.970000 sec): 3 clusters
  Score: Raw -3014934.967254 + Penalty 3320.626532 = -3011614.340722
  nChanged 192
		SP:Iteration 29Q (25561.300000 sec): 3 clusters
  Score: Raw -3014969.821679 + Penalty 3320.626532 = -3011649.195147
  nChanged 178
		SP:Iteration 30Q (25561.610000 sec): 3 clusters
  Score: Raw -3014999.034576 + Penalty 3320.626532 = -3011678.408044
  nChanged 173
		SP:Iteration 31Q (25561.890000 sec): 3 clusters
  Score: Raw -3015030.945939 + Penalty 3320.626532 = -3011710.319407
  nChanged 180
		SP:Iteration 32Q (25562.250000 sec): 3 clusters
  Score: Raw -3015066.960134 + Penalty 3320.626532 = -3011746.333603
  nChanged 198
		SP:Iteration 33Q (25562.510000 sec): 3 clusters
  Score: Raw -3015110.336503 + Penalty 3320.626532 = -3011789.709971
  nChanged 217
		SP:Iteration 34Q (25562.850000 sec): 3 clusters
  Score: Raw -3015162.427836 + Penalty 3320.626532 = -3011841.801304
  nChanged 214
		SP:Iteration 35Q (25563.130000 sec): 3 clusters
  Score: Raw -3015215.518677 + Penalty 3320.626532 = -3011894.892145
  nChanged 237
		SP:Iteration 36Q (25563.430000 sec): 3 clusters
  Score: Raw -3015277.386741 + Penalty 3320.626532 = -3011956.760209
  nChanged 237
		SP:Iteration 37Q (25563.810000 sec): 3 clusters
  Score: Raw -3015334.413087 + Penalty 3320.626532 = -3012013.786556
  nChanged 243
		SP:Iteration 38Q (25564.090000 sec): 3 clusters
  Score: Raw -3015396.163915 + Penalty 3320.626532 = -3012075.537383
  nChanged 233
		SP:Iteration 39Q (25564.440000 sec): 3 clusters
  Score: Raw -3015447.926095 + Penalty 3320.626532 = -3012127.299564
  nChanged 226
		SP:Iteration 40F (25564.720000 sec): 3 clusters
  Score: Raw -3015491.441445 + Penalty 3320.626532 = -3012170.814914
  nChanged 183
		SP:Iteration 41Q (25565.080000 sec): 3 clusters
  Score: Raw -3015521.759776 + Penalty 3320.626532 = -3012201.133245
  nChanged 166
		SP:Iteration 42Q (25565.330000 sec): 3 clusters
  Score: Raw -3015550.260077 + Penalty 3320.626532 = -3012229.633546
  nChanged 143
		SP:Iteration 43Q (25565.640000 sec): 3 clusters
  Score: Raw -3015571.892371 + Penalty 3320.626532 = -3012251.265839
  nChanged 133
		SP:Iteration 44Q (25565.940000 sec): 3 clusters
  Score: Raw -3015591.332878 + Penalty 3320.626532 = -3012270.706346
  nChanged 120
		SP:Iteration 45Q (25566.230000 sec): 3 clusters
  Score: Raw -3015608.015101 + Penalty 3320.626532 = -3012287.388569
  nChanged 99
		SP:Iteration 46Q (25566.570000 sec): 3 clusters
  Score: Raw -3015620.056312 + Penalty 3320.626532 = -3012299.429781
  nChanged 80
		SP:Iteration 47Q (25566.940000 sec): 3 clusters
  Score: Raw -3015629.893432 + Penalty 3320.626532 = -3012309.266901
  nChanged 86
		SP:Iteration 48Q (25567.240000 sec): 3 clusters
  Score: Raw -3015640.509657 + Penalty 3320.626532 = -3012319.883125
  nChanged 82
		SP:Iteration 49Q (25567.540000 sec): 3 clusters
  Score: Raw -3015650.765146 + Penalty 3320.626532 = -3012330.138615
  nChanged 80
		SP:Iteration 50Q (25567.840000 sec): 3 clusters
  Score: Raw -3015661.052098 + Penalty 3320.626532 = -3012340.425566
  nChanged 79
		SP:Iteration 51Q (25568.150000 sec): 3 clusters
  Score: Raw -3015671.247463 + Penalty 3320.626532 = -3012350.620932
  nChanged 65
		SP:Iteration 52Q (25568.470000 sec): 3 clusters
  Score: Raw -3015678.969335 + Penalty 3320.626532 = -3012358.342804
  nChanged 55
		SP:Iteration 53Q (25568.780000 sec): 3 clusters
  Score: Raw -3015684.707456 + Penalty 3320.626532 = -3012364.080924
  nChanged 48
		SP:Iteration 54Q (25569.060000 sec): 3 clusters
  Score: Raw -3015689.168876 + Penalty 3320.626532 = -3012368.542344
  nChanged 52
		SP:Iteration 55Q (25569.390000 sec): 3 clusters
  Score: Raw -3015693.407821 + Penalty 3320.626532 = -3012372.781289
  nChanged 42
		SP:Iteration 56Q (25569.710000 sec): 3 clusters
  Score: Raw -3015697.030588 + Penalty 3320.626532 = -3012376.404057
  nChanged 39
		SP:Iteration 57Q (25569.970000 sec): 3 clusters
  Score: Raw -3015699.358717 + Penalty 3320.626532 = -3012378.732185
  nChanged 31
		SP:Iteration 58Q (25570.310000 sec): 3 clusters
  Score: Raw -3015701.589474 + Penalty 3320.626532 = -3012380.962942
  nChanged 32
		SP:Iteration 59Q (25570.560000 sec): 3 clusters
  Score: Raw -3015704.145240 + Penalty 3320.626532 = -3012383.518708
  nChanged 32
		SP:Iteration 60F (25570.830000 sec): 3 clusters
  Score: Raw -3015706.764336 + Penalty 3320.626532 = -3012386.137804
  nChanged 33
		SP:Iteration 61Q (25571.130000 sec): 3 clusters
  Score: Raw -3015709.554290 + Penalty 3320.626532 = -3012388.927758
  nChanged 34
		SP:Iteration 62Q (25571.450000 sec): 3 clusters
  Score: Raw -3015712.171604 + Penalty 3320.626532 = -3012391.545073
  nChanged 43
		SP:Iteration 63Q (25571.710000 sec): 3 clusters
  Score: Raw -3015715.326296 + Penalty 3320.626532 = -3012394.699764
  nChanged 31
		SP:Iteration 64Q (25571.970000 sec): 3 clusters
  Score: Raw -3015717.690607 + Penalty 3320.626532 = -3012397.064076
  nChanged 33
		SP:Iteration 65Q (25572.270000 sec): 3 clusters
  Score: Raw -3015719.865300 + Penalty 3320.626532 = -3012399.238768
  nChanged 31
		SP:Iteration 66Q (25572.550000 sec): 3 clusters
  Score: Raw -3015722.446368 + Penalty 3320.626532 = -3012401.819837
  nChanged 34
		SP:Iteration 67Q (25572.820000 sec): 3 clusters
  Score: Raw -3015724.969081 + Penalty 3320.626532 = -3012404.342550
  nChanged 34
		SP:Iteration 68Q (25573.140000 sec): 3 clusters
  Score: Raw -3015727.297564 + Penalty 3320.626532 = -3012406.671032
  nChanged 33
		SP:Iteration 69Q (25573.470000 sec): 3 clusters
  Score: Raw -3015729.796543 + Penalty 3320.626532 = -3012409.170012
  nChanged 38
		SP:Iteration 70Q (25573.760000 sec): 3 clusters
  Score: Raw -3015732.063287 + Penalty 3320.626532 = -3012411.436755
  nChanged 19
		SP:Iteration 71Q (25574.090000 sec): 3 clusters
  Score: Raw -3015733.082089 + Penalty 3320.626532 = -3012412.455557
  nChanged 18
		SP:Iteration 72Q (25574.380000 sec): 3 clusters
  Score: Raw -3015734.204385 + Penalty 3320.626532 = -3012413.577854
  nChanged 21
		SP:Iteration 73Q (25574.660000 sec): 3 clusters
  Score: Raw -3015735.437969 + Penalty 3320.626532 = -3012414.811437
  nChanged 23
		SP:Iteration 74Q (25574.950000 sec): 3 clusters
  Score: Raw -3015736.706322 + Penalty 3320.626532 = -3012416.079791
  nChanged 29
		SP:Iteration 75Q (25575.210000 sec): 3 clusters
  Score: Raw -3015738.864791 + Penalty 3320.626532 = -3012418.238260
  nChanged 34
		SP:Iteration 76Q (25575.580000 sec): 3 clusters
  Score: Raw -3015741.511526 + Penalty 3320.626532 = -3012420.884994
  nChanged 29
		SP:Iteration 77Q (25575.880000 sec): 3 clusters
  Score: Raw -3015743.211327 + Penalty 3320.626532 = -3012422.584796
  nChanged 28
		SP:Iteration 78Q (25576.210000 sec): 3 clusters
  Score: Raw -3015744.814912 + Penalty 3320.626532 = -3012424.188380
  nChanged 24
		SP:Iteration 79Q (25576.490000 sec): 3 clusters
  Score: Raw -3015745.982983 + Penalty 3320.626532 = -3012425.356452
  nChanged 12
		SP:Iteration 80F (25576.840000 sec): 3 clusters
  Score: Raw -3015746.448191 + Penalty 3320.626532 = -3012425.821659
  nChanged 10
		SP:Iteration 81Q (25577.110000 sec): 3 clusters
  Score: Raw -3015746.746364 + Penalty 3320.626532 = -3012426.119833
  nChanged 9
		SP:Iteration 82Q (25577.380000 sec): 3 clusters
  Score: Raw -3015747.172002 + Penalty 3320.626532 = -3012426.545470
  nChanged 11
		SP:Iteration 83Q (25577.630000 sec): 3 clusters
  Score: Raw -3015747.814049 + Penalty 3320.626532 = -3012427.187517
  nChanged 6
		SP:Iteration 84Q (25577.950000 sec): 3 clusters
  Score: Raw -3015748.060348 + Penalty 3320.626532 = -3012427.433816
  nChanged 5
		SP:Iteration 85Q (25578.240000 sec): 3 clusters
  Score: Raw -3015748.250113 + Penalty 3320.626532 = -3012427.623581
  nChanged 5
		SP:Iteration 86Q (25578.540000 sec): 3 clusters
  Score: Raw -3015748.594294 + Penalty 3320.626532 = -3012427.967762
  nChanged 12
		SP:Iteration 87Q (25578.890000 sec): 3 clusters
  Score: Raw -3015749.170000 + Penalty 3320.626532 = -3012428.543468
  nChanged 8
		SP:Iteration 88Q (25579.180000 sec): 3 clusters
  Score: Raw -3015749.541487 + Penalty 3320.626532 = -3012428.914955
  nChanged 6
		SP:Iteration 89Q (25579.500000 sec): 3 clusters
  Score: Raw -3015749.867782 + Penalty 3320.626532 = -3012429.241250
  nChanged 5
		SP:Iteration 90Q (25579.830000 sec): 3 clusters
  Score: Raw -3015750.079395 + Penalty 3320.626532 = -3012429.452864
  nChanged 3
		SP:Iteration 91Q (25580.190000 sec): 3 clusters
  Score: Raw -3015750.220511 + Penalty 3320.626532 = -3012429.593979
  nChanged 5
		SP:Iteration 92Q (25580.510000 sec): 3 clusters
  Score: Raw -3015750.439753 + Penalty 3320.626532 = -3012429.813221
  nChanged 5
		SP:Iteration 93Q (25580.810000 sec): 3 clusters
  Score: Raw -3015750.603865 + Penalty 3320.626532 = -3012429.977333
  nChanged 4
		SP:Iteration 94Q (25581.170000 sec): 3 clusters
  Score: Raw -3015750.684476 + Penalty 3320.626532 = -3012430.057945
  nChanged 0
		SP:Iteration 95F (25581.440000 sec): 3 clusters
  Score: Raw -3015750.684476 + Penalty 3320.626532 = -3012430.057945
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25581.580000 sec): 2 clusters
  Score: Raw -459008.146130 + Penalty 1361.935956 = -457646.210174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25581.790000 sec): 3 clusters
  Score: Raw -456790.223531 + Penalty 2723.871913 = -454066.351618
  nChanged 1756
		SP:Iteration 1F (25581.960000 sec): 3 clusters
  Score: Raw -457799.067501 + Penalty 2723.871913 = -455075.195589
  nChanged 326
		SP:Iteration 2F (25582.160000 sec): 3 clusters
  Score: Raw -458000.217950 + Penalty 2723.871913 = -455276.346037
  nChanged 236
		SP:Iteration 3F (25582.380000 sec): 3 clusters
  Score: Raw -458135.382397 + Penalty 2723.871913 = -455411.510484
  nChanged 179
		SP:Iteration 4Q (25582.550000 sec): 3 clusters
  Score: Raw -458232.774327 + Penalty 2723.871913 = -455508.902414
  nChanged 156
		SP:Iteration 5Q (25582.770000 sec): 3 clusters
  Score: Raw -458315.097642 + Penalty 2723.871913 = -455591.225729
  nChanged 143
		SP:Iteration 6Q (25582.950000 sec): 3 clusters
  Score: Raw -458384.281487 + Penalty 2723.871913 = -455660.409574
  nChanged 129
		SP:Iteration 7Q (25583.110000 sec): 3 clusters
  Score: Raw -458459.165777 + Penalty 2723.871913 = -455735.293864
  nChanged 135
		SP:Iteration 8Q (25583.290000 sec): 3 clusters
  Score: Raw -458527.906282 + Penalty 2723.871913 = -455804.034369
  nChanged 125
		SP:Iteration 9Q (25583.520000 sec): 3 clusters
  Score: Raw -458590.667028 + Penalty 2723.871913 = -455866.795115
  nChanged 105
		SP:Iteration 10Q (25583.690000 sec): 3 clusters
  Score: Raw -458652.666536 + Penalty 2723.871913 = -455928.794623
  nChanged 113
		SP:Iteration 11Q (25583.890000 sec): 3 clusters
  Score: Raw -458709.782066 + Penalty 2723.871913 = -455985.910153
  nChanged 99
		SP:Iteration 12Q (25584.050000 sec): 3 clusters
  Score: Raw -458764.062967 + Penalty 2723.871913 = -456040.191054
  nChanged 83
		SP:Iteration 13Q (25584.260000 sec): 3 clusters
  Score: Raw -458808.974268 + Penalty 2723.871913 = -456085.102355
  nChanged 82
		SP:Iteration 14Q (25584.470000 sec): 3 clusters
  Score: Raw -458847.784642 + Penalty 2723.871913 = -456123.912729
  nChanged 69
		SP:Iteration 15Q (25584.650000 sec): 3 clusters
  Score: Raw -458884.795433 + Penalty 2723.871913 = -456160.923520
  nChanged 77
		SP:Iteration 16Q (25584.830000 sec): 3 clusters
  Score: Raw -458931.168332 + Penalty 2723.871913 = -456207.296419
  nChanged 71
		SP:Iteration 17Q (25585.010000 sec): 3 clusters
  Score: Raw -458968.475162 + Penalty 2723.871913 = -456244.603250
  nChanged 58
		SP:Iteration 18Q (25585.160000 sec): 3 clusters
  Score: Raw -458993.928470 + Penalty 2723.871913 = -456270.056558
  nChanged 51
		SP:Iteration 19Q (25585.340000 sec): 3 clusters
  Score: Raw -459019.782336 + Penalty 2723.871913 = -456295.910423
  nChanged 44
		SP:Iteration 20F (25585.540000 sec): 3 clusters
  Score: Raw -459040.254709 + Penalty 2723.871913 = -456316.382796
  nChanged 43
		SP:Iteration 21Q (25585.750000 sec): 3 clusters
  Score: Raw -459061.433880 + Penalty 2723.871913 = -456337.561968
  nChanged 29
		SP:Iteration 22Q (25585.930000 sec): 3 clusters
  Score: Raw -459076.401012 + Penalty 2723.871913 = -456352.529099
  nChanged 40
		SP:Iteration 23Q (25586.140000 sec): 3 clusters
  Score: Raw -459099.758890 + Penalty 2723.871913 = -456375.886977
  nChanged 39
		SP:Iteration 24Q (25586.370000 sec): 3 clusters
  Score: Raw -459121.536897 + Penalty 2723.871913 = -456397.664984
  nChanged 41
		SP:Iteration 25Q (25586.520000 sec): 3 clusters
  Score: Raw -459141.666168 + Penalty 2723.871913 = -456417.794256
  nChanged 27
		SP:Iteration 26Q (25586.720000 sec): 3 clusters
  Score: Raw -459152.035266 + Penalty 2723.871913 = -456428.163353
  nChanged 19
		SP:Iteration 27Q (25586.900000 sec): 3 clusters
  Score: Raw -459161.734588 + Penalty 2723.871913 = -456437.862675
  nChanged 18
		SP:Iteration 28Q (25587.090000 sec): 3 clusters
  Score: Raw -459171.365175 + Penalty 2723.871913 = -456447.493262
  nChanged 22
		SP:Iteration 29Q (25587.300000 sec): 3 clusters
  Score: Raw -459181.800775 + Penalty 2723.871913 = -456457.928862
  nChanged 20
		SP:Iteration 30Q (25587.480000 sec): 3 clusters
  Score: Raw -459190.615783 + Penalty 2723.871913 = -456466.743870
  nChanged 16
		SP:Iteration 31Q (25587.700000 sec): 3 clusters
  Score: Raw -459197.585539 + Penalty 2723.871913 = -456473.713626
  nChanged 16
		SP:Iteration 32Q (25587.890000 sec): 3 clusters
  Score: Raw -459203.825326 + Penalty 2723.871913 = -456479.953413
  nChanged 13
		SP:Iteration 33Q (25588.090000 sec): 3 clusters
  Score: Raw -459207.775044 + Penalty 2723.871913 = -456483.903131
  nChanged 13
		SP:Iteration 34Q (25588.270000 sec): 3 clusters
  Score: Raw -459212.448904 + Penalty 2723.871913 = -456488.576991
  nChanged 16
		SP:Iteration 35Q (25588.480000 sec): 3 clusters
  Score: Raw -459218.370504 + Penalty 2723.871913 = -456494.498592
  nChanged 15
		SP:Iteration 36Q (25588.660000 sec): 3 clusters
  Score: Raw -459222.930618 + Penalty 2723.871913 = -456499.058705
  nChanged 9
		SP:Iteration 37Q (25588.850000 sec): 3 clusters
  Score: Raw -459225.740599 + Penalty 2723.871913 = -456501.868686
  nChanged 4
		SP:Iteration 38Q (25589.040000 sec): 3 clusters
  Score: Raw -459227.250426 + Penalty 2723.871913 = -456503.378513
  nChanged 5
		SP:Iteration 39Q (25589.210000 sec): 3 clusters
  Score: Raw -459228.612969 + Penalty 2723.871913 = -456504.741056
  nChanged 4
		SP:Iteration 40F (25589.390000 sec): 3 clusters
  Score: Raw -459229.656966 + Penalty 2723.871913 = -456505.785054
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25589.510000 sec): 2 clusters
  Score: Raw -588782.894266 + Penalty 1392.651825 = -587390.242441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25589.730000 sec): 3 clusters
  Score: Raw -586063.485300 + Penalty 2785.303650 = -583278.181650
  nChanged 2167
		SP:Iteration 1F (25589.900000 sec): 3 clusters
  Score: Raw -587239.789521 + Penalty 2785.303650 = -584454.485871
  nChanged 393
		SP:Iteration 2F (25590.140000 sec): 3 clusters
  Score: Raw -587456.654114 + Penalty 2785.303650 = -584671.350464
  nChanged 306
		SP:Iteration 3F (25590.300000 sec): 3 clusters
  Score: Raw -587635.904035 + Penalty 2785.303650 = -584850.600385
  nChanged 274
		SP:Iteration 4F (25590.490000 sec): 3 clusters
  Score: Raw -587785.242615 + Penalty 2785.303650 = -584999.938966
  nChanged 252
		SP:Iteration 5Q (25590.710000 sec): 3 clusters
  Score: Raw -587929.566981 + Penalty 2785.303650 = -585144.263331
  nChanged 210
		SP:Iteration 6Q (25590.870000 sec): 3 clusters
  Score: Raw -588043.832430 + Penalty 2785.303650 = -585258.528780
  nChanged 185
		SP:Iteration 7Q (25591.100000 sec): 3 clusters
  Score: Raw -588147.968916 + Penalty 2785.303650 = -585362.665266
  nChanged 164
		SP:Iteration 8Q (25591.310000 sec): 3 clusters
  Score: Raw -588245.708795 + Penalty 2785.303650 = -585460.405145
  nChanged 143
		SP:Iteration 9Q (25591.490000 sec): 3 clusters
  Score: Raw -588328.388892 + Penalty 2785.303650 = -585543.085242
  nChanged 143
		SP:Iteration 10Q (25591.650000 sec): 3 clusters
  Score: Raw -588418.304486 + Penalty 2785.303650 = -585633.000836
  nChanged 131
		SP:Iteration 11Q (25591.880000 sec): 3 clusters
  Score: Raw -588494.892491 + Penalty 2785.303650 = -585709.588841
  nChanged 105
		SP:Iteration 12Q (25592.070000 sec): 3 clusters
  Score: Raw -588560.453865 + Penalty 2785.303650 = -585775.150216
  nChanged 88
		SP:Iteration 13Q (25592.270000 sec): 3 clusters
  Score: Raw -588613.743252 + Penalty 2785.303650 = -585828.439602
  nChanged 77
		SP:Iteration 14Q (25592.480000 sec): 3 clusters
  Score: Raw -588655.885507 + Penalty 2785.303650 = -585870.581857
  nChanged 54
		SP:Iteration 15Q (25592.660000 sec): 3 clusters
  Score: Raw -588684.266136 + Penalty 2785.303650 = -585898.962486
  nChanged 47
		SP:Iteration 16Q (25592.860000 sec): 3 clusters
  Score: Raw -588716.932054 + Penalty 2785.303650 = -585931.628404
  nChanged 47
		SP:Iteration 17Q (25593.060000 sec): 3 clusters
  Score: Raw -588742.745173 + Penalty 2785.303650 = -585957.441524
  nChanged 29
		SP:Iteration 18Q (25593.290000 sec): 3 clusters
  Score: Raw -588764.733856 + Penalty 2785.303650 = -585979.430206
  nChanged 31
		SP:Iteration 19Q (25593.480000 sec): 3 clusters
  Score: Raw -588786.295256 + Penalty 2785.303650 = -586000.991606
  nChanged 31
		SP:Iteration 20F (25593.670000 sec): 3 clusters
  Score: Raw -588807.953576 + Penalty 2785.303650 = -586022.649927
  nChanged 26
		SP:Iteration 21Q (25593.810000 sec): 3 clusters
  Score: Raw -588826.988992 + Penalty 2785.303650 = -586041.685342
  nChanged 27
		SP:Iteration 22Q (25594.000000 sec): 3 clusters
  Score: Raw -588844.797099 + Penalty 2785.303650 = -586059.493449
  nChanged 15
		SP:Iteration 23Q (25594.170000 sec): 3 clusters
  Score: Raw -588855.325467 + Penalty 2785.303650 = -586070.021818
  nChanged 13
		SP:Iteration 24Q (25594.320000 sec): 3 clusters
  Score: Raw -588865.026742 + Penalty 2785.303650 = -586079.723092
  nChanged 18
		SP:Iteration 25Q (25594.530000 sec): 3 clusters
  Score: Raw -588882.445917 + Penalty 2785.303650 = -586097.142267
  nChanged 14
		SP:Iteration 26Q (25594.740000 sec): 3 clusters
  Score: Raw -588895.060129 + Penalty 2785.303650 = -586109.756479
  nChanged 12
		SP:Iteration 27Q (25594.950000 sec): 3 clusters
  Score: Raw -588903.866976 + Penalty 2785.303650 = -586118.563327
  nChanged 11
		SP:Iteration 28Q (25595.120000 sec): 3 clusters
  Score: Raw -588913.775988 + Penalty 2785.303650 = -586128.472338
  nChanged 10
		SP:Iteration 29Q (25595.320000 sec): 3 clusters
  Score: Raw -588920.238377 + Penalty 2785.303650 = -586134.934727
  nChanged 7
		SP:Iteration 30Q (25595.560000 sec): 3 clusters
  Score: Raw -588924.148247 + Penalty 2785.303650 = -586138.844598
  nChanged 2
		SP:Iteration 31Q (25595.720000 sec): 3 clusters
  Score: Raw -588925.482771 + Penalty 2785.303650 = -586140.179121
  nChanged 1
		SP:Iteration 32Q (25595.920000 sec): 3 clusters
  Score: Raw -588925.589521 + Penalty 2785.303650 = -586140.285871
  nChanged 1
		SP:Iteration 33Q (25596.130000 sec): 3 clusters
  Score: Raw -588925.998354 + Penalty 2785.303650 = -586140.694704
  nChanged 1
		SP:Iteration 34Q (25596.320000 sec): 3 clusters
  Score: Raw -588926.717563 + Penalty 2785.303650 = -586141.413914
  nChanged 2
		SP:Iteration 35Q (25596.480000 sec): 3 clusters
  Score: Raw -588927.893930 + Penalty 2785.303650 = -586142.590281
  nChanged 2
		SP:Iteration 36Q (25596.690000 sec): 3 clusters
  Score: Raw -588929.386082 + Penalty 2785.303650 = -586144.082432
  nChanged 3
		SP:Iteration 37Q (25596.880000 sec): 3 clusters
  Score: Raw -588930.709154 + Penalty 2785.303650 = -586145.405504
  nChanged 1
		SP:Iteration 38Q (25597.040000 sec): 3 clusters
  Score: Raw -588931.130772 + Penalty 2785.303650 = -586145.827122
  nChanged 0
		SP:Iteration 39F (25597.270000 sec): 3 clusters
  Score: Raw -588931.130772 + Penalty 2785.303650 = -586145.827122
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25597.350000 sec): 2 clusters
  Score: Raw -364318.639926 + Penalty 1325.805405 = -362992.834521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25597.560000 sec): 3 clusters
  Score: Raw -362631.061074 + Penalty 2651.610809 = -359979.450265
  nChanged 1408
		SP:Iteration 1F (25597.770000 sec): 3 clusters
  Score: Raw -363709.904560 + Penalty 2651.610809 = -361058.293751
  nChanged 344
		SP:Iteration 2F (25597.930000 sec): 3 clusters
  Score: Raw -364132.107957 + Penalty 2651.610809 = -361480.497148
  nChanged 309
		SP:Iteration 3F (25598.120000 sec): 3 clusters
  Score: Raw -364512.538428 + Penalty 2651.610809 = -361860.927619
  nChanged 257
		SP:Iteration 4F (25598.330000 sec): 3 clusters
  Score: Raw -364765.840406 + Penalty 2651.610809 = -362114.229596
  nChanged 191
		SP:Iteration 5F (25598.510000 sec): 3 clusters
  Score: Raw -364920.312516 + Penalty 2651.610809 = -362268.701707
  nChanged 117
		SP:Iteration 6Q (25598.680000 sec): 3 clusters
  Score: Raw -364988.402527 + Penalty 2651.610809 = -362336.791717
  nChanged 86
		SP:Iteration 7Q (25598.820000 sec): 3 clusters
  Score: Raw -365025.703017 + Penalty 2651.610809 = -362374.092208
  nChanged 60
		SP:Iteration 8Q (25599.040000 sec): 3 clusters
  Score: Raw -365054.200258 + Penalty 2651.610809 = -362402.589449
  nChanged 56
		SP:Iteration 9Q (25599.210000 sec): 3 clusters
  Score: Raw -365078.903526 + Penalty 2651.610809 = -362427.292717
  nChanged 42
		SP:Iteration 10Q (25599.370000 sec): 3 clusters
  Score: Raw -365098.286121 + Penalty 2651.610809 = -362446.675312
  nChanged 33
		SP:Iteration 11Q (25599.510000 sec): 3 clusters
  Score: Raw -365109.534214 + Penalty 2651.610809 = -362457.923405
  nChanged 18
		SP:Iteration 12Q (25599.690000 sec): 3 clusters
  Score: Raw -365115.174179 + Penalty 2651.610809 = -362463.563369
  nChanged 11
		SP:Iteration 13Q (25599.860000 sec): 3 clusters
  Score: Raw -365118.569601 + Penalty 2651.610809 = -362466.958792
  nChanged 11
		SP:Iteration 14Q (25600.030000 sec): 3 clusters
  Score: Raw -365121.961463 + Penalty 2651.610809 = -362470.350653
  nChanged 14
		SP:Iteration 15Q (25600.210000 sec): 3 clusters
  Score: Raw -365126.601434 + Penalty 2651.610809 = -362474.990625
  nChanged 19
		SP:Iteration 16Q (25600.410000 sec): 3 clusters
  Score: Raw -365130.926706 + Penalty 2651.610809 = -362479.315897
  nChanged 8
		SP:Iteration 17Q (25600.590000 sec): 3 clusters
  Score: Raw -365132.962447 + Penalty 2651.610809 = -362481.351638
  nChanged 7
		SP:Iteration 18Q (25600.800000 sec): 3 clusters
  Score: Raw -365134.043484 + Penalty 2651.610809 = -362482.432675
  nChanged 3
		SP:Iteration 19Q (25600.970000 sec): 3 clusters
  Score: Raw -365134.673350 + Penalty 2651.610809 = -362483.062540
  nChanged 3
		SP:Iteration 20F (25601.140000 sec): 3 clusters
  Score: Raw -365135.183830 + Penalty 2651.610809 = -362483.573020
  nChanged 1
		SP:Iteration 21Q (25601.340000 sec): 3 clusters
  Score: Raw -365135.360461 + Penalty 2651.610809 = -362483.749651
  nChanged 1
		SP:Iteration 22Q (25601.510000 sec): 3 clusters
  Score: Raw -365135.481663 + Penalty 2651.610809 = -362483.870854
  nChanged 0
		SP:Iteration 23F (25601.720000 sec): 3 clusters
  Score: Raw -365135.481663 + Penalty 2651.610809 = -362483.870854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25601.860000 sec): 2 clusters
  Score: Raw -1118805.500152 + Penalty 1495.669674 = -1117309.830478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25602.040000 sec): 3 clusters
  Score: Raw -1113162.104706 + Penalty 2991.339348 = -1110170.765357
  nChanged 4275
		SP:Iteration 1F (25602.270000 sec): 3 clusters
  Score: Raw -1115443.862838 + Penalty 2991.339348 = -1112452.523490
  nChanged 517
		SP:Iteration 2F (25602.490000 sec): 3 clusters
  Score: Raw -1115654.647771 + Penalty 2991.339348 = -1112663.308422
  nChanged 449
		SP:Iteration 3Q (25602.730000 sec): 3 clusters
  Score: Raw -1115829.944700 + Penalty 2991.339348 = -1112838.605352
  nChanged 388
		SP:Iteration 4Q (25602.930000 sec): 3 clusters
  Score: Raw -1115979.495849 + Penalty 2991.339348 = -1112988.156500
  nChanged 351
		SP:Iteration 5Q (25603.160000 sec): 3 clusters
  Score: Raw -1116128.918221 + Penalty 2991.339348 = -1113137.578873
  nChanged 359
		SP:Iteration 6Q (25603.370000 sec): 3 clusters
  Score: Raw -1116284.883794 + Penalty 2991.339348 = -1113293.544445
  nChanged 337
		SP:Iteration 7Q (25603.650000 sec): 3 clusters
  Score: Raw -1116456.222143 + Penalty 2991.339348 = -1113464.882794
  nChanged 366
		SP:Iteration 8Q (25603.870000 sec): 3 clusters
  Score: Raw -1116643.446785 + Penalty 2991.339348 = -1113652.107436
  nChanged 361
		SP:Iteration 9Q (25604.120000 sec): 3 clusters
  Score: Raw -1116824.075980 + Penalty 2991.339348 = -1113832.736632
  nChanged 353
		SP:Iteration 10Q (25604.360000 sec): 3 clusters
  Score: Raw -1117013.889773 + Penalty 2991.339348 = -1114022.550425
  nChanged 355
		SP:Iteration 11Q (25604.650000 sec): 3 clusters
  Score: Raw -1117189.850883 + Penalty 2991.339348 = -1114198.511534
  nChanged 311
		SP:Iteration 12Q (25604.860000 sec): 3 clusters
  Score: Raw -1117343.931743 + Penalty 2991.339348 = -1114352.592394
  nChanged 335
		SP:Iteration 13Q (25605.110000 sec): 3 clusters
  Score: Raw -1117519.007821 + Penalty 2991.339348 = -1114527.668472
  nChanged 338
		SP:Iteration 14Q (25605.330000 sec): 3 clusters
  Score: Raw -1117709.757523 + Penalty 2991.339348 = -1114718.418174
  nChanged 330
		SP:Iteration 15Q (25605.510000 sec): 3 clusters
  Score: Raw -1117904.339401 + Penalty 2991.339348 = -1114913.000053
  nChanged 313
		SP:Iteration 16Q (25605.790000 sec): 3 clusters
  Score: Raw -1118092.346460 + Penalty 2991.339348 = -1115101.007111
  nChanged 280
		SP:Iteration 17Q (25606.030000 sec): 3 clusters
  Score: Raw -1118289.267117 + Penalty 2991.339348 = -1115297.927769
  nChanged 280
		SP:Iteration 18Q (25606.270000 sec): 3 clusters
  Score: Raw -1118486.050178 + Penalty 2991.339348 = -1115494.710829
  nChanged 201
		SP:Iteration 19Q (25606.500000 sec): 3 clusters
  Score: Raw -1118616.017272 + Penalty 2991.339348 = -1115624.677923
  nChanged 150
		SP:Iteration 20F (25606.740000 sec): 3 clusters
  Score: Raw -1118734.781287 + Penalty 2991.339348 = -1115743.441938
  nChanged 107
		SP:Iteration 21Q (25606.940000 sec): 3 clusters
  Score: Raw -1118824.827704 + Penalty 2991.339348 = -1115833.488355
  nChanged 69
		SP:Iteration 22Q (25607.200000 sec): 3 clusters
  Score: Raw -1118883.130731 + Penalty 2991.339348 = -1115891.791382
  nChanged 53
		SP:Iteration 23Q (25607.440000 sec): 3 clusters
  Score: Raw -1118930.483986 + Penalty 2991.339348 = -1115939.144638
  nChanged 32
		SP:Iteration 24Q (25607.640000 sec): 3 clusters
  Score: Raw -1118957.741134 + Penalty 2991.339348 = -1115966.401786
  nChanged 22
		SP:Iteration 25Q (25607.840000 sec): 3 clusters
  Score: Raw -1118975.785547 + Penalty 2991.339348 = -1115984.446198
  nChanged 10
		SP:Iteration 26Q (25608.050000 sec): 3 clusters
  Score: Raw -1118985.612174 + Penalty 2991.339348 = -1115994.272826
  nChanged 8
		SP:Iteration 27Q (25608.290000 sec): 3 clusters
  Score: Raw -1118995.106516 + Penalty 2991.339348 = -1116003.767167
  nChanged 6
		SP:Iteration 28Q (25608.520000 sec): 3 clusters
  Score: Raw -1118999.268623 + Penalty 2991.339348 = -1116007.929274
  nChanged 9
		SP:Iteration 29Q (25608.730000 sec): 3 clusters
  Score: Raw -1119007.888810 + Penalty 2991.339348 = -1116016.549462
  nChanged 9
		SP:Iteration 30Q (25608.990000 sec): 3 clusters
  Score: Raw -1119015.058735 + Penalty 2991.339348 = -1116023.719387
  nChanged 4
		SP:Iteration 31Q (25609.200000 sec): 3 clusters
  Score: Raw -1119021.248277 + Penalty 2991.339348 = -1116029.908929
  nChanged 5
		SP:Iteration 32Q (25609.440000 sec): 3 clusters
  Score: Raw -1119026.756749 + Penalty 2991.339348 = -1116035.417401
  nChanged 4
		SP:Iteration 33Q (25609.650000 sec): 3 clusters
  Score: Raw -1119029.122761 + Penalty 2991.339348 = -1116037.783412
  nChanged 3
		SP:Iteration 34Q (25609.860000 sec): 3 clusters
  Score: Raw -1119031.547720 + Penalty 2991.339348 = -1116040.208372
  nChanged 3
		SP:Iteration 35Q (25610.080000 sec): 3 clusters
  Score: Raw -1119035.294640 + Penalty 2991.339348 = -1116043.955292
  nChanged 1
		SP:Iteration 36Q (25610.280000 sec): 3 clusters
  Score: Raw -1119035.875937 + Penalty 2991.339348 = -1116044.536589
  nChanged 3
		SP:Iteration 37Q (25610.490000 sec): 3 clusters
  Score: Raw -1119039.123536 + Penalty 2991.339348 = -1116047.784188
  nChanged 5
		SP:Iteration 38Q (25610.720000 sec): 3 clusters
  Score: Raw -1119045.120359 + Penalty 2991.339348 = -1116053.781011
  nChanged 9
		SP:Iteration 39Q (25610.960000 sec): 3 clusters
  Score: Raw -1119054.228396 + Penalty 2991.339348 = -1116062.889048
  nChanged 6
		SP:Iteration 40F (25611.230000 sec): 3 clusters
  Score: Raw -1119059.147934 + Penalty 2991.339348 = -1116067.808586
  nChanged 3
		SP:Iteration 41Q (25611.470000 sec): 3 clusters
  Score: Raw -1119061.123815 + Penalty 2991.339348 = -1116069.784466
  nChanged 1
		SP:Iteration 42Q (25611.720000 sec): 3 clusters
  Score: Raw -1119062.050159 + Penalty 2991.339348 = -1116070.710810
  nChanged 0
		SP:Iteration 43F (25611.920000 sec): 3 clusters
  Score: Raw -1119062.050159 + Penalty 2991.339348 = -1116070.710810
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (10452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25612.060000 sec): 2 clusters
  Score: Raw -1094395.315797 + Penalty 1503.864152 = -1092891.451645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25612.290000 sec): 3 clusters
  Score: Raw -1088275.605004 + Penalty 3007.728304 = -1085267.876701
  nChanged 4595
		SP:Iteration 1F (25612.520000 sec): 3 clusters
  Score: Raw -1090893.848087 + Penalty 3007.728304 = -1087886.119783
  nChanged 715
		SP:Iteration 2F (25612.800000 sec): 3 clusters
  Score: Raw -1091221.185605 + Penalty 3007.728304 = -1088213.457302
  nChanged 555
		SP:Iteration 3F (25613.000000 sec): 3 clusters
  Score: Raw -1091466.092030 + Penalty 3007.728304 = -1088458.363727
  nChanged 480
		SP:Iteration 4Q (25613.280000 sec): 3 clusters
  Score: Raw -1091658.379136 + Penalty 3007.728304 = -1088650.650832
  nChanged 457
		SP:Iteration 5Q (25613.560000 sec): 3 clusters
  Score: Raw -1091854.522305 + Penalty 3007.728304 = -1088846.794001
  nChanged 447
		SP:Iteration 6Q (25613.750000 sec): 3 clusters
  Score: Raw -1092054.309281 + Penalty 3007.728304 = -1089046.580977
  nChanged 422
		SP:Iteration 7Q (25614.040000 sec): 3 clusters
  Score: Raw -1092257.934386 + Penalty 3007.728304 = -1089250.206083
  nChanged 409
		SP:Iteration 8Q (25614.260000 sec): 3 clusters
  Score: Raw -1092457.650563 + Penalty 3007.728304 = -1089449.922259
  nChanged 369
		SP:Iteration 9Q (25614.440000 sec): 3 clusters
  Score: Raw -1092634.732280 + Penalty 3007.728304 = -1089627.003976
  nChanged 326
		SP:Iteration 10Q (25614.690000 sec): 3 clusters
  Score: Raw -1092804.058833 + Penalty 3007.728304 = -1089796.330529
  nChanged 326
		SP:Iteration 11Q (25614.960000 sec): 3 clusters
  Score: Raw -1092976.791965 + Penalty 3007.728304 = -1089969.063661
  nChanged 309
		SP:Iteration 12Q (25615.220000 sec): 3 clusters
  Score: Raw -1093140.371956 + Penalty 3007.728304 = -1090132.643652
  nChanged 264
		SP:Iteration 13Q (25615.440000 sec): 3 clusters
  Score: Raw -1093288.480100 + Penalty 3007.728304 = -1090280.751797
  nChanged 260
		SP:Iteration 14Q (25615.730000 sec): 3 clusters
  Score: Raw -1093458.146147 + Penalty 3007.728304 = -1090450.417843
  nChanged 233
		SP:Iteration 15Q (25615.940000 sec): 3 clusters
  Score: Raw -1093601.522930 + Penalty 3007.728304 = -1090593.794627
  nChanged 191
		SP:Iteration 16Q (25616.170000 sec): 3 clusters
  Score: Raw -1093706.386730 + Penalty 3007.728304 = -1090698.658427
  nChanged 168
		SP:Iteration 17Q (25616.390000 sec): 3 clusters
  Score: Raw -1093808.078406 + Penalty 3007.728304 = -1090800.350103
  nChanged 141
		SP:Iteration 18Q (25616.600000 sec): 3 clusters
  Score: Raw -1093886.791084 + Penalty 3007.728304 = -1090879.062780
  nChanged 121
		SP:Iteration 19Q (25616.820000 sec): 3 clusters
  Score: Raw -1093949.032211 + Penalty 3007.728304 = -1090941.303907
  nChanged 104
		SP:Iteration 20F (25617.130000 sec): 3 clusters
  Score: Raw -1094005.593026 + Penalty 3007.728304 = -1090997.864722
  nChanged 100
		SP:Iteration 21Q (25617.330000 sec): 3 clusters
  Score: Raw -1094057.805931 + Penalty 3007.728304 = -1091050.077627
  nChanged 100
		SP:Iteration 22Q (25617.570000 sec): 3 clusters
  Score: Raw -1094115.241965 + Penalty 3007.728304 = -1091107.513661
  nChanged 87
		SP:Iteration 23Q (25617.790000 sec): 3 clusters
  Score: Raw -1094163.575316 + Penalty 3007.728304 = -1091155.847012
  nChanged 85
		SP:Iteration 24Q (25618.040000 sec): 3 clusters
  Score: Raw -1094209.272227 + Penalty 3007.728304 = -1091201.543923
  nChanged 62
		SP:Iteration 25Q (25618.290000 sec): 3 clusters
  Score: Raw -1094248.236911 + Penalty 3007.728304 = -1091240.508607
  nChanged 66
		SP:Iteration 26Q (25618.490000 sec): 3 clusters
  Score: Raw -1094283.511063 + Penalty 3007.728304 = -1091275.782759
  nChanged 64
		SP:Iteration 27Q (25618.710000 sec): 3 clusters
  Score: Raw -1094313.797644 + Penalty 3007.728304 = -1091306.069341
  nChanged 57
		SP:Iteration 28Q (25618.960000 sec): 3 clusters
  Score: Raw -1094341.198975 + Penalty 3007.728304 = -1091333.470671
  nChanged 41
		SP:Iteration 29Q (25619.150000 sec): 3 clusters
  Score: Raw -1094359.815025 + Penalty 3007.728304 = -1091352.086721
  nChanged 38
		SP:Iteration 30Q (25619.410000 sec): 3 clusters
  Score: Raw -1094377.733446 + Penalty 3007.728304 = -1091370.005142
  nChanged 46
		SP:Iteration 31Q (25619.590000 sec): 3 clusters
  Score: Raw -1094402.391043 + Penalty 3007.728304 = -1091394.662739
  nChanged 51
		SP:Iteration 32Q (25619.780000 sec): 3 clusters
  Score: Raw -1094435.271765 + Penalty 3007.728304 = -1091427.543461
  nChanged 40
		SP:Iteration 33Q (25619.970000 sec): 3 clusters
  Score: Raw -1094457.336535 + Penalty 3007.728304 = -1091449.608231
  nChanged 34
		SP:Iteration 34Q (25620.240000 sec): 3 clusters
  Score: Raw -1094472.263099 + Penalty 3007.728304 = -1091464.534795
  nChanged 29
		SP:Iteration 35Q (25620.430000 sec): 3 clusters
  Score: Raw -1094481.580437 + Penalty 3007.728304 = -1091473.852134
  nChanged 23
		SP:Iteration 36Q (25620.610000 sec): 3 clusters
  Score: Raw -1094491.292128 + Penalty 3007.728304 = -1091483.563824
  nChanged 29
		SP:Iteration 37Q (25620.830000 sec): 3 clusters
  Score: Raw -1094504.008153 + Penalty 3007.728304 = -1091496.279849
  nChanged 24
		SP:Iteration 38Q (25621.060000 sec): 3 clusters
  Score: Raw -1094515.086680 + Penalty 3007.728304 = -1091507.358376
  nChanged 27
		SP:Iteration 39Q (25621.270000 sec): 3 clusters
  Score: Raw -1094523.892083 + Penalty 3007.728304 = -1091516.163779
  nChanged 24
		SP:Iteration 40F (25621.470000 sec): 3 clusters
  Score: Raw -1094532.070477 + Penalty 3007.728304 = -1091524.342173
  nChanged 24
		SP:Iteration 41Q (25621.670000 sec): 3 clusters
  Score: Raw -1094542.257784 + Penalty 3007.728304 = -1091534.529481
  nChanged 21
		SP:Iteration 42Q (25621.870000 sec): 3 clusters
  Score: Raw -1094551.945182 + Penalty 3007.728304 = -1091544.216878
  nChanged 17
		SP:Iteration 43Q (25622.080000 sec): 3 clusters
  Score: Raw -1094561.984438 + Penalty 3007.728304 = -1091554.256134
  nChanged 26
		SP:Iteration 44Q (25622.310000 sec): 3 clusters
  Score: Raw -1094581.149554 + Penalty 3007.728304 = -1091573.421250
  nChanged 29
		SP:Iteration 45Q (25622.490000 sec): 3 clusters
  Score: Raw -1094598.001123 + Penalty 3007.728304 = -1091590.272819
  nChanged 23
		SP:Iteration 46Q (25622.720000 sec): 3 clusters
  Score: Raw -1094607.252259 + Penalty 3007.728304 = -1091599.523955
  nChanged 9
		SP:Iteration 47Q (25622.910000 sec): 3 clusters
  Score: Raw -1094610.658326 + Penalty 3007.728304 = -1091602.930022
  nChanged 14
		SP:Iteration 48Q (25623.140000 sec): 3 clusters
  Score: Raw -1094615.748420 + Penalty 3007.728304 = -1091608.020117
  nChanged 13
		SP:Iteration 49Q (25623.340000 sec): 3 clusters
  Score: Raw -1094621.412772 + Penalty 3007.728304 = -1091613.684468
  nChanged 9
		SP:Iteration 50Q (25623.540000 sec): 3 clusters
  Score: Raw -1094625.809826 + Penalty 3007.728304 = -1091618.081523
  nChanged 10
		SP:Iteration 51Q (25623.780000 sec): 3 clusters
  Score: Raw -1094629.103243 + Penalty 3007.728304 = -1091621.374939
  nChanged 10
		SP:Iteration 52Q (25623.970000 sec): 3 clusters
  Score: Raw -1094632.657165 + Penalty 3007.728304 = -1091624.928862
  nChanged 5
		SP:Iteration 53Q (25624.190000 sec): 3 clusters
  Score: Raw -1094633.773509 + Penalty 3007.728304 = -1091626.045205
  nChanged 7
		SP:Iteration 54Q (25624.440000 sec): 3 clusters
  Score: Raw -1094635.307203 + Penalty 3007.728304 = -1091627.578900
  nChanged 4
		SP:Iteration 55Q (25624.650000 sec): 3 clusters
  Score: Raw -1094636.289760 + Penalty 3007.728304 = -1091628.561456
  nChanged 1
		SP:Iteration 56Q (25624.880000 sec): 3 clusters
  Score: Raw -1094636.397861 + Penalty 3007.728304 = -1091628.669557
  nChanged 0
		SP:Iteration 57F (25625.080000 sec): 3 clusters
  Score: Raw -1094636.397861 + Penalty 3007.728304 = -1091628.669557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25625.210000 sec): 2 clusters
  Score: Raw -946680.395602 + Penalty 1482.014200 = -945198.381402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25625.420000 sec): 3 clusters
  Score: Raw -941515.115017 + Penalty 2964.028399 = -938551.086617
  nChanged 3989
		SP:Iteration 1F (25625.640000 sec): 3 clusters
  Score: Raw -943839.218477 + Penalty 2964.028399 = -940875.190077
  nChanged 676
		SP:Iteration 2F (25625.820000 sec): 3 clusters
  Score: Raw -944223.073379 + Penalty 2964.028399 = -941259.044979
  nChanged 580
		SP:Iteration 3F (25626.030000 sec): 3 clusters
  Score: Raw -944526.999378 + Penalty 2964.028399 = -941562.970978
  nChanged 509
		SP:Iteration 4F (25626.240000 sec): 3 clusters
  Score: Raw -944770.048299 + Penalty 2964.028399 = -941806.019900
  nChanged 430
		SP:Iteration 5Q (25626.420000 sec): 3 clusters
  Score: Raw -944974.922104 + Penalty 2964.028399 = -942010.893704
  nChanged 388
		SP:Iteration 6Q (25626.610000 sec): 3 clusters
  Score: Raw -945138.729617 + Penalty 2964.028399 = -942174.701218
  nChanged 300
		SP:Iteration 7Q (25626.830000 sec): 3 clusters
  Score: Raw -945273.608144 + Penalty 2964.028399 = -942309.579744
  nChanged 300
		SP:Iteration 8Q (25627.030000 sec): 3 clusters
  Score: Raw -945409.491662 + Penalty 2964.028399 = -942445.463263
  nChanged 283
		SP:Iteration 9Q (25627.280000 sec): 3 clusters
  Score: Raw -945547.433680 + Penalty 2964.028399 = -942583.405280
  nChanged 284
		SP:Iteration 10Q (25627.500000 sec): 3 clusters
  Score: Raw -945684.744172 + Penalty 2964.028399 = -942720.715773
  nChanged 289
		SP:Iteration 11Q (25627.690000 sec): 3 clusters
  Score: Raw -945853.735955 + Penalty 2964.028399 = -942889.707556
  nChanged 292
		SP:Iteration 12Q (25627.930000 sec): 3 clusters
  Score: Raw -946041.271752 + Penalty 2964.028399 = -943077.243352
  nChanged 265
		SP:Iteration 13Q (25628.110000 sec): 3 clusters
  Score: Raw -946231.510702 + Penalty 2964.028399 = -943267.482303
  nChanged 266
		SP:Iteration 14Q (25628.330000 sec): 3 clusters
  Score: Raw -946426.046501 + Penalty 2964.028399 = -943462.018102
  nChanged 213
		SP:Iteration 15Q (25628.530000 sec): 3 clusters
  Score: Raw -946574.006255 + Penalty 2964.028399 = -943609.977856
  nChanged 187
		SP:Iteration 16Q (25628.740000 sec): 3 clusters
  Score: Raw -946699.537734 + Penalty 2964.028399 = -943735.509334
  nChanged 145
		SP:Iteration 17Q (25628.980000 sec): 3 clusters
  Score: Raw -946796.162323 + Penalty 2964.028399 = -943832.133924
  nChanged 122
		SP:Iteration 18Q (25629.160000 sec): 3 clusters
  Score: Raw -946862.935145 + Penalty 2964.028399 = -943898.906746
  nChanged 107
		SP:Iteration 19Q (25629.400000 sec): 3 clusters
  Score: Raw -946916.030086 + Penalty 2964.028399 = -943952.001687
  nChanged 78
		SP:Iteration 20F (25629.590000 sec): 3 clusters
  Score: Raw -946953.349324 + Penalty 2964.028399 = -943989.320924
  nChanged 50
		SP:Iteration 21Q (25629.780000 sec): 3 clusters
  Score: Raw -946975.859302 + Penalty 2964.028399 = -944011.830902
  nChanged 53
		SP:Iteration 22Q (25630.020000 sec): 3 clusters
  Score: Raw -947001.607166 + Penalty 2964.028399 = -944037.578767
  nChanged 53
		SP:Iteration 23Q (25630.150000 sec): 3 clusters
  Score: Raw -947025.272820 + Penalty 2964.028399 = -944061.244420
  nChanged 36
		SP:Iteration 24Q (25630.290000 sec): 3 clusters
  Score: Raw -947039.940351 + Penalty 2964.028399 = -944075.911952
  nChanged 29
		SP:Iteration 25Q (25630.530000 sec): 3 clusters
  Score: Raw -947055.481643 + Penalty 2964.028399 = -944091.453243
  nChanged 34
		SP:Iteration 26Q (25630.730000 sec): 3 clusters
  Score: Raw -947073.158688 + Penalty 2964.028399 = -944109.130289
  nChanged 33
		SP:Iteration 27Q (25630.920000 sec): 3 clusters
  Score: Raw -947091.732014 + Penalty 2964.028399 = -944127.703615
  nChanged 31
		SP:Iteration 28Q (25631.140000 sec): 3 clusters
  Score: Raw -947107.719003 + Penalty 2964.028399 = -944143.690604
  nChanged 28
		SP:Iteration 29Q (25631.320000 sec): 3 clusters
  Score: Raw -947121.526997 + Penalty 2964.028399 = -944157.498598
  nChanged 28
		SP:Iteration 30Q (25631.520000 sec): 3 clusters
  Score: Raw -947138.973136 + Penalty 2964.028399 = -944174.944736
  nChanged 16
		SP:Iteration 31Q (25631.710000 sec): 3 clusters
  Score: Raw -947144.422936 + Penalty 2964.028399 = -944180.394537
  nChanged 10
		SP:Iteration 32Q (25631.910000 sec): 3 clusters
  Score: Raw -947148.749071 + Penalty 2964.028399 = -944184.720672
  nChanged 12
		SP:Iteration 33Q (25632.120000 sec): 3 clusters
  Score: Raw -947155.048910 + Penalty 2964.028399 = -944191.020511
  nChanged 13
		SP:Iteration 34Q (25632.330000 sec): 3 clusters
  Score: Raw -947163.353363 + Penalty 2964.028399 = -944199.324963
  nChanged 20
		SP:Iteration 35Q (25632.540000 sec): 3 clusters
  Score: Raw -947175.010989 + Penalty 2964.028399 = -944210.982589
  nChanged 16
		SP:Iteration 36Q (25632.740000 sec): 3 clusters
  Score: Raw -947183.092286 + Penalty 2964.028399 = -944219.063886
  nChanged 14
		SP:Iteration 37Q (25632.910000 sec): 3 clusters
  Score: Raw -947189.274693 + Penalty 2964.028399 = -944225.246294
  nChanged 14
		SP:Iteration 38Q (25633.100000 sec): 3 clusters
  Score: Raw -947195.413769 + Penalty 2964.028399 = -944231.385370
  nChanged 10
		SP:Iteration 39Q (25633.300000 sec): 3 clusters
  Score: Raw -947199.819884 + Penalty 2964.028399 = -944235.791485
  nChanged 6
		SP:Iteration 40F (25633.500000 sec): 3 clusters
  Score: Raw -947201.513547 + Penalty 2964.028399 = -944237.485147
  nChanged 3
		SP:Iteration 41Q (25633.740000 sec): 3 clusters
  Score: Raw -947202.190673 + Penalty 2964.028399 = -944238.162274
  nChanged 1
		SP:Iteration 42Q (25633.930000 sec): 3 clusters
  Score: Raw -947202.303073 + Penalty 2964.028399 = -944238.274674
  nChanged 0
		SP:Iteration 43F (25634.120000 sec): 3 clusters
  Score: Raw -947202.303073 + Penalty 2964.028399 = -944238.274674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25634.250000 sec): 2 clusters
  Score: Raw -818232.154773 + Penalty 1450.083570 = -816782.071203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25634.440000 sec): 3 clusters
  Score: Raw -814133.324933 + Penalty 2900.167139 = -811233.157794
  nChanged 3167
		SP:Iteration 1F (25634.640000 sec): 3 clusters
  Score: Raw -815906.304189 + Penalty 2900.167139 = -813006.137050
  nChanged 487
		SP:Iteration 2F (25634.880000 sec): 3 clusters
  Score: Raw -816194.478378 + Penalty 2900.167139 = -813294.311239
  nChanged 489
		SP:Iteration 3F (25635.040000 sec): 3 clusters
  Score: Raw -816523.991435 + Penalty 2900.167139 = -813623.824296
  nChanged 492
		SP:Iteration 4F (25635.280000 sec): 3 clusters
  Score: Raw -816930.126157 + Penalty 2900.167139 = -814029.959018
  nChanged 530
		SP:Iteration 5F (25635.450000 sec): 3 clusters
  Score: Raw -817362.048727 + Penalty 2900.167139 = -814461.881587
  nChanged 481
		SP:Iteration 6F (25635.620000 sec): 3 clusters
  Score: Raw -817680.631377 + Penalty 2900.167139 = -814780.464238
  nChanged 364
		SP:Iteration 7Q (25635.820000 sec): 3 clusters
  Score: Raw -817894.305324 + Penalty 2900.167139 = -814994.138185
  nChanged 259
		SP:Iteration 8Q (25636.040000 sec): 3 clusters
  Score: Raw -818009.424649 + Penalty 2900.167139 = -815109.257509
  nChanged 147
		SP:Iteration 9Q (25636.220000 sec): 3 clusters
  Score: Raw -818060.342747 + Penalty 2900.167139 = -815160.175608
  nChanged 102
		SP:Iteration 10Q (25636.440000 sec): 3 clusters
  Score: Raw -818089.830880 + Penalty 2900.167139 = -815189.663741
  nChanged 83
		SP:Iteration 11Q (25636.630000 sec): 3 clusters
  Score: Raw -818112.830514 + Penalty 2900.167139 = -815212.663375
  nChanged 63
		SP:Iteration 12Q (25636.810000 sec): 3 clusters
  Score: Raw -818127.599552 + Penalty 2900.167139 = -815227.432412
  nChanged 45
		SP:Iteration 13Q (25637.070000 sec): 3 clusters
  Score: Raw -818136.329111 + Penalty 2900.167139 = -815236.161972
  nChanged 37
		SP:Iteration 14Q (25637.250000 sec): 3 clusters
  Score: Raw -818144.167235 + Penalty 2900.167139 = -815244.000096
  nChanged 28
		SP:Iteration 15Q (25637.440000 sec): 3 clusters
  Score: Raw -818150.979858 + Penalty 2900.167139 = -815250.812719
  nChanged 23
		SP:Iteration 16Q (25637.680000 sec): 3 clusters
  Score: Raw -818155.917841 + Penalty 2900.167139 = -815255.750702
  nChanged 22
		SP:Iteration 17Q (25637.860000 sec): 3 clusters
  Score: Raw -818160.818073 + Penalty 2900.167139 = -815260.650934
  nChanged 21
		SP:Iteration 18Q (25638.060000 sec): 3 clusters
  Score: Raw -818165.384223 + Penalty 2900.167139 = -815265.217083
  nChanged 18
		SP:Iteration 19Q (25638.270000 sec): 3 clusters
  Score: Raw -818168.569653 + Penalty 2900.167139 = -815268.402514
  nChanged 13
		SP:Iteration 20F (25638.490000 sec): 3 clusters
  Score: Raw -818170.655845 + Penalty 2900.167139 = -815270.488706
  nChanged 8
		SP:Iteration 21Q (25638.670000 sec): 3 clusters
  Score: Raw -818171.883669 + Penalty 2900.167139 = -815271.716530
  nChanged 7
		SP:Iteration 22Q (25638.870000 sec): 3 clusters
  Score: Raw -818172.690678 + Penalty 2900.167139 = -815272.523539
  nChanged 7
		SP:Iteration 23Q (25639.070000 sec): 3 clusters
  Score: Raw -818173.992486 + Penalty 2900.167139 = -815273.825347
  nChanged 6
		SP:Iteration 24Q (25639.280000 sec): 3 clusters
  Score: Raw -818175.231820 + Penalty 2900.167139 = -815275.064681
  nChanged 9
		SP:Iteration 25Q (25639.490000 sec): 3 clusters
  Score: Raw -818176.568343 + Penalty 2900.167139 = -815276.401204
  nChanged 8
		SP:Iteration 26Q (25639.680000 sec): 3 clusters
  Score: Raw -818178.422969 + Penalty 2900.167139 = -815278.255829
  nChanged 9
		SP:Iteration 27Q (25639.900000 sec): 3 clusters
  Score: Raw -818180.254478 + Penalty 2900.167139 = -815280.087338
  nChanged 14
		SP:Iteration 28Q (25640.130000 sec): 3 clusters
  Score: Raw -818182.428749 + Penalty 2900.167139 = -815282.261609
  nChanged 9
		SP:Iteration 29Q (25640.330000 sec): 3 clusters
  Score: Raw -818184.304876 + Penalty 2900.167139 = -815284.137737
  nChanged 6
		SP:Iteration 30Q (25640.540000 sec): 3 clusters
  Score: Raw -818185.421398 + Penalty 2900.167139 = -815285.254258
  nChanged 9
		SP:Iteration 31Q (25640.750000 sec): 3 clusters
  Score: Raw -818186.932556 + Penalty 2900.167139 = -815286.765417
  nChanged 7
		SP:Iteration 32Q (25640.990000 sec): 3 clusters
  Score: Raw -818188.787456 + Penalty 2900.167139 = -815288.620317
  nChanged 12
		SP:Iteration 33Q (25641.160000 sec): 3 clusters
  Score: Raw -818191.687266 + Penalty 2900.167139 = -815291.520126
  nChanged 15
		SP:Iteration 34Q (25641.360000 sec): 3 clusters
  Score: Raw -818195.226376 + Penalty 2900.167139 = -815295.059236
  nChanged 18
		SP:Iteration 35Q (25641.580000 sec): 3 clusters
  Score: Raw -818198.853334 + Penalty 2900.167139 = -815298.686195
  nChanged 18
		SP:Iteration 36Q (25641.790000 sec): 3 clusters
  Score: Raw -818202.620111 + Penalty 2900.167139 = -815302.452972
  nChanged 16
		SP:Iteration 37Q (25641.970000 sec): 3 clusters
  Score: Raw -818205.127317 + Penalty 2900.167139 = -815304.960178
  nChanged 11
		SP:Iteration 38Q (25642.120000 sec): 3 clusters
  Score: Raw -818208.125724 + Penalty 2900.167139 = -815307.958585
  nChanged 14
		SP:Iteration 39Q (25642.310000 sec): 3 clusters
  Score: Raw -818211.111566 + Penalty 2900.167139 = -815310.944427
  nChanged 12
		SP:Iteration 40F (25642.490000 sec): 3 clusters
  Score: Raw -818214.376084 + Penalty 2900.167139 = -815314.208945
  nChanged 14
		SP:Iteration 41Q (25642.710000 sec): 3 clusters
  Score: Raw -818216.937236 + Penalty 2900.167139 = -815316.770097
  nChanged 11
		SP:Iteration 42Q (25642.870000 sec): 3 clusters
  Score: Raw -818219.450205 + Penalty 2900.167139 = -815319.283066
  nChanged 5
		SP:Iteration 43Q (25643.060000 sec): 3 clusters
  Score: Raw -818220.137043 + Penalty 2900.167139 = -815319.969904
  nChanged 6
		SP:Iteration 44Q (25643.260000 sec): 3 clusters
  Score: Raw -818221.725480 + Penalty 2900.167139 = -815321.558341
  nChanged 4
		SP:Iteration 45Q (25643.480000 sec): 3 clusters
  Score: Raw -818222.080900 + Penalty 2900.167139 = -815321.913761
  nChanged 2
		SP:Iteration 46Q (25643.670000 sec): 3 clusters
  Score: Raw -818222.283027 + Penalty 2900.167139 = -815322.115888
  nChanged 1
		SP:Iteration 47Q (25643.890000 sec): 3 clusters
  Score: Raw -818222.451317 + Penalty 2900.167139 = -815322.284178
  nChanged 0
		SP:Iteration 48F (25644.070000 sec): 3 clusters
  Score: Raw -818222.451317 + Penalty 2900.167139 = -815322.284178
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25644.180000 sec): 2 clusters
  Score: Raw -351588.076452 + Penalty 1311.166381 = -350276.910070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25644.400000 sec): 3 clusters
  Score: Raw -350027.718846 + Penalty 2622.332763 = -347405.386083
  nChanged 1226
		SP:Iteration 1F (25644.570000 sec): 3 clusters
  Score: Raw -350746.222414 + Penalty 2622.332763 = -348123.889651
  nChanged 279
		SP:Iteration 2F (25644.720000 sec): 3 clusters
  Score: Raw -350955.021957 + Penalty 2622.332763 = -348332.689195
  nChanged 211
		SP:Iteration 3F (25644.910000 sec): 3 clusters
  Score: Raw -351125.165378 + Penalty 2622.332763 = -348502.832616
  nChanged 169
		SP:Iteration 4F (25645.050000 sec): 3 clusters
  Score: Raw -351283.927227 + Penalty 2622.332763 = -348661.594465
  nChanged 146
		SP:Iteration 5Q (25645.220000 sec): 3 clusters
  Score: Raw -351422.246158 + Penalty 2622.332763 = -348799.913395
  nChanged 132
		SP:Iteration 6Q (25645.400000 sec): 3 clusters
  Score: Raw -351532.775255 + Penalty 2622.332763 = -348910.442493
  nChanged 106
		SP:Iteration 7Q (25645.570000 sec): 3 clusters
  Score: Raw -351635.533032 + Penalty 2622.332763 = -349013.200270
  nChanged 121
		SP:Iteration 8Q (25645.740000 sec): 3 clusters
  Score: Raw -351764.041823 + Penalty 2622.332763 = -349141.709061
  nChanged 110
		SP:Iteration 9Q (25645.900000 sec): 3 clusters
  Score: Raw -351861.442199 + Penalty 2622.332763 = -349239.109436
  nChanged 99
		SP:Iteration 10Q (25646.040000 sec): 3 clusters
  Score: Raw -351941.707365 + Penalty 2622.332763 = -349319.374602
  nChanged 89
		SP:Iteration 11Q (25646.200000 sec): 3 clusters
  Score: Raw -351998.252614 + Penalty 2622.332763 = -349375.919852
  nChanged 69
		SP:Iteration 12Q (25646.360000 sec): 3 clusters
  Score: Raw -352041.586252 + Penalty 2622.332763 = -349419.253489
  nChanged 62
		SP:Iteration 13Q (25646.530000 sec): 3 clusters
  Score: Raw -352073.035389 + Penalty 2622.332763 = -349450.702627
  nChanged 50
		SP:Iteration 14Q (25646.700000 sec): 3 clusters
  Score: Raw -352099.040611 + Penalty 2622.332763 = -349476.707848
  nChanged 40
		SP:Iteration 15Q (25646.880000 sec): 3 clusters
  Score: Raw -352115.804584 + Penalty 2622.332763 = -349493.471821
  nChanged 32
		SP:Iteration 16Q (25647.020000 sec): 3 clusters
  Score: Raw -352129.901573 + Penalty 2622.332763 = -349507.568811
  nChanged 30
		SP:Iteration 17Q (25647.170000 sec): 3 clusters
  Score: Raw -352140.674402 + Penalty 2622.332763 = -349518.341640
  nChanged 25
		SP:Iteration 18Q (25647.330000 sec): 3 clusters
  Score: Raw -352152.793033 + Penalty 2622.332763 = -349530.460270
  nChanged 24
		SP:Iteration 19Q (25647.510000 sec): 3 clusters
  Score: Raw -352163.526762 + Penalty 2622.332763 = -349541.193999
  nChanged 18
		SP:Iteration 20F (25647.700000 sec): 3 clusters
  Score: Raw -352169.593086 + Penalty 2622.332763 = -349547.260323
  nChanged 19
		SP:Iteration 21Q (25647.880000 sec): 3 clusters
  Score: Raw -352177.312503 + Penalty 2622.332763 = -349554.979740
  nChanged 19
		SP:Iteration 22Q (25648.030000 sec): 3 clusters
  Score: Raw -352183.778627 + Penalty 2622.332763 = -349561.445864
  nChanged 14
		SP:Iteration 23Q (25648.230000 sec): 3 clusters
  Score: Raw -352190.800978 + Penalty 2622.332763 = -349568.468215
  nChanged 12
		SP:Iteration 24Q (25648.400000 sec): 3 clusters
  Score: Raw -352193.937944 + Penalty 2622.332763 = -349571.605181
  nChanged 8
		SP:Iteration 25Q (25648.530000 sec): 3 clusters
  Score: Raw -352196.021060 + Penalty 2622.332763 = -349573.688298
  nChanged 10
		SP:Iteration 26Q (25648.720000 sec): 3 clusters
  Score: Raw -352198.553149 + Penalty 2622.332763 = -349576.220386
  nChanged 6
		SP:Iteration 27Q (25648.940000 sec): 3 clusters
  Score: Raw -352199.737083 + Penalty 2622.332763 = -349577.404321
  nChanged 4
		SP:Iteration 28Q (25649.130000 sec): 3 clusters
  Score: Raw -352200.218750 + Penalty 2622.332763 = -349577.885988
  nChanged 0
		SP:Iteration 29F (25649.280000 sec): 3 clusters
  Score: Raw -352200.218750 + Penalty 2622.332763 = -349577.885988
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25649.390000 sec): 2 clusters
  Score: Raw -19612.449939 + Penalty 888.559773 = -18723.890166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25649.580000 sec): 3 clusters
  Score: Raw -19796.039601 + Penalty 1777.119546 = -18018.920055
  nChanged 45
		SP:Iteration 1F (25649.750000 sec): 3 clusters
  Score: Raw -19883.226401 + Penalty 1777.119546 = -18106.106856
  nChanged 6
		SP:Iteration 2Q (25649.930000 sec): 3 clusters
  Score: Raw -19902.180340 + Penalty 1777.119546 = -18125.060794
  nChanged 4
		SP:Iteration 3Q (25650.090000 sec): 3 clusters
  Score: Raw -19925.322116 + Penalty 1777.119546 = -18148.202570
  nChanged 1
		SP:Iteration 4Q (25650.250000 sec): 3 clusters
  Score: Raw -19934.845852 + Penalty 1777.119546 = -18157.726306
  nChanged 2
		SP:Iteration 5Q (25650.410000 sec): 3 clusters
  Score: Raw -19939.301006 + Penalty 1777.119546 = -18162.181461
  nChanged 2
		SP:Iteration 6Q (25650.590000 sec): 3 clusters
  Score: Raw -19941.452217 + Penalty 1777.119546 = -18164.332671
  nChanged 1
		SP:Iteration 7Q (25650.770000 sec): 3 clusters
  Score: Raw -19942.120680 + Penalty 1777.119546 = -18165.001134
  nChanged 0
		SP:Iteration 8F (25650.880000 sec): 3 clusters
  Score: Raw -19942.120680 + Penalty 1777.119546 = -18165.001134
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (6853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25651.010000 sec): 2 clusters
  Score: Raw -753225.311136 + Penalty 1435.271791 = -751790.039345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25651.250000 sec): 3 clusters
  Score: Raw -749541.993035 + Penalty 2870.543582 = -746671.449453
  nChanged 2814
		SP:Iteration 1F (25651.390000 sec): 3 clusters
  Score: Raw -750960.937503 + Penalty 2870.543582 = -748090.393921
  nChanged 468
		SP:Iteration 2F (25651.580000 sec): 3 clusters
  Score: Raw -751208.180812 + Penalty 2870.543582 = -748337.637230
  nChanged 391
		SP:Iteration 3F (25651.790000 sec): 3 clusters
  Score: Raw -751397.915672 + Penalty 2870.543582 = -748527.372090
  nChanged 310
		SP:Iteration 4Q (25652.010000 sec): 3 clusters
  Score: Raw -751578.373587 + Penalty 2870.543582 = -748707.830005
  nChanged 326
		SP:Iteration 5Q (25652.170000 sec): 3 clusters
  Score: Raw -751787.281032 + Penalty 2870.543582 = -748916.737449
  nChanged 307
		SP:Iteration 6Q (25652.330000 sec): 3 clusters
  Score: Raw -752002.271934 + Penalty 2870.543582 = -749131.728352
  nChanged 323
		SP:Iteration 7Q (25652.510000 sec): 3 clusters
  Score: Raw -752273.217231 + Penalty 2870.543582 = -749402.673649
  nChanged 360
		SP:Iteration 8F (25652.680000 sec): 3 clusters
  Score: Raw -752582.914539 + Penalty 2870.543582 = -749712.370956
  nChanged 322
		SP:Iteration 9Q (25652.920000 sec): 3 clusters
  Score: Raw -752850.675823 + Penalty 2870.543582 = -749980.132240
  nChanged 271
		SP:Iteration 10Q (25653.130000 sec): 3 clusters
  Score: Raw -753040.088242 + Penalty 2870.543582 = -750169.544660
  nChanged 236
		SP:Iteration 11Q (25653.300000 sec): 3 clusters
  Score: Raw -753195.919162 + Penalty 2870.543582 = -750325.375580
  nChanged 208
		SP:Iteration 12Q (25653.490000 sec): 3 clusters
  Score: Raw -753311.654681 + Penalty 2870.543582 = -750441.111099
  nChanged 175
		SP:Iteration 13Q (25653.680000 sec): 3 clusters
  Score: Raw -753407.490508 + Penalty 2870.543582 = -750536.946925
  nChanged 166
		SP:Iteration 14Q (25653.910000 sec): 3 clusters
  Score: Raw -753488.929481 + Penalty 2870.543582 = -750618.385898
  nChanged 132
		SP:Iteration 15Q (25654.110000 sec): 3 clusters
  Score: Raw -753539.782245 + Penalty 2870.543582 = -750669.238662
  nChanged 91
		SP:Iteration 16Q (25654.300000 sec): 3 clusters
  Score: Raw -753571.888182 + Penalty 2870.543582 = -750701.344600
  nChanged 76
		SP:Iteration 17Q (25654.490000 sec): 3 clusters
  Score: Raw -753602.601129 + Penalty 2870.543582 = -750732.057547
  nChanged 69
		SP:Iteration 18Q (25654.680000 sec): 3 clusters
  Score: Raw -753630.122877 + Penalty 2870.543582 = -750759.579295
  nChanged 70
		SP:Iteration 19Q (25654.880000 sec): 3 clusters
  Score: Raw -753650.910167 + Penalty 2870.543582 = -750780.366584
  nChanged 55
		SP:Iteration 20F (25655.090000 sec): 3 clusters
  Score: Raw -753666.394482 + Penalty 2870.543582 = -750795.850900
  nChanged 49
		SP:Iteration 21Q (25655.320000 sec): 3 clusters
  Score: Raw -753679.524945 + Penalty 2870.543582 = -750808.981362
  nChanged 37
		SP:Iteration 22Q (25655.560000 sec): 3 clusters
  Score: Raw -753689.941702 + Penalty 2870.543582 = -750819.398120
  nChanged 28
		SP:Iteration 23Q (25655.740000 sec): 3 clusters
  Score: Raw -753697.666407 + Penalty 2870.543582 = -750827.122825
  nChanged 34
		SP:Iteration 24Q (25655.930000 sec): 3 clusters
  Score: Raw -753706.036883 + Penalty 2870.543582 = -750835.493301
  nChanged 30
		SP:Iteration 25Q (25656.150000 sec): 3 clusters
  Score: Raw -753713.276396 + Penalty 2870.543582 = -750842.732814
  nChanged 24
		SP:Iteration 26Q (25656.360000 sec): 3 clusters
  Score: Raw -753720.658508 + Penalty 2870.543582 = -750850.114926
  nChanged 24
		SP:Iteration 27Q (25656.530000 sec): 3 clusters
  Score: Raw -753726.797502 + Penalty 2870.543582 = -750856.253920
  nChanged 22
		SP:Iteration 28Q (25656.760000 sec): 3 clusters
  Score: Raw -753731.346154 + Penalty 2870.543582 = -750860.802571
  nChanged 16
		SP:Iteration 29Q (25656.920000 sec): 3 clusters
  Score: Raw -753735.279903 + Penalty 2870.543582 = -750864.736321
  nChanged 13
		SP:Iteration 30Q (25657.110000 sec): 3 clusters
  Score: Raw -753738.259770 + Penalty 2870.543582 = -750867.716188
  nChanged 9
		SP:Iteration 31Q (25657.310000 sec): 3 clusters
  Score: Raw -753740.324554 + Penalty 2870.543582 = -750869.780972
  nChanged 8
		SP:Iteration 32Q (25657.530000 sec): 3 clusters
  Score: Raw -753742.657837 + Penalty 2870.543582 = -750872.114254
  nChanged 18
		SP:Iteration 33Q (25657.700000 sec): 3 clusters
  Score: Raw -753746.382695 + Penalty 2870.543582 = -750875.839113
  nChanged 13
		SP:Iteration 34Q (25657.940000 sec): 3 clusters
  Score: Raw -753748.980259 + Penalty 2870.543582 = -750878.436676
  nChanged 10
		SP:Iteration 35Q (25658.140000 sec): 3 clusters
  Score: Raw -753751.143276 + Penalty 2870.543582 = -750880.599693
  nChanged 12
		SP:Iteration 36Q (25658.290000 sec): 3 clusters
  Score: Raw -753753.640190 + Penalty 2870.543582 = -750883.096608
  nChanged 8
		SP:Iteration 37Q (25658.520000 sec): 3 clusters
  Score: Raw -753755.325128 + Penalty 2870.543582 = -750884.781546
  nChanged 9
		SP:Iteration 38Q (25658.710000 sec): 3 clusters
  Score: Raw -753757.190240 + Penalty 2870.543582 = -750886.646658
  nChanged 6
		SP:Iteration 39Q (25658.920000 sec): 3 clusters
  Score: Raw -753758.482761 + Penalty 2870.543582 = -750887.939179
  nChanged 6
		SP:Iteration 40F (25659.120000 sec): 3 clusters
  Score: Raw -753760.108525 + Penalty 2870.543582 = -750889.564943
  nChanged 8
		SP:Iteration 41Q (25659.320000 sec): 3 clusters
  Score: Raw -753761.988897 + Penalty 2870.543582 = -750891.445314
  nChanged 8
		SP:Iteration 42Q (25659.530000 sec): 3 clusters
  Score: Raw -753763.809629 + Penalty 2870.543582 = -750893.266047
  nChanged 7
		SP:Iteration 43Q (25659.710000 sec): 3 clusters
  Score: Raw -753765.108102 + Penalty 2870.543582 = -750894.564520
  nChanged 6
		SP:Iteration 44Q (25659.880000 sec): 3 clusters
  Score: Raw -753766.059989 + Penalty 2870.543582 = -750895.516407
  nChanged 7
		SP:Iteration 45Q (25660.080000 sec): 3 clusters
  Score: Raw -753767.235850 + Penalty 2870.543582 = -750896.692267
  nChanged 7
		SP:Iteration 46Q (25660.310000 sec): 3 clusters
  Score: Raw -753768.806024 + Penalty 2870.543582 = -750898.262442
  nChanged 6
		SP:Iteration 47Q (25660.500000 sec): 3 clusters
  Score: Raw -753769.773485 + Penalty 2870.543582 = -750899.229903
  nChanged 4
		SP:Iteration 48Q (25660.690000 sec): 3 clusters
  Score: Raw -753770.746160 + Penalty 2870.543582 = -750900.202578
  nChanged 6
		SP:Iteration 49Q (25660.870000 sec): 3 clusters
  Score: Raw -753771.587821 + Penalty 2870.543582 = -750901.044238
  nChanged 4
		SP:Iteration 50Q (25661.100000 sec): 3 clusters
  Score: Raw -753772.209190 + Penalty 2870.543582 = -750901.665608
  nChanged 2
		SP:Iteration 51Q (25661.290000 sec): 3 clusters
  Score: Raw -753772.501546 + Penalty 2870.543582 = -750901.957963
  nChanged 3
		SP:Iteration 52Q (25661.520000 sec): 3 clusters
  Score: Raw -753773.088195 + Penalty 2870.543582 = -750902.544612
  nChanged 3
		SP:Iteration 53Q (25661.720000 sec): 3 clusters
  Score: Raw -753773.574467 + Penalty 2870.543582 = -750903.030885
  nChanged 3
		SP:Iteration 54Q (25661.960000 sec): 3 clusters
  Score: Raw -753774.002711 + Penalty 2870.543582 = -750903.459129
  nChanged 1
		SP:Iteration 55Q (25662.140000 sec): 3 clusters
  Score: Raw -753774.125150 + Penalty 2870.543582 = -750903.581568
  nChanged 1
		SP:Iteration 56Q (25662.340000 sec): 3 clusters
  Score: Raw -753774.383207 + Penalty 2870.543582 = -750903.839625
  nChanged 4
		SP:Iteration 57Q (25662.530000 sec): 3 clusters
  Score: Raw -753775.021164 + Penalty 2870.543582 = -750904.477582
  nChanged 1
		SP:Iteration 58Q (25662.750000 sec): 3 clusters
  Score: Raw -753775.161454 + Penalty 2870.543582 = -750904.617872
  nChanged 0
		SP:Iteration 59F (25662.970000 sec): 3 clusters
  Score: Raw -753775.161454 + Penalty 2870.543582 = -750904.617872
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25663.060000 sec): 2 clusters
  Score: Raw -23874.270797 + Penalty 891.279502 = -22982.991296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25663.220000 sec): 3 clusters
  Score: Raw -23986.281598 + Penalty 1782.559003 = -22203.722595
  nChanged 35
		SP:Iteration 1F (25663.390000 sec): 3 clusters
  Score: Raw -24085.683050 + Penalty 1782.559003 = -22303.124046
  nChanged 13
		SP:Iteration 2F (25663.590000 sec): 3 clusters
  Score: Raw -24125.948416 + Penalty 1782.559003 = -22343.389412
  nChanged 4
		SP:Iteration 3Q (25663.750000 sec): 3 clusters
  Score: Raw -24134.079740 + Penalty 1782.559003 = -22351.520736
  nChanged 5
		SP:Iteration 4Q (25663.930000 sec): 3 clusters
  Score: Raw -24149.892355 + Penalty 1782.559003 = -22367.333352
  nChanged 4
		SP:Iteration 5Q (25664.130000 sec): 3 clusters
  Score: Raw -24160.548020 + Penalty 1782.559003 = -22377.989016
  nChanged 4
		SP:Iteration 6Q (25664.300000 sec): 3 clusters
  Score: Raw -24171.386848 + Penalty 1782.559003 = -22388.827844
  nChanged 3
		SP:Iteration 7Q (25664.480000 sec): 3 clusters
  Score: Raw -24181.811629 + Penalty 1782.559003 = -22399.252626
  nChanged 2
		SP:Iteration 8Q (25664.640000 sec): 3 clusters
  Score: Raw -24189.428247 + Penalty 1782.559003 = -22406.869243
  nChanged 2
		SP:Iteration 9Q (25664.830000 sec): 3 clusters
  Score: Raw -24198.363599 + Penalty 1782.559003 = -22415.804595
  nChanged 1
		SP:Iteration 10Q (25665.000000 sec): 3 clusters
  Score: Raw -24203.772039 + Penalty 1782.559003 = -22421.213036
  nChanged 1
		SP:Iteration 11Q (25665.200000 sec): 3 clusters
  Score: Raw -24207.780987 + Penalty 1782.559003 = -22425.221984
  nChanged 0
		SP:Iteration 12F (25665.350000 sec): 3 clusters
  Score: Raw -24207.780987 + Penalty 1782.559003 = -22425.221984
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25665.700000 sec): 2 clusters
  Score: Raw -4922478.673151 + Penalty 1740.361801 = -4920738.311350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25666.090000 sec): 3 clusters
  Score: Raw -4894308.917801 + Penalty 3480.723602 = -4890828.194199
  nChanged 20882
		SP:Iteration 1F (25666.450000 sec): 3 clusters
  Score: Raw -4906313.648287 + Penalty 3480.723602 = -4902832.924686
  nChanged 2165
		SP:Iteration 2Q (25666.800000 sec): 3 clusters
  Score: Raw -4907237.393102 + Penalty 3480.723602 = -4903756.669500
  nChanged 2424
		SP:Iteration 3F (25667.130000 sec): 3 clusters
  Score: Raw -4908491.611939 + Penalty 3480.723602 = -4905010.888337
  nChanged 2654
		SP:Iteration 4F (25667.490000 sec): 3 clusters
  Score: Raw -4910037.090320 + Penalty 3480.723602 = -4906556.366718
  nChanged 2828
		SP:Iteration 5F (25667.880000 sec): 3 clusters
  Score: Raw -4911842.625408 + Penalty 3480.723602 = -4908361.901806
  nChanged 2816
		SP:Iteration 6F (25668.250000 sec): 3 clusters
  Score: Raw -4913655.673474 + Penalty 3480.723602 = -4910174.949872
  nChanged 2492
		SP:Iteration 7F (25668.650000 sec): 3 clusters
  Score: Raw -4915216.342094 + Penalty 3480.723602 = -4911735.618492
  nChanged 2040
		SP:Iteration 8Q (25669.070000 sec): 3 clusters
  Score: Raw -4916372.703021 + Penalty 3480.723602 = -4912891.979420
  nChanged 1566
		SP:Iteration 9Q (25669.450000 sec): 3 clusters
  Score: Raw -4917077.262769 + Penalty 3480.723602 = -4913596.539167
  nChanged 1100
		SP:Iteration 10Q (25669.800000 sec): 3 clusters
  Score: Raw -4917508.695244 + Penalty 3480.723602 = -4914027.971642
  nChanged 883
		SP:Iteration 11Q (25670.130000 sec): 3 clusters
  Score: Raw -4917846.163061 + Penalty 3480.723602 = -4914365.439460
  nChanged 786
		SP:Iteration 12Q (25670.530000 sec): 3 clusters
  Score: Raw -4918160.160311 + Penalty 3480.723602 = -4914679.436709
  nChanged 770
		SP:Iteration 13Q (25670.820000 sec): 3 clusters
  Score: Raw -4918488.869640 + Penalty 3480.723602 = -4915008.146039
  nChanged 787
		SP:Iteration 14Q (25671.220000 sec): 3 clusters
  Score: Raw -4918822.201832 + Penalty 3480.723602 = -4915341.478230
  nChanged 758
		SP:Iteration 15Q (25671.560000 sec): 3 clusters
  Score: Raw -4919135.408993 + Penalty 3480.723602 = -4915654.685391
  nChanged 714
		SP:Iteration 16Q (25671.970000 sec): 3 clusters
  Score: Raw -4919455.448174 + Penalty 3480.723602 = -4915974.724572
  nChanged 700
		SP:Iteration 17Q (25672.360000 sec): 3 clusters
  Score: Raw -4919757.622594 + Penalty 3480.723602 = -4916276.898992
  nChanged 672
		SP:Iteration 18Q (25672.780000 sec): 3 clusters
  Score: Raw -4920022.761111 + Penalty 3480.723602 = -4916542.037509
  nChanged 596
		SP:Iteration 19Q (25673.150000 sec): 3 clusters
  Score: Raw -4920250.221356 + Penalty 3480.723602 = -4916769.497755
  nChanged 566
		SP:Iteration 20F (25673.570000 sec): 3 clusters
  Score: Raw -4920463.083506 + Penalty 3480.723602 = -4916982.359905
  nChanged 517
		SP:Iteration 21Q (25673.940000 sec): 3 clusters
  Score: Raw -4920646.938597 + Penalty 3480.723602 = -4917166.214995
  nChanged 503
		SP:Iteration 22Q (25674.310000 sec): 3 clusters
  Score: Raw -4920831.605533 + Penalty 3480.723602 = -4917350.881931
  nChanged 492
		SP:Iteration 23Q (25674.610000 sec): 3 clusters
  Score: Raw -4921004.461995 + Penalty 3480.723602 = -4917523.738393
  nChanged 459
		SP:Iteration 24Q (25675.060000 sec): 3 clusters
  Score: Raw -4921159.164316 + Penalty 3480.723602 = -4917678.440715
  nChanged 406
		SP:Iteration 25Q (25675.450000 sec): 3 clusters
  Score: Raw -4921285.192523 + Penalty 3480.723602 = -4917804.468922
  nChanged 360
		SP:Iteration 26Q (25675.860000 sec): 3 clusters
  Score: Raw -4921392.107881 + Penalty 3480.723602 = -4917911.384279
  nChanged 346
		SP:Iteration 27Q (25676.280000 sec): 3 clusters
  Score: Raw -4921493.069217 + Penalty 3480.723602 = -4918012.345615
  nChanged 325
		SP:Iteration 28Q (25676.740000 sec): 3 clusters
  Score: Raw -4921583.769343 + Penalty 3480.723602 = -4918103.045741
  nChanged 293
		SP:Iteration 29Q (25677.190000 sec): 3 clusters
  Score: Raw -4921660.972366 + Penalty 3480.723602 = -4918180.248765
  nChanged 285
		SP:Iteration 30Q (25677.620000 sec): 3 clusters
  Score: Raw -4921734.104385 + Penalty 3480.723602 = -4918253.380783
  nChanged 241
		SP:Iteration 31Q (25678.010000 sec): 3 clusters
  Score: Raw -4921798.589687 + Penalty 3480.723602 = -4918317.866086
  nChanged 246
		SP:Iteration 32Q (25678.440000 sec): 3 clusters
  Score: Raw -4921871.566038 + Penalty 3480.723602 = -4918390.842436
  nChanged 256
		SP:Iteration 33Q (25678.820000 sec): 3 clusters
  Score: Raw -4921946.517714 + Penalty 3480.723602 = -4918465.794112
  nChanged 210
		SP:Iteration 34Q (25679.190000 sec): 3 clusters
  Score: Raw -4922014.732070 + Penalty 3480.723602 = -4918534.008469
  nChanged 218
		SP:Iteration 35Q (25679.560000 sec): 3 clusters
  Score: Raw -4922092.562140 + Penalty 3480.723602 = -4918611.838538
  nChanged 246
		SP:Iteration 36Q (25679.930000 sec): 3 clusters
  Score: Raw -4922191.444821 + Penalty 3480.723602 = -4918710.721220
  nChanged 242
		SP:Iteration 37Q (25680.350000 sec): 3 clusters
  Score: Raw -4922287.499519 + Penalty 3480.723602 = -4918806.775917
  nChanged 228
		SP:Iteration 38Q (25680.670000 sec): 3 clusters
  Score: Raw -4922384.003633 + Penalty 3480.723602 = -4918903.280031
  nChanged 235
		SP:Iteration 39Q (25680.980000 sec): 3 clusters
  Score: Raw -4922489.927023 + Penalty 3480.723602 = -4919009.203421
  nChanged 203
		SP:Iteration 40F (25681.360000 sec): 3 clusters
  Score: Raw -4922593.819399 + Penalty 3480.723602 = -4919113.095798
  nChanged 172
		SP:Iteration 41Q (25681.690000 sec): 3 clusters
  Score: Raw -4922698.405767 + Penalty 3480.723602 = -4919217.682166
  nChanged 179
		SP:Iteration 42Q (25681.990000 sec): 3 clusters
  Score: Raw -4922806.218670 + Penalty 3480.723602 = -4919325.495068
  nChanged 131
		SP:Iteration 43Q (25682.330000 sec): 3 clusters
  Score: Raw -4922876.788965 + Penalty 3480.723602 = -4919396.065363
  nChanged 123
		SP:Iteration 44Q (25682.710000 sec): 3 clusters
  Score: Raw -4922936.623087 + Penalty 3480.723602 = -4919455.899485
  nChanged 108
		SP:Iteration 45Q (25683.030000 sec): 3 clusters
  Score: Raw -4922982.782528 + Penalty 3480.723602 = -4919502.058926
  nChanged 96
		SP:Iteration 46Q (25683.380000 sec): 3 clusters
  Score: Raw -4923020.267654 + Penalty 3480.723602 = -4919539.544052
  nChanged 65
		SP:Iteration 47Q (25683.760000 sec): 3 clusters
  Score: Raw -4923044.600736 + Penalty 3480.723602 = -4919563.877135
  nChanged 52
		SP:Iteration 48Q (25684.130000 sec): 3 clusters
  Score: Raw -4923059.913039 + Penalty 3480.723602 = -4919579.189437
  nChanged 41
		SP:Iteration 49Q (25684.450000 sec): 3 clusters
  Score: Raw -4923071.681824 + Penalty 3480.723602 = -4919590.958223
  nChanged 35
		SP:Iteration 50Q (25684.830000 sec): 3 clusters
  Score: Raw -4923079.571090 + Penalty 3480.723602 = -4919598.847488
  nChanged 22
		SP:Iteration 51Q (25685.210000 sec): 3 clusters
  Score: Raw -4923084.808100 + Penalty 3480.723602 = -4919604.084499
  nChanged 18
		SP:Iteration 52Q (25685.590000 sec): 3 clusters
  Score: Raw -4923088.607309 + Penalty 3480.723602 = -4919607.883707
  nChanged 13
		SP:Iteration 53Q (25685.980000 sec): 3 clusters
  Score: Raw -4923092.423421 + Penalty 3480.723602 = -4919611.699819
  nChanged 12
		SP:Iteration 54Q (25686.330000 sec): 3 clusters
  Score: Raw -4923094.991740 + Penalty 3480.723602 = -4919614.268138
  nChanged 8
		SP:Iteration 55Q (25686.690000 sec): 3 clusters
  Score: Raw -4923096.577728 + Penalty 3480.723602 = -4919615.854126
  nChanged 6
		SP:Iteration 56Q (25687.040000 sec): 3 clusters
  Score: Raw -4923097.915363 + Penalty 3480.723602 = -4919617.191762
  nChanged 9
		SP:Iteration 57Q (25687.360000 sec): 3 clusters
  Score: Raw -4923099.730944 + Penalty 3480.723602 = -4919619.007343
  nChanged 11
		SP:Iteration 58Q (25687.690000 sec): 3 clusters
  Score: Raw -4923102.753140 + Penalty 3480.723602 = -4919622.029538
  nChanged 9
		SP:Iteration 59Q (25688.030000 sec): 3 clusters
  Score: Raw -4923104.879351 + Penalty 3480.723602 = -4919624.155749
  nChanged 9
		SP:Iteration 60F (25688.400000 sec): 3 clusters
  Score: Raw -4923107.065038 + Penalty 3480.723602 = -4919626.341436
  nChanged 6
		SP:Iteration 61Q (25688.740000 sec): 3 clusters
  Score: Raw -4923108.852214 + Penalty 3480.723602 = -4919628.128613
  nChanged 5
		SP:Iteration 62Q (25689.100000 sec): 3 clusters
  Score: Raw -4923110.059352 + Penalty 3480.723602 = -4919629.335751
  nChanged 5
		SP:Iteration 63Q (25689.450000 sec): 3 clusters
  Score: Raw -4923111.007066 + Penalty 3480.723602 = -4919630.283464
  nChanged 5
		SP:Iteration 64Q (25689.780000 sec): 3 clusters
  Score: Raw -4923111.686886 + Penalty 3480.723602 = -4919630.963284
  nChanged 5
		SP:Iteration 65Q (25690.100000 sec): 3 clusters
  Score: Raw -4923112.455529 + Penalty 3480.723602 = -4919631.731927
  nChanged 3
		SP:Iteration 66Q (25690.460000 sec): 3 clusters
  Score: Raw -4923113.037872 + Penalty 3480.723602 = -4919632.314270
  nChanged 4
		SP:Iteration 67Q (25690.820000 sec): 3 clusters
  Score: Raw -4923113.588297 + Penalty 3480.723602 = -4919632.864695
  nChanged 3
		SP:Iteration 68Q (25691.180000 sec): 3 clusters
  Score: Raw -4923114.013947 + Penalty 3480.723602 = -4919633.290346
  nChanged 2
		SP:Iteration 69Q (25691.540000 sec): 3 clusters
  Score: Raw -4923114.395953 + Penalty 3480.723602 = -4919633.672351
  nChanged 1
		SP:Iteration 70Q (25691.920000 sec): 3 clusters
  Score: Raw -4923114.689904 + Penalty 3480.723602 = -4919633.966302
  nChanged 2
		SP:Iteration 71Q (25692.280000 sec): 3 clusters
  Score: Raw -4923114.947816 + Penalty 3480.723602 = -4919634.224214
  nChanged 2
		SP:Iteration 72Q (25692.640000 sec): 3 clusters
  Score: Raw -4923115.323367 + Penalty 3480.723602 = -4919634.599765
  nChanged 3
		SP:Iteration 73Q (25693.010000 sec): 3 clusters
  Score: Raw -4923115.857091 + Penalty 3480.723602 = -4919635.133490
  nChanged 1
		SP:Iteration 74Q (25693.340000 sec): 3 clusters
  Score: Raw -4923115.920847 + Penalty 3480.723602 = -4919635.197246
  nChanged 0
		SP:Iteration 75F (25693.720000 sec): 3 clusters
  Score: Raw -4923115.920847 + Penalty 3480.723602 = -4919635.197246
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25693.850000 sec): 2 clusters
  Score: Raw -823795.824334 + Penalty 1449.062988 = -822346.761346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25694.040000 sec): 3 clusters
  Score: Raw -819716.679571 + Penalty 2898.125975 = -816818.553596
  nChanged 3122
		SP:Iteration 1F (25694.290000 sec): 3 clusters
  Score: Raw -821505.085442 + Penalty 2898.125975 = -818606.959467
  nChanged 506
		SP:Iteration 2F (25694.500000 sec): 3 clusters
  Score: Raw -821825.175323 + Penalty 2898.125975 = -818927.049348
  nChanged 473
		SP:Iteration 3F (25694.670000 sec): 3 clusters
  Score: Raw -822218.852101 + Penalty 2898.125975 = -819320.726125
  nChanged 490
		SP:Iteration 4F (25694.860000 sec): 3 clusters
  Score: Raw -822565.726558 + Penalty 2898.125975 = -819667.600583
  nChanged 459
		SP:Iteration 5F (25695.110000 sec): 3 clusters
  Score: Raw -822880.192659 + Penalty 2898.125975 = -819982.066684
  nChanged 452
		SP:Iteration 6F (25695.290000 sec): 3 clusters
  Score: Raw -823174.851291 + Penalty 2898.125975 = -820276.725316
  nChanged 384
		SP:Iteration 7F (25695.520000 sec): 3 clusters
  Score: Raw -823449.585243 + Penalty 2898.125975 = -820551.459267
  nChanged 336
		SP:Iteration 8Q (25695.710000 sec): 3 clusters
  Score: Raw -823663.531956 + Penalty 2898.125975 = -820765.405981
  nChanged 247
		SP:Iteration 9Q (25695.890000 sec): 3 clusters
  Score: Raw -823776.951363 + Penalty 2898.125975 = -820878.825388
  nChanged 173
		SP:Iteration 10Q (25696.130000 sec): 3 clusters
  Score: Raw -823841.079572 + Penalty 2898.125975 = -820942.953597
  nChanged 118
		SP:Iteration 11Q (25696.340000 sec): 3 clusters
  Score: Raw -823880.512250 + Penalty 2898.125975 = -820982.386274
  nChanged 93
		SP:Iteration 12Q (25696.510000 sec): 3 clusters
  Score: Raw -823912.937132 + Penalty 2898.125975 = -821014.811157
  nChanged 88
		SP:Iteration 13Q (25696.750000 sec): 3 clusters
  Score: Raw -823940.165098 + Penalty 2898.125975 = -821042.039123
  nChanged 78
		SP:Iteration 14Q (25696.970000 sec): 3 clusters
  Score: Raw -823963.667784 + Penalty 2898.125975 = -821065.541809
  nChanged 75
		SP:Iteration 15Q (25697.170000 sec): 3 clusters
  Score: Raw -823984.461513 + Penalty 2898.125975 = -821086.335538
  nChanged 66
		SP:Iteration 16Q (25697.390000 sec): 3 clusters
  Score: Raw -824001.887791 + Penalty 2898.125975 = -821103.761815
  nChanged 55
		SP:Iteration 17Q (25697.590000 sec): 3 clusters
  Score: Raw -824016.594834 + Penalty 2898.125975 = -821118.468858
  nChanged 39
		SP:Iteration 18Q (25697.820000 sec): 3 clusters
  Score: Raw -824026.234110 + Penalty 2898.125975 = -821128.108135
  nChanged 45
		SP:Iteration 19Q (25697.990000 sec): 3 clusters
  Score: Raw -824035.340485 + Penalty 2898.125975 = -821137.214509
  nChanged 31
		SP:Iteration 20F (25698.210000 sec): 3 clusters
  Score: Raw -824040.051453 + Penalty 2898.125975 = -821141.925478
  nChanged 20
		SP:Iteration 21Q (25698.400000 sec): 3 clusters
  Score: Raw -824043.167692 + Penalty 2898.125975 = -821145.041717
  nChanged 17
		SP:Iteration 22Q (25698.600000 sec): 3 clusters
  Score: Raw -824045.837468 + Penalty 2898.125975 = -821147.711493
  nChanged 20
		SP:Iteration 23Q (25698.800000 sec): 3 clusters
  Score: Raw -824050.145637 + Penalty 2898.125975 = -821152.019661
  nChanged 21
		SP:Iteration 24Q (25698.990000 sec): 3 clusters
  Score: Raw -824053.451365 + Penalty 2898.125975 = -821155.325390
  nChanged 13
		SP:Iteration 25Q (25699.190000 sec): 3 clusters
  Score: Raw -824055.771194 + Penalty 2898.125975 = -821157.645219
  nChanged 17
		SP:Iteration 26Q (25699.410000 sec): 3 clusters
  Score: Raw -824059.463927 + Penalty 2898.125975 = -821161.337952
  nChanged 24
		SP:Iteration 27Q (25699.610000 sec): 3 clusters
  Score: Raw -824065.399802 + Penalty 2898.125975 = -821167.273827
  nChanged 36
		SP:Iteration 28Q (25699.790000 sec): 3 clusters
  Score: Raw -824072.790050 + Penalty 2898.125975 = -821174.664075
  nChanged 26
		SP:Iteration 29Q (25700.040000 sec): 3 clusters
  Score: Raw -824078.849401 + Penalty 2898.125975 = -821180.723425
  nChanged 27
		SP:Iteration 30Q (25700.270000 sec): 3 clusters
  Score: Raw -824084.726296 + Penalty 2898.125975 = -821186.600321
  nChanged 29
		SP:Iteration 31Q (25700.430000 sec): 3 clusters
  Score: Raw -824090.996599 + Penalty 2898.125975 = -821192.870624
  nChanged 31
		SP:Iteration 32Q (25700.650000 sec): 3 clusters
  Score: Raw -824098.400782 + Penalty 2898.125975 = -821200.274806
  nChanged 38
		SP:Iteration 33Q (25700.850000 sec): 3 clusters
  Score: Raw -824105.801501 + Penalty 2898.125975 = -821207.675525
  nChanged 24
		SP:Iteration 34Q (25701.080000 sec): 3 clusters
  Score: Raw -824112.050826 + Penalty 2898.125975 = -821213.924851
  nChanged 20
		SP:Iteration 35Q (25701.240000 sec): 3 clusters
  Score: Raw -824116.781249 + Penalty 2898.125975 = -821218.655273
  nChanged 19
		SP:Iteration 36Q (25701.460000 sec): 3 clusters
  Score: Raw -824120.324616 + Penalty 2898.125975 = -821222.198641
  nChanged 16
		SP:Iteration 37Q (25701.640000 sec): 3 clusters
  Score: Raw -824123.111360 + Penalty 2898.125975 = -821224.985385
  nChanged 17
		SP:Iteration 38Q (25701.810000 sec): 3 clusters
  Score: Raw -824128.711885 + Penalty 2898.125975 = -821230.585909
  nChanged 24
		SP:Iteration 39Q (25702.000000 sec): 3 clusters
  Score: Raw -824135.251908 + Penalty 2898.125975 = -821237.125933
  nChanged 26
		SP:Iteration 40F (25702.150000 sec): 3 clusters
  Score: Raw -824142.128962 + Penalty 2898.125975 = -821244.002987
  nChanged 24
		SP:Iteration 41Q (25702.350000 sec): 3 clusters
  Score: Raw -824147.431287 + Penalty 2898.125975 = -821249.305311
  nChanged 23
		SP:Iteration 42Q (25702.530000 sec): 3 clusters
  Score: Raw -824152.601207 + Penalty 2898.125975 = -821254.475231
  nChanged 26
		SP:Iteration 43Q (25702.740000 sec): 3 clusters
  Score: Raw -824157.864184 + Penalty 2898.125975 = -821259.738209
  nChanged 20
		SP:Iteration 44Q (25702.970000 sec): 3 clusters
  Score: Raw -824161.821945 + Penalty 2898.125975 = -821263.695970
  nChanged 21
		SP:Iteration 45Q (25703.170000 sec): 3 clusters
  Score: Raw -824165.264201 + Penalty 2898.125975 = -821267.138225
  nChanged 12
		SP:Iteration 46Q (25703.390000 sec): 3 clusters
  Score: Raw -824166.903603 + Penalty 2898.125975 = -821268.777628
  nChanged 7
		SP:Iteration 47Q (25703.560000 sec): 3 clusters
  Score: Raw -824167.850086 + Penalty 2898.125975 = -821269.724111
  nChanged 8
		SP:Iteration 48Q (25703.780000 sec): 3 clusters
  Score: Raw -824169.212527 + Penalty 2898.125975 = -821271.086552
  nChanged 10
		SP:Iteration 49Q (25703.980000 sec): 3 clusters
  Score: Raw -824170.914677 + Penalty 2898.125975 = -821272.788701
  nChanged 9
		SP:Iteration 50Q (25704.180000 sec): 3 clusters
  Score: Raw -824172.428804 + Penalty 2898.125975 = -821274.302829
  nChanged 9
		SP:Iteration 51Q (25704.390000 sec): 3 clusters
  Score: Raw -824173.877696 + Penalty 2898.125975 = -821275.751721
  nChanged 8
		SP:Iteration 52Q (25704.590000 sec): 3 clusters
  Score: Raw -824175.482607 + Penalty 2898.125975 = -821277.356632
  nChanged 8
		SP:Iteration 53Q (25704.780000 sec): 3 clusters
  Score: Raw -824177.356224 + Penalty 2898.125975 = -821279.230248
  nChanged 14
		SP:Iteration 54Q (25704.980000 sec): 3 clusters
  Score: Raw -824180.330256 + Penalty 2898.125975 = -821282.204280
  nChanged 11
		SP:Iteration 55Q (25705.170000 sec): 3 clusters
  Score: Raw -824182.036852 + Penalty 2898.125975 = -821283.910877
  nChanged 11
		SP:Iteration 56Q (25705.400000 sec): 3 clusters
  Score: Raw -824183.905105 + Penalty 2898.125975 = -821285.779129
  nChanged 8
		SP:Iteration 57Q (25705.590000 sec): 3 clusters
  Score: Raw -824185.802872 + Penalty 2898.125975 = -821287.676897
  nChanged 8
		SP:Iteration 58Q (25705.800000 sec): 3 clusters
  Score: Raw -824187.608544 + Penalty 2898.125975 = -821289.482569
  nChanged 12
		SP:Iteration 59Q (25706.020000 sec): 3 clusters
  Score: Raw -824189.786180 + Penalty 2898.125975 = -821291.660204
  nChanged 7
		SP:Iteration 60F (25706.200000 sec): 3 clusters
  Score: Raw -824191.313031 + Penalty 2898.125975 = -821293.187056
  nChanged 8
		SP:Iteration 61Q (25706.400000 sec): 3 clusters
  Score: Raw -824193.112403 + Penalty 2898.125975 = -821294.986428
  nChanged 6
		SP:Iteration 62Q (25706.610000 sec): 3 clusters
  Score: Raw -824194.257886 + Penalty 2898.125975 = -821296.131911
  nChanged 6
		SP:Iteration 63Q (25706.790000 sec): 3 clusters
  Score: Raw -824195.215451 + Penalty 2898.125975 = -821297.089475
  nChanged 3
		SP:Iteration 64Q (25707.000000 sec): 3 clusters
  Score: Raw -824195.648381 + Penalty 2898.125975 = -821297.522406
  nChanged 4
		SP:Iteration 65Q (25707.230000 sec): 3 clusters
  Score: Raw -824196.353580 + Penalty 2898.125975 = -821298.227605
  nChanged 2
		SP:Iteration 66Q (25707.410000 sec): 3 clusters
  Score: Raw -824196.508144 + Penalty 2898.125975 = -821298.382168
  nChanged 1
		SP:Iteration 67Q (25707.640000 sec): 3 clusters
  Score: Raw -824196.597662 + Penalty 2898.125975 = -821298.471686
  nChanged 0
		SP:Iteration 68F (25707.850000 sec): 3 clusters
  Score: Raw -824196.597662 + Penalty 2898.125975 = -821298.471686
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25707.990000 sec): 2 clusters
  Score: Raw -930310.787149 + Penalty 1464.550892 = -928846.236257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25708.170000 sec): 3 clusters
  Score: Raw -925700.590290 + Penalty 2929.101784 = -922771.488506
  nChanged 3481
		SP:Iteration 1F (25708.390000 sec): 3 clusters
  Score: Raw -927570.143751 + Penalty 2929.101784 = -924641.041967
  nChanged 540
		SP:Iteration 2F (25708.590000 sec): 3 clusters
  Score: Raw -927818.090381 + Penalty 2929.101784 = -924888.988597
  nChanged 432
		SP:Iteration 3F (25708.800000 sec): 3 clusters
  Score: Raw -927989.996138 + Penalty 2929.101784 = -925060.894354
  nChanged 357
		SP:Iteration 4Q (25709.000000 sec): 3 clusters
  Score: Raw -928115.116039 + Penalty 2929.101784 = -925186.014255
  nChanged 291
		SP:Iteration 5Q (25709.250000 sec): 3 clusters
  Score: Raw -928221.112551 + Penalty 2929.101784 = -925292.010767
  nChanged 257
		SP:Iteration 6Q (25709.450000 sec): 3 clusters
  Score: Raw -928309.742057 + Penalty 2929.101784 = -925380.640274
  nChanged 232
		SP:Iteration 7Q (25709.640000 sec): 3 clusters
  Score: Raw -928388.551636 + Penalty 2929.101784 = -925459.449852
  nChanged 215
		SP:Iteration 8Q (25709.900000 sec): 3 clusters
  Score: Raw -928467.433170 + Penalty 2929.101784 = -925538.331386
  nChanged 217
		SP:Iteration 9Q (25710.120000 sec): 3 clusters
  Score: Raw -928544.410598 + Penalty 2929.101784 = -925615.308815
  nChanged 223
		SP:Iteration 10Q (25710.310000 sec): 3 clusters
  Score: Raw -928630.186000 + Penalty 2929.101784 = -925701.084216
  nChanged 232
		SP:Iteration 11Q (25710.540000 sec): 3 clusters
  Score: Raw -928707.730310 + Penalty 2929.101784 = -925778.628527
  nChanged 203
		SP:Iteration 12Q (25710.750000 sec): 3 clusters
  Score: Raw -928767.746293 + Penalty 2929.101784 = -925838.644509
  nChanged 190
		SP:Iteration 13Q (25710.970000 sec): 3 clusters
  Score: Raw -928828.355178 + Penalty 2929.101784 = -925899.253395
  nChanged 172
		SP:Iteration 14Q (25711.220000 sec): 3 clusters
  Score: Raw -928884.932781 + Penalty 2929.101784 = -925955.830997
  nChanged 167
		SP:Iteration 15Q (25711.440000 sec): 3 clusters
  Score: Raw -928937.238447 + Penalty 2929.101784 = -926008.136663
  nChanged 149
		SP:Iteration 16Q (25711.640000 sec): 3 clusters
  Score: Raw -928975.228873 + Penalty 2929.101784 = -926046.127089
  nChanged 114
		SP:Iteration 17Q (25711.840000 sec): 3 clusters
  Score: Raw -929008.779965 + Penalty 2929.101784 = -926079.678181
  nChanged 133
		SP:Iteration 18Q (25712.070000 sec): 3 clusters
  Score: Raw -929051.623908 + Penalty 2929.101784 = -926122.522125
  nChanged 150
		SP:Iteration 19Q (25712.290000 sec): 3 clusters
  Score: Raw -929101.076318 + Penalty 2929.101784 = -926171.974534
  nChanged 146
		SP:Iteration 20F (25712.500000 sec): 3 clusters
  Score: Raw -929146.608281 + Penalty 2929.101784 = -926217.506497
  nChanged 130
		SP:Iteration 21Q (25712.670000 sec): 3 clusters
  Score: Raw -929184.303358 + Penalty 2929.101784 = -926255.201574
  nChanged 126
		SP:Iteration 22Q (25712.880000 sec): 3 clusters
  Score: Raw -929219.834913 + Penalty 2929.101784 = -926290.733129
  nChanged 132
		SP:Iteration 23Q (25713.090000 sec): 3 clusters
  Score: Raw -929261.995480 + Penalty 2929.101784 = -926332.893696
  nChanged 137
		SP:Iteration 24Q (25713.290000 sec): 3 clusters
  Score: Raw -929305.336089 + Penalty 2929.101784 = -926376.234305
  nChanged 135
		SP:Iteration 25Q (25713.470000 sec): 3 clusters
  Score: Raw -929359.399046 + Penalty 2929.101784 = -926430.297263
  nChanged 174
		SP:Iteration 26Q (25713.700000 sec): 3 clusters
  Score: Raw -929433.548633 + Penalty 2929.101784 = -926504.446849
  nChanged 175
		SP:Iteration 27Q (25713.880000 sec): 3 clusters
  Score: Raw -929512.465140 + Penalty 2929.101784 = -926583.363357
  nChanged 184
		SP:Iteration 28Q (25714.100000 sec): 3 clusters
  Score: Raw -929600.801733 + Penalty 2929.101784 = -926671.699950
  nChanged 175
		SP:Iteration 29Q (25714.290000 sec): 3 clusters
  Score: Raw -929679.566927 + Penalty 2929.101784 = -926750.465144
  nChanged 157
		SP:Iteration 30Q (25714.500000 sec): 3 clusters
  Score: Raw -929759.929690 + Penalty 2929.101784 = -926830.827906
  nChanged 146
		SP:Iteration 31Q (25714.750000 sec): 3 clusters
  Score: Raw -929838.572908 + Penalty 2929.101784 = -926909.471125
  nChanged 133
		SP:Iteration 32Q (25714.940000 sec): 3 clusters
  Score: Raw -929913.138416 + Penalty 2929.101784 = -926984.036632
  nChanged 134
		SP:Iteration 33Q (25715.160000 sec): 3 clusters
  Score: Raw -929993.823893 + Penalty 2929.101784 = -927064.722110
  nChanged 128
		SP:Iteration 34Q (25715.330000 sec): 3 clusters
  Score: Raw -930068.903839 + Penalty 2929.101784 = -927139.802055
  nChanged 104
		SP:Iteration 35Q (25715.530000 sec): 3 clusters
  Score: Raw -930128.324355 + Penalty 2929.101784 = -927199.222572
  nChanged 83
		SP:Iteration 36Q (25715.770000 sec): 3 clusters
  Score: Raw -930181.604726 + Penalty 2929.101784 = -927252.502942
  nChanged 69
		SP:Iteration 37Q (25715.950000 sec): 3 clusters
  Score: Raw -930226.471274 + Penalty 2929.101784 = -927297.369490
  nChanged 61
		SP:Iteration 38Q (25716.160000 sec): 3 clusters
  Score: Raw -930258.917008 + Penalty 2929.101784 = -927329.815225
  nChanged 64
		SP:Iteration 39Q (25716.360000 sec): 3 clusters
  Score: Raw -930296.920519 + Penalty 2929.101784 = -927367.818735
  nChanged 59
		SP:Iteration 40F (25716.580000 sec): 3 clusters
  Score: Raw -930335.157785 + Penalty 2929.101784 = -927406.056002
  nChanged 55
		SP:Iteration 41Q (25716.770000 sec): 3 clusters
  Score: Raw -930373.711176 + Penalty 2929.101784 = -927444.609393
  nChanged 47
		SP:Iteration 42Q (25716.940000 sec): 3 clusters
  Score: Raw -930401.545723 + Penalty 2929.101784 = -927472.443939
  nChanged 32
		SP:Iteration 43Q (25717.150000 sec): 3 clusters
  Score: Raw -930423.677992 + Penalty 2929.101784 = -927494.576209
  nChanged 35
		SP:Iteration 44Q (25717.390000 sec): 3 clusters
  Score: Raw -930444.820035 + Penalty 2929.101784 = -927515.718252
  nChanged 25
		SP:Iteration 45Q (25717.570000 sec): 3 clusters
  Score: Raw -930458.592382 + Penalty 2929.101784 = -927529.490598
  nChanged 17
		SP:Iteration 46Q (25717.790000 sec): 3 clusters
  Score: Raw -930470.630384 + Penalty 2929.101784 = -927541.528600
  nChanged 21
		SP:Iteration 47Q (25718.040000 sec): 3 clusters
  Score: Raw -930484.586449 + Penalty 2929.101784 = -927555.484666
  nChanged 21
		SP:Iteration 48Q (25718.240000 sec): 3 clusters
  Score: Raw -930497.321372 + Penalty 2929.101784 = -927568.219588
  nChanged 17
		SP:Iteration 49Q (25718.410000 sec): 3 clusters
  Score: Raw -930505.640954 + Penalty 2929.101784 = -927576.539170
  nChanged 11
		SP:Iteration 50Q (25718.600000 sec): 3 clusters
  Score: Raw -930511.818597 + Penalty 2929.101784 = -927582.716814
  nChanged 11
		SP:Iteration 51Q (25718.850000 sec): 3 clusters
  Score: Raw -930517.185155 + Penalty 2929.101784 = -927588.083372
  nChanged 8
		SP:Iteration 52Q (25719.060000 sec): 3 clusters
  Score: Raw -930522.147329 + Penalty 2929.101784 = -927593.045545
  nChanged 7
		SP:Iteration 53Q (25719.240000 sec): 3 clusters
  Score: Raw -930527.157889 + Penalty 2929.101784 = -927598.056105
  nChanged 7
		SP:Iteration 54Q (25719.440000 sec): 3 clusters
  Score: Raw -930529.987402 + Penalty 2929.101784 = -927600.885619
  nChanged 7
		SP:Iteration 55Q (25719.660000 sec): 3 clusters
  Score: Raw -930535.117157 + Penalty 2929.101784 = -927606.015373
  nChanged 8
		SP:Iteration 56Q (25719.860000 sec): 3 clusters
  Score: Raw -930540.042866 + Penalty 2929.101784 = -927610.941082
  nChanged 4
		SP:Iteration 57Q (25720.080000 sec): 3 clusters
  Score: Raw -930541.549045 + Penalty 2929.101784 = -927612.447261
  nChanged 2
		SP:Iteration 58Q (25720.300000 sec): 3 clusters
  Score: Raw -930542.197328 + Penalty 2929.101784 = -927613.095544
  nChanged 0
		SP:Iteration 59F (25720.500000 sec): 3 clusters
  Score: Raw -930542.197328 + Penalty 2929.101784 = -927613.095544
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25720.620000 sec): 2 clusters
  Score: Raw -1063148.755126 + Penalty 1489.164135 = -1061659.590990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25720.850000 sec): 3 clusters
  Score: Raw -1057721.363848 + Penalty 2978.328271 = -1054743.035577
  nChanged 4131
		SP:Iteration 1F (25721.060000 sec): 3 clusters
  Score: Raw -1059990.061695 + Penalty 2978.328271 = -1057011.733424
  nChanged 619
		SP:Iteration 2F (25721.280000 sec): 3 clusters
  Score: Raw -1060325.255274 + Penalty 2978.328271 = -1057346.927003
  nChanged 579
		SP:Iteration 3F (25721.470000 sec): 3 clusters
  Score: Raw -1060643.917739 + Penalty 2978.328271 = -1057665.589468
  nChanged 543
		SP:Iteration 4F (25721.720000 sec): 3 clusters
  Score: Raw -1060959.454887 + Penalty 2978.328271 = -1057981.126616
  nChanged 540
		SP:Iteration 5F (25721.910000 sec): 3 clusters
  Score: Raw -1061325.886302 + Penalty 2978.328271 = -1058347.558031
  nChanged 559
		SP:Iteration 6F (25722.110000 sec): 3 clusters
  Score: Raw -1061759.344362 + Penalty 2978.328271 = -1058781.016091
  nChanged 533
		SP:Iteration 7F (25722.340000 sec): 3 clusters
  Score: Raw -1062220.041717 + Penalty 2978.328271 = -1059241.713447
  nChanged 450
		SP:Iteration 8Q (25722.600000 sec): 3 clusters
  Score: Raw -1062642.622695 + Penalty 2978.328271 = -1059664.294424
  nChanged 279
		SP:Iteration 9Q (25722.810000 sec): 3 clusters
  Score: Raw -1062901.766853 + Penalty 2978.328271 = -1059923.438582
  nChanged 161
		SP:Iteration 10Q (25723.060000 sec): 3 clusters
  Score: Raw -1063087.108671 + Penalty 2978.328271 = -1060108.780400
  nChanged 83
		SP:Iteration 11Q (25723.230000 sec): 3 clusters
  Score: Raw -1063187.425835 + Penalty 2978.328271 = -1060209.097564
  nChanged 46
		SP:Iteration 12Q (25723.420000 sec): 3 clusters
  Score: Raw -1063238.701059 + Penalty 2978.328271 = -1060260.372788
  nChanged 23
		SP:Iteration 13Q (25723.650000 sec): 3 clusters
  Score: Raw -1063269.630734 + Penalty 2978.328271 = -1060291.302463
  nChanged 20
		SP:Iteration 14Q (25723.840000 sec): 3 clusters
  Score: Raw -1063299.039688 + Penalty 2978.328271 = -1060320.711417
  nChanged 14
		SP:Iteration 15Q (25724.090000 sec): 3 clusters
  Score: Raw -1063319.046303 + Penalty 2978.328271 = -1060340.718033
  nChanged 10
		SP:Iteration 16Q (25724.330000 sec): 3 clusters
  Score: Raw -1063332.415475 + Penalty 2978.328271 = -1060354.087204
  nChanged 9
		SP:Iteration 17Q (25724.550000 sec): 3 clusters
  Score: Raw -1063345.872871 + Penalty 2978.328271 = -1060367.544601
  nChanged 4
		SP:Iteration 18Q (25724.690000 sec): 3 clusters
  Score: Raw -1063352.954034 + Penalty 2978.328271 = -1060374.625763
  nChanged 2
		SP:Iteration 19Q (25724.950000 sec): 3 clusters
  Score: Raw -1063355.515422 + Penalty 2978.328271 = -1060377.187151
  nChanged 0
		SP:Iteration 20F (25725.180000 sec): 3 clusters
  Score: Raw -1063355.515422 + Penalty 2978.328271 = -1060377.187151
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (10998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25725.280000 sec): 2 clusters
  Score: Raw -1226356.326883 + Penalty 1512.138667 = -1224844.188217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25725.560000 sec): 3 clusters
  Score: Raw -1220091.422338 + Penalty 3024.277333 = -1217067.145005
  nChanged 4802
		SP:Iteration 1F (25725.750000 sec): 3 clusters
  Score: Raw -1222620.434134 + Penalty 3024.277333 = -1219596.156801
  nChanged 623
		SP:Iteration 2F (25725.990000 sec): 3 clusters
  Score: Raw -1222855.846316 + Penalty 3024.277333 = -1219831.568983
  nChanged 493
		SP:Iteration 3Q (25726.210000 sec): 3 clusters
  Score: Raw -1223020.463892 + Penalty 3024.277333 = -1219996.186559
  nChanged 396
		SP:Iteration 4Q (25726.460000 sec): 3 clusters
  Score: Raw -1223148.709878 + Penalty 3024.277333 = -1220124.432545
  nChanged 357
		SP:Iteration 5Q (25726.730000 sec): 3 clusters
  Score: Raw -1223280.941557 + Penalty 3024.277333 = -1220256.664224
  nChanged 375
		SP:Iteration 6Q (25726.970000 sec): 3 clusters
  Score: Raw -1223427.920163 + Penalty 3024.277333 = -1220403.642830
  nChanged 391
		SP:Iteration 7Q (25727.220000 sec): 3 clusters
  Score: Raw -1223600.760884 + Penalty 3024.277333 = -1220576.483551
  nChanged 420
		SP:Iteration 8Q (25727.430000 sec): 3 clusters
  Score: Raw -1223798.168879 + Penalty 3024.277333 = -1220773.891546
  nChanged 424
		SP:Iteration 9Q (25727.670000 sec): 3 clusters
  Score: Raw -1224021.813853 + Penalty 3024.277333 = -1220997.536520
  nChanged 457
		SP:Iteration 10Q (25727.880000 sec): 3 clusters
  Score: Raw -1224300.059561 + Penalty 3024.277333 = -1221275.782228
  nChanged 486
		SP:Iteration 11Q (25728.110000 sec): 3 clusters
  Score: Raw -1224635.433983 + Penalty 3024.277333 = -1221611.156650
  nChanged 463
		SP:Iteration 12Q (25728.330000 sec): 3 clusters
  Score: Raw -1224967.353264 + Penalty 3024.277333 = -1221943.075931
  nChanged 455
		SP:Iteration 13Q (25728.560000 sec): 3 clusters
  Score: Raw -1225316.464451 + Penalty 3024.277333 = -1222292.187118
  nChanged 371
		SP:Iteration 14Q (25728.780000 sec): 3 clusters
  Score: Raw -1225624.937580 + Penalty 3024.277333 = -1222600.660247
  nChanged 323
		SP:Iteration 15Q (25729.040000 sec): 3 clusters
  Score: Raw -1225902.743001 + Penalty 3024.277333 = -1222878.465668
  nChanged 229
		SP:Iteration 16Q (25729.220000 sec): 3 clusters
  Score: Raw -1226090.936934 + Penalty 3024.277333 = -1223066.659601
  nChanged 164
		SP:Iteration 17Q (25729.420000 sec): 3 clusters
  Score: Raw -1226221.391017 + Penalty 3024.277333 = -1223197.113683
  nChanged 129
		SP:Iteration 18Q (25729.640000 sec): 3 clusters
  Score: Raw -1226328.659094 + Penalty 3024.277333 = -1223304.381761
  nChanged 111
		SP:Iteration 19Q (25729.900000 sec): 3 clusters
  Score: Raw -1226416.113398 + Penalty 3024.277333 = -1223391.836065
  nChanged 81
		SP:Iteration 20F (25730.090000 sec): 3 clusters
  Score: Raw -1226481.385835 + Penalty 3024.277333 = -1223457.108502
  nChanged 84
		SP:Iteration 21Q (25730.310000 sec): 3 clusters
  Score: Raw -1226561.565530 + Penalty 3024.277333 = -1223537.288197
  nChanged 73
		SP:Iteration 22Q (25730.520000 sec): 3 clusters
  Score: Raw -1226614.302218 + Penalty 3024.277333 = -1223590.024884
  nChanged 50
		SP:Iteration 23Q (25730.750000 sec): 3 clusters
  Score: Raw -1226648.031779 + Penalty 3024.277333 = -1223623.754446
  nChanged 31
		SP:Iteration 24Q (25731.000000 sec): 3 clusters
  Score: Raw -1226665.423528 + Penalty 3024.277333 = -1223641.146195
  nChanged 21
		SP:Iteration 25Q (25731.220000 sec): 3 clusters
  Score: Raw -1226674.168089 + Penalty 3024.277333 = -1223649.890756
  nChanged 16
		SP:Iteration 26Q (25731.440000 sec): 3 clusters
  Score: Raw -1226680.484106 + Penalty 3024.277333 = -1223656.206773
  nChanged 15
		SP:Iteration 27Q (25731.620000 sec): 3 clusters
  Score: Raw -1226687.593315 + Penalty 3024.277333 = -1223663.315981
  nChanged 9
		SP:Iteration 28Q (25731.810000 sec): 3 clusters
  Score: Raw -1226690.354686 + Penalty 3024.277333 = -1223666.077353
  nChanged 6
		SP:Iteration 29Q (25732.090000 sec): 3 clusters
  Score: Raw -1226692.848840 + Penalty 3024.277333 = -1223668.571507
  nChanged 4
		SP:Iteration 30Q (25732.300000 sec): 3 clusters
  Score: Raw -1226694.301224 + Penalty 3024.277333 = -1223670.023891
  nChanged 7
		SP:Iteration 31Q (25732.510000 sec): 3 clusters
  Score: Raw -1226696.782099 + Penalty 3024.277333 = -1223672.504766
  nChanged 5
		SP:Iteration 32Q (25732.710000 sec): 3 clusters
  Score: Raw -1226698.480724 + Penalty 3024.277333 = -1223674.203391
  nChanged 3
		SP:Iteration 33Q (25732.940000 sec): 3 clusters
  Score: Raw -1226700.421445 + Penalty 3024.277333 = -1223676.144112
  nChanged 7
		SP:Iteration 34Q (25733.190000 sec): 3 clusters
  Score: Raw -1226702.597460 + Penalty 3024.277333 = -1223678.320127
  nChanged 4
		SP:Iteration 35Q (25733.380000 sec): 3 clusters
  Score: Raw -1226703.979961 + Penalty 3024.277333 = -1223679.702627
  nChanged 0
		SP:Iteration 36F (25733.640000 sec): 3 clusters
  Score: Raw -1226703.979961 + Penalty 3024.277333 = -1223679.702627
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (5770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25733.740000 sec): 2 clusters
  Score: Raw -630287.151114 + Penalty 1407.319446 = -628879.831668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25733.940000 sec): 3 clusters
  Score: Raw -627260.168655 + Penalty 2814.638892 = -624445.529763
  nChanged 2386
		SP:Iteration 1F (25734.130000 sec): 3 clusters
  Score: Raw -628560.022775 + Penalty 2814.638892 = -625745.383883
  nChanged 372
		SP:Iteration 2F (25734.320000 sec): 3 clusters
  Score: Raw -628730.199599 + Penalty 2814.638892 = -625915.560707
  nChanged 303
		SP:Iteration 3F (25734.540000 sec): 3 clusters
  Score: Raw -628895.018218 + Penalty 2814.638892 = -626080.379326
  nChanged 291
		SP:Iteration 4F (25734.730000 sec): 3 clusters
  Score: Raw -629070.973313 + Penalty 2814.638892 = -626256.334421
  nChanged 273
		SP:Iteration 5Q (25734.890000 sec): 3 clusters
  Score: Raw -629240.969604 + Penalty 2814.638892 = -626426.330712
  nChanged 306
		SP:Iteration 6F (25735.110000 sec): 3 clusters
  Score: Raw -629436.718944 + Penalty 2814.638892 = -626622.080053
  nChanged 298
		SP:Iteration 7F (25735.320000 sec): 3 clusters
  Score: Raw -629623.112075 + Penalty 2814.638892 = -626808.473184
  nChanged 271
		SP:Iteration 8Q (25735.490000 sec): 3 clusters
  Score: Raw -629804.099219 + Penalty 2814.638892 = -626989.460327
  nChanged 255
		SP:Iteration 9Q (25735.720000 sec): 3 clusters
  Score: Raw -629969.989604 + Penalty 2814.638892 = -627155.350712
  nChanged 201
		SP:Iteration 10Q (25735.910000 sec): 3 clusters
  Score: Raw -630079.332643 + Penalty 2814.638892 = -627264.693751
  nChanged 143
		SP:Iteration 11Q (25736.090000 sec): 3 clusters
  Score: Raw -630153.807238 + Penalty 2814.638892 = -627339.168346
  nChanged 107
		SP:Iteration 12Q (25736.290000 sec): 3 clusters
  Score: Raw -630201.399925 + Penalty 2814.638892 = -627386.761033
  nChanged 68
		SP:Iteration 13Q (25736.500000 sec): 3 clusters
  Score: Raw -630226.274023 + Penalty 2814.638892 = -627411.635131
  nChanged 48
		SP:Iteration 14Q (25736.710000 sec): 3 clusters
  Score: Raw -630241.224006 + Penalty 2814.638892 = -627426.585114
  nChanged 27
		SP:Iteration 15Q (25736.930000 sec): 3 clusters
  Score: Raw -630248.197788 + Penalty 2814.638892 = -627433.558896
  nChanged 17
		SP:Iteration 16Q (25737.090000 sec): 3 clusters
  Score: Raw -630252.431678 + Penalty 2814.638892 = -627437.792786
  nChanged 19
		SP:Iteration 17Q (25737.300000 sec): 3 clusters
  Score: Raw -630257.088452 + Penalty 2814.638892 = -627442.449560
  nChanged 13
		SP:Iteration 18Q (25737.470000 sec): 3 clusters
  Score: Raw -630260.553879 + Penalty 2814.638892 = -627445.914987
  nChanged 15
		SP:Iteration 19Q (25737.670000 sec): 3 clusters
  Score: Raw -630264.331465 + Penalty 2814.638892 = -627449.692573
  nChanged 16
		SP:Iteration 20F (25737.880000 sec): 3 clusters
  Score: Raw -630269.192272 + Penalty 2814.638892 = -627454.553380
  nChanged 11
		SP:Iteration 21Q (25738.050000 sec): 3 clusters
  Score: Raw -630271.081179 + Penalty 2814.638892 = -627456.442287
  nChanged 7
		SP:Iteration 22Q (25738.270000 sec): 3 clusters
  Score: Raw -630272.954487 + Penalty 2814.638892 = -627458.315595
  nChanged 5
		SP:Iteration 23Q (25738.430000 sec): 3 clusters
  Score: Raw -630274.552035 + Penalty 2814.638892 = -627459.913143
  nChanged 9
		SP:Iteration 24Q (25738.670000 sec): 3 clusters
  Score: Raw -630276.612077 + Penalty 2814.638892 = -627461.973185
  nChanged 9
		SP:Iteration 25Q (25738.840000 sec): 3 clusters
  Score: Raw -630279.002591 + Penalty 2814.638892 = -627464.363699
  nChanged 6
		SP:Iteration 26Q (25739.060000 sec): 3 clusters
  Score: Raw -630280.352489 + Penalty 2814.638892 = -627465.713597
  nChanged 7
		SP:Iteration 27Q (25739.220000 sec): 3 clusters
  Score: Raw -630282.159565 + Penalty 2814.638892 = -627467.520673
  nChanged 5
		SP:Iteration 28Q (25739.400000 sec): 3 clusters
  Score: Raw -630283.283681 + Penalty 2814.638892 = -627468.644789
  nChanged 3
		SP:Iteration 29Q (25739.600000 sec): 3 clusters
  Score: Raw -630283.672254 + Penalty 2814.638892 = -627469.033363
  nChanged 1
		SP:Iteration 30Q (25739.780000 sec): 3 clusters
  Score: Raw -630283.850734 + Penalty 2814.638892 = -627469.211842
  nChanged 0
		SP:Iteration 31F (25739.930000 sec): 3 clusters
  Score: Raw -630283.850734 + Penalty 2814.638892 = -627469.211842
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25740.030000 sec): 2 clusters
  Score: Raw -642226.627101 + Penalty 1411.022596 = -640815.604505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25740.290000 sec): 3 clusters
  Score: Raw -639065.713986 + Penalty 2822.045192 = -636243.668794
  nChanged 2390
		SP:Iteration 1F (25740.480000 sec): 3 clusters
  Score: Raw -640394.216164 + Penalty 2822.045192 = -637572.170972
  nChanged 465
		SP:Iteration 2F (25740.690000 sec): 3 clusters
  Score: Raw -640737.350329 + Penalty 2822.045192 = -637915.305137
  nChanged 391
		SP:Iteration 3F (25740.850000 sec): 3 clusters
  Score: Raw -641032.479041 + Penalty 2822.045192 = -638210.433849
  nChanged 349
		SP:Iteration 4F (25741.020000 sec): 3 clusters
  Score: Raw -641297.814433 + Penalty 2822.045192 = -638475.769241
  nChanged 333
		SP:Iteration 5F (25741.230000 sec): 3 clusters
  Score: Raw -641539.415255 + Penalty 2822.045192 = -638717.370063
  nChanged 282
		SP:Iteration 6Q (25741.450000 sec): 3 clusters
  Score: Raw -641715.526990 + Penalty 2822.045192 = -638893.481798
  nChanged 266
		SP:Iteration 7Q (25741.630000 sec): 3 clusters
  Score: Raw -641890.076731 + Penalty 2822.045192 = -639068.031539
  nChanged 231
		SP:Iteration 8Q (25741.830000 sec): 3 clusters
  Score: Raw -642016.484112 + Penalty 2822.045192 = -639194.438920
  nChanged 209
		SP:Iteration 9Q (25742.080000 sec): 3 clusters
  Score: Raw -642137.305402 + Penalty 2822.045192 = -639315.260210
  nChanged 199
		SP:Iteration 10Q (25742.270000 sec): 3 clusters
  Score: Raw -642251.024384 + Penalty 2822.045192 = -639428.979192
  nChanged 191
		SP:Iteration 11Q (25742.480000 sec): 3 clusters
  Score: Raw -642369.536046 + Penalty 2822.045192 = -639547.490854
  nChanged 167
		SP:Iteration 12Q (25742.640000 sec): 3 clusters
  Score: Raw -642474.753177 + Penalty 2822.045192 = -639652.707985
  nChanged 168
		SP:Iteration 13Q (25742.840000 sec): 3 clusters
  Score: Raw -642571.470069 + Penalty 2822.045192 = -639749.424877
  nChanged 129
		SP:Iteration 14Q (25743.010000 sec): 3 clusters
  Score: Raw -642643.972076 + Penalty 2822.045192 = -639821.926884
  nChanged 109
		SP:Iteration 15Q (25743.220000 sec): 3 clusters
  Score: Raw -642700.749915 + Penalty 2822.045192 = -639878.704723
  nChanged 86
		SP:Iteration 16Q (25743.410000 sec): 3 clusters
  Score: Raw -642735.918461 + Penalty 2822.045192 = -639913.873269
  nChanged 62
		SP:Iteration 17Q (25743.610000 sec): 3 clusters
  Score: Raw -642757.597967 + Penalty 2822.045192 = -639935.552775
  nChanged 38
		SP:Iteration 18Q (25743.830000 sec): 3 clusters
  Score: Raw -642768.796065 + Penalty 2822.045192 = -639946.750873
  nChanged 32
		SP:Iteration 19Q (25744.040000 sec): 3 clusters
  Score: Raw -642777.156066 + Penalty 2822.045192 = -639955.110874
  nChanged 17
		SP:Iteration 20F (25744.250000 sec): 3 clusters
  Score: Raw -642781.532290 + Penalty 2822.045192 = -639959.487098
  nChanged 18
		SP:Iteration 21Q (25744.440000 sec): 3 clusters
  Score: Raw -642786.860481 + Penalty 2822.045192 = -639964.815289
  nChanged 13
		SP:Iteration 22Q (25744.650000 sec): 3 clusters
  Score: Raw -642789.684836 + Penalty 2822.045192 = -639967.639644
  nChanged 11
		SP:Iteration 23Q (25744.840000 sec): 3 clusters
  Score: Raw -642792.299605 + Penalty 2822.045192 = -639970.254413
  nChanged 12
		SP:Iteration 24Q (25745.060000 sec): 3 clusters
  Score: Raw -642795.771591 + Penalty 2822.045192 = -639973.726399
  nChanged 11
		SP:Iteration 25Q (25745.280000 sec): 3 clusters
  Score: Raw -642798.405622 + Penalty 2822.045192 = -639976.360430
  nChanged 17
		SP:Iteration 26Q (25745.460000 sec): 3 clusters
  Score: Raw -642802.010512 + Penalty 2822.045192 = -639979.965320
  nChanged 9
		SP:Iteration 27Q (25745.620000 sec): 3 clusters
  Score: Raw -642804.164054 + Penalty 2822.045192 = -639982.118862
  nChanged 12
		SP:Iteration 28Q (25745.850000 sec): 3 clusters
  Score: Raw -642807.007538 + Penalty 2822.045192 = -639984.962346
  nChanged 14
		SP:Iteration 29Q (25746.030000 sec): 3 clusters
  Score: Raw -642810.213103 + Penalty 2822.045192 = -639988.167911
  nChanged 13
		SP:Iteration 30Q (25746.260000 sec): 3 clusters
  Score: Raw -642812.847122 + Penalty 2822.045192 = -639990.801930
  nChanged 11
		SP:Iteration 31Q (25746.460000 sec): 3 clusters
  Score: Raw -642815.100999 + Penalty 2822.045192 = -639993.055807
  nChanged 8
		SP:Iteration 32Q (25746.630000 sec): 3 clusters
  Score: Raw -642817.185924 + Penalty 2822.045192 = -639995.140732
  nChanged 11
		SP:Iteration 33Q (25746.820000 sec): 3 clusters
  Score: Raw -642819.921876 + Penalty 2822.045192 = -639997.876684
  nChanged 9
		SP:Iteration 34Q (25747.060000 sec): 3 clusters
  Score: Raw -642821.826262 + Penalty 2822.045192 = -639999.781071
  nChanged 8
		SP:Iteration 35Q (25747.240000 sec): 3 clusters
  Score: Raw -642824.107511 + Penalty 2822.045192 = -640002.062319
  nChanged 5
		SP:Iteration 36Q (25747.420000 sec): 3 clusters
  Score: Raw -642825.057858 + Penalty 2822.045192 = -640003.012666
  nChanged 4
		SP:Iteration 37Q (25747.600000 sec): 3 clusters
  Score: Raw -642825.681073 + Penalty 2822.045192 = -640003.635881
  nChanged 4
		SP:Iteration 38Q (25747.810000 sec): 3 clusters
  Score: Raw -642826.234317 + Penalty 2822.045192 = -640004.189125
  nChanged 8
		SP:Iteration 39Q (25748.000000 sec): 3 clusters
  Score: Raw -642827.705408 + Penalty 2822.045192 = -640005.660216
  nChanged 6
		SP:Iteration 40F (25748.210000 sec): 3 clusters
  Score: Raw -642829.045108 + Penalty 2822.045192 = -640006.999916
  nChanged 4
		SP:Iteration 41Q (25748.400000 sec): 3 clusters
  Score: Raw -642829.852091 + Penalty 2822.045192 = -640007.806899
  nChanged 3
		SP:Iteration 42Q (25748.610000 sec): 3 clusters
  Score: Raw -642830.382131 + Penalty 2822.045192 = -640008.336939
  nChanged 3
		SP:Iteration 43Q (25748.790000 sec): 3 clusters
  Score: Raw -642830.937775 + Penalty 2822.045192 = -640008.892583
  nChanged 5
		SP:Iteration 44Q (25749.040000 sec): 3 clusters
  Score: Raw -642832.149126 + Penalty 2822.045192 = -640010.103934
  nChanged 2
		SP:Iteration 45Q (25749.220000 sec): 3 clusters
  Score: Raw -642832.495428 + Penalty 2822.045192 = -640010.450236
  nChanged 1
		SP:Iteration 46Q (25749.400000 sec): 3 clusters
  Score: Raw -642832.704333 + Penalty 2822.045192 = -640010.659141
  nChanged 0
		SP:Iteration 47F (25749.570000 sec): 3 clusters
  Score: Raw -642832.704333 + Penalty 2822.045192 = -640010.659141
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25749.700000 sec): 2 clusters
  Score: Raw -589354.440414 + Penalty 1393.971847 = -587960.468566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25749.860000 sec): 3 clusters
  Score: Raw -586573.706102 + Penalty 2787.943695 = -583785.762407
  nChanged 2163
		SP:Iteration 1F (25750.080000 sec): 3 clusters
  Score: Raw -587719.437699 + Penalty 2787.943695 = -584931.494005
  nChanged 368
		SP:Iteration 2F (25750.230000 sec): 3 clusters
  Score: Raw -587920.994001 + Penalty 2787.943695 = -585133.050307
  nChanged 294
		SP:Iteration 3F (25750.440000 sec): 3 clusters
  Score: Raw -588079.175521 + Penalty 2787.943695 = -585291.231827
  nChanged 238
		SP:Iteration 4Q (25750.630000 sec): 3 clusters
  Score: Raw -588190.363089 + Penalty 2787.943695 = -585402.419394
  nChanged 213
		SP:Iteration 5Q (25750.830000 sec): 3 clusters
  Score: Raw -588284.413590 + Penalty 2787.943695 = -585496.469895
  nChanged 189
		SP:Iteration 6Q (25751.020000 sec): 3 clusters
  Score: Raw -588378.163810 + Penalty 2787.943695 = -585590.220116
  nChanged 198
		SP:Iteration 7Q (25751.220000 sec): 3 clusters
  Score: Raw -588500.498317 + Penalty 2787.943695 = -585712.554623
  nChanged 251
		SP:Iteration 8Q (25751.440000 sec): 3 clusters
  Score: Raw -588657.533354 + Penalty 2787.943695 = -585869.589659
  nChanged 228
		SP:Iteration 9Q (25751.620000 sec): 3 clusters
  Score: Raw -588795.344487 + Penalty 2787.943695 = -586007.400793
  nChanged 220
		SP:Iteration 10Q (25751.790000 sec): 3 clusters
  Score: Raw -588927.091940 + Penalty 2787.943695 = -586139.148245
  nChanged 200
		SP:Iteration 11Q (25752.000000 sec): 3 clusters
  Score: Raw -589038.825331 + Penalty 2787.943695 = -586250.881637
  nChanged 188
		SP:Iteration 12Q (25752.210000 sec): 3 clusters
  Score: Raw -589144.193598 + Penalty 2787.943695 = -586356.249904
  nChanged 164
		SP:Iteration 13Q (25752.410000 sec): 3 clusters
  Score: Raw -589232.393166 + Penalty 2787.943695 = -586444.449471
  nChanged 151
		SP:Iteration 14Q (25752.570000 sec): 3 clusters
  Score: Raw -589312.969715 + Penalty 2787.943695 = -586525.026020
  nChanged 126
		SP:Iteration 15Q (25752.770000 sec): 3 clusters
  Score: Raw -589371.264420 + Penalty 2787.943695 = -586583.320725
  nChanged 110
		SP:Iteration 16Q (25752.940000 sec): 3 clusters
  Score: Raw -589418.908176 + Penalty 2787.943695 = -586630.964482
  nChanged 85
		SP:Iteration 17Q (25753.120000 sec): 3 clusters
  Score: Raw -589457.323886 + Penalty 2787.943695 = -586669.380192
  nChanged 75
		SP:Iteration 18Q (25753.310000 sec): 3 clusters
  Score: Raw -589483.471628 + Penalty 2787.943695 = -586695.527933
  nChanged 42
		SP:Iteration 19Q (25753.510000 sec): 3 clusters
  Score: Raw -589494.991100 + Penalty 2787.943695 = -586707.047406
  nChanged 24
		SP:Iteration 20F (25753.690000 sec): 3 clusters
  Score: Raw -589501.075760 + Penalty 2787.943695 = -586713.132066
  nChanged 23
		SP:Iteration 21Q (25753.880000 sec): 3 clusters
  Score: Raw -589507.362268 + Penalty 2787.943695 = -586719.418573
  nChanged 17
		SP:Iteration 22Q (25754.070000 sec): 3 clusters
  Score: Raw -589512.183129 + Penalty 2787.943695 = -586724.239434
  nChanged 16
		SP:Iteration 23Q (25754.280000 sec): 3 clusters
  Score: Raw -589517.246974 + Penalty 2787.943695 = -586729.303280
  nChanged 19
		SP:Iteration 24Q (25754.470000 sec): 3 clusters
  Score: Raw -589522.529498 + Penalty 2787.943695 = -586734.585803
  nChanged 18
		SP:Iteration 25Q (25754.630000 sec): 3 clusters
  Score: Raw -589526.681657 + Penalty 2787.943695 = -586738.737963
  nChanged 14
		SP:Iteration 26Q (25754.830000 sec): 3 clusters
  Score: Raw -589530.299418 + Penalty 2787.943695 = -586742.355723
  nChanged 13
		SP:Iteration 27Q (25755.060000 sec): 3 clusters
  Score: Raw -589535.015173 + Penalty 2787.943695 = -586747.071478
  nChanged 16
		SP:Iteration 28Q (25755.240000 sec): 3 clusters
  Score: Raw -589538.351866 + Penalty 2787.943695 = -586750.408171
  nChanged 7
		SP:Iteration 29Q (25755.460000 sec): 3 clusters
  Score: Raw -589539.552728 + Penalty 2787.943695 = -586751.609033
  nChanged 6
		SP:Iteration 30Q (25755.670000 sec): 3 clusters
  Score: Raw -589540.698163 + Penalty 2787.943695 = -586752.754469
  nChanged 5
		SP:Iteration 31Q (25755.870000 sec): 3 clusters
  Score: Raw -589541.809255 + Penalty 2787.943695 = -586753.865560
  nChanged 5
		SP:Iteration 32Q (25756.060000 sec): 3 clusters
  Score: Raw -589543.395802 + Penalty 2787.943695 = -586755.452107
  nChanged 7
		SP:Iteration 33Q (25756.230000 sec): 3 clusters
  Score: Raw -589544.673264 + Penalty 2787.943695 = -586756.729569
  nChanged 3
		SP:Iteration 34Q (25756.450000 sec): 3 clusters
  Score: Raw -589545.275968 + Penalty 2787.943695 = -586757.332274
  nChanged 7
		SP:Iteration 35Q (25756.640000 sec): 3 clusters
  Score: Raw -589546.766957 + Penalty 2787.943695 = -586758.823262
  nChanged 6
		SP:Iteration 36Q (25756.820000 sec): 3 clusters
  Score: Raw -589547.952401 + Penalty 2787.943695 = -586760.008706
  nChanged 4
		SP:Iteration 37Q (25757.050000 sec): 3 clusters
  Score: Raw -589548.414610 + Penalty 2787.943695 = -586760.470916
  nChanged 2
		SP:Iteration 38Q (25757.240000 sec): 3 clusters
  Score: Raw -589548.722761 + Penalty 2787.943695 = -586760.779067
  nChanged 2
		SP:Iteration 39Q (25757.420000 sec): 3 clusters
  Score: Raw -589548.996456 + Penalty 2787.943695 = -586761.052761
  nChanged 4
		SP:Iteration 40F (25757.660000 sec): 3 clusters
  Score: Raw -589549.790602 + Penalty 2787.943695 = -586761.846908
  nChanged 2
		SP:Iteration 41Q (25757.850000 sec): 3 clusters
  Score: Raw -589550.158786 + Penalty 2787.943695 = -586762.215092
  nChanged 3
		SP:Iteration 42Q (25758.030000 sec): 3 clusters
  Score: Raw -589550.606665 + Penalty 2787.943695 = -586762.662971
  nChanged 3
		SP:Iteration 43Q (25758.260000 sec): 3 clusters
  Score: Raw -589551.029571 + Penalty 2787.943695 = -586763.085877
  nChanged 0
		SP:Iteration 44F (25758.460000 sec): 3 clusters
  Score: Raw -589551.029571 + Penalty 2787.943695 = -586763.085877
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (192083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25759.540000 sec): 2 clusters
  Score: Raw -22027942.919504 + Penalty 1976.923463 = -22025965.996041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25760.580000 sec): 3 clusters
  Score: Raw -21900449.904727 + Penalty 3953.846926 = -21896496.057801
  nChanged 92915
		SP:Iteration 1F (25761.720000 sec): 3 clusters
  Score: Raw -21955173.728854 + Penalty 3953.846926 = -21951219.881928
  nChanged 4412
		SP:Iteration 2Q (25762.920000 sec): 3 clusters
  Score: Raw -21955996.626563 + Penalty 3953.846926 = -21952042.779637
  nChanged 4884
		SP:Iteration 3Q (25764.190000 sec): 3 clusters
  Score: Raw -21957109.179648 + Penalty 3953.846926 = -21953155.332722
  nChanged 5628
		SP:Iteration 4Q (25765.400000 sec): 3 clusters
  Score: Raw -21958731.768784 + Penalty 3953.846926 = -21954777.921858
  nChanged 6625
		SP:Iteration 5Q (25766.680000 sec): 3 clusters
  Score: Raw -21961220.406917 + Penalty 3953.846926 = -21957266.559991
  nChanged 8222
		SP:Iteration 6Q (25767.880000 sec): 3 clusters
  Score: Raw -21965135.936792 + Penalty 3953.846926 = -21961182.089866
  nChanged 10043
		SP:Iteration 7F (25768.940000 sec): 3 clusters
  Score: Raw -21970971.069543 + Penalty 3953.846926 = -21967017.222617
  nChanged 11677
		SP:Iteration 8F (25770.170000 sec): 3 clusters
  Score: Raw -21979070.622564 + Penalty 3953.846926 = -21975116.775638
  nChanged 12937
		SP:Iteration 9F (25771.240000 sec): 3 clusters
  Score: Raw -21988610.441749 + Penalty 3953.846926 = -21984656.594823
  nChanged 11931
		SP:Iteration 10F (25772.380000 sec): 3 clusters
  Score: Raw -21996210.294736 + Penalty 3953.846926 = -21992256.447810
  nChanged 8913
		SP:Iteration 11Q (25773.580000 sec): 3 clusters
  Score: Raw -21999992.371766 + Penalty 3953.846926 = -21996038.524840
  nChanged 5446
		SP:Iteration 12Q (25774.700000 sec): 3 clusters
  Score: Raw -22001378.305401 + Penalty 3953.846926 = -21997424.458475
  nChanged 3205
		SP:Iteration 13Q (25775.770000 sec): 3 clusters
  Score: Raw -22001960.660652 + Penalty 3953.846926 = -21998006.813726
  nChanged 2111
		SP:Iteration 14Q (25776.830000 sec): 3 clusters
  Score: Raw -22002326.897747 + Penalty 3953.846926 = -21998373.050821
  nChanged 1854
		SP:Iteration 15Q (25777.910000 sec): 3 clusters
  Score: Raw -22002663.202119 + Penalty 3953.846926 = -21998709.355193
  nChanged 1796
		SP:Iteration 16Q (25778.890000 sec): 3 clusters
  Score: Raw -22002992.928758 + Penalty 3953.846926 = -21999039.081832
  nChanged 1832
		SP:Iteration 17Q (25779.870000 sec): 3 clusters
  Score: Raw -22003368.997553 + Penalty 3953.846926 = -21999415.150627
  nChanged 1919
		SP:Iteration 18Q (25780.880000 sec): 3 clusters
  Score: Raw -22003775.101740 + Penalty 3953.846926 = -21999821.254814
  nChanged 1879
		SP:Iteration 19Q (25781.890000 sec): 3 clusters
  Score: Raw -22004207.699378 + Penalty 3953.846926 = -22000253.852452
  nChanged 1991
		SP:Iteration 20F (25782.900000 sec): 3 clusters
  Score: Raw -22004718.565055 + Penalty 3953.846926 = -22000764.718129
  nChanged 2151
		SP:Iteration 21Q (25783.900000 sec): 3 clusters
  Score: Raw -22005297.541186 + Penalty 3953.846926 = -22001343.694260
  nChanged 2214
		SP:Iteration 22Q (25784.910000 sec): 3 clusters
  Score: Raw -22005971.483781 + Penalty 3953.846926 = -22002017.636855
  nChanged 2353
		SP:Iteration 23Q (25785.930000 sec): 3 clusters
  Score: Raw -22006772.842126 + Penalty 3953.846926 = -22002818.995200
  nChanged 2496
		SP:Iteration 24Q (25787.010000 sec): 3 clusters
  Score: Raw -22007698.784384 + Penalty 3953.846926 = -22003744.937458
  nChanged 2688
		SP:Iteration 25Q (25788.100000 sec): 3 clusters
  Score: Raw -22008743.426542 + Penalty 3953.846926 = -22004789.579616
  nChanged 2721
		SP:Iteration 26Q (25789.180000 sec): 3 clusters
  Score: Raw -22009796.981508 + Penalty 3953.846926 = -22005843.134582
  nChanged 2658
		SP:Iteration 27Q (25790.370000 sec): 3 clusters
  Score: Raw -22010799.715920 + Penalty 3953.846926 = -22006845.868994
  nChanged 2568
		SP:Iteration 28Q (25791.510000 sec): 3 clusters
  Score: Raw -22011709.281932 + Penalty 3953.846926 = -22007755.435006
  nChanged 2331
		SP:Iteration 29Q (25792.620000 sec): 3 clusters
  Score: Raw -22012417.038275 + Penalty 3953.846926 = -22008463.191349
  nChanged 2125
		SP:Iteration 30Q (25793.850000 sec): 3 clusters
  Score: Raw -22013002.745047 + Penalty 3953.846926 = -22009048.898121
  nChanged 1892
		SP:Iteration 31Q (25795.050000 sec): 3 clusters
  Score: Raw -22013457.379522 + Penalty 3953.846926 = -22009503.532596
  nChanged 1724
		SP:Iteration 32Q (25796.230000 sec): 3 clusters
  Score: Raw -22013820.516919 + Penalty 3953.846926 = -22009866.669993
  nChanged 1538
		SP:Iteration 33Q (25797.290000 sec): 3 clusters
  Score: Raw -22014101.108608 + Penalty 3953.846926 = -22010147.261682
  nChanged 1435
		SP:Iteration 34Q (25798.360000 sec): 3 clusters
  Score: Raw -22014315.171428 + Penalty 3953.846926 = -22010361.324502
  nChanged 1273
		SP:Iteration 35Q (25799.500000 sec): 3 clusters
  Score: Raw -22014493.043217 + Penalty 3953.846926 = -22010539.196291
  nChanged 1249
		SP:Iteration 36Q (25800.740000 sec): 3 clusters
  Score: Raw -22014655.621635 + Penalty 3953.846926 = -22010701.774709
  nChanged 1197
		SP:Iteration 37Q (25802.040000 sec): 3 clusters
  Score: Raw -22014810.546094 + Penalty 3953.846926 = -22010856.699168
  nChanged 1190
		SP:Iteration 38Q (25803.260000 sec): 3 clusters
  Score: Raw -22014963.511957 + Penalty 3953.846926 = -22011009.665031
  nChanged 1122
		SP:Iteration 39Q (25804.300000 sec): 3 clusters
  Score: Raw -22015102.275252 + Penalty 3953.846926 = -22011148.428326
  nChanged 1082
		SP:Iteration 40F (25805.340000 sec): 3 clusters
  Score: Raw -22015256.010400 + Penalty 3953.846926 = -22011302.163474
  nChanged 1074
		SP:Iteration 41Q (25806.480000 sec): 3 clusters
  Score: Raw -22015391.433322 + Penalty 3953.846926 = -22011437.586396
  nChanged 1069
		SP:Iteration 42Q (25807.680000 sec): 3 clusters
  Score: Raw -22015530.476585 + Penalty 3953.846926 = -22011576.629659
  nChanged 1096
		SP:Iteration 43Q (25808.900000 sec): 3 clusters
  Score: Raw -22015676.584314 + Penalty 3953.846926 = -22011722.737388
  nChanged 1059
		SP:Iteration 44Q (25809.790000 sec): 3 clusters
  Score: Raw -22015824.611358 + Penalty 3953.846926 = -22011870.764432
  nChanged 1079
		SP:Iteration 45Q (25810.680000 sec): 3 clusters
  Score: Raw -22015980.719693 + Penalty 3953.846926 = -22012026.872767
  nChanged 1074
		SP:Iteration 46Q (25811.620000 sec): 3 clusters
  Score: Raw -22016147.002302 + Penalty 3953.846926 = -22012193.155376
  nChanged 1117
		SP:Iteration 47Q (25812.700000 sec): 3 clusters
  Score: Raw -22016322.868932 + Penalty 3953.846926 = -22012369.022006
  nChanged 1123
		SP:Iteration 48Q (25813.810000 sec): 3 clusters
  Score: Raw -22016501.319644 + Penalty 3953.846926 = -22012547.472718
  nChanged 1145
		SP:Iteration 49Q (25814.940000 sec): 3 clusters
  Score: Raw -22016693.455645 + Penalty 3953.846926 = -22012739.608719
  nChanged 1186
		SP:Iteration 50Q (25816.240000 sec): 3 clusters
  Score: Raw -22016892.602978 + Penalty 3953.846926 = -22012938.756052
  nChanged 1169
		SP:Iteration 51Q (25817.490000 sec): 3 clusters
  Score: Raw -22017089.824156 + Penalty 3953.846926 = -22013135.977230
  nChanged 1201
		SP:Iteration 52Q (25818.580000 sec): 3 clusters
  Score: Raw -22017292.983021 + Penalty 3953.846926 = -22013339.136095
  nChanged 1141
		SP:Iteration 53Q (25819.580000 sec): 3 clusters
  Score: Raw -22017483.445053 + Penalty 3953.846926 = -22013529.598127
  nChanged 1116
		SP:Iteration 54Q (25820.590000 sec): 3 clusters
  Score: Raw -22017663.440596 + Penalty 3953.846926 = -22013709.593670
  nChanged 1074
		SP:Iteration 55Q (25821.830000 sec): 3 clusters
  Score: Raw -22017830.537045 + Penalty 3953.846926 = -22013876.690119
  nChanged 1036
		SP:Iteration 56Q (25823.060000 sec): 3 clusters
  Score: Raw -22017990.907386 + Penalty 3953.846926 = -22014037.060460
  nChanged 1000
		SP:Iteration 57Q (25824.280000 sec): 3 clusters
  Score: Raw -22018134.422131 + Penalty 3953.846926 = -22014180.575205
  nChanged 980
		SP:Iteration 58Q (25825.380000 sec): 3 clusters
  Score: Raw -22018272.615157 + Penalty 3953.846926 = -22014318.768231
  nChanged 939
		SP:Iteration 59Q (25826.590000 sec): 3 clusters
  Score: Raw -22018402.443202 + Penalty 3953.846926 = -22014448.596276
  nChanged 911
		SP:Iteration 60F (25827.720000 sec): 3 clusters
  Score: Raw -22018528.450914 + Penalty 3953.846926 = -22014574.603988
  nChanged 943
		SP:Iteration 61Q (25828.900000 sec): 3 clusters
  Score: Raw -22018656.818195 + Penalty 3953.846926 = -22014702.971269
  nChanged 968
		SP:Iteration 62Q (25830.100000 sec): 3 clusters
  Score: Raw -22018793.267213 + Penalty 3953.846926 = -22014839.420287
  nChanged 957
		SP:Iteration 63Q (25831.220000 sec): 3 clusters
  Score: Raw -22018926.174699 + Penalty 3953.846926 = -22014972.327773
  nChanged 921
		SP:Iteration 64Q (25832.210000 sec): 3 clusters
  Score: Raw -22019055.534592 + Penalty 3953.846926 = -22015101.687666
  nChanged 899
		SP:Iteration 65Q (25833.100000 sec): 3 clusters
  Score: Raw -22019177.061904 + Penalty 3953.846926 = -22015223.214978
  nChanged 853
		SP:Iteration 66Q (25833.950000 sec): 3 clusters
  Score: Raw -22019286.991520 + Penalty 3953.846926 = -22015333.144594
  nChanged 826
		SP:Iteration 67Q (25834.950000 sec): 3 clusters
  Score: Raw -22019390.060772 + Penalty 3953.846926 = -22015436.213846
  nChanged 800
		SP:Iteration 68Q (25835.880000 sec): 3 clusters
  Score: Raw -22019489.791479 + Penalty 3953.846926 = -22015535.944553
  nChanged 829
		SP:Iteration 69Q (25836.940000 sec): 3 clusters
  Score: Raw -22019605.256585 + Penalty 3953.846926 = -22015651.409659
  nChanged 832
		SP:Iteration 70Q (25838.120000 sec): 3 clusters
  Score: Raw -22019722.756823 + Penalty 3953.846926 = -22015768.909897
  nChanged 836
		SP:Iteration 71Q (25839.400000 sec): 3 clusters
  Score: Raw -22019854.081625 + Penalty 3953.846926 = -22015900.234699
  nChanged 842
		SP:Iteration 72Q (25840.740000 sec): 3 clusters
  Score: Raw -22019998.096992 + Penalty 3953.846926 = -22016044.250066
  nChanged 902
		SP:Iteration 73Q (25841.900000 sec): 3 clusters
  Score: Raw -22020174.479169 + Penalty 3953.846926 = -22016220.632243
  nChanged 898
		SP:Iteration 74Q (25843.140000 sec): 3 clusters
  Score: Raw -22020366.587669 + Penalty 3953.846926 = -22016412.740743
  nChanged 922
		SP:Iteration 75Q (25844.340000 sec): 3 clusters
  Score: Raw -22020583.751122 + Penalty 3953.846926 = -22016629.904196
  nChanged 950
		SP:Iteration 76Q (25845.450000 sec): 3 clusters
  Score: Raw -22020842.247733 + Penalty 3953.846926 = -22016888.400807
  nChanged 1024
		SP:Iteration 77Q (25846.620000 sec): 3 clusters
  Score: Raw -22021154.081919 + Penalty 3953.846926 = -22017200.234993
  nChanged 1119
		SP:Iteration 78Q (25847.670000 sec): 3 clusters
  Score: Raw -22021552.842450 + Penalty 3953.846926 = -22017598.995524
  nChanged 1187
		SP:Iteration 79Q (25848.800000 sec): 3 clusters
  Score: Raw -22022021.911365 + Penalty 3953.846926 = -22018068.064439
  nChanged 1227
		SP:Iteration 80F (25850.030000 sec): 3 clusters
  Score: Raw -22022527.938533 + Penalty 3953.846926 = -22018574.091607
  nChanged 1201
		SP:Iteration 81Q (25851.240000 sec): 3 clusters
  Score: Raw -22023019.353533 + Penalty 3953.846926 = -22019065.506606
  nChanged 1204
		SP:Iteration 82Q (25852.450000 sec): 3 clusters
  Score: Raw -22023491.938572 + Penalty 3953.846926 = -22019538.091646
  nChanged 1124
		SP:Iteration 83Q (25853.650000 sec): 3 clusters
  Score: Raw -22023900.347497 + Penalty 3953.846926 = -22019946.500571
  nChanged 1063
		SP:Iteration 84Q (25854.690000 sec): 3 clusters
  Score: Raw -22024247.177063 + Penalty 3953.846926 = -22020293.330137
  nChanged 963
		SP:Iteration 85Q (25855.600000 sec): 3 clusters
  Score: Raw -22024539.086134 + Penalty 3953.846926 = -22020585.239208
  nChanged 966
		SP:Iteration 86Q (25856.610000 sec): 3 clusters
  Score: Raw -22024797.191504 + Penalty 3953.846926 = -22020843.344578
  nChanged 853
		SP:Iteration 87Q (25857.640000 sec): 3 clusters
  Score: Raw -22024993.808233 + Penalty 3953.846926 = -22021039.961307
  nChanged 741
		SP:Iteration 88Q (25858.750000 sec): 3 clusters
  Score: Raw -22025148.290127 + Penalty 3953.846926 = -22021194.443201
  nChanged 710
		SP:Iteration 89Q (25859.910000 sec): 3 clusters
  Score: Raw -22025281.903610 + Penalty 3953.846926 = -22021328.056684
  nChanged 660
		SP:Iteration 90Q (25860.790000 sec): 3 clusters
  Score: Raw -22025395.402725 + Penalty 3953.846926 = -22021441.555799
  nChanged 602
		SP:Iteration 91Q (25861.790000 sec): 3 clusters
  Score: Raw -22025493.051350 + Penalty 3953.846926 = -22021539.204424
  nChanged 603
		SP:Iteration 92Q (25862.590000 sec): 3 clusters
  Score: Raw -22025592.307012 + Penalty 3953.846926 = -22021638.460086
  nChanged 599
		SP:Iteration 93Q (25863.420000 sec): 3 clusters
  Score: Raw -22025690.185413 + Penalty 3953.846926 = -22021736.338487
  nChanged 572
		SP:Iteration 94Q (25864.380000 sec): 3 clusters
  Score: Raw -22025784.987846 + Penalty 3953.846926 = -22021831.140920
  nChanged 515
		SP:Iteration 95Q (25865.270000 sec): 3 clusters
  Score: Raw -22025862.402513 + Penalty 3953.846926 = -22021908.555587
  nChanged 488
		SP:Iteration 96Q (25866.090000 sec): 3 clusters
  Score: Raw -22025934.955767 + Penalty 3953.846926 = -22021981.108841
  nChanged 459
		SP:Iteration 97Q (25867.020000 sec): 3 clusters
  Score: Raw -22026001.833622 + Penalty 3953.846926 = -22022047.986696
  nChanged 475
		SP:Iteration 98Q (25868.060000 sec): 3 clusters
  Score: Raw -22026075.061134 + Penalty 3953.846926 = -22022121.214208
  nChanged 473
		SP:Iteration 99Q (25869.010000 sec): 3 clusters
  Score: Raw -22026145.404684 + Penalty 3953.846926 = -22022191.557758
  nChanged 430
		SP:Iteration 100F (25870.160000 sec): 3 clusters
  Score: Raw -22026205.607330 + Penalty 3953.846926 = -22022251.760404
  nChanged 387
		SP:Iteration 101Q (25871.140000 sec): 3 clusters
  Score: Raw -22026256.864576 + Penalty 3953.846926 = -22022303.017650
  nChanged 390
		SP:Iteration 102Q (25872.150000 sec): 3 clusters
  Score: Raw -22026310.697147 + Penalty 3953.846926 = -22022356.850221
  nChanged 387
		SP:Iteration 103Q (25873.240000 sec): 3 clusters
  Score: Raw -22026364.347503 + Penalty 3953.846926 = -22022410.500577
  nChanged 370
		SP:Iteration 104Q (25874.130000 sec): 3 clusters
  Score: Raw -22026418.923561 + Penalty 3953.846926 = -22022465.076635
  nChanged 379
		SP:Iteration 105Q (25875.150000 sec): 3 clusters
  Score: Raw -22026476.791713 + Penalty 3953.846926 = -22022522.944787
  nChanged 378
		SP:Iteration 106Q (25876.200000 sec): 3 clusters
  Score: Raw -22026533.187382 + Penalty 3953.846926 = -22022579.340456
  nChanged 348
		SP:Iteration 107Q (25877.140000 sec): 3 clusters
  Score: Raw -22026583.573174 + Penalty 3953.846926 = -22022629.726248
  nChanged 350
		SP:Iteration 108Q (25878.200000 sec): 3 clusters
  Score: Raw -22026637.498244 + Penalty 3953.846926 = -22022683.651318
  nChanged 345
		SP:Iteration 109Q (25879.130000 sec): 3 clusters
  Score: Raw -22026690.408751 + Penalty 3953.846926 = -22022736.561825
  nChanged 334
		SP:Iteration 110Q (25880.050000 sec): 3 clusters
  Score: Raw -22026741.132611 + Penalty 3953.846926 = -22022787.285685
  nChanged 318
		SP:Iteration 111Q (25881.010000 sec): 3 clusters
  Score: Raw -22026788.480084 + Penalty 3953.846926 = -22022834.633158
  nChanged 300
		SP:Iteration 112Q (25882.070000 sec): 3 clusters
  Score: Raw -22026834.699966 + Penalty 3953.846926 = -22022880.853040
  nChanged 281
		SP:Iteration 113Q (25883.080000 sec): 3 clusters
  Score: Raw -22026880.000678 + Penalty 3953.846926 = -22022926.153752
  nChanged 283
		SP:Iteration 114Q (25884.120000 sec): 3 clusters
  Score: Raw -22026926.728783 + Penalty 3953.846926 = -22022972.881857
  nChanged 294
		SP:Iteration 115Q (25885.250000 sec): 3 clusters
  Score: Raw -22026973.778083 + Penalty 3953.846926 = -22023019.931157
  nChanged 277
		SP:Iteration 116Q (25886.320000 sec): 3 clusters
  Score: Raw -22027016.926889 + Penalty 3953.846926 = -22023063.079963
  nChanged 265
		SP:Iteration 117Q (25887.330000 sec): 3 clusters
  Score: Raw -22027059.506510 + Penalty 3953.846926 = -22023105.659584
  nChanged 247
		SP:Iteration 118Q (25888.480000 sec): 3 clusters
  Score: Raw -22027100.609012 + Penalty 3953.846926 = -22023146.762086
  nChanged 266
		SP:Iteration 119Q (25889.480000 sec): 3 clusters
  Score: Raw -22027146.373408 + Penalty 3953.846926 = -22023192.526482
  nChanged 259
		SP:Iteration 120F (25890.570000 sec): 3 clusters
  Score: Raw -22027195.949305 + Penalty 3953.846926 = -22023242.102379
  nChanged 255
		SP:Iteration 121Q (25891.780000 sec): 3 clusters
  Score: Raw -22027243.362645 + Penalty 3953.846926 = -22023289.515719
  nChanged 248
		SP:Iteration 122Q (25892.720000 sec): 3 clusters
  Score: Raw -22027287.277967 + Penalty 3953.846926 = -22023333.431041
  nChanged 241
		SP:Iteration 123Q (25893.730000 sec): 3 clusters
  Score: Raw -22027332.320812 + Penalty 3953.846926 = -22023378.473886
  nChanged 227
		SP:Iteration 124Q (25894.710000 sec): 3 clusters
  Score: Raw -22027376.865635 + Penalty 3953.846926 = -22023423.018709
  nChanged 238
		SP:Iteration 125Q (25895.660000 sec): 3 clusters
  Score: Raw -22027423.150574 + Penalty 3953.846926 = -22023469.303648
  nChanged 239
		SP:Iteration 126Q (25896.540000 sec): 3 clusters
  Score: Raw -22027473.205054 + Penalty 3953.846926 = -22023519.358128
  nChanged 227
		SP:Iteration 127Q (25897.560000 sec): 3 clusters
  Score: Raw -22027521.453347 + Penalty 3953.846926 = -22023567.606421
  nChanged 216
		SP:Iteration 128Q (25898.540000 sec): 3 clusters
  Score: Raw -22027566.270602 + Penalty 3953.846926 = -22023612.423676
  nChanged 217
		SP:Iteration 129Q (25899.660000 sec): 3 clusters
  Score: Raw -22027611.654097 + Penalty 3953.846926 = -22023657.807171
  nChanged 202
		SP:Iteration 130Q (25900.570000 sec): 3 clusters
  Score: Raw -22027651.089384 + Penalty 3953.846926 = -22023697.242458
  nChanged 174
		SP:Iteration 131Q (25901.550000 sec): 3 clusters
  Score: Raw -22027688.171367 + Penalty 3953.846926 = -22023734.324441
  nChanged 165
		SP:Iteration 132Q (25902.790000 sec): 3 clusters
  Score: Raw -22027721.474689 + Penalty 3953.846926 = -22023767.627763
  nChanged 174
		SP:Iteration 133Q (25903.770000 sec): 3 clusters
  Score: Raw -22027758.722451 + Penalty 3953.846926 = -22023804.875525
  nChanged 154
		SP:Iteration 134Q (25904.730000 sec): 3 clusters
  Score: Raw -22027789.660068 + Penalty 3953.846926 = -22023835.813142
  nChanged 148
		SP:Iteration 135Q (25905.700000 sec): 3 clusters
  Score: Raw -22027821.194178 + Penalty 3953.846926 = -22023867.347252
  nChanged 128
		SP:Iteration 136Q (25906.660000 sec): 3 clusters
  Score: Raw -22027848.732106 + Penalty 3953.846926 = -22023894.885180
  nChanged 114
		SP:Iteration 137Q (25907.570000 sec): 3 clusters
  Score: Raw -22027872.223369 + Penalty 3953.846926 = -22023918.376443
  nChanged 98
		SP:Iteration 138Q (25908.500000 sec): 3 clusters
  Score: Raw -22027891.673955 + Penalty 3953.846926 = -22023937.827029
  nChanged 80
		SP:Iteration 139Q (25909.480000 sec): 3 clusters
  Score: Raw -22027907.907933 + Penalty 3953.846926 = -22023954.061007
  nChanged 79
		SP:Iteration 140F (25910.460000 sec): 3 clusters
  Score: Raw -22027924.091480 + Penalty 3953.846926 = -22023970.244554
  nChanged 67
		SP:Iteration 141Q (25911.490000 sec): 3 clusters
  Score: Raw -22027936.430187 + Penalty 3953.846926 = -22023982.583261
  nChanged 67
		SP:Iteration 142Q (25912.620000 sec): 3 clusters
  Score: Raw -22027948.761155 + Penalty 3953.846926 = -22023994.914229
  nChanged 61
		SP:Iteration 143Q (25913.680000 sec): 3 clusters
  Score: Raw -22027959.758425 + Penalty 3953.846926 = -22024005.911499
  nChanged 64
		SP:Iteration 144Q (25914.640000 sec): 3 clusters
  Score: Raw -22027971.061357 + Penalty 3953.846926 = -22024017.214431
  nChanged 65
		SP:Iteration 145Q (25915.590000 sec): 3 clusters
  Score: Raw -22027983.345098 + Penalty 3953.846926 = -22024029.498172
  nChanged 62
		SP:Iteration 146Q (25916.630000 sec): 3 clusters
  Score: Raw -22027995.312313 + Penalty 3953.846926 = -22024041.465387
  nChanged 69
		SP:Iteration 147Q (25917.680000 sec): 3 clusters
  Score: Raw -22028008.905000 + Penalty 3953.846926 = -22024055.058074
  nChanged 64
		SP:Iteration 148Q (25918.760000 sec): 3 clusters
  Score: Raw -22028022.573538 + Penalty 3953.846926 = -22024068.726612
  nChanged 64
		SP:Iteration 149Q (25919.790000 sec): 3 clusters
  Score: Raw -22028035.966452 + Penalty 3953.846926 = -22024082.119526
  nChanged 60
		SP:Iteration 150Q (25920.910000 sec): 3 clusters
  Score: Raw -22028049.302870 + Penalty 3953.846926 = -22024095.455944
  nChanged 55
		SP:Iteration 151Q (25921.980000 sec): 3 clusters
  Score: Raw -22028063.556299 + Penalty 3953.846926 = -22024109.709373
  nChanged 60
		SP:Iteration 152Q (25923.050000 sec): 3 clusters
  Score: Raw -22028076.407015 + Penalty 3953.846926 = -22024122.560089
  nChanged 49
		SP:Iteration 153Q (25924.040000 sec): 3 clusters
  Score: Raw -22028088.499857 + Penalty 3953.846926 = -22024134.652931
  nChanged 55
		SP:Iteration 154Q (25925.110000 sec): 3 clusters
  Score: Raw -22028103.169958 + Penalty 3953.846926 = -22024149.323032
  nChanged 53
		SP:Iteration 155Q (25926.190000 sec): 3 clusters
  Score: Raw -22028116.809213 + Penalty 3953.846926 = -22024162.962287
  nChanged 51
		SP:Iteration 156Q (25927.290000 sec): 3 clusters
  Score: Raw -22028129.989431 + Penalty 3953.846926 = -22024176.142505
  nChanged 44
		SP:Iteration 157Q (25928.310000 sec): 3 clusters
  Score: Raw -22028141.194317 + Penalty 3953.846926 = -22024187.347391
  nChanged 38
		SP:Iteration 158Q (25929.330000 sec): 3 clusters
  Score: Raw -22028151.287394 + Penalty 3953.846926 = -22024197.440468
  nChanged 41
		SP:Iteration 159Q (25930.330000 sec): 3 clusters
  Score: Raw -22028162.686094 + Penalty 3953.846926 = -22024208.839168
  nChanged 39
		SP:Iteration 160F (25931.480000 sec): 3 clusters
  Score: Raw -22028172.782929 + Penalty 3953.846926 = -22024218.936003
  nChanged 35
		SP:Iteration 161Q (25932.550000 sec): 3 clusters
  Score: Raw -22028182.741339 + Penalty 3953.846926 = -22024228.894413
  nChanged 34
		SP:Iteration 162Q (25933.560000 sec): 3 clusters
  Score: Raw -22028191.987041 + Penalty 3953.846926 = -22024238.140115
  nChanged 31
		SP:Iteration 163Q (25934.490000 sec): 3 clusters
  Score: Raw -22028201.313019 + Penalty 3953.846926 = -22024247.466093
  nChanged 39
		SP:Iteration 164Q (25935.550000 sec): 3 clusters
  Score: Raw -22028212.969328 + Penalty 3953.846926 = -22024259.122402
  nChanged 39
		SP:Iteration 165Q (25936.580000 sec): 3 clusters
  Score: Raw -22028223.875841 + Penalty 3953.846926 = -22024270.028915
  nChanged 42
		SP:Iteration 166Q (25937.590000 sec): 3 clusters
  Score: Raw -22028236.694347 + Penalty 3953.846926 = -22024282.847421
  nChanged 37
		SP:Iteration 167Q (25938.480000 sec): 3 clusters
  Score: Raw -22028246.259735 + Penalty 3953.846926 = -22024292.412809
  nChanged 37
		SP:Iteration 168Q (25939.370000 sec): 3 clusters
  Score: Raw -22028255.632594 + Penalty 3953.846926 = -22024301.785668
  nChanged 30
		SP:Iteration 169Q (25940.320000 sec): 3 clusters
  Score: Raw -22028264.605737 + Penalty 3953.846926 = -22024310.758811
  nChanged 33
		SP:Iteration 170Q (25941.220000 sec): 3 clusters
  Score: Raw -22028272.627782 + Penalty 3953.846926 = -22024318.780856
  nChanged 23
		SP:Iteration 171Q (25942.180000 sec): 3 clusters
  Score: Raw -22028278.455057 + Penalty 3953.846926 = -22024324.608131
  nChanged 21
		SP:Iteration 172Q (25943.030000 sec): 3 clusters
  Score: Raw -22028285.431967 + Penalty 3953.846926 = -22024331.585041
  nChanged 20
		SP:Iteration 173Q (25944.000000 sec): 3 clusters
  Score: Raw -22028290.785893 + Penalty 3953.846926 = -22024336.938967
  nChanged 27
		SP:Iteration 174Q (25945.000000 sec): 3 clusters
  Score: Raw -22028297.361134 + Penalty 3953.846926 = -22024343.514208
  nChanged 24
		SP:Iteration 175Q (25945.880000 sec): 3 clusters
  Score: Raw -22028303.400128 + Penalty 3953.846926 = -22024349.553202
  nChanged 19
		SP:Iteration 176Q (25946.700000 sec): 3 clusters
  Score: Raw -22028309.323803 + Penalty 3953.846926 = -22024355.476877
  nChanged 20
		SP:Iteration 177Q (25947.540000 sec): 3 clusters
  Score: Raw -22028315.822363 + Penalty 3953.846926 = -22024361.975437
  nChanged 24
		SP:Iteration 178Q (25948.450000 sec): 3 clusters
  Score: Raw -22028323.322372 + Penalty 3953.846926 = -22024369.475446
  nChanged 16
		SP:Iteration 179Q (25949.260000 sec): 3 clusters
  Score: Raw -22028327.148247 + Penalty 3953.846926 = -22024373.301321
  nChanged 12
		SP:Iteration 180F (25950.180000 sec): 3 clusters
  Score: Raw -22028330.108154 + Penalty 3953.846926 = -22024376.261228
  nChanged 8
		SP:Iteration 181Q (25951.150000 sec): 3 clusters
  Score: Raw -22028331.624358 + Penalty 3953.846926 = -22024377.777432
  nChanged 5
		SP:Iteration 182Q (25952.060000 sec): 3 clusters
  Score: Raw -22028332.742923 + Penalty 3953.846926 = -22024378.895997
  nChanged 4
		SP:Iteration 183Q (25952.990000 sec): 3 clusters
  Score: Raw -22028333.485895 + Penalty 3953.846926 = -22024379.638969
  nChanged 3
		SP:Iteration 184Q (25953.970000 sec): 3 clusters
  Score: Raw -22028334.295915 + Penalty 3953.846926 = -22024380.448989
  nChanged 3
		SP:Iteration 185Q (25954.890000 sec): 3 clusters
  Score: Raw -22028334.925711 + Penalty 3953.846926 = -22024381.078785
  nChanged 2
		SP:Iteration 186Q (25955.830000 sec): 3 clusters
  Score: Raw -22028335.353717 + Penalty 3953.846926 = -22024381.506791
  nChanged 1
		SP:Iteration 187Q (25956.810000 sec): 3 clusters
  Score: Raw -22028335.843285 + Penalty 3953.846926 = -22024381.996359
  nChanged 1
		SP:Iteration 188Q (25957.720000 sec): 3 clusters
  Score: Raw -22028336.030126 + Penalty 3953.846926 = -22024382.183200
  nChanged 0
		SP:Iteration 189F (25958.720000 sec): 3 clusters
  Score: Raw -22028336.030126 + Penalty 3953.846926 = -22024382.183200
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25958.900000 sec): 2 clusters
  Score: Raw -1256532.281312 + Penalty 1510.430548 = -1255021.850764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25959.140000 sec): 3 clusters
  Score: Raw -1250276.786909 + Penalty 3020.861096 = -1247255.925813
  nChanged 4722
		SP:Iteration 1F (25959.350000 sec): 3 clusters
  Score: Raw -1252850.666119 + Penalty 3020.861096 = -1249829.805023
  nChanged 563
		SP:Iteration 2F (25959.560000 sec): 3 clusters
  Score: Raw -1253063.637991 + Penalty 3020.861096 = -1250042.776895
  nChanged 486
		SP:Iteration 3Q (25959.810000 sec): 3 clusters
  Score: Raw -1253228.136110 + Penalty 3020.861096 = -1250207.275015
  nChanged 361
		SP:Iteration 4Q (25959.980000 sec): 3 clusters
  Score: Raw -1253333.946530 + Penalty 3020.861096 = -1250313.085434
  nChanged 312
		SP:Iteration 5Q (25960.230000 sec): 3 clusters
  Score: Raw -1253417.456067 + Penalty 3020.861096 = -1250396.594971
  nChanged 268
		SP:Iteration 6Q (25960.460000 sec): 3 clusters
  Score: Raw -1253488.528018 + Penalty 3020.861096 = -1250467.666923
  nChanged 244
		SP:Iteration 7Q (25960.640000 sec): 3 clusters
  Score: Raw -1253548.942538 + Penalty 3020.861096 = -1250528.081442
  nChanged 213
		SP:Iteration 8Q (25960.850000 sec): 3 clusters
  Score: Raw -1253604.724215 + Penalty 3020.861096 = -1250583.863119
  nChanged 205
		SP:Iteration 9Q (25961.070000 sec): 3 clusters
  Score: Raw -1253653.698689 + Penalty 3020.861096 = -1250632.837594
  nChanged 166
		SP:Iteration 10Q (25961.300000 sec): 3 clusters
  Score: Raw -1253693.571956 + Penalty 3020.861096 = -1250672.710860
  nChanged 159
		SP:Iteration 11Q (25961.510000 sec): 3 clusters
  Score: Raw -1253733.531179 + Penalty 3020.861096 = -1250712.670083
  nChanged 174
		SP:Iteration 12Q (25961.760000 sec): 3 clusters
  Score: Raw -1253779.348112 + Penalty 3020.861096 = -1250758.487016
  nChanged 188
		SP:Iteration 13Q (25961.960000 sec): 3 clusters
  Score: Raw -1253831.169752 + Penalty 3020.861096 = -1250810.308656
  nChanged 204
		SP:Iteration 14Q (25962.220000 sec): 3 clusters
  Score: Raw -1253890.438723 + Penalty 3020.861096 = -1250869.577627
  nChanged 228
		SP:Iteration 15Q (25962.400000 sec): 3 clusters
  Score: Raw -1253975.446554 + Penalty 3020.861096 = -1250954.585458
  nChanged 275
		SP:Iteration 16Q (25962.630000 sec): 3 clusters
  Score: Raw -1254092.649765 + Penalty 3020.861096 = -1251071.788669
  nChanged 318
		SP:Iteration 17Q (25962.850000 sec): 3 clusters
  Score: Raw -1254251.397920 + Penalty 3020.861096 = -1251230.536824
  nChanged 368
		SP:Iteration 18Q (25963.060000 sec): 3 clusters
  Score: Raw -1254439.849342 + Penalty 3020.861096 = -1251418.988247
  nChanged 399
		SP:Iteration 19Q (25963.280000 sec): 3 clusters
  Score: Raw -1254672.771052 + Penalty 3020.861096 = -1251651.909956
  nChanged 399
		SP:Iteration 20F (25963.520000 sec): 3 clusters
  Score: Raw -1254926.522552 + Penalty 3020.861096 = -1251905.661457
  nChanged 376
		SP:Iteration 21Q (25963.720000 sec): 3 clusters
  Score: Raw -1255187.763611 + Penalty 3020.861096 = -1252166.902515
  nChanged 336
		SP:Iteration 22Q (25963.970000 sec): 3 clusters
  Score: Raw -1255431.881441 + Penalty 3020.861096 = -1252411.020345
  nChanged 289
		SP:Iteration 23Q (25964.160000 sec): 3 clusters
  Score: Raw -1255638.049817 + Penalty 3020.861096 = -1252617.188721
  nChanged 269
		SP:Iteration 24Q (25964.370000 sec): 3 clusters
  Score: Raw -1255841.196638 + Penalty 3020.861096 = -1252820.335542
  nChanged 240
		SP:Iteration 25Q (25964.550000 sec): 3 clusters
  Score: Raw -1255998.349751 + Penalty 3020.861096 = -1252977.488655
  nChanged 198
		SP:Iteration 26Q (25964.790000 sec): 3 clusters
  Score: Raw -1256134.107616 + Penalty 3020.861096 = -1253113.246520
  nChanged 166
		SP:Iteration 27Q (25965.000000 sec): 3 clusters
  Score: Raw -1256244.272058 + Penalty 3020.861096 = -1253223.410962
  nChanged 142
		SP:Iteration 28Q (25965.180000 sec): 3 clusters
  Score: Raw -1256335.509377 + Penalty 3020.861096 = -1253314.648281
  nChanged 106
		SP:Iteration 29Q (25965.440000 sec): 3 clusters
  Score: Raw -1256396.382907 + Penalty 3020.861096 = -1253375.521811
  nChanged 98
		SP:Iteration 30Q (25965.630000 sec): 3 clusters
  Score: Raw -1256455.615966 + Penalty 3020.861096 = -1253434.754870
  nChanged 71
		SP:Iteration 31Q (25965.810000 sec): 3 clusters
  Score: Raw -1256500.767646 + Penalty 3020.861096 = -1253479.906550
  nChanged 60
		SP:Iteration 32Q (25966.050000 sec): 3 clusters
  Score: Raw -1256537.392556 + Penalty 3020.861096 = -1253516.531460
  nChanged 44
		SP:Iteration 33Q (25966.220000 sec): 3 clusters
  Score: Raw -1256565.755500 + Penalty 3020.861096 = -1253544.894404
  nChanged 42
		SP:Iteration 34Q (25966.480000 sec): 3 clusters
  Score: Raw -1256598.415639 + Penalty 3020.861096 = -1253577.554544
  nChanged 29
		SP:Iteration 35Q (25966.690000 sec): 3 clusters
  Score: Raw -1256623.480843 + Penalty 3020.861096 = -1253602.619747
  nChanged 27
		SP:Iteration 36Q (25966.890000 sec): 3 clusters
  Score: Raw -1256644.444900 + Penalty 3020.861096 = -1253623.583804
  nChanged 20
		SP:Iteration 37Q (25967.080000 sec): 3 clusters
  Score: Raw -1256662.470337 + Penalty 3020.861096 = -1253641.609241
  nChanged 24
		SP:Iteration 38Q (25967.300000 sec): 3 clusters
  Score: Raw -1256685.220965 + Penalty 3020.861096 = -1253664.359869
  nChanged 22
		SP:Iteration 39Q (25967.520000 sec): 3 clusters
  Score: Raw -1256706.975496 + Penalty 3020.861096 = -1253686.114400
  nChanged 18
		SP:Iteration 40F (25967.740000 sec): 3 clusters
  Score: Raw -1256721.719266 + Penalty 3020.861096 = -1253700.858170
  nChanged 7
		SP:Iteration 41Q (25967.910000 sec): 3 clusters
  Score: Raw -1256727.072173 + Penalty 3020.861096 = -1253706.211077
  nChanged 5
		SP:Iteration 42Q (25968.130000 sec): 3 clusters
  Score: Raw -1256729.874203 + Penalty 3020.861096 = -1253709.013107
  nChanged 1
		SP:Iteration 43Q (25968.320000 sec): 3 clusters
  Score: Raw -1256731.482983 + Penalty 3020.861096 = -1253710.621888
  nChanged 4
		SP:Iteration 44Q (25968.490000 sec): 3 clusters
  Score: Raw -1256733.668944 + Penalty 3020.861096 = -1253712.807848
  nChanged 3
		SP:Iteration 45Q (25968.710000 sec): 3 clusters
  Score: Raw -1256735.300487 + Penalty 3020.861096 = -1253714.439391
  nChanged 2
		SP:Iteration 46Q (25968.950000 sec): 3 clusters
  Score: Raw -1256737.276527 + Penalty 3020.861096 = -1253716.415431
  nChanged 2
		SP:Iteration 47Q (25969.180000 sec): 3 clusters
  Score: Raw -1256737.961846 + Penalty 3020.861096 = -1253717.100751
  nChanged 0
		SP:Iteration 48F (25969.370000 sec): 3 clusters
  Score: Raw -1256737.961846 + Penalty 3020.861096 = -1253717.100751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25969.500000 sec): 2 clusters
  Score: Raw -415287.036641 + Penalty 1346.805130 = -413940.231511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25969.710000 sec): 3 clusters
  Score: Raw -413289.883286 + Penalty 2693.610260 = -410596.273026
  nChanged 1558
		SP:Iteration 1F (25969.830000 sec): 3 clusters
  Score: Raw -414214.656009 + Penalty 2693.610260 = -411521.045749
  nChanged 375
		SP:Iteration 2F (25970.000000 sec): 3 clusters
  Score: Raw -414553.145212 + Penalty 2693.610260 = -411859.534952
  nChanged 340
		SP:Iteration 3F (25970.190000 sec): 3 clusters
  Score: Raw -414869.676429 + Penalty 2693.610260 = -412176.066170
  nChanged 305
		SP:Iteration 4F (25970.390000 sec): 3 clusters
  Score: Raw -415185.130747 + Penalty 2693.610260 = -412491.520487
  nChanged 255
		SP:Iteration 5F (25970.580000 sec): 3 clusters
  Score: Raw -415441.202934 + Penalty 2693.610260 = -412747.592675
  nChanged 190
		SP:Iteration 6Q (25970.790000 sec): 3 clusters
  Score: Raw -415630.920090 + Penalty 2693.610260 = -412937.309831
  nChanged 138
		SP:Iteration 7Q (25970.970000 sec): 3 clusters
  Score: Raw -415763.667663 + Penalty 2693.610260 = -413070.057403
  nChanged 113
		SP:Iteration 8Q (25971.150000 sec): 3 clusters
  Score: Raw -415838.212034 + Penalty 2693.610260 = -413144.601775
  nChanged 79
		SP:Iteration 9Q (25971.330000 sec): 3 clusters
  Score: Raw -415892.274679 + Penalty 2693.610260 = -413198.664419
  nChanged 64
		SP:Iteration 10Q (25971.540000 sec): 3 clusters
  Score: Raw -415928.046310 + Penalty 2693.610260 = -413234.436050
  nChanged 42
		SP:Iteration 11Q (25971.690000 sec): 3 clusters
  Score: Raw -415947.923443 + Penalty 2693.610260 = -413254.313184
  nChanged 22
		SP:Iteration 12Q (25971.920000 sec): 3 clusters
  Score: Raw -415956.589323 + Penalty 2693.610260 = -413262.979063
  nChanged 15
		SP:Iteration 13Q (25972.060000 sec): 3 clusters
  Score: Raw -415964.195587 + Penalty 2693.610260 = -413270.585327
  nChanged 13
		SP:Iteration 14Q (25972.260000 sec): 3 clusters
  Score: Raw -415967.962840 + Penalty 2693.610260 = -413274.352580
  nChanged 8
		SP:Iteration 15Q (25972.410000 sec): 3 clusters
  Score: Raw -415971.495457 + Penalty 2693.610260 = -413277.885197
  nChanged 11
		SP:Iteration 16Q (25972.600000 sec): 3 clusters
  Score: Raw -415975.642711 + Penalty 2693.610260 = -413282.032452
  nChanged 17
		SP:Iteration 17Q (25972.780000 sec): 3 clusters
  Score: Raw -415980.889847 + Penalty 2693.610260 = -413287.279587
  nChanged 10
		SP:Iteration 18Q (25973.010000 sec): 3 clusters
  Score: Raw -415983.736069 + Penalty 2693.610260 = -413290.125810
  nChanged 11
		SP:Iteration 19Q (25973.170000 sec): 3 clusters
  Score: Raw -415988.116203 + Penalty 2693.610260 = -413294.505944
  nChanged 9
		SP:Iteration 20F (25973.380000 sec): 3 clusters
  Score: Raw -415990.564855 + Penalty 2693.610260 = -413296.954596
  nChanged 8
		SP:Iteration 21Q (25973.560000 sec): 3 clusters
  Score: Raw -415992.997976 + Penalty 2693.610260 = -413299.387716
  nChanged 6
		SP:Iteration 22Q (25973.730000 sec): 3 clusters
  Score: Raw -415994.563296 + Penalty 2693.610260 = -413300.953037
  nChanged 2
		SP:Iteration 23Q (25973.930000 sec): 3 clusters
  Score: Raw -415994.935271 + Penalty 2693.610260 = -413301.325012
  nChanged 1
		SP:Iteration 24Q (25974.050000 sec): 3 clusters
  Score: Raw -415995.258468 + Penalty 2693.610260 = -413301.648209
  nChanged 3
		SP:Iteration 25Q (25974.280000 sec): 3 clusters
  Score: Raw -415995.992828 + Penalty 2693.610260 = -413302.382569
  nChanged 2
		SP:Iteration 26Q (25974.440000 sec): 3 clusters
  Score: Raw -415996.387319 + Penalty 2693.610260 = -413302.777059
  nChanged 3
		SP:Iteration 27Q (25974.600000 sec): 3 clusters
  Score: Raw -415997.633301 + Penalty 2693.610260 = -413304.023041
  nChanged 0
		SP:Iteration 28F (25974.810000 sec): 3 clusters
  Score: Raw -415997.633301 + Penalty 2693.610260 = -413304.023041
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25974.990000 sec): 2 clusters
  Score: Raw -1983351.564167 + Penalty 1607.305583 = -1981744.258583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25975.240000 sec): 3 clusters
  Score: Raw -1971438.401067 + Penalty 3214.611166 = -1968223.789900
  nChanged 8987
		SP:Iteration 1F (25975.490000 sec): 3 clusters
  Score: Raw -1976716.758983 + Penalty 3214.611166 = -1973502.147817
  nChanged 1250
		SP:Iteration 2F (25975.790000 sec): 3 clusters
  Score: Raw -1977373.169160 + Penalty 3214.611166 = -1974158.557994
  nChanged 1237
		SP:Iteration 3F (25976.010000 sec): 3 clusters
  Score: Raw -1977986.248118 + Penalty 3214.611166 = -1974771.636951
  nChanged 1095
		SP:Iteration 4F (25976.290000 sec): 3 clusters
  Score: Raw -1978502.255931 + Penalty 3214.611166 = -1975287.644764
  nChanged 1035
		SP:Iteration 5F (25976.590000 sec): 3 clusters
  Score: Raw -1978994.585074 + Penalty 3214.611166 = -1975779.973908
  nChanged 905
		SP:Iteration 6Q (25976.880000 sec): 3 clusters
  Score: Raw -1979398.689831 + Penalty 3214.611166 = -1976184.078665
  nChanged 814
		SP:Iteration 7Q (25977.140000 sec): 3 clusters
  Score: Raw -1979772.463090 + Penalty 3214.611166 = -1976557.851923
  nChanged 713
		SP:Iteration 8Q (25977.450000 sec): 3 clusters
  Score: Raw -1980082.900349 + Penalty 3214.611166 = -1976868.289183
  nChanged 663
		SP:Iteration 9Q (25977.720000 sec): 3 clusters
  Score: Raw -1980348.241160 + Penalty 3214.611166 = -1977133.629994
  nChanged 626
		SP:Iteration 10Q (25978.000000 sec): 3 clusters
  Score: Raw -1980604.731054 + Penalty 3214.611166 = -1977390.119888
  nChanged 598
		SP:Iteration 11Q (25978.260000 sec): 3 clusters
  Score: Raw -1980888.598209 + Penalty 3214.611166 = -1977673.987042
  nChanged 589
		SP:Iteration 12Q (25978.490000 sec): 3 clusters
  Score: Raw -1981182.357412 + Penalty 3214.611166 = -1977967.746245
  nChanged 540
		SP:Iteration 13Q (25978.800000 sec): 3 clusters
  Score: Raw -1981416.105758 + Penalty 3214.611166 = -1978201.494591
  nChanged 498
		SP:Iteration 14Q (25979.060000 sec): 3 clusters
  Score: Raw -1981604.563515 + Penalty 3214.611166 = -1978389.952348
  nChanged 449
		SP:Iteration 15Q (25979.330000 sec): 3 clusters
  Score: Raw -1981780.570422 + Penalty 3214.611166 = -1978565.959256
  nChanged 447
		SP:Iteration 16Q (25979.570000 sec): 3 clusters
  Score: Raw -1981962.023147 + Penalty 3214.611166 = -1978747.411981
  nChanged 410
		SP:Iteration 17Q (25979.810000 sec): 3 clusters
  Score: Raw -1982121.456279 + Penalty 3214.611166 = -1978906.845113
  nChanged 399
		SP:Iteration 18Q (25980.070000 sec): 3 clusters
  Score: Raw -1982280.552945 + Penalty 3214.611166 = -1979065.941778
  nChanged 399
		SP:Iteration 19Q (25980.280000 sec): 3 clusters
  Score: Raw -1982441.895079 + Penalty 3214.611166 = -1979227.283913
  nChanged 370
		SP:Iteration 20F (25980.570000 sec): 3 clusters
  Score: Raw -1982588.532186 + Penalty 3214.611166 = -1979373.921019
  nChanged 345
		SP:Iteration 21Q (25980.820000 sec): 3 clusters
  Score: Raw -1982717.864981 + Penalty 3214.611166 = -1979503.253814
  nChanged 318
		SP:Iteration 22Q (25981.060000 sec): 3 clusters
  Score: Raw -1982845.005593 + Penalty 3214.611166 = -1979630.394426
  nChanged 302
		SP:Iteration 23Q (25981.310000 sec): 3 clusters
  Score: Raw -1982964.115906 + Penalty 3214.611166 = -1979749.504739
  nChanged 270
		SP:Iteration 24Q (25981.580000 sec): 3 clusters
  Score: Raw -1983067.789003 + Penalty 3214.611166 = -1979853.177836
  nChanged 272
		SP:Iteration 25Q (25981.820000 sec): 3 clusters
  Score: Raw -1983173.070759 + Penalty 3214.611166 = -1979958.459593
  nChanged 253
		SP:Iteration 26Q (25982.100000 sec): 3 clusters
  Score: Raw -1983280.130894 + Penalty 3214.611166 = -1980065.519728
  nChanged 227
		SP:Iteration 27Q (25982.380000 sec): 3 clusters
  Score: Raw -1983365.303174 + Penalty 3214.611166 = -1980150.692008
  nChanged 194
		SP:Iteration 28Q (25982.630000 sec): 3 clusters
  Score: Raw -1983423.864958 + Penalty 3214.611166 = -1980209.253792
  nChanged 148
		SP:Iteration 29Q (25982.890000 sec): 3 clusters
  Score: Raw -1983465.427450 + Penalty 3214.611166 = -1980250.816283
  nChanged 129
		SP:Iteration 30Q (25983.160000 sec): 3 clusters
  Score: Raw -1983506.134889 + Penalty 3214.611166 = -1980291.523723
  nChanged 129
		SP:Iteration 31Q (25983.440000 sec): 3 clusters
  Score: Raw -1983548.475170 + Penalty 3214.611166 = -1980333.864004
  nChanged 136
		SP:Iteration 32Q (25983.720000 sec): 3 clusters
  Score: Raw -1983593.775455 + Penalty 3214.611166 = -1980379.164289
  nChanged 125
		SP:Iteration 33Q (25983.950000 sec): 3 clusters
  Score: Raw -1983637.159068 + Penalty 3214.611166 = -1980422.547901
  nChanged 105
		SP:Iteration 34Q (25984.210000 sec): 3 clusters
  Score: Raw -1983668.618392 + Penalty 3214.611166 = -1980454.007226
  nChanged 84
		SP:Iteration 35Q (25984.520000 sec): 3 clusters
  Score: Raw -1983693.236633 + Penalty 3214.611166 = -1980478.625466
  nChanged 68
		SP:Iteration 36Q (25984.750000 sec): 3 clusters
  Score: Raw -1983712.679854 + Penalty 3214.611166 = -1980498.068687
  nChanged 61
		SP:Iteration 37Q (25985.040000 sec): 3 clusters
  Score: Raw -1983731.376067 + Penalty 3214.611166 = -1980516.764900
  nChanged 62
		SP:Iteration 38Q (25985.290000 sec): 3 clusters
  Score: Raw -1983750.760391 + Penalty 3214.611166 = -1980536.149224
  nChanged 53
		SP:Iteration 39Q (25985.590000 sec): 3 clusters
  Score: Raw -1983767.203464 + Penalty 3214.611166 = -1980552.592298
  nChanged 53
		SP:Iteration 40F (25985.870000 sec): 3 clusters
  Score: Raw -1983783.176925 + Penalty 3214.611166 = -1980568.565758
  nChanged 49
		SP:Iteration 41Q (25986.100000 sec): 3 clusters
  Score: Raw -1983800.758152 + Penalty 3214.611166 = -1980586.146985
  nChanged 58
		SP:Iteration 42Q (25986.370000 sec): 3 clusters
  Score: Raw -1983820.439646 + Penalty 3214.611166 = -1980605.828479
  nChanged 54
		SP:Iteration 43Q (25986.610000 sec): 3 clusters
  Score: Raw -1983842.513845 + Penalty 3214.611166 = -1980627.902679
  nChanged 58
		SP:Iteration 44Q (25986.890000 sec): 3 clusters
  Score: Raw -1983865.602377 + Penalty 3214.611166 = -1980650.991211
  nChanged 55
		SP:Iteration 45Q (25987.130000 sec): 3 clusters
  Score: Raw -1983885.027705 + Penalty 3214.611166 = -1980670.416538
  nChanged 41
		SP:Iteration 46Q (25987.380000 sec): 3 clusters
  Score: Raw -1983899.088660 + Penalty 3214.611166 = -1980684.477494
  nChanged 28
		SP:Iteration 47Q (25987.610000 sec): 3 clusters
  Score: Raw -1983907.892635 + Penalty 3214.611166 = -1980693.281469
  nChanged 34
		SP:Iteration 48Q (25987.880000 sec): 3 clusters
  Score: Raw -1983917.367604 + Penalty 3214.611166 = -1980702.756437
  nChanged 24
		SP:Iteration 49Q (25988.140000 sec): 3 clusters
  Score: Raw -1983923.705129 + Penalty 3214.611166 = -1980709.093962
  nChanged 22
		SP:Iteration 50Q (25988.380000 sec): 3 clusters
  Score: Raw -1983928.707796 + Penalty 3214.611166 = -1980714.096630
  nChanged 15
		SP:Iteration 51Q (25988.670000 sec): 3 clusters
  Score: Raw -1983932.558082 + Penalty 3214.611166 = -1980717.946916
  nChanged 18
		SP:Iteration 52Q (25988.940000 sec): 3 clusters
  Score: Raw -1983940.626523 + Penalty 3214.611166 = -1980726.015357
  nChanged 15
		SP:Iteration 53Q (25989.190000 sec): 3 clusters
  Score: Raw -1983945.109271 + Penalty 3214.611166 = -1980730.498105
  nChanged 15
		SP:Iteration 54Q (25989.430000 sec): 3 clusters
  Score: Raw -1983948.564331 + Penalty 3214.611166 = -1980733.953165
  nChanged 13
		SP:Iteration 55Q (25989.670000 sec): 3 clusters
  Score: Raw -1983953.129732 + Penalty 3214.611166 = -1980738.518565
  nChanged 13
		SP:Iteration 56Q (25989.960000 sec): 3 clusters
  Score: Raw -1983956.078210 + Penalty 3214.611166 = -1980741.467044
  nChanged 7
		SP:Iteration 57Q (25990.250000 sec): 3 clusters
  Score: Raw -1983957.601796 + Penalty 3214.611166 = -1980742.990629
  nChanged 4
		SP:Iteration 58Q (25990.500000 sec): 3 clusters
  Score: Raw -1983958.554126 + Penalty 3214.611166 = -1980743.942959
  nChanged 4
		SP:Iteration 59Q (25990.750000 sec): 3 clusters
  Score: Raw -1983959.897173 + Penalty 3214.611166 = -1980745.286007
  nChanged 5
		SP:Iteration 60F (25991.050000 sec): 3 clusters
  Score: Raw -1983961.142059 + Penalty 3214.611166 = -1980746.530893
  nChanged 6
		SP:Iteration 61Q (25991.290000 sec): 3 clusters
  Score: Raw -1983962.510537 + Penalty 3214.611166 = -1980747.899371
  nChanged 3
		SP:Iteration 62Q (25991.550000 sec): 3 clusters
  Score: Raw -1983962.898907 + Penalty 3214.611166 = -1980748.287741
  nChanged 1
		SP:Iteration 63Q (25991.790000 sec): 3 clusters
  Score: Raw -1983963.306773 + Penalty 3214.611166 = -1980748.695607
  nChanged 3
		SP:Iteration 64Q (25992.060000 sec): 3 clusters
  Score: Raw -1983963.735106 + Penalty 3214.611166 = -1980749.123940
  nChanged 2
		SP:Iteration 65Q (25992.300000 sec): 3 clusters
  Score: Raw -1983964.744266 + Penalty 3214.611166 = -1980750.133100
  nChanged 3
		SP:Iteration 66Q (25992.580000 sec): 3 clusters
  Score: Raw -1983966.098159 + Penalty 3214.611166 = -1980751.486993
  nChanged 1
		SP:Iteration 67Q (25992.780000 sec): 3 clusters
  Score: Raw -1983966.234793 + Penalty 3214.611166 = -1980751.623627
  nChanged 1
		SP:Iteration 68Q (25993.030000 sec): 3 clusters
  Score: Raw -1983966.545045 + Penalty 3214.611166 = -1980751.933879
  nChanged 2
		SP:Iteration 69Q (25993.250000 sec): 3 clusters
  Score: Raw -1983967.093344 + Penalty 3214.611166 = -1980752.482177
  nChanged 0
		SP:Iteration 70F (25993.520000 sec): 3 clusters
  Score: Raw -1983967.093344 + Penalty 3214.611166 = -1980752.482177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25993.600000 sec): 2 clusters
  Score: Raw -416619.573159 + Penalty 1345.244592 = -415274.328567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25993.760000 sec): 3 clusters
  Score: Raw -414632.347028 + Penalty 2690.489184 = -411941.857843
  nChanged 1571
		SP:Iteration 1F (25993.940000 sec): 3 clusters
  Score: Raw -415753.878122 + Penalty 2690.489184 = -413063.388938
  nChanged 431
		SP:Iteration 2F (25994.090000 sec): 3 clusters
  Score: Raw -416211.402602 + Penalty 2690.489184 = -413520.913418
  nChanged 354
		SP:Iteration 3F (25994.260000 sec): 3 clusters
  Score: Raw -416571.209378 + Penalty 2690.489184 = -413880.720194
  nChanged 276
		SP:Iteration 4F (25994.450000 sec): 3 clusters
  Score: Raw -416820.995203 + Penalty 2690.489184 = -414130.506018
  nChanged 192
		SP:Iteration 5Q (25994.610000 sec): 3 clusters
  Score: Raw -416973.114904 + Penalty 2690.489184 = -414282.625720
  nChanged 129
		SP:Iteration 6Q (25994.790000 sec): 3 clusters
  Score: Raw -417069.410811 + Penalty 2690.489184 = -414378.921627
  nChanged 87
		SP:Iteration 7Q (25994.940000 sec): 3 clusters
  Score: Raw -417124.867092 + Penalty 2690.489184 = -414434.377908
  nChanged 56
		SP:Iteration 8Q (25995.100000 sec): 3 clusters
  Score: Raw -417162.307209 + Penalty 2690.489184 = -414471.818025
  nChanged 40
		SP:Iteration 9Q (25995.280000 sec): 3 clusters
  Score: Raw -417180.584016 + Penalty 2690.489184 = -414490.094832
  nChanged 32
		SP:Iteration 10Q (25995.450000 sec): 3 clusters
  Score: Raw -417195.959239 + Penalty 2690.489184 = -414505.470055
  nChanged 39
		SP:Iteration 11Q (25995.620000 sec): 3 clusters
  Score: Raw -417217.488283 + Penalty 2690.489184 = -414526.999099
  nChanged 48
		SP:Iteration 12Q (25995.820000 sec): 3 clusters
  Score: Raw -417245.926879 + Penalty 2690.489184 = -414555.437695
  nChanged 44
		SP:Iteration 13Q (25996.020000 sec): 3 clusters
  Score: Raw -417263.234915 + Penalty 2690.489184 = -414572.745731
  nChanged 34
		SP:Iteration 14Q (25996.160000 sec): 3 clusters
  Score: Raw -417275.891517 + Penalty 2690.489184 = -414585.402333
  nChanged 27
		SP:Iteration 15Q (25996.340000 sec): 3 clusters
  Score: Raw -417286.234562 + Penalty 2690.489184 = -414595.745378
  nChanged 26
		SP:Iteration 16Q (25996.540000 sec): 3 clusters
  Score: Raw -417297.297879 + Penalty 2690.489184 = -414606.808695
  nChanged 25
		SP:Iteration 17Q (25996.700000 sec): 3 clusters
  Score: Raw -417305.778005 + Penalty 2690.489184 = -414615.288820
  nChanged 20
		SP:Iteration 18Q (25996.870000 sec): 3 clusters
  Score: Raw -417314.004723 + Penalty 2690.489184 = -414623.515539
  nChanged 25
		SP:Iteration 19Q (25997.070000 sec): 3 clusters
  Score: Raw -417323.705267 + Penalty 2690.489184 = -414633.216082
  nChanged 27
		SP:Iteration 20F (25997.220000 sec): 3 clusters
  Score: Raw -417334.933043 + Penalty 2690.489184 = -414644.443859
  nChanged 22
		SP:Iteration 21Q (25997.400000 sec): 3 clusters
  Score: Raw -417343.238695 + Penalty 2690.489184 = -414652.749510
  nChanged 25
		SP:Iteration 22Q (25997.580000 sec): 3 clusters
  Score: Raw -417350.174805 + Penalty 2690.489184 = -414659.685621
  nChanged 15
		SP:Iteration 23Q (25997.760000 sec): 3 clusters
  Score: Raw -417353.979245 + Penalty 2690.489184 = -414663.490060
  nChanged 16
		SP:Iteration 24Q (25997.930000 sec): 3 clusters
  Score: Raw -417359.688143 + Penalty 2690.489184 = -414669.198959
  nChanged 18
		SP:Iteration 25Q (25998.070000 sec): 3 clusters
  Score: Raw -417365.163737 + Penalty 2690.489184 = -414674.674553
  nChanged 11
		SP:Iteration 26Q (25998.240000 sec): 3 clusters
  Score: Raw -417367.390011 + Penalty 2690.489184 = -414676.900827
  nChanged 10
		SP:Iteration 27Q (25998.380000 sec): 3 clusters
  Score: Raw -417369.839003 + Penalty 2690.489184 = -414679.349819
  nChanged 7
		SP:Iteration 28Q (25998.510000 sec): 3 clusters
  Score: Raw -417370.868791 + Penalty 2690.489184 = -414680.379607
  nChanged 6
		SP:Iteration 29Q (25998.710000 sec): 3 clusters
  Score: Raw -417372.325522 + Penalty 2690.489184 = -414681.836338
  nChanged 4
		SP:Iteration 30Q (25998.890000 sec): 3 clusters
  Score: Raw -417373.315159 + Penalty 2690.489184 = -414682.825975
  nChanged 3
		SP:Iteration 31Q (25999.080000 sec): 3 clusters
  Score: Raw -417373.755281 + Penalty 2690.489184 = -414683.266097
  nChanged 2
		SP:Iteration 32Q (25999.270000 sec): 3 clusters
  Score: Raw -417374.151673 + Penalty 2690.489184 = -414683.662489
  nChanged 1
		SP:Iteration 33Q (25999.430000 sec): 3 clusters
  Score: Raw -417374.475173 + Penalty 2690.489184 = -414683.985988
  nChanged 1
		SP:Iteration 34Q (25999.630000 sec): 3 clusters
  Score: Raw -417374.617642 + Penalty 2690.489184 = -414684.128457
  nChanged 0
		SP:Iteration 35F (25999.810000 sec): 3 clusters
  Score: Raw -417374.617642 + Penalty 2690.489184 = -414684.128457
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25999.910000 sec): 2 clusters
  Score: Raw -954552.190703 + Penalty 1475.463600 = -953076.727102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26000.130000 sec): 3 clusters
  Score: Raw -949691.268784 + Penalty 2950.927201 = -946740.341584
  nChanged 3692
		SP:Iteration 1F (26000.340000 sec): 3 clusters
  Score: Raw -951690.250420 + Penalty 2950.927201 = -948739.323219
  nChanged 547
		SP:Iteration 2F (26000.510000 sec): 3 clusters
  Score: Raw -951924.615089 + Penalty 2950.927201 = -948973.687888
  nChanged 435
		SP:Iteration 3Q (26000.730000 sec): 3 clusters
  Score: Raw -952106.249428 + Penalty 2950.927201 = -949155.322228
  nChanged 369
		SP:Iteration 4Q (26000.920000 sec): 3 clusters
  Score: Raw -952267.908414 + Penalty 2950.927201 = -949316.981213
  nChanged 334
		SP:Iteration 5Q (26001.150000 sec): 3 clusters
  Score: Raw -952423.703640 + Penalty 2950.927201 = -949472.776439
  nChanged 338
		SP:Iteration 6Q (26001.390000 sec): 3 clusters
  Score: Raw -952593.089685 + Penalty 2950.927201 = -949642.162485
  nChanged 360
		SP:Iteration 7Q (26001.580000 sec): 3 clusters
  Score: Raw -952780.680247 + Penalty 2950.927201 = -949829.753046
  nChanged 354
		SP:Iteration 8Q (26001.780000 sec): 3 clusters
  Score: Raw -952977.660408 + Penalty 2950.927201 = -950026.733208
  nChanged 372
		SP:Iteration 9Q (26002.000000 sec): 3 clusters
  Score: Raw -953208.227742 + Penalty 2950.927201 = -950257.300542
  nChanged 381
		SP:Iteration 10Q (26002.210000 sec): 3 clusters
  Score: Raw -953451.272609 + Penalty 2950.927201 = -950500.345408
  nChanged 359
		SP:Iteration 11Q (26002.420000 sec): 3 clusters
  Score: Raw -953663.358705 + Penalty 2950.927201 = -950712.431505
  nChanged 335
		SP:Iteration 12Q (26002.650000 sec): 3 clusters
  Score: Raw -953878.837140 + Penalty 2950.927201 = -950927.909939
  nChanged 322
		SP:Iteration 13Q (26002.880000 sec): 3 clusters
  Score: Raw -954052.394494 + Penalty 2950.927201 = -951101.467294
  nChanged 246
		SP:Iteration 14Q (26003.060000 sec): 3 clusters
  Score: Raw -954155.105834 + Penalty 2950.927201 = -951204.178633
  nChanged 185
		SP:Iteration 15Q (26003.280000 sec): 3 clusters
  Score: Raw -954224.636521 + Penalty 2950.927201 = -951273.709320
  nChanged 145
		SP:Iteration 16Q (26003.510000 sec): 3 clusters
  Score: Raw -954275.653844 + Penalty 2950.927201 = -951324.726644
  nChanged 115
		SP:Iteration 17Q (26003.690000 sec): 3 clusters
  Score: Raw -954314.547745 + Penalty 2950.927201 = -951363.620545
  nChanged 105
		SP:Iteration 18Q (26003.900000 sec): 3 clusters
  Score: Raw -954352.425087 + Penalty 2950.927201 = -951401.497886
  nChanged 107
		SP:Iteration 19Q (26004.120000 sec): 3 clusters
  Score: Raw -954389.242801 + Penalty 2950.927201 = -951438.315601
  nChanged 94
		SP:Iteration 20F (26004.300000 sec): 3 clusters
  Score: Raw -954416.570467 + Penalty 2950.927201 = -951465.643266
  nChanged 59
		SP:Iteration 21Q (26004.490000 sec): 3 clusters
  Score: Raw -954431.853646 + Penalty 2950.927201 = -951480.926445
  nChanged 54
		SP:Iteration 22Q (26004.680000 sec): 3 clusters
  Score: Raw -954448.128514 + Penalty 2950.927201 = -951497.201313
  nChanged 60
		SP:Iteration 23Q (26004.890000 sec): 3 clusters
  Score: Raw -954463.336547 + Penalty 2950.927201 = -951512.409346
  nChanged 52
		SP:Iteration 24Q (26005.070000 sec): 3 clusters
  Score: Raw -954478.608233 + Penalty 2950.927201 = -951527.681033
  nChanged 54
		SP:Iteration 25Q (26005.300000 sec): 3 clusters
  Score: Raw -954492.170140 + Penalty 2950.927201 = -951541.242939
  nChanged 40
		SP:Iteration 26Q (26005.490000 sec): 3 clusters
  Score: Raw -954499.744686 + Penalty 2950.927201 = -951548.817486
  nChanged 32
		SP:Iteration 27Q (26005.680000 sec): 3 clusters
  Score: Raw -954504.933562 + Penalty 2950.927201 = -951554.006361
  nChanged 29
		SP:Iteration 28Q (26005.870000 sec): 3 clusters
  Score: Raw -954510.509814 + Penalty 2950.927201 = -951559.582613
  nChanged 32
		SP:Iteration 29Q (26006.070000 sec): 3 clusters
  Score: Raw -954515.620816 + Penalty 2950.927201 = -951564.693615
  nChanged 25
		SP:Iteration 30Q (26006.300000 sec): 3 clusters
  Score: Raw -954520.006482 + Penalty 2950.927201 = -951569.079281
  nChanged 29
		SP:Iteration 31Q (26006.520000 sec): 3 clusters
  Score: Raw -954525.868554 + Penalty 2950.927201 = -951574.941353
  nChanged 34
		SP:Iteration 32Q (26006.730000 sec): 3 clusters
  Score: Raw -954532.135525 + Penalty 2950.927201 = -951581.208325
  nChanged 32
		SP:Iteration 33Q (26006.940000 sec): 3 clusters
  Score: Raw -954538.912168 + Penalty 2950.927201 = -951587.984967
  nChanged 35
		SP:Iteration 34Q (26007.180000 sec): 3 clusters
  Score: Raw -954546.231201 + Penalty 2950.927201 = -951595.304000
  nChanged 28
		SP:Iteration 35Q (26007.390000 sec): 3 clusters
  Score: Raw -954551.294590 + Penalty 2950.927201 = -951600.367389
  nChanged 27
		SP:Iteration 36Q (26007.590000 sec): 3 clusters
  Score: Raw -954556.684295 + Penalty 2950.927201 = -951605.757095
  nChanged 30
		SP:Iteration 37Q (26007.770000 sec): 3 clusters
  Score: Raw -954561.748115 + Penalty 2950.927201 = -951610.820915
  nChanged 25
		SP:Iteration 38Q (26007.970000 sec): 3 clusters
  Score: Raw -954566.101636 + Penalty 2950.927201 = -951615.174435
  nChanged 27
		SP:Iteration 39Q (26008.160000 sec): 3 clusters
  Score: Raw -954572.424385 + Penalty 2950.927201 = -951621.497184
  nChanged 33
		SP:Iteration 40F (26008.370000 sec): 3 clusters
  Score: Raw -954578.799393 + Penalty 2950.927201 = -951627.872192
  nChanged 40
		SP:Iteration 41Q (26008.540000 sec): 3 clusters
  Score: Raw -954590.032098 + Penalty 2950.927201 = -951639.104897
  nChanged 47
		SP:Iteration 42Q (26008.760000 sec): 3 clusters
  Score: Raw -954600.745524 + Penalty 2950.927201 = -951649.818323
  nChanged 37
		SP:Iteration 43Q (26008.940000 sec): 3 clusters
  Score: Raw -954611.081534 + Penalty 2950.927201 = -951660.154333
  nChanged 52
		SP:Iteration 44Q (26009.150000 sec): 3 clusters
  Score: Raw -954623.476199 + Penalty 2950.927201 = -951672.548998
  nChanged 46
		SP:Iteration 45Q (26009.370000 sec): 3 clusters
  Score: Raw -954633.736084 + Penalty 2950.927201 = -951682.808883
  nChanged 48
		SP:Iteration 46Q (26009.560000 sec): 3 clusters
  Score: Raw -954642.685033 + Penalty 2950.927201 = -951691.757832
  nChanged 26
		SP:Iteration 47Q (26009.740000 sec): 3 clusters
  Score: Raw -954646.442387 + Penalty 2950.927201 = -951695.515187
  nChanged 18
		SP:Iteration 48Q (26009.990000 sec): 3 clusters
  Score: Raw -954648.299429 + Penalty 2950.927201 = -951697.372228
  nChanged 10
		SP:Iteration 49Q (26010.170000 sec): 3 clusters
  Score: Raw -954649.297120 + Penalty 2950.927201 = -951698.369919
  nChanged 7
		SP:Iteration 50Q (26010.370000 sec): 3 clusters
  Score: Raw -954650.392409 + Penalty 2950.927201 = -951699.465208
  nChanged 7
		SP:Iteration 51Q (26010.570000 sec): 3 clusters
  Score: Raw -954651.702944 + Penalty 2950.927201 = -951700.775743
  nChanged 6
		SP:Iteration 52Q (26010.770000 sec): 3 clusters
  Score: Raw -954652.270745 + Penalty 2950.927201 = -951701.343544
  nChanged 6
		SP:Iteration 53Q (26011.010000 sec): 3 clusters
  Score: Raw -954653.012313 + Penalty 2950.927201 = -951702.085112
  nChanged 3
		SP:Iteration 54Q (26011.200000 sec): 3 clusters
  Score: Raw -954653.521302 + Penalty 2950.927201 = -951702.594102
  nChanged 6
		SP:Iteration 55Q (26011.390000 sec): 3 clusters
  Score: Raw -954654.283793 + Penalty 2950.927201 = -951703.356593
  nChanged 3
		SP:Iteration 56Q (26011.610000 sec): 3 clusters
  Score: Raw -954654.627056 + Penalty 2950.927201 = -951703.699856
  nChanged 0
		SP:Iteration 57F (26011.790000 sec): 3 clusters
  Score: Raw -954654.627056 + Penalty 2950.927201 = -951703.699856
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26011.890000 sec): 2 clusters
  Score: Raw -415929.774868 + Penalty 1360.627425 = -414569.147443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26012.110000 sec): 3 clusters
  Score: Raw -413837.037905 + Penalty 2721.254850 = -411115.783055
  nChanged 1744
		SP:Iteration 1F (26012.250000 sec): 3 clusters
  Score: Raw -415185.433321 + Penalty 2721.254850 = -412464.178470
  nChanged 483
		SP:Iteration 2F (26012.450000 sec): 3 clusters
  Score: Raw -415757.766042 + Penalty 2721.254850 = -413036.511191
  nChanged 413
		SP:Iteration 3F (26012.650000 sec): 3 clusters
  Score: Raw -416246.350755 + Penalty 2721.254850 = -413525.095905
  nChanged 333
		SP:Iteration 4F (26012.850000 sec): 3 clusters
  Score: Raw -416605.546119 + Penalty 2721.254850 = -413884.291269
  nChanged 230
		SP:Iteration 5F (26013.030000 sec): 3 clusters
  Score: Raw -416813.450903 + Penalty 2721.254850 = -414092.196052
  nChanged 179
		SP:Iteration 6Q (26013.250000 sec): 3 clusters
  Score: Raw -416918.401769 + Penalty 2721.254850 = -414197.146919
  nChanged 115
		SP:Iteration 7Q (26013.400000 sec): 3 clusters
  Score: Raw -416969.932297 + Penalty 2721.254850 = -414248.677446
  nChanged 84
		SP:Iteration 8Q (26013.590000 sec): 3 clusters
  Score: Raw -417005.265952 + Penalty 2721.254850 = -414284.011102
  nChanged 56
		SP:Iteration 9Q (26013.760000 sec): 3 clusters
  Score: Raw -417022.246798 + Penalty 2721.254850 = -414300.991947
  nChanged 37
		SP:Iteration 10Q (26013.950000 sec): 3 clusters
  Score: Raw -417032.558378 + Penalty 2721.254850 = -414311.303527
  nChanged 27
		SP:Iteration 11Q (26014.150000 sec): 3 clusters
  Score: Raw -417038.825920 + Penalty 2721.254850 = -414317.571070
  nChanged 20
		SP:Iteration 12Q (26014.330000 sec): 3 clusters
  Score: Raw -417044.827014 + Penalty 2721.254850 = -414323.572163
  nChanged 16
		SP:Iteration 13Q (26014.530000 sec): 3 clusters
  Score: Raw -417047.937503 + Penalty 2721.254850 = -414326.682652
  nChanged 6
		SP:Iteration 14Q (26014.670000 sec): 3 clusters
  Score: Raw -417048.565411 + Penalty 2721.254850 = -414327.310561
  nChanged 2
		SP:Iteration 15Q (26014.860000 sec): 3 clusters
  Score: Raw -417048.980923 + Penalty 2721.254850 = -414327.726072
  nChanged 2
		SP:Iteration 16Q (26015.070000 sec): 3 clusters
  Score: Raw -417049.445824 + Penalty 2721.254850 = -414328.190974
  nChanged 2
		SP:Iteration 17Q (26015.250000 sec): 3 clusters
  Score: Raw -417049.812462 + Penalty 2721.254850 = -414328.557612
  nChanged 2
		SP:Iteration 18Q (26015.450000 sec): 3 clusters
  Score: Raw -417050.035774 + Penalty 2721.254850 = -414328.780923
  nChanged 1
		SP:Iteration 19Q (26015.670000 sec): 3 clusters
  Score: Raw -417050.123673 + Penalty 2721.254850 = -414328.868823
  nChanged 0
		SP:Iteration 20F (26015.850000 sec): 3 clusters
  Score: Raw -417050.123673 + Penalty 2721.254850 = -414328.868823
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26015.910000 sec): 2 clusters
  Score: Raw -63459.492440 + Penalty 1032.867495 = -62426.624945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26016.110000 sec): 3 clusters
  Score: Raw -63328.824784 + Penalty 2065.734990 = -61263.089794
  nChanged 142
		SP:Iteration 1F (26016.280000 sec): 3 clusters
  Score: Raw -63584.466323 + Penalty 2065.734990 = -61518.731333
  nChanged 46
		SP:Iteration 2F (26016.430000 sec): 3 clusters
  Score: Raw -63758.870460 + Penalty 2065.734990 = -61693.135470
  nChanged 52
		SP:Iteration 3F (26016.560000 sec): 3 clusters
  Score: Raw -64025.199234 + Penalty 2065.734990 = -61959.464244
  nChanged 37
		SP:Iteration 4F (26016.740000 sec): 3 clusters
  Score: Raw -64133.763193 + Penalty 2065.734990 = -62068.028204
  nChanged 33
		SP:Iteration 5F (26016.920000 sec): 3 clusters
  Score: Raw -64206.776119 + Penalty 2065.734990 = -62141.041129
  nChanged 16
		SP:Iteration 6Q (26017.080000 sec): 3 clusters
  Score: Raw -64241.095951 + Penalty 2065.734990 = -62175.360961
  nChanged 10
		SP:Iteration 7Q (26017.280000 sec): 3 clusters
  Score: Raw -64259.698997 + Penalty 2065.734990 = -62193.964007
  nChanged 5
		SP:Iteration 8Q (26017.450000 sec): 3 clusters
  Score: Raw -64268.247769 + Penalty 2065.734990 = -62202.512779
  nChanged 1
		SP:Iteration 9Q (26017.620000 sec): 3 clusters
  Score: Raw -64269.683654 + Penalty 2065.734990 = -62203.948665
  nChanged 1
		SP:Iteration 10Q (26017.780000 sec): 3 clusters
  Score: Raw -64271.517450 + Penalty 2065.734990 = -62205.782460
  nChanged 1
		SP:Iteration 11Q (26017.990000 sec): 3 clusters
  Score: Raw -64272.079509 + Penalty 2065.734990 = -62206.344519
  nChanged 0
		SP:Iteration 12F (26018.150000 sec): 3 clusters
  Score: Raw -64272.079509 + Penalty 2065.734990 = -62206.344519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26018.240000 sec): 2 clusters
  Score: Raw -353959.253379 + Penalty 1311.826642 = -352647.426737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26018.410000 sec): 3 clusters
  Score: Raw -352461.370716 + Penalty 2623.653283 = -349837.717432
  nChanged 1184
		SP:Iteration 1F (26018.590000 sec): 3 clusters
  Score: Raw -353113.592322 + Penalty 2623.653283 = -350489.939039
  nChanged 232
		SP:Iteration 2F (26018.780000 sec): 3 clusters
  Score: Raw -353263.306130 + Penalty 2623.653283 = -350639.652846
  nChanged 172
		SP:Iteration 3F (26018.950000 sec): 3 clusters
  Score: Raw -353358.928376 + Penalty 2623.653283 = -350735.275093
  nChanged 166
		SP:Iteration 4F (26019.150000 sec): 3 clusters
  Score: Raw -353473.326832 + Penalty 2623.653283 = -350849.673549
  nChanged 137
		SP:Iteration 5Q (26019.340000 sec): 3 clusters
  Score: Raw -353570.292306 + Penalty 2623.653283 = -350946.639023
  nChanged 152
		SP:Iteration 6Q (26019.500000 sec): 3 clusters
  Score: Raw -353682.282835 + Penalty 2623.653283 = -351058.629552
  nChanged 145
		SP:Iteration 7Q (26019.660000 sec): 3 clusters
  Score: Raw -353779.887688 + Penalty 2623.653283 = -351156.234405
  nChanged 120
		SP:Iteration 8Q (26019.860000 sec): 3 clusters
  Score: Raw -353861.119404 + Penalty 2623.653283 = -351237.466121
  nChanged 113
		SP:Iteration 9Q (26020.020000 sec): 3 clusters
  Score: Raw -353937.349120 + Penalty 2623.653283 = -351313.695837
  nChanged 100
		SP:Iteration 10Q (26020.190000 sec): 3 clusters
  Score: Raw -354000.758298 + Penalty 2623.653283 = -351377.105015
  nChanged 77
		SP:Iteration 11Q (26020.340000 sec): 3 clusters
  Score: Raw -354057.104339 + Penalty 2623.653283 = -351433.451056
  nChanged 81
		SP:Iteration 12Q (26020.520000 sec): 3 clusters
  Score: Raw -354109.206694 + Penalty 2623.653283 = -351485.553410
  nChanged 65
		SP:Iteration 13Q (26020.680000 sec): 3 clusters
  Score: Raw -354147.965840 + Penalty 2623.653283 = -351524.312557
  nChanged 50
		SP:Iteration 14Q (26020.890000 sec): 3 clusters
  Score: Raw -354172.020021 + Penalty 2623.653283 = -351548.366738
  nChanged 29
		SP:Iteration 15Q (26021.010000 sec): 3 clusters
  Score: Raw -354186.412358 + Penalty 2623.653283 = -351562.759075
  nChanged 19
		SP:Iteration 16Q (26021.200000 sec): 3 clusters
  Score: Raw -354194.105105 + Penalty 2623.653283 = -351570.451822
  nChanged 21
		SP:Iteration 17Q (26021.380000 sec): 3 clusters
  Score: Raw -354203.993728 + Penalty 2623.653283 = -351580.340444
  nChanged 17
		SP:Iteration 18Q (26021.550000 sec): 3 clusters
  Score: Raw -354211.083152 + Penalty 2623.653283 = -351587.429869
  nChanged 12
		SP:Iteration 19Q (26021.720000 sec): 3 clusters
  Score: Raw -354214.536779 + Penalty 2623.653283 = -351590.883495
  nChanged 14
		SP:Iteration 20F (26021.940000 sec): 3 clusters
  Score: Raw -354220.619772 + Penalty 2623.653283 = -351596.966489
  nChanged 13
		SP:Iteration 21Q (26022.120000 sec): 3 clusters
  Score: Raw -354225.935821 + Penalty 2623.653283 = -351602.282538
  nChanged 13
		SP:Iteration 22Q (26022.300000 sec): 3 clusters
  Score: Raw -354230.441810 + Penalty 2623.653283 = -351606.788526
  nChanged 12
		SP:Iteration 23Q (26022.490000 sec): 3 clusters
  Score: Raw -354234.891803 + Penalty 2623.653283 = -351611.238520
  nChanged 8
		SP:Iteration 24Q (26022.660000 sec): 3 clusters
  Score: Raw -354236.829664 + Penalty 2623.653283 = -351613.176380
  nChanged 8
		SP:Iteration 25Q (26022.820000 sec): 3 clusters
  Score: Raw -354238.502754 + Penalty 2623.653283 = -351614.849471
  nChanged 4
		SP:Iteration 26Q (26023.000000 sec): 3 clusters
  Score: Raw -354239.711926 + Penalty 2623.653283 = -351616.058643
  nChanged 4
		SP:Iteration 27Q (26023.180000 sec): 3 clusters
  Score: Raw -354241.413907 + Penalty 2623.653283 = -351617.760623
  nChanged 4
		SP:Iteration 28Q (26023.350000 sec): 3 clusters
  Score: Raw -354242.552437 + Penalty 2623.653283 = -351618.899154
  nChanged 3
		SP:Iteration 29Q (26023.540000 sec): 3 clusters
  Score: Raw -354243.362701 + Penalty 2623.653283 = -351619.709418
  nChanged 2
		SP:Iteration 30Q (26023.720000 sec): 3 clusters
  Score: Raw -354243.880706 + Penalty 2623.653283 = -351620.227423
  nChanged 2
		SP:Iteration 31Q (26023.920000 sec): 3 clusters
  Score: Raw -354245.122352 + Penalty 2623.653283 = -351621.469069
  nChanged 3
		SP:Iteration 32Q (26024.100000 sec): 3 clusters
  Score: Raw -354246.108576 + Penalty 2623.653283 = -351622.455293
  nChanged 4
		SP:Iteration 33Q (26024.270000 sec): 3 clusters
  Score: Raw -354247.033575 + Penalty 2623.653283 = -351623.380292
  nChanged 3
		SP:Iteration 34Q (26024.440000 sec): 3 clusters
  Score: Raw -354247.990001 + Penalty 2623.653283 = -351624.336718
  nChanged 3
		SP:Iteration 35Q (26024.660000 sec): 3 clusters
  Score: Raw -354248.896071 + Penalty 2623.653283 = -351625.242788
  nChanged 2
		SP:Iteration 36Q (26024.840000 sec): 3 clusters
  Score: Raw -354249.664297 + Penalty 2623.653283 = -351626.011014
  nChanged 3
		SP:Iteration 37Q (26025.030000 sec): 3 clusters
  Score: Raw -354250.542825 + Penalty 2623.653283 = -351626.889542
  nChanged 3
		SP:Iteration 38Q (26025.240000 sec): 3 clusters
  Score: Raw -354251.273232 + Penalty 2623.653283 = -351627.619949
  nChanged 2
		SP:Iteration 39Q (26025.390000 sec): 3 clusters
  Score: Raw -354252.010526 + Penalty 2623.653283 = -351628.357243
  nChanged 2
		SP:Iteration 40F (26025.540000 sec): 3 clusters
  Score: Raw -354253.770337 + Penalty 2623.653283 = -351630.117053
  nChanged 4
		SP:Iteration 41Q (26025.730000 sec): 3 clusters
  Score: Raw -354255.279460 + Penalty 2623.653283 = -351631.626177
  nChanged 5
		SP:Iteration 42Q (26025.920000 sec): 3 clusters
  Score: Raw -354257.006633 + Penalty 2623.653283 = -351633.353350
  nChanged 5
		SP:Iteration 43Q (26026.110000 sec): 3 clusters
  Score: Raw -354258.336795 + Penalty 2623.653283 = -351634.683512
  nChanged 3
		SP:Iteration 44Q (26026.300000 sec): 3 clusters
  Score: Raw -354259.085221 + Penalty 2623.653283 = -351635.431938
  nChanged 5
		SP:Iteration 45Q (26026.490000 sec): 3 clusters
  Score: Raw -354260.535370 + Penalty 2623.653283 = -351636.882087
  nChanged 0
		SP:Iteration 46F (26026.680000 sec): 3 clusters
  Score: Raw -354260.535370 + Penalty 2623.653283 = -351636.882087
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26026.780000 sec): 2 clusters
  Score: Raw -458880.987393 + Penalty 1357.901994 = -457523.085399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26026.960000 sec): 3 clusters
  Score: Raw -456728.756163 + Penalty 2715.803989 = -454012.952174
  nChanged 1698
		SP:Iteration 1F (26027.170000 sec): 3 clusters
  Score: Raw -457723.515967 + Penalty 2715.803989 = -455007.711978
  nChanged 324
		SP:Iteration 2F (26027.330000 sec): 3 clusters
  Score: Raw -457936.102319 + Penalty 2715.803989 = -455220.298330
  nChanged 269
		SP:Iteration 3F (26027.520000 sec): 3 clusters
  Score: Raw -458107.359872 + Penalty 2715.803989 = -455391.555883
  nChanged 226
		SP:Iteration 4F (26027.710000 sec): 3 clusters
  Score: Raw -458268.042934 + Penalty 2715.803989 = -455552.238945
  nChanged 206
		SP:Iteration 5Q (26027.860000 sec): 3 clusters
  Score: Raw -458427.694188 + Penalty 2715.803989 = -455711.890199
  nChanged 210
		SP:Iteration 6Q (26028.050000 sec): 3 clusters
  Score: Raw -458565.461299 + Penalty 2715.803989 = -455849.657310
  nChanged 182
		SP:Iteration 7Q (26028.270000 sec): 3 clusters
  Score: Raw -458694.340426 + Penalty 2715.803989 = -455978.536437
  nChanged 153
		SP:Iteration 8Q (26028.450000 sec): 3 clusters
  Score: Raw -458805.259926 + Penalty 2715.803989 = -456089.455937
  nChanged 118
		SP:Iteration 9Q (26028.640000 sec): 3 clusters
  Score: Raw -458868.128075 + Penalty 2715.803989 = -456152.324086
  nChanged 87
		SP:Iteration 10Q (26028.800000 sec): 3 clusters
  Score: Raw -458922.601879 + Penalty 2715.803989 = -456206.797890
  nChanged 96
		SP:Iteration 11Q (26028.990000 sec): 3 clusters
  Score: Raw -458973.759954 + Penalty 2715.803989 = -456257.955965
  nChanged 75
		SP:Iteration 12Q (26029.180000 sec): 3 clusters
  Score: Raw -459019.087012 + Penalty 2715.803989 = -456303.283023
  nChanged 78
		SP:Iteration 13Q (26029.350000 sec): 3 clusters
  Score: Raw -459061.965482 + Penalty 2715.803989 = -456346.161493
  nChanged 62
		SP:Iteration 14Q (26029.570000 sec): 3 clusters
  Score: Raw -459092.324368 + Penalty 2715.803989 = -456376.520379
  nChanged 48
		SP:Iteration 15Q (26029.760000 sec): 3 clusters
  Score: Raw -459111.822988 + Penalty 2715.803989 = -456396.018999
  nChanged 39
		SP:Iteration 16Q (26029.910000 sec): 3 clusters
  Score: Raw -459129.983777 + Penalty 2715.803989 = -456414.179788
  nChanged 31
		SP:Iteration 17Q (26030.140000 sec): 3 clusters
  Score: Raw -459150.166558 + Penalty 2715.803989 = -456434.362569
  nChanged 39
		SP:Iteration 18Q (26030.310000 sec): 3 clusters
  Score: Raw -459175.434828 + Penalty 2715.803989 = -456459.630839
  nChanged 46
		SP:Iteration 19Q (26030.520000 sec): 3 clusters
  Score: Raw -459207.445337 + Penalty 2715.803989 = -456491.641348
  nChanged 59
		SP:Iteration 20F (26030.690000 sec): 3 clusters
  Score: Raw -459248.795537 + Penalty 2715.803989 = -456532.991548
  nChanged 61
		SP:Iteration 21Q (26030.860000 sec): 3 clusters
  Score: Raw -459290.899789 + Penalty 2715.803989 = -456575.095801
  nChanged 63
		SP:Iteration 22Q (26031.020000 sec): 3 clusters
  Score: Raw -459337.269425 + Penalty 2715.803989 = -456621.465436
  nChanged 46
		SP:Iteration 23Q (26031.240000 sec): 3 clusters
  Score: Raw -459362.568959 + Penalty 2715.803989 = -456646.764970
  nChanged 36
		SP:Iteration 24Q (26031.430000 sec): 3 clusters
  Score: Raw -459381.857528 + Penalty 2715.803989 = -456666.053540
  nChanged 27
		SP:Iteration 25Q (26031.570000 sec): 3 clusters
  Score: Raw -459394.174734 + Penalty 2715.803989 = -456678.370745
  nChanged 22
		SP:Iteration 26Q (26031.780000 sec): 3 clusters
  Score: Raw -459404.315205 + Penalty 2715.803989 = -456688.511216
  nChanged 12
		SP:Iteration 27Q (26031.920000 sec): 3 clusters
  Score: Raw -459411.782898 + Penalty 2715.803989 = -456695.978910
  nChanged 14
		SP:Iteration 28Q (26032.120000 sec): 3 clusters
  Score: Raw -459421.607623 + Penalty 2715.803989 = -456705.803634
  nChanged 19
		SP:Iteration 29Q (26032.310000 sec): 3 clusters
  Score: Raw -459432.586323 + Penalty 2715.803989 = -456716.782334
  nChanged 20
		SP:Iteration 30Q (26032.510000 sec): 3 clusters
  Score: Raw -459446.055044 + Penalty 2715.803989 = -456730.251055
  nChanged 18
		SP:Iteration 31Q (26032.680000 sec): 3 clusters
  Score: Raw -459458.294217 + Penalty 2715.803989 = -456742.490228
  nChanged 18
		SP:Iteration 32Q (26032.870000 sec): 3 clusters
  Score: Raw -459464.492212 + Penalty 2715.803989 = -456748.688223
  nChanged 12
		SP:Iteration 33Q (26033.050000 sec): 3 clusters
  Score: Raw -459468.166553 + Penalty 2715.803989 = -456752.362564
  nChanged 3
		SP:Iteration 34Q (26033.230000 sec): 3 clusters
  Score: Raw -459468.729201 + Penalty 2715.803989 = -456752.925212
  nChanged 5
		SP:Iteration 35Q (26033.430000 sec): 3 clusters
  Score: Raw -459470.064293 + Penalty 2715.803989 = -456754.260304
  nChanged 2
		SP:Iteration 36Q (26033.620000 sec): 3 clusters
  Score: Raw -459470.463045 + Penalty 2715.803989 = -456754.659056
  nChanged 1
		SP:Iteration 37Q (26033.810000 sec): 3 clusters
  Score: Raw -459470.733245 + Penalty 2715.803989 = -456754.929256
  nChanged 1
		SP:Iteration 38Q (26033.980000 sec): 3 clusters
  Score: Raw -459471.549996 + Penalty 2715.803989 = -456755.746008
  nChanged 2
		SP:Iteration 39Q (26034.210000 sec): 3 clusters
  Score: Raw -459472.569390 + Penalty 2715.803989 = -456756.765401
  nChanged 4
		SP:Iteration 40F (26034.400000 sec): 3 clusters
  Score: Raw -459474.216462 + Penalty 2715.803989 = -456758.412473
  nChanged 1
		SP:Iteration 41Q (26034.600000 sec): 3 clusters
  Score: Raw -459474.435553 + Penalty 2715.803989 = -456758.631564
  nChanged 0
		SP:Iteration 42F (26034.730000 sec): 3 clusters
  Score: Raw -459474.435553 + Penalty 2715.803989 = -456758.631564
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26034.920000 sec): 2 clusters
  Score: Raw -1938936.446891 + Penalty 1585.909643 = -1937350.537248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26035.180000 sec): 3 clusters
  Score: Raw -1928739.443457 + Penalty 3171.819286 = -1925567.624171
  nChanged 7776
		SP:Iteration 1F (26035.420000 sec): 3 clusters
  Score: Raw -1933016.739496 + Penalty 3171.819286 = -1929844.920210
  nChanged 986
		SP:Iteration 2F (26035.630000 sec): 3 clusters
  Score: Raw -1933438.987604 + Penalty 3171.819286 = -1930267.168318
  nChanged 962
		SP:Iteration 3F (26035.910000 sec): 3 clusters
  Score: Raw -1933888.035026 + Penalty 3171.819286 = -1930716.215740
  nChanged 983
		SP:Iteration 4F (26036.170000 sec): 3 clusters
  Score: Raw -1934394.565937 + Penalty 3171.819286 = -1931222.746651
  nChanged 1029
		SP:Iteration 5F (26036.390000 sec): 3 clusters
  Score: Raw -1934947.217507 + Penalty 3171.819286 = -1931775.398221
  nChanged 932
		SP:Iteration 6F (26036.630000 sec): 3 clusters
  Score: Raw -1935451.905535 + Penalty 3171.819286 = -1932280.086249
  nChanged 876
		SP:Iteration 7F (26036.810000 sec): 3 clusters
  Score: Raw -1935962.307005 + Penalty 3171.819286 = -1932790.487719
  nChanged 842
		SP:Iteration 8Q (26037.100000 sec): 3 clusters
  Score: Raw -1936484.755609 + Penalty 3171.819286 = -1933312.936323
  nChanged 769
		SP:Iteration 9Q (26037.330000 sec): 3 clusters
  Score: Raw -1936975.871970 + Penalty 3171.819286 = -1933804.052684
  nChanged 670
		SP:Iteration 10Q (26037.540000 sec): 3 clusters
  Score: Raw -1937430.578548 + Penalty 3171.819286 = -1934258.759262
  nChanged 605
		SP:Iteration 11Q (26037.780000 sec): 3 clusters
  Score: Raw -1937900.714300 + Penalty 3171.819286 = -1934728.895014
  nChanged 494
		SP:Iteration 12Q (26038.020000 sec): 3 clusters
  Score: Raw -1938292.685126 + Penalty 3171.819286 = -1935120.865840
  nChanged 365
		SP:Iteration 13Q (26038.270000 sec): 3 clusters
  Score: Raw -1938604.973919 + Penalty 3171.819286 = -1935433.154633
  nChanged 216
		SP:Iteration 14Q (26038.530000 sec): 3 clusters
  Score: Raw -1938787.162015 + Penalty 3171.819286 = -1935615.342729
  nChanged 126
		SP:Iteration 15Q (26038.780000 sec): 3 clusters
  Score: Raw -1938892.296698 + Penalty 3171.819286 = -1935720.477412
  nChanged 86
		SP:Iteration 16Q (26039.020000 sec): 3 clusters
  Score: Raw -1938966.306519 + Penalty 3171.819286 = -1935794.487233
  nChanged 53
		SP:Iteration 17Q (26039.270000 sec): 3 clusters
  Score: Raw -1939021.255881 + Penalty 3171.819286 = -1935849.436595
  nChanged 34
		SP:Iteration 18Q (26039.560000 sec): 3 clusters
  Score: Raw -1939055.492978 + Penalty 3171.819286 = -1935883.673692
  nChanged 21
		SP:Iteration 19Q (26039.790000 sec): 3 clusters
  Score: Raw -1939078.028055 + Penalty 3171.819286 = -1935906.208769
  nChanged 14
		SP:Iteration 20F (26040.060000 sec): 3 clusters
  Score: Raw -1939091.663576 + Penalty 3171.819286 = -1935919.844290
  nChanged 11
		SP:Iteration 21Q (26040.320000 sec): 3 clusters
  Score: Raw -1939104.246256 + Penalty 3171.819286 = -1935932.426970
  nChanged 10
		SP:Iteration 22Q (26040.550000 sec): 3 clusters
  Score: Raw -1939120.396577 + Penalty 3171.819286 = -1935948.577291
  nChanged 12
		SP:Iteration 23Q (26040.710000 sec): 3 clusters
  Score: Raw -1939134.196251 + Penalty 3171.819286 = -1935962.376965
  nChanged 9
		SP:Iteration 24Q (26040.940000 sec): 3 clusters
  Score: Raw -1939147.846233 + Penalty 3171.819286 = -1935976.026947
  nChanged 6
		SP:Iteration 25Q (26041.170000 sec): 3 clusters
  Score: Raw -1939157.521876 + Penalty 3171.819286 = -1935985.702590
  nChanged 7
		SP:Iteration 26Q (26041.440000 sec): 3 clusters
  Score: Raw -1939164.154679 + Penalty 3171.819286 = -1935992.335393
  nChanged 2
		SP:Iteration 27Q (26041.710000 sec): 3 clusters
  Score: Raw -1939165.460997 + Penalty 3171.819286 = -1935993.641711
  nChanged 0
		SP:Iteration 28F (26041.930000 sec): 3 clusters
  Score: Raw -1939165.460997 + Penalty 3171.819286 = -1935993.641711
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26042.080000 sec): 2 clusters
  Score: Raw -478339.759673 + Penalty 1363.418631 = -476976.341042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26042.220000 sec): 3 clusters
  Score: Raw -476114.144500 + Penalty 2726.837262 = -473387.307239
  nChanged 1779
		SP:Iteration 1F (26042.430000 sec): 3 clusters
  Score: Raw -477204.798366 + Penalty 2726.837262 = -474477.961104
  nChanged 379
		SP:Iteration 2F (26042.630000 sec): 3 clusters
  Score: Raw -477495.063125 + Penalty 2726.837262 = -474768.225863
  nChanged 331
		SP:Iteration 3F (26042.820000 sec): 3 clusters
  Score: Raw -477779.041148 + Penalty 2726.837262 = -475052.203886
  nChanged 297
		SP:Iteration 4F (26043.000000 sec): 3 clusters
  Score: Raw -478057.361395 + Penalty 2726.837262 = -475330.524133
  nChanged 267
		SP:Iteration 5F (26043.230000 sec): 3 clusters
  Score: Raw -478271.365748 + Penalty 2726.837262 = -475544.528487
  nChanged 227
		SP:Iteration 6F (26043.420000 sec): 3 clusters
  Score: Raw -478449.992355 + Penalty 2726.837262 = -475723.155093
  nChanged 185
		SP:Iteration 7Q (26043.580000 sec): 3 clusters
  Score: Raw -478565.760287 + Penalty 2726.837262 = -475838.923025
  nChanged 123
		SP:Iteration 8Q (26043.780000 sec): 3 clusters
  Score: Raw -478635.666420 + Penalty 2726.837262 = -475908.829158
  nChanged 83
		SP:Iteration 9Q (26043.940000 sec): 3 clusters
  Score: Raw -478672.740169 + Penalty 2726.837262 = -475945.902908
  nChanged 63
		SP:Iteration 10Q (26044.130000 sec): 3 clusters
  Score: Raw -478699.365589 + Penalty 2726.837262 = -475972.528327
  nChanged 46
		SP:Iteration 11Q (26044.300000 sec): 3 clusters
  Score: Raw -478718.337425 + Penalty 2726.837262 = -475991.500164
  nChanged 33
		SP:Iteration 12Q (26044.470000 sec): 3 clusters
  Score: Raw -478729.619984 + Penalty 2726.837262 = -476002.782723
  nChanged 26
		SP:Iteration 13Q (26044.650000 sec): 3 clusters
  Score: Raw -478736.490706 + Penalty 2726.837262 = -476009.653444
  nChanged 21
		SP:Iteration 14Q (26044.830000 sec): 3 clusters
  Score: Raw -478741.636511 + Penalty 2726.837262 = -476014.799249
  nChanged 9
		SP:Iteration 15Q (26045.000000 sec): 3 clusters
  Score: Raw -478744.464914 + Penalty 2726.837262 = -476017.627652
  nChanged 6
		SP:Iteration 16Q (26045.170000 sec): 3 clusters
  Score: Raw -478746.009614 + Penalty 2726.837262 = -476019.172352
  nChanged 5
		SP:Iteration 17Q (26045.350000 sec): 3 clusters
  Score: Raw -478747.170817 + Penalty 2726.837262 = -476020.333555
  nChanged 5
		SP:Iteration 18Q (26045.550000 sec): 3 clusters
  Score: Raw -478749.173605 + Penalty 2726.837262 = -476022.336343
  nChanged 5
		SP:Iteration 19Q (26045.720000 sec): 3 clusters
  Score: Raw -478750.282207 + Penalty 2726.837262 = -476023.444946
  nChanged 4
		SP:Iteration 20F (26045.920000 sec): 3 clusters
  Score: Raw -478751.462218 + Penalty 2726.837262 = -476024.624956
  nChanged 3
		SP:Iteration 21Q (26046.090000 sec): 3 clusters
  Score: Raw -478752.218605 + Penalty 2726.837262 = -476025.381343
  nChanged 3
		SP:Iteration 22Q (26046.290000 sec): 3 clusters
  Score: Raw -478753.009476 + Penalty 2726.837262 = -476026.172214
  nChanged 1
		SP:Iteration 23Q (26046.490000 sec): 3 clusters
  Score: Raw -478753.137926 + Penalty 2726.837262 = -476026.300664
  nChanged 0
		SP:Iteration 24F (26046.660000 sec): 3 clusters
  Score: Raw -478753.137926 + Penalty 2726.837262 = -476026.300664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26047.170000 sec): 2 clusters
  Score: Raw -10331154.775438 + Penalty 1860.385410 = -10329294.390028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26047.830000 sec): 3 clusters
  Score: Raw -10270417.755101 + Penalty 3720.770820 = -10266696.984281
  nChanged 44711
		SP:Iteration 1F (26048.510000 sec): 3 clusters
  Score: Raw -10296453.456482 + Penalty 3720.770820 = -10292732.685662
  nChanged 3433
		SP:Iteration 2Q (26049.160000 sec): 3 clusters
  Score: Raw -10297579.718650 + Penalty 3720.770820 = -10293858.947830
  nChanged 3883
		SP:Iteration 3Q (26049.770000 sec): 3 clusters
  Score: Raw -10299226.914189 + Penalty 3720.770820 = -10295506.143369
  nChanged 4851
		SP:Iteration 4F (26050.360000 sec): 3 clusters
  Score: Raw -10301927.233367 + Penalty 3720.770820 = -10298206.462546
  nChanged 6190
		SP:Iteration 5F (26050.950000 sec): 3 clusters
  Score: Raw -10306347.400432 + Penalty 3720.770820 = -10302626.629612
  nChanged 7348
		SP:Iteration 6F (26051.560000 sec): 3 clusters
  Score: Raw -10312544.346822 + Penalty 3720.770820 = -10308823.576002
  nChanged 7358
		SP:Iteration 7F (26052.200000 sec): 3 clusters
  Score: Raw -10319304.217281 + Penalty 3720.770820 = -10315583.446461
  nChanged 5923
		SP:Iteration 8F (26052.840000 sec): 3 clusters
  Score: Raw -10324768.138990 + Penalty 3720.770820 = -10321047.368170
  nChanged 3799
		SP:Iteration 9Q (26053.500000 sec): 3 clusters
  Score: Raw -10328169.131537 + Penalty 3720.770820 = -10324448.360717
  nChanged 1989
		SP:Iteration 10Q (26054.110000 sec): 3 clusters
  Score: Raw -10329889.485527 + Penalty 3720.770820 = -10326168.714706
  nChanged 953
		SP:Iteration 11Q (26054.730000 sec): 3 clusters
  Score: Raw -10330722.437940 + Penalty 3720.770820 = -10327001.667120
  nChanged 421
		SP:Iteration 12Q (26055.350000 sec): 3 clusters
  Score: Raw -10331111.914620 + Penalty 3720.770820 = -10327391.143800
  nChanged 186
		SP:Iteration 13Q (26056.020000 sec): 3 clusters
  Score: Raw -10331292.896902 + Penalty 3720.770820 = -10327572.126082
  nChanged 119
		SP:Iteration 14Q (26056.670000 sec): 3 clusters
  Score: Raw -10331415.928002 + Penalty 3720.770820 = -10327695.157182
  nChanged 79
		SP:Iteration 15Q (26057.350000 sec): 3 clusters
  Score: Raw -10331480.596208 + Penalty 3720.770820 = -10327759.825388
  nChanged 68
		SP:Iteration 16Q (26058.000000 sec): 3 clusters
  Score: Raw -10331525.118956 + Penalty 3720.770820 = -10327804.348136
  nChanged 53
		SP:Iteration 17Q (26058.660000 sec): 3 clusters
  Score: Raw -10331555.449504 + Penalty 3720.770820 = -10327834.678684
  nChanged 27
		SP:Iteration 18Q (26059.340000 sec): 3 clusters
  Score: Raw -10331574.097777 + Penalty 3720.770820 = -10327853.326957
  nChanged 30
		SP:Iteration 19Q (26060.010000 sec): 3 clusters
  Score: Raw -10331590.443880 + Penalty 3720.770820 = -10327869.673059
  nChanged 21
		SP:Iteration 20F (26060.730000 sec): 3 clusters
  Score: Raw -10331601.454251 + Penalty 3720.770820 = -10327880.683431
  nChanged 15
		SP:Iteration 21Q (26061.420000 sec): 3 clusters
  Score: Raw -10331609.697113 + Penalty 3720.770820 = -10327888.926292
  nChanged 13
		SP:Iteration 22Q (26062.080000 sec): 3 clusters
  Score: Raw -10331616.224181 + Penalty 3720.770820 = -10327895.453360
  nChanged 9
		SP:Iteration 23Q (26062.680000 sec): 3 clusters
  Score: Raw -10331620.844066 + Penalty 3720.770820 = -10327900.073246
  nChanged 10
		SP:Iteration 24Q (26063.300000 sec): 3 clusters
  Score: Raw -10331624.363701 + Penalty 3720.770820 = -10327903.592881
  nChanged 5
		SP:Iteration 25Q (26063.990000 sec): 3 clusters
  Score: Raw -10331626.356223 + Penalty 3720.770820 = -10327905.585402
  nChanged 3
		SP:Iteration 26Q (26064.640000 sec): 3 clusters
  Score: Raw -10331627.903082 + Penalty 3720.770820 = -10327907.132261
  nChanged 4
		SP:Iteration 27Q (26065.300000 sec): 3 clusters
  Score: Raw -10331629.436820 + Penalty 3720.770820 = -10327908.666000
  nChanged 3
		SP:Iteration 28Q (26065.960000 sec): 3 clusters
  Score: Raw -10331630.376225 + Penalty 3720.770820 = -10327909.605404
  nChanged 2
		SP:Iteration 29Q (26066.600000 sec): 3 clusters
  Score: Raw -10331631.142449 + Penalty 3720.770820 = -10327910.371629
  nChanged 2
		SP:Iteration 30Q (26067.230000 sec): 3 clusters
  Score: Raw -10331632.839840 + Penalty 3720.770820 = -10327912.069020
  nChanged 2
		SP:Iteration 31Q (26067.910000 sec): 3 clusters
  Score: Raw -10331633.785814 + Penalty 3720.770820 = -10327913.014994
  nChanged 2
		SP:Iteration 32Q (26068.620000 sec): 3 clusters
  Score: Raw -10331634.913854 + Penalty 3720.770820 = -10327914.143034
  nChanged 2
		SP:Iteration 33Q (26069.340000 sec): 3 clusters
  Score: Raw -10331635.856078 + Penalty 3720.770820 = -10327915.085258
  nChanged 1
		SP:Iteration 34Q (26070.010000 sec): 3 clusters
  Score: Raw -10331636.485192 + Penalty 3720.770820 = -10327915.714371
  nChanged 3
		SP:Iteration 35Q (26070.660000 sec): 3 clusters
  Score: Raw -10331637.832986 + Penalty 3720.770820 = -10327917.062165
  nChanged 2
		SP:Iteration 36Q (26071.290000 sec): 3 clusters
  Score: Raw -10331638.557227 + Penalty 3720.770820 = -10327917.786407
  nChanged 2
		SP:Iteration 37Q (26071.940000 sec): 3 clusters
  Score: Raw -10331639.319266 + Penalty 3720.770820 = -10327918.548445
  nChanged 2
		SP:Iteration 38Q (26072.610000 sec): 3 clusters
  Score: Raw -10331639.990148 + Penalty 3720.770820 = -10327919.219327
  nChanged 1
		SP:Iteration 39Q (26073.250000 sec): 3 clusters
  Score: Raw -10331640.643565 + Penalty 3720.770820 = -10327919.872745
  nChanged 1
		SP:Iteration 40F (26073.950000 sec): 3 clusters
  Score: Raw -10331641.122149 + Penalty 3720.770820 = -10327920.351329
  nChanged 1
		SP:Iteration 41Q (26074.570000 sec): 3 clusters
  Score: Raw -10331641.457247 + Penalty 3720.770820 = -10327920.686427
  nChanged 2
		SP:Iteration 42Q (26075.250000 sec): 3 clusters
  Score: Raw -10331642.265192 + Penalty 3720.770820 = -10327921.494371
  nChanged 2
		SP:Iteration 43Q (26075.850000 sec): 3 clusters
  Score: Raw -10331642.842680 + Penalty 3720.770820 = -10327922.071859
  nChanged 2
		SP:Iteration 44Q (26076.440000 sec): 3 clusters
  Score: Raw -10331644.289059 + Penalty 3720.770820 = -10327923.518238
  nChanged 4
		SP:Iteration 45Q (26077.090000 sec): 3 clusters
  Score: Raw -10331646.356988 + Penalty 3720.770820 = -10327925.586168
  nChanged 2
		SP:Iteration 46Q (26077.750000 sec): 3 clusters
  Score: Raw -10331647.042119 + Penalty 3720.770820 = -10327926.271299
  nChanged 0
		SP:Iteration 47F (26078.470000 sec): 3 clusters
  Score: Raw -10331647.042119 + Penalty 3720.770820 = -10327926.271299
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26078.650000 sec): 2 clusters
  Score: Raw -596316.163545 + Penalty 1399.679458 = -594916.484087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26078.860000 sec): 3 clusters
  Score: Raw -593454.595057 + Penalty 2799.358916 = -590655.236141
  nChanged 2229
		SP:Iteration 1F (26079.030000 sec): 3 clusters
  Score: Raw -594688.289157 + Penalty 2799.358916 = -591888.930241
  nChanged 395
		SP:Iteration 2F (26079.250000 sec): 3 clusters
  Score: Raw -594906.220334 + Penalty 2799.358916 = -592106.861418
  nChanged 280
		SP:Iteration 3F (26079.440000 sec): 3 clusters
  Score: Raw -595051.420332 + Penalty 2799.358916 = -592252.061416
  nChanged 252
		SP:Iteration 4Q (26079.620000 sec): 3 clusters
  Score: Raw -595179.386311 + Penalty 2799.358916 = -592380.027395
  nChanged 221
		SP:Iteration 5Q (26079.770000 sec): 3 clusters
  Score: Raw -595288.907473 + Penalty 2799.358916 = -592489.548557
  nChanged 194
		SP:Iteration 6Q (26079.950000 sec): 3 clusters
  Score: Raw -595383.535503 + Penalty 2799.358916 = -592584.176587
  nChanged 186
		SP:Iteration 7Q (26080.150000 sec): 3 clusters
  Score: Raw -595487.296188 + Penalty 2799.358916 = -592687.937272
  nChanged 187
		SP:Iteration 8Q (26080.390000 sec): 3 clusters
  Score: Raw -595577.918707 + Penalty 2799.358916 = -592778.559791
  nChanged 171
		SP:Iteration 9Q (26080.600000 sec): 3 clusters
  Score: Raw -595662.655798 + Penalty 2799.358916 = -592863.296882
  nChanged 138
		SP:Iteration 10Q (26080.780000 sec): 3 clusters
  Score: Raw -595728.716289 + Penalty 2799.358916 = -592929.357373
  nChanged 156
		SP:Iteration 11Q (26080.980000 sec): 3 clusters
  Score: Raw -595806.652417 + Penalty 2799.358916 = -593007.293501
  nChanged 150
		SP:Iteration 12Q (26081.140000 sec): 3 clusters
  Score: Raw -595880.919128 + Penalty 2799.358916 = -593081.560212
  nChanged 144
		SP:Iteration 13Q (26081.350000 sec): 3 clusters
  Score: Raw -595954.473918 + Penalty 2799.358916 = -593155.115002
  nChanged 133
		SP:Iteration 14Q (26081.520000 sec): 3 clusters
  Score: Raw -596020.711689 + Penalty 2799.358916 = -593221.352773
  nChanged 132
		SP:Iteration 15Q (26081.760000 sec): 3 clusters
  Score: Raw -596089.478278 + Penalty 2799.358916 = -593290.119362
  nChanged 123
		SP:Iteration 16Q (26081.960000 sec): 3 clusters
  Score: Raw -596166.336563 + Penalty 2799.358916 = -593366.977647
  nChanged 122
		SP:Iteration 17Q (26082.170000 sec): 3 clusters
  Score: Raw -596246.931269 + Penalty 2799.358916 = -593447.572353
  nChanged 115
		SP:Iteration 18Q (26082.360000 sec): 3 clusters
  Score: Raw -596317.445468 + Penalty 2799.358916 = -593518.086552
  nChanged 78
		SP:Iteration 19Q (26082.540000 sec): 3 clusters
  Score: Raw -596371.907677 + Penalty 2799.358916 = -593572.548761
  nChanged 77
		SP:Iteration 20F (26082.740000 sec): 3 clusters
  Score: Raw -596420.609309 + Penalty 2799.358916 = -593621.250393
  nChanged 84
		SP:Iteration 21Q (26082.920000 sec): 3 clusters
  Score: Raw -596477.812253 + Penalty 2799.358916 = -593678.453337
  nChanged 73
		SP:Iteration 22Q (26083.140000 sec): 3 clusters
  Score: Raw -596523.259142 + Penalty 2799.358916 = -593723.900226
  nChanged 63
		SP:Iteration 23Q (26083.300000 sec): 3 clusters
  Score: Raw -596571.718181 + Penalty 2799.358916 = -593772.359265
  nChanged 59
		SP:Iteration 24Q (26083.480000 sec): 3 clusters
  Score: Raw -596616.576690 + Penalty 2799.358916 = -593817.217774
  nChanged 55
		SP:Iteration 25Q (26083.700000 sec): 3 clusters
  Score: Raw -596652.860908 + Penalty 2799.358916 = -593853.501992
  nChanged 39
		SP:Iteration 26Q (26083.900000 sec): 3 clusters
  Score: Raw -596673.117841 + Penalty 2799.358916 = -593873.758925
  nChanged 38
		SP:Iteration 27Q (26084.100000 sec): 3 clusters
  Score: Raw -596689.924064 + Penalty 2799.358916 = -593890.565148
  nChanged 30
		SP:Iteration 28Q (26084.330000 sec): 3 clusters
  Score: Raw -596705.795729 + Penalty 2799.358916 = -593906.436813
  nChanged 25
		SP:Iteration 29Q (26084.510000 sec): 3 clusters
  Score: Raw -596717.176416 + Penalty 2799.358916 = -593917.817500
  nChanged 22
		SP:Iteration 30Q (26084.660000 sec): 3 clusters
  Score: Raw -596725.709965 + Penalty 2799.358916 = -593926.351049
  nChanged 16
		SP:Iteration 31Q (26084.820000 sec): 3 clusters
  Score: Raw -596733.015298 + Penalty 2799.358916 = -593933.656382
  nChanged 22
		SP:Iteration 32Q (26085.020000 sec): 3 clusters
  Score: Raw -596740.181028 + Penalty 2799.358916 = -593940.822112
  nChanged 16
		SP:Iteration 33Q (26085.220000 sec): 3 clusters
  Score: Raw -596745.699262 + Penalty 2799.358916 = -593946.340346
  nChanged 17
		SP:Iteration 34Q (26085.420000 sec): 3 clusters
  Score: Raw -596754.358813 + Penalty 2799.358916 = -593954.999897
  nChanged 25
		SP:Iteration 35Q (26085.590000 sec): 3 clusters
  Score: Raw -596764.272279 + Penalty 2799.358916 = -593964.913363
  nChanged 13
		SP:Iteration 36Q (26085.800000 sec): 3 clusters
  Score: Raw -596768.560322 + Penalty 2799.358916 = -593969.201406
  nChanged 3
		SP:Iteration 37Q (26086.030000 sec): 3 clusters
  Score: Raw -596769.160397 + Penalty 2799.358916 = -593969.801481
  nChanged 2
		SP:Iteration 38Q (26086.190000 sec): 3 clusters
  Score: Raw -596769.704654 + Penalty 2799.358916 = -593970.345738
  nChanged 2
		SP:Iteration 39Q (26086.400000 sec): 3 clusters
  Score: Raw -596770.265810 + Penalty 2799.358916 = -593970.906894
  nChanged 3
		SP:Iteration 40F (26086.570000 sec): 3 clusters
  Score: Raw -596771.421468 + Penalty 2799.358916 = -593972.062552
  nChanged 4
		SP:Iteration 41Q (26086.740000 sec): 3 clusters
  Score: Raw -596773.399430 + Penalty 2799.358916 = -593974.040514
  nChanged 6
		SP:Iteration 42Q (26086.960000 sec): 3 clusters
  Score: Raw -596776.146810 + Penalty 2799.358916 = -593976.787894
  nChanged 4
		SP:Iteration 43Q (26087.110000 sec): 3 clusters
  Score: Raw -596776.957743 + Penalty 2799.358916 = -593977.598827
  nChanged 3
		SP:Iteration 44Q (26087.280000 sec): 3 clusters
  Score: Raw -596778.716968 + Penalty 2799.358916 = -593979.358052
  nChanged 10
		SP:Iteration 45Q (26087.480000 sec): 3 clusters
  Score: Raw -596783.477249 + Penalty 2799.358916 = -593984.118333
  nChanged 9
		SP:Iteration 46Q (26087.690000 sec): 3 clusters
  Score: Raw -596787.433004 + Penalty 2799.358916 = -593988.074088
  nChanged 8
		SP:Iteration 47Q (26087.850000 sec): 3 clusters
  Score: Raw -596791.814180 + Penalty 2799.358916 = -593992.455264
  nChanged 14
		SP:Iteration 48Q (26088.060000 sec): 3 clusters
  Score: Raw -596800.964030 + Penalty 2799.358916 = -594001.605114
  nChanged 19
		SP:Iteration 49Q (26088.270000 sec): 3 clusters
  Score: Raw -596812.617168 + Penalty 2799.358916 = -594013.258252
  nChanged 24
		SP:Iteration 50Q (26088.480000 sec): 3 clusters
  Score: Raw -596823.855794 + Penalty 2799.358916 = -594024.496878
  nChanged 22
		SP:Iteration 51Q (26088.640000 sec): 3 clusters
  Score: Raw -596833.619437 + Penalty 2799.358916 = -594034.260521
  nChanged 14
		SP:Iteration 52Q (26088.790000 sec): 3 clusters
  Score: Raw -596840.856711 + Penalty 2799.358916 = -594041.497795
  nChanged 10
		SP:Iteration 53Q (26088.990000 sec): 3 clusters
  Score: Raw -596844.499801 + Penalty 2799.358916 = -594045.140885
  nChanged 11
		SP:Iteration 54Q (26089.170000 sec): 3 clusters
  Score: Raw -596847.366530 + Penalty 2799.358916 = -594048.007614
  nChanged 9
		SP:Iteration 55Q (26089.400000 sec): 3 clusters
  Score: Raw -596849.682176 + Penalty 2799.358916 = -594050.323260
  nChanged 8
		SP:Iteration 56Q (26089.560000 sec): 3 clusters
  Score: Raw -596852.127244 + Penalty 2799.358916 = -594052.768328
  nChanged 6
		SP:Iteration 57Q (26089.760000 sec): 3 clusters
  Score: Raw -596853.391973 + Penalty 2799.358916 = -594054.033057
  nChanged 4
		SP:Iteration 58Q (26089.970000 sec): 3 clusters
  Score: Raw -596854.891588 + Penalty 2799.358916 = -594055.532672
  nChanged 2
		SP:Iteration 59Q (26090.150000 sec): 3 clusters
  Score: Raw -596855.230367 + Penalty 2799.358916 = -594055.871451
  nChanged 2
		SP:Iteration 60F (26090.300000 sec): 3 clusters
  Score: Raw -596855.995903 + Penalty 2799.358916 = -594056.636987
  nChanged 1
		SP:Iteration 61Q (26090.500000 sec): 3 clusters
  Score: Raw -596856.394412 + Penalty 2799.358916 = -594057.035496
  nChanged 2
		SP:Iteration 62Q (26090.700000 sec): 3 clusters
  Score: Raw -596857.061716 + Penalty 2799.358916 = -594057.702800
  nChanged 4
		SP:Iteration 63Q (26090.880000 sec): 3 clusters
  Score: Raw -596858.470661 + Penalty 2799.358916 = -594059.111745
  nChanged 6
		SP:Iteration 64Q (26091.060000 sec): 3 clusters
  Score: Raw -596859.671532 + Penalty 2799.358916 = -594060.312616
  nChanged 5
		SP:Iteration 65Q (26091.260000 sec): 3 clusters
  Score: Raw -596860.849578 + Penalty 2799.358916 = -594061.490662
  nChanged 4
		SP:Iteration 66Q (26091.490000 sec): 3 clusters
  Score: Raw -596862.787574 + Penalty 2799.358916 = -594063.428658
  nChanged 8
		SP:Iteration 67Q (26091.680000 sec): 3 clusters
  Score: Raw -596865.811964 + Penalty 2799.358916 = -594066.453048
  nChanged 10
		SP:Iteration 68Q (26091.870000 sec): 3 clusters
  Score: Raw -596872.865441 + Penalty 2799.358916 = -594073.506525
  nChanged 14
		SP:Iteration 69Q (26092.080000 sec): 3 clusters
  Score: Raw -596880.138214 + Penalty 2799.358916 = -594080.779298
  nChanged 15
		SP:Iteration 70Q (26092.260000 sec): 3 clusters
  Score: Raw -596885.864548 + Penalty 2799.358916 = -594086.505632
  nChanged 14
		SP:Iteration 71Q (26092.420000 sec): 3 clusters
  Score: Raw -596890.999943 + Penalty 2799.358916 = -594091.641027
  nChanged 16
		SP:Iteration 72Q (26092.610000 sec): 3 clusters
  Score: Raw -596896.386731 + Penalty 2799.358916 = -594097.027815
  nChanged 10
		SP:Iteration 73Q (26092.840000 sec): 3 clusters
  Score: Raw -596901.094509 + Penalty 2799.358916 = -594101.735593
  nChanged 9
		SP:Iteration 74Q (26093.040000 sec): 3 clusters
  Score: Raw -596904.309008 + Penalty 2799.358916 = -594104.950092
  nChanged 7
		SP:Iteration 75Q (26093.220000 sec): 3 clusters
  Score: Raw -596907.286629 + Penalty 2799.358916 = -594107.927713
  nChanged 12
		SP:Iteration 76Q (26093.420000 sec): 3 clusters
  Score: Raw -596912.316639 + Penalty 2799.358916 = -594112.957723
  nChanged 16
		SP:Iteration 77Q (26093.580000 sec): 3 clusters
  Score: Raw -596923.250040 + Penalty 2799.358916 = -594123.891124
  nChanged 19
		SP:Iteration 78Q (26093.780000 sec): 3 clusters
  Score: Raw -596932.398702 + Penalty 2799.358916 = -594133.039786
  nChanged 20
		SP:Iteration 79Q (26093.980000 sec): 3 clusters
  Score: Raw -596939.970020 + Penalty 2799.358916 = -594140.611104
  nChanged 19
		SP:Iteration 80F (26094.130000 sec): 3 clusters
  Score: Raw -596945.643281 + Penalty 2799.358916 = -594146.284365
  nChanged 11
		SP:Iteration 81Q (26094.310000 sec): 3 clusters
  Score: Raw -596949.031153 + Penalty 2799.358916 = -594149.672237
  nChanged 9
		SP:Iteration 82Q (26094.480000 sec): 3 clusters
  Score: Raw -596952.165164 + Penalty 2799.358916 = -594152.806248
  nChanged 8
		SP:Iteration 83Q (26094.660000 sec): 3 clusters
  Score: Raw -596955.637861 + Penalty 2799.358916 = -594156.278945
  nChanged 9
		SP:Iteration 84Q (26094.880000 sec): 3 clusters
  Score: Raw -596960.096311 + Penalty 2799.358916 = -594160.737395
  nChanged 13
		SP:Iteration 85Q (26095.100000 sec): 3 clusters
  Score: Raw -596964.967427 + Penalty 2799.358916 = -594165.608511
  nChanged 11
		SP:Iteration 86Q (26095.260000 sec): 3 clusters
  Score: Raw -596968.692620 + Penalty 2799.358916 = -594169.333704
  nChanged 11
		SP:Iteration 87Q (26095.470000 sec): 3 clusters
  Score: Raw -596971.372682 + Penalty 2799.358916 = -594172.013766
  nChanged 12
		SP:Iteration 88Q (26095.650000 sec): 3 clusters
  Score: Raw -596974.510692 + Penalty 2799.358916 = -594175.151777
  nChanged 9
		SP:Iteration 89Q (26095.820000 sec): 3 clusters
  Score: Raw -596979.373175 + Penalty 2799.358916 = -594180.014259
  nChanged 17
		SP:Iteration 90Q (26096.020000 sec): 3 clusters
  Score: Raw -596987.201637 + Penalty 2799.358916 = -594187.842721
  nChanged 23
		SP:Iteration 91Q (26096.210000 sec): 3 clusters
  Score: Raw -597000.191341 + Penalty 2799.358916 = -594200.832425
  nChanged 27
		SP:Iteration 92Q (26096.370000 sec): 3 clusters
  Score: Raw -597016.264082 + Penalty 2799.358916 = -594216.905166
  nChanged 25
		SP:Iteration 93Q (26096.560000 sec): 3 clusters
  Score: Raw -597028.655844 + Penalty 2799.358916 = -594229.296928
  nChanged 31
		SP:Iteration 94Q (26096.730000 sec): 3 clusters
  Score: Raw -597044.995961 + Penalty 2799.358916 = -594245.637045
  nChanged 20
		SP:Iteration 95Q (26096.890000 sec): 3 clusters
  Score: Raw -597056.846214 + Penalty 2799.358916 = -594257.487298
  nChanged 26
		SP:Iteration 96Q (26097.070000 sec): 3 clusters
  Score: Raw -597074.630883 + Penalty 2799.358916 = -594275.271967
  nChanged 32
		SP:Iteration 97Q (26097.270000 sec): 3 clusters
  Score: Raw -597088.708200 + Penalty 2799.358916 = -594289.349284
  nChanged 27
		SP:Iteration 98Q (26097.460000 sec): 3 clusters
  Score: Raw -597102.662790 + Penalty 2799.358916 = -594303.303874
  nChanged 27
		SP:Iteration 99Q (26097.640000 sec): 3 clusters
  Score: Raw -597112.910606 + Penalty 2799.358916 = -594313.551690
  nChanged 22
		SP:Iteration 100F (26097.810000 sec): 3 clusters
  Score: Raw -597122.027374 + Penalty 2799.358916 = -594322.668458
  nChanged 24
		SP:Iteration 101Q (26098.000000 sec): 3 clusters
  Score: Raw -597130.584120 + Penalty 2799.358916 = -594331.225204
  nChanged 16
		SP:Iteration 102Q (26098.150000 sec): 3 clusters
  Score: Raw -597138.401571 + Penalty 2799.358916 = -594339.042655
  nChanged 21
		SP:Iteration 103Q (26098.350000 sec): 3 clusters
  Score: Raw -597148.342910 + Penalty 2799.358916 = -594348.983994
  nChanged 18
		SP:Iteration 104Q (26098.510000 sec): 3 clusters
  Score: Raw -597154.621321 + Penalty 2799.358916 = -594355.262405
  nChanged 15
		SP:Iteration 105Q (26098.690000 sec): 3 clusters
  Score: Raw -597161.387548 + Penalty 2799.358916 = -594362.028632
  nChanged 13
		SP:Iteration 106Q (26098.900000 sec): 3 clusters
  Score: Raw -597166.074162 + Penalty 2799.358916 = -594366.715247
  nChanged 15
		SP:Iteration 107Q (26099.090000 sec): 3 clusters
  Score: Raw -597171.746366 + Penalty 2799.358916 = -594372.387450
  nChanged 17
		SP:Iteration 108Q (26099.260000 sec): 3 clusters
  Score: Raw -597177.344176 + Penalty 2799.358916 = -594377.985260
  nChanged 15
		SP:Iteration 109Q (26099.480000 sec): 3 clusters
  Score: Raw -597181.837191 + Penalty 2799.358916 = -594382.478276
  nChanged 10
		SP:Iteration 110Q (26099.650000 sec): 3 clusters
  Score: Raw -597185.474532 + Penalty 2799.358916 = -594386.115616
  nChanged 8
		SP:Iteration 111Q (26099.850000 sec): 3 clusters
  Score: Raw -597188.476794 + Penalty 2799.358916 = -594389.117878
  nChanged 5
		SP:Iteration 112Q (26100.040000 sec): 3 clusters
  Score: Raw -597190.054739 + Penalty 2799.358916 = -594390.695823
  nChanged 8
		SP:Iteration 113Q (26100.220000 sec): 3 clusters
  Score: Raw -597192.588908 + Penalty 2799.358916 = -594393.229992
  nChanged 5
		SP:Iteration 114Q (26100.380000 sec): 3 clusters
  Score: Raw -597193.421261 + Penalty 2799.358916 = -594394.062345
  nChanged 1
		SP:Iteration 115Q (26100.590000 sec): 3 clusters
  Score: Raw -597193.502883 + Penalty 2799.358916 = -594394.143967
  nChanged 1
		SP:Iteration 116Q (26100.770000 sec): 3 clusters
  Score: Raw -597193.716411 + Penalty 2799.358916 = -594394.357495
  nChanged 0
		SP:Iteration 117F (26100.980000 sec): 3 clusters
  Score: Raw -597193.716411 + Penalty 2799.358916 = -594394.357495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26101.220000 sec): 2 clusters
  Score: Raw -1986835.329434 + Penalty 1593.427766 = -1985241.901668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26101.510000 sec): 3 clusters
  Score: Raw -1975961.234881 + Penalty 3186.855532 = -1972774.379349
  nChanged 8226
		SP:Iteration 1F (26101.750000 sec): 3 clusters
  Score: Raw -1980654.822809 + Penalty 3186.855532 = -1977467.967277
  nChanged 1002
		SP:Iteration 2F (26102.040000 sec): 3 clusters
  Score: Raw -1981079.891669 + Penalty 3186.855532 = -1977893.036137
  nChanged 923
		SP:Iteration 3F (26102.340000 sec): 3 clusters
  Score: Raw -1981486.234412 + Penalty 3186.855532 = -1978299.378879
  nChanged 826
		SP:Iteration 4Q (26102.660000 sec): 3 clusters
  Score: Raw -1981877.503737 + Penalty 3186.855532 = -1978690.648205
  nChanged 810
		SP:Iteration 5Q (26102.940000 sec): 3 clusters
  Score: Raw -1982308.312269 + Penalty 3186.855532 = -1979121.456736
  nChanged 839
		SP:Iteration 6Q (26103.190000 sec): 3 clusters
  Score: Raw -1982837.542956 + Penalty 3186.855532 = -1979650.687424
  nChanged 921
		SP:Iteration 7F (26103.440000 sec): 3 clusters
  Score: Raw -1983530.247831 + Penalty 3186.855532 = -1980343.392299
  nChanged 965
		SP:Iteration 8F (26103.750000 sec): 3 clusters
  Score: Raw -1984295.290252 + Penalty 3186.855532 = -1981108.434720
  nChanged 861
		SP:Iteration 9Q (26104.010000 sec): 3 clusters
  Score: Raw -1984995.218061 + Penalty 3186.855532 = -1981808.362529
  nChanged 717
		SP:Iteration 10Q (26104.300000 sec): 3 clusters
  Score: Raw -1985560.397346 + Penalty 3186.855532 = -1982373.541814
  nChanged 543
		SP:Iteration 11Q (26104.580000 sec): 3 clusters
  Score: Raw -1985956.830260 + Penalty 3186.855532 = -1982769.974728
  nChanged 411
		SP:Iteration 12Q (26104.860000 sec): 3 clusters
  Score: Raw -1986269.399983 + Penalty 3186.855532 = -1983082.544451
  nChanged 316
		SP:Iteration 13Q (26105.150000 sec): 3 clusters
  Score: Raw -1986511.177659 + Penalty 3186.855532 = -1983324.322127
  nChanged 229
		SP:Iteration 14Q (26105.420000 sec): 3 clusters
  Score: Raw -1986694.391371 + Penalty 3186.855532 = -1983507.535839
  nChanged 166
		SP:Iteration 15Q (26105.630000 sec): 3 clusters
  Score: Raw -1986829.550692 + Penalty 3186.855532 = -1983642.695160
  nChanged 137
		SP:Iteration 16Q (26105.900000 sec): 3 clusters
  Score: Raw -1986941.179575 + Penalty 3186.855532 = -1983754.324043
  nChanged 110
		SP:Iteration 17Q (26106.170000 sec): 3 clusters
  Score: Raw -1987031.079323 + Penalty 3186.855532 = -1983844.223791
  nChanged 75
		SP:Iteration 18Q (26106.450000 sec): 3 clusters
  Score: Raw -1987086.241724 + Penalty 3186.855532 = -1983899.386192
  nChanged 55
		SP:Iteration 19Q (26106.680000 sec): 3 clusters
  Score: Raw -1987124.902512 + Penalty 3186.855532 = -1983938.046980
  nChanged 43
		SP:Iteration 20F (26107.000000 sec): 3 clusters
  Score: Raw -1987155.935678 + Penalty 3186.855532 = -1983969.080146
  nChanged 37
		SP:Iteration 21Q (26107.240000 sec): 3 clusters
  Score: Raw -1987183.188171 + Penalty 3186.855532 = -1983996.332639
  nChanged 23
		SP:Iteration 22Q (26107.490000 sec): 3 clusters
  Score: Raw -1987201.537688 + Penalty 3186.855532 = -1984014.682156
  nChanged 21
		SP:Iteration 23Q (26107.750000 sec): 3 clusters
  Score: Raw -1987216.042321 + Penalty 3186.855532 = -1984029.186789
  nChanged 19
		SP:Iteration 24Q (26108.040000 sec): 3 clusters
  Score: Raw -1987229.297693 + Penalty 3186.855532 = -1984042.442161
  nChanged 17
		SP:Iteration 25Q (26108.230000 sec): 3 clusters
  Score: Raw -1987238.548058 + Penalty 3186.855532 = -1984051.692526
  nChanged 17
		SP:Iteration 26Q (26108.530000 sec): 3 clusters
  Score: Raw -1987252.644794 + Penalty 3186.855532 = -1984065.789262
  nChanged 22
		SP:Iteration 27Q (26108.780000 sec): 3 clusters
  Score: Raw -1987269.295638 + Penalty 3186.855532 = -1984082.440105
  nChanged 16
		SP:Iteration 28Q (26109.050000 sec): 3 clusters
  Score: Raw -1987283.327405 + Penalty 3186.855532 = -1984096.471872
  nChanged 18
		SP:Iteration 29Q (26109.290000 sec): 3 clusters
  Score: Raw -1987295.243592 + Penalty 3186.855532 = -1984108.388060
  nChanged 11
		SP:Iteration 30Q (26109.580000 sec): 3 clusters
  Score: Raw -1987301.266160 + Penalty 3186.855532 = -1984114.410628
  nChanged 8
		SP:Iteration 31Q (26109.810000 sec): 3 clusters
  Score: Raw -1987305.551691 + Penalty 3186.855532 = -1984118.696159
  nChanged 6
		SP:Iteration 32Q (26110.050000 sec): 3 clusters
  Score: Raw -1987307.970491 + Penalty 3186.855532 = -1984121.114959
  nChanged 2
		SP:Iteration 33Q (26110.280000 sec): 3 clusters
  Score: Raw -1987309.000158 + Penalty 3186.855532 = -1984122.144626
  nChanged 3
		SP:Iteration 34Q (26110.550000 sec): 3 clusters
  Score: Raw -1987311.723119 + Penalty 3186.855532 = -1984124.867587
  nChanged 3
		SP:Iteration 35Q (26110.800000 sec): 3 clusters
  Score: Raw -1987312.807573 + Penalty 3186.855532 = -1984125.952041
  nChanged 1
		SP:Iteration 36Q (26111.070000 sec): 3 clusters
  Score: Raw -1987312.920042 + Penalty 3186.855532 = -1984126.064510
  nChanged 0
		SP:Iteration 37F (26111.330000 sec): 3 clusters
  Score: Raw -1987312.920042 + Penalty 3186.855532 = -1984126.064510
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26111.440000 sec): 2 clusters
  Score: Raw -200686.338683 + Penalty 1246.823158 = -199439.515525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26111.600000 sec): 3 clusters
  Score: Raw -199782.234274 + Penalty 2493.646316 = -197288.587958
  nChanged 787
		SP:Iteration 1F (26111.780000 sec): 3 clusters
  Score: Raw -200423.273474 + Penalty 2493.646316 = -197929.627158
  nChanged 197
		SP:Iteration 2F (26111.950000 sec): 3 clusters
  Score: Raw -200627.174682 + Penalty 2493.646316 = -198133.528365
  nChanged 125
		SP:Iteration 3F (26112.150000 sec): 3 clusters
  Score: Raw -200764.685068 + Penalty 2493.646316 = -198271.038751
  nChanged 96
		SP:Iteration 4Q (26112.330000 sec): 3 clusters
  Score: Raw -200856.112390 + Penalty 2493.646316 = -198362.466074
  nChanged 84
		SP:Iteration 5Q (26112.480000 sec): 3 clusters
  Score: Raw -200937.393111 + Penalty 2493.646316 = -198443.746794
  nChanged 73
		SP:Iteration 6Q (26112.660000 sec): 3 clusters
  Score: Raw -200998.161733 + Penalty 2493.646316 = -198504.515416
  nChanged 59
		SP:Iteration 7Q (26112.850000 sec): 3 clusters
  Score: Raw -201043.785113 + Penalty 2493.646316 = -198550.138796
  nChanged 41
		SP:Iteration 8Q (26113.020000 sec): 3 clusters
  Score: Raw -201070.568353 + Penalty 2493.646316 = -198576.922037
  nChanged 35
		SP:Iteration 9Q (26113.180000 sec): 3 clusters
  Score: Raw -201092.541437 + Penalty 2493.646316 = -198598.895120
  nChanged 36
		SP:Iteration 10Q (26113.360000 sec): 3 clusters
  Score: Raw -201117.193406 + Penalty 2493.646316 = -198623.547090
  nChanged 33
		SP:Iteration 11Q (26113.520000 sec): 3 clusters
  Score: Raw -201135.965002 + Penalty 2493.646316 = -198642.318686
  nChanged 22
		SP:Iteration 12Q (26113.720000 sec): 3 clusters
  Score: Raw -201148.315287 + Penalty 2493.646316 = -198654.668970
  nChanged 22
		SP:Iteration 13Q (26113.900000 sec): 3 clusters
  Score: Raw -201163.757259 + Penalty 2493.646316 = -198670.110943
  nChanged 22
		SP:Iteration 14Q (26114.080000 sec): 3 clusters
  Score: Raw -201172.479014 + Penalty 2493.646316 = -198678.832698
  nChanged 10
		SP:Iteration 15Q (26114.280000 sec): 3 clusters
  Score: Raw -201179.580163 + Penalty 2493.646316 = -198685.933846
  nChanged 15
		SP:Iteration 16Q (26114.420000 sec): 3 clusters
  Score: Raw -201190.374145 + Penalty 2493.646316 = -198696.727829
  nChanged 14
		SP:Iteration 17Q (26114.640000 sec): 3 clusters
  Score: Raw -201202.349325 + Penalty 2493.646316 = -198708.703008
  nChanged 15
		SP:Iteration 18Q (26114.790000 sec): 3 clusters
  Score: Raw -201212.377332 + Penalty 2493.646316 = -198718.731015
  nChanged 23
		SP:Iteration 19Q (26114.960000 sec): 3 clusters
  Score: Raw -201226.358276 + Penalty 2493.646316 = -198732.711960
  nChanged 27
		SP:Iteration 20F (26115.120000 sec): 3 clusters
  Score: Raw -201243.120895 + Penalty 2493.646316 = -198749.474579
  nChanged 25
		SP:Iteration 21Q (26115.230000 sec): 3 clusters
  Score: Raw -201261.949888 + Penalty 2493.646316 = -198768.303571
  nChanged 19
		SP:Iteration 22Q (26115.390000 sec): 3 clusters
  Score: Raw -201273.315914 + Penalty 2493.646316 = -198779.669597
  nChanged 22
		SP:Iteration 23Q (26115.600000 sec): 3 clusters
  Score: Raw -201289.771770 + Penalty 2493.646316 = -198796.125453
  nChanged 25
		SP:Iteration 24Q (26115.800000 sec): 3 clusters
  Score: Raw -201307.733732 + Penalty 2493.646316 = -198814.087415
  nChanged 23
		SP:Iteration 25Q (26115.960000 sec): 3 clusters
  Score: Raw -201326.088052 + Penalty 2493.646316 = -198832.441736
  nChanged 20
		SP:Iteration 26Q (26116.130000 sec): 3 clusters
  Score: Raw -201339.915309 + Penalty 2493.646316 = -198846.268993
  nChanged 16
		SP:Iteration 27Q (26116.330000 sec): 3 clusters
  Score: Raw -201348.739129 + Penalty 2493.646316 = -198855.092813
  nChanged 12
		SP:Iteration 28Q (26116.490000 sec): 3 clusters
  Score: Raw -201355.471500 + Penalty 2493.646316 = -198861.825183
  nChanged 12
		SP:Iteration 29Q (26116.660000 sec): 3 clusters
  Score: Raw -201360.392641 + Penalty 2493.646316 = -198866.746324
  nChanged 9
		SP:Iteration 30Q (26116.820000 sec): 3 clusters
  Score: Raw -201364.051365 + Penalty 2493.646316 = -198870.405049
  nChanged 8
		SP:Iteration 31Q (26117.010000 sec): 3 clusters
  Score: Raw -201367.403110 + Penalty 2493.646316 = -198873.756794
  nChanged 4
		SP:Iteration 32Q (26117.190000 sec): 3 clusters
  Score: Raw -201368.526404 + Penalty 2493.646316 = -198874.880087
  nChanged 3
		SP:Iteration 33Q (26117.380000 sec): 3 clusters
  Score: Raw -201369.259254 + Penalty 2493.646316 = -198875.612938
  nChanged 2
		SP:Iteration 34Q (26117.560000 sec): 3 clusters
  Score: Raw -201369.825752 + Penalty 2493.646316 = -198876.179436
  nChanged 3
		SP:Iteration 35Q (26117.720000 sec): 3 clusters
  Score: Raw -201371.688944 + Penalty 2493.646316 = -198878.042628
  nChanged 4
		SP:Iteration 36Q (26117.870000 sec): 3 clusters
  Score: Raw -201374.730623 + Penalty 2493.646316 = -198881.084307
  nChanged 3
		SP:Iteration 37Q (26118.030000 sec): 3 clusters
  Score: Raw -201376.514364 + Penalty 2493.646316 = -198882.868047
  nChanged 4
		SP:Iteration 38Q (26118.220000 sec): 3 clusters
  Score: Raw -201378.175521 + Penalty 2493.646316 = -198884.529204
  nChanged 5
		SP:Iteration 39Q (26118.360000 sec): 3 clusters
  Score: Raw -201380.294675 + Penalty 2493.646316 = -198886.648359
  nChanged 3
		SP:Iteration 40F (26118.550000 sec): 3 clusters
  Score: Raw -201381.351565 + Penalty 2493.646316 = -198887.705249
  nChanged 4
		SP:Iteration 41Q (26118.710000 sec): 3 clusters
  Score: Raw -201384.129760 + Penalty 2493.646316 = -198890.483443
  nChanged 6
		SP:Iteration 42Q (26118.900000 sec): 3 clusters
  Score: Raw -201388.055829 + Penalty 2493.646316 = -198894.409512
  nChanged 7
		SP:Iteration 43Q (26119.060000 sec): 3 clusters
  Score: Raw -201393.617986 + Penalty 2493.646316 = -198899.971670
  nChanged 10
		SP:Iteration 44Q (26119.280000 sec): 3 clusters
  Score: Raw -201397.420036 + Penalty 2493.646316 = -198903.773720
  nChanged 6
		SP:Iteration 45Q (26119.460000 sec): 3 clusters
  Score: Raw -201399.603852 + Penalty 2493.646316 = -198905.957536
  nChanged 4
		SP:Iteration 46Q (26119.650000 sec): 3 clusters
  Score: Raw -201401.741268 + Penalty 2493.646316 = -198908.094952
  nChanged 1
		SP:Iteration 47Q (26119.780000 sec): 3 clusters
  Score: Raw -201402.067000 + Penalty 2493.646316 = -198908.420684
  nChanged 2
		SP:Iteration 48Q (26119.980000 sec): 3 clusters
  Score: Raw -201402.355137 + Penalty 2493.646316 = -198908.708821
  nChanged 1
		SP:Iteration 49Q (26120.130000 sec): 3 clusters
  Score: Raw -201402.909871 + Penalty 2493.646316 = -198909.263555
  nChanged 5
		SP:Iteration 50Q (26120.280000 sec): 3 clusters
  Score: Raw -201405.525625 + Penalty 2493.646316 = -198911.879309
  nChanged 2
		SP:Iteration 51Q (26120.460000 sec): 3 clusters
  Score: Raw -201406.204645 + Penalty 2493.646316 = -198912.558329
  nChanged 1
		SP:Iteration 52Q (26120.640000 sec): 3 clusters
  Score: Raw -201406.355326 + Penalty 2493.646316 = -198912.709010
  nChanged 0
		SP:Iteration 53F (26120.840000 sec): 3 clusters
  Score: Raw -201406.355326 + Penalty 2493.646316 = -198912.709010
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (80 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26120.920000 sec): 2 clusters
  Score: Raw -6959.782328 + Penalty 712.079328 = -6247.703000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26121.090000 sec): 3 clusters
  Score: Raw -7211.793288 + Penalty 1424.158656 = -5787.634632
  nChanged 2
		SP:Iteration 1Q (26121.230000 sec): 3 clusters
  Score: Raw -7222.900063 + Penalty 1424.158656 = -5798.741407
  nChanged 0
		SP:Iteration 2F (26121.430000 sec): 3 clusters
  Score: Raw -7222.900063 + Penalty 1424.158656 = -5798.741407
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26121.560000 sec): 2 clusters
  Score: Raw -332686.055002 + Penalty 1303.240524 = -331382.814478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26121.720000 sec): 3 clusters
  Score: Raw -331282.923290 + Penalty 2606.481048 = -328676.442242
  nChanged 1146
		SP:Iteration 1F (26121.900000 sec): 3 clusters
  Score: Raw -331915.439026 + Penalty 2606.481048 = -329308.957978
  nChanged 220
		SP:Iteration 2F (26122.090000 sec): 3 clusters
  Score: Raw -332037.311126 + Penalty 2606.481048 = -329430.830077
  nChanged 137
		SP:Iteration 3Q (26122.260000 sec): 3 clusters
  Score: Raw -332098.639773 + Penalty 2606.481048 = -329492.158724
  nChanged 95
		SP:Iteration 4Q (26122.410000 sec): 3 clusters
  Score: Raw -332153.022542 + Penalty 2606.481048 = -329546.541494
  nChanged 78
		SP:Iteration 5Q (26122.550000 sec): 3 clusters
  Score: Raw -332188.836828 + Penalty 2606.481048 = -329582.355779
  nChanged 80
		SP:Iteration 6Q (26122.710000 sec): 3 clusters
  Score: Raw -332228.580472 + Penalty 2606.481048 = -329622.099423
  nChanged 75
		SP:Iteration 7Q (26122.900000 sec): 3 clusters
  Score: Raw -332282.973592 + Penalty 2606.481048 = -329676.492544
  nChanged 88
		SP:Iteration 8Q (26123.040000 sec): 3 clusters
  Score: Raw -332340.120309 + Penalty 2606.481048 = -329733.639260
  nChanged 84
		SP:Iteration 9Q (26123.140000 sec): 3 clusters
  Score: Raw -332389.389237 + Penalty 2606.481048 = -329782.908189
  nChanged 85
		SP:Iteration 10Q (26123.290000 sec): 3 clusters
  Score: Raw -332433.521528 + Penalty 2606.481048 = -329827.040480
  nChanged 82
		SP:Iteration 11Q (26123.430000 sec): 3 clusters
  Score: Raw -332482.247153 + Penalty 2606.481048 = -329875.766104
  nChanged 90
		SP:Iteration 12Q (26123.580000 sec): 3 clusters
  Score: Raw -332536.526680 + Penalty 2606.481048 = -329930.045631
  nChanged 87
		SP:Iteration 13Q (26123.760000 sec): 3 clusters
  Score: Raw -332597.444804 + Penalty 2606.481048 = -329990.963755
  nChanged 97
		SP:Iteration 14Q (26123.940000 sec): 3 clusters
  Score: Raw -332669.990225 + Penalty 2606.481048 = -330063.509177
  nChanged 99
		SP:Iteration 15Q (26124.100000 sec): 3 clusters
  Score: Raw -332733.333604 + Penalty 2606.481048 = -330126.852555
  nChanged 82
		SP:Iteration 16Q (26124.270000 sec): 3 clusters
  Score: Raw -332786.492886 + Penalty 2606.481048 = -330180.011838
  nChanged 71
		SP:Iteration 17Q (26124.430000 sec): 3 clusters
  Score: Raw -332821.537537 + Penalty 2606.481048 = -330215.056488
  nChanged 49
		SP:Iteration 18Q (26124.610000 sec): 3 clusters
  Score: Raw -332846.134917 + Penalty 2606.481048 = -330239.653868
  nChanged 36
		SP:Iteration 19Q (26124.750000 sec): 3 clusters
  Score: Raw -332863.389035 + Penalty 2606.481048 = -330256.907987
  nChanged 31
		SP:Iteration 20F (26124.940000 sec): 3 clusters
  Score: Raw -332878.928913 + Penalty 2606.481048 = -330272.447865
  nChanged 40
		SP:Iteration 21Q (26125.100000 sec): 3 clusters
  Score: Raw -332901.634589 + Penalty 2606.481048 = -330295.153540
  nChanged 34
		SP:Iteration 22Q (26125.230000 sec): 3 clusters
  Score: Raw -332916.765804 + Penalty 2606.481048 = -330310.284755
  nChanged 18
		SP:Iteration 23Q (26125.380000 sec): 3 clusters
  Score: Raw -332923.152951 + Penalty 2606.481048 = -330316.671902
  nChanged 13
		SP:Iteration 24Q (26125.560000 sec): 3 clusters
  Score: Raw -332928.947475 + Penalty 2606.481048 = -330322.466426
  nChanged 18
		SP:Iteration 25Q (26125.760000 sec): 3 clusters
  Score: Raw -332935.595027 + Penalty 2606.481048 = -330329.113979
  nChanged 17
		SP:Iteration 26Q (26125.940000 sec): 3 clusters
  Score: Raw -332942.521731 + Penalty 2606.481048 = -330336.040683
  nChanged 12
		SP:Iteration 27Q (26126.160000 sec): 3 clusters
  Score: Raw -332947.022965 + Penalty 2606.481048 = -330340.541916
  nChanged 5
		SP:Iteration 28Q (26126.360000 sec): 3 clusters
  Score: Raw -332948.946193 + Penalty 2606.481048 = -330342.465144
  nChanged 6
		SP:Iteration 29Q (26126.550000 sec): 3 clusters
  Score: Raw -332951.268407 + Penalty 2606.481048 = -330344.787359
  nChanged 6
		SP:Iteration 30Q (26126.690000 sec): 3 clusters
  Score: Raw -332953.195051 + Penalty 2606.481048 = -330346.714002
  nChanged 5
		SP:Iteration 31Q (26126.880000 sec): 3 clusters
  Score: Raw -332954.637198 + Penalty 2606.481048 = -330348.156150
  nChanged 3
		SP:Iteration 32Q (26127.060000 sec): 3 clusters
  Score: Raw -332956.205013 + Penalty 2606.481048 = -330349.723964
  nChanged 3
		SP:Iteration 33Q (26127.240000 sec): 3 clusters
  Score: Raw -332956.966673 + Penalty 2606.481048 = -330350.485625
  nChanged 3
		SP:Iteration 34Q (26127.420000 sec): 3 clusters
  Score: Raw -332957.963475 + Penalty 2606.481048 = -330351.482427
  nChanged 4
		SP:Iteration 35Q (26127.600000 sec): 3 clusters
  Score: Raw -332959.123494 + Penalty 2606.481048 = -330352.642446
  nChanged 2
		SP:Iteration 36Q (26127.790000 sec): 3 clusters
  Score: Raw -332959.615604 + Penalty 2606.481048 = -330353.134556
  nChanged 0
		SP:Iteration 37F (26127.920000 sec): 3 clusters
  Score: Raw -332959.615604 + Penalty 2606.481048 = -330353.134556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26128.080000 sec): 2 clusters
  Score: Raw -159473.525560 + Penalty 1189.693140 = -158283.832419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26128.240000 sec): 3 clusters
  Score: Raw -158890.433450 + Penalty 2379.386281 = -156511.047169
  nChanged 511
		SP:Iteration 1F (26128.380000 sec): 3 clusters
  Score: Raw -159288.347323 + Penalty 2379.386281 = -156908.961042
  nChanged 126
		SP:Iteration 2F (26128.550000 sec): 3 clusters
  Score: Raw -159442.949357 + Penalty 2379.386281 = -157063.563076
  nChanged 115
		SP:Iteration 3F (26128.720000 sec): 3 clusters
  Score: Raw -159594.413996 + Penalty 2379.386281 = -157215.027715
  nChanged 76
		SP:Iteration 4F (26128.880000 sec): 3 clusters
  Score: Raw -159707.461735 + Penalty 2379.386281 = -157328.075454
  nChanged 71
		SP:Iteration 5Q (26129.030000 sec): 3 clusters
  Score: Raw -159819.050596 + Penalty 2379.386281 = -157439.664315
  nChanged 74
		SP:Iteration 6Q (26129.190000 sec): 3 clusters
  Score: Raw -159936.780121 + Penalty 2379.386281 = -157557.393840
  nChanged 73
		SP:Iteration 7Q (26129.360000 sec): 3 clusters
  Score: Raw -160049.742118 + Penalty 2379.386281 = -157670.355837
  nChanged 51
		SP:Iteration 8Q (26129.560000 sec): 3 clusters
  Score: Raw -160132.165476 + Penalty 2379.386281 = -157752.779195
  nChanged 41
		SP:Iteration 9Q (26129.700000 sec): 3 clusters
  Score: Raw -160200.543320 + Penalty 2379.386281 = -157821.157040
  nChanged 42
		SP:Iteration 10Q (26129.940000 sec): 3 clusters
  Score: Raw -160273.562580 + Penalty 2379.386281 = -157894.176299
  nChanged 40
		SP:Iteration 11Q (26130.100000 sec): 3 clusters
  Score: Raw -160322.630152 + Penalty 2379.386281 = -157943.243871
  nChanged 28
		SP:Iteration 12Q (26130.280000 sec): 3 clusters
  Score: Raw -160345.409958 + Penalty 2379.386281 = -157966.023677
  nChanged 17
		SP:Iteration 13Q (26130.420000 sec): 3 clusters
  Score: Raw -160360.748189 + Penalty 2379.386281 = -157981.361908
  nChanged 14
		SP:Iteration 14Q (26130.590000 sec): 3 clusters
  Score: Raw -160379.981991 + Penalty 2379.386281 = -158000.595710
  nChanged 21
		SP:Iteration 15Q (26130.790000 sec): 3 clusters
  Score: Raw -160407.946955 + Penalty 2379.386281 = -158028.560674
  nChanged 19
		SP:Iteration 16Q (26130.950000 sec): 3 clusters
  Score: Raw -160445.491810 + Penalty 2379.386281 = -158066.105529
  nChanged 26
		SP:Iteration 17Q (26131.120000 sec): 3 clusters
  Score: Raw -160513.679071 + Penalty 2379.386281 = -158134.292790
  nChanged 18
		SP:Iteration 18Q (26131.270000 sec): 3 clusters
  Score: Raw -160558.115470 + Penalty 2379.386281 = -158178.729189
  nChanged 14
		SP:Iteration 19Q (26131.450000 sec): 3 clusters
  Score: Raw -160578.232035 + Penalty 2379.386281 = -158198.845754
  nChanged 14
		SP:Iteration 20F (26131.580000 sec): 3 clusters
  Score: Raw -160599.741908 + Penalty 2379.386281 = -158220.355627
  nChanged 16
		SP:Iteration 21Q (26131.740000 sec): 3 clusters
  Score: Raw -160626.007544 + Penalty 2379.386281 = -158246.621263
  nChanged 13
		SP:Iteration 22Q (26131.920000 sec): 3 clusters
  Score: Raw -160642.616634 + Penalty 2379.386281 = -158263.230353
  nChanged 13
		SP:Iteration 23Q (26132.070000 sec): 3 clusters
  Score: Raw -160658.120977 + Penalty 2379.386281 = -158278.734696
  nChanged 5
		SP:Iteration 24Q (26132.240000 sec): 3 clusters
  Score: Raw -160662.958810 + Penalty 2379.386281 = -158283.572529
  nChanged 1
		SP:Iteration 25Q (26132.390000 sec): 3 clusters
  Score: Raw -160663.632916 + Penalty 2379.386281 = -158284.246635
  nChanged 0
		SP:Iteration 26F (26132.550000 sec): 3 clusters
  Score: Raw -160663.632916 + Penalty 2379.386281 = -158284.246635
  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 9.11 GB.

 Trying to split cluster 56 (7663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26132.700000 sec): 2 clusters
  Score: Raw -866769.268924 + Penalty 1453.425810 = -865315.843114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26132.920000 sec): 3 clusters
  Score: Raw -862538.959356 + Penalty 2906.851620 = -859632.107736
  nChanged 3215
		SP:Iteration 1F (26133.130000 sec): 3 clusters
  Score: Raw -864186.002980 + Penalty 2906.851620 = -861279.151360
  nChanged 476
		SP:Iteration 2F (26133.340000 sec): 3 clusters
  Score: Raw -864392.546912 + Penalty 2906.851620 = -861485.695292
  nChanged 367
		SP:Iteration 3Q (26133.530000 sec): 3 clusters
  Score: Raw -864557.116217 + Penalty 2906.851620 = -861650.264597
  nChanged 341
		SP:Iteration 4Q (26133.750000 sec): 3 clusters
  Score: Raw -864709.516831 + Penalty 2906.851620 = -861802.665211
  nChanged 325
		SP:Iteration 5Q (26133.930000 sec): 3 clusters
  Score: Raw -864870.007993 + Penalty 2906.851620 = -861963.156373
  nChanged 362
		SP:Iteration 6Q (26134.140000 sec): 3 clusters
  Score: Raw -865110.999559 + Penalty 2906.851620 = -862204.147939
  nChanged 419
		SP:Iteration 7F (26134.380000 sec): 3 clusters
  Score: Raw -865392.423163 + Penalty 2906.851620 = -862485.571543
  nChanged 423
		SP:Iteration 8F (26134.560000 sec): 3 clusters
  Score: Raw -865694.598515 + Penalty 2906.851620 = -862787.746895
  nChanged 419
		SP:Iteration 9F (26134.770000 sec): 3 clusters
  Score: Raw -865969.064886 + Penalty 2906.851620 = -863062.213266
  nChanged 357
		SP:Iteration 10Q (26135.030000 sec): 3 clusters
  Score: Raw -866172.551930 + Penalty 2906.851620 = -863265.700310
  nChanged 281
		SP:Iteration 11Q (26135.230000 sec): 3 clusters
  Score: Raw -866310.446809 + Penalty 2906.851620 = -863403.595189
  nChanged 221
		SP:Iteration 12Q (26135.420000 sec): 3 clusters
  Score: Raw -866412.030682 + Penalty 2906.851620 = -863505.179062
  nChanged 148
		SP:Iteration 13Q (26135.610000 sec): 3 clusters
  Score: Raw -866476.840104 + Penalty 2906.851620 = -863569.988484
  nChanged 107
		SP:Iteration 14Q (26135.810000 sec): 3 clusters
  Score: Raw -866511.361418 + Penalty 2906.851620 = -863604.509798
  nChanged 64
		SP:Iteration 15Q (26136.020000 sec): 3 clusters
  Score: Raw -866530.400064 + Penalty 2906.851620 = -863623.548444
  nChanged 48
		SP:Iteration 16Q (26136.260000 sec): 3 clusters
  Score: Raw -866544.846083 + Penalty 2906.851620 = -863637.994463
  nChanged 52
		SP:Iteration 17Q (26136.490000 sec): 3 clusters
  Score: Raw -866563.241783 + Penalty 2906.851620 = -863656.390163
  nChanged 51
		SP:Iteration 18Q (26136.710000 sec): 3 clusters
  Score: Raw -866578.488964 + Penalty 2906.851620 = -863671.637344
  nChanged 38
		SP:Iteration 19Q (26136.930000 sec): 3 clusters
  Score: Raw -866589.916104 + Penalty 2906.851620 = -863683.064484
  nChanged 32
		SP:Iteration 20F (26137.100000 sec): 3 clusters
  Score: Raw -866598.749456 + Penalty 2906.851620 = -863691.897836
  nChanged 31
		SP:Iteration 21Q (26137.310000 sec): 3 clusters
  Score: Raw -866607.130831 + Penalty 2906.851620 = -863700.279211
  nChanged 27
		SP:Iteration 22Q (26137.480000 sec): 3 clusters
  Score: Raw -866614.833300 + Penalty 2906.851620 = -863707.981680
  nChanged 27
		SP:Iteration 23Q (26137.690000 sec): 3 clusters
  Score: Raw -866624.319354 + Penalty 2906.851620 = -863717.467734
  nChanged 29
		SP:Iteration 24Q (26137.910000 sec): 3 clusters
  Score: Raw -866632.620294 + Penalty 2906.851620 = -863725.768674
  nChanged 21
		SP:Iteration 25Q (26138.110000 sec): 3 clusters
  Score: Raw -866638.522492 + Penalty 2906.851620 = -863731.670872
  nChanged 18
		SP:Iteration 26Q (26138.310000 sec): 3 clusters
  Score: Raw -866643.174253 + Penalty 2906.851620 = -863736.322633
  nChanged 21
		SP:Iteration 27Q (26138.560000 sec): 3 clusters
  Score: Raw -866649.710456 + Penalty 2906.851620 = -863742.858836
  nChanged 22
		SP:Iteration 28Q (26138.720000 sec): 3 clusters
  Score: Raw -866656.549707 + Penalty 2906.851620 = -863749.698087
  nChanged 18
		SP:Iteration 29Q (26138.920000 sec): 3 clusters
  Score: Raw -866662.378816 + Penalty 2906.851620 = -863755.527196
  nChanged 17
		SP:Iteration 30Q (26139.130000 sec): 3 clusters
  Score: Raw -866669.110134 + Penalty 2906.851620 = -863762.258514
  nChanged 25
		SP:Iteration 31Q (26139.340000 sec): 3 clusters
  Score: Raw -866678.577695 + Penalty 2906.851620 = -863771.726075
  nChanged 25
		SP:Iteration 32Q (26139.530000 sec): 3 clusters
  Score: Raw -866688.272533 + Penalty 2906.851620 = -863781.420913
  nChanged 32
		SP:Iteration 33Q (26139.730000 sec): 3 clusters
  Score: Raw -866700.641769 + Penalty 2906.851620 = -863793.790149
  nChanged 26
		SP:Iteration 34Q (26139.970000 sec): 3 clusters
  Score: Raw -866712.024166 + Penalty 2906.851620 = -863805.172546
  nChanged 24
		SP:Iteration 35Q (26140.160000 sec): 3 clusters
  Score: Raw -866720.040317 + Penalty 2906.851620 = -863813.188697
  nChanged 18
		SP:Iteration 36Q (26140.380000 sec): 3 clusters
  Score: Raw -866725.734537 + Penalty 2906.851620 = -863818.882917
  nChanged 8
		SP:Iteration 37Q (26140.560000 sec): 3 clusters
  Score: Raw -866728.238966 + Penalty 2906.851620 = -863821.387346
  nChanged 13
		SP:Iteration 38Q (26140.760000 sec): 3 clusters
  Score: Raw -866731.623129 + Penalty 2906.851620 = -863824.771509
  nChanged 10
		SP:Iteration 39Q (26140.970000 sec): 3 clusters
  Score: Raw -866735.302705 + Penalty 2906.851620 = -863828.451085
  nChanged 11
		SP:Iteration 40F (26141.160000 sec): 3 clusters
  Score: Raw -866739.526129 + Penalty 2906.851620 = -863832.674509
  nChanged 15
		SP:Iteration 41Q (26141.340000 sec): 3 clusters
  Score: Raw -866744.083057 + Penalty 2906.851620 = -863837.231437
  nChanged 17
		SP:Iteration 42Q (26141.550000 sec): 3 clusters
  Score: Raw -866750.245331 + Penalty 2906.851620 = -863843.393711
  nChanged 15
		SP:Iteration 43Q (26141.760000 sec): 3 clusters
  Score: Raw -866759.076055 + Penalty 2906.851620 = -863852.224435
  nChanged 27
		SP:Iteration 44Q (26141.970000 sec): 3 clusters
  Score: Raw -866771.137628 + Penalty 2906.851620 = -863864.286008
  nChanged 25
		SP:Iteration 45Q (26142.180000 sec): 3 clusters
  Score: Raw -866781.873037 + Penalty 2906.851620 = -863875.021417
  nChanged 19
		SP:Iteration 46Q (26142.370000 sec): 3 clusters
  Score: Raw -866788.809160 + Penalty 2906.851620 = -863881.957540
  nChanged 19
		SP:Iteration 47Q (26142.580000 sec): 3 clusters
  Score: Raw -866798.870497 + Penalty 2906.851620 = -863892.018877
  nChanged 22
		SP:Iteration 48Q (26142.770000 sec): 3 clusters
  Score: Raw -866808.745837 + Penalty 2906.851620 = -863901.894217
  nChanged 18
		SP:Iteration 49Q (26142.980000 sec): 3 clusters
  Score: Raw -866816.594365 + Penalty 2906.851620 = -863909.742745
  nChanged 21
		SP:Iteration 50Q (26143.190000 sec): 3 clusters
  Score: Raw -866826.674880 + Penalty 2906.851620 = -863919.823260
  nChanged 17
		SP:Iteration 51Q (26143.380000 sec): 3 clusters
  Score: Raw -866834.805202 + Penalty 2906.851620 = -863927.953582
  nChanged 16
		SP:Iteration 52Q (26143.590000 sec): 3 clusters
  Score: Raw -866842.633354 + Penalty 2906.851620 = -863935.781734
  nChanged 11
		SP:Iteration 53Q (26143.800000 sec): 3 clusters
  Score: Raw -866848.521367 + Penalty 2906.851620 = -863941.669747
  nChanged 12
		SP:Iteration 54Q (26144.000000 sec): 3 clusters
  Score: Raw -866855.324617 + Penalty 2906.851620 = -863948.472997
  nChanged 12
		SP:Iteration 55Q (26144.180000 sec): 3 clusters
  Score: Raw -866860.254351 + Penalty 2906.851620 = -863953.402731
  nChanged 8
		SP:Iteration 56Q (26144.390000 sec): 3 clusters
  Score: Raw -866865.286000 + Penalty 2906.851620 = -863958.434380
  nChanged 12
		SP:Iteration 57Q (26144.590000 sec): 3 clusters
  Score: Raw -866872.111433 + Penalty 2906.851620 = -863965.259813
  nChanged 13
		SP:Iteration 58Q (26144.810000 sec): 3 clusters
  Score: Raw -866877.190942 + Penalty 2906.851620 = -863970.339322
  nChanged 10
		SP:Iteration 59Q (26145.030000 sec): 3 clusters
  Score: Raw -866881.542131 + Penalty 2906.851620 = -863974.690511
  nChanged 9
		SP:Iteration 60F (26145.220000 sec): 3 clusters
  Score: Raw -866886.262848 + Penalty 2906.851620 = -863979.411228
  nChanged 9
		SP:Iteration 61Q (26145.400000 sec): 3 clusters
  Score: Raw -866890.372142 + Penalty 2906.851620 = -863983.520522
  nChanged 8
		SP:Iteration 62Q (26145.620000 sec): 3 clusters
  Score: Raw -866893.534986 + Penalty 2906.851620 = -863986.683366
  nChanged 2
		SP:Iteration 63Q (26145.840000 sec): 3 clusters
  Score: Raw -866894.908097 + Penalty 2906.851620 = -863988.056477
  nChanged 4
		SP:Iteration 64Q (26146.000000 sec): 3 clusters
  Score: Raw -866896.656861 + Penalty 2906.851620 = -863989.805240
  nChanged 4
		SP:Iteration 65Q (26146.210000 sec): 3 clusters
  Score: Raw -866898.903590 + Penalty 2906.851620 = -863992.051970
  nChanged 4
		SP:Iteration 66Q (26146.420000 sec): 3 clusters
  Score: Raw -866900.677732 + Penalty 2906.851620 = -863993.826112
  nChanged 5
		SP:Iteration 67Q (26146.610000 sec): 3 clusters
  Score: Raw -866903.086715 + Penalty 2906.851620 = -863996.235095
  nChanged 6
		SP:Iteration 68Q (26146.770000 sec): 3 clusters
  Score: Raw -866906.202386 + Penalty 2906.851620 = -863999.350766
  nChanged 2
		SP:Iteration 69Q (26146.940000 sec): 3 clusters
  Score: Raw -866906.811723 + Penalty 2906.851620 = -863999.960103
  nChanged 2
		SP:Iteration 70Q (26147.140000 sec): 3 clusters
  Score: Raw -866907.741805 + Penalty 2906.851620 = -864000.890185
  nChanged 1
		SP:Iteration 71Q (26147.320000 sec): 3 clusters
  Score: Raw -866908.051880 + Penalty 2906.851620 = -864001.200260
  nChanged 2
		SP:Iteration 72Q (26147.510000 sec): 3 clusters
  Score: Raw -866908.677330 + Penalty 2906.851620 = -864001.825709
  nChanged 0
		SP:Iteration 73F (26147.730000 sec): 3 clusters
  Score: Raw -866908.677330 + Penalty 2906.851620 = -864001.825709
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (53076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26148.110000 sec): 2 clusters
  Score: Raw -5900294.335581 + Penalty 1767.915521 = -5898526.420060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26148.540000 sec): 3 clusters
  Score: Raw -5866514.488222 + Penalty 3535.831041 = -5862978.657181
  nChanged 24912
		SP:Iteration 1F (26149.000000 sec): 3 clusters
  Score: Raw -5881000.971360 + Penalty 3535.831041 = -5877465.140319
  nChanged 2378
		SP:Iteration 2Q (26149.450000 sec): 3 clusters
  Score: Raw -5881846.473491 + Penalty 3535.831041 = -5878310.642449
  nChanged 2733
		SP:Iteration 3F (26149.930000 sec): 3 clusters
  Score: Raw -5883025.465551 + Penalty 3535.831041 = -5879489.634509
  nChanged 3088
		SP:Iteration 4F (26150.410000 sec): 3 clusters
  Score: Raw -5884584.243037 + Penalty 3535.831041 = -5881048.411996
  nChanged 3270
		SP:Iteration 5F (26150.840000 sec): 3 clusters
  Score: Raw -5886517.732703 + Penalty 3535.831041 = -5882981.901661
  nChanged 3448
		SP:Iteration 6F (26151.320000 sec): 3 clusters
  Score: Raw -5888806.474969 + Penalty 3535.831041 = -5885270.643928
  nChanged 3409
		SP:Iteration 7F (26151.750000 sec): 3 clusters
  Score: Raw -5891249.894867 + Penalty 3535.831041 = -5887714.063825
  nChanged 2963
		SP:Iteration 8F (26152.180000 sec): 3 clusters
  Score: Raw -5893784.940903 + Penalty 3535.831041 = -5890249.109861
  nChanged 2395
		SP:Iteration 9Q (26152.660000 sec): 3 clusters
  Score: Raw -5896369.648425 + Penalty 3535.831041 = -5892833.817383
  nChanged 1768
		SP:Iteration 10Q (26153.160000 sec): 3 clusters
  Score: Raw -5898464.091821 + Penalty 3535.831041 = -5894928.260780
  nChanged 1230
		SP:Iteration 11Q (26153.580000 sec): 3 clusters
  Score: Raw -5899616.820466 + Penalty 3535.831041 = -5896080.989424
  nChanged 824
		SP:Iteration 12Q (26154.070000 sec): 3 clusters
  Score: Raw -5900221.886296 + Penalty 3535.831041 = -5896686.055255
  nChanged 602
		SP:Iteration 13Q (26154.550000 sec): 3 clusters
  Score: Raw -5900589.423195 + Penalty 3535.831041 = -5897053.592153
  nChanged 451
		SP:Iteration 14Q (26154.990000 sec): 3 clusters
  Score: Raw -5900814.952048 + Penalty 3535.831041 = -5897279.121006
  nChanged 324
		SP:Iteration 15Q (26155.440000 sec): 3 clusters
  Score: Raw -5900946.963123 + Penalty 3535.831041 = -5897411.132082
  nChanged 243
		SP:Iteration 16Q (26155.850000 sec): 3 clusters
  Score: Raw -5901044.162564 + Penalty 3535.831041 = -5897508.331523
  nChanged 214
		SP:Iteration 17Q (26156.260000 sec): 3 clusters
  Score: Raw -5901135.812056 + Penalty 3535.831041 = -5897599.981015
  nChanged 188
		SP:Iteration 18Q (26156.740000 sec): 3 clusters
  Score: Raw -5901205.850652 + Penalty 3535.831041 = -5897670.019610
  nChanged 169
		SP:Iteration 19Q (26157.170000 sec): 3 clusters
  Score: Raw -5901259.144319 + Penalty 3535.831041 = -5897723.313278
  nChanged 126
		SP:Iteration 20F (26157.590000 sec): 3 clusters
  Score: Raw -5901298.732129 + Penalty 3535.831041 = -5897762.901087
  nChanged 128
		SP:Iteration 21Q (26158.020000 sec): 3 clusters
  Score: Raw -5901331.883751 + Penalty 3535.831041 = -5897796.052710
  nChanged 96
		SP:Iteration 22Q (26158.380000 sec): 3 clusters
  Score: Raw -5901348.894141 + Penalty 3535.831041 = -5897813.063099
  nChanged 77
		SP:Iteration 23Q (26158.820000 sec): 3 clusters
  Score: Raw -5901362.158154 + Penalty 3535.831041 = -5897826.327113
  nChanged 64
		SP:Iteration 24Q (26159.280000 sec): 3 clusters
  Score: Raw -5901373.126389 + Penalty 3535.831041 = -5897837.295348
  nChanged 54
		SP:Iteration 25Q (26159.760000 sec): 3 clusters
  Score: Raw -5901380.538928 + Penalty 3535.831041 = -5897844.707887
  nChanged 42
		SP:Iteration 26Q (26160.240000 sec): 3 clusters
  Score: Raw -5901385.601350 + Penalty 3535.831041 = -5897849.770309
  nChanged 38
		SP:Iteration 27Q (26160.690000 sec): 3 clusters
  Score: Raw -5901389.996145 + Penalty 3535.831041 = -5897854.165104
  nChanged 26
		SP:Iteration 28Q (26161.120000 sec): 3 clusters
  Score: Raw -5901392.423340 + Penalty 3535.831041 = -5897856.592298
  nChanged 22
		SP:Iteration 29Q (26161.580000 sec): 3 clusters
  Score: Raw -5901394.466909 + Penalty 3535.831041 = -5897858.635867
  nChanged 25
		SP:Iteration 30Q (26162.020000 sec): 3 clusters
  Score: Raw -5901396.599046 + Penalty 3535.831041 = -5897860.768004
  nChanged 21
		SP:Iteration 31Q (26162.440000 sec): 3 clusters
  Score: Raw -5901398.281618 + Penalty 3535.831041 = -5897862.450577
  nChanged 13
		SP:Iteration 32Q (26162.900000 sec): 3 clusters
  Score: Raw -5901399.308444 + Penalty 3535.831041 = -5897863.477403
  nChanged 18
		SP:Iteration 33Q (26163.340000 sec): 3 clusters
  Score: Raw -5901400.687038 + Penalty 3535.831041 = -5897864.855996
  nChanged 11
		SP:Iteration 34Q (26163.840000 sec): 3 clusters
  Score: Raw -5901401.394834 + Penalty 3535.831041 = -5897865.563793
  nChanged 8
		SP:Iteration 35Q (26164.300000 sec): 3 clusters
  Score: Raw -5901401.923112 + Penalty 3535.831041 = -5897866.092070
  nChanged 6
		SP:Iteration 36Q (26164.720000 sec): 3 clusters
  Score: Raw -5901402.188057 + Penalty 3535.831041 = -5897866.357015
  nChanged 4
		SP:Iteration 37Q (26165.200000 sec): 3 clusters
  Score: Raw -5901402.394523 + Penalty 3535.831041 = -5897866.563482
  nChanged 3
		SP:Iteration 38Q (26165.670000 sec): 3 clusters
  Score: Raw -5901402.573047 + Penalty 3535.831041 = -5897866.742005
  nChanged 4
		SP:Iteration 39Q (26166.090000 sec): 3 clusters
  Score: Raw -5901402.745949 + Penalty 3535.831041 = -5897866.914908
  nChanged 3
		SP:Iteration 40F (26166.540000 sec): 3 clusters
  Score: Raw -5901402.969535 + Penalty 3535.831041 = -5897867.138493
  nChanged 3
		SP:Iteration 41Q (26166.960000 sec): 3 clusters
  Score: Raw -5901403.109700 + Penalty 3535.831041 = -5897867.278658
  nChanged 1
		SP:Iteration 42Q (26167.420000 sec): 3 clusters
  Score: Raw -5901403.174632 + Penalty 3535.831041 = -5897867.343590
  nChanged 2
		SP:Iteration 43Q (26167.840000 sec): 3 clusters
  Score: Raw -5901403.304493 + Penalty 3535.831041 = -5897867.473451
  nChanged 4
		SP:Iteration 44Q (26168.260000 sec): 3 clusters
  Score: Raw -5901403.573674 + Penalty 3535.831041 = -5897867.742633
  nChanged 4
		SP:Iteration 45Q (26168.690000 sec): 3 clusters
  Score: Raw -5901403.835588 + Penalty 3535.831041 = -5897868.004546
  nChanged 0
		SP:Iteration 46F (26169.150000 sec): 3 clusters
  Score: Raw -5901403.835588 + Penalty 3535.831041 = -5897868.004546
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (10347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26169.300000 sec): 2 clusters
  Score: Raw -1132432.499751 + Penalty 1502.223434 = -1130930.276317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26169.510000 sec): 3 clusters
  Score: Raw -1126588.882096 + Penalty 3004.446868 = -1123584.435228
  nChanged 4452
		SP:Iteration 1F (26169.750000 sec): 3 clusters
  Score: Raw -1129109.155294 + Penalty 3004.446868 = -1126104.708426
  nChanged 720
		SP:Iteration 2F (26169.930000 sec): 3 clusters
  Score: Raw -1129513.616092 + Penalty 3004.446868 = -1126509.169223
  nChanged 706
		SP:Iteration 3F (26170.120000 sec): 3 clusters
  Score: Raw -1129952.790017 + Penalty 3004.446868 = -1126948.343149
  nChanged 671
		SP:Iteration 4F (26170.340000 sec): 3 clusters
  Score: Raw -1130381.612559 + Penalty 3004.446868 = -1127377.165691
  nChanged 637
		SP:Iteration 5F (26170.610000 sec): 3 clusters
  Score: Raw -1130820.773029 + Penalty 3004.446868 = -1127816.326161
  nChanged 564
		SP:Iteration 6F (26170.820000 sec): 3 clusters
  Score: Raw -1131205.897667 + Penalty 3004.446868 = -1128201.450799
  nChanged 496
		SP:Iteration 7Q (26171.050000 sec): 3 clusters
  Score: Raw -1131542.428309 + Penalty 3004.446868 = -1128537.981441
  nChanged 431
		SP:Iteration 8Q (26171.270000 sec): 3 clusters
  Score: Raw -1131839.317756 + Penalty 3004.446868 = -1128834.870888
  nChanged 353
		SP:Iteration 9Q (26171.450000 sec): 3 clusters
  Score: Raw -1132084.093553 + Penalty 3004.446868 = -1129079.646685
  nChanged 297
		SP:Iteration 10Q (26171.670000 sec): 3 clusters
  Score: Raw -1132309.027899 + Penalty 3004.446868 = -1129304.581031
  nChanged 228
		SP:Iteration 11Q (26171.890000 sec): 3 clusters
  Score: Raw -1132477.523419 + Penalty 3004.446868 = -1129473.076551
  nChanged 148
		SP:Iteration 12Q (26172.070000 sec): 3 clusters
  Score: Raw -1132573.659030 + Penalty 3004.446868 = -1129569.212162
  nChanged 117
		SP:Iteration 13Q (26172.290000 sec): 3 clusters
  Score: Raw -1132647.511889 + Penalty 3004.446868 = -1129643.065021
  nChanged 97
		SP:Iteration 14Q (26172.510000 sec): 3 clusters
  Score: Raw -1132708.019451 + Penalty 3004.446868 = -1129703.572583
  nChanged 59
		SP:Iteration 15Q (26172.760000 sec): 3 clusters
  Score: Raw -1132742.872865 + Penalty 3004.446868 = -1129738.425997
  nChanged 37
		SP:Iteration 16Q (26172.950000 sec): 3 clusters
  Score: Raw -1132761.164128 + Penalty 3004.446868 = -1129756.717260
  nChanged 39
		SP:Iteration 17Q (26173.160000 sec): 3 clusters
  Score: Raw -1132779.001119 + Penalty 3004.446868 = -1129774.554251
  nChanged 33
		SP:Iteration 18Q (26173.390000 sec): 3 clusters
  Score: Raw -1132798.105723 + Penalty 3004.446868 = -1129793.658855
  nChanged 33
		SP:Iteration 19Q (26173.560000 sec): 3 clusters
  Score: Raw -1132816.076814 + Penalty 3004.446868 = -1129811.629946
  nChanged 32
		SP:Iteration 20F (26173.810000 sec): 3 clusters
  Score: Raw -1132829.225883 + Penalty 3004.446868 = -1129824.779015
  nChanged 26
		SP:Iteration 21Q (26174.000000 sec): 3 clusters
  Score: Raw -1132839.243283 + Penalty 3004.446868 = -1129834.796415
  nChanged 26
		SP:Iteration 22Q (26174.240000 sec): 3 clusters
  Score: Raw -1132847.692409 + Penalty 3004.446868 = -1129843.245541
  nChanged 12
		SP:Iteration 23Q (26174.360000 sec): 3 clusters
  Score: Raw -1132852.298324 + Penalty 3004.446868 = -1129847.851456
  nChanged 10
		SP:Iteration 24Q (26174.600000 sec): 3 clusters
  Score: Raw -1132856.408492 + Penalty 3004.446868 = -1129851.961624
  nChanged 4
		SP:Iteration 25Q (26174.780000 sec): 3 clusters
  Score: Raw -1132857.505982 + Penalty 3004.446868 = -1129853.059114
  nChanged 3
		SP:Iteration 26Q (26174.980000 sec): 3 clusters
  Score: Raw -1132858.871093 + Penalty 3004.446868 = -1129854.424225
  nChanged 3
		SP:Iteration 27Q (26175.210000 sec): 3 clusters
  Score: Raw -1132859.666549 + Penalty 3004.446868 = -1129855.219681
  nChanged 3
		SP:Iteration 28Q (26175.430000 sec): 3 clusters
  Score: Raw -1132860.206342 + Penalty 3004.446868 = -1129855.759474
  nChanged 2
		SP:Iteration 29Q (26175.660000 sec): 3 clusters
  Score: Raw -1132860.857808 + Penalty 3004.446868 = -1129856.410940
  nChanged 1
		SP:Iteration 30Q (26175.850000 sec): 3 clusters
  Score: Raw -1132861.008074 + Penalty 3004.446868 = -1129856.561206
  nChanged 2
		SP:Iteration 31Q (26176.060000 sec): 3 clusters
  Score: Raw -1132861.506629 + Penalty 3004.446868 = -1129857.059761
  nChanged 2
		SP:Iteration 32Q (26176.240000 sec): 3 clusters
  Score: Raw -1132862.138498 + Penalty 3004.446868 = -1129857.691630
  nChanged 2
		SP:Iteration 33Q (26176.460000 sec): 3 clusters
  Score: Raw -1132862.850899 + Penalty 3004.446868 = -1129858.404031
  nChanged 3
		SP:Iteration 34Q (26176.690000 sec): 3 clusters
  Score: Raw -1132863.987664 + Penalty 3004.446868 = -1129859.540796
  nChanged 3
		SP:Iteration 35Q (26176.910000 sec): 3 clusters
  Score: Raw -1132865.155284 + Penalty 3004.446868 = -1129860.708416
  nChanged 3
		SP:Iteration 36Q (26177.130000 sec): 3 clusters
  Score: Raw -1132866.542857 + Penalty 3004.446868 = -1129862.095989
  nChanged 4
		SP:Iteration 37Q (26177.350000 sec): 3 clusters
  Score: Raw -1132868.058335 + Penalty 3004.446868 = -1129863.611467
  nChanged 3
		SP:Iteration 38Q (26177.630000 sec): 3 clusters
  Score: Raw -1132868.872831 + Penalty 3004.446868 = -1129864.425963
  nChanged 4
		SP:Iteration 39Q (26177.830000 sec): 3 clusters
  Score: Raw -1132870.231074 + Penalty 3004.446868 = -1129865.784206
  nChanged 2
		SP:Iteration 40F (26178.050000 sec): 3 clusters
  Score: Raw -1132871.022347 + Penalty 3004.446868 = -1129866.575479
  nChanged 2
		SP:Iteration 41Q (26178.260000 sec): 3 clusters
  Score: Raw -1132871.581640 + Penalty 3004.446868 = -1129867.134772
  nChanged 1
		SP:Iteration 42Q (26178.470000 sec): 3 clusters
  Score: Raw -1132871.656200 + Penalty 3004.446868 = -1129867.209332
  nChanged 0
		SP:Iteration 43F (26178.680000 sec): 3 clusters
  Score: Raw -1132871.656200 + Penalty 3004.446868 = -1129867.209332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26178.810000 sec): 2 clusters
  Score: Raw -578746.847746 + Penalty 1397.090829 = -577349.756918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26178.980000 sec): 3 clusters
  Score: Raw -575945.590571 + Penalty 2794.181657 = -573151.408913
  nChanged 2200
		SP:Iteration 1F (26179.180000 sec): 3 clusters
  Score: Raw -577066.418212 + Penalty 2794.181657 = -574272.236554
  nChanged 359
		SP:Iteration 2F (26179.400000 sec): 3 clusters
  Score: Raw -577279.444068 + Penalty 2794.181657 = -574485.262411
  nChanged 321
		SP:Iteration 3F (26179.570000 sec): 3 clusters
  Score: Raw -577462.814926 + Penalty 2794.181657 = -574668.633269
  nChanged 304
		SP:Iteration 4F (26179.770000 sec): 3 clusters
  Score: Raw -577662.150634 + Penalty 2794.181657 = -574867.968977
  nChanged 321
		SP:Iteration 5F (26179.920000 sec): 3 clusters
  Score: Raw -577898.428024 + Penalty 2794.181657 = -575104.246367
  nChanged 329
		SP:Iteration 6F (26180.140000 sec): 3 clusters
  Score: Raw -578170.378609 + Penalty 2794.181657 = -575376.196951
  nChanged 322
		SP:Iteration 7F (26180.350000 sec): 3 clusters
  Score: Raw -578428.422358 + Penalty 2794.181657 = -575634.240701
  nChanged 268
		SP:Iteration 8Q (26180.540000 sec): 3 clusters
  Score: Raw -578621.616766 + Penalty 2794.181657 = -575827.435108
  nChanged 210
		SP:Iteration 9Q (26180.740000 sec): 3 clusters
  Score: Raw -578757.895141 + Penalty 2794.181657 = -575963.713483
  nChanged 138
		SP:Iteration 10Q (26180.890000 sec): 3 clusters
  Score: Raw -578829.938544 + Penalty 2794.181657 = -576035.756886
  nChanged 104
		SP:Iteration 11Q (26181.070000 sec): 3 clusters
  Score: Raw -578876.655744 + Penalty 2794.181657 = -576082.474087
  nChanged 77
		SP:Iteration 12Q (26181.250000 sec): 3 clusters
  Score: Raw -578911.421686 + Penalty 2794.181657 = -576117.240029
  nChanged 54
		SP:Iteration 13Q (26181.430000 sec): 3 clusters
  Score: Raw -578934.134744 + Penalty 2794.181657 = -576139.953087
  nChanged 39
		SP:Iteration 14Q (26181.640000 sec): 3 clusters
  Score: Raw -578947.531112 + Penalty 2794.181657 = -576153.349454
  nChanged 26
		SP:Iteration 15Q (26181.790000 sec): 3 clusters
  Score: Raw -578956.917423 + Penalty 2794.181657 = -576162.735766
  nChanged 29
		SP:Iteration 16Q (26181.950000 sec): 3 clusters
  Score: Raw -578968.774258 + Penalty 2794.181657 = -576174.592600
  nChanged 29
		SP:Iteration 17Q (26182.170000 sec): 3 clusters
  Score: Raw -578978.433122 + Penalty 2794.181657 = -576184.251465
  nChanged 22
		SP:Iteration 18Q (26182.330000 sec): 3 clusters
  Score: Raw -578986.018727 + Penalty 2794.181657 = -576191.837070
  nChanged 25
		SP:Iteration 19Q (26182.540000 sec): 3 clusters
  Score: Raw -578992.958484 + Penalty 2794.181657 = -576198.776827
  nChanged 16
		SP:Iteration 20F (26182.730000 sec): 3 clusters
  Score: Raw -578996.702620 + Penalty 2794.181657 = -576202.520962
  nChanged 8
		SP:Iteration 21Q (26182.900000 sec): 3 clusters
  Score: Raw -578999.154094 + Penalty 2794.181657 = -576204.972437
  nChanged 11
		SP:Iteration 22Q (26183.090000 sec): 3 clusters
  Score: Raw -579002.044181 + Penalty 2794.181657 = -576207.862523
  nChanged 7
		SP:Iteration 23Q (26183.300000 sec): 3 clusters
  Score: Raw -579003.854872 + Penalty 2794.181657 = -576209.673215
  nChanged 9
		SP:Iteration 24Q (26183.510000 sec): 3 clusters
  Score: Raw -579005.877273 + Penalty 2794.181657 = -576211.695616
  nChanged 5
		SP:Iteration 25Q (26183.660000 sec): 3 clusters
  Score: Raw -579007.484773 + Penalty 2794.181657 = -576213.303116
  nChanged 5
		SP:Iteration 26Q (26183.860000 sec): 3 clusters
  Score: Raw -579008.427419 + Penalty 2794.181657 = -576214.245762
  nChanged 4
		SP:Iteration 27Q (26184.020000 sec): 3 clusters
  Score: Raw -579009.594315 + Penalty 2794.181657 = -576215.412658
  nChanged 4
		SP:Iteration 28Q (26184.220000 sec): 3 clusters
  Score: Raw -579011.092217 + Penalty 2794.181657 = -576216.910560
  nChanged 9
		SP:Iteration 29Q (26184.440000 sec): 3 clusters
  Score: Raw -579014.211095 + Penalty 2794.181657 = -576220.029438
  nChanged 8
		SP:Iteration 30Q (26184.630000 sec): 3 clusters
  Score: Raw -579015.925250 + Penalty 2794.181657 = -576221.743592
  nChanged 4
		SP:Iteration 31Q (26184.820000 sec): 3 clusters
  Score: Raw -579016.711907 + Penalty 2794.181657 = -576222.530249
  nChanged 4
		SP:Iteration 32Q (26184.990000 sec): 3 clusters
  Score: Raw -579017.655879 + Penalty 2794.181657 = -576223.474222
  nChanged 5
		SP:Iteration 33Q (26185.170000 sec): 3 clusters
  Score: Raw -579018.755513 + Penalty 2794.181657 = -576224.573856
  nChanged 6
		SP:Iteration 34Q (26185.380000 sec): 3 clusters
  Score: Raw -579019.858955 + Penalty 2794.181657 = -576225.677298
  nChanged 1
		SP:Iteration 35Q (26185.520000 sec): 3 clusters
  Score: Raw -579020.077277 + Penalty 2794.181657 = -576225.895620
  nChanged 0
		SP:Iteration 36F (26185.740000 sec): 3 clusters
  Score: Raw -579020.077277 + Penalty 2794.181657 = -576225.895620
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (2965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26185.820000 sec): 2 clusters
  Score: Raw -311594.466764 + Penalty 1299.127751 = -310295.339013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26186.050000 sec): 3 clusters
  Score: Raw -310266.588532 + Penalty 2598.255501 = -307668.333031
  nChanged 1121
		SP:Iteration 1F (26186.230000 sec): 3 clusters
  Score: Raw -311087.111051 + Penalty 2598.255501 = -308488.855550
  nChanged 260
		SP:Iteration 2F (26186.360000 sec): 3 clusters
  Score: Raw -311349.250040 + Penalty 2598.255501 = -308750.994539
  nChanged 208
		SP:Iteration 3F (26186.520000 sec): 3 clusters
  Score: Raw -311528.038682 + Penalty 2598.255501 = -308929.783181
  nChanged 169
		SP:Iteration 4F (26186.730000 sec): 3 clusters
  Score: Raw -311651.473693 + Penalty 2598.255501 = -309053.218192
  nChanged 121
		SP:Iteration 5Q (26186.920000 sec): 3 clusters
  Score: Raw -311725.204787 + Penalty 2598.255501 = -309126.949286
  nChanged 84
		SP:Iteration 6Q (26187.060000 sec): 3 clusters
  Score: Raw -311772.145491 + Penalty 2598.255501 = -309173.889990
  nChanged 50
		SP:Iteration 7Q (26187.220000 sec): 3 clusters
  Score: Raw -311794.489372 + Penalty 2598.255501 = -309196.233871
  nChanged 34
		SP:Iteration 8Q (26187.380000 sec): 3 clusters
  Score: Raw -311807.342547 + Penalty 2598.255501 = -309209.087046
  nChanged 29
		SP:Iteration 9Q (26187.490000 sec): 3 clusters
  Score: Raw -311819.445070 + Penalty 2598.255501 = -309221.189569
  nChanged 28
		SP:Iteration 10Q (26187.590000 sec): 3 clusters
  Score: Raw -311830.439168 + Penalty 2598.255501 = -309232.183666
  nChanged 24
		SP:Iteration 11Q (26187.710000 sec): 3 clusters
  Score: Raw -311841.118205 + Penalty 2598.255501 = -309242.862704
  nChanged 17
		SP:Iteration 12Q (26187.850000 sec): 3 clusters
  Score: Raw -311848.343097 + Penalty 2598.255501 = -309250.087596
  nChanged 18
		SP:Iteration 13Q (26187.990000 sec): 3 clusters
  Score: Raw -311858.453129 + Penalty 2598.255501 = -309260.197628
  nChanged 22
		SP:Iteration 14Q (26188.170000 sec): 3 clusters
  Score: Raw -311868.495041 + Penalty 2598.255501 = -309270.239540
  nChanged 16
		SP:Iteration 15Q (26188.330000 sec): 3 clusters
  Score: Raw -311876.056967 + Penalty 2598.255501 = -309277.801466
  nChanged 16
		SP:Iteration 16Q (26188.520000 sec): 3 clusters
  Score: Raw -311882.280695 + Penalty 2598.255501 = -309284.025194
  nChanged 12
		SP:Iteration 17Q (26188.720000 sec): 3 clusters
  Score: Raw -311888.455000 + Penalty 2598.255501 = -309290.199499
  nChanged 15
		SP:Iteration 18Q (26188.850000 sec): 3 clusters
  Score: Raw -311897.606015 + Penalty 2598.255501 = -309299.350514
  nChanged 20
		SP:Iteration 19Q (26189.020000 sec): 3 clusters
  Score: Raw -311904.636901 + Penalty 2598.255501 = -309306.381400
  nChanged 17
		SP:Iteration 20F (26189.210000 sec): 3 clusters
  Score: Raw -311911.953935 + Penalty 2598.255501 = -309313.698433
  nChanged 23
		SP:Iteration 21Q (26189.360000 sec): 3 clusters
  Score: Raw -311920.791039 + Penalty 2598.255501 = -309322.535538
  nChanged 21
		SP:Iteration 22Q (26189.540000 sec): 3 clusters
  Score: Raw -311929.708178 + Penalty 2598.255501 = -309331.452677
  nChanged 21
		SP:Iteration 23Q (26189.710000 sec): 3 clusters
  Score: Raw -311937.895632 + Penalty 2598.255501 = -309339.640131
  nChanged 12
		SP:Iteration 24Q (26189.910000 sec): 3 clusters
  Score: Raw -311943.427662 + Penalty 2598.255501 = -309345.172160
  nChanged 20
		SP:Iteration 25Q (26190.030000 sec): 3 clusters
  Score: Raw -311952.554851 + Penalty 2598.255501 = -309354.299350
  nChanged 14
		SP:Iteration 26Q (26190.240000 sec): 3 clusters
  Score: Raw -311957.496433 + Penalty 2598.255501 = -309359.240932
  nChanged 9
		SP:Iteration 27Q (26190.370000 sec): 3 clusters
  Score: Raw -311961.728382 + Penalty 2598.255501 = -309363.472881
  nChanged 12
		SP:Iteration 28Q (26190.500000 sec): 3 clusters
  Score: Raw -311965.745030 + Penalty 2598.255501 = -309367.489529
  nChanged 12
		SP:Iteration 29Q (26190.640000 sec): 3 clusters
  Score: Raw -311970.554593 + Penalty 2598.255501 = -309372.299092
  nChanged 14
		SP:Iteration 30Q (26190.780000 sec): 3 clusters
  Score: Raw -311976.104469 + Penalty 2598.255501 = -309377.848967
  nChanged 11
		SP:Iteration 31Q (26190.920000 sec): 3 clusters
  Score: Raw -311981.587477 + Penalty 2598.255501 = -309383.331976
  nChanged 15
		SP:Iteration 32Q (26191.060000 sec): 3 clusters
  Score: Raw -311989.409425 + Penalty 2598.255501 = -309391.153924
  nChanged 17
		SP:Iteration 33Q (26191.240000 sec): 3 clusters
  Score: Raw -311995.781008 + Penalty 2598.255501 = -309397.525507
  nChanged 18
		SP:Iteration 34Q (26191.340000 sec): 3 clusters
  Score: Raw -312002.702294 + Penalty 2598.255501 = -309404.446793
  nChanged 18
		SP:Iteration 35Q (26191.480000 sec): 3 clusters
  Score: Raw -312011.820217 + Penalty 2598.255501 = -309413.564715
  nChanged 13
		SP:Iteration 36Q (26191.620000 sec): 3 clusters
  Score: Raw -312016.837222 + Penalty 2598.255501 = -309418.581721
  nChanged 10
		SP:Iteration 37Q (26191.740000 sec): 3 clusters
  Score: Raw -312021.489914 + Penalty 2598.255501 = -309423.234413
  nChanged 13
		SP:Iteration 38Q (26191.910000 sec): 3 clusters
  Score: Raw -312026.237031 + Penalty 2598.255501 = -309427.981530
  nChanged 9
		SP:Iteration 39Q (26192.020000 sec): 3 clusters
  Score: Raw -312030.900380 + Penalty 2598.255501 = -309432.644879
  nChanged 15
		SP:Iteration 40F (26192.160000 sec): 3 clusters
  Score: Raw -312037.775745 + Penalty 2598.255501 = -309439.520244
  nChanged 10
		SP:Iteration 41Q (26192.250000 sec): 3 clusters
  Score: Raw -312044.121170 + Penalty 2598.255501 = -309445.865669
  nChanged 12
		SP:Iteration 42Q (26192.390000 sec): 3 clusters
  Score: Raw -312051.381144 + Penalty 2598.255501 = -309453.125643
  nChanged 14
		SP:Iteration 43Q (26192.520000 sec): 3 clusters
  Score: Raw -312059.172136 + Penalty 2598.255501 = -309460.916634
  nChanged 18
		SP:Iteration 44Q (26192.690000 sec): 3 clusters
  Score: Raw -312068.942424 + Penalty 2598.255501 = -309470.686923
  nChanged 22
		SP:Iteration 45Q (26192.810000 sec): 3 clusters
  Score: Raw -312081.053916 + Penalty 2598.255501 = -309482.798415
  nChanged 14
		SP:Iteration 46Q (26192.950000 sec): 3 clusters
  Score: Raw -312088.135052 + Penalty 2598.255501 = -309489.879551
  nChanged 13
		SP:Iteration 47Q (26193.090000 sec): 3 clusters
  Score: Raw -312097.901666 + Penalty 2598.255501 = -309499.646165
  nChanged 15
		SP:Iteration 48Q (26193.220000 sec): 3 clusters
  Score: Raw -312107.230692 + Penalty 2598.255501 = -309508.975190
  nChanged 11
		SP:Iteration 49Q (26193.320000 sec): 3 clusters
  Score: Raw -312113.699941 + Penalty 2598.255501 = -309515.444440
  nChanged 12
		SP:Iteration 50Q (26193.420000 sec): 3 clusters
  Score: Raw -312120.455333 + Penalty 2598.255501 = -309522.199831
  nChanged 11
		SP:Iteration 51Q (26193.600000 sec): 3 clusters
  Score: Raw -312126.442574 + Penalty 2598.255501 = -309528.187073
  nChanged 10
		SP:Iteration 52Q (26193.790000 sec): 3 clusters
  Score: Raw -312131.889280 + Penalty 2598.255501 = -309533.633779
  nChanged 9
		SP:Iteration 53Q (26193.960000 sec): 3 clusters
  Score: Raw -312135.616218 + Penalty 2598.255501 = -309537.360717
  nChanged 2
		SP:Iteration 54Q (26194.140000 sec): 3 clusters
  Score: Raw -312136.385819 + Penalty 2598.255501 = -309538.130318
  nChanged 3
		SP:Iteration 55Q (26194.270000 sec): 3 clusters
  Score: Raw -312138.374252 + Penalty 2598.255501 = -309540.118751
  nChanged 3
		SP:Iteration 56Q (26194.430000 sec): 3 clusters
  Score: Raw -312140.705833 + Penalty 2598.255501 = -309542.450331
  nChanged 6
		SP:Iteration 57Q (26194.630000 sec): 3 clusters
  Score: Raw -312143.678003 + Penalty 2598.255501 = -309545.422502
  nChanged 2
		SP:Iteration 58Q (26194.810000 sec): 3 clusters
  Score: Raw -312145.082614 + Penalty 2598.255501 = -309546.827112
  nChanged 4
		SP:Iteration 59Q (26194.940000 sec): 3 clusters
  Score: Raw -312148.400076 + Penalty 2598.255501 = -309550.144575
  nChanged 6
		SP:Iteration 60F (26195.160000 sec): 3 clusters
  Score: Raw -312152.234785 + Penalty 2598.255501 = -309553.979284
  nChanged 5
		SP:Iteration 61Q (26195.310000 sec): 3 clusters
  Score: Raw -312154.582832 + Penalty 2598.255501 = -309556.327331
  nChanged 2
		SP:Iteration 62Q (26195.490000 sec): 3 clusters
  Score: Raw -312155.324198 + Penalty 2598.255501 = -309557.068697
  nChanged 3
		SP:Iteration 63Q (26195.680000 sec): 3 clusters
  Score: Raw -312157.608151 + Penalty 2598.255501 = -309559.352650
  nChanged 1
		SP:Iteration 64Q (26195.850000 sec): 3 clusters
  Score: Raw -312158.285529 + Penalty 2598.255501 = -309560.030028
  nChanged 1
		SP:Iteration 65Q (26196.020000 sec): 3 clusters
  Score: Raw -312159.465276 + Penalty 2598.255501 = -309561.209774
  nChanged 3
		SP:Iteration 66Q (26196.200000 sec): 3 clusters
  Score: Raw -312162.414288 + Penalty 2598.255501 = -309564.158787
  nChanged 3
		SP:Iteration 67Q (26196.360000 sec): 3 clusters
  Score: Raw -312164.123701 + Penalty 2598.255501 = -309565.868200
  nChanged 3
		SP:Iteration 68Q (26196.570000 sec): 3 clusters
  Score: Raw -312165.988070 + Penalty 2598.255501 = -309567.732569
  nChanged 2
		SP:Iteration 69Q (26196.750000 sec): 3 clusters
  Score: Raw -312166.828005 + Penalty 2598.255501 = -309568.572503
  nChanged 1
		SP:Iteration 70Q (26196.890000 sec): 3 clusters
  Score: Raw -312167.631935 + Penalty 2598.255501 = -309569.376434
  nChanged 2
		SP:Iteration 71Q (26197.060000 sec): 3 clusters
  Score: Raw -312168.845283 + Penalty 2598.255501 = -309570.589782
  nChanged 2
		SP:Iteration 72Q (26197.250000 sec): 3 clusters
  Score: Raw -312170.192528 + Penalty 2598.255501 = -309571.937027
  nChanged 0
		SP:Iteration 73F (26197.420000 sec): 3 clusters
  Score: Raw -312170.192528 + Penalty 2598.255501 = -309571.937027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26197.520000 sec): 2 clusters
  Score: Raw -309287.225573 + Penalty 1301.197149 = -307986.028425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26197.700000 sec): 3 clusters
  Score: Raw -307935.221889 + Penalty 2602.394297 = -305332.827592
  nChanged 1140
		SP:Iteration 1F (26197.870000 sec): 3 clusters
  Score: Raw -308811.539447 + Penalty 2602.394297 = -306209.145150
  nChanged 329
		SP:Iteration 2F (26198.040000 sec): 3 clusters
  Score: Raw -309197.738926 + Penalty 2602.394297 = -306595.344629
  nChanged 248
		SP:Iteration 3F (26198.210000 sec): 3 clusters
  Score: Raw -309464.394048 + Penalty 2602.394297 = -306861.999750
  nChanged 181
		SP:Iteration 4F (26198.420000 sec): 3 clusters
  Score: Raw -309658.375069 + Penalty 2602.394297 = -307055.980771
  nChanged 135
		SP:Iteration 5Q (26198.610000 sec): 3 clusters
  Score: Raw -309793.363201 + Penalty 2602.394297 = -307190.968904
  nChanged 96
		SP:Iteration 6Q (26198.770000 sec): 3 clusters
  Score: Raw -309873.357778 + Penalty 2602.394297 = -307270.963481
  nChanged 90
		SP:Iteration 7Q (26198.970000 sec): 3 clusters
  Score: Raw -309959.739034 + Penalty 2602.394297 = -307357.344737
  nChanged 82
		SP:Iteration 8Q (26199.140000 sec): 3 clusters
  Score: Raw -310043.549009 + Penalty 2602.394297 = -307441.154712
  nChanged 82
		SP:Iteration 9Q (26199.320000 sec): 3 clusters
  Score: Raw -310135.578115 + Penalty 2602.394297 = -307533.183818
  nChanged 62
		SP:Iteration 10Q (26199.470000 sec): 3 clusters
  Score: Raw -310212.998932 + Penalty 2602.394297 = -307610.604635
  nChanged 51
		SP:Iteration 11Q (26199.640000 sec): 3 clusters
  Score: Raw -310285.726046 + Penalty 2602.394297 = -307683.331749
  nChanged 45
		SP:Iteration 12Q (26199.830000 sec): 3 clusters
  Score: Raw -310357.985621 + Penalty 2602.394297 = -307755.591324
  nChanged 35
		SP:Iteration 13Q (26199.980000 sec): 3 clusters
  Score: Raw -310419.400438 + Penalty 2602.394297 = -307817.006141
  nChanged 26
		SP:Iteration 14Q (26200.180000 sec): 3 clusters
  Score: Raw -310468.686313 + Penalty 2602.394297 = -307866.292016
  nChanged 16
		SP:Iteration 15Q (26200.360000 sec): 3 clusters
  Score: Raw -310482.090005 + Penalty 2602.394297 = -307879.695708
  nChanged 8
		SP:Iteration 16Q (26200.520000 sec): 3 clusters
  Score: Raw -310489.245179 + Penalty 2602.394297 = -307886.850882
  nChanged 7
		SP:Iteration 17Q (26200.710000 sec): 3 clusters
  Score: Raw -310495.508653 + Penalty 2602.394297 = -307893.114355
  nChanged 8
		SP:Iteration 18Q (26200.880000 sec): 3 clusters
  Score: Raw -310502.315939 + Penalty 2602.394297 = -307899.921642
  nChanged 8
		SP:Iteration 19Q (26201.050000 sec): 3 clusters
  Score: Raw -310507.741440 + Penalty 2602.394297 = -307905.347143
  nChanged 8
		SP:Iteration 20F (26201.220000 sec): 3 clusters
  Score: Raw -310512.516395 + Penalty 2602.394297 = -307910.122098
  nChanged 5
		SP:Iteration 21Q (26201.370000 sec): 3 clusters
  Score: Raw -310516.067033 + Penalty 2602.394297 = -307913.672735
  nChanged 4
		SP:Iteration 22Q (26201.580000 sec): 3 clusters
  Score: Raw -310517.485746 + Penalty 2602.394297 = -307915.091449
  nChanged 3
		SP:Iteration 23Q (26201.740000 sec): 3 clusters
  Score: Raw -310518.714098 + Penalty 2602.394297 = -307916.319801
  nChanged 1
		SP:Iteration 24Q (26201.920000 sec): 3 clusters
  Score: Raw -310519.107599 + Penalty 2602.394297 = -307916.713302
  nChanged 0
		SP:Iteration 25F (26202.100000 sec): 3 clusters
  Score: Raw -310519.107599 + Penalty 2602.394297 = -307916.713302
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26202.220000 sec): 2 clusters
  Score: Raw -423529.095780 + Penalty 1348.674368 = -422180.421412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26202.380000 sec): 3 clusters
  Score: Raw -421532.864883 + Penalty 2697.348735 = -418835.516147
  nChanged 1589
		SP:Iteration 1F (26202.610000 sec): 3 clusters
  Score: Raw -422459.276845 + Penalty 2697.348735 = -419761.928110
  nChanged 278
		SP:Iteration 2F (26202.780000 sec): 3 clusters
  Score: Raw -422634.610041 + Penalty 2697.348735 = -419937.261305
  nChanged 206
		SP:Iteration 3F (26202.960000 sec): 3 clusters
  Score: Raw -422750.546093 + Penalty 2697.348735 = -420053.197357
  nChanged 159
		SP:Iteration 4Q (26203.120000 sec): 3 clusters
  Score: Raw -422839.259770 + Penalty 2697.348735 = -420141.911035
  nChanged 140
		SP:Iteration 5Q (26203.290000 sec): 3 clusters
  Score: Raw -422920.013281 + Penalty 2697.348735 = -420222.664546
  nChanged 122
		SP:Iteration 6Q (26203.500000 sec): 3 clusters
  Score: Raw -422984.885303 + Penalty 2697.348735 = -420287.536568
  nChanged 89
		SP:Iteration 7Q (26203.640000 sec): 3 clusters
  Score: Raw -423029.937836 + Penalty 2697.348735 = -420332.589101
  nChanged 91
		SP:Iteration 8Q (26203.820000 sec): 3 clusters
  Score: Raw -423082.534746 + Penalty 2697.348735 = -420385.186010
  nChanged 94
		SP:Iteration 9Q (26204.010000 sec): 3 clusters
  Score: Raw -423124.019812 + Penalty 2697.348735 = -420426.671077
  nChanged 92
		SP:Iteration 10Q (26204.120000 sec): 3 clusters
  Score: Raw -423177.307295 + Penalty 2697.348735 = -420479.958560
  nChanged 102
		SP:Iteration 11Q (26204.320000 sec): 3 clusters
  Score: Raw -423232.036359 + Penalty 2697.348735 = -420534.687623
  nChanged 94
		SP:Iteration 12Q (26204.490000 sec): 3 clusters
  Score: Raw -423276.979400 + Penalty 2697.348735 = -420579.630665
  nChanged 93
		SP:Iteration 13Q (26204.640000 sec): 3 clusters
  Score: Raw -423325.055986 + Penalty 2697.348735 = -420627.707251
  nChanged 92
		SP:Iteration 14Q (26204.810000 sec): 3 clusters
  Score: Raw -423369.693526 + Penalty 2697.348735 = -420672.344791
  nChanged 82
		SP:Iteration 15Q (26204.920000 sec): 3 clusters
  Score: Raw -423411.266091 + Penalty 2697.348735 = -420713.917356
  nChanged 78
		SP:Iteration 16Q (26205.100000 sec): 3 clusters
  Score: Raw -423451.698892 + Penalty 2697.348735 = -420754.350157
  nChanged 79
		SP:Iteration 17Q (26205.250000 sec): 3 clusters
  Score: Raw -423493.991410 + Penalty 2697.348735 = -420796.642674
  nChanged 61
		SP:Iteration 18Q (26205.440000 sec): 3 clusters
  Score: Raw -423524.379208 + Penalty 2697.348735 = -420827.030472
  nChanged 60
		SP:Iteration 19Q (26205.620000 sec): 3 clusters
  Score: Raw -423556.835995 + Penalty 2697.348735 = -420859.487259
  nChanged 52
		SP:Iteration 20F (26205.800000 sec): 3 clusters
  Score: Raw -423587.473199 + Penalty 2697.348735 = -420890.124464
  nChanged 58
		SP:Iteration 21Q (26206.000000 sec): 3 clusters
  Score: Raw -423616.729328 + Penalty 2697.348735 = -420919.380593
  nChanged 37
		SP:Iteration 22Q (26206.150000 sec): 3 clusters
  Score: Raw -423633.173118 + Penalty 2697.348735 = -420935.824383
  nChanged 45
		SP:Iteration 23Q (26206.360000 sec): 3 clusters
  Score: Raw -423652.345395 + Penalty 2697.348735 = -420954.996660
  nChanged 42
		SP:Iteration 24Q (26206.560000 sec): 3 clusters
  Score: Raw -423669.279046 + Penalty 2697.348735 = -420971.930311
  nChanged 40
		SP:Iteration 25Q (26206.750000 sec): 3 clusters
  Score: Raw -423685.494516 + Penalty 2697.348735 = -420988.145780
  nChanged 31
		SP:Iteration 26Q (26206.930000 sec): 3 clusters
  Score: Raw -423698.000551 + Penalty 2697.348735 = -421000.651816
  nChanged 31
		SP:Iteration 27Q (26207.110000 sec): 3 clusters
  Score: Raw -423713.432968 + Penalty 2697.348735 = -421016.084233
  nChanged 31
		SP:Iteration 28Q (26207.310000 sec): 3 clusters
  Score: Raw -423730.544441 + Penalty 2697.348735 = -421033.195706
  nChanged 27
		SP:Iteration 29Q (26207.460000 sec): 3 clusters
  Score: Raw -423745.471993 + Penalty 2697.348735 = -421048.123258
  nChanged 28
		SP:Iteration 30Q (26207.630000 sec): 3 clusters
  Score: Raw -423757.591273 + Penalty 2697.348735 = -421060.242537
  nChanged 23
		SP:Iteration 31Q (26207.830000 sec): 3 clusters
  Score: Raw -423763.842098 + Penalty 2697.348735 = -421066.493363
  nChanged 17
		SP:Iteration 32Q (26208.010000 sec): 3 clusters
  Score: Raw -423769.443857 + Penalty 2697.348735 = -421072.095122
  nChanged 10
		SP:Iteration 33Q (26208.170000 sec): 3 clusters
  Score: Raw -423773.426765 + Penalty 2697.348735 = -421076.078030
  nChanged 9
		SP:Iteration 34Q (26208.320000 sec): 3 clusters
  Score: Raw -423776.321654 + Penalty 2697.348735 = -421078.972918
  nChanged 6
		SP:Iteration 35Q (26208.520000 sec): 3 clusters
  Score: Raw -423777.918311 + Penalty 2697.348735 = -421080.569576
  nChanged 3
		SP:Iteration 36Q (26208.710000 sec): 3 clusters
  Score: Raw -423778.878043 + Penalty 2697.348735 = -421081.529308
  nChanged 7
		SP:Iteration 37Q (26208.900000 sec): 3 clusters
  Score: Raw -423781.801409 + Penalty 2697.348735 = -421084.452673
  nChanged 10
		SP:Iteration 38Q (26209.090000 sec): 3 clusters
  Score: Raw -423785.179918 + Penalty 2697.348735 = -421087.831182
  nChanged 10
		SP:Iteration 39Q (26209.270000 sec): 3 clusters
  Score: Raw -423788.894074 + Penalty 2697.348735 = -421091.545339
  nChanged 10
		SP:Iteration 40F (26209.420000 sec): 3 clusters
  Score: Raw -423791.921314 + Penalty 2697.348735 = -421094.572579
  nChanged 9
		SP:Iteration 41Q (26209.600000 sec): 3 clusters
  Score: Raw -423794.925951 + Penalty 2697.348735 = -421097.577216
  nChanged 5
		SP:Iteration 42Q (26209.730000 sec): 3 clusters
  Score: Raw -423796.398089 + Penalty 2697.348735 = -421099.049354
  nChanged 6
		SP:Iteration 43Q (26209.880000 sec): 3 clusters
  Score: Raw -423798.535313 + Penalty 2697.348735 = -421101.186578
  nChanged 3
		SP:Iteration 44Q (26210.070000 sec): 3 clusters
  Score: Raw -423799.594345 + Penalty 2697.348735 = -421102.245609
  nChanged 2
		SP:Iteration 45Q (26210.220000 sec): 3 clusters
  Score: Raw -423800.301882 + Penalty 2697.348735 = -421102.953147
  nChanged 2
		SP:Iteration 46Q (26210.410000 sec): 3 clusters
  Score: Raw -423801.429383 + Penalty 2697.348735 = -421104.080648
  nChanged 2
		SP:Iteration 47Q (26210.560000 sec): 3 clusters
  Score: Raw -423802.369960 + Penalty 2697.348735 = -421105.021225
  nChanged 4
		SP:Iteration 48Q (26210.680000 sec): 3 clusters
  Score: Raw -423805.291670 + Penalty 2697.348735 = -421107.942934
  nChanged 6
		SP:Iteration 49Q (26210.830000 sec): 3 clusters
  Score: Raw -423807.736322 + Penalty 2697.348735 = -421110.387587
  nChanged 6
		SP:Iteration 50Q (26210.980000 sec): 3 clusters
  Score: Raw -423810.076287 + Penalty 2697.348735 = -421112.727552
  nChanged 10
		SP:Iteration 51Q (26211.130000 sec): 3 clusters
  Score: Raw -423814.267639 + Penalty 2697.348735 = -421116.918904
  nChanged 5
		SP:Iteration 52Q (26211.290000 sec): 3 clusters
  Score: Raw -423815.448117 + Penalty 2697.348735 = -421118.099382
  nChanged 2
		SP:Iteration 53Q (26211.440000 sec): 3 clusters
  Score: Raw -423816.115043 + Penalty 2697.348735 = -421118.766307
  nChanged 1
		SP:Iteration 54Q (26211.600000 sec): 3 clusters
  Score: Raw -423816.621346 + Penalty 2697.348735 = -421119.272611
  nChanged 0
		SP:Iteration 55F (26211.760000 sec): 3 clusters
  Score: Raw -423816.621346 + Penalty 2697.348735 = -421119.272611
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26211.850000 sec): 2 clusters
  Score: Raw -103516.908386 + Penalty 1116.889123 = -102400.019263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26212.010000 sec): 3 clusters
  Score: Raw -103172.469060 + Penalty 2233.778246 = -100938.690814
  nChanged 294
		SP:Iteration 1F (26212.170000 sec): 3 clusters
  Score: Raw -103421.699685 + Penalty 2233.778246 = -101187.921439
  nChanged 62
		SP:Iteration 2F (26212.330000 sec): 3 clusters
  Score: Raw -103485.974504 + Penalty 2233.778246 = -101252.196258
  nChanged 44
		SP:Iteration 3Q (26212.500000 sec): 3 clusters
  Score: Raw -103533.289792 + Penalty 2233.778246 = -101299.511546
  nChanged 27
		SP:Iteration 4Q (26212.700000 sec): 3 clusters
  Score: Raw -103569.499899 + Penalty 2233.778246 = -101335.721653
  nChanged 27
		SP:Iteration 5Q (26212.810000 sec): 3 clusters
  Score: Raw -103607.180773 + Penalty 2233.778246 = -101373.402527
  nChanged 23
		SP:Iteration 6Q (26212.970000 sec): 3 clusters
  Score: Raw -103633.952113 + Penalty 2233.778246 = -101400.173867
  nChanged 18
		SP:Iteration 7Q (26213.140000 sec): 3 clusters
  Score: Raw -103658.098566 + Penalty 2233.778246 = -101424.320320
  nChanged 12
		SP:Iteration 8Q (26213.300000 sec): 3 clusters
  Score: Raw -103670.043305 + Penalty 2233.778246 = -101436.265059
  nChanged 9
		SP:Iteration 9Q (26213.520000 sec): 3 clusters
  Score: Raw -103676.025269 + Penalty 2233.778246 = -101442.247023
  nChanged 9
		SP:Iteration 10Q (26213.640000 sec): 3 clusters
  Score: Raw -103684.932526 + Penalty 2233.778246 = -101451.154280
  nChanged 7
		SP:Iteration 11Q (26213.820000 sec): 3 clusters
  Score: Raw -103689.411652 + Penalty 2233.778246 = -101455.633406
  nChanged 4
		SP:Iteration 12Q (26214.010000 sec): 3 clusters
  Score: Raw -103693.074104 + Penalty 2233.778246 = -101459.295858
  nChanged 4
		SP:Iteration 13Q (26214.180000 sec): 3 clusters
  Score: Raw -103696.779095 + Penalty 2233.778246 = -101463.000849
  nChanged 4
		SP:Iteration 14Q (26214.330000 sec): 3 clusters
  Score: Raw -103703.072122 + Penalty 2233.778246 = -101469.293876
  nChanged 4
		SP:Iteration 15Q (26214.470000 sec): 3 clusters
  Score: Raw -103706.445996 + Penalty 2233.778246 = -101472.667750
  nChanged 3
		SP:Iteration 16Q (26214.640000 sec): 3 clusters
  Score: Raw -103710.352580 + Penalty 2233.778246 = -101476.574334
  nChanged 7
		SP:Iteration 17Q (26214.860000 sec): 3 clusters
  Score: Raw -103719.587431 + Penalty 2233.778246 = -101485.809185
  nChanged 6
		SP:Iteration 18Q (26214.990000 sec): 3 clusters
  Score: Raw -103724.082847 + Penalty 2233.778246 = -101490.304601
  nChanged 6
		SP:Iteration 19Q (26215.110000 sec): 3 clusters
  Score: Raw -103727.837909 + Penalty 2233.778246 = -101494.059663
  nChanged 2
		SP:Iteration 20F (26215.270000 sec): 3 clusters
  Score: Raw -103728.681625 + Penalty 2233.778246 = -101494.903379
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26215.500000 sec): 2 clusters
  Score: Raw -2179184.478033 + Penalty 1607.066849 = -2177577.411184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26215.780000 sec): 3 clusters
  Score: Raw -2167435.112828 + Penalty 3214.133697 = -2164220.979130
  nChanged 8835
		SP:Iteration 1F (26216.060000 sec): 3 clusters
  Score: Raw -2172274.679955 + Penalty 3214.133697 = -2169060.546257
  nChanged 1032
		SP:Iteration 2F (26216.350000 sec): 3 clusters
  Score: Raw -2172679.568169 + Penalty 3214.133697 = -2169465.434472
  nChanged 973
		SP:Iteration 3Q (26216.640000 sec): 3 clusters
  Score: Raw -2173042.143188 + Penalty 3214.133697 = -2169828.009490
  nChanged 899
		SP:Iteration 4Q (26216.920000 sec): 3 clusters
  Score: Raw -2173444.089246 + Penalty 3214.133697 = -2170229.955549
  nChanged 929
		SP:Iteration 5Q (26217.220000 sec): 3 clusters
  Score: Raw -2173867.060165 + Penalty 3214.133697 = -2170652.926468
  nChanged 905
		SP:Iteration 6Q (26217.490000 sec): 3 clusters
  Score: Raw -2174284.106470 + Penalty 3214.133697 = -2171069.972772
  nChanged 862
		SP:Iteration 7Q (26217.760000 sec): 3 clusters
  Score: Raw -2174693.954927 + Penalty 3214.133697 = -2171479.821229
  nChanged 853
		SP:Iteration 8Q (26218.060000 sec): 3 clusters
  Score: Raw -2175152.783361 + Penalty 3214.133697 = -2171938.649663
  nChanged 864
		SP:Iteration 9Q (26218.360000 sec): 3 clusters
  Score: Raw -2175629.521903 + Penalty 3214.133697 = -2172415.388206
  nChanged 828
		SP:Iteration 10Q (26218.660000 sec): 3 clusters
  Score: Raw -2176134.184419 + Penalty 3214.133697 = -2172920.050722
  nChanged 761
		SP:Iteration 11Q (26218.960000 sec): 3 clusters
  Score: Raw -2176643.790336 + Penalty 3214.133697 = -2173429.656639
  nChanged 707
		SP:Iteration 12Q (26219.270000 sec): 3 clusters
  Score: Raw -2177134.154428 + Penalty 3214.133697 = -2173920.020731
  nChanged 607
		SP:Iteration 13Q (26219.520000 sec): 3 clusters
  Score: Raw -2177560.251294 + Penalty 3214.133697 = -2174346.117597
  nChanged 514
		SP:Iteration 14Q (26219.830000 sec): 3 clusters
  Score: Raw -2177895.101879 + Penalty 3214.133697 = -2174680.968182
  nChanged 443
		SP:Iteration 15Q (26220.140000 sec): 3 clusters
  Score: Raw -2178166.480413 + Penalty 3214.133697 = -2174952.346716
  nChanged 387
		SP:Iteration 16Q (26220.430000 sec): 3 clusters
  Score: Raw -2178399.245339 + Penalty 3214.133697 = -2175185.111641
  nChanged 312
		SP:Iteration 17Q (26220.720000 sec): 3 clusters
  Score: Raw -2178590.964875 + Penalty 3214.133697 = -2175376.831178
  nChanged 281
		SP:Iteration 18Q (26221.010000 sec): 3 clusters
  Score: Raw -2178751.700203 + Penalty 3214.133697 = -2175537.566506
  nChanged 237
		SP:Iteration 19Q (26221.270000 sec): 3 clusters
  Score: Raw -2178872.092153 + Penalty 3214.133697 = -2175657.958456
  nChanged 203
		SP:Iteration 20F (26221.570000 sec): 3 clusters
  Score: Raw -2178984.852876 + Penalty 3214.133697 = -2175770.719179
  nChanged 191
		SP:Iteration 21Q (26221.840000 sec): 3 clusters
  Score: Raw -2179089.508778 + Penalty 3214.133697 = -2175875.375080
  nChanged 160
		SP:Iteration 22Q (26222.100000 sec): 3 clusters
  Score: Raw -2179167.213327 + Penalty 3214.133697 = -2175953.079629
  nChanged 131
		SP:Iteration 23Q (26222.340000 sec): 3 clusters
  Score: Raw -2179224.028069 + Penalty 3214.133697 = -2176009.894372
  nChanged 120
		SP:Iteration 24Q (26222.640000 sec): 3 clusters
  Score: Raw -2179277.860137 + Penalty 3214.133697 = -2176063.726440
  nChanged 102
		SP:Iteration 25Q (26222.940000 sec): 3 clusters
  Score: Raw -2179319.932017 + Penalty 3214.133697 = -2176105.798319
  nChanged 93
		SP:Iteration 26Q (26223.260000 sec): 3 clusters
  Score: Raw -2179352.489827 + Penalty 3214.133697 = -2176138.356129
  nChanged 66
		SP:Iteration 27Q (26223.510000 sec): 3 clusters
  Score: Raw -2179375.112317 + Penalty 3214.133697 = -2176160.978619
  nChanged 57
		SP:Iteration 28Q (26223.810000 sec): 3 clusters
  Score: Raw -2179393.321797 + Penalty 3214.133697 = -2176179.188099
  nChanged 53
		SP:Iteration 29Q (26224.070000 sec): 3 clusters
  Score: Raw -2179407.107205 + Penalty 3214.133697 = -2176192.973508
  nChanged 51
		SP:Iteration 30Q (26224.330000 sec): 3 clusters
  Score: Raw -2179425.899155 + Penalty 3214.133697 = -2176211.765458
  nChanged 53
		SP:Iteration 31Q (26224.620000 sec): 3 clusters
  Score: Raw -2179442.062449 + Penalty 3214.133697 = -2176227.928751
  nChanged 35
		SP:Iteration 32Q (26224.930000 sec): 3 clusters
  Score: Raw -2179451.939199 + Penalty 3214.133697 = -2176237.805501
  nChanged 28
		SP:Iteration 33Q (26225.180000 sec): 3 clusters
  Score: Raw -2179458.666498 + Penalty 3214.133697 = -2176244.532801
  nChanged 21
		SP:Iteration 34Q (26225.430000 sec): 3 clusters
  Score: Raw -2179463.480732 + Penalty 3214.133697 = -2176249.347035
  nChanged 21
		SP:Iteration 35Q (26225.680000 sec): 3 clusters
  Score: Raw -2179468.653847 + Penalty 3214.133697 = -2176254.520150
  nChanged 15
		SP:Iteration 36Q (26226.000000 sec): 3 clusters
  Score: Raw -2179472.251844 + Penalty 3214.133697 = -2176258.118146
  nChanged 10
		SP:Iteration 37Q (26226.240000 sec): 3 clusters
  Score: Raw -2179473.962321 + Penalty 3214.133697 = -2176259.828624
  nChanged 13
		SP:Iteration 38Q (26226.510000 sec): 3 clusters
  Score: Raw -2179476.150058 + Penalty 3214.133697 = -2176262.016361
  nChanged 7
		SP:Iteration 39Q (26226.830000 sec): 3 clusters
  Score: Raw -2179478.356323 + Penalty 3214.133697 = -2176264.222626
  nChanged 11
		SP:Iteration 40F (26227.080000 sec): 3 clusters
  Score: Raw -2179481.414444 + Penalty 3214.133697 = -2176267.280747
  nChanged 17
		SP:Iteration 41Q (26227.400000 sec): 3 clusters
  Score: Raw -2179485.210462 + Penalty 3214.133697 = -2176271.076764
  nChanged 10
		SP:Iteration 42Q (26227.690000 sec): 3 clusters
  Score: Raw -2179487.396744 + Penalty 3214.133697 = -2176273.263047
  nChanged 16
		SP:Iteration 43Q (26227.990000 sec): 3 clusters
  Score: Raw -2179491.360493 + Penalty 3214.133697 = -2176277.226796
  nChanged 14
		SP:Iteration 44Q (26228.240000 sec): 3 clusters
  Score: Raw -2179495.148612 + Penalty 3214.133697 = -2176281.014914
  nChanged 15
		SP:Iteration 45Q (26228.530000 sec): 3 clusters
  Score: Raw -2179498.649130 + Penalty 3214.133697 = -2176284.515433
  nChanged 12
		SP:Iteration 46Q (26228.790000 sec): 3 clusters
  Score: Raw -2179500.417001 + Penalty 3214.133697 = -2176286.283304
  nChanged 9
		SP:Iteration 47Q (26229.120000 sec): 3 clusters
  Score: Raw -2179503.132861 + Penalty 3214.133697 = -2176288.999163
  nChanged 9
		SP:Iteration 48Q (26229.400000 sec): 3 clusters
  Score: Raw -2179505.412393 + Penalty 3214.133697 = -2176291.278695
  nChanged 9
		SP:Iteration 49Q (26229.680000 sec): 3 clusters
  Score: Raw -2179506.818217 + Penalty 3214.133697 = -2176292.684520
  nChanged 8
		SP:Iteration 50Q (26230.000000 sec): 3 clusters
  Score: Raw -2179508.177371 + Penalty 3214.133697 = -2176294.043673
  nChanged 4
		SP:Iteration 51Q (26230.230000 sec): 3 clusters
  Score: Raw -2179509.253162 + Penalty 3214.133697 = -2176295.119464
  nChanged 7
		SP:Iteration 52Q (26230.510000 sec): 3 clusters
  Score: Raw -2179510.137546 + Penalty 3214.133697 = -2176296.003849
  nChanged 2
		SP:Iteration 53Q (26230.810000 sec): 3 clusters
  Score: Raw -2179510.499088 + Penalty 3214.133697 = -2176296.365391
  nChanged 4
		SP:Iteration 54Q (26231.110000 sec): 3 clusters
  Score: Raw -2179511.083792 + Penalty 3214.133697 = -2176296.950095
  nChanged 3
		SP:Iteration 55Q (26231.440000 sec): 3 clusters
  Score: Raw -2179511.675845 + Penalty 3214.133697 = -2176297.542148
  nChanged 1
		SP:Iteration 56Q (26231.700000 sec): 3 clusters
  Score: Raw -2179511.807767 + Penalty 3214.133697 = -2176297.674070
  nChanged 0
		SP:Iteration 57F (26231.980000 sec): 3 clusters
  Score: Raw -2179511.807767 + Penalty 3214.133697 = -2176297.674070
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26232.120000 sec): 2 clusters
  Score: Raw -388680.089657 + Penalty 1328.846321 = -387351.243336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26232.330000 sec): 3 clusters
  Score: Raw -386876.853532 + Penalty 2657.692643 = -384219.160889
  nChanged 1371
		SP:Iteration 1F (26232.500000 sec): 3 clusters
  Score: Raw -387639.289877 + Penalty 2657.692643 = -384981.597234
  nChanged 276
		SP:Iteration 2F (26232.710000 sec): 3 clusters
  Score: Raw -387829.082624 + Penalty 2657.692643 = -385171.389981
  nChanged 215
		SP:Iteration 3F (26232.840000 sec): 3 clusters
  Score: Raw -387993.372254 + Penalty 2657.692643 = -385335.679611
  nChanged 174
		SP:Iteration 4Q (26232.980000 sec): 3 clusters
  Score: Raw -388118.657552 + Penalty 2657.692643 = -385460.964909
  nChanged 150
		SP:Iteration 5Q (26233.130000 sec): 3 clusters
  Score: Raw -388219.414260 + Penalty 2657.692643 = -385561.721617
  nChanged 134
		SP:Iteration 6Q (26233.240000 sec): 3 clusters
  Score: Raw -388293.753292 + Penalty 2657.692643 = -385636.060649
  nChanged 89
		SP:Iteration 7Q (26233.340000 sec): 3 clusters
  Score: Raw -388346.265293 + Penalty 2657.692643 = -385688.572650
  nChanged 83
		SP:Iteration 8Q (26233.490000 sec): 3 clusters
  Score: Raw -388391.460631 + Penalty 2657.692643 = -385733.767989
  nChanged 73
		SP:Iteration 9Q (26233.630000 sec): 3 clusters
  Score: Raw -388427.267712 + Penalty 2657.692643 = -385769.575069
  nChanged 79
		SP:Iteration 10Q (26233.750000 sec): 3 clusters
  Score: Raw -388470.223670 + Penalty 2657.692643 = -385812.531027
  nChanged 65
		SP:Iteration 11Q (26233.860000 sec): 3 clusters
  Score: Raw -388507.764731 + Penalty 2657.692643 = -385850.072089
  nChanged 74
		SP:Iteration 12Q (26233.990000 sec): 3 clusters
  Score: Raw -388545.062192 + Penalty 2657.692643 = -385887.369550
  nChanged 73
		SP:Iteration 13Q (26234.080000 sec): 3 clusters
  Score: Raw -388583.166318 + Penalty 2657.692643 = -385925.473675
  nChanged 68
		SP:Iteration 14Q (26234.230000 sec): 3 clusters
  Score: Raw -388617.913115 + Penalty 2657.692643 = -385960.220472
  nChanged 63
		SP:Iteration 15Q (26234.370000 sec): 3 clusters
  Score: Raw -388650.282254 + Penalty 2657.692643 = -385992.589612
  nChanged 66
		SP:Iteration 16Q (26234.510000 sec): 3 clusters
  Score: Raw -388687.633118 + Penalty 2657.692643 = -386029.940476
  nChanged 50
		SP:Iteration 17Q (26234.610000 sec): 3 clusters
  Score: Raw -388717.057709 + Penalty 2657.692643 = -386059.365067
  nChanged 37
		SP:Iteration 18Q (26234.750000 sec): 3 clusters
  Score: Raw -388743.184224 + Penalty 2657.692643 = -386085.491581
  nChanged 36
		SP:Iteration 19Q (26234.930000 sec): 3 clusters
  Score: Raw -388767.385833 + Penalty 2657.692643 = -386109.693190
  nChanged 33
		SP:Iteration 20F (26235.050000 sec): 3 clusters
  Score: Raw -388789.690639 + Penalty 2657.692643 = -386131.997996
  nChanged 20
		SP:Iteration 21Q (26235.190000 sec): 3 clusters
  Score: Raw -388804.269125 + Penalty 2657.692643 = -386146.576482
  nChanged 15
		SP:Iteration 22Q (26235.330000 sec): 3 clusters
  Score: Raw -388817.431771 + Penalty 2657.692643 = -386159.739129
  nChanged 9
		SP:Iteration 23Q (26235.470000 sec): 3 clusters
  Score: Raw -388823.029106 + Penalty 2657.692643 = -386165.336463
  nChanged 7
		SP:Iteration 24Q (26235.650000 sec): 3 clusters
  Score: Raw -388827.706270 + Penalty 2657.692643 = -386170.013627
  nChanged 5
		SP:Iteration 25Q (26235.810000 sec): 3 clusters
  Score: Raw -388830.838054 + Penalty 2657.692643 = -386173.145412
  nChanged 2
		SP:Iteration 26Q (26236.020000 sec): 3 clusters
  Score: Raw -388832.612150 + Penalty 2657.692643 = -386174.919507
  nChanged 4
		SP:Iteration 27Q (26236.150000 sec): 3 clusters
  Score: Raw -388835.552733 + Penalty 2657.692643 = -386177.860090
  nChanged 2
		SP:Iteration 28Q (26236.280000 sec): 3 clusters
  Score: Raw -388836.479448 + Penalty 2657.692643 = -386178.786806
  nChanged 2
		SP:Iteration 29Q (26236.390000 sec): 3 clusters
  Score: Raw -388837.445919 + Penalty 2657.692643 = -386179.753276
  nChanged 1
		SP:Iteration 30Q (26236.510000 sec): 3 clusters
  Score: Raw -388838.782428 + Penalty 2657.692643 = -386181.089785
  nChanged 3
		SP:Iteration 31Q (26236.610000 sec): 3 clusters
  Score: Raw -388840.628770 + Penalty 2657.692643 = -386182.936127
  nChanged 3
		SP:Iteration 32Q (26236.710000 sec): 3 clusters
  Score: Raw -388842.781922 + Penalty 2657.692643 = -386185.089279
  nChanged 2
		SP:Iteration 33Q (26236.800000 sec): 3 clusters
  Score: Raw -388844.110500 + Penalty 2657.692643 = -386186.417857
  nChanged 3
		SP:Iteration 34Q (26236.950000 sec): 3 clusters
  Score: Raw -388845.070126 + Penalty 2657.692643 = -386187.377483
  nChanged 2
		SP:Iteration 35Q (26237.040000 sec): 3 clusters
  Score: Raw -388845.657532 + Penalty 2657.692643 = -386187.964889
  nChanged 3
		SP:Iteration 36Q (26237.180000 sec): 3 clusters
  Score: Raw -388848.157480 + Penalty 2657.692643 = -386190.464838
  nChanged 8
		SP:Iteration 37Q (26237.360000 sec): 3 clusters
  Score: Raw -388853.543726 + Penalty 2657.692643 = -386195.851083
  nChanged 5
		SP:Iteration 38Q (26237.540000 sec): 3 clusters
  Score: Raw -388856.444087 + Penalty 2657.692643 = -386198.751444
  nChanged 2
		SP:Iteration 39Q (26237.710000 sec): 3 clusters
  Score: Raw -388857.167580 + Penalty 2657.692643 = -386199.474937
  nChanged 1
		SP:Iteration 40F (26237.880000 sec): 3 clusters
  Score: Raw -388857.876362 + Penalty 2657.692643 = -386200.183719
  nChanged 2
		SP:Iteration 41Q (26238.030000 sec): 3 clusters
  Score: Raw -388858.690170 + Penalty 2657.692643 = -386200.997527
  nChanged 3
		SP:Iteration 42Q (26238.170000 sec): 3 clusters
  Score: Raw -388859.544729 + Penalty 2657.692643 = -386201.852086
  nChanged 2
		SP:Iteration 43Q (26238.310000 sec): 3 clusters
  Score: Raw -388860.623613 + Penalty 2657.692643 = -386202.930970
  nChanged 1
		SP:Iteration 44Q (26238.440000 sec): 3 clusters
  Score: Raw -388860.900110 + Penalty 2657.692643 = -386203.207467
  nChanged 0
		SP:Iteration 45F (26238.580000 sec): 3 clusters
  Score: Raw -388860.900110 + Penalty 2657.692643 = -386203.207467
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26238.670000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26238.850000 sec): 3 clusters
  Score: Raw -20661.434634 + Penalty 1729.978243 = -18931.456391
  nChanged 34
		SP:Iteration 1F (26239.030000 sec): 3 clusters
  Score: Raw -20774.365774 + Penalty 1729.978243 = -19044.387531
  nChanged 15
		SP:Iteration 2F (26239.170000 sec): 3 clusters
  Score: Raw -20860.719413 + Penalty 1729.978243 = -19130.741170
  nChanged 7
		SP:Iteration 3Q (26239.370000 sec): 3 clusters
  Score: Raw -20904.380433 + Penalty 1729.978243 = -19174.402189
  nChanged 1
		SP:Iteration 4Q (26239.530000 sec): 3 clusters
  Score: Raw -20908.040239 + Penalty 1729.978243 = -19178.061996
  nChanged 4
		SP:Iteration 5Q (26239.690000 sec): 3 clusters
  Score: Raw -20939.642960 + Penalty 1729.978243 = -19209.664717
  nChanged 1
		SP:Iteration 6Q (26239.890000 sec): 3 clusters
  Score: Raw -20941.145398 + Penalty 1729.978243 = -19211.167155
  nChanged 1
		SP:Iteration 7Q (26240.050000 sec): 3 clusters
  Score: Raw -20943.566886 + Penalty 1729.978243 = -19213.588643
  nChanged 1
		SP:Iteration 8Q (26240.170000 sec): 3 clusters
  Score: Raw -20947.899037 + Penalty 1729.978243 = -19217.920794
  nChanged 1
		SP:Iteration 9Q (26240.340000 sec): 3 clusters
  Score: Raw -20953.899087 + Penalty 1729.978243 = -19223.920844
  nChanged 0
		SP:Iteration 10F (26240.500000 sec): 3 clusters
  Score: Raw -20953.899087 + Penalty 1729.978243 = -19223.920844
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26240.630000 sec): 2 clusters
  Score: Raw -726536.093177 + Penalty 1428.443462 = -725107.649715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26240.810000 sec): 3 clusters
  Score: Raw -723017.568855 + Penalty 2856.886925 = -720160.681931
  nChanged 2700
		SP:Iteration 1F (26240.970000 sec): 3 clusters
  Score: Raw -724482.179441 + Penalty 2856.886925 = -721625.292516
  nChanged 437
		SP:Iteration 2F (26241.160000 sec): 3 clusters
  Score: Raw -724715.333053 + Penalty 2856.886925 = -721858.446128
  nChanged 343
		SP:Iteration 3F (26241.350000 sec): 3 clusters
  Score: Raw -724884.066277 + Penalty 2856.886925 = -722027.179352
  nChanged 299
		SP:Iteration 4Q (26241.560000 sec): 3 clusters
  Score: Raw -725064.253502 + Penalty 2856.886925 = -722207.366578
  nChanged 284
		SP:Iteration 5Q (26241.740000 sec): 3 clusters
  Score: Raw -725250.359235 + Penalty 2856.886925 = -722393.472310
  nChanged 278
		SP:Iteration 6Q (26241.970000 sec): 3 clusters
  Score: Raw -725414.512396 + Penalty 2856.886925 = -722557.625471
  nChanged 246
		SP:Iteration 7Q (26242.160000 sec): 3 clusters
  Score: Raw -725567.093799 + Penalty 2856.886925 = -722710.206874
  nChanged 234
		SP:Iteration 8Q (26242.370000 sec): 3 clusters
  Score: Raw -725717.627251 + Penalty 2856.886925 = -722860.740326
  nChanged 223
		SP:Iteration 9Q (26242.550000 sec): 3 clusters
  Score: Raw -725865.315175 + Penalty 2856.886925 = -723008.428250
  nChanged 187
		SP:Iteration 10Q (26242.730000 sec): 3 clusters
  Score: Raw -725997.019575 + Penalty 2856.886925 = -723140.132650
  nChanged 175
		SP:Iteration 11Q (26242.960000 sec): 3 clusters
  Score: Raw -726116.519402 + Penalty 2856.886925 = -723259.632477
  nChanged 152
		SP:Iteration 12Q (26243.160000 sec): 3 clusters
  Score: Raw -726213.478723 + Penalty 2856.886925 = -723356.591798
  nChanged 129
		SP:Iteration 13Q (26243.370000 sec): 3 clusters
  Score: Raw -726298.515137 + Penalty 2856.886925 = -723441.628212
  nChanged 103
		SP:Iteration 14Q (26243.530000 sec): 3 clusters
  Score: Raw -726375.448848 + Penalty 2856.886925 = -723518.561924
  nChanged 91
		SP:Iteration 15Q (26243.720000 sec): 3 clusters
  Score: Raw -726444.145776 + Penalty 2856.886925 = -723587.258851
  nChanged 68
		SP:Iteration 16Q (26243.930000 sec): 3 clusters
  Score: Raw -726495.759705 + Penalty 2856.886925 = -723638.872780
  nChanged 55
		SP:Iteration 17Q (26244.110000 sec): 3 clusters
  Score: Raw -726539.390631 + Penalty 2856.886925 = -723682.503706
  nChanged 40
		SP:Iteration 18Q (26244.290000 sec): 3 clusters
  Score: Raw -726575.053318 + Penalty 2856.886925 = -723718.166394
  nChanged 34
		SP:Iteration 19Q (26244.470000 sec): 3 clusters
  Score: Raw -726603.223017 + Penalty 2856.886925 = -723746.336092
  nChanged 26
		SP:Iteration 20F (26244.660000 sec): 3 clusters
  Score: Raw -726621.147432 + Penalty 2856.886925 = -723764.260507
  nChanged 14
		SP:Iteration 21Q (26244.820000 sec): 3 clusters
  Score: Raw -726633.591060 + Penalty 2856.886925 = -723776.704135
  nChanged 18
		SP:Iteration 22Q (26244.970000 sec): 3 clusters
  Score: Raw -726644.450406 + Penalty 2856.886925 = -723787.563481
  nChanged 12
		SP:Iteration 23Q (26245.190000 sec): 3 clusters
  Score: Raw -726654.791866 + Penalty 2856.886925 = -723797.904941
  nChanged 11
		SP:Iteration 24Q (26245.330000 sec): 3 clusters
  Score: Raw -726664.376028 + Penalty 2856.886925 = -723807.489104
  nChanged 9
		SP:Iteration 25Q (26245.490000 sec): 3 clusters
  Score: Raw -726669.822882 + Penalty 2856.886925 = -723812.935957
  nChanged 14
		SP:Iteration 26Q (26245.700000 sec): 3 clusters
  Score: Raw -726679.597198 + Penalty 2856.886925 = -723822.710273
  nChanged 7
		SP:Iteration 27Q (26245.920000 sec): 3 clusters
  Score: Raw -726686.869595 + Penalty 2856.886925 = -723829.982670
  nChanged 5
		SP:Iteration 28Q (26246.130000 sec): 3 clusters
  Score: Raw -726689.894107 + Penalty 2856.886925 = -723833.007182
  nChanged 3
		SP:Iteration 29Q (26246.290000 sec): 3 clusters
  Score: Raw -726694.101441 + Penalty 2856.886925 = -723837.214516
  nChanged 6
		SP:Iteration 30Q (26246.470000 sec): 3 clusters
  Score: Raw -726698.439428 + Penalty 2856.886925 = -723841.552503
  nChanged 5
		SP:Iteration 31Q (26246.630000 sec): 3 clusters
  Score: Raw -726703.086670 + Penalty 2856.886925 = -723846.199745
  nChanged 7
		SP:Iteration 32Q (26246.810000 sec): 3 clusters
  Score: Raw -726708.670767 + Penalty 2856.886925 = -723851.783842
  nChanged 3
		SP:Iteration 33Q (26246.980000 sec): 3 clusters
  Score: Raw -726711.071142 + Penalty 2856.886925 = -723854.184217
  nChanged 2
		SP:Iteration 34Q (26247.170000 sec): 3 clusters
  Score: Raw -726711.654974 + Penalty 2856.886925 = -723854.768049
  nChanged 0
		SP:Iteration 35F (26247.390000 sec): 3 clusters
  Score: Raw -726711.654974 + Penalty 2856.886925 = -723854.768049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26247.460000 sec): 2 clusters
  Score: Raw -243778.531269 + Penalty 1273.730789 = -242504.800480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26247.640000 sec): 3 clusters
  Score: Raw -242619.156923 + Penalty 2547.461578 = -240071.695345
  nChanged 954
		SP:Iteration 1F (26247.820000 sec): 3 clusters
  Score: Raw -243281.405737 + Penalty 2547.461578 = -240733.944159
  nChanged 227
		SP:Iteration 2F (26247.990000 sec): 3 clusters
  Score: Raw -243478.428269 + Penalty 2547.461578 = -240930.966691
  nChanged 162
		SP:Iteration 3F (26248.150000 sec): 3 clusters
  Score: Raw -243637.480265 + Penalty 2547.461578 = -241090.018687
  nChanged 135
		SP:Iteration 4F (26248.310000 sec): 3 clusters
  Score: Raw -243752.213888 + Penalty 2547.461578 = -241204.752311
  nChanged 109
		SP:Iteration 5Q (26248.520000 sec): 3 clusters
  Score: Raw -243835.407992 + Penalty 2547.461578 = -241287.946415
  nChanged 85
		SP:Iteration 6Q (26248.720000 sec): 3 clusters
  Score: Raw -243904.954419 + Penalty 2547.461578 = -241357.492841
  nChanged 72
		SP:Iteration 7Q (26248.870000 sec): 3 clusters
  Score: Raw -243978.449547 + Penalty 2547.461578 = -241430.987970
  nChanged 77
		SP:Iteration 8Q (26249.070000 sec): 3 clusters
  Score: Raw -244042.986471 + Penalty 2547.461578 = -241495.524893
  nChanged 54
		SP:Iteration 9Q (26249.190000 sec): 3 clusters
  Score: Raw -244079.770351 + Penalty 2547.461578 = -241532.308773
  nChanged 39
		SP:Iteration 10Q (26249.310000 sec): 3 clusters
  Score: Raw -244106.053316 + Penalty 2547.461578 = -241558.591738
  nChanged 34
		SP:Iteration 11Q (26249.470000 sec): 3 clusters
  Score: Raw -244130.386316 + Penalty 2547.461578 = -241582.924738
  nChanged 29
		SP:Iteration 12Q (26249.610000 sec): 3 clusters
  Score: Raw -244150.160811 + Penalty 2547.461578 = -241602.699233
  nChanged 31
		SP:Iteration 13Q (26249.770000 sec): 3 clusters
  Score: Raw -244164.726573 + Penalty 2547.461578 = -241617.264995
  nChanged 23
		SP:Iteration 14Q (26249.890000 sec): 3 clusters
  Score: Raw -244178.729427 + Penalty 2547.461578 = -241631.267850
  nChanged 22
		SP:Iteration 15Q (26249.980000 sec): 3 clusters
  Score: Raw -244197.639286 + Penalty 2547.461578 = -241650.177709
  nChanged 24
		SP:Iteration 16Q (26250.140000 sec): 3 clusters
  Score: Raw -244210.892674 + Penalty 2547.461578 = -241663.431097
  nChanged 14
		SP:Iteration 17Q (26250.230000 sec): 3 clusters
  Score: Raw -244216.897288 + Penalty 2547.461578 = -241669.435711
  nChanged 11
		SP:Iteration 18Q (26250.390000 sec): 3 clusters
  Score: Raw -244223.205262 + Penalty 2547.461578 = -241675.743684
  nChanged 12
		SP:Iteration 19Q (26250.510000 sec): 3 clusters
  Score: Raw -244229.738987 + Penalty 2547.461578 = -241682.277410
  nChanged 13
		SP:Iteration 20F (26250.650000 sec): 3 clusters
  Score: Raw -244233.285833 + Penalty 2547.461578 = -241685.824256
  nChanged 16
		SP:Iteration 21Q (26250.810000 sec): 3 clusters
  Score: Raw -244240.050324 + Penalty 2547.461578 = -241692.588747
  nChanged 9
		SP:Iteration 22Q (26250.960000 sec): 3 clusters
  Score: Raw -244243.592883 + Penalty 2547.461578 = -241696.131305
  nChanged 9
		SP:Iteration 23Q (26251.070000 sec): 3 clusters
  Score: Raw -244246.235444 + Penalty 2547.461578 = -241698.773867
  nChanged 5
		SP:Iteration 24Q (26251.200000 sec): 3 clusters
  Score: Raw -244247.877162 + Penalty 2547.461578 = -241700.415585
  nChanged 3
		SP:Iteration 25Q (26251.300000 sec): 3 clusters
  Score: Raw -244248.745720 + Penalty 2547.461578 = -241701.284143
  nChanged 2
		SP:Iteration 26Q (26251.460000 sec): 3 clusters
  Score: Raw -244249.355287 + Penalty 2547.461578 = -241701.893709
  nChanged 2
		SP:Iteration 27Q (26251.540000 sec): 3 clusters
  Score: Raw -244250.081744 + Penalty 2547.461578 = -241702.620167
  nChanged 4
		SP:Iteration 28Q (26251.700000 sec): 3 clusters
  Score: Raw -244250.974902 + Penalty 2547.461578 = -241703.513324
  nChanged 1
		SP:Iteration 29Q (26251.870000 sec): 3 clusters
  Score: Raw -244251.754310 + Penalty 2547.461578 = -241704.292732
  nChanged 1
		SP:Iteration 30Q (26252.040000 sec): 3 clusters
  Score: Raw -244252.120895 + Penalty 2547.461578 = -241704.659317
  nChanged 1
		SP:Iteration 31Q (26252.190000 sec): 3 clusters
  Score: Raw -244252.300185 + Penalty 2547.461578 = -241704.838608
  nChanged 0
		SP:Iteration 32F (26252.400000 sec): 3 clusters
  Score: Raw -244252.300185 + Penalty 2547.461578 = -241704.838608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26252.470000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26252.650000 sec): 3 clusters
  Score: Raw -24393.089022 + Penalty 1786.579673 = -22606.509349
  nChanged 37
		SP:Iteration 1F (26252.780000 sec): 3 clusters
  Score: Raw -24477.248928 + Penalty 1786.579673 = -22690.669254
  nChanged 13
		SP:Iteration 2F (26252.930000 sec): 3 clusters
  Score: Raw -24517.029815 + Penalty 1786.579673 = -22730.450142
  nChanged 9
		SP:Iteration 3Q (26253.080000 sec): 3 clusters
  Score: Raw -24544.099517 + Penalty 1786.579673 = -22757.519844
  nChanged 5
		SP:Iteration 4Q (26253.220000 sec): 3 clusters
  Score: Raw -24556.068782 + Penalty 1786.579673 = -22769.489109
  nChanged 5
		SP:Iteration 5Q (26253.370000 sec): 3 clusters
  Score: Raw -24569.931354 + Penalty 1786.579673 = -22783.351681
  nChanged 1
		SP:Iteration 6Q (26253.540000 sec): 3 clusters
  Score: Raw -24571.688677 + Penalty 1786.579673 = -22785.109004
  nChanged 1
		SP:Iteration 7Q (26253.760000 sec): 3 clusters
  Score: Raw -24574.933108 + Penalty 1786.579673 = -22788.353435
  nChanged 1
		SP:Iteration 8Q (26253.910000 sec): 3 clusters
  Score: Raw -24577.496576 + Penalty 1786.579673 = -22790.916903
  nChanged 2
		SP:Iteration 9Q (26254.050000 sec): 3 clusters
  Score: Raw -24580.927016 + Penalty 1786.579673 = -22794.347343
  nChanged 1
		SP:Iteration 10Q (26254.230000 sec): 3 clusters
  Score: Raw -24583.095107 + Penalty 1786.579673 = -22796.515434
  nChanged 0
		SP:Iteration 11F (26254.350000 sec): 3 clusters
  Score: Raw -24583.095107 + Penalty 1786.579673 = -22796.515434
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26254.460000 sec): 2 clusters
  Score: Raw -299116.988829 + Penalty 1285.709244 = -297831.279585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26254.620000 sec): 3 clusters
  Score: Raw -297875.688200 + Penalty 2571.418489 = -295304.269711
  nChanged 1035
		SP:Iteration 1F (26254.800000 sec): 3 clusters
  Score: Raw -298441.616953 + Penalty 2571.418489 = -295870.198464
  nChanged 197
		SP:Iteration 2F (26254.970000 sec): 3 clusters
  Score: Raw -298548.124816 + Penalty 2571.418489 = -295976.706327
  nChanged 114
		SP:Iteration 3Q (26255.140000 sec): 3 clusters
  Score: Raw -298614.066277 + Penalty 2571.418489 = -296042.647788
  nChanged 74
		SP:Iteration 4Q (26255.340000 sec): 3 clusters
  Score: Raw -298654.146039 + Penalty 2571.418489 = -296082.727550
  nChanged 73
		SP:Iteration 5Q (26255.490000 sec): 3 clusters
  Score: Raw -298690.208986 + Penalty 2571.418489 = -296118.790498
  nChanged 76
		SP:Iteration 6Q (26255.690000 sec): 3 clusters
  Score: Raw -298729.362059 + Penalty 2571.418489 = -296157.943571
  nChanged 65
		SP:Iteration 7Q (26255.840000 sec): 3 clusters
  Score: Raw -298761.898130 + Penalty 2571.418489 = -296190.479641
  nChanged 54
		SP:Iteration 8Q (26256.000000 sec): 3 clusters
  Score: Raw -298791.659400 + Penalty 2571.418489 = -296220.240911
  nChanged 55
		SP:Iteration 9Q (26256.130000 sec): 3 clusters
  Score: Raw -298822.895315 + Penalty 2571.418489 = -296251.476826
  nChanged 53
		SP:Iteration 10Q (26256.260000 sec): 3 clusters
  Score: Raw -298850.967093 + Penalty 2571.418489 = -296279.548604
  nChanged 56
		SP:Iteration 11Q (26256.380000 sec): 3 clusters
  Score: Raw -298879.637067 + Penalty 2571.418489 = -296308.218578
  nChanged 61
		SP:Iteration 12Q (26256.480000 sec): 3 clusters
  Score: Raw -298911.442048 + Penalty 2571.418489 = -296340.023559
  nChanged 48
		SP:Iteration 13Q (26256.600000 sec): 3 clusters
  Score: Raw -298935.296452 + Penalty 2571.418489 = -296363.877964
  nChanged 49
		SP:Iteration 14Q (26256.780000 sec): 3 clusters
  Score: Raw -298960.364148 + Penalty 2571.418489 = -296388.945659
  nChanged 58
		SP:Iteration 15Q (26256.920000 sec): 3 clusters
  Score: Raw -298994.905244 + Penalty 2571.418489 = -296423.486756
  nChanged 47
		SP:Iteration 16Q (26257.080000 sec): 3 clusters
  Score: Raw -299027.211791 + Penalty 2571.418489 = -296455.793302
  nChanged 39
		SP:Iteration 17Q (26257.290000 sec): 3 clusters
  Score: Raw -299054.368134 + Penalty 2571.418489 = -296482.949646
  nChanged 39
		SP:Iteration 18Q (26257.470000 sec): 3 clusters
  Score: Raw -299077.728473 + Penalty 2571.418489 = -296506.309984
  nChanged 32
		SP:Iteration 19Q (26257.590000 sec): 3 clusters
  Score: Raw -299096.630480 + Penalty 2571.418489 = -296525.211991
  nChanged 37
		SP:Iteration 20F (26257.730000 sec): 3 clusters
  Score: Raw -299123.638352 + Penalty 2571.418489 = -296552.219863
  nChanged 34
		SP:Iteration 21Q (26257.830000 sec): 3 clusters
  Score: Raw -299151.146318 + Penalty 2571.418489 = -296579.727829
  nChanged 39
		SP:Iteration 22Q (26257.970000 sec): 3 clusters
  Score: Raw -299173.756564 + Penalty 2571.418489 = -296602.338075
  nChanged 29
		SP:Iteration 23Q (26258.110000 sec): 3 clusters
  Score: Raw -299189.184423 + Penalty 2571.418489 = -296617.765934
  nChanged 16
		SP:Iteration 24Q (26258.250000 sec): 3 clusters
  Score: Raw -299196.815191 + Penalty 2571.418489 = -296625.396703
  nChanged 18
		SP:Iteration 25Q (26258.390000 sec): 3 clusters
  Score: Raw -299205.908334 + Penalty 2571.418489 = -296634.489845
  nChanged 17
		SP:Iteration 26Q (26258.540000 sec): 3 clusters
  Score: Raw -299213.702554 + Penalty 2571.418489 = -296642.284066
  nChanged 12
		SP:Iteration 27Q (26258.700000 sec): 3 clusters
  Score: Raw -299220.399645 + Penalty 2571.418489 = -296648.981156
  nChanged 12
		SP:Iteration 28Q (26258.870000 sec): 3 clusters
  Score: Raw -299224.621987 + Penalty 2571.418489 = -296653.203499
  nChanged 6
		SP:Iteration 29Q (26259.070000 sec): 3 clusters
  Score: Raw -299227.874881 + Penalty 2571.418489 = -296656.456393
  nChanged 12
		SP:Iteration 30Q (26259.230000 sec): 3 clusters
  Score: Raw -299233.586536 + Penalty 2571.418489 = -296662.168047
  nChanged 10
		SP:Iteration 31Q (26259.390000 sec): 3 clusters
  Score: Raw -299237.686450 + Penalty 2571.418489 = -296666.267962
  nChanged 5
		SP:Iteration 32Q (26259.570000 sec): 3 clusters
  Score: Raw -299240.324263 + Penalty 2571.418489 = -296668.905775
  nChanged 6
		SP:Iteration 33Q (26259.770000 sec): 3 clusters
  Score: Raw -299242.594519 + Penalty 2571.418489 = -296671.176030
  nChanged 6
		SP:Iteration 34Q (26259.910000 sec): 3 clusters
  Score: Raw -299244.439832 + Penalty 2571.418489 = -296673.021344
  nChanged 5
		SP:Iteration 35Q (26260.060000 sec): 3 clusters
  Score: Raw -299245.806681 + Penalty 2571.418489 = -296674.388192
  nChanged 5
		SP:Iteration 36Q (26260.190000 sec): 3 clusters
  Score: Raw -299249.097558 + Penalty 2571.418489 = -296677.679069
  nChanged 4
		SP:Iteration 37Q (26260.280000 sec): 3 clusters
  Score: Raw -299251.038809 + Penalty 2571.418489 = -296679.620320
  nChanged 4
		SP:Iteration 38Q (26260.380000 sec): 3 clusters
  Score: Raw -299252.694940 + Penalty 2571.418489 = -296681.276451
  nChanged 2
		SP:Iteration 39Q (26260.500000 sec): 3 clusters
  Score: Raw -299253.311165 + Penalty 2571.418489 = -296681.892676
  nChanged 2
		SP:Iteration 40F (26260.650000 sec): 3 clusters
  Score: Raw -299253.604484 + Penalty 2571.418489 = -296682.185995
  nChanged 2
		SP:Iteration 41Q (26260.850000 sec): 3 clusters
  Score: Raw -299254.378267 + Penalty 2571.418489 = -296682.959778
  nChanged 4
		SP:Iteration 42Q (26261.050000 sec): 3 clusters
  Score: Raw -299255.763707 + Penalty 2571.418489 = -296684.345218
  nChanged 5
		SP:Iteration 43Q (26261.190000 sec): 3 clusters
  Score: Raw -299258.735602 + Penalty 2571.418489 = -296687.317113
  nChanged 6
		SP:Iteration 44Q (26261.300000 sec): 3 clusters
  Score: Raw -299262.670734 + Penalty 2571.418489 = -296691.252246
  nChanged 8
		SP:Iteration 45Q (26261.420000 sec): 3 clusters
  Score: Raw -299265.930465 + Penalty 2571.418489 = -296694.511976
  nChanged 5
		SP:Iteration 46Q (26261.520000 sec): 3 clusters
  Score: Raw -299267.823483 + Penalty 2571.418489 = -296696.404995
  nChanged 4
		SP:Iteration 47Q (26261.630000 sec): 3 clusters
  Score: Raw -299270.464164 + Penalty 2571.418489 = -296699.045676
  nChanged 9
		SP:Iteration 48Q (26261.760000 sec): 3 clusters
  Score: Raw -299274.322024 + Penalty 2571.418489 = -296702.903535
  nChanged 6
		SP:Iteration 49Q (26261.900000 sec): 3 clusters
  Score: Raw -299278.135347 + Penalty 2571.418489 = -296706.716858
  nChanged 10
		SP:Iteration 50Q (26261.990000 sec): 3 clusters
  Score: Raw -299282.787275 + Penalty 2571.418489 = -296711.368787
  nChanged 7
		SP:Iteration 51Q (26262.130000 sec): 3 clusters
  Score: Raw -299285.373694 + Penalty 2571.418489 = -296713.955205
  nChanged 6
		SP:Iteration 52Q (26262.250000 sec): 3 clusters
  Score: Raw -299287.966024 + Penalty 2571.418489 = -296716.547535
  nChanged 4
		SP:Iteration 53Q (26262.390000 sec): 3 clusters
  Score: Raw -299289.502774 + Penalty 2571.418489 = -296718.084286
  nChanged 5
		SP:Iteration 54Q (26262.490000 sec): 3 clusters
  Score: Raw -299292.925453 + Penalty 2571.418489 = -296721.506964
  nChanged 6
		SP:Iteration 55Q (26262.600000 sec): 3 clusters
  Score: Raw -299298.488214 + Penalty 2571.418489 = -296727.069725
  nChanged 9
		SP:Iteration 56Q (26262.700000 sec): 3 clusters
  Score: Raw -299302.731720 + Penalty 2571.418489 = -296731.313232
  nChanged 7
		SP:Iteration 57Q (26262.830000 sec): 3 clusters
  Score: Raw -299304.377690 + Penalty 2571.418489 = -296732.959201
  nChanged 2
		SP:Iteration 58Q (26262.970000 sec): 3 clusters
  Score: Raw -299304.810655 + Penalty 2571.418489 = -296733.392166
  nChanged 1
		SP:Iteration 59Q (26263.090000 sec): 3 clusters
  Score: Raw -299305.073644 + Penalty 2571.418489 = -296733.655155
  nChanged 0
		SP:Iteration 60F (26263.210000 sec): 3 clusters
  Score: Raw -299305.073644 + Penalty 2571.418489 = -296733.655155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (6642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26263.330000 sec): 2 clusters
  Score: Raw -702116.562898 + Penalty 1430.189865 = -700686.373032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26263.530000 sec): 3 clusters
  Score: Raw -698568.215541 + Penalty 2860.379731 = -695707.835810
  nChanged 2754
		SP:Iteration 1F (26263.650000 sec): 3 clusters
  Score: Raw -700115.890706 + Penalty 2860.379731 = -697255.510976
  nChanged 505
		SP:Iteration 2F (26263.830000 sec): 3 clusters
  Score: Raw -700387.424802 + Penalty 2860.379731 = -697527.045071
  nChanged 399
		SP:Iteration 3F (26264.030000 sec): 3 clusters
  Score: Raw -700600.444676 + Penalty 2860.379731 = -697740.064945
  nChanged 335
		SP:Iteration 4F (26264.220000 sec): 3 clusters
  Score: Raw -700782.155819 + Penalty 2860.379731 = -697921.776088
  nChanged 271
		SP:Iteration 5Q (26264.400000 sec): 3 clusters
  Score: Raw -700925.937435 + Penalty 2860.379731 = -698065.557704
  nChanged 241
		SP:Iteration 6Q (26264.590000 sec): 3 clusters
  Score: Raw -701051.640515 + Penalty 2860.379731 = -698191.260785
  nChanged 231
		SP:Iteration 7Q (26264.780000 sec): 3 clusters
  Score: Raw -701172.140887 + Penalty 2860.379731 = -698311.761156
  nChanged 214
		SP:Iteration 8Q (26265.000000 sec): 3 clusters
  Score: Raw -701290.536988 + Penalty 2860.379731 = -698430.157258
  nChanged 206
		SP:Iteration 9Q (26265.140000 sec): 3 clusters
  Score: Raw -701405.001866 + Penalty 2860.379731 = -698544.622135
  nChanged 216
		SP:Iteration 10Q (26265.390000 sec): 3 clusters
  Score: Raw -701527.912441 + Penalty 2860.379731 = -698667.532711
  nChanged 186
		SP:Iteration 11Q (26265.550000 sec): 3 clusters
  Score: Raw -701642.332726 + Penalty 2860.379731 = -698781.952996
  nChanged 181
		SP:Iteration 12Q (26265.730000 sec): 3 clusters
  Score: Raw -701739.127768 + Penalty 2860.379731 = -698878.748038
  nChanged 177
		SP:Iteration 13Q (26265.970000 sec): 3 clusters
  Score: Raw -701839.438801 + Penalty 2860.379731 = -698979.059070
  nChanged 144
		SP:Iteration 14Q (26266.140000 sec): 3 clusters
  Score: Raw -701921.238854 + Penalty 2860.379731 = -699060.859123
  nChanged 119
		SP:Iteration 15Q (26266.350000 sec): 3 clusters
  Score: Raw -701983.149907 + Penalty 2860.379731 = -699122.770176
  nChanged 105
		SP:Iteration 16Q (26266.560000 sec): 3 clusters
  Score: Raw -702027.502612 + Penalty 2860.379731 = -699167.122881
  nChanged 88
		SP:Iteration 17Q (26266.760000 sec): 3 clusters
  Score: Raw -702058.288372 + Penalty 2860.379731 = -699197.908642
  nChanged 61
		SP:Iteration 18Q (26266.970000 sec): 3 clusters
  Score: Raw -702079.861266 + Penalty 2860.379731 = -699219.481536
  nChanged 51
		SP:Iteration 19Q (26267.160000 sec): 3 clusters
  Score: Raw -702098.259113 + Penalty 2860.379731 = -699237.879382
  nChanged 42
		SP:Iteration 20F (26267.330000 sec): 3 clusters
  Score: Raw -702111.888029 + Penalty 2860.379731 = -699251.508299
  nChanged 39
		SP:Iteration 21Q (26267.570000 sec): 3 clusters
  Score: Raw -702127.135131 + Penalty 2860.379731 = -699266.755400
  nChanged 50
		SP:Iteration 22Q (26267.750000 sec): 3 clusters
  Score: Raw -702148.686077 + Penalty 2860.379731 = -699288.306347
  nChanged 50
		SP:Iteration 23Q (26267.960000 sec): 3 clusters
  Score: Raw -702168.218430 + Penalty 2860.379731 = -699307.838699
  nChanged 35
		SP:Iteration 24Q (26268.160000 sec): 3 clusters
  Score: Raw -702177.606931 + Penalty 2860.379731 = -699317.227200
  nChanged 28
		SP:Iteration 25Q (26268.320000 sec): 3 clusters
  Score: Raw -702186.824601 + Penalty 2860.379731 = -699326.444870
  nChanged 36
		SP:Iteration 26Q (26268.540000 sec): 3 clusters
  Score: Raw -702198.981972 + Penalty 2860.379731 = -699338.602241
  nChanged 33
		SP:Iteration 27Q (26268.750000 sec): 3 clusters
  Score: Raw -702209.003440 + Penalty 2860.379731 = -699348.623709
  nChanged 23
		SP:Iteration 28Q (26268.890000 sec): 3 clusters
  Score: Raw -702217.571868 + Penalty 2860.379731 = -699357.192137
  nChanged 21
		SP:Iteration 29Q (26269.110000 sec): 3 clusters
  Score: Raw -702224.979023 + Penalty 2860.379731 = -699364.599293
  nChanged 23
		SP:Iteration 30Q (26269.290000 sec): 3 clusters
  Score: Raw -702232.129584 + Penalty 2860.379731 = -699371.749853
  nChanged 21
		SP:Iteration 31Q (26269.470000 sec): 3 clusters
  Score: Raw -702237.227452 + Penalty 2860.379731 = -699376.847721
  nChanged 14
		SP:Iteration 32Q (26269.650000 sec): 3 clusters
  Score: Raw -702240.957552 + Penalty 2860.379731 = -699380.577821
  nChanged 10
		SP:Iteration 33Q (26269.880000 sec): 3 clusters
  Score: Raw -702243.818145 + Penalty 2860.379731 = -699383.438414
  nChanged 12
		SP:Iteration 34Q (26270.080000 sec): 3 clusters
  Score: Raw -702247.181322 + Penalty 2860.379731 = -699386.801591
  nChanged 11
		SP:Iteration 35Q (26270.290000 sec): 3 clusters
  Score: Raw -702250.141359 + Penalty 2860.379731 = -699389.761628
  nChanged 9
		SP:Iteration 36Q (26270.510000 sec): 3 clusters
  Score: Raw -702252.281365 + Penalty 2860.379731 = -699391.901635
  nChanged 8
		SP:Iteration 37Q (26270.700000 sec): 3 clusters
  Score: Raw -702254.774719 + Penalty 2860.379731 = -699394.394988
  nChanged 7
		SP:Iteration 38Q (26270.860000 sec): 3 clusters
  Score: Raw -702256.969507 + Penalty 2860.379731 = -699396.589776
  nChanged 6
		SP:Iteration 39Q (26271.090000 sec): 3 clusters
  Score: Raw -702258.328103 + Penalty 2860.379731 = -699397.948372
  nChanged 3
		SP:Iteration 40F (26271.280000 sec): 3 clusters
  Score: Raw -702259.237393 + Penalty 2860.379731 = -699398.857662
  nChanged 3
		SP:Iteration 41Q (26271.460000 sec): 3 clusters
  Score: Raw -702259.807028 + Penalty 2860.379731 = -699399.427297
  nChanged 2
		SP:Iteration 42Q (26271.630000 sec): 3 clusters
  Score: Raw -702260.509418 + Penalty 2860.379731 = -699400.129688
  nChanged 3
		SP:Iteration 43Q (26271.820000 sec): 3 clusters
  Score: Raw -702261.397458 + Penalty 2860.379731 = -699401.017728
  nChanged 0
		SP:Iteration 44F (26272.050000 sec): 3 clusters
  Score: Raw -702261.397458 + Penalty 2860.379731 = -699401.017728
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26272.220000 sec): 2 clusters
  Score: Raw -1550928.730531 + Penalty 1562.903877 = -1549365.826654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26272.460000 sec): 3 clusters
  Score: Raw -1542101.191855 + Penalty 3125.807755 = -1538975.384100
  nChanged 6633
		SP:Iteration 1F (26272.700000 sec): 3 clusters
  Score: Raw -1545776.529675 + Penalty 3125.807755 = -1542650.721920
  nChanged 876
		SP:Iteration 2F (26272.920000 sec): 3 clusters
  Score: Raw -1546166.654222 + Penalty 3125.807755 = -1543040.846468
  nChanged 859
		SP:Iteration 3F (26273.180000 sec): 3 clusters
  Score: Raw -1546601.300606 + Penalty 3125.807755 = -1543475.492852
  nChanged 843
		SP:Iteration 4F (26273.450000 sec): 3 clusters
  Score: Raw -1547060.172981 + Penalty 3125.807755 = -1543934.365227
  nChanged 851
		SP:Iteration 5F (26273.700000 sec): 3 clusters
  Score: Raw -1547546.531055 + Penalty 3125.807755 = -1544420.723300
  nChanged 841
		SP:Iteration 6F (26273.960000 sec): 3 clusters
  Score: Raw -1548130.764372 + Penalty 3125.807755 = -1545004.956617
  nChanged 865
		SP:Iteration 7F (26274.200000 sec): 3 clusters
  Score: Raw -1548786.111245 + Penalty 3125.807755 = -1545660.303491
  nChanged 833
		SP:Iteration 8F (26274.460000 sec): 3 clusters
  Score: Raw -1549423.756833 + Penalty 3125.807755 = -1546297.949079
  nChanged 697
		SP:Iteration 9Q (26274.720000 sec): 3 clusters
  Score: Raw -1549956.583920 + Penalty 3125.807755 = -1546830.776165
  nChanged 523
		SP:Iteration 10Q (26274.970000 sec): 3 clusters
  Score: Raw -1550342.124881 + Penalty 3125.807755 = -1547216.317126
  nChanged 389
		SP:Iteration 11Q (26275.180000 sec): 3 clusters
  Score: Raw -1550624.734019 + Penalty 3125.807755 = -1547498.926264
  nChanged 304
		SP:Iteration 12Q (26275.460000 sec): 3 clusters
  Score: Raw -1550830.153012 + Penalty 3125.807755 = -1547704.345257
  nChanged 197
		SP:Iteration 13Q (26275.690000 sec): 3 clusters
  Score: Raw -1550972.038413 + Penalty 3125.807755 = -1547846.230658
  nChanged 148
		SP:Iteration 14Q (26275.960000 sec): 3 clusters
  Score: Raw -1551075.221692 + Penalty 3125.807755 = -1547949.413937
  nChanged 117
		SP:Iteration 15Q (26276.210000 sec): 3 clusters
  Score: Raw -1551165.039107 + Penalty 3125.807755 = -1548039.231352
  nChanged 80
		SP:Iteration 16Q (26276.430000 sec): 3 clusters
  Score: Raw -1551222.169368 + Penalty 3125.807755 = -1548096.361613
  nChanged 48
		SP:Iteration 17Q (26276.650000 sec): 3 clusters
  Score: Raw -1551251.091339 + Penalty 3125.807755 = -1548125.283584
  nChanged 31
		SP:Iteration 18Q (26276.920000 sec): 3 clusters
  Score: Raw -1551264.463556 + Penalty 3125.807755 = -1548138.655801
  nChanged 24
		SP:Iteration 19Q (26277.180000 sec): 3 clusters
  Score: Raw -1551278.026581 + Penalty 3125.807755 = -1548152.218827
  nChanged 19
		SP:Iteration 20F (26277.430000 sec): 3 clusters
  Score: Raw -1551295.492315 + Penalty 3125.807755 = -1548169.684560
  nChanged 24
		SP:Iteration 21Q (26277.700000 sec): 3 clusters
  Score: Raw -1551308.725360 + Penalty 3125.807755 = -1548182.917606
  nChanged 17
		SP:Iteration 22Q (26277.960000 sec): 3 clusters
  Score: Raw -1551318.609902 + Penalty 3125.807755 = -1548192.802147
  nChanged 18
		SP:Iteration 23Q (26278.220000 sec): 3 clusters
  Score: Raw -1551329.539049 + Penalty 3125.807755 = -1548203.731295
  nChanged 21
		SP:Iteration 24Q (26278.470000 sec): 3 clusters
  Score: Raw -1551342.784510 + Penalty 3125.807755 = -1548216.976756
  nChanged 25
		SP:Iteration 25Q (26278.720000 sec): 3 clusters
  Score: Raw -1551360.267608 + Penalty 3125.807755 = -1548234.459854
  nChanged 23
		SP:Iteration 26Q (26279.020000 sec): 3 clusters
  Score: Raw -1551378.004522 + Penalty 3125.807755 = -1548252.196767
  nChanged 31
		SP:Iteration 27Q (26279.260000 sec): 3 clusters
  Score: Raw -1551410.386745 + Penalty 3125.807755 = -1548284.578991
  nChanged 37
		SP:Iteration 28Q (26279.510000 sec): 3 clusters
  Score: Raw -1551437.753131 + Penalty 3125.807755 = -1548311.945377
  nChanged 30
		SP:Iteration 29Q (26279.780000 sec): 3 clusters
  Score: Raw -1551468.908732 + Penalty 3125.807755 = -1548343.100977
  nChanged 28
		SP:Iteration 30Q (26280.010000 sec): 3 clusters
  Score: Raw -1551497.657805 + Penalty 3125.807755 = -1548371.850051
  nChanged 23
		SP:Iteration 31Q (26280.290000 sec): 3 clusters
  Score: Raw -1551522.119445 + Penalty 3125.807755 = -1548396.311691
  nChanged 23
		SP:Iteration 32Q (26280.510000 sec): 3 clusters
  Score: Raw -1551536.969978 + Penalty 3125.807755 = -1548411.162223
  nChanged 11
		SP:Iteration 33Q (26280.790000 sec): 3 clusters
  Score: Raw -1551541.323923 + Penalty 3125.807755 = -1548415.516169
  nChanged 9
		SP:Iteration 34Q (26281.000000 sec): 3 clusters
  Score: Raw -1551545.296400 + Penalty 3125.807755 = -1548419.488645
  nChanged 8
		SP:Iteration 35Q (26281.250000 sec): 3 clusters
  Score: Raw -1551549.704001 + Penalty 3125.807755 = -1548423.896246
  nChanged 8
		SP:Iteration 36Q (26281.500000 sec): 3 clusters
  Score: Raw -1551553.264527 + Penalty 3125.807755 = -1548427.456773
  nChanged 9
		SP:Iteration 37Q (26281.750000 sec): 3 clusters
  Score: Raw -1551560.653313 + Penalty 3125.807755 = -1548434.845558
  nChanged 10
		SP:Iteration 38Q (26282.030000 sec): 3 clusters
  Score: Raw -1551567.015649 + Penalty 3125.807755 = -1548441.207894
  nChanged 8
		SP:Iteration 39Q (26282.300000 sec): 3 clusters
  Score: Raw -1551571.048329 + Penalty 3125.807755 = -1548445.240574
  nChanged 6
		SP:Iteration 40F (26282.500000 sec): 3 clusters
  Score: Raw -1551575.581430 + Penalty 3125.807755 = -1548449.773675
  nChanged 12
		SP:Iteration 41Q (26282.730000 sec): 3 clusters
  Score: Raw -1551582.885144 + Penalty 3125.807755 = -1548457.077389
  nChanged 13
		SP:Iteration 42Q (26283.020000 sec): 3 clusters
  Score: Raw -1551588.995474 + Penalty 3125.807755 = -1548463.187719
  nChanged 7
		SP:Iteration 43Q (26283.250000 sec): 3 clusters
  Score: Raw -1551592.964356 + Penalty 3125.807755 = -1548467.156601
  nChanged 5
		SP:Iteration 44Q (26283.460000 sec): 3 clusters
  Score: Raw -1551595.760080 + Penalty 3125.807755 = -1548469.952325
  nChanged 10
		SP:Iteration 45Q (26283.690000 sec): 3 clusters
  Score: Raw -1551601.892157 + Penalty 3125.807755 = -1548476.084403
  nChanged 9
		SP:Iteration 46Q (26283.930000 sec): 3 clusters
  Score: Raw -1551605.633707 + Penalty 3125.807755 = -1548479.825953
  nChanged 8
		SP:Iteration 47Q (26284.190000 sec): 3 clusters
  Score: Raw -1551609.335994 + Penalty 3125.807755 = -1548483.528239
  nChanged 5
		SP:Iteration 48Q (26284.390000 sec): 3 clusters
  Score: Raw -1551611.334395 + Penalty 3125.807755 = -1548485.526641
  nChanged 5
		SP:Iteration 49Q (26284.660000 sec): 3 clusters
  Score: Raw -1551613.797398 + Penalty 3125.807755 = -1548487.989644
  nChanged 3
		SP:Iteration 50Q (26284.890000 sec): 3 clusters
  Score: Raw -1551614.647994 + Penalty 3125.807755 = -1548488.840239
  nChanged 4
		SP:Iteration 51Q (26285.130000 sec): 3 clusters
  Score: Raw -1551615.705982 + Penalty 3125.807755 = -1548489.898227
  nChanged 1
		SP:Iteration 52Q (26285.380000 sec): 3 clusters
  Score: Raw -1551615.993958 + Penalty 3125.807755 = -1548490.186204
  nChanged 0
		SP:Iteration 53F (26285.620000 sec): 3 clusters
  Score: Raw -1551615.993958 + Penalty 3125.807755 = -1548490.186204
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26285.740000 sec): 2 clusters
  Score: Raw -174187.930249 + Penalty 1222.214172 = -172965.716077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26285.900000 sec): 3 clusters
  Score: Raw -173480.496432 + Penalty 2444.428344 = -171036.068088
  nChanged 631
		SP:Iteration 1F (26286.060000 sec): 3 clusters
  Score: Raw -174061.251477 + Penalty 2444.428344 = -171616.823133
  nChanged 185
		SP:Iteration 2F (26286.240000 sec): 3 clusters
  Score: Raw -174311.036491 + Penalty 2444.428344 = -171866.608147
  nChanged 146
		SP:Iteration 3F (26286.390000 sec): 3 clusters
  Score: Raw -174500.490570 + Penalty 2444.428344 = -172056.062226
  nChanged 100
		SP:Iteration 4F (26286.520000 sec): 3 clusters
  Score: Raw -174639.732089 + Penalty 2444.428344 = -172195.303745
  nChanged 79
		SP:Iteration 5Q (26286.650000 sec): 3 clusters
  Score: Raw -174719.857164 + Penalty 2444.428344 = -172275.428821
  nChanged 42
		SP:Iteration 6Q (26286.760000 sec): 3 clusters
  Score: Raw -174754.584707 + Penalty 2444.428344 = -172310.156363
  nChanged 32
		SP:Iteration 7Q (26286.910000 sec): 3 clusters
  Score: Raw -174782.131043 + Penalty 2444.428344 = -172337.702700
  nChanged 28
		SP:Iteration 8Q (26286.990000 sec): 3 clusters
  Score: Raw -174804.788777 + Penalty 2444.428344 = -172360.360433
  nChanged 20
		SP:Iteration 9Q (26287.140000 sec): 3 clusters
  Score: Raw -174821.497013 + Penalty 2444.428344 = -172377.068670
  nChanged 18
		SP:Iteration 10Q (26287.260000 sec): 3 clusters
  Score: Raw -174833.933916 + Penalty 2444.428344 = -172389.505573
  nChanged 9
		SP:Iteration 11Q (26287.400000 sec): 3 clusters
  Score: Raw -174838.775629 + Penalty 2444.428344 = -172394.347285
  nChanged 8
		SP:Iteration 12Q (26287.500000 sec): 3 clusters
  Score: Raw -174843.489767 + Penalty 2444.428344 = -172399.061423
  nChanged 3
		SP:Iteration 13Q (26287.630000 sec): 3 clusters
  Score: Raw -174844.752754 + Penalty 2444.428344 = -172400.324410
  nChanged 3
		SP:Iteration 14Q (26287.810000 sec): 3 clusters
  Score: Raw -174846.100930 + Penalty 2444.428344 = -172401.672586
  nChanged 3
		SP:Iteration 15Q (26287.900000 sec): 3 clusters
  Score: Raw -174847.364249 + Penalty 2444.428344 = -172402.935906
  nChanged 1
		SP:Iteration 16Q (26288.020000 sec): 3 clusters
  Score: Raw -174847.561490 + Penalty 2444.428344 = -172403.133147
  nChanged 0
		SP:Iteration 17F (26288.210000 sec): 3 clusters
  Score: Raw -174847.561490 + Penalty 2444.428344 = -172403.133147
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26288.300000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26288.420000 sec): 3 clusters
  Score: Raw -121142.404223 + Penalty 2290.725583 = -118851.678640
  nChanged 353
		SP:Iteration 1F (26288.590000 sec): 3 clusters
  Score: Raw -121498.056740 + Penalty 2290.725583 = -119207.331157
  nChanged 99
		SP:Iteration 2F (26288.700000 sec): 3 clusters
  Score: Raw -121665.159302 + Penalty 2290.725583 = -119374.433720
  nChanged 82
		SP:Iteration 3F (26288.840000 sec): 3 clusters
  Score: Raw -121775.973944 + Penalty 2290.725583 = -119485.248361
  nChanged 54
		SP:Iteration 4Q (26288.940000 sec): 3 clusters
  Score: Raw -121855.616624 + Penalty 2290.725583 = -119564.891042
  nChanged 45
		SP:Iteration 5Q (26289.120000 sec): 3 clusters
  Score: Raw -121907.239501 + Penalty 2290.725583 = -119616.513918
  nChanged 34
		SP:Iteration 6Q (26289.270000 sec): 3 clusters
  Score: Raw -121944.970036 + Penalty 2290.725583 = -119654.244453
  nChanged 25
		SP:Iteration 7Q (26289.440000 sec): 3 clusters
  Score: Raw -121965.453363 + Penalty 2290.725583 = -119674.727780
  nChanged 18
		SP:Iteration 8Q (26289.620000 sec): 3 clusters
  Score: Raw -121983.237173 + Penalty 2290.725583 = -119692.511590
  nChanged 16
		SP:Iteration 9Q (26289.750000 sec): 3 clusters
  Score: Raw -121999.178799 + Penalty 2290.725583 = -119708.453216
  nChanged 14
		SP:Iteration 10Q (26289.980000 sec): 3 clusters
  Score: Raw -122016.707061 + Penalty 2290.725583 = -119725.981478
  nChanged 16
		SP:Iteration 11Q (26290.100000 sec): 3 clusters
  Score: Raw -122030.486640 + Penalty 2290.725583 = -119739.761058
  nChanged 12
		SP:Iteration 12Q (26290.270000 sec): 3 clusters
  Score: Raw -122041.311298 + Penalty 2290.725583 = -119750.585715
  nChanged 12
		SP:Iteration 13Q (26290.460000 sec): 3 clusters
  Score: Raw -122056.636898 + Penalty 2290.725583 = -119765.911316
  nChanged 13
		SP:Iteration 14Q (26290.630000 sec): 3 clusters
  Score: Raw -122069.210034 + Penalty 2290.725583 = -119778.484452
  nChanged 14
		SP:Iteration 15Q (26290.770000 sec): 3 clusters
  Score: Raw -122078.914432 + Penalty 2290.725583 = -119788.188849
  nChanged 10
		SP:Iteration 16Q (26290.940000 sec): 3 clusters
  Score: Raw -122092.394549 + Penalty 2290.725583 = -119801.668966
  nChanged 11
		SP:Iteration 17Q (26291.120000 sec): 3 clusters
  Score: Raw -122104.352648 + Penalty 2290.725583 = -119813.627065
  nChanged 10
		SP:Iteration 18Q (26291.230000 sec): 3 clusters
  Score: Raw -122115.427597 + Penalty 2290.725583 = -119824.702015
  nChanged 11
		SP:Iteration 19Q (26291.430000 sec): 3 clusters
  Score: Raw -122123.108558 + Penalty 2290.725583 = -119832.382975
  nChanged 10
		SP:Iteration 20F (26291.550000 sec): 3 clusters
  Score: Raw -122129.133062 + Penalty 2290.725583 = -119838.407480
  nChanged 10
		SP:Iteration 21Q (26291.720000 sec): 3 clusters
  Score: Raw -122136.838606 + Penalty 2290.725583 = -119846.113023
  nChanged 9
		SP:Iteration 22Q (26291.850000 sec): 3 clusters
  Score: Raw -122143.384274 + Penalty 2290.725583 = -119852.658691
  nChanged 6
		SP:Iteration 23Q (26292.010000 sec): 3 clusters
  Score: Raw -122149.269211 + Penalty 2290.725583 = -119858.543628
  nChanged 8
		SP:Iteration 24Q (26292.160000 sec): 3 clusters
  Score: Raw -122156.373798 + Penalty 2290.725583 = -119865.648215
  nChanged 7
		SP:Iteration 25Q (26292.300000 sec): 3 clusters
  Score: Raw -122161.017587 + Penalty 2290.725583 = -119870.292004
  nChanged 11
		SP:Iteration 26Q (26292.470000 sec): 3 clusters
  Score: Raw -122166.647818 + Penalty 2290.725583 = -119875.922236
  nChanged 8
		SP:Iteration 27Q (26292.670000 sec): 3 clusters
  Score: Raw -122170.987706 + Penalty 2290.725583 = -119880.262123
  nChanged 8
		SP:Iteration 28Q (26292.810000 sec): 3 clusters
  Score: Raw -122177.050554 + Penalty 2290.725583 = -119886.324971
  nChanged 7
		SP:Iteration 29Q (26292.990000 sec): 3 clusters
  Score: Raw -122180.155024 + Penalty 2290.725583 = -119889.429441
  nChanged 5
		SP:Iteration 30Q (26293.140000 sec): 3 clusters
  Score: Raw -122185.734136 + Penalty 2290.725583 = -119895.008553
  nChanged 2
		SP:Iteration 31Q (26293.310000 sec): 3 clusters
  Score: Raw -122187.718893 + Penalty 2290.725583 = -119896.993310
  nChanged 4
		SP:Iteration 32Q (26293.480000 sec): 3 clusters
  Score: Raw -122191.788569 + Penalty 2290.725583 = -119901.062986
  nChanged 2
		SP:Iteration 33Q (26293.630000 sec): 3 clusters
  Score: Raw -122193.123116 + Penalty 2290.725583 = -119902.397534
  nChanged 1
		SP:Iteration 34Q (26293.780000 sec): 3 clusters
  Score: Raw -122193.492140 + Penalty 2290.725583 = -119902.766557
  nChanged 0
		SP:Iteration 35F (26293.900000 sec): 3 clusters
  Score: Raw -122193.492140 + Penalty 2290.725583 = -119902.766557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26294.020000 sec): 2 clusters
  Score: Raw -120763.464481 + Penalty 1143.802325 = -119619.662156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26294.130000 sec): 3 clusters
  Score: Raw -120387.362154 + Penalty 2287.604651 = -118099.757503
  nChanged 348
		SP:Iteration 1F (26294.280000 sec): 3 clusters
  Score: Raw -120706.482601 + Penalty 2287.604651 = -118418.877950
  nChanged 92
		SP:Iteration 2F (26294.440000 sec): 3 clusters
  Score: Raw -120825.819435 + Penalty 2287.604651 = -118538.214784
  nChanged 64
		SP:Iteration 3F (26294.590000 sec): 3 clusters
  Score: Raw -120886.769908 + Penalty 2287.604651 = -118599.165257
  nChanged 46
		SP:Iteration 4Q (26294.750000 sec): 3 clusters
  Score: Raw -120939.901911 + Penalty 2287.604651 = -118652.297260
  nChanged 37
		SP:Iteration 5Q (26294.940000 sec): 3 clusters
  Score: Raw -120980.520266 + Penalty 2287.604651 = -118692.915615
  nChanged 23
		SP:Iteration 6Q (26295.090000 sec): 3 clusters
  Score: Raw -121003.677563 + Penalty 2287.604651 = -118716.072912
  nChanged 17
		SP:Iteration 7Q (26295.230000 sec): 3 clusters
  Score: Raw -121017.455730 + Penalty 2287.604651 = -118729.851079
  nChanged 13
		SP:Iteration 8Q (26295.370000 sec): 3 clusters
  Score: Raw -121033.952371 + Penalty 2287.604651 = -118746.347720
  nChanged 12
		SP:Iteration 9Q (26295.520000 sec): 3 clusters
  Score: Raw -121042.222336 + Penalty 2287.604651 = -118754.617685
  nChanged 6
		SP:Iteration 10Q (26295.690000 sec): 3 clusters
  Score: Raw -121048.858926 + Penalty 2287.604651 = -118761.254275
  nChanged 8
		SP:Iteration 11Q (26295.880000 sec): 3 clusters
  Score: Raw -121055.194497 + Penalty 2287.604651 = -118767.589846
  nChanged 9
		SP:Iteration 12Q (26296.030000 sec): 3 clusters
  Score: Raw -121060.457828 + Penalty 2287.604651 = -118772.853177
  nChanged 3
		SP:Iteration 13Q (26296.240000 sec): 3 clusters
  Score: Raw -121066.784794 + Penalty 2287.604651 = -118779.180143
  nChanged 2
		SP:Iteration 14Q (26296.380000 sec): 3 clusters
  Score: Raw -121068.559125 + Penalty 2287.604651 = -118780.954474
  nChanged 2
		SP:Iteration 15Q (26296.540000 sec): 3 clusters
  Score: Raw -121070.174513 + Penalty 2287.604651 = -118782.569862
  nChanged 2
		SP:Iteration 16Q (26296.670000 sec): 3 clusters
  Score: Raw -121071.713141 + Penalty 2287.604651 = -118784.108490
  nChanged 5
		SP:Iteration 17Q (26296.850000 sec): 3 clusters
  Score: Raw -121076.853782 + Penalty 2287.604651 = -118789.249132
  nChanged 3
		SP:Iteration 18Q (26296.960000 sec): 3 clusters
  Score: Raw -121080.104697 + Penalty 2287.604651 = -118792.500046
  nChanged 3
		SP:Iteration 19Q (26297.060000 sec): 3 clusters
  Score: Raw -121083.320694 + Penalty 2287.604651 = -118795.716043
  nChanged 4
		SP:Iteration 20F (26297.150000 sec): 3 clusters
  Score: Raw -121085.441896 + Penalty 2287.604651 = -118797.837245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26297.260000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26297.350000 sec): 3 clusters
  Score: Raw -27002.262521 + Penalty 1819.487137 = -25182.775385
  nChanged 51
		SP:Iteration 1F (26297.490000 sec): 3 clusters
  Score: Raw -27147.196735 + Penalty 1819.487137 = -25327.709598
  nChanged 26
		SP:Iteration 2F (26297.590000 sec): 3 clusters
  Score: Raw -27250.671226 + Penalty 1819.487137 = -25431.184090
  nChanged 19
		SP:Iteration 3F (26297.770000 sec): 3 clusters
  Score: Raw -27344.733802 + Penalty 1819.487137 = -25525.246666
  nChanged 11
		SP:Iteration 4Q (26297.940000 sec): 3 clusters
  Score: Raw -27428.392470 + Penalty 1819.487137 = -25608.905334
  nChanged 12
		SP:Iteration 5Q (26298.070000 sec): 3 clusters
  Score: Raw -27494.813371 + Penalty 1819.487137 = -25675.326235
  nChanged 4
		SP:Iteration 6Q (26298.210000 sec): 3 clusters
  Score: Raw -27526.900691 + Penalty 1819.487137 = -25707.413554
  nChanged 3
		SP:Iteration 7Q (26298.380000 sec): 3 clusters
  Score: Raw -27562.437575 + Penalty 1819.487137 = -25742.950438
  nChanged 1
		SP:Iteration 8Q (26298.510000 sec): 3 clusters
  Score: Raw -27567.711773 + Penalty 1819.487137 = -25748.224636
  nChanged 3
		SP:Iteration 9Q (26298.620000 sec): 3 clusters
  Score: Raw -27577.819647 + Penalty 1819.487137 = -25758.332510
  nChanged 4
		SP:Iteration 10Q (26298.810000 sec): 3 clusters
  Score: Raw -27593.575360 + Penalty 1819.487137 = -25774.088223
  nChanged 3
		SP:Iteration 11Q (26298.930000 sec): 3 clusters
  Score: Raw -27601.314566 + Penalty 1819.487137 = -25781.827430
  nChanged 1
		SP:Iteration 12Q (26299.040000 sec): 3 clusters
  Score: Raw -27602.761669 + Penalty 1819.487137 = -25783.274532
  nChanged 0
		SP:Iteration 13F (26299.180000 sec): 3 clusters
  Score: Raw -27602.814567 + Penalty 1819.487137 = -25783.327431
  nChanged 1
		SP:Iteration 14Q (26299.280000 sec): 3 clusters
  Score: Raw -27684.854592 + Penalty 1819.487137 = -25865.367455
  nChanged 1
		SP:Iteration 15Q (26299.400000 sec): 3 clusters
  Score: Raw -27706.603363 + Penalty 1819.487137 = -25887.116227
  nChanged 2
		SP:Iteration 16Q (26299.540000 sec): 3 clusters
  Score: Raw -27721.846194 + Penalty 1819.487137 = -25902.359058
  nChanged 1
		SP:Iteration 17Q (26299.670000 sec): 3 clusters
  Score: Raw -27725.182159 + Penalty 1819.487137 = -25905.695023
  nChanged 0
		SP:Iteration 18F (26299.840000 sec): 3 clusters
  Score: Raw -27725.182159 + Penalty 1819.487137 = -25905.695023
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (321005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26302.020000 sec): 2 clusters
  Score: Raw -34566620.442993 + Penalty 2060.371946 = -34564560.071047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26304.340000 sec): 3 clusters
  Score: Raw -34351769.353761 + Penalty 4120.743893 = -34347648.609868
  nChanged 156659
		SP:Iteration 1F (26306.370000 sec): 3 clusters
  Score: Raw -34445511.177844 + Penalty 4120.743893 = -34441390.433951
  nChanged 9565
		SP:Iteration 2Q (26308.480000 sec): 3 clusters
  Score: Raw -34447731.742420 + Penalty 4120.743893 = -34443610.998527
  nChanged 10628
		SP:Iteration 3Q (26310.750000 sec): 3 clusters
  Score: Raw -34450706.844962 + Penalty 4120.743893 = -34446586.101069
  nChanged 12162
		SP:Iteration 4Q (26313.100000 sec): 3 clusters
  Score: Raw -34454885.916743 + Penalty 4120.743893 = -34450765.172850
  nChanged 14377
		SP:Iteration 5Q (26315.640000 sec): 3 clusters
  Score: Raw -34461076.427966 + Penalty 4120.743893 = -34456955.684073
  nChanged 16653
		SP:Iteration 6F (26318.080000 sec): 3 clusters
  Score: Raw -34469716.508454 + Penalty 4120.743893 = -34465595.764561
  nChanged 18581
		SP:Iteration 7F (26320.450000 sec): 3 clusters
  Score: Raw -34480779.234611 + Penalty 4120.743893 = -34476658.490718
  nChanged 19332
		SP:Iteration 8F (26322.680000 sec): 3 clusters
  Score: Raw -34492927.214220 + Penalty 4120.743893 = -34488806.470327
  nChanged 17889
		SP:Iteration 9F (26324.900000 sec): 3 clusters
  Score: Raw -34503942.138735 + Penalty 4120.743893 = -34499821.394843
  nChanged 15491
		SP:Iteration 10Q (26327.570000 sec): 3 clusters
  Score: Raw -34512805.901164 + Penalty 4120.743893 = -34508685.157271
  nChanged 12405
		SP:Iteration 11Q (26329.640000 sec): 3 clusters
  Score: Raw -34518921.152437 + Penalty 4120.743893 = -34514800.408544
  nChanged 9377
		SP:Iteration 12Q (26331.730000 sec): 3 clusters
  Score: Raw -34522896.098223 + Penalty 4120.743893 = -34518775.354330
  nChanged 7532
		SP:Iteration 13Q (26334.070000 sec): 3 clusters
  Score: Raw -34525808.171122 + Penalty 4120.743893 = -34521687.427229
  nChanged 6897
		SP:Iteration 14Q (26336.390000 sec): 3 clusters
  Score: Raw -34528391.488589 + Penalty 4120.743893 = -34524270.744696
  nChanged 6851
		SP:Iteration 15Q (26338.500000 sec): 3 clusters
  Score: Raw -34531002.992952 + Penalty 4120.743893 = -34526882.249059
  nChanged 6981
		SP:Iteration 16Q (26340.670000 sec): 3 clusters
  Score: Raw -34533813.269762 + Penalty 4120.743893 = -34529692.525869
  nChanged 7081
		SP:Iteration 17Q (26342.890000 sec): 3 clusters
  Score: Raw -34536878.982035 + Penalty 4120.743893 = -34532758.238142
  nChanged 7038
		SP:Iteration 18Q (26345.150000 sec): 3 clusters
  Score: Raw -34540172.233381 + Penalty 4120.743893 = -34536051.489488
  nChanged 6941
		SP:Iteration 19Q (26347.450000 sec): 3 clusters
  Score: Raw -34543700.464146 + Penalty 4120.743893 = -34539579.720253
  nChanged 6726
		SP:Iteration 20F (26349.890000 sec): 3 clusters
  Score: Raw -34547429.314340 + Penalty 4120.743893 = -34543308.570447
  nChanged 6478
		SP:Iteration 21Q (26352.010000 sec): 3 clusters
  Score: Raw -34551290.475756 + Penalty 4120.743893 = -34547169.731863
  nChanged 5746
		SP:Iteration 22Q (26354.250000 sec): 3 clusters
  Score: Raw -34554894.810371 + Penalty 4120.743893 = -34550774.066478
  nChanged 4991
		SP:Iteration 23Q (26356.360000 sec): 3 clusters
  Score: Raw -34558155.192375 + Penalty 4120.743893 = -34554034.448482
  nChanged 4138
		SP:Iteration 24Q (26358.390000 sec): 3 clusters
  Score: Raw -34560902.072084 + Penalty 4120.743893 = -34556781.328191
  nChanged 3131
		SP:Iteration 25Q (26360.430000 sec): 3 clusters
  Score: Raw -34562965.637362 + Penalty 4120.743893 = -34558844.893469
  nChanged 2283
		SP:Iteration 26Q (26362.450000 sec): 3 clusters
  Score: Raw -34564389.823274 + Penalty 4120.743893 = -34560269.079381
  nChanged 1534
		SP:Iteration 27Q (26364.440000 sec): 3 clusters
  Score: Raw -34565337.982673 + Penalty 4120.743893 = -34561217.238780
  nChanged 1009
		SP:Iteration 28Q (26366.460000 sec): 3 clusters
  Score: Raw -34565953.173668 + Penalty 4120.743893 = -34561832.429775
  nChanged 635
		SP:Iteration 29Q (26368.330000 sec): 3 clusters
  Score: Raw -34566323.650809 + Penalty 4120.743893 = -34562202.906916
  nChanged 400
		SP:Iteration 30Q (26370.100000 sec): 3 clusters
  Score: Raw -34566537.829977 + Penalty 4120.743893 = -34562417.086084
  nChanged 237
		SP:Iteration 31Q (26371.980000 sec): 3 clusters
  Score: Raw -34566663.448431 + Penalty 4120.743893 = -34562542.704538
  nChanged 173
		SP:Iteration 32Q (26373.800000 sec): 3 clusters
  Score: Raw -34566753.008546 + Penalty 4120.743893 = -34562632.264653
  nChanged 118
		SP:Iteration 33Q (26375.490000 sec): 3 clusters
  Score: Raw -34566816.236306 + Penalty 4120.743893 = -34562695.492413
  nChanged 102
		SP:Iteration 34Q (26377.260000 sec): 3 clusters
  Score: Raw -34566862.604631 + Penalty 4120.743893 = -34562741.860738
  nChanged 62
		SP:Iteration 35Q (26379.120000 sec): 3 clusters
  Score: Raw -34566889.619958 + Penalty 4120.743893 = -34562768.876065
  nChanged 44
		SP:Iteration 36Q (26381.200000 sec): 3 clusters
  Score: Raw -34566910.505985 + Penalty 4120.743893 = -34562789.762092
  nChanged 31
		SP:Iteration 37Q (26383.050000 sec): 3 clusters
  Score: Raw -34566924.739433 + Penalty 4120.743893 = -34562803.995540
  nChanged 24
		SP:Iteration 38Q (26384.810000 sec): 3 clusters
  Score: Raw -34566934.274958 + Penalty 4120.743893 = -34562813.531065
  nChanged 20
		SP:Iteration 39Q (26386.590000 sec): 3 clusters
  Score: Raw -34566941.541895 + Penalty 4120.743893 = -34562820.798002
  nChanged 13
		SP:Iteration 40F (26388.490000 sec): 3 clusters
  Score: Raw -34566945.798362 + Penalty 4120.743893 = -34562825.054469
  nChanged 16
		SP:Iteration 41Q (26390.350000 sec): 3 clusters
  Score: Raw -34566950.609258 + Penalty 4120.743893 = -34562829.865365
  nChanged 9
		SP:Iteration 42Q (26392.220000 sec): 3 clusters
  Score: Raw -34566953.827046 + Penalty 4120.743893 = -34562833.083153
  nChanged 13
		SP:Iteration 43Q (26394.100000 sec): 3 clusters
  Score: Raw -34566959.302996 + Penalty 4120.743893 = -34562838.559103
  nChanged 14
		SP:Iteration 44Q (26395.990000 sec): 3 clusters
  Score: Raw -34566966.379770 + Penalty 4120.743893 = -34562845.635877
  nChanged 12
		SP:Iteration 45Q (26398.200000 sec): 3 clusters
  Score: Raw -34566969.902813 + Penalty 4120.743893 = -34562849.158920
  nChanged 7
		SP:Iteration 46Q (26399.970000 sec): 3 clusters
  Score: Raw -34566971.731693 + Penalty 4120.743893 = -34562850.987800
  nChanged 1
		SP:Iteration 47Q (26401.970000 sec): 3 clusters
  Score: Raw -34566971.922468 + Penalty 4120.743893 = -34562851.178575
  nChanged 0
		SP:Iteration 48F (26404.290000 sec): 3 clusters
  Score: Raw -34566971.922468 + Penalty 4120.743893 = -34562851.178575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26404.550000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26404.680000 sec): 3 clusters
  Score: Raw -55218.154755 + Penalty 2023.624418 = -53194.530338
  nChanged 108
		SP:Iteration 1F (26404.770000 sec): 3 clusters
  Score: Raw -55362.792558 + Penalty 2023.624418 = -53339.168141
  nChanged 27
		SP:Iteration 2F (26404.890000 sec): 3 clusters
  Score: Raw -55403.832037 + Penalty 2023.624418 = -53380.207619
  nChanged 11
		SP:Iteration 3Q (26404.990000 sec): 3 clusters
  Score: Raw -55418.863636 + Penalty 2023.624418 = -53395.239219
  nChanged 7
		SP:Iteration 4Q (26405.140000 sec): 3 clusters
  Score: Raw -55429.274553 + Penalty 2023.624418 = -53405.650135
  nChanged 4
		SP:Iteration 5Q (26405.320000 sec): 3 clusters
  Score: Raw -55437.278706 + Penalty 2023.624418 = -53413.654288
  nChanged 3
		SP:Iteration 6Q (26405.430000 sec): 3 clusters
  Score: Raw -55443.608848 + Penalty 2023.624418 = -53419.984430
  nChanged 4
		SP:Iteration 7Q (26405.590000 sec): 3 clusters
  Score: Raw -55450.002567 + Penalty 2023.624418 = -53426.378149
  nChanged 3
		SP:Iteration 8Q (26405.690000 sec): 3 clusters
  Score: Raw -55453.897824 + Penalty 2023.624418 = -53430.273406
  nChanged 1
		SP:Iteration 9Q (26405.830000 sec): 3 clusters
  Score: Raw -55455.840778 + Penalty 2023.624418 = -53432.216361
  nChanged 1
		SP:Iteration 10Q (26405.970000 sec): 3 clusters
  Score: Raw -55456.707934 + Penalty 2023.624418 = -53433.083516
  nChanged 0
		SP:Iteration 11F (26406.080000 sec): 3 clusters
  Score: Raw -55456.707934 + Penalty 2023.624418 = -53433.083516
  nChanged 0
Iteration 219Q (26585.870000 sec): 80 clusters
  Score: Raw -134108295.953280 + Penalty 180302.324342 = -133927993.628938
  nChanged 897
Iteration 220F (26845.650000 sec): 80 clusters
  Score: Raw -134108525.114664 + Penalty 180302.324342 = -133928222.790322
  nChanged 882
Iteration 221Q (27049.270000 sec): 80 clusters
  Score: Raw -134108849.818650 + Penalty 180302.324342 = -133928547.494309
  nChanged 845
Iteration 222Q (27260.290000 sec): 80 clusters
  Score: Raw -134109006.041104 + Penalty 180302.324342 = -133928703.716763
  nChanged 848
Iteration 223Q (27473.380000 sec): 80 clusters
  Score: Raw -134109061.900678 + Penalty 180302.324342 = -133928759.576337
  nChanged 859
Iteration 224Q (27667.360000 sec): 80 clusters
  Score: Raw -134109110.470756 + Penalty 180302.324342 = -133928808.146414
  nChanged 849
Iteration 225Q (27835.890000 sec): 80 clusters
  Score: Raw -134109146.554069 + Penalty 180302.324342 = -133928844.229727
  nChanged 819
Iteration 226Q (27991.070000 sec): 80 clusters
  Score: Raw -134109178.887634 + Penalty 180302.324342 = -133928876.563292
  nChanged 823
Iteration 227Q (28140.770000 sec): 80 clusters
  Score: Raw -134109207.365188 + Penalty 180302.324342 = -133928905.040846
  nChanged 746
Iteration 228Q (28293.340000 sec): 80 clusters
  Score: Raw -134109228.296593 + Penalty 180302.324342 = -133928925.972251
  nChanged 723
Iteration 229Q (28443.490000 sec): 80 clusters
  Score: Raw -134109250.185197 + Penalty 180302.324342 = -133928947.860855
  nChanged 708
Iteration 230Q (28595.620000 sec): 80 clusters
  Score: Raw -134109271.218062 + Penalty 180302.324342 = -133928968.893721
  nChanged 769
Iteration 231Q (28752.110000 sec): 80 clusters
  Score: Raw -134109293.294356 + Penalty 180302.324342 = -133928990.970014
  nChanged 793
Iteration 232Q (28900.480000 sec): 80 clusters
  Score: Raw -134109315.432720 + Penalty 180302.324342 = -133929013.108378
  nChanged 778
Iteration 233Q (29050.470000 sec): 80 clusters
  Score: Raw -134109337.316210 + Penalty 180302.324342 = -133929034.991868
  nChanged 839
Iteration 234Q (29199.370000 sec): 80 clusters
  Score: Raw -134109362.480999 + Penalty 180302.324342 = -133929060.156658
  nChanged 803
Iteration 235Q (29353.400000 sec): 80 clusters
  Score: Raw -134109385.609245 + Penalty 180302.324342 = -133929083.284903
  nChanged 749
Iteration 236Q (29501.120000 sec): 80 clusters
  Score: Raw -134109407.708028 + Penalty 180302.324342 = -133929105.383686
  nChanged 736
Iteration 237Q (29656.890000 sec): 80 clusters
  Score: Raw -134109432.451102 + Penalty 180302.324342 = -133929130.126760
  nChanged 733
Iteration 238Q (29816.790000 sec): 80 clusters
  Score: Raw -134109460.331917 + Penalty 180302.324342 = -133929158.007575
  nChanged 689
Iteration 239Q (29968.700000 sec): 80 clusters
  Score: Raw -134109491.211058 + Penalty 180302.324342 = -133929188.886716
  nChanged 691
Iteration 240F (30201.350000 sec): 80 clusters
  Score: Raw -134109772.141431 + Penalty 180302.324342 = -133929469.817090
  nChanged 702
Iteration 241Q (30348.740000 sec): 80 clusters
  Score: Raw -134110051.091339 + Penalty 180302.324342 = -133929748.766997
  nChanged 718
Iteration 242Q (30498.890000 sec): 80 clusters
  Score: Raw -134110105.656064 + Penalty 180302.324342 = -133929803.331723
  nChanged 733
Iteration 243Q (30609.280000 sec): 80 clusters
  Score: Raw -134110144.397821 + Penalty 180302.324342 = -133929842.073479
  nChanged 748
Iteration 244Q (30710.110000 sec): 80 clusters
  Score: Raw -134110184.787081 + Penalty 180302.324342 = -133929882.462739
  nChanged 760
Iteration 245Q (30806.580000 sec): 80 clusters
  Score: Raw -134110232.352712 + Penalty 180302.324342 = -133929930.028370
  nChanged 745
Iteration 246Q (30912.990000 sec): 80 clusters
  Score: Raw -134110285.476221 + Penalty 180302.324342 = -133929983.151879
  nChanged 772
Iteration 247Q (31009.630000 sec): 80 clusters
  Score: Raw -134110351.980168 + Penalty 180302.324342 = -133930049.655827
  nChanged 821
Iteration 248Q (31113.100000 sec): 80 clusters
  Score: Raw -134110432.468419 + Penalty 180302.324342 = -133930130.144077
  nChanged 897
Iteration 249Q (31216.170000 sec): 80 clusters
  Score: Raw -134110526.901400 + Penalty 180302.324342 = -133930224.577058
  nChanged 925
Iteration 250Q (31323.600000 sec): 80 clusters
  Score: Raw -134110626.286739 + Penalty 180302.324342 = -133930323.962397
  nChanged 992
Iteration 251Q (31429.240000 sec): 80 clusters
  Score: Raw -134110731.419796 + Penalty 180302.324342 = -133930429.095454
  nChanged 1024
Iteration 252Q (31533.360000 sec): 80 clusters
  Score: Raw -134110835.138292 + Penalty 180302.324342 = -133930532.813951
  nChanged 1031
Iteration 253Q (31648.290000 sec): 80 clusters
  Score: Raw -134110925.338518 + Penalty 180302.324342 = -133930623.014177
  nChanged 1036
Iteration 254Q (31797.950000 sec): 80 clusters
  Score: Raw -134111006.634966 + Penalty 180302.324342 = -133930704.310624
  nChanged 985
Iteration 255Q (31949.790000 sec): 80 clusters
  Score: Raw -134111076.533065 + Penalty 180302.324342 = -133930774.208723
  nChanged 1001
Iteration 256Q (32105.720000 sec): 80 clusters
  Score: Raw -134111140.927834 + Penalty 180302.324342 = -133930838.603492
  nChanged 973
Iteration 257Q (32261.650000 sec): 80 clusters
  Score: Raw -134111193.195716 + Penalty 180302.324342 = -133930890.871374
  nChanged 870
Iteration 258Q (32406.280000 sec): 80 clusters
  Score: Raw -134111229.738144 + Penalty 180302.324342 = -133930927.413802
  nChanged 861
Writing temp clu file 
Because OldScore, -133930890.871374, is greater than current (better) Score,-133930927.413802 
 Compute initial score before splitting:   Score: Raw -134111229.738144 + Penalty 180302.324342 = -133930927.413802
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32406.840000 sec): 2 clusters
  Score: Raw -861762.354053 + Penalty 1458.004756 = -860304.349297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32407.080000 sec): 3 clusters
  Score: Raw -857376.779901 + Penalty 2916.009511 = -854460.770390
  nChanged 3407
		SP:Iteration 1F (32407.250000 sec): 3 clusters
  Score: Raw -859281.481431 + Penalty 2916.009511 = -856365.471920
  nChanged 542
		SP:Iteration 2F (32407.420000 sec): 3 clusters
  Score: Raw -859623.129796 + Penalty 2916.009511 = -856707.120284
  nChanged 524
		SP:Iteration 3F (32407.630000 sec): 3 clusters
  Score: Raw -859960.766768 + Penalty 2916.009511 = -857044.757257
  nChanged 502
		SP:Iteration 4F (32407.780000 sec): 3 clusters
  Score: Raw -860306.530294 + Penalty 2916.009511 = -857390.520782
  nChanged 475
		SP:Iteration 5F (32407.940000 sec): 3 clusters
  Score: Raw -860641.335422 + Penalty 2916.009511 = -857725.325911
  nChanged 415
		SP:Iteration 6F (32408.160000 sec): 3 clusters
  Score: Raw -860882.707610 + Penalty 2916.009511 = -857966.698098
  nChanged 344
		SP:Iteration 7Q (32408.400000 sec): 3 clusters
  Score: Raw -861073.883429 + Penalty 2916.009511 = -858157.873918
  nChanged 271
		SP:Iteration 8Q (32408.570000 sec): 3 clusters
  Score: Raw -861212.325438 + Penalty 2916.009511 = -858296.315927
  nChanged 223
		SP:Iteration 9Q (32408.750000 sec): 3 clusters
  Score: Raw -861311.654551 + Penalty 2916.009511 = -858395.645039
  nChanged 178
		SP:Iteration 10Q (32408.920000 sec): 3 clusters
  Score: Raw -861387.173004 + Penalty 2916.009511 = -858471.163493
  nChanged 137
		SP:Iteration 11Q (32409.150000 sec): 3 clusters
  Score: Raw -861441.933821 + Penalty 2916.009511 = -858525.924310
  nChanged 118
		SP:Iteration 12Q (32409.400000 sec): 3 clusters
  Score: Raw -861486.527102 + Penalty 2916.009511 = -858570.517591
  nChanged 103
		SP:Iteration 13Q (32409.590000 sec): 3 clusters
  Score: Raw -861522.151495 + Penalty 2916.009511 = -858606.141984
  nChanged 100
		SP:Iteration 14Q (32409.760000 sec): 3 clusters
  Score: Raw -861563.457680 + Penalty 2916.009511 = -858647.448169
  nChanged 100
		SP:Iteration 15Q (32409.940000 sec): 3 clusters
  Score: Raw -861601.503122 + Penalty 2916.009511 = -858685.493610
  nChanged 98
		SP:Iteration 16Q (32410.210000 sec): 3 clusters
  Score: Raw -861649.521076 + Penalty 2916.009511 = -858733.511565
  nChanged 113
		SP:Iteration 17Q (32410.380000 sec): 3 clusters
  Score: Raw -861712.907014 + Penalty 2916.009511 = -858796.897502
  nChanged 114
		SP:Iteration 18Q (32410.620000 sec): 3 clusters
  Score: Raw -861776.422922 + Penalty 2916.009511 = -858860.413410
  nChanged 111
		SP:Iteration 19Q (32410.850000 sec): 3 clusters
  Score: Raw -861825.771952 + Penalty 2916.009511 = -858909.762441
  nChanged 107
		SP:Iteration 20F (32411.050000 sec): 3 clusters
  Score: Raw -861877.317483 + Penalty 2916.009511 = -858961.307972
  nChanged 91
		SP:Iteration 21Q (32411.280000 sec): 3 clusters
  Score: Raw -861923.370135 + Penalty 2916.009511 = -859007.360623
  nChanged 88
		SP:Iteration 22Q (32411.500000 sec): 3 clusters
  Score: Raw -861960.459054 + Penalty 2916.009511 = -859044.449542
  nChanged 70
		SP:Iteration 23Q (32411.680000 sec): 3 clusters
  Score: Raw -861986.643764 + Penalty 2916.009511 = -859070.634252
  nChanged 63
		SP:Iteration 24Q (32411.890000 sec): 3 clusters
  Score: Raw -862006.028272 + Penalty 2916.009511 = -859090.018761
  nChanged 56
		SP:Iteration 25Q (32412.070000 sec): 3 clusters
  Score: Raw -862024.043161 + Penalty 2916.009511 = -859108.033650
  nChanged 46
		SP:Iteration 26Q (32412.300000 sec): 3 clusters
  Score: Raw -862037.499525 + Penalty 2916.009511 = -859121.490014
  nChanged 33
		SP:Iteration 27Q (32412.480000 sec): 3 clusters
  Score: Raw -862045.750512 + Penalty 2916.009511 = -859129.741001
  nChanged 25
		SP:Iteration 28Q (32412.710000 sec): 3 clusters
  Score: Raw -862052.512929 + Penalty 2916.009511 = -859136.503418
  nChanged 34
		SP:Iteration 29Q (32412.910000 sec): 3 clusters
  Score: Raw -862061.795391 + Penalty 2916.009511 = -859145.785880
  nChanged 30
		SP:Iteration 30Q (32413.130000 sec): 3 clusters
  Score: Raw -862071.212870 + Penalty 2916.009511 = -859155.203358
  nChanged 42
		SP:Iteration 31Q (32413.310000 sec): 3 clusters
  Score: Raw -862082.480928 + Penalty 2916.009511 = -859166.471417
  nChanged 39
		SP:Iteration 32Q (32413.530000 sec): 3 clusters
  Score: Raw -862093.830700 + Penalty 2916.009511 = -859177.821188
  nChanged 51
		SP:Iteration 33Q (32413.720000 sec): 3 clusters
  Score: Raw -862108.408052 + Penalty 2916.009511 = -859192.398541
  nChanged 47
		SP:Iteration 34Q (32413.940000 sec): 3 clusters
  Score: Raw -862120.679155 + Penalty 2916.009511 = -859204.669644
  nChanged 43
		SP:Iteration 35Q (32414.160000 sec): 3 clusters
  Score: Raw -862132.739221 + Penalty 2916.009511 = -859216.729710
  nChanged 40
		SP:Iteration 36Q (32414.360000 sec): 3 clusters
  Score: Raw -862144.437684 + Penalty 2916.009511 = -859228.428173
  nChanged 37
		SP:Iteration 37Q (32414.590000 sec): 3 clusters
  Score: Raw -862156.433398 + Penalty 2916.009511 = -859240.423887
  nChanged 49
		SP:Iteration 38Q (32414.750000 sec): 3 clusters
  Score: Raw -862169.243969 + Penalty 2916.009511 = -859253.234458
  nChanged 40
		SP:Iteration 39Q (32414.950000 sec): 3 clusters
  Score: Raw -862178.569511 + Penalty 2916.009511 = -859262.560000
  nChanged 31
		SP:Iteration 40F (32415.140000 sec): 3 clusters
  Score: Raw -862185.703050 + Penalty 2916.009511 = -859269.693538
  nChanged 36
		SP:Iteration 41Q (32415.370000 sec): 3 clusters
  Score: Raw -862193.543872 + Penalty 2916.009511 = -859277.534361
  nChanged 40
		SP:Iteration 42Q (32415.590000 sec): 3 clusters
  Score: Raw -862203.546134 + Penalty 2916.009511 = -859287.536623
  nChanged 35
		SP:Iteration 43Q (32415.780000 sec): 3 clusters
  Score: Raw -862212.288418 + Penalty 2916.009511 = -859296.278906
  nChanged 47
		SP:Iteration 44Q (32415.920000 sec): 3 clusters
  Score: Raw -862226.587076 + Penalty 2916.009511 = -859310.577565
  nChanged 43
		SP:Iteration 45Q (32416.120000 sec): 3 clusters
  Score: Raw -862237.168717 + Penalty 2916.009511 = -859321.159206
  nChanged 43
		SP:Iteration 46Q (32416.250000 sec): 3 clusters
  Score: Raw -862247.967514 + Penalty 2916.009511 = -859331.958002
  nChanged 38
		SP:Iteration 47Q (32416.490000 sec): 3 clusters
  Score: Raw -862257.671138 + Penalty 2916.009511 = -859341.661627
  nChanged 44
		SP:Iteration 48Q (32416.710000 sec): 3 clusters
  Score: Raw -862268.895435 + Penalty 2916.009511 = -859352.885923
  nChanged 52
		SP:Iteration 49Q (32416.890000 sec): 3 clusters
  Score: Raw -862283.358644 + Penalty 2916.009511 = -859367.349132
  nChanged 49
		SP:Iteration 50Q (32417.080000 sec): 3 clusters
  Score: Raw -862298.709157 + Penalty 2916.009511 = -859382.699646
  nChanged 53
		SP:Iteration 51Q (32417.340000 sec): 3 clusters
  Score: Raw -862317.422039 + Penalty 2916.009511 = -859401.412528
  nChanged 61
		SP:Iteration 52Q (32417.510000 sec): 3 clusters
  Score: Raw -862336.922131 + Penalty 2916.009511 = -859420.912620
  nChanged 56
		SP:Iteration 53Q (32417.670000 sec): 3 clusters
  Score: Raw -862353.358500 + Penalty 2916.009511 = -859437.348988
  nChanged 48
		SP:Iteration 54Q (32417.860000 sec): 3 clusters
  Score: Raw -862365.450223 + Penalty 2916.009511 = -859449.440712
  nChanged 32
		SP:Iteration 55Q (32418.080000 sec): 3 clusters
  Score: Raw -862371.749127 + Penalty 2916.009511 = -859455.739616
  nChanged 30
		SP:Iteration 56Q (32418.290000 sec): 3 clusters
  Score: Raw -862377.958928 + Penalty 2916.009511 = -859461.949417
  nChanged 34
		SP:Iteration 57Q (32418.470000 sec): 3 clusters
  Score: Raw -862386.621440 + Penalty 2916.009511 = -859470.611929
  nChanged 28
		SP:Iteration 58Q (32418.670000 sec): 3 clusters
  Score: Raw -862392.689933 + Penalty 2916.009511 = -859476.680421
  nChanged 27
		SP:Iteration 59Q (32418.890000 sec): 3 clusters
  Score: Raw -862398.753400 + Penalty 2916.009511 = -859482.743889
  nChanged 18
		SP:Iteration 60F (32419.120000 sec): 3 clusters
  Score: Raw -862401.815508 + Penalty 2916.009511 = -859485.805997
  nChanged 20
		SP:Iteration 61Q (32419.330000 sec): 3 clusters
  Score: Raw -862405.604071 + Penalty 2916.009511 = -859489.594559
  nChanged 23
		SP:Iteration 62Q (32419.540000 sec): 3 clusters
  Score: Raw -862409.614747 + Penalty 2916.009511 = -859493.605236
  nChanged 24
		SP:Iteration 63Q (32419.720000 sec): 3 clusters
  Score: Raw -862415.095680 + Penalty 2916.009511 = -859499.086169
  nChanged 21
		SP:Iteration 64Q (32419.900000 sec): 3 clusters
  Score: Raw -862420.662566 + Penalty 2916.009511 = -859504.653055
  nChanged 29
		SP:Iteration 65Q (32420.080000 sec): 3 clusters
  Score: Raw -862426.536294 + Penalty 2916.009511 = -859510.526783
  nChanged 29
		SP:Iteration 66Q (32420.290000 sec): 3 clusters
  Score: Raw -862434.844947 + Penalty 2916.009511 = -859518.835435
  nChanged 40
		SP:Iteration 67Q (32420.500000 sec): 3 clusters
  Score: Raw -862447.030495 + Penalty 2916.009511 = -859531.020984
  nChanged 45
		SP:Iteration 68Q (32420.690000 sec): 3 clusters
  Score: Raw -862459.059251 + Penalty 2916.009511 = -859543.049740
  nChanged 34
		SP:Iteration 69Q (32420.920000 sec): 3 clusters
  Score: Raw -862467.214557 + Penalty 2916.009511 = -859551.205046
  nChanged 31
		SP:Iteration 70Q (32421.130000 sec): 3 clusters
  Score: Raw -862475.070478 + Penalty 2916.009511 = -859559.060967
  nChanged 31
		SP:Iteration 71Q (32421.320000 sec): 3 clusters
  Score: Raw -862481.704755 + Penalty 2916.009511 = -859565.695244
  nChanged 21
		SP:Iteration 72Q (32421.520000 sec): 3 clusters
  Score: Raw -862485.896346 + Penalty 2916.009511 = -859569.886835
  nChanged 22
		SP:Iteration 73Q (32421.700000 sec): 3 clusters
  Score: Raw -862489.562065 + Penalty 2916.009511 = -859573.552554
  nChanged 14
		SP:Iteration 74Q (32421.930000 sec): 3 clusters
  Score: Raw -862492.673819 + Penalty 2916.009511 = -859576.664308
  nChanged 20
		SP:Iteration 75Q (32422.130000 sec): 3 clusters
  Score: Raw -862496.057640 + Penalty 2916.009511 = -859580.048128
  nChanged 16
		SP:Iteration 76Q (32422.330000 sec): 3 clusters
  Score: Raw -862498.655565 + Penalty 2916.009511 = -859582.646053
  nChanged 12
		SP:Iteration 77Q (32422.540000 sec): 3 clusters
  Score: Raw -862500.641333 + Penalty 2916.009511 = -859584.631822
  nChanged 11
		SP:Iteration 78Q (32422.730000 sec): 3 clusters
  Score: Raw -862503.063686 + Penalty 2916.009511 = -859587.054175
  nChanged 14
		SP:Iteration 79Q (32422.890000 sec): 3 clusters
  Score: Raw -862506.580754 + Penalty 2916.009511 = -859590.571243
  nChanged 24
		SP:Iteration 80F (32423.050000 sec): 3 clusters
  Score: Raw -862511.245362 + Penalty 2916.009511 = -859595.235850
  nChanged 23
		SP:Iteration 81Q (32423.270000 sec): 3 clusters
  Score: Raw -862515.610209 + Penalty 2916.009511 = -859599.600698
  nChanged 23
		SP:Iteration 82Q (32423.420000 sec): 3 clusters
  Score: Raw -862520.591794 + Penalty 2916.009511 = -859604.582283
  nChanged 22
		SP:Iteration 83Q (32423.600000 sec): 3 clusters
  Score: Raw -862525.203368 + Penalty 2916.009511 = -859609.193857
  nChanged 18
		SP:Iteration 84Q (32423.780000 sec): 3 clusters
  Score: Raw -862529.928273 + Penalty 2916.009511 = -859613.918762
  nChanged 19
		SP:Iteration 85Q (32423.940000 sec): 3 clusters
  Score: Raw -862533.804678 + Penalty 2916.009511 = -859617.795166
  nChanged 16
		SP:Iteration 86Q (32424.110000 sec): 3 clusters
  Score: Raw -862536.405386 + Penalty 2916.009511 = -859620.395875
  nChanged 13
		SP:Iteration 87Q (32424.330000 sec): 3 clusters
  Score: Raw -862538.132288 + Penalty 2916.009511 = -859622.122777
  nChanged 9
		SP:Iteration 88Q (32424.530000 sec): 3 clusters
  Score: Raw -862539.354770 + Penalty 2916.009511 = -859623.345259
  nChanged 7
		SP:Iteration 89Q (32424.720000 sec): 3 clusters
  Score: Raw -862540.588857 + Penalty 2916.009511 = -859624.579345
  nChanged 9
		SP:Iteration 90Q (32424.940000 sec): 3 clusters
  Score: Raw -862542.753886 + Penalty 2916.009511 = -859626.744375
  nChanged 7
		SP:Iteration 91Q (32425.090000 sec): 3 clusters
  Score: Raw -862545.015580 + Penalty 2916.009511 = -859629.006069
  nChanged 14
		SP:Iteration 92Q (32425.290000 sec): 3 clusters
  Score: Raw -862546.932460 + Penalty 2916.009511 = -859630.922948
  nChanged 7
		SP:Iteration 93Q (32425.470000 sec): 3 clusters
  Score: Raw -862547.788454 + Penalty 2916.009511 = -859631.778943
  nChanged 7
		SP:Iteration 94Q (32425.720000 sec): 3 clusters
  Score: Raw -862548.808245 + Penalty 2916.009511 = -859632.798733
  nChanged 8
		SP:Iteration 95Q (32425.930000 sec): 3 clusters
  Score: Raw -862549.718986 + Penalty 2916.009511 = -859633.709475
  nChanged 6
		SP:Iteration 96Q (32426.150000 sec): 3 clusters
  Score: Raw -862550.478705 + Penalty 2916.009511 = -859634.469194
  nChanged 8
		SP:Iteration 97Q (32426.350000 sec): 3 clusters
  Score: Raw -862551.154188 + Penalty 2916.009511 = -859635.144677
  nChanged 5
		SP:Iteration 98Q (32426.510000 sec): 3 clusters
  Score: Raw -862551.774291 + Penalty 2916.009511 = -859635.764779
  nChanged 6
		SP:Iteration 99Q (32426.770000 sec): 3 clusters
  Score: Raw -862552.566691 + Penalty 2916.009511 = -859636.557179
  nChanged 6
		SP:Iteration 100F (32426.980000 sec): 3 clusters
  Score: Raw -862553.445373 + Penalty 2916.009511 = -859637.435862
  nChanged 6
		SP:Iteration 101Q (32427.150000 sec): 3 clusters
  Score: Raw -862554.018136 + Penalty 2916.009511 = -859638.008625
  nChanged 5
		SP:Iteration 102Q (32427.360000 sec): 3 clusters
  Score: Raw -862554.528955 + Penalty 2916.009511 = -859638.519443
  nChanged 6
		SP:Iteration 103Q (32427.600000 sec): 3 clusters
  Score: Raw -862555.220386 + Penalty 2916.009511 = -859639.210875
  nChanged 2
		SP:Iteration 104Q (32427.730000 sec): 3 clusters
  Score: Raw -862555.476586 + Penalty 2916.009511 = -859639.467074
  nChanged 2
		SP:Iteration 105Q (32427.920000 sec): 3 clusters
  Score: Raw -862555.656676 + Penalty 2916.009511 = -859639.647165
  nChanged 2
		SP:Iteration 106Q (32428.150000 sec): 3 clusters
  Score: Raw -862556.016626 + Penalty 2916.009511 = -859640.007115
  nChanged 1
		SP:Iteration 107Q (32428.340000 sec): 3 clusters
  Score: Raw -862556.180561 + Penalty 2916.009511 = -859640.171050
  nChanged 3
		SP:Iteration 108Q (32428.550000 sec): 3 clusters
  Score: Raw -862556.338425 + Penalty 2916.009511 = -859640.328914
  nChanged 1
		SP:Iteration 109Q (32428.720000 sec): 3 clusters
  Score: Raw -862556.397257 + Penalty 2916.009511 = -859640.387746
  nChanged 1
		SP:Iteration 110Q (32428.910000 sec): 3 clusters
  Score: Raw -862556.473362 + Penalty 2916.009511 = -859640.463851
  nChanged 2
		SP:Iteration 111Q (32429.170000 sec): 3 clusters
  Score: Raw -862556.664360 + Penalty 2916.009511 = -859640.654849
  nChanged 3
		SP:Iteration 112Q (32429.400000 sec): 3 clusters
  Score: Raw -862556.894977 + Penalty 2916.009511 = -859640.885465
  nChanged 1
		SP:Iteration 113Q (32429.620000 sec): 3 clusters
  Score: Raw -862556.928973 + Penalty 2916.009511 = -859640.919461
  nChanged 0
		SP:Iteration 114F (32429.790000 sec): 3 clusters
  Score: Raw -862556.928973 + Penalty 2916.009511 = -859640.919461
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32429.910000 sec): 2 clusters
  Score: Raw -821543.134953 + Penalty 1453.574183 = -820089.560770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32430.100000 sec): 3 clusters
  Score: Raw -817318.274805 + Penalty 2907.148366 = -814411.126439
  nChanged 3234
		SP:Iteration 1F (32430.250000 sec): 3 clusters
  Score: Raw -819121.908449 + Penalty 2907.148366 = -816214.760083
  nChanged 594
		SP:Iteration 2F (32430.420000 sec): 3 clusters
  Score: Raw -819440.297454 + Penalty 2907.148366 = -816533.149088
  nChanged 476
		SP:Iteration 3F (32430.680000 sec): 3 clusters
  Score: Raw -819757.758192 + Penalty 2907.148366 = -816850.609826
  nChanged 500
		SP:Iteration 4F (32430.880000 sec): 3 clusters
  Score: Raw -820107.445844 + Penalty 2907.148366 = -817200.297479
  nChanged 475
		SP:Iteration 5F (32431.070000 sec): 3 clusters
  Score: Raw -820442.450404 + Penalty 2907.148366 = -817535.302039
  nChanged 469
		SP:Iteration 6F (32431.290000 sec): 3 clusters
  Score: Raw -820777.222267 + Penalty 2907.148366 = -817870.073901
  nChanged 411
		SP:Iteration 7F (32431.500000 sec): 3 clusters
  Score: Raw -821083.828718 + Penalty 2907.148366 = -818176.680353
  nChanged 366
		SP:Iteration 8Q (32431.700000 sec): 3 clusters
  Score: Raw -821310.269094 + Penalty 2907.148366 = -818403.120728
  nChanged 299
		SP:Iteration 9Q (32431.920000 sec): 3 clusters
  Score: Raw -821467.830348 + Penalty 2907.148366 = -818560.681982
  nChanged 228
		SP:Iteration 10Q (32432.120000 sec): 3 clusters
  Score: Raw -821567.505104 + Penalty 2907.148366 = -818660.356738
  nChanged 181
		SP:Iteration 11Q (32432.310000 sec): 3 clusters
  Score: Raw -821632.311052 + Penalty 2907.148366 = -818725.162686
  nChanged 108
		SP:Iteration 12Q (32432.520000 sec): 3 clusters
  Score: Raw -821662.954423 + Penalty 2907.148366 = -818755.806058
  nChanged 75
		SP:Iteration 13Q (32432.730000 sec): 3 clusters
  Score: Raw -821678.955153 + Penalty 2907.148366 = -818771.806787
  nChanged 51
		SP:Iteration 14Q (32432.950000 sec): 3 clusters
  Score: Raw -821690.930539 + Penalty 2907.148366 = -818783.782173
  nChanged 59
		SP:Iteration 15Q (32433.170000 sec): 3 clusters
  Score: Raw -821702.067024 + Penalty 2907.148366 = -818794.918659
  nChanged 40
		SP:Iteration 16Q (32433.390000 sec): 3 clusters
  Score: Raw -821711.539446 + Penalty 2907.148366 = -818804.391080
  nChanged 28
		SP:Iteration 17Q (32433.570000 sec): 3 clusters
  Score: Raw -821716.948642 + Penalty 2907.148366 = -818809.800276
  nChanged 23
		SP:Iteration 18Q (32433.790000 sec): 3 clusters
  Score: Raw -821720.268098 + Penalty 2907.148366 = -818813.119732
  nChanged 13
		SP:Iteration 19Q (32433.990000 sec): 3 clusters
  Score: Raw -821722.156339 + Penalty 2907.148366 = -818815.007974
  nChanged 13
		SP:Iteration 20F (32434.180000 sec): 3 clusters
  Score: Raw -821724.046520 + Penalty 2907.148366 = -818816.898154
  nChanged 10
		SP:Iteration 21Q (32434.390000 sec): 3 clusters
  Score: Raw -821725.838495 + Penalty 2907.148366 = -818818.690129
  nChanged 15
		SP:Iteration 22Q (32434.600000 sec): 3 clusters
  Score: Raw -821728.119567 + Penalty 2907.148366 = -818820.971201
  nChanged 16
		SP:Iteration 23Q (32434.800000 sec): 3 clusters
  Score: Raw -821730.539650 + Penalty 2907.148366 = -818823.391285
  nChanged 11
		SP:Iteration 24Q (32435.010000 sec): 3 clusters
  Score: Raw -821731.687270 + Penalty 2907.148366 = -818824.538904
  nChanged 7
		SP:Iteration 25Q (32435.210000 sec): 3 clusters
  Score: Raw -821732.623002 + Penalty 2907.148366 = -818825.474636
  nChanged 10
		SP:Iteration 26Q (32435.430000 sec): 3 clusters
  Score: Raw -821733.792316 + Penalty 2907.148366 = -818826.643950
  nChanged 6
		SP:Iteration 27Q (32435.680000 sec): 3 clusters
  Score: Raw -821734.420325 + Penalty 2907.148366 = -818827.271960
  nChanged 2
		SP:Iteration 28Q (32435.900000 sec): 3 clusters
  Score: Raw -821734.748497 + Penalty 2907.148366 = -818827.600131
  nChanged 4
		SP:Iteration 29Q (32436.080000 sec): 3 clusters
  Score: Raw -821735.220461 + Penalty 2907.148366 = -818828.072096
  nChanged 2
		SP:Iteration 30Q (32436.240000 sec): 3 clusters
  Score: Raw -821735.446748 + Penalty 2907.148366 = -818828.298382
  nChanged 1
		SP:Iteration 31Q (32436.500000 sec): 3 clusters
  Score: Raw -821735.516140 + Penalty 2907.148366 = -818828.367774
  nChanged 0
		SP:Iteration 32F (32436.650000 sec): 3 clusters
  Score: Raw -821735.516140 + Penalty 2907.148366 = -818828.367774
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32436.750000 sec): 2 clusters
  Score: Raw -455982.560937 + Penalty 1357.136747 = -454625.424190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32436.930000 sec): 3 clusters
  Score: Raw -453837.491210 + Penalty 2714.273494 = -451123.217716
  nChanged 1709
		SP:Iteration 1F (32437.100000 sec): 3 clusters
  Score: Raw -454814.619537 + Penalty 2714.273494 = -452100.346043
  nChanged 315
		SP:Iteration 2F (32437.340000 sec): 3 clusters
  Score: Raw -455006.332827 + Penalty 2714.273494 = -452292.059333
  nChanged 243
		SP:Iteration 3F (32437.540000 sec): 3 clusters
  Score: Raw -455151.867004 + Penalty 2714.273494 = -452437.593510
  nChanged 220
		SP:Iteration 4F (32437.700000 sec): 3 clusters
  Score: Raw -455309.904294 + Penalty 2714.273494 = -452595.630800
  nChanged 240
		SP:Iteration 5F (32437.910000 sec): 3 clusters
  Score: Raw -455516.143594 + Penalty 2714.273494 = -452801.870100
  nChanged 247
		SP:Iteration 6F (32438.110000 sec): 3 clusters
  Score: Raw -455734.723295 + Penalty 2714.273494 = -453020.449801
  nChanged 227
		SP:Iteration 7F (32438.300000 sec): 3 clusters
  Score: Raw -455946.749378 + Penalty 2714.273494 = -453232.475884
  nChanged 163
		SP:Iteration 8Q (32438.460000 sec): 3 clusters
  Score: Raw -456071.447711 + Penalty 2714.273494 = -453357.174217
  nChanged 114
		SP:Iteration 9Q (32438.640000 sec): 3 clusters
  Score: Raw -456150.377748 + Penalty 2714.273494 = -453436.104254
  nChanged 93
		SP:Iteration 10Q (32438.810000 sec): 3 clusters
  Score: Raw -456208.961810 + Penalty 2714.273494 = -453494.688316
  nChanged 67
		SP:Iteration 11Q (32438.960000 sec): 3 clusters
  Score: Raw -456253.134863 + Penalty 2714.273494 = -453538.861369
  nChanged 56
		SP:Iteration 12Q (32439.130000 sec): 3 clusters
  Score: Raw -456291.932384 + Penalty 2714.273494 = -453577.658890
  nChanged 42
		SP:Iteration 13Q (32439.310000 sec): 3 clusters
  Score: Raw -456321.441126 + Penalty 2714.273494 = -453607.167632
  nChanged 34
		SP:Iteration 14Q (32439.470000 sec): 3 clusters
  Score: Raw -456345.993768 + Penalty 2714.273494 = -453631.720274
  nChanged 32
		SP:Iteration 15Q (32439.690000 sec): 3 clusters
  Score: Raw -456367.788148 + Penalty 2714.273494 = -453653.514654
  nChanged 30
		SP:Iteration 16Q (32439.850000 sec): 3 clusters
  Score: Raw -456387.293727 + Penalty 2714.273494 = -453673.020233
  nChanged 25
		SP:Iteration 17Q (32440.020000 sec): 3 clusters
  Score: Raw -456398.657659 + Penalty 2714.273494 = -453684.384165
  nChanged 21
		SP:Iteration 18Q (32440.210000 sec): 3 clusters
  Score: Raw -456405.278203 + Penalty 2714.273494 = -453691.004709
  nChanged 6
		SP:Iteration 19Q (32440.400000 sec): 3 clusters
  Score: Raw -456408.000052 + Penalty 2714.273494 = -453693.726558
  nChanged 8
		SP:Iteration 20F (32440.570000 sec): 3 clusters
  Score: Raw -456411.624132 + Penalty 2714.273494 = -453697.350638
  nChanged 13
		SP:Iteration 21Q (32440.780000 sec): 3 clusters
  Score: Raw -456416.499454 + Penalty 2714.273494 = -453702.225960
  nChanged 10
		SP:Iteration 22Q (32440.970000 sec): 3 clusters
  Score: Raw -456420.371709 + Penalty 2714.273494 = -453706.098215
  nChanged 9
		SP:Iteration 23Q (32441.150000 sec): 3 clusters
  Score: Raw -456424.025915 + Penalty 2714.273494 = -453709.752421
  nChanged 10
		SP:Iteration 24Q (32441.330000 sec): 3 clusters
  Score: Raw -456428.048936 + Penalty 2714.273494 = -453713.775442
  nChanged 10
		SP:Iteration 25Q (32441.510000 sec): 3 clusters
  Score: Raw -456432.128078 + Penalty 2714.273494 = -453717.854584
  nChanged 7
		SP:Iteration 26Q (32441.710000 sec): 3 clusters
  Score: Raw -456437.497382 + Penalty 2714.273494 = -453723.223888
  nChanged 9
		SP:Iteration 27Q (32441.930000 sec): 3 clusters
  Score: Raw -456441.915002 + Penalty 2714.273494 = -453727.641508
  nChanged 9
		SP:Iteration 28Q (32442.110000 sec): 3 clusters
  Score: Raw -456446.654518 + Penalty 2714.273494 = -453732.381024
  nChanged 10
		SP:Iteration 29Q (32442.290000 sec): 3 clusters
  Score: Raw -456451.559406 + Penalty 2714.273494 = -453737.285912
  nChanged 9
		SP:Iteration 30Q (32442.470000 sec): 3 clusters
  Score: Raw -456454.808241 + Penalty 2714.273494 = -453740.534747
  nChanged 6
		SP:Iteration 31Q (32442.650000 sec): 3 clusters
  Score: Raw -456456.940678 + Penalty 2714.273494 = -453742.667185
  nChanged 7
		SP:Iteration 32Q (32442.810000 sec): 3 clusters
  Score: Raw -456458.785540 + Penalty 2714.273494 = -453744.512046
  nChanged 9
		SP:Iteration 33Q (32442.980000 sec): 3 clusters
  Score: Raw -456461.504908 + Penalty 2714.273494 = -453747.231414
  nChanged 7
		SP:Iteration 34Q (32443.130000 sec): 3 clusters
  Score: Raw -456463.437670 + Penalty 2714.273494 = -453749.164176
  nChanged 6
		SP:Iteration 35Q (32443.280000 sec): 3 clusters
  Score: Raw -456465.626307 + Penalty 2714.273494 = -453751.352813
  nChanged 7
		SP:Iteration 36Q (32443.450000 sec): 3 clusters
  Score: Raw -456467.883362 + Penalty 2714.273494 = -453753.609868
  nChanged 3
		SP:Iteration 37Q (32443.630000 sec): 3 clusters
  Score: Raw -456468.451374 + Penalty 2714.273494 = -453754.177880
  nChanged 4
		SP:Iteration 38Q (32443.800000 sec): 3 clusters
  Score: Raw -456469.862636 + Penalty 2714.273494 = -453755.589142
  nChanged 5
		SP:Iteration 39Q (32444.040000 sec): 3 clusters
  Score: Raw -456471.695584 + Penalty 2714.273494 = -453757.422090
  nChanged 13
		SP:Iteration 40F (32444.230000 sec): 3 clusters
  Score: Raw -456475.922021 + Penalty 2714.273494 = -453761.648527
  nChanged 12
		SP:Iteration 41Q (32444.390000 sec): 3 clusters
  Score: Raw -456479.123331 + Penalty 2714.273494 = -453764.849837
  nChanged 12
		SP:Iteration 42Q (32444.540000 sec): 3 clusters
  Score: Raw -456483.373678 + Penalty 2714.273494 = -453769.100184
  nChanged 16
		SP:Iteration 43Q (32444.710000 sec): 3 clusters
  Score: Raw -456490.596323 + Penalty 2714.273494 = -453776.322829
  nChanged 15
		SP:Iteration 44Q (32444.900000 sec): 3 clusters
  Score: Raw -456495.895960 + Penalty 2714.273494 = -453781.622466
  nChanged 13
		SP:Iteration 45Q (32445.010000 sec): 3 clusters
  Score: Raw -456501.219791 + Penalty 2714.273494 = -453786.946297
  nChanged 7
		SP:Iteration 46Q (32445.170000 sec): 3 clusters
  Score: Raw -456503.280091 + Penalty 2714.273494 = -453789.006598
  nChanged 7
		SP:Iteration 47Q (32445.360000 sec): 3 clusters
  Score: Raw -456505.171237 + Penalty 2714.273494 = -453790.897743
  nChanged 5
		SP:Iteration 48Q (32445.510000 sec): 3 clusters
  Score: Raw -456506.906268 + Penalty 2714.273494 = -453792.632774
  nChanged 3
		SP:Iteration 49Q (32445.690000 sec): 3 clusters
  Score: Raw -456508.227399 + Penalty 2714.273494 = -453793.953905
  nChanged 5
		SP:Iteration 50Q (32445.850000 sec): 3 clusters
  Score: Raw -456513.588001 + Penalty 2714.273494 = -453799.314507
  nChanged 10
		SP:Iteration 51Q (32446.020000 sec): 3 clusters
  Score: Raw -456521.298452 + Penalty 2714.273494 = -453807.024958
  nChanged 13
		SP:Iteration 52Q (32446.180000 sec): 3 clusters
  Score: Raw -456531.769369 + Penalty 2714.273494 = -453817.495875
  nChanged 6
		SP:Iteration 53Q (32446.340000 sec): 3 clusters
  Score: Raw -456539.090453 + Penalty 2714.273494 = -453824.816960
  nChanged 11
		SP:Iteration 54Q (32446.500000 sec): 3 clusters
  Score: Raw -456544.401768 + Penalty 2714.273494 = -453830.128274
  nChanged 6
		SP:Iteration 55Q (32446.670000 sec): 3 clusters
  Score: Raw -456547.454234 + Penalty 2714.273494 = -453833.180740
  nChanged 11
		SP:Iteration 56Q (32446.880000 sec): 3 clusters
  Score: Raw -456554.348355 + Penalty 2714.273494 = -453840.074861
  nChanged 8
		SP:Iteration 57Q (32447.050000 sec): 3 clusters
  Score: Raw -456559.740509 + Penalty 2714.273494 = -453845.467015
  nChanged 4
		SP:Iteration 58Q (32447.210000 sec): 3 clusters
  Score: Raw -456563.655374 + Penalty 2714.273494 = -453849.381880
  nChanged 3
		SP:Iteration 59Q (32447.380000 sec): 3 clusters
  Score: Raw -456566.186204 + Penalty 2714.273494 = -453851.912710
  nChanged 3
		SP:Iteration 60F (32447.540000 sec): 3 clusters
  Score: Raw -456567.389233 + Penalty 2714.273494 = -453853.115739
  nChanged 4
		SP:Iteration 61Q (32447.760000 sec): 3 clusters
  Score: Raw -456568.527258 + Penalty 2714.273494 = -453854.253764
  nChanged 3
		SP:Iteration 62Q (32447.910000 sec): 3 clusters
  Score: Raw -456570.616957 + Penalty 2714.273494 = -453856.343463
  nChanged 3
		SP:Iteration 63Q (32448.050000 sec): 3 clusters
  Score: Raw -456572.404923 + Penalty 2714.273494 = -453858.131429
  nChanged 3
		SP:Iteration 64Q (32448.230000 sec): 3 clusters
  Score: Raw -456573.272605 + Penalty 2714.273494 = -453858.999111
  nChanged 4
		SP:Iteration 65Q (32448.400000 sec): 3 clusters
  Score: Raw -456574.295878 + Penalty 2714.273494 = -453860.022384
  nChanged 5
		SP:Iteration 66Q (32448.570000 sec): 3 clusters
  Score: Raw -456577.555692 + Penalty 2714.273494 = -453863.282198
  nChanged 3
		SP:Iteration 67Q (32448.800000 sec): 3 clusters
  Score: Raw -456578.523285 + Penalty 2714.273494 = -453864.249791
  nChanged 3
		SP:Iteration 68Q (32448.990000 sec): 3 clusters
  Score: Raw -456579.539488 + Penalty 2714.273494 = -453865.265995
  nChanged 3
		SP:Iteration 69Q (32449.150000 sec): 3 clusters
  Score: Raw -456579.990059 + Penalty 2714.273494 = -453865.716565
  nChanged 3
		SP:Iteration 70Q (32449.340000 sec): 3 clusters
  Score: Raw -456580.871075 + Penalty 2714.273494 = -453866.597581
  nChanged 3
		SP:Iteration 71Q (32449.460000 sec): 3 clusters
  Score: Raw -456581.922791 + Penalty 2714.273494 = -453867.649297
  nChanged 5
		SP:Iteration 72Q (32449.600000 sec): 3 clusters
  Score: Raw -456583.724015 + Penalty 2714.273494 = -453869.450521
  nChanged 3
		SP:Iteration 73Q (32449.790000 sec): 3 clusters
  Score: Raw -456584.837854 + Penalty 2714.273494 = -453870.564360
  nChanged 2
		SP:Iteration 74Q (32450.010000 sec): 3 clusters
  Score: Raw -456586.437358 + Penalty 2714.273494 = -453872.163864
  nChanged 4
		SP:Iteration 75Q (32450.180000 sec): 3 clusters
  Score: Raw -456588.276779 + Penalty 2714.273494 = -453874.003285
  nChanged 5
		SP:Iteration 76Q (32450.350000 sec): 3 clusters
  Score: Raw -456589.874938 + Penalty 2714.273494 = -453875.601444
  nChanged 2
		SP:Iteration 77Q (32450.600000 sec): 3 clusters
  Score: Raw -456591.597076 + Penalty 2714.273494 = -453877.323582
  nChanged 4
		SP:Iteration 78Q (32450.780000 sec): 3 clusters
  Score: Raw -456592.854520 + Penalty 2714.273494 = -453878.581026
  nChanged 5
		SP:Iteration 79Q (32450.960000 sec): 3 clusters
  Score: Raw -456595.622248 + Penalty 2714.273494 = -453881.348754
  nChanged 2
		SP:Iteration 80F (32451.130000 sec): 3 clusters
  Score: Raw -456596.344708 + Penalty 2714.273494 = -453882.071214
  nChanged 2
		SP:Iteration 81Q (32451.340000 sec): 3 clusters
  Score: Raw -456597.514291 + Penalty 2714.273494 = -453883.240797
  nChanged 3
		SP:Iteration 82Q (32451.490000 sec): 3 clusters
  Score: Raw -456598.228250 + Penalty 2714.273494 = -453883.954756
  nChanged 0
		SP:Iteration 83F (32451.640000 sec): 3 clusters
  Score: Raw -456598.228250 + Penalty 2714.273494 = -453883.954756
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32451.730000 sec): 2 clusters
  Score: Raw -608776.088794 + Penalty 1400.356972 = -607375.731822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32451.990000 sec): 3 clusters
  Score: Raw -605832.094471 + Penalty 2800.713944 = -603031.380527
  nChanged 2272
		SP:Iteration 1F (32452.180000 sec): 3 clusters
  Score: Raw -607096.025836 + Penalty 2800.713944 = -604295.311892
  nChanged 401
		SP:Iteration 2F (32452.340000 sec): 3 clusters
  Score: Raw -607334.767335 + Penalty 2800.713944 = -604534.053391
  nChanged 345
		SP:Iteration 3F (32452.560000 sec): 3 clusters
  Score: Raw -607557.952279 + Penalty 2800.713944 = -604757.238335
  nChanged 305
		SP:Iteration 4F (32452.780000 sec): 3 clusters
  Score: Raw -607753.126414 + Penalty 2800.713944 = -604952.412470
  nChanged 303
		SP:Iteration 5F (32453.000000 sec): 3 clusters
  Score: Raw -607996.755222 + Penalty 2800.713944 = -605196.041278
  nChanged 320
		SP:Iteration 6F (32453.160000 sec): 3 clusters
  Score: Raw -608277.896575 + Penalty 2800.713944 = -605477.182631
  nChanged 311
		SP:Iteration 7F (32453.340000 sec): 3 clusters
  Score: Raw -608535.167748 + Penalty 2800.713944 = -605734.453804
  nChanged 264
		SP:Iteration 8Q (32453.540000 sec): 3 clusters
  Score: Raw -608764.182930 + Penalty 2800.713944 = -605963.468987
  nChanged 204
		SP:Iteration 9Q (32453.720000 sec): 3 clusters
  Score: Raw -608930.318546 + Penalty 2800.713944 = -606129.604603
  nChanged 160
		SP:Iteration 10Q (32453.930000 sec): 3 clusters
  Score: Raw -609056.303964 + Penalty 2800.713944 = -606255.590020
  nChanged 140
		SP:Iteration 11Q (32454.130000 sec): 3 clusters
  Score: Raw -609151.167132 + Penalty 2800.713944 = -606350.453188
  nChanged 85
		SP:Iteration 12Q (32454.360000 sec): 3 clusters
  Score: Raw -609209.340728 + Penalty 2800.713944 = -606408.626785
  nChanged 85
		SP:Iteration 13Q (32454.520000 sec): 3 clusters
  Score: Raw -609264.568633 + Penalty 2800.713944 = -606463.854689
  nChanged 73
		SP:Iteration 14Q (32454.710000 sec): 3 clusters
  Score: Raw -609299.115001 + Penalty 2800.713944 = -606498.401058
  nChanged 48
		SP:Iteration 15Q (32454.940000 sec): 3 clusters
  Score: Raw -609320.265924 + Penalty 2800.713944 = -606519.551981
  nChanged 43
		SP:Iteration 16Q (32455.190000 sec): 3 clusters
  Score: Raw -609343.129500 + Penalty 2800.713944 = -606542.415556
  nChanged 42
		SP:Iteration 17Q (32455.310000 sec): 3 clusters
  Score: Raw -609367.019300 + Penalty 2800.713944 = -606566.305356
  nChanged 36
		SP:Iteration 18Q (32455.520000 sec): 3 clusters
  Score: Raw -609384.926876 + Penalty 2800.713944 = -606584.212932
  nChanged 37
		SP:Iteration 19Q (32455.710000 sec): 3 clusters
  Score: Raw -609407.191751 + Penalty 2800.713944 = -606606.477807
  nChanged 43
		SP:Iteration 20F (32455.880000 sec): 3 clusters
  Score: Raw -609435.980401 + Penalty 2800.713944 = -606635.266457
  nChanged 43
		SP:Iteration 21Q (32456.120000 sec): 3 clusters
  Score: Raw -609467.774354 + Penalty 2800.713944 = -606667.060411
  nChanged 47
		SP:Iteration 22Q (32456.270000 sec): 3 clusters
  Score: Raw -609498.720460 + Penalty 2800.713944 = -606698.006516
  nChanged 38
		SP:Iteration 23Q (32456.470000 sec): 3 clusters
  Score: Raw -609515.610161 + Penalty 2800.713944 = -606714.896217
  nChanged 24
		SP:Iteration 24Q (32456.650000 sec): 3 clusters
  Score: Raw -609524.745183 + Penalty 2800.713944 = -606724.031239
  nChanged 21
		SP:Iteration 25Q (32456.830000 sec): 3 clusters
  Score: Raw -609534.741968 + Penalty 2800.713944 = -606734.028024
  nChanged 16
		SP:Iteration 26Q (32457.020000 sec): 3 clusters
  Score: Raw -609541.160081 + Penalty 2800.713944 = -606740.446137
  nChanged 6
		SP:Iteration 27Q (32457.220000 sec): 3 clusters
  Score: Raw -609542.978865 + Penalty 2800.713944 = -606742.264921
  nChanged 4
		SP:Iteration 28Q (32457.370000 sec): 3 clusters
  Score: Raw -609544.298432 + Penalty 2800.713944 = -606743.584488
  nChanged 4
		SP:Iteration 29Q (32457.550000 sec): 3 clusters
  Score: Raw -609546.153375 + Penalty 2800.713944 = -606745.439432
  nChanged 8
		SP:Iteration 30Q (32457.760000 sec): 3 clusters
  Score: Raw -609548.773329 + Penalty 2800.713944 = -606748.059385
  nChanged 10
		SP:Iteration 31Q (32457.940000 sec): 3 clusters
  Score: Raw -609553.621627 + Penalty 2800.713944 = -606752.907683
  nChanged 7
		SP:Iteration 32Q (32458.120000 sec): 3 clusters
  Score: Raw -609556.655189 + Penalty 2800.713944 = -606755.941245
  nChanged 9
		SP:Iteration 33Q (32458.310000 sec): 3 clusters
  Score: Raw -609560.153423 + Penalty 2800.713944 = -606759.439479
  nChanged 6
		SP:Iteration 34Q (32458.480000 sec): 3 clusters
  Score: Raw -609562.491274 + Penalty 2800.713944 = -606761.777331
  nChanged 6
		SP:Iteration 35Q (32458.690000 sec): 3 clusters
  Score: Raw -609564.150727 + Penalty 2800.713944 = -606763.436783
  nChanged 3
		SP:Iteration 36Q (32458.850000 sec): 3 clusters
  Score: Raw -609565.411695 + Penalty 2800.713944 = -606764.697752
  nChanged 3
		SP:Iteration 37Q (32459.060000 sec): 3 clusters
  Score: Raw -609567.274921 + Penalty 2800.713944 = -606766.560978
  nChanged 5
		SP:Iteration 38Q (32459.230000 sec): 3 clusters
  Score: Raw -609569.614956 + Penalty 2800.713944 = -606768.901012
  nChanged 4
		SP:Iteration 39Q (32459.430000 sec): 3 clusters
  Score: Raw -609570.924093 + Penalty 2800.713944 = -606770.210150
  nChanged 5
		SP:Iteration 40F (32459.640000 sec): 3 clusters
  Score: Raw -609573.326301 + Penalty 2800.713944 = -606772.612357
  nChanged 6
		SP:Iteration 41Q (32459.810000 sec): 3 clusters
  Score: Raw -609575.864267 + Penalty 2800.713944 = -606775.150323
  nChanged 2
		SP:Iteration 42Q (32460.030000 sec): 3 clusters
  Score: Raw -609576.172773 + Penalty 2800.713944 = -606775.458829
  nChanged 0
		SP:Iteration 43F (32460.230000 sec): 3 clusters
  Score: Raw -609576.172773 + Penalty 2800.713944 = -606775.458829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (82182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32460.850000 sec): 2 clusters
  Score: Raw -9468609.500033 + Penalty 1838.962382 = -9466770.537651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32461.490000 sec): 3 clusters
  Score: Raw -9415550.475411 + Penalty 3677.924763 = -9411872.550648
  nChanged 39021
		SP:Iteration 1F (32462.090000 sec): 3 clusters
  Score: Raw -9438354.745056 + Penalty 3677.924763 = -9434676.820293
  nChanged 3319
		SP:Iteration 2Q (32462.680000 sec): 3 clusters
  Score: Raw -9439512.858912 + Penalty 3677.924763 = -9435834.934149
  nChanged 4268
		SP:Iteration 3F (32463.280000 sec): 3 clusters
  Score: Raw -9441561.000002 + Penalty 3677.924763 = -9437883.075239
  nChanged 5706
		SP:Iteration 4F (32463.890000 sec): 3 clusters
  Score: Raw -9445322.767798 + Penalty 3677.924763 = -9441644.843035
  nChanged 7107
		SP:Iteration 5F (32464.500000 sec): 3 clusters
  Score: Raw -9451422.187247 + Penalty 3677.924763 = -9447744.262484
  nChanged 7526
		SP:Iteration 6F (32465.030000 sec): 3 clusters
  Score: Raw -9458989.166449 + Penalty 3677.924763 = -9455311.241686
  nChanged 5569
		SP:Iteration 7F (32465.580000 sec): 3 clusters
  Score: Raw -9464805.576511 + Penalty 3677.924763 = -9461127.651748
  nChanged 2680
		SP:Iteration 8Q (32466.180000 sec): 3 clusters
  Score: Raw -9467506.453129 + Penalty 3677.924763 = -9463828.528365
  nChanged 872
		SP:Iteration 9Q (32466.700000 sec): 3 clusters
  Score: Raw -9468340.883171 + Penalty 3677.924763 = -9464662.958407
  nChanged 257
		SP:Iteration 10Q (32467.210000 sec): 3 clusters
  Score: Raw -9468615.338573 + Penalty 3677.924763 = -9464937.413810
  nChanged 73
		SP:Iteration 11Q (32467.720000 sec): 3 clusters
  Score: Raw -9468718.722434 + Penalty 3677.924763 = -9465040.797671
  nChanged 33
		SP:Iteration 12Q (32468.240000 sec): 3 clusters
  Score: Raw -9468772.351428 + Penalty 3677.924763 = -9465094.426665
  nChanged 15
		SP:Iteration 13Q (32468.850000 sec): 3 clusters
  Score: Raw -9468797.721010 + Penalty 3677.924763 = -9465119.796247
  nChanged 13
		SP:Iteration 14Q (32469.380000 sec): 3 clusters
  Score: Raw -9468812.786998 + Penalty 3677.924763 = -9465134.862234
  nChanged 12
		SP:Iteration 15Q (32469.930000 sec): 3 clusters
  Score: Raw -9468829.217400 + Penalty 3677.924763 = -9465151.292637
  nChanged 5
		SP:Iteration 16Q (32470.470000 sec): 3 clusters
  Score: Raw -9468836.399571 + Penalty 3677.924763 = -9465158.474808
  nChanged 3
		SP:Iteration 17Q (32471.020000 sec): 3 clusters
  Score: Raw -9468839.707908 + Penalty 3677.924763 = -9465161.783145
  nChanged 1
		SP:Iteration 18Q (32471.620000 sec): 3 clusters
  Score: Raw -9468841.125711 + Penalty 3677.924763 = -9465163.200948
  nChanged 2
		SP:Iteration 19Q (32472.180000 sec): 3 clusters
  Score: Raw -9468843.862229 + Penalty 3677.924763 = -9465165.937466
  nChanged 1
		SP:Iteration 20F (32472.810000 sec): 3 clusters
  Score: Raw -9468845.029242 + Penalty 3677.924763 = -9465167.104479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32473.060000 sec): 2 clusters
  Score: Raw -2474170.035238 + Penalty 1640.097688 = -2472529.937551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32473.420000 sec): 3 clusters
  Score: Raw -2459505.271240 + Penalty 3280.195375 = -2456225.075865
  nChanged 10937
		SP:Iteration 1F (32473.680000 sec): 3 clusters
  Score: Raw -2465679.350291 + Penalty 3280.195375 = -2462399.154916
  nChanged 1299
		SP:Iteration 2F (32473.990000 sec): 3 clusters
  Score: Raw -2466207.482556 + Penalty 3280.195375 = -2462927.287181
  nChanged 1291
		SP:Iteration 3F (32474.330000 sec): 3 clusters
  Score: Raw -2466824.031282 + Penalty 3280.195375 = -2463543.835907
  nChanged 1277
		SP:Iteration 4F (32474.650000 sec): 3 clusters
  Score: Raw -2467505.201758 + Penalty 3280.195375 = -2464225.006383
  nChanged 1380
		SP:Iteration 5F (32474.900000 sec): 3 clusters
  Score: Raw -2468333.683560 + Penalty 3280.195375 = -2465053.488185
  nChanged 1408
		SP:Iteration 6F (32475.230000 sec): 3 clusters
  Score: Raw -2469252.553492 + Penalty 3280.195375 = -2465972.358117
  nChanged 1452
		SP:Iteration 7F (32475.500000 sec): 3 clusters
  Score: Raw -2470304.370220 + Penalty 3280.195375 = -2467024.174845
  nChanged 1383
		SP:Iteration 8F (32475.800000 sec): 3 clusters
  Score: Raw -2471369.304222 + Penalty 3280.195375 = -2468089.108847
  nChanged 1263
		SP:Iteration 9F (32476.140000 sec): 3 clusters
  Score: Raw -2472346.915000 + Penalty 3280.195375 = -2469066.719625
  nChanged 1001
		SP:Iteration 10Q (32476.400000 sec): 3 clusters
  Score: Raw -2473123.656027 + Penalty 3280.195375 = -2469843.460652
  nChanged 748
		SP:Iteration 11Q (32476.730000 sec): 3 clusters
  Score: Raw -2473714.293104 + Penalty 3280.195375 = -2470434.097728
  nChanged 445
		SP:Iteration 12Q (32477.050000 sec): 3 clusters
  Score: Raw -2474051.861579 + Penalty 3280.195375 = -2470771.666204
  nChanged 274
		SP:Iteration 13Q (32477.370000 sec): 3 clusters
  Score: Raw -2474267.735464 + Penalty 3280.195375 = -2470987.540089
  nChanged 173
		SP:Iteration 14Q (32477.680000 sec): 3 clusters
  Score: Raw -2474404.517986 + Penalty 3280.195375 = -2471124.322611
  nChanged 97
		SP:Iteration 15Q (32478.020000 sec): 3 clusters
  Score: Raw -2474467.425243 + Penalty 3280.195375 = -2471187.229868
  nChanged 55
		SP:Iteration 16Q (32478.300000 sec): 3 clusters
  Score: Raw -2474495.870619 + Penalty 3280.195375 = -2471215.675244
  nChanged 31
		SP:Iteration 17Q (32478.590000 sec): 3 clusters
  Score: Raw -2474511.054412 + Penalty 3280.195375 = -2471230.859037
  nChanged 19
		SP:Iteration 18Q (32478.890000 sec): 3 clusters
  Score: Raw -2474521.527535 + Penalty 3280.195375 = -2471241.332160
  nChanged 17
		SP:Iteration 19Q (32479.200000 sec): 3 clusters
  Score: Raw -2474528.671558 + Penalty 3280.195375 = -2471248.476183
  nChanged 9
		SP:Iteration 20F (32479.500000 sec): 3 clusters
  Score: Raw -2474532.300881 + Penalty 3280.195375 = -2471252.105506
  nChanged 8
		SP:Iteration 21Q (32479.750000 sec): 3 clusters
  Score: Raw -2474537.730281 + Penalty 3280.195375 = -2471257.534906
  nChanged 11
		SP:Iteration 22Q (32480.020000 sec): 3 clusters
  Score: Raw -2474543.296917 + Penalty 3280.195375 = -2471263.101542
  nChanged 6
		SP:Iteration 23Q (32480.340000 sec): 3 clusters
  Score: Raw -2474545.108866 + Penalty 3280.195375 = -2471264.913491
  nChanged 5
		SP:Iteration 24Q (32480.660000 sec): 3 clusters
  Score: Raw -2474545.793950 + Penalty 3280.195375 = -2471265.598575
  nChanged 0
		SP:Iteration 25F (32480.960000 sec): 3 clusters
  Score: Raw -2474545.793950 + Penalty 3280.195375 = -2471265.598575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32481.140000 sec): 2 clusters
  Score: Raw -2632807.025994 + Penalty 1640.373094 = -2631166.652900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32481.410000 sec): 3 clusters
  Score: Raw -2618037.535807 + Penalty 3280.746189 = -2614756.789618
  nChanged 11027
		SP:Iteration 1F (32481.760000 sec): 3 clusters
  Score: Raw -2624192.670317 + Penalty 3280.746189 = -2620911.924128
  nChanged 1108
		SP:Iteration 2Q (32482.070000 sec): 3 clusters
  Score: Raw -2624596.539467 + Penalty 3280.746189 = -2621315.793278
  nChanged 1123
		SP:Iteration 3Q (32482.340000 sec): 3 clusters
  Score: Raw -2625047.617050 + Penalty 3280.746189 = -2621766.870862
  nChanged 1178
		SP:Iteration 4Q (32482.640000 sec): 3 clusters
  Score: Raw -2625519.577933 + Penalty 3280.746189 = -2622238.831744
  nChanged 1149
		SP:Iteration 5Q (32482.950000 sec): 3 clusters
  Score: Raw -2626017.532929 + Penalty 3280.746189 = -2622736.786740
  nChanged 1176
		SP:Iteration 6Q (32483.220000 sec): 3 clusters
  Score: Raw -2626576.036295 + Penalty 3280.746189 = -2623295.290106
  nChanged 1225
		SP:Iteration 7F (32483.500000 sec): 3 clusters
  Score: Raw -2627187.296242 + Penalty 3280.746189 = -2623906.550053
  nChanged 1169
		SP:Iteration 8Q (32483.780000 sec): 3 clusters
  Score: Raw -2627797.409833 + Penalty 3280.746189 = -2624516.663644
  nChanged 1142
		SP:Iteration 9Q (32484.050000 sec): 3 clusters
  Score: Raw -2628463.699746 + Penalty 3280.746189 = -2625182.953557
  nChanged 1151
		SP:Iteration 10Q (32484.370000 sec): 3 clusters
  Score: Raw -2629233.741264 + Penalty 3280.746189 = -2625952.995076
  nChanged 1062
		SP:Iteration 11Q (32484.710000 sec): 3 clusters
  Score: Raw -2629983.770430 + Penalty 3280.746189 = -2626703.024242
  nChanged 897
		SP:Iteration 12Q (32485.010000 sec): 3 clusters
  Score: Raw -2630622.884833 + Penalty 3280.746189 = -2627342.138644
  nChanged 745
		SP:Iteration 13Q (32485.280000 sec): 3 clusters
  Score: Raw -2631153.754778 + Penalty 3280.746189 = -2627873.008590
  nChanged 633
		SP:Iteration 14Q (32485.560000 sec): 3 clusters
  Score: Raw -2631611.252119 + Penalty 3280.746189 = -2628330.505930
  nChanged 513
		SP:Iteration 15Q (32485.830000 sec): 3 clusters
  Score: Raw -2631993.993886 + Penalty 3280.746189 = -2628713.247697
  nChanged 378
		SP:Iteration 16Q (32486.090000 sec): 3 clusters
  Score: Raw -2632265.450951 + Penalty 3280.746189 = -2628984.704763
  nChanged 305
		SP:Iteration 17Q (32486.360000 sec): 3 clusters
  Score: Raw -2632508.711070 + Penalty 3280.746189 = -2629227.964881
  nChanged 242
		SP:Iteration 18Q (32486.660000 sec): 3 clusters
  Score: Raw -2632713.087700 + Penalty 3280.746189 = -2629432.341512
  nChanged 186
		SP:Iteration 19Q (32486.960000 sec): 3 clusters
  Score: Raw -2632872.685991 + Penalty 3280.746189 = -2629591.939802
  nChanged 143
		SP:Iteration 20F (32487.270000 sec): 3 clusters
  Score: Raw -2632997.828469 + Penalty 3280.746189 = -2629717.082280
  nChanged 128
		SP:Iteration 21Q (32487.540000 sec): 3 clusters
  Score: Raw -2633084.938037 + Penalty 3280.746189 = -2629804.191848
  nChanged 92
		SP:Iteration 22Q (32487.820000 sec): 3 clusters
  Score: Raw -2633138.197578 + Penalty 3280.746189 = -2629857.451389
  nChanged 65
		SP:Iteration 23Q (32488.130000 sec): 3 clusters
  Score: Raw -2633167.109802 + Penalty 3280.746189 = -2629886.363614
  nChanged 59
		SP:Iteration 24Q (32488.400000 sec): 3 clusters
  Score: Raw -2633198.297341 + Penalty 3280.746189 = -2629917.551152
  nChanged 46
		SP:Iteration 25Q (32488.700000 sec): 3 clusters
  Score: Raw -2633222.555527 + Penalty 3280.746189 = -2629941.809338
  nChanged 42
		SP:Iteration 26Q (32489.000000 sec): 3 clusters
  Score: Raw -2633247.536879 + Penalty 3280.746189 = -2629966.790691
  nChanged 36
		SP:Iteration 27Q (32489.300000 sec): 3 clusters
  Score: Raw -2633262.633650 + Penalty 3280.746189 = -2629981.887461
  nChanged 45
		SP:Iteration 28Q (32489.550000 sec): 3 clusters
  Score: Raw -2633284.238607 + Penalty 3280.746189 = -2630003.492418
  nChanged 38
		SP:Iteration 29Q (32489.860000 sec): 3 clusters
  Score: Raw -2633303.627547 + Penalty 3280.746189 = -2630022.881358
  nChanged 28
		SP:Iteration 30Q (32490.120000 sec): 3 clusters
  Score: Raw -2633314.405853 + Penalty 3280.746189 = -2630033.659664
  nChanged 30
		SP:Iteration 31Q (32490.430000 sec): 3 clusters
  Score: Raw -2633325.696022 + Penalty 3280.746189 = -2630044.949833
  nChanged 28
		SP:Iteration 32Q (32490.740000 sec): 3 clusters
  Score: Raw -2633335.485520 + Penalty 3280.746189 = -2630054.739332
  nChanged 20
		SP:Iteration 33Q (32491.050000 sec): 3 clusters
  Score: Raw -2633341.279439 + Penalty 3280.746189 = -2630060.533251
  nChanged 11
		SP:Iteration 34Q (32491.310000 sec): 3 clusters
  Score: Raw -2633344.016746 + Penalty 3280.746189 = -2630063.270558
  nChanged 10
		SP:Iteration 35Q (32491.610000 sec): 3 clusters
  Score: Raw -2633346.661229 + Penalty 3280.746189 = -2630065.915040
  nChanged 8
		SP:Iteration 36Q (32491.880000 sec): 3 clusters
  Score: Raw -2633348.959081 + Penalty 3280.746189 = -2630068.212893
  nChanged 6
		SP:Iteration 37Q (32492.220000 sec): 3 clusters
  Score: Raw -2633350.680932 + Penalty 3280.746189 = -2630069.934744
  nChanged 4
		SP:Iteration 38Q (32492.540000 sec): 3 clusters
  Score: Raw -2633351.902520 + Penalty 3280.746189 = -2630071.156331
  nChanged 4
		SP:Iteration 39Q (32492.850000 sec): 3 clusters
  Score: Raw -2633353.072374 + Penalty 3280.746189 = -2630072.326186
  nChanged 3
		SP:Iteration 40F (32493.160000 sec): 3 clusters
  Score: Raw -2633354.094912 + Penalty 3280.746189 = -2630073.348724
  nChanged 4
		SP:Iteration 41Q (32493.460000 sec): 3 clusters
  Score: Raw -2633355.412065 + Penalty 3280.746189 = -2630074.665877
  nChanged 6
		SP:Iteration 42Q (32493.720000 sec): 3 clusters
  Score: Raw -2633357.285897 + Penalty 3280.746189 = -2630076.539709
  nChanged 2
		SP:Iteration 43Q (32494.000000 sec): 3 clusters
  Score: Raw -2633357.757076 + Penalty 3280.746189 = -2630077.010887
  nChanged 2
		SP:Iteration 44Q (32494.280000 sec): 3 clusters
  Score: Raw -2633358.171971 + Penalty 3280.746189 = -2630077.425782
  nChanged 3
		SP:Iteration 45Q (32494.580000 sec): 3 clusters
  Score: Raw -2633358.879648 + Penalty 3280.746189 = -2630078.133460
  nChanged 1
		SP:Iteration 46Q (32494.860000 sec): 3 clusters
  Score: Raw -2633359.047254 + Penalty 3280.746189 = -2630078.301066
  nChanged 2
		SP:Iteration 47Q (32495.140000 sec): 3 clusters
  Score: Raw -2633359.394285 + Penalty 3280.746189 = -2630078.648097
  nChanged 2
		SP:Iteration 48Q (32495.480000 sec): 3 clusters
  Score: Raw -2633360.034532 + Penalty 3280.746189 = -2630079.288343
  nChanged 2
		SP:Iteration 49Q (32495.740000 sec): 3 clusters
  Score: Raw -2633360.505764 + Penalty 3280.746189 = -2630079.759576
  nChanged 1
		SP:Iteration 50Q (32496.030000 sec): 3 clusters
  Score: Raw -2633360.719772 + Penalty 3280.746189 = -2630079.973583
  nChanged 0
		SP:Iteration 51F (32496.360000 sec): 3 clusters
  Score: Raw -2633360.719772 + Penalty 3280.746189 = -2630079.973583
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (5830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32496.460000 sec): 2 clusters
  Score: Raw -617239.166910 + Penalty 1409.000495 = -615830.166415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32496.710000 sec): 3 clusters
  Score: Raw -614175.371503 + Penalty 2818.000991 = -611357.370512
  nChanged 2380
		SP:Iteration 1F (32496.830000 sec): 3 clusters
  Score: Raw -615473.926135 + Penalty 2818.000991 = -612655.925144
  nChanged 444
		SP:Iteration 2F (32497.020000 sec): 3 clusters
  Score: Raw -615765.801450 + Penalty 2818.000991 = -612947.800460
  nChanged 392
		SP:Iteration 3F (32497.200000 sec): 3 clusters
  Score: Raw -616043.528860 + Penalty 2818.000991 = -613225.527870
  nChanged 364
		SP:Iteration 4F (32497.420000 sec): 3 clusters
  Score: Raw -616297.015067 + Penalty 2818.000991 = -613479.014077
  nChanged 309
		SP:Iteration 5F (32497.600000 sec): 3 clusters
  Score: Raw -616520.414898 + Penalty 2818.000991 = -613702.413907
  nChanged 264
		SP:Iteration 6Q (32497.830000 sec): 3 clusters
  Score: Raw -616724.002181 + Penalty 2818.000991 = -613906.001190
  nChanged 241
		SP:Iteration 7Q (32498.000000 sec): 3 clusters
  Score: Raw -616900.999424 + Penalty 2818.000991 = -614082.998433
  nChanged 207
		SP:Iteration 8Q (32498.200000 sec): 3 clusters
  Score: Raw -617055.807482 + Penalty 2818.000991 = -614237.806491
  nChanged 178
		SP:Iteration 9Q (32498.420000 sec): 3 clusters
  Score: Raw -617187.865711 + Penalty 2818.000991 = -614369.864720
  nChanged 165
		SP:Iteration 10Q (32498.630000 sec): 3 clusters
  Score: Raw -617286.252139 + Penalty 2818.000991 = -614468.251149
  nChanged 132
		SP:Iteration 11Q (32498.800000 sec): 3 clusters
  Score: Raw -617371.212242 + Penalty 2818.000991 = -614553.211251
  nChanged 125
		SP:Iteration 12Q (32499.000000 sec): 3 clusters
  Score: Raw -617454.612278 + Penalty 2818.000991 = -614636.611287
  nChanged 118
		SP:Iteration 13Q (32499.220000 sec): 3 clusters
  Score: Raw -617539.310767 + Penalty 2818.000991 = -614721.309776
  nChanged 127
		SP:Iteration 14Q (32499.360000 sec): 3 clusters
  Score: Raw -617615.318286 + Penalty 2818.000991 = -614797.317295
  nChanged 107
		SP:Iteration 15Q (32499.550000 sec): 3 clusters
  Score: Raw -617675.724305 + Penalty 2818.000991 = -614857.723314
  nChanged 91
		SP:Iteration 16Q (32499.730000 sec): 3 clusters
  Score: Raw -617724.164307 + Penalty 2818.000991 = -614906.163316
  nChanged 86
		SP:Iteration 17Q (32499.920000 sec): 3 clusters
  Score: Raw -617768.323203 + Penalty 2818.000991 = -614950.322212
  nChanged 60
		SP:Iteration 18Q (32500.120000 sec): 3 clusters
  Score: Raw -617794.283884 + Penalty 2818.000991 = -614976.282893
  nChanged 58
		SP:Iteration 19Q (32500.270000 sec): 3 clusters
  Score: Raw -617820.241976 + Penalty 2818.000991 = -615002.240985
  nChanged 50
		SP:Iteration 20F (32500.520000 sec): 3 clusters
  Score: Raw -617840.519933 + Penalty 2818.000991 = -615022.518942
  nChanged 42
		SP:Iteration 21Q (32500.720000 sec): 3 clusters
  Score: Raw -617856.682259 + Penalty 2818.000991 = -615038.681268
  nChanged 33
		SP:Iteration 22Q (32500.910000 sec): 3 clusters
  Score: Raw -617876.439196 + Penalty 2818.000991 = -615058.438205
  nChanged 41
		SP:Iteration 23Q (32501.120000 sec): 3 clusters
  Score: Raw -617903.433223 + Penalty 2818.000991 = -615085.432232
  nChanged 39
		SP:Iteration 24Q (32501.340000 sec): 3 clusters
  Score: Raw -617929.653146 + Penalty 2818.000991 = -615111.652155
  nChanged 44
		SP:Iteration 25Q (32501.560000 sec): 3 clusters
  Score: Raw -617958.051536 + Penalty 2818.000991 = -615140.050545
  nChanged 45
		SP:Iteration 26Q (32501.760000 sec): 3 clusters
  Score: Raw -617982.089170 + Penalty 2818.000991 = -615164.088180
  nChanged 45
		SP:Iteration 27Q (32501.940000 sec): 3 clusters
  Score: Raw -618007.161508 + Penalty 2818.000991 = -615189.160517
  nChanged 50
		SP:Iteration 28Q (32502.130000 sec): 3 clusters
  Score: Raw -618031.413374 + Penalty 2818.000991 = -615213.412383
  nChanged 48
		SP:Iteration 29Q (32502.330000 sec): 3 clusters
  Score: Raw -618048.564459 + Penalty 2818.000991 = -615230.563468
  nChanged 49
		SP:Iteration 30Q (32502.500000 sec): 3 clusters
  Score: Raw -618070.611285 + Penalty 2818.000991 = -615252.610294
  nChanged 57
		SP:Iteration 31Q (32502.710000 sec): 3 clusters
  Score: Raw -618094.545189 + Penalty 2818.000991 = -615276.544198
  nChanged 72
		SP:Iteration 32Q (32502.860000 sec): 3 clusters
  Score: Raw -618130.086273 + Penalty 2818.000991 = -615312.085283
  nChanged 89
		SP:Iteration 33Q (32503.010000 sec): 3 clusters
  Score: Raw -618181.631206 + Penalty 2818.000991 = -615363.630216
  nChanged 93
		SP:Iteration 34Q (32503.200000 sec): 3 clusters
  Score: Raw -618242.205961 + Penalty 2818.000991 = -615424.204970
  nChanged 127
		SP:Iteration 35Q (32503.400000 sec): 3 clusters
  Score: Raw -618338.112817 + Penalty 2818.000991 = -615520.111827
  nChanged 151
		SP:Iteration 36Q (32503.570000 sec): 3 clusters
  Score: Raw -618472.546693 + Penalty 2818.000991 = -615654.545702
  nChanged 144
		SP:Iteration 37Q (32503.770000 sec): 3 clusters
  Score: Raw -618587.961065 + Penalty 2818.000991 = -615769.960074
  nChanged 141
		SP:Iteration 38Q (32503.960000 sec): 3 clusters
  Score: Raw -618715.232711 + Penalty 2818.000991 = -615897.231720
  nChanged 130
		SP:Iteration 39Q (32504.190000 sec): 3 clusters
  Score: Raw -618853.352091 + Penalty 2818.000991 = -616035.351100
  nChanged 143
		SP:Iteration 40F (32504.380000 sec): 3 clusters
  Score: Raw -619085.210046 + Penalty 2818.000991 = -616267.209055
  nChanged 164
		SP:Iteration 41Q (32504.600000 sec): 3 clusters
  Score: Raw -619376.362926 + Penalty 2818.000991 = -616558.361935
  nChanged 111
		SP:Iteration 42Q (32504.770000 sec): 3 clusters
  Score: Raw -619548.575272 + Penalty 2818.000991 = -616730.574281
  nChanged 74
		SP:Iteration 43Q (32504.940000 sec): 3 clusters
  Score: Raw -619617.221975 + Penalty 2818.000991 = -616799.220985
  nChanged 38
		SP:Iteration 44Q (32505.160000 sec): 3 clusters
  Score: Raw -619639.189658 + Penalty 2818.000991 = -616821.188667
  nChanged 18
		SP:Iteration 45Q (32505.320000 sec): 3 clusters
  Score: Raw -619644.513798 + Penalty 2818.000991 = -616826.512807
  nChanged 8
		SP:Iteration 46Q (32505.480000 sec): 3 clusters
  Score: Raw -619646.305769 + Penalty 2818.000991 = -616828.304778
  nChanged 0
		SP:Iteration 47F (32505.720000 sec): 3 clusters
  Score: Raw -619646.305769 + Penalty 2818.000991 = -616828.304778
  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 9.11 GB.

 Trying to split cluster 9 (4844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32505.810000 sec): 2 clusters
  Score: Raw -485782.683936 + Penalty 1378.893117 = -484403.790819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32505.990000 sec): 3 clusters
  Score: Raw -483210.418402 + Penalty 2757.786234 = -480452.632168
  nChanged 1966
		SP:Iteration 1F (32506.120000 sec): 3 clusters
  Score: Raw -484346.402155 + Penalty 2757.786234 = -481588.615921
  nChanged 411
		SP:Iteration 2F (32506.300000 sec): 3 clusters
  Score: Raw -484640.245326 + Penalty 2757.786234 = -481882.459092
  nChanged 348
		SP:Iteration 3F (32506.450000 sec): 3 clusters
  Score: Raw -484854.852939 + Penalty 2757.786234 = -482097.066705
  nChanged 271
		SP:Iteration 4F (32506.630000 sec): 3 clusters
  Score: Raw -485034.807943 + Penalty 2757.786234 = -482277.021709
  nChanged 222
		SP:Iteration 5Q (32506.780000 sec): 3 clusters
  Score: Raw -485193.264212 + Penalty 2757.786234 = -482435.477978
  nChanged 214
		SP:Iteration 6Q (32506.920000 sec): 3 clusters
  Score: Raw -485323.811175 + Penalty 2757.786234 = -482566.024941
  nChanged 175
		SP:Iteration 7Q (32507.100000 sec): 3 clusters
  Score: Raw -485438.933522 + Penalty 2757.786234 = -482681.147288
  nChanged 173
		SP:Iteration 8Q (32507.250000 sec): 3 clusters
  Score: Raw -485525.772029 + Penalty 2757.786234 = -482767.985795
  nChanged 149
		SP:Iteration 9Q (32507.420000 sec): 3 clusters
  Score: Raw -485593.152981 + Penalty 2757.786234 = -482835.366747
  nChanged 114
		SP:Iteration 10Q (32507.610000 sec): 3 clusters
  Score: Raw -485645.352574 + Penalty 2757.786234 = -482887.566340
  nChanged 102
		SP:Iteration 11Q (32507.770000 sec): 3 clusters
  Score: Raw -485702.124504 + Penalty 2757.786234 = -482944.338270
  nChanged 113
		SP:Iteration 12Q (32507.970000 sec): 3 clusters
  Score: Raw -485761.674613 + Penalty 2757.786234 = -483003.888379
  nChanged 108
		SP:Iteration 13Q (32508.190000 sec): 3 clusters
  Score: Raw -485809.985252 + Penalty 2757.786234 = -483052.199018
  nChanged 86
		SP:Iteration 14Q (32508.350000 sec): 3 clusters
  Score: Raw -485845.166390 + Penalty 2757.786234 = -483087.380156
  nChanged 75
		SP:Iteration 15Q (32508.560000 sec): 3 clusters
  Score: Raw -485879.356561 + Penalty 2757.786234 = -483121.570327
  nChanged 78
		SP:Iteration 16Q (32508.730000 sec): 3 clusters
  Score: Raw -485923.123688 + Penalty 2757.786234 = -483165.337454
  nChanged 83
		SP:Iteration 17Q (32508.950000 sec): 3 clusters
  Score: Raw -485972.436051 + Penalty 2757.786234 = -483214.649817
  nChanged 79
		SP:Iteration 18Q (32509.120000 sec): 3 clusters
  Score: Raw -486030.233254 + Penalty 2757.786234 = -483272.447020
  nChanged 82
		SP:Iteration 19Q (32509.320000 sec): 3 clusters
  Score: Raw -486089.602071 + Penalty 2757.786234 = -483331.815837
  nChanged 106
		SP:Iteration 20F (32509.480000 sec): 3 clusters
  Score: Raw -486147.154392 + Penalty 2757.786234 = -483389.368158
  nChanged 78
		SP:Iteration 21Q (32509.650000 sec): 3 clusters
  Score: Raw -486172.741398 + Penalty 2757.786234 = -483414.955164
  nChanged 55
		SP:Iteration 22Q (32509.870000 sec): 3 clusters
  Score: Raw -486192.207071 + Penalty 2757.786234 = -483434.420837
  nChanged 44
		SP:Iteration 23Q (32510.040000 sec): 3 clusters
  Score: Raw -486211.076630 + Penalty 2757.786234 = -483453.290396
  nChanged 29
		SP:Iteration 24Q (32510.240000 sec): 3 clusters
  Score: Raw -486219.679850 + Penalty 2757.786234 = -483461.893616
  nChanged 20
		SP:Iteration 25Q (32510.390000 sec): 3 clusters
  Score: Raw -486224.045668 + Penalty 2757.786234 = -483466.259434
  nChanged 12
		SP:Iteration 26Q (32510.600000 sec): 3 clusters
  Score: Raw -486226.924662 + Penalty 2757.786234 = -483469.138428
  nChanged 6
		SP:Iteration 27Q (32510.770000 sec): 3 clusters
  Score: Raw -486227.825850 + Penalty 2757.786234 = -483470.039616
  nChanged 4
		SP:Iteration 28Q (32510.960000 sec): 3 clusters
  Score: Raw -486229.115288 + Penalty 2757.786234 = -483471.329054
  nChanged 11
		SP:Iteration 29Q (32511.170000 sec): 3 clusters
  Score: Raw -486231.329705 + Penalty 2757.786234 = -483473.543471
  nChanged 6
		SP:Iteration 30Q (32511.370000 sec): 3 clusters
  Score: Raw -486232.489063 + Penalty 2757.786234 = -483474.702829
  nChanged 6
		SP:Iteration 31Q (32511.530000 sec): 3 clusters
  Score: Raw -486233.726234 + Penalty 2757.786234 = -483475.940000
  nChanged 4
		SP:Iteration 32Q (32511.680000 sec): 3 clusters
  Score: Raw -486234.099777 + Penalty 2757.786234 = -483476.313543
  nChanged 2
		SP:Iteration 33Q (32511.880000 sec): 3 clusters
  Score: Raw -486234.271152 + Penalty 2757.786234 = -483476.484918
  nChanged 0
		SP:Iteration 34F (32512.120000 sec): 3 clusters
  Score: Raw -486234.271152 + Penalty 2757.786234 = -483476.484918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32512.190000 sec): 2 clusters
  Score: Raw -447729.134859 + Penalty 1358.511608 = -446370.623251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32512.400000 sec): 3 clusters
  Score: Raw -445586.701843 + Penalty 2717.023217 = -442869.678627
  nChanged 1680
		SP:Iteration 1F (32512.580000 sec): 3 clusters
  Score: Raw -446638.988288 + Penalty 2717.023217 = -443921.965072
  nChanged 344
		SP:Iteration 2F (32512.810000 sec): 3 clusters
  Score: Raw -446939.828544 + Penalty 2717.023217 = -444222.805328
  nChanged 300
		SP:Iteration 3F (32512.990000 sec): 3 clusters
  Score: Raw -447200.877773 + Penalty 2717.023217 = -444483.854556
  nChanged 284
		SP:Iteration 4F (32513.200000 sec): 3 clusters
  Score: Raw -447460.754796 + Penalty 2717.023217 = -444743.731579
  nChanged 285
		SP:Iteration 5F (32513.400000 sec): 3 clusters
  Score: Raw -447747.225767 + Penalty 2717.023217 = -445030.202551
  nChanged 253
		SP:Iteration 6F (32513.570000 sec): 3 clusters
  Score: Raw -447964.714041 + Penalty 2717.023217 = -445247.690824
  nChanged 207
		SP:Iteration 7Q (32513.760000 sec): 3 clusters
  Score: Raw -448130.585115 + Penalty 2717.023217 = -445413.561898
  nChanged 172
		SP:Iteration 8Q (32513.910000 sec): 3 clusters
  Score: Raw -448247.615515 + Penalty 2717.023217 = -445530.592298
  nChanged 128
		SP:Iteration 9Q (32514.080000 sec): 3 clusters
  Score: Raw -448321.126978 + Penalty 2717.023217 = -445604.103761
  nChanged 81
		SP:Iteration 10Q (32514.250000 sec): 3 clusters
  Score: Raw -448360.419159 + Penalty 2717.023217 = -445643.395943
  nChanged 52
		SP:Iteration 11Q (32514.470000 sec): 3 clusters
  Score: Raw -448384.756713 + Penalty 2717.023217 = -445667.733496
  nChanged 39
		SP:Iteration 12Q (32514.630000 sec): 3 clusters
  Score: Raw -448398.045048 + Penalty 2717.023217 = -445681.021831
  nChanged 26
		SP:Iteration 13Q (32514.830000 sec): 3 clusters
  Score: Raw -448405.444278 + Penalty 2717.023217 = -445688.421061
  nChanged 14
		SP:Iteration 14Q (32515.000000 sec): 3 clusters
  Score: Raw -448410.671489 + Penalty 2717.023217 = -445693.648272
  nChanged 19
		SP:Iteration 15Q (32515.200000 sec): 3 clusters
  Score: Raw -448417.031839 + Penalty 2717.023217 = -445700.008622
  nChanged 18
		SP:Iteration 16Q (32515.410000 sec): 3 clusters
  Score: Raw -448421.279702 + Penalty 2717.023217 = -445704.256486
  nChanged 18
		SP:Iteration 17Q (32515.570000 sec): 3 clusters
  Score: Raw -448425.153644 + Penalty 2717.023217 = -445708.130428
  nChanged 12
		SP:Iteration 18Q (32515.770000 sec): 3 clusters
  Score: Raw -448428.803497 + Penalty 2717.023217 = -445711.780280
  nChanged 11
		SP:Iteration 19Q (32515.970000 sec): 3 clusters
  Score: Raw -448431.197385 + Penalty 2717.023217 = -445714.174168
  nChanged 6
		SP:Iteration 20F (32516.150000 sec): 3 clusters
  Score: Raw -448432.971810 + Penalty 2717.023217 = -445715.948593
  nChanged 10
		SP:Iteration 21Q (32516.350000 sec): 3 clusters
  Score: Raw -448434.550051 + Penalty 2717.023217 = -445717.526835
  nChanged 6
		SP:Iteration 22Q (32516.530000 sec): 3 clusters
  Score: Raw -448435.336652 + Penalty 2717.023217 = -445718.313436
  nChanged 2
		SP:Iteration 23Q (32516.700000 sec): 3 clusters
  Score: Raw -448435.625103 + Penalty 2717.023217 = -445718.601887
  nChanged 2
		SP:Iteration 24Q (32516.900000 sec): 3 clusters
  Score: Raw -448435.956590 + Penalty 2717.023217 = -445718.933374
  nChanged 0
		SP:Iteration 25F (32517.100000 sec): 3 clusters
  Score: Raw -448435.956590 + Penalty 2717.023217 = -445718.933374
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32517.220000 sec): 2 clusters
  Score: Raw -684806.959743 + Penalty 1419.992421 = -683386.967322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32517.370000 sec): 3 clusters
  Score: Raw -681410.080771 + Penalty 2839.984842 = -678570.095930
  nChanged 2614
		SP:Iteration 1F (32517.580000 sec): 3 clusters
  Score: Raw -682851.055319 + Penalty 2839.984842 = -680011.070477
  nChanged 424
		SP:Iteration 2F (32517.790000 sec): 3 clusters
  Score: Raw -683076.492056 + Penalty 2839.984842 = -680236.507214
  nChanged 362
		SP:Iteration 3F (32517.950000 sec): 3 clusters
  Score: Raw -683291.678393 + Penalty 2839.984842 = -680451.693551
  nChanged 357
		SP:Iteration 4F (32518.100000 sec): 3 clusters
  Score: Raw -683503.203332 + Penalty 2839.984842 = -680663.218491
  nChanged 341
		SP:Iteration 5F (32518.300000 sec): 3 clusters
  Score: Raw -683730.510672 + Penalty 2839.984842 = -680890.525831
  nChanged 315
		SP:Iteration 6F (32518.510000 sec): 3 clusters
  Score: Raw -683934.798134 + Penalty 2839.984842 = -681094.813292
  nChanged 283
		SP:Iteration 7Q (32518.710000 sec): 3 clusters
  Score: Raw -684100.454025 + Penalty 2839.984842 = -681260.469183
  nChanged 255
		SP:Iteration 8Q (32518.900000 sec): 3 clusters
  Score: Raw -684239.731230 + Penalty 2839.984842 = -681399.746389
  nChanged 205
		SP:Iteration 9Q (32519.090000 sec): 3 clusters
  Score: Raw -684336.974157 + Penalty 2839.984842 = -681496.989315
  nChanged 142
		SP:Iteration 10Q (32519.290000 sec): 3 clusters
  Score: Raw -684398.749045 + Penalty 2839.984842 = -681558.764203
  nChanged 119
		SP:Iteration 11Q (32519.470000 sec): 3 clusters
  Score: Raw -684444.908937 + Penalty 2839.984842 = -681604.924096
  nChanged 89
		SP:Iteration 12Q (32519.690000 sec): 3 clusters
  Score: Raw -684479.895497 + Penalty 2839.984842 = -681639.910655
  nChanged 74
		SP:Iteration 13Q (32519.860000 sec): 3 clusters
  Score: Raw -684512.325915 + Penalty 2839.984842 = -681672.341074
  nChanged 69
		SP:Iteration 14Q (32520.050000 sec): 3 clusters
  Score: Raw -684537.513723 + Penalty 2839.984842 = -681697.528882
  nChanged 60
		SP:Iteration 15Q (32520.270000 sec): 3 clusters
  Score: Raw -684559.804537 + Penalty 2839.984842 = -681719.819695
  nChanged 59
		SP:Iteration 16Q (32520.510000 sec): 3 clusters
  Score: Raw -684587.475179 + Penalty 2839.984842 = -681747.490337
  nChanged 63
		SP:Iteration 17Q (32520.690000 sec): 3 clusters
  Score: Raw -684614.751566 + Penalty 2839.984842 = -681774.766724
  nChanged 62
		SP:Iteration 18Q (32520.880000 sec): 3 clusters
  Score: Raw -684642.965582 + Penalty 2839.984842 = -681802.980741
  nChanged 49
		SP:Iteration 19Q (32521.070000 sec): 3 clusters
  Score: Raw -684666.146442 + Penalty 2839.984842 = -681826.161601
  nChanged 53
		SP:Iteration 20F (32521.310000 sec): 3 clusters
  Score: Raw -684692.928986 + Penalty 2839.984842 = -681852.944144
  nChanged 44
		SP:Iteration 21Q (32521.510000 sec): 3 clusters
  Score: Raw -684713.265072 + Penalty 2839.984842 = -681873.280231
  nChanged 35
		SP:Iteration 22Q (32521.710000 sec): 3 clusters
  Score: Raw -684726.310147 + Penalty 2839.984842 = -681886.325306
  nChanged 38
		SP:Iteration 23Q (32521.860000 sec): 3 clusters
  Score: Raw -684742.883800 + Penalty 2839.984842 = -681902.898958
  nChanged 39
		SP:Iteration 24Q (32522.050000 sec): 3 clusters
  Score: Raw -684764.059491 + Penalty 2839.984842 = -681924.074649
  nChanged 36
		SP:Iteration 25Q (32522.230000 sec): 3 clusters
  Score: Raw -684781.866022 + Penalty 2839.984842 = -681941.881181
  nChanged 34
		SP:Iteration 26Q (32522.440000 sec): 3 clusters
  Score: Raw -684797.852558 + Penalty 2839.984842 = -681957.867716
  nChanged 33
		SP:Iteration 27Q (32522.670000 sec): 3 clusters
  Score: Raw -684810.562280 + Penalty 2839.984842 = -681970.577438
  nChanged 24
		SP:Iteration 28Q (32522.870000 sec): 3 clusters
  Score: Raw -684820.750735 + Penalty 2839.984842 = -681980.765893
  nChanged 20
		SP:Iteration 29Q (32523.040000 sec): 3 clusters
  Score: Raw -684828.067316 + Penalty 2839.984842 = -681988.082475
  nChanged 17
		SP:Iteration 30Q (32523.250000 sec): 3 clusters
  Score: Raw -684837.120465 + Penalty 2839.984842 = -681997.135624
  nChanged 24
		SP:Iteration 31Q (32523.430000 sec): 3 clusters
  Score: Raw -684849.159845 + Penalty 2839.984842 = -682009.175003
  nChanged 23
		SP:Iteration 32Q (32523.680000 sec): 3 clusters
  Score: Raw -684857.266400 + Penalty 2839.984842 = -682017.281558
  nChanged 9
		SP:Iteration 33Q (32523.840000 sec): 3 clusters
  Score: Raw -684861.354858 + Penalty 2839.984842 = -682021.370017
  nChanged 13
		SP:Iteration 34Q (32524.030000 sec): 3 clusters
  Score: Raw -684871.894395 + Penalty 2839.984842 = -682031.909553
  nChanged 24
		SP:Iteration 35Q (32524.220000 sec): 3 clusters
  Score: Raw -684884.321158 + Penalty 2839.984842 = -682044.336317
  nChanged 19
		SP:Iteration 36Q (32524.370000 sec): 3 clusters
  Score: Raw -684892.018607 + Penalty 2839.984842 = -682052.033766
  nChanged 15
		SP:Iteration 37Q (32524.600000 sec): 3 clusters
  Score: Raw -684899.207404 + Penalty 2839.984842 = -682059.222562
  nChanged 15
		SP:Iteration 38Q (32524.790000 sec): 3 clusters
  Score: Raw -684907.261057 + Penalty 2839.984842 = -682067.276216
  nChanged 16
		SP:Iteration 39Q (32525.000000 sec): 3 clusters
  Score: Raw -684916.382851 + Penalty 2839.984842 = -682076.398009
  nChanged 20
		SP:Iteration 40F (32525.200000 sec): 3 clusters
  Score: Raw -684925.088164 + Penalty 2839.984842 = -682085.103322
  nChanged 10
		SP:Iteration 41Q (32525.390000 sec): 3 clusters
  Score: Raw -684930.497778 + Penalty 2839.984842 = -682090.512936
  nChanged 10
		SP:Iteration 42Q (32525.570000 sec): 3 clusters
  Score: Raw -684934.150463 + Penalty 2839.984842 = -682094.165622
  nChanged 7
		SP:Iteration 43Q (32525.810000 sec): 3 clusters
  Score: Raw -684937.792500 + Penalty 2839.984842 = -682097.807659
  nChanged 11
		SP:Iteration 44Q (32526.010000 sec): 3 clusters
  Score: Raw -684942.715022 + Penalty 2839.984842 = -682102.730180
  nChanged 13
		SP:Iteration 45Q (32526.170000 sec): 3 clusters
  Score: Raw -684947.500835 + Penalty 2839.984842 = -682107.515993
  nChanged 9
		SP:Iteration 46Q (32526.370000 sec): 3 clusters
  Score: Raw -684951.558347 + Penalty 2839.984842 = -682111.573505
  nChanged 13
		SP:Iteration 47Q (32526.560000 sec): 3 clusters
  Score: Raw -684958.234942 + Penalty 2839.984842 = -682118.250100
  nChanged 11
		SP:Iteration 48Q (32526.770000 sec): 3 clusters
  Score: Raw -684964.455678 + Penalty 2839.984842 = -682124.470837
  nChanged 13
		SP:Iteration 49Q (32526.940000 sec): 3 clusters
  Score: Raw -684969.507100 + Penalty 2839.984842 = -682129.522259
  nChanged 12
		SP:Iteration 50Q (32527.160000 sec): 3 clusters
  Score: Raw -684973.838748 + Penalty 2839.984842 = -682133.853906
  nChanged 5
		SP:Iteration 51Q (32527.340000 sec): 3 clusters
  Score: Raw -684975.065549 + Penalty 2839.984842 = -682135.080708
  nChanged 4
		SP:Iteration 52Q (32527.510000 sec): 3 clusters
  Score: Raw -684976.659861 + Penalty 2839.984842 = -682136.675020
  nChanged 2
		SP:Iteration 53Q (32527.690000 sec): 3 clusters
  Score: Raw -684977.279906 + Penalty 2839.984842 = -682137.295065
  nChanged 1
		SP:Iteration 54Q (32527.900000 sec): 3 clusters
  Score: Raw -684977.383146 + Penalty 2839.984842 = -682137.398305
  nChanged 1
		SP:Iteration 55Q (32528.090000 sec): 3 clusters
  Score: Raw -684977.563934 + Penalty 2839.984842 = -682137.579093
  nChanged 0
		SP:Iteration 56F (32528.270000 sec): 3 clusters
  Score: Raw -684977.563934 + Penalty 2839.984842 = -682137.579093
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32528.370000 sec): 2 clusters
  Score: Raw -322199.511645 + Penalty 1320.126318 = -320879.385327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32528.580000 sec): 3 clusters
  Score: Raw -320591.531297 + Penalty 2640.252636 = -317951.278661
  nChanged 1308
		SP:Iteration 1F (32528.780000 sec): 3 clusters
  Score: Raw -321523.247672 + Penalty 2640.252636 = -318882.995037
  nChanged 349
		SP:Iteration 2F (32528.950000 sec): 3 clusters
  Score: Raw -321945.852957 + Penalty 2640.252636 = -319305.600321
  nChanged 288
		SP:Iteration 3F (32529.150000 sec): 3 clusters
  Score: Raw -322290.545329 + Penalty 2640.252636 = -319650.292694
  nChanged 234
		SP:Iteration 4F (32529.330000 sec): 3 clusters
  Score: Raw -322556.645399 + Penalty 2640.252636 = -319916.392764
  nChanged 186
		SP:Iteration 5F (32529.430000 sec): 3 clusters
  Score: Raw -322790.634626 + Penalty 2640.252636 = -320150.381990
  nChanged 163
		SP:Iteration 6Q (32529.630000 sec): 3 clusters
  Score: Raw -322949.807882 + Penalty 2640.252636 = -320309.555246
  nChanged 114
		SP:Iteration 7Q (32529.830000 sec): 3 clusters
  Score: Raw -323055.083407 + Penalty 2640.252636 = -320414.830772
  nChanged 73
		SP:Iteration 8Q (32530.010000 sec): 3 clusters
  Score: Raw -323103.616095 + Penalty 2640.252636 = -320463.363460
  nChanged 45
		SP:Iteration 9Q (32530.170000 sec): 3 clusters
  Score: Raw -323130.979912 + Penalty 2640.252636 = -320490.727277
  nChanged 35
		SP:Iteration 10Q (32530.310000 sec): 3 clusters
  Score: Raw -323146.590930 + Penalty 2640.252636 = -320506.338294
  nChanged 22
		SP:Iteration 11Q (32530.520000 sec): 3 clusters
  Score: Raw -323154.247521 + Penalty 2640.252636 = -320513.994886
  nChanged 21
		SP:Iteration 12Q (32530.690000 sec): 3 clusters
  Score: Raw -323161.868445 + Penalty 2640.252636 = -320521.615809
  nChanged 13
		SP:Iteration 13Q (32530.850000 sec): 3 clusters
  Score: Raw -323164.578441 + Penalty 2640.252636 = -320524.325806
  nChanged 7
		SP:Iteration 14Q (32531.020000 sec): 3 clusters
  Score: Raw -323167.029416 + Penalty 2640.252636 = -320526.776780
  nChanged 8
		SP:Iteration 15Q (32531.250000 sec): 3 clusters
  Score: Raw -323168.704761 + Penalty 2640.252636 = -320528.452125
  nChanged 6
		SP:Iteration 16Q (32531.420000 sec): 3 clusters
  Score: Raw -323170.791815 + Penalty 2640.252636 = -320530.539180
  nChanged 3
		SP:Iteration 17Q (32531.630000 sec): 3 clusters
  Score: Raw -323171.439400 + Penalty 2640.252636 = -320531.186765
  nChanged 3
		SP:Iteration 18Q (32531.820000 sec): 3 clusters
  Score: Raw -323172.368518 + Penalty 2640.252636 = -320532.115883
  nChanged 2
		SP:Iteration 19Q (32531.990000 sec): 3 clusters
  Score: Raw -323173.191704 + Penalty 2640.252636 = -320532.939068
  nChanged 1
		SP:Iteration 20F (32532.170000 sec): 3 clusters
  Score: Raw -323173.742547 + Penalty 2640.252636 = -320533.489912
  nChanged 2
		SP:Iteration 21Q (32532.320000 sec): 3 clusters
  Score: Raw -323174.363393 + Penalty 2640.252636 = -320534.110757
  nChanged 3
		SP:Iteration 22Q (32532.510000 sec): 3 clusters
  Score: Raw -323175.012406 + Penalty 2640.252636 = -320534.759770
  nChanged 1
		SP:Iteration 23Q (32532.740000 sec): 3 clusters
  Score: Raw -323175.376140 + Penalty 2640.252636 = -320535.123505
  nChanged 0
		SP:Iteration 24F (32532.940000 sec): 3 clusters
  Score: Raw -323175.376140 + Penalty 2640.252636 = -320535.123505
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32532.990000 sec): 2 clusters
  Score: Raw -288800.105933 + Penalty 1286.718011 = -287513.387921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32533.180000 sec): 3 clusters
  Score: Raw -287499.980138 + Penalty 2573.436023 = -284926.544115
  nChanged 1045
		SP:Iteration 1F (32533.390000 sec): 3 clusters
  Score: Raw -288172.211387 + Penalty 2573.436023 = -285598.775364
  nChanged 216
		SP:Iteration 2F (32533.500000 sec): 3 clusters
  Score: Raw -288318.953555 + Penalty 2573.436023 = -285745.517532
  nChanged 141
		SP:Iteration 3F (32533.710000 sec): 3 clusters
  Score: Raw -288403.466594 + Penalty 2573.436023 = -285830.030571
  nChanged 97
		SP:Iteration 4Q (32533.930000 sec): 3 clusters
  Score: Raw -288454.545231 + Penalty 2573.436023 = -285881.109208
  nChanged 75
		SP:Iteration 5Q (32534.100000 sec): 3 clusters
  Score: Raw -288501.864053 + Penalty 2573.436023 = -285928.428030
  nChanged 61
		SP:Iteration 6Q (32534.270000 sec): 3 clusters
  Score: Raw -288544.892672 + Penalty 2573.436023 = -285971.456649
  nChanged 81
		SP:Iteration 7Q (32534.440000 sec): 3 clusters
  Score: Raw -288589.203667 + Penalty 2573.436023 = -286015.767644
  nChanged 64
		SP:Iteration 8Q (32534.620000 sec): 3 clusters
  Score: Raw -288625.541134 + Penalty 2573.436023 = -286052.105111
  nChanged 54
		SP:Iteration 9Q (32534.810000 sec): 3 clusters
  Score: Raw -288656.510011 + Penalty 2573.436023 = -286083.073988
  nChanged 44
		SP:Iteration 10Q (32534.990000 sec): 3 clusters
  Score: Raw -288682.655971 + Penalty 2573.436023 = -286109.219948
  nChanged 45
		SP:Iteration 11Q (32535.130000 sec): 3 clusters
  Score: Raw -288706.912978 + Penalty 2573.436023 = -286133.476955
  nChanged 48
		SP:Iteration 12Q (32535.330000 sec): 3 clusters
  Score: Raw -288738.516431 + Penalty 2573.436023 = -286165.080408
  nChanged 57
		SP:Iteration 13Q (32535.490000 sec): 3 clusters
  Score: Raw -288770.662319 + Penalty 2573.436023 = -286197.226296
  nChanged 57
		SP:Iteration 14Q (32535.650000 sec): 3 clusters
  Score: Raw -288815.970757 + Penalty 2573.436023 = -286242.534734
  nChanged 65
		SP:Iteration 15Q (32535.770000 sec): 3 clusters
  Score: Raw -288863.412907 + Penalty 2573.436023 = -286289.976884
  nChanged 71
		SP:Iteration 16Q (32535.940000 sec): 3 clusters
  Score: Raw -288919.436062 + Penalty 2573.436023 = -286346.000039
  nChanged 68
		SP:Iteration 17Q (32536.110000 sec): 3 clusters
  Score: Raw -288967.969733 + Penalty 2573.436023 = -286394.533710
  nChanged 64
		SP:Iteration 18Q (32536.310000 sec): 3 clusters
  Score: Raw -289016.900775 + Penalty 2573.436023 = -286443.464752
  nChanged 51
		SP:Iteration 19Q (32536.480000 sec): 3 clusters
  Score: Raw -289053.955407 + Penalty 2573.436023 = -286480.519384
  nChanged 45
		SP:Iteration 20F (32536.630000 sec): 3 clusters
  Score: Raw -289086.102616 + Penalty 2573.436023 = -286512.666593
  nChanged 51
		SP:Iteration 21Q (32536.830000 sec): 3 clusters
  Score: Raw -289131.792113 + Penalty 2573.436023 = -286558.356090
  nChanged 63
		SP:Iteration 22Q (32536.950000 sec): 3 clusters
  Score: Raw -289193.125322 + Penalty 2573.436023 = -286619.689299
  nChanged 64
		SP:Iteration 23Q (32537.120000 sec): 3 clusters
  Score: Raw -289251.053554 + Penalty 2573.436023 = -286677.617531
  nChanged 57
		SP:Iteration 24Q (32537.310000 sec): 3 clusters
  Score: Raw -289305.708962 + Penalty 2573.436023 = -286732.272939
  nChanged 55
		SP:Iteration 25Q (32537.430000 sec): 3 clusters
  Score: Raw -289393.005092 + Penalty 2573.436023 = -286819.569069
  nChanged 51
		SP:Iteration 26Q (32537.640000 sec): 3 clusters
  Score: Raw -289467.270977 + Penalty 2573.436023 = -286893.834954
  nChanged 32
		SP:Iteration 27Q (32537.810000 sec): 3 clusters
  Score: Raw -289491.842775 + Penalty 2573.436023 = -286918.406752
  nChanged 28
		SP:Iteration 28Q (32538.010000 sec): 3 clusters
  Score: Raw -289511.893926 + Penalty 2573.436023 = -286938.457903
  nChanged 28
		SP:Iteration 29Q (32538.170000 sec): 3 clusters
  Score: Raw -289526.771535 + Penalty 2573.436023 = -286953.335512
  nChanged 14
		SP:Iteration 30Q (32538.360000 sec): 3 clusters
  Score: Raw -289533.082515 + Penalty 2573.436023 = -286959.646492
  nChanged 8
		SP:Iteration 31Q (32538.540000 sec): 3 clusters
  Score: Raw -289537.332319 + Penalty 2573.436023 = -286963.896296
  nChanged 10
		SP:Iteration 32Q (32538.750000 sec): 3 clusters
  Score: Raw -289543.402199 + Penalty 2573.436023 = -286969.966176
  nChanged 9
		SP:Iteration 33Q (32538.880000 sec): 3 clusters
  Score: Raw -289547.751936 + Penalty 2573.436023 = -286974.315913
  nChanged 7
		SP:Iteration 34Q (32539.070000 sec): 3 clusters
  Score: Raw -289549.676096 + Penalty 2573.436023 = -286976.240073
  nChanged 1
		SP:Iteration 35Q (32539.240000 sec): 3 clusters
  Score: Raw -289549.964648 + Penalty 2573.436023 = -286976.528625
  nChanged 1
		SP:Iteration 36Q (32539.430000 sec): 3 clusters
  Score: Raw -289550.328263 + Penalty 2573.436023 = -286976.892240
  nChanged 1
		SP:Iteration 37Q (32539.570000 sec): 3 clusters
  Score: Raw -289550.562251 + Penalty 2573.436023 = -286977.126228
  nChanged 0
		SP:Iteration 38F (32539.730000 sec): 3 clusters
  Score: Raw -289550.562251 + Penalty 2573.436023 = -286977.126228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32539.820000 sec): 2 clusters
  Score: Raw -84417.892544 + Penalty 1095.334396 = -83322.558148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32539.990000 sec): 3 clusters
  Score: Raw -84259.080743 + Penalty 2190.668792 = -82068.411951
  nChanged 254
		SP:Iteration 1F (32540.130000 sec): 3 clusters
  Score: Raw -84613.756353 + Penalty 2190.668792 = -82423.087561
  nChanged 93
		SP:Iteration 2F (32540.230000 sec): 3 clusters
  Score: Raw -84819.251965 + Penalty 2190.668792 = -82628.583173
  nChanged 71
		SP:Iteration 3F (32540.410000 sec): 3 clusters
  Score: Raw -84990.039315 + Penalty 2190.668792 = -82799.370523
  nChanged 50
		SP:Iteration 4F (32540.530000 sec): 3 clusters
  Score: Raw -85140.837727 + Penalty 2190.668792 = -82950.168935
  nChanged 39
		SP:Iteration 5Q (32540.690000 sec): 3 clusters
  Score: Raw -85233.893507 + Penalty 2190.668792 = -83043.224715
  nChanged 22
		SP:Iteration 6Q (32540.860000 sec): 3 clusters
  Score: Raw -85287.199051 + Penalty 2190.668792 = -83096.530259
  nChanged 15
		SP:Iteration 7Q (32541.030000 sec): 3 clusters
  Score: Raw -85311.288811 + Penalty 2190.668792 = -83120.620019
  nChanged 3
		SP:Iteration 8Q (32541.190000 sec): 3 clusters
  Score: Raw -85327.035959 + Penalty 2190.668792 = -83136.367167
  nChanged 2
		SP:Iteration 9Q (32541.360000 sec): 3 clusters
  Score: Raw -85339.036454 + Penalty 2190.668792 = -83148.367662
  nChanged 7
		SP:Iteration 10Q (32541.520000 sec): 3 clusters
  Score: Raw -85346.919516 + Penalty 2190.668792 = -83156.250724
  nChanged 2
		SP:Iteration 11Q (32541.690000 sec): 3 clusters
  Score: Raw -85348.980640 + Penalty 2190.668792 = -83158.311849
  nChanged 2
		SP:Iteration 12Q (32541.840000 sec): 3 clusters
  Score: Raw -85351.471062 + Penalty 2190.668792 = -83160.802270
  nChanged 0
		SP:Iteration 13F (32542.040000 sec): 3 clusters
  Score: Raw -85351.471062 + Penalty 2190.668792 = -83160.802270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32542.170000 sec): 2 clusters
  Score: Raw -548413.030052 + Penalty 1383.620843 = -547029.409209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32542.320000 sec): 3 clusters
  Score: Raw -545776.900709 + Penalty 2767.241687 = -543009.659022
  nChanged 2060
		SP:Iteration 1F (32542.510000 sec): 3 clusters
  Score: Raw -546914.183750 + Penalty 2767.241687 = -544146.942063
  nChanged 391
		SP:Iteration 2F (32542.680000 sec): 3 clusters
  Score: Raw -547148.224722 + Penalty 2767.241687 = -544380.983035
  nChanged 338
		SP:Iteration 3F (32542.880000 sec): 3 clusters
  Score: Raw -547363.390466 + Penalty 2767.241687 = -544596.148780
  nChanged 303
		SP:Iteration 4F (32543.090000 sec): 3 clusters
  Score: Raw -547566.437656 + Penalty 2767.241687 = -544799.195969
  nChanged 241
		SP:Iteration 5Q (32543.280000 sec): 3 clusters
  Score: Raw -547710.693185 + Penalty 2767.241687 = -544943.451498
  nChanged 220
		SP:Iteration 6Q (32543.470000 sec): 3 clusters
  Score: Raw -547834.827347 + Penalty 2767.241687 = -545067.585660
  nChanged 187
		SP:Iteration 7Q (32543.680000 sec): 3 clusters
  Score: Raw -547937.326842 + Penalty 2767.241687 = -545170.085156
  nChanged 171
		SP:Iteration 8Q (32543.910000 sec): 3 clusters
  Score: Raw -548028.116165 + Penalty 2767.241687 = -545260.874478
  nChanged 140
		SP:Iteration 9Q (32544.110000 sec): 3 clusters
  Score: Raw -548095.119653 + Penalty 2767.241687 = -545327.877966
  nChanged 139
		SP:Iteration 10Q (32544.330000 sec): 3 clusters
  Score: Raw -548162.788150 + Penalty 2767.241687 = -545395.546463
  nChanged 115
		SP:Iteration 11Q (32544.510000 sec): 3 clusters
  Score: Raw -548218.721716 + Penalty 2767.241687 = -545451.480029
  nChanged 103
		SP:Iteration 12Q (32544.720000 sec): 3 clusters
  Score: Raw -548273.486417 + Penalty 2767.241687 = -545506.244730
  nChanged 102
		SP:Iteration 13Q (32544.900000 sec): 3 clusters
  Score: Raw -548316.742347 + Penalty 2767.241687 = -545549.500660
  nChanged 93
		SP:Iteration 14Q (32545.100000 sec): 3 clusters
  Score: Raw -548357.431908 + Penalty 2767.241687 = -545590.190221
  nChanged 98
		SP:Iteration 15Q (32545.330000 sec): 3 clusters
  Score: Raw -548398.226688 + Penalty 2767.241687 = -545630.985002
  nChanged 79
		SP:Iteration 16Q (32545.540000 sec): 3 clusters
  Score: Raw -548426.420844 + Penalty 2767.241687 = -545659.179157
  nChanged 62
		SP:Iteration 17Q (32545.670000 sec): 3 clusters
  Score: Raw -548446.799486 + Penalty 2767.241687 = -545679.557799
  nChanged 59
		SP:Iteration 18Q (32545.870000 sec): 3 clusters
  Score: Raw -548464.133192 + Penalty 2767.241687 = -545696.891505
  nChanged 48
		SP:Iteration 19Q (32546.020000 sec): 3 clusters
  Score: Raw -548479.200835 + Penalty 2767.241687 = -545711.959149
  nChanged 53
		SP:Iteration 20F (32546.210000 sec): 3 clusters
  Score: Raw -548495.555025 + Penalty 2767.241687 = -545728.313338
  nChanged 52
		SP:Iteration 21Q (32546.390000 sec): 3 clusters
  Score: Raw -548510.617432 + Penalty 2767.241687 = -545743.375745
  nChanged 51
		SP:Iteration 22Q (32546.560000 sec): 3 clusters
  Score: Raw -548528.796047 + Penalty 2767.241687 = -545761.554360
  nChanged 45
		SP:Iteration 23Q (32546.740000 sec): 3 clusters
  Score: Raw -548540.392433 + Penalty 2767.241687 = -545773.150746
  nChanged 23
		SP:Iteration 24Q (32546.880000 sec): 3 clusters
  Score: Raw -548546.900732 + Penalty 2767.241687 = -545779.659045
  nChanged 24
		SP:Iteration 25Q (32547.060000 sec): 3 clusters
  Score: Raw -548552.807550 + Penalty 2767.241687 = -545785.565863
  nChanged 21
		SP:Iteration 26Q (32547.230000 sec): 3 clusters
  Score: Raw -548559.153059 + Penalty 2767.241687 = -545791.911373
  nChanged 16
		SP:Iteration 27Q (32547.440000 sec): 3 clusters
  Score: Raw -548562.116523 + Penalty 2767.241687 = -545794.874837
  nChanged 11
		SP:Iteration 28Q (32547.580000 sec): 3 clusters
  Score: Raw -548565.405704 + Penalty 2767.241687 = -545798.164017
  nChanged 9
		SP:Iteration 29Q (32547.780000 sec): 3 clusters
  Score: Raw -548567.318838 + Penalty 2767.241687 = -545800.077151
  nChanged 4
		SP:Iteration 30Q (32547.940000 sec): 3 clusters
  Score: Raw -548568.051236 + Penalty 2767.241687 = -545800.809550
  nChanged 4
		SP:Iteration 31Q (32548.100000 sec): 3 clusters
  Score: Raw -548568.514852 + Penalty 2767.241687 = -545801.273165
  nChanged 3
		SP:Iteration 32Q (32548.240000 sec): 3 clusters
  Score: Raw -548568.963056 + Penalty 2767.241687 = -545801.721369
  nChanged 0
		SP:Iteration 33F (32548.450000 sec): 3 clusters
  Score: Raw -548568.963056 + Penalty 2767.241687 = -545801.721369
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32548.570000 sec): 2 clusters
  Score: Raw -1079092.941897 + Penalty 1494.273829 = -1077598.668068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32548.850000 sec): 3 clusters
  Score: Raw -1073521.646052 + Penalty 2988.547658 = -1070533.098393
  nChanged 4206
		SP:Iteration 1F (32549.050000 sec): 3 clusters
  Score: Raw -1075850.031829 + Penalty 2988.547658 = -1072861.484171
  nChanged 580
		SP:Iteration 2F (32549.260000 sec): 3 clusters
  Score: Raw -1076084.391144 + Penalty 2988.547658 = -1073095.843486
  nChanged 452
		SP:Iteration 3Q (32549.470000 sec): 3 clusters
  Score: Raw -1076247.369879 + Penalty 2988.547658 = -1073258.822221
  nChanged 392
		SP:Iteration 4Q (32549.710000 sec): 3 clusters
  Score: Raw -1076392.739749 + Penalty 2988.547658 = -1073404.192090
  nChanged 326
		SP:Iteration 5Q (32549.870000 sec): 3 clusters
  Score: Raw -1076521.216617 + Penalty 2988.547658 = -1073532.668959
  nChanged 327
		SP:Iteration 6Q (32550.090000 sec): 3 clusters
  Score: Raw -1076671.563279 + Penalty 2988.547658 = -1073683.015621
  nChanged 339
		SP:Iteration 7Q (32550.320000 sec): 3 clusters
  Score: Raw -1076804.669503 + Penalty 2988.547658 = -1073816.121845
  nChanged 328
		SP:Iteration 8Q (32550.490000 sec): 3 clusters
  Score: Raw -1076956.121278 + Penalty 2988.547658 = -1073967.573619
  nChanged 333
		SP:Iteration 9Q (32550.670000 sec): 3 clusters
  Score: Raw -1077116.200833 + Penalty 2988.547658 = -1074127.653175
  nChanged 348
		SP:Iteration 10Q (32550.870000 sec): 3 clusters
  Score: Raw -1077269.830428 + Penalty 2988.547658 = -1074281.282770
  nChanged 324
		SP:Iteration 11Q (32551.120000 sec): 3 clusters
  Score: Raw -1077409.056474 + Penalty 2988.547658 = -1074420.508816
  nChanged 298
		SP:Iteration 12Q (32551.310000 sec): 3 clusters
  Score: Raw -1077541.669220 + Penalty 2988.547658 = -1074553.121561
  nChanged 282
		SP:Iteration 13Q (32551.540000 sec): 3 clusters
  Score: Raw -1077662.885219 + Penalty 2988.547658 = -1074674.337561
  nChanged 260
		SP:Iteration 14Q (32551.760000 sec): 3 clusters
  Score: Raw -1077767.525852 + Penalty 2988.547658 = -1074778.978193
  nChanged 245
		SP:Iteration 15Q (32551.970000 sec): 3 clusters
  Score: Raw -1077862.209189 + Penalty 2988.547658 = -1074873.661530
  nChanged 239
		SP:Iteration 16Q (32552.150000 sec): 3 clusters
  Score: Raw -1077955.615909 + Penalty 2988.547658 = -1074967.068250
  nChanged 216
		SP:Iteration 17Q (32552.370000 sec): 3 clusters
  Score: Raw -1078040.554384 + Penalty 2988.547658 = -1075052.006725
  nChanged 189
		SP:Iteration 18Q (32552.570000 sec): 3 clusters
  Score: Raw -1078111.016476 + Penalty 2988.547658 = -1075122.468817
  nChanged 180
		SP:Iteration 19Q (32552.800000 sec): 3 clusters
  Score: Raw -1078169.043850 + Penalty 2988.547658 = -1075180.496192
  nChanged 165
		SP:Iteration 20F (32552.910000 sec): 3 clusters
  Score: Raw -1078222.746488 + Penalty 2988.547658 = -1075234.198829
  nChanged 154
		SP:Iteration 21Q (32553.080000 sec): 3 clusters
  Score: Raw -1078272.368204 + Penalty 2988.547658 = -1075283.820546
  nChanged 143
		SP:Iteration 22Q (32553.230000 sec): 3 clusters
  Score: Raw -1078311.673219 + Penalty 2988.547658 = -1075323.125560
  nChanged 121
		SP:Iteration 23Q (32553.440000 sec): 3 clusters
  Score: Raw -1078351.237393 + Penalty 2988.547658 = -1075362.689734
  nChanged 158
		SP:Iteration 24Q (32553.630000 sec): 3 clusters
  Score: Raw -1078404.757017 + Penalty 2988.547658 = -1075416.209359
  nChanged 168
		SP:Iteration 25Q (32553.820000 sec): 3 clusters
  Score: Raw -1078458.841986 + Penalty 2988.547658 = -1075470.294327
  nChanged 144
		SP:Iteration 26Q (32554.050000 sec): 3 clusters
  Score: Raw -1078497.749353 + Penalty 2988.547658 = -1075509.201695
  nChanged 134
		SP:Iteration 27Q (32554.240000 sec): 3 clusters
  Score: Raw -1078536.549990 + Penalty 2988.547658 = -1075548.002332
  nChanged 123
		SP:Iteration 28Q (32554.460000 sec): 3 clusters
  Score: Raw -1078572.124584 + Penalty 2988.547658 = -1075583.576925
  nChanged 114
		SP:Iteration 29Q (32554.720000 sec): 3 clusters
  Score: Raw -1078607.660170 + Penalty 2988.547658 = -1075619.112511
  nChanged 107
		SP:Iteration 30Q (32554.920000 sec): 3 clusters
  Score: Raw -1078644.129757 + Penalty 2988.547658 = -1075655.582098
  nChanged 106
		SP:Iteration 31Q (32555.120000 sec): 3 clusters
  Score: Raw -1078678.342212 + Penalty 2988.547658 = -1075689.794554
  nChanged 100
		SP:Iteration 32Q (32555.350000 sec): 3 clusters
  Score: Raw -1078713.249350 + Penalty 2988.547658 = -1075724.701692
  nChanged 112
		SP:Iteration 33Q (32555.550000 sec): 3 clusters
  Score: Raw -1078756.431714 + Penalty 2988.547658 = -1075767.884056
  nChanged 117
		SP:Iteration 34Q (32555.730000 sec): 3 clusters
  Score: Raw -1078800.291129 + Penalty 2988.547658 = -1075811.743471
  nChanged 122
		SP:Iteration 35Q (32555.990000 sec): 3 clusters
  Score: Raw -1078848.879063 + Penalty 2988.547658 = -1075860.331405
  nChanged 134
		SP:Iteration 36Q (32556.160000 sec): 3 clusters
  Score: Raw -1078903.281249 + Penalty 2988.547658 = -1075914.733591
  nChanged 131
		SP:Iteration 37Q (32556.350000 sec): 3 clusters
  Score: Raw -1078959.743555 + Penalty 2988.547658 = -1075971.195897
  nChanged 124
		SP:Iteration 38Q (32556.490000 sec): 3 clusters
  Score: Raw -1079017.694780 + Penalty 2988.547658 = -1076029.147122
  nChanged 108
		SP:Iteration 39Q (32556.720000 sec): 3 clusters
  Score: Raw -1079066.034352 + Penalty 2988.547658 = -1076077.486693
  nChanged 107
		SP:Iteration 40F (32556.970000 sec): 3 clusters
  Score: Raw -1079114.869938 + Penalty 2988.547658 = -1076126.322280
  nChanged 88
		SP:Iteration 41Q (32557.170000 sec): 3 clusters
  Score: Raw -1079155.171804 + Penalty 2988.547658 = -1076166.624146
  nChanged 72
		SP:Iteration 42Q (32557.370000 sec): 3 clusters
  Score: Raw -1079183.387036 + Penalty 2988.547658 = -1076194.839377
  nChanged 64
		SP:Iteration 43Q (32557.510000 sec): 3 clusters
  Score: Raw -1079210.255093 + Penalty 2988.547658 = -1076221.707435
  nChanged 48
		SP:Iteration 44Q (32557.710000 sec): 3 clusters
  Score: Raw -1079229.171313 + Penalty 2988.547658 = -1076240.623654
  nChanged 35
		SP:Iteration 45Q (32557.920000 sec): 3 clusters
  Score: Raw -1079244.564810 + Penalty 2988.547658 = -1076256.017152
  nChanged 31
		SP:Iteration 46Q (32558.160000 sec): 3 clusters
  Score: Raw -1079258.534720 + Penalty 2988.547658 = -1076269.987061
  nChanged 27
		SP:Iteration 47Q (32558.360000 sec): 3 clusters
  Score: Raw -1079270.229920 + Penalty 2988.547658 = -1076281.682261
  nChanged 29
		SP:Iteration 48Q (32558.630000 sec): 3 clusters
  Score: Raw -1079282.681096 + Penalty 2988.547658 = -1076294.133438
  nChanged 28
		SP:Iteration 49Q (32558.850000 sec): 3 clusters
  Score: Raw -1079292.514240 + Penalty 2988.547658 = -1076303.966582
  nChanged 22
		SP:Iteration 50Q (32559.050000 sec): 3 clusters
  Score: Raw -1079298.728834 + Penalty 2988.547658 = -1076310.181176
  nChanged 13
		SP:Iteration 51Q (32559.240000 sec): 3 clusters
  Score: Raw -1079303.337102 + Penalty 2988.547658 = -1076314.789443
  nChanged 15
		SP:Iteration 52Q (32559.420000 sec): 3 clusters
  Score: Raw -1079308.197040 + Penalty 2988.547658 = -1076319.649382
  nChanged 17
		SP:Iteration 53Q (32559.640000 sec): 3 clusters
  Score: Raw -1079312.604876 + Penalty 2988.547658 = -1076324.057217
  nChanged 8
		SP:Iteration 54Q (32559.870000 sec): 3 clusters
  Score: Raw -1079315.004563 + Penalty 2988.547658 = -1076326.456904
  nChanged 13
		SP:Iteration 55Q (32560.050000 sec): 3 clusters
  Score: Raw -1079318.972989 + Penalty 2988.547658 = -1076330.425331
  nChanged 8
		SP:Iteration 56Q (32560.280000 sec): 3 clusters
  Score: Raw -1079322.064671 + Penalty 2988.547658 = -1076333.517013
  nChanged 9
		SP:Iteration 57Q (32560.480000 sec): 3 clusters
  Score: Raw -1079326.197880 + Penalty 2988.547658 = -1076337.650222
  nChanged 10
		SP:Iteration 58Q (32560.710000 sec): 3 clusters
  Score: Raw -1079330.438069 + Penalty 2988.547658 = -1076341.890411
  nChanged 11
		SP:Iteration 59Q (32560.900000 sec): 3 clusters
  Score: Raw -1079334.434712 + Penalty 2988.547658 = -1076345.887054
  nChanged 7
		SP:Iteration 60F (32561.100000 sec): 3 clusters
  Score: Raw -1079337.146838 + Penalty 2988.547658 = -1076348.599179
  nChanged 6
		SP:Iteration 61Q (32561.310000 sec): 3 clusters
  Score: Raw -1079338.955809 + Penalty 2988.547658 = -1076350.408151
  nChanged 7
		SP:Iteration 62Q (32561.440000 sec): 3 clusters
  Score: Raw -1079341.626513 + Penalty 2988.547658 = -1076353.078855
  nChanged 8
		SP:Iteration 63Q (32561.660000 sec): 3 clusters
  Score: Raw -1079345.080492 + Penalty 2988.547658 = -1076356.532834
  nChanged 8
		SP:Iteration 64Q (32561.900000 sec): 3 clusters
  Score: Raw -1079347.707211 + Penalty 2988.547658 = -1076359.159553
  nChanged 5
		SP:Iteration 65Q (32562.120000 sec): 3 clusters
  Score: Raw -1079349.643088 + Penalty 2988.547658 = -1076361.095430
  nChanged 5
		SP:Iteration 66Q (32562.290000 sec): 3 clusters
  Score: Raw -1079350.752624 + Penalty 2988.547658 = -1076362.204966
  nChanged 3
		SP:Iteration 67Q (32562.540000 sec): 3 clusters
  Score: Raw -1079351.900600 + Penalty 2988.547658 = -1076363.352942
  nChanged 2
		SP:Iteration 68Q (32562.720000 sec): 3 clusters
  Score: Raw -1079352.586250 + Penalty 2988.547658 = -1076364.038592
  nChanged 2
		SP:Iteration 69Q (32562.940000 sec): 3 clusters
  Score: Raw -1079352.927026 + Penalty 2988.547658 = -1076364.379368
  nChanged 0
		SP:Iteration 70F (32563.170000 sec): 3 clusters
  Score: Raw -1079352.927026 + Penalty 2988.547658 = -1076364.379368
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32563.350000 sec): 2 clusters
  Score: Raw -3015997.550487 + Penalty 1660.289518 = -3014337.260969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32563.680000 sec): 3 clusters
  Score: Raw -2999128.474640 + Penalty 3320.579036 = -2995807.895604
  nChanged 12572
		SP:Iteration 1F (32563.950000 sec): 3 clusters
  Score: Raw -3005937.990329 + Penalty 3320.579036 = -3002617.411293
  nChanged 1353
		SP:Iteration 2Q (32564.220000 sec): 3 clusters
  Score: Raw -3006404.742084 + Penalty 3320.579036 = -3003084.163048
  nChanged 1272
		SP:Iteration 3Q (32564.520000 sec): 3 clusters
  Score: Raw -3006840.241310 + Penalty 3320.579036 = -3003519.662274
  nChanged 1220
		SP:Iteration 4Q (32564.840000 sec): 3 clusters
  Score: Raw -3007289.063233 + Penalty 3320.579036 = -3003968.484197
  nChanged 1278
		SP:Iteration 5Q (32565.150000 sec): 3 clusters
  Score: Raw -3007779.850165 + Penalty 3320.579036 = -3004459.271129
  nChanged 1277
		SP:Iteration 6Q (32565.490000 sec): 3 clusters
  Score: Raw -3008327.318906 + Penalty 3320.579036 = -3005006.739869
  nChanged 1317
		SP:Iteration 7Q (32565.840000 sec): 3 clusters
  Score: Raw -3008964.643230 + Penalty 3320.579036 = -3005644.064194
  nChanged 1384
		SP:Iteration 8F (32566.170000 sec): 3 clusters
  Score: Raw -3009703.328747 + Penalty 3320.579036 = -3006382.749711
  nChanged 1365
		SP:Iteration 9Q (32566.550000 sec): 3 clusters
  Score: Raw -3010449.892320 + Penalty 3320.579036 = -3007129.313284
  nChanged 1263
		SP:Iteration 10Q (32566.830000 sec): 3 clusters
  Score: Raw -3011221.883674 + Penalty 3320.579036 = -3007901.304638
  nChanged 1190
		SP:Iteration 11Q (32567.170000 sec): 3 clusters
  Score: Raw -3012034.220497 + Penalty 3320.579036 = -3008713.641461
  nChanged 1127
		SP:Iteration 12Q (32567.520000 sec): 3 clusters
  Score: Raw -3012904.774473 + Penalty 3320.579036 = -3009584.195437
  nChanged 1130
		SP:Iteration 13Q (32567.840000 sec): 3 clusters
  Score: Raw -3013907.820842 + Penalty 3320.579036 = -3010587.241806
  nChanged 1026
		SP:Iteration 14Q (32568.180000 sec): 3 clusters
  Score: Raw -3014614.264758 + Penalty 3320.579036 = -3011293.685722
  nChanged 663
		SP:Iteration 15Q (32568.550000 sec): 3 clusters
  Score: Raw -3014932.236202 + Penalty 3320.579036 = -3011611.657166
  nChanged 446
		SP:Iteration 16Q (32568.860000 sec): 3 clusters
  Score: Raw -3015089.925655 + Penalty 3320.579036 = -3011769.346619
  nChanged 305
		SP:Iteration 17Q (32569.160000 sec): 3 clusters
  Score: Raw -3015191.024244 + Penalty 3320.579036 = -3011870.445208
  nChanged 251
		SP:Iteration 18Q (32569.490000 sec): 3 clusters
  Score: Raw -3015258.420122 + Penalty 3320.579036 = -3011937.841086
  nChanged 194
		SP:Iteration 19Q (32569.800000 sec): 3 clusters
  Score: Raw -3015303.852205 + Penalty 3320.579036 = -3011983.273168
  nChanged 160
		SP:Iteration 20F (32570.130000 sec): 3 clusters
  Score: Raw -3015336.118219 + Penalty 3320.579036 = -3012015.539183
  nChanged 135
		SP:Iteration 21Q (32570.450000 sec): 3 clusters
  Score: Raw -3015367.959679 + Penalty 3320.579036 = -3012047.380643
  nChanged 132
		SP:Iteration 22Q (32570.780000 sec): 3 clusters
  Score: Raw -3015398.497089 + Penalty 3320.579036 = -3012077.918053
  nChanged 122
		SP:Iteration 23Q (32571.050000 sec): 3 clusters
  Score: Raw -3015418.337974 + Penalty 3320.579036 = -3012097.758938
  nChanged 87
		SP:Iteration 24Q (32571.350000 sec): 3 clusters
  Score: Raw -3015431.746232 + Penalty 3320.579036 = -3012111.167196
  nChanged 76
		SP:Iteration 25Q (32571.660000 sec): 3 clusters
  Score: Raw -3015443.972374 + Penalty 3320.579036 = -3012123.393338
  nChanged 59
		SP:Iteration 26Q (32571.940000 sec): 3 clusters
  Score: Raw -3015452.347679 + Penalty 3320.579036 = -3012131.768642
  nChanged 49
		SP:Iteration 27Q (32572.250000 sec): 3 clusters
  Score: Raw -3015458.636914 + Penalty 3320.579036 = -3012138.057878
  nChanged 38
		SP:Iteration 28Q (32572.600000 sec): 3 clusters
  Score: Raw -3015462.418603 + Penalty 3320.579036 = -3012141.839567
  nChanged 34
		SP:Iteration 29Q (32572.890000 sec): 3 clusters
  Score: Raw -3015465.607640 + Penalty 3320.579036 = -3012145.028604
  nChanged 32
		SP:Iteration 30Q (32573.160000 sec): 3 clusters
  Score: Raw -3015468.970914 + Penalty 3320.579036 = -3012148.391878
  nChanged 37
		SP:Iteration 31Q (32573.480000 sec): 3 clusters
  Score: Raw -3015473.511512 + Penalty 3320.579036 = -3012152.932476
  nChanged 43
		SP:Iteration 32Q (32573.790000 sec): 3 clusters
  Score: Raw -3015478.319546 + Penalty 3320.579036 = -3012157.740510
  nChanged 56
		SP:Iteration 33Q (32574.060000 sec): 3 clusters
  Score: Raw -3015484.544047 + Penalty 3320.579036 = -3012163.965010
  nChanged 51
		SP:Iteration 34Q (32574.340000 sec): 3 clusters
  Score: Raw -3015490.656536 + Penalty 3320.579036 = -3012170.077500
  nChanged 40
		SP:Iteration 35Q (32574.680000 sec): 3 clusters
  Score: Raw -3015496.113863 + Penalty 3320.579036 = -3012175.534827
  nChanged 54
		SP:Iteration 36Q (32574.990000 sec): 3 clusters
  Score: Raw -3015503.597198 + Penalty 3320.579036 = -3012183.018161
  nChanged 56
		SP:Iteration 37Q (32575.300000 sec): 3 clusters
  Score: Raw -3015511.053718 + Penalty 3320.579036 = -3012190.474682
  nChanged 64
		SP:Iteration 38Q (32575.650000 sec): 3 clusters
  Score: Raw -3015520.515449 + Penalty 3320.579036 = -3012199.936413
  nChanged 64
		SP:Iteration 39Q (32575.950000 sec): 3 clusters
  Score: Raw -3015531.311616 + Penalty 3320.579036 = -3012210.732580
  nChanged 61
		SP:Iteration 40F (32576.330000 sec): 3 clusters
  Score: Raw -3015542.394492 + Penalty 3320.579036 = -3012221.815456
  nChanged 75
		SP:Iteration 41Q (32576.620000 sec): 3 clusters
  Score: Raw -3015554.614758 + Penalty 3320.579036 = -3012234.035722
  nChanged 73
		SP:Iteration 42Q (32576.970000 sec): 3 clusters
  Score: Raw -3015566.230922 + Penalty 3320.579036 = -3012245.651886
  nChanged 71
		SP:Iteration 43Q (32577.320000 sec): 3 clusters
  Score: Raw -3015577.257282 + Penalty 3320.579036 = -3012256.678246
  nChanged 76
		SP:Iteration 44Q (32577.620000 sec): 3 clusters
  Score: Raw -3015591.241923 + Penalty 3320.579036 = -3012270.662887
  nChanged 82
		SP:Iteration 45Q (32577.950000 sec): 3 clusters
  Score: Raw -3015606.241507 + Penalty 3320.579036 = -3012285.662471
  nChanged 85
		SP:Iteration 46Q (32578.310000 sec): 3 clusters
  Score: Raw -3015621.757066 + Penalty 3320.579036 = -3012301.178029
  nChanged 89
		SP:Iteration 47Q (32578.640000 sec): 3 clusters
  Score: Raw -3015636.522077 + Penalty 3320.579036 = -3012315.943041
  nChanged 77
		SP:Iteration 48Q (32578.970000 sec): 3 clusters
  Score: Raw -3015647.543997 + Penalty 3320.579036 = -3012326.964961
  nChanged 76
		SP:Iteration 49Q (32579.350000 sec): 3 clusters
  Score: Raw -3015657.439224 + Penalty 3320.579036 = -3012336.860188
  nChanged 79
		SP:Iteration 50Q (32579.670000 sec): 3 clusters
  Score: Raw -3015668.788104 + Penalty 3320.579036 = -3012348.209068
  nChanged 81
		SP:Iteration 51Q (32580.010000 sec): 3 clusters
  Score: Raw -3015679.758843 + Penalty 3320.579036 = -3012359.179807
  nChanged 68
		SP:Iteration 52Q (32580.340000 sec): 3 clusters
  Score: Raw -3015689.068866 + Penalty 3320.579036 = -3012368.489829
  nChanged 72
		SP:Iteration 53Q (32580.630000 sec): 3 clusters
  Score: Raw -3015701.993614 + Penalty 3320.579036 = -3012381.414578
  nChanged 65
		SP:Iteration 54Q (32580.950000 sec): 3 clusters
  Score: Raw -3015712.400443 + Penalty 3320.579036 = -3012391.821407
  nChanged 65
		SP:Iteration 55Q (32581.260000 sec): 3 clusters
  Score: Raw -3015720.550595 + Penalty 3320.579036 = -3012399.971559
  nChanged 56
		SP:Iteration 56Q (32581.590000 sec): 3 clusters
  Score: Raw -3015728.449070 + Penalty 3320.579036 = -3012407.870034
  nChanged 51
		SP:Iteration 57Q (32581.950000 sec): 3 clusters
  Score: Raw -3015735.879589 + Penalty 3320.579036 = -3012415.300553
  nChanged 52
		SP:Iteration 58Q (32582.290000 sec): 3 clusters
  Score: Raw -3015744.132161 + Penalty 3320.579036 = -3012423.553124
  nChanged 51
		SP:Iteration 59Q (32582.580000 sec): 3 clusters
  Score: Raw -3015751.932526 + Penalty 3320.579036 = -3012431.353490
  nChanged 59
		SP:Iteration 60F (32582.910000 sec): 3 clusters
  Score: Raw -3015759.511460 + Penalty 3320.579036 = -3012438.932424
  nChanged 43
		SP:Iteration 61Q (32583.190000 sec): 3 clusters
  Score: Raw -3015765.699659 + Penalty 3320.579036 = -3012445.120623
  nChanged 52
		SP:Iteration 62Q (32583.510000 sec): 3 clusters
  Score: Raw -3015773.191145 + Penalty 3320.579036 = -3012452.612109
  nChanged 56
		SP:Iteration 63Q (32583.830000 sec): 3 clusters
  Score: Raw -3015780.883740 + Penalty 3320.579036 = -3012460.304704
  nChanged 51
		SP:Iteration 64Q (32584.170000 sec): 3 clusters
  Score: Raw -3015787.471451 + Penalty 3320.579036 = -3012466.892415
  nChanged 48
		SP:Iteration 65Q (32584.440000 sec): 3 clusters
  Score: Raw -3015794.603431 + Penalty 3320.579036 = -3012474.024395
  nChanged 50
		SP:Iteration 66Q (32584.770000 sec): 3 clusters
  Score: Raw -3015802.314138 + Penalty 3320.579036 = -3012481.735102
  nChanged 50
		SP:Iteration 67Q (32585.090000 sec): 3 clusters
  Score: Raw -3015809.672827 + Penalty 3320.579036 = -3012489.093791
  nChanged 52
		SP:Iteration 68Q (32585.360000 sec): 3 clusters
  Score: Raw -3015818.941771 + Penalty 3320.579036 = -3012498.362735
  nChanged 62
		SP:Iteration 69Q (32585.690000 sec): 3 clusters
  Score: Raw -3015829.564205 + Penalty 3320.579036 = -3012508.985169
  nChanged 53
		SP:Iteration 70Q (32585.970000 sec): 3 clusters
  Score: Raw -3015837.321625 + Penalty 3320.579036 = -3012516.742589
  nChanged 58
		SP:Iteration 71Q (32586.290000 sec): 3 clusters
  Score: Raw -3015846.363170 + Penalty 3320.579036 = -3012525.784134
  nChanged 56
		SP:Iteration 72Q (32586.590000 sec): 3 clusters
  Score: Raw -3015854.856766 + Penalty 3320.579036 = -3012534.277730
  nChanged 53
		SP:Iteration 73Q (32586.910000 sec): 3 clusters
  Score: Raw -3015862.476647 + Penalty 3320.579036 = -3012541.897611
  nChanged 48
		SP:Iteration 74Q (32587.190000 sec): 3 clusters
  Score: Raw -3015868.679076 + Penalty 3320.579036 = -3012548.100040
  nChanged 49
		SP:Iteration 75Q (32587.520000 sec): 3 clusters
  Score: Raw -3015875.332401 + Penalty 3320.579036 = -3012554.753365
  nChanged 50
		SP:Iteration 76Q (32587.810000 sec): 3 clusters
  Score: Raw -3015882.883276 + Penalty 3320.579036 = -3012562.304240
  nChanged 49
		SP:Iteration 77Q (32588.120000 sec): 3 clusters
  Score: Raw -3015891.348351 + Penalty 3320.579036 = -3012570.769314
  nChanged 53
		SP:Iteration 78Q (32588.460000 sec): 3 clusters
  Score: Raw -3015898.986181 + Penalty 3320.579036 = -3012578.407145
  nChanged 59
		SP:Iteration 79Q (32588.770000 sec): 3 clusters
  Score: Raw -3015909.147063 + Penalty 3320.579036 = -3012588.568027
  nChanged 65
		SP:Iteration 80F (32589.080000 sec): 3 clusters
  Score: Raw -3015923.005959 + Penalty 3320.579036 = -3012602.426923
  nChanged 70
		SP:Iteration 81Q (32589.350000 sec): 3 clusters
  Score: Raw -3015938.541540 + Penalty 3320.579036 = -3012617.962504
  nChanged 84
		SP:Iteration 82Q (32589.680000 sec): 3 clusters
  Score: Raw -3015956.439388 + Penalty 3320.579036 = -3012635.860352
  nChanged 75
		SP:Iteration 83Q (32590.000000 sec): 3 clusters
  Score: Raw -3015972.772607 + Penalty 3320.579036 = -3012652.193571
  nChanged 71
		SP:Iteration 84Q (32590.270000 sec): 3 clusters
  Score: Raw -3015985.805134 + Penalty 3320.579036 = -3012665.226098
  nChanged 61
		SP:Iteration 85Q (32590.550000 sec): 3 clusters
  Score: Raw -3015995.216289 + Penalty 3320.579036 = -3012674.637252
  nChanged 44
		SP:Iteration 86Q (32590.810000 sec): 3 clusters
  Score: Raw -3016003.106834 + Penalty 3320.579036 = -3012682.527798
  nChanged 46
		SP:Iteration 87Q (32591.150000 sec): 3 clusters
  Score: Raw -3016011.586096 + Penalty 3320.579036 = -3012691.007060
  nChanged 44
		SP:Iteration 88Q (32591.440000 sec): 3 clusters
  Score: Raw -3016018.773092 + Penalty 3320.579036 = -3012698.194055
  nChanged 43
		SP:Iteration 89Q (32591.760000 sec): 3 clusters
  Score: Raw -3016025.819266 + Penalty 3320.579036 = -3012705.240230
  nChanged 38
		SP:Iteration 90Q (32592.050000 sec): 3 clusters
  Score: Raw -3016032.117372 + Penalty 3320.579036 = -3012711.538336
  nChanged 34
		SP:Iteration 91Q (32592.370000 sec): 3 clusters
  Score: Raw -3016037.504948 + Penalty 3320.579036 = -3012716.925912
  nChanged 31
		SP:Iteration 92Q (32592.720000 sec): 3 clusters
  Score: Raw -3016042.219038 + Penalty 3320.579036 = -3012721.640002
  nChanged 26
		SP:Iteration 93Q (32593.020000 sec): 3 clusters
  Score: Raw -3016046.437686 + Penalty 3320.579036 = -3012725.858649
  nChanged 27
		SP:Iteration 94Q (32593.360000 sec): 3 clusters
  Score: Raw -3016050.638779 + Penalty 3320.579036 = -3012730.059743
  nChanged 22
		SP:Iteration 95Q (32593.630000 sec): 3 clusters
  Score: Raw -3016053.276016 + Penalty 3320.579036 = -3012732.696980
  nChanged 19
		SP:Iteration 96Q (32593.940000 sec): 3 clusters
  Score: Raw -3016056.199578 + Penalty 3320.579036 = -3012735.620542
  nChanged 19
		SP:Iteration 97Q (32594.220000 sec): 3 clusters
  Score: Raw -3016058.494512 + Penalty 3320.579036 = -3012737.915476
  nChanged 15
		SP:Iteration 98Q (32594.560000 sec): 3 clusters
  Score: Raw -3016060.080875 + Penalty 3320.579036 = -3012739.501839
  nChanged 12
		SP:Iteration 99Q (32594.830000 sec): 3 clusters
  Score: Raw -3016061.981706 + Penalty 3320.579036 = -3012741.402670
  nChanged 21
		SP:Iteration 100F (32595.140000 sec): 3 clusters
  Score: Raw -3016064.924758 + Penalty 3320.579036 = -3012744.345722
  nChanged 20
		SP:Iteration 101Q (32595.450000 sec): 3 clusters
  Score: Raw -3016067.840604 + Penalty 3320.579036 = -3012747.261568
  nChanged 24
		SP:Iteration 102Q (32595.790000 sec): 3 clusters
  Score: Raw -3016070.763268 + Penalty 3320.579036 = -3012750.184232
  nChanged 16
		SP:Iteration 103Q (32596.090000 sec): 3 clusters
  Score: Raw -3016072.869316 + Penalty 3320.579036 = -3012752.290280
  nChanged 12
		SP:Iteration 104Q (32596.410000 sec): 3 clusters
  Score: Raw -3016074.394587 + Penalty 3320.579036 = -3012753.815551
  nChanged 12
		SP:Iteration 105Q (32596.760000 sec): 3 clusters
  Score: Raw -3016075.832480 + Penalty 3320.579036 = -3012755.253444
  nChanged 8
		SP:Iteration 106Q (32597.020000 sec): 3 clusters
  Score: Raw -3016076.729754 + Penalty 3320.579036 = -3012756.150718
  nChanged 12
		SP:Iteration 107Q (32597.330000 sec): 3 clusters
  Score: Raw -3016078.191870 + Penalty 3320.579036 = -3012757.612833
  nChanged 9
		SP:Iteration 108Q (32597.660000 sec): 3 clusters
  Score: Raw -3016079.656168 + Penalty 3320.579036 = -3012759.077132
  nChanged 15
		SP:Iteration 109Q (32598.010000 sec): 3 clusters
  Score: Raw -3016081.432337 + Penalty 3320.579036 = -3012760.853300
  nChanged 15
		SP:Iteration 110Q (32598.350000 sec): 3 clusters
  Score: Raw -3016083.221231 + Penalty 3320.579036 = -3012762.642195
  nChanged 15
		SP:Iteration 111Q (32598.670000 sec): 3 clusters
  Score: Raw -3016085.304270 + Penalty 3320.579036 = -3012764.725234
  nChanged 19
		SP:Iteration 112Q (32598.950000 sec): 3 clusters
  Score: Raw -3016087.734800 + Penalty 3320.579036 = -3012767.155764
  nChanged 15
		SP:Iteration 113Q (32599.290000 sec): 3 clusters
  Score: Raw -3016089.480292 + Penalty 3320.579036 = -3012768.901255
  nChanged 10
		SP:Iteration 114Q (32599.600000 sec): 3 clusters
  Score: Raw -3016091.067161 + Penalty 3320.579036 = -3012770.488125
  nChanged 14
		SP:Iteration 115Q (32599.910000 sec): 3 clusters
  Score: Raw -3016093.150874 + Penalty 3320.579036 = -3012772.571838
  nChanged 16
		SP:Iteration 116Q (32600.230000 sec): 3 clusters
  Score: Raw -3016094.921688 + Penalty 3320.579036 = -3012774.342652
  nChanged 10
		SP:Iteration 117Q (32600.530000 sec): 3 clusters
  Score: Raw -3016096.089352 + Penalty 3320.579036 = -3012775.510316
  nChanged 13
		SP:Iteration 118Q (32600.860000 sec): 3 clusters
  Score: Raw -3016098.066714 + Penalty 3320.579036 = -3012777.487677
  nChanged 19
		SP:Iteration 119Q (32601.150000 sec): 3 clusters
  Score: Raw -3016100.779471 + Penalty 3320.579036 = -3012780.200435
  nChanged 28
		SP:Iteration 120F (32601.470000 sec): 3 clusters
  Score: Raw -3016104.880601 + Penalty 3320.579036 = -3012784.301565
  nChanged 21
		SP:Iteration 121Q (32601.780000 sec): 3 clusters
  Score: Raw -3016107.156709 + Penalty 3320.579036 = -3012786.577673
  nChanged 17
		SP:Iteration 122Q (32602.140000 sec): 3 clusters
  Score: Raw -3016109.499046 + Penalty 3320.579036 = -3012788.920010
  nChanged 16
		SP:Iteration 123Q (32602.460000 sec): 3 clusters
  Score: Raw -3016111.657477 + Penalty 3320.579036 = -3012791.078441
  nChanged 18
		SP:Iteration 124Q (32602.830000 sec): 3 clusters
  Score: Raw -3016114.083220 + Penalty 3320.579036 = -3012793.504184
  nChanged 15
		SP:Iteration 125Q (32603.170000 sec): 3 clusters
  Score: Raw -3016116.004589 + Penalty 3320.579036 = -3012795.425552
  nChanged 9
		SP:Iteration 126Q (32603.420000 sec): 3 clusters
  Score: Raw -3016117.525481 + Penalty 3320.579036 = -3012796.946445
  nChanged 12
		SP:Iteration 127Q (32603.750000 sec): 3 clusters
  Score: Raw -3016119.899878 + Penalty 3320.579036 = -3012799.320842
  nChanged 10
		SP:Iteration 128Q (32604.040000 sec): 3 clusters
  Score: Raw -3016120.963379 + Penalty 3320.579036 = -3012800.384343
  nChanged 8
		SP:Iteration 129Q (32604.430000 sec): 3 clusters
  Score: Raw -3016121.826918 + Penalty 3320.579036 = -3012801.247882
  nChanged 9
		SP:Iteration 130Q (32604.780000 sec): 3 clusters
  Score: Raw -3016123.201349 + Penalty 3320.579036 = -3012802.622313
  nChanged 6
		SP:Iteration 131Q (32605.140000 sec): 3 clusters
  Score: Raw -3016124.243910 + Penalty 3320.579036 = -3012803.664874
  nChanged 8
		SP:Iteration 132Q (32605.490000 sec): 3 clusters
  Score: Raw -3016125.300240 + Penalty 3320.579036 = -3012804.721204
  nChanged 7
		SP:Iteration 133Q (32605.840000 sec): 3 clusters
  Score: Raw -3016125.861960 + Penalty 3320.579036 = -3012805.282924
  nChanged 4
		SP:Iteration 134Q (32606.150000 sec): 3 clusters
  Score: Raw -3016126.307392 + Penalty 3320.579036 = -3012805.728356
  nChanged 3
		SP:Iteration 135Q (32606.520000 sec): 3 clusters
  Score: Raw -3016126.885241 + Penalty 3320.579036 = -3012806.306205
  nChanged 6
		SP:Iteration 136Q (32606.860000 sec): 3 clusters
  Score: Raw -3016127.678893 + Penalty 3320.579036 = -3012807.099857
  nChanged 9
		SP:Iteration 137Q (32607.200000 sec): 3 clusters
  Score: Raw -3016128.540510 + Penalty 3320.579036 = -3012807.961474
  nChanged 5
		SP:Iteration 138Q (32607.550000 sec): 3 clusters
  Score: Raw -3016129.098781 + Penalty 3320.579036 = -3012808.519745
  nChanged 7
		SP:Iteration 139Q (32607.900000 sec): 3 clusters
  Score: Raw -3016129.990691 + Penalty 3320.579036 = -3012809.411655
  nChanged 8
		SP:Iteration 140F (32608.230000 sec): 3 clusters
  Score: Raw -3016131.311395 + Penalty 3320.579036 = -3012810.732359
  nChanged 9
		SP:Iteration 141Q (32608.550000 sec): 3 clusters
  Score: Raw -3016132.305357 + Penalty 3320.579036 = -3012811.726321
  nChanged 11
		SP:Iteration 142Q (32608.830000 sec): 3 clusters
  Score: Raw -3016133.788383 + Penalty 3320.579036 = -3012813.209347
  nChanged 10
		SP:Iteration 143Q (32609.160000 sec): 3 clusters
  Score: Raw -3016135.092572 + Penalty 3320.579036 = -3012814.513536
  nChanged 5
		SP:Iteration 144Q (32609.530000 sec): 3 clusters
  Score: Raw -3016135.958858 + Penalty 3320.579036 = -3012815.379822
  nChanged 7
		SP:Iteration 145Q (32609.830000 sec): 3 clusters
  Score: Raw -3016137.252010 + Penalty 3320.579036 = -3012816.672974
  nChanged 8
		SP:Iteration 146Q (32610.140000 sec): 3 clusters
  Score: Raw -3016138.608074 + Penalty 3320.579036 = -3012818.029038
  nChanged 9
		SP:Iteration 147Q (32610.500000 sec): 3 clusters
  Score: Raw -3016140.432145 + Penalty 3320.579036 = -3012819.853109
  nChanged 8
		SP:Iteration 148Q (32610.850000 sec): 3 clusters
  Score: Raw -3016142.176125 + Penalty 3320.579036 = -3012821.597089
  nChanged 7
		SP:Iteration 149Q (32611.170000 sec): 3 clusters
  Score: Raw -3016143.063333 + Penalty 3320.579036 = -3012822.484297
  nChanged 4
		SP:Iteration 150Q (32611.540000 sec): 3 clusters
  Score: Raw -3016143.392085 + Penalty 3320.579036 = -3012822.813048
  nChanged 3
		SP:Iteration 151Q (32611.840000 sec): 3 clusters
  Score: Raw -3016143.753581 + Penalty 3320.579036 = -3012823.174545
  nChanged 4
		SP:Iteration 152Q (32612.200000 sec): 3 clusters
  Score: Raw -3016144.389564 + Penalty 3320.579036 = -3012823.810528
  nChanged 4
		SP:Iteration 153Q (32612.580000 sec): 3 clusters
  Score: Raw -3016144.870100 + Penalty 3320.579036 = -3012824.291064
  nChanged 3
		SP:Iteration 154Q (32612.910000 sec): 3 clusters
  Score: Raw -3016145.146871 + Penalty 3320.579036 = -3012824.567835
  nChanged 1
		SP:Iteration 155Q (32613.210000 sec): 3 clusters
  Score: Raw -3016145.184310 + Penalty 3320.579036 = -3012824.605274
  nChanged 2
		SP:Iteration 156Q (32613.540000 sec): 3 clusters
  Score: Raw -3016145.298286 + Penalty 3320.579036 = -3012824.719250
  nChanged 1
		SP:Iteration 157Q (32613.820000 sec): 3 clusters
  Score: Raw -3016145.412605 + Penalty 3320.579036 = -3012824.833568
  nChanged 0
		SP:Iteration 158F (32614.150000 sec): 3 clusters
  Score: Raw -3016145.412605 + Penalty 3320.579036 = -3012824.833568
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32614.280000 sec): 2 clusters
  Score: Raw -494832.967740 + Penalty 1374.265501 = -493458.702239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32614.490000 sec): 3 clusters
  Score: Raw -492425.200618 + Penalty 2748.531002 = -489676.669616
  nChanged 1891
		SP:Iteration 1F (32614.710000 sec): 3 clusters
  Score: Raw -493634.956090 + Penalty 2748.531002 = -490886.425088
  nChanged 381
		SP:Iteration 2F (32614.870000 sec): 3 clusters
  Score: Raw -493944.975363 + Penalty 2748.531002 = -491196.444361
  nChanged 338
		SP:Iteration 3F (32615.110000 sec): 3 clusters
  Score: Raw -494204.467960 + Penalty 2748.531002 = -491455.936958
  nChanged 262
		SP:Iteration 4F (32615.270000 sec): 3 clusters
  Score: Raw -494390.754865 + Penalty 2748.531002 = -491642.223862
  nChanged 236
		SP:Iteration 5F (32615.520000 sec): 3 clusters
  Score: Raw -494523.867206 + Penalty 2748.531002 = -491775.336204
  nChanged 167
		SP:Iteration 6Q (32615.710000 sec): 3 clusters
  Score: Raw -494639.117497 + Penalty 2748.531002 = -491890.586495
  nChanged 173
		SP:Iteration 7Q (32615.890000 sec): 3 clusters
  Score: Raw -494751.113124 + Penalty 2748.531002 = -492002.582121
  nChanged 147
		SP:Iteration 8Q (32616.100000 sec): 3 clusters
  Score: Raw -494839.123111 + Penalty 2748.531002 = -492090.592109
  nChanged 121
		SP:Iteration 9Q (32616.290000 sec): 3 clusters
  Score: Raw -494915.629221 + Penalty 2748.531002 = -492167.098219
  nChanged 86
		SP:Iteration 10Q (32616.510000 sec): 3 clusters
  Score: Raw -494965.784856 + Penalty 2748.531002 = -492217.253854
  nChanged 79
		SP:Iteration 11Q (32616.680000 sec): 3 clusters
  Score: Raw -495005.159226 + Penalty 2748.531002 = -492256.628224
  nChanged 65
		SP:Iteration 12Q (32616.880000 sec): 3 clusters
  Score: Raw -495034.314248 + Penalty 2748.531002 = -492285.783245
  nChanged 55
		SP:Iteration 13Q (32617.060000 sec): 3 clusters
  Score: Raw -495054.011887 + Penalty 2748.531002 = -492305.480885
  nChanged 35
		SP:Iteration 14Q (32617.250000 sec): 3 clusters
  Score: Raw -495067.898728 + Penalty 2748.531002 = -492319.367725
  nChanged 31
		SP:Iteration 15Q (32617.400000 sec): 3 clusters
  Score: Raw -495083.276726 + Penalty 2748.531002 = -492334.745724
  nChanged 37
		SP:Iteration 16Q (32617.640000 sec): 3 clusters
  Score: Raw -495099.589963 + Penalty 2748.531002 = -492351.058961
  nChanged 28
		SP:Iteration 17Q (32617.810000 sec): 3 clusters
  Score: Raw -495109.146537 + Penalty 2748.531002 = -492360.615535
  nChanged 13
		SP:Iteration 18Q (32617.970000 sec): 3 clusters
  Score: Raw -495111.619570 + Penalty 2748.531002 = -492363.088568
  nChanged 9
		SP:Iteration 19Q (32618.180000 sec): 3 clusters
  Score: Raw -495113.766157 + Penalty 2748.531002 = -492365.235155
  nChanged 9
		SP:Iteration 20F (32618.400000 sec): 3 clusters
  Score: Raw -495115.582150 + Penalty 2748.531002 = -492367.051148
  nChanged 6
		SP:Iteration 21Q (32618.620000 sec): 3 clusters
  Score: Raw -495116.974334 + Penalty 2748.531002 = -492368.443332
  nChanged 5
		SP:Iteration 22Q (32618.830000 sec): 3 clusters
  Score: Raw -495117.771692 + Penalty 2748.531002 = -492369.240689
  nChanged 4
		SP:Iteration 23Q (32619.020000 sec): 3 clusters
  Score: Raw -495118.514368 + Penalty 2748.531002 = -492369.983365
  nChanged 2
		SP:Iteration 24Q (32619.200000 sec): 3 clusters
  Score: Raw -495119.170175 + Penalty 2748.531002 = -492370.639173
  nChanged 6
		SP:Iteration 25Q (32619.390000 sec): 3 clusters
  Score: Raw -495120.481654 + Penalty 2748.531002 = -492371.950652
  nChanged 5
		SP:Iteration 26Q (32619.620000 sec): 3 clusters
  Score: Raw -495121.462562 + Penalty 2748.531002 = -492372.931560
  nChanged 3
		SP:Iteration 27Q (32619.820000 sec): 3 clusters
  Score: Raw -495122.287754 + Penalty 2748.531002 = -492373.756752
  nChanged 4
		SP:Iteration 28Q (32619.980000 sec): 3 clusters
  Score: Raw -495123.485610 + Penalty 2748.531002 = -492374.954608
  nChanged 6
		SP:Iteration 29Q (32620.240000 sec): 3 clusters
  Score: Raw -495124.898460 + Penalty 2748.531002 = -492376.367458
  nChanged 3
		SP:Iteration 30Q (32620.420000 sec): 3 clusters
  Score: Raw -495125.376825 + Penalty 2748.531002 = -492376.845822
  nChanged 4
		SP:Iteration 31Q (32620.550000 sec): 3 clusters
  Score: Raw -495126.651800 + Penalty 2748.531002 = -492378.120798
  nChanged 5
		SP:Iteration 32Q (32620.760000 sec): 3 clusters
  Score: Raw -495128.724364 + Penalty 2748.531002 = -492380.193361
  nChanged 5
		SP:Iteration 33Q (32620.940000 sec): 3 clusters
  Score: Raw -495129.703957 + Penalty 2748.531002 = -492381.172955
  nChanged 6
		SP:Iteration 34Q (32621.110000 sec): 3 clusters
  Score: Raw -495131.114656 + Penalty 2748.531002 = -492382.583654
  nChanged 4
		SP:Iteration 35Q (32621.260000 sec): 3 clusters
  Score: Raw -495132.014987 + Penalty 2748.531002 = -492383.483985
  nChanged 4
		SP:Iteration 36Q (32621.450000 sec): 3 clusters
  Score: Raw -495132.647006 + Penalty 2748.531002 = -492384.116003
  nChanged 1
		SP:Iteration 37Q (32621.610000 sec): 3 clusters
  Score: Raw -495132.829931 + Penalty 2748.531002 = -492384.298929
  nChanged 1
		SP:Iteration 38Q (32621.770000 sec): 3 clusters
  Score: Raw -495133.047367 + Penalty 2748.531002 = -492384.516364
  nChanged 1
		SP:Iteration 39Q (32621.940000 sec): 3 clusters
  Score: Raw -495133.512418 + Penalty 2748.531002 = -492384.981416
  nChanged 1
		SP:Iteration 40F (32622.100000 sec): 3 clusters
  Score: Raw -495133.611160 + Penalty 2748.531002 = -492385.080158
  nChanged 1
		SP:Iteration 41Q (32622.280000 sec): 3 clusters
  Score: Raw -495133.721004 + Penalty 2748.531002 = -492385.190002
  nChanged 0
		SP:Iteration 42F (32622.460000 sec): 3 clusters
  Score: Raw -495133.721004 + Penalty 2748.531002 = -492385.190002
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32622.570000 sec): 2 clusters
  Score: Raw -587107.622303 + Penalty 1392.188818 = -585715.433485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32622.800000 sec): 3 clusters
  Score: Raw -584390.239474 + Penalty 2784.377635 = -581605.861839
  nChanged 2089
		SP:Iteration 1F (32623.000000 sec): 3 clusters
  Score: Raw -585573.736746 + Penalty 2784.377635 = -582789.359110
  nChanged 362
		SP:Iteration 2F (32623.200000 sec): 3 clusters
  Score: Raw -585788.474786 + Penalty 2784.377635 = -583004.097151
  nChanged 310
		SP:Iteration 3F (32623.370000 sec): 3 clusters
  Score: Raw -585961.919902 + Penalty 2784.377635 = -583177.542266
  nChanged 243
		SP:Iteration 4Q (32623.580000 sec): 3 clusters
  Score: Raw -586113.060681 + Penalty 2784.377635 = -583328.683045
  nChanged 230
		SP:Iteration 5Q (32623.770000 sec): 3 clusters
  Score: Raw -586252.530843 + Penalty 2784.377635 = -583468.153208
  nChanged 201
		SP:Iteration 6Q (32623.930000 sec): 3 clusters
  Score: Raw -586359.288864 + Penalty 2784.377635 = -583574.911229
  nChanged 178
		SP:Iteration 7Q (32624.100000 sec): 3 clusters
  Score: Raw -586449.819665 + Penalty 2784.377635 = -583665.442030
  nChanged 148
		SP:Iteration 8Q (32624.280000 sec): 3 clusters
  Score: Raw -586524.469478 + Penalty 2784.377635 = -583740.091843
  nChanged 131
		SP:Iteration 9Q (32624.470000 sec): 3 clusters
  Score: Raw -586598.347994 + Penalty 2784.377635 = -583813.970359
  nChanged 125
		SP:Iteration 10Q (32624.710000 sec): 3 clusters
  Score: Raw -586677.744899 + Penalty 2784.377635 = -583893.367263
  nChanged 116
		SP:Iteration 11Q (32624.900000 sec): 3 clusters
  Score: Raw -586749.178681 + Penalty 2784.377635 = -583964.801046
  nChanged 100
		SP:Iteration 12Q (32625.100000 sec): 3 clusters
  Score: Raw -586809.484969 + Penalty 2784.377635 = -584025.107333
  nChanged 98
		SP:Iteration 13Q (32625.290000 sec): 3 clusters
  Score: Raw -586867.297834 + Penalty 2784.377635 = -584082.920198
  nChanged 87
		SP:Iteration 14Q (32625.470000 sec): 3 clusters
  Score: Raw -586913.007168 + Penalty 2784.377635 = -584128.629533
  nChanged 69
		SP:Iteration 15Q (32625.640000 sec): 3 clusters
  Score: Raw -586951.028411 + Penalty 2784.377635 = -584166.650775
  nChanged 76
		SP:Iteration 16Q (32625.860000 sec): 3 clusters
  Score: Raw -586993.940235 + Penalty 2784.377635 = -584209.562600
  nChanged 73
		SP:Iteration 17Q (32626.040000 sec): 3 clusters
  Score: Raw -587043.224617 + Penalty 2784.377635 = -584258.846981
  nChanged 68
		SP:Iteration 18Q (32626.250000 sec): 3 clusters
  Score: Raw -587085.262319 + Penalty 2784.377635 = -584300.884684
  nChanged 54
		SP:Iteration 19Q (32626.440000 sec): 3 clusters
  Score: Raw -587124.692633 + Penalty 2784.377635 = -584340.314997
  nChanged 61
		SP:Iteration 20F (32626.640000 sec): 3 clusters
  Score: Raw -587162.525926 + Penalty 2784.377635 = -584378.148291
  nChanged 61
		SP:Iteration 21Q (32626.840000 sec): 3 clusters
  Score: Raw -587193.360038 + Penalty 2784.377635 = -584408.982402
  nChanged 36
		SP:Iteration 22Q (32627.050000 sec): 3 clusters
  Score: Raw -587207.233779 + Penalty 2784.377635 = -584422.856144
  nChanged 20
		SP:Iteration 23Q (32627.240000 sec): 3 clusters
  Score: Raw -587215.166696 + Penalty 2784.377635 = -584430.789061
  nChanged 19
		SP:Iteration 24Q (32627.420000 sec): 3 clusters
  Score: Raw -587221.208563 + Penalty 2784.377635 = -584436.830927
  nChanged 11
		SP:Iteration 25Q (32627.620000 sec): 3 clusters
  Score: Raw -587224.984795 + Penalty 2784.377635 = -584440.607160
  nChanged 6
		SP:Iteration 26Q (32627.810000 sec): 3 clusters
  Score: Raw -587227.308713 + Penalty 2784.377635 = -584442.931077
  nChanged 6
		SP:Iteration 27Q (32628.040000 sec): 3 clusters
  Score: Raw -587228.545403 + Penalty 2784.377635 = -584444.167768
  nChanged 4
		SP:Iteration 28Q (32628.180000 sec): 3 clusters
  Score: Raw -587229.296201 + Penalty 2784.377635 = -584444.918566
  nChanged 4
		SP:Iteration 29Q (32628.410000 sec): 3 clusters
  Score: Raw -587230.302043 + Penalty 2784.377635 = -584445.924408
  nChanged 6
		SP:Iteration 30Q (32628.610000 sec): 3 clusters
  Score: Raw -587231.276613 + Penalty 2784.377635 = -584446.898977
  nChanged 3
		SP:Iteration 31Q (32628.750000 sec): 3 clusters
  Score: Raw -587232.911335 + Penalty 2784.377635 = -584448.533699
  nChanged 5
		SP:Iteration 32Q (32628.900000 sec): 3 clusters
  Score: Raw -587234.976497 + Penalty 2784.377635 = -584450.598862
  nChanged 7
		SP:Iteration 33Q (32629.100000 sec): 3 clusters
  Score: Raw -587238.070416 + Penalty 2784.377635 = -584453.692781
  nChanged 9
		SP:Iteration 34Q (32629.290000 sec): 3 clusters
  Score: Raw -587241.944494 + Penalty 2784.377635 = -584457.566859
  nChanged 9
		SP:Iteration 35Q (32629.430000 sec): 3 clusters
  Score: Raw -587245.047743 + Penalty 2784.377635 = -584460.670108
  nChanged 9
		SP:Iteration 36Q (32629.590000 sec): 3 clusters
  Score: Raw -587247.909007 + Penalty 2784.377635 = -584463.531372
  nChanged 9
		SP:Iteration 37Q (32629.760000 sec): 3 clusters
  Score: Raw -587251.038156 + Penalty 2784.377635 = -584466.660521
  nChanged 8
		SP:Iteration 38Q (32629.930000 sec): 3 clusters
  Score: Raw -587253.426143 + Penalty 2784.377635 = -584469.048508
  nChanged 7
		SP:Iteration 39Q (32630.120000 sec): 3 clusters
  Score: Raw -587255.512941 + Penalty 2784.377635 = -584471.135306
  nChanged 3
		SP:Iteration 40F (32630.280000 sec): 3 clusters
  Score: Raw -587256.268701 + Penalty 2784.377635 = -584471.891066
  nChanged 3
		SP:Iteration 41Q (32630.470000 sec): 3 clusters
  Score: Raw -587256.860529 + Penalty 2784.377635 = -584472.482894
  nChanged 2
		SP:Iteration 42Q (32630.610000 sec): 3 clusters
  Score: Raw -587257.657620 + Penalty 2784.377635 = -584473.279984
  nChanged 1
		SP:Iteration 43Q (32630.810000 sec): 3 clusters
  Score: Raw -587257.756411 + Penalty 2784.377635 = -584473.378776
  nChanged 0
		SP:Iteration 44F (32631.030000 sec): 3 clusters
  Score: Raw -587257.756411 + Penalty 2784.377635 = -584473.378776
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32631.110000 sec): 2 clusters
  Score: Raw -364763.475327 + Penalty 1326.037780 = -363437.437547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32631.290000 sec): 3 clusters
  Score: Raw -363052.963156 + Penalty 2652.075560 = -360400.887596
  nChanged 1388
		SP:Iteration 1F (32631.450000 sec): 3 clusters
  Score: Raw -364033.515559 + Penalty 2652.075560 = -361381.439999
  nChanged 372
		SP:Iteration 2F (32631.660000 sec): 3 clusters
  Score: Raw -364466.238165 + Penalty 2652.075560 = -361814.162605
  nChanged 325
		SP:Iteration 3F (32631.830000 sec): 3 clusters
  Score: Raw -364892.557493 + Penalty 2652.075560 = -362240.481933
  nChanged 277
		SP:Iteration 4F (32632.000000 sec): 3 clusters
  Score: Raw -365166.653935 + Penalty 2652.075560 = -362514.578375
  nChanged 184
		SP:Iteration 5F (32632.150000 sec): 3 clusters
  Score: Raw -365325.415471 + Penalty 2652.075560 = -362673.339911
  nChanged 127
		SP:Iteration 6Q (32632.330000 sec): 3 clusters
  Score: Raw -365427.207359 + Penalty 2652.075560 = -362775.131799
  nChanged 104
		SP:Iteration 7Q (32632.530000 sec): 3 clusters
  Score: Raw -365502.010586 + Penalty 2652.075560 = -362849.935026
  nChanged 66
		SP:Iteration 8Q (32632.680000 sec): 3 clusters
  Score: Raw -365541.089415 + Penalty 2652.075560 = -362889.013855
  nChanged 37
		SP:Iteration 9Q (32632.870000 sec): 3 clusters
  Score: Raw -365554.821848 + Penalty 2652.075560 = -362902.746288
  nChanged 21
		SP:Iteration 10Q (32633.090000 sec): 3 clusters
  Score: Raw -365563.188735 + Penalty 2652.075560 = -362911.113175
  nChanged 21
		SP:Iteration 11Q (32633.230000 sec): 3 clusters
  Score: Raw -365570.289327 + Penalty 2652.075560 = -362918.213767
  nChanged 12
		SP:Iteration 12Q (32633.430000 sec): 3 clusters
  Score: Raw -365575.757063 + Penalty 2652.075560 = -362923.681503
  nChanged 20
		SP:Iteration 13Q (32633.610000 sec): 3 clusters
  Score: Raw -365583.575627 + Penalty 2652.075560 = -362931.500067
  nChanged 19
		SP:Iteration 14Q (32633.790000 sec): 3 clusters
  Score: Raw -365589.957999 + Penalty 2652.075560 = -362937.882439
  nChanged 12
		SP:Iteration 15Q (32633.990000 sec): 3 clusters
  Score: Raw -365594.075963 + Penalty 2652.075560 = -362942.000402
  nChanged 6
		SP:Iteration 16Q (32634.160000 sec): 3 clusters
  Score: Raw -365595.816694 + Penalty 2652.075560 = -362943.741134
  nChanged 3
		SP:Iteration 17Q (32634.330000 sec): 3 clusters
  Score: Raw -365596.608108 + Penalty 2652.075560 = -362944.532548
  nChanged 3
		SP:Iteration 18Q (32634.520000 sec): 3 clusters
  Score: Raw -365597.232032 + Penalty 2652.075560 = -362945.156472
  nChanged 1
		SP:Iteration 19Q (32634.680000 sec): 3 clusters
  Score: Raw -365597.675078 + Penalty 2652.075560 = -362945.599518
  nChanged 1
		SP:Iteration 20F (32634.860000 sec): 3 clusters
  Score: Raw -365597.830470 + Penalty 2652.075560 = -362945.754910
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32635.040000 sec): 2 clusters
  Score: Raw -1119002.972574 + Penalty 1495.686025 = -1117507.286549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32635.190000 sec): 3 clusters
  Score: Raw -1113360.168987 + Penalty 2991.372050 = -1110368.796937
  nChanged 4289
		SP:Iteration 1F (32635.360000 sec): 3 clusters
  Score: Raw -1115688.230664 + Penalty 2991.372050 = -1112696.858614
  nChanged 552
		SP:Iteration 2F (32635.540000 sec): 3 clusters
  Score: Raw -1115891.764882 + Penalty 2991.372050 = -1112900.392833
  nChanged 435
		SP:Iteration 3Q (32635.730000 sec): 3 clusters
  Score: Raw -1116032.693569 + Penalty 2991.372050 = -1113041.321519
  nChanged 332
		SP:Iteration 4Q (32635.950000 sec): 3 clusters
  Score: Raw -1116138.926707 + Penalty 2991.372050 = -1113147.554657
  nChanged 336
		SP:Iteration 5Q (32636.160000 sec): 3 clusters
  Score: Raw -1116267.153173 + Penalty 2991.372050 = -1113275.781123
  nChanged 329
		SP:Iteration 6Q (32636.380000 sec): 3 clusters
  Score: Raw -1116403.727125 + Penalty 2991.372050 = -1113412.355076
  nChanged 362
		SP:Iteration 7Q (32636.600000 sec): 3 clusters
  Score: Raw -1116554.463308 + Penalty 2991.372050 = -1113563.091259
  nChanged 340
		SP:Iteration 8Q (32636.870000 sec): 3 clusters
  Score: Raw -1116687.040556 + Penalty 2991.372050 = -1113695.668506
  nChanged 319
		SP:Iteration 9Q (32637.090000 sec): 3 clusters
  Score: Raw -1116819.537072 + Penalty 2991.372050 = -1113828.165022
  nChanged 333
		SP:Iteration 10Q (32637.320000 sec): 3 clusters
  Score: Raw -1116971.085647 + Penalty 2991.372050 = -1113979.713597
  nChanged 327
		SP:Iteration 11Q (32637.520000 sec): 3 clusters
  Score: Raw -1117145.158393 + Penalty 2991.372050 = -1114153.786343
  nChanged 363
		SP:Iteration 12Q (32637.700000 sec): 3 clusters
  Score: Raw -1117336.780734 + Penalty 2991.372050 = -1114345.408684
  nChanged 365
		SP:Iteration 13Q (32637.860000 sec): 3 clusters
  Score: Raw -1117553.702924 + Penalty 2991.372050 = -1114562.330874
  nChanged 363
		SP:Iteration 14Q (32638.100000 sec): 3 clusters
  Score: Raw -1117769.819877 + Penalty 2991.372050 = -1114778.447827
  nChanged 342
		SP:Iteration 15Q (32638.300000 sec): 3 clusters
  Score: Raw -1117977.793037 + Penalty 2991.372050 = -1114986.420988
  nChanged 323
		SP:Iteration 16Q (32638.540000 sec): 3 clusters
  Score: Raw -1118181.878728 + Penalty 2991.372050 = -1115190.506678
  nChanged 286
		SP:Iteration 17Q (32638.800000 sec): 3 clusters
  Score: Raw -1118357.448156 + Penalty 2991.372050 = -1115366.076107
  nChanged 235
		SP:Iteration 18Q (32638.950000 sec): 3 clusters
  Score: Raw -1118503.990881 + Penalty 2991.372050 = -1115512.618832
  nChanged 199
		SP:Iteration 19Q (32639.130000 sec): 3 clusters
  Score: Raw -1118628.143370 + Penalty 2991.372050 = -1115636.771321
  nChanged 189
		SP:Iteration 20F (32639.290000 sec): 3 clusters
  Score: Raw -1118744.143432 + Penalty 2991.372050 = -1115752.771382
  nChanged 163
		SP:Iteration 21Q (32639.440000 sec): 3 clusters
  Score: Raw -1118851.848498 + Penalty 2991.372050 = -1115860.476448
  nChanged 154
		SP:Iteration 22Q (32639.650000 sec): 3 clusters
  Score: Raw -1118974.671401 + Penalty 2991.372050 = -1115983.299351
  nChanged 114
		SP:Iteration 23Q (32639.870000 sec): 3 clusters
  Score: Raw -1119083.178795 + Penalty 2991.372050 = -1116091.806746
  nChanged 104
		SP:Iteration 24Q (32640.040000 sec): 3 clusters
  Score: Raw -1119172.663677 + Penalty 2991.372050 = -1116181.291627
  nChanged 77
		SP:Iteration 25Q (32640.230000 sec): 3 clusters
  Score: Raw -1119241.951331 + Penalty 2991.372050 = -1116250.579282
  nChanged 66
		SP:Iteration 26Q (32640.430000 sec): 3 clusters
  Score: Raw -1119298.546673 + Penalty 2991.372050 = -1116307.174623
  nChanged 48
		SP:Iteration 27Q (32640.690000 sec): 3 clusters
  Score: Raw -1119337.280193 + Penalty 2991.372050 = -1116345.908143
  nChanged 36
		SP:Iteration 28Q (32640.890000 sec): 3 clusters
  Score: Raw -1119360.803730 + Penalty 2991.372050 = -1116369.431681
  nChanged 25
		SP:Iteration 29Q (32641.120000 sec): 3 clusters
  Score: Raw -1119374.726457 + Penalty 2991.372050 = -1116383.354408
  nChanged 31
		SP:Iteration 30Q (32641.340000 sec): 3 clusters
  Score: Raw -1119387.058668 + Penalty 2991.372050 = -1116395.686618
  nChanged 15
		SP:Iteration 31Q (32641.550000 sec): 3 clusters
  Score: Raw -1119393.725305 + Penalty 2991.372050 = -1116402.353255
  nChanged 12
		SP:Iteration 32Q (32641.810000 sec): 3 clusters
  Score: Raw -1119401.164264 + Penalty 2991.372050 = -1116409.792214
  nChanged 17
		SP:Iteration 33Q (32642.040000 sec): 3 clusters
  Score: Raw -1119410.797642 + Penalty 2991.372050 = -1116419.425593
  nChanged 12
		SP:Iteration 34Q (32642.230000 sec): 3 clusters
  Score: Raw -1119416.817917 + Penalty 2991.372050 = -1116425.445867
  nChanged 9
		SP:Iteration 35Q (32642.430000 sec): 3 clusters
  Score: Raw -1119423.056836 + Penalty 2991.372050 = -1116431.684786
  nChanged 15
		SP:Iteration 36Q (32642.690000 sec): 3 clusters
  Score: Raw -1119428.507025 + Penalty 2991.372050 = -1116437.134975
  nChanged 6
		SP:Iteration 37Q (32642.850000 sec): 3 clusters
  Score: Raw -1119430.169960 + Penalty 2991.372050 = -1116438.797910
  nChanged 6
		SP:Iteration 38Q (32643.050000 sec): 3 clusters
  Score: Raw -1119432.901422 + Penalty 2991.372050 = -1116441.529373
  nChanged 4
		SP:Iteration 39Q (32643.310000 sec): 3 clusters
  Score: Raw -1119434.762363 + Penalty 2991.372050 = -1116443.390314
  nChanged 4
		SP:Iteration 40F (32643.480000 sec): 3 clusters
  Score: Raw -1119436.335858 + Penalty 2991.372050 = -1116444.963808
  nChanged 2
		SP:Iteration 41Q (32643.690000 sec): 3 clusters
  Score: Raw -1119437.588743 + Penalty 2991.372050 = -1116446.216693
  nChanged 5
		SP:Iteration 42Q (32643.870000 sec): 3 clusters
  Score: Raw -1119439.765822 + Penalty 2991.372050 = -1116448.393773
  nChanged 2
		SP:Iteration 43Q (32644.090000 sec): 3 clusters
  Score: Raw -1119441.021170 + Penalty 2991.372050 = -1116449.649120
  nChanged 3
		SP:Iteration 44Q (32644.280000 sec): 3 clusters
  Score: Raw -1119441.791209 + Penalty 2991.372050 = -1116450.419160
  nChanged 4
		SP:Iteration 45Q (32644.500000 sec): 3 clusters
  Score: Raw -1119443.220361 + Penalty 2991.372050 = -1116451.848312
  nChanged 0
		SP:Iteration 46F (32644.760000 sec): 3 clusters
  Score: Raw -1119443.220361 + Penalty 2991.372050 = -1116451.848312
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (10991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32644.870000 sec): 2 clusters
  Score: Raw -1150525.824394 + Penalty 1512.035206 = -1149013.789188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32645.170000 sec): 3 clusters
  Score: Raw -1144336.546232 + Penalty 3024.070411 = -1141312.475821
  nChanged 4763
		SP:Iteration 1F (32645.370000 sec): 3 clusters
  Score: Raw -1146837.453391 + Penalty 3024.070411 = -1143813.382980
  nChanged 658
		SP:Iteration 2F (32645.560000 sec): 3 clusters
  Score: Raw -1147134.806812 + Penalty 3024.070411 = -1144110.736401
  nChanged 586
		SP:Iteration 3F (32645.850000 sec): 3 clusters
  Score: Raw -1147426.178072 + Penalty 3024.070411 = -1144402.107661
  nChanged 540
		SP:Iteration 4Q (32646.060000 sec): 3 clusters
  Score: Raw -1147699.529949 + Penalty 3024.070411 = -1144675.459538
  nChanged 545
		SP:Iteration 5Q (32646.300000 sec): 3 clusters
  Score: Raw -1148014.167450 + Penalty 3024.070411 = -1144990.097038
  nChanged 557
		SP:Iteration 6F (32646.530000 sec): 3 clusters
  Score: Raw -1148352.821716 + Penalty 3024.070411 = -1145328.751305
  nChanged 605
		SP:Iteration 7F (32646.770000 sec): 3 clusters
  Score: Raw -1148702.281833 + Penalty 3024.070411 = -1145678.211421
  nChanged 556
		SP:Iteration 8F (32647.010000 sec): 3 clusters
  Score: Raw -1149020.673801 + Penalty 3024.070411 = -1145996.603390
  nChanged 489
		SP:Iteration 9Q (32647.170000 sec): 3 clusters
  Score: Raw -1149273.292050 + Penalty 3024.070411 = -1146249.221639
  nChanged 375
		SP:Iteration 10Q (32647.430000 sec): 3 clusters
  Score: Raw -1149438.741256 + Penalty 3024.070411 = -1146414.670844
  nChanged 312
		SP:Iteration 11Q (32647.660000 sec): 3 clusters
  Score: Raw -1149531.818042 + Penalty 3024.070411 = -1146507.747630
  nChanged 195
		SP:Iteration 12Q (32647.890000 sec): 3 clusters
  Score: Raw -1149582.726335 + Penalty 3024.070411 = -1146558.655923
  nChanged 153
		SP:Iteration 13Q (32648.110000 sec): 3 clusters
  Score: Raw -1149618.054430 + Penalty 3024.070411 = -1146593.984019
  nChanged 136
		SP:Iteration 14Q (32648.290000 sec): 3 clusters
  Score: Raw -1149651.371693 + Penalty 3024.070411 = -1146627.301282
  nChanged 123
		SP:Iteration 15Q (32648.500000 sec): 3 clusters
  Score: Raw -1149680.310603 + Penalty 3024.070411 = -1146656.240192
  nChanged 122
		SP:Iteration 16Q (32648.710000 sec): 3 clusters
  Score: Raw -1149709.656639 + Penalty 3024.070411 = -1146685.586228
  nChanged 112
		SP:Iteration 17Q (32648.940000 sec): 3 clusters
  Score: Raw -1149735.292557 + Penalty 3024.070411 = -1146711.222145
  nChanged 115
		SP:Iteration 18Q (32649.110000 sec): 3 clusters
  Score: Raw -1149762.172216 + Penalty 3024.070411 = -1146738.101805
  nChanged 115
		SP:Iteration 19Q (32649.350000 sec): 3 clusters
  Score: Raw -1149787.595547 + Penalty 3024.070411 = -1146763.525136
  nChanged 119
		SP:Iteration 20F (32649.570000 sec): 3 clusters
  Score: Raw -1149816.835339 + Penalty 3024.070411 = -1146792.764927
  nChanged 122
		SP:Iteration 21Q (32649.780000 sec): 3 clusters
  Score: Raw -1149842.835311 + Penalty 3024.070411 = -1146818.764900
  nChanged 116
		SP:Iteration 22Q (32650.000000 sec): 3 clusters
  Score: Raw -1149868.638319 + Penalty 3024.070411 = -1146844.567908
  nChanged 111
		SP:Iteration 23Q (32650.210000 sec): 3 clusters
  Score: Raw -1149892.062592 + Penalty 3024.070411 = -1146867.992180
  nChanged 114
		SP:Iteration 24Q (32650.470000 sec): 3 clusters
  Score: Raw -1149918.279584 + Penalty 3024.070411 = -1146894.209173
  nChanged 120
		SP:Iteration 25Q (32650.710000 sec): 3 clusters
  Score: Raw -1149948.349513 + Penalty 3024.070411 = -1146924.279102
  nChanged 127
		SP:Iteration 26Q (32650.920000 sec): 3 clusters
  Score: Raw -1149989.064168 + Penalty 3024.070411 = -1146964.993757
  nChanged 152
		SP:Iteration 27Q (32651.120000 sec): 3 clusters
  Score: Raw -1150036.883323 + Penalty 3024.070411 = -1147012.812912
  nChanged 190
		SP:Iteration 28Q (32651.360000 sec): 3 clusters
  Score: Raw -1150106.676435 + Penalty 3024.070411 = -1147082.606024
  nChanged 208
		SP:Iteration 29Q (32651.610000 sec): 3 clusters
  Score: Raw -1150180.229767 + Penalty 3024.070411 = -1147156.159355
  nChanged 193
		SP:Iteration 30Q (32651.820000 sec): 3 clusters
  Score: Raw -1150247.295891 + Penalty 3024.070411 = -1147223.225479
  nChanged 204
		SP:Iteration 31Q (32652.020000 sec): 3 clusters
  Score: Raw -1150321.709453 + Penalty 3024.070411 = -1147297.639042
  nChanged 216
		SP:Iteration 32Q (32652.240000 sec): 3 clusters
  Score: Raw -1150408.004536 + Penalty 3024.070411 = -1147383.934125
  nChanged 228
		SP:Iteration 33Q (32652.480000 sec): 3 clusters
  Score: Raw -1150514.956288 + Penalty 3024.070411 = -1147490.885877
  nChanged 228
		SP:Iteration 34Q (32652.700000 sec): 3 clusters
  Score: Raw -1150621.905882 + Penalty 3024.070411 = -1147597.835471
  nChanged 224
		SP:Iteration 35Q (32652.920000 sec): 3 clusters
  Score: Raw -1150753.392397 + Penalty 3024.070411 = -1147729.321985
  nChanged 233
		SP:Iteration 36Q (32653.180000 sec): 3 clusters
  Score: Raw -1150972.522409 + Penalty 3024.070411 = -1147948.451998
  nChanged 241
		SP:Iteration 37Q (32653.410000 sec): 3 clusters
  Score: Raw -1151336.939845 + Penalty 3024.070411 = -1148312.869433
  nChanged 170
		SP:Iteration 38Q (32653.640000 sec): 3 clusters
  Score: Raw -1151587.746307 + Penalty 3024.070411 = -1148563.675895
  nChanged 135
		SP:Iteration 39Q (32653.840000 sec): 3 clusters
  Score: Raw -1151658.632529 + Penalty 3024.070411 = -1148634.562117
  nChanged 81
		SP:Iteration 40F (32654.060000 sec): 3 clusters
  Score: Raw -1151686.023728 + Penalty 3024.070411 = -1148661.953316
  nChanged 44
		SP:Iteration 41Q (32654.240000 sec): 3 clusters
  Score: Raw -1151697.325606 + Penalty 3024.070411 = -1148673.255195
  nChanged 26
		SP:Iteration 42Q (32654.420000 sec): 3 clusters
  Score: Raw -1151705.585104 + Penalty 3024.070411 = -1148681.514692
  nChanged 26
		SP:Iteration 43Q (32654.620000 sec): 3 clusters
  Score: Raw -1151713.114731 + Penalty 3024.070411 = -1148689.044320
  nChanged 25
		SP:Iteration 44Q (32654.820000 sec): 3 clusters
  Score: Raw -1151720.750880 + Penalty 3024.070411 = -1148696.680469
  nChanged 21
		SP:Iteration 45Q (32655.090000 sec): 3 clusters
  Score: Raw -1151727.092212 + Penalty 3024.070411 = -1148703.021801
  nChanged 19
		SP:Iteration 46Q (32655.270000 sec): 3 clusters
  Score: Raw -1151731.760691 + Penalty 3024.070411 = -1148707.690280
  nChanged 12
		SP:Iteration 47Q (32655.480000 sec): 3 clusters
  Score: Raw -1151734.221108 + Penalty 3024.070411 = -1148710.150697
  nChanged 14
		SP:Iteration 48Q (32655.720000 sec): 3 clusters
  Score: Raw -1151736.787102 + Penalty 3024.070411 = -1148712.716691
  nChanged 12
		SP:Iteration 49Q (32655.890000 sec): 3 clusters
  Score: Raw -1151738.879027 + Penalty 3024.070411 = -1148714.808616
  nChanged 7
		SP:Iteration 50Q (32656.060000 sec): 3 clusters
  Score: Raw -1151739.654787 + Penalty 3024.070411 = -1148715.584376
  nChanged 2
		SP:Iteration 51Q (32656.300000 sec): 3 clusters
  Score: Raw -1151740.026595 + Penalty 3024.070411 = -1148715.956183
  nChanged 2
		SP:Iteration 52Q (32656.510000 sec): 3 clusters
  Score: Raw -1151740.313184 + Penalty 3024.070411 = -1148716.242772
  nChanged 3
		SP:Iteration 53Q (32656.700000 sec): 3 clusters
  Score: Raw -1151741.150332 + Penalty 3024.070411 = -1148717.079921
  nChanged 3
		SP:Iteration 54Q (32656.960000 sec): 3 clusters
  Score: Raw -1151741.478472 + Penalty 3024.070411 = -1148717.408060
  nChanged 2
		SP:Iteration 55Q (32657.160000 sec): 3 clusters
  Score: Raw -1151741.717069 + Penalty 3024.070411 = -1148717.646658
  nChanged 1
		SP:Iteration 56Q (32657.360000 sec): 3 clusters
  Score: Raw -1151741.862910 + Penalty 3024.070411 = -1148717.792499
  nChanged 0
		SP:Iteration 57F (32657.570000 sec): 3 clusters
  Score: Raw -1151741.862910 + Penalty 3024.070411 = -1148717.792499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32657.670000 sec): 2 clusters
  Score: Raw -952528.386038 + Penalty 1482.989433 = -951045.396605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32657.890000 sec): 3 clusters
  Score: Raw -947381.142941 + Penalty 2965.978866 = -944415.164074
  nChanged 3918
		SP:Iteration 1F (32658.120000 sec): 3 clusters
  Score: Raw -949639.526827 + Penalty 2965.978866 = -946673.547961
  nChanged 634
		SP:Iteration 2F (32658.290000 sec): 3 clusters
  Score: Raw -949994.657554 + Penalty 2965.978866 = -947028.678688
  nChanged 564
		SP:Iteration 3F (32658.480000 sec): 3 clusters
  Score: Raw -950309.209053 + Penalty 2965.978866 = -947343.230186
  nChanged 463
		SP:Iteration 4F (32658.700000 sec): 3 clusters
  Score: Raw -950555.991819 + Penalty 2965.978866 = -947590.012953
  nChanged 446
		SP:Iteration 5Q (32658.930000 sec): 3 clusters
  Score: Raw -950788.001611 + Penalty 2965.978866 = -947822.022745
  nChanged 414
		SP:Iteration 6Q (32659.130000 sec): 3 clusters
  Score: Raw -951009.657261 + Penalty 2965.978866 = -948043.678394
  nChanged 402
		SP:Iteration 7Q (32659.340000 sec): 3 clusters
  Score: Raw -951211.356807 + Penalty 2965.978866 = -948245.377940
  nChanged 380
		SP:Iteration 8Q (32659.590000 sec): 3 clusters
  Score: Raw -951418.141984 + Penalty 2965.978866 = -948452.163118
  nChanged 378
		SP:Iteration 9Q (32659.770000 sec): 3 clusters
  Score: Raw -951646.977514 + Penalty 2965.978866 = -948680.998647
  nChanged 360
		SP:Iteration 10Q (32659.990000 sec): 3 clusters
  Score: Raw -951863.154777 + Penalty 2965.978866 = -948897.175911
  nChanged 318
		SP:Iteration 11Q (32660.210000 sec): 3 clusters
  Score: Raw -952059.989368 + Penalty 2965.978866 = -949094.010502
  nChanged 256
		SP:Iteration 12Q (32660.410000 sec): 3 clusters
  Score: Raw -952209.864918 + Penalty 2965.978866 = -949243.886052
  nChanged 197
		SP:Iteration 13Q (32660.600000 sec): 3 clusters
  Score: Raw -952329.842493 + Penalty 2965.978866 = -949363.863627
  nChanged 198
		SP:Iteration 14Q (32660.750000 sec): 3 clusters
  Score: Raw -952466.158619 + Penalty 2965.978866 = -949500.179753
  nChanged 164
		SP:Iteration 15Q (32660.930000 sec): 3 clusters
  Score: Raw -952562.181734 + Penalty 2965.978866 = -949596.202868
  nChanged 122
		SP:Iteration 16Q (32661.100000 sec): 3 clusters
  Score: Raw -952636.219752 + Penalty 2965.978866 = -949670.240886
  nChanged 114
		SP:Iteration 17Q (32661.300000 sec): 3 clusters
  Score: Raw -952706.517091 + Penalty 2965.978866 = -949740.538225
  nChanged 94
		SP:Iteration 18Q (32661.460000 sec): 3 clusters
  Score: Raw -952760.389449 + Penalty 2965.978866 = -949794.410583
  nChanged 71
		SP:Iteration 19Q (32661.700000 sec): 3 clusters
  Score: Raw -952802.116016 + Penalty 2965.978866 = -949836.137150
  nChanged 57
		SP:Iteration 20F (32661.930000 sec): 3 clusters
  Score: Raw -952834.277714 + Penalty 2965.978866 = -949868.298848
  nChanged 42
		SP:Iteration 21Q (32662.100000 sec): 3 clusters
  Score: Raw -952855.220777 + Penalty 2965.978866 = -949889.241911
  nChanged 37
		SP:Iteration 22Q (32662.300000 sec): 3 clusters
  Score: Raw -952872.358650 + Penalty 2965.978866 = -949906.379783
  nChanged 40
		SP:Iteration 23Q (32662.530000 sec): 3 clusters
  Score: Raw -952894.023648 + Penalty 2965.978866 = -949928.044781
  nChanged 31
		SP:Iteration 24Q (32662.790000 sec): 3 clusters
  Score: Raw -952910.395558 + Penalty 2965.978866 = -949944.416691
  nChanged 35
		SP:Iteration 25Q (32662.990000 sec): 3 clusters
  Score: Raw -952927.849859 + Penalty 2965.978866 = -949961.870993
  nChanged 24
		SP:Iteration 26Q (32663.200000 sec): 3 clusters
  Score: Raw -952938.717415 + Penalty 2965.978866 = -949972.738548
  nChanged 11
		SP:Iteration 27Q (32663.420000 sec): 3 clusters
  Score: Raw -952943.735979 + Penalty 2965.978866 = -949977.757113
  nChanged 11
		SP:Iteration 28Q (32663.620000 sec): 3 clusters
  Score: Raw -952950.149354 + Penalty 2965.978866 = -949984.170488
  nChanged 9
		SP:Iteration 29Q (32663.850000 sec): 3 clusters
  Score: Raw -952953.957959 + Penalty 2965.978866 = -949987.979093
  nChanged 9
		SP:Iteration 30Q (32664.050000 sec): 3 clusters
  Score: Raw -952957.824454 + Penalty 2965.978866 = -949991.845588
  nChanged 14
		SP:Iteration 31Q (32664.220000 sec): 3 clusters
  Score: Raw -952967.112930 + Penalty 2965.978866 = -950001.134063
  nChanged 14
		SP:Iteration 32Q (32664.400000 sec): 3 clusters
  Score: Raw -952973.765252 + Penalty 2965.978866 = -950007.786385
  nChanged 11
		SP:Iteration 33Q (32664.580000 sec): 3 clusters
  Score: Raw -952978.474817 + Penalty 2965.978866 = -950012.495951
  nChanged 5
		SP:Iteration 34Q (32664.770000 sec): 3 clusters
  Score: Raw -952981.058313 + Penalty 2965.978866 = -950015.079446
  nChanged 4
		SP:Iteration 35Q (32664.980000 sec): 3 clusters
  Score: Raw -952984.652856 + Penalty 2965.978866 = -950018.673989
  nChanged 3
		SP:Iteration 36Q (32665.130000 sec): 3 clusters
  Score: Raw -952986.088324 + Penalty 2965.978866 = -950020.109458
  nChanged 3
		SP:Iteration 37Q (32665.310000 sec): 3 clusters
  Score: Raw -952987.988847 + Penalty 2965.978866 = -950022.009980
  nChanged 4
		SP:Iteration 38Q (32665.550000 sec): 3 clusters
  Score: Raw -952990.288402 + Penalty 2965.978866 = -950024.309535
  nChanged 4
		SP:Iteration 39Q (32665.750000 sec): 3 clusters
  Score: Raw -952991.640268 + Penalty 2965.978866 = -950025.661402
  nChanged 3
		SP:Iteration 40F (32665.950000 sec): 3 clusters
  Score: Raw -952992.750791 + Penalty 2965.978866 = -950026.771924
  nChanged 4
		SP:Iteration 41Q (32666.150000 sec): 3 clusters
  Score: Raw -952994.663094 + Penalty 2965.978866 = -950028.684228
  nChanged 5
		SP:Iteration 42Q (32666.360000 sec): 3 clusters
  Score: Raw -952997.235393 + Penalty 2965.978866 = -950031.256527
  nChanged 5
		SP:Iteration 43Q (32666.590000 sec): 3 clusters
  Score: Raw -953000.803044 + Penalty 2965.978866 = -950034.824178
  nChanged 7
		SP:Iteration 44Q (32666.780000 sec): 3 clusters
  Score: Raw -953004.987369 + Penalty 2965.978866 = -950039.008503
  nChanged 5
		SP:Iteration 45Q (32666.990000 sec): 3 clusters
  Score: Raw -953007.500835 + Penalty 2965.978866 = -950041.521969
  nChanged 2
		SP:Iteration 46Q (32667.200000 sec): 3 clusters
  Score: Raw -953008.014300 + Penalty 2965.978866 = -950042.035433
  nChanged 0
		SP:Iteration 47F (32667.420000 sec): 3 clusters
  Score: Raw -953008.014300 + Penalty 2965.978866 = -950042.035433
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32667.540000 sec): 2 clusters
  Score: Raw -817679.794534 + Penalty 1449.975301 = -816229.819233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32667.720000 sec): 3 clusters
  Score: Raw -813642.908760 + Penalty 2899.950602 = -810742.958157
  nChanged 3086
		SP:Iteration 1F (32667.890000 sec): 3 clusters
  Score: Raw -815244.612072 + Penalty 2899.950602 = -812344.661469
  nChanged 515
		SP:Iteration 2F (32668.120000 sec): 3 clusters
  Score: Raw -815547.062788 + Penalty 2899.950602 = -812647.112186
  nChanged 487
		SP:Iteration 3F (32668.310000 sec): 3 clusters
  Score: Raw -815870.966753 + Penalty 2899.950602 = -812971.016151
  nChanged 521
		SP:Iteration 4F (32668.560000 sec): 3 clusters
  Score: Raw -816262.319044 + Penalty 2899.950602 = -813362.368441
  nChanged 499
		SP:Iteration 5F (32668.740000 sec): 3 clusters
  Score: Raw -816638.263236 + Penalty 2899.950602 = -813738.312634
  nChanged 446
		SP:Iteration 6F (32668.940000 sec): 3 clusters
  Score: Raw -816962.361219 + Penalty 2899.950602 = -814062.410617
  nChanged 386
		SP:Iteration 7F (32669.110000 sec): 3 clusters
  Score: Raw -817221.125092 + Penalty 2899.950602 = -814321.174489
  nChanged 310
		SP:Iteration 8Q (32669.290000 sec): 3 clusters
  Score: Raw -817387.867112 + Penalty 2899.950602 = -814487.916509
  nChanged 231
		SP:Iteration 9Q (32669.460000 sec): 3 clusters
  Score: Raw -817490.537164 + Penalty 2899.950602 = -814590.586562
  nChanged 163
		SP:Iteration 10Q (32669.650000 sec): 3 clusters
  Score: Raw -817552.182093 + Penalty 2899.950602 = -814652.231491
  nChanged 109
		SP:Iteration 11Q (32669.780000 sec): 3 clusters
  Score: Raw -817583.459112 + Penalty 2899.950602 = -814683.508509
  nChanged 61
		SP:Iteration 12Q (32669.960000 sec): 3 clusters
  Score: Raw -817596.603230 + Penalty 2899.950602 = -814696.652627
  nChanged 53
		SP:Iteration 13Q (32670.120000 sec): 3 clusters
  Score: Raw -817606.386346 + Penalty 2899.950602 = -814706.435744
  nChanged 30
		SP:Iteration 14Q (32670.260000 sec): 3 clusters
  Score: Raw -817612.720567 + Penalty 2899.950602 = -814712.769964
  nChanged 35
		SP:Iteration 15Q (32670.430000 sec): 3 clusters
  Score: Raw -817619.838099 + Penalty 2899.950602 = -814719.887497
  nChanged 22
		SP:Iteration 16Q (32670.700000 sec): 3 clusters
  Score: Raw -817624.128293 + Penalty 2899.950602 = -814724.177690
  nChanged 17
		SP:Iteration 17Q (32670.890000 sec): 3 clusters
  Score: Raw -817628.059928 + Penalty 2899.950602 = -814728.109326
  nChanged 16
		SP:Iteration 18Q (32671.140000 sec): 3 clusters
  Score: Raw -817631.725143 + Penalty 2899.950602 = -814731.774540
  nChanged 13
		SP:Iteration 19Q (32671.350000 sec): 3 clusters
  Score: Raw -817634.672780 + Penalty 2899.950602 = -814734.722178
  nChanged 10
		SP:Iteration 20F (32671.550000 sec): 3 clusters
  Score: Raw -817636.691400 + Penalty 2899.950602 = -814736.740798
  nChanged 13
		SP:Iteration 21Q (32671.800000 sec): 3 clusters
  Score: Raw -817640.109932 + Penalty 2899.950602 = -814740.159329
  nChanged 18
		SP:Iteration 22Q (32672.000000 sec): 3 clusters
  Score: Raw -817643.718344 + Penalty 2899.950602 = -814743.767742
  nChanged 20
		SP:Iteration 23Q (32672.220000 sec): 3 clusters
  Score: Raw -817646.672648 + Penalty 2899.950602 = -814746.722046
  nChanged 11
		SP:Iteration 24Q (32672.410000 sec): 3 clusters
  Score: Raw -817648.689069 + Penalty 2899.950602 = -814748.738466
  nChanged 11
		SP:Iteration 25Q (32672.630000 sec): 3 clusters
  Score: Raw -817651.160332 + Penalty 2899.950602 = -814751.209730
  nChanged 16
		SP:Iteration 26Q (32672.790000 sec): 3 clusters
  Score: Raw -817655.281691 + Penalty 2899.950602 = -814755.331088
  nChanged 19
		SP:Iteration 27Q (32673.010000 sec): 3 clusters
  Score: Raw -817659.444032 + Penalty 2899.950602 = -814759.493429
  nChanged 15
		SP:Iteration 28Q (32673.210000 sec): 3 clusters
  Score: Raw -817661.881331 + Penalty 2899.950602 = -814761.930728
  nChanged 10
		SP:Iteration 29Q (32673.410000 sec): 3 clusters
  Score: Raw -817663.949800 + Penalty 2899.950602 = -814763.999198
  nChanged 12
		SP:Iteration 30Q (32673.620000 sec): 3 clusters
  Score: Raw -817665.988367 + Penalty 2899.950602 = -814766.037765
  nChanged 11
		SP:Iteration 31Q (32673.840000 sec): 3 clusters
  Score: Raw -817668.408915 + Penalty 2899.950602 = -814768.458313
  nChanged 11
		SP:Iteration 32Q (32674.020000 sec): 3 clusters
  Score: Raw -817671.159637 + Penalty 2899.950602 = -814771.209034
  nChanged 10
		SP:Iteration 33Q (32674.210000 sec): 3 clusters
  Score: Raw -817672.899874 + Penalty 2899.950602 = -814772.949272
  nChanged 9
		SP:Iteration 34Q (32674.360000 sec): 3 clusters
  Score: Raw -817674.399944 + Penalty 2899.950602 = -814774.449342
  nChanged 4
		SP:Iteration 35Q (32674.590000 sec): 3 clusters
  Score: Raw -817675.076470 + Penalty 2899.950602 = -814775.125868
  nChanged 5
		SP:Iteration 36Q (32674.810000 sec): 3 clusters
  Score: Raw -817676.353435 + Penalty 2899.950602 = -814776.402833
  nChanged 9
		SP:Iteration 37Q (32674.970000 sec): 3 clusters
  Score: Raw -817678.361474 + Penalty 2899.950602 = -814778.410872
  nChanged 10
		SP:Iteration 38Q (32675.210000 sec): 3 clusters
  Score: Raw -817680.996160 + Penalty 2899.950602 = -814781.045558
  nChanged 12
		SP:Iteration 39Q (32675.440000 sec): 3 clusters
  Score: Raw -817684.010952 + Penalty 2899.950602 = -814784.060350
  nChanged 9
		SP:Iteration 40F (32675.650000 sec): 3 clusters
  Score: Raw -817686.491619 + Penalty 2899.950602 = -814786.541017
  nChanged 14
		SP:Iteration 41Q (32675.850000 sec): 3 clusters
  Score: Raw -817690.020491 + Penalty 2899.950602 = -814790.069888
  nChanged 11
		SP:Iteration 42Q (32676.030000 sec): 3 clusters
  Score: Raw -817692.512495 + Penalty 2899.950602 = -814792.561893
  nChanged 12
		SP:Iteration 43Q (32676.240000 sec): 3 clusters
  Score: Raw -817695.105146 + Penalty 2899.950602 = -814795.154544
  nChanged 18
		SP:Iteration 44Q (32676.450000 sec): 3 clusters
  Score: Raw -817699.127780 + Penalty 2899.950602 = -814799.177177
  nChanged 22
		SP:Iteration 45Q (32676.650000 sec): 3 clusters
  Score: Raw -817704.661644 + Penalty 2899.950602 = -814804.711041
  nChanged 25
		SP:Iteration 46Q (32676.900000 sec): 3 clusters
  Score: Raw -817711.717412 + Penalty 2899.950602 = -814811.766809
  nChanged 25
		SP:Iteration 47Q (32677.080000 sec): 3 clusters
  Score: Raw -817718.950358 + Penalty 2899.950602 = -814818.999756
  nChanged 27
		SP:Iteration 48Q (32677.290000 sec): 3 clusters
  Score: Raw -817726.558798 + Penalty 2899.950602 = -814826.608196
  nChanged 25
		SP:Iteration 49Q (32677.490000 sec): 3 clusters
  Score: Raw -817736.662724 + Penalty 2899.950602 = -814836.712122
  nChanged 40
		SP:Iteration 50Q (32677.700000 sec): 3 clusters
  Score: Raw -817753.850593 + Penalty 2899.950602 = -814853.899991
  nChanged 49
		SP:Iteration 51Q (32677.900000 sec): 3 clusters
  Score: Raw -817775.766729 + Penalty 2899.950602 = -814875.816126
  nChanged 56
		SP:Iteration 52Q (32678.070000 sec): 3 clusters
  Score: Raw -817806.156669 + Penalty 2899.950602 = -814906.206066
  nChanged 62
		SP:Iteration 53Q (32678.260000 sec): 3 clusters
  Score: Raw -817838.804334 + Penalty 2899.950602 = -814938.853731
  nChanged 61
		SP:Iteration 54Q (32678.440000 sec): 3 clusters
  Score: Raw -817868.403885 + Penalty 2899.950602 = -814968.453283
  nChanged 60
		SP:Iteration 55Q (32678.690000 sec): 3 clusters
  Score: Raw -817898.550187 + Penalty 2899.950602 = -814998.599585
  nChanged 55
		SP:Iteration 56Q (32678.860000 sec): 3 clusters
  Score: Raw -817930.861339 + Penalty 2899.950602 = -815030.910737
  nChanged 55
		SP:Iteration 57Q (32679.050000 sec): 3 clusters
  Score: Raw -817962.752316 + Penalty 2899.950602 = -815062.801714
  nChanged 50
		SP:Iteration 58Q (32679.280000 sec): 3 clusters
  Score: Raw -817990.461842 + Penalty 2899.950602 = -815090.511239
  nChanged 44
		SP:Iteration 59Q (32679.440000 sec): 3 clusters
  Score: Raw -818012.292569 + Penalty 2899.950602 = -815112.341967
  nChanged 33
		SP:Iteration 60F (32679.670000 sec): 3 clusters
  Score: Raw -818025.749292 + Penalty 2899.950602 = -815125.798690
  nChanged 22
		SP:Iteration 61Q (32679.840000 sec): 3 clusters
  Score: Raw -818036.500679 + Penalty 2899.950602 = -815136.550077
  nChanged 19
		SP:Iteration 62Q (32680.060000 sec): 3 clusters
  Score: Raw -818044.912950 + Penalty 2899.950602 = -815144.962347
  nChanged 19
		SP:Iteration 63Q (32680.250000 sec): 3 clusters
  Score: Raw -818052.630806 + Penalty 2899.950602 = -815152.680204
  nChanged 17
		SP:Iteration 64Q (32680.500000 sec): 3 clusters
  Score: Raw -818059.001663 + Penalty 2899.950602 = -815159.051061
  nChanged 13
		SP:Iteration 65Q (32680.720000 sec): 3 clusters
  Score: Raw -818064.067276 + Penalty 2899.950602 = -815164.116674
  nChanged 10
		SP:Iteration 66Q (32680.880000 sec): 3 clusters
  Score: Raw -818067.189443 + Penalty 2899.950602 = -815167.238840
  nChanged 11
		SP:Iteration 67Q (32681.120000 sec): 3 clusters
  Score: Raw -818071.165500 + Penalty 2899.950602 = -815171.214897
  nChanged 12
		SP:Iteration 68Q (32681.320000 sec): 3 clusters
  Score: Raw -818075.145840 + Penalty 2899.950602 = -815175.195237
  nChanged 10
		SP:Iteration 69Q (32681.490000 sec): 3 clusters
  Score: Raw -818078.906762 + Penalty 2899.950602 = -815178.956159
  nChanged 10
		SP:Iteration 70Q (32681.700000 sec): 3 clusters
  Score: Raw -818081.280783 + Penalty 2899.950602 = -815181.330180
  nChanged 4
		SP:Iteration 71Q (32681.900000 sec): 3 clusters
  Score: Raw -818082.154863 + Penalty 2899.950602 = -815182.204261
  nChanged 6
		SP:Iteration 72Q (32682.130000 sec): 3 clusters
  Score: Raw -818083.783726 + Penalty 2899.950602 = -815183.833123
  nChanged 4
		SP:Iteration 73Q (32682.320000 sec): 3 clusters
  Score: Raw -818085.010831 + Penalty 2899.950602 = -815185.060228
  nChanged 1
		SP:Iteration 74Q (32682.540000 sec): 3 clusters
  Score: Raw -818085.687414 + Penalty 2899.950602 = -815185.736811
  nChanged 5
		SP:Iteration 75Q (32682.740000 sec): 3 clusters
  Score: Raw -818086.854792 + Penalty 2899.950602 = -815186.904190
  nChanged 4
		SP:Iteration 76Q (32682.940000 sec): 3 clusters
  Score: Raw -818087.748490 + Penalty 2899.950602 = -815187.797887
  nChanged 4
		SP:Iteration 77Q (32683.090000 sec): 3 clusters
  Score: Raw -818088.770054 + Penalty 2899.950602 = -815188.819451
  nChanged 3
		SP:Iteration 78Q (32683.270000 sec): 3 clusters
  Score: Raw -818089.601342 + Penalty 2899.950602 = -815189.650740
  nChanged 2
		SP:Iteration 79Q (32683.450000 sec): 3 clusters
  Score: Raw -818090.160814 + Penalty 2899.950602 = -815190.210212
  nChanged 2
		SP:Iteration 80F (32683.670000 sec): 3 clusters
  Score: Raw -818090.381461 + Penalty 2899.950602 = -815190.430858
  nChanged 3
		SP:Iteration 81Q (32683.890000 sec): 3 clusters
  Score: Raw -818091.224871 + Penalty 2899.950602 = -815191.274268
  nChanged 2
		SP:Iteration 82Q (32684.060000 sec): 3 clusters
  Score: Raw -818091.578788 + Penalty 2899.950602 = -815191.628185
  nChanged 0
		SP:Iteration 83F (32684.320000 sec): 3 clusters
  Score: Raw -818091.578788 + Penalty 2899.950602 = -815191.628185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32684.400000 sec): 2 clusters
  Score: Raw -351486.991571 + Penalty 1311.115481 = -350175.876090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32684.630000 sec): 3 clusters
  Score: Raw -349977.890710 + Penalty 2622.230962 = -347355.659749
  nChanged 1235
		SP:Iteration 1F (32684.810000 sec): 3 clusters
  Score: Raw -350740.140997 + Penalty 2622.230962 = -348117.910036
  nChanged 248
		SP:Iteration 2F (32685.000000 sec): 3 clusters
  Score: Raw -350912.775097 + Penalty 2622.230962 = -348290.544135
  nChanged 194
		SP:Iteration 3F (32685.170000 sec): 3 clusters
  Score: Raw -351069.085218 + Penalty 2622.230962 = -348446.854256
  nChanged 161
		SP:Iteration 4F (32685.370000 sec): 3 clusters
  Score: Raw -351197.120518 + Penalty 2622.230962 = -348574.889556
  nChanged 149
		SP:Iteration 5Q (32685.530000 sec): 3 clusters
  Score: Raw -351303.076691 + Penalty 2622.230962 = -348680.845730
  nChanged 141
		SP:Iteration 6Q (32685.690000 sec): 3 clusters
  Score: Raw -351401.788454 + Penalty 2622.230962 = -348779.557493
  nChanged 117
		SP:Iteration 7Q (32685.870000 sec): 3 clusters
  Score: Raw -351486.539592 + Penalty 2622.230962 = -348864.308631
  nChanged 97
		SP:Iteration 8Q (32685.990000 sec): 3 clusters
  Score: Raw -351564.264854 + Penalty 2622.230962 = -348942.033892
  nChanged 78
		SP:Iteration 9Q (32686.200000 sec): 3 clusters
  Score: Raw -351619.635793 + Penalty 2622.230962 = -348997.404832
  nChanged 64
		SP:Iteration 10Q (32686.380000 sec): 3 clusters
  Score: Raw -351674.605785 + Penalty 2622.230962 = -349052.374824
  nChanged 67
		SP:Iteration 11Q (32686.560000 sec): 3 clusters
  Score: Raw -351724.033408 + Penalty 2622.230962 = -349101.802446
  nChanged 48
		SP:Iteration 12Q (32686.750000 sec): 3 clusters
  Score: Raw -351754.213739 + Penalty 2622.230962 = -349131.982778
  nChanged 37
		SP:Iteration 13Q (32686.990000 sec): 3 clusters
  Score: Raw -351784.642964 + Penalty 2622.230962 = -349162.412002
  nChanged 41
		SP:Iteration 14Q (32687.150000 sec): 3 clusters
  Score: Raw -351807.784678 + Penalty 2622.230962 = -349185.553717
  nChanged 25
		SP:Iteration 15Q (32687.350000 sec): 3 clusters
  Score: Raw -351821.493483 + Penalty 2622.230962 = -349199.262521
  nChanged 17
		SP:Iteration 16Q (32687.510000 sec): 3 clusters
  Score: Raw -351830.899994 + Penalty 2622.230962 = -349208.669033
  nChanged 14
		SP:Iteration 17Q (32687.680000 sec): 3 clusters
  Score: Raw -351840.711778 + Penalty 2622.230962 = -349218.480816
  nChanged 10
		SP:Iteration 18Q (32687.890000 sec): 3 clusters
  Score: Raw -351847.835707 + Penalty 2622.230962 = -349225.604745
  nChanged 10
		SP:Iteration 19Q (32688.080000 sec): 3 clusters
  Score: Raw -351853.224131 + Penalty 2622.230962 = -349230.993170
  nChanged 11
		SP:Iteration 20F (32688.250000 sec): 3 clusters
  Score: Raw -351858.026596 + Penalty 2622.230962 = -349235.795634
  nChanged 7
		SP:Iteration 21Q (32688.410000 sec): 3 clusters
  Score: Raw -351861.038099 + Penalty 2622.230962 = -349238.807137
  nChanged 7
		SP:Iteration 22Q (32688.570000 sec): 3 clusters
  Score: Raw -351863.291480 + Penalty 2622.230962 = -349241.060519
  nChanged 4
		SP:Iteration 23Q (32688.710000 sec): 3 clusters
  Score: Raw -351864.813180 + Penalty 2622.230962 = -349242.582218
  nChanged 3
		SP:Iteration 24Q (32688.900000 sec): 3 clusters
  Score: Raw -351865.955226 + Penalty 2622.230962 = -349243.724265
  nChanged 3
		SP:Iteration 25Q (32689.080000 sec): 3 clusters
  Score: Raw -351867.959944 + Penalty 2622.230962 = -349245.728983
  nChanged 4
		SP:Iteration 26Q (32689.220000 sec): 3 clusters
  Score: Raw -351869.544179 + Penalty 2622.230962 = -349247.313218
  nChanged 0
		SP:Iteration 27F (32689.410000 sec): 3 clusters
  Score: Raw -351869.544179 + Penalty 2622.230962 = -349247.313218
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32689.500000 sec): 2 clusters
  Score: Raw -13404.158130 + Penalty 835.520328 = -12568.637802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32689.690000 sec): 3 clusters
  Score: Raw -13609.192414 + Penalty 1671.040656 = -11938.151758
  nChanged 30
		SP:Iteration 1F (32689.880000 sec): 3 clusters
  Score: Raw -13717.123595 + Penalty 1671.040656 = -12046.082939
  nChanged 9
		SP:Iteration 2F (32690.070000 sec): 3 clusters
  Score: Raw -13746.884660 + Penalty 1671.040656 = -12075.844004
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32690.180000 sec): 2 clusters
  Score: Raw -769650.625754 + Penalty 1439.531108 = -768211.094646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32690.380000 sec): 3 clusters
  Score: Raw -765819.895004 + Penalty 2879.062215 = -762940.832789
  nChanged 2944
		SP:Iteration 1F (32690.620000 sec): 3 clusters
  Score: Raw -767389.360376 + Penalty 2879.062215 = -764510.298161
  nChanged 502
		SP:Iteration 2F (32690.780000 sec): 3 clusters
  Score: Raw -767691.004516 + Penalty 2879.062215 = -764811.942301
  nChanged 468
		SP:Iteration 3F (32691.000000 sec): 3 clusters
  Score: Raw -767995.072223 + Penalty 2879.062215 = -765116.010008
  nChanged 449
		SP:Iteration 4F (32691.200000 sec): 3 clusters
  Score: Raw -768333.554978 + Penalty 2879.062215 = -765454.492763
  nChanged 463
		SP:Iteration 5F (32691.380000 sec): 3 clusters
  Score: Raw -768742.594555 + Penalty 2879.062215 = -765863.532339
  nChanged 482
		SP:Iteration 6F (32691.580000 sec): 3 clusters
  Score: Raw -769180.209089 + Penalty 2879.062215 = -766301.146873
  nChanged 423
		SP:Iteration 7F (32691.780000 sec): 3 clusters
  Score: Raw -769586.996417 + Penalty 2879.062215 = -766707.934202
  nChanged 349
		SP:Iteration 8Q (32691.990000 sec): 3 clusters
  Score: Raw -769914.766605 + Penalty 2879.062215 = -767035.704390
  nChanged 256
		SP:Iteration 9Q (32692.140000 sec): 3 clusters
  Score: Raw -770132.261192 + Penalty 2879.062215 = -767253.198977
  nChanged 162
		SP:Iteration 10Q (32692.320000 sec): 3 clusters
  Score: Raw -770240.557056 + Penalty 2879.062215 = -767361.494841
  nChanged 108
		SP:Iteration 11Q (32692.520000 sec): 3 clusters
  Score: Raw -770300.490363 + Penalty 2879.062215 = -767421.428148
  nChanged 70
		SP:Iteration 12Q (32692.690000 sec): 3 clusters
  Score: Raw -770330.770514 + Penalty 2879.062215 = -767451.708299
  nChanged 55
		SP:Iteration 13Q (32692.930000 sec): 3 clusters
  Score: Raw -770353.099386 + Penalty 2879.062215 = -767474.037171
  nChanged 35
		SP:Iteration 14Q (32693.150000 sec): 3 clusters
  Score: Raw -770366.791361 + Penalty 2879.062215 = -767487.729146
  nChanged 39
		SP:Iteration 15Q (32693.340000 sec): 3 clusters
  Score: Raw -770379.829138 + Penalty 2879.062215 = -767500.766923
  nChanged 20
		SP:Iteration 16Q (32693.540000 sec): 3 clusters
  Score: Raw -770385.636414 + Penalty 2879.062215 = -767506.574199
  nChanged 19
		SP:Iteration 17Q (32693.740000 sec): 3 clusters
  Score: Raw -770391.534427 + Penalty 2879.062215 = -767512.472212
  nChanged 19
		SP:Iteration 18Q (32693.940000 sec): 3 clusters
  Score: Raw -770397.130524 + Penalty 2879.062215 = -767518.068309
  nChanged 18
		SP:Iteration 19Q (32694.150000 sec): 3 clusters
  Score: Raw -770401.831030 + Penalty 2879.062215 = -767522.768815
  nChanged 13
		SP:Iteration 20F (32694.350000 sec): 3 clusters
  Score: Raw -770404.314042 + Penalty 2879.062215 = -767525.251826
  nChanged 8
		SP:Iteration 21Q (32694.520000 sec): 3 clusters
  Score: Raw -770406.145757 + Penalty 2879.062215 = -767527.083542
  nChanged 10
		SP:Iteration 22Q (32694.710000 sec): 3 clusters
  Score: Raw -770408.013541 + Penalty 2879.062215 = -767528.951326
  nChanged 9
		SP:Iteration 23Q (32694.950000 sec): 3 clusters
  Score: Raw -770410.196354 + Penalty 2879.062215 = -767531.134139
  nChanged 5
		SP:Iteration 24Q (32695.180000 sec): 3 clusters
  Score: Raw -770411.065687 + Penalty 2879.062215 = -767532.003471
  nChanged 4
		SP:Iteration 25Q (32695.390000 sec): 3 clusters
  Score: Raw -770411.836240 + Penalty 2879.062215 = -767532.774025
  nChanged 4
		SP:Iteration 26Q (32695.600000 sec): 3 clusters
  Score: Raw -770412.276993 + Penalty 2879.062215 = -767533.214778
  nChanged 0
		SP:Iteration 27F (32695.720000 sec): 3 clusters
  Score: Raw -770412.276993 + Penalty 2879.062215 = -767533.214778
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32695.810000 sec): 2 clusters
  Score: Raw -23874.270797 + Penalty 891.279502 = -22982.991296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32695.960000 sec): 3 clusters
  Score: Raw -23981.139967 + Penalty 1782.559003 = -22198.580963
  nChanged 37
		SP:Iteration 1F (32696.120000 sec): 3 clusters
  Score: Raw -24057.725726 + Penalty 1782.559003 = -22275.166722
  nChanged 8
		SP:Iteration 2Q (32696.220000 sec): 3 clusters
  Score: Raw -24076.565368 + Penalty 1782.559003 = -22294.006365
  nChanged 2
		SP:Iteration 3Q (32696.370000 sec): 3 clusters
  Score: Raw -24090.364640 + Penalty 1782.559003 = -22307.805637
  nChanged 1
		SP:Iteration 4Q (32696.520000 sec): 3 clusters
  Score: Raw -24093.170603 + Penalty 1782.559003 = -22310.611599
  nChanged 3
		SP:Iteration 5Q (32696.660000 sec): 3 clusters
  Score: Raw -24101.804584 + Penalty 1782.559003 = -22319.245580
  nChanged 2
		SP:Iteration 6Q (32696.800000 sec): 3 clusters
  Score: Raw -24106.840658 + Penalty 1782.559003 = -22324.281655
  nChanged 1
		SP:Iteration 7Q (32696.950000 sec): 3 clusters
  Score: Raw -24112.839854 + Penalty 1782.559003 = -22330.280850
  nChanged 0
		SP:Iteration 8F (32697.100000 sec): 3 clusters
  Score: Raw -24112.839854 + Penalty 1782.559003 = -22330.280850
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32697.550000 sec): 2 clusters
  Score: Raw -4919112.533450 + Penalty 1740.256572 = -4917372.276878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32697.930000 sec): 3 clusters
  Score: Raw -4890861.964671 + Penalty 3480.513145 = -4887381.451526
  nChanged 20927
		SP:Iteration 1F (32698.370000 sec): 3 clusters
  Score: Raw -4903244.282760 + Penalty 3480.513145 = -4899763.769616
  nChanged 2189
		SP:Iteration 2Q (32698.890000 sec): 3 clusters
  Score: Raw -4904117.349052 + Penalty 3480.513145 = -4900636.835908
  nChanged 2379
		SP:Iteration 3F (32699.360000 sec): 3 clusters
  Score: Raw -4905249.283479 + Penalty 3480.513145 = -4901768.770335
  nChanged 2699
		SP:Iteration 4F (32699.780000 sec): 3 clusters
  Score: Raw -4906802.935488 + Penalty 3480.513145 = -4903322.422343
  nChanged 2904
		SP:Iteration 5F (32700.210000 sec): 3 clusters
  Score: Raw -4908840.022480 + Penalty 3480.513145 = -4905359.509335
  nChanged 2991
		SP:Iteration 6F (32700.610000 sec): 3 clusters
  Score: Raw -4911284.721618 + Penalty 3480.513145 = -4907804.208473
  nChanged 2654
		SP:Iteration 7F (32701.020000 sec): 3 clusters
  Score: Raw -4913615.981485 + Penalty 3480.513145 = -4910135.468340
  nChanged 2146
		SP:Iteration 8Q (32701.400000 sec): 3 clusters
  Score: Raw -4915608.618105 + Penalty 3480.513145 = -4912128.104961
  nChanged 1547
		SP:Iteration 9Q (32701.770000 sec): 3 clusters
  Score: Raw -4916982.377307 + Penalty 3480.513145 = -4913501.864162
  nChanged 1019
		SP:Iteration 10Q (32702.170000 sec): 3 clusters
  Score: Raw -4917791.188849 + Penalty 3480.513145 = -4914310.675704
  nChanged 744
		SP:Iteration 11Q (32702.610000 sec): 3 clusters
  Score: Raw -4918330.234747 + Penalty 3480.513145 = -4914849.721602
  nChanged 582
		SP:Iteration 12Q (32703.070000 sec): 3 clusters
  Score: Raw -4918751.734232 + Penalty 3480.513145 = -4915271.221087
  nChanged 428
		SP:Iteration 13Q (32703.500000 sec): 3 clusters
  Score: Raw -4919054.423998 + Penalty 3480.513145 = -4915573.910853
  nChanged 306
		SP:Iteration 14Q (32703.910000 sec): 3 clusters
  Score: Raw -4919268.882609 + Penalty 3480.513145 = -4915788.369464
  nChanged 226
		SP:Iteration 15Q (32704.370000 sec): 3 clusters
  Score: Raw -4919428.233504 + Penalty 3480.513145 = -4915947.720359
  nChanged 170
		SP:Iteration 16Q (32704.800000 sec): 3 clusters
  Score: Raw -4919551.224148 + Penalty 3480.513145 = -4916070.711003
  nChanged 131
		SP:Iteration 17Q (32705.170000 sec): 3 clusters
  Score: Raw -4919632.545822 + Penalty 3480.513145 = -4916152.032677
  nChanged 109
		SP:Iteration 18Q (32705.560000 sec): 3 clusters
  Score: Raw -4919691.842846 + Penalty 3480.513145 = -4916211.329701
  nChanged 82
		SP:Iteration 19Q (32705.910000 sec): 3 clusters
  Score: Raw -4919732.751465 + Penalty 3480.513145 = -4916252.238320
  nChanged 57
		SP:Iteration 20F (32706.250000 sec): 3 clusters
  Score: Raw -4919762.339880 + Penalty 3480.513145 = -4916281.826736
  nChanged 47
		SP:Iteration 21Q (32706.640000 sec): 3 clusters
  Score: Raw -4919782.668813 + Penalty 3480.513145 = -4916302.155668
  nChanged 33
		SP:Iteration 22Q (32706.960000 sec): 3 clusters
  Score: Raw -4919795.257810 + Penalty 3480.513145 = -4916314.744665
  nChanged 23
		SP:Iteration 23Q (32707.340000 sec): 3 clusters
  Score: Raw -4919803.202913 + Penalty 3480.513145 = -4916322.689769
  nChanged 18
		SP:Iteration 24Q (32707.650000 sec): 3 clusters
  Score: Raw -4919809.439440 + Penalty 3480.513145 = -4916328.926296
  nChanged 14
		SP:Iteration 25Q (32708.000000 sec): 3 clusters
  Score: Raw -4919814.416668 + Penalty 3480.513145 = -4916333.903523
  nChanged 12
		SP:Iteration 26Q (32708.370000 sec): 3 clusters
  Score: Raw -4919816.943072 + Penalty 3480.513145 = -4916336.429927
  nChanged 7
		SP:Iteration 27Q (32708.740000 sec): 3 clusters
  Score: Raw -4919818.580323 + Penalty 3480.513145 = -4916338.067178
  nChanged 6
		SP:Iteration 28Q (32709.100000 sec): 3 clusters
  Score: Raw -4919820.290859 + Penalty 3480.513145 = -4916339.777714
  nChanged 3
		SP:Iteration 29Q (32709.460000 sec): 3 clusters
  Score: Raw -4919820.898450 + Penalty 3480.513145 = -4916340.385305
  nChanged 1
		SP:Iteration 30Q (32709.840000 sec): 3 clusters
  Score: Raw -4919821.059047 + Penalty 3480.513145 = -4916340.545902
  nChanged 1
		SP:Iteration 31Q (32710.210000 sec): 3 clusters
  Score: Raw -4919821.279929 + Penalty 3480.513145 = -4916340.766785
  nChanged 0
		SP:Iteration 32F (32710.580000 sec): 3 clusters
  Score: Raw -4919821.279929 + Penalty 3480.513145 = -4916340.766785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32710.760000 sec): 2 clusters
  Score: Raw -822214.510142 + Penalty 1448.735916 = -820765.774226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32710.940000 sec): 3 clusters
  Score: Raw -818144.804084 + Penalty 2897.471832 = -815247.332251
  nChanged 3160
		SP:Iteration 1F (32711.150000 sec): 3 clusters
  Score: Raw -819987.613013 + Penalty 2897.471832 = -817090.141181
  nChanged 545
		SP:Iteration 2F (32711.390000 sec): 3 clusters
  Score: Raw -820299.108154 + Penalty 2897.471832 = -817401.636322
  nChanged 483
		SP:Iteration 3F (32711.620000 sec): 3 clusters
  Score: Raw -820614.007683 + Penalty 2897.471832 = -817716.535851
  nChanged 472
		SP:Iteration 4F (32711.800000 sec): 3 clusters
  Score: Raw -820948.976185 + Penalty 2897.471832 = -818051.504353
  nChanged 471
		SP:Iteration 5F (32711.980000 sec): 3 clusters
  Score: Raw -821299.876086 + Penalty 2897.471832 = -818402.404254
  nChanged 405
		SP:Iteration 6F (32712.210000 sec): 3 clusters
  Score: Raw -821579.638279 + Penalty 2897.471832 = -818682.166447
  nChanged 327
		SP:Iteration 7Q (32712.470000 sec): 3 clusters
  Score: Raw -821800.349468 + Penalty 2897.471832 = -818902.877636
  nChanged 240
		SP:Iteration 8Q (32712.670000 sec): 3 clusters
  Score: Raw -821935.429697 + Penalty 2897.471832 = -819037.957865
  nChanged 160
		SP:Iteration 9Q (32712.900000 sec): 3 clusters
  Score: Raw -822025.230873 + Penalty 2897.471832 = -819127.759041
  nChanged 123
		SP:Iteration 10Q (32713.040000 sec): 3 clusters
  Score: Raw -822091.262571 + Penalty 2897.471832 = -819193.790739
  nChanged 120
		SP:Iteration 11Q (32713.190000 sec): 3 clusters
  Score: Raw -822159.872472 + Penalty 2897.471832 = -819262.400640
  nChanged 84
		SP:Iteration 12Q (32713.390000 sec): 3 clusters
  Score: Raw -822206.646375 + Penalty 2897.471832 = -819309.174543
  nChanged 69
		SP:Iteration 13Q (32713.500000 sec): 3 clusters
  Score: Raw -822246.695645 + Penalty 2897.471832 = -819349.223813
  nChanged 60
		SP:Iteration 14Q (32713.670000 sec): 3 clusters
  Score: Raw -822281.889101 + Penalty 2897.471832 = -819384.417268
  nChanged 46
		SP:Iteration 15Q (32713.870000 sec): 3 clusters
  Score: Raw -822309.862655 + Penalty 2897.471832 = -819412.390822
  nChanged 40
		SP:Iteration 16Q (32714.100000 sec): 3 clusters
  Score: Raw -822334.237543 + Penalty 2897.471832 = -819436.765711
  nChanged 42
		SP:Iteration 17Q (32714.310000 sec): 3 clusters
  Score: Raw -822358.787897 + Penalty 2897.471832 = -819461.316065
  nChanged 31
		SP:Iteration 18Q (32714.530000 sec): 3 clusters
  Score: Raw -822375.076906 + Penalty 2897.471832 = -819477.605074
  nChanged 30
		SP:Iteration 19Q (32714.750000 sec): 3 clusters
  Score: Raw -822391.088739 + Penalty 2897.471832 = -819493.616906
  nChanged 21
		SP:Iteration 20F (32714.930000 sec): 3 clusters
  Score: Raw -822401.721801 + Penalty 2897.471832 = -819504.249968
  nChanged 8
		SP:Iteration 21Q (32715.110000 sec): 3 clusters
  Score: Raw -822407.331151 + Penalty 2897.471832 = -819509.859318
  nChanged 7
		SP:Iteration 22Q (32715.340000 sec): 3 clusters
  Score: Raw -822410.386522 + Penalty 2897.471832 = -819512.914690
  nChanged 5
		SP:Iteration 23Q (32715.550000 sec): 3 clusters
  Score: Raw -822412.571347 + Penalty 2897.471832 = -819515.099515
  nChanged 7
		SP:Iteration 24Q (32715.760000 sec): 3 clusters
  Score: Raw -822414.992363 + Penalty 2897.471832 = -819517.520531
  nChanged 8
		SP:Iteration 25Q (32715.920000 sec): 3 clusters
  Score: Raw -822419.288543 + Penalty 2897.471832 = -819521.816711
  nChanged 10
		SP:Iteration 26Q (32716.100000 sec): 3 clusters
  Score: Raw -822424.924306 + Penalty 2897.471832 = -819527.452474
  nChanged 7
		SP:Iteration 27Q (32716.300000 sec): 3 clusters
  Score: Raw -822427.739007 + Penalty 2897.471832 = -819530.267174
  nChanged 3
		SP:Iteration 28Q (32716.520000 sec): 3 clusters
  Score: Raw -822428.803444 + Penalty 2897.471832 = -819531.331612
  nChanged 2
		SP:Iteration 29Q (32716.730000 sec): 3 clusters
  Score: Raw -822429.809211 + Penalty 2897.471832 = -819532.337379
  nChanged 2
		SP:Iteration 30Q (32716.950000 sec): 3 clusters
  Score: Raw -822430.846006 + Penalty 2897.471832 = -819533.374174
  nChanged 2
		SP:Iteration 31Q (32717.140000 sec): 3 clusters
  Score: Raw -822431.445054 + Penalty 2897.471832 = -819533.973222
  nChanged 1
		SP:Iteration 32Q (32717.330000 sec): 3 clusters
  Score: Raw -822432.494853 + Penalty 2897.471832 = -819535.023021
  nChanged 2
		SP:Iteration 33Q (32717.530000 sec): 3 clusters
  Score: Raw -822433.401391 + Penalty 2897.471832 = -819535.929559
  nChanged 2
		SP:Iteration 34Q (32717.720000 sec): 3 clusters
  Score: Raw -822434.364117 + Penalty 2897.471832 = -819536.892285
  nChanged 2
		SP:Iteration 35Q (32717.920000 sec): 3 clusters
  Score: Raw -822435.579607 + Penalty 2897.471832 = -819538.107775
  nChanged 2
		SP:Iteration 36Q (32718.100000 sec): 3 clusters
  Score: Raw -822436.112807 + Penalty 2897.471832 = -819538.640975
  nChanged 2
		SP:Iteration 37Q (32718.340000 sec): 3 clusters
  Score: Raw -822436.738169 + Penalty 2897.471832 = -819539.266337
  nChanged 4
		SP:Iteration 38Q (32718.500000 sec): 3 clusters
  Score: Raw -822437.781893 + Penalty 2897.471832 = -819540.310061
  nChanged 1
		SP:Iteration 39Q (32718.690000 sec): 3 clusters
  Score: Raw -822438.438266 + Penalty 2897.471832 = -819540.966434
  nChanged 2
		SP:Iteration 40F (32718.850000 sec): 3 clusters
  Score: Raw -822438.949442 + Penalty 2897.471832 = -819541.477610
  nChanged 1
		SP:Iteration 41Q (32719.060000 sec): 3 clusters
  Score: Raw -822439.771802 + Penalty 2897.471832 = -819542.299970
  nChanged 5
		SP:Iteration 42Q (32719.300000 sec): 3 clusters
  Score: Raw -822441.770992 + Penalty 2897.471832 = -819544.299160
  nChanged 3
		SP:Iteration 43Q (32719.460000 sec): 3 clusters
  Score: Raw -822442.688404 + Penalty 2897.471832 = -819545.216572
  nChanged 1
		SP:Iteration 44Q (32719.620000 sec): 3 clusters
  Score: Raw -822443.101964 + Penalty 2897.471832 = -819545.630132
  nChanged 1
		SP:Iteration 45Q (32719.790000 sec): 3 clusters
  Score: Raw -822443.306577 + Penalty 2897.471832 = -819545.834745
  nChanged 1
		SP:Iteration 46Q (32719.980000 sec): 3 clusters
  Score: Raw -822444.070008 + Penalty 2897.471832 = -819546.598176
  nChanged 0
		SP:Iteration 47F (32720.190000 sec): 3 clusters
  Score: Raw -822444.070008 + Penalty 2897.471832 = -819546.598176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32720.280000 sec): 2 clusters
  Score: Raw -921987.480090 + Penalty 1463.038883 = -920524.441207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32720.510000 sec): 3 clusters
  Score: Raw -917455.602001 + Penalty 2926.077766 = -914529.524235
  nChanged 3452
		SP:Iteration 1F (32720.700000 sec): 3 clusters
  Score: Raw -919168.514022 + Penalty 2926.077766 = -916242.436256
  nChanged 472
		SP:Iteration 2F (32720.900000 sec): 3 clusters
  Score: Raw -919369.287947 + Penalty 2926.077766 = -916443.210181
  nChanged 418
		SP:Iteration 3F (32721.110000 sec): 3 clusters
  Score: Raw -919550.556702 + Penalty 2926.077766 = -916624.478936
  nChanged 368
		SP:Iteration 4Q (32721.310000 sec): 3 clusters
  Score: Raw -919710.462318 + Penalty 2926.077766 = -916784.384552
  nChanged 363
		SP:Iteration 5Q (32721.550000 sec): 3 clusters
  Score: Raw -919862.672944 + Penalty 2926.077766 = -916936.595179
  nChanged 336
		SP:Iteration 6Q (32721.750000 sec): 3 clusters
  Score: Raw -920006.397020 + Penalty 2926.077766 = -917080.319254
  nChanged 315
		SP:Iteration 7Q (32721.940000 sec): 3 clusters
  Score: Raw -920160.067197 + Penalty 2926.077766 = -917233.989431
  nChanged 298
		SP:Iteration 8Q (32722.140000 sec): 3 clusters
  Score: Raw -920296.887788 + Penalty 2926.077766 = -917370.810022
  nChanged 286
		SP:Iteration 9Q (32722.370000 sec): 3 clusters
  Score: Raw -920420.519466 + Penalty 2926.077766 = -917494.441700
  nChanged 274
		SP:Iteration 10Q (32722.550000 sec): 3 clusters
  Score: Raw -920529.686652 + Penalty 2926.077766 = -917603.608887
  nChanged 214
		SP:Iteration 11Q (32722.760000 sec): 3 clusters
  Score: Raw -920610.206180 + Penalty 2926.077766 = -917684.128414
  nChanged 184
		SP:Iteration 12Q (32722.980000 sec): 3 clusters
  Score: Raw -920677.560256 + Penalty 2926.077766 = -917751.482490
  nChanged 176
		SP:Iteration 13Q (32723.220000 sec): 3 clusters
  Score: Raw -920742.567727 + Penalty 2926.077766 = -917816.489961
  nChanged 170
		SP:Iteration 14Q (32723.410000 sec): 3 clusters
  Score: Raw -920805.488256 + Penalty 2926.077766 = -917879.410491
  nChanged 163
		SP:Iteration 15Q (32723.580000 sec): 3 clusters
  Score: Raw -920864.268751 + Penalty 2926.077766 = -917938.190985
  nChanged 137
		SP:Iteration 16Q (32723.770000 sec): 3 clusters
  Score: Raw -920914.529368 + Penalty 2926.077766 = -917988.451602
  nChanged 147
		SP:Iteration 17Q (32724.000000 sec): 3 clusters
  Score: Raw -920965.787471 + Penalty 2926.077766 = -918039.709705
  nChanged 126
		SP:Iteration 18Q (32724.190000 sec): 3 clusters
  Score: Raw -921004.700982 + Penalty 2926.077766 = -918078.623217
  nChanged 105
		SP:Iteration 19Q (32724.390000 sec): 3 clusters
  Score: Raw -921030.883413 + Penalty 2926.077766 = -918104.805647
  nChanged 91
		SP:Iteration 20F (32724.630000 sec): 3 clusters
  Score: Raw -921053.167823 + Penalty 2926.077766 = -918127.090057
  nChanged 70
		SP:Iteration 21Q (32724.850000 sec): 3 clusters
  Score: Raw -921067.789151 + Penalty 2926.077766 = -918141.711385
  nChanged 52
		SP:Iteration 22Q (32725.020000 sec): 3 clusters
  Score: Raw -921077.691267 + Penalty 2926.077766 = -918151.613501
  nChanged 52
		SP:Iteration 23Q (32725.200000 sec): 3 clusters
  Score: Raw -921086.401839 + Penalty 2926.077766 = -918160.324074
  nChanged 24
		SP:Iteration 24Q (32725.430000 sec): 3 clusters
  Score: Raw -921090.373969 + Penalty 2926.077766 = -918164.296203
  nChanged 27
		SP:Iteration 25Q (32725.660000 sec): 3 clusters
  Score: Raw -921095.994094 + Penalty 2926.077766 = -918169.916329
  nChanged 28
		SP:Iteration 26Q (32725.820000 sec): 3 clusters
  Score: Raw -921100.890634 + Penalty 2926.077766 = -918174.812869
  nChanged 29
		SP:Iteration 27Q (32726.010000 sec): 3 clusters
  Score: Raw -921105.882817 + Penalty 2926.077766 = -918179.805051
  nChanged 27
		SP:Iteration 28Q (32726.220000 sec): 3 clusters
  Score: Raw -921111.141305 + Penalty 2926.077766 = -918185.063539
  nChanged 29
		SP:Iteration 29Q (32726.430000 sec): 3 clusters
  Score: Raw -921116.179533 + Penalty 2926.077766 = -918190.101767
  nChanged 34
		SP:Iteration 30Q (32726.630000 sec): 3 clusters
  Score: Raw -921122.112204 + Penalty 2926.077766 = -918196.034438
  nChanged 26
		SP:Iteration 31Q (32726.860000 sec): 3 clusters
  Score: Raw -921126.791801 + Penalty 2926.077766 = -918200.714035
  nChanged 29
		SP:Iteration 32Q (32727.050000 sec): 3 clusters
  Score: Raw -921131.825608 + Penalty 2926.077766 = -918205.747842
  nChanged 20
		SP:Iteration 33Q (32727.230000 sec): 3 clusters
  Score: Raw -921134.825884 + Penalty 2926.077766 = -918208.748118
  nChanged 24
		SP:Iteration 34Q (32727.420000 sec): 3 clusters
  Score: Raw -921138.545983 + Penalty 2926.077766 = -918212.468217
  nChanged 25
		SP:Iteration 35Q (32727.630000 sec): 3 clusters
  Score: Raw -921142.964077 + Penalty 2926.077766 = -918216.886311
  nChanged 28
		SP:Iteration 36Q (32727.820000 sec): 3 clusters
  Score: Raw -921146.887003 + Penalty 2926.077766 = -918220.809237
  nChanged 26
		SP:Iteration 37Q (32728.050000 sec): 3 clusters
  Score: Raw -921150.350080 + Penalty 2926.077766 = -918224.272314
  nChanged 22
		SP:Iteration 38Q (32728.270000 sec): 3 clusters
  Score: Raw -921153.510055 + Penalty 2926.077766 = -918227.432289
  nChanged 32
		SP:Iteration 39Q (32728.450000 sec): 3 clusters
  Score: Raw -921158.361815 + Penalty 2926.077766 = -918232.284050
  nChanged 27
		SP:Iteration 40F (32728.660000 sec): 3 clusters
  Score: Raw -921163.221703 + Penalty 2926.077766 = -918237.143937
  nChanged 38
		SP:Iteration 41Q (32728.870000 sec): 3 clusters
  Score: Raw -921170.577526 + Penalty 2926.077766 = -918244.499760
  nChanged 35
		SP:Iteration 42Q (32729.050000 sec): 3 clusters
  Score: Raw -921176.781468 + Penalty 2926.077766 = -918250.703702
  nChanged 30
		SP:Iteration 43Q (32729.220000 sec): 3 clusters
  Score: Raw -921182.018308 + Penalty 2926.077766 = -918255.940542
  nChanged 24
		SP:Iteration 44Q (32729.450000 sec): 3 clusters
  Score: Raw -921186.586518 + Penalty 2926.077766 = -918260.508753
  nChanged 29
		SP:Iteration 45Q (32729.630000 sec): 3 clusters
  Score: Raw -921191.974821 + Penalty 2926.077766 = -918265.897055
  nChanged 32
		SP:Iteration 46Q (32729.880000 sec): 3 clusters
  Score: Raw -921197.781594 + Penalty 2926.077766 = -918271.703829
  nChanged 35
		SP:Iteration 47Q (32730.110000 sec): 3 clusters
  Score: Raw -921203.967756 + Penalty 2926.077766 = -918277.889990
  nChanged 37
		SP:Iteration 48Q (32730.320000 sec): 3 clusters
  Score: Raw -921210.829524 + Penalty 2926.077766 = -918284.751758
  nChanged 33
		SP:Iteration 49Q (32730.550000 sec): 3 clusters
  Score: Raw -921216.437198 + Penalty 2926.077766 = -918290.359432
  nChanged 39
		SP:Iteration 50Q (32730.750000 sec): 3 clusters
  Score: Raw -921224.250602 + Penalty 2926.077766 = -918298.172836
  nChanged 39
		SP:Iteration 51Q (32730.990000 sec): 3 clusters
  Score: Raw -921231.731170 + Penalty 2926.077766 = -918305.653404
  nChanged 38
		SP:Iteration 52Q (32731.150000 sec): 3 clusters
  Score: Raw -921240.378803 + Penalty 2926.077766 = -918314.301037
  nChanged 33
		SP:Iteration 53Q (32731.360000 sec): 3 clusters
  Score: Raw -921246.727305 + Penalty 2926.077766 = -918320.649540
  nChanged 27
		SP:Iteration 54Q (32731.550000 sec): 3 clusters
  Score: Raw -921251.016093 + Penalty 2926.077766 = -918324.938327
  nChanged 21
		SP:Iteration 55Q (32731.810000 sec): 3 clusters
  Score: Raw -921254.011874 + Penalty 2926.077766 = -918327.934108
  nChanged 20
		SP:Iteration 56Q (32731.990000 sec): 3 clusters
  Score: Raw -921256.954857 + Penalty 2926.077766 = -918330.877091
  nChanged 17
		SP:Iteration 57Q (32732.190000 sec): 3 clusters
  Score: Raw -921259.229519 + Penalty 2926.077766 = -918333.151753
  nChanged 18
		SP:Iteration 58Q (32732.400000 sec): 3 clusters
  Score: Raw -921261.709027 + Penalty 2926.077766 = -918335.631261
  nChanged 21
		SP:Iteration 59Q (32732.590000 sec): 3 clusters
  Score: Raw -921265.672555 + Penalty 2926.077766 = -918339.594789
  nChanged 22
		SP:Iteration 60F (32732.790000 sec): 3 clusters
  Score: Raw -921269.134388 + Penalty 2926.077766 = -918343.056622
  nChanged 21
		SP:Iteration 61Q (32732.990000 sec): 3 clusters
  Score: Raw -921272.617776 + Penalty 2926.077766 = -918346.540010
  nChanged 27
		SP:Iteration 62Q (32733.210000 sec): 3 clusters
  Score: Raw -921276.962538 + Penalty 2926.077766 = -918350.884772
  nChanged 33
		SP:Iteration 63Q (32733.450000 sec): 3 clusters
  Score: Raw -921282.508718 + Penalty 2926.077766 = -918356.430952
  nChanged 31
		SP:Iteration 64Q (32733.610000 sec): 3 clusters
  Score: Raw -921288.069384 + Penalty 2926.077766 = -918361.991618
  nChanged 34
		SP:Iteration 65Q (32733.830000 sec): 3 clusters
  Score: Raw -921293.777257 + Penalty 2926.077766 = -918367.699491
  nChanged 36
		SP:Iteration 66Q (32734.050000 sec): 3 clusters
  Score: Raw -921300.164023 + Penalty 2926.077766 = -918374.086257
  nChanged 33
		SP:Iteration 67Q (32734.250000 sec): 3 clusters
  Score: Raw -921307.240710 + Penalty 2926.077766 = -918381.162945
  nChanged 43
		SP:Iteration 68Q (32734.460000 sec): 3 clusters
  Score: Raw -921317.323842 + Penalty 2926.077766 = -918391.246076
  nChanged 44
		SP:Iteration 69Q (32734.670000 sec): 3 clusters
  Score: Raw -921327.592201 + Penalty 2926.077766 = -918401.514435
  nChanged 55
		SP:Iteration 70Q (32734.870000 sec): 3 clusters
  Score: Raw -921341.499314 + Penalty 2926.077766 = -918415.421549
  nChanged 41
		SP:Iteration 71Q (32735.060000 sec): 3 clusters
  Score: Raw -921352.080704 + Penalty 2926.077766 = -918426.002938
  nChanged 39
		SP:Iteration 72Q (32735.290000 sec): 3 clusters
  Score: Raw -921361.656789 + Penalty 2926.077766 = -918435.579024
  nChanged 42
		SP:Iteration 73Q (32735.530000 sec): 3 clusters
  Score: Raw -921372.126349 + Penalty 2926.077766 = -918446.048584
  nChanged 48
		SP:Iteration 74Q (32735.710000 sec): 3 clusters
  Score: Raw -921385.565558 + Penalty 2926.077766 = -918459.487792
  nChanged 53
		SP:Iteration 75Q (32735.910000 sec): 3 clusters
  Score: Raw -921403.040450 + Penalty 2926.077766 = -918476.962684
  nChanged 61
		SP:Iteration 76Q (32736.160000 sec): 3 clusters
  Score: Raw -921418.669207 + Penalty 2926.077766 = -918492.591441
  nChanged 58
		SP:Iteration 77Q (32736.380000 sec): 3 clusters
  Score: Raw -921435.205236 + Penalty 2926.077766 = -918509.127470
  nChanged 65
		SP:Iteration 78Q (32736.590000 sec): 3 clusters
  Score: Raw -921451.207321 + Penalty 2926.077766 = -918525.129555
  nChanged 57
		SP:Iteration 79Q (32736.800000 sec): 3 clusters
  Score: Raw -921469.003179 + Penalty 2926.077766 = -918542.925413
  nChanged 68
		SP:Iteration 80F (32737.000000 sec): 3 clusters
  Score: Raw -921491.804142 + Penalty 2926.077766 = -918565.726376
  nChanged 77
		SP:Iteration 81Q (32737.180000 sec): 3 clusters
  Score: Raw -921519.838014 + Penalty 2926.077766 = -918593.760249
  nChanged 83
		SP:Iteration 82Q (32737.300000 sec): 3 clusters
  Score: Raw -921550.754518 + Penalty 2926.077766 = -918624.676752
  nChanged 98
		SP:Iteration 83Q (32737.560000 sec): 3 clusters
  Score: Raw -921589.133574 + Penalty 2926.077766 = -918663.055808
  nChanged 82
		SP:Iteration 84Q (32737.750000 sec): 3 clusters
  Score: Raw -921623.939986 + Penalty 2926.077766 = -918697.862221
  nChanged 82
		SP:Iteration 85Q (32737.910000 sec): 3 clusters
  Score: Raw -921658.961255 + Penalty 2926.077766 = -918732.883489
  nChanged 84
		SP:Iteration 86Q (32738.180000 sec): 3 clusters
  Score: Raw -921696.100705 + Penalty 2926.077766 = -918770.022939
  nChanged 79
		SP:Iteration 87Q (32738.390000 sec): 3 clusters
  Score: Raw -921729.624352 + Penalty 2926.077766 = -918803.546586
  nChanged 78
		SP:Iteration 88Q (32738.570000 sec): 3 clusters
  Score: Raw -921764.694005 + Penalty 2926.077766 = -918838.616240
  nChanged 60
		SP:Iteration 89Q (32738.790000 sec): 3 clusters
  Score: Raw -921789.104377 + Penalty 2926.077766 = -918863.026611
  nChanged 64
		SP:Iteration 90Q (32739.000000 sec): 3 clusters
  Score: Raw -921820.430821 + Penalty 2926.077766 = -918894.353055
  nChanged 68
		SP:Iteration 91Q (32739.230000 sec): 3 clusters
  Score: Raw -921849.569804 + Penalty 2926.077766 = -918923.492038
  nChanged 64
		SP:Iteration 92Q (32739.450000 sec): 3 clusters
  Score: Raw -921876.685647 + Penalty 2926.077766 = -918950.607881
  nChanged 67
		SP:Iteration 93Q (32739.650000 sec): 3 clusters
  Score: Raw -921910.281983 + Penalty 2926.077766 = -918984.204217
  nChanged 67
		SP:Iteration 94Q (32739.840000 sec): 3 clusters
  Score: Raw -921940.828686 + Penalty 2926.077766 = -919014.750920
  nChanged 59
		SP:Iteration 95Q (32740.070000 sec): 3 clusters
  Score: Raw -921968.167479 + Penalty 2926.077766 = -919042.089713
  nChanged 47
		SP:Iteration 96Q (32740.310000 sec): 3 clusters
  Score: Raw -921987.637555 + Penalty 2926.077766 = -919061.559789
  nChanged 50
		SP:Iteration 97Q (32740.530000 sec): 3 clusters
  Score: Raw -922009.925510 + Penalty 2926.077766 = -919083.847744
  nChanged 46
		SP:Iteration 98Q (32740.730000 sec): 3 clusters
  Score: Raw -922032.321810 + Penalty 2926.077766 = -919106.244044
  nChanged 44
		SP:Iteration 99Q (32740.940000 sec): 3 clusters
  Score: Raw -922055.376656 + Penalty 2926.077766 = -919129.298890
  nChanged 39
		SP:Iteration 100F (32741.190000 sec): 3 clusters
  Score: Raw -922072.937403 + Penalty 2926.077766 = -919146.859638
  nChanged 37
		SP:Iteration 101Q (32741.420000 sec): 3 clusters
  Score: Raw -922088.758083 + Penalty 2926.077766 = -919162.680317
  nChanged 28
		SP:Iteration 102Q (32741.630000 sec): 3 clusters
  Score: Raw -922101.236750 + Penalty 2926.077766 = -919175.158984
  nChanged 22
		SP:Iteration 103Q (32741.830000 sec): 3 clusters
  Score: Raw -922111.509701 + Penalty 2926.077766 = -919185.431935
  nChanged 26
		SP:Iteration 104Q (32742.080000 sec): 3 clusters
  Score: Raw -922123.106895 + Penalty 2926.077766 = -919197.029130
  nChanged 18
		SP:Iteration 105Q (32742.270000 sec): 3 clusters
  Score: Raw -922130.770654 + Penalty 2926.077766 = -919204.692888
  nChanged 21
		SP:Iteration 106Q (32742.490000 sec): 3 clusters
  Score: Raw -922138.645574 + Penalty 2926.077766 = -919212.567808
  nChanged 10
		SP:Iteration 107Q (32742.720000 sec): 3 clusters
  Score: Raw -922142.019298 + Penalty 2926.077766 = -919215.941532
  nChanged 6
		SP:Iteration 108Q (32742.890000 sec): 3 clusters
  Score: Raw -922143.541457 + Penalty 2926.077766 = -919217.463691
  nChanged 6
		SP:Iteration 109Q (32743.120000 sec): 3 clusters
  Score: Raw -922144.917794 + Penalty 2926.077766 = -919218.840029
  nChanged 2
		SP:Iteration 110Q (32743.350000 sec): 3 clusters
  Score: Raw -922145.535887 + Penalty 2926.077766 = -919219.458121
  nChanged 3
		SP:Iteration 111Q (32743.530000 sec): 3 clusters
  Score: Raw -922146.758922 + Penalty 2926.077766 = -919220.681156
  nChanged 4
		SP:Iteration 112Q (32743.720000 sec): 3 clusters
  Score: Raw -922147.664407 + Penalty 2926.077766 = -919221.586641
  nChanged 2
		SP:Iteration 113Q (32743.870000 sec): 3 clusters
  Score: Raw -922148.019829 + Penalty 2926.077766 = -919221.942063
  nChanged 1
		SP:Iteration 114Q (32744.100000 sec): 3 clusters
  Score: Raw -922148.274221 + Penalty 2926.077766 = -919222.196455
  nChanged 2
		SP:Iteration 115Q (32744.290000 sec): 3 clusters
  Score: Raw -922148.461468 + Penalty 2926.077766 = -919222.383703
  nChanged 2
		SP:Iteration 116Q (32744.470000 sec): 3 clusters
  Score: Raw -922148.879342 + Penalty 2926.077766 = -919222.801576
  nChanged 4
		SP:Iteration 117Q (32744.630000 sec): 3 clusters
  Score: Raw -922150.956991 + Penalty 2926.077766 = -919224.879225
  nChanged 5
		SP:Iteration 118Q (32744.860000 sec): 3 clusters
  Score: Raw -922152.596973 + Penalty 2926.077766 = -919226.519208
  nChanged 6
		SP:Iteration 119Q (32745.070000 sec): 3 clusters
  Score: Raw -922155.090284 + Penalty 2926.077766 = -919229.012518
  nChanged 9
		SP:Iteration 120F (32745.270000 sec): 3 clusters
  Score: Raw -922160.045851 + Penalty 2926.077766 = -919233.968085
  nChanged 7
		SP:Iteration 121Q (32745.460000 sec): 3 clusters
  Score: Raw -922163.175590 + Penalty 2926.077766 = -919237.097824
  nChanged 6
		SP:Iteration 122Q (32745.650000 sec): 3 clusters
  Score: Raw -922165.933564 + Penalty 2926.077766 = -919239.855798
  nChanged 4
		SP:Iteration 123Q (32745.890000 sec): 3 clusters
  Score: Raw -922167.394064 + Penalty 2926.077766 = -919241.316298
  nChanged 5
		SP:Iteration 124Q (32746.070000 sec): 3 clusters
  Score: Raw -922168.634552 + Penalty 2926.077766 = -919242.556786
  nChanged 0
		SP:Iteration 125F (32746.310000 sec): 3 clusters
  Score: Raw -922168.634552 + Penalty 2926.077766 = -919242.556786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32746.430000 sec): 2 clusters
  Score: Raw -1059978.352559 + Penalty 1488.652754 = -1058489.699806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32746.670000 sec): 3 clusters
  Score: Raw -1054609.366118 + Penalty 2977.305507 = -1051632.060610
  nChanged 4113
		SP:Iteration 1F (32746.910000 sec): 3 clusters
  Score: Raw -1056772.202240 + Penalty 2977.305507 = -1053794.896733
  nChanged 551
		SP:Iteration 2F (32747.170000 sec): 3 clusters
  Score: Raw -1057000.864474 + Penalty 2977.305507 = -1054023.558967
  nChanged 448
		SP:Iteration 3Q (32747.410000 sec): 3 clusters
  Score: Raw -1057188.842574 + Penalty 2977.305507 = -1054211.537067
  nChanged 401
		SP:Iteration 4Q (32747.630000 sec): 3 clusters
  Score: Raw -1057350.860718 + Penalty 2977.305507 = -1054373.555211
  nChanged 354
		SP:Iteration 5Q (32747.860000 sec): 3 clusters
  Score: Raw -1057502.239021 + Penalty 2977.305507 = -1054524.933514
  nChanged 354
		SP:Iteration 6Q (32748.080000 sec): 3 clusters
  Score: Raw -1057683.506556 + Penalty 2977.305507 = -1054706.201049
  nChanged 349
		SP:Iteration 7Q (32748.310000 sec): 3 clusters
  Score: Raw -1057863.370777 + Penalty 2977.305507 = -1054886.065270
  nChanged 359
		SP:Iteration 8Q (32748.530000 sec): 3 clusters
  Score: Raw -1058070.345605 + Penalty 2977.305507 = -1055093.040098
  nChanged 347
		SP:Iteration 9Q (32748.730000 sec): 3 clusters
  Score: Raw -1058287.552795 + Penalty 2977.305507 = -1055310.247288
  nChanged 390
		SP:Iteration 10Q (32748.950000 sec): 3 clusters
  Score: Raw -1058558.381001 + Penalty 2977.305507 = -1055581.075494
  nChanged 370
		SP:Iteration 11Q (32749.150000 sec): 3 clusters
  Score: Raw -1058833.125178 + Penalty 2977.305507 = -1055855.819671
  nChanged 327
		SP:Iteration 12Q (32749.340000 sec): 3 clusters
  Score: Raw -1059073.191574 + Penalty 2977.305507 = -1056095.886067
  nChanged 279
		SP:Iteration 13Q (32749.580000 sec): 3 clusters
  Score: Raw -1059261.933544 + Penalty 2977.305507 = -1056284.628037
  nChanged 238
		SP:Iteration 14Q (32749.770000 sec): 3 clusters
  Score: Raw -1059440.803738 + Penalty 2977.305507 = -1056463.498231
  nChanged 185
		SP:Iteration 15Q (32749.970000 sec): 3 clusters
  Score: Raw -1059558.919618 + Penalty 2977.305507 = -1056581.614110
  nChanged 163
		SP:Iteration 16Q (32750.210000 sec): 3 clusters
  Score: Raw -1059653.231335 + Penalty 2977.305507 = -1056675.925828
  nChanged 116
		SP:Iteration 17Q (32750.430000 sec): 3 clusters
  Score: Raw -1059708.497796 + Penalty 2977.305507 = -1056731.192289
  nChanged 90
		SP:Iteration 18Q (32750.610000 sec): 3 clusters
  Score: Raw -1059747.079494 + Penalty 2977.305507 = -1056769.773987
  nChanged 75
		SP:Iteration 19Q (32750.860000 sec): 3 clusters
  Score: Raw -1059775.225253 + Penalty 2977.305507 = -1056797.919746
  nChanged 57
		SP:Iteration 20F (32751.090000 sec): 3 clusters
  Score: Raw -1059794.263480 + Penalty 2977.305507 = -1056816.957973
  nChanged 52
		SP:Iteration 21Q (32751.310000 sec): 3 clusters
  Score: Raw -1059811.030065 + Penalty 2977.305507 = -1056833.724558
  nChanged 48
		SP:Iteration 22Q (32751.480000 sec): 3 clusters
  Score: Raw -1059827.492403 + Penalty 2977.305507 = -1056850.186896
  nChanged 44
		SP:Iteration 23Q (32751.690000 sec): 3 clusters
  Score: Raw -1059841.265195 + Penalty 2977.305507 = -1056863.959688
  nChanged 34
		SP:Iteration 24Q (32751.890000 sec): 3 clusters
  Score: Raw -1059849.664415 + Penalty 2977.305507 = -1056872.358908
  nChanged 33
		SP:Iteration 25Q (32752.050000 sec): 3 clusters
  Score: Raw -1059860.175764 + Penalty 2977.305507 = -1056882.870257
  nChanged 36
		SP:Iteration 26Q (32752.260000 sec): 3 clusters
  Score: Raw -1059871.585360 + Penalty 2977.305507 = -1056894.279853
  nChanged 34
		SP:Iteration 27Q (32752.500000 sec): 3 clusters
  Score: Raw -1059883.860018 + Penalty 2977.305507 = -1056906.554511
  nChanged 33
		SP:Iteration 28Q (32752.650000 sec): 3 clusters
  Score: Raw -1059896.101575 + Penalty 2977.305507 = -1056918.796068
  nChanged 41
		SP:Iteration 29Q (32752.830000 sec): 3 clusters
  Score: Raw -1059910.350754 + Penalty 2977.305507 = -1056933.045246
  nChanged 39
		SP:Iteration 30Q (32753.060000 sec): 3 clusters
  Score: Raw -1059932.177896 + Penalty 2977.305507 = -1056954.872389
  nChanged 44
		SP:Iteration 31Q (32753.260000 sec): 3 clusters
  Score: Raw -1059953.870171 + Penalty 2977.305507 = -1056976.564664
  nChanged 42
		SP:Iteration 32Q (32753.430000 sec): 3 clusters
  Score: Raw -1059973.678136 + Penalty 2977.305507 = -1056996.372629
  nChanged 31
		SP:Iteration 33Q (32753.660000 sec): 3 clusters
  Score: Raw -1059988.940890 + Penalty 2977.305507 = -1057011.635383
  nChanged 26
		SP:Iteration 34Q (32753.870000 sec): 3 clusters
  Score: Raw -1059997.665653 + Penalty 2977.305507 = -1057020.360146
  nChanged 14
		SP:Iteration 35Q (32754.100000 sec): 3 clusters
  Score: Raw -1060001.377160 + Penalty 2977.305507 = -1057024.071653
  nChanged 14
		SP:Iteration 36Q (32754.330000 sec): 3 clusters
  Score: Raw -1060004.434291 + Penalty 2977.305507 = -1057027.128784
  nChanged 16
		SP:Iteration 37Q (32754.560000 sec): 3 clusters
  Score: Raw -1060009.666934 + Penalty 2977.305507 = -1057032.361427
  nChanged 18
		SP:Iteration 38Q (32754.740000 sec): 3 clusters
  Score: Raw -1060015.379566 + Penalty 2977.305507 = -1057038.074059
  nChanged 9
		SP:Iteration 39Q (32754.990000 sec): 3 clusters
  Score: Raw -1060018.139126 + Penalty 2977.305507 = -1057040.833619
  nChanged 10
		SP:Iteration 40F (32755.200000 sec): 3 clusters
  Score: Raw -1060020.651960 + Penalty 2977.305507 = -1057043.346453
  nChanged 9
		SP:Iteration 41Q (32755.390000 sec): 3 clusters
  Score: Raw -1060022.866816 + Penalty 2977.305507 = -1057045.561309
  nChanged 8
		SP:Iteration 42Q (32755.640000 sec): 3 clusters
  Score: Raw -1060025.044411 + Penalty 2977.305507 = -1057047.738904
  nChanged 4
		SP:Iteration 43Q (32755.820000 sec): 3 clusters
  Score: Raw -1060026.202318 + Penalty 2977.305507 = -1057048.896811
  nChanged 6
		SP:Iteration 44Q (32756.030000 sec): 3 clusters
  Score: Raw -1060028.249944 + Penalty 2977.305507 = -1057050.944437
  nChanged 5
		SP:Iteration 45Q (32756.250000 sec): 3 clusters
  Score: Raw -1060029.722790 + Penalty 2977.305507 = -1057052.417283
  nChanged 5
		SP:Iteration 46Q (32756.440000 sec): 3 clusters
  Score: Raw -1060031.262400 + Penalty 2977.305507 = -1057053.956893
  nChanged 8
		SP:Iteration 47Q (32756.630000 sec): 3 clusters
  Score: Raw -1060034.307713 + Penalty 2977.305507 = -1057057.002206
  nChanged 6
		SP:Iteration 48Q (32756.850000 sec): 3 clusters
  Score: Raw -1060035.778691 + Penalty 2977.305507 = -1057058.473184
  nChanged 2
		SP:Iteration 49Q (32757.070000 sec): 3 clusters
  Score: Raw -1060036.324732 + Penalty 2977.305507 = -1057059.019225
  nChanged 2
		SP:Iteration 50Q (32757.310000 sec): 3 clusters
  Score: Raw -1060036.690307 + Penalty 2977.305507 = -1057059.384800
  nChanged 3
		SP:Iteration 51Q (32757.530000 sec): 3 clusters
  Score: Raw -1060037.458950 + Penalty 2977.305507 = -1057060.153443
  nChanged 4
		SP:Iteration 52Q (32757.720000 sec): 3 clusters
  Score: Raw -1060038.918751 + Penalty 2977.305507 = -1057061.613244
  nChanged 6
		SP:Iteration 53Q (32757.950000 sec): 3 clusters
  Score: Raw -1060040.753798 + Penalty 2977.305507 = -1057063.448291
  nChanged 8
		SP:Iteration 54Q (32758.140000 sec): 3 clusters
  Score: Raw -1060042.692613 + Penalty 2977.305507 = -1057065.387106
  nChanged 4
		SP:Iteration 55Q (32758.340000 sec): 3 clusters
  Score: Raw -1060043.559524 + Penalty 2977.305507 = -1057066.254017
  nChanged 3
		SP:Iteration 56Q (32758.570000 sec): 3 clusters
  Score: Raw -1060044.732887 + Penalty 2977.305507 = -1057067.427380
  nChanged 1
		SP:Iteration 57Q (32758.720000 sec): 3 clusters
  Score: Raw -1060044.948253 + Penalty 2977.305507 = -1057067.642746
  nChanged 1
		SP:Iteration 58Q (32758.970000 sec): 3 clusters
  Score: Raw -1060045.279944 + Penalty 2977.305507 = -1057067.974437
  nChanged 1
		SP:Iteration 59Q (32759.180000 sec): 3 clusters
  Score: Raw -1060045.347455 + Penalty 2977.305507 = -1057068.041948
  nChanged 1
		SP:Iteration 60F (32759.400000 sec): 3 clusters
  Score: Raw -1060045.757336 + Penalty 2977.305507 = -1057068.451829
  nChanged 2
		SP:Iteration 61Q (32759.590000 sec): 3 clusters
  Score: Raw -1060046.075630 + Penalty 2977.305507 = -1057068.770123
  nChanged 3
		SP:Iteration 62Q (32759.840000 sec): 3 clusters
  Score: Raw -1060047.118695 + Penalty 2977.305507 = -1057069.813188
  nChanged 3
		SP:Iteration 63Q (32760.070000 sec): 3 clusters
  Score: Raw -1060047.752846 + Penalty 2977.305507 = -1057070.447339
  nChanged 2
		SP:Iteration 64Q (32760.260000 sec): 3 clusters
  Score: Raw -1060048.203712 + Penalty 2977.305507 = -1057070.898205
  nChanged 3
		SP:Iteration 65Q (32760.490000 sec): 3 clusters
  Score: Raw -1060048.733549 + Penalty 2977.305507 = -1057071.428041
  nChanged 2
		SP:Iteration 66Q (32760.700000 sec): 3 clusters
  Score: Raw -1060049.241914 + Penalty 2977.305507 = -1057071.936407
  nChanged 5
		SP:Iteration 67Q (32760.930000 sec): 3 clusters
  Score: Raw -1060050.234349 + Penalty 2977.305507 = -1057072.928842
  nChanged 3
		SP:Iteration 68Q (32761.140000 sec): 3 clusters
  Score: Raw -1060051.565152 + Penalty 2977.305507 = -1057074.259645
  nChanged 6
		SP:Iteration 69Q (32761.270000 sec): 3 clusters
  Score: Raw -1060053.275652 + Penalty 2977.305507 = -1057075.970145
  nChanged 1
		SP:Iteration 70Q (32761.430000 sec): 3 clusters
  Score: Raw -1060053.566066 + Penalty 2977.305507 = -1057076.260559
  nChanged 1
		SP:Iteration 71Q (32761.670000 sec): 3 clusters
  Score: Raw -1060053.699851 + Penalty 2977.305507 = -1057076.394344
  nChanged 2
		SP:Iteration 72Q (32761.880000 sec): 3 clusters
  Score: Raw -1060054.064518 + Penalty 2977.305507 = -1057076.759011
  nChanged 1
		SP:Iteration 73Q (32762.110000 sec): 3 clusters
  Score: Raw -1060054.400669 + Penalty 2977.305507 = -1057077.095162
  nChanged 2
		SP:Iteration 74Q (32762.320000 sec): 3 clusters
  Score: Raw -1060055.385753 + Penalty 2977.305507 = -1057078.080246
  nChanged 5
		SP:Iteration 75Q (32762.480000 sec): 3 clusters
  Score: Raw -1060057.046029 + Penalty 2977.305507 = -1057079.740522
  nChanged 2
		SP:Iteration 76Q (32762.710000 sec): 3 clusters
  Score: Raw -1060057.492573 + Penalty 2977.305507 = -1057080.187066
  nChanged 1
		SP:Iteration 77Q (32762.870000 sec): 3 clusters
  Score: Raw -1060057.804315 + Penalty 2977.305507 = -1057080.498808
  nChanged 1
		SP:Iteration 78Q (32763.100000 sec): 3 clusters
  Score: Raw -1060058.184779 + Penalty 2977.305507 = -1057080.879272
  nChanged 1
		SP:Iteration 79Q (32763.330000 sec): 3 clusters
  Score: Raw -1060058.786075 + Penalty 2977.305507 = -1057081.480568
  nChanged 1
		SP:Iteration 80F (32763.490000 sec): 3 clusters
  Score: Raw -1060058.930554 + Penalty 2977.305507 = -1057081.625047
  nChanged 1
		SP:Iteration 81Q (32763.640000 sec): 3 clusters
  Score: Raw -1060059.355096 + Penalty 2977.305507 = -1057082.049589
  nChanged 0
		SP:Iteration 82F (32763.830000 sec): 3 clusters
  Score: Raw -1060059.355096 + Penalty 2977.305507 = -1057082.049589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (10113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32763.970000 sec): 2 clusters
  Score: Raw -1131135.237525 + Penalty 1498.506263 = -1129636.731261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32764.220000 sec): 3 clusters
  Score: Raw -1125415.199110 + Penalty 2997.012526 = -1122418.186584
  nChanged 4336
		SP:Iteration 1F (32764.460000 sec): 3 clusters
  Score: Raw -1127783.495881 + Penalty 2997.012526 = -1124786.483354
  nChanged 608
		SP:Iteration 2F (32764.690000 sec): 3 clusters
  Score: Raw -1128081.603947 + Penalty 2997.012526 = -1125084.591421
  nChanged 556
		SP:Iteration 3F (32764.880000 sec): 3 clusters
  Score: Raw -1128382.779390 + Penalty 2997.012526 = -1125385.766863
  nChanged 529
		SP:Iteration 4F (32765.130000 sec): 3 clusters
  Score: Raw -1128666.432909 + Penalty 2997.012526 = -1125669.420382
  nChanged 473
		SP:Iteration 5Q (32765.320000 sec): 3 clusters
  Score: Raw -1128899.578867 + Penalty 2997.012526 = -1125902.566341
  nChanged 471
		SP:Iteration 6Q (32765.560000 sec): 3 clusters
  Score: Raw -1129118.515442 + Penalty 2997.012526 = -1126121.502916
  nChanged 412
		SP:Iteration 7Q (32765.770000 sec): 3 clusters
  Score: Raw -1129304.413894 + Penalty 2997.012526 = -1126307.401368
  nChanged 385
		SP:Iteration 8Q (32766.000000 sec): 3 clusters
  Score: Raw -1129476.062917 + Penalty 2997.012526 = -1126479.050391
  nChanged 350
		SP:Iteration 9Q (32766.160000 sec): 3 clusters
  Score: Raw -1129636.759321 + Penalty 2997.012526 = -1126639.746795
  nChanged 351
		SP:Iteration 10Q (32766.350000 sec): 3 clusters
  Score: Raw -1129802.132995 + Penalty 2997.012526 = -1126805.120469
  nChanged 303
		SP:Iteration 11Q (32766.620000 sec): 3 clusters
  Score: Raw -1129932.429697 + Penalty 2997.012526 = -1126935.417170
  nChanged 283
		SP:Iteration 12Q (32766.850000 sec): 3 clusters
  Score: Raw -1130049.066408 + Penalty 2997.012526 = -1127052.053882
  nChanged 230
		SP:Iteration 13Q (32767.070000 sec): 3 clusters
  Score: Raw -1130138.477883 + Penalty 2997.012526 = -1127141.465357
  nChanged 209
		SP:Iteration 14Q (32767.270000 sec): 3 clusters
  Score: Raw -1130214.106101 + Penalty 2997.012526 = -1127217.093574
  nChanged 183
		SP:Iteration 15Q (32767.470000 sec): 3 clusters
  Score: Raw -1130273.379173 + Penalty 2997.012526 = -1127276.366646
  nChanged 153
		SP:Iteration 16Q (32767.680000 sec): 3 clusters
  Score: Raw -1130320.137423 + Penalty 2997.012526 = -1127323.124897
  nChanged 143
		SP:Iteration 17Q (32767.920000 sec): 3 clusters
  Score: Raw -1130367.423283 + Penalty 2997.012526 = -1127370.410757
  nChanged 128
		SP:Iteration 18Q (32768.120000 sec): 3 clusters
  Score: Raw -1130410.361007 + Penalty 2997.012526 = -1127413.348481
  nChanged 134
		SP:Iteration 19Q (32768.370000 sec): 3 clusters
  Score: Raw -1130457.248076 + Penalty 2997.012526 = -1127460.235549
  nChanged 138
		SP:Iteration 20F (32768.550000 sec): 3 clusters
  Score: Raw -1130504.794708 + Penalty 2997.012526 = -1127507.782182
  nChanged 131
		SP:Iteration 21Q (32768.800000 sec): 3 clusters
  Score: Raw -1130560.840440 + Penalty 2997.012526 = -1127563.827914
  nChanged 142
		SP:Iteration 22Q (32769.020000 sec): 3 clusters
  Score: Raw -1130614.847691 + Penalty 2997.012526 = -1127617.835164
  nChanged 152
		SP:Iteration 23Q (32769.240000 sec): 3 clusters
  Score: Raw -1130673.748489 + Penalty 2997.012526 = -1127676.735963
  nChanged 158
		SP:Iteration 24Q (32769.480000 sec): 3 clusters
  Score: Raw -1130749.625840 + Penalty 2997.012526 = -1127752.613314
  nChanged 197
		SP:Iteration 25Q (32769.650000 sec): 3 clusters
  Score: Raw -1130860.132592 + Penalty 2997.012526 = -1127863.120065
  nChanged 221
		SP:Iteration 26Q (32769.920000 sec): 3 clusters
  Score: Raw -1130997.791963 + Penalty 2997.012526 = -1128000.779437
  nChanged 227
		SP:Iteration 27Q (32770.100000 sec): 3 clusters
  Score: Raw -1131141.816541 + Penalty 2997.012526 = -1128144.804015
  nChanged 213
		SP:Iteration 28Q (32770.310000 sec): 3 clusters
  Score: Raw -1131271.628704 + Penalty 2997.012526 = -1128274.616178
  nChanged 212
		SP:Iteration 29Q (32770.550000 sec): 3 clusters
  Score: Raw -1131401.339017 + Penalty 2997.012526 = -1128404.326490
  nChanged 213
		SP:Iteration 30Q (32770.760000 sec): 3 clusters
  Score: Raw -1131544.003628 + Penalty 2997.012526 = -1128546.991101
  nChanged 196
		SP:Iteration 31Q (32770.950000 sec): 3 clusters
  Score: Raw -1131672.755429 + Penalty 2997.012526 = -1128675.742903
  nChanged 159
		SP:Iteration 32Q (32771.210000 sec): 3 clusters
  Score: Raw -1131764.690672 + Penalty 2997.012526 = -1128767.678146
  nChanged 130
		SP:Iteration 33Q (32771.390000 sec): 3 clusters
  Score: Raw -1131836.195967 + Penalty 2997.012526 = -1128839.183441
  nChanged 103
		SP:Iteration 34Q (32771.620000 sec): 3 clusters
  Score: Raw -1131890.431072 + Penalty 2997.012526 = -1128893.418546
  nChanged 86
		SP:Iteration 35Q (32771.810000 sec): 3 clusters
  Score: Raw -1131929.993433 + Penalty 2997.012526 = -1128932.980907
  nChanged 62
		SP:Iteration 36Q (32772.010000 sec): 3 clusters
  Score: Raw -1131947.686652 + Penalty 2997.012526 = -1128950.674125
  nChanged 38
		SP:Iteration 37Q (32772.250000 sec): 3 clusters
  Score: Raw -1131959.617334 + Penalty 2997.012526 = -1128962.604808
  nChanged 36
		SP:Iteration 38Q (32772.450000 sec): 3 clusters
  Score: Raw -1131969.594172 + Penalty 2997.012526 = -1128972.581646
  nChanged 30
		SP:Iteration 39Q (32772.670000 sec): 3 clusters
  Score: Raw -1131988.879702 + Penalty 2997.012526 = -1128991.867176
  nChanged 34
		SP:Iteration 40F (32772.900000 sec): 3 clusters
  Score: Raw -1132024.063890 + Penalty 2997.012526 = -1129027.051364
  nChanged 49
		SP:Iteration 41Q (32773.130000 sec): 3 clusters
  Score: Raw -1132042.938832 + Penalty 2997.012526 = -1129045.926306
  nChanged 28
		SP:Iteration 42Q (32773.340000 sec): 3 clusters
  Score: Raw -1132047.393442 + Penalty 2997.012526 = -1129050.380916
  nChanged 15
		SP:Iteration 43Q (32773.570000 sec): 3 clusters
  Score: Raw -1132049.291281 + Penalty 2997.012526 = -1129052.278755
  nChanged 8
		SP:Iteration 44Q (32773.800000 sec): 3 clusters
  Score: Raw -1132051.304343 + Penalty 2997.012526 = -1129054.291817
  nChanged 12
		SP:Iteration 45Q (32774.020000 sec): 3 clusters
  Score: Raw -1132053.216122 + Penalty 2997.012526 = -1129056.203596
  nChanged 9
		SP:Iteration 46Q (32774.220000 sec): 3 clusters
  Score: Raw -1132054.441371 + Penalty 2997.012526 = -1129057.428844
  nChanged 15
		SP:Iteration 47Q (32774.440000 sec): 3 clusters
  Score: Raw -1132056.246835 + Penalty 2997.012526 = -1129059.234308
  nChanged 7
		SP:Iteration 48Q (32774.650000 sec): 3 clusters
  Score: Raw -1132056.906032 + Penalty 2997.012526 = -1129059.893506
  nChanged 4
		SP:Iteration 49Q (32774.890000 sec): 3 clusters
  Score: Raw -1132057.343844 + Penalty 2997.012526 = -1129060.331318
  nChanged 4
		SP:Iteration 50Q (32775.060000 sec): 3 clusters
  Score: Raw -1132057.668511 + Penalty 2997.012526 = -1129060.655985
  nChanged 1
		SP:Iteration 51Q (32775.290000 sec): 3 clusters
  Score: Raw -1132057.720850 + Penalty 2997.012526 = -1129060.708323
  nChanged 1
		SP:Iteration 52Q (32775.520000 sec): 3 clusters
  Score: Raw -1132057.863465 + Penalty 2997.012526 = -1129060.850938
  nChanged 1
		SP:Iteration 53Q (32775.700000 sec): 3 clusters
  Score: Raw -1132057.976590 + Penalty 2997.012526 = -1129060.964064
  nChanged 0
		SP:Iteration 54F (32775.930000 sec): 3 clusters
  Score: Raw -1132057.976590 + Penalty 2997.012526 = -1129060.964064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (7944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32776.090000 sec): 2 clusters
  Score: Raw -871658.883914 + Penalty 1459.277983 = -870199.605931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32776.280000 sec): 3 clusters
  Score: Raw -867281.186013 + Penalty 2918.555967 = -864362.630046
  nChanged 3285
		SP:Iteration 1F (32776.520000 sec): 3 clusters
  Score: Raw -869039.322773 + Penalty 2918.555967 = -866120.766807
  nChanged 497
		SP:Iteration 2F (32776.710000 sec): 3 clusters
  Score: Raw -869261.383151 + Penalty 2918.555967 = -866342.827184
  nChanged 407
		SP:Iteration 3F (32776.970000 sec): 3 clusters
  Score: Raw -869428.311147 + Penalty 2918.555967 = -866509.755181
  nChanged 334
		SP:Iteration 4Q (32777.190000 sec): 3 clusters
  Score: Raw -869581.417571 + Penalty 2918.555967 = -866662.861604
  nChanged 313
		SP:Iteration 5Q (32777.360000 sec): 3 clusters
  Score: Raw -869736.015687 + Penalty 2918.555967 = -866817.459720
  nChanged 325
		SP:Iteration 6Q (32777.570000 sec): 3 clusters
  Score: Raw -869906.159709 + Penalty 2918.555967 = -866987.603742
  nChanged 366
		SP:Iteration 7Q (32777.780000 sec): 3 clusters
  Score: Raw -870120.703890 + Penalty 2918.555967 = -867202.147923
  nChanged 389
		SP:Iteration 8Q (32778.000000 sec): 3 clusters
  Score: Raw -870376.700229 + Penalty 2918.555967 = -867458.144263
  nChanged 401
		SP:Iteration 9F (32778.200000 sec): 3 clusters
  Score: Raw -870672.093971 + Penalty 2918.555967 = -867753.538004
  nChanged 421
		SP:Iteration 10F (32778.400000 sec): 3 clusters
  Score: Raw -871029.622543 + Penalty 2918.555967 = -868111.066576
  nChanged 319
		SP:Iteration 11Q (32778.590000 sec): 3 clusters
  Score: Raw -871293.253509 + Penalty 2918.555967 = -868374.697542
  nChanged 229
		SP:Iteration 12Q (32778.800000 sec): 3 clusters
  Score: Raw -871466.314259 + Penalty 2918.555967 = -868547.758292
  nChanged 162
		SP:Iteration 13Q (32779.040000 sec): 3 clusters
  Score: Raw -871584.994046 + Penalty 2918.555967 = -868666.438079
  nChanged 112
		SP:Iteration 14Q (32779.260000 sec): 3 clusters
  Score: Raw -871674.410069 + Penalty 2918.555967 = -868755.854102
  nChanged 74
		SP:Iteration 15Q (32779.440000 sec): 3 clusters
  Score: Raw -871724.237517 + Penalty 2918.555967 = -868805.681550
  nChanged 51
		SP:Iteration 16Q (32779.680000 sec): 3 clusters
  Score: Raw -871754.978437 + Penalty 2918.555967 = -868836.422470
  nChanged 32
		SP:Iteration 17Q (32779.910000 sec): 3 clusters
  Score: Raw -871773.483759 + Penalty 2918.555967 = -868854.927792
  nChanged 23
		SP:Iteration 18Q (32780.100000 sec): 3 clusters
  Score: Raw -871788.127356 + Penalty 2918.555967 = -868869.571389
  nChanged 18
		SP:Iteration 19Q (32780.280000 sec): 3 clusters
  Score: Raw -871799.196560 + Penalty 2918.555967 = -868880.640593
  nChanged 19
		SP:Iteration 20F (32780.470000 sec): 3 clusters
  Score: Raw -871811.514212 + Penalty 2918.555967 = -868892.958245
  nChanged 15
		SP:Iteration 21Q (32780.680000 sec): 3 clusters
  Score: Raw -871823.407468 + Penalty 2918.555967 = -868904.851501
  nChanged 12
		SP:Iteration 22Q (32780.870000 sec): 3 clusters
  Score: Raw -871832.294928 + Penalty 2918.555967 = -868913.738961
  nChanged 10
		SP:Iteration 23Q (32781.020000 sec): 3 clusters
  Score: Raw -871839.267884 + Penalty 2918.555967 = -868920.711917
  nChanged 2
		SP:Iteration 24Q (32781.220000 sec): 3 clusters
  Score: Raw -871841.686358 + Penalty 2918.555967 = -868923.130392
  nChanged 5
		SP:Iteration 25Q (32781.480000 sec): 3 clusters
  Score: Raw -871844.695486 + Penalty 2918.555967 = -868926.139520
  nChanged 3
		SP:Iteration 26Q (32781.680000 sec): 3 clusters
  Score: Raw -871846.464149 + Penalty 2918.555967 = -868927.908182
  nChanged 2
		SP:Iteration 27Q (32781.910000 sec): 3 clusters
  Score: Raw -871847.522943 + Penalty 2918.555967 = -868928.966976
  nChanged 2
		SP:Iteration 28Q (32782.110000 sec): 3 clusters
  Score: Raw -871848.636617 + Penalty 2918.555967 = -868930.080650
  nChanged 1
		SP:Iteration 29Q (32782.310000 sec): 3 clusters
  Score: Raw -871849.879153 + Penalty 2918.555967 = -868931.323186
  nChanged 1
		SP:Iteration 30Q (32782.540000 sec): 3 clusters
  Score: Raw -871850.688049 + Penalty 2918.555967 = -868932.132082
  nChanged 2
		SP:Iteration 31Q (32782.750000 sec): 3 clusters
  Score: Raw -871851.310082 + Penalty 2918.555967 = -868932.754116
  nChanged 0
		SP:Iteration 32F (32782.930000 sec): 3 clusters
  Score: Raw -871851.310082 + Penalty 2918.555967 = -868932.754116
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32783.050000 sec): 2 clusters
  Score: Raw -642310.662303 + Penalty 1411.050122 = -640899.612181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32783.260000 sec): 3 clusters
  Score: Raw -639154.063497 + Penalty 2822.100244 = -636331.963253
  nChanged 2497
		SP:Iteration 1F (32783.460000 sec): 3 clusters
  Score: Raw -640821.171665 + Penalty 2822.100244 = -637999.071420
  nChanged 500
		SP:Iteration 2F (32783.640000 sec): 3 clusters
  Score: Raw -641234.040968 + Penalty 2822.100244 = -638411.940724
  nChanged 471
		SP:Iteration 3F (32783.830000 sec): 3 clusters
  Score: Raw -641653.424795 + Penalty 2822.100244 = -638831.324551
  nChanged 416
		SP:Iteration 4F (32784.000000 sec): 3 clusters
  Score: Raw -641996.225190 + Penalty 2822.100244 = -639174.124946
  nChanged 309
		SP:Iteration 5F (32784.210000 sec): 3 clusters
  Score: Raw -642254.204383 + Penalty 2822.100244 = -639432.104139
  nChanged 253
		SP:Iteration 6Q (32784.390000 sec): 3 clusters
  Score: Raw -642461.436933 + Penalty 2822.100244 = -639639.336689
  nChanged 183
		SP:Iteration 7Q (32784.580000 sec): 3 clusters
  Score: Raw -642652.580322 + Penalty 2822.100244 = -639830.480078
  nChanged 151
		SP:Iteration 8Q (32784.800000 sec): 3 clusters
  Score: Raw -642817.750503 + Penalty 2822.100244 = -639995.650259
  nChanged 117
		SP:Iteration 9Q (32785.020000 sec): 3 clusters
  Score: Raw -642929.712033 + Penalty 2822.100244 = -640107.611789
  nChanged 79
		SP:Iteration 10Q (32785.230000 sec): 3 clusters
  Score: Raw -642994.067299 + Penalty 2822.100244 = -640171.967055
  nChanged 44
		SP:Iteration 11Q (32785.430000 sec): 3 clusters
  Score: Raw -643025.768570 + Penalty 2822.100244 = -640203.668326
  nChanged 31
		SP:Iteration 12Q (32785.620000 sec): 3 clusters
  Score: Raw -643040.646701 + Penalty 2822.100244 = -640218.546457
  nChanged 18
		SP:Iteration 13Q (32785.840000 sec): 3 clusters
  Score: Raw -643048.225631 + Penalty 2822.100244 = -640226.125387
  nChanged 10
		SP:Iteration 14Q (32786.030000 sec): 3 clusters
  Score: Raw -643051.875976 + Penalty 2822.100244 = -640229.775732
  nChanged 16
		SP:Iteration 15Q (32786.220000 sec): 3 clusters
  Score: Raw -643058.021523 + Penalty 2822.100244 = -640235.921279
  nChanged 12
		SP:Iteration 16Q (32786.440000 sec): 3 clusters
  Score: Raw -643061.402704 + Penalty 2822.100244 = -640239.302460
  nChanged 7
		SP:Iteration 17Q (32786.570000 sec): 3 clusters
  Score: Raw -643063.109025 + Penalty 2822.100244 = -640241.008781
  nChanged 5
		SP:Iteration 18Q (32786.710000 sec): 3 clusters
  Score: Raw -643064.390996 + Penalty 2822.100244 = -640242.290752
  nChanged 3
		SP:Iteration 19Q (32786.880000 sec): 3 clusters
  Score: Raw -643065.865836 + Penalty 2822.100244 = -640243.765592
  nChanged 3
		SP:Iteration 20F (32787.120000 sec): 3 clusters
  Score: Raw -643067.063851 + Penalty 2822.100244 = -640244.963607
  nChanged 4
		SP:Iteration 21Q (32787.300000 sec): 3 clusters
  Score: Raw -643068.115067 + Penalty 2822.100244 = -640246.014823
  nChanged 2
		SP:Iteration 22Q (32787.480000 sec): 3 clusters
  Score: Raw -643068.457983 + Penalty 2822.100244 = -640246.357739
  nChanged 6
		SP:Iteration 23Q (32787.660000 sec): 3 clusters
  Score: Raw -643070.180503 + Penalty 2822.100244 = -640248.080259
  nChanged 5
		SP:Iteration 24Q (32787.870000 sec): 3 clusters
  Score: Raw -643071.381611 + Penalty 2822.100244 = -640249.281367
  nChanged 2
		SP:Iteration 25Q (32788.080000 sec): 3 clusters
  Score: Raw -643072.146996 + Penalty 2822.100244 = -640250.046752
  nChanged 3
		SP:Iteration 26Q (32788.270000 sec): 3 clusters
  Score: Raw -643072.623977 + Penalty 2822.100244 = -640250.523733
  nChanged 2
		SP:Iteration 27Q (32788.450000 sec): 3 clusters
  Score: Raw -643073.622730 + Penalty 2822.100244 = -640251.522486
  nChanged 1
		SP:Iteration 28Q (32788.630000 sec): 3 clusters
  Score: Raw -643073.742472 + Penalty 2822.100244 = -640251.642228
  nChanged 3
		SP:Iteration 29Q (32788.810000 sec): 3 clusters
  Score: Raw -643075.444937 + Penalty 2822.100244 = -640253.344693
  nChanged 6
		SP:Iteration 30Q (32788.970000 sec): 3 clusters
  Score: Raw -643077.816190 + Penalty 2822.100244 = -640255.715946
  nChanged 4
		SP:Iteration 31Q (32789.170000 sec): 3 clusters
  Score: Raw -643080.496204 + Penalty 2822.100244 = -640258.395960
  nChanged 2
		SP:Iteration 32Q (32789.320000 sec): 3 clusters
  Score: Raw -643080.769368 + Penalty 2822.100244 = -640258.669124
  nChanged 0
		SP:Iteration 33F (32789.570000 sec): 3 clusters
  Score: Raw -643080.769368 + Penalty 2822.100244 = -640258.669124
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32789.650000 sec): 2 clusters
  Score: Raw -588749.578711 + Penalty 1393.788301 = -587355.790411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32789.880000 sec): 3 clusters
  Score: Raw -586051.196124 + Penalty 2787.576601 = -583263.619523
  nChanged 2168
		SP:Iteration 1F (32790.040000 sec): 3 clusters
  Score: Raw -587341.495395 + Penalty 2787.576601 = -584553.918794
  nChanged 449
		SP:Iteration 2F (32790.230000 sec): 3 clusters
  Score: Raw -587703.405239 + Penalty 2787.576601 = -584915.828638
  nChanged 387
		SP:Iteration 3F (32790.440000 sec): 3 clusters
  Score: Raw -588015.489800 + Penalty 2787.576601 = -585227.913199
  nChanged 352
		SP:Iteration 4F (32790.640000 sec): 3 clusters
  Score: Raw -588304.912573 + Penalty 2787.576601 = -585517.335972
  nChanged 315
		SP:Iteration 5F (32790.840000 sec): 3 clusters
  Score: Raw -588527.060213 + Penalty 2787.576601 = -585739.483611
  nChanged 241
		SP:Iteration 6Q (32791.030000 sec): 3 clusters
  Score: Raw -588676.168381 + Penalty 2787.576601 = -585888.591780
  nChanged 186
		SP:Iteration 7Q (32791.220000 sec): 3 clusters
  Score: Raw -588777.846414 + Penalty 2787.576601 = -585990.269813
  nChanged 124
		SP:Iteration 8Q (32791.440000 sec): 3 clusters
  Score: Raw -588826.035199 + Penalty 2787.576601 = -586038.458598
  nChanged 74
		SP:Iteration 9Q (32791.670000 sec): 3 clusters
  Score: Raw -588854.425160 + Penalty 2787.576601 = -586066.848559
  nChanged 63
		SP:Iteration 10Q (32791.830000 sec): 3 clusters
  Score: Raw -588875.213490 + Penalty 2787.576601 = -586087.636889
  nChanged 46
		SP:Iteration 11Q (32792.030000 sec): 3 clusters
  Score: Raw -588889.322555 + Penalty 2787.576601 = -586101.745954
  nChanged 35
		SP:Iteration 12Q (32792.230000 sec): 3 clusters
  Score: Raw -588900.152078 + Penalty 2787.576601 = -586112.575477
  nChanged 24
		SP:Iteration 13Q (32792.430000 sec): 3 clusters
  Score: Raw -588907.164143 + Penalty 2787.576601 = -586119.587542
  nChanged 18
		SP:Iteration 14Q (32792.570000 sec): 3 clusters
  Score: Raw -588911.843925 + Penalty 2787.576601 = -586124.267324
  nChanged 15
		SP:Iteration 15Q (32792.740000 sec): 3 clusters
  Score: Raw -588914.863875 + Penalty 2787.576601 = -586127.287274
  nChanged 11
		SP:Iteration 16Q (32792.910000 sec): 3 clusters
  Score: Raw -588916.970491 + Penalty 2787.576601 = -586129.393890
  nChanged 11
		SP:Iteration 17Q (32793.090000 sec): 3 clusters
  Score: Raw -588918.815111 + Penalty 2787.576601 = -586131.238510
  nChanged 9
		SP:Iteration 18Q (32793.280000 sec): 3 clusters
  Score: Raw -588920.756593 + Penalty 2787.576601 = -586133.179992
  nChanged 9
		SP:Iteration 19Q (32793.470000 sec): 3 clusters
  Score: Raw -588922.091925 + Penalty 2787.576601 = -586134.515324
  nChanged 4
		SP:Iteration 20F (32793.710000 sec): 3 clusters
  Score: Raw -588922.695412 + Penalty 2787.576601 = -586135.118810
  nChanged 3
		SP:Iteration 21Q (32793.880000 sec): 3 clusters
  Score: Raw -588923.252751 + Penalty 2787.576601 = -586135.676150
  nChanged 3
		SP:Iteration 22Q (32794.060000 sec): 3 clusters
  Score: Raw -588923.761332 + Penalty 2787.576601 = -586136.184731
  nChanged 1
		SP:Iteration 23Q (32794.220000 sec): 3 clusters
  Score: Raw -588923.900995 + Penalty 2787.576601 = -586136.324394
  nChanged 1
		SP:Iteration 24Q (32794.430000 sec): 3 clusters
  Score: Raw -588924.220370 + Penalty 2787.576601 = -586136.643769
  nChanged 1
		SP:Iteration 25Q (32794.620000 sec): 3 clusters
  Score: Raw -588924.320407 + Penalty 2787.576601 = -586136.743805
  nChanged 1
		SP:Iteration 26Q (32794.800000 sec): 3 clusters
  Score: Raw -588924.490757 + Penalty 2787.576601 = -586136.914156
  nChanged 0
		SP:Iteration 27F (32794.970000 sec): 3 clusters
  Score: Raw -588924.490757 + Penalty 2787.576601 = -586136.914156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (178450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32796.070000 sec): 2 clusters
  Score: Raw -20509996.187928 + Penalty 1964.960356 = -20508031.227572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32797.100000 sec): 3 clusters
  Score: Raw -20391999.642794 + Penalty 3929.920712 = -20388069.722082
  nChanged 86384
		SP:Iteration 1F (32798.110000 sec): 3 clusters
  Score: Raw -20442918.229910 + Penalty 3929.920712 = -20438988.309198
  nChanged 4500
		SP:Iteration 2Q (32799.290000 sec): 3 clusters
  Score: Raw -20443892.935824 + Penalty 3929.920712 = -20439963.015112
  nChanged 5129
		SP:Iteration 3Q (32800.450000 sec): 3 clusters
  Score: Raw -20445356.432827 + Penalty 3929.920712 = -20441426.512115
  nChanged 6261
		SP:Iteration 4Q (32801.660000 sec): 3 clusters
  Score: Raw -20447827.827423 + Penalty 3929.920712 = -20443897.906711
  nChanged 8045
		SP:Iteration 5Q (32802.920000 sec): 3 clusters
  Score: Raw -20452082.751326 + Penalty 3929.920712 = -20448152.830614
  nChanged 10208
		SP:Iteration 6F (32804.200000 sec): 3 clusters
  Score: Raw -20458804.537150 + Penalty 3929.920712 = -20454874.616438
  nChanged 11991
		SP:Iteration 7F (32805.350000 sec): 3 clusters
  Score: Raw -20468194.832057 + Penalty 3929.920712 = -20464264.911345
  nChanged 12860
		SP:Iteration 8F (32806.540000 sec): 3 clusters
  Score: Raw -20479256.670814 + Penalty 3929.920712 = -20475326.750102
  nChanged 11643
		SP:Iteration 9F (32807.690000 sec): 3 clusters
  Score: Raw -20489639.071846 + Penalty 3929.920712 = -20485709.151134
  nChanged 8978
		SP:Iteration 10F (32808.860000 sec): 3 clusters
  Score: Raw -20497520.497658 + Penalty 3929.920712 = -20493590.576946
  nChanged 6310
		SP:Iteration 11Q (32810.030000 sec): 3 clusters
  Score: Raw -20502869.040079 + Penalty 3929.920712 = -20498939.119367
  nChanged 4162
		SP:Iteration 12Q (32811.090000 sec): 3 clusters
  Score: Raw -20506283.238118 + Penalty 3929.920712 = -20502353.317406
  nChanged 2416
		SP:Iteration 13Q (32812.150000 sec): 3 clusters
  Score: Raw -20508237.035223 + Penalty 3929.920712 = -20504307.114512
  nChanged 1274
		SP:Iteration 14Q (32813.160000 sec): 3 clusters
  Score: Raw -20509240.077848 + Penalty 3929.920712 = -20505310.157136
  nChanged 599
		SP:Iteration 15Q (32814.290000 sec): 3 clusters
  Score: Raw -20509709.988182 + Penalty 3929.920712 = -20505780.067470
  nChanged 274
		SP:Iteration 16Q (32815.310000 sec): 3 clusters
  Score: Raw -20509933.993328 + Penalty 3929.920712 = -20506004.072616
  nChanged 132
		SP:Iteration 17Q (32816.330000 sec): 3 clusters
  Score: Raw -20510055.557487 + Penalty 3929.920712 = -20506125.636775
  nChanged 78
		SP:Iteration 18Q (32817.250000 sec): 3 clusters
  Score: Raw -20510125.039495 + Penalty 3929.920712 = -20506195.118783
  nChanged 50
		SP:Iteration 19Q (32818.270000 sec): 3 clusters
  Score: Raw -20510173.622959 + Penalty 3929.920712 = -20506243.702247
  nChanged 26
		SP:Iteration 20F (32819.370000 sec): 3 clusters
  Score: Raw -20510194.652105 + Penalty 3929.920712 = -20506264.731393
  nChanged 13
		SP:Iteration 21Q (32820.440000 sec): 3 clusters
  Score: Raw -20510203.577880 + Penalty 3929.920712 = -20506273.657168
  nChanged 6
		SP:Iteration 22Q (32821.590000 sec): 3 clusters
  Score: Raw -20510209.112660 + Penalty 3929.920712 = -20506279.191948
  nChanged 6
		SP:Iteration 23Q (32822.660000 sec): 3 clusters
  Score: Raw -20510216.060510 + Penalty 3929.920712 = -20506286.139798
  nChanged 9
		SP:Iteration 24Q (32823.780000 sec): 3 clusters
  Score: Raw -20510225.627466 + Penalty 3929.920712 = -20506295.706754
  nChanged 7
		SP:Iteration 25Q (32824.950000 sec): 3 clusters
  Score: Raw -20510231.619447 + Penalty 3929.920712 = -20506301.698735
  nChanged 4
		SP:Iteration 26Q (32826.160000 sec): 3 clusters
  Score: Raw -20510234.933928 + Penalty 3929.920712 = -20506305.013216
  nChanged 3
		SP:Iteration 27Q (32827.290000 sec): 3 clusters
  Score: Raw -20510238.615291 + Penalty 3929.920712 = -20506308.694579
  nChanged 2
		SP:Iteration 28Q (32828.410000 sec): 3 clusters
  Score: Raw -20510241.402546 + Penalty 3929.920712 = -20506311.481834
  nChanged 3
		SP:Iteration 29Q (32829.560000 sec): 3 clusters
  Score: Raw -20510243.249046 + Penalty 3929.920712 = -20506313.328334
  nChanged 0
		SP:Iteration 30F (32830.840000 sec): 3 clusters
  Score: Raw -20510243.249046 + Penalty 3929.920712 = -20506313.328334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32831.160000 sec): 2 clusters
  Score: Raw -1257792.770249 + Penalty 1510.594712 = -1256282.175537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32831.330000 sec): 3 clusters
  Score: Raw -1251536.659089 + Penalty 3021.189424 = -1248515.469665
  nChanged 4717
		SP:Iteration 1F (32831.520000 sec): 3 clusters
  Score: Raw -1254135.868375 + Penalty 3021.189424 = -1251114.678951
  nChanged 580
		SP:Iteration 2F (32831.760000 sec): 3 clusters
  Score: Raw -1254347.296702 + Penalty 3021.189424 = -1251326.107278
  nChanged 453
		SP:Iteration 3Q (32831.960000 sec): 3 clusters
  Score: Raw -1254497.820544 + Penalty 3021.189424 = -1251476.631120
  nChanged 381
		SP:Iteration 4Q (32832.190000 sec): 3 clusters
  Score: Raw -1254608.199636 + Penalty 3021.189424 = -1251587.010212
  nChanged 310
		SP:Iteration 5Q (32832.430000 sec): 3 clusters
  Score: Raw -1254705.300509 + Penalty 3021.189424 = -1251684.111085
  nChanged 324
		SP:Iteration 6Q (32832.670000 sec): 3 clusters
  Score: Raw -1254832.991931 + Penalty 3021.189424 = -1251811.802508
  nChanged 375
		SP:Iteration 7Q (32832.930000 sec): 3 clusters
  Score: Raw -1255011.667282 + Penalty 3021.189424 = -1251990.477858
  nChanged 464
		SP:Iteration 8Q (32833.110000 sec): 3 clusters
  Score: Raw -1255261.951776 + Penalty 3021.189424 = -1252240.762352
  nChanged 497
		SP:Iteration 9Q (32833.350000 sec): 3 clusters
  Score: Raw -1255554.818686 + Penalty 3021.189424 = -1252533.629262
  nChanged 560
		SP:Iteration 10F (32833.570000 sec): 3 clusters
  Score: Raw -1255940.619336 + Penalty 3021.189424 = -1252919.429912
  nChanged 564
		SP:Iteration 11F (32833.790000 sec): 3 clusters
  Score: Raw -1256375.076323 + Penalty 3021.189424 = -1253353.886899
  nChanged 528
		SP:Iteration 12Q (32834.000000 sec): 3 clusters
  Score: Raw -1256815.010044 + Penalty 3021.189424 = -1253793.820621
  nChanged 406
		SP:Iteration 13Q (32834.270000 sec): 3 clusters
  Score: Raw -1257151.643526 + Penalty 3021.189424 = -1254130.454103
  nChanged 300
		SP:Iteration 14Q (32834.500000 sec): 3 clusters
  Score: Raw -1257400.163158 + Penalty 3021.189424 = -1254378.973735
  nChanged 217
		SP:Iteration 15Q (32834.720000 sec): 3 clusters
  Score: Raw -1257580.609088 + Penalty 3021.189424 = -1254559.419664
  nChanged 158
		SP:Iteration 16Q (32834.900000 sec): 3 clusters
  Score: Raw -1257699.914819 + Penalty 3021.189424 = -1254678.725395
  nChanged 115
		SP:Iteration 17Q (32835.170000 sec): 3 clusters
  Score: Raw -1257789.333816 + Penalty 3021.189424 = -1254768.144392
  nChanged 69
		SP:Iteration 18Q (32835.350000 sec): 3 clusters
  Score: Raw -1257842.456719 + Penalty 3021.189424 = -1254821.267296
  nChanged 48
		SP:Iteration 19Q (32835.590000 sec): 3 clusters
  Score: Raw -1257878.718360 + Penalty 3021.189424 = -1254857.528936
  nChanged 35
		SP:Iteration 20F (32835.740000 sec): 3 clusters
  Score: Raw -1257906.105958 + Penalty 3021.189424 = -1254884.916534
  nChanged 26
		SP:Iteration 21Q (32835.910000 sec): 3 clusters
  Score: Raw -1257924.957618 + Penalty 3021.189424 = -1254903.768195
  nChanged 14
		SP:Iteration 22Q (32836.120000 sec): 3 clusters
  Score: Raw -1257935.734346 + Penalty 3021.189424 = -1254914.544922
  nChanged 9
		SP:Iteration 23Q (32836.370000 sec): 3 clusters
  Score: Raw -1257941.683984 + Penalty 3021.189424 = -1254920.494560
  nChanged 6
		SP:Iteration 24Q (32836.590000 sec): 3 clusters
  Score: Raw -1257944.422012 + Penalty 3021.189424 = -1254923.232588
  nChanged 7
		SP:Iteration 25Q (32836.790000 sec): 3 clusters
  Score: Raw -1257949.557561 + Penalty 3021.189424 = -1254928.368137
  nChanged 9
		SP:Iteration 26Q (32837.010000 sec): 3 clusters
  Score: Raw -1257956.023315 + Penalty 3021.189424 = -1254934.833891
  nChanged 7
		SP:Iteration 27Q (32837.260000 sec): 3 clusters
  Score: Raw -1257961.955030 + Penalty 3021.189424 = -1254940.765607
  nChanged 8
		SP:Iteration 28Q (32837.450000 sec): 3 clusters
  Score: Raw -1257970.871891 + Penalty 3021.189424 = -1254949.682467
  nChanged 9
		SP:Iteration 29Q (32837.670000 sec): 3 clusters
  Score: Raw -1257977.676649 + Penalty 3021.189424 = -1254956.487225
  nChanged 5
		SP:Iteration 30Q (32837.910000 sec): 3 clusters
  Score: Raw -1257980.740640 + Penalty 3021.189424 = -1254959.551216
  nChanged 1
		SP:Iteration 31Q (32838.170000 sec): 3 clusters
  Score: Raw -1257981.786229 + Penalty 3021.189424 = -1254960.596805
  nChanged 2
		SP:Iteration 32Q (32838.380000 sec): 3 clusters
  Score: Raw -1257983.519725 + Penalty 3021.189424 = -1254962.330301
  nChanged 2
		SP:Iteration 33Q (32838.610000 sec): 3 clusters
  Score: Raw -1257986.723960 + Penalty 3021.189424 = -1254965.534536
  nChanged 3
		SP:Iteration 34Q (32838.770000 sec): 3 clusters
  Score: Raw -1257988.095759 + Penalty 3021.189424 = -1254966.906336
  nChanged 1
		SP:Iteration 35Q (32839.010000 sec): 3 clusters
  Score: Raw -1257989.669139 + Penalty 3021.189424 = -1254968.479715
  nChanged 2
		SP:Iteration 36Q (32839.190000 sec): 3 clusters
  Score: Raw -1257990.427977 + Penalty 3021.189424 = -1254969.238553
  nChanged 0
		SP:Iteration 37F (32839.400000 sec): 3 clusters
  Score: Raw -1257990.427977 + Penalty 3021.189424 = -1254969.238553
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32839.490000 sec): 2 clusters
  Score: Raw -416542.297482 + Penalty 1347.376308 = -415194.921174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32839.650000 sec): 3 clusters
  Score: Raw -414549.699520 + Penalty 2694.752616 = -411854.946904
  nChanged 1570
		SP:Iteration 1F (32839.850000 sec): 3 clusters
  Score: Raw -415593.138459 + Penalty 2694.752616 = -412898.385843
  nChanged 333
		SP:Iteration 2F (32840.070000 sec): 3 clusters
  Score: Raw -415848.612821 + Penalty 2694.752616 = -413153.860205
  nChanged 243
		SP:Iteration 3F (32840.270000 sec): 3 clusters
  Score: Raw -416052.499220 + Penalty 2694.752616 = -413357.746604
  nChanged 231
		SP:Iteration 4F (32840.480000 sec): 3 clusters
  Score: Raw -416273.044456 + Penalty 2694.752616 = -413578.291841
  nChanged 221
		SP:Iteration 5F (32840.620000 sec): 3 clusters
  Score: Raw -416529.506024 + Penalty 2694.752616 = -413834.753408
  nChanged 220
		SP:Iteration 6F (32840.810000 sec): 3 clusters
  Score: Raw -416813.343515 + Penalty 2694.752616 = -414118.590900
  nChanged 216
		SP:Iteration 7F (32840.950000 sec): 3 clusters
  Score: Raw -417022.973333 + Penalty 2694.752616 = -414328.220718
  nChanged 164
		SP:Iteration 8Q (32841.100000 sec): 3 clusters
  Score: Raw -417144.046372 + Penalty 2694.752616 = -414449.293756
  nChanged 114
		SP:Iteration 9Q (32841.280000 sec): 3 clusters
  Score: Raw -417216.514139 + Penalty 2694.752616 = -414521.761524
  nChanged 89
		SP:Iteration 10Q (32841.420000 sec): 3 clusters
  Score: Raw -417274.476587 + Penalty 2694.752616 = -414579.723971
  nChanged 70
		SP:Iteration 11Q (32841.600000 sec): 3 clusters
  Score: Raw -417309.999257 + Penalty 2694.752616 = -414615.246642
  nChanged 59
		SP:Iteration 12Q (32841.800000 sec): 3 clusters
  Score: Raw -417330.911837 + Penalty 2694.752616 = -414636.159221
  nChanged 38
		SP:Iteration 13Q (32841.980000 sec): 3 clusters
  Score: Raw -417341.913084 + Penalty 2694.752616 = -414647.160468
  nChanged 24
		SP:Iteration 14Q (32842.160000 sec): 3 clusters
  Score: Raw -417348.420014 + Penalty 2694.752616 = -414653.667398
  nChanged 14
		SP:Iteration 15Q (32842.380000 sec): 3 clusters
  Score: Raw -417351.126233 + Penalty 2694.752616 = -414656.373618
  nChanged 13
		SP:Iteration 16Q (32842.580000 sec): 3 clusters
  Score: Raw -417353.756297 + Penalty 2694.752616 = -414659.003681
  nChanged 12
		SP:Iteration 17Q (32842.750000 sec): 3 clusters
  Score: Raw -417356.486255 + Penalty 2694.752616 = -414661.733639
  nChanged 11
		SP:Iteration 18Q (32842.930000 sec): 3 clusters
  Score: Raw -417358.202554 + Penalty 2694.752616 = -414663.449938
  nChanged 8
		SP:Iteration 19Q (32843.100000 sec): 3 clusters
  Score: Raw -417360.686332 + Penalty 2694.752616 = -414665.933717
  nChanged 15
		SP:Iteration 20F (32843.290000 sec): 3 clusters
  Score: Raw -417364.570319 + Penalty 2694.752616 = -414669.817703
  nChanged 12
		SP:Iteration 21Q (32843.440000 sec): 3 clusters
  Score: Raw -417366.575108 + Penalty 2694.752616 = -414671.822492
  nChanged 11
		SP:Iteration 22Q (32843.630000 sec): 3 clusters
  Score: Raw -417369.172790 + Penalty 2694.752616 = -414674.420174
  nChanged 11
		SP:Iteration 23Q (32843.790000 sec): 3 clusters
  Score: Raw -417372.009599 + Penalty 2694.752616 = -414677.256983
  nChanged 9
		SP:Iteration 24Q (32844.000000 sec): 3 clusters
  Score: Raw -417373.967004 + Penalty 2694.752616 = -414679.214389
  nChanged 12
		SP:Iteration 25Q (32844.190000 sec): 3 clusters
  Score: Raw -417377.287656 + Penalty 2694.752616 = -414682.535040
  nChanged 14
		SP:Iteration 26Q (32844.370000 sec): 3 clusters
  Score: Raw -417380.721860 + Penalty 2694.752616 = -414685.969245
  nChanged 13
		SP:Iteration 27Q (32844.570000 sec): 3 clusters
  Score: Raw -417383.347881 + Penalty 2694.752616 = -414688.595265
  nChanged 7
		SP:Iteration 28Q (32844.750000 sec): 3 clusters
  Score: Raw -417385.012374 + Penalty 2694.752616 = -414690.259758
  nChanged 8
		SP:Iteration 29Q (32844.950000 sec): 3 clusters
  Score: Raw -417386.810335 + Penalty 2694.752616 = -414692.057719
  nChanged 8
		SP:Iteration 30Q (32845.140000 sec): 3 clusters
  Score: Raw -417388.104313 + Penalty 2694.752616 = -414693.351698
  nChanged 6
		SP:Iteration 31Q (32845.360000 sec): 3 clusters
  Score: Raw -417389.833313 + Penalty 2694.752616 = -414695.080698
  nChanged 7
		SP:Iteration 32Q (32845.520000 sec): 3 clusters
  Score: Raw -417391.824343 + Penalty 2694.752616 = -414697.071727
  nChanged 12
		SP:Iteration 33Q (32845.690000 sec): 3 clusters
  Score: Raw -417394.873537 + Penalty 2694.752616 = -414700.120922
  nChanged 11
		SP:Iteration 34Q (32845.900000 sec): 3 clusters
  Score: Raw -417397.421340 + Penalty 2694.752616 = -414702.668724
  nChanged 3
		SP:Iteration 35Q (32846.060000 sec): 3 clusters
  Score: Raw -417398.211039 + Penalty 2694.752616 = -414703.458424
  nChanged 5
		SP:Iteration 36Q (32846.270000 sec): 3 clusters
  Score: Raw -417399.401640 + Penalty 2694.752616 = -414704.649025
  nChanged 7
		SP:Iteration 37Q (32846.440000 sec): 3 clusters
  Score: Raw -417400.412845 + Penalty 2694.752616 = -414705.660229
  nChanged 6
		SP:Iteration 38Q (32846.620000 sec): 3 clusters
  Score: Raw -417401.597555 + Penalty 2694.752616 = -414706.844939
  nChanged 3
		SP:Iteration 39Q (32846.860000 sec): 3 clusters
  Score: Raw -417402.134444 + Penalty 2694.752616 = -414707.381828
  nChanged 3
		SP:Iteration 40F (32847.030000 sec): 3 clusters
  Score: Raw -417403.240963 + Penalty 2694.752616 = -414708.488347
  nChanged 5
		SP:Iteration 41Q (32847.220000 sec): 3 clusters
  Score: Raw -417404.518550 + Penalty 2694.752616 = -414709.765935
  nChanged 4
		SP:Iteration 42Q (32847.390000 sec): 3 clusters
  Score: Raw -417404.941529 + Penalty 2694.752616 = -414710.188913
  nChanged 4
		SP:Iteration 43Q (32847.570000 sec): 3 clusters
  Score: Raw -417405.446247 + Penalty 2694.752616 = -414710.693631
  nChanged 4
		SP:Iteration 44Q (32847.780000 sec): 3 clusters
  Score: Raw -417405.981036 + Penalty 2694.752616 = -414711.228420
  nChanged 0
		SP:Iteration 45F (32847.920000 sec): 3 clusters
  Score: Raw -417405.981036 + Penalty 2694.752616 = -414711.228420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32848.140000 sec): 2 clusters
  Score: Raw -1994075.521542 + Penalty 1608.191591 = -1992467.329951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32848.460000 sec): 3 clusters
  Score: Raw -1982205.178156 + Penalty 3216.383182 = -1978988.794974
  nChanged 8897
		SP:Iteration 1F (32848.740000 sec): 3 clusters
  Score: Raw -1987191.132542 + Penalty 3216.383182 = -1983974.749360
  nChanged 1183
		SP:Iteration 2F (32848.990000 sec): 3 clusters
  Score: Raw -1987760.625857 + Penalty 3216.383182 = -1984544.242675
  nChanged 1136
		SP:Iteration 3F (32849.280000 sec): 3 clusters
  Score: Raw -1988377.085618 + Penalty 3216.383182 = -1985160.702435
  nChanged 1183
		SP:Iteration 4F (32849.570000 sec): 3 clusters
  Score: Raw -1989145.615169 + Penalty 3216.383182 = -1985929.231987
  nChanged 1265
		SP:Iteration 5F (32849.830000 sec): 3 clusters
  Score: Raw -1989996.386080 + Penalty 3216.383182 = -1986780.002897
  nChanged 1245
		SP:Iteration 6F (32850.170000 sec): 3 clusters
  Score: Raw -1990832.004118 + Penalty 3216.383182 = -1987615.620936
  nChanged 1173
		SP:Iteration 7F (32850.460000 sec): 3 clusters
  Score: Raw -1991636.659144 + Penalty 3216.383182 = -1988420.275962
  nChanged 1009
		SP:Iteration 8F (32850.780000 sec): 3 clusters
  Score: Raw -1992325.052502 + Penalty 3216.383182 = -1989108.669320
  nChanged 868
		SP:Iteration 9Q (32851.100000 sec): 3 clusters
  Score: Raw -1992893.085702 + Penalty 3216.383182 = -1989676.702520
  nChanged 688
		SP:Iteration 10Q (32851.400000 sec): 3 clusters
  Score: Raw -1993301.943940 + Penalty 3216.383182 = -1990085.560758
  nChanged 559
		SP:Iteration 11Q (32851.680000 sec): 3 clusters
  Score: Raw -1993639.033898 + Penalty 3216.383182 = -1990422.650716
  nChanged 451
		SP:Iteration 12Q (32851.960000 sec): 3 clusters
  Score: Raw -1993917.279222 + Penalty 3216.383182 = -1990700.896039
  nChanged 350
		SP:Iteration 13Q (32852.240000 sec): 3 clusters
  Score: Raw -1994131.831517 + Penalty 3216.383182 = -1990915.448335
  nChanged 251
		SP:Iteration 14Q (32852.550000 sec): 3 clusters
  Score: Raw -1994276.786067 + Penalty 3216.383182 = -1991060.402885
  nChanged 196
		SP:Iteration 15Q (32852.890000 sec): 3 clusters
  Score: Raw -1994391.544258 + Penalty 3216.383182 = -1991175.161076
  nChanged 140
		SP:Iteration 16Q (32853.150000 sec): 3 clusters
  Score: Raw -1994477.439238 + Penalty 3216.383182 = -1991261.056056
  nChanged 96
		SP:Iteration 17Q (32853.390000 sec): 3 clusters
  Score: Raw -1994538.281179 + Penalty 3216.383182 = -1991321.897997
  nChanged 75
		SP:Iteration 18Q (32853.720000 sec): 3 clusters
  Score: Raw -1994593.353181 + Penalty 3216.383182 = -1991376.969999
  nChanged 62
		SP:Iteration 19Q (32854.010000 sec): 3 clusters
  Score: Raw -1994635.202285 + Penalty 3216.383182 = -1991418.819103
  nChanged 45
		SP:Iteration 20F (32854.310000 sec): 3 clusters
  Score: Raw -1994661.883330 + Penalty 3216.383182 = -1991445.500148
  nChanged 28
		SP:Iteration 21Q (32854.590000 sec): 3 clusters
  Score: Raw -1994674.879351 + Penalty 3216.383182 = -1991458.496169
  nChanged 26
		SP:Iteration 22Q (32854.840000 sec): 3 clusters
  Score: Raw -1994687.675376 + Penalty 3216.383182 = -1991471.292194
  nChanged 26
		SP:Iteration 23Q (32855.120000 sec): 3 clusters
  Score: Raw -1994702.703190 + Penalty 3216.383182 = -1991486.320008
  nChanged 27
		SP:Iteration 24Q (32855.380000 sec): 3 clusters
  Score: Raw -1994716.334301 + Penalty 3216.383182 = -1991499.951119
  nChanged 21
		SP:Iteration 25Q (32855.640000 sec): 3 clusters
  Score: Raw -1994729.526725 + Penalty 3216.383182 = -1991513.143543
  nChanged 17
		SP:Iteration 26Q (32855.930000 sec): 3 clusters
  Score: Raw -1994741.811048 + Penalty 3216.383182 = -1991525.427866
  nChanged 14
		SP:Iteration 27Q (32856.180000 sec): 3 clusters
  Score: Raw -1994750.240249 + Penalty 3216.383182 = -1991533.857067
  nChanged 21
		SP:Iteration 28Q (32856.500000 sec): 3 clusters
  Score: Raw -1994761.383368 + Penalty 3216.383182 = -1991545.000186
  nChanged 14
		SP:Iteration 29Q (32856.760000 sec): 3 clusters
  Score: Raw -1994771.487354 + Penalty 3216.383182 = -1991555.104172
  nChanged 15
		SP:Iteration 30Q (32857.050000 sec): 3 clusters
  Score: Raw -1994778.839607 + Penalty 3216.383182 = -1991562.456425
  nChanged 10
		SP:Iteration 31Q (32857.290000 sec): 3 clusters
  Score: Raw -1994782.425886 + Penalty 3216.383182 = -1991566.042704
  nChanged 4
		SP:Iteration 32Q (32857.610000 sec): 3 clusters
  Score: Raw -1994783.929041 + Penalty 3216.383182 = -1991567.545859
  nChanged 5
		SP:Iteration 33Q (32857.900000 sec): 3 clusters
  Score: Raw -1994785.522922 + Penalty 3216.383182 = -1991569.139740
  nChanged 2
		SP:Iteration 34Q (32858.180000 sec): 3 clusters
  Score: Raw -1994786.233382 + Penalty 3216.383182 = -1991569.850200
  nChanged 3
		SP:Iteration 35Q (32858.420000 sec): 3 clusters
  Score: Raw -1994786.527678 + Penalty 3216.383182 = -1991570.144496
  nChanged 2
		SP:Iteration 36Q (32858.670000 sec): 3 clusters
  Score: Raw -1994786.763086 + Penalty 3216.383182 = -1991570.379904
  nChanged 3
		SP:Iteration 37Q (32858.950000 sec): 3 clusters
  Score: Raw -1994787.216523 + Penalty 3216.383182 = -1991570.833341
  nChanged 0
		SP:Iteration 38F (32859.290000 sec): 3 clusters
  Score: Raw -1994787.216523 + Penalty 3216.383182 = -1991570.833341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32859.390000 sec): 2 clusters
  Score: Raw -416424.603054 + Penalty 1345.162042 = -415079.441012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32859.630000 sec): 3 clusters
  Score: Raw -414488.796063 + Penalty 2690.324084 = -411798.471979
  nChanged 1558
		SP:Iteration 1F (32859.800000 sec): 3 clusters
  Score: Raw -415431.889038 + Penalty 2690.324084 = -412741.564954
  nChanged 326
		SP:Iteration 2F (32860.020000 sec): 3 clusters
  Score: Raw -415691.620378 + Penalty 2690.324084 = -413001.296294
  nChanged 289
		SP:Iteration 3F (32860.200000 sec): 3 clusters
  Score: Raw -415978.372279 + Penalty 2690.324084 = -413288.048195
  nChanged 289
		SP:Iteration 4F (32860.400000 sec): 3 clusters
  Score: Raw -416260.877402 + Penalty 2690.324084 = -413570.553318
  nChanged 269
		SP:Iteration 5F (32860.590000 sec): 3 clusters
  Score: Raw -416571.196672 + Penalty 2690.324084 = -413880.872588
  nChanged 269
		SP:Iteration 6F (32860.740000 sec): 3 clusters
  Score: Raw -416874.013284 + Penalty 2690.324084 = -414183.689200
  nChanged 238
		SP:Iteration 7F (32860.900000 sec): 3 clusters
  Score: Raw -417098.691069 + Penalty 2690.324084 = -414408.366985
  nChanged 170
		SP:Iteration 8Q (32861.070000 sec): 3 clusters
  Score: Raw -417217.437576 + Penalty 2690.324084 = -414527.113492
  nChanged 106
		SP:Iteration 9Q (32861.210000 sec): 3 clusters
  Score: Raw -417283.329355 + Penalty 2690.324084 = -414593.005271
  nChanged 70
		SP:Iteration 10Q (32861.370000 sec): 3 clusters
  Score: Raw -417320.374018 + Penalty 2690.324084 = -414630.049934
  nChanged 52
		SP:Iteration 11Q (32861.550000 sec): 3 clusters
  Score: Raw -417342.442985 + Penalty 2690.324084 = -414652.118901
  nChanged 25
		SP:Iteration 12Q (32861.710000 sec): 3 clusters
  Score: Raw -417353.626204 + Penalty 2690.324084 = -414663.302120
  nChanged 24
		SP:Iteration 13Q (32861.910000 sec): 3 clusters
  Score: Raw -417364.114241 + Penalty 2690.324084 = -414673.790157
  nChanged 18
		SP:Iteration 14Q (32862.110000 sec): 3 clusters
  Score: Raw -417369.902429 + Penalty 2690.324084 = -414679.578345
  nChanged 16
		SP:Iteration 15Q (32862.320000 sec): 3 clusters
  Score: Raw -417373.841263 + Penalty 2690.324084 = -414683.517180
  nChanged 5
		SP:Iteration 16Q (32862.500000 sec): 3 clusters
  Score: Raw -417375.166541 + Penalty 2690.324084 = -414684.842458
  nChanged 6
		SP:Iteration 17Q (32862.670000 sec): 3 clusters
  Score: Raw -417376.501260 + Penalty 2690.324084 = -414686.177176
  nChanged 1
		SP:Iteration 18Q (32862.870000 sec): 3 clusters
  Score: Raw -417376.955079 + Penalty 2690.324084 = -414686.630995
  nChanged 2
		SP:Iteration 19Q (32863.090000 sec): 3 clusters
  Score: Raw -417377.240853 + Penalty 2690.324084 = -414686.916769
  nChanged 1
		SP:Iteration 20F (32863.260000 sec): 3 clusters
  Score: Raw -417377.693304 + Penalty 2690.324084 = -414687.369220
  nChanged 3
		SP:Iteration 21Q (32863.450000 sec): 3 clusters
  Score: Raw -417378.579482 + Penalty 2690.324084 = -414688.255398
  nChanged 2
		SP:Iteration 22Q (32863.630000 sec): 3 clusters
  Score: Raw -417378.957413 + Penalty 2690.324084 = -414688.633329
  nChanged 1
		SP:Iteration 23Q (32863.810000 sec): 3 clusters
  Score: Raw -417379.135200 + Penalty 2690.324084 = -414688.811116
  nChanged 0
		SP:Iteration 24F (32864.000000 sec): 3 clusters
  Score: Raw -417379.135200 + Penalty 2690.324084 = -414688.811116
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32864.140000 sec): 2 clusters
  Score: Raw -955942.309938 + Penalty 1475.704136 = -954466.605802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32864.360000 sec): 3 clusters
  Score: Raw -951054.157004 + Penalty 2951.408271 = -948102.748733
  nChanged 3774
		SP:Iteration 1F (32864.590000 sec): 3 clusters
  Score: Raw -953271.520222 + Penalty 2951.408271 = -950320.111951
  nChanged 721
		SP:Iteration 2F (32864.820000 sec): 3 clusters
  Score: Raw -953716.774935 + Penalty 2951.408271 = -950765.366664
  nChanged 620
		SP:Iteration 3F (32865.040000 sec): 3 clusters
  Score: Raw -954130.880236 + Penalty 2951.408271 = -951179.471965
  nChanged 546
		SP:Iteration 4F (32865.260000 sec): 3 clusters
  Score: Raw -954505.583300 + Penalty 2951.408271 = -951554.175029
  nChanged 476
		SP:Iteration 5F (32865.430000 sec): 3 clusters
  Score: Raw -954823.154196 + Penalty 2951.408271 = -951871.745925
  nChanged 439
		SP:Iteration 6Q (32865.610000 sec): 3 clusters
  Score: Raw -955130.373254 + Penalty 2951.408271 = -952178.964983
  nChanged 385
		SP:Iteration 7Q (32865.840000 sec): 3 clusters
  Score: Raw -955364.735499 + Penalty 2951.408271 = -952413.327228
  nChanged 301
		SP:Iteration 8Q (32866.030000 sec): 3 clusters
  Score: Raw -955513.782346 + Penalty 2951.408271 = -952562.374075
  nChanged 228
		SP:Iteration 9Q (32866.220000 sec): 3 clusters
  Score: Raw -955605.413486 + Penalty 2951.408271 = -952654.005214
  nChanged 166
		SP:Iteration 10Q (32866.450000 sec): 3 clusters
  Score: Raw -955659.718080 + Penalty 2951.408271 = -952708.309809
  nChanged 118
		SP:Iteration 11Q (32866.660000 sec): 3 clusters
  Score: Raw -955697.930318 + Penalty 2951.408271 = -952746.522047
  nChanged 119
		SP:Iteration 12Q (32866.920000 sec): 3 clusters
  Score: Raw -955738.753204 + Penalty 2951.408271 = -952787.344933
  nChanged 120
		SP:Iteration 13Q (32867.150000 sec): 3 clusters
  Score: Raw -955780.290710 + Penalty 2951.408271 = -952828.882439
  nChanged 106
		SP:Iteration 14Q (32867.340000 sec): 3 clusters
  Score: Raw -955813.571478 + Penalty 2951.408271 = -952862.163207
  nChanged 85
		SP:Iteration 15Q (32867.560000 sec): 3 clusters
  Score: Raw -955843.660454 + Penalty 2951.408271 = -952892.252183
  nChanged 78
		SP:Iteration 16Q (32867.750000 sec): 3 clusters
  Score: Raw -955866.699280 + Penalty 2951.408271 = -952915.291009
  nChanged 71
		SP:Iteration 17Q (32868.000000 sec): 3 clusters
  Score: Raw -955888.516334 + Penalty 2951.408271 = -952937.108063
  nChanged 81
		SP:Iteration 18Q (32868.220000 sec): 3 clusters
  Score: Raw -955913.220547 + Penalty 2951.408271 = -952961.812276
  nChanged 75
		SP:Iteration 19Q (32868.440000 sec): 3 clusters
  Score: Raw -955933.854494 + Penalty 2951.408271 = -952982.446223
  nChanged 78
		SP:Iteration 20F (32868.640000 sec): 3 clusters
  Score: Raw -955956.624412 + Penalty 2951.408271 = -953005.216141
  nChanged 66
		SP:Iteration 21Q (32868.870000 sec): 3 clusters
  Score: Raw -955975.113237 + Penalty 2951.408271 = -953023.704966
  nChanged 57
		SP:Iteration 22Q (32869.030000 sec): 3 clusters
  Score: Raw -955989.725186 + Penalty 2951.408271 = -953038.316915
  nChanged 52
		SP:Iteration 23Q (32869.230000 sec): 3 clusters
  Score: Raw -956002.900495 + Penalty 2951.408271 = -953051.492224
  nChanged 46
		SP:Iteration 24Q (32869.430000 sec): 3 clusters
  Score: Raw -956011.676358 + Penalty 2951.408271 = -953060.268087
  nChanged 36
		SP:Iteration 25Q (32869.580000 sec): 3 clusters
  Score: Raw -956019.585456 + Penalty 2951.408271 = -953068.177185
  nChanged 37
		SP:Iteration 26Q (32869.730000 sec): 3 clusters
  Score: Raw -956027.703359 + Penalty 2951.408271 = -953076.295088
  nChanged 45
		SP:Iteration 27Q (32869.960000 sec): 3 clusters
  Score: Raw -956037.180013 + Penalty 2951.408271 = -953085.771742
  nChanged 40
		SP:Iteration 28Q (32870.130000 sec): 3 clusters
  Score: Raw -956045.522255 + Penalty 2951.408271 = -953094.113984
  nChanged 43
		SP:Iteration 29Q (32870.360000 sec): 3 clusters
  Score: Raw -956053.557876 + Penalty 2951.408271 = -953102.149605
  nChanged 37
		SP:Iteration 30Q (32870.560000 sec): 3 clusters
  Score: Raw -956060.971796 + Penalty 2951.408271 = -953109.563525
  nChanged 42
		SP:Iteration 31Q (32870.770000 sec): 3 clusters
  Score: Raw -956068.534453 + Penalty 2951.408271 = -953117.126182
  nChanged 31
		SP:Iteration 32Q (32871.000000 sec): 3 clusters
  Score: Raw -956073.428603 + Penalty 2951.408271 = -953122.020332
  nChanged 21
		SP:Iteration 33Q (32871.210000 sec): 3 clusters
  Score: Raw -956077.734932 + Penalty 2951.408271 = -953126.326661
  nChanged 19
		SP:Iteration 34Q (32871.440000 sec): 3 clusters
  Score: Raw -956081.090201 + Penalty 2951.408271 = -953129.681930
  nChanged 16
		SP:Iteration 35Q (32871.590000 sec): 3 clusters
  Score: Raw -956083.977913 + Penalty 2951.408271 = -953132.569642
  nChanged 19
		SP:Iteration 36Q (32871.850000 sec): 3 clusters
  Score: Raw -956087.059062 + Penalty 2951.408271 = -953135.650791
  nChanged 18
		SP:Iteration 37Q (32872.050000 sec): 3 clusters
  Score: Raw -956090.201167 + Penalty 2951.408271 = -953138.792896
  nChanged 16
		SP:Iteration 38Q (32872.240000 sec): 3 clusters
  Score: Raw -956093.010623 + Penalty 2951.408271 = -953141.602351
  nChanged 12
		SP:Iteration 39Q (32872.470000 sec): 3 clusters
  Score: Raw -956094.821203 + Penalty 2951.408271 = -953143.412932
  nChanged 11
		SP:Iteration 40F (32872.710000 sec): 3 clusters
  Score: Raw -956097.274623 + Penalty 2951.408271 = -953145.866352
  nChanged 14
		SP:Iteration 41Q (32872.930000 sec): 3 clusters
  Score: Raw -956098.505223 + Penalty 2951.408271 = -953147.096952
  nChanged 4
		SP:Iteration 42Q (32873.110000 sec): 3 clusters
  Score: Raw -956098.875869 + Penalty 2951.408271 = -953147.467598
  nChanged 2
		SP:Iteration 43Q (32873.290000 sec): 3 clusters
  Score: Raw -956099.240949 + Penalty 2951.408271 = -953147.832678
  nChanged 1
		SP:Iteration 44Q (32873.520000 sec): 3 clusters
  Score: Raw -956099.274944 + Penalty 2951.408271 = -953147.866673
  nChanged 1
		SP:Iteration 45Q (32873.730000 sec): 3 clusters
  Score: Raw -956099.295654 + Penalty 2951.408271 = -953147.887383
  nChanged 0
		SP:Iteration 46F (32873.920000 sec): 3 clusters
  Score: Raw -956099.295654 + Penalty 2951.408271 = -953147.887383
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32874.080000 sec): 2 clusters
  Score: Raw -425349.856559 + Penalty 1364.044694 = -423985.811865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32874.220000 sec): 3 clusters
  Score: Raw -423126.615512 + Penalty 2728.089388 = -420398.526124
  nChanged 1806
		SP:Iteration 1F (32874.370000 sec): 3 clusters
  Score: Raw -424452.966178 + Penalty 2728.089388 = -421724.876790
  nChanged 473
		SP:Iteration 2F (32874.560000 sec): 3 clusters
  Score: Raw -425050.583584 + Penalty 2728.089388 = -422322.494196
  nChanged 433
		SP:Iteration 3F (32874.730000 sec): 3 clusters
  Score: Raw -425580.007779 + Penalty 2728.089388 = -422851.918391
  nChanged 340
		SP:Iteration 4F (32874.960000 sec): 3 clusters
  Score: Raw -425932.901986 + Penalty 2728.089388 = -423204.812598
  nChanged 227
		SP:Iteration 5F (32875.110000 sec): 3 clusters
  Score: Raw -426148.773264 + Penalty 2728.089388 = -423420.683876
  nChanged 171
		SP:Iteration 6Q (32875.300000 sec): 3 clusters
  Score: Raw -426299.776675 + Penalty 2728.089388 = -423571.687287
  nChanged 126
		SP:Iteration 7Q (32875.470000 sec): 3 clusters
  Score: Raw -426403.868529 + Penalty 2728.089388 = -423675.779141
  nChanged 108
		SP:Iteration 8Q (32875.660000 sec): 3 clusters
  Score: Raw -426459.886731 + Penalty 2728.089388 = -423731.797343
  nChanged 59
		SP:Iteration 9Q (32875.860000 sec): 3 clusters
  Score: Raw -426483.716265 + Penalty 2728.089388 = -423755.626877
  nChanged 41
		SP:Iteration 10Q (32876.050000 sec): 3 clusters
  Score: Raw -426498.389201 + Penalty 2728.089388 = -423770.299813
  nChanged 40
		SP:Iteration 11Q (32876.250000 sec): 3 clusters
  Score: Raw -426514.451438 + Penalty 2728.089388 = -423786.362050
  nChanged 31
		SP:Iteration 12Q (32876.420000 sec): 3 clusters
  Score: Raw -426527.699788 + Penalty 2728.089388 = -423799.610400
  nChanged 17
		SP:Iteration 13Q (32876.590000 sec): 3 clusters
  Score: Raw -426532.991521 + Penalty 2728.089388 = -423804.902133
  nChanged 19
		SP:Iteration 14Q (32876.740000 sec): 3 clusters
  Score: Raw -426538.132914 + Penalty 2728.089388 = -423810.043526
  nChanged 15
		SP:Iteration 15Q (32876.930000 sec): 3 clusters
  Score: Raw -426542.152611 + Penalty 2728.089388 = -423814.063223
  nChanged 8
		SP:Iteration 16Q (32877.120000 sec): 3 clusters
  Score: Raw -426543.680118 + Penalty 2728.089388 = -423815.590731
  nChanged 9
		SP:Iteration 17Q (32877.280000 sec): 3 clusters
  Score: Raw -426545.402598 + Penalty 2728.089388 = -423817.313210
  nChanged 8
		SP:Iteration 18Q (32877.460000 sec): 3 clusters
  Score: Raw -426547.130673 + Penalty 2728.089388 = -423819.041285
  nChanged 9
		SP:Iteration 19Q (32877.690000 sec): 3 clusters
  Score: Raw -426549.297761 + Penalty 2728.089388 = -423821.208373
  nChanged 4
		SP:Iteration 20F (32877.880000 sec): 3 clusters
  Score: Raw -426550.062403 + Penalty 2728.089388 = -423821.973015
  nChanged 5
		SP:Iteration 21Q (32878.030000 sec): 3 clusters
  Score: Raw -426551.247444 + Penalty 2728.089388 = -423823.158056
  nChanged 4
		SP:Iteration 22Q (32878.210000 sec): 3 clusters
  Score: Raw -426552.211287 + Penalty 2728.089388 = -423824.121899
  nChanged 2
		SP:Iteration 23Q (32878.430000 sec): 3 clusters
  Score: Raw -426553.034740 + Penalty 2728.089388 = -423824.945352
  nChanged 2
		SP:Iteration 24Q (32878.620000 sec): 3 clusters
  Score: Raw -426553.395948 + Penalty 2728.089388 = -423825.306560
  nChanged 2
		SP:Iteration 25Q (32878.790000 sec): 3 clusters
  Score: Raw -426554.308132 + Penalty 2728.089388 = -423826.218744
  nChanged 2
		SP:Iteration 26Q (32878.970000 sec): 3 clusters
  Score: Raw -426554.506438 + Penalty 2728.089388 = -423826.417050
  nChanged 2
		SP:Iteration 27Q (32879.140000 sec): 3 clusters
  Score: Raw -426554.709279 + Penalty 2728.089388 = -423826.619891
  nChanged 1
		SP:Iteration 28Q (32879.340000 sec): 3 clusters
  Score: Raw -426554.841383 + Penalty 2728.089388 = -423826.751995
  nChanged 1
		SP:Iteration 29Q (32879.510000 sec): 3 clusters
  Score: Raw -426554.899363 + Penalty 2728.089388 = -423826.809975
  nChanged 0
		SP:Iteration 30F (32879.710000 sec): 3 clusters
  Score: Raw -426554.899363 + Penalty 2728.089388 = -423826.809975
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32879.830000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32879.990000 sec): 3 clusters
  Score: Raw -63284.999397 + Penalty 2065.170263 = -61219.829134
  nChanged 141
		SP:Iteration 1F (32880.170000 sec): 3 clusters
  Score: Raw -63469.462823 + Penalty 2065.170263 = -61404.292560
  nChanged 46
		SP:Iteration 2F (32880.370000 sec): 3 clusters
  Score: Raw -63570.848074 + Penalty 2065.170263 = -61505.677811
  nChanged 31
		SP:Iteration 3F (32880.550000 sec): 3 clusters
  Score: Raw -63736.762909 + Penalty 2065.170263 = -61671.592646
  nChanged 23
		SP:Iteration 4Q (32880.700000 sec): 3 clusters
  Score: Raw -63928.651721 + Penalty 2065.170263 = -61863.481458
  nChanged 33
		SP:Iteration 5F (32880.890000 sec): 3 clusters
  Score: Raw -63989.986741 + Penalty 2065.170263 = -61924.816478
  nChanged 29
		SP:Iteration 6F (32881.060000 sec): 3 clusters
  Score: Raw -64042.050994 + Penalty 2065.170263 = -61976.880731
  nChanged 24
		SP:Iteration 7Q (32881.220000 sec): 3 clusters
  Score: Raw -64078.680903 + Penalty 2065.170263 = -62013.510640
  nChanged 17
		SP:Iteration 8Q (32881.390000 sec): 3 clusters
  Score: Raw -64101.822198 + Penalty 2065.170263 = -62036.651935
  nChanged 6
		SP:Iteration 9Q (32881.530000 sec): 3 clusters
  Score: Raw -64110.065545 + Penalty 2065.170263 = -62044.895281
  nChanged 7
		SP:Iteration 10Q (32881.700000 sec): 3 clusters
  Score: Raw -64126.616452 + Penalty 2065.170263 = -62061.446189
  nChanged 8
		SP:Iteration 11Q (32881.880000 sec): 3 clusters
  Score: Raw -64139.051241 + Penalty 2065.170263 = -62073.880977
  nChanged 5
		SP:Iteration 12Q (32882.010000 sec): 3 clusters
  Score: Raw -64148.870060 + Penalty 2065.170263 = -62083.699797
  nChanged 5
		SP:Iteration 13Q (32882.220000 sec): 3 clusters
  Score: Raw -64163.838219 + Penalty 2065.170263 = -62098.667955
  nChanged 6
		SP:Iteration 14Q (32882.400000 sec): 3 clusters
  Score: Raw -64183.020427 + Penalty 2065.170263 = -62117.850164
  nChanged 4
		SP:Iteration 15Q (32882.530000 sec): 3 clusters
  Score: Raw -64191.242518 + Penalty 2065.170263 = -62126.072255
  nChanged 1
		SP:Iteration 16Q (32882.670000 sec): 3 clusters
  Score: Raw -64196.508231 + Penalty 2065.170263 = -62131.337968
  nChanged 0
		SP:Iteration 17F (32882.840000 sec): 3 clusters
  Score: Raw -64196.508231 + Penalty 2065.170263 = -62131.337968
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32882.940000 sec): 2 clusters
  Score: Raw -354471.011291 + Penalty 1312.029260 = -353158.982031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32883.110000 sec): 3 clusters
  Score: Raw -352901.133298 + Penalty 2624.058520 = -350277.074778
  nChanged 1282
		SP:Iteration 1F (32883.310000 sec): 3 clusters
  Score: Raw -353600.657578 + Penalty 2624.058520 = -350976.599058
  nChanged 247
		SP:Iteration 2F (32883.510000 sec): 3 clusters
  Score: Raw -353750.559574 + Penalty 2624.058520 = -351126.501053
  nChanged 176
		SP:Iteration 3F (32883.710000 sec): 3 clusters
  Score: Raw -353871.037632 + Penalty 2624.058520 = -351246.979112
  nChanged 154
		SP:Iteration 4Q (32883.910000 sec): 3 clusters
  Score: Raw -353972.035077 + Penalty 2624.058520 = -351347.976557
  nChanged 148
		SP:Iteration 5Q (32884.060000 sec): 3 clusters
  Score: Raw -354091.022680 + Penalty 2624.058520 = -351466.964160
  nChanged 160
		SP:Iteration 6Q (32884.250000 sec): 3 clusters
  Score: Raw -354229.083324 + Penalty 2624.058520 = -351605.024803
  nChanged 159
		SP:Iteration 7Q (32884.440000 sec): 3 clusters
  Score: Raw -354387.294012 + Penalty 2624.058520 = -351763.235492
  nChanged 157
		SP:Iteration 8Q (32884.610000 sec): 3 clusters
  Score: Raw -354532.383076 + Penalty 2624.058520 = -351908.324556
  nChanged 133
		SP:Iteration 9Q (32884.830000 sec): 3 clusters
  Score: Raw -354621.916695 + Penalty 2624.058520 = -351997.858175
  nChanged 93
		SP:Iteration 10Q (32885.010000 sec): 3 clusters
  Score: Raw -354687.141159 + Penalty 2624.058520 = -352063.082638
  nChanged 75
		SP:Iteration 11Q (32885.200000 sec): 3 clusters
  Score: Raw -354734.968422 + Penalty 2624.058520 = -352110.909902
  nChanged 56
		SP:Iteration 12Q (32885.380000 sec): 3 clusters
  Score: Raw -354764.789465 + Penalty 2624.058520 = -352140.730944
  nChanged 45
		SP:Iteration 13Q (32885.590000 sec): 3 clusters
  Score: Raw -354784.436990 + Penalty 2624.058520 = -352160.378469
  nChanged 30
		SP:Iteration 14Q (32885.790000 sec): 3 clusters
  Score: Raw -354797.192356 + Penalty 2624.058520 = -352173.133836
  nChanged 28
		SP:Iteration 15Q (32885.970000 sec): 3 clusters
  Score: Raw -354810.013448 + Penalty 2624.058520 = -352185.954928
  nChanged 28
		SP:Iteration 16Q (32886.160000 sec): 3 clusters
  Score: Raw -354821.723243 + Penalty 2624.058520 = -352197.664723
  nChanged 21
		SP:Iteration 17Q (32886.320000 sec): 3 clusters
  Score: Raw -354830.700673 + Penalty 2624.058520 = -352206.642153
  nChanged 16
		SP:Iteration 18Q (32886.510000 sec): 3 clusters
  Score: Raw -354838.251600 + Penalty 2624.058520 = -352214.193080
  nChanged 16
		SP:Iteration 19Q (32886.700000 sec): 3 clusters
  Score: Raw -354843.858827 + Penalty 2624.058520 = -352219.800307
  nChanged 11
		SP:Iteration 20F (32886.860000 sec): 3 clusters
  Score: Raw -354847.153410 + Penalty 2624.058520 = -352223.094890
  nChanged 8
		SP:Iteration 21Q (32887.030000 sec): 3 clusters
  Score: Raw -354849.294007 + Penalty 2624.058520 = -352225.235487
  nChanged 11
		SP:Iteration 22Q (32887.220000 sec): 3 clusters
  Score: Raw -354852.515238 + Penalty 2624.058520 = -352228.456718
  nChanged 1
		SP:Iteration 23Q (32887.390000 sec): 3 clusters
  Score: Raw -354852.682638 + Penalty 2624.058520 = -352228.624118
  nChanged 1
		SP:Iteration 24Q (32887.580000 sec): 3 clusters
  Score: Raw -354852.848134 + Penalty 2624.058520 = -352228.789614
  nChanged 3
		SP:Iteration 25Q (32887.760000 sec): 3 clusters
  Score: Raw -354853.784898 + Penalty 2624.058520 = -352229.726377
  nChanged 9
		SP:Iteration 26Q (32887.920000 sec): 3 clusters
  Score: Raw -354856.341730 + Penalty 2624.058520 = -352232.283210
  nChanged 10
		SP:Iteration 27Q (32888.070000 sec): 3 clusters
  Score: Raw -354859.359258 + Penalty 2624.058520 = -352235.300738
  nChanged 7
		SP:Iteration 28Q (32888.290000 sec): 3 clusters
  Score: Raw -354861.692451 + Penalty 2624.058520 = -352237.633931
  nChanged 5
		SP:Iteration 29Q (32888.420000 sec): 3 clusters
  Score: Raw -354863.421997 + Penalty 2624.058520 = -352239.363477
  nChanged 4
		SP:Iteration 30Q (32888.590000 sec): 3 clusters
  Score: Raw -354864.845896 + Penalty 2624.058520 = -352240.787376
  nChanged 5
		SP:Iteration 31Q (32888.750000 sec): 3 clusters
  Score: Raw -354866.565008 + Penalty 2624.058520 = -352242.506488
  nChanged 2
		SP:Iteration 32Q (32888.930000 sec): 3 clusters
  Score: Raw -354867.179554 + Penalty 2624.058520 = -352243.121034
  nChanged 1
		SP:Iteration 33Q (32889.130000 sec): 3 clusters
  Score: Raw -354867.509572 + Penalty 2624.058520 = -352243.451052
  nChanged 2
		SP:Iteration 34Q (32889.310000 sec): 3 clusters
  Score: Raw -354868.025729 + Penalty 2624.058520 = -352243.967209
  nChanged 2
		SP:Iteration 35Q (32889.440000 sec): 3 clusters
  Score: Raw -354868.565979 + Penalty 2624.058520 = -352244.507459
  nChanged 2
		SP:Iteration 36Q (32889.600000 sec): 3 clusters
  Score: Raw -354869.222139 + Penalty 2624.058520 = -352245.163619
  nChanged 2
		SP:Iteration 37Q (32889.800000 sec): 3 clusters
  Score: Raw -354870.935687 + Penalty 2624.058520 = -352246.877167
  nChanged 5
		SP:Iteration 38Q (32889.980000 sec): 3 clusters
  Score: Raw -354873.120701 + Penalty 2624.058520 = -352249.062181
  nChanged 6
		SP:Iteration 39Q (32890.170000 sec): 3 clusters
  Score: Raw -354874.864315 + Penalty 2624.058520 = -352250.805794
  nChanged 3
		SP:Iteration 40F (32890.350000 sec): 3 clusters
  Score: Raw -354875.841338 + Penalty 2624.058520 = -352251.782818
  nChanged 6
		SP:Iteration 41Q (32890.550000 sec): 3 clusters
  Score: Raw -354877.372126 + Penalty 2624.058520 = -352253.313605
  nChanged 4
		SP:Iteration 42Q (32890.750000 sec): 3 clusters
  Score: Raw -354878.764752 + Penalty 2624.058520 = -352254.706232
  nChanged 5
		SP:Iteration 43Q (32890.940000 sec): 3 clusters
  Score: Raw -354880.025575 + Penalty 2624.058520 = -352255.967054
  nChanged 3
		SP:Iteration 44Q (32891.110000 sec): 3 clusters
  Score: Raw -354880.686190 + Penalty 2624.058520 = -352256.627669
  nChanged 0
		SP:Iteration 45F (32891.300000 sec): 3 clusters
  Score: Raw -354880.686190 + Penalty 2624.058520 = -352256.627669
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32891.400000 sec): 2 clusters
  Score: Raw -459535.255741 + Penalty 1358.168982 = -458177.086759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32891.610000 sec): 3 clusters
  Score: Raw -457395.156287 + Penalty 2716.337964 = -454678.818323
  nChanged 1668
		SP:Iteration 1F (32891.760000 sec): 3 clusters
  Score: Raw -458340.408412 + Penalty 2716.337964 = -455624.070448
  nChanged 354
		SP:Iteration 2F (32892.010000 sec): 3 clusters
  Score: Raw -458586.667963 + Penalty 2716.337964 = -455870.329999
  nChanged 255
		SP:Iteration 3F (32892.170000 sec): 3 clusters
  Score: Raw -458747.959033 + Penalty 2716.337964 = -456031.621069
  nChanged 209
		SP:Iteration 4Q (32892.360000 sec): 3 clusters
  Score: Raw -458889.910328 + Penalty 2716.337964 = -456173.572364
  nChanged 180
		SP:Iteration 5Q (32892.580000 sec): 3 clusters
  Score: Raw -459010.538013 + Penalty 2716.337964 = -456294.200050
  nChanged 161
		SP:Iteration 6Q (32892.810000 sec): 3 clusters
  Score: Raw -459108.489432 + Penalty 2716.337964 = -456392.151468
  nChanged 135
		SP:Iteration 7Q (32893.000000 sec): 3 clusters
  Score: Raw -459179.055867 + Penalty 2716.337964 = -456462.717903
  nChanged 113
		SP:Iteration 8Q (32893.150000 sec): 3 clusters
  Score: Raw -459235.779244 + Penalty 2716.337964 = -456519.441280
  nChanged 94
		SP:Iteration 9Q (32893.360000 sec): 3 clusters
  Score: Raw -459275.282743 + Penalty 2716.337964 = -456558.944779
  nChanged 66
		SP:Iteration 10Q (32893.560000 sec): 3 clusters
  Score: Raw -459306.916309 + Penalty 2716.337964 = -456590.578345
  nChanged 70
		SP:Iteration 11Q (32893.750000 sec): 3 clusters
  Score: Raw -459335.535904 + Penalty 2716.337964 = -456619.197940
  nChanged 54
		SP:Iteration 12Q (32893.960000 sec): 3 clusters
  Score: Raw -459355.990411 + Penalty 2716.337964 = -456639.652448
  nChanged 46
		SP:Iteration 13Q (32894.120000 sec): 3 clusters
  Score: Raw -459369.848257 + Penalty 2716.337964 = -456653.510293
  nChanged 27
		SP:Iteration 14Q (32894.310000 sec): 3 clusters
  Score: Raw -459379.562872 + Penalty 2716.337964 = -456663.224908
  nChanged 38
		SP:Iteration 15Q (32894.510000 sec): 3 clusters
  Score: Raw -459395.240640 + Penalty 2716.337964 = -456678.902676
  nChanged 43
		SP:Iteration 16Q (32894.720000 sec): 3 clusters
  Score: Raw -459413.608175 + Penalty 2716.337964 = -456697.270211
  nChanged 37
		SP:Iteration 17Q (32894.880000 sec): 3 clusters
  Score: Raw -459427.162498 + Penalty 2716.337964 = -456710.824534
  nChanged 33
		SP:Iteration 18Q (32895.050000 sec): 3 clusters
  Score: Raw -459437.451991 + Penalty 2716.337964 = -456721.114027
  nChanged 22
		SP:Iteration 19Q (32895.220000 sec): 3 clusters
  Score: Raw -459444.129795 + Penalty 2716.337964 = -456727.791831
  nChanged 21
		SP:Iteration 20F (32895.430000 sec): 3 clusters
  Score: Raw -459448.868216 + Penalty 2716.337964 = -456732.530252
  nChanged 22
		SP:Iteration 21Q (32895.590000 sec): 3 clusters
  Score: Raw -459455.142841 + Penalty 2716.337964 = -456738.804877
  nChanged 20
		SP:Iteration 22Q (32895.810000 sec): 3 clusters
  Score: Raw -459460.278613 + Penalty 2716.337964 = -456743.940649
  nChanged 26
		SP:Iteration 23Q (32896.010000 sec): 3 clusters
  Score: Raw -459467.410381 + Penalty 2716.337964 = -456751.072417
  nChanged 17
		SP:Iteration 24Q (32896.140000 sec): 3 clusters
  Score: Raw -459472.858627 + Penalty 2716.337964 = -456756.520663
  nChanged 22
		SP:Iteration 25Q (32896.320000 sec): 3 clusters
  Score: Raw -459480.774446 + Penalty 2716.337964 = -456764.436482
  nChanged 28
		SP:Iteration 26Q (32896.530000 sec): 3 clusters
  Score: Raw -459488.737235 + Penalty 2716.337964 = -456772.399271
  nChanged 21
		SP:Iteration 27Q (32896.710000 sec): 3 clusters
  Score: Raw -459495.553132 + Penalty 2716.337964 = -456779.215168
  nChanged 27
		SP:Iteration 28Q (32896.900000 sec): 3 clusters
  Score: Raw -459504.806849 + Penalty 2716.337964 = -456788.468885
  nChanged 33
		SP:Iteration 29Q (32897.120000 sec): 3 clusters
  Score: Raw -459516.752265 + Penalty 2716.337964 = -456800.414301
  nChanged 28
		SP:Iteration 30Q (32897.310000 sec): 3 clusters
  Score: Raw -459526.096821 + Penalty 2716.337964 = -456809.758858
  nChanged 32
		SP:Iteration 31Q (32897.450000 sec): 3 clusters
  Score: Raw -459536.819783 + Penalty 2716.337964 = -456820.481820
  nChanged 38
		SP:Iteration 32Q (32897.660000 sec): 3 clusters
  Score: Raw -459552.962282 + Penalty 2716.337964 = -456836.624318
  nChanged 50
		SP:Iteration 33Q (32897.830000 sec): 3 clusters
  Score: Raw -459578.330336 + Penalty 2716.337964 = -456861.992372
  nChanged 46
		SP:Iteration 34Q (32897.960000 sec): 3 clusters
  Score: Raw -459597.801802 + Penalty 2716.337964 = -456881.463839
  nChanged 51
		SP:Iteration 35Q (32898.160000 sec): 3 clusters
  Score: Raw -459620.041988 + Penalty 2716.337964 = -456903.704024
  nChanged 56
		SP:Iteration 36Q (32898.310000 sec): 3 clusters
  Score: Raw -459649.114997 + Penalty 2716.337964 = -456932.777034
  nChanged 57
		SP:Iteration 37Q (32898.530000 sec): 3 clusters
  Score: Raw -459686.875844 + Penalty 2716.337964 = -456970.537880
  nChanged 56
		SP:Iteration 38Q (32898.750000 sec): 3 clusters
  Score: Raw -459721.973426 + Penalty 2716.337964 = -457005.635463
  nChanged 45
		SP:Iteration 39Q (32898.950000 sec): 3 clusters
  Score: Raw -459749.617607 + Penalty 2716.337964 = -457033.279643
  nChanged 41
		SP:Iteration 40F (32899.140000 sec): 3 clusters
  Score: Raw -459772.545383 + Penalty 2716.337964 = -457056.207419
  nChanged 31
		SP:Iteration 41Q (32899.320000 sec): 3 clusters
  Score: Raw -459797.726025 + Penalty 2716.337964 = -457081.388061
  nChanged 37
		SP:Iteration 42Q (32899.500000 sec): 3 clusters
  Score: Raw -459824.973127 + Penalty 2716.337964 = -457108.635163
  nChanged 33
		SP:Iteration 43Q (32899.720000 sec): 3 clusters
  Score: Raw -459847.162105 + Penalty 2716.337964 = -457130.824141
  nChanged 19
		SP:Iteration 44Q (32899.950000 sec): 3 clusters
  Score: Raw -459861.469929 + Penalty 2716.337964 = -457145.131965
  nChanged 18
		SP:Iteration 45Q (32900.120000 sec): 3 clusters
  Score: Raw -459875.205220 + Penalty 2716.337964 = -457158.867257
  nChanged 14
		SP:Iteration 46Q (32900.300000 sec): 3 clusters
  Score: Raw -459882.168905 + Penalty 2716.337964 = -457165.830941
  nChanged 8
		SP:Iteration 47Q (32900.500000 sec): 3 clusters
  Score: Raw -459887.741397 + Penalty 2716.337964 = -457171.403434
  nChanged 8
		SP:Iteration 48Q (32900.670000 sec): 3 clusters
  Score: Raw -459896.433458 + Penalty 2716.337964 = -457180.095494
  nChanged 8
		SP:Iteration 49Q (32900.880000 sec): 3 clusters
  Score: Raw -459901.559965 + Penalty 2716.337964 = -457185.222001
  nChanged 3
		SP:Iteration 50Q (32901.010000 sec): 3 clusters
  Score: Raw -459903.923872 + Penalty 2716.337964 = -457187.585908
  nChanged 3
		SP:Iteration 51Q (32901.180000 sec): 3 clusters
  Score: Raw -459905.928663 + Penalty 2716.337964 = -457189.590700
  nChanged 2
		SP:Iteration 52Q (32901.320000 sec): 3 clusters
  Score: Raw -459906.465562 + Penalty 2716.337964 = -457190.127598
  nChanged 0
		SP:Iteration 53F (32901.480000 sec): 3 clusters
  Score: Raw -459906.465562 + Penalty 2716.337964 = -457190.127598
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32901.680000 sec): 2 clusters
  Score: Raw -1944337.743463 + Penalty 1586.368802 = -1942751.374661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32901.980000 sec): 3 clusters
  Score: Raw -1934017.489846 + Penalty 3172.737604 = -1930844.752242
  nChanged 7716
		SP:Iteration 1F (32902.280000 sec): 3 clusters
  Score: Raw -1938146.480083 + Penalty 3172.737604 = -1934973.742479
  nChanged 946
		SP:Iteration 2F (32902.500000 sec): 3 clusters
  Score: Raw -1938488.198387 + Penalty 3172.737604 = -1935315.460783
  nChanged 842
		SP:Iteration 3Q (32902.730000 sec): 3 clusters
  Score: Raw -1938801.833392 + Penalty 3172.737604 = -1935629.095788
  nChanged 812
		SP:Iteration 4Q (32903.050000 sec): 3 clusters
  Score: Raw -1939125.591716 + Penalty 3172.737604 = -1935952.854112
  nChanged 826
		SP:Iteration 5Q (32903.300000 sec): 3 clusters
  Score: Raw -1939502.140589 + Penalty 3172.737604 = -1936329.402985
  nChanged 896
		SP:Iteration 6F (32903.640000 sec): 3 clusters
  Score: Raw -1939964.056839 + Penalty 3172.737604 = -1936791.319235
  nChanged 959
		SP:Iteration 7F (32903.850000 sec): 3 clusters
  Score: Raw -1940497.417058 + Penalty 3172.737604 = -1937324.679454
  nChanged 954
		SP:Iteration 8F (32904.130000 sec): 3 clusters
  Score: Raw -1941083.603023 + Penalty 3172.737604 = -1937910.865419
  nChanged 912
		SP:Iteration 9F (32904.440000 sec): 3 clusters
  Score: Raw -1941685.554629 + Penalty 3172.737604 = -1938512.817025
  nChanged 864
		SP:Iteration 10Q (32904.720000 sec): 3 clusters
  Score: Raw -1942251.250641 + Penalty 3172.737604 = -1939078.513037
  nChanged 755
		SP:Iteration 11Q (32905.030000 sec): 3 clusters
  Score: Raw -1942765.831600 + Penalty 3172.737604 = -1939593.093996
  nChanged 636
		SP:Iteration 12Q (32905.350000 sec): 3 clusters
  Score: Raw -1943202.149130 + Penalty 3172.737604 = -1940029.411527
  nChanged 525
		SP:Iteration 13Q (32905.600000 sec): 3 clusters
  Score: Raw -1943570.198487 + Penalty 3172.737604 = -1940397.460883
  nChanged 385
		SP:Iteration 14Q (32905.820000 sec): 3 clusters
  Score: Raw -1943856.505232 + Penalty 3172.737604 = -1940683.767628
  nChanged 281
		SP:Iteration 15Q (32906.110000 sec): 3 clusters
  Score: Raw -1944066.172819 + Penalty 3172.737604 = -1940893.435215
  nChanged 193
		SP:Iteration 16Q (32906.340000 sec): 3 clusters
  Score: Raw -1944216.058789 + Penalty 3172.737604 = -1941043.321185
  nChanged 117
		SP:Iteration 17Q (32906.610000 sec): 3 clusters
  Score: Raw -1944301.981965 + Penalty 3172.737604 = -1941129.244361
  nChanged 65
		SP:Iteration 18Q (32906.830000 sec): 3 clusters
  Score: Raw -1944351.675680 + Penalty 3172.737604 = -1941178.938076
  nChanged 57
		SP:Iteration 19Q (32907.070000 sec): 3 clusters
  Score: Raw -1944400.842805 + Penalty 3172.737604 = -1941228.105201
  nChanged 48
		SP:Iteration 20F (32907.290000 sec): 3 clusters
  Score: Raw -1944442.916811 + Penalty 3172.737604 = -1941270.179207
  nChanged 30
		SP:Iteration 21Q (32907.540000 sec): 3 clusters
  Score: Raw -1944471.934503 + Penalty 3172.737604 = -1941299.196899
  nChanged 24
		SP:Iteration 22Q (32907.790000 sec): 3 clusters
  Score: Raw -1944495.589640 + Penalty 3172.737604 = -1941322.852036
  nChanged 24
		SP:Iteration 23Q (32908.070000 sec): 3 clusters
  Score: Raw -1944519.411677 + Penalty 3172.737604 = -1941346.674073
  nChanged 14
		SP:Iteration 24Q (32908.300000 sec): 3 clusters
  Score: Raw -1944532.542485 + Penalty 3172.737604 = -1941359.804881
  nChanged 15
		SP:Iteration 25Q (32908.560000 sec): 3 clusters
  Score: Raw -1944553.571216 + Penalty 3172.737604 = -1941380.833612
  nChanged 11
		SP:Iteration 26Q (32908.820000 sec): 3 clusters
  Score: Raw -1944566.641551 + Penalty 3172.737604 = -1941393.903947
  nChanged 10
		SP:Iteration 27Q (32909.110000 sec): 3 clusters
  Score: Raw -1944579.556568 + Penalty 3172.737604 = -1941406.818964
  nChanged 7
		SP:Iteration 28Q (32909.340000 sec): 3 clusters
  Score: Raw -1944584.283310 + Penalty 3172.737604 = -1941411.545706
  nChanged 5
		SP:Iteration 29Q (32909.570000 sec): 3 clusters
  Score: Raw -1944588.565881 + Penalty 3172.737604 = -1941415.828277
  nChanged 3
		SP:Iteration 30Q (32909.840000 sec): 3 clusters
  Score: Raw -1944590.646439 + Penalty 3172.737604 = -1941417.908835
  nChanged 0
		SP:Iteration 31F (32910.070000 sec): 3 clusters
  Score: Raw -1944590.646439 + Penalty 3172.737604 = -1941417.908835
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32910.190000 sec): 2 clusters
  Score: Raw -478345.234787 + Penalty 1363.418631 = -476981.816156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32910.370000 sec): 3 clusters
  Score: Raw -476219.284872 + Penalty 2726.837262 = -473492.447610
  nChanged 1690
		SP:Iteration 1F (32910.560000 sec): 3 clusters
  Score: Raw -477250.978005 + Penalty 2726.837262 = -474524.140743
  nChanged 348
		SP:Iteration 2F (32910.760000 sec): 3 clusters
  Score: Raw -477469.214877 + Penalty 2726.837262 = -474742.377615
  nChanged 254
		SP:Iteration 3F (32910.910000 sec): 3 clusters
  Score: Raw -477642.170550 + Penalty 2726.837262 = -474915.333288
  nChanged 208
		SP:Iteration 4Q (32911.150000 sec): 3 clusters
  Score: Raw -477797.274985 + Penalty 2726.837262 = -475070.437723
  nChanged 199
		SP:Iteration 5Q (32911.320000 sec): 3 clusters
  Score: Raw -477955.762402 + Penalty 2726.837262 = -475228.925140
  nChanged 207
		SP:Iteration 6Q (32911.480000 sec): 3 clusters
  Score: Raw -478112.686640 + Penalty 2726.837262 = -475385.849379
  nChanged 173
		SP:Iteration 7Q (32911.670000 sec): 3 clusters
  Score: Raw -478221.804210 + Penalty 2726.837262 = -475494.966949
  nChanged 123
		SP:Iteration 8Q (32911.870000 sec): 3 clusters
  Score: Raw -478302.351036 + Penalty 2726.837262 = -475575.513774
  nChanged 120
		SP:Iteration 9Q (32912.050000 sec): 3 clusters
  Score: Raw -478369.865917 + Penalty 2726.837262 = -475643.028655
  nChanged 116
		SP:Iteration 10Q (32912.270000 sec): 3 clusters
  Score: Raw -478437.864186 + Penalty 2726.837262 = -475711.026924
  nChanged 104
		SP:Iteration 11Q (32912.460000 sec): 3 clusters
  Score: Raw -478492.121683 + Penalty 2726.837262 = -475765.284421
  nChanged 85
		SP:Iteration 12Q (32912.630000 sec): 3 clusters
  Score: Raw -478531.647358 + Penalty 2726.837262 = -475804.810097
  nChanged 87
		SP:Iteration 13Q (32912.820000 sec): 3 clusters
  Score: Raw -478578.756706 + Penalty 2726.837262 = -475851.919444
  nChanged 85
		SP:Iteration 14Q (32913.030000 sec): 3 clusters
  Score: Raw -478627.936576 + Penalty 2726.837262 = -475901.099315
  nChanged 78
		SP:Iteration 15Q (32913.230000 sec): 3 clusters
  Score: Raw -478668.439412 + Penalty 2726.837262 = -475941.602150
  nChanged 67
		SP:Iteration 16Q (32913.400000 sec): 3 clusters
  Score: Raw -478702.377087 + Penalty 2726.837262 = -475975.539826
  nChanged 66
		SP:Iteration 17Q (32913.580000 sec): 3 clusters
  Score: Raw -478735.705727 + Penalty 2726.837262 = -476008.868465
  nChanged 54
		SP:Iteration 18Q (32913.740000 sec): 3 clusters
  Score: Raw -478769.143718 + Penalty 2726.837262 = -476042.306456
  nChanged 55
		SP:Iteration 19Q (32913.930000 sec): 3 clusters
  Score: Raw -478804.728878 + Penalty 2726.837262 = -476077.891616
  nChanged 53
		SP:Iteration 20F (32914.110000 sec): 3 clusters
  Score: Raw -478835.810430 + Penalty 2726.837262 = -476108.973169
  nChanged 53
		SP:Iteration 21Q (32914.260000 sec): 3 clusters
  Score: Raw -478869.137056 + Penalty 2726.837262 = -476142.299794
  nChanged 50
		SP:Iteration 22Q (32914.450000 sec): 3 clusters
  Score: Raw -478894.354464 + Penalty 2726.837262 = -476167.517202
  nChanged 40
		SP:Iteration 23Q (32914.660000 sec): 3 clusters
  Score: Raw -478911.711188 + Penalty 2726.837262 = -476184.873926
  nChanged 41
		SP:Iteration 24Q (32914.820000 sec): 3 clusters
  Score: Raw -478925.084654 + Penalty 2726.837262 = -476198.247392
  nChanged 27
		SP:Iteration 25Q (32915.030000 sec): 3 clusters
  Score: Raw -478936.870049 + Penalty 2726.837262 = -476210.032787
  nChanged 27
		SP:Iteration 26Q (32915.250000 sec): 3 clusters
  Score: Raw -478949.532133 + Penalty 2726.837262 = -476222.694871
  nChanged 26
		SP:Iteration 27Q (32915.460000 sec): 3 clusters
  Score: Raw -478960.000427 + Penalty 2726.837262 = -476233.163165
  nChanged 30
		SP:Iteration 28Q (32915.620000 sec): 3 clusters
  Score: Raw -478969.771992 + Penalty 2726.837262 = -476242.934730
  nChanged 30
		SP:Iteration 29Q (32915.780000 sec): 3 clusters
  Score: Raw -478982.054085 + Penalty 2726.837262 = -476255.216823
  nChanged 25
		SP:Iteration 30Q (32915.990000 sec): 3 clusters
  Score: Raw -478988.348433 + Penalty 2726.837262 = -476261.511172
  nChanged 19
		SP:Iteration 31Q (32916.180000 sec): 3 clusters
  Score: Raw -478992.374091 + Penalty 2726.837262 = -476265.536830
  nChanged 11
		SP:Iteration 32Q (32916.390000 sec): 3 clusters
  Score: Raw -478994.890288 + Penalty 2726.837262 = -476268.053027
  nChanged 15
		SP:Iteration 33Q (32916.550000 sec): 3 clusters
  Score: Raw -478999.057445 + Penalty 2726.837262 = -476272.220183
  nChanged 12
		SP:Iteration 34Q (32916.750000 sec): 3 clusters
  Score: Raw -479001.212502 + Penalty 2726.837262 = -476274.375240
  nChanged 7
		SP:Iteration 35Q (32916.970000 sec): 3 clusters
  Score: Raw -479002.413099 + Penalty 2726.837262 = -476275.575837
  nChanged 6
		SP:Iteration 36Q (32917.180000 sec): 3 clusters
  Score: Raw -479003.366712 + Penalty 2726.837262 = -476276.529451
  nChanged 6
		SP:Iteration 37Q (32917.330000 sec): 3 clusters
  Score: Raw -479004.696568 + Penalty 2726.837262 = -476277.859306
  nChanged 5
		SP:Iteration 38Q (32917.520000 sec): 3 clusters
  Score: Raw -479005.907229 + Penalty 2726.837262 = -476279.069967
  nChanged 7
		SP:Iteration 39Q (32917.680000 sec): 3 clusters
  Score: Raw -479008.348830 + Penalty 2726.837262 = -476281.511568
  nChanged 5
		SP:Iteration 40F (32917.870000 sec): 3 clusters
  Score: Raw -479009.444430 + Penalty 2726.837262 = -476282.607168
  nChanged 4
		SP:Iteration 41Q (32918.020000 sec): 3 clusters
  Score: Raw -479010.239733 + Penalty 2726.837262 = -476283.402472
  nChanged 3
		SP:Iteration 42Q (32918.210000 sec): 3 clusters
  Score: Raw -479010.944525 + Penalty 2726.837262 = -476284.107263
  nChanged 3
		SP:Iteration 43Q (32918.410000 sec): 3 clusters
  Score: Raw -479011.328676 + Penalty 2726.837262 = -476284.491414
  nChanged 3
		SP:Iteration 44Q (32918.610000 sec): 3 clusters
  Score: Raw -479012.038280 + Penalty 2726.837262 = -476285.201019
  nChanged 0
		SP:Iteration 45F (32918.780000 sec): 3 clusters
  Score: Raw -479012.038280 + Penalty 2726.837262 = -476285.201019
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32919.390000 sec): 2 clusters
  Score: Raw -10344964.188266 + Penalty 1860.619209 = -10343103.569057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32920.160000 sec): 3 clusters
  Score: Raw -10283868.364211 + Penalty 3721.238419 = -10280147.125793
  nChanged 44951
		SP:Iteration 1F (32920.940000 sec): 3 clusters
  Score: Raw -10310921.006817 + Penalty 3721.238419 = -10307199.768399
  nChanged 4051
		SP:Iteration 2Q (32921.770000 sec): 3 clusters
  Score: Raw -10312337.962473 + Penalty 3721.238419 = -10308616.724054
  nChanged 4679
		SP:Iteration 3Q (32922.640000 sec): 3 clusters
  Score: Raw -10314375.609231 + Penalty 3721.238419 = -10310654.370812
  nChanged 5565
		SP:Iteration 4F (32923.390000 sec): 3 clusters
  Score: Raw -10317324.593961 + Penalty 3721.238419 = -10313603.355542
  nChanged 6321
		SP:Iteration 5F (32924.170000 sec): 3 clusters
  Score: Raw -10321267.707915 + Penalty 3721.238419 = -10317546.469496
  nChanged 6714
		SP:Iteration 6F (32925.000000 sec): 3 clusters
  Score: Raw -10326054.350271 + Penalty 3721.238419 = -10322333.111853
  nChanged 6533
		SP:Iteration 7F (32925.710000 sec): 3 clusters
  Score: Raw -10331154.934599 + Penalty 3721.238419 = -10327433.696180
  nChanged 5786
		SP:Iteration 8F (32926.420000 sec): 3 clusters
  Score: Raw -10336055.132941 + Penalty 3721.238419 = -10332333.894522
  nChanged 4674
		SP:Iteration 9Q (32927.230000 sec): 3 clusters
  Score: Raw -10340176.257157 + Penalty 3721.238419 = -10336455.018738
  nChanged 2994
		SP:Iteration 10Q (32928.030000 sec): 3 clusters
  Score: Raw -10342780.752348 + Penalty 3721.238419 = -10339059.513929
  nChanged 1571
		SP:Iteration 11Q (32928.770000 sec): 3 clusters
  Score: Raw -10344124.653527 + Penalty 3721.238419 = -10340403.415108
  nChanged 685
		SP:Iteration 12Q (32929.530000 sec): 3 clusters
  Score: Raw -10344683.611755 + Penalty 3721.238419 = -10340962.373336
  nChanged 289
		SP:Iteration 13Q (32930.240000 sec): 3 clusters
  Score: Raw -10344933.755279 + Penalty 3721.238419 = -10341212.516860
  nChanged 119
		SP:Iteration 14Q (32930.890000 sec): 3 clusters
  Score: Raw -10345036.843646 + Penalty 3721.238419 = -10341315.605227
  nChanged 68
		SP:Iteration 15Q (32931.600000 sec): 3 clusters
  Score: Raw -10345095.462407 + Penalty 3721.238419 = -10341374.223988
  nChanged 44
		SP:Iteration 16Q (32932.250000 sec): 3 clusters
  Score: Raw -10345132.940893 + Penalty 3721.238419 = -10341411.702474
  nChanged 28
		SP:Iteration 17Q (32932.850000 sec): 3 clusters
  Score: Raw -10345161.096843 + Penalty 3721.238419 = -10341439.858425
  nChanged 24
		SP:Iteration 18Q (32933.430000 sec): 3 clusters
  Score: Raw -10345181.961562 + Penalty 3721.238419 = -10341460.723144
  nChanged 19
		SP:Iteration 19Q (32934.020000 sec): 3 clusters
  Score: Raw -10345198.134695 + Penalty 3721.238419 = -10341476.896276
  nChanged 10
		SP:Iteration 20F (32934.690000 sec): 3 clusters
  Score: Raw -10345207.916116 + Penalty 3721.238419 = -10341486.677697
  nChanged 7
		SP:Iteration 21Q (32935.310000 sec): 3 clusters
  Score: Raw -10345213.432522 + Penalty 3721.238419 = -10341492.194103
  nChanged 4
		SP:Iteration 22Q (32935.930000 sec): 3 clusters
  Score: Raw -10345218.447307 + Penalty 3721.238419 = -10341497.208888
  nChanged 4
		SP:Iteration 23Q (32936.590000 sec): 3 clusters
  Score: Raw -10345222.237826 + Penalty 3721.238419 = -10341500.999407
  nChanged 5
		SP:Iteration 24Q (32937.230000 sec): 3 clusters
  Score: Raw -10345227.843878 + Penalty 3721.238419 = -10341506.605459
  nChanged 4
		SP:Iteration 25Q (32937.950000 sec): 3 clusters
  Score: Raw -10345233.461134 + Penalty 3721.238419 = -10341512.222715
  nChanged 4
		SP:Iteration 26Q (32938.640000 sec): 3 clusters
  Score: Raw -10345237.110549 + Penalty 3721.238419 = -10341515.872131
  nChanged 4
		SP:Iteration 27Q (32939.320000 sec): 3 clusters
  Score: Raw -10345241.001839 + Penalty 3721.238419 = -10341519.763420
  nChanged 2
		SP:Iteration 28Q (32939.980000 sec): 3 clusters
  Score: Raw -10345242.031825 + Penalty 3721.238419 = -10341520.793406
  nChanged 1
		SP:Iteration 29Q (32940.650000 sec): 3 clusters
  Score: Raw -10345243.780682 + Penalty 3721.238419 = -10341522.542263
  nChanged 1
		SP:Iteration 30Q (32941.260000 sec): 3 clusters
  Score: Raw -10345244.540539 + Penalty 3721.238419 = -10341523.302120
  nChanged 2
		SP:Iteration 31Q (32941.950000 sec): 3 clusters
  Score: Raw -10345246.056649 + Penalty 3721.238419 = -10341524.818230
  nChanged 1
		SP:Iteration 32Q (32942.640000 sec): 3 clusters
  Score: Raw -10345246.171307 + Penalty 3721.238419 = -10341524.932888
  nChanged 0
		SP:Iteration 33F (32943.400000 sec): 3 clusters
  Score: Raw -10345246.171307 + Penalty 3721.238419 = -10341524.932888
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32943.580000 sec): 2 clusters
  Score: Raw -598109.105109 + Penalty 1400.180501 = -596708.924607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32943.750000 sec): 3 clusters
  Score: Raw -595195.843874 + Penalty 2800.361003 = -592395.482872
  nChanged 2251
		SP:Iteration 1F (32943.940000 sec): 3 clusters
  Score: Raw -596420.122285 + Penalty 2800.361003 = -593619.761282
  nChanged 400
		SP:Iteration 2F (32944.080000 sec): 3 clusters
  Score: Raw -596634.764365 + Penalty 2800.361003 = -593834.403363
  nChanged 323
		SP:Iteration 3F (32944.250000 sec): 3 clusters
  Score: Raw -596834.085163 + Penalty 2800.361003 = -594033.724160
  nChanged 296
		SP:Iteration 4F (32944.420000 sec): 3 clusters
  Score: Raw -597034.383753 + Penalty 2800.361003 = -594234.022750
  nChanged 307
		SP:Iteration 5F (32944.610000 sec): 3 clusters
  Score: Raw -597277.258102 + Penalty 2800.361003 = -594476.897099
  nChanged 311
		SP:Iteration 6F (32944.840000 sec): 3 clusters
  Score: Raw -597527.249687 + Penalty 2800.361003 = -594726.888684
  nChanged 291
		SP:Iteration 7F (32945.000000 sec): 3 clusters
  Score: Raw -597796.887239 + Penalty 2800.361003 = -594996.526237
  nChanged 271
		SP:Iteration 8Q (32945.200000 sec): 3 clusters
  Score: Raw -598064.004737 + Penalty 2800.361003 = -595263.643734
  nChanged 225
		SP:Iteration 9Q (32945.350000 sec): 3 clusters
  Score: Raw -598293.667541 + Penalty 2800.361003 = -595493.306538
  nChanged 198
		SP:Iteration 10Q (32945.560000 sec): 3 clusters
  Score: Raw -598472.328152 + Penalty 2800.361003 = -595671.967149
  nChanged 185
		SP:Iteration 11Q (32945.700000 sec): 3 clusters
  Score: Raw -598638.448195 + Penalty 2800.361003 = -595838.087193
  nChanged 128
		SP:Iteration 12Q (32945.880000 sec): 3 clusters
  Score: Raw -598751.798472 + Penalty 2800.361003 = -595951.437470
  nChanged 110
		SP:Iteration 13Q (32946.060000 sec): 3 clusters
  Score: Raw -598834.798292 + Penalty 2800.361003 = -596034.437289
  nChanged 98
		SP:Iteration 14Q (32946.260000 sec): 3 clusters
  Score: Raw -598903.855581 + Penalty 2800.361003 = -596103.494578
  nChanged 62
		SP:Iteration 15Q (32946.400000 sec): 3 clusters
  Score: Raw -598935.419010 + Penalty 2800.361003 = -596135.058007
  nChanged 39
		SP:Iteration 16Q (32946.570000 sec): 3 clusters
  Score: Raw -598950.831360 + Penalty 2800.361003 = -596150.470357
  nChanged 24
		SP:Iteration 17Q (32946.740000 sec): 3 clusters
  Score: Raw -598958.166006 + Penalty 2800.361003 = -596157.805004
  nChanged 15
		SP:Iteration 18Q (32946.980000 sec): 3 clusters
  Score: Raw -598961.686372 + Penalty 2800.361003 = -596161.325370
  nChanged 9
		SP:Iteration 19Q (32947.160000 sec): 3 clusters
  Score: Raw -598963.662724 + Penalty 2800.361003 = -596163.301721
  nChanged 9
		SP:Iteration 20F (32947.300000 sec): 3 clusters
  Score: Raw -598965.825818 + Penalty 2800.361003 = -596165.464815
  nChanged 3
		SP:Iteration 21Q (32947.560000 sec): 3 clusters
  Score: Raw -598966.646027 + Penalty 2800.361003 = -596166.285024
  nChanged 4
		SP:Iteration 22Q (32947.710000 sec): 3 clusters
  Score: Raw -598967.583561 + Penalty 2800.361003 = -596167.222559
  nChanged 3
		SP:Iteration 23Q (32947.940000 sec): 3 clusters
  Score: Raw -598968.207028 + Penalty 2800.361003 = -596167.846025
  nChanged 3
		SP:Iteration 24Q (32948.120000 sec): 3 clusters
  Score: Raw -598968.660810 + Penalty 2800.361003 = -596168.299808
  nChanged 3
		SP:Iteration 25Q (32948.260000 sec): 3 clusters
  Score: Raw -598969.369124 + Penalty 2800.361003 = -596169.008122
  nChanged 1
		SP:Iteration 26Q (32948.460000 sec): 3 clusters
  Score: Raw -598969.714382 + Penalty 2800.361003 = -596169.353380
  nChanged 2
		SP:Iteration 27Q (32948.650000 sec): 3 clusters
  Score: Raw -598970.462125 + Penalty 2800.361003 = -596170.101123
  nChanged 4
		SP:Iteration 28Q (32948.890000 sec): 3 clusters
  Score: Raw -598971.642905 + Penalty 2800.361003 = -596171.281902
  nChanged 5
		SP:Iteration 29Q (32949.000000 sec): 3 clusters
  Score: Raw -598972.644219 + Penalty 2800.361003 = -596172.283217
  nChanged 2
		SP:Iteration 30Q (32949.160000 sec): 3 clusters
  Score: Raw -598972.949966 + Penalty 2800.361003 = -596172.588963
  nChanged 1
		SP:Iteration 31Q (32949.330000 sec): 3 clusters
  Score: Raw -598973.186734 + Penalty 2800.361003 = -596172.825731
  nChanged 1
		SP:Iteration 32Q (32949.520000 sec): 3 clusters
  Score: Raw -598973.311772 + Penalty 2800.361003 = -596172.950769
  nChanged 2
		SP:Iteration 33Q (32949.700000 sec): 3 clusters
  Score: Raw -598973.957305 + Penalty 2800.361003 = -596173.596303
  nChanged 2
		SP:Iteration 34Q (32949.890000 sec): 3 clusters
  Score: Raw -598974.215667 + Penalty 2800.361003 = -596173.854664
  nChanged 2
		SP:Iteration 35Q (32950.070000 sec): 3 clusters
  Score: Raw -598974.748093 + Penalty 2800.361003 = -596174.387090
  nChanged 3
		SP:Iteration 36Q (32950.310000 sec): 3 clusters
  Score: Raw -598975.436158 + Penalty 2800.361003 = -596175.075156
  nChanged 4
		SP:Iteration 37Q (32950.480000 sec): 3 clusters
  Score: Raw -598976.527179 + Penalty 2800.361003 = -596176.166176
  nChanged 5
		SP:Iteration 38Q (32950.680000 sec): 3 clusters
  Score: Raw -598977.740304 + Penalty 2800.361003 = -596177.379301
  nChanged 3
		SP:Iteration 39Q (32950.890000 sec): 3 clusters
  Score: Raw -598978.690487 + Penalty 2800.361003 = -596178.329484
  nChanged 5
		SP:Iteration 40F (32951.100000 sec): 3 clusters
  Score: Raw -598980.548730 + Penalty 2800.361003 = -596180.187727
  nChanged 5
		SP:Iteration 41Q (32951.270000 sec): 3 clusters
  Score: Raw -598981.818947 + Penalty 2800.361003 = -596181.457944
  nChanged 3
		SP:Iteration 42Q (32951.460000 sec): 3 clusters
  Score: Raw -598982.455780 + Penalty 2800.361003 = -596182.094778
  nChanged 5
		SP:Iteration 43Q (32951.660000 sec): 3 clusters
  Score: Raw -598984.115586 + Penalty 2800.361003 = -596183.754584
  nChanged 4
		SP:Iteration 44Q (32951.800000 sec): 3 clusters
  Score: Raw -598984.949879 + Penalty 2800.361003 = -596184.588877
  nChanged 5
		SP:Iteration 45Q (32951.990000 sec): 3 clusters
  Score: Raw -598986.325037 + Penalty 2800.361003 = -596185.964035
  nChanged 8
		SP:Iteration 46Q (32952.220000 sec): 3 clusters
  Score: Raw -598988.192034 + Penalty 2800.361003 = -596187.831032
  nChanged 5
		SP:Iteration 47Q (32952.420000 sec): 3 clusters
  Score: Raw -598989.064177 + Penalty 2800.361003 = -596188.703175
  nChanged 2
		SP:Iteration 48Q (32952.600000 sec): 3 clusters
  Score: Raw -598989.434704 + Penalty 2800.361003 = -596189.073702
  nChanged 2
		SP:Iteration 49Q (32952.780000 sec): 3 clusters
  Score: Raw -598989.631645 + Penalty 2800.361003 = -596189.270642
  nChanged 2
		SP:Iteration 50Q (32952.990000 sec): 3 clusters
  Score: Raw -598989.868405 + Penalty 2800.361003 = -596189.507403
  nChanged 2
		SP:Iteration 51Q (32953.170000 sec): 3 clusters
  Score: Raw -598990.163876 + Penalty 2800.361003 = -596189.802873
  nChanged 1
		SP:Iteration 52Q (32953.360000 sec): 3 clusters
  Score: Raw -598990.263966 + Penalty 2800.361003 = -596189.902963
  nChanged 1
		SP:Iteration 53Q (32953.490000 sec): 3 clusters
  Score: Raw -598990.419308 + Penalty 2800.361003 = -596190.058306
  nChanged 0
		SP:Iteration 54F (32953.680000 sec): 3 clusters
  Score: Raw -598990.419308 + Penalty 2800.361003 = -596190.058306
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32953.910000 sec): 2 clusters
  Score: Raw -1980564.787612 + Penalty 1592.898289 = -1978971.889323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32954.170000 sec): 3 clusters
  Score: Raw -1969752.501754 + Penalty 3185.796578 = -1966566.705176
  nChanged 8135
		SP:Iteration 1F (32954.400000 sec): 3 clusters
  Score: Raw -1974893.179226 + Penalty 3185.796578 = -1971707.382648
  nChanged 1326
		SP:Iteration 2F (32954.720000 sec): 3 clusters
  Score: Raw -1975742.378703 + Penalty 3185.796578 = -1972556.582125
  nChanged 1277
		SP:Iteration 3F (32955.010000 sec): 3 clusters
  Score: Raw -1976532.146267 + Penalty 3185.796578 = -1973346.349689
  nChanged 1177
		SP:Iteration 4F (32955.310000 sec): 3 clusters
  Score: Raw -1977268.320757 + Penalty 3185.796578 = -1974082.524180
  nChanged 1057
		SP:Iteration 5F (32955.610000 sec): 3 clusters
  Score: Raw -1977964.731027 + Penalty 3185.796578 = -1974778.934449
  nChanged 949
		SP:Iteration 6F (32955.930000 sec): 3 clusters
  Score: Raw -1978545.088931 + Penalty 3185.796578 = -1975359.292353
  nChanged 766
		SP:Iteration 7Q (32956.200000 sec): 3 clusters
  Score: Raw -1978961.688942 + Penalty 3185.796578 = -1975775.892364
  nChanged 667
		SP:Iteration 8Q (32956.480000 sec): 3 clusters
  Score: Raw -1979296.924061 + Penalty 3185.796578 = -1976111.127483
  nChanged 569
		SP:Iteration 9Q (32956.760000 sec): 3 clusters
  Score: Raw -1979569.236268 + Penalty 3185.796578 = -1976383.439691
  nChanged 489
		SP:Iteration 10Q (32957.030000 sec): 3 clusters
  Score: Raw -1979765.305996 + Penalty 3185.796578 = -1976579.509418
  nChanged 457
		SP:Iteration 11Q (32957.300000 sec): 3 clusters
  Score: Raw -1979944.121825 + Penalty 3185.796578 = -1976758.325247
  nChanged 426
		SP:Iteration 12Q (32957.570000 sec): 3 clusters
  Score: Raw -1980117.151487 + Penalty 3185.796578 = -1976931.354909
  nChanged 467
		SP:Iteration 13Q (32957.870000 sec): 3 clusters
  Score: Raw -1980302.807121 + Penalty 3185.796578 = -1977117.010543
  nChanged 423
		SP:Iteration 14Q (32958.120000 sec): 3 clusters
  Score: Raw -1980464.652989 + Penalty 3185.796578 = -1977278.856412
  nChanged 404
		SP:Iteration 15Q (32958.390000 sec): 3 clusters
  Score: Raw -1980620.553081 + Penalty 3185.796578 = -1977434.756503
  nChanged 392
		SP:Iteration 16Q (32958.610000 sec): 3 clusters
  Score: Raw -1980782.533237 + Penalty 3185.796578 = -1977596.736659
  nChanged 328
		SP:Iteration 17Q (32958.830000 sec): 3 clusters
  Score: Raw -1980905.469077 + Penalty 3185.796578 = -1977719.672500
  nChanged 302
		SP:Iteration 18Q (32959.080000 sec): 3 clusters
  Score: Raw -1981009.193877 + Penalty 3185.796578 = -1977823.397299
  nChanged 264
		SP:Iteration 19Q (32959.400000 sec): 3 clusters
  Score: Raw -1981094.553389 + Penalty 3185.796578 = -1977908.756811
  nChanged 223
		SP:Iteration 20F (32959.620000 sec): 3 clusters
  Score: Raw -1981175.447308 + Penalty 3185.796578 = -1977989.650731
  nChanged 188
		SP:Iteration 21Q (32959.890000 sec): 3 clusters
  Score: Raw -1981243.136589 + Penalty 3185.796578 = -1978057.340011
  nChanged 166
		SP:Iteration 22Q (32960.160000 sec): 3 clusters
  Score: Raw -1981300.975246 + Penalty 3185.796578 = -1978115.178669
  nChanged 150
		SP:Iteration 23Q (32960.470000 sec): 3 clusters
  Score: Raw -1981351.423713 + Penalty 3185.796578 = -1978165.627135
  nChanged 126
		SP:Iteration 24Q (32960.720000 sec): 3 clusters
  Score: Raw -1981395.339522 + Penalty 3185.796578 = -1978209.542945
  nChanged 105
		SP:Iteration 25Q (32960.970000 sec): 3 clusters
  Score: Raw -1981429.828883 + Penalty 3185.796578 = -1978244.032305
  nChanged 93
		SP:Iteration 26Q (32961.250000 sec): 3 clusters
  Score: Raw -1981458.860638 + Penalty 3185.796578 = -1978273.064061
  nChanged 82
		SP:Iteration 27Q (32961.500000 sec): 3 clusters
  Score: Raw -1981484.002054 + Penalty 3185.796578 = -1978298.205477
  nChanged 72
		SP:Iteration 28Q (32961.720000 sec): 3 clusters
  Score: Raw -1981505.775575 + Penalty 3185.796578 = -1978319.978997
  nChanged 51
		SP:Iteration 29Q (32962.030000 sec): 3 clusters
  Score: Raw -1981517.577864 + Penalty 3185.796578 = -1978331.781287
  nChanged 38
		SP:Iteration 30Q (32962.250000 sec): 3 clusters
  Score: Raw -1981525.764820 + Penalty 3185.796578 = -1978339.968243
  nChanged 34
		SP:Iteration 31Q (32962.520000 sec): 3 clusters
  Score: Raw -1981533.510237 + Penalty 3185.796578 = -1978347.713659
  nChanged 31
		SP:Iteration 32Q (32962.800000 sec): 3 clusters
  Score: Raw -1981540.429531 + Penalty 3185.796578 = -1978354.632953
  nChanged 24
		SP:Iteration 33Q (32963.040000 sec): 3 clusters
  Score: Raw -1981545.673959 + Penalty 3185.796578 = -1978359.877381
  nChanged 26
		SP:Iteration 34Q (32963.290000 sec): 3 clusters
  Score: Raw -1981551.629529 + Penalty 3185.796578 = -1978365.832952
  nChanged 30
		SP:Iteration 35Q (32963.560000 sec): 3 clusters
  Score: Raw -1981557.414961 + Penalty 3185.796578 = -1978371.618383
  nChanged 20
		SP:Iteration 36Q (32963.870000 sec): 3 clusters
  Score: Raw -1981561.061198 + Penalty 3185.796578 = -1978375.264621
  nChanged 14
		SP:Iteration 37Q (32964.100000 sec): 3 clusters
  Score: Raw -1981563.198393 + Penalty 3185.796578 = -1978377.401815
  nChanged 11
		SP:Iteration 38Q (32964.400000 sec): 3 clusters
  Score: Raw -1981565.799484 + Penalty 3185.796578 = -1978380.002906
  nChanged 15
		SP:Iteration 39Q (32964.620000 sec): 3 clusters
  Score: Raw -1981568.932617 + Penalty 3185.796578 = -1978383.136039
  nChanged 15
		SP:Iteration 40F (32964.880000 sec): 3 clusters
  Score: Raw -1981571.760301 + Penalty 3185.796578 = -1978385.963723
  nChanged 13
		SP:Iteration 41Q (32965.130000 sec): 3 clusters
  Score: Raw -1981575.544167 + Penalty 3185.796578 = -1978389.747589
  nChanged 14
		SP:Iteration 42Q (32965.380000 sec): 3 clusters
  Score: Raw -1981577.992314 + Penalty 3185.796578 = -1978392.195737
  nChanged 10
		SP:Iteration 43Q (32965.620000 sec): 3 clusters
  Score: Raw -1981579.567695 + Penalty 3185.796578 = -1978393.771117
  nChanged 8
		SP:Iteration 44Q (32965.920000 sec): 3 clusters
  Score: Raw -1981580.844707 + Penalty 3185.796578 = -1978395.048130
  nChanged 6
		SP:Iteration 45Q (32966.150000 sec): 3 clusters
  Score: Raw -1981582.325757 + Penalty 3185.796578 = -1978396.529179
  nChanged 8
		SP:Iteration 46Q (32966.450000 sec): 3 clusters
  Score: Raw -1981584.095332 + Penalty 3185.796578 = -1978398.298754
  nChanged 14
		SP:Iteration 47Q (32966.680000 sec): 3 clusters
  Score: Raw -1981587.177282 + Penalty 3185.796578 = -1978401.380704
  nChanged 9
		SP:Iteration 48Q (32966.950000 sec): 3 clusters
  Score: Raw -1981589.341058 + Penalty 3185.796578 = -1978403.544480
  nChanged 13
		SP:Iteration 49Q (32967.190000 sec): 3 clusters
  Score: Raw -1981593.129391 + Penalty 3185.796578 = -1978407.332813
  nChanged 18
		SP:Iteration 50Q (32967.490000 sec): 3 clusters
  Score: Raw -1981597.349107 + Penalty 3185.796578 = -1978411.552529
  nChanged 7
		SP:Iteration 51Q (32967.770000 sec): 3 clusters
  Score: Raw -1981598.205621 + Penalty 3185.796578 = -1978412.409043
  nChanged 3
		SP:Iteration 52Q (32968.010000 sec): 3 clusters
  Score: Raw -1981598.575170 + Penalty 3185.796578 = -1978412.778592
  nChanged 3
		SP:Iteration 53Q (32968.290000 sec): 3 clusters
  Score: Raw -1981598.968468 + Penalty 3185.796578 = -1978413.171890
  nChanged 0
		SP:Iteration 54F (32968.580000 sec): 3 clusters
  Score: Raw -1981598.968468 + Penalty 3185.796578 = -1978413.171890
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32968.710000 sec): 2 clusters
  Score: Raw -201531.261884 + Penalty 1247.502286 = -200283.759598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32968.880000 sec): 3 clusters
  Score: Raw -200602.356093 + Penalty 2495.004572 = -198107.351520
  nChanged 806
		SP:Iteration 1F (32969.090000 sec): 3 clusters
  Score: Raw -201307.370431 + Penalty 2495.004572 = -198812.365858
  nChanged 218
		SP:Iteration 2F (32969.190000 sec): 3 clusters
  Score: Raw -201591.530301 + Penalty 2495.004572 = -199096.525729
  nChanged 160
		SP:Iteration 3F (32969.350000 sec): 3 clusters
  Score: Raw -201764.355952 + Penalty 2495.004572 = -199269.351379
  nChanged 116
		SP:Iteration 4F (32969.520000 sec): 3 clusters
  Score: Raw -201877.655163 + Penalty 2495.004572 = -199382.650590
  nChanged 81
		SP:Iteration 5Q (32969.710000 sec): 3 clusters
  Score: Raw -201950.099836 + Penalty 2495.004572 = -199455.095264
  nChanged 65
		SP:Iteration 6Q (32969.850000 sec): 3 clusters
  Score: Raw -202003.157817 + Penalty 2495.004572 = -199508.153245
  nChanged 57
		SP:Iteration 7Q (32970.020000 sec): 3 clusters
  Score: Raw -202050.113460 + Penalty 2495.004572 = -199555.108888
  nChanged 53
		SP:Iteration 8Q (32970.170000 sec): 3 clusters
  Score: Raw -202102.413522 + Penalty 2495.004572 = -199607.408950
  nChanged 35
		SP:Iteration 9Q (32970.360000 sec): 3 clusters
  Score: Raw -202139.836134 + Penalty 2495.004572 = -199644.831561
  nChanged 34
		SP:Iteration 10Q (32970.520000 sec): 3 clusters
  Score: Raw -202160.209112 + Penalty 2495.004572 = -199665.204539
  nChanged 11
		SP:Iteration 11Q (32970.690000 sec): 3 clusters
  Score: Raw -202166.480604 + Penalty 2495.004572 = -199671.476031
  nChanged 16
		SP:Iteration 12Q (32970.870000 sec): 3 clusters
  Score: Raw -202174.298743 + Penalty 2495.004572 = -199679.294171
  nChanged 9
		SP:Iteration 13Q (32971.060000 sec): 3 clusters
  Score: Raw -202184.535268 + Penalty 2495.004572 = -199689.530696
  nChanged 14
		SP:Iteration 14Q (32971.230000 sec): 3 clusters
  Score: Raw -202195.615091 + Penalty 2495.004572 = -199700.610519
  nChanged 14
		SP:Iteration 15Q (32971.370000 sec): 3 clusters
  Score: Raw -202206.208467 + Penalty 2495.004572 = -199711.203895
  nChanged 20
		SP:Iteration 16Q (32971.560000 sec): 3 clusters
  Score: Raw -202222.196501 + Penalty 2495.004572 = -199727.191928
  nChanged 14
		SP:Iteration 17Q (32971.680000 sec): 3 clusters
  Score: Raw -202231.740839 + Penalty 2495.004572 = -199736.736267
  nChanged 11
		SP:Iteration 18Q (32971.830000 sec): 3 clusters
  Score: Raw -202237.473255 + Penalty 2495.004572 = -199742.468683
  nChanged 6
		SP:Iteration 19Q (32971.970000 sec): 3 clusters
  Score: Raw -202240.678029 + Penalty 2495.004572 = -199745.673457
  nChanged 3
		SP:Iteration 20F (32972.150000 sec): 3 clusters
  Score: Raw -202242.691691 + Penalty 2495.004572 = -199747.687119
  nChanged 4
		SP:Iteration 21Q (32972.350000 sec): 3 clusters
  Score: Raw -202244.835156 + Penalty 2495.004572 = -199749.830584
  nChanged 6
		SP:Iteration 22Q (32972.510000 sec): 3 clusters
  Score: Raw -202247.583589 + Penalty 2495.004572 = -199752.579017
  nChanged 7
		SP:Iteration 23Q (32972.710000 sec): 3 clusters
  Score: Raw -202252.986694 + Penalty 2495.004572 = -199757.982122
  nChanged 6
		SP:Iteration 24Q (32972.910000 sec): 3 clusters
  Score: Raw -202257.767888 + Penalty 2495.004572 = -199762.763316
  nChanged 3
		SP:Iteration 25Q (32973.090000 sec): 3 clusters
  Score: Raw -202258.697415 + Penalty 2495.004572 = -199763.692842
  nChanged 2
		SP:Iteration 26Q (32973.290000 sec): 3 clusters
  Score: Raw -202259.106820 + Penalty 2495.004572 = -199764.102248
  nChanged 0
		SP:Iteration 27F (32973.460000 sec): 3 clusters
  Score: Raw -202259.106820 + Penalty 2495.004572 = -199764.102248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (82 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32973.570000 sec): 2 clusters
  Score: Raw -7119.871537 + Penalty 716.091878 = -6403.779660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32973.680000 sec): 3 clusters
  Score: Raw -7394.804591 + Penalty 1432.183755 = -5962.620835
  nChanged 2
		SP:Iteration 1Q (32973.820000 sec): 3 clusters
  Score: Raw -7415.509112 + Penalty 1432.183755 = -5983.325357
  nChanged 1
		SP:Iteration 2Q (32973.970000 sec): 3 clusters
  Score: Raw -7417.925886 + Penalty 1432.183755 = -5985.742131
  nChanged 0
		SP:Iteration 3F (32974.080000 sec): 3 clusters
  Score: Raw -7417.925886 + Penalty 1432.183755 = -5985.742131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32974.170000 sec): 2 clusters
  Score: Raw -332246.062882 + Penalty 1303.026638 = -330943.036244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32974.310000 sec): 3 clusters
  Score: Raw -330783.805267 + Penalty 2606.053276 = -328177.751990
  nChanged 1182
		SP:Iteration 1F (32974.460000 sec): 3 clusters
  Score: Raw -331458.414069 + Penalty 2606.053276 = -328852.360793
  nChanged 227
		SP:Iteration 2F (32974.570000 sec): 3 clusters
  Score: Raw -331586.874480 + Penalty 2606.053276 = -328980.821203
  nChanged 145
		SP:Iteration 3Q (32974.750000 sec): 3 clusters
  Score: Raw -331661.240105 + Penalty 2606.053276 = -329055.186829
  nChanged 92
		SP:Iteration 4Q (32974.890000 sec): 3 clusters
  Score: Raw -331700.147430 + Penalty 2606.053276 = -329094.094153
  nChanged 66
		SP:Iteration 5Q (32975.030000 sec): 3 clusters
  Score: Raw -331734.384078 + Penalty 2606.053276 = -329128.330802
  nChanged 68
		SP:Iteration 6Q (32975.170000 sec): 3 clusters
  Score: Raw -331766.144015 + Penalty 2606.053276 = -329160.090739
  nChanged 61
		SP:Iteration 7Q (32975.300000 sec): 3 clusters
  Score: Raw -331799.113806 + Penalty 2606.053276 = -329193.060530
  nChanged 54
		SP:Iteration 8Q (32975.430000 sec): 3 clusters
  Score: Raw -331829.905605 + Penalty 2606.053276 = -329223.852329
  nChanged 54
		SP:Iteration 9Q (32975.580000 sec): 3 clusters
  Score: Raw -331853.903782 + Penalty 2606.053276 = -329247.850505
  nChanged 45
		SP:Iteration 10Q (32975.740000 sec): 3 clusters
  Score: Raw -331876.652230 + Penalty 2606.053276 = -329270.598953
  nChanged 45
		SP:Iteration 11Q (32975.880000 sec): 3 clusters
  Score: Raw -331898.091047 + Penalty 2606.053276 = -329292.037771
  nChanged 48
		SP:Iteration 12Q (32976.050000 sec): 3 clusters
  Score: Raw -331921.735084 + Penalty 2606.053276 = -329315.681808
  nChanged 41
		SP:Iteration 13Q (32976.230000 sec): 3 clusters
  Score: Raw -331942.652821 + Penalty 2606.053276 = -329336.599545
  nChanged 44
		SP:Iteration 14Q (32976.400000 sec): 3 clusters
  Score: Raw -331959.374527 + Penalty 2606.053276 = -329353.321251
  nChanged 30
		SP:Iteration 15Q (32976.550000 sec): 3 clusters
  Score: Raw -331969.046941 + Penalty 2606.053276 = -329362.993665
  nChanged 26
		SP:Iteration 16Q (32976.690000 sec): 3 clusters
  Score: Raw -331979.255691 + Penalty 2606.053276 = -329373.202415
  nChanged 32
		SP:Iteration 17Q (32976.890000 sec): 3 clusters
  Score: Raw -331993.641604 + Penalty 2606.053276 = -329387.588328
  nChanged 24
		SP:Iteration 18Q (32977.080000 sec): 3 clusters
  Score: Raw -332004.616493 + Penalty 2606.053276 = -329398.563217
  nChanged 21
		SP:Iteration 19Q (32977.290000 sec): 3 clusters
  Score: Raw -332012.828413 + Penalty 2606.053276 = -329406.775137
  nChanged 21
		SP:Iteration 20F (32977.450000 sec): 3 clusters
  Score: Raw -332020.122812 + Penalty 2606.053276 = -329414.069536
  nChanged 19
		SP:Iteration 21Q (32977.630000 sec): 3 clusters
  Score: Raw -332028.547994 + Penalty 2606.053276 = -329422.494718
  nChanged 32
		SP:Iteration 22Q (32977.830000 sec): 3 clusters
  Score: Raw -332040.146364 + Penalty 2606.053276 = -329434.093088
  nChanged 31
		SP:Iteration 23Q (32978.020000 sec): 3 clusters
  Score: Raw -332051.498593 + Penalty 2606.053276 = -329445.445317
  nChanged 27
		SP:Iteration 24Q (32978.210000 sec): 3 clusters
  Score: Raw -332061.198371 + Penalty 2606.053276 = -329455.145095
  nChanged 35
		SP:Iteration 25Q (32978.360000 sec): 3 clusters
  Score: Raw -332075.288936 + Penalty 2606.053276 = -329469.235660
  nChanged 37
		SP:Iteration 26Q (32978.560000 sec): 3 clusters
  Score: Raw -332091.210529 + Penalty 2606.053276 = -329485.157253
  nChanged 35
		SP:Iteration 27Q (32978.750000 sec): 3 clusters
  Score: Raw -332106.986087 + Penalty 2606.053276 = -329500.932811
  nChanged 38
		SP:Iteration 28Q (32978.970000 sec): 3 clusters
  Score: Raw -332125.766114 + Penalty 2606.053276 = -329519.712837
  nChanged 44
		SP:Iteration 29Q (32979.110000 sec): 3 clusters
  Score: Raw -332149.181342 + Penalty 2606.053276 = -329543.128066
  nChanged 51
		SP:Iteration 30Q (32979.310000 sec): 3 clusters
  Score: Raw -332178.674433 + Penalty 2606.053276 = -329572.621157
  nChanged 54
		SP:Iteration 31Q (32979.490000 sec): 3 clusters
  Score: Raw -332205.886354 + Penalty 2606.053276 = -329599.833078
  nChanged 50
		SP:Iteration 32Q (32979.690000 sec): 3 clusters
  Score: Raw -332237.946143 + Penalty 2606.053276 = -329631.892866
  nChanged 50
		SP:Iteration 33Q (32979.890000 sec): 3 clusters
  Score: Raw -332273.620199 + Penalty 2606.053276 = -329667.566923
  nChanged 38
		SP:Iteration 34Q (32980.040000 sec): 3 clusters
  Score: Raw -332299.074095 + Penalty 2606.053276 = -329693.020819
  nChanged 48
		SP:Iteration 35Q (32980.260000 sec): 3 clusters
  Score: Raw -332332.011354 + Penalty 2606.053276 = -329725.958078
  nChanged 45
		SP:Iteration 36Q (32980.470000 sec): 3 clusters
  Score: Raw -332361.346912 + Penalty 2606.053276 = -329755.293636
  nChanged 32
		SP:Iteration 37Q (32980.620000 sec): 3 clusters
  Score: Raw -332384.019278 + Penalty 2606.053276 = -329777.966002
  nChanged 26
		SP:Iteration 38Q (32980.830000 sec): 3 clusters
  Score: Raw -332404.879760 + Penalty 2606.053276 = -329798.826483
  nChanged 28
		SP:Iteration 39Q (32980.990000 sec): 3 clusters
  Score: Raw -332426.809243 + Penalty 2606.053276 = -329820.755967
  nChanged 26
		SP:Iteration 40F (32981.150000 sec): 3 clusters
  Score: Raw -332442.635384 + Penalty 2606.053276 = -329836.582108
  nChanged 13
		SP:Iteration 41Q (32981.320000 sec): 3 clusters
  Score: Raw -332451.037098 + Penalty 2606.053276 = -329844.983822
  nChanged 10
		SP:Iteration 42Q (32981.490000 sec): 3 clusters
  Score: Raw -332456.684956 + Penalty 2606.053276 = -329850.631680
  nChanged 5
		SP:Iteration 43Q (32981.690000 sec): 3 clusters
  Score: Raw -332460.737436 + Penalty 2606.053276 = -329854.684160
  nChanged 5
		SP:Iteration 44Q (32981.890000 sec): 3 clusters
  Score: Raw -332464.130186 + Penalty 2606.053276 = -329858.076910
  nChanged 6
		SP:Iteration 45Q (32982.080000 sec): 3 clusters
  Score: Raw -332467.663836 + Penalty 2606.053276 = -329861.610560
  nChanged 7
		SP:Iteration 46Q (32982.290000 sec): 3 clusters
  Score: Raw -332470.120464 + Penalty 2606.053276 = -329864.067188
  nChanged 2
		SP:Iteration 47Q (32982.490000 sec): 3 clusters
  Score: Raw -332471.238685 + Penalty 2606.053276 = -329865.185409
  nChanged 3
		SP:Iteration 48Q (32982.640000 sec): 3 clusters
  Score: Raw -332473.282017 + Penalty 2606.053276 = -329867.228741
  nChanged 3
		SP:Iteration 49Q (32982.860000 sec): 3 clusters
  Score: Raw -332474.153421 + Penalty 2606.053276 = -329868.100145
  nChanged 2
		SP:Iteration 50Q (32983.000000 sec): 3 clusters
  Score: Raw -332475.923633 + Penalty 2606.053276 = -329869.870356
  nChanged 5
		SP:Iteration 51Q (32983.190000 sec): 3 clusters
  Score: Raw -332480.001248 + Penalty 2606.053276 = -329873.947972
  nChanged 6
		SP:Iteration 52Q (32983.420000 sec): 3 clusters
  Score: Raw -332484.457723 + Penalty 2606.053276 = -329878.404447
  nChanged 7
		SP:Iteration 53Q (32983.570000 sec): 3 clusters
  Score: Raw -332491.675315 + Penalty 2606.053276 = -329885.622039
  nChanged 10
		SP:Iteration 54Q (32983.740000 sec): 3 clusters
  Score: Raw -332499.927882 + Penalty 2606.053276 = -329893.874606
  nChanged 5
		SP:Iteration 55Q (32983.920000 sec): 3 clusters
  Score: Raw -332503.932475 + Penalty 2606.053276 = -329897.879199
  nChanged 5
		SP:Iteration 56Q (32984.070000 sec): 3 clusters
  Score: Raw -332508.267243 + Penalty 2606.053276 = -329902.213967
  nChanged 4
		SP:Iteration 57Q (32984.230000 sec): 3 clusters
  Score: Raw -332510.425098 + Penalty 2606.053276 = -329904.371822
  nChanged 2
		SP:Iteration 58Q (32984.410000 sec): 3 clusters
  Score: Raw -332511.710448 + Penalty 2606.053276 = -329905.657172
  nChanged 0
		SP:Iteration 59F (32984.610000 sec): 3 clusters
  Score: Raw -332511.710448 + Penalty 2606.053276 = -329905.657172
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32984.730000 sec): 2 clusters
  Score: Raw -121248.881996 + Penalty 1144.371503 = -120104.510494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32984.890000 sec): 3 clusters
  Score: Raw -120859.775909 + Penalty 2288.743006 = -118571.032903
  nChanged 366
		SP:Iteration 1F (32985.040000 sec): 3 clusters
  Score: Raw -121203.796322 + Penalty 2288.743006 = -118915.053316
  nChanged 101
		SP:Iteration 2F (32985.200000 sec): 3 clusters
  Score: Raw -121306.233850 + Penalty 2288.743006 = -119017.490844
  nChanged 63
		SP:Iteration 3F (32985.310000 sec): 3 clusters
  Score: Raw -121372.248840 + Penalty 2288.743006 = -119083.505834
  nChanged 46
		SP:Iteration 4Q (32985.480000 sec): 3 clusters
  Score: Raw -121424.765830 + Penalty 2288.743006 = -119136.022824
  nChanged 44
		SP:Iteration 5Q (32985.660000 sec): 3 clusters
  Score: Raw -121467.836945 + Penalty 2288.743006 = -119179.093939
  nChanged 24
		SP:Iteration 6Q (32985.860000 sec): 3 clusters
  Score: Raw -121490.816987 + Penalty 2288.743006 = -119202.073981
  nChanged 21
		SP:Iteration 7Q (32986.020000 sec): 3 clusters
  Score: Raw -121511.588374 + Penalty 2288.743006 = -119222.845368
  nChanged 11
		SP:Iteration 8Q (32986.150000 sec): 3 clusters
  Score: Raw -121524.779283 + Penalty 2288.743006 = -119236.036277
  nChanged 9
		SP:Iteration 9Q (32986.320000 sec): 3 clusters
  Score: Raw -121530.408209 + Penalty 2288.743006 = -119241.665203
  nChanged 1
		SP:Iteration 10Q (32986.480000 sec): 3 clusters
  Score: Raw -121531.240231 + Penalty 2288.743006 = -119242.497226
  nChanged 0
		SP:Iteration 11F (32986.690000 sec): 3 clusters
  Score: Raw -121531.240231 + Penalty 2288.743006 = -119242.497226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32986.830000 sec): 2 clusters
  Score: Raw -865497.312677 + Penalty 1453.171141 = -864044.141536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32987.030000 sec): 3 clusters
  Score: Raw -861282.538125 + Penalty 2906.342282 = -858376.195843
  nChanged 3268
		SP:Iteration 1F (32987.230000 sec): 3 clusters
  Score: Raw -863160.326178 + Penalty 2906.342282 = -860253.983896
  nChanged 577
		SP:Iteration 2F (32987.440000 sec): 3 clusters
  Score: Raw -863526.644622 + Penalty 2906.342282 = -860620.302340
  nChanged 525
		SP:Iteration 3F (32987.660000 sec): 3 clusters
  Score: Raw -863874.681161 + Penalty 2906.342282 = -860968.338879
  nChanged 497
		SP:Iteration 4F (32987.870000 sec): 3 clusters
  Score: Raw -864245.995092 + Penalty 2906.342282 = -861339.652810
  nChanged 474
		SP:Iteration 5F (32988.050000 sec): 3 clusters
  Score: Raw -864600.899780 + Penalty 2906.342282 = -861694.557498
  nChanged 402
		SP:Iteration 6F (32988.330000 sec): 3 clusters
  Score: Raw -864844.058975 + Penalty 2906.342282 = -861937.716692
  nChanged 287
		SP:Iteration 7Q (32988.520000 sec): 3 clusters
  Score: Raw -865007.812104 + Penalty 2906.342282 = -862101.469822
  nChanged 218
		SP:Iteration 8Q (32988.720000 sec): 3 clusters
  Score: Raw -865116.310636 + Penalty 2906.342282 = -862209.968354
  nChanged 151
		SP:Iteration 9Q (32988.950000 sec): 3 clusters
  Score: Raw -865178.973945 + Penalty 2906.342282 = -862272.631662
  nChanged 104
		SP:Iteration 10Q (32989.170000 sec): 3 clusters
  Score: Raw -865217.079910 + Penalty 2906.342282 = -862310.737628
  nChanged 93
		SP:Iteration 11Q (32989.410000 sec): 3 clusters
  Score: Raw -865252.723194 + Penalty 2906.342282 = -862346.380912
  nChanged 84
		SP:Iteration 12Q (32989.660000 sec): 3 clusters
  Score: Raw -865282.947244 + Penalty 2906.342282 = -862376.604962
  nChanged 58
		SP:Iteration 13Q (32989.810000 sec): 3 clusters
  Score: Raw -865303.623798 + Penalty 2906.342282 = -862397.281515
  nChanged 54
		SP:Iteration 14Q (32990.010000 sec): 3 clusters
  Score: Raw -865319.109145 + Penalty 2906.342282 = -862412.766862
  nChanged 44
		SP:Iteration 15Q (32990.230000 sec): 3 clusters
  Score: Raw -865331.078601 + Penalty 2906.342282 = -862424.736319
  nChanged 30
		SP:Iteration 16Q (32990.400000 sec): 3 clusters
  Score: Raw -865339.540513 + Penalty 2906.342282 = -862433.198231
  nChanged 26
		SP:Iteration 17Q (32990.630000 sec): 3 clusters
  Score: Raw -865346.712254 + Penalty 2906.342282 = -862440.369972
  nChanged 21
		SP:Iteration 18Q (32990.870000 sec): 3 clusters
  Score: Raw -865352.104085 + Penalty 2906.342282 = -862445.761803
  nChanged 19
		SP:Iteration 19Q (32991.110000 sec): 3 clusters
  Score: Raw -865357.400966 + Penalty 2906.342282 = -862451.058684
  nChanged 19
		SP:Iteration 20F (32991.330000 sec): 3 clusters
  Score: Raw -865363.542178 + Penalty 2906.342282 = -862457.199896
  nChanged 20
		SP:Iteration 21Q (32991.530000 sec): 3 clusters
  Score: Raw -865368.083734 + Penalty 2906.342282 = -862461.741452
  nChanged 12
		SP:Iteration 22Q (32991.740000 sec): 3 clusters
  Score: Raw -865370.504978 + Penalty 2906.342282 = -862464.162696
  nChanged 7
		SP:Iteration 23Q (32991.920000 sec): 3 clusters
  Score: Raw -865372.169421 + Penalty 2906.342282 = -862465.827139
  nChanged 6
		SP:Iteration 24Q (32992.160000 sec): 3 clusters
  Score: Raw -865373.436803 + Penalty 2906.342282 = -862467.094521
  nChanged 6
		SP:Iteration 25Q (32992.380000 sec): 3 clusters
  Score: Raw -865374.727972 + Penalty 2906.342282 = -862468.385690
  nChanged 9
		SP:Iteration 26Q (32992.600000 sec): 3 clusters
  Score: Raw -865376.684526 + Penalty 2906.342282 = -862470.342243
  nChanged 9
		SP:Iteration 27Q (32992.800000 sec): 3 clusters
  Score: Raw -865378.365821 + Penalty 2906.342282 = -862472.023539
  nChanged 7
		SP:Iteration 28Q (32993.020000 sec): 3 clusters
  Score: Raw -865380.139550 + Penalty 2906.342282 = -862473.797268
  nChanged 8
		SP:Iteration 29Q (32993.210000 sec): 3 clusters
  Score: Raw -865382.113041 + Penalty 2906.342282 = -862475.770759
  nChanged 10
		SP:Iteration 30Q (32993.440000 sec): 3 clusters
  Score: Raw -865384.894043 + Penalty 2906.342282 = -862478.551761
  nChanged 6
		SP:Iteration 31Q (32993.690000 sec): 3 clusters
  Score: Raw -865386.910604 + Penalty 2906.342282 = -862480.568322
  nChanged 14
		SP:Iteration 32Q (32993.900000 sec): 3 clusters
  Score: Raw -865391.132016 + Penalty 2906.342282 = -862484.789734
  nChanged 10
		SP:Iteration 33Q (32994.120000 sec): 3 clusters
  Score: Raw -865393.299183 + Penalty 2906.342282 = -862486.956901
  nChanged 8
		SP:Iteration 34Q (32994.320000 sec): 3 clusters
  Score: Raw -865394.878826 + Penalty 2906.342282 = -862488.536544
  nChanged 5
		SP:Iteration 35Q (32994.540000 sec): 3 clusters
  Score: Raw -865395.864171 + Penalty 2906.342282 = -862489.521889
  nChanged 6
		SP:Iteration 36Q (32994.750000 sec): 3 clusters
  Score: Raw -865396.954589 + Penalty 2906.342282 = -862490.612307
  nChanged 5
		SP:Iteration 37Q (32994.960000 sec): 3 clusters
  Score: Raw -865398.394154 + Penalty 2906.342282 = -862492.051872
  nChanged 7
		SP:Iteration 38Q (32995.180000 sec): 3 clusters
  Score: Raw -865400.426225 + Penalty 2906.342282 = -862494.083943
  nChanged 6
		SP:Iteration 39Q (32995.410000 sec): 3 clusters
  Score: Raw -865402.630119 + Penalty 2906.342282 = -862496.287837
  nChanged 6
		SP:Iteration 40F (32995.700000 sec): 3 clusters
  Score: Raw -865404.347436 + Penalty 2906.342282 = -862498.005154
  nChanged 7
		SP:Iteration 41Q (32995.880000 sec): 3 clusters
  Score: Raw -865406.323556 + Penalty 2906.342282 = -862499.981273
  nChanged 5
		SP:Iteration 42Q (32996.080000 sec): 3 clusters
  Score: Raw -865407.558436 + Penalty 2906.342282 = -862501.216153
  nChanged 4
		SP:Iteration 43Q (32996.310000 sec): 3 clusters
  Score: Raw -865408.297865 + Penalty 2906.342282 = -862501.955583
  nChanged 3
		SP:Iteration 44Q (32996.540000 sec): 3 clusters
  Score: Raw -865408.835863 + Penalty 2906.342282 = -862502.493581
  nChanged 2
		SP:Iteration 45Q (32996.730000 sec): 3 clusters
  Score: Raw -865409.128514 + Penalty 2906.342282 = -862502.786232
  nChanged 0
		SP:Iteration 46F (32996.940000 sec): 3 clusters
  Score: Raw -865409.128514 + Penalty 2906.342282 = -862502.786232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (50438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32997.400000 sec): 2 clusters
  Score: Raw -5612028.772604 + Penalty 1759.631272 = -5610269.141332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32997.940000 sec): 3 clusters
  Score: Raw -5579913.412954 + Penalty 3519.262545 = -5576394.150410
  nChanged 23663
		SP:Iteration 1F (32998.440000 sec): 3 clusters
  Score: Raw -5593429.387503 + Penalty 3519.262545 = -5589910.124958
  nChanged 1911
		SP:Iteration 2Q (32998.920000 sec): 3 clusters
  Score: Raw -5593997.858981 + Penalty 3519.262545 = -5590478.596436
  nChanged 1987
		SP:Iteration 3Q (32999.470000 sec): 3 clusters
  Score: Raw -5594696.110280 + Penalty 3519.262545 = -5591176.847735
  nChanged 2128
		SP:Iteration 4Q (33000.050000 sec): 3 clusters
  Score: Raw -5595591.349535 + Penalty 3519.262545 = -5592072.086990
  nChanged 2431
		SP:Iteration 5Q (33000.570000 sec): 3 clusters
  Score: Raw -5596876.008192 + Penalty 3519.262545 = -5593356.745647
  nChanged 2867
		SP:Iteration 6F (33001.000000 sec): 3 clusters
  Score: Raw -5598572.742788 + Penalty 3519.262545 = -5595053.480243
  nChanged 3157
		SP:Iteration 7F (33001.440000 sec): 3 clusters
  Score: Raw -5600805.871165 + Penalty 3519.262545 = -5597286.608621
  nChanged 3328
		SP:Iteration 8F (33001.920000 sec): 3 clusters
  Score: Raw -5603359.893798 + Penalty 3519.262545 = -5599840.631253
  nChanged 3005
		SP:Iteration 9F (33002.470000 sec): 3 clusters
  Score: Raw -5605496.987014 + Penalty 3519.262545 = -5601977.724469
  nChanged 2320
		SP:Iteration 10Q (33003.030000 sec): 3 clusters
  Score: Raw -5606739.218038 + Penalty 3519.262545 = -5603219.955493
  nChanged 1462
		SP:Iteration 11Q (33003.570000 sec): 3 clusters
  Score: Raw -5607334.556628 + Penalty 3519.262545 = -5603815.294083
  nChanged 1059
		SP:Iteration 12Q (33004.070000 sec): 3 clusters
  Score: Raw -5607781.854965 + Penalty 3519.262545 = -5604262.592420
  nChanged 932
		SP:Iteration 13Q (33004.550000 sec): 3 clusters
  Score: Raw -5608168.852797 + Penalty 3519.262545 = -5604649.590252
  nChanged 852
		SP:Iteration 14Q (33005.040000 sec): 3 clusters
  Score: Raw -5608493.693472 + Penalty 3519.262545 = -5604974.430927
  nChanged 723
		SP:Iteration 15Q (33005.490000 sec): 3 clusters
  Score: Raw -5608745.562817 + Penalty 3519.262545 = -5605226.300272
  nChanged 675
		SP:Iteration 16Q (33006.030000 sec): 3 clusters
  Score: Raw -5608976.402169 + Penalty 3519.262545 = -5605457.139624
  nChanged 624
		SP:Iteration 17Q (33006.580000 sec): 3 clusters
  Score: Raw -5609184.957648 + Penalty 3519.262545 = -5605665.695103
  nChanged 562
		SP:Iteration 18Q (33007.080000 sec): 3 clusters
  Score: Raw -5609360.155518 + Penalty 3519.262545 = -5605840.892973
  nChanged 551
		SP:Iteration 19Q (33007.570000 sec): 3 clusters
  Score: Raw -5609523.519154 + Penalty 3519.262545 = -5606004.256610
  nChanged 508
		SP:Iteration 20F (33008.040000 sec): 3 clusters
  Score: Raw -5609669.167185 + Penalty 3519.262545 = -5606149.904640
  nChanged 434
		SP:Iteration 21Q (33008.530000 sec): 3 clusters
  Score: Raw -5609778.346333 + Penalty 3519.262545 = -5606259.083788
  nChanged 442
		SP:Iteration 22Q (33008.950000 sec): 3 clusters
  Score: Raw -5609899.107885 + Penalty 3519.262545 = -5606379.845340
  nChanged 414
		SP:Iteration 23Q (33009.460000 sec): 3 clusters
  Score: Raw -5610005.828155 + Penalty 3519.262545 = -5606486.565610
  nChanged 409
		SP:Iteration 24Q (33009.910000 sec): 3 clusters
  Score: Raw -5610105.816948 + Penalty 3519.262545 = -5606586.554403
  nChanged 386
		SP:Iteration 25Q (33010.350000 sec): 3 clusters
  Score: Raw -5610196.603115 + Penalty 3519.262545 = -5606677.340570
  nChanged 347
		SP:Iteration 26Q (33010.820000 sec): 3 clusters
  Score: Raw -5610271.380825 + Penalty 3519.262545 = -5606752.118280
  nChanged 349
		SP:Iteration 27Q (33011.310000 sec): 3 clusters
  Score: Raw -5610344.842437 + Penalty 3519.262545 = -5606825.579892
  nChanged 326
		SP:Iteration 28Q (33011.780000 sec): 3 clusters
  Score: Raw -5610409.341081 + Penalty 3519.262545 = -5606890.078536
  nChanged 312
		SP:Iteration 29Q (33012.230000 sec): 3 clusters
  Score: Raw -5610470.998265 + Penalty 3519.262545 = -5606951.735720
  nChanged 313
		SP:Iteration 30Q (33012.680000 sec): 3 clusters
  Score: Raw -5610533.814179 + Penalty 3519.262545 = -5607014.551634
  nChanged 304
		SP:Iteration 31Q (33013.140000 sec): 3 clusters
  Score: Raw -5610590.567502 + Penalty 3519.262545 = -5607071.304957
  nChanged 301
		SP:Iteration 32Q (33013.610000 sec): 3 clusters
  Score: Raw -5610644.655370 + Penalty 3519.262545 = -5607125.392825
  nChanged 277
		SP:Iteration 33Q (33014.120000 sec): 3 clusters
  Score: Raw -5610691.565403 + Penalty 3519.262545 = -5607172.302858
  nChanged 241
		SP:Iteration 34Q (33014.600000 sec): 3 clusters
  Score: Raw -5610729.014627 + Penalty 3519.262545 = -5607209.752083
  nChanged 230
		SP:Iteration 35Q (33015.040000 sec): 3 clusters
  Score: Raw -5610765.456383 + Penalty 3519.262545 = -5607246.193838
  nChanged 238
		SP:Iteration 36Q (33015.510000 sec): 3 clusters
  Score: Raw -5610802.391876 + Penalty 3519.262545 = -5607283.129331
  nChanged 209
		SP:Iteration 37Q (33015.960000 sec): 3 clusters
  Score: Raw -5610834.652480 + Penalty 3519.262545 = -5607315.389935
  nChanged 236
		SP:Iteration 38Q (33016.460000 sec): 3 clusters
  Score: Raw -5610874.796548 + Penalty 3519.262545 = -5607355.534003
  nChanged 246
		SP:Iteration 39Q (33016.970000 sec): 3 clusters
  Score: Raw -5610918.709735 + Penalty 3519.262545 = -5607399.447190
  nChanged 250
		SP:Iteration 40F (33017.460000 sec): 3 clusters
  Score: Raw -5610962.689386 + Penalty 3519.262545 = -5607443.426841
  nChanged 223
		SP:Iteration 41Q (33017.900000 sec): 3 clusters
  Score: Raw -5611003.655276 + Penalty 3519.262545 = -5607484.392731
  nChanged 231
		SP:Iteration 42Q (33018.390000 sec): 3 clusters
  Score: Raw -5611046.630223 + Penalty 3519.262545 = -5607527.367678
  nChanged 224
		SP:Iteration 43Q (33018.890000 sec): 3 clusters
  Score: Raw -5611088.386831 + Penalty 3519.262545 = -5607569.124286
  nChanged 215
		SP:Iteration 44Q (33019.360000 sec): 3 clusters
  Score: Raw -5611128.316124 + Penalty 3519.262545 = -5607609.053579
  nChanged 197
		SP:Iteration 45Q (33019.830000 sec): 3 clusters
  Score: Raw -5611165.306898 + Penalty 3519.262545 = -5607646.044353
  nChanged 205
		SP:Iteration 46Q (33020.290000 sec): 3 clusters
  Score: Raw -5611204.086326 + Penalty 3519.262545 = -5607684.823781
  nChanged 206
		SP:Iteration 47Q (33020.710000 sec): 3 clusters
  Score: Raw -5611241.671384 + Penalty 3519.262545 = -5607722.408839
  nChanged 196
		SP:Iteration 48Q (33021.170000 sec): 3 clusters
  Score: Raw -5611282.019458 + Penalty 3519.262545 = -5607762.756913
  nChanged 219
		SP:Iteration 49Q (33021.610000 sec): 3 clusters
  Score: Raw -5611336.142333 + Penalty 3519.262545 = -5607816.879788
  nChanged 243
		SP:Iteration 50Q (33022.070000 sec): 3 clusters
  Score: Raw -5611399.576732 + Penalty 3519.262545 = -5607880.314187
  nChanged 238
		SP:Iteration 51Q (33022.550000 sec): 3 clusters
  Score: Raw -5611464.684237 + Penalty 3519.262545 = -5607945.421692
  nChanged 241
		SP:Iteration 52Q (33022.970000 sec): 3 clusters
  Score: Raw -5611534.948919 + Penalty 3519.262545 = -5608015.686374
  nChanged 235
		SP:Iteration 53Q (33023.440000 sec): 3 clusters
  Score: Raw -5611610.821256 + Penalty 3519.262545 = -5608091.558711
  nChanged 250
		SP:Iteration 54Q (33023.900000 sec): 3 clusters
  Score: Raw -5611696.645274 + Penalty 3519.262545 = -5608177.382729
  nChanged 280
		SP:Iteration 55Q (33024.380000 sec): 3 clusters
  Score: Raw -5611800.886376 + Penalty 3519.262545 = -5608281.623831
  nChanged 274
		SP:Iteration 56Q (33024.830000 sec): 3 clusters
  Score: Raw -5611910.140019 + Penalty 3519.262545 = -5608390.877474
  nChanged 284
		SP:Iteration 57Q (33025.230000 sec): 3 clusters
  Score: Raw -5612016.132234 + Penalty 3519.262545 = -5608496.869689
  nChanged 265
		SP:Iteration 58Q (33025.620000 sec): 3 clusters
  Score: Raw -5612128.272432 + Penalty 3519.262545 = -5608609.009887
  nChanged 249
		SP:Iteration 59Q (33026.080000 sec): 3 clusters
  Score: Raw -5612247.009282 + Penalty 3519.262545 = -5608727.746737
  nChanged 259
		SP:Iteration 60F (33026.550000 sec): 3 clusters
  Score: Raw -5612388.642079 + Penalty 3519.262545 = -5608869.379534
  nChanged 261
		SP:Iteration 61Q (33026.920000 sec): 3 clusters
  Score: Raw -5612540.255931 + Penalty 3519.262545 = -5609020.993386
  nChanged 251
		SP:Iteration 62Q (33027.330000 sec): 3 clusters
  Score: Raw -5612697.805059 + Penalty 3519.262545 = -5609178.542514
  nChanged 253
		SP:Iteration 63Q (33027.750000 sec): 3 clusters
  Score: Raw -5612848.225735 + Penalty 3519.262545 = -5609328.963190
  nChanged 228
		SP:Iteration 64Q (33028.210000 sec): 3 clusters
  Score: Raw -5612976.366040 + Penalty 3519.262545 = -5609457.103495
  nChanged 189
		SP:Iteration 65Q (33028.670000 sec): 3 clusters
  Score: Raw -5613072.822087 + Penalty 3519.262545 = -5609553.559542
  nChanged 149
		SP:Iteration 66Q (33029.080000 sec): 3 clusters
  Score: Raw -5613130.243807 + Penalty 3519.262545 = -5609610.981262
  nChanged 115
		SP:Iteration 67Q (33029.550000 sec): 3 clusters
  Score: Raw -5613163.364180 + Penalty 3519.262545 = -5609644.101635
  nChanged 87
		SP:Iteration 68Q (33030.070000 sec): 3 clusters
  Score: Raw -5613183.327584 + Penalty 3519.262545 = -5609664.065039
  nChanged 65
		SP:Iteration 69Q (33030.550000 sec): 3 clusters
  Score: Raw -5613196.891333 + Penalty 3519.262545 = -5609677.628788
  nChanged 41
		SP:Iteration 70Q (33031.050000 sec): 3 clusters
  Score: Raw -5613205.551691 + Penalty 3519.262545 = -5609686.289146
  nChanged 41
		SP:Iteration 71Q (33031.530000 sec): 3 clusters
  Score: Raw -5613213.911789 + Penalty 3519.262545 = -5609694.649244
  nChanged 40
		SP:Iteration 72Q (33031.990000 sec): 3 clusters
  Score: Raw -5613221.543090 + Penalty 3519.262545 = -5609702.280545
  nChanged 32
		SP:Iteration 73Q (33032.410000 sec): 3 clusters
  Score: Raw -5613226.242871 + Penalty 3519.262545 = -5609706.980326
  nChanged 19
		SP:Iteration 74Q (33032.830000 sec): 3 clusters
  Score: Raw -5613228.757062 + Penalty 3519.262545 = -5609709.494517
  nChanged 18
		SP:Iteration 75Q (33033.230000 sec): 3 clusters
  Score: Raw -5613231.283999 + Penalty 3519.262545 = -5609712.021454
  nChanged 12
		SP:Iteration 76Q (33033.630000 sec): 3 clusters
  Score: Raw -5613232.827551 + Penalty 3519.262545 = -5609713.565006
  nChanged 12
		SP:Iteration 77Q (33034.100000 sec): 3 clusters
  Score: Raw -5613234.176661 + Penalty 3519.262545 = -5609714.914116
  nChanged 6
		SP:Iteration 78Q (33034.570000 sec): 3 clusters
  Score: Raw -5613234.835684 + Penalty 3519.262545 = -5609715.573139
  nChanged 5
		SP:Iteration 79Q (33035.030000 sec): 3 clusters
  Score: Raw -5613235.353203 + Penalty 3519.262545 = -5609716.090658
  nChanged 4
		SP:Iteration 80F (33035.520000 sec): 3 clusters
  Score: Raw -5613235.778883 + Penalty 3519.262545 = -5609716.516338
  nChanged 6
		SP:Iteration 81Q (33036.020000 sec): 3 clusters
  Score: Raw -5613236.428970 + Penalty 3519.262545 = -5609717.166425
  nChanged 6
		SP:Iteration 82Q (33036.510000 sec): 3 clusters
  Score: Raw -5613236.782945 + Penalty 3519.262545 = -5609717.520400
  nChanged 2
		SP:Iteration 83Q (33037.030000 sec): 3 clusters
  Score: Raw -5613237.003393 + Penalty 3519.262545 = -5609717.740849
  nChanged 3
		SP:Iteration 84Q (33037.470000 sec): 3 clusters
  Score: Raw -5613237.179250 + Penalty 3519.262545 = -5609717.916705
  nChanged 1
		SP:Iteration 85Q (33037.880000 sec): 3 clusters
  Score: Raw -5613237.235732 + Penalty 3519.262545 = -5609717.973187
  nChanged 0
		SP:Iteration 86F (33038.340000 sec): 3 clusters
  Score: Raw -5613237.235732 + Penalty 3519.262545 = -5609717.973187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (11156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33038.530000 sec): 2 clusters
  Score: Raw -1222182.651311 + Penalty 1514.456572 = -1220668.194740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33038.780000 sec): 3 clusters
  Score: Raw -1215788.379662 + Penalty 3028.913143 = -1212759.466519
  nChanged 4744
		SP:Iteration 1F (33039.000000 sec): 3 clusters
  Score: Raw -1218375.316122 + Penalty 3028.913143 = -1215346.402979
  nChanged 678
		SP:Iteration 2F (33039.220000 sec): 3 clusters
  Score: Raw -1218705.786995 + Penalty 3028.913143 = -1215676.873851
  nChanged 618
		SP:Iteration 3F (33039.480000 sec): 3 clusters
  Score: Raw -1219047.615095 + Penalty 3028.913143 = -1216018.701951
  nChanged 656
		SP:Iteration 4F (33039.720000 sec): 3 clusters
  Score: Raw -1219427.330250 + Penalty 3028.913143 = -1216398.417106
  nChanged 682
		SP:Iteration 5F (33039.960000 sec): 3 clusters
  Score: Raw -1219857.646425 + Penalty 3028.913143 = -1216828.733282
  nChanged 705
		SP:Iteration 6F (33040.150000 sec): 3 clusters
  Score: Raw -1220308.005153 + Penalty 3028.913143 = -1217279.092009
  nChanged 638
		SP:Iteration 7F (33040.390000 sec): 3 clusters
  Score: Raw -1220690.462032 + Penalty 3028.913143 = -1217661.548888
  nChanged 556
		SP:Iteration 8Q (33040.660000 sec): 3 clusters
  Score: Raw -1221011.293912 + Penalty 3028.913143 = -1217982.380769
  nChanged 442
		SP:Iteration 9Q (33040.870000 sec): 3 clusters
  Score: Raw -1221264.258263 + Penalty 3028.913143 = -1218235.345120
  nChanged 412
		SP:Iteration 10Q (33041.080000 sec): 3 clusters
  Score: Raw -1221483.883444 + Penalty 3028.913143 = -1218454.970301
  nChanged 369
		SP:Iteration 11Q (33041.360000 sec): 3 clusters
  Score: Raw -1221696.471902 + Penalty 3028.913143 = -1218667.558759
  nChanged 311
		SP:Iteration 12Q (33041.590000 sec): 3 clusters
  Score: Raw -1221921.900394 + Penalty 3028.913143 = -1218892.987251
  nChanged 272
		SP:Iteration 13Q (33041.830000 sec): 3 clusters
  Score: Raw -1222152.296266 + Penalty 3028.913143 = -1219123.383123
  nChanged 261
		SP:Iteration 14Q (33042.020000 sec): 3 clusters
  Score: Raw -1222367.981741 + Penalty 3028.913143 = -1219339.068597
  nChanged 185
		SP:Iteration 15Q (33042.250000 sec): 3 clusters
  Score: Raw -1222494.298746 + Penalty 3028.913143 = -1219465.385602
  nChanged 126
		SP:Iteration 16Q (33042.520000 sec): 3 clusters
  Score: Raw -1222553.276035 + Penalty 3028.913143 = -1219524.362891
  nChanged 96
		SP:Iteration 17Q (33042.740000 sec): 3 clusters
  Score: Raw -1222587.979018 + Penalty 3028.913143 = -1219559.065875
  nChanged 61
		SP:Iteration 18Q (33043.000000 sec): 3 clusters
  Score: Raw -1222607.701537 + Penalty 3028.913143 = -1219578.788394
  nChanged 52
		SP:Iteration 19Q (33043.220000 sec): 3 clusters
  Score: Raw -1222622.899835 + Penalty 3028.913143 = -1219593.986692
  nChanged 37
		SP:Iteration 20F (33043.490000 sec): 3 clusters
  Score: Raw -1222631.143718 + Penalty 3028.913143 = -1219602.230575
  nChanged 28
		SP:Iteration 21Q (33043.700000 sec): 3 clusters
  Score: Raw -1222636.149648 + Penalty 3028.913143 = -1219607.236505
  nChanged 16
		SP:Iteration 22Q (33043.900000 sec): 3 clusters
  Score: Raw -1222640.009930 + Penalty 3028.913143 = -1219611.096786
  nChanged 23
		SP:Iteration 23Q (33044.110000 sec): 3 clusters
  Score: Raw -1222646.841975 + Penalty 3028.913143 = -1219617.928831
  nChanged 18
		SP:Iteration 24Q (33044.350000 sec): 3 clusters
  Score: Raw -1222651.197253 + Penalty 3028.913143 = -1219622.284110
  nChanged 14
		SP:Iteration 25Q (33044.540000 sec): 3 clusters
  Score: Raw -1222653.791197 + Penalty 3028.913143 = -1219624.878054
  nChanged 12
		SP:Iteration 26Q (33044.710000 sec): 3 clusters
  Score: Raw -1222655.785796 + Penalty 3028.913143 = -1219626.872652
  nChanged 6
		SP:Iteration 27Q (33044.910000 sec): 3 clusters
  Score: Raw -1222657.275489 + Penalty 3028.913143 = -1219628.362346
  nChanged 4
		SP:Iteration 28Q (33045.140000 sec): 3 clusters
  Score: Raw -1222657.787158 + Penalty 3028.913143 = -1219628.874015
  nChanged 4
		SP:Iteration 29Q (33045.360000 sec): 3 clusters
  Score: Raw -1222658.365230 + Penalty 3028.913143 = -1219629.452087
  nChanged 4
		SP:Iteration 30Q (33045.550000 sec): 3 clusters
  Score: Raw -1222659.094722 + Penalty 3028.913143 = -1219630.181579
  nChanged 4
		SP:Iteration 31Q (33045.790000 sec): 3 clusters
  Score: Raw -1222659.938352 + Penalty 3028.913143 = -1219631.025209
  nChanged 2
		SP:Iteration 32Q (33046.050000 sec): 3 clusters
  Score: Raw -1222660.487358 + Penalty 3028.913143 = -1219631.574214
  nChanged 4
		SP:Iteration 33Q (33046.270000 sec): 3 clusters
  Score: Raw -1222661.313957 + Penalty 3028.913143 = -1219632.400814
  nChanged 4
		SP:Iteration 34Q (33046.490000 sec): 3 clusters
  Score: Raw -1222661.833637 + Penalty 3028.913143 = -1219632.920493
  nChanged 3
		SP:Iteration 35Q (33046.670000 sec): 3 clusters
  Score: Raw -1222662.383275 + Penalty 3028.913143 = -1219633.470132
  nChanged 3
		SP:Iteration 36Q (33046.910000 sec): 3 clusters
  Score: Raw -1222662.813152 + Penalty 3028.913143 = -1219633.900009
  nChanged 2
		SP:Iteration 37Q (33047.160000 sec): 3 clusters
  Score: Raw -1222663.142596 + Penalty 3028.913143 = -1219634.229453
  nChanged 2
		SP:Iteration 38Q (33047.370000 sec): 3 clusters
  Score: Raw -1222663.612532 + Penalty 3028.913143 = -1219634.699389
  nChanged 2
		SP:Iteration 39Q (33047.600000 sec): 3 clusters
  Score: Raw -1222664.046785 + Penalty 3028.913143 = -1219635.133642
  nChanged 3
		SP:Iteration 40F (33047.790000 sec): 3 clusters
  Score: Raw -1222664.845704 + Penalty 3028.913143 = -1219635.932560
  nChanged 5
		SP:Iteration 41Q (33047.970000 sec): 3 clusters
  Score: Raw -1222665.830230 + Penalty 3028.913143 = -1219636.917087
  nChanged 4
		SP:Iteration 42Q (33048.220000 sec): 3 clusters
  Score: Raw -1222666.505658 + Penalty 3028.913143 = -1219637.592514
  nChanged 1
		SP:Iteration 43Q (33048.430000 sec): 3 clusters
  Score: Raw -1222666.629107 + Penalty 3028.913143 = -1219637.715964
  nChanged 3
		SP:Iteration 44Q (33048.650000 sec): 3 clusters
  Score: Raw -1222667.294536 + Penalty 3028.913143 = -1219638.381392
  nChanged 3
		SP:Iteration 45Q (33048.810000 sec): 3 clusters
  Score: Raw -1222667.780715 + Penalty 3028.913143 = -1219638.867572
  nChanged 4
		SP:Iteration 46Q (33049.060000 sec): 3 clusters
  Score: Raw -1222668.150423 + Penalty 3028.913143 = -1219639.237280
  nChanged 0
		SP:Iteration 47F (33049.310000 sec): 3 clusters
  Score: Raw -1222668.150423 + Penalty 3028.913143 = -1219639.237280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33049.460000 sec): 2 clusters
  Score: Raw -557531.674300 + Penalty 1391.072188 = -556140.602112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33049.630000 sec): 3 clusters
  Score: Raw -554782.286059 + Penalty 2782.144376 = -552000.141683
  nChanged 2127
		SP:Iteration 1F (33049.810000 sec): 3 clusters
  Score: Raw -556029.465674 + Penalty 2782.144376 = -553247.321298
  nChanged 443
		SP:Iteration 2F (33049.990000 sec): 3 clusters
  Score: Raw -556359.022430 + Penalty 2782.144376 = -553576.878054
  nChanged 373
		SP:Iteration 3F (33050.230000 sec): 3 clusters
  Score: Raw -556642.992538 + Penalty 2782.144376 = -553860.848162
  nChanged 380
		SP:Iteration 4F (33050.400000 sec): 3 clusters
  Score: Raw -556940.302926 + Penalty 2782.144376 = -554158.158550
  nChanged 352
		SP:Iteration 5F (33050.620000 sec): 3 clusters
  Score: Raw -557197.632764 + Penalty 2782.144376 = -554415.488388
  nChanged 286
		SP:Iteration 6F (33050.770000 sec): 3 clusters
  Score: Raw -557403.381909 + Penalty 2782.144376 = -554621.237533
  nChanged 210
		SP:Iteration 7Q (33050.970000 sec): 3 clusters
  Score: Raw -557555.029592 + Penalty 2782.144376 = -554772.885217
  nChanged 177
		SP:Iteration 8Q (33051.220000 sec): 3 clusters
  Score: Raw -557687.968043 + Penalty 2782.144376 = -554905.823667
  nChanged 133
		SP:Iteration 9Q (33051.430000 sec): 3 clusters
  Score: Raw -557770.482802 + Penalty 2782.144376 = -554988.338426
  nChanged 97
		SP:Iteration 10Q (33051.640000 sec): 3 clusters
  Score: Raw -557827.765333 + Penalty 2782.144376 = -555045.620958
  nChanged 77
		SP:Iteration 11Q (33051.830000 sec): 3 clusters
  Score: Raw -557869.159758 + Penalty 2782.144376 = -555087.015382
  nChanged 51
		SP:Iteration 12Q (33052.020000 sec): 3 clusters
  Score: Raw -557899.119053 + Penalty 2782.144376 = -555116.974677
  nChanged 39
		SP:Iteration 13Q (33052.210000 sec): 3 clusters
  Score: Raw -557929.371480 + Penalty 2782.144376 = -555147.227104
  nChanged 33
		SP:Iteration 14Q (33052.350000 sec): 3 clusters
  Score: Raw -557952.842185 + Penalty 2782.144376 = -555170.697809
  nChanged 30
		SP:Iteration 15Q (33052.560000 sec): 3 clusters
  Score: Raw -557968.262346 + Penalty 2782.144376 = -555186.117970
  nChanged 22
		SP:Iteration 16Q (33052.720000 sec): 3 clusters
  Score: Raw -557976.584790 + Penalty 2782.144376 = -555194.440414
  nChanged 17
		SP:Iteration 17Q (33052.880000 sec): 3 clusters
  Score: Raw -557986.433852 + Penalty 2782.144376 = -555204.289476
  nChanged 15
		SP:Iteration 18Q (33053.120000 sec): 3 clusters
  Score: Raw -557994.514953 + Penalty 2782.144376 = -555212.370578
  nChanged 13
		SP:Iteration 19Q (33053.280000 sec): 3 clusters
  Score: Raw -558001.162750 + Penalty 2782.144376 = -555219.018374
  nChanged 19
		SP:Iteration 20F (33053.460000 sec): 3 clusters
  Score: Raw -558012.347458 + Penalty 2782.144376 = -555230.203082
  nChanged 15
		SP:Iteration 21Q (33053.660000 sec): 3 clusters
  Score: Raw -558021.979771 + Penalty 2782.144376 = -555239.835395
  nChanged 16
		SP:Iteration 22Q (33053.830000 sec): 3 clusters
  Score: Raw -558029.931561 + Penalty 2782.144376 = -555247.787185
  nChanged 16
		SP:Iteration 23Q (33054.070000 sec): 3 clusters
  Score: Raw -558035.263228 + Penalty 2782.144376 = -555253.118852
  nChanged 12
		SP:Iteration 24Q (33054.270000 sec): 3 clusters
  Score: Raw -558043.092011 + Penalty 2782.144376 = -555260.947635
  nChanged 16
		SP:Iteration 25Q (33054.430000 sec): 3 clusters
  Score: Raw -558051.943748 + Penalty 2782.144376 = -555269.799372
  nChanged 14
		SP:Iteration 26Q (33054.660000 sec): 3 clusters
  Score: Raw -558059.888813 + Penalty 2782.144376 = -555277.744437
  nChanged 10
		SP:Iteration 27Q (33054.840000 sec): 3 clusters
  Score: Raw -558063.468797 + Penalty 2782.144376 = -555281.324421
  nChanged 4
		SP:Iteration 28Q (33055.010000 sec): 3 clusters
  Score: Raw -558064.545060 + Penalty 2782.144376 = -555282.400684
  nChanged 1
		SP:Iteration 29Q (33055.210000 sec): 3 clusters
  Score: Raw -558064.816998 + Penalty 2782.144376 = -555282.672622
  nChanged 3
		SP:Iteration 30Q (33055.400000 sec): 3 clusters
  Score: Raw -558066.325790 + Penalty 2782.144376 = -555284.181414
  nChanged 4
		SP:Iteration 31Q (33055.600000 sec): 3 clusters
  Score: Raw -558067.722831 + Penalty 2782.144376 = -555285.578455
  nChanged 2
		SP:Iteration 32Q (33055.790000 sec): 3 clusters
  Score: Raw -558068.781625 + Penalty 2782.144376 = -555286.637250
  nChanged 1
		SP:Iteration 33Q (33056.000000 sec): 3 clusters
  Score: Raw -558069.208652 + Penalty 2782.144376 = -555287.064276
  nChanged 3
		SP:Iteration 34Q (33056.190000 sec): 3 clusters
  Score: Raw -558071.117756 + Penalty 2782.144376 = -555288.973380
  nChanged 5
		SP:Iteration 35Q (33056.410000 sec): 3 clusters
  Score: Raw -558072.538085 + Penalty 2782.144376 = -555290.393709
  nChanged 5
		SP:Iteration 36Q (33056.610000 sec): 3 clusters
  Score: Raw -558075.690501 + Penalty 2782.144376 = -555293.546125
  nChanged 10
		SP:Iteration 37Q (33056.780000 sec): 3 clusters
  Score: Raw -558080.231249 + Penalty 2782.144376 = -555298.086873
  nChanged 8
		SP:Iteration 38Q (33056.950000 sec): 3 clusters
  Score: Raw -558084.237260 + Penalty 2782.144376 = -555302.092884
  nChanged 4
		SP:Iteration 39Q (33057.190000 sec): 3 clusters
  Score: Raw -558086.009818 + Penalty 2782.144376 = -555303.865442
  nChanged 2
		SP:Iteration 40F (33057.400000 sec): 3 clusters
  Score: Raw -558086.752220 + Penalty 2782.144376 = -555304.607845
  nChanged 4
		SP:Iteration 41Q (33057.540000 sec): 3 clusters
  Score: Raw -558088.850670 + Penalty 2782.144376 = -555306.706294
  nChanged 8
		SP:Iteration 42Q (33057.710000 sec): 3 clusters
  Score: Raw -558094.037738 + Penalty 2782.144376 = -555311.893362
  nChanged 11
		SP:Iteration 43Q (33057.910000 sec): 3 clusters
  Score: Raw -558101.415727 + Penalty 2782.144376 = -555319.271351
  nChanged 5
		SP:Iteration 44Q (33058.070000 sec): 3 clusters
  Score: Raw -558104.180116 + Penalty 2782.144376 = -555322.035741
  nChanged 4
		SP:Iteration 45Q (33058.250000 sec): 3 clusters
  Score: Raw -558105.948350 + Penalty 2782.144376 = -555323.803974
  nChanged 1
		SP:Iteration 46Q (33058.460000 sec): 3 clusters
  Score: Raw -558106.104283 + Penalty 2782.144376 = -555323.959907
  nChanged 1
		SP:Iteration 47Q (33058.680000 sec): 3 clusters
  Score: Raw -558106.364845 + Penalty 2782.144376 = -555324.220470
  nChanged 0
		SP:Iteration 48F (33058.870000 sec): 3 clusters
  Score: Raw -558106.364845 + Penalty 2782.144376 = -555324.220470
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33059.010000 sec): 2 clusters
  Score: Raw -315527.873903 + Penalty 1301.143027 = -314226.730876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33059.180000 sec): 3 clusters
  Score: Raw -314150.719766 + Penalty 2602.286054 = -311548.433712
  nChanged 1089
		SP:Iteration 1F (33059.390000 sec): 3 clusters
  Score: Raw -314912.456473 + Penalty 2602.286054 = -312310.170419
  nChanged 255
		SP:Iteration 2F (33059.550000 sec): 3 clusters
  Score: Raw -315100.204541 + Penalty 2602.286054 = -312497.918487
  nChanged 166
		SP:Iteration 3F (33059.750000 sec): 3 clusters
  Score: Raw -315228.179616 + Penalty 2602.286054 = -312625.893562
  nChanged 136
		SP:Iteration 4Q (33059.940000 sec): 3 clusters
  Score: Raw -315316.580726 + Penalty 2602.286054 = -312714.294672
  nChanged 109
		SP:Iteration 5Q (33060.130000 sec): 3 clusters
  Score: Raw -315388.407761 + Penalty 2602.286054 = -312786.121707
  nChanged 84
		SP:Iteration 6Q (33060.300000 sec): 3 clusters
  Score: Raw -315450.860804 + Penalty 2602.286054 = -312848.574750
  nChanged 76
		SP:Iteration 7Q (33060.460000 sec): 3 clusters
  Score: Raw -315497.152250 + Penalty 2602.286054 = -312894.866196
  nChanged 59
		SP:Iteration 8Q (33060.640000 sec): 3 clusters
  Score: Raw -315527.379264 + Penalty 2602.286054 = -312925.093210
  nChanged 45
		SP:Iteration 9Q (33060.870000 sec): 3 clusters
  Score: Raw -315544.562579 + Penalty 2602.286054 = -312942.276525
  nChanged 35
		SP:Iteration 10Q (33061.070000 sec): 3 clusters
  Score: Raw -315558.738659 + Penalty 2602.286054 = -312956.452605
  nChanged 25
		SP:Iteration 11Q (33061.270000 sec): 3 clusters
  Score: Raw -315567.399534 + Penalty 2602.286054 = -312965.113480
  nChanged 22
		SP:Iteration 12Q (33061.450000 sec): 3 clusters
  Score: Raw -315574.917935 + Penalty 2602.286054 = -312972.631881
  nChanged 18
		SP:Iteration 13Q (33061.610000 sec): 3 clusters
  Score: Raw -315581.293584 + Penalty 2602.286054 = -312979.007530
  nChanged 15
		SP:Iteration 14Q (33061.780000 sec): 3 clusters
  Score: Raw -315586.077578 + Penalty 2602.286054 = -312983.791524
  nChanged 10
		SP:Iteration 15Q (33061.960000 sec): 3 clusters
  Score: Raw -315590.440641 + Penalty 2602.286054 = -312988.154587
  nChanged 13
		SP:Iteration 16Q (33062.120000 sec): 3 clusters
  Score: Raw -315594.871010 + Penalty 2602.286054 = -312992.584956
  nChanged 13
		SP:Iteration 17Q (33062.290000 sec): 3 clusters
  Score: Raw -315600.542150 + Penalty 2602.286054 = -312998.256096
  nChanged 15
		SP:Iteration 18Q (33062.450000 sec): 3 clusters
  Score: Raw -315606.467423 + Penalty 2602.286054 = -313004.181369
  nChanged 17
		SP:Iteration 19Q (33062.660000 sec): 3 clusters
  Score: Raw -315613.790309 + Penalty 2602.286054 = -313011.504255
  nChanged 16
		SP:Iteration 20F (33062.800000 sec): 3 clusters
  Score: Raw -315618.274099 + Penalty 2602.286054 = -313015.988045
  nChanged 11
		SP:Iteration 21Q (33063.010000 sec): 3 clusters
  Score: Raw -315621.988673 + Penalty 2602.286054 = -313019.702619
  nChanged 10
		SP:Iteration 22Q (33063.150000 sec): 3 clusters
  Score: Raw -315624.607546 + Penalty 2602.286054 = -313022.321492
  nChanged 10
		SP:Iteration 23Q (33063.350000 sec): 3 clusters
  Score: Raw -315628.692260 + Penalty 2602.286054 = -313026.406206
  nChanged 10
		SP:Iteration 24Q (33063.520000 sec): 3 clusters
  Score: Raw -315631.751853 + Penalty 2602.286054 = -313029.465799
  nChanged 4
		SP:Iteration 25Q (33063.700000 sec): 3 clusters
  Score: Raw -315633.414709 + Penalty 2602.286054 = -313031.128655
  nChanged 4
		SP:Iteration 26Q (33063.900000 sec): 3 clusters
  Score: Raw -315634.580561 + Penalty 2602.286054 = -313032.294507
  nChanged 4
		SP:Iteration 27Q (33064.070000 sec): 3 clusters
  Score: Raw -315635.165975 + Penalty 2602.286054 = -313032.879921
  nChanged 1
		SP:Iteration 28Q (33064.230000 sec): 3 clusters
  Score: Raw -315636.065416 + Penalty 2602.286054 = -313033.779362
  nChanged 3
		SP:Iteration 29Q (33064.400000 sec): 3 clusters
  Score: Raw -315636.513218 + Penalty 2602.286054 = -313034.227164
  nChanged 2
		SP:Iteration 30Q (33064.620000 sec): 3 clusters
  Score: Raw -315636.839016 + Penalty 2602.286054 = -313034.552962
  nChanged 0
		SP:Iteration 31F (33064.750000 sec): 3 clusters
  Score: Raw -315636.839016 + Penalty 2602.286054 = -313034.552962
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33064.850000 sec): 2 clusters
  Score: Raw -312237.267233 + Penalty 1302.758884 = -310934.508349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33065.050000 sec): 3 clusters
  Score: Raw -310832.582049 + Penalty 2605.517768 = -308227.064282
  nChanged 1145
		SP:Iteration 1F (33065.260000 sec): 3 clusters
  Score: Raw -311639.000626 + Penalty 2605.517768 = -309033.482859
  nChanged 265
		SP:Iteration 2F (33065.440000 sec): 3 clusters
  Score: Raw -311884.140619 + Penalty 2605.517768 = -309278.622851
  nChanged 210
		SP:Iteration 3F (33065.600000 sec): 3 clusters
  Score: Raw -312050.819241 + Penalty 2605.517768 = -309445.301473
  nChanged 148
		SP:Iteration 4Q (33065.760000 sec): 3 clusters
  Score: Raw -312170.649424 + Penalty 2605.517768 = -309565.131656
  nChanged 127
		SP:Iteration 5Q (33065.940000 sec): 3 clusters
  Score: Raw -312260.616987 + Penalty 2605.517768 = -309655.099219
  nChanged 101
		SP:Iteration 6Q (33066.090000 sec): 3 clusters
  Score: Raw -312336.816676 + Penalty 2605.517768 = -309731.298908
  nChanged 70
		SP:Iteration 7Q (33066.260000 sec): 3 clusters
  Score: Raw -312389.560500 + Penalty 2605.517768 = -309784.042732
  nChanged 68
		SP:Iteration 8Q (33066.460000 sec): 3 clusters
  Score: Raw -312436.745916 + Penalty 2605.517768 = -309831.228148
  nChanged 69
		SP:Iteration 9Q (33066.630000 sec): 3 clusters
  Score: Raw -312470.055073 + Penalty 2605.517768 = -309864.537306
  nChanged 41
		SP:Iteration 10Q (33066.820000 sec): 3 clusters
  Score: Raw -312493.516745 + Penalty 2605.517768 = -309887.998978
  nChanged 44
		SP:Iteration 11Q (33066.980000 sec): 3 clusters
  Score: Raw -312516.632776 + Penalty 2605.517768 = -309911.115008
  nChanged 34
		SP:Iteration 12Q (33067.130000 sec): 3 clusters
  Score: Raw -312529.571927 + Penalty 2605.517768 = -309924.054159
  nChanged 24
		SP:Iteration 13Q (33067.350000 sec): 3 clusters
  Score: Raw -312537.494250 + Penalty 2605.517768 = -309931.976482
  nChanged 15
		SP:Iteration 14Q (33067.520000 sec): 3 clusters
  Score: Raw -312544.064420 + Penalty 2605.517768 = -309938.546652
  nChanged 13
		SP:Iteration 15Q (33067.660000 sec): 3 clusters
  Score: Raw -312548.247223 + Penalty 2605.517768 = -309942.729455
  nChanged 9
		SP:Iteration 16Q (33067.850000 sec): 3 clusters
  Score: Raw -312550.948380 + Penalty 2605.517768 = -309945.430613
  nChanged 8
		SP:Iteration 17Q (33068.020000 sec): 3 clusters
  Score: Raw -312553.239155 + Penalty 2605.517768 = -309947.721388
  nChanged 8
		SP:Iteration 18Q (33068.180000 sec): 3 clusters
  Score: Raw -312555.515593 + Penalty 2605.517768 = -309949.997825
  nChanged 6
		SP:Iteration 19Q (33068.350000 sec): 3 clusters
  Score: Raw -312557.223743 + Penalty 2605.517768 = -309951.705975
  nChanged 5
		SP:Iteration 20F (33068.550000 sec): 3 clusters
  Score: Raw -312558.126095 + Penalty 2605.517768 = -309952.608328
  nChanged 5
		SP:Iteration 21Q (33068.690000 sec): 3 clusters
  Score: Raw -312559.118535 + Penalty 2605.517768 = -309953.600768
  nChanged 4
		SP:Iteration 22Q (33068.870000 sec): 3 clusters
  Score: Raw -312559.938098 + Penalty 2605.517768 = -309954.420331
  nChanged 3
		SP:Iteration 23Q (33069.040000 sec): 3 clusters
  Score: Raw -312560.224184 + Penalty 2605.517768 = -309954.706416
  nChanged 1
		SP:Iteration 24Q (33069.220000 sec): 3 clusters
  Score: Raw -312560.603233 + Penalty 2605.517768 = -309955.085465
  nChanged 1
		SP:Iteration 25Q (33069.390000 sec): 3 clusters
  Score: Raw -312561.033840 + Penalty 2605.517768 = -309955.516072
  nChanged 1
		SP:Iteration 26Q (33069.590000 sec): 3 clusters
  Score: Raw -312561.422454 + Penalty 2605.517768 = -309955.904686
  nChanged 2
		SP:Iteration 27Q (33069.760000 sec): 3 clusters
  Score: Raw -312562.164775 + Penalty 2605.517768 = -309956.647007
  nChanged 0
		SP:Iteration 28F (33069.920000 sec): 3 clusters
  Score: Raw -312562.164775 + Penalty 2605.517768 = -309956.647007
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33070.060000 sec): 2 clusters
  Score: Raw -438926.957337 + Penalty 1354.507615 = -437572.449722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33070.190000 sec): 3 clusters
  Score: Raw -436834.886549 + Penalty 2709.015230 = -434125.871318
  nChanged 1689
		SP:Iteration 1F (33070.350000 sec): 3 clusters
  Score: Raw -437931.376747 + Penalty 2709.015230 = -435222.361517
  nChanged 353
		SP:Iteration 2F (33070.560000 sec): 3 clusters
  Score: Raw -438176.712392 + Penalty 2709.015230 = -435467.697161
  nChanged 256
		SP:Iteration 3F (33070.720000 sec): 3 clusters
  Score: Raw -438352.904818 + Penalty 2709.015230 = -435643.889588
  nChanged 210
		SP:Iteration 4F (33070.910000 sec): 3 clusters
  Score: Raw -438477.056441 + Penalty 2709.015230 = -435768.041211
  nChanged 165
		SP:Iteration 5Q (33071.120000 sec): 3 clusters
  Score: Raw -438571.120312 + Penalty 2709.015230 = -435862.105082
  nChanged 122
		SP:Iteration 6Q (33071.280000 sec): 3 clusters
  Score: Raw -438643.750696 + Penalty 2709.015230 = -435934.735465
  nChanged 122
		SP:Iteration 7Q (33071.430000 sec): 3 clusters
  Score: Raw -438711.449001 + Penalty 2709.015230 = -436002.433771
  nChanged 99
		SP:Iteration 8Q (33071.620000 sec): 3 clusters
  Score: Raw -438760.610244 + Penalty 2709.015230 = -436051.595014
  nChanged 78
		SP:Iteration 9Q (33071.780000 sec): 3 clusters
  Score: Raw -438802.706203 + Penalty 2709.015230 = -436093.690973
  nChanged 75
		SP:Iteration 10Q (33071.960000 sec): 3 clusters
  Score: Raw -438840.468223 + Penalty 2709.015230 = -436131.452993
  nChanged 73
		SP:Iteration 11Q (33072.100000 sec): 3 clusters
  Score: Raw -438882.950768 + Penalty 2709.015230 = -436173.935537
  nChanged 75
		SP:Iteration 12Q (33072.250000 sec): 3 clusters
  Score: Raw -438928.033910 + Penalty 2709.015230 = -436219.018680
  nChanged 61
		SP:Iteration 13Q (33072.440000 sec): 3 clusters
  Score: Raw -438959.948870 + Penalty 2709.015230 = -436250.933639
  nChanged 56
		SP:Iteration 14Q (33072.640000 sec): 3 clusters
  Score: Raw -438990.569711 + Penalty 2709.015230 = -436281.554481
  nChanged 56
		SP:Iteration 15Q (33072.850000 sec): 3 clusters
  Score: Raw -439024.720665 + Penalty 2709.015230 = -436315.705435
  nChanged 44
		SP:Iteration 16Q (33073.030000 sec): 3 clusters
  Score: Raw -439050.558079 + Penalty 2709.015230 = -436341.542849
  nChanged 37
		SP:Iteration 17Q (33073.200000 sec): 3 clusters
  Score: Raw -439078.248788 + Penalty 2709.015230 = -436369.233558
  nChanged 41
		SP:Iteration 18Q (33073.370000 sec): 3 clusters
  Score: Raw -439102.154164 + Penalty 2709.015230 = -436393.138934
  nChanged 27
		SP:Iteration 19Q (33073.570000 sec): 3 clusters
  Score: Raw -439115.396623 + Penalty 2709.015230 = -436406.381393
  nChanged 21
		SP:Iteration 20F (33073.780000 sec): 3 clusters
  Score: Raw -439123.567211 + Penalty 2709.015230 = -436414.551981
  nChanged 15
		SP:Iteration 21Q (33073.950000 sec): 3 clusters
  Score: Raw -439130.706952 + Penalty 2709.015230 = -436421.691721
  nChanged 22
		SP:Iteration 22Q (33074.170000 sec): 3 clusters
  Score: Raw -439140.941831 + Penalty 2709.015230 = -436431.926601
  nChanged 18
		SP:Iteration 23Q (33074.290000 sec): 3 clusters
  Score: Raw -439148.377203 + Penalty 2709.015230 = -436439.361973
  nChanged 15
		SP:Iteration 24Q (33074.490000 sec): 3 clusters
  Score: Raw -439154.270608 + Penalty 2709.015230 = -436445.255378
  nChanged 9
		SP:Iteration 25Q (33074.630000 sec): 3 clusters
  Score: Raw -439160.045866 + Penalty 2709.015230 = -436451.030635
  nChanged 16
		SP:Iteration 26Q (33074.850000 sec): 3 clusters
  Score: Raw -439166.648662 + Penalty 2709.015230 = -436457.633431
  nChanged 12
		SP:Iteration 27Q (33075.060000 sec): 3 clusters
  Score: Raw -439170.697238 + Penalty 2709.015230 = -436461.682008
  nChanged 6
		SP:Iteration 28Q (33075.240000 sec): 3 clusters
  Score: Raw -439173.763578 + Penalty 2709.015230 = -436464.748347
  nChanged 6
		SP:Iteration 29Q (33075.460000 sec): 3 clusters
  Score: Raw -439174.946664 + Penalty 2709.015230 = -436465.931434
  nChanged 3
		SP:Iteration 30Q (33075.610000 sec): 3 clusters
  Score: Raw -439175.613994 + Penalty 2709.015230 = -436466.598763
  nChanged 4
		SP:Iteration 31Q (33075.780000 sec): 3 clusters
  Score: Raw -439177.726352 + Penalty 2709.015230 = -436468.711122
  nChanged 4
		SP:Iteration 32Q (33076.010000 sec): 3 clusters
  Score: Raw -439179.868907 + Penalty 2709.015230 = -436470.853676
  nChanged 2
		SP:Iteration 33Q (33076.180000 sec): 3 clusters
  Score: Raw -439180.242121 + Penalty 2709.015230 = -436471.226891
  nChanged 1
		SP:Iteration 34Q (33076.340000 sec): 3 clusters
  Score: Raw -439180.442744 + Penalty 2709.015230 = -436471.427514
  nChanged 2
		SP:Iteration 35Q (33076.500000 sec): 3 clusters
  Score: Raw -439180.856081 + Penalty 2709.015230 = -436471.840850
  nChanged 2
		SP:Iteration 36Q (33076.660000 sec): 3 clusters
  Score: Raw -439181.183458 + Penalty 2709.015230 = -436472.168227
  nChanged 0
		SP:Iteration 37F (33076.880000 sec): 3 clusters
  Score: Raw -439181.183458 + Penalty 2709.015230 = -436472.168227
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33076.970000 sec): 2 clusters
  Score: Raw -103516.908386 + Penalty 1116.889123 = -102400.019263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33077.120000 sec): 3 clusters
  Score: Raw -103192.877902 + Penalty 2233.778246 = -100959.099655
  nChanged 286
		SP:Iteration 1F (33077.290000 sec): 3 clusters
  Score: Raw -103504.212455 + Penalty 2233.778246 = -101270.434208
  nChanged 72
		SP:Iteration 2F (33077.440000 sec): 3 clusters
  Score: Raw -103604.887792 + Penalty 2233.778246 = -101371.109546
  nChanged 38
		SP:Iteration 3Q (33077.630000 sec): 3 clusters
  Score: Raw -103649.540185 + Penalty 2233.778246 = -101415.761939
  nChanged 25
		SP:Iteration 4Q (33077.810000 sec): 3 clusters
  Score: Raw -103669.750756 + Penalty 2233.778246 = -101435.972510
  nChanged 15
		SP:Iteration 5Q (33077.990000 sec): 3 clusters
  Score: Raw -103681.902755 + Penalty 2233.778246 = -101448.124509
  nChanged 11
		SP:Iteration 6Q (33078.200000 sec): 3 clusters
  Score: Raw -103689.911714 + Penalty 2233.778246 = -101456.133468
  nChanged 5
		SP:Iteration 7Q (33078.350000 sec): 3 clusters
  Score: Raw -103694.700295 + Penalty 2233.778246 = -101460.922049
  nChanged 3
		SP:Iteration 8Q (33078.510000 sec): 3 clusters
  Score: Raw -103700.358132 + Penalty 2233.778246 = -101466.579886
  nChanged 6
		SP:Iteration 9Q (33078.650000 sec): 3 clusters
  Score: Raw -103704.542023 + Penalty 2233.778246 = -101470.763777
  nChanged 6
		SP:Iteration 10Q (33078.790000 sec): 3 clusters
  Score: Raw -103709.141131 + Penalty 2233.778246 = -101475.362885
  nChanged 1
		SP:Iteration 11Q (33078.950000 sec): 3 clusters
  Score: Raw -103709.876440 + Penalty 2233.778246 = -101476.098194
  nChanged 1
		SP:Iteration 12Q (33079.120000 sec): 3 clusters
  Score: Raw -103712.799426 + Penalty 2233.778246 = -101479.021180
  nChanged 1
		SP:Iteration 13Q (33079.270000 sec): 3 clusters
  Score: Raw -103714.395644 + Penalty 2233.778246 = -101480.617398
  nChanged 2
		SP:Iteration 14Q (33079.480000 sec): 3 clusters
  Score: Raw -103715.727205 + Penalty 2233.778246 = -101481.948959
  nChanged 4
		SP:Iteration 15Q (33079.640000 sec): 3 clusters
  Score: Raw -103718.073728 + Penalty 2233.778246 = -101484.295481
  nChanged 3
		SP:Iteration 16Q (33079.800000 sec): 3 clusters
  Score: Raw -103722.687123 + Penalty 2233.778246 = -101488.908877
  nChanged 3
		SP:Iteration 17Q (33079.940000 sec): 3 clusters
  Score: Raw -103724.536181 + Penalty 2233.778246 = -101490.757935
  nChanged 4
		SP:Iteration 18Q (33080.140000 sec): 3 clusters
  Score: Raw -103727.606467 + Penalty 2233.778246 = -101493.828221
  nChanged 1
		SP:Iteration 19Q (33080.310000 sec): 3 clusters
  Score: Raw -103729.103182 + Penalty 2233.778246 = -101495.324936
  nChanged 4
		SP:Iteration 20F (33080.460000 sec): 3 clusters
  Score: Raw -103731.819405 + Penalty 2233.778246 = -101498.041159
  nChanged 2
		SP:Iteration 21Q (33080.630000 sec): 3 clusters
  Score: Raw -103733.839626 + Penalty 2233.778246 = -101500.061379
  nChanged 1
		SP:Iteration 22Q (33080.790000 sec): 3 clusters
  Score: Raw -103734.921892 + Penalty 2233.778246 = -101501.143646
  nChanged 1
		SP:Iteration 23Q (33081.030000 sec): 3 clusters
  Score: Raw -103735.250931 + Penalty 2233.778246 = -101501.472685
  nChanged 0
		SP:Iteration 24F (33081.210000 sec): 3 clusters
  Score: Raw -103735.250931 + Penalty 2233.778246 = -101501.472685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33081.430000 sec): 2 clusters
  Score: Raw -2177201.959723 + Penalty 1606.910246 = -2175595.049477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33081.710000 sec): 3 clusters
  Score: Raw -2165372.703316 + Penalty 3213.820492 = -2162158.882824
  nChanged 8854
		SP:Iteration 1F (33081.990000 sec): 3 clusters
  Score: Raw -2170302.992677 + Penalty 3213.820492 = -2167089.172185
  nChanged 1098
		SP:Iteration 2F (33082.280000 sec): 3 clusters
  Score: Raw -2170708.451974 + Penalty 3213.820492 = -2167494.631482
  nChanged 1016
		SP:Iteration 3F (33082.580000 sec): 3 clusters
  Score: Raw -2171127.338239 + Penalty 3213.820492 = -2167913.517747
  nChanged 1022
		SP:Iteration 4F (33082.840000 sec): 3 clusters
  Score: Raw -2171584.243796 + Penalty 3213.820492 = -2168370.423304
  nChanged 1068
		SP:Iteration 5F (33083.190000 sec): 3 clusters
  Score: Raw -2172139.735264 + Penalty 3213.820492 = -2168925.914772
  nChanged 1119
		SP:Iteration 6F (33083.480000 sec): 3 clusters
  Score: Raw -2172830.452340 + Penalty 3213.820492 = -2169616.631848
  nChanged 1241
		SP:Iteration 7F (33083.770000 sec): 3 clusters
  Score: Raw -2173704.003948 + Penalty 3213.820492 = -2170490.183456
  nChanged 1209
		SP:Iteration 8F (33084.060000 sec): 3 clusters
  Score: Raw -2174663.482348 + Penalty 3213.820492 = -2171449.661856
  nChanged 1064
		SP:Iteration 9F (33084.360000 sec): 3 clusters
  Score: Raw -2175591.774738 + Penalty 3213.820492 = -2172377.954246
  nChanged 813
		SP:Iteration 10Q (33084.720000 sec): 3 clusters
  Score: Raw -2176327.052947 + Penalty 3213.820492 = -2173113.232455
  nChanged 501
		SP:Iteration 11Q (33085.040000 sec): 3 clusters
  Score: Raw -2176747.173961 + Penalty 3213.820492 = -2173533.353469
  nChanged 270
		SP:Iteration 12Q (33085.330000 sec): 3 clusters
  Score: Raw -2176973.360156 + Penalty 3213.820492 = -2173759.539664
  nChanged 150
		SP:Iteration 13Q (33085.620000 sec): 3 clusters
  Score: Raw -2177104.047433 + Penalty 3213.820492 = -2173890.226941
  nChanged 104
		SP:Iteration 14Q (33085.910000 sec): 3 clusters
  Score: Raw -2177193.853470 + Penalty 3213.820492 = -2173980.032978
  nChanged 63
		SP:Iteration 15Q (33086.220000 sec): 3 clusters
  Score: Raw -2177256.266683 + Penalty 3213.820492 = -2174042.446191
  nChanged 42
		SP:Iteration 16Q (33086.460000 sec): 3 clusters
  Score: Raw -2177296.335870 + Penalty 3213.820492 = -2174082.515378
  nChanged 29
		SP:Iteration 17Q (33086.780000 sec): 3 clusters
  Score: Raw -2177324.922717 + Penalty 3213.820492 = -2174111.102225
  nChanged 20
		SP:Iteration 18Q (33087.120000 sec): 3 clusters
  Score: Raw -2177342.253280 + Penalty 3213.820492 = -2174128.432788
  nChanged 11
		SP:Iteration 19Q (33087.370000 sec): 3 clusters
  Score: Raw -2177351.141539 + Penalty 3213.820492 = -2174137.321047
  nChanged 7
		SP:Iteration 20F (33087.670000 sec): 3 clusters
  Score: Raw -2177358.012460 + Penalty 3213.820492 = -2174144.191968
  nChanged 8
		SP:Iteration 21Q (33087.950000 sec): 3 clusters
  Score: Raw -2177365.492321 + Penalty 3213.820492 = -2174151.671829
  nChanged 7
		SP:Iteration 22Q (33088.190000 sec): 3 clusters
  Score: Raw -2177370.588485 + Penalty 3213.820492 = -2174156.767993
  nChanged 5
		SP:Iteration 23Q (33088.500000 sec): 3 clusters
  Score: Raw -2177374.787288 + Penalty 3213.820492 = -2174160.966796
  nChanged 4
		SP:Iteration 24Q (33088.770000 sec): 3 clusters
  Score: Raw -2177378.663989 + Penalty 3213.820492 = -2174164.843497
  nChanged 1
		SP:Iteration 25Q (33089.050000 sec): 3 clusters
  Score: Raw -2177380.051690 + Penalty 3213.820492 = -2174166.231198
  nChanged 0
		SP:Iteration 26F (33089.300000 sec): 3 clusters
  Score: Raw -2177380.051690 + Penalty 3213.820492 = -2174166.231198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33089.440000 sec): 2 clusters
  Score: Raw -393294.146006 + Penalty 1330.842438 = -391963.303568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33089.600000 sec): 3 clusters
  Score: Raw -391514.769445 + Penalty 2661.684876 = -388853.084569
  nChanged 1360
		SP:Iteration 1F (33089.790000 sec): 3 clusters
  Score: Raw -392366.051092 + Penalty 2661.684876 = -389704.366216
  nChanged 295
		SP:Iteration 2F (33089.990000 sec): 3 clusters
  Score: Raw -392562.057037 + Penalty 2661.684876 = -389900.372161
  nChanged 214
		SP:Iteration 3F (33090.140000 sec): 3 clusters
  Score: Raw -392702.166693 + Penalty 2661.684876 = -390040.481817
  nChanged 178
		SP:Iteration 4Q (33090.310000 sec): 3 clusters
  Score: Raw -392810.086067 + Penalty 2661.684876 = -390148.401190
  nChanged 152
		SP:Iteration 5Q (33090.490000 sec): 3 clusters
  Score: Raw -392891.377749 + Penalty 2661.684876 = -390229.692872
  nChanged 111
		SP:Iteration 6Q (33090.630000 sec): 3 clusters
  Score: Raw -392944.635033 + Penalty 2661.684876 = -390282.950157
  nChanged 88
		SP:Iteration 7Q (33090.800000 sec): 3 clusters
  Score: Raw -392983.483859 + Penalty 2661.684876 = -390321.798983
  nChanged 65
		SP:Iteration 8Q (33090.970000 sec): 3 clusters
  Score: Raw -393009.257680 + Penalty 2661.684876 = -390347.572804
  nChanged 64
		SP:Iteration 9Q (33091.150000 sec): 3 clusters
  Score: Raw -393037.869192 + Penalty 2661.684876 = -390376.184316
  nChanged 63
		SP:Iteration 10Q (33091.320000 sec): 3 clusters
  Score: Raw -393061.944054 + Penalty 2661.684876 = -390400.259178
  nChanged 58
		SP:Iteration 11Q (33091.530000 sec): 3 clusters
  Score: Raw -393086.626396 + Penalty 2661.684876 = -390424.941520
  nChanged 59
		SP:Iteration 12Q (33091.710000 sec): 3 clusters
  Score: Raw -393112.363274 + Penalty 2661.684876 = -390450.678398
  nChanged 57
		SP:Iteration 13Q (33091.880000 sec): 3 clusters
  Score: Raw -393140.512161 + Penalty 2661.684876 = -390478.827285
  nChanged 61
		SP:Iteration 14Q (33092.050000 sec): 3 clusters
  Score: Raw -393171.441764 + Penalty 2661.684876 = -390509.756888
  nChanged 58
		SP:Iteration 15Q (33092.260000 sec): 3 clusters
  Score: Raw -393198.351297 + Penalty 2661.684876 = -390536.666420
  nChanged 54
		SP:Iteration 16Q (33092.430000 sec): 3 clusters
  Score: Raw -393224.179457 + Penalty 2661.684876 = -390562.494581
  nChanged 58
		SP:Iteration 17Q (33092.620000 sec): 3 clusters
  Score: Raw -393250.807190 + Penalty 2661.684876 = -390589.122314
  nChanged 55
		SP:Iteration 18Q (33092.830000 sec): 3 clusters
  Score: Raw -393275.627046 + Penalty 2661.684876 = -390613.942170
  nChanged 57
		SP:Iteration 19Q (33093.010000 sec): 3 clusters
  Score: Raw -393297.717464 + Penalty 2661.684876 = -390636.032588
  nChanged 39
		SP:Iteration 20F (33093.150000 sec): 3 clusters
  Score: Raw -393317.566538 + Penalty 2661.684876 = -390655.881662
  nChanged 44
		SP:Iteration 21Q (33093.320000 sec): 3 clusters
  Score: Raw -393342.036829 + Penalty 2661.684876 = -390680.351953
  nChanged 47
		SP:Iteration 22Q (33093.500000 sec): 3 clusters
  Score: Raw -393363.463979 + Penalty 2661.684876 = -390701.779103
  nChanged 32
		SP:Iteration 23Q (33093.690000 sec): 3 clusters
  Score: Raw -393376.939231 + Penalty 2661.684876 = -390715.254355
  nChanged 36
		SP:Iteration 24Q (33093.850000 sec): 3 clusters
  Score: Raw -393396.487996 + Penalty 2661.684876 = -390734.803120
  nChanged 41
		SP:Iteration 25Q (33094.040000 sec): 3 clusters
  Score: Raw -393418.939884 + Penalty 2661.684876 = -390757.255008
  nChanged 34
		SP:Iteration 26Q (33094.210000 sec): 3 clusters
  Score: Raw -393440.309923 + Penalty 2661.684876 = -390778.625047
  nChanged 34
		SP:Iteration 27Q (33094.430000 sec): 3 clusters
  Score: Raw -393458.910117 + Penalty 2661.684876 = -390797.225241
  nChanged 36
		SP:Iteration 28Q (33094.610000 sec): 3 clusters
  Score: Raw -393482.142648 + Penalty 2661.684876 = -390820.457772
  nChanged 34
		SP:Iteration 29Q (33094.780000 sec): 3 clusters
  Score: Raw -393505.395494 + Penalty 2661.684876 = -390843.710618
  nChanged 32
		SP:Iteration 30Q (33094.950000 sec): 3 clusters
  Score: Raw -393524.922457 + Penalty 2661.684876 = -390863.237581
  nChanged 21
		SP:Iteration 31Q (33095.150000 sec): 3 clusters
  Score: Raw -393537.156874 + Penalty 2661.684876 = -390875.471998
  nChanged 22
		SP:Iteration 32Q (33095.300000 sec): 3 clusters
  Score: Raw -393548.277168 + Penalty 2661.684876 = -390886.592292
  nChanged 12
		SP:Iteration 33Q (33095.500000 sec): 3 clusters
  Score: Raw -393555.020120 + Penalty 2661.684876 = -390893.335244
  nChanged 13
		SP:Iteration 34Q (33095.640000 sec): 3 clusters
  Score: Raw -393562.270154 + Penalty 2661.684876 = -390900.585278
  nChanged 10
		SP:Iteration 35Q (33095.820000 sec): 3 clusters
  Score: Raw -393566.968909 + Penalty 2661.684876 = -390905.284033
  nChanged 13
		SP:Iteration 36Q (33095.950000 sec): 3 clusters
  Score: Raw -393572.374876 + Penalty 2661.684876 = -390910.690000
  nChanged 9
		SP:Iteration 37Q (33096.100000 sec): 3 clusters
  Score: Raw -393578.909076 + Penalty 2661.684876 = -390917.224200
  nChanged 12
		SP:Iteration 38Q (33096.270000 sec): 3 clusters
  Score: Raw -393584.890732 + Penalty 2661.684876 = -390923.205856
  nChanged 7
		SP:Iteration 39Q (33096.470000 sec): 3 clusters
  Score: Raw -393589.272191 + Penalty 2661.684876 = -390927.587315
  nChanged 10
		SP:Iteration 40F (33096.650000 sec): 3 clusters
  Score: Raw -393593.644025 + Penalty 2661.684876 = -390931.959149
  nChanged 6
		SP:Iteration 41Q (33096.830000 sec): 3 clusters
  Score: Raw -393597.809741 + Penalty 2661.684876 = -390936.124865
  nChanged 4
		SP:Iteration 42Q (33097.010000 sec): 3 clusters
  Score: Raw -393599.794512 + Penalty 2661.684876 = -390938.109636
  nChanged 4
		SP:Iteration 43Q (33097.210000 sec): 3 clusters
  Score: Raw -393601.768489 + Penalty 2661.684876 = -390940.083613
  nChanged 4
		SP:Iteration 44Q (33097.400000 sec): 3 clusters
  Score: Raw -393605.393656 + Penalty 2661.684876 = -390943.708780
  nChanged 6
		SP:Iteration 45Q (33097.590000 sec): 3 clusters
  Score: Raw -393609.553791 + Penalty 2661.684876 = -390947.868915
  nChanged 6
		SP:Iteration 46Q (33097.780000 sec): 3 clusters
  Score: Raw -393612.554383 + Penalty 2661.684876 = -390950.869507
  nChanged 6
		SP:Iteration 47Q (33097.950000 sec): 3 clusters
  Score: Raw -393616.144173 + Penalty 2661.684876 = -390954.459297
  nChanged 6
		SP:Iteration 48Q (33098.130000 sec): 3 clusters
  Score: Raw -393620.210526 + Penalty 2661.684876 = -390958.525650
  nChanged 4
		SP:Iteration 49Q (33098.320000 sec): 3 clusters
  Score: Raw -393623.357044 + Penalty 2661.684876 = -390961.672168
  nChanged 4
		SP:Iteration 50Q (33098.490000 sec): 3 clusters
  Score: Raw -393625.562646 + Penalty 2661.684876 = -390963.877770
  nChanged 2
		SP:Iteration 51Q (33098.660000 sec): 3 clusters
  Score: Raw -393627.187356 + Penalty 2661.684876 = -390965.502480
  nChanged 0
		SP:Iteration 52F (33098.840000 sec): 3 clusters
  Score: Raw -393627.187356 + Penalty 2661.684876 = -390965.502480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33098.940000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33099.120000 sec): 3 clusters
  Score: Raw -20610.782130 + Penalty 1729.978243 = -18880.803887
  nChanged 29
		SP:Iteration 1F (33099.290000 sec): 3 clusters
  Score: Raw -20759.583202 + Penalty 1729.978243 = -19029.604958
  nChanged 10
		SP:Iteration 2Q (33099.460000 sec): 3 clusters
  Score: Raw -20812.758341 + Penalty 1729.978243 = -19082.780097
  nChanged 10
		SP:Iteration 3Q (33099.630000 sec): 3 clusters
  Score: Raw -20868.651090 + Penalty 1729.978243 = -19138.672847
  nChanged 10
		SP:Iteration 4Q (33099.800000 sec): 3 clusters
  Score: Raw -20951.558737 + Penalty 1729.978243 = -19221.580493
  nChanged 6
		SP:Iteration 5Q (33100.000000 sec): 3 clusters
  Score: Raw -20998.345687 + Penalty 1729.978243 = -19268.367444
  nChanged 2
		SP:Iteration 6Q (33100.150000 sec): 3 clusters
  Score: Raw -21017.360913 + Penalty 1729.978243 = -19287.382670
  nChanged 0
		SP:Iteration 7F (33100.330000 sec): 3 clusters
  Score: Raw -21017.360913 + Penalty 1729.978243 = -19287.382670
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33100.480000 sec): 2 clusters
  Score: Raw -726827.012772 + Penalty 1428.492915 = -725398.519858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33100.710000 sec): 3 clusters
  Score: Raw -723203.232519 + Penalty 2856.985829 = -720346.246690
  nChanged 2731
		SP:Iteration 1F (33100.930000 sec): 3 clusters
  Score: Raw -724632.287616 + Penalty 2856.985829 = -721775.301786
  nChanged 421
		SP:Iteration 2F (33101.150000 sec): 3 clusters
  Score: Raw -724825.061792 + Penalty 2856.985829 = -721968.075963
  nChanged 331
		SP:Iteration 3F (33101.390000 sec): 3 clusters
  Score: Raw -724982.024780 + Penalty 2856.985829 = -722125.038951
  nChanged 269
		SP:Iteration 4Q (33101.580000 sec): 3 clusters
  Score: Raw -725114.623356 + Penalty 2856.985829 = -722257.637527
  nChanged 263
		SP:Iteration 5Q (33101.810000 sec): 3 clusters
  Score: Raw -725238.358390 + Penalty 2856.985829 = -722381.372561
  nChanged 241
		SP:Iteration 6Q (33101.980000 sec): 3 clusters
  Score: Raw -725338.414925 + Penalty 2856.985829 = -722481.429095
  nChanged 212
		SP:Iteration 7Q (33102.170000 sec): 3 clusters
  Score: Raw -725436.533853 + Penalty 2856.985829 = -722579.548023
  nChanged 232
		SP:Iteration 8Q (33102.350000 sec): 3 clusters
  Score: Raw -725546.845092 + Penalty 2856.985829 = -722689.859263
  nChanged 243
		SP:Iteration 9Q (33102.510000 sec): 3 clusters
  Score: Raw -725661.804125 + Penalty 2856.985829 = -722804.818296
  nChanged 238
		SP:Iteration 10Q (33102.740000 sec): 3 clusters
  Score: Raw -725811.220105 + Penalty 2856.985829 = -722954.234276
  nChanged 267
		SP:Iteration 11Q (33102.950000 sec): 3 clusters
  Score: Raw -726012.235809 + Penalty 2856.985829 = -723155.249980
  nChanged 274
		SP:Iteration 12Q (33103.150000 sec): 3 clusters
  Score: Raw -726222.848966 + Penalty 2856.985829 = -723365.863137
  nChanged 243
		SP:Iteration 13Q (33103.370000 sec): 3 clusters
  Score: Raw -726406.038295 + Penalty 2856.985829 = -723549.052466
  nChanged 197
		SP:Iteration 14Q (33103.550000 sec): 3 clusters
  Score: Raw -726578.043161 + Penalty 2856.985829 = -723721.057331
  nChanged 157
		SP:Iteration 15Q (33103.740000 sec): 3 clusters
  Score: Raw -726720.583515 + Penalty 2856.985829 = -723863.597686
  nChanged 100
		SP:Iteration 16Q (33103.940000 sec): 3 clusters
  Score: Raw -726814.900755 + Penalty 2856.985829 = -723957.914926
  nChanged 70
		SP:Iteration 17Q (33104.130000 sec): 3 clusters
  Score: Raw -726864.540182 + Penalty 2856.985829 = -724007.554353
  nChanged 42
		SP:Iteration 18Q (33104.330000 sec): 3 clusters
  Score: Raw -726897.017181 + Penalty 2856.985829 = -724040.031352
  nChanged 23
		SP:Iteration 19Q (33104.520000 sec): 3 clusters
  Score: Raw -726916.516176 + Penalty 2856.985829 = -724059.530347
  nChanged 16
		SP:Iteration 20F (33104.730000 sec): 3 clusters
  Score: Raw -726927.478215 + Penalty 2856.985829 = -724070.492386
  nChanged 8
		SP:Iteration 21Q (33104.910000 sec): 3 clusters
  Score: Raw -726933.067361 + Penalty 2856.985829 = -724076.081532
  nChanged 12
		SP:Iteration 22Q (33105.080000 sec): 3 clusters
  Score: Raw -726941.170450 + Penalty 2856.985829 = -724084.184621
  nChanged 6
		SP:Iteration 23Q (33105.280000 sec): 3 clusters
  Score: Raw -726948.188656 + Penalty 2856.985829 = -724091.202827
  nChanged 8
		SP:Iteration 24Q (33105.460000 sec): 3 clusters
  Score: Raw -726954.206590 + Penalty 2856.985829 = -724097.220761
  nChanged 7
		SP:Iteration 25Q (33105.650000 sec): 3 clusters
  Score: Raw -726961.570530 + Penalty 2856.985829 = -724104.584701
  nChanged 10
		SP:Iteration 26Q (33105.880000 sec): 3 clusters
  Score: Raw -726969.525961 + Penalty 2856.985829 = -724112.540132
  nChanged 5
		SP:Iteration 27Q (33106.090000 sec): 3 clusters
  Score: Raw -726973.703096 + Penalty 2856.985829 = -724116.717267
  nChanged 4
		SP:Iteration 28Q (33106.310000 sec): 3 clusters
  Score: Raw -726976.571300 + Penalty 2856.985829 = -724119.585470
  nChanged 5
		SP:Iteration 29Q (33106.510000 sec): 3 clusters
  Score: Raw -726980.296177 + Penalty 2856.985829 = -724123.310347
  nChanged 3
		SP:Iteration 30Q (33106.690000 sec): 3 clusters
  Score: Raw -726983.224283 + Penalty 2856.985829 = -724126.238454
  nChanged 6
		SP:Iteration 31Q (33106.890000 sec): 3 clusters
  Score: Raw -726987.736297 + Penalty 2856.985829 = -724130.750468
  nChanged 4
		SP:Iteration 32Q (33107.090000 sec): 3 clusters
  Score: Raw -726992.950123 + Penalty 2856.985829 = -724135.964294
  nChanged 5
		SP:Iteration 33Q (33107.290000 sec): 3 clusters
  Score: Raw -726996.283392 + Penalty 2856.985829 = -724139.297563
  nChanged 1
		SP:Iteration 34Q (33107.480000 sec): 3 clusters
  Score: Raw -726997.760722 + Penalty 2856.985829 = -724140.774893
  nChanged 2
		SP:Iteration 35Q (33107.660000 sec): 3 clusters
  Score: Raw -726999.779535 + Penalty 2856.985829 = -724142.793706
  nChanged 5
		SP:Iteration 36Q (33107.870000 sec): 3 clusters
  Score: Raw -727004.561280 + Penalty 2856.985829 = -724147.575451
  nChanged 4
		SP:Iteration 37Q (33108.050000 sec): 3 clusters
  Score: Raw -727007.466093 + Penalty 2856.985829 = -724150.480263
  nChanged 6
		SP:Iteration 38Q (33108.200000 sec): 3 clusters
  Score: Raw -727015.893036 + Penalty 2856.985829 = -724158.907207
  nChanged 3
		SP:Iteration 39Q (33108.390000 sec): 3 clusters
  Score: Raw -727018.913519 + Penalty 2856.985829 = -724161.927690
  nChanged 1
		SP:Iteration 40F (33108.560000 sec): 3 clusters
  Score: Raw -727020.460725 + Penalty 2856.985829 = -724163.474896
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33108.670000 sec): 2 clusters
  Score: Raw -246918.777554 + Penalty 1275.831700 = -245642.945855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33108.830000 sec): 3 clusters
  Score: Raw -245731.242984 + Penalty 2551.663399 = -243179.579584
  nChanged 966
		SP:Iteration 1F (33108.990000 sec): 3 clusters
  Score: Raw -246408.752924 + Penalty 2551.663399 = -243857.089525
  nChanged 236
		SP:Iteration 2F (33109.180000 sec): 3 clusters
  Score: Raw -246625.138848 + Penalty 2551.663399 = -244073.475449
  nChanged 193
		SP:Iteration 3F (33109.370000 sec): 3 clusters
  Score: Raw -246808.999739 + Penalty 2551.663399 = -244257.336340
  nChanged 155
		SP:Iteration 4F (33109.550000 sec): 3 clusters
  Score: Raw -246965.926860 + Penalty 2551.663399 = -244414.263461
  nChanged 130
		SP:Iteration 5F (33109.720000 sec): 3 clusters
  Score: Raw -247104.789540 + Penalty 2551.663399 = -244553.126141
  nChanged 131
		SP:Iteration 6F (33109.860000 sec): 3 clusters
  Score: Raw -247249.308728 + Penalty 2551.663399 = -244697.645329
  nChanged 112
		SP:Iteration 7Q (33110.000000 sec): 3 clusters
  Score: Raw -247357.514626 + Penalty 2551.663399 = -244805.851227
  nChanged 63
		SP:Iteration 8Q (33110.160000 sec): 3 clusters
  Score: Raw -247412.748418 + Penalty 2551.663399 = -244861.085019
  nChanged 34
		SP:Iteration 9Q (33110.330000 sec): 3 clusters
  Score: Raw -247442.284486 + Penalty 2551.663399 = -244890.621087
  nChanged 38
		SP:Iteration 10Q (33110.500000 sec): 3 clusters
  Score: Raw -247470.330436 + Penalty 2551.663399 = -244918.667037
  nChanged 27
		SP:Iteration 11Q (33110.700000 sec): 3 clusters
  Score: Raw -247487.180255 + Penalty 2551.663399 = -244935.516856
  nChanged 18
		SP:Iteration 12Q (33110.890000 sec): 3 clusters
  Score: Raw -247500.537566 + Penalty 2551.663399 = -244948.874167
  nChanged 12
		SP:Iteration 13Q (33111.040000 sec): 3 clusters
  Score: Raw -247511.136744 + Penalty 2551.663399 = -244959.473345
  nChanged 11
		SP:Iteration 14Q (33111.190000 sec): 3 clusters
  Score: Raw -247517.854575 + Penalty 2551.663399 = -244966.191176
  nChanged 12
		SP:Iteration 15Q (33111.370000 sec): 3 clusters
  Score: Raw -247526.819462 + Penalty 2551.663399 = -244975.156062
  nChanged 11
		SP:Iteration 16Q (33111.540000 sec): 3 clusters
  Score: Raw -247532.100126 + Penalty 2551.663399 = -244980.436727
  nChanged 7
		SP:Iteration 17Q (33111.710000 sec): 3 clusters
  Score: Raw -247537.062465 + Penalty 2551.663399 = -244985.399066
  nChanged 7
		SP:Iteration 18Q (33111.870000 sec): 3 clusters
  Score: Raw -247542.320109 + Penalty 2551.663399 = -244990.656710
  nChanged 7
		SP:Iteration 19Q (33112.030000 sec): 3 clusters
  Score: Raw -247545.132601 + Penalty 2551.663399 = -244993.469202
  nChanged 6
		SP:Iteration 20F (33112.210000 sec): 3 clusters
  Score: Raw -247549.167628 + Penalty 2551.663399 = -244997.504229
  nChanged 7
		SP:Iteration 21Q (33112.410000 sec): 3 clusters
  Score: Raw -247551.662790 + Penalty 2551.663399 = -244999.999391
  nChanged 4
		SP:Iteration 22Q (33112.560000 sec): 3 clusters
  Score: Raw -247553.415848 + Penalty 2551.663399 = -245001.752449
  nChanged 3
		SP:Iteration 23Q (33112.740000 sec): 3 clusters
  Score: Raw -247555.141435 + Penalty 2551.663399 = -245003.478036
  nChanged 6
		SP:Iteration 24Q (33112.910000 sec): 3 clusters
  Score: Raw -247556.990126 + Penalty 2551.663399 = -245005.326727
  nChanged 3
		SP:Iteration 25Q (33113.130000 sec): 3 clusters
  Score: Raw -247558.798402 + Penalty 2551.663399 = -245007.135003
  nChanged 3
		SP:Iteration 26Q (33113.290000 sec): 3 clusters
  Score: Raw -247560.771037 + Penalty 2551.663399 = -245009.107638
  nChanged 5
		SP:Iteration 27Q (33113.470000 sec): 3 clusters
  Score: Raw -247564.174555 + Penalty 2551.663399 = -245012.511156
  nChanged 5
		SP:Iteration 28Q (33113.630000 sec): 3 clusters
  Score: Raw -247567.016068 + Penalty 2551.663399 = -245015.352668
  nChanged 3
		SP:Iteration 29Q (33113.800000 sec): 3 clusters
  Score: Raw -247567.875264 + Penalty 2551.663399 = -245016.211865
  nChanged 0
		SP:Iteration 30F (33113.990000 sec): 3 clusters
  Score: Raw -247567.875264 + Penalty 2551.663399 = -245016.211865
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33114.120000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33114.300000 sec): 3 clusters
  Score: Raw -24485.073589 + Penalty 1786.579673 = -22698.493916
  nChanged 56
		SP:Iteration 1F (33114.480000 sec): 3 clusters
  Score: Raw -24686.729550 + Penalty 1786.579673 = -22900.149877
  nChanged 21
		SP:Iteration 2F (33114.650000 sec): 3 clusters
  Score: Raw -24762.791749 + Penalty 1786.579673 = -22976.212075
  nChanged 12
		SP:Iteration 3Q (33114.840000 sec): 3 clusters
  Score: Raw -24797.339517 + Penalty 1786.579673 = -23010.759844
  nChanged 4
		SP:Iteration 4Q (33114.960000 sec): 3 clusters
  Score: Raw -24820.185256 + Penalty 1786.579673 = -23033.605583
  nChanged 3
		SP:Iteration 5Q (33115.160000 sec): 3 clusters
  Score: Raw -24835.043736 + Penalty 1786.579673 = -23048.464063
  nChanged 2
		SP:Iteration 6Q (33115.330000 sec): 3 clusters
  Score: Raw -24843.764839 + Penalty 1786.579673 = -23057.185166
  nChanged 0
		SP:Iteration 7F (33115.470000 sec): 3 clusters
  Score: Raw -24843.764839 + Penalty 1786.579673 = -23057.185166
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33115.580000 sec): 2 clusters
  Score: Raw -301757.327063 + Penalty 1287.190567 = -300470.136495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33115.780000 sec): 3 clusters
  Score: Raw -300413.213423 + Penalty 2574.381135 = -297838.832289
  nChanged 1024
		SP:Iteration 1F (33115.930000 sec): 3 clusters
  Score: Raw -301019.572154 + Penalty 2574.381135 = -298445.191019
  nChanged 212
		SP:Iteration 2F (33116.070000 sec): 3 clusters
  Score: Raw -301153.148761 + Penalty 2574.381135 = -298578.767626
  nChanged 136
		SP:Iteration 3Q (33116.240000 sec): 3 clusters
  Score: Raw -301243.858964 + Penalty 2574.381135 = -298669.477830
  nChanged 114
		SP:Iteration 4Q (33116.480000 sec): 3 clusters
  Score: Raw -301316.195519 + Penalty 2574.381135 = -298741.814385
  nChanged 100
		SP:Iteration 5Q (33116.630000 sec): 3 clusters
  Score: Raw -301381.186986 + Penalty 2574.381135 = -298806.805852
  nChanged 88
		SP:Iteration 6Q (33116.800000 sec): 3 clusters
  Score: Raw -301436.908605 + Penalty 2574.381135 = -298862.527470
  nChanged 77
		SP:Iteration 7Q (33116.940000 sec): 3 clusters
  Score: Raw -301479.892638 + Penalty 2574.381135 = -298905.511504
  nChanged 62
		SP:Iteration 8Q (33117.120000 sec): 3 clusters
  Score: Raw -301516.563716 + Penalty 2574.381135 = -298942.182581
  nChanged 61
		SP:Iteration 9Q (33117.330000 sec): 3 clusters
  Score: Raw -301552.247427 + Penalty 2574.381135 = -298977.866292
  nChanged 46
		SP:Iteration 10Q (33117.460000 sec): 3 clusters
  Score: Raw -301577.776087 + Penalty 2574.381135 = -299003.394952
  nChanged 36
		SP:Iteration 11Q (33117.670000 sec): 3 clusters
  Score: Raw -301597.296098 + Penalty 2574.381135 = -299022.914964
  nChanged 39
		SP:Iteration 12Q (33117.860000 sec): 3 clusters
  Score: Raw -301622.191053 + Penalty 2574.381135 = -299047.809918
  nChanged 44
		SP:Iteration 13Q (33118.060000 sec): 3 clusters
  Score: Raw -301653.001177 + Penalty 2574.381135 = -299078.620043
  nChanged 49
		SP:Iteration 14Q (33118.180000 sec): 3 clusters
  Score: Raw -301687.311412 + Penalty 2574.381135 = -299112.930278
  nChanged 44
		SP:Iteration 15Q (33118.380000 sec): 3 clusters
  Score: Raw -301714.436721 + Penalty 2574.381135 = -299140.055587
  nChanged 28
		SP:Iteration 16Q (33118.510000 sec): 3 clusters
  Score: Raw -301730.068299 + Penalty 2574.381135 = -299155.687164
  nChanged 26
		SP:Iteration 17Q (33118.680000 sec): 3 clusters
  Score: Raw -301742.594345 + Penalty 2574.381135 = -299168.213210
  nChanged 19
		SP:Iteration 18Q (33118.920000 sec): 3 clusters
  Score: Raw -301756.364427 + Penalty 2574.381135 = -299181.983292
  nChanged 18
		SP:Iteration 19Q (33119.070000 sec): 3 clusters
  Score: Raw -301767.189568 + Penalty 2574.381135 = -299192.808434
  nChanged 26
		SP:Iteration 20F (33119.290000 sec): 3 clusters
  Score: Raw -301783.257041 + Penalty 2574.381135 = -299208.875906
  nChanged 20
		SP:Iteration 21Q (33119.480000 sec): 3 clusters
  Score: Raw -301795.560860 + Penalty 2574.381135 = -299221.179726
  nChanged 18
		SP:Iteration 22Q (33119.650000 sec): 3 clusters
  Score: Raw -301803.901223 + Penalty 2574.381135 = -299229.520088
  nChanged 12
		SP:Iteration 23Q (33119.800000 sec): 3 clusters
  Score: Raw -301810.864522 + Penalty 2574.381135 = -299236.483388
  nChanged 14
		SP:Iteration 24Q (33119.960000 sec): 3 clusters
  Score: Raw -301818.471655 + Penalty 2574.381135 = -299244.090521
  nChanged 9
		SP:Iteration 25Q (33120.170000 sec): 3 clusters
  Score: Raw -301823.131727 + Penalty 2574.381135 = -299248.750593
  nChanged 13
		SP:Iteration 26Q (33120.340000 sec): 3 clusters
  Score: Raw -301829.341734 + Penalty 2574.381135 = -299254.960599
  nChanged 10
		SP:Iteration 27Q (33120.500000 sec): 3 clusters
  Score: Raw -301837.755873 + Penalty 2574.381135 = -299263.374739
  nChanged 18
		SP:Iteration 28Q (33120.690000 sec): 3 clusters
  Score: Raw -301849.846969 + Penalty 2574.381135 = -299275.465834
  nChanged 14
		SP:Iteration 29Q (33120.880000 sec): 3 clusters
  Score: Raw -301858.830098 + Penalty 2574.381135 = -299284.448964
  nChanged 10
		SP:Iteration 30Q (33121.060000 sec): 3 clusters
  Score: Raw -301863.758827 + Penalty 2574.381135 = -299289.377692
  nChanged 12
		SP:Iteration 31Q (33121.210000 sec): 3 clusters
  Score: Raw -301870.978071 + Penalty 2574.381135 = -299296.596937
  nChanged 8
		SP:Iteration 32Q (33121.400000 sec): 3 clusters
  Score: Raw -301876.054663 + Penalty 2574.381135 = -299301.673529
  nChanged 6
		SP:Iteration 33Q (33121.550000 sec): 3 clusters
  Score: Raw -301880.392773 + Penalty 2574.381135 = -299306.011639
  nChanged 6
		SP:Iteration 34Q (33121.720000 sec): 3 clusters
  Score: Raw -301883.098474 + Penalty 2574.381135 = -299308.717339
  nChanged 2
		SP:Iteration 35Q (33121.900000 sec): 3 clusters
  Score: Raw -301883.984663 + Penalty 2574.381135 = -299309.603529
  nChanged 1
		SP:Iteration 36Q (33122.090000 sec): 3 clusters
  Score: Raw -301884.302721 + Penalty 2574.381135 = -299309.921587
  nChanged 1
		SP:Iteration 37Q (33122.300000 sec): 3 clusters
  Score: Raw -301885.010100 + Penalty 2574.381135 = -299310.628966
  nChanged 1
		SP:Iteration 38Q (33122.460000 sec): 3 clusters
  Score: Raw -301885.670622 + Penalty 2574.381135 = -299311.289488
  nChanged 1
		SP:Iteration 39Q (33122.610000 sec): 3 clusters
  Score: Raw -301886.726536 + Penalty 2574.381135 = -299312.345401
  nChanged 3
		SP:Iteration 40F (33122.760000 sec): 3 clusters
  Score: Raw -301890.521685 + Penalty 2574.381135 = -299316.140550
  nChanged 4
		SP:Iteration 41Q (33122.970000 sec): 3 clusters
  Score: Raw -301892.430284 + Penalty 2574.381135 = -299318.049149
  nChanged 1
		SP:Iteration 42Q (33123.130000 sec): 3 clusters
  Score: Raw -301893.530472 + Penalty 2574.381135 = -299319.149338
  nChanged 2
		SP:Iteration 43Q (33123.330000 sec): 3 clusters
  Score: Raw -301894.490933 + Penalty 2574.381135 = -299320.109799
  nChanged 0
		SP:Iteration 44F (33123.510000 sec): 3 clusters
  Score: Raw -301894.490933 + Penalty 2574.381135 = -299320.109799
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33123.630000 sec): 2 clusters
  Score: Raw -749686.995591 + Penalty 1441.025635 = -748245.969956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33123.840000 sec): 3 clusters
  Score: Raw -745741.555736 + Penalty 2882.051270 = -742859.504465
  nChanged 2957
		SP:Iteration 1F (33124.070000 sec): 3 clusters
  Score: Raw -747388.539981 + Penalty 2882.051270 = -744506.488711
  nChanged 507
		SP:Iteration 2F (33124.210000 sec): 3 clusters
  Score: Raw -747660.954654 + Penalty 2882.051270 = -744778.903383
  nChanged 398
		SP:Iteration 3F (33124.390000 sec): 3 clusters
  Score: Raw -747881.492176 + Penalty 2882.051270 = -744999.440905
  nChanged 349
		SP:Iteration 4Q (33124.560000 sec): 3 clusters
  Score: Raw -748083.055916 + Penalty 2882.051270 = -745201.004646
  nChanged 302
		SP:Iteration 5Q (33124.800000 sec): 3 clusters
  Score: Raw -748254.738346 + Penalty 2882.051270 = -745372.687075
  nChanged 255
		SP:Iteration 6Q (33125.020000 sec): 3 clusters
  Score: Raw -748381.068285 + Penalty 2882.051270 = -745499.017014
  nChanged 211
		SP:Iteration 7Q (33125.210000 sec): 3 clusters
  Score: Raw -748479.625959 + Penalty 2882.051270 = -745597.574689
  nChanged 201
		SP:Iteration 8Q (33125.350000 sec): 3 clusters
  Score: Raw -748573.585632 + Penalty 2882.051270 = -745691.534361
  nChanged 188
		SP:Iteration 9Q (33125.580000 sec): 3 clusters
  Score: Raw -748684.426564 + Penalty 2882.051270 = -745802.375293
  nChanged 218
		SP:Iteration 10Q (33125.780000 sec): 3 clusters
  Score: Raw -748823.240700 + Penalty 2882.051270 = -745941.189430
  nChanged 187
		SP:Iteration 11Q (33126.030000 sec): 3 clusters
  Score: Raw -748936.117324 + Penalty 2882.051270 = -746054.066053
  nChanged 166
		SP:Iteration 12Q (33126.290000 sec): 3 clusters
  Score: Raw -749034.498476 + Penalty 2882.051270 = -746152.447205
  nChanged 157
		SP:Iteration 13Q (33126.460000 sec): 3 clusters
  Score: Raw -749127.234668 + Penalty 2882.051270 = -746245.183398
  nChanged 171
		SP:Iteration 14Q (33126.660000 sec): 3 clusters
  Score: Raw -749225.300399 + Penalty 2882.051270 = -746343.249129
  nChanged 156
		SP:Iteration 15Q (33126.910000 sec): 3 clusters
  Score: Raw -749313.680215 + Penalty 2882.051270 = -746431.628945
  nChanged 147
		SP:Iteration 16Q (33127.130000 sec): 3 clusters
  Score: Raw -749405.614483 + Penalty 2882.051270 = -746523.563213
  nChanged 136
		SP:Iteration 17Q (33127.320000 sec): 3 clusters
  Score: Raw -749479.745043 + Penalty 2882.051270 = -746597.693772
  nChanged 112
		SP:Iteration 18Q (33127.560000 sec): 3 clusters
  Score: Raw -749535.295842 + Penalty 2882.051270 = -746653.244571
  nChanged 94
		SP:Iteration 19Q (33127.760000 sec): 3 clusters
  Score: Raw -749582.319052 + Penalty 2882.051270 = -746700.267781
  nChanged 85
		SP:Iteration 20F (33127.910000 sec): 3 clusters
  Score: Raw -749624.539679 + Penalty 2882.051270 = -746742.488408
  nChanged 84
		SP:Iteration 21Q (33128.100000 sec): 3 clusters
  Score: Raw -749658.715903 + Penalty 2882.051270 = -746776.664632
  nChanged 66
		SP:Iteration 22Q (33128.310000 sec): 3 clusters
  Score: Raw -749688.680726 + Penalty 2882.051270 = -746806.629456
  nChanged 61
		SP:Iteration 23Q (33128.460000 sec): 3 clusters
  Score: Raw -749726.123940 + Penalty 2882.051270 = -746844.072669
  nChanged 61
		SP:Iteration 24Q (33128.680000 sec): 3 clusters
  Score: Raw -749763.030041 + Penalty 2882.051270 = -746880.978770
  nChanged 70
		SP:Iteration 25Q (33128.940000 sec): 3 clusters
  Score: Raw -749803.589104 + Penalty 2882.051270 = -746921.537834
  nChanged 63
		SP:Iteration 26Q (33129.120000 sec): 3 clusters
  Score: Raw -749842.037287 + Penalty 2882.051270 = -746959.986016
  nChanged 60
		SP:Iteration 27Q (33129.350000 sec): 3 clusters
  Score: Raw -749876.560610 + Penalty 2882.051270 = -746994.509340
  nChanged 57
		SP:Iteration 28Q (33129.580000 sec): 3 clusters
  Score: Raw -749905.110458 + Penalty 2882.051270 = -747023.059188
  nChanged 43
		SP:Iteration 29Q (33129.770000 sec): 3 clusters
  Score: Raw -749926.483653 + Penalty 2882.051270 = -747044.432383
  nChanged 40
		SP:Iteration 30Q (33129.970000 sec): 3 clusters
  Score: Raw -749944.691191 + Penalty 2882.051270 = -747062.639920
  nChanged 30
		SP:Iteration 31Q (33130.170000 sec): 3 clusters
  Score: Raw -749960.302796 + Penalty 2882.051270 = -747078.251526
  nChanged 34
		SP:Iteration 32Q (33130.300000 sec): 3 clusters
  Score: Raw -749984.361469 + Penalty 2882.051270 = -747102.310199
  nChanged 32
		SP:Iteration 33Q (33130.470000 sec): 3 clusters
  Score: Raw -750001.049857 + Penalty 2882.051270 = -747118.998586
  nChanged 27
		SP:Iteration 34Q (33130.660000 sec): 3 clusters
  Score: Raw -750015.717836 + Penalty 2882.051270 = -747133.666565
  nChanged 27
		SP:Iteration 35Q (33130.800000 sec): 3 clusters
  Score: Raw -750035.891165 + Penalty 2882.051270 = -747153.839894
  nChanged 27
		SP:Iteration 36Q (33130.980000 sec): 3 clusters
  Score: Raw -750052.162613 + Penalty 2882.051270 = -747170.111342
  nChanged 27
		SP:Iteration 37Q (33131.170000 sec): 3 clusters
  Score: Raw -750064.988845 + Penalty 2882.051270 = -747182.937574
  nChanged 20
		SP:Iteration 38Q (33131.380000 sec): 3 clusters
  Score: Raw -750075.079069 + Penalty 2882.051270 = -747193.027798
  nChanged 17
		SP:Iteration 39Q (33131.600000 sec): 3 clusters
  Score: Raw -750082.787912 + Penalty 2882.051270 = -747200.736642
  nChanged 16
		SP:Iteration 40F (33131.780000 sec): 3 clusters
  Score: Raw -750089.967654 + Penalty 2882.051270 = -747207.916384
  nChanged 11
		SP:Iteration 41Q (33132.010000 sec): 3 clusters
  Score: Raw -750094.966882 + Penalty 2882.051270 = -747212.915611
  nChanged 9
		SP:Iteration 42Q (33132.170000 sec): 3 clusters
  Score: Raw -750098.234104 + Penalty 2882.051270 = -747216.182833
  nChanged 5
		SP:Iteration 43Q (33132.380000 sec): 3 clusters
  Score: Raw -750100.230669 + Penalty 2882.051270 = -747218.179399
  nChanged 7
		SP:Iteration 44Q (33132.560000 sec): 3 clusters
  Score: Raw -750103.705571 + Penalty 2882.051270 = -747221.654300
  nChanged 8
		SP:Iteration 45Q (33132.690000 sec): 3 clusters
  Score: Raw -750106.625190 + Penalty 2882.051270 = -747224.573919
  nChanged 1
		SP:Iteration 46Q (33132.850000 sec): 3 clusters
  Score: Raw -750107.112533 + Penalty 2882.051270 = -747225.061263
  nChanged 6
		SP:Iteration 47Q (33133.050000 sec): 3 clusters
  Score: Raw -750110.100711 + Penalty 2882.051270 = -747228.049440
  nChanged 9
		SP:Iteration 48Q (33133.210000 sec): 3 clusters
  Score: Raw -750114.459791 + Penalty 2882.051270 = -747232.408520
  nChanged 5
		SP:Iteration 49Q (33133.420000 sec): 3 clusters
  Score: Raw -750116.996185 + Penalty 2882.051270 = -747234.944915
  nChanged 6
		SP:Iteration 50Q (33133.630000 sec): 3 clusters
  Score: Raw -750120.700753 + Penalty 2882.051270 = -747238.649483
  nChanged 8
		SP:Iteration 51Q (33133.790000 sec): 3 clusters
  Score: Raw -750123.941192 + Penalty 2882.051270 = -747241.889922
  nChanged 3
		SP:Iteration 52Q (33134.000000 sec): 3 clusters
  Score: Raw -750124.836813 + Penalty 2882.051270 = -747242.785543
  nChanged 4
		SP:Iteration 53Q (33134.210000 sec): 3 clusters
  Score: Raw -750126.815786 + Penalty 2882.051270 = -747244.764516
  nChanged 2
		SP:Iteration 54Q (33134.450000 sec): 3 clusters
  Score: Raw -750127.762506 + Penalty 2882.051270 = -747245.711236
  nChanged 1
		SP:Iteration 55Q (33134.640000 sec): 3 clusters
  Score: Raw -750127.906236 + Penalty 2882.051270 = -747245.854966
  nChanged 0
		SP:Iteration 56F (33134.840000 sec): 3 clusters
  Score: Raw -750127.906236 + Penalty 2882.051270 = -747245.854966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33135.030000 sec): 2 clusters
  Score: Raw -1565679.222415 + Penalty 1564.388987 = -1564114.833428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33135.260000 sec): 3 clusters
  Score: Raw -1556725.402055 + Penalty 3128.777974 = -1553596.624081
  nChanged 6813
		SP:Iteration 1F (33135.510000 sec): 3 clusters
  Score: Raw -1560595.650591 + Penalty 3128.777974 = -1557466.872617
  nChanged 836
		SP:Iteration 2F (33135.770000 sec): 3 clusters
  Score: Raw -1560949.933336 + Penalty 3128.777974 = -1557821.155362
  nChanged 772
		SP:Iteration 3F (33136.040000 sec): 3 clusters
  Score: Raw -1561283.127016 + Penalty 3128.777974 = -1558154.349042
  nChanged 702
		SP:Iteration 4Q (33136.330000 sec): 3 clusters
  Score: Raw -1561616.630395 + Penalty 3128.777974 = -1558487.852422
  nChanged 694
		SP:Iteration 5Q (33136.580000 sec): 3 clusters
  Score: Raw -1562009.142490 + Penalty 3128.777974 = -1558880.364516
  nChanged 711
		SP:Iteration 6Q (33136.880000 sec): 3 clusters
  Score: Raw -1562444.024937 + Penalty 3128.777974 = -1559315.246963
  nChanged 721
		SP:Iteration 7Q (33137.160000 sec): 3 clusters
  Score: Raw -1562885.306122 + Penalty 3128.777974 = -1559756.528148
  nChanged 704
		SP:Iteration 8Q (33137.440000 sec): 3 clusters
  Score: Raw -1563259.294188 + Penalty 3128.777974 = -1560130.516214
  nChanged 604
		SP:Iteration 9Q (33137.670000 sec): 3 clusters
  Score: Raw -1563542.445892 + Penalty 3128.777974 = -1560413.667918
  nChanged 511
		SP:Iteration 10Q (33137.910000 sec): 3 clusters
  Score: Raw -1563750.440261 + Penalty 3128.777974 = -1560621.662287
  nChanged 405
		SP:Iteration 11Q (33138.180000 sec): 3 clusters
  Score: Raw -1563909.940737 + Penalty 3128.777974 = -1560781.162763
  nChanged 343
		SP:Iteration 12Q (33138.420000 sec): 3 clusters
  Score: Raw -1564028.121596 + Penalty 3128.777974 = -1560899.343622
  nChanged 293
		SP:Iteration 13Q (33138.680000 sec): 3 clusters
  Score: Raw -1564116.639325 + Penalty 3128.777974 = -1560987.861352
  nChanged 238
		SP:Iteration 14Q (33138.920000 sec): 3 clusters
  Score: Raw -1564177.095145 + Penalty 3128.777974 = -1561048.317171
  nChanged 198
		SP:Iteration 15Q (33139.130000 sec): 3 clusters
  Score: Raw -1564223.963822 + Penalty 3128.777974 = -1561095.185848
  nChanged 174
		SP:Iteration 16Q (33139.320000 sec): 3 clusters
  Score: Raw -1564266.640769 + Penalty 3128.777974 = -1561137.862795
  nChanged 182
		SP:Iteration 17Q (33139.600000 sec): 3 clusters
  Score: Raw -1564312.826626 + Penalty 3128.777974 = -1561184.048652
  nChanged 164
		SP:Iteration 18Q (33139.820000 sec): 3 clusters
  Score: Raw -1564355.226845 + Penalty 3128.777974 = -1561226.448871
  nChanged 146
		SP:Iteration 19Q (33140.090000 sec): 3 clusters
  Score: Raw -1564386.287715 + Penalty 3128.777974 = -1561257.509741
  nChanged 119
		SP:Iteration 20F (33140.340000 sec): 3 clusters
  Score: Raw -1564415.936975 + Penalty 3128.777974 = -1561287.159001
  nChanged 134
		SP:Iteration 21Q (33140.590000 sec): 3 clusters
  Score: Raw -1564449.103553 + Penalty 3128.777974 = -1561320.325579
  nChanged 139
		SP:Iteration 22Q (33140.830000 sec): 3 clusters
  Score: Raw -1564478.249065 + Penalty 3128.777974 = -1561349.471091
  nChanged 123
		SP:Iteration 23Q (33141.100000 sec): 3 clusters
  Score: Raw -1564507.134702 + Penalty 3128.777974 = -1561378.356728
  nChanged 120
		SP:Iteration 24Q (33141.330000 sec): 3 clusters
  Score: Raw -1564536.328555 + Penalty 3128.777974 = -1561407.550581
  nChanged 137
		SP:Iteration 25Q (33141.580000 sec): 3 clusters
  Score: Raw -1564572.550908 + Penalty 3128.777974 = -1561443.772934
  nChanged 136
		SP:Iteration 26Q (33141.860000 sec): 3 clusters
  Score: Raw -1564611.761412 + Penalty 3128.777974 = -1561482.983438
  nChanged 171
		SP:Iteration 27Q (33142.130000 sec): 3 clusters
  Score: Raw -1564666.761341 + Penalty 3128.777974 = -1561537.983367
  nChanged 180
		SP:Iteration 28Q (33142.360000 sec): 3 clusters
  Score: Raw -1564731.989808 + Penalty 3128.777974 = -1561603.211834
  nChanged 203
		SP:Iteration 29Q (33142.630000 sec): 3 clusters
  Score: Raw -1564812.987286 + Penalty 3128.777974 = -1561684.209312
  nChanged 166
		SP:Iteration 30Q (33142.870000 sec): 3 clusters
  Score: Raw -1564868.935376 + Penalty 3128.777974 = -1561740.157402
  nChanged 173
		SP:Iteration 31Q (33143.120000 sec): 3 clusters
  Score: Raw -1564926.986724 + Penalty 3128.777974 = -1561798.208750
  nChanged 175
		SP:Iteration 32Q (33143.420000 sec): 3 clusters
  Score: Raw -1564995.540899 + Penalty 3128.777974 = -1561866.762926
  nChanged 185
		SP:Iteration 33Q (33143.630000 sec): 3 clusters
  Score: Raw -1565068.406453 + Penalty 3128.777974 = -1561939.628480
  nChanged 195
		SP:Iteration 34Q (33143.900000 sec): 3 clusters
  Score: Raw -1565139.059714 + Penalty 3128.777974 = -1562010.281740
  nChanged 176
		SP:Iteration 35Q (33144.140000 sec): 3 clusters
  Score: Raw -1565212.016850 + Penalty 3128.777974 = -1562083.238876
  nChanged 182
		SP:Iteration 36Q (33144.360000 sec): 3 clusters
  Score: Raw -1565305.370442 + Penalty 3128.777974 = -1562176.592468
  nChanged 176
		SP:Iteration 37Q (33144.600000 sec): 3 clusters
  Score: Raw -1565398.620520 + Penalty 3128.777974 = -1562269.842546
  nChanged 163
		SP:Iteration 38Q (33144.860000 sec): 3 clusters
  Score: Raw -1565485.996541 + Penalty 3128.777974 = -1562357.218567
  nChanged 158
		SP:Iteration 39Q (33145.110000 sec): 3 clusters
  Score: Raw -1565568.548720 + Penalty 3128.777974 = -1562439.770747
  nChanged 142
		SP:Iteration 40F (33145.360000 sec): 3 clusters
  Score: Raw -1565634.549551 + Penalty 3128.777974 = -1562505.771577
  nChanged 133
		SP:Iteration 41Q (33145.610000 sec): 3 clusters
  Score: Raw -1565687.968420 + Penalty 3128.777974 = -1562559.190446
  nChanged 117
		SP:Iteration 42Q (33145.850000 sec): 3 clusters
  Score: Raw -1565736.453138 + Penalty 3128.777974 = -1562607.675164
  nChanged 103
		SP:Iteration 43Q (33146.130000 sec): 3 clusters
  Score: Raw -1565786.435118 + Penalty 3128.777974 = -1562657.657144
  nChanged 100
		SP:Iteration 44Q (33146.350000 sec): 3 clusters
  Score: Raw -1565832.656890 + Penalty 3128.777974 = -1562703.878916
  nChanged 92
		SP:Iteration 45Q (33146.580000 sec): 3 clusters
  Score: Raw -1565871.760480 + Penalty 3128.777974 = -1562742.982506
  nChanged 76
		SP:Iteration 46Q (33146.860000 sec): 3 clusters
  Score: Raw -1565897.561223 + Penalty 3128.777974 = -1562768.783249
  nChanged 65
		SP:Iteration 47Q (33147.110000 sec): 3 clusters
  Score: Raw -1565923.096949 + Penalty 3128.777974 = -1562794.318975
  nChanged 59
		SP:Iteration 48Q (33147.330000 sec): 3 clusters
  Score: Raw -1565949.541862 + Penalty 3128.777974 = -1562820.763888
  nChanged 69
		SP:Iteration 49Q (33147.590000 sec): 3 clusters
  Score: Raw -1565976.511013 + Penalty 3128.777974 = -1562847.733039
  nChanged 56
		SP:Iteration 50Q (33147.870000 sec): 3 clusters
  Score: Raw -1565993.569728 + Penalty 3128.777974 = -1562864.791754
  nChanged 40
		SP:Iteration 51Q (33148.110000 sec): 3 clusters
  Score: Raw -1566006.932477 + Penalty 3128.777974 = -1562878.154503
  nChanged 40
		SP:Iteration 52Q (33148.370000 sec): 3 clusters
  Score: Raw -1566021.953654 + Penalty 3128.777974 = -1562893.175680
  nChanged 33
		SP:Iteration 53Q (33148.610000 sec): 3 clusters
  Score: Raw -1566032.452963 + Penalty 3128.777974 = -1562903.674989
  nChanged 20
		SP:Iteration 54Q (33148.800000 sec): 3 clusters
  Score: Raw -1566039.057986 + Penalty 3128.777974 = -1562910.280012
  nChanged 23
		SP:Iteration 55Q (33149.050000 sec): 3 clusters
  Score: Raw -1566047.057906 + Penalty 3128.777974 = -1562918.279932
  nChanged 18
		SP:Iteration 56Q (33149.260000 sec): 3 clusters
  Score: Raw -1566054.298160 + Penalty 3128.777974 = -1562925.520186
  nChanged 20
		SP:Iteration 57Q (33149.530000 sec): 3 clusters
  Score: Raw -1566060.953792 + Penalty 3128.777974 = -1562932.175818
  nChanged 17
		SP:Iteration 58Q (33149.760000 sec): 3 clusters
  Score: Raw -1566066.511602 + Penalty 3128.777974 = -1562937.733628
  nChanged 20
		SP:Iteration 59Q (33149.990000 sec): 3 clusters
  Score: Raw -1566071.661955 + Penalty 3128.777974 = -1562942.883981
  nChanged 16
		SP:Iteration 60F (33150.240000 sec): 3 clusters
  Score: Raw -1566076.586308 + Penalty 3128.777974 = -1562947.808334
  nChanged 16
		SP:Iteration 61Q (33150.480000 sec): 3 clusters
  Score: Raw -1566080.889441 + Penalty 3128.777974 = -1562952.111467
  nChanged 15
		SP:Iteration 62Q (33150.660000 sec): 3 clusters
  Score: Raw -1566084.429748 + Penalty 3128.777974 = -1562955.651774
  nChanged 11
		SP:Iteration 63Q (33150.870000 sec): 3 clusters
  Score: Raw -1566086.680501 + Penalty 3128.777974 = -1562957.902527
  nChanged 12
		SP:Iteration 64Q (33151.120000 sec): 3 clusters
  Score: Raw -1566090.261291 + Penalty 3128.777974 = -1562961.483317
  nChanged 12
		SP:Iteration 65Q (33151.310000 sec): 3 clusters
  Score: Raw -1566094.262524 + Penalty 3128.777974 = -1562965.484550
  nChanged 13
		SP:Iteration 66Q (33151.540000 sec): 3 clusters
  Score: Raw -1566097.930095 + Penalty 3128.777974 = -1562969.152121
  nChanged 9
		SP:Iteration 67Q (33151.800000 sec): 3 clusters
  Score: Raw -1566100.183588 + Penalty 3128.777974 = -1562971.405614
  nChanged 9
		SP:Iteration 68Q (33152.040000 sec): 3 clusters
  Score: Raw -1566102.961748 + Penalty 3128.777974 = -1562974.183775
  nChanged 7
		SP:Iteration 69Q (33152.260000 sec): 3 clusters
  Score: Raw -1566104.159676 + Penalty 3128.777974 = -1562975.381702
  nChanged 4
		SP:Iteration 70Q (33152.450000 sec): 3 clusters
  Score: Raw -1566104.952664 + Penalty 3128.777974 = -1562976.174690
  nChanged 6
		SP:Iteration 71Q (33152.690000 sec): 3 clusters
  Score: Raw -1566106.298280 + Penalty 3128.777974 = -1562977.520306
  nChanged 3
		SP:Iteration 72Q (33152.920000 sec): 3 clusters
  Score: Raw -1566106.793194 + Penalty 3128.777974 = -1562978.015220
  nChanged 5
		SP:Iteration 73Q (33153.180000 sec): 3 clusters
  Score: Raw -1566108.069332 + Penalty 3128.777974 = -1562979.291358
  nChanged 2
		SP:Iteration 74Q (33153.410000 sec): 3 clusters
  Score: Raw -1566108.370804 + Penalty 3128.777974 = -1562979.592830
  nChanged 0
		SP:Iteration 75F (33153.600000 sec): 3 clusters
  Score: Raw -1566108.370804 + Penalty 3128.777974 = -1562979.592830
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33153.760000 sec): 2 clusters
  Score: Raw -177064.556446 + Penalty 1225.350998 = -175839.205447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33153.920000 sec): 3 clusters
  Score: Raw -176285.001366 + Penalty 2450.701997 = -173834.299369
  nChanged 681
		SP:Iteration 1F (33154.090000 sec): 3 clusters
  Score: Raw -176889.350260 + Penalty 2450.701997 = -174438.648264
  nChanged 214
		SP:Iteration 2F (33154.260000 sec): 3 clusters
  Score: Raw -177194.295714 + Penalty 2450.701997 = -174743.593717
  nChanged 164
		SP:Iteration 3F (33154.460000 sec): 3 clusters
  Score: Raw -177438.691978 + Penalty 2450.701997 = -174987.989981
  nChanged 122
		SP:Iteration 4F (33154.610000 sec): 3 clusters
  Score: Raw -177585.385196 + Penalty 2450.701997 = -175134.683199
  nChanged 75
		SP:Iteration 5Q (33154.810000 sec): 3 clusters
  Score: Raw -177659.268780 + Penalty 2450.701997 = -175208.566783
  nChanged 44
		SP:Iteration 6Q (33154.980000 sec): 3 clusters
  Score: Raw -177702.902046 + Penalty 2450.701997 = -175252.200050
  nChanged 31
		SP:Iteration 7Q (33155.170000 sec): 3 clusters
  Score: Raw -177728.773196 + Penalty 2450.701997 = -175278.071200
  nChanged 29
		SP:Iteration 8Q (33155.360000 sec): 3 clusters
  Score: Raw -177744.832722 + Penalty 2450.701997 = -175294.130725
  nChanged 18
		SP:Iteration 9Q (33155.520000 sec): 3 clusters
  Score: Raw -177754.235874 + Penalty 2450.701997 = -175303.533877
  nChanged 13
		SP:Iteration 10Q (33155.740000 sec): 3 clusters
  Score: Raw -177762.312960 + Penalty 2450.701997 = -175311.610964
  nChanged 10
		SP:Iteration 11Q (33155.910000 sec): 3 clusters
  Score: Raw -177766.257435 + Penalty 2450.701997 = -175315.555438
  nChanged 6
		SP:Iteration 12Q (33156.130000 sec): 3 clusters
  Score: Raw -177768.087675 + Penalty 2450.701997 = -175317.385678
  nChanged 2
		SP:Iteration 13Q (33156.290000 sec): 3 clusters
  Score: Raw -177768.536662 + Penalty 2450.701997 = -175317.834665
  nChanged 1
		SP:Iteration 14Q (33156.500000 sec): 3 clusters
  Score: Raw -177768.776067 + Penalty 2450.701997 = -175318.074070
  nChanged 0
		SP:Iteration 15F (33156.660000 sec): 3 clusters
  Score: Raw -177768.776067 + Penalty 2450.701997 = -175318.074070
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33156.780000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33156.930000 sec): 3 clusters
  Score: Raw -121138.133325 + Penalty 2290.725583 = -118847.407742
  nChanged 360
		SP:Iteration 1F (33157.130000 sec): 3 clusters
  Score: Raw -121459.674393 + Penalty 2290.725583 = -119168.948810
  nChanged 100
		SP:Iteration 2F (33157.290000 sec): 3 clusters
  Score: Raw -121597.118038 + Penalty 2290.725583 = -119306.392455
  nChanged 69
		SP:Iteration 3F (33157.460000 sec): 3 clusters
  Score: Raw -121686.501667 + Penalty 2290.725583 = -119395.776084
  nChanged 61
		SP:Iteration 4F (33157.610000 sec): 3 clusters
  Score: Raw -121759.156035 + Penalty 2290.725583 = -119468.430452
  nChanged 51
		SP:Iteration 5Q (33157.740000 sec): 3 clusters
  Score: Raw -121824.892483 + Penalty 2290.725583 = -119534.166901
  nChanged 44
		SP:Iteration 6Q (33157.880000 sec): 3 clusters
  Score: Raw -121866.714101 + Penalty 2290.725583 = -119575.988518
  nChanged 26
		SP:Iteration 7Q (33158.100000 sec): 3 clusters
  Score: Raw -121898.212587 + Penalty 2290.725583 = -119607.487004
  nChanged 29
		SP:Iteration 8Q (33158.260000 sec): 3 clusters
  Score: Raw -121930.086874 + Penalty 2290.725583 = -119639.361291
  nChanged 17
		SP:Iteration 9Q (33158.440000 sec): 3 clusters
  Score: Raw -121943.774002 + Penalty 2290.725583 = -119653.048419
  nChanged 15
		SP:Iteration 10Q (33158.620000 sec): 3 clusters
  Score: Raw -121953.658184 + Penalty 2290.725583 = -119662.932601
  nChanged 13
		SP:Iteration 11Q (33158.800000 sec): 3 clusters
  Score: Raw -121963.403432 + Penalty 2290.725583 = -119672.677849
  nChanged 10
		SP:Iteration 12Q (33158.980000 sec): 3 clusters
  Score: Raw -121975.319266 + Penalty 2290.725583 = -119684.593683
  nChanged 11
		SP:Iteration 13Q (33159.170000 sec): 3 clusters
  Score: Raw -121985.552872 + Penalty 2290.725583 = -119694.827289
  nChanged 11
		SP:Iteration 14Q (33159.330000 sec): 3 clusters
  Score: Raw -121996.878527 + Penalty 2290.725583 = -119706.152944
  nChanged 8
		SP:Iteration 15Q (33159.530000 sec): 3 clusters
  Score: Raw -122007.179632 + Penalty 2290.725583 = -119716.454049
  nChanged 10
		SP:Iteration 16Q (33159.670000 sec): 3 clusters
  Score: Raw -122020.374603 + Penalty 2290.725583 = -119729.649020
  nChanged 7
		SP:Iteration 17Q (33159.820000 sec): 3 clusters
  Score: Raw -122025.906895 + Penalty 2290.725583 = -119735.181312
  nChanged 6
		SP:Iteration 18Q (33159.970000 sec): 3 clusters
  Score: Raw -122031.300051 + Penalty 2290.725583 = -119740.574468
  nChanged 4
		SP:Iteration 19Q (33160.100000 sec): 3 clusters
  Score: Raw -122035.099415 + Penalty 2290.725583 = -119744.373832
  nChanged 3
		SP:Iteration 20F (33160.250000 sec): 3 clusters
  Score: Raw -122040.026166 + Penalty 2290.725583 = -119749.300583
  nChanged 6
		SP:Iteration 21Q (33160.370000 sec): 3 clusters
  Score: Raw -122046.834759 + Penalty 2290.725583 = -119756.109176
  nChanged 4
		SP:Iteration 22Q (33160.530000 sec): 3 clusters
  Score: Raw -122049.780332 + Penalty 2290.725583 = -119759.054750
  nChanged 4
		SP:Iteration 23Q (33160.680000 sec): 3 clusters
  Score: Raw -122053.041549 + Penalty 2290.725583 = -119762.315967
  nChanged 2
		SP:Iteration 24Q (33160.860000 sec): 3 clusters
  Score: Raw -122054.083809 + Penalty 2290.725583 = -119763.358226
  nChanged 0
		SP:Iteration 25F (33161.030000 sec): 3 clusters
  Score: Raw -122054.083809 + Penalty 2290.725583 = -119763.358226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33161.170000 sec): 2 clusters
  Score: Raw -120763.464481 + Penalty 1143.802325 = -119619.662156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33161.310000 sec): 3 clusters
  Score: Raw -120384.032176 + Penalty 2287.604651 = -118096.427525
  nChanged 364
		SP:Iteration 1F (33161.470000 sec): 3 clusters
  Score: Raw -120730.678832 + Penalty 2287.604651 = -118443.074181
  nChanged 103
		SP:Iteration 2F (33161.660000 sec): 3 clusters
  Score: Raw -120871.132007 + Penalty 2287.604651 = -118583.527356
  nChanged 69
		SP:Iteration 3F (33161.810000 sec): 3 clusters
  Score: Raw -120972.630548 + Penalty 2287.604651 = -118685.025897
  nChanged 45
		SP:Iteration 4Q (33161.990000 sec): 3 clusters
  Score: Raw -121053.954082 + Penalty 2287.604651 = -118766.349432
  nChanged 38
		SP:Iteration 5Q (33162.150000 sec): 3 clusters
  Score: Raw -121114.077198 + Penalty 2287.604651 = -118826.472548
  nChanged 23
		SP:Iteration 6Q (33162.350000 sec): 3 clusters
  Score: Raw -121134.458557 + Penalty 2287.604651 = -118846.853906
  nChanged 17
		SP:Iteration 7Q (33162.520000 sec): 3 clusters
  Score: Raw -121149.230435 + Penalty 2287.604651 = -118861.625784
  nChanged 11
		SP:Iteration 8Q (33162.690000 sec): 3 clusters
  Score: Raw -121155.920462 + Penalty 2287.604651 = -118868.315811
  nChanged 5
		SP:Iteration 9Q (33162.890000 sec): 3 clusters
  Score: Raw -121159.460708 + Penalty 2287.604651 = -118871.856057
  nChanged 4
		SP:Iteration 10Q (33163.030000 sec): 3 clusters
  Score: Raw -121164.032499 + Penalty 2287.604651 = -118876.427848
  nChanged 3
		SP:Iteration 11Q (33163.180000 sec): 3 clusters
  Score: Raw -121165.144703 + Penalty 2287.604651 = -118877.540052
  nChanged 3
		SP:Iteration 12Q (33163.350000 sec): 3 clusters
  Score: Raw -121167.103699 + Penalty 2287.604651 = -118879.499048
  nChanged 1
		SP:Iteration 13Q (33163.570000 sec): 3 clusters
  Score: Raw -121167.933755 + Penalty 2287.604651 = -118880.329104
  nChanged 1
		SP:Iteration 14Q (33163.710000 sec): 3 clusters
  Score: Raw -121168.255405 + Penalty 2287.604651 = -118880.650754
  nChanged 1
		SP:Iteration 15Q (33163.880000 sec): 3 clusters
  Score: Raw -121168.549789 + Penalty 2287.604651 = -118880.945138
  nChanged 1
		SP:Iteration 16Q (33164.030000 sec): 3 clusters
  Score: Raw -121168.818105 + Penalty 2287.604651 = -118881.213454
  nChanged 0
		SP:Iteration 17F (33164.200000 sec): 3 clusters
  Score: Raw -121168.818105 + Penalty 2287.604651 = -118881.213454
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33164.330000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33164.490000 sec): 3 clusters
  Score: Raw -26993.268624 + Penalty 1819.487137 = -25173.781487
  nChanged 41
		SP:Iteration 1F (33164.640000 sec): 3 clusters
  Score: Raw -27052.759131 + Penalty 1819.487137 = -25233.271995
  nChanged 13
		SP:Iteration 2Q (33164.830000 sec): 3 clusters
  Score: Raw -27082.131297 + Penalty 1819.487137 = -25262.644161
  nChanged 8
		SP:Iteration 3Q (33165.060000 sec): 3 clusters
  Score: Raw -27102.803430 + Penalty 1819.487137 = -25283.316294
  nChanged 6
		SP:Iteration 4Q (33165.170000 sec): 3 clusters
  Score: Raw -27114.557308 + Penalty 1819.487137 = -25295.070172
  nChanged 6
		SP:Iteration 5Q (33165.360000 sec): 3 clusters
  Score: Raw -27126.224615 + Penalty 1819.487137 = -25306.737478
  nChanged 6
		SP:Iteration 6Q (33165.510000 sec): 3 clusters
  Score: Raw -27149.415163 + Penalty 1819.487137 = -25329.928026
  nChanged 8
		SP:Iteration 7Q (33165.690000 sec): 3 clusters
  Score: Raw -27171.270098 + Penalty 1819.487137 = -25351.782962
  nChanged 4
		SP:Iteration 8Q (33165.870000 sec): 3 clusters
  Score: Raw -27180.291777 + Penalty 1819.487137 = -25360.804640
  nChanged 5
		SP:Iteration 9Q (33166.050000 sec): 3 clusters
  Score: Raw -27191.753708 + Penalty 1819.487137 = -25372.266572
  nChanged 6
		SP:Iteration 10Q (33166.190000 sec): 3 clusters
  Score: Raw -27203.699026 + Penalty 1819.487137 = -25384.211889
  nChanged 5
		SP:Iteration 11Q (33166.370000 sec): 3 clusters
  Score: Raw -27214.529626 + Penalty 1819.487137 = -25395.042489
  nChanged 6
		SP:Iteration 12Q (33166.550000 sec): 3 clusters
  Score: Raw -27234.040265 + Penalty 1819.487137 = -25414.553128
  nChanged 4
		SP:Iteration 13Q (33166.750000 sec): 3 clusters
  Score: Raw -27247.576963 + Penalty 1819.487137 = -25428.089826
  nChanged 4
		SP:Iteration 14Q (33166.940000 sec): 3 clusters
  Score: Raw -27262.693633 + Penalty 1819.487137 = -25443.206497
  nChanged 2
		SP:Iteration 15Q (33167.110000 sec): 3 clusters
  Score: Raw -27267.258871 + Penalty 1819.487137 = -25447.771734
  nChanged 1
		SP:Iteration 16Q (33167.310000 sec): 3 clusters
  Score: Raw -27270.474867 + Penalty 1819.487137 = -25450.987730
  nChanged 1
		SP:Iteration 17Q (33167.450000 sec): 3 clusters
  Score: Raw -27272.718915 + Penalty 1819.487137 = -25453.231778
  nChanged 2
		SP:Iteration 18Q (33167.610000 sec): 3 clusters
  Score: Raw -27287.154672 + Penalty 1819.487137 = -25467.667535
  nChanged 2
		SP:Iteration 19Q (33167.770000 sec): 3 clusters
  Score: Raw -27298.180301 + Penalty 1819.487137 = -25478.693164
  nChanged 3
		SP:Iteration 20F (33167.910000 sec): 3 clusters
  Score: Raw -27308.023131 + Penalty 1819.487137 = -25488.535994
  nChanged 4
		SP:Iteration 21Q (33168.090000 sec): 3 clusters
  Score: Raw -27316.706989 + Penalty 1819.487137 = -25497.219852
  nChanged 1
		SP:Iteration 22Q (33168.260000 sec): 3 clusters
  Score: Raw -27347.884140 + Penalty 1819.487137 = -25528.397004
  nChanged 3
		SP:Iteration 23Q (33168.420000 sec): 3 clusters
  Score: Raw -27372.520083 + Penalty 1819.487137 = -25553.032947
  nChanged 2
		SP:Iteration 24Q (33168.520000 sec): 3 clusters
  Score: Raw -27378.806758 + Penalty 1819.487137 = -25559.319622
  nChanged 1
		SP:Iteration 25Q (33168.710000 sec): 3 clusters
  Score: Raw -27382.179667 + Penalty 1819.487137 = -25562.692531
  nChanged 2
		SP:Iteration 26Q (33168.850000 sec): 3 clusters
  Score: Raw -27391.046089 + Penalty 1819.487137 = -25571.558952
  nChanged 1
		SP:Iteration 27Q (33169.010000 sec): 3 clusters
  Score: Raw -27397.263610 + Penalty 1819.487137 = -25577.776473
  nChanged 3
		SP:Iteration 28Q (33169.170000 sec): 3 clusters
  Score: Raw -27407.966354 + Penalty 1819.487137 = -25588.479217
  nChanged 1
		SP:Iteration 29Q (33169.340000 sec): 3 clusters
  Score: Raw -27443.153783 + Penalty 1819.487137 = -25623.666647
  nChanged 2
		SP:Iteration 30Q (33169.470000 sec): 3 clusters
  Score: Raw -27462.464899 + Penalty 1819.487137 = -25642.977763
  nChanged 0
		SP:Iteration 31F (33169.620000 sec): 3 clusters
  Score: Raw -27462.464899 + Penalty 1819.487137 = -25642.977763
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (337729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33171.410000 sec): 2 clusters
  Score: Raw -36441130.524325 + Penalty 2068.624850 = -36439061.899475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33173.470000 sec): 3 clusters
  Score: Raw -36214451.724809 + Penalty 4137.249700 = -36210314.475109
  nChanged 165268
		SP:Iteration 1F (33175.750000 sec): 3 clusters
  Score: Raw -36317120.722637 + Penalty 4137.249700 = -36312983.472937
  nChanged 12712
		SP:Iteration 2Q (33178.160000 sec): 3 clusters
  Score: Raw -36321239.310746 + Penalty 4137.249700 = -36317102.061045
  nChanged 14161
		SP:Iteration 3Q (33180.710000 sec): 3 clusters
  Score: Raw -36326527.013316 + Penalty 4137.249700 = -36322389.763616
  nChanged 15757
		SP:Iteration 4Q (33183.300000 sec): 3 clusters
  Score: Raw -36333378.470239 + Penalty 4137.249700 = -36329241.220539
  nChanged 17432
		SP:Iteration 5F (33185.560000 sec): 3 clusters
  Score: Raw -36342283.290309 + Penalty 4137.249700 = -36338146.040608
  nChanged 19065
		SP:Iteration 6F (33187.530000 sec): 3 clusters
  Score: Raw -36353377.332016 + Penalty 4137.249700 = -36349240.082316
  nChanged 20032
		SP:Iteration 7F (33189.390000 sec): 3 clusters
  Score: Raw -36365898.051180 + Penalty 4137.249700 = -36361760.801479
  nChanged 19255
		SP:Iteration 8F (33191.220000 sec): 3 clusters
  Score: Raw -36377651.330482 + Penalty 4137.249700 = -36373514.080782
  nChanged 16616
		SP:Iteration 9Q (33193.160000 sec): 3 clusters
  Score: Raw -36386406.085919 + Penalty 4137.249700 = -36382268.836218
  nChanged 13141
		SP:Iteration 10Q (33195.290000 sec): 3 clusters
  Score: Raw -36392007.728941 + Penalty 4137.249700 = -36387870.479240
  nChanged 9897
		SP:Iteration 11Q (33197.300000 sec): 3 clusters
  Score: Raw -36395631.882011 + Penalty 4137.249700 = -36391494.632311
  nChanged 8004
		SP:Iteration 12Q (33199.260000 sec): 3 clusters
  Score: Raw -36398570.577187 + Penalty 4137.249700 = -36394433.327486
  nChanged 7330
		SP:Iteration 13Q (33201.220000 sec): 3 clusters
  Score: Raw -36401473.536321 + Penalty 4137.249700 = -36397336.286621
  nChanged 7225
		SP:Iteration 14Q (33203.270000 sec): 3 clusters
  Score: Raw -36404615.941815 + Penalty 4137.249700 = -36400478.692115
  nChanged 7176
		SP:Iteration 15Q (33205.420000 sec): 3 clusters
  Score: Raw -36408086.491049 + Penalty 4137.249700 = -36403949.241348
  nChanged 7044
		SP:Iteration 16Q (33207.660000 sec): 3 clusters
  Score: Raw -36411797.093927 + Penalty 4137.249700 = -36407659.844227
  nChanged 6775
		SP:Iteration 17Q (33209.880000 sec): 3 clusters
  Score: Raw -36415679.526714 + Penalty 4137.249700 = -36411542.277013
  nChanged 6240
		SP:Iteration 18Q (33212.160000 sec): 3 clusters
  Score: Raw -36419422.108767 + Penalty 4137.249700 = -36415284.859066
  nChanged 5691
		SP:Iteration 19Q (33214.460000 sec): 3 clusters
  Score: Raw -36422877.426012 + Penalty 4137.249700 = -36418740.176312
  nChanged 5106
		SP:Iteration 20F (33216.720000 sec): 3 clusters
  Score: Raw -36425886.065954 + Penalty 4137.249700 = -36421748.816254
  nChanged 4348
		SP:Iteration 21Q (33218.860000 sec): 3 clusters
  Score: Raw -36428250.245281 + Penalty 4137.249700 = -36424112.995581
  nChanged 3739
		SP:Iteration 22Q (33221.060000 sec): 3 clusters
  Score: Raw -36430154.760818 + Penalty 4137.249700 = -36426017.511118
  nChanged 3279
		SP:Iteration 23Q (33223.300000 sec): 3 clusters
  Score: Raw -36431738.683211 + Penalty 4137.249700 = -36427601.433511
  nChanged 2915
		SP:Iteration 24Q (33225.390000 sec): 3 clusters
  Score: Raw -36433083.362444 + Penalty 4137.249700 = -36428946.112744
  nChanged 2685
		SP:Iteration 25Q (33227.570000 sec): 3 clusters
  Score: Raw -36434251.196865 + Penalty 4137.249700 = -36430113.947165
  nChanged 2478
		SP:Iteration 26Q (33229.740000 sec): 3 clusters
  Score: Raw -36435322.978180 + Penalty 4137.249700 = -36431185.728480
  nChanged 2259
		SP:Iteration 27Q (33231.930000 sec): 3 clusters
  Score: Raw -36436315.554384 + Penalty 4137.249700 = -36432178.304684
  nChanged 2160
		SP:Iteration 28Q (33234.070000 sec): 3 clusters
  Score: Raw -36437315.388134 + Penalty 4137.249700 = -36433178.138434
  nChanged 1974
		SP:Iteration 29Q (33236.190000 sec): 3 clusters
  Score: Raw -36438274.686225 + Penalty 4137.249700 = -36434137.436525
  nChanged 1815
		SP:Iteration 30Q (33238.270000 sec): 3 clusters
  Score: Raw -36439186.335994 + Penalty 4137.249700 = -36435049.086294
  nChanged 1593
		SP:Iteration 31Q (33240.270000 sec): 3 clusters
  Score: Raw -36440025.580213 + Penalty 4137.249700 = -36435888.330512
  nChanged 1379
		SP:Iteration 32Q (33242.450000 sec): 3 clusters
  Score: Raw -36440717.203741 + Penalty 4137.249700 = -36436579.954041
  nChanged 1117
		SP:Iteration 33Q (33244.560000 sec): 3 clusters
  Score: Raw -36441234.545750 + Penalty 4137.249700 = -36437097.296050
  nChanged 875
		SP:Iteration 34Q (33246.620000 sec): 3 clusters
  Score: Raw -36441571.408450 + Penalty 4137.249700 = -36437434.158750
  nChanged 676
		SP:Iteration 35Q (33248.550000 sec): 3 clusters
  Score: Raw -36441789.961443 + Penalty 4137.249700 = -36437652.711743
  nChanged 542
		SP:Iteration 36Q (33250.770000 sec): 3 clusters
  Score: Raw -36441932.097686 + Penalty 4137.249700 = -36437794.847985
  nChanged 413
		SP:Iteration 37Q (33252.930000 sec): 3 clusters
  Score: Raw -36442037.175505 + Penalty 4137.249700 = -36437899.925804
  nChanged 327
		SP:Iteration 38Q (33255.090000 sec): 3 clusters
  Score: Raw -36442117.465357 + Penalty 4137.249700 = -36437980.215657
  nChanged 270
		SP:Iteration 39Q (33257.160000 sec): 3 clusters
  Score: Raw -36442181.148043 + Penalty 4137.249700 = -36438043.898343
  nChanged 226
		SP:Iteration 40F (33259.440000 sec): 3 clusters
  Score: Raw -36442229.509580 + Penalty 4137.249700 = -36438092.259880
  nChanged 185
		SP:Iteration 41Q (33261.320000 sec): 3 clusters
  Score: Raw -36442266.930724 + Penalty 4137.249700 = -36438129.681024
  nChanged 164
		SP:Iteration 42Q (33263.310000 sec): 3 clusters
  Score: Raw -36442296.733111 + Penalty 4137.249700 = -36438159.483410
  nChanged 142
		SP:Iteration 43Q (33265.420000 sec): 3 clusters
  Score: Raw -36442321.241098 + Penalty 4137.249700 = -36438183.991397
  nChanged 113
		SP:Iteration 44Q (33267.370000 sec): 3 clusters
  Score: Raw -36442340.775245 + Penalty 4137.249700 = -36438203.525545
  nChanged 105
		SP:Iteration 45Q (33269.190000 sec): 3 clusters
  Score: Raw -36442359.562799 + Penalty 4137.249700 = -36438222.313099
  nChanged 99
		SP:Iteration 46Q (33271.220000 sec): 3 clusters
  Score: Raw -36442374.645797 + Penalty 4137.249700 = -36438237.396097
  nChanged 83
		SP:Iteration 47Q (33273.430000 sec): 3 clusters
  Score: Raw -36442385.516243 + Penalty 4137.249700 = -36438248.266543
  nChanged 67
		SP:Iteration 48Q (33275.490000 sec): 3 clusters
  Score: Raw -36442394.840036 + Penalty 4137.249700 = -36438257.590336
  nChanged 69
		SP:Iteration 49Q (33277.370000 sec): 3 clusters
  Score: Raw -36442405.207028 + Penalty 4137.249700 = -36438267.957328
  nChanged 58
		SP:Iteration 50Q (33279.150000 sec): 3 clusters
  Score: Raw -36442413.249690 + Penalty 4137.249700 = -36438275.999990
  nChanged 56
		SP:Iteration 51Q (33281.260000 sec): 3 clusters
  Score: Raw -36442421.174496 + Penalty 4137.249700 = -36438283.924795
  nChanged 36
		SP:Iteration 52Q (33283.340000 sec): 3 clusters
  Score: Raw -36442426.024546 + Penalty 4137.249700 = -36438288.774846
  nChanged 45
		SP:Iteration 53Q (33285.390000 sec): 3 clusters
  Score: Raw -36442431.529688 + Penalty 4137.249700 = -36438294.279987
  nChanged 47
		SP:Iteration 54Q (33287.490000 sec): 3 clusters
  Score: Raw -36442437.287850 + Penalty 4137.249700 = -36438300.038150
  nChanged 45
		SP:Iteration 55Q (33289.520000 sec): 3 clusters
  Score: Raw -36442442.943557 + Penalty 4137.249700 = -36438305.693856
  nChanged 45
		SP:Iteration 56Q (33291.510000 sec): 3 clusters
  Score: Raw -36442449.072175 + Penalty 4137.249700 = -36438311.822475
  nChanged 45
		SP:Iteration 57Q (33293.400000 sec): 3 clusters
  Score: Raw -36442454.844144 + Penalty 4137.249700 = -36438317.594444
  nChanged 36
		SP:Iteration 58Q (33295.370000 sec): 3 clusters
  Score: Raw -36442459.823890 + Penalty 4137.249700 = -36438322.574190
  nChanged 37
		SP:Iteration 59Q (33297.360000 sec): 3 clusters
  Score: Raw -36442464.653065 + Penalty 4137.249700 = -36438327.403365
  nChanged 33
		SP:Iteration 60F (33299.580000 sec): 3 clusters
  Score: Raw -36442468.107828 + Penalty 4137.249700 = -36438330.858128
  nChanged 30
		SP:Iteration 61Q (33301.580000 sec): 3 clusters
  Score: Raw -36442471.489820 + Penalty 4137.249700 = -36438334.240120
  nChanged 28
		SP:Iteration 62Q (33303.500000 sec): 3 clusters
  Score: Raw -36442473.914829 + Penalty 4137.249700 = -36438336.665129
  nChanged 14
		SP:Iteration 63Q (33305.620000 sec): 3 clusters
  Score: Raw -36442475.181356 + Penalty 4137.249700 = -36438337.931656
  nChanged 16
		SP:Iteration 64Q (33307.650000 sec): 3 clusters
  Score: Raw -36442476.385003 + Penalty 4137.249700 = -36438339.135303
  nChanged 10
		SP:Iteration 65Q (33309.510000 sec): 3 clusters
  Score: Raw -36442477.227021 + Penalty 4137.249700 = -36438339.977321
  nChanged 11
		SP:Iteration 66Q (33311.330000 sec): 3 clusters
  Score: Raw -36442478.080933 + Penalty 4137.249700 = -36438340.831233
  nChanged 7
		SP:Iteration 67Q (33313.150000 sec): 3 clusters
  Score: Raw -36442478.813618 + Penalty 4137.249700 = -36438341.563918
  nChanged 9
		SP:Iteration 68Q (33315.100000 sec): 3 clusters
  Score: Raw -36442479.852195 + Penalty 4137.249700 = -36438342.602494
  nChanged 9
		SP:Iteration 69Q (33316.930000 sec): 3 clusters
  Score: Raw -36442480.748813 + Penalty 4137.249700 = -36438343.499113
  nChanged 11
		SP:Iteration 70Q (33318.860000 sec): 3 clusters
  Score: Raw -36442481.701219 + Penalty 4137.249700 = -36438344.451519
  nChanged 10
		SP:Iteration 71Q (33320.700000 sec): 3 clusters
  Score: Raw -36442482.429557 + Penalty 4137.249700 = -36438345.179857
  nChanged 6
		SP:Iteration 72Q (33322.540000 sec): 3 clusters
  Score: Raw -36442482.949281 + Penalty 4137.249700 = -36438345.699580
  nChanged 2
		SP:Iteration 73Q (33324.430000 sec): 3 clusters
  Score: Raw -36442483.073969 + Penalty 4137.249700 = -36438345.824268
  nChanged 0
		SP:Iteration 74F (33326.690000 sec): 3 clusters
  Score: Raw -36442483.073969 + Penalty 4137.249700 = -36438345.824268
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33327.120000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33327.300000 sec): 3 clusters
  Score: Raw -55274.434975 + Penalty 2023.624418 = -53250.810558
  nChanged 115
		SP:Iteration 1F (33327.480000 sec): 3 clusters
  Score: Raw -55443.607395 + Penalty 2023.624418 = -53419.982978
  nChanged 26
		SP:Iteration 2F (33327.650000 sec): 3 clusters
  Score: Raw -55487.582856 + Penalty 2023.624418 = -53463.958438
  nChanged 10
		SP:Iteration 3Q (33327.840000 sec): 3 clusters
  Score: Raw -55505.080960 + Penalty 2023.624418 = -53481.456543
  nChanged 3
		SP:Iteration 4Q (33328.040000 sec): 3 clusters
  Score: Raw -55511.625263 + Penalty 2023.624418 = -53488.000845
  nChanged 2
		SP:Iteration 5Q (33328.190000 sec): 3 clusters
  Score: Raw -55514.406595 + Penalty 2023.624418 = -53490.782178
  nChanged 3
		SP:Iteration 6Q (33328.360000 sec): 3 clusters
  Score: Raw -55519.619880 + Penalty 2023.624418 = -53495.995462
  nChanged 0
		SP:Iteration 7F (33328.540000 sec): 3 clusters
  Score: Raw -55519.619880 + Penalty 2023.624418 = -53495.995462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33328.630000 sec): 2 clusters
  Score: Raw -49232.593528 + Penalty 993.832470 = -48238.761058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33328.820000 sec): 3 clusters
  Score: Raw -49208.002352 + Penalty 1987.664941 = -47220.337412
  nChanged 92
		SP:Iteration 1F (33329.000000 sec): 3 clusters
  Score: Raw -49333.379635 + Penalty 1987.664941 = -47345.714694
  nChanged 32
		SP:Iteration 2F (33329.210000 sec): 3 clusters
  Score: Raw -49397.724807 + Penalty 1987.664941 = -47410.059866
  nChanged 13
		SP:Iteration 3Q (33329.360000 sec): 3 clusters
  Score: Raw -49422.483097 + Penalty 1987.664941 = -47434.818156
  nChanged 8
		SP:Iteration 4Q (33329.560000 sec): 3 clusters
  Score: Raw -49434.025958 + Penalty 1987.664941 = -47446.361017
  nChanged 2
		SP:Iteration 5Q (33329.760000 sec): 3 clusters
  Score: Raw -49443.179325 + Penalty 1987.664941 = -47455.514385
  nChanged 3
		SP:Iteration 6Q (33329.900000 sec): 3 clusters
  Score: Raw -49448.649819 + Penalty 1987.664941 = -47460.984878
  nChanged 0
		SP:Iteration 7F (33330.090000 sec): 3 clusters
  Score: Raw -49448.649819 + Penalty 1987.664941 = -47460.984878
  nChanged 0
Iteration 259Q (33490.640000 sec): 81 clusters
  Score: Raw -134113828.532938 + Penalty 182584.632245 = -133931243.900693
  nChanged 1002
Iteration 260F (33734.180000 sec): 81 clusters
  Score: Raw -134114157.645872 + Penalty 182584.632245 = -133931573.013627
  nChanged 966
Iteration 261Q (33897.680000 sec): 81 clusters
  Score: Raw -134114479.485975 + Penalty 182584.632245 = -133931894.853730
  nChanged 878
Iteration 262Q (34058.530000 sec): 81 clusters
  Score: Raw -134114599.522353 + Penalty 182584.632245 = -133932014.890109
  nChanged 814
Iteration 263Q (34215.250000 sec): 81 clusters
  Score: Raw -134114637.298143 + Penalty 182584.632245 = -133932052.665899
  nChanged 778
Iteration 264Q (34376.240000 sec): 81 clusters
  Score: Raw -134114668.938428 + Penalty 182584.632245 = -133932084.306183
  nChanged 779
Iteration 265Q (34537.000000 sec): 81 clusters
  Score: Raw -134114698.929142 + Penalty 182584.632245 = -133932114.296898
  nChanged 738
Iteration 266Q (34696.340000 sec): 81 clusters
  Score: Raw -134114726.891558 + Penalty 182584.632245 = -133932142.259314
  nChanged 759
Iteration 267Q (34847.200000 sec): 81 clusters
  Score: Raw -134114752.573182 + Penalty 182584.632245 = -133932167.940937
  nChanged 759
Iteration 268Q (35005.510000 sec): 81 clusters
  Score: Raw -134114777.484626 + Penalty 182584.632245 = -133932192.852381
  nChanged 746
Iteration 269Q (35164.680000 sec): 81 clusters
  Score: Raw -134114797.778290 + Penalty 182584.632245 = -133932213.146045
  nChanged 696
Iteration 270Q (35323.400000 sec): 81 clusters
  Score: Raw -134114818.195507 + Penalty 182584.632245 = -133932233.563262
  nChanged 684
Iteration 271Q (35482.640000 sec): 81 clusters
  Score: Raw -134114839.644315 + Penalty 182584.632245 = -133932255.012070
  nChanged 695
Iteration 272Q (35637.180000 sec): 81 clusters
  Score: Raw -134114861.303832 + Penalty 182584.632245 = -133932276.671587
  nChanged 684
Iteration 273Q (35798.360000 sec): 81 clusters
  Score: Raw -134114883.154678 + Penalty 182584.632245 = -133932298.522433
  nChanged 641
Iteration 274Q (35958.940000 sec): 81 clusters
  Score: Raw -134114903.807391 + Penalty 182584.632245 = -133932319.175146
  nChanged 680
Iteration 275Q (36121.570000 sec): 81 clusters
  Score: Raw -134114924.655813 + Penalty 182584.632245 = -133932340.023568
  nChanged 657
Iteration 276Q (36287.140000 sec): 81 clusters
  Score: Raw -134114944.599204 + Penalty 182584.632245 = -133932359.966959
  nChanged 643
Iteration 277Q (36449.400000 sec): 81 clusters
  Score: Raw -134114967.309830 + Penalty 182584.632245 = -133932382.677585
  nChanged 628
Iteration 278Q (36608.040000 sec): 81 clusters
  Score: Raw -134114986.849134 + Penalty 182584.632245 = -133932402.216889
  nChanged 611
Iteration 279Q (36768.900000 sec): 81 clusters
  Score: Raw -134115005.266251 + Penalty 182584.632245 = -133932420.634007
  nChanged 562
Iteration 280F (37011.390000 sec): 81 clusters
  Score: Raw -134115134.801824 + Penalty 182584.632245 = -133932550.169579
  nChanged 590
Iteration 281Q (37180.530000 sec): 81 clusters
  Score: Raw -134115165.329313 + Penalty 182584.632245 = -133932580.697068
  nChanged 592
Iteration 282Q (37346.560000 sec): 81 clusters
  Score: Raw -134115210.632193 + Penalty 182584.632245 = -133932625.999949
  nChanged 552
Iteration 283Q (37509.700000 sec): 81 clusters
  Score: Raw -134115225.415782 + Penalty 182584.632245 = -133932640.783537
  nChanged 539
Iteration 284Q (37673.430000 sec): 81 clusters
  Score: Raw -134115239.619832 + Penalty 182584.632245 = -133932654.987587
  nChanged 538
Iteration 285Q (37847.240000 sec): 81 clusters
  Score: Raw -134115254.821734 + Penalty 182584.632245 = -133932670.189490
  nChanged 540
Iteration 286Q (38022.690000 sec): 81 clusters
  Score: Raw -134115268.315139 + Penalty 182584.632245 = -133932683.682894
  nChanged 514
Iteration 287Q (38200.650000 sec): 81 clusters
  Score: Raw -134115281.056558 + Penalty 182584.632245 = -133932696.424313
  nChanged 506
Iteration 288Q (38406.080000 sec): 81 clusters
  Score: Raw -134115294.667725 + Penalty 182584.632245 = -133932710.035480
  nChanged 481
Iteration 289Q (38616.690000 sec): 81 clusters
  Score: Raw -134115305.315949 + Penalty 182584.632245 = -133932720.683704
  nChanged 451
Iteration 290Q (38807.740000 sec): 81 clusters
  Score: Raw -134115315.456336 + Penalty 182584.632245 = -133932730.824091
  nChanged 416
Iteration 291Q (38973.030000 sec): 81 clusters
  Score: Raw -134115324.571963 + Penalty 182584.632245 = -133932739.939718
  nChanged 357
Iteration 292Q (39125.640000 sec): 81 clusters
  Score: Raw -134115333.143611 + Penalty 182584.632245 = -133932748.511366
  nChanged 338
Iteration 293Q (39281.850000 sec): 81 clusters
  Score: Raw -134115340.453206 + Penalty 182584.632245 = -133932755.820962
  nChanged 346
Iteration 294Q (39437.550000 sec): 81 clusters
  Score: Raw -134115349.476946 + Penalty 182584.632245 = -133932764.844701
  nChanged 305
Iteration 295Q (39594.460000 sec): 81 clusters
  Score: Raw -134115356.306584 + Penalty 182584.632245 = -133932771.674339
  nChanged 297
Iteration 296Q (39749.950000 sec): 81 clusters
  Score: Raw -134115362.298666 + Penalty 182584.632245 = -133932777.666421
  nChanged 297
Iteration 297Q (39905.460000 sec): 81 clusters
  Score: Raw -134115368.328510 + Penalty 182584.632245 = -133932783.696265
  nChanged 313
Iteration 298Q (40058.500000 sec): 81 clusters
  Score: Raw -134115374.736321 + Penalty 182584.632245 = -133932790.104077
  nChanged 284
Writing temp clu file 
Because OldScore, -133932783.696265, is greater than current (better) Score,-133932790.104077 
 Compute initial score before splitting:   Score: Raw -134115374.736321 + Penalty 182584.632245 = -133932790.104077
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40058.890000 sec): 2 clusters
  Score: Raw -847319.767153 + Penalty 1455.239351 = -845864.527802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40059.070000 sec): 3 clusters
  Score: Raw -842953.164300 + Penalty 2910.478702 = -840042.685598
  nChanged 3330
		SP:Iteration 1F (40059.280000 sec): 3 clusters
  Score: Raw -844824.476441 + Penalty 2910.478702 = -841913.997740
  nChanged 518
		SP:Iteration 2F (40059.440000 sec): 3 clusters
  Score: Raw -845077.261785 + Penalty 2910.478702 = -842166.783084
  nChanged 437
		SP:Iteration 3F (40059.670000 sec): 3 clusters
  Score: Raw -845287.328507 + Penalty 2910.478702 = -842376.849806
  nChanged 403
		SP:Iteration 4F (40059.870000 sec): 3 clusters
  Score: Raw -845504.090189 + Penalty 2910.478702 = -842593.611487
  nChanged 400
		SP:Iteration 5F (40060.130000 sec): 3 clusters
  Score: Raw -845744.886034 + Penalty 2910.478702 = -842834.407333
  nChanged 423
		SP:Iteration 6F (40060.330000 sec): 3 clusters
  Score: Raw -846042.280546 + Penalty 2910.478702 = -843131.801844
  nChanged 447
		SP:Iteration 7F (40060.540000 sec): 3 clusters
  Score: Raw -846394.962257 + Penalty 2910.478702 = -843484.483556
  nChanged 412
		SP:Iteration 8F (40060.740000 sec): 3 clusters
  Score: Raw -846752.433410 + Penalty 2910.478702 = -843841.954709
  nChanged 321
		SP:Iteration 9Q (40060.960000 sec): 3 clusters
  Score: Raw -847039.301776 + Penalty 2910.478702 = -844128.823074
  nChanged 212
		SP:Iteration 10Q (40061.090000 sec): 3 clusters
  Score: Raw -847243.047445 + Penalty 2910.478702 = -844332.568743
  nChanged 135
		SP:Iteration 11Q (40061.360000 sec): 3 clusters
  Score: Raw -847376.745391 + Penalty 2910.478702 = -844466.266689
  nChanged 89
		SP:Iteration 12Q (40061.540000 sec): 3 clusters
  Score: Raw -847453.070043 + Penalty 2910.478702 = -844542.591342
  nChanged 36
		SP:Iteration 13Q (40061.750000 sec): 3 clusters
  Score: Raw -847480.156784 + Penalty 2910.478702 = -844569.678082
  nChanged 22
		SP:Iteration 14Q (40061.940000 sec): 3 clusters
  Score: Raw -847503.265071 + Penalty 2910.478702 = -844592.786370
  nChanged 18
		SP:Iteration 15Q (40062.120000 sec): 3 clusters
  Score: Raw -847519.157440 + Penalty 2910.478702 = -844608.678739
  nChanged 12
		SP:Iteration 16Q (40062.360000 sec): 3 clusters
  Score: Raw -847529.824351 + Penalty 2910.478702 = -844619.345649
  nChanged 14
		SP:Iteration 17Q (40062.570000 sec): 3 clusters
  Score: Raw -847542.354285 + Penalty 2910.478702 = -844631.875584
  nChanged 13
		SP:Iteration 18Q (40062.770000 sec): 3 clusters
  Score: Raw -847554.695557 + Penalty 2910.478702 = -844644.216855
  nChanged 11
		SP:Iteration 19Q (40062.990000 sec): 3 clusters
  Score: Raw -847563.947099 + Penalty 2910.478702 = -844653.468398
  nChanged 9
		SP:Iteration 20F (40063.220000 sec): 3 clusters
  Score: Raw -847576.024767 + Penalty 2910.478702 = -844665.546066
  nChanged 10
		SP:Iteration 21Q (40063.430000 sec): 3 clusters
  Score: Raw -847590.413721 + Penalty 2910.478702 = -844679.935020
  nChanged 9
		SP:Iteration 22Q (40063.620000 sec): 3 clusters
  Score: Raw -847597.553723 + Penalty 2910.478702 = -844687.075022
  nChanged 5
		SP:Iteration 23Q (40063.810000 sec): 3 clusters
  Score: Raw -847602.128316 + Penalty 2910.478702 = -844691.649614
  nChanged 4
		SP:Iteration 24Q (40063.990000 sec): 3 clusters
  Score: Raw -847607.760472 + Penalty 2910.478702 = -844697.281771
  nChanged 6
		SP:Iteration 25Q (40064.170000 sec): 3 clusters
  Score: Raw -847613.701183 + Penalty 2910.478702 = -844703.222481
  nChanged 5
		SP:Iteration 26Q (40064.350000 sec): 3 clusters
  Score: Raw -847617.565504 + Penalty 2910.478702 = -844707.086803
  nChanged 1
		SP:Iteration 27Q (40064.570000 sec): 3 clusters
  Score: Raw -847618.640862 + Penalty 2910.478702 = -844708.162161
  nChanged 1
		SP:Iteration 28Q (40064.790000 sec): 3 clusters
  Score: Raw -847619.343460 + Penalty 2910.478702 = -844708.864758
  nChanged 1
		SP:Iteration 29Q (40065.020000 sec): 3 clusters
  Score: Raw -847620.389955 + Penalty 2910.478702 = -844709.911254
  nChanged 1
		SP:Iteration 30Q (40065.180000 sec): 3 clusters
  Score: Raw -847621.306866 + Penalty 2910.478702 = -844710.828164
  nChanged 0
		SP:Iteration 31F (40065.380000 sec): 3 clusters
  Score: Raw -847621.306866 + Penalty 2910.478702 = -844710.828164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40065.540000 sec): 2 clusters
  Score: Raw -821903.520071 + Penalty 1453.658907 = -820449.861165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40065.720000 sec): 3 clusters
  Score: Raw -817747.401923 + Penalty 2907.317813 = -814840.084110
  nChanged 3187
		SP:Iteration 1F (40065.940000 sec): 3 clusters
  Score: Raw -819469.776624 + Penalty 2907.317813 = -816562.458811
  nChanged 508
		SP:Iteration 2F (40066.120000 sec): 3 clusters
  Score: Raw -819729.736731 + Penalty 2907.317813 = -816822.418918
  nChanged 409
		SP:Iteration 3F (40066.310000 sec): 3 clusters
  Score: Raw -819939.244175 + Penalty 2907.317813 = -817031.926362
  nChanged 389
		SP:Iteration 4F (40066.520000 sec): 3 clusters
  Score: Raw -820174.741883 + Penalty 2907.317813 = -817267.424070
  nChanged 390
		SP:Iteration 5F (40066.700000 sec): 3 clusters
  Score: Raw -820391.587404 + Penalty 2907.317813 = -817484.269591
  nChanged 362
		SP:Iteration 6Q (40066.920000 sec): 3 clusters
  Score: Raw -820587.699071 + Penalty 2907.317813 = -817680.381258
  nChanged 318
		SP:Iteration 7Q (40067.150000 sec): 3 clusters
  Score: Raw -820789.042961 + Penalty 2907.317813 = -817881.725148
  nChanged 327
		SP:Iteration 8Q (40067.330000 sec): 3 clusters
  Score: Raw -820973.569749 + Penalty 2907.317813 = -818066.251936
  nChanged 278
		SP:Iteration 9Q (40067.550000 sec): 3 clusters
  Score: Raw -821120.718956 + Penalty 2907.317813 = -818213.401143
  nChanged 255
		SP:Iteration 10Q (40067.790000 sec): 3 clusters
  Score: Raw -821252.452158 + Penalty 2907.317813 = -818345.134345
  nChanged 234
		SP:Iteration 11Q (40067.940000 sec): 3 clusters
  Score: Raw -821360.487166 + Penalty 2907.317813 = -818453.169353
  nChanged 192
		SP:Iteration 12Q (40068.200000 sec): 3 clusters
  Score: Raw -821437.766651 + Penalty 2907.317813 = -818530.448838
  nChanged 185
		SP:Iteration 13Q (40068.370000 sec): 3 clusters
  Score: Raw -821518.276016 + Penalty 2907.317813 = -818610.958203
  nChanged 203
		SP:Iteration 14Q (40068.600000 sec): 3 clusters
  Score: Raw -821594.628495 + Penalty 2907.317813 = -818687.310682
  nChanged 161
		SP:Iteration 15Q (40068.760000 sec): 3 clusters
  Score: Raw -821671.581333 + Penalty 2907.317813 = -818764.263520
  nChanged 184
		SP:Iteration 16Q (40069.010000 sec): 3 clusters
  Score: Raw -821762.384570 + Penalty 2907.317813 = -818855.066757
  nChanged 195
		SP:Iteration 17Q (40069.210000 sec): 3 clusters
  Score: Raw -821852.018072 + Penalty 2907.317813 = -818944.700259
  nChanged 169
		SP:Iteration 18Q (40069.380000 sec): 3 clusters
  Score: Raw -821931.142274 + Penalty 2907.317813 = -819023.824461
  nChanged 161
		SP:Iteration 19Q (40069.600000 sec): 3 clusters
  Score: Raw -822001.960416 + Penalty 2907.317813 = -819094.642603
  nChanged 142
		SP:Iteration 20F (40069.810000 sec): 3 clusters
  Score: Raw -822044.410870 + Penalty 2907.317813 = -819137.093057
  nChanged 106
		SP:Iteration 21Q (40070.050000 sec): 3 clusters
  Score: Raw -822069.811949 + Penalty 2907.317813 = -819162.494136
  nChanged 69
		SP:Iteration 22Q (40070.240000 sec): 3 clusters
  Score: Raw -822084.836133 + Penalty 2907.317813 = -819177.518320
  nChanged 51
		SP:Iteration 23Q (40070.500000 sec): 3 clusters
  Score: Raw -822096.539692 + Penalty 2907.317813 = -819189.221879
  nChanged 53
		SP:Iteration 24Q (40070.680000 sec): 3 clusters
  Score: Raw -822107.245307 + Penalty 2907.317813 = -819199.927494
  nChanged 36
		SP:Iteration 25Q (40070.930000 sec): 3 clusters
  Score: Raw -822116.554302 + Penalty 2907.317813 = -819209.236489
  nChanged 44
		SP:Iteration 26Q (40071.100000 sec): 3 clusters
  Score: Raw -822124.785776 + Penalty 2907.317813 = -819217.467963
  nChanged 32
		SP:Iteration 27Q (40071.280000 sec): 3 clusters
  Score: Raw -822130.263429 + Penalty 2907.317813 = -819222.945616
  nChanged 20
		SP:Iteration 28Q (40071.490000 sec): 3 clusters
  Score: Raw -822133.095113 + Penalty 2907.317813 = -819225.777300
  nChanged 13
		SP:Iteration 29Q (40071.680000 sec): 3 clusters
  Score: Raw -822135.152757 + Penalty 2907.317813 = -819227.834944
  nChanged 12
		SP:Iteration 30Q (40071.860000 sec): 3 clusters
  Score: Raw -822137.196320 + Penalty 2907.317813 = -819229.878507
  nChanged 11
		SP:Iteration 31Q (40072.060000 sec): 3 clusters
  Score: Raw -822139.277785 + Penalty 2907.317813 = -819231.959972
  nChanged 12
		SP:Iteration 32Q (40072.270000 sec): 3 clusters
  Score: Raw -822141.483548 + Penalty 2907.317813 = -819234.165735
  nChanged 15
		SP:Iteration 33Q (40072.500000 sec): 3 clusters
  Score: Raw -822143.857957 + Penalty 2907.317813 = -819236.540144
  nChanged 13
		SP:Iteration 34Q (40072.740000 sec): 3 clusters
  Score: Raw -822145.999344 + Penalty 2907.317813 = -819238.681531
  nChanged 17
		SP:Iteration 35Q (40072.910000 sec): 3 clusters
  Score: Raw -822148.387403 + Penalty 2907.317813 = -819241.069590
  nChanged 8
		SP:Iteration 36Q (40073.120000 sec): 3 clusters
  Score: Raw -822149.565564 + Penalty 2907.317813 = -819242.247751
  nChanged 8
		SP:Iteration 37Q (40073.300000 sec): 3 clusters
  Score: Raw -822150.556839 + Penalty 2907.317813 = -819243.239026
  nChanged 8
		SP:Iteration 38Q (40073.490000 sec): 3 clusters
  Score: Raw -822151.551913 + Penalty 2907.317813 = -819244.234100
  nChanged 7
		SP:Iteration 39Q (40073.740000 sec): 3 clusters
  Score: Raw -822152.713072 + Penalty 2907.317813 = -819245.395259
  nChanged 8
		SP:Iteration 40F (40073.930000 sec): 3 clusters
  Score: Raw -822154.079344 + Penalty 2907.317813 = -819246.761531
  nChanged 5
		SP:Iteration 41Q (40074.160000 sec): 3 clusters
  Score: Raw -822154.656233 + Penalty 2907.317813 = -819247.338420
  nChanged 4
		SP:Iteration 42Q (40074.380000 sec): 3 clusters
  Score: Raw -822154.920918 + Penalty 2907.317813 = -819247.603105
  nChanged 3
		SP:Iteration 43Q (40074.590000 sec): 3 clusters
  Score: Raw -822155.192886 + Penalty 2907.317813 = -819247.875073
  nChanged 5
		SP:Iteration 44Q (40074.750000 sec): 3 clusters
  Score: Raw -822155.765598 + Penalty 2907.317813 = -819248.447785
  nChanged 3
		SP:Iteration 45Q (40074.950000 sec): 3 clusters
  Score: Raw -822156.084368 + Penalty 2907.317813 = -819248.766555
  nChanged 3
		SP:Iteration 46Q (40075.140000 sec): 3 clusters
  Score: Raw -822156.357481 + Penalty 2907.317813 = -819249.039668
  nChanged 3
		SP:Iteration 47Q (40075.360000 sec): 3 clusters
  Score: Raw -822156.671378 + Penalty 2907.317813 = -819249.353565
  nChanged 3
		SP:Iteration 48Q (40075.590000 sec): 3 clusters
  Score: Raw -822157.028325 + Penalty 2907.317813 = -819249.710512
  nChanged 6
		SP:Iteration 49Q (40075.770000 sec): 3 clusters
  Score: Raw -822157.851638 + Penalty 2907.317813 = -819250.533825
  nChanged 8
		SP:Iteration 50Q (40075.960000 sec): 3 clusters
  Score: Raw -822159.008591 + Penalty 2907.317813 = -819251.690778
  nChanged 5
		SP:Iteration 51Q (40076.140000 sec): 3 clusters
  Score: Raw -822159.639158 + Penalty 2907.317813 = -819252.321345
  nChanged 6
		SP:Iteration 52Q (40076.370000 sec): 3 clusters
  Score: Raw -822160.693559 + Penalty 2907.317813 = -819253.375746
  nChanged 7
		SP:Iteration 53Q (40076.540000 sec): 3 clusters
  Score: Raw -822161.472363 + Penalty 2907.317813 = -819254.154550
  nChanged 4
		SP:Iteration 54Q (40076.740000 sec): 3 clusters
  Score: Raw -822162.095408 + Penalty 2907.317813 = -819254.777595
  nChanged 3
		SP:Iteration 55Q (40076.920000 sec): 3 clusters
  Score: Raw -822162.338678 + Penalty 2907.317813 = -819255.020865
  nChanged 2
		SP:Iteration 56Q (40077.110000 sec): 3 clusters
  Score: Raw -822162.625339 + Penalty 2907.317813 = -819255.307526
  nChanged 2
		SP:Iteration 57Q (40077.350000 sec): 3 clusters
  Score: Raw -822162.776188 + Penalty 2907.317813 = -819255.458375
  nChanged 2
		SP:Iteration 58Q (40077.560000 sec): 3 clusters
  Score: Raw -822162.995950 + Penalty 2907.317813 = -819255.678137
  nChanged 2
		SP:Iteration 59Q (40077.750000 sec): 3 clusters
  Score: Raw -822163.239802 + Penalty 2907.317813 = -819255.921989
  nChanged 3
		SP:Iteration 60F (40077.960000 sec): 3 clusters
  Score: Raw -822163.524107 + Penalty 2907.317813 = -819256.206294
  nChanged 1
		SP:Iteration 61Q (40078.160000 sec): 3 clusters
  Score: Raw -822163.607239 + Penalty 2907.317813 = -819256.289426
  nChanged 0
		SP:Iteration 62F (40078.350000 sec): 3 clusters
  Score: Raw -822163.607239 + Penalty 2907.317813 = -819256.289426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40078.480000 sec): 2 clusters
  Score: Raw -455791.889506 + Penalty 1357.060024 = -454434.829482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40078.670000 sec): 3 clusters
  Score: Raw -453734.361832 + Penalty 2714.120047 = -451020.241784
  nChanged 1641
		SP:Iteration 1F (40078.840000 sec): 3 clusters
  Score: Raw -454673.982912 + Penalty 2714.120047 = -451959.862865
  nChanged 330
		SP:Iteration 2F (40079.040000 sec): 3 clusters
  Score: Raw -454861.632875 + Penalty 2714.120047 = -452147.512828
  nChanged 219
		SP:Iteration 3F (40079.260000 sec): 3 clusters
  Score: Raw -454991.631150 + Penalty 2714.120047 = -452277.511103
  nChanged 179
		SP:Iteration 4Q (40079.470000 sec): 3 clusters
  Score: Raw -455079.229145 + Penalty 2714.120047 = -452365.109098
  nChanged 150
		SP:Iteration 5Q (40079.620000 sec): 3 clusters
  Score: Raw -455144.423487 + Penalty 2714.120047 = -452430.303440
  nChanged 106
		SP:Iteration 6Q (40079.800000 sec): 3 clusters
  Score: Raw -455197.132894 + Penalty 2714.120047 = -452483.012847
  nChanged 117
		SP:Iteration 7Q (40079.970000 sec): 3 clusters
  Score: Raw -455259.641133 + Penalty 2714.120047 = -452545.521086
  nChanged 118
		SP:Iteration 8Q (40080.150000 sec): 3 clusters
  Score: Raw -455333.875036 + Penalty 2714.120047 = -452619.754988
  nChanged 125
		SP:Iteration 9Q (40080.330000 sec): 3 clusters
  Score: Raw -455415.878822 + Penalty 2714.120047 = -452701.758775
  nChanged 137
		SP:Iteration 10Q (40080.530000 sec): 3 clusters
  Score: Raw -455508.391925 + Penalty 2714.120047 = -452794.271878
  nChanged 134
		SP:Iteration 11Q (40080.720000 sec): 3 clusters
  Score: Raw -455605.560408 + Penalty 2714.120047 = -452891.440361
  nChanged 118
		SP:Iteration 12Q (40080.880000 sec): 3 clusters
  Score: Raw -455689.461336 + Penalty 2714.120047 = -452975.341288
  nChanged 113
		SP:Iteration 13Q (40081.100000 sec): 3 clusters
  Score: Raw -455767.287570 + Penalty 2714.120047 = -453053.167523
  nChanged 94
		SP:Iteration 14Q (40081.280000 sec): 3 clusters
  Score: Raw -455829.349264 + Penalty 2714.120047 = -453115.229217
  nChanged 72
		SP:Iteration 15Q (40081.460000 sec): 3 clusters
  Score: Raw -455874.382245 + Penalty 2714.120047 = -453160.262198
  nChanged 67
		SP:Iteration 16Q (40081.660000 sec): 3 clusters
  Score: Raw -455916.434135 + Penalty 2714.120047 = -453202.314088
  nChanged 55
		SP:Iteration 17Q (40081.860000 sec): 3 clusters
  Score: Raw -455945.944871 + Penalty 2714.120047 = -453231.824824
  nChanged 48
		SP:Iteration 18Q (40082.080000 sec): 3 clusters
  Score: Raw -455974.574059 + Penalty 2714.120047 = -453260.454011
  nChanged 44
		SP:Iteration 19Q (40082.230000 sec): 3 clusters
  Score: Raw -455998.054864 + Penalty 2714.120047 = -453283.934817
  nChanged 35
		SP:Iteration 20F (40082.430000 sec): 3 clusters
  Score: Raw -456016.447474 + Penalty 2714.120047 = -453302.327427
  nChanged 34
		SP:Iteration 21Q (40082.610000 sec): 3 clusters
  Score: Raw -456034.876684 + Penalty 2714.120047 = -453320.756637
  nChanged 26
		SP:Iteration 22Q (40082.810000 sec): 3 clusters
  Score: Raw -456048.717696 + Penalty 2714.120047 = -453334.597649
  nChanged 19
		SP:Iteration 23Q (40082.980000 sec): 3 clusters
  Score: Raw -456059.388974 + Penalty 2714.120047 = -453345.268927
  nChanged 18
		SP:Iteration 24Q (40083.150000 sec): 3 clusters
  Score: Raw -456067.879060 + Penalty 2714.120047 = -453353.759013
  nChanged 15
		SP:Iteration 25Q (40083.340000 sec): 3 clusters
  Score: Raw -456077.823035 + Penalty 2714.120047 = -453363.702988
  nChanged 19
		SP:Iteration 26Q (40083.520000 sec): 3 clusters
  Score: Raw -456087.013626 + Penalty 2714.120047 = -453372.893578
  nChanged 11
		SP:Iteration 27Q (40083.680000 sec): 3 clusters
  Score: Raw -456093.408550 + Penalty 2714.120047 = -453379.288503
  nChanged 15
		SP:Iteration 28Q (40083.890000 sec): 3 clusters
  Score: Raw -456101.128728 + Penalty 2714.120047 = -453387.008680
  nChanged 10
		SP:Iteration 29Q (40084.090000 sec): 3 clusters
  Score: Raw -456104.423515 + Penalty 2714.120047 = -453390.303467
  nChanged 6
		SP:Iteration 30Q (40084.280000 sec): 3 clusters
  Score: Raw -456107.580948 + Penalty 2714.120047 = -453393.460901
  nChanged 5
		SP:Iteration 31Q (40084.480000 sec): 3 clusters
  Score: Raw -456109.553028 + Penalty 2714.120047 = -453395.432981
  nChanged 3
		SP:Iteration 32Q (40084.660000 sec): 3 clusters
  Score: Raw -456110.109086 + Penalty 2714.120047 = -453395.989039
  nChanged 2
		SP:Iteration 33Q (40084.870000 sec): 3 clusters
  Score: Raw -456110.750558 + Penalty 2714.120047 = -453396.630511
  nChanged 2
		SP:Iteration 34Q (40085.010000 sec): 3 clusters
  Score: Raw -456111.051985 + Penalty 2714.120047 = -453396.931938
  nChanged 0
		SP:Iteration 35F (40085.200000 sec): 3 clusters
  Score: Raw -456111.051985 + Penalty 2714.120047 = -453396.931938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40085.310000 sec): 2 clusters
  Score: Raw -595365.863721 + Penalty 1396.850710 = -593969.013011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40085.540000 sec): 3 clusters
  Score: Raw -592582.653216 + Penalty 2793.701421 = -589788.951795
  nChanged 2148
		SP:Iteration 1F (40085.730000 sec): 3 clusters
  Score: Raw -593771.127119 + Penalty 2793.701421 = -590977.425698
  nChanged 371
		SP:Iteration 2F (40085.890000 sec): 3 clusters
  Score: Raw -593965.678033 + Penalty 2793.701421 = -591171.976612
  nChanged 290
		SP:Iteration 3F (40086.090000 sec): 3 clusters
  Score: Raw -594114.858733 + Penalty 2793.701421 = -591321.157312
  nChanged 207
		SP:Iteration 4Q (40086.260000 sec): 3 clusters
  Score: Raw -594206.483568 + Penalty 2793.701421 = -591412.782147
  nChanged 173
		SP:Iteration 5Q (40086.480000 sec): 3 clusters
  Score: Raw -594288.150567 + Penalty 2793.701421 = -591494.449146
  nChanged 164
		SP:Iteration 6Q (40086.690000 sec): 3 clusters
  Score: Raw -594371.884761 + Penalty 2793.701421 = -591578.183340
  nChanged 168
		SP:Iteration 7Q (40086.860000 sec): 3 clusters
  Score: Raw -594459.526081 + Penalty 2793.701421 = -591665.824661
  nChanged 155
		SP:Iteration 8Q (40087.030000 sec): 3 clusters
  Score: Raw -594549.249232 + Penalty 2793.701421 = -591755.547811
  nChanged 156
		SP:Iteration 9Q (40087.200000 sec): 3 clusters
  Score: Raw -594643.972547 + Penalty 2793.701421 = -591850.271127
  nChanged 171
		SP:Iteration 10Q (40087.390000 sec): 3 clusters
  Score: Raw -594746.159330 + Penalty 2793.701421 = -591952.457909
  nChanged 168
		SP:Iteration 11Q (40087.610000 sec): 3 clusters
  Score: Raw -594837.652383 + Penalty 2793.701421 = -592043.950962
  nChanged 166
		SP:Iteration 12Q (40087.850000 sec): 3 clusters
  Score: Raw -594915.794458 + Penalty 2793.701421 = -592122.093038
  nChanged 181
		SP:Iteration 13Q (40088.040000 sec): 3 clusters
  Score: Raw -595013.803146 + Penalty 2793.701421 = -592220.101725
  nChanged 184
		SP:Iteration 14Q (40088.250000 sec): 3 clusters
  Score: Raw -595111.812872 + Penalty 2793.701421 = -592318.111451
  nChanged 206
		SP:Iteration 15Q (40088.390000 sec): 3 clusters
  Score: Raw -595241.186836 + Penalty 2793.701421 = -592447.485415
  nChanged 205
		SP:Iteration 16Q (40088.560000 sec): 3 clusters
  Score: Raw -595378.375078 + Penalty 2793.701421 = -592584.673658
  nChanged 202
		SP:Iteration 17Q (40088.720000 sec): 3 clusters
  Score: Raw -595534.732240 + Penalty 2793.701421 = -592741.030819
  nChanged 199
		SP:Iteration 18Q (40088.920000 sec): 3 clusters
  Score: Raw -595687.570805 + Penalty 2793.701421 = -592893.869384
  nChanged 178
		SP:Iteration 19Q (40089.140000 sec): 3 clusters
  Score: Raw -595829.879314 + Penalty 2793.701421 = -593036.177894
  nChanged 134
		SP:Iteration 20F (40089.320000 sec): 3 clusters
  Score: Raw -595937.508868 + Penalty 2793.701421 = -593143.807447
  nChanged 118
		SP:Iteration 21Q (40089.520000 sec): 3 clusters
  Score: Raw -596023.689948 + Penalty 2793.701421 = -593229.988527
  nChanged 92
		SP:Iteration 22Q (40089.700000 sec): 3 clusters
  Score: Raw -596090.687037 + Penalty 2793.701421 = -593296.985616
  nChanged 58
		SP:Iteration 23Q (40089.930000 sec): 3 clusters
  Score: Raw -596134.734250 + Penalty 2793.701421 = -593341.032830
  nChanged 55
		SP:Iteration 24Q (40090.130000 sec): 3 clusters
  Score: Raw -596188.351716 + Penalty 2793.701421 = -593394.650295
  nChanged 44
		SP:Iteration 25Q (40090.300000 sec): 3 clusters
  Score: Raw -596222.149854 + Penalty 2793.701421 = -593428.448433
  nChanged 34
		SP:Iteration 26Q (40090.500000 sec): 3 clusters
  Score: Raw -596247.762766 + Penalty 2793.701421 = -593454.061345
  nChanged 28
		SP:Iteration 27Q (40090.700000 sec): 3 clusters
  Score: Raw -596266.172789 + Penalty 2793.701421 = -593472.471368
  nChanged 16
		SP:Iteration 28Q (40090.870000 sec): 3 clusters
  Score: Raw -596276.808847 + Penalty 2793.701421 = -593483.107426
  nChanged 15
		SP:Iteration 29Q (40091.080000 sec): 3 clusters
  Score: Raw -596284.325672 + Penalty 2793.701421 = -593490.624251
  nChanged 11
		SP:Iteration 30Q (40091.290000 sec): 3 clusters
  Score: Raw -596290.639389 + Penalty 2793.701421 = -593496.937968
  nChanged 11
		SP:Iteration 31Q (40091.480000 sec): 3 clusters
  Score: Raw -596301.878490 + Penalty 2793.701421 = -593508.177070
  nChanged 11
		SP:Iteration 32Q (40091.670000 sec): 3 clusters
  Score: Raw -596310.412266 + Penalty 2793.701421 = -593516.710845
  nChanged 5
		SP:Iteration 33Q (40091.850000 sec): 3 clusters
  Score: Raw -596313.420896 + Penalty 2793.701421 = -593519.719475
  nChanged 6
		SP:Iteration 34Q (40092.030000 sec): 3 clusters
  Score: Raw -596316.541457 + Penalty 2793.701421 = -593522.840036
  nChanged 3
		SP:Iteration 35Q (40092.170000 sec): 3 clusters
  Score: Raw -596317.813260 + Penalty 2793.701421 = -593524.111839
  nChanged 1
		SP:Iteration 36Q (40092.420000 sec): 3 clusters
  Score: Raw -596318.186507 + Penalty 2793.701421 = -593524.485086
  nChanged 0
		SP:Iteration 37F (40092.600000 sec): 3 clusters
  Score: Raw -596318.186507 + Penalty 2793.701421 = -593524.485086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (79365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40093.090000 sec): 2 clusters
  Score: Raw -9153591.109879 + Penalty 1833.294571 = -9151757.815308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40093.660000 sec): 3 clusters
  Score: Raw -9102214.688343 + Penalty 3666.589142 = -9098548.099202
  nChanged 37676
		SP:Iteration 1F (40094.200000 sec): 3 clusters
  Score: Raw -9123895.550249 + Penalty 3666.589142 = -9120228.961107
  nChanged 2425
		SP:Iteration 2Q (40094.780000 sec): 3 clusters
  Score: Raw -9124443.688913 + Penalty 3666.589142 = -9120777.099772
  nChanged 2513
		SP:Iteration 3Q (40095.380000 sec): 3 clusters
  Score: Raw -9125134.111506 + Penalty 3666.589142 = -9121467.522365
  nChanged 2950
		SP:Iteration 4Q (40096.030000 sec): 3 clusters
  Score: Raw -9126205.241939 + Penalty 3666.589142 = -9122538.652797
  nChanged 3784
		SP:Iteration 5Q (40096.670000 sec): 3 clusters
  Score: Raw -9128062.459049 + Penalty 3666.589142 = -9124395.869908
  nChanged 5116
		SP:Iteration 6F (40097.300000 sec): 3 clusters
  Score: Raw -9131399.526327 + Penalty 3666.589142 = -9127732.937185
  nChanged 6663
		SP:Iteration 7F (40097.950000 sec): 3 clusters
  Score: Raw -9136902.768165 + Penalty 3666.589142 = -9133236.179023
  nChanged 7149
		SP:Iteration 8F (40098.650000 sec): 3 clusters
  Score: Raw -9143812.422893 + Penalty 3666.589142 = -9140145.833751
  nChanged 5624
		SP:Iteration 9F (40099.310000 sec): 3 clusters
  Score: Raw -9149466.956888 + Penalty 3666.589142 = -9145800.367746
  nChanged 2927
		SP:Iteration 10Q (40099.930000 sec): 3 clusters
  Score: Raw -9152336.612842 + Penalty 3666.589142 = -9148670.023701
  nChanged 1024
		SP:Iteration 11Q (40100.610000 sec): 3 clusters
  Score: Raw -9153337.351281 + Penalty 3666.589142 = -9149670.762139
  nChanged 255
		SP:Iteration 12Q (40101.240000 sec): 3 clusters
  Score: Raw -9153633.329597 + Penalty 3666.589142 = -9149966.740456
  nChanged 67
		SP:Iteration 13Q (40101.810000 sec): 3 clusters
  Score: Raw -9153728.945570 + Penalty 3666.589142 = -9150062.356428
  nChanged 25
		SP:Iteration 14Q (40102.360000 sec): 3 clusters
  Score: Raw -9153761.245747 + Penalty 3666.589142 = -9150094.656605
  nChanged 14
		SP:Iteration 15Q (40102.810000 sec): 3 clusters
  Score: Raw -9153779.030237 + Penalty 3666.589142 = -9150112.441095
  nChanged 9
		SP:Iteration 16Q (40103.230000 sec): 3 clusters
  Score: Raw -9153790.851887 + Penalty 3666.589142 = -9150124.262745
  nChanged 7
		SP:Iteration 17Q (40103.710000 sec): 3 clusters
  Score: Raw -9153804.723851 + Penalty 3666.589142 = -9150138.134709
  nChanged 8
		SP:Iteration 18Q (40104.230000 sec): 3 clusters
  Score: Raw -9153813.546539 + Penalty 3666.589142 = -9150146.957397
  nChanged 3
		SP:Iteration 19Q (40104.760000 sec): 3 clusters
  Score: Raw -9153816.702321 + Penalty 3666.589142 = -9150150.113179
  nChanged 2
		SP:Iteration 20F (40105.440000 sec): 3 clusters
  Score: Raw -9153818.091241 + Penalty 3666.589142 = -9150151.502099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40105.630000 sec): 2 clusters
  Score: Raw -2483661.830835 + Penalty 1640.688231 = -2482021.142604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40105.990000 sec): 3 clusters
  Score: Raw -2468805.727431 + Penalty 3281.376462 = -2465524.350969
  nChanged 11063
		SP:Iteration 1F (40106.230000 sec): 3 clusters
  Score: Raw -2475326.941424 + Penalty 3281.376462 = -2472045.564961
  nChanged 1439
		SP:Iteration 2F (40106.480000 sec): 3 clusters
  Score: Raw -2476009.735101 + Penalty 3281.376462 = -2472728.358639
  nChanged 1404
		SP:Iteration 3F (40106.770000 sec): 3 clusters
  Score: Raw -2476723.549872 + Penalty 3281.376462 = -2473442.173410
  nChanged 1395
		SP:Iteration 4F (40107.130000 sec): 3 clusters
  Score: Raw -2477474.422209 + Penalty 3281.376462 = -2474193.045747
  nChanged 1361
		SP:Iteration 5F (40107.430000 sec): 3 clusters
  Score: Raw -2478225.049743 + Penalty 3281.376462 = -2474943.673281
  nChanged 1294
		SP:Iteration 6F (40107.680000 sec): 3 clusters
  Score: Raw -2478933.308787 + Penalty 3281.376462 = -2475651.932325
  nChanged 1185
		SP:Iteration 7Q (40108.010000 sec): 3 clusters
  Score: Raw -2479610.045154 + Penalty 3281.376462 = -2476328.668691
  nChanged 1103
		SP:Iteration 8Q (40108.290000 sec): 3 clusters
  Score: Raw -2480230.776816 + Penalty 3281.376462 = -2476949.400353
  nChanged 970
		SP:Iteration 9Q (40108.590000 sec): 3 clusters
  Score: Raw -2480804.712066 + Penalty 3281.376462 = -2477523.335603
  nChanged 854
		SP:Iteration 10Q (40108.900000 sec): 3 clusters
  Score: Raw -2481267.373534 + Penalty 3281.376462 = -2477985.997071
  nChanged 695
		SP:Iteration 11Q (40109.130000 sec): 3 clusters
  Score: Raw -2481630.823485 + Penalty 3281.376462 = -2478349.447022
  nChanged 599
		SP:Iteration 12Q (40109.430000 sec): 3 clusters
  Score: Raw -2481959.947486 + Penalty 3281.376462 = -2478678.571023
  nChanged 545
		SP:Iteration 13Q (40109.690000 sec): 3 clusters
  Score: Raw -2482262.114254 + Penalty 3281.376462 = -2478980.737791
  nChanged 473
		SP:Iteration 14Q (40109.960000 sec): 3 clusters
  Score: Raw -2482505.462127 + Penalty 3281.376462 = -2479224.085664
  nChanged 408
		SP:Iteration 15Q (40110.220000 sec): 3 clusters
  Score: Raw -2482702.241449 + Penalty 3281.376462 = -2479420.864987
  nChanged 364
		SP:Iteration 16Q (40110.470000 sec): 3 clusters
  Score: Raw -2482872.922270 + Penalty 3281.376462 = -2479591.545808
  nChanged 326
		SP:Iteration 17Q (40110.740000 sec): 3 clusters
  Score: Raw -2483036.253972 + Penalty 3281.376462 = -2479754.877509
  nChanged 324
		SP:Iteration 18Q (40110.970000 sec): 3 clusters
  Score: Raw -2483198.745747 + Penalty 3281.376462 = -2479917.369285
  nChanged 279
		SP:Iteration 19Q (40111.270000 sec): 3 clusters
  Score: Raw -2483334.829280 + Penalty 3281.376462 = -2480053.452818
  nChanged 244
		SP:Iteration 20F (40111.510000 sec): 3 clusters
  Score: Raw -2483457.231021 + Penalty 3281.376462 = -2480175.854559
  nChanged 198
		SP:Iteration 21Q (40111.780000 sec): 3 clusters
  Score: Raw -2483563.724653 + Penalty 3281.376462 = -2480282.348191
  nChanged 177
		SP:Iteration 22Q (40112.010000 sec): 3 clusters
  Score: Raw -2483654.518748 + Penalty 3281.376462 = -2480373.142286
  nChanged 142
		SP:Iteration 23Q (40112.290000 sec): 3 clusters
  Score: Raw -2483728.229913 + Penalty 3281.376462 = -2480446.853450
  nChanged 126
		SP:Iteration 24Q (40112.590000 sec): 3 clusters
  Score: Raw -2483804.018584 + Penalty 3281.376462 = -2480522.642121
  nChanged 107
		SP:Iteration 25Q (40112.910000 sec): 3 clusters
  Score: Raw -2483863.580536 + Penalty 3281.376462 = -2480582.204074
  nChanged 77
		SP:Iteration 26Q (40113.220000 sec): 3 clusters
  Score: Raw -2483908.216238 + Penalty 3281.376462 = -2480626.839775
  nChanged 62
		SP:Iteration 27Q (40113.510000 sec): 3 clusters
  Score: Raw -2483940.228747 + Penalty 3281.376462 = -2480658.852284
  nChanged 50
		SP:Iteration 28Q (40113.780000 sec): 3 clusters
  Score: Raw -2483973.466363 + Penalty 3281.376462 = -2480692.089900
  nChanged 52
		SP:Iteration 29Q (40114.060000 sec): 3 clusters
  Score: Raw -2484005.337500 + Penalty 3281.376462 = -2480723.961037
  nChanged 45
		SP:Iteration 30Q (40114.370000 sec): 3 clusters
  Score: Raw -2484033.308174 + Penalty 3281.376462 = -2480751.931711
  nChanged 37
		SP:Iteration 31Q (40114.690000 sec): 3 clusters
  Score: Raw -2484058.746775 + Penalty 3281.376462 = -2480777.370312
  nChanged 32
		SP:Iteration 32Q (40114.980000 sec): 3 clusters
  Score: Raw -2484079.137139 + Penalty 3281.376462 = -2480797.760676
  nChanged 24
		SP:Iteration 33Q (40115.280000 sec): 3 clusters
  Score: Raw -2484094.982541 + Penalty 3281.376462 = -2480813.606078
  nChanged 16
		SP:Iteration 34Q (40115.560000 sec): 3 clusters
  Score: Raw -2484109.344230 + Penalty 3281.376462 = -2480827.967767
  nChanged 17
		SP:Iteration 35Q (40115.820000 sec): 3 clusters
  Score: Raw -2484121.439486 + Penalty 3281.376462 = -2480840.063024
  nChanged 10
		SP:Iteration 36Q (40116.080000 sec): 3 clusters
  Score: Raw -2484127.179046 + Penalty 3281.376462 = -2480845.802584
  nChanged 8
		SP:Iteration 37Q (40116.380000 sec): 3 clusters
  Score: Raw -2484131.510210 + Penalty 3281.376462 = -2480850.133747
  nChanged 7
		SP:Iteration 38Q (40116.610000 sec): 3 clusters
  Score: Raw -2484136.705781 + Penalty 3281.376462 = -2480855.329319
  nChanged 6
		SP:Iteration 39Q (40116.900000 sec): 3 clusters
  Score: Raw -2484140.342163 + Penalty 3281.376462 = -2480858.965701
  nChanged 5
		SP:Iteration 40F (40117.170000 sec): 3 clusters
  Score: Raw -2484142.757087 + Penalty 3281.376462 = -2480861.380624
  nChanged 3
		SP:Iteration 41Q (40117.440000 sec): 3 clusters
  Score: Raw -2484143.869186 + Penalty 3281.376462 = -2480862.492724
  nChanged 1
		SP:Iteration 42Q (40117.750000 sec): 3 clusters
  Score: Raw -2484144.825331 + Penalty 3281.376462 = -2480863.448868
  nChanged 2
		SP:Iteration 43Q (40118.020000 sec): 3 clusters
  Score: Raw -2484146.354560 + Penalty 3281.376462 = -2480864.978098
  nChanged 3
		SP:Iteration 44Q (40118.270000 sec): 3 clusters
  Score: Raw -2484147.277689 + Penalty 3281.376462 = -2480865.901226
  nChanged 1
		SP:Iteration 45Q (40118.490000 sec): 3 clusters
  Score: Raw -2484147.527645 + Penalty 3281.376462 = -2480866.151183
  nChanged 1
		SP:Iteration 46Q (40118.790000 sec): 3 clusters
  Score: Raw -2484147.661598 + Penalty 3281.376462 = -2480866.285136
  nChanged 1
		SP:Iteration 47Q (40119.040000 sec): 3 clusters
  Score: Raw -2484148.318759 + Penalty 3281.376462 = -2480866.942297
  nChanged 0
		SP:Iteration 48F (40119.330000 sec): 3 clusters
  Score: Raw -2484148.318759 + Penalty 3281.376462 = -2480866.942297
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40119.510000 sec): 2 clusters
  Score: Raw -2632994.326473 + Penalty 1640.399938 = -2631353.926534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40119.770000 sec): 3 clusters
  Score: Raw -2618324.535083 + Penalty 3280.799876 = -2615043.735206
  nChanged 10992
		SP:Iteration 1F (40120.040000 sec): 3 clusters
  Score: Raw -2624345.689094 + Penalty 3280.799876 = -2621064.889217
  nChanged 1050
		SP:Iteration 2Q (40120.310000 sec): 3 clusters
  Score: Raw -2624713.309393 + Penalty 3280.799876 = -2621432.509516
  nChanged 1013
		SP:Iteration 3Q (40120.570000 sec): 3 clusters
  Score: Raw -2625075.149329 + Penalty 3280.799876 = -2621794.349453
  nChanged 984
		SP:Iteration 4Q (40120.870000 sec): 3 clusters
  Score: Raw -2625431.226088 + Penalty 3280.799876 = -2622150.426212
  nChanged 962
		SP:Iteration 5Q (40121.140000 sec): 3 clusters
  Score: Raw -2625788.198298 + Penalty 3280.799876 = -2622507.398422
  nChanged 943
		SP:Iteration 6Q (40121.410000 sec): 3 clusters
  Score: Raw -2626165.479566 + Penalty 3280.799876 = -2622884.679689
  nChanged 984
		SP:Iteration 7Q (40121.650000 sec): 3 clusters
  Score: Raw -2626582.952072 + Penalty 3280.799876 = -2623302.152196
  nChanged 990
		SP:Iteration 8Q (40121.960000 sec): 3 clusters
  Score: Raw -2627055.889560 + Penalty 3280.799876 = -2623775.089683
  nChanged 1012
		SP:Iteration 9Q (40122.220000 sec): 3 clusters
  Score: Raw -2627573.835965 + Penalty 3280.799876 = -2624293.036089
  nChanged 1070
		SP:Iteration 10Q (40122.550000 sec): 3 clusters
  Score: Raw -2628193.220070 + Penalty 3280.799876 = -2624912.420193
  nChanged 1020
		SP:Iteration 11Q (40122.830000 sec): 3 clusters
  Score: Raw -2628755.938372 + Penalty 3280.799876 = -2625475.138495
  nChanged 892
		SP:Iteration 12Q (40123.120000 sec): 3 clusters
  Score: Raw -2629221.664687 + Penalty 3280.799876 = -2625940.864811
  nChanged 753
		SP:Iteration 13Q (40123.400000 sec): 3 clusters
  Score: Raw -2629534.349711 + Penalty 3280.799876 = -2626253.549834
  nChanged 622
		SP:Iteration 14Q (40123.720000 sec): 3 clusters
  Score: Raw -2629786.634343 + Penalty 3280.799876 = -2626505.834467
  nChanged 548
		SP:Iteration 15Q (40124.040000 sec): 3 clusters
  Score: Raw -2630002.061764 + Penalty 3280.799876 = -2626721.261888
  nChanged 504
		SP:Iteration 16Q (40124.300000 sec): 3 clusters
  Score: Raw -2630212.969348 + Penalty 3280.799876 = -2626932.169471
  nChanged 506
		SP:Iteration 17Q (40124.640000 sec): 3 clusters
  Score: Raw -2630421.223732 + Penalty 3280.799876 = -2627140.423856
  nChanged 490
		SP:Iteration 18Q (40124.890000 sec): 3 clusters
  Score: Raw -2630639.872745 + Penalty 3280.799876 = -2627359.072868
  nChanged 480
		SP:Iteration 19Q (40125.210000 sec): 3 clusters
  Score: Raw -2630871.454374 + Penalty 3280.799876 = -2627590.654497
  nChanged 478
		SP:Iteration 20F (40125.580000 sec): 3 clusters
  Score: Raw -2631107.183438 + Penalty 3280.799876 = -2627826.383561
  nChanged 465
		SP:Iteration 21Q (40125.880000 sec): 3 clusters
  Score: Raw -2631344.887224 + Penalty 3280.799876 = -2628064.087347
  nChanged 436
		SP:Iteration 22Q (40126.230000 sec): 3 clusters
  Score: Raw -2631578.786825 + Penalty 3280.799876 = -2628297.986948
  nChanged 411
		SP:Iteration 23Q (40126.540000 sec): 3 clusters
  Score: Raw -2631812.471548 + Penalty 3280.799876 = -2628531.671672
  nChanged 379
		SP:Iteration 24Q (40126.860000 sec): 3 clusters
  Score: Raw -2632031.017622 + Penalty 3280.799876 = -2628750.217746
  nChanged 326
		SP:Iteration 25Q (40127.220000 sec): 3 clusters
  Score: Raw -2632226.267360 + Penalty 3280.799876 = -2628945.467483
  nChanged 287
		SP:Iteration 26Q (40127.520000 sec): 3 clusters
  Score: Raw -2632399.932783 + Penalty 3280.799876 = -2629119.132906
  nChanged 231
		SP:Iteration 27Q (40127.830000 sec): 3 clusters
  Score: Raw -2632554.082983 + Penalty 3280.799876 = -2629273.283107
  nChanged 218
		SP:Iteration 28Q (40128.120000 sec): 3 clusters
  Score: Raw -2632699.706428 + Penalty 3280.799876 = -2629418.906552
  nChanged 183
		SP:Iteration 29Q (40128.420000 sec): 3 clusters
  Score: Raw -2632844.166688 + Penalty 3280.799876 = -2629563.366811
  nChanged 132
		SP:Iteration 30Q (40128.720000 sec): 3 clusters
  Score: Raw -2632952.473905 + Penalty 3280.799876 = -2629671.674028
  nChanged 86
		SP:Iteration 31Q (40128.970000 sec): 3 clusters
  Score: Raw -2633018.314049 + Penalty 3280.799876 = -2629737.514173
  nChanged 60
		SP:Iteration 32Q (40129.250000 sec): 3 clusters
  Score: Raw -2633072.153214 + Penalty 3280.799876 = -2629791.353338
  nChanged 41
		SP:Iteration 33Q (40129.460000 sec): 3 clusters
  Score: Raw -2633104.609558 + Penalty 3280.799876 = -2629823.809682
  nChanged 31
		SP:Iteration 34Q (40129.750000 sec): 3 clusters
  Score: Raw -2633126.681102 + Penalty 3280.799876 = -2629845.881226
  nChanged 25
		SP:Iteration 35Q (40129.990000 sec): 3 clusters
  Score: Raw -2633143.077936 + Penalty 3280.799876 = -2629862.278060
  nChanged 21
		SP:Iteration 36Q (40130.240000 sec): 3 clusters
  Score: Raw -2633159.234172 + Penalty 3280.799876 = -2629878.434295
  nChanged 18
		SP:Iteration 37Q (40130.540000 sec): 3 clusters
  Score: Raw -2633173.175341 + Penalty 3280.799876 = -2629892.375464
  nChanged 14
		SP:Iteration 38Q (40130.800000 sec): 3 clusters
  Score: Raw -2633182.403370 + Penalty 3280.799876 = -2629901.603493
  nChanged 12
		SP:Iteration 39Q (40131.060000 sec): 3 clusters
  Score: Raw -2633190.565123 + Penalty 3280.799876 = -2629909.765247
  nChanged 11
		SP:Iteration 40F (40131.310000 sec): 3 clusters
  Score: Raw -2633201.179740 + Penalty 3280.799876 = -2629920.379864
  nChanged 5
		SP:Iteration 41Q (40131.570000 sec): 3 clusters
  Score: Raw -2633205.651623 + Penalty 3280.799876 = -2629924.851746
  nChanged 3
		SP:Iteration 42Q (40131.850000 sec): 3 clusters
  Score: Raw -2633208.111628 + Penalty 3280.799876 = -2629927.311751
  nChanged 2
		SP:Iteration 43Q (40132.100000 sec): 3 clusters
  Score: Raw -2633208.726758 + Penalty 3280.799876 = -2629927.926882
  nChanged 1
		SP:Iteration 44Q (40132.390000 sec): 3 clusters
  Score: Raw -2633210.070766 + Penalty 3280.799876 = -2629929.270889
  nChanged 4
		SP:Iteration 45Q (40132.650000 sec): 3 clusters
  Score: Raw -2633214.679526 + Penalty 3280.799876 = -2629933.879650
  nChanged 4
		SP:Iteration 46Q (40132.940000 sec): 3 clusters
  Score: Raw -2633217.974827 + Penalty 3280.799876 = -2629937.174950
  nChanged 3
		SP:Iteration 47Q (40133.190000 sec): 3 clusters
  Score: Raw -2633219.806092 + Penalty 3280.799876 = -2629939.006216
  nChanged 1
		SP:Iteration 48Q (40133.470000 sec): 3 clusters
  Score: Raw -2633221.544916 + Penalty 3280.799876 = -2629940.745040
  nChanged 3
		SP:Iteration 49Q (40133.720000 sec): 3 clusters
  Score: Raw -2633224.388726 + Penalty 3280.799876 = -2629943.588849
  nChanged 4
		SP:Iteration 50Q (40134.030000 sec): 3 clusters
  Score: Raw -2633227.511051 + Penalty 3280.799876 = -2629946.711175
  nChanged 5
		SP:Iteration 51Q (40134.330000 sec): 3 clusters
  Score: Raw -2633231.547431 + Penalty 3280.799876 = -2629950.747554
  nChanged 3
		SP:Iteration 52Q (40134.580000 sec): 3 clusters
  Score: Raw -2633237.259416 + Penalty 3280.799876 = -2629956.459540
  nChanged 6
		SP:Iteration 53Q (40134.890000 sec): 3 clusters
  Score: Raw -2633242.776208 + Penalty 3280.799876 = -2629961.976331
  nChanged 7
		SP:Iteration 54Q (40135.160000 sec): 3 clusters
  Score: Raw -2633247.619085 + Penalty 3280.799876 = -2629966.819208
  nChanged 6
		SP:Iteration 55Q (40135.410000 sec): 3 clusters
  Score: Raw -2633253.115923 + Penalty 3280.799876 = -2629972.316047
  nChanged 6
		SP:Iteration 56Q (40135.700000 sec): 3 clusters
  Score: Raw -2633256.532536 + Penalty 3280.799876 = -2629975.732659
  nChanged 4
		SP:Iteration 57Q (40135.940000 sec): 3 clusters
  Score: Raw -2633260.232292 + Penalty 3280.799876 = -2629979.432415
  nChanged 5
		SP:Iteration 58Q (40136.210000 sec): 3 clusters
  Score: Raw -2633264.546278 + Penalty 3280.799876 = -2629983.746401
  nChanged 7
		SP:Iteration 59Q (40136.490000 sec): 3 clusters
  Score: Raw -2633271.028631 + Penalty 3280.799876 = -2629990.228754
  nChanged 4
		SP:Iteration 60F (40136.760000 sec): 3 clusters
  Score: Raw -2633273.791339 + Penalty 3280.799876 = -2629992.991462
  nChanged 2
		SP:Iteration 61Q (40137.010000 sec): 3 clusters
  Score: Raw -2633275.560099 + Penalty 3280.799876 = -2629994.760223
  nChanged 3
		SP:Iteration 62Q (40137.290000 sec): 3 clusters
  Score: Raw -2633278.534920 + Penalty 3280.799876 = -2629997.735044
  nChanged 3
		SP:Iteration 63Q (40137.500000 sec): 3 clusters
  Score: Raw -2633280.823904 + Penalty 3280.799876 = -2630000.024027
  nChanged 3
		SP:Iteration 64Q (40137.780000 sec): 3 clusters
  Score: Raw -2633282.365349 + Penalty 3280.799876 = -2630001.565472
  nChanged 1
		SP:Iteration 65Q (40138.010000 sec): 3 clusters
  Score: Raw -2633282.703101 + Penalty 3280.799876 = -2630001.903224
  nChanged 1
		SP:Iteration 66Q (40138.310000 sec): 3 clusters
  Score: Raw -2633283.164109 + Penalty 3280.799876 = -2630002.364232
  nChanged 0
		SP:Iteration 67F (40138.580000 sec): 3 clusters
  Score: Raw -2633283.164109 + Penalty 3280.799876 = -2630002.364232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40138.740000 sec): 2 clusters
  Score: Raw -349160.771324 + Penalty 1314.341393 = -347846.429930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40138.940000 sec): 3 clusters
  Score: Raw -347614.723895 + Penalty 2628.682786 = -344986.041109
  nChanged 1223
		SP:Iteration 1F (40139.120000 sec): 3 clusters
  Score: Raw -348362.656081 + Penalty 2628.682786 = -345733.973294
  nChanged 248
		SP:Iteration 2F (40139.310000 sec): 3 clusters
  Score: Raw -348523.274331 + Penalty 2628.682786 = -345894.591545
  nChanged 178
		SP:Iteration 3F (40139.520000 sec): 3 clusters
  Score: Raw -348652.683182 + Penalty 2628.682786 = -346024.000396
  nChanged 146
		SP:Iteration 4Q (40139.690000 sec): 3 clusters
  Score: Raw -348750.557004 + Penalty 2628.682786 = -346121.874217
  nChanged 107
		SP:Iteration 5Q (40139.820000 sec): 3 clusters
  Score: Raw -348822.825753 + Penalty 2628.682786 = -346194.142967
  nChanged 95
		SP:Iteration 6Q (40140.010000 sec): 3 clusters
  Score: Raw -348876.839913 + Penalty 2628.682786 = -346248.157126
  nChanged 69
		SP:Iteration 7Q (40140.170000 sec): 3 clusters
  Score: Raw -348908.517713 + Penalty 2628.682786 = -346279.834927
  nChanged 56
		SP:Iteration 8Q (40140.390000 sec): 3 clusters
  Score: Raw -348939.046146 + Penalty 2628.682786 = -346310.363359
  nChanged 50
		SP:Iteration 9Q (40140.560000 sec): 3 clusters
  Score: Raw -348959.406729 + Penalty 2628.682786 = -346330.723943
  nChanged 43
		SP:Iteration 10Q (40140.760000 sec): 3 clusters
  Score: Raw -348983.033108 + Penalty 2628.682786 = -346354.350322
  nChanged 51
		SP:Iteration 11Q (40140.920000 sec): 3 clusters
  Score: Raw -349008.336014 + Penalty 2628.682786 = -346379.653228
  nChanged 42
		SP:Iteration 12Q (40141.120000 sec): 3 clusters
  Score: Raw -349027.063749 + Penalty 2628.682786 = -346398.380963
  nChanged 43
		SP:Iteration 13Q (40141.300000 sec): 3 clusters
  Score: Raw -349046.030687 + Penalty 2628.682786 = -346417.347900
  nChanged 32
		SP:Iteration 14Q (40141.440000 sec): 3 clusters
  Score: Raw -349060.832387 + Penalty 2628.682786 = -346432.149601
  nChanged 40
		SP:Iteration 15Q (40141.580000 sec): 3 clusters
  Score: Raw -349079.471243 + Penalty 2628.682786 = -346450.788456
  nChanged 30
		SP:Iteration 16Q (40141.690000 sec): 3 clusters
  Score: Raw -349093.093471 + Penalty 2628.682786 = -346464.410684
  nChanged 32
		SP:Iteration 17Q (40141.850000 sec): 3 clusters
  Score: Raw -349107.707216 + Penalty 2628.682786 = -346479.024429
  nChanged 33
		SP:Iteration 18Q (40142.000000 sec): 3 clusters
  Score: Raw -349122.278493 + Penalty 2628.682786 = -346493.595707
  nChanged 23
		SP:Iteration 19Q (40142.180000 sec): 3 clusters
  Score: Raw -349131.389745 + Penalty 2628.682786 = -346502.706958
  nChanged 21
		SP:Iteration 20F (40142.350000 sec): 3 clusters
  Score: Raw -349140.345836 + Penalty 2628.682786 = -346511.663050
  nChanged 18
		SP:Iteration 21Q (40142.530000 sec): 3 clusters
  Score: Raw -349146.204238 + Penalty 2628.682786 = -346517.521452
  nChanged 14
		SP:Iteration 22Q (40142.700000 sec): 3 clusters
  Score: Raw -349149.975499 + Penalty 2628.682786 = -346521.292712
  nChanged 5
		SP:Iteration 23Q (40142.900000 sec): 3 clusters
  Score: Raw -349151.540304 + Penalty 2628.682786 = -346522.857518
  nChanged 7
		SP:Iteration 24Q (40143.060000 sec): 3 clusters
  Score: Raw -349152.451441 + Penalty 2628.682786 = -346523.768655
  nChanged 6
		SP:Iteration 25Q (40143.230000 sec): 3 clusters
  Score: Raw -349154.167312 + Penalty 2628.682786 = -346525.484526
  nChanged 6
		SP:Iteration 26Q (40143.400000 sec): 3 clusters
  Score: Raw -349155.446676 + Penalty 2628.682786 = -346526.763890
  nChanged 3
		SP:Iteration 27Q (40143.600000 sec): 3 clusters
  Score: Raw -349156.476004 + Penalty 2628.682786 = -346527.793218
  nChanged 2
		SP:Iteration 28Q (40143.800000 sec): 3 clusters
  Score: Raw -349157.739084 + Penalty 2628.682786 = -346529.056297
  nChanged 4
		SP:Iteration 29Q (40143.990000 sec): 3 clusters
  Score: Raw -349158.713778 + Penalty 2628.682786 = -346530.030991
  nChanged 0
		SP:Iteration 30F (40144.180000 sec): 3 clusters
  Score: Raw -349158.713778 + Penalty 2628.682786 = -346530.030991
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40144.290000 sec): 2 clusters
  Score: Raw -483211.207030 + Penalty 1378.018555 = -481833.188475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40144.460000 sec): 3 clusters
  Score: Raw -480734.750348 + Penalty 2756.037110 = -477978.713239
  nChanged 1960
		SP:Iteration 1F (40144.620000 sec): 3 clusters
  Score: Raw -482054.395178 + Penalty 2756.037110 = -479298.358068
  nChanged 464
		SP:Iteration 2F (40144.800000 sec): 3 clusters
  Score: Raw -482467.341880 + Penalty 2756.037110 = -479711.304771
  nChanged 383
		SP:Iteration 3F (40144.980000 sec): 3 clusters
  Score: Raw -482830.328809 + Penalty 2756.037110 = -480074.291699
  nChanged 309
		SP:Iteration 4F (40145.150000 sec): 3 clusters
  Score: Raw -483068.025401 + Penalty 2756.037110 = -480311.988291
  nChanged 248
		SP:Iteration 5F (40145.350000 sec): 3 clusters
  Score: Raw -483255.918910 + Penalty 2756.037110 = -480499.881801
  nChanged 201
		SP:Iteration 6Q (40145.530000 sec): 3 clusters
  Score: Raw -483382.420782 + Penalty 2756.037110 = -480626.383672
  nChanged 142
		SP:Iteration 7Q (40145.730000 sec): 3 clusters
  Score: Raw -483455.456397 + Penalty 2756.037110 = -480699.419288
  nChanged 109
		SP:Iteration 8Q (40145.920000 sec): 3 clusters
  Score: Raw -483501.135962 + Penalty 2756.037110 = -480745.098852
  nChanged 75
		SP:Iteration 9Q (40146.110000 sec): 3 clusters
  Score: Raw -483528.868704 + Penalty 2756.037110 = -480772.831595
  nChanged 58
		SP:Iteration 10Q (40146.320000 sec): 3 clusters
  Score: Raw -483548.688912 + Penalty 2756.037110 = -480792.651803
  nChanged 40
		SP:Iteration 11Q (40146.510000 sec): 3 clusters
  Score: Raw -483561.739017 + Penalty 2756.037110 = -480805.701907
  nChanged 29
		SP:Iteration 12Q (40146.730000 sec): 3 clusters
  Score: Raw -483567.510210 + Penalty 2756.037110 = -480811.473101
  nChanged 16
		SP:Iteration 13Q (40146.890000 sec): 3 clusters
  Score: Raw -483572.323905 + Penalty 2756.037110 = -480816.286795
  nChanged 25
		SP:Iteration 14Q (40147.080000 sec): 3 clusters
  Score: Raw -483579.757519 + Penalty 2756.037110 = -480823.720410
  nChanged 33
		SP:Iteration 15Q (40147.240000 sec): 3 clusters
  Score: Raw -483591.802202 + Penalty 2756.037110 = -480835.765092
  nChanged 33
		SP:Iteration 16Q (40147.410000 sec): 3 clusters
  Score: Raw -483604.290777 + Penalty 2756.037110 = -480848.253667
  nChanged 30
		SP:Iteration 17Q (40147.620000 sec): 3 clusters
  Score: Raw -483611.978256 + Penalty 2756.037110 = -480855.941146
  nChanged 21
		SP:Iteration 18Q (40147.790000 sec): 3 clusters
  Score: Raw -483617.421472 + Penalty 2756.037110 = -480861.384363
  nChanged 15
		SP:Iteration 19Q (40147.990000 sec): 3 clusters
  Score: Raw -483621.056357 + Penalty 2756.037110 = -480865.019248
  nChanged 9
		SP:Iteration 20F (40148.170000 sec): 3 clusters
  Score: Raw -483622.766779 + Penalty 2756.037110 = -480866.729669
  nChanged 8
		SP:Iteration 21Q (40148.350000 sec): 3 clusters
  Score: Raw -483624.442799 + Penalty 2756.037110 = -480868.405689
  nChanged 8
		SP:Iteration 22Q (40148.540000 sec): 3 clusters
  Score: Raw -483626.054768 + Penalty 2756.037110 = -480870.017658
  nChanged 7
		SP:Iteration 23Q (40148.750000 sec): 3 clusters
  Score: Raw -483627.223727 + Penalty 2756.037110 = -480871.186617
  nChanged 6
		SP:Iteration 24Q (40148.910000 sec): 3 clusters
  Score: Raw -483628.020962 + Penalty 2756.037110 = -480871.983852
  nChanged 3
		SP:Iteration 25Q (40149.100000 sec): 3 clusters
  Score: Raw -483628.684696 + Penalty 2756.037110 = -480872.647587
  nChanged 4
		SP:Iteration 26Q (40149.270000 sec): 3 clusters
  Score: Raw -483629.791107 + Penalty 2756.037110 = -480873.753997
  nChanged 4
		SP:Iteration 27Q (40149.400000 sec): 3 clusters
  Score: Raw -483630.386300 + Penalty 2756.037110 = -480874.349190
  nChanged 2
		SP:Iteration 28Q (40149.540000 sec): 3 clusters
  Score: Raw -483630.816174 + Penalty 2756.037110 = -480874.779064
  nChanged 0
		SP:Iteration 29F (40149.720000 sec): 3 clusters
  Score: Raw -483630.816174 + Penalty 2756.037110 = -480874.779064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40149.850000 sec): 2 clusters
  Score: Raw -439494.513713 + Penalty 1355.440409 = -438139.073304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40150.030000 sec): 3 clusters
  Score: Raw -437349.639255 + Penalty 2710.880818 = -434638.758437
  nChanged 1678
		SP:Iteration 1F (40150.250000 sec): 3 clusters
  Score: Raw -438410.886677 + Penalty 2710.880818 = -435700.005860
  nChanged 388
		SP:Iteration 2F (40150.420000 sec): 3 clusters
  Score: Raw -438731.281398 + Penalty 2710.880818 = -436020.400580
  nChanged 304
		SP:Iteration 3F (40150.600000 sec): 3 clusters
  Score: Raw -438977.475573 + Penalty 2710.880818 = -436266.594755
  nChanged 287
		SP:Iteration 4F (40150.820000 sec): 3 clusters
  Score: Raw -439208.349958 + Penalty 2710.880818 = -436497.469140
  nChanged 214
		SP:Iteration 5F (40150.990000 sec): 3 clusters
  Score: Raw -439389.550210 + Penalty 2710.880818 = -436678.669392
  nChanged 180
		SP:Iteration 6Q (40151.150000 sec): 3 clusters
  Score: Raw -439533.414628 + Penalty 2710.880818 = -436822.533810
  nChanged 130
		SP:Iteration 7Q (40151.330000 sec): 3 clusters
  Score: Raw -439642.542569 + Penalty 2710.880818 = -436931.661751
  nChanged 99
		SP:Iteration 8Q (40151.560000 sec): 3 clusters
  Score: Raw -439719.219619 + Penalty 2710.880818 = -437008.338801
  nChanged 92
		SP:Iteration 9Q (40151.690000 sec): 3 clusters
  Score: Raw -439800.001714 + Penalty 2710.880818 = -437089.120896
  nChanged 85
		SP:Iteration 10Q (40151.850000 sec): 3 clusters
  Score: Raw -439877.261598 + Penalty 2710.880818 = -437166.380780
  nChanged 83
		SP:Iteration 11Q (40151.990000 sec): 3 clusters
  Score: Raw -439974.892198 + Penalty 2710.880818 = -437264.011380
  nChanged 82
		SP:Iteration 12Q (40152.180000 sec): 3 clusters
  Score: Raw -440061.561496 + Penalty 2710.880818 = -437350.680678
  nChanged 84
		SP:Iteration 13Q (40152.290000 sec): 3 clusters
  Score: Raw -440151.734747 + Penalty 2710.880818 = -437440.853929
  nChanged 76
		SP:Iteration 14Q (40152.470000 sec): 3 clusters
  Score: Raw -440229.114633 + Penalty 2710.880818 = -437518.233815
  nChanged 71
		SP:Iteration 15Q (40152.640000 sec): 3 clusters
  Score: Raw -440281.801276 + Penalty 2710.880818 = -437570.920459
  nChanged 39
		SP:Iteration 16Q (40152.850000 sec): 3 clusters
  Score: Raw -440312.467239 + Penalty 2710.880818 = -437601.586421
  nChanged 38
		SP:Iteration 17Q (40153.000000 sec): 3 clusters
  Score: Raw -440341.100371 + Penalty 2710.880818 = -437630.219553
  nChanged 25
		SP:Iteration 18Q (40153.220000 sec): 3 clusters
  Score: Raw -440354.434864 + Penalty 2710.880818 = -437643.554046
  nChanged 20
		SP:Iteration 19Q (40153.390000 sec): 3 clusters
  Score: Raw -440369.946705 + Penalty 2710.880818 = -437659.065887
  nChanged 24
		SP:Iteration 20F (40153.570000 sec): 3 clusters
  Score: Raw -440383.395374 + Penalty 2710.880818 = -437672.514556
  nChanged 16
		SP:Iteration 21Q (40153.760000 sec): 3 clusters
  Score: Raw -440390.886677 + Penalty 2710.880818 = -437680.005859
  nChanged 12
		SP:Iteration 22Q (40153.970000 sec): 3 clusters
  Score: Raw -440394.319750 + Penalty 2710.880818 = -437683.438933
  nChanged 9
		SP:Iteration 23Q (40154.140000 sec): 3 clusters
  Score: Raw -440397.049528 + Penalty 2710.880818 = -437686.168711
  nChanged 3
		SP:Iteration 24Q (40154.320000 sec): 3 clusters
  Score: Raw -440397.774171 + Penalty 2710.880818 = -437686.893353
  nChanged 1
		SP:Iteration 25Q (40154.510000 sec): 3 clusters
  Score: Raw -440398.152071 + Penalty 2710.880818 = -437687.271254
  nChanged 3
		SP:Iteration 26Q (40154.690000 sec): 3 clusters
  Score: Raw -440399.165926 + Penalty 2710.880818 = -437688.285109
  nChanged 2
		SP:Iteration 27Q (40154.890000 sec): 3 clusters
  Score: Raw -440399.611465 + Penalty 2710.880818 = -437688.730647
  nChanged 0
		SP:Iteration 28F (40155.020000 sec): 3 clusters
  Score: Raw -440399.611465 + Penalty 2710.880818 = -437688.730647
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40155.130000 sec): 2 clusters
  Score: Raw -684824.199167 + Penalty 1419.992421 = -683404.206746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40155.360000 sec): 3 clusters
  Score: Raw -681473.699611 + Penalty 2839.984842 = -678633.714769
  nChanged 2598
		SP:Iteration 1F (40155.560000 sec): 3 clusters
  Score: Raw -682847.415859 + Penalty 2839.984842 = -680007.431018
  nChanged 439
		SP:Iteration 2F (40155.740000 sec): 3 clusters
  Score: Raw -683049.994011 + Penalty 2839.984842 = -680210.009169
  nChanged 317
		SP:Iteration 3F (40155.970000 sec): 3 clusters
  Score: Raw -683187.111163 + Penalty 2839.984842 = -680347.126322
  nChanged 251
		SP:Iteration 4Q (40156.090000 sec): 3 clusters
  Score: Raw -683287.222575 + Penalty 2839.984842 = -680447.237733
  nChanged 198
		SP:Iteration 5Q (40156.250000 sec): 3 clusters
  Score: Raw -683377.134349 + Penalty 2839.984842 = -680537.149508
  nChanged 181
		SP:Iteration 6Q (40156.420000 sec): 3 clusters
  Score: Raw -683454.896549 + Penalty 2839.984842 = -680614.911708
  nChanged 170
		SP:Iteration 7Q (40156.630000 sec): 3 clusters
  Score: Raw -683528.627805 + Penalty 2839.984842 = -680688.642963
  nChanged 188
		SP:Iteration 8Q (40156.830000 sec): 3 clusters
  Score: Raw -683612.312810 + Penalty 2839.984842 = -680772.327968
  nChanged 185
		SP:Iteration 9Q (40157.010000 sec): 3 clusters
  Score: Raw -683695.502115 + Penalty 2839.984842 = -680855.517274
  nChanged 168
		SP:Iteration 10Q (40157.180000 sec): 3 clusters
  Score: Raw -683766.804733 + Penalty 2839.984842 = -680926.819892
  nChanged 171
		SP:Iteration 11Q (40157.340000 sec): 3 clusters
  Score: Raw -683843.940512 + Penalty 2839.984842 = -681003.955670
  nChanged 150
		SP:Iteration 12Q (40157.530000 sec): 3 clusters
  Score: Raw -683908.949468 + Penalty 2839.984842 = -681068.964626
  nChanged 139
		SP:Iteration 13Q (40157.710000 sec): 3 clusters
  Score: Raw -683971.248861 + Penalty 2839.984842 = -681131.264019
  nChanged 150
		SP:Iteration 14Q (40157.920000 sec): 3 clusters
  Score: Raw -684037.506786 + Penalty 2839.984842 = -681197.521944
  nChanged 155
		SP:Iteration 15Q (40158.090000 sec): 3 clusters
  Score: Raw -684102.897795 + Penalty 2839.984842 = -681262.912953
  nChanged 133
		SP:Iteration 16Q (40158.290000 sec): 3 clusters
  Score: Raw -684149.287623 + Penalty 2839.984842 = -681309.302781
  nChanged 104
		SP:Iteration 17Q (40158.460000 sec): 3 clusters
  Score: Raw -684185.845907 + Penalty 2839.984842 = -681345.861065
  nChanged 102
		SP:Iteration 18Q (40158.710000 sec): 3 clusters
  Score: Raw -684214.388192 + Penalty 2839.984842 = -681374.403350
  nChanged 75
		SP:Iteration 19Q (40158.860000 sec): 3 clusters
  Score: Raw -684234.067809 + Penalty 2839.984842 = -681394.082968
  nChanged 68
		SP:Iteration 20F (40159.080000 sec): 3 clusters
  Score: Raw -684257.439788 + Penalty 2839.984842 = -681417.454947
  nChanged 73
		SP:Iteration 21Q (40159.230000 sec): 3 clusters
  Score: Raw -684278.170712 + Penalty 2839.984842 = -681438.185871
  nChanged 72
		SP:Iteration 22Q (40159.420000 sec): 3 clusters
  Score: Raw -684296.719314 + Penalty 2839.984842 = -681456.734472
  nChanged 54
		SP:Iteration 23Q (40159.640000 sec): 3 clusters
  Score: Raw -684310.873595 + Penalty 2839.984842 = -681470.888753
  nChanged 48
		SP:Iteration 24Q (40159.850000 sec): 3 clusters
  Score: Raw -684323.074466 + Penalty 2839.984842 = -681483.089624
  nChanged 53
		SP:Iteration 25Q (40160.030000 sec): 3 clusters
  Score: Raw -684337.693219 + Penalty 2839.984842 = -681497.708378
  nChanged 51
		SP:Iteration 26Q (40160.220000 sec): 3 clusters
  Score: Raw -684351.398792 + Penalty 2839.984842 = -681511.413951
  nChanged 45
		SP:Iteration 27Q (40160.430000 sec): 3 clusters
  Score: Raw -684360.081374 + Penalty 2839.984842 = -681520.096532
  nChanged 41
		SP:Iteration 28Q (40160.600000 sec): 3 clusters
  Score: Raw -684369.696417 + Penalty 2839.984842 = -681529.711575
  nChanged 37
		SP:Iteration 29Q (40160.780000 sec): 3 clusters
  Score: Raw -684379.161028 + Penalty 2839.984842 = -681539.176187
  nChanged 33
		SP:Iteration 30Q (40160.970000 sec): 3 clusters
  Score: Raw -684385.222197 + Penalty 2839.984842 = -681545.237355
  nChanged 27
		SP:Iteration 31Q (40161.210000 sec): 3 clusters
  Score: Raw -684390.939989 + Penalty 2839.984842 = -681550.955147
  nChanged 22
		SP:Iteration 32Q (40161.370000 sec): 3 clusters
  Score: Raw -684395.053668 + Penalty 2839.984842 = -681555.068826
  nChanged 23
		SP:Iteration 33Q (40161.590000 sec): 3 clusters
  Score: Raw -684399.847742 + Penalty 2839.984842 = -681559.862901
  nChanged 15
		SP:Iteration 34Q (40161.810000 sec): 3 clusters
  Score: Raw -684402.465291 + Penalty 2839.984842 = -681562.480449
  nChanged 14
		SP:Iteration 35Q (40161.960000 sec): 3 clusters
  Score: Raw -684405.986714 + Penalty 2839.984842 = -681566.001873
  nChanged 15
		SP:Iteration 36Q (40162.160000 sec): 3 clusters
  Score: Raw -684410.028806 + Penalty 2839.984842 = -681570.043964
  nChanged 14
		SP:Iteration 37Q (40162.350000 sec): 3 clusters
  Score: Raw -684412.817803 + Penalty 2839.984842 = -681572.832961
  nChanged 14
		SP:Iteration 38Q (40162.540000 sec): 3 clusters
  Score: Raw -684414.848373 + Penalty 2839.984842 = -681574.863531
  nChanged 12
		SP:Iteration 39Q (40162.770000 sec): 3 clusters
  Score: Raw -684416.417024 + Penalty 2839.984842 = -681576.432182
  nChanged 10
		SP:Iteration 40F (40162.960000 sec): 3 clusters
  Score: Raw -684418.211593 + Penalty 2839.984842 = -681578.226752
  nChanged 12
		SP:Iteration 41Q (40163.120000 sec): 3 clusters
  Score: Raw -684420.037067 + Penalty 2839.984842 = -681580.052225
  nChanged 13
		SP:Iteration 42Q (40163.280000 sec): 3 clusters
  Score: Raw -684422.606093 + Penalty 2839.984842 = -681582.621252
  nChanged 11
		SP:Iteration 43Q (40163.440000 sec): 3 clusters
  Score: Raw -684424.723298 + Penalty 2839.984842 = -681584.738457
  nChanged 14
		SP:Iteration 44Q (40163.680000 sec): 3 clusters
  Score: Raw -684428.074109 + Penalty 2839.984842 = -681588.089267
  nChanged 14
		SP:Iteration 45Q (40163.880000 sec): 3 clusters
  Score: Raw -684431.410196 + Penalty 2839.984842 = -681591.425354
  nChanged 17
		SP:Iteration 46Q (40164.060000 sec): 3 clusters
  Score: Raw -684434.061684 + Penalty 2839.984842 = -681594.076842
  nChanged 8
		SP:Iteration 47Q (40164.250000 sec): 3 clusters
  Score: Raw -684435.369811 + Penalty 2839.984842 = -681595.384970
  nChanged 6
		SP:Iteration 48Q (40164.440000 sec): 3 clusters
  Score: Raw -684436.566859 + Penalty 2839.984842 = -681596.582018
  nChanged 7
		SP:Iteration 49Q (40164.640000 sec): 3 clusters
  Score: Raw -684437.405404 + Penalty 2839.984842 = -681597.420562
  nChanged 5
		SP:Iteration 50Q (40164.830000 sec): 3 clusters
  Score: Raw -684438.120011 + Penalty 2839.984842 = -681598.135169
  nChanged 6
		SP:Iteration 51Q (40164.980000 sec): 3 clusters
  Score: Raw -684439.892612 + Penalty 2839.984842 = -681599.907770
  nChanged 8
		SP:Iteration 52Q (40165.180000 sec): 3 clusters
  Score: Raw -684440.965103 + Penalty 2839.984842 = -681600.980261
  nChanged 7
		SP:Iteration 53Q (40165.380000 sec): 3 clusters
  Score: Raw -684441.940569 + Penalty 2839.984842 = -681601.955728
  nChanged 7
		SP:Iteration 54Q (40165.590000 sec): 3 clusters
  Score: Raw -684443.103333 + Penalty 2839.984842 = -681603.118492
  nChanged 9
		SP:Iteration 55Q (40165.770000 sec): 3 clusters
  Score: Raw -684444.137378 + Penalty 2839.984842 = -681604.152536
  nChanged 3
		SP:Iteration 56Q (40166.000000 sec): 3 clusters
  Score: Raw -684444.910900 + Penalty 2839.984842 = -681604.926058
  nChanged 6
		SP:Iteration 57Q (40166.200000 sec): 3 clusters
  Score: Raw -684446.084353 + Penalty 2839.984842 = -681606.099511
  nChanged 7
		SP:Iteration 58Q (40166.350000 sec): 3 clusters
  Score: Raw -684447.477992 + Penalty 2839.984842 = -681607.493150
  nChanged 8
		SP:Iteration 59Q (40166.550000 sec): 3 clusters
  Score: Raw -684448.951118 + Penalty 2839.984842 = -681608.966277
  nChanged 5
		SP:Iteration 60F (40166.710000 sec): 3 clusters
  Score: Raw -684449.759090 + Penalty 2839.984842 = -681609.774249
  nChanged 5
		SP:Iteration 61Q (40166.890000 sec): 3 clusters
  Score: Raw -684450.353560 + Penalty 2839.984842 = -681610.368719
  nChanged 4
		SP:Iteration 62Q (40167.060000 sec): 3 clusters
  Score: Raw -684450.894366 + Penalty 2839.984842 = -681610.909524
  nChanged 1
		SP:Iteration 63Q (40167.250000 sec): 3 clusters
  Score: Raw -684450.941144 + Penalty 2839.984842 = -681610.956303
  nChanged 2
		SP:Iteration 64Q (40167.450000 sec): 3 clusters
  Score: Raw -684451.261744 + Penalty 2839.984842 = -681611.276903
  nChanged 2
		SP:Iteration 65Q (40167.670000 sec): 3 clusters
  Score: Raw -684451.412071 + Penalty 2839.984842 = -681611.427230
  nChanged 2
		SP:Iteration 66Q (40167.830000 sec): 3 clusters
  Score: Raw -684451.635791 + Penalty 2839.984842 = -681611.650949
  nChanged 4
		SP:Iteration 67Q (40168.040000 sec): 3 clusters
  Score: Raw -684452.480916 + Penalty 2839.984842 = -681612.496074
  nChanged 3
		SP:Iteration 68Q (40168.260000 sec): 3 clusters
  Score: Raw -684452.918390 + Penalty 2839.984842 = -681612.933549
  nChanged 3
		SP:Iteration 69Q (40168.440000 sec): 3 clusters
  Score: Raw -684453.288742 + Penalty 2839.984842 = -681613.303900
  nChanged 0
		SP:Iteration 70F (40168.630000 sec): 3 clusters
  Score: Raw -684453.288742 + Penalty 2839.984842 = -681613.303900
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40168.730000 sec): 2 clusters
  Score: Raw -323769.447690 + Penalty 1320.895095 = -322448.552595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40168.950000 sec): 3 clusters
  Score: Raw -322178.094890 + Penalty 2641.790190 = -319536.304700
  nChanged 1294
		SP:Iteration 1F (40169.140000 sec): 3 clusters
  Score: Raw -323073.941733 + Penalty 2641.790190 = -320432.151543
  nChanged 327
		SP:Iteration 2F (40169.340000 sec): 3 clusters
  Score: Raw -323394.084744 + Penalty 2641.790190 = -320752.294554
  nChanged 264
		SP:Iteration 3F (40169.480000 sec): 3 clusters
  Score: Raw -323652.983042 + Penalty 2641.790190 = -321011.192852
  nChanged 221
		SP:Iteration 4F (40169.670000 sec): 3 clusters
  Score: Raw -323832.576394 + Penalty 2641.790190 = -321190.786204
  nChanged 195
		SP:Iteration 5F (40169.900000 sec): 3 clusters
  Score: Raw -323971.961121 + Penalty 2641.790190 = -321330.170931
  nChanged 154
		SP:Iteration 6Q (40170.060000 sec): 3 clusters
  Score: Raw -324084.547451 + Penalty 2641.790190 = -321442.757261
  nChanged 140
		SP:Iteration 7Q (40170.210000 sec): 3 clusters
  Score: Raw -324180.768341 + Penalty 2641.790190 = -321538.978151
  nChanged 95
		SP:Iteration 8Q (40170.380000 sec): 3 clusters
  Score: Raw -324232.480578 + Penalty 2641.790190 = -321590.690388
  nChanged 93
		SP:Iteration 9Q (40170.560000 sec): 3 clusters
  Score: Raw -324280.640132 + Penalty 2641.790190 = -321638.849941
  nChanged 53
		SP:Iteration 10Q (40170.700000 sec): 3 clusters
  Score: Raw -324309.565564 + Penalty 2641.790190 = -321667.775374
  nChanged 50
		SP:Iteration 11Q (40170.920000 sec): 3 clusters
  Score: Raw -324348.217559 + Penalty 2641.790190 = -321706.427369
  nChanged 55
		SP:Iteration 12Q (40171.100000 sec): 3 clusters
  Score: Raw -324387.672643 + Penalty 2641.790190 = -321745.882453
  nChanged 36
		SP:Iteration 13Q (40171.260000 sec): 3 clusters
  Score: Raw -324409.877358 + Penalty 2641.790190 = -321768.087168
  nChanged 29
		SP:Iteration 14Q (40171.480000 sec): 3 clusters
  Score: Raw -324427.464099 + Penalty 2641.790190 = -321785.673909
  nChanged 18
		SP:Iteration 15Q (40171.640000 sec): 3 clusters
  Score: Raw -324437.747983 + Penalty 2641.790190 = -321795.957793
  nChanged 20
		SP:Iteration 16Q (40171.850000 sec): 3 clusters
  Score: Raw -324445.310749 + Penalty 2641.790190 = -321803.520559
  nChanged 21
		SP:Iteration 17Q (40172.010000 sec): 3 clusters
  Score: Raw -324454.408892 + Penalty 2641.790190 = -321812.618702
  nChanged 17
		SP:Iteration 18Q (40172.190000 sec): 3 clusters
  Score: Raw -324458.552650 + Penalty 2641.790190 = -321816.762459
  nChanged 11
		SP:Iteration 19Q (40172.380000 sec): 3 clusters
  Score: Raw -324462.325122 + Penalty 2641.790190 = -321820.534932
  nChanged 13
		SP:Iteration 20F (40172.560000 sec): 3 clusters
  Score: Raw -324468.889865 + Penalty 2641.790190 = -321827.099675
  nChanged 15
		SP:Iteration 21Q (40172.740000 sec): 3 clusters
  Score: Raw -324479.671070 + Penalty 2641.790190 = -321837.880880
  nChanged 21
		SP:Iteration 22Q (40172.980000 sec): 3 clusters
  Score: Raw -324488.675325 + Penalty 2641.790190 = -321846.885135
  nChanged 22
		SP:Iteration 23Q (40173.150000 sec): 3 clusters
  Score: Raw -324499.205997 + Penalty 2641.790190 = -321857.415806
  nChanged 18
		SP:Iteration 24Q (40173.330000 sec): 3 clusters
  Score: Raw -324508.284309 + Penalty 2641.790190 = -321866.494119
  nChanged 17
		SP:Iteration 25Q (40173.530000 sec): 3 clusters
  Score: Raw -324514.034723 + Penalty 2641.790190 = -321872.244533
  nChanged 14
		SP:Iteration 26Q (40173.710000 sec): 3 clusters
  Score: Raw -324518.642642 + Penalty 2641.790190 = -321876.852452
  nChanged 9
		SP:Iteration 27Q (40173.830000 sec): 3 clusters
  Score: Raw -324521.815035 + Penalty 2641.790190 = -321880.024845
  nChanged 7
		SP:Iteration 28Q (40173.950000 sec): 3 clusters
  Score: Raw -324523.074236 + Penalty 2641.790190 = -321881.284046
  nChanged 4
		SP:Iteration 29Q (40174.130000 sec): 3 clusters
  Score: Raw -324524.404468 + Penalty 2641.790190 = -321882.614278
  nChanged 5
		SP:Iteration 30Q (40174.320000 sec): 3 clusters
  Score: Raw -324525.497366 + Penalty 2641.790190 = -321883.707176
  nChanged 1
		SP:Iteration 31Q (40174.520000 sec): 3 clusters
  Score: Raw -324525.617581 + Penalty 2641.790190 = -321883.827391
  nChanged 0
		SP:Iteration 32F (40174.720000 sec): 3 clusters
  Score: Raw -324525.617581 + Penalty 2641.790190 = -321883.827391
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40174.830000 sec): 2 clusters
  Score: Raw -294284.192158 + Penalty 1289.881413 = -292994.310744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40175.030000 sec): 3 clusters
  Score: Raw -293019.762566 + Penalty 2579.762827 = -290439.999739
  nChanged 1053
		SP:Iteration 1F (40175.260000 sec): 3 clusters
  Score: Raw -293682.003799 + Penalty 2579.762827 = -291102.240972
  nChanged 228
		SP:Iteration 2F (40175.400000 sec): 3 clusters
  Score: Raw -293835.707440 + Penalty 2579.762827 = -291255.944613
  nChanged 138
		SP:Iteration 3Q (40175.590000 sec): 3 clusters
  Score: Raw -293925.176019 + Penalty 2579.762827 = -291345.413193
  nChanged 116
		SP:Iteration 4Q (40175.720000 sec): 3 clusters
  Score: Raw -293995.427625 + Penalty 2579.762827 = -291415.664798
  nChanged 94
		SP:Iteration 5Q (40175.920000 sec): 3 clusters
  Score: Raw -294063.736806 + Penalty 2579.762827 = -291483.973979
  nChanged 86
		SP:Iteration 6Q (40176.070000 sec): 3 clusters
  Score: Raw -294132.017841 + Penalty 2579.762827 = -291552.255014
  nChanged 87
		SP:Iteration 7Q (40176.280000 sec): 3 clusters
  Score: Raw -294192.472251 + Penalty 2579.762827 = -291612.709424
  nChanged 94
		SP:Iteration 8Q (40176.430000 sec): 3 clusters
  Score: Raw -294250.818884 + Penalty 2579.762827 = -291671.056057
  nChanged 74
		SP:Iteration 9Q (40176.640000 sec): 3 clusters
  Score: Raw -294301.944714 + Penalty 2579.762827 = -291722.181887
  nChanged 73
		SP:Iteration 10Q (40176.790000 sec): 3 clusters
  Score: Raw -294364.064099 + Penalty 2579.762827 = -291784.301272
  nChanged 79
		SP:Iteration 11Q (40176.960000 sec): 3 clusters
  Score: Raw -294430.406022 + Penalty 2579.762827 = -291850.643196
  nChanged 75
		SP:Iteration 12Q (40177.110000 sec): 3 clusters
  Score: Raw -294482.977084 + Penalty 2579.762827 = -291903.214257
  nChanged 50
		SP:Iteration 13Q (40177.260000 sec): 3 clusters
  Score: Raw -294517.751513 + Penalty 2579.762827 = -291937.988686
  nChanged 47
		SP:Iteration 14Q (40177.420000 sec): 3 clusters
  Score: Raw -294552.323235 + Penalty 2579.762827 = -291972.560408
  nChanged 40
		SP:Iteration 15Q (40177.620000 sec): 3 clusters
  Score: Raw -294583.070886 + Penalty 2579.762827 = -292003.308059
  nChanged 29
		SP:Iteration 16Q (40177.750000 sec): 3 clusters
  Score: Raw -294603.548972 + Penalty 2579.762827 = -292023.786145
  nChanged 31
		SP:Iteration 17Q (40177.930000 sec): 3 clusters
  Score: Raw -294622.408867 + Penalty 2579.762827 = -292042.646040
  nChanged 30
		SP:Iteration 18Q (40178.120000 sec): 3 clusters
  Score: Raw -294643.837647 + Penalty 2579.762827 = -292064.074820
  nChanged 30
		SP:Iteration 19Q (40178.320000 sec): 3 clusters
  Score: Raw -294662.460073 + Penalty 2579.762827 = -292082.697246
  nChanged 29
		SP:Iteration 20F (40178.490000 sec): 3 clusters
  Score: Raw -294684.899711 + Penalty 2579.762827 = -292105.136884
  nChanged 33
		SP:Iteration 21Q (40178.690000 sec): 3 clusters
  Score: Raw -294714.653561 + Penalty 2579.762827 = -292134.890734
  nChanged 43
		SP:Iteration 22Q (40178.860000 sec): 3 clusters
  Score: Raw -294748.292977 + Penalty 2579.762827 = -292168.530150
  nChanged 34
		SP:Iteration 23Q (40179.030000 sec): 3 clusters
  Score: Raw -294772.341443 + Penalty 2579.762827 = -292192.578616
  nChanged 28
		SP:Iteration 24Q (40179.200000 sec): 3 clusters
  Score: Raw -294791.327931 + Penalty 2579.762827 = -292211.565104
  nChanged 25
		SP:Iteration 25Q (40179.390000 sec): 3 clusters
  Score: Raw -294814.664871 + Penalty 2579.762827 = -292234.902044
  nChanged 28
		SP:Iteration 26Q (40179.570000 sec): 3 clusters
  Score: Raw -294834.876596 + Penalty 2579.762827 = -292255.113769
  nChanged 25
		SP:Iteration 27Q (40179.770000 sec): 3 clusters
  Score: Raw -294852.475326 + Penalty 2579.762827 = -292272.712499
  nChanged 23
		SP:Iteration 28Q (40179.940000 sec): 3 clusters
  Score: Raw -294868.103591 + Penalty 2579.762827 = -292288.340764
  nChanged 18
		SP:Iteration 29Q (40180.070000 sec): 3 clusters
  Score: Raw -294878.357367 + Penalty 2579.762827 = -292298.594540
  nChanged 19
		SP:Iteration 30Q (40180.270000 sec): 3 clusters
  Score: Raw -294889.849897 + Penalty 2579.762827 = -292310.087070
  nChanged 9
		SP:Iteration 31Q (40180.460000 sec): 3 clusters
  Score: Raw -294896.458764 + Penalty 2579.762827 = -292316.695937
  nChanged 11
		SP:Iteration 32Q (40180.630000 sec): 3 clusters
  Score: Raw -294904.166742 + Penalty 2579.762827 = -292324.403915
  nChanged 20
		SP:Iteration 33Q (40180.820000 sec): 3 clusters
  Score: Raw -294915.325634 + Penalty 2579.762827 = -292335.562807
  nChanged 7
		SP:Iteration 34Q (40181.000000 sec): 3 clusters
  Score: Raw -294920.151788 + Penalty 2579.762827 = -292340.388961
  nChanged 8
		SP:Iteration 35Q (40181.180000 sec): 3 clusters
  Score: Raw -294923.476299 + Penalty 2579.762827 = -292343.713472
  nChanged 6
		SP:Iteration 36Q (40181.340000 sec): 3 clusters
  Score: Raw -294925.678094 + Penalty 2579.762827 = -292345.915267
  nChanged 5
		SP:Iteration 37Q (40181.550000 sec): 3 clusters
  Score: Raw -294927.504095 + Penalty 2579.762827 = -292347.741268
  nChanged 2
		SP:Iteration 38Q (40181.740000 sec): 3 clusters
  Score: Raw -294928.365022 + Penalty 2579.762827 = -292348.602195
  nChanged 2
		SP:Iteration 39Q (40181.930000 sec): 3 clusters
  Score: Raw -294929.319673 + Penalty 2579.762827 = -292349.556846
  nChanged 2
		SP:Iteration 40F (40182.110000 sec): 3 clusters
  Score: Raw -294930.071733 + Penalty 2579.762827 = -292350.308906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40182.210000 sec): 2 clusters
  Score: Raw -83808.038557 + Penalty 1093.790441 = -82714.248116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40182.390000 sec): 3 clusters
  Score: Raw -83630.388969 + Penalty 2187.580883 = -81442.808087
  nChanged 269
		SP:Iteration 1F (40182.500000 sec): 3 clusters
  Score: Raw -83975.249526 + Penalty 2187.580883 = -81787.668643
  nChanged 94
		SP:Iteration 2F (40182.690000 sec): 3 clusters
  Score: Raw -84158.762219 + Penalty 2187.580883 = -81971.181336
  nChanged 69
		SP:Iteration 3F (40182.850000 sec): 3 clusters
  Score: Raw -84396.676927 + Penalty 2187.580883 = -82209.096045
  nChanged 55
		SP:Iteration 4F (40183.040000 sec): 3 clusters
  Score: Raw -84529.790420 + Penalty 2187.580883 = -82342.209538
  nChanged 45
		SP:Iteration 5F (40183.210000 sec): 3 clusters
  Score: Raw -84622.769716 + Penalty 2187.580883 = -82435.188833
  nChanged 26
		SP:Iteration 6Q (40183.400000 sec): 3 clusters
  Score: Raw -84665.188256 + Penalty 2187.580883 = -82477.607374
  nChanged 9
		SP:Iteration 7Q (40183.560000 sec): 3 clusters
  Score: Raw -84676.073376 + Penalty 2187.580883 = -82488.492493
  nChanged 2
		SP:Iteration 8Q (40183.740000 sec): 3 clusters
  Score: Raw -84677.982423 + Penalty 2187.580883 = -82490.401540
  nChanged 1
		SP:Iteration 9Q (40183.940000 sec): 3 clusters
  Score: Raw -84678.740908 + Penalty 2187.580883 = -82491.160025
  nChanged 0
		SP:Iteration 10F (40184.140000 sec): 3 clusters
  Score: Raw -84678.740908 + Penalty 2187.580883 = -82491.160025
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40184.240000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40184.480000 sec): 3 clusters
  Score: Raw -545776.550451 + Penalty 2767.241687 = -543009.308765
  nChanged 2051
		SP:Iteration 1F (40184.680000 sec): 3 clusters
  Score: Raw -546820.605519 + Penalty 2767.241687 = -544053.363832
  nChanged 353
		SP:Iteration 2F (40184.840000 sec): 3 clusters
  Score: Raw -547006.020396 + Penalty 2767.241687 = -544238.778710
  nChanged 304
		SP:Iteration 3F (40185.000000 sec): 3 clusters
  Score: Raw -547176.736273 + Penalty 2767.241687 = -544409.494586
  nChanged 271
		SP:Iteration 4F (40185.210000 sec): 3 clusters
  Score: Raw -547347.629499 + Penalty 2767.241687 = -544580.387812
  nChanged 251
		SP:Iteration 5F (40185.410000 sec): 3 clusters
  Score: Raw -547493.646521 + Penalty 2767.241687 = -544726.404835
  nChanged 223
		SP:Iteration 6Q (40185.570000 sec): 3 clusters
  Score: Raw -547631.743521 + Penalty 2767.241687 = -544864.501834
  nChanged 223
		SP:Iteration 7Q (40185.760000 sec): 3 clusters
  Score: Raw -547761.787584 + Penalty 2767.241687 = -544994.545897
  nChanged 189
		SP:Iteration 8Q (40185.930000 sec): 3 clusters
  Score: Raw -547871.218773 + Penalty 2767.241687 = -545103.977086
  nChanged 191
		SP:Iteration 9Q (40186.110000 sec): 3 clusters
  Score: Raw -547979.941949 + Penalty 2767.241687 = -545212.700262
  nChanged 164
		SP:Iteration 10Q (40186.300000 sec): 3 clusters
  Score: Raw -548077.539522 + Penalty 2767.241687 = -545310.297835
  nChanged 167
		SP:Iteration 11Q (40186.510000 sec): 3 clusters
  Score: Raw -548182.669982 + Penalty 2767.241687 = -545415.428295
  nChanged 154
		SP:Iteration 12Q (40186.690000 sec): 3 clusters
  Score: Raw -548276.772848 + Penalty 2767.241687 = -545509.531161
  nChanged 131
		SP:Iteration 13Q (40186.920000 sec): 3 clusters
  Score: Raw -548354.564792 + Penalty 2767.241687 = -545587.323105
  nChanged 96
		SP:Iteration 14Q (40187.090000 sec): 3 clusters
  Score: Raw -548406.319746 + Penalty 2767.241687 = -545639.078059
  nChanged 82
		SP:Iteration 15Q (40187.280000 sec): 3 clusters
  Score: Raw -548450.187606 + Penalty 2767.241687 = -545682.945919
  nChanged 69
		SP:Iteration 16Q (40187.480000 sec): 3 clusters
  Score: Raw -548485.290146 + Penalty 2767.241687 = -545718.048459
  nChanged 63
		SP:Iteration 17Q (40187.680000 sec): 3 clusters
  Score: Raw -548517.399939 + Penalty 2767.241687 = -545750.158252
  nChanged 59
		SP:Iteration 18Q (40187.890000 sec): 3 clusters
  Score: Raw -548545.571450 + Penalty 2767.241687 = -545778.329763
  nChanged 42
		SP:Iteration 19Q (40188.080000 sec): 3 clusters
  Score: Raw -548560.482552 + Penalty 2767.241687 = -545793.240865
  nChanged 41
		SP:Iteration 20F (40188.250000 sec): 3 clusters
  Score: Raw -548580.977620 + Penalty 2767.241687 = -545813.735933
  nChanged 43
		SP:Iteration 21Q (40188.420000 sec): 3 clusters
  Score: Raw -548600.397182 + Penalty 2767.241687 = -545833.155495
  nChanged 35
		SP:Iteration 22Q (40188.610000 sec): 3 clusters
  Score: Raw -548618.452657 + Penalty 2767.241687 = -545851.210971
  nChanged 42
		SP:Iteration 23Q (40188.790000 sec): 3 clusters
  Score: Raw -548637.280516 + Penalty 2767.241687 = -545870.038829
  nChanged 27
		SP:Iteration 24Q (40188.980000 sec): 3 clusters
  Score: Raw -548647.326114 + Penalty 2767.241687 = -545880.084427
  nChanged 16
		SP:Iteration 25Q (40189.160000 sec): 3 clusters
  Score: Raw -548652.412670 + Penalty 2767.241687 = -545885.170983
  nChanged 24
		SP:Iteration 26Q (40189.390000 sec): 3 clusters
  Score: Raw -548662.779563 + Penalty 2767.241687 = -545895.537877
  nChanged 27
		SP:Iteration 27Q (40189.620000 sec): 3 clusters
  Score: Raw -548674.210872 + Penalty 2767.241687 = -545906.969185
  nChanged 20
		SP:Iteration 28Q (40189.780000 sec): 3 clusters
  Score: Raw -548682.509082 + Penalty 2767.241687 = -545915.267395
  nChanged 17
		SP:Iteration 29Q (40189.990000 sec): 3 clusters
  Score: Raw -548687.776866 + Penalty 2767.241687 = -545920.535179
  nChanged 18
		SP:Iteration 30Q (40190.190000 sec): 3 clusters
  Score: Raw -548694.539796 + Penalty 2767.241687 = -545927.298109
  nChanged 13
		SP:Iteration 31Q (40190.390000 sec): 3 clusters
  Score: Raw -548699.963060 + Penalty 2767.241687 = -545932.721373
  nChanged 8
		SP:Iteration 32Q (40190.580000 sec): 3 clusters
  Score: Raw -548702.968123 + Penalty 2767.241687 = -545935.726436
  nChanged 9
		SP:Iteration 33Q (40190.760000 sec): 3 clusters
  Score: Raw -548705.977128 + Penalty 2767.241687 = -545938.735442
  nChanged 10
		SP:Iteration 34Q (40190.980000 sec): 3 clusters
  Score: Raw -548708.667522 + Penalty 2767.241687 = -545941.425835
  nChanged 4
		SP:Iteration 35Q (40191.140000 sec): 3 clusters
  Score: Raw -548709.851934 + Penalty 2767.241687 = -545942.610247
  nChanged 3
		SP:Iteration 36Q (40191.300000 sec): 3 clusters
  Score: Raw -548710.520561 + Penalty 2767.241687 = -545943.278874
  nChanged 0
		SP:Iteration 37F (40191.480000 sec): 3 clusters
  Score: Raw -548710.520561 + Penalty 2767.241687 = -545943.278874
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40191.600000 sec): 2 clusters
  Score: Raw -1075049.296760 + Penalty 1493.629348 = -1073555.667413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40191.850000 sec): 3 clusters
  Score: Raw -1069464.910003 + Penalty 2987.258695 = -1066477.651308
  nChanged 4276
		SP:Iteration 1F (40192.060000 sec): 3 clusters
  Score: Raw -1071876.470537 + Penalty 2987.258695 = -1068889.211841
  nChanged 608
		SP:Iteration 2F (40192.220000 sec): 3 clusters
  Score: Raw -1072124.408208 + Penalty 2987.258695 = -1069137.149513
  nChanged 458
		SP:Iteration 3Q (40192.410000 sec): 3 clusters
  Score: Raw -1072303.897486 + Penalty 2987.258695 = -1069316.638791
  nChanged 389
		SP:Iteration 4Q (40192.650000 sec): 3 clusters
  Score: Raw -1072433.332692 + Penalty 2987.258695 = -1069446.073997
  nChanged 342
		SP:Iteration 5Q (40192.880000 sec): 3 clusters
  Score: Raw -1072542.227923 + Penalty 2987.258695 = -1069554.969228
  nChanged 267
		SP:Iteration 6Q (40193.110000 sec): 3 clusters
  Score: Raw -1072619.995361 + Penalty 2987.258695 = -1069632.736666
  nChanged 229
		SP:Iteration 7Q (40193.270000 sec): 3 clusters
  Score: Raw -1072692.824197 + Penalty 2987.258695 = -1069705.565502
  nChanged 226
		SP:Iteration 8Q (40193.450000 sec): 3 clusters
  Score: Raw -1072763.685935 + Penalty 2987.258695 = -1069776.427239
  nChanged 212
		SP:Iteration 9Q (40193.620000 sec): 3 clusters
  Score: Raw -1072825.116017 + Penalty 2987.258695 = -1069837.857321
  nChanged 193
		SP:Iteration 10Q (40193.860000 sec): 3 clusters
  Score: Raw -1072888.458180 + Penalty 2987.258695 = -1069901.199485
  nChanged 209
		SP:Iteration 11Q (40194.030000 sec): 3 clusters
  Score: Raw -1072968.281554 + Penalty 2987.258695 = -1069981.022859
  nChanged 225
		SP:Iteration 12Q (40194.270000 sec): 3 clusters
  Score: Raw -1073034.914641 + Penalty 2987.258695 = -1070047.655946
  nChanged 194
		SP:Iteration 13Q (40194.470000 sec): 3 clusters
  Score: Raw -1073098.808624 + Penalty 2987.258695 = -1070111.549928
  nChanged 182
		SP:Iteration 14Q (40194.690000 sec): 3 clusters
  Score: Raw -1073162.223325 + Penalty 2987.258695 = -1070174.964630
  nChanged 193
		SP:Iteration 15Q (40194.910000 sec): 3 clusters
  Score: Raw -1073233.246824 + Penalty 2987.258695 = -1070245.988129
  nChanged 214
		SP:Iteration 16Q (40195.090000 sec): 3 clusters
  Score: Raw -1073308.640500 + Penalty 2987.258695 = -1070321.381805
  nChanged 198
		SP:Iteration 17Q (40195.290000 sec): 3 clusters
  Score: Raw -1073390.575866 + Penalty 2987.258695 = -1070403.317170
  nChanged 229
		SP:Iteration 18Q (40195.480000 sec): 3 clusters
  Score: Raw -1073487.303336 + Penalty 2987.258695 = -1070500.044640
  nChanged 224
		SP:Iteration 19Q (40195.700000 sec): 3 clusters
  Score: Raw -1073576.385749 + Penalty 2987.258695 = -1070589.127053
  nChanged 227
		SP:Iteration 20F (40195.920000 sec): 3 clusters
  Score: Raw -1073672.416342 + Penalty 2987.258695 = -1070685.157647
  nChanged 228
		SP:Iteration 21Q (40196.160000 sec): 3 clusters
  Score: Raw -1073759.954913 + Penalty 2987.258695 = -1070772.696217
  nChanged 198
		SP:Iteration 22Q (40196.360000 sec): 3 clusters
  Score: Raw -1073839.729806 + Penalty 2987.258695 = -1070852.471111
  nChanged 194
		SP:Iteration 23Q (40196.580000 sec): 3 clusters
  Score: Raw -1073915.688933 + Penalty 2987.258695 = -1070928.430237
  nChanged 195
		SP:Iteration 24Q (40196.840000 sec): 3 clusters
  Score: Raw -1073997.656600 + Penalty 2987.258695 = -1071010.397904
  nChanged 183
		SP:Iteration 25Q (40197.030000 sec): 3 clusters
  Score: Raw -1074063.143251 + Penalty 2987.258695 = -1071075.884556
  nChanged 152
		SP:Iteration 26Q (40197.270000 sec): 3 clusters
  Score: Raw -1074119.954449 + Penalty 2987.258695 = -1071132.695753
  nChanged 177
		SP:Iteration 27Q (40197.490000 sec): 3 clusters
  Score: Raw -1074188.269016 + Penalty 2987.258695 = -1071201.010320
  nChanged 187
		SP:Iteration 28Q (40197.710000 sec): 3 clusters
  Score: Raw -1074266.701705 + Penalty 2987.258695 = -1071279.443010
  nChanged 179
		SP:Iteration 29Q (40197.920000 sec): 3 clusters
  Score: Raw -1074332.496017 + Penalty 2987.258695 = -1071345.237322
  nChanged 170
		SP:Iteration 30Q (40198.210000 sec): 3 clusters
  Score: Raw -1074403.698548 + Penalty 2987.258695 = -1071416.439853
  nChanged 180
		SP:Iteration 31Q (40198.390000 sec): 3 clusters
  Score: Raw -1074495.721305 + Penalty 2987.258695 = -1071508.462609
  nChanged 194
		SP:Iteration 32Q (40198.610000 sec): 3 clusters
  Score: Raw -1074604.731562 + Penalty 2987.258695 = -1071617.472866
  nChanged 186
		SP:Iteration 33Q (40198.740000 sec): 3 clusters
  Score: Raw -1074702.054280 + Penalty 2987.258695 = -1071714.795584
  nChanged 167
		SP:Iteration 34Q (40198.930000 sec): 3 clusters
  Score: Raw -1074785.817124 + Penalty 2987.258695 = -1071798.558428
  nChanged 130
		SP:Iteration 35Q (40199.170000 sec): 3 clusters
  Score: Raw -1074845.597003 + Penalty 2987.258695 = -1071858.338307
  nChanged 108
		SP:Iteration 36Q (40199.340000 sec): 3 clusters
  Score: Raw -1074898.840251 + Penalty 2987.258695 = -1071911.581556
  nChanged 109
		SP:Iteration 37Q (40199.610000 sec): 3 clusters
  Score: Raw -1074952.957723 + Penalty 2987.258695 = -1071965.699027
  nChanged 109
		SP:Iteration 38Q (40199.800000 sec): 3 clusters
  Score: Raw -1075000.641487 + Penalty 2987.258695 = -1072013.382791
  nChanged 81
		SP:Iteration 39Q (40200.040000 sec): 3 clusters
  Score: Raw -1075036.533518 + Penalty 2987.258695 = -1072049.274823
  nChanged 63
		SP:Iteration 40F (40200.310000 sec): 3 clusters
  Score: Raw -1075063.084921 + Penalty 2987.258695 = -1072075.826225
  nChanged 55
		SP:Iteration 41Q (40200.460000 sec): 3 clusters
  Score: Raw -1075085.331061 + Penalty 2987.258695 = -1072098.072366
  nChanged 45
		SP:Iteration 42Q (40200.650000 sec): 3 clusters
  Score: Raw -1075103.104271 + Penalty 2987.258695 = -1072115.845575
  nChanged 38
		SP:Iteration 43Q (40200.900000 sec): 3 clusters
  Score: Raw -1075119.199030 + Penalty 2987.258695 = -1072131.940335
  nChanged 41
		SP:Iteration 44Q (40201.090000 sec): 3 clusters
  Score: Raw -1075134.992898 + Penalty 2987.258695 = -1072147.734203
  nChanged 28
		SP:Iteration 45Q (40201.350000 sec): 3 clusters
  Score: Raw -1075146.434435 + Penalty 2987.258695 = -1072159.175740
  nChanged 25
		SP:Iteration 46Q (40201.520000 sec): 3 clusters
  Score: Raw -1075155.167062 + Penalty 2987.258695 = -1072167.908367
  nChanged 17
		SP:Iteration 47Q (40201.730000 sec): 3 clusters
  Score: Raw -1075161.240640 + Penalty 2987.258695 = -1072173.981945
  nChanged 19
		SP:Iteration 48Q (40201.950000 sec): 3 clusters
  Score: Raw -1075168.022685 + Penalty 2987.258695 = -1072180.763990
  nChanged 25
		SP:Iteration 49Q (40202.170000 sec): 3 clusters
  Score: Raw -1075176.981540 + Penalty 2987.258695 = -1072189.722844
  nChanged 18
		SP:Iteration 50Q (40202.400000 sec): 3 clusters
  Score: Raw -1075184.181453 + Penalty 2987.258695 = -1072196.922757
  nChanged 17
		SP:Iteration 51Q (40202.590000 sec): 3 clusters
  Score: Raw -1075190.379902 + Penalty 2987.258695 = -1072203.121206
  nChanged 22
		SP:Iteration 52Q (40202.800000 sec): 3 clusters
  Score: Raw -1075200.543798 + Penalty 2987.258695 = -1072213.285102
  nChanged 22
		SP:Iteration 53Q (40203.030000 sec): 3 clusters
  Score: Raw -1075209.277176 + Penalty 2987.258695 = -1072222.018481
  nChanged 14
		SP:Iteration 54Q (40203.270000 sec): 3 clusters
  Score: Raw -1075215.720686 + Penalty 2987.258695 = -1072228.461991
  nChanged 16
		SP:Iteration 55Q (40203.440000 sec): 3 clusters
  Score: Raw -1075222.204961 + Penalty 2987.258695 = -1072234.946266
  nChanged 10
		SP:Iteration 56Q (40203.680000 sec): 3 clusters
  Score: Raw -1075227.721282 + Penalty 2987.258695 = -1072240.462586
  nChanged 12
		SP:Iteration 57Q (40203.920000 sec): 3 clusters
  Score: Raw -1075232.557541 + Penalty 2987.258695 = -1072245.298846
  nChanged 8
		SP:Iteration 58Q (40204.140000 sec): 3 clusters
  Score: Raw -1075235.998888 + Penalty 2987.258695 = -1072248.740192
  nChanged 4
		SP:Iteration 59Q (40204.340000 sec): 3 clusters
  Score: Raw -1075237.280127 + Penalty 2987.258695 = -1072250.021431
  nChanged 5
		SP:Iteration 60F (40204.520000 sec): 3 clusters
  Score: Raw -1075239.187088 + Penalty 2987.258695 = -1072251.928393
  nChanged 3
		SP:Iteration 61Q (40204.750000 sec): 3 clusters
  Score: Raw -1075239.944288 + Penalty 2987.258695 = -1072252.685592
  nChanged 5
		SP:Iteration 62Q (40204.960000 sec): 3 clusters
  Score: Raw -1075241.278383 + Penalty 2987.258695 = -1072254.019688
  nChanged 2
		SP:Iteration 63Q (40205.160000 sec): 3 clusters
  Score: Raw -1075241.781084 + Penalty 2987.258695 = -1072254.522389
  nChanged 0
		SP:Iteration 64F (40205.380000 sec): 3 clusters
  Score: Raw -1075241.781084 + Penalty 2987.258695 = -1072254.522389
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40205.610000 sec): 2 clusters
  Score: Raw -3016835.816304 + Penalty 1660.342946 = -3015175.473359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40205.880000 sec): 3 clusters
  Score: Raw -2999888.815035 + Penalty 3320.685891 = -2996568.129144
  nChanged 12764
		SP:Iteration 1F (40206.170000 sec): 3 clusters
  Score: Raw -3006930.854370 + Penalty 3320.685891 = -3003610.168478
  nChanged 1328
		SP:Iteration 2Q (40206.550000 sec): 3 clusters
  Score: Raw -3007414.208325 + Penalty 3320.685891 = -3004093.522434
  nChanged 1268
		SP:Iteration 3Q (40206.830000 sec): 3 clusters
  Score: Raw -3007936.383615 + Penalty 3320.685891 = -3004615.697724
  nChanged 1252
		SP:Iteration 4Q (40207.160000 sec): 3 clusters
  Score: Raw -3008469.401578 + Penalty 3320.685891 = -3005148.715687
  nChanged 1296
		SP:Iteration 5Q (40207.480000 sec): 3 clusters
  Score: Raw -3009072.460514 + Penalty 3320.685891 = -3005751.774623
  nChanged 1335
		SP:Iteration 6Q (40207.770000 sec): 3 clusters
  Score: Raw -3009727.188247 + Penalty 3320.685891 = -3006406.502356
  nChanged 1309
		SP:Iteration 7Q (40208.100000 sec): 3 clusters
  Score: Raw -3010402.342291 + Penalty 3320.685891 = -3007081.656400
  nChanged 1372
		SP:Iteration 8F (40208.410000 sec): 3 clusters
  Score: Raw -3011123.266814 + Penalty 3320.685891 = -3007802.580923
  nChanged 1337
		SP:Iteration 9Q (40208.740000 sec): 3 clusters
  Score: Raw -3011852.333209 + Penalty 3320.685891 = -3008531.647318
  nChanged 1244
		SP:Iteration 10Q (40209.060000 sec): 3 clusters
  Score: Raw -3012548.358642 + Penalty 3320.685891 = -3009227.672751
  nChanged 1160
		SP:Iteration 11Q (40209.380000 sec): 3 clusters
  Score: Raw -3013183.870649 + Penalty 3320.685891 = -3009863.184757
  nChanged 1005
		SP:Iteration 12Q (40209.760000 sec): 3 clusters
  Score: Raw -3013708.136204 + Penalty 3320.685891 = -3010387.450313
  nChanged 876
		SP:Iteration 13Q (40210.140000 sec): 3 clusters
  Score: Raw -3014108.353170 + Penalty 3320.685891 = -3010787.667279
  nChanged 720
		SP:Iteration 14Q (40210.420000 sec): 3 clusters
  Score: Raw -3014414.741156 + Penalty 3320.685891 = -3011094.055264
  nChanged 590
		SP:Iteration 15Q (40210.800000 sec): 3 clusters
  Score: Raw -3014641.378491 + Penalty 3320.685891 = -3011320.692600
  nChanged 516
		SP:Iteration 16Q (40211.110000 sec): 3 clusters
  Score: Raw -3014822.618479 + Penalty 3320.685891 = -3011501.932587
  nChanged 413
		SP:Iteration 17Q (40211.500000 sec): 3 clusters
  Score: Raw -3014945.446949 + Penalty 3320.685891 = -3011624.761058
  nChanged 353
		SP:Iteration 18Q (40211.790000 sec): 3 clusters
  Score: Raw -3015041.795036 + Penalty 3320.685891 = -3011721.109145
  nChanged 323
		SP:Iteration 19Q (40212.120000 sec): 3 clusters
  Score: Raw -3015133.706424 + Penalty 3320.685891 = -3011813.020533
  nChanged 304
		SP:Iteration 20F (40212.440000 sec): 3 clusters
  Score: Raw -3015214.026418 + Penalty 3320.685891 = -3011893.340527
  nChanged 280
		SP:Iteration 21Q (40212.770000 sec): 3 clusters
  Score: Raw -3015281.369173 + Penalty 3320.685891 = -3011960.683282
  nChanged 257
		SP:Iteration 22Q (40213.120000 sec): 3 clusters
  Score: Raw -3015343.522450 + Penalty 3320.685891 = -3012022.836559
  nChanged 237
		SP:Iteration 23Q (40213.460000 sec): 3 clusters
  Score: Raw -3015402.985575 + Penalty 3320.685891 = -3012082.299684
  nChanged 252
		SP:Iteration 24Q (40213.800000 sec): 3 clusters
  Score: Raw -3015463.617903 + Penalty 3320.685891 = -3012142.932011
  nChanged 222
		SP:Iteration 25Q (40214.170000 sec): 3 clusters
  Score: Raw -3015518.844555 + Penalty 3320.685891 = -3012198.158664
  nChanged 225
		SP:Iteration 26Q (40214.480000 sec): 3 clusters
  Score: Raw -3015573.856189 + Penalty 3320.685891 = -3012253.170298
  nChanged 222
		SP:Iteration 27Q (40214.770000 sec): 3 clusters
  Score: Raw -3015628.793028 + Penalty 3320.685891 = -3012308.107137
  nChanged 212
		SP:Iteration 28Q (40215.100000 sec): 3 clusters
  Score: Raw -3015679.043844 + Penalty 3320.685891 = -3012358.357953
  nChanged 196
		SP:Iteration 29Q (40215.440000 sec): 3 clusters
  Score: Raw -3015720.646123 + Penalty 3320.685891 = -3012399.960232
  nChanged 165
		SP:Iteration 30Q (40215.790000 sec): 3 clusters
  Score: Raw -3015752.671184 + Penalty 3320.685891 = -3012431.985293
  nChanged 175
		SP:Iteration 31Q (40216.100000 sec): 3 clusters
  Score: Raw -3015791.761773 + Penalty 3320.685891 = -3012471.075881
  nChanged 196
		SP:Iteration 32Q (40216.420000 sec): 3 clusters
  Score: Raw -3015833.979622 + Penalty 3320.685891 = -3012513.293731
  nChanged 165
		SP:Iteration 33Q (40216.730000 sec): 3 clusters
  Score: Raw -3015863.170994 + Penalty 3320.685891 = -3012542.485102
  nChanged 148
		SP:Iteration 34Q (40217.020000 sec): 3 clusters
  Score: Raw -3015884.173776 + Penalty 3320.685891 = -3012563.487885
  nChanged 121
		SP:Iteration 35Q (40217.380000 sec): 3 clusters
  Score: Raw -3015899.454456 + Penalty 3320.685891 = -3012578.768564
  nChanged 94
		SP:Iteration 36Q (40217.670000 sec): 3 clusters
  Score: Raw -3015910.710374 + Penalty 3320.685891 = -3012590.024482
  nChanged 87
		SP:Iteration 37Q (40217.980000 sec): 3 clusters
  Score: Raw -3015920.058456 + Penalty 3320.685891 = -3012599.372564
  nChanged 79
		SP:Iteration 38Q (40218.320000 sec): 3 clusters
  Score: Raw -3015929.099560 + Penalty 3320.685891 = -3012608.413669
  nChanged 83
		SP:Iteration 39Q (40218.620000 sec): 3 clusters
  Score: Raw -3015938.816417 + Penalty 3320.685891 = -3012618.130525
  nChanged 85
		SP:Iteration 40F (40218.910000 sec): 3 clusters
  Score: Raw -3015949.071378 + Penalty 3320.685891 = -3012628.385487
  nChanged 92
		SP:Iteration 41Q (40219.270000 sec): 3 clusters
  Score: Raw -3015960.392435 + Penalty 3320.685891 = -3012639.706544
  nChanged 89
		SP:Iteration 42Q (40219.570000 sec): 3 clusters
  Score: Raw -3015970.162079 + Penalty 3320.685891 = -3012649.476188
  nChanged 76
		SP:Iteration 43Q (40219.920000 sec): 3 clusters
  Score: Raw -3015980.756875 + Penalty 3320.685891 = -3012660.070984
  nChanged 66
		SP:Iteration 44Q (40220.240000 sec): 3 clusters
  Score: Raw -3015988.080732 + Penalty 3320.685891 = -3012667.394840
  nChanged 58
		SP:Iteration 45Q (40220.530000 sec): 3 clusters
  Score: Raw -3015993.459084 + Penalty 3320.685891 = -3012672.773193
  nChanged 50
		SP:Iteration 46Q (40220.880000 sec): 3 clusters
  Score: Raw -3015997.512036 + Penalty 3320.685891 = -3012676.826144
  nChanged 51
		SP:Iteration 47Q (40221.160000 sec): 3 clusters
  Score: Raw -3016001.003822 + Penalty 3320.685891 = -3012680.317931
  nChanged 32
		SP:Iteration 48Q (40221.490000 sec): 3 clusters
  Score: Raw -3016003.182018 + Penalty 3320.685891 = -3012682.496127
  nChanged 23
		SP:Iteration 49Q (40221.800000 sec): 3 clusters
  Score: Raw -3016004.672328 + Penalty 3320.685891 = -3012683.986436
  nChanged 26
		SP:Iteration 50Q (40222.130000 sec): 3 clusters
  Score: Raw -3016006.336599 + Penalty 3320.685891 = -3012685.650708
  nChanged 28
		SP:Iteration 51Q (40222.450000 sec): 3 clusters
  Score: Raw -3016008.205212 + Penalty 3320.685891 = -3012687.519321
  nChanged 28
		SP:Iteration 52Q (40222.760000 sec): 3 clusters
  Score: Raw -3016009.935653 + Penalty 3320.685891 = -3012689.249762
  nChanged 22
		SP:Iteration 53Q (40223.100000 sec): 3 clusters
  Score: Raw -3016011.189233 + Penalty 3320.685891 = -3012690.503342
  nChanged 20
		SP:Iteration 54Q (40223.440000 sec): 3 clusters
  Score: Raw -3016011.956921 + Penalty 3320.685891 = -3012691.271030
  nChanged 11
		SP:Iteration 55Q (40223.780000 sec): 3 clusters
  Score: Raw -3016012.409681 + Penalty 3320.685891 = -3012691.723790
  nChanged 14
		SP:Iteration 56Q (40224.140000 sec): 3 clusters
  Score: Raw -3016013.027540 + Penalty 3320.685891 = -3012692.341649
  nChanged 18
		SP:Iteration 57Q (40224.460000 sec): 3 clusters
  Score: Raw -3016013.998888 + Penalty 3320.685891 = -3012693.312997
  nChanged 13
		SP:Iteration 58Q (40224.760000 sec): 3 clusters
  Score: Raw -3016014.657691 + Penalty 3320.685891 = -3012693.971800
  nChanged 10
		SP:Iteration 59Q (40225.060000 sec): 3 clusters
  Score: Raw -3016015.204722 + Penalty 3320.685891 = -3012694.518831
  nChanged 9
		SP:Iteration 60F (40225.400000 sec): 3 clusters
  Score: Raw -3016015.768997 + Penalty 3320.685891 = -3012695.083105
  nChanged 10
		SP:Iteration 61Q (40225.680000 sec): 3 clusters
  Score: Raw -3016016.147696 + Penalty 3320.685891 = -3012695.461805
  nChanged 5
		SP:Iteration 62Q (40225.980000 sec): 3 clusters
  Score: Raw -3016016.490928 + Penalty 3320.685891 = -3012695.805037
  nChanged 4
		SP:Iteration 63Q (40226.320000 sec): 3 clusters
  Score: Raw -3016016.673037 + Penalty 3320.685891 = -3012695.987145
  nChanged 5
		SP:Iteration 64Q (40226.650000 sec): 3 clusters
  Score: Raw -3016016.892709 + Penalty 3320.685891 = -3012696.206817
  nChanged 6
		SP:Iteration 65Q (40226.990000 sec): 3 clusters
  Score: Raw -3016017.098489 + Penalty 3320.685891 = -3012696.412598
  nChanged 6
		SP:Iteration 66Q (40227.320000 sec): 3 clusters
  Score: Raw -3016017.219109 + Penalty 3320.685891 = -3012696.533218
  nChanged 1
		SP:Iteration 67Q (40227.650000 sec): 3 clusters
  Score: Raw -3016017.243616 + Penalty 3320.685891 = -3012696.557725
  nChanged 0
		SP:Iteration 68F (40227.960000 sec): 3 clusters
  Score: Raw -3016017.243616 + Penalty 3320.685891 = -3012696.557725
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40228.050000 sec): 2 clusters
  Score: Raw -511460.303885 + Penalty 1379.629473 = -510080.674413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40228.260000 sec): 3 clusters
  Score: Raw -508906.584385 + Penalty 2759.258945 = -506147.325440
  nChanged 1967
		SP:Iteration 1F (40228.480000 sec): 3 clusters
  Score: Raw -510023.612790 + Penalty 2759.258945 = -507264.353845
  nChanged 385
		SP:Iteration 2F (40228.660000 sec): 3 clusters
  Score: Raw -510255.559371 + Penalty 2759.258945 = -507496.300426
  nChanged 303
		SP:Iteration 3F (40228.850000 sec): 3 clusters
  Score: Raw -510448.573141 + Penalty 2759.258945 = -507689.314196
  nChanged 253
		SP:Iteration 4F (40229.020000 sec): 3 clusters
  Score: Raw -510606.925599 + Penalty 2759.258945 = -507847.666654
  nChanged 210
		SP:Iteration 5Q (40229.230000 sec): 3 clusters
  Score: Raw -510752.182432 + Penalty 2759.258945 = -507992.923487
  nChanged 218
		SP:Iteration 6Q (40229.380000 sec): 3 clusters
  Score: Raw -510901.711416 + Penalty 2759.258945 = -508142.452471
  nChanged 176
		SP:Iteration 7Q (40229.580000 sec): 3 clusters
  Score: Raw -511041.987068 + Penalty 2759.258945 = -508282.728123
  nChanged 143
		SP:Iteration 8Q (40229.780000 sec): 3 clusters
  Score: Raw -511143.081570 + Penalty 2759.258945 = -508383.822625
  nChanged 146
		SP:Iteration 9Q (40229.970000 sec): 3 clusters
  Score: Raw -511263.255073 + Penalty 2759.258945 = -508503.996128
  nChanged 119
		SP:Iteration 10Q (40230.120000 sec): 3 clusters
  Score: Raw -511365.884739 + Penalty 2759.258945 = -508606.625794
  nChanged 106
		SP:Iteration 11Q (40230.330000 sec): 3 clusters
  Score: Raw -511463.179400 + Penalty 2759.258945 = -508703.920455
  nChanged 78
		SP:Iteration 12Q (40230.510000 sec): 3 clusters
  Score: Raw -511530.574723 + Penalty 2759.258945 = -508771.315778
  nChanged 52
		SP:Iteration 13Q (40230.700000 sec): 3 clusters
  Score: Raw -511577.235175 + Penalty 2759.258945 = -508817.976230
  nChanged 43
		SP:Iteration 14Q (40230.860000 sec): 3 clusters
  Score: Raw -511620.558842 + Penalty 2759.258945 = -508861.299897
  nChanged 30
		SP:Iteration 15Q (40231.080000 sec): 3 clusters
  Score: Raw -511644.282716 + Penalty 2759.258945 = -508885.023771
  nChanged 27
		SP:Iteration 16Q (40231.280000 sec): 3 clusters
  Score: Raw -511664.689016 + Penalty 2759.258945 = -508905.430071
  nChanged 20
		SP:Iteration 17Q (40231.430000 sec): 3 clusters
  Score: Raw -511678.807502 + Penalty 2759.258945 = -508919.548557
  nChanged 13
		SP:Iteration 18Q (40231.610000 sec): 3 clusters
  Score: Raw -511691.859324 + Penalty 2759.258945 = -508932.600379
  nChanged 14
		SP:Iteration 19Q (40231.770000 sec): 3 clusters
  Score: Raw -511705.162173 + Penalty 2759.258945 = -508945.903228
  nChanged 12
		SP:Iteration 20F (40231.970000 sec): 3 clusters
  Score: Raw -511718.210461 + Penalty 2759.258945 = -508958.951516
  nChanged 10
		SP:Iteration 21Q (40232.140000 sec): 3 clusters
  Score: Raw -511725.576974 + Penalty 2759.258945 = -508966.318029
  nChanged 6
		SP:Iteration 22Q (40232.310000 sec): 3 clusters
  Score: Raw -511729.160771 + Penalty 2759.258945 = -508969.901826
  nChanged 2
		SP:Iteration 23Q (40232.470000 sec): 3 clusters
  Score: Raw -511729.810724 + Penalty 2759.258945 = -508970.551779
  nChanged 3
		SP:Iteration 24Q (40232.690000 sec): 3 clusters
  Score: Raw -511732.171651 + Penalty 2759.258945 = -508972.912706
  nChanged 2
		SP:Iteration 25Q (40232.900000 sec): 3 clusters
  Score: Raw -511733.068191 + Penalty 2759.258945 = -508973.809246
  nChanged 2
		SP:Iteration 26Q (40233.070000 sec): 3 clusters
  Score: Raw -511734.208942 + Penalty 2759.258945 = -508974.949997
  nChanged 0
		SP:Iteration 27F (40233.250000 sec): 3 clusters
  Score: Raw -511734.208942 + Penalty 2759.258945 = -508974.949997
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40233.360000 sec): 2 clusters
  Score: Raw -580723.192347 + Penalty 1390.417259 = -579332.775087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40233.550000 sec): 3 clusters
  Score: Raw -578009.466064 + Penalty 2780.834519 = -575228.631545
  nChanged 2101
		SP:Iteration 1F (40233.780000 sec): 3 clusters
  Score: Raw -579208.881578 + Penalty 2780.834519 = -576428.047059
  nChanged 392
		SP:Iteration 2F (40233.950000 sec): 3 clusters
  Score: Raw -579428.441770 + Penalty 2780.834519 = -576647.607251
  nChanged 307
		SP:Iteration 3F (40234.140000 sec): 3 clusters
  Score: Raw -579598.032366 + Penalty 2780.834519 = -576817.197847
  nChanged 242
		SP:Iteration 4Q (40234.350000 sec): 3 clusters
  Score: Raw -579735.035992 + Penalty 2780.834519 = -576954.201473
  nChanged 197
		SP:Iteration 5Q (40234.590000 sec): 3 clusters
  Score: Raw -579833.554676 + Penalty 2780.834519 = -577052.720157
  nChanged 169
		SP:Iteration 6Q (40234.790000 sec): 3 clusters
  Score: Raw -579923.999923 + Penalty 2780.834519 = -577143.165404
  nChanged 147
		SP:Iteration 7Q (40234.970000 sec): 3 clusters
  Score: Raw -579994.027943 + Penalty 2780.834519 = -577213.193424
  nChanged 129
		SP:Iteration 8Q (40235.150000 sec): 3 clusters
  Score: Raw -580041.229344 + Penalty 2780.834519 = -577260.394825
  nChanged 97
		SP:Iteration 9Q (40235.330000 sec): 3 clusters
  Score: Raw -580069.491886 + Penalty 2780.834519 = -577288.657367
  nChanged 76
		SP:Iteration 10Q (40235.520000 sec): 3 clusters
  Score: Raw -580095.999808 + Penalty 2780.834519 = -577315.165289
  nChanged 70
		SP:Iteration 11Q (40235.710000 sec): 3 clusters
  Score: Raw -580123.207237 + Penalty 2780.834519 = -577342.372718
  nChanged 70
		SP:Iteration 12Q (40235.910000 sec): 3 clusters
  Score: Raw -580147.082586 + Penalty 2780.834519 = -577366.248067
  nChanged 69
		SP:Iteration 13Q (40236.090000 sec): 3 clusters
  Score: Raw -580172.613594 + Penalty 2780.834519 = -577391.779075
  nChanged 82
		SP:Iteration 14Q (40236.330000 sec): 3 clusters
  Score: Raw -580202.461632 + Penalty 2780.834519 = -577421.627113
  nChanged 77
		SP:Iteration 15Q (40236.470000 sec): 3 clusters
  Score: Raw -580230.024350 + Penalty 2780.834519 = -577449.189831
  nChanged 78
		SP:Iteration 16Q (40236.690000 sec): 3 clusters
  Score: Raw -580257.184615 + Penalty 2780.834519 = -577476.350096
  nChanged 71
		SP:Iteration 17Q (40236.840000 sec): 3 clusters
  Score: Raw -580280.159600 + Penalty 2780.834519 = -577499.325081
  nChanged 53
		SP:Iteration 18Q (40236.990000 sec): 3 clusters
  Score: Raw -580297.920115 + Penalty 2780.834519 = -577517.085596
  nChanged 54
		SP:Iteration 19Q (40237.170000 sec): 3 clusters
  Score: Raw -580314.712579 + Penalty 2780.834519 = -577533.878060
  nChanged 46
		SP:Iteration 20F (40237.360000 sec): 3 clusters
  Score: Raw -580331.121380 + Penalty 2780.834519 = -577550.286861
  nChanged 50
		SP:Iteration 21Q (40237.510000 sec): 3 clusters
  Score: Raw -580348.775386 + Penalty 2780.834519 = -577567.940867
  nChanged 46
		SP:Iteration 22Q (40237.670000 sec): 3 clusters
  Score: Raw -580364.092997 + Penalty 2780.834519 = -577583.258478
  nChanged 47
		SP:Iteration 23Q (40237.840000 sec): 3 clusters
  Score: Raw -580379.047643 + Penalty 2780.834519 = -577598.213124
  nChanged 40
		SP:Iteration 24Q (40238.030000 sec): 3 clusters
  Score: Raw -580393.416983 + Penalty 2780.834519 = -577612.582464
  nChanged 43
		SP:Iteration 25Q (40238.260000 sec): 3 clusters
  Score: Raw -580407.621220 + Penalty 2780.834519 = -577626.786701
  nChanged 38
		SP:Iteration 26Q (40238.450000 sec): 3 clusters
  Score: Raw -580421.276820 + Penalty 2780.834519 = -577640.442301
  nChanged 47
		SP:Iteration 27Q (40238.610000 sec): 3 clusters
  Score: Raw -580436.657192 + Penalty 2780.834519 = -577655.822673
  nChanged 37
		SP:Iteration 28Q (40238.760000 sec): 3 clusters
  Score: Raw -580448.829162 + Penalty 2780.834519 = -577667.994643
  nChanged 42
		SP:Iteration 29Q (40238.950000 sec): 3 clusters
  Score: Raw -580462.385652 + Penalty 2780.834519 = -577681.551133
  nChanged 51
		SP:Iteration 30Q (40239.180000 sec): 3 clusters
  Score: Raw -580482.533860 + Penalty 2780.834519 = -577701.699341
  nChanged 38
		SP:Iteration 31Q (40239.360000 sec): 3 clusters
  Score: Raw -580495.092936 + Penalty 2780.834519 = -577714.258417
  nChanged 29
		SP:Iteration 32Q (40239.570000 sec): 3 clusters
  Score: Raw -580504.297917 + Penalty 2780.834519 = -577723.463398
  nChanged 25
		SP:Iteration 33Q (40239.770000 sec): 3 clusters
  Score: Raw -580512.625174 + Penalty 2780.834519 = -577731.790655
  nChanged 27
		SP:Iteration 34Q (40239.970000 sec): 3 clusters
  Score: Raw -580524.753051 + Penalty 2780.834519 = -577743.918532
  nChanged 30
		SP:Iteration 35Q (40240.180000 sec): 3 clusters
  Score: Raw -580534.734363 + Penalty 2780.834519 = -577753.899844
  nChanged 23
		SP:Iteration 36Q (40240.380000 sec): 3 clusters
  Score: Raw -580542.632603 + Penalty 2780.834519 = -577761.798084
  nChanged 21
		SP:Iteration 37Q (40240.560000 sec): 3 clusters
  Score: Raw -580551.295153 + Penalty 2780.834519 = -577770.460634
  nChanged 25
		SP:Iteration 38Q (40240.790000 sec): 3 clusters
  Score: Raw -580560.631769 + Penalty 2780.834519 = -577779.797250
  nChanged 23
		SP:Iteration 39Q (40240.980000 sec): 3 clusters
  Score: Raw -580570.839028 + Penalty 2780.834519 = -577790.004509
  nChanged 18
		SP:Iteration 40F (40241.160000 sec): 3 clusters
  Score: Raw -580575.424720 + Penalty 2780.834519 = -577794.590201
  nChanged 11
		SP:Iteration 41Q (40241.340000 sec): 3 clusters
  Score: Raw -580580.350447 + Penalty 2780.834519 = -577799.515928
  nChanged 19
		SP:Iteration 42Q (40241.530000 sec): 3 clusters
  Score: Raw -580588.087137 + Penalty 2780.834519 = -577807.252618
  nChanged 28
		SP:Iteration 43Q (40241.720000 sec): 3 clusters
  Score: Raw -580597.584047 + Penalty 2780.834519 = -577816.749528
  nChanged 25
		SP:Iteration 44Q (40241.930000 sec): 3 clusters
  Score: Raw -580605.970752 + Penalty 2780.834519 = -577825.136233
  nChanged 21
		SP:Iteration 45Q (40242.080000 sec): 3 clusters
  Score: Raw -580613.766513 + Penalty 2780.834519 = -577832.931994
  nChanged 17
		SP:Iteration 46Q (40242.280000 sec): 3 clusters
  Score: Raw -580618.993935 + Penalty 2780.834519 = -577838.159416
  nChanged 12
		SP:Iteration 47Q (40242.440000 sec): 3 clusters
  Score: Raw -580622.347287 + Penalty 2780.834519 = -577841.512768
  nChanged 11
		SP:Iteration 48Q (40242.620000 sec): 3 clusters
  Score: Raw -580624.987523 + Penalty 2780.834519 = -577844.153004
  nChanged 10
		SP:Iteration 49Q (40242.810000 sec): 3 clusters
  Score: Raw -580628.828874 + Penalty 2780.834519 = -577847.994355
  nChanged 17
		SP:Iteration 50Q (40242.990000 sec): 3 clusters
  Score: Raw -580635.670736 + Penalty 2780.834519 = -577854.836217
  nChanged 21
		SP:Iteration 51Q (40243.180000 sec): 3 clusters
  Score: Raw -580641.081276 + Penalty 2780.834519 = -577860.246757
  nChanged 12
		SP:Iteration 52Q (40243.370000 sec): 3 clusters
  Score: Raw -580643.896806 + Penalty 2780.834519 = -577863.062287
  nChanged 12
		SP:Iteration 53Q (40243.590000 sec): 3 clusters
  Score: Raw -580647.033893 + Penalty 2780.834519 = -577866.199374
  nChanged 11
		SP:Iteration 54Q (40243.750000 sec): 3 clusters
  Score: Raw -580650.525791 + Penalty 2780.834519 = -577869.691272
  nChanged 15
		SP:Iteration 55Q (40243.920000 sec): 3 clusters
  Score: Raw -580657.024632 + Penalty 2780.834519 = -577876.190113
  nChanged 20
		SP:Iteration 56Q (40244.130000 sec): 3 clusters
  Score: Raw -580664.627876 + Penalty 2780.834519 = -577883.793357
  nChanged 15
		SP:Iteration 57Q (40244.350000 sec): 3 clusters
  Score: Raw -580670.283918 + Penalty 2780.834519 = -577889.449399
  nChanged 12
		SP:Iteration 58Q (40244.500000 sec): 3 clusters
  Score: Raw -580673.316802 + Penalty 2780.834519 = -577892.482283
  nChanged 10
		SP:Iteration 59Q (40244.720000 sec): 3 clusters
  Score: Raw -580676.119160 + Penalty 2780.834519 = -577895.284641
  nChanged 9
		SP:Iteration 60F (40244.910000 sec): 3 clusters
  Score: Raw -580679.215159 + Penalty 2780.834519 = -577898.380640
  nChanged 12
		SP:Iteration 61Q (40245.090000 sec): 3 clusters
  Score: Raw -580682.070907 + Penalty 2780.834519 = -577901.236388
  nChanged 15
		SP:Iteration 62Q (40245.240000 sec): 3 clusters
  Score: Raw -580686.717516 + Penalty 2780.834519 = -577905.882997
  nChanged 10
		SP:Iteration 63Q (40245.430000 sec): 3 clusters
  Score: Raw -580689.412866 + Penalty 2780.834519 = -577908.578347
  nChanged 7
		SP:Iteration 64Q (40245.660000 sec): 3 clusters
  Score: Raw -580691.689135 + Penalty 2780.834519 = -577910.854616
  nChanged 5
		SP:Iteration 65Q (40245.810000 sec): 3 clusters
  Score: Raw -580693.454551 + Penalty 2780.834519 = -577912.620032
  nChanged 6
		SP:Iteration 66Q (40246.020000 sec): 3 clusters
  Score: Raw -580694.624541 + Penalty 2780.834519 = -577913.790022
  nChanged 6
		SP:Iteration 67Q (40246.210000 sec): 3 clusters
  Score: Raw -580695.671898 + Penalty 2780.834519 = -577914.837379
  nChanged 5
		SP:Iteration 68Q (40246.390000 sec): 3 clusters
  Score: Raw -580697.412092 + Penalty 2780.834519 = -577916.577573
  nChanged 8
		SP:Iteration 69Q (40246.570000 sec): 3 clusters
  Score: Raw -580699.626743 + Penalty 2780.834519 = -577918.792224
  nChanged 10
		SP:Iteration 70Q (40246.790000 sec): 3 clusters
  Score: Raw -580701.964868 + Penalty 2780.834519 = -577921.130349
  nChanged 8
		SP:Iteration 71Q (40246.990000 sec): 3 clusters
  Score: Raw -580704.197893 + Penalty 2780.834519 = -577923.363374
  nChanged 6
		SP:Iteration 72Q (40247.190000 sec): 3 clusters
  Score: Raw -580705.169335 + Penalty 2780.834519 = -577924.334816
  nChanged 6
		SP:Iteration 73Q (40247.400000 sec): 3 clusters
  Score: Raw -580706.992743 + Penalty 2780.834519 = -577926.158224
  nChanged 5
		SP:Iteration 74Q (40247.550000 sec): 3 clusters
  Score: Raw -580708.123009 + Penalty 2780.834519 = -577927.288490
  nChanged 4
		SP:Iteration 75Q (40247.730000 sec): 3 clusters
  Score: Raw -580709.117086 + Penalty 2780.834519 = -577928.282567
  nChanged 5
		SP:Iteration 76Q (40247.970000 sec): 3 clusters
  Score: Raw -580710.923818 + Penalty 2780.834519 = -577930.089299
  nChanged 7
		SP:Iteration 77Q (40248.110000 sec): 3 clusters
  Score: Raw -580712.223828 + Penalty 2780.834519 = -577931.389309
  nChanged 7
		SP:Iteration 78Q (40248.290000 sec): 3 clusters
  Score: Raw -580714.674315 + Penalty 2780.834519 = -577933.839796
  nChanged 9
		SP:Iteration 79Q (40248.500000 sec): 3 clusters
  Score: Raw -580717.920945 + Penalty 2780.834519 = -577937.086426
  nChanged 7
		SP:Iteration 80F (40248.630000 sec): 3 clusters
  Score: Raw -580719.957758 + Penalty 2780.834519 = -577939.123239
  nChanged 5
		SP:Iteration 81Q (40248.820000 sec): 3 clusters
  Score: Raw -580721.917736 + Penalty 2780.834519 = -577941.083217
  nChanged 6
		SP:Iteration 82Q (40248.970000 sec): 3 clusters
  Score: Raw -580723.504639 + Penalty 2780.834519 = -577942.670120
  nChanged 6
		SP:Iteration 83Q (40249.180000 sec): 3 clusters
  Score: Raw -580724.542619 + Penalty 2780.834519 = -577943.708100
  nChanged 6
		SP:Iteration 84Q (40249.290000 sec): 3 clusters
  Score: Raw -580725.859124 + Penalty 2780.834519 = -577945.024605
  nChanged 6
		SP:Iteration 85Q (40249.480000 sec): 3 clusters
  Score: Raw -580727.073573 + Penalty 2780.834519 = -577946.239054
  nChanged 6
		SP:Iteration 86Q (40249.650000 sec): 3 clusters
  Score: Raw -580728.668257 + Penalty 2780.834519 = -577947.833738
  nChanged 5
		SP:Iteration 87Q (40249.830000 sec): 3 clusters
  Score: Raw -580730.116817 + Penalty 2780.834519 = -577949.282298
  nChanged 2
		SP:Iteration 88Q (40250.080000 sec): 3 clusters
  Score: Raw -580730.619714 + Penalty 2780.834519 = -577949.785195
  nChanged 3
		SP:Iteration 89Q (40250.240000 sec): 3 clusters
  Score: Raw -580731.184269 + Penalty 2780.834519 = -577950.349750
  nChanged 3
		SP:Iteration 90Q (40250.420000 sec): 3 clusters
  Score: Raw -580731.920058 + Penalty 2780.834519 = -577951.085539
  nChanged 5
		SP:Iteration 91Q (40250.630000 sec): 3 clusters
  Score: Raw -580732.896242 + Penalty 2780.834519 = -577952.061723
  nChanged 3
		SP:Iteration 92Q (40250.810000 sec): 3 clusters
  Score: Raw -580733.497727 + Penalty 2780.834519 = -577952.663208
  nChanged 3
		SP:Iteration 93Q (40251.010000 sec): 3 clusters
  Score: Raw -580734.013491 + Penalty 2780.834519 = -577953.178972
  nChanged 3
		SP:Iteration 94Q (40251.230000 sec): 3 clusters
  Score: Raw -580734.712362 + Penalty 2780.834519 = -577953.877843
  nChanged 3
		SP:Iteration 95Q (40251.420000 sec): 3 clusters
  Score: Raw -580735.150135 + Penalty 2780.834519 = -577954.315616
  nChanged 4
		SP:Iteration 96Q (40251.620000 sec): 3 clusters
  Score: Raw -580735.533442 + Penalty 2780.834519 = -577954.698923
  nChanged 1
		SP:Iteration 97Q (40251.780000 sec): 3 clusters
  Score: Raw -580735.681157 + Penalty 2780.834519 = -577954.846638
  nChanged 0
		SP:Iteration 98F (40251.980000 sec): 3 clusters
  Score: Raw -580735.681157 + Penalty 2780.834519 = -577954.846638
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40252.120000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40252.310000 sec): 3 clusters
  Score: Raw -363064.932926 + Penalty 2652.075560 = -360412.857366
  nChanged 1347
		SP:Iteration 1F (40252.470000 sec): 3 clusters
  Score: Raw -364276.024560 + Penalty 2652.075560 = -361623.949000
  nChanged 434
		SP:Iteration 2F (40252.670000 sec): 3 clusters
  Score: Raw -364875.414358 + Penalty 2652.075560 = -362223.338798
  nChanged 320
		SP:Iteration 3F (40252.840000 sec): 3 clusters
  Score: Raw -365220.731230 + Penalty 2652.075560 = -362568.655670
  nChanged 208
		SP:Iteration 4F (40253.030000 sec): 3 clusters
  Score: Raw -365399.654426 + Penalty 2652.075560 = -362747.578866
  nChanged 130
		SP:Iteration 5Q (40253.240000 sec): 3 clusters
  Score: Raw -365484.148050 + Penalty 2652.075560 = -362832.072490
  nChanged 85
		SP:Iteration 6Q (40253.390000 sec): 3 clusters
  Score: Raw -365523.790728 + Penalty 2652.075560 = -362871.715168
  nChanged 54
		SP:Iteration 7Q (40253.550000 sec): 3 clusters
  Score: Raw -365549.769641 + Penalty 2652.075560 = -362897.694081
  nChanged 47
		SP:Iteration 8Q (40253.710000 sec): 3 clusters
  Score: Raw -365572.095274 + Penalty 2652.075560 = -362920.019714
  nChanged 36
		SP:Iteration 9Q (40253.890000 sec): 3 clusters
  Score: Raw -365586.585350 + Penalty 2652.075560 = -362934.509790
  nChanged 29
		SP:Iteration 10Q (40254.100000 sec): 3 clusters
  Score: Raw -365594.412905 + Penalty 2652.075560 = -362942.337345
  nChanged 20
		SP:Iteration 11Q (40254.240000 sec): 3 clusters
  Score: Raw -365600.666797 + Penalty 2652.075560 = -362948.591237
  nChanged 18
		SP:Iteration 12Q (40254.390000 sec): 3 clusters
  Score: Raw -365607.159842 + Penalty 2652.075560 = -362955.084282
  nChanged 16
		SP:Iteration 13Q (40254.540000 sec): 3 clusters
  Score: Raw -365612.964877 + Penalty 2652.075560 = -362960.889317
  nChanged 18
		SP:Iteration 14Q (40254.720000 sec): 3 clusters
  Score: Raw -365618.070074 + Penalty 2652.075560 = -362965.994514
  nChanged 14
		SP:Iteration 15Q (40254.860000 sec): 3 clusters
  Score: Raw -365623.159141 + Penalty 2652.075560 = -362971.083581
  nChanged 22
		SP:Iteration 16Q (40255.100000 sec): 3 clusters
  Score: Raw -365631.085710 + Penalty 2652.075560 = -362979.010150
  nChanged 21
		SP:Iteration 17Q (40255.310000 sec): 3 clusters
  Score: Raw -365640.760835 + Penalty 2652.075560 = -362988.685275
  nChanged 20
		SP:Iteration 18Q (40255.480000 sec): 3 clusters
  Score: Raw -365648.396742 + Penalty 2652.075560 = -362996.321182
  nChanged 27
		SP:Iteration 19Q (40255.660000 sec): 3 clusters
  Score: Raw -365658.280262 + Penalty 2652.075560 = -363006.204702
  nChanged 25
		SP:Iteration 20F (40255.830000 sec): 3 clusters
  Score: Raw -365666.082015 + Penalty 2652.075560 = -363014.006455
  nChanged 22
		SP:Iteration 21Q (40256.040000 sec): 3 clusters
  Score: Raw -365671.795090 + Penalty 2652.075560 = -363019.719530
  nChanged 13
		SP:Iteration 22Q (40256.180000 sec): 3 clusters
  Score: Raw -365675.173658 + Penalty 2652.075560 = -363023.098098
  nChanged 14
		SP:Iteration 23Q (40256.370000 sec): 3 clusters
  Score: Raw -365678.019090 + Penalty 2652.075560 = -363025.943530
  nChanged 5
		SP:Iteration 24Q (40256.520000 sec): 3 clusters
  Score: Raw -365678.873436 + Penalty 2652.075560 = -363026.797876
  nChanged 3
		SP:Iteration 25Q (40256.670000 sec): 3 clusters
  Score: Raw -365679.625975 + Penalty 2652.075560 = -363027.550415
  nChanged 5
		SP:Iteration 26Q (40256.780000 sec): 3 clusters
  Score: Raw -365681.740889 + Penalty 2652.075560 = -363029.665329
  nChanged 4
		SP:Iteration 27Q (40256.900000 sec): 3 clusters
  Score: Raw -365682.508765 + Penalty 2652.075560 = -363030.433205
  nChanged 7
		SP:Iteration 28Q (40257.050000 sec): 3 clusters
  Score: Raw -365684.903928 + Penalty 2652.075560 = -363032.828368
  nChanged 8
		SP:Iteration 29Q (40257.180000 sec): 3 clusters
  Score: Raw -365687.530831 + Penalty 2652.075560 = -363035.455271
  nChanged 7
		SP:Iteration 30Q (40257.350000 sec): 3 clusters
  Score: Raw -365689.151841 + Penalty 2652.075560 = -363037.076281
  nChanged 5
		SP:Iteration 31Q (40257.520000 sec): 3 clusters
  Score: Raw -365690.105793 + Penalty 2652.075560 = -363038.030233
  nChanged 4
		SP:Iteration 32Q (40257.700000 sec): 3 clusters
  Score: Raw -365691.208930 + Penalty 2652.075560 = -363039.133370
  nChanged 3
		SP:Iteration 33Q (40257.900000 sec): 3 clusters
  Score: Raw -365693.344665 + Penalty 2652.075560 = -363041.269105
  nChanged 4
		SP:Iteration 34Q (40258.050000 sec): 3 clusters
  Score: Raw -365694.241424 + Penalty 2652.075560 = -363042.165864
  nChanged 6
		SP:Iteration 35Q (40258.220000 sec): 3 clusters
  Score: Raw -365696.271790 + Penalty 2652.075560 = -363044.196230
  nChanged 8
		SP:Iteration 36Q (40258.410000 sec): 3 clusters
  Score: Raw -365698.856295 + Penalty 2652.075560 = -363046.780735
  nChanged 8
		SP:Iteration 37Q (40258.600000 sec): 3 clusters
  Score: Raw -365702.011845 + Penalty 2652.075560 = -363049.936285
  nChanged 7
		SP:Iteration 38Q (40258.740000 sec): 3 clusters
  Score: Raw -365705.264191 + Penalty 2652.075560 = -363053.188631
  nChanged 10
		SP:Iteration 39Q (40258.920000 sec): 3 clusters
  Score: Raw -365707.864940 + Penalty 2652.075560 = -363055.789380
  nChanged 6
		SP:Iteration 40F (40259.100000 sec): 3 clusters
  Score: Raw -365709.491250 + Penalty 2652.075560 = -363057.415690
  nChanged 5
		SP:Iteration 41Q (40259.280000 sec): 3 clusters
  Score: Raw -365710.960099 + Penalty 2652.075560 = -363058.884539
  nChanged 4
		SP:Iteration 42Q (40259.470000 sec): 3 clusters
  Score: Raw -365712.304126 + Penalty 2652.075560 = -363060.228566
  nChanged 7
		SP:Iteration 43Q (40259.660000 sec): 3 clusters
  Score: Raw -365714.570073 + Penalty 2652.075560 = -363062.494513
  nChanged 9
		SP:Iteration 44Q (40259.800000 sec): 3 clusters
  Score: Raw -365718.131435 + Penalty 2652.075560 = -363066.055875
  nChanged 10
		SP:Iteration 45Q (40260.000000 sec): 3 clusters
  Score: Raw -365721.641824 + Penalty 2652.075560 = -363069.566264
  nChanged 7
		SP:Iteration 46Q (40260.170000 sec): 3 clusters
  Score: Raw -365723.909541 + Penalty 2652.075560 = -363071.833981
  nChanged 8
		SP:Iteration 47Q (40260.350000 sec): 3 clusters
  Score: Raw -365725.550173 + Penalty 2652.075560 = -363073.474613
  nChanged 6
		SP:Iteration 48Q (40260.510000 sec): 3 clusters
  Score: Raw -365727.271504 + Penalty 2652.075560 = -363075.195944
  nChanged 4
		SP:Iteration 49Q (40260.690000 sec): 3 clusters
  Score: Raw -365728.473213 + Penalty 2652.075560 = -363076.397653
  nChanged 4
		SP:Iteration 50Q (40260.920000 sec): 3 clusters
  Score: Raw -365729.208600 + Penalty 2652.075560 = -363077.133040
  nChanged 1
		SP:Iteration 51Q (40261.080000 sec): 3 clusters
  Score: Raw -365729.380153 + Penalty 2652.075560 = -363077.304593
  nChanged 1
		SP:Iteration 52Q (40261.220000 sec): 3 clusters
  Score: Raw -365729.727413 + Penalty 2652.075560 = -363077.651853
  nChanged 0
		SP:Iteration 53F (40261.400000 sec): 3 clusters
  Score: Raw -365729.727413 + Penalty 2652.075560 = -363077.651853
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40261.580000 sec): 2 clusters
  Score: Raw -1115323.719198 + Penalty 1495.129181 = -1113828.590017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40261.780000 sec): 3 clusters
  Score: Raw -1109788.711781 + Penalty 2990.258362 = -1106798.453420
  nChanged 4227
		SP:Iteration 1F (40262.000000 sec): 3 clusters
  Score: Raw -1111970.668380 + Penalty 2990.258362 = -1108980.410019
  nChanged 540
		SP:Iteration 2F (40262.200000 sec): 3 clusters
  Score: Raw -1112164.651533 + Penalty 2990.258362 = -1109174.393172
  nChanged 406
		SP:Iteration 3Q (40262.400000 sec): 3 clusters
  Score: Raw -1112287.641572 + Penalty 2990.258362 = -1109297.383210
  nChanged 322
		SP:Iteration 4Q (40262.620000 sec): 3 clusters
  Score: Raw -1112376.520248 + Penalty 2990.258362 = -1109386.261886
  nChanged 255
		SP:Iteration 5Q (40262.820000 sec): 3 clusters
  Score: Raw -1112441.569659 + Penalty 2990.258362 = -1109451.311297
  nChanged 224
		SP:Iteration 6Q (40263.050000 sec): 3 clusters
  Score: Raw -1112503.412443 + Penalty 2990.258362 = -1109513.154081
  nChanged 222
		SP:Iteration 7Q (40263.280000 sec): 3 clusters
  Score: Raw -1112569.793014 + Penalty 2990.258362 = -1109579.534652
  nChanged 242
		SP:Iteration 8Q (40263.540000 sec): 3 clusters
  Score: Raw -1112636.575933 + Penalty 2990.258362 = -1109646.317571
  nChanged 226
		SP:Iteration 9Q (40263.760000 sec): 3 clusters
  Score: Raw -1112706.523883 + Penalty 2990.258362 = -1109716.265521
  nChanged 242
		SP:Iteration 10Q (40263.950000 sec): 3 clusters
  Score: Raw -1112785.258340 + Penalty 2990.258362 = -1109794.999978
  nChanged 265
		SP:Iteration 11Q (40264.200000 sec): 3 clusters
  Score: Raw -1112881.766160 + Penalty 2990.258362 = -1109891.507799
  nChanged 289
		SP:Iteration 12Q (40264.440000 sec): 3 clusters
  Score: Raw -1112989.191833 + Penalty 2990.258362 = -1109998.933472
  nChanged 297
		SP:Iteration 13Q (40264.610000 sec): 3 clusters
  Score: Raw -1113103.033949 + Penalty 2990.258362 = -1110112.775587
  nChanged 324
		SP:Iteration 14Q (40264.840000 sec): 3 clusters
  Score: Raw -1113243.397034 + Penalty 2990.258362 = -1110253.138672
  nChanged 341
		SP:Iteration 15Q (40265.020000 sec): 3 clusters
  Score: Raw -1113415.019727 + Penalty 2990.258362 = -1110424.761365
  nChanged 370
		SP:Iteration 16Q (40265.220000 sec): 3 clusters
  Score: Raw -1113630.079241 + Penalty 2990.258362 = -1110639.820879
  nChanged 417
		SP:Iteration 17Q (40265.400000 sec): 3 clusters
  Score: Raw -1113882.966499 + Penalty 2990.258362 = -1110892.708138
  nChanged 419
		SP:Iteration 18Q (40265.640000 sec): 3 clusters
  Score: Raw -1114163.462888 + Penalty 2990.258362 = -1111173.204526
  nChanged 404
		SP:Iteration 19Q (40265.810000 sec): 3 clusters
  Score: Raw -1114482.253476 + Penalty 2990.258362 = -1111491.995114
  nChanged 359
		SP:Iteration 20F (40266.030000 sec): 3 clusters
  Score: Raw -1114798.228114 + Penalty 2990.258362 = -1111807.969752
  nChanged 307
		SP:Iteration 21Q (40266.260000 sec): 3 clusters
  Score: Raw -1115097.312724 + Penalty 2990.258362 = -1112107.054363
  nChanged 248
		SP:Iteration 22Q (40266.480000 sec): 3 clusters
  Score: Raw -1115336.778785 + Penalty 2990.258362 = -1112346.520423
  nChanged 186
		SP:Iteration 23Q (40266.660000 sec): 3 clusters
  Score: Raw -1115481.355550 + Penalty 2990.258362 = -1112491.097188
  nChanged 121
		SP:Iteration 24Q (40266.870000 sec): 3 clusters
  Score: Raw -1115571.299195 + Penalty 2990.258362 = -1112581.040833
  nChanged 85
		SP:Iteration 25Q (40267.090000 sec): 3 clusters
  Score: Raw -1115624.039817 + Penalty 2990.258362 = -1112633.781455
  nChanged 66
		SP:Iteration 26Q (40267.280000 sec): 3 clusters
  Score: Raw -1115656.210027 + Penalty 2990.258362 = -1112665.951665
  nChanged 43
		SP:Iteration 27Q (40267.510000 sec): 3 clusters
  Score: Raw -1115674.030433 + Penalty 2990.258362 = -1112683.772071
  nChanged 29
		SP:Iteration 28Q (40267.720000 sec): 3 clusters
  Score: Raw -1115685.409132 + Penalty 2990.258362 = -1112695.150770
  nChanged 23
		SP:Iteration 29Q (40267.940000 sec): 3 clusters
  Score: Raw -1115694.290193 + Penalty 2990.258362 = -1112704.031832
  nChanged 18
		SP:Iteration 30Q (40268.130000 sec): 3 clusters
  Score: Raw -1115700.776476 + Penalty 2990.258362 = -1112710.518114
  nChanged 14
		SP:Iteration 31Q (40268.300000 sec): 3 clusters
  Score: Raw -1115705.912437 + Penalty 2990.258362 = -1112715.654075
  nChanged 17
		SP:Iteration 32Q (40268.500000 sec): 3 clusters
  Score: Raw -1115712.612756 + Penalty 2990.258362 = -1112722.354394
  nChanged 17
		SP:Iteration 33Q (40268.710000 sec): 3 clusters
  Score: Raw -1115719.824304 + Penalty 2990.258362 = -1112729.565943
  nChanged 15
		SP:Iteration 34Q (40268.920000 sec): 3 clusters
  Score: Raw -1115725.525786 + Penalty 2990.258362 = -1112735.267424
  nChanged 8
		SP:Iteration 35Q (40269.120000 sec): 3 clusters
  Score: Raw -1115729.152664 + Penalty 2990.258362 = -1112738.894302
  nChanged 13
		SP:Iteration 36Q (40269.350000 sec): 3 clusters
  Score: Raw -1115733.542144 + Penalty 2990.258362 = -1112743.283783
  nChanged 6
		SP:Iteration 37Q (40269.520000 sec): 3 clusters
  Score: Raw -1115735.432509 + Penalty 2990.258362 = -1112745.174147
  nChanged 5
		SP:Iteration 38Q (40269.750000 sec): 3 clusters
  Score: Raw -1115737.170151 + Penalty 2990.258362 = -1112746.911789
  nChanged 4
		SP:Iteration 39Q (40269.960000 sec): 3 clusters
  Score: Raw -1115738.667925 + Penalty 2990.258362 = -1112748.409563
  nChanged 5
		SP:Iteration 40F (40270.170000 sec): 3 clusters
  Score: Raw -1115739.892132 + Penalty 2990.258362 = -1112749.633771
  nChanged 3
		SP:Iteration 41Q (40270.430000 sec): 3 clusters
  Score: Raw -1115740.647846 + Penalty 2990.258362 = -1112750.389484
  nChanged 4
		SP:Iteration 42Q (40270.630000 sec): 3 clusters
  Score: Raw -1115741.922625 + Penalty 2990.258362 = -1112751.664263
  nChanged 4
		SP:Iteration 43Q (40270.840000 sec): 3 clusters
  Score: Raw -1115743.044480 + Penalty 2990.258362 = -1112752.786118
  nChanged 2
		SP:Iteration 44Q (40271.020000 sec): 3 clusters
  Score: Raw -1115743.636542 + Penalty 2990.258362 = -1112753.378180
  nChanged 4
		SP:Iteration 45Q (40271.230000 sec): 3 clusters
  Score: Raw -1115744.605764 + Penalty 2990.258362 = -1112754.347402
  nChanged 4
		SP:Iteration 46Q (40271.440000 sec): 3 clusters
  Score: Raw -1115746.332397 + Penalty 2990.258362 = -1112756.074036
  nChanged 3
		SP:Iteration 47Q (40271.650000 sec): 3 clusters
  Score: Raw -1115747.428690 + Penalty 2990.258362 = -1112757.170329
  nChanged 5
		SP:Iteration 48Q (40271.830000 sec): 3 clusters
  Score: Raw -1115749.315366 + Penalty 2990.258362 = -1112759.057004
  nChanged 6
		SP:Iteration 49Q (40272.070000 sec): 3 clusters
  Score: Raw -1115751.912920 + Penalty 2990.258362 = -1112761.654559
  nChanged 5
		SP:Iteration 50Q (40272.260000 sec): 3 clusters
  Score: Raw -1115753.621865 + Penalty 2990.258362 = -1112763.363504
  nChanged 3
		SP:Iteration 51Q (40272.540000 sec): 3 clusters
  Score: Raw -1115754.241351 + Penalty 2990.258362 = -1112763.982989
  nChanged 2
		SP:Iteration 52Q (40272.720000 sec): 3 clusters
  Score: Raw -1115754.622844 + Penalty 2990.258362 = -1112764.364482
  nChanged 1
		SP:Iteration 53Q (40272.960000 sec): 3 clusters
  Score: Raw -1115755.079577 + Penalty 2990.258362 = -1112764.821215
  nChanged 2
		SP:Iteration 54Q (40273.170000 sec): 3 clusters
  Score: Raw -1115755.536631 + Penalty 2990.258362 = -1112765.278270
  nChanged 1
		SP:Iteration 55Q (40273.400000 sec): 3 clusters
  Score: Raw -1115755.961245 + Penalty 2990.258362 = -1112765.702883
  nChanged 1
		SP:Iteration 56Q (40273.600000 sec): 3 clusters
  Score: Raw -1115756.777466 + Penalty 2990.258362 = -1112766.519105
  nChanged 2
		SP:Iteration 57Q (40273.840000 sec): 3 clusters
  Score: Raw -1115757.143687 + Penalty 2990.258362 = -1112766.885325
  nChanged 3
		SP:Iteration 58Q (40274.050000 sec): 3 clusters
  Score: Raw -1115758.459907 + Penalty 2990.258362 = -1112768.201546
  nChanged 3
		SP:Iteration 59Q (40274.250000 sec): 3 clusters
  Score: Raw -1115759.251678 + Penalty 2990.258362 = -1112768.993316
  nChanged 3
		SP:Iteration 60F (40274.450000 sec): 3 clusters
  Score: Raw -1115760.847008 + Penalty 2990.258362 = -1112770.588647
  nChanged 4
		SP:Iteration 61Q (40274.630000 sec): 3 clusters
  Score: Raw -1115762.375250 + Penalty 2990.258362 = -1112772.116888
  nChanged 2
		SP:Iteration 62Q (40274.850000 sec): 3 clusters
  Score: Raw -1115764.009092 + Penalty 2990.258362 = -1112773.750731
  nChanged 4
		SP:Iteration 63Q (40275.050000 sec): 3 clusters
  Score: Raw -1115765.521047 + Penalty 2990.258362 = -1112775.262686
  nChanged 2
		SP:Iteration 64Q (40275.270000 sec): 3 clusters
  Score: Raw -1115766.189918 + Penalty 2990.258362 = -1112775.931557
  nChanged 0
		SP:Iteration 65F (40275.490000 sec): 3 clusters
  Score: Raw -1115766.189918 + Penalty 2990.258362 = -1112775.931557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40275.630000 sec): 2 clusters
  Score: Raw -1194567.540238 + Penalty 1518.086398 = -1193049.453839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40275.860000 sec): 3 clusters
  Score: Raw -1187948.390699 + Penalty 3036.172796 = -1184912.217902
  nChanged 4953
		SP:Iteration 1F (40276.050000 sec): 3 clusters
  Score: Raw -1190644.241214 + Penalty 3036.172796 = -1187608.068418
  nChanged 779
		SP:Iteration 2F (40276.250000 sec): 3 clusters
  Score: Raw -1191004.195417 + Penalty 3036.172796 = -1187968.022621
  nChanged 682
		SP:Iteration 3F (40276.490000 sec): 3 clusters
  Score: Raw -1191291.502257 + Penalty 3036.172796 = -1188255.329461
  nChanged 537
		SP:Iteration 4Q (40276.720000 sec): 3 clusters
  Score: Raw -1191504.188129 + Penalty 3036.172796 = -1188468.015333
  nChanged 475
		SP:Iteration 5Q (40276.990000 sec): 3 clusters
  Score: Raw -1191711.550192 + Penalty 3036.172796 = -1188675.377396
  nChanged 432
		SP:Iteration 6Q (40277.170000 sec): 3 clusters
  Score: Raw -1191931.171774 + Penalty 3036.172796 = -1188894.998978
  nChanged 478
		SP:Iteration 7Q (40277.430000 sec): 3 clusters
  Score: Raw -1192208.977198 + Penalty 3036.172796 = -1189172.804402
  nChanged 480
		SP:Iteration 8Q (40277.690000 sec): 3 clusters
  Score: Raw -1192504.532561 + Penalty 3036.172796 = -1189468.359765
  nChanged 506
		SP:Iteration 9Q (40277.900000 sec): 3 clusters
  Score: Raw -1192864.668218 + Penalty 3036.172796 = -1189828.495421
  nChanged 523
		SP:Iteration 10Q (40278.070000 sec): 3 clusters
  Score: Raw -1193268.787514 + Penalty 3036.172796 = -1190232.614717
  nChanged 444
		SP:Iteration 11Q (40278.280000 sec): 3 clusters
  Score: Raw -1193660.728501 + Penalty 3036.172796 = -1190624.555705
  nChanged 385
		SP:Iteration 12Q (40278.470000 sec): 3 clusters
  Score: Raw -1193984.269986 + Penalty 3036.172796 = -1190948.097190
  nChanged 315
		SP:Iteration 13Q (40278.680000 sec): 3 clusters
  Score: Raw -1194246.707855 + Penalty 3036.172796 = -1191210.535058
  nChanged 254
		SP:Iteration 14Q (40278.930000 sec): 3 clusters
  Score: Raw -1194429.604545 + Penalty 3036.172796 = -1191393.431749
  nChanged 199
		SP:Iteration 15Q (40279.150000 sec): 3 clusters
  Score: Raw -1194582.668876 + Penalty 3036.172796 = -1191546.496080
  nChanged 145
		SP:Iteration 16Q (40279.380000 sec): 3 clusters
  Score: Raw -1194683.765383 + Penalty 3036.172796 = -1191647.592587
  nChanged 115
		SP:Iteration 17Q (40279.620000 sec): 3 clusters
  Score: Raw -1194752.393387 + Penalty 3036.172796 = -1191716.220591
  nChanged 80
		SP:Iteration 18Q (40279.730000 sec): 3 clusters
  Score: Raw -1194798.815061 + Penalty 3036.172796 = -1191762.642264
  nChanged 55
		SP:Iteration 19Q (40279.920000 sec): 3 clusters
  Score: Raw -1194829.126304 + Penalty 3036.172796 = -1191792.953508
  nChanged 41
		SP:Iteration 20F (40280.090000 sec): 3 clusters
  Score: Raw -1194850.553418 + Penalty 3036.172796 = -1191814.380622
  nChanged 36
		SP:Iteration 21Q (40280.330000 sec): 3 clusters
  Score: Raw -1194867.302479 + Penalty 3036.172796 = -1191831.129683
  nChanged 28
		SP:Iteration 22Q (40280.570000 sec): 3 clusters
  Score: Raw -1194878.010294 + Penalty 3036.172796 = -1191841.837498
  nChanged 29
		SP:Iteration 23Q (40280.740000 sec): 3 clusters
  Score: Raw -1194889.035247 + Penalty 3036.172796 = -1191852.862450
  nChanged 17
		SP:Iteration 24Q (40280.970000 sec): 3 clusters
  Score: Raw -1194894.895891 + Penalty 3036.172796 = -1191858.723094
  nChanged 13
		SP:Iteration 25Q (40281.190000 sec): 3 clusters
  Score: Raw -1194900.402185 + Penalty 3036.172796 = -1191864.229389
  nChanged 15
		SP:Iteration 26Q (40281.430000 sec): 3 clusters
  Score: Raw -1194905.967315 + Penalty 3036.172796 = -1191869.794518
  nChanged 13
		SP:Iteration 27Q (40281.650000 sec): 3 clusters
  Score: Raw -1194911.616390 + Penalty 3036.172796 = -1191875.443594
  nChanged 8
		SP:Iteration 28Q (40281.850000 sec): 3 clusters
  Score: Raw -1194915.088921 + Penalty 3036.172796 = -1191878.916125
  nChanged 14
		SP:Iteration 29Q (40282.080000 sec): 3 clusters
  Score: Raw -1194922.609845 + Penalty 3036.172796 = -1191886.437049
  nChanged 14
		SP:Iteration 30Q (40282.320000 sec): 3 clusters
  Score: Raw -1194931.139381 + Penalty 3036.172796 = -1191894.966584
  nChanged 14
		SP:Iteration 31Q (40282.530000 sec): 3 clusters
  Score: Raw -1194937.884379 + Penalty 3036.172796 = -1191901.711583
  nChanged 10
		SP:Iteration 32Q (40282.750000 sec): 3 clusters
  Score: Raw -1194942.106313 + Penalty 3036.172796 = -1191905.933517
  nChanged 6
		SP:Iteration 33Q (40282.980000 sec): 3 clusters
  Score: Raw -1194944.686678 + Penalty 3036.172796 = -1191908.513881
  nChanged 5
		SP:Iteration 34Q (40283.200000 sec): 3 clusters
  Score: Raw -1194946.227068 + Penalty 3036.172796 = -1191910.054272
  nChanged 3
		SP:Iteration 35Q (40283.410000 sec): 3 clusters
  Score: Raw -1194947.289968 + Penalty 3036.172796 = -1191911.117171
  nChanged 2
		SP:Iteration 36Q (40283.630000 sec): 3 clusters
  Score: Raw -1194947.838417 + Penalty 3036.172796 = -1191911.665621
  nChanged 2
		SP:Iteration 37Q (40283.830000 sec): 3 clusters
  Score: Raw -1194948.763151 + Penalty 3036.172796 = -1191912.590355
  nChanged 4
		SP:Iteration 38Q (40284.040000 sec): 3 clusters
  Score: Raw -1194949.888629 + Penalty 3036.172796 = -1191913.715833
  nChanged 1
		SP:Iteration 39Q (40284.240000 sec): 3 clusters
  Score: Raw -1194950.401020 + Penalty 3036.172796 = -1191914.228223
  nChanged 4
		SP:Iteration 40F (40284.520000 sec): 3 clusters
  Score: Raw -1194952.239726 + Penalty 3036.172796 = -1191916.066930
  nChanged 5
		SP:Iteration 41Q (40284.720000 sec): 3 clusters
  Score: Raw -1194954.558031 + Penalty 3036.172796 = -1191918.385234
  nChanged 7
		SP:Iteration 42Q (40284.980000 sec): 3 clusters
  Score: Raw -1194958.314678 + Penalty 3036.172796 = -1191922.141882
  nChanged 6
		SP:Iteration 43Q (40285.180000 sec): 3 clusters
  Score: Raw -1194960.059775 + Penalty 3036.172796 = -1191923.886979
  nChanged 3
		SP:Iteration 44Q (40285.410000 sec): 3 clusters
  Score: Raw -1194961.782200 + Penalty 3036.172796 = -1191925.609404
  nChanged 7
		SP:Iteration 45Q (40285.600000 sec): 3 clusters
  Score: Raw -1194965.030049 + Penalty 3036.172796 = -1191928.857253
  nChanged 5
		SP:Iteration 46Q (40285.800000 sec): 3 clusters
  Score: Raw -1194967.162552 + Penalty 3036.172796 = -1191930.989756
  nChanged 5
		SP:Iteration 47Q (40286.020000 sec): 3 clusters
  Score: Raw -1194969.273660 + Penalty 3036.172796 = -1191933.100864
  nChanged 6
		SP:Iteration 48Q (40286.190000 sec): 3 clusters
  Score: Raw -1194972.188714 + Penalty 3036.172796 = -1191936.015918
  nChanged 8
		SP:Iteration 49Q (40286.460000 sec): 3 clusters
  Score: Raw -1194975.649161 + Penalty 3036.172796 = -1191939.476365
  nChanged 5
		SP:Iteration 50Q (40286.690000 sec): 3 clusters
  Score: Raw -1194977.138615 + Penalty 3036.172796 = -1191940.965819
  nChanged 4
		SP:Iteration 51Q (40286.920000 sec): 3 clusters
  Score: Raw -1194979.972462 + Penalty 3036.172796 = -1191943.799666
  nChanged 5
		SP:Iteration 52Q (40287.110000 sec): 3 clusters
  Score: Raw -1194982.673766 + Penalty 3036.172796 = -1191946.500969
  nChanged 7
		SP:Iteration 53Q (40287.340000 sec): 3 clusters
  Score: Raw -1194986.991486 + Penalty 3036.172796 = -1191950.818690
  nChanged 10
		SP:Iteration 54Q (40287.580000 sec): 3 clusters
  Score: Raw -1194990.962991 + Penalty 3036.172796 = -1191954.790195
  nChanged 6
		SP:Iteration 55Q (40287.760000 sec): 3 clusters
  Score: Raw -1194993.590144 + Penalty 3036.172796 = -1191957.417348
  nChanged 1
		SP:Iteration 56Q (40287.960000 sec): 3 clusters
  Score: Raw -1194993.895564 + Penalty 3036.172796 = -1191957.722768
  nChanged 0
		SP:Iteration 57F (40288.190000 sec): 3 clusters
  Score: Raw -1194993.895564 + Penalty 3036.172796 = -1191957.722768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40288.310000 sec): 2 clusters
  Score: Raw -951514.837126 + Penalty 1482.706332 = -950032.130794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40288.490000 sec): 3 clusters
  Score: Raw -946444.155746 + Penalty 2965.412664 = -943478.743082
  nChanged 3903
		SP:Iteration 1F (40288.690000 sec): 3 clusters
  Score: Raw -948708.851080 + Penalty 2965.412664 = -945743.438416
  nChanged 748
		SP:Iteration 2F (40288.920000 sec): 3 clusters
  Score: Raw -949206.395499 + Penalty 2965.412664 = -946240.982835
  nChanged 674
		SP:Iteration 3F (40289.170000 sec): 3 clusters
  Score: Raw -949672.004113 + Penalty 2965.412664 = -946706.591448
  nChanged 622
		SP:Iteration 4F (40289.350000 sec): 3 clusters
  Score: Raw -950132.982380 + Penalty 2965.412664 = -947167.569716
  nChanged 551
		SP:Iteration 5F (40289.590000 sec): 3 clusters
  Score: Raw -950530.444666 + Penalty 2965.412664 = -947565.032001
  nChanged 459
		SP:Iteration 6F (40289.760000 sec): 3 clusters
  Score: Raw -950854.222866 + Penalty 2965.412664 = -947888.810202
  nChanged 371
		SP:Iteration 7Q (40290.000000 sec): 3 clusters
  Score: Raw -951132.265520 + Penalty 2965.412664 = -948166.852856
  nChanged 310
		SP:Iteration 8Q (40290.200000 sec): 3 clusters
  Score: Raw -951365.310292 + Penalty 2965.412664 = -948399.897628
  nChanged 256
		SP:Iteration 9Q (40290.360000 sec): 3 clusters
  Score: Raw -951552.819454 + Penalty 2965.412664 = -948587.406790
  nChanged 185
		SP:Iteration 10Q (40290.540000 sec): 3 clusters
  Score: Raw -951688.605575 + Penalty 2965.412664 = -948723.192911
  nChanged 136
		SP:Iteration 11Q (40290.780000 sec): 3 clusters
  Score: Raw -951777.846612 + Penalty 2965.412664 = -948812.433948
  nChanged 97
		SP:Iteration 12Q (40291.000000 sec): 3 clusters
  Score: Raw -951838.535257 + Penalty 2965.412664 = -948873.122593
  nChanged 67
		SP:Iteration 13Q (40291.220000 sec): 3 clusters
  Score: Raw -951874.472989 + Penalty 2965.412664 = -948909.060325
  nChanged 49
		SP:Iteration 14Q (40291.420000 sec): 3 clusters
  Score: Raw -951896.317989 + Penalty 2965.412664 = -948930.905325
  nChanged 35
		SP:Iteration 15Q (40291.620000 sec): 3 clusters
  Score: Raw -951914.067288 + Penalty 2965.412664 = -948948.654624
  nChanged 36
		SP:Iteration 16Q (40291.840000 sec): 3 clusters
  Score: Raw -951931.113681 + Penalty 2965.412664 = -948965.701017
  nChanged 39
		SP:Iteration 17Q (40292.030000 sec): 3 clusters
  Score: Raw -951952.707862 + Penalty 2965.412664 = -948987.295198
  nChanged 30
		SP:Iteration 18Q (40292.290000 sec): 3 clusters
  Score: Raw -951971.858146 + Penalty 2965.412664 = -949006.445482
  nChanged 29
		SP:Iteration 19Q (40292.470000 sec): 3 clusters
  Score: Raw -951986.968437 + Penalty 2965.412664 = -949021.555773
  nChanged 21
		SP:Iteration 20F (40292.680000 sec): 3 clusters
  Score: Raw -951995.596097 + Penalty 2965.412664 = -949030.183433
  nChanged 14
		SP:Iteration 21Q (40292.910000 sec): 3 clusters
  Score: Raw -951999.122563 + Penalty 2965.412664 = -949033.709899
  nChanged 7
		SP:Iteration 22Q (40293.110000 sec): 3 clusters
  Score: Raw -952001.849441 + Penalty 2965.412664 = -949036.436777
  nChanged 6
		SP:Iteration 23Q (40293.300000 sec): 3 clusters
  Score: Raw -952004.293943 + Penalty 2965.412664 = -949038.881279
  nChanged 6
		SP:Iteration 24Q (40293.510000 sec): 3 clusters
  Score: Raw -952006.064967 + Penalty 2965.412664 = -949040.652303
  nChanged 5
		SP:Iteration 25Q (40293.670000 sec): 3 clusters
  Score: Raw -952008.100356 + Penalty 2965.412664 = -949042.687691
  nChanged 7
		SP:Iteration 26Q (40293.930000 sec): 3 clusters
  Score: Raw -952014.227823 + Penalty 2965.412664 = -949048.815159
  nChanged 12
		SP:Iteration 27Q (40294.130000 sec): 3 clusters
  Score: Raw -952022.268938 + Penalty 2965.412664 = -949056.856274
  nChanged 9
		SP:Iteration 28Q (40294.310000 sec): 3 clusters
  Score: Raw -952027.200321 + Penalty 2965.412664 = -949061.787657
  nChanged 11
		SP:Iteration 29Q (40294.510000 sec): 3 clusters
  Score: Raw -952032.706676 + Penalty 2965.412664 = -949067.294011
  nChanged 8
		SP:Iteration 30Q (40294.720000 sec): 3 clusters
  Score: Raw -952038.348381 + Penalty 2965.412664 = -949072.935717
  nChanged 10
		SP:Iteration 31Q (40294.890000 sec): 3 clusters
  Score: Raw -952044.182658 + Penalty 2965.412664 = -949078.769994
  nChanged 7
		SP:Iteration 32Q (40295.070000 sec): 3 clusters
  Score: Raw -952046.999120 + Penalty 2965.412664 = -949081.586456
  nChanged 6
		SP:Iteration 33Q (40295.250000 sec): 3 clusters
  Score: Raw -952049.842808 + Penalty 2965.412664 = -949084.430144
  nChanged 8
		SP:Iteration 34Q (40295.460000 sec): 3 clusters
  Score: Raw -952053.696806 + Penalty 2965.412664 = -949088.284142
  nChanged 4
		SP:Iteration 35Q (40295.700000 sec): 3 clusters
  Score: Raw -952055.475862 + Penalty 2965.412664 = -949090.063198
  nChanged 4
		SP:Iteration 36Q (40295.890000 sec): 3 clusters
  Score: Raw -952057.214595 + Penalty 2965.412664 = -949091.801931
  nChanged 1
		SP:Iteration 37Q (40296.090000 sec): 3 clusters
  Score: Raw -952057.462557 + Penalty 2965.412664 = -949092.049893
  nChanged 0
		SP:Iteration 38F (40296.360000 sec): 3 clusters
  Score: Raw -952057.462557 + Penalty 2965.412664 = -949092.049893
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40296.460000 sec): 2 clusters
  Score: Raw -817782.981214 + Penalty 1449.996961 = -816332.984253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40296.690000 sec): 3 clusters
  Score: Raw -813617.816178 + Penalty 2899.993921 = -810717.822257
  nChanged 3212
		SP:Iteration 1F (40296.900000 sec): 3 clusters
  Score: Raw -815275.695613 + Penalty 2899.993921 = -812375.701691
  nChanged 447
		SP:Iteration 2F (40297.110000 sec): 3 clusters
  Score: Raw -815469.774597 + Penalty 2899.993921 = -812569.780676
  nChanged 372
		SP:Iteration 3Q (40297.310000 sec): 3 clusters
  Score: Raw -815635.420026 + Penalty 2899.993921 = -812735.426105
  nChanged 343
		SP:Iteration 4Q (40297.470000 sec): 3 clusters
  Score: Raw -815784.641513 + Penalty 2899.993921 = -812884.647591
  nChanged 330
		SP:Iteration 5Q (40297.690000 sec): 3 clusters
  Score: Raw -815932.226632 + Penalty 2899.993921 = -813032.232711
  nChanged 350
		SP:Iteration 6Q (40297.900000 sec): 3 clusters
  Score: Raw -816112.118317 + Penalty 2899.993921 = -813212.124396
  nChanged 371
		SP:Iteration 7Q (40298.120000 sec): 3 clusters
  Score: Raw -816331.572245 + Penalty 2899.993921 = -813431.578324
  nChanged 380
		SP:Iteration 8F (40298.280000 sec): 3 clusters
  Score: Raw -816575.166035 + Penalty 2899.993921 = -813675.172114
  nChanged 402
		SP:Iteration 9F (40298.500000 sec): 3 clusters
  Score: Raw -816877.891909 + Penalty 2899.993921 = -813977.897988
  nChanged 388
		SP:Iteration 10F (40298.720000 sec): 3 clusters
  Score: Raw -817186.532836 + Penalty 2899.993921 = -814286.538915
  nChanged 326
		SP:Iteration 11Q (40298.920000 sec): 3 clusters
  Score: Raw -817426.866228 + Penalty 2899.993921 = -814526.872307
  nChanged 251
		SP:Iteration 12Q (40299.110000 sec): 3 clusters
  Score: Raw -817582.931453 + Penalty 2899.993921 = -814682.937531
  nChanged 172
		SP:Iteration 13Q (40299.300000 sec): 3 clusters
  Score: Raw -817692.382064 + Penalty 2899.993921 = -814792.388143
  nChanged 140
		SP:Iteration 14Q (40299.500000 sec): 3 clusters
  Score: Raw -817782.788754 + Penalty 2899.993921 = -814882.794832
  nChanged 96
		SP:Iteration 15Q (40299.680000 sec): 3 clusters
  Score: Raw -817837.574652 + Penalty 2899.993921 = -814937.580731
  nChanged 86
		SP:Iteration 16Q (40299.910000 sec): 3 clusters
  Score: Raw -817898.452568 + Penalty 2899.993921 = -814998.458647
  nChanged 86
		SP:Iteration 17Q (40300.090000 sec): 3 clusters
  Score: Raw -817962.500458 + Penalty 2899.993921 = -815062.506536
  nChanged 69
		SP:Iteration 18Q (40300.280000 sec): 3 clusters
  Score: Raw -818014.969979 + Penalty 2899.993921 = -815114.976058
  nChanged 65
		SP:Iteration 19Q (40300.490000 sec): 3 clusters
  Score: Raw -818061.230181 + Penalty 2899.993921 = -815161.236259
  nChanged 52
		SP:Iteration 20F (40300.660000 sec): 3 clusters
  Score: Raw -818098.831867 + Penalty 2899.993921 = -815198.837946
  nChanged 41
		SP:Iteration 21Q (40300.880000 sec): 3 clusters
  Score: Raw -818127.136463 + Penalty 2899.993921 = -815227.142542
  nChanged 28
		SP:Iteration 22Q (40301.060000 sec): 3 clusters
  Score: Raw -818146.280724 + Penalty 2899.993921 = -815246.286802
  nChanged 25
		SP:Iteration 23Q (40301.280000 sec): 3 clusters
  Score: Raw -818161.762729 + Penalty 2899.993921 = -815261.768808
  nChanged 23
		SP:Iteration 24Q (40301.480000 sec): 3 clusters
  Score: Raw -818177.304758 + Penalty 2899.993921 = -815277.310837
  nChanged 21
		SP:Iteration 25Q (40301.680000 sec): 3 clusters
  Score: Raw -818193.159146 + Penalty 2899.993921 = -815293.165224
  nChanged 17
		SP:Iteration 26Q (40301.930000 sec): 3 clusters
  Score: Raw -818202.253746 + Penalty 2899.993921 = -815302.259825
  nChanged 16
		SP:Iteration 27Q (40302.080000 sec): 3 clusters
  Score: Raw -818209.924863 + Penalty 2899.993921 = -815309.930941
  nChanged 9
		SP:Iteration 28Q (40302.320000 sec): 3 clusters
  Score: Raw -818213.382123 + Penalty 2899.993921 = -815313.388202
  nChanged 3
		SP:Iteration 29Q (40302.490000 sec): 3 clusters
  Score: Raw -818215.200016 + Penalty 2899.993921 = -815315.206094
  nChanged 1
		SP:Iteration 30Q (40302.680000 sec): 3 clusters
  Score: Raw -818215.591593 + Penalty 2899.993921 = -815315.597672
  nChanged 2
		SP:Iteration 31Q (40302.890000 sec): 3 clusters
  Score: Raw -818216.405906 + Penalty 2899.993921 = -815316.411984
  nChanged 3
		SP:Iteration 32Q (40303.050000 sec): 3 clusters
  Score: Raw -818217.606861 + Penalty 2899.993921 = -815317.612940
  nChanged 2
		SP:Iteration 33Q (40303.240000 sec): 3 clusters
  Score: Raw -818217.931891 + Penalty 2899.993921 = -815317.937970
  nChanged 0
		SP:Iteration 34F (40303.470000 sec): 3 clusters
  Score: Raw -818217.931891 + Penalty 2899.993921 = -815317.937970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40303.550000 sec): 2 clusters
  Score: Raw -351486.991571 + Penalty 1311.115481 = -350175.876090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40303.760000 sec): 3 clusters
  Score: Raw -349979.050212 + Penalty 2622.230962 = -347356.819250
  nChanged 1211
		SP:Iteration 1F (40303.950000 sec): 3 clusters
  Score: Raw -350674.776648 + Penalty 2622.230962 = -348052.545687
  nChanged 251
		SP:Iteration 2F (40304.110000 sec): 3 clusters
  Score: Raw -350841.227742 + Penalty 2622.230962 = -348218.996781
  nChanged 147
		SP:Iteration 3Q (40304.260000 sec): 3 clusters
  Score: Raw -350937.042353 + Penalty 2622.230962 = -348314.811392
  nChanged 113
		SP:Iteration 4Q (40304.470000 sec): 3 clusters
  Score: Raw -351006.728036 + Penalty 2622.230962 = -348384.497074
  nChanged 92
		SP:Iteration 5Q (40304.660000 sec): 3 clusters
  Score: Raw -351062.693887 + Penalty 2622.230962 = -348440.462926
  nChanged 89
		SP:Iteration 6Q (40304.820000 sec): 3 clusters
  Score: Raw -351114.494305 + Penalty 2622.230962 = -348492.263344
  nChanged 78
		SP:Iteration 7Q (40305.020000 sec): 3 clusters
  Score: Raw -351163.275809 + Penalty 2622.230962 = -348541.044848
  nChanged 76
		SP:Iteration 8Q (40305.190000 sec): 3 clusters
  Score: Raw -351198.575188 + Penalty 2622.230962 = -348576.344227
  nChanged 62
		SP:Iteration 9Q (40305.370000 sec): 3 clusters
  Score: Raw -351226.869398 + Penalty 2622.230962 = -348604.638437
  nChanged 52
		SP:Iteration 10Q (40305.540000 sec): 3 clusters
  Score: Raw -351252.291161 + Penalty 2622.230962 = -348630.060200
  nChanged 56
		SP:Iteration 11Q (40305.760000 sec): 3 clusters
  Score: Raw -351285.982166 + Penalty 2622.230962 = -348663.751204
  nChanged 59
		SP:Iteration 12Q (40305.930000 sec): 3 clusters
  Score: Raw -351320.451676 + Penalty 2622.230962 = -348698.220714
  nChanged 64
		SP:Iteration 13Q (40306.110000 sec): 3 clusters
  Score: Raw -351356.193574 + Penalty 2622.230962 = -348733.962613
  nChanged 68
		SP:Iteration 14Q (40306.300000 sec): 3 clusters
  Score: Raw -351398.282411 + Penalty 2622.230962 = -348776.051450
  nChanged 73
		SP:Iteration 15Q (40306.470000 sec): 3 clusters
  Score: Raw -351442.631330 + Penalty 2622.230962 = -348820.400369
  nChanged 70
		SP:Iteration 16Q (40306.620000 sec): 3 clusters
  Score: Raw -351485.116988 + Penalty 2622.230962 = -348862.886026
  nChanged 73
		SP:Iteration 17Q (40306.780000 sec): 3 clusters
  Score: Raw -351528.300600 + Penalty 2622.230962 = -348906.069638
  nChanged 62
		SP:Iteration 18Q (40307.010000 sec): 3 clusters
  Score: Raw -351560.478368 + Penalty 2622.230962 = -348938.247407
  nChanged 53
		SP:Iteration 19Q (40307.180000 sec): 3 clusters
  Score: Raw -351595.594128 + Penalty 2622.230962 = -348973.363166
  nChanged 55
		SP:Iteration 20F (40307.340000 sec): 3 clusters
  Score: Raw -351628.806838 + Penalty 2622.230962 = -349006.575876
  nChanged 42
		SP:Iteration 21Q (40307.490000 sec): 3 clusters
  Score: Raw -351654.034884 + Penalty 2622.230962 = -349031.803923
  nChanged 35
		SP:Iteration 22Q (40307.650000 sec): 3 clusters
  Score: Raw -351681.005608 + Penalty 2622.230962 = -349058.774647
  nChanged 34
		SP:Iteration 23Q (40307.880000 sec): 3 clusters
  Score: Raw -351700.810463 + Penalty 2622.230962 = -349078.579501
  nChanged 21
		SP:Iteration 24Q (40308.020000 sec): 3 clusters
  Score: Raw -351711.250355 + Penalty 2622.230962 = -349089.019393
  nChanged 14
		SP:Iteration 25Q (40308.220000 sec): 3 clusters
  Score: Raw -351717.647737 + Penalty 2622.230962 = -349095.416775
  nChanged 7
		SP:Iteration 26Q (40308.370000 sec): 3 clusters
  Score: Raw -351721.311502 + Penalty 2622.230962 = -349099.080541
  nChanged 8
		SP:Iteration 27Q (40308.550000 sec): 3 clusters
  Score: Raw -351726.192436 + Penalty 2622.230962 = -349103.961475
  nChanged 7
		SP:Iteration 28Q (40308.750000 sec): 3 clusters
  Score: Raw -351730.031512 + Penalty 2622.230962 = -349107.800550
  nChanged 8
		SP:Iteration 29Q (40308.940000 sec): 3 clusters
  Score: Raw -351736.896978 + Penalty 2622.230962 = -349114.666016
  nChanged 9
		SP:Iteration 30Q (40309.080000 sec): 3 clusters
  Score: Raw -351741.378289 + Penalty 2622.230962 = -349119.147327
  nChanged 2
		SP:Iteration 31Q (40309.280000 sec): 3 clusters
  Score: Raw -351742.197860 + Penalty 2622.230962 = -349119.966899
  nChanged 2
		SP:Iteration 32Q (40309.460000 sec): 3 clusters
  Score: Raw -351743.497787 + Penalty 2622.230962 = -349121.266825
  nChanged 1
		SP:Iteration 33Q (40309.620000 sec): 3 clusters
  Score: Raw -351744.063284 + Penalty 2622.230962 = -349121.832322
  nChanged 1
		SP:Iteration 34Q (40309.830000 sec): 3 clusters
  Score: Raw -351744.376755 + Penalty 2622.230962 = -349122.145793
  nChanged 2
		SP:Iteration 35Q (40309.970000 sec): 3 clusters
  Score: Raw -351745.846694 + Penalty 2622.230962 = -349123.615733
  nChanged 0
		SP:Iteration 36F (40310.140000 sec): 3 clusters
  Score: Raw -351745.846694 + Penalty 2622.230962 = -349123.615733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40310.240000 sec): 2 clusters
  Score: Raw -12278.932983 + Penalty 826.734404 = -11452.198578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40310.410000 sec): 3 clusters
  Score: Raw -12517.615753 + Penalty 1653.468809 = -10864.146944
  nChanged 27
		SP:Iteration 1F (40310.560000 sec): 3 clusters
  Score: Raw -12624.937626 + Penalty 1653.468809 = -10971.468817
  nChanged 4
		SP:Iteration 2Q (40310.770000 sec): 3 clusters
  Score: Raw -12640.543487 + Penalty 1653.468809 = -10987.074678
  nChanged 3
		SP:Iteration 3Q (40310.910000 sec): 3 clusters
  Score: Raw -12652.382214 + Penalty 1653.468809 = -10998.913405
  nChanged 2
		SP:Iteration 4Q (40311.080000 sec): 3 clusters
  Score: Raw -12659.362097 + Penalty 1653.468809 = -11005.893288
  nChanged 0
		SP:Iteration 5F (40311.260000 sec): 3 clusters
  Score: Raw -12659.362097 + Penalty 1653.468809 = -11005.893288
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40311.420000 sec): 2 clusters
  Score: Raw -814784.161603 + Penalty 1449.432875 = -813334.728729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40311.590000 sec): 3 clusters
  Score: Raw -810755.845469 + Penalty 2898.865749 = -807856.979720
  nChanged 3128
		SP:Iteration 1F (40311.790000 sec): 3 clusters
  Score: Raw -812557.066374 + Penalty 2898.865749 = -809658.200624
  nChanged 575
		SP:Iteration 2F (40312.000000 sec): 3 clusters
  Score: Raw -813007.665052 + Penalty 2898.865749 = -810108.799303
  nChanged 625
		SP:Iteration 3F (40312.240000 sec): 3 clusters
  Score: Raw -813575.220650 + Penalty 2898.865749 = -810676.354901
  nChanged 609
		SP:Iteration 4F (40312.440000 sec): 3 clusters
  Score: Raw -814160.096829 + Penalty 2898.865749 = -811261.231080
  nChanged 560
		SP:Iteration 5F (40312.610000 sec): 3 clusters
  Score: Raw -814667.484588 + Penalty 2898.865749 = -811768.618838
  nChanged 443
		SP:Iteration 6F (40312.820000 sec): 3 clusters
  Score: Raw -815051.319029 + Penalty 2898.865749 = -812152.453280
  nChanged 303
		SP:Iteration 7Q (40313.030000 sec): 3 clusters
  Score: Raw -815275.905474 + Penalty 2898.865749 = -812377.039725
  nChanged 175
		SP:Iteration 8Q (40313.250000 sec): 3 clusters
  Score: Raw -815381.704328 + Penalty 2898.865749 = -812482.838578
  nChanged 131
		SP:Iteration 9Q (40313.430000 sec): 3 clusters
  Score: Raw -815442.200438 + Penalty 2898.865749 = -812543.334689
  nChanged 83
		SP:Iteration 10Q (40313.640000 sec): 3 clusters
  Score: Raw -815467.457059 + Penalty 2898.865749 = -812568.591310
  nChanged 50
		SP:Iteration 11Q (40313.810000 sec): 3 clusters
  Score: Raw -815483.991716 + Penalty 2898.865749 = -812585.125967
  nChanged 42
		SP:Iteration 12Q (40314.010000 sec): 3 clusters
  Score: Raw -815496.986184 + Penalty 2898.865749 = -812598.120434
  nChanged 28
		SP:Iteration 13Q (40314.200000 sec): 3 clusters
  Score: Raw -815506.117967 + Penalty 2898.865749 = -812607.252217
  nChanged 29
		SP:Iteration 14Q (40314.380000 sec): 3 clusters
  Score: Raw -815513.588651 + Penalty 2898.865749 = -812614.722901
  nChanged 24
		SP:Iteration 15Q (40314.620000 sec): 3 clusters
  Score: Raw -815519.410722 + Penalty 2898.865749 = -812620.544973
  nChanged 21
		SP:Iteration 16Q (40314.800000 sec): 3 clusters
  Score: Raw -815525.266315 + Penalty 2898.865749 = -812626.400566
  nChanged 23
		SP:Iteration 17Q (40315.040000 sec): 3 clusters
  Score: Raw -815531.040395 + Penalty 2898.865749 = -812632.174645
  nChanged 20
		SP:Iteration 18Q (40315.240000 sec): 3 clusters
  Score: Raw -815536.188832 + Penalty 2898.865749 = -812637.323083
  nChanged 12
		SP:Iteration 19Q (40315.440000 sec): 3 clusters
  Score: Raw -815539.441595 + Penalty 2898.865749 = -812640.575846
  nChanged 12
		SP:Iteration 20F (40315.610000 sec): 3 clusters
  Score: Raw -815541.736242 + Penalty 2898.865749 = -812642.870493
  nChanged 8
		SP:Iteration 21Q (40315.840000 sec): 3 clusters
  Score: Raw -815543.284184 + Penalty 2898.865749 = -812644.418435
  nChanged 8
		SP:Iteration 22Q (40316.040000 sec): 3 clusters
  Score: Raw -815544.549966 + Penalty 2898.865749 = -812645.684217
  nChanged 3
		SP:Iteration 23Q (40316.240000 sec): 3 clusters
  Score: Raw -815545.168742 + Penalty 2898.865749 = -812646.302993
  nChanged 1
		SP:Iteration 24Q (40316.420000 sec): 3 clusters
  Score: Raw -815545.508144 + Penalty 2898.865749 = -812646.642394
  nChanged 1
		SP:Iteration 25Q (40316.630000 sec): 3 clusters
  Score: Raw -815545.689583 + Penalty 2898.865749 = -812646.823834
  nChanged 0
		SP:Iteration 26F (40316.810000 sec): 3 clusters
  Score: Raw -815545.689583 + Penalty 2898.865749 = -812646.823834
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40316.950000 sec): 2 clusters
  Score: Raw -23874.270797 + Penalty 891.279502 = -22982.991296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40317.080000 sec): 3 clusters
  Score: Raw -23986.464647 + Penalty 1782.559003 = -22203.905644
  nChanged 42
		SP:Iteration 1F (40317.260000 sec): 3 clusters
  Score: Raw -24089.324852 + Penalty 1782.559003 = -22306.765849
  nChanged 7
		SP:Iteration 2Q (40317.430000 sec): 3 clusters
  Score: Raw -24109.287357 + Penalty 1782.559003 = -22326.728353
  nChanged 5
		SP:Iteration 3Q (40317.580000 sec): 3 clusters
  Score: Raw -24120.499399 + Penalty 1782.559003 = -22337.940395
  nChanged 3
		SP:Iteration 4Q (40317.720000 sec): 3 clusters
  Score: Raw -24126.611393 + Penalty 1782.559003 = -22344.052390
  nChanged 1
		SP:Iteration 5Q (40317.890000 sec): 3 clusters
  Score: Raw -24127.350727 + Penalty 1782.559003 = -22344.791724
  nChanged 1
		SP:Iteration 6Q (40318.070000 sec): 3 clusters
  Score: Raw -24130.347191 + Penalty 1782.559003 = -22347.788188
  nChanged 4
		SP:Iteration 7Q (40318.240000 sec): 3 clusters
  Score: Raw -24139.188752 + Penalty 1782.559003 = -22356.629749
  nChanged 1
		SP:Iteration 8Q (40318.410000 sec): 3 clusters
  Score: Raw -24140.874592 + Penalty 1782.559003 = -22358.315589
  nChanged 0
		SP:Iteration 9F (40318.590000 sec): 3 clusters
  Score: Raw -24140.874592 + Penalty 1782.559003 = -22358.315589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40318.940000 sec): 2 clusters
  Score: Raw -4909836.773669 + Penalty 1739.947751 = -4908096.825918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40319.350000 sec): 3 clusters
  Score: Raw -4881893.617328 + Penalty 3479.895502 = -4878413.721826
  nChanged 20747
		SP:Iteration 1F (40319.760000 sec): 3 clusters
  Score: Raw -4893815.404322 + Penalty 3479.895502 = -4890335.508821
  nChanged 2060
		SP:Iteration 2Q (40320.190000 sec): 3 clusters
  Score: Raw -4894553.613046 + Penalty 3479.895502 = -4891073.717544
  nChanged 2092
		SP:Iteration 3Q (40320.570000 sec): 3 clusters
  Score: Raw -4895404.768263 + Penalty 3479.895502 = -4891924.872761
  nChanged 2210
		SP:Iteration 4Q (40321.050000 sec): 3 clusters
  Score: Raw -4896393.974329 + Penalty 3479.895502 = -4892914.078827
  nChanged 2317
		SP:Iteration 5F (40321.430000 sec): 3 clusters
  Score: Raw -4897491.258847 + Penalty 3479.895502 = -4894011.363346
  nChanged 2427
		SP:Iteration 6F (40321.800000 sec): 3 clusters
  Score: Raw -4898729.889039 + Penalty 3479.895502 = -4895249.993537
  nChanged 2456
		SP:Iteration 7F (40322.180000 sec): 3 clusters
  Score: Raw -4899957.813211 + Penalty 3479.895502 = -4896477.917709
  nChanged 2223
		SP:Iteration 8Q (40322.570000 sec): 3 clusters
  Score: Raw -4901045.567258 + Penalty 3479.895502 = -4897565.671757
  nChanged 1982
		SP:Iteration 9Q (40322.990000 sec): 3 clusters
  Score: Raw -4902003.065498 + Penalty 3479.895502 = -4898523.169996
  nChanged 1770
		SP:Iteration 10Q (40323.430000 sec): 3 clusters
  Score: Raw -4902856.550881 + Penalty 3479.895502 = -4899376.655379
  nChanged 1522
		SP:Iteration 11Q (40323.870000 sec): 3 clusters
  Score: Raw -4903609.905358 + Penalty 3479.895502 = -4900130.009857
  nChanged 1293
		SP:Iteration 12Q (40324.270000 sec): 3 clusters
  Score: Raw -4904179.920138 + Penalty 3479.895502 = -4900700.024636
  nChanged 1130
		SP:Iteration 13Q (40324.660000 sec): 3 clusters
  Score: Raw -4904610.086047 + Penalty 3479.895502 = -4901130.190545
  nChanged 901
		SP:Iteration 14Q (40325.030000 sec): 3 clusters
  Score: Raw -4904901.036676 + Penalty 3479.895502 = -4901421.141174
  nChanged 702
		SP:Iteration 15Q (40325.360000 sec): 3 clusters
  Score: Raw -4905098.539241 + Penalty 3479.895502 = -4901618.643739
  nChanged 616
		SP:Iteration 16Q (40325.740000 sec): 3 clusters
  Score: Raw -4905272.012764 + Penalty 3479.895502 = -4901792.117262
  nChanged 569
		SP:Iteration 17Q (40326.100000 sec): 3 clusters
  Score: Raw -4905435.656572 + Penalty 3479.895502 = -4901955.761071
  nChanged 606
		SP:Iteration 18Q (40326.460000 sec): 3 clusters
  Score: Raw -4905628.061112 + Penalty 3479.895502 = -4902148.165610
  nChanged 657
		SP:Iteration 19Q (40326.830000 sec): 3 clusters
  Score: Raw -4905854.501187 + Penalty 3479.895502 = -4902374.605686
  nChanged 626
		SP:Iteration 20F (40327.180000 sec): 3 clusters
  Score: Raw -4906082.668713 + Penalty 3479.895502 = -4902602.773211
  nChanged 691
		SP:Iteration 21Q (40327.600000 sec): 3 clusters
  Score: Raw -4906325.601471 + Penalty 3479.895502 = -4902845.705970
  nChanged 674
		SP:Iteration 22Q (40327.990000 sec): 3 clusters
  Score: Raw -4906547.472901 + Penalty 3479.895502 = -4903067.577399
  nChanged 690
		SP:Iteration 23Q (40328.450000 sec): 3 clusters
  Score: Raw -4906783.503758 + Penalty 3479.895502 = -4903303.608256
  nChanged 640
		SP:Iteration 24Q (40328.850000 sec): 3 clusters
  Score: Raw -4907004.087638 + Penalty 3479.895502 = -4903524.192136
  nChanged 610
		SP:Iteration 25Q (40329.230000 sec): 3 clusters
  Score: Raw -4907211.665476 + Penalty 3479.895502 = -4903731.769974
  nChanged 611
		SP:Iteration 26Q (40329.590000 sec): 3 clusters
  Score: Raw -4907436.163264 + Penalty 3479.895502 = -4903956.267762
  nChanged 628
		SP:Iteration 27Q (40329.970000 sec): 3 clusters
  Score: Raw -4907666.351968 + Penalty 3479.895502 = -4904186.456466
  nChanged 566
		SP:Iteration 28Q (40330.380000 sec): 3 clusters
  Score: Raw -4907872.119869 + Penalty 3479.895502 = -4904392.224367
  nChanged 559
		SP:Iteration 29Q (40330.780000 sec): 3 clusters
  Score: Raw -4908065.567909 + Penalty 3479.895502 = -4904585.672407
  nChanged 524
		SP:Iteration 30Q (40331.200000 sec): 3 clusters
  Score: Raw -4908239.546536 + Penalty 3479.895502 = -4904759.651034
  nChanged 472
		SP:Iteration 31Q (40331.590000 sec): 3 clusters
  Score: Raw -4908386.174349 + Penalty 3479.895502 = -4904906.278848
  nChanged 438
		SP:Iteration 32Q (40332.050000 sec): 3 clusters
  Score: Raw -4908522.769369 + Penalty 3479.895502 = -4905042.873868
  nChanged 436
		SP:Iteration 33Q (40332.430000 sec): 3 clusters
  Score: Raw -4908656.679772 + Penalty 3479.895502 = -4905176.784270
  nChanged 420
		SP:Iteration 34Q (40332.860000 sec): 3 clusters
  Score: Raw -4908779.940533 + Penalty 3479.895502 = -4905300.045031
  nChanged 391
		SP:Iteration 35Q (40333.230000 sec): 3 clusters
  Score: Raw -4908893.267531 + Penalty 3479.895502 = -4905413.372029
  nChanged 366
		SP:Iteration 36Q (40333.600000 sec): 3 clusters
  Score: Raw -4908998.186320 + Penalty 3479.895502 = -4905518.290818
  nChanged 338
		SP:Iteration 37Q (40333.980000 sec): 3 clusters
  Score: Raw -4909088.601925 + Penalty 3479.895502 = -4905608.706423
  nChanged 302
		SP:Iteration 38Q (40334.390000 sec): 3 clusters
  Score: Raw -4909171.659859 + Penalty 3479.895502 = -4905691.764357
  nChanged 275
		SP:Iteration 39Q (40334.750000 sec): 3 clusters
  Score: Raw -4909242.207777 + Penalty 3479.895502 = -4905762.312276
  nChanged 260
		SP:Iteration 40F (40335.140000 sec): 3 clusters
  Score: Raw -4909307.197627 + Penalty 3479.895502 = -4905827.302125
  nChanged 248
		SP:Iteration 41Q (40335.510000 sec): 3 clusters
  Score: Raw -4909368.054399 + Penalty 3479.895502 = -4905888.158897
  nChanged 220
		SP:Iteration 42Q (40335.920000 sec): 3 clusters
  Score: Raw -4909420.536685 + Penalty 3479.895502 = -4905940.641183
  nChanged 199
		SP:Iteration 43Q (40336.240000 sec): 3 clusters
  Score: Raw -4909465.214991 + Penalty 3479.895502 = -4905985.319490
  nChanged 189
		SP:Iteration 44Q (40336.660000 sec): 3 clusters
  Score: Raw -4909507.742154 + Penalty 3479.895502 = -4906027.846653
  nChanged 161
		SP:Iteration 45Q (40337.040000 sec): 3 clusters
  Score: Raw -4909546.504026 + Penalty 3479.895502 = -4906066.608525
  nChanged 156
		SP:Iteration 46Q (40337.460000 sec): 3 clusters
  Score: Raw -4909584.043409 + Penalty 3479.895502 = -4906104.147907
  nChanged 156
		SP:Iteration 47Q (40337.860000 sec): 3 clusters
  Score: Raw -4909621.023271 + Penalty 3479.895502 = -4906141.127769
  nChanged 149
		SP:Iteration 48Q (40338.200000 sec): 3 clusters
  Score: Raw -4909655.192869 + Penalty 3479.895502 = -4906175.297367
  nChanged 120
		SP:Iteration 49Q (40338.580000 sec): 3 clusters
  Score: Raw -4909684.002327 + Penalty 3479.895502 = -4906204.106826
  nChanged 136
		SP:Iteration 50Q (40338.960000 sec): 3 clusters
  Score: Raw -4909716.210165 + Penalty 3479.895502 = -4906236.314663
  nChanged 132
		SP:Iteration 51Q (40339.300000 sec): 3 clusters
  Score: Raw -4909748.062430 + Penalty 3479.895502 = -4906268.166928
  nChanged 134
		SP:Iteration 52Q (40339.640000 sec): 3 clusters
  Score: Raw -4909780.450397 + Penalty 3479.895502 = -4906300.554895
  nChanged 118
		SP:Iteration 53Q (40339.960000 sec): 3 clusters
  Score: Raw -4909807.291379 + Penalty 3479.895502 = -4906327.395877
  nChanged 109
		SP:Iteration 54Q (40340.360000 sec): 3 clusters
  Score: Raw -4909829.410502 + Penalty 3479.895502 = -4906349.515000
  nChanged 85
		SP:Iteration 55Q (40340.720000 sec): 3 clusters
  Score: Raw -4909846.911966 + Penalty 3479.895502 = -4906367.016464
  nChanged 79
		SP:Iteration 56Q (40341.090000 sec): 3 clusters
  Score: Raw -4909861.765200 + Penalty 3479.895502 = -4906381.869698
  nChanged 75
		SP:Iteration 57Q (40341.440000 sec): 3 clusters
  Score: Raw -4909876.407808 + Penalty 3479.895502 = -4906396.512306
  nChanged 69
		SP:Iteration 58Q (40341.830000 sec): 3 clusters
  Score: Raw -4909891.074511 + Penalty 3479.895502 = -4906411.179009
  nChanged 70
		SP:Iteration 59Q (40342.230000 sec): 3 clusters
  Score: Raw -4909907.288849 + Penalty 3479.895502 = -4906427.393348
  nChanged 69
		SP:Iteration 60F (40342.720000 sec): 3 clusters
  Score: Raw -4909926.474305 + Penalty 3479.895502 = -4906446.578804
  nChanged 72
		SP:Iteration 61Q (40343.170000 sec): 3 clusters
  Score: Raw -4909944.564098 + Penalty 3479.895502 = -4906464.668596
  nChanged 80
		SP:Iteration 62Q (40343.610000 sec): 3 clusters
  Score: Raw -4909962.469459 + Penalty 3479.895502 = -4906482.573957
  nChanged 62
		SP:Iteration 63Q (40344.030000 sec): 3 clusters
  Score: Raw -4909975.895298 + Penalty 3479.895502 = -4906495.999796
  nChanged 54
		SP:Iteration 64Q (40344.470000 sec): 3 clusters
  Score: Raw -4909987.751713 + Penalty 3479.895502 = -4906507.856211
  nChanged 60
		SP:Iteration 65Q (40344.870000 sec): 3 clusters
  Score: Raw -4910000.729841 + Penalty 3479.895502 = -4906520.834339
  nChanged 55
		SP:Iteration 66Q (40345.280000 sec): 3 clusters
  Score: Raw -4910014.227131 + Penalty 3479.895502 = -4906534.331629
  nChanged 59
		SP:Iteration 67Q (40345.680000 sec): 3 clusters
  Score: Raw -4910028.161876 + Penalty 3479.895502 = -4906548.266375
  nChanged 46
		SP:Iteration 68Q (40346.080000 sec): 3 clusters
  Score: Raw -4910038.329165 + Penalty 3479.895502 = -4906558.433663
  nChanged 43
		SP:Iteration 69Q (40346.510000 sec): 3 clusters
  Score: Raw -4910047.399789 + Penalty 3479.895502 = -4906567.504288
  nChanged 43
		SP:Iteration 70Q (40346.950000 sec): 3 clusters
  Score: Raw -4910055.891554 + Penalty 3479.895502 = -4906575.996052
  nChanged 45
		SP:Iteration 71Q (40347.370000 sec): 3 clusters
  Score: Raw -4910066.658142 + Penalty 3479.895502 = -4906586.762640
  nChanged 38
		SP:Iteration 72Q (40347.760000 sec): 3 clusters
  Score: Raw -4910075.757872 + Penalty 3479.895502 = -4906595.862370
  nChanged 41
		SP:Iteration 73Q (40348.120000 sec): 3 clusters
  Score: Raw -4910085.058698 + Penalty 3479.895502 = -4906605.163196
  nChanged 37
		SP:Iteration 74Q (40348.530000 sec): 3 clusters
  Score: Raw -4910095.058625 + Penalty 3479.895502 = -4906615.163123
  nChanged 41
		SP:Iteration 75Q (40348.890000 sec): 3 clusters
  Score: Raw -4910107.062078 + Penalty 3479.895502 = -4906627.166576
  nChanged 52
		SP:Iteration 76Q (40349.250000 sec): 3 clusters
  Score: Raw -4910120.638490 + Penalty 3479.895502 = -4906640.742989
  nChanged 43
		SP:Iteration 77Q (40349.630000 sec): 3 clusters
  Score: Raw -4910133.122355 + Penalty 3479.895502 = -4906653.226853
  nChanged 37
		SP:Iteration 78Q (40349.990000 sec): 3 clusters
  Score: Raw -4910144.017783 + Penalty 3479.895502 = -4906664.122281
  nChanged 48
		SP:Iteration 79Q (40350.380000 sec): 3 clusters
  Score: Raw -4910158.897619 + Penalty 3479.895502 = -4906679.002117
  nChanged 42
		SP:Iteration 80F (40350.740000 sec): 3 clusters
  Score: Raw -4910171.733902 + Penalty 3479.895502 = -4906691.838400
  nChanged 40
		SP:Iteration 81Q (40351.170000 sec): 3 clusters
  Score: Raw -4910183.714638 + Penalty 3479.895502 = -4906703.819136
  nChanged 36
		SP:Iteration 82Q (40351.560000 sec): 3 clusters
  Score: Raw -4910193.912171 + Penalty 3479.895502 = -4906714.016669
  nChanged 26
		SP:Iteration 83Q (40351.920000 sec): 3 clusters
  Score: Raw -4910202.214378 + Penalty 3479.895502 = -4906722.318876
  nChanged 26
		SP:Iteration 84Q (40352.320000 sec): 3 clusters
  Score: Raw -4910208.365672 + Penalty 3479.895502 = -4906728.470170
  nChanged 24
		SP:Iteration 85Q (40352.720000 sec): 3 clusters
  Score: Raw -4910215.135271 + Penalty 3479.895502 = -4906735.239769
  nChanged 23
		SP:Iteration 86Q (40353.080000 sec): 3 clusters
  Score: Raw -4910220.704711 + Penalty 3479.895502 = -4906740.809209
  nChanged 22
		SP:Iteration 87Q (40353.460000 sec): 3 clusters
  Score: Raw -4910225.726396 + Penalty 3479.895502 = -4906745.830894
  nChanged 17
		SP:Iteration 88Q (40353.820000 sec): 3 clusters
  Score: Raw -4910229.606417 + Penalty 3479.895502 = -4906749.710915
  nChanged 21
		SP:Iteration 89Q (40354.180000 sec): 3 clusters
  Score: Raw -4910235.258928 + Penalty 3479.895502 = -4906755.363426
  nChanged 17
		SP:Iteration 90Q (40354.540000 sec): 3 clusters
  Score: Raw -4910241.181320 + Penalty 3479.895502 = -4906761.285818
  nChanged 23
		SP:Iteration 91Q (40354.860000 sec): 3 clusters
  Score: Raw -4910248.017261 + Penalty 3479.895502 = -4906768.121759
  nChanged 27
		SP:Iteration 92Q (40355.220000 sec): 3 clusters
  Score: Raw -4910255.004082 + Penalty 3479.895502 = -4906775.108580
  nChanged 23
		SP:Iteration 93Q (40355.580000 sec): 3 clusters
  Score: Raw -4910261.380245 + Penalty 3479.895502 = -4906781.484743
  nChanged 20
		SP:Iteration 94Q (40355.980000 sec): 3 clusters
  Score: Raw -4910268.334447 + Penalty 3479.895502 = -4906788.438945
  nChanged 32
		SP:Iteration 95Q (40356.370000 sec): 3 clusters
  Score: Raw -4910278.979543 + Penalty 3479.895502 = -4906799.084041
  nChanged 18
		SP:Iteration 96Q (40356.790000 sec): 3 clusters
  Score: Raw -4910283.989384 + Penalty 3479.895502 = -4906804.093883
  nChanged 26
		SP:Iteration 97Q (40357.200000 sec): 3 clusters
  Score: Raw -4910292.332118 + Penalty 3479.895502 = -4906812.436616
  nChanged 12
		SP:Iteration 98Q (40357.540000 sec): 3 clusters
  Score: Raw -4910296.315785 + Penalty 3479.895502 = -4906816.420283
  nChanged 13
		SP:Iteration 99Q (40357.870000 sec): 3 clusters
  Score: Raw -4910298.602652 + Penalty 3479.895502 = -4906818.707151
  nChanged 7
		SP:Iteration 100F (40358.210000 sec): 3 clusters
  Score: Raw -4910300.492360 + Penalty 3479.895502 = -4906820.596859
  nChanged 5
		SP:Iteration 101Q (40358.600000 sec): 3 clusters
  Score: Raw -4910301.903531 + Penalty 3479.895502 = -4906822.008030
  nChanged 3
		SP:Iteration 102Q (40358.960000 sec): 3 clusters
  Score: Raw -4910302.689258 + Penalty 3479.895502 = -4906822.793756
  nChanged 4
		SP:Iteration 103Q (40359.300000 sec): 3 clusters
  Score: Raw -4910303.307231 + Penalty 3479.895502 = -4906823.411729
  nChanged 3
		SP:Iteration 104Q (40359.680000 sec): 3 clusters
  Score: Raw -4910304.677751 + Penalty 3479.895502 = -4906824.782249
  nChanged 8
		SP:Iteration 105Q (40360.090000 sec): 3 clusters
  Score: Raw -4910306.626821 + Penalty 3479.895502 = -4906826.731319
  nChanged 5
		SP:Iteration 106Q (40360.460000 sec): 3 clusters
  Score: Raw -4910308.454518 + Penalty 3479.895502 = -4906828.559016
  nChanged 3
		SP:Iteration 107Q (40360.860000 sec): 3 clusters
  Score: Raw -4910309.236505 + Penalty 3479.895502 = -4906829.341003
  nChanged 5
		SP:Iteration 108Q (40361.260000 sec): 3 clusters
  Score: Raw -4910310.038252 + Penalty 3479.895502 = -4906830.142751
  nChanged 2
		SP:Iteration 109Q (40361.620000 sec): 3 clusters
  Score: Raw -4910310.635881 + Penalty 3479.895502 = -4906830.740379
  nChanged 0
		SP:Iteration 110F (40361.960000 sec): 3 clusters
  Score: Raw -4910310.635881 + Penalty 3479.895502 = -4906830.740379
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40362.110000 sec): 2 clusters
  Score: Raw -817313.060860 + Penalty 1447.706808 = -815865.354052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40362.320000 sec): 3 clusters
  Score: Raw -813325.481973 + Penalty 2895.413616 = -810430.068357
  nChanged 3120
		SP:Iteration 1F (40362.520000 sec): 3 clusters
  Score: Raw -814986.104109 + Penalty 2895.413616 = -812090.690493
  nChanged 531
		SP:Iteration 2F (40362.760000 sec): 3 clusters
  Score: Raw -815285.352736 + Penalty 2895.413616 = -812389.939120
  nChanged 445
		SP:Iteration 3F (40362.980000 sec): 3 clusters
  Score: Raw -815551.076394 + Penalty 2895.413616 = -812655.662778
  nChanged 411
		SP:Iteration 4F (40363.170000 sec): 3 clusters
  Score: Raw -815810.597100 + Penalty 2895.413616 = -812915.183484
  nChanged 392
		SP:Iteration 5F (40363.380000 sec): 3 clusters
  Score: Raw -816083.847580 + Penalty 2895.413616 = -813188.433964
  nChanged 399
		SP:Iteration 6F (40363.600000 sec): 3 clusters
  Score: Raw -816375.955233 + Penalty 2895.413616 = -813480.541617
  nChanged 371
		SP:Iteration 7F (40363.810000 sec): 3 clusters
  Score: Raw -816643.394968 + Penalty 2895.413616 = -813747.981352
  nChanged 312
		SP:Iteration 8Q (40364.030000 sec): 3 clusters
  Score: Raw -816868.125277 + Penalty 2895.413616 = -813972.711661
  nChanged 270
		SP:Iteration 9Q (40364.220000 sec): 3 clusters
  Score: Raw -817070.296742 + Penalty 2895.413616 = -814174.883126
  nChanged 197
		SP:Iteration 10Q (40364.430000 sec): 3 clusters
  Score: Raw -817214.019599 + Penalty 2895.413616 = -814318.605983
  nChanged 160
		SP:Iteration 11Q (40364.600000 sec): 3 clusters
  Score: Raw -817324.470345 + Penalty 2895.413616 = -814429.056729
  nChanged 104
		SP:Iteration 12Q (40364.740000 sec): 3 clusters
  Score: Raw -817392.058397 + Penalty 2895.413616 = -814496.644781
  nChanged 66
		SP:Iteration 13Q (40364.920000 sec): 3 clusters
  Score: Raw -817434.023237 + Penalty 2895.413616 = -814538.609621
  nChanged 48
		SP:Iteration 14Q (40365.090000 sec): 3 clusters
  Score: Raw -817465.062574 + Penalty 2895.413616 = -814569.648958
  nChanged 29
		SP:Iteration 15Q (40365.280000 sec): 3 clusters
  Score: Raw -817481.166981 + Penalty 2895.413616 = -814585.753365
  nChanged 20
		SP:Iteration 16Q (40365.470000 sec): 3 clusters
  Score: Raw -817492.051243 + Penalty 2895.413616 = -814596.637627
  nChanged 12
		SP:Iteration 17Q (40365.660000 sec): 3 clusters
  Score: Raw -817500.150930 + Penalty 2895.413616 = -814604.737313
  nChanged 10
		SP:Iteration 18Q (40365.860000 sec): 3 clusters
  Score: Raw -817504.940330 + Penalty 2895.413616 = -814609.526714
  nChanged 9
		SP:Iteration 19Q (40366.030000 sec): 3 clusters
  Score: Raw -817510.325063 + Penalty 2895.413616 = -814614.911447
  nChanged 11
		SP:Iteration 20F (40366.240000 sec): 3 clusters
  Score: Raw -817515.653724 + Penalty 2895.413616 = -814620.240108
  nChanged 8
		SP:Iteration 21Q (40366.430000 sec): 3 clusters
  Score: Raw -817520.752373 + Penalty 2895.413616 = -814625.338757
  nChanged 7
		SP:Iteration 22Q (40366.570000 sec): 3 clusters
  Score: Raw -817525.210588 + Penalty 2895.413616 = -814629.796972
  nChanged 8
		SP:Iteration 23Q (40366.760000 sec): 3 clusters
  Score: Raw -817529.625005 + Penalty 2895.413616 = -814634.211389
  nChanged 5
		SP:Iteration 24Q (40366.940000 sec): 3 clusters
  Score: Raw -817531.870096 + Penalty 2895.413616 = -814636.456480
  nChanged 4
		SP:Iteration 25Q (40367.130000 sec): 3 clusters
  Score: Raw -817533.238758 + Penalty 2895.413616 = -814637.825142
  nChanged 1
		SP:Iteration 26Q (40367.330000 sec): 3 clusters
  Score: Raw -817533.806044 + Penalty 2895.413616 = -814638.392428
  nChanged 1
		SP:Iteration 27Q (40367.560000 sec): 3 clusters
  Score: Raw -817534.913790 + Penalty 2895.413616 = -814639.500174
  nChanged 1
		SP:Iteration 28Q (40367.800000 sec): 3 clusters
  Score: Raw -817535.591552 + Penalty 2895.413616 = -814640.177936
  nChanged 3
		SP:Iteration 29Q (40367.950000 sec): 3 clusters
  Score: Raw -817537.293578 + Penalty 2895.413616 = -814641.879962
  nChanged 4
		SP:Iteration 30Q (40368.150000 sec): 3 clusters
  Score: Raw -817539.957104 + Penalty 2895.413616 = -814644.543488
  nChanged 5
		SP:Iteration 31Q (40368.350000 sec): 3 clusters
  Score: Raw -817543.838409 + Penalty 2895.413616 = -814648.424793
  nChanged 5
		SP:Iteration 32Q (40368.580000 sec): 3 clusters
  Score: Raw -817548.625848 + Penalty 2895.413616 = -814653.212232
  nChanged 9
		SP:Iteration 33Q (40368.720000 sec): 3 clusters
  Score: Raw -817552.926985 + Penalty 2895.413616 = -814657.513369
  nChanged 6
		SP:Iteration 34Q (40368.880000 sec): 3 clusters
  Score: Raw -817555.421679 + Penalty 2895.413616 = -814660.008063
  nChanged 2
		SP:Iteration 35Q (40369.110000 sec): 3 clusters
  Score: Raw -817556.494209 + Penalty 2895.413616 = -814661.080593
  nChanged 2
		SP:Iteration 36Q (40369.320000 sec): 3 clusters
  Score: Raw -817558.529137 + Penalty 2895.413616 = -814663.115521
  nChanged 2
		SP:Iteration 37Q (40369.530000 sec): 3 clusters
  Score: Raw -817560.043349 + Penalty 2895.413616 = -814664.629733
  nChanged 3
		SP:Iteration 38Q (40369.700000 sec): 3 clusters
  Score: Raw -817562.293620 + Penalty 2895.413616 = -814666.880004
  nChanged 3
		SP:Iteration 39Q (40369.850000 sec): 3 clusters
  Score: Raw -817563.551512 + Penalty 2895.413616 = -814668.137896
  nChanged 1
		SP:Iteration 40F (40370.080000 sec): 3 clusters
  Score: Raw -817564.219739 + Penalty 2895.413616 = -814668.806123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40370.200000 sec): 2 clusters
  Score: Raw -920718.168025 + Penalty 1462.818869 = -919255.349156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40370.470000 sec): 3 clusters
  Score: Raw -916209.912460 + Penalty 2925.637739 = -913284.274721
  nChanged 3448
		SP:Iteration 1F (40370.660000 sec): 3 clusters
  Score: Raw -918086.035383 + Penalty 2925.637739 = -915160.397644
  nChanged 502
		SP:Iteration 2F (40370.870000 sec): 3 clusters
  Score: Raw -918303.967742 + Penalty 2925.637739 = -915378.330003
  nChanged 399
		SP:Iteration 3Q (40371.100000 sec): 3 clusters
  Score: Raw -918445.428187 + Penalty 2925.637739 = -915519.790448
  nChanged 289
		SP:Iteration 4Q (40371.280000 sec): 3 clusters
  Score: Raw -918543.443387 + Penalty 2925.637739 = -915617.805649
  nChanged 256
		SP:Iteration 5Q (40371.430000 sec): 3 clusters
  Score: Raw -918633.129928 + Penalty 2925.637739 = -915707.492189
  nChanged 237
		SP:Iteration 6Q (40371.670000 sec): 3 clusters
  Score: Raw -918710.236847 + Penalty 2925.637739 = -915784.599108
  nChanged 212
		SP:Iteration 7Q (40371.890000 sec): 3 clusters
  Score: Raw -918774.841160 + Penalty 2925.637739 = -915849.203421
  nChanged 181
		SP:Iteration 8Q (40372.090000 sec): 3 clusters
  Score: Raw -918825.159042 + Penalty 2925.637739 = -915899.521303
  nChanged 160
		SP:Iteration 9Q (40372.270000 sec): 3 clusters
  Score: Raw -918869.888927 + Penalty 2925.637739 = -915944.251189
  nChanged 155
		SP:Iteration 10Q (40372.500000 sec): 3 clusters
  Score: Raw -918913.709382 + Penalty 2925.637739 = -915988.071643
  nChanged 171
		SP:Iteration 11Q (40372.700000 sec): 3 clusters
  Score: Raw -918977.606859 + Penalty 2925.637739 = -916051.969120
  nChanged 177
		SP:Iteration 12Q (40372.910000 sec): 3 clusters
  Score: Raw -919044.550790 + Penalty 2925.637739 = -916118.913051
  nChanged 187
		SP:Iteration 13Q (40373.100000 sec): 3 clusters
  Score: Raw -919125.864317 + Penalty 2925.637739 = -916200.226579
  nChanged 198
		SP:Iteration 14Q (40373.300000 sec): 3 clusters
  Score: Raw -919207.845060 + Penalty 2925.637739 = -916282.207321
  nChanged 191
		SP:Iteration 15Q (40373.500000 sec): 3 clusters
  Score: Raw -919289.102680 + Penalty 2925.637739 = -916363.464941
  nChanged 199
		SP:Iteration 16Q (40373.690000 sec): 3 clusters
  Score: Raw -919372.737218 + Penalty 2925.637739 = -916447.099479
  nChanged 196
		SP:Iteration 17Q (40373.960000 sec): 3 clusters
  Score: Raw -919456.082161 + Penalty 2925.637739 = -916530.444423
  nChanged 197
		SP:Iteration 18Q (40374.130000 sec): 3 clusters
  Score: Raw -919541.535940 + Penalty 2925.637739 = -916615.898201
  nChanged 185
		SP:Iteration 19Q (40374.360000 sec): 3 clusters
  Score: Raw -919629.033403 + Penalty 2925.637739 = -916703.395664
  nChanged 180
		SP:Iteration 20F (40374.530000 sec): 3 clusters
  Score: Raw -919735.274902 + Penalty 2925.637739 = -916809.637163
  nChanged 203
		SP:Iteration 21Q (40374.760000 sec): 3 clusters
  Score: Raw -919846.126611 + Penalty 2925.637739 = -916920.488873
  nChanged 190
		SP:Iteration 22Q (40374.950000 sec): 3 clusters
  Score: Raw -919965.875950 + Penalty 2925.637739 = -917040.238212
  nChanged 201
		SP:Iteration 23Q (40375.170000 sec): 3 clusters
  Score: Raw -920084.466592 + Penalty 2925.637739 = -917158.828853
  nChanged 166
		SP:Iteration 24Q (40375.410000 sec): 3 clusters
  Score: Raw -920194.180840 + Penalty 2925.637739 = -917268.543102
  nChanged 157
		SP:Iteration 25Q (40375.610000 sec): 3 clusters
  Score: Raw -920296.384447 + Penalty 2925.637739 = -917370.746708
  nChanged 128
		SP:Iteration 26Q (40375.820000 sec): 3 clusters
  Score: Raw -920371.854148 + Penalty 2925.637739 = -917446.216409
  nChanged 118
		SP:Iteration 27Q (40376.030000 sec): 3 clusters
  Score: Raw -920431.017955 + Penalty 2925.637739 = -917505.380217
  nChanged 83
		SP:Iteration 28Q (40376.290000 sec): 3 clusters
  Score: Raw -920477.007239 + Penalty 2925.637739 = -917551.369500
  nChanged 70
		SP:Iteration 29Q (40376.490000 sec): 3 clusters
  Score: Raw -920510.184454 + Penalty 2925.637739 = -917584.546715
  nChanged 49
		SP:Iteration 30Q (40376.700000 sec): 3 clusters
  Score: Raw -920531.052719 + Penalty 2925.637739 = -917605.414980
  nChanged 44
		SP:Iteration 31Q (40376.910000 sec): 3 clusters
  Score: Raw -920554.407697 + Penalty 2925.637739 = -917628.769958
  nChanged 42
		SP:Iteration 32Q (40377.090000 sec): 3 clusters
  Score: Raw -920574.495520 + Penalty 2925.637739 = -917648.857781
  nChanged 43
		SP:Iteration 33Q (40377.310000 sec): 3 clusters
  Score: Raw -920601.141762 + Penalty 2925.637739 = -917675.504024
  nChanged 53
		SP:Iteration 34Q (40377.430000 sec): 3 clusters
  Score: Raw -920632.404511 + Penalty 2925.637739 = -917706.766773
  nChanged 50
		SP:Iteration 35Q (40377.640000 sec): 3 clusters
  Score: Raw -920664.777588 + Penalty 2925.637739 = -917739.139849
  nChanged 53
		SP:Iteration 36Q (40377.790000 sec): 3 clusters
  Score: Raw -920697.075704 + Penalty 2925.637739 = -917771.437965
  nChanged 40
		SP:Iteration 37Q (40377.940000 sec): 3 clusters
  Score: Raw -920720.781428 + Penalty 2925.637739 = -917795.143689
  nChanged 41
		SP:Iteration 38Q (40378.190000 sec): 3 clusters
  Score: Raw -920749.501502 + Penalty 2925.637739 = -917823.863763
  nChanged 32
		SP:Iteration 39Q (40378.350000 sec): 3 clusters
  Score: Raw -920770.980501 + Penalty 2925.637739 = -917845.342762
  nChanged 27
		SP:Iteration 40F (40378.540000 sec): 3 clusters
  Score: Raw -920788.634193 + Penalty 2925.637739 = -917862.996455
  nChanged 26
		SP:Iteration 41Q (40378.750000 sec): 3 clusters
  Score: Raw -920804.265537 + Penalty 2925.637739 = -917878.627799
  nChanged 15
		SP:Iteration 42Q (40379.020000 sec): 3 clusters
  Score: Raw -920813.426201 + Penalty 2925.637739 = -917887.788462
  nChanged 11
		SP:Iteration 43Q (40379.230000 sec): 3 clusters
  Score: Raw -920822.213983 + Penalty 2925.637739 = -917896.576245
  nChanged 8
		SP:Iteration 44Q (40379.410000 sec): 3 clusters
  Score: Raw -920827.404067 + Penalty 2925.637739 = -917901.766329
  nChanged 9
		SP:Iteration 45Q (40379.630000 sec): 3 clusters
  Score: Raw -920833.388613 + Penalty 2925.637739 = -917907.750874
  nChanged 6
		SP:Iteration 46Q (40379.780000 sec): 3 clusters
  Score: Raw -920835.876494 + Penalty 2925.637739 = -917910.238756
  nChanged 3
		SP:Iteration 47Q (40379.960000 sec): 3 clusters
  Score: Raw -920837.110182 + Penalty 2925.637739 = -917911.472443
  nChanged 2
		SP:Iteration 48Q (40380.180000 sec): 3 clusters
  Score: Raw -920837.968878 + Penalty 2925.637739 = -917912.331139
  nChanged 1
		SP:Iteration 49Q (40380.410000 sec): 3 clusters
  Score: Raw -920838.279889 + Penalty 2925.637739 = -917912.642151
  nChanged 1
		SP:Iteration 50Q (40380.590000 sec): 3 clusters
  Score: Raw -920838.480096 + Penalty 2925.637739 = -917912.842357
  nChanged 0
		SP:Iteration 51F (40380.800000 sec): 3 clusters
  Score: Raw -920838.480096 + Penalty 2925.637739 = -917912.842357
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40380.900000 sec): 2 clusters
  Score: Raw -1059116.991041 + Penalty 1488.516113 = -1057628.474929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40381.130000 sec): 3 clusters
  Score: Raw -1053734.975188 + Penalty 2977.032226 = -1050757.942962
  nChanged 4064
		SP:Iteration 1F (40381.330000 sec): 3 clusters
  Score: Raw -1055940.352274 + Penalty 2977.032226 = -1052963.320048
  nChanged 530
		SP:Iteration 2F (40381.570000 sec): 3 clusters
  Score: Raw -1056145.295001 + Penalty 2977.032226 = -1053168.262776
  nChanged 412
		SP:Iteration 3Q (40381.790000 sec): 3 clusters
  Score: Raw -1056296.449211 + Penalty 2977.032226 = -1053319.416986
  nChanged 365
		SP:Iteration 4Q (40381.970000 sec): 3 clusters
  Score: Raw -1056427.429223 + Penalty 2977.032226 = -1053450.396997
  nChanged 327
		SP:Iteration 5Q (40382.230000 sec): 3 clusters
  Score: Raw -1056540.192245 + Penalty 2977.032226 = -1053563.160019
  nChanged 278
		SP:Iteration 6Q (40382.420000 sec): 3 clusters
  Score: Raw -1056639.163666 + Penalty 2977.032226 = -1053662.131440
  nChanged 265
		SP:Iteration 7Q (40382.600000 sec): 3 clusters
  Score: Raw -1056732.183897 + Penalty 2977.032226 = -1053755.151671
  nChanged 262
		SP:Iteration 8Q (40382.790000 sec): 3 clusters
  Score: Raw -1056827.679138 + Penalty 2977.032226 = -1053850.646912
  nChanged 268
		SP:Iteration 9Q (40382.970000 sec): 3 clusters
  Score: Raw -1056939.186087 + Penalty 2977.032226 = -1053962.153861
  nChanged 279
		SP:Iteration 10Q (40383.230000 sec): 3 clusters
  Score: Raw -1057045.688560 + Penalty 2977.032226 = -1054068.656334
  nChanged 268
		SP:Iteration 11Q (40383.440000 sec): 3 clusters
  Score: Raw -1057171.697840 + Penalty 2977.032226 = -1054194.665615
  nChanged 291
		SP:Iteration 12Q (40383.590000 sec): 3 clusters
  Score: Raw -1057330.911729 + Penalty 2977.032226 = -1054353.879504
  nChanged 330
		SP:Iteration 13Q (40383.840000 sec): 3 clusters
  Score: Raw -1057548.104435 + Penalty 2977.032226 = -1054571.072209
  nChanged 344
		SP:Iteration 14Q (40384.090000 sec): 3 clusters
  Score: Raw -1057800.305241 + Penalty 2977.032226 = -1054823.273016
  nChanged 378
		SP:Iteration 15Q (40384.340000 sec): 3 clusters
  Score: Raw -1058065.682965 + Penalty 2977.032226 = -1055088.650740
  nChanged 315
		SP:Iteration 16Q (40384.580000 sec): 3 clusters
  Score: Raw -1058251.909922 + Penalty 2977.032226 = -1055274.877697
  nChanged 243
		SP:Iteration 17Q (40384.800000 sec): 3 clusters
  Score: Raw -1058384.262939 + Penalty 2977.032226 = -1055407.230713
  nChanged 202
		SP:Iteration 18Q (40384.990000 sec): 3 clusters
  Score: Raw -1058480.676232 + Penalty 2977.032226 = -1055503.644006
  nChanged 161
		SP:Iteration 19Q (40385.210000 sec): 3 clusters
  Score: Raw -1058560.128343 + Penalty 2977.032226 = -1055583.096117
  nChanged 146
		SP:Iteration 20F (40385.380000 sec): 3 clusters
  Score: Raw -1058623.733820 + Penalty 2977.032226 = -1055646.701594
  nChanged 134
		SP:Iteration 21Q (40385.630000 sec): 3 clusters
  Score: Raw -1058675.144540 + Penalty 2977.032226 = -1055698.112314
  nChanged 114
		SP:Iteration 22Q (40385.860000 sec): 3 clusters
  Score: Raw -1058718.394822 + Penalty 2977.032226 = -1055741.362596
  nChanged 98
		SP:Iteration 23Q (40386.080000 sec): 3 clusters
  Score: Raw -1058764.578943 + Penalty 2977.032226 = -1055787.546718
  nChanged 101
		SP:Iteration 24Q (40386.300000 sec): 3 clusters
  Score: Raw -1058809.914266 + Penalty 2977.032226 = -1055832.882040
  nChanged 90
		SP:Iteration 25Q (40386.570000 sec): 3 clusters
  Score: Raw -1058843.761821 + Penalty 2977.032226 = -1055866.729596
  nChanged 75
		SP:Iteration 26Q (40386.750000 sec): 3 clusters
  Score: Raw -1058871.660056 + Penalty 2977.032226 = -1055894.627830
  nChanged 82
		SP:Iteration 27Q (40387.030000 sec): 3 clusters
  Score: Raw -1058909.585076 + Penalty 2977.032226 = -1055932.552850
  nChanged 72
		SP:Iteration 28Q (40387.190000 sec): 3 clusters
  Score: Raw -1058944.138809 + Penalty 2977.032226 = -1055967.106584
  nChanged 71
		SP:Iteration 29Q (40387.410000 sec): 3 clusters
  Score: Raw -1058971.437387 + Penalty 2977.032226 = -1055994.405161
  nChanged 52
		SP:Iteration 30Q (40387.650000 sec): 3 clusters
  Score: Raw -1058992.018267 + Penalty 2977.032226 = -1056014.986042
  nChanged 40
		SP:Iteration 31Q (40387.880000 sec): 3 clusters
  Score: Raw -1059005.739098 + Penalty 2977.032226 = -1056028.706873
  nChanged 42
		SP:Iteration 32Q (40388.090000 sec): 3 clusters
  Score: Raw -1059021.050908 + Penalty 2977.032226 = -1056044.018683
  nChanged 45
		SP:Iteration 33Q (40388.300000 sec): 3 clusters
  Score: Raw -1059040.152409 + Penalty 2977.032226 = -1056063.120184
  nChanged 46
		SP:Iteration 34Q (40388.500000 sec): 3 clusters
  Score: Raw -1059054.056609 + Penalty 2977.032226 = -1056077.024383
  nChanged 29
		SP:Iteration 35Q (40388.690000 sec): 3 clusters
  Score: Raw -1059065.176259 + Penalty 2977.032226 = -1056088.144033
  nChanged 29
		SP:Iteration 36Q (40388.890000 sec): 3 clusters
  Score: Raw -1059076.725658 + Penalty 2977.032226 = -1056099.693433
  nChanged 24
		SP:Iteration 37Q (40389.140000 sec): 3 clusters
  Score: Raw -1059083.955570 + Penalty 2977.032226 = -1056106.923345
  nChanged 18
		SP:Iteration 38Q (40389.320000 sec): 3 clusters
  Score: Raw -1059089.615583 + Penalty 2977.032226 = -1056112.583357
  nChanged 13
		SP:Iteration 39Q (40389.520000 sec): 3 clusters
  Score: Raw -1059093.026057 + Penalty 2977.032226 = -1056115.993831
  nChanged 11
		SP:Iteration 40F (40389.730000 sec): 3 clusters
  Score: Raw -1059097.372949 + Penalty 2977.032226 = -1056120.340724
  nChanged 18
		SP:Iteration 41Q (40389.920000 sec): 3 clusters
  Score: Raw -1059104.246152 + Penalty 2977.032226 = -1056127.213927
  nChanged 22
		SP:Iteration 42Q (40390.140000 sec): 3 clusters
  Score: Raw -1059110.671746 + Penalty 2977.032226 = -1056133.639520
  nChanged 19
		SP:Iteration 43Q (40390.340000 sec): 3 clusters
  Score: Raw -1059116.312046 + Penalty 2977.032226 = -1056139.279820
  nChanged 14
		SP:Iteration 44Q (40390.550000 sec): 3 clusters
  Score: Raw -1059121.003679 + Penalty 2977.032226 = -1056143.971454
  nChanged 16
		SP:Iteration 45Q (40390.780000 sec): 3 clusters
  Score: Raw -1059125.820122 + Penalty 2977.032226 = -1056148.787896
  nChanged 16
		SP:Iteration 46Q (40390.950000 sec): 3 clusters
  Score: Raw -1059131.178151 + Penalty 2977.032226 = -1056154.145925
  nChanged 19
		SP:Iteration 47Q (40391.200000 sec): 3 clusters
  Score: Raw -1059138.778180 + Penalty 2977.032226 = -1056161.745954
  nChanged 18
		SP:Iteration 48Q (40391.410000 sec): 3 clusters
  Score: Raw -1059145.504022 + Penalty 2977.032226 = -1056168.471796
  nChanged 19
		SP:Iteration 49Q (40391.620000 sec): 3 clusters
  Score: Raw -1059154.533585 + Penalty 2977.032226 = -1056177.501359
  nChanged 28
		SP:Iteration 50Q (40391.800000 sec): 3 clusters
  Score: Raw -1059164.641266 + Penalty 2977.032226 = -1056187.609040
  nChanged 24
		SP:Iteration 51Q (40391.990000 sec): 3 clusters
  Score: Raw -1059175.886503 + Penalty 2977.032226 = -1056198.854277
  nChanged 26
		SP:Iteration 52Q (40392.190000 sec): 3 clusters
  Score: Raw -1059185.661442 + Penalty 2977.032226 = -1056208.629216
  nChanged 19
		SP:Iteration 53Q (40392.380000 sec): 3 clusters
  Score: Raw -1059193.829048 + Penalty 2977.032226 = -1056216.796822
  nChanged 16
		SP:Iteration 54Q (40392.620000 sec): 3 clusters
  Score: Raw -1059199.271707 + Penalty 2977.032226 = -1056222.239481
  nChanged 14
		SP:Iteration 55Q (40392.820000 sec): 3 clusters
  Score: Raw -1059204.718620 + Penalty 2977.032226 = -1056227.686394
  nChanged 13
		SP:Iteration 56Q (40393.040000 sec): 3 clusters
  Score: Raw -1059210.323865 + Penalty 2977.032226 = -1056233.291640
  nChanged 14
		SP:Iteration 57Q (40393.290000 sec): 3 clusters
  Score: Raw -1059215.141030 + Penalty 2977.032226 = -1056238.108804
  nChanged 8
		SP:Iteration 58Q (40393.450000 sec): 3 clusters
  Score: Raw -1059218.243447 + Penalty 2977.032226 = -1056241.211222
  nChanged 7
		SP:Iteration 59Q (40393.630000 sec): 3 clusters
  Score: Raw -1059220.702163 + Penalty 2977.032226 = -1056243.669937
  nChanged 6
		SP:Iteration 60F (40393.830000 sec): 3 clusters
  Score: Raw -1059222.904456 + Penalty 2977.032226 = -1056245.872230
  nChanged 3
		SP:Iteration 61Q (40394.050000 sec): 3 clusters
  Score: Raw -1059223.874837 + Penalty 2977.032226 = -1056246.842611
  nChanged 2
		SP:Iteration 62Q (40394.270000 sec): 3 clusters
  Score: Raw -1059224.442934 + Penalty 2977.032226 = -1056247.410709
  nChanged 0
		SP:Iteration 63F (40394.460000 sec): 3 clusters
  Score: Raw -1059224.442934 + Penalty 2977.032226 = -1056247.410709
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (10922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40394.560000 sec): 2 clusters
  Score: Raw -1221469.976578 + Penalty 1511.011837 = -1219958.964741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40394.710000 sec): 3 clusters
  Score: Raw -1215238.451553 + Penalty 3022.023674 = -1212216.427879
  nChanged 4733
		SP:Iteration 1F (40394.890000 sec): 3 clusters
  Score: Raw -1217781.689648 + Penalty 3022.023674 = -1214759.665973
  nChanged 665
		SP:Iteration 2F (40395.100000 sec): 3 clusters
  Score: Raw -1218093.373660 + Penalty 3022.023674 = -1215071.349986
  nChanged 624
		SP:Iteration 3F (40395.280000 sec): 3 clusters
  Score: Raw -1218382.902558 + Penalty 3022.023674 = -1215360.878884
  nChanged 602
		SP:Iteration 4F (40395.440000 sec): 3 clusters
  Score: Raw -1218663.393951 + Penalty 3022.023674 = -1215641.370277
  nChanged 539
		SP:Iteration 5Q (40395.600000 sec): 3 clusters
  Score: Raw -1218906.362505 + Penalty 3022.023674 = -1215884.338831
  nChanged 488
		SP:Iteration 6Q (40395.840000 sec): 3 clusters
  Score: Raw -1219130.218153 + Penalty 3022.023674 = -1216108.194478
  nChanged 461
		SP:Iteration 7Q (40396.040000 sec): 3 clusters
  Score: Raw -1219351.959176 + Penalty 3022.023674 = -1216329.935502
  nChanged 455
		SP:Iteration 8Q (40396.250000 sec): 3 clusters
  Score: Raw -1219601.822020 + Penalty 3022.023674 = -1216579.798345
  nChanged 451
		SP:Iteration 9Q (40396.470000 sec): 3 clusters
  Score: Raw -1219864.650095 + Penalty 3022.023674 = -1216842.626421
  nChanged 426
		SP:Iteration 10Q (40396.690000 sec): 3 clusters
  Score: Raw -1220132.003197 + Penalty 3022.023674 = -1217109.979523
  nChanged 388
		SP:Iteration 11Q (40396.900000 sec): 3 clusters
  Score: Raw -1220395.819142 + Penalty 3022.023674 = -1217373.795468
  nChanged 377
		SP:Iteration 12Q (40397.090000 sec): 3 clusters
  Score: Raw -1220650.416967 + Penalty 3022.023674 = -1217628.393292
  nChanged 316
		SP:Iteration 13Q (40397.300000 sec): 3 clusters
  Score: Raw -1220904.158045 + Penalty 3022.023674 = -1217882.134370
  nChanged 274
		SP:Iteration 14Q (40397.500000 sec): 3 clusters
  Score: Raw -1221149.938871 + Penalty 3022.023674 = -1218127.915197
  nChanged 220
		SP:Iteration 15Q (40397.740000 sec): 3 clusters
  Score: Raw -1221376.733050 + Penalty 3022.023674 = -1218354.709376
  nChanged 162
		SP:Iteration 16Q (40397.940000 sec): 3 clusters
  Score: Raw -1221561.575141 + Penalty 3022.023674 = -1218539.551467
  nChanged 115
		SP:Iteration 17Q (40398.140000 sec): 3 clusters
  Score: Raw -1221695.470265 + Penalty 3022.023674 = -1218673.446590
  nChanged 79
		SP:Iteration 18Q (40398.340000 sec): 3 clusters
  Score: Raw -1221779.451904 + Penalty 3022.023674 = -1218757.428229
  nChanged 55
		SP:Iteration 19Q (40398.530000 sec): 3 clusters
  Score: Raw -1221821.657509 + Penalty 3022.023674 = -1218799.633835
  nChanged 49
		SP:Iteration 20F (40398.740000 sec): 3 clusters
  Score: Raw -1221851.063638 + Penalty 3022.023674 = -1218829.039964
  nChanged 35
		SP:Iteration 21Q (40398.960000 sec): 3 clusters
  Score: Raw -1221875.500761 + Penalty 3022.023674 = -1218853.477087
  nChanged 32
		SP:Iteration 22Q (40399.190000 sec): 3 clusters
  Score: Raw -1221896.430165 + Penalty 3022.023674 = -1218874.406490
  nChanged 32
		SP:Iteration 23Q (40399.390000 sec): 3 clusters
  Score: Raw -1221913.954281 + Penalty 3022.023674 = -1218891.930606
  nChanged 20
		SP:Iteration 24Q (40399.600000 sec): 3 clusters
  Score: Raw -1221925.402715 + Penalty 3022.023674 = -1218903.379041
  nChanged 13
		SP:Iteration 25Q (40399.780000 sec): 3 clusters
  Score: Raw -1221933.937839 + Penalty 3022.023674 = -1218911.914164
  nChanged 11
		SP:Iteration 26Q (40399.960000 sec): 3 clusters
  Score: Raw -1221939.994490 + Penalty 3022.023674 = -1218917.970816
  nChanged 4
		SP:Iteration 27Q (40400.120000 sec): 3 clusters
  Score: Raw -1221941.128446 + Penalty 3022.023674 = -1218919.104771
  nChanged 2
		SP:Iteration 28Q (40400.300000 sec): 3 clusters
  Score: Raw -1221941.646629 + Penalty 3022.023674 = -1218919.622955
  nChanged 4
		SP:Iteration 29Q (40400.470000 sec): 3 clusters
  Score: Raw -1221942.328383 + Penalty 3022.023674 = -1218920.304709
  nChanged 1
		SP:Iteration 30Q (40400.680000 sec): 3 clusters
  Score: Raw -1221942.482913 + Penalty 3022.023674 = -1218920.459239
  nChanged 0
		SP:Iteration 31F (40400.900000 sec): 3 clusters
  Score: Raw -1221942.482913 + Penalty 3022.023674 = -1218920.459239
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40401.000000 sec): 2 clusters
  Score: Raw -918177.547072 + Penalty 1467.669387 = -916709.877684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40401.230000 sec): 3 clusters
  Score: Raw -913596.492136 + Penalty 2935.338774 = -910661.153361
  nChanged 3499
		SP:Iteration 1F (40401.470000 sec): 3 clusters
  Score: Raw -915421.968842 + Penalty 2935.338774 = -912486.630068
  nChanged 503
		SP:Iteration 2F (40401.640000 sec): 3 clusters
  Score: Raw -915638.331125 + Penalty 2935.338774 = -912702.992350
  nChanged 417
		SP:Iteration 3Q (40401.840000 sec): 3 clusters
  Score: Raw -915803.947909 + Penalty 2935.338774 = -912868.609135
  nChanged 355
		SP:Iteration 4Q (40402.100000 sec): 3 clusters
  Score: Raw -915961.059346 + Penalty 2935.338774 = -913025.720572
  nChanged 368
		SP:Iteration 5Q (40402.300000 sec): 3 clusters
  Score: Raw -916159.583935 + Penalty 2935.338774 = -913224.245160
  nChanged 439
		SP:Iteration 6F (40402.480000 sec): 3 clusters
  Score: Raw -916431.572343 + Penalty 2935.338774 = -913496.233569
  nChanged 495
		SP:Iteration 7F (40402.730000 sec): 3 clusters
  Score: Raw -916783.298023 + Penalty 2935.338774 = -913847.959249
  nChanged 514
		SP:Iteration 8F (40402.940000 sec): 3 clusters
  Score: Raw -917176.564472 + Penalty 2935.338774 = -914241.225698
  nChanged 478
		SP:Iteration 9F (40403.140000 sec): 3 clusters
  Score: Raw -917499.526012 + Penalty 2935.338774 = -914564.187238
  nChanged 371
		SP:Iteration 10Q (40403.340000 sec): 3 clusters
  Score: Raw -917736.537400 + Penalty 2935.338774 = -914801.198626
  nChanged 294
		SP:Iteration 11Q (40403.520000 sec): 3 clusters
  Score: Raw -917893.956596 + Penalty 2935.338774 = -914958.617822
  nChanged 194
		SP:Iteration 12Q (40403.760000 sec): 3 clusters
  Score: Raw -917976.378709 + Penalty 2935.338774 = -915041.039935
  nChanged 144
		SP:Iteration 13Q (40403.940000 sec): 3 clusters
  Score: Raw -918030.919007 + Penalty 2935.338774 = -915095.580233
  nChanged 111
		SP:Iteration 14Q (40404.110000 sec): 3 clusters
  Score: Raw -918071.632010 + Penalty 2935.338774 = -915136.293236
  nChanged 87
		SP:Iteration 15Q (40404.280000 sec): 3 clusters
  Score: Raw -918100.669963 + Penalty 2935.338774 = -915165.331189
  nChanged 66
		SP:Iteration 16Q (40404.490000 sec): 3 clusters
  Score: Raw -918120.959662 + Penalty 2935.338774 = -915185.620888
  nChanged 57
		SP:Iteration 17Q (40404.690000 sec): 3 clusters
  Score: Raw -918139.135234 + Penalty 2935.338774 = -915203.796460
  nChanged 48
		SP:Iteration 18Q (40404.880000 sec): 3 clusters
  Score: Raw -918155.608735 + Penalty 2935.338774 = -915220.269960
  nChanged 43
		SP:Iteration 19Q (40405.090000 sec): 3 clusters
  Score: Raw -918171.269233 + Penalty 2935.338774 = -915235.930458
  nChanged 47
		SP:Iteration 20F (40405.290000 sec): 3 clusters
  Score: Raw -918186.934106 + Penalty 2935.338774 = -915251.595332
  nChanged 35
		SP:Iteration 21Q (40405.530000 sec): 3 clusters
  Score: Raw -918195.527554 + Penalty 2935.338774 = -915260.188780
  nChanged 25
		SP:Iteration 22Q (40405.730000 sec): 3 clusters
  Score: Raw -918202.944016 + Penalty 2935.338774 = -915267.605241
  nChanged 30
		SP:Iteration 23Q (40405.940000 sec): 3 clusters
  Score: Raw -918211.753581 + Penalty 2935.338774 = -915276.414807
  nChanged 21
		SP:Iteration 24Q (40406.120000 sec): 3 clusters
  Score: Raw -918217.122267 + Penalty 2935.338774 = -915281.783493
  nChanged 22
		SP:Iteration 25Q (40406.290000 sec): 3 clusters
  Score: Raw -918223.716299 + Penalty 2935.338774 = -915288.377524
  nChanged 26
		SP:Iteration 26Q (40406.500000 sec): 3 clusters
  Score: Raw -918230.933293 + Penalty 2935.338774 = -915295.594518
  nChanged 22
		SP:Iteration 27Q (40406.680000 sec): 3 clusters
  Score: Raw -918237.211549 + Penalty 2935.338774 = -915301.872775
  nChanged 21
		SP:Iteration 28Q (40406.860000 sec): 3 clusters
  Score: Raw -918243.173773 + Penalty 2935.338774 = -915307.834998
  nChanged 20
		SP:Iteration 29Q (40407.040000 sec): 3 clusters
  Score: Raw -918249.196071 + Penalty 2935.338774 = -915313.857296
  nChanged 22
		SP:Iteration 30Q (40407.270000 sec): 3 clusters
  Score: Raw -918256.853447 + Penalty 2935.338774 = -915321.514673
  nChanged 33
		SP:Iteration 31Q (40407.420000 sec): 3 clusters
  Score: Raw -918267.029228 + Penalty 2935.338774 = -915331.690453
  nChanged 25
		SP:Iteration 32Q (40407.650000 sec): 3 clusters
  Score: Raw -918275.036338 + Penalty 2935.338774 = -915339.697564
  nChanged 19
		SP:Iteration 33Q (40407.870000 sec): 3 clusters
  Score: Raw -918281.412174 + Penalty 2935.338774 = -915346.073400
  nChanged 29
		SP:Iteration 34Q (40408.090000 sec): 3 clusters
  Score: Raw -918292.231237 + Penalty 2935.338774 = -915356.892462
  nChanged 23
		SP:Iteration 35Q (40408.270000 sec): 3 clusters
  Score: Raw -918300.178797 + Penalty 2935.338774 = -915364.840022
  nChanged 12
		SP:Iteration 36Q (40408.530000 sec): 3 clusters
  Score: Raw -918303.972286 + Penalty 2935.338774 = -915368.633512
  nChanged 15
		SP:Iteration 37Q (40408.770000 sec): 3 clusters
  Score: Raw -918309.027811 + Penalty 2935.338774 = -915373.689036
  nChanged 15
		SP:Iteration 38Q (40408.980000 sec): 3 clusters
  Score: Raw -918314.594871 + Penalty 2935.338774 = -915379.256096
  nChanged 13
		SP:Iteration 39Q (40409.210000 sec): 3 clusters
  Score: Raw -918318.582937 + Penalty 2935.338774 = -915383.244163
  nChanged 7
		SP:Iteration 40F (40409.380000 sec): 3 clusters
  Score: Raw -918320.812781 + Penalty 2935.338774 = -915385.474007
  nChanged 8
		SP:Iteration 41Q (40409.600000 sec): 3 clusters
  Score: Raw -918323.014971 + Penalty 2935.338774 = -915387.676196
  nChanged 8
		SP:Iteration 42Q (40409.820000 sec): 3 clusters
  Score: Raw -918325.635093 + Penalty 2935.338774 = -915390.296318
  nChanged 9
		SP:Iteration 43Q (40410.020000 sec): 3 clusters
  Score: Raw -918329.293575 + Penalty 2935.338774 = -915393.954800
  nChanged 13
		SP:Iteration 44Q (40410.260000 sec): 3 clusters
  Score: Raw -918333.617354 + Penalty 2935.338774 = -915398.278580
  nChanged 10
		SP:Iteration 45Q (40410.450000 sec): 3 clusters
  Score: Raw -918339.138829 + Penalty 2935.338774 = -915403.800054
  nChanged 15
		SP:Iteration 46Q (40410.660000 sec): 3 clusters
  Score: Raw -918343.878417 + Penalty 2935.338774 = -915408.539643
  nChanged 8
		SP:Iteration 47Q (40410.910000 sec): 3 clusters
  Score: Raw -918346.957117 + Penalty 2935.338774 = -915411.618342
  nChanged 8
		SP:Iteration 48Q (40411.100000 sec): 3 clusters
  Score: Raw -918349.412919 + Penalty 2935.338774 = -915414.074145
  nChanged 7
		SP:Iteration 49Q (40411.320000 sec): 3 clusters
  Score: Raw -918351.403447 + Penalty 2935.338774 = -915416.064673
  nChanged 8
		SP:Iteration 50Q (40411.530000 sec): 3 clusters
  Score: Raw -918353.750401 + Penalty 2935.338774 = -915418.411626
  nChanged 9
		SP:Iteration 51Q (40411.740000 sec): 3 clusters
  Score: Raw -918356.306926 + Penalty 2935.338774 = -915420.968152
  nChanged 5
		SP:Iteration 52Q (40411.990000 sec): 3 clusters
  Score: Raw -918357.865980 + Penalty 2935.338774 = -915422.527205
  nChanged 6
		SP:Iteration 53Q (40412.200000 sec): 3 clusters
  Score: Raw -918359.845644 + Penalty 2935.338774 = -915424.506870
  nChanged 4
		SP:Iteration 54Q (40412.400000 sec): 3 clusters
  Score: Raw -918360.792025 + Penalty 2935.338774 = -915425.453251
  nChanged 3
		SP:Iteration 55Q (40412.610000 sec): 3 clusters
  Score: Raw -918361.584822 + Penalty 2935.338774 = -915426.246048
  nChanged 2
		SP:Iteration 56Q (40412.830000 sec): 3 clusters
  Score: Raw -918362.534714 + Penalty 2935.338774 = -915427.195940
  nChanged 2
		SP:Iteration 57Q (40413.060000 sec): 3 clusters
  Score: Raw -918363.421407 + Penalty 2935.338774 = -915428.082633
  nChanged 3
		SP:Iteration 58Q (40413.250000 sec): 3 clusters
  Score: Raw -918364.735981 + Penalty 2935.338774 = -915429.397207
  nChanged 3
		SP:Iteration 59Q (40413.410000 sec): 3 clusters
  Score: Raw -918366.747310 + Penalty 2935.338774 = -915431.408535
  nChanged 9
		SP:Iteration 60F (40413.580000 sec): 3 clusters
  Score: Raw -918369.785475 + Penalty 2935.338774 = -915434.446700
  nChanged 5
		SP:Iteration 61Q (40413.790000 sec): 3 clusters
  Score: Raw -918372.073252 + Penalty 2935.338774 = -915436.734478
  nChanged 7
		SP:Iteration 62Q (40414.010000 sec): 3 clusters
  Score: Raw -918373.845022 + Penalty 2935.338774 = -915438.506248
  nChanged 4
		SP:Iteration 63Q (40414.220000 sec): 3 clusters
  Score: Raw -918375.032309 + Penalty 2935.338774 = -915439.693534
  nChanged 0
		SP:Iteration 64F (40414.420000 sec): 3 clusters
  Score: Raw -918375.032309 + Penalty 2935.338774 = -915439.693534
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40414.540000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40414.680000 sec): 3 clusters
  Score: Raw -639545.503462 + Penalty 2822.320359 = -636723.183103
  nChanged 2435
		SP:Iteration 1F (40414.860000 sec): 3 clusters
  Score: Raw -640840.858889 + Penalty 2822.320359 = -638018.538530
  nChanged 458
		SP:Iteration 2F (40415.050000 sec): 3 clusters
  Score: Raw -641095.438271 + Penalty 2822.320359 = -638273.117912
  nChanged 373
		SP:Iteration 3F (40415.180000 sec): 3 clusters
  Score: Raw -641344.167261 + Penalty 2822.320359 = -638521.846902
  nChanged 370
		SP:Iteration 4F (40415.360000 sec): 3 clusters
  Score: Raw -641631.857750 + Penalty 2822.320359 = -638809.537391
  nChanged 367
		SP:Iteration 5F (40415.520000 sec): 3 clusters
  Score: Raw -641973.028650 + Penalty 2822.320359 = -639150.708291
  nChanged 377
		SP:Iteration 6F (40415.720000 sec): 3 clusters
  Score: Raw -642279.135059 + Penalty 2822.320359 = -639456.814700
  nChanged 320
		SP:Iteration 7F (40415.930000 sec): 3 clusters
  Score: Raw -642484.643297 + Penalty 2822.320359 = -639662.322937
  nChanged 262
		SP:Iteration 8Q (40416.130000 sec): 3 clusters
  Score: Raw -642643.537641 + Penalty 2822.320359 = -639821.217282
  nChanged 187
		SP:Iteration 9Q (40416.330000 sec): 3 clusters
  Score: Raw -642748.488974 + Penalty 2822.320359 = -639926.168615
  nChanged 150
		SP:Iteration 10Q (40416.500000 sec): 3 clusters
  Score: Raw -642828.394415 + Penalty 2822.320359 = -640006.074056
  nChanged 118
		SP:Iteration 11Q (40416.700000 sec): 3 clusters
  Score: Raw -642897.545508 + Penalty 2822.320359 = -640075.225149
  nChanged 94
		SP:Iteration 12Q (40416.910000 sec): 3 clusters
  Score: Raw -642953.067306 + Penalty 2822.320359 = -640130.746947
  nChanged 79
		SP:Iteration 13Q (40417.140000 sec): 3 clusters
  Score: Raw -642994.834716 + Penalty 2822.320359 = -640172.514357
  nChanged 74
		SP:Iteration 14Q (40417.330000 sec): 3 clusters
  Score: Raw -643026.952236 + Penalty 2822.320359 = -640204.631876
  nChanged 58
		SP:Iteration 15Q (40417.510000 sec): 3 clusters
  Score: Raw -643047.751393 + Penalty 2822.320359 = -640225.431033
  nChanged 42
		SP:Iteration 16Q (40417.690000 sec): 3 clusters
  Score: Raw -643061.938719 + Penalty 2822.320359 = -640239.618360
  nChanged 37
		SP:Iteration 17Q (40417.910000 sec): 3 clusters
  Score: Raw -643075.473477 + Penalty 2822.320359 = -640253.153118
  nChanged 30
		SP:Iteration 18Q (40418.110000 sec): 3 clusters
  Score: Raw -643085.080632 + Penalty 2822.320359 = -640262.760273
  nChanged 29
		SP:Iteration 19Q (40418.320000 sec): 3 clusters
  Score: Raw -643094.220852 + Penalty 2822.320359 = -640271.900492
  nChanged 30
		SP:Iteration 20F (40418.530000 sec): 3 clusters
  Score: Raw -643106.501237 + Penalty 2822.320359 = -640284.180878
  nChanged 25
		SP:Iteration 21Q (40418.740000 sec): 3 clusters
  Score: Raw -643117.181565 + Penalty 2822.320359 = -640294.861206
  nChanged 26
		SP:Iteration 22Q (40418.910000 sec): 3 clusters
  Score: Raw -643127.560573 + Penalty 2822.320359 = -640305.240214
  nChanged 29
		SP:Iteration 23Q (40419.080000 sec): 3 clusters
  Score: Raw -643142.716804 + Penalty 2822.320359 = -640320.396445
  nChanged 37
		SP:Iteration 24Q (40419.300000 sec): 3 clusters
  Score: Raw -643157.780579 + Penalty 2822.320359 = -640335.460220
  nChanged 26
		SP:Iteration 25Q (40419.490000 sec): 3 clusters
  Score: Raw -643165.373790 + Penalty 2822.320359 = -640343.053431
  nChanged 25
		SP:Iteration 26Q (40419.650000 sec): 3 clusters
  Score: Raw -643173.303212 + Penalty 2822.320359 = -640350.982853
  nChanged 24
		SP:Iteration 27Q (40419.840000 sec): 3 clusters
  Score: Raw -643184.566972 + Penalty 2822.320359 = -640362.246613
  nChanged 24
		SP:Iteration 28Q (40420.030000 sec): 3 clusters
  Score: Raw -643194.632287 + Penalty 2822.320359 = -640372.311928
  nChanged 24
		SP:Iteration 29Q (40420.180000 sec): 3 clusters
  Score: Raw -643208.108510 + Penalty 2822.320359 = -640385.788151
  nChanged 26
		SP:Iteration 30Q (40420.340000 sec): 3 clusters
  Score: Raw -643221.607633 + Penalty 2822.320359 = -640399.287274
  nChanged 24
		SP:Iteration 31Q (40420.490000 sec): 3 clusters
  Score: Raw -643231.257868 + Penalty 2822.320359 = -640408.937509
  nChanged 23
		SP:Iteration 32Q (40420.710000 sec): 3 clusters
  Score: Raw -643239.567656 + Penalty 2822.320359 = -640417.247297
  nChanged 17
		SP:Iteration 33Q (40420.860000 sec): 3 clusters
  Score: Raw -643243.837001 + Penalty 2822.320359 = -640421.516642
  nChanged 12
		SP:Iteration 34Q (40421.040000 sec): 3 clusters
  Score: Raw -643247.033370 + Penalty 2822.320359 = -640424.713011
  nChanged 8
		SP:Iteration 35Q (40421.260000 sec): 3 clusters
  Score: Raw -643249.806240 + Penalty 2822.320359 = -640427.485880
  nChanged 10
		SP:Iteration 36Q (40421.450000 sec): 3 clusters
  Score: Raw -643252.820325 + Penalty 2822.320359 = -640430.499966
  nChanged 7
		SP:Iteration 37Q (40421.670000 sec): 3 clusters
  Score: Raw -643254.297059 + Penalty 2822.320359 = -640431.976700
  nChanged 5
		SP:Iteration 38Q (40421.880000 sec): 3 clusters
  Score: Raw -643255.695494 + Penalty 2822.320359 = -640433.375135
  nChanged 2
		SP:Iteration 39Q (40422.080000 sec): 3 clusters
  Score: Raw -643256.268049 + Penalty 2822.320359 = -640433.947690
  nChanged 4
		SP:Iteration 40F (40422.290000 sec): 3 clusters
  Score: Raw -643257.412313 + Penalty 2822.320359 = -640435.091954
  nChanged 5
		SP:Iteration 41Q (40422.470000 sec): 3 clusters
  Score: Raw -643258.421449 + Penalty 2822.320359 = -640436.101089
  nChanged 3
		SP:Iteration 42Q (40422.700000 sec): 3 clusters
  Score: Raw -643259.454145 + Penalty 2822.320359 = -640437.133786
  nChanged 9
		SP:Iteration 43Q (40422.870000 sec): 3 clusters
  Score: Raw -643262.162285 + Penalty 2822.320359 = -640439.841925
  nChanged 5
		SP:Iteration 44Q (40423.110000 sec): 3 clusters
  Score: Raw -643263.736317 + Penalty 2822.320359 = -640441.415958
  nChanged 6
		SP:Iteration 45Q (40423.320000 sec): 3 clusters
  Score: Raw -643265.546487 + Penalty 2822.320359 = -640443.226128
  nChanged 7
		SP:Iteration 46Q (40423.520000 sec): 3 clusters
  Score: Raw -643267.849489 + Penalty 2822.320359 = -640445.529130
  nChanged 8
		SP:Iteration 47Q (40423.730000 sec): 3 clusters
  Score: Raw -643269.942417 + Penalty 2822.320359 = -640447.622058
  nChanged 7
		SP:Iteration 48Q (40423.910000 sec): 3 clusters
  Score: Raw -643271.947055 + Penalty 2822.320359 = -640449.626695
  nChanged 2
		SP:Iteration 49Q (40424.100000 sec): 3 clusters
  Score: Raw -643272.628391 + Penalty 2822.320359 = -640450.308032
  nChanged 2
		SP:Iteration 50Q (40424.310000 sec): 3 clusters
  Score: Raw -643273.232883 + Penalty 2822.320359 = -640450.912524
  nChanged 1
		SP:Iteration 51Q (40424.490000 sec): 3 clusters
  Score: Raw -643273.404988 + Penalty 2822.320359 = -640451.084629
  nChanged 1
		SP:Iteration 52Q (40424.680000 sec): 3 clusters
  Score: Raw -643273.528208 + Penalty 2822.320359 = -640451.207849
  nChanged 0
		SP:Iteration 53F (40424.880000 sec): 3 clusters
  Score: Raw -643273.528208 + Penalty 2822.320359 = -640451.207849
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40424.970000 sec): 2 clusters
  Score: Raw -587320.260286 + Penalty 1393.359217 = -585926.901070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40425.150000 sec): 3 clusters
  Score: Raw -584576.121936 + Penalty 2786.718434 = -581789.403502
  nChanged 2165
		SP:Iteration 1F (40425.340000 sec): 3 clusters
  Score: Raw -585919.771515 + Penalty 2786.718434 = -583133.053081
  nChanged 461
		SP:Iteration 2F (40425.560000 sec): 3 clusters
  Score: Raw -586267.071990 + Penalty 2786.718434 = -583480.353556
  nChanged 379
		SP:Iteration 3F (40425.710000 sec): 3 clusters
  Score: Raw -586530.672944 + Penalty 2786.718434 = -583743.954511
  nChanged 328
		SP:Iteration 4F (40425.910000 sec): 3 clusters
  Score: Raw -586772.724814 + Penalty 2786.718434 = -583986.006380
  nChanged 280
		SP:Iteration 5F (40426.090000 sec): 3 clusters
  Score: Raw -586955.656723 + Penalty 2786.718434 = -584168.938289
  nChanged 229
		SP:Iteration 6Q (40426.260000 sec): 3 clusters
  Score: Raw -587095.425017 + Penalty 2786.718434 = -584308.706583
  nChanged 173
		SP:Iteration 7Q (40426.460000 sec): 3 clusters
  Score: Raw -587199.781124 + Penalty 2786.718434 = -584413.062690
  nChanged 169
		SP:Iteration 8Q (40426.600000 sec): 3 clusters
  Score: Raw -587291.532973 + Penalty 2786.718434 = -584504.814539
  nChanged 126
		SP:Iteration 9Q (40426.770000 sec): 3 clusters
  Score: Raw -587349.171365 + Penalty 2786.718434 = -584562.452931
  nChanged 86
		SP:Iteration 10Q (40426.910000 sec): 3 clusters
  Score: Raw -587384.782826 + Penalty 2786.718434 = -584598.064392
  nChanged 66
		SP:Iteration 11Q (40427.090000 sec): 3 clusters
  Score: Raw -587411.992802 + Penalty 2786.718434 = -584625.274368
  nChanged 54
		SP:Iteration 12Q (40427.300000 sec): 3 clusters
  Score: Raw -587429.770984 + Penalty 2786.718434 = -584643.052551
  nChanged 36
		SP:Iteration 13Q (40427.500000 sec): 3 clusters
  Score: Raw -587440.290965 + Penalty 2786.718434 = -584653.572531
  nChanged 20
		SP:Iteration 14Q (40427.700000 sec): 3 clusters
  Score: Raw -587444.804538 + Penalty 2786.718434 = -584658.086104
  nChanged 18
		SP:Iteration 15Q (40427.880000 sec): 3 clusters
  Score: Raw -587448.555872 + Penalty 2786.718434 = -584661.837439
  nChanged 10
		SP:Iteration 16Q (40428.050000 sec): 3 clusters
  Score: Raw -587450.691837 + Penalty 2786.718434 = -584663.973403
  nChanged 4
		SP:Iteration 17Q (40428.220000 sec): 3 clusters
  Score: Raw -587452.176970 + Penalty 2786.718434 = -584665.458536
  nChanged 3
		SP:Iteration 18Q (40428.390000 sec): 3 clusters
  Score: Raw -587453.441531 + Penalty 2786.718434 = -584666.723097
  nChanged 7
		SP:Iteration 19Q (40428.590000 sec): 3 clusters
  Score: Raw -587455.223167 + Penalty 2786.718434 = -584668.504733
  nChanged 6
		SP:Iteration 20F (40428.770000 sec): 3 clusters
  Score: Raw -587457.313051 + Penalty 2786.718434 = -584670.594617
  nChanged 3
		SP:Iteration 21Q (40428.970000 sec): 3 clusters
  Score: Raw -587457.896572 + Penalty 2786.718434 = -584671.178139
  nChanged 3
		SP:Iteration 22Q (40429.150000 sec): 3 clusters
  Score: Raw -587458.757094 + Penalty 2786.718434 = -584672.038660
  nChanged 5
		SP:Iteration 23Q (40429.390000 sec): 3 clusters
  Score: Raw -587460.210090 + Penalty 2786.718434 = -584673.491656
  nChanged 5
		SP:Iteration 24Q (40429.550000 sec): 3 clusters
  Score: Raw -587461.424423 + Penalty 2786.718434 = -584674.705989
  nChanged 6
		SP:Iteration 25Q (40429.730000 sec): 3 clusters
  Score: Raw -587462.634717 + Penalty 2786.718434 = -584675.916283
  nChanged 3
		SP:Iteration 26Q (40429.930000 sec): 3 clusters
  Score: Raw -587463.239915 + Penalty 2786.718434 = -584676.521481
  nChanged 5
		SP:Iteration 27Q (40430.070000 sec): 3 clusters
  Score: Raw -587464.250695 + Penalty 2786.718434 = -584677.532261
  nChanged 2
		SP:Iteration 28Q (40430.240000 sec): 3 clusters
  Score: Raw -587464.810235 + Penalty 2786.718434 = -584678.091801
  nChanged 1
		SP:Iteration 29Q (40430.430000 sec): 3 clusters
  Score: Raw -587464.975685 + Penalty 2786.718434 = -584678.257251
  nChanged 0
		SP:Iteration 30F (40430.610000 sec): 3 clusters
  Score: Raw -587464.975685 + Penalty 2786.718434 = -584678.257251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (168410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40431.650000 sec): 2 clusters
  Score: Raw -19389278.647398 + Penalty 1955.550474 = -19387323.096924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40432.770000 sec): 3 clusters
  Score: Raw -19277869.676023 + Penalty 3911.100947 = -19273958.575076
  nChanged 81451
		SP:Iteration 1F (40433.930000 sec): 3 clusters
  Score: Raw -19326918.842832 + Penalty 3911.100947 = -19323007.741885
  nChanged 6444
		SP:Iteration 2Q (40435.150000 sec): 3 clusters
  Score: Raw -19329221.652288 + Penalty 3911.100947 = -19325310.551341
  nChanged 9023
		SP:Iteration 3F (40436.350000 sec): 3 clusters
  Score: Raw -19333792.586098 + Penalty 3911.100947 = -19329881.485151
  nChanged 12461
		SP:Iteration 4F (40437.530000 sec): 3 clusters
  Score: Raw -19342631.924282 + Penalty 3911.100947 = -19338720.823335
  nChanged 15857
		SP:Iteration 5F (40438.670000 sec): 3 clusters
  Score: Raw -19357092.863819 + Penalty 3911.100947 = -19353181.762871
  nChanged 15629
		SP:Iteration 6F (40439.810000 sec): 3 clusters
  Score: Raw -19373115.729890 + Penalty 3911.100947 = -19369204.628943
  nChanged 10224
		SP:Iteration 7F (40440.840000 sec): 3 clusters
  Score: Raw -19383693.383085 + Penalty 3911.100947 = -19379782.282138
  nChanged 4250
		SP:Iteration 8Q (40441.820000 sec): 3 clusters
  Score: Raw -19387801.062040 + Penalty 3911.100947 = -19383889.961093
  nChanged 1240
		SP:Iteration 9Q (40442.710000 sec): 3 clusters
  Score: Raw -19388970.887031 + Penalty 3911.100947 = -19385059.786083
  nChanged 285
		SP:Iteration 10Q (40443.690000 sec): 3 clusters
  Score: Raw -19389283.981679 + Penalty 3911.100947 = -19385372.880732
  nChanged 87
		SP:Iteration 11Q (40444.760000 sec): 3 clusters
  Score: Raw -19389399.390358 + Penalty 3911.100947 = -19385488.289411
  nChanged 41
		SP:Iteration 12Q (40445.750000 sec): 3 clusters
  Score: Raw -19389446.817032 + Penalty 3911.100947 = -19385535.716085
  nChanged 22
		SP:Iteration 13Q (40446.710000 sec): 3 clusters
  Score: Raw -19389467.555124 + Penalty 3911.100947 = -19385556.454176
  nChanged 7
		SP:Iteration 14Q (40447.660000 sec): 3 clusters
  Score: Raw -19389475.941555 + Penalty 3911.100947 = -19385564.840607
  nChanged 5
		SP:Iteration 15Q (40448.580000 sec): 3 clusters
  Score: Raw -19389481.720963 + Penalty 3911.100947 = -19385570.620016
  nChanged 5
		SP:Iteration 16Q (40449.460000 sec): 3 clusters
  Score: Raw -19389489.890435 + Penalty 3911.100947 = -19385578.789487
  nChanged 5
		SP:Iteration 17Q (40450.320000 sec): 3 clusters
  Score: Raw -19389497.151320 + Penalty 3911.100947 = -19385586.050372
  nChanged 6
		SP:Iteration 18Q (40451.190000 sec): 3 clusters
  Score: Raw -19389505.874822 + Penalty 3911.100947 = -19385594.773874
  nChanged 3
		SP:Iteration 19Q (40452.090000 sec): 3 clusters
  Score: Raw -19389508.589544 + Penalty 3911.100947 = -19385597.488596
  nChanged 7
		SP:Iteration 20F (40453.090000 sec): 3 clusters
  Score: Raw -19389513.057711 + Penalty 3911.100947 = -19385601.956764
  nChanged 3
		SP:Iteration 21Q (40453.990000 sec): 3 clusters
  Score: Raw -19389516.109797 + Penalty 3911.100947 = -19385605.008850
  nChanged 3
		SP:Iteration 22Q (40454.890000 sec): 3 clusters
  Score: Raw -19389523.282809 + Penalty 3911.100947 = -19385612.181861
  nChanged 2
		SP:Iteration 23Q (40455.810000 sec): 3 clusters
  Score: Raw -19389525.261017 + Penalty 3911.100947 = -19385614.160070
  nChanged 1
		SP:Iteration 24Q (40456.720000 sec): 3 clusters
  Score: Raw -19389526.038814 + Penalty 3911.100947 = -19385614.937867
  nChanged 0
		SP:Iteration 25F (40457.740000 sec): 3 clusters
  Score: Raw -19389526.038814 + Penalty 3911.100947 = -19385614.937867
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40457.950000 sec): 2 clusters
  Score: Raw -1261389.677676 + Penalty 1511.071339 = -1259878.606337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40458.180000 sec): 3 clusters
  Score: Raw -1255099.098572 + Penalty 3022.142678 = -1252076.955893
  nChanged 4776
		SP:Iteration 1F (40458.410000 sec): 3 clusters
  Score: Raw -1257628.005411 + Penalty 3022.142678 = -1254605.862733
  nChanged 604
		SP:Iteration 2F (40458.670000 sec): 3 clusters
  Score: Raw -1257886.016141 + Penalty 3022.142678 = -1254863.873462
  nChanged 519
		SP:Iteration 3Q (40458.900000 sec): 3 clusters
  Score: Raw -1258084.139041 + Penalty 3022.142678 = -1255061.996362
  nChanged 455
		SP:Iteration 4Q (40459.080000 sec): 3 clusters
  Score: Raw -1258249.964939 + Penalty 3022.142678 = -1255227.822261
  nChanged 377
		SP:Iteration 5Q (40459.330000 sec): 3 clusters
  Score: Raw -1258378.716171 + Penalty 3022.142678 = -1255356.573492
  nChanged 349
		SP:Iteration 6Q (40459.530000 sec): 3 clusters
  Score: Raw -1258506.115505 + Penalty 3022.142678 = -1255483.972827
  nChanged 337
		SP:Iteration 7Q (40459.750000 sec): 3 clusters
  Score: Raw -1258640.177003 + Penalty 3022.142678 = -1255618.034325
  nChanged 353
		SP:Iteration 8Q (40459.980000 sec): 3 clusters
  Score: Raw -1258805.240764 + Penalty 3022.142678 = -1255783.098086
  nChanged 360
		SP:Iteration 9Q (40460.190000 sec): 3 clusters
  Score: Raw -1259005.394805 + Penalty 3022.142678 = -1255983.252127
  nChanged 380
		SP:Iteration 10Q (40460.460000 sec): 3 clusters
  Score: Raw -1259267.745139 + Penalty 3022.142678 = -1256245.602461
  nChanged 415
		SP:Iteration 11Q (40460.660000 sec): 3 clusters
  Score: Raw -1259587.418513 + Penalty 3022.142678 = -1256565.275835
  nChanged 444
		SP:Iteration 12Q (40460.880000 sec): 3 clusters
  Score: Raw -1259915.235800 + Penalty 3022.142678 = -1256893.093122
  nChanged 384
		SP:Iteration 13Q (40461.130000 sec): 3 clusters
  Score: Raw -1260160.855611 + Penalty 3022.142678 = -1257138.712933
  nChanged 324
		SP:Iteration 14Q (40461.380000 sec): 3 clusters
  Score: Raw -1260313.376721 + Penalty 3022.142678 = -1257291.234043
  nChanged 243
		SP:Iteration 15Q (40461.620000 sec): 3 clusters
  Score: Raw -1260418.392948 + Penalty 3022.142678 = -1257396.250270
  nChanged 188
		SP:Iteration 16Q (40461.820000 sec): 3 clusters
  Score: Raw -1260501.568116 + Penalty 3022.142678 = -1257479.425438
  nChanged 170
		SP:Iteration 17Q (40462.010000 sec): 3 clusters
  Score: Raw -1260567.956940 + Penalty 3022.142678 = -1257545.814261
  nChanged 133
		SP:Iteration 18Q (40462.230000 sec): 3 clusters
  Score: Raw -1260622.333976 + Penalty 3022.142678 = -1257600.191298
  nChanged 120
		SP:Iteration 19Q (40462.460000 sec): 3 clusters
  Score: Raw -1260673.686588 + Penalty 3022.142678 = -1257651.543910
  nChanged 112
		SP:Iteration 20F (40462.710000 sec): 3 clusters
  Score: Raw -1260718.184725 + Penalty 3022.142678 = -1257696.042046
  nChanged 108
		SP:Iteration 21Q (40462.920000 sec): 3 clusters
  Score: Raw -1260760.614018 + Penalty 3022.142678 = -1257738.471339
  nChanged 120
		SP:Iteration 22Q (40463.130000 sec): 3 clusters
  Score: Raw -1260817.729753 + Penalty 3022.142678 = -1257795.587075
  nChanged 125
		SP:Iteration 23Q (40463.360000 sec): 3 clusters
  Score: Raw -1260872.537179 + Penalty 3022.142678 = -1257850.394501
  nChanged 117
		SP:Iteration 24Q (40463.600000 sec): 3 clusters
  Score: Raw -1260927.563535 + Penalty 3022.142678 = -1257905.420857
  nChanged 125
		SP:Iteration 25Q (40463.800000 sec): 3 clusters
  Score: Raw -1260989.960317 + Penalty 3022.142678 = -1257967.817638
  nChanged 115
		SP:Iteration 26Q (40463.990000 sec): 3 clusters
  Score: Raw -1261044.615953 + Penalty 3022.142678 = -1258022.473274
  nChanged 105
		SP:Iteration 27Q (40464.210000 sec): 3 clusters
  Score: Raw -1261094.792953 + Penalty 3022.142678 = -1258072.650275
  nChanged 95
		SP:Iteration 28Q (40464.390000 sec): 3 clusters
  Score: Raw -1261142.196914 + Penalty 3022.142678 = -1258120.054236
  nChanged 94
		SP:Iteration 29Q (40464.630000 sec): 3 clusters
  Score: Raw -1261187.724003 + Penalty 3022.142678 = -1258165.581324
  nChanged 76
		SP:Iteration 30Q (40464.870000 sec): 3 clusters
  Score: Raw -1261227.841028 + Penalty 3022.142678 = -1258205.698350
  nChanged 81
		SP:Iteration 31Q (40465.110000 sec): 3 clusters
  Score: Raw -1261275.414925 + Penalty 3022.142678 = -1258253.272247
  nChanged 73
		SP:Iteration 32Q (40465.340000 sec): 3 clusters
  Score: Raw -1261327.455983 + Penalty 3022.142678 = -1258305.313305
  nChanged 76
		SP:Iteration 33Q (40465.540000 sec): 3 clusters
  Score: Raw -1261371.910050 + Penalty 3022.142678 = -1258349.767371
  nChanged 56
		SP:Iteration 34Q (40465.740000 sec): 3 clusters
  Score: Raw -1261402.803677 + Penalty 3022.142678 = -1258380.660998
  nChanged 46
		SP:Iteration 35Q (40465.970000 sec): 3 clusters
  Score: Raw -1261427.875985 + Penalty 3022.142678 = -1258405.733306
  nChanged 33
		SP:Iteration 36Q (40466.180000 sec): 3 clusters
  Score: Raw -1261446.552081 + Penalty 3022.142678 = -1258424.409403
  nChanged 29
		SP:Iteration 37Q (40466.370000 sec): 3 clusters
  Score: Raw -1261465.731844 + Penalty 3022.142678 = -1258443.589166
  nChanged 31
		SP:Iteration 38Q (40466.620000 sec): 3 clusters
  Score: Raw -1261480.662548 + Penalty 3022.142678 = -1258458.519870
  nChanged 22
		SP:Iteration 39Q (40466.820000 sec): 3 clusters
  Score: Raw -1261492.148496 + Penalty 3022.142678 = -1258470.005818
  nChanged 20
		SP:Iteration 40F (40467.030000 sec): 3 clusters
  Score: Raw -1261502.491588 + Penalty 3022.142678 = -1258480.348910
  nChanged 15
		SP:Iteration 41Q (40467.240000 sec): 3 clusters
  Score: Raw -1261511.974421 + Penalty 3022.142678 = -1258489.831743
  nChanged 11
		SP:Iteration 42Q (40467.500000 sec): 3 clusters
  Score: Raw -1261518.411477 + Penalty 3022.142678 = -1258496.268799
  nChanged 12
		SP:Iteration 43Q (40467.710000 sec): 3 clusters
  Score: Raw -1261524.455849 + Penalty 3022.142678 = -1258502.313171
  nChanged 9
		SP:Iteration 44Q (40467.910000 sec): 3 clusters
  Score: Raw -1261529.302663 + Penalty 3022.142678 = -1258507.159985
  nChanged 10
		SP:Iteration 45Q (40468.180000 sec): 3 clusters
  Score: Raw -1261533.575479 + Penalty 3022.142678 = -1258511.432801
  nChanged 15
		SP:Iteration 46Q (40468.360000 sec): 3 clusters
  Score: Raw -1261542.850168 + Penalty 3022.142678 = -1258520.707489
  nChanged 9
		SP:Iteration 47Q (40468.570000 sec): 3 clusters
  Score: Raw -1261549.206140 + Penalty 3022.142678 = -1258527.063462
  nChanged 8
		SP:Iteration 48Q (40468.800000 sec): 3 clusters
  Score: Raw -1261553.784500 + Penalty 3022.142678 = -1258531.641821
  nChanged 6
		SP:Iteration 49Q (40468.970000 sec): 3 clusters
  Score: Raw -1261558.022815 + Penalty 3022.142678 = -1258535.880136
  nChanged 8
		SP:Iteration 50Q (40469.240000 sec): 3 clusters
  Score: Raw -1261563.494183 + Penalty 3022.142678 = -1258541.351504
  nChanged 6
		SP:Iteration 51Q (40469.420000 sec): 3 clusters
  Score: Raw -1261568.157567 + Penalty 3022.142678 = -1258546.014888
  nChanged 10
		SP:Iteration 52Q (40469.650000 sec): 3 clusters
  Score: Raw -1261573.583799 + Penalty 3022.142678 = -1258551.441121
  nChanged 4
		SP:Iteration 53Q (40469.870000 sec): 3 clusters
  Score: Raw -1261575.299330 + Penalty 3022.142678 = -1258553.156652
  nChanged 4
		SP:Iteration 54Q (40470.070000 sec): 3 clusters
  Score: Raw -1261577.006620 + Penalty 3022.142678 = -1258554.863941
  nChanged 0
		SP:Iteration 55F (40470.310000 sec): 3 clusters
  Score: Raw -1261577.006620 + Penalty 3022.142678 = -1258554.863941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (3999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40470.430000 sec): 2 clusters
  Score: Raw -417391.126875 + Penalty 1347.742436 = -416043.384439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40470.610000 sec): 3 clusters
  Score: Raw -415375.005816 + Penalty 2695.484873 = -412679.520943
  nChanged 1582
		SP:Iteration 1F (40470.770000 sec): 3 clusters
  Score: Raw -416316.215445 + Penalty 2695.484873 = -413620.730573
  nChanged 331
		SP:Iteration 2F (40470.960000 sec): 3 clusters
  Score: Raw -416570.492531 + Penalty 2695.484873 = -413875.007658
  nChanged 274
		SP:Iteration 3F (40471.180000 sec): 3 clusters
  Score: Raw -416831.441031 + Penalty 2695.484873 = -414135.956158
  nChanged 239
		SP:Iteration 4F (40471.330000 sec): 3 clusters
  Score: Raw -417088.518127 + Penalty 2695.484873 = -414393.033254
  nChanged 258
		SP:Iteration 5F (40471.480000 sec): 3 clusters
  Score: Raw -417383.518119 + Penalty 2695.484873 = -414688.033246
  nChanged 236
		SP:Iteration 6F (40471.670000 sec): 3 clusters
  Score: Raw -417667.207954 + Penalty 2695.484873 = -414971.723082
  nChanged 215
		SP:Iteration 7F (40471.860000 sec): 3 clusters
  Score: Raw -417862.993230 + Penalty 2695.484873 = -415167.508357
  nChanged 201
		SP:Iteration 8F (40472.010000 sec): 3 clusters
  Score: Raw -418012.383165 + Penalty 2695.484873 = -415316.898292
  nChanged 141
		SP:Iteration 9Q (40472.230000 sec): 3 clusters
  Score: Raw -418093.256992 + Penalty 2695.484873 = -415397.772119
  nChanged 97
		SP:Iteration 10Q (40472.440000 sec): 3 clusters
  Score: Raw -418143.242058 + Penalty 2695.484873 = -415447.757185
  nChanged 61
		SP:Iteration 11Q (40472.600000 sec): 3 clusters
  Score: Raw -418170.385487 + Penalty 2695.484873 = -415474.900615
  nChanged 42
		SP:Iteration 12Q (40472.790000 sec): 3 clusters
  Score: Raw -418186.887125 + Penalty 2695.484873 = -415491.402253
  nChanged 27
		SP:Iteration 13Q (40472.970000 sec): 3 clusters
  Score: Raw -418193.927428 + Penalty 2695.484873 = -415498.442555
  nChanged 25
		SP:Iteration 14Q (40473.130000 sec): 3 clusters
  Score: Raw -418200.307724 + Penalty 2695.484873 = -415504.822852
  nChanged 20
		SP:Iteration 15Q (40473.330000 sec): 3 clusters
  Score: Raw -418206.562553 + Penalty 2695.484873 = -415511.077680
  nChanged 17
		SP:Iteration 16Q (40473.490000 sec): 3 clusters
  Score: Raw -418212.548738 + Penalty 2695.484873 = -415517.063865
  nChanged 19
		SP:Iteration 17Q (40473.660000 sec): 3 clusters
  Score: Raw -418217.773292 + Penalty 2695.484873 = -415522.288419
  nChanged 16
		SP:Iteration 18Q (40473.860000 sec): 3 clusters
  Score: Raw -418222.047447 + Penalty 2695.484873 = -415526.562574
  nChanged 14
		SP:Iteration 19Q (40474.050000 sec): 3 clusters
  Score: Raw -418226.526594 + Penalty 2695.484873 = -415531.041721
  nChanged 21
		SP:Iteration 20F (40474.220000 sec): 3 clusters
  Score: Raw -418233.267773 + Penalty 2695.484873 = -415537.782900
  nChanged 24
		SP:Iteration 21Q (40474.420000 sec): 3 clusters
  Score: Raw -418239.602915 + Penalty 2695.484873 = -415544.118043
  nChanged 13
		SP:Iteration 22Q (40474.610000 sec): 3 clusters
  Score: Raw -418242.226162 + Penalty 2695.484873 = -415546.741289
  nChanged 11
		SP:Iteration 23Q (40474.800000 sec): 3 clusters
  Score: Raw -418245.066062 + Penalty 2695.484873 = -415549.581189
  nChanged 6
		SP:Iteration 24Q (40474.970000 sec): 3 clusters
  Score: Raw -418246.361684 + Penalty 2695.484873 = -415550.876811
  nChanged 6
		SP:Iteration 25Q (40475.150000 sec): 3 clusters
  Score: Raw -418247.610623 + Penalty 2695.484873 = -415552.125751
  nChanged 4
		SP:Iteration 26Q (40475.360000 sec): 3 clusters
  Score: Raw -418248.179413 + Penalty 2695.484873 = -415552.694540
  nChanged 2
		SP:Iteration 27Q (40475.550000 sec): 3 clusters
  Score: Raw -418248.370592 + Penalty 2695.484873 = -415552.885719
  nChanged 1
		SP:Iteration 28Q (40475.720000 sec): 3 clusters
  Score: Raw -418248.618653 + Penalty 2695.484873 = -415553.133780
  nChanged 2
		SP:Iteration 29Q (40475.880000 sec): 3 clusters
  Score: Raw -418248.939404 + Penalty 2695.484873 = -415553.454531
  nChanged 1
		SP:Iteration 30Q (40476.060000 sec): 3 clusters
  Score: Raw -418249.199795 + Penalty 2695.484873 = -415553.714922
  nChanged 2
		SP:Iteration 31Q (40476.210000 sec): 3 clusters
  Score: Raw -418249.445406 + Penalty 2695.484873 = -415553.960533
  nChanged 0
		SP:Iteration 32F (40476.400000 sec): 3 clusters
  Score: Raw -418249.445406 + Penalty 2695.484873 = -415553.960533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40476.610000 sec): 2 clusters
  Score: Raw -1993869.429842 + Penalty 1608.126126 = -1992261.303716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40476.820000 sec): 3 clusters
  Score: Raw -1981973.320610 + Penalty 3216.252253 = -1978757.068358
  nChanged 9023
		SP:Iteration 1F (40477.090000 sec): 3 clusters
  Score: Raw -1987372.022525 + Penalty 3216.252253 = -1984155.770272
  nChanged 1343
		SP:Iteration 2F (40477.380000 sec): 3 clusters
  Score: Raw -1988096.989540 + Penalty 3216.252253 = -1984880.737287
  nChanged 1280
		SP:Iteration 3F (40477.600000 sec): 3 clusters
  Score: Raw -1988810.650527 + Penalty 3216.252253 = -1985594.398274
  nChanged 1180
		SP:Iteration 4F (40477.870000 sec): 3 clusters
  Score: Raw -1989513.669041 + Penalty 3216.252253 = -1986297.416788
  nChanged 1150
		SP:Iteration 5F (40478.120000 sec): 3 clusters
  Score: Raw -1990174.083994 + Penalty 3216.252253 = -1986957.831742
  nChanged 1002
		SP:Iteration 6F (40478.400000 sec): 3 clusters
  Score: Raw -1990767.113917 + Penalty 3216.252253 = -1987550.861665
  nChanged 937
		SP:Iteration 7Q (40478.680000 sec): 3 clusters
  Score: Raw -1991335.477899 + Penalty 3216.252253 = -1988119.225647
  nChanged 881
		SP:Iteration 8Q (40478.940000 sec): 3 clusters
  Score: Raw -1991846.651771 + Penalty 3216.252253 = -1988630.399519
  nChanged 740
		SP:Iteration 9Q (40479.180000 sec): 3 clusters
  Score: Raw -1992266.798718 + Penalty 3216.252253 = -1989050.546465
  nChanged 651
		SP:Iteration 10Q (40479.510000 sec): 3 clusters
  Score: Raw -1992575.550004 + Penalty 3216.252253 = -1989359.297752
  nChanged 470
		SP:Iteration 11Q (40479.760000 sec): 3 clusters
  Score: Raw -1992755.017507 + Penalty 3216.252253 = -1989538.765254
  nChanged 374
		SP:Iteration 12Q (40480.050000 sec): 3 clusters
  Score: Raw -1992881.700478 + Penalty 3216.252253 = -1989665.448226
  nChanged 341
		SP:Iteration 13Q (40480.290000 sec): 3 clusters
  Score: Raw -1992991.879162 + Penalty 3216.252253 = -1989775.626909
  nChanged 308
		SP:Iteration 14Q (40480.600000 sec): 3 clusters
  Score: Raw -1993087.955183 + Penalty 3216.252253 = -1989871.702931
  nChanged 271
		SP:Iteration 15Q (40480.850000 sec): 3 clusters
  Score: Raw -1993171.269754 + Penalty 3216.252253 = -1989955.017502
  nChanged 261
		SP:Iteration 16Q (40481.180000 sec): 3 clusters
  Score: Raw -1993237.705974 + Penalty 3216.252253 = -1990021.453721
  nChanged 223
		SP:Iteration 17Q (40481.440000 sec): 3 clusters
  Score: Raw -1993293.018583 + Penalty 3216.252253 = -1990076.766330
  nChanged 186
		SP:Iteration 18Q (40481.710000 sec): 3 clusters
  Score: Raw -1993336.053290 + Penalty 3216.252253 = -1990119.801038
  nChanged 177
		SP:Iteration 19Q (40482.010000 sec): 3 clusters
  Score: Raw -1993372.931696 + Penalty 3216.252253 = -1990156.679443
  nChanged 179
		SP:Iteration 20F (40482.340000 sec): 3 clusters
  Score: Raw -1993413.216427 + Penalty 3216.252253 = -1990196.964174
  nChanged 159
		SP:Iteration 21Q (40482.650000 sec): 3 clusters
  Score: Raw -1993449.869587 + Penalty 3216.252253 = -1990233.617335
  nChanged 155
		SP:Iteration 22Q (40482.940000 sec): 3 clusters
  Score: Raw -1993481.992757 + Penalty 3216.252253 = -1990265.740504
  nChanged 139
		SP:Iteration 23Q (40483.260000 sec): 3 clusters
  Score: Raw -1993512.084241 + Penalty 3216.252253 = -1990295.831988
  nChanged 136
		SP:Iteration 24Q (40483.540000 sec): 3 clusters
  Score: Raw -1993538.785230 + Penalty 3216.252253 = -1990322.532978
  nChanged 128
		SP:Iteration 25Q (40483.820000 sec): 3 clusters
  Score: Raw -1993562.674869 + Penalty 3216.252253 = -1990346.422617
  nChanged 130
		SP:Iteration 26Q (40484.110000 sec): 3 clusters
  Score: Raw -1993585.409954 + Penalty 3216.252253 = -1990369.157702
  nChanged 137
		SP:Iteration 27Q (40484.440000 sec): 3 clusters
  Score: Raw -1993611.590470 + Penalty 3216.252253 = -1990395.338217
  nChanged 133
		SP:Iteration 28Q (40484.710000 sec): 3 clusters
  Score: Raw -1993633.752484 + Penalty 3216.252253 = -1990417.500231
  nChanged 122
		SP:Iteration 29Q (40484.950000 sec): 3 clusters
  Score: Raw -1993655.496315 + Penalty 3216.252253 = -1990439.244062
  nChanged 129
		SP:Iteration 30Q (40485.270000 sec): 3 clusters
  Score: Raw -1993684.339121 + Penalty 3216.252253 = -1990468.086869
  nChanged 142
		SP:Iteration 31Q (40485.550000 sec): 3 clusters
  Score: Raw -1993712.307802 + Penalty 3216.252253 = -1990496.055550
  nChanged 130
		SP:Iteration 32Q (40485.830000 sec): 3 clusters
  Score: Raw -1993742.940559 + Penalty 3216.252253 = -1990526.688307
  nChanged 126
		SP:Iteration 33Q (40486.100000 sec): 3 clusters
  Score: Raw -1993769.812382 + Penalty 3216.252253 = -1990553.560129
  nChanged 149
		SP:Iteration 34Q (40486.410000 sec): 3 clusters
  Score: Raw -1993805.358824 + Penalty 3216.252253 = -1990589.106571
  nChanged 138
		SP:Iteration 35Q (40486.700000 sec): 3 clusters
  Score: Raw -1993839.266417 + Penalty 3216.252253 = -1990623.014164
  nChanged 146
		SP:Iteration 36Q (40486.950000 sec): 3 clusters
  Score: Raw -1993874.648069 + Penalty 3216.252253 = -1990658.395816
  nChanged 146
		SP:Iteration 37Q (40487.250000 sec): 3 clusters
  Score: Raw -1993912.135998 + Penalty 3216.252253 = -1990695.883746
  nChanged 163
		SP:Iteration 38Q (40487.550000 sec): 3 clusters
  Score: Raw -1993959.391373 + Penalty 3216.252253 = -1990743.139121
  nChanged 157
		SP:Iteration 39Q (40487.850000 sec): 3 clusters
  Score: Raw -1994003.188754 + Penalty 3216.252253 = -1990786.936501
  nChanged 152
		SP:Iteration 40F (40488.130000 sec): 3 clusters
  Score: Raw -1994042.196030 + Penalty 3216.252253 = -1990825.943777
  nChanged 138
		SP:Iteration 41Q (40488.390000 sec): 3 clusters
  Score: Raw -1994078.963654 + Penalty 3216.252253 = -1990862.711401
  nChanged 152
		SP:Iteration 42Q (40488.650000 sec): 3 clusters
  Score: Raw -1994126.110035 + Penalty 3216.252253 = -1990909.857782
  nChanged 172
		SP:Iteration 43Q (40488.900000 sec): 3 clusters
  Score: Raw -1994187.859326 + Penalty 3216.252253 = -1990971.607073
  nChanged 168
		SP:Iteration 44Q (40489.090000 sec): 3 clusters
  Score: Raw -1994245.362620 + Penalty 3216.252253 = -1991029.110367
  nChanged 157
		SP:Iteration 45Q (40489.340000 sec): 3 clusters
  Score: Raw -1994294.628948 + Penalty 3216.252253 = -1991078.376696
  nChanged 150
		SP:Iteration 46Q (40489.620000 sec): 3 clusters
  Score: Raw -1994339.212220 + Penalty 3216.252253 = -1991122.959967
  nChanged 135
		SP:Iteration 47Q (40489.920000 sec): 3 clusters
  Score: Raw -1994375.876537 + Penalty 3216.252253 = -1991159.624284
  nChanged 116
		SP:Iteration 48Q (40490.160000 sec): 3 clusters
  Score: Raw -1994408.852395 + Penalty 3216.252253 = -1991192.600142
  nChanged 104
		SP:Iteration 49Q (40490.430000 sec): 3 clusters
  Score: Raw -1994436.594052 + Penalty 3216.252253 = -1991220.341800
  nChanged 85
		SP:Iteration 50Q (40490.700000 sec): 3 clusters
  Score: Raw -1994459.016191 + Penalty 3216.252253 = -1991242.763939
  nChanged 90
		SP:Iteration 51Q (40491.020000 sec): 3 clusters
  Score: Raw -1994482.049005 + Penalty 3216.252253 = -1991265.796752
  nChanged 75
		SP:Iteration 52Q (40491.240000 sec): 3 clusters
  Score: Raw -1994503.551144 + Penalty 3216.252253 = -1991287.298891
  nChanged 85
		SP:Iteration 53Q (40491.520000 sec): 3 clusters
  Score: Raw -1994527.716744 + Penalty 3216.252253 = -1991311.464491
  nChanged 76
		SP:Iteration 54Q (40491.750000 sec): 3 clusters
  Score: Raw -1994550.006518 + Penalty 3216.252253 = -1991333.754266
  nChanged 77
		SP:Iteration 55Q (40492.040000 sec): 3 clusters
  Score: Raw -1994572.447454 + Penalty 3216.252253 = -1991356.195201
  nChanged 70
		SP:Iteration 56Q (40492.260000 sec): 3 clusters
  Score: Raw -1994590.863700 + Penalty 3216.252253 = -1991374.611447
  nChanged 60
		SP:Iteration 57Q (40492.520000 sec): 3 clusters
  Score: Raw -1994608.364855 + Penalty 3216.252253 = -1991392.112602
  nChanged 60
		SP:Iteration 58Q (40492.760000 sec): 3 clusters
  Score: Raw -1994626.881709 + Penalty 3216.252253 = -1991410.629457
  nChanged 64
		SP:Iteration 59Q (40493.060000 sec): 3 clusters
  Score: Raw -1994642.692553 + Penalty 3216.252253 = -1991426.440301
  nChanged 57
		SP:Iteration 60F (40493.350000 sec): 3 clusters
  Score: Raw -1994658.964544 + Penalty 3216.252253 = -1991442.712291
  nChanged 70
		SP:Iteration 61Q (40493.570000 sec): 3 clusters
  Score: Raw -1994681.888680 + Penalty 3216.252253 = -1991465.636427
  nChanged 67
		SP:Iteration 62Q (40493.840000 sec): 3 clusters
  Score: Raw -1994703.745162 + Penalty 3216.252253 = -1991487.492910
  nChanged 71
		SP:Iteration 63Q (40494.100000 sec): 3 clusters
  Score: Raw -1994731.027121 + Penalty 3216.252253 = -1991514.774869
  nChanged 75
		SP:Iteration 64Q (40494.370000 sec): 3 clusters
  Score: Raw -1994754.427653 + Penalty 3216.252253 = -1991538.175400
  nChanged 63
		SP:Iteration 65Q (40494.680000 sec): 3 clusters
  Score: Raw -1994774.138563 + Penalty 3216.252253 = -1991557.886310
  nChanged 57
		SP:Iteration 66Q (40494.930000 sec): 3 clusters
  Score: Raw -1994791.519907 + Penalty 3216.252253 = -1991575.267655
  nChanged 47
		SP:Iteration 67Q (40495.210000 sec): 3 clusters
  Score: Raw -1994807.154974 + Penalty 3216.252253 = -1991590.902721
  nChanged 36
		SP:Iteration 68Q (40495.480000 sec): 3 clusters
  Score: Raw -1994818.788277 + Penalty 3216.252253 = -1991602.536024
  nChanged 46
		SP:Iteration 69Q (40495.730000 sec): 3 clusters
  Score: Raw -1994834.499492 + Penalty 3216.252253 = -1991618.247240
  nChanged 37
		SP:Iteration 70Q (40495.990000 sec): 3 clusters
  Score: Raw -1994845.975421 + Penalty 3216.252253 = -1991629.723169
  nChanged 36
		SP:Iteration 71Q (40496.220000 sec): 3 clusters
  Score: Raw -1994858.681303 + Penalty 3216.252253 = -1991642.429050
  nChanged 32
		SP:Iteration 72Q (40496.520000 sec): 3 clusters
  Score: Raw -1994870.515940 + Penalty 3216.252253 = -1991654.263688
  nChanged 35
		SP:Iteration 73Q (40496.790000 sec): 3 clusters
  Score: Raw -1994881.563476 + Penalty 3216.252253 = -1991665.311223
  nChanged 29
		SP:Iteration 74Q (40497.050000 sec): 3 clusters
  Score: Raw -1994892.261926 + Penalty 3216.252253 = -1991676.009673
  nChanged 35
		SP:Iteration 75Q (40497.350000 sec): 3 clusters
  Score: Raw -1994904.700509 + Penalty 3216.252253 = -1991688.448256
  nChanged 27
		SP:Iteration 76Q (40497.580000 sec): 3 clusters
  Score: Raw -1994915.171059 + Penalty 3216.252253 = -1991698.918806
  nChanged 35
		SP:Iteration 77Q (40497.860000 sec): 3 clusters
  Score: Raw -1994930.899829 + Penalty 3216.252253 = -1991714.647576
  nChanged 36
		SP:Iteration 78Q (40498.150000 sec): 3 clusters
  Score: Raw -1994945.913187 + Penalty 3216.252253 = -1991729.660934
  nChanged 30
		SP:Iteration 79Q (40498.420000 sec): 3 clusters
  Score: Raw -1994958.644915 + Penalty 3216.252253 = -1991742.392662
  nChanged 30
		SP:Iteration 80F (40498.660000 sec): 3 clusters
  Score: Raw -1994969.084964 + Penalty 3216.252253 = -1991752.832712
  nChanged 21
		SP:Iteration 81Q (40498.910000 sec): 3 clusters
  Score: Raw -1994976.874103 + Penalty 3216.252253 = -1991760.621850
  nChanged 20
		SP:Iteration 82Q (40499.210000 sec): 3 clusters
  Score: Raw -1994984.311573 + Penalty 3216.252253 = -1991768.059320
  nChanged 25
		SP:Iteration 83Q (40499.460000 sec): 3 clusters
  Score: Raw -1994994.173345 + Penalty 3216.252253 = -1991777.921093
  nChanged 24
		SP:Iteration 84Q (40499.690000 sec): 3 clusters
  Score: Raw -1995004.872631 + Penalty 3216.252253 = -1991788.620378
  nChanged 18
		SP:Iteration 85Q (40499.980000 sec): 3 clusters
  Score: Raw -1995013.480242 + Penalty 3216.252253 = -1991797.227989
  nChanged 18
		SP:Iteration 86Q (40500.260000 sec): 3 clusters
  Score: Raw -1995020.340434 + Penalty 3216.252253 = -1991804.088182
  nChanged 18
		SP:Iteration 87Q (40500.510000 sec): 3 clusters
  Score: Raw -1995028.094953 + Penalty 3216.252253 = -1991811.842701
  nChanged 14
		SP:Iteration 88Q (40500.710000 sec): 3 clusters
  Score: Raw -1995032.986304 + Penalty 3216.252253 = -1991816.734051
  nChanged 11
		SP:Iteration 89Q (40500.990000 sec): 3 clusters
  Score: Raw -1995036.640351 + Penalty 3216.252253 = -1991820.388098
  nChanged 13
		SP:Iteration 90Q (40501.210000 sec): 3 clusters
  Score: Raw -1995042.662199 + Penalty 3216.252253 = -1991826.409947
  nChanged 14
		SP:Iteration 91Q (40501.450000 sec): 3 clusters
  Score: Raw -1995050.323037 + Penalty 3216.252253 = -1991834.070785
  nChanged 19
		SP:Iteration 92Q (40501.760000 sec): 3 clusters
  Score: Raw -1995058.972636 + Penalty 3216.252253 = -1991842.720384
  nChanged 15
		SP:Iteration 93Q (40502.000000 sec): 3 clusters
  Score: Raw -1995066.604307 + Penalty 3216.252253 = -1991850.352054
  nChanged 23
		SP:Iteration 94Q (40502.260000 sec): 3 clusters
  Score: Raw -1995079.509233 + Penalty 3216.252253 = -1991863.256981
  nChanged 23
		SP:Iteration 95Q (40502.540000 sec): 3 clusters
  Score: Raw -1995090.028464 + Penalty 3216.252253 = -1991873.776212
  nChanged 22
		SP:Iteration 96Q (40502.800000 sec): 3 clusters
  Score: Raw -1995101.695823 + Penalty 3216.252253 = -1991885.443571
  nChanged 17
		SP:Iteration 97Q (40503.090000 sec): 3 clusters
  Score: Raw -1995111.365831 + Penalty 3216.252253 = -1991895.113578
  nChanged 17
		SP:Iteration 98Q (40503.350000 sec): 3 clusters
  Score: Raw -1995117.618293 + Penalty 3216.252253 = -1991901.366041
  nChanged 8
		SP:Iteration 99Q (40503.580000 sec): 3 clusters
  Score: Raw -1995120.418710 + Penalty 3216.252253 = -1991904.166458
  nChanged 10
		SP:Iteration 100F (40503.900000 sec): 3 clusters
  Score: Raw -1995124.678447 + Penalty 3216.252253 = -1991908.426194
  nChanged 11
		SP:Iteration 101Q (40504.110000 sec): 3 clusters
  Score: Raw -1995133.154303 + Penalty 3216.252253 = -1991916.902050
  nChanged 11
		SP:Iteration 102Q (40504.370000 sec): 3 clusters
  Score: Raw -1995141.089897 + Penalty 3216.252253 = -1991924.837645
  nChanged 9
		SP:Iteration 103Q (40504.640000 sec): 3 clusters
  Score: Raw -1995145.606659 + Penalty 3216.252253 = -1991929.354406
  nChanged 5
		SP:Iteration 104Q (40504.900000 sec): 3 clusters
  Score: Raw -1995146.788966 + Penalty 3216.252253 = -1991930.536713
  nChanged 3
		SP:Iteration 105Q (40505.180000 sec): 3 clusters
  Score: Raw -1995147.818797 + Penalty 3216.252253 = -1991931.566544
  nChanged 1
		SP:Iteration 106Q (40505.470000 sec): 3 clusters
  Score: Raw -1995148.248903 + Penalty 3216.252253 = -1991931.996651
  nChanged 2
		SP:Iteration 107Q (40505.800000 sec): 3 clusters
  Score: Raw -1995149.395240 + Penalty 3216.252253 = -1991933.142987
  nChanged 2
		SP:Iteration 108Q (40506.020000 sec): 3 clusters
  Score: Raw -1995150.186036 + Penalty 3216.252253 = -1991933.933784
  nChanged 3
		SP:Iteration 109Q (40506.250000 sec): 3 clusters
  Score: Raw -1995150.956408 + Penalty 3216.252253 = -1991934.704155
  nChanged 3
		SP:Iteration 110Q (40506.530000 sec): 3 clusters
  Score: Raw -1995152.434437 + Penalty 3216.252253 = -1991936.182184
  nChanged 4
		SP:Iteration 111Q (40506.760000 sec): 3 clusters
  Score: Raw -1995154.118132 + Penalty 3216.252253 = -1991937.865879
  nChanged 5
		SP:Iteration 112Q (40506.970000 sec): 3 clusters
  Score: Raw -1995155.817804 + Penalty 3216.252253 = -1991939.565551
  nChanged 2
		SP:Iteration 113Q (40507.250000 sec): 3 clusters
  Score: Raw -1995156.234839 + Penalty 3216.252253 = -1991939.982586
  nChanged 1
		SP:Iteration 114Q (40507.560000 sec): 3 clusters
  Score: Raw -1995156.694422 + Penalty 3216.252253 = -1991940.442170
  nChanged 0
		SP:Iteration 115F (40507.830000 sec): 3 clusters
  Score: Raw -1995156.694422 + Penalty 3216.252253 = -1991940.442170
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40507.930000 sec): 2 clusters
  Score: Raw -416322.995150 + Penalty 1345.120751 = -414977.874399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40508.140000 sec): 3 clusters
  Score: Raw -414361.339025 + Penalty 2690.241502 = -411671.097522
  nChanged 1547
		SP:Iteration 1F (40508.310000 sec): 3 clusters
  Score: Raw -415360.604576 + Penalty 2690.241502 = -412670.363073
  nChanged 372
		SP:Iteration 2F (40508.550000 sec): 3 clusters
  Score: Raw -415681.343580 + Penalty 2690.241502 = -412991.102078
  nChanged 303
		SP:Iteration 3F (40508.740000 sec): 3 clusters
  Score: Raw -415978.951537 + Penalty 2690.241502 = -413288.710035
  nChanged 277
		SP:Iteration 4F (40508.930000 sec): 3 clusters
  Score: Raw -416242.349404 + Penalty 2690.241502 = -413552.107902
  nChanged 239
		SP:Iteration 5F (40509.090000 sec): 3 clusters
  Score: Raw -416441.399478 + Penalty 2690.241502 = -413751.157976
  nChanged 183
		SP:Iteration 6Q (40509.320000 sec): 3 clusters
  Score: Raw -416574.976372 + Penalty 2690.241502 = -413884.734870
  nChanged 131
		SP:Iteration 7Q (40509.510000 sec): 3 clusters
  Score: Raw -416675.796420 + Penalty 2690.241502 = -413985.554918
  nChanged 105
		SP:Iteration 8Q (40509.670000 sec): 3 clusters
  Score: Raw -416747.677758 + Penalty 2690.241502 = -414057.436256
  nChanged 87
		SP:Iteration 9Q (40509.870000 sec): 3 clusters
  Score: Raw -416804.838067 + Penalty 2690.241502 = -414114.596564
  nChanged 78
		SP:Iteration 10Q (40510.060000 sec): 3 clusters
  Score: Raw -416858.445580 + Penalty 2690.241502 = -414168.204078
  nChanged 81
		SP:Iteration 11Q (40510.240000 sec): 3 clusters
  Score: Raw -416909.483006 + Penalty 2690.241502 = -414219.241503
  nChanged 69
		SP:Iteration 12Q (40510.420000 sec): 3 clusters
  Score: Raw -416954.157587 + Penalty 2690.241502 = -414263.916085
  nChanged 63
		SP:Iteration 13Q (40510.630000 sec): 3 clusters
  Score: Raw -416989.781062 + Penalty 2690.241502 = -414299.539560
  nChanged 63
		SP:Iteration 14Q (40510.780000 sec): 3 clusters
  Score: Raw -417022.479885 + Penalty 2690.241502 = -414332.238383
  nChanged 53
		SP:Iteration 15Q (40510.970000 sec): 3 clusters
  Score: Raw -417050.535945 + Penalty 2690.241502 = -414360.294442
  nChanged 54
		SP:Iteration 16Q (40511.140000 sec): 3 clusters
  Score: Raw -417076.373176 + Penalty 2690.241502 = -414386.131673
  nChanged 49
		SP:Iteration 17Q (40511.320000 sec): 3 clusters
  Score: Raw -417100.690463 + Penalty 2690.241502 = -414410.448961
  nChanged 35
		SP:Iteration 18Q (40511.510000 sec): 3 clusters
  Score: Raw -417115.610100 + Penalty 2690.241502 = -414425.368598
  nChanged 31
		SP:Iteration 19Q (40511.750000 sec): 3 clusters
  Score: Raw -417130.900898 + Penalty 2690.241502 = -414440.659396
  nChanged 29
		SP:Iteration 20F (40511.930000 sec): 3 clusters
  Score: Raw -417148.738499 + Penalty 2690.241502 = -414458.496997
  nChanged 26
		SP:Iteration 21Q (40512.140000 sec): 3 clusters
  Score: Raw -417162.348621 + Penalty 2690.241502 = -414472.107119
  nChanged 32
		SP:Iteration 22Q (40512.310000 sec): 3 clusters
  Score: Raw -417174.106205 + Penalty 2690.241502 = -414483.864703
  nChanged 22
		SP:Iteration 23Q (40512.480000 sec): 3 clusters
  Score: Raw -417182.297199 + Penalty 2690.241502 = -414492.055697
  nChanged 22
		SP:Iteration 24Q (40512.700000 sec): 3 clusters
  Score: Raw -417189.544611 + Penalty 2690.241502 = -414499.303108
  nChanged 17
		SP:Iteration 25Q (40512.850000 sec): 3 clusters
  Score: Raw -417193.534423 + Penalty 2690.241502 = -414503.292920
  nChanged 12
		SP:Iteration 26Q (40513.050000 sec): 3 clusters
  Score: Raw -417196.029739 + Penalty 2690.241502 = -414505.788237
  nChanged 9
		SP:Iteration 27Q (40513.220000 sec): 3 clusters
  Score: Raw -417198.082654 + Penalty 2690.241502 = -414507.841152
  nChanged 12
		SP:Iteration 28Q (40513.400000 sec): 3 clusters
  Score: Raw -417200.731518 + Penalty 2690.241502 = -414510.490016
  nChanged 12
		SP:Iteration 29Q (40513.600000 sec): 3 clusters
  Score: Raw -417205.388459 + Penalty 2690.241502 = -414515.146957
  nChanged 9
		SP:Iteration 30Q (40513.790000 sec): 3 clusters
  Score: Raw -417207.716759 + Penalty 2690.241502 = -414517.475257
  nChanged 6
		SP:Iteration 31Q (40513.960000 sec): 3 clusters
  Score: Raw -417209.202641 + Penalty 2690.241502 = -414518.961139
  nChanged 3
		SP:Iteration 32Q (40514.180000 sec): 3 clusters
  Score: Raw -417209.859281 + Penalty 2690.241502 = -414519.617778
  nChanged 1
		SP:Iteration 33Q (40514.340000 sec): 3 clusters
  Score: Raw -417210.123088 + Penalty 2690.241502 = -414519.881586
  nChanged 3
		SP:Iteration 34Q (40514.530000 sec): 3 clusters
  Score: Raw -417210.629785 + Penalty 2690.241502 = -414520.388283
  nChanged 2
		SP:Iteration 35Q (40514.730000 sec): 3 clusters
  Score: Raw -417211.457104 + Penalty 2690.241502 = -414521.215602
  nChanged 3
		SP:Iteration 36Q (40514.900000 sec): 3 clusters
  Score: Raw -417212.247369 + Penalty 2690.241502 = -414522.005867
  nChanged 4
		SP:Iteration 37Q (40515.060000 sec): 3 clusters
  Score: Raw -417212.783756 + Penalty 2690.241502 = -414522.542254
  nChanged 2
		SP:Iteration 38Q (40515.270000 sec): 3 clusters
  Score: Raw -417213.146643 + Penalty 2690.241502 = -414522.905140
  nChanged 1
		SP:Iteration 39Q (40515.430000 sec): 3 clusters
  Score: Raw -417213.311789 + Penalty 2690.241502 = -414523.070287
  nChanged 1
		SP:Iteration 40F (40515.630000 sec): 3 clusters
  Score: Raw -417213.407366 + Penalty 2690.241502 = -414523.165864
  nChanged 1
		SP:Iteration 41Q (40515.820000 sec): 3 clusters
  Score: Raw -417213.538620 + Penalty 2690.241502 = -414523.297118
  nChanged 0
		SP:Iteration 42F (40516.020000 sec): 3 clusters
  Score: Raw -417213.538620 + Penalty 2690.241502 = -414523.297118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40516.100000 sec): 2 clusters
  Score: Raw -955214.999081 + Penalty 1475.574661 = -953739.424420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40516.330000 sec): 3 clusters
  Score: Raw -950284.222837 + Penalty 2951.149322 = -947333.073515
  nChanged 3737
		SP:Iteration 1F (40516.510000 sec): 3 clusters
  Score: Raw -952292.144015 + Penalty 2951.149322 = -949340.994694
  nChanged 590
		SP:Iteration 2F (40516.740000 sec): 3 clusters
  Score: Raw -952604.522032 + Penalty 2951.149322 = -949653.372710
  nChanged 553
		SP:Iteration 3F (40516.940000 sec): 3 clusters
  Score: Raw -952899.249969 + Penalty 2951.149322 = -949948.100647
  nChanged 500
		SP:Iteration 4F (40517.150000 sec): 3 clusters
  Score: Raw -953194.917271 + Penalty 2951.149322 = -950243.767949
  nChanged 474
		SP:Iteration 5F (40517.360000 sec): 3 clusters
  Score: Raw -953504.654991 + Penalty 2951.149322 = -950553.505669
  nChanged 468
		SP:Iteration 6F (40517.560000 sec): 3 clusters
  Score: Raw -953837.096615 + Penalty 2951.149322 = -950885.947293
  nChanged 473
		SP:Iteration 7F (40517.740000 sec): 3 clusters
  Score: Raw -954206.050086 + Penalty 2951.149322 = -951254.900764
  nChanged 427
		SP:Iteration 8Q (40517.920000 sec): 3 clusters
  Score: Raw -954564.685565 + Penalty 2951.149322 = -951613.536243
  nChanged 386
		SP:Iteration 9Q (40518.160000 sec): 3 clusters
  Score: Raw -954932.407514 + Penalty 2951.149322 = -951981.258192
  nChanged 338
		SP:Iteration 10Q (40518.370000 sec): 3 clusters
  Score: Raw -955235.488213 + Penalty 2951.149322 = -952284.338891
  nChanged 276
		SP:Iteration 11Q (40518.570000 sec): 3 clusters
  Score: Raw -955481.913415 + Penalty 2951.149322 = -952530.764093
  nChanged 208
		SP:Iteration 12Q (40518.770000 sec): 3 clusters
  Score: Raw -955649.371668 + Penalty 2951.149322 = -952698.222347
  nChanged 151
		SP:Iteration 13Q (40518.940000 sec): 3 clusters
  Score: Raw -955745.986355 + Penalty 2951.149322 = -952794.837034
  nChanged 106
		SP:Iteration 14Q (40519.180000 sec): 3 clusters
  Score: Raw -955798.774863 + Penalty 2951.149322 = -952847.625541
  nChanged 63
		SP:Iteration 15Q (40519.430000 sec): 3 clusters
  Score: Raw -955818.824788 + Penalty 2951.149322 = -952867.675467
  nChanged 39
		SP:Iteration 16Q (40519.630000 sec): 3 clusters
  Score: Raw -955828.416720 + Penalty 2951.149322 = -952877.267398
  nChanged 30
		SP:Iteration 17Q (40519.840000 sec): 3 clusters
  Score: Raw -955834.344284 + Penalty 2951.149322 = -952883.194963
  nChanged 16
		SP:Iteration 18Q (40520.030000 sec): 3 clusters
  Score: Raw -955837.678950 + Penalty 2951.149322 = -952886.529629
  nChanged 14
		SP:Iteration 19Q (40520.240000 sec): 3 clusters
  Score: Raw -955840.226252 + Penalty 2951.149322 = -952889.076930
  nChanged 7
		SP:Iteration 20F (40520.420000 sec): 3 clusters
  Score: Raw -955840.958429 + Penalty 2951.149322 = -952889.809107
  nChanged 3
		SP:Iteration 21Q (40520.640000 sec): 3 clusters
  Score: Raw -955841.626777 + Penalty 2951.149322 = -952890.477455
  nChanged 2
		SP:Iteration 22Q (40520.850000 sec): 3 clusters
  Score: Raw -955841.922858 + Penalty 2951.149322 = -952890.773537
  nChanged 1
		SP:Iteration 23Q (40521.060000 sec): 3 clusters
  Score: Raw -955842.065907 + Penalty 2951.149322 = -952890.916585
  nChanged 0
		SP:Iteration 24F (40521.280000 sec): 3 clusters
  Score: Raw -955842.065907 + Penalty 2951.149322 = -952890.916585
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40521.390000 sec): 2 clusters
  Score: Raw -428627.449969 + Penalty 1365.216662 = -427262.233307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40521.570000 sec): 3 clusters
  Score: Raw -426400.803270 + Penalty 2730.433324 = -423670.369946
  nChanged 1768
		SP:Iteration 1F (40521.750000 sec): 3 clusters
  Score: Raw -427535.189276 + Penalty 2730.433324 = -424804.755952
  nChanged 405
		SP:Iteration 2F (40521.920000 sec): 3 clusters
  Score: Raw -427819.271128 + Penalty 2730.433324 = -425088.837804
  nChanged 324
		SP:Iteration 3F (40522.130000 sec): 3 clusters
  Score: Raw -428092.065454 + Penalty 2730.433324 = -425361.632130
  nChanged 283
		SP:Iteration 4F (40522.310000 sec): 3 clusters
  Score: Raw -428367.156567 + Penalty 2730.433324 = -425636.723243
  nChanged 275
		SP:Iteration 5F (40522.480000 sec): 3 clusters
  Score: Raw -428638.305998 + Penalty 2730.433324 = -425907.872673
  nChanged 272
		SP:Iteration 6F (40522.660000 sec): 3 clusters
  Score: Raw -428961.400459 + Penalty 2730.433324 = -426230.967135
  nChanged 274
		SP:Iteration 7F (40522.820000 sec): 3 clusters
  Score: Raw -429315.506782 + Penalty 2730.433324 = -426585.073458
  nChanged 238
		SP:Iteration 8F (40522.970000 sec): 3 clusters
  Score: Raw -429553.267021 + Penalty 2730.433324 = -426822.833696
  nChanged 165
		SP:Iteration 9Q (40523.160000 sec): 3 clusters
  Score: Raw -429697.730965 + Penalty 2730.433324 = -426967.297641
  nChanged 105
		SP:Iteration 10Q (40523.400000 sec): 3 clusters
  Score: Raw -429772.224554 + Penalty 2730.433324 = -427041.791230
  nChanged 71
		SP:Iteration 11Q (40523.590000 sec): 3 clusters
  Score: Raw -429818.164235 + Penalty 2730.433324 = -427087.730911
  nChanged 42
		SP:Iteration 12Q (40523.750000 sec): 3 clusters
  Score: Raw -429838.327253 + Penalty 2730.433324 = -427107.893929
  nChanged 31
		SP:Iteration 13Q (40523.890000 sec): 3 clusters
  Score: Raw -429851.855949 + Penalty 2730.433324 = -427121.422625
  nChanged 28
		SP:Iteration 14Q (40524.030000 sec): 3 clusters
  Score: Raw -429864.591926 + Penalty 2730.433324 = -427134.158602
  nChanged 26
		SP:Iteration 15Q (40524.210000 sec): 3 clusters
  Score: Raw -429874.046991 + Penalty 2730.433324 = -427143.613667
  nChanged 15
		SP:Iteration 16Q (40524.390000 sec): 3 clusters
  Score: Raw -429880.908992 + Penalty 2730.433324 = -427150.475667
  nChanged 13
		SP:Iteration 17Q (40524.590000 sec): 3 clusters
  Score: Raw -429885.235747 + Penalty 2730.433324 = -427154.802423
  nChanged 12
		SP:Iteration 18Q (40524.730000 sec): 3 clusters
  Score: Raw -429889.399139 + Penalty 2730.433324 = -427158.965815
  nChanged 16
		SP:Iteration 19Q (40524.930000 sec): 3 clusters
  Score: Raw -429893.861546 + Penalty 2730.433324 = -427163.428222
  nChanged 7
		SP:Iteration 20F (40525.110000 sec): 3 clusters
  Score: Raw -429896.560063 + Penalty 2730.433324 = -427166.126738
  nChanged 7
		SP:Iteration 21Q (40525.310000 sec): 3 clusters
  Score: Raw -429898.929753 + Penalty 2730.433324 = -427168.496428
  nChanged 1
		SP:Iteration 22Q (40525.520000 sec): 3 clusters
  Score: Raw -429899.173649 + Penalty 2730.433324 = -427168.740325
  nChanged 0
		SP:Iteration 23F (40525.710000 sec): 3 clusters
  Score: Raw -429899.173649 + Penalty 2730.433324 = -427168.740325
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40525.810000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40526.000000 sec): 3 clusters
  Score: Raw -63264.798096 + Penalty 2065.170263 = -61199.627833
  nChanged 128
		SP:Iteration 1F (40526.170000 sec): 3 clusters
  Score: Raw -63556.782547 + Penalty 2065.170263 = -61491.612284
  nChanged 51
		SP:Iteration 2F (40526.340000 sec): 3 clusters
  Score: Raw -63761.405094 + Penalty 2065.170263 = -61696.234831
  nChanged 36
		SP:Iteration 3F (40526.500000 sec): 3 clusters
  Score: Raw -63962.665539 + Penalty 2065.170263 = -61897.495276
  nChanged 35
		SP:Iteration 4F (40526.680000 sec): 3 clusters
  Score: Raw -64030.606993 + Penalty 2065.170263 = -61965.436730
  nChanged 26
		SP:Iteration 5Q (40526.870000 sec): 3 clusters
  Score: Raw -64076.010033 + Penalty 2065.170263 = -62010.839769
  nChanged 19
		SP:Iteration 6Q (40527.030000 sec): 3 clusters
  Score: Raw -64112.788173 + Penalty 2065.170263 = -62047.617910
  nChanged 11
		SP:Iteration 7Q (40527.240000 sec): 3 clusters
  Score: Raw -64137.022569 + Penalty 2065.170263 = -62071.852306
  nChanged 8
		SP:Iteration 8Q (40527.410000 sec): 3 clusters
  Score: Raw -64156.564322 + Penalty 2065.170263 = -62091.394058
  nChanged 4
		SP:Iteration 9Q (40527.550000 sec): 3 clusters
  Score: Raw -64164.340606 + Penalty 2065.170263 = -62099.170343
  nChanged 2
		SP:Iteration 10Q (40527.730000 sec): 3 clusters
  Score: Raw -64166.344710 + Penalty 2065.170263 = -62101.174447
  nChanged 1
		SP:Iteration 11Q (40527.880000 sec): 3 clusters
  Score: Raw -64170.298714 + Penalty 2065.170263 = -62105.128451
  nChanged 0
		SP:Iteration 12F (40528.080000 sec): 3 clusters
  Score: Raw -64170.298714 + Penalty 2065.170263 = -62105.128451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40528.190000 sec): 2 clusters
  Score: Raw -353888.104235 + Penalty 1311.725238 = -352576.378997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40528.370000 sec): 3 clusters
  Score: Raw -352380.066108 + Penalty 2623.450475 = -349756.615633
  nChanged 1221
		SP:Iteration 1F (40528.560000 sec): 3 clusters
  Score: Raw -353093.735324 + Penalty 2623.450475 = -350470.284849
  nChanged 277
		SP:Iteration 2F (40528.750000 sec): 3 clusters
  Score: Raw -353294.185145 + Penalty 2623.450475 = -350670.734670
  nChanged 200
		SP:Iteration 3F (40528.950000 sec): 3 clusters
  Score: Raw -353436.769025 + Penalty 2623.450475 = -350813.318550
  nChanged 138
		SP:Iteration 4Q (40529.120000 sec): 3 clusters
  Score: Raw -353522.324110 + Penalty 2623.450475 = -350898.873635
  nChanged 121
		SP:Iteration 5Q (40529.280000 sec): 3 clusters
  Score: Raw -353593.301724 + Penalty 2623.450475 = -350969.851249
  nChanged 107
		SP:Iteration 6Q (40529.450000 sec): 3 clusters
  Score: Raw -353671.563277 + Penalty 2623.450475 = -351048.112801
  nChanged 112
		SP:Iteration 7Q (40529.670000 sec): 3 clusters
  Score: Raw -353753.487848 + Penalty 2623.450475 = -351130.037372
  nChanged 108
		SP:Iteration 8Q (40529.780000 sec): 3 clusters
  Score: Raw -353835.671265 + Penalty 2623.450475 = -351212.220790
  nChanged 113
		SP:Iteration 9Q (40529.960000 sec): 3 clusters
  Score: Raw -353914.505443 + Penalty 2623.450475 = -351291.054968
  nChanged 83
		SP:Iteration 10Q (40530.090000 sec): 3 clusters
  Score: Raw -353965.532005 + Penalty 2623.450475 = -351342.081530
  nChanged 72
		SP:Iteration 11Q (40530.260000 sec): 3 clusters
  Score: Raw -354008.644620 + Penalty 2623.450475 = -351385.194144
  nChanged 49
		SP:Iteration 12Q (40530.460000 sec): 3 clusters
  Score: Raw -354033.882774 + Penalty 2623.450475 = -351410.432299
  nChanged 36
		SP:Iteration 13Q (40530.650000 sec): 3 clusters
  Score: Raw -354049.678738 + Penalty 2623.450475 = -351426.228262
  nChanged 27
		SP:Iteration 14Q (40530.780000 sec): 3 clusters
  Score: Raw -354058.995797 + Penalty 2623.450475 = -351435.545322
  nChanged 15
		SP:Iteration 15Q (40530.990000 sec): 3 clusters
  Score: Raw -354065.060828 + Penalty 2623.450475 = -351441.610353
  nChanged 13
		SP:Iteration 16Q (40531.140000 sec): 3 clusters
  Score: Raw -354071.813450 + Penalty 2623.450475 = -351448.362975
  nChanged 12
		SP:Iteration 17Q (40531.320000 sec): 3 clusters
  Score: Raw -354076.063110 + Penalty 2623.450475 = -351452.612634
  nChanged 10
		SP:Iteration 18Q (40531.540000 sec): 3 clusters
  Score: Raw -354080.052974 + Penalty 2623.450475 = -351456.602498
  nChanged 9
		SP:Iteration 19Q (40531.700000 sec): 3 clusters
  Score: Raw -354083.261518 + Penalty 2623.450475 = -351459.811043
  nChanged 6
		SP:Iteration 20F (40531.880000 sec): 3 clusters
  Score: Raw -354084.833237 + Penalty 2623.450475 = -351461.382762
  nChanged 1
		SP:Iteration 21Q (40532.070000 sec): 3 clusters
  Score: Raw -354085.084547 + Penalty 2623.450475 = -351461.634071
  nChanged 0
		SP:Iteration 22F (40532.280000 sec): 3 clusters
  Score: Raw -354085.084547 + Penalty 2623.450475 = -351461.634071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40532.420000 sec): 2 clusters
  Score: Raw -461125.654778 + Penalty 1358.777597 = -459766.877181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40532.540000 sec): 3 clusters
  Score: Raw -458977.884777 + Penalty 2717.555194 = -456260.329583
  nChanged 1701
		SP:Iteration 1F (40532.730000 sec): 3 clusters
  Score: Raw -459998.680331 + Penalty 2717.555194 = -457281.125137
  nChanged 338
		SP:Iteration 2F (40532.890000 sec): 3 clusters
  Score: Raw -460188.206411 + Penalty 2717.555194 = -457470.651217
  nChanged 248
		SP:Iteration 3F (40533.080000 sec): 3 clusters
  Score: Raw -460349.480250 + Penalty 2717.555194 = -457631.925056
  nChanged 226
		SP:Iteration 4F (40533.240000 sec): 3 clusters
  Score: Raw -460528.521567 + Penalty 2717.555194 = -457810.966373
  nChanged 244
		SP:Iteration 5F (40533.400000 sec): 3 clusters
  Score: Raw -460713.313276 + Penalty 2717.555194 = -457995.758082
  nChanged 222
		SP:Iteration 6F (40533.560000 sec): 3 clusters
  Score: Raw -460885.541088 + Penalty 2717.555194 = -458167.985894
  nChanged 194
		SP:Iteration 7Q (40533.740000 sec): 3 clusters
  Score: Raw -461028.994663 + Penalty 2717.555194 = -458311.439469
  nChanged 169
		SP:Iteration 8Q (40533.910000 sec): 3 clusters
  Score: Raw -461149.187310 + Penalty 2717.555194 = -458431.632116
  nChanged 146
		SP:Iteration 9Q (40534.060000 sec): 3 clusters
  Score: Raw -461228.425961 + Penalty 2717.555194 = -458510.870767
  nChanged 93
		SP:Iteration 10Q (40534.240000 sec): 3 clusters
  Score: Raw -461275.278769 + Penalty 2717.555194 = -458557.723575
  nChanged 91
		SP:Iteration 11Q (40534.440000 sec): 3 clusters
  Score: Raw -461321.837975 + Penalty 2717.555194 = -458604.282781
  nChanged 80
		SP:Iteration 12Q (40534.620000 sec): 3 clusters
  Score: Raw -461355.305820 + Penalty 2717.555194 = -458637.750626
  nChanged 70
		SP:Iteration 13Q (40534.800000 sec): 3 clusters
  Score: Raw -461382.946999 + Penalty 2717.555194 = -458665.391806
  nChanged 55
		SP:Iteration 14Q (40534.950000 sec): 3 clusters
  Score: Raw -461406.180829 + Penalty 2717.555194 = -458688.625635
  nChanged 56
		SP:Iteration 15Q (40535.170000 sec): 3 clusters
  Score: Raw -461431.202754 + Penalty 2717.555194 = -458713.647561
  nChanged 54
		SP:Iteration 16Q (40535.320000 sec): 3 clusters
  Score: Raw -461454.534613 + Penalty 2717.555194 = -458736.979419
  nChanged 44
		SP:Iteration 17Q (40535.510000 sec): 3 clusters
  Score: Raw -461476.979984 + Penalty 2717.555194 = -458759.424790
  nChanged 35
		SP:Iteration 18Q (40535.700000 sec): 3 clusters
  Score: Raw -461489.381985 + Penalty 2717.555194 = -458771.826792
  nChanged 32
		SP:Iteration 19Q (40535.840000 sec): 3 clusters
  Score: Raw -461499.023015 + Penalty 2717.555194 = -458781.467821
  nChanged 19
		SP:Iteration 20F (40536.020000 sec): 3 clusters
  Score: Raw -461504.475944 + Penalty 2717.555194 = -458786.920750
  nChanged 9
		SP:Iteration 21Q (40536.180000 sec): 3 clusters
  Score: Raw -461508.133396 + Penalty 2717.555194 = -458790.578202
  nChanged 5
		SP:Iteration 22Q (40536.390000 sec): 3 clusters
  Score: Raw -461509.647498 + Penalty 2717.555194 = -458792.092304
  nChanged 7
		SP:Iteration 23Q (40536.540000 sec): 3 clusters
  Score: Raw -461512.051074 + Penalty 2717.555194 = -458794.495880
  nChanged 9
		SP:Iteration 24Q (40536.740000 sec): 3 clusters
  Score: Raw -461515.354568 + Penalty 2717.555194 = -458797.799374
  nChanged 12
		SP:Iteration 25Q (40536.900000 sec): 3 clusters
  Score: Raw -461520.735813 + Penalty 2717.555194 = -458803.180619
  nChanged 13
		SP:Iteration 26Q (40537.090000 sec): 3 clusters
  Score: Raw -461527.014350 + Penalty 2717.555194 = -458809.459156
  nChanged 12
		SP:Iteration 27Q (40537.290000 sec): 3 clusters
  Score: Raw -461534.121034 + Penalty 2717.555194 = -458816.565840
  nChanged 29
		SP:Iteration 28Q (40537.500000 sec): 3 clusters
  Score: Raw -461545.918670 + Penalty 2717.555194 = -458828.363476
  nChanged 28
		SP:Iteration 29Q (40537.650000 sec): 3 clusters
  Score: Raw -461558.900482 + Penalty 2717.555194 = -458841.345289
  nChanged 26
		SP:Iteration 30Q (40537.820000 sec): 3 clusters
  Score: Raw -461570.614060 + Penalty 2717.555194 = -458853.058867
  nChanged 32
		SP:Iteration 31Q (40537.960000 sec): 3 clusters
  Score: Raw -461580.996663 + Penalty 2717.555194 = -458863.441469
  nChanged 15
		SP:Iteration 32Q (40538.190000 sec): 3 clusters
  Score: Raw -461584.756064 + Penalty 2717.555194 = -458867.200870
  nChanged 13
		SP:Iteration 33Q (40538.380000 sec): 3 clusters
  Score: Raw -461587.519873 + Penalty 2717.555194 = -458869.964680
  nChanged 4
		SP:Iteration 34Q (40538.570000 sec): 3 clusters
  Score: Raw -461588.375891 + Penalty 2717.555194 = -458870.820697
  nChanged 2
		SP:Iteration 35Q (40538.760000 sec): 3 clusters
  Score: Raw -461588.807888 + Penalty 2717.555194 = -458871.252695
  nChanged 4
		SP:Iteration 36Q (40538.970000 sec): 3 clusters
  Score: Raw -461590.016887 + Penalty 2717.555194 = -458872.461693
  nChanged 2
		SP:Iteration 37Q (40539.150000 sec): 3 clusters
  Score: Raw -461590.356721 + Penalty 2717.555194 = -458872.801528
  nChanged 2
		SP:Iteration 38Q (40539.350000 sec): 3 clusters
  Score: Raw -461590.711280 + Penalty 2717.555194 = -458873.156086
  nChanged 2
		SP:Iteration 39Q (40539.500000 sec): 3 clusters
  Score: Raw -461591.281988 + Penalty 2717.555194 = -458873.726795
  nChanged 4
		SP:Iteration 40F (40539.620000 sec): 3 clusters
  Score: Raw -461592.087589 + Penalty 2717.555194 = -458874.532395
  nChanged 3
		SP:Iteration 41Q (40539.800000 sec): 3 clusters
  Score: Raw -461592.873816 + Penalty 2717.555194 = -458875.318623
  nChanged 3
		SP:Iteration 42Q (40540.020000 sec): 3 clusters
  Score: Raw -461593.394812 + Penalty 2717.555194 = -458875.839619
  nChanged 1
		SP:Iteration 43Q (40540.200000 sec): 3 clusters
  Score: Raw -461593.484553 + Penalty 2717.555194 = -458875.929359
  nChanged 1
		SP:Iteration 44Q (40540.360000 sec): 3 clusters
  Score: Raw -461593.727550 + Penalty 2717.555194 = -458876.172356
  nChanged 0
		SP:Iteration 45F (40540.570000 sec): 3 clusters
  Score: Raw -461593.727550 + Penalty 2717.555194 = -458876.172356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40540.740000 sec): 2 clusters
  Score: Raw -1932400.409804 + Penalty 1585.355051 = -1930815.054753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40541.030000 sec): 3 clusters
  Score: Raw -1922172.760576 + Penalty 3170.710102 = -1919002.050474
  nChanged 7632
		SP:Iteration 1F (40541.350000 sec): 3 clusters
  Score: Raw -1926418.744337 + Penalty 3170.710102 = -1923248.034235
  nChanged 910
		SP:Iteration 2F (40541.590000 sec): 3 clusters
  Score: Raw -1926726.102534 + Penalty 3170.710102 = -1923555.392432
  nChanged 757
		SP:Iteration 3Q (40541.920000 sec): 3 clusters
  Score: Raw -1926991.947198 + Penalty 3170.710102 = -1923821.237096
  nChanged 757
		SP:Iteration 4Q (40542.230000 sec): 3 clusters
  Score: Raw -1927259.649363 + Penalty 3170.710102 = -1924088.939261
  nChanged 729
		SP:Iteration 5Q (40542.520000 sec): 3 clusters
  Score: Raw -1927539.443985 + Penalty 3170.710102 = -1924368.733883
  nChanged 755
		SP:Iteration 6Q (40542.800000 sec): 3 clusters
  Score: Raw -1927856.088900 + Penalty 3170.710102 = -1924685.378798
  nChanged 764
		SP:Iteration 7Q (40543.060000 sec): 3 clusters
  Score: Raw -1928224.068657 + Penalty 3170.710102 = -1925053.358555
  nChanged 862
		SP:Iteration 8Q (40543.340000 sec): 3 clusters
  Score: Raw -1928677.015656 + Penalty 3170.710102 = -1925506.305554
  nChanged 905
		SP:Iteration 9F (40543.660000 sec): 3 clusters
  Score: Raw -1929206.103241 + Penalty 3170.710102 = -1926035.393139
  nChanged 876
		SP:Iteration 10F (40544.040000 sec): 3 clusters
  Score: Raw -1929758.282084 + Penalty 3170.710102 = -1926587.571982
  nChanged 788
		SP:Iteration 11Q (40544.380000 sec): 3 clusters
  Score: Raw -1930280.559335 + Penalty 3170.710102 = -1927109.849233
  nChanged 745
		SP:Iteration 12Q (40544.640000 sec): 3 clusters
  Score: Raw -1930813.629763 + Penalty 3170.710102 = -1927642.919661
  nChanged 620
		SP:Iteration 13Q (40544.930000 sec): 3 clusters
  Score: Raw -1931250.111550 + Penalty 3170.710102 = -1928079.401448
  nChanged 500
		SP:Iteration 14Q (40545.190000 sec): 3 clusters
  Score: Raw -1931620.629945 + Penalty 3170.710102 = -1928449.919843
  nChanged 371
		SP:Iteration 15Q (40545.480000 sec): 3 clusters
  Score: Raw -1931923.880156 + Penalty 3170.710102 = -1928753.170054
  nChanged 267
		SP:Iteration 16Q (40545.820000 sec): 3 clusters
  Score: Raw -1932146.799086 + Penalty 3170.710102 = -1928976.088984
  nChanged 167
		SP:Iteration 17Q (40546.050000 sec): 3 clusters
  Score: Raw -1932286.085800 + Penalty 3170.710102 = -1929115.375698
  nChanged 128
		SP:Iteration 18Q (40546.320000 sec): 3 clusters
  Score: Raw -1932408.236065 + Penalty 3170.710102 = -1929237.525963
  nChanged 71
		SP:Iteration 19Q (40546.520000 sec): 3 clusters
  Score: Raw -1932475.331869 + Penalty 3170.710102 = -1929304.621767
  nChanged 48
		SP:Iteration 20F (40546.830000 sec): 3 clusters
  Score: Raw -1932518.323221 + Penalty 3170.710102 = -1929347.613119
  nChanged 30
		SP:Iteration 21Q (40547.070000 sec): 3 clusters
  Score: Raw -1932548.244252 + Penalty 3170.710102 = -1929377.534150
  nChanged 24
		SP:Iteration 22Q (40547.350000 sec): 3 clusters
  Score: Raw -1932573.469391 + Penalty 3170.710102 = -1929402.759289
  nChanged 19
		SP:Iteration 23Q (40547.620000 sec): 3 clusters
  Score: Raw -1932592.132421 + Penalty 3170.710102 = -1929421.422319
  nChanged 12
		SP:Iteration 24Q (40547.890000 sec): 3 clusters
  Score: Raw -1932604.710459 + Penalty 3170.710102 = -1929434.000357
  nChanged 11
		SP:Iteration 25Q (40548.130000 sec): 3 clusters
  Score: Raw -1932617.096317 + Penalty 3170.710102 = -1929446.386215
  nChanged 7
		SP:Iteration 26Q (40548.430000 sec): 3 clusters
  Score: Raw -1932624.060710 + Penalty 3170.710102 = -1929453.350608
  nChanged 7
		SP:Iteration 27Q (40548.660000 sec): 3 clusters
  Score: Raw -1932631.742441 + Penalty 3170.710102 = -1929461.032339
  nChanged 6
		SP:Iteration 28Q (40548.910000 sec): 3 clusters
  Score: Raw -1932638.562707 + Penalty 3170.710102 = -1929467.852605
  nChanged 6
		SP:Iteration 29Q (40549.190000 sec): 3 clusters
  Score: Raw -1932644.537747 + Penalty 3170.710102 = -1929473.827645
  nChanged 2
		SP:Iteration 30Q (40549.420000 sec): 3 clusters
  Score: Raw -1932645.804585 + Penalty 3170.710102 = -1929475.094483
  nChanged 1
		SP:Iteration 31Q (40549.690000 sec): 3 clusters
  Score: Raw -1932646.690175 + Penalty 3170.710102 = -1929475.980073
  nChanged 1
		SP:Iteration 32Q (40549.900000 sec): 3 clusters
  Score: Raw -1932648.699409 + Penalty 3170.710102 = -1929477.989307
  nChanged 5
		SP:Iteration 33Q (40550.180000 sec): 3 clusters
  Score: Raw -1932654.308621 + Penalty 3170.710102 = -1929483.598519
  nChanged 2
		SP:Iteration 34Q (40550.430000 sec): 3 clusters
  Score: Raw -1932656.251558 + Penalty 3170.710102 = -1929485.541456
  nChanged 2
		SP:Iteration 35Q (40550.670000 sec): 3 clusters
  Score: Raw -1932657.212206 + Penalty 3170.710102 = -1929486.502104
  nChanged 1
		SP:Iteration 36Q (40550.930000 sec): 3 clusters
  Score: Raw -1932659.308643 + Penalty 3170.710102 = -1929488.598541
  nChanged 1
		SP:Iteration 37Q (40551.200000 sec): 3 clusters
  Score: Raw -1932661.218384 + Penalty 3170.710102 = -1929490.508282
  nChanged 0
		SP:Iteration 38F (40551.470000 sec): 3 clusters
  Score: Raw -1932661.218384 + Penalty 3170.710102 = -1929490.508282
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40551.560000 sec): 2 clusters
  Score: Raw -477941.559517 + Penalty 1363.270971 = -476578.288547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40551.760000 sec): 3 clusters
  Score: Raw -475754.178664 + Penalty 2726.541941 = -473027.636722
  nChanged 1749
		SP:Iteration 1F (40551.960000 sec): 3 clusters
  Score: Raw -476827.856845 + Penalty 2726.541941 = -474101.314903
  nChanged 400
		SP:Iteration 2F (40552.160000 sec): 3 clusters
  Score: Raw -477163.166142 + Penalty 2726.541941 = -474436.624201
  nChanged 339
		SP:Iteration 3F (40552.330000 sec): 3 clusters
  Score: Raw -477478.164550 + Penalty 2726.541941 = -474751.622609
  nChanged 293
		SP:Iteration 4F (40552.510000 sec): 3 clusters
  Score: Raw -477728.135447 + Penalty 2726.541941 = -475001.593505
  nChanged 219
		SP:Iteration 5Q (40552.750000 sec): 3 clusters
  Score: Raw -477892.718482 + Penalty 2726.541941 = -475166.176540
  nChanged 138
		SP:Iteration 6Q (40552.910000 sec): 3 clusters
  Score: Raw -478000.996484 + Penalty 2726.541941 = -475274.454542
  nChanged 102
		SP:Iteration 7Q (40553.110000 sec): 3 clusters
  Score: Raw -478082.015845 + Penalty 2726.541941 = -475355.473903
  nChanged 93
		SP:Iteration 8Q (40553.330000 sec): 3 clusters
  Score: Raw -478137.334700 + Penalty 2726.541941 = -475410.792759
  nChanged 65
		SP:Iteration 9Q (40553.480000 sec): 3 clusters
  Score: Raw -478165.589268 + Penalty 2726.541941 = -475439.047327
  nChanged 39
		SP:Iteration 10Q (40553.670000 sec): 3 clusters
  Score: Raw -478185.243203 + Penalty 2726.541941 = -475458.701261
  nChanged 35
		SP:Iteration 11Q (40553.930000 sec): 3 clusters
  Score: Raw -478199.070807 + Penalty 2726.541941 = -475472.528865
  nChanged 23
		SP:Iteration 12Q (40554.110000 sec): 3 clusters
  Score: Raw -478207.211700 + Penalty 2726.541941 = -475480.669759
  nChanged 9
		SP:Iteration 13Q (40554.240000 sec): 3 clusters
  Score: Raw -478209.769561 + Penalty 2726.541941 = -475483.227620
  nChanged 4
		SP:Iteration 14Q (40554.450000 sec): 3 clusters
  Score: Raw -478210.625198 + Penalty 2726.541941 = -475484.083257
  nChanged 2
		SP:Iteration 15Q (40554.650000 sec): 3 clusters
  Score: Raw -478211.428309 + Penalty 2726.541941 = -475484.886367
  nChanged 3
		SP:Iteration 16Q (40554.790000 sec): 3 clusters
  Score: Raw -478211.952437 + Penalty 2726.541941 = -475485.410496
  nChanged 2
		SP:Iteration 17Q (40554.990000 sec): 3 clusters
  Score: Raw -478212.699278 + Penalty 2726.541941 = -475486.157336
  nChanged 1
		SP:Iteration 18Q (40555.160000 sec): 3 clusters
  Score: Raw -478212.803168 + Penalty 2726.541941 = -475486.261227
  nChanged 0
		SP:Iteration 19F (40555.360000 sec): 3 clusters
  Score: Raw -478212.803168 + Penalty 2726.541941 = -475486.261227
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40555.840000 sec): 2 clusters
  Score: Raw -10347541.905658 + Penalty 1860.665929 = -10345681.239729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40556.470000 sec): 3 clusters
  Score: Raw -10286562.253297 + Penalty 3721.331858 = -10282840.921439
  nChanged 45029
		SP:Iteration 1F (40557.040000 sec): 3 clusters
  Score: Raw -10313392.625452 + Penalty 3721.331858 = -10309671.293594
  nChanged 4334
		SP:Iteration 2Q (40557.650000 sec): 3 clusters
  Score: Raw -10315114.029189 + Penalty 3721.331858 = -10311392.697331
  nChanged 5333
		SP:Iteration 3F (40558.200000 sec): 3 clusters
  Score: Raw -10317877.377507 + Penalty 3721.331858 = -10314156.045649
  nChanged 6532
		SP:Iteration 4F (40558.760000 sec): 3 clusters
  Score: Raw -10322244.879059 + Penalty 3721.331858 = -10318523.547201
  nChanged 7385
		SP:Iteration 5F (40559.300000 sec): 3 clusters
  Score: Raw -10328160.914148 + Penalty 3721.331858 = -10324439.582291
  nChanged 7339
		SP:Iteration 6F (40559.850000 sec): 3 clusters
  Score: Raw -10334870.406008 + Penalty 3721.331858 = -10331149.074150
  nChanged 6059
		SP:Iteration 7F (40560.400000 sec): 3 clusters
  Score: Raw -10340700.717055 + Penalty 3721.331858 = -10336979.385197
  nChanged 3875
		SP:Iteration 8Q (40560.940000 sec): 3 clusters
  Score: Raw -10344406.688317 + Penalty 3721.331858 = -10340685.356459
  nChanged 2009
		SP:Iteration 9Q (40561.540000 sec): 3 clusters
  Score: Raw -10346256.527058 + Penalty 3721.331858 = -10342535.195200
  nChanged 883
		SP:Iteration 10Q (40562.090000 sec): 3 clusters
  Score: Raw -10347048.812807 + Penalty 3721.331858 = -10343327.480949
  nChanged 387
		SP:Iteration 11Q (40562.680000 sec): 3 clusters
  Score: Raw -10347416.197473 + Penalty 3721.331858 = -10343694.865615
  nChanged 167
		SP:Iteration 12Q (40563.310000 sec): 3 clusters
  Score: Raw -10347562.496620 + Penalty 3721.331858 = -10343841.164763
  nChanged 79
		SP:Iteration 13Q (40563.990000 sec): 3 clusters
  Score: Raw -10347645.781909 + Penalty 3721.331858 = -10343924.450051
  nChanged 46
		SP:Iteration 14Q (40564.620000 sec): 3 clusters
  Score: Raw -10347708.738654 + Penalty 3721.331858 = -10343987.406796
  nChanged 33
		SP:Iteration 15Q (40565.300000 sec): 3 clusters
  Score: Raw -10347747.278495 + Penalty 3721.331858 = -10344025.946637
  nChanged 15
		SP:Iteration 16Q (40565.930000 sec): 3 clusters
  Score: Raw -10347763.759597 + Penalty 3721.331858 = -10344042.427739
  nChanged 10
		SP:Iteration 17Q (40566.580000 sec): 3 clusters
  Score: Raw -10347770.723246 + Penalty 3721.331858 = -10344049.391388
  nChanged 2
		SP:Iteration 18Q (40567.280000 sec): 3 clusters
  Score: Raw -10347772.381211 + Penalty 3721.331858 = -10344051.049353
  nChanged 4
		SP:Iteration 19Q (40567.960000 sec): 3 clusters
  Score: Raw -10347775.614640 + Penalty 3721.331858 = -10344054.282782
  nChanged 5
		SP:Iteration 20F (40568.770000 sec): 3 clusters
  Score: Raw -10347780.640562 + Penalty 3721.331858 = -10344059.308704
  nChanged 6
		SP:Iteration 21Q (40569.410000 sec): 3 clusters
  Score: Raw -10347785.990456 + Penalty 3721.331858 = -10344064.658598
  nChanged 7
		SP:Iteration 22Q (40570.060000 sec): 3 clusters
  Score: Raw -10347791.040390 + Penalty 3721.331858 = -10344069.708532
  nChanged 4
		SP:Iteration 23Q (40570.720000 sec): 3 clusters
  Score: Raw -10347796.220579 + Penalty 3721.331858 = -10344074.888721
  nChanged 3
		SP:Iteration 24Q (40571.400000 sec): 3 clusters
  Score: Raw -10347801.007042 + Penalty 3721.331858 = -10344079.675184
  nChanged 2
		SP:Iteration 25Q (40572.080000 sec): 3 clusters
  Score: Raw -10347804.459259 + Penalty 3721.331858 = -10344083.127401
  nChanged 0
		SP:Iteration 26F (40572.770000 sec): 3 clusters
  Score: Raw -10347804.459259 + Penalty 3721.331858 = -10344083.127401
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40572.910000 sec): 2 clusters
  Score: Raw -599181.678646 + Penalty 1400.474513 = -597781.204134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40573.130000 sec): 3 clusters
  Score: Raw -596229.066498 + Penalty 2800.949025 = -593428.117473
  nChanged 2268
		SP:Iteration 1F (40573.350000 sec): 3 clusters
  Score: Raw -597478.104321 + Penalty 2800.949025 = -594677.155296
  nChanged 398
		SP:Iteration 2F (40573.510000 sec): 3 clusters
  Score: Raw -597711.523267 + Penalty 2800.949025 = -594910.574241
  nChanged 311
		SP:Iteration 3F (40573.720000 sec): 3 clusters
  Score: Raw -597891.949005 + Penalty 2800.949025 = -595090.999979
  nChanged 262
		SP:Iteration 4Q (40573.950000 sec): 3 clusters
  Score: Raw -598069.355815 + Penalty 2800.949025 = -595268.406790
  nChanged 249
		SP:Iteration 5Q (40574.080000 sec): 3 clusters
  Score: Raw -598222.097809 + Penalty 2800.949025 = -595421.148784
  nChanged 233
		SP:Iteration 6Q (40574.250000 sec): 3 clusters
  Score: Raw -598371.268796 + Penalty 2800.949025 = -595570.319771
  nChanged 232
		SP:Iteration 7Q (40574.470000 sec): 3 clusters
  Score: Raw -598537.086312 + Penalty 2800.949025 = -595736.137287
  nChanged 253
		SP:Iteration 8Q (40574.670000 sec): 3 clusters
  Score: Raw -598712.270018 + Penalty 2800.949025 = -595911.320993
  nChanged 245
		SP:Iteration 9Q (40574.850000 sec): 3 clusters
  Score: Raw -598872.028903 + Penalty 2800.949025 = -596071.079878
  nChanged 221
		SP:Iteration 10Q (40575.030000 sec): 3 clusters
  Score: Raw -599039.262370 + Penalty 2800.949025 = -596238.313345
  nChanged 227
		SP:Iteration 11Q (40575.210000 sec): 3 clusters
  Score: Raw -599240.022187 + Penalty 2800.949025 = -596439.073162
  nChanged 227
		SP:Iteration 12Q (40575.380000 sec): 3 clusters
  Score: Raw -599430.057928 + Penalty 2800.949025 = -596629.108903
  nChanged 185
		SP:Iteration 13Q (40575.550000 sec): 3 clusters
  Score: Raw -599584.645899 + Penalty 2800.949025 = -596783.696874
  nChanged 170
		SP:Iteration 14Q (40575.760000 sec): 3 clusters
  Score: Raw -599698.916888 + Penalty 2800.949025 = -596897.967863
  nChanged 106
		SP:Iteration 15Q (40575.940000 sec): 3 clusters
  Score: Raw -599759.592416 + Penalty 2800.949025 = -596958.643391
  nChanged 97
		SP:Iteration 16Q (40576.130000 sec): 3 clusters
  Score: Raw -599816.545224 + Penalty 2800.949025 = -597015.596199
  nChanged 99
		SP:Iteration 17Q (40576.360000 sec): 3 clusters
  Score: Raw -599882.243751 + Penalty 2800.949025 = -597081.294726
  nChanged 69
		SP:Iteration 18Q (40576.530000 sec): 3 clusters
  Score: Raw -599923.684210 + Penalty 2800.949025 = -597122.735185
  nChanged 70
		SP:Iteration 19Q (40576.730000 sec): 3 clusters
  Score: Raw -599959.156102 + Penalty 2800.949025 = -597158.207077
  nChanged 56
		SP:Iteration 20F (40576.920000 sec): 3 clusters
  Score: Raw -599985.607526 + Penalty 2800.949025 = -597184.658501
  nChanged 41
		SP:Iteration 21Q (40577.120000 sec): 3 clusters
  Score: Raw -600004.389098 + Penalty 2800.949025 = -597203.440073
  nChanged 33
		SP:Iteration 22Q (40577.300000 sec): 3 clusters
  Score: Raw -600015.580020 + Penalty 2800.949025 = -597214.630994
  nChanged 24
		SP:Iteration 23Q (40577.470000 sec): 3 clusters
  Score: Raw -600022.462187 + Penalty 2800.949025 = -597221.513161
  nChanged 19
		SP:Iteration 24Q (40577.670000 sec): 3 clusters
  Score: Raw -600029.900764 + Penalty 2800.949025 = -597228.951739
  nChanged 14
		SP:Iteration 25Q (40577.830000 sec): 3 clusters
  Score: Raw -600036.761144 + Penalty 2800.949025 = -597235.812119
  nChanged 16
		SP:Iteration 26Q (40578.010000 sec): 3 clusters
  Score: Raw -600041.053114 + Penalty 2800.949025 = -597240.104089
  nChanged 14
		SP:Iteration 27Q (40578.190000 sec): 3 clusters
  Score: Raw -600044.443994 + Penalty 2800.949025 = -597243.494969
  nChanged 11
		SP:Iteration 28Q (40578.360000 sec): 3 clusters
  Score: Raw -600046.408845 + Penalty 2800.949025 = -597245.459820
  nChanged 5
		SP:Iteration 29Q (40578.550000 sec): 3 clusters
  Score: Raw -600047.386033 + Penalty 2800.949025 = -597246.437008
  nChanged 2
		SP:Iteration 30Q (40578.760000 sec): 3 clusters
  Score: Raw -600047.795324 + Penalty 2800.949025 = -597246.846299
  nChanged 2
		SP:Iteration 31Q (40578.990000 sec): 3 clusters
  Score: Raw -600048.170527 + Penalty 2800.949025 = -597247.221502
  nChanged 2
		SP:Iteration 32Q (40579.170000 sec): 3 clusters
  Score: Raw -600048.499659 + Penalty 2800.949025 = -597247.550633
  nChanged 2
		SP:Iteration 33Q (40579.380000 sec): 3 clusters
  Score: Raw -600049.665198 + Penalty 2800.949025 = -597248.716173
  nChanged 2
		SP:Iteration 34Q (40579.550000 sec): 3 clusters
  Score: Raw -600050.291722 + Penalty 2800.949025 = -597249.342697
  nChanged 0
		SP:Iteration 35F (40579.770000 sec): 3 clusters
  Score: Raw -600050.291722 + Penalty 2800.949025 = -597249.342697
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40579.920000 sec): 2 clusters
  Score: Raw -1978006.340853 + Penalty 1592.682414 = -1976413.658440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40580.190000 sec): 3 clusters
  Score: Raw -1967150.030366 + Penalty 3185.364827 = -1963964.665538
  nChanged 8100
		SP:Iteration 1F (40580.480000 sec): 3 clusters
  Score: Raw -1971537.806971 + Penalty 3185.364827 = -1968352.442144
  nChanged 918
		SP:Iteration 2F (40580.730000 sec): 3 clusters
  Score: Raw -1971855.226199 + Penalty 3185.364827 = -1968669.861371
  nChanged 777
		SP:Iteration 3Q (40581.020000 sec): 3 clusters
  Score: Raw -1972131.158395 + Penalty 3185.364827 = -1968945.793568
  nChanged 726
		SP:Iteration 4Q (40581.240000 sec): 3 clusters
  Score: Raw -1972399.145722 + Penalty 3185.364827 = -1969213.780895
  nChanged 720
		SP:Iteration 5Q (40581.520000 sec): 3 clusters
  Score: Raw -1972650.824583 + Penalty 3185.364827 = -1969465.459756
  nChanged 692
		SP:Iteration 6Q (40581.780000 sec): 3 clusters
  Score: Raw -1972886.151192 + Penalty 3185.364827 = -1969700.786364
  nChanged 661
		SP:Iteration 7Q (40582.020000 sec): 3 clusters
  Score: Raw -1973160.824315 + Penalty 3185.364827 = -1969975.459488
  nChanged 719
		SP:Iteration 8Q (40582.310000 sec): 3 clusters
  Score: Raw -1973463.260025 + Penalty 3185.364827 = -1970277.895197
  nChanged 720
		SP:Iteration 9Q (40582.560000 sec): 3 clusters
  Score: Raw -1973787.695734 + Penalty 3185.364827 = -1970602.330906
  nChanged 753
		SP:Iteration 10Q (40582.810000 sec): 3 clusters
  Score: Raw -1974116.814964 + Penalty 3185.364827 = -1970931.450137
  nChanged 695
		SP:Iteration 11Q (40583.080000 sec): 3 clusters
  Score: Raw -1974408.772321 + Penalty 3185.364827 = -1971223.407494
  nChanged 628
		SP:Iteration 12Q (40583.330000 sec): 3 clusters
  Score: Raw -1974691.321494 + Penalty 3185.364827 = -1971505.956667
  nChanged 624
		SP:Iteration 13Q (40583.590000 sec): 3 clusters
  Score: Raw -1974984.258980 + Penalty 3185.364827 = -1971798.894152
  nChanged 572
		SP:Iteration 14Q (40583.820000 sec): 3 clusters
  Score: Raw -1975231.607608 + Penalty 3185.364827 = -1972046.242780
  nChanged 557
		SP:Iteration 15Q (40584.080000 sec): 3 clusters
  Score: Raw -1975477.361577 + Penalty 3185.364827 = -1972291.996750
  nChanged 550
		SP:Iteration 16Q (40584.340000 sec): 3 clusters
  Score: Raw -1975740.410766 + Penalty 3185.364827 = -1972555.045939
  nChanged 517
		SP:Iteration 17Q (40584.580000 sec): 3 clusters
  Score: Raw -1975984.690434 + Penalty 3185.364827 = -1972799.325607
  nChanged 529
		SP:Iteration 18Q (40584.830000 sec): 3 clusters
  Score: Raw -1976241.506764 + Penalty 3185.364827 = -1973056.141937
  nChanged 494
		SP:Iteration 19Q (40585.060000 sec): 3 clusters
  Score: Raw -1976481.222938 + Penalty 3185.364827 = -1973295.858111
  nChanged 458
		SP:Iteration 20F (40585.340000 sec): 3 clusters
  Score: Raw -1976719.934312 + Penalty 3185.364827 = -1973534.569484
  nChanged 444
		SP:Iteration 21Q (40585.580000 sec): 3 clusters
  Score: Raw -1976953.335171 + Penalty 3185.364827 = -1973767.970343
  nChanged 380
		SP:Iteration 22Q (40585.790000 sec): 3 clusters
  Score: Raw -1977154.471246 + Penalty 3185.364827 = -1973969.106419
  nChanged 367
		SP:Iteration 23Q (40586.030000 sec): 3 clusters
  Score: Raw -1977343.445029 + Penalty 3185.364827 = -1974158.080202
  nChanged 329
		SP:Iteration 24Q (40586.330000 sec): 3 clusters
  Score: Raw -1977500.418965 + Penalty 3185.364827 = -1974315.054137
  nChanged 292
		SP:Iteration 25Q (40586.520000 sec): 3 clusters
  Score: Raw -1977639.719434 + Penalty 3185.364827 = -1974454.354606
  nChanged 241
		SP:Iteration 26Q (40586.810000 sec): 3 clusters
  Score: Raw -1977749.349687 + Penalty 3185.364827 = -1974563.984859
  nChanged 229
		SP:Iteration 27Q (40587.030000 sec): 3 clusters
  Score: Raw -1977858.243616 + Penalty 3185.364827 = -1974672.878788
  nChanged 202
		SP:Iteration 28Q (40587.250000 sec): 3 clusters
  Score: Raw -1977968.180536 + Penalty 3185.364827 = -1974782.815709
  nChanged 196
		SP:Iteration 29Q (40587.510000 sec): 3 clusters
  Score: Raw -1978063.042569 + Penalty 3185.364827 = -1974877.677742
  nChanged 171
		SP:Iteration 30Q (40587.780000 sec): 3 clusters
  Score: Raw -1978139.747663 + Penalty 3185.364827 = -1974954.382836
  nChanged 140
		SP:Iteration 31Q (40588.020000 sec): 3 clusters
  Score: Raw -1978201.646688 + Penalty 3185.364827 = -1975016.281860
  nChanged 118
		SP:Iteration 32Q (40588.250000 sec): 3 clusters
  Score: Raw -1978257.333842 + Penalty 3185.364827 = -1975071.969014
  nChanged 104
		SP:Iteration 33Q (40588.490000 sec): 3 clusters
  Score: Raw -1978306.639452 + Penalty 3185.364827 = -1975121.274625
  nChanged 81
		SP:Iteration 34Q (40588.750000 sec): 3 clusters
  Score: Raw -1978347.460361 + Penalty 3185.364827 = -1975162.095533
  nChanged 93
		SP:Iteration 35Q (40589.010000 sec): 3 clusters
  Score: Raw -1978392.161329 + Penalty 3185.364827 = -1975206.796502
  nChanged 83
		SP:Iteration 36Q (40589.250000 sec): 3 clusters
  Score: Raw -1978433.147636 + Penalty 3185.364827 = -1975247.782808
  nChanged 72
		SP:Iteration 37Q (40589.510000 sec): 3 clusters
  Score: Raw -1978468.914753 + Penalty 3185.364827 = -1975283.549926
  nChanged 58
		SP:Iteration 38Q (40589.770000 sec): 3 clusters
  Score: Raw -1978494.423674 + Penalty 3185.364827 = -1975309.058847
  nChanged 42
		SP:Iteration 39Q (40590.030000 sec): 3 clusters
  Score: Raw -1978512.037496 + Penalty 3185.364827 = -1975326.672669
  nChanged 31
		SP:Iteration 40F (40590.270000 sec): 3 clusters
  Score: Raw -1978527.186929 + Penalty 3185.364827 = -1975341.822101
  nChanged 25
		SP:Iteration 41Q (40590.540000 sec): 3 clusters
  Score: Raw -1978536.988158 + Penalty 3185.364827 = -1975351.623331
  nChanged 18
		SP:Iteration 42Q (40590.840000 sec): 3 clusters
  Score: Raw -1978544.455075 + Penalty 3185.364827 = -1975359.090248
  nChanged 17
		SP:Iteration 43Q (40591.050000 sec): 3 clusters
  Score: Raw -1978551.842299 + Penalty 3185.364827 = -1975366.477472
  nChanged 14
		SP:Iteration 44Q (40591.290000 sec): 3 clusters
  Score: Raw -1978557.773785 + Penalty 3185.364827 = -1975372.408957
  nChanged 19
		SP:Iteration 45Q (40591.530000 sec): 3 clusters
  Score: Raw -1978566.840658 + Penalty 3185.364827 = -1975381.475831
  nChanged 16
		SP:Iteration 46Q (40591.760000 sec): 3 clusters
  Score: Raw -1978572.784168 + Penalty 3185.364827 = -1975387.419340
  nChanged 16
		SP:Iteration 47Q (40592.030000 sec): 3 clusters
  Score: Raw -1978580.078265 + Penalty 3185.364827 = -1975394.713437
  nChanged 19
		SP:Iteration 48Q (40592.260000 sec): 3 clusters
  Score: Raw -1978589.486533 + Penalty 3185.364827 = -1975404.121706
  nChanged 17
		SP:Iteration 49Q (40592.500000 sec): 3 clusters
  Score: Raw -1978598.898254 + Penalty 3185.364827 = -1975413.533427
  nChanged 24
		SP:Iteration 50Q (40592.750000 sec): 3 clusters
  Score: Raw -1978611.672601 + Penalty 3185.364827 = -1975426.307774
  nChanged 16
		SP:Iteration 51Q (40593.050000 sec): 3 clusters
  Score: Raw -1978620.392335 + Penalty 3185.364827 = -1975435.027507
  nChanged 16
		SP:Iteration 52Q (40593.260000 sec): 3 clusters
  Score: Raw -1978627.186936 + Penalty 3185.364827 = -1975441.822109
  nChanged 11
		SP:Iteration 53Q (40593.540000 sec): 3 clusters
  Score: Raw -1978631.932791 + Penalty 3185.364827 = -1975446.567963
  nChanged 7
		SP:Iteration 54Q (40593.780000 sec): 3 clusters
  Score: Raw -1978634.549269 + Penalty 3185.364827 = -1975449.184441
  nChanged 5
		SP:Iteration 55Q (40594.040000 sec): 3 clusters
  Score: Raw -1978637.533812 + Penalty 3185.364827 = -1975452.168985
  nChanged 5
		SP:Iteration 56Q (40594.330000 sec): 3 clusters
  Score: Raw -1978639.987643 + Penalty 3185.364827 = -1975454.622816
  nChanged 7
		SP:Iteration 57Q (40594.600000 sec): 3 clusters
  Score: Raw -1978643.220149 + Penalty 3185.364827 = -1975457.855321
  nChanged 6
		SP:Iteration 58Q (40594.860000 sec): 3 clusters
  Score: Raw -1978645.200091 + Penalty 3185.364827 = -1975459.835263
  nChanged 5
		SP:Iteration 59Q (40595.140000 sec): 3 clusters
  Score: Raw -1978646.428924 + Penalty 3185.364827 = -1975461.064096
  nChanged 1
		SP:Iteration 60F (40595.400000 sec): 3 clusters
  Score: Raw -1978646.626183 + Penalty 3185.364827 = -1975461.261356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40595.520000 sec): 2 clusters
  Score: Raw -200702.109009 + Penalty 1246.823158 = -199455.285851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40595.700000 sec): 3 clusters
  Score: Raw -199790.404796 + Penalty 2493.646316 = -197296.758480
  nChanged 774
		SP:Iteration 1F (40595.900000 sec): 3 clusters
  Score: Raw -200521.850657 + Penalty 2493.646316 = -198028.204340
  nChanged 216
		SP:Iteration 2F (40596.080000 sec): 3 clusters
  Score: Raw -200730.804769 + Penalty 2493.646316 = -198237.158453
  nChanged 130
		SP:Iteration 3F (40596.310000 sec): 3 clusters
  Score: Raw -200855.867135 + Penalty 2493.646316 = -198362.220819
  nChanged 92
		SP:Iteration 4Q (40596.480000 sec): 3 clusters
  Score: Raw -200933.971690 + Penalty 2493.646316 = -198440.325374
  nChanged 61
		SP:Iteration 5Q (40596.640000 sec): 3 clusters
  Score: Raw -200987.806659 + Penalty 2493.646316 = -198494.160343
  nChanged 53
		SP:Iteration 6Q (40596.770000 sec): 3 clusters
  Score: Raw -201034.358677 + Penalty 2493.646316 = -198540.712361
  nChanged 38
		SP:Iteration 7Q (40596.900000 sec): 3 clusters
  Score: Raw -201059.587571 + Penalty 2493.646316 = -198565.941254
  nChanged 35
		SP:Iteration 8Q (40597.060000 sec): 3 clusters
  Score: Raw -201087.468750 + Penalty 2493.646316 = -198593.822434
  nChanged 29
		SP:Iteration 9Q (40597.240000 sec): 3 clusters
  Score: Raw -201104.278004 + Penalty 2493.646316 = -198610.631687
  nChanged 23
		SP:Iteration 10Q (40597.400000 sec): 3 clusters
  Score: Raw -201124.920717 + Penalty 2493.646316 = -198631.274400
  nChanged 26
		SP:Iteration 11Q (40597.590000 sec): 3 clusters
  Score: Raw -201143.351237 + Penalty 2493.646316 = -198649.704921
  nChanged 27
		SP:Iteration 12Q (40597.800000 sec): 3 clusters
  Score: Raw -201159.491401 + Penalty 2493.646316 = -198665.845084
  nChanged 25
		SP:Iteration 13Q (40597.910000 sec): 3 clusters
  Score: Raw -201182.467137 + Penalty 2493.646316 = -198688.820820
  nChanged 34
		SP:Iteration 14Q (40598.120000 sec): 3 clusters
  Score: Raw -201207.926206 + Penalty 2493.646316 = -198714.279889
  nChanged 30
		SP:Iteration 15Q (40598.240000 sec): 3 clusters
  Score: Raw -201228.418297 + Penalty 2493.646316 = -198734.771981
  nChanged 35
		SP:Iteration 16Q (40598.460000 sec): 3 clusters
  Score: Raw -201258.247450 + Penalty 2493.646316 = -198764.601134
  nChanged 34
		SP:Iteration 17Q (40598.610000 sec): 3 clusters
  Score: Raw -201289.468437 + Penalty 2493.646316 = -198795.822121
  nChanged 38
		SP:Iteration 18Q (40598.810000 sec): 3 clusters
  Score: Raw -201318.260882 + Penalty 2493.646316 = -198824.614566
  nChanged 29
		SP:Iteration 19Q (40598.950000 sec): 3 clusters
  Score: Raw -201340.528162 + Penalty 2493.646316 = -198846.881846
  nChanged 30
		SP:Iteration 20F (40599.140000 sec): 3 clusters
  Score: Raw -201365.127334 + Penalty 2493.646316 = -198871.481018
  nChanged 24
		SP:Iteration 21Q (40599.320000 sec): 3 clusters
  Score: Raw -201393.098923 + Penalty 2493.646316 = -198899.452606
  nChanged 24
		SP:Iteration 22Q (40599.510000 sec): 3 clusters
  Score: Raw -201411.694134 + Penalty 2493.646316 = -198918.047817
  nChanged 19
		SP:Iteration 23Q (40599.680000 sec): 3 clusters
  Score: Raw -201422.705436 + Penalty 2493.646316 = -198929.059120
  nChanged 11
		SP:Iteration 24Q (40599.830000 sec): 3 clusters
  Score: Raw -201428.261873 + Penalty 2493.646316 = -198934.615557
  nChanged 15
		SP:Iteration 25Q (40600.040000 sec): 3 clusters
  Score: Raw -201434.432293 + Penalty 2493.646316 = -198940.785976
  nChanged 8
		SP:Iteration 26Q (40600.180000 sec): 3 clusters
  Score: Raw -201437.420906 + Penalty 2493.646316 = -198943.774590
  nChanged 10
		SP:Iteration 27Q (40600.370000 sec): 3 clusters
  Score: Raw -201441.118776 + Penalty 2493.646316 = -198947.472460
  nChanged 3
		SP:Iteration 28Q (40600.550000 sec): 3 clusters
  Score: Raw -201443.008093 + Penalty 2493.646316 = -198949.361777
  nChanged 2
		SP:Iteration 29Q (40600.700000 sec): 3 clusters
  Score: Raw -201443.773463 + Penalty 2493.646316 = -198950.127146
  nChanged 3
		SP:Iteration 30Q (40600.860000 sec): 3 clusters
  Score: Raw -201445.003203 + Penalty 2493.646316 = -198951.356887
  nChanged 4
		SP:Iteration 31Q (40601.030000 sec): 3 clusters
  Score: Raw -201445.805937 + Penalty 2493.646316 = -198952.159621
  nChanged 3
		SP:Iteration 32Q (40601.220000 sec): 3 clusters
  Score: Raw -201446.117615 + Penalty 2493.646316 = -198952.471299
  nChanged 2
		SP:Iteration 33Q (40601.390000 sec): 3 clusters
  Score: Raw -201447.340014 + Penalty 2493.646316 = -198953.693697
  nChanged 3
		SP:Iteration 34Q (40601.540000 sec): 3 clusters
  Score: Raw -201450.492702 + Penalty 2493.646316 = -198956.846386
  nChanged 8
		SP:Iteration 35Q (40601.720000 sec): 3 clusters
  Score: Raw -201453.843908 + Penalty 2493.646316 = -198960.197592
  nChanged 3
		SP:Iteration 36Q (40601.900000 sec): 3 clusters
  Score: Raw -201454.377033 + Penalty 2493.646316 = -198960.730717
  nChanged 1
		SP:Iteration 37Q (40602.110000 sec): 3 clusters
  Score: Raw -201454.986073 + Penalty 2493.646316 = -198961.339757
  nChanged 4
		SP:Iteration 38Q (40602.310000 sec): 3 clusters
  Score: Raw -201457.454466 + Penalty 2493.646316 = -198963.808150
  nChanged 4
		SP:Iteration 39Q (40602.450000 sec): 3 clusters
  Score: Raw -201460.462710 + Penalty 2493.646316 = -198966.816394
  nChanged 5
		SP:Iteration 40F (40602.620000 sec): 3 clusters
  Score: Raw -201462.676469 + Penalty 2493.646316 = -198969.030153
  nChanged 2
		SP:Iteration 41Q (40602.810000 sec): 3 clusters
  Score: Raw -201464.758088 + Penalty 2493.646316 = -198971.111772
  nChanged 1
		SP:Iteration 42Q (40602.990000 sec): 3 clusters
  Score: Raw -201464.907417 + Penalty 2493.646316 = -198971.261101
  nChanged 1
		SP:Iteration 43Q (40603.180000 sec): 3 clusters
  Score: Raw -201465.062471 + Penalty 2493.646316 = -198971.416154
  nChanged 0
		SP:Iteration 44F (40603.360000 sec): 3 clusters
  Score: Raw -201465.062471 + Penalty 2493.646316 = -198971.416154
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40603.440000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40603.630000 sec): 3 clusters
  Score: Raw -7543.869043 + Penalty 1440.015460 = -6103.853583
  nChanged 1
		SP:Iteration 1Q (40603.800000 sec): 3 clusters
  Score: Raw -7579.492625 + Penalty 1440.015460 = -6139.477166
  nChanged 0
		SP:Iteration 2F (40603.970000 sec): 3 clusters
  Score: Raw -7579.492625 + Penalty 1440.015460 = -6139.477166
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40604.070000 sec): 2 clusters
  Score: Raw -332037.604459 + Penalty 1302.919589 = -330734.684870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40604.200000 sec): 3 clusters
  Score: Raw -330645.385710 + Penalty 2605.839179 = -328039.546531
  nChanged 1156
		SP:Iteration 1F (40604.360000 sec): 3 clusters
  Score: Raw -331306.670791 + Penalty 2605.839179 = -328700.831612
  nChanged 221
		SP:Iteration 2F (40604.570000 sec): 3 clusters
  Score: Raw -331451.478736 + Penalty 2605.839179 = -328845.639557
  nChanged 179
		SP:Iteration 3F (40604.760000 sec): 3 clusters
  Score: Raw -331571.091517 + Penalty 2605.839179 = -328965.252338
  nChanged 141
		SP:Iteration 4Q (40604.940000 sec): 3 clusters
  Score: Raw -331666.131574 + Penalty 2605.839179 = -329060.292395
  nChanged 127
		SP:Iteration 5Q (40605.100000 sec): 3 clusters
  Score: Raw -331748.062589 + Penalty 2605.839179 = -329142.223410
  nChanged 119
		SP:Iteration 6Q (40605.270000 sec): 3 clusters
  Score: Raw -331826.182247 + Penalty 2605.839179 = -329220.343068
  nChanged 92
		SP:Iteration 7Q (40605.440000 sec): 3 clusters
  Score: Raw -331898.370585 + Penalty 2605.839179 = -329292.531406
  nChanged 91
		SP:Iteration 8Q (40605.650000 sec): 3 clusters
  Score: Raw -331973.489959 + Penalty 2605.839179 = -329367.650780
  nChanged 81
		SP:Iteration 9Q (40605.820000 sec): 3 clusters
  Score: Raw -332021.870949 + Penalty 2605.839179 = -329416.031771
  nChanged 72
		SP:Iteration 10Q (40605.990000 sec): 3 clusters
  Score: Raw -332058.527759 + Penalty 2605.839179 = -329452.688581
  nChanged 56
		SP:Iteration 11Q (40606.150000 sec): 3 clusters
  Score: Raw -332089.210097 + Penalty 2605.839179 = -329483.370919
  nChanged 58
		SP:Iteration 12Q (40606.330000 sec): 3 clusters
  Score: Raw -332124.268051 + Penalty 2605.839179 = -329518.428872
  nChanged 53
		SP:Iteration 13Q (40606.500000 sec): 3 clusters
  Score: Raw -332152.898965 + Penalty 2605.839179 = -329547.059786
  nChanged 38
		SP:Iteration 14Q (40606.690000 sec): 3 clusters
  Score: Raw -332173.689361 + Penalty 2605.839179 = -329567.850183
  nChanged 28
		SP:Iteration 15Q (40606.860000 sec): 3 clusters
  Score: Raw -332188.804566 + Penalty 2605.839179 = -329582.965387
  nChanged 32
		SP:Iteration 16Q (40607.050000 sec): 3 clusters
  Score: Raw -332209.099848 + Penalty 2605.839179 = -329603.260669
  nChanged 28
		SP:Iteration 17Q (40607.190000 sec): 3 clusters
  Score: Raw -332226.189962 + Penalty 2605.839179 = -329620.350783
  nChanged 34
		SP:Iteration 18Q (40607.310000 sec): 3 clusters
  Score: Raw -332244.684666 + Penalty 2605.839179 = -329638.845487
  nChanged 20
		SP:Iteration 19Q (40607.440000 sec): 3 clusters
  Score: Raw -332255.544432 + Penalty 2605.839179 = -329649.705253
  nChanged 20
		SP:Iteration 20F (40607.570000 sec): 3 clusters
  Score: Raw -332263.960609 + Penalty 2605.839179 = -329658.121430
  nChanged 12
		SP:Iteration 21Q (40607.700000 sec): 3 clusters
  Score: Raw -332268.522702 + Penalty 2605.839179 = -329662.683523
  nChanged 11
		SP:Iteration 22Q (40607.860000 sec): 3 clusters
  Score: Raw -332273.748937 + Penalty 2605.839179 = -329667.909758
  nChanged 8
		SP:Iteration 23Q (40608.050000 sec): 3 clusters
  Score: Raw -332276.161067 + Penalty 2605.839179 = -329670.321888
  nChanged 5
		SP:Iteration 24Q (40608.180000 sec): 3 clusters
  Score: Raw -332280.053487 + Penalty 2605.839179 = -329674.214308
  nChanged 11
		SP:Iteration 25Q (40608.380000 sec): 3 clusters
  Score: Raw -332284.517389 + Penalty 2605.839179 = -329678.678210
  nChanged 11
		SP:Iteration 26Q (40608.540000 sec): 3 clusters
  Score: Raw -332290.535164 + Penalty 2605.839179 = -329684.695985
  nChanged 7
		SP:Iteration 27Q (40608.690000 sec): 3 clusters
  Score: Raw -332294.042712 + Penalty 2605.839179 = -329688.203533
  nChanged 10
		SP:Iteration 28Q (40608.850000 sec): 3 clusters
  Score: Raw -332298.721289 + Penalty 2605.839179 = -329692.882111
  nChanged 10
		SP:Iteration 29Q (40609.040000 sec): 3 clusters
  Score: Raw -332303.713957 + Penalty 2605.839179 = -329697.874778
  nChanged 11
		SP:Iteration 30Q (40609.240000 sec): 3 clusters
  Score: Raw -332307.254732 + Penalty 2605.839179 = -329701.415554
  nChanged 5
		SP:Iteration 31Q (40609.430000 sec): 3 clusters
  Score: Raw -332309.279885 + Penalty 2605.839179 = -329703.440706
  nChanged 5
		SP:Iteration 32Q (40609.640000 sec): 3 clusters
  Score: Raw -332310.534095 + Penalty 2605.839179 = -329704.694916
  nChanged 3
		SP:Iteration 33Q (40609.770000 sec): 3 clusters
  Score: Raw -332311.361607 + Penalty 2605.839179 = -329705.522429
  nChanged 0
		SP:Iteration 34F (40609.980000 sec): 3 clusters
  Score: Raw -332311.361607 + Penalty 2605.839179 = -329705.522429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40610.050000 sec): 2 clusters
  Score: Raw -121030.526426 + Penalty 1144.087163 = -119886.439262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40610.240000 sec): 3 clusters
  Score: Raw -120677.552667 + Penalty 2288.174327 = -118389.378340
  nChanged 355
		SP:Iteration 1F (40610.420000 sec): 3 clusters
  Score: Raw -120997.177953 + Penalty 2288.174327 = -118709.003626
  nChanged 94
		SP:Iteration 2F (40610.620000 sec): 3 clusters
  Score: Raw -121106.093160 + Penalty 2288.174327 = -118817.918834
  nChanged 59
		SP:Iteration 3F (40610.770000 sec): 3 clusters
  Score: Raw -121169.597372 + Penalty 2288.174327 = -118881.423046
  nChanged 39
		SP:Iteration 4Q (40610.950000 sec): 3 clusters
  Score: Raw -121219.177324 + Penalty 2288.174327 = -118931.002997
  nChanged 44
		SP:Iteration 5Q (40611.130000 sec): 3 clusters
  Score: Raw -121256.340264 + Penalty 2288.174327 = -118968.165937
  nChanged 33
		SP:Iteration 6Q (40611.310000 sec): 3 clusters
  Score: Raw -121291.334345 + Penalty 2288.174327 = -119003.160019
  nChanged 29
		SP:Iteration 7Q (40611.490000 sec): 3 clusters
  Score: Raw -121330.332684 + Penalty 2288.174327 = -119042.158358
  nChanged 26
		SP:Iteration 8Q (40611.670000 sec): 3 clusters
  Score: Raw -121355.087656 + Penalty 2288.174327 = -119066.913329
  nChanged 20
		SP:Iteration 9Q (40611.840000 sec): 3 clusters
  Score: Raw -121377.920006 + Penalty 2288.174327 = -119089.745680
  nChanged 13
		SP:Iteration 10Q (40611.990000 sec): 3 clusters
  Score: Raw -121394.780079 + Penalty 2288.174327 = -119106.605752
  nChanged 10
		SP:Iteration 11Q (40612.160000 sec): 3 clusters
  Score: Raw -121407.574795 + Penalty 2288.174327 = -119119.400468
  nChanged 7
		SP:Iteration 12Q (40612.290000 sec): 3 clusters
  Score: Raw -121417.717679 + Penalty 2288.174327 = -119129.543352
  nChanged 5
		SP:Iteration 13Q (40612.440000 sec): 3 clusters
  Score: Raw -121420.889810 + Penalty 2288.174327 = -119132.715483
  nChanged 3
		SP:Iteration 14Q (40612.580000 sec): 3 clusters
  Score: Raw -121422.332676 + Penalty 2288.174327 = -119134.158349
  nChanged 2
		SP:Iteration 15Q (40612.730000 sec): 3 clusters
  Score: Raw -121423.968172 + Penalty 2288.174327 = -119135.793845
  nChanged 1
		SP:Iteration 16Q (40612.910000 sec): 3 clusters
  Score: Raw -121424.653769 + Penalty 2288.174327 = -119136.479442
  nChanged 0
		SP:Iteration 17F (40613.110000 sec): 3 clusters
  Score: Raw -121424.653769 + Penalty 2288.174327 = -119136.479442
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40613.190000 sec): 2 clusters
  Score: Raw -865283.010816 + Penalty 1453.128657 = -863829.882159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40613.440000 sec): 3 clusters
  Score: Raw -861057.299593 + Penalty 2906.257315 = -858151.042278
  nChanged 3214
		SP:Iteration 1F (40613.600000 sec): 3 clusters
  Score: Raw -862748.583604 + Penalty 2906.257315 = -859842.326290
  nChanged 464
		SP:Iteration 2F (40613.800000 sec): 3 clusters
  Score: Raw -862941.621625 + Penalty 2906.257315 = -860035.364311
  nChanged 390
		SP:Iteration 3F (40614.000000 sec): 3 clusters
  Score: Raw -863108.329969 + Penalty 2906.257315 = -860202.072654
  nChanged 333
		SP:Iteration 4Q (40614.220000 sec): 3 clusters
  Score: Raw -863246.653085 + Penalty 2906.257315 = -860340.395770
  nChanged 340
		SP:Iteration 5Q (40614.440000 sec): 3 clusters
  Score: Raw -863382.200890 + Penalty 2906.257315 = -860475.943576
  nChanged 281
		SP:Iteration 6Q (40614.610000 sec): 3 clusters
  Score: Raw -863514.062966 + Penalty 2906.257315 = -860607.805651
  nChanged 325
		SP:Iteration 7Q (40614.750000 sec): 3 clusters
  Score: Raw -863687.011277 + Penalty 2906.257315 = -860780.753962
  nChanged 354
		SP:Iteration 8Q (40614.960000 sec): 3 clusters
  Score: Raw -863885.758494 + Penalty 2906.257315 = -860979.501180
  nChanged 348
		SP:Iteration 9Q (40615.200000 sec): 3 clusters
  Score: Raw -864093.425224 + Penalty 2906.257315 = -861187.167910
  nChanged 343
		SP:Iteration 10Q (40615.410000 sec): 3 clusters
  Score: Raw -864314.198470 + Penalty 2906.257315 = -861407.941155
  nChanged 332
		SP:Iteration 11Q (40615.590000 sec): 3 clusters
  Score: Raw -864535.165842 + Penalty 2906.257315 = -861628.908527
  nChanged 308
		SP:Iteration 12Q (40615.810000 sec): 3 clusters
  Score: Raw -864722.317280 + Penalty 2906.257315 = -861816.059965
  nChanged 262
		SP:Iteration 13Q (40616.050000 sec): 3 clusters
  Score: Raw -864846.099541 + Penalty 2906.257315 = -861939.842227
  nChanged 190
		SP:Iteration 14Q (40616.230000 sec): 3 clusters
  Score: Raw -864932.995604 + Penalty 2906.257315 = -862026.738289
  nChanged 139
		SP:Iteration 15Q (40616.430000 sec): 3 clusters
  Score: Raw -864989.445635 + Penalty 2906.257315 = -862083.188320
  nChanged 101
		SP:Iteration 16Q (40616.610000 sec): 3 clusters
  Score: Raw -865023.974878 + Penalty 2906.257315 = -862117.717563
  nChanged 84
		SP:Iteration 17Q (40616.820000 sec): 3 clusters
  Score: Raw -865049.132718 + Penalty 2906.257315 = -862142.875404
  nChanged 60
		SP:Iteration 18Q (40617.050000 sec): 3 clusters
  Score: Raw -865064.917385 + Penalty 2906.257315 = -862158.660071
  nChanged 44
		SP:Iteration 19Q (40617.210000 sec): 3 clusters
  Score: Raw -865074.859154 + Penalty 2906.257315 = -862168.601839
  nChanged 34
		SP:Iteration 20F (40617.390000 sec): 3 clusters
  Score: Raw -865081.592376 + Penalty 2906.257315 = -862175.335062
  nChanged 30
		SP:Iteration 21Q (40617.580000 sec): 3 clusters
  Score: Raw -865087.653931 + Penalty 2906.257315 = -862181.396616
  nChanged 19
		SP:Iteration 22Q (40617.780000 sec): 3 clusters
  Score: Raw -865090.625659 + Penalty 2906.257315 = -862184.368344
  nChanged 16
		SP:Iteration 23Q (40618.010000 sec): 3 clusters
  Score: Raw -865093.393616 + Penalty 2906.257315 = -862187.136301
  nChanged 12
		SP:Iteration 24Q (40618.210000 sec): 3 clusters
  Score: Raw -865095.274182 + Penalty 2906.257315 = -862189.016868
  nChanged 10
		SP:Iteration 25Q (40618.410000 sec): 3 clusters
  Score: Raw -865097.063782 + Penalty 2906.257315 = -862190.806467
  nChanged 11
		SP:Iteration 26Q (40618.650000 sec): 3 clusters
  Score: Raw -865099.120019 + Penalty 2906.257315 = -862192.862705
  nChanged 12
		SP:Iteration 27Q (40618.880000 sec): 3 clusters
  Score: Raw -865101.863200 + Penalty 2906.257315 = -862195.605885
  nChanged 13
		SP:Iteration 28Q (40619.020000 sec): 3 clusters
  Score: Raw -865104.743565 + Penalty 2906.257315 = -862198.486250
  nChanged 11
		SP:Iteration 29Q (40619.280000 sec): 3 clusters
  Score: Raw -865106.906608 + Penalty 2906.257315 = -862200.649293
  nChanged 14
		SP:Iteration 30Q (40619.470000 sec): 3 clusters
  Score: Raw -865109.644870 + Penalty 2906.257315 = -862203.387555
  nChanged 11
		SP:Iteration 31Q (40619.700000 sec): 3 clusters
  Score: Raw -865111.868480 + Penalty 2906.257315 = -862205.611165
  nChanged 12
		SP:Iteration 32Q (40619.860000 sec): 3 clusters
  Score: Raw -865114.229845 + Penalty 2906.257315 = -862207.972530
  nChanged 9
		SP:Iteration 33Q (40620.060000 sec): 3 clusters
  Score: Raw -865115.706380 + Penalty 2906.257315 = -862209.449065
  nChanged 4
		SP:Iteration 34Q (40620.280000 sec): 3 clusters
  Score: Raw -865116.268237 + Penalty 2906.257315 = -862210.010923
  nChanged 1
		SP:Iteration 35Q (40620.460000 sec): 3 clusters
  Score: Raw -865116.424704 + Penalty 2906.257315 = -862210.167389
  nChanged 2
		SP:Iteration 36Q (40620.690000 sec): 3 clusters
  Score: Raw -865116.704012 + Penalty 2906.257315 = -862210.446697
  nChanged 2
		SP:Iteration 37Q (40620.940000 sec): 3 clusters
  Score: Raw -865116.862784 + Penalty 2906.257315 = -862210.605469
  nChanged 2
		SP:Iteration 38Q (40621.120000 sec): 3 clusters
  Score: Raw -865117.167139 + Penalty 2906.257315 = -862210.909824
  nChanged 0
		SP:Iteration 39F (40621.340000 sec): 3 clusters
  Score: Raw -865117.167139 + Penalty 2906.257315 = -862210.909824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (48346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40621.650000 sec): 2 clusters
  Score: Raw -5384464.435541 + Penalty 1752.747550 = -5382711.687991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40622.030000 sec): 3 clusters
  Score: Raw -5353723.515296 + Penalty 3505.495099 = -5350218.020197
  nChanged 22621
		SP:Iteration 1F (40622.380000 sec): 3 clusters
  Score: Raw -5366868.962006 + Penalty 3505.495099 = -5363363.466907
  nChanged 2016
		SP:Iteration 2Q (40622.790000 sec): 3 clusters
  Score: Raw -5367492.867209 + Penalty 3505.495099 = -5363987.372109
  nChanged 2100
		SP:Iteration 3Q (40623.220000 sec): 3 clusters
  Score: Raw -5368295.444423 + Penalty 3505.495099 = -5364789.949324
  nChanged 2313
		SP:Iteration 4Q (40623.620000 sec): 3 clusters
  Score: Raw -5369424.273694 + Penalty 3505.495099 = -5365918.778595
  nChanged 2672
		SP:Iteration 5F (40624.040000 sec): 3 clusters
  Score: Raw -5371080.722582 + Penalty 3505.495099 = -5367575.227483
  nChanged 2896
		SP:Iteration 6F (40624.390000 sec): 3 clusters
  Score: Raw -5373218.781348 + Penalty 3505.495099 = -5369713.286248
  nChanged 2986
		SP:Iteration 7F (40624.820000 sec): 3 clusters
  Score: Raw -5375689.381547 + Penalty 3505.495099 = -5372183.886447
  nChanged 2757
		SP:Iteration 8F (40625.270000 sec): 3 clusters
  Score: Raw -5378082.282110 + Penalty 3505.495099 = -5374576.787010
  nChanged 2306
		SP:Iteration 9Q (40625.690000 sec): 3 clusters
  Score: Raw -5379983.738725 + Penalty 3505.495099 = -5376478.243626
  nChanged 1763
		SP:Iteration 10Q (40626.140000 sec): 3 clusters
  Score: Raw -5381172.089270 + Penalty 3505.495099 = -5377666.594170
  nChanged 1189
		SP:Iteration 11Q (40626.510000 sec): 3 clusters
  Score: Raw -5381895.539258 + Penalty 3505.495099 = -5378390.044158
  nChanged 898
		SP:Iteration 12Q (40626.970000 sec): 3 clusters
  Score: Raw -5382392.240040 + Penalty 3505.495099 = -5378886.744940
  nChanged 718
		SP:Iteration 13Q (40627.330000 sec): 3 clusters
  Score: Raw -5382760.928663 + Penalty 3505.495099 = -5379255.433564
  nChanged 613
		SP:Iteration 14Q (40627.690000 sec): 3 clusters
  Score: Raw -5383089.704075 + Penalty 3505.495099 = -5379584.208976
  nChanged 543
		SP:Iteration 15Q (40628.120000 sec): 3 clusters
  Score: Raw -5383368.300149 + Penalty 3505.495099 = -5379862.805049
  nChanged 473
		SP:Iteration 16Q (40628.510000 sec): 3 clusters
  Score: Raw -5383604.343285 + Penalty 3505.495099 = -5380098.848186
  nChanged 427
		SP:Iteration 17Q (40628.860000 sec): 3 clusters
  Score: Raw -5383819.029128 + Penalty 3505.495099 = -5380313.534028
  nChanged 389
		SP:Iteration 18Q (40629.240000 sec): 3 clusters
  Score: Raw -5384010.889856 + Penalty 3505.495099 = -5380505.394757
  nChanged 314
		SP:Iteration 19Q (40629.610000 sec): 3 clusters
  Score: Raw -5384155.695897 + Penalty 3505.495099 = -5380650.200798
  nChanged 276
		SP:Iteration 20F (40630.030000 sec): 3 clusters
  Score: Raw -5384281.091252 + Penalty 3505.495099 = -5380775.596153
  nChanged 247
		SP:Iteration 21Q (40630.390000 sec): 3 clusters
  Score: Raw -5384395.977503 + Penalty 3505.495099 = -5380890.482403
  nChanged 204
		SP:Iteration 22Q (40630.770000 sec): 3 clusters
  Score: Raw -5384475.555994 + Penalty 3505.495099 = -5380970.060894
  nChanged 165
		SP:Iteration 23Q (40631.120000 sec): 3 clusters
  Score: Raw -5384539.159358 + Penalty 3505.495099 = -5381033.664258
  nChanged 131
		SP:Iteration 24Q (40631.430000 sec): 3 clusters
  Score: Raw -5384585.487540 + Penalty 3505.495099 = -5381079.992441
  nChanged 98
		SP:Iteration 25Q (40631.790000 sec): 3 clusters
  Score: Raw -5384617.897865 + Penalty 3505.495099 = -5381112.402766
  nChanged 86
		SP:Iteration 26Q (40632.140000 sec): 3 clusters
  Score: Raw -5384652.241279 + Penalty 3505.495099 = -5381146.746180
  nChanged 99
		SP:Iteration 27Q (40632.450000 sec): 3 clusters
  Score: Raw -5384691.388271 + Penalty 3505.495099 = -5381185.893172
  nChanged 85
		SP:Iteration 28Q (40632.840000 sec): 3 clusters
  Score: Raw -5384722.632427 + Penalty 3505.495099 = -5381217.137327
  nChanged 67
		SP:Iteration 29Q (40633.200000 sec): 3 clusters
  Score: Raw -5384745.485712 + Penalty 3505.495099 = -5381239.990613
  nChanged 52
		SP:Iteration 30Q (40633.560000 sec): 3 clusters
  Score: Raw -5384763.041485 + Penalty 3505.495099 = -5381257.546386
  nChanged 42
		SP:Iteration 31Q (40633.930000 sec): 3 clusters
  Score: Raw -5384776.426315 + Penalty 3505.495099 = -5381270.931216
  nChanged 36
		SP:Iteration 32Q (40634.300000 sec): 3 clusters
  Score: Raw -5384788.081481 + Penalty 3505.495099 = -5381282.586382
  nChanged 42
		SP:Iteration 33Q (40634.670000 sec): 3 clusters
  Score: Raw -5384800.808224 + Penalty 3505.495099 = -5381295.313125
  nChanged 39
		SP:Iteration 34Q (40635.020000 sec): 3 clusters
  Score: Raw -5384813.419698 + Penalty 3505.495099 = -5381307.924599
  nChanged 29
		SP:Iteration 35Q (40635.400000 sec): 3 clusters
  Score: Raw -5384822.147264 + Penalty 3505.495099 = -5381316.652164
  nChanged 33
		SP:Iteration 36Q (40635.770000 sec): 3 clusters
  Score: Raw -5384831.510462 + Penalty 3505.495099 = -5381326.015362
  nChanged 30
		SP:Iteration 37Q (40636.150000 sec): 3 clusters
  Score: Raw -5384841.333427 + Penalty 3505.495099 = -5381335.838327
  nChanged 32
		SP:Iteration 38Q (40636.540000 sec): 3 clusters
  Score: Raw -5384852.764547 + Penalty 3505.495099 = -5381347.269447
  nChanged 34
		SP:Iteration 39Q (40636.910000 sec): 3 clusters
  Score: Raw -5384863.470350 + Penalty 3505.495099 = -5381357.975251
  nChanged 25
		SP:Iteration 40F (40637.300000 sec): 3 clusters
  Score: Raw -5384870.756865 + Penalty 3505.495099 = -5381365.261765
  nChanged 18
		SP:Iteration 41Q (40637.700000 sec): 3 clusters
  Score: Raw -5384874.854676 + Penalty 3505.495099 = -5381369.359577
  nChanged 18
		SP:Iteration 42Q (40638.050000 sec): 3 clusters
  Score: Raw -5384880.049184 + Penalty 3505.495099 = -5381374.554084
  nChanged 18
		SP:Iteration 43Q (40638.390000 sec): 3 clusters
  Score: Raw -5384885.049905 + Penalty 3505.495099 = -5381379.554806
  nChanged 23
		SP:Iteration 44Q (40638.750000 sec): 3 clusters
  Score: Raw -5384892.689847 + Penalty 3505.495099 = -5381387.194747
  nChanged 23
		SP:Iteration 45Q (40639.150000 sec): 3 clusters
  Score: Raw -5384900.219744 + Penalty 3505.495099 = -5381394.724645
  nChanged 18
		SP:Iteration 46Q (40639.530000 sec): 3 clusters
  Score: Raw -5384904.842279 + Penalty 3505.495099 = -5381399.347180
  nChanged 13
		SP:Iteration 47Q (40639.970000 sec): 3 clusters
  Score: Raw -5384907.546840 + Penalty 3505.495099 = -5381402.051741
  nChanged 9
		SP:Iteration 48Q (40640.370000 sec): 3 clusters
  Score: Raw -5384909.408908 + Penalty 3505.495099 = -5381403.913808
  nChanged 8
		SP:Iteration 49Q (40640.780000 sec): 3 clusters
  Score: Raw -5384911.430548 + Penalty 3505.495099 = -5381405.935449
  nChanged 8
		SP:Iteration 50Q (40641.160000 sec): 3 clusters
  Score: Raw -5384913.398810 + Penalty 3505.495099 = -5381407.903711
  nChanged 7
		SP:Iteration 51Q (40641.510000 sec): 3 clusters
  Score: Raw -5384915.330717 + Penalty 3505.495099 = -5381409.835618
  nChanged 7
		SP:Iteration 52Q (40641.880000 sec): 3 clusters
  Score: Raw -5384917.339767 + Penalty 3505.495099 = -5381411.844668
  nChanged 7
		SP:Iteration 53Q (40642.310000 sec): 3 clusters
  Score: Raw -5384918.650652 + Penalty 3505.495099 = -5381413.155553
  nChanged 5
		SP:Iteration 54Q (40642.670000 sec): 3 clusters
  Score: Raw -5384919.864063 + Penalty 3505.495099 = -5381414.368963
  nChanged 3
		SP:Iteration 55Q (40643.010000 sec): 3 clusters
  Score: Raw -5384920.804640 + Penalty 3505.495099 = -5381415.309541
  nChanged 5
		SP:Iteration 56Q (40643.400000 sec): 3 clusters
  Score: Raw -5384921.811511 + Penalty 3505.495099 = -5381416.316412
  nChanged 5
		SP:Iteration 57Q (40643.780000 sec): 3 clusters
  Score: Raw -5384923.069224 + Penalty 3505.495099 = -5381417.574124
  nChanged 1
		SP:Iteration 58Q (40644.110000 sec): 3 clusters
  Score: Raw -5384923.220975 + Penalty 3505.495099 = -5381417.725876
  nChanged 0
		SP:Iteration 59F (40644.510000 sec): 3 clusters
  Score: Raw -5384923.220975 + Penalty 3505.495099 = -5381417.725876
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40644.630000 sec): 2 clusters
  Score: Raw -1323482.080386 + Penalty 1527.306570 = -1321954.773817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40644.890000 sec): 3 clusters
  Score: Raw -1316444.591871 + Penalty 3054.613139 = -1313389.978732
  nChanged 5248
		SP:Iteration 1F (40645.100000 sec): 3 clusters
  Score: Raw -1319233.695605 + Penalty 3054.613139 = -1316179.082466
  nChanged 663
		SP:Iteration 2F (40645.330000 sec): 3 clusters
  Score: Raw -1319485.809374 + Penalty 3054.613139 = -1316431.196235
  nChanged 572
		SP:Iteration 3Q (40645.620000 sec): 3 clusters
  Score: Raw -1319711.863224 + Penalty 3054.613139 = -1316657.250085
  nChanged 523
		SP:Iteration 4Q (40645.820000 sec): 3 clusters
  Score: Raw -1319928.283240 + Penalty 3054.613139 = -1316873.670101
  nChanged 495
		SP:Iteration 5Q (40646.070000 sec): 3 clusters
  Score: Raw -1320146.760443 + Penalty 3054.613139 = -1317092.147303
  nChanged 507
		SP:Iteration 6Q (40646.330000 sec): 3 clusters
  Score: Raw -1320403.929315 + Penalty 3054.613139 = -1317349.316176
  nChanged 589
		SP:Iteration 7Q (40646.580000 sec): 3 clusters
  Score: Raw -1320752.905058 + Penalty 3054.613139 = -1317698.291918
  nChanged 670
		SP:Iteration 8F (40646.790000 sec): 3 clusters
  Score: Raw -1321197.168664 + Penalty 3054.613139 = -1318142.555525
  nChanged 747
		SP:Iteration 9F (40647.010000 sec): 3 clusters
  Score: Raw -1321781.508732 + Penalty 3054.613139 = -1318726.895593
  nChanged 724
		SP:Iteration 10F (40647.230000 sec): 3 clusters
  Score: Raw -1322378.407476 + Penalty 3054.613139 = -1319323.794337
  nChanged 608
		SP:Iteration 11F (40647.450000 sec): 3 clusters
  Score: Raw -1322903.011785 + Penalty 3054.613139 = -1319848.398646
  nChanged 458
		SP:Iteration 12Q (40647.670000 sec): 3 clusters
  Score: Raw -1323331.655069 + Penalty 3054.613139 = -1320277.041929
  nChanged 281
		SP:Iteration 13Q (40647.860000 sec): 3 clusters
  Score: Raw -1323618.616322 + Penalty 3054.613139 = -1320564.003182
  nChanged 148
		SP:Iteration 14Q (40648.120000 sec): 3 clusters
  Score: Raw -1323756.163801 + Penalty 3054.613139 = -1320701.550662
  nChanged 81
		SP:Iteration 15Q (40648.310000 sec): 3 clusters
  Score: Raw -1323819.727308 + Penalty 3054.613139 = -1320765.114169
  nChanged 63
		SP:Iteration 16Q (40648.540000 sec): 3 clusters
  Score: Raw -1323861.760352 + Penalty 3054.613139 = -1320807.147213
  nChanged 40
		SP:Iteration 17Q (40648.770000 sec): 3 clusters
  Score: Raw -1323884.735904 + Penalty 3054.613139 = -1320830.122765
  nChanged 29
		SP:Iteration 18Q (40648.990000 sec): 3 clusters
  Score: Raw -1323896.358472 + Penalty 3054.613139 = -1320841.745333
  nChanged 21
		SP:Iteration 19Q (40649.270000 sec): 3 clusters
  Score: Raw -1323906.414590 + Penalty 3054.613139 = -1320851.801451
  nChanged 16
		SP:Iteration 20F (40649.500000 sec): 3 clusters
  Score: Raw -1323916.169898 + Penalty 3054.613139 = -1320861.556758
  nChanged 18
		SP:Iteration 21Q (40649.670000 sec): 3 clusters
  Score: Raw -1323927.744307 + Penalty 3054.613139 = -1320873.131168
  nChanged 13
		SP:Iteration 22Q (40649.930000 sec): 3 clusters
  Score: Raw -1323934.650810 + Penalty 3054.613139 = -1320880.037671
  nChanged 13
		SP:Iteration 23Q (40650.170000 sec): 3 clusters
  Score: Raw -1323940.313722 + Penalty 3054.613139 = -1320885.700583
  nChanged 9
		SP:Iteration 24Q (40650.410000 sec): 3 clusters
  Score: Raw -1323944.502938 + Penalty 3054.613139 = -1320889.889799
  nChanged 9
		SP:Iteration 25Q (40650.620000 sec): 3 clusters
  Score: Raw -1323948.659342 + Penalty 3054.613139 = -1320894.046203
  nChanged 7
		SP:Iteration 26Q (40650.880000 sec): 3 clusters
  Score: Raw -1323951.691529 + Penalty 3054.613139 = -1320897.078390
  nChanged 4
		SP:Iteration 27Q (40651.090000 sec): 3 clusters
  Score: Raw -1323954.024065 + Penalty 3054.613139 = -1320899.410926
  nChanged 3
		SP:Iteration 28Q (40651.280000 sec): 3 clusters
  Score: Raw -1323954.964243 + Penalty 3054.613139 = -1320900.351103
  nChanged 3
		SP:Iteration 29Q (40651.490000 sec): 3 clusters
  Score: Raw -1323956.049115 + Penalty 3054.613139 = -1320901.435976
  nChanged 3
		SP:Iteration 30Q (40651.650000 sec): 3 clusters
  Score: Raw -1323957.397197 + Penalty 3054.613139 = -1320902.784058
  nChanged 1
		SP:Iteration 31Q (40651.860000 sec): 3 clusters
  Score: Raw -1323957.493557 + Penalty 3054.613139 = -1320902.880418
  nChanged 0
		SP:Iteration 32F (40652.070000 sec): 3 clusters
  Score: Raw -1323957.493557 + Penalty 3054.613139 = -1320902.880418
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40652.200000 sec): 2 clusters
  Score: Raw -556534.552534 + Penalty 1390.760646 = -555143.791887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40652.400000 sec): 3 clusters
  Score: Raw -553877.610636 + Penalty 2781.521293 = -551096.089343
  nChanged 2085
		SP:Iteration 1F (40652.610000 sec): 3 clusters
  Score: Raw -555145.869596 + Penalty 2781.521293 = -552364.348303
  nChanged 427
		SP:Iteration 2F (40652.830000 sec): 3 clusters
  Score: Raw -555453.770449 + Penalty 2781.521293 = -552672.249156
  nChanged 344
		SP:Iteration 3F (40653.030000 sec): 3 clusters
  Score: Raw -555710.206956 + Penalty 2781.521293 = -552928.685664
  nChanged 315
		SP:Iteration 4F (40653.210000 sec): 3 clusters
  Score: Raw -555939.667552 + Penalty 2781.521293 = -553158.146260
  nChanged 267
		SP:Iteration 5F (40653.400000 sec): 3 clusters
  Score: Raw -556126.117562 + Penalty 2781.521293 = -553344.596269
  nChanged 238
		SP:Iteration 6Q (40653.570000 sec): 3 clusters
  Score: Raw -556287.215105 + Penalty 2781.521293 = -553505.693812
  nChanged 202
		SP:Iteration 7Q (40653.780000 sec): 3 clusters
  Score: Raw -556404.126948 + Penalty 2781.521293 = -553622.605655
  nChanged 158
		SP:Iteration 8Q (40653.960000 sec): 3 clusters
  Score: Raw -556504.391162 + Penalty 2781.521293 = -553722.869869
  nChanged 133
		SP:Iteration 9Q (40654.130000 sec): 3 clusters
  Score: Raw -556589.366483 + Penalty 2781.521293 = -553807.845190
  nChanged 106
		SP:Iteration 10Q (40654.340000 sec): 3 clusters
  Score: Raw -556647.604986 + Penalty 2781.521293 = -553866.083693
  nChanged 93
		SP:Iteration 11Q (40654.520000 sec): 3 clusters
  Score: Raw -556705.987465 + Penalty 2781.521293 = -553924.466172
  nChanged 79
		SP:Iteration 12Q (40654.670000 sec): 3 clusters
  Score: Raw -556762.778363 + Penalty 2781.521293 = -553981.257070
  nChanged 84
		SP:Iteration 13Q (40654.850000 sec): 3 clusters
  Score: Raw -556816.123236 + Penalty 2781.521293 = -554034.601943
  nChanged 66
		SP:Iteration 14Q (40655.100000 sec): 3 clusters
  Score: Raw -556861.782189 + Penalty 2781.521293 = -554080.260896
  nChanged 54
		SP:Iteration 15Q (40655.290000 sec): 3 clusters
  Score: Raw -556890.961419 + Penalty 2781.521293 = -554109.440126
  nChanged 41
		SP:Iteration 16Q (40655.450000 sec): 3 clusters
  Score: Raw -556909.133817 + Penalty 2781.521293 = -554127.612525
  nChanged 36
		SP:Iteration 17Q (40655.690000 sec): 3 clusters
  Score: Raw -556921.436042 + Penalty 2781.521293 = -554139.914749
  nChanged 24
		SP:Iteration 18Q (40655.880000 sec): 3 clusters
  Score: Raw -556932.219571 + Penalty 2781.521293 = -554150.698278
  nChanged 22
		SP:Iteration 19Q (40656.070000 sec): 3 clusters
  Score: Raw -556938.286486 + Penalty 2781.521293 = -554156.765193
  nChanged 18
		SP:Iteration 20F (40656.260000 sec): 3 clusters
  Score: Raw -556943.500044 + Penalty 2781.521293 = -554161.978751
  nChanged 18
		SP:Iteration 21Q (40656.430000 sec): 3 clusters
  Score: Raw -556947.671426 + Penalty 2781.521293 = -554166.150133
  nChanged 6
		SP:Iteration 22Q (40656.650000 sec): 3 clusters
  Score: Raw -556949.277875 + Penalty 2781.521293 = -554167.756582
  nChanged 5
		SP:Iteration 23Q (40656.800000 sec): 3 clusters
  Score: Raw -556949.835679 + Penalty 2781.521293 = -554168.314386
  nChanged 3
		SP:Iteration 24Q (40656.970000 sec): 3 clusters
  Score: Raw -556950.161726 + Penalty 2781.521293 = -554168.640433
  nChanged 0
		SP:Iteration 25F (40657.150000 sec): 3 clusters
  Score: Raw -556950.161726 + Penalty 2781.521293 = -554168.640433
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40657.250000 sec): 2 clusters
  Score: Raw -317478.725722 + Penalty 1302.114468 = -316176.611254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40657.430000 sec): 3 clusters
  Score: Raw -316043.278279 + Penalty 2604.228936 = -313439.049343
  nChanged 1147
		SP:Iteration 1F (40657.620000 sec): 3 clusters
  Score: Raw -316752.598311 + Penalty 2604.228936 = -314148.369375
  nChanged 243
		SP:Iteration 2F (40657.790000 sec): 3 clusters
  Score: Raw -316942.015600 + Penalty 2604.228936 = -314337.786664
  nChanged 172
		SP:Iteration 3F (40658.000000 sec): 3 clusters
  Score: Raw -317060.161283 + Penalty 2604.228936 = -314455.932347
  nChanged 146
		SP:Iteration 4Q (40658.140000 sec): 3 clusters
  Score: Raw -317158.514707 + Penalty 2604.228936 = -314554.285771
  nChanged 119
		SP:Iteration 5Q (40658.310000 sec): 3 clusters
  Score: Raw -317248.746977 + Penalty 2604.228936 = -314644.518041
  nChanged 119
		SP:Iteration 6Q (40658.460000 sec): 3 clusters
  Score: Raw -317355.577941 + Penalty 2604.228936 = -314751.349005
  nChanged 112
		SP:Iteration 7Q (40658.660000 sec): 3 clusters
  Score: Raw -317444.088042 + Penalty 2604.228936 = -314839.859106
  nChanged 92
		SP:Iteration 8Q (40658.800000 sec): 3 clusters
  Score: Raw -317498.534626 + Penalty 2604.228936 = -314894.305690
  nChanged 66
		SP:Iteration 9Q (40658.980000 sec): 3 clusters
  Score: Raw -317537.053452 + Penalty 2604.228936 = -314932.824516
  nChanged 55
		SP:Iteration 10Q (40659.150000 sec): 3 clusters
  Score: Raw -317565.552256 + Penalty 2604.228936 = -314961.323320
  nChanged 43
		SP:Iteration 11Q (40659.340000 sec): 3 clusters
  Score: Raw -317586.870840 + Penalty 2604.228936 = -314982.641904
  nChanged 34
		SP:Iteration 12Q (40659.500000 sec): 3 clusters
  Score: Raw -317601.239509 + Penalty 2604.228936 = -314997.010573
  nChanged 32
		SP:Iteration 13Q (40659.690000 sec): 3 clusters
  Score: Raw -317612.546985 + Penalty 2604.228936 = -315008.318050
  nChanged 23
		SP:Iteration 14Q (40659.840000 sec): 3 clusters
  Score: Raw -317622.145943 + Penalty 2604.228936 = -315017.917007
  nChanged 23
		SP:Iteration 15Q (40660.050000 sec): 3 clusters
  Score: Raw -317628.976093 + Penalty 2604.228936 = -315024.747157
  nChanged 14
		SP:Iteration 16Q (40660.230000 sec): 3 clusters
  Score: Raw -317633.421636 + Penalty 2604.228936 = -315029.192700
  nChanged 12
		SP:Iteration 17Q (40660.410000 sec): 3 clusters
  Score: Raw -317638.917434 + Penalty 2604.228936 = -315034.688498
  nChanged 19
		SP:Iteration 18Q (40660.560000 sec): 3 clusters
  Score: Raw -317649.908546 + Penalty 2604.228936 = -315045.679610
  nChanged 25
		SP:Iteration 19Q (40660.740000 sec): 3 clusters
  Score: Raw -317660.916390 + Penalty 2604.228936 = -315056.687454
  nChanged 25
		SP:Iteration 20F (40660.920000 sec): 3 clusters
  Score: Raw -317673.162685 + Penalty 2604.228936 = -315068.933749
  nChanged 26
		SP:Iteration 21Q (40661.120000 sec): 3 clusters
  Score: Raw -317685.080196 + Penalty 2604.228936 = -315080.851260
  nChanged 25
		SP:Iteration 22Q (40661.320000 sec): 3 clusters
  Score: Raw -317693.991421 + Penalty 2604.228936 = -315089.762485
  nChanged 23
		SP:Iteration 23Q (40661.500000 sec): 3 clusters
  Score: Raw -317702.194908 + Penalty 2604.228936 = -315097.965972
  nChanged 14
		SP:Iteration 24Q (40661.660000 sec): 3 clusters
  Score: Raw -317708.995846 + Penalty 2604.228936 = -315104.766910
  nChanged 18
		SP:Iteration 25Q (40661.840000 sec): 3 clusters
  Score: Raw -317716.018103 + Penalty 2604.228936 = -315111.789167
  nChanged 16
		SP:Iteration 26Q (40661.980000 sec): 3 clusters
  Score: Raw -317724.543246 + Penalty 2604.228936 = -315120.314310
  nChanged 18
		SP:Iteration 27Q (40662.160000 sec): 3 clusters
  Score: Raw -317732.747539 + Penalty 2604.228936 = -315128.518603
  nChanged 20
		SP:Iteration 28Q (40662.300000 sec): 3 clusters
  Score: Raw -317740.591069 + Penalty 2604.228936 = -315136.362133
  nChanged 20
		SP:Iteration 29Q (40662.480000 sec): 3 clusters
  Score: Raw -317749.820165 + Penalty 2604.228936 = -315145.591229
  nChanged 13
		SP:Iteration 30Q (40662.670000 sec): 3 clusters
  Score: Raw -317754.626943 + Penalty 2604.228936 = -315150.398007
  nChanged 11
		SP:Iteration 31Q (40662.830000 sec): 3 clusters
  Score: Raw -317758.495401 + Penalty 2604.228936 = -315154.266466
  nChanged 11
		SP:Iteration 32Q (40663.020000 sec): 3 clusters
  Score: Raw -317761.723874 + Penalty 2604.228936 = -315157.494938
  nChanged 8
		SP:Iteration 33Q (40663.150000 sec): 3 clusters
  Score: Raw -317764.667140 + Penalty 2604.228936 = -315160.438204
  nChanged 8
		SP:Iteration 34Q (40663.300000 sec): 3 clusters
  Score: Raw -317767.570513 + Penalty 2604.228936 = -315163.341577
  nChanged 3
		SP:Iteration 35Q (40663.470000 sec): 3 clusters
  Score: Raw -317768.800809 + Penalty 2604.228936 = -315164.571873
  nChanged 6
		SP:Iteration 36Q (40663.640000 sec): 3 clusters
  Score: Raw -317771.106743 + Penalty 2604.228936 = -315166.877808
  nChanged 6
		SP:Iteration 37Q (40663.830000 sec): 3 clusters
  Score: Raw -317773.349634 + Penalty 2604.228936 = -315169.120699
  nChanged 4
		SP:Iteration 38Q (40664.020000 sec): 3 clusters
  Score: Raw -317775.768855 + Penalty 2604.228936 = -315171.539919
  nChanged 2
		SP:Iteration 39Q (40664.180000 sec): 3 clusters
  Score: Raw -317776.183481 + Penalty 2604.228936 = -315171.954545
  nChanged 3
		SP:Iteration 40F (40664.380000 sec): 3 clusters
  Score: Raw -317777.522573 + Penalty 2604.228936 = -315173.293637
  nChanged 5
		SP:Iteration 41Q (40664.560000 sec): 3 clusters
  Score: Raw -317779.044475 + Penalty 2604.228936 = -315174.815539
  nChanged 5
		SP:Iteration 42Q (40664.750000 sec): 3 clusters
  Score: Raw -317781.309156 + Penalty 2604.228936 = -315177.080220
  nChanged 5
		SP:Iteration 43Q (40664.880000 sec): 3 clusters
  Score: Raw -317782.782801 + Penalty 2604.228936 = -315178.553865
  nChanged 3
		SP:Iteration 44Q (40665.030000 sec): 3 clusters
  Score: Raw -317783.547460 + Penalty 2604.228936 = -315179.318524
  nChanged 1
		SP:Iteration 45Q (40665.170000 sec): 3 clusters
  Score: Raw -317783.962207 + Penalty 2604.228936 = -315179.733272
  nChanged 2
		SP:Iteration 46Q (40665.340000 sec): 3 clusters
  Score: Raw -317784.533920 + Penalty 2604.228936 = -315180.304985
  nChanged 3
		SP:Iteration 47Q (40665.500000 sec): 3 clusters
  Score: Raw -317785.574201 + Penalty 2604.228936 = -315181.345265
  nChanged 2
		SP:Iteration 48Q (40665.640000 sec): 3 clusters
  Score: Raw -317785.922166 + Penalty 2604.228936 = -315181.693230
  nChanged 0
		SP:Iteration 49F (40665.770000 sec): 3 clusters
  Score: Raw -317785.922166 + Penalty 2604.228936 = -315181.693230
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40665.920000 sec): 2 clusters
  Score: Raw -315054.098039 + Penalty 1304.146413 = -313749.951627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40666.070000 sec): 3 clusters
  Score: Raw -313604.944289 + Penalty 2608.292826 = -310996.651463
  nChanged 1165
		SP:Iteration 1F (40666.280000 sec): 3 clusters
  Score: Raw -314454.642533 + Penalty 2608.292826 = -311846.349707
  nChanged 296
		SP:Iteration 2F (40666.420000 sec): 3 clusters
  Score: Raw -314758.072856 + Penalty 2608.292826 = -312149.780031
  nChanged 214
		SP:Iteration 3F (40666.610000 sec): 3 clusters
  Score: Raw -314972.661154 + Penalty 2608.292826 = -312364.368328
  nChanged 187
		SP:Iteration 4F (40666.750000 sec): 3 clusters
  Score: Raw -315148.023314 + Penalty 2608.292826 = -312539.730488
  nChanged 149
		SP:Iteration 5Q (40666.910000 sec): 3 clusters
  Score: Raw -315283.566821 + Penalty 2608.292826 = -312675.273995
  nChanged 135
		SP:Iteration 6Q (40667.150000 sec): 3 clusters
  Score: Raw -315406.299733 + Penalty 2608.292826 = -312798.006907
  nChanged 122
		SP:Iteration 7Q (40667.300000 sec): 3 clusters
  Score: Raw -315519.663308 + Penalty 2608.292826 = -312911.370482
  nChanged 111
		SP:Iteration 8Q (40667.450000 sec): 3 clusters
  Score: Raw -315616.734951 + Penalty 2608.292826 = -313008.442126
  nChanged 94
		SP:Iteration 9Q (40667.660000 sec): 3 clusters
  Score: Raw -315709.809452 + Penalty 2608.292826 = -313101.516626
  nChanged 81
		SP:Iteration 10Q (40667.830000 sec): 3 clusters
  Score: Raw -315795.292329 + Penalty 2608.292826 = -313186.999504
  nChanged 86
		SP:Iteration 11Q (40667.950000 sec): 3 clusters
  Score: Raw -315915.478577 + Penalty 2608.292826 = -313307.185752
  nChanged 85
		SP:Iteration 12Q (40668.080000 sec): 3 clusters
  Score: Raw -316054.475716 + Penalty 2608.292826 = -313446.182891
  nChanged 48
		SP:Iteration 13Q (40668.210000 sec): 3 clusters
  Score: Raw -316128.902171 + Penalty 2608.292826 = -313520.609345
  nChanged 41
		SP:Iteration 14Q (40668.340000 sec): 3 clusters
  Score: Raw -316180.474800 + Penalty 2608.292826 = -313572.181975
  nChanged 26
		SP:Iteration 15Q (40668.470000 sec): 3 clusters
  Score: Raw -316202.601164 + Penalty 2608.292826 = -313594.308338
  nChanged 14
		SP:Iteration 16Q (40668.600000 sec): 3 clusters
  Score: Raw -316215.268156 + Penalty 2608.292826 = -313606.975331
  nChanged 11
		SP:Iteration 17Q (40668.740000 sec): 3 clusters
  Score: Raw -316223.212088 + Penalty 2608.292826 = -313614.919263
  nChanged 6
		SP:Iteration 18Q (40668.900000 sec): 3 clusters
  Score: Raw -316225.800633 + Penalty 2608.292826 = -313617.507807
  nChanged 2
		SP:Iteration 19Q (40669.060000 sec): 3 clusters
  Score: Raw -316226.459312 + Penalty 2608.292826 = -313618.166486
  nChanged 0
		SP:Iteration 20F (40669.230000 sec): 3 clusters
  Score: Raw -316226.459312 + Penalty 2608.292826 = -313618.166486
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40669.370000 sec): 2 clusters
  Score: Raw -453761.712822 + Penalty 1359.988031 = -452401.724791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40669.570000 sec): 3 clusters
  Score: Raw -451616.864471 + Penalty 2719.976062 = -448896.888409
  nChanged 1709
		SP:Iteration 1F (40669.700000 sec): 3 clusters
  Score: Raw -452617.910273 + Penalty 2719.976062 = -449897.934211
  nChanged 342
		SP:Iteration 2F (40669.920000 sec): 3 clusters
  Score: Raw -452835.040621 + Penalty 2719.976062 = -450115.064559
  nChanged 245
		SP:Iteration 3F (40670.070000 sec): 3 clusters
  Score: Raw -453002.943467 + Penalty 2719.976062 = -450282.967405
  nChanged 223
		SP:Iteration 4F (40670.250000 sec): 3 clusters
  Score: Raw -453134.669388 + Penalty 2719.976062 = -450414.693327
  nChanged 179
		SP:Iteration 5Q (40670.420000 sec): 3 clusters
  Score: Raw -453246.676963 + Penalty 2719.976062 = -450526.700901
  nChanged 145
		SP:Iteration 6Q (40670.580000 sec): 3 clusters
  Score: Raw -453338.181414 + Penalty 2719.976062 = -450618.205353
  nChanged 143
		SP:Iteration 7Q (40670.780000 sec): 3 clusters
  Score: Raw -453420.830436 + Penalty 2719.976062 = -450700.854375
  nChanged 122
		SP:Iteration 8Q (40670.940000 sec): 3 clusters
  Score: Raw -453491.611294 + Penalty 2719.976062 = -450771.635232
  nChanged 111
		SP:Iteration 9Q (40671.130000 sec): 3 clusters
  Score: Raw -453557.518661 + Penalty 2719.976062 = -450837.542600
  nChanged 92
		SP:Iteration 10Q (40671.330000 sec): 3 clusters
  Score: Raw -453603.187905 + Penalty 2719.976062 = -450883.211843
  nChanged 78
		SP:Iteration 11Q (40671.530000 sec): 3 clusters
  Score: Raw -453647.848841 + Penalty 2719.976062 = -450927.872779
  nChanged 79
		SP:Iteration 12Q (40671.710000 sec): 3 clusters
  Score: Raw -453691.283480 + Penalty 2719.976062 = -450971.307419
  nChanged 77
		SP:Iteration 13Q (40671.890000 sec): 3 clusters
  Score: Raw -453734.633188 + Penalty 2719.976062 = -451014.657127
  nChanged 63
		SP:Iteration 14Q (40672.070000 sec): 3 clusters
  Score: Raw -453769.580476 + Penalty 2719.976062 = -451049.604414
  nChanged 69
		SP:Iteration 15Q (40672.270000 sec): 3 clusters
  Score: Raw -453812.528696 + Penalty 2719.976062 = -451092.552634
  nChanged 74
		SP:Iteration 16Q (40672.470000 sec): 3 clusters
  Score: Raw -453859.343432 + Penalty 2719.976062 = -451139.367370
  nChanged 44
		SP:Iteration 17Q (40672.660000 sec): 3 clusters
  Score: Raw -453881.384963 + Penalty 2719.976062 = -451161.408901
  nChanged 35
		SP:Iteration 18Q (40672.830000 sec): 3 clusters
  Score: Raw -453896.525685 + Penalty 2719.976062 = -451176.549624
  nChanged 27
		SP:Iteration 19Q (40673.010000 sec): 3 clusters
  Score: Raw -453908.942006 + Penalty 2719.976062 = -451188.965944
  nChanged 21
		SP:Iteration 20F (40673.190000 sec): 3 clusters
  Score: Raw -453918.653621 + Penalty 2719.976062 = -451198.677560
  nChanged 16
		SP:Iteration 21Q (40673.410000 sec): 3 clusters
  Score: Raw -453925.975802 + Penalty 2719.976062 = -451205.999740
  nChanged 21
		SP:Iteration 22Q (40673.590000 sec): 3 clusters
  Score: Raw -453935.062303 + Penalty 2719.976062 = -451215.086241
  nChanged 18
		SP:Iteration 23Q (40673.780000 sec): 3 clusters
  Score: Raw -453943.580898 + Penalty 2719.976062 = -451223.604837
  nChanged 11
		SP:Iteration 24Q (40673.950000 sec): 3 clusters
  Score: Raw -453947.665861 + Penalty 2719.976062 = -451227.689799
  nChanged 8
		SP:Iteration 25Q (40674.170000 sec): 3 clusters
  Score: Raw -453950.929523 + Penalty 2719.976062 = -451230.953462
  nChanged 12
		SP:Iteration 26Q (40674.320000 sec): 3 clusters
  Score: Raw -453955.777820 + Penalty 2719.976062 = -451235.801759
  nChanged 14
		SP:Iteration 27Q (40674.530000 sec): 3 clusters
  Score: Raw -453960.541464 + Penalty 2719.976062 = -451240.565402
  nChanged 7
		SP:Iteration 28Q (40674.700000 sec): 3 clusters
  Score: Raw -453963.074923 + Penalty 2719.976062 = -451243.098861
  nChanged 8
		SP:Iteration 29Q (40674.890000 sec): 3 clusters
  Score: Raw -453965.977079 + Penalty 2719.976062 = -451246.001018
  nChanged 4
		SP:Iteration 30Q (40675.070000 sec): 3 clusters
  Score: Raw -453967.379186 + Penalty 2719.976062 = -451247.403124
  nChanged 3
		SP:Iteration 31Q (40675.280000 sec): 3 clusters
  Score: Raw -453968.527156 + Penalty 2719.976062 = -451248.551094
  nChanged 2
		SP:Iteration 32Q (40675.460000 sec): 3 clusters
  Score: Raw -453969.382907 + Penalty 2719.976062 = -451249.406846
  nChanged 1
		SP:Iteration 33Q (40675.620000 sec): 3 clusters
  Score: Raw -453969.616160 + Penalty 2719.976062 = -451249.640099
  nChanged 0
		SP:Iteration 34F (40675.780000 sec): 3 clusters
  Score: Raw -453969.616160 + Penalty 2719.976062 = -451249.640099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40675.870000 sec): 2 clusters
  Score: Raw -103516.908386 + Penalty 1116.889123 = -102400.019263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40676.050000 sec): 3 clusters
  Score: Raw -103230.613315 + Penalty 2233.778246 = -100996.835069
  nChanged 285
		SP:Iteration 1F (40676.230000 sec): 3 clusters
  Score: Raw -103500.797676 + Penalty 2233.778246 = -101267.019430
  nChanged 60
		SP:Iteration 2F (40676.440000 sec): 3 clusters
  Score: Raw -103563.831840 + Penalty 2233.778246 = -101330.053594
  nChanged 32
		SP:Iteration 3Q (40676.590000 sec): 3 clusters
  Score: Raw -103597.463978 + Penalty 2233.778246 = -101363.685732
  nChanged 19
		SP:Iteration 4Q (40676.750000 sec): 3 clusters
  Score: Raw -103624.171338 + Penalty 2233.778246 = -101390.393092
  nChanged 20
		SP:Iteration 5Q (40676.940000 sec): 3 clusters
  Score: Raw -103657.795372 + Penalty 2233.778246 = -101424.017126
  nChanged 23
		SP:Iteration 6Q (40677.110000 sec): 3 clusters
  Score: Raw -103692.053128 + Penalty 2233.778246 = -101458.274882
  nChanged 28
		SP:Iteration 7Q (40677.260000 sec): 3 clusters
  Score: Raw -103742.278309 + Penalty 2233.778246 = -101508.500063
  nChanged 28
		SP:Iteration 8Q (40677.450000 sec): 3 clusters
  Score: Raw -103791.503374 + Penalty 2233.778246 = -101557.725128
  nChanged 27
		SP:Iteration 9Q (40677.590000 sec): 3 clusters
  Score: Raw -103826.523630 + Penalty 2233.778246 = -101592.745384
  nChanged 17
		SP:Iteration 10Q (40677.790000 sec): 3 clusters
  Score: Raw -103844.775912 + Penalty 2233.778246 = -101610.997666
  nChanged 11
		SP:Iteration 11Q (40677.990000 sec): 3 clusters
  Score: Raw -103854.333699 + Penalty 2233.778246 = -101620.555453
  nChanged 12
		SP:Iteration 12Q (40678.180000 sec): 3 clusters
  Score: Raw -103867.944773 + Penalty 2233.778246 = -101634.166527
  nChanged 9
		SP:Iteration 13Q (40678.390000 sec): 3 clusters
  Score: Raw -103874.396800 + Penalty 2233.778246 = -101640.618554
  nChanged 11
		SP:Iteration 14Q (40678.550000 sec): 3 clusters
  Score: Raw -103885.814773 + Penalty 2233.778246 = -101652.036527
  nChanged 12
		SP:Iteration 15Q (40678.680000 sec): 3 clusters
  Score: Raw -103905.350190 + Penalty 2233.778246 = -101671.571944
  nChanged 15
		SP:Iteration 16Q (40678.870000 sec): 3 clusters
  Score: Raw -103925.526210 + Penalty 2233.778246 = -101691.747963
  nChanged 12
		SP:Iteration 17Q (40679.050000 sec): 3 clusters
  Score: Raw -103943.108889 + Penalty 2233.778246 = -101709.330643
  nChanged 12
		SP:Iteration 18Q (40679.170000 sec): 3 clusters
  Score: Raw -103960.402207 + Penalty 2233.778246 = -101726.623961
  nChanged 13
		SP:Iteration 19Q (40679.350000 sec): 3 clusters
  Score: Raw -103979.356456 + Penalty 2233.778246 = -101745.578209
  nChanged 21
		SP:Iteration 20F (40679.460000 sec): 3 clusters
  Score: Raw -104002.535422 + Penalty 2233.778246 = -101768.757176
  nChanged 14
		SP:Iteration 21Q (40679.580000 sec): 3 clusters
  Score: Raw -104020.397116 + Penalty 2233.778246 = -101786.618870
  nChanged 15
		SP:Iteration 22Q (40679.720000 sec): 3 clusters
  Score: Raw -104039.756297 + Penalty 2233.778246 = -101805.978051
  nChanged 10
		SP:Iteration 23Q (40679.900000 sec): 3 clusters
  Score: Raw -104053.669207 + Penalty 2233.778246 = -101819.890961
  nChanged 11
		SP:Iteration 24Q (40680.100000 sec): 3 clusters
  Score: Raw -104069.877276 + Penalty 2233.778246 = -101836.099029
  nChanged 17
		SP:Iteration 25Q (40680.300000 sec): 3 clusters
  Score: Raw -104096.021581 + Penalty 2233.778246 = -101862.243335
  nChanged 20
		SP:Iteration 26Q (40680.470000 sec): 3 clusters
  Score: Raw -104149.058752 + Penalty 2233.778246 = -101915.280506
  nChanged 28
		SP:Iteration 27Q (40680.600000 sec): 3 clusters
  Score: Raw -104264.608343 + Penalty 2233.778246 = -102030.830097
  nChanged 24
		SP:Iteration 28Q (40680.750000 sec): 3 clusters
  Score: Raw -104494.561301 + Penalty 2233.778246 = -102260.783055
  nChanged 18
		SP:Iteration 29Q (40680.910000 sec): 3 clusters
  Score: Raw -104712.284267 + Penalty 2233.778246 = -102478.506021
  nChanged 20
		SP:Iteration 30Q (40681.040000 sec): 3 clusters
  Score: Raw -104799.331578 + Penalty 2233.778246 = -102565.553331
  nChanged 17
		SP:Iteration 31Q (40681.200000 sec): 3 clusters
  Score: Raw -104925.756887 + Penalty 2233.778246 = -102691.978640
  nChanged 10
		SP:Iteration 32Q (40681.400000 sec): 3 clusters
  Score: Raw -104945.376878 + Penalty 2233.778246 = -102711.598632
  nChanged 4
		SP:Iteration 33Q (40681.540000 sec): 3 clusters
  Score: Raw -104955.706781 + Penalty 2233.778246 = -102721.928534
  nChanged 3
		SP:Iteration 34Q (40681.720000 sec): 3 clusters
  Score: Raw -104961.438804 + Penalty 2233.778246 = -102727.660558
  nChanged 4
		SP:Iteration 35Q (40681.900000 sec): 3 clusters
  Score: Raw -104971.327434 + Penalty 2233.778246 = -102737.549188
  nChanged 5
		SP:Iteration 36Q (40682.070000 sec): 3 clusters
  Score: Raw -104979.409369 + Penalty 2233.778246 = -102745.631123
  nChanged 3
		SP:Iteration 37Q (40682.250000 sec): 3 clusters
  Score: Raw -104991.019168 + Penalty 2233.778246 = -102757.240922
  nChanged 3
		SP:Iteration 38Q (40682.430000 sec): 3 clusters
  Score: Raw -104999.730690 + Penalty 2233.778246 = -102765.952444
  nChanged 4
		SP:Iteration 39Q (40682.620000 sec): 3 clusters
  Score: Raw -105016.806612 + Penalty 2233.778246 = -102783.028366
  nChanged 3
		SP:Iteration 40F (40682.830000 sec): 3 clusters
  Score: Raw -105080.591274 + Penalty 2233.778246 = -102846.813028
  nChanged 24
		SP:Iteration 41Q (40683.000000 sec): 3 clusters
  Score: Raw -105312.787405 + Penalty 2233.778246 = -103079.009159
  nChanged 11
		SP:Iteration 42Q (40683.150000 sec): 3 clusters
  Score: Raw -105442.274021 + Penalty 2233.778246 = -103208.495775
  nChanged 0
		SP:Iteration 43F (40683.310000 sec): 3 clusters
  Score: Raw -105442.274021 + Penalty 2233.778246 = -103208.495775
  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 9.11 GB.

 Trying to split cluster 64 (19693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40683.500000 sec): 2 clusters
  Score: Raw -2175797.768953 + Penalty 1606.803010 = -2174190.965943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40683.790000 sec): 3 clusters
  Score: Raw -2164082.291588 + Penalty 3213.606020 = -2160868.685569
  nChanged 8849
		SP:Iteration 1F (40684.090000 sec): 3 clusters
  Score: Raw -2169003.875169 + Penalty 3213.606020 = -2165790.269149
  nChanged 1065
		SP:Iteration 2F (40684.390000 sec): 3 clusters
  Score: Raw -2169436.057871 + Penalty 3213.606020 = -2166222.451851
  nChanged 996
		SP:Iteration 3F (40684.670000 sec): 3 clusters
  Score: Raw -2169828.735515 + Penalty 3213.606020 = -2166615.129496
  nChanged 915
		SP:Iteration 4Q (40684.940000 sec): 3 clusters
  Score: Raw -2170187.559906 + Penalty 3213.606020 = -2166973.953887
  nChanged 862
		SP:Iteration 5Q (40685.270000 sec): 3 clusters
  Score: Raw -2170529.079705 + Penalty 3213.606020 = -2167315.473685
  nChanged 797
		SP:Iteration 6Q (40685.590000 sec): 3 clusters
  Score: Raw -2170841.093813 + Penalty 3213.606020 = -2167627.487794
  nChanged 781
		SP:Iteration 7Q (40685.920000 sec): 3 clusters
  Score: Raw -2171178.217640 + Penalty 3213.606020 = -2167964.611621
  nChanged 776
		SP:Iteration 8Q (40686.230000 sec): 3 clusters
  Score: Raw -2171556.228320 + Penalty 3213.606020 = -2168342.622300
  nChanged 816
		SP:Iteration 9Q (40686.540000 sec): 3 clusters
  Score: Raw -2172021.097063 + Penalty 3213.606020 = -2168807.491043
  nChanged 784
		SP:Iteration 10Q (40686.830000 sec): 3 clusters
  Score: Raw -2172523.080170 + Penalty 3213.606020 = -2169309.474151
  nChanged 737
		SP:Iteration 11Q (40687.110000 sec): 3 clusters
  Score: Raw -2173035.225738 + Penalty 3213.606020 = -2169821.619718
  nChanged 707
		SP:Iteration 12Q (40687.420000 sec): 3 clusters
  Score: Raw -2173516.734945 + Penalty 3213.606020 = -2170303.128926
  nChanged 539
		SP:Iteration 13Q (40687.670000 sec): 3 clusters
  Score: Raw -2173857.878430 + Penalty 3213.606020 = -2170644.272411
  nChanged 445
		SP:Iteration 14Q (40688.010000 sec): 3 clusters
  Score: Raw -2174108.890137 + Penalty 3213.606020 = -2170895.284117
  nChanged 383
		SP:Iteration 15Q (40688.320000 sec): 3 clusters
  Score: Raw -2174324.429623 + Penalty 3213.606020 = -2171110.823604
  nChanged 345
		SP:Iteration 16Q (40688.600000 sec): 3 clusters
  Score: Raw -2174517.567547 + Penalty 3213.606020 = -2171303.961528
  nChanged 299
		SP:Iteration 17Q (40688.940000 sec): 3 clusters
  Score: Raw -2174682.622629 + Penalty 3213.606020 = -2171469.016610
  nChanged 287
		SP:Iteration 18Q (40689.270000 sec): 3 clusters
  Score: Raw -2174836.377498 + Penalty 3213.606020 = -2171622.771478
  nChanged 265
		SP:Iteration 19Q (40689.510000 sec): 3 clusters
  Score: Raw -2174965.779243 + Penalty 3213.606020 = -2171752.173224
  nChanged 242
		SP:Iteration 20F (40689.820000 sec): 3 clusters
  Score: Raw -2175082.485550 + Penalty 3213.606020 = -2171868.879530
  nChanged 237
		SP:Iteration 21Q (40690.130000 sec): 3 clusters
  Score: Raw -2175205.701815 + Penalty 3213.606020 = -2171992.095795
  nChanged 221
		SP:Iteration 22Q (40690.390000 sec): 3 clusters
  Score: Raw -2175321.869410 + Penalty 3213.606020 = -2172108.263391
  nChanged 206
		SP:Iteration 23Q (40690.700000 sec): 3 clusters
  Score: Raw -2175426.817207 + Penalty 3213.606020 = -2172213.211188
  nChanged 173
		SP:Iteration 24Q (40690.980000 sec): 3 clusters
  Score: Raw -2175506.290856 + Penalty 3213.606020 = -2172292.684836
  nChanged 137
		SP:Iteration 25Q (40691.290000 sec): 3 clusters
  Score: Raw -2175573.074460 + Penalty 3213.606020 = -2172359.468440
  nChanged 132
		SP:Iteration 26Q (40691.560000 sec): 3 clusters
  Score: Raw -2175632.910741 + Penalty 3213.606020 = -2172419.304722
  nChanged 97
		SP:Iteration 27Q (40691.820000 sec): 3 clusters
  Score: Raw -2175677.185811 + Penalty 3213.606020 = -2172463.579791
  nChanged 106
		SP:Iteration 28Q (40692.070000 sec): 3 clusters
  Score: Raw -2175724.272240 + Penalty 3213.606020 = -2172510.666220
  nChanged 116
		SP:Iteration 29Q (40692.290000 sec): 3 clusters
  Score: Raw -2175775.403590 + Penalty 3213.606020 = -2172561.797570
  nChanged 105
		SP:Iteration 30Q (40692.590000 sec): 3 clusters
  Score: Raw -2175829.256352 + Penalty 3213.606020 = -2172615.650333
  nChanged 87
		SP:Iteration 31Q (40692.850000 sec): 3 clusters
  Score: Raw -2175872.646441 + Penalty 3213.606020 = -2172659.040421
  nChanged 86
		SP:Iteration 32Q (40693.120000 sec): 3 clusters
  Score: Raw -2175913.517869 + Penalty 3213.606020 = -2172699.911849
  nChanged 72
		SP:Iteration 33Q (40693.370000 sec): 3 clusters
  Score: Raw -2175947.974100 + Penalty 3213.606020 = -2172734.368080
  nChanged 61
		SP:Iteration 34Q (40693.660000 sec): 3 clusters
  Score: Raw -2175974.849024 + Penalty 3213.606020 = -2172761.243004
  nChanged 60
		SP:Iteration 35Q (40693.910000 sec): 3 clusters
  Score: Raw -2176006.505054 + Penalty 3213.606020 = -2172792.899034
  nChanged 65
		SP:Iteration 36Q (40694.170000 sec): 3 clusters
  Score: Raw -2176037.548926 + Penalty 3213.606020 = -2172823.942906
  nChanged 59
		SP:Iteration 37Q (40694.410000 sec): 3 clusters
  Score: Raw -2176064.991428 + Penalty 3213.606020 = -2172851.385409
  nChanged 48
		SP:Iteration 38Q (40694.690000 sec): 3 clusters
  Score: Raw -2176084.774226 + Penalty 3213.606020 = -2172871.168206
  nChanged 32
		SP:Iteration 39Q (40694.950000 sec): 3 clusters
  Score: Raw -2176094.530673 + Penalty 3213.606020 = -2172880.924654
  nChanged 24
		SP:Iteration 40F (40695.250000 sec): 3 clusters
  Score: Raw -2176104.931781 + Penalty 3213.606020 = -2172891.325761
  nChanged 17
		SP:Iteration 41Q (40695.510000 sec): 3 clusters
  Score: Raw -2176109.512439 + Penalty 3213.606020 = -2172895.906420
  nChanged 13
		SP:Iteration 42Q (40695.800000 sec): 3 clusters
  Score: Raw -2176113.365601 + Penalty 3213.606020 = -2172899.759581
  nChanged 19
		SP:Iteration 43Q (40696.100000 sec): 3 clusters
  Score: Raw -2176118.317235 + Penalty 3213.606020 = -2172904.711216
  nChanged 13
		SP:Iteration 44Q (40696.340000 sec): 3 clusters
  Score: Raw -2176122.368443 + Penalty 3213.606020 = -2172908.762423
  nChanged 10
		SP:Iteration 45Q (40696.580000 sec): 3 clusters
  Score: Raw -2176127.249952 + Penalty 3213.606020 = -2172913.643932
  nChanged 18
		SP:Iteration 46Q (40696.870000 sec): 3 clusters
  Score: Raw -2176133.345150 + Penalty 3213.606020 = -2172919.739130
  nChanged 17
		SP:Iteration 47Q (40697.120000 sec): 3 clusters
  Score: Raw -2176139.173243 + Penalty 3213.606020 = -2172925.567223
  nChanged 23
		SP:Iteration 48Q (40697.330000 sec): 3 clusters
  Score: Raw -2176145.615415 + Penalty 3213.606020 = -2172932.009395
  nChanged 13
		SP:Iteration 49Q (40697.560000 sec): 3 clusters
  Score: Raw -2176149.801676 + Penalty 3213.606020 = -2172936.195657
  nChanged 16
		SP:Iteration 50Q (40697.810000 sec): 3 clusters
  Score: Raw -2176153.949409 + Penalty 3213.606020 = -2172940.343390
  nChanged 9
		SP:Iteration 51Q (40698.090000 sec): 3 clusters
  Score: Raw -2176156.594307 + Penalty 3213.606020 = -2172942.988287
  nChanged 7
		SP:Iteration 52Q (40698.340000 sec): 3 clusters
  Score: Raw -2176158.490680 + Penalty 3213.606020 = -2172944.884660
  nChanged 7
		SP:Iteration 53Q (40698.620000 sec): 3 clusters
  Score: Raw -2176160.937643 + Penalty 3213.606020 = -2172947.331623
  nChanged 7
		SP:Iteration 54Q (40698.890000 sec): 3 clusters
  Score: Raw -2176162.891512 + Penalty 3213.606020 = -2172949.285492
  nChanged 5
		SP:Iteration 55Q (40699.160000 sec): 3 clusters
  Score: Raw -2176164.963741 + Penalty 3213.606020 = -2172951.357722
  nChanged 4
		SP:Iteration 56Q (40699.460000 sec): 3 clusters
  Score: Raw -2176166.212529 + Penalty 3213.606020 = -2172952.606509
  nChanged 8
		SP:Iteration 57Q (40699.740000 sec): 3 clusters
  Score: Raw -2176168.622455 + Penalty 3213.606020 = -2172955.016435
  nChanged 6
		SP:Iteration 58Q (40700.000000 sec): 3 clusters
  Score: Raw -2176170.744542 + Penalty 3213.606020 = -2172957.138522
  nChanged 4
		SP:Iteration 59Q (40700.320000 sec): 3 clusters
  Score: Raw -2176172.576618 + Penalty 3213.606020 = -2172958.970598
  nChanged 6
		SP:Iteration 60F (40700.600000 sec): 3 clusters
  Score: Raw -2176173.760759 + Penalty 3213.606020 = -2172960.154740
  nChanged 6
		SP:Iteration 61Q (40700.860000 sec): 3 clusters
  Score: Raw -2176175.318012 + Penalty 3213.606020 = -2172961.711993
  nChanged 4
		SP:Iteration 62Q (40701.160000 sec): 3 clusters
  Score: Raw -2176176.251380 + Penalty 3213.606020 = -2172962.645361
  nChanged 5
		SP:Iteration 63Q (40701.400000 sec): 3 clusters
  Score: Raw -2176177.793473 + Penalty 3213.606020 = -2172964.187454
  nChanged 2
		SP:Iteration 64Q (40701.720000 sec): 3 clusters
  Score: Raw -2176178.505289 + Penalty 3213.606020 = -2172964.899270
  nChanged 2
		SP:Iteration 65Q (40702.020000 sec): 3 clusters
  Score: Raw -2176179.054576 + Penalty 3213.606020 = -2172965.448556
  nChanged 4
		SP:Iteration 66Q (40702.310000 sec): 3 clusters
  Score: Raw -2176180.030118 + Penalty 3213.606020 = -2172966.424098
  nChanged 2
		SP:Iteration 67Q (40702.620000 sec): 3 clusters
  Score: Raw -2176180.589312 + Penalty 3213.606020 = -2172966.983293
  nChanged 1
		SP:Iteration 68Q (40702.880000 sec): 3 clusters
  Score: Raw -2176180.814143 + Penalty 3213.606020 = -2172967.208124
  nChanged 0
		SP:Iteration 69F (40703.150000 sec): 3 clusters
  Score: Raw -2176180.814143 + Penalty 3213.606020 = -2172967.208124
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40703.240000 sec): 2 clusters
  Score: Raw -398420.110491 + Penalty 1333.081382 = -397087.029109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40703.420000 sec): 3 clusters
  Score: Raw -396668.015554 + Penalty 2666.162765 = -394001.852789
  nChanged 1401
		SP:Iteration 1F (40703.640000 sec): 3 clusters
  Score: Raw -397456.342443 + Penalty 2666.162765 = -394790.179678
  nChanged 257
		SP:Iteration 2F (40703.800000 sec): 3 clusters
  Score: Raw -397637.969041 + Penalty 2666.162765 = -394971.806276
  nChanged 219
		SP:Iteration 3F (40704.020000 sec): 3 clusters
  Score: Raw -397808.504850 + Penalty 2666.162765 = -395142.342086
  nChanged 206
		SP:Iteration 4F (40704.180000 sec): 3 clusters
  Score: Raw -397973.759333 + Penalty 2666.162765 = -395307.596568
  nChanged 189
		SP:Iteration 5F (40704.330000 sec): 3 clusters
  Score: Raw -398101.072295 + Penalty 2666.162765 = -395434.909530
  nChanged 143
		SP:Iteration 6Q (40704.500000 sec): 3 clusters
  Score: Raw -398197.733453 + Penalty 2666.162765 = -395531.570688
  nChanged 142
		SP:Iteration 7Q (40704.720000 sec): 3 clusters
  Score: Raw -398291.801636 + Penalty 2666.162765 = -395625.638871
  nChanged 116
		SP:Iteration 8Q (40704.870000 sec): 3 clusters
  Score: Raw -398368.151567 + Penalty 2666.162765 = -395701.988802
  nChanged 112
		SP:Iteration 9Q (40705.060000 sec): 3 clusters
  Score: Raw -398437.039552 + Penalty 2666.162765 = -395770.876788
  nChanged 94
		SP:Iteration 10Q (40705.260000 sec): 3 clusters
  Score: Raw -398502.504969 + Penalty 2666.162765 = -395836.342204
  nChanged 86
		SP:Iteration 11Q (40705.450000 sec): 3 clusters
  Score: Raw -398566.815271 + Penalty 2666.162765 = -395900.652506
  nChanged 73
		SP:Iteration 12Q (40705.640000 sec): 3 clusters
  Score: Raw -398614.098002 + Penalty 2666.162765 = -395947.935238
  nChanged 47
		SP:Iteration 13Q (40705.770000 sec): 3 clusters
  Score: Raw -398642.829057 + Penalty 2666.162765 = -395976.666293
  nChanged 36
		SP:Iteration 14Q (40706.000000 sec): 3 clusters
  Score: Raw -398661.834589 + Penalty 2666.162765 = -395995.671824
  nChanged 23
		SP:Iteration 15Q (40706.140000 sec): 3 clusters
  Score: Raw -398675.726570 + Penalty 2666.162765 = -396009.563805
  nChanged 21
		SP:Iteration 16Q (40706.340000 sec): 3 clusters
  Score: Raw -398687.169207 + Penalty 2666.162765 = -396021.006443
  nChanged 16
		SP:Iteration 17Q (40706.540000 sec): 3 clusters
  Score: Raw -398695.250726 + Penalty 2666.162765 = -396029.087961
  nChanged 16
		SP:Iteration 18Q (40706.680000 sec): 3 clusters
  Score: Raw -398701.101305 + Penalty 2666.162765 = -396034.938541
  nChanged 7
		SP:Iteration 19Q (40706.830000 sec): 3 clusters
  Score: Raw -398702.878567 + Penalty 2666.162765 = -396036.715803
  nChanged 8
		SP:Iteration 20F (40707.000000 sec): 3 clusters
  Score: Raw -398706.213513 + Penalty 2666.162765 = -396040.050748
  nChanged 4
		SP:Iteration 21Q (40707.160000 sec): 3 clusters
  Score: Raw -398708.323381 + Penalty 2666.162765 = -396042.160617
  nChanged 4
		SP:Iteration 22Q (40707.380000 sec): 3 clusters
  Score: Raw -398710.659461 + Penalty 2666.162765 = -396044.496696
  nChanged 5
		SP:Iteration 23Q (40707.530000 sec): 3 clusters
  Score: Raw -398713.125706 + Penalty 2666.162765 = -396046.962941
  nChanged 1
		SP:Iteration 24Q (40707.750000 sec): 3 clusters
  Score: Raw -398713.721553 + Penalty 2666.162765 = -396047.558789
  nChanged 0
		SP:Iteration 25F (40707.860000 sec): 3 clusters
  Score: Raw -398713.721553 + Penalty 2666.162765 = -396047.558789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40707.960000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40708.120000 sec): 3 clusters
  Score: Raw -20637.449378 + Penalty 1729.978243 = -18907.471135
  nChanged 36
		SP:Iteration 1F (40708.300000 sec): 3 clusters
  Score: Raw -20748.500741 + Penalty 1729.978243 = -19018.522498
  nChanged 11
		SP:Iteration 2F (40708.490000 sec): 3 clusters
  Score: Raw -20785.705972 + Penalty 1729.978243 = -19055.727729
  nChanged 7
		SP:Iteration 3Q (40708.660000 sec): 3 clusters
  Score: Raw -20815.787554 + Penalty 1729.978243 = -19085.809311
  nChanged 2
		SP:Iteration 4Q (40708.820000 sec): 3 clusters
  Score: Raw -20828.880720 + Penalty 1729.978243 = -19098.902476
  nChanged 2
		SP:Iteration 5Q (40708.960000 sec): 3 clusters
  Score: Raw -20846.655766 + Penalty 1729.978243 = -19116.677523
  nChanged 0
		SP:Iteration 6F (40709.110000 sec): 3 clusters
  Score: Raw -20846.655766 + Penalty 1729.978243 = -19116.677523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40709.230000 sec): 2 clusters
  Score: Raw -734758.797589 + Penalty 1430.263245 = -733328.534343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40709.460000 sec): 3 clusters
  Score: Raw -731142.295518 + Penalty 2860.526491 = -728281.769028
  nChanged 2783
		SP:Iteration 1F (40709.670000 sec): 3 clusters
  Score: Raw -732613.665782 + Penalty 2860.526491 = -729753.139292
  nChanged 472
		SP:Iteration 2F (40709.880000 sec): 3 clusters
  Score: Raw -732840.577870 + Penalty 2860.526491 = -729980.051379
  nChanged 365
		SP:Iteration 3F (40710.040000 sec): 3 clusters
  Score: Raw -732994.092841 + Penalty 2860.526491 = -730133.566350
  nChanged 264
		SP:Iteration 4Q (40710.230000 sec): 3 clusters
  Score: Raw -733088.635942 + Penalty 2860.526491 = -730228.109451
  nChanged 186
		SP:Iteration 5Q (40710.380000 sec): 3 clusters
  Score: Raw -733152.225041 + Penalty 2860.526491 = -730291.698550
  nChanged 171
		SP:Iteration 6Q (40710.560000 sec): 3 clusters
  Score: Raw -733223.191033 + Penalty 2860.526491 = -730362.664542
  nChanged 182
		SP:Iteration 7Q (40710.730000 sec): 3 clusters
  Score: Raw -733300.844857 + Penalty 2860.526491 = -730440.318366
  nChanged 174
		SP:Iteration 8Q (40710.880000 sec): 3 clusters
  Score: Raw -733383.603664 + Penalty 2860.526491 = -730523.077173
  nChanged 209
		SP:Iteration 9Q (40711.080000 sec): 3 clusters
  Score: Raw -733498.185854 + Penalty 2860.526491 = -730637.659364
  nChanged 220
		SP:Iteration 10Q (40711.280000 sec): 3 clusters
  Score: Raw -733617.282926 + Penalty 2860.526491 = -730756.756436
  nChanged 232
		SP:Iteration 11Q (40711.520000 sec): 3 clusters
  Score: Raw -733757.157239 + Penalty 2860.526491 = -730896.630749
  nChanged 235
		SP:Iteration 12Q (40711.740000 sec): 3 clusters
  Score: Raw -733933.569704 + Penalty 2860.526491 = -731073.043214
  nChanged 276
		SP:Iteration 13Q (40711.930000 sec): 3 clusters
  Score: Raw -734179.677874 + Penalty 2860.526491 = -731319.151383
  nChanged 282
		SP:Iteration 14Q (40712.140000 sec): 3 clusters
  Score: Raw -734411.379870 + Penalty 2860.526491 = -731550.853379
  nChanged 265
		SP:Iteration 15Q (40712.340000 sec): 3 clusters
  Score: Raw -734623.229739 + Penalty 2860.526491 = -731762.703248
  nChanged 237
		SP:Iteration 16Q (40712.560000 sec): 3 clusters
  Score: Raw -734812.631749 + Penalty 2860.526491 = -731952.105259
  nChanged 213
		SP:Iteration 17Q (40712.730000 sec): 3 clusters
  Score: Raw -735001.792844 + Penalty 2860.526491 = -732141.266353
  nChanged 188
		SP:Iteration 18Q (40712.910000 sec): 3 clusters
  Score: Raw -735178.450736 + Penalty 2860.526491 = -732317.924245
  nChanged 156
		SP:Iteration 19Q (40713.130000 sec): 3 clusters
  Score: Raw -735348.659539 + Penalty 2860.526491 = -732488.133048
  nChanged 141
		SP:Iteration 20F (40713.340000 sec): 3 clusters
  Score: Raw -735475.191568 + Penalty 2860.526491 = -732614.665077
  nChanged 85
		SP:Iteration 21Q (40713.560000 sec): 3 clusters
  Score: Raw -735535.678741 + Penalty 2860.526491 = -732675.152250
  nChanged 61
		SP:Iteration 22Q (40713.780000 sec): 3 clusters
  Score: Raw -735569.832586 + Penalty 2860.526491 = -732709.306095
  nChanged 50
		SP:Iteration 23Q (40713.920000 sec): 3 clusters
  Score: Raw -735590.259972 + Penalty 2860.526491 = -732729.733481
  nChanged 33
		SP:Iteration 24Q (40714.070000 sec): 3 clusters
  Score: Raw -735603.429081 + Penalty 2860.526491 = -732742.902590
  nChanged 19
		SP:Iteration 25Q (40714.260000 sec): 3 clusters
  Score: Raw -735610.266651 + Penalty 2860.526491 = -732749.740161
  nChanged 23
		SP:Iteration 26Q (40714.450000 sec): 3 clusters
  Score: Raw -735619.235963 + Penalty 2860.526491 = -732758.709472
  nChanged 30
		SP:Iteration 27Q (40714.590000 sec): 3 clusters
  Score: Raw -735629.345481 + Penalty 2860.526491 = -732768.818991
  nChanged 14
		SP:Iteration 28Q (40714.780000 sec): 3 clusters
  Score: Raw -735632.035696 + Penalty 2860.526491 = -732771.509206
  nChanged 10
		SP:Iteration 29Q (40714.930000 sec): 3 clusters
  Score: Raw -735633.725880 + Penalty 2860.526491 = -732773.199389
  nChanged 4
		SP:Iteration 30Q (40715.130000 sec): 3 clusters
  Score: Raw -735634.326831 + Penalty 2860.526491 = -732773.800340
  nChanged 3
		SP:Iteration 31Q (40715.300000 sec): 3 clusters
  Score: Raw -735635.062352 + Penalty 2860.526491 = -732774.535862
  nChanged 5
		SP:Iteration 32Q (40715.490000 sec): 3 clusters
  Score: Raw -735636.117778 + Penalty 2860.526491 = -732775.591287
  nChanged 3
		SP:Iteration 33Q (40715.700000 sec): 3 clusters
  Score: Raw -735636.621414 + Penalty 2860.526491 = -732776.094924
  nChanged 2
		SP:Iteration 34Q (40715.900000 sec): 3 clusters
  Score: Raw -735636.887732 + Penalty 2860.526491 = -732776.361242
  nChanged 2
		SP:Iteration 35Q (40716.070000 sec): 3 clusters
  Score: Raw -735637.389694 + Penalty 2860.526491 = -732776.863204
  nChanged 2
		SP:Iteration 36Q (40716.270000 sec): 3 clusters
  Score: Raw -735637.848021 + Penalty 2860.526491 = -732777.321530
  nChanged 1
		SP:Iteration 37Q (40716.510000 sec): 3 clusters
  Score: Raw -735638.098600 + Penalty 2860.526491 = -732777.572109
  nChanged 2
		SP:Iteration 38Q (40716.730000 sec): 3 clusters
  Score: Raw -735638.648043 + Penalty 2860.526491 = -732778.121552
  nChanged 0
		SP:Iteration 39F (40716.890000 sec): 3 clusters
  Score: Raw -735638.648043 + Penalty 2860.526491 = -732778.121552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40716.990000 sec): 2 clusters
  Score: Raw -253656.531197 + Penalty 1280.015408 = -252376.515789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40717.150000 sec): 3 clusters
  Score: Raw -252533.549062 + Penalty 2560.030816 = -249973.518246
  nChanged 992
		SP:Iteration 1F (40717.310000 sec): 3 clusters
  Score: Raw -253242.659403 + Penalty 2560.030816 = -250682.628586
  nChanged 255
		SP:Iteration 2F (40717.460000 sec): 3 clusters
  Score: Raw -253458.344091 + Penalty 2560.030816 = -250898.313275
  nChanged 170
		SP:Iteration 3F (40717.570000 sec): 3 clusters
  Score: Raw -253614.048582 + Penalty 2560.030816 = -251054.017766
  nChanged 138
		SP:Iteration 4F (40717.740000 sec): 3 clusters
  Score: Raw -253734.427073 + Penalty 2560.030816 = -251174.396257
  nChanged 103
		SP:Iteration 5Q (40717.910000 sec): 3 clusters
  Score: Raw -253805.264975 + Penalty 2560.030816 = -251245.234159
  nChanged 72
		SP:Iteration 6Q (40718.070000 sec): 3 clusters
  Score: Raw -253850.160711 + Penalty 2560.030816 = -251290.129895
  nChanged 50
		SP:Iteration 7Q (40718.230000 sec): 3 clusters
  Score: Raw -253888.997105 + Penalty 2560.030816 = -251328.966289
  nChanged 49
		SP:Iteration 8Q (40718.430000 sec): 3 clusters
  Score: Raw -253920.795467 + Penalty 2560.030816 = -251360.764651
  nChanged 43
		SP:Iteration 9Q (40718.640000 sec): 3 clusters
  Score: Raw -253951.980662 + Penalty 2560.030816 = -251391.949846
  nChanged 41
		SP:Iteration 10Q (40718.840000 sec): 3 clusters
  Score: Raw -253984.413196 + Penalty 2560.030816 = -251424.382380
  nChanged 39
		SP:Iteration 11Q (40718.970000 sec): 3 clusters
  Score: Raw -254010.279760 + Penalty 2560.030816 = -251450.248944
  nChanged 31
		SP:Iteration 12Q (40719.150000 sec): 3 clusters
  Score: Raw -254028.738803 + Penalty 2560.030816 = -251468.707987
  nChanged 41
		SP:Iteration 13Q (40719.350000 sec): 3 clusters
  Score: Raw -254057.490422 + Penalty 2560.030816 = -251497.459606
  nChanged 38
		SP:Iteration 14Q (40719.520000 sec): 3 clusters
  Score: Raw -254092.204207 + Penalty 2560.030816 = -251532.173391
  nChanged 37
		SP:Iteration 15Q (40719.730000 sec): 3 clusters
  Score: Raw -254121.641279 + Penalty 2560.030816 = -251561.610463
  nChanged 45
		SP:Iteration 16Q (40719.900000 sec): 3 clusters
  Score: Raw -254164.997710 + Penalty 2560.030816 = -251604.966894
  nChanged 46
		SP:Iteration 17Q (40720.110000 sec): 3 clusters
  Score: Raw -254206.497928 + Penalty 2560.030816 = -251646.467112
  nChanged 45
		SP:Iteration 18Q (40720.260000 sec): 3 clusters
  Score: Raw -254238.587340 + Penalty 2560.030816 = -251678.556523
  nChanged 37
		SP:Iteration 19Q (40720.490000 sec): 3 clusters
  Score: Raw -254271.517727 + Penalty 2560.030816 = -251711.486911
  nChanged 34
		SP:Iteration 20F (40720.670000 sec): 3 clusters
  Score: Raw -254301.376608 + Penalty 2560.030816 = -251741.345792
  nChanged 33
		SP:Iteration 21Q (40720.830000 sec): 3 clusters
  Score: Raw -254325.924918 + Penalty 2560.030816 = -251765.894102
  nChanged 25
		SP:Iteration 22Q (40720.990000 sec): 3 clusters
  Score: Raw -254343.991103 + Penalty 2560.030816 = -251783.960287
  nChanged 24
		SP:Iteration 23Q (40721.170000 sec): 3 clusters
  Score: Raw -254357.401601 + Penalty 2560.030816 = -251797.370785
  nChanged 24
		SP:Iteration 24Q (40721.340000 sec): 3 clusters
  Score: Raw -254370.855724 + Penalty 2560.030816 = -251810.824907
  nChanged 22
		SP:Iteration 25Q (40721.480000 sec): 3 clusters
  Score: Raw -254385.999843 + Penalty 2560.030816 = -251825.969027
  nChanged 18
		SP:Iteration 26Q (40721.630000 sec): 3 clusters
  Score: Raw -254396.072170 + Penalty 2560.030816 = -251836.041353
  nChanged 23
		SP:Iteration 27Q (40721.800000 sec): 3 clusters
  Score: Raw -254407.850527 + Penalty 2560.030816 = -251847.819711
  nChanged 19
		SP:Iteration 28Q (40721.950000 sec): 3 clusters
  Score: Raw -254416.978628 + Penalty 2560.030816 = -251856.947812
  nChanged 14
		SP:Iteration 29Q (40722.100000 sec): 3 clusters
  Score: Raw -254425.891206 + Penalty 2560.030816 = -251865.860390
  nChanged 17
		SP:Iteration 30Q (40722.250000 sec): 3 clusters
  Score: Raw -254434.732895 + Penalty 2560.030816 = -251874.702079
  nChanged 8
		SP:Iteration 31Q (40722.440000 sec): 3 clusters
  Score: Raw -254438.147709 + Penalty 2560.030816 = -251878.116893
  nChanged 8
		SP:Iteration 32Q (40722.630000 sec): 3 clusters
  Score: Raw -254443.359295 + Penalty 2560.030816 = -251883.328479
  nChanged 7
		SP:Iteration 33Q (40722.790000 sec): 3 clusters
  Score: Raw -254446.794627 + Penalty 2560.030816 = -251886.763811
  nChanged 9
		SP:Iteration 34Q (40722.930000 sec): 3 clusters
  Score: Raw -254451.116248 + Penalty 2560.030816 = -251891.085431
  nChanged 8
		SP:Iteration 35Q (40723.090000 sec): 3 clusters
  Score: Raw -254454.424123 + Penalty 2560.030816 = -251894.393307
  nChanged 7
		SP:Iteration 36Q (40723.270000 sec): 3 clusters
  Score: Raw -254460.529672 + Penalty 2560.030816 = -251900.498856
  nChanged 12
		SP:Iteration 37Q (40723.420000 sec): 3 clusters
  Score: Raw -254465.981191 + Penalty 2560.030816 = -251905.950375
  nChanged 8
		SP:Iteration 38Q (40723.610000 sec): 3 clusters
  Score: Raw -254469.248880 + Penalty 2560.030816 = -251909.218064
  nChanged 5
		SP:Iteration 39Q (40723.830000 sec): 3 clusters
  Score: Raw -254474.002387 + Penalty 2560.030816 = -251913.971571
  nChanged 8
		SP:Iteration 40F (40724.010000 sec): 3 clusters
  Score: Raw -254477.922051 + Penalty 2560.030816 = -251917.891235
  nChanged 10
		SP:Iteration 41Q (40724.160000 sec): 3 clusters
  Score: Raw -254485.728130 + Penalty 2560.030816 = -251925.697314
  nChanged 8
		SP:Iteration 42Q (40724.310000 sec): 3 clusters
  Score: Raw -254488.806495 + Penalty 2560.030816 = -251928.775679
  nChanged 5
		SP:Iteration 43Q (40724.520000 sec): 3 clusters
  Score: Raw -254491.688833 + Penalty 2560.030816 = -251931.658016
  nChanged 4
		SP:Iteration 44Q (40724.650000 sec): 3 clusters
  Score: Raw -254495.203304 + Penalty 2560.030816 = -251935.172487
  nChanged 7
		SP:Iteration 45Q (40724.790000 sec): 3 clusters
  Score: Raw -254498.845027 + Penalty 2560.030816 = -251938.814210
  nChanged 9
		SP:Iteration 46Q (40724.990000 sec): 3 clusters
  Score: Raw -254506.130783 + Penalty 2560.030816 = -251946.099967
  nChanged 8
		SP:Iteration 47Q (40725.130000 sec): 3 clusters
  Score: Raw -254510.983450 + Penalty 2560.030816 = -251950.952634
  nChanged 13
		SP:Iteration 48Q (40725.330000 sec): 3 clusters
  Score: Raw -254518.221900 + Penalty 2560.030816 = -251958.191084
  nChanged 12
		SP:Iteration 49Q (40725.490000 sec): 3 clusters
  Score: Raw -254523.891505 + Penalty 2560.030816 = -251963.860689
  nChanged 7
		SP:Iteration 50Q (40725.660000 sec): 3 clusters
  Score: Raw -254526.060528 + Penalty 2560.030816 = -251966.029712
  nChanged 3
		SP:Iteration 51Q (40725.850000 sec): 3 clusters
  Score: Raw -254527.151296 + Penalty 2560.030816 = -251967.120480
  nChanged 1
		SP:Iteration 52Q (40725.970000 sec): 3 clusters
  Score: Raw -254527.397458 + Penalty 2560.030816 = -251967.366641
  nChanged 0
		SP:Iteration 53F (40726.110000 sec): 3 clusters
  Score: Raw -254527.397458 + Penalty 2560.030816 = -251967.366641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40726.210000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40726.380000 sec): 3 clusters
  Score: Raw -24432.524437 + Penalty 1786.579673 = -22645.944764
  nChanged 44
		SP:Iteration 1F (40726.520000 sec): 3 clusters
  Score: Raw -24536.543564 + Penalty 1786.579673 = -22749.963891
  nChanged 11
		SP:Iteration 2Q (40726.730000 sec): 3 clusters
  Score: Raw -24566.981096 + Penalty 1786.579673 = -22780.401423
  nChanged 3
		SP:Iteration 3Q (40726.900000 sec): 3 clusters
  Score: Raw -24574.746939 + Penalty 1786.579673 = -22788.167266
  nChanged 0
		SP:Iteration 4F (40727.060000 sec): 3 clusters
  Score: Raw -24574.746939 + Penalty 1786.579673 = -22788.167266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40727.150000 sec): 2 clusters
  Score: Raw -303878.225913 + Penalty 1288.365979 = -302589.859934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40727.320000 sec): 3 clusters
  Score: Raw -302587.084836 + Penalty 2576.731959 = -300010.352878
  nChanged 1020
		SP:Iteration 1F (40727.510000 sec): 3 clusters
  Score: Raw -303197.190110 + Penalty 2576.731959 = -300620.458152
  nChanged 222
		SP:Iteration 2F (40727.720000 sec): 3 clusters
  Score: Raw -303355.966974 + Penalty 2576.731959 = -300779.235015
  nChanged 172
		SP:Iteration 3F (40727.890000 sec): 3 clusters
  Score: Raw -303468.272600 + Penalty 2576.731959 = -300891.540642
  nChanged 126
		SP:Iteration 4Q (40728.080000 sec): 3 clusters
  Score: Raw -303547.621755 + Penalty 2576.731959 = -300970.889797
  nChanged 96
		SP:Iteration 5Q (40728.230000 sec): 3 clusters
  Score: Raw -303608.916681 + Penalty 2576.731959 = -301032.184723
  nChanged 80
		SP:Iteration 6Q (40728.420000 sec): 3 clusters
  Score: Raw -303664.763805 + Penalty 2576.731959 = -301088.031846
  nChanged 79
		SP:Iteration 7Q (40728.660000 sec): 3 clusters
  Score: Raw -303714.790932 + Penalty 2576.731959 = -301138.058974
  nChanged 66
		SP:Iteration 8Q (40728.840000 sec): 3 clusters
  Score: Raw -303749.581129 + Penalty 2576.731959 = -301172.849170
  nChanged 47
		SP:Iteration 9Q (40729.030000 sec): 3 clusters
  Score: Raw -303776.443605 + Penalty 2576.731959 = -301199.711646
  nChanged 42
		SP:Iteration 10Q (40729.200000 sec): 3 clusters
  Score: Raw -303803.157756 + Penalty 2576.731959 = -301226.425798
  nChanged 41
		SP:Iteration 11Q (40729.410000 sec): 3 clusters
  Score: Raw -303822.638099 + Penalty 2576.731959 = -301245.906140
  nChanged 25
		SP:Iteration 12Q (40729.570000 sec): 3 clusters
  Score: Raw -303831.437412 + Penalty 2576.731959 = -301254.705453
  nChanged 20
		SP:Iteration 13Q (40729.720000 sec): 3 clusters
  Score: Raw -303840.128604 + Penalty 2576.731959 = -301263.396646
  nChanged 29
		SP:Iteration 14Q (40729.940000 sec): 3 clusters
  Score: Raw -303855.514552 + Penalty 2576.731959 = -301278.782594
  nChanged 25
		SP:Iteration 15Q (40730.110000 sec): 3 clusters
  Score: Raw -303868.056296 + Penalty 2576.731959 = -301291.324338
  nChanged 22
		SP:Iteration 16Q (40730.300000 sec): 3 clusters
  Score: Raw -303879.315784 + Penalty 2576.731959 = -301302.583826
  nChanged 29
		SP:Iteration 17Q (40730.480000 sec): 3 clusters
  Score: Raw -303898.520540 + Penalty 2576.731959 = -301321.788582
  nChanged 41
		SP:Iteration 18Q (40730.620000 sec): 3 clusters
  Score: Raw -303921.587253 + Penalty 2576.731959 = -301344.855294
  nChanged 38
		SP:Iteration 19Q (40730.790000 sec): 3 clusters
  Score: Raw -303944.662387 + Penalty 2576.731959 = -301367.930429
  nChanged 28
		SP:Iteration 20F (40730.960000 sec): 3 clusters
  Score: Raw -303960.406837 + Penalty 2576.731959 = -301383.674879
  nChanged 28
		SP:Iteration 21Q (40731.150000 sec): 3 clusters
  Score: Raw -303975.417545 + Penalty 2576.731959 = -301398.685586
  nChanged 29
		SP:Iteration 22Q (40731.340000 sec): 3 clusters
  Score: Raw -303986.470285 + Penalty 2576.731959 = -301409.738326
  nChanged 22
		SP:Iteration 23Q (40731.540000 sec): 3 clusters
  Score: Raw -303995.903067 + Penalty 2576.731959 = -301419.171109
  nChanged 15
		SP:Iteration 24Q (40731.670000 sec): 3 clusters
  Score: Raw -304002.532318 + Penalty 2576.731959 = -301425.800359
  nChanged 16
		SP:Iteration 25Q (40731.800000 sec): 3 clusters
  Score: Raw -304010.397436 + Penalty 2576.731959 = -301433.665478
  nChanged 19
		SP:Iteration 26Q (40731.920000 sec): 3 clusters
  Score: Raw -304019.505513 + Penalty 2576.731959 = -301442.773554
  nChanged 13
		SP:Iteration 27Q (40732.060000 sec): 3 clusters
  Score: Raw -304024.240399 + Penalty 2576.731959 = -301447.508440
  nChanged 7
		SP:Iteration 28Q (40732.280000 sec): 3 clusters
  Score: Raw -304027.320722 + Penalty 2576.731959 = -301450.588764
  nChanged 10
		SP:Iteration 29Q (40732.450000 sec): 3 clusters
  Score: Raw -304031.686414 + Penalty 2576.731959 = -301454.954456
  nChanged 7
		SP:Iteration 30Q (40732.620000 sec): 3 clusters
  Score: Raw -304034.705114 + Penalty 2576.731959 = -301457.973155
  nChanged 5
		SP:Iteration 31Q (40732.780000 sec): 3 clusters
  Score: Raw -304036.226397 + Penalty 2576.731959 = -301459.494438
  nChanged 4
		SP:Iteration 32Q (40732.970000 sec): 3 clusters
  Score: Raw -304037.490215 + Penalty 2576.731959 = -301460.758257
  nChanged 5
		SP:Iteration 33Q (40733.120000 sec): 3 clusters
  Score: Raw -304039.386116 + Penalty 2576.731959 = -301462.654158
  nChanged 1
		SP:Iteration 34Q (40733.320000 sec): 3 clusters
  Score: Raw -304039.663502 + Penalty 2576.731959 = -301462.931544
  nChanged 1
		SP:Iteration 35Q (40733.480000 sec): 3 clusters
  Score: Raw -304039.748763 + Penalty 2576.731959 = -301463.016804
  nChanged 0
		SP:Iteration 36F (40733.660000 sec): 3 clusters
  Score: Raw -304039.748763 + Penalty 2576.731959 = -301463.016804
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40733.780000 sec): 2 clusters
  Score: Raw -806480.378762 + Penalty 1453.213614 = -805027.165148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40734.000000 sec): 3 clusters
  Score: Raw -802266.416848 + Penalty 2906.427227 = -799359.989621
  nChanged 3223
		SP:Iteration 1F (40734.200000 sec): 3 clusters
  Score: Raw -803984.152981 + Penalty 2906.427227 = -801077.725754
  nChanged 524
		SP:Iteration 2F (40734.410000 sec): 3 clusters
  Score: Raw -804248.551351 + Penalty 2906.427227 = -801342.124123
  nChanged 422
		SP:Iteration 3F (40734.660000 sec): 3 clusters
  Score: Raw -804434.617722 + Penalty 2906.427227 = -801528.190495
  nChanged 342
		SP:Iteration 4Q (40734.880000 sec): 3 clusters
  Score: Raw -804579.994476 + Penalty 2906.427227 = -801673.567249
  nChanged 298
		SP:Iteration 5Q (40735.080000 sec): 3 clusters
  Score: Raw -804710.924865 + Penalty 2906.427227 = -801804.497638
  nChanged 262
		SP:Iteration 6Q (40735.290000 sec): 3 clusters
  Score: Raw -804826.810739 + Penalty 2906.427227 = -801920.383512
  nChanged 251
		SP:Iteration 7Q (40735.480000 sec): 3 clusters
  Score: Raw -804938.772825 + Penalty 2906.427227 = -802032.345598
  nChanged 250
		SP:Iteration 8Q (40735.650000 sec): 3 clusters
  Score: Raw -805050.204386 + Penalty 2906.427227 = -802143.777158
  nChanged 255
		SP:Iteration 9Q (40735.890000 sec): 3 clusters
  Score: Raw -805192.569677 + Penalty 2906.427227 = -802286.142450
  nChanged 286
		SP:Iteration 10Q (40736.080000 sec): 3 clusters
  Score: Raw -805348.378875 + Penalty 2906.427227 = -802441.951647
  nChanged 271
		SP:Iteration 11Q (40736.320000 sec): 3 clusters
  Score: Raw -805505.264463 + Penalty 2906.427227 = -802598.837236
  nChanged 265
		SP:Iteration 12Q (40736.520000 sec): 3 clusters
  Score: Raw -805677.652740 + Penalty 2906.427227 = -802771.225513
  nChanged 257
		SP:Iteration 13Q (40736.720000 sec): 3 clusters
  Score: Raw -805840.995451 + Penalty 2906.427227 = -802934.568224
  nChanged 251
		SP:Iteration 14Q (40736.940000 sec): 3 clusters
  Score: Raw -805978.015500 + Penalty 2906.427227 = -803071.588273
  nChanged 208
		SP:Iteration 15Q (40737.120000 sec): 3 clusters
  Score: Raw -806083.351535 + Penalty 2906.427227 = -803176.924308
  nChanged 166
		SP:Iteration 16Q (40737.340000 sec): 3 clusters
  Score: Raw -806146.735055 + Penalty 2906.427227 = -803240.307828
  nChanged 134
		SP:Iteration 17Q (40737.500000 sec): 3 clusters
  Score: Raw -806199.155839 + Penalty 2906.427227 = -803292.728612
  nChanged 95
		SP:Iteration 18Q (40737.700000 sec): 3 clusters
  Score: Raw -806227.571054 + Penalty 2906.427227 = -803321.143827
  nChanged 66
		SP:Iteration 19Q (40737.880000 sec): 3 clusters
  Score: Raw -806246.368573 + Penalty 2906.427227 = -803339.941346
  nChanged 49
		SP:Iteration 20F (40738.070000 sec): 3 clusters
  Score: Raw -806260.950588 + Penalty 2906.427227 = -803354.523360
  nChanged 57
		SP:Iteration 21Q (40738.290000 sec): 3 clusters
  Score: Raw -806276.571254 + Penalty 2906.427227 = -803370.144027
  nChanged 43
		SP:Iteration 22Q (40738.520000 sec): 3 clusters
  Score: Raw -806288.050814 + Penalty 2906.427227 = -803381.623586
  nChanged 40
		SP:Iteration 23Q (40738.740000 sec): 3 clusters
  Score: Raw -806297.502563 + Penalty 2906.427227 = -803391.075336
  nChanged 30
		SP:Iteration 24Q (40738.920000 sec): 3 clusters
  Score: Raw -806304.412675 + Penalty 2906.427227 = -803397.985448
  nChanged 31
		SP:Iteration 25Q (40739.160000 sec): 3 clusters
  Score: Raw -806311.163265 + Penalty 2906.427227 = -803404.736038
  nChanged 32
		SP:Iteration 26Q (40739.330000 sec): 3 clusters
  Score: Raw -806320.707002 + Penalty 2906.427227 = -803414.279774
  nChanged 42
		SP:Iteration 27Q (40739.540000 sec): 3 clusters
  Score: Raw -806330.937659 + Penalty 2906.427227 = -803424.510432
  nChanged 30
		SP:Iteration 28Q (40739.740000 sec): 3 clusters
  Score: Raw -806336.189358 + Penalty 2906.427227 = -803429.762131
  nChanged 20
		SP:Iteration 29Q (40739.920000 sec): 3 clusters
  Score: Raw -806340.343322 + Penalty 2906.427227 = -803433.916095
  nChanged 24
		SP:Iteration 30Q (40740.090000 sec): 3 clusters
  Score: Raw -806343.934930 + Penalty 2906.427227 = -803437.507703
  nChanged 14
		SP:Iteration 31Q (40740.290000 sec): 3 clusters
  Score: Raw -806346.830465 + Penalty 2906.427227 = -803440.403238
  nChanged 15
		SP:Iteration 32Q (40740.490000 sec): 3 clusters
  Score: Raw -806349.719774 + Penalty 2906.427227 = -803443.292547
  nChanged 16
		SP:Iteration 33Q (40740.690000 sec): 3 clusters
  Score: Raw -806351.961366 + Penalty 2906.427227 = -803445.534139
  nChanged 8
		SP:Iteration 34Q (40740.870000 sec): 3 clusters
  Score: Raw -806353.223611 + Penalty 2906.427227 = -803446.796384
  nChanged 7
		SP:Iteration 35Q (40741.070000 sec): 3 clusters
  Score: Raw -806354.390504 + Penalty 2906.427227 = -803447.963277
  nChanged 8
		SP:Iteration 36Q (40741.300000 sec): 3 clusters
  Score: Raw -806355.860611 + Penalty 2906.427227 = -803449.433384
  nChanged 12
		SP:Iteration 37Q (40741.490000 sec): 3 clusters
  Score: Raw -806357.418697 + Penalty 2906.427227 = -803450.991470
  nChanged 14
		SP:Iteration 38Q (40741.710000 sec): 3 clusters
  Score: Raw -806359.360316 + Penalty 2906.427227 = -803452.933089
  nChanged 6
		SP:Iteration 39Q (40741.900000 sec): 3 clusters
  Score: Raw -806360.346079 + Penalty 2906.427227 = -803453.918852
  nChanged 8
		SP:Iteration 40F (40742.160000 sec): 3 clusters
  Score: Raw -806361.223859 + Penalty 2906.427227 = -803454.796632
  nChanged 3
		SP:Iteration 41Q (40742.340000 sec): 3 clusters
  Score: Raw -806361.530210 + Penalty 2906.427227 = -803455.102982
  nChanged 0
		SP:Iteration 42F (40742.540000 sec): 3 clusters
  Score: Raw -806361.530210 + Penalty 2906.427227 = -803455.102982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40742.710000 sec): 2 clusters
  Score: Raw -1578519.891650 + Penalty 1565.680074 = -1576954.211577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40742.980000 sec): 3 clusters
  Score: Raw -1569559.640284 + Penalty 3131.360147 = -1566428.280137
  nChanged 6830
		SP:Iteration 1F (40743.220000 sec): 3 clusters
  Score: Raw -1573593.110851 + Penalty 3131.360147 = -1570461.750704
  nChanged 956
		SP:Iteration 2F (40743.520000 sec): 3 clusters
  Score: Raw -1574132.429110 + Penalty 3131.360147 = -1571001.068963
  nChanged 931
		SP:Iteration 3F (40743.770000 sec): 3 clusters
  Score: Raw -1574687.362509 + Penalty 3131.360147 = -1571556.002362
  nChanged 940
		SP:Iteration 4F (40743.980000 sec): 3 clusters
  Score: Raw -1575323.221185 + Penalty 3131.360147 = -1572191.861037
  nChanged 934
		SP:Iteration 5F (40744.240000 sec): 3 clusters
  Score: Raw -1575972.840400 + Penalty 3131.360147 = -1572841.480253
  nChanged 829
		SP:Iteration 6F (40744.520000 sec): 3 clusters
  Score: Raw -1576511.385770 + Penalty 3131.360147 = -1573380.025623
  nChanged 675
		SP:Iteration 7Q (40744.740000 sec): 3 clusters
  Score: Raw -1576897.173997 + Penalty 3131.360147 = -1573765.813850
  nChanged 560
		SP:Iteration 8Q (40744.970000 sec): 3 clusters
  Score: Raw -1577196.969554 + Penalty 3131.360147 = -1574065.609407
  nChanged 444
		SP:Iteration 9Q (40745.220000 sec): 3 clusters
  Score: Raw -1577428.726002 + Penalty 3131.360147 = -1574297.365855
  nChanged 362
		SP:Iteration 10Q (40745.440000 sec): 3 clusters
  Score: Raw -1577604.995431 + Penalty 3131.360147 = -1574473.635284
  nChanged 311
		SP:Iteration 11Q (40745.690000 sec): 3 clusters
  Score: Raw -1577739.151200 + Penalty 3131.360147 = -1574607.791053
  nChanged 257
		SP:Iteration 12Q (40745.950000 sec): 3 clusters
  Score: Raw -1577845.314392 + Penalty 3131.360147 = -1574713.954245
  nChanged 249
		SP:Iteration 13Q (40746.190000 sec): 3 clusters
  Score: Raw -1577938.215104 + Penalty 3131.360147 = -1574806.854957
  nChanged 221
		SP:Iteration 14Q (40746.470000 sec): 3 clusters
  Score: Raw -1578019.537350 + Penalty 3131.360147 = -1574888.177202
  nChanged 170
		SP:Iteration 15Q (40746.680000 sec): 3 clusters
  Score: Raw -1578076.810289 + Penalty 3131.360147 = -1574945.450142
  nChanged 160
		SP:Iteration 16Q (40746.920000 sec): 3 clusters
  Score: Raw -1578134.607737 + Penalty 3131.360147 = -1575003.247590
  nChanged 138
		SP:Iteration 17Q (40747.210000 sec): 3 clusters
  Score: Raw -1578176.574962 + Penalty 3131.360147 = -1575045.214815
  nChanged 126
		SP:Iteration 18Q (40747.430000 sec): 3 clusters
  Score: Raw -1578218.049406 + Penalty 3131.360147 = -1575086.689259
  nChanged 123
		SP:Iteration 19Q (40747.710000 sec): 3 clusters
  Score: Raw -1578261.757097 + Penalty 3131.360147 = -1575130.396950
  nChanged 127
		SP:Iteration 20F (40747.980000 sec): 3 clusters
  Score: Raw -1578303.125281 + Penalty 3131.360147 = -1575171.765134
  nChanged 129
		SP:Iteration 21Q (40748.200000 sec): 3 clusters
  Score: Raw -1578350.111677 + Penalty 3131.360147 = -1575218.751530
  nChanged 136
		SP:Iteration 22Q (40748.500000 sec): 3 clusters
  Score: Raw -1578402.259916 + Penalty 3131.360147 = -1575270.899769
  nChanged 140
		SP:Iteration 23Q (40748.730000 sec): 3 clusters
  Score: Raw -1578456.513301 + Penalty 3131.360147 = -1575325.153153
  nChanged 129
		SP:Iteration 24Q (40748.980000 sec): 3 clusters
  Score: Raw -1578507.334923 + Penalty 3131.360147 = -1575375.974776
  nChanged 112
		SP:Iteration 25Q (40749.240000 sec): 3 clusters
  Score: Raw -1578549.772281 + Penalty 3131.360147 = -1575418.412133
  nChanged 103
		SP:Iteration 26Q (40749.520000 sec): 3 clusters
  Score: Raw -1578588.500585 + Penalty 3131.360147 = -1575457.140438
  nChanged 102
		SP:Iteration 27Q (40749.730000 sec): 3 clusters
  Score: Raw -1578631.018024 + Penalty 3131.360147 = -1575499.657877
  nChanged 89
		SP:Iteration 28Q (40750.010000 sec): 3 clusters
  Score: Raw -1578674.335354 + Penalty 3131.360147 = -1575542.975207
  nChanged 98
		SP:Iteration 29Q (40750.250000 sec): 3 clusters
  Score: Raw -1578716.452415 + Penalty 3131.360147 = -1575585.092268
  nChanged 81
		SP:Iteration 30Q (40750.510000 sec): 3 clusters
  Score: Raw -1578754.275939 + Penalty 3131.360147 = -1575622.915792
  nChanged 103
		SP:Iteration 31Q (40750.720000 sec): 3 clusters
  Score: Raw -1578806.006499 + Penalty 3131.360147 = -1575674.646352
  nChanged 81
		SP:Iteration 32Q (40750.950000 sec): 3 clusters
  Score: Raw -1578837.721857 + Penalty 3131.360147 = -1575706.361710
  nChanged 62
		SP:Iteration 33Q (40751.210000 sec): 3 clusters
  Score: Raw -1578859.854403 + Penalty 3131.360147 = -1575728.494255
  nChanged 48
		SP:Iteration 34Q (40751.400000 sec): 3 clusters
  Score: Raw -1578874.855433 + Penalty 3131.360147 = -1575743.495286
  nChanged 34
		SP:Iteration 35Q (40751.630000 sec): 3 clusters
  Score: Raw -1578886.559426 + Penalty 3131.360147 = -1575755.199278
  nChanged 35
		SP:Iteration 36Q (40751.880000 sec): 3 clusters
  Score: Raw -1578896.719699 + Penalty 3131.360147 = -1575765.359552
  nChanged 25
		SP:Iteration 37Q (40752.080000 sec): 3 clusters
  Score: Raw -1578905.532031 + Penalty 3131.360147 = -1575774.171884
  nChanged 23
		SP:Iteration 38Q (40752.270000 sec): 3 clusters
  Score: Raw -1578914.133140 + Penalty 3131.360147 = -1575782.772993
  nChanged 27
		SP:Iteration 39Q (40752.540000 sec): 3 clusters
  Score: Raw -1578925.544151 + Penalty 3131.360147 = -1575794.184003
  nChanged 27
		SP:Iteration 40F (40752.750000 sec): 3 clusters
  Score: Raw -1578935.199060 + Penalty 3131.360147 = -1575803.838913
  nChanged 26
		SP:Iteration 41Q (40752.980000 sec): 3 clusters
  Score: Raw -1578943.663528 + Penalty 3131.360147 = -1575812.303381
  nChanged 17
		SP:Iteration 42Q (40753.230000 sec): 3 clusters
  Score: Raw -1578948.920906 + Penalty 3131.360147 = -1575817.560759
  nChanged 12
		SP:Iteration 43Q (40753.470000 sec): 3 clusters
  Score: Raw -1578953.566953 + Penalty 3131.360147 = -1575822.206806
  nChanged 16
		SP:Iteration 44Q (40753.710000 sec): 3 clusters
  Score: Raw -1578959.426611 + Penalty 3131.360147 = -1575828.066464
  nChanged 14
		SP:Iteration 45Q (40753.950000 sec): 3 clusters
  Score: Raw -1578964.751465 + Penalty 3131.360147 = -1575833.391318
  nChanged 13
		SP:Iteration 46Q (40754.150000 sec): 3 clusters
  Score: Raw -1578968.856387 + Penalty 3131.360147 = -1575837.496240
  nChanged 11
		SP:Iteration 47Q (40754.370000 sec): 3 clusters
  Score: Raw -1578972.043402 + Penalty 3131.360147 = -1575840.683254
  nChanged 7
		SP:Iteration 48Q (40754.630000 sec): 3 clusters
  Score: Raw -1578975.543818 + Penalty 3131.360147 = -1575844.183671
  nChanged 6
		SP:Iteration 49Q (40754.830000 sec): 3 clusters
  Score: Raw -1578977.751377 + Penalty 3131.360147 = -1575846.391230
  nChanged 7
		SP:Iteration 50Q (40755.090000 sec): 3 clusters
  Score: Raw -1578979.682722 + Penalty 3131.360147 = -1575848.322575
  nChanged 4
		SP:Iteration 51Q (40755.300000 sec): 3 clusters
  Score: Raw -1578980.949372 + Penalty 3131.360147 = -1575849.589225
  nChanged 5
		SP:Iteration 52Q (40755.520000 sec): 3 clusters
  Score: Raw -1578983.113100 + Penalty 3131.360147 = -1575851.752952
  nChanged 8
		SP:Iteration 53Q (40755.730000 sec): 3 clusters
  Score: Raw -1578986.591700 + Penalty 3131.360147 = -1575855.231553
  nChanged 14
		SP:Iteration 54Q (40755.960000 sec): 3 clusters
  Score: Raw -1578994.574030 + Penalty 3131.360147 = -1575863.213882
  nChanged 19
		SP:Iteration 55Q (40756.210000 sec): 3 clusters
  Score: Raw -1579001.196467 + Penalty 3131.360147 = -1575869.836320
  nChanged 10
		SP:Iteration 56Q (40756.430000 sec): 3 clusters
  Score: Raw -1579004.432073 + Penalty 3131.360147 = -1575873.071926
  nChanged 10
		SP:Iteration 57Q (40756.660000 sec): 3 clusters
  Score: Raw -1579008.411215 + Penalty 3131.360147 = -1575877.051068
  nChanged 11
		SP:Iteration 58Q (40756.860000 sec): 3 clusters
  Score: Raw -1579012.706561 + Penalty 3131.360147 = -1575881.346414
  nChanged 17
		SP:Iteration 59Q (40757.080000 sec): 3 clusters
  Score: Raw -1579018.829004 + Penalty 3131.360147 = -1575887.468857
  nChanged 7
		SP:Iteration 60F (40757.310000 sec): 3 clusters
  Score: Raw -1579021.333752 + Penalty 3131.360147 = -1575889.973604
  nChanged 6
		SP:Iteration 61Q (40757.560000 sec): 3 clusters
  Score: Raw -1579023.998299 + Penalty 3131.360147 = -1575892.638152
  nChanged 9
		SP:Iteration 62Q (40757.730000 sec): 3 clusters
  Score: Raw -1579028.288600 + Penalty 3131.360147 = -1575896.928453
  nChanged 15
		SP:Iteration 63Q (40757.930000 sec): 3 clusters
  Score: Raw -1579035.278915 + Penalty 3131.360147 = -1575903.918768
  nChanged 15
		SP:Iteration 64Q (40758.140000 sec): 3 clusters
  Score: Raw -1579041.935954 + Penalty 3131.360147 = -1575910.575807
  nChanged 19
		SP:Iteration 65Q (40758.330000 sec): 3 clusters
  Score: Raw -1579050.985493 + Penalty 3131.360147 = -1575919.625345
  nChanged 15
		SP:Iteration 66Q (40758.530000 sec): 3 clusters
  Score: Raw -1579055.046834 + Penalty 3131.360147 = -1575923.686686
  nChanged 11
		SP:Iteration 67Q (40758.770000 sec): 3 clusters
  Score: Raw -1579057.945176 + Penalty 3131.360147 = -1575926.585029
  nChanged 8
		SP:Iteration 68Q (40759.020000 sec): 3 clusters
  Score: Raw -1579062.873097 + Penalty 3131.360147 = -1575931.512949
  nChanged 11
		SP:Iteration 69Q (40759.210000 sec): 3 clusters
  Score: Raw -1579068.041595 + Penalty 3131.360147 = -1575936.681448
  nChanged 15
		SP:Iteration 70Q (40759.420000 sec): 3 clusters
  Score: Raw -1579075.804697 + Penalty 3131.360147 = -1575944.444550
  nChanged 14
		SP:Iteration 71Q (40759.650000 sec): 3 clusters
  Score: Raw -1579083.905875 + Penalty 3131.360147 = -1575952.545728
  nChanged 16
		SP:Iteration 72Q (40759.910000 sec): 3 clusters
  Score: Raw -1579093.987991 + Penalty 3131.360147 = -1575962.627844
  nChanged 20
		SP:Iteration 73Q (40760.120000 sec): 3 clusters
  Score: Raw -1579110.504871 + Penalty 3131.360147 = -1575979.144723
  nChanged 28
		SP:Iteration 74Q (40760.400000 sec): 3 clusters
  Score: Raw -1579127.328237 + Penalty 3131.360147 = -1575995.968090
  nChanged 29
		SP:Iteration 75Q (40760.640000 sec): 3 clusters
  Score: Raw -1579143.074811 + Penalty 3131.360147 = -1576011.714663
  nChanged 26
		SP:Iteration 76Q (40760.830000 sec): 3 clusters
  Score: Raw -1579162.807216 + Penalty 3131.360147 = -1576031.447069
  nChanged 28
		SP:Iteration 77Q (40761.060000 sec): 3 clusters
  Score: Raw -1579178.962649 + Penalty 3131.360147 = -1576047.602502
  nChanged 21
		SP:Iteration 78Q (40761.330000 sec): 3 clusters
  Score: Raw -1579188.359150 + Penalty 3131.360147 = -1576056.999003
  nChanged 13
		SP:Iteration 79Q (40761.540000 sec): 3 clusters
  Score: Raw -1579195.749857 + Penalty 3131.360147 = -1576064.389710
  nChanged 12
		SP:Iteration 80F (40761.760000 sec): 3 clusters
  Score: Raw -1579203.771833 + Penalty 3131.360147 = -1576072.411686
  nChanged 10
		SP:Iteration 81Q (40761.960000 sec): 3 clusters
  Score: Raw -1579210.450743 + Penalty 3131.360147 = -1576079.090596
  nChanged 14
		SP:Iteration 82Q (40762.220000 sec): 3 clusters
  Score: Raw -1579216.839376 + Penalty 3131.360147 = -1576085.479229
  nChanged 10
		SP:Iteration 83Q (40762.430000 sec): 3 clusters
  Score: Raw -1579220.463265 + Penalty 3131.360147 = -1576089.103118
  nChanged 7
		SP:Iteration 84Q (40762.710000 sec): 3 clusters
  Score: Raw -1579222.384300 + Penalty 3131.360147 = -1576091.024153
  nChanged 5
		SP:Iteration 85Q (40762.920000 sec): 3 clusters
  Score: Raw -1579223.879143 + Penalty 3131.360147 = -1576092.518996
  nChanged 4
		SP:Iteration 86Q (40763.140000 sec): 3 clusters
  Score: Raw -1579225.095021 + Penalty 3131.360147 = -1576093.734874
  nChanged 0
		SP:Iteration 87F (40763.340000 sec): 3 clusters
  Score: Raw -1579225.095021 + Penalty 3131.360147 = -1576093.734874
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40763.460000 sec): 2 clusters
  Score: Raw -178780.428203 + Penalty 1227.579409 = -177552.848794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40763.620000 sec): 3 clusters
  Score: Raw -178027.924555 + Penalty 2455.158818 = -175572.765737
  nChanged 687
		SP:Iteration 1F (40763.780000 sec): 3 clusters
  Score: Raw -178675.400011 + Penalty 2455.158818 = -176220.241193
  nChanged 201
		SP:Iteration 2F (40763.990000 sec): 3 clusters
  Score: Raw -178989.578838 + Penalty 2455.158818 = -176534.420020
  nChanged 174
		SP:Iteration 3F (40764.130000 sec): 3 clusters
  Score: Raw -179246.699591 + Penalty 2455.158818 = -176791.540773
  nChanged 116
		SP:Iteration 4F (40764.290000 sec): 3 clusters
  Score: Raw -179377.074198 + Penalty 2455.158818 = -176921.915381
  nChanged 68
		SP:Iteration 5Q (40764.460000 sec): 3 clusters
  Score: Raw -179452.471590 + Penalty 2455.158818 = -176997.312772
  nChanged 56
		SP:Iteration 6Q (40764.640000 sec): 3 clusters
  Score: Raw -179506.205507 + Penalty 2455.158818 = -177051.046689
  nChanged 33
		SP:Iteration 7Q (40764.800000 sec): 3 clusters
  Score: Raw -179539.681055 + Penalty 2455.158818 = -177084.522237
  nChanged 26
		SP:Iteration 8Q (40764.940000 sec): 3 clusters
  Score: Raw -179556.428121 + Penalty 2455.158818 = -177101.269303
  nChanged 14
		SP:Iteration 9Q (40765.160000 sec): 3 clusters
  Score: Raw -179564.683718 + Penalty 2455.158818 = -177109.524900
  nChanged 16
		SP:Iteration 10Q (40765.310000 sec): 3 clusters
  Score: Raw -179575.468031 + Penalty 2455.158818 = -177120.309214
  nChanged 19
		SP:Iteration 11Q (40765.500000 sec): 3 clusters
  Score: Raw -179587.771695 + Penalty 2455.158818 = -177132.612877
  nChanged 13
		SP:Iteration 12Q (40765.730000 sec): 3 clusters
  Score: Raw -179595.685808 + Penalty 2455.158818 = -177140.526991
  nChanged 9
		SP:Iteration 13Q (40765.900000 sec): 3 clusters
  Score: Raw -179602.224832 + Penalty 2455.158818 = -177147.066014
  nChanged 6
		SP:Iteration 14Q (40766.080000 sec): 3 clusters
  Score: Raw -179605.214941 + Penalty 2455.158818 = -177150.056123
  nChanged 3
		SP:Iteration 15Q (40766.250000 sec): 3 clusters
  Score: Raw -179606.328507 + Penalty 2455.158818 = -177151.169689
  nChanged 4
		SP:Iteration 16Q (40766.410000 sec): 3 clusters
  Score: Raw -179609.521108 + Penalty 2455.158818 = -177154.362290
  nChanged 3
		SP:Iteration 17Q (40766.600000 sec): 3 clusters
  Score: Raw -179611.795954 + Penalty 2455.158818 = -177156.637137
  nChanged 4
		SP:Iteration 18Q (40766.750000 sec): 3 clusters
  Score: Raw -179615.517528 + Penalty 2455.158818 = -177160.358711
  nChanged 5
		SP:Iteration 19Q (40766.890000 sec): 3 clusters
  Score: Raw -179617.767731 + Penalty 2455.158818 = -177162.608914
  nChanged 5
		SP:Iteration 20F (40767.090000 sec): 3 clusters
  Score: Raw -179620.722235 + Penalty 2455.158818 = -177165.563418
  nChanged 4
		SP:Iteration 21Q (40767.230000 sec): 3 clusters
  Score: Raw -179623.479179 + Penalty 2455.158818 = -177168.320361
  nChanged 4
		SP:Iteration 22Q (40767.390000 sec): 3 clusters
  Score: Raw -179626.919757 + Penalty 2455.158818 = -177171.760939
  nChanged 7
		SP:Iteration 23Q (40767.550000 sec): 3 clusters
  Score: Raw -179630.140345 + Penalty 2455.158818 = -177174.981527
  nChanged 1
		SP:Iteration 24Q (40767.720000 sec): 3 clusters
  Score: Raw -179630.418176 + Penalty 2455.158818 = -177175.259359
  nChanged 0
		SP:Iteration 25F (40767.860000 sec): 3 clusters
  Score: Raw -179630.418176 + Penalty 2455.158818 = -177175.259359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40767.940000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40768.080000 sec): 3 clusters
  Score: Raw -121137.400703 + Penalty 2290.725583 = -118846.675120
  nChanged 353
		SP:Iteration 1F (40768.260000 sec): 3 clusters
  Score: Raw -121431.835782 + Penalty 2290.725583 = -119141.110199
  nChanged 89
		SP:Iteration 2F (40768.440000 sec): 3 clusters
  Score: Raw -121536.281523 + Penalty 2290.725583 = -119245.555940
  nChanged 64
		SP:Iteration 3F (40768.570000 sec): 3 clusters
  Score: Raw -121626.965595 + Penalty 2290.725583 = -119336.240012
  nChanged 47
		SP:Iteration 4Q (40768.720000 sec): 3 clusters
  Score: Raw -121714.572582 + Penalty 2290.725583 = -119423.846999
  nChanged 45
		SP:Iteration 5Q (40768.930000 sec): 3 clusters
  Score: Raw -121776.761913 + Penalty 2290.725583 = -119486.036331
  nChanged 34
		SP:Iteration 6Q (40769.110000 sec): 3 clusters
  Score: Raw -121825.645326 + Penalty 2290.725583 = -119534.919743
  nChanged 37
		SP:Iteration 7Q (40769.270000 sec): 3 clusters
  Score: Raw -121873.385982 + Penalty 2290.725583 = -119582.660399
  nChanged 31
		SP:Iteration 8Q (40769.410000 sec): 3 clusters
  Score: Raw -121913.549616 + Penalty 2290.725583 = -119622.824034
  nChanged 27
		SP:Iteration 9Q (40769.530000 sec): 3 clusters
  Score: Raw -121962.664096 + Penalty 2290.725583 = -119671.938514
  nChanged 28
		SP:Iteration 10Q (40769.710000 sec): 3 clusters
  Score: Raw -122032.965272 + Penalty 2290.725583 = -119742.239689
  nChanged 29
		SP:Iteration 11Q (40769.890000 sec): 3 clusters
  Score: Raw -122077.965475 + Penalty 2290.725583 = -119787.239893
  nChanged 24
		SP:Iteration 12Q (40770.080000 sec): 3 clusters
  Score: Raw -122113.614467 + Penalty 2290.725583 = -119822.888885
  nChanged 23
		SP:Iteration 13Q (40770.240000 sec): 3 clusters
  Score: Raw -122140.784563 + Penalty 2290.725583 = -119850.058980
  nChanged 22
		SP:Iteration 14Q (40770.400000 sec): 3 clusters
  Score: Raw -122178.864789 + Penalty 2290.725583 = -119888.139207
  nChanged 15
		SP:Iteration 15Q (40770.560000 sec): 3 clusters
  Score: Raw -122205.156008 + Penalty 2290.725583 = -119914.430425
  nChanged 12
		SP:Iteration 16Q (40770.730000 sec): 3 clusters
  Score: Raw -122227.796168 + Penalty 2290.725583 = -119937.070585
  nChanged 8
		SP:Iteration 17Q (40770.910000 sec): 3 clusters
  Score: Raw -122235.739606 + Penalty 2290.725583 = -119945.014023
  nChanged 6
		SP:Iteration 18Q (40771.090000 sec): 3 clusters
  Score: Raw -122243.585827 + Penalty 2290.725583 = -119952.860244
  nChanged 4
		SP:Iteration 19Q (40771.210000 sec): 3 clusters
  Score: Raw -122253.923021 + Penalty 2290.725583 = -119963.197438
  nChanged 5
		SP:Iteration 20F (40771.360000 sec): 3 clusters
  Score: Raw -122268.869493 + Penalty 2290.725583 = -119978.143910
  nChanged 8
		SP:Iteration 21Q (40771.550000 sec): 3 clusters
  Score: Raw -122290.082845 + Penalty 2290.725583 = -119999.357262
  nChanged 9
		SP:Iteration 22Q (40771.730000 sec): 3 clusters
  Score: Raw -122317.062180 + Penalty 2290.725583 = -120026.336597
  nChanged 9
		SP:Iteration 23Q (40771.890000 sec): 3 clusters
  Score: Raw -122335.351232 + Penalty 2290.725583 = -120044.625650
  nChanged 10
		SP:Iteration 24Q (40772.040000 sec): 3 clusters
  Score: Raw -122359.654548 + Penalty 2290.725583 = -120068.928965
  nChanged 6
		SP:Iteration 25Q (40772.240000 sec): 3 clusters
  Score: Raw -122370.700457 + Penalty 2290.725583 = -120079.974875
  nChanged 12
		SP:Iteration 26Q (40772.400000 sec): 3 clusters
  Score: Raw -122383.588163 + Penalty 2290.725583 = -120092.862581
  nChanged 7
		SP:Iteration 27Q (40772.560000 sec): 3 clusters
  Score: Raw -122393.028628 + Penalty 2290.725583 = -120102.303045
  nChanged 10
		SP:Iteration 28Q (40772.750000 sec): 3 clusters
  Score: Raw -122405.170324 + Penalty 2290.725583 = -120114.444741
  nChanged 10
		SP:Iteration 29Q (40772.900000 sec): 3 clusters
  Score: Raw -122423.886748 + Penalty 2290.725583 = -120133.161165
  nChanged 12
		SP:Iteration 30Q (40773.090000 sec): 3 clusters
  Score: Raw -122454.597657 + Penalty 2290.725583 = -120163.872074
  nChanged 13
		SP:Iteration 31Q (40773.260000 sec): 3 clusters
  Score: Raw -122467.618992 + Penalty 2290.725583 = -120176.893409
  nChanged 9
		SP:Iteration 32Q (40773.440000 sec): 3 clusters
  Score: Raw -122480.111993 + Penalty 2290.725583 = -120189.386410
  nChanged 7
		SP:Iteration 33Q (40773.600000 sec): 3 clusters
  Score: Raw -122486.485301 + Penalty 2290.725583 = -120195.759718
  nChanged 8
		SP:Iteration 34Q (40773.790000 sec): 3 clusters
  Score: Raw -122497.111164 + Penalty 2290.725583 = -120206.385582
  nChanged 9
		SP:Iteration 35Q (40773.950000 sec): 3 clusters
  Score: Raw -122511.955654 + Penalty 2290.725583 = -120221.230071
  nChanged 14
		SP:Iteration 36Q (40774.160000 sec): 3 clusters
  Score: Raw -122534.701778 + Penalty 2290.725583 = -120243.976196
  nChanged 13
		SP:Iteration 37Q (40774.310000 sec): 3 clusters
  Score: Raw -122546.145835 + Penalty 2290.725583 = -120255.420252
  nChanged 6
		SP:Iteration 38Q (40774.490000 sec): 3 clusters
  Score: Raw -122551.126378 + Penalty 2290.725583 = -120260.400795
  nChanged 5
		SP:Iteration 39Q (40774.660000 sec): 3 clusters
  Score: Raw -122556.283257 + Penalty 2290.725583 = -120265.557674
  nChanged 7
		SP:Iteration 40F (40774.850000 sec): 3 clusters
  Score: Raw -122563.149497 + Penalty 2290.725583 = -120272.423914
  nChanged 8
		SP:Iteration 41Q (40775.050000 sec): 3 clusters
  Score: Raw -122575.373816 + Penalty 2290.725583 = -120284.648233
  nChanged 5
		SP:Iteration 42Q (40775.170000 sec): 3 clusters
  Score: Raw -122579.954628 + Penalty 2290.725583 = -120289.229045
  nChanged 2
		SP:Iteration 43Q (40775.350000 sec): 3 clusters
  Score: Raw -122583.598385 + Penalty 2290.725583 = -120292.872802
  nChanged 2
		SP:Iteration 44Q (40775.540000 sec): 3 clusters
  Score: Raw -122584.735899 + Penalty 2290.725583 = -120294.010316
  nChanged 0
		SP:Iteration 45F (40775.750000 sec): 3 clusters
  Score: Raw -122584.735899 + Penalty 2290.725583 = -120294.010316
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40775.870000 sec): 2 clusters
  Score: Raw -120763.464481 + Penalty 1143.802325 = -119619.662156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40776.070000 sec): 3 clusters
  Score: Raw -120402.486988 + Penalty 2287.604651 = -118114.882337
  nChanged 373
		SP:Iteration 1F (40776.240000 sec): 3 clusters
  Score: Raw -120723.419301 + Penalty 2287.604651 = -118435.814650
  nChanged 80
		SP:Iteration 2F (40776.360000 sec): 3 clusters
  Score: Raw -120803.257665 + Penalty 2287.604651 = -118515.653014
  nChanged 42
		SP:Iteration 3Q (40776.520000 sec): 3 clusters
  Score: Raw -120862.443706 + Penalty 2287.604651 = -118574.839055
  nChanged 44
		SP:Iteration 4Q (40776.700000 sec): 3 clusters
  Score: Raw -120919.597888 + Penalty 2287.604651 = -118631.993237
  nChanged 34
		SP:Iteration 5Q (40776.830000 sec): 3 clusters
  Score: Raw -120959.405427 + Penalty 2287.604651 = -118671.800776
  nChanged 30
		SP:Iteration 6Q (40777.010000 sec): 3 clusters
  Score: Raw -120992.629119 + Penalty 2287.604651 = -118705.024468
  nChanged 31
		SP:Iteration 7Q (40777.210000 sec): 3 clusters
  Score: Raw -121028.128327 + Penalty 2287.604651 = -118740.523676
  nChanged 28
		SP:Iteration 8Q (40777.360000 sec): 3 clusters
  Score: Raw -121065.035215 + Penalty 2287.604651 = -118777.430564
  nChanged 30
		SP:Iteration 9Q (40777.500000 sec): 3 clusters
  Score: Raw -121109.756414 + Penalty 2287.604651 = -118822.151763
  nChanged 25
		SP:Iteration 10Q (40777.640000 sec): 3 clusters
  Score: Raw -121155.097510 + Penalty 2287.604651 = -118867.492859
  nChanged 36
		SP:Iteration 11Q (40777.800000 sec): 3 clusters
  Score: Raw -121210.686088 + Penalty 2287.604651 = -118923.081437
  nChanged 40
		SP:Iteration 12Q (40777.980000 sec): 3 clusters
  Score: Raw -121276.420268 + Penalty 2287.604651 = -118988.815617
  nChanged 37
		SP:Iteration 13Q (40778.150000 sec): 3 clusters
  Score: Raw -121329.531428 + Penalty 2287.604651 = -119041.926777
  nChanged 32
		SP:Iteration 14Q (40778.260000 sec): 3 clusters
  Score: Raw -121385.095514 + Penalty 2287.604651 = -119097.490863
  nChanged 21
		SP:Iteration 15Q (40778.410000 sec): 3 clusters
  Score: Raw -121414.833546 + Penalty 2287.604651 = -119127.228895
  nChanged 20
		SP:Iteration 16Q (40778.500000 sec): 3 clusters
  Score: Raw -121442.720363 + Penalty 2287.604651 = -119155.115712
  nChanged 14
		SP:Iteration 17Q (40778.650000 sec): 3 clusters
  Score: Raw -121460.139729 + Penalty 2287.604651 = -119172.535078
  nChanged 8
		SP:Iteration 18Q (40778.850000 sec): 3 clusters
  Score: Raw -121467.435146 + Penalty 2287.604651 = -119179.830495
  nChanged 10
		SP:Iteration 19Q (40779.020000 sec): 3 clusters
  Score: Raw -121477.782262 + Penalty 2287.604651 = -119190.177612
  nChanged 12
		SP:Iteration 20F (40779.180000 sec): 3 clusters
  Score: Raw -121492.657545 + Penalty 2287.604651 = -119205.052894
  nChanged 10
		SP:Iteration 21Q (40779.360000 sec): 3 clusters
  Score: Raw -121503.567619 + Penalty 2287.604651 = -119215.962968
  nChanged 11
		SP:Iteration 22Q (40779.560000 sec): 3 clusters
  Score: Raw -121514.873843 + Penalty 2287.604651 = -119227.269192
  nChanged 8
		SP:Iteration 23Q (40779.750000 sec): 3 clusters
  Score: Raw -121525.798017 + Penalty 2287.604651 = -119238.193366
  nChanged 9
		SP:Iteration 24Q (40779.880000 sec): 3 clusters
  Score: Raw -121537.157795 + Penalty 2287.604651 = -119249.553144
  nChanged 5
		SP:Iteration 25Q (40780.050000 sec): 3 clusters
  Score: Raw -121546.536004 + Penalty 2287.604651 = -119258.931353
  nChanged 4
		SP:Iteration 26Q (40780.210000 sec): 3 clusters
  Score: Raw -121550.930509 + Penalty 2287.604651 = -119263.325858
  nChanged 3
		SP:Iteration 27Q (40780.380000 sec): 3 clusters
  Score: Raw -121555.328212 + Penalty 2287.604651 = -119267.723561
  nChanged 7
		SP:Iteration 28Q (40780.590000 sec): 3 clusters
  Score: Raw -121562.756256 + Penalty 2287.604651 = -119275.151605
  nChanged 2
		SP:Iteration 29Q (40780.760000 sec): 3 clusters
  Score: Raw -121563.930054 + Penalty 2287.604651 = -119276.325403
  nChanged 3
		SP:Iteration 30Q (40780.920000 sec): 3 clusters
  Score: Raw -121567.305014 + Penalty 2287.604651 = -119279.700363
  nChanged 2
		SP:Iteration 31Q (40781.060000 sec): 3 clusters
  Score: Raw -121568.609464 + Penalty 2287.604651 = -119281.004813
  nChanged 2
		SP:Iteration 32Q (40781.240000 sec): 3 clusters
  Score: Raw -121570.060349 + Penalty 2287.604651 = -119282.455698
  nChanged 1
		SP:Iteration 33Q (40781.410000 sec): 3 clusters
  Score: Raw -121570.499262 + Penalty 2287.604651 = -119282.894611
  nChanged 1
		SP:Iteration 34Q (40781.600000 sec): 3 clusters
  Score: Raw -121571.716611 + Penalty 2287.604651 = -119284.111960
  nChanged 1
		SP:Iteration 35Q (40781.810000 sec): 3 clusters
  Score: Raw -121572.909306 + Penalty 2287.604651 = -119285.304655
  nChanged 0
		SP:Iteration 36F (40781.960000 sec): 3 clusters
  Score: Raw -121572.909306 + Penalty 2287.604651 = -119285.304655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40782.050000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40782.190000 sec): 3 clusters
  Score: Raw -26995.089506 + Penalty 1819.487137 = -25175.602369
  nChanged 45
		SP:Iteration 1F (40782.350000 sec): 3 clusters
  Score: Raw -27122.036560 + Penalty 1819.487137 = -25302.549424
  nChanged 15
		SP:Iteration 2F (40782.500000 sec): 3 clusters
  Score: Raw -27155.051095 + Penalty 1819.487137 = -25335.563958
  nChanged 8
		SP:Iteration 3Q (40782.600000 sec): 3 clusters
  Score: Raw -27168.955290 + Penalty 1819.487137 = -25349.468154
  nChanged 3
		SP:Iteration 4Q (40782.760000 sec): 3 clusters
  Score: Raw -27174.300569 + Penalty 1819.487137 = -25354.813433
  nChanged 3
		SP:Iteration 5Q (40782.920000 sec): 3 clusters
  Score: Raw -27178.494481 + Penalty 1819.487137 = -25359.007345
  nChanged 1
		SP:Iteration 6Q (40783.050000 sec): 3 clusters
  Score: Raw -27179.807435 + Penalty 1819.487137 = -25360.320298
  nChanged 2
		SP:Iteration 7Q (40783.180000 sec): 3 clusters
  Score: Raw -27186.179567 + Penalty 1819.487137 = -25366.692430
  nChanged 0
		SP:Iteration 8F (40783.340000 sec): 3 clusters
  Score: Raw -27186.179567 + Penalty 1819.487137 = -25366.692430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (348907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40785.160000 sec): 2 clusters
  Score: Raw -37700239.045385 + Penalty 2073.916112 = -37698165.129273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40787.290000 sec): 3 clusters
  Score: Raw -37465889.434476 + Penalty 4147.832224 = -37461741.602252
  nChanged 170810
		SP:Iteration 1F (40789.550000 sec): 3 clusters
  Score: Raw -37570560.169032 + Penalty 4147.832224 = -37566412.336807
  nChanged 11260
		SP:Iteration 2Q (40792.030000 sec): 3 clusters
  Score: Raw -37573425.663185 + Penalty 4147.832224 = -37569277.830961
  nChanged 12698
		SP:Iteration 3Q (40794.280000 sec): 3 clusters
  Score: Raw -37577156.268116 + Penalty 4147.832224 = -37573008.435892
  nChanged 14171
		SP:Iteration 4Q (40796.480000 sec): 3 clusters
  Score: Raw -37582336.195120 + Penalty 4147.832224 = -37578188.362896
  nChanged 16506
		SP:Iteration 5Q (40798.800000 sec): 3 clusters
  Score: Raw -37589748.072243 + Penalty 4147.832224 = -37585600.240019
  nChanged 19089
		SP:Iteration 6F (40800.990000 sec): 3 clusters
  Score: Raw -37600597.377561 + Penalty 4147.832224 = -37596449.545337
  nChanged 21289
		SP:Iteration 7F (40803.260000 sec): 3 clusters
  Score: Raw -37615504.375209 + Penalty 4147.832224 = -37611356.542985
  nChanged 21718
		SP:Iteration 8F (40805.650000 sec): 3 clusters
  Score: Raw -37632529.914445 + Penalty 4147.832224 = -37628382.082221
  nChanged 19497
		SP:Iteration 9F (40807.730000 sec): 3 clusters
  Score: Raw -37645748.261754 + Penalty 4147.832224 = -37641600.429530
  nChanged 14043
		SP:Iteration 10Q (40809.810000 sec): 3 clusters
  Score: Raw -37651887.350081 + Penalty 4147.832224 = -37647739.517857
  nChanged 8546
		SP:Iteration 11Q (40812.020000 sec): 3 clusters
  Score: Raw -37654487.683475 + Penalty 4147.832224 = -37650339.851251
  nChanged 5763
		SP:Iteration 12Q (40814.620000 sec): 3 clusters
  Score: Raw -37656200.670153 + Penalty 4147.832224 = -37652052.837929
  nChanged 5072
		SP:Iteration 13Q (40817.010000 sec): 3 clusters
  Score: Raw -37657755.016800 + Penalty 4147.832224 = -37653607.184576
  nChanged 5060
		SP:Iteration 14Q (40819.250000 sec): 3 clusters
  Score: Raw -37659344.822347 + Penalty 4147.832224 = -37655196.990123
  nChanged 5271
		SP:Iteration 15Q (40821.450000 sec): 3 clusters
  Score: Raw -37661095.145058 + Penalty 4147.832224 = -37656947.312834
  nChanged 5480
		SP:Iteration 16Q (40823.560000 sec): 3 clusters
  Score: Raw -37663041.086876 + Penalty 4147.832224 = -37658893.254652
  nChanged 5719
		SP:Iteration 17Q (40825.870000 sec): 3 clusters
  Score: Raw -37665245.112275 + Penalty 4147.832224 = -37661097.280050
  nChanged 5944
		SP:Iteration 18Q (40828.290000 sec): 3 clusters
  Score: Raw -37667774.565328 + Penalty 4147.832224 = -37663626.733104
  nChanged 6016
		SP:Iteration 19Q (40830.610000 sec): 3 clusters
  Score: Raw -37670518.964327 + Penalty 4147.832224 = -37666371.132102
  nChanged 6021
		SP:Iteration 20F (40833.140000 sec): 3 clusters
  Score: Raw -37673502.732372 + Penalty 4147.832224 = -37669354.900147
  nChanged 5942
		SP:Iteration 21Q (40835.470000 sec): 3 clusters
  Score: Raw -37676655.740224 + Penalty 4147.832224 = -37672507.907999
  nChanged 5686
		SP:Iteration 22Q (40837.830000 sec): 3 clusters
  Score: Raw -37679684.145305 + Penalty 4147.832224 = -37675536.313081
  nChanged 5367
		SP:Iteration 23Q (40840.110000 sec): 3 clusters
  Score: Raw -37682447.942027 + Penalty 4147.832224 = -37678300.109803
  nChanged 4825
		SP:Iteration 24Q (40842.020000 sec): 3 clusters
  Score: Raw -37684770.097521 + Penalty 4147.832224 = -37680622.265297
  nChanged 4400
		SP:Iteration 25Q (40844.270000 sec): 3 clusters
  Score: Raw -37686700.182698 + Penalty 4147.832224 = -37682552.350473
  nChanged 3857
		SP:Iteration 26Q (40846.470000 sec): 3 clusters
  Score: Raw -37688261.396455 + Penalty 4147.832224 = -37684113.564230
  nChanged 3516
		SP:Iteration 27Q (40848.680000 sec): 3 clusters
  Score: Raw -37689550.181803 + Penalty 4147.832224 = -37685402.349579
  nChanged 3127
		SP:Iteration 28Q (40850.650000 sec): 3 clusters
  Score: Raw -37690610.924962 + Penalty 4147.832224 = -37686463.092738
  nChanged 2853
		SP:Iteration 29Q (40852.730000 sec): 3 clusters
  Score: Raw -37691548.097423 + Penalty 4147.832224 = -37687400.265199
  nChanged 2692
		SP:Iteration 30Q (40854.950000 sec): 3 clusters
  Score: Raw -37692419.594997 + Penalty 4147.832224 = -37688271.762772
  nChanged 2563
		SP:Iteration 31Q (40857.120000 sec): 3 clusters
  Score: Raw -37693265.853163 + Penalty 4147.832224 = -37689118.020939
  nChanged 2417
		SP:Iteration 32Q (40859.270000 sec): 3 clusters
  Score: Raw -37694085.962003 + Penalty 4147.832224 = -37689938.129779
  nChanged 2323
		SP:Iteration 33Q (40861.260000 sec): 3 clusters
  Score: Raw -37694925.403144 + Penalty 4147.832224 = -37690777.570920
  nChanged 2295
		SP:Iteration 34Q (40863.200000 sec): 3 clusters
  Score: Raw -37695792.534139 + Penalty 4147.832224 = -37691644.701915
  nChanged 2144
		SP:Iteration 35Q (40865.370000 sec): 3 clusters
  Score: Raw -37696623.544074 + Penalty 4147.832224 = -37692475.711850
  nChanged 2003
		SP:Iteration 36Q (40867.460000 sec): 3 clusters
  Score: Raw -37697450.508080 + Penalty 4147.832224 = -37693302.675856
  nChanged 1836
		SP:Iteration 37Q (40869.450000 sec): 3 clusters
  Score: Raw -37698243.802265 + Penalty 4147.832224 = -37694095.970041
  nChanged 1623
		SP:Iteration 38Q (40871.380000 sec): 3 clusters
  Score: Raw -37698975.788638 + Penalty 4147.832224 = -37694827.956414
  nChanged 1434
		SP:Iteration 39Q (40873.420000 sec): 3 clusters
  Score: Raw -37699622.940327 + Penalty 4147.832224 = -37695475.108103
  nChanged 1216
		SP:Iteration 40F (40875.820000 sec): 3 clusters
  Score: Raw -37700120.815921 + Penalty 4147.832224 = -37695972.983697
  nChanged 974
		SP:Iteration 41Q (40877.670000 sec): 3 clusters
  Score: Raw -37700451.824278 + Penalty 4147.832224 = -37696303.992053
  nChanged 730
		SP:Iteration 42Q (40879.550000 sec): 3 clusters
  Score: Raw -37700666.131730 + Penalty 4147.832224 = -37696518.299505
  nChanged 583
		SP:Iteration 43Q (40881.490000 sec): 3 clusters
  Score: Raw -37700817.778117 + Penalty 4147.832224 = -37696669.945893
  nChanged 510
		SP:Iteration 44Q (40883.570000 sec): 3 clusters
  Score: Raw -37700940.758128 + Penalty 4147.832224 = -37696792.925904
  nChanged 381
		SP:Iteration 45Q (40885.610000 sec): 3 clusters
  Score: Raw -37701019.664167 + Penalty 4147.832224 = -37696871.831943
  nChanged 328
		SP:Iteration 46Q (40887.410000 sec): 3 clusters
  Score: Raw -37701086.576033 + Penalty 4147.832224 = -37696938.743808
  nChanged 273
		SP:Iteration 47Q (40889.010000 sec): 3 clusters
  Score: Raw -37701145.497506 + Penalty 4147.832224 = -37696997.665282
  nChanged 248
		SP:Iteration 48Q (40890.760000 sec): 3 clusters
  Score: Raw -37701192.707472 + Penalty 4147.832224 = -37697044.875248
  nChanged 224
		SP:Iteration 49Q (40892.540000 sec): 3 clusters
  Score: Raw -37701234.380890 + Penalty 4147.832224 = -37697086.548666
  nChanged 202
		SP:Iteration 50Q (40894.550000 sec): 3 clusters
  Score: Raw -37701273.351416 + Penalty 4147.832224 = -37697125.519192
  nChanged 193
		SP:Iteration 51Q (40896.570000 sec): 3 clusters
  Score: Raw -37701311.351472 + Penalty 4147.832224 = -37697163.519248
  nChanged 186
		SP:Iteration 52Q (40898.590000 sec): 3 clusters
  Score: Raw -37701343.491128 + Penalty 4147.832224 = -37697195.658904
  nChanged 159
		SP:Iteration 53Q (40900.560000 sec): 3 clusters
  Score: Raw -37701367.302037 + Penalty 4147.832224 = -37697219.469813
  nChanged 128
		SP:Iteration 54Q (40902.560000 sec): 3 clusters
  Score: Raw -37701389.118117 + Penalty 4147.832224 = -37697241.285893
  nChanged 125
		SP:Iteration 55Q (40904.430000 sec): 3 clusters
  Score: Raw -37701409.758610 + Penalty 4147.832224 = -37697261.926386
  nChanged 101
		SP:Iteration 56Q (40906.280000 sec): 3 clusters
  Score: Raw -37701424.861231 + Penalty 4147.832224 = -37697277.029007
  nChanged 76
		SP:Iteration 57Q (40908.000000 sec): 3 clusters
  Score: Raw -37701435.668667 + Penalty 4147.832224 = -37697287.836443
  nChanged 77
		SP:Iteration 58Q (40909.630000 sec): 3 clusters
  Score: Raw -37701446.461075 + Penalty 4147.832224 = -37697298.628851
  nChanged 64
		SP:Iteration 59Q (40911.470000 sec): 3 clusters
  Score: Raw -37701455.142627 + Penalty 4147.832224 = -37697307.310402
  nChanged 54
		SP:Iteration 60F (40913.660000 sec): 3 clusters
  Score: Raw -37701462.495454 + Penalty 4147.832224 = -37697314.663230
  nChanged 48
		SP:Iteration 61Q (40915.520000 sec): 3 clusters
  Score: Raw -37701468.034427 + Penalty 4147.832224 = -37697320.202203
  nChanged 30
		SP:Iteration 62Q (40917.350000 sec): 3 clusters
  Score: Raw -37701471.614053 + Penalty 4147.832224 = -37697323.781829
  nChanged 34
		SP:Iteration 63Q (40919.040000 sec): 3 clusters
  Score: Raw -37701475.469446 + Penalty 4147.832224 = -37697327.637221
  nChanged 29
		SP:Iteration 64Q (40920.670000 sec): 3 clusters
  Score: Raw -37701478.016011 + Penalty 4147.832224 = -37697330.183787
  nChanged 24
		SP:Iteration 65Q (40922.520000 sec): 3 clusters
  Score: Raw -37701480.296858 + Penalty 4147.832224 = -37697332.464634
  nChanged 24
		SP:Iteration 66Q (40924.570000 sec): 3 clusters
  Score: Raw -37701482.565583 + Penalty 4147.832224 = -37697334.733358
  nChanged 18
		SP:Iteration 67Q (40926.600000 sec): 3 clusters
  Score: Raw -37701484.095923 + Penalty 4147.832224 = -37697336.263699
  nChanged 16
		SP:Iteration 68Q (40928.580000 sec): 3 clusters
  Score: Raw -37701485.324444 + Penalty 4147.832224 = -37697337.492219
  nChanged 11
		SP:Iteration 69Q (40930.430000 sec): 3 clusters
  Score: Raw -37701486.322968 + Penalty 4147.832224 = -37697338.490744
  nChanged 13
		SP:Iteration 70Q (40932.240000 sec): 3 clusters
  Score: Raw -37701487.235820 + Penalty 4147.832224 = -37697339.403596
  nChanged 9
		SP:Iteration 71Q (40934.100000 sec): 3 clusters
  Score: Raw -37701487.934264 + Penalty 4147.832224 = -37697340.102040
  nChanged 10
		SP:Iteration 72Q (40936.050000 sec): 3 clusters
  Score: Raw -37701488.835253 + Penalty 4147.832224 = -37697341.003029
  nChanged 9
		SP:Iteration 73Q (40938.100000 sec): 3 clusters
  Score: Raw -37701489.543933 + Penalty 4147.832224 = -37697341.711709
  nChanged 9
		SP:Iteration 74Q (40940.100000 sec): 3 clusters
  Score: Raw -37701490.453689 + Penalty 4147.832224 = -37697342.621464
  nChanged 8
		SP:Iteration 75Q (40942.180000 sec): 3 clusters
  Score: Raw -37701491.020143 + Penalty 4147.832224 = -37697343.187918
  nChanged 11
		SP:Iteration 76Q (40944.030000 sec): 3 clusters
  Score: Raw -37701492.015844 + Penalty 4147.832224 = -37697344.183620
  nChanged 11
		SP:Iteration 77Q (40946.020000 sec): 3 clusters
  Score: Raw -37701492.937173 + Penalty 4147.832224 = -37697345.104949
  nChanged 8
		SP:Iteration 78Q (40947.710000 sec): 3 clusters
  Score: Raw -37701493.631992 + Penalty 4147.832224 = -37697345.799768
  nChanged 9
		SP:Iteration 79Q (40949.600000 sec): 3 clusters
  Score: Raw -37701494.355391 + Penalty 4147.832224 = -37697346.523167
  nChanged 12
		SP:Iteration 80F (40951.820000 sec): 3 clusters
  Score: Raw -37701495.384476 + Penalty 4147.832224 = -37697347.552252
  nChanged 13
		SP:Iteration 81Q (40953.710000 sec): 3 clusters
  Score: Raw -37701496.449192 + Penalty 4147.832224 = -37697348.616968
  nChanged 15
		SP:Iteration 82Q (40955.580000 sec): 3 clusters
  Score: Raw -37701497.632828 + Penalty 4147.832224 = -37697349.800604
  nChanged 13
		SP:Iteration 83Q (40957.450000 sec): 3 clusters
  Score: Raw -37701498.837771 + Penalty 4147.832224 = -37697351.005546
  nChanged 14
		SP:Iteration 84Q (40959.480000 sec): 3 clusters
  Score: Raw -37701499.986631 + Penalty 4147.832224 = -37697352.154407
  nChanged 14
		SP:Iteration 85Q (40961.490000 sec): 3 clusters
  Score: Raw -37701501.474523 + Penalty 4147.832224 = -37697353.642299
  nChanged 18
		SP:Iteration 86Q (40963.400000 sec): 3 clusters
  Score: Raw -37701502.912015 + Penalty 4147.832224 = -37697355.079791
  nChanged 14
		SP:Iteration 87Q (40965.160000 sec): 3 clusters
  Score: Raw -37701503.968166 + Penalty 4147.832224 = -37697356.135942
  nChanged 17
		SP:Iteration 88Q (40967.120000 sec): 3 clusters
  Score: Raw -37701505.589463 + Penalty 4147.832224 = -37697357.757239
  nChanged 18
		SP:Iteration 89Q (40969.050000 sec): 3 clusters
  Score: Raw -37701506.939583 + Penalty 4147.832224 = -37697359.107358
  nChanged 10
		SP:Iteration 90Q (40970.980000 sec): 3 clusters
  Score: Raw -37701507.805620 + Penalty 4147.832224 = -37697359.973396
  nChanged 12
		SP:Iteration 91Q (40972.980000 sec): 3 clusters
  Score: Raw -37701508.978877 + Penalty 4147.832224 = -37697361.146653
  nChanged 20
		SP:Iteration 92Q (40974.960000 sec): 3 clusters
  Score: Raw -37701511.065830 + Penalty 4147.832224 = -37697363.233606
  nChanged 17
		SP:Iteration 93Q (40976.930000 sec): 3 clusters
  Score: Raw -37701512.715455 + Penalty 4147.832224 = -37697364.883230
  nChanged 14
		SP:Iteration 94Q (40978.920000 sec): 3 clusters
  Score: Raw -37701513.742544 + Penalty 4147.832224 = -37697365.910320
  nChanged 9
		SP:Iteration 95Q (40980.960000 sec): 3 clusters
  Score: Raw -37701514.351258 + Penalty 4147.832224 = -37697366.519034
  nChanged 6
		SP:Iteration 96Q (40982.980000 sec): 3 clusters
  Score: Raw -37701514.731115 + Penalty 4147.832224 = -37697366.898891
  nChanged 4
		SP:Iteration 97Q (40984.780000 sec): 3 clusters
  Score: Raw -37701515.060426 + Penalty 4147.832224 = -37697367.228202
  nChanged 2
		SP:Iteration 98Q (40986.620000 sec): 3 clusters
  Score: Raw -37701515.179637 + Penalty 4147.832224 = -37697367.347413
  nChanged 1
		SP:Iteration 99Q (40988.530000 sec): 3 clusters
  Score: Raw -37701515.217671 + Penalty 4147.832224 = -37697367.385447
  nChanged 1
		SP:Iteration 100F (40991.020000 sec): 3 clusters
  Score: Raw -37701515.339245 + Penalty 4147.832224 = -37697367.507020
  nChanged 1
		SP:Iteration 101Q (40992.950000 sec): 3 clusters
  Score: Raw -37701515.387119 + Penalty 4147.832224 = -37697367.554894
  nChanged 0
		SP:Iteration 102F (40995.200000 sec): 3 clusters
  Score: Raw -37701515.387119 + Penalty 4147.832224 = -37697367.554894
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40995.640000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40995.870000 sec): 3 clusters
  Score: Raw -55242.486119 + Penalty 2023.624418 = -53218.861701
  nChanged 113
		SP:Iteration 1F (40996.060000 sec): 3 clusters
  Score: Raw -55397.725604 + Penalty 2023.624418 = -53374.101186
  nChanged 25
		SP:Iteration 2Q (40996.190000 sec): 3 clusters
  Score: Raw -55433.096621 + Penalty 2023.624418 = -53409.472204
  nChanged 15
		SP:Iteration 3Q (40996.370000 sec): 3 clusters
  Score: Raw -55458.613663 + Penalty 2023.624418 = -53434.989245
  nChanged 9
		SP:Iteration 4Q (40996.510000 sec): 3 clusters
  Score: Raw -55478.153559 + Penalty 2023.624418 = -53454.529142
  nChanged 5
		SP:Iteration 5Q (40996.680000 sec): 3 clusters
  Score: Raw -55488.857679 + Penalty 2023.624418 = -53465.233262
  nChanged 5
		SP:Iteration 6Q (40996.850000 sec): 3 clusters
  Score: Raw -55496.002427 + Penalty 2023.624418 = -53472.378009
  nChanged 2
		SP:Iteration 7Q (40997.020000 sec): 3 clusters
  Score: Raw -55499.087019 + Penalty 2023.624418 = -53475.462602
  nChanged 1
		SP:Iteration 8Q (40997.240000 sec): 3 clusters
  Score: Raw -55499.488837 + Penalty 2023.624418 = -53475.864420
  nChanged 0
		SP:Iteration 9F (40997.410000 sec): 3 clusters
  Score: Raw -55499.488837 + Penalty 2023.624418 = -53475.864420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40997.480000 sec): 2 clusters
  Score: Raw -49339.003092 + Penalty 994.190795 = -48344.812298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40997.670000 sec): 3 clusters
  Score: Raw -49275.314324 + Penalty 1988.381589 = -47286.932734
  nChanged 95
		SP:Iteration 1F (40997.840000 sec): 3 clusters
  Score: Raw -49409.539165 + Penalty 1988.381589 = -47421.157576
  nChanged 25
		SP:Iteration 2F (40998.040000 sec): 3 clusters
  Score: Raw -49462.709326 + Penalty 1988.381589 = -47474.327737
  nChanged 20
		SP:Iteration 3Q (40998.170000 sec): 3 clusters
  Score: Raw -49508.005646 + Penalty 1988.381589 = -47519.624057
  nChanged 12
		SP:Iteration 4Q (40998.330000 sec): 3 clusters
  Score: Raw -49544.778477 + Penalty 1988.381589 = -47556.396887
  nChanged 9
		SP:Iteration 5Q (40998.550000 sec): 3 clusters
  Score: Raw -49557.536772 + Penalty 1988.381589 = -47569.155183
  nChanged 7
		SP:Iteration 6Q (40998.710000 sec): 3 clusters
  Score: Raw -49568.566218 + Penalty 1988.381589 = -47580.184629
  nChanged 3
		SP:Iteration 7Q (40998.910000 sec): 3 clusters
  Score: Raw -49572.015279 + Penalty 1988.381589 = -47583.633690
  nChanged 2
		SP:Iteration 8Q (40999.080000 sec): 3 clusters
  Score: Raw -49576.625685 + Penalty 1988.381589 = -47588.244096
  nChanged 1
		SP:Iteration 9Q (40999.270000 sec): 3 clusters
  Score: Raw -49577.838735 + Penalty 1988.381589 = -47589.457145
  nChanged 1
		SP:Iteration 10Q (40999.450000 sec): 3 clusters
  Score: Raw -49578.714974 + Penalty 1988.381589 = -47590.333385
  nChanged 0
		SP:Iteration 11F (40999.640000 sec): 3 clusters
  Score: Raw -49578.714974 + Penalty 1988.381589 = -47590.333385
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40999.730000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40999.900000 sec): 3 clusters
  Score: Raw -283448.886087 + Penalty 2564.195969 = -280884.690117
  nChanged 995
		SP:Iteration 1F (41000.090000 sec): 3 clusters
  Score: Raw -284142.210680 + Penalty 2564.195969 = -281578.014711
  nChanged 231
		SP:Iteration 2F (41000.280000 sec): 3 clusters
  Score: Raw -284314.804340 + Penalty 2564.195969 = -281750.608371
  nChanged 145
		SP:Iteration 3F (41000.450000 sec): 3 clusters
  Score: Raw -284416.971544 + Penalty 2564.195969 = -281852.775575
  nChanged 127
		SP:Iteration 4Q (41000.640000 sec): 3 clusters
  Score: Raw -284515.457441 + Penalty 2564.195969 = -281951.261472
  nChanged 101
		SP:Iteration 5Q (41000.830000 sec): 3 clusters
  Score: Raw -284585.938359 + Penalty 2564.195969 = -282021.742390
  nChanged 79
		SP:Iteration 6Q (41001.020000 sec): 3 clusters
  Score: Raw -284631.521141 + Penalty 2564.195969 = -282067.325172
  nChanged 58
		SP:Iteration 7Q (41001.200000 sec): 3 clusters
  Score: Raw -284665.018234 + Penalty 2564.195969 = -282100.822265
  nChanged 47
		SP:Iteration 8Q (41001.390000 sec): 3 clusters
  Score: Raw -284694.433803 + Penalty 2564.195969 = -282130.237834
  nChanged 47
		SP:Iteration 9Q (41001.590000 sec): 3 clusters
  Score: Raw -284722.464031 + Penalty 2564.195969 = -282158.268062
  nChanged 41
		SP:Iteration 10Q (41001.770000 sec): 3 clusters
  Score: Raw -284745.771921 + Penalty 2564.195969 = -282181.575952
  nChanged 42
		SP:Iteration 11Q (41001.950000 sec): 3 clusters
  Score: Raw -284773.646226 + Penalty 2564.195969 = -282209.450256
  nChanged 54
		SP:Iteration 12Q (41002.130000 sec): 3 clusters
  Score: Raw -284806.920698 + Penalty 2564.195969 = -282242.724729
  nChanged 55
		SP:Iteration 13Q (41002.320000 sec): 3 clusters
  Score: Raw -284842.458473 + Penalty 2564.195969 = -282278.262504
  nChanged 60
		SP:Iteration 14Q (41002.480000 sec): 3 clusters
  Score: Raw -284880.231040 + Penalty 2564.195969 = -282316.035071
  nChanged 49
		SP:Iteration 15Q (41002.630000 sec): 3 clusters
  Score: Raw -284909.582044 + Penalty 2564.195969 = -282345.386075
  nChanged 46
		SP:Iteration 16Q (41002.800000 sec): 3 clusters
  Score: Raw -284944.159446 + Penalty 2564.195969 = -282379.963477
  nChanged 38
		SP:Iteration 17Q (41002.970000 sec): 3 clusters
  Score: Raw -284969.542157 + Penalty 2564.195969 = -282405.346188
  nChanged 51
		SP:Iteration 18Q (41003.160000 sec): 3 clusters
  Score: Raw -284998.155755 + Penalty 2564.195969 = -282433.959786
  nChanged 41
		SP:Iteration 19Q (41003.350000 sec): 3 clusters
  Score: Raw -285023.187315 + Penalty 2564.195969 = -282458.991346
  nChanged 46
		SP:Iteration 20F (41003.540000 sec): 3 clusters
  Score: Raw -285056.372457 + Penalty 2564.195969 = -282492.176488
  nChanged 41
		SP:Iteration 21Q (41003.710000 sec): 3 clusters
  Score: Raw -285076.410598 + Penalty 2564.195969 = -282512.214629
  nChanged 29
		SP:Iteration 22Q (41003.870000 sec): 3 clusters
  Score: Raw -285088.604479 + Penalty 2564.195969 = -282524.408510
  nChanged 21
		SP:Iteration 23Q (41004.030000 sec): 3 clusters
  Score: Raw -285098.144052 + Penalty 2564.195969 = -282533.948083
  nChanged 17
		SP:Iteration 24Q (41004.240000 sec): 3 clusters
  Score: Raw -285105.176599 + Penalty 2564.195969 = -282540.980630
  nChanged 21
		SP:Iteration 25Q (41004.420000 sec): 3 clusters
  Score: Raw -285114.352099 + Penalty 2564.195969 = -282550.156130
  nChanged 13
		SP:Iteration 26Q (41004.590000 sec): 3 clusters
  Score: Raw -285119.429828 + Penalty 2564.195969 = -282555.233859
  nChanged 12
		SP:Iteration 27Q (41004.790000 sec): 3 clusters
  Score: Raw -285125.000283 + Penalty 2564.195969 = -282560.804314
  nChanged 19
		SP:Iteration 28Q (41004.950000 sec): 3 clusters
  Score: Raw -285139.632644 + Penalty 2564.195969 = -282575.436675
  nChanged 17
		SP:Iteration 29Q (41005.160000 sec): 3 clusters
  Score: Raw -285147.462659 + Penalty 2564.195969 = -282583.266690
  nChanged 13
		SP:Iteration 30Q (41005.330000 sec): 3 clusters
  Score: Raw -285153.702957 + Penalty 2564.195969 = -282589.506987
  nChanged 12
		SP:Iteration 31Q (41005.540000 sec): 3 clusters
  Score: Raw -285157.751493 + Penalty 2564.195969 = -282593.555523
  nChanged 5
		SP:Iteration 32Q (41005.710000 sec): 3 clusters
  Score: Raw -285160.076995 + Penalty 2564.195969 = -282595.881026
  nChanged 6
		SP:Iteration 33Q (41005.880000 sec): 3 clusters
  Score: Raw -285162.615887 + Penalty 2564.195969 = -282598.419918
  nChanged 7
		SP:Iteration 34Q (41006.070000 sec): 3 clusters
  Score: Raw -285164.981928 + Penalty 2564.195969 = -282600.785959
  nChanged 6
		SP:Iteration 35Q (41006.250000 sec): 3 clusters
  Score: Raw -285166.701433 + Penalty 2564.195969 = -282602.505464
  nChanged 4
		SP:Iteration 36Q (41006.440000 sec): 3 clusters
  Score: Raw -285168.906509 + Penalty 2564.195969 = -282604.710539
  nChanged 7
		SP:Iteration 37Q (41006.670000 sec): 3 clusters
  Score: Raw -285173.140510 + Penalty 2564.195969 = -282608.944541
  nChanged 8
		SP:Iteration 38Q (41006.810000 sec): 3 clusters
  Score: Raw -285176.612683 + Penalty 2564.195969 = -282612.416714
  nChanged 5
		SP:Iteration 39Q (41006.980000 sec): 3 clusters
  Score: Raw -285178.729717 + Penalty 2564.195969 = -282614.533748
  nChanged 8
		SP:Iteration 40F (41007.170000 sec): 3 clusters
  Score: Raw -285180.728004 + Penalty 2564.195969 = -282616.532034
  nChanged 4
		SP:Iteration 41Q (41007.400000 sec): 3 clusters
  Score: Raw -285181.791705 + Penalty 2564.195969 = -282617.595735
  nChanged 2
		SP:Iteration 42Q (41007.550000 sec): 3 clusters
  Score: Raw -285182.242757 + Penalty 2564.195969 = -282618.046788
  nChanged 2
		SP:Iteration 43Q (41007.700000 sec): 3 clusters
  Score: Raw -285182.657192 + Penalty 2564.195969 = -282618.461222
  nChanged 1
		SP:Iteration 44Q (41007.890000 sec): 3 clusters
  Score: Raw -285182.804032 + Penalty 2564.195969 = -282618.608063
  nChanged 0
		SP:Iteration 45F (41008.080000 sec): 3 clusters
  Score: Raw -285182.804032 + Penalty 2564.195969 = -282618.608063
  nChanged 0
Iteration 299Q (41162.900000 sec): 82 clusters
  Score: Raw -134117510.237381 + Penalty 184866.940148 = -133932643.297234
  nChanged 304
Iteration 300F (41414.370000 sec): 82 clusters
  Score: Raw -134118141.859554 + Penalty 184866.940148 = -133933274.919406
  nChanged 321
Iteration 301Q (41576.270000 sec): 82 clusters
  Score: Raw -134118200.186197 + Penalty 184866.940148 = -133933333.246049
  nChanged 325
Iteration 302Q (41739.300000 sec): 82 clusters
  Score: Raw -134118218.065190 + Penalty 184866.940148 = -133933351.125042
  nChanged 295
Iteration 303Q (41897.540000 sec): 82 clusters
  Score: Raw -134118223.498701 + Penalty 184866.940148 = -133933356.558554
  nChanged 320
Iteration 304Q (42056.940000 sec): 82 clusters
  Score: Raw -134118229.380707 + Penalty 184866.940148 = -133933362.440559
  nChanged 288
Iteration 305Q (42210.070000 sec): 82 clusters
  Score: Raw -134118234.207029 + Penalty 184866.940148 = -133933367.266881
  nChanged 271
Iteration 306Q (42365.620000 sec): 82 clusters
  Score: Raw -134118238.372482 + Penalty 184866.940148 = -133933371.432334
  nChanged 237
Iteration 307Q (42521.610000 sec): 82 clusters
  Score: Raw -134118242.258493 + Penalty 184866.940148 = -133933375.318345
  nChanged 228
Iteration 308Q (42679.690000 sec): 82 clusters
  Score: Raw -134118246.532819 + Penalty 184866.940148 = -133933379.592672
  nChanged 200
Iteration 309Q (42839.700000 sec): 82 clusters
  Score: Raw -134118249.927984 + Penalty 184866.940148 = -133933382.987836
  nChanged 209
Iteration 310Q (42999.220000 sec): 82 clusters
  Score: Raw -134118253.250631 + Penalty 184866.940148 = -133933386.310484
  nChanged 201
Iteration 311Q (43158.540000 sec): 82 clusters
  Score: Raw -134118256.304433 + Penalty 184866.940148 = -133933389.364285
  nChanged 202
Iteration 312Q (43315.350000 sec): 82 clusters
  Score: Raw -134118259.280343 + Penalty 184866.940148 = -133933392.340195
  nChanged 184
Iteration 313Q (43479.980000 sec): 82 clusters
  Score: Raw -134118262.123156 + Penalty 184866.940148 = -133933395.183008
  nChanged 180
Iteration 314Q (43642.930000 sec): 82 clusters
  Score: Raw -134118264.947417 + Penalty 184866.940148 = -133933398.007269
  nChanged 166
Iteration 315Q (43801.260000 sec): 82 clusters
  Score: Raw -134118267.613093 + Penalty 184866.940148 = -133933400.672945
  nChanged 154
Iteration 316Q (43965.070000 sec): 82 clusters
  Score: Raw -134118270.257328 + Penalty 184866.940148 = -133933403.317180
  nChanged 127
Iteration 317Q (44128.250000 sec): 82 clusters
  Score: Raw -134118272.827264 + Penalty 184866.940148 = -133933405.887116
  nChanged 120
Iteration 318Q (44290.320000 sec): 82 clusters
  Score: Raw -134118274.912467 + Penalty 184866.940148 = -133933407.972320
  nChanged 117
Iteration 319Q (44453.210000 sec): 82 clusters
  Score: Raw -134118276.716647 + Penalty 184866.940148 = -133933409.776499
  nChanged 122
Iteration 320F (44693.130000 sec): 82 clusters
  Score: Raw -134118278.549139 + Penalty 184866.940148 = -133933411.608991
  nChanged 111
Iteration 321Q (44852.280000 sec): 82 clusters
  Score: Raw -134118280.347967 + Penalty 184866.940148 = -133933413.407819
  nChanged 102
Iteration 322Q (45011.390000 sec): 82 clusters
  Score: Raw -134118282.331617 + Penalty 184866.940148 = -133933415.391469
  nChanged 94
Iteration 323Q (45175.920000 sec): 82 clusters
  Score: Raw -134118284.203541 + Penalty 184866.940148 = -133933417.263393
  nChanged 80
Iteration 324Q (45336.000000 sec): 82 clusters
  Score: Raw -134118286.017101 + Penalty 184866.940148 = -133933419.076953
  nChanged 96
Iteration 325Q (45483.040000 sec): 82 clusters
  Score: Raw -134118287.909860 + Penalty 184866.940148 = -133933420.969712
  nChanged 93
Iteration 326Q (45645.460000 sec): 82 clusters
  Score: Raw -134118289.708259 + Penalty 184866.940148 = -133933422.768112
  nChanged 98
Iteration 327Q (45804.240000 sec): 82 clusters
  Score: Raw -134118291.613926 + Penalty 184866.940148 = -133933424.673778
  nChanged 113
Iteration 328Q (45964.050000 sec): 82 clusters
  Score: Raw -134118293.179305 + Penalty 184866.940148 = -133933426.239157
  nChanged 116
Iteration 329Q (46124.950000 sec): 82 clusters
  Score: Raw -134118294.822702 + Penalty 184866.940148 = -133933427.882554
  nChanged 126
Iteration 330Q (46283.010000 sec): 82 clusters
  Score: Raw -134118296.172022 + Penalty 184866.940148 = -133933429.231874
  nChanged 138
Iteration 331Q (46442.500000 sec): 82 clusters
  Score: Raw -134118298.146812 + Penalty 184866.940148 = -133933431.206664
  nChanged 140
Iteration 332Q (46604.540000 sec): 82 clusters
  Score: Raw -134118299.933746 + Penalty 184866.940148 = -133933432.993598
  nChanged 149
Iteration 333Q (46769.590000 sec): 82 clusters
  Score: Raw -134118302.101993 + Penalty 184866.940148 = -133933435.161845
  nChanged 141
Iteration 334Q (46932.210000 sec): 82 clusters
  Score: Raw -134118304.106160 + Penalty 184866.940148 = -133933437.166013
  nChanged 150
Iteration 335Q (47094.430000 sec): 82 clusters
  Score: Raw -134118306.188350 + Penalty 184866.940148 = -133933439.248202
  nChanged 148
Iteration 336Q (47254.660000 sec): 82 clusters
  Score: Raw -134118308.130471 + Penalty 184866.940148 = -133933441.190323
  nChanged 142
Iteration 337Q (47416.900000 sec): 82 clusters
  Score: Raw -134118310.637065 + Penalty 184866.940148 = -133933443.696917
  nChanged 154
Iteration 338Q (47583.510000 sec): 82 clusters
  Score: Raw -134118313.542942 + Penalty 184866.940148 = -133933446.602794
  nChanged 144
Writing temp clu file 
Because OldScore, -133933443.696917, is greater than current (better) Score,-133933446.602794 
 Compute initial score before splitting:   Score: Raw -134118313.542942 + Penalty 184866.940148 = -133933446.602794
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47584.170000 sec): 2 clusters
  Score: Raw -845802.193698 + Penalty 1454.945499 = -844347.248199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47584.340000 sec): 3 clusters
  Score: Raw -841526.651033 + Penalty 2909.890998 = -838616.760035
  nChanged 3268
		SP:Iteration 1F (47584.540000 sec): 3 clusters
  Score: Raw -843323.062327 + Penalty 2909.890998 = -840413.171329
  nChanged 512
		SP:Iteration 2F (47584.700000 sec): 3 clusters
  Score: Raw -843586.478937 + Penalty 2909.890998 = -840676.587939
  nChanged 409
		SP:Iteration 3F (47584.940000 sec): 3 clusters
  Score: Raw -843808.313445 + Penalty 2909.890998 = -840898.422447
  nChanged 347
		SP:Iteration 4Q (47585.150000 sec): 3 clusters
  Score: Raw -843988.738329 + Penalty 2909.890998 = -841078.847331
  nChanged 321
		SP:Iteration 5Q (47585.370000 sec): 3 clusters
  Score: Raw -844163.451509 + Penalty 2909.890998 = -841253.560511
  nChanged 303
		SP:Iteration 6Q (47585.530000 sec): 3 clusters
  Score: Raw -844334.184379 + Penalty 2909.890998 = -841424.293381
  nChanged 274
		SP:Iteration 7Q (47585.770000 sec): 3 clusters
  Score: Raw -844489.180790 + Penalty 2909.890998 = -841579.289792
  nChanged 255
		SP:Iteration 8Q (47585.950000 sec): 3 clusters
  Score: Raw -844665.627944 + Penalty 2909.890998 = -841755.736946
  nChanged 283
		SP:Iteration 9Q (47586.160000 sec): 3 clusters
  Score: Raw -844870.849928 + Penalty 2909.890998 = -841960.958930
  nChanged 269
		SP:Iteration 10Q (47586.380000 sec): 3 clusters
  Score: Raw -845071.995681 + Penalty 2909.890998 = -842162.104683
  nChanged 223
		SP:Iteration 11Q (47586.570000 sec): 3 clusters
  Score: Raw -845257.820762 + Penalty 2909.890998 = -842347.929764
  nChanged 204
		SP:Iteration 12Q (47586.770000 sec): 3 clusters
  Score: Raw -845429.393428 + Penalty 2909.890998 = -842519.502430
  nChanged 176
		SP:Iteration 13Q (47587.020000 sec): 3 clusters
  Score: Raw -845572.330732 + Penalty 2909.890998 = -842662.439734
  nChanged 150
		SP:Iteration 14Q (47587.230000 sec): 3 clusters
  Score: Raw -845692.589756 + Penalty 2909.890998 = -842782.698758
  nChanged 127
		SP:Iteration 15Q (47587.410000 sec): 3 clusters
  Score: Raw -845791.946960 + Penalty 2909.890998 = -842882.055962
  nChanged 93
		SP:Iteration 16Q (47587.670000 sec): 3 clusters
  Score: Raw -845869.563458 + Penalty 2909.890998 = -842959.672460
  nChanged 78
		SP:Iteration 17Q (47587.850000 sec): 3 clusters
  Score: Raw -845923.536076 + Penalty 2909.890998 = -843013.645078
  nChanged 66
		SP:Iteration 18Q (47588.030000 sec): 3 clusters
  Score: Raw -845973.478719 + Penalty 2909.890998 = -843063.587721
  nChanged 62
		SP:Iteration 19Q (47588.270000 sec): 3 clusters
  Score: Raw -846017.670263 + Penalty 2909.890998 = -843107.779265
  nChanged 50
		SP:Iteration 20F (47588.420000 sec): 3 clusters
  Score: Raw -846045.076866 + Penalty 2909.890998 = -843135.185868
  nChanged 36
		SP:Iteration 21Q (47588.660000 sec): 3 clusters
  Score: Raw -846069.384988 + Penalty 2909.890998 = -843159.493990
  nChanged 29
		SP:Iteration 22Q (47588.850000 sec): 3 clusters
  Score: Raw -846085.322314 + Penalty 2909.890998 = -843175.431316
  nChanged 19
		SP:Iteration 23Q (47589.090000 sec): 3 clusters
  Score: Raw -846094.570111 + Penalty 2909.890998 = -843184.679113
  nChanged 12
		SP:Iteration 24Q (47589.270000 sec): 3 clusters
  Score: Raw -846102.166479 + Penalty 2909.890998 = -843192.275481
  nChanged 17
		SP:Iteration 25Q (47589.470000 sec): 3 clusters
  Score: Raw -846113.733100 + Penalty 2909.890998 = -843203.842102
  nChanged 21
		SP:Iteration 26Q (47589.650000 sec): 3 clusters
  Score: Raw -846127.850684 + Penalty 2909.890998 = -843217.959686
  nChanged 14
		SP:Iteration 27Q (47589.870000 sec): 3 clusters
  Score: Raw -846135.774040 + Penalty 2909.890998 = -843225.883042
  nChanged 6
		SP:Iteration 28Q (47590.100000 sec): 3 clusters
  Score: Raw -846139.568754 + Penalty 2909.890998 = -843229.677756
  nChanged 6
		SP:Iteration 29Q (47590.280000 sec): 3 clusters
  Score: Raw -846142.719247 + Penalty 2909.890998 = -843232.828249
  nChanged 4
		SP:Iteration 30Q (47590.470000 sec): 3 clusters
  Score: Raw -846144.832815 + Penalty 2909.890998 = -843234.941817
  nChanged 2
		SP:Iteration 31Q (47590.690000 sec): 3 clusters
  Score: Raw -846146.082418 + Penalty 2909.890998 = -843236.191420
  nChanged 3
		SP:Iteration 32Q (47590.840000 sec): 3 clusters
  Score: Raw -846148.051330 + Penalty 2909.890998 = -843238.160332
  nChanged 3
		SP:Iteration 33Q (47591.020000 sec): 3 clusters
  Score: Raw -846150.083011 + Penalty 2909.890998 = -843240.192013
  nChanged 2
		SP:Iteration 34Q (47591.260000 sec): 3 clusters
  Score: Raw -846151.790681 + Penalty 2909.890998 = -843241.899683
  nChanged 4
		SP:Iteration 35Q (47591.450000 sec): 3 clusters
  Score: Raw -846153.157275 + Penalty 2909.890998 = -843243.266277
  nChanged 1
		SP:Iteration 36Q (47591.720000 sec): 3 clusters
  Score: Raw -846154.106344 + Penalty 2909.890998 = -843244.215346
  nChanged 1
		SP:Iteration 37Q (47591.880000 sec): 3 clusters
  Score: Raw -846154.508540 + Penalty 2909.890998 = -843244.617543
  nChanged 0
		SP:Iteration 38F (47592.130000 sec): 3 clusters
  Score: Raw -846154.508540 + Penalty 2909.890998 = -843244.617543
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47592.240000 sec): 2 clusters
  Score: Raw -822015.344942 + Penalty 1453.680081 = -820561.664862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47592.440000 sec): 3 clusters
  Score: Raw -817891.457604 + Penalty 2907.360161 = -814984.097443
  nChanged 3150
		SP:Iteration 1F (47592.660000 sec): 3 clusters
  Score: Raw -819780.100419 + Penalty 2907.360161 = -816872.740258
  nChanged 607
		SP:Iteration 2F (47592.870000 sec): 3 clusters
  Score: Raw -820207.301670 + Penalty 2907.360161 = -817299.941509
  nChanged 554
		SP:Iteration 3F (47593.030000 sec): 3 clusters
  Score: Raw -820613.948452 + Penalty 2907.360161 = -817706.588291
  nChanged 544
		SP:Iteration 4F (47593.250000 sec): 3 clusters
  Score: Raw -821050.935404 + Penalty 2907.360161 = -818143.575243
  nChanged 505
		SP:Iteration 5F (47593.420000 sec): 3 clusters
  Score: Raw -821435.462640 + Penalty 2907.360161 = -818528.102479
  nChanged 451
		SP:Iteration 6F (47593.620000 sec): 3 clusters
  Score: Raw -821742.196904 + Penalty 2907.360161 = -818834.836743
  nChanged 343
		SP:Iteration 7Q (47593.830000 sec): 3 clusters
  Score: Raw -821938.304832 + Penalty 2907.360161 = -819030.944671
  nChanged 227
		SP:Iteration 8Q (47594.010000 sec): 3 clusters
  Score: Raw -822043.960531 + Penalty 2907.360161 = -819136.600370
  nChanged 160
		SP:Iteration 9Q (47594.220000 sec): 3 clusters
  Score: Raw -822101.273687 + Penalty 2907.360161 = -819193.913526
  nChanged 116
		SP:Iteration 10Q (47594.420000 sec): 3 clusters
  Score: Raw -822131.231838 + Penalty 2907.360161 = -819223.871677
  nChanged 66
		SP:Iteration 11Q (47594.670000 sec): 3 clusters
  Score: Raw -822143.647092 + Penalty 2907.360161 = -819236.286931
  nChanged 38
		SP:Iteration 12Q (47594.870000 sec): 3 clusters
  Score: Raw -822150.106672 + Penalty 2907.360161 = -819242.746510
  nChanged 34
		SP:Iteration 13Q (47595.060000 sec): 3 clusters
  Score: Raw -822155.340131 + Penalty 2907.360161 = -819247.979970
  nChanged 21
		SP:Iteration 14Q (47595.270000 sec): 3 clusters
  Score: Raw -822158.199271 + Penalty 2907.360161 = -819250.839110
  nChanged 16
		SP:Iteration 15Q (47595.460000 sec): 3 clusters
  Score: Raw -822160.791619 + Penalty 2907.360161 = -819253.431458
  nChanged 17
		SP:Iteration 16Q (47595.670000 sec): 3 clusters
  Score: Raw -822163.357981 + Penalty 2907.360161 = -819255.997820
  nChanged 14
		SP:Iteration 17Q (47595.860000 sec): 3 clusters
  Score: Raw -822166.382136 + Penalty 2907.360161 = -819259.021975
  nChanged 15
		SP:Iteration 18Q (47596.120000 sec): 3 clusters
  Score: Raw -822168.532661 + Penalty 2907.360161 = -819261.172500
  nChanged 2
		SP:Iteration 19Q (47596.330000 sec): 3 clusters
  Score: Raw -822168.721481 + Penalty 2907.360161 = -819261.361320
  nChanged 0
		SP:Iteration 20F (47596.560000 sec): 3 clusters
  Score: Raw -822168.721481 + Penalty 2907.360161 = -819261.361320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47596.670000 sec): 2 clusters
  Score: Raw -455997.501254 + Penalty 1357.136747 = -454640.364508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47596.840000 sec): 3 clusters
  Score: Raw -453848.790220 + Penalty 2714.273494 = -451134.516726
  nChanged 1694
		SP:Iteration 1F (47597.040000 sec): 3 clusters
  Score: Raw -454847.054280 + Penalty 2714.273494 = -452132.780786
  nChanged 361
		SP:Iteration 2F (47597.180000 sec): 3 clusters
  Score: Raw -455123.312268 + Penalty 2714.273494 = -452409.038774
  nChanged 343
		SP:Iteration 3F (47597.390000 sec): 3 clusters
  Score: Raw -455418.292471 + Penalty 2714.273494 = -452704.018977
  nChanged 305
		SP:Iteration 4F (47597.590000 sec): 3 clusters
  Score: Raw -455681.078419 + Penalty 2714.273494 = -452966.804925
  nChanged 248
		SP:Iteration 5F (47597.770000 sec): 3 clusters
  Score: Raw -455888.686319 + Penalty 2714.273494 = -453174.412825
  nChanged 196
		SP:Iteration 6Q (47597.970000 sec): 3 clusters
  Score: Raw -456040.286760 + Penalty 2714.273494 = -453326.013266
  nChanged 159
		SP:Iteration 7Q (47598.130000 sec): 3 clusters
  Score: Raw -456148.845377 + Penalty 2714.273494 = -453434.571884
  nChanged 125
		SP:Iteration 8Q (47598.300000 sec): 3 clusters
  Score: Raw -456230.225260 + Penalty 2714.273494 = -453515.951766
  nChanged 90
		SP:Iteration 9Q (47598.480000 sec): 3 clusters
  Score: Raw -456282.969183 + Penalty 2714.273494 = -453568.695689
  nChanged 65
		SP:Iteration 10Q (47598.650000 sec): 3 clusters
  Score: Raw -456316.560185 + Penalty 2714.273494 = -453602.286691
  nChanged 49
		SP:Iteration 11Q (47598.860000 sec): 3 clusters
  Score: Raw -456339.303058 + Penalty 2714.273494 = -453625.029564
  nChanged 34
		SP:Iteration 12Q (47599.040000 sec): 3 clusters
  Score: Raw -456356.056811 + Penalty 2714.273494 = -453641.783317
  nChanged 37
		SP:Iteration 13Q (47599.210000 sec): 3 clusters
  Score: Raw -456374.599707 + Penalty 2714.273494 = -453660.326213
  nChanged 36
		SP:Iteration 14Q (47599.390000 sec): 3 clusters
  Score: Raw -456393.655895 + Penalty 2714.273494 = -453679.382401
  nChanged 29
		SP:Iteration 15Q (47599.560000 sec): 3 clusters
  Score: Raw -456406.479275 + Penalty 2714.273494 = -453692.205781
  nChanged 29
		SP:Iteration 16Q (47599.760000 sec): 3 clusters
  Score: Raw -456421.091768 + Penalty 2714.273494 = -453706.818274
  nChanged 25
		SP:Iteration 17Q (47599.940000 sec): 3 clusters
  Score: Raw -456430.524274 + Penalty 2714.273494 = -453716.250780
  nChanged 20
		SP:Iteration 18Q (47600.100000 sec): 3 clusters
  Score: Raw -456437.390027 + Penalty 2714.273494 = -453723.116533
  nChanged 16
		SP:Iteration 19Q (47600.300000 sec): 3 clusters
  Score: Raw -456444.186385 + Penalty 2714.273494 = -453729.912891
  nChanged 9
		SP:Iteration 20F (47600.540000 sec): 3 clusters
  Score: Raw -456446.198667 + Penalty 2714.273494 = -453731.925174
  nChanged 5
		SP:Iteration 21Q (47600.710000 sec): 3 clusters
  Score: Raw -456447.657995 + Penalty 2714.273494 = -453733.384501
  nChanged 4
		SP:Iteration 22Q (47600.880000 sec): 3 clusters
  Score: Raw -456448.876425 + Penalty 2714.273494 = -453734.602931
  nChanged 7
		SP:Iteration 23Q (47601.060000 sec): 3 clusters
  Score: Raw -456451.117289 + Penalty 2714.273494 = -453736.843795
  nChanged 3
		SP:Iteration 24Q (47601.200000 sec): 3 clusters
  Score: Raw -456451.808300 + Penalty 2714.273494 = -453737.534806
  nChanged 1
		SP:Iteration 25Q (47601.390000 sec): 3 clusters
  Score: Raw -456452.070671 + Penalty 2714.273494 = -453737.797177
  nChanged 4
		SP:Iteration 26Q (47601.570000 sec): 3 clusters
  Score: Raw -456453.843840 + Penalty 2714.273494 = -453739.570346
  nChanged 3
		SP:Iteration 27Q (47601.750000 sec): 3 clusters
  Score: Raw -456454.996697 + Penalty 2714.273494 = -453740.723203
  nChanged 3
		SP:Iteration 28Q (47601.980000 sec): 3 clusters
  Score: Raw -456456.385173 + Penalty 2714.273494 = -453742.111679
  nChanged 7
		SP:Iteration 29Q (47602.140000 sec): 3 clusters
  Score: Raw -456459.933578 + Penalty 2714.273494 = -453745.660084
  nChanged 9
		SP:Iteration 30Q (47602.340000 sec): 3 clusters
  Score: Raw -456464.788933 + Penalty 2714.273494 = -453750.515439
  nChanged 9
		SP:Iteration 31Q (47602.520000 sec): 3 clusters
  Score: Raw -456468.041497 + Penalty 2714.273494 = -453753.768003
  nChanged 7
		SP:Iteration 32Q (47602.760000 sec): 3 clusters
  Score: Raw -456471.109970 + Penalty 2714.273494 = -453756.836476
  nChanged 7
		SP:Iteration 33Q (47602.930000 sec): 3 clusters
  Score: Raw -456473.271135 + Penalty 2714.273494 = -453758.997641
  nChanged 4
		SP:Iteration 34Q (47603.160000 sec): 3 clusters
  Score: Raw -456475.518414 + Penalty 2714.273494 = -453761.244920
  nChanged 4
		SP:Iteration 35Q (47603.340000 sec): 3 clusters
  Score: Raw -456478.021821 + Penalty 2714.273494 = -453763.748327
  nChanged 7
		SP:Iteration 36Q (47603.510000 sec): 3 clusters
  Score: Raw -456480.944807 + Penalty 2714.273494 = -453766.671313
  nChanged 4
		SP:Iteration 37Q (47603.680000 sec): 3 clusters
  Score: Raw -456482.806616 + Penalty 2714.273494 = -453768.533122
  nChanged 3
		SP:Iteration 38Q (47603.890000 sec): 3 clusters
  Score: Raw -456484.143622 + Penalty 2714.273494 = -453769.870128
  nChanged 2
		SP:Iteration 39Q (47604.070000 sec): 3 clusters
  Score: Raw -456484.839601 + Penalty 2714.273494 = -453770.566107
  nChanged 0
		SP:Iteration 40F (47604.230000 sec): 3 clusters
  Score: Raw -456484.839601 + Penalty 2714.273494 = -453770.566107
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47604.340000 sec): 2 clusters
  Score: Raw -580102.254777 + Penalty 1392.713460 = -578709.541318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47604.570000 sec): 3 clusters
  Score: Raw -577302.274422 + Penalty 2785.426919 = -574516.847503
  nChanged 2181
		SP:Iteration 1F (47604.750000 sec): 3 clusters
  Score: Raw -578485.304934 + Penalty 2785.426919 = -575699.878015
  nChanged 410
		SP:Iteration 2F (47604.970000 sec): 3 clusters
  Score: Raw -578736.487398 + Penalty 2785.426919 = -575951.060479
  nChanged 361
		SP:Iteration 3F (47605.170000 sec): 3 clusters
  Score: Raw -578984.482544 + Penalty 2785.426919 = -576199.055625
  nChanged 312
		SP:Iteration 4F (47605.340000 sec): 3 clusters
  Score: Raw -579229.946684 + Penalty 2785.426919 = -576444.519764
  nChanged 331
		SP:Iteration 5F (47605.540000 sec): 3 clusters
  Score: Raw -579530.103018 + Penalty 2785.426919 = -576744.676099
  nChanged 328
		SP:Iteration 6F (47605.760000 sec): 3 clusters
  Score: Raw -579824.709153 + Penalty 2785.426919 = -577039.282233
  nChanged 307
		SP:Iteration 7F (47605.930000 sec): 3 clusters
  Score: Raw -580086.878365 + Penalty 2785.426919 = -577301.451445
  nChanged 276
		SP:Iteration 8F (47606.130000 sec): 3 clusters
  Score: Raw -580282.852326 + Penalty 2785.426919 = -577497.425407
  nChanged 179
		SP:Iteration 9Q (47606.290000 sec): 3 clusters
  Score: Raw -580378.592055 + Penalty 2785.426919 = -577593.165135
  nChanged 121
		SP:Iteration 10Q (47606.450000 sec): 3 clusters
  Score: Raw -580452.539417 + Penalty 2785.426919 = -577667.112497
  nChanged 102
		SP:Iteration 11Q (47606.630000 sec): 3 clusters
  Score: Raw -580518.665295 + Penalty 2785.426919 = -577733.238376
  nChanged 88
		SP:Iteration 12Q (47606.790000 sec): 3 clusters
  Score: Raw -580560.718141 + Penalty 2785.426919 = -577775.291222
  nChanged 73
		SP:Iteration 13Q (47606.990000 sec): 3 clusters
  Score: Raw -580595.987202 + Penalty 2785.426919 = -577810.560282
  nChanged 58
		SP:Iteration 14Q (47607.180000 sec): 3 clusters
  Score: Raw -580626.671262 + Penalty 2785.426919 = -577841.244342
  nChanged 54
		SP:Iteration 15Q (47607.360000 sec): 3 clusters
  Score: Raw -580652.071811 + Penalty 2785.426919 = -577866.644892
  nChanged 47
		SP:Iteration 16Q (47607.580000 sec): 3 clusters
  Score: Raw -580674.180240 + Penalty 2785.426919 = -577888.753320
  nChanged 55
		SP:Iteration 17Q (47607.750000 sec): 3 clusters
  Score: Raw -580702.568245 + Penalty 2785.426919 = -577917.141326
  nChanged 59
		SP:Iteration 18Q (47607.920000 sec): 3 clusters
  Score: Raw -580729.921724 + Penalty 2785.426919 = -577944.494805
  nChanged 48
		SP:Iteration 19Q (47608.120000 sec): 3 clusters
  Score: Raw -580753.225279 + Penalty 2785.426919 = -577967.798360
  nChanged 54
		SP:Iteration 20F (47608.250000 sec): 3 clusters
  Score: Raw -580779.403313 + Penalty 2785.426919 = -577993.976394
  nChanged 35
		SP:Iteration 21Q (47608.360000 sec): 3 clusters
  Score: Raw -580795.713745 + Penalty 2785.426919 = -578010.286826
  nChanged 30
		SP:Iteration 22Q (47608.530000 sec): 3 clusters
  Score: Raw -580807.410056 + Penalty 2785.426919 = -578021.983136
  nChanged 24
		SP:Iteration 23Q (47608.680000 sec): 3 clusters
  Score: Raw -580818.409938 + Penalty 2785.426919 = -578032.983019
  nChanged 23
		SP:Iteration 24Q (47608.850000 sec): 3 clusters
  Score: Raw -580828.745976 + Penalty 2785.426919 = -578043.319057
  nChanged 19
		SP:Iteration 25Q (47609.070000 sec): 3 clusters
  Score: Raw -580836.387092 + Penalty 2785.426919 = -578050.960173
  nChanged 25
		SP:Iteration 26Q (47609.280000 sec): 3 clusters
  Score: Raw -580848.658097 + Penalty 2785.426919 = -578063.231178
  nChanged 24
		SP:Iteration 27Q (47609.460000 sec): 3 clusters
  Score: Raw -580860.252646 + Penalty 2785.426919 = -578074.825727
  nChanged 20
		SP:Iteration 28Q (47609.630000 sec): 3 clusters
  Score: Raw -580870.510538 + Penalty 2785.426919 = -578085.083619
  nChanged 19
		SP:Iteration 29Q (47609.790000 sec): 3 clusters
  Score: Raw -580878.125853 + Penalty 2785.426919 = -578092.698934
  nChanged 16
		SP:Iteration 30Q (47610.010000 sec): 3 clusters
  Score: Raw -580885.258178 + Penalty 2785.426919 = -578099.831259
  nChanged 15
		SP:Iteration 31Q (47610.180000 sec): 3 clusters
  Score: Raw -580892.829060 + Penalty 2785.426919 = -578107.402141
  nChanged 15
		SP:Iteration 32Q (47610.350000 sec): 3 clusters
  Score: Raw -580901.214582 + Penalty 2785.426919 = -578115.787663
  nChanged 17
		SP:Iteration 33Q (47610.530000 sec): 3 clusters
  Score: Raw -580909.638083 + Penalty 2785.426919 = -578124.211163
  nChanged 15
		SP:Iteration 34Q (47610.710000 sec): 3 clusters
  Score: Raw -580917.876160 + Penalty 2785.426919 = -578132.449241
  nChanged 18
		SP:Iteration 35Q (47610.950000 sec): 3 clusters
  Score: Raw -580931.027182 + Penalty 2785.426919 = -578145.600263
  nChanged 19
		SP:Iteration 36Q (47611.170000 sec): 3 clusters
  Score: Raw -580941.188488 + Penalty 2785.426919 = -578155.761569
  nChanged 17
		SP:Iteration 37Q (47611.310000 sec): 3 clusters
  Score: Raw -580949.879350 + Penalty 2785.426919 = -578164.452431
  nChanged 12
		SP:Iteration 38Q (47611.520000 sec): 3 clusters
  Score: Raw -580955.546124 + Penalty 2785.426919 = -578170.119205
  nChanged 6
		SP:Iteration 39Q (47611.730000 sec): 3 clusters
  Score: Raw -580957.662182 + Penalty 2785.426919 = -578172.235263
  nChanged 3
		SP:Iteration 40F (47611.920000 sec): 3 clusters
  Score: Raw -580958.273864 + Penalty 2785.426919 = -578172.846945
  nChanged 4
		SP:Iteration 41Q (47612.070000 sec): 3 clusters
  Score: Raw -580960.221923 + Penalty 2785.426919 = -578174.795004
  nChanged 5
		SP:Iteration 42Q (47612.260000 sec): 3 clusters
  Score: Raw -580962.606933 + Penalty 2785.426919 = -578177.180014
  nChanged 5
		SP:Iteration 43Q (47612.450000 sec): 3 clusters
  Score: Raw -580966.584005 + Penalty 2785.426919 = -578181.157086
  nChanged 12
		SP:Iteration 44Q (47612.680000 sec): 3 clusters
  Score: Raw -580972.332922 + Penalty 2785.426919 = -578186.906002
  nChanged 13
		SP:Iteration 45Q (47612.840000 sec): 3 clusters
  Score: Raw -580981.221642 + Penalty 2785.426919 = -578195.794723
  nChanged 11
		SP:Iteration 46Q (47613.060000 sec): 3 clusters
  Score: Raw -580991.861294 + Penalty 2785.426919 = -578206.434374
  nChanged 15
		SP:Iteration 47Q (47613.230000 sec): 3 clusters
  Score: Raw -581006.821192 + Penalty 2785.426919 = -578221.394273
  nChanged 16
		SP:Iteration 48Q (47613.410000 sec): 3 clusters
  Score: Raw -581015.695515 + Penalty 2785.426919 = -578230.268596
  nChanged 7
		SP:Iteration 49Q (47613.600000 sec): 3 clusters
  Score: Raw -581021.853947 + Penalty 2785.426919 = -578236.427028
  nChanged 10
		SP:Iteration 50Q (47613.790000 sec): 3 clusters
  Score: Raw -581029.191521 + Penalty 2785.426919 = -578243.764602
  nChanged 8
		SP:Iteration 51Q (47613.940000 sec): 3 clusters
  Score: Raw -581034.903514 + Penalty 2785.426919 = -578249.476595
  nChanged 5
		SP:Iteration 52Q (47614.120000 sec): 3 clusters
  Score: Raw -581036.757590 + Penalty 2785.426919 = -578251.330671
  nChanged 2
		SP:Iteration 53Q (47614.290000 sec): 3 clusters
  Score: Raw -581038.907196 + Penalty 2785.426919 = -578253.480276
  nChanged 6
		SP:Iteration 54Q (47614.500000 sec): 3 clusters
  Score: Raw -581042.983357 + Penalty 2785.426919 = -578257.556438
  nChanged 4
		SP:Iteration 55Q (47614.670000 sec): 3 clusters
  Score: Raw -581046.153316 + Penalty 2785.426919 = -578260.726397
  nChanged 4
		SP:Iteration 56Q (47614.850000 sec): 3 clusters
  Score: Raw -581047.753287 + Penalty 2785.426919 = -578262.326367
  nChanged 1
		SP:Iteration 57Q (47615.040000 sec): 3 clusters
  Score: Raw -581048.128950 + Penalty 2785.426919 = -578262.702031
  nChanged 0
		SP:Iteration 58F (47615.210000 sec): 3 clusters
  Score: Raw -581048.128950 + Penalty 2785.426919 = -578262.702031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (78499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47615.720000 sec): 2 clusters
  Score: Raw -9056550.998868 + Penalty 1831.511689 = -9054719.487178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47616.320000 sec): 3 clusters
  Score: Raw -9005569.314435 + Penalty 3663.023379 = -9001906.291056
  nChanged 37315
		SP:Iteration 1F (47616.930000 sec): 3 clusters
  Score: Raw -9027022.118229 + Penalty 3663.023379 = -9023359.094851
  nChanged 2080
		SP:Iteration 2Q (47617.600000 sec): 3 clusters
  Score: Raw -9027436.409299 + Penalty 3663.023379 = -9023773.385921
  nChanged 2179
		SP:Iteration 3Q (47618.300000 sec): 3 clusters
  Score: Raw -9027949.697788 + Penalty 3663.023379 = -9024286.674410
  nChanged 2576
		SP:Iteration 4Q (47618.950000 sec): 3 clusters
  Score: Raw -9028751.628203 + Penalty 3663.023379 = -9025088.604825
  nChanged 3339
		SP:Iteration 5Q (47619.640000 sec): 3 clusters
  Score: Raw -9030158.789460 + Penalty 3663.023379 = -9026495.766081
  nChanged 4628
		SP:Iteration 6F (47620.260000 sec): 3 clusters
  Score: Raw -9032804.150478 + Penalty 3663.023379 = -9029141.127099
  nChanged 6277
		SP:Iteration 7F (47620.880000 sec): 3 clusters
  Score: Raw -9037555.871561 + Penalty 3663.023379 = -9033892.848183
  nChanged 7241
		SP:Iteration 8F (47621.490000 sec): 3 clusters
  Score: Raw -9044326.267262 + Penalty 3663.023379 = -9040663.243883
  nChanged 6507
		SP:Iteration 9F (47622.090000 sec): 3 clusters
  Score: Raw -9051091.131211 + Penalty 3663.023379 = -9047428.107832
  nChanged 3783
		SP:Iteration 10Q (47622.730000 sec): 3 clusters
  Score: Raw -9054955.310332 + Penalty 3663.023379 = -9051292.286954
  nChanged 1308
		SP:Iteration 11Q (47623.280000 sec): 3 clusters
  Score: Raw -9056212.520206 + Penalty 3663.023379 = -9052549.496828
  nChanged 287
		SP:Iteration 12Q (47623.830000 sec): 3 clusters
  Score: Raw -9056531.868215 + Penalty 3663.023379 = -9052868.844837
  nChanged 52
		SP:Iteration 13Q (47624.360000 sec): 3 clusters
  Score: Raw -9056636.424104 + Penalty 3663.023379 = -9052973.400725
  nChanged 16
		SP:Iteration 14Q (47624.840000 sec): 3 clusters
  Score: Raw -9056673.841364 + Penalty 3663.023379 = -9053010.817985
  nChanged 13
		SP:Iteration 15Q (47625.330000 sec): 3 clusters
  Score: Raw -9056702.009360 + Penalty 3663.023379 = -9053038.985981
  nChanged 4
		SP:Iteration 16Q (47625.830000 sec): 3 clusters
  Score: Raw -9056711.801569 + Penalty 3663.023379 = -9053048.778190
  nChanged 4
		SP:Iteration 17Q (47626.310000 sec): 3 clusters
  Score: Raw -9056719.670717 + Penalty 3663.023379 = -9053056.647338
  nChanged 2
		SP:Iteration 18Q (47626.820000 sec): 3 clusters
  Score: Raw -9056722.445562 + Penalty 3663.023379 = -9053059.422184
  nChanged 2
		SP:Iteration 19Q (47627.380000 sec): 3 clusters
  Score: Raw -9056727.778561 + Penalty 3663.023379 = -9053064.755183
  nChanged 3
		SP:Iteration 20F (47627.960000 sec): 3 clusters
  Score: Raw -9056732.327699 + Penalty 3663.023379 = -9053069.304320
  nChanged 1
		SP:Iteration 21Q (47628.550000 sec): 3 clusters
  Score: Raw -9056733.165230 + Penalty 3663.023379 = -9053070.141851
  nChanged 0
		SP:Iteration 22F (47629.150000 sec): 3 clusters
  Score: Raw -9056733.165230 + Penalty 3663.023379 = -9053070.141851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47629.420000 sec): 2 clusters
  Score: Raw -2497163.982512 + Penalty 1641.550054 = -2495522.432458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47629.740000 sec): 3 clusters
  Score: Raw -2482142.777013 + Penalty 3283.100108 = -2478859.676905
  nChanged 11249
		SP:Iteration 1F (47630.060000 sec): 3 clusters
  Score: Raw -2488333.380405 + Penalty 3283.100108 = -2485050.280297
  nChanged 1217
		SP:Iteration 2Q (47630.430000 sec): 3 clusters
  Score: Raw -2488772.409652 + Penalty 3283.100108 = -2485489.309544
  nChanged 1159
		SP:Iteration 3Q (47630.720000 sec): 3 clusters
  Score: Raw -2489219.129400 + Penalty 3283.100108 = -2485936.029292
  nChanged 1146
		SP:Iteration 4Q (47631.040000 sec): 3 clusters
  Score: Raw -2489653.215096 + Penalty 3283.100108 = -2486370.114987
  nChanged 1106
		SP:Iteration 5Q (47631.350000 sec): 3 clusters
  Score: Raw -2490108.402777 + Penalty 3283.100108 = -2486825.302668
  nChanged 1124
		SP:Iteration 6Q (47631.600000 sec): 3 clusters
  Score: Raw -2490641.786461 + Penalty 3283.100108 = -2487358.686353
  nChanged 1179
		SP:Iteration 7Q (47631.910000 sec): 3 clusters
  Score: Raw -2491262.836829 + Penalty 3283.100108 = -2487979.736720
  nChanged 1235
		SP:Iteration 8F (47632.210000 sec): 3 clusters
  Score: Raw -2491994.746342 + Penalty 3283.100108 = -2488711.646233
  nChanged 1213
		SP:Iteration 9Q (47632.460000 sec): 3 clusters
  Score: Raw -2492733.159650 + Penalty 3283.100108 = -2489450.059541
  nChanged 1176
		SP:Iteration 10Q (47632.750000 sec): 3 clusters
  Score: Raw -2493480.178343 + Penalty 3283.100108 = -2490197.078234
  nChanged 1034
		SP:Iteration 11Q (47633.060000 sec): 3 clusters
  Score: Raw -2494088.698227 + Penalty 3283.100108 = -2490805.598118
  nChanged 868
		SP:Iteration 12Q (47633.370000 sec): 3 clusters
  Score: Raw -2494575.005103 + Penalty 3283.100108 = -2491291.904995
  nChanged 726
		SP:Iteration 13Q (47633.690000 sec): 3 clusters
  Score: Raw -2494917.465870 + Penalty 3283.100108 = -2491634.365762
  nChanged 571
		SP:Iteration 14Q (47634.000000 sec): 3 clusters
  Score: Raw -2495175.692270 + Penalty 3283.100108 = -2491892.592162
  nChanged 488
		SP:Iteration 15Q (47634.310000 sec): 3 clusters
  Score: Raw -2495396.576005 + Penalty 3283.100108 = -2492113.475897
  nChanged 438
		SP:Iteration 16Q (47634.590000 sec): 3 clusters
  Score: Raw -2495590.015513 + Penalty 3283.100108 = -2492306.915405
  nChanged 436
		SP:Iteration 17Q (47634.880000 sec): 3 clusters
  Score: Raw -2495783.044147 + Penalty 3283.100108 = -2492499.944039
  nChanged 386
		SP:Iteration 18Q (47635.180000 sec): 3 clusters
  Score: Raw -2495968.582863 + Penalty 3283.100108 = -2492685.482754
  nChanged 368
		SP:Iteration 19Q (47635.470000 sec): 3 clusters
  Score: Raw -2496146.700466 + Penalty 3283.100108 = -2492863.600358
  nChanged 341
		SP:Iteration 20F (47635.730000 sec): 3 clusters
  Score: Raw -2496311.137122 + Penalty 3283.100108 = -2493028.037014
  nChanged 307
		SP:Iteration 21Q (47636.020000 sec): 3 clusters
  Score: Raw -2496451.965336 + Penalty 3283.100108 = -2493168.865227
  nChanged 273
		SP:Iteration 22Q (47636.340000 sec): 3 clusters
  Score: Raw -2496568.778448 + Penalty 3283.100108 = -2493285.678340
  nChanged 230
		SP:Iteration 23Q (47636.640000 sec): 3 clusters
  Score: Raw -2496667.202033 + Penalty 3283.100108 = -2493384.101924
  nChanged 208
		SP:Iteration 24Q (47636.930000 sec): 3 clusters
  Score: Raw -2496755.039469 + Penalty 3283.100108 = -2493471.939361
  nChanged 197
		SP:Iteration 25Q (47637.200000 sec): 3 clusters
  Score: Raw -2496845.821727 + Penalty 3283.100108 = -2493562.721619
  nChanged 200
		SP:Iteration 26Q (47637.490000 sec): 3 clusters
  Score: Raw -2496941.180974 + Penalty 3283.100108 = -2493658.080866
  nChanged 182
		SP:Iteration 27Q (47637.740000 sec): 3 clusters
  Score: Raw -2497032.459787 + Penalty 3283.100108 = -2493749.359679
  nChanged 159
		SP:Iteration 28Q (47638.080000 sec): 3 clusters
  Score: Raw -2497115.280936 + Penalty 3283.100108 = -2493832.180828
  nChanged 140
		SP:Iteration 29Q (47638.350000 sec): 3 clusters
  Score: Raw -2497192.041543 + Penalty 3283.100108 = -2493908.941434
  nChanged 136
		SP:Iteration 30Q (47638.640000 sec): 3 clusters
  Score: Raw -2497271.078945 + Penalty 3283.100108 = -2493987.978836
  nChanged 110
		SP:Iteration 31Q (47638.910000 sec): 3 clusters
  Score: Raw -2497323.977677 + Penalty 3283.100108 = -2494040.877568
  nChanged 84
		SP:Iteration 32Q (47639.190000 sec): 3 clusters
  Score: Raw -2497367.624959 + Penalty 3283.100108 = -2494084.524851
  nChanged 60
		SP:Iteration 33Q (47639.530000 sec): 3 clusters
  Score: Raw -2497394.528348 + Penalty 3283.100108 = -2494111.428240
  nChanged 47
		SP:Iteration 34Q (47639.770000 sec): 3 clusters
  Score: Raw -2497414.172049 + Penalty 3283.100108 = -2494131.071941
  nChanged 46
		SP:Iteration 35Q (47640.020000 sec): 3 clusters
  Score: Raw -2497441.491217 + Penalty 3283.100108 = -2494158.391109
  nChanged 53
		SP:Iteration 36Q (47640.320000 sec): 3 clusters
  Score: Raw -2497467.818645 + Penalty 3283.100108 = -2494184.718537
  nChanged 39
		SP:Iteration 37Q (47640.630000 sec): 3 clusters
  Score: Raw -2497487.208972 + Penalty 3283.100108 = -2494204.108864
  nChanged 27
		SP:Iteration 38Q (47640.890000 sec): 3 clusters
  Score: Raw -2497496.587705 + Penalty 3283.100108 = -2494213.487597
  nChanged 25
		SP:Iteration 39Q (47641.230000 sec): 3 clusters
  Score: Raw -2497509.535121 + Penalty 3283.100108 = -2494226.435013
  nChanged 26
		SP:Iteration 40F (47641.560000 sec): 3 clusters
  Score: Raw -2497523.379998 + Penalty 3283.100108 = -2494240.279889
  nChanged 20
		SP:Iteration 41Q (47641.870000 sec): 3 clusters
  Score: Raw -2497536.278287 + Penalty 3283.100108 = -2494253.178179
  nChanged 16
		SP:Iteration 42Q (47642.190000 sec): 3 clusters
  Score: Raw -2497547.499712 + Penalty 3283.100108 = -2494264.399604
  nChanged 24
		SP:Iteration 43Q (47642.520000 sec): 3 clusters
  Score: Raw -2497561.341965 + Penalty 3283.100108 = -2494278.241857
  nChanged 11
		SP:Iteration 44Q (47642.830000 sec): 3 clusters
  Score: Raw -2497565.570988 + Penalty 3283.100108 = -2494282.470880
  nChanged 7
		SP:Iteration 45Q (47643.100000 sec): 3 clusters
  Score: Raw -2497569.395769 + Penalty 3283.100108 = -2494286.295661
  nChanged 5
		SP:Iteration 46Q (47643.430000 sec): 3 clusters
  Score: Raw -2497573.082139 + Penalty 3283.100108 = -2494289.982030
  nChanged 6
		SP:Iteration 47Q (47643.690000 sec): 3 clusters
  Score: Raw -2497575.453010 + Penalty 3283.100108 = -2494292.352902
  nChanged 3
		SP:Iteration 48Q (47643.990000 sec): 3 clusters
  Score: Raw -2497576.368684 + Penalty 3283.100108 = -2494293.268576
  nChanged 1
		SP:Iteration 49Q (47644.280000 sec): 3 clusters
  Score: Raw -2497577.073768 + Penalty 3283.100108 = -2494293.973659
  nChanged 3
		SP:Iteration 50Q (47644.640000 sec): 3 clusters
  Score: Raw -2497578.146094 + Penalty 3283.100108 = -2494295.045986
  nChanged 2
		SP:Iteration 51Q (47644.920000 sec): 3 clusters
  Score: Raw -2497579.436343 + Penalty 3283.100108 = -2494296.336234
  nChanged 1
		SP:Iteration 52Q (47645.250000 sec): 3 clusters
  Score: Raw -2497579.912789 + Penalty 3283.100108 = -2494296.812681
  nChanged 1
		SP:Iteration 53Q (47645.560000 sec): 3 clusters
  Score: Raw -2497580.168667 + Penalty 3283.100108 = -2494297.068559
  nChanged 0
		SP:Iteration 54F (47645.870000 sec): 3 clusters
  Score: Raw -2497580.168667 + Penalty 3283.100108 = -2494297.068559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47646.110000 sec): 2 clusters
  Score: Raw -2635366.115374 + Penalty 1640.547501 = -2633725.567874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47646.390000 sec): 3 clusters
  Score: Raw -2620621.665584 + Penalty 3281.095002 = -2617340.570582
  nChanged 11049
		SP:Iteration 1F (47646.740000 sec): 3 clusters
  Score: Raw -2626688.341931 + Penalty 3281.095002 = -2623407.246930
  nChanged 1125
		SP:Iteration 2Q (47647.070000 sec): 3 clusters
  Score: Raw -2627051.131206 + Penalty 3281.095002 = -2623770.036204
  nChanged 1045
		SP:Iteration 3Q (47647.400000 sec): 3 clusters
  Score: Raw -2627366.104400 + Penalty 3281.095002 = -2624085.009399
  nChanged 960
		SP:Iteration 4Q (47647.710000 sec): 3 clusters
  Score: Raw -2627677.215627 + Penalty 3281.095002 = -2624396.120626
  nChanged 979
		SP:Iteration 5Q (47648.080000 sec): 3 clusters
  Score: Raw -2628021.694958 + Penalty 3281.095002 = -2624740.599957
  nChanged 1043
		SP:Iteration 6Q (47648.420000 sec): 3 clusters
  Score: Raw -2628450.947934 + Penalty 3281.095002 = -2625169.852932
  nChanged 1199
		SP:Iteration 7Q (47648.770000 sec): 3 clusters
  Score: Raw -2629015.758227 + Penalty 3281.095002 = -2625734.663225
  nChanged 1313
		SP:Iteration 8F (47649.120000 sec): 3 clusters
  Score: Raw -2629752.878570 + Penalty 3281.095002 = -2626471.783568
  nChanged 1434
		SP:Iteration 9F (47649.480000 sec): 3 clusters
  Score: Raw -2630687.473929 + Penalty 3281.095002 = -2627406.378927
  nChanged 1459
		SP:Iteration 10F (47649.780000 sec): 3 clusters
  Score: Raw -2631787.402693 + Penalty 3281.095002 = -2628506.307691
  nChanged 1375
		SP:Iteration 11F (47650.100000 sec): 3 clusters
  Score: Raw -2632902.071628 + Penalty 3281.095002 = -2629620.976627
  nChanged 1170
		SP:Iteration 12Q (47650.440000 sec): 3 clusters
  Score: Raw -2633892.414036 + Penalty 3281.095002 = -2630611.319034
  nChanged 844
		SP:Iteration 13Q (47650.740000 sec): 3 clusters
  Score: Raw -2634596.106485 + Penalty 3281.095002 = -2631315.011483
  nChanged 503
		SP:Iteration 14Q (47651.080000 sec): 3 clusters
  Score: Raw -2635008.367048 + Penalty 3281.095002 = -2631727.272046
  nChanged 314
		SP:Iteration 15Q (47651.400000 sec): 3 clusters
  Score: Raw -2635264.260569 + Penalty 3281.095002 = -2631983.165567
  nChanged 162
		SP:Iteration 16Q (47651.700000 sec): 3 clusters
  Score: Raw -2635396.502171 + Penalty 3281.095002 = -2632115.407169
  nChanged 96
		SP:Iteration 17Q (47651.990000 sec): 3 clusters
  Score: Raw -2635485.285061 + Penalty 3281.095002 = -2632204.190059
  nChanged 56
		SP:Iteration 18Q (47652.320000 sec): 3 clusters
  Score: Raw -2635536.860776 + Penalty 3281.095002 = -2632255.765774
  nChanged 40
		SP:Iteration 19Q (47652.580000 sec): 3 clusters
  Score: Raw -2635571.950072 + Penalty 3281.095002 = -2632290.855070
  nChanged 22
		SP:Iteration 20F (47652.880000 sec): 3 clusters
  Score: Raw -2635594.819863 + Penalty 3281.095002 = -2632313.724861
  nChanged 16
		SP:Iteration 21Q (47653.140000 sec): 3 clusters
  Score: Raw -2635608.415815 + Penalty 3281.095002 = -2632327.320814
  nChanged 8
		SP:Iteration 22Q (47653.420000 sec): 3 clusters
  Score: Raw -2635613.399688 + Penalty 3281.095002 = -2632332.304686
  nChanged 7
		SP:Iteration 23Q (47653.690000 sec): 3 clusters
  Score: Raw -2635618.672069 + Penalty 3281.095002 = -2632337.577067
  nChanged 6
		SP:Iteration 24Q (47653.960000 sec): 3 clusters
  Score: Raw -2635625.937463 + Penalty 3281.095002 = -2632344.842461
  nChanged 6
		SP:Iteration 25Q (47654.260000 sec): 3 clusters
  Score: Raw -2635631.133189 + Penalty 3281.095002 = -2632350.038187
  nChanged 5
		SP:Iteration 26Q (47654.550000 sec): 3 clusters
  Score: Raw -2635635.805667 + Penalty 3281.095002 = -2632354.710666
  nChanged 4
		SP:Iteration 27Q (47654.820000 sec): 3 clusters
  Score: Raw -2635641.399218 + Penalty 3281.095002 = -2632360.304216
  nChanged 4
		SP:Iteration 28Q (47655.100000 sec): 3 clusters
  Score: Raw -2635645.435138 + Penalty 3281.095002 = -2632364.340136
  nChanged 4
		SP:Iteration 29Q (47655.400000 sec): 3 clusters
  Score: Raw -2635648.862729 + Penalty 3281.095002 = -2632367.767727
  nChanged 4
		SP:Iteration 30Q (47655.630000 sec): 3 clusters
  Score: Raw -2635651.778224 + Penalty 3281.095002 = -2632370.683222
  nChanged 1
		SP:Iteration 31Q (47655.940000 sec): 3 clusters
  Score: Raw -2635652.653954 + Penalty 3281.095002 = -2632371.558952
  nChanged 1
		SP:Iteration 32Q (47656.280000 sec): 3 clusters
  Score: Raw -2635653.137888 + Penalty 3281.095002 = -2632372.042886
  nChanged 0
		SP:Iteration 33F (47656.580000 sec): 3 clusters
  Score: Raw -2635653.137888 + Penalty 3281.095002 = -2632372.042886
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47656.670000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47656.820000 sec): 3 clusters
  Score: Raw -347735.706692 + Penalty 2628.782587 = -345106.924106
  nChanged 1293
		SP:Iteration 1F (47657.040000 sec): 3 clusters
  Score: Raw -348550.216528 + Penalty 2628.782587 = -345921.433941
  nChanged 260
		SP:Iteration 2F (47657.240000 sec): 3 clusters
  Score: Raw -348737.160976 + Penalty 2628.782587 = -346108.378389
  nChanged 167
		SP:Iteration 3F (47657.430000 sec): 3 clusters
  Score: Raw -348833.981363 + Penalty 2628.782587 = -346205.198776
  nChanged 119
		SP:Iteration 4Q (47657.610000 sec): 3 clusters
  Score: Raw -348907.315827 + Penalty 2628.782587 = -346278.533240
  nChanged 102
		SP:Iteration 5Q (47657.770000 sec): 3 clusters
  Score: Raw -348965.709045 + Penalty 2628.782587 = -346336.926458
  nChanged 91
		SP:Iteration 6Q (47657.960000 sec): 3 clusters
  Score: Raw -349013.370421 + Penalty 2628.782587 = -346384.587835
  nChanged 73
		SP:Iteration 7Q (47658.120000 sec): 3 clusters
  Score: Raw -349050.883291 + Penalty 2628.782587 = -346422.100705
  nChanged 70
		SP:Iteration 8Q (47658.360000 sec): 3 clusters
  Score: Raw -349085.478147 + Penalty 2628.782587 = -346456.695560
  nChanged 68
		SP:Iteration 9Q (47658.530000 sec): 3 clusters
  Score: Raw -349122.905674 + Penalty 2628.782587 = -346494.123088
  nChanged 67
		SP:Iteration 10Q (47658.740000 sec): 3 clusters
  Score: Raw -349158.786329 + Penalty 2628.782587 = -346530.003742
  nChanged 62
		SP:Iteration 11Q (47658.900000 sec): 3 clusters
  Score: Raw -349188.913698 + Penalty 2628.782587 = -346560.131111
  nChanged 57
		SP:Iteration 12Q (47659.030000 sec): 3 clusters
  Score: Raw -349214.076334 + Penalty 2628.782587 = -346585.293747
  nChanged 38
		SP:Iteration 13Q (47659.180000 sec): 3 clusters
  Score: Raw -349229.514657 + Penalty 2628.782587 = -346600.732071
  nChanged 39
		SP:Iteration 14Q (47659.340000 sec): 3 clusters
  Score: Raw -349244.001491 + Penalty 2628.782587 = -346615.218904
  nChanged 29
		SP:Iteration 15Q (47659.530000 sec): 3 clusters
  Score: Raw -349256.388428 + Penalty 2628.782587 = -346627.605841
  nChanged 26
		SP:Iteration 16Q (47659.660000 sec): 3 clusters
  Score: Raw -349269.305407 + Penalty 2628.782587 = -346640.522820
  nChanged 26
		SP:Iteration 17Q (47659.830000 sec): 3 clusters
  Score: Raw -349282.295294 + Penalty 2628.782587 = -346653.512707
  nChanged 30
		SP:Iteration 18Q (47659.980000 sec): 3 clusters
  Score: Raw -349298.468796 + Penalty 2628.782587 = -346669.686209
  nChanged 37
		SP:Iteration 19Q (47660.120000 sec): 3 clusters
  Score: Raw -349316.303781 + Penalty 2628.782587 = -346687.521195
  nChanged 31
		SP:Iteration 20F (47660.270000 sec): 3 clusters
  Score: Raw -349330.696117 + Penalty 2628.782587 = -346701.913530
  nChanged 25
		SP:Iteration 21Q (47660.360000 sec): 3 clusters
  Score: Raw -349341.807100 + Penalty 2628.782587 = -346713.024513
  nChanged 24
		SP:Iteration 22Q (47660.480000 sec): 3 clusters
  Score: Raw -349351.415740 + Penalty 2628.782587 = -346722.633153
  nChanged 21
		SP:Iteration 23Q (47660.620000 sec): 3 clusters
  Score: Raw -349360.696998 + Penalty 2628.782587 = -346731.914412
  nChanged 28
		SP:Iteration 24Q (47660.740000 sec): 3 clusters
  Score: Raw -349371.009896 + Penalty 2628.782587 = -346742.227309
  nChanged 27
		SP:Iteration 25Q (47660.880000 sec): 3 clusters
  Score: Raw -349378.421166 + Penalty 2628.782587 = -346749.638580
  nChanged 18
		SP:Iteration 26Q (47661.010000 sec): 3 clusters
  Score: Raw -349384.520028 + Penalty 2628.782587 = -346755.737442
  nChanged 20
		SP:Iteration 27Q (47661.170000 sec): 3 clusters
  Score: Raw -349392.506875 + Penalty 2628.782587 = -346763.724288
  nChanged 24
		SP:Iteration 28Q (47661.320000 sec): 3 clusters
  Score: Raw -349404.642451 + Penalty 2628.782587 = -346775.859864
  nChanged 19
		SP:Iteration 29Q (47661.460000 sec): 3 clusters
  Score: Raw -349412.730665 + Penalty 2628.782587 = -346783.948078
  nChanged 17
		SP:Iteration 30Q (47661.660000 sec): 3 clusters
  Score: Raw -349421.722649 + Penalty 2628.782587 = -346792.940062
  nChanged 19
		SP:Iteration 31Q (47661.840000 sec): 3 clusters
  Score: Raw -349429.935583 + Penalty 2628.782587 = -346801.152996
  nChanged 12
		SP:Iteration 32Q (47661.980000 sec): 3 clusters
  Score: Raw -349434.498418 + Penalty 2628.782587 = -346805.715832
  nChanged 9
		SP:Iteration 33Q (47662.160000 sec): 3 clusters
  Score: Raw -349438.012209 + Penalty 2628.782587 = -346809.229623
  nChanged 11
		SP:Iteration 34Q (47662.300000 sec): 3 clusters
  Score: Raw -349443.591780 + Penalty 2628.782587 = -346814.809193
  nChanged 13
		SP:Iteration 35Q (47662.460000 sec): 3 clusters
  Score: Raw -349450.319410 + Penalty 2628.782587 = -346821.536824
  nChanged 9
		SP:Iteration 36Q (47662.640000 sec): 3 clusters
  Score: Raw -349454.163075 + Penalty 2628.782587 = -346825.380488
  nChanged 9
		SP:Iteration 37Q (47662.840000 sec): 3 clusters
  Score: Raw -349456.330527 + Penalty 2628.782587 = -346827.547940
  nChanged 4
		SP:Iteration 38Q (47663.000000 sec): 3 clusters
  Score: Raw -349457.960754 + Penalty 2628.782587 = -346829.178167
  nChanged 3
		SP:Iteration 39Q (47663.190000 sec): 3 clusters
  Score: Raw -349459.399720 + Penalty 2628.782587 = -346830.617133
  nChanged 4
		SP:Iteration 40F (47663.350000 sec): 3 clusters
  Score: Raw -349460.272962 + Penalty 2628.782587 = -346831.490375
  nChanged 1
		SP:Iteration 41Q (47663.550000 sec): 3 clusters
  Score: Raw -349460.417328 + Penalty 2628.782587 = -346831.634742
  nChanged 1
		SP:Iteration 42Q (47663.710000 sec): 3 clusters
  Score: Raw -349460.818794 + Penalty 2628.782587 = -346832.036208
  nChanged 1
		SP:Iteration 43Q (47663.890000 sec): 3 clusters
  Score: Raw -349461.144418 + Penalty 2628.782587 = -346832.361831
  nChanged 0
		SP:Iteration 44F (47664.060000 sec): 3 clusters
  Score: Raw -349461.144418 + Penalty 2628.782587 = -346832.361831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47664.190000 sec): 2 clusters
  Score: Raw -481421.525698 + Penalty 1377.410319 = -480044.115379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47664.330000 sec): 3 clusters
  Score: Raw -478938.698343 + Penalty 2754.820639 = -476183.877704
  nChanged 1986
		SP:Iteration 1F (47664.500000 sec): 3 clusters
  Score: Raw -480222.140935 + Penalty 2754.820639 = -477467.320296
  nChanged 386
		SP:Iteration 2F (47664.660000 sec): 3 clusters
  Score: Raw -480501.157912 + Penalty 2754.820639 = -477746.337273
  nChanged 303
		SP:Iteration 3F (47664.870000 sec): 3 clusters
  Score: Raw -480731.585834 + Penalty 2754.820639 = -477976.765195
  nChanged 274
		SP:Iteration 4F (47665.030000 sec): 3 clusters
  Score: Raw -480951.595227 + Penalty 2754.820639 = -478196.774588
  nChanged 254
		SP:Iteration 5F (47665.240000 sec): 3 clusters
  Score: Raw -481144.891382 + Penalty 2754.820639 = -478390.070743
  nChanged 214
		SP:Iteration 6Q (47665.390000 sec): 3 clusters
  Score: Raw -481303.299137 + Penalty 2754.820639 = -478548.478498
  nChanged 184
		SP:Iteration 7Q (47665.580000 sec): 3 clusters
  Score: Raw -481434.920324 + Penalty 2754.820639 = -478680.099685
  nChanged 160
		SP:Iteration 8Q (47665.750000 sec): 3 clusters
  Score: Raw -481533.019387 + Penalty 2754.820639 = -478778.198748
  nChanged 125
		SP:Iteration 9Q (47665.920000 sec): 3 clusters
  Score: Raw -481596.776989 + Penalty 2754.820639 = -478841.956350
  nChanged 105
		SP:Iteration 10Q (47666.120000 sec): 3 clusters
  Score: Raw -481642.648486 + Penalty 2754.820639 = -478887.827847
  nChanged 80
		SP:Iteration 11Q (47666.300000 sec): 3 clusters
  Score: Raw -481674.374448 + Penalty 2754.820639 = -478919.553809
  nChanged 58
		SP:Iteration 12Q (47666.460000 sec): 3 clusters
  Score: Raw -481694.591764 + Penalty 2754.820639 = -478939.771125
  nChanged 37
		SP:Iteration 13Q (47666.690000 sec): 3 clusters
  Score: Raw -481709.321050 + Penalty 2754.820639 = -478954.500411
  nChanged 38
		SP:Iteration 14Q (47666.840000 sec): 3 clusters
  Score: Raw -481726.154399 + Penalty 2754.820639 = -478971.333760
  nChanged 39
		SP:Iteration 15Q (47667.050000 sec): 3 clusters
  Score: Raw -481744.327618 + Penalty 2754.820639 = -478989.506979
  nChanged 37
		SP:Iteration 16Q (47667.240000 sec): 3 clusters
  Score: Raw -481762.113842 + Penalty 2754.820639 = -479007.293203
  nChanged 40
		SP:Iteration 17Q (47667.370000 sec): 3 clusters
  Score: Raw -481779.747131 + Penalty 2754.820639 = -479024.926492
  nChanged 33
		SP:Iteration 18Q (47667.530000 sec): 3 clusters
  Score: Raw -481792.534906 + Penalty 2754.820639 = -479037.714267
  nChanged 27
		SP:Iteration 19Q (47667.710000 sec): 3 clusters
  Score: Raw -481805.250129 + Penalty 2754.820639 = -479050.429490
  nChanged 25
		SP:Iteration 20F (47667.870000 sec): 3 clusters
  Score: Raw -481818.712691 + Penalty 2754.820639 = -479063.892052
  nChanged 31
		SP:Iteration 21Q (47668.060000 sec): 3 clusters
  Score: Raw -481833.930219 + Penalty 2754.820639 = -479079.109580
  nChanged 33
		SP:Iteration 22Q (47668.270000 sec): 3 clusters
  Score: Raw -481852.918993 + Penalty 2754.820639 = -479098.098354
  nChanged 28
		SP:Iteration 23Q (47668.450000 sec): 3 clusters
  Score: Raw -481870.323619 + Penalty 2754.820639 = -479115.502980
  nChanged 35
		SP:Iteration 24Q (47668.590000 sec): 3 clusters
  Score: Raw -481900.955115 + Penalty 2754.820639 = -479146.134476
  nChanged 40
		SP:Iteration 25Q (47668.770000 sec): 3 clusters
  Score: Raw -481926.694566 + Penalty 2754.820639 = -479171.873927
  nChanged 41
		SP:Iteration 26Q (47668.930000 sec): 3 clusters
  Score: Raw -481948.039400 + Penalty 2754.820639 = -479193.218761
  nChanged 29
		SP:Iteration 27Q (47669.110000 sec): 3 clusters
  Score: Raw -481962.574736 + Penalty 2754.820639 = -479207.754097
  nChanged 23
		SP:Iteration 28Q (47669.320000 sec): 3 clusters
  Score: Raw -481973.368021 + Penalty 2754.820639 = -479218.547382
  nChanged 23
		SP:Iteration 29Q (47669.540000 sec): 3 clusters
  Score: Raw -481979.619267 + Penalty 2754.820639 = -479224.798628
  nChanged 15
		SP:Iteration 30Q (47669.720000 sec): 3 clusters
  Score: Raw -481983.012496 + Penalty 2754.820639 = -479228.191857
  nChanged 10
		SP:Iteration 31Q (47669.950000 sec): 3 clusters
  Score: Raw -481986.723032 + Penalty 2754.820639 = -479231.902393
  nChanged 11
		SP:Iteration 32Q (47670.140000 sec): 3 clusters
  Score: Raw -481991.297911 + Penalty 2754.820639 = -479236.477272
  nChanged 8
		SP:Iteration 33Q (47670.300000 sec): 3 clusters
  Score: Raw -481995.812124 + Penalty 2754.820639 = -479240.991485
  nChanged 8
		SP:Iteration 34Q (47670.520000 sec): 3 clusters
  Score: Raw -482002.166437 + Penalty 2754.820639 = -479247.345798
  nChanged 12
		SP:Iteration 35Q (47670.700000 sec): 3 clusters
  Score: Raw -482006.462716 + Penalty 2754.820639 = -479251.642077
  nChanged 13
		SP:Iteration 36Q (47670.910000 sec): 3 clusters
  Score: Raw -482010.475596 + Penalty 2754.820639 = -479255.654957
  nChanged 10
		SP:Iteration 37Q (47671.100000 sec): 3 clusters
  Score: Raw -482012.981837 + Penalty 2754.820639 = -479258.161198
  nChanged 8
		SP:Iteration 38Q (47671.290000 sec): 3 clusters
  Score: Raw -482016.280866 + Penalty 2754.820639 = -479261.460227
  nChanged 9
		SP:Iteration 39Q (47671.500000 sec): 3 clusters
  Score: Raw -482019.452195 + Penalty 2754.820639 = -479264.631556
  nChanged 8
		SP:Iteration 40F (47671.700000 sec): 3 clusters
  Score: Raw -482022.486406 + Penalty 2754.820639 = -479267.665767
  nChanged 5
		SP:Iteration 41Q (47671.880000 sec): 3 clusters
  Score: Raw -482024.085186 + Penalty 2754.820639 = -479269.264547
  nChanged 5
		SP:Iteration 42Q (47672.050000 sec): 3 clusters
  Score: Raw -482025.518836 + Penalty 2754.820639 = -479270.698197
  nChanged 5
		SP:Iteration 43Q (47672.260000 sec): 3 clusters
  Score: Raw -482027.805723 + Penalty 2754.820639 = -479272.985084
  nChanged 6
		SP:Iteration 44Q (47672.420000 sec): 3 clusters
  Score: Raw -482029.391912 + Penalty 2754.820639 = -479274.571273
  nChanged 2
		SP:Iteration 45Q (47672.590000 sec): 3 clusters
  Score: Raw -482029.972550 + Penalty 2754.820639 = -479275.151911
  nChanged 2
		SP:Iteration 46Q (47672.780000 sec): 3 clusters
  Score: Raw -482030.298645 + Penalty 2754.820639 = -479275.478006
  nChanged 2
		SP:Iteration 47Q (47672.940000 sec): 3 clusters
  Score: Raw -482030.683993 + Penalty 2754.820639 = -479275.863354
  nChanged 2
		SP:Iteration 48Q (47673.110000 sec): 3 clusters
  Score: Raw -482031.131093 + Penalty 2754.820639 = -479276.310454
  nChanged 0
		SP:Iteration 49F (47673.340000 sec): 3 clusters
  Score: Raw -482031.131093 + Penalty 2754.820639 = -479276.310454
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47673.470000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47673.640000 sec): 3 clusters
  Score: Raw -437334.066048 + Penalty 2710.803298 = -434623.262750
  nChanged 1667
		SP:Iteration 1F (47673.830000 sec): 3 clusters
  Score: Raw -438430.492961 + Penalty 2710.803298 = -435719.689663
  nChanged 387
		SP:Iteration 2F (47674.030000 sec): 3 clusters
  Score: Raw -438723.980717 + Penalty 2710.803298 = -436013.177418
  nChanged 306
		SP:Iteration 3F (47674.270000 sec): 3 clusters
  Score: Raw -438993.138751 + Penalty 2710.803298 = -436282.335452
  nChanged 261
		SP:Iteration 4F (47674.440000 sec): 3 clusters
  Score: Raw -439225.573392 + Penalty 2710.803298 = -436514.770094
  nChanged 235
		SP:Iteration 5F (47674.630000 sec): 3 clusters
  Score: Raw -439388.004312 + Penalty 2710.803298 = -436677.201013
  nChanged 173
		SP:Iteration 6Q (47674.770000 sec): 3 clusters
  Score: Raw -439516.796370 + Penalty 2710.803298 = -436805.993071
  nChanged 152
		SP:Iteration 7Q (47674.950000 sec): 3 clusters
  Score: Raw -439641.211201 + Penalty 2710.803298 = -436930.407903
  nChanged 136
		SP:Iteration 8Q (47675.150000 sec): 3 clusters
  Score: Raw -439727.378980 + Penalty 2710.803298 = -437016.575682
  nChanged 105
		SP:Iteration 9Q (47675.300000 sec): 3 clusters
  Score: Raw -439794.337645 + Penalty 2710.803298 = -437083.534347
  nChanged 73
		SP:Iteration 10Q (47675.510000 sec): 3 clusters
  Score: Raw -439828.894270 + Penalty 2710.803298 = -437118.090972
  nChanged 57
		SP:Iteration 11Q (47675.660000 sec): 3 clusters
  Score: Raw -439866.976323 + Penalty 2710.803298 = -437156.173025
  nChanged 48
		SP:Iteration 12Q (47675.800000 sec): 3 clusters
  Score: Raw -439896.898961 + Penalty 2710.803298 = -437186.095663
  nChanged 50
		SP:Iteration 13Q (47675.910000 sec): 3 clusters
  Score: Raw -439929.347696 + Penalty 2710.803298 = -437218.544397
  nChanged 42
		SP:Iteration 14Q (47676.090000 sec): 3 clusters
  Score: Raw -439952.726528 + Penalty 2710.803298 = -437241.923229
  nChanged 41
		SP:Iteration 15Q (47676.260000 sec): 3 clusters
  Score: Raw -439969.364736 + Penalty 2710.803298 = -437258.561437
  nChanged 32
		SP:Iteration 16Q (47676.510000 sec): 3 clusters
  Score: Raw -439979.996511 + Penalty 2710.803298 = -437269.193212
  nChanged 21
		SP:Iteration 17Q (47676.690000 sec): 3 clusters
  Score: Raw -439986.075943 + Penalty 2710.803298 = -437275.272645
  nChanged 22
		SP:Iteration 18Q (47676.870000 sec): 3 clusters
  Score: Raw -439991.721679 + Penalty 2710.803298 = -437280.918380
  nChanged 10
		SP:Iteration 19Q (47677.040000 sec): 3 clusters
  Score: Raw -439994.205040 + Penalty 2710.803298 = -437283.401742
  nChanged 10
		SP:Iteration 20F (47677.220000 sec): 3 clusters
  Score: Raw -439996.920930 + Penalty 2710.803298 = -437286.117631
  nChanged 13
		SP:Iteration 21Q (47677.410000 sec): 3 clusters
  Score: Raw -440000.157111 + Penalty 2710.803298 = -437289.353813
  nChanged 12
		SP:Iteration 22Q (47677.540000 sec): 3 clusters
  Score: Raw -440003.362571 + Penalty 2710.803298 = -437292.559273
  nChanged 14
		SP:Iteration 23Q (47677.720000 sec): 3 clusters
  Score: Raw -440006.872970 + Penalty 2710.803298 = -437296.069672
  nChanged 10
		SP:Iteration 24Q (47677.890000 sec): 3 clusters
  Score: Raw -440009.129152 + Penalty 2710.803298 = -437298.325853
  nChanged 7
		SP:Iteration 25Q (47678.050000 sec): 3 clusters
  Score: Raw -440011.024768 + Penalty 2710.803298 = -437300.221470
  nChanged 7
		SP:Iteration 26Q (47678.220000 sec): 3 clusters
  Score: Raw -440012.534317 + Penalty 2710.803298 = -437301.731018
  nChanged 7
		SP:Iteration 27Q (47678.400000 sec): 3 clusters
  Score: Raw -440014.253791 + Penalty 2710.803298 = -437303.450493
  nChanged 13
		SP:Iteration 28Q (47678.550000 sec): 3 clusters
  Score: Raw -440018.957151 + Penalty 2710.803298 = -437308.153852
  nChanged 9
		SP:Iteration 29Q (47678.720000 sec): 3 clusters
  Score: Raw -440021.583755 + Penalty 2710.803298 = -437310.780456
  nChanged 9
		SP:Iteration 30Q (47678.930000 sec): 3 clusters
  Score: Raw -440024.548550 + Penalty 2710.803298 = -437313.745251
  nChanged 18
		SP:Iteration 31Q (47679.110000 sec): 3 clusters
  Score: Raw -440031.189966 + Penalty 2710.803298 = -437320.386667
  nChanged 19
		SP:Iteration 32Q (47679.320000 sec): 3 clusters
  Score: Raw -440039.804259 + Penalty 2710.803298 = -437329.000961
  nChanged 25
		SP:Iteration 33Q (47679.470000 sec): 3 clusters
  Score: Raw -440049.295333 + Penalty 2710.803298 = -437338.492034
  nChanged 21
		SP:Iteration 34Q (47679.650000 sec): 3 clusters
  Score: Raw -440055.138632 + Penalty 2710.803298 = -437344.335333
  nChanged 17
		SP:Iteration 35Q (47679.860000 sec): 3 clusters
  Score: Raw -440059.719109 + Penalty 2710.803298 = -437348.915811
  nChanged 18
		SP:Iteration 36Q (47680.010000 sec): 3 clusters
  Score: Raw -440064.064239 + Penalty 2710.803298 = -437353.260941
  nChanged 12
		SP:Iteration 37Q (47680.220000 sec): 3 clusters
  Score: Raw -440066.821944 + Penalty 2710.803298 = -437356.018646
  nChanged 10
		SP:Iteration 38Q (47680.410000 sec): 3 clusters
  Score: Raw -440070.055654 + Penalty 2710.803298 = -437359.252355
  nChanged 14
		SP:Iteration 39Q (47680.610000 sec): 3 clusters
  Score: Raw -440073.706703 + Penalty 2710.803298 = -437362.903405
  nChanged 6
		SP:Iteration 40F (47680.800000 sec): 3 clusters
  Score: Raw -440075.019310 + Penalty 2710.803298 = -437364.216011
  nChanged 7
		SP:Iteration 41Q (47680.970000 sec): 3 clusters
  Score: Raw -440076.279383 + Penalty 2710.803298 = -437365.476084
  nChanged 3
		SP:Iteration 42Q (47681.130000 sec): 3 clusters
  Score: Raw -440077.003116 + Penalty 2710.803298 = -437366.199818
  nChanged 2
		SP:Iteration 43Q (47681.320000 sec): 3 clusters
  Score: Raw -440077.694838 + Penalty 2710.803298 = -437366.891540
  nChanged 2
		SP:Iteration 44Q (47681.500000 sec): 3 clusters
  Score: Raw -440078.252292 + Penalty 2710.803298 = -437367.448993
  nChanged 3
		SP:Iteration 45Q (47681.720000 sec): 3 clusters
  Score: Raw -440078.853276 + Penalty 2710.803298 = -437368.049978
  nChanged 3
		SP:Iteration 46Q (47681.880000 sec): 3 clusters
  Score: Raw -440079.450416 + Penalty 2710.803298 = -437368.647118
  nChanged 2
		SP:Iteration 47Q (47682.040000 sec): 3 clusters
  Score: Raw -440079.978614 + Penalty 2710.803298 = -437369.175316
  nChanged 2
		SP:Iteration 48Q (47682.190000 sec): 3 clusters
  Score: Raw -440080.368571 + Penalty 2710.803298 = -437369.565272
  nChanged 3
		SP:Iteration 49Q (47682.400000 sec): 3 clusters
  Score: Raw -440080.960653 + Penalty 2710.803298 = -437370.157355
  nChanged 2
		SP:Iteration 50Q (47682.580000 sec): 3 clusters
  Score: Raw -440081.391393 + Penalty 2710.803298 = -437370.588094
  nChanged 2
		SP:Iteration 51Q (47682.740000 sec): 3 clusters
  Score: Raw -440081.879684 + Penalty 2710.803298 = -437371.076386
  nChanged 1
		SP:Iteration 52Q (47682.960000 sec): 3 clusters
  Score: Raw -440082.032952 + Penalty 2710.803298 = -437371.229654
  nChanged 0
		SP:Iteration 53F (47683.140000 sec): 3 clusters
  Score: Raw -440082.032952 + Penalty 2710.803298 = -437371.229654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47683.290000 sec): 2 clusters
  Score: Raw -684620.794319 + Penalty 1419.940312 = -683200.854006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47683.480000 sec): 3 clusters
  Score: Raw -681301.673222 + Penalty 2839.880625 = -678461.792597
  nChanged 2576
		SP:Iteration 1F (47683.690000 sec): 3 clusters
  Score: Raw -682671.889199 + Penalty 2839.880625 = -679832.008574
  nChanged 392
		SP:Iteration 2F (47683.850000 sec): 3 clusters
  Score: Raw -682876.739903 + Penalty 2839.880625 = -680036.859278
  nChanged 314
		SP:Iteration 3F (47684.040000 sec): 3 clusters
  Score: Raw -683035.602847 + Penalty 2839.880625 = -680195.722222
  nChanged 276
		SP:Iteration 4Q (47684.240000 sec): 3 clusters
  Score: Raw -683174.161477 + Penalty 2839.880625 = -680334.280852
  nChanged 223
		SP:Iteration 5Q (47684.460000 sec): 3 clusters
  Score: Raw -683287.045130 + Penalty 2839.880625 = -680447.164505
  nChanged 226
		SP:Iteration 6Q (47684.650000 sec): 3 clusters
  Score: Raw -683430.970690 + Penalty 2839.880625 = -680591.090066
  nChanged 263
		SP:Iteration 7Q (47684.850000 sec): 3 clusters
  Score: Raw -683607.339779 + Penalty 2839.880625 = -680767.459154
  nChanged 250
		SP:Iteration 8Q (47685.110000 sec): 3 clusters
  Score: Raw -683783.950521 + Penalty 2839.880625 = -680944.069896
  nChanged 245
		SP:Iteration 9Q (47685.270000 sec): 3 clusters
  Score: Raw -683971.275923 + Penalty 2839.880625 = -681131.395298
  nChanged 234
		SP:Iteration 10Q (47685.500000 sec): 3 clusters
  Score: Raw -684150.275921 + Penalty 2839.880625 = -681310.395296
  nChanged 184
		SP:Iteration 11Q (47685.660000 sec): 3 clusters
  Score: Raw -684284.819119 + Penalty 2839.880625 = -681444.938494
  nChanged 156
		SP:Iteration 12Q (47685.900000 sec): 3 clusters
  Score: Raw -684413.866682 + Penalty 2839.880625 = -681573.986057
  nChanged 118
		SP:Iteration 13Q (47686.070000 sec): 3 clusters
  Score: Raw -684510.721672 + Penalty 2839.880625 = -681670.841047
  nChanged 88
		SP:Iteration 14Q (47686.320000 sec): 3 clusters
  Score: Raw -684586.484592 + Penalty 2839.880625 = -681746.603967
  nChanged 69
		SP:Iteration 15Q (47686.480000 sec): 3 clusters
  Score: Raw -684646.609889 + Penalty 2839.880625 = -681806.729264
  nChanged 49
		SP:Iteration 16Q (47686.710000 sec): 3 clusters
  Score: Raw -684688.527912 + Penalty 2839.880625 = -681848.647287
  nChanged 40
		SP:Iteration 17Q (47686.880000 sec): 3 clusters
  Score: Raw -684724.345749 + Penalty 2839.880625 = -681884.465124
  nChanged 38
		SP:Iteration 18Q (47687.070000 sec): 3 clusters
  Score: Raw -684760.839094 + Penalty 2839.880625 = -681920.958470
  nChanged 36
		SP:Iteration 19Q (47687.270000 sec): 3 clusters
  Score: Raw -684793.936467 + Penalty 2839.880625 = -681954.055842
  nChanged 31
		SP:Iteration 20F (47687.490000 sec): 3 clusters
  Score: Raw -684816.506412 + Penalty 2839.880625 = -681976.625788
  nChanged 12
		SP:Iteration 21Q (47687.700000 sec): 3 clusters
  Score: Raw -684823.042589 + Penalty 2839.880625 = -681983.161964
  nChanged 6
		SP:Iteration 22Q (47687.850000 sec): 3 clusters
  Score: Raw -684826.540250 + Penalty 2839.880625 = -681986.659625
  nChanged 6
		SP:Iteration 23Q (47688.060000 sec): 3 clusters
  Score: Raw -684831.707784 + Penalty 2839.880625 = -681991.827159
  nChanged 13
		SP:Iteration 24Q (47688.290000 sec): 3 clusters
  Score: Raw -684840.698341 + Penalty 2839.880625 = -682000.817716
  nChanged 7
		SP:Iteration 25Q (47688.470000 sec): 3 clusters
  Score: Raw -684844.059364 + Penalty 2839.880625 = -682004.178739
  nChanged 4
		SP:Iteration 26Q (47688.680000 sec): 3 clusters
  Score: Raw -684846.501082 + Penalty 2839.880625 = -682006.620457
  nChanged 6
		SP:Iteration 27Q (47688.810000 sec): 3 clusters
  Score: Raw -684850.997937 + Penalty 2839.880625 = -682011.117312
  nChanged 5
		SP:Iteration 28Q (47689.020000 sec): 3 clusters
  Score: Raw -684853.274955 + Penalty 2839.880625 = -682013.394330
  nChanged 4
		SP:Iteration 29Q (47689.180000 sec): 3 clusters
  Score: Raw -684855.044154 + Penalty 2839.880625 = -682015.163529
  nChanged 3
		SP:Iteration 30Q (47689.400000 sec): 3 clusters
  Score: Raw -684856.211759 + Penalty 2839.880625 = -682016.331134
  nChanged 3
		SP:Iteration 31Q (47689.590000 sec): 3 clusters
  Score: Raw -684857.927647 + Penalty 2839.880625 = -682018.047022
  nChanged 2
		SP:Iteration 32Q (47689.800000 sec): 3 clusters
  Score: Raw -684859.455993 + Penalty 2839.880625 = -682019.575369
  nChanged 2
		SP:Iteration 33Q (47689.990000 sec): 3 clusters
  Score: Raw -684860.316194 + Penalty 2839.880625 = -682020.435570
  nChanged 1
		SP:Iteration 34Q (47690.190000 sec): 3 clusters
  Score: Raw -684860.641170 + Penalty 2839.880625 = -682020.760546
  nChanged 0
		SP:Iteration 35F (47690.370000 sec): 3 clusters
  Score: Raw -684860.641170 + Penalty 2839.880625 = -682020.760546
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47690.470000 sec): 2 clusters
  Score: Raw -324167.909365 + Penalty 1321.086722 = -322846.822643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47690.670000 sec): 3 clusters
  Score: Raw -322530.360767 + Penalty 2642.173445 = -319888.187322
  nChanged 1310
		SP:Iteration 1F (47690.860000 sec): 3 clusters
  Score: Raw -323438.599789 + Penalty 2642.173445 = -320796.426345
  nChanged 328
		SP:Iteration 2F (47691.020000 sec): 3 clusters
  Score: Raw -323817.162155 + Penalty 2642.173445 = -321174.988710
  nChanged 325
		SP:Iteration 3F (47691.250000 sec): 3 clusters
  Score: Raw -324249.107262 + Penalty 2642.173445 = -321606.933817
  nChanged 289
		SP:Iteration 4F (47691.440000 sec): 3 clusters
  Score: Raw -324609.904883 + Penalty 2642.173445 = -321967.731438
  nChanged 217
		SP:Iteration 5F (47691.590000 sec): 3 clusters
  Score: Raw -324875.559505 + Penalty 2642.173445 = -322233.386061
  nChanged 140
		SP:Iteration 6Q (47691.790000 sec): 3 clusters
  Score: Raw -325007.505914 + Penalty 2642.173445 = -322365.332469
  nChanged 89
		SP:Iteration 7Q (47691.970000 sec): 3 clusters
  Score: Raw -325084.607493 + Penalty 2642.173445 = -322442.434048
  nChanged 67
		SP:Iteration 8Q (47692.170000 sec): 3 clusters
  Score: Raw -325141.523559 + Penalty 2642.173445 = -322499.350114
  nChanged 54
		SP:Iteration 9Q (47692.350000 sec): 3 clusters
  Score: Raw -325175.167318 + Penalty 2642.173445 = -322532.993873
  nChanged 37
		SP:Iteration 10Q (47692.550000 sec): 3 clusters
  Score: Raw -325199.705473 + Penalty 2642.173445 = -322557.532028
  nChanged 28
		SP:Iteration 11Q (47692.730000 sec): 3 clusters
  Score: Raw -325216.917084 + Penalty 2642.173445 = -322574.743639
  nChanged 22
		SP:Iteration 12Q (47692.920000 sec): 3 clusters
  Score: Raw -325232.564482 + Penalty 2642.173445 = -322590.391037
  nChanged 20
		SP:Iteration 13Q (47693.120000 sec): 3 clusters
  Score: Raw -325243.047745 + Penalty 2642.173445 = -322600.874301
  nChanged 16
		SP:Iteration 14Q (47693.280000 sec): 3 clusters
  Score: Raw -325252.183099 + Penalty 2642.173445 = -322610.009654
  nChanged 13
		SP:Iteration 15Q (47693.440000 sec): 3 clusters
  Score: Raw -325260.398971 + Penalty 2642.173445 = -322618.225526
  nChanged 11
		SP:Iteration 16Q (47693.610000 sec): 3 clusters
  Score: Raw -325268.119501 + Penalty 2642.173445 = -322625.946056
  nChanged 4
		SP:Iteration 17Q (47693.780000 sec): 3 clusters
  Score: Raw -325272.416842 + Penalty 2642.173445 = -322630.243397
  nChanged 5
		SP:Iteration 18Q (47693.950000 sec): 3 clusters
  Score: Raw -325279.217157 + Penalty 2642.173445 = -322637.043712
  nChanged 5
		SP:Iteration 19Q (47694.150000 sec): 3 clusters
  Score: Raw -325281.025318 + Penalty 2642.173445 = -322638.851873
  nChanged 5
		SP:Iteration 20F (47694.320000 sec): 3 clusters
  Score: Raw -325283.288612 + Penalty 2642.173445 = -322641.115167
  nChanged 3
		SP:Iteration 21Q (47694.520000 sec): 3 clusters
  Score: Raw -325284.346404 + Penalty 2642.173445 = -322642.172959
  nChanged 2
		SP:Iteration 22Q (47694.700000 sec): 3 clusters
  Score: Raw -325285.097473 + Penalty 2642.173445 = -322642.924028
  nChanged 3
		SP:Iteration 23Q (47694.870000 sec): 3 clusters
  Score: Raw -325285.777263 + Penalty 2642.173445 = -322643.603818
  nChanged 0
		SP:Iteration 24F (47695.030000 sec): 3 clusters
  Score: Raw -325285.777263 + Penalty 2642.173445 = -322643.603818
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47695.120000 sec): 2 clusters
  Score: Raw -296066.805667 + Penalty 1290.864688 = -294775.940979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47695.290000 sec): 3 clusters
  Score: Raw -294737.536467 + Penalty 2581.729375 = -292155.807092
  nChanged 1035
		SP:Iteration 1F (47695.450000 sec): 3 clusters
  Score: Raw -295344.070486 + Penalty 2581.729375 = -292762.341111
  nChanged 222
		SP:Iteration 2F (47695.580000 sec): 3 clusters
  Score: Raw -295494.101870 + Penalty 2581.729375 = -292912.372494
  nChanged 160
		SP:Iteration 3F (47695.740000 sec): 3 clusters
  Score: Raw -295608.065271 + Penalty 2581.729375 = -293026.335896
  nChanged 132
		SP:Iteration 4Q (47695.930000 sec): 3 clusters
  Score: Raw -295694.815298 + Penalty 2581.729375 = -293113.085923
  nChanged 97
		SP:Iteration 5Q (47696.140000 sec): 3 clusters
  Score: Raw -295753.407332 + Penalty 2581.729375 = -293171.677957
  nChanged 87
		SP:Iteration 6Q (47696.280000 sec): 3 clusters
  Score: Raw -295804.539402 + Penalty 2581.729375 = -293222.810027
  nChanged 75
		SP:Iteration 7Q (47696.450000 sec): 3 clusters
  Score: Raw -295845.441831 + Penalty 2581.729375 = -293263.712456
  nChanged 77
		SP:Iteration 8Q (47696.630000 sec): 3 clusters
  Score: Raw -295891.056389 + Penalty 2581.729375 = -293309.327014
  nChanged 63
		SP:Iteration 9Q (47696.850000 sec): 3 clusters
  Score: Raw -295931.302770 + Penalty 2581.729375 = -293349.573395
  nChanged 66
		SP:Iteration 10Q (47696.990000 sec): 3 clusters
  Score: Raw -295969.915315 + Penalty 2581.729375 = -293388.185940
  nChanged 64
		SP:Iteration 11Q (47697.170000 sec): 3 clusters
  Score: Raw -296005.219733 + Penalty 2581.729375 = -293423.490358
  nChanged 60
		SP:Iteration 12Q (47697.350000 sec): 3 clusters
  Score: Raw -296039.111512 + Penalty 2581.729375 = -293457.382137
  nChanged 56
		SP:Iteration 13Q (47697.530000 sec): 3 clusters
  Score: Raw -296073.179656 + Penalty 2581.729375 = -293491.450281
  nChanged 54
		SP:Iteration 14Q (47697.730000 sec): 3 clusters
  Score: Raw -296103.068663 + Penalty 2581.729375 = -293521.339288
  nChanged 42
		SP:Iteration 15Q (47697.880000 sec): 3 clusters
  Score: Raw -296127.606114 + Penalty 2581.729375 = -293545.876739
  nChanged 30
		SP:Iteration 16Q (47698.090000 sec): 3 clusters
  Score: Raw -296144.552956 + Penalty 2581.729375 = -293562.823581
  nChanged 32
		SP:Iteration 17Q (47698.290000 sec): 3 clusters
  Score: Raw -296161.552777 + Penalty 2581.729375 = -293579.823402
  nChanged 25
		SP:Iteration 18Q (47698.410000 sec): 3 clusters
  Score: Raw -296173.811075 + Penalty 2581.729375 = -293592.081700
  nChanged 22
		SP:Iteration 19Q (47698.610000 sec): 3 clusters
  Score: Raw -296186.463458 + Penalty 2581.729375 = -293604.734082
  nChanged 23
		SP:Iteration 20F (47698.720000 sec): 3 clusters
  Score: Raw -296203.130285 + Penalty 2581.729375 = -293621.400910
  nChanged 24
		SP:Iteration 21Q (47698.890000 sec): 3 clusters
  Score: Raw -296218.642576 + Penalty 2581.729375 = -293636.913201
  nChanged 25
		SP:Iteration 22Q (47699.010000 sec): 3 clusters
  Score: Raw -296232.068860 + Penalty 2581.729375 = -293650.339485
  nChanged 18
		SP:Iteration 23Q (47699.200000 sec): 3 clusters
  Score: Raw -296244.287816 + Penalty 2581.729375 = -293662.558441
  nChanged 18
		SP:Iteration 24Q (47699.340000 sec): 3 clusters
  Score: Raw -296252.492047 + Penalty 2581.729375 = -293670.762672
  nChanged 10
		SP:Iteration 25Q (47699.520000 sec): 3 clusters
  Score: Raw -296257.793689 + Penalty 2581.729375 = -293676.064313
  nChanged 12
		SP:Iteration 26Q (47699.710000 sec): 3 clusters
  Score: Raw -296263.888392 + Penalty 2581.729375 = -293682.159017
  nChanged 10
		SP:Iteration 27Q (47699.900000 sec): 3 clusters
  Score: Raw -296270.883268 + Penalty 2581.729375 = -293689.153893
  nChanged 9
		SP:Iteration 28Q (47700.080000 sec): 3 clusters
  Score: Raw -296275.256405 + Penalty 2581.729375 = -293693.527030
  nChanged 2
		SP:Iteration 29Q (47700.260000 sec): 3 clusters
  Score: Raw -296276.137540 + Penalty 2581.729375 = -293694.408165
  nChanged 2
		SP:Iteration 30Q (47700.450000 sec): 3 clusters
  Score: Raw -296276.962636 + Penalty 2581.729375 = -293695.233261
  nChanged 4
		SP:Iteration 31Q (47700.630000 sec): 3 clusters
  Score: Raw -296279.238301 + Penalty 2581.729375 = -293697.508926
  nChanged 2
		SP:Iteration 32Q (47700.820000 sec): 3 clusters
  Score: Raw -296279.728450 + Penalty 2581.729375 = -293697.999075
  nChanged 2
		SP:Iteration 33Q (47701.020000 sec): 3 clusters
  Score: Raw -296280.598704 + Penalty 2581.729375 = -293698.869329
  nChanged 1
		SP:Iteration 34Q (47701.160000 sec): 3 clusters
  Score: Raw -296280.980431 + Penalty 2581.729375 = -293699.251056
  nChanged 0
		SP:Iteration 35F (47701.340000 sec): 3 clusters
  Score: Raw -296280.980431 + Penalty 2581.729375 = -293699.251056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47701.420000 sec): 2 clusters
  Score: Raw -83910.419118 + Penalty 1093.984240 = -82816.434878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47701.620000 sec): 3 clusters
  Score: Raw -83760.845340 + Penalty 2187.968480 = -81572.876861
  nChanged 253
		SP:Iteration 1F (47701.760000 sec): 3 clusters
  Score: Raw -84091.401903 + Penalty 2187.968480 = -81903.433423
  nChanged 96
		SP:Iteration 2F (47701.990000 sec): 3 clusters
  Score: Raw -84252.546495 + Penalty 2187.968480 = -82064.578015
  nChanged 65
		SP:Iteration 3F (47702.130000 sec): 3 clusters
  Score: Raw -84398.707049 + Penalty 2187.968480 = -82210.738570
  nChanged 43
		SP:Iteration 4F (47702.300000 sec): 3 clusters
  Score: Raw -84512.934949 + Penalty 2187.968480 = -82324.966470
  nChanged 39
		SP:Iteration 5Q (47702.490000 sec): 3 clusters
  Score: Raw -84599.417861 + Penalty 2187.968480 = -82411.449382
  nChanged 33
		SP:Iteration 6Q (47702.660000 sec): 3 clusters
  Score: Raw -84688.880345 + Penalty 2187.968480 = -82500.911866
  nChanged 14
		SP:Iteration 7Q (47702.820000 sec): 3 clusters
  Score: Raw -84708.205142 + Penalty 2187.968480 = -82520.236663
  nChanged 5
		SP:Iteration 8Q (47703.010000 sec): 3 clusters
  Score: Raw -84713.252408 + Penalty 2187.968480 = -82525.283928
  nChanged 4
		SP:Iteration 9Q (47703.140000 sec): 3 clusters
  Score: Raw -84723.163805 + Penalty 2187.968480 = -82535.195326
  nChanged 6
		SP:Iteration 10Q (47703.320000 sec): 3 clusters
  Score: Raw -84732.272784 + Penalty 2187.968480 = -82544.304304
  nChanged 4
		SP:Iteration 11Q (47703.480000 sec): 3 clusters
  Score: Raw -84737.748884 + Penalty 2187.968480 = -82549.780405
  nChanged 1
		SP:Iteration 12Q (47703.670000 sec): 3 clusters
  Score: Raw -84740.761996 + Penalty 2187.968480 = -82552.793516
  nChanged 1
		SP:Iteration 13Q (47703.870000 sec): 3 clusters
  Score: Raw -84742.336299 + Penalty 2187.968480 = -82554.367820
  nChanged 1
		SP:Iteration 14Q (47704.030000 sec): 3 clusters
  Score: Raw -84743.601408 + Penalty 2187.968480 = -82555.632928
  nChanged 1
		SP:Iteration 15Q (47704.170000 sec): 3 clusters
  Score: Raw -84744.446408 + Penalty 2187.968480 = -82556.477929
  nChanged 1
		SP:Iteration 16Q (47704.320000 sec): 3 clusters
  Score: Raw -84747.147580 + Penalty 2187.968480 = -82559.179101
  nChanged 1
		SP:Iteration 17Q (47704.490000 sec): 3 clusters
  Score: Raw -84748.225355 + Penalty 2187.968480 = -82560.256875
  nChanged 1
		SP:Iteration 18Q (47704.620000 sec): 3 clusters
  Score: Raw -84749.417283 + Penalty 2187.968480 = -82561.448804
  nChanged 0
		SP:Iteration 19F (47704.780000 sec): 3 clusters
  Score: Raw -84749.417283 + Penalty 2187.968480 = -82561.448804
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47704.930000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47705.120000 sec): 3 clusters
  Score: Raw -545852.210391 + Penalty 2767.241687 = -543084.968704
  nChanged 2024
		SP:Iteration 1F (47705.320000 sec): 3 clusters
  Score: Raw -547059.215830 + Penalty 2767.241687 = -544291.974143
  nChanged 406
		SP:Iteration 2F (47705.520000 sec): 3 clusters
  Score: Raw -547324.598332 + Penalty 2767.241687 = -544557.356645
  nChanged 325
		SP:Iteration 3F (47705.720000 sec): 3 clusters
  Score: Raw -547520.566114 + Penalty 2767.241687 = -544753.324428
  nChanged 242
		SP:Iteration 4Q (47705.900000 sec): 3 clusters
  Score: Raw -547677.956939 + Penalty 2767.241687 = -544910.715252
  nChanged 226
		SP:Iteration 5Q (47706.110000 sec): 3 clusters
  Score: Raw -547808.236765 + Penalty 2767.241687 = -545040.995078
  nChanged 228
		SP:Iteration 6Q (47706.310000 sec): 3 clusters
  Score: Raw -547938.260829 + Penalty 2767.241687 = -545171.019142
  nChanged 195
		SP:Iteration 7Q (47706.550000 sec): 3 clusters
  Score: Raw -548040.270274 + Penalty 2767.241687 = -545273.028587
  nChanged 163
		SP:Iteration 8Q (47706.690000 sec): 3 clusters
  Score: Raw -548128.211128 + Penalty 2767.241687 = -545360.969442
  nChanged 162
		SP:Iteration 9Q (47706.930000 sec): 3 clusters
  Score: Raw -548227.962148 + Penalty 2767.241687 = -545460.720462
  nChanged 161
		SP:Iteration 10Q (47707.140000 sec): 3 clusters
  Score: Raw -548316.731988 + Penalty 2767.241687 = -545549.490301
  nChanged 127
		SP:Iteration 11Q (47707.320000 sec): 3 clusters
  Score: Raw -548383.471190 + Penalty 2767.241687 = -545616.229503
  nChanged 102
		SP:Iteration 12Q (47707.510000 sec): 3 clusters
  Score: Raw -548434.034246 + Penalty 2767.241687 = -545666.792560
  nChanged 80
		SP:Iteration 13Q (47707.730000 sec): 3 clusters
  Score: Raw -548466.531829 + Penalty 2767.241687 = -545699.290142
  nChanged 75
		SP:Iteration 14Q (47707.910000 sec): 3 clusters
  Score: Raw -548494.552382 + Penalty 2767.241687 = -545727.310695
  nChanged 53
		SP:Iteration 15Q (47708.110000 sec): 3 clusters
  Score: Raw -548509.575204 + Penalty 2767.241687 = -545742.333517
  nChanged 32
		SP:Iteration 16Q (47708.290000 sec): 3 clusters
  Score: Raw -548518.779433 + Penalty 2767.241687 = -545751.537747
  nChanged 17
		SP:Iteration 17Q (47708.490000 sec): 3 clusters
  Score: Raw -548523.867325 + Penalty 2767.241687 = -545756.625638
  nChanged 17
		SP:Iteration 18Q (47708.670000 sec): 3 clusters
  Score: Raw -548528.670905 + Penalty 2767.241687 = -545761.429218
  nChanged 10
		SP:Iteration 19Q (47708.870000 sec): 3 clusters
  Score: Raw -548530.789409 + Penalty 2767.241687 = -545763.547722
  nChanged 7
		SP:Iteration 20F (47709.050000 sec): 3 clusters
  Score: Raw -548532.304728 + Penalty 2767.241687 = -545765.063041
  nChanged 7
		SP:Iteration 21Q (47709.270000 sec): 3 clusters
  Score: Raw -548533.825486 + Penalty 2767.241687 = -545766.583799
  nChanged 6
		SP:Iteration 22Q (47709.480000 sec): 3 clusters
  Score: Raw -548535.466968 + Penalty 2767.241687 = -545768.225281
  nChanged 4
		SP:Iteration 23Q (47709.610000 sec): 3 clusters
  Score: Raw -548536.194393 + Penalty 2767.241687 = -545768.952706
  nChanged 6
		SP:Iteration 24Q (47709.810000 sec): 3 clusters
  Score: Raw -548537.629307 + Penalty 2767.241687 = -545770.387620
  nChanged 10
		SP:Iteration 25Q (47710.040000 sec): 3 clusters
  Score: Raw -548540.074748 + Penalty 2767.241687 = -545772.833061
  nChanged 9
		SP:Iteration 26Q (47710.220000 sec): 3 clusters
  Score: Raw -548542.396363 + Penalty 2767.241687 = -545775.154676
  nChanged 9
		SP:Iteration 27Q (47710.400000 sec): 3 clusters
  Score: Raw -548545.083505 + Penalty 2767.241687 = -545777.841818
  nChanged 6
		SP:Iteration 28Q (47710.610000 sec): 3 clusters
  Score: Raw -548546.661788 + Penalty 2767.241687 = -545779.420101
  nChanged 9
		SP:Iteration 29Q (47710.810000 sec): 3 clusters
  Score: Raw -548549.407909 + Penalty 2767.241687 = -545782.166222
  nChanged 10
		SP:Iteration 30Q (47711.030000 sec): 3 clusters
  Score: Raw -548551.441490 + Penalty 2767.241687 = -545784.199803
  nChanged 2
		SP:Iteration 31Q (47711.180000 sec): 3 clusters
  Score: Raw -548551.708352 + Penalty 2767.241687 = -545784.466665
  nChanged 2
		SP:Iteration 32Q (47711.400000 sec): 3 clusters
  Score: Raw -548551.937566 + Penalty 2767.241687 = -545784.695879
  nChanged 1
		SP:Iteration 33Q (47711.620000 sec): 3 clusters
  Score: Raw -548552.015159 + Penalty 2767.241687 = -545784.773472
  nChanged 1
		SP:Iteration 34Q (47711.790000 sec): 3 clusters
  Score: Raw -548552.322302 + Penalty 2767.241687 = -545785.080615
  nChanged 1
		SP:Iteration 35Q (47711.980000 sec): 3 clusters
  Score: Raw -548552.545946 + Penalty 2767.241687 = -545785.304259
  nChanged 0
		SP:Iteration 36F (47712.190000 sec): 3 clusters
  Score: Raw -548552.545946 + Penalty 2767.241687 = -545785.304259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47712.350000 sec): 2 clusters
  Score: Raw -1073493.996022 + Penalty 1493.380788 = -1072000.615234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47712.540000 sec): 3 clusters
  Score: Raw -1067921.435332 + Penalty 2986.761576 = -1064934.673756
  nChanged 4247
		SP:Iteration 1F (47712.760000 sec): 3 clusters
  Score: Raw -1070281.467552 + Penalty 2986.761576 = -1067294.705976
  nChanged 628
		SP:Iteration 2F (47713.020000 sec): 3 clusters
  Score: Raw -1070581.311109 + Penalty 2986.761576 = -1067594.549533
  nChanged 560
		SP:Iteration 3F (47713.190000 sec): 3 clusters
  Score: Raw -1070837.278283 + Penalty 2986.761576 = -1067850.516707
  nChanged 501
		SP:Iteration 4F (47713.420000 sec): 3 clusters
  Score: Raw -1071081.648195 + Penalty 2986.761576 = -1068094.886619
  nChanged 488
		SP:Iteration 5Q (47713.680000 sec): 3 clusters
  Score: Raw -1071335.604942 + Penalty 2986.761576 = -1068348.843365
  nChanged 464
		SP:Iteration 6Q (47713.880000 sec): 3 clusters
  Score: Raw -1071597.842225 + Penalty 2986.761576 = -1068611.080649
  nChanged 481
		SP:Iteration 7Q (47714.140000 sec): 3 clusters
  Score: Raw -1071886.212634 + Penalty 2986.761576 = -1068899.451058
  nChanged 458
		SP:Iteration 8Q (47714.400000 sec): 3 clusters
  Score: Raw -1072170.118162 + Penalty 2986.761576 = -1069183.356586
  nChanged 430
		SP:Iteration 9Q (47714.600000 sec): 3 clusters
  Score: Raw -1072462.028160 + Penalty 2986.761576 = -1069475.266584
  nChanged 402
		SP:Iteration 10Q (47714.820000 sec): 3 clusters
  Score: Raw -1072744.165332 + Penalty 2986.761576 = -1069757.403756
  nChanged 341
		SP:Iteration 11Q (47715.080000 sec): 3 clusters
  Score: Raw -1072992.578023 + Penalty 2986.761576 = -1070005.816447
  nChanged 261
		SP:Iteration 12Q (47715.320000 sec): 3 clusters
  Score: Raw -1073182.661524 + Penalty 2986.761576 = -1070195.899948
  nChanged 198
		SP:Iteration 13Q (47715.480000 sec): 3 clusters
  Score: Raw -1073314.255257 + Penalty 2986.761576 = -1070327.493681
  nChanged 132
		SP:Iteration 14Q (47715.730000 sec): 3 clusters
  Score: Raw -1073413.062264 + Penalty 2986.761576 = -1070426.300688
  nChanged 110
		SP:Iteration 15Q (47715.850000 sec): 3 clusters
  Score: Raw -1073489.648556 + Penalty 2986.761576 = -1070502.886980
  nChanged 66
		SP:Iteration 16Q (47716.070000 sec): 3 clusters
  Score: Raw -1073531.004738 + Penalty 2986.761576 = -1070544.243162
  nChanged 44
		SP:Iteration 17Q (47716.320000 sec): 3 clusters
  Score: Raw -1073563.819708 + Penalty 2986.761576 = -1070577.058132
  nChanged 43
		SP:Iteration 18Q (47716.510000 sec): 3 clusters
  Score: Raw -1073596.645210 + Penalty 2986.761576 = -1070609.883634
  nChanged 34
		SP:Iteration 19Q (47716.720000 sec): 3 clusters
  Score: Raw -1073624.893954 + Penalty 2986.761576 = -1070638.132378
  nChanged 25
		SP:Iteration 20F (47716.900000 sec): 3 clusters
  Score: Raw -1073644.368100 + Penalty 2986.761576 = -1070657.606524
  nChanged 20
		SP:Iteration 21Q (47717.100000 sec): 3 clusters
  Score: Raw -1073661.119075 + Penalty 2986.761576 = -1070674.357499
  nChanged 17
		SP:Iteration 22Q (47717.330000 sec): 3 clusters
  Score: Raw -1073674.074264 + Penalty 2986.761576 = -1070687.312688
  nChanged 14
		SP:Iteration 23Q (47717.530000 sec): 3 clusters
  Score: Raw -1073681.132274 + Penalty 2986.761576 = -1070694.370697
  nChanged 7
		SP:Iteration 24Q (47717.730000 sec): 3 clusters
  Score: Raw -1073684.238837 + Penalty 2986.761576 = -1070697.477261
  nChanged 3
		SP:Iteration 25Q (47717.930000 sec): 3 clusters
  Score: Raw -1073685.503135 + Penalty 2986.761576 = -1070698.741559
  nChanged 1
		SP:Iteration 26Q (47718.120000 sec): 3 clusters
  Score: Raw -1073686.397062 + Penalty 2986.761576 = -1070699.635485
  nChanged 5
		SP:Iteration 27Q (47718.330000 sec): 3 clusters
  Score: Raw -1073690.837819 + Penalty 2986.761576 = -1070704.076243
  nChanged 6
		SP:Iteration 28Q (47718.550000 sec): 3 clusters
  Score: Raw -1073694.737891 + Penalty 2986.761576 = -1070707.976315
  nChanged 6
		SP:Iteration 29Q (47718.760000 sec): 3 clusters
  Score: Raw -1073698.319947 + Penalty 2986.761576 = -1070711.558371
  nChanged 6
		SP:Iteration 30Q (47719.010000 sec): 3 clusters
  Score: Raw -1073702.606085 + Penalty 2986.761576 = -1070715.844509
  nChanged 8
		SP:Iteration 31Q (47719.210000 sec): 3 clusters
  Score: Raw -1073707.586490 + Penalty 2986.761576 = -1070720.824914
  nChanged 3
		SP:Iteration 32Q (47719.430000 sec): 3 clusters
  Score: Raw -1073709.172798 + Penalty 2986.761576 = -1070722.411222
  nChanged 1
		SP:Iteration 33Q (47719.630000 sec): 3 clusters
  Score: Raw -1073709.827246 + Penalty 2986.761576 = -1070723.065670
  nChanged 2
		SP:Iteration 34Q (47719.850000 sec): 3 clusters
  Score: Raw -1073710.504782 + Penalty 2986.761576 = -1070723.743206
  nChanged 1
		SP:Iteration 35Q (47720.100000 sec): 3 clusters
  Score: Raw -1073710.908293 + Penalty 2986.761576 = -1070724.146717
  nChanged 0
		SP:Iteration 36F (47720.320000 sec): 3 clusters
  Score: Raw -1073710.908293 + Penalty 2986.761576 = -1070724.146717
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47720.560000 sec): 2 clusters
  Score: Raw -3016202.679505 + Penalty 1660.313266 = -3014542.366240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47720.900000 sec): 3 clusters
  Score: Raw -2999524.854447 + Penalty 3320.626532 = -2996204.227915
  nChanged 12476
		SP:Iteration 1F (47721.200000 sec): 3 clusters
  Score: Raw -3006332.317008 + Penalty 3320.626532 = -3003011.690476
  nChanged 1082
		SP:Iteration 2Q (47721.520000 sec): 3 clusters
  Score: Raw -3006632.042795 + Penalty 3320.626532 = -3003311.416263
  nChanged 980
		SP:Iteration 3Q (47721.880000 sec): 3 clusters
  Score: Raw -3006912.018710 + Penalty 3320.626532 = -3003591.392178
  nChanged 945
		SP:Iteration 4Q (47722.220000 sec): 3 clusters
  Score: Raw -3007211.338465 + Penalty 3320.626532 = -3003890.711933
  nChanged 966
		SP:Iteration 5Q (47722.540000 sec): 3 clusters
  Score: Raw -3007514.635046 + Penalty 3320.626532 = -3004194.008514
  nChanged 931
		SP:Iteration 6Q (47722.870000 sec): 3 clusters
  Score: Raw -3007875.540407 + Penalty 3320.626532 = -3004554.913876
  nChanged 1011
		SP:Iteration 7Q (47723.200000 sec): 3 clusters
  Score: Raw -3008381.720205 + Penalty 3320.626532 = -3005061.093673
  nChanged 1244
		SP:Iteration 8Q (47723.550000 sec): 3 clusters
  Score: Raw -3009072.743147 + Penalty 3320.626532 = -3005752.116615
  nChanged 1256
		SP:Iteration 9Q (47723.890000 sec): 3 clusters
  Score: Raw -3009853.026929 + Penalty 3320.626532 = -3006532.400397
  nChanged 1324
		SP:Iteration 10Q (47724.200000 sec): 3 clusters
  Score: Raw -3010715.191808 + Penalty 3320.626532 = -3007394.565276
  nChanged 1329
		SP:Iteration 11Q (47724.510000 sec): 3 clusters
  Score: Raw -3011579.642946 + Penalty 3320.626532 = -3008259.016414
  nChanged 1256
		SP:Iteration 12Q (47724.850000 sec): 3 clusters
  Score: Raw -3012424.123776 + Penalty 3320.626532 = -3009103.497245
  nChanged 1128
		SP:Iteration 13Q (47725.180000 sec): 3 clusters
  Score: Raw -3013187.610582 + Penalty 3320.626532 = -3009866.984050
  nChanged 1019
		SP:Iteration 14Q (47725.490000 sec): 3 clusters
  Score: Raw -3013900.813997 + Penalty 3320.626532 = -3010580.187465
  nChanged 835
		SP:Iteration 15Q (47725.860000 sec): 3 clusters
  Score: Raw -3014564.335311 + Penalty 3320.626532 = -3011243.708779
  nChanged 787
		SP:Iteration 16Q (47726.170000 sec): 3 clusters
  Score: Raw -3015244.742536 + Penalty 3320.626532 = -3011924.116004
  nChanged 561
		SP:Iteration 17Q (47726.430000 sec): 3 clusters
  Score: Raw -3015696.549623 + Penalty 3320.626532 = -3012375.923091
  nChanged 381
		SP:Iteration 18Q (47726.770000 sec): 3 clusters
  Score: Raw -3015972.445442 + Penalty 3320.626532 = -3012651.818911
  nChanged 309
		SP:Iteration 19Q (47727.040000 sec): 3 clusters
  Score: Raw -3016171.359218 + Penalty 3320.626532 = -3012850.732687
  nChanged 207
		SP:Iteration 20F (47727.410000 sec): 3 clusters
  Score: Raw -3016300.099428 + Penalty 3320.626532 = -3012979.472896
  nChanged 186
		SP:Iteration 21Q (47727.640000 sec): 3 clusters
  Score: Raw -3016405.828340 + Penalty 3320.626532 = -3013085.201809
  nChanged 133
		SP:Iteration 22Q (47727.970000 sec): 3 clusters
  Score: Raw -3016468.588863 + Penalty 3320.626532 = -3013147.962332
  nChanged 90
		SP:Iteration 23Q (47728.310000 sec): 3 clusters
  Score: Raw -3016506.882168 + Penalty 3320.626532 = -3013186.255637
  nChanged 70
		SP:Iteration 24Q (47728.610000 sec): 3 clusters
  Score: Raw -3016538.279577 + Penalty 3320.626532 = -3013217.653045
  nChanged 66
		SP:Iteration 25Q (47728.920000 sec): 3 clusters
  Score: Raw -3016572.737710 + Penalty 3320.626532 = -3013252.111178
  nChanged 51
		SP:Iteration 26Q (47729.210000 sec): 3 clusters
  Score: Raw -3016600.796911 + Penalty 3320.626532 = -3013280.170380
  nChanged 40
		SP:Iteration 27Q (47729.550000 sec): 3 clusters
  Score: Raw -3016615.356599 + Penalty 3320.626532 = -3013294.730067
  nChanged 26
		SP:Iteration 28Q (47729.780000 sec): 3 clusters
  Score: Raw -3016624.613634 + Penalty 3320.626532 = -3013303.987102
  nChanged 18
		SP:Iteration 29Q (47730.090000 sec): 3 clusters
  Score: Raw -3016630.787703 + Penalty 3320.626532 = -3013310.161171
  nChanged 13
		SP:Iteration 30Q (47730.370000 sec): 3 clusters
  Score: Raw -3016634.409446 + Penalty 3320.626532 = -3013313.782914
  nChanged 14
		SP:Iteration 31Q (47730.640000 sec): 3 clusters
  Score: Raw -3016640.482558 + Penalty 3320.626532 = -3013319.856026
  nChanged 8
		SP:Iteration 32Q (47730.960000 sec): 3 clusters
  Score: Raw -3016642.990882 + Penalty 3320.626532 = -3013322.364351
  nChanged 5
		SP:Iteration 33Q (47731.250000 sec): 3 clusters
  Score: Raw -3016645.253493 + Penalty 3320.626532 = -3013324.626961
  nChanged 6
		SP:Iteration 34Q (47731.560000 sec): 3 clusters
  Score: Raw -3016647.186363 + Penalty 3320.626532 = -3013326.559832
  nChanged 7
		SP:Iteration 35Q (47731.840000 sec): 3 clusters
  Score: Raw -3016649.534510 + Penalty 3320.626532 = -3013328.907978
  nChanged 7
		SP:Iteration 36Q (47732.140000 sec): 3 clusters
  Score: Raw -3016651.281228 + Penalty 3320.626532 = -3013330.654696
  nChanged 3
		SP:Iteration 37Q (47732.490000 sec): 3 clusters
  Score: Raw -3016652.788758 + Penalty 3320.626532 = -3013332.162227
  nChanged 8
		SP:Iteration 38Q (47732.730000 sec): 3 clusters
  Score: Raw -3016655.813699 + Penalty 3320.626532 = -3013335.187167
  nChanged 8
		SP:Iteration 39Q (47733.080000 sec): 3 clusters
  Score: Raw -3016659.497752 + Penalty 3320.626532 = -3013338.871220
  nChanged 7
		SP:Iteration 40F (47733.390000 sec): 3 clusters
  Score: Raw -3016662.010190 + Penalty 3320.626532 = -3013341.383658
  nChanged 5
		SP:Iteration 41Q (47733.690000 sec): 3 clusters
  Score: Raw -3016663.487994 + Penalty 3320.626532 = -3013342.861462
  nChanged 6
		SP:Iteration 42Q (47734.020000 sec): 3 clusters
  Score: Raw -3016665.416075 + Penalty 3320.626532 = -3013344.789543
  nChanged 5
		SP:Iteration 43Q (47734.290000 sec): 3 clusters
  Score: Raw -3016666.720029 + Penalty 3320.626532 = -3013346.093498
  nChanged 2
		SP:Iteration 44Q (47734.590000 sec): 3 clusters
  Score: Raw -3016667.414525 + Penalty 3320.626532 = -3013346.787993
  nChanged 1
		SP:Iteration 45Q (47734.930000 sec): 3 clusters
  Score: Raw -3016667.659296 + Penalty 3320.626532 = -3013347.032764
  nChanged 1
		SP:Iteration 46Q (47735.260000 sec): 3 clusters
  Score: Raw -3016667.984213 + Penalty 3320.626532 = -3013347.357682
  nChanged 2
		SP:Iteration 47Q (47735.580000 sec): 3 clusters
  Score: Raw -3016668.456524 + Penalty 3320.626532 = -3013347.829992
  nChanged 1
		SP:Iteration 48Q (47735.880000 sec): 3 clusters
  Score: Raw -3016668.644600 + Penalty 3320.626532 = -3013348.018068
  nChanged 0
		SP:Iteration 49F (47736.220000 sec): 3 clusters
  Score: Raw -3016668.644600 + Penalty 3320.626532 = -3013348.018068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47736.320000 sec): 2 clusters
  Score: Raw -516808.361072 + Penalty 1381.323753 = -515427.037318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47736.550000 sec): 3 clusters
  Score: Raw -514292.149271 + Penalty 2762.647507 = -511529.501764
  nChanged 1996
		SP:Iteration 1F (47736.740000 sec): 3 clusters
  Score: Raw -515422.475145 + Penalty 2762.647507 = -512659.827638
  nChanged 372
		SP:Iteration 2F (47736.940000 sec): 3 clusters
  Score: Raw -515686.285718 + Penalty 2762.647507 = -512923.638211
  nChanged 310
		SP:Iteration 3F (47737.140000 sec): 3 clusters
  Score: Raw -515872.129012 + Penalty 2762.647507 = -513109.481505
  nChanged 225
		SP:Iteration 4Q (47737.340000 sec): 3 clusters
  Score: Raw -516008.088550 + Penalty 2762.647507 = -513245.441043
  nChanged 210
		SP:Iteration 5Q (47737.550000 sec): 3 clusters
  Score: Raw -516141.004214 + Penalty 2762.647507 = -513378.356707
  nChanged 191
		SP:Iteration 6Q (47737.760000 sec): 3 clusters
  Score: Raw -516249.452735 + Penalty 2762.647507 = -513486.805228
  nChanged 162
		SP:Iteration 7Q (47737.950000 sec): 3 clusters
  Score: Raw -516335.080844 + Penalty 2762.647507 = -513572.433337
  nChanged 157
		SP:Iteration 8Q (47738.130000 sec): 3 clusters
  Score: Raw -516418.202855 + Penalty 2762.647507 = -513655.555349
  nChanged 131
		SP:Iteration 9Q (47738.320000 sec): 3 clusters
  Score: Raw -516481.826397 + Penalty 2762.647507 = -513719.178890
  nChanged 124
		SP:Iteration 10Q (47738.500000 sec): 3 clusters
  Score: Raw -516542.648975 + Penalty 2762.647507 = -513780.001468
  nChanged 100
		SP:Iteration 11Q (47738.670000 sec): 3 clusters
  Score: Raw -516584.541880 + Penalty 2762.647507 = -513821.894373
  nChanged 75
		SP:Iteration 12Q (47738.860000 sec): 3 clusters
  Score: Raw -516620.439847 + Penalty 2762.647507 = -513857.792340
  nChanged 97
		SP:Iteration 13Q (47739.070000 sec): 3 clusters
  Score: Raw -516657.316105 + Penalty 2762.647507 = -513894.668598
  nChanged 70
		SP:Iteration 14Q (47739.240000 sec): 3 clusters
  Score: Raw -516684.454712 + Penalty 2762.647507 = -513921.807205
  nChanged 61
		SP:Iteration 15Q (47739.440000 sec): 3 clusters
  Score: Raw -516707.500408 + Penalty 2762.647507 = -513944.852901
  nChanged 59
		SP:Iteration 16Q (47739.620000 sec): 3 clusters
  Score: Raw -516726.776412 + Penalty 2762.647507 = -513964.128905
  nChanged 51
		SP:Iteration 17Q (47739.800000 sec): 3 clusters
  Score: Raw -516742.972377 + Penalty 2762.647507 = -513980.324871
  nChanged 48
		SP:Iteration 18Q (47740.000000 sec): 3 clusters
  Score: Raw -516755.771938 + Penalty 2762.647507 = -513993.124431
  nChanged 35
		SP:Iteration 19Q (47740.180000 sec): 3 clusters
  Score: Raw -516765.834962 + Penalty 2762.647507 = -514003.187455
  nChanged 30
		SP:Iteration 20F (47740.380000 sec): 3 clusters
  Score: Raw -516775.578804 + Penalty 2762.647507 = -514012.931297
  nChanged 35
		SP:Iteration 21Q (47740.550000 sec): 3 clusters
  Score: Raw -516786.897382 + Penalty 2762.647507 = -514024.249875
  nChanged 28
		SP:Iteration 22Q (47740.690000 sec): 3 clusters
  Score: Raw -516796.142230 + Penalty 2762.647507 = -514033.494723
  nChanged 28
		SP:Iteration 23Q (47740.910000 sec): 3 clusters
  Score: Raw -516805.283132 + Penalty 2762.647507 = -514042.635625
  nChanged 31
		SP:Iteration 24Q (47741.110000 sec): 3 clusters
  Score: Raw -516815.760824 + Penalty 2762.647507 = -514053.113317
  nChanged 36
		SP:Iteration 25Q (47741.340000 sec): 3 clusters
  Score: Raw -516825.019838 + Penalty 2762.647507 = -514062.372331
  nChanged 32
		SP:Iteration 26Q (47741.500000 sec): 3 clusters
  Score: Raw -516835.448999 + Penalty 2762.647507 = -514072.801492
  nChanged 29
		SP:Iteration 27Q (47741.710000 sec): 3 clusters
  Score: Raw -516843.322606 + Penalty 2762.647507 = -514080.675099
  nChanged 23
		SP:Iteration 28Q (47741.860000 sec): 3 clusters
  Score: Raw -516850.447723 + Penalty 2762.647507 = -514087.800216
  nChanged 23
		SP:Iteration 29Q (47742.030000 sec): 3 clusters
  Score: Raw -516856.450645 + Penalty 2762.647507 = -514093.803139
  nChanged 25
		SP:Iteration 30Q (47742.230000 sec): 3 clusters
  Score: Raw -516861.590496 + Penalty 2762.647507 = -514098.942989
  nChanged 22
		SP:Iteration 31Q (47742.430000 sec): 3 clusters
  Score: Raw -516867.358031 + Penalty 2762.647507 = -514104.710524
  nChanged 24
		SP:Iteration 32Q (47742.640000 sec): 3 clusters
  Score: Raw -516874.568000 + Penalty 2762.647507 = -514111.920493
  nChanged 19
		SP:Iteration 33Q (47742.800000 sec): 3 clusters
  Score: Raw -516878.572909 + Penalty 2762.647507 = -514115.925403
  nChanged 19
		SP:Iteration 34Q (47742.990000 sec): 3 clusters
  Score: Raw -516884.701159 + Penalty 2762.647507 = -514122.053652
  nChanged 22
		SP:Iteration 35Q (47743.150000 sec): 3 clusters
  Score: Raw -516890.339522 + Penalty 2762.647507 = -514127.692015
  nChanged 17
		SP:Iteration 36Q (47743.350000 sec): 3 clusters
  Score: Raw -516894.256249 + Penalty 2762.647507 = -514131.608742
  nChanged 16
		SP:Iteration 37Q (47743.550000 sec): 3 clusters
  Score: Raw -516896.487345 + Penalty 2762.647507 = -514133.839838
  nChanged 8
		SP:Iteration 38Q (47743.710000 sec): 3 clusters
  Score: Raw -516897.990678 + Penalty 2762.647507 = -514135.343171
  nChanged 10
		SP:Iteration 39Q (47743.930000 sec): 3 clusters
  Score: Raw -516899.695918 + Penalty 2762.647507 = -514137.048411
  nChanged 4
		SP:Iteration 40F (47744.110000 sec): 3 clusters
  Score: Raw -516900.875813 + Penalty 2762.647507 = -514138.228306
  nChanged 8
		SP:Iteration 41Q (47744.290000 sec): 3 clusters
  Score: Raw -516902.135572 + Penalty 2762.647507 = -514139.488066
  nChanged 10
		SP:Iteration 42Q (47744.490000 sec): 3 clusters
  Score: Raw -516904.234239 + Penalty 2762.647507 = -514141.586732
  nChanged 9
		SP:Iteration 43Q (47744.690000 sec): 3 clusters
  Score: Raw -516905.933057 + Penalty 2762.647507 = -514143.285550
  nChanged 4
		SP:Iteration 44Q (47744.890000 sec): 3 clusters
  Score: Raw -516906.748066 + Penalty 2762.647507 = -514144.100559
  nChanged 6
		SP:Iteration 45Q (47745.080000 sec): 3 clusters
  Score: Raw -516907.961583 + Penalty 2762.647507 = -514145.314076
  nChanged 5
		SP:Iteration 46Q (47745.260000 sec): 3 clusters
  Score: Raw -516908.939017 + Penalty 2762.647507 = -514146.291510
  nChanged 3
		SP:Iteration 47Q (47745.460000 sec): 3 clusters
  Score: Raw -516909.739629 + Penalty 2762.647507 = -514147.092122
  nChanged 2
		SP:Iteration 48Q (47745.610000 sec): 3 clusters
  Score: Raw -516910.690545 + Penalty 2762.647507 = -514148.043038
  nChanged 3
		SP:Iteration 49Q (47745.780000 sec): 3 clusters
  Score: Raw -516911.354522 + Penalty 2762.647507 = -514148.707015
  nChanged 3
		SP:Iteration 50Q (47745.940000 sec): 3 clusters
  Score: Raw -516911.884104 + Penalty 2762.647507 = -514149.236597
  nChanged 1
		SP:Iteration 51Q (47746.140000 sec): 3 clusters
  Score: Raw -516912.004603 + Penalty 2762.647507 = -514149.357096
  nChanged 1
		SP:Iteration 52Q (47746.340000 sec): 3 clusters
  Score: Raw -516912.145266 + Penalty 2762.647507 = -514149.497759
  nChanged 2
		SP:Iteration 53Q (47746.510000 sec): 3 clusters
  Score: Raw -516912.282291 + Penalty 2762.647507 = -514149.634784
  nChanged 0
		SP:Iteration 54F (47746.710000 sec): 3 clusters
  Score: Raw -516912.282291 + Penalty 2762.647507 = -514149.634784
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47746.810000 sec): 2 clusters
  Score: Raw -576392.620404 + Penalty 1389.193916 = -575003.426488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47746.990000 sec): 3 clusters
  Score: Raw -573698.997885 + Penalty 2778.387832 = -570920.610052
  nChanged 2055
		SP:Iteration 1F (47747.200000 sec): 3 clusters
  Score: Raw -574774.702661 + Penalty 2778.387832 = -571996.314829
  nChanged 332
		SP:Iteration 2F (47747.400000 sec): 3 clusters
  Score: Raw -574945.770516 + Penalty 2778.387832 = -572167.382683
  nChanged 276
		SP:Iteration 3F (47747.580000 sec): 3 clusters
  Score: Raw -575085.267160 + Penalty 2778.387832 = -572306.879328
  nChanged 221
		SP:Iteration 4Q (47747.810000 sec): 3 clusters
  Score: Raw -575195.448193 + Penalty 2778.387832 = -572417.060361
  nChanged 198
		SP:Iteration 5Q (47748.000000 sec): 3 clusters
  Score: Raw -575289.366371 + Penalty 2778.387832 = -572510.978539
  nChanged 180
		SP:Iteration 6Q (47748.190000 sec): 3 clusters
  Score: Raw -575385.030633 + Penalty 2778.387832 = -572606.642800
  nChanged 179
		SP:Iteration 7Q (47748.320000 sec): 3 clusters
  Score: Raw -575474.553393 + Penalty 2778.387832 = -572696.165561
  nChanged 160
		SP:Iteration 8Q (47748.490000 sec): 3 clusters
  Score: Raw -575552.774943 + Penalty 2778.387832 = -572774.387111
  nChanged 146
		SP:Iteration 9Q (47748.700000 sec): 3 clusters
  Score: Raw -575618.761410 + Penalty 2778.387832 = -572840.373577
  nChanged 124
		SP:Iteration 10Q (47748.920000 sec): 3 clusters
  Score: Raw -575669.270245 + Penalty 2778.387832 = -572890.882412
  nChanged 120
		SP:Iteration 11Q (47749.140000 sec): 3 clusters
  Score: Raw -575712.788093 + Penalty 2778.387832 = -572934.400260
  nChanged 98
		SP:Iteration 12Q (47749.290000 sec): 3 clusters
  Score: Raw -575748.182385 + Penalty 2778.387832 = -572969.794553
  nChanged 68
		SP:Iteration 13Q (47749.480000 sec): 3 clusters
  Score: Raw -575772.415002 + Penalty 2778.387832 = -572994.027170
  nChanged 62
		SP:Iteration 14Q (47749.680000 sec): 3 clusters
  Score: Raw -575796.669334 + Penalty 2778.387832 = -573018.281501
  nChanged 70
		SP:Iteration 15Q (47749.850000 sec): 3 clusters
  Score: Raw -575823.239844 + Penalty 2778.387832 = -573044.852011
  nChanged 61
		SP:Iteration 16Q (47750.040000 sec): 3 clusters
  Score: Raw -575851.520917 + Penalty 2778.387832 = -573073.133085
  nChanged 71
		SP:Iteration 17Q (47750.240000 sec): 3 clusters
  Score: Raw -575880.550864 + Penalty 2778.387832 = -573102.163031
  nChanged 78
		SP:Iteration 18Q (47750.430000 sec): 3 clusters
  Score: Raw -575913.717562 + Penalty 2778.387832 = -573135.329730
  nChanged 90
		SP:Iteration 19Q (47750.620000 sec): 3 clusters
  Score: Raw -575958.537722 + Penalty 2778.387832 = -573180.149889
  nChanged 91
		SP:Iteration 20F (47750.830000 sec): 3 clusters
  Score: Raw -576017.120223 + Penalty 2778.387832 = -573238.732390
  nChanged 94
		SP:Iteration 21Q (47751.050000 sec): 3 clusters
  Score: Raw -576076.728417 + Penalty 2778.387832 = -573298.340584
  nChanged 89
		SP:Iteration 22Q (47751.230000 sec): 3 clusters
  Score: Raw -576134.959878 + Penalty 2778.387832 = -573356.572046
  nChanged 96
		SP:Iteration 23Q (47751.400000 sec): 3 clusters
  Score: Raw -576197.967995 + Penalty 2778.387832 = -573419.580163
  nChanged 94
		SP:Iteration 24Q (47751.580000 sec): 3 clusters
  Score: Raw -576256.516468 + Penalty 2778.387832 = -573478.128635
  nChanged 75
		SP:Iteration 25Q (47751.770000 sec): 3 clusters
  Score: Raw -576297.716478 + Penalty 2778.387832 = -573519.328646
  nChanged 56
		SP:Iteration 26Q (47751.960000 sec): 3 clusters
  Score: Raw -576326.802656 + Penalty 2778.387832 = -573548.414823
  nChanged 40
		SP:Iteration 27Q (47752.140000 sec): 3 clusters
  Score: Raw -576345.263163 + Penalty 2778.387832 = -573566.875331
  nChanged 41
		SP:Iteration 28Q (47752.300000 sec): 3 clusters
  Score: Raw -576364.158412 + Penalty 2778.387832 = -573585.770580
  nChanged 38
		SP:Iteration 29Q (47752.520000 sec): 3 clusters
  Score: Raw -576380.222494 + Penalty 2778.387832 = -573601.834662
  nChanged 35
		SP:Iteration 30Q (47752.710000 sec): 3 clusters
  Score: Raw -576395.628949 + Penalty 2778.387832 = -573617.241116
  nChanged 41
		SP:Iteration 31Q (47752.910000 sec): 3 clusters
  Score: Raw -576410.060304 + Penalty 2778.387832 = -573631.672472
  nChanged 22
		SP:Iteration 32Q (47753.100000 sec): 3 clusters
  Score: Raw -576418.670377 + Penalty 2778.387832 = -573640.282545
  nChanged 22
		SP:Iteration 33Q (47753.260000 sec): 3 clusters
  Score: Raw -576426.207801 + Penalty 2778.387832 = -573647.819969
  nChanged 17
		SP:Iteration 34Q (47753.440000 sec): 3 clusters
  Score: Raw -576434.752934 + Penalty 2778.387832 = -573656.365101
  nChanged 26
		SP:Iteration 35Q (47753.640000 sec): 3 clusters
  Score: Raw -576448.875275 + Penalty 2778.387832 = -573670.487442
  nChanged 31
		SP:Iteration 36Q (47753.830000 sec): 3 clusters
  Score: Raw -576463.569180 + Penalty 2778.387832 = -573685.181348
  nChanged 31
		SP:Iteration 37Q (47753.980000 sec): 3 clusters
  Score: Raw -576475.092901 + Penalty 2778.387832 = -573696.705069
  nChanged 22
		SP:Iteration 38Q (47754.190000 sec): 3 clusters
  Score: Raw -576483.559781 + Penalty 2778.387832 = -573705.171948
  nChanged 17
		SP:Iteration 39Q (47754.350000 sec): 3 clusters
  Score: Raw -576488.684028 + Penalty 2778.387832 = -573710.296196
  nChanged 12
		SP:Iteration 40F (47754.560000 sec): 3 clusters
  Score: Raw -576491.984439 + Penalty 2778.387832 = -573713.596607
  nChanged 9
		SP:Iteration 41Q (47754.750000 sec): 3 clusters
  Score: Raw -576494.203847 + Penalty 2778.387832 = -573715.816015
  nChanged 9
		SP:Iteration 42Q (47754.930000 sec): 3 clusters
  Score: Raw -576498.242885 + Penalty 2778.387832 = -573719.855053
  nChanged 15
		SP:Iteration 43Q (47755.100000 sec): 3 clusters
  Score: Raw -576503.709942 + Penalty 2778.387832 = -573725.322110
  nChanged 16
		SP:Iteration 44Q (47755.290000 sec): 3 clusters
  Score: Raw -576509.029588 + Penalty 2778.387832 = -573730.641756
  nChanged 13
		SP:Iteration 45Q (47755.490000 sec): 3 clusters
  Score: Raw -576514.009242 + Penalty 2778.387832 = -573735.621409
  nChanged 17
		SP:Iteration 46Q (47755.640000 sec): 3 clusters
  Score: Raw -576520.257809 + Penalty 2778.387832 = -573741.869976
  nChanged 15
		SP:Iteration 47Q (47755.830000 sec): 3 clusters
  Score: Raw -576526.783827 + Penalty 2778.387832 = -573748.395994
  nChanged 15
		SP:Iteration 48Q (47756.060000 sec): 3 clusters
  Score: Raw -576533.959723 + Penalty 2778.387832 = -573755.571891
  nChanged 19
		SP:Iteration 49Q (47756.210000 sec): 3 clusters
  Score: Raw -576544.165432 + Penalty 2778.387832 = -573765.777600
  nChanged 22
		SP:Iteration 50Q (47756.410000 sec): 3 clusters
  Score: Raw -576551.729717 + Penalty 2778.387832 = -573773.341885
  nChanged 21
		SP:Iteration 51Q (47756.590000 sec): 3 clusters
  Score: Raw -576560.393660 + Penalty 2778.387832 = -573782.005828
  nChanged 17
		SP:Iteration 52Q (47756.790000 sec): 3 clusters
  Score: Raw -576566.657623 + Penalty 2778.387832 = -573788.269790
  nChanged 20
		SP:Iteration 53Q (47756.990000 sec): 3 clusters
  Score: Raw -576575.086417 + Penalty 2778.387832 = -573796.698585
  nChanged 16
		SP:Iteration 54Q (47757.170000 sec): 3 clusters
  Score: Raw -576582.033738 + Penalty 2778.387832 = -573803.645906
  nChanged 22
		SP:Iteration 55Q (47757.370000 sec): 3 clusters
  Score: Raw -576591.203131 + Penalty 2778.387832 = -573812.815298
  nChanged 19
		SP:Iteration 56Q (47757.570000 sec): 3 clusters
  Score: Raw -576600.866951 + Penalty 2778.387832 = -573822.479119
  nChanged 19
		SP:Iteration 57Q (47757.760000 sec): 3 clusters
  Score: Raw -576610.005924 + Penalty 2778.387832 = -573831.618092
  nChanged 21
		SP:Iteration 58Q (47757.900000 sec): 3 clusters
  Score: Raw -576619.860253 + Penalty 2778.387832 = -573841.472420
  nChanged 21
		SP:Iteration 59Q (47758.060000 sec): 3 clusters
  Score: Raw -576631.667094 + Penalty 2778.387832 = -573853.279262
  nChanged 19
		SP:Iteration 60F (47758.190000 sec): 3 clusters
  Score: Raw -576643.198444 + Penalty 2778.387832 = -573864.810612
  nChanged 23
		SP:Iteration 61Q (47758.430000 sec): 3 clusters
  Score: Raw -576653.281966 + Penalty 2778.387832 = -573874.894134
  nChanged 15
		SP:Iteration 62Q (47758.620000 sec): 3 clusters
  Score: Raw -576661.530284 + Penalty 2778.387832 = -573883.142452
  nChanged 11
		SP:Iteration 63Q (47758.830000 sec): 3 clusters
  Score: Raw -576666.974104 + Penalty 2778.387832 = -573888.586271
  nChanged 13
		SP:Iteration 64Q (47758.970000 sec): 3 clusters
  Score: Raw -576671.870182 + Penalty 2778.387832 = -573893.482349
  nChanged 8
		SP:Iteration 65Q (47759.170000 sec): 3 clusters
  Score: Raw -576677.590472 + Penalty 2778.387832 = -573899.202640
  nChanged 13
		SP:Iteration 66Q (47759.400000 sec): 3 clusters
  Score: Raw -576685.081235 + Penalty 2778.387832 = -573906.693402
  nChanged 12
		SP:Iteration 67Q (47759.620000 sec): 3 clusters
  Score: Raw -576694.684997 + Penalty 2778.387832 = -573916.297164
  nChanged 16
		SP:Iteration 68Q (47759.740000 sec): 3 clusters
  Score: Raw -576701.547819 + Penalty 2778.387832 = -573923.159986
  nChanged 9
		SP:Iteration 69Q (47759.990000 sec): 3 clusters
  Score: Raw -576705.943646 + Penalty 2778.387832 = -573927.555813
  nChanged 12
		SP:Iteration 70Q (47760.140000 sec): 3 clusters
  Score: Raw -576712.136520 + Penalty 2778.387832 = -573933.748688
  nChanged 11
		SP:Iteration 71Q (47760.300000 sec): 3 clusters
  Score: Raw -576718.717046 + Penalty 2778.387832 = -573940.329214
  nChanged 14
		SP:Iteration 72Q (47760.480000 sec): 3 clusters
  Score: Raw -576727.029864 + Penalty 2778.387832 = -573948.642032
  nChanged 13
		SP:Iteration 73Q (47760.660000 sec): 3 clusters
  Score: Raw -576733.560276 + Penalty 2778.387832 = -573955.172444
  nChanged 11
		SP:Iteration 74Q (47760.840000 sec): 3 clusters
  Score: Raw -576737.248506 + Penalty 2778.387832 = -573958.860673
  nChanged 13
		SP:Iteration 75Q (47761.020000 sec): 3 clusters
  Score: Raw -576741.939726 + Penalty 2778.387832 = -573963.551894
  nChanged 8
		SP:Iteration 76Q (47761.200000 sec): 3 clusters
  Score: Raw -576746.564713 + Penalty 2778.387832 = -573968.176881
  nChanged 6
		SP:Iteration 77Q (47761.400000 sec): 3 clusters
  Score: Raw -576749.972342 + Penalty 2778.387832 = -573971.584509
  nChanged 5
		SP:Iteration 78Q (47761.570000 sec): 3 clusters
  Score: Raw -576752.343123 + Penalty 2778.387832 = -573973.955291
  nChanged 4
		SP:Iteration 79Q (47761.730000 sec): 3 clusters
  Score: Raw -576753.822027 + Penalty 2778.387832 = -573975.434194
  nChanged 3
		SP:Iteration 80F (47761.870000 sec): 3 clusters
  Score: Raw -576755.052508 + Penalty 2778.387832 = -573976.664676
  nChanged 3
		SP:Iteration 81Q (47762.070000 sec): 3 clusters
  Score: Raw -576756.416966 + Penalty 2778.387832 = -573978.029134
  nChanged 5
		SP:Iteration 82Q (47762.220000 sec): 3 clusters
  Score: Raw -576760.141957 + Penalty 2778.387832 = -573981.754125
  nChanged 9
		SP:Iteration 83Q (47762.420000 sec): 3 clusters
  Score: Raw -576763.975224 + Penalty 2778.387832 = -573985.587391
  nChanged 4
		SP:Iteration 84Q (47762.580000 sec): 3 clusters
  Score: Raw -576767.225694 + Penalty 2778.387832 = -573988.837862
  nChanged 4
		SP:Iteration 85Q (47762.790000 sec): 3 clusters
  Score: Raw -576769.751729 + Penalty 2778.387832 = -573991.363896
  nChanged 4
		SP:Iteration 86Q (47762.980000 sec): 3 clusters
  Score: Raw -576771.629714 + Penalty 2778.387832 = -573993.241882
  nChanged 1
		SP:Iteration 87Q (47763.170000 sec): 3 clusters
  Score: Raw -576772.093818 + Penalty 2778.387832 = -573993.705986
  nChanged 2
		SP:Iteration 88Q (47763.330000 sec): 3 clusters
  Score: Raw -576773.069213 + Penalty 2778.387832 = -573994.681380
  nChanged 1
		SP:Iteration 89Q (47763.480000 sec): 3 clusters
  Score: Raw -576773.351615 + Penalty 2778.387832 = -573994.963782
  nChanged 1
		SP:Iteration 90Q (47763.680000 sec): 3 clusters
  Score: Raw -576773.724651 + Penalty 2778.387832 = -573995.336818
  nChanged 1
		SP:Iteration 91Q (47763.820000 sec): 3 clusters
  Score: Raw -576774.122588 + Penalty 2778.387832 = -573995.734756
  nChanged 2
		SP:Iteration 92Q (47763.980000 sec): 3 clusters
  Score: Raw -576775.532704 + Penalty 2778.387832 = -573997.144871
  nChanged 1
		SP:Iteration 93Q (47764.190000 sec): 3 clusters
  Score: Raw -576776.903123 + Penalty 2778.387832 = -573998.515291
  nChanged 4
		SP:Iteration 94Q (47764.360000 sec): 3 clusters
  Score: Raw -576778.653016 + Penalty 2778.387832 = -574000.265184
  nChanged 5
		SP:Iteration 95Q (47764.550000 sec): 3 clusters
  Score: Raw -576780.351392 + Penalty 2778.387832 = -574001.963560
  nChanged 2
		SP:Iteration 96Q (47764.760000 sec): 3 clusters
  Score: Raw -576781.178243 + Penalty 2778.387832 = -574002.790410
  nChanged 1
		SP:Iteration 97Q (47764.920000 sec): 3 clusters
  Score: Raw -576781.556978 + Penalty 2778.387832 = -574003.169146
  nChanged 1
		SP:Iteration 98Q (47765.120000 sec): 3 clusters
  Score: Raw -576781.673521 + Penalty 2778.387832 = -574003.285689
  nChanged 0
		SP:Iteration 99F (47765.290000 sec): 3 clusters
  Score: Raw -576781.673521 + Penalty 2778.387832 = -574003.285689
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47765.410000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47765.600000 sec): 3 clusters
  Score: Raw -363109.012596 + Penalty 2652.075560 = -360456.937036
  nChanged 1332
		SP:Iteration 1F (47765.770000 sec): 3 clusters
  Score: Raw -364098.403487 + Penalty 2652.075560 = -361446.327927
  nChanged 359
		SP:Iteration 2F (47765.940000 sec): 3 clusters
  Score: Raw -364483.740384 + Penalty 2652.075560 = -361831.664824
  nChanged 280
		SP:Iteration 3F (47766.090000 sec): 3 clusters
  Score: Raw -364784.276864 + Penalty 2652.075560 = -362132.201304
  nChanged 249
		SP:Iteration 4F (47766.300000 sec): 3 clusters
  Score: Raw -365061.841751 + Penalty 2652.075560 = -362409.766191
  nChanged 195
		SP:Iteration 5F (47766.450000 sec): 3 clusters
  Score: Raw -365240.279172 + Penalty 2652.075560 = -362588.203612
  nChanged 144
		SP:Iteration 6Q (47766.590000 sec): 3 clusters
  Score: Raw -365349.035675 + Penalty 2652.075560 = -362696.960115
  nChanged 104
		SP:Iteration 7Q (47766.760000 sec): 3 clusters
  Score: Raw -365405.954912 + Penalty 2652.075560 = -362753.879352
  nChanged 63
		SP:Iteration 8Q (47766.940000 sec): 3 clusters
  Score: Raw -365442.262560 + Penalty 2652.075560 = -362790.187000
  nChanged 46
		SP:Iteration 9Q (47767.140000 sec): 3 clusters
  Score: Raw -365463.779599 + Penalty 2652.075560 = -362811.704039
  nChanged 32
		SP:Iteration 10Q (47767.320000 sec): 3 clusters
  Score: Raw -365481.476789 + Penalty 2652.075560 = -362829.401229
  nChanged 28
		SP:Iteration 11Q (47767.490000 sec): 3 clusters
  Score: Raw -365495.305473 + Penalty 2652.075560 = -362843.229913
  nChanged 28
		SP:Iteration 12Q (47767.640000 sec): 3 clusters
  Score: Raw -365506.746734 + Penalty 2652.075560 = -362854.671174
  nChanged 28
		SP:Iteration 13Q (47767.850000 sec): 3 clusters
  Score: Raw -365517.740851 + Penalty 2652.075560 = -362865.665291
  nChanged 24
		SP:Iteration 14Q (47768.010000 sec): 3 clusters
  Score: Raw -365527.184875 + Penalty 2652.075560 = -362875.109315
  nChanged 24
		SP:Iteration 15Q (47768.220000 sec): 3 clusters
  Score: Raw -365535.551593 + Penalty 2652.075560 = -362883.476033
  nChanged 21
		SP:Iteration 16Q (47768.370000 sec): 3 clusters
  Score: Raw -365545.237088 + Penalty 2652.075560 = -362893.161528
  nChanged 13
		SP:Iteration 17Q (47768.590000 sec): 3 clusters
  Score: Raw -365548.788277 + Penalty 2652.075560 = -362896.712717
  nChanged 9
		SP:Iteration 18Q (47768.750000 sec): 3 clusters
  Score: Raw -365552.063089 + Penalty 2652.075560 = -362899.987529
  nChanged 13
		SP:Iteration 19Q (47768.910000 sec): 3 clusters
  Score: Raw -365555.864204 + Penalty 2652.075560 = -362903.788644
  nChanged 8
		SP:Iteration 20F (47769.120000 sec): 3 clusters
  Score: Raw -365558.786165 + Penalty 2652.075560 = -362906.710605
  nChanged 7
		SP:Iteration 21Q (47769.250000 sec): 3 clusters
  Score: Raw -365560.556380 + Penalty 2652.075560 = -362908.480820
  nChanged 6
		SP:Iteration 22Q (47769.430000 sec): 3 clusters
  Score: Raw -365562.071511 + Penalty 2652.075560 = -362909.995951
  nChanged 5
		SP:Iteration 23Q (47769.630000 sec): 3 clusters
  Score: Raw -365563.512803 + Penalty 2652.075560 = -362911.437243
  nChanged 7
		SP:Iteration 24Q (47769.830000 sec): 3 clusters
  Score: Raw -365565.650564 + Penalty 2652.075560 = -362913.575004
  nChanged 4
		SP:Iteration 25Q (47769.950000 sec): 3 clusters
  Score: Raw -365566.751725 + Penalty 2652.075560 = -362914.676165
  nChanged 5
		SP:Iteration 26Q (47770.130000 sec): 3 clusters
  Score: Raw -365568.155601 + Penalty 2652.075560 = -362916.080041
  nChanged 3
		SP:Iteration 27Q (47770.270000 sec): 3 clusters
  Score: Raw -365568.571532 + Penalty 2652.075560 = -362916.495972
  nChanged 1
		SP:Iteration 28Q (47770.450000 sec): 3 clusters
  Score: Raw -365568.694646 + Penalty 2652.075560 = -362916.619086
  nChanged 0
		SP:Iteration 29F (47770.650000 sec): 3 clusters
  Score: Raw -365568.694646 + Penalty 2652.075560 = -362916.619086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47770.770000 sec): 2 clusters
  Score: Raw -1114434.023482 + Penalty 1494.997881 = -1112939.025601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47771.000000 sec): 3 clusters
  Score: Raw -1108853.766926 + Penalty 2989.995762 = -1105863.771164
  nChanged 4206
		SP:Iteration 1F (47771.260000 sec): 3 clusters
  Score: Raw -1111092.563380 + Penalty 2989.995762 = -1108102.567618
  nChanged 525
		SP:Iteration 2F (47771.460000 sec): 3 clusters
  Score: Raw -1111292.556543 + Penalty 2989.995762 = -1108302.560781
  nChanged 422
		SP:Iteration 3Q (47771.660000 sec): 3 clusters
  Score: Raw -1111450.853897 + Penalty 2989.995762 = -1108460.858135
  nChanged 379
		SP:Iteration 4Q (47771.910000 sec): 3 clusters
  Score: Raw -1111576.952426 + Penalty 2989.995762 = -1108586.956664
  nChanged 318
		SP:Iteration 5Q (47772.130000 sec): 3 clusters
  Score: Raw -1111689.119845 + Penalty 2989.995762 = -1108699.124083
  nChanged 282
		SP:Iteration 6Q (47772.400000 sec): 3 clusters
  Score: Raw -1111794.486263 + Penalty 2989.995762 = -1108804.490501
  nChanged 308
		SP:Iteration 7Q (47772.640000 sec): 3 clusters
  Score: Raw -1111918.897044 + Penalty 2989.995762 = -1108928.901283
  nChanged 333
		SP:Iteration 8Q (47772.850000 sec): 3 clusters
  Score: Raw -1112066.510363 + Penalty 2989.995762 = -1109076.514601
  nChanged 365
		SP:Iteration 9Q (47773.090000 sec): 3 clusters
  Score: Raw -1112232.391927 + Penalty 2989.995762 = -1109242.396165
  nChanged 410
		SP:Iteration 10Q (47773.330000 sec): 3 clusters
  Score: Raw -1112451.340828 + Penalty 2989.995762 = -1109461.345066
  nChanged 440
		SP:Iteration 11Q (47773.570000 sec): 3 clusters
  Score: Raw -1112717.704627 + Penalty 2989.995762 = -1109727.708865
  nChanged 460
		SP:Iteration 12Q (47773.840000 sec): 3 clusters
  Score: Raw -1113020.493693 + Penalty 2989.995762 = -1110030.497931
  nChanged 485
		SP:Iteration 13Q (47774.040000 sec): 3 clusters
  Score: Raw -1113394.815874 + Penalty 2989.995762 = -1110404.820112
  nChanged 448
		SP:Iteration 14Q (47774.290000 sec): 3 clusters
  Score: Raw -1113767.579245 + Penalty 2989.995762 = -1110777.583483
  nChanged 341
		SP:Iteration 15Q (47774.480000 sec): 3 clusters
  Score: Raw -1114073.675746 + Penalty 2989.995762 = -1111083.679984
  nChanged 236
		SP:Iteration 16Q (47774.620000 sec): 3 clusters
  Score: Raw -1114296.522262 + Penalty 2989.995762 = -1111306.526500
  nChanged 132
		SP:Iteration 17Q (47774.840000 sec): 3 clusters
  Score: Raw -1114444.415686 + Penalty 2989.995762 = -1111454.419924
  nChanged 64
		SP:Iteration 18Q (47775.040000 sec): 3 clusters
  Score: Raw -1114519.239851 + Penalty 2989.995762 = -1111529.244090
  nChanged 27
		SP:Iteration 19Q (47775.260000 sec): 3 clusters
  Score: Raw -1114550.765481 + Penalty 2989.995762 = -1111560.769719
  nChanged 27
		SP:Iteration 20F (47775.510000 sec): 3 clusters
  Score: Raw -1114581.566475 + Penalty 2989.995762 = -1111591.570713
  nChanged 15
		SP:Iteration 21Q (47775.730000 sec): 3 clusters
  Score: Raw -1114597.769811 + Penalty 2989.995762 = -1111607.774049
  nChanged 7
		SP:Iteration 22Q (47775.920000 sec): 3 clusters
  Score: Raw -1114608.393904 + Penalty 2989.995762 = -1111618.398142
  nChanged 6
		SP:Iteration 23Q (47776.160000 sec): 3 clusters
  Score: Raw -1114616.131227 + Penalty 2989.995762 = -1111626.135465
  nChanged 5
		SP:Iteration 24Q (47776.370000 sec): 3 clusters
  Score: Raw -1114621.968268 + Penalty 2989.995762 = -1111631.972506
  nChanged 5
		SP:Iteration 25Q (47776.580000 sec): 3 clusters
  Score: Raw -1114629.953779 + Penalty 2989.995762 = -1111639.958017
  nChanged 6
		SP:Iteration 26Q (47776.790000 sec): 3 clusters
  Score: Raw -1114639.349836 + Penalty 2989.995762 = -1111649.354074
  nChanged 5
		SP:Iteration 27Q (47777.040000 sec): 3 clusters
  Score: Raw -1114644.347514 + Penalty 2989.995762 = -1111654.351752
  nChanged 0
		SP:Iteration 28F (47777.250000 sec): 3 clusters
  Score: Raw -1114644.347514 + Penalty 2989.995762 = -1111654.351752
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47777.400000 sec): 2 clusters
  Score: Raw -1211580.642569 + Penalty 1520.363713 = -1210060.278856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47777.620000 sec): 3 clusters
  Score: Raw -1204971.330958 + Penalty 3040.727425 = -1201930.603533
  nChanged 4990
		SP:Iteration 1F (47777.840000 sec): 3 clusters
  Score: Raw -1207615.565687 + Penalty 3040.727425 = -1204574.838261
  nChanged 712
		SP:Iteration 2F (47778.100000 sec): 3 clusters
  Score: Raw -1207929.578287 + Penalty 3040.727425 = -1204888.850862
  nChanged 598
		SP:Iteration 3F (47778.360000 sec): 3 clusters
  Score: Raw -1208160.012975 + Penalty 3040.727425 = -1205119.285550
  nChanged 501
		SP:Iteration 4Q (47778.570000 sec): 3 clusters
  Score: Raw -1208364.062911 + Penalty 3040.727425 = -1205323.335486
  nChanged 511
		SP:Iteration 5Q (47778.790000 sec): 3 clusters
  Score: Raw -1208574.304396 + Penalty 3040.727425 = -1205533.576971
  nChanged 494
		SP:Iteration 6Q (47779.040000 sec): 3 clusters
  Score: Raw -1208776.111251 + Penalty 3040.727425 = -1205735.383825
  nChanged 486
		SP:Iteration 7Q (47779.250000 sec): 3 clusters
  Score: Raw -1208973.692510 + Penalty 3040.727425 = -1205932.965085
  nChanged 451
		SP:Iteration 8Q (47779.530000 sec): 3 clusters
  Score: Raw -1209181.145105 + Penalty 3040.727425 = -1206140.417679
  nChanged 465
		SP:Iteration 9Q (47779.770000 sec): 3 clusters
  Score: Raw -1209413.485903 + Penalty 3040.727425 = -1206372.758477
  nChanged 462
		SP:Iteration 10Q (47779.980000 sec): 3 clusters
  Score: Raw -1209650.659308 + Penalty 3040.727425 = -1206609.931883
  nChanged 423
		SP:Iteration 11Q (47780.220000 sec): 3 clusters
  Score: Raw -1209845.415918 + Penalty 3040.727425 = -1206804.688492
  nChanged 390
		SP:Iteration 12Q (47780.440000 sec): 3 clusters
  Score: Raw -1210019.073116 + Penalty 3040.727425 = -1206978.345691
  nChanged 345
		SP:Iteration 13Q (47780.680000 sec): 3 clusters
  Score: Raw -1210151.318074 + Penalty 3040.727425 = -1207110.590648
  nChanged 287
		SP:Iteration 14Q (47780.920000 sec): 3 clusters
  Score: Raw -1210241.471868 + Penalty 3040.727425 = -1207200.744442
  nChanged 213
		SP:Iteration 15Q (47781.160000 sec): 3 clusters
  Score: Raw -1210301.620425 + Penalty 3040.727425 = -1207260.893000
  nChanged 181
		SP:Iteration 16Q (47781.410000 sec): 3 clusters
  Score: Raw -1210347.309727 + Penalty 3040.727425 = -1207306.582301
  nChanged 162
		SP:Iteration 17Q (47781.650000 sec): 3 clusters
  Score: Raw -1210388.630632 + Penalty 3040.727425 = -1207347.903207
  nChanged 181
		SP:Iteration 18Q (47781.860000 sec): 3 clusters
  Score: Raw -1210439.087839 + Penalty 3040.727425 = -1207398.360414
  nChanged 187
		SP:Iteration 19Q (47782.140000 sec): 3 clusters
  Score: Raw -1210492.647088 + Penalty 3040.727425 = -1207451.919663
  nChanged 198
		SP:Iteration 20F (47782.360000 sec): 3 clusters
  Score: Raw -1210556.441089 + Penalty 3040.727425 = -1207515.713663
  nChanged 219
		SP:Iteration 21Q (47782.580000 sec): 3 clusters
  Score: Raw -1210634.356162 + Penalty 3040.727425 = -1207593.628736
  nChanged 248
		SP:Iteration 22Q (47782.880000 sec): 3 clusters
  Score: Raw -1210740.235855 + Penalty 3040.727425 = -1207699.508430
  nChanged 276
		SP:Iteration 23Q (47783.110000 sec): 3 clusters
  Score: Raw -1210862.465850 + Penalty 3040.727425 = -1207821.738425
  nChanged 249
		SP:Iteration 24Q (47783.320000 sec): 3 clusters
  Score: Raw -1210980.281854 + Penalty 3040.727425 = -1207939.554429
  nChanged 235
		SP:Iteration 25Q (47783.570000 sec): 3 clusters
  Score: Raw -1211093.255194 + Penalty 3040.727425 = -1208052.527768
  nChanged 221
		SP:Iteration 26Q (47783.810000 sec): 3 clusters
  Score: Raw -1211196.744229 + Penalty 3040.727425 = -1208156.016804
  nChanged 195
		SP:Iteration 27Q (47784.030000 sec): 3 clusters
  Score: Raw -1211288.067169 + Penalty 3040.727425 = -1208247.339743
  nChanged 172
		SP:Iteration 28Q (47784.260000 sec): 3 clusters
  Score: Raw -1211371.891426 + Penalty 3040.727425 = -1208331.164001
  nChanged 151
		SP:Iteration 29Q (47784.490000 sec): 3 clusters
  Score: Raw -1211452.555820 + Penalty 3040.727425 = -1208411.828395
  nChanged 151
		SP:Iteration 30Q (47784.740000 sec): 3 clusters
  Score: Raw -1211532.357398 + Penalty 3040.727425 = -1208491.629973
  nChanged 116
		SP:Iteration 31Q (47784.970000 sec): 3 clusters
  Score: Raw -1211594.550259 + Penalty 3040.727425 = -1208553.822833
  nChanged 99
		SP:Iteration 32Q (47785.220000 sec): 3 clusters
  Score: Raw -1211649.458748 + Penalty 3040.727425 = -1208608.731322
  nChanged 77
		SP:Iteration 33Q (47785.480000 sec): 3 clusters
  Score: Raw -1211695.263435 + Penalty 3040.727425 = -1208654.536009
  nChanged 63
		SP:Iteration 34Q (47785.670000 sec): 3 clusters
  Score: Raw -1211733.206216 + Penalty 3040.727425 = -1208692.478790
  nChanged 55
		SP:Iteration 35Q (47785.850000 sec): 3 clusters
  Score: Raw -1211766.172310 + Penalty 3040.727425 = -1208725.444884
  nChanged 37
		SP:Iteration 36Q (47786.090000 sec): 3 clusters
  Score: Raw -1211788.928604 + Penalty 3040.727425 = -1208748.201178
  nChanged 28
		SP:Iteration 37Q (47786.340000 sec): 3 clusters
  Score: Raw -1211805.870276 + Penalty 3040.727425 = -1208765.142850
  nChanged 23
		SP:Iteration 38Q (47786.540000 sec): 3 clusters
  Score: Raw -1211821.087969 + Penalty 3040.727425 = -1208780.360544
  nChanged 14
		SP:Iteration 39Q (47786.790000 sec): 3 clusters
  Score: Raw -1211831.024691 + Penalty 3040.727425 = -1208790.297266
  nChanged 14
		SP:Iteration 40F (47787.010000 sec): 3 clusters
  Score: Raw -1211844.519790 + Penalty 3040.727425 = -1208803.792365
  nChanged 15
		SP:Iteration 41Q (47787.210000 sec): 3 clusters
  Score: Raw -1211852.477278 + Penalty 3040.727425 = -1208811.749852
  nChanged 5
		SP:Iteration 42Q (47787.430000 sec): 3 clusters
  Score: Raw -1211854.905040 + Penalty 3040.727425 = -1208814.177614
  nChanged 3
		SP:Iteration 43Q (47787.650000 sec): 3 clusters
  Score: Raw -1211856.943875 + Penalty 3040.727425 = -1208816.216450
  nChanged 3
		SP:Iteration 44Q (47787.870000 sec): 3 clusters
  Score: Raw -1211858.560379 + Penalty 3040.727425 = -1208817.832954
  nChanged 1
		SP:Iteration 45Q (47788.040000 sec): 3 clusters
  Score: Raw -1211859.178328 + Penalty 3040.727425 = -1208818.450903
  nChanged 0
		SP:Iteration 46F (47788.280000 sec): 3 clusters
  Score: Raw -1211859.178328 + Penalty 3040.727425 = -1208818.450903
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47788.370000 sec): 2 clusters
  Score: Raw -952070.929292 + Penalty 1482.794854 = -950588.134438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47788.550000 sec): 3 clusters
  Score: Raw -946913.820742 + Penalty 2965.589708 = -943948.231034
  nChanged 3932
		SP:Iteration 1F (47788.810000 sec): 3 clusters
  Score: Raw -949197.147040 + Penalty 2965.589708 = -946231.557332
  nChanged 681
		SP:Iteration 2F (47789.010000 sec): 3 clusters
  Score: Raw -949583.426963 + Penalty 2965.589708 = -946617.837255
  nChanged 580
		SP:Iteration 3F (47789.210000 sec): 3 clusters
  Score: Raw -949947.851310 + Penalty 2965.589708 = -946982.261602
  nChanged 530
		SP:Iteration 4F (47789.410000 sec): 3 clusters
  Score: Raw -950277.921537 + Penalty 2965.589708 = -947312.331829
  nChanged 496
		SP:Iteration 5F (47789.610000 sec): 3 clusters
  Score: Raw -950597.031077 + Penalty 2965.589708 = -947631.441369
  nChanged 458
		SP:Iteration 6Q (47789.840000 sec): 3 clusters
  Score: Raw -950911.017973 + Penalty 2965.589708 = -947945.428265
  nChanged 407
		SP:Iteration 7Q (47790.020000 sec): 3 clusters
  Score: Raw -951175.084155 + Penalty 2965.589708 = -948209.494447
  nChanged 355
		SP:Iteration 8Q (47790.220000 sec): 3 clusters
  Score: Raw -951411.600600 + Penalty 2965.589708 = -948446.010892
  nChanged 302
		SP:Iteration 9Q (47790.430000 sec): 3 clusters
  Score: Raw -951573.255357 + Penalty 2965.589708 = -948607.665648
  nChanged 222
		SP:Iteration 10Q (47790.670000 sec): 3 clusters
  Score: Raw -951676.100412 + Penalty 2965.589708 = -948710.510704
  nChanged 180
		SP:Iteration 11Q (47790.870000 sec): 3 clusters
  Score: Raw -951760.624127 + Penalty 2965.589708 = -948795.034419
  nChanged 167
		SP:Iteration 12Q (47791.090000 sec): 3 clusters
  Score: Raw -951842.072204 + Penalty 2965.589708 = -948876.482496
  nChanged 140
		SP:Iteration 13Q (47791.320000 sec): 3 clusters
  Score: Raw -951895.900765 + Penalty 2965.589708 = -948930.311057
  nChanged 112
		SP:Iteration 14Q (47791.520000 sec): 3 clusters
  Score: Raw -951936.686870 + Penalty 2965.589708 = -948971.097162
  nChanged 104
		SP:Iteration 15Q (47791.750000 sec): 3 clusters
  Score: Raw -951975.591391 + Penalty 2965.589708 = -949010.001683
  nChanged 91
		SP:Iteration 16Q (47792.000000 sec): 3 clusters
  Score: Raw -952012.224714 + Penalty 2965.589708 = -949046.635006
  nChanged 81
		SP:Iteration 17Q (47792.200000 sec): 3 clusters
  Score: Raw -952039.275975 + Penalty 2965.589708 = -949073.686266
  nChanged 61
		SP:Iteration 18Q (47792.420000 sec): 3 clusters
  Score: Raw -952058.616438 + Penalty 2965.589708 = -949093.026730
  nChanged 64
		SP:Iteration 19Q (47792.620000 sec): 3 clusters
  Score: Raw -952081.326676 + Penalty 2965.589708 = -949115.736967
  nChanged 69
		SP:Iteration 20F (47792.840000 sec): 3 clusters
  Score: Raw -952104.436286 + Penalty 2965.589708 = -949138.846577
  nChanged 66
		SP:Iteration 21Q (47793.030000 sec): 3 clusters
  Score: Raw -952122.908050 + Penalty 2965.589708 = -949157.318342
  nChanged 56
		SP:Iteration 22Q (47793.240000 sec): 3 clusters
  Score: Raw -952137.167135 + Penalty 2965.589708 = -949171.577427
  nChanged 43
		SP:Iteration 23Q (47793.440000 sec): 3 clusters
  Score: Raw -952148.159633 + Penalty 2965.589708 = -949182.569925
  nChanged 37
		SP:Iteration 24Q (47793.650000 sec): 3 clusters
  Score: Raw -952156.706657 + Penalty 2965.589708 = -949191.116948
  nChanged 26
		SP:Iteration 25Q (47793.900000 sec): 3 clusters
  Score: Raw -952162.681691 + Penalty 2965.589708 = -949197.091983
  nChanged 25
		SP:Iteration 26Q (47794.120000 sec): 3 clusters
  Score: Raw -952167.742859 + Penalty 2965.589708 = -949202.153150
  nChanged 23
		SP:Iteration 27Q (47794.330000 sec): 3 clusters
  Score: Raw -952172.409512 + Penalty 2965.589708 = -949206.819804
  nChanged 23
		SP:Iteration 28Q (47794.550000 sec): 3 clusters
  Score: Raw -952177.140323 + Penalty 2965.589708 = -949211.550615
  nChanged 22
		SP:Iteration 29Q (47794.790000 sec): 3 clusters
  Score: Raw -952181.186635 + Penalty 2965.589708 = -949215.596927
  nChanged 14
		SP:Iteration 30Q (47794.990000 sec): 3 clusters
  Score: Raw -952183.655050 + Penalty 2965.589708 = -949218.065342
  nChanged 11
		SP:Iteration 31Q (47795.230000 sec): 3 clusters
  Score: Raw -952185.735343 + Penalty 2965.589708 = -949220.145634
  nChanged 11
		SP:Iteration 32Q (47795.430000 sec): 3 clusters
  Score: Raw -952188.425383 + Penalty 2965.589708 = -949222.835675
  nChanged 13
		SP:Iteration 33Q (47795.670000 sec): 3 clusters
  Score: Raw -952190.825751 + Penalty 2965.589708 = -949225.236043
  nChanged 10
		SP:Iteration 34Q (47795.880000 sec): 3 clusters
  Score: Raw -952192.145852 + Penalty 2965.589708 = -949226.556143
  nChanged 7
		SP:Iteration 35Q (47796.120000 sec): 3 clusters
  Score: Raw -952192.923746 + Penalty 2965.589708 = -949227.334038
  nChanged 6
		SP:Iteration 36Q (47796.330000 sec): 3 clusters
  Score: Raw -952193.882444 + Penalty 2965.589708 = -949228.292736
  nChanged 8
		SP:Iteration 37Q (47796.580000 sec): 3 clusters
  Score: Raw -952194.819374 + Penalty 2965.589708 = -949229.229665
  nChanged 9
		SP:Iteration 38Q (47796.780000 sec): 3 clusters
  Score: Raw -952196.277641 + Penalty 2965.589708 = -949230.687933
  nChanged 9
		SP:Iteration 39Q (47796.980000 sec): 3 clusters
  Score: Raw -952197.155835 + Penalty 2965.589708 = -949231.566127
  nChanged 7
		SP:Iteration 40F (47797.200000 sec): 3 clusters
  Score: Raw -952198.110273 + Penalty 2965.589708 = -949232.520564
  nChanged 5
		SP:Iteration 41Q (47797.410000 sec): 3 clusters
  Score: Raw -952198.887434 + Penalty 2965.589708 = -949233.297726
  nChanged 5
		SP:Iteration 42Q (47797.600000 sec): 3 clusters
  Score: Raw -952199.797802 + Penalty 2965.589708 = -949234.208094
  nChanged 9
		SP:Iteration 43Q (47797.830000 sec): 3 clusters
  Score: Raw -952201.983820 + Penalty 2965.589708 = -949236.394112
  nChanged 10
		SP:Iteration 44Q (47798.010000 sec): 3 clusters
  Score: Raw -952203.809353 + Penalty 2965.589708 = -949238.219644
  nChanged 9
		SP:Iteration 45Q (47798.220000 sec): 3 clusters
  Score: Raw -952205.421537 + Penalty 2965.589708 = -949239.831829
  nChanged 11
		SP:Iteration 46Q (47798.410000 sec): 3 clusters
  Score: Raw -952207.593278 + Penalty 2965.589708 = -949242.003570
  nChanged 17
		SP:Iteration 47Q (47798.650000 sec): 3 clusters
  Score: Raw -952210.256041 + Penalty 2965.589708 = -949244.666333
  nChanged 10
		SP:Iteration 48Q (47798.840000 sec): 3 clusters
  Score: Raw -952211.497279 + Penalty 2965.589708 = -949245.907571
  nChanged 8
		SP:Iteration 49Q (47799.050000 sec): 3 clusters
  Score: Raw -952213.065260 + Penalty 2965.589708 = -949247.475551
  nChanged 6
		SP:Iteration 50Q (47799.280000 sec): 3 clusters
  Score: Raw -952213.826412 + Penalty 2965.589708 = -949248.236704
  nChanged 5
		SP:Iteration 51Q (47799.460000 sec): 3 clusters
  Score: Raw -952214.358538 + Penalty 2965.589708 = -949248.768829
  nChanged 7
		SP:Iteration 52Q (47799.700000 sec): 3 clusters
  Score: Raw -952215.326839 + Penalty 2965.589708 = -949249.737131
  nChanged 9
		SP:Iteration 53Q (47799.910000 sec): 3 clusters
  Score: Raw -952217.012481 + Penalty 2965.589708 = -949251.422773
  nChanged 13
		SP:Iteration 54Q (47800.050000 sec): 3 clusters
  Score: Raw -952219.766256 + Penalty 2965.589708 = -949254.176548
  nChanged 13
		SP:Iteration 55Q (47800.250000 sec): 3 clusters
  Score: Raw -952222.698640 + Penalty 2965.589708 = -949257.108931
  nChanged 17
		SP:Iteration 56Q (47800.470000 sec): 3 clusters
  Score: Raw -952226.686489 + Penalty 2965.589708 = -949261.096780
  nChanged 14
		SP:Iteration 57Q (47800.690000 sec): 3 clusters
  Score: Raw -952229.045115 + Penalty 2965.589708 = -949263.455406
  nChanged 13
		SP:Iteration 58Q (47800.880000 sec): 3 clusters
  Score: Raw -952232.438086 + Penalty 2965.589708 = -949266.848378
  nChanged 20
		SP:Iteration 59Q (47801.090000 sec): 3 clusters
  Score: Raw -952237.100472 + Penalty 2965.589708 = -949271.510764
  nChanged 26
		SP:Iteration 60F (47801.310000 sec): 3 clusters
  Score: Raw -952243.192701 + Penalty 2965.589708 = -949277.602993
  nChanged 24
		SP:Iteration 61Q (47801.500000 sec): 3 clusters
  Score: Raw -952249.427668 + Penalty 2965.589708 = -949283.837959
  nChanged 27
		SP:Iteration 62Q (47801.710000 sec): 3 clusters
  Score: Raw -952255.923824 + Penalty 2965.589708 = -949290.334115
  nChanged 26
		SP:Iteration 63Q (47801.930000 sec): 3 clusters
  Score: Raw -952261.807161 + Penalty 2965.589708 = -949296.217452
  nChanged 24
		SP:Iteration 64Q (47802.130000 sec): 3 clusters
  Score: Raw -952266.616859 + Penalty 2965.589708 = -949301.027150
  nChanged 24
		SP:Iteration 65Q (47802.340000 sec): 3 clusters
  Score: Raw -952272.843553 + Penalty 2965.589708 = -949307.253845
  nChanged 18
		SP:Iteration 66Q (47802.530000 sec): 3 clusters
  Score: Raw -952277.867719 + Penalty 2965.589708 = -949312.278011
  nChanged 23
		SP:Iteration 67Q (47802.740000 sec): 3 clusters
  Score: Raw -952283.200699 + Penalty 2965.589708 = -949317.610990
  nChanged 20
		SP:Iteration 68Q (47802.970000 sec): 3 clusters
  Score: Raw -952288.246356 + Penalty 2965.589708 = -949322.656647
  nChanged 22
		SP:Iteration 69Q (47803.160000 sec): 3 clusters
  Score: Raw -952295.898984 + Penalty 2965.589708 = -949330.309275
  nChanged 33
		SP:Iteration 70Q (47803.370000 sec): 3 clusters
  Score: Raw -952309.779424 + Penalty 2965.589708 = -949344.189716
  nChanged 37
		SP:Iteration 71Q (47803.560000 sec): 3 clusters
  Score: Raw -952320.383818 + Penalty 2965.589708 = -949354.794109
  nChanged 33
		SP:Iteration 72Q (47803.780000 sec): 3 clusters
  Score: Raw -952329.534757 + Penalty 2965.589708 = -949363.945049
  nChanged 38
		SP:Iteration 73Q (47804.030000 sec): 3 clusters
  Score: Raw -952341.048190 + Penalty 2965.589708 = -949375.458482
  nChanged 34
		SP:Iteration 74Q (47804.210000 sec): 3 clusters
  Score: Raw -952349.549102 + Penalty 2965.589708 = -949383.959393
  nChanged 33
		SP:Iteration 75Q (47804.390000 sec): 3 clusters
  Score: Raw -952362.325798 + Penalty 2965.589708 = -949396.736090
  nChanged 38
		SP:Iteration 76Q (47804.600000 sec): 3 clusters
  Score: Raw -952376.849122 + Penalty 2965.589708 = -949411.259414
  nChanged 27
		SP:Iteration 77Q (47804.800000 sec): 3 clusters
  Score: Raw -952386.022664 + Penalty 2965.589708 = -949420.432956
  nChanged 23
		SP:Iteration 78Q (47804.990000 sec): 3 clusters
  Score: Raw -952395.726013 + Penalty 2965.589708 = -949430.136304
  nChanged 28
		SP:Iteration 79Q (47805.200000 sec): 3 clusters
  Score: Raw -952406.980377 + Penalty 2965.589708 = -949441.390668
  nChanged 37
		SP:Iteration 80F (47805.390000 sec): 3 clusters
  Score: Raw -952422.880484 + Penalty 2965.589708 = -949457.290775
  nChanged 43
		SP:Iteration 81Q (47805.620000 sec): 3 clusters
  Score: Raw -952442.155648 + Penalty 2965.589708 = -949476.565940
  nChanged 31
		SP:Iteration 82Q (47805.790000 sec): 3 clusters
  Score: Raw -952453.454768 + Penalty 2965.589708 = -949487.865059
  nChanged 26
		SP:Iteration 83Q (47806.000000 sec): 3 clusters
  Score: Raw -952462.366089 + Penalty 2965.589708 = -949496.776381
  nChanged 33
		SP:Iteration 84Q (47806.260000 sec): 3 clusters
  Score: Raw -952474.358270 + Penalty 2965.589708 = -949508.768561
  nChanged 40
		SP:Iteration 85Q (47806.500000 sec): 3 clusters
  Score: Raw -952494.773442 + Penalty 2965.589708 = -949529.183734
  nChanged 52
		SP:Iteration 86Q (47806.690000 sec): 3 clusters
  Score: Raw -952521.474250 + Penalty 2965.589708 = -949555.884542
  nChanged 54
		SP:Iteration 87Q (47806.890000 sec): 3 clusters
  Score: Raw -952541.899019 + Penalty 2965.589708 = -949576.309311
  nChanged 35
		SP:Iteration 88Q (47807.100000 sec): 3 clusters
  Score: Raw -952551.656075 + Penalty 2965.589708 = -949586.066366
  nChanged 24
		SP:Iteration 89Q (47807.340000 sec): 3 clusters
  Score: Raw -952559.086323 + Penalty 2965.589708 = -949593.496615
  nChanged 21
		SP:Iteration 90Q (47807.530000 sec): 3 clusters
  Score: Raw -952565.703861 + Penalty 2965.589708 = -949600.114153
  nChanged 21
		SP:Iteration 91Q (47807.700000 sec): 3 clusters
  Score: Raw -952571.134322 + Penalty 2965.589708 = -949605.544613
  nChanged 10
		SP:Iteration 92Q (47807.920000 sec): 3 clusters
  Score: Raw -952575.122812 + Penalty 2965.589708 = -949609.533104
  nChanged 7
		SP:Iteration 93Q (47808.130000 sec): 3 clusters
  Score: Raw -952577.782321 + Penalty 2965.589708 = -949612.192613
  nChanged 6
		SP:Iteration 94Q (47808.390000 sec): 3 clusters
  Score: Raw -952580.344929 + Penalty 2965.589708 = -949614.755221
  nChanged 11
		SP:Iteration 95Q (47808.580000 sec): 3 clusters
  Score: Raw -952583.687110 + Penalty 2965.589708 = -949618.097401
  nChanged 11
		SP:Iteration 96Q (47808.740000 sec): 3 clusters
  Score: Raw -952586.334440 + Penalty 2965.589708 = -949620.744732
  nChanged 15
		SP:Iteration 97Q (47808.950000 sec): 3 clusters
  Score: Raw -952590.899830 + Penalty 2965.589708 = -949625.310122
  nChanged 8
		SP:Iteration 98Q (47809.180000 sec): 3 clusters
  Score: Raw -952594.737568 + Penalty 2965.589708 = -949629.147860
  nChanged 15
		SP:Iteration 99Q (47809.390000 sec): 3 clusters
  Score: Raw -952599.324180 + Penalty 2965.589708 = -949633.734471
  nChanged 6
		SP:Iteration 100F (47809.570000 sec): 3 clusters
  Score: Raw -952601.855525 + Penalty 2965.589708 = -949636.265817
  nChanged 15
		SP:Iteration 101Q (47809.790000 sec): 3 clusters
  Score: Raw -952607.769308 + Penalty 2965.589708 = -949642.179599
  nChanged 13
		SP:Iteration 102Q (47810.010000 sec): 3 clusters
  Score: Raw -952611.576702 + Penalty 2965.589708 = -949645.986994
  nChanged 7
		SP:Iteration 103Q (47810.210000 sec): 3 clusters
  Score: Raw -952614.138445 + Penalty 2965.589708 = -949648.548737
  nChanged 3
		SP:Iteration 104Q (47810.400000 sec): 3 clusters
  Score: Raw -952614.980406 + Penalty 2965.589708 = -949649.390698
  nChanged 2
		SP:Iteration 105Q (47810.590000 sec): 3 clusters
  Score: Raw -952615.527933 + Penalty 2965.589708 = -949649.938224
  nChanged 2
		SP:Iteration 106Q (47810.820000 sec): 3 clusters
  Score: Raw -952616.239016 + Penalty 2965.589708 = -949650.649308
  nChanged 1
		SP:Iteration 107Q (47810.990000 sec): 3 clusters
  Score: Raw -952616.378350 + Penalty 2965.589708 = -949650.788641
  nChanged 0
		SP:Iteration 108F (47811.170000 sec): 3 clusters
  Score: Raw -952616.378350 + Penalty 2965.589708 = -949650.788641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47811.310000 sec): 2 clusters
  Score: Raw -818420.948069 + Penalty 1450.126857 = -816970.821212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47811.520000 sec): 3 clusters
  Score: Raw -814286.237686 + Penalty 2900.253714 = -811385.983972
  nChanged 3179
		SP:Iteration 1F (47811.700000 sec): 3 clusters
  Score: Raw -815962.172048 + Penalty 2900.253714 = -813061.918335
  nChanged 497
		SP:Iteration 2F (47811.920000 sec): 3 clusters
  Score: Raw -816192.214331 + Penalty 2900.253714 = -813291.960618
  nChanged 410
		SP:Iteration 3F (47812.130000 sec): 3 clusters
  Score: Raw -816400.101732 + Penalty 2900.253714 = -813499.848019
  nChanged 396
		SP:Iteration 4F (47812.310000 sec): 3 clusters
  Score: Raw -816621.164434 + Penalty 2900.253714 = -813720.910721
  nChanged 391
		SP:Iteration 5F (47812.490000 sec): 3 clusters
  Score: Raw -816873.269471 + Penalty 2900.253714 = -813973.015757
  nChanged 422
		SP:Iteration 6F (47812.690000 sec): 3 clusters
  Score: Raw -817184.822399 + Penalty 2900.253714 = -814284.568685
  nChanged 444
		SP:Iteration 7F (47812.920000 sec): 3 clusters
  Score: Raw -817512.348350 + Penalty 2900.253714 = -814612.094637
  nChanged 437
		SP:Iteration 8F (47813.110000 sec): 3 clusters
  Score: Raw -817803.753211 + Penalty 2900.253714 = -814903.499498
  nChanged 366
		SP:Iteration 9Q (47813.310000 sec): 3 clusters
  Score: Raw -818006.859057 + Penalty 2900.253714 = -815106.605343
  nChanged 275
		SP:Iteration 10Q (47813.500000 sec): 3 clusters
  Score: Raw -818134.666184 + Penalty 2900.253714 = -815234.412470
  nChanged 197
		SP:Iteration 11Q (47813.680000 sec): 3 clusters
  Score: Raw -818214.257740 + Penalty 2900.253714 = -815314.004026
  nChanged 144
		SP:Iteration 12Q (47813.900000 sec): 3 clusters
  Score: Raw -818268.430513 + Penalty 2900.253714 = -815368.176800
  nChanged 116
		SP:Iteration 13Q (47814.090000 sec): 3 clusters
  Score: Raw -818300.463659 + Penalty 2900.253714 = -815400.209946
  nChanged 71
		SP:Iteration 14Q (47814.300000 sec): 3 clusters
  Score: Raw -818317.516323 + Penalty 2900.253714 = -815417.262609
  nChanged 63
		SP:Iteration 15Q (47814.530000 sec): 3 clusters
  Score: Raw -818331.232668 + Penalty 2900.253714 = -815430.978954
  nChanged 41
		SP:Iteration 16Q (47814.680000 sec): 3 clusters
  Score: Raw -818339.614581 + Penalty 2900.253714 = -815439.360868
  nChanged 29
		SP:Iteration 17Q (47814.850000 sec): 3 clusters
  Score: Raw -818345.489420 + Penalty 2900.253714 = -815445.235706
  nChanged 15
		SP:Iteration 18Q (47814.980000 sec): 3 clusters
  Score: Raw -818347.753144 + Penalty 2900.253714 = -815447.499430
  nChanged 10
		SP:Iteration 19Q (47815.170000 sec): 3 clusters
  Score: Raw -818349.374886 + Penalty 2900.253714 = -815449.121173
  nChanged 7
		SP:Iteration 20F (47815.300000 sec): 3 clusters
  Score: Raw -818350.558532 + Penalty 2900.253714 = -815450.304818
  nChanged 5
		SP:Iteration 21Q (47815.530000 sec): 3 clusters
  Score: Raw -818351.269403 + Penalty 2900.253714 = -815451.015690
  nChanged 4
		SP:Iteration 22Q (47815.700000 sec): 3 clusters
  Score: Raw -818351.857416 + Penalty 2900.253714 = -815451.603703
  nChanged 7
		SP:Iteration 23Q (47815.910000 sec): 3 clusters
  Score: Raw -818352.589394 + Penalty 2900.253714 = -815452.335680
  nChanged 3
		SP:Iteration 24Q (47816.070000 sec): 3 clusters
  Score: Raw -818352.914789 + Penalty 2900.253714 = -815452.661076
  nChanged 3
		SP:Iteration 25Q (47816.270000 sec): 3 clusters
  Score: Raw -818353.352811 + Penalty 2900.253714 = -815453.099097
  nChanged 1
		SP:Iteration 26Q (47816.500000 sec): 3 clusters
  Score: Raw -818353.634634 + Penalty 2900.253714 = -815453.380920
  nChanged 2
		SP:Iteration 27Q (47816.620000 sec): 3 clusters
  Score: Raw -818353.833745 + Penalty 2900.253714 = -815453.580032
  nChanged 1
		SP:Iteration 28Q (47816.810000 sec): 3 clusters
  Score: Raw -818353.949123 + Penalty 2900.253714 = -815453.695410
  nChanged 1
		SP:Iteration 29Q (47816.970000 sec): 3 clusters
  Score: Raw -818354.021215 + Penalty 2900.253714 = -815453.767502
  nChanged 0
		SP:Iteration 30F (47817.160000 sec): 3 clusters
  Score: Raw -818354.021215 + Penalty 2900.253714 = -815453.767502
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47817.300000 sec): 2 clusters
  Score: Raw -351380.609955 + Penalty 1311.064564 = -350069.545391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47817.400000 sec): 3 clusters
  Score: Raw -349844.108922 + Penalty 2622.129129 = -347221.979793
  nChanged 1206
		SP:Iteration 1F (47817.550000 sec): 3 clusters
  Score: Raw -350532.242538 + Penalty 2622.129129 = -347910.113409
  nChanged 266
		SP:Iteration 2F (47817.660000 sec): 3 clusters
  Score: Raw -350721.560907 + Penalty 2622.129129 = -348099.431779
  nChanged 207
		SP:Iteration 3F (47817.790000 sec): 3 clusters
  Score: Raw -350862.657290 + Penalty 2622.129129 = -348240.528162
  nChanged 164
		SP:Iteration 4F (47817.900000 sec): 3 clusters
  Score: Raw -350973.978140 + Penalty 2622.129129 = -348351.849011
  nChanged 139
		SP:Iteration 5Q (47817.990000 sec): 3 clusters
  Score: Raw -351057.875329 + Penalty 2622.129129 = -348435.746200
  nChanged 111
		SP:Iteration 6Q (47818.100000 sec): 3 clusters
  Score: Raw -351125.001919 + Penalty 2622.129129 = -348502.872790
  nChanged 92
		SP:Iteration 7Q (47818.210000 sec): 3 clusters
  Score: Raw -351169.689974 + Penalty 2622.129129 = -348547.560845
  nChanged 85
		SP:Iteration 8Q (47818.360000 sec): 3 clusters
  Score: Raw -351217.407597 + Penalty 2622.129129 = -348595.278469
  nChanged 80
		SP:Iteration 9Q (47818.460000 sec): 3 clusters
  Score: Raw -351260.138043 + Penalty 2622.129129 = -348638.008915
  nChanged 60
		SP:Iteration 10Q (47818.610000 sec): 3 clusters
  Score: Raw -351302.107548 + Penalty 2622.129129 = -348679.978419
  nChanged 66
		SP:Iteration 11Q (47818.710000 sec): 3 clusters
  Score: Raw -351345.145824 + Penalty 2622.129129 = -348723.016696
  nChanged 62
		SP:Iteration 12Q (47818.810000 sec): 3 clusters
  Score: Raw -351382.545342 + Penalty 2622.129129 = -348760.416213
  nChanged 55
		SP:Iteration 13Q (47818.920000 sec): 3 clusters
  Score: Raw -351412.802772 + Penalty 2622.129129 = -348790.673644
  nChanged 48
		SP:Iteration 14Q (47819.020000 sec): 3 clusters
  Score: Raw -351448.850063 + Penalty 2622.129129 = -348826.720934
  nChanged 55
		SP:Iteration 15Q (47819.170000 sec): 3 clusters
  Score: Raw -351483.504155 + Penalty 2622.129129 = -348861.375027
  nChanged 42
		SP:Iteration 16Q (47819.320000 sec): 3 clusters
  Score: Raw -351509.488696 + Penalty 2622.129129 = -348887.359568
  nChanged 37
		SP:Iteration 17Q (47819.440000 sec): 3 clusters
  Score: Raw -351532.177608 + Penalty 2622.129129 = -348910.048479
  nChanged 35
		SP:Iteration 18Q (47819.630000 sec): 3 clusters
  Score: Raw -351553.818639 + Penalty 2622.129129 = -348931.689510
  nChanged 20
		SP:Iteration 19Q (47819.810000 sec): 3 clusters
  Score: Raw -351564.755372 + Penalty 2622.129129 = -348942.626244
  nChanged 13
		SP:Iteration 20F (47819.960000 sec): 3 clusters
  Score: Raw -351570.022274 + Penalty 2622.129129 = -348947.893145
  nChanged 12
		SP:Iteration 21Q (47820.120000 sec): 3 clusters
  Score: Raw -351575.554887 + Penalty 2622.129129 = -348953.425758
  nChanged 10
		SP:Iteration 22Q (47820.310000 sec): 3 clusters
  Score: Raw -351580.260631 + Penalty 2622.129129 = -348958.131502
  nChanged 11
		SP:Iteration 23Q (47820.500000 sec): 3 clusters
  Score: Raw -351586.319021 + Penalty 2622.129129 = -348964.189893
  nChanged 14
		SP:Iteration 24Q (47820.660000 sec): 3 clusters
  Score: Raw -351592.702794 + Penalty 2622.129129 = -348970.573665
  nChanged 9
		SP:Iteration 25Q (47820.840000 sec): 3 clusters
  Score: Raw -351594.887068 + Penalty 2622.129129 = -348972.757939
  nChanged 3
		SP:Iteration 26Q (47820.990000 sec): 3 clusters
  Score: Raw -351595.858066 + Penalty 2622.129129 = -348973.728938
  nChanged 6
		SP:Iteration 27Q (47821.160000 sec): 3 clusters
  Score: Raw -351597.266556 + Penalty 2622.129129 = -348975.137428
  nChanged 2
		SP:Iteration 28Q (47821.360000 sec): 3 clusters
  Score: Raw -351598.515662 + Penalty 2622.129129 = -348976.386533
  nChanged 6
		SP:Iteration 29Q (47821.580000 sec): 3 clusters
  Score: Raw -351603.260705 + Penalty 2622.129129 = -348981.131577
  nChanged 7
		SP:Iteration 30Q (47821.720000 sec): 3 clusters
  Score: Raw -351606.459036 + Penalty 2622.129129 = -348984.329908
  nChanged 5
		SP:Iteration 31Q (47821.860000 sec): 3 clusters
  Score: Raw -351608.455872 + Penalty 2622.129129 = -348986.326744
  nChanged 3
		SP:Iteration 32Q (47822.000000 sec): 3 clusters
  Score: Raw -351609.488424 + Penalty 2622.129129 = -348987.359295
  nChanged 2
		SP:Iteration 33Q (47822.150000 sec): 3 clusters
  Score: Raw -351610.340120 + Penalty 2622.129129 = -348988.210992
  nChanged 3
		SP:Iteration 34Q (47822.320000 sec): 3 clusters
  Score: Raw -351610.866844 + Penalty 2622.129129 = -348988.737715
  nChanged 0
		SP:Iteration 35F (47822.490000 sec): 3 clusters
  Score: Raw -351610.866844 + Penalty 2622.129129 = -348988.737715
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47822.580000 sec): 2 clusters
  Score: Raw -12278.932983 + Penalty 826.734404 = -11452.198578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47822.730000 sec): 3 clusters
  Score: Raw -12471.706292 + Penalty 1653.468809 = -10818.237483
  nChanged 36
		SP:Iteration 1F (47822.880000 sec): 3 clusters
  Score: Raw -12613.472502 + Penalty 1653.468809 = -10960.003693
  nChanged 8
		SP:Iteration 2Q (47822.980000 sec): 3 clusters
  Score: Raw -12680.129989 + Penalty 1653.468809 = -11026.661180
  nChanged 4
		SP:Iteration 3Q (47823.090000 sec): 3 clusters
  Score: Raw -12686.889871 + Penalty 1653.468809 = -11033.421062
  nChanged 1
		SP:Iteration 4Q (47823.190000 sec): 3 clusters
  Score: Raw -12688.923116 + Penalty 1653.468809 = -11035.454307
  nChanged 1
		SP:Iteration 5Q (47823.290000 sec): 3 clusters
  Score: Raw -12694.959773 + Penalty 1653.468809 = -11041.490964
  nChanged 2
		SP:Iteration 6Q (47823.430000 sec): 3 clusters
  Score: Raw -12704.253765 + Penalty 1653.468809 = -11050.784956
  nChanged 2
		SP:Iteration 7Q (47823.530000 sec): 3 clusters
  Score: Raw -12719.058836 + Penalty 1653.468809 = -11065.590027
  nChanged 2
		SP:Iteration 8Q (47823.630000 sec): 3 clusters
  Score: Raw -12740.617591 + Penalty 1653.468809 = -11087.148782
  nChanged 1
		SP:Iteration 9Q (47823.730000 sec): 3 clusters
  Score: Raw -12744.596300 + Penalty 1653.468809 = -11091.127491
  nChanged 1
		SP:Iteration 10Q (47823.830000 sec): 3 clusters
  Score: Raw -12746.557497 + Penalty 1653.468809 = -11093.088688
  nChanged 0
		SP:Iteration 11F (47823.920000 sec): 3 clusters
  Score: Raw -12746.557497 + Penalty 1653.468809 = -11093.088688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47824.020000 sec): 2 clusters
  Score: Raw -828332.387091 + Penalty 1452.255286 = -826880.131806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47824.160000 sec): 3 clusters
  Score: Raw -824112.020164 + Penalty 2904.510571 = -821207.509592
  nChanged 3235
		SP:Iteration 1F (47824.290000 sec): 3 clusters
  Score: Raw -825835.748342 + Penalty 2904.510571 = -822931.237770
  nChanged 528
		SP:Iteration 2F (47824.470000 sec): 3 clusters
  Score: Raw -826179.033003 + Penalty 2904.510571 = -823274.522431
  nChanged 468
		SP:Iteration 3F (47824.640000 sec): 3 clusters
  Score: Raw -826449.813764 + Penalty 2904.510571 = -823545.303192
  nChanged 406
		SP:Iteration 4F (47824.850000 sec): 3 clusters
  Score: Raw -826704.918974 + Penalty 2904.510571 = -823800.408403
  nChanged 416
		SP:Iteration 5F (47825.020000 sec): 3 clusters
  Score: Raw -826997.816570 + Penalty 2904.510571 = -824093.305999
  nChanged 430
		SP:Iteration 6F (47825.210000 sec): 3 clusters
  Score: Raw -827352.438257 + Penalty 2904.510571 = -824447.927685
  nChanged 453
		SP:Iteration 7F (47825.460000 sec): 3 clusters
  Score: Raw -827710.211248 + Penalty 2904.510571 = -824805.700676
  nChanged 463
		SP:Iteration 8F (47825.610000 sec): 3 clusters
  Score: Raw -828058.453071 + Penalty 2904.510571 = -825153.942500
  nChanged 400
		SP:Iteration 9F (47825.800000 sec): 3 clusters
  Score: Raw -828354.723813 + Penalty 2904.510571 = -825450.213241
  nChanged 314
		SP:Iteration 10Q (47826.010000 sec): 3 clusters
  Score: Raw -828552.009607 + Penalty 2904.510571 = -825647.499035
  nChanged 234
		SP:Iteration 11Q (47826.210000 sec): 3 clusters
  Score: Raw -828690.467843 + Penalty 2904.510571 = -825785.957272
  nChanged 175
		SP:Iteration 12Q (47826.410000 sec): 3 clusters
  Score: Raw -828781.599713 + Penalty 2904.510571 = -825877.089142
  nChanged 129
		SP:Iteration 13Q (47826.660000 sec): 3 clusters
  Score: Raw -828848.882375 + Penalty 2904.510571 = -825944.371804
  nChanged 117
		SP:Iteration 14Q (47826.830000 sec): 3 clusters
  Score: Raw -828905.841899 + Penalty 2904.510571 = -826001.331328
  nChanged 89
		SP:Iteration 15Q (47827.050000 sec): 3 clusters
  Score: Raw -828945.578727 + Penalty 2904.510571 = -826041.068155
  nChanged 76
		SP:Iteration 16Q (47827.240000 sec): 3 clusters
  Score: Raw -828977.926721 + Penalty 2904.510571 = -826073.416150
  nChanged 60
		SP:Iteration 17Q (47827.430000 sec): 3 clusters
  Score: Raw -828999.770098 + Penalty 2904.510571 = -826095.259527
  nChanged 40
		SP:Iteration 18Q (47827.630000 sec): 3 clusters
  Score: Raw -829011.737535 + Penalty 2904.510571 = -826107.226963
  nChanged 34
		SP:Iteration 19Q (47827.870000 sec): 3 clusters
  Score: Raw -829020.363711 + Penalty 2904.510571 = -826115.853140
  nChanged 23
		SP:Iteration 20F (47828.050000 sec): 3 clusters
  Score: Raw -829027.331657 + Penalty 2904.510571 = -826122.821086
  nChanged 18
		SP:Iteration 21Q (47828.230000 sec): 3 clusters
  Score: Raw -829032.668328 + Penalty 2904.510571 = -826128.157757
  nChanged 14
		SP:Iteration 22Q (47828.400000 sec): 3 clusters
  Score: Raw -829035.615976 + Penalty 2904.510571 = -826131.105405
  nChanged 12
		SP:Iteration 23Q (47828.560000 sec): 3 clusters
  Score: Raw -829039.010414 + Penalty 2904.510571 = -826134.499843
  nChanged 15
		SP:Iteration 24Q (47828.800000 sec): 3 clusters
  Score: Raw -829041.864325 + Penalty 2904.510571 = -826137.353754
  nChanged 8
		SP:Iteration 25Q (47828.950000 sec): 3 clusters
  Score: Raw -829042.926195 + Penalty 2904.510571 = -826138.415624
  nChanged 2
		SP:Iteration 26Q (47829.170000 sec): 3 clusters
  Score: Raw -829043.360131 + Penalty 2904.510571 = -826138.849559
  nChanged 1
		SP:Iteration 27Q (47829.350000 sec): 3 clusters
  Score: Raw -829043.565010 + Penalty 2904.510571 = -826139.054439
  nChanged 1
		SP:Iteration 28Q (47829.570000 sec): 3 clusters
  Score: Raw -829043.837246 + Penalty 2904.510571 = -826139.326674
  nChanged 0
		SP:Iteration 29F (47829.780000 sec): 3 clusters
  Score: Raw -829043.837246 + Penalty 2904.510571 = -826139.326674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47829.890000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47830.050000 sec): 3 clusters
  Score: Raw -22282.856900 + Penalty 1758.784967 = -20524.071933
  nChanged 32
		SP:Iteration 1F (47830.210000 sec): 3 clusters
  Score: Raw -22402.114814 + Penalty 1758.784967 = -20643.329848
  nChanged 12
		SP:Iteration 2F (47830.390000 sec): 3 clusters
  Score: Raw -22436.477610 + Penalty 1758.784967 = -20677.692643
  nChanged 6
		SP:Iteration 3Q (47830.540000 sec): 3 clusters
  Score: Raw -22458.651657 + Penalty 1758.784967 = -20699.866690
  nChanged 8
		SP:Iteration 4Q (47830.650000 sec): 3 clusters
  Score: Raw -22494.867750 + Penalty 1758.784967 = -20736.082783
  nChanged 4
		SP:Iteration 5Q (47830.820000 sec): 3 clusters
  Score: Raw -22511.376858 + Penalty 1758.784967 = -20752.591891
  nChanged 3
		SP:Iteration 6Q (47830.990000 sec): 3 clusters
  Score: Raw -22522.813956 + Penalty 1758.784967 = -20764.028989
  nChanged 3
		SP:Iteration 7Q (47831.210000 sec): 3 clusters
  Score: Raw -22533.630805 + Penalty 1758.784967 = -20774.845838
  nChanged 3
		SP:Iteration 8Q (47831.320000 sec): 3 clusters
  Score: Raw -22549.128120 + Penalty 1758.784967 = -20790.343153
  nChanged 0
		SP:Iteration 9F (47831.470000 sec): 3 clusters
  Score: Raw -22549.128120 + Penalty 1758.784967 = -20790.343153
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47831.850000 sec): 2 clusters
  Score: Raw -4909285.704338 + Penalty 1739.933204 = -4907545.771135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47832.240000 sec): 3 clusters
  Score: Raw -4881176.706801 + Penalty 3479.866407 = -4877696.840394
  nChanged 20749
		SP:Iteration 1F (47832.660000 sec): 3 clusters
  Score: Raw -4893020.373823 + Penalty 3479.866407 = -4889540.507416
  nChanged 1894
		SP:Iteration 2Q (47833.070000 sec): 3 clusters
  Score: Raw -4893604.713297 + Penalty 3479.866407 = -4890124.846890
  nChanged 1898
		SP:Iteration 3Q (47833.470000 sec): 3 clusters
  Score: Raw -4894241.948899 + Penalty 3479.866407 = -4890762.082492
  nChanged 1963
		SP:Iteration 4Q (47833.830000 sec): 3 clusters
  Score: Raw -4895003.056512 + Penalty 3479.866407 = -4891523.190105
  nChanged 2226
		SP:Iteration 5Q (47834.240000 sec): 3 clusters
  Score: Raw -4896042.781184 + Penalty 3479.866407 = -4892562.914777
  nChanged 2553
		SP:Iteration 6F (47834.630000 sec): 3 clusters
  Score: Raw -4897523.151689 + Penalty 3479.866407 = -4894043.285282
  nChanged 2988
		SP:Iteration 7F (47834.980000 sec): 3 clusters
  Score: Raw -4899647.343183 + Penalty 3479.866407 = -4896167.476776
  nChanged 3157
		SP:Iteration 8F (47835.360000 sec): 3 clusters
  Score: Raw -4902241.465982 + Penalty 3479.866407 = -4898761.599575
  nChanged 2835
		SP:Iteration 9F (47835.700000 sec): 3 clusters
  Score: Raw -4904764.322752 + Penalty 3479.866407 = -4901284.456344
  nChanged 2130
		SP:Iteration 10Q (47836.070000 sec): 3 clusters
  Score: Raw -4906673.587670 + Penalty 3479.866407 = -4903193.721263
  nChanged 1399
		SP:Iteration 11Q (47836.450000 sec): 3 clusters
  Score: Raw -4907879.856820 + Penalty 3479.866407 = -4904399.990413
  nChanged 894
		SP:Iteration 12Q (47836.810000 sec): 3 clusters
  Score: Raw -4908615.828935 + Penalty 3479.866407 = -4905135.962527
  nChanged 542
		SP:Iteration 13Q (47837.190000 sec): 3 clusters
  Score: Raw -4909017.619155 + Penalty 3479.866407 = -4905537.752748
  nChanged 328
		SP:Iteration 14Q (47837.600000 sec): 3 clusters
  Score: Raw -4909257.652206 + Penalty 3479.866407 = -4905777.785799
  nChanged 210
		SP:Iteration 15Q (47838.020000 sec): 3 clusters
  Score: Raw -4909409.987511 + Penalty 3479.866407 = -4905930.121104
  nChanged 156
		SP:Iteration 16Q (47838.420000 sec): 3 clusters
  Score: Raw -4909514.371668 + Penalty 3479.866407 = -4906034.505260
  nChanged 120
		SP:Iteration 17Q (47838.800000 sec): 3 clusters
  Score: Raw -4909588.894283 + Penalty 3479.866407 = -4906109.027876
  nChanged 87
		SP:Iteration 18Q (47839.170000 sec): 3 clusters
  Score: Raw -4909650.457316 + Penalty 3479.866407 = -4906170.590908
  nChanged 65
		SP:Iteration 19Q (47839.570000 sec): 3 clusters
  Score: Raw -4909688.796578 + Penalty 3479.866407 = -4906208.930171
  nChanged 38
		SP:Iteration 20F (47840.010000 sec): 3 clusters
  Score: Raw -4909716.579037 + Penalty 3479.866407 = -4906236.712630
  nChanged 38
		SP:Iteration 21Q (47840.330000 sec): 3 clusters
  Score: Raw -4909740.819911 + Penalty 3479.866407 = -4906260.953503
  nChanged 26
		SP:Iteration 22Q (47840.740000 sec): 3 clusters
  Score: Raw -4909758.540410 + Penalty 3479.866407 = -4906278.674003
  nChanged 27
		SP:Iteration 23Q (47841.080000 sec): 3 clusters
  Score: Raw -4909779.700771 + Penalty 3479.866407 = -4906299.834363
  nChanged 28
		SP:Iteration 24Q (47841.440000 sec): 3 clusters
  Score: Raw -4909802.080180 + Penalty 3479.866407 = -4906322.213773
  nChanged 30
		SP:Iteration 25Q (47841.780000 sec): 3 clusters
  Score: Raw -4909831.703247 + Penalty 3479.866407 = -4906351.836839
  nChanged 28
		SP:Iteration 26Q (47842.140000 sec): 3 clusters
  Score: Raw -4909853.063822 + Penalty 3479.866407 = -4906373.197415
  nChanged 29
		SP:Iteration 27Q (47842.560000 sec): 3 clusters
  Score: Raw -4909875.743883 + Penalty 3479.866407 = -4906395.877476
  nChanged 19
		SP:Iteration 28Q (47842.930000 sec): 3 clusters
  Score: Raw -4909885.323646 + Penalty 3479.866407 = -4906405.457239
  nChanged 17
		SP:Iteration 29Q (47843.330000 sec): 3 clusters
  Score: Raw -4909895.322809 + Penalty 3479.866407 = -4906415.456402
  nChanged 22
		SP:Iteration 30Q (47843.690000 sec): 3 clusters
  Score: Raw -4909906.123853 + Penalty 3479.866407 = -4906426.257446
  nChanged 19
		SP:Iteration 31Q (47844.090000 sec): 3 clusters
  Score: Raw -4909914.600471 + Penalty 3479.866407 = -4906434.734064
  nChanged 16
		SP:Iteration 32Q (47844.430000 sec): 3 clusters
  Score: Raw -4909921.131496 + Penalty 3479.866407 = -4906441.265089
  nChanged 15
		SP:Iteration 33Q (47844.790000 sec): 3 clusters
  Score: Raw -4909927.929286 + Penalty 3479.866407 = -4906448.062879
  nChanged 16
		SP:Iteration 34Q (47845.170000 sec): 3 clusters
  Score: Raw -4909932.836525 + Penalty 3479.866407 = -4906452.970117
  nChanged 7
		SP:Iteration 35Q (47845.540000 sec): 3 clusters
  Score: Raw -4909935.443282 + Penalty 3479.866407 = -4906455.576874
  nChanged 5
		SP:Iteration 36Q (47845.910000 sec): 3 clusters
  Score: Raw -4909937.574171 + Penalty 3479.866407 = -4906457.707763
  nChanged 4
		SP:Iteration 37Q (47846.260000 sec): 3 clusters
  Score: Raw -4909939.106093 + Penalty 3479.866407 = -4906459.239685
  nChanged 7
		SP:Iteration 38Q (47846.660000 sec): 3 clusters
  Score: Raw -4909942.344237 + Penalty 3479.866407 = -4906462.477830
  nChanged 15
		SP:Iteration 39Q (47847.070000 sec): 3 clusters
  Score: Raw -4909948.747753 + Penalty 3479.866407 = -4906468.881346
  nChanged 12
		SP:Iteration 40F (47847.460000 sec): 3 clusters
  Score: Raw -4909954.822715 + Penalty 3479.866407 = -4906474.956307
  nChanged 10
		SP:Iteration 41Q (47847.860000 sec): 3 clusters
  Score: Raw -4909959.106340 + Penalty 3479.866407 = -4906479.239933
  nChanged 10
		SP:Iteration 42Q (47848.270000 sec): 3 clusters
  Score: Raw -4909962.186586 + Penalty 3479.866407 = -4906482.320179
  nChanged 4
		SP:Iteration 43Q (47848.640000 sec): 3 clusters
  Score: Raw -4909963.239326 + Penalty 3479.866407 = -4906483.372918
  nChanged 4
		SP:Iteration 44Q (47849.030000 sec): 3 clusters
  Score: Raw -4909964.219911 + Penalty 3479.866407 = -4906484.353504
  nChanged 4
		SP:Iteration 45Q (47849.410000 sec): 3 clusters
  Score: Raw -4909965.547431 + Penalty 3479.866407 = -4906485.681024
  nChanged 4
		SP:Iteration 46Q (47849.810000 sec): 3 clusters
  Score: Raw -4909967.803114 + Penalty 3479.866407 = -4906487.936707
  nChanged 7
		SP:Iteration 47Q (47850.190000 sec): 3 clusters
  Score: Raw -4909970.503405 + Penalty 3479.866407 = -4906490.636998
  nChanged 7
		SP:Iteration 48Q (47850.560000 sec): 3 clusters
  Score: Raw -4909974.327755 + Penalty 3479.866407 = -4906494.461348
  nChanged 4
		SP:Iteration 49Q (47850.960000 sec): 3 clusters
  Score: Raw -4909975.098755 + Penalty 3479.866407 = -4906495.232347
  nChanged 2
		SP:Iteration 50Q (47851.280000 sec): 3 clusters
  Score: Raw -4909975.650793 + Penalty 3479.866407 = -4906495.784386
  nChanged 1
		SP:Iteration 51Q (47851.610000 sec): 3 clusters
  Score: Raw -4909976.187626 + Penalty 3479.866407 = -4906496.321219
  nChanged 2
		SP:Iteration 52Q (47852.040000 sec): 3 clusters
  Score: Raw -4909976.847264 + Penalty 3479.866407 = -4906496.980856
  nChanged 1
		SP:Iteration 53Q (47852.430000 sec): 3 clusters
  Score: Raw -4909977.284878 + Penalty 3479.866407 = -4906497.418471
  nChanged 0
		SP:Iteration 54F (47852.840000 sec): 3 clusters
  Score: Raw -4909977.284878 + Penalty 3479.866407 = -4906497.418471
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47852.980000 sec): 2 clusters
  Score: Raw -816763.513031 + Penalty 1447.596944 = -815315.916087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47853.170000 sec): 3 clusters
  Score: Raw -812693.847294 + Penalty 2895.193888 = -809798.653407
  nChanged 3046
		SP:Iteration 1F (47853.410000 sec): 3 clusters
  Score: Raw -814463.537018 + Penalty 2895.193888 = -811568.343130
  nChanged 594
		SP:Iteration 2F (47853.610000 sec): 3 clusters
  Score: Raw -814885.078327 + Penalty 2895.193888 = -811989.884439
  nChanged 563
		SP:Iteration 3F (47853.800000 sec): 3 clusters
  Score: Raw -815321.946200 + Penalty 2895.193888 = -812426.752312
  nChanged 553
		SP:Iteration 4F (47853.960000 sec): 3 clusters
  Score: Raw -815746.627055 + Penalty 2895.193888 = -812851.433167
  nChanged 470
		SP:Iteration 5F (47854.190000 sec): 3 clusters
  Score: Raw -816097.450361 + Penalty 2895.193888 = -813202.256473
  nChanged 394
		SP:Iteration 6F (47854.400000 sec): 3 clusters
  Score: Raw -816387.452046 + Penalty 2895.193888 = -813492.258158
  nChanged 312
		SP:Iteration 7Q (47854.580000 sec): 3 clusters
  Score: Raw -816600.127827 + Penalty 2895.193888 = -813704.933940
  nChanged 226
		SP:Iteration 8Q (47854.790000 sec): 3 clusters
  Score: Raw -816734.230324 + Penalty 2895.193888 = -813839.036436
  nChanged 163
		SP:Iteration 9Q (47854.950000 sec): 3 clusters
  Score: Raw -816827.738487 + Penalty 2895.193888 = -813932.544600
  nChanged 144
		SP:Iteration 10Q (47855.160000 sec): 3 clusters
  Score: Raw -816904.652865 + Penalty 2895.193888 = -814009.458977
  nChanged 107
		SP:Iteration 11Q (47855.310000 sec): 3 clusters
  Score: Raw -816957.786943 + Penalty 2895.193888 = -814062.593055
  nChanged 81
		SP:Iteration 12Q (47855.530000 sec): 3 clusters
  Score: Raw -816995.300927 + Penalty 2895.193888 = -814100.107039
  nChanged 64
		SP:Iteration 13Q (47855.690000 sec): 3 clusters
  Score: Raw -817032.261912 + Penalty 2895.193888 = -814137.068024
  nChanged 64
		SP:Iteration 14Q (47855.900000 sec): 3 clusters
  Score: Raw -817069.916400 + Penalty 2895.193888 = -814174.722513
  nChanged 64
		SP:Iteration 15Q (47856.060000 sec): 3 clusters
  Score: Raw -817110.551999 + Penalty 2895.193888 = -814215.358112
  nChanged 51
		SP:Iteration 16Q (47856.230000 sec): 3 clusters
  Score: Raw -817147.883824 + Penalty 2895.193888 = -814252.689937
  nChanged 58
		SP:Iteration 17Q (47856.450000 sec): 3 clusters
  Score: Raw -817181.881417 + Penalty 2895.193888 = -814286.687529
  nChanged 39
		SP:Iteration 18Q (47856.640000 sec): 3 clusters
  Score: Raw -817200.482398 + Penalty 2895.193888 = -814305.288510
  nChanged 27
		SP:Iteration 19Q (47856.830000 sec): 3 clusters
  Score: Raw -817212.269016 + Penalty 2895.193888 = -814317.075128
  nChanged 30
		SP:Iteration 20F (47857.020000 sec): 3 clusters
  Score: Raw -817225.355483 + Penalty 2895.193888 = -814330.161595
  nChanged 40
		SP:Iteration 21Q (47857.260000 sec): 3 clusters
  Score: Raw -817242.842614 + Penalty 2895.193888 = -814347.648727
  nChanged 25
		SP:Iteration 22Q (47857.450000 sec): 3 clusters
  Score: Raw -817252.656588 + Penalty 2895.193888 = -814357.462700
  nChanged 26
		SP:Iteration 23Q (47857.600000 sec): 3 clusters
  Score: Raw -817264.795020 + Penalty 2895.193888 = -814369.601133
  nChanged 27
		SP:Iteration 24Q (47857.800000 sec): 3 clusters
  Score: Raw -817276.277770 + Penalty 2895.193888 = -814381.083882
  nChanged 13
		SP:Iteration 25Q (47857.970000 sec): 3 clusters
  Score: Raw -817281.017106 + Penalty 2895.193888 = -814385.823218
  nChanged 13
		SP:Iteration 26Q (47858.170000 sec): 3 clusters
  Score: Raw -817285.932043 + Penalty 2895.193888 = -814390.738156
  nChanged 11
		SP:Iteration 27Q (47858.380000 sec): 3 clusters
  Score: Raw -817290.406960 + Penalty 2895.193888 = -814395.213072
  nChanged 15
		SP:Iteration 28Q (47858.560000 sec): 3 clusters
  Score: Raw -817297.099656 + Penalty 2895.193888 = -814401.905768
  nChanged 12
		SP:Iteration 29Q (47858.770000 sec): 3 clusters
  Score: Raw -817301.233064 + Penalty 2895.193888 = -814406.039176
  nChanged 5
		SP:Iteration 30Q (47858.920000 sec): 3 clusters
  Score: Raw -817302.649057 + Penalty 2895.193888 = -814407.455170
  nChanged 4
		SP:Iteration 31Q (47859.170000 sec): 3 clusters
  Score: Raw -817303.388208 + Penalty 2895.193888 = -814408.194320
  nChanged 0
		SP:Iteration 32F (47859.360000 sec): 3 clusters
  Score: Raw -817303.388208 + Penalty 2895.193888 = -814408.194320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47859.500000 sec): 2 clusters
  Score: Raw -920489.017864 + Penalty 1462.778835 = -919026.239029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47859.680000 sec): 3 clusters
  Score: Raw -916009.022489 + Penalty 2925.557670 = -913083.464819
  nChanged 3425
		SP:Iteration 1F (47859.870000 sec): 3 clusters
  Score: Raw -917792.108515 + Penalty 2925.557670 = -914866.550846
  nChanged 474
		SP:Iteration 2F (47860.030000 sec): 3 clusters
  Score: Raw -917990.928703 + Penalty 2925.557670 = -915065.371034
  nChanged 349
		SP:Iteration 3Q (47860.250000 sec): 3 clusters
  Score: Raw -918146.629868 + Penalty 2925.557670 = -915221.072198
  nChanged 319
		SP:Iteration 4Q (47860.440000 sec): 3 clusters
  Score: Raw -918280.954872 + Penalty 2925.557670 = -915355.397202
  nChanged 277
		SP:Iteration 5Q (47860.660000 sec): 3 clusters
  Score: Raw -918406.018988 + Penalty 2925.557670 = -915480.461318
  nChanged 265
		SP:Iteration 6Q (47860.860000 sec): 3 clusters
  Score: Raw -918512.365095 + Penalty 2925.557670 = -915586.807425
  nChanged 252
		SP:Iteration 7Q (47861.100000 sec): 3 clusters
  Score: Raw -918630.048527 + Penalty 2925.557670 = -915704.490857
  nChanged 232
		SP:Iteration 8Q (47861.320000 sec): 3 clusters
  Score: Raw -918740.311897 + Penalty 2925.557670 = -915814.754227
  nChanged 256
		SP:Iteration 9Q (47861.510000 sec): 3 clusters
  Score: Raw -918870.415286 + Penalty 2925.557670 = -915944.857616
  nChanged 273
		SP:Iteration 10Q (47861.700000 sec): 3 clusters
  Score: Raw -919029.321910 + Penalty 2925.557670 = -916103.764240
  nChanged 284
		SP:Iteration 11Q (47861.890000 sec): 3 clusters
  Score: Raw -919213.809188 + Penalty 2925.557670 = -916288.251518
  nChanged 285
		SP:Iteration 12Q (47862.070000 sec): 3 clusters
  Score: Raw -919407.403425 + Penalty 2925.557670 = -916481.845755
  nChanged 275
		SP:Iteration 13Q (47862.240000 sec): 3 clusters
  Score: Raw -919608.444218 + Penalty 2925.557670 = -916682.886548
  nChanged 259
		SP:Iteration 14Q (47862.460000 sec): 3 clusters
  Score: Raw -919801.080338 + Penalty 2925.557670 = -916875.522668
  nChanged 229
		SP:Iteration 15Q (47862.650000 sec): 3 clusters
  Score: Raw -919972.158181 + Penalty 2925.557670 = -917046.600511
  nChanged 204
		SP:Iteration 16Q (47862.850000 sec): 3 clusters
  Score: Raw -920119.325651 + Penalty 2925.557670 = -917193.767981
  nChanged 184
		SP:Iteration 17Q (47863.030000 sec): 3 clusters
  Score: Raw -920242.381492 + Penalty 2925.557670 = -917316.823822
  nChanged 121
		SP:Iteration 18Q (47863.270000 sec): 3 clusters
  Score: Raw -920322.874485 + Penalty 2925.557670 = -917397.316815
  nChanged 109
		SP:Iteration 19Q (47863.450000 sec): 3 clusters
  Score: Raw -920399.169360 + Penalty 2925.557670 = -917473.611690
  nChanged 88
		SP:Iteration 20F (47863.640000 sec): 3 clusters
  Score: Raw -920462.881246 + Penalty 2925.557670 = -917537.323577
  nChanged 76
		SP:Iteration 21Q (47863.860000 sec): 3 clusters
  Score: Raw -920513.782111 + Penalty 2925.557670 = -917588.224442
  nChanged 51
		SP:Iteration 22Q (47864.050000 sec): 3 clusters
  Score: Raw -920549.635417 + Penalty 2925.557670 = -917624.077747
  nChanged 49
		SP:Iteration 23Q (47864.220000 sec): 3 clusters
  Score: Raw -920584.545823 + Penalty 2925.557670 = -917658.988153
  nChanged 30
		SP:Iteration 24Q (47864.440000 sec): 3 clusters
  Score: Raw -920604.411879 + Penalty 2925.557670 = -917678.854209
  nChanged 20
		SP:Iteration 25Q (47864.660000 sec): 3 clusters
  Score: Raw -920619.221291 + Penalty 2925.557670 = -917693.663621
  nChanged 16
		SP:Iteration 26Q (47864.820000 sec): 3 clusters
  Score: Raw -920629.768654 + Penalty 2925.557670 = -917704.210984
  nChanged 11
		SP:Iteration 27Q (47865.010000 sec): 3 clusters
  Score: Raw -920639.084289 + Penalty 2925.557670 = -917713.526619
  nChanged 13
		SP:Iteration 28Q (47865.220000 sec): 3 clusters
  Score: Raw -920648.824801 + Penalty 2925.557670 = -917723.267132
  nChanged 8
		SP:Iteration 29Q (47865.390000 sec): 3 clusters
  Score: Raw -920652.871113 + Penalty 2925.557670 = -917727.313444
  nChanged 8
		SP:Iteration 30Q (47865.580000 sec): 3 clusters
  Score: Raw -920658.386030 + Penalty 2925.557670 = -917732.828361
  nChanged 10
		SP:Iteration 31Q (47865.800000 sec): 3 clusters
  Score: Raw -920664.311444 + Penalty 2925.557670 = -917738.753774
  nChanged 7
		SP:Iteration 32Q (47865.990000 sec): 3 clusters
  Score: Raw -920672.255576 + Penalty 2925.557670 = -917746.697907
  nChanged 8
		SP:Iteration 33Q (47866.180000 sec): 3 clusters
  Score: Raw -920678.806404 + Penalty 2925.557670 = -917753.248734
  nChanged 7
		SP:Iteration 34Q (47866.390000 sec): 3 clusters
  Score: Raw -920684.472459 + Penalty 2925.557670 = -917758.914789
  nChanged 4
		SP:Iteration 35Q (47866.640000 sec): 3 clusters
  Score: Raw -920687.970464 + Penalty 2925.557670 = -917762.412794
  nChanged 6
		SP:Iteration 36Q (47866.810000 sec): 3 clusters
  Score: Raw -920692.692520 + Penalty 2925.557670 = -917767.134850
  nChanged 4
		SP:Iteration 37Q (47866.990000 sec): 3 clusters
  Score: Raw -920694.480462 + Penalty 2925.557670 = -917768.922792
  nChanged 3
		SP:Iteration 38Q (47867.170000 sec): 3 clusters
  Score: Raw -920695.857938 + Penalty 2925.557670 = -917770.300268
  nChanged 3
		SP:Iteration 39Q (47867.340000 sec): 3 clusters
  Score: Raw -920697.033118 + Penalty 2925.557670 = -917771.475448
  nChanged 1
		SP:Iteration 40F (47867.550000 sec): 3 clusters
  Score: Raw -920697.294752 + Penalty 2925.557670 = -917771.737082
  nChanged 1
		SP:Iteration 41Q (47867.750000 sec): 3 clusters
  Score: Raw -920697.950581 + Penalty 2925.557670 = -917772.392911
  nChanged 0
		SP:Iteration 42F (47867.990000 sec): 3 clusters
  Score: Raw -920697.950581 + Penalty 2925.557670 = -917772.392911
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47868.110000 sec): 2 clusters
  Score: Raw -1059010.815161 + Penalty 1488.499025 = -1057522.316136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47868.320000 sec): 3 clusters
  Score: Raw -1053660.585355 + Penalty 2976.998049 = -1050683.587306
  nChanged 4175
		SP:Iteration 1F (47868.560000 sec): 3 clusters
  Score: Raw -1055931.595413 + Penalty 2976.998049 = -1052954.597364
  nChanged 581
		SP:Iteration 2F (47868.760000 sec): 3 clusters
  Score: Raw -1056215.916644 + Penalty 2976.998049 = -1053238.918595
  nChanged 522
		SP:Iteration 3F (47868.920000 sec): 3 clusters
  Score: Raw -1056460.861267 + Penalty 2976.998049 = -1053483.863218
  nChanged 468
		SP:Iteration 4Q (47869.180000 sec): 3 clusters
  Score: Raw -1056711.100736 + Penalty 2976.998049 = -1053734.102686
  nChanged 489
		SP:Iteration 5F (47869.400000 sec): 3 clusters
  Score: Raw -1056999.224219 + Penalty 2976.998049 = -1054022.226170
  nChanged 500
		SP:Iteration 6F (47869.600000 sec): 3 clusters
  Score: Raw -1057303.460814 + Penalty 2976.998049 = -1054326.462765
  nChanged 503
		SP:Iteration 7F (47869.820000 sec): 3 clusters
  Score: Raw -1057635.691869 + Penalty 2976.998049 = -1054658.693820
  nChanged 443
		SP:Iteration 8Q (47870.020000 sec): 3 clusters
  Score: Raw -1057956.923565 + Penalty 2976.998049 = -1054979.925516
  nChanged 412
		SP:Iteration 9Q (47870.260000 sec): 3 clusters
  Score: Raw -1058270.445327 + Penalty 2976.998049 = -1055293.447278
  nChanged 312
		SP:Iteration 10Q (47870.430000 sec): 3 clusters
  Score: Raw -1058536.507564 + Penalty 2976.998049 = -1055559.509515
  nChanged 271
		SP:Iteration 11Q (47870.650000 sec): 3 clusters
  Score: Raw -1058785.126588 + Penalty 2976.998049 = -1055808.128539
  nChanged 198
		SP:Iteration 12Q (47870.860000 sec): 3 clusters
  Score: Raw -1058974.828414 + Penalty 2976.998049 = -1055997.830365
  nChanged 140
		SP:Iteration 13Q (47871.060000 sec): 3 clusters
  Score: Raw -1059088.522950 + Penalty 2976.998049 = -1056111.524900
  nChanged 89
		SP:Iteration 14Q (47871.250000 sec): 3 clusters
  Score: Raw -1059162.381832 + Penalty 2976.998049 = -1056185.383782
  nChanged 62
		SP:Iteration 15Q (47871.470000 sec): 3 clusters
  Score: Raw -1059206.008550 + Penalty 2976.998049 = -1056229.010501
  nChanged 45
		SP:Iteration 16Q (47871.650000 sec): 3 clusters
  Score: Raw -1059243.424915 + Penalty 2976.998049 = -1056266.426866
  nChanged 30
		SP:Iteration 17Q (47871.880000 sec): 3 clusters
  Score: Raw -1059263.608387 + Penalty 2976.998049 = -1056286.610338
  nChanged 28
		SP:Iteration 18Q (47872.100000 sec): 3 clusters
  Score: Raw -1059282.312845 + Penalty 2976.998049 = -1056305.314796
  nChanged 21
		SP:Iteration 19Q (47872.270000 sec): 3 clusters
  Score: Raw -1059296.089549 + Penalty 2976.998049 = -1056319.091500
  nChanged 14
		SP:Iteration 20F (47872.470000 sec): 3 clusters
  Score: Raw -1059304.561911 + Penalty 2976.998049 = -1056327.563862
  nChanged 17
		SP:Iteration 21Q (47872.710000 sec): 3 clusters
  Score: Raw -1059315.401095 + Penalty 2976.998049 = -1056338.403046
  nChanged 14
		SP:Iteration 22Q (47872.920000 sec): 3 clusters
  Score: Raw -1059323.739210 + Penalty 2976.998049 = -1056346.741161
  nChanged 12
		SP:Iteration 23Q (47873.090000 sec): 3 clusters
  Score: Raw -1059329.962496 + Penalty 2976.998049 = -1056352.964447
  nChanged 7
		SP:Iteration 24Q (47873.310000 sec): 3 clusters
  Score: Raw -1059333.387709 + Penalty 2976.998049 = -1056356.389660
  nChanged 2
		SP:Iteration 25Q (47873.490000 sec): 3 clusters
  Score: Raw -1059334.058674 + Penalty 2976.998049 = -1056357.060624
  nChanged 4
		SP:Iteration 26Q (47873.720000 sec): 3 clusters
  Score: Raw -1059336.491532 + Penalty 2976.998049 = -1056359.493483
  nChanged 2
		SP:Iteration 27Q (47873.930000 sec): 3 clusters
  Score: Raw -1059337.635603 + Penalty 2976.998049 = -1056360.637554
  nChanged 2
		SP:Iteration 28Q (47874.110000 sec): 3 clusters
  Score: Raw -1059338.668126 + Penalty 2976.998049 = -1056361.670077
  nChanged 2
		SP:Iteration 29Q (47874.330000 sec): 3 clusters
  Score: Raw -1059339.090353 + Penalty 2976.998049 = -1056362.092303
  nChanged 1
		SP:Iteration 30Q (47874.540000 sec): 3 clusters
  Score: Raw -1059339.385121 + Penalty 2976.998049 = -1056362.387072
  nChanged 1
		SP:Iteration 31Q (47874.770000 sec): 3 clusters
  Score: Raw -1059339.568380 + Penalty 2976.998049 = -1056362.570331
  nChanged 1
		SP:Iteration 32Q (47874.930000 sec): 3 clusters
  Score: Raw -1059339.693437 + Penalty 2976.998049 = -1056362.695388
  nChanged 0
		SP:Iteration 33F (47875.150000 sec): 3 clusters
  Score: Raw -1059339.693437 + Penalty 2976.998049 = -1056362.695388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47875.290000 sec): 2 clusters
  Score: Raw -1236370.473942 + Penalty 1512.993389 = -1234857.480554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47875.500000 sec): 3 clusters
  Score: Raw -1230000.651932 + Penalty 3025.986777 = -1226974.665154
  nChanged 4826
		SP:Iteration 1F (47875.710000 sec): 3 clusters
  Score: Raw -1232764.968929 + Penalty 3025.986777 = -1229738.982151
  nChanged 741
		SP:Iteration 2F (47875.930000 sec): 3 clusters
  Score: Raw -1233123.682289 + Penalty 3025.986777 = -1230097.695512
  nChanged 609
		SP:Iteration 3F (47876.150000 sec): 3 clusters
  Score: Raw -1233420.718127 + Penalty 3025.986777 = -1230394.731349
  nChanged 528
		SP:Iteration 4Q (47876.370000 sec): 3 clusters
  Score: Raw -1233645.908701 + Penalty 3025.986777 = -1230619.921923
  nChanged 448
		SP:Iteration 5Q (47876.600000 sec): 3 clusters
  Score: Raw -1233844.992575 + Penalty 3025.986777 = -1230819.005797
  nChanged 450
		SP:Iteration 6Q (47876.850000 sec): 3 clusters
  Score: Raw -1234051.913250 + Penalty 3025.986777 = -1231025.926473
  nChanged 472
		SP:Iteration 7Q (47877.090000 sec): 3 clusters
  Score: Raw -1234318.167403 + Penalty 3025.986777 = -1231292.180625
  nChanged 525
		SP:Iteration 8Q (47877.310000 sec): 3 clusters
  Score: Raw -1234682.328543 + Penalty 3025.986777 = -1231656.341766
  nChanged 585
		SP:Iteration 9F (47877.500000 sec): 3 clusters
  Score: Raw -1235199.201541 + Penalty 3025.986777 = -1232173.214763
  nChanged 601
		SP:Iteration 10F (47877.730000 sec): 3 clusters
  Score: Raw -1235796.250382 + Penalty 3025.986777 = -1232770.263604
  nChanged 505
		SP:Iteration 11Q (47877.990000 sec): 3 clusters
  Score: Raw -1236255.354843 + Penalty 3025.986777 = -1233229.368066
  nChanged 355
		SP:Iteration 12Q (47878.230000 sec): 3 clusters
  Score: Raw -1236555.954125 + Penalty 3025.986777 = -1233529.967348
  nChanged 289
		SP:Iteration 13Q (47878.450000 sec): 3 clusters
  Score: Raw -1236823.265785 + Penalty 3025.986777 = -1233797.279008
  nChanged 260
		SP:Iteration 14Q (47878.640000 sec): 3 clusters
  Score: Raw -1237032.190027 + Penalty 3025.986777 = -1234006.203250
  nChanged 193
		SP:Iteration 15Q (47878.890000 sec): 3 clusters
  Score: Raw -1237146.594158 + Penalty 3025.986777 = -1234120.607380
  nChanged 144
		SP:Iteration 16Q (47879.160000 sec): 3 clusters
  Score: Raw -1237217.344360 + Penalty 3025.986777 = -1234191.357582
  nChanged 112
		SP:Iteration 17Q (47879.370000 sec): 3 clusters
  Score: Raw -1237257.622909 + Penalty 3025.986777 = -1234231.636132
  nChanged 69
		SP:Iteration 18Q (47879.550000 sec): 3 clusters
  Score: Raw -1237276.294665 + Penalty 3025.986777 = -1234250.307887
  nChanged 43
		SP:Iteration 19Q (47879.770000 sec): 3 clusters
  Score: Raw -1237283.815033 + Penalty 3025.986777 = -1234257.828256
  nChanged 24
		SP:Iteration 20F (47879.990000 sec): 3 clusters
  Score: Raw -1237287.774607 + Penalty 3025.986777 = -1234261.787830
  nChanged 17
		SP:Iteration 21Q (47880.210000 sec): 3 clusters
  Score: Raw -1237289.770574 + Penalty 3025.986777 = -1234263.783796
  nChanged 10
		SP:Iteration 22Q (47880.440000 sec): 3 clusters
  Score: Raw -1237291.592052 + Penalty 3025.986777 = -1234265.605274
  nChanged 11
		SP:Iteration 23Q (47880.690000 sec): 3 clusters
  Score: Raw -1237292.742881 + Penalty 3025.986777 = -1234266.756104
  nChanged 10
		SP:Iteration 24Q (47880.900000 sec): 3 clusters
  Score: Raw -1237294.050016 + Penalty 3025.986777 = -1234268.063238
  nChanged 9
		SP:Iteration 25Q (47881.100000 sec): 3 clusters
  Score: Raw -1237294.850485 + Penalty 3025.986777 = -1234268.863707
  nChanged 5
		SP:Iteration 26Q (47881.330000 sec): 3 clusters
  Score: Raw -1237295.200563 + Penalty 3025.986777 = -1234269.213786
  nChanged 1
		SP:Iteration 27Q (47881.520000 sec): 3 clusters
  Score: Raw -1237295.282309 + Penalty 3025.986777 = -1234269.295532
  nChanged 0
		SP:Iteration 28F (47881.740000 sec): 3 clusters
  Score: Raw -1237295.282309 + Penalty 3025.986777 = -1234269.295532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47881.860000 sec): 2 clusters
  Score: Raw -919260.596166 + Penalty 1467.863533 = -917792.732633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47882.080000 sec): 3 clusters
  Score: Raw -914643.758866 + Penalty 2935.727066 = -911708.031800
  nChanged 3527
		SP:Iteration 1F (47882.240000 sec): 3 clusters
  Score: Raw -916719.022877 + Penalty 2935.727066 = -913783.295812
  nChanged 545
		SP:Iteration 2F (47882.430000 sec): 3 clusters
  Score: Raw -916991.096653 + Penalty 2935.727066 = -914055.369587
  nChanged 432
		SP:Iteration 3F (47882.610000 sec): 3 clusters
  Score: Raw -917188.857003 + Penalty 2935.727066 = -914253.129937
  nChanged 371
		SP:Iteration 4Q (47882.780000 sec): 3 clusters
  Score: Raw -917351.167950 + Penalty 2935.727066 = -914415.440884
  nChanged 313
		SP:Iteration 5Q (47882.980000 sec): 3 clusters
  Score: Raw -917482.058132 + Penalty 2935.727066 = -914546.331066
  nChanged 282
		SP:Iteration 6Q (47883.150000 sec): 3 clusters
  Score: Raw -917603.723685 + Penalty 2935.727066 = -914667.996619
  nChanged 265
		SP:Iteration 7Q (47883.380000 sec): 3 clusters
  Score: Raw -917738.460578 + Penalty 2935.727066 = -914802.733512
  nChanged 279
		SP:Iteration 8Q (47883.610000 sec): 3 clusters
  Score: Raw -917879.948352 + Penalty 2935.727066 = -914944.221286
  nChanged 283
		SP:Iteration 9Q (47883.800000 sec): 3 clusters
  Score: Raw -918032.055928 + Penalty 2935.727066 = -915096.328862
  nChanged 291
		SP:Iteration 10Q (47884.040000 sec): 3 clusters
  Score: Raw -918203.270316 + Penalty 2935.727066 = -915267.543250
  nChanged 268
		SP:Iteration 11Q (47884.240000 sec): 3 clusters
  Score: Raw -918361.522766 + Penalty 2935.727066 = -915425.795700
  nChanged 256
		SP:Iteration 12Q (47884.380000 sec): 3 clusters
  Score: Raw -918525.253497 + Penalty 2935.727066 = -915589.526431
  nChanged 238
		SP:Iteration 13Q (47884.550000 sec): 3 clusters
  Score: Raw -918679.575902 + Penalty 2935.727066 = -915743.848836
  nChanged 215
		SP:Iteration 14Q (47884.760000 sec): 3 clusters
  Score: Raw -918807.443567 + Penalty 2935.727066 = -915871.716501
  nChanged 206
		SP:Iteration 15Q (47884.960000 sec): 3 clusters
  Score: Raw -918927.465364 + Penalty 2935.727066 = -915991.738298
  nChanged 166
		SP:Iteration 16Q (47885.190000 sec): 3 clusters
  Score: Raw -919027.617522 + Penalty 2935.727066 = -916091.890456
  nChanged 140
		SP:Iteration 17Q (47885.360000 sec): 3 clusters
  Score: Raw -919116.703046 + Penalty 2935.727066 = -916180.975980
  nChanged 138
		SP:Iteration 18Q (47885.610000 sec): 3 clusters
  Score: Raw -919210.272812 + Penalty 2935.727066 = -916274.545746
  nChanged 99
		SP:Iteration 19Q (47885.810000 sec): 3 clusters
  Score: Raw -919270.304850 + Penalty 2935.727066 = -916334.577784
  nChanged 70
		SP:Iteration 20F (47885.970000 sec): 3 clusters
  Score: Raw -919311.937934 + Penalty 2935.727066 = -916376.210868
  nChanged 53
		SP:Iteration 21Q (47886.150000 sec): 3 clusters
  Score: Raw -919340.829025 + Penalty 2935.727066 = -916405.101959
  nChanged 41
		SP:Iteration 22Q (47886.320000 sec): 3 clusters
  Score: Raw -919366.526723 + Penalty 2935.727066 = -916430.799657
  nChanged 28
		SP:Iteration 23Q (47886.490000 sec): 3 clusters
  Score: Raw -919380.415423 + Penalty 2935.727066 = -916444.688357
  nChanged 31
		SP:Iteration 24Q (47886.690000 sec): 3 clusters
  Score: Raw -919395.923214 + Penalty 2935.727066 = -916460.196148
  nChanged 22
		SP:Iteration 25Q (47886.880000 sec): 3 clusters
  Score: Raw -919408.184460 + Penalty 2935.727066 = -916472.457394
  nChanged 17
		SP:Iteration 26Q (47887.100000 sec): 3 clusters
  Score: Raw -919417.860923 + Penalty 2935.727066 = -916482.133857
  nChanged 19
		SP:Iteration 27Q (47887.320000 sec): 3 clusters
  Score: Raw -919428.840153 + Penalty 2935.727066 = -916493.113088
  nChanged 15
		SP:Iteration 28Q (47887.500000 sec): 3 clusters
  Score: Raw -919438.072338 + Penalty 2935.727066 = -916502.345272
  nChanged 15
		SP:Iteration 29Q (47887.680000 sec): 3 clusters
  Score: Raw -919447.710075 + Penalty 2935.727066 = -916511.983009
  nChanged 6
		SP:Iteration 30Q (47887.880000 sec): 3 clusters
  Score: Raw -919451.248023 + Penalty 2935.727066 = -916515.520957
  nChanged 8
		SP:Iteration 31Q (47888.100000 sec): 3 clusters
  Score: Raw -919455.861807 + Penalty 2935.727066 = -916520.134741
  nChanged 7
		SP:Iteration 32Q (47888.330000 sec): 3 clusters
  Score: Raw -919460.523939 + Penalty 2935.727066 = -916524.796873
  nChanged 8
		SP:Iteration 33Q (47888.500000 sec): 3 clusters
  Score: Raw -919465.124505 + Penalty 2935.727066 = -916529.397439
  nChanged 2
		SP:Iteration 34Q (47888.690000 sec): 3 clusters
  Score: Raw -919466.635334 + Penalty 2935.727066 = -916530.908268
  nChanged 2
		SP:Iteration 35Q (47888.950000 sec): 3 clusters
  Score: Raw -919467.808266 + Penalty 2935.727066 = -916532.081200
  nChanged 1
		SP:Iteration 36Q (47889.140000 sec): 3 clusters
  Score: Raw -919468.435506 + Penalty 2935.727066 = -916532.708440
  nChanged 0
		SP:Iteration 37F (47889.360000 sec): 3 clusters
  Score: Raw -919468.435506 + Penalty 2935.727066 = -916532.708440
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47889.450000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47889.650000 sec): 3 clusters
  Score: Raw -639599.864465 + Penalty 2822.320359 = -636777.544106
  nChanged 2421
		SP:Iteration 1F (47889.890000 sec): 3 clusters
  Score: Raw -640928.816718 + Penalty 2822.320359 = -638106.496359
  nChanged 443
		SP:Iteration 2F (47890.070000 sec): 3 clusters
  Score: Raw -641208.557149 + Penalty 2822.320359 = -638386.236790
  nChanged 366
		SP:Iteration 3F (47890.240000 sec): 3 clusters
  Score: Raw -641489.771065 + Penalty 2822.320359 = -638667.450706
  nChanged 374
		SP:Iteration 4F (47890.440000 sec): 3 clusters
  Score: Raw -641805.135830 + Penalty 2822.320359 = -638982.815471
  nChanged 407
		SP:Iteration 5F (47890.620000 sec): 3 clusters
  Score: Raw -642159.487685 + Penalty 2822.320359 = -639337.167326
  nChanged 375
		SP:Iteration 6F (47890.820000 sec): 3 clusters
  Score: Raw -642468.102942 + Penalty 2822.320359 = -639645.782582
  nChanged 313
		SP:Iteration 7F (47890.990000 sec): 3 clusters
  Score: Raw -642673.786437 + Penalty 2822.320359 = -639851.466078
  nChanged 204
		SP:Iteration 8Q (47891.180000 sec): 3 clusters
  Score: Raw -642794.135359 + Penalty 2822.320359 = -639971.815000
  nChanged 159
		SP:Iteration 9Q (47891.340000 sec): 3 clusters
  Score: Raw -642885.873899 + Penalty 2822.320359 = -640063.553539
  nChanged 117
		SP:Iteration 10Q (47891.530000 sec): 3 clusters
  Score: Raw -642948.609218 + Penalty 2822.320359 = -640126.288859
  nChanged 79
		SP:Iteration 11Q (47891.700000 sec): 3 clusters
  Score: Raw -642986.561977 + Penalty 2822.320359 = -640164.241618
  nChanged 71
		SP:Iteration 12Q (47891.940000 sec): 3 clusters
  Score: Raw -643026.059703 + Penalty 2822.320359 = -640203.739343
  nChanged 62
		SP:Iteration 13Q (47892.130000 sec): 3 clusters
  Score: Raw -643057.830296 + Penalty 2822.320359 = -640235.509937
  nChanged 44
		SP:Iteration 14Q (47892.300000 sec): 3 clusters
  Score: Raw -643076.126726 + Penalty 2822.320359 = -640253.806367
  nChanged 32
		SP:Iteration 15Q (47892.500000 sec): 3 clusters
  Score: Raw -643085.005509 + Penalty 2822.320359 = -640262.685150
  nChanged 27
		SP:Iteration 16Q (47892.660000 sec): 3 clusters
  Score: Raw -643095.185818 + Penalty 2822.320359 = -640272.865458
  nChanged 27
		SP:Iteration 17Q (47892.850000 sec): 3 clusters
  Score: Raw -643106.939277 + Penalty 2822.320359 = -640284.618917
  nChanged 35
		SP:Iteration 18Q (47893.040000 sec): 3 clusters
  Score: Raw -643119.381415 + Penalty 2822.320359 = -640297.061056
  nChanged 25
		SP:Iteration 19Q (47893.200000 sec): 3 clusters
  Score: Raw -643130.753573 + Penalty 2822.320359 = -640308.433214
  nChanged 27
		SP:Iteration 20F (47893.430000 sec): 3 clusters
  Score: Raw -643144.005559 + Penalty 2822.320359 = -640321.685200
  nChanged 31
		SP:Iteration 21Q (47893.580000 sec): 3 clusters
  Score: Raw -643156.837617 + Penalty 2822.320359 = -640334.517257
  nChanged 27
		SP:Iteration 22Q (47893.800000 sec): 3 clusters
  Score: Raw -643169.319129 + Penalty 2822.320359 = -640346.998770
  nChanged 33
		SP:Iteration 23Q (47894.000000 sec): 3 clusters
  Score: Raw -643187.630627 + Penalty 2822.320359 = -640365.310268
  nChanged 28
		SP:Iteration 24Q (47894.190000 sec): 3 clusters
  Score: Raw -643199.141911 + Penalty 2822.320359 = -640376.821552
  nChanged 24
		SP:Iteration 25Q (47894.380000 sec): 3 clusters
  Score: Raw -643213.772331 + Penalty 2822.320359 = -640391.451971
  nChanged 25
		SP:Iteration 26Q (47894.580000 sec): 3 clusters
  Score: Raw -643231.489801 + Penalty 2822.320359 = -640409.169442
  nChanged 27
		SP:Iteration 27Q (47894.740000 sec): 3 clusters
  Score: Raw -643243.082209 + Penalty 2822.320359 = -640420.761850
  nChanged 21
		SP:Iteration 28Q (47894.940000 sec): 3 clusters
  Score: Raw -643253.302769 + Penalty 2822.320359 = -640430.982409
  nChanged 26
		SP:Iteration 29Q (47895.130000 sec): 3 clusters
  Score: Raw -643266.922558 + Penalty 2822.320359 = -640444.602199
  nChanged 22
		SP:Iteration 30Q (47895.310000 sec): 3 clusters
  Score: Raw -643277.257176 + Penalty 2822.320359 = -640454.936817
  nChanged 10
		SP:Iteration 31Q (47895.520000 sec): 3 clusters
  Score: Raw -643280.779273 + Penalty 2822.320359 = -640458.458913
  nChanged 8
		SP:Iteration 32Q (47895.700000 sec): 3 clusters
  Score: Raw -643282.555226 + Penalty 2822.320359 = -640460.234867
  nChanged 4
		SP:Iteration 33Q (47895.930000 sec): 3 clusters
  Score: Raw -643284.214269 + Penalty 2822.320359 = -640461.893910
  nChanged 3
		SP:Iteration 34Q (47896.130000 sec): 3 clusters
  Score: Raw -643284.708710 + Penalty 2822.320359 = -640462.388351
  nChanged 3
		SP:Iteration 35Q (47896.280000 sec): 3 clusters
  Score: Raw -643285.525841 + Penalty 2822.320359 = -640463.205482
  nChanged 2
		SP:Iteration 36Q (47896.460000 sec): 3 clusters
  Score: Raw -643286.071848 + Penalty 2822.320359 = -640463.751488
  nChanged 1
		SP:Iteration 37Q (47896.660000 sec): 3 clusters
  Score: Raw -643286.223907 + Penalty 2822.320359 = -640463.903548
  nChanged 1
		SP:Iteration 38Q (47896.880000 sec): 3 clusters
  Score: Raw -643287.046227 + Penalty 2822.320359 = -640464.725868
  nChanged 4
		SP:Iteration 39Q (47897.060000 sec): 3 clusters
  Score: Raw -643289.560906 + Penalty 2822.320359 = -640467.240547
  nChanged 6
		SP:Iteration 40F (47897.230000 sec): 3 clusters
  Score: Raw -643294.013585 + Penalty 2822.320359 = -640471.693225
  nChanged 13
		SP:Iteration 41Q (47897.420000 sec): 3 clusters
  Score: Raw -643302.552420 + Penalty 2822.320359 = -640480.232061
  nChanged 17
		SP:Iteration 42Q (47897.550000 sec): 3 clusters
  Score: Raw -643313.757717 + Penalty 2822.320359 = -640491.437358
  nChanged 22
		SP:Iteration 43Q (47897.780000 sec): 3 clusters
  Score: Raw -643325.757718 + Penalty 2822.320359 = -640503.437359
  nChanged 15
		SP:Iteration 44Q (47897.960000 sec): 3 clusters
  Score: Raw -643335.903765 + Penalty 2822.320359 = -640513.583406
  nChanged 15
		SP:Iteration 45Q (47898.170000 sec): 3 clusters
  Score: Raw -643340.747885 + Penalty 2822.320359 = -640518.427526
  nChanged 10
		SP:Iteration 46Q (47898.340000 sec): 3 clusters
  Score: Raw -643344.805837 + Penalty 2822.320359 = -640522.485478
  nChanged 3
		SP:Iteration 47Q (47898.560000 sec): 3 clusters
  Score: Raw -643345.767682 + Penalty 2822.320359 = -640523.447322
  nChanged 2
		SP:Iteration 48Q (47898.720000 sec): 3 clusters
  Score: Raw -643346.025695 + Penalty 2822.320359 = -640523.705336
  nChanged 1
		SP:Iteration 49Q (47898.890000 sec): 3 clusters
  Score: Raw -643346.128011 + Penalty 2822.320359 = -640523.807652
  nChanged 1
		SP:Iteration 50Q (47899.070000 sec): 3 clusters
  Score: Raw -643346.437409 + Penalty 2822.320359 = -640524.117050
  nChanged 0
		SP:Iteration 51F (47899.280000 sec): 3 clusters
  Score: Raw -643346.437409 + Penalty 2822.320359 = -640524.117050
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47899.450000 sec): 2 clusters
  Score: Raw -589914.473843 + Penalty 1394.063543 = -588520.410300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47899.610000 sec): 3 clusters
  Score: Raw -587222.575641 + Penalty 2788.127086 = -584434.448555
  nChanged 2170
		SP:Iteration 1F (47899.800000 sec): 3 clusters
  Score: Raw -588594.470119 + Penalty 2788.127086 = -585806.343033
  nChanged 448
		SP:Iteration 2F (47900.000000 sec): 3 clusters
  Score: Raw -588949.744516 + Penalty 2788.127086 = -586161.617430
  nChanged 347
		SP:Iteration 3F (47900.130000 sec): 3 clusters
  Score: Raw -589168.200643 + Penalty 2788.127086 = -586380.073557
  nChanged 270
		SP:Iteration 4F (47900.350000 sec): 3 clusters
  Score: Raw -589330.875492 + Penalty 2788.127086 = -586542.748406
  nChanged 226
		SP:Iteration 5Q (47900.500000 sec): 3 clusters
  Score: Raw -589451.781818 + Penalty 2788.127086 = -586663.654732
  nChanged 197
		SP:Iteration 6Q (47900.720000 sec): 3 clusters
  Score: Raw -589555.702054 + Penalty 2788.127086 = -586767.574968
  nChanged 165
		SP:Iteration 7Q (47900.930000 sec): 3 clusters
  Score: Raw -589640.002850 + Penalty 2788.127086 = -586851.875765
  nChanged 151
		SP:Iteration 8Q (47901.130000 sec): 3 clusters
  Score: Raw -589714.175441 + Penalty 2788.127086 = -586926.048355
  nChanged 133
		SP:Iteration 9Q (47901.280000 sec): 3 clusters
  Score: Raw -589774.883901 + Penalty 2788.127086 = -586986.756816
  nChanged 109
		SP:Iteration 10Q (47901.500000 sec): 3 clusters
  Score: Raw -589820.427403 + Penalty 2788.127086 = -587032.300317
  nChanged 95
		SP:Iteration 11Q (47901.680000 sec): 3 clusters
  Score: Raw -589850.746138 + Penalty 2788.127086 = -587062.619052
  nChanged 62
		SP:Iteration 12Q (47901.850000 sec): 3 clusters
  Score: Raw -589868.452311 + Penalty 2788.127086 = -587080.325226
  nChanged 34
		SP:Iteration 13Q (47902.030000 sec): 3 clusters
  Score: Raw -589878.746657 + Penalty 2788.127086 = -587090.619572
  nChanged 33
		SP:Iteration 14Q (47902.190000 sec): 3 clusters
  Score: Raw -589890.004599 + Penalty 2788.127086 = -587101.877514
  nChanged 28
		SP:Iteration 15Q (47902.360000 sec): 3 clusters
  Score: Raw -589899.743993 + Penalty 2788.127086 = -587111.616907
  nChanged 35
		SP:Iteration 16Q (47902.520000 sec): 3 clusters
  Score: Raw -589910.243409 + Penalty 2788.127086 = -587122.116323
  nChanged 33
		SP:Iteration 17Q (47902.700000 sec): 3 clusters
  Score: Raw -589919.660388 + Penalty 2788.127086 = -587131.533302
  nChanged 23
		SP:Iteration 18Q (47902.910000 sec): 3 clusters
  Score: Raw -589926.007036 + Penalty 2788.127086 = -587137.879950
  nChanged 31
		SP:Iteration 19Q (47903.070000 sec): 3 clusters
  Score: Raw -589933.304784 + Penalty 2788.127086 = -587145.177698
  nChanged 23
		SP:Iteration 20F (47903.220000 sec): 3 clusters
  Score: Raw -589939.424980 + Penalty 2788.127086 = -587151.297894
  nChanged 19
		SP:Iteration 21Q (47903.410000 sec): 3 clusters
  Score: Raw -589944.659663 + Penalty 2788.127086 = -587156.532577
  nChanged 21
		SP:Iteration 22Q (47903.600000 sec): 3 clusters
  Score: Raw -589949.436608 + Penalty 2788.127086 = -587161.309522
  nChanged 15
		SP:Iteration 23Q (47903.740000 sec): 3 clusters
  Score: Raw -589953.105625 + Penalty 2788.127086 = -587164.978539
  nChanged 16
		SP:Iteration 24Q (47903.970000 sec): 3 clusters
  Score: Raw -589957.233722 + Penalty 2788.127086 = -587169.106636
  nChanged 20
		SP:Iteration 25Q (47904.170000 sec): 3 clusters
  Score: Raw -589962.936457 + Penalty 2788.127086 = -587174.809371
  nChanged 22
		SP:Iteration 26Q (47904.340000 sec): 3 clusters
  Score: Raw -589968.915111 + Penalty 2788.127086 = -587180.788026
  nChanged 23
		SP:Iteration 27Q (47904.520000 sec): 3 clusters
  Score: Raw -589974.952411 + Penalty 2788.127086 = -587186.825325
  nChanged 18
		SP:Iteration 28Q (47904.720000 sec): 3 clusters
  Score: Raw -589981.392055 + Penalty 2788.127086 = -587193.264969
  nChanged 13
		SP:Iteration 29Q (47904.890000 sec): 3 clusters
  Score: Raw -589985.042643 + Penalty 2788.127086 = -587196.915558
  nChanged 13
		SP:Iteration 30Q (47905.080000 sec): 3 clusters
  Score: Raw -589988.027516 + Penalty 2788.127086 = -587199.900430
  nChanged 9
		SP:Iteration 31Q (47905.250000 sec): 3 clusters
  Score: Raw -589989.924572 + Penalty 2788.127086 = -587201.797487
  nChanged 7
		SP:Iteration 32Q (47905.430000 sec): 3 clusters
  Score: Raw -589991.376271 + Penalty 2788.127086 = -587203.249185
  nChanged 6
		SP:Iteration 33Q (47905.620000 sec): 3 clusters
  Score: Raw -589992.588967 + Penalty 2788.127086 = -587204.461881
  nChanged 6
		SP:Iteration 34Q (47905.780000 sec): 3 clusters
  Score: Raw -589994.945470 + Penalty 2788.127086 = -587206.818384
  nChanged 8
		SP:Iteration 35Q (47905.960000 sec): 3 clusters
  Score: Raw -589997.506226 + Penalty 2788.127086 = -587209.379140
  nChanged 8
		SP:Iteration 36Q (47906.130000 sec): 3 clusters
  Score: Raw -589999.901849 + Penalty 2788.127086 = -587211.774764
  nChanged 10
		SP:Iteration 37Q (47906.260000 sec): 3 clusters
  Score: Raw -590003.126057 + Penalty 2788.127086 = -587214.998971
  nChanged 5
		SP:Iteration 38Q (47906.420000 sec): 3 clusters
  Score: Raw -590004.119808 + Penalty 2788.127086 = -587215.992722
  nChanged 5
		SP:Iteration 39Q (47906.640000 sec): 3 clusters
  Score: Raw -590005.182876 + Penalty 2788.127086 = -587217.055790
  nChanged 3
		SP:Iteration 40F (47906.760000 sec): 3 clusters
  Score: Raw -590005.668345 + Penalty 2788.127086 = -587217.541259
  nChanged 3
		SP:Iteration 41Q (47906.920000 sec): 3 clusters
  Score: Raw -590006.245729 + Penalty 2788.127086 = -587218.118643
  nChanged 3
		SP:Iteration 42Q (47907.120000 sec): 3 clusters
  Score: Raw -590006.858272 + Penalty 2788.127086 = -587218.731186
  nChanged 3
		SP:Iteration 43Q (47907.280000 sec): 3 clusters
  Score: Raw -590007.588517 + Penalty 2788.127086 = -587219.461431
  nChanged 2
		SP:Iteration 44Q (47907.440000 sec): 3 clusters
  Score: Raw -590007.915306 + Penalty 2788.127086 = -587219.788220
  nChanged 1
		SP:Iteration 45Q (47907.610000 sec): 3 clusters
  Score: Raw -590008.015442 + Penalty 2788.127086 = -587219.888356
  nChanged 0
		SP:Iteration 46F (47907.800000 sec): 3 clusters
  Score: Raw -590008.015442 + Penalty 2788.127086 = -587219.888356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (164978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47908.670000 sec): 2 clusters
  Score: Raw -19005050.119554 + Penalty 1952.204704 = -19003097.914850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47909.590000 sec): 3 clusters
  Score: Raw -18896331.698034 + Penalty 3904.409408 = -18892427.288626
  nChanged 79631
		SP:Iteration 1F (47910.830000 sec): 3 clusters
  Score: Raw -18943161.601745 + Penalty 3904.409408 = -18939257.192336
  nChanged 4437
		SP:Iteration 2Q (47912.050000 sec): 3 clusters
  Score: Raw -18944182.267595 + Penalty 3904.409408 = -18940277.858187
  nChanged 5220
		SP:Iteration 3Q (47913.300000 sec): 3 clusters
  Score: Raw -18945780.959120 + Penalty 3904.409408 = -18941876.549711
  nChanged 6782
		SP:Iteration 4Q (47914.550000 sec): 3 clusters
  Score: Raw -18948662.360350 + Penalty 3904.409408 = -18944757.950942
  nChanged 9423
		SP:Iteration 5F (47915.620000 sec): 3 clusters
  Score: Raw -18954123.383362 + Penalty 3904.409408 = -18950218.973953
  nChanged 12697
		SP:Iteration 6F (47916.650000 sec): 3 clusters
  Score: Raw -18963776.807922 + Penalty 3904.409408 = -18959872.398513
  nChanged 15020
		SP:Iteration 7F (47917.820000 sec): 3 clusters
  Score: Raw -18977431.796633 + Penalty 3904.409408 = -18973527.387224
  nChanged 13832
		SP:Iteration 8F (47918.990000 sec): 3 clusters
  Score: Raw -18991156.224660 + Penalty 3904.409408 = -18987251.815252
  nChanged 9121
		SP:Iteration 9F (47920.140000 sec): 3 clusters
  Score: Raw -19000174.328476 + Penalty 3904.409408 = -18996269.919068
  nChanged 3794
		SP:Iteration 10Q (47921.200000 sec): 3 clusters
  Score: Raw -19003711.676334 + Penalty 3904.409408 = -18999807.266926
  nChanged 1146
		SP:Iteration 11Q (47922.240000 sec): 3 clusters
  Score: Raw -19004736.230132 + Penalty 3904.409408 = -19000831.820724
  nChanged 277
		SP:Iteration 12Q (47923.320000 sec): 3 clusters
  Score: Raw -19005010.702062 + Penalty 3904.409408 = -19001106.292654
  nChanged 88
		SP:Iteration 13Q (47924.370000 sec): 3 clusters
  Score: Raw -19005133.450534 + Penalty 3904.409408 = -19001229.041126
  nChanged 29
		SP:Iteration 14Q (47925.360000 sec): 3 clusters
  Score: Raw -19005175.834638 + Penalty 3904.409408 = -19001271.425230
  nChanged 23
		SP:Iteration 15Q (47926.440000 sec): 3 clusters
  Score: Raw -19005205.725875 + Penalty 3904.409408 = -19001301.316466
  nChanged 13
		SP:Iteration 16Q (47927.370000 sec): 3 clusters
  Score: Raw -19005221.715594 + Penalty 3904.409408 = -19001317.306185
  nChanged 4
		SP:Iteration 17Q (47928.330000 sec): 3 clusters
  Score: Raw -19005229.485987 + Penalty 3904.409408 = -19001325.076578
  nChanged 8
		SP:Iteration 18Q (47929.340000 sec): 3 clusters
  Score: Raw -19005240.323588 + Penalty 3904.409408 = -19001335.914180
  nChanged 3
		SP:Iteration 19Q (47930.290000 sec): 3 clusters
  Score: Raw -19005244.889273 + Penalty 3904.409408 = -19001340.479864
  nChanged 5
		SP:Iteration 20F (47931.290000 sec): 3 clusters
  Score: Raw -19005251.361385 + Penalty 3904.409408 = -19001346.951976
  nChanged 5
		SP:Iteration 21Q (47932.230000 sec): 3 clusters
  Score: Raw -19005258.817920 + Penalty 3904.409408 = -19001354.408511
  nChanged 4
		SP:Iteration 22Q (47933.180000 sec): 3 clusters
  Score: Raw -19005263.645102 + Penalty 3904.409408 = -19001359.235693
  nChanged 1
		SP:Iteration 23Q (47934.080000 sec): 3 clusters
  Score: Raw -19005265.578583 + Penalty 3904.409408 = -19001361.169175
  nChanged 0
		SP:Iteration 24F (47935.130000 sec): 3 clusters
  Score: Raw -19005265.578583 + Penalty 3904.409408 = -19001361.169175
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47935.380000 sec): 2 clusters
  Score: Raw -1261832.764892 + Penalty 1511.130819 = -1260321.634072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47935.620000 sec): 3 clusters
  Score: Raw -1255600.626319 + Penalty 3022.261639 = -1252578.364680
  nChanged 4726
		SP:Iteration 1F (47935.850000 sec): 3 clusters
  Score: Raw -1258052.936425 + Penalty 3022.261639 = -1255030.674787
  nChanged 582
		SP:Iteration 2F (47936.040000 sec): 3 clusters
  Score: Raw -1258267.058128 + Penalty 3022.261639 = -1255244.796489
  nChanged 522
		SP:Iteration 3Q (47936.250000 sec): 3 clusters
  Score: Raw -1258451.145354 + Penalty 3022.261639 = -1255428.883715
  nChanged 435
		SP:Iteration 4Q (47936.500000 sec): 3 clusters
  Score: Raw -1258587.957395 + Penalty 3022.261639 = -1255565.695756
  nChanged 321
		SP:Iteration 5Q (47936.710000 sec): 3 clusters
  Score: Raw -1258679.388085 + Penalty 3022.261639 = -1255657.126446
  nChanged 308
		SP:Iteration 6Q (47936.940000 sec): 3 clusters
  Score: Raw -1258755.828649 + Penalty 3022.261639 = -1255733.567010
  nChanged 251
		SP:Iteration 7Q (47937.130000 sec): 3 clusters
  Score: Raw -1258813.378652 + Penalty 3022.261639 = -1255791.117013
  nChanged 212
		SP:Iteration 8Q (47937.370000 sec): 3 clusters
  Score: Raw -1258860.109333 + Penalty 3022.261639 = -1255837.847694
  nChanged 188
		SP:Iteration 9Q (47937.600000 sec): 3 clusters
  Score: Raw -1258902.364130 + Penalty 3022.261639 = -1255880.102491
  nChanged 191
		SP:Iteration 10Q (47937.840000 sec): 3 clusters
  Score: Raw -1258952.373426 + Penalty 3022.261639 = -1255930.111787
  nChanged 214
		SP:Iteration 11Q (47938.040000 sec): 3 clusters
  Score: Raw -1259014.300685 + Penalty 3022.261639 = -1255992.039046
  nChanged 217
		SP:Iteration 12Q (47938.260000 sec): 3 clusters
  Score: Raw -1259077.525730 + Penalty 3022.261639 = -1256055.264091
  nChanged 214
		SP:Iteration 13Q (47938.480000 sec): 3 clusters
  Score: Raw -1259146.545202 + Penalty 3022.261639 = -1256124.283564
  nChanged 268
		SP:Iteration 14Q (47938.730000 sec): 3 clusters
  Score: Raw -1259230.706285 + Penalty 3022.261639 = -1256208.444646
  nChanged 278
		SP:Iteration 15Q (47938.950000 sec): 3 clusters
  Score: Raw -1259336.309088 + Penalty 3022.261639 = -1256314.047449
  nChanged 339
		SP:Iteration 16Q (47939.160000 sec): 3 clusters
  Score: Raw -1259485.930854 + Penalty 3022.261639 = -1256463.669215
  nChanged 407
		SP:Iteration 17Q (47939.390000 sec): 3 clusters
  Score: Raw -1259689.932960 + Penalty 3022.261639 = -1256667.671322
  nChanged 458
		SP:Iteration 18Q (47939.660000 sec): 3 clusters
  Score: Raw -1259976.299039 + Penalty 3022.261639 = -1256954.037400
  nChanged 510
		SP:Iteration 19Q (47939.850000 sec): 3 clusters
  Score: Raw -1260330.865156 + Penalty 3022.261639 = -1257308.603517
  nChanged 488
		SP:Iteration 20F (47940.070000 sec): 3 clusters
  Score: Raw -1260685.729193 + Penalty 3022.261639 = -1257663.467554
  nChanged 430
		SP:Iteration 21Q (47940.280000 sec): 3 clusters
  Score: Raw -1261030.953434 + Penalty 3022.261639 = -1258008.691795
  nChanged 361
		SP:Iteration 22Q (47940.510000 sec): 3 clusters
  Score: Raw -1261350.192568 + Penalty 3022.261639 = -1258327.930929
  nChanged 273
		SP:Iteration 23Q (47940.760000 sec): 3 clusters
  Score: Raw -1261595.778870 + Penalty 3022.261639 = -1258573.517231
  nChanged 169
		SP:Iteration 24Q (47940.980000 sec): 3 clusters
  Score: Raw -1261739.879764 + Penalty 3022.261639 = -1258717.618125
  nChanged 101
		SP:Iteration 25Q (47941.210000 sec): 3 clusters
  Score: Raw -1261822.721626 + Penalty 3022.261639 = -1258800.459987
  nChanged 65
		SP:Iteration 26Q (47941.390000 sec): 3 clusters
  Score: Raw -1261877.785220 + Penalty 3022.261639 = -1258855.523581
  nChanged 55
		SP:Iteration 27Q (47941.620000 sec): 3 clusters
  Score: Raw -1261925.256250 + Penalty 3022.261639 = -1258902.994611
  nChanged 41
		SP:Iteration 28Q (47941.860000 sec): 3 clusters
  Score: Raw -1261958.344070 + Penalty 3022.261639 = -1258936.082431
  nChanged 30
		SP:Iteration 29Q (47942.050000 sec): 3 clusters
  Score: Raw -1261981.385323 + Penalty 3022.261639 = -1258959.123684
  nChanged 20
		SP:Iteration 30Q (47942.280000 sec): 3 clusters
  Score: Raw -1261997.482235 + Penalty 3022.261639 = -1258975.220596
  nChanged 14
		SP:Iteration 31Q (47942.510000 sec): 3 clusters
  Score: Raw -1262007.752632 + Penalty 3022.261639 = -1258985.490993
  nChanged 10
		SP:Iteration 32Q (47942.700000 sec): 3 clusters
  Score: Raw -1262016.538790 + Penalty 3022.261639 = -1258994.277151
  nChanged 10
		SP:Iteration 33Q (47942.910000 sec): 3 clusters
  Score: Raw -1262026.393118 + Penalty 3022.261639 = -1259004.131479
  nChanged 4
		SP:Iteration 34Q (47943.120000 sec): 3 clusters
  Score: Raw -1262029.294597 + Penalty 3022.261639 = -1259007.032959
  nChanged 5
		SP:Iteration 35Q (47943.310000 sec): 3 clusters
  Score: Raw -1262032.663605 + Penalty 3022.261639 = -1259010.401966
  nChanged 5
		SP:Iteration 36Q (47943.530000 sec): 3 clusters
  Score: Raw -1262036.039080 + Penalty 3022.261639 = -1259013.777441
  nChanged 7
		SP:Iteration 37Q (47943.700000 sec): 3 clusters
  Score: Raw -1262044.130074 + Penalty 3022.261639 = -1259021.868435
  nChanged 5
		SP:Iteration 38Q (47943.910000 sec): 3 clusters
  Score: Raw -1262048.614180 + Penalty 3022.261639 = -1259026.352541
  nChanged 3
		SP:Iteration 39Q (47944.150000 sec): 3 clusters
  Score: Raw -1262052.271243 + Penalty 3022.261639 = -1259030.009605
  nChanged 4
		SP:Iteration 40F (47944.340000 sec): 3 clusters
  Score: Raw -1262056.257818 + Penalty 3022.261639 = -1259033.996179
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47944.480000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47944.650000 sec): 3 clusters
  Score: Raw -415486.497231 + Penalty 2695.566133 = -412790.931098
  nChanged 1566
		SP:Iteration 1F (47944.840000 sec): 3 clusters
  Score: Raw -416412.972059 + Penalty 2695.566133 = -413717.405926
  nChanged 318
		SP:Iteration 2F (47945.000000 sec): 3 clusters
  Score: Raw -416645.796688 + Penalty 2695.566133 = -413950.230555
  nChanged 269
		SP:Iteration 3F (47945.190000 sec): 3 clusters
  Score: Raw -416873.327327 + Penalty 2695.566133 = -414177.761194
  nChanged 254
		SP:Iteration 4F (47945.370000 sec): 3 clusters
  Score: Raw -417103.394633 + Penalty 2695.566133 = -414407.828500
  nChanged 218
		SP:Iteration 5F (47945.550000 sec): 3 clusters
  Score: Raw -417331.166531 + Penalty 2695.566133 = -414635.600398
  nChanged 217
		SP:Iteration 6F (47945.730000 sec): 3 clusters
  Score: Raw -417526.139062 + Penalty 2695.566133 = -414830.572929
  nChanged 189
		SP:Iteration 7Q (47945.890000 sec): 3 clusters
  Score: Raw -417675.670463 + Penalty 2695.566133 = -414980.104330
  nChanged 131
		SP:Iteration 8Q (47946.040000 sec): 3 clusters
  Score: Raw -417767.250951 + Penalty 2695.566133 = -415071.684818
  nChanged 116
		SP:Iteration 9Q (47946.220000 sec): 3 clusters
  Score: Raw -417828.911190 + Penalty 2695.566133 = -415133.345057
  nChanged 83
		SP:Iteration 10Q (47946.420000 sec): 3 clusters
  Score: Raw -417861.984722 + Penalty 2695.566133 = -415166.418589
  nChanged 49
		SP:Iteration 11Q (47946.570000 sec): 3 clusters
  Score: Raw -417878.865216 + Penalty 2695.566133 = -415183.299083
  nChanged 49
		SP:Iteration 12Q (47946.770000 sec): 3 clusters
  Score: Raw -417896.014657 + Penalty 2695.566133 = -415200.448524
  nChanged 32
		SP:Iteration 13Q (47946.940000 sec): 3 clusters
  Score: Raw -417905.584846 + Penalty 2695.566133 = -415210.018713
  nChanged 29
		SP:Iteration 14Q (47947.120000 sec): 3 clusters
  Score: Raw -417914.068407 + Penalty 2695.566133 = -415218.502274
  nChanged 25
		SP:Iteration 15Q (47947.290000 sec): 3 clusters
  Score: Raw -417921.295341 + Penalty 2695.566133 = -415225.729208
  nChanged 24
		SP:Iteration 16Q (47947.440000 sec): 3 clusters
  Score: Raw -417927.445688 + Penalty 2695.566133 = -415231.879555
  nChanged 17
		SP:Iteration 17Q (47947.600000 sec): 3 clusters
  Score: Raw -417931.546113 + Penalty 2695.566133 = -415235.979980
  nChanged 16
		SP:Iteration 18Q (47947.790000 sec): 3 clusters
  Score: Raw -417935.240817 + Penalty 2695.566133 = -415239.674684
  nChanged 10
		SP:Iteration 19Q (47947.930000 sec): 3 clusters
  Score: Raw -417937.096129 + Penalty 2695.566133 = -415241.529996
  nChanged 8
		SP:Iteration 20F (47948.130000 sec): 3 clusters
  Score: Raw -417939.232504 + Penalty 2695.566133 = -415243.666371
  nChanged 5
		SP:Iteration 21Q (47948.290000 sec): 3 clusters
  Score: Raw -417940.396195 + Penalty 2695.566133 = -415244.830062
  nChanged 6
		SP:Iteration 22Q (47948.440000 sec): 3 clusters
  Score: Raw -417941.753384 + Penalty 2695.566133 = -415246.187251
  nChanged 5
		SP:Iteration 23Q (47948.590000 sec): 3 clusters
  Score: Raw -417942.669226 + Penalty 2695.566133 = -415247.103093
  nChanged 7
		SP:Iteration 24Q (47948.740000 sec): 3 clusters
  Score: Raw -417943.820361 + Penalty 2695.566133 = -415248.254228
  nChanged 8
		SP:Iteration 25Q (47948.870000 sec): 3 clusters
  Score: Raw -417945.617106 + Penalty 2695.566133 = -415250.050973
  nChanged 7
		SP:Iteration 26Q (47949.060000 sec): 3 clusters
  Score: Raw -417947.272508 + Penalty 2695.566133 = -415251.706375
  nChanged 8
		SP:Iteration 27Q (47949.200000 sec): 3 clusters
  Score: Raw -417949.069056 + Penalty 2695.566133 = -415253.502923
  nChanged 3
		SP:Iteration 28Q (47949.390000 sec): 3 clusters
  Score: Raw -417949.698653 + Penalty 2695.566133 = -415254.132520
  nChanged 3
		SP:Iteration 29Q (47949.550000 sec): 3 clusters
  Score: Raw -417950.054883 + Penalty 2695.566133 = -415254.488750
  nChanged 4
		SP:Iteration 30Q (47949.730000 sec): 3 clusters
  Score: Raw -417951.241709 + Penalty 2695.566133 = -415255.675576
  nChanged 5
		SP:Iteration 31Q (47949.870000 sec): 3 clusters
  Score: Raw -417952.272655 + Penalty 2695.566133 = -415256.706522
  nChanged 4
		SP:Iteration 32Q (47949.980000 sec): 3 clusters
  Score: Raw -417953.085085 + Penalty 2695.566133 = -415257.518952
  nChanged 3
		SP:Iteration 33Q (47950.160000 sec): 3 clusters
  Score: Raw -417953.547164 + Penalty 2695.566133 = -415257.981031
  nChanged 1
		SP:Iteration 34Q (47950.330000 sec): 3 clusters
  Score: Raw -417953.610797 + Penalty 2695.566133 = -415258.044664
  nChanged 0
		SP:Iteration 35F (47950.490000 sec): 3 clusters
  Score: Raw -417953.610797 + Penalty 2695.566133 = -415258.044664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47950.690000 sec): 2 clusters
  Score: Raw -1992794.585458 + Penalty 1608.036069 = -1991186.549389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47950.950000 sec): 3 clusters
  Score: Raw -1980754.710616 + Penalty 3216.072138 = -1977538.638478
  nChanged 9042
		SP:Iteration 1F (47951.250000 sec): 3 clusters
  Score: Raw -1986076.584051 + Penalty 3216.072138 = -1982860.511913
  nChanged 1362
		SP:Iteration 2F (47951.520000 sec): 3 clusters
  Score: Raw -1986844.061792 + Penalty 3216.072138 = -1983627.989654
  nChanged 1373
		SP:Iteration 3F (47951.820000 sec): 3 clusters
  Score: Raw -1987695.364751 + Penalty 3216.072138 = -1984479.292613
  nChanged 1399
		SP:Iteration 4F (47952.130000 sec): 3 clusters
  Score: Raw -1988573.342103 + Penalty 3216.072138 = -1985357.269965
  nChanged 1270
		SP:Iteration 5F (47952.390000 sec): 3 clusters
  Score: Raw -1989430.599482 + Penalty 3216.072138 = -1986214.527344
  nChanged 1241
		SP:Iteration 6F (47952.650000 sec): 3 clusters
  Score: Raw -1990246.517721 + Penalty 3216.072138 = -1987030.445583
  nChanged 1001
		SP:Iteration 7F (47952.990000 sec): 3 clusters
  Score: Raw -1990940.231502 + Penalty 3216.072138 = -1987724.159364
  nChanged 870
		SP:Iteration 8Q (47953.290000 sec): 3 clusters
  Score: Raw -1991516.653015 + Penalty 3216.072138 = -1988300.580877
  nChanged 688
		SP:Iteration 9Q (47953.540000 sec): 3 clusters
  Score: Raw -1991956.834216 + Penalty 3216.072138 = -1988740.762077
  nChanged 543
		SP:Iteration 10Q (47953.870000 sec): 3 clusters
  Score: Raw -1992280.905087 + Penalty 3216.072138 = -1989064.832949
  nChanged 440
		SP:Iteration 11Q (47954.170000 sec): 3 clusters
  Score: Raw -1992544.231764 + Penalty 3216.072138 = -1989328.159625
  nChanged 356
		SP:Iteration 12Q (47954.420000 sec): 3 clusters
  Score: Raw -1992762.404133 + Penalty 3216.072138 = -1989546.331994
  nChanged 292
		SP:Iteration 13Q (47954.660000 sec): 3 clusters
  Score: Raw -1992937.506098 + Penalty 3216.072138 = -1989721.433960
  nChanged 225
		SP:Iteration 14Q (47954.950000 sec): 3 clusters
  Score: Raw -1993081.100013 + Penalty 3216.072138 = -1989865.027875
  nChanged 186
		SP:Iteration 15Q (47955.230000 sec): 3 clusters
  Score: Raw -1993198.964780 + Penalty 3216.072138 = -1989982.892642
  nChanged 155
		SP:Iteration 16Q (47955.490000 sec): 3 clusters
  Score: Raw -1993319.774073 + Penalty 3216.072138 = -1990103.701935
  nChanged 129
		SP:Iteration 17Q (47955.760000 sec): 3 clusters
  Score: Raw -1993433.422990 + Penalty 3216.072138 = -1990217.350852
  nChanged 103
		SP:Iteration 18Q (47956.020000 sec): 3 clusters
  Score: Raw -1993499.828704 + Penalty 3216.072138 = -1990283.756566
  nChanged 65
		SP:Iteration 19Q (47956.280000 sec): 3 clusters
  Score: Raw -1993536.847731 + Penalty 3216.072138 = -1990320.775593
  nChanged 52
		SP:Iteration 20F (47956.580000 sec): 3 clusters
  Score: Raw -1993565.869586 + Penalty 3216.072138 = -1990349.797448
  nChanged 49
		SP:Iteration 21Q (47956.840000 sec): 3 clusters
  Score: Raw -1993589.410520 + Penalty 3216.072138 = -1990373.338382
  nChanged 48
		SP:Iteration 22Q (47957.110000 sec): 3 clusters
  Score: Raw -1993609.561806 + Penalty 3216.072138 = -1990393.489668
  nChanged 38
		SP:Iteration 23Q (47957.370000 sec): 3 clusters
  Score: Raw -1993623.683752 + Penalty 3216.072138 = -1990407.611614
  nChanged 28
		SP:Iteration 24Q (47957.660000 sec): 3 clusters
  Score: Raw -1993632.415632 + Penalty 3216.072138 = -1990416.343494
  nChanged 24
		SP:Iteration 25Q (47957.940000 sec): 3 clusters
  Score: Raw -1993641.411113 + Penalty 3216.072138 = -1990425.338975
  nChanged 24
		SP:Iteration 26Q (47958.200000 sec): 3 clusters
  Score: Raw -1993648.888695 + Penalty 3216.072138 = -1990432.816557
  nChanged 18
		SP:Iteration 27Q (47958.460000 sec): 3 clusters
  Score: Raw -1993654.151186 + Penalty 3216.072138 = -1990438.079048
  nChanged 17
		SP:Iteration 28Q (47958.750000 sec): 3 clusters
  Score: Raw -1993659.647989 + Penalty 3216.072138 = -1990443.575851
  nChanged 12
		SP:Iteration 29Q (47959.010000 sec): 3 clusters
  Score: Raw -1993662.684697 + Penalty 3216.072138 = -1990446.612559
  nChanged 16
		SP:Iteration 30Q (47959.240000 sec): 3 clusters
  Score: Raw -1993667.578806 + Penalty 3216.072138 = -1990451.506667
  nChanged 10
		SP:Iteration 31Q (47959.500000 sec): 3 clusters
  Score: Raw -1993670.348876 + Penalty 3216.072138 = -1990454.276738
  nChanged 8
		SP:Iteration 32Q (47959.780000 sec): 3 clusters
  Score: Raw -1993672.274371 + Penalty 3216.072138 = -1990456.202232
  nChanged 3
		SP:Iteration 33Q (47960.050000 sec): 3 clusters
  Score: Raw -1993672.921045 + Penalty 3216.072138 = -1990456.848906
  nChanged 3
		SP:Iteration 34Q (47960.280000 sec): 3 clusters
  Score: Raw -1993673.431639 + Penalty 3216.072138 = -1990457.359501
  nChanged 4
		SP:Iteration 35Q (47960.540000 sec): 3 clusters
  Score: Raw -1993674.568690 + Penalty 3216.072138 = -1990458.496552
  nChanged 4
		SP:Iteration 36Q (47960.800000 sec): 3 clusters
  Score: Raw -1993675.241811 + Penalty 3216.072138 = -1990459.169673
  nChanged 2
		SP:Iteration 37Q (47961.100000 sec): 3 clusters
  Score: Raw -1993675.587909 + Penalty 3216.072138 = -1990459.515771
  nChanged 1
		SP:Iteration 38Q (47961.380000 sec): 3 clusters
  Score: Raw -1993676.502026 + Penalty 3216.072138 = -1990460.429888
  nChanged 1
		SP:Iteration 39Q (47961.660000 sec): 3 clusters
  Score: Raw -1993676.624160 + Penalty 3216.072138 = -1990460.552022
  nChanged 0
		SP:Iteration 40F (47961.900000 sec): 3 clusters
  Score: Raw -1993676.624160 + Penalty 3216.072138 = -1990460.552022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47962.020000 sec): 2 clusters
  Score: Raw -416422.195938 + Penalty 1345.162042 = -415077.033896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47962.200000 sec): 3 clusters
  Score: Raw -414541.159154 + Penalty 2690.324084 = -411850.835070
  nChanged 1523
		SP:Iteration 1F (47962.340000 sec): 3 clusters
  Score: Raw -415454.895254 + Penalty 2690.324084 = -412764.571170
  nChanged 297
		SP:Iteration 2F (47962.520000 sec): 3 clusters
  Score: Raw -415651.254594 + Penalty 2690.324084 = -412960.930510
  nChanged 220
		SP:Iteration 3F (47962.700000 sec): 3 clusters
  Score: Raw -415798.953727 + Penalty 2690.324084 = -413108.629643
  nChanged 187
		SP:Iteration 4Q (47962.860000 sec): 3 clusters
  Score: Raw -415972.707496 + Penalty 2690.324084 = -413282.383412
  nChanged 199
		SP:Iteration 5F (47963.030000 sec): 3 clusters
  Score: Raw -416175.155071 + Penalty 2690.324084 = -413484.830987
  nChanged 197
		SP:Iteration 6F (47963.230000 sec): 3 clusters
  Score: Raw -416332.025128 + Penalty 2690.324084 = -413641.701044
  nChanged 150
		SP:Iteration 7Q (47963.400000 sec): 3 clusters
  Score: Raw -416462.316571 + Penalty 2690.324084 = -413771.992487
  nChanged 161
		SP:Iteration 8Q (47963.580000 sec): 3 clusters
  Score: Raw -416614.101364 + Penalty 2690.324084 = -413923.777280
  nChanged 147
		SP:Iteration 9Q (47963.790000 sec): 3 clusters
  Score: Raw -416724.848409 + Penalty 2690.324084 = -414034.524325
  nChanged 107
		SP:Iteration 10Q (47963.960000 sec): 3 clusters
  Score: Raw -416786.817329 + Penalty 2690.324084 = -414096.493245
  nChanged 79
		SP:Iteration 11Q (47964.110000 sec): 3 clusters
  Score: Raw -416839.909637 + Penalty 2690.324084 = -414149.585553
  nChanged 86
		SP:Iteration 12Q (47964.290000 sec): 3 clusters
  Score: Raw -416899.413798 + Penalty 2690.324084 = -414209.089714
  nChanged 87
		SP:Iteration 13Q (47964.480000 sec): 3 clusters
  Score: Raw -416965.683533 + Penalty 2690.324084 = -414275.359449
  nChanged 77
		SP:Iteration 14Q (47964.650000 sec): 3 clusters
  Score: Raw -417024.003435 + Penalty 2690.324084 = -414333.679351
  nChanged 65
		SP:Iteration 15Q (47964.800000 sec): 3 clusters
  Score: Raw -417060.528197 + Penalty 2690.324084 = -414370.204113
  nChanged 53
		SP:Iteration 16Q (47964.900000 sec): 3 clusters
  Score: Raw -417095.100583 + Penalty 2690.324084 = -414404.776499
  nChanged 53
		SP:Iteration 17Q (47965.080000 sec): 3 clusters
  Score: Raw -417131.582311 + Penalty 2690.324084 = -414441.258227
  nChanged 52
		SP:Iteration 18Q (47965.250000 sec): 3 clusters
  Score: Raw -417162.122961 + Penalty 2690.324084 = -414471.798877
  nChanged 40
		SP:Iteration 19Q (47965.400000 sec): 3 clusters
  Score: Raw -417194.710144 + Penalty 2690.324084 = -414504.386060
  nChanged 51
		SP:Iteration 20F (47965.530000 sec): 3 clusters
  Score: Raw -417228.164613 + Penalty 2690.324084 = -414537.840530
  nChanged 52
		SP:Iteration 21Q (47965.700000 sec): 3 clusters
  Score: Raw -417262.863333 + Penalty 2690.324084 = -414572.539249
  nChanged 55
		SP:Iteration 22Q (47965.840000 sec): 3 clusters
  Score: Raw -417293.926539 + Penalty 2690.324084 = -414603.602455
  nChanged 37
		SP:Iteration 23Q (47965.940000 sec): 3 clusters
  Score: Raw -417309.493476 + Penalty 2690.324084 = -414619.169392
  nChanged 29
		SP:Iteration 24Q (47966.080000 sec): 3 clusters
  Score: Raw -417324.263189 + Penalty 2690.324084 = -414633.939105
  nChanged 36
		SP:Iteration 25Q (47966.210000 sec): 3 clusters
  Score: Raw -417343.756480 + Penalty 2690.324084 = -414653.432396
  nChanged 26
		SP:Iteration 26Q (47966.350000 sec): 3 clusters
  Score: Raw -417354.350318 + Penalty 2690.324084 = -414664.026234
  nChanged 34
		SP:Iteration 27Q (47966.520000 sec): 3 clusters
  Score: Raw -417367.175093 + Penalty 2690.324084 = -414676.851009
  nChanged 20
		SP:Iteration 28Q (47966.620000 sec): 3 clusters
  Score: Raw -417372.519898 + Penalty 2690.324084 = -414682.195814
  nChanged 10
		SP:Iteration 29Q (47966.780000 sec): 3 clusters
  Score: Raw -417374.229438 + Penalty 2690.324084 = -414683.905354
  nChanged 4
		SP:Iteration 30Q (47966.910000 sec): 3 clusters
  Score: Raw -417375.055498 + Penalty 2690.324084 = -414684.731414
  nChanged 2
		SP:Iteration 31Q (47967.070000 sec): 3 clusters
  Score: Raw -417375.549418 + Penalty 2690.324084 = -414685.225334
  nChanged 2
		SP:Iteration 32Q (47967.220000 sec): 3 clusters
  Score: Raw -417376.426438 + Penalty 2690.324084 = -414686.102354
  nChanged 2
		SP:Iteration 33Q (47967.390000 sec): 3 clusters
  Score: Raw -417376.622954 + Penalty 2690.324084 = -414686.298870
  nChanged 2
		SP:Iteration 34Q (47967.530000 sec): 3 clusters
  Score: Raw -417376.829183 + Penalty 2690.324084 = -414686.505099
  nChanged 2
		SP:Iteration 35Q (47967.670000 sec): 3 clusters
  Score: Raw -417377.587118 + Penalty 2690.324084 = -414687.263034
  nChanged 2
		SP:Iteration 36Q (47967.840000 sec): 3 clusters
  Score: Raw -417378.004362 + Penalty 2690.324084 = -414687.680279
  nChanged 0
		SP:Iteration 37F (47968.040000 sec): 3 clusters
  Score: Raw -417378.004362 + Penalty 2690.324084 = -414687.680279
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47968.140000 sec): 2 clusters
  Score: Raw -954919.777540 + Penalty 1475.519140 = -953444.258399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47968.350000 sec): 3 clusters
  Score: Raw -949976.068374 + Penalty 2951.038280 = -947025.030094
  nChanged 3722
		SP:Iteration 1F (47968.530000 sec): 3 clusters
  Score: Raw -952063.145957 + Penalty 2951.038280 = -949112.107677
  nChanged 689
		SP:Iteration 2F (47968.740000 sec): 3 clusters
  Score: Raw -952474.514475 + Penalty 2951.038280 = -949523.476195
  nChanged 574
		SP:Iteration 3F (47968.940000 sec): 3 clusters
  Score: Raw -952800.182935 + Penalty 2951.038280 = -949849.144655
  nChanged 496
		SP:Iteration 4F (47969.200000 sec): 3 clusters
  Score: Raw -953079.898763 + Penalty 2951.038280 = -950128.860483
  nChanged 436
		SP:Iteration 5Q (47969.380000 sec): 3 clusters
  Score: Raw -953327.240610 + Penalty 2951.038280 = -950376.202330
  nChanged 448
		SP:Iteration 6F (47969.570000 sec): 3 clusters
  Score: Raw -953587.708582 + Penalty 2951.038280 = -950636.670302
  nChanged 387
		SP:Iteration 7Q (47969.740000 sec): 3 clusters
  Score: Raw -953841.471415 + Penalty 2951.038280 = -950890.433135
  nChanged 364
		SP:Iteration 8Q (47969.960000 sec): 3 clusters
  Score: Raw -954095.407226 + Penalty 2951.038280 = -951144.368945
  nChanged 349
		SP:Iteration 9Q (47970.180000 sec): 3 clusters
  Score: Raw -954350.789712 + Penalty 2951.038280 = -951399.751432
  nChanged 318
		SP:Iteration 10Q (47970.390000 sec): 3 clusters
  Score: Raw -954588.252571 + Penalty 2951.038280 = -951637.214291
  nChanged 286
		SP:Iteration 11Q (47970.550000 sec): 3 clusters
  Score: Raw -954762.997564 + Penalty 2951.038280 = -951811.959284
  nChanged 220
		SP:Iteration 12Q (47970.750000 sec): 3 clusters
  Score: Raw -954864.575635 + Penalty 2951.038280 = -951913.537355
  nChanged 143
		SP:Iteration 13Q (47970.920000 sec): 3 clusters
  Score: Raw -954923.674557 + Penalty 2951.038280 = -951972.636277
  nChanged 116
		SP:Iteration 14Q (47971.160000 sec): 3 clusters
  Score: Raw -954965.669931 + Penalty 2951.038280 = -952014.631651
  nChanged 92
		SP:Iteration 15Q (47971.360000 sec): 3 clusters
  Score: Raw -954996.701038 + Penalty 2951.038280 = -952045.662757
  nChanged 84
		SP:Iteration 16Q (47971.590000 sec): 3 clusters
  Score: Raw -955022.116473 + Penalty 2951.038280 = -952071.078193
  nChanged 69
		SP:Iteration 17Q (47971.780000 sec): 3 clusters
  Score: Raw -955042.291269 + Penalty 2951.038280 = -952091.252989
  nChanged 61
		SP:Iteration 18Q (47971.970000 sec): 3 clusters
  Score: Raw -955064.213916 + Penalty 2951.038280 = -952113.175636
  nChanged 59
		SP:Iteration 19Q (47972.160000 sec): 3 clusters
  Score: Raw -955079.742439 + Penalty 2951.038280 = -952128.704159
  nChanged 50
		SP:Iteration 20F (47972.340000 sec): 3 clusters
  Score: Raw -955093.452785 + Penalty 2951.038280 = -952142.414505
  nChanged 43
		SP:Iteration 21Q (47972.470000 sec): 3 clusters
  Score: Raw -955105.347590 + Penalty 2951.038280 = -952154.309310
  nChanged 51
		SP:Iteration 22Q (47972.640000 sec): 3 clusters
  Score: Raw -955117.544913 + Penalty 2951.038280 = -952166.506633
  nChanged 29
		SP:Iteration 23Q (47972.810000 sec): 3 clusters
  Score: Raw -955124.680568 + Penalty 2951.038280 = -952173.642288
  nChanged 31
		SP:Iteration 24Q (47973.010000 sec): 3 clusters
  Score: Raw -955132.205087 + Penalty 2951.038280 = -952181.166807
  nChanged 33
		SP:Iteration 25Q (47973.190000 sec): 3 clusters
  Score: Raw -955138.161866 + Penalty 2951.038280 = -952187.123586
  nChanged 26
		SP:Iteration 26Q (47973.410000 sec): 3 clusters
  Score: Raw -955143.073851 + Penalty 2951.038280 = -952192.035570
  nChanged 16
		SP:Iteration 27Q (47973.600000 sec): 3 clusters
  Score: Raw -955146.563869 + Penalty 2951.038280 = -952195.525588
  nChanged 13
		SP:Iteration 28Q (47973.810000 sec): 3 clusters
  Score: Raw -955149.252735 + Penalty 2951.038280 = -952198.214455
  nChanged 19
		SP:Iteration 29Q (47974.000000 sec): 3 clusters
  Score: Raw -955152.607950 + Penalty 2951.038280 = -952201.569670
  nChanged 21
		SP:Iteration 30Q (47974.210000 sec): 3 clusters
  Score: Raw -955157.195138 + Penalty 2951.038280 = -952206.156858
  nChanged 25
		SP:Iteration 31Q (47974.390000 sec): 3 clusters
  Score: Raw -955163.111407 + Penalty 2951.038280 = -952212.073127
  nChanged 29
		SP:Iteration 32Q (47974.610000 sec): 3 clusters
  Score: Raw -955169.980716 + Penalty 2951.038280 = -952218.942436
  nChanged 26
		SP:Iteration 33Q (47974.770000 sec): 3 clusters
  Score: Raw -955175.924722 + Penalty 2951.038280 = -952224.886442
  nChanged 16
		SP:Iteration 34Q (47974.960000 sec): 3 clusters
  Score: Raw -955178.219507 + Penalty 2951.038280 = -952227.181226
  nChanged 14
		SP:Iteration 35Q (47975.150000 sec): 3 clusters
  Score: Raw -955179.970498 + Penalty 2951.038280 = -952228.932218
  nChanged 7
		SP:Iteration 36Q (47975.350000 sec): 3 clusters
  Score: Raw -955180.905597 + Penalty 2951.038280 = -952229.867317
  nChanged 11
		SP:Iteration 37Q (47975.600000 sec): 3 clusters
  Score: Raw -955183.379504 + Penalty 2951.038280 = -952232.341224
  nChanged 18
		SP:Iteration 38Q (47975.780000 sec): 3 clusters
  Score: Raw -955186.255650 + Penalty 2951.038280 = -952235.217369
  nChanged 20
		SP:Iteration 39Q (47976.010000 sec): 3 clusters
  Score: Raw -955190.021505 + Penalty 2951.038280 = -952238.983225
  nChanged 22
		SP:Iteration 40F (47976.170000 sec): 3 clusters
  Score: Raw -955194.977589 + Penalty 2951.038280 = -952243.939309
  nChanged 28
		SP:Iteration 41Q (47976.370000 sec): 3 clusters
  Score: Raw -955201.145361 + Penalty 2951.038280 = -952250.107081
  nChanged 25
		SP:Iteration 42Q (47976.530000 sec): 3 clusters
  Score: Raw -955205.719185 + Penalty 2951.038280 = -952254.680905
  nChanged 24
		SP:Iteration 43Q (47976.770000 sec): 3 clusters
  Score: Raw -955210.537217 + Penalty 2951.038280 = -952259.498937
  nChanged 26
		SP:Iteration 44Q (47976.960000 sec): 3 clusters
  Score: Raw -955217.397410 + Penalty 2951.038280 = -952266.359130
  nChanged 33
		SP:Iteration 45Q (47977.170000 sec): 3 clusters
  Score: Raw -955228.648448 + Penalty 2951.038280 = -952277.610168
  nChanged 37
		SP:Iteration 46Q (47977.370000 sec): 3 clusters
  Score: Raw -955239.248049 + Penalty 2951.038280 = -952288.209769
  nChanged 42
		SP:Iteration 47Q (47977.540000 sec): 3 clusters
  Score: Raw -955253.914151 + Penalty 2951.038280 = -952302.875871
  nChanged 39
		SP:Iteration 48Q (47977.750000 sec): 3 clusters
  Score: Raw -955269.587812 + Penalty 2951.038280 = -952318.549531
  nChanged 46
		SP:Iteration 49Q (47977.950000 sec): 3 clusters
  Score: Raw -955295.783213 + Penalty 2951.038280 = -952344.744933
  nChanged 78
		SP:Iteration 50Q (47978.190000 sec): 3 clusters
  Score: Raw -955343.234319 + Penalty 2951.038280 = -952392.196039
  nChanged 80
		SP:Iteration 51Q (47978.390000 sec): 3 clusters
  Score: Raw -955391.361394 + Penalty 2951.038280 = -952440.323114
  nChanged 85
		SP:Iteration 52Q (47978.610000 sec): 3 clusters
  Score: Raw -955441.915255 + Penalty 2951.038280 = -952490.876975
  nChanged 84
		SP:Iteration 53Q (47978.780000 sec): 3 clusters
  Score: Raw -955481.524826 + Penalty 2951.038280 = -952530.486546
  nChanged 56
		SP:Iteration 54Q (47978.980000 sec): 3 clusters
  Score: Raw -955503.702356 + Penalty 2951.038280 = -952552.664076
  nChanged 41
		SP:Iteration 55Q (47979.180000 sec): 3 clusters
  Score: Raw -955514.400423 + Penalty 2951.038280 = -952563.362143
  nChanged 23
		SP:Iteration 56Q (47979.380000 sec): 3 clusters
  Score: Raw -955520.012764 + Penalty 2951.038280 = -952568.974484
  nChanged 24
		SP:Iteration 57Q (47979.630000 sec): 3 clusters
  Score: Raw -955527.129408 + Penalty 2951.038280 = -952576.091128
  nChanged 28
		SP:Iteration 58Q (47979.820000 sec): 3 clusters
  Score: Raw -955533.970709 + Penalty 2951.038280 = -952582.932429
  nChanged 18
		SP:Iteration 59Q (47979.990000 sec): 3 clusters
  Score: Raw -955537.458795 + Penalty 2951.038280 = -952586.420514
  nChanged 10
		SP:Iteration 60F (47980.230000 sec): 3 clusters
  Score: Raw -955538.881085 + Penalty 2951.038280 = -952587.842805
  nChanged 9
		SP:Iteration 61Q (47980.410000 sec): 3 clusters
  Score: Raw -955540.124202 + Penalty 2951.038280 = -952589.085922
  nChanged 10
		SP:Iteration 62Q (47980.650000 sec): 3 clusters
  Score: Raw -955541.629818 + Penalty 2951.038280 = -952590.591538
  nChanged 5
		SP:Iteration 63Q (47980.810000 sec): 3 clusters
  Score: Raw -955542.537483 + Penalty 2951.038280 = -952591.499203
  nChanged 9
		SP:Iteration 64Q (47981.020000 sec): 3 clusters
  Score: Raw -955544.042413 + Penalty 2951.038280 = -952593.004133
  nChanged 8
		SP:Iteration 65Q (47981.190000 sec): 3 clusters
  Score: Raw -955545.440072 + Penalty 2951.038280 = -952594.401792
  nChanged 6
		SP:Iteration 66Q (47981.390000 sec): 3 clusters
  Score: Raw -955546.033640 + Penalty 2951.038280 = -952594.995360
  nChanged 3
		SP:Iteration 67Q (47981.620000 sec): 3 clusters
  Score: Raw -955546.291245 + Penalty 2951.038280 = -952595.252965
  nChanged 2
		SP:Iteration 68Q (47981.850000 sec): 3 clusters
  Score: Raw -955546.463979 + Penalty 2951.038280 = -952595.425699
  nChanged 3
		SP:Iteration 69Q (47982.030000 sec): 3 clusters
  Score: Raw -955546.876906 + Penalty 2951.038280 = -952595.838626
  nChanged 2
		SP:Iteration 70Q (47982.250000 sec): 3 clusters
  Score: Raw -955547.052463 + Penalty 2951.038280 = -952596.014182
  nChanged 4
		SP:Iteration 71Q (47982.490000 sec): 3 clusters
  Score: Raw -955547.738678 + Penalty 2951.038280 = -952596.700398
  nChanged 4
		SP:Iteration 72Q (47982.660000 sec): 3 clusters
  Score: Raw -955548.266776 + Penalty 2951.038280 = -952597.228496
  nChanged 0
		SP:Iteration 73F (47982.890000 sec): 3 clusters
  Score: Raw -955548.266776 + Penalty 2951.038280 = -952597.228496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47982.950000 sec): 2 clusters
  Score: Raw -429234.424411 + Penalty 1365.435468 = -427868.988943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47983.160000 sec): 3 clusters
  Score: Raw -427054.477239 + Penalty 2730.870937 = -424323.606303
  nChanged 1790
		SP:Iteration 1F (47983.340000 sec): 3 clusters
  Score: Raw -428355.667263 + Penalty 2730.870937 = -425624.796326
  nChanged 447
		SP:Iteration 2F (47983.500000 sec): 3 clusters
  Score: Raw -428890.226863 + Penalty 2730.870937 = -426159.355927
  nChanged 369
		SP:Iteration 3F (47983.650000 sec): 3 clusters
  Score: Raw -429241.532732 + Penalty 2730.870937 = -426510.661796
  nChanged 299
		SP:Iteration 4F (47983.850000 sec): 3 clusters
  Score: Raw -429490.523124 + Penalty 2730.870937 = -426759.652187
  nChanged 226
		SP:Iteration 5F (47984.010000 sec): 3 clusters
  Score: Raw -429668.224599 + Penalty 2730.870937 = -426937.353662
  nChanged 194
		SP:Iteration 6Q (47984.150000 sec): 3 clusters
  Score: Raw -429820.306756 + Penalty 2730.870937 = -427089.435819
  nChanged 154
		SP:Iteration 7Q (47984.320000 sec): 3 clusters
  Score: Raw -429918.124334 + Penalty 2730.870937 = -427187.253398
  nChanged 105
		SP:Iteration 8Q (47984.480000 sec): 3 clusters
  Score: Raw -429988.433661 + Penalty 2730.870937 = -427257.562724
  nChanged 73
		SP:Iteration 9Q (47984.590000 sec): 3 clusters
  Score: Raw -430035.979927 + Penalty 2730.870937 = -427305.108991
  nChanged 64
		SP:Iteration 10Q (47984.720000 sec): 3 clusters
  Score: Raw -430070.893586 + Penalty 2730.870937 = -427340.022649
  nChanged 70
		SP:Iteration 11Q (47984.860000 sec): 3 clusters
  Score: Raw -430100.128974 + Penalty 2730.870937 = -427369.258038
  nChanged 51
		SP:Iteration 12Q (47984.980000 sec): 3 clusters
  Score: Raw -430122.765463 + Penalty 2730.870937 = -427391.894527
  nChanged 53
		SP:Iteration 13Q (47985.160000 sec): 3 clusters
  Score: Raw -430147.865346 + Penalty 2730.870937 = -427416.994410
  nChanged 41
		SP:Iteration 14Q (47985.320000 sec): 3 clusters
  Score: Raw -430163.210961 + Penalty 2730.870937 = -427432.340024
  nChanged 39
		SP:Iteration 15Q (47985.500000 sec): 3 clusters
  Score: Raw -430174.921103 + Penalty 2730.870937 = -427444.050166
  nChanged 35
		SP:Iteration 16Q (47985.700000 sec): 3 clusters
  Score: Raw -430190.992447 + Penalty 2730.870937 = -427460.121511
  nChanged 41
		SP:Iteration 17Q (47985.930000 sec): 3 clusters
  Score: Raw -430209.796008 + Penalty 2730.870937 = -427478.925072
  nChanged 31
		SP:Iteration 18Q (47986.040000 sec): 3 clusters
  Score: Raw -430226.220595 + Penalty 2730.870937 = -427495.349658
  nChanged 39
		SP:Iteration 19Q (47986.260000 sec): 3 clusters
  Score: Raw -430246.594039 + Penalty 2730.870937 = -427515.723102
  nChanged 38
		SP:Iteration 20F (47986.430000 sec): 3 clusters
  Score: Raw -430272.037184 + Penalty 2730.870937 = -427541.166247
  nChanged 51
		SP:Iteration 21Q (47986.570000 sec): 3 clusters
  Score: Raw -430297.622643 + Penalty 2730.870937 = -427566.751707
  nChanged 50
		SP:Iteration 22Q (47986.780000 sec): 3 clusters
  Score: Raw -430320.922649 + Penalty 2730.870937 = -427590.051712
  nChanged 56
		SP:Iteration 23Q (47986.950000 sec): 3 clusters
  Score: Raw -430344.522796 + Penalty 2730.870937 = -427613.651859
  nChanged 47
		SP:Iteration 24Q (47987.180000 sec): 3 clusters
  Score: Raw -430359.910385 + Penalty 2730.870937 = -427629.039448
  nChanged 50
		SP:Iteration 25Q (47987.340000 sec): 3 clusters
  Score: Raw -430376.659161 + Penalty 2730.870937 = -427645.788225
  nChanged 38
		SP:Iteration 26Q (47987.490000 sec): 3 clusters
  Score: Raw -430386.975506 + Penalty 2730.870937 = -427656.104570
  nChanged 24
		SP:Iteration 27Q (47987.680000 sec): 3 clusters
  Score: Raw -430393.215432 + Penalty 2730.870937 = -427662.344495
  nChanged 26
		SP:Iteration 28Q (47987.870000 sec): 3 clusters
  Score: Raw -430400.499425 + Penalty 2730.870937 = -427669.628489
  nChanged 23
		SP:Iteration 29Q (47988.060000 sec): 3 clusters
  Score: Raw -430405.712637 + Penalty 2730.870937 = -427674.841700
  nChanged 21
		SP:Iteration 30Q (47988.250000 sec): 3 clusters
  Score: Raw -430411.410565 + Penalty 2730.870937 = -427680.539629
  nChanged 24
		SP:Iteration 31Q (47988.410000 sec): 3 clusters
  Score: Raw -430417.344954 + Penalty 2730.870937 = -427686.474018
  nChanged 16
		SP:Iteration 32Q (47988.550000 sec): 3 clusters
  Score: Raw -430421.191187 + Penalty 2730.870937 = -427690.320250
  nChanged 16
		SP:Iteration 33Q (47988.710000 sec): 3 clusters
  Score: Raw -430425.790339 + Penalty 2730.870937 = -427694.919403
  nChanged 19
		SP:Iteration 34Q (47988.880000 sec): 3 clusters
  Score: Raw -430430.241450 + Penalty 2730.870937 = -427699.370514
  nChanged 16
		SP:Iteration 35Q (47989.080000 sec): 3 clusters
  Score: Raw -430435.808448 + Penalty 2730.870937 = -427704.937512
  nChanged 20
		SP:Iteration 36Q (47989.240000 sec): 3 clusters
  Score: Raw -430441.260230 + Penalty 2730.870937 = -427710.389293
  nChanged 21
		SP:Iteration 37Q (47989.420000 sec): 3 clusters
  Score: Raw -430447.228867 + Penalty 2730.870937 = -427716.357931
  nChanged 13
		SP:Iteration 38Q (47989.590000 sec): 3 clusters
  Score: Raw -430449.792641 + Penalty 2730.870937 = -427718.921705
  nChanged 9
		SP:Iteration 39Q (47989.770000 sec): 3 clusters
  Score: Raw -430451.427281 + Penalty 2730.870937 = -427720.556344
  nChanged 4
		SP:Iteration 40F (47989.930000 sec): 3 clusters
  Score: Raw -430452.213870 + Penalty 2730.870937 = -427721.342934
  nChanged 3
		SP:Iteration 41Q (47990.050000 sec): 3 clusters
  Score: Raw -430454.687929 + Penalty 2730.870937 = -427723.816992
  nChanged 5
		SP:Iteration 42Q (47990.170000 sec): 3 clusters
  Score: Raw -430456.356641 + Penalty 2730.870937 = -427725.485704
  nChanged 2
		SP:Iteration 43Q (47990.340000 sec): 3 clusters
  Score: Raw -430456.867141 + Penalty 2730.870937 = -427725.996205
  nChanged 4
		SP:Iteration 44Q (47990.530000 sec): 3 clusters
  Score: Raw -430457.624008 + Penalty 2730.870937 = -427726.753071
  nChanged 4
		SP:Iteration 45Q (47990.640000 sec): 3 clusters
  Score: Raw -430458.723406 + Penalty 2730.870937 = -427727.852470
  nChanged 7
		SP:Iteration 46Q (47990.810000 sec): 3 clusters
  Score: Raw -430461.019232 + Penalty 2730.870937 = -427730.148295
  nChanged 13
		SP:Iteration 47Q (47990.970000 sec): 3 clusters
  Score: Raw -430464.302857 + Penalty 2730.870937 = -427733.431920
  nChanged 10
		SP:Iteration 48Q (47991.190000 sec): 3 clusters
  Score: Raw -430466.433314 + Penalty 2730.870937 = -427735.562377
  nChanged 8
		SP:Iteration 49Q (47991.380000 sec): 3 clusters
  Score: Raw -430468.362505 + Penalty 2730.870937 = -427737.491568
  nChanged 7
		SP:Iteration 50Q (47991.570000 sec): 3 clusters
  Score: Raw -430470.074999 + Penalty 2730.870937 = -427739.204063
  nChanged 7
		SP:Iteration 51Q (47991.760000 sec): 3 clusters
  Score: Raw -430471.428908 + Penalty 2730.870937 = -427740.557971
  nChanged 5
		SP:Iteration 52Q (47991.930000 sec): 3 clusters
  Score: Raw -430472.117510 + Penalty 2730.870937 = -427741.246573
  nChanged 4
		SP:Iteration 53Q (47992.110000 sec): 3 clusters
  Score: Raw -430472.670948 + Penalty 2730.870937 = -427741.800012
  nChanged 3
		SP:Iteration 54Q (47992.230000 sec): 3 clusters
  Score: Raw -430472.913898 + Penalty 2730.870937 = -427742.042961
  nChanged 1
		SP:Iteration 55Q (47992.390000 sec): 3 clusters
  Score: Raw -430472.995368 + Penalty 2730.870937 = -427742.124431
  nChanged 0
		SP:Iteration 56F (47992.550000 sec): 3 clusters
  Score: Raw -430472.995368 + Penalty 2730.870937 = -427742.124431
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47992.680000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47992.770000 sec): 3 clusters
  Score: Raw -63306.543377 + Penalty 2065.170263 = -61241.373113
  nChanged 132
		SP:Iteration 1F (47992.860000 sec): 3 clusters
  Score: Raw -63444.433756 + Penalty 2065.170263 = -61379.263493
  nChanged 26
		SP:Iteration 2Q (47993.020000 sec): 3 clusters
  Score: Raw -63487.280398 + Penalty 2065.170263 = -61422.110135
  nChanged 19
		SP:Iteration 3Q (47993.110000 sec): 3 clusters
  Score: Raw -63521.766377 + Penalty 2065.170263 = -61456.596114
  nChanged 18
		SP:Iteration 4Q (47993.230000 sec): 3 clusters
  Score: Raw -63539.463818 + Penalty 2065.170263 = -61474.293555
  nChanged 13
		SP:Iteration 5Q (47993.370000 sec): 3 clusters
  Score: Raw -63554.596229 + Penalty 2065.170263 = -61489.425966
  nChanged 11
		SP:Iteration 6Q (47993.470000 sec): 3 clusters
  Score: Raw -63571.332577 + Penalty 2065.170263 = -61506.162314
  nChanged 10
		SP:Iteration 7Q (47993.570000 sec): 3 clusters
  Score: Raw -63594.698748 + Penalty 2065.170263 = -61529.528485
  nChanged 17
		SP:Iteration 8Q (47993.690000 sec): 3 clusters
  Score: Raw -63694.901351 + Penalty 2065.170263 = -61629.731088
  nChanged 25
		SP:Iteration 9Q (47993.820000 sec): 3 clusters
  Score: Raw -63961.381569 + Penalty 2065.170263 = -61896.211306
  nChanged 37
		SP:Iteration 10F (47993.930000 sec): 3 clusters
  Score: Raw -64020.359386 + Penalty 2065.170263 = -61955.189123
  nChanged 18
		SP:Iteration 11Q (47994.020000 sec): 3 clusters
  Score: Raw -64048.607683 + Penalty 2065.170263 = -61983.437419
  nChanged 16
		SP:Iteration 12Q (47994.170000 sec): 3 clusters
  Score: Raw -64081.145161 + Penalty 2065.170263 = -62015.974897
  nChanged 16
		SP:Iteration 13Q (47994.270000 sec): 3 clusters
  Score: Raw -64117.169062 + Penalty 2065.170263 = -62051.998798
  nChanged 9
		SP:Iteration 14Q (47994.370000 sec): 3 clusters
  Score: Raw -64130.993796 + Penalty 2065.170263 = -62065.823532
  nChanged 6
		SP:Iteration 15Q (47994.490000 sec): 3 clusters
  Score: Raw -64139.195504 + Penalty 2065.170263 = -62074.025241
  nChanged 1
		SP:Iteration 16Q (47994.590000 sec): 3 clusters
  Score: Raw -64141.304179 + Penalty 2065.170263 = -62076.133916
  nChanged 2
		SP:Iteration 17Q (47994.690000 sec): 3 clusters
  Score: Raw -64144.221337 + Penalty 2065.170263 = -62079.051074
  nChanged 1
		SP:Iteration 18Q (47994.800000 sec): 3 clusters
  Score: Raw -64146.459783 + Penalty 2065.170263 = -62081.289520
  nChanged 3
		SP:Iteration 19Q (47994.910000 sec): 3 clusters
  Score: Raw -64150.844220 + Penalty 2065.170263 = -62085.673957
  nChanged 1
		SP:Iteration 20F (47995.010000 sec): 3 clusters
  Score: Raw -64152.296417 + Penalty 2065.170263 = -62087.126154
  nChanged 1
		SP:Iteration 21Q (47995.150000 sec): 3 clusters
  Score: Raw -64153.941081 + Penalty 2065.170263 = -62088.770818
  nChanged 2
		SP:Iteration 22Q (47995.250000 sec): 3 clusters
  Score: Raw -64157.269340 + Penalty 2065.170263 = -62092.099077
  nChanged 1
		SP:Iteration 23Q (47995.410000 sec): 3 clusters
  Score: Raw -64159.637504 + Penalty 2065.170263 = -62094.467241
  nChanged 0
		SP:Iteration 24F (47995.480000 sec): 3 clusters
  Score: Raw -64159.637504 + Penalty 2065.170263 = -62094.467241
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47995.600000 sec): 2 clusters
  Score: Raw -353801.480581 + Penalty 1311.674512 = -352489.806069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47995.720000 sec): 3 clusters
  Score: Raw -352255.242736 + Penalty 2623.349024 = -349631.893713
  nChanged 1216
		SP:Iteration 1F (47995.820000 sec): 3 clusters
  Score: Raw -352984.113756 + Penalty 2623.349024 = -350360.764733
  nChanged 229
		SP:Iteration 2F (47995.920000 sec): 3 clusters
  Score: Raw -353112.153950 + Penalty 2623.349024 = -350488.804926
  nChanged 147
		SP:Iteration 3Q (47996.010000 sec): 3 clusters
  Score: Raw -353180.583685 + Penalty 2623.349024 = -350557.234661
  nChanged 85
		SP:Iteration 4Q (47996.120000 sec): 3 clusters
  Score: Raw -353216.210038 + Penalty 2623.349024 = -350592.861015
  nChanged 68
		SP:Iteration 5Q (47996.210000 sec): 3 clusters
  Score: Raw -353242.655916 + Penalty 2623.349024 = -350619.306892
  nChanged 45
		SP:Iteration 6Q (47996.310000 sec): 3 clusters
  Score: Raw -353261.537451 + Penalty 2623.349024 = -350638.188427
  nChanged 46
		SP:Iteration 7Q (47996.410000 sec): 3 clusters
  Score: Raw -353282.017469 + Penalty 2623.349024 = -350658.668446
  nChanged 48
		SP:Iteration 8Q (47996.520000 sec): 3 clusters
  Score: Raw -353301.023160 + Penalty 2623.349024 = -350677.674137
  nChanged 42
		SP:Iteration 9Q (47996.620000 sec): 3 clusters
  Score: Raw -353318.888871 + Penalty 2623.349024 = -350695.539847
  nChanged 43
		SP:Iteration 10Q (47996.730000 sec): 3 clusters
  Score: Raw -353334.540718 + Penalty 2623.349024 = -350711.191695
  nChanged 40
		SP:Iteration 11Q (47996.860000 sec): 3 clusters
  Score: Raw -353349.583539 + Penalty 2623.349024 = -350726.234515
  nChanged 32
		SP:Iteration 12Q (47996.950000 sec): 3 clusters
  Score: Raw -353362.293021 + Penalty 2623.349024 = -350738.943998
  nChanged 34
		SP:Iteration 13Q (47997.070000 sec): 3 clusters
  Score: Raw -353373.623818 + Penalty 2623.349024 = -350750.274794
  nChanged 30
		SP:Iteration 14Q (47997.180000 sec): 3 clusters
  Score: Raw -353383.707323 + Penalty 2623.349024 = -350760.358299
  nChanged 32
		SP:Iteration 15Q (47997.280000 sec): 3 clusters
  Score: Raw -353394.817314 + Penalty 2623.349024 = -350771.468291
  nChanged 30
		SP:Iteration 16Q (47997.380000 sec): 3 clusters
  Score: Raw -353407.550625 + Penalty 2623.349024 = -350784.201602
  nChanged 51
		SP:Iteration 17Q (47997.510000 sec): 3 clusters
  Score: Raw -353432.991575 + Penalty 2623.349024 = -350809.642551
  nChanged 46
		SP:Iteration 18Q (47997.610000 sec): 3 clusters
  Score: Raw -353455.428748 + Penalty 2623.349024 = -350832.079725
  nChanged 65
		SP:Iteration 19Q (47997.710000 sec): 3 clusters
  Score: Raw -353489.683592 + Penalty 2623.349024 = -350866.334568
  nChanged 78
		SP:Iteration 20F (47997.810000 sec): 3 clusters
  Score: Raw -353531.400879 + Penalty 2623.349024 = -350908.051855
  nChanged 77
		SP:Iteration 21Q (47997.910000 sec): 3 clusters
  Score: Raw -353576.606220 + Penalty 2623.349024 = -350953.257196
  nChanged 76
		SP:Iteration 22Q (47998.030000 sec): 3 clusters
  Score: Raw -353626.943124 + Penalty 2623.349024 = -351003.594101
  nChanged 83
		SP:Iteration 23Q (47998.190000 sec): 3 clusters
  Score: Raw -353684.233804 + Penalty 2623.349024 = -351060.884780
  nChanged 79
		SP:Iteration 24Q (47998.270000 sec): 3 clusters
  Score: Raw -353738.454536 + Penalty 2623.349024 = -351115.105512
  nChanged 65
		SP:Iteration 25Q (47998.440000 sec): 3 clusters
  Score: Raw -353790.086118 + Penalty 2623.349024 = -351166.737094
  nChanged 65
		SP:Iteration 26Q (47998.560000 sec): 3 clusters
  Score: Raw -353840.864030 + Penalty 2623.349024 = -351217.515007
  nChanged 54
		SP:Iteration 27Q (47998.730000 sec): 3 clusters
  Score: Raw -353876.934417 + Penalty 2623.349024 = -351253.585394
  nChanged 58
		SP:Iteration 28Q (47998.850000 sec): 3 clusters
  Score: Raw -353920.721204 + Penalty 2623.349024 = -351297.372180
  nChanged 36
		SP:Iteration 29Q (47999.050000 sec): 3 clusters
  Score: Raw -353946.638620 + Penalty 2623.349024 = -351323.289596
  nChanged 17
		SP:Iteration 30Q (47999.150000 sec): 3 clusters
  Score: Raw -353958.233774 + Penalty 2623.349024 = -351334.884750
  nChanged 17
		SP:Iteration 31Q (47999.270000 sec): 3 clusters
  Score: Raw -353970.037883 + Penalty 2623.349024 = -351346.688860
  nChanged 8
		SP:Iteration 32Q (47999.370000 sec): 3 clusters
  Score: Raw -353975.771721 + Penalty 2623.349024 = -351352.422697
  nChanged 10
		SP:Iteration 33Q (47999.470000 sec): 3 clusters
  Score: Raw -353982.303937 + Penalty 2623.349024 = -351358.954914
  nChanged 8
		SP:Iteration 34Q (47999.560000 sec): 3 clusters
  Score: Raw -353989.060992 + Penalty 2623.349024 = -351365.711969
  nChanged 7
		SP:Iteration 35Q (47999.670000 sec): 3 clusters
  Score: Raw -353993.086875 + Penalty 2623.349024 = -351369.737851
  nChanged 6
		SP:Iteration 36Q (47999.770000 sec): 3 clusters
  Score: Raw -353998.006364 + Penalty 2623.349024 = -351374.657340
  nChanged 7
		SP:Iteration 37Q (47999.940000 sec): 3 clusters
  Score: Raw -354002.923110 + Penalty 2623.349024 = -351379.574087
  nChanged 3
		SP:Iteration 38Q (48000.030000 sec): 3 clusters
  Score: Raw -354004.419355 + Penalty 2623.349024 = -351381.070332
  nChanged 1
		SP:Iteration 39Q (48000.210000 sec): 3 clusters
  Score: Raw -354005.461403 + Penalty 2623.349024 = -351382.112379
  nChanged 2
		SP:Iteration 40F (48000.410000 sec): 3 clusters
  Score: Raw -354006.771014 + Penalty 2623.349024 = -351383.421991
  nChanged 1
		SP:Iteration 41Q (48000.590000 sec): 3 clusters
  Score: Raw -354008.521884 + Penalty 2623.349024 = -351385.172860
  nChanged 2
		SP:Iteration 42Q (48000.780000 sec): 3 clusters
  Score: Raw -354010.096227 + Penalty 2623.349024 = -351386.747203
  nChanged 3
		SP:Iteration 43Q (48000.920000 sec): 3 clusters
  Score: Raw -354012.170015 + Penalty 2623.349024 = -351388.820991
  nChanged 2
		SP:Iteration 44Q (48001.130000 sec): 3 clusters
  Score: Raw -354013.031613 + Penalty 2623.349024 = -351389.682590
  nChanged 3
		SP:Iteration 45Q (48001.240000 sec): 3 clusters
  Score: Raw -354014.563502 + Penalty 2623.349024 = -351391.214478
  nChanged 2
		SP:Iteration 46Q (48001.380000 sec): 3 clusters
  Score: Raw -354015.599902 + Penalty 2623.349024 = -351392.250878
  nChanged 2
		SP:Iteration 47Q (48001.540000 sec): 3 clusters
  Score: Raw -354016.855202 + Penalty 2623.349024 = -351393.506179
  nChanged 1
		SP:Iteration 48Q (48001.700000 sec): 3 clusters
  Score: Raw -354018.303717 + Penalty 2623.349024 = -351394.954693
  nChanged 3
		SP:Iteration 49Q (48001.880000 sec): 3 clusters
  Score: Raw -354020.087171 + Penalty 2623.349024 = -351396.738147
  nChanged 1
		SP:Iteration 50Q (48002.030000 sec): 3 clusters
  Score: Raw -354020.496145 + Penalty 2623.349024 = -351397.147121
  nChanged 1
		SP:Iteration 51Q (48002.210000 sec): 3 clusters
  Score: Raw -354021.731122 + Penalty 2623.349024 = -351398.382098
  nChanged 2
		SP:Iteration 52Q (48002.440000 sec): 3 clusters
  Score: Raw -354023.805413 + Penalty 2623.349024 = -351400.456389
  nChanged 0
		SP:Iteration 53F (48002.610000 sec): 3 clusters
  Score: Raw -354023.805413 + Penalty 2623.349024 = -351400.456389
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48002.690000 sec): 2 clusters
  Score: Raw -461019.869867 + Penalty 1358.739625 = -459661.130242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48002.890000 sec): 3 clusters
  Score: Raw -458865.223984 + Penalty 2717.479250 = -456147.744734
  nChanged 1749
		SP:Iteration 1F (48003.060000 sec): 3 clusters
  Score: Raw -459990.343857 + Penalty 2717.479250 = -457272.864607
  nChanged 420
		SP:Iteration 2F (48003.250000 sec): 3 clusters
  Score: Raw -460375.561811 + Penalty 2717.479250 = -457658.082561
  nChanged 341
		SP:Iteration 3F (48003.440000 sec): 3 clusters
  Score: Raw -460690.643969 + Penalty 2717.479250 = -457973.164719
  nChanged 269
		SP:Iteration 4F (48003.550000 sec): 3 clusters
  Score: Raw -460908.999377 + Penalty 2717.479250 = -458191.520127
  nChanged 233
		SP:Iteration 5F (48003.670000 sec): 3 clusters
  Score: Raw -461083.181030 + Penalty 2717.479250 = -458365.701780
  nChanged 174
		SP:Iteration 6Q (48003.810000 sec): 3 clusters
  Score: Raw -461197.158847 + Penalty 2717.479250 = -458479.679597
  nChanged 146
		SP:Iteration 7Q (48004.010000 sec): 3 clusters
  Score: Raw -461295.014779 + Penalty 2717.479250 = -458577.535528
  nChanged 107
		SP:Iteration 8Q (48004.210000 sec): 3 clusters
  Score: Raw -461349.274837 + Penalty 2717.479250 = -458631.795586
  nChanged 69
		SP:Iteration 9Q (48004.380000 sec): 3 clusters
  Score: Raw -461379.844181 + Penalty 2717.479250 = -458662.364931
  nChanged 51
		SP:Iteration 10Q (48004.580000 sec): 3 clusters
  Score: Raw -461397.331344 + Penalty 2717.479250 = -458679.852094
  nChanged 46
		SP:Iteration 11Q (48004.700000 sec): 3 clusters
  Score: Raw -461414.787622 + Penalty 2717.479250 = -458697.308371
  nChanged 32
		SP:Iteration 12Q (48004.900000 sec): 3 clusters
  Score: Raw -461423.854733 + Penalty 2717.479250 = -458706.375483
  nChanged 18
		SP:Iteration 13Q (48005.100000 sec): 3 clusters
  Score: Raw -461428.884872 + Penalty 2717.479250 = -458711.405622
  nChanged 20
		SP:Iteration 14Q (48005.180000 sec): 3 clusters
  Score: Raw -461435.965819 + Penalty 2717.479250 = -458718.486569
  nChanged 17
		SP:Iteration 15Q (48005.340000 sec): 3 clusters
  Score: Raw -461440.803692 + Penalty 2717.479250 = -458723.324441
  nChanged 13
		SP:Iteration 16Q (48005.490000 sec): 3 clusters
  Score: Raw -461444.865389 + Penalty 2717.479250 = -458727.386139
  nChanged 11
		SP:Iteration 17Q (48005.680000 sec): 3 clusters
  Score: Raw -461447.271954 + Penalty 2717.479250 = -458729.792703
  nChanged 9
		SP:Iteration 18Q (48005.860000 sec): 3 clusters
  Score: Raw -461448.846724 + Penalty 2717.479250 = -458731.367474
  nChanged 4
		SP:Iteration 19Q (48005.980000 sec): 3 clusters
  Score: Raw -461449.649253 + Penalty 2717.479250 = -458732.170003
  nChanged 4
		SP:Iteration 20F (48006.110000 sec): 3 clusters
  Score: Raw -461450.181085 + Penalty 2717.479250 = -458732.701835
  nChanged 3
		SP:Iteration 21Q (48006.250000 sec): 3 clusters
  Score: Raw -461450.987928 + Penalty 2717.479250 = -458733.508678
  nChanged 4
		SP:Iteration 22Q (48006.440000 sec): 3 clusters
  Score: Raw -461451.645448 + Penalty 2717.479250 = -458734.166198
  nChanged 2
		SP:Iteration 23Q (48006.610000 sec): 3 clusters
  Score: Raw -461452.084611 + Penalty 2717.479250 = -458734.605361
  nChanged 5
		SP:Iteration 24Q (48006.800000 sec): 3 clusters
  Score: Raw -461453.100313 + Penalty 2717.479250 = -458735.621063
  nChanged 4
		SP:Iteration 25Q (48006.940000 sec): 3 clusters
  Score: Raw -461453.914967 + Penalty 2717.479250 = -458736.435716
  nChanged 3
		SP:Iteration 26Q (48007.100000 sec): 3 clusters
  Score: Raw -461454.462641 + Penalty 2717.479250 = -458736.983390
  nChanged 2
		SP:Iteration 27Q (48007.260000 sec): 3 clusters
  Score: Raw -461454.722780 + Penalty 2717.479250 = -458737.243530
  nChanged 3
		SP:Iteration 28Q (48007.450000 sec): 3 clusters
  Score: Raw -461455.164707 + Penalty 2717.479250 = -458737.685457
  nChanged 2
		SP:Iteration 29Q (48007.660000 sec): 3 clusters
  Score: Raw -461455.612965 + Penalty 2717.479250 = -458738.133715
  nChanged 3
		SP:Iteration 30Q (48007.790000 sec): 3 clusters
  Score: Raw -461456.251075 + Penalty 2717.479250 = -458738.771825
  nChanged 0
		SP:Iteration 31F (48007.980000 sec): 3 clusters
  Score: Raw -461456.251075 + Penalty 2717.479250 = -458738.771825
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48008.210000 sec): 2 clusters
  Score: Raw -1925160.520908 + Penalty 1584.741861 = -1923575.779047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48008.450000 sec): 3 clusters
  Score: Raw -1914958.012343 + Penalty 3169.483721 = -1911788.528622
  nChanged 7581
		SP:Iteration 1F (48008.750000 sec): 3 clusters
  Score: Raw -1919013.065116 + Penalty 3169.483721 = -1915843.581395
  nChanged 927
		SP:Iteration 2F (48008.960000 sec): 3 clusters
  Score: Raw -1919368.973184 + Penalty 3169.483721 = -1916199.489463
  nChanged 879
		SP:Iteration 3F (48009.260000 sec): 3 clusters
  Score: Raw -1919720.178941 + Penalty 3169.483721 = -1916550.695220
  nChanged 835
		SP:Iteration 4Q (48009.490000 sec): 3 clusters
  Score: Raw -1920052.927200 + Penalty 3169.483721 = -1916883.443479
  nChanged 773
		SP:Iteration 5Q (48009.730000 sec): 3 clusters
  Score: Raw -1920361.244476 + Penalty 3169.483721 = -1917191.760755
  nChanged 766
		SP:Iteration 6Q (48010.010000 sec): 3 clusters
  Score: Raw -1920679.625850 + Penalty 3169.483721 = -1917510.142129
  nChanged 754
		SP:Iteration 7Q (48010.320000 sec): 3 clusters
  Score: Raw -1921020.144775 + Penalty 3169.483721 = -1917850.661054
  nChanged 759
		SP:Iteration 8Q (48010.550000 sec): 3 clusters
  Score: Raw -1921382.976963 + Penalty 3169.483721 = -1918213.493242
  nChanged 758
		SP:Iteration 9Q (48010.840000 sec): 3 clusters
  Score: Raw -1921757.044704 + Penalty 3169.483721 = -1918587.560983
  nChanged 751
		SP:Iteration 10Q (48011.090000 sec): 3 clusters
  Score: Raw -1922144.873068 + Penalty 3169.483721 = -1918975.389347
  nChanged 715
		SP:Iteration 11Q (48011.300000 sec): 3 clusters
  Score: Raw -1922529.338605 + Penalty 3169.483721 = -1919359.854884
  nChanged 684
		SP:Iteration 12Q (48011.540000 sec): 3 clusters
  Score: Raw -1922901.893991 + Penalty 3169.483721 = -1919732.410270
  nChanged 639
		SP:Iteration 13Q (48011.780000 sec): 3 clusters
  Score: Raw -1923263.907577 + Penalty 3169.483721 = -1920094.423856
  nChanged 619
		SP:Iteration 14Q (48012.020000 sec): 3 clusters
  Score: Raw -1923651.084002 + Penalty 3169.483721 = -1920481.600281
  nChanged 569
		SP:Iteration 15Q (48012.320000 sec): 3 clusters
  Score: Raw -1924011.447822 + Penalty 3169.483721 = -1920841.964101
  nChanged 490
		SP:Iteration 16Q (48012.570000 sec): 3 clusters
  Score: Raw -1924330.371451 + Penalty 3169.483721 = -1921160.887730
  nChanged 388
		SP:Iteration 17Q (48012.810000 sec): 3 clusters
  Score: Raw -1924603.909623 + Penalty 3169.483721 = -1921434.425902
  nChanged 302
		SP:Iteration 18Q (48013.070000 sec): 3 clusters
  Score: Raw -1924835.119414 + Penalty 3169.483721 = -1921665.635693
  nChanged 209
		SP:Iteration 19Q (48013.370000 sec): 3 clusters
  Score: Raw -1924981.464138 + Penalty 3169.483721 = -1921811.980417
  nChanged 135
		SP:Iteration 20F (48013.620000 sec): 3 clusters
  Score: Raw -1925072.878610 + Penalty 3169.483721 = -1921903.394889
  nChanged 79
		SP:Iteration 21Q (48013.830000 sec): 3 clusters
  Score: Raw -1925134.743494 + Penalty 3169.483721 = -1921965.259773
  nChanged 60
		SP:Iteration 22Q (48014.100000 sec): 3 clusters
  Score: Raw -1925187.450333 + Penalty 3169.483721 = -1922017.966612
  nChanged 48
		SP:Iteration 23Q (48014.370000 sec): 3 clusters
  Score: Raw -1925226.501029 + Penalty 3169.483721 = -1922057.017308
  nChanged 30
		SP:Iteration 24Q (48014.620000 sec): 3 clusters
  Score: Raw -1925252.833884 + Penalty 3169.483721 = -1922083.350163
  nChanged 26
		SP:Iteration 25Q (48014.900000 sec): 3 clusters
  Score: Raw -1925278.726306 + Penalty 3169.483721 = -1922109.242585
  nChanged 25
		SP:Iteration 26Q (48015.090000 sec): 3 clusters
  Score: Raw -1925303.680064 + Penalty 3169.483721 = -1922134.196343
  nChanged 21
		SP:Iteration 27Q (48015.320000 sec): 3 clusters
  Score: Raw -1925325.796865 + Penalty 3169.483721 = -1922156.313144
  nChanged 16
		SP:Iteration 28Q (48015.610000 sec): 3 clusters
  Score: Raw -1925345.778291 + Penalty 3169.483721 = -1922176.294569
  nChanged 11
		SP:Iteration 29Q (48015.840000 sec): 3 clusters
  Score: Raw -1925356.807109 + Penalty 3169.483721 = -1922187.323387
  nChanged 11
		SP:Iteration 30Q (48016.110000 sec): 3 clusters
  Score: Raw -1925369.151800 + Penalty 3169.483721 = -1922199.668079
  nChanged 8
		SP:Iteration 31Q (48016.340000 sec): 3 clusters
  Score: Raw -1925377.757538 + Penalty 3169.483721 = -1922208.273817
  nChanged 3
		SP:Iteration 32Q (48016.580000 sec): 3 clusters
  Score: Raw -1925381.991524 + Penalty 3169.483721 = -1922212.507803
  nChanged 6
		SP:Iteration 33Q (48016.840000 sec): 3 clusters
  Score: Raw -1925388.769655 + Penalty 3169.483721 = -1922219.285934
  nChanged 3
		SP:Iteration 34Q (48017.080000 sec): 3 clusters
  Score: Raw -1925392.921254 + Penalty 3169.483721 = -1922223.437533
  nChanged 3
		SP:Iteration 35Q (48017.310000 sec): 3 clusters
  Score: Raw -1925395.225428 + Penalty 3169.483721 = -1922225.741707
  nChanged 4
		SP:Iteration 36Q (48017.580000 sec): 3 clusters
  Score: Raw -1925398.768222 + Penalty 3169.483721 = -1922229.284501
  nChanged 3
		SP:Iteration 37Q (48017.860000 sec): 3 clusters
  Score: Raw -1925400.963577 + Penalty 3169.483721 = -1922231.479856
  nChanged 1
		SP:Iteration 38Q (48018.070000 sec): 3 clusters
  Score: Raw -1925401.610571 + Penalty 3169.483721 = -1922232.126850
  nChanged 1
		SP:Iteration 39Q (48018.340000 sec): 3 clusters
  Score: Raw -1925402.999489 + Penalty 3169.483721 = -1922233.515768
  nChanged 1
		SP:Iteration 40F (48018.620000 sec): 3 clusters
  Score: Raw -1925403.732943 + Penalty 3169.483721 = -1922234.249221
  nChanged 1
		SP:Iteration 41Q (48018.870000 sec): 3 clusters
  Score: Raw -1925404.166548 + Penalty 3169.483721 = -1922234.682827
  nChanged 0
		SP:Iteration 42F (48019.130000 sec): 3 clusters
  Score: Raw -1925404.166548 + Penalty 3169.483721 = -1922234.682827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48019.210000 sec): 2 clusters
  Score: Raw -477729.047366 + Penalty 1363.197090 = -476365.850276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48019.380000 sec): 3 clusters
  Score: Raw -475459.814212 + Penalty 2726.394181 = -472733.420031
  nChanged 1735
		SP:Iteration 1F (48019.530000 sec): 3 clusters
  Score: Raw -476424.282904 + Penalty 2726.394181 = -473697.888724
  nChanged 361
		SP:Iteration 2F (48019.690000 sec): 3 clusters
  Score: Raw -476646.525953 + Penalty 2726.394181 = -473920.131772
  nChanged 282
		SP:Iteration 3F (48019.860000 sec): 3 clusters
  Score: Raw -476824.916073 + Penalty 2726.394181 = -474098.521893
  nChanged 225
		SP:Iteration 4F (48020.020000 sec): 3 clusters
  Score: Raw -476970.746957 + Penalty 2726.394181 = -474244.352776
  nChanged 200
		SP:Iteration 5Q (48020.200000 sec): 3 clusters
  Score: Raw -477092.270496 + Penalty 2726.394181 = -474365.876316
  nChanged 190
		SP:Iteration 6Q (48020.380000 sec): 3 clusters
  Score: Raw -477219.328402 + Penalty 2726.394181 = -474492.934221
  nChanged 205
		SP:Iteration 7Q (48020.580000 sec): 3 clusters
  Score: Raw -477356.334806 + Penalty 2726.394181 = -474629.940626
  nChanged 200
		SP:Iteration 8Q (48020.710000 sec): 3 clusters
  Score: Raw -477502.351422 + Penalty 2726.394181 = -474775.957241
  nChanged 191
		SP:Iteration 9Q (48020.920000 sec): 3 clusters
  Score: Raw -477617.779068 + Penalty 2726.394181 = -474891.384888
  nChanged 176
		SP:Iteration 10Q (48021.080000 sec): 3 clusters
  Score: Raw -477724.931002 + Penalty 2726.394181 = -474998.536822
  nChanged 144
		SP:Iteration 11Q (48021.290000 sec): 3 clusters
  Score: Raw -477809.146920 + Penalty 2726.394181 = -475082.752739
  nChanged 121
		SP:Iteration 12Q (48021.390000 sec): 3 clusters
  Score: Raw -477869.201093 + Penalty 2726.394181 = -475142.806913
  nChanged 93
		SP:Iteration 13Q (48021.570000 sec): 3 clusters
  Score: Raw -477921.030756 + Penalty 2726.394181 = -475194.636575
  nChanged 83
		SP:Iteration 14Q (48021.720000 sec): 3 clusters
  Score: Raw -477959.624216 + Penalty 2726.394181 = -475233.230035
  nChanged 56
		SP:Iteration 15Q (48021.870000 sec): 3 clusters
  Score: Raw -477983.149616 + Penalty 2726.394181 = -475256.755435
  nChanged 39
		SP:Iteration 16Q (48022.020000 sec): 3 clusters
  Score: Raw -477999.664912 + Penalty 2726.394181 = -475273.270732
  nChanged 28
		SP:Iteration 17Q (48022.170000 sec): 3 clusters
  Score: Raw -478007.771309 + Penalty 2726.394181 = -475281.377129
  nChanged 21
		SP:Iteration 18Q (48022.340000 sec): 3 clusters
  Score: Raw -478013.864293 + Penalty 2726.394181 = -475287.470112
  nChanged 17
		SP:Iteration 19Q (48022.550000 sec): 3 clusters
  Score: Raw -478018.738644 + Penalty 2726.394181 = -475292.344463
  nChanged 18
		SP:Iteration 20F (48022.720000 sec): 3 clusters
  Score: Raw -478025.249701 + Penalty 2726.394181 = -475298.855520
  nChanged 17
		SP:Iteration 21Q (48022.870000 sec): 3 clusters
  Score: Raw -478032.591042 + Penalty 2726.394181 = -475306.196861
  nChanged 12
		SP:Iteration 22Q (48023.060000 sec): 3 clusters
  Score: Raw -478036.257743 + Penalty 2726.394181 = -475309.863562
  nChanged 9
		SP:Iteration 23Q (48023.240000 sec): 3 clusters
  Score: Raw -478038.685759 + Penalty 2726.394181 = -475312.291579
  nChanged 16
		SP:Iteration 24Q (48023.400000 sec): 3 clusters
  Score: Raw -478043.329868 + Penalty 2726.394181 = -475316.935687
  nChanged 9
		SP:Iteration 25Q (48023.520000 sec): 3 clusters
  Score: Raw -478046.256031 + Penalty 2726.394181 = -475319.861850
  nChanged 10
		SP:Iteration 26Q (48023.660000 sec): 3 clusters
  Score: Raw -478048.756198 + Penalty 2726.394181 = -475322.362018
  nChanged 6
		SP:Iteration 27Q (48023.840000 sec): 3 clusters
  Score: Raw -478050.249220 + Penalty 2726.394181 = -475323.855039
  nChanged 6
		SP:Iteration 28Q (48023.990000 sec): 3 clusters
  Score: Raw -478051.911545 + Penalty 2726.394181 = -475325.517365
  nChanged 6
		SP:Iteration 29Q (48024.170000 sec): 3 clusters
  Score: Raw -478054.310918 + Penalty 2726.394181 = -475327.916738
  nChanged 6
		SP:Iteration 30Q (48024.350000 sec): 3 clusters
  Score: Raw -478055.582550 + Penalty 2726.394181 = -475329.188369
  nChanged 3
		SP:Iteration 31Q (48024.500000 sec): 3 clusters
  Score: Raw -478056.486764 + Penalty 2726.394181 = -475330.092583
  nChanged 4
		SP:Iteration 32Q (48024.670000 sec): 3 clusters
  Score: Raw -478057.818861 + Penalty 2726.394181 = -475331.424680
  nChanged 1
		SP:Iteration 33Q (48024.830000 sec): 3 clusters
  Score: Raw -478058.619721 + Penalty 2726.394181 = -475332.225541
  nChanged 3
		SP:Iteration 34Q (48024.980000 sec): 3 clusters
  Score: Raw -478059.344476 + Penalty 2726.394181 = -475332.950295
  nChanged 2
		SP:Iteration 35Q (48025.140000 sec): 3 clusters
  Score: Raw -478059.844617 + Penalty 2726.394181 = -475333.450436
  nChanged 1
		SP:Iteration 36Q (48025.320000 sec): 3 clusters
  Score: Raw -478060.177885 + Penalty 2726.394181 = -475333.783704
  nChanged 1
		SP:Iteration 37Q (48025.540000 sec): 3 clusters
  Score: Raw -478060.304913 + Penalty 2726.394181 = -475333.910733
  nChanged 0
		SP:Iteration 38F (48025.720000 sec): 3 clusters
  Score: Raw -478060.304913 + Penalty 2726.394181 = -475333.910733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48026.480000 sec): 2 clusters
  Score: Raw -10347587.564754 + Penalty 1860.667659 = -10345726.897095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48027.340000 sec): 3 clusters
  Score: Raw -10286620.297693 + Penalty 3721.335318 = -10282898.962375
  nChanged 44864
		SP:Iteration 1F (48028.170000 sec): 3 clusters
  Score: Raw -10313089.248691 + Penalty 3721.335318 = -10309367.913373
  nChanged 3232
		SP:Iteration 2Q (48028.940000 sec): 3 clusters
  Score: Raw -10314065.477219 + Penalty 3721.335318 = -10310344.141901
  nChanged 3802
		SP:Iteration 3Q (48029.810000 sec): 3 clusters
  Score: Raw -10315480.789627 + Penalty 3721.335318 = -10311759.454308
  nChanged 4689
		SP:Iteration 4Q (48030.680000 sec): 3 clusters
  Score: Raw -10317804.016669 + Penalty 3721.335318 = -10314082.681350
  nChanged 6067
		SP:Iteration 5F (48031.480000 sec): 3 clusters
  Score: Raw -10321682.224080 + Penalty 3721.335318 = -10317960.888762
  nChanged 7236
		SP:Iteration 6F (48032.300000 sec): 3 clusters
  Score: Raw -10327248.325664 + Penalty 3721.335318 = -10323526.990346
  nChanged 7607
		SP:Iteration 7F (48033.180000 sec): 3 clusters
  Score: Raw -10333929.082606 + Penalty 3721.335318 = -10330207.747288
  nChanged 6477
		SP:Iteration 8F (48033.860000 sec): 3 clusters
  Score: Raw -10339996.369373 + Penalty 3721.335318 = -10336275.034054
  nChanged 4321
		SP:Iteration 9Q (48034.620000 sec): 3 clusters
  Score: Raw -10343935.963830 + Penalty 3721.335318 = -10340214.628512
  nChanged 2359
		SP:Iteration 10Q (48035.370000 sec): 3 clusters
  Score: Raw -10346022.291245 + Penalty 3721.335318 = -10342300.955927
  nChanged 1161
		SP:Iteration 11Q (48036.110000 sec): 3 clusters
  Score: Raw -10346999.056118 + Penalty 3721.335318 = -10343277.720800
  nChanged 488
		SP:Iteration 12Q (48036.850000 sec): 3 clusters
  Score: Raw -10347399.910504 + Penalty 3721.335318 = -10343678.575186
  nChanged 234
		SP:Iteration 13Q (48037.630000 sec): 3 clusters
  Score: Raw -10347600.588740 + Penalty 3721.335318 = -10343879.253422
  nChanged 99
		SP:Iteration 14Q (48038.300000 sec): 3 clusters
  Score: Raw -10347678.579075 + Penalty 3721.335318 = -10343957.243757
  nChanged 55
		SP:Iteration 15Q (48039.050000 sec): 3 clusters
  Score: Raw -10347725.647722 + Penalty 3721.335318 = -10344004.312404
  nChanged 32
		SP:Iteration 16Q (48039.780000 sec): 3 clusters
  Score: Raw -10347752.525811 + Penalty 3721.335318 = -10344031.190493
  nChanged 21
		SP:Iteration 17Q (48040.510000 sec): 3 clusters
  Score: Raw -10347769.435055 + Penalty 3721.335318 = -10344048.099737
  nChanged 16
		SP:Iteration 18Q (48041.210000 sec): 3 clusters
  Score: Raw -10347783.162908 + Penalty 3721.335318 = -10344061.827590
  nChanged 12
		SP:Iteration 19Q (48041.950000 sec): 3 clusters
  Score: Raw -10347793.098284 + Penalty 3721.335318 = -10344071.762966
  nChanged 11
		SP:Iteration 20F (48042.770000 sec): 3 clusters
  Score: Raw -10347803.924614 + Penalty 3721.335318 = -10344082.589296
  nChanged 9
		SP:Iteration 21Q (48043.460000 sec): 3 clusters
  Score: Raw -10347813.672794 + Penalty 3721.335318 = -10344092.337475
  nChanged 7
		SP:Iteration 22Q (48044.240000 sec): 3 clusters
  Score: Raw -10347819.318864 + Penalty 3721.335318 = -10344097.983546
  nChanged 4
		SP:Iteration 23Q (48044.890000 sec): 3 clusters
  Score: Raw -10347822.670334 + Penalty 3721.335318 = -10344101.335015
  nChanged 1
		SP:Iteration 24Q (48045.580000 sec): 3 clusters
  Score: Raw -10347823.695228 + Penalty 3721.335318 = -10344102.359909
  nChanged 3
		SP:Iteration 25Q (48046.310000 sec): 3 clusters
  Score: Raw -10347826.213446 + Penalty 3721.335318 = -10344104.878128
  nChanged 2
		SP:Iteration 26Q (48046.990000 sec): 3 clusters
  Score: Raw -10347829.228328 + Penalty 3721.335318 = -10344107.893010
  nChanged 4
		SP:Iteration 27Q (48047.670000 sec): 3 clusters
  Score: Raw -10347833.228912 + Penalty 3721.335318 = -10344111.893593
  nChanged 3
		SP:Iteration 28Q (48048.320000 sec): 3 clusters
  Score: Raw -10347835.484150 + Penalty 3721.335318 = -10344114.148832
  nChanged 5
		SP:Iteration 29Q (48048.980000 sec): 3 clusters
  Score: Raw -10347840.246783 + Penalty 3721.335318 = -10344118.911465
  nChanged 1
		SP:Iteration 30Q (48049.710000 sec): 3 clusters
  Score: Raw -10347841.587548 + Penalty 3721.335318 = -10344120.252230
  nChanged 1
		SP:Iteration 31Q (48050.410000 sec): 3 clusters
  Score: Raw -10347842.969680 + Penalty 3721.335318 = -10344121.634362
  nChanged 2
		SP:Iteration 32Q (48051.130000 sec): 3 clusters
  Score: Raw -10347845.338469 + Penalty 3721.335318 = -10344124.003151
  nChanged 2
		SP:Iteration 33Q (48051.760000 sec): 3 clusters
  Score: Raw -10347846.830928 + Penalty 3721.335318 = -10344125.495610
  nChanged 3
		SP:Iteration 34Q (48052.470000 sec): 3 clusters
  Score: Raw -10347849.486697 + Penalty 3721.335318 = -10344128.151379
  nChanged 3
		SP:Iteration 35Q (48053.100000 sec): 3 clusters
  Score: Raw -10347852.620766 + Penalty 3721.335318 = -10344131.285448
  nChanged 4
		SP:Iteration 36Q (48053.780000 sec): 3 clusters
  Score: Raw -10347857.932700 + Penalty 3721.335318 = -10344136.597382
  nChanged 2
		SP:Iteration 37Q (48054.490000 sec): 3 clusters
  Score: Raw -10347859.413361 + Penalty 3721.335318 = -10344138.078043
  nChanged 2
		SP:Iteration 38Q (48055.200000 sec): 3 clusters
  Score: Raw -10347861.451807 + Penalty 3721.335318 = -10344140.116489
  nChanged 2
		SP:Iteration 39Q (48055.950000 sec): 3 clusters
  Score: Raw -10347862.468128 + Penalty 3721.335318 = -10344141.132810
  nChanged 0
		SP:Iteration 40F (48056.750000 sec): 3 clusters
  Score: Raw -10347862.468128 + Penalty 3721.335318 = -10344141.132810
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48056.950000 sec): 2 clusters
  Score: Raw -599076.542290 + Penalty 1400.445135 = -597676.097155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48057.130000 sec): 3 clusters
  Score: Raw -596144.211146 + Penalty 2800.890271 = -593343.320876
  nChanged 2316
		SP:Iteration 1F (48057.300000 sec): 3 clusters
  Score: Raw -597506.223933 + Penalty 2800.890271 = -594705.333662
  nChanged 448
		SP:Iteration 2F (48057.460000 sec): 3 clusters
  Score: Raw -597848.858850 + Penalty 2800.890271 = -595047.968579
  nChanged 402
		SP:Iteration 3F (48057.640000 sec): 3 clusters
  Score: Raw -598224.389275 + Penalty 2800.890271 = -595423.499005
  nChanged 411
		SP:Iteration 4F (48057.850000 sec): 3 clusters
  Score: Raw -598604.053768 + Penalty 2800.890271 = -595803.163498
  nChanged 359
		SP:Iteration 5F (48058.030000 sec): 3 clusters
  Score: Raw -598923.041694 + Penalty 2800.890271 = -596122.151424
  nChanged 283
		SP:Iteration 6F (48058.200000 sec): 3 clusters
  Score: Raw -599149.493101 + Penalty 2800.890271 = -596348.602830
  nChanged 221
		SP:Iteration 7Q (48058.400000 sec): 3 clusters
  Score: Raw -599326.782641 + Penalty 2800.890271 = -596525.892370
  nChanged 169
		SP:Iteration 8Q (48058.570000 sec): 3 clusters
  Score: Raw -599450.707133 + Penalty 2800.890271 = -596649.816862
  nChanged 133
		SP:Iteration 9Q (48058.730000 sec): 3 clusters
  Score: Raw -599537.376357 + Penalty 2800.890271 = -596736.486086
  nChanged 83
		SP:Iteration 10Q (48058.850000 sec): 3 clusters
  Score: Raw -599582.567304 + Penalty 2800.890271 = -596781.677033
  nChanged 76
		SP:Iteration 11Q (48059.010000 sec): 3 clusters
  Score: Raw -599616.067015 + Penalty 2800.890271 = -596815.176744
  nChanged 60
		SP:Iteration 12Q (48059.230000 sec): 3 clusters
  Score: Raw -599637.840942 + Penalty 2800.890271 = -596836.950671
  nChanged 51
		SP:Iteration 13Q (48059.400000 sec): 3 clusters
  Score: Raw -599657.324944 + Penalty 2800.890271 = -596856.434674
  nChanged 50
		SP:Iteration 14Q (48059.590000 sec): 3 clusters
  Score: Raw -599676.152645 + Penalty 2800.890271 = -596875.262374
  nChanged 37
		SP:Iteration 15Q (48059.800000 sec): 3 clusters
  Score: Raw -599689.024081 + Penalty 2800.890271 = -596888.133810
  nChanged 32
		SP:Iteration 16Q (48059.950000 sec): 3 clusters
  Score: Raw -599703.748999 + Penalty 2800.890271 = -596902.858729
  nChanged 41
		SP:Iteration 17Q (48060.100000 sec): 3 clusters
  Score: Raw -599722.049834 + Penalty 2800.890271 = -596921.159563
  nChanged 49
		SP:Iteration 18Q (48060.260000 sec): 3 clusters
  Score: Raw -599747.176330 + Penalty 2800.890271 = -596946.286059
  nChanged 55
		SP:Iteration 19Q (48060.400000 sec): 3 clusters
  Score: Raw -599772.831103 + Penalty 2800.890271 = -596971.940832
  nChanged 60
		SP:Iteration 20F (48060.600000 sec): 3 clusters
  Score: Raw -599796.243450 + Penalty 2800.890271 = -596995.353179
  nChanged 45
		SP:Iteration 21Q (48060.770000 sec): 3 clusters
  Score: Raw -599815.634545 + Penalty 2800.890271 = -597014.744274
  nChanged 44
		SP:Iteration 22Q (48060.950000 sec): 3 clusters
  Score: Raw -599835.842669 + Penalty 2800.890271 = -597034.952399
  nChanged 53
		SP:Iteration 23Q (48061.130000 sec): 3 clusters
  Score: Raw -599858.316330 + Penalty 2800.890271 = -597057.426059
  nChanged 36
		SP:Iteration 24Q (48061.290000 sec): 3 clusters
  Score: Raw -599871.910889 + Penalty 2800.890271 = -597071.020618
  nChanged 28
		SP:Iteration 25Q (48061.480000 sec): 3 clusters
  Score: Raw -599881.731205 + Penalty 2800.890271 = -597080.840935
  nChanged 17
		SP:Iteration 26Q (48061.630000 sec): 3 clusters
  Score: Raw -599887.740474 + Penalty 2800.890271 = -597086.850203
  nChanged 20
		SP:Iteration 27Q (48061.770000 sec): 3 clusters
  Score: Raw -599894.409149 + Penalty 2800.890271 = -597093.518878
  nChanged 21
		SP:Iteration 28Q (48061.970000 sec): 3 clusters
  Score: Raw -599899.904438 + Penalty 2800.890271 = -597099.014167
  nChanged 18
		SP:Iteration 29Q (48062.130000 sec): 3 clusters
  Score: Raw -599905.111631 + Penalty 2800.890271 = -597104.221360
  nChanged 14
		SP:Iteration 30Q (48062.250000 sec): 3 clusters
  Score: Raw -599907.933772 + Penalty 2800.890271 = -597107.043501
  nChanged 7
		SP:Iteration 31Q (48062.430000 sec): 3 clusters
  Score: Raw -599909.467907 + Penalty 2800.890271 = -597108.577637
  nChanged 3
		SP:Iteration 32Q (48062.610000 sec): 3 clusters
  Score: Raw -599909.957891 + Penalty 2800.890271 = -597109.067620
  nChanged 1
		SP:Iteration 33Q (48062.770000 sec): 3 clusters
  Score: Raw -599910.304580 + Penalty 2800.890271 = -597109.414309
  nChanged 0
		SP:Iteration 34F (48062.940000 sec): 3 clusters
  Score: Raw -599910.304580 + Penalty 2800.890271 = -597109.414309
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48063.170000 sec): 2 clusters
  Score: Raw -1977893.666149 + Penalty 1592.673413 = -1976300.992737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48063.430000 sec): 3 clusters
  Score: Raw -1967148.018667 + Penalty 3185.346825 = -1963962.671842
  nChanged 8122
		SP:Iteration 1F (48063.710000 sec): 3 clusters
  Score: Raw -1971862.577973 + Penalty 3185.346825 = -1968677.231148
  nChanged 1159
		SP:Iteration 2F (48063.990000 sec): 3 clusters
  Score: Raw -1972491.084821 + Penalty 3185.346825 = -1969305.737996
  nChanged 1115
		SP:Iteration 3F (48064.250000 sec): 3 clusters
  Score: Raw -1973137.079363 + Penalty 3185.346825 = -1969951.732538
  nChanged 1114
		SP:Iteration 4F (48064.490000 sec): 3 clusters
  Score: Raw -1973782.800194 + Penalty 3185.346825 = -1970597.453369
  nChanged 1078
		SP:Iteration 5F (48064.790000 sec): 3 clusters
  Score: Raw -1974383.916936 + Penalty 3185.346825 = -1971198.570110
  nChanged 960
		SP:Iteration 6F (48065.070000 sec): 3 clusters
  Score: Raw -1974947.858982 + Penalty 3185.346825 = -1971762.512156
  nChanged 847
		SP:Iteration 7Q (48065.360000 sec): 3 clusters
  Score: Raw -1975447.808254 + Penalty 3185.346825 = -1972262.461428
  nChanged 776
		SP:Iteration 8Q (48065.640000 sec): 3 clusters
  Score: Raw -1975876.004426 + Penalty 3185.346825 = -1972690.657601
  nChanged 621
		SP:Iteration 9Q (48065.920000 sec): 3 clusters
  Score: Raw -1976170.851958 + Penalty 3185.346825 = -1972985.505133
  nChanged 468
		SP:Iteration 10Q (48066.150000 sec): 3 clusters
  Score: Raw -1976382.285095 + Penalty 3185.346825 = -1973196.938270
  nChanged 381
		SP:Iteration 11Q (48066.390000 sec): 3 clusters
  Score: Raw -1976543.391421 + Penalty 3185.346825 = -1973358.044596
  nChanged 338
		SP:Iteration 12Q (48066.720000 sec): 3 clusters
  Score: Raw -1976678.635336 + Penalty 3185.346825 = -1973493.288510
  nChanged 298
		SP:Iteration 13Q (48066.930000 sec): 3 clusters
  Score: Raw -1976796.015970 + Penalty 3185.346825 = -1973610.669144
  nChanged 299
		SP:Iteration 14Q (48067.200000 sec): 3 clusters
  Score: Raw -1976914.127715 + Penalty 3185.346825 = -1973728.780889
  nChanged 269
		SP:Iteration 15Q (48067.460000 sec): 3 clusters
  Score: Raw -1977029.752822 + Penalty 3185.346825 = -1973844.405997
  nChanged 268
		SP:Iteration 16Q (48067.740000 sec): 3 clusters
  Score: Raw -1977136.571803 + Penalty 3185.346825 = -1973951.224978
  nChanged 248
		SP:Iteration 17Q (48068.030000 sec): 3 clusters
  Score: Raw -1977221.615636 + Penalty 3185.346825 = -1974036.268811
  nChanged 218
		SP:Iteration 18Q (48068.310000 sec): 3 clusters
  Score: Raw -1977297.397030 + Penalty 3185.346825 = -1974112.050205
  nChanged 228
		SP:Iteration 19Q (48068.530000 sec): 3 clusters
  Score: Raw -1977382.815959 + Penalty 3185.346825 = -1974197.469134
  nChanged 221
		SP:Iteration 20F (48068.810000 sec): 3 clusters
  Score: Raw -1977468.345461 + Penalty 3185.346825 = -1974282.998636
  nChanged 223
		SP:Iteration 21Q (48069.050000 sec): 3 clusters
  Score: Raw -1977560.556221 + Penalty 3185.346825 = -1974375.209396
  nChanged 203
		SP:Iteration 22Q (48069.280000 sec): 3 clusters
  Score: Raw -1977643.614432 + Penalty 3185.346825 = -1974458.267606
  nChanged 186
		SP:Iteration 23Q (48069.490000 sec): 3 clusters
  Score: Raw -1977718.058711 + Penalty 3185.346825 = -1974532.711886
  nChanged 184
		SP:Iteration 24Q (48069.750000 sec): 3 clusters
  Score: Raw -1977796.439257 + Penalty 3185.346825 = -1974611.092432
  nChanged 175
		SP:Iteration 25Q (48069.980000 sec): 3 clusters
  Score: Raw -1977873.985372 + Penalty 3185.346825 = -1974688.638546
  nChanged 184
		SP:Iteration 26Q (48070.220000 sec): 3 clusters
  Score: Raw -1977957.979712 + Penalty 3185.346825 = -1974772.632887
  nChanged 170
		SP:Iteration 27Q (48070.490000 sec): 3 clusters
  Score: Raw -1978030.682275 + Penalty 3185.346825 = -1974845.335450
  nChanged 148
		SP:Iteration 28Q (48070.730000 sec): 3 clusters
  Score: Raw -1978093.177265 + Penalty 3185.346825 = -1974907.830440
  nChanged 142
		SP:Iteration 29Q (48070.990000 sec): 3 clusters
  Score: Raw -1978147.326278 + Penalty 3185.346825 = -1974961.979453
  nChanged 118
		SP:Iteration 30Q (48071.270000 sec): 3 clusters
  Score: Raw -1978195.752873 + Penalty 3185.346825 = -1975010.406048
  nChanged 126
		SP:Iteration 31Q (48071.530000 sec): 3 clusters
  Score: Raw -1978261.291017 + Penalty 3185.346825 = -1975075.944192
  nChanged 128
		SP:Iteration 32Q (48071.800000 sec): 3 clusters
  Score: Raw -1978324.476087 + Penalty 3185.346825 = -1975139.129262
  nChanged 106
		SP:Iteration 33Q (48072.050000 sec): 3 clusters
  Score: Raw -1978373.178995 + Penalty 3185.346825 = -1975187.832169
  nChanged 88
		SP:Iteration 34Q (48072.290000 sec): 3 clusters
  Score: Raw -1978413.467998 + Penalty 3185.346825 = -1975228.121172
  nChanged 81
		SP:Iteration 35Q (48072.570000 sec): 3 clusters
  Score: Raw -1978455.157787 + Penalty 3185.346825 = -1975269.810962
  nChanged 90
		SP:Iteration 36Q (48072.860000 sec): 3 clusters
  Score: Raw -1978508.164276 + Penalty 3185.346825 = -1975322.817450
  nChanged 89
		SP:Iteration 37Q (48073.100000 sec): 3 clusters
  Score: Raw -1978559.735004 + Penalty 3185.346825 = -1975374.388179
  nChanged 88
		SP:Iteration 38Q (48073.360000 sec): 3 clusters
  Score: Raw -1978608.349617 + Penalty 3185.346825 = -1975423.002792
  nChanged 80
		SP:Iteration 39Q (48073.640000 sec): 3 clusters
  Score: Raw -1978653.265905 + Penalty 3185.346825 = -1975467.919080
  nChanged 60
		SP:Iteration 40F (48073.950000 sec): 3 clusters
  Score: Raw -1978688.033466 + Penalty 3185.346825 = -1975502.686640
  nChanged 60
		SP:Iteration 41Q (48074.240000 sec): 3 clusters
  Score: Raw -1978724.867227 + Penalty 3185.346825 = -1975539.520402
  nChanged 49
		SP:Iteration 42Q (48074.430000 sec): 3 clusters
  Score: Raw -1978747.637727 + Penalty 3185.346825 = -1975562.290901
  nChanged 39
		SP:Iteration 43Q (48074.700000 sec): 3 clusters
  Score: Raw -1978766.045376 + Penalty 3185.346825 = -1975580.698550
  nChanged 36
		SP:Iteration 44Q (48074.940000 sec): 3 clusters
  Score: Raw -1978787.049112 + Penalty 3185.346825 = -1975601.702287
  nChanged 36
		SP:Iteration 45Q (48075.180000 sec): 3 clusters
  Score: Raw -1978806.082008 + Penalty 3185.346825 = -1975620.735182
  nChanged 25
		SP:Iteration 46Q (48075.450000 sec): 3 clusters
  Score: Raw -1978817.959404 + Penalty 3185.346825 = -1975632.612579
  nChanged 24
		SP:Iteration 47Q (48075.670000 sec): 3 clusters
  Score: Raw -1978826.763919 + Penalty 3185.346825 = -1975641.417093
  nChanged 17
		SP:Iteration 48Q (48075.960000 sec): 3 clusters
  Score: Raw -1978833.853474 + Penalty 3185.346825 = -1975648.506649
  nChanged 14
		SP:Iteration 49Q (48076.170000 sec): 3 clusters
  Score: Raw -1978839.380286 + Penalty 3185.346825 = -1975654.033461
  nChanged 12
		SP:Iteration 50Q (48076.450000 sec): 3 clusters
  Score: Raw -1978843.684720 + Penalty 3185.346825 = -1975658.337895
  nChanged 9
		SP:Iteration 51Q (48076.680000 sec): 3 clusters
  Score: Raw -1978846.032775 + Penalty 3185.346825 = -1975660.685950
  nChanged 4
		SP:Iteration 52Q (48076.940000 sec): 3 clusters
  Score: Raw -1978847.945847 + Penalty 3185.346825 = -1975662.599022
  nChanged 4
		SP:Iteration 53Q (48077.200000 sec): 3 clusters
  Score: Raw -1978849.732384 + Penalty 3185.346825 = -1975664.385559
  nChanged 5
		SP:Iteration 54Q (48077.460000 sec): 3 clusters
  Score: Raw -1978853.071349 + Penalty 3185.346825 = -1975667.724524
  nChanged 12
		SP:Iteration 55Q (48077.730000 sec): 3 clusters
  Score: Raw -1978857.089871 + Penalty 3185.346825 = -1975671.743046
  nChanged 10
		SP:Iteration 56Q (48077.960000 sec): 3 clusters
  Score: Raw -1978860.779392 + Penalty 3185.346825 = -1975675.432567
  nChanged 3
		SP:Iteration 57Q (48078.200000 sec): 3 clusters
  Score: Raw -1978861.710539 + Penalty 3185.346825 = -1975676.363714
  nChanged 2
		SP:Iteration 58Q (48078.460000 sec): 3 clusters
  Score: Raw -1978862.372009 + Penalty 3185.346825 = -1975677.025184
  nChanged 4
		SP:Iteration 59Q (48078.720000 sec): 3 clusters
  Score: Raw -1978863.659027 + Penalty 3185.346825 = -1975678.312202
  nChanged 3
		SP:Iteration 60F (48079.020000 sec): 3 clusters
  Score: Raw -1978864.813885 + Penalty 3185.346825 = -1975679.467060
  nChanged 2
		SP:Iteration 61Q (48079.260000 sec): 3 clusters
  Score: Raw -1978865.597624 + Penalty 3185.346825 = -1975680.250799
  nChanged 2
		SP:Iteration 62Q (48079.510000 sec): 3 clusters
  Score: Raw -1978866.201835 + Penalty 3185.346825 = -1975680.855010
  nChanged 1
		SP:Iteration 63Q (48079.780000 sec): 3 clusters
  Score: Raw -1978866.690584 + Penalty 3185.346825 = -1975681.343759
  nChanged 1
		SP:Iteration 64Q (48080.040000 sec): 3 clusters
  Score: Raw -1978866.963935 + Penalty 3185.346825 = -1975681.617109
  nChanged 2
		SP:Iteration 65Q (48080.300000 sec): 3 clusters
  Score: Raw -1978867.370001 + Penalty 3185.346825 = -1975682.023175
  nChanged 2
		SP:Iteration 66Q (48080.560000 sec): 3 clusters
  Score: Raw -1978867.682810 + Penalty 3185.346825 = -1975682.335984
  nChanged 1
		SP:Iteration 67Q (48080.820000 sec): 3 clusters
  Score: Raw -1978867.848919 + Penalty 3185.346825 = -1975682.502094
  nChanged 0
		SP:Iteration 68F (48081.100000 sec): 3 clusters
  Score: Raw -1978867.848919 + Penalty 3185.346825 = -1975682.502094
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48081.220000 sec): 2 clusters
  Score: Raw -200610.359328 + Penalty 1246.747524 = -199363.611804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48081.340000 sec): 3 clusters
  Score: Raw -199740.166312 + Penalty 2493.495048 = -197246.671264
  nChanged 784
		SP:Iteration 1F (48081.490000 sec): 3 clusters
  Score: Raw -200491.763078 + Penalty 2493.495048 = -197998.268030
  nChanged 209
		SP:Iteration 2F (48081.620000 sec): 3 clusters
  Score: Raw -200712.087260 + Penalty 2493.495048 = -198218.592211
  nChanged 111
		SP:Iteration 3F (48081.820000 sec): 3 clusters
  Score: Raw -200836.685071 + Penalty 2493.495048 = -198343.190022
  nChanged 91
		SP:Iteration 4Q (48081.960000 sec): 3 clusters
  Score: Raw -200902.171481 + Penalty 2493.495048 = -198408.676433
  nChanged 62
		SP:Iteration 5Q (48082.050000 sec): 3 clusters
  Score: Raw -200946.934553 + Penalty 2493.495048 = -198453.439505
  nChanged 48
		SP:Iteration 6Q (48082.140000 sec): 3 clusters
  Score: Raw -200985.969448 + Penalty 2493.495048 = -198492.474400
  nChanged 32
		SP:Iteration 7Q (48082.250000 sec): 3 clusters
  Score: Raw -201004.605521 + Penalty 2493.495048 = -198511.110473
  nChanged 28
		SP:Iteration 8Q (48082.340000 sec): 3 clusters
  Score: Raw -201023.654954 + Penalty 2493.495048 = -198530.159906
  nChanged 29
		SP:Iteration 9Q (48082.490000 sec): 3 clusters
  Score: Raw -201049.498959 + Penalty 2493.495048 = -198556.003910
  nChanged 27
		SP:Iteration 10Q (48082.640000 sec): 3 clusters
  Score: Raw -201073.205208 + Penalty 2493.495048 = -198579.710160
  nChanged 27
		SP:Iteration 11Q (48082.790000 sec): 3 clusters
  Score: Raw -201087.656285 + Penalty 2493.495048 = -198594.161237
  nChanged 14
		SP:Iteration 12Q (48082.920000 sec): 3 clusters
  Score: Raw -201092.786354 + Penalty 2493.495048 = -198599.291306
  nChanged 11
		SP:Iteration 13Q (48083.030000 sec): 3 clusters
  Score: Raw -201098.150193 + Penalty 2493.495048 = -198604.655145
  nChanged 8
		SP:Iteration 14Q (48083.180000 sec): 3 clusters
  Score: Raw -201100.759183 + Penalty 2493.495048 = -198607.264135
  nChanged 5
		SP:Iteration 15Q (48083.300000 sec): 3 clusters
  Score: Raw -201102.189616 + Penalty 2493.495048 = -198608.694568
  nChanged 5
		SP:Iteration 16Q (48083.420000 sec): 3 clusters
  Score: Raw -201104.440919 + Penalty 2493.495048 = -198610.945871
  nChanged 6
		SP:Iteration 17Q (48083.570000 sec): 3 clusters
  Score: Raw -201108.624192 + Penalty 2493.495048 = -198615.129144
  nChanged 6
		SP:Iteration 18Q (48083.720000 sec): 3 clusters
  Score: Raw -201113.534878 + Penalty 2493.495048 = -198620.039830
  nChanged 10
		SP:Iteration 19Q (48083.810000 sec): 3 clusters
  Score: Raw -201118.264669 + Penalty 2493.495048 = -198624.769621
  nChanged 5
		SP:Iteration 20F (48083.900000 sec): 3 clusters
  Score: Raw -201121.184041 + Penalty 2493.495048 = -198627.688992
  nChanged 6
		SP:Iteration 21Q (48084.040000 sec): 3 clusters
  Score: Raw -201131.136505 + Penalty 2493.495048 = -198637.641456
  nChanged 12
		SP:Iteration 22Q (48084.150000 sec): 3 clusters
  Score: Raw -201138.963505 + Penalty 2493.495048 = -198645.468457
  nChanged 11
		SP:Iteration 23Q (48084.280000 sec): 3 clusters
  Score: Raw -201143.444902 + Penalty 2493.495048 = -198649.949853
  nChanged 7
		SP:Iteration 24Q (48084.360000 sec): 3 clusters
  Score: Raw -201146.229694 + Penalty 2493.495048 = -198652.734646
  nChanged 4
		SP:Iteration 25Q (48084.510000 sec): 3 clusters
  Score: Raw -201147.230057 + Penalty 2493.495048 = -198653.735008
  nChanged 3
		SP:Iteration 26Q (48084.650000 sec): 3 clusters
  Score: Raw -201148.563993 + Penalty 2493.495048 = -198655.068945
  nChanged 4
		SP:Iteration 27Q (48084.780000 sec): 3 clusters
  Score: Raw -201150.682785 + Penalty 2493.495048 = -198657.187737
  nChanged 5
		SP:Iteration 28Q (48084.900000 sec): 3 clusters
  Score: Raw -201152.836545 + Penalty 2493.495048 = -198659.341497
  nChanged 4
		SP:Iteration 29Q (48085.000000 sec): 3 clusters
  Score: Raw -201154.026920 + Penalty 2493.495048 = -198660.531872
  nChanged 5
		SP:Iteration 30Q (48085.130000 sec): 3 clusters
  Score: Raw -201154.908312 + Penalty 2493.495048 = -198661.413264
  nChanged 3
		SP:Iteration 31Q (48085.240000 sec): 3 clusters
  Score: Raw -201155.444373 + Penalty 2493.495048 = -198661.949325
  nChanged 0
		SP:Iteration 32F (48085.360000 sec): 3 clusters
  Score: Raw -201155.444373 + Penalty 2493.495048 = -198661.949325
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48085.410000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48085.530000 sec): 3 clusters
  Score: Raw -7544.764674 + Penalty 1440.015460 = -6104.749214
  nChanged 7
		SP:Iteration 1F (48085.650000 sec): 3 clusters
  Score: Raw -7600.757376 + Penalty 1440.015460 = -6160.741916
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48085.750000 sec): 2 clusters
  Score: Raw -332035.610951 + Penalty 1302.919589 = -330732.691362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48085.880000 sec): 3 clusters
  Score: Raw -330628.888284 + Penalty 2605.839179 = -328023.049106
  nChanged 1128
		SP:Iteration 1F (48085.990000 sec): 3 clusters
  Score: Raw -331287.892377 + Penalty 2605.839179 = -328682.053199
  nChanged 226
		SP:Iteration 2F (48086.100000 sec): 3 clusters
  Score: Raw -331437.195579 + Penalty 2605.839179 = -328831.356400
  nChanged 178
		SP:Iteration 3F (48086.260000 sec): 3 clusters
  Score: Raw -331572.846861 + Penalty 2605.839179 = -328967.007682
  nChanged 145
		SP:Iteration 4Q (48086.380000 sec): 3 clusters
  Score: Raw -331679.463821 + Penalty 2605.839179 = -329073.624643
  nChanged 119
		SP:Iteration 5Q (48086.480000 sec): 3 clusters
  Score: Raw -331770.311537 + Penalty 2605.839179 = -329164.472359
  nChanged 106
		SP:Iteration 6Q (48086.580000 sec): 3 clusters
  Score: Raw -331848.213559 + Penalty 2605.839179 = -329242.374381
  nChanged 109
		SP:Iteration 7Q (48086.760000 sec): 3 clusters
  Score: Raw -331928.125789 + Penalty 2605.839179 = -329322.286611
  nChanged 108
		SP:Iteration 8Q (48086.860000 sec): 3 clusters
  Score: Raw -332018.680531 + Penalty 2605.839179 = -329412.841353
  nChanged 106
		SP:Iteration 9Q (48086.970000 sec): 3 clusters
  Score: Raw -332103.481150 + Penalty 2605.839179 = -329497.641972
  nChanged 95
		SP:Iteration 10Q (48087.100000 sec): 3 clusters
  Score: Raw -332172.270953 + Penalty 2605.839179 = -329566.431775
  nChanged 68
		SP:Iteration 11Q (48087.220000 sec): 3 clusters
  Score: Raw -332214.320767 + Penalty 2605.839179 = -329608.481588
  nChanged 56
		SP:Iteration 12Q (48087.340000 sec): 3 clusters
  Score: Raw -332247.134931 + Penalty 2605.839179 = -329641.295752
  nChanged 53
		SP:Iteration 13Q (48087.460000 sec): 3 clusters
  Score: Raw -332273.691456 + Penalty 2605.839179 = -329667.852277
  nChanged 39
		SP:Iteration 14Q (48087.610000 sec): 3 clusters
  Score: Raw -332289.172179 + Penalty 2605.839179 = -329683.333001
  nChanged 19
		SP:Iteration 15Q (48087.760000 sec): 3 clusters
  Score: Raw -332297.102726 + Penalty 2605.839179 = -329691.263547
  nChanged 16
		SP:Iteration 16Q (48087.900000 sec): 3 clusters
  Score: Raw -332303.219686 + Penalty 2605.839179 = -329697.380508
  nChanged 15
		SP:Iteration 17Q (48088.000000 sec): 3 clusters
  Score: Raw -332307.443481 + Penalty 2605.839179 = -329701.604302
  nChanged 10
		SP:Iteration 18Q (48088.100000 sec): 3 clusters
  Score: Raw -332310.118846 + Penalty 2605.839179 = -329704.279667
  nChanged 7
		SP:Iteration 19Q (48088.300000 sec): 3 clusters
  Score: Raw -332312.563646 + Penalty 2605.839179 = -329706.724468
  nChanged 7
		SP:Iteration 20F (48088.460000 sec): 3 clusters
  Score: Raw -332314.062872 + Penalty 2605.839179 = -329708.223693
  nChanged 7
		SP:Iteration 21Q (48088.620000 sec): 3 clusters
  Score: Raw -332315.946386 + Penalty 2605.839179 = -329710.107208
  nChanged 9
		SP:Iteration 22Q (48088.720000 sec): 3 clusters
  Score: Raw -332318.683186 + Penalty 2605.839179 = -329712.844007
  nChanged 5
		SP:Iteration 23Q (48088.960000 sec): 3 clusters
  Score: Raw -332320.484288 + Penalty 2605.839179 = -329714.645109
  nChanged 4
		SP:Iteration 24Q (48089.120000 sec): 3 clusters
  Score: Raw -332321.420655 + Penalty 2605.839179 = -329715.581476
  nChanged 3
		SP:Iteration 25Q (48089.280000 sec): 3 clusters
  Score: Raw -332322.890025 + Penalty 2605.839179 = -329717.050846
  nChanged 2
		SP:Iteration 26Q (48089.440000 sec): 3 clusters
  Score: Raw -332323.224300 + Penalty 2605.839179 = -329717.385121
  nChanged 2
		SP:Iteration 27Q (48089.590000 sec): 3 clusters
  Score: Raw -332323.538068 + Penalty 2605.839179 = -329717.698889
  nChanged 0
		SP:Iteration 28F (48089.720000 sec): 3 clusters
  Score: Raw -332323.538068 + Penalty 2605.839179 = -329717.698889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48089.810000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48089.940000 sec): 3 clusters
  Score: Raw -119931.841902 + Penalty 2286.176077 = -117645.665825
  nChanged 319
		SP:Iteration 1F (48090.100000 sec): 3 clusters
  Score: Raw -120198.952424 + Penalty 2286.176077 = -117912.776347
  nChanged 99
		SP:Iteration 2F (48090.270000 sec): 3 clusters
  Score: Raw -120303.330824 + Penalty 2286.176077 = -118017.154747
  nChanged 69
		SP:Iteration 3F (48090.440000 sec): 3 clusters
  Score: Raw -120397.991435 + Penalty 2286.176077 = -118111.815358
  nChanged 63
		SP:Iteration 4F (48090.540000 sec): 3 clusters
  Score: Raw -120483.347410 + Penalty 2286.176077 = -118197.171333
  nChanged 59
		SP:Iteration 5F (48090.720000 sec): 3 clusters
  Score: Raw -120567.910718 + Penalty 2286.176077 = -118281.734640
  nChanged 38
		SP:Iteration 6Q (48090.900000 sec): 3 clusters
  Score: Raw -120624.569327 + Penalty 2286.176077 = -118338.393249
  nChanged 29
		SP:Iteration 7Q (48091.080000 sec): 3 clusters
  Score: Raw -120669.201257 + Penalty 2286.176077 = -118383.025180
  nChanged 23
		SP:Iteration 8Q (48091.200000 sec): 3 clusters
  Score: Raw -120698.169869 + Penalty 2286.176077 = -118411.993792
  nChanged 10
		SP:Iteration 9Q (48091.390000 sec): 3 clusters
  Score: Raw -120709.677711 + Penalty 2286.176077 = -118423.501633
  nChanged 12
		SP:Iteration 10Q (48091.510000 sec): 3 clusters
  Score: Raw -120722.529358 + Penalty 2286.176077 = -118436.353281
  nChanged 8
		SP:Iteration 11Q (48091.680000 sec): 3 clusters
  Score: Raw -120727.209404 + Penalty 2286.176077 = -118441.033327
  nChanged 6
		SP:Iteration 12Q (48091.780000 sec): 3 clusters
  Score: Raw -120731.701066 + Penalty 2286.176077 = -118445.524989
  nChanged 9
		SP:Iteration 13Q (48091.920000 sec): 3 clusters
  Score: Raw -120740.700218 + Penalty 2286.176077 = -118454.524141
  nChanged 6
		SP:Iteration 14Q (48092.040000 sec): 3 clusters
  Score: Raw -120746.306262 + Penalty 2286.176077 = -118460.130185
  nChanged 6
		SP:Iteration 15Q (48092.160000 sec): 3 clusters
  Score: Raw -120755.294753 + Penalty 2286.176077 = -118469.118675
  nChanged 7
		SP:Iteration 16Q (48092.290000 sec): 3 clusters
  Score: Raw -120762.899196 + Penalty 2286.176077 = -118476.723118
  nChanged 7
		SP:Iteration 17Q (48092.430000 sec): 3 clusters
  Score: Raw -120770.443744 + Penalty 2286.176077 = -118484.267667
  nChanged 7
		SP:Iteration 18Q (48092.530000 sec): 3 clusters
  Score: Raw -120783.686070 + Penalty 2286.176077 = -118497.509993
  nChanged 4
		SP:Iteration 19Q (48092.630000 sec): 3 clusters
  Score: Raw -120791.147044 + Penalty 2286.176077 = -118504.970966
  nChanged 10
		SP:Iteration 20F (48092.730000 sec): 3 clusters
  Score: Raw -120798.233327 + Penalty 2286.176077 = -118512.057250
  nChanged 4
		SP:Iteration 21Q (48092.840000 sec): 3 clusters
  Score: Raw -120801.853238 + Penalty 2286.176077 = -118515.677161
  nChanged 7
		SP:Iteration 22Q (48092.940000 sec): 3 clusters
  Score: Raw -120808.700833 + Penalty 2286.176077 = -118522.524756
  nChanged 8
		SP:Iteration 23Q (48093.050000 sec): 3 clusters
  Score: Raw -120815.677028 + Penalty 2286.176077 = -118529.500951
  nChanged 7
		SP:Iteration 24Q (48093.150000 sec): 3 clusters
  Score: Raw -120823.089595 + Penalty 2286.176077 = -118536.913518
  nChanged 10
		SP:Iteration 25Q (48093.310000 sec): 3 clusters
  Score: Raw -120835.688902 + Penalty 2286.176077 = -118549.512825
  nChanged 14
		SP:Iteration 26Q (48093.410000 sec): 3 clusters
  Score: Raw -120855.286237 + Penalty 2286.176077 = -118569.110160
  nChanged 15
		SP:Iteration 27Q (48093.520000 sec): 3 clusters
  Score: Raw -120884.929856 + Penalty 2286.176077 = -118598.753778
  nChanged 26
		SP:Iteration 28Q (48093.620000 sec): 3 clusters
  Score: Raw -120936.294588 + Penalty 2286.176077 = -118650.118511
  nChanged 23
		SP:Iteration 29Q (48093.730000 sec): 3 clusters
  Score: Raw -120972.160123 + Penalty 2286.176077 = -118685.984046
  nChanged 16
		SP:Iteration 30Q (48093.870000 sec): 3 clusters
  Score: Raw -120997.977092 + Penalty 2286.176077 = -118711.801015
  nChanged 16
		SP:Iteration 31Q (48093.960000 sec): 3 clusters
  Score: Raw -121020.625649 + Penalty 2286.176077 = -118734.449572
  nChanged 13
		SP:Iteration 32Q (48094.070000 sec): 3 clusters
  Score: Raw -121038.513094 + Penalty 2286.176077 = -118752.337017
  nChanged 20
		SP:Iteration 33Q (48094.210000 sec): 3 clusters
  Score: Raw -121076.604506 + Penalty 2286.176077 = -118790.428429
  nChanged 16
		SP:Iteration 34Q (48094.360000 sec): 3 clusters
  Score: Raw -121102.544738 + Penalty 2286.176077 = -118816.368661
  nChanged 9
		SP:Iteration 35Q (48094.520000 sec): 3 clusters
  Score: Raw -121115.276185 + Penalty 2286.176077 = -118829.100107
  nChanged 7
		SP:Iteration 36Q (48094.660000 sec): 3 clusters
  Score: Raw -121122.626665 + Penalty 2286.176077 = -118836.450588
  nChanged 6
		SP:Iteration 37Q (48094.750000 sec): 3 clusters
  Score: Raw -121130.642971 + Penalty 2286.176077 = -118844.466894
  nChanged 7
		SP:Iteration 38Q (48094.900000 sec): 3 clusters
  Score: Raw -121140.644076 + Penalty 2286.176077 = -118854.467999
  nChanged 8
		SP:Iteration 39Q (48095.010000 sec): 3 clusters
  Score: Raw -121147.781865 + Penalty 2286.176077 = -118861.605788
  nChanged 3
		SP:Iteration 40F (48095.090000 sec): 3 clusters
  Score: Raw -121151.762473 + Penalty 2286.176077 = -118865.586396
  nChanged 6
		SP:Iteration 41Q (48095.190000 sec): 3 clusters
  Score: Raw -121165.007629 + Penalty 2286.176077 = -118878.831552
  nChanged 4
		SP:Iteration 42Q (48095.290000 sec): 3 clusters
  Score: Raw -121175.775107 + Penalty 2286.176077 = -118889.599029
  nChanged 3
		SP:Iteration 43Q (48095.420000 sec): 3 clusters
  Score: Raw -121181.361786 + Penalty 2286.176077 = -118895.185709
  nChanged 4
		SP:Iteration 44Q (48095.580000 sec): 3 clusters
  Score: Raw -121186.775444 + Penalty 2286.176077 = -118900.599367
  nChanged 3
		SP:Iteration 45Q (48095.780000 sec): 3 clusters
  Score: Raw -121189.849583 + Penalty 2286.176077 = -118903.673505
  nChanged 4
		SP:Iteration 46Q (48095.930000 sec): 3 clusters
  Score: Raw -121193.700344 + Penalty 2286.176077 = -118907.524267
  nChanged 1
		SP:Iteration 47Q (48096.050000 sec): 3 clusters
  Score: Raw -121194.422170 + Penalty 2286.176077 = -118908.246093
  nChanged 1
		SP:Iteration 48Q (48096.150000 sec): 3 clusters
  Score: Raw -121195.948243 + Penalty 2286.176077 = -118909.772165
  nChanged 1
		SP:Iteration 49Q (48096.290000 sec): 3 clusters
  Score: Raw -121197.612176 + Penalty 2286.176077 = -118911.436099
  nChanged 0
		SP:Iteration 50F (48096.470000 sec): 3 clusters
  Score: Raw -121197.612176 + Penalty 2286.176077 = -118911.436099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48096.580000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48096.800000 sec): 3 clusters
  Score: Raw -860984.015562 + Penalty 2906.214823 = -858077.800739
  nChanged 3280
		SP:Iteration 1F (48096.960000 sec): 3 clusters
  Score: Raw -862696.742981 + Penalty 2906.214823 = -859790.528158
  nChanged 462
		SP:Iteration 2F (48097.170000 sec): 3 clusters
  Score: Raw -862905.919205 + Penalty 2906.214823 = -859999.704383
  nChanged 372
		SP:Iteration 3Q (48097.400000 sec): 3 clusters
  Score: Raw -863074.667910 + Penalty 2906.214823 = -860168.453087
  nChanged 370
		SP:Iteration 4Q (48097.580000 sec): 3 clusters
  Score: Raw -863270.524393 + Penalty 2906.214823 = -860364.309571
  nChanged 370
		SP:Iteration 5Q (48097.760000 sec): 3 clusters
  Score: Raw -863509.193017 + Penalty 2906.214823 = -860602.978194
  nChanged 434
		SP:Iteration 6F (48097.980000 sec): 3 clusters
  Score: Raw -863818.403049 + Penalty 2906.214823 = -860912.188226
  nChanged 445
		SP:Iteration 7F (48098.190000 sec): 3 clusters
  Score: Raw -864120.695836 + Penalty 2906.214823 = -861214.481013
  nChanged 396
		SP:Iteration 8F (48098.380000 sec): 3 clusters
  Score: Raw -864415.190947 + Penalty 2906.214823 = -861508.976125
  nChanged 370
		SP:Iteration 9Q (48098.620000 sec): 3 clusters
  Score: Raw -864651.247727 + Penalty 2906.214823 = -861745.032904
  nChanged 323
		SP:Iteration 10Q (48098.800000 sec): 3 clusters
  Score: Raw -864835.373562 + Penalty 2906.214823 = -861929.158739
  nChanged 241
		SP:Iteration 11Q (48098.940000 sec): 3 clusters
  Score: Raw -864945.469443 + Penalty 2906.214823 = -862039.254620
  nChanged 182
		SP:Iteration 12Q (48099.130000 sec): 3 clusters
  Score: Raw -865013.414132 + Penalty 2906.214823 = -862107.199310
  nChanged 147
		SP:Iteration 13Q (48099.350000 sec): 3 clusters
  Score: Raw -865056.827766 + Penalty 2906.214823 = -862150.612944
  nChanged 104
		SP:Iteration 14Q (48099.490000 sec): 3 clusters
  Score: Raw -865086.095194 + Penalty 2906.214823 = -862179.880372
  nChanged 82
		SP:Iteration 15Q (48099.690000 sec): 3 clusters
  Score: Raw -865104.290226 + Penalty 2906.214823 = -862198.075404
  nChanged 58
		SP:Iteration 16Q (48099.890000 sec): 3 clusters
  Score: Raw -865118.703367 + Penalty 2906.214823 = -862212.488544
  nChanged 57
		SP:Iteration 17Q (48100.060000 sec): 3 clusters
  Score: Raw -865135.106926 + Penalty 2906.214823 = -862228.892103
  nChanged 63
		SP:Iteration 18Q (48100.250000 sec): 3 clusters
  Score: Raw -865149.567920 + Penalty 2906.214823 = -862243.353097
  nChanged 45
		SP:Iteration 19Q (48100.450000 sec): 3 clusters
  Score: Raw -865158.985634 + Penalty 2906.214823 = -862252.770812
  nChanged 34
		SP:Iteration 20F (48100.690000 sec): 3 clusters
  Score: Raw -865164.584300 + Penalty 2906.214823 = -862258.369477
  nChanged 27
		SP:Iteration 21Q (48100.880000 sec): 3 clusters
  Score: Raw -865168.783087 + Penalty 2906.214823 = -862262.568265
  nChanged 19
		SP:Iteration 22Q (48101.060000 sec): 3 clusters
  Score: Raw -865172.161263 + Penalty 2906.214823 = -862265.946440
  nChanged 20
		SP:Iteration 23Q (48101.250000 sec): 3 clusters
  Score: Raw -865174.980085 + Penalty 2906.214823 = -862268.765262
  nChanged 17
		SP:Iteration 24Q (48101.430000 sec): 3 clusters
  Score: Raw -865178.514014 + Penalty 2906.214823 = -862272.299191
  nChanged 23
		SP:Iteration 25Q (48101.630000 sec): 3 clusters
  Score: Raw -865181.791045 + Penalty 2906.214823 = -862275.576223
  nChanged 18
		SP:Iteration 26Q (48101.830000 sec): 3 clusters
  Score: Raw -865184.443693 + Penalty 2906.214823 = -862278.228870
  nChanged 18
		SP:Iteration 27Q (48102.070000 sec): 3 clusters
  Score: Raw -865187.993585 + Penalty 2906.214823 = -862281.778762
  nChanged 17
		SP:Iteration 28Q (48102.280000 sec): 3 clusters
  Score: Raw -865190.779860 + Penalty 2906.214823 = -862284.565037
  nChanged 15
		SP:Iteration 29Q (48102.450000 sec): 3 clusters
  Score: Raw -865193.027088 + Penalty 2906.214823 = -862286.812265
  nChanged 17
		SP:Iteration 30Q (48102.690000 sec): 3 clusters
  Score: Raw -865195.885884 + Penalty 2906.214823 = -862289.671061
  nChanged 17
		SP:Iteration 31Q (48102.910000 sec): 3 clusters
  Score: Raw -865198.732874 + Penalty 2906.214823 = -862292.518051
  nChanged 13
		SP:Iteration 32Q (48103.110000 sec): 3 clusters
  Score: Raw -865200.625799 + Penalty 2906.214823 = -862294.410976
  nChanged 19
		SP:Iteration 33Q (48103.330000 sec): 3 clusters
  Score: Raw -865205.101628 + Penalty 2906.214823 = -862298.886805
  nChanged 26
		SP:Iteration 34Q (48103.560000 sec): 3 clusters
  Score: Raw -865209.807287 + Penalty 2906.214823 = -862303.592464
  nChanged 23
		SP:Iteration 35Q (48103.740000 sec): 3 clusters
  Score: Raw -865212.887375 + Penalty 2906.214823 = -862306.672552
  nChanged 14
		SP:Iteration 36Q (48103.980000 sec): 3 clusters
  Score: Raw -865214.973444 + Penalty 2906.214823 = -862308.758622
  nChanged 15
		SP:Iteration 37Q (48104.160000 sec): 3 clusters
  Score: Raw -865217.571537 + Penalty 2906.214823 = -862311.356714
  nChanged 13
		SP:Iteration 38Q (48104.360000 sec): 3 clusters
  Score: Raw -865219.493795 + Penalty 2906.214823 = -862313.278972
  nChanged 11
		SP:Iteration 39Q (48104.560000 sec): 3 clusters
  Score: Raw -865221.512657 + Penalty 2906.214823 = -862315.297834
  nChanged 12
		SP:Iteration 40F (48104.780000 sec): 3 clusters
  Score: Raw -865223.455777 + Penalty 2906.214823 = -862317.240954
  nChanged 14
		SP:Iteration 41Q (48104.960000 sec): 3 clusters
  Score: Raw -865225.358699 + Penalty 2906.214823 = -862319.143876
  nChanged 11
		SP:Iteration 42Q (48105.150000 sec): 3 clusters
  Score: Raw -865226.557512 + Penalty 2906.214823 = -862320.342689
  nChanged 6
		SP:Iteration 43Q (48105.360000 sec): 3 clusters
  Score: Raw -865227.040185 + Penalty 2906.214823 = -862320.825362
  nChanged 2
		SP:Iteration 44Q (48105.550000 sec): 3 clusters
  Score: Raw -865227.203577 + Penalty 2906.214823 = -862320.988754
  nChanged 0
		SP:Iteration 45F (48105.780000 sec): 3 clusters
  Score: Raw -865227.203577 + Penalty 2906.214823 = -862320.988754
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (48000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48106.130000 sec): 2 clusters
  Score: Raw -5346991.064107 + Penalty 1751.580397 = -5345239.483710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48106.510000 sec): 3 clusters
  Score: Raw -5316595.334283 + Penalty 3503.160794 = -5313092.173489
  nChanged 22431
		SP:Iteration 1F (48106.970000 sec): 3 clusters
  Score: Raw -5329262.652650 + Penalty 3503.160794 = -5325759.491856
  nChanged 1844
		SP:Iteration 2Q (48107.420000 sec): 3 clusters
  Score: Raw -5329810.319829 + Penalty 3503.160794 = -5326307.159035
  nChanged 1947
		SP:Iteration 3Q (48107.870000 sec): 3 clusters
  Score: Raw -5330509.397030 + Penalty 3503.160794 = -5327006.236236
  nChanged 2290
		SP:Iteration 4Q (48108.270000 sec): 3 clusters
  Score: Raw -5331521.197752 + Penalty 3503.160794 = -5328018.036958
  nChanged 2656
		SP:Iteration 5F (48108.730000 sec): 3 clusters
  Score: Raw -5333028.363110 + Penalty 3503.160794 = -5329525.202315
  nChanged 3137
		SP:Iteration 6F (48109.170000 sec): 3 clusters
  Score: Raw -5335181.190499 + Penalty 3503.160794 = -5331678.029705
  nChanged 3348
		SP:Iteration 7F (48109.620000 sec): 3 clusters
  Score: Raw -5337983.915205 + Penalty 3503.160794 = -5334480.754410
  nChanged 3257
		SP:Iteration 8F (48110.020000 sec): 3 clusters
  Score: Raw -5341067.606632 + Penalty 3503.160794 = -5337564.445838
  nChanged 2462
		SP:Iteration 9F (48110.510000 sec): 3 clusters
  Score: Raw -5343596.311506 + Penalty 3503.160794 = -5340093.150711
  nChanged 1552
		SP:Iteration 10Q (48111.000000 sec): 3 clusters
  Score: Raw -5345098.198491 + Penalty 3503.160794 = -5341595.037696
  nChanged 916
		SP:Iteration 11Q (48111.460000 sec): 3 clusters
  Score: Raw -5345831.340357 + Penalty 3503.160794 = -5342328.179563
  nChanged 617
		SP:Iteration 12Q (48111.850000 sec): 3 clusters
  Score: Raw -5346252.651936 + Penalty 3503.160794 = -5342749.491141
  nChanged 435
		SP:Iteration 13Q (48112.280000 sec): 3 clusters
  Score: Raw -5346503.427534 + Penalty 3503.160794 = -5343000.266740
  nChanged 330
		SP:Iteration 14Q (48112.680000 sec): 3 clusters
  Score: Raw -5346677.745621 + Penalty 3503.160794 = -5343174.584827
  nChanged 237
		SP:Iteration 15Q (48113.090000 sec): 3 clusters
  Score: Raw -5346804.477558 + Penalty 3503.160794 = -5343301.316764
  nChanged 208
		SP:Iteration 16Q (48113.530000 sec): 3 clusters
  Score: Raw -5346899.823344 + Penalty 3503.160794 = -5343396.662549
  nChanged 155
		SP:Iteration 17Q (48113.980000 sec): 3 clusters
  Score: Raw -5346965.124532 + Penalty 3503.160794 = -5343461.963738
  nChanged 140
		SP:Iteration 18Q (48114.370000 sec): 3 clusters
  Score: Raw -5347015.781934 + Penalty 3503.160794 = -5343512.621140
  nChanged 88
		SP:Iteration 19Q (48114.780000 sec): 3 clusters
  Score: Raw -5347047.000659 + Penalty 3503.160794 = -5343543.839864
  nChanged 81
		SP:Iteration 20F (48115.190000 sec): 3 clusters
  Score: Raw -5347077.022110 + Penalty 3503.160794 = -5343573.861316
  nChanged 84
		SP:Iteration 21Q (48115.570000 sec): 3 clusters
  Score: Raw -5347104.771155 + Penalty 3503.160794 = -5343601.610361
  nChanged 84
		SP:Iteration 22Q (48115.970000 sec): 3 clusters
  Score: Raw -5347133.541143 + Penalty 3503.160794 = -5343630.380349
  nChanged 71
		SP:Iteration 23Q (48116.350000 sec): 3 clusters
  Score: Raw -5347157.921203 + Penalty 3503.160794 = -5343654.760409
  nChanged 57
		SP:Iteration 24Q (48116.740000 sec): 3 clusters
  Score: Raw -5347175.324083 + Penalty 3503.160794 = -5343672.163289
  nChanged 48
		SP:Iteration 25Q (48117.130000 sec): 3 clusters
  Score: Raw -5347193.607609 + Penalty 3503.160794 = -5343690.446814
  nChanged 47
		SP:Iteration 26Q (48117.520000 sec): 3 clusters
  Score: Raw -5347209.996053 + Penalty 3503.160794 = -5343706.835259
  nChanged 40
		SP:Iteration 27Q (48117.910000 sec): 3 clusters
  Score: Raw -5347224.688079 + Penalty 3503.160794 = -5343721.527285
  nChanged 36
		SP:Iteration 28Q (48118.310000 sec): 3 clusters
  Score: Raw -5347238.206256 + Penalty 3503.160794 = -5343735.045462
  nChanged 30
		SP:Iteration 29Q (48118.670000 sec): 3 clusters
  Score: Raw -5347249.203023 + Penalty 3503.160794 = -5343746.042228
  nChanged 27
		SP:Iteration 30Q (48119.050000 sec): 3 clusters
  Score: Raw -5347257.976960 + Penalty 3503.160794 = -5343754.816165
  nChanged 27
		SP:Iteration 31Q (48119.410000 sec): 3 clusters
  Score: Raw -5347265.825517 + Penalty 3503.160794 = -5343762.664722
  nChanged 23
		SP:Iteration 32Q (48119.800000 sec): 3 clusters
  Score: Raw -5347274.896462 + Penalty 3503.160794 = -5343771.735668
  nChanged 31
		SP:Iteration 33Q (48120.250000 sec): 3 clusters
  Score: Raw -5347286.543645 + Penalty 3503.160794 = -5343783.382851
  nChanged 25
		SP:Iteration 34Q (48120.660000 sec): 3 clusters
  Score: Raw -5347299.418245 + Penalty 3503.160794 = -5343796.257451
  nChanged 29
		SP:Iteration 35Q (48121.080000 sec): 3 clusters
  Score: Raw -5347313.212637 + Penalty 3503.160794 = -5343810.051842
  nChanged 26
		SP:Iteration 36Q (48121.520000 sec): 3 clusters
  Score: Raw -5347323.372724 + Penalty 3503.160794 = -5343820.211929
  nChanged 19
		SP:Iteration 37Q (48121.910000 sec): 3 clusters
  Score: Raw -5347330.377529 + Penalty 3503.160794 = -5343827.216735
  nChanged 17
		SP:Iteration 38Q (48122.320000 sec): 3 clusters
  Score: Raw -5347336.677489 + Penalty 3503.160794 = -5343833.516695
  nChanged 18
		SP:Iteration 39Q (48122.670000 sec): 3 clusters
  Score: Raw -5347343.972095 + Penalty 3503.160794 = -5343840.811300
  nChanged 18
		SP:Iteration 40F (48123.090000 sec): 3 clusters
  Score: Raw -5347350.941801 + Penalty 3503.160794 = -5343847.781006
  nChanged 13
		SP:Iteration 41Q (48123.500000 sec): 3 clusters
  Score: Raw -5347355.051343 + Penalty 3503.160794 = -5343851.890549
  nChanged 11
		SP:Iteration 42Q (48123.850000 sec): 3 clusters
  Score: Raw -5347357.980698 + Penalty 3503.160794 = -5343854.819904
  nChanged 9
		SP:Iteration 43Q (48124.250000 sec): 3 clusters
  Score: Raw -5347360.467535 + Penalty 3503.160794 = -5343857.306741
  nChanged 4
		SP:Iteration 44Q (48124.680000 sec): 3 clusters
  Score: Raw -5347362.012878 + Penalty 3503.160794 = -5343858.852084
  nChanged 5
		SP:Iteration 45Q (48125.060000 sec): 3 clusters
  Score: Raw -5347363.672989 + Penalty 3503.160794 = -5343860.512195
  nChanged 5
		SP:Iteration 46Q (48125.450000 sec): 3 clusters
  Score: Raw -5347366.499363 + Penalty 3503.160794 = -5343863.338569
  nChanged 12
		SP:Iteration 47Q (48125.880000 sec): 3 clusters
  Score: Raw -5347370.956430 + Penalty 3503.160794 = -5343867.795636
  nChanged 9
		SP:Iteration 48Q (48126.280000 sec): 3 clusters
  Score: Raw -5347374.857817 + Penalty 3503.160794 = -5343871.697023
  nChanged 13
		SP:Iteration 49Q (48126.640000 sec): 3 clusters
  Score: Raw -5347378.370263 + Penalty 3503.160794 = -5343875.209468
  nChanged 6
		SP:Iteration 50Q (48127.050000 sec): 3 clusters
  Score: Raw -5347380.015997 + Penalty 3503.160794 = -5343876.855203
  nChanged 6
		SP:Iteration 51Q (48127.440000 sec): 3 clusters
  Score: Raw -5347383.063711 + Penalty 3503.160794 = -5343879.902916
  nChanged 7
		SP:Iteration 52Q (48127.800000 sec): 3 clusters
  Score: Raw -5347384.697747 + Penalty 3503.160794 = -5343881.536953
  nChanged 4
		SP:Iteration 53Q (48128.210000 sec): 3 clusters
  Score: Raw -5347386.187855 + Penalty 3503.160794 = -5343883.027060
  nChanged 2
		SP:Iteration 54Q (48128.540000 sec): 3 clusters
  Score: Raw -5347386.644080 + Penalty 3503.160794 = -5343883.483286
  nChanged 0
		SP:Iteration 55F (48128.940000 sec): 3 clusters
  Score: Raw -5347386.644080 + Penalty 3503.160794 = -5343883.483286
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48129.060000 sec): 2 clusters
  Score: Raw -1348127.162237 + Penalty 1530.306901 = -1346596.855336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48129.340000 sec): 3 clusters
  Score: Raw -1341062.519383 + Penalty 3060.613802 = -1338001.905581
  nChanged 5360
		SP:Iteration 1F (48129.560000 sec): 3 clusters
  Score: Raw -1344145.048979 + Penalty 3060.613802 = -1341084.435177
  nChanged 785
		SP:Iteration 2F (48129.760000 sec): 3 clusters
  Score: Raw -1344537.206248 + Penalty 3060.613802 = -1341476.592446
  nChanged 751
		SP:Iteration 3F (48129.970000 sec): 3 clusters
  Score: Raw -1344991.855394 + Penalty 3060.613802 = -1341931.241592
  nChanged 766
		SP:Iteration 4F (48130.170000 sec): 3 clusters
  Score: Raw -1345434.894215 + Penalty 3060.613802 = -1342374.280413
  nChanged 694
		SP:Iteration 5F (48130.380000 sec): 3 clusters
  Score: Raw -1345856.153908 + Penalty 3060.613802 = -1342795.540106
  nChanged 675
		SP:Iteration 6F (48130.630000 sec): 3 clusters
  Score: Raw -1346289.062347 + Penalty 3060.613802 = -1343228.448545
  nChanged 669
		SP:Iteration 7F (48130.850000 sec): 3 clusters
  Score: Raw -1346729.883901 + Penalty 3060.613802 = -1343669.270099
  nChanged 578
		SP:Iteration 8Q (48131.080000 sec): 3 clusters
  Score: Raw -1347123.221818 + Penalty 3060.613802 = -1344062.608016
  nChanged 504
		SP:Iteration 9Q (48131.310000 sec): 3 clusters
  Score: Raw -1347495.816742 + Penalty 3060.613802 = -1344435.202939
  nChanged 439
		SP:Iteration 10Q (48131.590000 sec): 3 clusters
  Score: Raw -1347838.387082 + Penalty 3060.613802 = -1344777.773280
  nChanged 323
		SP:Iteration 11Q (48131.820000 sec): 3 clusters
  Score: Raw -1348064.587397 + Penalty 3060.613802 = -1345003.973595
  nChanged 263
		SP:Iteration 12Q (48132.070000 sec): 3 clusters
  Score: Raw -1348216.082492 + Penalty 3060.613802 = -1345155.468690
  nChanged 209
		SP:Iteration 13Q (48132.250000 sec): 3 clusters
  Score: Raw -1348314.973075 + Penalty 3060.613802 = -1345254.359273
  nChanged 174
		SP:Iteration 14Q (48132.480000 sec): 3 clusters
  Score: Raw -1348377.030410 + Penalty 3060.613802 = -1345316.416608
  nChanged 120
		SP:Iteration 15Q (48132.740000 sec): 3 clusters
  Score: Raw -1348414.900220 + Penalty 3060.613802 = -1345354.286418
  nChanged 93
		SP:Iteration 16Q (48132.910000 sec): 3 clusters
  Score: Raw -1348442.630479 + Penalty 3060.613802 = -1345382.016677
  nChanged 68
		SP:Iteration 17Q (48133.130000 sec): 3 clusters
  Score: Raw -1348460.660236 + Penalty 3060.613802 = -1345400.046434
  nChanged 57
		SP:Iteration 18Q (48133.350000 sec): 3 clusters
  Score: Raw -1348476.690097 + Penalty 3060.613802 = -1345416.076295
  nChanged 44
		SP:Iteration 19Q (48133.610000 sec): 3 clusters
  Score: Raw -1348488.372246 + Penalty 3060.613802 = -1345427.758443
  nChanged 44
		SP:Iteration 20F (48133.850000 sec): 3 clusters
  Score: Raw -1348498.187830 + Penalty 3060.613802 = -1345437.574028
  nChanged 31
		SP:Iteration 21Q (48134.070000 sec): 3 clusters
  Score: Raw -1348505.161189 + Penalty 3060.613802 = -1345444.547387
  nChanged 26
		SP:Iteration 22Q (48134.290000 sec): 3 clusters
  Score: Raw -1348511.165591 + Penalty 3060.613802 = -1345450.551789
  nChanged 27
		SP:Iteration 23Q (48134.480000 sec): 3 clusters
  Score: Raw -1348517.712981 + Penalty 3060.613802 = -1345457.099179
  nChanged 29
		SP:Iteration 24Q (48134.660000 sec): 3 clusters
  Score: Raw -1348526.012888 + Penalty 3060.613802 = -1345465.399086
  nChanged 29
		SP:Iteration 25Q (48134.870000 sec): 3 clusters
  Score: Raw -1348533.813001 + Penalty 3060.613802 = -1345473.199199
  nChanged 28
		SP:Iteration 26Q (48135.120000 sec): 3 clusters
  Score: Raw -1348540.523526 + Penalty 3060.613802 = -1345479.909724
  nChanged 29
		SP:Iteration 27Q (48135.260000 sec): 3 clusters
  Score: Raw -1348546.887854 + Penalty 3060.613802 = -1345486.274052
  nChanged 25
		SP:Iteration 28Q (48135.490000 sec): 3 clusters
  Score: Raw -1348553.130295 + Penalty 3060.613802 = -1345492.516493
  nChanged 22
		SP:Iteration 29Q (48135.700000 sec): 3 clusters
  Score: Raw -1348558.585652 + Penalty 3060.613802 = -1345497.971850
  nChanged 19
		SP:Iteration 30Q (48135.900000 sec): 3 clusters
  Score: Raw -1348562.891071 + Penalty 3060.613802 = -1345502.277269
  nChanged 10
		SP:Iteration 31Q (48136.120000 sec): 3 clusters
  Score: Raw -1348565.616890 + Penalty 3060.613802 = -1345505.003088
  nChanged 8
		SP:Iteration 32Q (48136.360000 sec): 3 clusters
  Score: Raw -1348567.457773 + Penalty 3060.613802 = -1345506.843971
  nChanged 9
		SP:Iteration 33Q (48136.600000 sec): 3 clusters
  Score: Raw -1348569.110767 + Penalty 3060.613802 = -1345508.496965
  nChanged 6
		SP:Iteration 34Q (48136.800000 sec): 3 clusters
  Score: Raw -1348570.639632 + Penalty 3060.613802 = -1345510.025830
  nChanged 5
		SP:Iteration 35Q (48137.020000 sec): 3 clusters
  Score: Raw -1348571.512405 + Penalty 3060.613802 = -1345510.898603
  nChanged 4
		SP:Iteration 36Q (48137.260000 sec): 3 clusters
  Score: Raw -1348572.023349 + Penalty 3060.613802 = -1345511.409546
  nChanged 2
		SP:Iteration 37Q (48137.450000 sec): 3 clusters
  Score: Raw -1348572.338603 + Penalty 3060.613802 = -1345511.724801
  nChanged 0
		SP:Iteration 38F (48137.650000 sec): 3 clusters
  Score: Raw -1348572.338603 + Penalty 3060.613802 = -1345511.724801
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48137.750000 sec): 2 clusters
  Score: Raw -557140.764448 + Penalty 1390.947643 = -555749.816805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48137.880000 sec): 3 clusters
  Score: Raw -554480.759810 + Penalty 2781.895286 = -551698.864524
  nChanged 2098
		SP:Iteration 1F (48138.020000 sec): 3 clusters
  Score: Raw -555665.665732 + Penalty 2781.895286 = -552883.770446
  nChanged 375
		SP:Iteration 2F (48138.180000 sec): 3 clusters
  Score: Raw -555877.390940 + Penalty 2781.895286 = -553095.495654
  nChanged 303
		SP:Iteration 3F (48138.340000 sec): 3 clusters
  Score: Raw -556050.499247 + Penalty 2781.895286 = -553268.603961
  nChanged 260
		SP:Iteration 4Q (48138.570000 sec): 3 clusters
  Score: Raw -556191.767301 + Penalty 2781.895286 = -553409.872015
  nChanged 211
		SP:Iteration 5Q (48138.730000 sec): 3 clusters
  Score: Raw -556300.462201 + Penalty 2781.895286 = -553518.566915
  nChanged 207
		SP:Iteration 6Q (48138.880000 sec): 3 clusters
  Score: Raw -556407.600204 + Penalty 2781.895286 = -553625.704918
  nChanged 200
		SP:Iteration 7Q (48138.990000 sec): 3 clusters
  Score: Raw -556505.047386 + Penalty 2781.895286 = -553723.152100
  nChanged 183
		SP:Iteration 8Q (48139.170000 sec): 3 clusters
  Score: Raw -556608.069847 + Penalty 2781.895286 = -553826.174561
  nChanged 200
		SP:Iteration 9Q (48139.400000 sec): 3 clusters
  Score: Raw -556734.821708 + Penalty 2781.895286 = -553952.926422
  nChanged 193
		SP:Iteration 10Q (48139.580000 sec): 3 clusters
  Score: Raw -556856.181143 + Penalty 2781.895286 = -554074.285857
  nChanged 198
		SP:Iteration 11Q (48139.760000 sec): 3 clusters
  Score: Raw -556987.933389 + Penalty 2781.895286 = -554206.038103
  nChanged 179
		SP:Iteration 12Q (48139.930000 sec): 3 clusters
  Score: Raw -557114.433630 + Penalty 2781.895286 = -554332.538344
  nChanged 153
		SP:Iteration 13Q (48140.040000 sec): 3 clusters
  Score: Raw -557239.542821 + Penalty 2781.895286 = -554457.647535
  nChanged 147
		SP:Iteration 14Q (48140.190000 sec): 3 clusters
  Score: Raw -557359.568170 + Penalty 2781.895286 = -554577.672884
  nChanged 115
		SP:Iteration 15Q (48140.340000 sec): 3 clusters
  Score: Raw -557447.621821 + Penalty 2781.895286 = -554665.726535
  nChanged 76
		SP:Iteration 16Q (48140.510000 sec): 3 clusters
  Score: Raw -557505.038571 + Penalty 2781.895286 = -554723.143285
  nChanged 68
		SP:Iteration 17Q (48140.670000 sec): 3 clusters
  Score: Raw -557550.656235 + Penalty 2781.895286 = -554768.760949
  nChanged 55
		SP:Iteration 18Q (48140.830000 sec): 3 clusters
  Score: Raw -557589.841564 + Penalty 2781.895286 = -554807.946278
  nChanged 45
		SP:Iteration 19Q (48141.000000 sec): 3 clusters
  Score: Raw -557619.908503 + Penalty 2781.895286 = -554838.013217
  nChanged 30
		SP:Iteration 20F (48141.120000 sec): 3 clusters
  Score: Raw -557639.221416 + Penalty 2781.895286 = -554857.326130
  nChanged 30
		SP:Iteration 21Q (48141.270000 sec): 3 clusters
  Score: Raw -557654.741835 + Penalty 2781.895286 = -554872.846549
  nChanged 25
		SP:Iteration 22Q (48141.430000 sec): 3 clusters
  Score: Raw -557666.744284 + Penalty 2781.895286 = -554884.848998
  nChanged 31
		SP:Iteration 23Q (48141.600000 sec): 3 clusters
  Score: Raw -557680.130405 + Penalty 2781.895286 = -554898.235119
  nChanged 25
		SP:Iteration 24Q (48141.780000 sec): 3 clusters
  Score: Raw -557694.763191 + Penalty 2781.895286 = -554912.867905
  nChanged 22
		SP:Iteration 25Q (48141.960000 sec): 3 clusters
  Score: Raw -557707.701923 + Penalty 2781.895286 = -554925.806637
  nChanged 17
		SP:Iteration 26Q (48142.170000 sec): 3 clusters
  Score: Raw -557714.751352 + Penalty 2781.895286 = -554932.856066
  nChanged 9
		SP:Iteration 27Q (48142.300000 sec): 3 clusters
  Score: Raw -557717.950748 + Penalty 2781.895286 = -554936.055462
  nChanged 11
		SP:Iteration 28Q (48142.500000 sec): 3 clusters
  Score: Raw -557722.838175 + Penalty 2781.895286 = -554940.942889
  nChanged 9
		SP:Iteration 29Q (48142.680000 sec): 3 clusters
  Score: Raw -557729.252686 + Penalty 2781.895286 = -554947.357400
  nChanged 10
		SP:Iteration 30Q (48142.880000 sec): 3 clusters
  Score: Raw -557734.017882 + Penalty 2781.895286 = -554952.122596
  nChanged 9
		SP:Iteration 31Q (48143.070000 sec): 3 clusters
  Score: Raw -557736.819041 + Penalty 2781.895286 = -554954.923755
  nChanged 6
		SP:Iteration 32Q (48143.240000 sec): 3 clusters
  Score: Raw -557739.595721 + Penalty 2781.895286 = -554957.700435
  nChanged 6
		SP:Iteration 33Q (48143.380000 sec): 3 clusters
  Score: Raw -557741.516304 + Penalty 2781.895286 = -554959.621018
  nChanged 4
		SP:Iteration 34Q (48143.490000 sec): 3 clusters
  Score: Raw -557744.596109 + Penalty 2781.895286 = -554962.700823
  nChanged 8
		SP:Iteration 35Q (48143.630000 sec): 3 clusters
  Score: Raw -557750.251424 + Penalty 2781.895286 = -554968.356138
  nChanged 13
		SP:Iteration 36Q (48143.810000 sec): 3 clusters
  Score: Raw -557758.987285 + Penalty 2781.895286 = -554977.091999
  nChanged 11
		SP:Iteration 37Q (48143.990000 sec): 3 clusters
  Score: Raw -557764.631422 + Penalty 2781.895286 = -554982.736136
  nChanged 11
		SP:Iteration 38Q (48144.150000 sec): 3 clusters
  Score: Raw -557768.377707 + Penalty 2781.895286 = -554986.482421
  nChanged 3
		SP:Iteration 39Q (48144.340000 sec): 3 clusters
  Score: Raw -557769.940274 + Penalty 2781.895286 = -554988.044988
  nChanged 3
		SP:Iteration 40F (48144.480000 sec): 3 clusters
  Score: Raw -557772.753682 + Penalty 2781.895286 = -554990.858396
  nChanged 7
		SP:Iteration 41Q (48144.630000 sec): 3 clusters
  Score: Raw -557777.142759 + Penalty 2781.895286 = -554995.247473
  nChanged 12
		SP:Iteration 42Q (48144.820000 sec): 3 clusters
  Score: Raw -557784.998707 + Penalty 2781.895286 = -555003.103421
  nChanged 10
		SP:Iteration 43Q (48144.990000 sec): 3 clusters
  Score: Raw -557793.297763 + Penalty 2781.895286 = -555011.402477
  nChanged 12
		SP:Iteration 44Q (48145.150000 sec): 3 clusters
  Score: Raw -557803.221873 + Penalty 2781.895286 = -555021.326587
  nChanged 15
		SP:Iteration 45Q (48145.280000 sec): 3 clusters
  Score: Raw -557813.027213 + Penalty 2781.895286 = -555031.131927
  nChanged 8
		SP:Iteration 46Q (48145.480000 sec): 3 clusters
  Score: Raw -557819.039994 + Penalty 2781.895286 = -555037.144708
  nChanged 4
		SP:Iteration 47Q (48145.660000 sec): 3 clusters
  Score: Raw -557820.796668 + Penalty 2781.895286 = -555038.901382
  nChanged 2
		SP:Iteration 48Q (48145.850000 sec): 3 clusters
  Score: Raw -557821.696399 + Penalty 2781.895286 = -555039.801113
  nChanged 0
		SP:Iteration 49F (48146.040000 sec): 3 clusters
  Score: Raw -557821.696399 + Penalty 2781.895286 = -555039.801113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48146.140000 sec): 2 clusters
  Score: Raw -317671.012350 + Penalty 1302.222048 = -316368.790302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48146.240000 sec): 3 clusters
  Score: Raw -316230.766690 + Penalty 2604.444096 = -313626.322594
  nChanged 1173
		SP:Iteration 1F (48146.390000 sec): 3 clusters
  Score: Raw -317046.392453 + Penalty 2604.444096 = -314441.948357
  nChanged 270
		SP:Iteration 2F (48146.490000 sec): 3 clusters
  Score: Raw -317316.341757 + Penalty 2604.444096 = -314711.897660
  nChanged 208
		SP:Iteration 3F (48146.630000 sec): 3 clusters
  Score: Raw -317490.951006 + Penalty 2604.444096 = -314886.506909
  nChanged 163
		SP:Iteration 4F (48146.730000 sec): 3 clusters
  Score: Raw -317654.411493 + Penalty 2604.444096 = -315049.967396
  nChanged 126
		SP:Iteration 5Q (48146.830000 sec): 3 clusters
  Score: Raw -317771.381080 + Penalty 2604.444096 = -315166.936983
  nChanged 117
		SP:Iteration 6Q (48146.970000 sec): 3 clusters
  Score: Raw -317874.690921 + Penalty 2604.444096 = -315270.246825
  nChanged 112
		SP:Iteration 7Q (48147.120000 sec): 3 clusters
  Score: Raw -317971.757041 + Penalty 2604.444096 = -315367.312945
  nChanged 95
		SP:Iteration 8Q (48147.260000 sec): 3 clusters
  Score: Raw -318043.472828 + Penalty 2604.444096 = -315439.028732
  nChanged 66
		SP:Iteration 9Q (48147.410000 sec): 3 clusters
  Score: Raw -318093.788037 + Penalty 2604.444096 = -315489.343941
  nChanged 62
		SP:Iteration 10Q (48147.570000 sec): 3 clusters
  Score: Raw -318139.748615 + Penalty 2604.444096 = -315535.304518
  nChanged 35
		SP:Iteration 11Q (48147.740000 sec): 3 clusters
  Score: Raw -318172.389722 + Penalty 2604.444096 = -315567.945625
  nChanged 24
		SP:Iteration 12Q (48147.940000 sec): 3 clusters
  Score: Raw -318191.769735 + Penalty 2604.444096 = -315587.325638
  nChanged 24
		SP:Iteration 13Q (48148.110000 sec): 3 clusters
  Score: Raw -318209.197240 + Penalty 2604.444096 = -315604.753144
  nChanged 16
		SP:Iteration 14Q (48148.260000 sec): 3 clusters
  Score: Raw -318219.958602 + Penalty 2604.444096 = -315615.514506
  nChanged 13
		SP:Iteration 15Q (48148.410000 sec): 3 clusters
  Score: Raw -318227.886543 + Penalty 2604.444096 = -315623.442447
  nChanged 8
		SP:Iteration 16Q (48148.590000 sec): 3 clusters
  Score: Raw -318233.410623 + Penalty 2604.444096 = -315628.966527
  nChanged 7
		SP:Iteration 17Q (48148.740000 sec): 3 clusters
  Score: Raw -318238.037674 + Penalty 2604.444096 = -315633.593578
  nChanged 5
		SP:Iteration 18Q (48148.890000 sec): 3 clusters
  Score: Raw -318241.215290 + Penalty 2604.444096 = -315636.771194
  nChanged 1
		SP:Iteration 19Q (48149.050000 sec): 3 clusters
  Score: Raw -318241.421686 + Penalty 2604.444096 = -315636.977589
  nChanged 0
		SP:Iteration 20F (48149.230000 sec): 3 clusters
  Score: Raw -318241.421686 + Penalty 2604.444096 = -315636.977589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48149.350000 sec): 2 clusters
  Score: Raw -316498.160991 + Penalty 1304.888665 = -315193.272326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48149.500000 sec): 3 clusters
  Score: Raw -315029.193576 + Penalty 2609.777331 = -312419.416245
  nChanged 1164
		SP:Iteration 1F (48149.610000 sec): 3 clusters
  Score: Raw -315720.764519 + Penalty 2609.777331 = -313110.987188
  nChanged 250
		SP:Iteration 2F (48149.770000 sec): 3 clusters
  Score: Raw -315912.516094 + Penalty 2609.777331 = -313302.738763
  nChanged 185
		SP:Iteration 3F (48149.890000 sec): 3 clusters
  Score: Raw -316050.858147 + Penalty 2609.777331 = -313441.080817
  nChanged 144
		SP:Iteration 4Q (48150.020000 sec): 3 clusters
  Score: Raw -316166.719324 + Penalty 2609.777331 = -313556.941993
  nChanged 138
		SP:Iteration 5Q (48150.130000 sec): 3 clusters
  Score: Raw -316280.566795 + Penalty 2609.777331 = -313670.789465
  nChanged 143
		SP:Iteration 6Q (48150.250000 sec): 3 clusters
  Score: Raw -316418.113370 + Penalty 2609.777331 = -313808.336039
  nChanged 155
		SP:Iteration 7F (48150.390000 sec): 3 clusters
  Score: Raw -316576.658619 + Penalty 2609.777331 = -313966.881289
  nChanged 158
		SP:Iteration 8F (48150.480000 sec): 3 clusters
  Score: Raw -316739.561973 + Penalty 2609.777331 = -314129.784643
  nChanged 144
		SP:Iteration 9Q (48150.600000 sec): 3 clusters
  Score: Raw -316915.378580 + Penalty 2609.777331 = -314305.601249
  nChanged 140
		SP:Iteration 10Q (48150.720000 sec): 3 clusters
  Score: Raw -317091.484976 + Penalty 2609.777331 = -314481.707645
  nChanged 132
		SP:Iteration 11Q (48150.870000 sec): 3 clusters
  Score: Raw -317287.604259 + Penalty 2609.777331 = -314677.826929
  nChanged 105
		SP:Iteration 12Q (48150.970000 sec): 3 clusters
  Score: Raw -317454.834193 + Penalty 2609.777331 = -314845.056863
  nChanged 83
		SP:Iteration 13Q (48151.090000 sec): 3 clusters
  Score: Raw -317588.422912 + Penalty 2609.777331 = -314978.645581
  nChanged 59
		SP:Iteration 14Q (48151.270000 sec): 3 clusters
  Score: Raw -317651.672270 + Penalty 2609.777331 = -315041.894939
  nChanged 26
		SP:Iteration 15Q (48151.440000 sec): 3 clusters
  Score: Raw -317679.939266 + Penalty 2609.777331 = -315070.161936
  nChanged 16
		SP:Iteration 16Q (48151.590000 sec): 3 clusters
  Score: Raw -317688.756617 + Penalty 2609.777331 = -315078.979287
  nChanged 5
		SP:Iteration 17Q (48151.750000 sec): 3 clusters
  Score: Raw -317690.493866 + Penalty 2609.777331 = -315080.716536
  nChanged 3
		SP:Iteration 18Q (48151.860000 sec): 3 clusters
  Score: Raw -317691.728961 + Penalty 2609.777331 = -315081.951630
  nChanged 2
		SP:Iteration 19Q (48151.950000 sec): 3 clusters
  Score: Raw -317693.425335 + Penalty 2609.777331 = -315083.648004
  nChanged 4
		SP:Iteration 20F (48152.050000 sec): 3 clusters
  Score: Raw -317695.271821 + Penalty 2609.777331 = -315085.494491
  nChanged 1
		SP:Iteration 21Q (48152.150000 sec): 3 clusters
  Score: Raw -317695.690421 + Penalty 2609.777331 = -315085.913090
  nChanged 2
		SP:Iteration 22Q (48152.240000 sec): 3 clusters
  Score: Raw -317696.225449 + Penalty 2609.777331 = -315086.448118
  nChanged 0
		SP:Iteration 23F (48152.340000 sec): 3 clusters
  Score: Raw -317696.225449 + Penalty 2609.777331 = -315086.448118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48152.450000 sec): 2 clusters
  Score: Raw -459732.409096 + Penalty 1362.084834 = -458370.324262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48152.570000 sec): 3 clusters
  Score: Raw -457598.232710 + Penalty 2724.169668 = -454874.063042
  nChanged 1684
		SP:Iteration 1F (48152.720000 sec): 3 clusters
  Score: Raw -458609.656980 + Penalty 2724.169668 = -455885.487312
  nChanged 338
		SP:Iteration 2F (48152.880000 sec): 3 clusters
  Score: Raw -458815.450084 + Penalty 2724.169668 = -456091.280415
  nChanged 259
		SP:Iteration 3F (48153.000000 sec): 3 clusters
  Score: Raw -458980.346612 + Penalty 2724.169668 = -456256.176944
  nChanged 211
		SP:Iteration 4Q (48153.160000 sec): 3 clusters
  Score: Raw -459116.437110 + Penalty 2724.169668 = -456392.267442
  nChanged 203
		SP:Iteration 5Q (48153.340000 sec): 3 clusters
  Score: Raw -459235.147865 + Penalty 2724.169668 = -456510.978197
  nChanged 178
		SP:Iteration 6Q (48153.510000 sec): 3 clusters
  Score: Raw -459339.989608 + Penalty 2724.169668 = -456615.819940
  nChanged 157
		SP:Iteration 7Q (48153.720000 sec): 3 clusters
  Score: Raw -459426.151554 + Penalty 2724.169668 = -456701.981886
  nChanged 130
		SP:Iteration 8Q (48153.870000 sec): 3 clusters
  Score: Raw -459506.244338 + Penalty 2724.169668 = -456782.074670
  nChanged 124
		SP:Iteration 9Q (48154.050000 sec): 3 clusters
  Score: Raw -459575.764161 + Penalty 2724.169668 = -456851.594493
  nChanged 110
		SP:Iteration 10Q (48154.210000 sec): 3 clusters
  Score: Raw -459629.902451 + Penalty 2724.169668 = -456905.732783
  nChanged 91
		SP:Iteration 11Q (48154.360000 sec): 3 clusters
  Score: Raw -459672.680261 + Penalty 2724.169668 = -456948.510593
  nChanged 74
		SP:Iteration 12Q (48154.500000 sec): 3 clusters
  Score: Raw -459707.147948 + Penalty 2724.169668 = -456982.978280
  nChanged 55
		SP:Iteration 13Q (48154.660000 sec): 3 clusters
  Score: Raw -459726.550392 + Penalty 2724.169668 = -457002.380724
  nChanged 43
		SP:Iteration 14Q (48154.820000 sec): 3 clusters
  Score: Raw -459741.045878 + Penalty 2724.169668 = -457016.876210
  nChanged 30
		SP:Iteration 15Q (48154.960000 sec): 3 clusters
  Score: Raw -459748.778402 + Penalty 2724.169668 = -457024.608734
  nChanged 18
		SP:Iteration 16Q (48155.090000 sec): 3 clusters
  Score: Raw -459753.082711 + Penalty 2724.169668 = -457028.913043
  nChanged 13
		SP:Iteration 17Q (48155.270000 sec): 3 clusters
  Score: Raw -459756.794258 + Penalty 2724.169668 = -457032.624590
  nChanged 13
		SP:Iteration 18Q (48155.440000 sec): 3 clusters
  Score: Raw -459759.687973 + Penalty 2724.169668 = -457035.518305
  nChanged 8
		SP:Iteration 19Q (48155.570000 sec): 3 clusters
  Score: Raw -459761.260143 + Penalty 2724.169668 = -457037.090474
  nChanged 11
		SP:Iteration 20F (48155.700000 sec): 3 clusters
  Score: Raw -459764.201804 + Penalty 2724.169668 = -457040.032135
  nChanged 8
		SP:Iteration 21Q (48155.840000 sec): 3 clusters
  Score: Raw -459766.405830 + Penalty 2724.169668 = -457042.236162
  nChanged 8
		SP:Iteration 22Q (48155.990000 sec): 3 clusters
  Score: Raw -459768.413348 + Penalty 2724.169668 = -457044.243679
  nChanged 6
		SP:Iteration 23Q (48156.140000 sec): 3 clusters
  Score: Raw -459769.528103 + Penalty 2724.169668 = -457045.358435
  nChanged 6
		SP:Iteration 24Q (48156.260000 sec): 3 clusters
  Score: Raw -459770.628409 + Penalty 2724.169668 = -457046.458740
  nChanged 4
		SP:Iteration 25Q (48156.460000 sec): 3 clusters
  Score: Raw -459771.416708 + Penalty 2724.169668 = -457047.247040
  nChanged 1
		SP:Iteration 26Q (48156.610000 sec): 3 clusters
  Score: Raw -459771.547552 + Penalty 2724.169668 = -457047.377883
  nChanged 1
		SP:Iteration 27Q (48156.770000 sec): 3 clusters
  Score: Raw -459771.654978 + Penalty 2724.169668 = -457047.485310
  nChanged 0
		SP:Iteration 28F (48156.890000 sec): 3 clusters
  Score: Raw -459771.654978 + Penalty 2724.169668 = -457047.485310
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48156.970000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48157.070000 sec): 3 clusters
  Score: Raw -56057.476260 + Penalty 2021.045039 = -54036.431221
  nChanged 109
		SP:Iteration 1F (48157.210000 sec): 3 clusters
  Score: Raw -56181.252852 + Penalty 2021.045039 = -54160.207813
  nChanged 24
		SP:Iteration 2Q (48157.350000 sec): 3 clusters
  Score: Raw -56219.992272 + Penalty 2021.045039 = -54198.947233
  nChanged 15
		SP:Iteration 3Q (48157.440000 sec): 3 clusters
  Score: Raw -56246.629921 + Penalty 2021.045039 = -54225.584882
  nChanged 6
		SP:Iteration 4Q (48157.540000 sec): 3 clusters
  Score: Raw -56260.616143 + Penalty 2021.045039 = -54239.571104
  nChanged 8
		SP:Iteration 5Q (48157.680000 sec): 3 clusters
  Score: Raw -56270.840503 + Penalty 2021.045039 = -54249.795464
  nChanged 3
		SP:Iteration 6Q (48157.770000 sec): 3 clusters
  Score: Raw -56274.197345 + Penalty 2021.045039 = -54253.152306
  nChanged 1
		SP:Iteration 7Q (48157.870000 sec): 3 clusters
  Score: Raw -56277.264713 + Penalty 2021.045039 = -54256.219675
  nChanged 2
		SP:Iteration 8Q (48157.980000 sec): 3 clusters
  Score: Raw -56280.382269 + Penalty 2021.045039 = -54259.337230
  nChanged 0
		SP:Iteration 9F (48158.070000 sec): 3 clusters
  Score: Raw -56280.382269 + Penalty 2021.045039 = -54259.337230
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48158.280000 sec): 2 clusters
  Score: Raw -2175488.270536 + Penalty 1606.778253 = -2173881.492283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48158.560000 sec): 3 clusters
  Score: Raw -2163671.991720 + Penalty 3213.556506 = -2160458.435214
  nChanged 8846
		SP:Iteration 1F (48158.820000 sec): 3 clusters
  Score: Raw -2168646.527812 + Penalty 3213.556506 = -2165432.971306
  nChanged 1055
		SP:Iteration 2F (48159.110000 sec): 3 clusters
  Score: Raw -2169047.013792 + Penalty 3213.556506 = -2165833.457286
  nChanged 981
		SP:Iteration 3Q (48159.370000 sec): 3 clusters
  Score: Raw -2169428.215484 + Penalty 3213.556506 = -2166214.658978
  nChanged 953
		SP:Iteration 4Q (48159.630000 sec): 3 clusters
  Score: Raw -2169822.637237 + Penalty 3213.556506 = -2166609.080731
  nChanged 963
		SP:Iteration 5Q (48159.960000 sec): 3 clusters
  Score: Raw -2170267.902498 + Penalty 3213.556506 = -2167054.345992
  nChanged 972
		SP:Iteration 6Q (48160.210000 sec): 3 clusters
  Score: Raw -2170734.059860 + Penalty 3213.556506 = -2167520.503354
  nChanged 987
		SP:Iteration 7F (48160.430000 sec): 3 clusters
  Score: Raw -2171270.820860 + Penalty 3213.556506 = -2168057.264354
  nChanged 1022
		SP:Iteration 8F (48160.690000 sec): 3 clusters
  Score: Raw -2171918.362251 + Penalty 3213.556506 = -2168704.805745
  nChanged 1042
		SP:Iteration 9F (48160.940000 sec): 3 clusters
  Score: Raw -2172653.737189 + Penalty 3213.556506 = -2169440.180683
  nChanged 1023
		SP:Iteration 10F (48161.280000 sec): 3 clusters
  Score: Raw -2173448.949037 + Penalty 3213.556506 = -2170235.392531
  nChanged 932
		SP:Iteration 11Q (48161.600000 sec): 3 clusters
  Score: Raw -2174215.011269 + Penalty 3213.556506 = -2171001.454763
  nChanged 693
		SP:Iteration 12Q (48161.860000 sec): 3 clusters
  Score: Raw -2174794.831235 + Penalty 3213.556506 = -2171581.274729
  nChanged 441
		SP:Iteration 13Q (48162.140000 sec): 3 clusters
  Score: Raw -2175165.774942 + Penalty 3213.556506 = -2171952.218436
  nChanged 255
		SP:Iteration 14Q (48162.420000 sec): 3 clusters
  Score: Raw -2175380.734620 + Penalty 3213.556506 = -2172167.178114
  nChanged 129
		SP:Iteration 15Q (48162.620000 sec): 3 clusters
  Score: Raw -2175497.233732 + Penalty 3213.556506 = -2172283.677226
  nChanged 74
		SP:Iteration 16Q (48162.890000 sec): 3 clusters
  Score: Raw -2175571.529411 + Penalty 3213.556506 = -2172357.972906
  nChanged 44
		SP:Iteration 17Q (48163.120000 sec): 3 clusters
  Score: Raw -2175621.940953 + Penalty 3213.556506 = -2172408.384447
  nChanged 29
		SP:Iteration 18Q (48163.420000 sec): 3 clusters
  Score: Raw -2175658.012500 + Penalty 3213.556506 = -2172444.455994
  nChanged 20
		SP:Iteration 19Q (48163.640000 sec): 3 clusters
  Score: Raw -2175680.538769 + Penalty 3213.556506 = -2172466.982263
  nChanged 16
		SP:Iteration 20F (48163.890000 sec): 3 clusters
  Score: Raw -2175699.422724 + Penalty 3213.556506 = -2172485.866218
  nChanged 13
		SP:Iteration 21Q (48164.100000 sec): 3 clusters
  Score: Raw -2175713.647363 + Penalty 3213.556506 = -2172500.090857
  nChanged 5
		SP:Iteration 22Q (48164.390000 sec): 3 clusters
  Score: Raw -2175719.701030 + Penalty 3213.556506 = -2172506.144524
  nChanged 3
		SP:Iteration 23Q (48164.600000 sec): 3 clusters
  Score: Raw -2175723.762334 + Penalty 3213.556506 = -2172510.205828
  nChanged 2
		SP:Iteration 24Q (48164.960000 sec): 3 clusters
  Score: Raw -2175724.608908 + Penalty 3213.556506 = -2172511.052403
  nChanged 0
		SP:Iteration 25F (48165.170000 sec): 3 clusters
  Score: Raw -2175724.608908 + Penalty 3213.556506 = -2172511.052403
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48165.310000 sec): 2 clusters
  Score: Raw -398300.744672 + Penalty 1333.036904 = -396967.707768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48165.510000 sec): 3 clusters
  Score: Raw -396519.528504 + Penalty 2666.073809 = -393853.454696
  nChanged 1416
		SP:Iteration 1F (48165.690000 sec): 3 clusters
  Score: Raw -397340.280869 + Penalty 2666.073809 = -394674.207060
  nChanged 269
		SP:Iteration 2F (48165.830000 sec): 3 clusters
  Score: Raw -397535.894610 + Penalty 2666.073809 = -394869.820801
  nChanged 214
		SP:Iteration 3F (48165.970000 sec): 3 clusters
  Score: Raw -397668.157563 + Penalty 2666.073809 = -395002.083754
  nChanged 179
		SP:Iteration 4Q (48166.120000 sec): 3 clusters
  Score: Raw -397787.417891 + Penalty 2666.073809 = -395121.344082
  nChanged 152
		SP:Iteration 5Q (48166.260000 sec): 3 clusters
  Score: Raw -397881.595504 + Penalty 2666.073809 = -395215.521695
  nChanged 131
		SP:Iteration 6Q (48166.370000 sec): 3 clusters
  Score: Raw -397953.478064 + Penalty 2666.073809 = -395287.404255
  nChanged 110
		SP:Iteration 7Q (48166.470000 sec): 3 clusters
  Score: Raw -398011.894368 + Penalty 2666.073809 = -395345.820559
  nChanged 91
		SP:Iteration 8Q (48166.620000 sec): 3 clusters
  Score: Raw -398051.629036 + Penalty 2666.073809 = -395385.555227
  nChanged 86
		SP:Iteration 9Q (48166.720000 sec): 3 clusters
  Score: Raw -398093.185558 + Penalty 2666.073809 = -395427.111749
  nChanged 80
		SP:Iteration 10Q (48166.860000 sec): 3 clusters
  Score: Raw -398124.542141 + Penalty 2666.073809 = -395458.468333
  nChanged 73
		SP:Iteration 11Q (48166.960000 sec): 3 clusters
  Score: Raw -398157.149148 + Penalty 2666.073809 = -395491.075340
  nChanged 73
		SP:Iteration 12Q (48167.060000 sec): 3 clusters
  Score: Raw -398188.931892 + Penalty 2666.073809 = -395522.858083
  nChanged 65
		SP:Iteration 13Q (48167.200000 sec): 3 clusters
  Score: Raw -398219.137264 + Penalty 2666.073809 = -395553.063455
  nChanged 66
		SP:Iteration 14Q (48167.300000 sec): 3 clusters
  Score: Raw -398249.311339 + Penalty 2666.073809 = -395583.237530
  nChanged 64
		SP:Iteration 15Q (48167.450000 sec): 3 clusters
  Score: Raw -398282.639995 + Penalty 2666.073809 = -395616.566186
  nChanged 68
		SP:Iteration 16Q (48167.590000 sec): 3 clusters
  Score: Raw -398316.613932 + Penalty 2666.073809 = -395650.540124
  nChanged 49
		SP:Iteration 17Q (48167.770000 sec): 3 clusters
  Score: Raw -398341.332672 + Penalty 2666.073809 = -395675.258864
  nChanged 50
		SP:Iteration 18Q (48167.920000 sec): 3 clusters
  Score: Raw -398361.156738 + Penalty 2666.073809 = -395695.082929
  nChanged 43
		SP:Iteration 19Q (48168.060000 sec): 3 clusters
  Score: Raw -398379.850397 + Penalty 2666.073809 = -395713.776588
  nChanged 40
		SP:Iteration 20F (48168.220000 sec): 3 clusters
  Score: Raw -398395.222019 + Penalty 2666.073809 = -395729.148210
  nChanged 33
		SP:Iteration 21Q (48168.370000 sec): 3 clusters
  Score: Raw -398407.831822 + Penalty 2666.073809 = -395741.758013
  nChanged 29
		SP:Iteration 22Q (48168.540000 sec): 3 clusters
  Score: Raw -398419.415761 + Penalty 2666.073809 = -395753.341952
  nChanged 15
		SP:Iteration 23Q (48168.720000 sec): 3 clusters
  Score: Raw -398424.258365 + Penalty 2666.073809 = -395758.184557
  nChanged 15
		SP:Iteration 24Q (48168.900000 sec): 3 clusters
  Score: Raw -398429.690884 + Penalty 2666.073809 = -395763.617075
  nChanged 19
		SP:Iteration 25Q (48169.040000 sec): 3 clusters
  Score: Raw -398437.176045 + Penalty 2666.073809 = -395771.102237
  nChanged 18
		SP:Iteration 26Q (48169.170000 sec): 3 clusters
  Score: Raw -398443.516063 + Penalty 2666.073809 = -395777.442254
  nChanged 12
		SP:Iteration 27Q (48169.340000 sec): 3 clusters
  Score: Raw -398446.784577 + Penalty 2666.073809 = -395780.710768
  nChanged 10
		SP:Iteration 28Q (48169.550000 sec): 3 clusters
  Score: Raw -398448.912134 + Penalty 2666.073809 = -395782.838326
  nChanged 6
		SP:Iteration 29Q (48169.710000 sec): 3 clusters
  Score: Raw -398449.889325 + Penalty 2666.073809 = -395783.815516
  nChanged 4
		SP:Iteration 30Q (48169.900000 sec): 3 clusters
  Score: Raw -398451.093661 + Penalty 2666.073809 = -395785.019852
  nChanged 2
		SP:Iteration 31Q (48170.110000 sec): 3 clusters
  Score: Raw -398451.545962 + Penalty 2666.073809 = -395785.472153
  nChanged 2
		SP:Iteration 32Q (48170.240000 sec): 3 clusters
  Score: Raw -398452.004948 + Penalty 2666.073809 = -395785.931140
  nChanged 4
		SP:Iteration 33Q (48170.390000 sec): 3 clusters
  Score: Raw -398453.012870 + Penalty 2666.073809 = -395786.939061
  nChanged 2
		SP:Iteration 34Q (48170.490000 sec): 3 clusters
  Score: Raw -398453.463715 + Penalty 2666.073809 = -395787.389906
  nChanged 3
		SP:Iteration 35Q (48170.670000 sec): 3 clusters
  Score: Raw -398454.434169 + Penalty 2666.073809 = -395788.360361
  nChanged 1
		SP:Iteration 36Q (48170.850000 sec): 3 clusters
  Score: Raw -398454.615197 + Penalty 2666.073809 = -395788.541389
  nChanged 1
		SP:Iteration 37Q (48171.030000 sec): 3 clusters
  Score: Raw -398454.934531 + Penalty 2666.073809 = -395788.860722
  nChanged 2
		SP:Iteration 38Q (48171.190000 sec): 3 clusters
  Score: Raw -398455.278038 + Penalty 2666.073809 = -395789.204229
  nChanged 5
		SP:Iteration 39Q (48171.350000 sec): 3 clusters
  Score: Raw -398456.745957 + Penalty 2666.073809 = -395790.672148
  nChanged 2
		SP:Iteration 40F (48171.470000 sec): 3 clusters
  Score: Raw -398457.163418 + Penalty 2666.073809 = -395791.089610
  nChanged 1
		SP:Iteration 41Q (48171.570000 sec): 3 clusters
  Score: Raw -398457.562443 + Penalty 2666.073809 = -395791.488634
  nChanged 2
		SP:Iteration 42Q (48171.680000 sec): 3 clusters
  Score: Raw -398457.906414 + Penalty 2666.073809 = -395791.832605
  nChanged 3
		SP:Iteration 43Q (48171.840000 sec): 3 clusters
  Score: Raw -398458.946231 + Penalty 2666.073809 = -395792.872422
  nChanged 6
		SP:Iteration 44Q (48172.020000 sec): 3 clusters
  Score: Raw -398460.890719 + Penalty 2666.073809 = -395794.816911
  nChanged 7
		SP:Iteration 45Q (48172.160000 sec): 3 clusters
  Score: Raw -398463.033786 + Penalty 2666.073809 = -395796.959977
  nChanged 3
		SP:Iteration 46Q (48172.360000 sec): 3 clusters
  Score: Raw -398464.161969 + Penalty 2666.073809 = -395798.088160
  nChanged 1
		SP:Iteration 47Q (48172.510000 sec): 3 clusters
  Score: Raw -398464.335485 + Penalty 2666.073809 = -395798.261676
  nChanged 0
		SP:Iteration 48F (48172.680000 sec): 3 clusters
  Score: Raw -398464.335485 + Penalty 2666.073809 = -395798.261676
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48172.770000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48172.950000 sec): 3 clusters
  Score: Raw -20607.258573 + Penalty 1729.978243 = -18877.280330
  nChanged 33
		SP:Iteration 1F (48173.080000 sec): 3 clusters
  Score: Raw -20722.869176 + Penalty 1729.978243 = -18992.890933
  nChanged 12
		SP:Iteration 2F (48173.170000 sec): 3 clusters
  Score: Raw -20766.733101 + Penalty 1729.978243 = -19036.754858
  nChanged 10
		SP:Iteration 3Q (48173.320000 sec): 3 clusters
  Score: Raw -20797.288676 + Penalty 1729.978243 = -19067.310433
  nChanged 5
		SP:Iteration 4Q (48173.430000 sec): 3 clusters
  Score: Raw -20810.150898 + Penalty 1729.978243 = -19080.172655
  nChanged 1
		SP:Iteration 5Q (48173.550000 sec): 3 clusters
  Score: Raw -20811.809301 + Penalty 1729.978243 = -19081.831057
  nChanged 0
		SP:Iteration 6F (48173.630000 sec): 3 clusters
  Score: Raw -20811.809301 + Penalty 1729.978243 = -19081.831057
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48173.740000 sec): 2 clusters
  Score: Raw -734225.697119 + Penalty 1430.140927 = -732795.556192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48173.930000 sec): 3 clusters
  Score: Raw -730671.584277 + Penalty 2860.281854 = -727811.302423
  nChanged 2716
		SP:Iteration 1F (48174.110000 sec): 3 clusters
  Score: Raw -732125.116616 + Penalty 2860.281854 = -729264.834763
  nChanged 431
		SP:Iteration 2F (48174.300000 sec): 3 clusters
  Score: Raw -732315.692934 + Penalty 2860.281854 = -729455.411081
  nChanged 335
		SP:Iteration 3F (48174.480000 sec): 3 clusters
  Score: Raw -732469.205396 + Penalty 2860.281854 = -729608.923542
  nChanged 276
		SP:Iteration 4Q (48174.630000 sec): 3 clusters
  Score: Raw -732586.740528 + Penalty 2860.281854 = -729726.458674
  nChanged 243
		SP:Iteration 5Q (48174.760000 sec): 3 clusters
  Score: Raw -732696.478409 + Penalty 2860.281854 = -729836.196556
  nChanged 241
		SP:Iteration 6Q (48174.950000 sec): 3 clusters
  Score: Raw -732815.871078 + Penalty 2860.281854 = -729955.589224
  nChanged 256
		SP:Iteration 7Q (48175.150000 sec): 3 clusters
  Score: Raw -732974.585539 + Penalty 2860.281854 = -730114.303685
  nChanged 279
		SP:Iteration 8Q (48175.310000 sec): 3 clusters
  Score: Raw -733166.539932 + Penalty 2860.281854 = -730306.258078
  nChanged 287
		SP:Iteration 9Q (48175.510000 sec): 3 clusters
  Score: Raw -733377.821413 + Penalty 2860.281854 = -730517.539559
  nChanged 258
		SP:Iteration 10Q (48175.650000 sec): 3 clusters
  Score: Raw -733579.699338 + Penalty 2860.281854 = -730719.417484
  nChanged 241
		SP:Iteration 11Q (48175.840000 sec): 3 clusters
  Score: Raw -733768.358575 + Penalty 2860.281854 = -730908.076721
  nChanged 190
		SP:Iteration 12Q (48176.010000 sec): 3 clusters
  Score: Raw -733932.382996 + Penalty 2860.281854 = -731072.101142
  nChanged 162
		SP:Iteration 13Q (48176.170000 sec): 3 clusters
  Score: Raw -734068.473345 + Penalty 2860.281854 = -731208.191491
  nChanged 133
		SP:Iteration 14Q (48176.330000 sec): 3 clusters
  Score: Raw -734171.188374 + Penalty 2860.281854 = -731310.906520
  nChanged 92
		SP:Iteration 15Q (48176.470000 sec): 3 clusters
  Score: Raw -734245.581771 + Penalty 2860.281854 = -731385.299917
  nChanged 71
		SP:Iteration 16Q (48176.610000 sec): 3 clusters
  Score: Raw -734304.747863 + Penalty 2860.281854 = -731444.466009
  nChanged 49
		SP:Iteration 17Q (48176.810000 sec): 3 clusters
  Score: Raw -734341.614168 + Penalty 2860.281854 = -731481.332314
  nChanged 32
		SP:Iteration 18Q (48176.990000 sec): 3 clusters
  Score: Raw -734364.911460 + Penalty 2860.281854 = -731504.629606
  nChanged 22
		SP:Iteration 19Q (48177.180000 sec): 3 clusters
  Score: Raw -734382.051612 + Penalty 2860.281854 = -731521.769758
  nChanged 21
		SP:Iteration 20F (48177.350000 sec): 3 clusters
  Score: Raw -734395.654381 + Penalty 2860.281854 = -731535.372528
  nChanged 21
		SP:Iteration 21Q (48177.520000 sec): 3 clusters
  Score: Raw -734411.165052 + Penalty 2860.281854 = -731550.883198
  nChanged 15
		SP:Iteration 22Q (48177.740000 sec): 3 clusters
  Score: Raw -734422.315031 + Penalty 2860.281854 = -731562.033177
  nChanged 12
		SP:Iteration 23Q (48177.880000 sec): 3 clusters
  Score: Raw -734431.151414 + Penalty 2860.281854 = -731570.869560
  nChanged 12
		SP:Iteration 24Q (48178.080000 sec): 3 clusters
  Score: Raw -734438.957654 + Penalty 2860.281854 = -731578.675800
  nChanged 11
		SP:Iteration 25Q (48178.300000 sec): 3 clusters
  Score: Raw -734446.127343 + Penalty 2860.281854 = -731585.845489
  nChanged 8
		SP:Iteration 26Q (48178.460000 sec): 3 clusters
  Score: Raw -734453.832163 + Penalty 2860.281854 = -731593.550309
  nChanged 9
		SP:Iteration 27Q (48178.590000 sec): 3 clusters
  Score: Raw -734458.950491 + Penalty 2860.281854 = -731598.668637
  nChanged 3
		SP:Iteration 28Q (48178.730000 sec): 3 clusters
  Score: Raw -734461.331885 + Penalty 2860.281854 = -731601.050031
  nChanged 2
		SP:Iteration 29Q (48178.900000 sec): 3 clusters
  Score: Raw -734462.994212 + Penalty 2860.281854 = -731602.712358
  nChanged 3
		SP:Iteration 30Q (48179.040000 sec): 3 clusters
  Score: Raw -734465.374212 + Penalty 2860.281854 = -731605.092359
  nChanged 6
		SP:Iteration 31Q (48179.180000 sec): 3 clusters
  Score: Raw -734470.596312 + Penalty 2860.281854 = -731610.314458
  nChanged 6
		SP:Iteration 32Q (48179.320000 sec): 3 clusters
  Score: Raw -734475.258644 + Penalty 2860.281854 = -731614.976791
  nChanged 6
		SP:Iteration 33Q (48179.500000 sec): 3 clusters
  Score: Raw -734478.114370 + Penalty 2860.281854 = -731617.832517
  nChanged 1
		SP:Iteration 34Q (48179.670000 sec): 3 clusters
  Score: Raw -734478.631188 + Penalty 2860.281854 = -731618.349334
  nChanged 0
		SP:Iteration 35F (48179.850000 sec): 3 clusters
  Score: Raw -734478.631188 + Penalty 2860.281854 = -731618.349334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48179.970000 sec): 2 clusters
  Score: Raw -255239.906391 + Penalty 1280.998770 = -253958.907621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48180.090000 sec): 3 clusters
  Score: Raw -254012.937374 + Penalty 2561.997539 = -251450.939835
  nChanged 993
		SP:Iteration 1F (48180.250000 sec): 3 clusters
  Score: Raw -254763.030844 + Penalty 2561.997539 = -252201.033305
  nChanged 296
		SP:Iteration 2F (48180.400000 sec): 3 clusters
  Score: Raw -255069.801784 + Penalty 2561.997539 = -252507.804245
  nChanged 226
		SP:Iteration 3F (48180.530000 sec): 3 clusters
  Score: Raw -255313.948980 + Penalty 2561.997539 = -252751.951441
  nChanged 157
		SP:Iteration 4F (48180.650000 sec): 3 clusters
  Score: Raw -255475.767845 + Penalty 2561.997539 = -252913.770306
  nChanged 152
		SP:Iteration 5F (48180.790000 sec): 3 clusters
  Score: Raw -255622.544051 + Penalty 2561.997539 = -253060.546512
  nChanged 112
		SP:Iteration 6Q (48180.900000 sec): 3 clusters
  Score: Raw -255720.185048 + Penalty 2561.997539 = -253158.187509
  nChanged 96
		SP:Iteration 7Q (48181.050000 sec): 3 clusters
  Score: Raw -255794.179886 + Penalty 2561.997539 = -253232.182347
  nChanged 76
		SP:Iteration 8Q (48181.170000 sec): 3 clusters
  Score: Raw -255857.136827 + Penalty 2561.997539 = -253295.139288
  nChanged 56
		SP:Iteration 9Q (48181.270000 sec): 3 clusters
  Score: Raw -255895.478382 + Penalty 2561.997539 = -253333.480843
  nChanged 42
		SP:Iteration 10Q (48181.380000 sec): 3 clusters
  Score: Raw -255921.006511 + Penalty 2561.997539 = -253359.008972
  nChanged 30
		SP:Iteration 11Q (48181.500000 sec): 3 clusters
  Score: Raw -255942.432776 + Penalty 2561.997539 = -253380.435237
  nChanged 28
		SP:Iteration 12Q (48181.640000 sec): 3 clusters
  Score: Raw -255963.988862 + Penalty 2561.997539 = -253401.991323
  nChanged 14
		SP:Iteration 13Q (48181.770000 sec): 3 clusters
  Score: Raw -255970.694219 + Penalty 2561.997539 = -253408.696679
  nChanged 13
		SP:Iteration 14Q (48181.870000 sec): 3 clusters
  Score: Raw -255973.977885 + Penalty 2561.997539 = -253411.980346
  nChanged 6
		SP:Iteration 15Q (48182.010000 sec): 3 clusters
  Score: Raw -255976.135608 + Penalty 2561.997539 = -253414.138068
  nChanged 7
		SP:Iteration 16Q (48182.130000 sec): 3 clusters
  Score: Raw -255980.359778 + Penalty 2561.997539 = -253418.362239
  nChanged 5
		SP:Iteration 17Q (48182.220000 sec): 3 clusters
  Score: Raw -255981.696583 + Penalty 2561.997539 = -253419.699044
  nChanged 3
		SP:Iteration 18Q (48182.320000 sec): 3 clusters
  Score: Raw -255982.805076 + Penalty 2561.997539 = -253420.807537
  nChanged 1
		SP:Iteration 19Q (48182.410000 sec): 3 clusters
  Score: Raw -255983.161188 + Penalty 2561.997539 = -253421.163649
  nChanged 1
		SP:Iteration 20F (48182.510000 sec): 3 clusters
  Score: Raw -255983.261631 + Penalty 2561.997539 = -253421.264091
  nChanged 1
		SP:Iteration 21Q (48182.650000 sec): 3 clusters
  Score: Raw -255983.562592 + Penalty 2561.997539 = -253421.565053
  nChanged 0
		SP:Iteration 22F (48182.770000 sec): 3 clusters
  Score: Raw -255983.562592 + Penalty 2561.997539 = -253421.565053
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48182.860000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48183.030000 sec): 3 clusters
  Score: Raw -24473.244798 + Penalty 1786.579673 = -22686.665125
  nChanged 64
		SP:Iteration 1F (48183.190000 sec): 3 clusters
  Score: Raw -24651.452508 + Penalty 1786.579673 = -22864.872835
  nChanged 15
		SP:Iteration 2F (48183.330000 sec): 3 clusters
  Score: Raw -24707.088606 + Penalty 1786.579673 = -22920.508933
  nChanged 8
		SP:Iteration 3Q (48183.540000 sec): 3 clusters
  Score: Raw -24743.620698 + Penalty 1786.579673 = -22957.041025
  nChanged 6
		SP:Iteration 4Q (48183.670000 sec): 3 clusters
  Score: Raw -24775.848802 + Penalty 1786.579673 = -22989.269129
  nChanged 4
		SP:Iteration 5Q (48183.830000 sec): 3 clusters
  Score: Raw -24796.057578 + Penalty 1786.579673 = -23009.477905
  nChanged 0
		SP:Iteration 6F (48183.930000 sec): 3 clusters
  Score: Raw -24796.057578 + Penalty 1786.579673 = -23009.477905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48184.010000 sec): 2 clusters
  Score: Raw -303650.622363 + Penalty 1288.248820 = -302362.373543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48184.120000 sec): 3 clusters
  Score: Raw -302335.891513 + Penalty 2576.497640 = -299759.393873
  nChanged 1050
		SP:Iteration 1F (48184.220000 sec): 3 clusters
  Score: Raw -302911.559416 + Penalty 2576.497640 = -300335.061776
  nChanged 229
		SP:Iteration 2F (48184.320000 sec): 3 clusters
  Score: Raw -303095.783941 + Penalty 2576.497640 = -300519.286302
  nChanged 150
		SP:Iteration 3F (48184.430000 sec): 3 clusters
  Score: Raw -303211.159110 + Penalty 2576.497640 = -300634.661470
  nChanged 135
		SP:Iteration 4Q (48184.570000 sec): 3 clusters
  Score: Raw -303311.096938 + Penalty 2576.497640 = -300734.599299
  nChanged 113
		SP:Iteration 5Q (48184.670000 sec): 3 clusters
  Score: Raw -303394.853523 + Penalty 2576.497640 = -300818.355883
  nChanged 99
		SP:Iteration 6Q (48184.780000 sec): 3 clusters
  Score: Raw -303470.234297 + Penalty 2576.497640 = -300893.736657
  nChanged 91
		SP:Iteration 7Q (48184.880000 sec): 3 clusters
  Score: Raw -303546.624553 + Penalty 2576.497640 = -300970.126914
  nChanged 71
		SP:Iteration 8Q (48184.990000 sec): 3 clusters
  Score: Raw -303598.971624 + Penalty 2576.497640 = -301022.473984
  nChanged 47
		SP:Iteration 9Q (48185.130000 sec): 3 clusters
  Score: Raw -303634.269775 + Penalty 2576.497640 = -301057.772136
  nChanged 37
		SP:Iteration 10Q (48185.230000 sec): 3 clusters
  Score: Raw -303659.360949 + Penalty 2576.497640 = -301082.863309
  nChanged 31
		SP:Iteration 11Q (48185.330000 sec): 3 clusters
  Score: Raw -303684.291599 + Penalty 2576.497640 = -301107.793959
  nChanged 34
		SP:Iteration 12Q (48185.440000 sec): 3 clusters
  Score: Raw -303715.848413 + Penalty 2576.497640 = -301139.350773
  nChanged 28
		SP:Iteration 13Q (48185.550000 sec): 3 clusters
  Score: Raw -303736.188983 + Penalty 2576.497640 = -301159.691343
  nChanged 25
		SP:Iteration 14Q (48185.710000 sec): 3 clusters
  Score: Raw -303763.078274 + Penalty 2576.497640 = -301186.580634
  nChanged 22
		SP:Iteration 15Q (48185.840000 sec): 3 clusters
  Score: Raw -303783.274055 + Penalty 2576.497640 = -301206.776415
  nChanged 16
		SP:Iteration 16Q (48186.010000 sec): 3 clusters
  Score: Raw -303797.968082 + Penalty 2576.497640 = -301221.470442
  nChanged 14
		SP:Iteration 17Q (48186.140000 sec): 3 clusters
  Score: Raw -303810.169574 + Penalty 2576.497640 = -301233.671934
  nChanged 8
		SP:Iteration 18Q (48186.270000 sec): 3 clusters
  Score: Raw -303815.927263 + Penalty 2576.497640 = -301239.429623
  nChanged 5
		SP:Iteration 19Q (48186.420000 sec): 3 clusters
  Score: Raw -303819.078197 + Penalty 2576.497640 = -301242.580557
  nChanged 5
		SP:Iteration 20F (48186.530000 sec): 3 clusters
  Score: Raw -303823.396758 + Penalty 2576.497640 = -301246.899118
  nChanged 2
		SP:Iteration 21Q (48186.630000 sec): 3 clusters
  Score: Raw -303825.884358 + Penalty 2576.497640 = -301249.386719
  nChanged 4
		SP:Iteration 22Q (48186.770000 sec): 3 clusters
  Score: Raw -303831.936178 + Penalty 2576.497640 = -301255.438538
  nChanged 4
		SP:Iteration 23Q (48186.880000 sec): 3 clusters
  Score: Raw -303835.738839 + Penalty 2576.497640 = -301259.241199
  nChanged 6
		SP:Iteration 24Q (48187.010000 sec): 3 clusters
  Score: Raw -303840.039981 + Penalty 2576.497640 = -301263.542341
  nChanged 3
		SP:Iteration 25Q (48187.100000 sec): 3 clusters
  Score: Raw -303841.885199 + Penalty 2576.497640 = -301265.387560
  nChanged 3
		SP:Iteration 26Q (48187.210000 sec): 3 clusters
  Score: Raw -303844.789749 + Penalty 2576.497640 = -301268.292109
  nChanged 1
		SP:Iteration 27Q (48187.400000 sec): 3 clusters
  Score: Raw -303845.716856 + Penalty 2576.497640 = -301269.219216
  nChanged 1
		SP:Iteration 28Q (48187.520000 sec): 3 clusters
  Score: Raw -303846.554178 + Penalty 2576.497640 = -301270.056538
  nChanged 0
		SP:Iteration 29F (48187.700000 sec): 3 clusters
  Score: Raw -303846.554178 + Penalty 2576.497640 = -301270.056538
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48187.770000 sec): 2 clusters
  Score: Raw -818357.177867 + Penalty 1455.616381 = -816901.561486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48188.000000 sec): 3 clusters
  Score: Raw -814081.145770 + Penalty 2911.232762 = -811169.913007
  nChanged 3350
		SP:Iteration 1F (48188.190000 sec): 3 clusters
  Score: Raw -815948.040286 + Penalty 2911.232762 = -813036.807524
  nChanged 564
		SP:Iteration 2F (48188.360000 sec): 3 clusters
  Score: Raw -816278.301723 + Penalty 2911.232762 = -813367.068961
  nChanged 507
		SP:Iteration 3F (48188.550000 sec): 3 clusters
  Score: Raw -816589.051126 + Penalty 2911.232762 = -813677.818364
  nChanged 502
		SP:Iteration 4F (48188.740000 sec): 3 clusters
  Score: Raw -816918.390358 + Penalty 2911.232762 = -814007.157595
  nChanged 494
		SP:Iteration 5F (48188.950000 sec): 3 clusters
  Score: Raw -817287.681911 + Penalty 2911.232762 = -814376.449149
  nChanged 461
		SP:Iteration 6F (48189.090000 sec): 3 clusters
  Score: Raw -817646.919415 + Penalty 2911.232762 = -814735.686653
  nChanged 389
		SP:Iteration 7F (48189.310000 sec): 3 clusters
  Score: Raw -817935.548482 + Penalty 2911.232762 = -815024.315720
  nChanged 292
		SP:Iteration 8Q (48189.500000 sec): 3 clusters
  Score: Raw -818142.081440 + Penalty 2911.232762 = -815230.848678
  nChanged 234
		SP:Iteration 9Q (48189.610000 sec): 3 clusters
  Score: Raw -818331.210779 + Penalty 2911.232762 = -815419.978017
  nChanged 200
		SP:Iteration 10Q (48189.750000 sec): 3 clusters
  Score: Raw -818498.445798 + Penalty 2911.232762 = -815587.213036
  nChanged 147
		SP:Iteration 11Q (48189.990000 sec): 3 clusters
  Score: Raw -818588.068878 + Penalty 2911.232762 = -815676.836115
  nChanged 92
		SP:Iteration 12Q (48190.130000 sec): 3 clusters
  Score: Raw -818639.882222 + Penalty 2911.232762 = -815728.649460
  nChanged 71
		SP:Iteration 13Q (48190.310000 sec): 3 clusters
  Score: Raw -818676.190259 + Penalty 2911.232762 = -815764.957497
  nChanged 46
		SP:Iteration 14Q (48190.500000 sec): 3 clusters
  Score: Raw -818697.669582 + Penalty 2911.232762 = -815786.436820
  nChanged 32
		SP:Iteration 15Q (48190.720000 sec): 3 clusters
  Score: Raw -818712.519999 + Penalty 2911.232762 = -815801.287237
  nChanged 34
		SP:Iteration 16Q (48190.900000 sec): 3 clusters
  Score: Raw -818730.746479 + Penalty 2911.232762 = -815819.513717
  nChanged 40
		SP:Iteration 17Q (48191.100000 sec): 3 clusters
  Score: Raw -818750.764842 + Penalty 2911.232762 = -815839.532080
  nChanged 38
		SP:Iteration 18Q (48191.350000 sec): 3 clusters
  Score: Raw -818772.194665 + Penalty 2911.232762 = -815860.961903
  nChanged 29
		SP:Iteration 19Q (48191.550000 sec): 3 clusters
  Score: Raw -818786.876961 + Penalty 2911.232762 = -815875.644199
  nChanged 18
		SP:Iteration 20F (48191.730000 sec): 3 clusters
  Score: Raw -818798.371902 + Penalty 2911.232762 = -815887.139140
  nChanged 15
		SP:Iteration 21Q (48191.930000 sec): 3 clusters
  Score: Raw -818804.178879 + Penalty 2911.232762 = -815892.946117
  nChanged 5
		SP:Iteration 22Q (48192.130000 sec): 3 clusters
  Score: Raw -818805.795606 + Penalty 2911.232762 = -815894.562844
  nChanged 5
		SP:Iteration 23Q (48192.350000 sec): 3 clusters
  Score: Raw -818808.335152 + Penalty 2911.232762 = -815897.102390
  nChanged 7
		SP:Iteration 24Q (48192.510000 sec): 3 clusters
  Score: Raw -818810.075465 + Penalty 2911.232762 = -815898.842703
  nChanged 1
		SP:Iteration 25Q (48192.640000 sec): 3 clusters
  Score: Raw -818810.220670 + Penalty 2911.232762 = -815898.987908
  nChanged 1
		SP:Iteration 26Q (48192.810000 sec): 3 clusters
  Score: Raw -818810.287480 + Penalty 2911.232762 = -815899.054717
  nChanged 1
		SP:Iteration 27Q (48192.970000 sec): 3 clusters
  Score: Raw -818810.379012 + Penalty 2911.232762 = -815899.146249
  nChanged 0
		SP:Iteration 28F (48193.100000 sec): 3 clusters
  Score: Raw -818810.379012 + Penalty 2911.232762 = -815899.146249
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48193.280000 sec): 2 clusters
  Score: Raw -1582193.365075 + Penalty 1566.062227 = -1580627.302848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48193.510000 sec): 3 clusters
  Score: Raw -1573147.093468 + Penalty 3132.124454 = -1570014.969015
  nChanged 6849
		SP:Iteration 1F (48193.780000 sec): 3 clusters
  Score: Raw -1576942.873953 + Penalty 3132.124454 = -1573810.749500
  nChanged 936
		SP:Iteration 2F (48194.030000 sec): 3 clusters
  Score: Raw -1577327.054527 + Penalty 3132.124454 = -1574194.930073
  nChanged 784
		SP:Iteration 3F (48194.250000 sec): 3 clusters
  Score: Raw -1577650.163872 + Penalty 3132.124454 = -1574518.039419
  nChanged 717
		SP:Iteration 4Q (48194.510000 sec): 3 clusters
  Score: Raw -1577956.900369 + Penalty 3132.124454 = -1574824.775915
  nChanged 682
		SP:Iteration 5Q (48194.710000 sec): 3 clusters
  Score: Raw -1578241.587720 + Penalty 3132.124454 = -1575109.463266
  nChanged 646
		SP:Iteration 6Q (48194.970000 sec): 3 clusters
  Score: Raw -1578544.738485 + Penalty 3132.124454 = -1575412.614031
  nChanged 690
		SP:Iteration 7Q (48195.200000 sec): 3 clusters
  Score: Raw -1578893.850244 + Penalty 3132.124454 = -1575761.725791
  nChanged 649
		SP:Iteration 8Q (48195.440000 sec): 3 clusters
  Score: Raw -1579239.312114 + Penalty 3132.124454 = -1576107.187660
  nChanged 655
		SP:Iteration 9Q (48195.760000 sec): 3 clusters
  Score: Raw -1579572.894270 + Penalty 3132.124454 = -1576440.769816
  nChanged 638
		SP:Iteration 10Q (48195.980000 sec): 3 clusters
  Score: Raw -1579930.402367 + Penalty 3132.124454 = -1576798.277914
  nChanged 621
		SP:Iteration 11Q (48196.200000 sec): 3 clusters
  Score: Raw -1580250.854071 + Penalty 3132.124454 = -1577118.729618
  nChanged 525
		SP:Iteration 12Q (48196.450000 sec): 3 clusters
  Score: Raw -1580523.394270 + Penalty 3132.124454 = -1577391.269817
  nChanged 482
		SP:Iteration 13Q (48196.720000 sec): 3 clusters
  Score: Raw -1580756.867426 + Penalty 3132.124454 = -1577624.742972
  nChanged 422
		SP:Iteration 14Q (48196.970000 sec): 3 clusters
  Score: Raw -1580950.304106 + Penalty 3132.124454 = -1577818.179652
  nChanged 354
		SP:Iteration 15Q (48197.180000 sec): 3 clusters
  Score: Raw -1581118.371288 + Penalty 3132.124454 = -1577986.246835
  nChanged 322
		SP:Iteration 16Q (48197.420000 sec): 3 clusters
  Score: Raw -1581266.534872 + Penalty 3132.124454 = -1578134.410419
  nChanged 277
		SP:Iteration 17Q (48197.630000 sec): 3 clusters
  Score: Raw -1581383.533957 + Penalty 3132.124454 = -1578251.409504
  nChanged 256
		SP:Iteration 18Q (48197.920000 sec): 3 clusters
  Score: Raw -1581496.408105 + Penalty 3132.124454 = -1578364.283652
  nChanged 257
		SP:Iteration 19Q (48198.190000 sec): 3 clusters
  Score: Raw -1581621.822096 + Penalty 3132.124454 = -1578489.697643
  nChanged 259
		SP:Iteration 20F (48198.400000 sec): 3 clusters
  Score: Raw -1581740.312335 + Penalty 3132.124454 = -1578608.187881
  nChanged 232
		SP:Iteration 21Q (48198.710000 sec): 3 clusters
  Score: Raw -1581855.065497 + Penalty 3132.124454 = -1578722.941044
  nChanged 222
		SP:Iteration 22Q (48198.940000 sec): 3 clusters
  Score: Raw -1581959.415378 + Penalty 3132.124454 = -1578827.290925
  nChanged 192
		SP:Iteration 23Q (48199.210000 sec): 3 clusters
  Score: Raw -1582053.648921 + Penalty 3132.124454 = -1578921.524468
  nChanged 175
		SP:Iteration 24Q (48199.490000 sec): 3 clusters
  Score: Raw -1582133.147963 + Penalty 3132.124454 = -1579001.023509
  nChanged 149
		SP:Iteration 25Q (48199.730000 sec): 3 clusters
  Score: Raw -1582199.066998 + Penalty 3132.124454 = -1579066.942544
  nChanged 136
		SP:Iteration 26Q (48200.010000 sec): 3 clusters
  Score: Raw -1582265.095946 + Penalty 3132.124454 = -1579132.971492
  nChanged 110
		SP:Iteration 27Q (48200.260000 sec): 3 clusters
  Score: Raw -1582303.836248 + Penalty 3132.124454 = -1579171.711794
  nChanged 102
		SP:Iteration 28Q (48200.480000 sec): 3 clusters
  Score: Raw -1582335.287075 + Penalty 3132.124454 = -1579203.162621
  nChanged 91
		SP:Iteration 29Q (48200.720000 sec): 3 clusters
  Score: Raw -1582357.945316 + Penalty 3132.124454 = -1579225.820862
  nChanged 73
		SP:Iteration 30Q (48200.920000 sec): 3 clusters
  Score: Raw -1582374.674938 + Penalty 3132.124454 = -1579242.550484
  nChanged 72
		SP:Iteration 31Q (48201.190000 sec): 3 clusters
  Score: Raw -1582393.363181 + Penalty 3132.124454 = -1579261.238727
  nChanged 62
		SP:Iteration 32Q (48201.380000 sec): 3 clusters
  Score: Raw -1582409.555310 + Penalty 3132.124454 = -1579277.430857
  nChanged 52
		SP:Iteration 33Q (48201.600000 sec): 3 clusters
  Score: Raw -1582422.762525 + Penalty 3132.124454 = -1579290.638072
  nChanged 51
		SP:Iteration 34Q (48201.840000 sec): 3 clusters
  Score: Raw -1582432.625743 + Penalty 3132.124454 = -1579300.501290
  nChanged 39
		SP:Iteration 35Q (48202.090000 sec): 3 clusters
  Score: Raw -1582439.480965 + Penalty 3132.124454 = -1579307.356511
  nChanged 34
		SP:Iteration 36Q (48202.330000 sec): 3 clusters
  Score: Raw -1582445.487056 + Penalty 3132.124454 = -1579313.362603
  nChanged 26
		SP:Iteration 37Q (48202.570000 sec): 3 clusters
  Score: Raw -1582450.455796 + Penalty 3132.124454 = -1579318.331343
  nChanged 25
		SP:Iteration 38Q (48202.780000 sec): 3 clusters
  Score: Raw -1582456.497398 + Penalty 3132.124454 = -1579324.372945
  nChanged 32
		SP:Iteration 39Q (48203.040000 sec): 3 clusters
  Score: Raw -1582464.299372 + Penalty 3132.124454 = -1579332.174919
  nChanged 42
		SP:Iteration 40F (48203.270000 sec): 3 clusters
  Score: Raw -1582473.417821 + Penalty 3132.124454 = -1579341.293367
  nChanged 42
		SP:Iteration 41Q (48203.550000 sec): 3 clusters
  Score: Raw -1582480.618302 + Penalty 3132.124454 = -1579348.493848
  nChanged 28
		SP:Iteration 42Q (48203.840000 sec): 3 clusters
  Score: Raw -1582485.952011 + Penalty 3132.124454 = -1579353.827557
  nChanged 33
		SP:Iteration 43Q (48204.120000 sec): 3 clusters
  Score: Raw -1582492.108024 + Penalty 3132.124454 = -1579359.983571
  nChanged 19
		SP:Iteration 44Q (48204.380000 sec): 3 clusters
  Score: Raw -1582495.643203 + Penalty 3132.124454 = -1579363.518749
  nChanged 13
		SP:Iteration 45Q (48204.570000 sec): 3 clusters
  Score: Raw -1582497.848622 + Penalty 3132.124454 = -1579365.724168
  nChanged 17
		SP:Iteration 46Q (48204.810000 sec): 3 clusters
  Score: Raw -1582500.869675 + Penalty 3132.124454 = -1579368.745221
  nChanged 19
		SP:Iteration 47Q (48205.040000 sec): 3 clusters
  Score: Raw -1582504.182695 + Penalty 3132.124454 = -1579372.058241
  nChanged 14
		SP:Iteration 48Q (48205.290000 sec): 3 clusters
  Score: Raw -1582506.663311 + Penalty 3132.124454 = -1579374.538858
  nChanged 20
		SP:Iteration 49Q (48205.460000 sec): 3 clusters
  Score: Raw -1582510.298641 + Penalty 3132.124454 = -1579378.174187
  nChanged 14
		SP:Iteration 50Q (48205.710000 sec): 3 clusters
  Score: Raw -1582513.734416 + Penalty 3132.124454 = -1579381.609963
  nChanged 13
		SP:Iteration 51Q (48205.900000 sec): 3 clusters
  Score: Raw -1582516.655949 + Penalty 3132.124454 = -1579384.531496
  nChanged 11
		SP:Iteration 52Q (48206.100000 sec): 3 clusters
  Score: Raw -1582519.447055 + Penalty 3132.124454 = -1579387.322601
  nChanged 14
		SP:Iteration 53Q (48206.330000 sec): 3 clusters
  Score: Raw -1582522.178104 + Penalty 3132.124454 = -1579390.053651
  nChanged 14
		SP:Iteration 54Q (48206.530000 sec): 3 clusters
  Score: Raw -1582524.000201 + Penalty 3132.124454 = -1579391.875747
  nChanged 9
		SP:Iteration 55Q (48206.750000 sec): 3 clusters
  Score: Raw -1582525.457203 + Penalty 3132.124454 = -1579393.332749
  nChanged 7
		SP:Iteration 56Q (48206.960000 sec): 3 clusters
  Score: Raw -1582526.713304 + Penalty 3132.124454 = -1579394.588850
  nChanged 9
		SP:Iteration 57Q (48207.210000 sec): 3 clusters
  Score: Raw -1582528.349534 + Penalty 3132.124454 = -1579396.225080
  nChanged 9
		SP:Iteration 58Q (48207.440000 sec): 3 clusters
  Score: Raw -1582529.194817 + Penalty 3132.124454 = -1579397.070363
  nChanged 3
		SP:Iteration 59Q (48207.670000 sec): 3 clusters
  Score: Raw -1582529.633502 + Penalty 3132.124454 = -1579397.509048
  nChanged 4
		SP:Iteration 60F (48207.900000 sec): 3 clusters
  Score: Raw -1582530.095087 + Penalty 3132.124454 = -1579397.970633
  nChanged 2
		SP:Iteration 61Q (48208.140000 sec): 3 clusters
  Score: Raw -1582530.397203 + Penalty 3132.124454 = -1579398.272749
  nChanged 1
		SP:Iteration 62Q (48208.350000 sec): 3 clusters
  Score: Raw -1582530.521238 + Penalty 3132.124454 = -1579398.396785
  nChanged 3
		SP:Iteration 63Q (48208.650000 sec): 3 clusters
  Score: Raw -1582531.151132 + Penalty 3132.124454 = -1579399.026678
  nChanged 4
		SP:Iteration 64Q (48208.880000 sec): 3 clusters
  Score: Raw -1582531.633984 + Penalty 3132.124454 = -1579399.509531
  nChanged 1
		SP:Iteration 65Q (48209.090000 sec): 3 clusters
  Score: Raw -1582531.733260 + Penalty 3132.124454 = -1579399.608806
  nChanged 1
		SP:Iteration 66Q (48209.330000 sec): 3 clusters
  Score: Raw -1582531.864505 + Penalty 3132.124454 = -1579399.740051
  nChanged 2
		SP:Iteration 67Q (48209.560000 sec): 3 clusters
  Score: Raw -1582531.988080 + Penalty 3132.124454 = -1579399.863626
  nChanged 0
		SP:Iteration 68F (48209.760000 sec): 3 clusters
  Score: Raw -1582531.988080 + Penalty 3132.124454 = -1579399.863626
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48209.830000 sec): 2 clusters
  Score: Raw -178661.263486 + Penalty 1227.494263 = -177433.769223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48209.980000 sec): 3 clusters
  Score: Raw -177861.903874 + Penalty 2454.988527 = -175406.915347
  nChanged 699
		SP:Iteration 1F (48210.140000 sec): 3 clusters
  Score: Raw -178365.996713 + Penalty 2454.988527 = -175911.008186
  nChanged 172
		SP:Iteration 2F (48210.260000 sec): 3 clusters
  Score: Raw -178510.541538 + Penalty 2454.988527 = -176055.553012
  nChanged 110
		SP:Iteration 3F (48210.360000 sec): 3 clusters
  Score: Raw -178608.848555 + Penalty 2454.988527 = -176153.860028
  nChanged 84
		SP:Iteration 4Q (48210.480000 sec): 3 clusters
  Score: Raw -178680.568821 + Penalty 2454.988527 = -176225.580294
  nChanged 61
		SP:Iteration 5Q (48210.620000 sec): 3 clusters
  Score: Raw -178737.042907 + Penalty 2454.988527 = -176282.054381
  nChanged 48
		SP:Iteration 6Q (48210.720000 sec): 3 clusters
  Score: Raw -178788.969206 + Penalty 2454.988527 = -176333.980679
  nChanged 49
		SP:Iteration 7Q (48210.830000 sec): 3 clusters
  Score: Raw -178834.510756 + Penalty 2454.988527 = -176379.522229
  nChanged 53
		SP:Iteration 8Q (48210.960000 sec): 3 clusters
  Score: Raw -178879.614089 + Penalty 2454.988527 = -176424.625562
  nChanged 46
		SP:Iteration 9Q (48211.060000 sec): 3 clusters
  Score: Raw -178917.760821 + Penalty 2454.988527 = -176462.772294
  nChanged 45
		SP:Iteration 10Q (48211.210000 sec): 3 clusters
  Score: Raw -178973.595641 + Penalty 2454.988527 = -176518.607115
  nChanged 61
		SP:Iteration 11Q (48211.340000 sec): 3 clusters
  Score: Raw -179048.253500 + Penalty 2454.988527 = -176593.264973
  nChanged 62
		SP:Iteration 12Q (48211.430000 sec): 3 clusters
  Score: Raw -179128.167113 + Penalty 2454.988527 = -176673.178586
  nChanged 73
		SP:Iteration 13Q (48211.530000 sec): 3 clusters
  Score: Raw -179204.069926 + Penalty 2454.988527 = -176749.081399
  nChanged 53
		SP:Iteration 14Q (48211.630000 sec): 3 clusters
  Score: Raw -179258.972270 + Penalty 2454.988527 = -176803.983743
  nChanged 44
		SP:Iteration 15Q (48211.740000 sec): 3 clusters
  Score: Raw -179299.904096 + Penalty 2454.988527 = -176844.915569
  nChanged 35
		SP:Iteration 16Q (48211.850000 sec): 3 clusters
  Score: Raw -179328.054044 + Penalty 2454.988527 = -176873.065517
  nChanged 35
		SP:Iteration 17Q (48211.990000 sec): 3 clusters
  Score: Raw -179359.660371 + Penalty 2454.988527 = -176904.671844
  nChanged 31
		SP:Iteration 18Q (48212.090000 sec): 3 clusters
  Score: Raw -179388.245898 + Penalty 2454.988527 = -176933.257371
  nChanged 22
		SP:Iteration 19Q (48212.180000 sec): 3 clusters
  Score: Raw -179407.392959 + Penalty 2454.988527 = -176952.404432
  nChanged 15
		SP:Iteration 20F (48212.280000 sec): 3 clusters
  Score: Raw -179425.352230 + Penalty 2454.988527 = -176970.363703
  nChanged 15
		SP:Iteration 21Q (48212.390000 sec): 3 clusters
  Score: Raw -179442.376000 + Penalty 2454.988527 = -176987.387473
  nChanged 10
		SP:Iteration 22Q (48212.520000 sec): 3 clusters
  Score: Raw -179452.594303 + Penalty 2454.988527 = -176997.605776
  nChanged 10
		SP:Iteration 23Q (48212.620000 sec): 3 clusters
  Score: Raw -179458.199739 + Penalty 2454.988527 = -177003.211212
  nChanged 6
		SP:Iteration 24Q (48212.740000 sec): 3 clusters
  Score: Raw -179460.824834 + Penalty 2454.988527 = -177005.836307
  nChanged 4
		SP:Iteration 25Q (48212.870000 sec): 3 clusters
  Score: Raw -179462.403422 + Penalty 2454.988527 = -177007.414896
  nChanged 3
		SP:Iteration 26Q (48212.990000 sec): 3 clusters
  Score: Raw -179464.935659 + Penalty 2454.988527 = -177009.947133
  nChanged 4
		SP:Iteration 27Q (48213.140000 sec): 3 clusters
  Score: Raw -179469.280177 + Penalty 2454.988527 = -177014.291650
  nChanged 4
		SP:Iteration 28Q (48213.250000 sec): 3 clusters
  Score: Raw -179472.121255 + Penalty 2454.988527 = -177017.132728
  nChanged 5
		SP:Iteration 29Q (48213.380000 sec): 3 clusters
  Score: Raw -179475.015498 + Penalty 2454.988527 = -177020.026971
  nChanged 11
		SP:Iteration 30Q (48213.570000 sec): 3 clusters
  Score: Raw -179480.977241 + Penalty 2454.988527 = -177025.988715
  nChanged 7
		SP:Iteration 31Q (48213.680000 sec): 3 clusters
  Score: Raw -179484.937282 + Penalty 2454.988527 = -177029.948755
  nChanged 6
		SP:Iteration 32Q (48213.770000 sec): 3 clusters
  Score: Raw -179488.604306 + Penalty 2454.988527 = -177033.615780
  nChanged 2
		SP:Iteration 33Q (48213.900000 sec): 3 clusters
  Score: Raw -179490.716930 + Penalty 2454.988527 = -177035.728403
  nChanged 1
		SP:Iteration 34Q (48214.010000 sec): 3 clusters
  Score: Raw -179492.337960 + Penalty 2454.988527 = -177037.349433
  nChanged 3
		SP:Iteration 35Q (48214.110000 sec): 3 clusters
  Score: Raw -179494.617198 + Penalty 2454.988527 = -177039.628671
  nChanged 4
		SP:Iteration 36Q (48214.220000 sec): 3 clusters
  Score: Raw -179496.898330 + Penalty 2454.988527 = -177041.909803
  nChanged 2
		SP:Iteration 37Q (48214.340000 sec): 3 clusters
  Score: Raw -179497.871412 + Penalty 2454.988527 = -177042.882885
  nChanged 0
		SP:Iteration 38F (48214.440000 sec): 3 clusters
  Score: Raw -179497.871412 + Penalty 2454.988527 = -177042.882885
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48214.520000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48214.620000 sec): 3 clusters
  Score: Raw -121132.911633 + Penalty 2290.725583 = -118842.186050
  nChanged 379
		SP:Iteration 1F (48214.750000 sec): 3 clusters
  Score: Raw -121498.807797 + Penalty 2290.725583 = -119208.082214
  nChanged 96
		SP:Iteration 2F (48214.880000 sec): 3 clusters
  Score: Raw -121645.365281 + Penalty 2290.725583 = -119354.639698
  nChanged 66
		SP:Iteration 3F (48214.990000 sec): 3 clusters
  Score: Raw -121735.754757 + Penalty 2290.725583 = -119445.029174
  nChanged 56
		SP:Iteration 4Q (48215.100000 sec): 3 clusters
  Score: Raw -121800.847982 + Penalty 2290.725583 = -119510.122399
  nChanged 31
		SP:Iteration 5Q (48215.250000 sec): 3 clusters
  Score: Raw -121831.293948 + Penalty 2290.725583 = -119540.568366
  nChanged 27
		SP:Iteration 6Q (48215.360000 sec): 3 clusters
  Score: Raw -121873.210692 + Penalty 2290.725583 = -119582.485109
  nChanged 26
		SP:Iteration 7Q (48215.490000 sec): 3 clusters
  Score: Raw -121896.195655 + Penalty 2290.725583 = -119605.470072
  nChanged 23
		SP:Iteration 8Q (48215.600000 sec): 3 clusters
  Score: Raw -121920.823603 + Penalty 2290.725583 = -119630.098020
  nChanged 16
		SP:Iteration 9Q (48215.700000 sec): 3 clusters
  Score: Raw -121935.151735 + Penalty 2290.725583 = -119644.426152
  nChanged 11
		SP:Iteration 10Q (48215.800000 sec): 3 clusters
  Score: Raw -121948.387566 + Penalty 2290.725583 = -119657.661983
  nChanged 10
		SP:Iteration 11Q (48215.920000 sec): 3 clusters
  Score: Raw -121954.150143 + Penalty 2290.725583 = -119663.424560
  nChanged 4
		SP:Iteration 12Q (48216.020000 sec): 3 clusters
  Score: Raw -121957.205252 + Penalty 2290.725583 = -119666.479669
  nChanged 5
		SP:Iteration 13Q (48216.130000 sec): 3 clusters
  Score: Raw -121960.856702 + Penalty 2290.725583 = -119670.131119
  nChanged 1
		SP:Iteration 14Q (48216.240000 sec): 3 clusters
  Score: Raw -121961.459645 + Penalty 2290.725583 = -119670.734062
  nChanged 2
		SP:Iteration 15Q (48216.400000 sec): 3 clusters
  Score: Raw -121963.501938 + Penalty 2290.725583 = -119672.776355
  nChanged 2
		SP:Iteration 16Q (48216.510000 sec): 3 clusters
  Score: Raw -121965.911438 + Penalty 2290.725583 = -119675.185855
  nChanged 4
		SP:Iteration 17Q (48216.620000 sec): 3 clusters
  Score: Raw -121968.395257 + Penalty 2290.725583 = -119677.669675
  nChanged 3
		SP:Iteration 18Q (48216.760000 sec): 3 clusters
  Score: Raw -121970.717212 + Penalty 2290.725583 = -119679.991629
  nChanged 2
		SP:Iteration 19Q (48216.880000 sec): 3 clusters
  Score: Raw -121972.006948 + Penalty 2290.725583 = -119681.281365
  nChanged 0
		SP:Iteration 20F (48216.990000 sec): 3 clusters
  Score: Raw -121972.006948 + Penalty 2290.725583 = -119681.281365
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48217.080000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48217.200000 sec): 3 clusters
  Score: Raw -120797.060857 + Penalty 2288.743006 = -118508.317851
  nChanged 352
		SP:Iteration 1F (48217.300000 sec): 3 clusters
  Score: Raw -121138.581585 + Penalty 2288.743006 = -118849.838579
  nChanged 102
		SP:Iteration 2F (48217.430000 sec): 3 clusters
  Score: Raw -121319.746904 + Penalty 2288.743006 = -119031.003898
  nChanged 74
		SP:Iteration 3F (48217.580000 sec): 3 clusters
  Score: Raw -121441.344389 + Penalty 2288.743006 = -119152.601383
  nChanged 47
		SP:Iteration 4Q (48217.680000 sec): 3 clusters
  Score: Raw -121506.671127 + Penalty 2288.743006 = -119217.928121
  nChanged 47
		SP:Iteration 5Q (48217.810000 sec): 3 clusters
  Score: Raw -121554.100980 + Penalty 2288.743006 = -119265.357974
  nChanged 17
		SP:Iteration 6Q (48217.950000 sec): 3 clusters
  Score: Raw -121569.896123 + Penalty 2288.743006 = -119281.153117
  nChanged 17
		SP:Iteration 7Q (48218.050000 sec): 3 clusters
  Score: Raw -121586.175183 + Penalty 2288.743006 = -119297.432177
  nChanged 15
		SP:Iteration 8Q (48218.160000 sec): 3 clusters
  Score: Raw -121599.836595 + Penalty 2288.743006 = -119311.093589
  nChanged 12
		SP:Iteration 9Q (48218.270000 sec): 3 clusters
  Score: Raw -121609.758813 + Penalty 2288.743006 = -119321.015807
  nChanged 7
		SP:Iteration 10Q (48218.380000 sec): 3 clusters
  Score: Raw -121615.246110 + Penalty 2288.743006 = -119326.503104
  nChanged 3
		SP:Iteration 11Q (48218.530000 sec): 3 clusters
  Score: Raw -121616.627762 + Penalty 2288.743006 = -119327.884756
  nChanged 1
		SP:Iteration 12Q (48218.690000 sec): 3 clusters
  Score: Raw -121617.479011 + Penalty 2288.743006 = -119328.736005
  nChanged 2
		SP:Iteration 13Q (48218.870000 sec): 3 clusters
  Score: Raw -121619.971439 + Penalty 2288.743006 = -119331.228433
  nChanged 4
		SP:Iteration 14Q (48219.050000 sec): 3 clusters
  Score: Raw -121625.511869 + Penalty 2288.743006 = -119336.768863
  nChanged 1
		SP:Iteration 15Q (48219.150000 sec): 3 clusters
  Score: Raw -121626.461145 + Penalty 2288.743006 = -119337.718139
  nChanged 2
		SP:Iteration 16Q (48219.290000 sec): 3 clusters
  Score: Raw -121628.289091 + Penalty 2288.743006 = -119339.546085
  nChanged 1
		SP:Iteration 17Q (48219.470000 sec): 3 clusters
  Score: Raw -121628.686449 + Penalty 2288.743006 = -119339.943443
  nChanged 0
		SP:Iteration 18F (48219.570000 sec): 3 clusters
  Score: Raw -121628.686449 + Penalty 2288.743006 = -119339.943443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48219.660000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48219.770000 sec): 3 clusters
  Score: Raw -26964.308436 + Penalty 1819.487137 = -25144.821300
  nChanged 60
		SP:Iteration 1F (48219.870000 sec): 3 clusters
  Score: Raw -27129.462609 + Penalty 1819.487137 = -25309.975472
  nChanged 11
		SP:Iteration 2Q (48219.990000 sec): 3 clusters
  Score: Raw -27169.473374 + Penalty 1819.487137 = -25349.986237
  nChanged 5
		SP:Iteration 3Q (48220.110000 sec): 3 clusters
  Score: Raw -27182.892148 + Penalty 1819.487137 = -25363.405011
  nChanged 4
		SP:Iteration 4Q (48220.190000 sec): 3 clusters
  Score: Raw -27187.640108 + Penalty 1819.487137 = -25368.152972
  nChanged 0
		SP:Iteration 5F (48220.300000 sec): 3 clusters
  Score: Raw -27187.640108 + Penalty 1819.487137 = -25368.152972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (352722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48222.460000 sec): 2 clusters
  Score: Raw -38130535.465344 + Penalty 2075.683267 = -38128459.782076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48224.980000 sec): 3 clusters
  Score: Raw -37894037.329757 + Penalty 4151.366534 = -37889885.963223
  nChanged 172184
		SP:Iteration 1F (48227.650000 sec): 3 clusters
  Score: Raw -37998016.250620 + Penalty 4151.366534 = -37993864.884086
  nChanged 12425
		SP:Iteration 2Q (48230.470000 sec): 3 clusters
  Score: Raw -38002015.386678 + Penalty 4151.366534 = -37997864.020143
  nChanged 14776
		SP:Iteration 3Q (48233.100000 sec): 3 clusters
  Score: Raw -38008378.758619 + Penalty 4151.366534 = -38004227.392084
  nChanged 18884
		SP:Iteration 4F (48235.650000 sec): 3 clusters
  Score: Raw -38019081.672837 + Penalty 4151.366534 = -38014930.306303
  nChanged 24552
		SP:Iteration 5F (48238.190000 sec): 3 clusters
  Score: Raw -38036649.633477 + Penalty 4151.366534 = -38032498.266943
  nChanged 29600
		SP:Iteration 6F (48241.000000 sec): 3 clusters
  Score: Raw -38061883.410992 + Penalty 4151.366534 = -38057732.044457
  nChanged 29917
		SP:Iteration 7F (48243.710000 sec): 3 clusters
  Score: Raw -38089847.633835 + Penalty 4151.366534 = -38085696.267301
  nChanged 23052
		SP:Iteration 8F (48246.450000 sec): 3 clusters
  Score: Raw -38111803.018571 + Penalty 4151.366534 = -38107651.652037
  nChanged 12922
		SP:Iteration 9Q (48248.940000 sec): 3 clusters
  Score: Raw -38123620.810105 + Penalty 4151.366534 = -38119469.443571
  nChanged 5472
		SP:Iteration 10Q (48251.150000 sec): 3 clusters
  Score: Raw -38128373.918900 + Penalty 4151.366534 = -38124222.552366
  nChanged 1857
		SP:Iteration 11Q (48253.360000 sec): 3 clusters
  Score: Raw -38129918.786727 + Penalty 4151.366534 = -38125767.420192
  nChanged 594
		SP:Iteration 12Q (48255.480000 sec): 3 clusters
  Score: Raw -38130422.111240 + Penalty 4151.366534 = -38126270.744706
  nChanged 230
		SP:Iteration 13Q (48257.610000 sec): 3 clusters
  Score: Raw -38130623.486555 + Penalty 4151.366534 = -38126472.120020
  nChanged 127
		SP:Iteration 14Q (48259.730000 sec): 3 clusters
  Score: Raw -38130743.095458 + Penalty 4151.366534 = -38126591.728924
  nChanged 64
		SP:Iteration 15Q (48261.790000 sec): 3 clusters
  Score: Raw -38130802.600874 + Penalty 4151.366534 = -38126651.234340
  nChanged 57
		SP:Iteration 16Q (48263.720000 sec): 3 clusters
  Score: Raw -38130849.545387 + Penalty 4151.366534 = -38126698.178852
  nChanged 41
		SP:Iteration 17Q (48265.960000 sec): 3 clusters
  Score: Raw -38130874.480310 + Penalty 4151.366534 = -38126723.113775
  nChanged 26
		SP:Iteration 18Q (48267.980000 sec): 3 clusters
  Score: Raw -38130893.884770 + Penalty 4151.366534 = -38126742.518236
  nChanged 29
		SP:Iteration 19Q (48269.950000 sec): 3 clusters
  Score: Raw -38130913.667082 + Penalty 4151.366534 = -38126762.300548
  nChanged 10
		SP:Iteration 20F (48272.080000 sec): 3 clusters
  Score: Raw -38130918.732642 + Penalty 4151.366534 = -38126767.366108
  nChanged 7
		SP:Iteration 21Q (48273.900000 sec): 3 clusters
  Score: Raw -38130923.639061 + Penalty 4151.366534 = -38126772.272527
  nChanged 5
		SP:Iteration 22Q (48275.980000 sec): 3 clusters
  Score: Raw -38130925.702965 + Penalty 4151.366534 = -38126774.336430
  nChanged 5
		SP:Iteration 23Q (48277.900000 sec): 3 clusters
  Score: Raw -38130927.884650 + Penalty 4151.366534 = -38126776.518116
  nChanged 4
		SP:Iteration 24Q (48279.670000 sec): 3 clusters
  Score: Raw -38130930.167487 + Penalty 4151.366534 = -38126778.800953
  nChanged 2
		SP:Iteration 25Q (48281.710000 sec): 3 clusters
  Score: Raw -38130931.406079 + Penalty 4151.366534 = -38126780.039545
  nChanged 4
		SP:Iteration 26Q (48283.760000 sec): 3 clusters
  Score: Raw -38130932.875886 + Penalty 4151.366534 = -38126781.509352
  nChanged 1
		SP:Iteration 27Q (48286.080000 sec): 3 clusters
  Score: Raw -38130933.042668 + Penalty 4151.366534 = -38126781.676134
  nChanged 3
		SP:Iteration 28Q (48288.410000 sec): 3 clusters
  Score: Raw -38130935.440347 + Penalty 4151.366534 = -38126784.073813
  nChanged 4
		SP:Iteration 29Q (48290.650000 sec): 3 clusters
  Score: Raw -38130938.040072 + Penalty 4151.366534 = -38126786.673538
  nChanged 3
		SP:Iteration 30Q (48292.870000 sec): 3 clusters
  Score: Raw -38130939.974985 + Penalty 4151.366534 = -38126788.608450
  nChanged 4
		SP:Iteration 31Q (48294.910000 sec): 3 clusters
  Score: Raw -38130942.729456 + Penalty 4151.366534 = -38126791.362922
  nChanged 3
		SP:Iteration 32Q (48297.000000 sec): 3 clusters
  Score: Raw -38130944.331737 + Penalty 4151.366534 = -38126792.965203
  nChanged 4
		SP:Iteration 33Q (48299.270000 sec): 3 clusters
  Score: Raw -38130946.635852 + Penalty 4151.366534 = -38126795.269318
  nChanged 2
		SP:Iteration 34Q (48301.430000 sec): 3 clusters
  Score: Raw -38130947.340683 + Penalty 4151.366534 = -38126795.974149
  nChanged 2
		SP:Iteration 35Q (48303.760000 sec): 3 clusters
  Score: Raw -38130949.019905 + Penalty 4151.366534 = -38126797.653371
  nChanged 1
		SP:Iteration 36Q (48305.830000 sec): 3 clusters
  Score: Raw -38130950.028166 + Penalty 4151.366534 = -38126798.661631
  nChanged 1
		SP:Iteration 37Q (48307.990000 sec): 3 clusters
  Score: Raw -38130950.276525 + Penalty 4151.366534 = -38126798.909991
  nChanged 0
		SP:Iteration 38F (48310.680000 sec): 3 clusters
  Score: Raw -38130950.276525 + Penalty 4151.366534 = -38126798.909991
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48310.920000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48311.090000 sec): 3 clusters
  Score: Raw -55260.163233 + Penalty 2023.624418 = -53236.538815
  nChanged 120
		SP:Iteration 1F (48311.210000 sec): 3 clusters
  Score: Raw -55404.408297 + Penalty 2023.624418 = -53380.783880
  nChanged 23
		SP:Iteration 2Q (48311.360000 sec): 3 clusters
  Score: Raw -55446.903645 + Penalty 2023.624418 = -53423.279227
  nChanged 17
		SP:Iteration 3Q (48311.490000 sec): 3 clusters
  Score: Raw -55469.551669 + Penalty 2023.624418 = -53445.927252
  nChanged 4
		SP:Iteration 4Q (48311.570000 sec): 3 clusters
  Score: Raw -55476.817518 + Penalty 2023.624418 = -53453.193100
  nChanged 5
		SP:Iteration 5Q (48311.670000 sec): 3 clusters
  Score: Raw -55482.294700 + Penalty 2023.624418 = -53458.670283
  nChanged 3
		SP:Iteration 6Q (48311.810000 sec): 3 clusters
  Score: Raw -55486.133030 + Penalty 2023.624418 = -53462.508613
  nChanged 1
		SP:Iteration 7Q (48311.930000 sec): 3 clusters
  Score: Raw -55487.909606 + Penalty 2023.624418 = -53464.285188
  nChanged 0
		SP:Iteration 8F (48312.050000 sec): 3 clusters
  Score: Raw -55487.909606 + Penalty 2023.624418 = -53464.285188
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48312.120000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48312.230000 sec): 3 clusters
  Score: Raw -50105.418865 + Penalty 1994.058590 = -48111.360276
  nChanged 89
		SP:Iteration 1F (48312.350000 sec): 3 clusters
  Score: Raw -50258.234458 + Penalty 1994.058590 = -48264.175868
  nChanged 22
		SP:Iteration 2Q (48312.460000 sec): 3 clusters
  Score: Raw -50294.159471 + Penalty 1994.058590 = -48300.100881
  nChanged 12
		SP:Iteration 3Q (48312.570000 sec): 3 clusters
  Score: Raw -50321.916673 + Penalty 1994.058590 = -48327.858084
  nChanged 9
		SP:Iteration 4Q (48312.690000 sec): 3 clusters
  Score: Raw -50338.571385 + Penalty 1994.058590 = -48344.512795
  nChanged 5
		SP:Iteration 5Q (48312.800000 sec): 3 clusters
  Score: Raw -50344.072129 + Penalty 1994.058590 = -48350.013540
  nChanged 3
		SP:Iteration 6Q (48312.930000 sec): 3 clusters
  Score: Raw -50351.848599 + Penalty 1994.058590 = -48357.790009
  nChanged 5
		SP:Iteration 7Q (48313.060000 sec): 3 clusters
  Score: Raw -50356.906297 + Penalty 1994.058590 = -48362.847708
  nChanged 3
		SP:Iteration 8Q (48313.200000 sec): 3 clusters
  Score: Raw -50359.484299 + Penalty 1994.058590 = -48365.425709
  nChanged 0
		SP:Iteration 9F (48313.340000 sec): 3 clusters
  Score: Raw -50359.484299 + Penalty 1994.058590 = -48365.425709
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48313.450000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48313.560000 sec): 3 clusters
  Score: Raw -283444.479680 + Penalty 2564.195969 = -280880.283711
  nChanged 1009
		SP:Iteration 1F (48313.670000 sec): 3 clusters
  Score: Raw -284037.932162 + Penalty 2564.195969 = -281473.736192
  nChanged 215
		SP:Iteration 2F (48313.790000 sec): 3 clusters
  Score: Raw -284174.881565 + Penalty 2564.195969 = -281610.685596
  nChanged 125
		SP:Iteration 3Q (48313.980000 sec): 3 clusters
  Score: Raw -284259.212572 + Penalty 2564.195969 = -281695.016603
  nChanged 127
		SP:Iteration 4Q (48314.090000 sec): 3 clusters
  Score: Raw -284363.049868 + Penalty 2564.195969 = -281798.853899
  nChanged 112
		SP:Iteration 5Q (48314.200000 sec): 3 clusters
  Score: Raw -284440.104135 + Penalty 2564.195969 = -281875.908166
  nChanged 109
		SP:Iteration 6Q (48314.310000 sec): 3 clusters
  Score: Raw -284507.980187 + Penalty 2564.195969 = -281943.784218
  nChanged 92
		SP:Iteration 7Q (48314.430000 sec): 3 clusters
  Score: Raw -284569.434753 + Penalty 2564.195969 = -282005.238783
  nChanged 71
		SP:Iteration 8Q (48314.550000 sec): 3 clusters
  Score: Raw -284613.551901 + Penalty 2564.195969 = -282049.355932
  nChanged 56
		SP:Iteration 9Q (48314.670000 sec): 3 clusters
  Score: Raw -284646.242187 + Penalty 2564.195969 = -282082.046218
  nChanged 40
		SP:Iteration 10Q (48314.780000 sec): 3 clusters
  Score: Raw -284666.888724 + Penalty 2564.195969 = -282102.692755
  nChanged 32
		SP:Iteration 11Q (48314.890000 sec): 3 clusters
  Score: Raw -284681.901341 + Penalty 2564.195969 = -282117.705372
  nChanged 34
		SP:Iteration 12Q (48315.010000 sec): 3 clusters
  Score: Raw -284700.044144 + Penalty 2564.195969 = -282135.848175
  nChanged 32
		SP:Iteration 13Q (48315.130000 sec): 3 clusters
  Score: Raw -284715.086560 + Penalty 2564.195969 = -282150.890590
  nChanged 25
		SP:Iteration 14Q (48315.300000 sec): 3 clusters
  Score: Raw -284727.430192 + Penalty 2564.195969 = -282163.234223
  nChanged 25
		SP:Iteration 15Q (48315.440000 sec): 3 clusters
  Score: Raw -284737.626221 + Penalty 2564.195969 = -282173.430252
  nChanged 17
		SP:Iteration 16Q (48315.550000 sec): 3 clusters
  Score: Raw -284744.610666 + Penalty 2564.195969 = -282180.414697
  nChanged 15
		SP:Iteration 17Q (48315.660000 sec): 3 clusters
  Score: Raw -284753.316021 + Penalty 2564.195969 = -282189.120052
  nChanged 17
		SP:Iteration 18Q (48315.810000 sec): 3 clusters
  Score: Raw -284763.351098 + Penalty 2564.195969 = -282199.155129
  nChanged 13
		SP:Iteration 19Q (48315.920000 sec): 3 clusters
  Score: Raw -284770.946677 + Penalty 2564.195969 = -282206.750708
  nChanged 13
		SP:Iteration 20F (48316.030000 sec): 3 clusters
  Score: Raw -284776.897587 + Penalty 2564.195969 = -282212.701618
  nChanged 15
		SP:Iteration 21Q (48316.130000 sec): 3 clusters
  Score: Raw -284785.133690 + Penalty 2564.195969 = -282220.937720
  nChanged 11
		SP:Iteration 22Q (48316.240000 sec): 3 clusters
  Score: Raw -284790.269539 + Penalty 2564.195969 = -282226.073570
  nChanged 8
		SP:Iteration 23Q (48316.350000 sec): 3 clusters
  Score: Raw -284793.800349 + Penalty 2564.195969 = -282229.604380
  nChanged 7
		SP:Iteration 24Q (48316.460000 sec): 3 clusters
  Score: Raw -284797.529759 + Penalty 2564.195969 = -282233.333790
  nChanged 9
		SP:Iteration 25Q (48316.570000 sec): 3 clusters
  Score: Raw -284803.053063 + Penalty 2564.195969 = -282238.857093
  nChanged 7
		SP:Iteration 26Q (48316.680000 sec): 3 clusters
  Score: Raw -284807.246617 + Penalty 2564.195969 = -282243.050648
  nChanged 9
		SP:Iteration 27Q (48316.790000 sec): 3 clusters
  Score: Raw -284810.587462 + Penalty 2564.195969 = -282246.391493
  nChanged 9
		SP:Iteration 28Q (48316.910000 sec): 3 clusters
  Score: Raw -284815.669564 + Penalty 2564.195969 = -282251.473595
  nChanged 4
		SP:Iteration 29Q (48317.030000 sec): 3 clusters
  Score: Raw -284818.259402 + Penalty 2564.195969 = -282254.063433
  nChanged 7
		SP:Iteration 30Q (48317.170000 sec): 3 clusters
  Score: Raw -284824.220796 + Penalty 2564.195969 = -282260.024827
  nChanged 13
		SP:Iteration 31Q (48317.310000 sec): 3 clusters
  Score: Raw -284836.536245 + Penalty 2564.195969 = -282272.340276
  nChanged 12
		SP:Iteration 32Q (48317.460000 sec): 3 clusters
  Score: Raw -284846.520534 + Penalty 2564.195969 = -282282.324565
  nChanged 10
		SP:Iteration 33Q (48317.600000 sec): 3 clusters
  Score: Raw -284853.923443 + Penalty 2564.195969 = -282289.727474
  nChanged 14
		SP:Iteration 34Q (48317.760000 sec): 3 clusters
  Score: Raw -284861.965361 + Penalty 2564.195969 = -282297.769391
  nChanged 8
		SP:Iteration 35Q (48317.870000 sec): 3 clusters
  Score: Raw -284866.535340 + Penalty 2564.195969 = -282302.339371
  nChanged 5
		SP:Iteration 36Q (48317.990000 sec): 3 clusters
  Score: Raw -284869.427715 + Penalty 2564.195969 = -282305.231746
  nChanged 4
		SP:Iteration 37Q (48318.120000 sec): 3 clusters
  Score: Raw -284871.558445 + Penalty 2564.195969 = -282307.362476
  nChanged 2
		SP:Iteration 38Q (48318.310000 sec): 3 clusters
  Score: Raw -284873.313957 + Penalty 2564.195969 = -282309.117988
  nChanged 2
		SP:Iteration 39Q (48318.430000 sec): 3 clusters
  Score: Raw -284873.963582 + Penalty 2564.195969 = -282309.767613
  nChanged 0
		SP:Iteration 40F (48318.590000 sec): 3 clusters
  Score: Raw -284873.963582 + Penalty 2564.195969 = -282309.767613
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48318.630000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48318.760000 sec): 3 clusters
  Score: Raw -51886.235980 + Penalty 2003.077311 = -49883.158669
  nChanged 106
		SP:Iteration 1F (48318.890000 sec): 3 clusters
  Score: Raw -52058.196147 + Penalty 2003.077311 = -50055.118836
  nChanged 24
		SP:Iteration 2F (48319.010000 sec): 3 clusters
  Score: Raw -52107.473067 + Penalty 2003.077311 = -50104.395755
  nChanged 10
		SP:Iteration 3Q (48319.140000 sec): 3 clusters
  Score: Raw -52125.348936 + Penalty 2003.077311 = -50122.271624
  nChanged 8
		SP:Iteration 4Q (48319.260000 sec): 3 clusters
  Score: Raw -52137.667378 + Penalty 2003.077311 = -50134.590066
  nChanged 3
		SP:Iteration 5Q (48319.390000 sec): 3 clusters
  Score: Raw -52141.683903 + Penalty 2003.077311 = -50138.606592
  nChanged 1
		SP:Iteration 6Q (48319.530000 sec): 3 clusters
  Score: Raw -52142.409195 + Penalty 2003.077311 = -50139.331884
  nChanged 0
		SP:Iteration 7F (48319.670000 sec): 3 clusters
  Score: Raw -52142.409195 + Penalty 2003.077311 = -50139.331884
  nChanged 0
Iteration 339Q (48530.330000 sec): 82 clusters
  Score: Raw -134118316.629427 + Penalty 184866.940148 = -133933449.689279
  nChanged 149
Iteration 340F (48846.530000 sec): 82 clusters
  Score: Raw -134118319.463939 + Penalty 184866.940148 = -133933452.523791
  nChanged 141
Iteration 341Q (49013.620000 sec): 82 clusters
  Score: Raw -134118322.141027 + Penalty 184866.940148 = -133933455.200879
  nChanged 142
Iteration 342Q (49176.290000 sec): 82 clusters
  Score: Raw -134118325.171964 + Penalty 184866.940148 = -133933458.231817
  nChanged 148
Iteration 343Q (49329.680000 sec): 82 clusters
  Score: Raw -134118328.149509 + Penalty 184866.940148 = -133933461.209361
  nChanged 136
Iteration 344Q (49486.980000 sec): 82 clusters
  Score: Raw -134118331.167332 + Penalty 184866.940148 = -133933464.227184
  nChanged 146
Iteration 345Q (49635.290000 sec): 82 clusters
  Score: Raw -134118334.512111 + Penalty 184866.940148 = -133933467.571963
  nChanged 165
Iteration 346Q (49793.110000 sec): 82 clusters
  Score: Raw -134118338.000090 + Penalty 184866.940148 = -133933471.059942
  nChanged 181
Iteration 347Q (49953.800000 sec): 82 clusters
  Score: Raw -134118341.321793 + Penalty 184866.940148 = -133933474.381645
  nChanged 170
Iteration 348Q (50107.710000 sec): 82 clusters
  Score: Raw -134118344.251285 + Penalty 184866.940148 = -133933477.311137
  nChanged 204
Iteration 349Q (50267.110000 sec): 82 clusters
  Score: Raw -134118348.001140 + Penalty 184866.940148 = -133933481.060992
  nChanged 186
Iteration 350Q (50423.680000 sec): 82 clusters
  Score: Raw -134118351.018684 + Penalty 184866.940148 = -133933484.078536
  nChanged 187
Iteration 351Q (50581.080000 sec): 82 clusters
  Score: Raw -134118353.573844 + Penalty 184866.940148 = -133933486.633696
  nChanged 162
Iteration 352Q (50741.360000 sec): 82 clusters
  Score: Raw -134118355.963346 + Penalty 184866.940148 = -133933489.023198
  nChanged 171
Iteration 353Q (50901.940000 sec): 82 clusters
  Score: Raw -134118358.301690 + Penalty 184866.940148 = -133933491.361542
  nChanged 155
Iteration 354Q (51061.350000 sec): 82 clusters
  Score: Raw -134118360.680130 + Penalty 184866.940148 = -133933493.739982
  nChanged 163
Iteration 355Q (51212.460000 sec): 82 clusters
  Score: Raw -134118363.316399 + Penalty 184866.940148 = -133933496.376251
  nChanged 152
Iteration 356Q (51372.650000 sec): 82 clusters
  Score: Raw -134118365.251001 + Penalty 184866.940148 = -133933498.310853
  nChanged 171
Iteration 357Q (51531.520000 sec): 82 clusters
  Score: Raw -134118367.470362 + Penalty 184866.940148 = -133933500.530214
  nChanged 164
Iteration 358Q (51687.340000 sec): 82 clusters
  Score: Raw -134118369.704860 + Penalty 184866.940148 = -133933502.764712
  nChanged 151
Iteration 359Q (51840.100000 sec): 82 clusters
  Score: Raw -134118371.444868 + Penalty 184866.940148 = -133933504.504721
  nChanged 153
Iteration 360F (52080.600000 sec): 82 clusters
  Score: Raw -134118373.531588 + Penalty 184866.940148 = -133933506.591440
  nChanged 116
Iteration 361Q (52230.730000 sec): 82 clusters
  Score: Raw -134118375.278022 + Penalty 184866.940148 = -133933508.337874
  nChanged 120
Iteration 362Q (52383.320000 sec): 82 clusters
  Score: Raw -134118376.675778 + Penalty 184866.940148 = -133933509.735630
  nChanged 126
Iteration 363Q (52545.570000 sec): 82 clusters
  Score: Raw -134118377.820097 + Penalty 184866.940148 = -133933510.879949
  nChanged 123
Iteration 364Q (52700.950000 sec): 82 clusters
  Score: Raw -134118379.160831 + Penalty 184866.940148 = -133933512.220683
  nChanged 137
Iteration 365Q (52857.210000 sec): 82 clusters
  Score: Raw -134118380.784172 + Penalty 184866.940148 = -133933513.844024
  nChanged 128
Iteration 366Q (53013.590000 sec): 82 clusters
  Score: Raw -134118382.280284 + Penalty 184866.940148 = -133933515.340136
  nChanged 122
Iteration 367Q (53171.400000 sec): 82 clusters
  Score: Raw -134118383.496735 + Penalty 184866.940148 = -133933516.556587
  nChanged 130
Iteration 368Q (53328.270000 sec): 82 clusters
  Score: Raw -134118385.170722 + Penalty 184866.940148 = -133933518.230575
  nChanged 137
Iteration 369Q (53478.820000 sec): 82 clusters
  Score: Raw -134118386.409150 + Penalty 184866.940148 = -133933519.469002
  nChanged 126
Iteration 370Q (53643.020000 sec): 82 clusters
  Score: Raw -134118388.229037 + Penalty 184866.940148 = -133933521.288889
  nChanged 122
Iteration 371Q (53802.600000 sec): 82 clusters
  Score: Raw -134118389.656867 + Penalty 184866.940148 = -133933522.716719
  nChanged 119
Iteration 372Q (53963.020000 sec): 82 clusters
  Score: Raw -134118391.011500 + Penalty 184866.940148 = -133933524.071352
  nChanged 119
Iteration 373Q (54124.330000 sec): 82 clusters
  Score: Raw -134118392.171595 + Penalty 184866.940148 = -133933525.231447
  nChanged 122
Iteration 374Q (54291.020000 sec): 82 clusters
  Score: Raw -134118393.578365 + Penalty 184866.940148 = -133933526.638217
  nChanged 125
Iteration 375Q (54454.290000 sec): 82 clusters
  Score: Raw -134118395.050719 + Penalty 184866.940148 = -133933528.110571
  nChanged 123
Iteration 376Q (54618.510000 sec): 82 clusters
  Score: Raw -134118396.551781 + Penalty 184866.940148 = -133933529.611633
  nChanged 123
Iteration 377Q (54779.550000 sec): 82 clusters
  Score: Raw -134118397.873998 + Penalty 184866.940148 = -133933530.933850
  nChanged 120
Iteration 378Q (54940.200000 sec): 82 clusters
  Score: Raw -134118399.239217 + Penalty 184866.940148 = -133933532.299069
  nChanged 108
Writing temp clu file 
Because OldScore, -133933530.933850, is greater than current (better) Score,-133933532.299069 
 Compute initial score before splitting:   Score: Raw -134118399.239217 + Penalty 184866.940148 = -133933532.299069
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54940.780000 sec): 2 clusters
  Score: Raw -846020.695173 + Penalty 1454.987510 = -844565.707663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54941.010000 sec): 3 clusters
  Score: Raw -841792.345965 + Penalty 2909.975021 = -838882.370945
  nChanged 3249
		SP:Iteration 1F (54941.160000 sec): 3 clusters
  Score: Raw -843537.813958 + Penalty 2909.975021 = -840627.838937
  nChanged 514
		SP:Iteration 2F (54941.370000 sec): 3 clusters
  Score: Raw -843793.489108 + Penalty 2909.975021 = -840883.514088
  nChanged 427
		SP:Iteration 3F (54941.530000 sec): 3 clusters
  Score: Raw -843975.024973 + Penalty 2909.975021 = -841065.049953
  nChanged 349
		SP:Iteration 4Q (54941.770000 sec): 3 clusters
  Score: Raw -844134.968848 + Penalty 2909.975021 = -841224.993827
  nChanged 316
		SP:Iteration 5Q (54941.930000 sec): 3 clusters
  Score: Raw -844299.025109 + Penalty 2909.975021 = -841389.050088
  nChanged 322
		SP:Iteration 6Q (54942.140000 sec): 3 clusters
  Score: Raw -844497.741801 + Penalty 2909.975021 = -841587.766780
  nChanged 355
		SP:Iteration 7Q (54942.360000 sec): 3 clusters
  Score: Raw -844717.444655 + Penalty 2909.975021 = -841807.469634
  nChanged 355
		SP:Iteration 8Q (54942.570000 sec): 3 clusters
  Score: Raw -844923.677473 + Penalty 2909.975021 = -842013.702453
  nChanged 336
		SP:Iteration 9Q (54942.750000 sec): 3 clusters
  Score: Raw -845102.067747 + Penalty 2909.975021 = -842192.092727
  nChanged 304
		SP:Iteration 10Q (54942.940000 sec): 3 clusters
  Score: Raw -845265.493563 + Penalty 2909.975021 = -842355.518542
  nChanged 267
		SP:Iteration 11Q (54943.100000 sec): 3 clusters
  Score: Raw -845395.710786 + Penalty 2909.975021 = -842485.735765
  nChanged 244
		SP:Iteration 12Q (54943.250000 sec): 3 clusters
  Score: Raw -845501.154391 + Penalty 2909.975021 = -842591.179371
  nChanged 194
		SP:Iteration 13Q (54943.480000 sec): 3 clusters
  Score: Raw -845583.431700 + Penalty 2909.975021 = -842673.456679
  nChanged 172
		SP:Iteration 14Q (54943.710000 sec): 3 clusters
  Score: Raw -845648.934919 + Penalty 2909.975021 = -842738.959898
  nChanged 142
		SP:Iteration 15Q (54943.920000 sec): 3 clusters
  Score: Raw -845694.385963 + Penalty 2909.975021 = -842784.410943
  nChanged 103
		SP:Iteration 16Q (54944.100000 sec): 3 clusters
  Score: Raw -845727.204937 + Penalty 2909.975021 = -842817.229917
  nChanged 108
		SP:Iteration 17Q (54944.330000 sec): 3 clusters
  Score: Raw -845763.374268 + Penalty 2909.975021 = -842853.399248
  nChanged 95
		SP:Iteration 18Q (54944.580000 sec): 3 clusters
  Score: Raw -845802.679961 + Penalty 2909.975021 = -842892.704941
  nChanged 104
		SP:Iteration 19Q (54944.750000 sec): 3 clusters
  Score: Raw -845849.964566 + Penalty 2909.975021 = -842939.989545
  nChanged 114
		SP:Iteration 20F (54944.950000 sec): 3 clusters
  Score: Raw -845913.666357 + Penalty 2909.975021 = -843003.691336
  nChanged 133
		SP:Iteration 21Q (54945.210000 sec): 3 clusters
  Score: Raw -845994.539058 + Penalty 2909.975021 = -843084.564038
  nChanged 155
		SP:Iteration 22Q (54945.430000 sec): 3 clusters
  Score: Raw -846077.547633 + Penalty 2909.975021 = -843167.572613
  nChanged 153
		SP:Iteration 23Q (54945.620000 sec): 3 clusters
  Score: Raw -846151.306763 + Penalty 2909.975021 = -843241.331742
  nChanged 150
		SP:Iteration 24Q (54945.820000 sec): 3 clusters
  Score: Raw -846243.790591 + Penalty 2909.975021 = -843333.815570
  nChanged 170
		SP:Iteration 25Q (54946.020000 sec): 3 clusters
  Score: Raw -846344.830136 + Penalty 2909.975021 = -843434.855115
  nChanged 159
		SP:Iteration 26Q (54946.200000 sec): 3 clusters
  Score: Raw -846436.791069 + Penalty 2909.975021 = -843526.816049
  nChanged 169
		SP:Iteration 27Q (54946.330000 sec): 3 clusters
  Score: Raw -846527.169234 + Penalty 2909.975021 = -843617.194213
  nChanged 140
		SP:Iteration 28Q (54946.510000 sec): 3 clusters
  Score: Raw -846596.081657 + Penalty 2909.975021 = -843686.106636
  nChanged 113
		SP:Iteration 29Q (54946.670000 sec): 3 clusters
  Score: Raw -846645.202573 + Penalty 2909.975021 = -843735.227552
  nChanged 98
		SP:Iteration 30Q (54946.940000 sec): 3 clusters
  Score: Raw -846683.770549 + Penalty 2909.975021 = -843773.795528
  nChanged 77
		SP:Iteration 31Q (54947.170000 sec): 3 clusters
  Score: Raw -846711.728461 + Penalty 2909.975021 = -843801.753440
  nChanged 66
		SP:Iteration 32Q (54947.340000 sec): 3 clusters
  Score: Raw -846732.340729 + Penalty 2909.975021 = -843822.365708
  nChanged 47
		SP:Iteration 33Q (54947.590000 sec): 3 clusters
  Score: Raw -846742.194347 + Penalty 2909.975021 = -843832.219326
  nChanged 40
		SP:Iteration 34Q (54947.760000 sec): 3 clusters
  Score: Raw -846751.585717 + Penalty 2909.975021 = -843841.610696
  nChanged 30
		SP:Iteration 35Q (54947.940000 sec): 3 clusters
  Score: Raw -846758.980167 + Penalty 2909.975021 = -843849.005146
  nChanged 32
		SP:Iteration 36Q (54948.140000 sec): 3 clusters
  Score: Raw -846765.286826 + Penalty 2909.975021 = -843855.311805
  nChanged 24
		SP:Iteration 37Q (54948.360000 sec): 3 clusters
  Score: Raw -846770.311528 + Penalty 2909.975021 = -843860.336507
  nChanged 21
		SP:Iteration 38Q (54948.540000 sec): 3 clusters
  Score: Raw -846774.203632 + Penalty 2909.975021 = -843864.228611
  nChanged 27
		SP:Iteration 39Q (54948.730000 sec): 3 clusters
  Score: Raw -846779.530277 + Penalty 2909.975021 = -843869.555256
  nChanged 24
		SP:Iteration 40F (54948.960000 sec): 3 clusters
  Score: Raw -846784.785250 + Penalty 2909.975021 = -843874.810230
  nChanged 28
		SP:Iteration 41Q (54949.090000 sec): 3 clusters
  Score: Raw -846790.191858 + Penalty 2909.975021 = -843880.216837
  nChanged 20
		SP:Iteration 42Q (54949.280000 sec): 3 clusters
  Score: Raw -846793.376553 + Penalty 2909.975021 = -843883.401533
  nChanged 15
		SP:Iteration 43Q (54949.460000 sec): 3 clusters
  Score: Raw -846795.252645 + Penalty 2909.975021 = -843885.277624
  nChanged 10
		SP:Iteration 44Q (54949.670000 sec): 3 clusters
  Score: Raw -846796.067053 + Penalty 2909.975021 = -843886.092032
  nChanged 5
		SP:Iteration 45Q (54949.890000 sec): 3 clusters
  Score: Raw -846796.564750 + Penalty 2909.975021 = -843886.589729
  nChanged 6
		SP:Iteration 46Q (54950.070000 sec): 3 clusters
  Score: Raw -846797.239781 + Penalty 2909.975021 = -843887.264760
  nChanged 0
		SP:Iteration 47F (54950.280000 sec): 3 clusters
  Score: Raw -846797.239781 + Penalty 2909.975021 = -843887.264760
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54950.400000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54950.600000 sec): 3 clusters
  Score: Raw -817853.666927 + Penalty 2907.402504 = -814946.264423
  nChanged 3294
		SP:Iteration 1F (54950.810000 sec): 3 clusters
  Score: Raw -819627.554801 + Penalty 2907.402504 = -816720.152297
  nChanged 517
		SP:Iteration 2F (54951.010000 sec): 3 clusters
  Score: Raw -819867.699628 + Penalty 2907.402504 = -816960.297125
  nChanged 380
		SP:Iteration 3Q (54951.240000 sec): 3 clusters
  Score: Raw -820016.175195 + Penalty 2907.402504 = -817108.772691
  nChanged 274
		SP:Iteration 4Q (54951.430000 sec): 3 clusters
  Score: Raw -820137.478188 + Penalty 2907.402504 = -817230.075684
  nChanged 266
		SP:Iteration 5Q (54951.610000 sec): 3 clusters
  Score: Raw -820278.139267 + Penalty 2907.402504 = -817370.736764
  nChanged 296
		SP:Iteration 6Q (54951.830000 sec): 3 clusters
  Score: Raw -820441.745482 + Penalty 2907.402504 = -817534.342979
  nChanged 340
		SP:Iteration 7Q (54952.050000 sec): 3 clusters
  Score: Raw -820655.677573 + Penalty 2907.402504 = -817748.275069
  nChanged 378
		SP:Iteration 8Q (54952.270000 sec): 3 clusters
  Score: Raw -820940.812478 + Penalty 2907.402504 = -818033.409974
  nChanged 429
		SP:Iteration 9F (54952.490000 sec): 3 clusters
  Score: Raw -821278.131868 + Penalty 2907.402504 = -818370.729364
  nChanged 455
		SP:Iteration 10F (54952.710000 sec): 3 clusters
  Score: Raw -821645.461909 + Penalty 2907.402504 = -818738.059405
  nChanged 439
		SP:Iteration 11F (54952.910000 sec): 3 clusters
  Score: Raw -821946.642743 + Penalty 2907.402504 = -819039.240240
  nChanged 358
		SP:Iteration 12Q (54953.130000 sec): 3 clusters
  Score: Raw -822136.741548 + Penalty 2907.402504 = -819229.339045
  nChanged 235
		SP:Iteration 13Q (54953.330000 sec): 3 clusters
  Score: Raw -822230.768404 + Penalty 2907.402504 = -819323.365900
  nChanged 148
		SP:Iteration 14Q (54953.550000 sec): 3 clusters
  Score: Raw -822275.591599 + Penalty 2907.402504 = -819368.189096
  nChanged 97
		SP:Iteration 15Q (54953.780000 sec): 3 clusters
  Score: Raw -822299.307037 + Penalty 2907.402504 = -819391.904533
  nChanged 63
		SP:Iteration 16Q (54953.970000 sec): 3 clusters
  Score: Raw -822311.052101 + Penalty 2907.402504 = -819403.649597
  nChanged 55
		SP:Iteration 17Q (54954.220000 sec): 3 clusters
  Score: Raw -822320.286397 + Penalty 2907.402504 = -819412.883894
  nChanged 37
		SP:Iteration 18Q (54954.420000 sec): 3 clusters
  Score: Raw -822326.686286 + Penalty 2907.402504 = -819419.283782
  nChanged 33
		SP:Iteration 19Q (54954.530000 sec): 3 clusters
  Score: Raw -822332.682963 + Penalty 2907.402504 = -819425.280459
  nChanged 33
		SP:Iteration 20F (54954.700000 sec): 3 clusters
  Score: Raw -822338.705709 + Penalty 2907.402504 = -819431.303206
  nChanged 32
		SP:Iteration 21Q (54954.930000 sec): 3 clusters
  Score: Raw -822343.708462 + Penalty 2907.402504 = -819436.305958
  nChanged 24
		SP:Iteration 22Q (54955.100000 sec): 3 clusters
  Score: Raw -822346.883636 + Penalty 2907.402504 = -819439.481132
  nChanged 20
		SP:Iteration 23Q (54955.320000 sec): 3 clusters
  Score: Raw -822349.557881 + Penalty 2907.402504 = -819442.155378
  nChanged 10
		SP:Iteration 24Q (54955.510000 sec): 3 clusters
  Score: Raw -822350.704526 + Penalty 2907.402504 = -819443.302022
  nChanged 6
		SP:Iteration 25Q (54955.740000 sec): 3 clusters
  Score: Raw -822351.273991 + Penalty 2907.402504 = -819443.871488
  nChanged 4
		SP:Iteration 26Q (54955.920000 sec): 3 clusters
  Score: Raw -822351.754247 + Penalty 2907.402504 = -819444.351744
  nChanged 2
		SP:Iteration 27Q (54956.100000 sec): 3 clusters
  Score: Raw -822351.935722 + Penalty 2907.402504 = -819444.533219
  nChanged 0
		SP:Iteration 28F (54956.300000 sec): 3 clusters
  Score: Raw -822351.935722 + Penalty 2907.402504 = -819444.533219
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54956.390000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54956.580000 sec): 3 clusters
  Score: Raw -453776.823611 + Penalty 2714.196780 = -451062.626831
  nChanged 1703
		SP:Iteration 1F (54956.770000 sec): 3 clusters
  Score: Raw -454843.867478 + Penalty 2714.196780 = -452129.670698
  nChanged 354
		SP:Iteration 2F (54956.980000 sec): 3 clusters
  Score: Raw -455122.557892 + Penalty 2714.196780 = -452408.361112
  nChanged 292
		SP:Iteration 3F (54957.150000 sec): 3 clusters
  Score: Raw -455357.211936 + Penalty 2714.196780 = -452643.015156
  nChanged 283
		SP:Iteration 4F (54957.330000 sec): 3 clusters
  Score: Raw -455598.294458 + Penalty 2714.196780 = -452884.097678
  nChanged 260
		SP:Iteration 5F (54957.510000 sec): 3 clusters
  Score: Raw -455798.391542 + Penalty 2714.196780 = -453084.194763
  nChanged 202
		SP:Iteration 6Q (54957.720000 sec): 3 clusters
  Score: Raw -455957.940354 + Penalty 2714.196780 = -453243.743574
  nChanged 180
		SP:Iteration 7Q (54957.890000 sec): 3 clusters
  Score: Raw -456075.094341 + Penalty 2714.196780 = -453360.897561
  nChanged 137
		SP:Iteration 8Q (54958.080000 sec): 3 clusters
  Score: Raw -456157.703823 + Penalty 2714.196780 = -453443.507043
  nChanged 119
		SP:Iteration 9Q (54958.270000 sec): 3 clusters
  Score: Raw -456216.011601 + Penalty 2714.196780 = -453501.814821
  nChanged 88
		SP:Iteration 10Q (54958.460000 sec): 3 clusters
  Score: Raw -456253.668571 + Penalty 2714.196780 = -453539.471792
  nChanged 71
		SP:Iteration 11Q (54958.670000 sec): 3 clusters
  Score: Raw -456275.057923 + Penalty 2714.196780 = -453560.861143
  nChanged 41
		SP:Iteration 12Q (54958.860000 sec): 3 clusters
  Score: Raw -456289.799202 + Penalty 2714.196780 = -453575.602423
  nChanged 43
		SP:Iteration 13Q (54959.040000 sec): 3 clusters
  Score: Raw -456303.413723 + Penalty 2714.196780 = -453589.216943
  nChanged 30
		SP:Iteration 14Q (54959.200000 sec): 3 clusters
  Score: Raw -456311.011566 + Penalty 2714.196780 = -453596.814786
  nChanged 17
		SP:Iteration 15Q (54959.420000 sec): 3 clusters
  Score: Raw -456315.537167 + Penalty 2714.196780 = -453601.340387
  nChanged 14
		SP:Iteration 16Q (54959.640000 sec): 3 clusters
  Score: Raw -456319.368907 + Penalty 2714.196780 = -453605.172127
  nChanged 9
		SP:Iteration 17Q (54959.830000 sec): 3 clusters
  Score: Raw -456320.696407 + Penalty 2714.196780 = -453606.499628
  nChanged 9
		SP:Iteration 18Q (54960.030000 sec): 3 clusters
  Score: Raw -456323.606163 + Penalty 2714.196780 = -453609.409383
  nChanged 9
		SP:Iteration 19Q (54960.230000 sec): 3 clusters
  Score: Raw -456325.554964 + Penalty 2714.196780 = -453611.358185
  nChanged 4
		SP:Iteration 20F (54960.410000 sec): 3 clusters
  Score: Raw -456326.841828 + Penalty 2714.196780 = -453612.645049
  nChanged 4
		SP:Iteration 21Q (54960.580000 sec): 3 clusters
  Score: Raw -456327.702140 + Penalty 2714.196780 = -453613.505361
  nChanged 4
		SP:Iteration 22Q (54960.770000 sec): 3 clusters
  Score: Raw -456328.959369 + Penalty 2714.196780 = -453614.762589
  nChanged 5
		SP:Iteration 23Q (54961.000000 sec): 3 clusters
  Score: Raw -456329.708044 + Penalty 2714.196780 = -453615.511264
  nChanged 2
		SP:Iteration 24Q (54961.200000 sec): 3 clusters
  Score: Raw -456330.031736 + Penalty 2714.196780 = -453615.834956
  nChanged 1
		SP:Iteration 25Q (54961.370000 sec): 3 clusters
  Score: Raw -456330.202122 + Penalty 2714.196780 = -453616.005343
  nChanged 0
		SP:Iteration 26F (54961.530000 sec): 3 clusters
  Score: Raw -456330.202122 + Penalty 2714.196780 = -453616.005343
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54961.690000 sec): 2 clusters
  Score: Raw -572062.982607 + Penalty 1390.542211 = -570672.440395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54961.850000 sec): 3 clusters
  Score: Raw -569365.132555 + Penalty 2781.084423 = -566584.048132
  nChanged 2122
		SP:Iteration 1F (54962.080000 sec): 3 clusters
  Score: Raw -570582.523485 + Penalty 2781.084423 = -567801.439062
  nChanged 434
		SP:Iteration 2F (54962.290000 sec): 3 clusters
  Score: Raw -570955.284928 + Penalty 2781.084423 = -568174.200505
  nChanged 388
		SP:Iteration 3F (54962.440000 sec): 3 clusters
  Score: Raw -571350.431576 + Penalty 2781.084423 = -568569.347153
  nChanged 389
		SP:Iteration 4F (54962.610000 sec): 3 clusters
  Score: Raw -571716.539940 + Penalty 2781.084423 = -568935.455517
  nChanged 344
		SP:Iteration 5F (54962.790000 sec): 3 clusters
  Score: Raw -571997.131358 + Penalty 2781.084423 = -569216.046935
  nChanged 267
		SP:Iteration 6F (54962.950000 sec): 3 clusters
  Score: Raw -572188.304046 + Penalty 2781.084423 = -569407.219623
  nChanged 201
		SP:Iteration 7Q (54963.150000 sec): 3 clusters
  Score: Raw -572322.120067 + Penalty 2781.084423 = -569541.035644
  nChanged 144
		SP:Iteration 8Q (54963.320000 sec): 3 clusters
  Score: Raw -572407.292794 + Penalty 2781.084423 = -569626.208371
  nChanged 111
		SP:Iteration 9Q (54963.530000 sec): 3 clusters
  Score: Raw -572471.361091 + Penalty 2781.084423 = -569690.276668
  nChanged 100
		SP:Iteration 10Q (54963.710000 sec): 3 clusters
  Score: Raw -572517.217984 + Penalty 2781.084423 = -569736.133561
  nChanged 76
		SP:Iteration 11Q (54963.900000 sec): 3 clusters
  Score: Raw -572545.990883 + Penalty 2781.084423 = -569764.906461
  nChanged 65
		SP:Iteration 12Q (54964.100000 sec): 3 clusters
  Score: Raw -572574.784890 + Penalty 2781.084423 = -569793.700467
  nChanged 55
		SP:Iteration 13Q (54964.300000 sec): 3 clusters
  Score: Raw -572598.900871 + Penalty 2781.084423 = -569817.816448
  nChanged 47
		SP:Iteration 14Q (54964.480000 sec): 3 clusters
  Score: Raw -572619.129689 + Penalty 2781.084423 = -569838.045266
  nChanged 44
		SP:Iteration 15Q (54964.710000 sec): 3 clusters
  Score: Raw -572635.936324 + Penalty 2781.084423 = -569854.851902
  nChanged 36
		SP:Iteration 16Q (54964.880000 sec): 3 clusters
  Score: Raw -572647.895663 + Penalty 2781.084423 = -569866.811240
  nChanged 26
		SP:Iteration 17Q (54965.090000 sec): 3 clusters
  Score: Raw -572655.440473 + Penalty 2781.084423 = -569874.356051
  nChanged 19
		SP:Iteration 18Q (54965.290000 sec): 3 clusters
  Score: Raw -572661.392531 + Penalty 2781.084423 = -569880.308108
  nChanged 16
		SP:Iteration 19Q (54965.480000 sec): 3 clusters
  Score: Raw -572665.317526 + Penalty 2781.084423 = -569884.233103
  nChanged 12
		SP:Iteration 20F (54965.650000 sec): 3 clusters
  Score: Raw -572668.157809 + Penalty 2781.084423 = -569887.073386
  nChanged 8
		SP:Iteration 21Q (54965.870000 sec): 3 clusters
  Score: Raw -572670.198136 + Penalty 2781.084423 = -569889.113713
  nChanged 5
		SP:Iteration 22Q (54966.080000 sec): 3 clusters
  Score: Raw -572671.248611 + Penalty 2781.084423 = -569890.164188
  nChanged 5
		SP:Iteration 23Q (54966.240000 sec): 3 clusters
  Score: Raw -572672.301844 + Penalty 2781.084423 = -569891.217421
  nChanged 3
		SP:Iteration 24Q (54966.450000 sec): 3 clusters
  Score: Raw -572672.660720 + Penalty 2781.084423 = -569891.576297
  nChanged 4
		SP:Iteration 25Q (54966.630000 sec): 3 clusters
  Score: Raw -572673.837562 + Penalty 2781.084423 = -569892.753139
  nChanged 3
		SP:Iteration 26Q (54966.810000 sec): 3 clusters
  Score: Raw -572674.278288 + Penalty 2781.084423 = -569893.193865
  nChanged 3
		SP:Iteration 27Q (54967.000000 sec): 3 clusters
  Score: Raw -572674.780714 + Penalty 2781.084423 = -569893.696291
  nChanged 6
		SP:Iteration 28Q (54967.180000 sec): 3 clusters
  Score: Raw -572675.691165 + Penalty 2781.084423 = -569894.606742
  nChanged 3
		SP:Iteration 29Q (54967.360000 sec): 3 clusters
  Score: Raw -572675.944206 + Penalty 2781.084423 = -569894.859783
  nChanged 4
		SP:Iteration 30Q (54967.570000 sec): 3 clusters
  Score: Raw -572676.591046 + Penalty 2781.084423 = -569895.506623
  nChanged 4
		SP:Iteration 31Q (54967.770000 sec): 3 clusters
  Score: Raw -572677.004590 + Penalty 2781.084423 = -569895.920167
  nChanged 2
		SP:Iteration 32Q (54967.990000 sec): 3 clusters
  Score: Raw -572677.154974 + Penalty 2781.084423 = -569896.070551
  nChanged 0
		SP:Iteration 33F (54968.190000 sec): 3 clusters
  Score: Raw -572677.154974 + Penalty 2781.084423 = -569896.070551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (77645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54968.700000 sec): 2 clusters
  Score: Raw -8960827.501263 + Penalty 1829.734146 = -8958997.767117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54969.280000 sec): 3 clusters
  Score: Raw -8910584.278408 + Penalty 3659.468291 = -8906924.810116
  nChanged 36904
		SP:Iteration 1F (54969.820000 sec): 3 clusters
  Score: Raw -8931650.926791 + Penalty 3659.468291 = -8927991.458500
  nChanged 2459
		SP:Iteration 2Q (54970.340000 sec): 3 clusters
  Score: Raw -8932223.506661 + Penalty 3659.468291 = -8928564.038370
  nChanged 2623
		SP:Iteration 3Q (54970.890000 sec): 3 clusters
  Score: Raw -8932942.567128 + Penalty 3659.468291 = -8929283.098837
  nChanged 3019
		SP:Iteration 4Q (54971.420000 sec): 3 clusters
  Score: Raw -8933960.916381 + Penalty 3659.468291 = -8930301.448089
  nChanged 3565
		SP:Iteration 5Q (54971.960000 sec): 3 clusters
  Score: Raw -8935553.261006 + Penalty 3659.468291 = -8931893.792714
  nChanged 4391
		SP:Iteration 6F (54972.540000 sec): 3 clusters
  Score: Raw -8938068.701526 + Penalty 3659.468291 = -8934409.233235
  nChanged 5146
		SP:Iteration 7F (54973.160000 sec): 3 clusters
  Score: Raw -8941761.243239 + Penalty 3659.468291 = -8938101.774948
  nChanged 5311
		SP:Iteration 8F (54973.770000 sec): 3 clusters
  Score: Raw -8946214.353839 + Penalty 3659.468291 = -8942554.885547
  nChanged 4657
		SP:Iteration 9F (54974.350000 sec): 3 clusters
  Score: Raw -8950264.622115 + Penalty 3659.468291 = -8946605.153824
  nChanged 3412
		SP:Iteration 10Q (54974.910000 sec): 3 clusters
  Score: Raw -8952746.026501 + Penalty 3659.468291 = -8949086.558210
  nChanged 2282
		SP:Iteration 11Q (54975.430000 sec): 3 clusters
  Score: Raw -8954027.155497 + Penalty 3659.468291 = -8950367.687206
  nChanged 1675
		SP:Iteration 12Q (54975.950000 sec): 3 clusters
  Score: Raw -8954922.091588 + Penalty 3659.468291 = -8951262.623297
  nChanged 1461
		SP:Iteration 13Q (54976.550000 sec): 3 clusters
  Score: Raw -8955698.589529 + Penalty 3659.468291 = -8952039.121237
  nChanged 1374
		SP:Iteration 14Q (54977.080000 sec): 3 clusters
  Score: Raw -8956457.623599 + Penalty 3659.468291 = -8952798.155308
  nChanged 1219
		SP:Iteration 15Q (54977.610000 sec): 3 clusters
  Score: Raw -8957146.284624 + Penalty 3659.468291 = -8953486.816333
  nChanged 1096
		SP:Iteration 16Q (54978.120000 sec): 3 clusters
  Score: Raw -8957767.147477 + Penalty 3659.468291 = -8954107.679186
  nChanged 932
		SP:Iteration 17Q (54978.660000 sec): 3 clusters
  Score: Raw -8958300.155753 + Penalty 3659.468291 = -8954640.687462
  nChanged 876
		SP:Iteration 18Q (54979.200000 sec): 3 clusters
  Score: Raw -8958803.315800 + Penalty 3659.468291 = -8955143.847509
  nChanged 727
		SP:Iteration 19Q (54979.810000 sec): 3 clusters
  Score: Raw -8959223.753918 + Penalty 3659.468291 = -8955564.285627
  nChanged 622
		SP:Iteration 20F (54980.450000 sec): 3 clusters
  Score: Raw -8959578.932020 + Penalty 3659.468291 = -8955919.463729
  nChanged 511
		SP:Iteration 21Q (54980.980000 sec): 3 clusters
  Score: Raw -8959850.489176 + Penalty 3659.468291 = -8956191.020884
  nChanged 421
		SP:Iteration 22Q (54981.500000 sec): 3 clusters
  Score: Raw -8960078.941165 + Penalty 3659.468291 = -8956419.472874
  nChanged 332
		SP:Iteration 23Q (54982.040000 sec): 3 clusters
  Score: Raw -8960253.717220 + Penalty 3659.468291 = -8956594.248929
  nChanged 308
		SP:Iteration 24Q (54982.580000 sec): 3 clusters
  Score: Raw -8960416.063487 + Penalty 3659.468291 = -8956756.595196
  nChanged 249
		SP:Iteration 25Q (54983.120000 sec): 3 clusters
  Score: Raw -8960549.825008 + Penalty 3659.468291 = -8956890.356716
  nChanged 224
		SP:Iteration 26Q (54983.630000 sec): 3 clusters
  Score: Raw -8960680.138936 + Penalty 3659.468291 = -8957020.670645
  nChanged 170
		SP:Iteration 27Q (54984.170000 sec): 3 clusters
  Score: Raw -8960762.132445 + Penalty 3659.468291 = -8957102.664153
  nChanged 131
		SP:Iteration 28Q (54984.680000 sec): 3 clusters
  Score: Raw -8960823.577634 + Penalty 3659.468291 = -8957164.109343
  nChanged 94
		SP:Iteration 29Q (54985.190000 sec): 3 clusters
  Score: Raw -8960868.714926 + Penalty 3659.468291 = -8957209.246635
  nChanged 80
		SP:Iteration 30Q (54985.730000 sec): 3 clusters
  Score: Raw -8960903.576751 + Penalty 3659.468291 = -8957244.108460
  nChanged 66
		SP:Iteration 31Q (54986.250000 sec): 3 clusters
  Score: Raw -8960929.203577 + Penalty 3659.468291 = -8957269.735286
  nChanged 48
		SP:Iteration 32Q (54986.750000 sec): 3 clusters
  Score: Raw -8960950.217610 + Penalty 3659.468291 = -8957290.749319
  nChanged 48
		SP:Iteration 33Q (54987.290000 sec): 3 clusters
  Score: Raw -8960972.774903 + Penalty 3659.468291 = -8957313.306612
  nChanged 38
		SP:Iteration 34Q (54987.840000 sec): 3 clusters
  Score: Raw -8960992.809265 + Penalty 3659.468291 = -8957333.340973
  nChanged 30
		SP:Iteration 35Q (54988.410000 sec): 3 clusters
  Score: Raw -8961005.734065 + Penalty 3659.468291 = -8957346.265773
  nChanged 32
		SP:Iteration 36Q (54989.030000 sec): 3 clusters
  Score: Raw -8961020.064962 + Penalty 3659.468291 = -8957360.596670
  nChanged 22
		SP:Iteration 37Q (54989.630000 sec): 3 clusters
  Score: Raw -8961029.120592 + Penalty 3659.468291 = -8957369.652301
  nChanged 20
		SP:Iteration 38Q (54990.190000 sec): 3 clusters
  Score: Raw -8961036.086440 + Penalty 3659.468291 = -8957376.618148
  nChanged 17
		SP:Iteration 39Q (54990.700000 sec): 3 clusters
  Score: Raw -8961043.370018 + Penalty 3659.468291 = -8957383.901727
  nChanged 14
		SP:Iteration 40F (54991.260000 sec): 3 clusters
  Score: Raw -8961049.359282 + Penalty 3659.468291 = -8957389.890991
  nChanged 19
		SP:Iteration 41Q (54991.750000 sec): 3 clusters
  Score: Raw -8961058.235610 + Penalty 3659.468291 = -8957398.767318
  nChanged 19
		SP:Iteration 42Q (54992.220000 sec): 3 clusters
  Score: Raw -8961067.787191 + Penalty 3659.468291 = -8957408.318900
  nChanged 17
		SP:Iteration 43Q (54992.720000 sec): 3 clusters
  Score: Raw -8961075.590569 + Penalty 3659.468291 = -8957416.122277
  nChanged 14
		SP:Iteration 44Q (54993.260000 sec): 3 clusters
  Score: Raw -8961080.471441 + Penalty 3659.468291 = -8957421.003150
  nChanged 9
		SP:Iteration 45Q (54993.790000 sec): 3 clusters
  Score: Raw -8961084.297722 + Penalty 3659.468291 = -8957424.829431
  nChanged 9
		SP:Iteration 46Q (54994.410000 sec): 3 clusters
  Score: Raw -8961086.682728 + Penalty 3659.468291 = -8957427.214437
  nChanged 5
		SP:Iteration 47Q (54994.930000 sec): 3 clusters
  Score: Raw -8961088.285008 + Penalty 3659.468291 = -8957428.816716
  nChanged 2
		SP:Iteration 48Q (54995.470000 sec): 3 clusters
  Score: Raw -8961088.970502 + Penalty 3659.468291 = -8957429.502211
  nChanged 2
		SP:Iteration 49Q (54996.070000 sec): 3 clusters
  Score: Raw -8961089.524403 + Penalty 3659.468291 = -8957430.056111
  nChanged 1
		SP:Iteration 50Q (54996.670000 sec): 3 clusters
  Score: Raw -8961089.911382 + Penalty 3659.468291 = -8957430.443091
  nChanged 2
		SP:Iteration 51Q (54997.210000 sec): 3 clusters
  Score: Raw -8961091.216820 + Penalty 3659.468291 = -8957431.748529
  nChanged 3
		SP:Iteration 52Q (54997.740000 sec): 3 clusters
  Score: Raw -8961092.698425 + Penalty 3659.468291 = -8957433.230134
  nChanged 1
		SP:Iteration 53Q (54998.310000 sec): 3 clusters
  Score: Raw -8961093.076268 + Penalty 3659.468291 = -8957433.607977
  nChanged 2
		SP:Iteration 54Q (54998.890000 sec): 3 clusters
  Score: Raw -8961093.526030 + Penalty 3659.468291 = -8957434.057738
  nChanged 0
		SP:Iteration 55F (54999.510000 sec): 3 clusters
  Score: Raw -8961093.526030 + Penalty 3659.468291 = -8957434.057738
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54999.800000 sec): 2 clusters
  Score: Raw -2498729.447132 + Penalty 1641.643311 = -2497087.803821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55000.100000 sec): 3 clusters
  Score: Raw -2484073.424780 + Penalty 3283.286622 = -2480790.138158
  nChanged 10905
		SP:Iteration 1F (55000.390000 sec): 3 clusters
  Score: Raw -2490517.838640 + Penalty 3283.286622 = -2487234.552018
  nChanged 1402
		SP:Iteration 2F (55000.750000 sec): 3 clusters
  Score: Raw -2491183.454414 + Penalty 3283.286622 = -2487900.167792
  nChanged 1392
		SP:Iteration 3F (55001.070000 sec): 3 clusters
  Score: Raw -2491945.346199 + Penalty 3283.286622 = -2488662.059577
  nChanged 1442
		SP:Iteration 4F (55001.380000 sec): 3 clusters
  Score: Raw -2492794.589538 + Penalty 3283.286622 = -2489511.302916
  nChanged 1423
		SP:Iteration 5F (55001.680000 sec): 3 clusters
  Score: Raw -2493656.570951 + Penalty 3283.286622 = -2490373.284329
  nChanged 1375
		SP:Iteration 6F (55001.980000 sec): 3 clusters
  Score: Raw -2494464.477733 + Penalty 3283.286622 = -2491181.191112
  nChanged 1260
		SP:Iteration 7F (55002.340000 sec): 3 clusters
  Score: Raw -2495220.420622 + Penalty 3283.286622 = -2491937.134000
  nChanged 1087
		SP:Iteration 8Q (55002.660000 sec): 3 clusters
  Score: Raw -2495803.055750 + Penalty 3283.286622 = -2492519.769128
  nChanged 883
		SP:Iteration 9Q (55002.960000 sec): 3 clusters
  Score: Raw -2496176.619540 + Penalty 3283.286622 = -2492893.332918
  nChanged 640
		SP:Iteration 10Q (55003.290000 sec): 3 clusters
  Score: Raw -2496399.670741 + Penalty 3283.286622 = -2493116.384119
  nChanged 482
		SP:Iteration 11Q (55003.600000 sec): 3 clusters
  Score: Raw -2496535.551191 + Penalty 3283.286622 = -2493252.264569
  nChanged 371
		SP:Iteration 12Q (55003.890000 sec): 3 clusters
  Score: Raw -2496618.529085 + Penalty 3283.286622 = -2493335.242463
  nChanged 300
		SP:Iteration 13Q (55004.190000 sec): 3 clusters
  Score: Raw -2496680.910774 + Penalty 3283.286622 = -2493397.624152
  nChanged 258
		SP:Iteration 14Q (55004.500000 sec): 3 clusters
  Score: Raw -2496734.213471 + Penalty 3283.286622 = -2493450.926849
  nChanged 228
		SP:Iteration 15Q (55004.820000 sec): 3 clusters
  Score: Raw -2496776.332608 + Penalty 3283.286622 = -2493493.045986
  nChanged 212
		SP:Iteration 16Q (55005.100000 sec): 3 clusters
  Score: Raw -2496816.863264 + Penalty 3283.286622 = -2493533.576642
  nChanged 205
		SP:Iteration 17Q (55005.400000 sec): 3 clusters
  Score: Raw -2496856.651134 + Penalty 3283.286622 = -2493573.364512
  nChanged 207
		SP:Iteration 18Q (55005.680000 sec): 3 clusters
  Score: Raw -2496900.494334 + Penalty 3283.286622 = -2493617.207712
  nChanged 214
		SP:Iteration 19Q (55005.940000 sec): 3 clusters
  Score: Raw -2496946.871646 + Penalty 3283.286622 = -2493663.585024
  nChanged 203
		SP:Iteration 20F (55006.240000 sec): 3 clusters
  Score: Raw -2496994.554755 + Penalty 3283.286622 = -2493711.268133
  nChanged 205
		SP:Iteration 21Q (55006.560000 sec): 3 clusters
  Score: Raw -2497041.796222 + Penalty 3283.286622 = -2493758.509600
  nChanged 202
		SP:Iteration 22Q (55006.880000 sec): 3 clusters
  Score: Raw -2497086.847894 + Penalty 3283.286622 = -2493803.561273
  nChanged 206
		SP:Iteration 23Q (55007.180000 sec): 3 clusters
  Score: Raw -2497132.898482 + Penalty 3283.286622 = -2493849.611860
  nChanged 216
		SP:Iteration 24Q (55007.560000 sec): 3 clusters
  Score: Raw -2497184.331357 + Penalty 3283.286622 = -2493901.044735
  nChanged 224
		SP:Iteration 25Q (55007.840000 sec): 3 clusters
  Score: Raw -2497236.148710 + Penalty 3283.286622 = -2493952.862088
  nChanged 230
		SP:Iteration 26Q (55008.130000 sec): 3 clusters
  Score: Raw -2497286.033227 + Penalty 3283.286622 = -2494002.746605
  nChanged 201
		SP:Iteration 27Q (55008.400000 sec): 3 clusters
  Score: Raw -2497330.718536 + Penalty 3283.286622 = -2494047.431914
  nChanged 206
		SP:Iteration 28Q (55008.700000 sec): 3 clusters
  Score: Raw -2497386.949052 + Penalty 3283.286622 = -2494103.662431
  nChanged 248
		SP:Iteration 29Q (55008.970000 sec): 3 clusters
  Score: Raw -2497449.463964 + Penalty 3283.286622 = -2494166.177343
  nChanged 235
		SP:Iteration 30Q (55009.320000 sec): 3 clusters
  Score: Raw -2497504.543386 + Penalty 3283.286622 = -2494221.256764
  nChanged 229
		SP:Iteration 31Q (55009.600000 sec): 3 clusters
  Score: Raw -2497558.536226 + Penalty 3283.286622 = -2494275.249604
  nChanged 209
		SP:Iteration 32Q (55009.840000 sec): 3 clusters
  Score: Raw -2497603.954430 + Penalty 3283.286622 = -2494320.667808
  nChanged 181
		SP:Iteration 33Q (55010.110000 sec): 3 clusters
  Score: Raw -2497642.205129 + Penalty 3283.286622 = -2494358.918507
  nChanged 168
		SP:Iteration 34Q (55010.420000 sec): 3 clusters
  Score: Raw -2497679.904915 + Penalty 3283.286622 = -2494396.618293
  nChanged 190
		SP:Iteration 35Q (55010.730000 sec): 3 clusters
  Score: Raw -2497727.545902 + Penalty 3283.286622 = -2494444.259280
  nChanged 186
		SP:Iteration 36Q (55011.020000 sec): 3 clusters
  Score: Raw -2497777.325627 + Penalty 3283.286622 = -2494494.039005
  nChanged 229
		SP:Iteration 37Q (55011.320000 sec): 3 clusters
  Score: Raw -2497839.920397 + Penalty 3283.286622 = -2494556.633776
  nChanged 220
		SP:Iteration 38Q (55011.570000 sec): 3 clusters
  Score: Raw -2497899.500546 + Penalty 3283.286622 = -2494616.213924
  nChanged 212
		SP:Iteration 39Q (55011.910000 sec): 3 clusters
  Score: Raw -2497955.892934 + Penalty 3283.286622 = -2494672.606312
  nChanged 212
		SP:Iteration 40F (55012.140000 sec): 3 clusters
  Score: Raw -2498016.745849 + Penalty 3283.286622 = -2494733.459227
  nChanged 235
		SP:Iteration 41Q (55012.490000 sec): 3 clusters
  Score: Raw -2498087.410309 + Penalty 3283.286622 = -2494804.123687
  nChanged 218
		SP:Iteration 42Q (55012.760000 sec): 3 clusters
  Score: Raw -2498149.425999 + Penalty 3283.286622 = -2494866.139377
  nChanged 195
		SP:Iteration 43Q (55013.020000 sec): 3 clusters
  Score: Raw -2498204.735721 + Penalty 3283.286622 = -2494921.449099
  nChanged 168
		SP:Iteration 44Q (55013.330000 sec): 3 clusters
  Score: Raw -2498252.296079 + Penalty 3283.286622 = -2494969.009457
  nChanged 164
		SP:Iteration 45Q (55013.600000 sec): 3 clusters
  Score: Raw -2498294.673075 + Penalty 3283.286622 = -2495011.386453
  nChanged 139
		SP:Iteration 46Q (55013.840000 sec): 3 clusters
  Score: Raw -2498333.790653 + Penalty 3283.286622 = -2495050.504031
  nChanged 134
		SP:Iteration 47Q (55014.180000 sec): 3 clusters
  Score: Raw -2498378.892920 + Penalty 3283.286622 = -2495095.606299
  nChanged 156
		SP:Iteration 48Q (55014.450000 sec): 3 clusters
  Score: Raw -2498426.256329 + Penalty 3283.286622 = -2495142.969707
  nChanged 135
		SP:Iteration 49Q (55014.730000 sec): 3 clusters
  Score: Raw -2498465.651182 + Penalty 3283.286622 = -2495182.364561
  nChanged 114
		SP:Iteration 50Q (55015.040000 sec): 3 clusters
  Score: Raw -2498498.552330 + Penalty 3283.286622 = -2495215.265708
  nChanged 104
		SP:Iteration 51Q (55015.340000 sec): 3 clusters
  Score: Raw -2498530.494697 + Penalty 3283.286622 = -2495247.208075
  nChanged 89
		SP:Iteration 52Q (55015.620000 sec): 3 clusters
  Score: Raw -2498559.314599 + Penalty 3283.286622 = -2495276.027977
  nChanged 96
		SP:Iteration 53Q (55015.970000 sec): 3 clusters
  Score: Raw -2498595.635200 + Penalty 3283.286622 = -2495312.348578
  nChanged 112
		SP:Iteration 54Q (55016.250000 sec): 3 clusters
  Score: Raw -2498637.899034 + Penalty 3283.286622 = -2495354.612412
  nChanged 102
		SP:Iteration 55Q (55016.610000 sec): 3 clusters
  Score: Raw -2498672.811323 + Penalty 3283.286622 = -2495389.524701
  nChanged 100
		SP:Iteration 56Q (55016.900000 sec): 3 clusters
  Score: Raw -2498710.312043 + Penalty 3283.286622 = -2495427.025421
  nChanged 101
		SP:Iteration 57Q (55017.200000 sec): 3 clusters
  Score: Raw -2498752.816681 + Penalty 3283.286622 = -2495469.530059
  nChanged 83
		SP:Iteration 58Q (55017.510000 sec): 3 clusters
  Score: Raw -2498787.221098 + Penalty 3283.286622 = -2495503.934476
  nChanged 80
		SP:Iteration 59Q (55017.780000 sec): 3 clusters
  Score: Raw -2498820.832607 + Penalty 3283.286622 = -2495537.545985
  nChanged 78
		SP:Iteration 60F (55018.090000 sec): 3 clusters
  Score: Raw -2498854.831294 + Penalty 3283.286622 = -2495571.544672
  nChanged 70
		SP:Iteration 61Q (55018.370000 sec): 3 clusters
  Score: Raw -2498878.756339 + Penalty 3283.286622 = -2495595.469717
  nChanged 59
		SP:Iteration 62Q (55018.710000 sec): 3 clusters
  Score: Raw -2498899.476029 + Penalty 3283.286622 = -2495616.189407
  nChanged 58
		SP:Iteration 63Q (55018.990000 sec): 3 clusters
  Score: Raw -2498920.388406 + Penalty 3283.286622 = -2495637.101784
  nChanged 52
		SP:Iteration 64Q (55019.300000 sec): 3 clusters
  Score: Raw -2498939.110998 + Penalty 3283.286622 = -2495655.824377
  nChanged 46
		SP:Iteration 65Q (55019.590000 sec): 3 clusters
  Score: Raw -2498958.378257 + Penalty 3283.286622 = -2495675.091635
  nChanged 40
		SP:Iteration 66Q (55019.930000 sec): 3 clusters
  Score: Raw -2498971.107173 + Penalty 3283.286622 = -2495687.820551
  nChanged 28
		SP:Iteration 67Q (55020.260000 sec): 3 clusters
  Score: Raw -2498977.354201 + Penalty 3283.286622 = -2495694.067580
  nChanged 20
		SP:Iteration 68Q (55020.590000 sec): 3 clusters
  Score: Raw -2498983.332745 + Penalty 3283.286622 = -2495700.046123
  nChanged 22
		SP:Iteration 69Q (55020.860000 sec): 3 clusters
  Score: Raw -2498989.832886 + Penalty 3283.286622 = -2495706.546264
  nChanged 21
		SP:Iteration 70Q (55021.190000 sec): 3 clusters
  Score: Raw -2498995.591980 + Penalty 3283.286622 = -2495712.305358
  nChanged 23
		SP:Iteration 71Q (55021.470000 sec): 3 clusters
  Score: Raw -2499002.423474 + Penalty 3283.286622 = -2495719.136852
  nChanged 21
		SP:Iteration 72Q (55021.800000 sec): 3 clusters
  Score: Raw -2499011.624878 + Penalty 3283.286622 = -2495728.338256
  nChanged 19
		SP:Iteration 73Q (55022.070000 sec): 3 clusters
  Score: Raw -2499018.576749 + Penalty 3283.286622 = -2495735.290127
  nChanged 20
		SP:Iteration 74Q (55022.360000 sec): 3 clusters
  Score: Raw -2499027.291061 + Penalty 3283.286622 = -2495744.004439
  nChanged 26
		SP:Iteration 75Q (55022.650000 sec): 3 clusters
  Score: Raw -2499037.859859 + Penalty 3283.286622 = -2495754.573237
  nChanged 27
		SP:Iteration 76Q (55023.020000 sec): 3 clusters
  Score: Raw -2499048.286106 + Penalty 3283.286622 = -2495764.999484
  nChanged 23
		SP:Iteration 77Q (55023.310000 sec): 3 clusters
  Score: Raw -2499056.648613 + Penalty 3283.286622 = -2495773.361991
  nChanged 24
		SP:Iteration 78Q (55023.650000 sec): 3 clusters
  Score: Raw -2499067.578171 + Penalty 3283.286622 = -2495784.291549
  nChanged 21
		SP:Iteration 79Q (55023.910000 sec): 3 clusters
  Score: Raw -2499076.287727 + Penalty 3283.286622 = -2495793.001105
  nChanged 16
		SP:Iteration 80F (55024.250000 sec): 3 clusters
  Score: Raw -2499083.711258 + Penalty 3283.286622 = -2495800.424636
  nChanged 16
		SP:Iteration 81Q (55024.530000 sec): 3 clusters
  Score: Raw -2499090.358890 + Penalty 3283.286622 = -2495807.072269
  nChanged 19
		SP:Iteration 82Q (55024.830000 sec): 3 clusters
  Score: Raw -2499099.794919 + Penalty 3283.286622 = -2495816.508298
  nChanged 15
		SP:Iteration 83Q (55025.140000 sec): 3 clusters
  Score: Raw -2499105.277132 + Penalty 3283.286622 = -2495821.990510
  nChanged 20
		SP:Iteration 84Q (55025.390000 sec): 3 clusters
  Score: Raw -2499113.382890 + Penalty 3283.286622 = -2495830.096268
  nChanged 19
		SP:Iteration 85Q (55025.680000 sec): 3 clusters
  Score: Raw -2499121.854367 + Penalty 3283.286622 = -2495838.567745
  nChanged 19
		SP:Iteration 86Q (55026.010000 sec): 3 clusters
  Score: Raw -2499128.195045 + Penalty 3283.286622 = -2495844.908423
  nChanged 15
		SP:Iteration 87Q (55026.270000 sec): 3 clusters
  Score: Raw -2499135.373401 + Penalty 3283.286622 = -2495852.086779
  nChanged 12
		SP:Iteration 88Q (55026.560000 sec): 3 clusters
  Score: Raw -2499138.807700 + Penalty 3283.286622 = -2495855.521079
  nChanged 2
		SP:Iteration 89Q (55026.850000 sec): 3 clusters
  Score: Raw -2499139.983476 + Penalty 3283.286622 = -2495856.696854
  nChanged 7
		SP:Iteration 90Q (55027.160000 sec): 3 clusters
  Score: Raw -2499142.385462 + Penalty 3283.286622 = -2495859.098840
  nChanged 5
		SP:Iteration 91Q (55027.490000 sec): 3 clusters
  Score: Raw -2499144.222832 + Penalty 3283.286622 = -2495860.936210
  nChanged 3
		SP:Iteration 92Q (55027.790000 sec): 3 clusters
  Score: Raw -2499145.573680 + Penalty 3283.286622 = -2495862.287058
  nChanged 3
		SP:Iteration 93Q (55028.090000 sec): 3 clusters
  Score: Raw -2499147.026798 + Penalty 3283.286622 = -2495863.740176
  nChanged 4
		SP:Iteration 94Q (55028.420000 sec): 3 clusters
  Score: Raw -2499148.614278 + Penalty 3283.286622 = -2495865.327656
  nChanged 2
		SP:Iteration 95Q (55028.710000 sec): 3 clusters
  Score: Raw -2499149.011019 + Penalty 3283.286622 = -2495865.724397
  nChanged 4
		SP:Iteration 96Q (55029.020000 sec): 3 clusters
  Score: Raw -2499150.016278 + Penalty 3283.286622 = -2495866.729656
  nChanged 3
		SP:Iteration 97Q (55029.270000 sec): 3 clusters
  Score: Raw -2499151.033812 + Penalty 3283.286622 = -2495867.747190
  nChanged 3
		SP:Iteration 98Q (55029.560000 sec): 3 clusters
  Score: Raw -2499151.847080 + Penalty 3283.286622 = -2495868.560458
  nChanged 3
		SP:Iteration 99Q (55029.880000 sec): 3 clusters
  Score: Raw -2499152.743296 + Penalty 3283.286622 = -2495869.456675
  nChanged 4
		SP:Iteration 100F (55030.210000 sec): 3 clusters
  Score: Raw -2499153.924055 + Penalty 3283.286622 = -2495870.637433
  nChanged 3
		SP:Iteration 101Q (55030.550000 sec): 3 clusters
  Score: Raw -2499154.625155 + Penalty 3283.286622 = -2495871.338533
  nChanged 4
		SP:Iteration 102Q (55030.830000 sec): 3 clusters
  Score: Raw -2499155.848142 + Penalty 3283.286622 = -2495872.561520
  nChanged 4
		SP:Iteration 103Q (55031.150000 sec): 3 clusters
  Score: Raw -2499157.911602 + Penalty 3283.286622 = -2495874.624980
  nChanged 6
		SP:Iteration 104Q (55031.470000 sec): 3 clusters
  Score: Raw -2499160.840199 + Penalty 3283.286622 = -2495877.553577
  nChanged 4
		SP:Iteration 105Q (55031.730000 sec): 3 clusters
  Score: Raw -2499162.084498 + Penalty 3283.286622 = -2495878.797876
  nChanged 5
		SP:Iteration 106Q (55032.000000 sec): 3 clusters
  Score: Raw -2499163.423210 + Penalty 3283.286622 = -2495880.136588
  nChanged 4
		SP:Iteration 107Q (55032.300000 sec): 3 clusters
  Score: Raw -2499164.265219 + Penalty 3283.286622 = -2495880.978597
  nChanged 2
		SP:Iteration 108Q (55032.590000 sec): 3 clusters
  Score: Raw -2499164.950810 + Penalty 3283.286622 = -2495881.664189
  nChanged 3
		SP:Iteration 109Q (55032.880000 sec): 3 clusters
  Score: Raw -2499165.760640 + Penalty 3283.286622 = -2495882.474019
  nChanged 1
		SP:Iteration 110Q (55033.190000 sec): 3 clusters
  Score: Raw -2499166.497472 + Penalty 3283.286622 = -2495883.210850
  nChanged 3
		SP:Iteration 111Q (55033.470000 sec): 3 clusters
  Score: Raw -2499167.478576 + Penalty 3283.286622 = -2495884.191954
  nChanged 2
		SP:Iteration 112Q (55033.710000 sec): 3 clusters
  Score: Raw -2499168.343558 + Penalty 3283.286622 = -2495885.056936
  nChanged 3
		SP:Iteration 113Q (55034.000000 sec): 3 clusters
  Score: Raw -2499169.447461 + Penalty 3283.286622 = -2495886.160839
  nChanged 5
		SP:Iteration 114Q (55034.280000 sec): 3 clusters
  Score: Raw -2499171.686402 + Penalty 3283.286622 = -2495888.399780
  nChanged 5
		SP:Iteration 115Q (55034.620000 sec): 3 clusters
  Score: Raw -2499173.977326 + Penalty 3283.286622 = -2495890.690704
  nChanged 3
		SP:Iteration 116Q (55034.870000 sec): 3 clusters
  Score: Raw -2499174.743325 + Penalty 3283.286622 = -2495891.456703
  nChanged 1
		SP:Iteration 117Q (55035.150000 sec): 3 clusters
  Score: Raw -2499174.956561 + Penalty 3283.286622 = -2495891.669939
  nChanged 0
		SP:Iteration 118F (55035.460000 sec): 3 clusters
  Score: Raw -2499174.956561 + Penalty 3283.286622 = -2495891.669939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55035.670000 sec): 2 clusters
  Score: Raw -2637281.609052 + Penalty 1640.668134 = -2635640.940918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55035.970000 sec): 3 clusters
  Score: Raw -2622483.683630 + Penalty 3281.336269 = -2619202.347361
  nChanged 11101
		SP:Iteration 1F (55036.300000 sec): 3 clusters
  Score: Raw -2628737.517306 + Penalty 3281.336269 = -2625456.181037
  nChanged 1313
		SP:Iteration 2F (55036.590000 sec): 3 clusters
  Score: Raw -2629311.635158 + Penalty 3281.336269 = -2626030.298889
  nChanged 1344
		SP:Iteration 3F (55036.900000 sec): 3 clusters
  Score: Raw -2629969.115019 + Penalty 3281.336269 = -2626687.778750
  nChanged 1391
		SP:Iteration 4F (55037.230000 sec): 3 clusters
  Score: Raw -2630720.320076 + Penalty 3281.336269 = -2627438.983808
  nChanged 1428
		SP:Iteration 5F (55037.510000 sec): 3 clusters
  Score: Raw -2631517.619664 + Penalty 3281.336269 = -2628236.283396
  nChanged 1417
		SP:Iteration 6F (55037.820000 sec): 3 clusters
  Score: Raw -2632285.032331 + Penalty 3281.336269 = -2629003.696062
  nChanged 1303
		SP:Iteration 7F (55038.120000 sec): 3 clusters
  Score: Raw -2632956.097031 + Penalty 3281.336269 = -2629674.760762
  nChanged 1117
		SP:Iteration 8Q (55038.410000 sec): 3 clusters
  Score: Raw -2633513.308945 + Penalty 3281.336269 = -2630231.972676
  nChanged 990
		SP:Iteration 9Q (55038.700000 sec): 3 clusters
  Score: Raw -2634043.725182 + Penalty 3281.336269 = -2630762.388914
  nChanged 860
		SP:Iteration 10Q (55039.070000 sec): 3 clusters
  Score: Raw -2634525.943556 + Penalty 3281.336269 = -2631244.607288
  nChanged 836
		SP:Iteration 11Q (55039.380000 sec): 3 clusters
  Score: Raw -2635024.754971 + Penalty 3281.336269 = -2631743.418703
  nChanged 733
		SP:Iteration 12Q (55039.720000 sec): 3 clusters
  Score: Raw -2635463.840325 + Penalty 3281.336269 = -2632182.504056
  nChanged 666
		SP:Iteration 13Q (55040.000000 sec): 3 clusters
  Score: Raw -2635879.489550 + Penalty 3281.336269 = -2632598.153282
  nChanged 550
		SP:Iteration 14Q (55040.340000 sec): 3 clusters
  Score: Raw -2636230.488765 + Penalty 3281.336269 = -2632949.152496
  nChanged 449
		SP:Iteration 15Q (55040.640000 sec): 3 clusters
  Score: Raw -2636510.984059 + Penalty 3281.336269 = -2633229.647790
  nChanged 352
		SP:Iteration 16Q (55040.910000 sec): 3 clusters
  Score: Raw -2636703.813182 + Penalty 3281.336269 = -2633422.476913
  nChanged 238
		SP:Iteration 17Q (55041.200000 sec): 3 clusters
  Score: Raw -2636821.690026 + Penalty 3281.336269 = -2633540.353757
  nChanged 210
		SP:Iteration 18Q (55041.490000 sec): 3 clusters
  Score: Raw -2636929.160274 + Penalty 3281.336269 = -2633647.824005
  nChanged 182
		SP:Iteration 19Q (55041.760000 sec): 3 clusters
  Score: Raw -2637015.478402 + Penalty 3281.336269 = -2633734.142133
  nChanged 151
		SP:Iteration 20F (55042.060000 sec): 3 clusters
  Score: Raw -2637087.986034 + Penalty 3281.336269 = -2633806.649765
  nChanged 148
		SP:Iteration 21Q (55042.280000 sec): 3 clusters
  Score: Raw -2637166.702666 + Penalty 3281.336269 = -2633885.366397
  nChanged 135
		SP:Iteration 22Q (55042.560000 sec): 3 clusters
  Score: Raw -2637239.078692 + Penalty 3281.336269 = -2633957.742424
  nChanged 115
		SP:Iteration 23Q (55042.810000 sec): 3 clusters
  Score: Raw -2637285.902196 + Penalty 3281.336269 = -2634004.565928
  nChanged 85
		SP:Iteration 24Q (55043.070000 sec): 3 clusters
  Score: Raw -2637317.261208 + Penalty 3281.336269 = -2634035.924939
  nChanged 65
		SP:Iteration 25Q (55043.380000 sec): 3 clusters
  Score: Raw -2637341.690130 + Penalty 3281.336269 = -2634060.353862
  nChanged 54
		SP:Iteration 26Q (55043.580000 sec): 3 clusters
  Score: Raw -2637362.786704 + Penalty 3281.336269 = -2634081.450436
  nChanged 52
		SP:Iteration 27Q (55043.870000 sec): 3 clusters
  Score: Raw -2637379.036480 + Penalty 3281.336269 = -2634097.700211
  nChanged 41
		SP:Iteration 28Q (55044.150000 sec): 3 clusters
  Score: Raw -2637392.362053 + Penalty 3281.336269 = -2634111.025785
  nChanged 34
		SP:Iteration 29Q (55044.390000 sec): 3 clusters
  Score: Raw -2637402.182515 + Penalty 3281.336269 = -2634120.846247
  nChanged 23
		SP:Iteration 30Q (55044.670000 sec): 3 clusters
  Score: Raw -2637409.810497 + Penalty 3281.336269 = -2634128.474228
  nChanged 21
		SP:Iteration 31Q (55044.920000 sec): 3 clusters
  Score: Raw -2637416.034357 + Penalty 3281.336269 = -2634134.698088
  nChanged 22
		SP:Iteration 32Q (55045.220000 sec): 3 clusters
  Score: Raw -2637424.919437 + Penalty 3281.336269 = -2634143.583169
  nChanged 22
		SP:Iteration 33Q (55045.550000 sec): 3 clusters
  Score: Raw -2637432.786920 + Penalty 3281.336269 = -2634151.450652
  nChanged 21
		SP:Iteration 34Q (55045.820000 sec): 3 clusters
  Score: Raw -2637439.979608 + Penalty 3281.336269 = -2634158.643340
  nChanged 16
		SP:Iteration 35Q (55046.140000 sec): 3 clusters
  Score: Raw -2637446.138992 + Penalty 3281.336269 = -2634164.802724
  nChanged 21
		SP:Iteration 36Q (55046.470000 sec): 3 clusters
  Score: Raw -2637453.295973 + Penalty 3281.336269 = -2634171.959704
  nChanged 20
		SP:Iteration 37Q (55046.720000 sec): 3 clusters
  Score: Raw -2637460.258461 + Penalty 3281.336269 = -2634178.922193
  nChanged 14
		SP:Iteration 38Q (55047.050000 sec): 3 clusters
  Score: Raw -2637464.821037 + Penalty 3281.336269 = -2634183.484768
  nChanged 9
		SP:Iteration 39Q (55047.340000 sec): 3 clusters
  Score: Raw -2637468.347398 + Penalty 3281.336269 = -2634187.011129
  nChanged 11
		SP:Iteration 40F (55047.690000 sec): 3 clusters
  Score: Raw -2637471.249601 + Penalty 3281.336269 = -2634189.913332
  nChanged 7
		SP:Iteration 41Q (55047.980000 sec): 3 clusters
  Score: Raw -2637473.672556 + Penalty 3281.336269 = -2634192.336287
  nChanged 8
		SP:Iteration 42Q (55048.240000 sec): 3 clusters
  Score: Raw -2637476.372363 + Penalty 3281.336269 = -2634195.036094
  nChanged 11
		SP:Iteration 43Q (55048.540000 sec): 3 clusters
  Score: Raw -2637479.919572 + Penalty 3281.336269 = -2634198.583303
  nChanged 8
		SP:Iteration 44Q (55048.840000 sec): 3 clusters
  Score: Raw -2637482.096747 + Penalty 3281.336269 = -2634200.760478
  nChanged 7
		SP:Iteration 45Q (55049.120000 sec): 3 clusters
  Score: Raw -2637484.653463 + Penalty 3281.336269 = -2634203.317195
  nChanged 9
		SP:Iteration 46Q (55049.430000 sec): 3 clusters
  Score: Raw -2637488.585491 + Penalty 3281.336269 = -2634207.249222
  nChanged 12
		SP:Iteration 47Q (55049.740000 sec): 3 clusters
  Score: Raw -2637492.571513 + Penalty 3281.336269 = -2634211.235245
  nChanged 6
		SP:Iteration 48Q (55050.040000 sec): 3 clusters
  Score: Raw -2637494.329683 + Penalty 3281.336269 = -2634212.993415
  nChanged 7
		SP:Iteration 49Q (55050.350000 sec): 3 clusters
  Score: Raw -2637496.455807 + Penalty 3281.336269 = -2634215.119538
  nChanged 5
		SP:Iteration 50Q (55050.590000 sec): 3 clusters
  Score: Raw -2637498.356337 + Penalty 3281.336269 = -2634217.020068
  nChanged 8
		SP:Iteration 51Q (55050.860000 sec): 3 clusters
  Score: Raw -2637501.188747 + Penalty 3281.336269 = -2634219.852478
  nChanged 9
		SP:Iteration 52Q (55051.200000 sec): 3 clusters
  Score: Raw -2637503.031697 + Penalty 3281.336269 = -2634221.695428
  nChanged 4
		SP:Iteration 53Q (55051.450000 sec): 3 clusters
  Score: Raw -2637504.312591 + Penalty 3281.336269 = -2634222.976322
  nChanged 8
		SP:Iteration 54Q (55051.760000 sec): 3 clusters
  Score: Raw -2637508.046342 + Penalty 3281.336269 = -2634226.710074
  nChanged 9
		SP:Iteration 55Q (55051.960000 sec): 3 clusters
  Score: Raw -2637511.884616 + Penalty 3281.336269 = -2634230.548347
  nChanged 9
		SP:Iteration 56Q (55052.200000 sec): 3 clusters
  Score: Raw -2637516.942816 + Penalty 3281.336269 = -2634235.606548
  nChanged 9
		SP:Iteration 57Q (55052.470000 sec): 3 clusters
  Score: Raw -2637521.800040 + Penalty 3281.336269 = -2634240.463771
  nChanged 8
		SP:Iteration 58Q (55052.820000 sec): 3 clusters
  Score: Raw -2637525.777772 + Penalty 3281.336269 = -2634244.441504
  nChanged 9
		SP:Iteration 59Q (55053.090000 sec): 3 clusters
  Score: Raw -2637530.148130 + Penalty 3281.336269 = -2634248.811861
  nChanged 5
		SP:Iteration 60F (55053.370000 sec): 3 clusters
  Score: Raw -2637531.676214 + Penalty 3281.336269 = -2634250.339945
  nChanged 8
		SP:Iteration 61Q (55053.640000 sec): 3 clusters
  Score: Raw -2637534.632839 + Penalty 3281.336269 = -2634253.296570
  nChanged 4
		SP:Iteration 62Q (55053.910000 sec): 3 clusters
  Score: Raw -2637535.608848 + Penalty 3281.336269 = -2634254.272579
  nChanged 4
		SP:Iteration 63Q (55054.190000 sec): 3 clusters
  Score: Raw -2637537.006192 + Penalty 3281.336269 = -2634255.669924
  nChanged 6
		SP:Iteration 64Q (55054.500000 sec): 3 clusters
  Score: Raw -2637539.218983 + Penalty 3281.336269 = -2634257.882715
  nChanged 5
		SP:Iteration 65Q (55054.760000 sec): 3 clusters
  Score: Raw -2637542.699494 + Penalty 3281.336269 = -2634261.363225
  nChanged 7
		SP:Iteration 66Q (55055.060000 sec): 3 clusters
  Score: Raw -2637545.978003 + Penalty 3281.336269 = -2634264.641735
  nChanged 4
		SP:Iteration 67Q (55055.350000 sec): 3 clusters
  Score: Raw -2637547.679830 + Penalty 3281.336269 = -2634266.343561
  nChanged 3
		SP:Iteration 68Q (55055.590000 sec): 3 clusters
  Score: Raw -2637548.852158 + Penalty 3281.336269 = -2634267.515890
  nChanged 3
		SP:Iteration 69Q (55055.890000 sec): 3 clusters
  Score: Raw -2637549.704278 + Penalty 3281.336269 = -2634268.368009
  nChanged 0
		SP:Iteration 70F (55056.160000 sec): 3 clusters
  Score: Raw -2637549.704278 + Penalty 3281.336269 = -2634268.368009
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55056.320000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55056.520000 sec): 3 clusters
  Score: Raw -347701.461929 + Penalty 2628.782587 = -345072.679343
  nChanged 1212
		SP:Iteration 1F (55056.680000 sec): 3 clusters
  Score: Raw -348402.580913 + Penalty 2628.782587 = -345773.798326
  nChanged 272
		SP:Iteration 2F (55056.890000 sec): 3 clusters
  Score: Raw -348611.382763 + Penalty 2628.782587 = -345982.600176
  nChanged 220
		SP:Iteration 3F (55057.060000 sec): 3 clusters
  Score: Raw -348745.938681 + Penalty 2628.782587 = -346117.156094
  nChanged 138
		SP:Iteration 4Q (55057.210000 sec): 3 clusters
  Score: Raw -348825.487559 + Penalty 2628.782587 = -346196.704972
  nChanged 106
		SP:Iteration 5Q (55057.400000 sec): 3 clusters
  Score: Raw -348873.694041 + Penalty 2628.782587 = -346244.911455
  nChanged 76
		SP:Iteration 6Q (55057.590000 sec): 3 clusters
  Score: Raw -348912.542548 + Penalty 2628.782587 = -346283.759961
  nChanged 65
		SP:Iteration 7Q (55057.800000 sec): 3 clusters
  Score: Raw -348943.483562 + Penalty 2628.782587 = -346314.700975
  nChanged 62
		SP:Iteration 8Q (55057.940000 sec): 3 clusters
  Score: Raw -348971.677110 + Penalty 2628.782587 = -346342.894523
  nChanged 59
		SP:Iteration 9Q (55058.130000 sec): 3 clusters
  Score: Raw -348992.807935 + Penalty 2628.782587 = -346364.025348
  nChanged 52
		SP:Iteration 10Q (55058.270000 sec): 3 clusters
  Score: Raw -349014.671754 + Penalty 2628.782587 = -346385.889167
  nChanged 48
		SP:Iteration 11Q (55058.470000 sec): 3 clusters
  Score: Raw -349035.387504 + Penalty 2628.782587 = -346406.604917
  nChanged 38
		SP:Iteration 12Q (55058.620000 sec): 3 clusters
  Score: Raw -349049.544186 + Penalty 2628.782587 = -346420.761599
  nChanged 29
		SP:Iteration 13Q (55058.800000 sec): 3 clusters
  Score: Raw -349061.090520 + Penalty 2628.782587 = -346432.307934
  nChanged 32
		SP:Iteration 14Q (55058.950000 sec): 3 clusters
  Score: Raw -349070.928114 + Penalty 2628.782587 = -346442.145527
  nChanged 21
		SP:Iteration 15Q (55059.090000 sec): 3 clusters
  Score: Raw -349077.889912 + Penalty 2628.782587 = -346449.107326
  nChanged 22
		SP:Iteration 16Q (55059.300000 sec): 3 clusters
  Score: Raw -349085.712436 + Penalty 2628.782587 = -346456.929850
  nChanged 24
		SP:Iteration 17Q (55059.480000 sec): 3 clusters
  Score: Raw -349094.518958 + Penalty 2628.782587 = -346465.736371
  nChanged 20
		SP:Iteration 18Q (55059.670000 sec): 3 clusters
  Score: Raw -349103.538457 + Penalty 2628.782587 = -346474.755871
  nChanged 26
		SP:Iteration 19Q (55059.830000 sec): 3 clusters
  Score: Raw -349117.292137 + Penalty 2628.782587 = -346488.509551
  nChanged 27
		SP:Iteration 20F (55059.970000 sec): 3 clusters
  Score: Raw -349128.744029 + Penalty 2628.782587 = -346499.961442
  nChanged 30
		SP:Iteration 21Q (55060.150000 sec): 3 clusters
  Score: Raw -349140.999797 + Penalty 2628.782587 = -346512.217211
  nChanged 29
		SP:Iteration 22Q (55060.300000 sec): 3 clusters
  Score: Raw -349148.997461 + Penalty 2628.782587 = -346520.214874
  nChanged 23
		SP:Iteration 23Q (55060.460000 sec): 3 clusters
  Score: Raw -349160.173447 + Penalty 2628.782587 = -346531.390861
  nChanged 26
		SP:Iteration 24Q (55060.660000 sec): 3 clusters
  Score: Raw -349170.260634 + Penalty 2628.782587 = -346541.478047
  nChanged 18
		SP:Iteration 25Q (55060.800000 sec): 3 clusters
  Score: Raw -349176.908317 + Penalty 2628.782587 = -346548.125730
  nChanged 16
		SP:Iteration 26Q (55060.960000 sec): 3 clusters
  Score: Raw -349181.716114 + Penalty 2628.782587 = -346552.933527
  nChanged 13
		SP:Iteration 27Q (55061.130000 sec): 3 clusters
  Score: Raw -349186.306576 + Penalty 2628.782587 = -346557.523990
  nChanged 14
		SP:Iteration 28Q (55061.260000 sec): 3 clusters
  Score: Raw -349192.237888 + Penalty 2628.782587 = -346563.455301
  nChanged 19
		SP:Iteration 29Q (55061.440000 sec): 3 clusters
  Score: Raw -349199.704107 + Penalty 2628.782587 = -346570.921520
  nChanged 19
		SP:Iteration 30Q (55061.630000 sec): 3 clusters
  Score: Raw -349206.654537 + Penalty 2628.782587 = -346577.871951
  nChanged 20
		SP:Iteration 31Q (55061.780000 sec): 3 clusters
  Score: Raw -349215.099989 + Penalty 2628.782587 = -346586.317403
  nChanged 22
		SP:Iteration 32Q (55062.000000 sec): 3 clusters
  Score: Raw -349222.578271 + Penalty 2628.782587 = -346593.795684
  nChanged 17
		SP:Iteration 33Q (55062.180000 sec): 3 clusters
  Score: Raw -349228.633320 + Penalty 2628.782587 = -346599.850733
  nChanged 16
		SP:Iteration 34Q (55062.360000 sec): 3 clusters
  Score: Raw -349239.093184 + Penalty 2628.782587 = -346610.310597
  nChanged 26
		SP:Iteration 35Q (55062.520000 sec): 3 clusters
  Score: Raw -349252.260657 + Penalty 2628.782587 = -346623.478070
  nChanged 21
		SP:Iteration 36Q (55062.720000 sec): 3 clusters
  Score: Raw -349264.650428 + Penalty 2628.782587 = -346635.867842
  nChanged 25
		SP:Iteration 37Q (55062.910000 sec): 3 clusters
  Score: Raw -349276.026208 + Penalty 2628.782587 = -346647.243622
  nChanged 28
		SP:Iteration 38Q (55063.040000 sec): 3 clusters
  Score: Raw -349286.135231 + Penalty 2628.782587 = -346657.352644
  nChanged 23
		SP:Iteration 39Q (55063.220000 sec): 3 clusters
  Score: Raw -349300.348693 + Penalty 2628.782587 = -346671.566107
  nChanged 31
		SP:Iteration 40F (55063.360000 sec): 3 clusters
  Score: Raw -349323.146129 + Penalty 2628.782587 = -346694.363542
  nChanged 42
		SP:Iteration 41Q (55063.510000 sec): 3 clusters
  Score: Raw -349347.060799 + Penalty 2628.782587 = -346718.278212
  nChanged 38
		SP:Iteration 42Q (55063.660000 sec): 3 clusters
  Score: Raw -349376.052287 + Penalty 2628.782587 = -346747.269700
  nChanged 40
		SP:Iteration 43Q (55063.820000 sec): 3 clusters
  Score: Raw -349408.264809 + Penalty 2628.782587 = -346779.482222
  nChanged 44
		SP:Iteration 44Q (55063.980000 sec): 3 clusters
  Score: Raw -349440.897798 + Penalty 2628.782587 = -346812.115212
  nChanged 39
		SP:Iteration 45Q (55064.150000 sec): 3 clusters
  Score: Raw -349458.506341 + Penalty 2628.782587 = -346829.723754
  nChanged 32
		SP:Iteration 46Q (55064.360000 sec): 3 clusters
  Score: Raw -349474.738704 + Penalty 2628.782587 = -346845.956117
  nChanged 35
		SP:Iteration 47Q (55064.540000 sec): 3 clusters
  Score: Raw -349490.514423 + Penalty 2628.782587 = -346861.731837
  nChanged 29
		SP:Iteration 48Q (55064.730000 sec): 3 clusters
  Score: Raw -349500.135503 + Penalty 2628.782587 = -346871.352917
  nChanged 13
		SP:Iteration 49Q (55064.870000 sec): 3 clusters
  Score: Raw -349505.073193 + Penalty 2628.782587 = -346876.290606
  nChanged 11
		SP:Iteration 50Q (55065.060000 sec): 3 clusters
  Score: Raw -349509.546525 + Penalty 2628.782587 = -346880.763938
  nChanged 11
		SP:Iteration 51Q (55065.240000 sec): 3 clusters
  Score: Raw -349513.569535 + Penalty 2628.782587 = -346884.786949
  nChanged 10
		SP:Iteration 52Q (55065.420000 sec): 3 clusters
  Score: Raw -349517.340093 + Penalty 2628.782587 = -346888.557506
  nChanged 11
		SP:Iteration 53Q (55065.540000 sec): 3 clusters
  Score: Raw -349522.348470 + Penalty 2628.782587 = -346893.565883
  nChanged 13
		SP:Iteration 54Q (55065.700000 sec): 3 clusters
  Score: Raw -349527.749465 + Penalty 2628.782587 = -346898.966878
  nChanged 11
		SP:Iteration 55Q (55065.910000 sec): 3 clusters
  Score: Raw -349532.282313 + Penalty 2628.782587 = -346903.499726
  nChanged 7
		SP:Iteration 56Q (55066.060000 sec): 3 clusters
  Score: Raw -349534.484737 + Penalty 2628.782587 = -346905.702151
  nChanged 4
		SP:Iteration 57Q (55066.230000 sec): 3 clusters
  Score: Raw -349535.935173 + Penalty 2628.782587 = -346907.152586
  nChanged 5
		SP:Iteration 58Q (55066.370000 sec): 3 clusters
  Score: Raw -349537.568828 + Penalty 2628.782587 = -346908.786241
  nChanged 3
		SP:Iteration 59Q (55066.600000 sec): 3 clusters
  Score: Raw -349538.744611 + Penalty 2628.782587 = -346909.962024
  nChanged 3
		SP:Iteration 60F (55066.770000 sec): 3 clusters
  Score: Raw -349539.428959 + Penalty 2628.782587 = -346910.646372
  nChanged 1
		SP:Iteration 61Q (55066.950000 sec): 3 clusters
  Score: Raw -349539.578706 + Penalty 2628.782587 = -346910.796119
  nChanged 1
		SP:Iteration 62Q (55067.100000 sec): 3 clusters
  Score: Raw -349539.805070 + Penalty 2628.782587 = -346911.022483
  nChanged 0
		SP:Iteration 63F (55067.280000 sec): 3 clusters
  Score: Raw -349539.805070 + Penalty 2628.782587 = -346911.022483
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55067.420000 sec): 2 clusters
  Score: Raw -481315.762899 + Penalty 1377.376462 = -479938.386437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55067.610000 sec): 3 clusters
  Score: Raw -478917.963410 + Penalty 2754.752924 = -476163.210487
  nChanged 1932
		SP:Iteration 1F (55067.810000 sec): 3 clusters
  Score: Raw -480173.940107 + Penalty 2754.752924 = -477419.187183
  nChanged 410
		SP:Iteration 2F (55068.010000 sec): 3 clusters
  Score: Raw -480499.308643 + Penalty 2754.752924 = -477744.555719
  nChanged 318
		SP:Iteration 3F (55068.210000 sec): 3 clusters
  Score: Raw -480772.930708 + Penalty 2754.752924 = -478018.177784
  nChanged 246
		SP:Iteration 4F (55068.400000 sec): 3 clusters
  Score: Raw -480995.930222 + Penalty 2754.752924 = -478241.177298
  nChanged 224
		SP:Iteration 5Q (55068.600000 sec): 3 clusters
  Score: Raw -481180.473168 + Penalty 2754.752924 = -478425.720245
  nChanged 193
		SP:Iteration 6Q (55068.760000 sec): 3 clusters
  Score: Raw -481315.848613 + Penalty 2754.752924 = -478561.095690
  nChanged 140
		SP:Iteration 7Q (55068.960000 sec): 3 clusters
  Score: Raw -481407.093423 + Penalty 2754.752924 = -478652.340499
  nChanged 120
		SP:Iteration 8Q (55069.160000 sec): 3 clusters
  Score: Raw -481482.035768 + Penalty 2754.752924 = -478727.282844
  nChanged 92
		SP:Iteration 9Q (55069.340000 sec): 3 clusters
  Score: Raw -481554.919165 + Penalty 2754.752924 = -478800.166242
  nChanged 78
		SP:Iteration 10Q (55069.580000 sec): 3 clusters
  Score: Raw -481605.628933 + Penalty 2754.752924 = -478850.876010
  nChanged 60
		SP:Iteration 11Q (55069.800000 sec): 3 clusters
  Score: Raw -481643.705212 + Penalty 2754.752924 = -478888.952288
  nChanged 47
		SP:Iteration 12Q (55069.980000 sec): 3 clusters
  Score: Raw -481668.080967 + Penalty 2754.752924 = -478913.328043
  nChanged 46
		SP:Iteration 13Q (55070.150000 sec): 3 clusters
  Score: Raw -481686.630966 + Penalty 2754.752924 = -478931.878042
  nChanged 24
		SP:Iteration 14Q (55070.350000 sec): 3 clusters
  Score: Raw -481694.545432 + Penalty 2754.752924 = -478939.792508
  nChanged 8
		SP:Iteration 15Q (55070.560000 sec): 3 clusters
  Score: Raw -481697.132038 + Penalty 2754.752924 = -478942.379115
  nChanged 7
		SP:Iteration 16Q (55070.730000 sec): 3 clusters
  Score: Raw -481699.445220 + Penalty 2754.752924 = -478944.692296
  nChanged 7
		SP:Iteration 17Q (55070.930000 sec): 3 clusters
  Score: Raw -481700.924333 + Penalty 2754.752924 = -478946.171409
  nChanged 2
		SP:Iteration 18Q (55071.170000 sec): 3 clusters
  Score: Raw -481701.194607 + Penalty 2754.752924 = -478946.441683
  nChanged 2
		SP:Iteration 19Q (55071.350000 sec): 3 clusters
  Score: Raw -481701.737047 + Penalty 2754.752924 = -478946.984124
  nChanged 3
		SP:Iteration 20F (55071.550000 sec): 3 clusters
  Score: Raw -481702.130843 + Penalty 2754.752924 = -478947.377919
  nChanged 1
		SP:Iteration 21Q (55071.710000 sec): 3 clusters
  Score: Raw -481702.344831 + Penalty 2754.752924 = -478947.591908
  nChanged 1
		SP:Iteration 22Q (55071.860000 sec): 3 clusters
  Score: Raw -481702.750762 + Penalty 2754.752924 = -478947.997838
  nChanged 1
		SP:Iteration 23Q (55072.050000 sec): 3 clusters
  Score: Raw -481702.884188 + Penalty 2754.752924 = -478948.131264
  nChanged 3
		SP:Iteration 24Q (55072.270000 sec): 3 clusters
  Score: Raw -481703.502466 + Penalty 2754.752924 = -478948.749542
  nChanged 1
		SP:Iteration 25Q (55072.460000 sec): 3 clusters
  Score: Raw -481703.633990 + Penalty 2754.752924 = -478948.881067
  nChanged 1
		SP:Iteration 26Q (55072.640000 sec): 3 clusters
  Score: Raw -481703.852321 + Penalty 2754.752924 = -478949.099397
  nChanged 1
		SP:Iteration 27Q (55072.820000 sec): 3 clusters
  Score: Raw -481704.278836 + Penalty 2754.752924 = -478949.525912
  nChanged 2
		SP:Iteration 28Q (55073.030000 sec): 3 clusters
  Score: Raw -481704.912685 + Penalty 2754.752924 = -478950.159762
  nChanged 3
		SP:Iteration 29Q (55073.210000 sec): 3 clusters
  Score: Raw -481705.793231 + Penalty 2754.752924 = -478951.040307
  nChanged 3
		SP:Iteration 30Q (55073.420000 sec): 3 clusters
  Score: Raw -481706.381532 + Penalty 2754.752924 = -478951.628608
  nChanged 1
		SP:Iteration 31Q (55073.610000 sec): 3 clusters
  Score: Raw -481706.517023 + Penalty 2754.752924 = -478951.764099
  nChanged 1
		SP:Iteration 32Q (55073.830000 sec): 3 clusters
  Score: Raw -481706.702046 + Penalty 2754.752924 = -478951.949122
  nChanged 1
		SP:Iteration 33Q (55074.020000 sec): 3 clusters
  Score: Raw -481706.783341 + Penalty 2754.752924 = -478952.030417
  nChanged 0
		SP:Iteration 34F (55074.170000 sec): 3 clusters
  Score: Raw -481706.783341 + Penalty 2754.752924 = -478952.030417
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55074.290000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55074.460000 sec): 3 clusters
  Score: Raw -437335.887613 + Penalty 2710.803298 = -434625.084315
  nChanged 1659
		SP:Iteration 1F (55074.650000 sec): 3 clusters
  Score: Raw -438365.562770 + Penalty 2710.803298 = -435654.759472
  nChanged 316
		SP:Iteration 2F (55074.860000 sec): 3 clusters
  Score: Raw -438581.788777 + Penalty 2710.803298 = -435870.985479
  nChanged 252
		SP:Iteration 3F (55075.030000 sec): 3 clusters
  Score: Raw -438753.159817 + Penalty 2710.803298 = -436042.356518
  nChanged 209
		SP:Iteration 4Q (55075.280000 sec): 3 clusters
  Score: Raw -438893.795043 + Penalty 2710.803298 = -436182.991745
  nChanged 194
		SP:Iteration 5Q (55075.420000 sec): 3 clusters
  Score: Raw -439031.334153 + Penalty 2710.803298 = -436320.530854
  nChanged 194
		SP:Iteration 6Q (55075.610000 sec): 3 clusters
  Score: Raw -439204.961789 + Penalty 2710.803298 = -436494.158491
  nChanged 224
		SP:Iteration 7F (55075.820000 sec): 3 clusters
  Score: Raw -439411.177334 + Penalty 2710.803298 = -436700.374036
  nChanged 229
		SP:Iteration 8F (55075.990000 sec): 3 clusters
  Score: Raw -439665.970647 + Penalty 2710.803298 = -436955.167348
  nChanged 184
		SP:Iteration 9Q (55076.200000 sec): 3 clusters
  Score: Raw -439845.379832 + Penalty 2710.803298 = -437134.576533
  nChanged 145
		SP:Iteration 10Q (55076.390000 sec): 3 clusters
  Score: Raw -439952.140071 + Penalty 2710.803298 = -437241.336773
  nChanged 122
		SP:Iteration 11Q (55076.580000 sec): 3 clusters
  Score: Raw -440028.592126 + Penalty 2710.803298 = -437317.788827
  nChanged 89
		SP:Iteration 12Q (55076.790000 sec): 3 clusters
  Score: Raw -440082.583561 + Penalty 2710.803298 = -437371.780262
  nChanged 70
		SP:Iteration 13Q (55076.970000 sec): 3 clusters
  Score: Raw -440123.899193 + Penalty 2710.803298 = -437413.095895
  nChanged 57
		SP:Iteration 14Q (55077.180000 sec): 3 clusters
  Score: Raw -440164.701127 + Penalty 2710.803298 = -437453.897828
  nChanged 52
		SP:Iteration 15Q (55077.380000 sec): 3 clusters
  Score: Raw -440191.950453 + Penalty 2710.803298 = -437481.147154
  nChanged 59
		SP:Iteration 16Q (55077.540000 sec): 3 clusters
  Score: Raw -440227.007293 + Penalty 2710.803298 = -437516.203995
  nChanged 51
		SP:Iteration 17Q (55077.710000 sec): 3 clusters
  Score: Raw -440265.067403 + Penalty 2710.803298 = -437554.264104
  nChanged 55
		SP:Iteration 18Q (55077.880000 sec): 3 clusters
  Score: Raw -440300.969097 + Penalty 2710.803298 = -437590.165799
  nChanged 52
		SP:Iteration 19Q (55078.070000 sec): 3 clusters
  Score: Raw -440325.363624 + Penalty 2710.803298 = -437614.560325
  nChanged 37
		SP:Iteration 20F (55078.290000 sec): 3 clusters
  Score: Raw -440344.749952 + Penalty 2710.803298 = -437633.946653
  nChanged 39
		SP:Iteration 21Q (55078.480000 sec): 3 clusters
  Score: Raw -440367.165053 + Penalty 2710.803298 = -437656.361755
  nChanged 38
		SP:Iteration 22Q (55078.630000 sec): 3 clusters
  Score: Raw -440392.151061 + Penalty 2710.803298 = -437681.347763
  nChanged 32
		SP:Iteration 23Q (55078.880000 sec): 3 clusters
  Score: Raw -440408.083722 + Penalty 2710.803298 = -437697.280424
  nChanged 21
		SP:Iteration 24Q (55079.040000 sec): 3 clusters
  Score: Raw -440415.974390 + Penalty 2710.803298 = -437705.171091
  nChanged 18
		SP:Iteration 25Q (55079.280000 sec): 3 clusters
  Score: Raw -440421.799667 + Penalty 2710.803298 = -437710.996368
  nChanged 14
		SP:Iteration 26Q (55079.440000 sec): 3 clusters
  Score: Raw -440426.819533 + Penalty 2710.803298 = -437716.016235
  nChanged 10
		SP:Iteration 27Q (55079.610000 sec): 3 clusters
  Score: Raw -440429.717658 + Penalty 2710.803298 = -437718.914360
  nChanged 4
		SP:Iteration 28Q (55079.780000 sec): 3 clusters
  Score: Raw -440432.368637 + Penalty 2710.803298 = -437721.565338
  nChanged 7
		SP:Iteration 29Q (55079.950000 sec): 3 clusters
  Score: Raw -440434.630660 + Penalty 2710.803298 = -437723.827362
  nChanged 2
		SP:Iteration 30Q (55080.160000 sec): 3 clusters
  Score: Raw -440435.197091 + Penalty 2710.803298 = -437724.393793
  nChanged 2
		SP:Iteration 31Q (55080.340000 sec): 3 clusters
  Score: Raw -440435.383858 + Penalty 2710.803298 = -437724.580559
  nChanged 0
		SP:Iteration 32F (55080.540000 sec): 3 clusters
  Score: Raw -440435.383858 + Penalty 2710.803298 = -437724.580559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55080.650000 sec): 2 clusters
  Score: Raw -684620.794319 + Penalty 1419.940312 = -683200.854006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55080.860000 sec): 3 clusters
  Score: Raw -681280.912918 + Penalty 2839.880625 = -678441.032293
  nChanged 2582
		SP:Iteration 1F (55081.020000 sec): 3 clusters
  Score: Raw -682767.765516 + Penalty 2839.880625 = -679927.884891
  nChanged 459
		SP:Iteration 2F (55081.290000 sec): 3 clusters
  Score: Raw -683022.675556 + Penalty 2839.880625 = -680182.794931
  nChanged 343
		SP:Iteration 3F (55081.490000 sec): 3 clusters
  Score: Raw -683201.875698 + Penalty 2839.880625 = -680361.995073
  nChanged 286
		SP:Iteration 4Q (55081.690000 sec): 3 clusters
  Score: Raw -683352.390998 + Penalty 2839.880625 = -680512.510373
  nChanged 255
		SP:Iteration 5Q (55081.920000 sec): 3 clusters
  Score: Raw -683493.327379 + Penalty 2839.880625 = -680653.446754
  nChanged 260
		SP:Iteration 6Q (55082.100000 sec): 3 clusters
  Score: Raw -683642.329410 + Penalty 2839.880625 = -680802.448785
  nChanged 236
		SP:Iteration 7Q (55082.290000 sec): 3 clusters
  Score: Raw -683767.452446 + Penalty 2839.880625 = -680927.571821
  nChanged 216
		SP:Iteration 8Q (55082.530000 sec): 3 clusters
  Score: Raw -683896.101888 + Penalty 2839.880625 = -681056.221263
  nChanged 225
		SP:Iteration 9Q (55082.720000 sec): 3 clusters
  Score: Raw -684023.549418 + Penalty 2839.880625 = -681183.668793
  nChanged 196
		SP:Iteration 10Q (55082.970000 sec): 3 clusters
  Score: Raw -684128.863344 + Penalty 2839.880625 = -681288.982719
  nChanged 173
		SP:Iteration 11Q (55083.150000 sec): 3 clusters
  Score: Raw -684226.622762 + Penalty 2839.880625 = -681386.742137
  nChanged 149
		SP:Iteration 12Q (55083.380000 sec): 3 clusters
  Score: Raw -684319.405834 + Penalty 2839.880625 = -681479.525209
  nChanged 156
		SP:Iteration 13Q (55083.560000 sec): 3 clusters
  Score: Raw -684416.077786 + Penalty 2839.880625 = -681576.197161
  nChanged 123
		SP:Iteration 14Q (55083.740000 sec): 3 clusters
  Score: Raw -684487.221511 + Penalty 2839.880625 = -681647.340886
  nChanged 108
		SP:Iteration 15Q (55083.950000 sec): 3 clusters
  Score: Raw -684552.292779 + Penalty 2839.880625 = -681712.412154
  nChanged 102
		SP:Iteration 16Q (55084.170000 sec): 3 clusters
  Score: Raw -684602.993639 + Penalty 2839.880625 = -681763.113014
  nChanged 92
		SP:Iteration 17Q (55084.360000 sec): 3 clusters
  Score: Raw -684655.474975 + Penalty 2839.880625 = -681815.594350
  nChanged 77
		SP:Iteration 18Q (55084.540000 sec): 3 clusters
  Score: Raw -684701.663688 + Penalty 2839.880625 = -681861.783063
  nChanged 76
		SP:Iteration 19Q (55084.720000 sec): 3 clusters
  Score: Raw -684755.036015 + Penalty 2839.880625 = -681915.155390
  nChanged 93
		SP:Iteration 20F (55084.880000 sec): 3 clusters
  Score: Raw -684816.160285 + Penalty 2839.880625 = -681976.279660
  nChanged 66
		SP:Iteration 21Q (55085.120000 sec): 3 clusters
  Score: Raw -684856.845857 + Penalty 2839.880625 = -682016.965232
  nChanged 60
		SP:Iteration 22Q (55085.300000 sec): 3 clusters
  Score: Raw -684886.726687 + Penalty 2839.880625 = -682046.846062
  nChanged 47
		SP:Iteration 23Q (55085.530000 sec): 3 clusters
  Score: Raw -684907.540053 + Penalty 2839.880625 = -682067.659428
  nChanged 32
		SP:Iteration 24Q (55085.730000 sec): 3 clusters
  Score: Raw -684920.602040 + Penalty 2839.880625 = -682080.721415
  nChanged 33
		SP:Iteration 25Q (55085.920000 sec): 3 clusters
  Score: Raw -684930.795533 + Penalty 2839.880625 = -682090.914908
  nChanged 20
		SP:Iteration 26Q (55086.100000 sec): 3 clusters
  Score: Raw -684938.223805 + Penalty 2839.880625 = -682098.343180
  nChanged 20
		SP:Iteration 27Q (55086.300000 sec): 3 clusters
  Score: Raw -684944.940425 + Penalty 2839.880625 = -682105.059801
  nChanged 16
		SP:Iteration 28Q (55086.490000 sec): 3 clusters
  Score: Raw -684948.994835 + Penalty 2839.880625 = -682109.114210
  nChanged 14
		SP:Iteration 29Q (55086.700000 sec): 3 clusters
  Score: Raw -684953.398319 + Penalty 2839.880625 = -682113.517694
  nChanged 11
		SP:Iteration 30Q (55086.880000 sec): 3 clusters
  Score: Raw -684955.890173 + Penalty 2839.880625 = -682116.009548
  nChanged 10
		SP:Iteration 31Q (55087.060000 sec): 3 clusters
  Score: Raw -684957.077587 + Penalty 2839.880625 = -682117.196962
  nChanged 2
		SP:Iteration 32Q (55087.290000 sec): 3 clusters
  Score: Raw -684957.622741 + Penalty 2839.880625 = -682117.742116
  nChanged 3
		SP:Iteration 33Q (55087.490000 sec): 3 clusters
  Score: Raw -684958.364731 + Penalty 2839.880625 = -682118.484106
  nChanged 2
		SP:Iteration 34Q (55087.670000 sec): 3 clusters
  Score: Raw -684958.592879 + Penalty 2839.880625 = -682118.712255
  nChanged 1
		SP:Iteration 35Q (55087.870000 sec): 3 clusters
  Score: Raw -684958.634270 + Penalty 2839.880625 = -682118.753646
  nChanged 0
		SP:Iteration 36F (55088.040000 sec): 3 clusters
  Score: Raw -684958.634270 + Penalty 2839.880625 = -682118.753646
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55088.140000 sec): 2 clusters
  Score: Raw -324561.432526 + Penalty 1321.278124 = -323240.154402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55088.280000 sec): 3 clusters
  Score: Raw -323012.367799 + Penalty 2642.556248 = -320369.811551
  nChanged 1331
		SP:Iteration 1F (55088.440000 sec): 3 clusters
  Score: Raw -324235.300520 + Penalty 2642.556248 = -321592.744272
  nChanged 450
		SP:Iteration 2F (55088.610000 sec): 3 clusters
  Score: Raw -324813.019790 + Penalty 2642.556248 = -322170.463542
  nChanged 315
		SP:Iteration 3F (55088.750000 sec): 3 clusters
  Score: Raw -325177.315459 + Penalty 2642.556248 = -322534.759211
  nChanged 194
		SP:Iteration 4F (55088.930000 sec): 3 clusters
  Score: Raw -325343.982221 + Penalty 2642.556248 = -322701.425972
  nChanged 130
		SP:Iteration 5Q (55089.140000 sec): 3 clusters
  Score: Raw -325433.928253 + Penalty 2642.556248 = -322791.372004
  nChanged 80
		SP:Iteration 6Q (55089.350000 sec): 3 clusters
  Score: Raw -325485.076018 + Penalty 2642.556248 = -322842.519770
  nChanged 59
		SP:Iteration 7Q (55089.510000 sec): 3 clusters
  Score: Raw -325530.941701 + Penalty 2642.556248 = -322888.385452
  nChanged 46
		SP:Iteration 8Q (55089.670000 sec): 3 clusters
  Score: Raw -325558.106511 + Penalty 2642.556248 = -322915.550262
  nChanged 29
		SP:Iteration 9Q (55089.880000 sec): 3 clusters
  Score: Raw -325568.843395 + Penalty 2642.556248 = -322926.287147
  nChanged 15
		SP:Iteration 10Q (55090.090000 sec): 3 clusters
  Score: Raw -325576.512640 + Penalty 2642.556248 = -322933.956392
  nChanged 11
		SP:Iteration 11Q (55090.220000 sec): 3 clusters
  Score: Raw -325581.458763 + Penalty 2642.556248 = -322938.902515
  nChanged 10
		SP:Iteration 12Q (55090.430000 sec): 3 clusters
  Score: Raw -325585.862450 + Penalty 2642.556248 = -322943.306201
  nChanged 8
		SP:Iteration 13Q (55090.630000 sec): 3 clusters
  Score: Raw -325589.254688 + Penalty 2642.556248 = -322946.698440
  nChanged 3
		SP:Iteration 14Q (55090.800000 sec): 3 clusters
  Score: Raw -325590.153273 + Penalty 2642.556248 = -322947.597025
  nChanged 2
		SP:Iteration 15Q (55090.990000 sec): 3 clusters
  Score: Raw -325591.315301 + Penalty 2642.556248 = -322948.759053
  nChanged 1
		SP:Iteration 16Q (55091.180000 sec): 3 clusters
  Score: Raw -325591.584728 + Penalty 2642.556248 = -322949.028480
  nChanged 1
		SP:Iteration 17Q (55091.380000 sec): 3 clusters
  Score: Raw -325591.893464 + Penalty 2642.556248 = -322949.337215
  nChanged 0
		SP:Iteration 18F (55091.560000 sec): 3 clusters
  Score: Raw -325591.893464 + Penalty 2642.556248 = -322949.337215
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55091.690000 sec): 2 clusters
  Score: Raw -297290.237963 + Penalty 1291.555198 = -295998.682765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55091.860000 sec): 3 clusters
  Score: Raw -295986.088601 + Penalty 2583.110397 = -293402.978204
  nChanged 1058
		SP:Iteration 1F (55092.080000 sec): 3 clusters
  Score: Raw -296638.763248 + Penalty 2583.110397 = -294055.652851
  nChanged 229
		SP:Iteration 2F (55092.260000 sec): 3 clusters
  Score: Raw -296788.044463 + Penalty 2583.110397 = -294204.934066
  nChanged 130
		SP:Iteration 3Q (55092.400000 sec): 3 clusters
  Score: Raw -296870.589183 + Penalty 2583.110397 = -294287.478786
  nChanged 101
		SP:Iteration 4Q (55092.560000 sec): 3 clusters
  Score: Raw -296940.825285 + Penalty 2583.110397 = -294357.714888
  nChanged 93
		SP:Iteration 5Q (55092.730000 sec): 3 clusters
  Score: Raw -297000.958936 + Penalty 2583.110397 = -294417.848539
  nChanged 90
		SP:Iteration 6Q (55092.920000 sec): 3 clusters
  Score: Raw -297055.210125 + Penalty 2583.110397 = -294472.099728
  nChanged 74
		SP:Iteration 7Q (55093.110000 sec): 3 clusters
  Score: Raw -297098.627503 + Penalty 2583.110397 = -294515.517106
  nChanged 66
		SP:Iteration 8Q (55093.260000 sec): 3 clusters
  Score: Raw -297135.850289 + Penalty 2583.110397 = -294552.739892
  nChanged 58
		SP:Iteration 9Q (55093.450000 sec): 3 clusters
  Score: Raw -297166.529928 + Penalty 2583.110397 = -294583.419531
  nChanged 58
		SP:Iteration 10Q (55093.630000 sec): 3 clusters
  Score: Raw -297189.232950 + Penalty 2583.110397 = -294606.122553
  nChanged 47
		SP:Iteration 11Q (55093.820000 sec): 3 clusters
  Score: Raw -297209.469755 + Penalty 2583.110397 = -294626.359358
  nChanged 40
		SP:Iteration 12Q (55094.000000 sec): 3 clusters
  Score: Raw -297229.294919 + Penalty 2583.110397 = -294646.184522
  nChanged 33
		SP:Iteration 13Q (55094.190000 sec): 3 clusters
  Score: Raw -297245.034719 + Penalty 2583.110397 = -294661.924322
  nChanged 36
		SP:Iteration 14Q (55094.370000 sec): 3 clusters
  Score: Raw -297261.604432 + Penalty 2583.110397 = -294678.494035
  nChanged 35
		SP:Iteration 15Q (55094.530000 sec): 3 clusters
  Score: Raw -297279.197104 + Penalty 2583.110397 = -294696.086707
  nChanged 40
		SP:Iteration 16Q (55094.720000 sec): 3 clusters
  Score: Raw -297305.436151 + Penalty 2583.110397 = -294722.325754
  nChanged 50
		SP:Iteration 17Q (55094.880000 sec): 3 clusters
  Score: Raw -297335.002055 + Penalty 2583.110397 = -294751.891659
  nChanged 52
		SP:Iteration 18Q (55095.070000 sec): 3 clusters
  Score: Raw -297356.695239 + Penalty 2583.110397 = -294773.584842
  nChanged 44
		SP:Iteration 19Q (55095.230000 sec): 3 clusters
  Score: Raw -297382.854063 + Penalty 2583.110397 = -294799.743666
  nChanged 49
		SP:Iteration 20F (55095.410000 sec): 3 clusters
  Score: Raw -297417.489516 + Penalty 2583.110397 = -294834.379120
  nChanged 50
		SP:Iteration 21Q (55095.560000 sec): 3 clusters
  Score: Raw -297441.605047 + Penalty 2583.110397 = -294858.494650
  nChanged 35
		SP:Iteration 22Q (55095.750000 sec): 3 clusters
  Score: Raw -297457.534363 + Penalty 2583.110397 = -294874.423966
  nChanged 28
		SP:Iteration 23Q (55095.940000 sec): 3 clusters
  Score: Raw -297469.607426 + Penalty 2583.110397 = -294886.497029
  nChanged 26
		SP:Iteration 24Q (55096.150000 sec): 3 clusters
  Score: Raw -297482.132624 + Penalty 2583.110397 = -294899.022227
  nChanged 25
		SP:Iteration 25Q (55096.310000 sec): 3 clusters
  Score: Raw -297496.579332 + Penalty 2583.110397 = -294913.468935
  nChanged 18
		SP:Iteration 26Q (55096.500000 sec): 3 clusters
  Score: Raw -297505.138831 + Penalty 2583.110397 = -294922.028434
  nChanged 16
		SP:Iteration 27Q (55096.640000 sec): 3 clusters
  Score: Raw -297512.971413 + Penalty 2583.110397 = -294929.861016
  nChanged 10
		SP:Iteration 28Q (55096.830000 sec): 3 clusters
  Score: Raw -297517.242835 + Penalty 2583.110397 = -294934.132438
  nChanged 10
		SP:Iteration 29Q (55097.020000 sec): 3 clusters
  Score: Raw -297520.090476 + Penalty 2583.110397 = -294936.980079
  nChanged 7
		SP:Iteration 30Q (55097.200000 sec): 3 clusters
  Score: Raw -297523.557576 + Penalty 2583.110397 = -294940.447179
  nChanged 10
		SP:Iteration 31Q (55097.380000 sec): 3 clusters
  Score: Raw -297526.361992 + Penalty 2583.110397 = -294943.251595
  nChanged 5
		SP:Iteration 32Q (55097.580000 sec): 3 clusters
  Score: Raw -297528.172242 + Penalty 2583.110397 = -294945.061845
  nChanged 6
		SP:Iteration 33Q (55097.760000 sec): 3 clusters
  Score: Raw -297529.767146 + Penalty 2583.110397 = -294946.656750
  nChanged 9
		SP:Iteration 34Q (55097.960000 sec): 3 clusters
  Score: Raw -297533.109781 + Penalty 2583.110397 = -294949.999384
  nChanged 6
		SP:Iteration 35Q (55098.160000 sec): 3 clusters
  Score: Raw -297534.939502 + Penalty 2583.110397 = -294951.829105
  nChanged 6
		SP:Iteration 36Q (55098.350000 sec): 3 clusters
  Score: Raw -297537.551602 + Penalty 2583.110397 = -294954.441205
  nChanged 6
		SP:Iteration 37Q (55098.510000 sec): 3 clusters
  Score: Raw -297540.216768 + Penalty 2583.110397 = -294957.106371
  nChanged 4
		SP:Iteration 38Q (55098.660000 sec): 3 clusters
  Score: Raw -297541.818278 + Penalty 2583.110397 = -294958.707881
  nChanged 4
		SP:Iteration 39Q (55098.800000 sec): 3 clusters
  Score: Raw -297543.279297 + Penalty 2583.110397 = -294960.168900
  nChanged 4
		SP:Iteration 40F (55098.970000 sec): 3 clusters
  Score: Raw -297545.193833 + Penalty 2583.110397 = -294962.083436
  nChanged 3
		SP:Iteration 41Q (55099.170000 sec): 3 clusters
  Score: Raw -297546.269128 + Penalty 2583.110397 = -294963.158731
  nChanged 6
		SP:Iteration 42Q (55099.360000 sec): 3 clusters
  Score: Raw -297549.031713 + Penalty 2583.110397 = -294965.921316
  nChanged 6
		SP:Iteration 43Q (55099.530000 sec): 3 clusters
  Score: Raw -297551.468830 + Penalty 2583.110397 = -294968.358433
  nChanged 7
		SP:Iteration 44Q (55099.650000 sec): 3 clusters
  Score: Raw -297553.014737 + Penalty 2583.110397 = -294969.904340
  nChanged 4
		SP:Iteration 45Q (55099.770000 sec): 3 clusters
  Score: Raw -297554.657538 + Penalty 2583.110397 = -294971.547141
  nChanged 2
		SP:Iteration 46Q (55099.920000 sec): 3 clusters
  Score: Raw -297556.423204 + Penalty 2583.110397 = -294973.312807
  nChanged 4
		SP:Iteration 47Q (55100.120000 sec): 3 clusters
  Score: Raw -297560.272282 + Penalty 2583.110397 = -294977.161885
  nChanged 6
		SP:Iteration 48Q (55100.320000 sec): 3 clusters
  Score: Raw -297562.555360 + Penalty 2583.110397 = -294979.444963
  nChanged 5
		SP:Iteration 49Q (55100.440000 sec): 3 clusters
  Score: Raw -297564.251277 + Penalty 2583.110397 = -294981.140880
  nChanged 2
		SP:Iteration 50Q (55100.660000 sec): 3 clusters
  Score: Raw -297564.866093 + Penalty 2583.110397 = -294981.755696
  nChanged 4
		SP:Iteration 51Q (55100.820000 sec): 3 clusters
  Score: Raw -297566.139636 + Penalty 2583.110397 = -294983.029239
  nChanged 7
		SP:Iteration 52Q (55101.020000 sec): 3 clusters
  Score: Raw -297568.476002 + Penalty 2583.110397 = -294985.365605
  nChanged 5
		SP:Iteration 53Q (55101.180000 sec): 3 clusters
  Score: Raw -297571.043360 + Penalty 2583.110397 = -294987.932963
  nChanged 2
		SP:Iteration 54Q (55101.330000 sec): 3 clusters
  Score: Raw -297572.317829 + Penalty 2583.110397 = -294989.207432
  nChanged 3
		SP:Iteration 55Q (55101.460000 sec): 3 clusters
  Score: Raw -297573.821430 + Penalty 2583.110397 = -294990.711033
  nChanged 1
		SP:Iteration 56Q (55101.590000 sec): 3 clusters
  Score: Raw -297574.186777 + Penalty 2583.110397 = -294991.076380
  nChanged 2
		SP:Iteration 57Q (55101.740000 sec): 3 clusters
  Score: Raw -297574.834812 + Penalty 2583.110397 = -294991.724415
  nChanged 0
		SP:Iteration 58F (55101.890000 sec): 3 clusters
  Score: Raw -297574.834812 + Penalty 2583.110397 = -294991.724415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55101.960000 sec): 2 clusters
  Score: Raw -84426.812771 + Penalty 1094.949780 = -83331.862990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55102.140000 sec): 3 clusters
  Score: Raw -84318.976858 + Penalty 2189.899561 = -82129.077297
  nChanged 254
		SP:Iteration 1F (55102.300000 sec): 3 clusters
  Score: Raw -84646.668980 + Penalty 2189.899561 = -82456.769419
  nChanged 70
		SP:Iteration 2F (55102.500000 sec): 3 clusters
  Score: Raw -84739.466144 + Penalty 2189.899561 = -82549.566583
  nChanged 29
		SP:Iteration 3Q (55102.660000 sec): 3 clusters
  Score: Raw -84784.019178 + Penalty 2189.899561 = -82594.119618
  nChanged 29
		SP:Iteration 4Q (55102.860000 sec): 3 clusters
  Score: Raw -84833.801305 + Penalty 2189.899561 = -82643.901744
  nChanged 24
		SP:Iteration 5Q (55102.980000 sec): 3 clusters
  Score: Raw -84860.507598 + Penalty 2189.899561 = -82670.608037
  nChanged 19
		SP:Iteration 6Q (55103.120000 sec): 3 clusters
  Score: Raw -84886.616997 + Penalty 2189.899561 = -82696.717436
  nChanged 14
		SP:Iteration 7Q (55103.300000 sec): 3 clusters
  Score: Raw -84905.382777 + Penalty 2189.899561 = -82715.483216
  nChanged 26
		SP:Iteration 8Q (55103.470000 sec): 3 clusters
  Score: Raw -84942.621107 + Penalty 2189.899561 = -82752.721546
  nChanged 26
		SP:Iteration 9Q (55103.620000 sec): 3 clusters
  Score: Raw -84975.972973 + Penalty 2189.899561 = -82786.073412
  nChanged 22
		SP:Iteration 10Q (55103.780000 sec): 3 clusters
  Score: Raw -85004.900124 + Penalty 2189.899561 = -82815.000564
  nChanged 18
		SP:Iteration 11Q (55103.930000 sec): 3 clusters
  Score: Raw -85028.395252 + Penalty 2189.899561 = -82838.495691
  nChanged 22
		SP:Iteration 12Q (55104.110000 sec): 3 clusters
  Score: Raw -85078.433787 + Penalty 2189.899561 = -82888.534226
  nChanged 21
		SP:Iteration 13Q (55104.260000 sec): 3 clusters
  Score: Raw -85123.804588 + Penalty 2189.899561 = -82933.905027
  nChanged 11
		SP:Iteration 14Q (55104.440000 sec): 3 clusters
  Score: Raw -85137.391313 + Penalty 2189.899561 = -82947.491753
  nChanged 8
		SP:Iteration 15Q (55104.630000 sec): 3 clusters
  Score: Raw -85146.874888 + Penalty 2189.899561 = -82956.975327
  nChanged 3
		SP:Iteration 16Q (55104.790000 sec): 3 clusters
  Score: Raw -85153.531607 + Penalty 2189.899561 = -82963.632046
  nChanged 2
		SP:Iteration 17Q (55104.960000 sec): 3 clusters
  Score: Raw -85155.527731 + Penalty 2189.899561 = -82965.628171
  nChanged 0
		SP:Iteration 18F (55105.140000 sec): 3 clusters
  Score: Raw -85155.816403 + Penalty 2189.899561 = -82965.916842
  nChanged 1
		SP:Iteration 19Q (55105.330000 sec): 3 clusters
  Score: Raw -85162.820326 + Penalty 2189.899561 = -82972.920766
  nChanged 1
		SP:Iteration 20F (55105.490000 sec): 3 clusters
  Score: Raw -85163.277917 + Penalty 2189.899561 = -82973.378356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55105.620000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55105.840000 sec): 3 clusters
  Score: Raw -545814.717767 + Penalty 2767.241687 = -543047.476080
  nChanged 2105
		SP:Iteration 1F (55106.030000 sec): 3 clusters
  Score: Raw -546974.172239 + Penalty 2767.241687 = -544206.930552
  nChanged 374
		SP:Iteration 2F (55106.220000 sec): 3 clusters
  Score: Raw -547168.330044 + Penalty 2767.241687 = -544401.088358
  nChanged 279
		SP:Iteration 3F (55106.400000 sec): 3 clusters
  Score: Raw -547314.233493 + Penalty 2767.241687 = -544546.991806
  nChanged 234
		SP:Iteration 4Q (55106.600000 sec): 3 clusters
  Score: Raw -547427.005046 + Penalty 2767.241687 = -544659.763360
  nChanged 202
		SP:Iteration 5Q (55106.770000 sec): 3 clusters
  Score: Raw -547523.618785 + Penalty 2767.241687 = -544756.377098
  nChanged 167
		SP:Iteration 6Q (55106.940000 sec): 3 clusters
  Score: Raw -547599.585243 + Penalty 2767.241687 = -544832.343556
  nChanged 152
		SP:Iteration 7Q (55107.120000 sec): 3 clusters
  Score: Raw -547666.794869 + Penalty 2767.241687 = -544899.553182
  nChanged 148
		SP:Iteration 8Q (55107.310000 sec): 3 clusters
  Score: Raw -547738.290549 + Penalty 2767.241687 = -544971.048862
  nChanged 149
		SP:Iteration 9Q (55107.510000 sec): 3 clusters
  Score: Raw -547812.505260 + Penalty 2767.241687 = -545045.263573
  nChanged 143
		SP:Iteration 10Q (55107.640000 sec): 3 clusters
  Score: Raw -547882.707629 + Penalty 2767.241687 = -545115.465943
  nChanged 140
		SP:Iteration 11Q (55107.850000 sec): 3 clusters
  Score: Raw -547951.855438 + Penalty 2767.241687 = -545184.613751
  nChanged 147
		SP:Iteration 12Q (55108.050000 sec): 3 clusters
  Score: Raw -548029.909931 + Penalty 2767.241687 = -545262.668244
  nChanged 140
		SP:Iteration 13Q (55108.200000 sec): 3 clusters
  Score: Raw -548102.334536 + Penalty 2767.241687 = -545335.092849
  nChanged 134
		SP:Iteration 14Q (55108.410000 sec): 3 clusters
  Score: Raw -548172.815381 + Penalty 2767.241687 = -545405.573694
  nChanged 132
		SP:Iteration 15Q (55108.590000 sec): 3 clusters
  Score: Raw -548239.696342 + Penalty 2767.241687 = -545472.454655
  nChanged 125
		SP:Iteration 16Q (55108.790000 sec): 3 clusters
  Score: Raw -548313.328808 + Penalty 2767.241687 = -545546.087121
  nChanged 128
		SP:Iteration 17Q (55108.970000 sec): 3 clusters
  Score: Raw -548393.127935 + Penalty 2767.241687 = -545625.886248
  nChanged 110
		SP:Iteration 18Q (55109.150000 sec): 3 clusters
  Score: Raw -548451.711033 + Penalty 2767.241687 = -545684.469346
  nChanged 105
		SP:Iteration 19Q (55109.320000 sec): 3 clusters
  Score: Raw -548501.145955 + Penalty 2767.241687 = -545733.904269
  nChanged 90
		SP:Iteration 20F (55109.490000 sec): 3 clusters
  Score: Raw -548542.366500 + Penalty 2767.241687 = -545775.124814
  nChanged 62
		SP:Iteration 21Q (55109.670000 sec): 3 clusters
  Score: Raw -548564.547531 + Penalty 2767.241687 = -545797.305844
  nChanged 40
		SP:Iteration 22Q (55109.850000 sec): 3 clusters
  Score: Raw -548578.742374 + Penalty 2767.241687 = -545811.500688
  nChanged 37
		SP:Iteration 23Q (55110.020000 sec): 3 clusters
  Score: Raw -548590.646503 + Penalty 2767.241687 = -545823.404816
  nChanged 27
		SP:Iteration 24Q (55110.220000 sec): 3 clusters
  Score: Raw -548599.833924 + Penalty 2767.241687 = -545832.592237
  nChanged 28
		SP:Iteration 25Q (55110.450000 sec): 3 clusters
  Score: Raw -548609.922294 + Penalty 2767.241687 = -545842.680608
  nChanged 26
		SP:Iteration 26Q (55110.640000 sec): 3 clusters
  Score: Raw -548619.708605 + Penalty 2767.241687 = -545852.466919
  nChanged 18
		SP:Iteration 27Q (55110.840000 sec): 3 clusters
  Score: Raw -548627.770163 + Penalty 2767.241687 = -545860.528476
  nChanged 18
		SP:Iteration 28Q (55111.000000 sec): 3 clusters
  Score: Raw -548634.768325 + Penalty 2767.241687 = -545867.526639
  nChanged 16
		SP:Iteration 29Q (55111.150000 sec): 3 clusters
  Score: Raw -548640.779732 + Penalty 2767.241687 = -545873.538046
  nChanged 21
		SP:Iteration 30Q (55111.320000 sec): 3 clusters
  Score: Raw -548647.995806 + Penalty 2767.241687 = -545880.754119
  nChanged 17
		SP:Iteration 31Q (55111.520000 sec): 3 clusters
  Score: Raw -548652.480852 + Penalty 2767.241687 = -545885.239165
  nChanged 16
		SP:Iteration 32Q (55111.760000 sec): 3 clusters
  Score: Raw -548658.021077 + Penalty 2767.241687 = -545890.779391
  nChanged 7
		SP:Iteration 33Q (55111.970000 sec): 3 clusters
  Score: Raw -548661.091834 + Penalty 2767.241687 = -545893.850147
  nChanged 11
		SP:Iteration 34Q (55112.170000 sec): 3 clusters
  Score: Raw -548664.357940 + Penalty 2767.241687 = -545897.116253
  nChanged 7
		SP:Iteration 35Q (55112.360000 sec): 3 clusters
  Score: Raw -548666.362492 + Penalty 2767.241687 = -545899.120805
  nChanged 3
		SP:Iteration 36Q (55112.580000 sec): 3 clusters
  Score: Raw -548668.147729 + Penalty 2767.241687 = -545900.906043
  nChanged 3
		SP:Iteration 37Q (55112.730000 sec): 3 clusters
  Score: Raw -548668.927608 + Penalty 2767.241687 = -545901.685921
  nChanged 0
		SP:Iteration 38F (55112.920000 sec): 3 clusters
  Score: Raw -548668.927608 + Penalty 2767.241687 = -545901.685921
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55113.060000 sec): 2 clusters
  Score: Raw -1072262.282604 + Penalty 1493.181666 = -1070769.100937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55113.290000 sec): 3 clusters
  Score: Raw -1066762.795910 + Penalty 2986.363332 = -1063776.432577
  nChanged 4153
		SP:Iteration 1F (55113.520000 sec): 3 clusters
  Score: Raw -1069108.277175 + Penalty 2986.363332 = -1066121.913842
  nChanged 707
		SP:Iteration 2F (55113.760000 sec): 3 clusters
  Score: Raw -1069475.891659 + Penalty 2986.363332 = -1066489.528327
  nChanged 622
		SP:Iteration 3F (55113.990000 sec): 3 clusters
  Score: Raw -1069824.873698 + Penalty 2986.363332 = -1066838.510366
  nChanged 606
		SP:Iteration 4F (55114.230000 sec): 3 clusters
  Score: Raw -1070222.085223 + Penalty 2986.363332 = -1067235.721890
  nChanged 585
		SP:Iteration 5F (55114.430000 sec): 3 clusters
  Score: Raw -1070621.971174 + Penalty 2986.363332 = -1067635.607842
  nChanged 519
		SP:Iteration 6F (55114.690000 sec): 3 clusters
  Score: Raw -1070969.682464 + Penalty 2986.363332 = -1067983.319132
  nChanged 433
		SP:Iteration 7Q (55114.890000 sec): 3 clusters
  Score: Raw -1071273.715276 + Penalty 2986.363332 = -1068287.351944
  nChanged 390
		SP:Iteration 8Q (55115.150000 sec): 3 clusters
  Score: Raw -1071545.533978 + Penalty 2986.363332 = -1068559.170646
  nChanged 305
		SP:Iteration 9Q (55115.350000 sec): 3 clusters
  Score: Raw -1071756.960639 + Penalty 2986.363332 = -1068770.597306
  nChanged 238
		SP:Iteration 10Q (55115.610000 sec): 3 clusters
  Score: Raw -1071944.479050 + Penalty 2986.363332 = -1068958.115717
  nChanged 199
		SP:Iteration 11Q (55115.830000 sec): 3 clusters
  Score: Raw -1072097.357143 + Penalty 2986.363332 = -1069110.993810
  nChanged 153
		SP:Iteration 12Q (55116.010000 sec): 3 clusters
  Score: Raw -1072222.405704 + Penalty 2986.363332 = -1069236.042371
  nChanged 118
		SP:Iteration 13Q (55116.230000 sec): 3 clusters
  Score: Raw -1072312.424666 + Penalty 2986.363332 = -1069326.061334
  nChanged 86
		SP:Iteration 14Q (55116.500000 sec): 3 clusters
  Score: Raw -1072385.387908 + Penalty 2986.363332 = -1069399.024576
  nChanged 66
		SP:Iteration 15Q (55116.680000 sec): 3 clusters
  Score: Raw -1072430.642839 + Penalty 2986.363332 = -1069444.279506
  nChanged 43
		SP:Iteration 16Q (55116.900000 sec): 3 clusters
  Score: Raw -1072474.237305 + Penalty 2986.363332 = -1069487.873973
  nChanged 33
		SP:Iteration 17Q (55117.140000 sec): 3 clusters
  Score: Raw -1072499.907923 + Penalty 2986.363332 = -1069513.544591
  nChanged 23
		SP:Iteration 18Q (55117.310000 sec): 3 clusters
  Score: Raw -1072514.811754 + Penalty 2986.363332 = -1069528.448421
  nChanged 13
		SP:Iteration 19Q (55117.510000 sec): 3 clusters
  Score: Raw -1072521.279653 + Penalty 2986.363332 = -1069534.916321
  nChanged 10
		SP:Iteration 20F (55117.720000 sec): 3 clusters
  Score: Raw -1072526.856848 + Penalty 2986.363332 = -1069540.493516
  nChanged 10
		SP:Iteration 21Q (55117.900000 sec): 3 clusters
  Score: Raw -1072532.047747 + Penalty 2986.363332 = -1069545.684414
  nChanged 7
		SP:Iteration 22Q (55118.090000 sec): 3 clusters
  Score: Raw -1072534.655792 + Penalty 2986.363332 = -1069548.292460
  nChanged 2
		SP:Iteration 23Q (55118.290000 sec): 3 clusters
  Score: Raw -1072535.589009 + Penalty 2986.363332 = -1069549.225676
  nChanged 4
		SP:Iteration 24Q (55118.510000 sec): 3 clusters
  Score: Raw -1072537.436756 + Penalty 2986.363332 = -1069551.073424
  nChanged 2
		SP:Iteration 25Q (55118.700000 sec): 3 clusters
  Score: Raw -1072538.174771 + Penalty 2986.363332 = -1069551.811439
  nChanged 0
		SP:Iteration 26F (55118.920000 sec): 3 clusters
  Score: Raw -1072538.174771 + Penalty 2986.363332 = -1069551.811439
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55119.230000 sec): 2 clusters
  Score: Raw -3018205.886839 + Penalty 1660.426020 = -3016545.460818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55119.550000 sec): 3 clusters
  Score: Raw -3001422.674532 + Penalty 3320.852041 = -2998101.822492
  nChanged 12596
		SP:Iteration 1F (55119.860000 sec): 3 clusters
  Score: Raw -3008837.584519 + Penalty 3320.852041 = -3005516.732478
  nChanged 1714
		SP:Iteration 2F (55120.140000 sec): 3 clusters
  Score: Raw -3009725.996122 + Penalty 3320.852041 = -3006405.144082
  nChanged 1758
		SP:Iteration 3F (55120.440000 sec): 3 clusters
  Score: Raw -3010768.164710 + Penalty 3320.852041 = -3007447.312669
  nChanged 1763
		SP:Iteration 4F (55120.780000 sec): 3 clusters
  Score: Raw -3011890.071088 + Penalty 3320.852041 = -3008569.219047
  nChanged 1585
		SP:Iteration 5F (55121.050000 sec): 3 clusters
  Score: Raw -3012935.412659 + Penalty 3320.852041 = -3009614.560618
  nChanged 1354
		SP:Iteration 6Q (55121.410000 sec): 3 clusters
  Score: Raw -3013880.156628 + Penalty 3320.852041 = -3010559.304587
  nChanged 1195
		SP:Iteration 7Q (55121.770000 sec): 3 clusters
  Score: Raw -3014766.852093 + Penalty 3320.852041 = -3011446.000053
  nChanged 1038
		SP:Iteration 8Q (55122.090000 sec): 3 clusters
  Score: Raw -3015579.228172 + Penalty 3320.852041 = -3012258.376132
  nChanged 855
		SP:Iteration 9Q (55122.380000 sec): 3 clusters
  Score: Raw -3016192.109248 + Penalty 3320.852041 = -3012871.257207
  nChanged 677
		SP:Iteration 10Q (55122.750000 sec): 3 clusters
  Score: Raw -3016580.671961 + Penalty 3320.852041 = -3013259.819920
  nChanged 477
		SP:Iteration 11Q (55123.060000 sec): 3 clusters
  Score: Raw -3016808.487320 + Penalty 3320.852041 = -3013487.635279
  nChanged 363
		SP:Iteration 12Q (55123.350000 sec): 3 clusters
  Score: Raw -3016964.767676 + Penalty 3320.852041 = -3013643.915636
  nChanged 296
		SP:Iteration 13Q (55123.670000 sec): 3 clusters
  Score: Raw -3017079.483842 + Penalty 3320.852041 = -3013758.631802
  nChanged 232
		SP:Iteration 14Q (55124.010000 sec): 3 clusters
  Score: Raw -3017178.135614 + Penalty 3320.852041 = -3013857.283573
  nChanged 226
		SP:Iteration 15Q (55124.300000 sec): 3 clusters
  Score: Raw -3017270.495234 + Penalty 3320.852041 = -3013949.643193
  nChanged 231
		SP:Iteration 16Q (55124.590000 sec): 3 clusters
  Score: Raw -3017372.863604 + Penalty 3320.852041 = -3014052.011563
  nChanged 215
		SP:Iteration 17Q (55124.860000 sec): 3 clusters
  Score: Raw -3017455.538919 + Penalty 3320.852041 = -3014134.686878
  nChanged 202
		SP:Iteration 18Q (55125.180000 sec): 3 clusters
  Score: Raw -3017542.684332 + Penalty 3320.852041 = -3014221.832291
  nChanged 215
		SP:Iteration 19Q (55125.480000 sec): 3 clusters
  Score: Raw -3017631.187652 + Penalty 3320.852041 = -3014310.335611
  nChanged 196
		SP:Iteration 20F (55125.770000 sec): 3 clusters
  Score: Raw -3017717.781933 + Penalty 3320.852041 = -3014396.929892
  nChanged 181
		SP:Iteration 21Q (55126.050000 sec): 3 clusters
  Score: Raw -3017797.394538 + Penalty 3320.852041 = -3014476.542498
  nChanged 178
		SP:Iteration 22Q (55126.390000 sec): 3 clusters
  Score: Raw -3017869.859353 + Penalty 3320.852041 = -3014549.007312
  nChanged 158
		SP:Iteration 23Q (55126.700000 sec): 3 clusters
  Score: Raw -3017934.919219 + Penalty 3320.852041 = -3014614.067178
  nChanged 149
		SP:Iteration 24Q (55127.000000 sec): 3 clusters
  Score: Raw -3017997.746755 + Penalty 3320.852041 = -3014676.894715
  nChanged 143
		SP:Iteration 25Q (55127.310000 sec): 3 clusters
  Score: Raw -3018055.255969 + Penalty 3320.852041 = -3014734.403928
  nChanged 127
		SP:Iteration 26Q (55127.650000 sec): 3 clusters
  Score: Raw -3018102.384511 + Penalty 3320.852041 = -3014781.532470
  nChanged 115
		SP:Iteration 27Q (55127.940000 sec): 3 clusters
  Score: Raw -3018141.476442 + Penalty 3320.852041 = -3014820.624401
  nChanged 107
		SP:Iteration 28Q (55128.240000 sec): 3 clusters
  Score: Raw -3018170.601900 + Penalty 3320.852041 = -3014849.749859
  nChanged 81
		SP:Iteration 29Q (55128.570000 sec): 3 clusters
  Score: Raw -3018192.761916 + Penalty 3320.852041 = -3014871.909875
  nChanged 68
		SP:Iteration 30Q (55128.880000 sec): 3 clusters
  Score: Raw -3018208.720541 + Penalty 3320.852041 = -3014887.868500
  nChanged 55
		SP:Iteration 31Q (55129.250000 sec): 3 clusters
  Score: Raw -3018221.092548 + Penalty 3320.852041 = -3014900.240507
  nChanged 57
		SP:Iteration 32Q (55129.580000 sec): 3 clusters
  Score: Raw -3018237.020214 + Penalty 3320.852041 = -3014916.168174
  nChanged 52
		SP:Iteration 33Q (55129.860000 sec): 3 clusters
  Score: Raw -3018254.827397 + Penalty 3320.852041 = -3014933.975356
  nChanged 55
		SP:Iteration 34Q (55130.210000 sec): 3 clusters
  Score: Raw -3018276.784609 + Penalty 3320.852041 = -3014955.932569
  nChanged 66
		SP:Iteration 35Q (55130.500000 sec): 3 clusters
  Score: Raw -3018302.244567 + Penalty 3320.852041 = -3014981.392526
  nChanged 69
		SP:Iteration 36Q (55130.850000 sec): 3 clusters
  Score: Raw -3018319.629934 + Penalty 3320.852041 = -3014998.777893
  nChanged 41
		SP:Iteration 37Q (55131.180000 sec): 3 clusters
  Score: Raw -3018328.680123 + Penalty 3320.852041 = -3015007.828082
  nChanged 36
		SP:Iteration 38Q (55131.470000 sec): 3 clusters
  Score: Raw -3018335.304368 + Penalty 3320.852041 = -3015014.452327
  nChanged 36
		SP:Iteration 39Q (55131.810000 sec): 3 clusters
  Score: Raw -3018342.238994 + Penalty 3320.852041 = -3015021.386953
  nChanged 24
		SP:Iteration 40F (55132.170000 sec): 3 clusters
  Score: Raw -3018346.011975 + Penalty 3320.852041 = -3015025.159934
  nChanged 24
		SP:Iteration 41Q (55132.500000 sec): 3 clusters
  Score: Raw -3018349.753132 + Penalty 3320.852041 = -3015028.901092
  nChanged 20
		SP:Iteration 42Q (55132.800000 sec): 3 clusters
  Score: Raw -3018352.929011 + Penalty 3320.852041 = -3015032.076971
  nChanged 16
		SP:Iteration 43Q (55133.150000 sec): 3 clusters
  Score: Raw -3018355.403042 + Penalty 3320.852041 = -3015034.551001
  nChanged 14
		SP:Iteration 44Q (55133.480000 sec): 3 clusters
  Score: Raw -3018356.882992 + Penalty 3320.852041 = -3015036.030951
  nChanged 8
		SP:Iteration 45Q (55133.790000 sec): 3 clusters
  Score: Raw -3018358.502809 + Penalty 3320.852041 = -3015037.650768
  nChanged 13
		SP:Iteration 46Q (55134.140000 sec): 3 clusters
  Score: Raw -3018360.377291 + Penalty 3320.852041 = -3015039.525250
  nChanged 11
		SP:Iteration 47Q (55134.470000 sec): 3 clusters
  Score: Raw -3018362.638047 + Penalty 3320.852041 = -3015041.786006
  nChanged 12
		SP:Iteration 48Q (55134.780000 sec): 3 clusters
  Score: Raw -3018364.758496 + Penalty 3320.852041 = -3015043.906455
  nChanged 12
		SP:Iteration 49Q (55135.140000 sec): 3 clusters
  Score: Raw -3018366.919893 + Penalty 3320.852041 = -3015046.067852
  nChanged 13
		SP:Iteration 50Q (55135.480000 sec): 3 clusters
  Score: Raw -3018369.364644 + Penalty 3320.852041 = -3015048.512603
  nChanged 18
		SP:Iteration 51Q (55135.840000 sec): 3 clusters
  Score: Raw -3018373.641598 + Penalty 3320.852041 = -3015052.789557
  nChanged 24
		SP:Iteration 52Q (55136.180000 sec): 3 clusters
  Score: Raw -3018378.107500 + Penalty 3320.852041 = -3015057.255460
  nChanged 19
		SP:Iteration 53Q (55136.520000 sec): 3 clusters
  Score: Raw -3018381.063157 + Penalty 3320.852041 = -3015060.211117
  nChanged 18
		SP:Iteration 54Q (55136.860000 sec): 3 clusters
  Score: Raw -3018384.324337 + Penalty 3320.852041 = -3015063.472296
  nChanged 20
		SP:Iteration 55Q (55137.210000 sec): 3 clusters
  Score: Raw -3018388.229412 + Penalty 3320.852041 = -3015067.377372
  nChanged 21
		SP:Iteration 56Q (55137.510000 sec): 3 clusters
  Score: Raw -3018393.509454 + Penalty 3320.852041 = -3015072.657413
  nChanged 21
		SP:Iteration 57Q (55137.810000 sec): 3 clusters
  Score: Raw -3018397.852861 + Penalty 3320.852041 = -3015077.000820
  nChanged 19
		SP:Iteration 58Q (55138.160000 sec): 3 clusters
  Score: Raw -3018400.590286 + Penalty 3320.852041 = -3015079.738245
  nChanged 16
		SP:Iteration 59Q (55138.510000 sec): 3 clusters
  Score: Raw -3018403.128646 + Penalty 3320.852041 = -3015082.276605
  nChanged 15
		SP:Iteration 60F (55138.820000 sec): 3 clusters
  Score: Raw -3018405.573048 + Penalty 3320.852041 = -3015084.721007
  nChanged 14
		SP:Iteration 61Q (55139.140000 sec): 3 clusters
  Score: Raw -3018408.597259 + Penalty 3320.852041 = -3015087.745218
  nChanged 17
		SP:Iteration 62Q (55139.460000 sec): 3 clusters
  Score: Raw -3018412.106391 + Penalty 3320.852041 = -3015091.254350
  nChanged 10
		SP:Iteration 63Q (55139.750000 sec): 3 clusters
  Score: Raw -3018414.185710 + Penalty 3320.852041 = -3015093.333670
  nChanged 6
		SP:Iteration 64Q (55140.080000 sec): 3 clusters
  Score: Raw -3018415.551117 + Penalty 3320.852041 = -3015094.699076
  nChanged 8
		SP:Iteration 65Q (55140.400000 sec): 3 clusters
  Score: Raw -3018417.224552 + Penalty 3320.852041 = -3015096.372512
  nChanged 8
		SP:Iteration 66Q (55140.740000 sec): 3 clusters
  Score: Raw -3018418.964817 + Penalty 3320.852041 = -3015098.112777
  nChanged 10
		SP:Iteration 67Q (55141.110000 sec): 3 clusters
  Score: Raw -3018420.126935 + Penalty 3320.852041 = -3015099.274894
  nChanged 5
		SP:Iteration 68Q (55141.450000 sec): 3 clusters
  Score: Raw -3018421.169120 + Penalty 3320.852041 = -3015100.317079
  nChanged 7
		SP:Iteration 69Q (55141.740000 sec): 3 clusters
  Score: Raw -3018422.817840 + Penalty 3320.852041 = -3015101.965799
  nChanged 13
		SP:Iteration 70Q (55142.050000 sec): 3 clusters
  Score: Raw -3018424.832146 + Penalty 3320.852041 = -3015103.980105
  nChanged 12
		SP:Iteration 71Q (55142.410000 sec): 3 clusters
  Score: Raw -3018426.991675 + Penalty 3320.852041 = -3015106.139634
  nChanged 12
		SP:Iteration 72Q (55142.730000 sec): 3 clusters
  Score: Raw -3018429.501744 + Penalty 3320.852041 = -3015108.649704
  nChanged 13
		SP:Iteration 73Q (55143.020000 sec): 3 clusters
  Score: Raw -3018431.813467 + Penalty 3320.852041 = -3015110.961427
  nChanged 8
		SP:Iteration 74Q (55143.330000 sec): 3 clusters
  Score: Raw -3018433.276251 + Penalty 3320.852041 = -3015112.424210
  nChanged 7
		SP:Iteration 75Q (55143.630000 sec): 3 clusters
  Score: Raw -3018434.117230 + Penalty 3320.852041 = -3015113.265189
  nChanged 6
		SP:Iteration 76Q (55143.960000 sec): 3 clusters
  Score: Raw -3018434.926919 + Penalty 3320.852041 = -3015114.074879
  nChanged 6
		SP:Iteration 77Q (55144.280000 sec): 3 clusters
  Score: Raw -3018436.157788 + Penalty 3320.852041 = -3015115.305747
  nChanged 4
		SP:Iteration 78Q (55144.580000 sec): 3 clusters
  Score: Raw -3018436.639159 + Penalty 3320.852041 = -3015115.787119
  nChanged 2
		SP:Iteration 79Q (55144.930000 sec): 3 clusters
  Score: Raw -3018437.046255 + Penalty 3320.852041 = -3015116.194214
  nChanged 3
		SP:Iteration 80F (55145.260000 sec): 3 clusters
  Score: Raw -3018437.502253 + Penalty 3320.852041 = -3015116.650213
  nChanged 1
		SP:Iteration 81Q (55145.560000 sec): 3 clusters
  Score: Raw -3018437.581517 + Penalty 3320.852041 = -3015116.729476
  nChanged 0
		SP:Iteration 82F (55145.930000 sec): 3 clusters
  Score: Raw -3018437.581517 + Penalty 3320.852041 = -3015116.729476
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55146.030000 sec): 2 clusters
  Score: Raw -522694.410351 + Penalty 1383.164016 = -521311.246335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55146.180000 sec): 3 clusters
  Score: Raw -520174.799563 + Penalty 2766.328032 = -517408.471532
  nChanged 1963
		SP:Iteration 1F (55146.350000 sec): 3 clusters
  Score: Raw -521272.287676 + Penalty 2766.328032 = -518505.959645
  nChanged 352
		SP:Iteration 2F (55146.550000 sec): 3 clusters
  Score: Raw -521476.555711 + Penalty 2766.328032 = -518710.227680
  nChanged 268
		SP:Iteration 3F (55146.730000 sec): 3 clusters
  Score: Raw -521620.471078 + Penalty 2766.328032 = -518854.143047
  nChanged 229
		SP:Iteration 4Q (55146.910000 sec): 3 clusters
  Score: Raw -521734.004505 + Penalty 2766.328032 = -518967.676473
  nChanged 174
		SP:Iteration 5Q (55147.060000 sec): 3 clusters
  Score: Raw -521816.942391 + Penalty 2766.328032 = -519050.614359
  nChanged 169
		SP:Iteration 6Q (55147.280000 sec): 3 clusters
  Score: Raw -521902.332237 + Penalty 2766.328032 = -519136.004205
  nChanged 160
		SP:Iteration 7Q (55147.480000 sec): 3 clusters
  Score: Raw -521991.483634 + Penalty 2766.328032 = -519225.155602
  nChanged 156
		SP:Iteration 8Q (55147.700000 sec): 3 clusters
  Score: Raw -522077.662829 + Penalty 2766.328032 = -519311.334798
  nChanged 141
		SP:Iteration 9Q (55147.850000 sec): 3 clusters
  Score: Raw -522155.482443 + Penalty 2766.328032 = -519389.154411
  nChanged 155
		SP:Iteration 10Q (55148.070000 sec): 3 clusters
  Score: Raw -522235.285229 + Penalty 2766.328032 = -519468.957198
  nChanged 126
		SP:Iteration 11Q (55148.230000 sec): 3 clusters
  Score: Raw -522298.210623 + Penalty 2766.328032 = -519531.882592
  nChanged 103
		SP:Iteration 12Q (55148.410000 sec): 3 clusters
  Score: Raw -522349.291204 + Penalty 2766.328032 = -519582.963173
  nChanged 105
		SP:Iteration 13Q (55148.550000 sec): 3 clusters
  Score: Raw -522398.081536 + Penalty 2766.328032 = -519631.753505
  nChanged 99
		SP:Iteration 14Q (55148.750000 sec): 3 clusters
  Score: Raw -522438.744461 + Penalty 2766.328032 = -519672.416429
  nChanged 69
		SP:Iteration 15Q (55148.900000 sec): 3 clusters
  Score: Raw -522466.719036 + Penalty 2766.328032 = -519700.391005
  nChanged 68
		SP:Iteration 16Q (55149.070000 sec): 3 clusters
  Score: Raw -522496.946303 + Penalty 2766.328032 = -519730.618272
  nChanged 64
		SP:Iteration 17Q (55149.300000 sec): 3 clusters
  Score: Raw -522532.441211 + Penalty 2766.328032 = -519766.113180
  nChanged 72
		SP:Iteration 18Q (55149.450000 sec): 3 clusters
  Score: Raw -522568.741201 + Penalty 2766.328032 = -519802.413170
  nChanged 68
		SP:Iteration 19Q (55149.670000 sec): 3 clusters
  Score: Raw -522597.167411 + Penalty 2766.328032 = -519830.839379
  nChanged 72
		SP:Iteration 20F (55149.870000 sec): 3 clusters
  Score: Raw -522624.460400 + Penalty 2766.328032 = -519858.132369
  nChanged 54
		SP:Iteration 21Q (55150.070000 sec): 3 clusters
  Score: Raw -522646.859755 + Penalty 2766.328032 = -519880.531723
  nChanged 49
		SP:Iteration 22Q (55150.270000 sec): 3 clusters
  Score: Raw -522672.584152 + Penalty 2766.328032 = -519906.256121
  nChanged 62
		SP:Iteration 23Q (55150.480000 sec): 3 clusters
  Score: Raw -522697.432431 + Penalty 2766.328032 = -519931.104399
  nChanged 54
		SP:Iteration 24Q (55150.660000 sec): 3 clusters
  Score: Raw -522721.280032 + Penalty 2766.328032 = -519954.952001
  nChanged 58
		SP:Iteration 25Q (55150.810000 sec): 3 clusters
  Score: Raw -522746.244434 + Penalty 2766.328032 = -519979.916402
  nChanged 47
		SP:Iteration 26Q (55151.020000 sec): 3 clusters
  Score: Raw -522765.617615 + Penalty 2766.328032 = -519999.289583
  nChanged 39
		SP:Iteration 27Q (55151.230000 sec): 3 clusters
  Score: Raw -522779.350913 + Penalty 2766.328032 = -520013.022882
  nChanged 33
		SP:Iteration 28Q (55151.410000 sec): 3 clusters
  Score: Raw -522790.724024 + Penalty 2766.328032 = -520024.395992
  nChanged 31
		SP:Iteration 29Q (55151.570000 sec): 3 clusters
  Score: Raw -522799.155584 + Penalty 2766.328032 = -520032.827553
  nChanged 25
		SP:Iteration 30Q (55151.790000 sec): 3 clusters
  Score: Raw -522806.869409 + Penalty 2766.328032 = -520040.541377
  nChanged 25
		SP:Iteration 31Q (55151.970000 sec): 3 clusters
  Score: Raw -522814.204843 + Penalty 2766.328032 = -520047.876812
  nChanged 25
		SP:Iteration 32Q (55152.170000 sec): 3 clusters
  Score: Raw -522820.183309 + Penalty 2766.328032 = -520053.855278
  nChanged 10
		SP:Iteration 33Q (55152.380000 sec): 3 clusters
  Score: Raw -522821.864493 + Penalty 2766.328032 = -520055.536461
  nChanged 8
		SP:Iteration 34Q (55152.600000 sec): 3 clusters
  Score: Raw -522823.165465 + Penalty 2766.328032 = -520056.837434
  nChanged 4
		SP:Iteration 35Q (55152.770000 sec): 3 clusters
  Score: Raw -522824.493582 + Penalty 2766.328032 = -520058.165551
  nChanged 6
		SP:Iteration 36Q (55152.930000 sec): 3 clusters
  Score: Raw -522826.603069 + Penalty 2766.328032 = -520060.275037
  nChanged 10
		SP:Iteration 37Q (55153.090000 sec): 3 clusters
  Score: Raw -522828.143433 + Penalty 2766.328032 = -520061.815402
  nChanged 8
		SP:Iteration 38Q (55153.300000 sec): 3 clusters
  Score: Raw -522830.177021 + Penalty 2766.328032 = -520063.848989
  nChanged 6
		SP:Iteration 39Q (55153.490000 sec): 3 clusters
  Score: Raw -522831.361632 + Penalty 2766.328032 = -520065.033601
  nChanged 7
		SP:Iteration 40F (55153.650000 sec): 3 clusters
  Score: Raw -522832.648404 + Penalty 2766.328032 = -520066.320372
  nChanged 2
		SP:Iteration 41Q (55153.840000 sec): 3 clusters
  Score: Raw -522832.929334 + Penalty 2766.328032 = -520066.601303
  nChanged 3
		SP:Iteration 42Q (55154.030000 sec): 3 clusters
  Score: Raw -522833.395711 + Penalty 2766.328032 = -520067.067679
  nChanged 3
		SP:Iteration 43Q (55154.210000 sec): 3 clusters
  Score: Raw -522833.820362 + Penalty 2766.328032 = -520067.492330
  nChanged 2
		SP:Iteration 44Q (55154.410000 sec): 3 clusters
  Score: Raw -522834.104717 + Penalty 2766.328032 = -520067.776685
  nChanged 0
		SP:Iteration 45F (55154.580000 sec): 3 clusters
  Score: Raw -522834.104717 + Penalty 2766.328032 = -520067.776685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55154.690000 sec): 2 clusters
  Score: Raw -573353.408197 + Penalty 1388.309904 = -571965.098293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55154.920000 sec): 3 clusters
  Score: Raw -570647.532529 + Penalty 2776.619808 = -567870.912721
  nChanged 2129
		SP:Iteration 1F (55155.090000 sec): 3 clusters
  Score: Raw -571809.883728 + Penalty 2776.619808 = -569033.263920
  nChanged 363
		SP:Iteration 2F (55155.230000 sec): 3 clusters
  Score: Raw -572002.842963 + Penalty 2776.619808 = -569226.223155
  nChanged 267
		SP:Iteration 3F (55155.410000 sec): 3 clusters
  Score: Raw -572138.607381 + Penalty 2776.619808 = -569361.987573
  nChanged 212
		SP:Iteration 4Q (55155.630000 sec): 3 clusters
  Score: Raw -572238.885863 + Penalty 2776.619808 = -569462.266056
  nChanged 188
		SP:Iteration 5Q (55155.810000 sec): 3 clusters
  Score: Raw -572335.926376 + Penalty 2776.619808 = -569559.306568
  nChanged 194
		SP:Iteration 6Q (55156.020000 sec): 3 clusters
  Score: Raw -572434.605238 + Penalty 2776.619808 = -569657.985430
  nChanged 168
		SP:Iteration 7Q (55156.220000 sec): 3 clusters
  Score: Raw -572516.284315 + Penalty 2776.619808 = -569739.664507
  nChanged 162
		SP:Iteration 8Q (55156.410000 sec): 3 clusters
  Score: Raw -572615.719657 + Penalty 2776.619808 = -569839.099849
  nChanged 174
		SP:Iteration 9Q (55156.610000 sec): 3 clusters
  Score: Raw -572731.001909 + Penalty 2776.619808 = -569954.382101
  nChanged 178
		SP:Iteration 10Q (55156.750000 sec): 3 clusters
  Score: Raw -572853.211940 + Penalty 2776.619808 = -570076.592132
  nChanged 161
		SP:Iteration 11Q (55156.950000 sec): 3 clusters
  Score: Raw -572965.923574 + Penalty 2776.619808 = -570189.303766
  nChanged 143
		SP:Iteration 12Q (55157.090000 sec): 3 clusters
  Score: Raw -573074.795202 + Penalty 2776.619808 = -570298.175394
  nChanged 102
		SP:Iteration 13Q (55157.290000 sec): 3 clusters
  Score: Raw -573146.769423 + Penalty 2776.619808 = -570370.149615
  nChanged 79
		SP:Iteration 14Q (55157.460000 sec): 3 clusters
  Score: Raw -573201.311193 + Penalty 2776.619808 = -570424.691386
  nChanged 81
		SP:Iteration 15Q (55157.620000 sec): 3 clusters
  Score: Raw -573267.189354 + Penalty 2776.619808 = -570490.569546
  nChanged 69
		SP:Iteration 16Q (55157.820000 sec): 3 clusters
  Score: Raw -573313.647356 + Penalty 2776.619808 = -570537.027548
  nChanged 53
		SP:Iteration 17Q (55158.020000 sec): 3 clusters
  Score: Raw -573354.295384 + Penalty 2776.619808 = -570577.675576
  nChanged 40
		SP:Iteration 18Q (55158.190000 sec): 3 clusters
  Score: Raw -573383.350202 + Penalty 2776.619808 = -570606.730394
  nChanged 24
		SP:Iteration 19Q (55158.390000 sec): 3 clusters
  Score: Raw -573405.005890 + Penalty 2776.619808 = -570628.386083
  nChanged 26
		SP:Iteration 20F (55158.600000 sec): 3 clusters
  Score: Raw -573426.196963 + Penalty 2776.619808 = -570649.577155
  nChanged 24
		SP:Iteration 21Q (55158.750000 sec): 3 clusters
  Score: Raw -573444.604243 + Penalty 2776.619808 = -570667.984436
  nChanged 25
		SP:Iteration 22Q (55158.930000 sec): 3 clusters
  Score: Raw -573466.951378 + Penalty 2776.619808 = -570690.331570
  nChanged 20
		SP:Iteration 23Q (55159.160000 sec): 3 clusters
  Score: Raw -573486.349844 + Penalty 2776.619808 = -570709.730037
  nChanged 20
		SP:Iteration 24Q (55159.350000 sec): 3 clusters
  Score: Raw -573503.425283 + Penalty 2776.619808 = -570726.805475
  nChanged 18
		SP:Iteration 25Q (55159.580000 sec): 3 clusters
  Score: Raw -573516.163434 + Penalty 2776.619808 = -570739.543626
  nChanged 12
		SP:Iteration 26Q (55159.760000 sec): 3 clusters
  Score: Raw -573523.990560 + Penalty 2776.619808 = -570747.370752
  nChanged 6
		SP:Iteration 27Q (55159.920000 sec): 3 clusters
  Score: Raw -573527.025145 + Penalty 2776.619808 = -570750.405338
  nChanged 6
		SP:Iteration 28Q (55160.100000 sec): 3 clusters
  Score: Raw -573532.395601 + Penalty 2776.619808 = -570755.775793
  nChanged 6
		SP:Iteration 29Q (55160.280000 sec): 3 clusters
  Score: Raw -573538.701935 + Penalty 2776.619808 = -570762.082127
  nChanged 8
		SP:Iteration 30Q (55160.500000 sec): 3 clusters
  Score: Raw -573543.855194 + Penalty 2776.619808 = -570767.235386
  nChanged 5
		SP:Iteration 31Q (55160.680000 sec): 3 clusters
  Score: Raw -573548.091570 + Penalty 2776.619808 = -570771.471762
  nChanged 5
		SP:Iteration 32Q (55160.870000 sec): 3 clusters
  Score: Raw -573551.033326 + Penalty 2776.619808 = -570774.413518
  nChanged 4
		SP:Iteration 33Q (55161.010000 sec): 3 clusters
  Score: Raw -573554.380636 + Penalty 2776.619808 = -570777.760829
  nChanged 4
		SP:Iteration 34Q (55161.220000 sec): 3 clusters
  Score: Raw -573556.563173 + Penalty 2776.619808 = -570779.943365
  nChanged 2
		SP:Iteration 35Q (55161.430000 sec): 3 clusters
  Score: Raw -573557.590234 + Penalty 2776.619808 = -570780.970426
  nChanged 3
		SP:Iteration 36Q (55161.600000 sec): 3 clusters
  Score: Raw -573560.520627 + Penalty 2776.619808 = -570783.900819
  nChanged 3
		SP:Iteration 37Q (55161.790000 sec): 3 clusters
  Score: Raw -573562.281698 + Penalty 2776.619808 = -570785.661890
  nChanged 2
		SP:Iteration 38Q (55162.000000 sec): 3 clusters
  Score: Raw -573563.633253 + Penalty 2776.619808 = -570787.013445
  nChanged 4
		SP:Iteration 39Q (55162.160000 sec): 3 clusters
  Score: Raw -573566.756925 + Penalty 2776.619808 = -570790.137118
  nChanged 2
		SP:Iteration 40F (55162.360000 sec): 3 clusters
  Score: Raw -573568.448603 + Penalty 2776.619808 = -570791.828795
  nChanged 3
		SP:Iteration 41Q (55162.510000 sec): 3 clusters
  Score: Raw -573571.202078 + Penalty 2776.619808 = -570794.582270
  nChanged 1
		SP:Iteration 42Q (55162.710000 sec): 3 clusters
  Score: Raw -573571.757343 + Penalty 2776.619808 = -570795.137535
  nChanged 1
		SP:Iteration 43Q (55162.890000 sec): 3 clusters
  Score: Raw -573573.034993 + Penalty 2776.619808 = -570796.415185
  nChanged 4
		SP:Iteration 44Q (55163.130000 sec): 3 clusters
  Score: Raw -573577.014707 + Penalty 2776.619808 = -570800.394899
  nChanged 5
		SP:Iteration 45Q (55163.270000 sec): 3 clusters
  Score: Raw -573580.141524 + Penalty 2776.619808 = -570803.521717
  nChanged 4
		SP:Iteration 46Q (55163.480000 sec): 3 clusters
  Score: Raw -573582.142900 + Penalty 2776.619808 = -570805.523092
  nChanged 3
		SP:Iteration 47Q (55163.720000 sec): 3 clusters
  Score: Raw -573583.323955 + Penalty 2776.619808 = -570806.704147
  nChanged 3
		SP:Iteration 48Q (55163.890000 sec): 3 clusters
  Score: Raw -573585.154478 + Penalty 2776.619808 = -570808.534670
  nChanged 1
		SP:Iteration 49Q (55164.070000 sec): 3 clusters
  Score: Raw -573585.552477 + Penalty 2776.619808 = -570808.932669
  nChanged 0
		SP:Iteration 50F (55164.280000 sec): 3 clusters
  Score: Raw -573585.552477 + Penalty 2776.619808 = -570808.932669
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55164.400000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55164.580000 sec): 3 clusters
  Score: Raw -363025.097171 + Penalty 2652.075560 = -360373.021611
  nChanged 1365
		SP:Iteration 1F (55164.760000 sec): 3 clusters
  Score: Raw -364135.438436 + Penalty 2652.075560 = -361483.362876
  nChanged 375
		SP:Iteration 2F (55164.930000 sec): 3 clusters
  Score: Raw -364512.323205 + Penalty 2652.075560 = -361860.247645
  nChanged 298
		SP:Iteration 3F (55165.140000 sec): 3 clusters
  Score: Raw -364806.441801 + Penalty 2652.075560 = -362154.366241
  nChanged 218
		SP:Iteration 4F (55165.320000 sec): 3 clusters
  Score: Raw -365045.235612 + Penalty 2652.075560 = -362393.160052
  nChanged 190
		SP:Iteration 5F (55165.490000 sec): 3 clusters
  Score: Raw -365231.354337 + Penalty 2652.075560 = -362579.278777
  nChanged 146
		SP:Iteration 6Q (55165.640000 sec): 3 clusters
  Score: Raw -365340.906170 + Penalty 2652.075560 = -362688.830610
  nChanged 116
		SP:Iteration 7Q (55165.800000 sec): 3 clusters
  Score: Raw -365421.604410 + Penalty 2652.075560 = -362769.528850
  nChanged 83
		SP:Iteration 8Q (55166.000000 sec): 3 clusters
  Score: Raw -365473.307814 + Penalty 2652.075560 = -362821.232254
  nChanged 72
		SP:Iteration 9Q (55166.180000 sec): 3 clusters
  Score: Raw -365517.038695 + Penalty 2652.075560 = -362864.963135
  nChanged 37
		SP:Iteration 10Q (55166.340000 sec): 3 clusters
  Score: Raw -365539.489421 + Penalty 2652.075560 = -362887.413861
  nChanged 31
		SP:Iteration 11Q (55166.520000 sec): 3 clusters
  Score: Raw -365551.367798 + Penalty 2652.075560 = -362899.292238
  nChanged 18
		SP:Iteration 12Q (55166.680000 sec): 3 clusters
  Score: Raw -365556.503751 + Penalty 2652.075560 = -362904.428191
  nChanged 14
		SP:Iteration 13Q (55166.890000 sec): 3 clusters
  Score: Raw -365560.402977 + Penalty 2652.075560 = -362908.327417
  nChanged 9
		SP:Iteration 14Q (55167.050000 sec): 3 clusters
  Score: Raw -365562.394785 + Penalty 2652.075560 = -362910.319225
  nChanged 6
		SP:Iteration 15Q (55167.240000 sec): 3 clusters
  Score: Raw -365564.610529 + Penalty 2652.075560 = -362912.534969
  nChanged 4
		SP:Iteration 16Q (55167.400000 sec): 3 clusters
  Score: Raw -365565.960144 + Penalty 2652.075560 = -362913.884584
  nChanged 2
		SP:Iteration 17Q (55167.610000 sec): 3 clusters
  Score: Raw -365566.648703 + Penalty 2652.075560 = -362914.573143
  nChanged 0
		SP:Iteration 18F (55167.760000 sec): 3 clusters
  Score: Raw -365566.648703 + Penalty 2652.075560 = -362914.573143
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55167.900000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55168.140000 sec): 3 clusters
  Score: Raw -1108657.349448 + Penalty 2989.962922 = -1105667.386526
  nChanged 4247
		SP:Iteration 1F (55168.380000 sec): 3 clusters
  Score: Raw -1110984.690629 + Penalty 2989.962922 = -1107994.727707
  nChanged 569
		SP:Iteration 2F (55168.580000 sec): 3 clusters
  Score: Raw -1111215.069610 + Penalty 2989.962922 = -1108225.106688
  nChanged 466
		SP:Iteration 3Q (55168.780000 sec): 3 clusters
  Score: Raw -1111387.411980 + Penalty 2989.962922 = -1108397.449058
  nChanged 415
		SP:Iteration 4Q (55168.990000 sec): 3 clusters
  Score: Raw -1111541.459663 + Penalty 2989.962922 = -1108551.496741
  nChanged 364
		SP:Iteration 5Q (55169.240000 sec): 3 clusters
  Score: Raw -1111679.199473 + Penalty 2989.962922 = -1108689.236551
  nChanged 350
		SP:Iteration 6Q (55169.450000 sec): 3 clusters
  Score: Raw -1111830.854135 + Penalty 2989.962922 = -1108840.891213
  nChanged 357
		SP:Iteration 7Q (55169.690000 sec): 3 clusters
  Score: Raw -1111986.860276 + Penalty 2989.962922 = -1108996.897354
  nChanged 356
		SP:Iteration 8Q (55169.890000 sec): 3 clusters
  Score: Raw -1112131.123687 + Penalty 2989.962922 = -1109141.160765
  nChanged 337
		SP:Iteration 9Q (55170.120000 sec): 3 clusters
  Score: Raw -1112270.466603 + Penalty 2989.962922 = -1109280.503681
  nChanged 338
		SP:Iteration 10Q (55170.380000 sec): 3 clusters
  Score: Raw -1112420.441043 + Penalty 2989.962922 = -1109430.478121
  nChanged 310
		SP:Iteration 11Q (55170.600000 sec): 3 clusters
  Score: Raw -1112555.890888 + Penalty 2989.962922 = -1109565.927966
  nChanged 326
		SP:Iteration 12Q (55170.840000 sec): 3 clusters
  Score: Raw -1112703.734977 + Penalty 2989.962922 = -1109713.772055
  nChanged 286
		SP:Iteration 13Q (55171.080000 sec): 3 clusters
  Score: Raw -1112854.242242 + Penalty 2989.962922 = -1109864.279320
  nChanged 298
		SP:Iteration 14Q (55171.310000 sec): 3 clusters
  Score: Raw -1113024.044980 + Penalty 2989.962922 = -1110034.082057
  nChanged 288
		SP:Iteration 15Q (55171.530000 sec): 3 clusters
  Score: Raw -1113191.883992 + Penalty 2989.962922 = -1110201.921070
  nChanged 251
		SP:Iteration 16Q (55171.760000 sec): 3 clusters
  Score: Raw -1113346.385684 + Penalty 2989.962922 = -1110356.422762
  nChanged 247
		SP:Iteration 17Q (55171.940000 sec): 3 clusters
  Score: Raw -1113500.732062 + Penalty 2989.962922 = -1110510.769140
  nChanged 222
		SP:Iteration 18Q (55172.190000 sec): 3 clusters
  Score: Raw -1113641.926003 + Penalty 2989.962922 = -1110651.963081
  nChanged 201
		SP:Iteration 19Q (55172.420000 sec): 3 clusters
  Score: Raw -1113779.279875 + Penalty 2989.962922 = -1110789.316953
  nChanged 177
		SP:Iteration 20F (55172.630000 sec): 3 clusters
  Score: Raw -1113899.218727 + Penalty 2989.962922 = -1110909.255805
  nChanged 167
		SP:Iteration 21Q (55172.850000 sec): 3 clusters
  Score: Raw -1114007.550552 + Penalty 2989.962922 = -1111017.587630
  nChanged 157
		SP:Iteration 22Q (55173.070000 sec): 3 clusters
  Score: Raw -1114106.857485 + Penalty 2989.962922 = -1111116.894563
  nChanged 134
		SP:Iteration 23Q (55173.260000 sec): 3 clusters
  Score: Raw -1114214.655339 + Penalty 2989.962922 = -1111224.692417
  nChanged 116
		SP:Iteration 24Q (55173.460000 sec): 3 clusters
  Score: Raw -1114318.079249 + Penalty 2989.962922 = -1111328.116327
  nChanged 127
		SP:Iteration 25Q (55173.670000 sec): 3 clusters
  Score: Raw -1114422.786095 + Penalty 2989.962922 = -1111432.823173
  nChanged 107
		SP:Iteration 26Q (55173.890000 sec): 3 clusters
  Score: Raw -1114516.247510 + Penalty 2989.962922 = -1111526.284588
  nChanged 92
		SP:Iteration 27Q (55174.130000 sec): 3 clusters
  Score: Raw -1114599.766746 + Penalty 2989.962922 = -1111609.803824
  nChanged 69
		SP:Iteration 28Q (55174.370000 sec): 3 clusters
  Score: Raw -1114650.181458 + Penalty 2989.962922 = -1111660.218536
  nChanged 51
		SP:Iteration 29Q (55174.590000 sec): 3 clusters
  Score: Raw -1114681.379184 + Penalty 2989.962922 = -1111691.416262
  nChanged 29
		SP:Iteration 30Q (55174.860000 sec): 3 clusters
  Score: Raw -1114692.977069 + Penalty 2989.962922 = -1111703.014147
  nChanged 26
		SP:Iteration 31Q (55175.050000 sec): 3 clusters
  Score: Raw -1114701.879808 + Penalty 2989.962922 = -1111711.916886
  nChanged 17
		SP:Iteration 32Q (55175.290000 sec): 3 clusters
  Score: Raw -1114708.177033 + Penalty 2989.962922 = -1111718.214111
  nChanged 20
		SP:Iteration 33Q (55175.510000 sec): 3 clusters
  Score: Raw -1114716.151901 + Penalty 2989.962922 = -1111726.188979
  nChanged 13
		SP:Iteration 34Q (55175.700000 sec): 3 clusters
  Score: Raw -1114721.173833 + Penalty 2989.962922 = -1111731.210911
  nChanged 15
		SP:Iteration 35Q (55175.950000 sec): 3 clusters
  Score: Raw -1114726.105303 + Penalty 2989.962922 = -1111736.142381
  nChanged 9
		SP:Iteration 36Q (55176.150000 sec): 3 clusters
  Score: Raw -1114728.542420 + Penalty 2989.962922 = -1111738.579498
  nChanged 7
		SP:Iteration 37Q (55176.370000 sec): 3 clusters
  Score: Raw -1114730.114692 + Penalty 2989.962922 = -1111740.151770
  nChanged 6
		SP:Iteration 38Q (55176.550000 sec): 3 clusters
  Score: Raw -1114732.246326 + Penalty 2989.962922 = -1111742.283404
  nChanged 8
		SP:Iteration 39Q (55176.810000 sec): 3 clusters
  Score: Raw -1114735.018259 + Penalty 2989.962922 = -1111745.055337
  nChanged 4
		SP:Iteration 40F (55177.020000 sec): 3 clusters
  Score: Raw -1114736.329632 + Penalty 2989.962922 = -1111746.366709
  nChanged 1
		SP:Iteration 41Q (55177.220000 sec): 3 clusters
  Score: Raw -1114736.774424 + Penalty 2989.962922 = -1111746.811502
  nChanged 2
		SP:Iteration 42Q (55177.380000 sec): 3 clusters
  Score: Raw -1114737.642335 + Penalty 2989.962922 = -1111747.679413
  nChanged 1
		SP:Iteration 43Q (55177.560000 sec): 3 clusters
  Score: Raw -1114737.778956 + Penalty 2989.962922 = -1111747.816034
  nChanged 0
		SP:Iteration 44F (55177.770000 sec): 3 clusters
  Score: Raw -1114737.778956 + Penalty 2989.962922 = -1111747.816034
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55177.920000 sec): 2 clusters
  Score: Raw -1222288.885555 + Penalty 1521.776218 = -1220767.109337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55178.180000 sec): 3 clusters
  Score: Raw -1215522.636686 + Penalty 3043.552436 = -1212479.084250
  nChanged 5111
		SP:Iteration 1F (55178.380000 sec): 3 clusters
  Score: Raw -1218410.085270 + Penalty 3043.552436 = -1215366.532834
  nChanged 762
		SP:Iteration 2F (55178.650000 sec): 3 clusters
  Score: Raw -1218867.281804 + Penalty 3043.552436 = -1215823.729368
  nChanged 801
		SP:Iteration 3F (55178.870000 sec): 3 clusters
  Score: Raw -1219411.059430 + Penalty 3043.552436 = -1216367.506994
  nChanged 807
		SP:Iteration 4F (55179.070000 sec): 3 clusters
  Score: Raw -1219968.235312 + Penalty 3043.552436 = -1216924.682876
  nChanged 735
		SP:Iteration 5F (55179.280000 sec): 3 clusters
  Score: Raw -1220426.436150 + Penalty 3043.552436 = -1217382.883715
  nChanged 587
		SP:Iteration 6F (55179.490000 sec): 3 clusters
  Score: Raw -1220726.794648 + Penalty 3043.552436 = -1217683.242213
  nChanged 486
		SP:Iteration 7Q (55179.780000 sec): 3 clusters
  Score: Raw -1220923.586091 + Penalty 3043.552436 = -1217880.033655
  nChanged 351
		SP:Iteration 8Q (55180.020000 sec): 3 clusters
  Score: Raw -1221034.651677 + Penalty 3043.552436 = -1217991.099241
  nChanged 265
		SP:Iteration 9Q (55180.240000 sec): 3 clusters
  Score: Raw -1221109.010864 + Penalty 3043.552436 = -1218065.458428
  nChanged 226
		SP:Iteration 10Q (55180.480000 sec): 3 clusters
  Score: Raw -1221164.788178 + Penalty 3043.552436 = -1218121.235742
  nChanged 155
		SP:Iteration 11Q (55180.740000 sec): 3 clusters
  Score: Raw -1221195.928634 + Penalty 3043.552436 = -1218152.376199
  nChanged 110
		SP:Iteration 12Q (55180.980000 sec): 3 clusters
  Score: Raw -1221216.549110 + Penalty 3043.552436 = -1218172.996674
  nChanged 93
		SP:Iteration 13Q (55181.170000 sec): 3 clusters
  Score: Raw -1221232.644145 + Penalty 3043.552436 = -1218189.091709
  nChanged 73
		SP:Iteration 14Q (55181.420000 sec): 3 clusters
  Score: Raw -1221245.918364 + Penalty 3043.552436 = -1218202.365928
  nChanged 88
		SP:Iteration 15Q (55181.610000 sec): 3 clusters
  Score: Raw -1221260.309546 + Penalty 3043.552436 = -1218216.757110
  nChanged 74
		SP:Iteration 16Q (55181.870000 sec): 3 clusters
  Score: Raw -1221270.516039 + Penalty 3043.552436 = -1218226.963603
  nChanged 58
		SP:Iteration 17Q (55182.060000 sec): 3 clusters
  Score: Raw -1221278.275398 + Penalty 3043.552436 = -1218234.722962
  nChanged 58
		SP:Iteration 18Q (55182.280000 sec): 3 clusters
  Score: Raw -1221287.403452 + Penalty 3043.552436 = -1218243.851016
  nChanged 61
		SP:Iteration 19Q (55182.530000 sec): 3 clusters
  Score: Raw -1221297.236277 + Penalty 3043.552436 = -1218253.683842
  nChanged 77
		SP:Iteration 20F (55182.750000 sec): 3 clusters
  Score: Raw -1221309.052340 + Penalty 3043.552436 = -1218265.499905
  nChanged 68
		SP:Iteration 21Q (55183.030000 sec): 3 clusters
  Score: Raw -1221320.472597 + Penalty 3043.552436 = -1218276.920162
  nChanged 73
		SP:Iteration 22Q (55183.240000 sec): 3 clusters
  Score: Raw -1221332.016128 + Penalty 3043.552436 = -1218288.463692
  nChanged 68
		SP:Iteration 23Q (55183.490000 sec): 3 clusters
  Score: Raw -1221341.943029 + Penalty 3043.552436 = -1218298.390594
  nChanged 60
		SP:Iteration 24Q (55183.700000 sec): 3 clusters
  Score: Raw -1221353.065297 + Penalty 3043.552436 = -1218309.512861
  nChanged 81
		SP:Iteration 25Q (55183.940000 sec): 3 clusters
  Score: Raw -1221368.073678 + Penalty 3043.552436 = -1218324.521242
  nChanged 93
		SP:Iteration 26Q (55184.190000 sec): 3 clusters
  Score: Raw -1221386.256834 + Penalty 3043.552436 = -1218342.704398
  nChanged 110
		SP:Iteration 27Q (55184.390000 sec): 3 clusters
  Score: Raw -1221409.073651 + Penalty 3043.552436 = -1218365.521215
  nChanged 105
		SP:Iteration 28Q (55184.670000 sec): 3 clusters
  Score: Raw -1221431.669052 + Penalty 3043.552436 = -1218388.116616
  nChanged 124
		SP:Iteration 29Q (55184.910000 sec): 3 clusters
  Score: Raw -1221459.177004 + Penalty 3043.552436 = -1218415.624568
  nChanged 117
		SP:Iteration 30Q (55185.140000 sec): 3 clusters
  Score: Raw -1221485.230553 + Penalty 3043.552436 = -1218441.678117
  nChanged 133
		SP:Iteration 31Q (55185.370000 sec): 3 clusters
  Score: Raw -1221518.155240 + Penalty 3043.552436 = -1218474.602804
  nChanged 153
		SP:Iteration 32Q (55185.600000 sec): 3 clusters
  Score: Raw -1221564.691523 + Penalty 3043.552436 = -1218521.139087
  nChanged 183
		SP:Iteration 33Q (55185.880000 sec): 3 clusters
  Score: Raw -1221625.005324 + Penalty 3043.552436 = -1218581.452889
  nChanged 195
		SP:Iteration 34Q (55186.070000 sec): 3 clusters
  Score: Raw -1221690.880164 + Penalty 3043.552436 = -1218647.327728
  nChanged 215
		SP:Iteration 35Q (55186.300000 sec): 3 clusters
  Score: Raw -1221766.610869 + Penalty 3043.552436 = -1218723.058433
  nChanged 204
		SP:Iteration 36Q (55186.540000 sec): 3 clusters
  Score: Raw -1221838.957893 + Penalty 3043.552436 = -1218795.405457
  nChanged 236
		SP:Iteration 37Q (55186.810000 sec): 3 clusters
  Score: Raw -1221932.501768 + Penalty 3043.552436 = -1218888.949332
  nChanged 251
		SP:Iteration 38Q (55187.010000 sec): 3 clusters
  Score: Raw -1222039.625428 + Penalty 3043.552436 = -1218996.072993
  nChanged 240
		SP:Iteration 39Q (55187.220000 sec): 3 clusters
  Score: Raw -1222146.632367 + Penalty 3043.552436 = -1219103.079931
  nChanged 236
		SP:Iteration 40F (55187.450000 sec): 3 clusters
  Score: Raw -1222263.584771 + Penalty 3043.552436 = -1219220.032335
  nChanged 266
		SP:Iteration 41Q (55187.710000 sec): 3 clusters
  Score: Raw -1222422.732854 + Penalty 3043.552436 = -1219379.180418
  nChanged 252
		SP:Iteration 42Q (55187.890000 sec): 3 clusters
  Score: Raw -1222658.575162 + Penalty 3043.552436 = -1219615.022726
  nChanged 249
		SP:Iteration 43Q (55188.170000 sec): 3 clusters
  Score: Raw -1223046.869135 + Penalty 3043.552436 = -1220003.316700
  nChanged 211
		SP:Iteration 44Q (55188.390000 sec): 3 clusters
  Score: Raw -1223347.764012 + Penalty 3043.552436 = -1220304.211576
  nChanged 142
		SP:Iteration 45Q (55188.610000 sec): 3 clusters
  Score: Raw -1223431.184367 + Penalty 3043.552436 = -1220387.631931
  nChanged 73
		SP:Iteration 46Q (55188.850000 sec): 3 clusters
  Score: Raw -1223462.703344 + Penalty 3043.552436 = -1220419.150908
  nChanged 53
		SP:Iteration 47Q (55189.070000 sec): 3 clusters
  Score: Raw -1223483.457097 + Penalty 3043.552436 = -1220439.904662
  nChanged 39
		SP:Iteration 48Q (55189.270000 sec): 3 clusters
  Score: Raw -1223498.476436 + Penalty 3043.552436 = -1220454.924000
  nChanged 47
		SP:Iteration 49Q (55189.470000 sec): 3 clusters
  Score: Raw -1223512.269998 + Penalty 3043.552436 = -1220468.717562
  nChanged 27
		SP:Iteration 50Q (55189.700000 sec): 3 clusters
  Score: Raw -1223517.479574 + Penalty 3043.552436 = -1220473.927138
  nChanged 20
		SP:Iteration 51Q (55189.930000 sec): 3 clusters
  Score: Raw -1223521.578676 + Penalty 3043.552436 = -1220478.026240
  nChanged 17
		SP:Iteration 52Q (55190.160000 sec): 3 clusters
  Score: Raw -1223525.684285 + Penalty 3043.552436 = -1220482.131849
  nChanged 13
		SP:Iteration 53Q (55190.370000 sec): 3 clusters
  Score: Raw -1223528.163966 + Penalty 3043.552436 = -1220484.611530
  nChanged 10
		SP:Iteration 54Q (55190.600000 sec): 3 clusters
  Score: Raw -1223529.883941 + Penalty 3043.552436 = -1220486.331505
  nChanged 10
		SP:Iteration 55Q (55190.830000 sec): 3 clusters
  Score: Raw -1223532.254813 + Penalty 3043.552436 = -1220488.702377
  nChanged 10
		SP:Iteration 56Q (55191.040000 sec): 3 clusters
  Score: Raw -1223534.389878 + Penalty 3043.552436 = -1220490.837443
  nChanged 5
		SP:Iteration 57Q (55191.270000 sec): 3 clusters
  Score: Raw -1223535.086885 + Penalty 3043.552436 = -1220491.534450
  nChanged 4
		SP:Iteration 58Q (55191.490000 sec): 3 clusters
  Score: Raw -1223536.013735 + Penalty 3043.552436 = -1220492.461299
  nChanged 4
		SP:Iteration 59Q (55191.770000 sec): 3 clusters
  Score: Raw -1223536.615108 + Penalty 3043.552436 = -1220493.062672
  nChanged 4
		SP:Iteration 60F (55191.950000 sec): 3 clusters
  Score: Raw -1223537.255311 + Penalty 3043.552436 = -1220493.702875
  nChanged 3
		SP:Iteration 61Q (55192.170000 sec): 3 clusters
  Score: Raw -1223537.738416 + Penalty 3043.552436 = -1220494.185981
  nChanged 3
		SP:Iteration 62Q (55192.410000 sec): 3 clusters
  Score: Raw -1223538.093947 + Penalty 3043.552436 = -1220494.541511
  nChanged 0
		SP:Iteration 63F (55192.600000 sec): 3 clusters
  Score: Raw -1223538.093947 + Penalty 3043.552436 = -1220494.541511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55192.730000 sec): 2 clusters
  Score: Raw -955056.183986 + Penalty 1483.289689 = -953572.894297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55192.970000 sec): 3 clusters
  Score: Raw -949886.262966 + Penalty 2966.579377 = -946919.683588
  nChanged 3951
		SP:Iteration 1F (55193.170000 sec): 3 clusters
  Score: Raw -952220.273342 + Penalty 2966.579377 = -949253.693965
  nChanged 615
		SP:Iteration 2F (55193.390000 sec): 3 clusters
  Score: Raw -952543.237730 + Penalty 2966.579377 = -949576.658353
  nChanged 520
		SP:Iteration 3F (55193.630000 sec): 3 clusters
  Score: Raw -952842.765726 + Penalty 2966.579377 = -949876.186349
  nChanged 509
		SP:Iteration 4F (55193.830000 sec): 3 clusters
  Score: Raw -953154.423325 + Penalty 2966.579377 = -950187.843948
  nChanged 485
		SP:Iteration 5F (55194.080000 sec): 3 clusters
  Score: Raw -953457.539074 + Penalty 2966.579377 = -950490.959696
  nChanged 464
		SP:Iteration 6F (55194.300000 sec): 3 clusters
  Score: Raw -953738.318230 + Penalty 2966.579377 = -950771.738852
  nChanged 423
		SP:Iteration 7Q (55194.510000 sec): 3 clusters
  Score: Raw -953990.781467 + Penalty 2966.579377 = -951024.202090
  nChanged 390
		SP:Iteration 8Q (55194.740000 sec): 3 clusters
  Score: Raw -954204.852133 + Penalty 2966.579377 = -951238.272756
  nChanged 338
		SP:Iteration 9Q (55194.910000 sec): 3 clusters
  Score: Raw -954358.170261 + Penalty 2966.579377 = -951391.590884
  nChanged 244
		SP:Iteration 10Q (55195.120000 sec): 3 clusters
  Score: Raw -954467.752997 + Penalty 2966.579377 = -951501.173619
  nChanged 232
		SP:Iteration 11Q (55195.350000 sec): 3 clusters
  Score: Raw -954567.100577 + Penalty 2966.579377 = -951600.521199
  nChanged 188
		SP:Iteration 12Q (55195.550000 sec): 3 clusters
  Score: Raw -954646.327032 + Penalty 2966.579377 = -951679.747654
  nChanged 180
		SP:Iteration 13Q (55195.740000 sec): 3 clusters
  Score: Raw -954714.723560 + Penalty 2966.579377 = -951748.144183
  nChanged 170
		SP:Iteration 14Q (55195.990000 sec): 3 clusters
  Score: Raw -954785.550104 + Penalty 2966.579377 = -951818.970727
  nChanged 172
		SP:Iteration 15Q (55196.180000 sec): 3 clusters
  Score: Raw -954858.966585 + Penalty 2966.579377 = -951892.387207
  nChanged 164
		SP:Iteration 16Q (55196.380000 sec): 3 clusters
  Score: Raw -954931.368322 + Penalty 2966.579377 = -951964.788945
  nChanged 175
		SP:Iteration 17Q (55196.610000 sec): 3 clusters
  Score: Raw -955012.907393 + Penalty 2966.579377 = -952046.328016
  nChanged 165
		SP:Iteration 18Q (55196.850000 sec): 3 clusters
  Score: Raw -955077.567400 + Penalty 2966.579377 = -952110.988022
  nChanged 140
		SP:Iteration 19Q (55197.040000 sec): 3 clusters
  Score: Raw -955136.399057 + Penalty 2966.579377 = -952169.819679
  nChanged 127
		SP:Iteration 20F (55197.230000 sec): 3 clusters
  Score: Raw -955183.959736 + Penalty 2966.579377 = -952217.380358
  nChanged 111
		SP:Iteration 21Q (55197.420000 sec): 3 clusters
  Score: Raw -955219.691113 + Penalty 2966.579377 = -952253.111735
  nChanged 112
		SP:Iteration 22Q (55197.680000 sec): 3 clusters
  Score: Raw -955262.065486 + Penalty 2966.579377 = -952295.486108
  nChanged 109
		SP:Iteration 23Q (55197.880000 sec): 3 clusters
  Score: Raw -955303.074557 + Penalty 2966.579377 = -952336.495180
  nChanged 116
		SP:Iteration 24Q (55198.100000 sec): 3 clusters
  Score: Raw -955346.991552 + Penalty 2966.579377 = -952380.412175
  nChanged 108
		SP:Iteration 25Q (55198.250000 sec): 3 clusters
  Score: Raw -955384.368649 + Penalty 2966.579377 = -952417.789271
  nChanged 104
		SP:Iteration 26Q (55198.440000 sec): 3 clusters
  Score: Raw -955419.258532 + Penalty 2966.579377 = -952452.679155
  nChanged 96
		SP:Iteration 27Q (55198.620000 sec): 3 clusters
  Score: Raw -955449.542049 + Penalty 2966.579377 = -952482.962672
  nChanged 77
		SP:Iteration 28Q (55198.790000 sec): 3 clusters
  Score: Raw -955467.337078 + Penalty 2966.579377 = -952500.757701
  nChanged 60
		SP:Iteration 29Q (55198.980000 sec): 3 clusters
  Score: Raw -955482.477925 + Penalty 2966.579377 = -952515.898547
  nChanged 60
		SP:Iteration 30Q (55199.140000 sec): 3 clusters
  Score: Raw -955498.652623 + Penalty 2966.579377 = -952532.073246
  nChanged 50
		SP:Iteration 31Q (55199.350000 sec): 3 clusters
  Score: Raw -955509.355305 + Penalty 2966.579377 = -952542.775927
  nChanged 29
		SP:Iteration 32Q (55199.550000 sec): 3 clusters
  Score: Raw -955513.969458 + Penalty 2966.579377 = -952547.390081
  nChanged 22
		SP:Iteration 33Q (55199.710000 sec): 3 clusters
  Score: Raw -955518.138877 + Penalty 2966.579377 = -952551.559500
  nChanged 26
		SP:Iteration 34Q (55199.900000 sec): 3 clusters
  Score: Raw -955522.547541 + Penalty 2966.579377 = -952555.968164
  nChanged 32
		SP:Iteration 35Q (55200.070000 sec): 3 clusters
  Score: Raw -955528.704041 + Penalty 2966.579377 = -952562.124664
  nChanged 25
		SP:Iteration 36Q (55200.300000 sec): 3 clusters
  Score: Raw -955533.505963 + Penalty 2966.579377 = -952566.926586
  nChanged 29
		SP:Iteration 37Q (55200.460000 sec): 3 clusters
  Score: Raw -955538.737742 + Penalty 2966.579377 = -952572.158365
  nChanged 30
		SP:Iteration 38Q (55200.710000 sec): 3 clusters
  Score: Raw -955543.495611 + Penalty 2966.579377 = -952576.916234
  nChanged 26
		SP:Iteration 39Q (55200.920000 sec): 3 clusters
  Score: Raw -955547.552028 + Penalty 2966.579377 = -952580.972650
  nChanged 27
		SP:Iteration 40F (55201.120000 sec): 3 clusters
  Score: Raw -955550.599942 + Penalty 2966.579377 = -952584.020565
  nChanged 10
		SP:Iteration 41Q (55201.350000 sec): 3 clusters
  Score: Raw -955551.999929 + Penalty 2966.579377 = -952585.420552
  nChanged 9
		SP:Iteration 42Q (55201.600000 sec): 3 clusters
  Score: Raw -955552.973388 + Penalty 2966.579377 = -952586.394011
  nChanged 10
		SP:Iteration 43Q (55201.830000 sec): 3 clusters
  Score: Raw -955554.502401 + Penalty 2966.579377 = -952587.923024
  nChanged 13
		SP:Iteration 44Q (55202.030000 sec): 3 clusters
  Score: Raw -955556.210905 + Penalty 2966.579377 = -952589.631527
  nChanged 14
		SP:Iteration 45Q (55202.220000 sec): 3 clusters
  Score: Raw -955558.393996 + Penalty 2966.579377 = -952591.814619
  nChanged 13
		SP:Iteration 46Q (55202.400000 sec): 3 clusters
  Score: Raw -955560.232258 + Penalty 2966.579377 = -952593.652881
  nChanged 13
		SP:Iteration 47Q (55202.560000 sec): 3 clusters
  Score: Raw -955562.855807 + Penalty 2966.579377 = -952596.276430
  nChanged 16
		SP:Iteration 48Q (55202.800000 sec): 3 clusters
  Score: Raw -955565.180563 + Penalty 2966.579377 = -952598.601186
  nChanged 15
		SP:Iteration 49Q (55203.000000 sec): 3 clusters
  Score: Raw -955566.717048 + Penalty 2966.579377 = -952600.137671
  nChanged 14
		SP:Iteration 50Q (55203.200000 sec): 3 clusters
  Score: Raw -955568.234364 + Penalty 2966.579377 = -952601.654987
  nChanged 9
		SP:Iteration 51Q (55203.370000 sec): 3 clusters
  Score: Raw -955569.326036 + Penalty 2966.579377 = -952602.746659
  nChanged 7
		SP:Iteration 52Q (55203.600000 sec): 3 clusters
  Score: Raw -955570.432845 + Penalty 2966.579377 = -952603.853468
  nChanged 6
		SP:Iteration 53Q (55203.770000 sec): 3 clusters
  Score: Raw -955570.941918 + Penalty 2966.579377 = -952604.362541
  nChanged 6
		SP:Iteration 54Q (55204.000000 sec): 3 clusters
  Score: Raw -955571.936343 + Penalty 2966.579377 = -952605.356966
  nChanged 12
		SP:Iteration 55Q (55204.200000 sec): 3 clusters
  Score: Raw -955574.208086 + Penalty 2966.579377 = -952607.628708
  nChanged 13
		SP:Iteration 56Q (55204.390000 sec): 3 clusters
  Score: Raw -955576.700015 + Penalty 2966.579377 = -952610.120638
  nChanged 12
		SP:Iteration 57Q (55204.650000 sec): 3 clusters
  Score: Raw -955579.268773 + Penalty 2966.579377 = -952612.689395
  nChanged 17
		SP:Iteration 58Q (55204.830000 sec): 3 clusters
  Score: Raw -955582.402634 + Penalty 2966.579377 = -952615.823257
  nChanged 21
		SP:Iteration 59Q (55205.060000 sec): 3 clusters
  Score: Raw -955586.503594 + Penalty 2966.579377 = -952619.924216
  nChanged 16
		SP:Iteration 60F (55205.300000 sec): 3 clusters
  Score: Raw -955588.892511 + Penalty 2966.579377 = -952622.313133
  nChanged 14
		SP:Iteration 61Q (55205.510000 sec): 3 clusters
  Score: Raw -955591.616972 + Penalty 2966.579377 = -952625.037595
  nChanged 20
		SP:Iteration 62Q (55205.680000 sec): 3 clusters
  Score: Raw -955594.407273 + Penalty 2966.579377 = -952627.827896
  nChanged 12
		SP:Iteration 63Q (55205.900000 sec): 3 clusters
  Score: Raw -955596.318761 + Penalty 2966.579377 = -952629.739384
  nChanged 13
		SP:Iteration 64Q (55206.130000 sec): 3 clusters
  Score: Raw -955598.909341 + Penalty 2966.579377 = -952632.329964
  nChanged 15
		SP:Iteration 65Q (55206.380000 sec): 3 clusters
  Score: Raw -955601.844701 + Penalty 2966.579377 = -952635.265323
  nChanged 14
		SP:Iteration 66Q (55206.600000 sec): 3 clusters
  Score: Raw -955604.231023 + Penalty 2966.579377 = -952637.651646
  nChanged 15
		SP:Iteration 67Q (55206.800000 sec): 3 clusters
  Score: Raw -955607.070442 + Penalty 2966.579377 = -952640.491064
  nChanged 14
		SP:Iteration 68Q (55207.050000 sec): 3 clusters
  Score: Raw -955609.352388 + Penalty 2966.579377 = -952642.773011
  nChanged 10
		SP:Iteration 69Q (55207.200000 sec): 3 clusters
  Score: Raw -955611.063702 + Penalty 2966.579377 = -952644.484325
  nChanged 11
		SP:Iteration 70Q (55207.440000 sec): 3 clusters
  Score: Raw -955613.241988 + Penalty 2966.579377 = -952646.662611
  nChanged 11
		SP:Iteration 71Q (55207.710000 sec): 3 clusters
  Score: Raw -955614.700927 + Penalty 2966.579377 = -952648.121549
  nChanged 8
		SP:Iteration 72Q (55207.930000 sec): 3 clusters
  Score: Raw -955615.772652 + Penalty 2966.579377 = -952649.193275
  nChanged 8
		SP:Iteration 73Q (55208.140000 sec): 3 clusters
  Score: Raw -955617.014034 + Penalty 2966.579377 = -952650.434656
  nChanged 7
		SP:Iteration 74Q (55208.400000 sec): 3 clusters
  Score: Raw -955617.975082 + Penalty 2966.579377 = -952651.395705
  nChanged 7
		SP:Iteration 75Q (55208.580000 sec): 3 clusters
  Score: Raw -955619.154355 + Penalty 2966.579377 = -952652.574978
  nChanged 13
		SP:Iteration 76Q (55208.850000 sec): 3 clusters
  Score: Raw -955621.171147 + Penalty 2966.579377 = -952654.591770
  nChanged 13
		SP:Iteration 77Q (55209.060000 sec): 3 clusters
  Score: Raw -955622.969174 + Penalty 2966.579377 = -952656.389797
  nChanged 12
		SP:Iteration 78Q (55209.280000 sec): 3 clusters
  Score: Raw -955624.692875 + Penalty 2966.579377 = -952658.113498
  nChanged 9
		SP:Iteration 79Q (55209.500000 sec): 3 clusters
  Score: Raw -955625.531468 + Penalty 2966.579377 = -952658.952090
  nChanged 4
		SP:Iteration 80F (55209.740000 sec): 3 clusters
  Score: Raw -955625.880420 + Penalty 2966.579377 = -952659.301042
  nChanged 1
		SP:Iteration 81Q (55209.990000 sec): 3 clusters
  Score: Raw -955625.987964 + Penalty 2966.579377 = -952659.408586
  nChanged 3
		SP:Iteration 82Q (55210.160000 sec): 3 clusters
  Score: Raw -955626.414530 + Penalty 2966.579377 = -952659.835152
  nChanged 2
		SP:Iteration 83Q (55210.400000 sec): 3 clusters
  Score: Raw -955626.502350 + Penalty 2966.579377 = -952659.922972
  nChanged 1
		SP:Iteration 84Q (55210.580000 sec): 3 clusters
  Score: Raw -955626.629233 + Penalty 2966.579377 = -952660.049856
  nChanged 3
		SP:Iteration 85Q (55210.820000 sec): 3 clusters
  Score: Raw -955626.949669 + Penalty 2966.579377 = -952660.370292
  nChanged 4
		SP:Iteration 86Q (55210.990000 sec): 3 clusters
  Score: Raw -955627.527127 + Penalty 2966.579377 = -952660.947749
  nChanged 6
		SP:Iteration 87Q (55211.200000 sec): 3 clusters
  Score: Raw -955628.648569 + Penalty 2966.579377 = -952662.069192
  nChanged 3
		SP:Iteration 88Q (55211.410000 sec): 3 clusters
  Score: Raw -955628.915931 + Penalty 2966.579377 = -952662.336553
  nChanged 1
		SP:Iteration 89Q (55211.630000 sec): 3 clusters
  Score: Raw -955628.956234 + Penalty 2966.579377 = -952662.376857
  nChanged 1
		SP:Iteration 90Q (55211.800000 sec): 3 clusters
  Score: Raw -955629.172941 + Penalty 2966.579377 = -952662.593563
  nChanged 2
		SP:Iteration 91Q (55212.030000 sec): 3 clusters
  Score: Raw -955629.453888 + Penalty 2966.579377 = -952662.874511
  nChanged 3
		SP:Iteration 92Q (55212.250000 sec): 3 clusters
  Score: Raw -955629.835047 + Penalty 2966.579377 = -952663.255670
  nChanged 1
		SP:Iteration 93Q (55212.470000 sec): 3 clusters
  Score: Raw -955630.005826 + Penalty 2966.579377 = -952663.426449
  nChanged 3
		SP:Iteration 94Q (55212.700000 sec): 3 clusters
  Score: Raw -955630.612725 + Penalty 2966.579377 = -952664.033348
  nChanged 4
		SP:Iteration 95Q (55212.950000 sec): 3 clusters
  Score: Raw -955631.113059 + Penalty 2966.579377 = -952664.533682
  nChanged 2
		SP:Iteration 96Q (55213.130000 sec): 3 clusters
  Score: Raw -955631.322684 + Penalty 2966.579377 = -952664.743307
  nChanged 0
		SP:Iteration 97F (55213.370000 sec): 3 clusters
  Score: Raw -955631.322684 + Penalty 2966.579377 = -952664.743307
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55213.500000 sec): 2 clusters
  Score: Raw -818010.394844 + Penalty 1450.040271 = -816560.354573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55213.700000 sec): 3 clusters
  Score: Raw -813829.770088 + Penalty 2900.080542 = -810929.689547
  nChanged 3258
		SP:Iteration 1F (55213.910000 sec): 3 clusters
  Score: Raw -815631.118521 + Penalty 2900.080542 = -812731.037979
  nChanged 527
		SP:Iteration 2F (55214.100000 sec): 3 clusters
  Score: Raw -815866.389697 + Penalty 2900.080542 = -812966.309155
  nChanged 376
		SP:Iteration 3F (55214.330000 sec): 3 clusters
  Score: Raw -816039.699787 + Penalty 2900.080542 = -813139.619245
  nChanged 313
		SP:Iteration 4Q (55214.540000 sec): 3 clusters
  Score: Raw -816168.833969 + Penalty 2900.080542 = -813268.753427
  nChanged 257
		SP:Iteration 5Q (55214.710000 sec): 3 clusters
  Score: Raw -816273.595735 + Penalty 2900.080542 = -813373.515193
  nChanged 221
		SP:Iteration 6Q (55214.910000 sec): 3 clusters
  Score: Raw -816357.692215 + Penalty 2900.080542 = -813457.611673
  nChanged 216
		SP:Iteration 7Q (55215.130000 sec): 3 clusters
  Score: Raw -816450.915837 + Penalty 2900.080542 = -813550.835295
  nChanged 225
		SP:Iteration 8Q (55215.330000 sec): 3 clusters
  Score: Raw -816550.304507 + Penalty 2900.080542 = -813650.223965
  nChanged 228
		SP:Iteration 9Q (55215.550000 sec): 3 clusters
  Score: Raw -816652.261791 + Penalty 2900.080542 = -813752.181249
  nChanged 246
		SP:Iteration 10Q (55215.740000 sec): 3 clusters
  Score: Raw -816778.114860 + Penalty 2900.080542 = -813878.034318
  nChanged 260
		SP:Iteration 11Q (55215.940000 sec): 3 clusters
  Score: Raw -816917.466385 + Penalty 2900.080542 = -814017.385843
  nChanged 240
		SP:Iteration 12Q (55216.140000 sec): 3 clusters
  Score: Raw -817037.298638 + Penalty 2900.080542 = -814137.218096
  nChanged 225
		SP:Iteration 13Q (55216.320000 sec): 3 clusters
  Score: Raw -817149.030956 + Penalty 2900.080542 = -814248.950415
  nChanged 216
		SP:Iteration 14Q (55216.500000 sec): 3 clusters
  Score: Raw -817268.939487 + Penalty 2900.080542 = -814368.858946
  nChanged 209
		SP:Iteration 15Q (55216.700000 sec): 3 clusters
  Score: Raw -817397.380401 + Penalty 2900.080542 = -814497.299859
  nChanged 204
		SP:Iteration 16Q (55216.930000 sec): 3 clusters
  Score: Raw -817505.119559 + Penalty 2900.080542 = -814605.039017
  nChanged 195
		SP:Iteration 17Q (55217.150000 sec): 3 clusters
  Score: Raw -817601.843817 + Penalty 2900.080542 = -814701.763275
  nChanged 170
		SP:Iteration 18Q (55217.360000 sec): 3 clusters
  Score: Raw -817673.670493 + Penalty 2900.080542 = -814773.589952
  nChanged 130
		SP:Iteration 19Q (55217.570000 sec): 3 clusters
  Score: Raw -817719.256587 + Penalty 2900.080542 = -814819.176045
  nChanged 98
		SP:Iteration 20F (55217.720000 sec): 3 clusters
  Score: Raw -817750.780871 + Penalty 2900.080542 = -814850.700329
  nChanged 85
		SP:Iteration 21Q (55217.900000 sec): 3 clusters
  Score: Raw -817775.949960 + Penalty 2900.080542 = -814875.869418
  nChanged 81
		SP:Iteration 22Q (55218.120000 sec): 3 clusters
  Score: Raw -817806.696270 + Penalty 2900.080542 = -814906.615728
  nChanged 75
		SP:Iteration 23Q (55218.290000 sec): 3 clusters
  Score: Raw -817824.400399 + Penalty 2900.080542 = -814924.319858
  nChanged 44
		SP:Iteration 24Q (55218.480000 sec): 3 clusters
  Score: Raw -817833.058996 + Penalty 2900.080542 = -814932.978454
  nChanged 37
		SP:Iteration 25Q (55218.670000 sec): 3 clusters
  Score: Raw -817842.639749 + Penalty 2900.080542 = -814942.559207
  nChanged 43
		SP:Iteration 26Q (55218.850000 sec): 3 clusters
  Score: Raw -817854.201485 + Penalty 2900.080542 = -814954.120943
  nChanged 43
		SP:Iteration 27Q (55219.070000 sec): 3 clusters
  Score: Raw -817862.375783 + Penalty 2900.080542 = -814962.295242
  nChanged 23
		SP:Iteration 28Q (55219.310000 sec): 3 clusters
  Score: Raw -817866.831785 + Penalty 2900.080542 = -814966.751243
  nChanged 27
		SP:Iteration 29Q (55219.500000 sec): 3 clusters
  Score: Raw -817872.222480 + Penalty 2900.080542 = -814972.141939
  nChanged 21
		SP:Iteration 30Q (55219.720000 sec): 3 clusters
  Score: Raw -817875.995832 + Penalty 2900.080542 = -814975.915291
  nChanged 19
		SP:Iteration 31Q (55219.900000 sec): 3 clusters
  Score: Raw -817880.210390 + Penalty 2900.080542 = -814980.129848
  nChanged 17
		SP:Iteration 32Q (55220.120000 sec): 3 clusters
  Score: Raw -817883.738994 + Penalty 2900.080542 = -814983.658452
  nChanged 15
		SP:Iteration 33Q (55220.290000 sec): 3 clusters
  Score: Raw -817886.689623 + Penalty 2900.080542 = -814986.609081
  nChanged 14
		SP:Iteration 34Q (55220.510000 sec): 3 clusters
  Score: Raw -817889.065701 + Penalty 2900.080542 = -814988.985159
  nChanged 10
		SP:Iteration 35Q (55220.730000 sec): 3 clusters
  Score: Raw -817891.893609 + Penalty 2900.080542 = -814991.813067
  nChanged 12
		SP:Iteration 36Q (55220.900000 sec): 3 clusters
  Score: Raw -817895.212458 + Penalty 2900.080542 = -814995.131916
  nChanged 20
		SP:Iteration 37Q (55221.110000 sec): 3 clusters
  Score: Raw -817900.494581 + Penalty 2900.080542 = -815000.414039
  nChanged 23
		SP:Iteration 38Q (55221.360000 sec): 3 clusters
  Score: Raw -817905.282797 + Penalty 2900.080542 = -815005.202255
  nChanged 27
		SP:Iteration 39Q (55221.560000 sec): 3 clusters
  Score: Raw -817913.739414 + Penalty 2900.080542 = -815013.658872
  nChanged 27
		SP:Iteration 40F (55221.820000 sec): 3 clusters
  Score: Raw -817922.365494 + Penalty 2900.080542 = -815022.284952
  nChanged 40
		SP:Iteration 41Q (55222.020000 sec): 3 clusters
  Score: Raw -817934.950169 + Penalty 2900.080542 = -815034.869627
  nChanged 41
		SP:Iteration 42Q (55222.230000 sec): 3 clusters
  Score: Raw -817946.127450 + Penalty 2900.080542 = -815046.046908
  nChanged 46
		SP:Iteration 43Q (55222.420000 sec): 3 clusters
  Score: Raw -817960.456330 + Penalty 2900.080542 = -815060.375788
  nChanged 52
		SP:Iteration 44Q (55222.620000 sec): 3 clusters
  Score: Raw -817976.829122 + Penalty 2900.080542 = -815076.748581
  nChanged 55
		SP:Iteration 45Q (55222.810000 sec): 3 clusters
  Score: Raw -817993.637074 + Penalty 2900.080542 = -815093.556532
  nChanged 47
		SP:Iteration 46Q (55223.000000 sec): 3 clusters
  Score: Raw -818007.484277 + Penalty 2900.080542 = -815107.403735
  nChanged 48
		SP:Iteration 47Q (55223.200000 sec): 3 clusters
  Score: Raw -818020.354045 + Penalty 2900.080542 = -815120.273503
  nChanged 52
		SP:Iteration 48Q (55223.400000 sec): 3 clusters
  Score: Raw -818034.735874 + Penalty 2900.080542 = -815134.655332
  nChanged 46
		SP:Iteration 49Q (55223.610000 sec): 3 clusters
  Score: Raw -818047.641200 + Penalty 2900.080542 = -815147.560658
  nChanged 38
		SP:Iteration 50Q (55223.860000 sec): 3 clusters
  Score: Raw -818057.595104 + Penalty 2900.080542 = -815157.514562
  nChanged 40
		SP:Iteration 51Q (55224.090000 sec): 3 clusters
  Score: Raw -818070.185964 + Penalty 2900.080542 = -815170.105422
  nChanged 46
		SP:Iteration 52Q (55224.300000 sec): 3 clusters
  Score: Raw -818085.114027 + Penalty 2900.080542 = -815185.033486
  nChanged 54
		SP:Iteration 53Q (55224.500000 sec): 3 clusters
  Score: Raw -818105.321517 + Penalty 2900.080542 = -815205.240975
  nChanged 48
		SP:Iteration 54Q (55224.750000 sec): 3 clusters
  Score: Raw -818121.556344 + Penalty 2900.080542 = -815221.475802
  nChanged 51
		SP:Iteration 55Q (55224.920000 sec): 3 clusters
  Score: Raw -818141.327974 + Penalty 2900.080542 = -815241.247432
  nChanged 54
		SP:Iteration 56Q (55225.100000 sec): 3 clusters
  Score: Raw -818166.402034 + Penalty 2900.080542 = -815266.321492
  nChanged 68
		SP:Iteration 57Q (55225.320000 sec): 3 clusters
  Score: Raw -818197.435765 + Penalty 2900.080542 = -815297.355223
  nChanged 67
		SP:Iteration 58Q (55225.480000 sec): 3 clusters
  Score: Raw -818232.872470 + Penalty 2900.080542 = -815332.791928
  nChanged 74
		SP:Iteration 59Q (55225.650000 sec): 3 clusters
  Score: Raw -818269.468423 + Penalty 2900.080542 = -815369.387881
  nChanged 60
		SP:Iteration 60F (55225.820000 sec): 3 clusters
  Score: Raw -818296.828605 + Penalty 2900.080542 = -815396.748063
  nChanged 67
		SP:Iteration 61Q (55226.000000 sec): 3 clusters
  Score: Raw -818319.830512 + Penalty 2900.080542 = -815419.749971
  nChanged 43
		SP:Iteration 62Q (55226.250000 sec): 3 clusters
  Score: Raw -818332.720231 + Penalty 2900.080542 = -815432.639689
  nChanged 46
		SP:Iteration 63Q (55226.440000 sec): 3 clusters
  Score: Raw -818346.568256 + Penalty 2900.080542 = -815446.487714
  nChanged 36
		SP:Iteration 64Q (55226.610000 sec): 3 clusters
  Score: Raw -818355.471018 + Penalty 2900.080542 = -815455.390477
  nChanged 19
		SP:Iteration 65Q (55226.830000 sec): 3 clusters
  Score: Raw -818359.584047 + Penalty 2900.080542 = -815459.503505
  nChanged 15
		SP:Iteration 66Q (55227.050000 sec): 3 clusters
  Score: Raw -818362.684571 + Penalty 2900.080542 = -815462.604029
  nChanged 15
		SP:Iteration 67Q (55227.240000 sec): 3 clusters
  Score: Raw -818366.311381 + Penalty 2900.080542 = -815466.230840
  nChanged 8
		SP:Iteration 68Q (55227.450000 sec): 3 clusters
  Score: Raw -818368.231992 + Penalty 2900.080542 = -815468.151451
  nChanged 10
		SP:Iteration 69Q (55227.630000 sec): 3 clusters
  Score: Raw -818369.407883 + Penalty 2900.080542 = -815469.327342
  nChanged 11
		SP:Iteration 70Q (55227.850000 sec): 3 clusters
  Score: Raw -818371.107347 + Penalty 2900.080542 = -815471.026805
  nChanged 5
		SP:Iteration 71Q (55228.030000 sec): 3 clusters
  Score: Raw -818371.706600 + Penalty 2900.080542 = -815471.626058
  nChanged 6
		SP:Iteration 72Q (55228.230000 sec): 3 clusters
  Score: Raw -818372.515401 + Penalty 2900.080542 = -815472.434859
  nChanged 3
		SP:Iteration 73Q (55228.440000 sec): 3 clusters
  Score: Raw -818372.804744 + Penalty 2900.080542 = -815472.724203
  nChanged 2
		SP:Iteration 74Q (55228.680000 sec): 3 clusters
  Score: Raw -818372.977432 + Penalty 2900.080542 = -815472.896890
  nChanged 2
		SP:Iteration 75Q (55228.870000 sec): 3 clusters
  Score: Raw -818373.388386 + Penalty 2900.080542 = -815473.307844
  nChanged 2
		SP:Iteration 76Q (55229.070000 sec): 3 clusters
  Score: Raw -818373.765081 + Penalty 2900.080542 = -815473.684539
  nChanged 3
		SP:Iteration 77Q (55229.290000 sec): 3 clusters
  Score: Raw -818374.141190 + Penalty 2900.080542 = -815474.060648
  nChanged 1
		SP:Iteration 78Q (55229.480000 sec): 3 clusters
  Score: Raw -818374.271780 + Penalty 2900.080542 = -815474.191239
  nChanged 2
		SP:Iteration 79Q (55229.710000 sec): 3 clusters
  Score: Raw -818374.882165 + Penalty 2900.080542 = -815474.801623
  nChanged 3
		SP:Iteration 80F (55229.900000 sec): 3 clusters
  Score: Raw -818375.323623 + Penalty 2900.080542 = -815475.243081
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55230.010000 sec): 2 clusters
  Score: Raw -351380.609955 + Penalty 1311.064564 = -350069.545391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55230.170000 sec): 3 clusters
  Score: Raw -349862.320789 + Penalty 2622.129129 = -347240.191660
  nChanged 1211
		SP:Iteration 1F (55230.340000 sec): 3 clusters
  Score: Raw -350553.143810 + Penalty 2622.129129 = -347931.014682
  nChanged 246
		SP:Iteration 2F (55230.500000 sec): 3 clusters
  Score: Raw -350703.009667 + Penalty 2622.129129 = -348080.880539
  nChanged 174
		SP:Iteration 3F (55230.690000 sec): 3 clusters
  Score: Raw -350804.803977 + Penalty 2622.129129 = -348182.674849
  nChanged 139
		SP:Iteration 4Q (55230.900000 sec): 3 clusters
  Score: Raw -350885.237607 + Penalty 2622.129129 = -348263.108478
  nChanged 107
		SP:Iteration 5Q (55231.060000 sec): 3 clusters
  Score: Raw -350938.217875 + Penalty 2622.129129 = -348316.088746
  nChanged 81
		SP:Iteration 6Q (55231.280000 sec): 3 clusters
  Score: Raw -350982.088847 + Penalty 2622.129129 = -348359.959718
  nChanged 71
		SP:Iteration 7Q (55231.470000 sec): 3 clusters
  Score: Raw -351014.530627 + Penalty 2622.129129 = -348392.401498
  nChanged 65
		SP:Iteration 8Q (55231.660000 sec): 3 clusters
  Score: Raw -351044.808411 + Penalty 2622.129129 = -348422.679283
  nChanged 55
		SP:Iteration 9Q (55231.800000 sec): 3 clusters
  Score: Raw -351066.565522 + Penalty 2622.129129 = -348444.436394
  nChanged 54
		SP:Iteration 10Q (55231.990000 sec): 3 clusters
  Score: Raw -351088.508571 + Penalty 2622.129129 = -348466.379443
  nChanged 57
		SP:Iteration 11Q (55232.190000 sec): 3 clusters
  Score: Raw -351114.349592 + Penalty 2622.129129 = -348492.220463
  nChanged 58
		SP:Iteration 12Q (55232.350000 sec): 3 clusters
  Score: Raw -351137.467925 + Penalty 2622.129129 = -348515.338796
  nChanged 43
		SP:Iteration 13Q (55232.560000 sec): 3 clusters
  Score: Raw -351154.701565 + Penalty 2622.129129 = -348532.572436
  nChanged 42
		SP:Iteration 14Q (55232.720000 sec): 3 clusters
  Score: Raw -351173.021360 + Penalty 2622.129129 = -348550.892231
  nChanged 46
		SP:Iteration 15Q (55232.870000 sec): 3 clusters
  Score: Raw -351194.325144 + Penalty 2622.129129 = -348572.196015
  nChanged 48
		SP:Iteration 16Q (55232.990000 sec): 3 clusters
  Score: Raw -351217.492961 + Penalty 2622.129129 = -348595.363832
  nChanged 52
		SP:Iteration 17Q (55233.200000 sec): 3 clusters
  Score: Raw -351242.320402 + Penalty 2622.129129 = -348620.191273
  nChanged 61
		SP:Iteration 18Q (55233.350000 sec): 3 clusters
  Score: Raw -351279.094235 + Penalty 2622.129129 = -348656.965106
  nChanged 61
		SP:Iteration 19Q (55233.510000 sec): 3 clusters
  Score: Raw -351309.105364 + Penalty 2622.129129 = -348686.976235
  nChanged 50
		SP:Iteration 20F (55233.680000 sec): 3 clusters
  Score: Raw -351331.111469 + Penalty 2622.129129 = -348708.982341
  nChanged 35
		SP:Iteration 21Q (55233.860000 sec): 3 clusters
  Score: Raw -351353.771118 + Penalty 2622.129129 = -348731.641989
  nChanged 35
		SP:Iteration 22Q (55234.060000 sec): 3 clusters
  Score: Raw -351373.243539 + Penalty 2622.129129 = -348751.114410
  nChanged 27
		SP:Iteration 23Q (55234.230000 sec): 3 clusters
  Score: Raw -351387.120737 + Penalty 2622.129129 = -348764.991609
  nChanged 27
		SP:Iteration 24Q (55234.430000 sec): 3 clusters
  Score: Raw -351403.649022 + Penalty 2622.129129 = -348781.519894
  nChanged 33
		SP:Iteration 25Q (55234.610000 sec): 3 clusters
  Score: Raw -351431.843525 + Penalty 2622.129129 = -348809.714396
  nChanged 39
		SP:Iteration 26Q (55234.800000 sec): 3 clusters
  Score: Raw -351459.682385 + Penalty 2622.129129 = -348837.553257
  nChanged 28
		SP:Iteration 27Q (55234.960000 sec): 3 clusters
  Score: Raw -351477.132444 + Penalty 2622.129129 = -348855.003315
  nChanged 25
		SP:Iteration 28Q (55235.180000 sec): 3 clusters
  Score: Raw -351497.544815 + Penalty 2622.129129 = -348875.415686
  nChanged 31
		SP:Iteration 29Q (55235.310000 sec): 3 clusters
  Score: Raw -351516.340401 + Penalty 2622.129129 = -348894.211272
  nChanged 26
		SP:Iteration 30Q (55235.520000 sec): 3 clusters
  Score: Raw -351528.716174 + Penalty 2622.129129 = -348906.587046
  nChanged 19
		SP:Iteration 31Q (55235.620000 sec): 3 clusters
  Score: Raw -351541.412959 + Penalty 2622.129129 = -348919.283831
  nChanged 16
		SP:Iteration 32Q (55235.800000 sec): 3 clusters
  Score: Raw -351552.324949 + Penalty 2622.129129 = -348930.195820
  nChanged 16
		SP:Iteration 33Q (55235.930000 sec): 3 clusters
  Score: Raw -351562.398748 + Penalty 2622.129129 = -348940.269619
  nChanged 17
		SP:Iteration 34Q (55236.090000 sec): 3 clusters
  Score: Raw -351573.270506 + Penalty 2622.129129 = -348951.141378
  nChanged 17
		SP:Iteration 35Q (55236.300000 sec): 3 clusters
  Score: Raw -351585.284017 + Penalty 2622.129129 = -348963.154889
  nChanged 18
		SP:Iteration 36Q (55236.450000 sec): 3 clusters
  Score: Raw -351595.833509 + Penalty 2622.129129 = -348973.704380
  nChanged 11
		SP:Iteration 37Q (55236.580000 sec): 3 clusters
  Score: Raw -351605.726560 + Penalty 2622.129129 = -348983.597431
  nChanged 15
		SP:Iteration 38Q (55236.740000 sec): 3 clusters
  Score: Raw -351617.689148 + Penalty 2622.129129 = -348995.560019
  nChanged 11
		SP:Iteration 39Q (55236.920000 sec): 3 clusters
  Score: Raw -351624.828562 + Penalty 2622.129129 = -349002.699434
  nChanged 13
		SP:Iteration 40F (55237.120000 sec): 3 clusters
  Score: Raw -351634.660563 + Penalty 2622.129129 = -349012.531434
  nChanged 12
		SP:Iteration 41Q (55237.270000 sec): 3 clusters
  Score: Raw -351641.842546 + Penalty 2622.129129 = -349019.713417
  nChanged 14
		SP:Iteration 42Q (55237.430000 sec): 3 clusters
  Score: Raw -351651.796922 + Penalty 2622.129129 = -349029.667794
  nChanged 11
		SP:Iteration 43Q (55237.640000 sec): 3 clusters
  Score: Raw -351657.717470 + Penalty 2622.129129 = -349035.588342
  nChanged 7
		SP:Iteration 44Q (55237.820000 sec): 3 clusters
  Score: Raw -351664.237520 + Penalty 2622.129129 = -349042.108391
  nChanged 9
		SP:Iteration 45Q (55237.960000 sec): 3 clusters
  Score: Raw -351668.631878 + Penalty 2622.129129 = -349046.502749
  nChanged 9
		SP:Iteration 46Q (55238.180000 sec): 3 clusters
  Score: Raw -351672.910874 + Penalty 2622.129129 = -349050.781745
  nChanged 7
		SP:Iteration 47Q (55238.370000 sec): 3 clusters
  Score: Raw -351677.736960 + Penalty 2622.129129 = -349055.607831
  nChanged 8
		SP:Iteration 48Q (55238.520000 sec): 3 clusters
  Score: Raw -351681.504644 + Penalty 2622.129129 = -349059.375516
  nChanged 4
		SP:Iteration 49Q (55238.690000 sec): 3 clusters
  Score: Raw -351683.667473 + Penalty 2622.129129 = -349061.538344
  nChanged 3
		SP:Iteration 50Q (55238.890000 sec): 3 clusters
  Score: Raw -351685.048833 + Penalty 2622.129129 = -349062.919704
  nChanged 2
		SP:Iteration 51Q (55239.080000 sec): 3 clusters
  Score: Raw -351685.724862 + Penalty 2622.129129 = -349063.595733
  nChanged 0
		SP:Iteration 52F (55239.270000 sec): 3 clusters
  Score: Raw -351685.724862 + Penalty 2622.129129 = -349063.595733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55239.360000 sec): 2 clusters
  Score: Raw -12278.932983 + Penalty 826.734404 = -11452.198578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55239.500000 sec): 3 clusters
  Score: Raw -12499.742640 + Penalty 1653.468809 = -10846.273831
  nChanged 25
		SP:Iteration 1F (55239.690000 sec): 3 clusters
  Score: Raw -12646.080537 + Penalty 1653.468809 = -10992.611729
  nChanged 8
		SP:Iteration 2Q (55239.830000 sec): 3 clusters
  Score: Raw -12696.394521 + Penalty 1653.468809 = -11042.925712
  nChanged 4
		SP:Iteration 3Q (55240.010000 sec): 3 clusters
  Score: Raw -12720.466656 + Penalty 1653.468809 = -11066.997847
  nChanged 1
		SP:Iteration 4Q (55240.150000 sec): 3 clusters
  Score: Raw -12723.595905 + Penalty 1653.468809 = -11070.127096
  nChanged 1
		SP:Iteration 5Q (55240.310000 sec): 3 clusters
  Score: Raw -12756.226296 + Penalty 1653.468809 = -11102.757487
  nChanged 2
		SP:Iteration 6Q (55240.480000 sec): 3 clusters
  Score: Raw -12765.396762 + Penalty 1653.468809 = -11111.927953
  nChanged 2
		SP:Iteration 7Q (55240.640000 sec): 3 clusters
  Score: Raw -12778.401300 + Penalty 1653.468809 = -11124.932491
  nChanged 1
		SP:Iteration 8Q (55240.780000 sec): 3 clusters
  Score: Raw -12781.854319 + Penalty 1653.468809 = -11128.385510
  nChanged 0
		SP:Iteration 9F (55240.960000 sec): 3 clusters
  Score: Raw -12781.854319 + Penalty 1653.468809 = -11128.385510
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55241.120000 sec): 2 clusters
  Score: Raw -839502.949671 + Penalty 1454.545848 = -838048.403822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55241.310000 sec): 3 clusters
  Score: Raw -835138.685094 + Penalty 2909.091697 = -832229.593397
  nChanged 3320
		SP:Iteration 1F (55241.520000 sec): 3 clusters
  Score: Raw -836973.468531 + Penalty 2909.091697 = -834064.376835
  nChanged 607
		SP:Iteration 2F (55241.670000 sec): 3 clusters
  Score: Raw -837406.112262 + Penalty 2909.091697 = -834497.020565
  nChanged 604
		SP:Iteration 3F (55241.890000 sec): 3 clusters
  Score: Raw -837900.475306 + Penalty 2909.091697 = -834991.383609
  nChanged 650
		SP:Iteration 4F (55242.090000 sec): 3 clusters
  Score: Raw -838487.350042 + Penalty 2909.091697 = -835578.258345
  nChanged 624
		SP:Iteration 5F (55242.270000 sec): 3 clusters
  Score: Raw -839085.592395 + Penalty 2909.091697 = -836176.500698
  nChanged 543
		SP:Iteration 6F (55242.450000 sec): 3 clusters
  Score: Raw -839592.742106 + Penalty 2909.091697 = -836683.650410
  nChanged 399
		SP:Iteration 7F (55242.700000 sec): 3 clusters
  Score: Raw -839927.517352 + Penalty 2909.091697 = -837018.425656
  nChanged 253
		SP:Iteration 8Q (55242.940000 sec): 3 clusters
  Score: Raw -840095.145010 + Penalty 2909.091697 = -837186.053314
  nChanged 141
		SP:Iteration 9Q (55243.120000 sec): 3 clusters
  Score: Raw -840173.522216 + Penalty 2909.091697 = -837264.430519
  nChanged 92
		SP:Iteration 10Q (55243.340000 sec): 3 clusters
  Score: Raw -840215.082737 + Penalty 2909.091697 = -837305.991040
  nChanged 62
		SP:Iteration 11Q (55243.530000 sec): 3 clusters
  Score: Raw -840240.741685 + Penalty 2909.091697 = -837331.649989
  nChanged 49
		SP:Iteration 12Q (55243.760000 sec): 3 clusters
  Score: Raw -840257.329542 + Penalty 2909.091697 = -837348.237845
  nChanged 27
		SP:Iteration 13Q (55243.980000 sec): 3 clusters
  Score: Raw -840264.725364 + Penalty 2909.091697 = -837355.633668
  nChanged 22
		SP:Iteration 14Q (55244.210000 sec): 3 clusters
  Score: Raw -840270.638981 + Penalty 2909.091697 = -837361.547284
  nChanged 12
		SP:Iteration 15Q (55244.440000 sec): 3 clusters
  Score: Raw -840272.831421 + Penalty 2909.091697 = -837363.739725
  nChanged 7
		SP:Iteration 16Q (55244.640000 sec): 3 clusters
  Score: Raw -840274.042480 + Penalty 2909.091697 = -837364.950784
  nChanged 6
		SP:Iteration 17Q (55244.880000 sec): 3 clusters
  Score: Raw -840275.105450 + Penalty 2909.091697 = -837366.013753
  nChanged 4
		SP:Iteration 18Q (55245.070000 sec): 3 clusters
  Score: Raw -840276.018940 + Penalty 2909.091697 = -837366.927243
  nChanged 4
		SP:Iteration 19Q (55245.290000 sec): 3 clusters
  Score: Raw -840276.379902 + Penalty 2909.091697 = -837367.288206
  nChanged 4
		SP:Iteration 20F (55245.510000 sec): 3 clusters
  Score: Raw -840277.008712 + Penalty 2909.091697 = -837367.917015
  nChanged 3
		SP:Iteration 21Q (55245.740000 sec): 3 clusters
  Score: Raw -840277.361457 + Penalty 2909.091697 = -837368.269761
  nChanged 5
		SP:Iteration 22Q (55245.900000 sec): 3 clusters
  Score: Raw -840278.206554 + Penalty 2909.091697 = -837369.114857
  nChanged 5
		SP:Iteration 23Q (55246.110000 sec): 3 clusters
  Score: Raw -840279.057778 + Penalty 2909.091697 = -837369.966081
  nChanged 4
		SP:Iteration 24Q (55246.290000 sec): 3 clusters
  Score: Raw -840279.829195 + Penalty 2909.091697 = -837370.737498
  nChanged 4
		SP:Iteration 25Q (55246.540000 sec): 3 clusters
  Score: Raw -840280.669620 + Penalty 2909.091697 = -837371.577923
  nChanged 5
		SP:Iteration 26Q (55246.750000 sec): 3 clusters
  Score: Raw -840281.651045 + Penalty 2909.091697 = -837372.559349
  nChanged 5
		SP:Iteration 27Q (55246.920000 sec): 3 clusters
  Score: Raw -840282.627642 + Penalty 2909.091697 = -837373.535945
  nChanged 3
		SP:Iteration 28Q (55247.170000 sec): 3 clusters
  Score: Raw -840283.399733 + Penalty 2909.091697 = -837374.308036
  nChanged 5
		SP:Iteration 29Q (55247.340000 sec): 3 clusters
  Score: Raw -840284.435878 + Penalty 2909.091697 = -837375.344182
  nChanged 6
		SP:Iteration 30Q (55247.520000 sec): 3 clusters
  Score: Raw -840285.644481 + Penalty 2909.091697 = -837376.552785
  nChanged 4
		SP:Iteration 31Q (55247.730000 sec): 3 clusters
  Score: Raw -840286.619640 + Penalty 2909.091697 = -837377.527944
  nChanged 2
		SP:Iteration 32Q (55247.910000 sec): 3 clusters
  Score: Raw -840287.211767 + Penalty 2909.091697 = -837378.120071
  nChanged 4
		SP:Iteration 33Q (55248.030000 sec): 3 clusters
  Score: Raw -840287.983691 + Penalty 2909.091697 = -837378.891995
  nChanged 4
		SP:Iteration 34Q (55248.240000 sec): 3 clusters
  Score: Raw -840289.130351 + Penalty 2909.091697 = -837380.038655
  nChanged 7
		SP:Iteration 35Q (55248.470000 sec): 3 clusters
  Score: Raw -840290.816139 + Penalty 2909.091697 = -837381.724442
  nChanged 7
		SP:Iteration 36Q (55248.660000 sec): 3 clusters
  Score: Raw -840292.014913 + Penalty 2909.091697 = -837382.923216
  nChanged 5
		SP:Iteration 37Q (55248.870000 sec): 3 clusters
  Score: Raw -840292.909799 + Penalty 2909.091697 = -837383.818102
  nChanged 0
		SP:Iteration 38F (55249.090000 sec): 3 clusters
  Score: Raw -840292.909799 + Penalty 2909.091697 = -837383.818102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55249.180000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55249.340000 sec): 3 clusters
  Score: Raw -22233.368717 + Penalty 1758.784967 = -20474.583750
  nChanged 34
		SP:Iteration 1F (55249.530000 sec): 3 clusters
  Score: Raw -22325.915421 + Penalty 1758.784967 = -20567.130454
  nChanged 14
		SP:Iteration 2F (55249.690000 sec): 3 clusters
  Score: Raw -22389.808649 + Penalty 1758.784967 = -20631.023682
  nChanged 13
		SP:Iteration 3F (55249.850000 sec): 3 clusters
  Score: Raw -22436.243905 + Penalty 1758.784967 = -20677.458938
  nChanged 5
		SP:Iteration 4Q (55250.050000 sec): 3 clusters
  Score: Raw -22455.989741 + Penalty 1758.784967 = -20697.204774
  nChanged 5
		SP:Iteration 5Q (55250.220000 sec): 3 clusters
  Score: Raw -22472.447243 + Penalty 1758.784967 = -20713.662276
  nChanged 4
		SP:Iteration 6Q (55250.400000 sec): 3 clusters
  Score: Raw -22489.240134 + Penalty 1758.784967 = -20730.455167
  nChanged 2
		SP:Iteration 7Q (55250.570000 sec): 3 clusters
  Score: Raw -22498.043914 + Penalty 1758.784967 = -20739.258948
  nChanged 2
		SP:Iteration 8Q (55250.720000 sec): 3 clusters
  Score: Raw -22503.398261 + Penalty 1758.784967 = -20744.613294
  nChanged 0
		SP:Iteration 9F (55250.880000 sec): 3 clusters
  Score: Raw -22503.398261 + Penalty 1758.784967 = -20744.613294
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55251.290000 sec): 2 clusters
  Score: Raw -4910764.839317 + Penalty 1739.984113 = -4909024.855204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55251.680000 sec): 3 clusters
  Score: Raw -4882498.020659 + Penalty 3479.968227 = -4879018.052433
  nChanged 20889
		SP:Iteration 1F (55252.180000 sec): 3 clusters
  Score: Raw -4894184.386892 + Penalty 3479.968227 = -4890704.418665
  nChanged 2020
		SP:Iteration 2Q (55252.620000 sec): 3 clusters
  Score: Raw -4894899.347149 + Penalty 3479.968227 = -4891419.378923
  nChanged 2077
		SP:Iteration 3Q (55253.080000 sec): 3 clusters
  Score: Raw -4895781.390788 + Penalty 3479.968227 = -4892301.422561
  nChanged 2290
		SP:Iteration 4F (55253.500000 sec): 3 clusters
  Score: Raw -4896949.696445 + Penalty 3479.968227 = -4893469.728218
  nChanged 2617
		SP:Iteration 5F (55253.910000 sec): 3 clusters
  Score: Raw -4898591.342188 + Penalty 3479.968227 = -4895111.373961
  nChanged 2933
		SP:Iteration 6F (55254.330000 sec): 3 clusters
  Score: Raw -4900653.157260 + Penalty 3479.968227 = -4897173.189034
  nChanged 3111
		SP:Iteration 7F (55254.710000 sec): 3 clusters
  Score: Raw -4903096.032870 + Penalty 3479.968227 = -4899616.064643
  nChanged 2979
		SP:Iteration 8F (55255.130000 sec): 3 clusters
  Score: Raw -4905603.414309 + Penalty 3479.968227 = -4902123.446082
  nChanged 2487
		SP:Iteration 9F (55255.600000 sec): 3 clusters
  Score: Raw -4907701.526305 + Penalty 3479.968227 = -4904221.558078
  nChanged 1757
		SP:Iteration 10Q (55256.050000 sec): 3 clusters
  Score: Raw -4909213.732623 + Penalty 3479.968227 = -4905733.764397
  nChanged 1053
		SP:Iteration 11Q (55256.450000 sec): 3 clusters
  Score: Raw -4910110.611636 + Penalty 3479.968227 = -4906630.643409
  nChanged 512
		SP:Iteration 12Q (55256.890000 sec): 3 clusters
  Score: Raw -4910543.381189 + Penalty 3479.968227 = -4907063.412962
  nChanged 212
		SP:Iteration 13Q (55257.280000 sec): 3 clusters
  Score: Raw -4910720.625544 + Penalty 3479.968227 = -4907240.657318
  nChanged 97
		SP:Iteration 14Q (55257.660000 sec): 3 clusters
  Score: Raw -4910795.967428 + Penalty 3479.968227 = -4907315.999201
  nChanged 68
		SP:Iteration 15Q (55258.020000 sec): 3 clusters
  Score: Raw -4910859.543904 + Penalty 3479.968227 = -4907379.575677
  nChanged 37
		SP:Iteration 16Q (55258.390000 sec): 3 clusters
  Score: Raw -4910895.303710 + Penalty 3479.968227 = -4907415.335484
  nChanged 26
		SP:Iteration 17Q (55258.740000 sec): 3 clusters
  Score: Raw -4910919.340871 + Penalty 3479.968227 = -4907439.372644
  nChanged 15
		SP:Iteration 18Q (55259.080000 sec): 3 clusters
  Score: Raw -4910933.572457 + Penalty 3479.968227 = -4907453.604231
  nChanged 10
		SP:Iteration 19Q (55259.450000 sec): 3 clusters
  Score: Raw -4910942.071106 + Penalty 3479.968227 = -4907462.102879
  nChanged 9
		SP:Iteration 20F (55259.830000 sec): 3 clusters
  Score: Raw -4910951.487386 + Penalty 3479.968227 = -4907471.519159
  nChanged 12
		SP:Iteration 21Q (55260.210000 sec): 3 clusters
  Score: Raw -4910964.443688 + Penalty 3479.968227 = -4907484.475461
  nChanged 11
		SP:Iteration 22Q (55260.560000 sec): 3 clusters
  Score: Raw -4910973.909766 + Penalty 3479.968227 = -4907493.941539
  nChanged 8
		SP:Iteration 23Q (55260.890000 sec): 3 clusters
  Score: Raw -4910981.582682 + Penalty 3479.968227 = -4907501.614455
  nChanged 6
		SP:Iteration 24Q (55261.250000 sec): 3 clusters
  Score: Raw -4910986.579116 + Penalty 3479.968227 = -4907506.610890
  nChanged 3
		SP:Iteration 25Q (55261.610000 sec): 3 clusters
  Score: Raw -4910988.258597 + Penalty 3479.968227 = -4907508.290370
  nChanged 2
		SP:Iteration 26Q (55262.000000 sec): 3 clusters
  Score: Raw -4910991.031056 + Penalty 3479.968227 = -4907511.062830
  nChanged 1
		SP:Iteration 27Q (55262.370000 sec): 3 clusters
  Score: Raw -4910992.609844 + Penalty 3479.968227 = -4907512.641618
  nChanged 3
		SP:Iteration 28Q (55262.750000 sec): 3 clusters
  Score: Raw -4910995.585489 + Penalty 3479.968227 = -4907515.617262
  nChanged 2
		SP:Iteration 29Q (55263.140000 sec): 3 clusters
  Score: Raw -4910997.187071 + Penalty 3479.968227 = -4907517.218844
  nChanged 0
		SP:Iteration 30F (55263.460000 sec): 3 clusters
  Score: Raw -4910997.187071 + Penalty 3479.968227 = -4907517.218844
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55263.590000 sec): 2 clusters
  Score: Raw -815475.118997 + Penalty 1447.332967 = -814027.786030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55263.770000 sec): 3 clusters
  Score: Raw -811388.741659 + Penalty 2894.665933 = -808494.075726
  nChanged 3130
		SP:Iteration 1F (55264.020000 sec): 3 clusters
  Score: Raw -813039.084490 + Penalty 2894.665933 = -810144.418557
  nChanged 508
		SP:Iteration 2F (55264.170000 sec): 3 clusters
  Score: Raw -813319.000113 + Penalty 2894.665933 = -810424.334180
  nChanged 434
		SP:Iteration 3F (55264.360000 sec): 3 clusters
  Score: Raw -813592.255673 + Penalty 2894.665933 = -810697.589740
  nChanged 413
		SP:Iteration 4F (55264.550000 sec): 3 clusters
  Score: Raw -813874.425827 + Penalty 2894.665933 = -810979.759894
  nChanged 442
		SP:Iteration 5F (55264.800000 sec): 3 clusters
  Score: Raw -814214.069668 + Penalty 2894.665933 = -811319.403735
  nChanged 440
		SP:Iteration 6F (55265.010000 sec): 3 clusters
  Score: Raw -814583.343502 + Penalty 2894.665933 = -811688.677569
  nChanged 418
		SP:Iteration 7F (55265.200000 sec): 3 clusters
  Score: Raw -814857.202136 + Penalty 2894.665933 = -811962.536203
  nChanged 356
		SP:Iteration 8Q (55265.430000 sec): 3 clusters
  Score: Raw -815079.434579 + Penalty 2894.665933 = -812184.768645
  nChanged 311
		SP:Iteration 9Q (55265.650000 sec): 3 clusters
  Score: Raw -815269.953737 + Penalty 2894.665933 = -812375.287804
  nChanged 259
		SP:Iteration 10Q (55265.830000 sec): 3 clusters
  Score: Raw -815379.778847 + Penalty 2894.665933 = -812485.112914
  nChanged 190
		SP:Iteration 11Q (55266.020000 sec): 3 clusters
  Score: Raw -815463.340438 + Penalty 2894.665933 = -812568.674505
  nChanged 149
		SP:Iteration 12Q (55266.230000 sec): 3 clusters
  Score: Raw -815523.906941 + Penalty 2894.665933 = -812629.241008
  nChanged 108
		SP:Iteration 13Q (55266.470000 sec): 3 clusters
  Score: Raw -815565.695098 + Penalty 2894.665933 = -812671.029165
  nChanged 106
		SP:Iteration 14Q (55266.640000 sec): 3 clusters
  Score: Raw -815605.743177 + Penalty 2894.665933 = -812711.077244
  nChanged 97
		SP:Iteration 15Q (55266.840000 sec): 3 clusters
  Score: Raw -815638.670669 + Penalty 2894.665933 = -812744.004736
  nChanged 79
		SP:Iteration 16Q (55267.060000 sec): 3 clusters
  Score: Raw -815662.983996 + Penalty 2894.665933 = -812768.318063
  nChanged 63
		SP:Iteration 17Q (55267.240000 sec): 3 clusters
  Score: Raw -815682.836280 + Penalty 2894.665933 = -812788.170346
  nChanged 71
		SP:Iteration 18Q (55267.450000 sec): 3 clusters
  Score: Raw -815704.775479 + Penalty 2894.665933 = -812810.109546
  nChanged 67
		SP:Iteration 19Q (55267.650000 sec): 3 clusters
  Score: Raw -815722.412246 + Penalty 2894.665933 = -812827.746312
  nChanged 64
		SP:Iteration 20F (55267.860000 sec): 3 clusters
  Score: Raw -815739.276847 + Penalty 2894.665933 = -812844.610914
  nChanged 44
		SP:Iteration 21Q (55268.060000 sec): 3 clusters
  Score: Raw -815750.705530 + Penalty 2894.665933 = -812856.039597
  nChanged 36
		SP:Iteration 22Q (55268.280000 sec): 3 clusters
  Score: Raw -815761.067307 + Penalty 2894.665933 = -812866.401374
  nChanged 49
		SP:Iteration 23Q (55268.450000 sec): 3 clusters
  Score: Raw -815777.418623 + Penalty 2894.665933 = -812882.752690
  nChanged 46
		SP:Iteration 24Q (55268.630000 sec): 3 clusters
  Score: Raw -815788.292571 + Penalty 2894.665933 = -812893.626638
  nChanged 35
		SP:Iteration 25Q (55268.830000 sec): 3 clusters
  Score: Raw -815796.212162 + Penalty 2894.665933 = -812901.546229
  nChanged 31
		SP:Iteration 26Q (55269.050000 sec): 3 clusters
  Score: Raw -815802.750518 + Penalty 2894.665933 = -812908.084585
  nChanged 22
		SP:Iteration 27Q (55269.190000 sec): 3 clusters
  Score: Raw -815806.682202 + Penalty 2894.665933 = -812912.016269
  nChanged 15
		SP:Iteration 28Q (55269.420000 sec): 3 clusters
  Score: Raw -815809.861504 + Penalty 2894.665933 = -812915.195571
  nChanged 19
		SP:Iteration 29Q (55269.650000 sec): 3 clusters
  Score: Raw -815813.959312 + Penalty 2894.665933 = -812919.293379
  nChanged 27
		SP:Iteration 30Q (55269.840000 sec): 3 clusters
  Score: Raw -815820.246383 + Penalty 2894.665933 = -812925.580450
  nChanged 22
		SP:Iteration 31Q (55270.040000 sec): 3 clusters
  Score: Raw -815824.420836 + Penalty 2894.665933 = -812929.754903
  nChanged 24
		SP:Iteration 32Q (55270.260000 sec): 3 clusters
  Score: Raw -815829.255800 + Penalty 2894.665933 = -812934.589866
  nChanged 28
		SP:Iteration 33Q (55270.460000 sec): 3 clusters
  Score: Raw -815836.109950 + Penalty 2894.665933 = -812941.444017
  nChanged 32
		SP:Iteration 34Q (55270.620000 sec): 3 clusters
  Score: Raw -815846.028030 + Penalty 2894.665933 = -812951.362097
  nChanged 38
		SP:Iteration 35Q (55270.860000 sec): 3 clusters
  Score: Raw -815860.178573 + Penalty 2894.665933 = -812965.512640
  nChanged 38
		SP:Iteration 36Q (55271.060000 sec): 3 clusters
  Score: Raw -815871.494181 + Penalty 2894.665933 = -812976.828248
  nChanged 42
		SP:Iteration 37Q (55271.240000 sec): 3 clusters
  Score: Raw -815884.348521 + Penalty 2894.665933 = -812989.682588
  nChanged 34
		SP:Iteration 38Q (55271.460000 sec): 3 clusters
  Score: Raw -815894.336294 + Penalty 2894.665933 = -812999.670361
  nChanged 38
		SP:Iteration 39Q (55271.680000 sec): 3 clusters
  Score: Raw -815905.870906 + Penalty 2894.665933 = -813011.204973
  nChanged 32
		SP:Iteration 40F (55271.890000 sec): 3 clusters
  Score: Raw -815918.421768 + Penalty 2894.665933 = -813023.755835
  nChanged 31
		SP:Iteration 41Q (55272.060000 sec): 3 clusters
  Score: Raw -815930.736083 + Penalty 2894.665933 = -813036.070150
  nChanged 45
		SP:Iteration 42Q (55272.230000 sec): 3 clusters
  Score: Raw -815946.858108 + Penalty 2894.665933 = -813052.192175
  nChanged 38
		SP:Iteration 43Q (55272.440000 sec): 3 clusters
  Score: Raw -815962.094647 + Penalty 2894.665933 = -813067.428714
  nChanged 44
		SP:Iteration 44Q (55272.660000 sec): 3 clusters
  Score: Raw -815982.278742 + Penalty 2894.665933 = -813087.612809
  nChanged 49
		SP:Iteration 45Q (55272.880000 sec): 3 clusters
  Score: Raw -816003.881865 + Penalty 2894.665933 = -813109.215932
  nChanged 42
		SP:Iteration 46Q (55273.090000 sec): 3 clusters
  Score: Raw -816026.728530 + Penalty 2894.665933 = -813132.062597
  nChanged 42
		SP:Iteration 47Q (55273.240000 sec): 3 clusters
  Score: Raw -816045.483210 + Penalty 2894.665933 = -813150.817277
  nChanged 33
		SP:Iteration 48Q (55273.440000 sec): 3 clusters
  Score: Raw -816059.902754 + Penalty 2894.665933 = -813165.236820
  nChanged 27
		SP:Iteration 49Q (55273.600000 sec): 3 clusters
  Score: Raw -816068.996209 + Penalty 2894.665933 = -813174.330276
  nChanged 26
		SP:Iteration 50Q (55273.790000 sec): 3 clusters
  Score: Raw -816079.030815 + Penalty 2894.665933 = -813184.364882
  nChanged 29
		SP:Iteration 51Q (55273.920000 sec): 3 clusters
  Score: Raw -816087.789371 + Penalty 2894.665933 = -813193.123437
  nChanged 23
		SP:Iteration 52Q (55274.130000 sec): 3 clusters
  Score: Raw -816094.181459 + Penalty 2894.665933 = -813199.515526
  nChanged 22
		SP:Iteration 53Q (55274.310000 sec): 3 clusters
  Score: Raw -816100.797848 + Penalty 2894.665933 = -813206.131915
  nChanged 17
		SP:Iteration 54Q (55274.480000 sec): 3 clusters
  Score: Raw -816106.439614 + Penalty 2894.665933 = -813211.773681
  nChanged 15
		SP:Iteration 55Q (55274.680000 sec): 3 clusters
  Score: Raw -816110.238648 + Penalty 2894.665933 = -813215.572715
  nChanged 10
		SP:Iteration 56Q (55274.890000 sec): 3 clusters
  Score: Raw -816112.182544 + Penalty 2894.665933 = -813217.516610
  nChanged 3
		SP:Iteration 57Q (55275.050000 sec): 3 clusters
  Score: Raw -816112.694236 + Penalty 2894.665933 = -813218.028303
  nChanged 4
		SP:Iteration 58Q (55275.250000 sec): 3 clusters
  Score: Raw -816113.309457 + Penalty 2894.665933 = -813218.643524
  nChanged 4
		SP:Iteration 59Q (55275.500000 sec): 3 clusters
  Score: Raw -816114.320505 + Penalty 2894.665933 = -813219.654572
  nChanged 3
		SP:Iteration 60F (55275.700000 sec): 3 clusters
  Score: Raw -816115.034891 + Penalty 2894.665933 = -813220.368958
  nChanged 3
		SP:Iteration 61Q (55275.890000 sec): 3 clusters
  Score: Raw -816115.711406 + Penalty 2894.665933 = -813221.045473
  nChanged 1
		SP:Iteration 62Q (55276.100000 sec): 3 clusters
  Score: Raw -816115.991670 + Penalty 2894.665933 = -813221.325737
  nChanged 1
		SP:Iteration 63Q (55276.320000 sec): 3 clusters
  Score: Raw -816116.104484 + Penalty 2894.665933 = -813221.438551
  nChanged 0
		SP:Iteration 64F (55276.510000 sec): 3 clusters
  Score: Raw -816116.104484 + Penalty 2894.665933 = -813221.438551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55276.590000 sec): 2 clusters
  Score: Raw -920032.379383 + Penalty 1462.698736 = -918569.680647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55276.750000 sec): 3 clusters
  Score: Raw -915549.354529 + Penalty 2925.397473 = -912623.957056
  nChanged 3392
		SP:Iteration 1F (55276.950000 sec): 3 clusters
  Score: Raw -917288.245915 + Penalty 2925.397473 = -914362.848442
  nChanged 536
		SP:Iteration 2F (55277.170000 sec): 3 clusters
  Score: Raw -917523.453163 + Penalty 2925.397473 = -914598.055691
  nChanged 404
		SP:Iteration 3Q (55277.370000 sec): 3 clusters
  Score: Raw -917695.105457 + Penalty 2925.397473 = -914769.707984
  nChanged 336
		SP:Iteration 4Q (55277.610000 sec): 3 clusters
  Score: Raw -917810.583456 + Penalty 2925.397473 = -914885.185984
  nChanged 277
		SP:Iteration 5Q (55277.790000 sec): 3 clusters
  Score: Raw -917919.934926 + Penalty 2925.397473 = -914994.537453
  nChanged 252
		SP:Iteration 6Q (55277.970000 sec): 3 clusters
  Score: Raw -918012.019036 + Penalty 2925.397473 = -915086.621564
  nChanged 211
		SP:Iteration 7Q (55278.240000 sec): 3 clusters
  Score: Raw -918091.852713 + Penalty 2925.397473 = -915166.455240
  nChanged 230
		SP:Iteration 8Q (55278.400000 sec): 3 clusters
  Score: Raw -918182.543778 + Penalty 2925.397473 = -915257.146305
  nChanged 218
		SP:Iteration 9Q (55278.590000 sec): 3 clusters
  Score: Raw -918273.598062 + Penalty 2925.397473 = -915348.200589
  nChanged 218
		SP:Iteration 10Q (55278.850000 sec): 3 clusters
  Score: Raw -918379.791660 + Penalty 2925.397473 = -915454.394187
  nChanged 227
		SP:Iteration 11Q (55279.080000 sec): 3 clusters
  Score: Raw -918487.515343 + Penalty 2925.397473 = -915562.117871
  nChanged 216
		SP:Iteration 12Q (55279.280000 sec): 3 clusters
  Score: Raw -918594.500029 + Penalty 2925.397473 = -915669.102556
  nChanged 223
		SP:Iteration 13Q (55279.540000 sec): 3 clusters
  Score: Raw -918704.502220 + Penalty 2925.397473 = -915779.104748
  nChanged 214
		SP:Iteration 14Q (55279.690000 sec): 3 clusters
  Score: Raw -918806.076648 + Penalty 2925.397473 = -915880.679176
  nChanged 218
		SP:Iteration 15Q (55279.900000 sec): 3 clusters
  Score: Raw -918913.729967 + Penalty 2925.397473 = -915988.332495
  nChanged 220
		SP:Iteration 16Q (55280.140000 sec): 3 clusters
  Score: Raw -919043.773301 + Penalty 2925.397473 = -916118.375828
  nChanged 228
		SP:Iteration 17Q (55280.350000 sec): 3 clusters
  Score: Raw -919179.347328 + Penalty 2925.397473 = -916253.949856
  nChanged 230
		SP:Iteration 18Q (55280.520000 sec): 3 clusters
  Score: Raw -919327.833008 + Penalty 2925.397473 = -916402.435535
  nChanged 204
		SP:Iteration 19Q (55280.710000 sec): 3 clusters
  Score: Raw -919465.582847 + Penalty 2925.397473 = -916540.185375
  nChanged 212
		SP:Iteration 20F (55280.960000 sec): 3 clusters
  Score: Raw -919592.735798 + Penalty 2925.397473 = -916667.338325
  nChanged 181
		SP:Iteration 21Q (55281.170000 sec): 3 clusters
  Score: Raw -919700.280683 + Penalty 2925.397473 = -916774.883211
  nChanged 158
		SP:Iteration 22Q (55281.360000 sec): 3 clusters
  Score: Raw -919792.882058 + Penalty 2925.397473 = -916867.484585
  nChanged 118
		SP:Iteration 23Q (55281.550000 sec): 3 clusters
  Score: Raw -919864.227857 + Penalty 2925.397473 = -916938.830384
  nChanged 101
		SP:Iteration 24Q (55281.730000 sec): 3 clusters
  Score: Raw -919918.707456 + Penalty 2925.397473 = -916993.309984
  nChanged 78
		SP:Iteration 25Q (55281.920000 sec): 3 clusters
  Score: Raw -919961.009827 + Penalty 2925.397473 = -917035.612355
  nChanged 67
		SP:Iteration 26Q (55282.130000 sec): 3 clusters
  Score: Raw -919998.122987 + Penalty 2925.397473 = -917072.725514
  nChanged 64
		SP:Iteration 27Q (55282.350000 sec): 3 clusters
  Score: Raw -920033.619760 + Penalty 2925.397473 = -917108.222287
  nChanged 57
		SP:Iteration 28Q (55282.580000 sec): 3 clusters
  Score: Raw -920066.560515 + Penalty 2925.397473 = -917141.163042
  nChanged 42
		SP:Iteration 29Q (55282.760000 sec): 3 clusters
  Score: Raw -920089.275951 + Penalty 2925.397473 = -917163.878479
  nChanged 38
		SP:Iteration 30Q (55282.960000 sec): 3 clusters
  Score: Raw -920110.940696 + Penalty 2925.397473 = -917185.543223
  nChanged 36
		SP:Iteration 31Q (55283.190000 sec): 3 clusters
  Score: Raw -920129.856583 + Penalty 2925.397473 = -917204.459110
  nChanged 26
		SP:Iteration 32Q (55283.340000 sec): 3 clusters
  Score: Raw -920143.840983 + Penalty 2925.397473 = -917218.443510
  nChanged 19
		SP:Iteration 33Q (55283.540000 sec): 3 clusters
  Score: Raw -920154.436595 + Penalty 2925.397473 = -917229.039122
  nChanged 19
		SP:Iteration 34Q (55283.750000 sec): 3 clusters
  Score: Raw -920163.818590 + Penalty 2925.397473 = -917238.421117
  nChanged 14
		SP:Iteration 35Q (55283.930000 sec): 3 clusters
  Score: Raw -920169.988611 + Penalty 2925.397473 = -917244.591138
  nChanged 13
		SP:Iteration 36Q (55284.110000 sec): 3 clusters
  Score: Raw -920178.016840 + Penalty 2925.397473 = -917252.619368
  nChanged 16
		SP:Iteration 37Q (55284.300000 sec): 3 clusters
  Score: Raw -920187.768828 + Penalty 2925.397473 = -917262.371356
  nChanged 11
		SP:Iteration 38Q (55284.560000 sec): 3 clusters
  Score: Raw -920193.114715 + Penalty 2925.397473 = -917267.717242
  nChanged 9
		SP:Iteration 39Q (55284.730000 sec): 3 clusters
  Score: Raw -920197.675717 + Penalty 2925.397473 = -917272.278245
  nChanged 11
		SP:Iteration 40F (55284.970000 sec): 3 clusters
  Score: Raw -920203.541717 + Penalty 2925.397473 = -917278.144244
  nChanged 8
		SP:Iteration 41Q (55285.170000 sec): 3 clusters
  Score: Raw -920206.887350 + Penalty 2925.397473 = -917281.489878
  nChanged 9
		SP:Iteration 42Q (55285.410000 sec): 3 clusters
  Score: Raw -920211.306750 + Penalty 2925.397473 = -917285.909278
  nChanged 6
		SP:Iteration 43Q (55285.630000 sec): 3 clusters
  Score: Raw -920214.367258 + Penalty 2925.397473 = -917288.969785
  nChanged 7
		SP:Iteration 44Q (55285.810000 sec): 3 clusters
  Score: Raw -920217.903485 + Penalty 2925.397473 = -917292.506012
  nChanged 8
		SP:Iteration 45Q (55285.990000 sec): 3 clusters
  Score: Raw -920221.548542 + Penalty 2925.397473 = -917296.151069
  nChanged 5
		SP:Iteration 46Q (55286.190000 sec): 3 clusters
  Score: Raw -920224.173293 + Penalty 2925.397473 = -917298.775820
  nChanged 4
		SP:Iteration 47Q (55286.420000 sec): 3 clusters
  Score: Raw -920225.932200 + Penalty 2925.397473 = -917300.534728
  nChanged 7
		SP:Iteration 48Q (55286.620000 sec): 3 clusters
  Score: Raw -920229.626192 + Penalty 2925.397473 = -917304.228720
  nChanged 1
		SP:Iteration 49Q (55286.820000 sec): 3 clusters
  Score: Raw -920230.525064 + Penalty 2925.397473 = -917305.127591
  nChanged 1
		SP:Iteration 50Q (55287.010000 sec): 3 clusters
  Score: Raw -920230.811613 + Penalty 2925.397473 = -917305.414141
  nChanged 1
		SP:Iteration 51Q (55287.210000 sec): 3 clusters
  Score: Raw -920231.197107 + Penalty 2925.397473 = -917305.799635
  nChanged 2
		SP:Iteration 52Q (55287.380000 sec): 3 clusters
  Score: Raw -920232.393217 + Penalty 2925.397473 = -917306.995744
  nChanged 2
		SP:Iteration 53Q (55287.590000 sec): 3 clusters
  Score: Raw -920232.922773 + Penalty 2925.397473 = -917307.525301
  nChanged 1
		SP:Iteration 54Q (55287.740000 sec): 3 clusters
  Score: Raw -920233.248057 + Penalty 2925.397473 = -917307.850585
  nChanged 1
		SP:Iteration 55Q (55288.000000 sec): 3 clusters
  Score: Raw -920233.752715 + Penalty 2925.397473 = -917308.355242
  nChanged 3
		SP:Iteration 56Q (55288.160000 sec): 3 clusters
  Score: Raw -920235.055752 + Penalty 2925.397473 = -917309.658279
  nChanged 3
		SP:Iteration 57Q (55288.420000 sec): 3 clusters
  Score: Raw -920236.186814 + Penalty 2925.397473 = -917310.789341
  nChanged 2
		SP:Iteration 58Q (55288.600000 sec): 3 clusters
  Score: Raw -920238.386122 + Penalty 2925.397473 = -917312.988650
  nChanged 1
		SP:Iteration 59Q (55288.800000 sec): 3 clusters
  Score: Raw -920238.645430 + Penalty 2925.397473 = -917313.247958
  nChanged 0
		SP:Iteration 60F (55289.000000 sec): 3 clusters
  Score: Raw -920238.645430 + Penalty 2925.397473 = -917313.247958
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55289.190000 sec): 2 clusters
  Score: Raw -1059010.815161 + Penalty 1488.499025 = -1057522.316136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55289.400000 sec): 3 clusters
  Score: Raw -1053717.247055 + Penalty 2976.998049 = -1050740.249006
  nChanged 4055
		SP:Iteration 1F (55289.620000 sec): 3 clusters
  Score: Raw -1055971.380924 + Penalty 2976.998049 = -1052994.382875
  nChanged 628
		SP:Iteration 2F (55289.830000 sec): 3 clusters
  Score: Raw -1056247.840709 + Penalty 2976.998049 = -1053270.842660
  nChanged 509
		SP:Iteration 3F (55290.030000 sec): 3 clusters
  Score: Raw -1056481.863861 + Penalty 2976.998049 = -1053504.865812
  nChanged 439
		SP:Iteration 4Q (55290.300000 sec): 3 clusters
  Score: Raw -1056678.091515 + Penalty 2976.998049 = -1053701.093466
  nChanged 415
		SP:Iteration 5Q (55290.470000 sec): 3 clusters
  Score: Raw -1056908.729934 + Penalty 2976.998049 = -1053931.731884
  nChanged 442
		SP:Iteration 6Q (55290.690000 sec): 3 clusters
  Score: Raw -1057173.832396 + Penalty 2976.998049 = -1054196.834347
  nChanged 474
		SP:Iteration 7Q (55290.840000 sec): 3 clusters
  Score: Raw -1057473.894496 + Penalty 2976.998049 = -1054496.896446
  nChanged 454
		SP:Iteration 8Q (55291.030000 sec): 3 clusters
  Score: Raw -1057800.860190 + Penalty 2976.998049 = -1054823.862141
  nChanged 442
		SP:Iteration 9Q (55291.230000 sec): 3 clusters
  Score: Raw -1058153.207459 + Penalty 2976.998049 = -1055176.209410
  nChanged 401
		SP:Iteration 10Q (55291.400000 sec): 3 clusters
  Score: Raw -1058526.688690 + Penalty 2976.998049 = -1055549.690641
  nChanged 287
		SP:Iteration 11Q (55291.670000 sec): 3 clusters
  Score: Raw -1058810.837061 + Penalty 2976.998049 = -1055833.839012
  nChanged 202
		SP:Iteration 12Q (55291.880000 sec): 3 clusters
  Score: Raw -1059001.019248 + Penalty 2976.998049 = -1056024.021199
  nChanged 137
		SP:Iteration 13Q (55292.090000 sec): 3 clusters
  Score: Raw -1059121.394968 + Penalty 2976.998049 = -1056144.396919
  nChanged 99
		SP:Iteration 14Q (55292.330000 sec): 3 clusters
  Score: Raw -1059196.120900 + Penalty 2976.998049 = -1056219.122851
  nChanged 60
		SP:Iteration 15Q (55292.520000 sec): 3 clusters
  Score: Raw -1059233.153568 + Penalty 2976.998049 = -1056256.155519
  nChanged 48
		SP:Iteration 16Q (55292.730000 sec): 3 clusters
  Score: Raw -1059266.471095 + Penalty 2976.998049 = -1056289.473046
  nChanged 31
		SP:Iteration 17Q (55292.940000 sec): 3 clusters
  Score: Raw -1059286.509512 + Penalty 2976.998049 = -1056309.511462
  nChanged 27
		SP:Iteration 18Q (55293.200000 sec): 3 clusters
  Score: Raw -1059303.209607 + Penalty 2976.998049 = -1056326.211557
  nChanged 17
		SP:Iteration 19Q (55293.390000 sec): 3 clusters
  Score: Raw -1059314.519839 + Penalty 2976.998049 = -1056337.521790
  nChanged 16
		SP:Iteration 20F (55293.570000 sec): 3 clusters
  Score: Raw -1059324.136430 + Penalty 2976.998049 = -1056347.138381
  nChanged 18
		SP:Iteration 21Q (55293.790000 sec): 3 clusters
  Score: Raw -1059336.494684 + Penalty 2976.998049 = -1056359.496635
  nChanged 15
		SP:Iteration 22Q (55294.030000 sec): 3 clusters
  Score: Raw -1059344.838813 + Penalty 2976.998049 = -1056367.840764
  nChanged 10
		SP:Iteration 23Q (55294.190000 sec): 3 clusters
  Score: Raw -1059350.797357 + Penalty 2976.998049 = -1056373.799308
  nChanged 12
		SP:Iteration 24Q (55294.400000 sec): 3 clusters
  Score: Raw -1059357.994948 + Penalty 2976.998049 = -1056380.996899
  nChanged 9
		SP:Iteration 25Q (55294.590000 sec): 3 clusters
  Score: Raw -1059364.527880 + Penalty 2976.998049 = -1056387.529831
  nChanged 11
		SP:Iteration 26Q (55294.840000 sec): 3 clusters
  Score: Raw -1059371.701352 + Penalty 2976.998049 = -1056394.703303
  nChanged 6
		SP:Iteration 27Q (55295.010000 sec): 3 clusters
  Score: Raw -1059376.660172 + Penalty 2976.998049 = -1056399.662123
  nChanged 5
		SP:Iteration 28Q (55295.210000 sec): 3 clusters
  Score: Raw -1059378.806922 + Penalty 2976.998049 = -1056401.808873
  nChanged 5
		SP:Iteration 29Q (55295.430000 sec): 3 clusters
  Score: Raw -1059381.685191 + Penalty 2976.998049 = -1056404.687141
  nChanged 5
		SP:Iteration 30Q (55295.580000 sec): 3 clusters
  Score: Raw -1059384.729954 + Penalty 2976.998049 = -1056407.731905
  nChanged 4
		SP:Iteration 31Q (55295.800000 sec): 3 clusters
  Score: Raw -1059387.747466 + Penalty 2976.998049 = -1056410.749416
  nChanged 2
		SP:Iteration 32Q (55296.000000 sec): 3 clusters
  Score: Raw -1059389.294405 + Penalty 2976.998049 = -1056412.296355
  nChanged 1
		SP:Iteration 33Q (55296.210000 sec): 3 clusters
  Score: Raw -1059389.974225 + Penalty 2976.998049 = -1056412.976176
  nChanged 0
		SP:Iteration 34F (55296.420000 sec): 3 clusters
  Score: Raw -1059389.974225 + Penalty 2976.998049 = -1056412.976176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55296.560000 sec): 2 clusters
  Score: Raw -1247580.800125 + Penalty 1514.471137 = -1246066.328987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55296.760000 sec): 3 clusters
  Score: Raw -1241150.132819 + Penalty 3028.942274 = -1238121.190544
  nChanged 4833
		SP:Iteration 1F (55296.990000 sec): 3 clusters
  Score: Raw -1243783.531944 + Penalty 3028.942274 = -1240754.589670
  nChanged 682
		SP:Iteration 2F (55297.220000 sec): 3 clusters
  Score: Raw -1244113.558317 + Penalty 3028.942274 = -1241084.616043
  nChanged 593
		SP:Iteration 3F (55297.410000 sec): 3 clusters
  Score: Raw -1244403.687720 + Penalty 3028.942274 = -1241374.745446
  nChanged 556
		SP:Iteration 4Q (55297.610000 sec): 3 clusters
  Score: Raw -1244701.638356 + Penalty 3028.942274 = -1241672.696081
  nChanged 558
		SP:Iteration 5F (55297.850000 sec): 3 clusters
  Score: Raw -1245048.295833 + Penalty 3028.942274 = -1242019.353559
  nChanged 613
		SP:Iteration 6F (55298.110000 sec): 3 clusters
  Score: Raw -1245492.278432 + Penalty 3028.942274 = -1242463.336157
  nChanged 673
		SP:Iteration 7F (55298.330000 sec): 3 clusters
  Score: Raw -1246010.176872 + Penalty 3028.942274 = -1242981.234597
  nChanged 617
		SP:Iteration 8F (55298.540000 sec): 3 clusters
  Score: Raw -1246509.696777 + Penalty 3028.942274 = -1243480.754502
  nChanged 549
		SP:Iteration 9Q (55298.750000 sec): 3 clusters
  Score: Raw -1246962.049484 + Penalty 3028.942274 = -1243933.107209
  nChanged 385
		SP:Iteration 10Q (55298.960000 sec): 3 clusters
  Score: Raw -1247274.427434 + Penalty 3028.942274 = -1244245.485160
  nChanged 223
		SP:Iteration 11Q (55299.220000 sec): 3 clusters
  Score: Raw -1247460.254964 + Penalty 3028.942274 = -1244431.312689
  nChanged 145
		SP:Iteration 12Q (55299.380000 sec): 3 clusters
  Score: Raw -1247581.084498 + Penalty 3028.942274 = -1244552.142223
  nChanged 88
		SP:Iteration 13Q (55299.590000 sec): 3 clusters
  Score: Raw -1247666.867517 + Penalty 3028.942274 = -1244637.925242
  nChanged 57
		SP:Iteration 14Q (55299.800000 sec): 3 clusters
  Score: Raw -1247722.148686 + Penalty 3028.942274 = -1244693.206411
  nChanged 33
		SP:Iteration 15Q (55300.010000 sec): 3 clusters
  Score: Raw -1247761.620544 + Penalty 3028.942274 = -1244732.678269
  nChanged 28
		SP:Iteration 16Q (55300.260000 sec): 3 clusters
  Score: Raw -1247790.148607 + Penalty 3028.942274 = -1244761.206333
  nChanged 23
		SP:Iteration 17Q (55300.460000 sec): 3 clusters
  Score: Raw -1247815.646259 + Penalty 3028.942274 = -1244786.703984
  nChanged 15
		SP:Iteration 18Q (55300.650000 sec): 3 clusters
  Score: Raw -1247834.128839 + Penalty 3028.942274 = -1244805.186564
  nChanged 14
		SP:Iteration 19Q (55300.800000 sec): 3 clusters
  Score: Raw -1247853.495287 + Penalty 3028.942274 = -1244824.553013
  nChanged 10
		SP:Iteration 20F (55301.070000 sec): 3 clusters
  Score: Raw -1247864.340874 + Penalty 3028.942274 = -1244835.398600
  nChanged 7
		SP:Iteration 21Q (55301.270000 sec): 3 clusters
  Score: Raw -1247871.346217 + Penalty 3028.942274 = -1244842.403943
  nChanged 6
		SP:Iteration 22Q (55301.490000 sec): 3 clusters
  Score: Raw -1247876.367787 + Penalty 3028.942274 = -1244847.425512
  nChanged 5
		SP:Iteration 23Q (55301.680000 sec): 3 clusters
  Score: Raw -1247882.388212 + Penalty 3028.942274 = -1244853.445938
  nChanged 5
		SP:Iteration 24Q (55301.910000 sec): 3 clusters
  Score: Raw -1247887.558253 + Penalty 3028.942274 = -1244858.615979
  nChanged 6
		SP:Iteration 25Q (55302.110000 sec): 3 clusters
  Score: Raw -1247892.692668 + Penalty 3028.942274 = -1244863.750394
  nChanged 5
		SP:Iteration 26Q (55302.360000 sec): 3 clusters
  Score: Raw -1247898.801344 + Penalty 3028.942274 = -1244869.859069
  nChanged 4
		SP:Iteration 27Q (55302.570000 sec): 3 clusters
  Score: Raw -1247905.702442 + Penalty 3028.942274 = -1244876.760167
  nChanged 7
		SP:Iteration 28Q (55302.780000 sec): 3 clusters
  Score: Raw -1247920.117765 + Penalty 3028.942274 = -1244891.175490
  nChanged 6
		SP:Iteration 29Q (55302.960000 sec): 3 clusters
  Score: Raw -1247924.796166 + Penalty 3028.942274 = -1244895.853891
  nChanged 5
		SP:Iteration 30Q (55303.180000 sec): 3 clusters
  Score: Raw -1247929.055053 + Penalty 3028.942274 = -1244900.112779
  nChanged 3
		SP:Iteration 31Q (55303.390000 sec): 3 clusters
  Score: Raw -1247932.662866 + Penalty 3028.942274 = -1244903.720592
  nChanged 2
		SP:Iteration 32Q (55303.640000 sec): 3 clusters
  Score: Raw -1247934.299718 + Penalty 3028.942274 = -1244905.357443
  nChanged 1
		SP:Iteration 33Q (55303.840000 sec): 3 clusters
  Score: Raw -1247936.233968 + Penalty 3028.942274 = -1244907.291694
  nChanged 0
		SP:Iteration 34F (55304.060000 sec): 3 clusters
  Score: Raw -1247936.233968 + Penalty 3028.942274 = -1244907.291694
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55304.210000 sec): 2 clusters
  Score: Raw -920160.693403 + Penalty 1468.018683 = -918692.674721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55304.400000 sec): 3 clusters
  Score: Raw -915380.211540 + Penalty 2936.037366 = -912444.174174
  nChanged 3622
		SP:Iteration 1F (55304.630000 sec): 3 clusters
  Score: Raw -917425.791854 + Penalty 2936.037366 = -914489.754488
  nChanged 621
		SP:Iteration 2F (55304.810000 sec): 3 clusters
  Score: Raw -917799.828629 + Penalty 2936.037366 = -914863.791264
  nChanged 592
		SP:Iteration 3F (55305.030000 sec): 3 clusters
  Score: Raw -918225.989168 + Penalty 2936.037366 = -915289.951802
  nChanged 594
		SP:Iteration 4F (55305.220000 sec): 3 clusters
  Score: Raw -918696.073685 + Penalty 2936.037366 = -915760.036320
  nChanged 577
		SP:Iteration 5F (55305.430000 sec): 3 clusters
  Score: Raw -919145.766216 + Penalty 2936.037366 = -916209.728851
  nChanged 453
		SP:Iteration 6F (55305.660000 sec): 3 clusters
  Score: Raw -919441.966832 + Penalty 2936.037366 = -916505.929467
  nChanged 334
		SP:Iteration 7Q (55305.840000 sec): 3 clusters
  Score: Raw -919627.782202 + Penalty 2936.037366 = -916691.744836
  nChanged 257
		SP:Iteration 8Q (55305.960000 sec): 3 clusters
  Score: Raw -919756.253616 + Penalty 2936.037366 = -916820.216251
  nChanged 227
		SP:Iteration 9Q (55306.170000 sec): 3 clusters
  Score: Raw -919864.115056 + Penalty 2936.037366 = -916928.077691
  nChanged 174
		SP:Iteration 10Q (55306.340000 sec): 3 clusters
  Score: Raw -919936.589180 + Penalty 2936.037366 = -917000.551814
  nChanged 146
		SP:Iteration 11Q (55306.610000 sec): 3 clusters
  Score: Raw -919990.005740 + Penalty 2936.037366 = -917053.968374
  nChanged 120
		SP:Iteration 12Q (55306.810000 sec): 3 clusters
  Score: Raw -920034.298676 + Penalty 2936.037366 = -917098.261311
  nChanged 102
		SP:Iteration 13Q (55307.020000 sec): 3 clusters
  Score: Raw -920072.673894 + Penalty 2936.037366 = -917136.636529
  nChanged 86
		SP:Iteration 14Q (55307.240000 sec): 3 clusters
  Score: Raw -920102.437670 + Penalty 2936.037366 = -917166.400304
  nChanged 65
		SP:Iteration 15Q (55307.450000 sec): 3 clusters
  Score: Raw -920122.786312 + Penalty 2936.037366 = -917186.748946
  nChanged 58
		SP:Iteration 16Q (55307.700000 sec): 3 clusters
  Score: Raw -920138.936566 + Penalty 2936.037366 = -917202.899200
  nChanged 40
		SP:Iteration 17Q (55307.920000 sec): 3 clusters
  Score: Raw -920148.564254 + Penalty 2936.037366 = -917212.526889
  nChanged 25
		SP:Iteration 18Q (55308.130000 sec): 3 clusters
  Score: Raw -920153.122032 + Penalty 2936.037366 = -917217.084667
  nChanged 20
		SP:Iteration 19Q (55308.370000 sec): 3 clusters
  Score: Raw -920158.131269 + Penalty 2936.037366 = -917222.093903
  nChanged 28
		SP:Iteration 20F (55308.590000 sec): 3 clusters
  Score: Raw -920166.291896 + Penalty 2936.037366 = -917230.254531
  nChanged 28
		SP:Iteration 21Q (55308.780000 sec): 3 clusters
  Score: Raw -920174.624619 + Penalty 2936.037366 = -917238.587254
  nChanged 26
		SP:Iteration 22Q (55308.980000 sec): 3 clusters
  Score: Raw -920180.781404 + Penalty 2936.037366 = -917244.744039
  nChanged 21
		SP:Iteration 23Q (55309.190000 sec): 3 clusters
  Score: Raw -920185.486025 + Penalty 2936.037366 = -917249.448660
  nChanged 14
		SP:Iteration 24Q (55309.360000 sec): 3 clusters
  Score: Raw -920189.187561 + Penalty 2936.037366 = -917253.150196
  nChanged 18
		SP:Iteration 25Q (55309.580000 sec): 3 clusters
  Score: Raw -920193.395520 + Penalty 2936.037366 = -917257.358154
  nChanged 11
		SP:Iteration 26Q (55309.810000 sec): 3 clusters
  Score: Raw -920196.265894 + Penalty 2936.037366 = -917260.228528
  nChanged 12
		SP:Iteration 27Q (55309.980000 sec): 3 clusters
  Score: Raw -920199.712759 + Penalty 2936.037366 = -917263.675393
  nChanged 14
		SP:Iteration 28Q (55310.230000 sec): 3 clusters
  Score: Raw -920204.089004 + Penalty 2936.037366 = -917268.051638
  nChanged 21
		SP:Iteration 29Q (55310.430000 sec): 3 clusters
  Score: Raw -920209.752193 + Penalty 2936.037366 = -917273.714827
  nChanged 16
		SP:Iteration 30Q (55310.620000 sec): 3 clusters
  Score: Raw -920213.979955 + Penalty 2936.037366 = -917277.942589
  nChanged 14
		SP:Iteration 31Q (55310.820000 sec): 3 clusters
  Score: Raw -920217.509223 + Penalty 2936.037366 = -917281.471857
  nChanged 15
		SP:Iteration 32Q (55311.030000 sec): 3 clusters
  Score: Raw -920221.603913 + Penalty 2936.037366 = -917285.566547
  nChanged 14
		SP:Iteration 33Q (55311.200000 sec): 3 clusters
  Score: Raw -920225.373040 + Penalty 2936.037366 = -917289.335675
  nChanged 21
		SP:Iteration 34Q (55311.420000 sec): 3 clusters
  Score: Raw -920231.817800 + Penalty 2936.037366 = -917295.780434
  nChanged 23
		SP:Iteration 35Q (55311.610000 sec): 3 clusters
  Score: Raw -920239.061887 + Penalty 2936.037366 = -917303.024521
  nChanged 19
		SP:Iteration 36Q (55311.800000 sec): 3 clusters
  Score: Raw -920244.395619 + Penalty 2936.037366 = -917308.358253
  nChanged 12
		SP:Iteration 37Q (55311.980000 sec): 3 clusters
  Score: Raw -920246.776288 + Penalty 2936.037366 = -917310.738922
  nChanged 9
		SP:Iteration 38Q (55312.190000 sec): 3 clusters
  Score: Raw -920248.450907 + Penalty 2936.037366 = -917312.413541
  nChanged 10
		SP:Iteration 39Q (55312.380000 sec): 3 clusters
  Score: Raw -920250.686305 + Penalty 2936.037366 = -917314.648940
  nChanged 7
		SP:Iteration 40F (55312.590000 sec): 3 clusters
  Score: Raw -920252.898151 + Penalty 2936.037366 = -917316.860785
  nChanged 6
		SP:Iteration 41Q (55312.770000 sec): 3 clusters
  Score: Raw -920254.398428 + Penalty 2936.037366 = -917318.361063
  nChanged 0
		SP:Iteration 42F (55312.990000 sec): 3 clusters
  Score: Raw -920254.398428 + Penalty 2936.037366 = -917318.361063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55313.110000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55313.320000 sec): 3 clusters
  Score: Raw -639600.832077 + Penalty 2822.320359 = -636778.511718
  nChanged 2374
		SP:Iteration 1F (55313.540000 sec): 3 clusters
  Score: Raw -640967.025629 + Penalty 2822.320359 = -638144.705269
  nChanged 471
		SP:Iteration 2F (55313.730000 sec): 3 clusters
  Score: Raw -641337.758689 + Penalty 2822.320359 = -638515.438330
  nChanged 430
		SP:Iteration 3F (55313.900000 sec): 3 clusters
  Score: Raw -641727.872379 + Penalty 2822.320359 = -638905.552019
  nChanged 388
		SP:Iteration 4F (55314.120000 sec): 3 clusters
  Score: Raw -642030.195039 + Penalty 2822.320359 = -639207.874680
  nChanged 336
		SP:Iteration 5F (55314.310000 sec): 3 clusters
  Score: Raw -642230.422265 + Penalty 2822.320359 = -639408.101906
  nChanged 277
		SP:Iteration 6Q (55314.520000 sec): 3 clusters
  Score: Raw -642388.789893 + Penalty 2822.320359 = -639566.469533
  nChanged 211
		SP:Iteration 7Q (55314.700000 sec): 3 clusters
  Score: Raw -642502.700341 + Penalty 2822.320359 = -639680.379981
  nChanged 209
		SP:Iteration 8Q (55314.900000 sec): 3 clusters
  Score: Raw -642623.546388 + Penalty 2822.320359 = -639801.226029
  nChanged 192
		SP:Iteration 9Q (55315.080000 sec): 3 clusters
  Score: Raw -642728.158337 + Penalty 2822.320359 = -639905.837978
  nChanged 160
		SP:Iteration 10Q (55315.280000 sec): 3 clusters
  Score: Raw -642817.316529 + Penalty 2822.320359 = -639994.996170
  nChanged 136
		SP:Iteration 11Q (55315.430000 sec): 3 clusters
  Score: Raw -642890.587662 + Penalty 2822.320359 = -640068.267302
  nChanged 120
		SP:Iteration 12Q (55315.610000 sec): 3 clusters
  Score: Raw -642957.831995 + Penalty 2822.320359 = -640135.511635
  nChanged 99
		SP:Iteration 13Q (55315.800000 sec): 3 clusters
  Score: Raw -643019.008480 + Penalty 2822.320359 = -640196.688121
  nChanged 94
		SP:Iteration 14Q (55315.980000 sec): 3 clusters
  Score: Raw -643080.673551 + Penalty 2822.320359 = -640258.353192
  nChanged 85
		SP:Iteration 15Q (55316.180000 sec): 3 clusters
  Score: Raw -643133.704193 + Penalty 2822.320359 = -640311.383834
  nChanged 61
		SP:Iteration 16Q (55316.330000 sec): 3 clusters
  Score: Raw -643167.257645 + Penalty 2822.320359 = -640344.937286
  nChanged 59
		SP:Iteration 17Q (55316.480000 sec): 3 clusters
  Score: Raw -643194.809949 + Penalty 2822.320359 = -640372.489590
  nChanged 42
		SP:Iteration 18Q (55316.620000 sec): 3 clusters
  Score: Raw -643219.085404 + Penalty 2822.320359 = -640396.765045
  nChanged 59
		SP:Iteration 19Q (55316.770000 sec): 3 clusters
  Score: Raw -643254.047797 + Penalty 2822.320359 = -640431.727438
  nChanged 53
		SP:Iteration 20F (55316.990000 sec): 3 clusters
  Score: Raw -643283.893420 + Penalty 2822.320359 = -640461.573061
  nChanged 38
		SP:Iteration 21Q (55317.160000 sec): 3 clusters
  Score: Raw -643300.441590 + Penalty 2822.320359 = -640478.121230
  nChanged 36
		SP:Iteration 22Q (55317.360000 sec): 3 clusters
  Score: Raw -643322.280111 + Penalty 2822.320359 = -640499.959752
  nChanged 38
		SP:Iteration 23Q (55317.550000 sec): 3 clusters
  Score: Raw -643341.376144 + Penalty 2822.320359 = -640519.055785
  nChanged 25
		SP:Iteration 24Q (55317.760000 sec): 3 clusters
  Score: Raw -643353.280297 + Penalty 2822.320359 = -640530.959938
  nChanged 22
		SP:Iteration 25Q (55317.980000 sec): 3 clusters
  Score: Raw -643363.294568 + Penalty 2822.320359 = -640540.974209
  nChanged 19
		SP:Iteration 26Q (55318.180000 sec): 3 clusters
  Score: Raw -643372.845323 + Penalty 2822.320359 = -640550.524964
  nChanged 22
		SP:Iteration 27Q (55318.350000 sec): 3 clusters
  Score: Raw -643384.972312 + Penalty 2822.320359 = -640562.651953
  nChanged 22
		SP:Iteration 28Q (55318.570000 sec): 3 clusters
  Score: Raw -643398.402593 + Penalty 2822.320359 = -640576.082234
  nChanged 27
		SP:Iteration 29Q (55318.760000 sec): 3 clusters
  Score: Raw -643410.819643 + Penalty 2822.320359 = -640588.499284
  nChanged 23
		SP:Iteration 30Q (55318.920000 sec): 3 clusters
  Score: Raw -643421.293789 + Penalty 2822.320359 = -640598.973430
  nChanged 21
		SP:Iteration 31Q (55319.120000 sec): 3 clusters
  Score: Raw -643433.062528 + Penalty 2822.320359 = -640610.742169
  nChanged 25
		SP:Iteration 32Q (55319.350000 sec): 3 clusters
  Score: Raw -643445.045479 + Penalty 2822.320359 = -640622.725120
  nChanged 25
		SP:Iteration 33Q (55319.520000 sec): 3 clusters
  Score: Raw -643458.941976 + Penalty 2822.320359 = -640636.621617
  nChanged 25
		SP:Iteration 34Q (55319.750000 sec): 3 clusters
  Score: Raw -643469.735370 + Penalty 2822.320359 = -640647.415011
  nChanged 10
		SP:Iteration 35Q (55319.930000 sec): 3 clusters
  Score: Raw -643472.779526 + Penalty 2822.320359 = -640650.459167
  nChanged 5
		SP:Iteration 36Q (55320.140000 sec): 3 clusters
  Score: Raw -643473.994026 + Penalty 2822.320359 = -640651.673667
  nChanged 4
		SP:Iteration 37Q (55320.320000 sec): 3 clusters
  Score: Raw -643474.669958 + Penalty 2822.320359 = -640652.349598
  nChanged 2
		SP:Iteration 38Q (55320.510000 sec): 3 clusters
  Score: Raw -643474.981201 + Penalty 2822.320359 = -640652.660841
  nChanged 2
		SP:Iteration 39Q (55320.740000 sec): 3 clusters
  Score: Raw -643475.442011 + Penalty 2822.320359 = -640653.121652
  nChanged 2
		SP:Iteration 40F (55320.900000 sec): 3 clusters
  Score: Raw -643475.821248 + Penalty 2822.320359 = -640653.500889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55321.060000 sec): 2 clusters
  Score: Raw -592715.050456 + Penalty 1394.825668 = -591320.224788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55321.260000 sec): 3 clusters
  Score: Raw -589924.811189 + Penalty 2789.651336 = -587135.159853
  nChanged 2162
		SP:Iteration 1F (55321.420000 sec): 3 clusters
  Score: Raw -591097.361277 + Penalty 2789.651336 = -588307.709941
  nChanged 378
		SP:Iteration 2F (55321.600000 sec): 3 clusters
  Score: Raw -591307.734079 + Penalty 2789.651336 = -588518.082743
  nChanged 319
		SP:Iteration 3F (55321.820000 sec): 3 clusters
  Score: Raw -591512.151487 + Penalty 2789.651336 = -588722.500151
  nChanged 319
		SP:Iteration 4F (55322.030000 sec): 3 clusters
  Score: Raw -591732.887019 + Penalty 2789.651336 = -588943.235683
  nChanged 316
		SP:Iteration 5F (55322.200000 sec): 3 clusters
  Score: Raw -591977.439380 + Penalty 2789.651336 = -589187.788044
  nChanged 320
		SP:Iteration 6F (55322.380000 sec): 3 clusters
  Score: Raw -592212.731717 + Penalty 2789.651336 = -589423.080381
  nChanged 288
		SP:Iteration 7F (55322.560000 sec): 3 clusters
  Score: Raw -592411.107882 + Penalty 2789.651336 = -589621.456546
  nChanged 242
		SP:Iteration 8Q (55322.780000 sec): 3 clusters
  Score: Raw -592582.173546 + Penalty 2789.651336 = -589792.522211
  nChanged 183
		SP:Iteration 9Q (55322.980000 sec): 3 clusters
  Score: Raw -592693.598487 + Penalty 2789.651336 = -589903.947151
  nChanged 140
		SP:Iteration 10Q (55323.170000 sec): 3 clusters
  Score: Raw -592766.291790 + Penalty 2789.651336 = -589976.640454
  nChanged 85
		SP:Iteration 11Q (55323.360000 sec): 3 clusters
  Score: Raw -592806.387872 + Penalty 2789.651336 = -590016.736536
  nChanged 61
		SP:Iteration 12Q (55323.520000 sec): 3 clusters
  Score: Raw -592832.535025 + Penalty 2789.651336 = -590042.883689
  nChanged 44
		SP:Iteration 13Q (55323.720000 sec): 3 clusters
  Score: Raw -592851.459619 + Penalty 2789.651336 = -590061.808284
  nChanged 30
		SP:Iteration 14Q (55323.880000 sec): 3 clusters
  Score: Raw -592863.223126 + Penalty 2789.651336 = -590073.571790
  nChanged 27
		SP:Iteration 15Q (55324.030000 sec): 3 clusters
  Score: Raw -592874.372629 + Penalty 2789.651336 = -590084.721293
  nChanged 23
		SP:Iteration 16Q (55324.220000 sec): 3 clusters
  Score: Raw -592882.952053 + Penalty 2789.651336 = -590093.300718
  nChanged 14
		SP:Iteration 17Q (55324.450000 sec): 3 clusters
  Score: Raw -592889.237473 + Penalty 2789.651336 = -590099.586137
  nChanged 16
		SP:Iteration 18Q (55324.610000 sec): 3 clusters
  Score: Raw -592894.462326 + Penalty 2789.651336 = -590104.810990
  nChanged 14
		SP:Iteration 19Q (55324.810000 sec): 3 clusters
  Score: Raw -592898.333846 + Penalty 2789.651336 = -590108.682510
  nChanged 4
		SP:Iteration 20F (55325.010000 sec): 3 clusters
  Score: Raw -592899.802215 + Penalty 2789.651336 = -590110.150879
  nChanged 7
		SP:Iteration 21Q (55325.210000 sec): 3 clusters
  Score: Raw -592902.962963 + Penalty 2789.651336 = -590113.311627
  nChanged 8
		SP:Iteration 22Q (55325.430000 sec): 3 clusters
  Score: Raw -592905.178065 + Penalty 2789.651336 = -590115.526730
  nChanged 4
		SP:Iteration 23Q (55325.640000 sec): 3 clusters
  Score: Raw -592906.423645 + Penalty 2789.651336 = -590116.772309
  nChanged 2
		SP:Iteration 24Q (55325.790000 sec): 3 clusters
  Score: Raw -592907.169235 + Penalty 2789.651336 = -590117.517899
  nChanged 5
		SP:Iteration 25Q (55325.990000 sec): 3 clusters
  Score: Raw -592908.705248 + Penalty 2789.651336 = -590119.053912
  nChanged 6
		SP:Iteration 26Q (55326.230000 sec): 3 clusters
  Score: Raw -592909.876613 + Penalty 2789.651336 = -590120.225278
  nChanged 5
		SP:Iteration 27Q (55326.430000 sec): 3 clusters
  Score: Raw -592911.753450 + Penalty 2789.651336 = -590122.102114
  nChanged 3
		SP:Iteration 28Q (55326.590000 sec): 3 clusters
  Score: Raw -592912.889047 + Penalty 2789.651336 = -590123.237711
  nChanged 3
		SP:Iteration 29Q (55326.800000 sec): 3 clusters
  Score: Raw -592913.619992 + Penalty 2789.651336 = -590123.968657
  nChanged 1
		SP:Iteration 30Q (55326.970000 sec): 3 clusters
  Score: Raw -592914.023251 + Penalty 2789.651336 = -590124.371915
  nChanged 1
		SP:Iteration 31Q (55327.170000 sec): 3 clusters
  Score: Raw -592914.515396 + Penalty 2789.651336 = -590124.864060
  nChanged 4
		SP:Iteration 32Q (55327.400000 sec): 3 clusters
  Score: Raw -592916.079862 + Penalty 2789.651336 = -590126.428526
  nChanged 5
		SP:Iteration 33Q (55327.580000 sec): 3 clusters
  Score: Raw -592917.151135 + Penalty 2789.651336 = -590127.499799
  nChanged 1
		SP:Iteration 34Q (55327.790000 sec): 3 clusters
  Score: Raw -592917.244994 + Penalty 2789.651336 = -590127.593659
  nChanged 0
		SP:Iteration 35F (55327.960000 sec): 3 clusters
  Score: Raw -592917.244994 + Penalty 2789.651336 = -590127.593659
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (161859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55329.010000 sec): 2 clusters
  Score: Raw -18655362.810427 + Penalty 1949.103141 = -18653413.707286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55330.150000 sec): 3 clusters
  Score: Raw -18548603.863620 + Penalty 3898.206281 = -18544705.657339
  nChanged 78072
		SP:Iteration 1F (55331.290000 sec): 3 clusters
  Score: Raw -18594431.892194 + Penalty 3898.206281 = -18590533.685913
  nChanged 4007
		SP:Iteration 2Q (55332.290000 sec): 3 clusters
  Score: Raw -18595151.917163 + Penalty 3898.206281 = -18591253.710882
  nChanged 4179
		SP:Iteration 3Q (55333.410000 sec): 3 clusters
  Score: Raw -18596049.396555 + Penalty 3898.206281 = -18592151.190274
  nChanged 4781
		SP:Iteration 4Q (55334.640000 sec): 3 clusters
  Score: Raw -18597414.193166 + Penalty 3898.206281 = -18593515.986885
  nChanged 5942
		SP:Iteration 5Q (55335.980000 sec): 3 clusters
  Score: Raw -18599702.352602 + Penalty 3898.206281 = -18595804.146321
  nChanged 7724
		SP:Iteration 6Q (55337.170000 sec): 3 clusters
  Score: Raw -18603876.534602 + Penalty 3898.206281 = -18599978.328321
  nChanged 9859
		SP:Iteration 7F (55338.270000 sec): 3 clusters
  Score: Raw -18610814.872467 + Penalty 3898.206281 = -18606916.666186
  nChanged 11398
		SP:Iteration 8F (55339.360000 sec): 3 clusters
  Score: Raw -18620535.290088 + Penalty 3898.206281 = -18616637.083807
  nChanged 11295
		SP:Iteration 9F (55340.530000 sec): 3 clusters
  Score: Raw -18630908.444743 + Penalty 3898.206281 = -18627010.238462
  nChanged 9291
		SP:Iteration 10F (55341.680000 sec): 3 clusters
  Score: Raw -18639314.338028 + Penalty 3898.206281 = -18635416.131747
  nChanged 6692
		SP:Iteration 11Q (55342.790000 sec): 3 clusters
  Score: Raw -18645000.116548 + Penalty 3898.206281 = -18641101.910267
  nChanged 4760
		SP:Iteration 12Q (55343.910000 sec): 3 clusters
  Score: Raw -18648866.440207 + Penalty 3898.206281 = -18644968.233926
  nChanged 3302
		SP:Iteration 13Q (55345.010000 sec): 3 clusters
  Score: Raw -18651363.552586 + Penalty 3898.206281 = -18647465.346305
  nChanged 2304
		SP:Iteration 14Q (55346.010000 sec): 3 clusters
  Score: Raw -18653059.465273 + Penalty 3898.206281 = -18649161.258991
  nChanged 1506
		SP:Iteration 15Q (55347.050000 sec): 3 clusters
  Score: Raw -18654166.301181 + Penalty 3898.206281 = -18650268.094900
  nChanged 849
		SP:Iteration 16Q (55347.980000 sec): 3 clusters
  Score: Raw -18654774.050022 + Penalty 3898.206281 = -18650875.843741
  nChanged 454
		SP:Iteration 17Q (55349.000000 sec): 3 clusters
  Score: Raw -18655090.863778 + Penalty 3898.206281 = -18651192.657497
  nChanged 272
		SP:Iteration 18Q (55349.960000 sec): 3 clusters
  Score: Raw -18655281.267044 + Penalty 3898.206281 = -18651383.060763
  nChanged 152
		SP:Iteration 19Q (55350.870000 sec): 3 clusters
  Score: Raw -18655408.261419 + Penalty 3898.206281 = -18651510.055138
  nChanged 95
		SP:Iteration 20F (55351.950000 sec): 3 clusters
  Score: Raw -18655490.641399 + Penalty 3898.206281 = -18651592.435118
  nChanged 67
		SP:Iteration 21Q (55353.030000 sec): 3 clusters
  Score: Raw -18655540.322582 + Penalty 3898.206281 = -18651642.116300
  nChanged 36
		SP:Iteration 22Q (55353.980000 sec): 3 clusters
  Score: Raw -18655574.952542 + Penalty 3898.206281 = -18651676.746261
  nChanged 27
		SP:Iteration 23Q (55354.930000 sec): 3 clusters
  Score: Raw -18655591.095898 + Penalty 3898.206281 = -18651692.889617
  nChanged 12
		SP:Iteration 24Q (55355.850000 sec): 3 clusters
  Score: Raw -18655598.440650 + Penalty 3898.206281 = -18651700.234369
  nChanged 3
		SP:Iteration 25Q (55356.760000 sec): 3 clusters
  Score: Raw -18655601.150711 + Penalty 3898.206281 = -18651702.944430
  nChanged 3
		SP:Iteration 26Q (55357.740000 sec): 3 clusters
  Score: Raw -18655603.423400 + Penalty 3898.206281 = -18651705.217119
  nChanged 4
		SP:Iteration 27Q (55358.660000 sec): 3 clusters
  Score: Raw -18655605.085192 + Penalty 3898.206281 = -18651706.878911
  nChanged 1
		SP:Iteration 28Q (55359.580000 sec): 3 clusters
  Score: Raw -18655605.324732 + Penalty 3898.206281 = -18651707.118451
  nChanged 0
		SP:Iteration 29F (55360.630000 sec): 3 clusters
  Score: Raw -18655605.324732 + Penalty 3898.206281 = -18651707.118451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55360.880000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55361.050000 sec): 3 clusters
  Score: Raw -1256078.512620 + Penalty 3022.380556 = -1253056.132064
  nChanged 4757
		SP:Iteration 1F (55361.300000 sec): 3 clusters
  Score: Raw -1258607.623143 + Penalty 3022.380556 = -1255585.242587
  nChanged 590
		SP:Iteration 2F (55361.520000 sec): 3 clusters
  Score: Raw -1258818.266470 + Penalty 3022.380556 = -1255795.885914
  nChanged 459
		SP:Iteration 3Q (55361.770000 sec): 3 clusters
  Score: Raw -1258962.198332 + Penalty 3022.380556 = -1255939.817776
  nChanged 366
		SP:Iteration 4Q (55361.980000 sec): 3 clusters
  Score: Raw -1259077.977768 + Penalty 3022.380556 = -1256055.597212
  nChanged 353
		SP:Iteration 5Q (55362.220000 sec): 3 clusters
  Score: Raw -1259214.666188 + Penalty 3022.380556 = -1256192.285632
  nChanged 386
		SP:Iteration 6Q (55362.420000 sec): 3 clusters
  Score: Raw -1259382.980412 + Penalty 3022.380556 = -1256360.599856
  nChanged 409
		SP:Iteration 7Q (55362.630000 sec): 3 clusters
  Score: Raw -1259563.953445 + Penalty 3022.380556 = -1256541.572889
  nChanged 446
		SP:Iteration 8Q (55362.850000 sec): 3 clusters
  Score: Raw -1259786.241904 + Penalty 3022.380556 = -1256763.861348
  nChanged 501
		SP:Iteration 9Q (55363.100000 sec): 3 clusters
  Score: Raw -1260090.444898 + Penalty 3022.380556 = -1257068.064342
  nChanged 550
		SP:Iteration 10F (55363.280000 sec): 3 clusters
  Score: Raw -1260485.516484 + Penalty 3022.380556 = -1257463.135928
  nChanged 596
		SP:Iteration 11F (55363.550000 sec): 3 clusters
  Score: Raw -1260951.761538 + Penalty 3022.380556 = -1257929.380982
  nChanged 519
		SP:Iteration 12Q (55363.760000 sec): 3 clusters
  Score: Raw -1261426.234014 + Penalty 3022.380556 = -1258403.853458
  nChanged 424
		SP:Iteration 13Q (55363.940000 sec): 3 clusters
  Score: Raw -1261826.301766 + Penalty 3022.380556 = -1258803.921210
  nChanged 269
		SP:Iteration 14Q (55364.160000 sec): 3 clusters
  Score: Raw -1262094.407791 + Penalty 3022.380556 = -1259072.027235
  nChanged 159
		SP:Iteration 15Q (55364.350000 sec): 3 clusters
  Score: Raw -1262244.243537 + Penalty 3022.380556 = -1259221.862982
  nChanged 85
		SP:Iteration 16Q (55364.560000 sec): 3 clusters
  Score: Raw -1262314.972983 + Penalty 3022.380556 = -1259292.592428
  nChanged 65
		SP:Iteration 17Q (55364.750000 sec): 3 clusters
  Score: Raw -1262376.879158 + Penalty 3022.380556 = -1259354.498603
  nChanged 45
		SP:Iteration 18Q (55364.980000 sec): 3 clusters
  Score: Raw -1262425.479403 + Penalty 3022.380556 = -1259403.098847
  nChanged 30
		SP:Iteration 19Q (55365.160000 sec): 3 clusters
  Score: Raw -1262449.916641 + Penalty 3022.380556 = -1259427.536085
  nChanged 16
		SP:Iteration 20F (55365.390000 sec): 3 clusters
  Score: Raw -1262466.743384 + Penalty 3022.380556 = -1259444.362828
  nChanged 12
		SP:Iteration 21Q (55365.640000 sec): 3 clusters
  Score: Raw -1262477.293944 + Penalty 3022.380556 = -1259454.913388
  nChanged 11
		SP:Iteration 22Q (55365.840000 sec): 3 clusters
  Score: Raw -1262487.066932 + Penalty 3022.380556 = -1259464.686376
  nChanged 7
		SP:Iteration 23Q (55366.030000 sec): 3 clusters
  Score: Raw -1262493.918317 + Penalty 3022.380556 = -1259471.537761
  nChanged 7
		SP:Iteration 24Q (55366.260000 sec): 3 clusters
  Score: Raw -1262497.924347 + Penalty 3022.380556 = -1259475.543791
  nChanged 4
		SP:Iteration 25Q (55366.480000 sec): 3 clusters
  Score: Raw -1262501.618652 + Penalty 3022.380556 = -1259479.238096
  nChanged 5
		SP:Iteration 26Q (55366.650000 sec): 3 clusters
  Score: Raw -1262506.772957 + Penalty 3022.380556 = -1259484.392402
  nChanged 4
		SP:Iteration 27Q (55366.890000 sec): 3 clusters
  Score: Raw -1262510.780766 + Penalty 3022.380556 = -1259488.400210
  nChanged 3
		SP:Iteration 28Q (55367.090000 sec): 3 clusters
  Score: Raw -1262513.540863 + Penalty 3022.380556 = -1259491.160307
  nChanged 2
		SP:Iteration 29Q (55367.300000 sec): 3 clusters
  Score: Raw -1262516.684160 + Penalty 3022.380556 = -1259494.303604
  nChanged 2
		SP:Iteration 30Q (55367.500000 sec): 3 clusters
  Score: Raw -1262520.123147 + Penalty 3022.380556 = -1259497.742591
  nChanged 5
		SP:Iteration 31Q (55367.720000 sec): 3 clusters
  Score: Raw -1262523.218493 + Penalty 3022.380556 = -1259500.837937
  nChanged 2
		SP:Iteration 32Q (55367.960000 sec): 3 clusters
  Score: Raw -1262524.406175 + Penalty 3022.380556 = -1259502.025619
  nChanged 0
		SP:Iteration 33F (55368.200000 sec): 3 clusters
  Score: Raw -1262524.406175 + Penalty 3022.380556 = -1259502.025619
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55368.330000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55368.530000 sec): 3 clusters
  Score: Raw -415475.916273 + Penalty 2695.566133 = -412780.350140
  nChanged 1574
		SP:Iteration 1F (55368.710000 sec): 3 clusters
  Score: Raw -416605.795791 + Penalty 2695.566133 = -413910.229658
  nChanged 412
		SP:Iteration 2F (55368.870000 sec): 3 clusters
  Score: Raw -417043.522751 + Penalty 2695.566133 = -414347.956618
  nChanged 346
		SP:Iteration 3F (55369.090000 sec): 3 clusters
  Score: Raw -417418.743251 + Penalty 2695.566133 = -414723.177118
  nChanged 277
		SP:Iteration 4F (55369.270000 sec): 3 clusters
  Score: Raw -417693.451091 + Penalty 2695.566133 = -414997.884958
  nChanged 220
		SP:Iteration 5F (55369.490000 sec): 3 clusters
  Score: Raw -417918.843402 + Penalty 2695.566133 = -415223.277269
  nChanged 175
		SP:Iteration 6Q (55369.650000 sec): 3 clusters
  Score: Raw -418062.554539 + Penalty 2695.566133 = -415366.988406
  nChanged 136
		SP:Iteration 7Q (55369.840000 sec): 3 clusters
  Score: Raw -418141.220641 + Penalty 2695.566133 = -415445.654508
  nChanged 82
		SP:Iteration 8Q (55370.030000 sec): 3 clusters
  Score: Raw -418182.837464 + Penalty 2695.566133 = -415487.271331
  nChanged 60
		SP:Iteration 9Q (55370.270000 sec): 3 clusters
  Score: Raw -418207.774846 + Penalty 2695.566133 = -415512.208713
  nChanged 48
		SP:Iteration 10Q (55370.440000 sec): 3 clusters
  Score: Raw -418223.617348 + Penalty 2695.566133 = -415528.051215
  nChanged 24
		SP:Iteration 11Q (55370.630000 sec): 3 clusters
  Score: Raw -418231.887708 + Penalty 2695.566133 = -415536.321575
  nChanged 21
		SP:Iteration 12Q (55370.850000 sec): 3 clusters
  Score: Raw -418240.181999 + Penalty 2695.566133 = -415544.615866
  nChanged 19
		SP:Iteration 13Q (55371.040000 sec): 3 clusters
  Score: Raw -418247.357433 + Penalty 2695.566133 = -415551.791300
  nChanged 16
		SP:Iteration 14Q (55371.190000 sec): 3 clusters
  Score: Raw -418252.387962 + Penalty 2695.566133 = -415556.821829
  nChanged 14
		SP:Iteration 15Q (55371.390000 sec): 3 clusters
  Score: Raw -418255.545351 + Penalty 2695.566133 = -415559.979218
  nChanged 8
		SP:Iteration 16Q (55371.590000 sec): 3 clusters
  Score: Raw -418257.280097 + Penalty 2695.566133 = -415561.713964
  nChanged 4
		SP:Iteration 17Q (55371.770000 sec): 3 clusters
  Score: Raw -418257.953139 + Penalty 2695.566133 = -415562.387005
  nChanged 5
		SP:Iteration 18Q (55372.000000 sec): 3 clusters
  Score: Raw -418259.835830 + Penalty 2695.566133 = -415564.269697
  nChanged 8
		SP:Iteration 19Q (55372.180000 sec): 3 clusters
  Score: Raw -418261.437664 + Penalty 2695.566133 = -415565.871531
  nChanged 5
		SP:Iteration 20F (55372.360000 sec): 3 clusters
  Score: Raw -418262.486143 + Penalty 2695.566133 = -415566.920010
  nChanged 2
		SP:Iteration 21Q (55372.550000 sec): 3 clusters
  Score: Raw -418262.999081 + Penalty 2695.566133 = -415567.432948
  nChanged 3
		SP:Iteration 22Q (55372.770000 sec): 3 clusters
  Score: Raw -418263.684521 + Penalty 2695.566133 = -415568.118388
  nChanged 4
		SP:Iteration 23Q (55372.940000 sec): 3 clusters
  Score: Raw -418264.702735 + Penalty 2695.566133 = -415569.136602
  nChanged 4
		SP:Iteration 24Q (55373.140000 sec): 3 clusters
  Score: Raw -418265.703776 + Penalty 2695.566133 = -415570.137643
  nChanged 3
		SP:Iteration 25Q (55373.310000 sec): 3 clusters
  Score: Raw -418266.333884 + Penalty 2695.566133 = -415570.767751
  nChanged 8
		SP:Iteration 26Q (55373.500000 sec): 3 clusters
  Score: Raw -418268.352042 + Penalty 2695.566133 = -415572.785909
  nChanged 6
		SP:Iteration 27Q (55373.690000 sec): 3 clusters
  Score: Raw -418269.667582 + Penalty 2695.566133 = -415574.101449
  nChanged 2
		SP:Iteration 28Q (55373.820000 sec): 3 clusters
  Score: Raw -418269.931195 + Penalty 2695.566133 = -415574.365062
  nChanged 1
		SP:Iteration 29Q (55374.000000 sec): 3 clusters
  Score: Raw -418270.064089 + Penalty 2695.566133 = -415574.497956
  nChanged 1
		SP:Iteration 30Q (55374.120000 sec): 3 clusters
  Score: Raw -418270.177343 + Penalty 2695.566133 = -415574.611210
  nChanged 0
		SP:Iteration 31F (55374.270000 sec): 3 clusters
  Score: Raw -418270.177343 + Penalty 2695.566133 = -415574.611210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55374.490000 sec): 2 clusters
  Score: Raw -1995856.736750 + Penalty 1608.281562 = -1994248.455187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55374.760000 sec): 3 clusters
  Score: Raw -1984050.607177 + Penalty 3216.563124 = -1980834.044053
  nChanged 8998
		SP:Iteration 1F (55375.030000 sec): 3 clusters
  Score: Raw -1989327.710960 + Penalty 3216.563124 = -1986111.147835
  nChanged 1370
		SP:Iteration 2F (55375.250000 sec): 3 clusters
  Score: Raw -1990099.951697 + Penalty 3216.563124 = -1986883.388572
  nChanged 1319
		SP:Iteration 3F (55375.500000 sec): 3 clusters
  Score: Raw -1990879.690677 + Penalty 3216.563124 = -1987663.127553
  nChanged 1269
		SP:Iteration 4F (55375.730000 sec): 3 clusters
  Score: Raw -1991645.492550 + Penalty 3216.563124 = -1988428.929425
  nChanged 1211
		SP:Iteration 5F (55375.960000 sec): 3 clusters
  Score: Raw -1992331.744195 + Penalty 3216.563124 = -1989115.181071
  nChanged 1077
		SP:Iteration 6F (55376.270000 sec): 3 clusters
  Score: Raw -1992954.687620 + Penalty 3216.563124 = -1989738.124495
  nChanged 906
		SP:Iteration 7Q (55376.520000 sec): 3 clusters
  Score: Raw -1993527.940162 + Penalty 3216.563124 = -1990311.377037
  nChanged 850
		SP:Iteration 8Q (55376.780000 sec): 3 clusters
  Score: Raw -1994045.960199 + Penalty 3216.563124 = -1990829.397075
  nChanged 723
		SP:Iteration 9Q (55377.030000 sec): 3 clusters
  Score: Raw -1994487.191174 + Penalty 3216.563124 = -1991270.628050
  nChanged 669
		SP:Iteration 10Q (55377.340000 sec): 3 clusters
  Score: Raw -1994901.001289 + Penalty 3216.563124 = -1991684.438165
  nChanged 554
		SP:Iteration 11Q (55377.600000 sec): 3 clusters
  Score: Raw -1995219.538732 + Penalty 3216.563124 = -1992002.975608
  nChanged 445
		SP:Iteration 12Q (55377.870000 sec): 3 clusters
  Score: Raw -1995445.830400 + Penalty 3216.563124 = -1992229.267276
  nChanged 344
		SP:Iteration 13Q (55378.220000 sec): 3 clusters
  Score: Raw -1995613.589633 + Penalty 3216.563124 = -1992397.026508
  nChanged 296
		SP:Iteration 14Q (55378.490000 sec): 3 clusters
  Score: Raw -1995751.789424 + Penalty 3216.563124 = -1992535.226299
  nChanged 268
		SP:Iteration 15Q (55378.780000 sec): 3 clusters
  Score: Raw -1995876.775377 + Penalty 3216.563124 = -1992660.212253
  nChanged 222
		SP:Iteration 16Q (55379.030000 sec): 3 clusters
  Score: Raw -1995976.563976 + Penalty 3216.563124 = -1992760.000852
  nChanged 189
		SP:Iteration 17Q (55379.310000 sec): 3 clusters
  Score: Raw -1996059.827282 + Penalty 3216.563124 = -1992843.264158
  nChanged 182
		SP:Iteration 18Q (55379.580000 sec): 3 clusters
  Score: Raw -1996146.120867 + Penalty 3216.563124 = -1992929.557743
  nChanged 149
		SP:Iteration 19Q (55379.870000 sec): 3 clusters
  Score: Raw -1996212.539992 + Penalty 3216.563124 = -1992995.976868
  nChanged 118
		SP:Iteration 20F (55380.190000 sec): 3 clusters
  Score: Raw -1996263.749315 + Penalty 3216.563124 = -1993047.186190
  nChanged 98
		SP:Iteration 21Q (55380.430000 sec): 3 clusters
  Score: Raw -1996300.039083 + Penalty 3216.563124 = -1993083.475959
  nChanged 74
		SP:Iteration 22Q (55380.740000 sec): 3 clusters
  Score: Raw -1996327.081956 + Penalty 3216.563124 = -1993110.518831
  nChanged 65
		SP:Iteration 23Q (55380.980000 sec): 3 clusters
  Score: Raw -1996351.189758 + Penalty 3216.563124 = -1993134.626633
  nChanged 61
		SP:Iteration 24Q (55381.270000 sec): 3 clusters
  Score: Raw -1996368.858381 + Penalty 3216.563124 = -1993152.295257
  nChanged 43
		SP:Iteration 25Q (55381.590000 sec): 3 clusters
  Score: Raw -1996381.802202 + Penalty 3216.563124 = -1993165.239078
  nChanged 39
		SP:Iteration 26Q (55381.870000 sec): 3 clusters
  Score: Raw -1996393.387528 + Penalty 3216.563124 = -1993176.824404
  nChanged 31
		SP:Iteration 27Q (55382.090000 sec): 3 clusters
  Score: Raw -1996404.513111 + Penalty 3216.563124 = -1993187.949986
  nChanged 28
		SP:Iteration 28Q (55382.370000 sec): 3 clusters
  Score: Raw -1996413.462416 + Penalty 3216.563124 = -1993196.899291
  nChanged 20
		SP:Iteration 29Q (55382.670000 sec): 3 clusters
  Score: Raw -1996419.168350 + Penalty 3216.563124 = -1993202.605225
  nChanged 15
		SP:Iteration 30Q (55382.960000 sec): 3 clusters
  Score: Raw -1996423.430679 + Penalty 3216.563124 = -1993206.867554
  nChanged 12
		SP:Iteration 31Q (55383.230000 sec): 3 clusters
  Score: Raw -1996426.116503 + Penalty 3216.563124 = -1993209.553379
  nChanged 7
		SP:Iteration 32Q (55383.540000 sec): 3 clusters
  Score: Raw -1996427.163008 + Penalty 3216.563124 = -1993210.599884
  nChanged 4
		SP:Iteration 33Q (55383.810000 sec): 3 clusters
  Score: Raw -1996428.232967 + Penalty 3216.563124 = -1993211.669842
  nChanged 2
		SP:Iteration 34Q (55384.070000 sec): 3 clusters
  Score: Raw -1996429.309556 + Penalty 3216.563124 = -1993212.746432
  nChanged 2
		SP:Iteration 35Q (55384.390000 sec): 3 clusters
  Score: Raw -1996429.937071 + Penalty 3216.563124 = -1993213.373947
  nChanged 6
		SP:Iteration 36Q (55384.680000 sec): 3 clusters
  Score: Raw -1996431.836406 + Penalty 3216.563124 = -1993215.273281
  nChanged 4
		SP:Iteration 37Q (55384.960000 sec): 3 clusters
  Score: Raw -1996433.705656 + Penalty 3216.563124 = -1993217.142532
  nChanged 7
		SP:Iteration 38Q (55385.210000 sec): 3 clusters
  Score: Raw -1996435.712280 + Penalty 3216.563124 = -1993219.149156
  nChanged 5
		SP:Iteration 39Q (55385.510000 sec): 3 clusters
  Score: Raw -1996436.861104 + Penalty 3216.563124 = -1993220.297980
  nChanged 6
		SP:Iteration 40F (55385.790000 sec): 3 clusters
  Score: Raw -1996438.498057 + Penalty 3216.563124 = -1993221.934933
  nChanged 5
		SP:Iteration 41Q (55386.030000 sec): 3 clusters
  Score: Raw -1996439.418251 + Penalty 3216.563124 = -1993222.855126
  nChanged 3
		SP:Iteration 42Q (55386.330000 sec): 3 clusters
  Score: Raw -1996440.204406 + Penalty 3216.563124 = -1993223.641282
  nChanged 4
		SP:Iteration 43Q (55386.620000 sec): 3 clusters
  Score: Raw -1996441.415821 + Penalty 3216.563124 = -1993224.852697
  nChanged 4
		SP:Iteration 44Q (55386.880000 sec): 3 clusters
  Score: Raw -1996442.500824 + Penalty 3216.563124 = -1993225.937700
  nChanged 4
		SP:Iteration 45Q (55387.210000 sec): 3 clusters
  Score: Raw -1996444.232611 + Penalty 3216.563124 = -1993227.669487
  nChanged 8
		SP:Iteration 46Q (55387.490000 sec): 3 clusters
  Score: Raw -1996446.129873 + Penalty 3216.563124 = -1993229.566748
  nChanged 2
		SP:Iteration 47Q (55387.790000 sec): 3 clusters
  Score: Raw -1996446.793809 + Penalty 3216.563124 = -1993230.230684
  nChanged 2
		SP:Iteration 48Q (55388.080000 sec): 3 clusters
  Score: Raw -1996447.123317 + Penalty 3216.563124 = -1993230.560193
  nChanged 0
		SP:Iteration 49F (55388.420000 sec): 3 clusters
  Score: Raw -1996447.123317 + Penalty 3216.563124 = -1993230.560193
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55388.510000 sec): 2 clusters
  Score: Raw -416527.067760 + Penalty 1345.203322 = -415181.864438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55388.740000 sec): 3 clusters
  Score: Raw -414559.354565 + Penalty 2690.406645 = -411868.947920
  nChanged 1585
		SP:Iteration 1F (55388.920000 sec): 3 clusters
  Score: Raw -415451.861579 + Penalty 2690.406645 = -412761.454934
  nChanged 300
		SP:Iteration 2F (55389.030000 sec): 3 clusters
  Score: Raw -415634.513180 + Penalty 2690.406645 = -412944.106536
  nChanged 232
		SP:Iteration 3F (55389.270000 sec): 3 clusters
  Score: Raw -415772.989310 + Penalty 2690.406645 = -413082.582665
  nChanged 196
		SP:Iteration 4Q (55389.440000 sec): 3 clusters
  Score: Raw -415917.641224 + Penalty 2690.406645 = -413227.234579
  nChanged 208
		SP:Iteration 5F (55389.670000 sec): 3 clusters
  Score: Raw -416079.126343 + Penalty 2690.406645 = -413388.719698
  nChanged 197
		SP:Iteration 6F (55389.870000 sec): 3 clusters
  Score: Raw -416238.955981 + Penalty 2690.406645 = -413548.549337
  nChanged 183
		SP:Iteration 7Q (55390.070000 sec): 3 clusters
  Score: Raw -416403.592696 + Penalty 2690.406645 = -413713.186051
  nChanged 180
		SP:Iteration 8Q (55390.260000 sec): 3 clusters
  Score: Raw -416595.657279 + Penalty 2690.406645 = -413905.250634
  nChanged 169
		SP:Iteration 9Q (55390.410000 sec): 3 clusters
  Score: Raw -416770.339622 + Penalty 2690.406645 = -414079.932977
  nChanged 141
		SP:Iteration 10Q (55390.550000 sec): 3 clusters
  Score: Raw -416919.093007 + Penalty 2690.406645 = -414228.686363
  nChanged 116
		SP:Iteration 11Q (55390.750000 sec): 3 clusters
  Score: Raw -417015.267215 + Penalty 2690.406645 = -414324.860571
  nChanged 90
		SP:Iteration 12Q (55390.910000 sec): 3 clusters
  Score: Raw -417088.839484 + Penalty 2690.406645 = -414398.432839
  nChanged 75
		SP:Iteration 13Q (55391.110000 sec): 3 clusters
  Score: Raw -417140.638640 + Penalty 2690.406645 = -414450.231996
  nChanged 54
		SP:Iteration 14Q (55391.280000 sec): 3 clusters
  Score: Raw -417178.785840 + Penalty 2690.406645 = -414488.379195
  nChanged 54
		SP:Iteration 15Q (55391.460000 sec): 3 clusters
  Score: Raw -417212.236164 + Penalty 2690.406645 = -414521.829520
  nChanged 41
		SP:Iteration 16Q (55391.650000 sec): 3 clusters
  Score: Raw -417234.173477 + Penalty 2690.406645 = -414543.766833
  nChanged 25
		SP:Iteration 17Q (55391.830000 sec): 3 clusters
  Score: Raw -417248.272804 + Penalty 2690.406645 = -414557.866159
  nChanged 21
		SP:Iteration 18Q (55392.030000 sec): 3 clusters
  Score: Raw -417256.970504 + Penalty 2690.406645 = -414566.563860
  nChanged 18
		SP:Iteration 19Q (55392.210000 sec): 3 clusters
  Score: Raw -417266.238866 + Penalty 2690.406645 = -414575.832221
  nChanged 15
		SP:Iteration 20F (55392.420000 sec): 3 clusters
  Score: Raw -417281.956412 + Penalty 2690.406645 = -414591.549768
  nChanged 19
		SP:Iteration 21Q (55392.590000 sec): 3 clusters
  Score: Raw -417291.905139 + Penalty 2690.406645 = -414601.498494
  nChanged 16
		SP:Iteration 22Q (55392.760000 sec): 3 clusters
  Score: Raw -417298.365433 + Penalty 2690.406645 = -414607.958788
  nChanged 16
		SP:Iteration 23Q (55392.930000 sec): 3 clusters
  Score: Raw -417305.200579 + Penalty 2690.406645 = -414614.793935
  nChanged 13
		SP:Iteration 24Q (55393.120000 sec): 3 clusters
  Score: Raw -417310.207620 + Penalty 2690.406645 = -414619.800975
  nChanged 12
		SP:Iteration 25Q (55393.310000 sec): 3 clusters
  Score: Raw -417315.088890 + Penalty 2690.406645 = -414624.682245
  nChanged 12
		SP:Iteration 26Q (55393.500000 sec): 3 clusters
  Score: Raw -417320.398789 + Penalty 2690.406645 = -414629.992144
  nChanged 13
		SP:Iteration 27Q (55393.650000 sec): 3 clusters
  Score: Raw -417324.765090 + Penalty 2690.406645 = -414634.358445
  nChanged 19
		SP:Iteration 28Q (55393.850000 sec): 3 clusters
  Score: Raw -417331.142055 + Penalty 2690.406645 = -414640.735411
  nChanged 24
		SP:Iteration 29Q (55394.000000 sec): 3 clusters
  Score: Raw -417340.160538 + Penalty 2690.406645 = -414649.753893
  nChanged 17
		SP:Iteration 30Q (55394.150000 sec): 3 clusters
  Score: Raw -417345.927832 + Penalty 2690.406645 = -414655.521187
  nChanged 12
		SP:Iteration 31Q (55394.330000 sec): 3 clusters
  Score: Raw -417350.520085 + Penalty 2690.406645 = -414660.113441
  nChanged 12
		SP:Iteration 32Q (55394.570000 sec): 3 clusters
  Score: Raw -417355.422189 + Penalty 2690.406645 = -414665.015545
  nChanged 16
		SP:Iteration 33Q (55394.750000 sec): 3 clusters
  Score: Raw -417362.690534 + Penalty 2690.406645 = -414672.283889
  nChanged 14
		SP:Iteration 34Q (55394.920000 sec): 3 clusters
  Score: Raw -417368.278161 + Penalty 2690.406645 = -414677.871516
  nChanged 18
		SP:Iteration 35Q (55395.110000 sec): 3 clusters
  Score: Raw -417374.479222 + Penalty 2690.406645 = -414684.072578
  nChanged 19
		SP:Iteration 36Q (55395.320000 sec): 3 clusters
  Score: Raw -417380.991921 + Penalty 2690.406645 = -414690.585276
  nChanged 17
		SP:Iteration 37Q (55395.460000 sec): 3 clusters
  Score: Raw -417386.569069 + Penalty 2690.406645 = -414696.162424
  nChanged 11
		SP:Iteration 38Q (55395.600000 sec): 3 clusters
  Score: Raw -417389.207169 + Penalty 2690.406645 = -414698.800524
  nChanged 3
		SP:Iteration 39Q (55395.800000 sec): 3 clusters
  Score: Raw -417390.008904 + Penalty 2690.406645 = -414699.602259
  nChanged 4
		SP:Iteration 40F (55396.010000 sec): 3 clusters
  Score: Raw -417390.713531 + Penalty 2690.406645 = -414700.306886
  nChanged 3
		SP:Iteration 41Q (55396.200000 sec): 3 clusters
  Score: Raw -417391.760634 + Penalty 2690.406645 = -414701.353989
  nChanged 7
		SP:Iteration 42Q (55396.350000 sec): 3 clusters
  Score: Raw -417393.931277 + Penalty 2690.406645 = -414703.524632
  nChanged 6
		SP:Iteration 43Q (55396.550000 sec): 3 clusters
  Score: Raw -417395.848278 + Penalty 2690.406645 = -414705.441633
  nChanged 7
		SP:Iteration 44Q (55396.720000 sec): 3 clusters
  Score: Raw -417397.782493 + Penalty 2690.406645 = -414707.375849
  nChanged 2
		SP:Iteration 45Q (55396.860000 sec): 3 clusters
  Score: Raw -417398.171127 + Penalty 2690.406645 = -414707.764482
  nChanged 3
		SP:Iteration 46Q (55397.040000 sec): 3 clusters
  Score: Raw -417399.142187 + Penalty 2690.406645 = -414708.735542
  nChanged 4
		SP:Iteration 47Q (55397.230000 sec): 3 clusters
  Score: Raw -417399.923719 + Penalty 2690.406645 = -414709.517075
  nChanged 2
		SP:Iteration 48Q (55397.370000 sec): 3 clusters
  Score: Raw -417400.162443 + Penalty 2690.406645 = -414709.755799
  nChanged 1
		SP:Iteration 49Q (55397.570000 sec): 3 clusters
  Score: Raw -417400.273834 + Penalty 2690.406645 = -414709.867190
  nChanged 1
		SP:Iteration 50Q (55397.780000 sec): 3 clusters
  Score: Raw -417400.391037 + Penalty 2690.406645 = -414709.984392
  nChanged 0
		SP:Iteration 51F (55397.960000 sec): 3 clusters
  Score: Raw -417400.391037 + Penalty 2690.406645 = -414709.984392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55398.130000 sec): 2 clusters
  Score: Raw -954813.965154 + Penalty 1475.500629 = -953338.464525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55398.340000 sec): 3 clusters
  Score: Raw -949858.223082 + Penalty 2951.001258 = -946907.221825
  nChanged 3739
		SP:Iteration 1F (55398.580000 sec): 3 clusters
  Score: Raw -951907.120318 + Penalty 2951.001258 = -948956.119060
  nChanged 558
		SP:Iteration 2F (55398.770000 sec): 3 clusters
  Score: Raw -952140.885839 + Penalty 2951.001258 = -949189.884581
  nChanged 444
		SP:Iteration 3F (55398.980000 sec): 3 clusters
  Score: Raw -952322.539786 + Penalty 2951.001258 = -949371.538528
  nChanged 359
		SP:Iteration 4Q (55399.180000 sec): 3 clusters
  Score: Raw -952446.276722 + Penalty 2951.001258 = -949495.275464
  nChanged 309
		SP:Iteration 5Q (55399.430000 sec): 3 clusters
  Score: Raw -952540.245513 + Penalty 2951.001258 = -949589.244255
  nChanged 242
		SP:Iteration 6Q (55399.630000 sec): 3 clusters
  Score: Raw -952615.068935 + Penalty 2951.001258 = -949664.067677
  nChanged 220
		SP:Iteration 7Q (55399.840000 sec): 3 clusters
  Score: Raw -952684.202121 + Penalty 2951.001258 = -949733.200863
  nChanged 198
		SP:Iteration 8Q (55400.050000 sec): 3 clusters
  Score: Raw -952746.111554 + Penalty 2951.001258 = -949795.110296
  nChanged 178
		SP:Iteration 9Q (55400.250000 sec): 3 clusters
  Score: Raw -952801.586216 + Penalty 2951.001258 = -949850.584958
  nChanged 173
		SP:Iteration 10Q (55400.460000 sec): 3 clusters
  Score: Raw -952875.959053 + Penalty 2951.001258 = -949924.957795
  nChanged 218
		SP:Iteration 11Q (55400.660000 sec): 3 clusters
  Score: Raw -952972.098302 + Penalty 2951.001258 = -950021.097044
  nChanged 213
		SP:Iteration 12Q (55400.880000 sec): 3 clusters
  Score: Raw -953071.151455 + Penalty 2951.001258 = -950120.150197
  nChanged 219
		SP:Iteration 13Q (55401.110000 sec): 3 clusters
  Score: Raw -953176.344967 + Penalty 2951.001258 = -950225.343709
  nChanged 229
		SP:Iteration 14Q (55401.330000 sec): 3 clusters
  Score: Raw -953289.610554 + Penalty 2951.001258 = -950338.609296
  nChanged 227
		SP:Iteration 15Q (55401.530000 sec): 3 clusters
  Score: Raw -953401.332682 + Penalty 2951.001258 = -950450.331424
  nChanged 260
		SP:Iteration 16Q (55401.740000 sec): 3 clusters
  Score: Raw -953547.253980 + Penalty 2951.001258 = -950596.252722
  nChanged 256
		SP:Iteration 17Q (55401.930000 sec): 3 clusters
  Score: Raw -953694.862441 + Penalty 2951.001258 = -950743.861183
  nChanged 271
		SP:Iteration 18Q (55402.130000 sec): 3 clusters
  Score: Raw -953855.901046 + Penalty 2951.001258 = -950904.899788
  nChanged 272
		SP:Iteration 19Q (55402.310000 sec): 3 clusters
  Score: Raw -954020.709798 + Penalty 2951.001258 = -951069.708540
  nChanged 245
		SP:Iteration 20F (55402.490000 sec): 3 clusters
  Score: Raw -954171.612522 + Penalty 2951.001258 = -951220.611264
  nChanged 228
		SP:Iteration 21Q (55402.710000 sec): 3 clusters
  Score: Raw -954316.429449 + Penalty 2951.001258 = -951365.428191
  nChanged 211
		SP:Iteration 22Q (55402.900000 sec): 3 clusters
  Score: Raw -954461.644545 + Penalty 2951.001258 = -951510.643287
  nChanged 200
		SP:Iteration 23Q (55403.110000 sec): 3 clusters
  Score: Raw -954607.567468 + Penalty 2951.001258 = -951656.566210
  nChanged 180
		SP:Iteration 24Q (55403.290000 sec): 3 clusters
  Score: Raw -954738.751909 + Penalty 2951.001258 = -951787.750651
  nChanged 164
		SP:Iteration 25Q (55403.520000 sec): 3 clusters
  Score: Raw -954855.832029 + Penalty 2951.001258 = -951904.830772
  nChanged 145
		SP:Iteration 26Q (55403.700000 sec): 3 clusters
  Score: Raw -954959.621570 + Penalty 2951.001258 = -952008.620312
  nChanged 124
		SP:Iteration 27Q (55403.870000 sec): 3 clusters
  Score: Raw -955056.764563 + Penalty 2951.001258 = -952105.763305
  nChanged 96
		SP:Iteration 28Q (55404.070000 sec): 3 clusters
  Score: Raw -955127.884909 + Penalty 2951.001258 = -952176.883651
  nChanged 75
		SP:Iteration 29Q (55404.320000 sec): 3 clusters
  Score: Raw -955193.880424 + Penalty 2951.001258 = -952242.879166
  nChanged 66
		SP:Iteration 30Q (55404.510000 sec): 3 clusters
  Score: Raw -955268.798261 + Penalty 2951.001258 = -952317.797003
  nChanged 67
		SP:Iteration 31Q (55404.720000 sec): 3 clusters
  Score: Raw -955333.111207 + Penalty 2951.001258 = -952382.109950
  nChanged 68
		SP:Iteration 32Q (55404.940000 sec): 3 clusters
  Score: Raw -955382.185180 + Penalty 2951.001258 = -952431.183922
  nChanged 50
		SP:Iteration 33Q (55405.090000 sec): 3 clusters
  Score: Raw -955408.565931 + Penalty 2951.001258 = -952457.564673
  nChanged 24
		SP:Iteration 34Q (55405.340000 sec): 3 clusters
  Score: Raw -955420.366706 + Penalty 2951.001258 = -952469.365448
  nChanged 18
		SP:Iteration 35Q (55405.450000 sec): 3 clusters
  Score: Raw -955425.915727 + Penalty 2951.001258 = -952474.914469
  nChanged 8
		SP:Iteration 36Q (55405.690000 sec): 3 clusters
  Score: Raw -955428.206436 + Penalty 2951.001258 = -952477.205178
  nChanged 6
		SP:Iteration 37Q (55405.900000 sec): 3 clusters
  Score: Raw -955430.203401 + Penalty 2951.001258 = -952479.202143
  nChanged 4
		SP:Iteration 38Q (55406.080000 sec): 3 clusters
  Score: Raw -955431.082794 + Penalty 2951.001258 = -952480.081536
  nChanged 8
		SP:Iteration 39Q (55406.320000 sec): 3 clusters
  Score: Raw -955433.714165 + Penalty 2951.001258 = -952482.712907
  nChanged 9
		SP:Iteration 40F (55406.530000 sec): 3 clusters
  Score: Raw -955437.457760 + Penalty 2951.001258 = -952486.456502
  nChanged 6
		SP:Iteration 41Q (55406.690000 sec): 3 clusters
  Score: Raw -955438.876328 + Penalty 2951.001258 = -952487.875071
  nChanged 4
		SP:Iteration 42Q (55406.890000 sec): 3 clusters
  Score: Raw -955439.938391 + Penalty 2951.001258 = -952488.937133
  nChanged 3
		SP:Iteration 43Q (55407.120000 sec): 3 clusters
  Score: Raw -955441.372620 + Penalty 2951.001258 = -952490.371362
  nChanged 1
		SP:Iteration 44Q (55407.290000 sec): 3 clusters
  Score: Raw -955442.107435 + Penalty 2951.001258 = -952491.106177
  nChanged 2
		SP:Iteration 45Q (55407.510000 sec): 3 clusters
  Score: Raw -955442.663439 + Penalty 2951.001258 = -952491.662182
  nChanged 3
		SP:Iteration 46Q (55407.680000 sec): 3 clusters
  Score: Raw -955444.019881 + Penalty 2951.001258 = -952493.018623
  nChanged 7
		SP:Iteration 47Q (55407.870000 sec): 3 clusters
  Score: Raw -955446.504183 + Penalty 2951.001258 = -952495.502925
  nChanged 10
		SP:Iteration 48Q (55408.100000 sec): 3 clusters
  Score: Raw -955449.444817 + Penalty 2951.001258 = -952498.443560
  nChanged 5
		SP:Iteration 49Q (55408.300000 sec): 3 clusters
  Score: Raw -955450.487404 + Penalty 2951.001258 = -952499.486146
  nChanged 4
		SP:Iteration 50Q (55408.540000 sec): 3 clusters
  Score: Raw -955451.472963 + Penalty 2951.001258 = -952500.471705
  nChanged 2
		SP:Iteration 51Q (55408.750000 sec): 3 clusters
  Score: Raw -955452.184006 + Penalty 2951.001258 = -952501.182748
  nChanged 0
		SP:Iteration 52F (55408.960000 sec): 3 clusters
  Score: Raw -955452.184006 + Penalty 2951.001258 = -952501.182748
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55409.120000 sec): 2 clusters
  Score: Raw -429551.099584 + Penalty 1365.544761 = -428185.554823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55409.260000 sec): 3 clusters
  Score: Raw -427347.922318 + Penalty 2731.089522 = -424616.832796
  nChanged 1761
		SP:Iteration 1F (55409.430000 sec): 3 clusters
  Score: Raw -428505.163618 + Penalty 2731.089522 = -425774.074096
  nChanged 391
		SP:Iteration 2F (55409.630000 sec): 3 clusters
  Score: Raw -428837.192147 + Penalty 2731.089522 = -426106.102626
  nChanged 359
		SP:Iteration 3F (55409.810000 sec): 3 clusters
  Score: Raw -429210.848469 + Penalty 2731.089522 = -426479.758947
  nChanged 367
		SP:Iteration 4F (55409.990000 sec): 3 clusters
  Score: Raw -429741.402719 + Penalty 2731.089522 = -427010.313197
  nChanged 388
		SP:Iteration 5F (55410.230000 sec): 3 clusters
  Score: Raw -430208.512526 + Penalty 2731.089522 = -427477.423004
  nChanged 301
		SP:Iteration 6F (55410.400000 sec): 3 clusters
  Score: Raw -430536.450545 + Penalty 2731.089522 = -427805.361024
  nChanged 201
		SP:Iteration 7Q (55410.610000 sec): 3 clusters
  Score: Raw -430705.017731 + Penalty 2731.089522 = -427973.928209
  nChanged 127
		SP:Iteration 8Q (55410.810000 sec): 3 clusters
  Score: Raw -430782.950282 + Penalty 2731.089522 = -428051.860760
  nChanged 78
		SP:Iteration 9Q (55410.960000 sec): 3 clusters
  Score: Raw -430820.992612 + Penalty 2731.089522 = -428089.903090
  nChanged 49
		SP:Iteration 10Q (55411.170000 sec): 3 clusters
  Score: Raw -430840.889754 + Penalty 2731.089522 = -428109.800232
  nChanged 31
		SP:Iteration 11Q (55411.390000 sec): 3 clusters
  Score: Raw -430853.337015 + Penalty 2731.089522 = -428122.247493
  nChanged 22
		SP:Iteration 12Q (55411.550000 sec): 3 clusters
  Score: Raw -430863.491587 + Penalty 2731.089522 = -428132.402065
  nChanged 14
		SP:Iteration 13Q (55411.780000 sec): 3 clusters
  Score: Raw -430870.244054 + Penalty 2731.089522 = -428139.154532
  nChanged 13
		SP:Iteration 14Q (55411.950000 sec): 3 clusters
  Score: Raw -430874.411649 + Penalty 2731.089522 = -428143.322127
  nChanged 11
		SP:Iteration 15Q (55412.120000 sec): 3 clusters
  Score: Raw -430877.758381 + Penalty 2731.089522 = -428146.668859
  nChanged 6
		SP:Iteration 16Q (55412.300000 sec): 3 clusters
  Score: Raw -430879.224585 + Penalty 2731.089522 = -428148.135064
  nChanged 5
		SP:Iteration 17Q (55412.510000 sec): 3 clusters
  Score: Raw -430880.300236 + Penalty 2731.089522 = -428149.210714
  nChanged 2
		SP:Iteration 18Q (55412.710000 sec): 3 clusters
  Score: Raw -430880.771037 + Penalty 2731.089522 = -428149.681516
  nChanged 0
		SP:Iteration 19F (55412.880000 sec): 3 clusters
  Score: Raw -430880.771037 + Penalty 2731.089522 = -428149.681516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55412.980000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55413.190000 sec): 3 clusters
  Score: Raw -63270.181717 + Penalty 2065.170263 = -61205.011454
  nChanged 153
		SP:Iteration 1F (55413.330000 sec): 3 clusters
  Score: Raw -63545.974192 + Penalty 2065.170263 = -61480.803928
  nChanged 34
		SP:Iteration 2F (55413.510000 sec): 3 clusters
  Score: Raw -63617.888908 + Penalty 2065.170263 = -61552.718644
  nChanged 22
		SP:Iteration 3Q (55413.630000 sec): 3 clusters
  Score: Raw -63653.574253 + Penalty 2065.170263 = -61588.403990
  nChanged 16
		SP:Iteration 4Q (55413.830000 sec): 3 clusters
  Score: Raw -63681.318351 + Penalty 2065.170263 = -61616.148087
  nChanged 13
		SP:Iteration 5Q (55413.990000 sec): 3 clusters
  Score: Raw -63697.348349 + Penalty 2065.170263 = -61632.178086
  nChanged 5
		SP:Iteration 6Q (55414.180000 sec): 3 clusters
  Score: Raw -63702.572346 + Penalty 2065.170263 = -61637.402083
  nChanged 2
		SP:Iteration 7Q (55414.330000 sec): 3 clusters
  Score: Raw -63705.028079 + Penalty 2065.170263 = -61639.857816
  nChanged 4
		SP:Iteration 8Q (55414.470000 sec): 3 clusters
  Score: Raw -63708.458128 + Penalty 2065.170263 = -61643.287864
  nChanged 2
		SP:Iteration 9Q (55414.680000 sec): 3 clusters
  Score: Raw -63712.672336 + Penalty 2065.170263 = -61647.502073
  nChanged 1
		SP:Iteration 10Q (55414.850000 sec): 3 clusters
  Score: Raw -63714.042716 + Penalty 2065.170263 = -61648.872452
  nChanged 0
		SP:Iteration 11F (55414.990000 sec): 3 clusters
  Score: Raw -63714.042716 + Penalty 2065.170263 = -61648.872452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55415.090000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55415.300000 sec): 3 clusters
  Score: Raw -352136.833339 + Penalty 2623.247540 = -349513.585799
  nChanged 1260
		SP:Iteration 1F (55415.460000 sec): 3 clusters
  Score: Raw -352848.932964 + Penalty 2623.247540 = -350225.685423
  nChanged 274
		SP:Iteration 2F (55415.670000 sec): 3 clusters
  Score: Raw -353049.293549 + Penalty 2623.247540 = -350426.046008
  nChanged 220
		SP:Iteration 3F (55415.840000 sec): 3 clusters
  Score: Raw -353209.341267 + Penalty 2623.247540 = -350586.093726
  nChanged 183
		SP:Iteration 4F (55416.010000 sec): 3 clusters
  Score: Raw -353350.260891 + Penalty 2623.247540 = -350727.013351
  nChanged 155
		SP:Iteration 5Q (55416.170000 sec): 3 clusters
  Score: Raw -353473.696982 + Penalty 2623.247540 = -350850.449442
  nChanged 151
		SP:Iteration 6Q (55416.340000 sec): 3 clusters
  Score: Raw -353591.470882 + Penalty 2623.247540 = -350968.223341
  nChanged 132
		SP:Iteration 7Q (55416.550000 sec): 3 clusters
  Score: Raw -353677.526518 + Penalty 2623.247540 = -351054.278977
  nChanged 102
		SP:Iteration 8Q (55416.700000 sec): 3 clusters
  Score: Raw -353734.925571 + Penalty 2623.247540 = -351111.678030
  nChanged 69
		SP:Iteration 9Q (55416.910000 sec): 3 clusters
  Score: Raw -353768.270647 + Penalty 2623.247540 = -351145.023106
  nChanged 55
		SP:Iteration 10Q (55417.040000 sec): 3 clusters
  Score: Raw -353794.989152 + Penalty 2623.247540 = -351171.741611
  nChanged 53
		SP:Iteration 11Q (55417.220000 sec): 3 clusters
  Score: Raw -353819.930252 + Penalty 2623.247540 = -351196.682711
  nChanged 40
		SP:Iteration 12Q (55417.410000 sec): 3 clusters
  Score: Raw -353842.576009 + Penalty 2623.247540 = -351219.328469
  nChanged 40
		SP:Iteration 13Q (55417.580000 sec): 3 clusters
  Score: Raw -353860.435824 + Penalty 2623.247540 = -351237.188283
  nChanged 24
		SP:Iteration 14Q (55417.750000 sec): 3 clusters
  Score: Raw -353870.693589 + Penalty 2623.247540 = -351247.446048
  nChanged 21
		SP:Iteration 15Q (55417.950000 sec): 3 clusters
  Score: Raw -353882.748101 + Penalty 2623.247540 = -351259.500561
  nChanged 21
		SP:Iteration 16Q (55418.150000 sec): 3 clusters
  Score: Raw -353892.651317 + Penalty 2623.247540 = -351269.403777
  nChanged 25
		SP:Iteration 17Q (55418.310000 sec): 3 clusters
  Score: Raw -353904.567549 + Penalty 2623.247540 = -351281.320008
  nChanged 21
		SP:Iteration 18Q (55418.500000 sec): 3 clusters
  Score: Raw -353912.720086 + Penalty 2623.247540 = -351289.472546
  nChanged 16
		SP:Iteration 19Q (55418.660000 sec): 3 clusters
  Score: Raw -353921.056598 + Penalty 2623.247540 = -351297.809057
  nChanged 14
		SP:Iteration 20F (55418.830000 sec): 3 clusters
  Score: Raw -353926.665917 + Penalty 2623.247540 = -351303.418377
  nChanged 12
		SP:Iteration 21Q (55419.030000 sec): 3 clusters
  Score: Raw -353932.187145 + Penalty 2623.247540 = -351308.939604
  nChanged 16
		SP:Iteration 22Q (55419.200000 sec): 3 clusters
  Score: Raw -353939.004381 + Penalty 2623.247540 = -351315.756840
  nChanged 10
		SP:Iteration 23Q (55419.390000 sec): 3 clusters
  Score: Raw -353941.901475 + Penalty 2623.247540 = -351318.653935
  nChanged 11
		SP:Iteration 24Q (55419.560000 sec): 3 clusters
  Score: Raw -353945.351270 + Penalty 2623.247540 = -351322.103730
  nChanged 12
		SP:Iteration 25Q (55419.750000 sec): 3 clusters
  Score: Raw -353948.222344 + Penalty 2623.247540 = -351324.974803
  nChanged 8
		SP:Iteration 26Q (55419.920000 sec): 3 clusters
  Score: Raw -353949.922771 + Penalty 2623.247540 = -351326.675231
  nChanged 7
		SP:Iteration 27Q (55420.120000 sec): 3 clusters
  Score: Raw -353952.288295 + Penalty 2623.247540 = -351329.040755
  nChanged 3
		SP:Iteration 28Q (55420.340000 sec): 3 clusters
  Score: Raw -353953.341852 + Penalty 2623.247540 = -351330.094312
  nChanged 4
		SP:Iteration 29Q (55420.510000 sec): 3 clusters
  Score: Raw -353954.906324 + Penalty 2623.247540 = -351331.658783
  nChanged 5
		SP:Iteration 30Q (55420.690000 sec): 3 clusters
  Score: Raw -353956.865957 + Penalty 2623.247540 = -351333.618417
  nChanged 4
		SP:Iteration 31Q (55420.860000 sec): 3 clusters
  Score: Raw -353957.904012 + Penalty 2623.247540 = -351334.656472
  nChanged 4
		SP:Iteration 32Q (55421.060000 sec): 3 clusters
  Score: Raw -353958.858557 + Penalty 2623.247540 = -351335.611017
  nChanged 2
		SP:Iteration 33Q (55421.240000 sec): 3 clusters
  Score: Raw -353959.573177 + Penalty 2623.247540 = -351336.325637
  nChanged 3
		SP:Iteration 34Q (55421.450000 sec): 3 clusters
  Score: Raw -353960.527578 + Penalty 2623.247540 = -351337.280038
  nChanged 1
		SP:Iteration 35Q (55421.640000 sec): 3 clusters
  Score: Raw -353960.736333 + Penalty 2623.247540 = -351337.488793
  nChanged 0
		SP:Iteration 36F (55421.830000 sec): 3 clusters
  Score: Raw -353960.736333 + Penalty 2623.247540 = -351337.488793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55421.910000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55422.140000 sec): 3 clusters
  Score: Raw -458943.899870 + Penalty 2717.555194 = -456226.344676
  nChanged 1710
		SP:Iteration 1F (55422.300000 sec): 3 clusters
  Score: Raw -459968.124471 + Penalty 2717.555194 = -457250.569277
  nChanged 328
		SP:Iteration 2F (55422.510000 sec): 3 clusters
  Score: Raw -460160.901452 + Penalty 2717.555194 = -457443.346259
  nChanged 254
		SP:Iteration 3F (55422.700000 sec): 3 clusters
  Score: Raw -460344.315415 + Penalty 2717.555194 = -457626.760221
  nChanged 243
		SP:Iteration 4F (55422.880000 sec): 3 clusters
  Score: Raw -460521.510885 + Penalty 2717.555194 = -457803.955691
  nChanged 245
		SP:Iteration 5F (55423.050000 sec): 3 clusters
  Score: Raw -460718.599315 + Penalty 2717.555194 = -458001.044121
  nChanged 237
		SP:Iteration 6F (55423.260000 sec): 3 clusters
  Score: Raw -460898.072430 + Penalty 2717.555194 = -458180.517236
  nChanged 198
		SP:Iteration 7Q (55423.470000 sec): 3 clusters
  Score: Raw -461040.077446 + Penalty 2717.555194 = -458322.522252
  nChanged 164
		SP:Iteration 8Q (55423.630000 sec): 3 clusters
  Score: Raw -461151.475440 + Penalty 2717.555194 = -458433.920246
  nChanged 127
		SP:Iteration 9Q (55423.820000 sec): 3 clusters
  Score: Raw -461237.790429 + Penalty 2717.555194 = -458520.235236
  nChanged 99
		SP:Iteration 10Q (55423.980000 sec): 3 clusters
  Score: Raw -461308.755086 + Penalty 2717.555194 = -458591.199892
  nChanged 110
		SP:Iteration 11Q (55424.150000 sec): 3 clusters
  Score: Raw -461366.973147 + Penalty 2717.555194 = -458649.417953
  nChanged 83
		SP:Iteration 12Q (55424.300000 sec): 3 clusters
  Score: Raw -461408.283315 + Penalty 2717.555194 = -458690.728121
  nChanged 61
		SP:Iteration 13Q (55424.510000 sec): 3 clusters
  Score: Raw -461441.580233 + Penalty 2717.555194 = -458724.025039
  nChanged 65
		SP:Iteration 14Q (55424.710000 sec): 3 clusters
  Score: Raw -461469.889870 + Penalty 2717.555194 = -458752.334676
  nChanged 52
		SP:Iteration 15Q (55424.870000 sec): 3 clusters
  Score: Raw -461492.150302 + Penalty 2717.555194 = -458774.595108
  nChanged 37
		SP:Iteration 16Q (55425.070000 sec): 3 clusters
  Score: Raw -461504.504715 + Penalty 2717.555194 = -458786.949521
  nChanged 26
		SP:Iteration 17Q (55425.250000 sec): 3 clusters
  Score: Raw -461512.504536 + Penalty 2717.555194 = -458794.949342
  nChanged 20
		SP:Iteration 18Q (55425.470000 sec): 3 clusters
  Score: Raw -461516.912222 + Penalty 2717.555194 = -458799.357028
  nChanged 11
		SP:Iteration 19Q (55425.590000 sec): 3 clusters
  Score: Raw -461519.458261 + Penalty 2717.555194 = -458801.903067
  nChanged 13
		SP:Iteration 20F (55425.810000 sec): 3 clusters
  Score: Raw -461522.538986 + Penalty 2717.555194 = -458804.983792
  nChanged 14
		SP:Iteration 21Q (55425.930000 sec): 3 clusters
  Score: Raw -461527.278750 + Penalty 2717.555194 = -458809.723557
  nChanged 15
		SP:Iteration 22Q (55426.120000 sec): 3 clusters
  Score: Raw -461530.740733 + Penalty 2717.555194 = -458813.185539
  nChanged 9
		SP:Iteration 23Q (55426.290000 sec): 3 clusters
  Score: Raw -461533.027271 + Penalty 2717.555194 = -458815.472077
  nChanged 11
		SP:Iteration 24Q (55426.450000 sec): 3 clusters
  Score: Raw -461535.678586 + Penalty 2717.555194 = -458818.123392
  nChanged 11
		SP:Iteration 25Q (55426.620000 sec): 3 clusters
  Score: Raw -461538.674736 + Penalty 2717.555194 = -458821.119542
  nChanged 13
		SP:Iteration 26Q (55426.790000 sec): 3 clusters
  Score: Raw -461542.091322 + Penalty 2717.555194 = -458824.536128
  nChanged 8
		SP:Iteration 27Q (55426.960000 sec): 3 clusters
  Score: Raw -461543.654208 + Penalty 2717.555194 = -458826.099015
  nChanged 3
		SP:Iteration 28Q (55427.140000 sec): 3 clusters
  Score: Raw -461544.623545 + Penalty 2717.555194 = -458827.068351
  nChanged 1
		SP:Iteration 29Q (55427.330000 sec): 3 clusters
  Score: Raw -461544.766019 + Penalty 2717.555194 = -458827.210825
  nChanged 0
		SP:Iteration 30F (55427.520000 sec): 3 clusters
  Score: Raw -461544.766019 + Penalty 2717.555194 = -458827.210825
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55427.790000 sec): 2 clusters
  Score: Raw -1917874.501908 + Penalty 1584.126347 = -1916290.375561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55428.070000 sec): 3 clusters
  Score: Raw -1907672.451997 + Penalty 3168.252695 = -1904504.199303
  nChanged 7652
		SP:Iteration 1F (55428.320000 sec): 3 clusters
  Score: Raw -1911835.991777 + Penalty 3168.252695 = -1908667.739082
  nChanged 966
		SP:Iteration 2F (55428.580000 sec): 3 clusters
  Score: Raw -1912232.793745 + Penalty 3168.252695 = -1909064.541050
  nChanged 939
		SP:Iteration 3F (55428.860000 sec): 3 clusters
  Score: Raw -1912648.872455 + Penalty 3168.252695 = -1909480.619760
  nChanged 948
		SP:Iteration 4F (55429.120000 sec): 3 clusters
  Score: Raw -1913087.074766 + Penalty 3168.252695 = -1909918.822071
  nChanged 911
		SP:Iteration 5F (55429.390000 sec): 3 clusters
  Score: Raw -1913528.379693 + Penalty 3168.252695 = -1910360.126998
  nChanged 906
		SP:Iteration 6F (55429.710000 sec): 3 clusters
  Score: Raw -1913991.629608 + Penalty 3168.252695 = -1910823.376913
  nChanged 854
		SP:Iteration 7Q (55429.990000 sec): 3 clusters
  Score: Raw -1914454.765860 + Penalty 3168.252695 = -1911286.513165
  nChanged 874
		SP:Iteration 8F (55430.290000 sec): 3 clusters
  Score: Raw -1914981.073302 + Penalty 3168.252695 = -1911812.820607
  nChanged 817
		SP:Iteration 9Q (55430.570000 sec): 3 clusters
  Score: Raw -1915465.149606 + Penalty 3168.252695 = -1912296.896911
  nChanged 732
		SP:Iteration 10Q (55430.810000 sec): 3 clusters
  Score: Raw -1915922.750688 + Penalty 3168.252695 = -1912754.497993
  nChanged 659
		SP:Iteration 11Q (55431.130000 sec): 3 clusters
  Score: Raw -1916357.218086 + Penalty 3168.252695 = -1913188.965391
  nChanged 597
		SP:Iteration 12Q (55431.360000 sec): 3 clusters
  Score: Raw -1916762.550412 + Penalty 3168.252695 = -1913594.297717
  nChanged 494
		SP:Iteration 13Q (55431.650000 sec): 3 clusters
  Score: Raw -1917098.802036 + Penalty 3168.252695 = -1913930.549341
  nChanged 385
		SP:Iteration 14Q (55431.890000 sec): 3 clusters
  Score: Raw -1917376.783169 + Penalty 3168.252695 = -1914208.530474
  nChanged 291
		SP:Iteration 15Q (55432.170000 sec): 3 clusters
  Score: Raw -1917598.640283 + Penalty 3168.252695 = -1914430.387588
  nChanged 182
		SP:Iteration 16Q (55432.430000 sec): 3 clusters
  Score: Raw -1917739.483974 + Penalty 3168.252695 = -1914571.231279
  nChanged 115
		SP:Iteration 17Q (55432.730000 sec): 3 clusters
  Score: Raw -1917826.490063 + Penalty 3168.252695 = -1914658.237368
  nChanged 85
		SP:Iteration 18Q (55432.990000 sec): 3 clusters
  Score: Raw -1917896.748774 + Penalty 3168.252695 = -1914728.496079
  nChanged 68
		SP:Iteration 19Q (55433.260000 sec): 3 clusters
  Score: Raw -1917956.537577 + Penalty 3168.252695 = -1914788.284883
  nChanged 37
		SP:Iteration 20F (55433.610000 sec): 3 clusters
  Score: Raw -1917989.826219 + Penalty 3168.252695 = -1914821.573524
  nChanged 27
		SP:Iteration 21Q (55433.880000 sec): 3 clusters
  Score: Raw -1918019.226113 + Penalty 3168.252695 = -1914850.973418
  nChanged 27
		SP:Iteration 22Q (55434.120000 sec): 3 clusters
  Score: Raw -1918042.744147 + Penalty 3168.252695 = -1914874.491452
  nChanged 14
		SP:Iteration 23Q (55434.390000 sec): 3 clusters
  Score: Raw -1918059.633963 + Penalty 3168.252695 = -1914891.381268
  nChanged 12
		SP:Iteration 24Q (55434.660000 sec): 3 clusters
  Score: Raw -1918067.445037 + Penalty 3168.252695 = -1914899.192342
  nChanged 6
		SP:Iteration 25Q (55434.860000 sec): 3 clusters
  Score: Raw -1918072.227388 + Penalty 3168.252695 = -1914903.974693
  nChanged 3
		SP:Iteration 26Q (55435.110000 sec): 3 clusters
  Score: Raw -1918075.711457 + Penalty 3168.252695 = -1914907.458762
  nChanged 3
		SP:Iteration 27Q (55435.340000 sec): 3 clusters
  Score: Raw -1918077.386012 + Penalty 3168.252695 = -1914909.133317
  nChanged 1
		SP:Iteration 28Q (55435.590000 sec): 3 clusters
  Score: Raw -1918077.949475 + Penalty 3168.252695 = -1914909.696780
  nChanged 1
		SP:Iteration 29Q (55435.870000 sec): 3 clusters
  Score: Raw -1918078.823639 + Penalty 3168.252695 = -1914910.570944
  nChanged 1
		SP:Iteration 30Q (55436.130000 sec): 3 clusters
  Score: Raw -1918080.316549 + Penalty 3168.252695 = -1914912.063854
  nChanged 0
		SP:Iteration 31F (55436.400000 sec): 3 clusters
  Score: Raw -1918080.316549 + Penalty 3168.252695 = -1914912.063854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55436.540000 sec): 2 clusters
  Score: Raw -477729.047366 + Penalty 1363.197090 = -476365.850276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55436.750000 sec): 3 clusters
  Score: Raw -475535.421230 + Penalty 2726.394181 = -472809.027050
  nChanged 1753
		SP:Iteration 1F (55436.910000 sec): 3 clusters
  Score: Raw -476584.613129 + Penalty 2726.394181 = -473858.218948
  nChanged 343
		SP:Iteration 2F (55437.010000 sec): 3 clusters
  Score: Raw -476808.979358 + Penalty 2726.394181 = -474082.585178
  nChanged 256
		SP:Iteration 3F (55437.160000 sec): 3 clusters
  Score: Raw -476991.999114 + Penalty 2726.394181 = -474265.604934
  nChanged 220
		SP:Iteration 4F (55437.380000 sec): 3 clusters
  Score: Raw -477165.803432 + Penalty 2726.394181 = -474439.409251
  nChanged 209
		SP:Iteration 5Q (55437.560000 sec): 3 clusters
  Score: Raw -477327.262398 + Penalty 2726.394181 = -474600.868217
  nChanged 196
		SP:Iteration 6Q (55437.710000 sec): 3 clusters
  Score: Raw -477472.906411 + Penalty 2726.394181 = -474746.512230
  nChanged 173
		SP:Iteration 7Q (55437.860000 sec): 3 clusters
  Score: Raw -477590.423980 + Penalty 2726.394181 = -474864.029800
  nChanged 176
		SP:Iteration 8Q (55438.010000 sec): 3 clusters
  Score: Raw -477708.481990 + Penalty 2726.394181 = -474982.087810
  nChanged 139
		SP:Iteration 9Q (55438.210000 sec): 3 clusters
  Score: Raw -477799.469975 + Penalty 2726.394181 = -475073.075795
  nChanged 133
		SP:Iteration 10Q (55438.410000 sec): 3 clusters
  Score: Raw -477882.596410 + Penalty 2726.394181 = -475156.202230
  nChanged 111
		SP:Iteration 11Q (55438.610000 sec): 3 clusters
  Score: Raw -477963.359651 + Penalty 2726.394181 = -475236.965470
  nChanged 140
		SP:Iteration 12Q (55438.770000 sec): 3 clusters
  Score: Raw -478045.818029 + Penalty 2726.394181 = -475319.423849
  nChanged 112
		SP:Iteration 13Q (55438.960000 sec): 3 clusters
  Score: Raw -478102.657493 + Penalty 2726.394181 = -475376.263313
  nChanged 94
		SP:Iteration 14Q (55439.110000 sec): 3 clusters
  Score: Raw -478150.646152 + Penalty 2726.394181 = -475424.251972
  nChanged 74
		SP:Iteration 15Q (55439.310000 sec): 3 clusters
  Score: Raw -478182.692313 + Penalty 2726.394181 = -475456.298132
  nChanged 50
		SP:Iteration 16Q (55439.460000 sec): 3 clusters
  Score: Raw -478201.616337 + Penalty 2726.394181 = -475475.222156
  nChanged 38
		SP:Iteration 17Q (55439.630000 sec): 3 clusters
  Score: Raw -478214.466463 + Penalty 2726.394181 = -475488.072283
  nChanged 26
		SP:Iteration 18Q (55439.840000 sec): 3 clusters
  Score: Raw -478221.706802 + Penalty 2726.394181 = -475495.312621
  nChanged 18
		SP:Iteration 19Q (55439.990000 sec): 3 clusters
  Score: Raw -478227.456746 + Penalty 2726.394181 = -475501.062565
  nChanged 13
		SP:Iteration 20F (55440.190000 sec): 3 clusters
  Score: Raw -478230.638562 + Penalty 2726.394181 = -475504.244382
  nChanged 10
		SP:Iteration 21Q (55440.390000 sec): 3 clusters
  Score: Raw -478232.862714 + Penalty 2726.394181 = -475506.468534
  nChanged 13
		SP:Iteration 22Q (55440.550000 sec): 3 clusters
  Score: Raw -478236.542714 + Penalty 2726.394181 = -475510.148533
  nChanged 17
		SP:Iteration 23Q (55440.720000 sec): 3 clusters
  Score: Raw -478241.767127 + Penalty 2726.394181 = -475515.372946
  nChanged 10
		SP:Iteration 24Q (55440.940000 sec): 3 clusters
  Score: Raw -478243.656607 + Penalty 2726.394181 = -475517.262426
  nChanged 5
		SP:Iteration 25Q (55441.080000 sec): 3 clusters
  Score: Raw -478245.248765 + Penalty 2726.394181 = -475518.854584
  nChanged 9
		SP:Iteration 26Q (55441.260000 sec): 3 clusters
  Score: Raw -478246.920634 + Penalty 2726.394181 = -475520.526454
  nChanged 7
		SP:Iteration 27Q (55441.490000 sec): 3 clusters
  Score: Raw -478249.023145 + Penalty 2726.394181 = -475522.628964
  nChanged 10
		SP:Iteration 28Q (55441.660000 sec): 3 clusters
  Score: Raw -478251.254373 + Penalty 2726.394181 = -475524.860192
  nChanged 6
		SP:Iteration 29Q (55441.880000 sec): 3 clusters
  Score: Raw -478252.621507 + Penalty 2726.394181 = -475526.227326
  nChanged 6
		SP:Iteration 30Q (55442.030000 sec): 3 clusters
  Score: Raw -478254.151946 + Penalty 2726.394181 = -475527.757765
  nChanged 6
		SP:Iteration 31Q (55442.200000 sec): 3 clusters
  Score: Raw -478255.324936 + Penalty 2726.394181 = -475528.930756
  nChanged 6
		SP:Iteration 32Q (55442.390000 sec): 3 clusters
  Score: Raw -478256.193941 + Penalty 2726.394181 = -475529.799760
  nChanged 9
		SP:Iteration 33Q (55442.580000 sec): 3 clusters
  Score: Raw -478258.264926 + Penalty 2726.394181 = -475531.870746
  nChanged 6
		SP:Iteration 34Q (55442.760000 sec): 3 clusters
  Score: Raw -478259.234147 + Penalty 2726.394181 = -475532.839966
  nChanged 8
		SP:Iteration 35Q (55442.970000 sec): 3 clusters
  Score: Raw -478260.679602 + Penalty 2726.394181 = -475534.285422
  nChanged 5
		SP:Iteration 36Q (55443.120000 sec): 3 clusters
  Score: Raw -478261.294578 + Penalty 2726.394181 = -475534.900397
  nChanged 3
		SP:Iteration 37Q (55443.320000 sec): 3 clusters
  Score: Raw -478261.606472 + Penalty 2726.394181 = -475535.212291
  nChanged 3
		SP:Iteration 38Q (55443.480000 sec): 3 clusters
  Score: Raw -478261.973240 + Penalty 2726.394181 = -475535.579059
  nChanged 2
		SP:Iteration 39Q (55443.630000 sec): 3 clusters
  Score: Raw -478262.141306 + Penalty 2726.394181 = -475535.747125
  nChanged 2
		SP:Iteration 40F (55443.820000 sec): 3 clusters
  Score: Raw -478262.426879 + Penalty 2726.394181 = -475536.032699
  nChanged 2
		SP:Iteration 41Q (55443.970000 sec): 3 clusters
  Score: Raw -478262.714234 + Penalty 2726.394181 = -475536.320054
  nChanged 3
		SP:Iteration 42Q (55444.130000 sec): 3 clusters
  Score: Raw -478263.396895 + Penalty 2726.394181 = -475537.002715
  nChanged 1
		SP:Iteration 43Q (55444.330000 sec): 3 clusters
  Score: Raw -478263.451865 + Penalty 2726.394181 = -475537.057685
  nChanged 0
		SP:Iteration 44F (55444.430000 sec): 3 clusters
  Score: Raw -478263.451865 + Penalty 2726.394181 = -475537.057685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55445.170000 sec): 2 clusters
  Score: Raw -10348912.812088 + Penalty 1860.690149 = -10347052.121940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55445.930000 sec): 3 clusters
  Score: Raw -10288265.143299 + Penalty 3721.380297 = -10284543.763002
  nChanged 44704
		SP:Iteration 1F (55446.610000 sec): 3 clusters
  Score: Raw -10313498.376994 + Penalty 3721.380297 = -10309776.996697
  nChanged 2892
		SP:Iteration 2Q (55447.310000 sec): 3 clusters
  Score: Raw -10314195.507044 + Penalty 3721.380297 = -10310474.126747
  nChanged 3177
		SP:Iteration 3Q (55448.050000 sec): 3 clusters
  Score: Raw -10315084.239330 + Penalty 3721.380297 = -10311362.859032
  nChanged 3446
		SP:Iteration 4Q (55448.770000 sec): 3 clusters
  Score: Raw -10316196.106527 + Penalty 3721.380297 = -10312474.726230
  nChanged 3881
		SP:Iteration 5Q (55449.460000 sec): 3 clusters
  Score: Raw -10317781.077554 + Penalty 3721.380297 = -10314059.697257
  nChanged 4583
		SP:Iteration 6Q (55450.220000 sec): 3 clusters
  Score: Raw -10320159.479001 + Penalty 3721.380297 = -10316438.098704
  nChanged 5374
		SP:Iteration 7F (55450.900000 sec): 3 clusters
  Score: Raw -10323682.195543 + Penalty 3721.380297 = -10319960.815246
  nChanged 5877
		SP:Iteration 8F (55451.640000 sec): 3 clusters
  Score: Raw -10328107.745304 + Penalty 3721.380297 = -10324386.365007
  nChanged 5641
		SP:Iteration 9F (55452.400000 sec): 3 clusters
  Score: Raw -10332419.872198 + Penalty 3721.380297 = -10328698.491901
  nChanged 4767
		SP:Iteration 10F (55453.180000 sec): 3 clusters
  Score: Raw -10335652.188946 + Penalty 3721.380297 = -10331930.808649
  nChanged 3589
		SP:Iteration 11Q (55453.990000 sec): 3 clusters
  Score: Raw -10337659.768172 + Penalty 3721.380297 = -10333938.387875
  nChanged 2823
		SP:Iteration 12Q (55454.710000 sec): 3 clusters
  Score: Raw -10339161.169651 + Penalty 3721.380297 = -10335439.789354
  nChanged 2429
		SP:Iteration 13Q (55455.450000 sec): 3 clusters
  Score: Raw -10340488.469533 + Penalty 3721.380297 = -10336767.089236
  nChanged 2319
		SP:Iteration 14Q (55456.240000 sec): 3 clusters
  Score: Raw -10341844.350096 + Penalty 3721.380297 = -10338122.969799
  nChanged 2147
		SP:Iteration 15Q (55457.040000 sec): 3 clusters
  Score: Raw -10343159.485442 + Penalty 3721.380297 = -10339438.105145
  nChanged 1901
		SP:Iteration 16Q (55457.810000 sec): 3 clusters
  Score: Raw -10344402.008708 + Penalty 3721.380297 = -10340680.628411
  nChanged 1655
		SP:Iteration 17Q (55458.580000 sec): 3 clusters
  Score: Raw -10345547.088841 + Penalty 3721.380297 = -10341825.708544
  nChanged 1398
		SP:Iteration 18Q (55459.300000 sec): 3 clusters
  Score: Raw -10346591.509614 + Penalty 3721.380297 = -10342870.129317
  nChanged 1097
		SP:Iteration 19Q (55459.950000 sec): 3 clusters
  Score: Raw -10347430.030741 + Penalty 3721.380297 = -10343708.650444
  nChanged 773
		SP:Iteration 20F (55460.620000 sec): 3 clusters
  Score: Raw -10348039.389633 + Penalty 3721.380297 = -10344318.009336
  nChanged 559
		SP:Iteration 21Q (55461.220000 sec): 3 clusters
  Score: Raw -10348474.701064 + Penalty 3721.380297 = -10344753.320766
  nChanged 409
		SP:Iteration 22Q (55461.830000 sec): 3 clusters
  Score: Raw -10348777.106465 + Penalty 3721.380297 = -10345055.726167
  nChanged 315
		SP:Iteration 23Q (55462.500000 sec): 3 clusters
  Score: Raw -10348990.099139 + Penalty 3721.380297 = -10345268.718842
  nChanged 239
		SP:Iteration 24Q (55463.220000 sec): 3 clusters
  Score: Raw -10349122.933242 + Penalty 3721.380297 = -10345401.552945
  nChanged 167
		SP:Iteration 25Q (55463.950000 sec): 3 clusters
  Score: Raw -10349202.551861 + Penalty 3721.380297 = -10345481.171564
  nChanged 121
		SP:Iteration 26Q (55464.680000 sec): 3 clusters
  Score: Raw -10349250.183142 + Penalty 3721.380297 = -10345528.802844
  nChanged 97
		SP:Iteration 27Q (55465.400000 sec): 3 clusters
  Score: Raw -10349286.542693 + Penalty 3721.380297 = -10345565.162396
  nChanged 82
		SP:Iteration 28Q (55466.130000 sec): 3 clusters
  Score: Raw -10349310.958068 + Penalty 3721.380297 = -10345589.577771
  nChanged 48
		SP:Iteration 29Q (55466.830000 sec): 3 clusters
  Score: Raw -10349324.556313 + Penalty 3721.380297 = -10345603.176016
  nChanged 50
		SP:Iteration 30Q (55467.550000 sec): 3 clusters
  Score: Raw -10349339.549933 + Penalty 3721.380297 = -10345618.169635
  nChanged 37
		SP:Iteration 31Q (55468.260000 sec): 3 clusters
  Score: Raw -10349352.338892 + Penalty 3721.380297 = -10345630.958595
  nChanged 29
		SP:Iteration 32Q (55468.990000 sec): 3 clusters
  Score: Raw -10349360.127470 + Penalty 3721.380297 = -10345638.747173
  nChanged 29
		SP:Iteration 33Q (55469.700000 sec): 3 clusters
  Score: Raw -10349368.428387 + Penalty 3721.380297 = -10345647.048089
  nChanged 23
		SP:Iteration 34Q (55470.430000 sec): 3 clusters
  Score: Raw -10349374.538286 + Penalty 3721.380297 = -10345653.157988
  nChanged 24
		SP:Iteration 35Q (55471.160000 sec): 3 clusters
  Score: Raw -10349378.857773 + Penalty 3721.380297 = -10345657.477476
  nChanged 12
		SP:Iteration 36Q (55471.860000 sec): 3 clusters
  Score: Raw -10349381.715977 + Penalty 3721.380297 = -10345660.335680
  nChanged 7
		SP:Iteration 37Q (55472.540000 sec): 3 clusters
  Score: Raw -10349383.201059 + Penalty 3721.380297 = -10345661.820761
  nChanged 9
		SP:Iteration 38Q (55473.240000 sec): 3 clusters
  Score: Raw -10349384.617903 + Penalty 3721.380297 = -10345663.237606
  nChanged 7
		SP:Iteration 39Q (55473.920000 sec): 3 clusters
  Score: Raw -10349386.197080 + Penalty 3721.380297 = -10345664.816783
  nChanged 8
		SP:Iteration 40F (55474.680000 sec): 3 clusters
  Score: Raw -10349387.644038 + Penalty 3721.380297 = -10345666.263740
  nChanged 7
		SP:Iteration 41Q (55475.430000 sec): 3 clusters
  Score: Raw -10349389.015596 + Penalty 3721.380297 = -10345667.635298
  nChanged 8
		SP:Iteration 42Q (55476.060000 sec): 3 clusters
  Score: Raw -10349390.413702 + Penalty 3721.380297 = -10345669.033405
  nChanged 10
		SP:Iteration 43Q (55476.670000 sec): 3 clusters
  Score: Raw -10349392.594812 + Penalty 3721.380297 = -10345671.214515
  nChanged 6
		SP:Iteration 44Q (55477.290000 sec): 3 clusters
  Score: Raw -10349394.215851 + Penalty 3721.380297 = -10345672.835553
  nChanged 8
		SP:Iteration 45Q (55477.970000 sec): 3 clusters
  Score: Raw -10349395.855015 + Penalty 3721.380297 = -10345674.474718
  nChanged 6
		SP:Iteration 46Q (55478.600000 sec): 3 clusters
  Score: Raw -10349397.331515 + Penalty 3721.380297 = -10345675.951217
  nChanged 8
		SP:Iteration 47Q (55479.200000 sec): 3 clusters
  Score: Raw -10349399.187106 + Penalty 3721.380297 = -10345677.806809
  nChanged 5
		SP:Iteration 48Q (55479.900000 sec): 3 clusters
  Score: Raw -10349400.299547 + Penalty 3721.380297 = -10345678.919250
  nChanged 4
		SP:Iteration 49Q (55480.630000 sec): 3 clusters
  Score: Raw -10349400.925930 + Penalty 3721.380297 = -10345679.545633
  nChanged 2
		SP:Iteration 50Q (55481.290000 sec): 3 clusters
  Score: Raw -10349401.528097 + Penalty 3721.380297 = -10345680.147800
  nChanged 6
		SP:Iteration 51Q (55481.950000 sec): 3 clusters
  Score: Raw -10349402.388263 + Penalty 3721.380297 = -10345681.007966
  nChanged 0
		SP:Iteration 52F (55482.720000 sec): 3 clusters
  Score: Raw -10349402.388263 + Penalty 3721.380297 = -10345681.007966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55482.890000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55483.110000 sec): 3 clusters
  Score: Raw -596590.641407 + Penalty 2801.125225 = -593789.516183
  nChanged 2279
		SP:Iteration 1F (55483.320000 sec): 3 clusters
  Score: Raw -597923.454614 + Penalty 2801.125225 = -595122.329390
  nChanged 445
		SP:Iteration 2F (55483.490000 sec): 3 clusters
  Score: Raw -598288.457418 + Penalty 2801.125225 = -595487.332193
  nChanged 416
		SP:Iteration 3F (55483.700000 sec): 3 clusters
  Score: Raw -598647.171080 + Penalty 2801.125225 = -595846.045855
  nChanged 386
		SP:Iteration 4F (55483.900000 sec): 3 clusters
  Score: Raw -598998.845159 + Penalty 2801.125225 = -596197.719934
  nChanged 320
		SP:Iteration 5F (55484.110000 sec): 3 clusters
  Score: Raw -599240.478543 + Penalty 2801.125225 = -596439.353319
  nChanged 267
		SP:Iteration 6Q (55484.320000 sec): 3 clusters
  Score: Raw -599455.953915 + Penalty 2801.125225 = -596654.828690
  nChanged 220
		SP:Iteration 7Q (55484.490000 sec): 3 clusters
  Score: Raw -599625.849751 + Penalty 2801.125225 = -596824.724526
  nChanged 183
		SP:Iteration 8Q (55484.700000 sec): 3 clusters
  Score: Raw -599758.844321 + Penalty 2801.125225 = -596957.719096
  nChanged 160
		SP:Iteration 9Q (55484.880000 sec): 3 clusters
  Score: Raw -599877.824834 + Penalty 2801.125225 = -597076.699609
  nChanged 143
		SP:Iteration 10Q (55485.080000 sec): 3 clusters
  Score: Raw -599973.615630 + Penalty 2801.125225 = -597172.490406
  nChanged 125
		SP:Iteration 11Q (55485.250000 sec): 3 clusters
  Score: Raw -600046.907536 + Penalty 2801.125225 = -597245.782311
  nChanged 96
		SP:Iteration 12Q (55485.490000 sec): 3 clusters
  Score: Raw -600107.701056 + Penalty 2801.125225 = -597306.575832
  nChanged 84
		SP:Iteration 13Q (55485.690000 sec): 3 clusters
  Score: Raw -600158.554766 + Penalty 2801.125225 = -597357.429541
  nChanged 68
		SP:Iteration 14Q (55485.880000 sec): 3 clusters
  Score: Raw -600190.771194 + Penalty 2801.125225 = -597389.645969
  nChanged 50
		SP:Iteration 15Q (55486.080000 sec): 3 clusters
  Score: Raw -600221.625110 + Penalty 2801.125225 = -597420.499885
  nChanged 47
		SP:Iteration 16Q (55486.240000 sec): 3 clusters
  Score: Raw -600246.479030 + Penalty 2801.125225 = -597445.353805
  nChanged 39
		SP:Iteration 17Q (55486.420000 sec): 3 clusters
  Score: Raw -600263.343639 + Penalty 2801.125225 = -597462.218414
  nChanged 31
		SP:Iteration 18Q (55486.660000 sec): 3 clusters
  Score: Raw -600271.289416 + Penalty 2801.125225 = -597470.164191
  nChanged 18
		SP:Iteration 19Q (55486.830000 sec): 3 clusters
  Score: Raw -600276.877694 + Penalty 2801.125225 = -597475.752470
  nChanged 21
		SP:Iteration 20F (55487.010000 sec): 3 clusters
  Score: Raw -600287.773025 + Penalty 2801.125225 = -597486.647800
  nChanged 22
		SP:Iteration 21Q (55487.190000 sec): 3 clusters
  Score: Raw -600298.303173 + Penalty 2801.125225 = -597497.177948
  nChanged 25
		SP:Iteration 22Q (55487.380000 sec): 3 clusters
  Score: Raw -600312.872434 + Penalty 2801.125225 = -597511.747210
  nChanged 31
		SP:Iteration 23Q (55487.590000 sec): 3 clusters
  Score: Raw -600323.389533 + Penalty 2801.125225 = -597522.264308
  nChanged 18
		SP:Iteration 24Q (55487.810000 sec): 3 clusters
  Score: Raw -600329.580039 + Penalty 2801.125225 = -597528.454814
  nChanged 20
		SP:Iteration 25Q (55487.970000 sec): 3 clusters
  Score: Raw -600334.499393 + Penalty 2801.125225 = -597533.374169
  nChanged 7
		SP:Iteration 26Q (55488.180000 sec): 3 clusters
  Score: Raw -600335.862017 + Penalty 2801.125225 = -597534.736792
  nChanged 4
		SP:Iteration 27Q (55488.350000 sec): 3 clusters
  Score: Raw -600336.727210 + Penalty 2801.125225 = -597535.601985
  nChanged 2
		SP:Iteration 28Q (55488.560000 sec): 3 clusters
  Score: Raw -600336.924786 + Penalty 2801.125225 = -597535.799561
  nChanged 2
		SP:Iteration 29Q (55488.750000 sec): 3 clusters
  Score: Raw -600337.238880 + Penalty 2801.125225 = -597536.113655
  nChanged 0
		SP:Iteration 30F (55488.910000 sec): 3 clusters
  Score: Raw -600337.238880 + Penalty 2801.125225 = -597536.113655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55489.130000 sec): 2 clusters
  Score: Raw -1977755.528743 + Penalty 1592.664411 = -1976162.864332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55489.380000 sec): 3 clusters
  Score: Raw -1967005.746165 + Penalty 3185.328822 = -1963820.417343
  nChanged 8076
		SP:Iteration 1F (55489.660000 sec): 3 clusters
  Score: Raw -1971475.801588 + Penalty 3185.328822 = -1968290.472766
  nChanged 1091
		SP:Iteration 2F (55489.920000 sec): 3 clusters
  Score: Raw -1972030.389920 + Penalty 3185.328822 = -1968845.061098
  nChanged 1071
		SP:Iteration 3F (55490.170000 sec): 3 clusters
  Score: Raw -1972611.945183 + Penalty 3185.328822 = -1969426.616360
  nChanged 1142
		SP:Iteration 4F (55490.460000 sec): 3 clusters
  Score: Raw -1973229.722184 + Penalty 3185.328822 = -1970044.393362
  nChanged 1043
		SP:Iteration 5F (55490.670000 sec): 3 clusters
  Score: Raw -1973816.391405 + Penalty 3185.328822 = -1970631.062583
  nChanged 992
		SP:Iteration 6F (55490.920000 sec): 3 clusters
  Score: Raw -1974420.398272 + Penalty 3185.328822 = -1971235.069449
  nChanged 911
		SP:Iteration 7F (55491.190000 sec): 3 clusters
  Score: Raw -1974990.922760 + Penalty 3185.328822 = -1971805.593938
  nChanged 851
		SP:Iteration 8Q (55491.410000 sec): 3 clusters
  Score: Raw -1975665.290662 + Penalty 3185.328822 = -1972479.961840
  nChanged 785
		SP:Iteration 9Q (55491.700000 sec): 3 clusters
  Score: Raw -1976308.569993 + Penalty 3185.328822 = -1973123.241170
  nChanged 616
		SP:Iteration 10Q (55491.950000 sec): 3 clusters
  Score: Raw -1976714.738824 + Penalty 3185.328822 = -1973529.410001
  nChanged 492
		SP:Iteration 11Q (55492.220000 sec): 3 clusters
  Score: Raw -1976963.363489 + Penalty 3185.328822 = -1973778.034666
  nChanged 366
		SP:Iteration 12Q (55492.450000 sec): 3 clusters
  Score: Raw -1977150.446875 + Penalty 3185.328822 = -1973965.118053
  nChanged 321
		SP:Iteration 13Q (55492.700000 sec): 3 clusters
  Score: Raw -1977301.510462 + Penalty 3185.328822 = -1974116.181640
  nChanged 279
		SP:Iteration 14Q (55492.970000 sec): 3 clusters
  Score: Raw -1977434.516556 + Penalty 3185.328822 = -1974249.187734
  nChanged 272
		SP:Iteration 15Q (55493.260000 sec): 3 clusters
  Score: Raw -1977565.046834 + Penalty 3185.328822 = -1974379.718012
  nChanged 237
		SP:Iteration 16Q (55493.560000 sec): 3 clusters
  Score: Raw -1977676.269326 + Penalty 3185.328822 = -1974490.940504
  nChanged 235
		SP:Iteration 17Q (55493.840000 sec): 3 clusters
  Score: Raw -1977779.977018 + Penalty 3185.328822 = -1974594.648196
  nChanged 211
		SP:Iteration 18Q (55494.140000 sec): 3 clusters
  Score: Raw -1977866.607075 + Penalty 3185.328822 = -1974681.278253
  nChanged 203
		SP:Iteration 19Q (55494.340000 sec): 3 clusters
  Score: Raw -1977946.413481 + Penalty 3185.328822 = -1974761.084658
  nChanged 175
		SP:Iteration 20F (55494.630000 sec): 3 clusters
  Score: Raw -1978010.591457 + Penalty 3185.328822 = -1974825.262635
  nChanged 150
		SP:Iteration 21Q (55494.930000 sec): 3 clusters
  Score: Raw -1978060.496231 + Penalty 3185.328822 = -1974875.167409
  nChanged 125
		SP:Iteration 22Q (55495.230000 sec): 3 clusters
  Score: Raw -1978106.816287 + Penalty 3185.328822 = -1974921.487464
  nChanged 107
		SP:Iteration 23Q (55495.490000 sec): 3 clusters
  Score: Raw -1978140.638170 + Penalty 3185.328822 = -1974955.309348
  nChanged 99
		SP:Iteration 24Q (55495.710000 sec): 3 clusters
  Score: Raw -1978171.344927 + Penalty 3185.328822 = -1974986.016104
  nChanged 86
		SP:Iteration 25Q (55495.970000 sec): 3 clusters
  Score: Raw -1978195.037337 + Penalty 3185.328822 = -1975009.708514
  nChanged 73
		SP:Iteration 26Q (55496.280000 sec): 3 clusters
  Score: Raw -1978217.891710 + Penalty 3185.328822 = -1975032.562888
  nChanged 90
		SP:Iteration 27Q (55496.500000 sec): 3 clusters
  Score: Raw -1978247.041400 + Penalty 3185.328822 = -1975061.712577
  nChanged 90
		SP:Iteration 28Q (55496.730000 sec): 3 clusters
  Score: Raw -1978273.526921 + Penalty 3185.328822 = -1975088.198098
  nChanged 70
		SP:Iteration 29Q (55496.970000 sec): 3 clusters
  Score: Raw -1978293.430830 + Penalty 3185.328822 = -1975108.102007
  nChanged 70
		SP:Iteration 30Q (55497.250000 sec): 3 clusters
  Score: Raw -1978314.975194 + Penalty 3185.328822 = -1975129.646371
  nChanged 66
		SP:Iteration 31Q (55497.520000 sec): 3 clusters
  Score: Raw -1978338.610661 + Penalty 3185.328822 = -1975153.281839
  nChanged 62
		SP:Iteration 32Q (55497.830000 sec): 3 clusters
  Score: Raw -1978356.787265 + Penalty 3185.328822 = -1975171.458443
  nChanged 58
		SP:Iteration 33Q (55498.100000 sec): 3 clusters
  Score: Raw -1978369.902380 + Penalty 3185.328822 = -1975184.573558
  nChanged 52
		SP:Iteration 34Q (55498.380000 sec): 3 clusters
  Score: Raw -1978382.551450 + Penalty 3185.328822 = -1975197.222628
  nChanged 51
		SP:Iteration 35Q (55498.680000 sec): 3 clusters
  Score: Raw -1978397.152066 + Penalty 3185.328822 = -1975211.823244
  nChanged 47
		SP:Iteration 36Q (55498.930000 sec): 3 clusters
  Score: Raw -1978409.913118 + Penalty 3185.328822 = -1975224.584295
  nChanged 40
		SP:Iteration 37Q (55499.220000 sec): 3 clusters
  Score: Raw -1978418.516183 + Penalty 3185.328822 = -1975233.187361
  nChanged 32
		SP:Iteration 38Q (55499.480000 sec): 3 clusters
  Score: Raw -1978424.032144 + Penalty 3185.328822 = -1975238.703322
  nChanged 24
		SP:Iteration 39Q (55499.730000 sec): 3 clusters
  Score: Raw -1978427.705011 + Penalty 3185.328822 = -1975242.376188
  nChanged 14
		SP:Iteration 40F (55500.000000 sec): 3 clusters
  Score: Raw -1978430.954789 + Penalty 3185.328822 = -1975245.625966
  nChanged 16
		SP:Iteration 41Q (55500.260000 sec): 3 clusters
  Score: Raw -1978434.697155 + Penalty 3185.328822 = -1975249.368333
  nChanged 24
		SP:Iteration 42Q (55500.490000 sec): 3 clusters
  Score: Raw -1978439.572013 + Penalty 3185.328822 = -1975254.243191
  nChanged 18
		SP:Iteration 43Q (55500.750000 sec): 3 clusters
  Score: Raw -1978443.785273 + Penalty 3185.328822 = -1975258.456450
  nChanged 22
		SP:Iteration 44Q (55501.000000 sec): 3 clusters
  Score: Raw -1978448.925972 + Penalty 3185.328822 = -1975263.597149
  nChanged 23
		SP:Iteration 45Q (55501.230000 sec): 3 clusters
  Score: Raw -1978454.219181 + Penalty 3185.328822 = -1975268.890359
  nChanged 23
		SP:Iteration 46Q (55501.450000 sec): 3 clusters
  Score: Raw -1978458.844775 + Penalty 3185.328822 = -1975273.515952
  nChanged 18
		SP:Iteration 47Q (55501.680000 sec): 3 clusters
  Score: Raw -1978462.184524 + Penalty 3185.328822 = -1975276.855701
  nChanged 15
		SP:Iteration 48Q (55501.900000 sec): 3 clusters
  Score: Raw -1978464.818749 + Penalty 3185.328822 = -1975279.489926
  nChanged 9
		SP:Iteration 49Q (55502.090000 sec): 3 clusters
  Score: Raw -1978466.638876 + Penalty 3185.328822 = -1975281.310053
  nChanged 14
		SP:Iteration 50Q (55502.340000 sec): 3 clusters
  Score: Raw -1978469.621360 + Penalty 3185.328822 = -1975284.292538
  nChanged 8
		SP:Iteration 51Q (55502.570000 sec): 3 clusters
  Score: Raw -1978470.744109 + Penalty 3185.328822 = -1975285.415286
  nChanged 8
		SP:Iteration 52Q (55502.850000 sec): 3 clusters
  Score: Raw -1978471.692333 + Penalty 3185.328822 = -1975286.363511
  nChanged 6
		SP:Iteration 53Q (55503.060000 sec): 3 clusters
  Score: Raw -1978472.843062 + Penalty 3185.328822 = -1975287.514240
  nChanged 7
		SP:Iteration 54Q (55503.320000 sec): 3 clusters
  Score: Raw -1978473.639929 + Penalty 3185.328822 = -1975288.311107
  nChanged 4
		SP:Iteration 55Q (55503.560000 sec): 3 clusters
  Score: Raw -1978474.170675 + Penalty 3185.328822 = -1975288.841853
  nChanged 3
		SP:Iteration 56Q (55503.850000 sec): 3 clusters
  Score: Raw -1978474.477320 + Penalty 3185.328822 = -1975289.148498
  nChanged 1
		SP:Iteration 57Q (55504.080000 sec): 3 clusters
  Score: Raw -1978474.555268 + Penalty 3185.328822 = -1975289.226445
  nChanged 0
		SP:Iteration 58F (55504.330000 sec): 3 clusters
  Score: Raw -1978474.555268 + Penalty 3185.328822 = -1975289.226445
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55504.450000 sec): 2 clusters
  Score: Raw -200992.779651 + Penalty 1247.049850 = -199745.729801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55504.630000 sec): 3 clusters
  Score: Raw -200136.423443 + Penalty 2494.099699 = -197642.323743
  nChanged 748
		SP:Iteration 1F (55504.830000 sec): 3 clusters
  Score: Raw -200836.653063 + Penalty 2494.099699 = -198342.553363
  nChanged 194
		SP:Iteration 2F (55504.970000 sec): 3 clusters
  Score: Raw -201101.844144 + Penalty 2494.099699 = -198607.744445
  nChanged 135
		SP:Iteration 3F (55505.130000 sec): 3 clusters
  Score: Raw -201268.209162 + Penalty 2494.099699 = -198774.109463
  nChanged 116
		SP:Iteration 4F (55505.320000 sec): 3 clusters
  Score: Raw -201417.477343 + Penalty 2494.099699 = -198923.377643
  nChanged 91
		SP:Iteration 5Q (55505.510000 sec): 3 clusters
  Score: Raw -201503.903389 + Penalty 2494.099699 = -199009.803690
  nChanged 56
		SP:Iteration 6Q (55505.670000 sec): 3 clusters
  Score: Raw -201564.009834 + Penalty 2494.099699 = -199069.910135
  nChanged 52
		SP:Iteration 7Q (55505.860000 sec): 3 clusters
  Score: Raw -201606.330577 + Penalty 2494.099699 = -199112.230878
  nChanged 42
		SP:Iteration 8Q (55506.000000 sec): 3 clusters
  Score: Raw -201630.947169 + Penalty 2494.099699 = -199136.847469
  nChanged 29
		SP:Iteration 9Q (55506.170000 sec): 3 clusters
  Score: Raw -201645.045174 + Penalty 2494.099699 = -199150.945475
  nChanged 22
		SP:Iteration 10Q (55506.360000 sec): 3 clusters
  Score: Raw -201655.631544 + Penalty 2494.099699 = -199161.531845
  nChanged 17
		SP:Iteration 11Q (55506.540000 sec): 3 clusters
  Score: Raw -201667.183563 + Penalty 2494.099699 = -199173.083864
  nChanged 17
		SP:Iteration 12Q (55506.710000 sec): 3 clusters
  Score: Raw -201675.851699 + Penalty 2494.099699 = -199181.752000
  nChanged 11
		SP:Iteration 13Q (55506.870000 sec): 3 clusters
  Score: Raw -201682.442383 + Penalty 2494.099699 = -199188.342684
  nChanged 11
		SP:Iteration 14Q (55507.070000 sec): 3 clusters
  Score: Raw -201688.274906 + Penalty 2494.099699 = -199194.175206
  nChanged 12
		SP:Iteration 15Q (55507.220000 sec): 3 clusters
  Score: Raw -201694.274461 + Penalty 2494.099699 = -199200.174762
  nChanged 4
		SP:Iteration 16Q (55507.420000 sec): 3 clusters
  Score: Raw -201695.690487 + Penalty 2494.099699 = -199201.590787
  nChanged 4
		SP:Iteration 17Q (55507.570000 sec): 3 clusters
  Score: Raw -201696.907426 + Penalty 2494.099699 = -199202.807727
  nChanged 4
		SP:Iteration 18Q (55507.760000 sec): 3 clusters
  Score: Raw -201698.803823 + Penalty 2494.099699 = -199204.704124
  nChanged 4
		SP:Iteration 19Q (55507.960000 sec): 3 clusters
  Score: Raw -201701.510441 + Penalty 2494.099699 = -199207.410742
  nChanged 4
		SP:Iteration 20F (55508.120000 sec): 3 clusters
  Score: Raw -201703.980264 + Penalty 2494.099699 = -199209.880565
  nChanged 2
		SP:Iteration 21Q (55508.290000 sec): 3 clusters
  Score: Raw -201704.922970 + Penalty 2494.099699 = -199210.823271
  nChanged 4
		SP:Iteration 22Q (55508.490000 sec): 3 clusters
  Score: Raw -201706.361258 + Penalty 2494.099699 = -199212.261559
  nChanged 2
		SP:Iteration 23Q (55508.660000 sec): 3 clusters
  Score: Raw -201707.054072 + Penalty 2494.099699 = -199212.954372
  nChanged 2
		SP:Iteration 24Q (55508.820000 sec): 3 clusters
  Score: Raw -201708.040382 + Penalty 2494.099699 = -199213.940682
  nChanged 2
		SP:Iteration 25Q (55509.000000 sec): 3 clusters
  Score: Raw -201708.577683 + Penalty 2494.099699 = -199214.477983
  nChanged 2
		SP:Iteration 26Q (55509.120000 sec): 3 clusters
  Score: Raw -201709.326756 + Penalty 2494.099699 = -199215.227057
  nChanged 2
		SP:Iteration 27Q (55509.310000 sec): 3 clusters
  Score: Raw -201709.723874 + Penalty 2494.099699 = -199215.624175
  nChanged 1
		SP:Iteration 28Q (55509.530000 sec): 3 clusters
  Score: Raw -201710.437912 + Penalty 2494.099699 = -199216.338213
  nChanged 1
		SP:Iteration 29Q (55509.660000 sec): 3 clusters
  Score: Raw -201711.139347 + Penalty 2494.099699 = -199217.039648
  nChanged 1
		SP:Iteration 30Q (55509.890000 sec): 3 clusters
  Score: Raw -201711.227943 + Penalty 2494.099699 = -199217.128243
  nChanged 0
		SP:Iteration 31F (55510.040000 sec): 3 clusters
  Score: Raw -201711.227943 + Penalty 2494.099699 = -199217.128243
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55510.150000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55510.320000 sec): 3 clusters
  Score: Raw -7560.285734 + Penalty 1440.015460 = -6120.270274
  nChanged 1
		SP:Iteration 1Q (55510.510000 sec): 3 clusters
  Score: Raw -7570.778198 + Penalty 1440.015460 = -6130.762739
  nChanged 0
		SP:Iteration 2F (55510.690000 sec): 3 clusters
  Score: Raw -7570.778198 + Penalty 1440.015460 = -6130.762739
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55510.800000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55510.980000 sec): 3 clusters
  Score: Raw -330472.521540 + Penalty 2605.732077 = -327866.789463
  nChanged 1134
		SP:Iteration 1F (55511.170000 sec): 3 clusters
  Score: Raw -331104.340751 + Penalty 2605.732077 = -328498.608674
  nChanged 234
		SP:Iteration 2F (55511.330000 sec): 3 clusters
  Score: Raw -331237.584623 + Penalty 2605.732077 = -328631.852546
  nChanged 144
		SP:Iteration 3Q (55511.480000 sec): 3 clusters
  Score: Raw -331316.143633 + Penalty 2605.732077 = -328710.411556
  nChanged 108
		SP:Iteration 4Q (55511.630000 sec): 3 clusters
  Score: Raw -331370.702661 + Penalty 2605.732077 = -328764.970584
  nChanged 95
		SP:Iteration 5Q (55511.810000 sec): 3 clusters
  Score: Raw -331419.187445 + Penalty 2605.732077 = -328813.455368
  nChanged 78
		SP:Iteration 6Q (55511.970000 sec): 3 clusters
  Score: Raw -331456.388610 + Penalty 2605.732077 = -328850.656533
  nChanged 63
		SP:Iteration 7Q (55512.140000 sec): 3 clusters
  Score: Raw -331485.779385 + Penalty 2605.732077 = -328880.047308
  nChanged 52
		SP:Iteration 8Q (55512.360000 sec): 3 clusters
  Score: Raw -331511.214149 + Penalty 2605.732077 = -328905.482072
  nChanged 49
		SP:Iteration 9Q (55512.520000 sec): 3 clusters
  Score: Raw -331536.718705 + Penalty 2605.732077 = -328930.986628
  nChanged 41
		SP:Iteration 10Q (55512.700000 sec): 3 clusters
  Score: Raw -331555.054798 + Penalty 2605.732077 = -328949.322721
  nChanged 25
		SP:Iteration 11Q (55512.910000 sec): 3 clusters
  Score: Raw -331567.665734 + Penalty 2605.732077 = -328961.933657
  nChanged 26
		SP:Iteration 12Q (55513.040000 sec): 3 clusters
  Score: Raw -331576.288144 + Penalty 2605.732077 = -328970.556067
  nChanged 21
		SP:Iteration 13Q (55513.210000 sec): 3 clusters
  Score: Raw -331589.033930 + Penalty 2605.732077 = -328983.301853
  nChanged 33
		SP:Iteration 14Q (55513.400000 sec): 3 clusters
  Score: Raw -331604.256405 + Penalty 2605.732077 = -328998.524328
  nChanged 25
		SP:Iteration 15Q (55513.600000 sec): 3 clusters
  Score: Raw -331612.332633 + Penalty 2605.732077 = -329006.600556
  nChanged 24
		SP:Iteration 16Q (55513.790000 sec): 3 clusters
  Score: Raw -331619.687792 + Penalty 2605.732077 = -329013.955715
  nChanged 11
		SP:Iteration 17Q (55513.920000 sec): 3 clusters
  Score: Raw -331622.620076 + Penalty 2605.732077 = -329016.887999
  nChanged 7
		SP:Iteration 18Q (55514.110000 sec): 3 clusters
  Score: Raw -331625.104390 + Penalty 2605.732077 = -329019.372313
  nChanged 13
		SP:Iteration 19Q (55514.300000 sec): 3 clusters
  Score: Raw -331631.444463 + Penalty 2605.732077 = -329025.712386
  nChanged 23
		SP:Iteration 20F (55514.480000 sec): 3 clusters
  Score: Raw -331644.425348 + Penalty 2605.732077 = -329038.693271
  nChanged 26
		SP:Iteration 21Q (55514.690000 sec): 3 clusters
  Score: Raw -331657.317364 + Penalty 2605.732077 = -329051.585287
  nChanged 22
		SP:Iteration 22Q (55514.860000 sec): 3 clusters
  Score: Raw -331666.130503 + Penalty 2605.732077 = -329060.398426
  nChanged 18
		SP:Iteration 23Q (55515.030000 sec): 3 clusters
  Score: Raw -331670.797522 + Penalty 2605.732077 = -329065.065445
  nChanged 17
		SP:Iteration 24Q (55515.230000 sec): 3 clusters
  Score: Raw -331677.381553 + Penalty 2605.732077 = -329071.649476
  nChanged 19
		SP:Iteration 25Q (55515.440000 sec): 3 clusters
  Score: Raw -331684.181334 + Penalty 2605.732077 = -329078.449257
  nChanged 25
		SP:Iteration 26Q (55515.580000 sec): 3 clusters
  Score: Raw -331694.122081 + Penalty 2605.732077 = -329088.390004
  nChanged 23
		SP:Iteration 27Q (55515.750000 sec): 3 clusters
  Score: Raw -331703.330864 + Penalty 2605.732077 = -329097.598787
  nChanged 26
		SP:Iteration 28Q (55515.920000 sec): 3 clusters
  Score: Raw -331712.031274 + Penalty 2605.732077 = -329106.299197
  nChanged 26
		SP:Iteration 29Q (55516.080000 sec): 3 clusters
  Score: Raw -331720.806315 + Penalty 2605.732077 = -329115.074238
  nChanged 24
		SP:Iteration 30Q (55516.240000 sec): 3 clusters
  Score: Raw -331729.176740 + Penalty 2605.732077 = -329123.444663
  nChanged 17
		SP:Iteration 31Q (55516.400000 sec): 3 clusters
  Score: Raw -331734.148150 + Penalty 2605.732077 = -329128.416073
  nChanged 22
		SP:Iteration 32Q (55516.590000 sec): 3 clusters
  Score: Raw -331743.327726 + Penalty 2605.732077 = -329137.595649
  nChanged 25
		SP:Iteration 33Q (55516.760000 sec): 3 clusters
  Score: Raw -331755.751173 + Penalty 2605.732077 = -329150.019096
  nChanged 29
		SP:Iteration 34Q (55516.960000 sec): 3 clusters
  Score: Raw -331769.297364 + Penalty 2605.732077 = -329163.565287
  nChanged 33
		SP:Iteration 35Q (55517.120000 sec): 3 clusters
  Score: Raw -331785.924485 + Penalty 2605.732077 = -329180.192408
  nChanged 40
		SP:Iteration 36Q (55517.330000 sec): 3 clusters
  Score: Raw -331809.427393 + Penalty 2605.732077 = -329203.695316
  nChanged 51
		SP:Iteration 37Q (55517.480000 sec): 3 clusters
  Score: Raw -331840.510882 + Penalty 2605.732077 = -329234.778805
  nChanged 49
		SP:Iteration 38Q (55517.650000 sec): 3 clusters
  Score: Raw -331875.033261 + Penalty 2605.732077 = -329269.301184
  nChanged 66
		SP:Iteration 39Q (55517.830000 sec): 3 clusters
  Score: Raw -331912.590756 + Penalty 2605.732077 = -329306.858679
  nChanged 59
		SP:Iteration 40F (55518.070000 sec): 3 clusters
  Score: Raw -331962.309841 + Penalty 2605.732077 = -329356.577764
  nChanged 81
		SP:Iteration 41Q (55518.220000 sec): 3 clusters
  Score: Raw -332010.725878 + Penalty 2605.732077 = -329404.993801
  nChanged 72
		SP:Iteration 42Q (55518.440000 sec): 3 clusters
  Score: Raw -332046.918833 + Penalty 2605.732077 = -329441.186756
  nChanged 61
		SP:Iteration 43Q (55518.620000 sec): 3 clusters
  Score: Raw -332076.626987 + Penalty 2605.732077 = -329470.894910
  nChanged 58
		SP:Iteration 44Q (55518.790000 sec): 3 clusters
  Score: Raw -332111.276448 + Penalty 2605.732077 = -329505.544371
  nChanged 51
		SP:Iteration 45Q (55518.970000 sec): 3 clusters
  Score: Raw -332142.689982 + Penalty 2605.732077 = -329536.957905
  nChanged 44
		SP:Iteration 46Q (55519.120000 sec): 3 clusters
  Score: Raw -332167.192604 + Penalty 2605.732077 = -329561.460527
  nChanged 46
		SP:Iteration 47Q (55519.250000 sec): 3 clusters
  Score: Raw -332193.165881 + Penalty 2605.732077 = -329587.433804
  nChanged 44
		SP:Iteration 48Q (55519.440000 sec): 3 clusters
  Score: Raw -332216.507749 + Penalty 2605.732077 = -329610.775673
  nChanged 37
		SP:Iteration 49Q (55519.620000 sec): 3 clusters
  Score: Raw -332233.149388 + Penalty 2605.732077 = -329627.417311
  nChanged 28
		SP:Iteration 50Q (55519.830000 sec): 3 clusters
  Score: Raw -332245.813665 + Penalty 2605.732077 = -329640.081588
  nChanged 26
		SP:Iteration 51Q (55519.990000 sec): 3 clusters
  Score: Raw -332256.403650 + Penalty 2605.732077 = -329650.671573
  nChanged 24
		SP:Iteration 52Q (55520.190000 sec): 3 clusters
  Score: Raw -332267.708186 + Penalty 2605.732077 = -329661.976109
  nChanged 23
		SP:Iteration 53Q (55520.340000 sec): 3 clusters
  Score: Raw -332276.964552 + Penalty 2605.732077 = -329671.232475
  nChanged 11
		SP:Iteration 54Q (55520.480000 sec): 3 clusters
  Score: Raw -332281.231032 + Penalty 2605.732077 = -329675.498955
  nChanged 7
		SP:Iteration 55Q (55520.660000 sec): 3 clusters
  Score: Raw -332283.663963 + Penalty 2605.732077 = -329677.931886
  nChanged 6
		SP:Iteration 56Q (55520.810000 sec): 3 clusters
  Score: Raw -332285.251850 + Penalty 2605.732077 = -329679.519773
  nChanged 5
		SP:Iteration 57Q (55520.970000 sec): 3 clusters
  Score: Raw -332287.287715 + Penalty 2605.732077 = -329681.555638
  nChanged 3
		SP:Iteration 58Q (55521.160000 sec): 3 clusters
  Score: Raw -332288.358043 + Penalty 2605.732077 = -329682.625966
  nChanged 1
		SP:Iteration 59Q (55521.360000 sec): 3 clusters
  Score: Raw -332288.504582 + Penalty 2605.732077 = -329682.772505
  nChanged 1
		SP:Iteration 60F (55521.530000 sec): 3 clusters
  Score: Raw -332288.624738 + Penalty 2605.732077 = -329682.892661
  nChanged 1
		SP:Iteration 61Q (55521.710000 sec): 3 clusters
  Score: Raw -332288.790271 + Penalty 2605.732077 = -329683.058194
  nChanged 0
		SP:Iteration 62F (55521.910000 sec): 3 clusters
  Score: Raw -332288.790271 + Penalty 2605.732077 = -329683.058194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55522.010000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55522.200000 sec): 3 clusters
  Score: Raw -119908.697308 + Penalty 2286.176077 = -117622.521230
  nChanged 363
		SP:Iteration 1F (55522.310000 sec): 3 clusters
  Score: Raw -120216.481988 + Penalty 2286.176077 = -117930.305910
  nChanged 102
		SP:Iteration 2F (55522.480000 sec): 3 clusters
  Score: Raw -120327.598321 + Penalty 2286.176077 = -118041.422244
  nChanged 57
		SP:Iteration 3F (55522.650000 sec): 3 clusters
  Score: Raw -120386.608648 + Penalty 2286.176077 = -118100.432570
  nChanged 41
		SP:Iteration 4Q (55522.820000 sec): 3 clusters
  Score: Raw -120429.609957 + Penalty 2286.176077 = -118143.433879
  nChanged 31
		SP:Iteration 5Q (55523.010000 sec): 3 clusters
  Score: Raw -120462.284915 + Penalty 2286.176077 = -118176.108838
  nChanged 28
		SP:Iteration 6Q (55523.150000 sec): 3 clusters
  Score: Raw -120491.979024 + Penalty 2286.176077 = -118205.802947
  nChanged 23
		SP:Iteration 7Q (55523.350000 sec): 3 clusters
  Score: Raw -120523.663577 + Penalty 2286.176077 = -118237.487500
  nChanged 30
		SP:Iteration 8Q (55523.510000 sec): 3 clusters
  Score: Raw -120565.968240 + Penalty 2286.176077 = -118279.792163
  nChanged 39
		SP:Iteration 9Q (55523.660000 sec): 3 clusters
  Score: Raw -120628.907615 + Penalty 2286.176077 = -118342.731537
  nChanged 29
		SP:Iteration 10Q (55523.830000 sec): 3 clusters
  Score: Raw -120666.585692 + Penalty 2286.176077 = -118380.409615
  nChanged 31
		SP:Iteration 11Q (55524.040000 sec): 3 clusters
  Score: Raw -120699.217806 + Penalty 2286.176077 = -118413.041729
  nChanged 16
		SP:Iteration 12Q (55524.190000 sec): 3 clusters
  Score: Raw -120716.157236 + Penalty 2286.176077 = -118429.981158
  nChanged 17
		SP:Iteration 13Q (55524.360000 sec): 3 clusters
  Score: Raw -120734.359440 + Penalty 2286.176077 = -118448.183363
  nChanged 16
		SP:Iteration 14Q (55524.550000 sec): 3 clusters
  Score: Raw -120754.836882 + Penalty 2286.176077 = -118468.660805
  nChanged 13
		SP:Iteration 15Q (55524.730000 sec): 3 clusters
  Score: Raw -120770.122809 + Penalty 2286.176077 = -118483.946732
  nChanged 10
		SP:Iteration 16Q (55524.880000 sec): 3 clusters
  Score: Raw -120783.528144 + Penalty 2286.176077 = -118497.352067
  nChanged 15
		SP:Iteration 17Q (55525.040000 sec): 3 clusters
  Score: Raw -120803.900422 + Penalty 2286.176077 = -118517.724344
  nChanged 12
		SP:Iteration 18Q (55525.210000 sec): 3 clusters
  Score: Raw -120822.811326 + Penalty 2286.176077 = -118536.635248
  nChanged 7
		SP:Iteration 19Q (55525.370000 sec): 3 clusters
  Score: Raw -120828.093072 + Penalty 2286.176077 = -118541.916995
  nChanged 4
		SP:Iteration 20F (55525.500000 sec): 3 clusters
  Score: Raw -120831.535634 + Penalty 2286.176077 = -118545.359557
  nChanged 8
		SP:Iteration 21Q (55525.650000 sec): 3 clusters
  Score: Raw -120839.205215 + Penalty 2286.176077 = -118553.029138
  nChanged 10
		SP:Iteration 22Q (55525.800000 sec): 3 clusters
  Score: Raw -120849.486658 + Penalty 2286.176077 = -118563.310581
  nChanged 8
		SP:Iteration 23Q (55525.990000 sec): 3 clusters
  Score: Raw -120860.642228 + Penalty 2286.176077 = -118574.466151
  nChanged 7
		SP:Iteration 24Q (55526.190000 sec): 3 clusters
  Score: Raw -120867.789351 + Penalty 2286.176077 = -118581.613274
  nChanged 7
		SP:Iteration 25Q (55526.340000 sec): 3 clusters
  Score: Raw -120875.044815 + Penalty 2286.176077 = -118588.868738
  nChanged 8
		SP:Iteration 26Q (55526.490000 sec): 3 clusters
  Score: Raw -120887.445211 + Penalty 2286.176077 = -118601.269133
  nChanged 6
		SP:Iteration 27Q (55526.660000 sec): 3 clusters
  Score: Raw -120892.023344 + Penalty 2286.176077 = -118605.847267
  nChanged 3
		SP:Iteration 28Q (55526.850000 sec): 3 clusters
  Score: Raw -120895.299703 + Penalty 2286.176077 = -118609.123626
  nChanged 6
		SP:Iteration 29Q (55526.990000 sec): 3 clusters
  Score: Raw -120899.698802 + Penalty 2286.176077 = -118613.522724
  nChanged 1
		SP:Iteration 30Q (55527.170000 sec): 3 clusters
  Score: Raw -120900.762741 + Penalty 2286.176077 = -118614.586664
  nChanged 0
		SP:Iteration 31F (55527.390000 sec): 3 clusters
  Score: Raw -120900.762741 + Penalty 2286.176077 = -118614.586664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55527.510000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55527.700000 sec): 3 clusters
  Score: Raw -860885.397646 + Penalty 2906.214823 = -857979.182823
  nChanged 3285
		SP:Iteration 1F (55527.900000 sec): 3 clusters
  Score: Raw -862864.188718 + Penalty 2906.214823 = -859957.973895
  nChanged 702
		SP:Iteration 2F (55528.110000 sec): 3 clusters
  Score: Raw -863405.048197 + Penalty 2906.214823 = -860498.833374
  nChanged 677
		SP:Iteration 3F (55528.310000 sec): 3 clusters
  Score: Raw -863981.596252 + Penalty 2906.214823 = -861075.381430
  nChanged 581
		SP:Iteration 4F (55528.490000 sec): 3 clusters
  Score: Raw -864410.735777 + Penalty 2906.214823 = -861504.520954
  nChanged 417
		SP:Iteration 5F (55528.700000 sec): 3 clusters
  Score: Raw -864662.720775 + Penalty 2906.214823 = -861756.505952
  nChanged 282
		SP:Iteration 6Q (55528.900000 sec): 3 clusters
  Score: Raw -864805.962242 + Penalty 2906.214823 = -861899.747419
  nChanged 192
		SP:Iteration 7Q (55529.110000 sec): 3 clusters
  Score: Raw -864883.225056 + Penalty 2906.214823 = -861977.010233
  nChanged 137
		SP:Iteration 8Q (55529.320000 sec): 3 clusters
  Score: Raw -864929.117725 + Penalty 2906.214823 = -862022.902902
  nChanged 112
		SP:Iteration 9Q (55529.540000 sec): 3 clusters
  Score: Raw -864962.247532 + Penalty 2906.214823 = -862056.032709
  nChanged 72
		SP:Iteration 10Q (55529.720000 sec): 3 clusters
  Score: Raw -864975.641531 + Penalty 2906.214823 = -862069.426708
  nChanged 39
		SP:Iteration 11Q (55529.940000 sec): 3 clusters
  Score: Raw -864983.226729 + Penalty 2906.214823 = -862077.011906
  nChanged 27
		SP:Iteration 12Q (55530.160000 sec): 3 clusters
  Score: Raw -864988.272555 + Penalty 2906.214823 = -862082.057732
  nChanged 17
		SP:Iteration 13Q (55530.400000 sec): 3 clusters
  Score: Raw -864991.272369 + Penalty 2906.214823 = -862085.057546
  nChanged 9
		SP:Iteration 14Q (55530.520000 sec): 3 clusters
  Score: Raw -864992.953277 + Penalty 2906.214823 = -862086.738454
  nChanged 7
		SP:Iteration 15Q (55530.680000 sec): 3 clusters
  Score: Raw -864994.187582 + Penalty 2906.214823 = -862087.972759
  nChanged 5
		SP:Iteration 16Q (55530.880000 sec): 3 clusters
  Score: Raw -864995.398385 + Penalty 2906.214823 = -862089.183562
  nChanged 9
		SP:Iteration 17Q (55531.090000 sec): 3 clusters
  Score: Raw -864996.785664 + Penalty 2906.214823 = -862090.570841
  nChanged 7
		SP:Iteration 18Q (55531.260000 sec): 3 clusters
  Score: Raw -864997.608347 + Penalty 2906.214823 = -862091.393524
  nChanged 2
		SP:Iteration 19Q (55531.410000 sec): 3 clusters
  Score: Raw -864997.841390 + Penalty 2906.214823 = -862091.626567
  nChanged 3
		SP:Iteration 20F (55531.600000 sec): 3 clusters
  Score: Raw -864998.187258 + Penalty 2906.214823 = -862091.972435
  nChanged 3
		SP:Iteration 21Q (55531.790000 sec): 3 clusters
  Score: Raw -864998.636262 + Penalty 2906.214823 = -862092.421439
  nChanged 2
		SP:Iteration 22Q (55531.970000 sec): 3 clusters
  Score: Raw -864998.898432 + Penalty 2906.214823 = -862092.683610
  nChanged 5
		SP:Iteration 23Q (55532.200000 sec): 3 clusters
  Score: Raw -864999.966693 + Penalty 2906.214823 = -862093.751870
  nChanged 5
		SP:Iteration 24Q (55532.360000 sec): 3 clusters
  Score: Raw -865000.559986 + Penalty 2906.214823 = -862094.345163
  nChanged 2
		SP:Iteration 25Q (55532.560000 sec): 3 clusters
  Score: Raw -865000.820786 + Penalty 2906.214823 = -862094.605963
  nChanged 4
		SP:Iteration 26Q (55532.790000 sec): 3 clusters
  Score: Raw -865001.452105 + Penalty 2906.214823 = -862095.237282
  nChanged 2
		SP:Iteration 27Q (55533.030000 sec): 3 clusters
  Score: Raw -865001.672867 + Penalty 2906.214823 = -862095.458044
  nChanged 1
		SP:Iteration 28Q (55533.240000 sec): 3 clusters
  Score: Raw -865001.849594 + Penalty 2906.214823 = -862095.634771
  nChanged 3
		SP:Iteration 29Q (55533.390000 sec): 3 clusters
  Score: Raw -865002.313127 + Penalty 2906.214823 = -862096.098304
  nChanged 3
		SP:Iteration 30Q (55533.650000 sec): 3 clusters
  Score: Raw -865002.668807 + Penalty 2906.214823 = -862096.453985
  nChanged 1
		SP:Iteration 31Q (55533.850000 sec): 3 clusters
  Score: Raw -865002.920210 + Penalty 2906.214823 = -862096.705387
  nChanged 1
		SP:Iteration 32Q (55533.930000 sec): 3 clusters
  Score: Raw -865002.988725 + Penalty 2906.214823 = -862096.773902
  nChanged 0
		SP:Iteration 33F (55534.140000 sec): 3 clusters
  Score: Raw -865002.988725 + Penalty 2906.214823 = -862096.773902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55534.540000 sec): 2 clusters
  Score: Raw -5331450.183899 + Penalty 1751.098955 = -5329699.084944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55535.040000 sec): 3 clusters
  Score: Raw -5301325.294342 + Penalty 3502.197911 = -5297823.096431
  nChanged 22465
		SP:Iteration 1F (55535.530000 sec): 3 clusters
  Score: Raw -5314294.180892 + Penalty 3502.197911 = -5310791.982982
  nChanged 2298
		SP:Iteration 2Q (55536.010000 sec): 3 clusters
  Score: Raw -5315232.834842 + Penalty 3502.197911 = -5311730.636931
  nChanged 2476
		SP:Iteration 3F (55536.470000 sec): 3 clusters
  Score: Raw -5316425.416213 + Penalty 3502.197911 = -5312923.218302
  nChanged 2745
		SP:Iteration 4F (55536.950000 sec): 3 clusters
  Score: Raw -5318102.091676 + Penalty 3502.197911 = -5314599.893765
  nChanged 3141
		SP:Iteration 5F (55537.440000 sec): 3 clusters
  Score: Raw -5320305.570132 + Penalty 3502.197911 = -5316803.372221
  nChanged 3216
		SP:Iteration 6F (55537.930000 sec): 3 clusters
  Score: Raw -5322756.756549 + Penalty 3502.197911 = -5319254.558638
  nChanged 3034
		SP:Iteration 7F (55538.350000 sec): 3 clusters
  Score: Raw -5324930.210637 + Penalty 3502.197911 = -5321428.012726
  nChanged 2405
		SP:Iteration 8F (55538.810000 sec): 3 clusters
  Score: Raw -5326251.829627 + Penalty 3502.197911 = -5322749.631716
  nChanged 1603
		SP:Iteration 9Q (55539.230000 sec): 3 clusters
  Score: Raw -5326889.473733 + Penalty 3502.197911 = -5323387.275822
  nChanged 995
		SP:Iteration 10Q (55539.660000 sec): 3 clusters
  Score: Raw -5327191.405657 + Penalty 3502.197911 = -5323689.207746
  nChanged 687
		SP:Iteration 11Q (55540.110000 sec): 3 clusters
  Score: Raw -5327362.192934 + Penalty 3502.197911 = -5323859.995023
  nChanged 540
		SP:Iteration 12Q (55540.530000 sec): 3 clusters
  Score: Raw -5327491.945450 + Penalty 3502.197911 = -5323989.747539
  nChanged 472
		SP:Iteration 13Q (55540.970000 sec): 3 clusters
  Score: Raw -5327607.058885 + Penalty 3502.197911 = -5324104.860974
  nChanged 444
		SP:Iteration 14Q (55541.420000 sec): 3 clusters
  Score: Raw -5327711.881152 + Penalty 3502.197911 = -5324209.683241
  nChanged 421
		SP:Iteration 15Q (55541.850000 sec): 3 clusters
  Score: Raw -5327794.686918 + Penalty 3502.197911 = -5324292.489007
  nChanged 345
		SP:Iteration 16Q (55542.290000 sec): 3 clusters
  Score: Raw -5327862.061974 + Penalty 3502.197911 = -5324359.864063
  nChanged 337
		SP:Iteration 17Q (55542.730000 sec): 3 clusters
  Score: Raw -5327922.207026 + Penalty 3502.197911 = -5324420.009115
  nChanged 328
		SP:Iteration 18Q (55543.210000 sec): 3 clusters
  Score: Raw -5327982.868386 + Penalty 3502.197911 = -5324480.670475
  nChanged 338
		SP:Iteration 19Q (55543.670000 sec): 3 clusters
  Score: Raw -5328035.202940 + Penalty 3502.197911 = -5324533.005029
  nChanged 281
		SP:Iteration 20F (55544.150000 sec): 3 clusters
  Score: Raw -5328080.001825 + Penalty 3502.197911 = -5324577.803914
  nChanged 284
		SP:Iteration 21Q (55544.580000 sec): 3 clusters
  Score: Raw -5328123.679934 + Penalty 3502.197911 = -5324621.482023
  nChanged 275
		SP:Iteration 22Q (55545.050000 sec): 3 clusters
  Score: Raw -5328164.184006 + Penalty 3502.197911 = -5324661.986095
  nChanged 219
		SP:Iteration 23Q (55545.470000 sec): 3 clusters
  Score: Raw -5328192.628072 + Penalty 3502.197911 = -5324690.430161
  nChanged 213
		SP:Iteration 24Q (55545.870000 sec): 3 clusters
  Score: Raw -5328222.441907 + Penalty 3502.197911 = -5324720.243996
  nChanged 221
		SP:Iteration 25Q (55546.310000 sec): 3 clusters
  Score: Raw -5328254.876580 + Penalty 3502.197911 = -5324752.678669
  nChanged 238
		SP:Iteration 26Q (55546.700000 sec): 3 clusters
  Score: Raw -5328291.289932 + Penalty 3502.197911 = -5324789.092021
  nChanged 243
		SP:Iteration 27Q (55547.150000 sec): 3 clusters
  Score: Raw -5328327.148335 + Penalty 3502.197911 = -5324824.950424
  nChanged 245
		SP:Iteration 28Q (55547.590000 sec): 3 clusters
  Score: Raw -5328358.249585 + Penalty 3502.197911 = -5324856.051674
  nChanged 212
		SP:Iteration 29Q (55548.090000 sec): 3 clusters
  Score: Raw -5328386.055341 + Penalty 3502.197911 = -5324883.857430
  nChanged 217
		SP:Iteration 30Q (55548.500000 sec): 3 clusters
  Score: Raw -5328416.791094 + Penalty 3502.197911 = -5324914.593183
  nChanged 231
		SP:Iteration 31Q (55548.960000 sec): 3 clusters
  Score: Raw -5328450.797313 + Penalty 3502.197911 = -5324948.599402
  nChanged 220
		SP:Iteration 32Q (55549.380000 sec): 3 clusters
  Score: Raw -5328482.542602 + Penalty 3502.197911 = -5324980.344691
  nChanged 233
		SP:Iteration 33Q (55549.800000 sec): 3 clusters
  Score: Raw -5328517.889754 + Penalty 3502.197911 = -5325015.691843
  nChanged 232
		SP:Iteration 34Q (55550.230000 sec): 3 clusters
  Score: Raw -5328552.899998 + Penalty 3502.197911 = -5325050.702087
  nChanged 237
		SP:Iteration 35Q (55550.720000 sec): 3 clusters
  Score: Raw -5328591.438238 + Penalty 3502.197911 = -5325089.240327
  nChanged 274
		SP:Iteration 36Q (55551.130000 sec): 3 clusters
  Score: Raw -5328641.068823 + Penalty 3502.197911 = -5325138.870912
  nChanged 283
		SP:Iteration 37Q (55551.600000 sec): 3 clusters
  Score: Raw -5328693.821827 + Penalty 3502.197911 = -5325191.623916
  nChanged 262
		SP:Iteration 38Q (55551.990000 sec): 3 clusters
  Score: Raw -5328741.785205 + Penalty 3502.197911 = -5325239.587294
  nChanged 283
		SP:Iteration 39Q (55552.440000 sec): 3 clusters
  Score: Raw -5328797.702586 + Penalty 3502.197911 = -5325295.504675
  nChanged 299
		SP:Iteration 40F (55552.870000 sec): 3 clusters
  Score: Raw -5328857.196875 + Penalty 3502.197911 = -5325354.998964
  nChanged 290
		SP:Iteration 41Q (55553.290000 sec): 3 clusters
  Score: Raw -5328919.935642 + Penalty 3502.197911 = -5325417.737731
  nChanged 289
		SP:Iteration 42Q (55553.680000 sec): 3 clusters
  Score: Raw -5328980.419454 + Penalty 3502.197911 = -5325478.221543
  nChanged 305
		SP:Iteration 43Q (55554.040000 sec): 3 clusters
  Score: Raw -5329051.490334 + Penalty 3502.197911 = -5325549.292423
  nChanged 325
		SP:Iteration 44Q (55554.470000 sec): 3 clusters
  Score: Raw -5329126.159936 + Penalty 3502.197911 = -5325623.962025
  nChanged 352
		SP:Iteration 45Q (55554.820000 sec): 3 clusters
  Score: Raw -5329207.408870 + Penalty 3502.197911 = -5325705.210959
  nChanged 344
		SP:Iteration 46Q (55555.230000 sec): 3 clusters
  Score: Raw -5329286.523968 + Penalty 3502.197911 = -5325784.326057
  nChanged 322
		SP:Iteration 47Q (55555.680000 sec): 3 clusters
  Score: Raw -5329357.428136 + Penalty 3502.197911 = -5325855.230226
  nChanged 316
		SP:Iteration 48Q (55556.110000 sec): 3 clusters
  Score: Raw -5329429.845194 + Penalty 3502.197911 = -5325927.647283
  nChanged 295
		SP:Iteration 49Q (55556.530000 sec): 3 clusters
  Score: Raw -5329489.759431 + Penalty 3502.197911 = -5325987.561521
  nChanged 263
		SP:Iteration 50Q (55557.060000 sec): 3 clusters
  Score: Raw -5329542.268743 + Penalty 3502.197911 = -5326040.070832
  nChanged 261
		SP:Iteration 51Q (55557.550000 sec): 3 clusters
  Score: Raw -5329591.925767 + Penalty 3502.197911 = -5326089.727856
  nChanged 287
		SP:Iteration 52Q (55558.040000 sec): 3 clusters
  Score: Raw -5329652.665181 + Penalty 3502.197911 = -5326150.467270
  nChanged 290
		SP:Iteration 53Q (55558.500000 sec): 3 clusters
  Score: Raw -5329716.620730 + Penalty 3502.197911 = -5326214.422819
  nChanged 296
		SP:Iteration 54Q (55558.930000 sec): 3 clusters
  Score: Raw -5329784.397472 + Penalty 3502.197911 = -5326282.199561
  nChanged 322
		SP:Iteration 55Q (55559.390000 sec): 3 clusters
  Score: Raw -5329864.871505 + Penalty 3502.197911 = -5326362.673594
  nChanged 319
		SP:Iteration 56Q (55559.850000 sec): 3 clusters
  Score: Raw -5329939.287148 + Penalty 3502.197911 = -5326437.089237
  nChanged 298
		SP:Iteration 57Q (55560.310000 sec): 3 clusters
  Score: Raw -5330015.569954 + Penalty 3502.197911 = -5326513.372043
  nChanged 307
		SP:Iteration 58Q (55560.800000 sec): 3 clusters
  Score: Raw -5330092.648166 + Penalty 3502.197911 = -5326590.450255
  nChanged 309
		SP:Iteration 59Q (55561.260000 sec): 3 clusters
  Score: Raw -5330169.313946 + Penalty 3502.197911 = -5326667.116035
  nChanged 313
		SP:Iteration 60F (55561.750000 sec): 3 clusters
  Score: Raw -5330249.272983 + Penalty 3502.197911 = -5326747.075072
  nChanged 303
		SP:Iteration 61Q (55562.170000 sec): 3 clusters
  Score: Raw -5330323.929348 + Penalty 3502.197911 = -5326821.731437
  nChanged 312
		SP:Iteration 62Q (55562.560000 sec): 3 clusters
  Score: Raw -5330398.072872 + Penalty 3502.197911 = -5326895.874961
  nChanged 287
		SP:Iteration 63Q (55563.030000 sec): 3 clusters
  Score: Raw -5330461.897154 + Penalty 3502.197911 = -5326959.699243
  nChanged 252
		SP:Iteration 64Q (55563.500000 sec): 3 clusters
  Score: Raw -5330517.547984 + Penalty 3502.197911 = -5327015.350074
  nChanged 301
		SP:Iteration 65Q (55564.000000 sec): 3 clusters
  Score: Raw -5330591.079110 + Penalty 3502.197911 = -5327088.881199
  nChanged 266
		SP:Iteration 66Q (55564.420000 sec): 3 clusters
  Score: Raw -5330649.991009 + Penalty 3502.197911 = -5327147.793098
  nChanged 255
		SP:Iteration 67Q (55564.860000 sec): 3 clusters
  Score: Raw -5330701.962841 + Penalty 3502.197911 = -5327199.764930
  nChanged 202
		SP:Iteration 68Q (55565.280000 sec): 3 clusters
  Score: Raw -5330742.099053 + Penalty 3502.197911 = -5327239.901142
  nChanged 223
		SP:Iteration 69Q (55565.720000 sec): 3 clusters
  Score: Raw -5330790.616435 + Penalty 3502.197911 = -5327288.418525
  nChanged 215
		SP:Iteration 70Q (55566.180000 sec): 3 clusters
  Score: Raw -5330836.394639 + Penalty 3502.197911 = -5327334.196728
  nChanged 215
		SP:Iteration 71Q (55566.620000 sec): 3 clusters
  Score: Raw -5330882.709711 + Penalty 3502.197911 = -5327380.511800
  nChanged 203
		SP:Iteration 72Q (55567.060000 sec): 3 clusters
  Score: Raw -5330929.105274 + Penalty 3502.197911 = -5327426.907363
  nChanged 228
		SP:Iteration 73Q (55567.540000 sec): 3 clusters
  Score: Raw -5330981.160670 + Penalty 3502.197911 = -5327478.962759
  nChanged 219
		SP:Iteration 74Q (55568.000000 sec): 3 clusters
  Score: Raw -5331035.513410 + Penalty 3502.197911 = -5327533.315499
  nChanged 232
		SP:Iteration 75Q (55568.470000 sec): 3 clusters
  Score: Raw -5331098.507014 + Penalty 3502.197911 = -5327596.309103
  nChanged 217
		SP:Iteration 76Q (55568.920000 sec): 3 clusters
  Score: Raw -5331159.408589 + Penalty 3502.197911 = -5327657.210678
  nChanged 230
		SP:Iteration 77Q (55569.350000 sec): 3 clusters
  Score: Raw -5331228.528162 + Penalty 3502.197911 = -5327726.330251
  nChanged 229
		SP:Iteration 78Q (55569.770000 sec): 3 clusters
  Score: Raw -5331304.200970 + Penalty 3502.197911 = -5327802.003059
  nChanged 234
		SP:Iteration 79Q (55570.230000 sec): 3 clusters
  Score: Raw -5331379.425247 + Penalty 3502.197911 = -5327877.227336
  nChanged 234
		SP:Iteration 80F (55570.640000 sec): 3 clusters
  Score: Raw -5331456.505051 + Penalty 3502.197911 = -5327954.307141
  nChanged 218
		SP:Iteration 81Q (55571.070000 sec): 3 clusters
  Score: Raw -5331537.298797 + Penalty 3502.197911 = -5328035.100886
  nChanged 232
		SP:Iteration 82Q (55571.470000 sec): 3 clusters
  Score: Raw -5331643.441210 + Penalty 3502.197911 = -5328141.243299
  nChanged 236
		SP:Iteration 83Q (55571.880000 sec): 3 clusters
  Score: Raw -5331773.798369 + Penalty 3502.197911 = -5328271.600458
  nChanged 257
		SP:Iteration 84Q (55572.290000 sec): 3 clusters
  Score: Raw -5331937.847153 + Penalty 3502.197911 = -5328435.649242
  nChanged 274
		SP:Iteration 85Q (55572.700000 sec): 3 clusters
  Score: Raw -5332125.710488 + Penalty 3502.197911 = -5328623.512577
  nChanged 245
		SP:Iteration 86Q (55573.130000 sec): 3 clusters
  Score: Raw -5332288.228197 + Penalty 3502.197911 = -5328786.030287
  nChanged 214
		SP:Iteration 87Q (55573.560000 sec): 3 clusters
  Score: Raw -5332420.520048 + Penalty 3502.197911 = -5328918.322137
  nChanged 188
		SP:Iteration 88Q (55574.000000 sec): 3 clusters
  Score: Raw -5332511.460387 + Penalty 3502.197911 = -5329009.262476
  nChanged 159
		SP:Iteration 89Q (55574.420000 sec): 3 clusters
  Score: Raw -5332569.790838 + Penalty 3502.197911 = -5329067.592927
  nChanged 107
		SP:Iteration 90Q (55574.880000 sec): 3 clusters
  Score: Raw -5332597.669685 + Penalty 3502.197911 = -5329095.471774
  nChanged 83
		SP:Iteration 91Q (55575.320000 sec): 3 clusters
  Score: Raw -5332615.680574 + Penalty 3502.197911 = -5329113.482663
  nChanged 52
		SP:Iteration 92Q (55575.700000 sec): 3 clusters
  Score: Raw -5332625.490630 + Penalty 3502.197911 = -5329123.292719
  nChanged 53
		SP:Iteration 93Q (55576.120000 sec): 3 clusters
  Score: Raw -5332635.241111 + Penalty 3502.197911 = -5329133.043200
  nChanged 35
		SP:Iteration 94Q (55576.550000 sec): 3 clusters
  Score: Raw -5332641.137860 + Penalty 3502.197911 = -5329138.939950
  nChanged 33
		SP:Iteration 95Q (55576.940000 sec): 3 clusters
  Score: Raw -5332646.666248 + Penalty 3502.197911 = -5329144.468337
  nChanged 21
		SP:Iteration 96Q (55577.340000 sec): 3 clusters
  Score: Raw -5332649.346285 + Penalty 3502.197911 = -5329147.148374
  nChanged 20
		SP:Iteration 97Q (55577.740000 sec): 3 clusters
  Score: Raw -5332652.026815 + Penalty 3502.197911 = -5329149.828905
  nChanged 21
		SP:Iteration 98Q (55578.150000 sec): 3 clusters
  Score: Raw -5332654.572528 + Penalty 3502.197911 = -5329152.374617
  nChanged 18
		SP:Iteration 99Q (55578.610000 sec): 3 clusters
  Score: Raw -5332657.399420 + Penalty 3502.197911 = -5329155.201510
  nChanged 19
		SP:Iteration 100F (55579.100000 sec): 3 clusters
  Score: Raw -5332660.199631 + Penalty 3502.197911 = -5329158.001720
  nChanged 15
		SP:Iteration 101Q (55579.580000 sec): 3 clusters
  Score: Raw -5332661.820533 + Penalty 3502.197911 = -5329159.622623
  nChanged 12
		SP:Iteration 102Q (55580.020000 sec): 3 clusters
  Score: Raw -5332663.507094 + Penalty 3502.197911 = -5329161.309183
  nChanged 8
		SP:Iteration 103Q (55580.450000 sec): 3 clusters
  Score: Raw -5332664.501582 + Penalty 3502.197911 = -5329162.303671
  nChanged 7
		SP:Iteration 104Q (55580.940000 sec): 3 clusters
  Score: Raw -5332665.355910 + Penalty 3502.197911 = -5329163.157999
  nChanged 5
		SP:Iteration 105Q (55581.430000 sec): 3 clusters
  Score: Raw -5332665.843648 + Penalty 3502.197911 = -5329163.645737
  nChanged 2
		SP:Iteration 106Q (55581.850000 sec): 3 clusters
  Score: Raw -5332665.953331 + Penalty 3502.197911 = -5329163.755420
  nChanged 1
		SP:Iteration 107Q (55582.280000 sec): 3 clusters
  Score: Raw -5332665.989597 + Penalty 3502.197911 = -5329163.791686
  nChanged 0
		SP:Iteration 108F (55582.770000 sec): 3 clusters
  Score: Raw -5332665.989597 + Penalty 3502.197911 = -5329163.791686
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55582.960000 sec): 2 clusters
  Score: Raw -1353935.111230 + Penalty 1531.005657 = -1352404.105574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55583.210000 sec): 3 clusters
  Score: Raw -1346828.637845 + Penalty 3062.011313 = -1343766.626532
  nChanged 5340
		SP:Iteration 1F (55583.500000 sec): 3 clusters
  Score: Raw -1349682.729025 + Penalty 3062.011313 = -1346620.717711
  nChanged 780
		SP:Iteration 2F (55583.760000 sec): 3 clusters
  Score: Raw -1350049.625837 + Penalty 3062.011313 = -1346987.614524
  nChanged 726
		SP:Iteration 3F (55584.000000 sec): 3 clusters
  Score: Raw -1350423.907168 + Penalty 3062.011313 = -1347361.895854
  nChanged 711
		SP:Iteration 4F (55584.280000 sec): 3 clusters
  Score: Raw -1350818.253930 + Penalty 3062.011313 = -1347756.242616
  nChanged 700
		SP:Iteration 5F (55584.490000 sec): 3 clusters
  Score: Raw -1351301.484921 + Penalty 3062.011313 = -1348239.473607
  nChanged 779
		SP:Iteration 6F (55584.710000 sec): 3 clusters
  Score: Raw -1351848.862718 + Penalty 3062.011313 = -1348786.851405
  nChanged 720
		SP:Iteration 7F (55584.930000 sec): 3 clusters
  Score: Raw -1352340.417410 + Penalty 3062.011313 = -1349278.406096
  nChanged 617
		SP:Iteration 8Q (55585.170000 sec): 3 clusters
  Score: Raw -1352782.376758 + Penalty 3062.011313 = -1349720.365444
  nChanged 518
		SP:Iteration 9Q (55585.440000 sec): 3 clusters
  Score: Raw -1353137.807123 + Penalty 3062.011313 = -1350075.795809
  nChanged 421
		SP:Iteration 10Q (55585.690000 sec): 3 clusters
  Score: Raw -1353404.769107 + Penalty 3062.011313 = -1350342.757794
  nChanged 361
		SP:Iteration 11Q (55585.910000 sec): 3 clusters
  Score: Raw -1353645.484094 + Penalty 3062.011313 = -1350583.472780
  nChanged 317
		SP:Iteration 12Q (55586.140000 sec): 3 clusters
  Score: Raw -1353856.007545 + Penalty 3062.011313 = -1350793.996231
  nChanged 269
		SP:Iteration 13Q (55586.390000 sec): 3 clusters
  Score: Raw -1354051.701327 + Penalty 3062.011313 = -1350989.690013
  nChanged 250
		SP:Iteration 14Q (55586.610000 sec): 3 clusters
  Score: Raw -1354235.339986 + Penalty 3062.011313 = -1351173.328672
  nChanged 258
		SP:Iteration 15Q (55586.850000 sec): 3 clusters
  Score: Raw -1354439.253513 + Penalty 3062.011313 = -1351377.242200
  nChanged 249
		SP:Iteration 16Q (55587.050000 sec): 3 clusters
  Score: Raw -1354627.930017 + Penalty 3062.011313 = -1351565.918703
  nChanged 236
		SP:Iteration 17Q (55587.270000 sec): 3 clusters
  Score: Raw -1354800.435428 + Penalty 3062.011313 = -1351738.424115
  nChanged 202
		SP:Iteration 18Q (55587.510000 sec): 3 clusters
  Score: Raw -1354933.207047 + Penalty 3062.011313 = -1351871.195733
  nChanged 190
		SP:Iteration 19Q (55587.710000 sec): 3 clusters
  Score: Raw -1355056.411510 + Penalty 3062.011313 = -1351994.400197
  nChanged 172
		SP:Iteration 20F (55587.950000 sec): 3 clusters
  Score: Raw -1355151.047006 + Penalty 3062.011313 = -1352089.035693
  nChanged 161
		SP:Iteration 21Q (55588.170000 sec): 3 clusters
  Score: Raw -1355219.296142 + Penalty 3062.011313 = -1352157.284829
  nChanged 113
		SP:Iteration 22Q (55588.450000 sec): 3 clusters
  Score: Raw -1355257.632263 + Penalty 3062.011313 = -1352195.620949
  nChanged 74
		SP:Iteration 23Q (55588.630000 sec): 3 clusters
  Score: Raw -1355282.203394 + Penalty 3062.011313 = -1352220.192080
  nChanged 66
		SP:Iteration 24Q (55588.900000 sec): 3 clusters
  Score: Raw -1355301.277558 + Penalty 3062.011313 = -1352239.266245
  nChanged 63
		SP:Iteration 25Q (55589.100000 sec): 3 clusters
  Score: Raw -1355318.883204 + Penalty 3062.011313 = -1352256.871890
  nChanged 50
		SP:Iteration 26Q (55589.320000 sec): 3 clusters
  Score: Raw -1355330.622293 + Penalty 3062.011313 = -1352268.610980
  nChanged 38
		SP:Iteration 27Q (55589.530000 sec): 3 clusters
  Score: Raw -1355336.815998 + Penalty 3062.011313 = -1352274.804684
  nChanged 23
		SP:Iteration 28Q (55589.760000 sec): 3 clusters
  Score: Raw -1355339.974738 + Penalty 3062.011313 = -1352277.963425
  nChanged 11
		SP:Iteration 29Q (55589.960000 sec): 3 clusters
  Score: Raw -1355341.397902 + Penalty 3062.011313 = -1352279.386589
  nChanged 9
		SP:Iteration 30Q (55590.170000 sec): 3 clusters
  Score: Raw -1355342.338908 + Penalty 3062.011313 = -1352280.327595
  nChanged 7
		SP:Iteration 31Q (55590.430000 sec): 3 clusters
  Score: Raw -1355342.858883 + Penalty 3062.011313 = -1352280.847570
  nChanged 1
		SP:Iteration 32Q (55590.630000 sec): 3 clusters
  Score: Raw -1355342.906741 + Penalty 3062.011313 = -1352280.895428
  nChanged 2
		SP:Iteration 33Q (55590.840000 sec): 3 clusters
  Score: Raw -1355343.030172 + Penalty 3062.011313 = -1352281.018859
  nChanged 3
		SP:Iteration 34Q (55591.080000 sec): 3 clusters
  Score: Raw -1355343.338077 + Penalty 3062.011313 = -1352281.326764
  nChanged 2
		SP:Iteration 35Q (55591.310000 sec): 3 clusters
  Score: Raw -1355343.410978 + Penalty 3062.011313 = -1352281.399665
  nChanged 0
		SP:Iteration 36F (55591.540000 sec): 3 clusters
  Score: Raw -1355343.410978 + Penalty 3062.011313 = -1352281.399665
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55591.670000 sec): 2 clusters
  Score: Raw -557451.226490 + Penalty 1391.041061 = -556060.185429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55591.830000 sec): 3 clusters
  Score: Raw -554775.921296 + Penalty 2782.082121 = -551993.839175
  nChanged 2110
		SP:Iteration 1F (55592.020000 sec): 3 clusters
  Score: Raw -555950.725116 + Penalty 2782.082121 = -553168.642994
  nChanged 395
		SP:Iteration 2F (55592.170000 sec): 3 clusters
  Score: Raw -556202.722916 + Penalty 2782.082121 = -553420.640795
  nChanged 360
		SP:Iteration 3F (55592.380000 sec): 3 clusters
  Score: Raw -556467.350050 + Penalty 2782.082121 = -553685.267929
  nChanged 342
		SP:Iteration 4F (55592.540000 sec): 3 clusters
  Score: Raw -556727.987699 + Penalty 2782.082121 = -553945.905577
  nChanged 301
		SP:Iteration 5F (55592.690000 sec): 3 clusters
  Score: Raw -556964.265607 + Penalty 2782.082121 = -554182.183486
  nChanged 258
		SP:Iteration 6Q (55592.900000 sec): 3 clusters
  Score: Raw -557182.198711 + Penalty 2782.082121 = -554400.116590
  nChanged 225
		SP:Iteration 7Q (55593.080000 sec): 3 clusters
  Score: Raw -557352.829867 + Penalty 2782.082121 = -554570.747746
  nChanged 177
		SP:Iteration 8Q (55593.240000 sec): 3 clusters
  Score: Raw -557481.959371 + Penalty 2782.082121 = -554699.877249
  nChanged 137
		SP:Iteration 9Q (55593.430000 sec): 3 clusters
  Score: Raw -557568.334225 + Penalty 2782.082121 = -554786.252103
  nChanged 110
		SP:Iteration 10Q (55593.570000 sec): 3 clusters
  Score: Raw -557639.688025 + Penalty 2782.082121 = -554857.605904
  nChanged 89
		SP:Iteration 11Q (55593.760000 sec): 3 clusters
  Score: Raw -557697.310945 + Penalty 2782.082121 = -554915.228823
  nChanged 80
		SP:Iteration 12Q (55593.980000 sec): 3 clusters
  Score: Raw -557736.518854 + Penalty 2782.082121 = -554954.436733
  nChanged 54
		SP:Iteration 13Q (55594.180000 sec): 3 clusters
  Score: Raw -557760.788228 + Penalty 2782.082121 = -554978.706107
  nChanged 48
		SP:Iteration 14Q (55594.370000 sec): 3 clusters
  Score: Raw -557783.228138 + Penalty 2782.082121 = -555001.146017
  nChanged 34
		SP:Iteration 15Q (55594.550000 sec): 3 clusters
  Score: Raw -557795.968322 + Penalty 2782.082121 = -555013.886201
  nChanged 28
		SP:Iteration 16Q (55594.690000 sec): 3 clusters
  Score: Raw -557807.320449 + Penalty 2782.082121 = -555025.238328
  nChanged 24
		SP:Iteration 17Q (55594.870000 sec): 3 clusters
  Score: Raw -557816.464457 + Penalty 2782.082121 = -555034.382336
  nChanged 17
		SP:Iteration 18Q (55595.090000 sec): 3 clusters
  Score: Raw -557822.273799 + Penalty 2782.082121 = -555040.191678
  nChanged 17
		SP:Iteration 19Q (55595.250000 sec): 3 clusters
  Score: Raw -557828.097031 + Penalty 2782.082121 = -555046.014910
  nChanged 19
		SP:Iteration 20F (55595.450000 sec): 3 clusters
  Score: Raw -557834.373764 + Penalty 2782.082121 = -555052.291643
  nChanged 15
		SP:Iteration 21Q (55595.660000 sec): 3 clusters
  Score: Raw -557840.331699 + Penalty 2782.082121 = -555058.249578
  nChanged 13
		SP:Iteration 22Q (55595.870000 sec): 3 clusters
  Score: Raw -557845.818531 + Penalty 2782.082121 = -555063.736410
  nChanged 10
		SP:Iteration 23Q (55596.060000 sec): 3 clusters
  Score: Raw -557848.455903 + Penalty 2782.082121 = -555066.373782
  nChanged 9
		SP:Iteration 24Q (55596.280000 sec): 3 clusters
  Score: Raw -557851.134287 + Penalty 2782.082121 = -555069.052166
  nChanged 6
		SP:Iteration 25Q (55596.490000 sec): 3 clusters
  Score: Raw -557852.668202 + Penalty 2782.082121 = -555070.586080
  nChanged 8
		SP:Iteration 26Q (55596.670000 sec): 3 clusters
  Score: Raw -557855.041154 + Penalty 2782.082121 = -555072.959032
  nChanged 3
		SP:Iteration 27Q (55596.840000 sec): 3 clusters
  Score: Raw -557856.112961 + Penalty 2782.082121 = -555074.030840
  nChanged 4
		SP:Iteration 28Q (55597.020000 sec): 3 clusters
  Score: Raw -557857.513386 + Penalty 2782.082121 = -555075.431265
  nChanged 2
		SP:Iteration 29Q (55597.210000 sec): 3 clusters
  Score: Raw -557857.873581 + Penalty 2782.082121 = -555075.791460
  nChanged 4
		SP:Iteration 30Q (55597.410000 sec): 3 clusters
  Score: Raw -557858.887195 + Penalty 2782.082121 = -555076.805073
  nChanged 1
		SP:Iteration 31Q (55597.590000 sec): 3 clusters
  Score: Raw -557859.268047 + Penalty 2782.082121 = -555077.185926
  nChanged 4
		SP:Iteration 32Q (55597.750000 sec): 3 clusters
  Score: Raw -557860.464491 + Penalty 2782.082121 = -555078.382370
  nChanged 5
		SP:Iteration 33Q (55597.910000 sec): 3 clusters
  Score: Raw -557862.031968 + Penalty 2782.082121 = -555079.949847
  nChanged 6
		SP:Iteration 34Q (55598.130000 sec): 3 clusters
  Score: Raw -557864.539268 + Penalty 2782.082121 = -555082.457147
  nChanged 5
		SP:Iteration 35Q (55598.310000 sec): 3 clusters
  Score: Raw -557866.307120 + Penalty 2782.082121 = -555084.224999
  nChanged 2
		SP:Iteration 36Q (55598.520000 sec): 3 clusters
  Score: Raw -557867.048292 + Penalty 2782.082121 = -555084.966171
  nChanged 4
		SP:Iteration 37Q (55598.700000 sec): 3 clusters
  Score: Raw -557868.185042 + Penalty 2782.082121 = -555086.102920
  nChanged 4
		SP:Iteration 38Q (55598.900000 sec): 3 clusters
  Score: Raw -557868.807994 + Penalty 2782.082121 = -555086.725873
  nChanged 0
		SP:Iteration 39F (55599.090000 sec): 3 clusters
  Score: Raw -557868.807994 + Penalty 2782.082121 = -555086.725873
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55599.200000 sec): 2 clusters
  Score: Raw -317671.996805 + Penalty 1302.222048 = -316369.774757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55599.360000 sec): 3 clusters
  Score: Raw -316301.937271 + Penalty 2604.444096 = -313697.493175
  nChanged 1116
		SP:Iteration 1F (55599.560000 sec): 3 clusters
  Score: Raw -316978.930406 + Penalty 2604.444096 = -314374.486309
  nChanged 234
		SP:Iteration 2F (55599.730000 sec): 3 clusters
  Score: Raw -317131.051434 + Penalty 2604.444096 = -314526.607338
  nChanged 169
		SP:Iteration 3F (55599.920000 sec): 3 clusters
  Score: Raw -317241.443031 + Penalty 2604.444096 = -314636.998935
  nChanged 122
		SP:Iteration 4Q (55600.100000 sec): 3 clusters
  Score: Raw -317316.803247 + Penalty 2604.444096 = -314712.359151
  nChanged 84
		SP:Iteration 5Q (55600.330000 sec): 3 clusters
  Score: Raw -317373.218860 + Penalty 2604.444096 = -314768.774764
  nChanged 64
		SP:Iteration 6Q (55600.500000 sec): 3 clusters
  Score: Raw -317422.024275 + Penalty 2604.444096 = -314817.580178
  nChanged 70
		SP:Iteration 7Q (55600.670000 sec): 3 clusters
  Score: Raw -317474.202298 + Penalty 2604.444096 = -314869.758202
  nChanged 61
		SP:Iteration 8Q (55600.830000 sec): 3 clusters
  Score: Raw -317535.287570 + Penalty 2604.444096 = -314930.843474
  nChanged 74
		SP:Iteration 9Q (55600.950000 sec): 3 clusters
  Score: Raw -317576.985307 + Penalty 2604.444096 = -314972.541210
  nChanged 55
		SP:Iteration 10Q (55601.130000 sec): 3 clusters
  Score: Raw -317601.469467 + Penalty 2604.444096 = -314997.025371
  nChanged 37
		SP:Iteration 11Q (55601.300000 sec): 3 clusters
  Score: Raw -317620.169328 + Penalty 2604.444096 = -315015.725231
  nChanged 35
		SP:Iteration 12Q (55601.450000 sec): 3 clusters
  Score: Raw -317636.400599 + Penalty 2604.444096 = -315031.956503
  nChanged 29
		SP:Iteration 13Q (55601.630000 sec): 3 clusters
  Score: Raw -317653.497306 + Penalty 2604.444096 = -315049.053210
  nChanged 37
		SP:Iteration 14Q (55601.810000 sec): 3 clusters
  Score: Raw -317672.638031 + Penalty 2604.444096 = -315068.193935
  nChanged 45
		SP:Iteration 15Q (55601.970000 sec): 3 clusters
  Score: Raw -317700.829102 + Penalty 2604.444096 = -315096.385005
  nChanged 48
		SP:Iteration 16Q (55602.130000 sec): 3 clusters
  Score: Raw -317730.093037 + Penalty 2604.444096 = -315125.648940
  nChanged 49
		SP:Iteration 17Q (55602.270000 sec): 3 clusters
  Score: Raw -317754.029810 + Penalty 2604.444096 = -315149.585714
  nChanged 47
		SP:Iteration 18Q (55602.410000 sec): 3 clusters
  Score: Raw -317778.048641 + Penalty 2604.444096 = -315173.604544
  nChanged 44
		SP:Iteration 19Q (55602.540000 sec): 3 clusters
  Score: Raw -317801.550775 + Penalty 2604.444096 = -315197.106679
  nChanged 25
		SP:Iteration 20F (55602.690000 sec): 3 clusters
  Score: Raw -317817.427063 + Penalty 2604.444096 = -315212.982966
  nChanged 36
		SP:Iteration 21Q (55602.830000 sec): 3 clusters
  Score: Raw -317835.487074 + Penalty 2604.444096 = -315231.042977
  nChanged 34
		SP:Iteration 22Q (55603.010000 sec): 3 clusters
  Score: Raw -317850.174386 + Penalty 2604.444096 = -315245.730290
  nChanged 26
		SP:Iteration 23Q (55603.180000 sec): 3 clusters
  Score: Raw -317863.774125 + Penalty 2604.444096 = -315259.330029
  nChanged 24
		SP:Iteration 24Q (55603.410000 sec): 3 clusters
  Score: Raw -317872.099079 + Penalty 2604.444096 = -315267.654983
  nChanged 17
		SP:Iteration 25Q (55603.580000 sec): 3 clusters
  Score: Raw -317881.414991 + Penalty 2604.444096 = -315276.970894
  nChanged 16
		SP:Iteration 26Q (55603.730000 sec): 3 clusters
  Score: Raw -317888.893422 + Penalty 2604.444096 = -315284.449325
  nChanged 11
		SP:Iteration 27Q (55603.930000 sec): 3 clusters
  Score: Raw -317894.435623 + Penalty 2604.444096 = -315289.991527
  nChanged 13
		SP:Iteration 28Q (55604.090000 sec): 3 clusters
  Score: Raw -317900.886123 + Penalty 2604.444096 = -315296.442027
  nChanged 15
		SP:Iteration 29Q (55604.250000 sec): 3 clusters
  Score: Raw -317906.233724 + Penalty 2604.444096 = -315301.789627
  nChanged 12
		SP:Iteration 30Q (55604.420000 sec): 3 clusters
  Score: Raw -317910.899930 + Penalty 2604.444096 = -315306.455834
  nChanged 13
		SP:Iteration 31Q (55604.590000 sec): 3 clusters
  Score: Raw -317916.011871 + Penalty 2604.444096 = -315311.567775
  nChanged 16
		SP:Iteration 32Q (55604.770000 sec): 3 clusters
  Score: Raw -317922.365672 + Penalty 2604.444096 = -315317.921576
  nChanged 14
		SP:Iteration 33Q (55604.910000 sec): 3 clusters
  Score: Raw -317927.668647 + Penalty 2604.444096 = -315323.224550
  nChanged 14
		SP:Iteration 34Q (55605.050000 sec): 3 clusters
  Score: Raw -317933.986368 + Penalty 2604.444096 = -315329.542272
  nChanged 15
		SP:Iteration 35Q (55605.230000 sec): 3 clusters
  Score: Raw -317939.565498 + Penalty 2604.444096 = -315335.121401
  nChanged 13
		SP:Iteration 36Q (55605.420000 sec): 3 clusters
  Score: Raw -317944.596401 + Penalty 2604.444096 = -315340.152305
  nChanged 12
		SP:Iteration 37Q (55605.570000 sec): 3 clusters
  Score: Raw -317948.898722 + Penalty 2604.444096 = -315344.454625
  nChanged 7
		SP:Iteration 38Q (55605.780000 sec): 3 clusters
  Score: Raw -317950.905322 + Penalty 2604.444096 = -315346.461225
  nChanged 6
		SP:Iteration 39Q (55605.930000 sec): 3 clusters
  Score: Raw -317953.830508 + Penalty 2604.444096 = -315349.386412
  nChanged 4
		SP:Iteration 40F (55606.130000 sec): 3 clusters
  Score: Raw -317955.016651 + Penalty 2604.444096 = -315350.572554
  nChanged 3
		SP:Iteration 41Q (55606.330000 sec): 3 clusters
  Score: Raw -317955.503161 + Penalty 2604.444096 = -315351.059065
  nChanged 1
		SP:Iteration 42Q (55606.470000 sec): 3 clusters
  Score: Raw -317955.802653 + Penalty 2604.444096 = -315351.358557
  nChanged 0
		SP:Iteration 43F (55606.680000 sec): 3 clusters
  Score: Raw -317955.802653 + Penalty 2604.444096 = -315351.358557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55606.790000 sec): 2 clusters
  Score: Raw -317947.167464 + Penalty 1305.627543 = -316641.539921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55606.950000 sec): 3 clusters
  Score: Raw -316498.738792 + Penalty 2611.255086 = -313887.483706
  nChanged 1162
		SP:Iteration 1F (55607.150000 sec): 3 clusters
  Score: Raw -317325.079338 + Penalty 2611.255086 = -314713.824253
  nChanged 282
		SP:Iteration 2F (55607.300000 sec): 3 clusters
  Score: Raw -317590.047664 + Penalty 2611.255086 = -314978.792578
  nChanged 195
		SP:Iteration 3F (55607.500000 sec): 3 clusters
  Score: Raw -317754.657897 + Penalty 2611.255086 = -315143.402811
  nChanged 140
		SP:Iteration 4Q (55607.680000 sec): 3 clusters
  Score: Raw -317851.733394 + Penalty 2611.255086 = -315240.478309
  nChanged 99
		SP:Iteration 5Q (55607.860000 sec): 3 clusters
  Score: Raw -317918.769463 + Penalty 2611.255086 = -315307.514377
  nChanged 91
		SP:Iteration 6Q (55608.060000 sec): 3 clusters
  Score: Raw -317976.405852 + Penalty 2611.255086 = -315365.150767
  nChanged 73
		SP:Iteration 7Q (55608.290000 sec): 3 clusters
  Score: Raw -318031.088817 + Penalty 2611.255086 = -315419.833731
  nChanged 72
		SP:Iteration 8Q (55608.460000 sec): 3 clusters
  Score: Raw -318086.091030 + Penalty 2611.255086 = -315474.835944
  nChanged 88
		SP:Iteration 9Q (55608.630000 sec): 3 clusters
  Score: Raw -318152.806832 + Penalty 2611.255086 = -315541.551746
  nChanged 81
		SP:Iteration 10Q (55608.840000 sec): 3 clusters
  Score: Raw -318218.815568 + Penalty 2611.255086 = -315607.560482
  nChanged 78
		SP:Iteration 11Q (55608.980000 sec): 3 clusters
  Score: Raw -318275.660051 + Penalty 2611.255086 = -315664.404965
  nChanged 69
		SP:Iteration 12Q (55609.160000 sec): 3 clusters
  Score: Raw -318314.387463 + Penalty 2611.255086 = -315703.132377
  nChanged 49
		SP:Iteration 13Q (55609.310000 sec): 3 clusters
  Score: Raw -318339.648006 + Penalty 2611.255086 = -315728.392920
  nChanged 50
		SP:Iteration 14Q (55609.510000 sec): 3 clusters
  Score: Raw -318366.908377 + Penalty 2611.255086 = -315755.653292
  nChanged 46
		SP:Iteration 15Q (55609.680000 sec): 3 clusters
  Score: Raw -318391.936656 + Penalty 2611.255086 = -315780.681571
  nChanged 39
		SP:Iteration 16Q (55609.860000 sec): 3 clusters
  Score: Raw -318412.053355 + Penalty 2611.255086 = -315800.798269
  nChanged 40
		SP:Iteration 17Q (55610.020000 sec): 3 clusters
  Score: Raw -318430.806274 + Penalty 2611.255086 = -315819.551189
  nChanged 37
		SP:Iteration 18Q (55610.210000 sec): 3 clusters
  Score: Raw -318448.891288 + Penalty 2611.255086 = -315837.636203
  nChanged 30
		SP:Iteration 19Q (55610.410000 sec): 3 clusters
  Score: Raw -318466.285318 + Penalty 2611.255086 = -315855.030232
  nChanged 32
		SP:Iteration 20F (55610.620000 sec): 3 clusters
  Score: Raw -318482.861478 + Penalty 2611.255086 = -315871.606392
  nChanged 36
		SP:Iteration 21Q (55610.790000 sec): 3 clusters
  Score: Raw -318499.598160 + Penalty 2611.255086 = -315888.343075
  nChanged 31
		SP:Iteration 22Q (55610.990000 sec): 3 clusters
  Score: Raw -318515.773775 + Penalty 2611.255086 = -315904.518690
  nChanged 38
		SP:Iteration 23Q (55611.120000 sec): 3 clusters
  Score: Raw -318537.891941 + Penalty 2611.255086 = -315926.636856
  nChanged 40
		SP:Iteration 24Q (55611.300000 sec): 3 clusters
  Score: Raw -318561.001180 + Penalty 2611.255086 = -315949.746094
  nChanged 31
		SP:Iteration 25Q (55611.450000 sec): 3 clusters
  Score: Raw -318576.377935 + Penalty 2611.255086 = -315965.122850
  nChanged 31
		SP:Iteration 26Q (55611.640000 sec): 3 clusters
  Score: Raw -318591.133916 + Penalty 2611.255086 = -315979.878831
  nChanged 27
		SP:Iteration 27Q (55611.820000 sec): 3 clusters
  Score: Raw -318603.063266 + Penalty 2611.255086 = -315991.808180
  nChanged 29
		SP:Iteration 28Q (55611.970000 sec): 3 clusters
  Score: Raw -318615.160335 + Penalty 2611.255086 = -316003.905249
  nChanged 19
		SP:Iteration 29Q (55612.150000 sec): 3 clusters
  Score: Raw -318622.189626 + Penalty 2611.255086 = -316010.934541
  nChanged 16
		SP:Iteration 30Q (55612.340000 sec): 3 clusters
  Score: Raw -318629.965360 + Penalty 2611.255086 = -316018.710275
  nChanged 21
		SP:Iteration 31Q (55612.530000 sec): 3 clusters
  Score: Raw -318638.540829 + Penalty 2611.255086 = -316027.285744
  nChanged 15
		SP:Iteration 32Q (55612.740000 sec): 3 clusters
  Score: Raw -318645.745857 + Penalty 2611.255086 = -316034.490771
  nChanged 16
		SP:Iteration 33Q (55612.900000 sec): 3 clusters
  Score: Raw -318653.216392 + Penalty 2611.255086 = -316041.961306
  nChanged 20
		SP:Iteration 34Q (55613.090000 sec): 3 clusters
  Score: Raw -318663.950364 + Penalty 2611.255086 = -316052.695278
  nChanged 22
		SP:Iteration 35Q (55613.240000 sec): 3 clusters
  Score: Raw -318677.184045 + Penalty 2611.255086 = -316065.928960
  nChanged 29
		SP:Iteration 36Q (55613.410000 sec): 3 clusters
  Score: Raw -318694.724783 + Penalty 2611.255086 = -316083.469698
  nChanged 34
		SP:Iteration 37Q (55613.570000 sec): 3 clusters
  Score: Raw -318716.181329 + Penalty 2611.255086 = -316104.926244
  nChanged 31
		SP:Iteration 38Q (55613.710000 sec): 3 clusters
  Score: Raw -318746.128012 + Penalty 2611.255086 = -316134.872926
  nChanged 50
		SP:Iteration 39Q (55613.900000 sec): 3 clusters
  Score: Raw -318802.298371 + Penalty 2611.255086 = -316191.043285
  nChanged 50
		SP:Iteration 40F (55614.090000 sec): 3 clusters
  Score: Raw -318866.390302 + Penalty 2611.255086 = -316255.135216
  nChanged 46
		SP:Iteration 41Q (55614.240000 sec): 3 clusters
  Score: Raw -318923.976817 + Penalty 2611.255086 = -316312.721731
  nChanged 42
		SP:Iteration 42Q (55614.400000 sec): 3 clusters
  Score: Raw -318969.445141 + Penalty 2611.255086 = -316358.190055
  nChanged 38
		SP:Iteration 43Q (55614.570000 sec): 3 clusters
  Score: Raw -319004.434078 + Penalty 2611.255086 = -316393.178992
  nChanged 24
		SP:Iteration 44Q (55614.650000 sec): 3 clusters
  Score: Raw -319030.077538 + Penalty 2611.255086 = -316418.822452
  nChanged 22
		SP:Iteration 45Q (55614.790000 sec): 3 clusters
  Score: Raw -319054.435242 + Penalty 2611.255086 = -316443.180157
  nChanged 20
		SP:Iteration 46Q (55614.960000 sec): 3 clusters
  Score: Raw -319074.063036 + Penalty 2611.255086 = -316462.807950
  nChanged 18
		SP:Iteration 47Q (55615.130000 sec): 3 clusters
  Score: Raw -319092.254946 + Penalty 2611.255086 = -316480.999860
  nChanged 13
		SP:Iteration 48Q (55615.260000 sec): 3 clusters
  Score: Raw -319103.054950 + Penalty 2611.255086 = -316491.799864
  nChanged 9
		SP:Iteration 49Q (55615.390000 sec): 3 clusters
  Score: Raw -319107.616491 + Penalty 2611.255086 = -316496.361405
  nChanged 4
		SP:Iteration 50Q (55615.520000 sec): 3 clusters
  Score: Raw -319109.597333 + Penalty 2611.255086 = -316498.342247
  nChanged 3
		SP:Iteration 51Q (55615.660000 sec): 3 clusters
  Score: Raw -319111.662763 + Penalty 2611.255086 = -316500.407678
  nChanged 5
		SP:Iteration 52Q (55615.790000 sec): 3 clusters
  Score: Raw -319114.302436 + Penalty 2611.255086 = -316503.047350
  nChanged 5
		SP:Iteration 53Q (55615.920000 sec): 3 clusters
  Score: Raw -319117.208772 + Penalty 2611.255086 = -316505.953686
  nChanged 5
		SP:Iteration 54Q (55616.050000 sec): 3 clusters
  Score: Raw -319120.477277 + Penalty 2611.255086 = -316509.222191
  nChanged 5
		SP:Iteration 55Q (55616.240000 sec): 3 clusters
  Score: Raw -319124.085563 + Penalty 2611.255086 = -316512.830478
  nChanged 3
		SP:Iteration 56Q (55616.420000 sec): 3 clusters
  Score: Raw -319126.460868 + Penalty 2611.255086 = -316515.205783
  nChanged 4
		SP:Iteration 57Q (55616.600000 sec): 3 clusters
  Score: Raw -319127.656084 + Penalty 2611.255086 = -316516.400999
  nChanged 1
		SP:Iteration 58Q (55616.810000 sec): 3 clusters
  Score: Raw -319128.031501 + Penalty 2611.255086 = -316516.776416
  nChanged 0
		SP:Iteration 59F (55616.960000 sec): 3 clusters
  Score: Raw -319128.031501 + Penalty 2611.255086 = -316516.776416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55617.100000 sec): 2 clusters
  Score: Raw -464714.525135 + Penalty 1363.860808 = -463350.664327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55617.240000 sec): 3 clusters
  Score: Raw -462468.850859 + Penalty 2727.721616 = -459741.129243
  nChanged 1759
		SP:Iteration 1F (55617.460000 sec): 3 clusters
  Score: Raw -463435.478598 + Penalty 2727.721616 = -460707.756982
  nChanged 323
		SP:Iteration 2F (55617.610000 sec): 3 clusters
  Score: Raw -463653.198966 + Penalty 2727.721616 = -460925.477350
  nChanged 280
		SP:Iteration 3F (55617.810000 sec): 3 clusters
  Score: Raw -463846.122208 + Penalty 2727.721616 = -461118.400592
  nChanged 238
		SP:Iteration 4F (55617.970000 sec): 3 clusters
  Score: Raw -463991.000550 + Penalty 2727.721616 = -461263.278933
  nChanged 186
		SP:Iteration 5Q (55618.150000 sec): 3 clusters
  Score: Raw -464123.459468 + Penalty 2727.721616 = -461395.737852
  nChanged 172
		SP:Iteration 6Q (55618.390000 sec): 3 clusters
  Score: Raw -464231.263145 + Penalty 2727.721616 = -461503.541529
  nChanged 160
		SP:Iteration 7Q (55618.570000 sec): 3 clusters
  Score: Raw -464304.245302 + Penalty 2727.721616 = -461576.523686
  nChanged 126
		SP:Iteration 8Q (55618.750000 sec): 3 clusters
  Score: Raw -464367.433589 + Penalty 2727.721616 = -461639.711973
  nChanged 112
		SP:Iteration 9Q (55618.910000 sec): 3 clusters
  Score: Raw -464417.544426 + Penalty 2727.721616 = -461689.822810
  nChanged 89
		SP:Iteration 10Q (55619.080000 sec): 3 clusters
  Score: Raw -464454.404891 + Penalty 2727.721616 = -461726.683275
  nChanged 78
		SP:Iteration 11Q (55619.310000 sec): 3 clusters
  Score: Raw -464486.251778 + Penalty 2727.721616 = -461758.530162
  nChanged 60
		SP:Iteration 12Q (55619.480000 sec): 3 clusters
  Score: Raw -464514.434456 + Penalty 2727.721616 = -461786.712840
  nChanged 63
		SP:Iteration 13Q (55619.670000 sec): 3 clusters
  Score: Raw -464543.201886 + Penalty 2727.721616 = -461815.480270
  nChanged 65
		SP:Iteration 14Q (55619.820000 sec): 3 clusters
  Score: Raw -464582.710238 + Penalty 2727.721616 = -461854.988622
  nChanged 73
		SP:Iteration 15Q (55620.020000 sec): 3 clusters
  Score: Raw -464618.073628 + Penalty 2727.721616 = -461890.352012
  nChanged 73
		SP:Iteration 16Q (55620.200000 sec): 3 clusters
  Score: Raw -464661.360815 + Penalty 2727.721616 = -461933.639199
  nChanged 86
		SP:Iteration 17Q (55620.370000 sec): 3 clusters
  Score: Raw -464712.560491 + Penalty 2727.721616 = -461984.838875
  nChanged 72
		SP:Iteration 18Q (55620.540000 sec): 3 clusters
  Score: Raw -464754.737775 + Penalty 2727.721616 = -462027.016158
  nChanged 79
		SP:Iteration 19Q (55620.760000 sec): 3 clusters
  Score: Raw -464793.120917 + Penalty 2727.721616 = -462065.399301
  nChanged 66
		SP:Iteration 20F (55620.960000 sec): 3 clusters
  Score: Raw -464823.050260 + Penalty 2727.721616 = -462095.328644
  nChanged 63
		SP:Iteration 21Q (55621.120000 sec): 3 clusters
  Score: Raw -464854.610453 + Penalty 2727.721616 = -462126.888837
  nChanged 66
		SP:Iteration 22Q (55621.340000 sec): 3 clusters
  Score: Raw -464889.208429 + Penalty 2727.721616 = -462161.486812
  nChanged 64
		SP:Iteration 23Q (55621.540000 sec): 3 clusters
  Score: Raw -464921.705082 + Penalty 2727.721616 = -462193.983466
  nChanged 57
		SP:Iteration 24Q (55621.710000 sec): 3 clusters
  Score: Raw -464949.491246 + Penalty 2727.721616 = -462221.769630
  nChanged 52
		SP:Iteration 25Q (55621.940000 sec): 3 clusters
  Score: Raw -464975.622609 + Penalty 2727.721616 = -462247.900993
  nChanged 39
		SP:Iteration 26Q (55622.090000 sec): 3 clusters
  Score: Raw -464997.998252 + Penalty 2727.721616 = -462270.276636
  nChanged 45
		SP:Iteration 27Q (55622.270000 sec): 3 clusters
  Score: Raw -465021.011299 + Penalty 2727.721616 = -462293.289683
  nChanged 40
		SP:Iteration 28Q (55622.460000 sec): 3 clusters
  Score: Raw -465043.911048 + Penalty 2727.721616 = -462316.189432
  nChanged 32
		SP:Iteration 29Q (55622.640000 sec): 3 clusters
  Score: Raw -465062.121782 + Penalty 2727.721616 = -462334.400166
  nChanged 32
		SP:Iteration 30Q (55622.830000 sec): 3 clusters
  Score: Raw -465077.354008 + Penalty 2727.721616 = -462349.632392
  nChanged 24
		SP:Iteration 31Q (55623.010000 sec): 3 clusters
  Score: Raw -465087.039660 + Penalty 2727.721616 = -462359.318044
  nChanged 15
		SP:Iteration 32Q (55623.240000 sec): 3 clusters
  Score: Raw -465095.092811 + Penalty 2727.721616 = -462367.371194
  nChanged 17
		SP:Iteration 33Q (55623.350000 sec): 3 clusters
  Score: Raw -465101.208285 + Penalty 2727.721616 = -462373.486669
  nChanged 8
		SP:Iteration 34Q (55623.580000 sec): 3 clusters
  Score: Raw -465103.134683 + Penalty 2727.721616 = -462375.413067
  nChanged 6
		SP:Iteration 35Q (55623.750000 sec): 3 clusters
  Score: Raw -465105.503130 + Penalty 2727.721616 = -462377.781514
  nChanged 6
		SP:Iteration 36Q (55623.960000 sec): 3 clusters
  Score: Raw -465108.071937 + Penalty 2727.721616 = -462380.350321
  nChanged 8
		SP:Iteration 37Q (55624.180000 sec): 3 clusters
  Score: Raw -465111.564291 + Penalty 2727.721616 = -462383.842675
  nChanged 8
		SP:Iteration 38Q (55624.360000 sec): 3 clusters
  Score: Raw -465113.945895 + Penalty 2727.721616 = -462386.224278
  nChanged 8
		SP:Iteration 39Q (55624.540000 sec): 3 clusters
  Score: Raw -465116.107398 + Penalty 2727.721616 = -462388.385782
  nChanged 4
		SP:Iteration 40F (55624.750000 sec): 3 clusters
  Score: Raw -465116.914717 + Penalty 2727.721616 = -462389.193101
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55624.840000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55625.010000 sec): 3 clusters
  Score: Raw -56054.450609 + Penalty 2021.045039 = -54033.405570
  nChanged 121
		SP:Iteration 1F (55625.190000 sec): 3 clusters
  Score: Raw -56225.495653 + Penalty 2021.045039 = -54204.450614
  nChanged 27
		SP:Iteration 2F (55625.360000 sec): 3 clusters
  Score: Raw -56255.946996 + Penalty 2021.045039 = -54234.901957
  nChanged 5
		SP:Iteration 3Q (55625.530000 sec): 3 clusters
  Score: Raw -56264.772249 + Penalty 2021.045039 = -54243.727210
  nChanged 4
		SP:Iteration 4Q (55625.710000 sec): 3 clusters
  Score: Raw -56269.498767 + Penalty 2021.045039 = -54248.453728
  nChanged 4
		SP:Iteration 5Q (55625.890000 sec): 3 clusters
  Score: Raw -56278.798503 + Penalty 2021.045039 = -54257.753464
  nChanged 5
		SP:Iteration 6Q (55626.060000 sec): 3 clusters
  Score: Raw -56283.158643 + Penalty 2021.045039 = -54262.113604
  nChanged 0
		SP:Iteration 7F (55626.230000 sec): 3 clusters
  Score: Raw -56283.158643 + Penalty 2021.045039 = -54262.113604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55626.410000 sec): 2 clusters
  Score: Raw -2175380.960392 + Penalty 1606.770000 = -2173774.190392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55626.710000 sec): 3 clusters
  Score: Raw -2163642.400856 + Penalty 3213.540000 = -2160428.860857
  nChanged 8820
		SP:Iteration 1F (55627.030000 sec): 3 clusters
  Score: Raw -2168546.723032 + Penalty 3213.540000 = -2165333.183032
  nChanged 999
		SP:Iteration 2F (55627.320000 sec): 3 clusters
  Score: Raw -2168897.973177 + Penalty 3213.540000 = -2165684.433178
  nChanged 893
		SP:Iteration 3Q (55627.610000 sec): 3 clusters
  Score: Raw -2169225.057216 + Penalty 3213.540000 = -2166011.517217
  nChanged 837
		SP:Iteration 4Q (55627.880000 sec): 3 clusters
  Score: Raw -2169558.144798 + Penalty 3213.540000 = -2166344.604798
  nChanged 843
		SP:Iteration 5Q (55628.200000 sec): 3 clusters
  Score: Raw -2169925.254361 + Penalty 3213.540000 = -2166711.714361
  nChanged 868
		SP:Iteration 6Q (55628.480000 sec): 3 clusters
  Score: Raw -2170360.989214 + Penalty 3213.540000 = -2167147.449215
  nChanged 889
		SP:Iteration 7Q (55628.780000 sec): 3 clusters
  Score: Raw -2170880.072713 + Penalty 3213.540000 = -2167666.532714
  nChanged 937
		SP:Iteration 8Q (55629.000000 sec): 3 clusters
  Score: Raw -2171467.696998 + Penalty 3213.540000 = -2168254.156998
  nChanged 953
		SP:Iteration 9Q (55629.280000 sec): 3 clusters
  Score: Raw -2172083.684543 + Penalty 3213.540000 = -2168870.144544
  nChanged 862
		SP:Iteration 10Q (55629.600000 sec): 3 clusters
  Score: Raw -2172664.981125 + Penalty 3213.540000 = -2169451.441125
  nChanged 802
		SP:Iteration 11Q (55629.920000 sec): 3 clusters
  Score: Raw -2173163.996872 + Penalty 3213.540000 = -2169950.456873
  nChanged 672
		SP:Iteration 12Q (55630.220000 sec): 3 clusters
  Score: Raw -2173512.366697 + Penalty 3213.540000 = -2170298.826697
  nChanged 531
		SP:Iteration 13Q (55630.480000 sec): 3 clusters
  Score: Raw -2173738.308965 + Penalty 3213.540000 = -2170524.768966
  nChanged 381
		SP:Iteration 14Q (55630.800000 sec): 3 clusters
  Score: Raw -2173880.814664 + Penalty 3213.540000 = -2170667.274664
  nChanged 279
		SP:Iteration 15Q (55631.050000 sec): 3 clusters
  Score: Raw -2173972.509795 + Penalty 3213.540000 = -2170758.969796
  nChanged 257
		SP:Iteration 16Q (55631.390000 sec): 3 clusters
  Score: Raw -2174052.655670 + Penalty 3213.540000 = -2170839.115671
  nChanged 236
		SP:Iteration 17Q (55631.640000 sec): 3 clusters
  Score: Raw -2174122.752428 + Penalty 3213.540000 = -2170909.212429
  nChanged 234
		SP:Iteration 18Q (55631.870000 sec): 3 clusters
  Score: Raw -2174200.656197 + Penalty 3213.540000 = -2170987.116197
  nChanged 228
		SP:Iteration 19Q (55632.150000 sec): 3 clusters
  Score: Raw -2174291.615753 + Penalty 3213.540000 = -2171078.075753
  nChanged 236
		SP:Iteration 20F (55632.400000 sec): 3 clusters
  Score: Raw -2174379.200633 + Penalty 3213.540000 = -2171165.660633
  nChanged 233
		SP:Iteration 21Q (55632.700000 sec): 3 clusters
  Score: Raw -2174475.810972 + Penalty 3213.540000 = -2171262.270972
  nChanged 213
		SP:Iteration 22Q (55632.960000 sec): 3 clusters
  Score: Raw -2174563.170227 + Penalty 3213.540000 = -2171349.630227
  nChanged 219
		SP:Iteration 23Q (55633.210000 sec): 3 clusters
  Score: Raw -2174662.435696 + Penalty 3213.540000 = -2171448.895696
  nChanged 228
		SP:Iteration 24Q (55633.440000 sec): 3 clusters
  Score: Raw -2174763.762422 + Penalty 3213.540000 = -2171550.222423
  nChanged 203
		SP:Iteration 25Q (55633.750000 sec): 3 clusters
  Score: Raw -2174864.243910 + Penalty 3213.540000 = -2171650.703910
  nChanged 207
		SP:Iteration 26Q (55634.000000 sec): 3 clusters
  Score: Raw -2174979.427971 + Penalty 3213.540000 = -2171765.887971
  nChanged 204
		SP:Iteration 27Q (55634.280000 sec): 3 clusters
  Score: Raw -2175102.736973 + Penalty 3213.540000 = -2171889.196974
  nChanged 173
		SP:Iteration 28Q (55634.500000 sec): 3 clusters
  Score: Raw -2175234.682336 + Penalty 3213.540000 = -2172021.142336
  nChanged 160
		SP:Iteration 29Q (55634.760000 sec): 3 clusters
  Score: Raw -2175369.534650 + Penalty 3213.540000 = -2172155.994650
  nChanged 146
		SP:Iteration 30Q (55635.040000 sec): 3 clusters
  Score: Raw -2175477.207369 + Penalty 3213.540000 = -2172263.667370
  nChanged 105
		SP:Iteration 31Q (55635.330000 sec): 3 clusters
  Score: Raw -2175539.514027 + Penalty 3213.540000 = -2172325.974028
  nChanged 82
		SP:Iteration 32Q (55635.590000 sec): 3 clusters
  Score: Raw -2175573.793452 + Penalty 3213.540000 = -2172360.253452
  nChanged 63
		SP:Iteration 33Q (55635.900000 sec): 3 clusters
  Score: Raw -2175600.029889 + Penalty 3213.540000 = -2172386.489890
  nChanged 48
		SP:Iteration 34Q (55636.120000 sec): 3 clusters
  Score: Raw -2175619.542905 + Penalty 3213.540000 = -2172406.002906
  nChanged 34
		SP:Iteration 35Q (55636.390000 sec): 3 clusters
  Score: Raw -2175630.911662 + Penalty 3213.540000 = -2172417.371663
  nChanged 28
		SP:Iteration 36Q (55636.590000 sec): 3 clusters
  Score: Raw -2175639.982280 + Penalty 3213.540000 = -2172426.442280
  nChanged 27
		SP:Iteration 37Q (55636.840000 sec): 3 clusters
  Score: Raw -2175650.652566 + Penalty 3213.540000 = -2172437.112567
  nChanged 25
		SP:Iteration 38Q (55637.080000 sec): 3 clusters
  Score: Raw -2175658.889691 + Penalty 3213.540000 = -2172445.349691
  nChanged 18
		SP:Iteration 39Q (55637.280000 sec): 3 clusters
  Score: Raw -2175664.264714 + Penalty 3213.540000 = -2172450.724714
  nChanged 10
		SP:Iteration 40F (55637.530000 sec): 3 clusters
  Score: Raw -2175667.869761 + Penalty 3213.540000 = -2172454.329761
  nChanged 14
		SP:Iteration 41Q (55637.770000 sec): 3 clusters
  Score: Raw -2175672.265205 + Penalty 3213.540000 = -2172458.725206
  nChanged 13
		SP:Iteration 42Q (55638.050000 sec): 3 clusters
  Score: Raw -2175675.569857 + Penalty 3213.540000 = -2172462.029857
  nChanged 9
		SP:Iteration 43Q (55638.280000 sec): 3 clusters
  Score: Raw -2175678.894370 + Penalty 3213.540000 = -2172465.354371
  nChanged 13
		SP:Iteration 44Q (55638.500000 sec): 3 clusters
  Score: Raw -2175683.340407 + Penalty 3213.540000 = -2172469.800408
  nChanged 12
		SP:Iteration 45Q (55638.750000 sec): 3 clusters
  Score: Raw -2175687.396425 + Penalty 3213.540000 = -2172473.856425
  nChanged 10
		SP:Iteration 46Q (55638.980000 sec): 3 clusters
  Score: Raw -2175690.950935 + Penalty 3213.540000 = -2172477.410936
  nChanged 10
		SP:Iteration 47Q (55639.260000 sec): 3 clusters
  Score: Raw -2175695.294113 + Penalty 3213.540000 = -2172481.754114
  nChanged 15
		SP:Iteration 48Q (55639.520000 sec): 3 clusters
  Score: Raw -2175701.467567 + Penalty 3213.540000 = -2172487.927568
  nChanged 17
		SP:Iteration 49Q (55639.770000 sec): 3 clusters
  Score: Raw -2175708.325904 + Penalty 3213.540000 = -2172494.785904
  nChanged 10
		SP:Iteration 50Q (55640.020000 sec): 3 clusters
  Score: Raw -2175712.164507 + Penalty 3213.540000 = -2172498.624507
  nChanged 10
		SP:Iteration 51Q (55640.260000 sec): 3 clusters
  Score: Raw -2175715.060433 + Penalty 3213.540000 = -2172501.520434
  nChanged 5
		SP:Iteration 52Q (55640.540000 sec): 3 clusters
  Score: Raw -2175716.209341 + Penalty 3213.540000 = -2172502.669342
  nChanged 2
		SP:Iteration 53Q (55640.820000 sec): 3 clusters
  Score: Raw -2175716.981015 + Penalty 3213.540000 = -2172503.441015
  nChanged 0
		SP:Iteration 54F (55641.120000 sec): 3 clusters
  Score: Raw -2175716.981015 + Penalty 3213.540000 = -2172503.441015
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55641.220000 sec): 2 clusters
  Score: Raw -398199.798141 + Penalty 1332.992414 = -396866.805726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55641.420000 sec): 3 clusters
  Score: Raw -396406.346851 + Penalty 2665.984829 = -393740.362022
  nChanged 1404
		SP:Iteration 1F (55641.600000 sec): 3 clusters
  Score: Raw -397200.131377 + Penalty 2665.984829 = -394534.146548
  nChanged 287
		SP:Iteration 2F (55641.830000 sec): 3 clusters
  Score: Raw -397375.460691 + Penalty 2665.984829 = -394709.475862
  nChanged 217
		SP:Iteration 3F (55641.990000 sec): 3 clusters
  Score: Raw -397512.185738 + Penalty 2665.984829 = -394846.200910
  nChanged 185
		SP:Iteration 4F (55642.170000 sec): 3 clusters
  Score: Raw -397645.324678 + Penalty 2665.984829 = -394979.339850
  nChanged 188
		SP:Iteration 5F (55642.340000 sec): 3 clusters
  Score: Raw -397774.632264 + Penalty 2665.984829 = -395108.647435
  nChanged 172
		SP:Iteration 6Q (55642.490000 sec): 3 clusters
  Score: Raw -397893.697534 + Penalty 2665.984829 = -395227.712705
  nChanged 154
		SP:Iteration 7Q (55642.650000 sec): 3 clusters
  Score: Raw -398002.496185 + Penalty 2665.984829 = -395336.511357
  nChanged 144
		SP:Iteration 8Q (55642.820000 sec): 3 clusters
  Score: Raw -398109.503844 + Penalty 2665.984829 = -395443.519015
  nChanged 127
		SP:Iteration 9Q (55642.960000 sec): 3 clusters
  Score: Raw -398192.816541 + Penalty 2665.984829 = -395526.831713
  nChanged 101
		SP:Iteration 10Q (55643.130000 sec): 3 clusters
  Score: Raw -398255.723022 + Penalty 2665.984829 = -395589.738193
  nChanged 70
		SP:Iteration 11Q (55643.310000 sec): 3 clusters
  Score: Raw -398307.792274 + Penalty 2665.984829 = -395641.807445
  nChanged 65
		SP:Iteration 12Q (55643.480000 sec): 3 clusters
  Score: Raw -398352.489840 + Penalty 2665.984829 = -395686.505011
  nChanged 47
		SP:Iteration 13Q (55643.680000 sec): 3 clusters
  Score: Raw -398383.228635 + Penalty 2665.984829 = -395717.243806
  nChanged 45
		SP:Iteration 14Q (55643.860000 sec): 3 clusters
  Score: Raw -398413.580212 + Penalty 2665.984829 = -395747.595383
  nChanged 32
		SP:Iteration 15Q (55644.070000 sec): 3 clusters
  Score: Raw -398433.420319 + Penalty 2665.984829 = -395767.435491
  nChanged 24
		SP:Iteration 16Q (55644.240000 sec): 3 clusters
  Score: Raw -398447.659430 + Penalty 2665.984829 = -395781.674602
  nChanged 16
		SP:Iteration 17Q (55644.440000 sec): 3 clusters
  Score: Raw -398454.374366 + Penalty 2665.984829 = -395788.389537
  nChanged 9
		SP:Iteration 18Q (55644.610000 sec): 3 clusters
  Score: Raw -398458.790995 + Penalty 2665.984829 = -395792.806166
  nChanged 5
		SP:Iteration 19Q (55644.800000 sec): 3 clusters
  Score: Raw -398460.309919 + Penalty 2665.984829 = -395794.325091
  nChanged 4
		SP:Iteration 20F (55644.980000 sec): 3 clusters
  Score: Raw -398463.461681 + Penalty 2665.984829 = -395797.476852
  nChanged 6
		SP:Iteration 21Q (55645.160000 sec): 3 clusters
  Score: Raw -398466.080354 + Penalty 2665.984829 = -395800.095526
  nChanged 3
		SP:Iteration 22Q (55645.350000 sec): 3 clusters
  Score: Raw -398467.601091 + Penalty 2665.984829 = -395801.616262
  nChanged 2
		SP:Iteration 23Q (55645.520000 sec): 3 clusters
  Score: Raw -398469.090444 + Penalty 2665.984829 = -395803.105616
  nChanged 2
		SP:Iteration 24Q (55645.750000 sec): 3 clusters
  Score: Raw -398469.891855 + Penalty 2665.984829 = -395803.907027
  nChanged 2
		SP:Iteration 25Q (55645.910000 sec): 3 clusters
  Score: Raw -398470.887902 + Penalty 2665.984829 = -395804.903073
  nChanged 3
		SP:Iteration 26Q (55646.090000 sec): 3 clusters
  Score: Raw -398472.488416 + Penalty 2665.984829 = -395806.503588
  nChanged 4
		SP:Iteration 27Q (55646.300000 sec): 3 clusters
  Score: Raw -398473.911799 + Penalty 2665.984829 = -395807.926970
  nChanged 4
		SP:Iteration 28Q (55646.450000 sec): 3 clusters
  Score: Raw -398475.653221 + Penalty 2665.984829 = -395809.668392
  nChanged 2
		SP:Iteration 29Q (55646.630000 sec): 3 clusters
  Score: Raw -398476.164560 + Penalty 2665.984829 = -395810.179731
  nChanged 1
		SP:Iteration 30Q (55646.840000 sec): 3 clusters
  Score: Raw -398476.338685 + Penalty 2665.984829 = -395810.353857
  nChanged 0
		SP:Iteration 31F (55647.010000 sec): 3 clusters
  Score: Raw -398476.338685 + Penalty 2665.984829 = -395810.353857
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55647.080000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55647.280000 sec): 3 clusters
  Score: Raw -20603.167233 + Penalty 1729.978243 = -18873.188989
  nChanged 31
		SP:Iteration 1F (55647.460000 sec): 3 clusters
  Score: Raw -20666.614481 + Penalty 1729.978243 = -18936.636238
  nChanged 4
		SP:Iteration 2Q (55647.590000 sec): 3 clusters
  Score: Raw -20676.889160 + Penalty 1729.978243 = -18946.910917
  nChanged 2
		SP:Iteration 3Q (55647.790000 sec): 3 clusters
  Score: Raw -20687.559554 + Penalty 1729.978243 = -18957.581311
  nChanged 2
		SP:Iteration 4Q (55647.930000 sec): 3 clusters
  Score: Raw -20702.647111 + Penalty 1729.978243 = -18972.668868
  nChanged 6
		SP:Iteration 5Q (55648.150000 sec): 3 clusters
  Score: Raw -20730.892784 + Penalty 1729.978243 = -19000.914541
  nChanged 7
		SP:Iteration 6Q (55648.330000 sec): 3 clusters
  Score: Raw -20759.441417 + Penalty 1729.978243 = -19029.463173
  nChanged 5
		SP:Iteration 7Q (55648.460000 sec): 3 clusters
  Score: Raw -20773.793354 + Penalty 1729.978243 = -19043.815111
  nChanged 5
		SP:Iteration 8Q (55648.610000 sec): 3 clusters
  Score: Raw -20785.178156 + Penalty 1729.978243 = -19055.199912
  nChanged 2
		SP:Iteration 9Q (55648.770000 sec): 3 clusters
  Score: Raw -20789.515595 + Penalty 1729.978243 = -19059.537351
  nChanged 5
		SP:Iteration 10Q (55648.910000 sec): 3 clusters
  Score: Raw -20811.622697 + Penalty 1729.978243 = -19081.644454
  nChanged 3
		SP:Iteration 11Q (55649.020000 sec): 3 clusters
  Score: Raw -20825.840244 + Penalty 1729.978243 = -19095.862001
  nChanged 3
		SP:Iteration 12Q (55649.220000 sec): 3 clusters
  Score: Raw -20837.660805 + Penalty 1729.978243 = -19107.682561
  nChanged 4
		SP:Iteration 13Q (55649.350000 sec): 3 clusters
  Score: Raw -20895.135146 + Penalty 1729.978243 = -19165.156903
  nChanged 5
		SP:Iteration 14Q (55649.540000 sec): 3 clusters
  Score: Raw -20920.401643 + Penalty 1729.978243 = -19190.423400
  nChanged 1
		SP:Iteration 15Q (55649.650000 sec): 3 clusters
  Score: Raw -20925.640137 + Penalty 1729.978243 = -19195.661893
  nChanged 2
		SP:Iteration 16Q (55649.880000 sec): 3 clusters
  Score: Raw -20937.397489 + Penalty 1729.978243 = -19207.419245
  nChanged 1
		SP:Iteration 17Q (55650.010000 sec): 3 clusters
  Score: Raw -20940.299772 + Penalty 1729.978243 = -19210.321528
  nChanged 1
		SP:Iteration 18Q (55650.210000 sec): 3 clusters
  Score: Raw -20952.345195 + Penalty 1729.978243 = -19222.366952
  nChanged 2
		SP:Iteration 19Q (55650.410000 sec): 3 clusters
  Score: Raw -20962.109514 + Penalty 1729.978243 = -19232.131271
  nChanged 0
		SP:Iteration 20F (55650.570000 sec): 3 clusters
  Score: Raw -20966.887933 + Penalty 1729.978243 = -19236.909690
  nChanged 1
		SP:Iteration 21Q (55650.760000 sec): 3 clusters
  Score: Raw -20999.934486 + Penalty 1729.978243 = -19269.956243
  nChanged 1
		SP:Iteration 22Q (55650.940000 sec): 3 clusters
  Score: Raw -21005.947673 + Penalty 1729.978243 = -19275.969430
  nChanged 2
		SP:Iteration 23Q (55651.130000 sec): 3 clusters
  Score: Raw -21016.265449 + Penalty 1729.978243 = -19286.287206
  nChanged 0
		SP:Iteration 24F (55651.290000 sec): 3 clusters
  Score: Raw -21016.265449 + Penalty 1729.978243 = -19286.287206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55651.430000 sec): 2 clusters
  Score: Raw -735114.350949 + Penalty 1430.336592 = -733684.014357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55651.580000 sec): 3 clusters
  Score: Raw -731472.183671 + Penalty 2860.673184 = -728611.510486
  nChanged 2810
		SP:Iteration 1F (55651.800000 sec): 3 clusters
  Score: Raw -733006.969107 + Penalty 2860.673184 = -730146.295923
  nChanged 438
		SP:Iteration 2F (55651.960000 sec): 3 clusters
  Score: Raw -733255.077208 + Penalty 2860.673184 = -730394.404024
  nChanged 389
		SP:Iteration 3F (55652.210000 sec): 3 clusters
  Score: Raw -733468.413327 + Penalty 2860.673184 = -730607.740143
  nChanged 341
		SP:Iteration 4F (55652.360000 sec): 3 clusters
  Score: Raw -733669.611126 + Penalty 2860.673184 = -730808.937942
  nChanged 313
		SP:Iteration 5Q (55652.580000 sec): 3 clusters
  Score: Raw -733870.045025 + Penalty 2860.673184 = -731009.371840
  nChanged 294
		SP:Iteration 6Q (55652.800000 sec): 3 clusters
  Score: Raw -734071.553210 + Penalty 2860.673184 = -731210.880026
  nChanged 267
		SP:Iteration 7Q (55653.010000 sec): 3 clusters
  Score: Raw -734251.794668 + Penalty 2860.673184 = -731391.121484
  nChanged 243
		SP:Iteration 8Q (55653.200000 sec): 3 clusters
  Score: Raw -734430.703433 + Penalty 2860.673184 = -731570.030248
  nChanged 210
		SP:Iteration 9Q (55653.410000 sec): 3 clusters
  Score: Raw -734606.890422 + Penalty 2860.673184 = -731746.217238
  nChanged 185
		SP:Iteration 10Q (55653.600000 sec): 3 clusters
  Score: Raw -734755.046633 + Penalty 2860.673184 = -731894.373448
  nChanged 167
		SP:Iteration 11Q (55653.780000 sec): 3 clusters
  Score: Raw -734902.231371 + Penalty 2860.673184 = -732041.558187
  nChanged 146
		SP:Iteration 12Q (55654.020000 sec): 3 clusters
  Score: Raw -735078.630343 + Penalty 2860.673184 = -732217.957159
  nChanged 144
		SP:Iteration 13Q (55654.220000 sec): 3 clusters
  Score: Raw -735299.090863 + Penalty 2860.673184 = -732438.417679
  nChanged 131
		SP:Iteration 14Q (55654.400000 sec): 3 clusters
  Score: Raw -735452.580490 + Penalty 2860.673184 = -732591.907306
  nChanged 115
		SP:Iteration 15Q (55654.610000 sec): 3 clusters
  Score: Raw -735540.031961 + Penalty 2860.673184 = -732679.358777
  nChanged 86
		SP:Iteration 16Q (55654.820000 sec): 3 clusters
  Score: Raw -735590.109090 + Penalty 2860.673184 = -732729.435906
  nChanged 71
		SP:Iteration 17Q (55655.000000 sec): 3 clusters
  Score: Raw -735635.019355 + Penalty 2860.673184 = -732774.346171
  nChanged 68
		SP:Iteration 18Q (55655.150000 sec): 3 clusters
  Score: Raw -735669.212702 + Penalty 2860.673184 = -732808.539518
  nChanged 55
		SP:Iteration 19Q (55655.320000 sec): 3 clusters
  Score: Raw -735701.071147 + Penalty 2860.673184 = -732840.397963
  nChanged 64
		SP:Iteration 20F (55655.500000 sec): 3 clusters
  Score: Raw -735744.786333 + Penalty 2860.673184 = -732884.113149
  nChanged 69
		SP:Iteration 21Q (55655.740000 sec): 3 clusters
  Score: Raw -735788.116767 + Penalty 2860.673184 = -732927.443583
  nChanged 68
		SP:Iteration 22Q (55655.920000 sec): 3 clusters
  Score: Raw -735831.154586 + Penalty 2860.673184 = -732970.481401
  nChanged 65
		SP:Iteration 23Q (55656.120000 sec): 3 clusters
  Score: Raw -735869.889688 + Penalty 2860.673184 = -733009.216503
  nChanged 48
		SP:Iteration 24Q (55656.280000 sec): 3 clusters
  Score: Raw -735895.187976 + Penalty 2860.673184 = -733034.514792
  nChanged 42
		SP:Iteration 25Q (55656.470000 sec): 3 clusters
  Score: Raw -735913.102614 + Penalty 2860.673184 = -733052.429430
  nChanged 28
		SP:Iteration 26Q (55656.660000 sec): 3 clusters
  Score: Raw -735924.593230 + Penalty 2860.673184 = -733063.920046
  nChanged 28
		SP:Iteration 27Q (55656.870000 sec): 3 clusters
  Score: Raw -735933.085130 + Penalty 2860.673184 = -733072.411945
  nChanged 26
		SP:Iteration 28Q (55657.020000 sec): 3 clusters
  Score: Raw -735941.679958 + Penalty 2860.673184 = -733081.006773
  nChanged 17
		SP:Iteration 29Q (55657.220000 sec): 3 clusters
  Score: Raw -735947.090180 + Penalty 2860.673184 = -733086.416996
  nChanged 12
		SP:Iteration 30Q (55657.430000 sec): 3 clusters
  Score: Raw -735949.870745 + Penalty 2860.673184 = -733089.197561
  nChanged 11
		SP:Iteration 31Q (55657.670000 sec): 3 clusters
  Score: Raw -735952.428489 + Penalty 2860.673184 = -733091.755305
  nChanged 12
		SP:Iteration 32Q (55657.860000 sec): 3 clusters
  Score: Raw -735956.319864 + Penalty 2860.673184 = -733095.646680
  nChanged 11
		SP:Iteration 33Q (55658.060000 sec): 3 clusters
  Score: Raw -735958.652876 + Penalty 2860.673184 = -733097.979691
  nChanged 5
		SP:Iteration 34Q (55658.250000 sec): 3 clusters
  Score: Raw -735959.615982 + Penalty 2860.673184 = -733098.942798
  nChanged 6
		SP:Iteration 35Q (55658.420000 sec): 3 clusters
  Score: Raw -735960.629617 + Penalty 2860.673184 = -733099.956432
  nChanged 3
		SP:Iteration 36Q (55658.620000 sec): 3 clusters
  Score: Raw -735961.368183 + Penalty 2860.673184 = -733100.694998
  nChanged 5
		SP:Iteration 37Q (55658.840000 sec): 3 clusters
  Score: Raw -735963.112173 + Penalty 2860.673184 = -733102.438988
  nChanged 11
		SP:Iteration 38Q (55659.070000 sec): 3 clusters
  Score: Raw -735966.159722 + Penalty 2860.673184 = -733105.486538
  nChanged 10
		SP:Iteration 39Q (55659.240000 sec): 3 clusters
  Score: Raw -735969.649719 + Penalty 2860.673184 = -733108.976535
  nChanged 14
		SP:Iteration 40F (55659.420000 sec): 3 clusters
  Score: Raw -735973.654582 + Penalty 2860.673184 = -733112.981398
  nChanged 19
		SP:Iteration 41Q (55659.600000 sec): 3 clusters
  Score: Raw -735979.210604 + Penalty 2860.673184 = -733118.537420
  nChanged 12
		SP:Iteration 42Q (55659.810000 sec): 3 clusters
  Score: Raw -735981.923763 + Penalty 2860.673184 = -733121.250579
  nChanged 10
		SP:Iteration 43Q (55660.010000 sec): 3 clusters
  Score: Raw -735984.309775 + Penalty 2860.673184 = -733123.636591
  nChanged 8
		SP:Iteration 44Q (55660.210000 sec): 3 clusters
  Score: Raw -735986.288374 + Penalty 2860.673184 = -733125.615190
  nChanged 8
		SP:Iteration 45Q (55660.410000 sec): 3 clusters
  Score: Raw -735989.210754 + Penalty 2860.673184 = -733128.537569
  nChanged 10
		SP:Iteration 46Q (55660.600000 sec): 3 clusters
  Score: Raw -735991.377407 + Penalty 2860.673184 = -733130.704223
  nChanged 4
		SP:Iteration 47Q (55660.790000 sec): 3 clusters
  Score: Raw -735991.897157 + Penalty 2860.673184 = -733131.223972
  nChanged 1
		SP:Iteration 48Q (55660.990000 sec): 3 clusters
  Score: Raw -735992.037682 + Penalty 2860.673184 = -733131.364498
  nChanged 1
		SP:Iteration 49Q (55661.200000 sec): 3 clusters
  Score: Raw -735992.076146 + Penalty 2860.673184 = -733131.402961
  nChanged 0
		SP:Iteration 50F (55661.370000 sec): 3 clusters
  Score: Raw -735992.076146 + Penalty 2860.673184 = -733131.402961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55661.520000 sec): 2 clusters
  Score: Raw -255190.093345 + Penalty 1280.937484 = -253909.155862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55661.710000 sec): 3 clusters
  Score: Raw -254039.897768 + Penalty 2561.874967 = -251478.022801
  nChanged 956
		SP:Iteration 1F (55661.860000 sec): 3 clusters
  Score: Raw -254668.787778 + Penalty 2561.874967 = -252106.912811
  nChanged 230
		SP:Iteration 2F (55662.010000 sec): 3 clusters
  Score: Raw -254881.471352 + Penalty 2561.874967 = -252319.596384
  nChanged 182
		SP:Iteration 3F (55662.160000 sec): 3 clusters
  Score: Raw -255055.135319 + Penalty 2561.874967 = -252493.260352
  nChanged 162
		SP:Iteration 4F (55662.330000 sec): 3 clusters
  Score: Raw -255220.237711 + Penalty 2561.874967 = -252658.362744
  nChanged 150
		SP:Iteration 5F (55662.500000 sec): 3 clusters
  Score: Raw -255361.032626 + Penalty 2561.874967 = -252799.157659
  nChanged 121
		SP:Iteration 6Q (55662.720000 sec): 3 clusters
  Score: Raw -255481.719989 + Penalty 2561.874967 = -252919.845022
  nChanged 105
		SP:Iteration 7Q (55662.850000 sec): 3 clusters
  Score: Raw -255596.019395 + Penalty 2561.874967 = -253034.144428
  nChanged 93
		SP:Iteration 8Q (55663.040000 sec): 3 clusters
  Score: Raw -255722.619307 + Penalty 2561.874967 = -253160.744340
  nChanged 84
		SP:Iteration 9Q (55663.210000 sec): 3 clusters
  Score: Raw -255808.360495 + Penalty 2561.874967 = -253246.485528
  nChanged 68
		SP:Iteration 10Q (55663.410000 sec): 3 clusters
  Score: Raw -255855.874411 + Penalty 2561.874967 = -253293.999444
  nChanged 41
		SP:Iteration 11Q (55663.610000 sec): 3 clusters
  Score: Raw -255879.671160 + Penalty 2561.874967 = -253317.796193
  nChanged 32
		SP:Iteration 12Q (55663.800000 sec): 3 clusters
  Score: Raw -255893.279873 + Penalty 2561.874967 = -253331.404906
  nChanged 16
		SP:Iteration 13Q (55663.980000 sec): 3 clusters
  Score: Raw -255899.343092 + Penalty 2561.874967 = -253337.468125
  nChanged 7
		SP:Iteration 14Q (55664.190000 sec): 3 clusters
  Score: Raw -255901.871422 + Penalty 2561.874967 = -253339.996455
  nChanged 3
		SP:Iteration 15Q (55664.340000 sec): 3 clusters
  Score: Raw -255902.336042 + Penalty 2561.874967 = -253340.461075
  nChanged 0
		SP:Iteration 16F (55664.520000 sec): 3 clusters
  Score: Raw -255902.336042 + Penalty 2561.874967 = -253340.461075
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55664.620000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55664.820000 sec): 3 clusters
  Score: Raw -24445.656834 + Penalty 1786.579673 = -22659.077160
  nChanged 52
		SP:Iteration 1F (55664.960000 sec): 3 clusters
  Score: Raw -24557.651395 + Penalty 1786.579673 = -22771.071721
  nChanged 10
		SP:Iteration 2Q (55665.160000 sec): 3 clusters
  Score: Raw -24589.060708 + Penalty 1786.579673 = -22802.481035
  nChanged 6
		SP:Iteration 3Q (55665.370000 sec): 3 clusters
  Score: Raw -24612.162014 + Penalty 1786.579673 = -22825.582341
  nChanged 1
		SP:Iteration 4Q (55665.510000 sec): 3 clusters
  Score: Raw -24616.119759 + Penalty 1786.579673 = -22829.540085
  nChanged 1
		SP:Iteration 5Q (55665.680000 sec): 3 clusters
  Score: Raw -24622.519212 + Penalty 1786.579673 = -22835.939539
  nChanged 0
		SP:Iteration 6F (55665.860000 sec): 3 clusters
  Score: Raw -24622.519212 + Penalty 1786.579673 = -22835.939539
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55665.920000 sec): 2 clusters
  Score: Raw -303745.696165 + Penalty 1288.307410 = -302457.388755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55666.130000 sec): 3 clusters
  Score: Raw -302499.830729 + Penalty 2576.614820 = -299923.215909
  nChanged 1017
		SP:Iteration 1F (55666.320000 sec): 3 clusters
  Score: Raw -303115.618550 + Penalty 2576.614820 = -300539.003730
  nChanged 206
		SP:Iteration 2F (55666.490000 sec): 3 clusters
  Score: Raw -303238.210856 + Penalty 2576.614820 = -300661.596036
  nChanged 125
		SP:Iteration 3Q (55666.670000 sec): 3 clusters
  Score: Raw -303319.823764 + Penalty 2576.614820 = -300743.208944
  nChanged 104
		SP:Iteration 4Q (55666.850000 sec): 3 clusters
  Score: Raw -303394.814339 + Penalty 2576.614820 = -300818.199518
  nChanged 95
		SP:Iteration 5Q (55667.060000 sec): 3 clusters
  Score: Raw -303460.798909 + Penalty 2576.614820 = -300884.184089
  nChanged 79
		SP:Iteration 6Q (55667.240000 sec): 3 clusters
  Score: Raw -303505.380811 + Penalty 2576.614820 = -300928.765991
  nChanged 70
		SP:Iteration 7Q (55667.420000 sec): 3 clusters
  Score: Raw -303549.032518 + Penalty 2576.614820 = -300972.417698
  nChanged 62
		SP:Iteration 8Q (55667.620000 sec): 3 clusters
  Score: Raw -303588.019113 + Penalty 2576.614820 = -301011.404293
  nChanged 61
		SP:Iteration 9Q (55667.830000 sec): 3 clusters
  Score: Raw -303625.697938 + Penalty 2576.614820 = -301049.083118
  nChanged 56
		SP:Iteration 10Q (55667.990000 sec): 3 clusters
  Score: Raw -303661.507727 + Penalty 2576.614820 = -301084.892906
  nChanged 58
		SP:Iteration 11Q (55668.210000 sec): 3 clusters
  Score: Raw -303701.992538 + Penalty 2576.614820 = -301125.377717
  nChanged 58
		SP:Iteration 12Q (55668.370000 sec): 3 clusters
  Score: Raw -303747.165430 + Penalty 2576.614820 = -301170.550610
  nChanged 47
		SP:Iteration 13Q (55668.580000 sec): 3 clusters
  Score: Raw -303774.469085 + Penalty 2576.614820 = -301197.854265
  nChanged 43
		SP:Iteration 14Q (55668.760000 sec): 3 clusters
  Score: Raw -303800.448210 + Penalty 2576.614820 = -301223.833390
  nChanged 25
		SP:Iteration 15Q (55668.960000 sec): 3 clusters
  Score: Raw -303814.770854 + Penalty 2576.614820 = -301238.156033
  nChanged 22
		SP:Iteration 16Q (55669.150000 sec): 3 clusters
  Score: Raw -303826.515339 + Penalty 2576.614820 = -301249.900519
  nChanged 13
		SP:Iteration 17Q (55669.310000 sec): 3 clusters
  Score: Raw -303832.390462 + Penalty 2576.614820 = -301255.775642
  nChanged 6
		SP:Iteration 18Q (55669.500000 sec): 3 clusters
  Score: Raw -303835.036576 + Penalty 2576.614820 = -301258.421756
  nChanged 8
		SP:Iteration 19Q (55669.680000 sec): 3 clusters
  Score: Raw -303838.372096 + Penalty 2576.614820 = -301261.757276
  nChanged 8
		SP:Iteration 20F (55669.900000 sec): 3 clusters
  Score: Raw -303843.041465 + Penalty 2576.614820 = -301266.426645
  nChanged 5
		SP:Iteration 21Q (55670.060000 sec): 3 clusters
  Score: Raw -303844.963603 + Penalty 2576.614820 = -301268.348783
  nChanged 8
		SP:Iteration 22Q (55670.240000 sec): 3 clusters
  Score: Raw -303848.898371 + Penalty 2576.614820 = -301272.283551
  nChanged 5
		SP:Iteration 23Q (55670.420000 sec): 3 clusters
  Score: Raw -303850.427891 + Penalty 2576.614820 = -301273.813070
  nChanged 1
		SP:Iteration 24Q (55670.560000 sec): 3 clusters
  Score: Raw -303851.067708 + Penalty 2576.614820 = -301274.452888
  nChanged 3
		SP:Iteration 25Q (55670.700000 sec): 3 clusters
  Score: Raw -303852.487303 + Penalty 2576.614820 = -301275.872482
  nChanged 2
		SP:Iteration 26Q (55670.850000 sec): 3 clusters
  Score: Raw -303853.579591 + Penalty 2576.614820 = -301276.964770
  nChanged 3
		SP:Iteration 27Q (55671.010000 sec): 3 clusters
  Score: Raw -303854.903347 + Penalty 2576.614820 = -301278.288526
  nChanged 1
		SP:Iteration 28Q (55671.210000 sec): 3 clusters
  Score: Raw -303855.439435 + Penalty 2576.614820 = -301278.824615
  nChanged 2
		SP:Iteration 29Q (55671.350000 sec): 3 clusters
  Score: Raw -303856.050164 + Penalty 2576.614820 = -301279.435344
  nChanged 2
		SP:Iteration 30Q (55671.480000 sec): 3 clusters
  Score: Raw -303856.812665 + Penalty 2576.614820 = -301280.197845
  nChanged 1
		SP:Iteration 31Q (55671.660000 sec): 3 clusters
  Score: Raw -303857.052742 + Penalty 2576.614820 = -301280.437921
  nChanged 2
		SP:Iteration 32Q (55671.840000 sec): 3 clusters
  Score: Raw -303858.443704 + Penalty 2576.614820 = -301281.828884
  nChanged 1
		SP:Iteration 33Q (55672.040000 sec): 3 clusters
  Score: Raw -303859.032983 + Penalty 2576.614820 = -301282.418162
  nChanged 2
		SP:Iteration 34Q (55672.250000 sec): 3 clusters
  Score: Raw -303859.969979 + Penalty 2576.614820 = -301283.355159
  nChanged 3
		SP:Iteration 35Q (55672.420000 sec): 3 clusters
  Score: Raw -303861.932966 + Penalty 2576.614820 = -301285.318146
  nChanged 4
		SP:Iteration 36Q (55672.600000 sec): 3 clusters
  Score: Raw -303864.360350 + Penalty 2576.614820 = -301287.745530
  nChanged 3
		SP:Iteration 37Q (55672.790000 sec): 3 clusters
  Score: Raw -303865.680649 + Penalty 2576.614820 = -301289.065829
  nChanged 1
		SP:Iteration 38Q (55672.960000 sec): 3 clusters
  Score: Raw -303866.301033 + Penalty 2576.614820 = -301289.686213
  nChanged 2
		SP:Iteration 39Q (55673.130000 sec): 3 clusters
  Score: Raw -303866.546225 + Penalty 2576.614820 = -301289.931404
  nChanged 0
		SP:Iteration 40F (55673.330000 sec): 3 clusters
  Score: Raw -303866.546225 + Penalty 2576.614820 = -301289.931404
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55673.430000 sec): 2 clusters
  Score: Raw -829646.057517 + Penalty 1457.860375 = -828188.197142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55673.650000 sec): 3 clusters
  Score: Raw -825252.210853 + Penalty 2915.720751 = -822336.490102
  nChanged 3421
		SP:Iteration 1F (55673.900000 sec): 3 clusters
  Score: Raw -827233.008101 + Penalty 2915.720751 = -824317.287351
  nChanged 601
		SP:Iteration 2F (55674.100000 sec): 3 clusters
  Score: Raw -827612.021972 + Penalty 2915.720751 = -824696.301221
  nChanged 546
		SP:Iteration 3F (55674.300000 sec): 3 clusters
  Score: Raw -827957.938823 + Penalty 2915.720751 = -825042.218072
  nChanged 490
		SP:Iteration 4F (55674.520000 sec): 3 clusters
  Score: Raw -828274.342257 + Penalty 2915.720751 = -825358.621506
  nChanged 417
		SP:Iteration 5F (55674.720000 sec): 3 clusters
  Score: Raw -828523.304401 + Penalty 2915.720751 = -825607.583650
  nChanged 351
		SP:Iteration 6Q (55674.940000 sec): 3 clusters
  Score: Raw -828714.358765 + Penalty 2915.720751 = -825798.638015
  nChanged 308
		SP:Iteration 7Q (55675.120000 sec): 3 clusters
  Score: Raw -828876.790577 + Penalty 2915.720751 = -825961.069827
  nChanged 260
		SP:Iteration 8Q (55675.300000 sec): 3 clusters
  Score: Raw -828992.070873 + Penalty 2915.720751 = -826076.350123
  nChanged 189
		SP:Iteration 9Q (55675.490000 sec): 3 clusters
  Score: Raw -829068.411644 + Penalty 2915.720751 = -826152.690893
  nChanged 179
		SP:Iteration 10Q (55675.720000 sec): 3 clusters
  Score: Raw -829143.069755 + Penalty 2915.720751 = -826227.349004
  nChanged 155
		SP:Iteration 11Q (55675.910000 sec): 3 clusters
  Score: Raw -829195.947716 + Penalty 2915.720751 = -826280.226965
  nChanged 114
		SP:Iteration 12Q (55676.120000 sec): 3 clusters
  Score: Raw -829236.863835 + Penalty 2915.720751 = -826321.143084
  nChanged 99
		SP:Iteration 13Q (55676.370000 sec): 3 clusters
  Score: Raw -829266.265531 + Penalty 2915.720751 = -826350.544781
  nChanged 79
		SP:Iteration 14Q (55676.560000 sec): 3 clusters
  Score: Raw -829281.610411 + Penalty 2915.720751 = -826365.889661
  nChanged 52
		SP:Iteration 15Q (55676.780000 sec): 3 clusters
  Score: Raw -829291.137063 + Penalty 2915.720751 = -826375.416312
  nChanged 45
		SP:Iteration 16Q (55676.980000 sec): 3 clusters
  Score: Raw -829299.316416 + Penalty 2915.720751 = -826383.595665
  nChanged 44
		SP:Iteration 17Q (55677.170000 sec): 3 clusters
  Score: Raw -829307.158003 + Penalty 2915.720751 = -826391.437252
  nChanged 35
		SP:Iteration 18Q (55677.370000 sec): 3 clusters
  Score: Raw -829312.561961 + Penalty 2915.720751 = -826396.841211
  nChanged 24
		SP:Iteration 19Q (55677.550000 sec): 3 clusters
  Score: Raw -829315.190938 + Penalty 2915.720751 = -826399.470187
  nChanged 19
		SP:Iteration 20F (55677.790000 sec): 3 clusters
  Score: Raw -829318.452919 + Penalty 2915.720751 = -826402.732168
  nChanged 19
		SP:Iteration 21Q (55678.000000 sec): 3 clusters
  Score: Raw -829321.725289 + Penalty 2915.720751 = -826406.004539
  nChanged 17
		SP:Iteration 22Q (55678.220000 sec): 3 clusters
  Score: Raw -829324.098454 + Penalty 2915.720751 = -826408.377703
  nChanged 18
		SP:Iteration 23Q (55678.420000 sec): 3 clusters
  Score: Raw -829326.924769 + Penalty 2915.720751 = -826411.204018
  nChanged 24
		SP:Iteration 24Q (55678.650000 sec): 3 clusters
  Score: Raw -829332.418303 + Penalty 2915.720751 = -826416.697552
  nChanged 20
		SP:Iteration 25Q (55678.820000 sec): 3 clusters
  Score: Raw -829335.839035 + Penalty 2915.720751 = -826420.118284
  nChanged 21
		SP:Iteration 26Q (55679.030000 sec): 3 clusters
  Score: Raw -829338.602509 + Penalty 2915.720751 = -826422.881758
  nChanged 10
		SP:Iteration 27Q (55679.200000 sec): 3 clusters
  Score: Raw -829339.844173 + Penalty 2915.720751 = -826424.123422
  nChanged 14
		SP:Iteration 28Q (55679.370000 sec): 3 clusters
  Score: Raw -829341.882713 + Penalty 2915.720751 = -826426.161962
  nChanged 14
		SP:Iteration 29Q (55679.610000 sec): 3 clusters
  Score: Raw -829343.572818 + Penalty 2915.720751 = -826427.852067
  nChanged 13
		SP:Iteration 30Q (55679.810000 sec): 3 clusters
  Score: Raw -829345.499473 + Penalty 2915.720751 = -826429.778722
  nChanged 15
		SP:Iteration 31Q (55680.050000 sec): 3 clusters
  Score: Raw -829348.276483 + Penalty 2915.720751 = -826432.555732
  nChanged 14
		SP:Iteration 32Q (55680.260000 sec): 3 clusters
  Score: Raw -829350.600200 + Penalty 2915.720751 = -826434.879450
  nChanged 14
		SP:Iteration 33Q (55680.490000 sec): 3 clusters
  Score: Raw -829352.323274 + Penalty 2915.720751 = -826436.602524
  nChanged 8
		SP:Iteration 34Q (55680.690000 sec): 3 clusters
  Score: Raw -829353.243832 + Penalty 2915.720751 = -826437.523082
  nChanged 4
		SP:Iteration 35Q (55680.890000 sec): 3 clusters
  Score: Raw -829353.773385 + Penalty 2915.720751 = -826438.052635
  nChanged 6
		SP:Iteration 36Q (55681.070000 sec): 3 clusters
  Score: Raw -829354.375337 + Penalty 2915.720751 = -826438.654587
  nChanged 6
		SP:Iteration 37Q (55681.260000 sec): 3 clusters
  Score: Raw -829355.041373 + Penalty 2915.720751 = -826439.320622
  nChanged 8
		SP:Iteration 38Q (55681.440000 sec): 3 clusters
  Score: Raw -829356.253207 + Penalty 2915.720751 = -826440.532457
  nChanged 4
		SP:Iteration 39Q (55681.630000 sec): 3 clusters
  Score: Raw -829356.687480 + Penalty 2915.720751 = -826440.966729
  nChanged 3
		SP:Iteration 40F (55681.850000 sec): 3 clusters
  Score: Raw -829356.893882 + Penalty 2915.720751 = -826441.173131
  nChanged 1
		SP:Iteration 41Q (55682.020000 sec): 3 clusters
  Score: Raw -829356.922921 + Penalty 2915.720751 = -826441.202170
  nChanged 1
		SP:Iteration 42Q (55682.250000 sec): 3 clusters
  Score: Raw -829356.972258 + Penalty 2915.720751 = -826441.251507
  nChanged 1
		SP:Iteration 43Q (55682.430000 sec): 3 clusters
  Score: Raw -829357.019493 + Penalty 2915.720751 = -826441.298742
  nChanged 1
		SP:Iteration 44Q (55682.650000 sec): 3 clusters
  Score: Raw -829357.153804 + Penalty 2915.720751 = -826441.433054
  nChanged 1
		SP:Iteration 45Q (55682.850000 sec): 3 clusters
  Score: Raw -829357.223219 + Penalty 2915.720751 = -826441.502468
  nChanged 0
		SP:Iteration 46F (55683.010000 sec): 3 clusters
  Score: Raw -829357.223219 + Penalty 2915.720751 = -826441.502468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55683.170000 sec): 2 clusters
  Score: Raw -1583437.084835 + Penalty 1566.189412 = -1581870.895424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55683.430000 sec): 3 clusters
  Score: Raw -1574425.182392 + Penalty 3132.378824 = -1571292.803568
  nChanged 6857
		SP:Iteration 1F (55683.690000 sec): 3 clusters
  Score: Raw -1578243.175064 + Penalty 3132.378824 = -1575110.796241
  nChanged 953
		SP:Iteration 2F (55683.910000 sec): 3 clusters
  Score: Raw -1578707.303141 + Penalty 3132.378824 = -1575574.924318
  nChanged 887
		SP:Iteration 3F (55684.160000 sec): 3 clusters
  Score: Raw -1579160.443894 + Penalty 3132.378824 = -1576028.065070
  nChanged 865
		SP:Iteration 4F (55684.440000 sec): 3 clusters
  Score: Raw -1579622.833899 + Penalty 3132.378824 = -1576490.455075
  nChanged 815
		SP:Iteration 5F (55684.670000 sec): 3 clusters
  Score: Raw -1580061.321957 + Penalty 3132.378824 = -1576928.943133
  nChanged 705
		SP:Iteration 6Q (55684.890000 sec): 3 clusters
  Score: Raw -1580455.388455 + Penalty 3132.378824 = -1577323.009632
  nChanged 687
		SP:Iteration 7Q (55685.130000 sec): 3 clusters
  Score: Raw -1580818.796255 + Penalty 3132.378824 = -1577686.417432
  nChanged 638
		SP:Iteration 8Q (55685.370000 sec): 3 clusters
  Score: Raw -1581156.547740 + Penalty 3132.378824 = -1578024.168916
  nChanged 601
		SP:Iteration 9Q (55685.600000 sec): 3 clusters
  Score: Raw -1581455.182645 + Penalty 3132.378824 = -1578322.803822
  nChanged 512
		SP:Iteration 10Q (55685.850000 sec): 3 clusters
  Score: Raw -1581675.354211 + Penalty 3132.378824 = -1578542.975387
  nChanged 428
		SP:Iteration 11Q (55686.090000 sec): 3 clusters
  Score: Raw -1581846.333945 + Penalty 3132.378824 = -1578713.955121
  nChanged 351
		SP:Iteration 12Q (55686.340000 sec): 3 clusters
  Score: Raw -1581972.147827 + Penalty 3132.378824 = -1578839.769003
  nChanged 304
		SP:Iteration 13Q (55686.610000 sec): 3 clusters
  Score: Raw -1582065.916201 + Penalty 3132.378824 = -1578933.537378
  nChanged 232
		SP:Iteration 14Q (55686.830000 sec): 3 clusters
  Score: Raw -1582125.607247 + Penalty 3132.378824 = -1578993.228423
  nChanged 170
		SP:Iteration 15Q (55687.100000 sec): 3 clusters
  Score: Raw -1582162.021227 + Penalty 3132.378824 = -1579029.642403
  nChanged 139
		SP:Iteration 16Q (55687.300000 sec): 3 clusters
  Score: Raw -1582189.630292 + Penalty 3132.378824 = -1579057.251468
  nChanged 120
		SP:Iteration 17Q (55687.550000 sec): 3 clusters
  Score: Raw -1582214.787394 + Penalty 3132.378824 = -1579082.408571
  nChanged 119
		SP:Iteration 18Q (55687.820000 sec): 3 clusters
  Score: Raw -1582237.221319 + Penalty 3132.378824 = -1579104.842496
  nChanged 117
		SP:Iteration 19Q (55688.050000 sec): 3 clusters
  Score: Raw -1582259.693165 + Penalty 3132.378824 = -1579127.314341
  nChanged 105
		SP:Iteration 20F (55688.320000 sec): 3 clusters
  Score: Raw -1582282.589169 + Penalty 3132.378824 = -1579150.210346
  nChanged 118
		SP:Iteration 21Q (55688.570000 sec): 3 clusters
  Score: Raw -1582310.630136 + Penalty 3132.378824 = -1579178.251313
  nChanged 123
		SP:Iteration 22Q (55688.790000 sec): 3 clusters
  Score: Raw -1582333.278489 + Penalty 3132.378824 = -1579200.899666
  nChanged 97
		SP:Iteration 23Q (55689.000000 sec): 3 clusters
  Score: Raw -1582348.752122 + Penalty 3132.378824 = -1579216.373298
  nChanged 84
		SP:Iteration 24Q (55689.250000 sec): 3 clusters
  Score: Raw -1582363.792534 + Penalty 3132.378824 = -1579231.413710
  nChanged 87
		SP:Iteration 25Q (55689.510000 sec): 3 clusters
  Score: Raw -1582379.505019 + Penalty 3132.378824 = -1579247.126195
  nChanged 91
		SP:Iteration 26Q (55689.740000 sec): 3 clusters
  Score: Raw -1582394.862678 + Penalty 3132.378824 = -1579262.483854
  nChanged 85
		SP:Iteration 27Q (55690.020000 sec): 3 clusters
  Score: Raw -1582411.632851 + Penalty 3132.378824 = -1579279.254028
  nChanged 101
		SP:Iteration 28Q (55690.230000 sec): 3 clusters
  Score: Raw -1582436.675766 + Penalty 3132.378824 = -1579304.296942
  nChanged 115
		SP:Iteration 29Q (55690.480000 sec): 3 clusters
  Score: Raw -1582463.334518 + Penalty 3132.378824 = -1579330.955695
  nChanged 114
		SP:Iteration 30Q (55690.700000 sec): 3 clusters
  Score: Raw -1582487.220077 + Penalty 3132.378824 = -1579354.841253
  nChanged 120
		SP:Iteration 31Q (55690.930000 sec): 3 clusters
  Score: Raw -1582509.603681 + Penalty 3132.378824 = -1579377.224857
  nChanged 104
		SP:Iteration 32Q (55691.190000 sec): 3 clusters
  Score: Raw -1582530.901615 + Penalty 3132.378824 = -1579398.522791
  nChanged 108
		SP:Iteration 33Q (55691.400000 sec): 3 clusters
  Score: Raw -1582554.893434 + Penalty 3132.378824 = -1579422.514610
  nChanged 95
		SP:Iteration 34Q (55691.670000 sec): 3 clusters
  Score: Raw -1582574.677179 + Penalty 3132.378824 = -1579442.298356
  nChanged 95
		SP:Iteration 35Q (55691.850000 sec): 3 clusters
  Score: Raw -1582596.433791 + Penalty 3132.378824 = -1579464.054967
  nChanged 93
		SP:Iteration 36Q (55692.080000 sec): 3 clusters
  Score: Raw -1582621.440534 + Penalty 3132.378824 = -1579489.061711
  nChanged 104
		SP:Iteration 37Q (55692.290000 sec): 3 clusters
  Score: Raw -1582653.121294 + Penalty 3132.378824 = -1579520.742470
  nChanged 121
		SP:Iteration 38Q (55692.510000 sec): 3 clusters
  Score: Raw -1582686.531061 + Penalty 3132.378824 = -1579554.152238
  nChanged 111
		SP:Iteration 39Q (55692.760000 sec): 3 clusters
  Score: Raw -1582713.357473 + Penalty 3132.378824 = -1579580.978649
  nChanged 108
		SP:Iteration 40F (55693.000000 sec): 3 clusters
  Score: Raw -1582738.743165 + Penalty 3132.378824 = -1579606.364341
  nChanged 100
		SP:Iteration 41Q (55693.210000 sec): 3 clusters
  Score: Raw -1582763.363029 + Penalty 3132.378824 = -1579630.984205
  nChanged 91
		SP:Iteration 42Q (55693.420000 sec): 3 clusters
  Score: Raw -1582785.352920 + Penalty 3132.378824 = -1579652.974096
  nChanged 93
		SP:Iteration 43Q (55693.670000 sec): 3 clusters
  Score: Raw -1582809.841384 + Penalty 3132.378824 = -1579677.462560
  nChanged 107
		SP:Iteration 44Q (55693.890000 sec): 3 clusters
  Score: Raw -1582844.029751 + Penalty 3132.378824 = -1579711.650927
  nChanged 116
		SP:Iteration 45Q (55694.150000 sec): 3 clusters
  Score: Raw -1582884.550644 + Penalty 3132.378824 = -1579752.171821
  nChanged 134
		SP:Iteration 46Q (55694.350000 sec): 3 clusters
  Score: Raw -1582930.385098 + Penalty 3132.378824 = -1579798.006274
  nChanged 122
		SP:Iteration 47Q (55694.620000 sec): 3 clusters
  Score: Raw -1582973.936665 + Penalty 3132.378824 = -1579841.557841
  nChanged 116
		SP:Iteration 48Q (55694.860000 sec): 3 clusters
  Score: Raw -1583017.086039 + Penalty 3132.378824 = -1579884.707215
  nChanged 109
		SP:Iteration 49Q (55695.090000 sec): 3 clusters
  Score: Raw -1583054.415240 + Penalty 3132.378824 = -1579922.036416
  nChanged 103
		SP:Iteration 50Q (55695.310000 sec): 3 clusters
  Score: Raw -1583089.361541 + Penalty 3132.378824 = -1579956.982718
  nChanged 94
		SP:Iteration 51Q (55695.590000 sec): 3 clusters
  Score: Raw -1583122.683528 + Penalty 3132.378824 = -1579990.304704
  nChanged 96
		SP:Iteration 52Q (55695.820000 sec): 3 clusters
  Score: Raw -1583162.712971 + Penalty 3132.378824 = -1580030.334147
  nChanged 104
		SP:Iteration 53Q (55696.040000 sec): 3 clusters
  Score: Raw -1583208.208691 + Penalty 3132.378824 = -1580075.829868
  nChanged 114
		SP:Iteration 54Q (55696.270000 sec): 3 clusters
  Score: Raw -1583261.574129 + Penalty 3132.378824 = -1580129.195305
  nChanged 105
		SP:Iteration 55Q (55696.540000 sec): 3 clusters
  Score: Raw -1583308.899094 + Penalty 3132.378824 = -1580176.520271
  nChanged 86
		SP:Iteration 56Q (55696.770000 sec): 3 clusters
  Score: Raw -1583344.100369 + Penalty 3132.378824 = -1580211.721545
  nChanged 72
		SP:Iteration 57Q (55697.010000 sec): 3 clusters
  Score: Raw -1583375.094062 + Penalty 3132.378824 = -1580242.715238
  nChanged 75
		SP:Iteration 58Q (55697.240000 sec): 3 clusters
  Score: Raw -1583405.980410 + Penalty 3132.378824 = -1580273.601587
  nChanged 60
		SP:Iteration 59Q (55697.480000 sec): 3 clusters
  Score: Raw -1583437.239230 + Penalty 3132.378824 = -1580304.860406
  nChanged 66
		SP:Iteration 60F (55697.770000 sec): 3 clusters
  Score: Raw -1583467.553292 + Penalty 3132.378824 = -1580335.174468
  nChanged 60
		SP:Iteration 61Q (55698.010000 sec): 3 clusters
  Score: Raw -1583496.153829 + Penalty 3132.378824 = -1580363.775006
  nChanged 55
		SP:Iteration 62Q (55698.250000 sec): 3 clusters
  Score: Raw -1583525.346706 + Penalty 3132.378824 = -1580392.967882
  nChanged 64
		SP:Iteration 63Q (55698.480000 sec): 3 clusters
  Score: Raw -1583561.436722 + Penalty 3132.378824 = -1580429.057898
  nChanged 62
		SP:Iteration 64Q (55698.730000 sec): 3 clusters
  Score: Raw -1583596.633328 + Penalty 3132.378824 = -1580464.254504
  nChanged 56
		SP:Iteration 65Q (55698.960000 sec): 3 clusters
  Score: Raw -1583626.083301 + Penalty 3132.378824 = -1580493.704477
  nChanged 49
		SP:Iteration 66Q (55699.240000 sec): 3 clusters
  Score: Raw -1583650.209847 + Penalty 3132.378824 = -1580517.831023
  nChanged 40
		SP:Iteration 67Q (55699.400000 sec): 3 clusters
  Score: Raw -1583671.456524 + Penalty 3132.378824 = -1580539.077701
  nChanged 34
		SP:Iteration 68Q (55699.680000 sec): 3 clusters
  Score: Raw -1583690.899354 + Penalty 3132.378824 = -1580558.520530
  nChanged 29
		SP:Iteration 69Q (55699.890000 sec): 3 clusters
  Score: Raw -1583706.193488 + Penalty 3132.378824 = -1580573.814665
  nChanged 30
		SP:Iteration 70Q (55700.140000 sec): 3 clusters
  Score: Raw -1583723.920477 + Penalty 3132.378824 = -1580591.541653
  nChanged 29
		SP:Iteration 71Q (55700.380000 sec): 3 clusters
  Score: Raw -1583739.635173 + Penalty 3132.378824 = -1580607.256349
  nChanged 16
		SP:Iteration 72Q (55700.620000 sec): 3 clusters
  Score: Raw -1583748.376192 + Penalty 3132.378824 = -1580615.997369
  nChanged 11
		SP:Iteration 73Q (55700.820000 sec): 3 clusters
  Score: Raw -1583755.021878 + Penalty 3132.378824 = -1580622.643054
  nChanged 14
		SP:Iteration 74Q (55701.050000 sec): 3 clusters
  Score: Raw -1583761.216375 + Penalty 3132.378824 = -1580628.837551
  nChanged 9
		SP:Iteration 75Q (55701.320000 sec): 3 clusters
  Score: Raw -1583766.546932 + Penalty 3132.378824 = -1580634.168109
  nChanged 6
		SP:Iteration 76Q (55701.540000 sec): 3 clusters
  Score: Raw -1583770.200886 + Penalty 3132.378824 = -1580637.822062
  nChanged 4
		SP:Iteration 77Q (55701.790000 sec): 3 clusters
  Score: Raw -1583772.609967 + Penalty 3132.378824 = -1580640.231144
  nChanged 3
		SP:Iteration 78Q (55702.020000 sec): 3 clusters
  Score: Raw -1583774.272183 + Penalty 3132.378824 = -1580641.893360
  nChanged 4
		SP:Iteration 79Q (55702.270000 sec): 3 clusters
  Score: Raw -1583776.702698 + Penalty 3132.378824 = -1580644.323874
  nChanged 3
		SP:Iteration 80F (55702.530000 sec): 3 clusters
  Score: Raw -1583778.213513 + Penalty 3132.378824 = -1580645.834690
  nChanged 4
		SP:Iteration 81Q (55702.730000 sec): 3 clusters
  Score: Raw -1583780.334163 + Penalty 3132.378824 = -1580647.955339
  nChanged 1
		SP:Iteration 82Q (55702.970000 sec): 3 clusters
  Score: Raw -1583780.726411 + Penalty 3132.378824 = -1580648.347587
  nChanged 2
		SP:Iteration 83Q (55703.210000 sec): 3 clusters
  Score: Raw -1583781.899871 + Penalty 3132.378824 = -1580649.521047
  nChanged 2
		SP:Iteration 84Q (55703.420000 sec): 3 clusters
  Score: Raw -1583782.751851 + Penalty 3132.378824 = -1580650.373028
  nChanged 2
		SP:Iteration 85Q (55703.660000 sec): 3 clusters
  Score: Raw -1583783.990924 + Penalty 3132.378824 = -1580651.612101
  nChanged 3
		SP:Iteration 86Q (55703.910000 sec): 3 clusters
  Score: Raw -1583785.828680 + Penalty 3132.378824 = -1580653.449857
  nChanged 1
		SP:Iteration 87Q (55704.140000 sec): 3 clusters
  Score: Raw -1583786.249770 + Penalty 3132.378824 = -1580653.870946
  nChanged 1
		SP:Iteration 88Q (55704.330000 sec): 3 clusters
  Score: Raw -1583786.473032 + Penalty 3132.378824 = -1580654.094208
  nChanged 1
		SP:Iteration 89Q (55704.560000 sec): 3 clusters
  Score: Raw -1583786.993600 + Penalty 3132.378824 = -1580654.614777
  nChanged 0
		SP:Iteration 90F (55704.810000 sec): 3 clusters
  Score: Raw -1583786.993600 + Penalty 3132.378824 = -1580654.614777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55704.970000 sec): 2 clusters
  Score: Raw -177892.668388 + Penalty 1226.811489 = -176665.856899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55705.110000 sec): 3 clusters
  Score: Raw -177137.344731 + Penalty 2453.622979 = -174683.721753
  nChanged 675
		SP:Iteration 1F (55705.300000 sec): 3 clusters
  Score: Raw -177726.828887 + Penalty 2453.622979 = -175273.205908
  nChanged 204
		SP:Iteration 2F (55705.490000 sec): 3 clusters
  Score: Raw -178031.284607 + Penalty 2453.622979 = -175577.661628
  nChanged 162
		SP:Iteration 3F (55705.690000 sec): 3 clusters
  Score: Raw -178266.975197 + Penalty 2453.622979 = -175813.352219
  nChanged 131
		SP:Iteration 4F (55705.830000 sec): 3 clusters
  Score: Raw -178433.236654 + Penalty 2453.622979 = -175979.613675
  nChanged 82
		SP:Iteration 5Q (55706.010000 sec): 3 clusters
  Score: Raw -178511.262555 + Penalty 2453.622979 = -176057.639576
  nChanged 57
		SP:Iteration 6Q (55706.180000 sec): 3 clusters
  Score: Raw -178565.694333 + Penalty 2453.622979 = -176112.071354
  nChanged 32
		SP:Iteration 7Q (55706.390000 sec): 3 clusters
  Score: Raw -178598.108490 + Penalty 2453.622979 = -176144.485512
  nChanged 29
		SP:Iteration 8Q (55706.630000 sec): 3 clusters
  Score: Raw -178616.737263 + Penalty 2453.622979 = -176163.114284
  nChanged 10
		SP:Iteration 9Q (55706.750000 sec): 3 clusters
  Score: Raw -178628.242052 + Penalty 2453.622979 = -176174.619073
  nChanged 13
		SP:Iteration 10Q (55706.910000 sec): 3 clusters
  Score: Raw -178635.345492 + Penalty 2453.622979 = -176181.722513
  nChanged 9
		SP:Iteration 11Q (55707.100000 sec): 3 clusters
  Score: Raw -178644.198997 + Penalty 2453.622979 = -176190.576019
  nChanged 11
		SP:Iteration 12Q (55707.280000 sec): 3 clusters
  Score: Raw -178651.245774 + Penalty 2453.622979 = -176197.622795
  nChanged 9
		SP:Iteration 13Q (55707.470000 sec): 3 clusters
  Score: Raw -178655.454035 + Penalty 2453.622979 = -176201.831056
  nChanged 6
		SP:Iteration 14Q (55707.600000 sec): 3 clusters
  Score: Raw -178657.874314 + Penalty 2453.622979 = -176204.251335
  nChanged 8
		SP:Iteration 15Q (55707.800000 sec): 3 clusters
  Score: Raw -178662.368749 + Penalty 2453.622979 = -176208.745770
  nChanged 11
		SP:Iteration 16Q (55708.000000 sec): 3 clusters
  Score: Raw -178671.861313 + Penalty 2453.622979 = -176218.238335
  nChanged 12
		SP:Iteration 17Q (55708.170000 sec): 3 clusters
  Score: Raw -178686.281869 + Penalty 2453.622979 = -176232.658890
  nChanged 10
		SP:Iteration 18Q (55708.340000 sec): 3 clusters
  Score: Raw -178695.196892 + Penalty 2453.622979 = -176241.573913
  nChanged 6
		SP:Iteration 19Q (55708.450000 sec): 3 clusters
  Score: Raw -178704.281801 + Penalty 2453.622979 = -176250.658823
  nChanged 9
		SP:Iteration 20F (55708.560000 sec): 3 clusters
  Score: Raw -178710.768285 + Penalty 2453.622979 = -176257.145306
  nChanged 9
		SP:Iteration 21Q (55708.750000 sec): 3 clusters
  Score: Raw -178717.906997 + Penalty 2453.622979 = -176264.284018
  nChanged 12
		SP:Iteration 22Q (55708.880000 sec): 3 clusters
  Score: Raw -178726.429394 + Penalty 2453.622979 = -176272.806415
  nChanged 10
		SP:Iteration 23Q (55709.060000 sec): 3 clusters
  Score: Raw -178733.033479 + Penalty 2453.622979 = -176279.410500
  nChanged 10
		SP:Iteration 24Q (55709.240000 sec): 3 clusters
  Score: Raw -178737.792254 + Penalty 2453.622979 = -176284.169275
  nChanged 7
		SP:Iteration 25Q (55709.390000 sec): 3 clusters
  Score: Raw -178741.156831 + Penalty 2453.622979 = -176287.533852
  nChanged 3
		SP:Iteration 26Q (55709.540000 sec): 3 clusters
  Score: Raw -178743.103976 + Penalty 2453.622979 = -176289.480997
  nChanged 6
		SP:Iteration 27Q (55709.720000 sec): 3 clusters
  Score: Raw -178745.982769 + Penalty 2453.622979 = -176292.359790
  nChanged 4
		SP:Iteration 28Q (55709.910000 sec): 3 clusters
  Score: Raw -178749.197776 + Penalty 2453.622979 = -176295.574798
  nChanged 4
		SP:Iteration 29Q (55710.030000 sec): 3 clusters
  Score: Raw -178752.170820 + Penalty 2453.622979 = -176298.547841
  nChanged 5
		SP:Iteration 30Q (55710.210000 sec): 3 clusters
  Score: Raw -178754.860938 + Penalty 2453.622979 = -176301.237959
  nChanged 3
		SP:Iteration 31Q (55710.380000 sec): 3 clusters
  Score: Raw -178756.495025 + Penalty 2453.622979 = -176302.872046
  nChanged 4
		SP:Iteration 32Q (55710.520000 sec): 3 clusters
  Score: Raw -178759.233296 + Penalty 2453.622979 = -176305.610317
  nChanged 1
		SP:Iteration 33Q (55710.740000 sec): 3 clusters
  Score: Raw -178760.002754 + Penalty 2453.622979 = -176306.379775
  nChanged 0
		SP:Iteration 34F (55710.850000 sec): 3 clusters
  Score: Raw -178760.002754 + Penalty 2453.622979 = -176306.379775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55710.960000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55711.110000 sec): 3 clusters
  Score: Raw -121107.001224 + Penalty 2290.725583 = -118816.275641
  nChanged 364
		SP:Iteration 1F (55711.290000 sec): 3 clusters
  Score: Raw -121459.467100 + Penalty 2290.725583 = -119168.741518
  nChanged 112
		SP:Iteration 2F (55711.440000 sec): 3 clusters
  Score: Raw -121597.094858 + Penalty 2290.725583 = -119306.369275
  nChanged 67
		SP:Iteration 3F (55711.630000 sec): 3 clusters
  Score: Raw -121665.348293 + Penalty 2290.725583 = -119374.622710
  nChanged 45
		SP:Iteration 4Q (55711.800000 sec): 3 clusters
  Score: Raw -121719.823551 + Penalty 2290.725583 = -119429.097968
  nChanged 39
		SP:Iteration 5Q (55711.980000 sec): 3 clusters
  Score: Raw -121759.767388 + Penalty 2290.725583 = -119469.041805
  nChanged 23
		SP:Iteration 6Q (55712.150000 sec): 3 clusters
  Score: Raw -121777.882208 + Penalty 2290.725583 = -119487.156625
  nChanged 13
		SP:Iteration 7Q (55712.310000 sec): 3 clusters
  Score: Raw -121786.896955 + Penalty 2290.725583 = -119496.171372
  nChanged 14
		SP:Iteration 8Q (55712.480000 sec): 3 clusters
  Score: Raw -121797.196662 + Penalty 2290.725583 = -119506.471079
  nChanged 17
		SP:Iteration 9Q (55712.640000 sec): 3 clusters
  Score: Raw -121808.149569 + Penalty 2290.725583 = -119517.423986
  nChanged 12
		SP:Iteration 10Q (55712.800000 sec): 3 clusters
  Score: Raw -121818.039469 + Penalty 2290.725583 = -119527.313886
  nChanged 9
		SP:Iteration 11Q (55712.950000 sec): 3 clusters
  Score: Raw -121827.945093 + Penalty 2290.725583 = -119537.219510
  nChanged 17
		SP:Iteration 12Q (55713.090000 sec): 3 clusters
  Score: Raw -121843.254785 + Penalty 2290.725583 = -119552.529202
  nChanged 19
		SP:Iteration 13Q (55713.280000 sec): 3 clusters
  Score: Raw -121869.394913 + Penalty 2290.725583 = -119578.669330
  nChanged 17
		SP:Iteration 14Q (55713.450000 sec): 3 clusters
  Score: Raw -121893.081288 + Penalty 2290.725583 = -119602.355705
  nChanged 18
		SP:Iteration 15Q (55713.630000 sec): 3 clusters
  Score: Raw -121909.343704 + Penalty 2290.725583 = -119618.618121
  nChanged 17
		SP:Iteration 16Q (55713.800000 sec): 3 clusters
  Score: Raw -121930.189591 + Penalty 2290.725583 = -119639.464008
  nChanged 16
		SP:Iteration 17Q (55713.980000 sec): 3 clusters
  Score: Raw -121950.158088 + Penalty 2290.725583 = -119659.432505
  nChanged 17
		SP:Iteration 18Q (55714.160000 sec): 3 clusters
  Score: Raw -121968.431084 + Penalty 2290.725583 = -119677.705501
  nChanged 14
		SP:Iteration 19Q (55714.340000 sec): 3 clusters
  Score: Raw -121983.265828 + Penalty 2290.725583 = -119692.540246
  nChanged 16
		SP:Iteration 20F (55714.480000 sec): 3 clusters
  Score: Raw -122006.772704 + Penalty 2290.725583 = -119716.047121
  nChanged 20
		SP:Iteration 21Q (55714.630000 sec): 3 clusters
  Score: Raw -122062.074756 + Penalty 2290.725583 = -119771.349173
  nChanged 29
		SP:Iteration 22Q (55714.790000 sec): 3 clusters
  Score: Raw -122137.277915 + Penalty 2290.725583 = -119846.552332
  nChanged 30
		SP:Iteration 23Q (55714.980000 sec): 3 clusters
  Score: Raw -122206.644333 + Penalty 2290.725583 = -119915.918751
  nChanged 29
		SP:Iteration 24Q (55715.130000 sec): 3 clusters
  Score: Raw -122252.079980 + Penalty 2290.725583 = -119961.354397
  nChanged 27
		SP:Iteration 25Q (55715.280000 sec): 3 clusters
  Score: Raw -122289.533929 + Penalty 2290.725583 = -119998.808346
  nChanged 17
		SP:Iteration 26Q (55715.480000 sec): 3 clusters
  Score: Raw -122311.134649 + Penalty 2290.725583 = -120020.409066
  nChanged 11
		SP:Iteration 27Q (55715.630000 sec): 3 clusters
  Score: Raw -122324.696226 + Penalty 2290.725583 = -120033.970643
  nChanged 7
		SP:Iteration 28Q (55715.820000 sec): 3 clusters
  Score: Raw -122334.985752 + Penalty 2290.725583 = -120044.260170
  nChanged 8
		SP:Iteration 29Q (55716.030000 sec): 3 clusters
  Score: Raw -122342.815973 + Penalty 2290.725583 = -120052.090390
  nChanged 6
		SP:Iteration 30Q (55716.170000 sec): 3 clusters
  Score: Raw -122348.262799 + Penalty 2290.725583 = -120057.537217
  nChanged 2
		SP:Iteration 31Q (55716.360000 sec): 3 clusters
  Score: Raw -122349.530295 + Penalty 2290.725583 = -120058.804712
  nChanged 4
		SP:Iteration 32Q (55716.500000 sec): 3 clusters
  Score: Raw -122352.746615 + Penalty 2290.725583 = -120062.021032
  nChanged 2
		SP:Iteration 33Q (55716.680000 sec): 3 clusters
  Score: Raw -122354.681562 + Penalty 2290.725583 = -120063.955979
  nChanged 2
		SP:Iteration 34Q (55716.880000 sec): 3 clusters
  Score: Raw -122356.549729 + Penalty 2290.725583 = -120065.824146
  nChanged 0
		SP:Iteration 35F (55717.070000 sec): 3 clusters
  Score: Raw -122356.549729 + Penalty 2290.725583 = -120065.824146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55717.180000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55717.360000 sec): 3 clusters
  Score: Raw -120791.570667 + Penalty 2288.743006 = -118502.827661
  nChanged 354
		SP:Iteration 1F (55717.550000 sec): 3 clusters
  Score: Raw -121092.118308 + Penalty 2288.743006 = -118803.375302
  nChanged 95
		SP:Iteration 2F (55717.710000 sec): 3 clusters
  Score: Raw -121182.258939 + Penalty 2288.743006 = -118893.515933
  nChanged 50
		SP:Iteration 3Q (55717.880000 sec): 3 clusters
  Score: Raw -121224.873053 + Penalty 2288.743006 = -118936.130048
  nChanged 25
		SP:Iteration 4Q (55718.070000 sec): 3 clusters
  Score: Raw -121247.118816 + Penalty 2288.743006 = -118958.375810
  nChanged 24
		SP:Iteration 5Q (55718.250000 sec): 3 clusters
  Score: Raw -121269.809548 + Penalty 2288.743006 = -118981.066542
  nChanged 20
		SP:Iteration 6Q (55718.450000 sec): 3 clusters
  Score: Raw -121289.028072 + Penalty 2288.743006 = -119000.285066
  nChanged 15
		SP:Iteration 7Q (55718.580000 sec): 3 clusters
  Score: Raw -121306.246472 + Penalty 2288.743006 = -119017.503467
  nChanged 16
		SP:Iteration 8Q (55718.780000 sec): 3 clusters
  Score: Raw -121323.307168 + Penalty 2288.743006 = -119034.564162
  nChanged 18
		SP:Iteration 9Q (55718.900000 sec): 3 clusters
  Score: Raw -121355.012976 + Penalty 2288.743006 = -119066.269970
  nChanged 18
		SP:Iteration 10Q (55719.030000 sec): 3 clusters
  Score: Raw -121375.184138 + Penalty 2288.743006 = -119086.441132
  nChanged 11
		SP:Iteration 11Q (55719.140000 sec): 3 clusters
  Score: Raw -121387.343847 + Penalty 2288.743006 = -119098.600841
  nChanged 13
		SP:Iteration 12Q (55719.310000 sec): 3 clusters
  Score: Raw -121396.540752 + Penalty 2288.743006 = -119107.797746
  nChanged 11
		SP:Iteration 13Q (55719.440000 sec): 3 clusters
  Score: Raw -121404.420605 + Penalty 2288.743006 = -119115.677599
  nChanged 9
		SP:Iteration 14Q (55719.640000 sec): 3 clusters
  Score: Raw -121410.935000 + Penalty 2288.743006 = -119122.191994
  nChanged 9
		SP:Iteration 15Q (55719.790000 sec): 3 clusters
  Score: Raw -121414.705159 + Penalty 2288.743006 = -119125.962154
  nChanged 2
		SP:Iteration 16Q (55719.980000 sec): 3 clusters
  Score: Raw -121415.795938 + Penalty 2288.743006 = -119127.052932
  nChanged 1
		SP:Iteration 17Q (55720.120000 sec): 3 clusters
  Score: Raw -121416.333911 + Penalty 2288.743006 = -119127.590905
  nChanged 1
		SP:Iteration 18Q (55720.290000 sec): 3 clusters
  Score: Raw -121416.869797 + Penalty 2288.743006 = -119128.126791
  nChanged 0
		SP:Iteration 19F (55720.490000 sec): 3 clusters
  Score: Raw -121418.358781 + Penalty 2288.743006 = -119129.615775
  nChanged 1
		SP:Iteration 20F (55720.670000 sec): 3 clusters
  Score: Raw -121422.118875 + Penalty 2288.743006 = -119133.375869
  nChanged 2
		SP:Iteration 21Q (55720.820000 sec): 3 clusters
  Score: Raw -121423.255693 + Penalty 2288.743006 = -119134.512687
  nChanged 4
		SP:Iteration 22Q (55720.980000 sec): 3 clusters
  Score: Raw -121429.045041 + Penalty 2288.743006 = -119140.302035
  nChanged 6
		SP:Iteration 23Q (55721.130000 sec): 3 clusters
  Score: Raw -121435.104551 + Penalty 2288.743006 = -119146.361545
  nChanged 6
		SP:Iteration 24Q (55721.270000 sec): 3 clusters
  Score: Raw -121445.477075 + Penalty 2288.743006 = -119156.734069
  nChanged 7
		SP:Iteration 25Q (55721.450000 sec): 3 clusters
  Score: Raw -121450.179052 + Penalty 2288.743006 = -119161.436047
  nChanged 6
		SP:Iteration 26Q (55721.610000 sec): 3 clusters
  Score: Raw -121455.326686 + Penalty 2288.743006 = -119166.583680
  nChanged 6
		SP:Iteration 27Q (55721.790000 sec): 3 clusters
  Score: Raw -121463.722800 + Penalty 2288.743006 = -119174.979794
  nChanged 6
		SP:Iteration 28Q (55721.960000 sec): 3 clusters
  Score: Raw -121470.850050 + Penalty 2288.743006 = -119182.107045
  nChanged 11
		SP:Iteration 29Q (55722.090000 sec): 3 clusters
  Score: Raw -121480.479707 + Penalty 2288.743006 = -119191.736701
  nChanged 6
		SP:Iteration 30Q (55722.260000 sec): 3 clusters
  Score: Raw -121484.195400 + Penalty 2288.743006 = -119195.452395
  nChanged 4
		SP:Iteration 31Q (55722.430000 sec): 3 clusters
  Score: Raw -121486.843635 + Penalty 2288.743006 = -119198.100629
  nChanged 0
		SP:Iteration 32F (55722.610000 sec): 3 clusters
  Score: Raw -121486.843635 + Penalty 2288.743006 = -119198.100629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55722.680000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55722.830000 sec): 3 clusters
  Score: Raw -27051.454626 + Penalty 1819.487137 = -25231.967489
  nChanged 55
		SP:Iteration 1F (55723.000000 sec): 3 clusters
  Score: Raw -27284.841832 + Penalty 1819.487137 = -25465.354695
  nChanged 28
		SP:Iteration 2F (55723.210000 sec): 3 clusters
  Score: Raw -27448.874318 + Penalty 1819.487137 = -25629.387182
  nChanged 17
		SP:Iteration 3F (55723.370000 sec): 3 clusters
  Score: Raw -27540.961204 + Penalty 1819.487137 = -25721.474068
  nChanged 6
		SP:Iteration 4Q (55723.550000 sec): 3 clusters
  Score: Raw -27583.040769 + Penalty 1819.487137 = -25763.553633
  nChanged 2
		SP:Iteration 5Q (55723.710000 sec): 3 clusters
  Score: Raw -27594.725070 + Penalty 1819.487137 = -25775.237933
  nChanged 1
		SP:Iteration 6Q (55723.920000 sec): 3 clusters
  Score: Raw -27598.304874 + Penalty 1819.487137 = -25778.817738
  nChanged 1
		SP:Iteration 7Q (55724.070000 sec): 3 clusters
  Score: Raw -27601.230013 + Penalty 1819.487137 = -25781.742876
  nChanged 1
		SP:Iteration 8Q (55724.250000 sec): 3 clusters
  Score: Raw -27604.958782 + Penalty 1819.487137 = -25785.471645
  nChanged 0
		SP:Iteration 9F (55724.380000 sec): 3 clusters
  Score: Raw -27604.958782 + Penalty 1819.487137 = -25785.471645
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (356227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55726.450000 sec): 2 clusters
  Score: Raw -38525984.206771 + Penalty 2077.290060 = -38523906.916710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55728.930000 sec): 3 clusters
  Score: Raw -38287535.425097 + Penalty 4154.580120 = -38283380.844977
  nChanged 174162
		SP:Iteration 1F (55731.620000 sec): 3 clusters
  Score: Raw -38395678.530725 + Penalty 4154.580120 = -38391523.950605
  nChanged 15428
		SP:Iteration 2Q (55734.130000 sec): 3 clusters
  Score: Raw -38401934.839548 + Penalty 4154.580120 = -38397780.259428
  nChanged 20452
		SP:Iteration 3F (55736.400000 sec): 3 clusters
  Score: Raw -38413395.179419 + Penalty 4154.580120 = -38409240.599299
  nChanged 26477
		SP:Iteration 4F (55738.770000 sec): 3 clusters
  Score: Raw -38433107.677295 + Penalty 4154.580120 = -38428953.097175
  nChanged 30944
		SP:Iteration 5F (55741.410000 sec): 3 clusters
  Score: Raw -38461222.833542 + Penalty 4154.580120 = -38457068.253421
  nChanged 29312
		SP:Iteration 6F (55743.880000 sec): 3 clusters
  Score: Raw -38490514.382082 + Penalty 4154.580120 = -38486359.801961
  nChanged 20440
		SP:Iteration 7F (55746.510000 sec): 3 clusters
  Score: Raw -38511034.733605 + Penalty 4154.580120 = -38506880.153484
  nChanged 10289
		SP:Iteration 8Q (55749.110000 sec): 3 clusters
  Score: Raw -38520800.691733 + Penalty 4154.580120 = -38516646.111613
  nChanged 4034
		SP:Iteration 9Q (55751.220000 sec): 3 clusters
  Score: Raw -38524314.806360 + Penalty 4154.580120 = -38520160.226240
  nChanged 1418
		SP:Iteration 10Q (55753.390000 sec): 3 clusters
  Score: Raw -38525468.234790 + Penalty 4154.580120 = -38521313.654670
  nChanged 502
		SP:Iteration 11Q (55755.370000 sec): 3 clusters
  Score: Raw -38525902.147240 + Penalty 4154.580120 = -38521747.567120
  nChanged 176
		SP:Iteration 12Q (55757.360000 sec): 3 clusters
  Score: Raw -38526065.292539 + Penalty 4154.580120 = -38521910.712419
  nChanged 76
		SP:Iteration 13Q (55759.320000 sec): 3 clusters
  Score: Raw -38526137.961698 + Penalty 4154.580120 = -38521983.381578
  nChanged 43
		SP:Iteration 14Q (55761.350000 sec): 3 clusters
  Score: Raw -38526184.135466 + Penalty 4154.580120 = -38522029.555345
  nChanged 36
		SP:Iteration 15Q (55763.340000 sec): 3 clusters
  Score: Raw -38526224.921632 + Penalty 4154.580120 = -38522070.341511
  nChanged 20
		SP:Iteration 16Q (55765.340000 sec): 3 clusters
  Score: Raw -38526247.139112 + Penalty 4154.580120 = -38522092.558992
  nChanged 19
		SP:Iteration 17Q (55767.730000 sec): 3 clusters
  Score: Raw -38526265.314341 + Penalty 4154.580120 = -38522110.734220
  nChanged 11
		SP:Iteration 18Q (55769.940000 sec): 3 clusters
  Score: Raw -38526276.232737 + Penalty 4154.580120 = -38522121.652617
  nChanged 9
		SP:Iteration 19Q (55772.060000 sec): 3 clusters
  Score: Raw -38526285.579304 + Penalty 4154.580120 = -38522130.999184
  nChanged 6
		SP:Iteration 20F (55774.260000 sec): 3 clusters
  Score: Raw -38526290.577548 + Penalty 4154.580120 = -38522135.997428
  nChanged 2
		SP:Iteration 21Q (55776.320000 sec): 3 clusters
  Score: Raw -38526293.280254 + Penalty 4154.580120 = -38522138.700134
  nChanged 2
		SP:Iteration 22Q (55778.440000 sec): 3 clusters
  Score: Raw -38526294.157380 + Penalty 4154.580120 = -38522139.577260
  nChanged 2
		SP:Iteration 23Q (55780.460000 sec): 3 clusters
  Score: Raw -38526295.295404 + Penalty 4154.580120 = -38522140.715284
  nChanged 2
		SP:Iteration 24Q (55782.700000 sec): 3 clusters
  Score: Raw -38526296.515466 + Penalty 4154.580120 = -38522141.935346
  nChanged 1
		SP:Iteration 25Q (55784.910000 sec): 3 clusters
  Score: Raw -38526297.764612 + Penalty 4154.580120 = -38522143.184492
  nChanged 3
		SP:Iteration 26Q (55787.060000 sec): 3 clusters
  Score: Raw -38526300.898650 + Penalty 4154.580120 = -38522146.318530
  nChanged 3
		SP:Iteration 27Q (55789.340000 sec): 3 clusters
  Score: Raw -38526305.452530 + Penalty 4154.580120 = -38522150.872410
  nChanged 3
		SP:Iteration 28Q (55791.510000 sec): 3 clusters
  Score: Raw -38526307.727663 + Penalty 4154.580120 = -38522153.147543
  nChanged 2
		SP:Iteration 29Q (55793.680000 sec): 3 clusters
  Score: Raw -38526309.095019 + Penalty 4154.580120 = -38522154.514899
  nChanged 3
		SP:Iteration 30Q (55795.950000 sec): 3 clusters
  Score: Raw -38526312.131713 + Penalty 4154.580120 = -38522157.551593
  nChanged 3
		SP:Iteration 31Q (55798.400000 sec): 3 clusters
  Score: Raw -38526314.854472 + Penalty 4154.580120 = -38522160.274352
  nChanged 1
		SP:Iteration 32Q (55800.710000 sec): 3 clusters
  Score: Raw -38526315.844370 + Penalty 4154.580120 = -38522161.264250
  nChanged 1
		SP:Iteration 33Q (55802.920000 sec): 3 clusters
  Score: Raw -38526316.444101 + Penalty 4154.580120 = -38522161.863981
  nChanged 0
		SP:Iteration 34F (55805.410000 sec): 3 clusters
  Score: Raw -38526316.444101 + Penalty 4154.580120 = -38522161.863981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55805.820000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55806.010000 sec): 3 clusters
  Score: Raw -55243.339629 + Penalty 2023.624418 = -53219.715212
  nChanged 116
		SP:Iteration 1F (55806.200000 sec): 3 clusters
  Score: Raw -55384.082645 + Penalty 2023.624418 = -53360.458227
  nChanged 35
		SP:Iteration 2F (55806.370000 sec): 3 clusters
  Score: Raw -55438.627473 + Penalty 2023.624418 = -53415.003056
  nChanged 17
		SP:Iteration 3Q (55806.550000 sec): 3 clusters
  Score: Raw -55466.902332 + Penalty 2023.624418 = -53443.277914
  nChanged 13
		SP:Iteration 4Q (55806.690000 sec): 3 clusters
  Score: Raw -55486.664012 + Penalty 2023.624418 = -53463.039595
  nChanged 4
		SP:Iteration 5Q (55806.880000 sec): 3 clusters
  Score: Raw -55494.198706 + Penalty 2023.624418 = -53470.574288
  nChanged 6
		SP:Iteration 6Q (55807.090000 sec): 3 clusters
  Score: Raw -55506.325282 + Penalty 2023.624418 = -53482.700865
  nChanged 2
		SP:Iteration 7Q (55807.250000 sec): 3 clusters
  Score: Raw -55509.875549 + Penalty 2023.624418 = -53486.251131
  nChanged 0
		SP:Iteration 8F (55807.470000 sec): 3 clusters
  Score: Raw -55509.875549 + Penalty 2023.624418 = -53486.251131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55807.530000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55807.740000 sec): 3 clusters
  Score: Raw -50092.085756 + Penalty 1994.058590 = -48098.027166
  nChanged 105
		SP:Iteration 1F (55807.890000 sec): 3 clusters
  Score: Raw -50250.524805 + Penalty 1994.058590 = -48256.466216
  nChanged 26
		SP:Iteration 2F (55808.100000 sec): 3 clusters
  Score: Raw -50283.635367 + Penalty 1994.058590 = -48289.576777
  nChanged 10
		SP:Iteration 3Q (55808.250000 sec): 3 clusters
  Score: Raw -50298.741804 + Penalty 1994.058590 = -48304.683215
  nChanged 5
		SP:Iteration 4Q (55808.410000 sec): 3 clusters
  Score: Raw -50308.762827 + Penalty 1994.058590 = -48314.704238
  nChanged 7
		SP:Iteration 5Q (55808.570000 sec): 3 clusters
  Score: Raw -50318.956472 + Penalty 1994.058590 = -48324.897883
  nChanged 6
		SP:Iteration 6Q (55808.740000 sec): 3 clusters
  Score: Raw -50328.404113 + Penalty 1994.058590 = -48334.345523
  nChanged 2
		SP:Iteration 7Q (55808.910000 sec): 3 clusters
  Score: Raw -50332.649048 + Penalty 1994.058590 = -48338.590458
  nChanged 1
		SP:Iteration 8Q (55809.120000 sec): 3 clusters
  Score: Raw -50334.686837 + Penalty 1994.058590 = -48340.628248
  nChanged 1
		SP:Iteration 9Q (55809.310000 sec): 3 clusters
  Score: Raw -50335.273014 + Penalty 1994.058590 = -48341.214425
  nChanged 0
		SP:Iteration 10F (55809.440000 sec): 3 clusters
  Score: Raw -50335.273014 + Penalty 1994.058590 = -48341.214425
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55809.570000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55809.760000 sec): 3 clusters
  Score: Raw -283417.361300 + Penalty 2564.195969 = -280853.165331
  nChanged 987
		SP:Iteration 1F (55809.970000 sec): 3 clusters
  Score: Raw -284039.344689 + Penalty 2564.195969 = -281475.148720
  nChanged 230
		SP:Iteration 2F (55810.140000 sec): 3 clusters
  Score: Raw -284265.560200 + Penalty 2564.195969 = -281701.364231
  nChanged 188
		SP:Iteration 3F (55810.300000 sec): 3 clusters
  Score: Raw -284494.224404 + Penalty 2564.195969 = -281930.028435
  nChanged 158
		SP:Iteration 4F (55810.470000 sec): 3 clusters
  Score: Raw -284654.151440 + Penalty 2564.195969 = -282089.955471
  nChanged 133
		SP:Iteration 5Q (55810.650000 sec): 3 clusters
  Score: Raw -284783.294663 + Penalty 2564.195969 = -282219.098694
  nChanged 111
		SP:Iteration 6Q (55810.820000 sec): 3 clusters
  Score: Raw -284871.917015 + Penalty 2564.195969 = -282307.721046
  nChanged 86
		SP:Iteration 7Q (55811.010000 sec): 3 clusters
  Score: Raw -284945.955317 + Penalty 2564.195969 = -282381.759348
  nChanged 84
		SP:Iteration 8Q (55811.180000 sec): 3 clusters
  Score: Raw -285020.291199 + Penalty 2564.195969 = -282456.095230
  nChanged 67
		SP:Iteration 9Q (55811.360000 sec): 3 clusters
  Score: Raw -285069.165458 + Penalty 2564.195969 = -282504.969488
  nChanged 67
		SP:Iteration 10Q (55811.530000 sec): 3 clusters
  Score: Raw -285118.145624 + Penalty 2564.195969 = -282553.949654
  nChanged 55
		SP:Iteration 11Q (55811.700000 sec): 3 clusters
  Score: Raw -285147.223878 + Penalty 2564.195969 = -282583.027908
  nChanged 42
		SP:Iteration 12Q (55811.870000 sec): 3 clusters
  Score: Raw -285171.159828 + Penalty 2564.195969 = -282606.963859
  nChanged 35
		SP:Iteration 13Q (55812.040000 sec): 3 clusters
  Score: Raw -285187.098037 + Penalty 2564.195969 = -282622.902068
  nChanged 20
		SP:Iteration 14Q (55812.210000 sec): 3 clusters
  Score: Raw -285195.716760 + Penalty 2564.195969 = -282631.520791
  nChanged 19
		SP:Iteration 15Q (55812.330000 sec): 3 clusters
  Score: Raw -285205.915227 + Penalty 2564.195969 = -282641.719257
  nChanged 14
		SP:Iteration 16Q (55812.490000 sec): 3 clusters
  Score: Raw -285213.417135 + Penalty 2564.195969 = -282649.221166
  nChanged 19
		SP:Iteration 17Q (55812.630000 sec): 3 clusters
  Score: Raw -285220.788217 + Penalty 2564.195969 = -282656.592248
  nChanged 12
		SP:Iteration 18Q (55812.810000 sec): 3 clusters
  Score: Raw -285225.736383 + Penalty 2564.195969 = -282661.540413
  nChanged 12
		SP:Iteration 19Q (55812.980000 sec): 3 clusters
  Score: Raw -285229.394276 + Penalty 2564.195969 = -282665.198306
  nChanged 7
		SP:Iteration 20F (55813.150000 sec): 3 clusters
  Score: Raw -285232.247089 + Penalty 2564.195969 = -282668.051120
  nChanged 6
		SP:Iteration 21Q (55813.290000 sec): 3 clusters
  Score: Raw -285235.012090 + Penalty 2564.195969 = -282670.816121
  nChanged 6
		SP:Iteration 22Q (55813.450000 sec): 3 clusters
  Score: Raw -285237.129055 + Penalty 2564.195969 = -282672.933086
  nChanged 4
		SP:Iteration 23Q (55813.620000 sec): 3 clusters
  Score: Raw -285238.683850 + Penalty 2564.195969 = -282674.487881
  nChanged 3
		SP:Iteration 24Q (55813.790000 sec): 3 clusters
  Score: Raw -285239.400493 + Penalty 2564.195969 = -282675.204524
  nChanged 2
		SP:Iteration 25Q (55813.950000 sec): 3 clusters
  Score: Raw -285239.899075 + Penalty 2564.195969 = -282675.703106
  nChanged 0
		SP:Iteration 26F (55814.100000 sec): 3 clusters
  Score: Raw -285239.899075 + Penalty 2564.195969 = -282675.703106
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55814.190000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55814.370000 sec): 3 clusters
  Score: Raw -51890.722259 + Penalty 2003.077311 = -49887.644947
  nChanged 104
		SP:Iteration 1F (55814.550000 sec): 3 clusters
  Score: Raw -52045.350153 + Penalty 2003.077311 = -50042.272841
  nChanged 16
		SP:Iteration 2Q (55814.710000 sec): 3 clusters
  Score: Raw -52069.885329 + Penalty 2003.077311 = -50066.808017
  nChanged 8
		SP:Iteration 3Q (55814.850000 sec): 3 clusters
  Score: Raw -52081.940154 + Penalty 2003.077311 = -50078.862843
  nChanged 1
		SP:Iteration 4Q (55815.010000 sec): 3 clusters
  Score: Raw -52082.976565 + Penalty 2003.077311 = -50079.899254
  nChanged 1
		SP:Iteration 5Q (55815.170000 sec): 3 clusters
  Score: Raw -52083.806942 + Penalty 2003.077311 = -50080.729630
  nChanged 0
		SP:Iteration 6F (55815.340000 sec): 3 clusters
  Score: Raw -52083.806942 + Penalty 2003.077311 = -50080.729630
  nChanged 0
Iteration 379Q (55976.980000 sec): 82 clusters
  Score: Raw -134118400.414592 + Penalty 184866.940148 = -133933533.474444
  nChanged 97
Iteration 380F (56224.840000 sec): 82 clusters
  Score: Raw -134118401.685614 + Penalty 184866.940148 = -133933534.745466
  nChanged 87
Iteration 381Q (56386.680000 sec): 82 clusters
  Score: Raw -134118402.984004 + Penalty 184866.940148 = -133933536.043856
  nChanged 93
Iteration 382Q (56547.610000 sec): 82 clusters
  Score: Raw -134118404.431228 + Penalty 184866.940148 = -133933537.491080
  nChanged 97
Iteration 383Q (56711.680000 sec): 82 clusters
  Score: Raw -134118405.532305 + Penalty 184866.940148 = -133933538.592157
  nChanged 88
Iteration 384Q (56876.170000 sec): 82 clusters
  Score: Raw -134118406.381615 + Penalty 184866.940148 = -133933539.441468
  nChanged 56
Iteration 385Q (57041.670000 sec): 82 clusters
  Score: Raw -134118407.074602 + Penalty 184866.940148 = -133933540.134454
  nChanged 56
Iteration 386Q (57206.070000 sec): 82 clusters
  Score: Raw -134118407.873446 + Penalty 184866.940148 = -133933540.933299
  nChanged 49
Iteration 387Q (57358.890000 sec): 82 clusters
  Score: Raw -134118408.414009 + Penalty 184866.940148 = -133933541.473861
  nChanged 58
Iteration 388Q (57520.340000 sec): 82 clusters
  Score: Raw -134118409.080637 + Penalty 184866.940148 = -133933542.140489
  nChanged 60
Iteration 389Q (57682.770000 sec): 82 clusters
  Score: Raw -134118409.823925 + Penalty 184866.940148 = -133933542.883777
  nChanged 59
Iteration 390Q (57851.150000 sec): 82 clusters
  Score: Raw -134118410.613717 + Penalty 184866.940148 = -133933543.673569
  nChanged 73
Iteration 391Q (58014.830000 sec): 82 clusters
  Score: Raw -134118411.826776 + Penalty 184866.940148 = -133933544.886628
  nChanged 79
Iteration 392Q (58183.250000 sec): 82 clusters
  Score: Raw -134118412.826892 + Penalty 184866.940148 = -133933545.886745
  nChanged 76
Iteration 393Q (58347.370000 sec): 82 clusters
  Score: Raw -134118413.522651 + Penalty 184866.940148 = -133933546.582503
  nChanged 67
Iteration 394Q (58514.030000 sec): 82 clusters
  Score: Raw -134118414.422023 + Penalty 184866.940148 = -133933547.481875
  nChanged 61
Iteration 395Q (58685.330000 sec): 82 clusters
  Score: Raw -134118415.029397 + Penalty 184866.940148 = -133933548.089249
  nChanged 64
Iteration 396Q (58848.630000 sec): 82 clusters
  Score: Raw -134118415.564961 + Penalty 184866.940148 = -133933548.624813
  nChanged 72
Iteration 397Q (59019.010000 sec): 82 clusters
  Score: Raw -134118416.138229 + Penalty 184866.940148 = -133933549.198081
  nChanged 66
Iteration 398Q (59192.330000 sec): 82 clusters
  Score: Raw -134118416.963165 + Penalty 184866.940148 = -133933550.023017
  nChanged 79
Iteration 399Q (59356.680000 sec): 82 clusters
  Score: Raw -134118418.173076 + Penalty 184866.940148 = -133933551.232928
  nChanged 75
Iteration 400F (59621.000000 sec): 82 clusters
  Score: Raw -134118419.224630 + Penalty 184866.940148 = -133933552.284482
  nChanged 80
Iteration 401Q (59802.810000 sec): 82 clusters
  Score: Raw -134118420.448957 + Penalty 184866.940148 = -133933553.508809
  nChanged 60
Iteration 402Q (59989.100000 sec): 82 clusters
  Score: Raw -134118421.224422 + Penalty 184866.940148 = -133933554.284274
  nChanged 55
Iteration 403Q (60201.760000 sec): 82 clusters
  Score: Raw -134118422.193251 + Penalty 184866.940148 = -133933555.253103
  nChanged 42
Iteration 404Q (60405.980000 sec): 82 clusters
  Score: Raw -134118422.858892 + Penalty 184866.940148 = -133933555.918744
  nChanged 31
Iteration 405Q (60572.820000 sec): 82 clusters
  Score: Raw -134118423.309149 + Penalty 184866.940148 = -133933556.369001
  nChanged 34
Iteration 406Q (60735.090000 sec): 82 clusters
  Score: Raw -134118423.737809 + Penalty 184866.940148 = -133933556.797661
  nChanged 42
Iteration 407Q (60887.960000 sec): 82 clusters
  Score: Raw -134118424.230249 + Penalty 184866.940148 = -133933557.290101
  nChanged 57
Iteration 408Q (61043.810000 sec): 82 clusters
  Score: Raw -134118424.870855 + Penalty 184866.940148 = -133933557.930707
  nChanged 47
Iteration 409Q (61203.840000 sec): 82 clusters
  Score: Raw -134118425.380328 + Penalty 184866.940148 = -133933558.440180
  nChanged 46
Iteration 410Q (61365.360000 sec): 82 clusters
  Score: Raw -134118426.149057 + Penalty 184866.940148 = -133933559.208909
  nChanged 49
Iteration 411Q (61518.540000 sec): 82 clusters
  Score: Raw -134118426.491673 + Penalty 184866.940148 = -133933559.551525
  nChanged 47
Iteration 412Q (61681.810000 sec): 82 clusters
  Score: Raw -134118427.017558 + Penalty 184866.940148 = -133933560.077410
  nChanged 55
Iteration 413Q (61839.170000 sec): 82 clusters
  Score: Raw -134118427.552203 + Penalty 184866.940148 = -133933560.612055
  nChanged 54
Iteration 414Q (61997.480000 sec): 82 clusters
  Score: Raw -134118427.928711 + Penalty 184866.940148 = -133933560.988563
  nChanged 50
Iteration 415Q (62153.470000 sec): 82 clusters
  Score: Raw -134118428.325159 + Penalty 184866.940148 = -133933561.385011
  nChanged 63
Iteration 416Q (62311.680000 sec): 82 clusters
  Score: Raw -134118428.902809 + Penalty 184866.940148 = -133933561.962661
  nChanged 64
Iteration 417Q (62464.850000 sec): 82 clusters
  Score: Raw -134118429.448753 + Penalty 184866.940148 = -133933562.508605
  nChanged 41
Iteration 418Q (62621.440000 sec): 82 clusters
  Score: Raw -134118429.784137 + Penalty 184866.940148 = -133933562.843989
  nChanged 33
Writing temp clu file 
Because OldScore, -133933562.508605, is greater than current (better) Score,-133933562.843989 
 Compute initial score before splitting:   Score: Raw -134118429.784137 + Penalty 184866.940148 = -133933562.843989
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62621.840000 sec): 2 clusters
  Score: Raw -846130.792969 + Penalty 1455.008512 = -844675.784457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62622.110000 sec): 3 clusters
  Score: Raw -841805.774740 + Penalty 2910.017024 = -838895.757716
  nChanged 3360
		SP:Iteration 1F (62622.280000 sec): 3 clusters
  Score: Raw -843625.767640 + Penalty 2910.017024 = -840715.750616
  nChanged 473
		SP:Iteration 2F (62622.520000 sec): 3 clusters
  Score: Raw -843872.496524 + Penalty 2910.017024 = -840962.479500
  nChanged 439
		SP:Iteration 3F (62622.700000 sec): 3 clusters
  Score: Raw -844071.033857 + Penalty 2910.017024 = -841161.016833
  nChanged 380
		SP:Iteration 4Q (62622.900000 sec): 3 clusters
  Score: Raw -844263.369212 + Penalty 2910.017024 = -841353.352188
  nChanged 355
		SP:Iteration 5Q (62623.140000 sec): 3 clusters
  Score: Raw -844450.895485 + Penalty 2910.017024 = -841540.878461
  nChanged 355
		SP:Iteration 6Q (62623.310000 sec): 3 clusters
  Score: Raw -844668.513464 + Penalty 2910.017024 = -841758.496440
  nChanged 385
		SP:Iteration 7Q (62623.580000 sec): 3 clusters
  Score: Raw -844953.343929 + Penalty 2910.017024 = -842043.326906
  nChanged 357
		SP:Iteration 8Q (62623.760000 sec): 3 clusters
  Score: Raw -845227.021524 + Penalty 2910.017024 = -842317.004500
  nChanged 317
		SP:Iteration 9Q (62623.990000 sec): 3 clusters
  Score: Raw -845470.665531 + Penalty 2910.017024 = -842560.648507
  nChanged 295
		SP:Iteration 10Q (62624.150000 sec): 3 clusters
  Score: Raw -845737.994536 + Penalty 2910.017024 = -842827.977512
  nChanged 265
		SP:Iteration 11Q (62624.360000 sec): 3 clusters
  Score: Raw -845954.220781 + Penalty 2910.017024 = -843044.203757
  nChanged 203
		SP:Iteration 12Q (62624.600000 sec): 3 clusters
  Score: Raw -846109.477047 + Penalty 2910.017024 = -843199.460024
  nChanged 143
		SP:Iteration 13Q (62624.750000 sec): 3 clusters
  Score: Raw -846212.558895 + Penalty 2910.017024 = -843302.541871
  nChanged 140
		SP:Iteration 14Q (62624.920000 sec): 3 clusters
  Score: Raw -846308.130409 + Penalty 2910.017024 = -843398.113385
  nChanged 113
		SP:Iteration 15Q (62625.160000 sec): 3 clusters
  Score: Raw -846367.270127 + Penalty 2910.017024 = -843457.253103
  nChanged 75
		SP:Iteration 16Q (62625.370000 sec): 3 clusters
  Score: Raw -846401.013128 + Penalty 2910.017024 = -843490.996104
  nChanged 70
		SP:Iteration 17Q (62625.550000 sec): 3 clusters
  Score: Raw -846430.674734 + Penalty 2910.017024 = -843520.657710
  nChanged 47
		SP:Iteration 18Q (62625.740000 sec): 3 clusters
  Score: Raw -846451.665053 + Penalty 2910.017024 = -843541.648029
  nChanged 38
		SP:Iteration 19Q (62625.930000 sec): 3 clusters
  Score: Raw -846464.112436 + Penalty 2910.017024 = -843554.095412
  nChanged 26
		SP:Iteration 20F (62626.130000 sec): 3 clusters
  Score: Raw -846472.095907 + Penalty 2910.017024 = -843562.078883
  nChanged 20
		SP:Iteration 21Q (62626.320000 sec): 3 clusters
  Score: Raw -846479.277047 + Penalty 2910.017024 = -843569.260023
  nChanged 21
		SP:Iteration 22Q (62626.540000 sec): 3 clusters
  Score: Raw -846486.389915 + Penalty 2910.017024 = -843576.372891
  nChanged 19
		SP:Iteration 23Q (62626.750000 sec): 3 clusters
  Score: Raw -846494.371277 + Penalty 2910.017024 = -843584.354253
  nChanged 13
		SP:Iteration 24Q (62626.920000 sec): 3 clusters
  Score: Raw -846498.187495 + Penalty 2910.017024 = -843588.170471
  nChanged 10
		SP:Iteration 25Q (62627.130000 sec): 3 clusters
  Score: Raw -846501.594793 + Penalty 2910.017024 = -843591.577769
  nChanged 12
		SP:Iteration 26Q (62627.340000 sec): 3 clusters
  Score: Raw -846503.880727 + Penalty 2910.017024 = -843593.863703
  nChanged 6
		SP:Iteration 27Q (62627.560000 sec): 3 clusters
  Score: Raw -846505.639637 + Penalty 2910.017024 = -843595.622613
  nChanged 6
		SP:Iteration 28Q (62627.780000 sec): 3 clusters
  Score: Raw -846506.779238 + Penalty 2910.017024 = -843596.762214
  nChanged 7
		SP:Iteration 29Q (62627.990000 sec): 3 clusters
  Score: Raw -846509.501791 + Penalty 2910.017024 = -843599.484767
  nChanged 12
		SP:Iteration 30Q (62628.180000 sec): 3 clusters
  Score: Raw -846514.646353 + Penalty 2910.017024 = -843604.629329
  nChanged 10
		SP:Iteration 31Q (62628.360000 sec): 3 clusters
  Score: Raw -846519.355544 + Penalty 2910.017024 = -843609.338520
  nChanged 10
		SP:Iteration 32Q (62628.570000 sec): 3 clusters
  Score: Raw -846523.253272 + Penalty 2910.017024 = -843613.236248
  nChanged 9
		SP:Iteration 33Q (62628.770000 sec): 3 clusters
  Score: Raw -846527.146803 + Penalty 2910.017024 = -843617.129779
  nChanged 10
		SP:Iteration 34Q (62628.960000 sec): 3 clusters
  Score: Raw -846531.446946 + Penalty 2910.017024 = -843621.429922
  nChanged 10
		SP:Iteration 35Q (62629.170000 sec): 3 clusters
  Score: Raw -846534.724576 + Penalty 2910.017024 = -843624.707552
  nChanged 6
		SP:Iteration 36Q (62629.390000 sec): 3 clusters
  Score: Raw -846536.148150 + Penalty 2910.017024 = -843626.131126
  nChanged 4
		SP:Iteration 37Q (62629.550000 sec): 3 clusters
  Score: Raw -846536.642548 + Penalty 2910.017024 = -843626.625524
  nChanged 3
		SP:Iteration 38Q (62629.740000 sec): 3 clusters
  Score: Raw -846537.311749 + Penalty 2910.017024 = -843627.294725
  nChanged 1
		SP:Iteration 39Q (62629.940000 sec): 3 clusters
  Score: Raw -846537.914311 + Penalty 2910.017024 = -843627.897287
  nChanged 2
		SP:Iteration 40F (62630.140000 sec): 3 clusters
  Score: Raw -846538.200471 + Penalty 2910.017024 = -843628.183447
  nChanged 1
		SP:Iteration 41Q (62630.300000 sec): 3 clusters
  Score: Raw -846538.859180 + Penalty 2910.017024 = -843628.842156
  nChanged 0
		SP:Iteration 42F (62630.530000 sec): 3 clusters
  Score: Raw -846538.859180 + Penalty 2910.017024 = -843628.842156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62630.620000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62630.790000 sec): 3 clusters
  Score: Raw -817991.501333 + Penalty 2907.402504 = -815084.098829
  nChanged 3251
		SP:Iteration 1F (62631.000000 sec): 3 clusters
  Score: Raw -819818.060945 + Penalty 2907.402504 = -816910.658441
  nChanged 587
		SP:Iteration 2F (62631.170000 sec): 3 clusters
  Score: Raw -820201.366704 + Penalty 2907.402504 = -817293.964200
  nChanged 546
		SP:Iteration 3F (62631.360000 sec): 3 clusters
  Score: Raw -820589.490282 + Penalty 2907.402504 = -817682.087778
  nChanged 555
		SP:Iteration 4F (62631.540000 sec): 3 clusters
  Score: Raw -821019.100575 + Penalty 2907.402504 = -818111.698071
  nChanged 518
		SP:Iteration 5F (62631.740000 sec): 3 clusters
  Score: Raw -821422.768727 + Penalty 2907.402504 = -818515.366223
  nChanged 457
		SP:Iteration 6F (62631.940000 sec): 3 clusters
  Score: Raw -821764.601923 + Penalty 2907.402504 = -818857.199420
  nChanged 358
		SP:Iteration 7Q (62632.170000 sec): 3 clusters
  Score: Raw -821995.634709 + Penalty 2907.402504 = -819088.232206
  nChanged 285
		SP:Iteration 8Q (62632.370000 sec): 3 clusters
  Score: Raw -822117.824381 + Penalty 2907.402504 = -819210.421878
  nChanged 171
		SP:Iteration 9Q (62632.610000 sec): 3 clusters
  Score: Raw -822176.622095 + Penalty 2907.402504 = -819269.219591
  nChanged 116
		SP:Iteration 10Q (62632.810000 sec): 3 clusters
  Score: Raw -822209.973806 + Penalty 2907.402504 = -819302.571302
  nChanged 64
		SP:Iteration 11Q (62632.980000 sec): 3 clusters
  Score: Raw -822226.431122 + Penalty 2907.402504 = -819319.028618
  nChanged 41
		SP:Iteration 12Q (62633.220000 sec): 3 clusters
  Score: Raw -822234.835072 + Penalty 2907.402504 = -819327.432569
  nChanged 42
		SP:Iteration 13Q (62633.420000 sec): 3 clusters
  Score: Raw -822242.257331 + Penalty 2907.402504 = -819334.854827
  nChanged 28
		SP:Iteration 14Q (62633.630000 sec): 3 clusters
  Score: Raw -822246.918463 + Penalty 2907.402504 = -819339.515959
  nChanged 19
		SP:Iteration 15Q (62633.850000 sec): 3 clusters
  Score: Raw -822250.136096 + Penalty 2907.402504 = -819342.733593
  nChanged 16
		SP:Iteration 16Q (62634.040000 sec): 3 clusters
  Score: Raw -822253.155806 + Penalty 2907.402504 = -819345.753302
  nChanged 11
		SP:Iteration 17Q (62634.260000 sec): 3 clusters
  Score: Raw -822254.478789 + Penalty 2907.402504 = -819347.076285
  nChanged 6
		SP:Iteration 18Q (62634.460000 sec): 3 clusters
  Score: Raw -822255.239776 + Penalty 2907.402504 = -819347.837272
  nChanged 6
		SP:Iteration 19Q (62634.680000 sec): 3 clusters
  Score: Raw -822255.855946 + Penalty 2907.402504 = -819348.453442
  nChanged 6
		SP:Iteration 20F (62634.880000 sec): 3 clusters
  Score: Raw -822256.382139 + Penalty 2907.402504 = -819348.979636
  nChanged 2
		SP:Iteration 21Q (62635.100000 sec): 3 clusters
  Score: Raw -822256.553780 + Penalty 2907.402504 = -819349.151277
  nChanged 1
		SP:Iteration 22Q (62635.270000 sec): 3 clusters
  Score: Raw -822256.657733 + Penalty 2907.402504 = -819349.255229
  nChanged 0
		SP:Iteration 23F (62635.490000 sec): 3 clusters
  Score: Raw -822256.657733 + Penalty 2907.402504 = -819349.255229
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62635.600000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62635.810000 sec): 3 clusters
  Score: Raw -453779.080158 + Penalty 2714.196780 = -451064.883378
  nChanged 1660
		SP:Iteration 1F (62635.970000 sec): 3 clusters
  Score: Raw -454839.693510 + Penalty 2714.196780 = -452125.496730
  nChanged 366
		SP:Iteration 2F (62636.170000 sec): 3 clusters
  Score: Raw -455145.650167 + Penalty 2714.196780 = -452431.453387
  nChanged 340
		SP:Iteration 3F (62636.350000 sec): 3 clusters
  Score: Raw -455460.970392 + Penalty 2714.196780 = -452746.773612
  nChanged 319
		SP:Iteration 4F (62636.550000 sec): 3 clusters
  Score: Raw -455747.219177 + Penalty 2714.196780 = -453033.022397
  nChanged 248
		SP:Iteration 5F (62636.720000 sec): 3 clusters
  Score: Raw -455942.256631 + Penalty 2714.196780 = -453228.059851
  nChanged 190
		SP:Iteration 6Q (62636.900000 sec): 3 clusters
  Score: Raw -456085.773498 + Penalty 2714.196780 = -453371.576718
  nChanged 124
		SP:Iteration 7Q (62637.080000 sec): 3 clusters
  Score: Raw -456154.149244 + Penalty 2714.196780 = -453439.952464
  nChanged 72
		SP:Iteration 8Q (62637.260000 sec): 3 clusters
  Score: Raw -456188.518252 + Penalty 2714.196780 = -453474.321472
  nChanged 63
		SP:Iteration 9Q (62637.430000 sec): 3 clusters
  Score: Raw -456220.323954 + Penalty 2714.196780 = -453506.127174
  nChanged 51
		SP:Iteration 10Q (62637.580000 sec): 3 clusters
  Score: Raw -456241.287862 + Penalty 2714.196780 = -453527.091082
  nChanged 45
		SP:Iteration 11Q (62637.770000 sec): 3 clusters
  Score: Raw -456260.129420 + Penalty 2714.196780 = -453545.932640
  nChanged 32
		SP:Iteration 12Q (62637.960000 sec): 3 clusters
  Score: Raw -456272.470565 + Penalty 2714.196780 = -453558.273785
  nChanged 28
		SP:Iteration 13Q (62638.170000 sec): 3 clusters
  Score: Raw -456284.956078 + Penalty 2714.196780 = -453570.759298
  nChanged 20
		SP:Iteration 14Q (62638.280000 sec): 3 clusters
  Score: Raw -456292.271735 + Penalty 2714.196780 = -453578.074955
  nChanged 26
		SP:Iteration 15Q (62638.400000 sec): 3 clusters
  Score: Raw -456300.452724 + Penalty 2714.196780 = -453586.255944
  nChanged 26
		SP:Iteration 16Q (62638.590000 sec): 3 clusters
  Score: Raw -456309.964331 + Penalty 2714.196780 = -453595.767552
  nChanged 24
		SP:Iteration 17Q (62638.790000 sec): 3 clusters
  Score: Raw -456317.532154 + Penalty 2714.196780 = -453603.335374
  nChanged 10
		SP:Iteration 18Q (62638.950000 sec): 3 clusters
  Score: Raw -456321.684483 + Penalty 2714.196780 = -453607.487703
  nChanged 10
		SP:Iteration 19Q (62639.160000 sec): 3 clusters
  Score: Raw -456326.090955 + Penalty 2714.196780 = -453611.894175
  nChanged 9
		SP:Iteration 20F (62639.340000 sec): 3 clusters
  Score: Raw -456329.562688 + Penalty 2714.196780 = -453615.365908
  nChanged 7
		SP:Iteration 21Q (62639.530000 sec): 3 clusters
  Score: Raw -456332.338619 + Penalty 2714.196780 = -453618.141839
  nChanged 5
		SP:Iteration 22Q (62639.690000 sec): 3 clusters
  Score: Raw -456333.870861 + Penalty 2714.196780 = -453619.674081
  nChanged 3
		SP:Iteration 23Q (62639.910000 sec): 3 clusters
  Score: Raw -456334.601762 + Penalty 2714.196780 = -453620.404982
  nChanged 6
		SP:Iteration 24Q (62640.120000 sec): 3 clusters
  Score: Raw -456336.045483 + Penalty 2714.196780 = -453621.848704
  nChanged 8
		SP:Iteration 25Q (62640.280000 sec): 3 clusters
  Score: Raw -456338.196493 + Penalty 2714.196780 = -453623.999713
  nChanged 3
		SP:Iteration 26Q (62640.500000 sec): 3 clusters
  Score: Raw -456339.112934 + Penalty 2714.196780 = -453624.916154
  nChanged 2
		SP:Iteration 27Q (62640.710000 sec): 3 clusters
  Score: Raw -456339.740564 + Penalty 2714.196780 = -453625.543784
  nChanged 1
		SP:Iteration 28Q (62640.890000 sec): 3 clusters
  Score: Raw -456340.197317 + Penalty 2714.196780 = -453626.000537
  nChanged 3
		SP:Iteration 29Q (62641.090000 sec): 3 clusters
  Score: Raw -456341.170677 + Penalty 2714.196780 = -453626.973897
  nChanged 0
		SP:Iteration 30F (62641.240000 sec): 3 clusters
  Score: Raw -456341.170677 + Penalty 2714.196780 = -453626.973897
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62641.370000 sec): 2 clusters
  Score: Raw -570697.971200 + Penalty 1390.167067 = -569307.804133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62641.530000 sec): 3 clusters
  Score: Raw -568038.625602 + Penalty 2780.334134 = -565258.291468
  nChanged 2055
		SP:Iteration 1F (62641.680000 sec): 3 clusters
  Score: Raw -569169.109955 + Penalty 2780.334134 = -566388.775821
  nChanged 360
		SP:Iteration 2F (62641.890000 sec): 3 clusters
  Score: Raw -569348.681446 + Penalty 2780.334134 = -566568.347312
  nChanged 285
		SP:Iteration 3F (62642.090000 sec): 3 clusters
  Score: Raw -569507.651638 + Penalty 2780.334134 = -566727.317504
  nChanged 246
		SP:Iteration 4Q (62642.290000 sec): 3 clusters
  Score: Raw -569660.047811 + Penalty 2780.334134 = -566879.713677
  nChanged 285
		SP:Iteration 5F (62642.430000 sec): 3 clusters
  Score: Raw -569875.688837 + Penalty 2780.334134 = -567095.354703
  nChanged 331
		SP:Iteration 6F (62642.640000 sec): 3 clusters
  Score: Raw -570179.150989 + Penalty 2780.334134 = -567398.816855
  nChanged 367
		SP:Iteration 7F (62642.820000 sec): 3 clusters
  Score: Raw -570561.307205 + Penalty 2780.334134 = -567780.973071
  nChanged 347
		SP:Iteration 8F (62643.020000 sec): 3 clusters
  Score: Raw -570910.128026 + Penalty 2780.334134 = -568129.793892
  nChanged 266
		SP:Iteration 9F (62643.170000 sec): 3 clusters
  Score: Raw -571172.059543 + Penalty 2780.334134 = -568391.725409
  nChanged 166
		SP:Iteration 10Q (62643.400000 sec): 3 clusters
  Score: Raw -571328.623523 + Penalty 2780.334134 = -568548.289389
  nChanged 107
		SP:Iteration 11Q (62643.580000 sec): 3 clusters
  Score: Raw -571409.725022 + Penalty 2780.334134 = -568629.390888
  nChanged 59
		SP:Iteration 12Q (62643.750000 sec): 3 clusters
  Score: Raw -571444.297554 + Penalty 2780.334134 = -568663.963420
  nChanged 36
		SP:Iteration 13Q (62643.970000 sec): 3 clusters
  Score: Raw -571464.870312 + Penalty 2780.334134 = -568684.536178
  nChanged 30
		SP:Iteration 14Q (62644.130000 sec): 3 clusters
  Score: Raw -571483.692214 + Penalty 2780.334134 = -568703.358080
  nChanged 28
		SP:Iteration 15Q (62644.280000 sec): 3 clusters
  Score: Raw -571499.552585 + Penalty 2780.334134 = -568719.218451
  nChanged 19
		SP:Iteration 16Q (62644.510000 sec): 3 clusters
  Score: Raw -571511.036953 + Penalty 2780.334134 = -568730.702819
  nChanged 20
		SP:Iteration 17Q (62644.690000 sec): 3 clusters
  Score: Raw -571521.562477 + Penalty 2780.334134 = -568741.228343
  nChanged 16
		SP:Iteration 18Q (62644.870000 sec): 3 clusters
  Score: Raw -571528.902154 + Penalty 2780.334134 = -568748.568020
  nChanged 16
		SP:Iteration 19Q (62645.060000 sec): 3 clusters
  Score: Raw -571539.176949 + Penalty 2780.334134 = -568758.842815
  nChanged 14
		SP:Iteration 20F (62645.310000 sec): 3 clusters
  Score: Raw -571548.519749 + Penalty 2780.334134 = -568768.185615
  nChanged 16
		SP:Iteration 21Q (62645.470000 sec): 3 clusters
  Score: Raw -571557.903397 + Penalty 2780.334134 = -568777.569263
  nChanged 11
		SP:Iteration 22Q (62645.630000 sec): 3 clusters
  Score: Raw -571563.535319 + Penalty 2780.334134 = -568783.201185
  nChanged 10
		SP:Iteration 23Q (62645.800000 sec): 3 clusters
  Score: Raw -571569.480819 + Penalty 2780.334134 = -568789.146685
  nChanged 8
		SP:Iteration 24Q (62646.020000 sec): 3 clusters
  Score: Raw -571575.483617 + Penalty 2780.334134 = -568795.149483
  nChanged 8
		SP:Iteration 25Q (62646.190000 sec): 3 clusters
  Score: Raw -571581.090824 + Penalty 2780.334134 = -568800.756690
  nChanged 10
		SP:Iteration 26Q (62646.340000 sec): 3 clusters
  Score: Raw -571589.429893 + Penalty 2780.334134 = -568809.095759
  nChanged 8
		SP:Iteration 27Q (62646.510000 sec): 3 clusters
  Score: Raw -571594.285889 + Penalty 2780.334134 = -568813.951755
  nChanged 12
		SP:Iteration 28Q (62646.690000 sec): 3 clusters
  Score: Raw -571605.578941 + Penalty 2780.334134 = -568825.244808
  nChanged 16
		SP:Iteration 29Q (62646.840000 sec): 3 clusters
  Score: Raw -571614.873366 + Penalty 2780.334134 = -568834.539232
  nChanged 7
		SP:Iteration 30Q (62647.010000 sec): 3 clusters
  Score: Raw -571623.673378 + Penalty 2780.334134 = -568843.339244
  nChanged 11
		SP:Iteration 31Q (62647.200000 sec): 3 clusters
  Score: Raw -571630.935115 + Penalty 2780.334134 = -568850.600981
  nChanged 6
		SP:Iteration 32Q (62647.380000 sec): 3 clusters
  Score: Raw -571634.034153 + Penalty 2780.334134 = -568853.700019
  nChanged 2
		SP:Iteration 33Q (62647.580000 sec): 3 clusters
  Score: Raw -571636.631540 + Penalty 2780.334134 = -568856.297406
  nChanged 4
		SP:Iteration 34Q (62647.730000 sec): 3 clusters
  Score: Raw -571638.871031 + Penalty 2780.334134 = -568858.536897
  nChanged 2
		SP:Iteration 35Q (62647.910000 sec): 3 clusters
  Score: Raw -571639.739668 + Penalty 2780.334134 = -568859.405534
  nChanged 1
		SP:Iteration 36Q (62648.110000 sec): 3 clusters
  Score: Raw -571640.411132 + Penalty 2780.334134 = -568860.076998
  nChanged 1
		SP:Iteration 37Q (62648.340000 sec): 3 clusters
  Score: Raw -571641.322549 + Penalty 2780.334134 = -568860.988415
  nChanged 1
		SP:Iteration 38Q (62648.510000 sec): 3 clusters
  Score: Raw -571642.198688 + Penalty 2780.334134 = -568861.864554
  nChanged 0
		SP:Iteration 39F (62648.680000 sec): 3 clusters
  Score: Raw -571642.198688 + Penalty 2780.334134 = -568861.864554
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (77208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62649.160000 sec): 2 clusters
  Score: Raw -8911815.362025 + Penalty 1828.816983 = -8909986.545042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62649.720000 sec): 3 clusters
  Score: Raw -8861758.814203 + Penalty 3657.633966 = -8858101.180237
  nChanged 36920
		SP:Iteration 1F (62650.240000 sec): 3 clusters
  Score: Raw -8882941.037629 + Penalty 3657.633966 = -8879283.403663
  nChanged 2293
		SP:Iteration 2Q (62650.760000 sec): 3 clusters
  Score: Raw -8883501.927345 + Penalty 3657.633966 = -8879844.293379
  nChanged 2535
		SP:Iteration 3Q (62651.300000 sec): 3 clusters
  Score: Raw -8884190.107286 + Penalty 3657.633966 = -8880532.473319
  nChanged 2851
		SP:Iteration 4Q (62651.810000 sec): 3 clusters
  Score: Raw -8885189.217524 + Penalty 3657.633966 = -8881531.583557
  nChanged 3636
		SP:Iteration 5Q (62652.340000 sec): 3 clusters
  Score: Raw -8886901.705595 + Penalty 3657.633966 = -8883244.071629
  nChanged 4935
		SP:Iteration 6F (62652.820000 sec): 3 clusters
  Score: Raw -8890044.931296 + Penalty 3657.633966 = -8886387.297329
  nChanged 6356
		SP:Iteration 7F (62653.330000 sec): 3 clusters
  Score: Raw -8895313.402917 + Penalty 3657.633966 = -8891655.768951
  nChanged 7079
		SP:Iteration 8F (62653.840000 sec): 3 clusters
  Score: Raw -8902265.999365 + Penalty 3657.633966 = -8898608.365399
  nChanged 5548
		SP:Iteration 9F (62654.350000 sec): 3 clusters
  Score: Raw -8907958.698843 + Penalty 3657.633966 = -8904301.064877
  nChanged 2789
		SP:Iteration 10Q (62654.850000 sec): 3 clusters
  Score: Raw -8910739.953335 + Penalty 3657.633966 = -8907082.319369
  nChanged 872
		SP:Iteration 11Q (62655.280000 sec): 3 clusters
  Score: Raw -8911578.542701 + Penalty 3657.633966 = -8907920.908735
  nChanged 204
		SP:Iteration 12Q (62655.720000 sec): 3 clusters
  Score: Raw -8911820.987038 + Penalty 3657.633966 = -8908163.353072
  nChanged 57
		SP:Iteration 13Q (62656.160000 sec): 3 clusters
  Score: Raw -8911903.220719 + Penalty 3657.633966 = -8908245.586753
  nChanged 16
		SP:Iteration 14Q (62656.590000 sec): 3 clusters
  Score: Raw -8911940.090463 + Penalty 3657.633966 = -8908282.456497
  nChanged 10
		SP:Iteration 15Q (62657.080000 sec): 3 clusters
  Score: Raw -8911961.947296 + Penalty 3657.633966 = -8908304.313330
  nChanged 4
		SP:Iteration 16Q (62657.590000 sec): 3 clusters
  Score: Raw -8911969.420843 + Penalty 3657.633966 = -8908311.786877
  nChanged 3
		SP:Iteration 17Q (62658.100000 sec): 3 clusters
  Score: Raw -8911975.234065 + Penalty 3657.633966 = -8908317.600099
  nChanged 2
		SP:Iteration 18Q (62658.660000 sec): 3 clusters
  Score: Raw -8911979.869644 + Penalty 3657.633966 = -8908322.235678
  nChanged 2
		SP:Iteration 19Q (62659.200000 sec): 3 clusters
  Score: Raw -8911983.793811 + Penalty 3657.633966 = -8908326.159844
  nChanged 2
		SP:Iteration 20F (62659.810000 sec): 3 clusters
  Score: Raw -8911987.924245 + Penalty 3657.633966 = -8908330.290279
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62660.030000 sec): 2 clusters
  Score: Raw -2501136.498879 + Penalty 1641.796402 = -2499494.702476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62660.340000 sec): 3 clusters
  Score: Raw -2486126.792763 + Penalty 3283.592805 = -2482843.199958
  nChanged 11222
		SP:Iteration 1F (62660.700000 sec): 3 clusters
  Score: Raw -2492503.159764 + Penalty 3283.592805 = -2489219.566959
  nChanged 1344
		SP:Iteration 2F (62661.000000 sec): 3 clusters
  Score: Raw -2493009.552798 + Penalty 3283.592805 = -2489725.959993
  nChanged 1213
		SP:Iteration 3Q (62661.320000 sec): 3 clusters
  Score: Raw -2493487.498334 + Penalty 3283.592805 = -2490203.905529
  nChanged 1155
		SP:Iteration 4Q (62661.630000 sec): 3 clusters
  Score: Raw -2493960.357968 + Penalty 3283.592805 = -2490676.765163
  nChanged 1110
		SP:Iteration 5Q (62661.930000 sec): 3 clusters
  Score: Raw -2494442.369660 + Penalty 3283.592805 = -2491158.776855
  nChanged 1139
		SP:Iteration 6Q (62662.210000 sec): 3 clusters
  Score: Raw -2495004.306737 + Penalty 3283.592805 = -2491720.713932
  nChanged 1238
		SP:Iteration 7F (62662.530000 sec): 3 clusters
  Score: Raw -2495761.155742 + Penalty 3283.592805 = -2492477.562937
  nChanged 1346
		SP:Iteration 8F (62662.830000 sec): 3 clusters
  Score: Raw -2496644.797826 + Penalty 3283.592805 = -2493361.205021
  nChanged 1293
		SP:Iteration 9F (62663.140000 sec): 3 clusters
  Score: Raw -2497510.573118 + Penalty 3283.592805 = -2494226.980313
  nChanged 1133
		SP:Iteration 10Q (62663.410000 sec): 3 clusters
  Score: Raw -2498275.300901 + Penalty 3283.592805 = -2494991.708096
  nChanged 988
		SP:Iteration 11Q (62663.760000 sec): 3 clusters
  Score: Raw -2498952.298610 + Penalty 3283.592805 = -2495668.705805
  nChanged 838
		SP:Iteration 12Q (62664.080000 sec): 3 clusters
  Score: Raw -2499522.989341 + Penalty 3283.592805 = -2496239.396536
  nChanged 652
		SP:Iteration 13Q (62664.370000 sec): 3 clusters
  Score: Raw -2499950.779231 + Penalty 3283.592805 = -2496667.186426
  nChanged 505
		SP:Iteration 14Q (62664.690000 sec): 3 clusters
  Score: Raw -2500231.575558 + Penalty 3283.592805 = -2496947.982753
  nChanged 408
		SP:Iteration 15Q (62664.960000 sec): 3 clusters
  Score: Raw -2500437.193120 + Penalty 3283.592805 = -2497153.600315
  nChanged 356
		SP:Iteration 16Q (62665.250000 sec): 3 clusters
  Score: Raw -2500629.290063 + Penalty 3283.592805 = -2497345.697258
  nChanged 304
		SP:Iteration 17Q (62665.500000 sec): 3 clusters
  Score: Raw -2500791.537719 + Penalty 3283.592805 = -2497507.944914
  nChanged 264
		SP:Iteration 18Q (62665.780000 sec): 3 clusters
  Score: Raw -2500941.887927 + Penalty 3283.592805 = -2497658.295122
  nChanged 224
		SP:Iteration 19Q (62666.040000 sec): 3 clusters
  Score: Raw -2501060.082285 + Penalty 3283.592805 = -2497776.489480
  nChanged 189
		SP:Iteration 20F (62666.360000 sec): 3 clusters
  Score: Raw -2501160.376500 + Penalty 3283.592805 = -2497876.783695
  nChanged 162
		SP:Iteration 21Q (62666.600000 sec): 3 clusters
  Score: Raw -2501242.326937 + Penalty 3283.592805 = -2497958.734132
  nChanged 146
		SP:Iteration 22Q (62666.900000 sec): 3 clusters
  Score: Raw -2501320.091449 + Penalty 3283.592805 = -2498036.498644
  nChanged 122
		SP:Iteration 23Q (62667.140000 sec): 3 clusters
  Score: Raw -2501385.510953 + Penalty 3283.592805 = -2498101.918148
  nChanged 96
		SP:Iteration 24Q (62667.480000 sec): 3 clusters
  Score: Raw -2501431.011998 + Penalty 3283.592805 = -2498147.419193
  nChanged 92
		SP:Iteration 25Q (62667.760000 sec): 3 clusters
  Score: Raw -2501477.807661 + Penalty 3283.592805 = -2498194.214856
  nChanged 79
		SP:Iteration 26Q (62668.020000 sec): 3 clusters
  Score: Raw -2501514.937119 + Penalty 3283.592805 = -2498231.344314
  nChanged 57
		SP:Iteration 27Q (62668.300000 sec): 3 clusters
  Score: Raw -2501537.672349 + Penalty 3283.592805 = -2498254.079544
  nChanged 42
		SP:Iteration 28Q (62668.580000 sec): 3 clusters
  Score: Raw -2501557.825917 + Penalty 3283.592805 = -2498274.233112
  nChanged 48
		SP:Iteration 29Q (62668.880000 sec): 3 clusters
  Score: Raw -2501575.129243 + Penalty 3283.592805 = -2498291.536438
  nChanged 34
		SP:Iteration 30Q (62669.220000 sec): 3 clusters
  Score: Raw -2501587.311629 + Penalty 3283.592805 = -2498303.718824
  nChanged 24
		SP:Iteration 31Q (62669.480000 sec): 3 clusters
  Score: Raw -2501595.523468 + Penalty 3283.592805 = -2498311.930663
  nChanged 16
		SP:Iteration 32Q (62669.780000 sec): 3 clusters
  Score: Raw -2501601.628560 + Penalty 3283.592805 = -2498318.035755
  nChanged 18
		SP:Iteration 33Q (62670.080000 sec): 3 clusters
  Score: Raw -2501606.080547 + Penalty 3283.592805 = -2498322.487742
  nChanged 6
		SP:Iteration 34Q (62670.340000 sec): 3 clusters
  Score: Raw -2501607.910532 + Penalty 3283.592805 = -2498324.317727
  nChanged 6
		SP:Iteration 35Q (62670.610000 sec): 3 clusters
  Score: Raw -2501610.098811 + Penalty 3283.592805 = -2498326.506006
  nChanged 5
		SP:Iteration 36Q (62670.870000 sec): 3 clusters
  Score: Raw -2501612.757473 + Penalty 3283.592805 = -2498329.164668
  nChanged 5
		SP:Iteration 37Q (62671.160000 sec): 3 clusters
  Score: Raw -2501613.777579 + Penalty 3283.592805 = -2498330.184774
  nChanged 3
		SP:Iteration 38Q (62671.450000 sec): 3 clusters
  Score: Raw -2501614.704079 + Penalty 3283.592805 = -2498331.111274
  nChanged 4
		SP:Iteration 39Q (62671.740000 sec): 3 clusters
  Score: Raw -2501616.371503 + Penalty 3283.592805 = -2498332.778698
  nChanged 4
		SP:Iteration 40F (62672.030000 sec): 3 clusters
  Score: Raw -2501617.107714 + Penalty 3283.592805 = -2498333.514909
  nChanged 3
		SP:Iteration 41Q (62672.340000 sec): 3 clusters
  Score: Raw -2501617.618530 + Penalty 3283.592805 = -2498334.025725
  nChanged 3
		SP:Iteration 42Q (62672.590000 sec): 3 clusters
  Score: Raw -2501618.990916 + Penalty 3283.592805 = -2498335.398111
  nChanged 5
		SP:Iteration 43Q (62672.830000 sec): 3 clusters
  Score: Raw -2501620.827376 + Penalty 3283.592805 = -2498337.234571
  nChanged 3
		SP:Iteration 44Q (62673.140000 sec): 3 clusters
  Score: Raw -2501621.814342 + Penalty 3283.592805 = -2498338.221537
  nChanged 6
		SP:Iteration 45Q (62673.430000 sec): 3 clusters
  Score: Raw -2501624.332720 + Penalty 3283.592805 = -2498340.739915
  nChanged 4
		SP:Iteration 46Q (62673.710000 sec): 3 clusters
  Score: Raw -2501625.280357 + Penalty 3283.592805 = -2498341.687552
  nChanged 2
		SP:Iteration 47Q (62673.980000 sec): 3 clusters
  Score: Raw -2501626.012646 + Penalty 3283.592805 = -2498342.419841
  nChanged 6
		SP:Iteration 48Q (62674.250000 sec): 3 clusters
  Score: Raw -2501627.915530 + Penalty 3283.592805 = -2498344.322725
  nChanged 3
		SP:Iteration 49Q (62674.550000 sec): 3 clusters
  Score: Raw -2501628.840679 + Penalty 3283.592805 = -2498345.247874
  nChanged 2
		SP:Iteration 50Q (62674.860000 sec): 3 clusters
  Score: Raw -2501629.101604 + Penalty 3283.592805 = -2498345.508799
  nChanged 1
		SP:Iteration 51Q (62675.130000 sec): 3 clusters
  Score: Raw -2501629.355333 + Penalty 3283.592805 = -2498345.762528
  nChanged 1
		SP:Iteration 52Q (62675.410000 sec): 3 clusters
  Score: Raw -2501629.667801 + Penalty 3283.592805 = -2498346.074996
  nChanged 1
		SP:Iteration 53Q (62675.650000 sec): 3 clusters
  Score: Raw -2501629.854032 + Penalty 3283.592805 = -2498346.261227
  nChanged 0
		SP:Iteration 54F (62675.950000 sec): 3 clusters
  Score: Raw -2501629.854032 + Penalty 3283.592805 = -2498346.261227
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62676.170000 sec): 2 clusters
  Score: Raw -2637257.715399 + Penalty 1640.668134 = -2635617.047265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62676.410000 sec): 3 clusters
  Score: Raw -2622467.842441 + Penalty 3281.336269 = -2619186.506173
  nChanged 11083
		SP:Iteration 1F (62676.670000 sec): 3 clusters
  Score: Raw -2628939.772629 + Penalty 3281.336269 = -2625658.436360
  nChanged 1418
		SP:Iteration 2F (62676.990000 sec): 3 clusters
  Score: Raw -2629690.707659 + Penalty 3281.336269 = -2626409.371391
  nChanged 1418
		SP:Iteration 3F (62677.300000 sec): 3 clusters
  Score: Raw -2630478.882800 + Penalty 3281.336269 = -2627197.546532
  nChanged 1479
		SP:Iteration 4F (62677.610000 sec): 3 clusters
  Score: Raw -2631304.146559 + Penalty 3281.336269 = -2628022.810290
  nChanged 1406
		SP:Iteration 5F (62677.910000 sec): 3 clusters
  Score: Raw -2632129.088119 + Penalty 3281.336269 = -2628847.751850
  nChanged 1368
		SP:Iteration 6F (62678.220000 sec): 3 clusters
  Score: Raw -2633062.690269 + Penalty 3281.336269 = -2629781.354001
  nChanged 1291
		SP:Iteration 7F (62678.510000 sec): 3 clusters
  Score: Raw -2634002.114326 + Penalty 3281.336269 = -2630720.778058
  nChanged 1139
		SP:Iteration 8Q (62678.800000 sec): 3 clusters
  Score: Raw -2634847.183676 + Penalty 3281.336269 = -2631565.847408
  nChanged 982
		SP:Iteration 9Q (62679.060000 sec): 3 clusters
  Score: Raw -2635559.501034 + Penalty 3281.336269 = -2632278.164765
  nChanged 839
		SP:Iteration 10Q (62679.360000 sec): 3 clusters
  Score: Raw -2636117.023045 + Penalty 3281.336269 = -2632835.686777
  nChanged 657
		SP:Iteration 11Q (62679.700000 sec): 3 clusters
  Score: Raw -2636490.384556 + Penalty 3281.336269 = -2633209.048287
  nChanged 520
		SP:Iteration 12Q (62679.980000 sec): 3 clusters
  Score: Raw -2636749.748478 + Penalty 3281.336269 = -2633468.412209
  nChanged 414
		SP:Iteration 13Q (62680.280000 sec): 3 clusters
  Score: Raw -2636946.898383 + Penalty 3281.336269 = -2633665.562114
  nChanged 351
		SP:Iteration 14Q (62680.550000 sec): 3 clusters
  Score: Raw -2637093.755578 + Penalty 3281.336269 = -2633812.419309
  nChanged 280
		SP:Iteration 15Q (62680.790000 sec): 3 clusters
  Score: Raw -2637199.577213 + Penalty 3281.336269 = -2633918.240944
  nChanged 253
		SP:Iteration 16Q (62681.100000 sec): 3 clusters
  Score: Raw -2637284.539903 + Penalty 3281.336269 = -2634003.203635
  nChanged 195
		SP:Iteration 17Q (62681.360000 sec): 3 clusters
  Score: Raw -2637345.570860 + Penalty 3281.336269 = -2634064.234592
  nChanged 171
		SP:Iteration 18Q (62681.650000 sec): 3 clusters
  Score: Raw -2637396.423522 + Penalty 3281.336269 = -2634115.087253
  nChanged 138
		SP:Iteration 19Q (62681.980000 sec): 3 clusters
  Score: Raw -2637432.728115 + Penalty 3281.336269 = -2634151.391846
  nChanged 115
		SP:Iteration 20F (62682.270000 sec): 3 clusters
  Score: Raw -2637458.621119 + Penalty 3281.336269 = -2634177.284850
  nChanged 120
		SP:Iteration 21Q (62682.580000 sec): 3 clusters
  Score: Raw -2637486.521623 + Penalty 3281.336269 = -2634205.185354
  nChanged 133
		SP:Iteration 22Q (62682.840000 sec): 3 clusters
  Score: Raw -2637517.090778 + Penalty 3281.336269 = -2634235.754509
  nChanged 110
		SP:Iteration 23Q (62683.130000 sec): 3 clusters
  Score: Raw -2637544.834389 + Penalty 3281.336269 = -2634263.498121
  nChanged 114
		SP:Iteration 24Q (62683.400000 sec): 3 clusters
  Score: Raw -2637573.407141 + Penalty 3281.336269 = -2634292.070873
  nChanged 102
		SP:Iteration 25Q (62683.690000 sec): 3 clusters
  Score: Raw -2637600.797637 + Penalty 3281.336269 = -2634319.461368
  nChanged 104
		SP:Iteration 26Q (62683.970000 sec): 3 clusters
  Score: Raw -2637628.888057 + Penalty 3281.336269 = -2634347.551789
  nChanged 92
		SP:Iteration 27Q (62684.300000 sec): 3 clusters
  Score: Raw -2637650.832412 + Penalty 3281.336269 = -2634369.496143
  nChanged 79
		SP:Iteration 28Q (62684.560000 sec): 3 clusters
  Score: Raw -2637668.724674 + Penalty 3281.336269 = -2634387.388406
  nChanged 61
		SP:Iteration 29Q (62684.890000 sec): 3 clusters
  Score: Raw -2637684.106420 + Penalty 3281.336269 = -2634402.770151
  nChanged 65
		SP:Iteration 30Q (62685.130000 sec): 3 clusters
  Score: Raw -2637699.349339 + Penalty 3281.336269 = -2634418.013070
  nChanged 61
		SP:Iteration 31Q (62685.420000 sec): 3 clusters
  Score: Raw -2637712.758685 + Penalty 3281.336269 = -2634431.422416
  nChanged 52
		SP:Iteration 32Q (62685.680000 sec): 3 clusters
  Score: Raw -2637725.290835 + Penalty 3281.336269 = -2634443.954566
  nChanged 45
		SP:Iteration 33Q (62685.930000 sec): 3 clusters
  Score: Raw -2637738.903759 + Penalty 3281.336269 = -2634457.567490
  nChanged 46
		SP:Iteration 34Q (62686.260000 sec): 3 clusters
  Score: Raw -2637751.112010 + Penalty 3281.336269 = -2634469.775741
  nChanged 41
		SP:Iteration 35Q (62686.550000 sec): 3 clusters
  Score: Raw -2637760.387551 + Penalty 3281.336269 = -2634479.051282
  nChanged 32
		SP:Iteration 36Q (62686.870000 sec): 3 clusters
  Score: Raw -2637767.180494 + Penalty 3281.336269 = -2634485.844225
  nChanged 29
		SP:Iteration 37Q (62687.120000 sec): 3 clusters
  Score: Raw -2637773.495697 + Penalty 3281.336269 = -2634492.159429
  nChanged 23
		SP:Iteration 38Q (62687.420000 sec): 3 clusters
  Score: Raw -2637777.990951 + Penalty 3281.336269 = -2634496.654682
  nChanged 23
		SP:Iteration 39Q (62687.740000 sec): 3 clusters
  Score: Raw -2637782.661098 + Penalty 3281.336269 = -2634501.324829
  nChanged 16
		SP:Iteration 40F (62688.030000 sec): 3 clusters
  Score: Raw -2637785.372416 + Penalty 3281.336269 = -2634504.036148
  nChanged 13
		SP:Iteration 41Q (62688.280000 sec): 3 clusters
  Score: Raw -2637787.627108 + Penalty 3281.336269 = -2634506.290840
  nChanged 16
		SP:Iteration 42Q (62688.580000 sec): 3 clusters
  Score: Raw -2637790.275147 + Penalty 3281.336269 = -2634508.938878
  nChanged 8
		SP:Iteration 43Q (62688.880000 sec): 3 clusters
  Score: Raw -2637791.478075 + Penalty 3281.336269 = -2634510.141806
  nChanged 9
		SP:Iteration 44Q (62689.180000 sec): 3 clusters
  Score: Raw -2637792.883550 + Penalty 3281.336269 = -2634511.547281
  nChanged 6
		SP:Iteration 45Q (62689.420000 sec): 3 clusters
  Score: Raw -2637794.098990 + Penalty 3281.336269 = -2634512.762721
  nChanged 7
		SP:Iteration 46Q (62689.720000 sec): 3 clusters
  Score: Raw -2637795.278576 + Penalty 3281.336269 = -2634513.942308
  nChanged 8
		SP:Iteration 47Q (62690.010000 sec): 3 clusters
  Score: Raw -2637796.605641 + Penalty 3281.336269 = -2634515.269372
  nChanged 9
		SP:Iteration 48Q (62690.240000 sec): 3 clusters
  Score: Raw -2637798.104305 + Penalty 3281.336269 = -2634516.768036
  nChanged 7
		SP:Iteration 49Q (62690.540000 sec): 3 clusters
  Score: Raw -2637799.775395 + Penalty 3281.336269 = -2634518.439126
  nChanged 5
		SP:Iteration 50Q (62690.830000 sec): 3 clusters
  Score: Raw -2637800.481610 + Penalty 3281.336269 = -2634519.145342
  nChanged 5
		SP:Iteration 51Q (62691.050000 sec): 3 clusters
  Score: Raw -2637801.357144 + Penalty 3281.336269 = -2634520.020875
  nChanged 5
		SP:Iteration 52Q (62691.340000 sec): 3 clusters
  Score: Raw -2637802.230473 + Penalty 3281.336269 = -2634520.894204
  nChanged 5
		SP:Iteration 53Q (62691.650000 sec): 3 clusters
  Score: Raw -2637802.833108 + Penalty 3281.336269 = -2634521.496839
  nChanged 1
		SP:Iteration 54Q (62691.890000 sec): 3 clusters
  Score: Raw -2637803.043634 + Penalty 3281.336269 = -2634521.707365
  nChanged 3
		SP:Iteration 55Q (62692.180000 sec): 3 clusters
  Score: Raw -2637803.987709 + Penalty 3281.336269 = -2634522.651440
  nChanged 5
		SP:Iteration 56Q (62692.440000 sec): 3 clusters
  Score: Raw -2637804.869154 + Penalty 3281.336269 = -2634523.532885
  nChanged 9
		SP:Iteration 57Q (62692.710000 sec): 3 clusters
  Score: Raw -2637806.058640 + Penalty 3281.336269 = -2634524.722372
  nChanged 7
		SP:Iteration 58Q (62692.950000 sec): 3 clusters
  Score: Raw -2637807.275226 + Penalty 3281.336269 = -2634525.938957
  nChanged 5
		SP:Iteration 59Q (62693.240000 sec): 3 clusters
  Score: Raw -2637808.187431 + Penalty 3281.336269 = -2634526.851162
  nChanged 6
		SP:Iteration 60F (62693.490000 sec): 3 clusters
  Score: Raw -2637809.322590 + Penalty 3281.336269 = -2634527.986322
  nChanged 6
		SP:Iteration 61Q (62693.780000 sec): 3 clusters
  Score: Raw -2637810.188521 + Penalty 3281.336269 = -2634528.852252
  nChanged 7
		SP:Iteration 62Q (62694.040000 sec): 3 clusters
  Score: Raw -2637811.387465 + Penalty 3281.336269 = -2634530.051196
  nChanged 4
		SP:Iteration 63Q (62694.300000 sec): 3 clusters
  Score: Raw -2637812.423414 + Penalty 3281.336269 = -2634531.087145
  nChanged 4
		SP:Iteration 64Q (62694.550000 sec): 3 clusters
  Score: Raw -2637813.147480 + Penalty 3281.336269 = -2634531.811211
  nChanged 4
		SP:Iteration 65Q (62694.840000 sec): 3 clusters
  Score: Raw -2637813.496649 + Penalty 3281.336269 = -2634532.160380
  nChanged 3
		SP:Iteration 66Q (62695.100000 sec): 3 clusters
  Score: Raw -2637814.436885 + Penalty 3281.336269 = -2634533.100616
  nChanged 2
		SP:Iteration 67Q (62695.370000 sec): 3 clusters
  Score: Raw -2637814.638983 + Penalty 3281.336269 = -2634533.302714
  nChanged 1
		SP:Iteration 68Q (62695.670000 sec): 3 clusters
  Score: Raw -2637814.874737 + Penalty 3281.336269 = -2634533.538468
  nChanged 1
		SP:Iteration 69Q (62695.930000 sec): 3 clusters
  Score: Raw -2637815.012430 + Penalty 3281.336269 = -2634533.676161
  nChanged 1
		SP:Iteration 70Q (62696.190000 sec): 3 clusters
  Score: Raw -2637815.341482 + Penalty 3281.336269 = -2634534.005213
  nChanged 1
		SP:Iteration 71Q (62696.490000 sec): 3 clusters
  Score: Raw -2637815.423329 + Penalty 3281.336269 = -2634534.087060
  nChanged 0
		SP:Iteration 72F (62696.770000 sec): 3 clusters
  Score: Raw -2637815.423329 + Penalty 3281.336269 = -2634534.087060
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62696.880000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62697.040000 sec): 3 clusters
  Score: Raw -347721.492315 + Penalty 2628.782587 = -345092.709728
  nChanged 1269
		SP:Iteration 1F (62697.240000 sec): 3 clusters
  Score: Raw -348436.966941 + Penalty 2628.782587 = -345808.184354
  nChanged 217
		SP:Iteration 2F (62697.420000 sec): 3 clusters
  Score: Raw -348548.184364 + Penalty 2628.782587 = -345919.401777
  nChanged 143
		SP:Iteration 3Q (62697.610000 sec): 3 clusters
  Score: Raw -348641.882475 + Penalty 2628.782587 = -346013.099888
  nChanged 137
		SP:Iteration 4Q (62697.790000 sec): 3 clusters
  Score: Raw -348724.470316 + Penalty 2628.782587 = -346095.687729
  nChanged 117
		SP:Iteration 5Q (62697.950000 sec): 3 clusters
  Score: Raw -348807.654006 + Penalty 2628.782587 = -346178.871420
  nChanged 118
		SP:Iteration 6Q (62698.150000 sec): 3 clusters
  Score: Raw -348877.154534 + Penalty 2628.782587 = -346248.371947
  nChanged 94
		SP:Iteration 7Q (62698.310000 sec): 3 clusters
  Score: Raw -348927.595699 + Penalty 2628.782587 = -346298.813113
  nChanged 76
		SP:Iteration 8Q (62698.480000 sec): 3 clusters
  Score: Raw -348961.478318 + Penalty 2628.782587 = -346332.695731
  nChanged 56
		SP:Iteration 9Q (62698.620000 sec): 3 clusters
  Score: Raw -348987.716945 + Penalty 2628.782587 = -346358.934358
  nChanged 57
		SP:Iteration 10Q (62698.770000 sec): 3 clusters
  Score: Raw -349018.537952 + Penalty 2628.782587 = -346389.755366
  nChanged 56
		SP:Iteration 11Q (62698.930000 sec): 3 clusters
  Score: Raw -349050.704797 + Penalty 2628.782587 = -346421.922210
  nChanged 58
		SP:Iteration 12Q (62699.070000 sec): 3 clusters
  Score: Raw -349080.083241 + Penalty 2628.782587 = -346451.300654
  nChanged 53
		SP:Iteration 13Q (62699.250000 sec): 3 clusters
  Score: Raw -349109.119513 + Penalty 2628.782587 = -346480.336927
  nChanged 54
		SP:Iteration 14Q (62699.420000 sec): 3 clusters
  Score: Raw -349140.229460 + Penalty 2628.782587 = -346511.446873
  nChanged 61
		SP:Iteration 15Q (62699.600000 sec): 3 clusters
  Score: Raw -349173.015557 + Penalty 2628.782587 = -346544.232970
  nChanged 59
		SP:Iteration 16Q (62699.790000 sec): 3 clusters
  Score: Raw -349204.900224 + Penalty 2628.782587 = -346576.117638
  nChanged 57
		SP:Iteration 17Q (62699.950000 sec): 3 clusters
  Score: Raw -349239.563069 + Penalty 2628.782587 = -346610.780482
  nChanged 50
		SP:Iteration 18Q (62700.120000 sec): 3 clusters
  Score: Raw -349262.147873 + Penalty 2628.782587 = -346633.365286
  nChanged 36
		SP:Iteration 19Q (62700.270000 sec): 3 clusters
  Score: Raw -349281.902066 + Penalty 2628.782587 = -346653.119479
  nChanged 32
		SP:Iteration 20F (62700.470000 sec): 3 clusters
  Score: Raw -349298.278253 + Penalty 2628.782587 = -346669.495666
  nChanged 31
		SP:Iteration 21Q (62700.670000 sec): 3 clusters
  Score: Raw -349313.743635 + Penalty 2628.782587 = -346684.961049
  nChanged 22
		SP:Iteration 22Q (62700.870000 sec): 3 clusters
  Score: Raw -349321.532215 + Penalty 2628.782587 = -346692.749628
  nChanged 16
		SP:Iteration 23Q (62701.050000 sec): 3 clusters
  Score: Raw -349329.226110 + Penalty 2628.782587 = -346700.443523
  nChanged 19
		SP:Iteration 24Q (62701.200000 sec): 3 clusters
  Score: Raw -349336.335328 + Penalty 2628.782587 = -346707.552742
  nChanged 12
		SP:Iteration 25Q (62701.360000 sec): 3 clusters
  Score: Raw -349340.995377 + Penalty 2628.782587 = -346712.212790
  nChanged 13
		SP:Iteration 26Q (62701.510000 sec): 3 clusters
  Score: Raw -349346.319867 + Penalty 2628.782587 = -346717.537280
  nChanged 14
		SP:Iteration 27Q (62701.670000 sec): 3 clusters
  Score: Raw -349351.431828 + Penalty 2628.782587 = -346722.649242
  nChanged 9
		SP:Iteration 28Q (62701.790000 sec): 3 clusters
  Score: Raw -349356.039766 + Penalty 2628.782587 = -346727.257179
  nChanged 11
		SP:Iteration 29Q (62701.970000 sec): 3 clusters
  Score: Raw -349360.848305 + Penalty 2628.782587 = -346732.065718
  nChanged 15
		SP:Iteration 30Q (62702.110000 sec): 3 clusters
  Score: Raw -349366.826296 + Penalty 2628.782587 = -346738.043710
  nChanged 10
		SP:Iteration 31Q (62702.310000 sec): 3 clusters
  Score: Raw -349369.907777 + Penalty 2628.782587 = -346741.125190
  nChanged 5
		SP:Iteration 32Q (62702.450000 sec): 3 clusters
  Score: Raw -349371.241396 + Penalty 2628.782587 = -346742.458809
  nChanged 2
		SP:Iteration 33Q (62702.620000 sec): 3 clusters
  Score: Raw -349371.931579 + Penalty 2628.782587 = -346743.148992
  nChanged 2
		SP:Iteration 34Q (62702.780000 sec): 3 clusters
  Score: Raw -349372.310259 + Penalty 2628.782587 = -346743.527672
  nChanged 2
		SP:Iteration 35Q (62702.960000 sec): 3 clusters
  Score: Raw -349372.887621 + Penalty 2628.782587 = -346744.105035
  nChanged 2
		SP:Iteration 36Q (62703.140000 sec): 3 clusters
  Score: Raw -349373.922827 + Penalty 2628.782587 = -346745.140240
  nChanged 2
		SP:Iteration 37Q (62703.330000 sec): 3 clusters
  Score: Raw -349374.835555 + Penalty 2628.782587 = -346746.052968
  nChanged 5
		SP:Iteration 38Q (62703.500000 sec): 3 clusters
  Score: Raw -349379.983960 + Penalty 2628.782587 = -346751.201374
  nChanged 13
		SP:Iteration 39Q (62703.660000 sec): 3 clusters
  Score: Raw -349387.941847 + Penalty 2628.782587 = -346759.159260
  nChanged 19
		SP:Iteration 40F (62703.850000 sec): 3 clusters
  Score: Raw -349402.897573 + Penalty 2628.782587 = -346774.114986
  nChanged 16
		SP:Iteration 41Q (62704.020000 sec): 3 clusters
  Score: Raw -349412.083423 + Penalty 2628.782587 = -346783.300837
  nChanged 16
		SP:Iteration 42Q (62704.200000 sec): 3 clusters
  Score: Raw -349420.618662 + Penalty 2628.782587 = -346791.836075
  nChanged 14
		SP:Iteration 43Q (62704.370000 sec): 3 clusters
  Score: Raw -349431.229945 + Penalty 2628.782587 = -346802.447358
  nChanged 17
		SP:Iteration 44Q (62704.540000 sec): 3 clusters
  Score: Raw -349439.135293 + Penalty 2628.782587 = -346810.352706
  nChanged 17
		SP:Iteration 45Q (62704.750000 sec): 3 clusters
  Score: Raw -349444.974600 + Penalty 2628.782587 = -346816.192014
  nChanged 10
		SP:Iteration 46Q (62704.900000 sec): 3 clusters
  Score: Raw -349448.933268 + Penalty 2628.782587 = -346820.150681
  nChanged 8
		SP:Iteration 47Q (62705.090000 sec): 3 clusters
  Score: Raw -349453.337636 + Penalty 2628.782587 = -346824.555049
  nChanged 6
		SP:Iteration 48Q (62705.280000 sec): 3 clusters
  Score: Raw -349455.403642 + Penalty 2628.782587 = -346826.621056
  nChanged 6
		SP:Iteration 49Q (62705.470000 sec): 3 clusters
  Score: Raw -349458.163693 + Penalty 2628.782587 = -346829.381106
  nChanged 4
		SP:Iteration 50Q (62705.630000 sec): 3 clusters
  Score: Raw -349459.650344 + Penalty 2628.782587 = -346830.867757
  nChanged 5
		SP:Iteration 51Q (62705.850000 sec): 3 clusters
  Score: Raw -349461.444066 + Penalty 2628.782587 = -346832.661480
  nChanged 6
		SP:Iteration 52Q (62705.980000 sec): 3 clusters
  Score: Raw -349464.674798 + Penalty 2628.782587 = -346835.892211
  nChanged 7
		SP:Iteration 53Q (62706.140000 sec): 3 clusters
  Score: Raw -349469.299816 + Penalty 2628.782587 = -346840.517230
  nChanged 7
		SP:Iteration 54Q (62706.340000 sec): 3 clusters
  Score: Raw -349472.397960 + Penalty 2628.782587 = -346843.615373
  nChanged 4
		SP:Iteration 55Q (62706.540000 sec): 3 clusters
  Score: Raw -349474.940800 + Penalty 2628.782587 = -346846.158214
  nChanged 7
		SP:Iteration 56Q (62706.710000 sec): 3 clusters
  Score: Raw -349479.369014 + Penalty 2628.782587 = -346850.586428
  nChanged 12
		SP:Iteration 57Q (62706.890000 sec): 3 clusters
  Score: Raw -349485.304095 + Penalty 2628.782587 = -346856.521508
  nChanged 8
		SP:Iteration 58Q (62707.100000 sec): 3 clusters
  Score: Raw -349489.997755 + Penalty 2628.782587 = -346861.215168
  nChanged 6
		SP:Iteration 59Q (62707.270000 sec): 3 clusters
  Score: Raw -349495.395839 + Penalty 2628.782587 = -346866.613252
  nChanged 8
		SP:Iteration 60F (62707.430000 sec): 3 clusters
  Score: Raw -349498.891701 + Penalty 2628.782587 = -346870.109115
  nChanged 4
		SP:Iteration 61Q (62707.620000 sec): 3 clusters
  Score: Raw -349500.278583 + Penalty 2628.782587 = -346871.495997
  nChanged 4
		SP:Iteration 62Q (62707.830000 sec): 3 clusters
  Score: Raw -349501.222837 + Penalty 2628.782587 = -346872.440250
  nChanged 1
		SP:Iteration 63Q (62708.020000 sec): 3 clusters
  Score: Raw -349501.469474 + Penalty 2628.782587 = -346872.686887
  nChanged 2
		SP:Iteration 64Q (62708.210000 sec): 3 clusters
  Score: Raw -349502.140593 + Penalty 2628.782587 = -346873.358006
  nChanged 1
		SP:Iteration 65Q (62708.400000 sec): 3 clusters
  Score: Raw -349502.601920 + Penalty 2628.782587 = -346873.819333
  nChanged 1
		SP:Iteration 66Q (62708.530000 sec): 3 clusters
  Score: Raw -349503.772604 + Penalty 2628.782587 = -346874.990017
  nChanged 3
		SP:Iteration 67Q (62708.710000 sec): 3 clusters
  Score: Raw -349504.992112 + Penalty 2628.782587 = -346876.209525
  nChanged 5
		SP:Iteration 68Q (62708.890000 sec): 3 clusters
  Score: Raw -349506.678962 + Penalty 2628.782587 = -346877.896375
  nChanged 8
		SP:Iteration 69Q (62709.030000 sec): 3 clusters
  Score: Raw -349511.547122 + Penalty 2628.782587 = -346882.764535
  nChanged 8
		SP:Iteration 70Q (62709.160000 sec): 3 clusters
  Score: Raw -349515.665064 + Penalty 2628.782587 = -346886.882478
  nChanged 6
		SP:Iteration 71Q (62709.290000 sec): 3 clusters
  Score: Raw -349517.529829 + Penalty 2628.782587 = -346888.747242
  nChanged 4
		SP:Iteration 72Q (62709.420000 sec): 3 clusters
  Score: Raw -349518.844978 + Penalty 2628.782587 = -346890.062392
  nChanged 2
		SP:Iteration 73Q (62709.600000 sec): 3 clusters
  Score: Raw -349519.929078 + Penalty 2628.782587 = -346891.146491
  nChanged 0
		SP:Iteration 74F (62709.730000 sec): 3 clusters
  Score: Raw -349519.929078 + Penalty 2628.782587 = -346891.146491
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62709.860000 sec): 2 clusters
  Score: Raw -481012.892421 + Penalty 1377.274846 = -479635.617574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62710.050000 sec): 3 clusters
  Score: Raw -478558.058882 + Penalty 2754.549693 = -475803.509189
  nChanged 1931
		SP:Iteration 1F (62710.230000 sec): 3 clusters
  Score: Raw -479735.662119 + Penalty 2754.549693 = -476981.112427
  nChanged 441
		SP:Iteration 2F (62710.410000 sec): 3 clusters
  Score: Raw -480061.256916 + Penalty 2754.549693 = -477306.707223
  nChanged 324
		SP:Iteration 3F (62710.610000 sec): 3 clusters
  Score: Raw -480295.369824 + Penalty 2754.549693 = -477540.820131
  nChanged 249
		SP:Iteration 4F (62710.780000 sec): 3 clusters
  Score: Raw -480453.924998 + Penalty 2754.549693 = -477699.375305
  nChanged 204
		SP:Iteration 5Q (62710.940000 sec): 3 clusters
  Score: Raw -480591.135267 + Penalty 2754.549693 = -477836.585574
  nChanged 191
		SP:Iteration 6Q (62711.130000 sec): 3 clusters
  Score: Raw -480715.590596 + Penalty 2754.549693 = -477961.040903
  nChanged 170
		SP:Iteration 7Q (62711.310000 sec): 3 clusters
  Score: Raw -480819.799778 + Penalty 2754.549693 = -478065.250085
  nChanged 135
		SP:Iteration 8Q (62711.530000 sec): 3 clusters
  Score: Raw -480897.928004 + Penalty 2754.549693 = -478143.378312
  nChanged 123
		SP:Iteration 9Q (62711.710000 sec): 3 clusters
  Score: Raw -480975.291201 + Penalty 2754.549693 = -478220.741508
  nChanged 120
		SP:Iteration 10Q (62711.870000 sec): 3 clusters
  Score: Raw -481045.606525 + Penalty 2754.549693 = -478291.056832
  nChanged 99
		SP:Iteration 11Q (62712.070000 sec): 3 clusters
  Score: Raw -481098.296765 + Penalty 2754.549693 = -478343.747072
  nChanged 86
		SP:Iteration 12Q (62712.280000 sec): 3 clusters
  Score: Raw -481136.204841 + Penalty 2754.549693 = -478381.655148
  nChanged 80
		SP:Iteration 13Q (62712.470000 sec): 3 clusters
  Score: Raw -481180.135528 + Penalty 2754.549693 = -478425.585835
  nChanged 72
		SP:Iteration 14Q (62712.650000 sec): 3 clusters
  Score: Raw -481217.207930 + Penalty 2754.549693 = -478462.658237
  nChanged 72
		SP:Iteration 15Q (62712.870000 sec): 3 clusters
  Score: Raw -481262.427796 + Penalty 2754.549693 = -478507.878103
  nChanged 78
		SP:Iteration 16Q (62713.030000 sec): 3 clusters
  Score: Raw -481306.007677 + Penalty 2754.549693 = -478551.457984
  nChanged 60
		SP:Iteration 17Q (62713.210000 sec): 3 clusters
  Score: Raw -481340.760106 + Penalty 2754.549693 = -478586.210413
  nChanged 61
		SP:Iteration 18Q (62713.390000 sec): 3 clusters
  Score: Raw -481374.756745 + Penalty 2754.549693 = -478620.207052
  nChanged 51
		SP:Iteration 19Q (62713.610000 sec): 3 clusters
  Score: Raw -481395.077825 + Penalty 2754.549693 = -478640.528132
  nChanged 37
		SP:Iteration 20F (62713.800000 sec): 3 clusters
  Score: Raw -481413.015227 + Penalty 2754.549693 = -478658.465534
  nChanged 29
		SP:Iteration 21Q (62713.990000 sec): 3 clusters
  Score: Raw -481426.147854 + Penalty 2754.549693 = -478671.598161
  nChanged 32
		SP:Iteration 22Q (62714.150000 sec): 3 clusters
  Score: Raw -481443.546920 + Penalty 2754.549693 = -478688.997228
  nChanged 34
		SP:Iteration 23Q (62714.360000 sec): 3 clusters
  Score: Raw -481460.581431 + Penalty 2754.549693 = -478706.031738
  nChanged 32
		SP:Iteration 24Q (62714.580000 sec): 3 clusters
  Score: Raw -481478.995826 + Penalty 2754.549693 = -478724.446133
  nChanged 29
		SP:Iteration 25Q (62714.770000 sec): 3 clusters
  Score: Raw -481493.017442 + Penalty 2754.549693 = -478738.467749
  nChanged 25
		SP:Iteration 26Q (62714.930000 sec): 3 clusters
  Score: Raw -481505.625800 + Penalty 2754.549693 = -478751.076107
  nChanged 29
		SP:Iteration 27Q (62715.130000 sec): 3 clusters
  Score: Raw -481518.037876 + Penalty 2754.549693 = -478763.488183
  nChanged 21
		SP:Iteration 28Q (62715.330000 sec): 3 clusters
  Score: Raw -481526.501152 + Penalty 2754.549693 = -478771.951459
  nChanged 16
		SP:Iteration 29Q (62715.510000 sec): 3 clusters
  Score: Raw -481533.036157 + Penalty 2754.549693 = -478778.486464
  nChanged 13
		SP:Iteration 30Q (62715.710000 sec): 3 clusters
  Score: Raw -481537.735690 + Penalty 2754.549693 = -478783.185997
  nChanged 7
		SP:Iteration 31Q (62715.910000 sec): 3 clusters
  Score: Raw -481540.403242 + Penalty 2754.549693 = -478785.853550
  nChanged 12
		SP:Iteration 32Q (62716.100000 sec): 3 clusters
  Score: Raw -481545.625676 + Penalty 2754.549693 = -478791.075983
  nChanged 6
		SP:Iteration 33Q (62716.290000 sec): 3 clusters
  Score: Raw -481547.697401 + Penalty 2754.549693 = -478793.147709
  nChanged 4
		SP:Iteration 34Q (62716.510000 sec): 3 clusters
  Score: Raw -481550.431809 + Penalty 2754.549693 = -478795.882116
  nChanged 9
		SP:Iteration 35Q (62716.700000 sec): 3 clusters
  Score: Raw -481553.854763 + Penalty 2754.549693 = -478799.305070
  nChanged 6
		SP:Iteration 36Q (62716.880000 sec): 3 clusters
  Score: Raw -481555.641955 + Penalty 2754.549693 = -478801.092262
  nChanged 3
		SP:Iteration 37Q (62717.030000 sec): 3 clusters
  Score: Raw -481556.706067 + Penalty 2754.549693 = -478802.156374
  nChanged 2
		SP:Iteration 38Q (62717.220000 sec): 3 clusters
  Score: Raw -481557.051232 + Penalty 2754.549693 = -478802.501539
  nChanged 1
		SP:Iteration 39Q (62717.370000 sec): 3 clusters
  Score: Raw -481557.564270 + Penalty 2754.549693 = -478803.014577
  nChanged 1
		SP:Iteration 40F (62717.570000 sec): 3 clusters
  Score: Raw -481557.904863 + Penalty 2754.549693 = -478803.355170
  nChanged 1
		SP:Iteration 41Q (62717.730000 sec): 3 clusters
  Score: Raw -481558.107133 + Penalty 2754.549693 = -478803.557441
  nChanged 0
		SP:Iteration 42F (62717.880000 sec): 3 clusters
  Score: Raw -481558.107133 + Penalty 2754.549693 = -478803.557441
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62717.970000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62718.150000 sec): 3 clusters
  Score: Raw -437361.278294 + Penalty 2710.803298 = -434650.474996
  nChanged 1669
		SP:Iteration 1F (62718.350000 sec): 3 clusters
  Score: Raw -438396.916641 + Penalty 2710.803298 = -435686.113343
  nChanged 366
		SP:Iteration 2F (62718.500000 sec): 3 clusters
  Score: Raw -438693.000134 + Penalty 2710.803298 = -435982.196835
  nChanged 305
		SP:Iteration 3F (62718.710000 sec): 3 clusters
  Score: Raw -438988.225035 + Penalty 2710.803298 = -436277.421737
  nChanged 296
		SP:Iteration 4F (62718.880000 sec): 3 clusters
  Score: Raw -439291.285083 + Penalty 2710.803298 = -436580.481784
  nChanged 248
		SP:Iteration 5F (62719.090000 sec): 3 clusters
  Score: Raw -439529.990706 + Penalty 2710.803298 = -436819.187407
  nChanged 179
		SP:Iteration 6Q (62719.250000 sec): 3 clusters
  Score: Raw -439657.987604 + Penalty 2710.803298 = -436947.184305
  nChanged 112
		SP:Iteration 7Q (62719.440000 sec): 3 clusters
  Score: Raw -439728.990392 + Penalty 2710.803298 = -437018.187093
  nChanged 79
		SP:Iteration 8Q (62719.650000 sec): 3 clusters
  Score: Raw -439776.254909 + Penalty 2710.803298 = -437065.451611
  nChanged 54
		SP:Iteration 9Q (62719.790000 sec): 3 clusters
  Score: Raw -439800.056305 + Penalty 2710.803298 = -437089.253007
  nChanged 45
		SP:Iteration 10Q (62719.970000 sec): 3 clusters
  Score: Raw -439814.937683 + Penalty 2710.803298 = -437104.134385
  nChanged 23
		SP:Iteration 11Q (62720.140000 sec): 3 clusters
  Score: Raw -439825.836174 + Penalty 2710.803298 = -437115.032875
  nChanged 28
		SP:Iteration 12Q (62720.350000 sec): 3 clusters
  Score: Raw -439836.740167 + Penalty 2710.803298 = -437125.936868
  nChanged 9
		SP:Iteration 13Q (62720.550000 sec): 3 clusters
  Score: Raw -439839.817207 + Penalty 2710.803298 = -437129.013909
  nChanged 6
		SP:Iteration 14Q (62720.700000 sec): 3 clusters
  Score: Raw -439840.940660 + Penalty 2710.803298 = -437130.137362
  nChanged 2
		SP:Iteration 15Q (62720.920000 sec): 3 clusters
  Score: Raw -439841.612085 + Penalty 2710.803298 = -437130.808786
  nChanged 1
		SP:Iteration 16Q (62721.110000 sec): 3 clusters
  Score: Raw -439841.823606 + Penalty 2710.803298 = -437131.020307
  nChanged 1
		SP:Iteration 17Q (62721.270000 sec): 3 clusters
  Score: Raw -439841.982109 + Penalty 2710.803298 = -437131.178811
  nChanged 0
		SP:Iteration 18F (62721.470000 sec): 3 clusters
  Score: Raw -439841.982109 + Penalty 2710.803298 = -437131.178811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62721.560000 sec): 2 clusters
  Score: Raw -684731.728909 + Penalty 1419.966369 = -683311.762540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62721.730000 sec): 3 clusters
  Score: Raw -681388.404527 + Penalty 2839.932737 = -678548.471790
  nChanged 2595
		SP:Iteration 1F (62721.960000 sec): 3 clusters
  Score: Raw -682803.722309 + Penalty 2839.932737 = -679963.789572
  nChanged 449
		SP:Iteration 2F (62722.130000 sec): 3 clusters
  Score: Raw -683042.317093 + Penalty 2839.932737 = -680202.384356
  nChanged 352
		SP:Iteration 3F (62722.280000 sec): 3 clusters
  Score: Raw -683235.040710 + Penalty 2839.932737 = -680395.107973
  nChanged 313
		SP:Iteration 4F (62722.510000 sec): 3 clusters
  Score: Raw -683408.545536 + Penalty 2839.932737 = -680568.612799
  nChanged 292
		SP:Iteration 5Q (62722.670000 sec): 3 clusters
  Score: Raw -683564.121453 + Penalty 2839.932737 = -680724.188715
  nChanged 273
		SP:Iteration 6Q (62722.880000 sec): 3 clusters
  Score: Raw -683709.610563 + Penalty 2839.932737 = -680869.677825
  nChanged 260
		SP:Iteration 7Q (62723.050000 sec): 3 clusters
  Score: Raw -683844.017681 + Penalty 2839.932737 = -681004.084944
  nChanged 238
		SP:Iteration 8Q (62723.210000 sec): 3 clusters
  Score: Raw -683965.986615 + Penalty 2839.932737 = -681126.053878
  nChanged 202
		SP:Iteration 9Q (62723.400000 sec): 3 clusters
  Score: Raw -684060.479496 + Penalty 2839.932737 = -681220.546758
  nChanged 168
		SP:Iteration 10Q (62723.560000 sec): 3 clusters
  Score: Raw -684147.340983 + Penalty 2839.932737 = -681307.408246
  nChanged 165
		SP:Iteration 11Q (62723.700000 sec): 3 clusters
  Score: Raw -684233.585954 + Penalty 2839.932737 = -681393.653217
  nChanged 155
		SP:Iteration 12Q (62723.890000 sec): 3 clusters
  Score: Raw -684311.540535 + Penalty 2839.932737 = -681471.607798
  nChanged 128
		SP:Iteration 13Q (62724.130000 sec): 3 clusters
  Score: Raw -684371.576202 + Penalty 2839.932737 = -681531.643465
  nChanged 100
		SP:Iteration 14Q (62724.300000 sec): 3 clusters
  Score: Raw -684428.917584 + Penalty 2839.932737 = -681588.984846
  nChanged 96
		SP:Iteration 15Q (62724.510000 sec): 3 clusters
  Score: Raw -684481.266671 + Penalty 2839.932737 = -681641.333934
  nChanged 88
		SP:Iteration 16Q (62724.700000 sec): 3 clusters
  Score: Raw -684533.729395 + Penalty 2839.932737 = -681693.796657
  nChanged 77
		SP:Iteration 17Q (62724.860000 sec): 3 clusters
  Score: Raw -684571.233756 + Penalty 2839.932737 = -681731.301019
  nChanged 71
		SP:Iteration 18Q (62725.080000 sec): 3 clusters
  Score: Raw -684613.106914 + Penalty 2839.932737 = -681773.174177
  nChanged 59
		SP:Iteration 19Q (62725.290000 sec): 3 clusters
  Score: Raw -684642.800785 + Penalty 2839.932737 = -681802.868048
  nChanged 53
		SP:Iteration 20F (62725.460000 sec): 3 clusters
  Score: Raw -684670.924164 + Penalty 2839.932737 = -681830.991427
  nChanged 35
		SP:Iteration 21Q (62725.650000 sec): 3 clusters
  Score: Raw -684690.831121 + Penalty 2839.932737 = -681850.898383
  nChanged 31
		SP:Iteration 22Q (62725.850000 sec): 3 clusters
  Score: Raw -684707.484195 + Penalty 2839.932737 = -681867.551457
  nChanged 31
		SP:Iteration 23Q (62726.020000 sec): 3 clusters
  Score: Raw -684723.229464 + Penalty 2839.932737 = -681883.296726
  nChanged 34
		SP:Iteration 24Q (62726.220000 sec): 3 clusters
  Score: Raw -684744.164845 + Penalty 2839.932737 = -681904.232108
  nChanged 39
		SP:Iteration 25Q (62726.430000 sec): 3 clusters
  Score: Raw -684765.937430 + Penalty 2839.932737 = -681926.004692
  nChanged 34
		SP:Iteration 26Q (62726.600000 sec): 3 clusters
  Score: Raw -684786.725916 + Penalty 2839.932737 = -681946.793179
  nChanged 34
		SP:Iteration 27Q (62726.810000 sec): 3 clusters
  Score: Raw -684804.738287 + Penalty 2839.932737 = -681964.805550
  nChanged 31
		SP:Iteration 28Q (62726.980000 sec): 3 clusters
  Score: Raw -684817.503120 + Penalty 2839.932737 = -681977.570382
  nChanged 19
		SP:Iteration 29Q (62727.180000 sec): 3 clusters
  Score: Raw -684824.508490 + Penalty 2839.932737 = -681984.575753
  nChanged 15
		SP:Iteration 30Q (62727.380000 sec): 3 clusters
  Score: Raw -684830.190994 + Penalty 2839.932737 = -681990.258257
  nChanged 12
		SP:Iteration 31Q (62727.550000 sec): 3 clusters
  Score: Raw -684835.931907 + Penalty 2839.932737 = -681995.999170
  nChanged 13
		SP:Iteration 32Q (62727.750000 sec): 3 clusters
  Score: Raw -684840.890563 + Penalty 2839.932737 = -682000.957826
  nChanged 11
		SP:Iteration 33Q (62727.930000 sec): 3 clusters
  Score: Raw -684845.540944 + Penalty 2839.932737 = -682005.608206
  nChanged 10
		SP:Iteration 34Q (62728.120000 sec): 3 clusters
  Score: Raw -684850.680044 + Penalty 2839.932737 = -682010.747306
  nChanged 11
		SP:Iteration 35Q (62728.280000 sec): 3 clusters
  Score: Raw -684855.396132 + Penalty 2839.932737 = -682015.463394
  nChanged 10
		SP:Iteration 36Q (62728.460000 sec): 3 clusters
  Score: Raw -684859.942783 + Penalty 2839.932737 = -682020.010046
  nChanged 11
		SP:Iteration 37Q (62728.680000 sec): 3 clusters
  Score: Raw -684863.845372 + Penalty 2839.932737 = -682023.912635
  nChanged 10
		SP:Iteration 38Q (62728.860000 sec): 3 clusters
  Score: Raw -684868.511054 + Penalty 2839.932737 = -682028.578316
  nChanged 10
		SP:Iteration 39Q (62729.070000 sec): 3 clusters
  Score: Raw -684873.720567 + Penalty 2839.932737 = -682033.787830
  nChanged 15
		SP:Iteration 40F (62729.270000 sec): 3 clusters
  Score: Raw -684882.536270 + Penalty 2839.932737 = -682042.603532
  nChanged 12
		SP:Iteration 41Q (62729.460000 sec): 3 clusters
  Score: Raw -684889.308751 + Penalty 2839.932737 = -682049.376014
  nChanged 14
		SP:Iteration 42Q (62729.610000 sec): 3 clusters
  Score: Raw -684897.759499 + Penalty 2839.932737 = -682057.826762
  nChanged 13
		SP:Iteration 43Q (62729.800000 sec): 3 clusters
  Score: Raw -684903.259206 + Penalty 2839.932737 = -682063.326468
  nChanged 12
		SP:Iteration 44Q (62729.990000 sec): 3 clusters
  Score: Raw -684907.997462 + Penalty 2839.932737 = -682068.064724
  nChanged 8
		SP:Iteration 45Q (62730.190000 sec): 3 clusters
  Score: Raw -684911.059960 + Penalty 2839.932737 = -682071.127222
  nChanged 4
		SP:Iteration 46Q (62730.360000 sec): 3 clusters
  Score: Raw -684912.334842 + Penalty 2839.932737 = -682072.402104
  nChanged 3
		SP:Iteration 47Q (62730.570000 sec): 3 clusters
  Score: Raw -684914.193983 + Penalty 2839.932737 = -682074.261245
  nChanged 6
		SP:Iteration 48Q (62730.710000 sec): 3 clusters
  Score: Raw -684916.413163 + Penalty 2839.932737 = -682076.480425
  nChanged 4
		SP:Iteration 49Q (62730.890000 sec): 3 clusters
  Score: Raw -684918.311371 + Penalty 2839.932737 = -682078.378633
  nChanged 4
		SP:Iteration 50Q (62731.070000 sec): 3 clusters
  Score: Raw -684921.023464 + Penalty 2839.932737 = -682081.090726
  nChanged 6
		SP:Iteration 51Q (62731.270000 sec): 3 clusters
  Score: Raw -684923.958115 + Penalty 2839.932737 = -682084.025377
  nChanged 6
		SP:Iteration 52Q (62731.420000 sec): 3 clusters
  Score: Raw -684927.217904 + Penalty 2839.932737 = -682087.285166
  nChanged 7
		SP:Iteration 53Q (62731.620000 sec): 3 clusters
  Score: Raw -684929.590586 + Penalty 2839.932737 = -682089.657849
  nChanged 2
		SP:Iteration 54Q (62731.820000 sec): 3 clusters
  Score: Raw -684931.285877 + Penalty 2839.932737 = -682091.353140
  nChanged 9
		SP:Iteration 55Q (62732.010000 sec): 3 clusters
  Score: Raw -684935.019513 + Penalty 2839.932737 = -682095.086775
  nChanged 4
		SP:Iteration 56Q (62732.240000 sec): 3 clusters
  Score: Raw -684936.252940 + Penalty 2839.932737 = -682096.320202
  nChanged 2
		SP:Iteration 57Q (62732.440000 sec): 3 clusters
  Score: Raw -684937.315675 + Penalty 2839.932737 = -682097.382938
  nChanged 5
		SP:Iteration 58Q (62732.610000 sec): 3 clusters
  Score: Raw -684939.340170 + Penalty 2839.932737 = -682099.407432
  nChanged 3
		SP:Iteration 59Q (62732.820000 sec): 3 clusters
  Score: Raw -684939.917900 + Penalty 2839.932737 = -682099.985163
  nChanged 2
		SP:Iteration 60F (62732.990000 sec): 3 clusters
  Score: Raw -684941.139448 + Penalty 2839.932737 = -682101.206710
  nChanged 1
		SP:Iteration 61Q (62733.210000 sec): 3 clusters
  Score: Raw -684941.299603 + Penalty 2839.932737 = -682101.366866
  nChanged 0
		SP:Iteration 62F (62733.420000 sec): 3 clusters
  Score: Raw -684941.299603 + Penalty 2839.932737 = -682101.366866
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62733.520000 sec): 2 clusters
  Score: Raw -325433.364446 + Penalty 1321.707955 = -324111.656491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62733.680000 sec): 3 clusters
  Score: Raw -323821.168907 + Penalty 2643.415911 = -321177.752997
  nChanged 1361
		SP:Iteration 1F (62733.850000 sec): 3 clusters
  Score: Raw -324719.532577 + Penalty 2643.415911 = -322076.116666
  nChanged 332
		SP:Iteration 2F (62734.030000 sec): 3 clusters
  Score: Raw -325065.060936 + Penalty 2643.415911 = -322421.645025
  nChanged 273
		SP:Iteration 3F (62734.210000 sec): 3 clusters
  Score: Raw -325365.679990 + Penalty 2643.415911 = -322722.264079
  nChanged 226
		SP:Iteration 4F (62734.380000 sec): 3 clusters
  Score: Raw -325628.794241 + Penalty 2643.415911 = -322985.378330
  nChanged 210
		SP:Iteration 5F (62734.520000 sec): 3 clusters
  Score: Raw -325853.343662 + Penalty 2643.415911 = -323209.927752
  nChanged 172
		SP:Iteration 6F (62734.700000 sec): 3 clusters
  Score: Raw -326005.878936 + Penalty 2643.415911 = -323362.463025
  nChanged 130
		SP:Iteration 7Q (62734.880000 sec): 3 clusters
  Score: Raw -326118.112485 + Penalty 2643.415911 = -323474.696574
  nChanged 105
		SP:Iteration 8Q (62735.050000 sec): 3 clusters
  Score: Raw -326220.942753 + Penalty 2643.415911 = -323577.526842
  nChanged 101
		SP:Iteration 9Q (62735.200000 sec): 3 clusters
  Score: Raw -326309.657930 + Penalty 2643.415911 = -323666.242019
  nChanged 88
		SP:Iteration 10Q (62735.340000 sec): 3 clusters
  Score: Raw -326349.045859 + Penalty 2643.415911 = -323705.629948
  nChanged 49
		SP:Iteration 11Q (62735.510000 sec): 3 clusters
  Score: Raw -326372.143488 + Penalty 2643.415911 = -323728.727578
  nChanged 21
		SP:Iteration 12Q (62735.720000 sec): 3 clusters
  Score: Raw -326378.399149 + Penalty 2643.415911 = -323734.983238
  nChanged 13
		SP:Iteration 13Q (62735.890000 sec): 3 clusters
  Score: Raw -326383.232188 + Penalty 2643.415911 = -323739.816277
  nChanged 14
		SP:Iteration 14Q (62736.080000 sec): 3 clusters
  Score: Raw -326387.444994 + Penalty 2643.415911 = -323744.029083
  nChanged 8
		SP:Iteration 15Q (62736.240000 sec): 3 clusters
  Score: Raw -326389.210871 + Penalty 2643.415911 = -323745.794960
  nChanged 4
		SP:Iteration 16Q (62736.410000 sec): 3 clusters
  Score: Raw -326390.353077 + Penalty 2643.415911 = -323746.937166
  nChanged 7
		SP:Iteration 17Q (62736.590000 sec): 3 clusters
  Score: Raw -326392.377893 + Penalty 2643.415911 = -323748.961982
  nChanged 6
		SP:Iteration 18Q (62736.760000 sec): 3 clusters
  Score: Raw -326394.101503 + Penalty 2643.415911 = -323750.685592
  nChanged 4
		SP:Iteration 19Q (62736.930000 sec): 3 clusters
  Score: Raw -326395.836953 + Penalty 2643.415911 = -323752.421042
  nChanged 4
		SP:Iteration 20F (62737.100000 sec): 3 clusters
  Score: Raw -326397.560172 + Penalty 2643.415911 = -323754.144261
  nChanged 4
		SP:Iteration 21Q (62737.320000 sec): 3 clusters
  Score: Raw -326398.337453 + Penalty 2643.415911 = -323754.921542
  nChanged 0
		SP:Iteration 22F (62737.510000 sec): 3 clusters
  Score: Raw -326398.337453 + Penalty 2643.415911 = -323754.921542
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62737.590000 sec): 2 clusters
  Score: Raw -297918.739405 + Penalty 1291.899357 = -296626.840048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62737.790000 sec): 3 clusters
  Score: Raw -296610.578504 + Penalty 2583.798713 = -294026.779791
  nChanged 1044
		SP:Iteration 1F (62737.950000 sec): 3 clusters
  Score: Raw -297325.643639 + Penalty 2583.798713 = -294741.844925
  nChanged 252
		SP:Iteration 2F (62738.120000 sec): 3 clusters
  Score: Raw -297496.245657 + Penalty 2583.798713 = -294912.446943
  nChanged 162
		SP:Iteration 3F (62738.290000 sec): 3 clusters
  Score: Raw -297610.918528 + Penalty 2583.798713 = -295027.119815
  nChanged 121
		SP:Iteration 4Q (62738.500000 sec): 3 clusters
  Score: Raw -297696.223748 + Penalty 2583.798713 = -295112.425035
  nChanged 100
		SP:Iteration 5Q (62738.690000 sec): 3 clusters
  Score: Raw -297755.005534 + Penalty 2583.798713 = -295171.206820
  nChanged 73
		SP:Iteration 6Q (62738.890000 sec): 3 clusters
  Score: Raw -297796.948180 + Penalty 2583.798713 = -295213.149466
  nChanged 56
		SP:Iteration 7Q (62739.060000 sec): 3 clusters
  Score: Raw -297835.119858 + Penalty 2583.798713 = -295251.321145
  nChanged 62
		SP:Iteration 8Q (62739.280000 sec): 3 clusters
  Score: Raw -297867.284915 + Penalty 2583.798713 = -295283.486202
  nChanged 53
		SP:Iteration 9Q (62739.440000 sec): 3 clusters
  Score: Raw -297897.324200 + Penalty 2583.798713 = -295313.525486
  nChanged 53
		SP:Iteration 10Q (62739.640000 sec): 3 clusters
  Score: Raw -297927.181302 + Penalty 2583.798713 = -295343.382588
  nChanged 49
		SP:Iteration 11Q (62739.790000 sec): 3 clusters
  Score: Raw -297956.020956 + Penalty 2583.798713 = -295372.222243
  nChanged 32
		SP:Iteration 12Q (62739.980000 sec): 3 clusters
  Score: Raw -297972.790707 + Penalty 2583.798713 = -295388.991993
  nChanged 24
		SP:Iteration 13Q (62740.150000 sec): 3 clusters
  Score: Raw -297986.156336 + Penalty 2583.798713 = -295402.357623
  nChanged 21
		SP:Iteration 14Q (62740.330000 sec): 3 clusters
  Score: Raw -297996.901211 + Penalty 2583.798713 = -295413.102497
  nChanged 20
		SP:Iteration 15Q (62740.480000 sec): 3 clusters
  Score: Raw -298006.475697 + Penalty 2583.798713 = -295422.676984
  nChanged 19
		SP:Iteration 16Q (62740.660000 sec): 3 clusters
  Score: Raw -298014.007267 + Penalty 2583.798713 = -295430.208554
  nChanged 16
		SP:Iteration 17Q (62740.840000 sec): 3 clusters
  Score: Raw -298020.003266 + Penalty 2583.798713 = -295436.204553
  nChanged 16
		SP:Iteration 18Q (62741.000000 sec): 3 clusters
  Score: Raw -298026.690406 + Penalty 2583.798713 = -295442.891693
  nChanged 14
		SP:Iteration 19Q (62741.140000 sec): 3 clusters
  Score: Raw -298032.821551 + Penalty 2583.798713 = -295449.022838
  nChanged 13
		SP:Iteration 20F (62741.320000 sec): 3 clusters
  Score: Raw -298038.167166 + Penalty 2583.798713 = -295454.368452
  nChanged 12
		SP:Iteration 21Q (62741.520000 sec): 3 clusters
  Score: Raw -298041.786292 + Penalty 2583.798713 = -295457.987578
  nChanged 9
		SP:Iteration 22Q (62741.680000 sec): 3 clusters
  Score: Raw -298046.672878 + Penalty 2583.798713 = -295462.874164
  nChanged 9
		SP:Iteration 23Q (62741.860000 sec): 3 clusters
  Score: Raw -298051.106968 + Penalty 2583.798713 = -295467.308254
  nChanged 6
		SP:Iteration 24Q (62742.040000 sec): 3 clusters
  Score: Raw -298053.477286 + Penalty 2583.798713 = -295469.678572
  nChanged 7
		SP:Iteration 25Q (62742.200000 sec): 3 clusters
  Score: Raw -298057.032020 + Penalty 2583.798713 = -295473.233307
  nChanged 6
		SP:Iteration 26Q (62742.360000 sec): 3 clusters
  Score: Raw -298059.463332 + Penalty 2583.798713 = -295475.664618
  nChanged 5
		SP:Iteration 27Q (62742.510000 sec): 3 clusters
  Score: Raw -298061.227361 + Penalty 2583.798713 = -295477.428648
  nChanged 4
		SP:Iteration 28Q (62742.710000 sec): 3 clusters
  Score: Raw -298062.837965 + Penalty 2583.798713 = -295479.039252
  nChanged 8
		SP:Iteration 29Q (62742.860000 sec): 3 clusters
  Score: Raw -298066.376154 + Penalty 2583.798713 = -295482.577440
  nChanged 3
		SP:Iteration 30Q (62743.050000 sec): 3 clusters
  Score: Raw -298068.559167 + Penalty 2583.798713 = -295484.760454
  nChanged 5
		SP:Iteration 31Q (62743.230000 sec): 3 clusters
  Score: Raw -298071.286991 + Penalty 2583.798713 = -295487.488278
  nChanged 6
		SP:Iteration 32Q (62743.430000 sec): 3 clusters
  Score: Raw -298073.690991 + Penalty 2583.798713 = -295489.892278
  nChanged 7
		SP:Iteration 33Q (62743.640000 sec): 3 clusters
  Score: Raw -298076.779563 + Penalty 2583.798713 = -295492.980850
  nChanged 8
		SP:Iteration 34Q (62743.800000 sec): 3 clusters
  Score: Raw -298080.455072 + Penalty 2583.798713 = -295496.656359
  nChanged 3
		SP:Iteration 35Q (62743.950000 sec): 3 clusters
  Score: Raw -298082.065391 + Penalty 2583.798713 = -295498.266678
  nChanged 2
		SP:Iteration 36Q (62744.160000 sec): 3 clusters
  Score: Raw -298083.533035 + Penalty 2583.798713 = -295499.734322
  nChanged 3
		SP:Iteration 37Q (62744.340000 sec): 3 clusters
  Score: Raw -298084.734530 + Penalty 2583.798713 = -295500.935816
  nChanged 6
		SP:Iteration 38Q (62744.540000 sec): 3 clusters
  Score: Raw -298087.858157 + Penalty 2583.798713 = -295504.059444
  nChanged 9
		SP:Iteration 39Q (62744.680000 sec): 3 clusters
  Score: Raw -298092.426856 + Penalty 2583.798713 = -295508.628143
  nChanged 10
		SP:Iteration 40F (62744.820000 sec): 3 clusters
  Score: Raw -298096.457388 + Penalty 2583.798713 = -295512.658675
  nChanged 6
		SP:Iteration 41Q (62745.010000 sec): 3 clusters
  Score: Raw -298098.571104 + Penalty 2583.798713 = -295514.772390
  nChanged 4
		SP:Iteration 42Q (62745.160000 sec): 3 clusters
  Score: Raw -298099.755511 + Penalty 2583.798713 = -295515.956797
  nChanged 3
		SP:Iteration 43Q (62745.360000 sec): 3 clusters
  Score: Raw -298102.700297 + Penalty 2583.798713 = -295518.901584
  nChanged 5
		SP:Iteration 44Q (62745.520000 sec): 3 clusters
  Score: Raw -298105.772440 + Penalty 2583.798713 = -295521.973726
  nChanged 3
		SP:Iteration 45Q (62745.670000 sec): 3 clusters
  Score: Raw -298107.537054 + Penalty 2583.798713 = -295523.738341
  nChanged 3
		SP:Iteration 46Q (62745.820000 sec): 3 clusters
  Score: Raw -298109.184187 + Penalty 2583.798713 = -295525.385473
  nChanged 1
		SP:Iteration 47Q (62745.990000 sec): 3 clusters
  Score: Raw -298109.427264 + Penalty 2583.798713 = -295525.628551
  nChanged 0
		SP:Iteration 48F (62746.200000 sec): 3 clusters
  Score: Raw -298109.427264 + Penalty 2583.798713 = -295525.628551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62746.280000 sec): 2 clusters
  Score: Raw -84328.908264 + Penalty 1094.757131 = -83234.151133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62746.410000 sec): 3 clusters
  Score: Raw -84128.742964 + Penalty 2189.514261 = -81939.228702
  nChanged 261
		SP:Iteration 1F (62746.570000 sec): 3 clusters
  Score: Raw -84467.871522 + Penalty 2189.514261 = -82278.357261
  nChanged 77
		SP:Iteration 2F (62746.750000 sec): 3 clusters
  Score: Raw -84593.370374 + Penalty 2189.514261 = -82403.856113
  nChanged 45
		SP:Iteration 3F (62746.900000 sec): 3 clusters
  Score: Raw -84659.539490 + Penalty 2189.514261 = -82470.025228
  nChanged 27
		SP:Iteration 4Q (62747.070000 sec): 3 clusters
  Score: Raw -84690.316357 + Penalty 2189.514261 = -82500.802096
  nChanged 16
		SP:Iteration 5Q (62747.200000 sec): 3 clusters
  Score: Raw -84705.722288 + Penalty 2189.514261 = -82516.208027
  nChanged 10
		SP:Iteration 6Q (62747.330000 sec): 3 clusters
  Score: Raw -84713.079036 + Penalty 2189.514261 = -82523.564774
  nChanged 5
		SP:Iteration 7Q (62747.490000 sec): 3 clusters
  Score: Raw -84718.462975 + Penalty 2189.514261 = -82528.948714
  nChanged 7
		SP:Iteration 8Q (62747.660000 sec): 3 clusters
  Score: Raw -84726.457794 + Penalty 2189.514261 = -82536.943532
  nChanged 10
		SP:Iteration 9Q (62747.840000 sec): 3 clusters
  Score: Raw -84733.115459 + Penalty 2189.514261 = -82543.601198
  nChanged 4
		SP:Iteration 10Q (62748.000000 sec): 3 clusters
  Score: Raw -84735.896603 + Penalty 2189.514261 = -82546.382342
  nChanged 1
		SP:Iteration 11Q (62748.180000 sec): 3 clusters
  Score: Raw -84736.485004 + Penalty 2189.514261 = -82546.970743
  nChanged 3
		SP:Iteration 12Q (62748.300000 sec): 3 clusters
  Score: Raw -84737.581730 + Penalty 2189.514261 = -82548.067469
  nChanged 1
		SP:Iteration 13Q (62748.470000 sec): 3 clusters
  Score: Raw -84738.993431 + Penalty 2189.514261 = -82549.479169
  nChanged 2
		SP:Iteration 14Q (62748.640000 sec): 3 clusters
  Score: Raw -84739.772508 + Penalty 2189.514261 = -82550.258247
  nChanged 0
		SP:Iteration 15F (62748.790000 sec): 3 clusters
  Score: Raw -84739.772508 + Penalty 2189.514261 = -82550.258247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62748.920000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62749.070000 sec): 3 clusters
  Score: Raw -545865.708843 + Penalty 2767.241687 = -543098.467156
  nChanged 2031
		SP:Iteration 1F (62749.290000 sec): 3 clusters
  Score: Raw -547084.060884 + Penalty 2767.241687 = -544316.819197
  nChanged 470
		SP:Iteration 2F (62749.480000 sec): 3 clusters
  Score: Raw -547477.986421 + Penalty 2767.241687 = -544710.744734
  nChanged 404
		SP:Iteration 3F (62749.660000 sec): 3 clusters
  Score: Raw -547800.048513 + Penalty 2767.241687 = -545032.806826
  nChanged 327
		SP:Iteration 4F (62749.860000 sec): 3 clusters
  Score: Raw -548047.131976 + Penalty 2767.241687 = -545279.890290
  nChanged 288
		SP:Iteration 5F (62750.050000 sec): 3 clusters
  Score: Raw -548246.938877 + Penalty 2767.241687 = -545479.697190
  nChanged 230
		SP:Iteration 6Q (62750.270000 sec): 3 clusters
  Score: Raw -548383.453302 + Penalty 2767.241687 = -545616.211615
  nChanged 155
		SP:Iteration 7Q (62750.460000 sec): 3 clusters
  Score: Raw -548457.833371 + Penalty 2767.241687 = -545690.591684
  nChanged 108
		SP:Iteration 8Q (62750.620000 sec): 3 clusters
  Score: Raw -548495.412477 + Penalty 2767.241687 = -545728.170790
  nChanged 61
		SP:Iteration 9Q (62750.830000 sec): 3 clusters
  Score: Raw -548515.589666 + Penalty 2767.241687 = -545748.347979
  nChanged 47
		SP:Iteration 10Q (62751.000000 sec): 3 clusters
  Score: Raw -548529.552418 + Penalty 2767.241687 = -545762.310731
  nChanged 34
		SP:Iteration 11Q (62751.240000 sec): 3 clusters
  Score: Raw -548537.687149 + Penalty 2767.241687 = -545770.445462
  nChanged 24
		SP:Iteration 12Q (62751.410000 sec): 3 clusters
  Score: Raw -548543.453227 + Penalty 2767.241687 = -545776.211540
  nChanged 20
		SP:Iteration 13Q (62751.570000 sec): 3 clusters
  Score: Raw -548548.795394 + Penalty 2767.241687 = -545781.553707
  nChanged 22
		SP:Iteration 14Q (62751.680000 sec): 3 clusters
  Score: Raw -548554.407575 + Penalty 2767.241687 = -545787.165888
  nChanged 16
		SP:Iteration 15Q (62751.840000 sec): 3 clusters
  Score: Raw -548558.600792 + Penalty 2767.241687 = -545791.359105
  nChanged 17
		SP:Iteration 16Q (62752.020000 sec): 3 clusters
  Score: Raw -548563.026767 + Penalty 2767.241687 = -545795.785080
  nChanged 13
		SP:Iteration 17Q (62752.240000 sec): 3 clusters
  Score: Raw -548565.558949 + Penalty 2767.241687 = -545798.317262
  nChanged 14
		SP:Iteration 18Q (62752.430000 sec): 3 clusters
  Score: Raw -548568.280886 + Penalty 2767.241687 = -545801.039199
  nChanged 10
		SP:Iteration 19Q (62752.600000 sec): 3 clusters
  Score: Raw -548570.289899 + Penalty 2767.241687 = -545803.048212
  nChanged 9
		SP:Iteration 20F (62752.760000 sec): 3 clusters
  Score: Raw -548572.352788 + Penalty 2767.241687 = -545805.111102
  nChanged 8
		SP:Iteration 21Q (62752.930000 sec): 3 clusters
  Score: Raw -548574.254495 + Penalty 2767.241687 = -545807.012808
  nChanged 11
		SP:Iteration 22Q (62753.140000 sec): 3 clusters
  Score: Raw -548577.233128 + Penalty 2767.241687 = -545809.991442
  nChanged 10
		SP:Iteration 23Q (62753.270000 sec): 3 clusters
  Score: Raw -548579.676476 + Penalty 2767.241687 = -545812.434789
  nChanged 15
		SP:Iteration 24Q (62753.460000 sec): 3 clusters
  Score: Raw -548582.923488 + Penalty 2767.241687 = -545815.681802
  nChanged 6
		SP:Iteration 25Q (62753.620000 sec): 3 clusters
  Score: Raw -548584.343539 + Penalty 2767.241687 = -545817.101852
  nChanged 4
		SP:Iteration 26Q (62753.760000 sec): 3 clusters
  Score: Raw -548585.104235 + Penalty 2767.241687 = -545817.862548
  nChanged 4
		SP:Iteration 27Q (62753.980000 sec): 3 clusters
  Score: Raw -548586.138925 + Penalty 2767.241687 = -545818.897238
  nChanged 4
		SP:Iteration 28Q (62754.150000 sec): 3 clusters
  Score: Raw -548587.152123 + Penalty 2767.241687 = -545819.910436
  nChanged 4
		SP:Iteration 29Q (62754.360000 sec): 3 clusters
  Score: Raw -548587.825161 + Penalty 2767.241687 = -545820.583474
  nChanged 3
		SP:Iteration 30Q (62754.550000 sec): 3 clusters
  Score: Raw -548588.444713 + Penalty 2767.241687 = -545821.203026
  nChanged 4
		SP:Iteration 31Q (62754.710000 sec): 3 clusters
  Score: Raw -548589.207477 + Penalty 2767.241687 = -545821.965791
  nChanged 1
		SP:Iteration 32Q (62754.880000 sec): 3 clusters
  Score: Raw -548589.489052 + Penalty 2767.241687 = -545822.247365
  nChanged 1
		SP:Iteration 33Q (62755.080000 sec): 3 clusters
  Score: Raw -548589.713625 + Penalty 2767.241687 = -545822.471939
  nChanged 1
		SP:Iteration 34Q (62755.240000 sec): 3 clusters
  Score: Raw -548589.907097 + Penalty 2767.241687 = -545822.665411
  nChanged 1
		SP:Iteration 35Q (62755.420000 sec): 3 clusters
  Score: Raw -548590.077477 + Penalty 2767.241687 = -545822.835790
  nChanged 0
		SP:Iteration 36F (62755.560000 sec): 3 clusters
  Score: Raw -548590.077477 + Penalty 2767.241687 = -545822.835790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62755.670000 sec): 2 clusters
  Score: Raw -1072657.297344 + Penalty 1493.231470 = -1071164.065875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62755.900000 sec): 3 clusters
  Score: Raw -1067063.525275 + Penalty 2986.462939 = -1064077.062336
  nChanged 4288
		SP:Iteration 1F (62756.080000 sec): 3 clusters
  Score: Raw -1069409.331030 + Penalty 2986.462939 = -1066422.868091
  nChanged 559
		SP:Iteration 2F (62756.260000 sec): 3 clusters
  Score: Raw -1069635.043185 + Penalty 2986.462939 = -1066648.580246
  nChanged 490
		SP:Iteration 3F (62756.460000 sec): 3 clusters
  Score: Raw -1069843.331978 + Penalty 2986.462939 = -1066856.869039
  nChanged 466
		SP:Iteration 4Q (62756.670000 sec): 3 clusters
  Score: Raw -1070049.709917 + Penalty 2986.462939 = -1067063.246978
  nChanged 465
		SP:Iteration 5Q (62756.880000 sec): 3 clusters
  Score: Raw -1070304.329382 + Penalty 2986.462939 = -1067317.866443
  nChanged 511
		SP:Iteration 6F (62757.090000 sec): 3 clusters
  Score: Raw -1070605.073799 + Penalty 2986.462939 = -1067618.610860
  nChanged 529
		SP:Iteration 7F (62757.300000 sec): 3 clusters
  Score: Raw -1070942.474030 + Penalty 2986.462939 = -1067956.011091
  nChanged 502
		SP:Iteration 8F (62757.530000 sec): 3 clusters
  Score: Raw -1071300.858693 + Penalty 2986.462939 = -1068314.395754
  nChanged 536
		SP:Iteration 9F (62757.730000 sec): 3 clusters
  Score: Raw -1071718.033893 + Penalty 2986.462939 = -1068731.570953
  nChanged 431
		SP:Iteration 10Q (62757.910000 sec): 3 clusters
  Score: Raw -1072033.906350 + Penalty 2986.462939 = -1069047.443411
  nChanged 312
		SP:Iteration 11Q (62758.180000 sec): 3 clusters
  Score: Raw -1072254.850640 + Penalty 2986.462939 = -1069268.387701
  nChanged 212
		SP:Iteration 12Q (62758.400000 sec): 3 clusters
  Score: Raw -1072410.054118 + Penalty 2986.462939 = -1069423.591179
  nChanged 149
		SP:Iteration 13Q (62758.600000 sec): 3 clusters
  Score: Raw -1072523.529026 + Penalty 2986.462939 = -1069537.066087
  nChanged 118
		SP:Iteration 14Q (62758.820000 sec): 3 clusters
  Score: Raw -1072607.316689 + Penalty 2986.462939 = -1069620.853750
  nChanged 92
		SP:Iteration 15Q (62759.020000 sec): 3 clusters
  Score: Raw -1072673.284513 + Penalty 2986.462939 = -1069686.821574
  nChanged 67
		SP:Iteration 16Q (62759.270000 sec): 3 clusters
  Score: Raw -1072726.948665 + Penalty 2986.462939 = -1069740.485726
  nChanged 45
		SP:Iteration 17Q (62759.480000 sec): 3 clusters
  Score: Raw -1072758.605096 + Penalty 2986.462939 = -1069772.142157
  nChanged 36
		SP:Iteration 18Q (62759.690000 sec): 3 clusters
  Score: Raw -1072785.155837 + Penalty 2986.462939 = -1069798.692898
  nChanged 22
		SP:Iteration 19Q (62759.920000 sec): 3 clusters
  Score: Raw -1072797.679259 + Penalty 2986.462939 = -1069811.216320
  nChanged 14
		SP:Iteration 20F (62760.140000 sec): 3 clusters
  Score: Raw -1072806.075223 + Penalty 2986.462939 = -1069819.612284
  nChanged 16
		SP:Iteration 21Q (62760.320000 sec): 3 clusters
  Score: Raw -1072817.373078 + Penalty 2986.462939 = -1069830.910139
  nChanged 14
		SP:Iteration 22Q (62760.520000 sec): 3 clusters
  Score: Raw -1072825.895317 + Penalty 2986.462939 = -1069839.432378
  nChanged 10
		SP:Iteration 23Q (62760.760000 sec): 3 clusters
  Score: Raw -1072832.382043 + Penalty 2986.462939 = -1069845.919104
  nChanged 11
		SP:Iteration 24Q (62761.000000 sec): 3 clusters
  Score: Raw -1072841.501084 + Penalty 2986.462939 = -1069855.038145
  nChanged 10
		SP:Iteration 25Q (62761.190000 sec): 3 clusters
  Score: Raw -1072847.509705 + Penalty 2986.462939 = -1069861.046766
  nChanged 4
		SP:Iteration 26Q (62761.450000 sec): 3 clusters
  Score: Raw -1072850.736032 + Penalty 2986.462939 = -1069864.273093
  nChanged 6
		SP:Iteration 27Q (62761.640000 sec): 3 clusters
  Score: Raw -1072855.773041 + Penalty 2986.462939 = -1069869.310102
  nChanged 7
		SP:Iteration 28Q (62761.870000 sec): 3 clusters
  Score: Raw -1072860.397531 + Penalty 2986.462939 = -1069873.934592
  nChanged 2
		SP:Iteration 29Q (62762.080000 sec): 3 clusters
  Score: Raw -1072861.267040 + Penalty 2986.462939 = -1069874.804101
  nChanged 1
		SP:Iteration 30Q (62762.260000 sec): 3 clusters
  Score: Raw -1072861.908356 + Penalty 2986.462939 = -1069875.445417
  nChanged 0
		SP:Iteration 31F (62762.480000 sec): 3 clusters
  Score: Raw -1072861.908356 + Penalty 2986.462939 = -1069875.445417
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62762.730000 sec): 2 clusters
  Score: Raw -3018952.791311 + Penalty 1660.467542 = -3017292.323769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62763.020000 sec): 3 clusters
  Score: Raw -3002178.923593 + Penalty 3320.935083 = -2998857.988509
  nChanged 12502
		SP:Iteration 1F (62763.340000 sec): 3 clusters
  Score: Raw -3009041.043078 + Penalty 3320.935083 = -3005720.107994
  nChanged 1280
		SP:Iteration 2Q (62763.680000 sec): 3 clusters
  Score: Raw -3009458.741896 + Penalty 3320.935083 = -3006137.806813
  nChanged 1239
		SP:Iteration 3Q (62764.040000 sec): 3 clusters
  Score: Raw -3009872.330686 + Penalty 3320.935083 = -3006551.395602
  nChanged 1123
		SP:Iteration 4Q (62764.390000 sec): 3 clusters
  Score: Raw -3010311.146427 + Penalty 3320.935083 = -3006990.211344
  nChanged 1197
		SP:Iteration 5Q (62764.750000 sec): 3 clusters
  Score: Raw -3010901.664433 + Penalty 3320.935083 = -3007580.729349
  nChanged 1361
		SP:Iteration 6Q (62765.060000 sec): 3 clusters
  Score: Raw -3011710.827243 + Penalty 3320.935083 = -3008389.892160
  nChanged 1533
		SP:Iteration 7F (62765.350000 sec): 3 clusters
  Score: Raw -3012737.702472 + Penalty 3320.935083 = -3009416.767388
  nChanged 1617
		SP:Iteration 8F (62765.640000 sec): 3 clusters
  Score: Raw -3013984.914358 + Penalty 3320.935083 = -3010663.979274
  nChanged 1605
		SP:Iteration 9F (62765.980000 sec): 3 clusters
  Score: Raw -3015326.051098 + Penalty 3320.935083 = -3012005.116015
  nChanged 1397
		SP:Iteration 10F (62766.260000 sec): 3 clusters
  Score: Raw -3016528.359090 + Penalty 3320.935083 = -3013207.424007
  nChanged 1019
		SP:Iteration 11Q (62766.630000 sec): 3 clusters
  Score: Raw -3017454.040008 + Penalty 3320.935083 = -3014133.104925
  nChanged 692
		SP:Iteration 12Q (62766.970000 sec): 3 clusters
  Score: Raw -3018109.558613 + Penalty 3320.935083 = -3014788.623530
  nChanged 474
		SP:Iteration 13Q (62767.290000 sec): 3 clusters
  Score: Raw -3018561.771895 + Penalty 3320.935083 = -3015240.836812
  nChanged 317
		SP:Iteration 14Q (62767.580000 sec): 3 clusters
  Score: Raw -3018820.670766 + Penalty 3320.935083 = -3015499.735682
  nChanged 205
		SP:Iteration 15Q (62767.870000 sec): 3 clusters
  Score: Raw -3018948.876729 + Penalty 3320.935083 = -3015627.941646
  nChanged 156
		SP:Iteration 16Q (62768.210000 sec): 3 clusters
  Score: Raw -3019031.164510 + Penalty 3320.935083 = -3015710.229427
  nChanged 114
		SP:Iteration 17Q (62768.500000 sec): 3 clusters
  Score: Raw -3019078.489644 + Penalty 3320.935083 = -3015757.554560
  nChanged 101
		SP:Iteration 18Q (62768.860000 sec): 3 clusters
  Score: Raw -3019119.588682 + Penalty 3320.935083 = -3015798.653599
  nChanged 70
		SP:Iteration 19Q (62769.130000 sec): 3 clusters
  Score: Raw -3019144.885238 + Penalty 3320.935083 = -3015823.950155
  nChanged 56
		SP:Iteration 20F (62769.480000 sec): 3 clusters
  Score: Raw -3019158.774618 + Penalty 3320.935083 = -3015837.839535
  nChanged 40
		SP:Iteration 21Q (62769.740000 sec): 3 clusters
  Score: Raw -3019169.216444 + Penalty 3320.935083 = -3015848.281360
  nChanged 42
		SP:Iteration 22Q (62769.990000 sec): 3 clusters
  Score: Raw -3019181.644015 + Penalty 3320.935083 = -3015860.708931
  nChanged 38
		SP:Iteration 23Q (62770.290000 sec): 3 clusters
  Score: Raw -3019191.169967 + Penalty 3320.935083 = -3015870.234884
  nChanged 32
		SP:Iteration 24Q (62770.640000 sec): 3 clusters
  Score: Raw -3019199.135165 + Penalty 3320.935083 = -3015878.200081
  nChanged 25
		SP:Iteration 25Q (62770.960000 sec): 3 clusters
  Score: Raw -3019205.072916 + Penalty 3320.935083 = -3015884.137832
  nChanged 21
		SP:Iteration 26Q (62771.260000 sec): 3 clusters
  Score: Raw -3019210.854576 + Penalty 3320.935083 = -3015889.919493
  nChanged 18
		SP:Iteration 27Q (62771.540000 sec): 3 clusters
  Score: Raw -3019216.647256 + Penalty 3320.935083 = -3015895.712172
  nChanged 19
		SP:Iteration 28Q (62771.890000 sec): 3 clusters
  Score: Raw -3019221.351664 + Penalty 3320.935083 = -3015900.416581
  nChanged 22
		SP:Iteration 29Q (62772.220000 sec): 3 clusters
  Score: Raw -3019226.522356 + Penalty 3320.935083 = -3015905.587272
  nChanged 17
		SP:Iteration 30Q (62772.500000 sec): 3 clusters
  Score: Raw -3019230.841109 + Penalty 3320.935083 = -3015909.906026
  nChanged 13
		SP:Iteration 31Q (62772.790000 sec): 3 clusters
  Score: Raw -3019233.796718 + Penalty 3320.935083 = -3015912.861635
  nChanged 11
		SP:Iteration 32Q (62773.100000 sec): 3 clusters
  Score: Raw -3019236.667838 + Penalty 3320.935083 = -3015915.732754
  nChanged 11
		SP:Iteration 33Q (62773.420000 sec): 3 clusters
  Score: Raw -3019238.900581 + Penalty 3320.935083 = -3015917.965498
  nChanged 6
		SP:Iteration 34Q (62773.730000 sec): 3 clusters
  Score: Raw -3019240.032784 + Penalty 3320.935083 = -3015919.097700
  nChanged 7
		SP:Iteration 35Q (62774.020000 sec): 3 clusters
  Score: Raw -3019242.095736 + Penalty 3320.935083 = -3015921.160653
  nChanged 11
		SP:Iteration 36Q (62774.290000 sec): 3 clusters
  Score: Raw -3019244.087459 + Penalty 3320.935083 = -3015923.152375
  nChanged 10
		SP:Iteration 37Q (62774.620000 sec): 3 clusters
  Score: Raw -3019247.985874 + Penalty 3320.935083 = -3015927.050790
  nChanged 13
		SP:Iteration 38Q (62774.940000 sec): 3 clusters
  Score: Raw -3019251.734791 + Penalty 3320.935083 = -3015930.799708
  nChanged 11
		SP:Iteration 39Q (62775.230000 sec): 3 clusters
  Score: Raw -3019253.847711 + Penalty 3320.935083 = -3015932.912627
  nChanged 5
		SP:Iteration 40F (62775.510000 sec): 3 clusters
  Score: Raw -3019254.704110 + Penalty 3320.935083 = -3015933.769027
  nChanged 2
		SP:Iteration 41Q (62775.830000 sec): 3 clusters
  Score: Raw -3019254.972343 + Penalty 3320.935083 = -3015934.037260
  nChanged 4
		SP:Iteration 42Q (62776.110000 sec): 3 clusters
  Score: Raw -3019255.936347 + Penalty 3320.935083 = -3015935.001264
  nChanged 4
		SP:Iteration 43Q (62776.430000 sec): 3 clusters
  Score: Raw -3019256.970053 + Penalty 3320.935083 = -3015936.034970
  nChanged 5
		SP:Iteration 44Q (62776.750000 sec): 3 clusters
  Score: Raw -3019257.868928 + Penalty 3320.935083 = -3015936.933845
  nChanged 4
		SP:Iteration 45Q (62777.070000 sec): 3 clusters
  Score: Raw -3019258.651229 + Penalty 3320.935083 = -3015937.716145
  nChanged 2
		SP:Iteration 46Q (62777.380000 sec): 3 clusters
  Score: Raw -3019258.956993 + Penalty 3320.935083 = -3015938.021909
  nChanged 2
		SP:Iteration 47Q (62777.710000 sec): 3 clusters
  Score: Raw -3019259.151858 + Penalty 3320.935083 = -3015938.216775
  nChanged 1
		SP:Iteration 48Q (62777.970000 sec): 3 clusters
  Score: Raw -3019259.321129 + Penalty 3320.935083 = -3015938.386046
  nChanged 1
		SP:Iteration 49Q (62778.330000 sec): 3 clusters
  Score: Raw -3019259.397334 + Penalty 3320.935083 = -3015938.462250
  nChanged 0
		SP:Iteration 50F (62778.710000 sec): 3 clusters
  Score: Raw -3019259.397334 + Penalty 3320.935083 = -3015938.462250
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (4995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62778.790000 sec): 2 clusters
  Score: Raw -525012.680700 + Penalty 1383.881312 = -523628.799388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62778.990000 sec): 3 clusters
  Score: Raw -522455.643278 + Penalty 2767.762625 = -519687.880653
  nChanged 2022
		SP:Iteration 1F (62779.190000 sec): 3 clusters
  Score: Raw -523555.952445 + Penalty 2767.762625 = -520788.189821
  nChanged 338
		SP:Iteration 2F (62779.380000 sec): 3 clusters
  Score: Raw -523732.947733 + Penalty 2767.762625 = -520965.185108
  nChanged 270
		SP:Iteration 3F (62779.580000 sec): 3 clusters
  Score: Raw -523880.236365 + Penalty 2767.762625 = -521112.473741
  nChanged 199
		SP:Iteration 4Q (62779.800000 sec): 3 clusters
  Score: Raw -523988.216820 + Penalty 2767.762625 = -521220.454195
  nChanged 183
		SP:Iteration 5Q (62780.010000 sec): 3 clusters
  Score: Raw -524091.190729 + Penalty 2767.762625 = -521323.428105
  nChanged 180
		SP:Iteration 6Q (62780.210000 sec): 3 clusters
  Score: Raw -524180.304878 + Penalty 2767.762625 = -521412.542254
  nChanged 167
		SP:Iteration 7Q (62780.400000 sec): 3 clusters
  Score: Raw -524274.587882 + Penalty 2767.762625 = -521506.825258
  nChanged 175
		SP:Iteration 8Q (62780.570000 sec): 3 clusters
  Score: Raw -524377.966502 + Penalty 2767.762625 = -521610.203878
  nChanged 188
		SP:Iteration 9Q (62780.750000 sec): 3 clusters
  Score: Raw -524507.811141 + Penalty 2767.762625 = -521740.048516
  nChanged 185
		SP:Iteration 10Q (62780.950000 sec): 3 clusters
  Score: Raw -524628.393600 + Penalty 2767.762625 = -521860.630976
  nChanged 182
		SP:Iteration 11Q (62781.170000 sec): 3 clusters
  Score: Raw -524736.415735 + Penalty 2767.762625 = -521968.653111
  nChanged 151
		SP:Iteration 12Q (62781.340000 sec): 3 clusters
  Score: Raw -524846.098998 + Penalty 2767.762625 = -522078.336373
  nChanged 129
		SP:Iteration 13Q (62781.530000 sec): 3 clusters
  Score: Raw -524924.994143 + Penalty 2767.762625 = -522157.231518
  nChanged 108
		SP:Iteration 14Q (62781.760000 sec): 3 clusters
  Score: Raw -524988.253402 + Penalty 2767.762625 = -522220.490778
  nChanged 99
		SP:Iteration 15Q (62781.950000 sec): 3 clusters
  Score: Raw -525054.685778 + Penalty 2767.762625 = -522286.923154
  nChanged 100
		SP:Iteration 16Q (62782.100000 sec): 3 clusters
  Score: Raw -525120.269150 + Penalty 2767.762625 = -522352.506526
  nChanged 82
		SP:Iteration 17Q (62782.310000 sec): 3 clusters
  Score: Raw -525162.903572 + Penalty 2767.762625 = -522395.140948
  nChanged 61
		SP:Iteration 18Q (62782.480000 sec): 3 clusters
  Score: Raw -525195.505293 + Penalty 2767.762625 = -522427.742668
  nChanged 56
		SP:Iteration 19Q (62782.670000 sec): 3 clusters
  Score: Raw -525227.511636 + Penalty 2767.762625 = -522459.749011
  nChanged 51
		SP:Iteration 20F (62782.850000 sec): 3 clusters
  Score: Raw -525252.342691 + Penalty 2767.762625 = -522484.580066
  nChanged 47
		SP:Iteration 21Q (62783.080000 sec): 3 clusters
  Score: Raw -525273.863167 + Penalty 2767.762625 = -522506.100543
  nChanged 32
		SP:Iteration 22Q (62783.250000 sec): 3 clusters
  Score: Raw -525286.544148 + Penalty 2767.762625 = -522518.781524
  nChanged 28
		SP:Iteration 23Q (62783.450000 sec): 3 clusters
  Score: Raw -525301.685578 + Penalty 2767.762625 = -522533.922953
  nChanged 33
		SP:Iteration 24Q (62783.650000 sec): 3 clusters
  Score: Raw -525318.312900 + Penalty 2767.762625 = -522550.550275
  nChanged 26
		SP:Iteration 25Q (62783.840000 sec): 3 clusters
  Score: Raw -525330.693155 + Penalty 2767.762625 = -522562.930531
  nChanged 20
		SP:Iteration 26Q (62784.010000 sec): 3 clusters
  Score: Raw -525340.353138 + Penalty 2767.762625 = -522572.590514
  nChanged 17
		SP:Iteration 27Q (62784.210000 sec): 3 clusters
  Score: Raw -525347.626525 + Penalty 2767.762625 = -522579.863900
  nChanged 13
		SP:Iteration 28Q (62784.380000 sec): 3 clusters
  Score: Raw -525353.106325 + Penalty 2767.762625 = -522585.343700
  nChanged 15
		SP:Iteration 29Q (62784.550000 sec): 3 clusters
  Score: Raw -525361.716960 + Penalty 2767.762625 = -522593.954336
  nChanged 17
		SP:Iteration 30Q (62784.710000 sec): 3 clusters
  Score: Raw -525370.347643 + Penalty 2767.762625 = -522602.585018
  nChanged 7
		SP:Iteration 31Q (62784.880000 sec): 3 clusters
  Score: Raw -525373.693237 + Penalty 2767.762625 = -522605.930613
  nChanged 5
		SP:Iteration 32Q (62785.030000 sec): 3 clusters
  Score: Raw -525376.030240 + Penalty 2767.762625 = -522608.267615
  nChanged 5
		SP:Iteration 33Q (62785.250000 sec): 3 clusters
  Score: Raw -525377.369140 + Penalty 2767.762625 = -522609.606516
  nChanged 3
		SP:Iteration 34Q (62785.420000 sec): 3 clusters
  Score: Raw -525378.767072 + Penalty 2767.762625 = -522611.004447
  nChanged 4
		SP:Iteration 35Q (62785.620000 sec): 3 clusters
  Score: Raw -525380.132448 + Penalty 2767.762625 = -522612.369823
  nChanged 4
		SP:Iteration 36Q (62785.800000 sec): 3 clusters
  Score: Raw -525381.597901 + Penalty 2767.762625 = -522613.835276
  nChanged 3
		SP:Iteration 37Q (62785.980000 sec): 3 clusters
  Score: Raw -525382.322620 + Penalty 2767.762625 = -522614.559995
  nChanged 2
		SP:Iteration 38Q (62786.150000 sec): 3 clusters
  Score: Raw -525382.569330 + Penalty 2767.762625 = -522614.806706
  nChanged 0
		SP:Iteration 39F (62786.290000 sec): 3 clusters
  Score: Raw -525382.569330 + Penalty 2767.762625 = -522614.806706
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62786.410000 sec): 2 clusters
  Score: Raw -573240.662277 + Penalty 1388.278243 = -571852.384034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62786.640000 sec): 3 clusters
  Score: Raw -570533.682903 + Penalty 2776.556486 = -567757.126418
  nChanged 2087
		SP:Iteration 1F (62786.840000 sec): 3 clusters
  Score: Raw -571699.768741 + Penalty 2776.556486 = -568923.212255
  nChanged 373
		SP:Iteration 2F (62787.020000 sec): 3 clusters
  Score: Raw -571906.251696 + Penalty 2776.556486 = -569129.695210
  nChanged 274
		SP:Iteration 3F (62787.190000 sec): 3 clusters
  Score: Raw -572046.393554 + Penalty 2776.556486 = -569269.837068
  nChanged 218
		SP:Iteration 4Q (62787.380000 sec): 3 clusters
  Score: Raw -572152.015326 + Penalty 2776.556486 = -569375.458840
  nChanged 210
		SP:Iteration 5Q (62787.560000 sec): 3 clusters
  Score: Raw -572252.312888 + Penalty 2776.556486 = -569475.756402
  nChanged 171
		SP:Iteration 6Q (62787.750000 sec): 3 clusters
  Score: Raw -572330.400542 + Penalty 2776.556486 = -569553.844056
  nChanged 159
		SP:Iteration 7Q (62787.960000 sec): 3 clusters
  Score: Raw -572403.495621 + Penalty 2776.556486 = -569626.939135
  nChanged 144
		SP:Iteration 8Q (62788.120000 sec): 3 clusters
  Score: Raw -572470.578367 + Penalty 2776.556486 = -569694.021881
  nChanged 152
		SP:Iteration 9Q (62788.310000 sec): 3 clusters
  Score: Raw -572534.514932 + Penalty 2776.556486 = -569757.958446
  nChanged 126
		SP:Iteration 10Q (62788.530000 sec): 3 clusters
  Score: Raw -572589.340867 + Penalty 2776.556486 = -569812.784381
  nChanged 121
		SP:Iteration 11Q (62788.700000 sec): 3 clusters
  Score: Raw -572646.659819 + Penalty 2776.556486 = -569870.103333
  nChanged 99
		SP:Iteration 12Q (62788.900000 sec): 3 clusters
  Score: Raw -572691.493104 + Penalty 2776.556486 = -569914.936618
  nChanged 109
		SP:Iteration 13Q (62789.090000 sec): 3 clusters
  Score: Raw -572738.337049 + Penalty 2776.556486 = -569961.780564
  nChanged 94
		SP:Iteration 14Q (62789.260000 sec): 3 clusters
  Score: Raw -572781.274624 + Penalty 2776.556486 = -570004.718138
  nChanged 98
		SP:Iteration 15Q (62789.480000 sec): 3 clusters
  Score: Raw -572824.914339 + Penalty 2776.556486 = -570048.357853
  nChanged 75
		SP:Iteration 16Q (62789.630000 sec): 3 clusters
  Score: Raw -572856.213113 + Penalty 2776.556486 = -570079.656627
  nChanged 77
		SP:Iteration 17Q (62789.790000 sec): 3 clusters
  Score: Raw -572888.258254 + Penalty 2776.556486 = -570111.701768
  nChanged 66
		SP:Iteration 18Q (62789.980000 sec): 3 clusters
  Score: Raw -572911.361329 + Penalty 2776.556486 = -570134.804843
  nChanged 45
		SP:Iteration 19Q (62790.140000 sec): 3 clusters
  Score: Raw -572927.608809 + Penalty 2776.556486 = -570151.052323
  nChanged 43
		SP:Iteration 20F (62790.310000 sec): 3 clusters
  Score: Raw -572940.918766 + Penalty 2776.556486 = -570164.362280
  nChanged 40
		SP:Iteration 21Q (62790.480000 sec): 3 clusters
  Score: Raw -572954.270351 + Penalty 2776.556486 = -570177.713865
  nChanged 33
		SP:Iteration 22Q (62790.670000 sec): 3 clusters
  Score: Raw -572964.305399 + Penalty 2776.556486 = -570187.748913
  nChanged 32
		SP:Iteration 23Q (62790.870000 sec): 3 clusters
  Score: Raw -572974.803845 + Penalty 2776.556486 = -570198.247359
  nChanged 32
		SP:Iteration 24Q (62791.070000 sec): 3 clusters
  Score: Raw -572986.643151 + Penalty 2776.556486 = -570210.086665
  nChanged 30
		SP:Iteration 25Q (62791.250000 sec): 3 clusters
  Score: Raw -572996.596851 + Penalty 2776.556486 = -570220.040365
  nChanged 34
		SP:Iteration 26Q (62791.470000 sec): 3 clusters
  Score: Raw -573008.139664 + Penalty 2776.556486 = -570231.583178
  nChanged 31
		SP:Iteration 27Q (62791.650000 sec): 3 clusters
  Score: Raw -573018.038897 + Penalty 2776.556486 = -570241.482411
  nChanged 26
		SP:Iteration 28Q (62791.850000 sec): 3 clusters
  Score: Raw -573028.213891 + Penalty 2776.556486 = -570251.657405
  nChanged 31
		SP:Iteration 29Q (62792.020000 sec): 3 clusters
  Score: Raw -573037.736909 + Penalty 2776.556486 = -570261.180423
  nChanged 21
		SP:Iteration 30Q (62792.220000 sec): 3 clusters
  Score: Raw -573043.856479 + Penalty 2776.556486 = -570267.299994
  nChanged 25
		SP:Iteration 31Q (62792.390000 sec): 3 clusters
  Score: Raw -573051.425380 + Penalty 2776.556486 = -570274.868894
  nChanged 24
		SP:Iteration 32Q (62792.620000 sec): 3 clusters
  Score: Raw -573059.087007 + Penalty 2776.556486 = -570282.530521
  nChanged 19
		SP:Iteration 33Q (62792.770000 sec): 3 clusters
  Score: Raw -573064.266302 + Penalty 2776.556486 = -570287.709816
  nChanged 16
		SP:Iteration 34Q (62792.970000 sec): 3 clusters
  Score: Raw -573068.308221 + Penalty 2776.556486 = -570291.751735
  nChanged 14
		SP:Iteration 35Q (62793.130000 sec): 3 clusters
  Score: Raw -573072.584892 + Penalty 2776.556486 = -570296.028406
  nChanged 16
		SP:Iteration 36Q (62793.360000 sec): 3 clusters
  Score: Raw -573076.794418 + Penalty 2776.556486 = -570300.237932
  nChanged 18
		SP:Iteration 37Q (62793.520000 sec): 3 clusters
  Score: Raw -573082.469183 + Penalty 2776.556486 = -570305.912698
  nChanged 19
		SP:Iteration 38Q (62793.730000 sec): 3 clusters
  Score: Raw -573088.032023 + Penalty 2776.556486 = -570311.475537
  nChanged 15
		SP:Iteration 39Q (62793.920000 sec): 3 clusters
  Score: Raw -573092.231635 + Penalty 2776.556486 = -570315.675149
  nChanged 17
		SP:Iteration 40F (62794.070000 sec): 3 clusters
  Score: Raw -573099.587371 + Penalty 2776.556486 = -570323.030886
  nChanged 22
		SP:Iteration 41Q (62794.260000 sec): 3 clusters
  Score: Raw -573109.079399 + Penalty 2776.556486 = -570332.522914
  nChanged 23
		SP:Iteration 42Q (62794.440000 sec): 3 clusters
  Score: Raw -573116.547977 + Penalty 2776.556486 = -570339.991491
  nChanged 21
		SP:Iteration 43Q (62794.640000 sec): 3 clusters
  Score: Raw -573124.130822 + Penalty 2776.556486 = -570347.574336
  nChanged 28
		SP:Iteration 44Q (62794.800000 sec): 3 clusters
  Score: Raw -573132.754767 + Penalty 2776.556486 = -570356.198281
  nChanged 25
		SP:Iteration 45Q (62795.040000 sec): 3 clusters
  Score: Raw -573141.083991 + Penalty 2776.556486 = -570364.527506
  nChanged 29
		SP:Iteration 46Q (62795.250000 sec): 3 clusters
  Score: Raw -573156.066083 + Penalty 2776.556486 = -570379.509597
  nChanged 41
		SP:Iteration 47Q (62795.430000 sec): 3 clusters
  Score: Raw -573174.182244 + Penalty 2776.556486 = -570397.625758
  nChanged 36
		SP:Iteration 48Q (62795.620000 sec): 3 clusters
  Score: Raw -573187.808471 + Penalty 2776.556486 = -570411.251985
  nChanged 32
		SP:Iteration 49Q (62795.760000 sec): 3 clusters
  Score: Raw -573198.478687 + Penalty 2776.556486 = -570421.922201
  nChanged 27
		SP:Iteration 50Q (62795.960000 sec): 3 clusters
  Score: Raw -573206.606589 + Penalty 2776.556486 = -570430.050103
  nChanged 21
		SP:Iteration 51Q (62796.130000 sec): 3 clusters
  Score: Raw -573212.413225 + Penalty 2776.556486 = -570435.856739
  nChanged 18
		SP:Iteration 52Q (62796.350000 sec): 3 clusters
  Score: Raw -573217.108271 + Penalty 2776.556486 = -570440.551785
  nChanged 12
		SP:Iteration 53Q (62796.550000 sec): 3 clusters
  Score: Raw -573220.404047 + Penalty 2776.556486 = -570443.847561
  nChanged 13
		SP:Iteration 54Q (62796.700000 sec): 3 clusters
  Score: Raw -573224.534754 + Penalty 2776.556486 = -570447.978268
  nChanged 11
		SP:Iteration 55Q (62796.860000 sec): 3 clusters
  Score: Raw -573227.814482 + Penalty 2776.556486 = -570451.257996
  nChanged 13
		SP:Iteration 56Q (62797.040000 sec): 3 clusters
  Score: Raw -573230.824539 + Penalty 2776.556486 = -570454.268053
  nChanged 9
		SP:Iteration 57Q (62797.260000 sec): 3 clusters
  Score: Raw -573233.758311 + Penalty 2776.556486 = -570457.201825
  nChanged 7
		SP:Iteration 58Q (62797.450000 sec): 3 clusters
  Score: Raw -573235.647398 + Penalty 2776.556486 = -570459.090912
  nChanged 6
		SP:Iteration 59Q (62797.630000 sec): 3 clusters
  Score: Raw -573237.507028 + Penalty 2776.556486 = -570460.950543
  nChanged 6
		SP:Iteration 60F (62797.810000 sec): 3 clusters
  Score: Raw -573239.090185 + Penalty 2776.556486 = -570462.533699
  nChanged 7
		SP:Iteration 61Q (62798.010000 sec): 3 clusters
  Score: Raw -573240.725103 + Penalty 2776.556486 = -570464.168617
  nChanged 7
		SP:Iteration 62Q (62798.180000 sec): 3 clusters
  Score: Raw -573242.675433 + Penalty 2776.556486 = -570466.118947
  nChanged 4
		SP:Iteration 63Q (62798.360000 sec): 3 clusters
  Score: Raw -573243.481127 + Penalty 2776.556486 = -570466.924641
  nChanged 2
		SP:Iteration 64Q (62798.550000 sec): 3 clusters
  Score: Raw -573243.803315 + Penalty 2776.556486 = -570467.246829
  nChanged 2
		SP:Iteration 65Q (62798.740000 sec): 3 clusters
  Score: Raw -573244.644474 + Penalty 2776.556486 = -570468.087989
  nChanged 5
		SP:Iteration 66Q (62798.960000 sec): 3 clusters
  Score: Raw -573245.672287 + Penalty 2776.556486 = -570469.115801
  nChanged 3
		SP:Iteration 67Q (62799.140000 sec): 3 clusters
  Score: Raw -573246.332955 + Penalty 2776.556486 = -570469.776469
  nChanged 4
		SP:Iteration 68Q (62799.300000 sec): 3 clusters
  Score: Raw -573247.502090 + Penalty 2776.556486 = -570470.945604
  nChanged 5
		SP:Iteration 69Q (62799.480000 sec): 3 clusters
  Score: Raw -573249.543080 + Penalty 2776.556486 = -570472.986594
  nChanged 4
		SP:Iteration 70Q (62799.710000 sec): 3 clusters
  Score: Raw -573250.430071 + Penalty 2776.556486 = -570473.873585
  nChanged 2
		SP:Iteration 71Q (62799.890000 sec): 3 clusters
  Score: Raw -573250.712259 + Penalty 2776.556486 = -570474.155773
  nChanged 0
		SP:Iteration 72F (62800.110000 sec): 3 clusters
  Score: Raw -573250.712259 + Penalty 2776.556486 = -570474.155773
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62800.190000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62800.400000 sec): 3 clusters
  Score: Raw -363004.978854 + Penalty 2652.075560 = -360352.903294
  nChanged 1400
		SP:Iteration 1F (62800.560000 sec): 3 clusters
  Score: Raw -364032.129775 + Penalty 2652.075560 = -361380.054215
  nChanged 390
		SP:Iteration 2F (62800.730000 sec): 3 clusters
  Score: Raw -364535.603230 + Penalty 2652.075560 = -361883.527670
  nChanged 343
		SP:Iteration 3F (62800.960000 sec): 3 clusters
  Score: Raw -364929.650442 + Penalty 2652.075560 = -362277.574882
  nChanged 241
		SP:Iteration 4F (62801.090000 sec): 3 clusters
  Score: Raw -365176.903781 + Penalty 2652.075560 = -362524.828221
  nChanged 185
		SP:Iteration 5F (62801.220000 sec): 3 clusters
  Score: Raw -365338.074215 + Penalty 2652.075560 = -362685.998655
  nChanged 111
		SP:Iteration 6Q (62801.370000 sec): 3 clusters
  Score: Raw -365419.263071 + Penalty 2652.075560 = -362767.187511
  nChanged 75
		SP:Iteration 7Q (62801.510000 sec): 3 clusters
  Score: Raw -365462.450540 + Penalty 2652.075560 = -362810.374980
  nChanged 47
		SP:Iteration 8Q (62801.660000 sec): 3 clusters
  Score: Raw -365487.847324 + Penalty 2652.075560 = -362835.771764
  nChanged 32
		SP:Iteration 9Q (62801.790000 sec): 3 clusters
  Score: Raw -365504.152257 + Penalty 2652.075560 = -362852.076697
  nChanged 24
		SP:Iteration 10Q (62801.950000 sec): 3 clusters
  Score: Raw -365516.922798 + Penalty 2652.075560 = -362864.847238
  nChanged 23
		SP:Iteration 11Q (62802.100000 sec): 3 clusters
  Score: Raw -365526.925586 + Penalty 2652.075560 = -362874.850026
  nChanged 18
		SP:Iteration 12Q (62802.250000 sec): 3 clusters
  Score: Raw -365534.244175 + Penalty 2652.075560 = -362882.168615
  nChanged 11
		SP:Iteration 13Q (62802.400000 sec): 3 clusters
  Score: Raw -365537.504250 + Penalty 2652.075560 = -362885.428690
  nChanged 6
		SP:Iteration 14Q (62802.560000 sec): 3 clusters
  Score: Raw -365539.383724 + Penalty 2652.075560 = -362887.308164
  nChanged 6
		SP:Iteration 15Q (62802.660000 sec): 3 clusters
  Score: Raw -365540.792314 + Penalty 2652.075560 = -362888.716754
  nChanged 3
		SP:Iteration 16Q (62802.870000 sec): 3 clusters
  Score: Raw -365541.838671 + Penalty 2652.075560 = -362889.763111
  nChanged 2
		SP:Iteration 17Q (62803.060000 sec): 3 clusters
  Score: Raw -365542.292571 + Penalty 2652.075560 = -362890.217011
  nChanged 0
		SP:Iteration 18F (62803.230000 sec): 3 clusters
  Score: Raw -365542.292571 + Penalty 2652.075560 = -362890.217011
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62803.360000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62803.580000 sec): 3 clusters
  Score: Raw -1108726.963609 + Penalty 2989.962922 = -1105737.000686
  nChanged 4222
		SP:Iteration 1F (62803.800000 sec): 3 clusters
  Score: Raw -1111061.553767 + Penalty 2989.962922 = -1108071.590845
  nChanged 736
		SP:Iteration 2F (62803.940000 sec): 3 clusters
  Score: Raw -1111526.067032 + Penalty 2989.962922 = -1108536.104110
  nChanged 726
		SP:Iteration 3F (62804.120000 sec): 3 clusters
  Score: Raw -1112014.794886 + Penalty 2989.962922 = -1109024.831963
  nChanged 628
		SP:Iteration 4F (62804.300000 sec): 3 clusters
  Score: Raw -1112435.523947 + Penalty 2989.962922 = -1109445.561025
  nChanged 596
		SP:Iteration 5F (62804.490000 sec): 3 clusters
  Score: Raw -1112854.889817 + Penalty 2989.962922 = -1109864.926894
  nChanged 513
		SP:Iteration 6F (62804.700000 sec): 3 clusters
  Score: Raw -1113257.694037 + Penalty 2989.962922 = -1110267.731114
  nChanged 428
		SP:Iteration 7Q (62804.860000 sec): 3 clusters
  Score: Raw -1113580.906281 + Penalty 2989.962922 = -1110590.943359
  nChanged 308
		SP:Iteration 8Q (62805.040000 sec): 3 clusters
  Score: Raw -1113825.659187 + Penalty 2989.962922 = -1110835.696265
  nChanged 234
		SP:Iteration 9Q (62805.180000 sec): 3 clusters
  Score: Raw -1114015.318327 + Penalty 2989.962922 = -1111025.355405
  nChanged 154
		SP:Iteration 10Q (62805.410000 sec): 3 clusters
  Score: Raw -1114133.939648 + Penalty 2989.962922 = -1111143.976726
  nChanged 105
		SP:Iteration 11Q (62805.630000 sec): 3 clusters
  Score: Raw -1114231.262610 + Penalty 2989.962922 = -1111241.299688
  nChanged 89
		SP:Iteration 12Q (62805.900000 sec): 3 clusters
  Score: Raw -1114312.254136 + Penalty 2989.962922 = -1111322.291214
  nChanged 59
		SP:Iteration 13Q (62806.140000 sec): 3 clusters
  Score: Raw -1114364.134120 + Penalty 2989.962922 = -1111374.171198
  nChanged 38
		SP:Iteration 14Q (62806.320000 sec): 3 clusters
  Score: Raw -1114404.387480 + Penalty 2989.962922 = -1111414.424558
  nChanged 25
		SP:Iteration 15Q (62806.520000 sec): 3 clusters
  Score: Raw -1114428.486468 + Penalty 2989.962922 = -1111438.523546
  nChanged 17
		SP:Iteration 16Q (62806.720000 sec): 3 clusters
  Score: Raw -1114442.266631 + Penalty 2989.962922 = -1111452.303709
  nChanged 10
		SP:Iteration 17Q (62806.920000 sec): 3 clusters
  Score: Raw -1114452.104602 + Penalty 2989.962922 = -1111462.141680
  nChanged 7
		SP:Iteration 18Q (62807.110000 sec): 3 clusters
  Score: Raw -1114458.029390 + Penalty 2989.962922 = -1111468.066468
  nChanged 7
		SP:Iteration 19Q (62807.360000 sec): 3 clusters
  Score: Raw -1114468.950750 + Penalty 2989.962922 = -1111478.987828
  nChanged 9
		SP:Iteration 20F (62807.600000 sec): 3 clusters
  Score: Raw -1114478.049947 + Penalty 2989.962922 = -1111488.087025
  nChanged 7
		SP:Iteration 21Q (62807.770000 sec): 3 clusters
  Score: Raw -1114487.691337 + Penalty 2989.962922 = -1111497.728415
  nChanged 7
		SP:Iteration 22Q (62808.030000 sec): 3 clusters
  Score: Raw -1114495.908225 + Penalty 2989.962922 = -1111505.945303
  nChanged 5
		SP:Iteration 23Q (62808.200000 sec): 3 clusters
  Score: Raw -1114500.169079 + Penalty 2989.962922 = -1111510.206157
  nChanged 4
		SP:Iteration 24Q (62808.400000 sec): 3 clusters
  Score: Raw -1114503.933189 + Penalty 2989.962922 = -1111513.970267
  nChanged 3
		SP:Iteration 25Q (62808.560000 sec): 3 clusters
  Score: Raw -1114508.132120 + Penalty 2989.962922 = -1111518.169198
  nChanged 2
		SP:Iteration 26Q (62808.750000 sec): 3 clusters
  Score: Raw -1114510.531732 + Penalty 2989.962922 = -1111520.568810
  nChanged 2
		SP:Iteration 27Q (62808.920000 sec): 3 clusters
  Score: Raw -1114514.055605 + Penalty 2989.962922 = -1111524.092683
  nChanged 4
		SP:Iteration 28Q (62809.120000 sec): 3 clusters
  Score: Raw -1114517.110082 + Penalty 2989.962922 = -1111527.147160
  nChanged 1
		SP:Iteration 29Q (62809.380000 sec): 3 clusters
  Score: Raw -1114517.639807 + Penalty 2989.962922 = -1111527.676885
  nChanged 1
		SP:Iteration 30Q (62809.610000 sec): 3 clusters
  Score: Raw -1114519.705161 + Penalty 2989.962922 = -1111529.742239
  nChanged 1
		SP:Iteration 31Q (62809.830000 sec): 3 clusters
  Score: Raw -1114520.104846 + Penalty 2989.962922 = -1111530.141924
  nChanged 0
		SP:Iteration 32F (62810.050000 sec): 3 clusters
  Score: Raw -1114520.104846 + Penalty 2989.962922 = -1111530.141924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62810.170000 sec): 2 clusters
  Score: Raw -1227533.788936 + Penalty 1522.470960 = -1226011.317976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62810.430000 sec): 3 clusters
  Score: Raw -1220787.621418 + Penalty 3044.941921 = -1217742.679497
  nChanged 5110
		SP:Iteration 1F (62810.650000 sec): 3 clusters
  Score: Raw -1223534.921402 + Penalty 3044.941921 = -1220489.979482
  nChanged 681
		SP:Iteration 2F (62810.850000 sec): 3 clusters
  Score: Raw -1223803.335772 + Penalty 3044.941921 = -1220758.393852
  nChanged 578
		SP:Iteration 3Q (62811.080000 sec): 3 clusters
  Score: Raw -1224050.931214 + Penalty 3044.941921 = -1221005.989294
  nChanged 562
		SP:Iteration 4Q (62811.300000 sec): 3 clusters
  Score: Raw -1224298.583481 + Penalty 3044.941921 = -1221253.641561
  nChanged 585
		SP:Iteration 5Q (62811.530000 sec): 3 clusters
  Score: Raw -1224582.370211 + Penalty 3044.941921 = -1221537.428290
  nChanged 562
		SP:Iteration 6Q (62811.740000 sec): 3 clusters
  Score: Raw -1224868.765155 + Penalty 3044.941921 = -1221823.823234
  nChanged 571
		SP:Iteration 7Q (62811.940000 sec): 3 clusters
  Score: Raw -1225202.426669 + Penalty 3044.941921 = -1222157.484748
  nChanged 595
		SP:Iteration 8F (62812.190000 sec): 3 clusters
  Score: Raw -1225566.752997 + Penalty 3044.941921 = -1222521.811076
  nChanged 595
		SP:Iteration 9F (62812.390000 sec): 3 clusters
  Score: Raw -1225932.032722 + Penalty 3044.941921 = -1222887.090801
  nChanged 543
		SP:Iteration 10Q (62812.600000 sec): 3 clusters
  Score: Raw -1226277.831921 + Penalty 3044.941921 = -1223232.890001
  nChanged 484
		SP:Iteration 11Q (62812.810000 sec): 3 clusters
  Score: Raw -1226580.644672 + Penalty 3044.941921 = -1223535.702751
  nChanged 424
		SP:Iteration 12Q (62813.020000 sec): 3 clusters
  Score: Raw -1226855.307931 + Penalty 3044.941921 = -1223810.366011
  nChanged 364
		SP:Iteration 13Q (62813.260000 sec): 3 clusters
  Score: Raw -1227093.990066 + Penalty 3044.941921 = -1224049.048145
  nChanged 276
		SP:Iteration 14Q (62813.490000 sec): 3 clusters
  Score: Raw -1227277.634100 + Penalty 3044.941921 = -1224232.692180
  nChanged 224
		SP:Iteration 15Q (62813.710000 sec): 3 clusters
  Score: Raw -1227429.590804 + Penalty 3044.941921 = -1224384.648884
  nChanged 165
		SP:Iteration 16Q (62813.990000 sec): 3 clusters
  Score: Raw -1227534.642285 + Penalty 3044.941921 = -1224489.700365
  nChanged 129
		SP:Iteration 17Q (62814.210000 sec): 3 clusters
  Score: Raw -1227618.557423 + Penalty 3044.941921 = -1224573.615503
  nChanged 84
		SP:Iteration 18Q (62814.410000 sec): 3 clusters
  Score: Raw -1227676.488906 + Penalty 3044.941921 = -1224631.546986
  nChanged 66
		SP:Iteration 19Q (62814.590000 sec): 3 clusters
  Score: Raw -1227722.399659 + Penalty 3044.941921 = -1224677.457738
  nChanged 39
		SP:Iteration 20F (62814.820000 sec): 3 clusters
  Score: Raw -1227743.424109 + Penalty 3044.941921 = -1224698.482188
  nChanged 16
		SP:Iteration 21Q (62815.070000 sec): 3 clusters
  Score: Raw -1227753.540551 + Penalty 3044.941921 = -1224708.598630
  nChanged 11
		SP:Iteration 22Q (62815.300000 sec): 3 clusters
  Score: Raw -1227759.208985 + Penalty 3044.941921 = -1224714.267064
  nChanged 11
		SP:Iteration 23Q (62815.500000 sec): 3 clusters
  Score: Raw -1227765.682031 + Penalty 3044.941921 = -1224720.740111
  nChanged 13
		SP:Iteration 24Q (62815.710000 sec): 3 clusters
  Score: Raw -1227773.686907 + Penalty 3044.941921 = -1224728.744987
  nChanged 10
		SP:Iteration 25Q (62815.930000 sec): 3 clusters
  Score: Raw -1227780.002918 + Penalty 3044.941921 = -1224735.060998
  nChanged 13
		SP:Iteration 26Q (62816.190000 sec): 3 clusters
  Score: Raw -1227787.025201 + Penalty 3044.941921 = -1224742.083281
  nChanged 9
		SP:Iteration 27Q (62816.360000 sec): 3 clusters
  Score: Raw -1227791.539932 + Penalty 3044.941921 = -1224746.598012
  nChanged 8
		SP:Iteration 28Q (62816.550000 sec): 3 clusters
  Score: Raw -1227797.898279 + Penalty 3044.941921 = -1224752.956359
  nChanged 12
		SP:Iteration 29Q (62816.780000 sec): 3 clusters
  Score: Raw -1227804.255443 + Penalty 3044.941921 = -1224759.313522
  nChanged 10
		SP:Iteration 30Q (62816.990000 sec): 3 clusters
  Score: Raw -1227811.010228 + Penalty 3044.941921 = -1224766.068308
  nChanged 6
		SP:Iteration 31Q (62817.190000 sec): 3 clusters
  Score: Raw -1227813.721174 + Penalty 3044.941921 = -1224768.779253
  nChanged 4
		SP:Iteration 32Q (62817.400000 sec): 3 clusters
  Score: Raw -1227816.660297 + Penalty 3044.941921 = -1224771.718377
  nChanged 3
		SP:Iteration 33Q (62817.660000 sec): 3 clusters
  Score: Raw -1227818.419854 + Penalty 3044.941921 = -1224773.477934
  nChanged 4
		SP:Iteration 34Q (62817.850000 sec): 3 clusters
  Score: Raw -1227820.330240 + Penalty 3044.941921 = -1224775.388320
  nChanged 1
		SP:Iteration 35Q (62818.070000 sec): 3 clusters
  Score: Raw -1227820.947360 + Penalty 3044.941921 = -1224776.005439
  nChanged 3
		SP:Iteration 36Q (62818.300000 sec): 3 clusters
  Score: Raw -1227822.618086 + Penalty 3044.941921 = -1224777.676165
  nChanged 3
		SP:Iteration 37Q (62818.520000 sec): 3 clusters
  Score: Raw -1227825.813055 + Penalty 3044.941921 = -1224780.871135
  nChanged 4
		SP:Iteration 38Q (62818.710000 sec): 3 clusters
  Score: Raw -1227828.644508 + Penalty 3044.941921 = -1224783.702588
  nChanged 5
		SP:Iteration 39Q (62818.920000 sec): 3 clusters
  Score: Raw -1227833.829716 + Penalty 3044.941921 = -1224788.887796
  nChanged 3
		SP:Iteration 40F (62819.090000 sec): 3 clusters
  Score: Raw -1227838.801094 + Penalty 3044.941921 = -1224793.859174
  nChanged 3
		SP:Iteration 41Q (62819.330000 sec): 3 clusters
  Score: Raw -1227841.782334 + Penalty 3044.941921 = -1224796.840413
  nChanged 2
		SP:Iteration 42Q (62819.520000 sec): 3 clusters
  Score: Raw -1227843.095698 + Penalty 3044.941921 = -1224798.153778
  nChanged 0
		SP:Iteration 43F (62819.770000 sec): 3 clusters
  Score: Raw -1227843.095698 + Penalty 3044.941921 = -1224798.153778
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62819.870000 sec): 2 clusters
  Score: Raw -957361.056272 + Penalty 1483.677433 = -955877.378839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62820.100000 sec): 3 clusters
  Score: Raw -952128.874382 + Penalty 2967.354866 = -949161.519516
  nChanged 3901
		SP:Iteration 1F (62820.350000 sec): 3 clusters
  Score: Raw -954352.815504 + Penalty 2967.354866 = -951385.460638
  nChanged 694
		SP:Iteration 2F (62820.540000 sec): 3 clusters
  Score: Raw -954805.540126 + Penalty 2967.354866 = -951838.185260
  nChanged 650
		SP:Iteration 3F (62820.740000 sec): 3 clusters
  Score: Raw -955229.790171 + Penalty 2967.354866 = -952262.435305
  nChanged 590
		SP:Iteration 4F (62820.990000 sec): 3 clusters
  Score: Raw -955610.826828 + Penalty 2967.354866 = -952643.471962
  nChanged 528
		SP:Iteration 5F (62821.180000 sec): 3 clusters
  Score: Raw -955977.304896 + Penalty 2967.354866 = -953009.950030
  nChanged 494
		SP:Iteration 6F (62821.410000 sec): 3 clusters
  Score: Raw -956336.238829 + Penalty 2967.354866 = -953368.883963
  nChanged 449
		SP:Iteration 7Q (62821.590000 sec): 3 clusters
  Score: Raw -956650.371750 + Penalty 2967.354866 = -953683.016884
  nChanged 401
		SP:Iteration 8Q (62821.850000 sec): 3 clusters
  Score: Raw -956906.311722 + Penalty 2967.354866 = -953938.956856
  nChanged 321
		SP:Iteration 9Q (62822.040000 sec): 3 clusters
  Score: Raw -957084.660651 + Penalty 2967.354866 = -954117.305785
  nChanged 235
		SP:Iteration 10Q (62822.250000 sec): 3 clusters
  Score: Raw -957200.807122 + Penalty 2967.354866 = -954233.452256
  nChanged 190
		SP:Iteration 11Q (62822.440000 sec): 3 clusters
  Score: Raw -957279.529978 + Penalty 2967.354866 = -954312.175112
  nChanged 137
		SP:Iteration 12Q (62822.710000 sec): 3 clusters
  Score: Raw -957331.664921 + Penalty 2967.354866 = -954364.310056
  nChanged 113
		SP:Iteration 13Q (62822.910000 sec): 3 clusters
  Score: Raw -957361.562023 + Penalty 2967.354866 = -954394.207157
  nChanged 75
		SP:Iteration 14Q (62823.100000 sec): 3 clusters
  Score: Raw -957382.287429 + Penalty 2967.354866 = -954414.932563
  nChanged 66
		SP:Iteration 15Q (62823.300000 sec): 3 clusters
  Score: Raw -957399.330072 + Penalty 2967.354866 = -954431.975206
  nChanged 63
		SP:Iteration 16Q (62823.520000 sec): 3 clusters
  Score: Raw -957417.541674 + Penalty 2967.354866 = -954450.186808
  nChanged 58
		SP:Iteration 17Q (62823.740000 sec): 3 clusters
  Score: Raw -957435.449089 + Penalty 2967.354866 = -954468.094223
  nChanged 52
		SP:Iteration 18Q (62823.930000 sec): 3 clusters
  Score: Raw -957451.137555 + Penalty 2967.354866 = -954483.782689
  nChanged 42
		SP:Iteration 19Q (62824.160000 sec): 3 clusters
  Score: Raw -957463.529191 + Penalty 2967.354866 = -954496.174325
  nChanged 36
		SP:Iteration 20F (62824.360000 sec): 3 clusters
  Score: Raw -957474.551593 + Penalty 2967.354866 = -954507.196728
  nChanged 38
		SP:Iteration 21Q (62824.580000 sec): 3 clusters
  Score: Raw -957482.484339 + Penalty 2967.354866 = -954515.129473
  nChanged 32
		SP:Iteration 22Q (62824.780000 sec): 3 clusters
  Score: Raw -957490.532553 + Penalty 2967.354866 = -954523.177688
  nChanged 32
		SP:Iteration 23Q (62824.980000 sec): 3 clusters
  Score: Raw -957499.228649 + Penalty 2967.354866 = -954531.873784
  nChanged 40
		SP:Iteration 24Q (62825.140000 sec): 3 clusters
  Score: Raw -957507.668991 + Penalty 2967.354866 = -954540.314125
  nChanged 29
		SP:Iteration 25Q (62825.350000 sec): 3 clusters
  Score: Raw -957512.491380 + Penalty 2967.354866 = -954545.136514
  nChanged 30
		SP:Iteration 26Q (62825.540000 sec): 3 clusters
  Score: Raw -957516.767178 + Penalty 2967.354866 = -954549.412312
  nChanged 18
		SP:Iteration 27Q (62825.710000 sec): 3 clusters
  Score: Raw -957520.165482 + Penalty 2967.354866 = -954552.810616
  nChanged 20
		SP:Iteration 28Q (62825.920000 sec): 3 clusters
  Score: Raw -957524.755735 + Penalty 2967.354866 = -954557.400869
  nChanged 23
		SP:Iteration 29Q (62826.070000 sec): 3 clusters
  Score: Raw -957529.632537 + Penalty 2967.354866 = -954562.277671
  nChanged 21
		SP:Iteration 30Q (62826.280000 sec): 3 clusters
  Score: Raw -957533.995282 + Penalty 2967.354866 = -954566.640416
  nChanged 18
		SP:Iteration 31Q (62826.440000 sec): 3 clusters
  Score: Raw -957538.512007 + Penalty 2967.354866 = -954571.157141
  nChanged 20
		SP:Iteration 32Q (62826.650000 sec): 3 clusters
  Score: Raw -957544.330187 + Penalty 2967.354866 = -954576.975321
  nChanged 23
		SP:Iteration 33Q (62826.840000 sec): 3 clusters
  Score: Raw -957548.144831 + Penalty 2967.354866 = -954580.789965
  nChanged 21
		SP:Iteration 34Q (62827.050000 sec): 3 clusters
  Score: Raw -957552.040057 + Penalty 2967.354866 = -954584.685192
  nChanged 23
		SP:Iteration 35Q (62827.250000 sec): 3 clusters
  Score: Raw -957556.596841 + Penalty 2967.354866 = -954589.241975
  nChanged 17
		SP:Iteration 36Q (62827.480000 sec): 3 clusters
  Score: Raw -957558.372682 + Penalty 2967.354866 = -954591.017816
  nChanged 9
		SP:Iteration 37Q (62827.670000 sec): 3 clusters
  Score: Raw -957559.302485 + Penalty 2967.354866 = -954591.947619
  nChanged 9
		SP:Iteration 38Q (62827.890000 sec): 3 clusters
  Score: Raw -957560.873694 + Penalty 2967.354866 = -954593.518828
  nChanged 10
		SP:Iteration 39Q (62828.140000 sec): 3 clusters
  Score: Raw -957563.447999 + Penalty 2967.354866 = -954596.093133
  nChanged 12
		SP:Iteration 40F (62828.330000 sec): 3 clusters
  Score: Raw -957565.898147 + Penalty 2967.354866 = -954598.543281
  nChanged 13
		SP:Iteration 41Q (62828.500000 sec): 3 clusters
  Score: Raw -957568.034457 + Penalty 2967.354866 = -954600.679591
  nChanged 14
		SP:Iteration 42Q (62828.730000 sec): 3 clusters
  Score: Raw -957570.545330 + Penalty 2967.354866 = -954603.190464
  nChanged 13
		SP:Iteration 43Q (62828.970000 sec): 3 clusters
  Score: Raw -957572.571500 + Penalty 2967.354866 = -954605.216634
  nChanged 14
		SP:Iteration 44Q (62829.180000 sec): 3 clusters
  Score: Raw -957574.403620 + Penalty 2967.354866 = -954607.048754
  nChanged 18
		SP:Iteration 45Q (62829.430000 sec): 3 clusters
  Score: Raw -957577.364731 + Penalty 2967.354866 = -954610.009865
  nChanged 24
		SP:Iteration 46Q (62829.650000 sec): 3 clusters
  Score: Raw -957583.534826 + Penalty 2967.354866 = -954616.179960
  nChanged 28
		SP:Iteration 47Q (62829.870000 sec): 3 clusters
  Score: Raw -957592.350205 + Penalty 2967.354866 = -954624.995339
  nChanged 31
		SP:Iteration 48Q (62830.110000 sec): 3 clusters
  Score: Raw -957599.642079 + Penalty 2967.354866 = -954632.287213
  nChanged 21
		SP:Iteration 49Q (62830.290000 sec): 3 clusters
  Score: Raw -957603.601912 + Penalty 2967.354866 = -954636.247046
  nChanged 24
		SP:Iteration 50Q (62830.500000 sec): 3 clusters
  Score: Raw -957608.214750 + Penalty 2967.354866 = -954640.859884
  nChanged 22
		SP:Iteration 51Q (62830.720000 sec): 3 clusters
  Score: Raw -957613.959708 + Penalty 2967.354866 = -954646.604843
  nChanged 23
		SP:Iteration 52Q (62830.930000 sec): 3 clusters
  Score: Raw -957618.971840 + Penalty 2967.354866 = -954651.616974
  nChanged 25
		SP:Iteration 53Q (62831.170000 sec): 3 clusters
  Score: Raw -957624.882590 + Penalty 2967.354866 = -954657.527724
  nChanged 25
		SP:Iteration 54Q (62831.390000 sec): 3 clusters
  Score: Raw -957631.474424 + Penalty 2967.354866 = -954664.119558
  nChanged 27
		SP:Iteration 55Q (62831.530000 sec): 3 clusters
  Score: Raw -957638.023330 + Penalty 2967.354866 = -954670.668464
  nChanged 29
		SP:Iteration 56Q (62831.780000 sec): 3 clusters
  Score: Raw -957646.525778 + Penalty 2967.354866 = -954679.170913
  nChanged 42
		SP:Iteration 57Q (62831.950000 sec): 3 clusters
  Score: Raw -957658.605338 + Penalty 2967.354866 = -954691.250472
  nChanged 38
		SP:Iteration 58Q (62832.190000 sec): 3 clusters
  Score: Raw -957668.590957 + Penalty 2967.354866 = -954701.236091
  nChanged 33
		SP:Iteration 59Q (62832.440000 sec): 3 clusters
  Score: Raw -957678.183062 + Penalty 2967.354866 = -954710.828196
  nChanged 33
		SP:Iteration 60F (62832.650000 sec): 3 clusters
  Score: Raw -957690.854210 + Penalty 2967.354866 = -954723.499344
  nChanged 36
		SP:Iteration 61Q (62832.860000 sec): 3 clusters
  Score: Raw -957705.173986 + Penalty 2967.354866 = -954737.819120
  nChanged 38
		SP:Iteration 62Q (62833.120000 sec): 3 clusters
  Score: Raw -957722.867679 + Penalty 2967.354866 = -954755.512813
  nChanged 48
		SP:Iteration 63Q (62833.350000 sec): 3 clusters
  Score: Raw -957738.553979 + Penalty 2967.354866 = -954771.199114
  nChanged 45
		SP:Iteration 64Q (62833.570000 sec): 3 clusters
  Score: Raw -957755.204041 + Penalty 2967.354866 = -954787.849176
  nChanged 52
		SP:Iteration 65Q (62833.790000 sec): 3 clusters
  Score: Raw -957781.523485 + Penalty 2967.354866 = -954814.168620
  nChanged 68
		SP:Iteration 66Q (62833.980000 sec): 3 clusters
  Score: Raw -957827.443720 + Penalty 2967.354866 = -954860.088854
  nChanged 68
		SP:Iteration 67Q (62834.190000 sec): 3 clusters
  Score: Raw -957865.473580 + Penalty 2967.354866 = -954898.118715
  nChanged 69
		SP:Iteration 68Q (62834.390000 sec): 3 clusters
  Score: Raw -957905.093448 + Penalty 2967.354866 = -954937.738583
  nChanged 57
		SP:Iteration 69Q (62834.600000 sec): 3 clusters
  Score: Raw -957934.551578 + Penalty 2967.354866 = -954967.196712
  nChanged 60
		SP:Iteration 70Q (62834.800000 sec): 3 clusters
  Score: Raw -957960.963837 + Penalty 2967.354866 = -954993.608971
  nChanged 45
		SP:Iteration 71Q (62834.970000 sec): 3 clusters
  Score: Raw -957978.996392 + Penalty 2967.354866 = -955011.641527
  nChanged 50
		SP:Iteration 72Q (62835.150000 sec): 3 clusters
  Score: Raw -957995.205080 + Penalty 2967.354866 = -955027.850214
  nChanged 47
		SP:Iteration 73Q (62835.330000 sec): 3 clusters
  Score: Raw -958013.345800 + Penalty 2967.354866 = -955045.990935
  nChanged 39
		SP:Iteration 74Q (62835.520000 sec): 3 clusters
  Score: Raw -958027.040238 + Penalty 2967.354866 = -955059.685372
  nChanged 36
		SP:Iteration 75Q (62835.730000 sec): 3 clusters
  Score: Raw -958035.034720 + Penalty 2967.354866 = -955067.679855
  nChanged 19
		SP:Iteration 76Q (62835.940000 sec): 3 clusters
  Score: Raw -958038.975155 + Penalty 2967.354866 = -955071.620289
  nChanged 12
		SP:Iteration 77Q (62836.160000 sec): 3 clusters
  Score: Raw -958042.236865 + Penalty 2967.354866 = -955074.881999
  nChanged 11
		SP:Iteration 78Q (62836.330000 sec): 3 clusters
  Score: Raw -958043.810301 + Penalty 2967.354866 = -955076.455435
  nChanged 8
		SP:Iteration 79Q (62836.560000 sec): 3 clusters
  Score: Raw -958045.015092 + Penalty 2967.354866 = -955077.660227
  nChanged 5
		SP:Iteration 80F (62836.780000 sec): 3 clusters
  Score: Raw -958045.596267 + Penalty 2967.354866 = -955078.241401
  nChanged 2
		SP:Iteration 81Q (62836.980000 sec): 3 clusters
  Score: Raw -958045.721633 + Penalty 2967.354866 = -955078.366768
  nChanged 0
		SP:Iteration 82F (62837.190000 sec): 3 clusters
  Score: Raw -958045.721633 + Penalty 2967.354866 = -955078.366768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62837.310000 sec): 2 clusters
  Score: Raw -817905.839300 + Penalty 1450.018617 = -816455.820683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62837.510000 sec): 3 clusters
  Score: Raw -813737.747867 + Penalty 2900.037234 = -810837.710633
  nChanged 3236
		SP:Iteration 1F (62837.730000 sec): 3 clusters
  Score: Raw -815457.859909 + Penalty 2900.037234 = -812557.822675
  nChanged 491
		SP:Iteration 2F (62837.930000 sec): 3 clusters
  Score: Raw -815676.955797 + Penalty 2900.037234 = -812776.918563
  nChanged 394
		SP:Iteration 3F (62838.100000 sec): 3 clusters
  Score: Raw -815850.716460 + Penalty 2900.037234 = -812950.679225
  nChanged 356
		SP:Iteration 4Q (62838.290000 sec): 3 clusters
  Score: Raw -816017.234859 + Penalty 2900.037234 = -813117.197625
  nChanged 325
		SP:Iteration 5Q (62838.490000 sec): 3 clusters
  Score: Raw -816188.246130 + Penalty 2900.037234 = -813288.208896
  nChanged 308
		SP:Iteration 6Q (62838.700000 sec): 3 clusters
  Score: Raw -816355.298101 + Penalty 2900.037234 = -813455.260867
  nChanged 333
		SP:Iteration 7Q (62838.900000 sec): 3 clusters
  Score: Raw -816539.476142 + Penalty 2900.037234 = -813639.438907
  nChanged 351
		SP:Iteration 8Q (62839.120000 sec): 3 clusters
  Score: Raw -816754.526525 + Penalty 2900.037234 = -813854.489291
  nChanged 374
		SP:Iteration 9Q (62839.300000 sec): 3 clusters
  Score: Raw -817004.397218 + Penalty 2900.037234 = -814104.359984
  nChanged 382
		SP:Iteration 10F (62839.480000 sec): 3 clusters
  Score: Raw -817257.833302 + Penalty 2900.037234 = -814357.796067
  nChanged 339
		SP:Iteration 11Q (62839.680000 sec): 3 clusters
  Score: Raw -817456.831703 + Penalty 2900.037234 = -814556.794468
  nChanged 266
		SP:Iteration 12Q (62839.940000 sec): 3 clusters
  Score: Raw -817586.893523 + Penalty 2900.037234 = -814686.856288
  nChanged 224
		SP:Iteration 13Q (62840.110000 sec): 3 clusters
  Score: Raw -817676.477171 + Penalty 2900.037234 = -814776.439937
  nChanged 156
		SP:Iteration 14Q (62840.300000 sec): 3 clusters
  Score: Raw -817731.512893 + Penalty 2900.037234 = -814831.475658
  nChanged 121
		SP:Iteration 15Q (62840.490000 sec): 3 clusters
  Score: Raw -817773.144766 + Penalty 2900.037234 = -814873.107531
  nChanged 104
		SP:Iteration 16Q (62840.710000 sec): 3 clusters
  Score: Raw -817805.940052 + Penalty 2900.037234 = -814905.902817
  nChanged 90
		SP:Iteration 17Q (62840.870000 sec): 3 clusters
  Score: Raw -817829.057440 + Penalty 2900.037234 = -814929.020205
  nChanged 68
		SP:Iteration 18Q (62841.070000 sec): 3 clusters
  Score: Raw -817849.159128 + Penalty 2900.037234 = -814949.121893
  nChanged 64
		SP:Iteration 19Q (62841.290000 sec): 3 clusters
  Score: Raw -817866.284691 + Penalty 2900.037234 = -814966.247456
  nChanged 60
		SP:Iteration 20F (62841.480000 sec): 3 clusters
  Score: Raw -817880.195705 + Penalty 2900.037234 = -814980.158471
  nChanged 48
		SP:Iteration 21Q (62841.700000 sec): 3 clusters
  Score: Raw -817890.936630 + Penalty 2900.037234 = -814990.899395
  nChanged 49
		SP:Iteration 22Q (62841.910000 sec): 3 clusters
  Score: Raw -817902.356858 + Penalty 2900.037234 = -815002.319624
  nChanged 48
		SP:Iteration 23Q (62842.130000 sec): 3 clusters
  Score: Raw -817911.736004 + Penalty 2900.037234 = -815011.698770
  nChanged 29
		SP:Iteration 24Q (62842.370000 sec): 3 clusters
  Score: Raw -817917.215873 + Penalty 2900.037234 = -815017.178638
  nChanged 25
		SP:Iteration 25Q (62842.550000 sec): 3 clusters
  Score: Raw -817922.333667 + Penalty 2900.037234 = -815022.296432
  nChanged 36
		SP:Iteration 26Q (62842.760000 sec): 3 clusters
  Score: Raw -817928.901502 + Penalty 2900.037234 = -815028.864268
  nChanged 26
		SP:Iteration 27Q (62842.920000 sec): 3 clusters
  Score: Raw -817933.644615 + Penalty 2900.037234 = -815033.607381
  nChanged 27
		SP:Iteration 28Q (62843.150000 sec): 3 clusters
  Score: Raw -817938.280750 + Penalty 2900.037234 = -815038.243515
  nChanged 26
		SP:Iteration 29Q (62843.350000 sec): 3 clusters
  Score: Raw -817942.215225 + Penalty 2900.037234 = -815042.177991
  nChanged 13
		SP:Iteration 30Q (62843.560000 sec): 3 clusters
  Score: Raw -817944.570632 + Penalty 2900.037234 = -815044.533397
  nChanged 15
		SP:Iteration 31Q (62843.780000 sec): 3 clusters
  Score: Raw -817946.929791 + Penalty 2900.037234 = -815046.892556
  nChanged 19
		SP:Iteration 32Q (62843.960000 sec): 3 clusters
  Score: Raw -817950.309395 + Penalty 2900.037234 = -815050.272161
  nChanged 22
		SP:Iteration 33Q (62844.190000 sec): 3 clusters
  Score: Raw -817954.245649 + Penalty 2900.037234 = -815054.208415
  nChanged 18
		SP:Iteration 34Q (62844.420000 sec): 3 clusters
  Score: Raw -817957.048753 + Penalty 2900.037234 = -815057.011518
  nChanged 18
		SP:Iteration 35Q (62844.620000 sec): 3 clusters
  Score: Raw -817959.656148 + Penalty 2900.037234 = -815059.618914
  nChanged 13
		SP:Iteration 36Q (62844.830000 sec): 3 clusters
  Score: Raw -817961.553077 + Penalty 2900.037234 = -815061.515842
  nChanged 12
		SP:Iteration 37Q (62845.030000 sec): 3 clusters
  Score: Raw -817963.045326 + Penalty 2900.037234 = -815063.008092
  nChanged 12
		SP:Iteration 38Q (62845.260000 sec): 3 clusters
  Score: Raw -817964.939413 + Penalty 2900.037234 = -815064.902179
  nChanged 17
		SP:Iteration 39Q (62845.450000 sec): 3 clusters
  Score: Raw -817968.120603 + Penalty 2900.037234 = -815068.083368
  nChanged 25
		SP:Iteration 40F (62845.630000 sec): 3 clusters
  Score: Raw -817972.603098 + Penalty 2900.037234 = -815072.565864
  nChanged 18
		SP:Iteration 41Q (62845.820000 sec): 3 clusters
  Score: Raw -817975.505255 + Penalty 2900.037234 = -815075.468020
  nChanged 12
		SP:Iteration 42Q (62846.000000 sec): 3 clusters
  Score: Raw -817977.654589 + Penalty 2900.037234 = -815077.617355
  nChanged 14
		SP:Iteration 43Q (62846.180000 sec): 3 clusters
  Score: Raw -817979.836845 + Penalty 2900.037234 = -815079.799610
  nChanged 15
		SP:Iteration 44Q (62846.400000 sec): 3 clusters
  Score: Raw -817981.953841 + Penalty 2900.037234 = -815081.916606
  nChanged 12
		SP:Iteration 45Q (62846.560000 sec): 3 clusters
  Score: Raw -817984.215685 + Penalty 2900.037234 = -815084.178451
  nChanged 19
		SP:Iteration 46Q (62846.780000 sec): 3 clusters
  Score: Raw -817987.244688 + Penalty 2900.037234 = -815087.207453
  nChanged 17
		SP:Iteration 47Q (62847.010000 sec): 3 clusters
  Score: Raw -817989.775699 + Penalty 2900.037234 = -815089.738464
  nChanged 19
		SP:Iteration 48Q (62847.210000 sec): 3 clusters
  Score: Raw -817992.542325 + Penalty 2900.037234 = -815092.505091
  nChanged 16
		SP:Iteration 49Q (62847.390000 sec): 3 clusters
  Score: Raw -817994.854787 + Penalty 2900.037234 = -815094.817552
  nChanged 16
		SP:Iteration 50Q (62847.570000 sec): 3 clusters
  Score: Raw -817997.314333 + Penalty 2900.037234 = -815097.277098
  nChanged 16
		SP:Iteration 51Q (62847.790000 sec): 3 clusters
  Score: Raw -817999.835678 + Penalty 2900.037234 = -815099.798444
  nChanged 15
		SP:Iteration 52Q (62847.980000 sec): 3 clusters
  Score: Raw -818001.964462 + Penalty 2900.037234 = -815101.927227
  nChanged 13
		SP:Iteration 53Q (62848.150000 sec): 3 clusters
  Score: Raw -818003.812489 + Penalty 2900.037234 = -815103.775254
  nChanged 9
		SP:Iteration 54Q (62848.330000 sec): 3 clusters
  Score: Raw -818005.185865 + Penalty 2900.037234 = -815105.148631
  nChanged 9
		SP:Iteration 55Q (62848.510000 sec): 3 clusters
  Score: Raw -818006.082036 + Penalty 2900.037234 = -815106.044801
  nChanged 8
		SP:Iteration 56Q (62848.770000 sec): 3 clusters
  Score: Raw -818007.406104 + Penalty 2900.037234 = -815107.368869
  nChanged 6
		SP:Iteration 57Q (62848.970000 sec): 3 clusters
  Score: Raw -818007.984570 + Penalty 2900.037234 = -815107.947336
  nChanged 6
		SP:Iteration 58Q (62849.190000 sec): 3 clusters
  Score: Raw -818008.842671 + Penalty 2900.037234 = -815108.805436
  nChanged 5
		SP:Iteration 59Q (62849.420000 sec): 3 clusters
  Score: Raw -818009.484970 + Penalty 2900.037234 = -815109.447736
  nChanged 6
		SP:Iteration 60F (62849.600000 sec): 3 clusters
  Score: Raw -818010.374858 + Penalty 2900.037234 = -815110.337623
  nChanged 16
		SP:Iteration 61Q (62849.850000 sec): 3 clusters
  Score: Raw -818013.321299 + Penalty 2900.037234 = -815113.284065
  nChanged 17
		SP:Iteration 62Q (62850.030000 sec): 3 clusters
  Score: Raw -818015.775830 + Penalty 2900.037234 = -815115.738596
  nChanged 16
		SP:Iteration 63Q (62850.230000 sec): 3 clusters
  Score: Raw -818017.701833 + Penalty 2900.037234 = -815117.664599
  nChanged 10
		SP:Iteration 64Q (62850.500000 sec): 3 clusters
  Score: Raw -818019.237026 + Penalty 2900.037234 = -815119.199792
  nChanged 14
		SP:Iteration 65Q (62850.690000 sec): 3 clusters
  Score: Raw -818021.260330 + Penalty 2900.037234 = -815121.223095
  nChanged 13
		SP:Iteration 66Q (62850.900000 sec): 3 clusters
  Score: Raw -818023.046979 + Penalty 2900.037234 = -815123.009745
  nChanged 9
		SP:Iteration 67Q (62851.080000 sec): 3 clusters
  Score: Raw -818024.363520 + Penalty 2900.037234 = -815124.326285
  nChanged 9
		SP:Iteration 68Q (62851.320000 sec): 3 clusters
  Score: Raw -818025.844152 + Penalty 2900.037234 = -815125.806917
  nChanged 6
		SP:Iteration 69Q (62851.520000 sec): 3 clusters
  Score: Raw -818026.611229 + Penalty 2900.037234 = -815126.573994
  nChanged 5
		SP:Iteration 70Q (62851.710000 sec): 3 clusters
  Score: Raw -818027.539569 + Penalty 2900.037234 = -815127.502334
  nChanged 9
		SP:Iteration 71Q (62851.930000 sec): 3 clusters
  Score: Raw -818028.794995 + Penalty 2900.037234 = -815128.757761
  nChanged 6
		SP:Iteration 72Q (62852.160000 sec): 3 clusters
  Score: Raw -818029.825443 + Penalty 2900.037234 = -815129.788208
  nChanged 12
		SP:Iteration 73Q (62852.390000 sec): 3 clusters
  Score: Raw -818032.446325 + Penalty 2900.037234 = -815132.409090
  nChanged 11
		SP:Iteration 74Q (62852.570000 sec): 3 clusters
  Score: Raw -818034.897751 + Penalty 2900.037234 = -815134.860517
  nChanged 14
		SP:Iteration 75Q (62852.800000 sec): 3 clusters
  Score: Raw -818037.352306 + Penalty 2900.037234 = -815137.315071
  nChanged 18
		SP:Iteration 76Q (62853.020000 sec): 3 clusters
  Score: Raw -818040.044443 + Penalty 2900.037234 = -815140.007209
  nChanged 15
		SP:Iteration 77Q (62853.210000 sec): 3 clusters
  Score: Raw -818042.560447 + Penalty 2900.037234 = -815142.523213
  nChanged 17
		SP:Iteration 78Q (62853.420000 sec): 3 clusters
  Score: Raw -818045.266016 + Penalty 2900.037234 = -815145.228782
  nChanged 16
		SP:Iteration 79Q (62853.650000 sec): 3 clusters
  Score: Raw -818047.632924 + Penalty 2900.037234 = -815147.595689
  nChanged 15
		SP:Iteration 80F (62853.840000 sec): 3 clusters
  Score: Raw -818049.866395 + Penalty 2900.037234 = -815149.829161
  nChanged 12
		SP:Iteration 81Q (62854.010000 sec): 3 clusters
  Score: Raw -818051.858135 + Penalty 2900.037234 = -815151.820900
  nChanged 8
		SP:Iteration 82Q (62854.220000 sec): 3 clusters
  Score: Raw -818052.806810 + Penalty 2900.037234 = -815152.769576
  nChanged 8
		SP:Iteration 83Q (62854.440000 sec): 3 clusters
  Score: Raw -818053.734821 + Penalty 2900.037234 = -815153.697587
  nChanged 9
		SP:Iteration 84Q (62854.620000 sec): 3 clusters
  Score: Raw -818055.860893 + Penalty 2900.037234 = -815155.823658
  nChanged 18
		SP:Iteration 85Q (62854.800000 sec): 3 clusters
  Score: Raw -818058.748208 + Penalty 2900.037234 = -815158.710974
  nChanged 14
		SP:Iteration 86Q (62855.000000 sec): 3 clusters
  Score: Raw -818061.602205 + Penalty 2900.037234 = -815161.564970
  nChanged 13
		SP:Iteration 87Q (62855.220000 sec): 3 clusters
  Score: Raw -818063.425073 + Penalty 2900.037234 = -815163.387839
  nChanged 12
		SP:Iteration 88Q (62855.430000 sec): 3 clusters
  Score: Raw -818064.870783 + Penalty 2900.037234 = -815164.833548
  nChanged 5
		SP:Iteration 89Q (62855.640000 sec): 3 clusters
  Score: Raw -818066.139799 + Penalty 2900.037234 = -815166.102565
  nChanged 9
		SP:Iteration 90Q (62855.790000 sec): 3 clusters
  Score: Raw -818067.808532 + Penalty 2900.037234 = -815167.771298
  nChanged 12
		SP:Iteration 91Q (62855.960000 sec): 3 clusters
  Score: Raw -818070.115939 + Penalty 2900.037234 = -815170.078704
  nChanged 11
		SP:Iteration 92Q (62856.190000 sec): 3 clusters
  Score: Raw -818072.577512 + Penalty 2900.037234 = -815172.540277
  nChanged 11
		SP:Iteration 93Q (62856.340000 sec): 3 clusters
  Score: Raw -818074.868044 + Penalty 2900.037234 = -815174.830809
  nChanged 12
		SP:Iteration 94Q (62856.560000 sec): 3 clusters
  Score: Raw -818077.601358 + Penalty 2900.037234 = -815177.564124
  nChanged 11
		SP:Iteration 95Q (62856.690000 sec): 3 clusters
  Score: Raw -818080.028388 + Penalty 2900.037234 = -815179.991153
  nChanged 17
		SP:Iteration 96Q (62856.860000 sec): 3 clusters
  Score: Raw -818083.770682 + Penalty 2900.037234 = -815183.733447
  nChanged 17
		SP:Iteration 97Q (62857.070000 sec): 3 clusters
  Score: Raw -818087.217064 + Penalty 2900.037234 = -815187.179829
  nChanged 22
		SP:Iteration 98Q (62857.280000 sec): 3 clusters
  Score: Raw -818091.181723 + Penalty 2900.037234 = -815191.144489
  nChanged 22
		SP:Iteration 99Q (62857.460000 sec): 3 clusters
  Score: Raw -818095.684242 + Penalty 2900.037234 = -815195.647008
  nChanged 24
		SP:Iteration 100F (62857.680000 sec): 3 clusters
  Score: Raw -818100.623799 + Penalty 2900.037234 = -815200.586564
  nChanged 33
		SP:Iteration 101Q (62857.880000 sec): 3 clusters
  Score: Raw -818108.386020 + Penalty 2900.037234 = -815208.348785
  nChanged 27
		SP:Iteration 102Q (62858.090000 sec): 3 clusters
  Score: Raw -818113.896434 + Penalty 2900.037234 = -815213.859199
  nChanged 27
		SP:Iteration 103Q (62858.290000 sec): 3 clusters
  Score: Raw -818119.753576 + Penalty 2900.037234 = -815219.716341
  nChanged 25
		SP:Iteration 104Q (62858.540000 sec): 3 clusters
  Score: Raw -818126.060068 + Penalty 2900.037234 = -815226.022833
  nChanged 26
		SP:Iteration 105Q (62858.740000 sec): 3 clusters
  Score: Raw -818131.692144 + Penalty 2900.037234 = -815231.654910
  nChanged 29
		SP:Iteration 106Q (62858.920000 sec): 3 clusters
  Score: Raw -818137.090950 + Penalty 2900.037234 = -815237.053716
  nChanged 17
		SP:Iteration 107Q (62859.130000 sec): 3 clusters
  Score: Raw -818140.026587 + Penalty 2900.037234 = -815239.989352
  nChanged 18
		SP:Iteration 108Q (62859.370000 sec): 3 clusters
  Score: Raw -818143.253109 + Penalty 2900.037234 = -815243.215874
  nChanged 17
		SP:Iteration 109Q (62859.540000 sec): 3 clusters
  Score: Raw -818147.130341 + Penalty 2900.037234 = -815247.093107
  nChanged 22
		SP:Iteration 110Q (62859.800000 sec): 3 clusters
  Score: Raw -818152.714099 + Penalty 2900.037234 = -815252.676864
  nChanged 24
		SP:Iteration 111Q (62859.980000 sec): 3 clusters
  Score: Raw -818157.717091 + Penalty 2900.037234 = -815257.679856
  nChanged 19
		SP:Iteration 112Q (62860.230000 sec): 3 clusters
  Score: Raw -818161.373945 + Penalty 2900.037234 = -815261.336711
  nChanged 26
		SP:Iteration 113Q (62860.400000 sec): 3 clusters
  Score: Raw -818166.496446 + Penalty 2900.037234 = -815266.459211
  nChanged 27
		SP:Iteration 114Q (62860.620000 sec): 3 clusters
  Score: Raw -818172.828991 + Penalty 2900.037234 = -815272.791757
  nChanged 26
		SP:Iteration 115Q (62860.840000 sec): 3 clusters
  Score: Raw -818177.922273 + Penalty 2900.037234 = -815277.885039
  nChanged 17
		SP:Iteration 116Q (62861.040000 sec): 3 clusters
  Score: Raw -818180.550304 + Penalty 2900.037234 = -815280.513069
  nChanged 11
		SP:Iteration 117Q (62861.240000 sec): 3 clusters
  Score: Raw -818182.068167 + Penalty 2900.037234 = -815282.030933
  nChanged 10
		SP:Iteration 118Q (62861.470000 sec): 3 clusters
  Score: Raw -818183.824290 + Penalty 2900.037234 = -815283.787056
  nChanged 11
		SP:Iteration 119Q (62861.640000 sec): 3 clusters
  Score: Raw -818186.084200 + Penalty 2900.037234 = -815286.046966
  nChanged 16
		SP:Iteration 120F (62861.860000 sec): 3 clusters
  Score: Raw -818189.072651 + Penalty 2900.037234 = -815289.035417
  nChanged 15
		SP:Iteration 121Q (62862.090000 sec): 3 clusters
  Score: Raw -818191.633638 + Penalty 2900.037234 = -815291.596404
  nChanged 13
		SP:Iteration 122Q (62862.280000 sec): 3 clusters
  Score: Raw -818193.743202 + Penalty 2900.037234 = -815293.705967
  nChanged 15
		SP:Iteration 123Q (62862.440000 sec): 3 clusters
  Score: Raw -818196.542547 + Penalty 2900.037234 = -815296.505313
  nChanged 19
		SP:Iteration 124Q (62862.610000 sec): 3 clusters
  Score: Raw -818200.223311 + Penalty 2900.037234 = -815300.186076
  nChanged 19
		SP:Iteration 125Q (62862.800000 sec): 3 clusters
  Score: Raw -818203.260215 + Penalty 2900.037234 = -815303.222981
  nChanged 10
		SP:Iteration 126Q (62863.010000 sec): 3 clusters
  Score: Raw -818204.593046 + Penalty 2900.037234 = -815304.555812
  nChanged 7
		SP:Iteration 127Q (62863.220000 sec): 3 clusters
  Score: Raw -818205.505378 + Penalty 2900.037234 = -815305.468143
  nChanged 10
		SP:Iteration 128Q (62863.400000 sec): 3 clusters
  Score: Raw -818207.072561 + Penalty 2900.037234 = -815307.035327
  nChanged 8
		SP:Iteration 129Q (62863.620000 sec): 3 clusters
  Score: Raw -818208.307965 + Penalty 2900.037234 = -815308.270730
  nChanged 11
		SP:Iteration 130Q (62863.820000 sec): 3 clusters
  Score: Raw -818210.602490 + Penalty 2900.037234 = -815310.565256
  nChanged 12
		SP:Iteration 131Q (62863.990000 sec): 3 clusters
  Score: Raw -818212.743637 + Penalty 2900.037234 = -815312.706403
  nChanged 8
		SP:Iteration 132Q (62864.160000 sec): 3 clusters
  Score: Raw -818214.215208 + Penalty 2900.037234 = -815314.177974
  nChanged 11
		SP:Iteration 133Q (62864.340000 sec): 3 clusters
  Score: Raw -818216.086814 + Penalty 2900.037234 = -815316.049580
  nChanged 12
		SP:Iteration 134Q (62864.580000 sec): 3 clusters
  Score: Raw -818218.046717 + Penalty 2900.037234 = -815318.009483
  nChanged 16
		SP:Iteration 135Q (62864.770000 sec): 3 clusters
  Score: Raw -818220.360718 + Penalty 2900.037234 = -815320.323483
  nChanged 9
		SP:Iteration 136Q (62864.920000 sec): 3 clusters
  Score: Raw -818221.602261 + Penalty 2900.037234 = -815321.565027
  nChanged 8
		SP:Iteration 137Q (62865.060000 sec): 3 clusters
  Score: Raw -818223.161124 + Penalty 2900.037234 = -815323.123889
  nChanged 12
		SP:Iteration 138Q (62865.230000 sec): 3 clusters
  Score: Raw -818224.955857 + Penalty 2900.037234 = -815324.918623
  nChanged 7
		SP:Iteration 139Q (62865.420000 sec): 3 clusters
  Score: Raw -818225.873857 + Penalty 2900.037234 = -815325.836622
  nChanged 4
		SP:Iteration 140F (62865.540000 sec): 3 clusters
  Score: Raw -818226.300802 + Penalty 2900.037234 = -815326.263567
  nChanged 3
		SP:Iteration 141Q (62865.750000 sec): 3 clusters
  Score: Raw -818226.662352 + Penalty 2900.037234 = -815326.625118
  nChanged 5
		SP:Iteration 142Q (62866.020000 sec): 3 clusters
  Score: Raw -818227.340698 + Penalty 2900.037234 = -815327.303464
  nChanged 2
		SP:Iteration 143Q (62866.210000 sec): 3 clusters
  Score: Raw -818227.673080 + Penalty 2900.037234 = -815327.635845
  nChanged 4
		SP:Iteration 144Q (62866.420000 sec): 3 clusters
  Score: Raw -818228.480169 + Penalty 2900.037234 = -815328.442935
  nChanged 7
		SP:Iteration 145Q (62866.590000 sec): 3 clusters
  Score: Raw -818229.755899 + Penalty 2900.037234 = -815329.718665
  nChanged 10
		SP:Iteration 146Q (62866.800000 sec): 3 clusters
  Score: Raw -818231.550326 + Penalty 2900.037234 = -815331.513091
  nChanged 8
		SP:Iteration 147Q (62866.990000 sec): 3 clusters
  Score: Raw -818233.001157 + Penalty 2900.037234 = -815332.963922
  nChanged 10
		SP:Iteration 148Q (62867.190000 sec): 3 clusters
  Score: Raw -818235.378501 + Penalty 2900.037234 = -815335.341267
  nChanged 10
		SP:Iteration 149Q (62867.330000 sec): 3 clusters
  Score: Raw -818237.042953 + Penalty 2900.037234 = -815337.005718
  nChanged 11
		SP:Iteration 150Q (62867.470000 sec): 3 clusters
  Score: Raw -818238.958374 + Penalty 2900.037234 = -815338.921140
  nChanged 5
		SP:Iteration 151Q (62867.640000 sec): 3 clusters
  Score: Raw -818239.614243 + Penalty 2900.037234 = -815339.577009
  nChanged 5
		SP:Iteration 152Q (62867.820000 sec): 3 clusters
  Score: Raw -818240.388472 + Penalty 2900.037234 = -815340.351238
  nChanged 5
		SP:Iteration 153Q (62868.040000 sec): 3 clusters
  Score: Raw -818241.354378 + Penalty 2900.037234 = -815341.317144
  nChanged 9
		SP:Iteration 154Q (62868.210000 sec): 3 clusters
  Score: Raw -818243.219828 + Penalty 2900.037234 = -815343.182593
  nChanged 10
		SP:Iteration 155Q (62868.410000 sec): 3 clusters
  Score: Raw -818245.316130 + Penalty 2900.037234 = -815345.278896
  nChanged 6
		SP:Iteration 156Q (62868.610000 sec): 3 clusters
  Score: Raw -818246.459208 + Penalty 2900.037234 = -815346.421974
  nChanged 6
		SP:Iteration 157Q (62868.810000 sec): 3 clusters
  Score: Raw -818247.560032 + Penalty 2900.037234 = -815347.522798
  nChanged 4
		SP:Iteration 158Q (62869.010000 sec): 3 clusters
  Score: Raw -818248.095088 + Penalty 2900.037234 = -815348.057854
  nChanged 3
		SP:Iteration 159Q (62869.240000 sec): 3 clusters
  Score: Raw -818248.519224 + Penalty 2900.037234 = -815348.481989
  nChanged 2
		SP:Iteration 160F (62869.480000 sec): 3 clusters
  Score: Raw -818248.775626 + Penalty 2900.037234 = -815348.738391
  nChanged 1
		SP:Iteration 161Q (62869.640000 sec): 3 clusters
  Score: Raw -818249.130115 + Penalty 2900.037234 = -815349.092881
  nChanged 4
		SP:Iteration 162Q (62869.870000 sec): 3 clusters
  Score: Raw -818249.892883 + Penalty 2900.037234 = -815349.855649
  nChanged 5
		SP:Iteration 163Q (62870.040000 sec): 3 clusters
  Score: Raw -818250.781467 + Penalty 2900.037234 = -815350.744232
  nChanged 3
		SP:Iteration 164Q (62870.200000 sec): 3 clusters
  Score: Raw -818251.346313 + Penalty 2900.037234 = -815351.309078
  nChanged 2
		SP:Iteration 165Q (62870.350000 sec): 3 clusters
  Score: Raw -818251.683543 + Penalty 2900.037234 = -815351.646309
  nChanged 2
		SP:Iteration 166Q (62870.540000 sec): 3 clusters
  Score: Raw -818251.981746 + Penalty 2900.037234 = -815351.944512
  nChanged 1
		SP:Iteration 167Q (62870.690000 sec): 3 clusters
  Score: Raw -818252.220661 + Penalty 2900.037234 = -815352.183426
  nChanged 2
		SP:Iteration 168Q (62870.910000 sec): 3 clusters
  Score: Raw -818252.457666 + Penalty 2900.037234 = -815352.420432
  nChanged 0
		SP:Iteration 169F (62871.100000 sec): 3 clusters
  Score: Raw -818252.457666 + Penalty 2900.037234 = -815352.420432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62871.220000 sec): 2 clusters
  Score: Raw -351380.609955 + Penalty 1311.064564 = -350069.545391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62871.380000 sec): 3 clusters
  Score: Raw -349874.237708 + Penalty 2622.129129 = -347252.108580
  nChanged 1216
		SP:Iteration 1F (62871.510000 sec): 3 clusters
  Score: Raw -350606.708259 + Penalty 2622.129129 = -347984.579130
  nChanged 271
		SP:Iteration 2F (62871.620000 sec): 3 clusters
  Score: Raw -350807.051694 + Penalty 2622.129129 = -348184.922565
  nChanged 190
		SP:Iteration 3F (62871.790000 sec): 3 clusters
  Score: Raw -350929.861362 + Penalty 2622.129129 = -348307.732234
  nChanged 141
		SP:Iteration 4Q (62871.980000 sec): 3 clusters
  Score: Raw -351020.836361 + Penalty 2622.129129 = -348398.707233
  nChanged 133
		SP:Iteration 5Q (62872.110000 sec): 3 clusters
  Score: Raw -351122.724300 + Penalty 2622.129129 = -348500.595171
  nChanged 143
		SP:Iteration 6Q (62872.300000 sec): 3 clusters
  Score: Raw -351227.579400 + Penalty 2622.129129 = -348605.450272
  nChanged 128
		SP:Iteration 7Q (62872.480000 sec): 3 clusters
  Score: Raw -351325.871113 + Penalty 2622.129129 = -348703.741984
  nChanged 103
		SP:Iteration 8Q (62872.650000 sec): 3 clusters
  Score: Raw -351400.938075 + Penalty 2622.129129 = -348778.808947
  nChanged 83
		SP:Iteration 9Q (62872.840000 sec): 3 clusters
  Score: Raw -351472.561312 + Penalty 2622.129129 = -348850.432184
  nChanged 72
		SP:Iteration 10Q (62873.010000 sec): 3 clusters
  Score: Raw -351530.532790 + Penalty 2622.129129 = -348908.403662
  nChanged 68
		SP:Iteration 11Q (62873.180000 sec): 3 clusters
  Score: Raw -351576.094217 + Penalty 2622.129129 = -348953.965089
  nChanged 53
		SP:Iteration 12Q (62873.370000 sec): 3 clusters
  Score: Raw -351626.798833 + Penalty 2622.129129 = -349004.669704
  nChanged 54
		SP:Iteration 13Q (62873.510000 sec): 3 clusters
  Score: Raw -351672.092081 + Penalty 2622.129129 = -349049.962953
  nChanged 42
		SP:Iteration 14Q (62873.660000 sec): 3 clusters
  Score: Raw -351705.065255 + Penalty 2622.129129 = -349082.936127
  nChanged 31
		SP:Iteration 15Q (62873.790000 sec): 3 clusters
  Score: Raw -351726.263527 + Penalty 2622.129129 = -349104.134398
  nChanged 28
		SP:Iteration 16Q (62873.970000 sec): 3 clusters
  Score: Raw -351746.072150 + Penalty 2622.129129 = -349123.943022
  nChanged 17
		SP:Iteration 17Q (62874.060000 sec): 3 clusters
  Score: Raw -351760.070024 + Penalty 2622.129129 = -349137.940895
  nChanged 24
		SP:Iteration 18Q (62874.200000 sec): 3 clusters
  Score: Raw -351779.566433 + Penalty 2622.129129 = -349157.437305
  nChanged 19
		SP:Iteration 19Q (62874.330000 sec): 3 clusters
  Score: Raw -351788.659008 + Penalty 2622.129129 = -349166.529879
  nChanged 12
		SP:Iteration 20F (62874.510000 sec): 3 clusters
  Score: Raw -351793.197496 + Penalty 2622.129129 = -349171.068368
  nChanged 9
		SP:Iteration 21Q (62874.690000 sec): 3 clusters
  Score: Raw -351799.499564 + Penalty 2622.129129 = -349177.370435
  nChanged 12
		SP:Iteration 22Q (62874.880000 sec): 3 clusters
  Score: Raw -351810.330932 + Penalty 2622.129129 = -349188.201804
  nChanged 15
		SP:Iteration 23Q (62875.050000 sec): 3 clusters
  Score: Raw -351820.596950 + Penalty 2622.129129 = -349198.467821
  nChanged 11
		SP:Iteration 24Q (62875.250000 sec): 3 clusters
  Score: Raw -351825.730330 + Penalty 2622.129129 = -349203.601201
  nChanged 11
		SP:Iteration 25Q (62875.440000 sec): 3 clusters
  Score: Raw -351833.185423 + Penalty 2622.129129 = -349211.056295
  nChanged 10
		SP:Iteration 26Q (62875.630000 sec): 3 clusters
  Score: Raw -351840.688637 + Penalty 2622.129129 = -349218.559508
  nChanged 15
		SP:Iteration 27Q (62875.820000 sec): 3 clusters
  Score: Raw -351861.271033 + Penalty 2622.129129 = -349239.141905
  nChanged 29
		SP:Iteration 28Q (62875.960000 sec): 3 clusters
  Score: Raw -351915.073378 + Penalty 2622.129129 = -349292.944250
  nChanged 30
		SP:Iteration 29Q (62876.110000 sec): 3 clusters
  Score: Raw -351964.143461 + Penalty 2622.129129 = -349342.014332
  nChanged 31
		SP:Iteration 30Q (62876.290000 sec): 3 clusters
  Score: Raw -352010.117428 + Penalty 2622.129129 = -349387.988299
  nChanged 28
		SP:Iteration 31Q (62876.460000 sec): 3 clusters
  Score: Raw -352035.309205 + Penalty 2622.129129 = -349413.180077
  nChanged 16
		SP:Iteration 32Q (62876.610000 sec): 3 clusters
  Score: Raw -352042.512792 + Penalty 2622.129129 = -349420.383664
  nChanged 3
		SP:Iteration 33Q (62876.790000 sec): 3 clusters
  Score: Raw -352044.206176 + Penalty 2622.129129 = -349422.077048
  nChanged 4
		SP:Iteration 34Q (62876.990000 sec): 3 clusters
  Score: Raw -352046.497021 + Penalty 2622.129129 = -349424.367892
  nChanged 3
		SP:Iteration 35Q (62877.130000 sec): 3 clusters
  Score: Raw -352048.154636 + Penalty 2622.129129 = -349426.025508
  nChanged 3
		SP:Iteration 36Q (62877.300000 sec): 3 clusters
  Score: Raw -352049.244358 + Penalty 2622.129129 = -349427.115230
  nChanged 3
		SP:Iteration 37Q (62877.490000 sec): 3 clusters
  Score: Raw -352050.241083 + Penalty 2622.129129 = -349428.111955
  nChanged 1
		SP:Iteration 38Q (62877.670000 sec): 3 clusters
  Score: Raw -352050.929112 + Penalty 2622.129129 = -349428.799983
  nChanged 1
		SP:Iteration 39Q (62877.810000 sec): 3 clusters
  Score: Raw -352051.118669 + Penalty 2622.129129 = -349428.989540
  nChanged 1
		SP:Iteration 40F (62878.000000 sec): 3 clusters
  Score: Raw -352051.442562 + Penalty 2622.129129 = -349429.313434
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62878.110000 sec): 2 clusters
  Score: Raw -12278.932983 + Penalty 826.734404 = -11452.198578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62878.290000 sec): 3 clusters
  Score: Raw -12539.041094 + Penalty 1653.468809 = -10885.572285
  nChanged 30
		SP:Iteration 1F (62878.480000 sec): 3 clusters
  Score: Raw -12700.866702 + Penalty 1653.468809 = -11047.397893
  nChanged 11
		SP:Iteration 2F (62878.660000 sec): 3 clusters
  Score: Raw -12781.088817 + Penalty 1653.468809 = -11127.620008
  nChanged 3
		SP:Iteration 3Q (62878.840000 sec): 3 clusters
  Score: Raw -12808.538514 + Penalty 1653.468809 = -11155.069706
  nChanged 1
		SP:Iteration 4Q (62878.990000 sec): 3 clusters
  Score: Raw -12812.736486 + Penalty 1653.468809 = -11159.267678
  nChanged 1
		SP:Iteration 5Q (62879.190000 sec): 3 clusters
  Score: Raw -12813.366009 + Penalty 1653.468809 = -11159.897200
  nChanged 0
		SP:Iteration 6F (62879.320000 sec): 3 clusters
  Score: Raw -12813.366009 + Penalty 1653.468809 = -11159.897200
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62879.460000 sec): 2 clusters
  Score: Raw -841572.765193 + Penalty 1454.966506 = -840117.798687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62879.670000 sec): 3 clusters
  Score: Raw -837385.443418 + Penalty 2909.933012 = -834475.510406
  nChanged 3280
		SP:Iteration 1F (62879.870000 sec): 3 clusters
  Score: Raw -839283.542963 + Penalty 2909.933012 = -836373.609951
  nChanged 588
		SP:Iteration 2F (62880.040000 sec): 3 clusters
  Score: Raw -839628.604927 + Penalty 2909.933012 = -836718.671914
  nChanged 508
		SP:Iteration 3F (62880.240000 sec): 3 clusters
  Score: Raw -839953.501405 + Penalty 2909.933012 = -837043.568393
  nChanged 475
		SP:Iteration 4F (62880.420000 sec): 3 clusters
  Score: Raw -840282.232694 + Penalty 2909.933012 = -837372.299682
  nChanged 450
		SP:Iteration 5F (62880.570000 sec): 3 clusters
  Score: Raw -840611.559288 + Penalty 2909.933012 = -837701.626275
  nChanged 413
		SP:Iteration 6F (62880.790000 sec): 3 clusters
  Score: Raw -840944.045323 + Penalty 2909.933012 = -838034.112311
  nChanged 368
		SP:Iteration 7Q (62880.980000 sec): 3 clusters
  Score: Raw -841267.442743 + Penalty 2909.933012 = -838357.509731
  nChanged 345
		SP:Iteration 8Q (62881.220000 sec): 3 clusters
  Score: Raw -841593.987010 + Penalty 2909.933012 = -838684.053998
  nChanged 319
		SP:Iteration 9Q (62881.420000 sec): 3 clusters
  Score: Raw -841861.947017 + Penalty 2909.933012 = -838952.014005
  nChanged 252
		SP:Iteration 10Q (62881.620000 sec): 3 clusters
  Score: Raw -842037.277228 + Penalty 2909.933012 = -839127.344215
  nChanged 172
		SP:Iteration 11Q (62881.830000 sec): 3 clusters
  Score: Raw -842130.841707 + Penalty 2909.933012 = -839220.908695
  nChanged 135
		SP:Iteration 12Q (62882.000000 sec): 3 clusters
  Score: Raw -842193.984525 + Penalty 2909.933012 = -839284.051512
  nChanged 109
		SP:Iteration 13Q (62882.220000 sec): 3 clusters
  Score: Raw -842235.425257 + Penalty 2909.933012 = -839325.492244
  nChanged 75
		SP:Iteration 14Q (62882.420000 sec): 3 clusters
  Score: Raw -842262.341224 + Penalty 2909.933012 = -839352.408212
  nChanged 63
		SP:Iteration 15Q (62882.670000 sec): 3 clusters
  Score: Raw -842281.633390 + Penalty 2909.933012 = -839371.700377
  nChanged 38
		SP:Iteration 16Q (62882.840000 sec): 3 clusters
  Score: Raw -842293.350708 + Penalty 2909.933012 = -839383.417696
  nChanged 32
		SP:Iteration 17Q (62883.040000 sec): 3 clusters
  Score: Raw -842300.583016 + Penalty 2909.933012 = -839390.650004
  nChanged 20
		SP:Iteration 18Q (62883.300000 sec): 3 clusters
  Score: Raw -842305.344842 + Penalty 2909.933012 = -839395.411830
  nChanged 20
		SP:Iteration 19Q (62883.500000 sec): 3 clusters
  Score: Raw -842308.199207 + Penalty 2909.933012 = -839398.266195
  nChanged 14
		SP:Iteration 20F (62883.700000 sec): 3 clusters
  Score: Raw -842311.681442 + Penalty 2909.933012 = -839401.748430
  nChanged 12
		SP:Iteration 21Q (62883.880000 sec): 3 clusters
  Score: Raw -842313.947517 + Penalty 2909.933012 = -839404.014505
  nChanged 15
		SP:Iteration 22Q (62884.100000 sec): 3 clusters
  Score: Raw -842316.758859 + Penalty 2909.933012 = -839406.825847
  nChanged 11
		SP:Iteration 23Q (62884.300000 sec): 3 clusters
  Score: Raw -842319.756516 + Penalty 2909.933012 = -839409.823504
  nChanged 14
		SP:Iteration 24Q (62884.490000 sec): 3 clusters
  Score: Raw -842322.723860 + Penalty 2909.933012 = -839412.790848
  nChanged 5
		SP:Iteration 25Q (62884.720000 sec): 3 clusters
  Score: Raw -842323.557369 + Penalty 2909.933012 = -839413.624357
  nChanged 5
		SP:Iteration 26Q (62884.890000 sec): 3 clusters
  Score: Raw -842325.132837 + Penalty 2909.933012 = -839415.199825
  nChanged 10
		SP:Iteration 27Q (62885.080000 sec): 3 clusters
  Score: Raw -842327.429504 + Penalty 2909.933012 = -839417.496492
  nChanged 8
		SP:Iteration 28Q (62885.320000 sec): 3 clusters
  Score: Raw -842328.749663 + Penalty 2909.933012 = -839418.816651
  nChanged 7
		SP:Iteration 29Q (62885.500000 sec): 3 clusters
  Score: Raw -842329.624974 + Penalty 2909.933012 = -839419.691962
  nChanged 2
		SP:Iteration 30Q (62885.710000 sec): 3 clusters
  Score: Raw -842329.935040 + Penalty 2909.933012 = -839420.002028
  nChanged 3
		SP:Iteration 31Q (62885.920000 sec): 3 clusters
  Score: Raw -842330.533874 + Penalty 2909.933012 = -839420.600862
  nChanged 3
		SP:Iteration 32Q (62886.120000 sec): 3 clusters
  Score: Raw -842330.953049 + Penalty 2909.933012 = -839421.020036
  nChanged 1
		SP:Iteration 33Q (62886.300000 sec): 3 clusters
  Score: Raw -842331.019389 + Penalty 2909.933012 = -839421.086377
  nChanged 0
		SP:Iteration 34F (62886.530000 sec): 3 clusters
  Score: Raw -842331.019389 + Penalty 2909.933012 = -839421.086377
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62886.600000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62886.780000 sec): 3 clusters
  Score: Raw -22248.716831 + Penalty 1758.784967 = -20489.931864
  nChanged 30
		SP:Iteration 1F (62886.940000 sec): 3 clusters
  Score: Raw -22314.066353 + Penalty 1758.784967 = -20555.281386
  nChanged 3
		SP:Iteration 2Q (62887.100000 sec): 3 clusters
  Score: Raw -22323.717652 + Penalty 1758.784967 = -20564.932685
  nChanged 2
		SP:Iteration 3Q (62887.230000 sec): 3 clusters
  Score: Raw -22327.263634 + Penalty 1758.784967 = -20568.478668
  nChanged 0
		SP:Iteration 4F (62887.410000 sec): 3 clusters
  Score: Raw -22327.263634 + Penalty 1758.784967 = -20568.478668
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62887.750000 sec): 2 clusters
  Score: Raw -4911821.425203 + Penalty 1740.020468 = -4910081.404735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62888.120000 sec): 3 clusters
  Score: Raw -4883588.064188 + Penalty 3480.040935 = -4880108.023252
  nChanged 20779
		SP:Iteration 1F (62888.500000 sec): 3 clusters
  Score: Raw -4895353.515986 + Penalty 3480.040935 = -4891873.475051
  nChanged 2164
		SP:Iteration 2Q (62888.900000 sec): 3 clusters
  Score: Raw -4896245.106977 + Penalty 3480.040935 = -4892765.066042
  nChanged 2408
		SP:Iteration 3F (62889.330000 sec): 3 clusters
  Score: Raw -4897339.885338 + Penalty 3480.040935 = -4893859.844403
  nChanged 2634
		SP:Iteration 4F (62889.760000 sec): 3 clusters
  Score: Raw -4898616.186833 + Penalty 3480.040935 = -4895136.145898
  nChanged 2653
		SP:Iteration 5F (62890.160000 sec): 3 clusters
  Score: Raw -4899959.378890 + Penalty 3480.040935 = -4896479.337955
  nChanged 2530
		SP:Iteration 6F (62890.560000 sec): 3 clusters
  Score: Raw -4901208.306826 + Penalty 3480.040935 = -4897728.265891
  nChanged 2269
		SP:Iteration 7F (62890.970000 sec): 3 clusters
  Score: Raw -4902235.610715 + Penalty 3480.040935 = -4898755.569780
  nChanged 1937
		SP:Iteration 8Q (62891.340000 sec): 3 clusters
  Score: Raw -4903021.945683 + Penalty 3480.040935 = -4899541.904747
  nChanged 1550
		SP:Iteration 9Q (62891.810000 sec): 3 clusters
  Score: Raw -4903601.167208 + Penalty 3480.040935 = -4900121.126273
  nChanged 1313
		SP:Iteration 10Q (62892.260000 sec): 3 clusters
  Score: Raw -4904129.954236 + Penalty 3480.040935 = -4900649.913301
  nChanged 1215
		SP:Iteration 11Q (62892.650000 sec): 3 clusters
  Score: Raw -4904731.311159 + Penalty 3480.040935 = -4901251.270224
  nChanged 1244
		SP:Iteration 12Q (62893.120000 sec): 3 clusters
  Score: Raw -4905477.438560 + Penalty 3480.040935 = -4901997.397625
  nChanged 1271
		SP:Iteration 13Q (62893.560000 sec): 3 clusters
  Score: Raw -4906292.978631 + Penalty 3480.040935 = -4902812.937696
  nChanged 1240
		SP:Iteration 14Q (62894.040000 sec): 3 clusters
  Score: Raw -4907035.033667 + Penalty 3480.040935 = -4903554.992732
  nChanged 1048
		SP:Iteration 15Q (62894.520000 sec): 3 clusters
  Score: Raw -4907549.232592 + Penalty 3480.040935 = -4904069.191657
  nChanged 828
		SP:Iteration 16Q (62894.990000 sec): 3 clusters
  Score: Raw -4907895.325113 + Penalty 3480.040935 = -4904415.284178
  nChanged 780
		SP:Iteration 17Q (62895.470000 sec): 3 clusters
  Score: Raw -4908208.729936 + Penalty 3480.040935 = -4904728.689001
  nChanged 768
		SP:Iteration 18Q (62895.930000 sec): 3 clusters
  Score: Raw -4908517.037758 + Penalty 3480.040935 = -4905036.996823
  nChanged 727
		SP:Iteration 19Q (62896.380000 sec): 3 clusters
  Score: Raw -4908806.334540 + Penalty 3480.040935 = -4905326.293604
  nChanged 753
		SP:Iteration 20F (62896.810000 sec): 3 clusters
  Score: Raw -4909120.341933 + Penalty 3480.040935 = -4905640.300998
  nChanged 735
		SP:Iteration 21Q (62897.230000 sec): 3 clusters
  Score: Raw -4909424.718180 + Penalty 3480.040935 = -4905944.677245
  nChanged 703
		SP:Iteration 22Q (62897.660000 sec): 3 clusters
  Score: Raw -4909703.461933 + Penalty 3480.040935 = -4906223.420997
  nChanged 655
		SP:Iteration 23Q (62898.090000 sec): 3 clusters
  Score: Raw -4909968.410345 + Penalty 3480.040935 = -4906488.369410
  nChanged 608
		SP:Iteration 24Q (62898.490000 sec): 3 clusters
  Score: Raw -4910217.908463 + Penalty 3480.040935 = -4906737.867528
  nChanged 574
		SP:Iteration 25Q (62898.860000 sec): 3 clusters
  Score: Raw -4910445.834954 + Penalty 3480.040935 = -4906965.794018
  nChanged 491
		SP:Iteration 26Q (62899.300000 sec): 3 clusters
  Score: Raw -4910632.661066 + Penalty 3480.040935 = -4907152.620131
  nChanged 459
		SP:Iteration 27Q (62899.720000 sec): 3 clusters
  Score: Raw -4910811.897590 + Penalty 3480.040935 = -4907331.856655
  nChanged 442
		SP:Iteration 28Q (62900.130000 sec): 3 clusters
  Score: Raw -4910982.842923 + Penalty 3480.040935 = -4907502.801987
  nChanged 382
		SP:Iteration 29Q (62900.540000 sec): 3 clusters
  Score: Raw -4911121.446289 + Penalty 3480.040935 = -4907641.405354
  nChanged 348
		SP:Iteration 30Q (62900.940000 sec): 3 clusters
  Score: Raw -4911241.876356 + Penalty 3480.040935 = -4907761.835421
  nChanged 318
		SP:Iteration 31Q (62901.380000 sec): 3 clusters
  Score: Raw -4911354.092880 + Penalty 3480.040935 = -4907874.051945
  nChanged 293
		SP:Iteration 32Q (62901.780000 sec): 3 clusters
  Score: Raw -4911462.383304 + Penalty 3480.040935 = -4907982.342369
  nChanged 281
		SP:Iteration 33Q (62902.120000 sec): 3 clusters
  Score: Raw -4911562.060979 + Penalty 3480.040935 = -4908082.020043
  nChanged 246
		SP:Iteration 34Q (62902.570000 sec): 3 clusters
  Score: Raw -4911647.364784 + Penalty 3480.040935 = -4908167.323848
  nChanged 216
		SP:Iteration 35Q (62902.960000 sec): 3 clusters
  Score: Raw -4911725.130308 + Penalty 3480.040935 = -4908245.089373
  nChanged 202
		SP:Iteration 36Q (62903.360000 sec): 3 clusters
  Score: Raw -4911796.615034 + Penalty 3480.040935 = -4908316.574098
  nChanged 176
		SP:Iteration 37Q (62903.750000 sec): 3 clusters
  Score: Raw -4911859.614654 + Penalty 3480.040935 = -4908379.573719
  nChanged 164
		SP:Iteration 38Q (62904.180000 sec): 3 clusters
  Score: Raw -4911930.921298 + Penalty 3480.040935 = -4908450.880363
  nChanged 170
		SP:Iteration 39Q (62904.530000 sec): 3 clusters
  Score: Raw -4912008.416194 + Penalty 3480.040935 = -4908528.375259
  nChanged 156
		SP:Iteration 40F (62904.920000 sec): 3 clusters
  Score: Raw -4912078.005018 + Penalty 3480.040935 = -4908597.964083
  nChanged 152
		SP:Iteration 41Q (62905.290000 sec): 3 clusters
  Score: Raw -4912141.488697 + Penalty 3480.040935 = -4908661.447762
  nChanged 145
		SP:Iteration 42Q (62905.660000 sec): 3 clusters
  Score: Raw -4912204.794562 + Penalty 3480.040935 = -4908724.753627
  nChanged 112
		SP:Iteration 43Q (62906.020000 sec): 3 clusters
  Score: Raw -4912253.228042 + Penalty 3480.040935 = -4908773.187107
  nChanged 115
		SP:Iteration 44Q (62906.400000 sec): 3 clusters
  Score: Raw -4912301.703315 + Penalty 3480.040935 = -4908821.662380
  nChanged 97
		SP:Iteration 45Q (62906.790000 sec): 3 clusters
  Score: Raw -4912334.576541 + Penalty 3480.040935 = -4908854.535606
  nChanged 69
		SP:Iteration 46Q (62907.140000 sec): 3 clusters
  Score: Raw -4912354.928439 + Penalty 3480.040935 = -4908874.887503
  nChanged 57
		SP:Iteration 47Q (62907.490000 sec): 3 clusters
  Score: Raw -4912368.368065 + Penalty 3480.040935 = -4908888.327130
  nChanged 40
		SP:Iteration 48Q (62907.860000 sec): 3 clusters
  Score: Raw -4912378.579031 + Penalty 3480.040935 = -4908898.538096
  nChanged 31
		SP:Iteration 49Q (62908.230000 sec): 3 clusters
  Score: Raw -4912385.505859 + Penalty 3480.040935 = -4908905.464924
  nChanged 26
		SP:Iteration 50Q (62908.610000 sec): 3 clusters
  Score: Raw -4912390.828673 + Penalty 3480.040935 = -4908910.787738
  nChanged 22
		SP:Iteration 51Q (62908.970000 sec): 3 clusters
  Score: Raw -4912394.989862 + Penalty 3480.040935 = -4908914.948927
  nChanged 18
		SP:Iteration 52Q (62909.330000 sec): 3 clusters
  Score: Raw -4912398.995008 + Penalty 3480.040935 = -4908918.954073
  nChanged 17
		SP:Iteration 53Q (62909.740000 sec): 3 clusters
  Score: Raw -4912402.391669 + Penalty 3480.040935 = -4908922.350734
  nChanged 17
		SP:Iteration 54Q (62910.140000 sec): 3 clusters
  Score: Raw -4912407.096550 + Penalty 3480.040935 = -4908927.055615
  nChanged 19
		SP:Iteration 55Q (62910.490000 sec): 3 clusters
  Score: Raw -4912412.339930 + Penalty 3480.040935 = -4908932.298994
  nChanged 22
		SP:Iteration 56Q (62910.820000 sec): 3 clusters
  Score: Raw -4912416.290465 + Penalty 3480.040935 = -4908936.249530
  nChanged 8
		SP:Iteration 57Q (62911.190000 sec): 3 clusters
  Score: Raw -4912417.763448 + Penalty 3480.040935 = -4908937.722513
  nChanged 5
		SP:Iteration 58Q (62911.510000 sec): 3 clusters
  Score: Raw -4912419.250795 + Penalty 3480.040935 = -4908939.209860
  nChanged 3
		SP:Iteration 59Q (62911.880000 sec): 3 clusters
  Score: Raw -4912420.232716 + Penalty 3480.040935 = -4908940.191780
  nChanged 4
		SP:Iteration 60F (62912.230000 sec): 3 clusters
  Score: Raw -4912420.753342 + Penalty 3480.040935 = -4908940.712406
  nChanged 3
		SP:Iteration 61Q (62912.590000 sec): 3 clusters
  Score: Raw -4912421.136978 + Penalty 3480.040935 = -4908941.096042
  nChanged 2
		SP:Iteration 62Q (62912.930000 sec): 3 clusters
  Score: Raw -4912421.683738 + Penalty 3480.040935 = -4908941.642803
  nChanged 4
		SP:Iteration 63Q (62913.250000 sec): 3 clusters
  Score: Raw -4912422.465513 + Penalty 3480.040935 = -4908942.424578
  nChanged 3
		SP:Iteration 64Q (62913.660000 sec): 3 clusters
  Score: Raw -4912423.065354 + Penalty 3480.040935 = -4908943.024419
  nChanged 2
		SP:Iteration 65Q (62913.990000 sec): 3 clusters
  Score: Raw -4912423.360811 + Penalty 3480.040935 = -4908943.319876
  nChanged 1
		SP:Iteration 66Q (62914.330000 sec): 3 clusters
  Score: Raw -4912423.525671 + Penalty 3480.040935 = -4908943.484736
  nChanged 1
		SP:Iteration 67Q (62914.680000 sec): 3 clusters
  Score: Raw -4912423.705518 + Penalty 3480.040935 = -4908943.664583
  nChanged 0
		SP:Iteration 68F (62915.070000 sec): 3 clusters
  Score: Raw -4912423.705518 + Penalty 3480.040935 = -4908943.664583
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62915.170000 sec): 2 clusters
  Score: Raw -814818.137874 + Penalty 1447.200817 = -813370.937058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62915.390000 sec): 3 clusters
  Score: Raw -810773.846635 + Penalty 2894.401634 = -807879.445001
  nChanged 3140
		SP:Iteration 1F (62915.580000 sec): 3 clusters
  Score: Raw -812497.051328 + Penalty 2894.401634 = -809602.649695
  nChanged 512
		SP:Iteration 2F (62915.750000 sec): 3 clusters
  Score: Raw -812729.048616 + Penalty 2894.401634 = -809834.646982
  nChanged 377
		SP:Iteration 3F (62915.980000 sec): 3 clusters
  Score: Raw -812927.240483 + Penalty 2894.401634 = -810032.838849
  nChanged 353
		SP:Iteration 4Q (62916.170000 sec): 3 clusters
  Score: Raw -813174.216114 + Penalty 2894.401634 = -810279.814480
  nChanged 366
		SP:Iteration 5Q (62916.370000 sec): 3 clusters
  Score: Raw -813476.938043 + Penalty 2894.401634 = -810582.536409
  nChanged 421
		SP:Iteration 6F (62916.570000 sec): 3 clusters
  Score: Raw -813822.448046 + Penalty 2894.401634 = -810928.046412
  nChanged 418
		SP:Iteration 7F (62916.780000 sec): 3 clusters
  Score: Raw -814147.087824 + Penalty 2894.401634 = -811252.686190
  nChanged 377
		SP:Iteration 8F (62916.980000 sec): 3 clusters
  Score: Raw -814387.601525 + Penalty 2894.401634 = -811493.199891
  nChanged 309
		SP:Iteration 9Q (62917.160000 sec): 3 clusters
  Score: Raw -814566.701759 + Penalty 2894.401634 = -811672.300125
  nChanged 244
		SP:Iteration 10Q (62917.360000 sec): 3 clusters
  Score: Raw -814697.075069 + Penalty 2894.401634 = -811802.673435
  nChanged 206
		SP:Iteration 11Q (62917.570000 sec): 3 clusters
  Score: Raw -814780.632445 + Penalty 2894.401634 = -811886.230811
  nChanged 152
		SP:Iteration 12Q (62917.730000 sec): 3 clusters
  Score: Raw -814848.460846 + Penalty 2894.401634 = -811954.059212
  nChanged 131
		SP:Iteration 13Q (62917.910000 sec): 3 clusters
  Score: Raw -814909.300773 + Penalty 2894.401634 = -812014.899139
  nChanged 128
		SP:Iteration 14Q (62918.080000 sec): 3 clusters
  Score: Raw -814956.503252 + Penalty 2894.401634 = -812062.101618
  nChanged 115
		SP:Iteration 15Q (62918.280000 sec): 3 clusters
  Score: Raw -814993.645135 + Penalty 2894.401634 = -812099.243501
  nChanged 83
		SP:Iteration 16Q (62918.480000 sec): 3 clusters
  Score: Raw -815016.081278 + Penalty 2894.401634 = -812121.679645
  nChanged 70
		SP:Iteration 17Q (62918.690000 sec): 3 clusters
  Score: Raw -815034.451995 + Penalty 2894.401634 = -812140.050361
  nChanged 49
		SP:Iteration 18Q (62918.910000 sec): 3 clusters
  Score: Raw -815046.099922 + Penalty 2894.401634 = -812151.698288
  nChanged 50
		SP:Iteration 19Q (62919.090000 sec): 3 clusters
  Score: Raw -815061.480695 + Penalty 2894.401634 = -812167.079061
  nChanged 47
		SP:Iteration 20F (62919.330000 sec): 3 clusters
  Score: Raw -815073.873155 + Penalty 2894.401634 = -812179.471521
  nChanged 49
		SP:Iteration 21Q (62919.510000 sec): 3 clusters
  Score: Raw -815085.662856 + Penalty 2894.401634 = -812191.261223
  nChanged 43
		SP:Iteration 22Q (62919.700000 sec): 3 clusters
  Score: Raw -815098.636659 + Penalty 2894.401634 = -812204.235025
  nChanged 41
		SP:Iteration 23Q (62919.890000 sec): 3 clusters
  Score: Raw -815109.354766 + Penalty 2894.401634 = -812214.953132
  nChanged 38
		SP:Iteration 24Q (62920.070000 sec): 3 clusters
  Score: Raw -815119.274790 + Penalty 2894.401634 = -812224.873156
  nChanged 36
		SP:Iteration 25Q (62920.300000 sec): 3 clusters
  Score: Raw -815129.212245 + Penalty 2894.401634 = -812234.810611
  nChanged 37
		SP:Iteration 26Q (62920.480000 sec): 3 clusters
  Score: Raw -815138.762730 + Penalty 2894.401634 = -812244.361097
  nChanged 41
		SP:Iteration 27Q (62920.680000 sec): 3 clusters
  Score: Raw -815148.229443 + Penalty 2894.401634 = -812253.827809
  nChanged 39
		SP:Iteration 28Q (62920.890000 sec): 3 clusters
  Score: Raw -815156.746070 + Penalty 2894.401634 = -812262.344436
  nChanged 28
		SP:Iteration 29Q (62921.100000 sec): 3 clusters
  Score: Raw -815162.280265 + Penalty 2894.401634 = -812267.878631
  nChanged 23
		SP:Iteration 30Q (62921.290000 sec): 3 clusters
  Score: Raw -815167.037422 + Penalty 2894.401634 = -812272.635788
  nChanged 29
		SP:Iteration 31Q (62921.460000 sec): 3 clusters
  Score: Raw -815173.581287 + Penalty 2894.401634 = -812279.179653
  nChanged 29
		SP:Iteration 32Q (62921.680000 sec): 3 clusters
  Score: Raw -815180.638471 + Penalty 2894.401634 = -812286.236837
  nChanged 32
		SP:Iteration 33Q (62921.870000 sec): 3 clusters
  Score: Raw -815188.927182 + Penalty 2894.401634 = -812294.525548
  nChanged 36
		SP:Iteration 34Q (62922.080000 sec): 3 clusters
  Score: Raw -815200.920375 + Penalty 2894.401634 = -812306.518741
  nChanged 32
		SP:Iteration 35Q (62922.280000 sec): 3 clusters
  Score: Raw -815209.931493 + Penalty 2894.401634 = -812315.529859
  nChanged 29
		SP:Iteration 36Q (62922.490000 sec): 3 clusters
  Score: Raw -815218.451334 + Penalty 2894.401634 = -812324.049701
  nChanged 32
		SP:Iteration 37Q (62922.720000 sec): 3 clusters
  Score: Raw -815226.867330 + Penalty 2894.401634 = -812332.465696
  nChanged 33
		SP:Iteration 38Q (62922.940000 sec): 3 clusters
  Score: Raw -815240.182918 + Penalty 2894.401634 = -812345.781284
  nChanged 41
		SP:Iteration 39Q (62923.120000 sec): 3 clusters
  Score: Raw -815255.514556 + Penalty 2894.401634 = -812361.112922
  nChanged 33
		SP:Iteration 40F (62923.330000 sec): 3 clusters
  Score: Raw -815269.592152 + Penalty 2894.401634 = -812375.190518
  nChanged 34
		SP:Iteration 41Q (62923.560000 sec): 3 clusters
  Score: Raw -815281.554376 + Penalty 2894.401634 = -812387.152742
  nChanged 37
		SP:Iteration 42Q (62923.740000 sec): 3 clusters
  Score: Raw -815297.952432 + Penalty 2894.401634 = -812403.550798
  nChanged 44
		SP:Iteration 43Q (62923.910000 sec): 3 clusters
  Score: Raw -815316.714040 + Penalty 2894.401634 = -812422.312406
  nChanged 42
		SP:Iteration 44Q (62924.090000 sec): 3 clusters
  Score: Raw -815336.060594 + Penalty 2894.401634 = -812441.658960
  nChanged 44
		SP:Iteration 45Q (62924.280000 sec): 3 clusters
  Score: Raw -815355.466428 + Penalty 2894.401634 = -812461.064794
  nChanged 40
		SP:Iteration 46Q (62924.490000 sec): 3 clusters
  Score: Raw -815373.216782 + Penalty 2894.401634 = -812478.815149
  nChanged 32
		SP:Iteration 47Q (62924.720000 sec): 3 clusters
  Score: Raw -815390.414903 + Penalty 2894.401634 = -812496.013269
  nChanged 43
		SP:Iteration 48Q (62924.890000 sec): 3 clusters
  Score: Raw -815406.375209 + Penalty 2894.401634 = -812511.973575
  nChanged 24
		SP:Iteration 49Q (62925.080000 sec): 3 clusters
  Score: Raw -815413.509787 + Penalty 2894.401634 = -812519.108153
  nChanged 25
		SP:Iteration 50Q (62925.320000 sec): 3 clusters
  Score: Raw -815422.635702 + Penalty 2894.401634 = -812528.234068
  nChanged 28
		SP:Iteration 51Q (62925.530000 sec): 3 clusters
  Score: Raw -815431.938342 + Penalty 2894.401634 = -812537.536708
  nChanged 22
		SP:Iteration 52Q (62925.700000 sec): 3 clusters
  Score: Raw -815438.031268 + Penalty 2894.401634 = -812543.629634
  nChanged 21
		SP:Iteration 53Q (62925.900000 sec): 3 clusters
  Score: Raw -815444.221859 + Penalty 2894.401634 = -812549.820225
  nChanged 20
		SP:Iteration 54Q (62926.100000 sec): 3 clusters
  Score: Raw -815449.174241 + Penalty 2894.401634 = -812554.772607
  nChanged 7
		SP:Iteration 55Q (62926.330000 sec): 3 clusters
  Score: Raw -815450.981852 + Penalty 2894.401634 = -812556.580218
  nChanged 9
		SP:Iteration 56Q (62926.520000 sec): 3 clusters
  Score: Raw -815453.025027 + Penalty 2894.401634 = -812558.623393
  nChanged 4
		SP:Iteration 57Q (62926.690000 sec): 3 clusters
  Score: Raw -815453.870079 + Penalty 2894.401634 = -812559.468445
  nChanged 7
		SP:Iteration 58Q (62926.940000 sec): 3 clusters
  Score: Raw -815455.227422 + Penalty 2894.401634 = -812560.825789
  nChanged 4
		SP:Iteration 59Q (62927.100000 sec): 3 clusters
  Score: Raw -815456.288767 + Penalty 2894.401634 = -812561.887133
  nChanged 6
		SP:Iteration 60F (62927.320000 sec): 3 clusters
  Score: Raw -815457.706194 + Penalty 2894.401634 = -812563.304560
  nChanged 7
		SP:Iteration 61Q (62927.550000 sec): 3 clusters
  Score: Raw -815459.146374 + Penalty 2894.401634 = -812564.744740
  nChanged 6
		SP:Iteration 62Q (62927.730000 sec): 3 clusters
  Score: Raw -815460.700472 + Penalty 2894.401634 = -812566.298838
  nChanged 7
		SP:Iteration 63Q (62927.920000 sec): 3 clusters
  Score: Raw -815461.920690 + Penalty 2894.401634 = -812567.519056
  nChanged 4
		SP:Iteration 64Q (62928.120000 sec): 3 clusters
  Score: Raw -815462.920299 + Penalty 2894.401634 = -812568.518665
  nChanged 4
		SP:Iteration 65Q (62928.310000 sec): 3 clusters
  Score: Raw -815463.913455 + Penalty 2894.401634 = -812569.511821
  nChanged 3
		SP:Iteration 66Q (62928.570000 sec): 3 clusters
  Score: Raw -815464.508301 + Penalty 2894.401634 = -812570.106668
  nChanged 4
		SP:Iteration 67Q (62928.720000 sec): 3 clusters
  Score: Raw -815465.140300 + Penalty 2894.401634 = -812570.738666
  nChanged 3
		SP:Iteration 68Q (62928.910000 sec): 3 clusters
  Score: Raw -815466.188794 + Penalty 2894.401634 = -812571.787161
  nChanged 4
		SP:Iteration 69Q (62929.100000 sec): 3 clusters
  Score: Raw -815467.035955 + Penalty 2894.401634 = -812572.634322
  nChanged 2
		SP:Iteration 70Q (62929.330000 sec): 3 clusters
  Score: Raw -815467.604690 + Penalty 2894.401634 = -812573.203056
  nChanged 1
		SP:Iteration 71Q (62929.530000 sec): 3 clusters
  Score: Raw -815467.820580 + Penalty 2894.401634 = -812573.418946
  nChanged 3
		SP:Iteration 72Q (62929.740000 sec): 3 clusters
  Score: Raw -815468.392835 + Penalty 2894.401634 = -812573.991202
  nChanged 1
		SP:Iteration 73Q (62929.940000 sec): 3 clusters
  Score: Raw -815468.663160 + Penalty 2894.401634 = -812574.261526
  nChanged 0
		SP:Iteration 74F (62930.080000 sec): 3 clusters
  Score: Raw -815468.663160 + Penalty 2894.401634 = -812574.261526
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62930.210000 sec): 2 clusters
  Score: Raw -919804.667813 + Penalty 1462.658672 = -918342.009141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62930.350000 sec): 3 clusters
  Score: Raw -915342.742069 + Penalty 2925.317344 = -912417.424725
  nChanged 3398
		SP:Iteration 1F (62930.560000 sec): 3 clusters
  Score: Raw -917163.876360 + Penalty 2925.317344 = -914238.559015
  nChanged 536
		SP:Iteration 2F (62930.740000 sec): 3 clusters
  Score: Raw -917431.562049 + Penalty 2925.317344 = -914506.244705
  nChanged 416
		SP:Iteration 3F (62930.960000 sec): 3 clusters
  Score: Raw -917614.238998 + Penalty 2925.317344 = -914688.921653
  nChanged 328
		SP:Iteration 4Q (62931.170000 sec): 3 clusters
  Score: Raw -917755.402403 + Penalty 2925.317344 = -914830.085059
  nChanged 297
		SP:Iteration 5Q (62931.410000 sec): 3 clusters
  Score: Raw -917888.286654 + Penalty 2925.317344 = -914962.969309
  nChanged 272
		SP:Iteration 6Q (62931.620000 sec): 3 clusters
  Score: Raw -918000.535609 + Penalty 2925.317344 = -915075.218265
  nChanged 261
		SP:Iteration 7Q (62931.850000 sec): 3 clusters
  Score: Raw -918088.632387 + Penalty 2925.317344 = -915163.315043
  nChanged 214
		SP:Iteration 8Q (62932.120000 sec): 3 clusters
  Score: Raw -918157.447096 + Penalty 2925.317344 = -915232.129752
  nChanged 168
		SP:Iteration 9Q (62932.300000 sec): 3 clusters
  Score: Raw -918211.813402 + Penalty 2925.317344 = -915286.496058
  nChanged 171
		SP:Iteration 10Q (62932.500000 sec): 3 clusters
  Score: Raw -918264.446897 + Penalty 2925.317344 = -915339.129553
  nChanged 165
		SP:Iteration 11Q (62932.670000 sec): 3 clusters
  Score: Raw -918316.939026 + Penalty 2925.317344 = -915391.621682
  nChanged 152
		SP:Iteration 12Q (62932.880000 sec): 3 clusters
  Score: Raw -918366.867077 + Penalty 2925.317344 = -915441.549733
  nChanged 160
		SP:Iteration 13Q (62933.090000 sec): 3 clusters
  Score: Raw -918423.639899 + Penalty 2925.317344 = -915498.322554
  nChanged 158
		SP:Iteration 14Q (62933.290000 sec): 3 clusters
  Score: Raw -918478.571321 + Penalty 2925.317344 = -915553.253977
  nChanged 157
		SP:Iteration 15Q (62933.500000 sec): 3 clusters
  Score: Raw -918536.942524 + Penalty 2925.317344 = -915611.625180
  nChanged 162
		SP:Iteration 16Q (62933.690000 sec): 3 clusters
  Score: Raw -918597.206892 + Penalty 2925.317344 = -915671.889548
  nChanged 149
		SP:Iteration 17Q (62933.920000 sec): 3 clusters
  Score: Raw -918649.985253 + Penalty 2925.317344 = -915724.667909
  nChanged 147
		SP:Iteration 18Q (62934.130000 sec): 3 clusters
  Score: Raw -918708.000460 + Penalty 2925.317344 = -915782.683115
  nChanged 140
		SP:Iteration 19Q (62934.300000 sec): 3 clusters
  Score: Raw -918758.650663 + Penalty 2925.317344 = -915833.333319
  nChanged 131
		SP:Iteration 20F (62934.480000 sec): 3 clusters
  Score: Raw -918796.173102 + Penalty 2925.317344 = -915870.855758
  nChanged 97
		SP:Iteration 21Q (62934.670000 sec): 3 clusters
  Score: Raw -918822.019786 + Penalty 2925.317344 = -915896.702441
  nChanged 92
		SP:Iteration 22Q (62934.830000 sec): 3 clusters
  Score: Raw -918848.326133 + Penalty 2925.317344 = -915923.008789
  nChanged 94
		SP:Iteration 23Q (62935.030000 sec): 3 clusters
  Score: Raw -918877.693264 + Penalty 2925.317344 = -915952.375920
  nChanged 91
		SP:Iteration 24Q (62935.220000 sec): 3 clusters
  Score: Raw -918903.915065 + Penalty 2925.317344 = -915978.597721
  nChanged 83
		SP:Iteration 25Q (62935.390000 sec): 3 clusters
  Score: Raw -918924.985188 + Penalty 2925.317344 = -915999.667844
  nChanged 77
		SP:Iteration 26Q (62935.600000 sec): 3 clusters
  Score: Raw -918944.249256 + Penalty 2925.317344 = -916018.931912
  nChanged 73
		SP:Iteration 27Q (62935.820000 sec): 3 clusters
  Score: Raw -918961.543797 + Penalty 2925.317344 = -916036.226453
  nChanged 73
		SP:Iteration 28Q (62936.020000 sec): 3 clusters
  Score: Raw -918980.187364 + Penalty 2925.317344 = -916054.870020
  nChanged 66
		SP:Iteration 29Q (62936.260000 sec): 3 clusters
  Score: Raw -918995.144499 + Penalty 2925.317344 = -916069.827155
  nChanged 66
		SP:Iteration 30Q (62936.460000 sec): 3 clusters
  Score: Raw -919007.185934 + Penalty 2925.317344 = -916081.868590
  nChanged 59
		SP:Iteration 31Q (62936.690000 sec): 3 clusters
  Score: Raw -919021.714579 + Penalty 2925.317344 = -916096.397234
  nChanged 72
		SP:Iteration 32Q (62936.900000 sec): 3 clusters
  Score: Raw -919041.082279 + Penalty 2925.317344 = -916115.764935
  nChanged 72
		SP:Iteration 33Q (62937.090000 sec): 3 clusters
  Score: Raw -919057.919176 + Penalty 2925.317344 = -916132.601832
  nChanged 74
		SP:Iteration 34Q (62937.320000 sec): 3 clusters
  Score: Raw -919073.733813 + Penalty 2925.317344 = -916148.416469
  nChanged 70
		SP:Iteration 35Q (62937.540000 sec): 3 clusters
  Score: Raw -919089.904619 + Penalty 2925.317344 = -916164.587275
  nChanged 58
		SP:Iteration 36Q (62937.760000 sec): 3 clusters
  Score: Raw -919104.410757 + Penalty 2925.317344 = -916179.093413
  nChanged 61
		SP:Iteration 37Q (62937.890000 sec): 3 clusters
  Score: Raw -919118.581591 + Penalty 2925.317344 = -916193.264247
  nChanged 61
		SP:Iteration 38Q (62938.130000 sec): 3 clusters
  Score: Raw -919135.365065 + Penalty 2925.317344 = -916210.047721
  nChanged 72
		SP:Iteration 39Q (62938.340000 sec): 3 clusters
  Score: Raw -919156.064123 + Penalty 2925.317344 = -916230.746779
  nChanged 67
		SP:Iteration 40F (62938.550000 sec): 3 clusters
  Score: Raw -919176.184011 + Penalty 2925.317344 = -916250.866667
  nChanged 80
		SP:Iteration 41Q (62938.720000 sec): 3 clusters
  Score: Raw -919202.118366 + Penalty 2925.317344 = -916276.801021
  nChanged 100
		SP:Iteration 42Q (62938.920000 sec): 3 clusters
  Score: Raw -919234.342049 + Penalty 2925.317344 = -916309.024705
  nChanged 89
		SP:Iteration 43Q (62939.140000 sec): 3 clusters
  Score: Raw -919259.886810 + Penalty 2925.317344 = -916334.569466
  nChanged 80
		SP:Iteration 44Q (62939.350000 sec): 3 clusters
  Score: Raw -919286.518234 + Penalty 2925.317344 = -916361.200890
  nChanged 91
		SP:Iteration 45Q (62939.520000 sec): 3 clusters
  Score: Raw -919314.211244 + Penalty 2925.317344 = -916388.893900
  nChanged 76
		SP:Iteration 46Q (62939.720000 sec): 3 clusters
  Score: Raw -919338.794991 + Penalty 2925.317344 = -916413.477646
  nChanged 69
		SP:Iteration 47Q (62939.950000 sec): 3 clusters
  Score: Raw -919358.953979 + Penalty 2925.317344 = -916433.636635
  nChanged 70
		SP:Iteration 48Q (62940.140000 sec): 3 clusters
  Score: Raw -919381.169409 + Penalty 2925.317344 = -916455.852065
  nChanged 66
		SP:Iteration 49Q (62940.340000 sec): 3 clusters
  Score: Raw -919404.113633 + Penalty 2925.317344 = -916478.796289
  nChanged 75
		SP:Iteration 50Q (62940.510000 sec): 3 clusters
  Score: Raw -919429.318352 + Penalty 2925.317344 = -916504.001008
  nChanged 70
		SP:Iteration 51Q (62940.710000 sec): 3 clusters
  Score: Raw -919451.337204 + Penalty 2925.317344 = -916526.019860
  nChanged 65
		SP:Iteration 52Q (62940.980000 sec): 3 clusters
  Score: Raw -919472.074760 + Penalty 2925.317344 = -916546.757415
  nChanged 65
		SP:Iteration 53Q (62941.190000 sec): 3 clusters
  Score: Raw -919494.365448 + Penalty 2925.317344 = -916569.048104
  nChanged 60
		SP:Iteration 54Q (62941.350000 sec): 3 clusters
  Score: Raw -919514.096482 + Penalty 2925.317344 = -916588.779137
  nChanged 64
		SP:Iteration 55Q (62941.530000 sec): 3 clusters
  Score: Raw -919536.829654 + Penalty 2925.317344 = -916611.512309
  nChanged 70
		SP:Iteration 56Q (62941.750000 sec): 3 clusters
  Score: Raw -919565.876644 + Penalty 2925.317344 = -916640.559300
  nChanged 67
		SP:Iteration 57Q (62941.930000 sec): 3 clusters
  Score: Raw -919591.130895 + Penalty 2925.317344 = -916665.813551
  nChanged 52
		SP:Iteration 58Q (62942.130000 sec): 3 clusters
  Score: Raw -919609.423916 + Penalty 2925.317344 = -916684.106572
  nChanged 47
		SP:Iteration 59Q (62942.310000 sec): 3 clusters
  Score: Raw -919625.026859 + Penalty 2925.317344 = -916699.709515
  nChanged 35
		SP:Iteration 60F (62942.540000 sec): 3 clusters
  Score: Raw -919636.158285 + Penalty 2925.317344 = -916710.840941
  nChanged 37
		SP:Iteration 61Q (62942.760000 sec): 3 clusters
  Score: Raw -919647.277156 + Penalty 2925.317344 = -916721.959812
  nChanged 40
		SP:Iteration 62Q (62942.990000 sec): 3 clusters
  Score: Raw -919659.217971 + Penalty 2925.317344 = -916733.900627
  nChanged 52
		SP:Iteration 63Q (62943.210000 sec): 3 clusters
  Score: Raw -919678.718166 + Penalty 2925.317344 = -916753.400822
  nChanged 57
		SP:Iteration 64Q (62943.430000 sec): 3 clusters
  Score: Raw -919704.189805 + Penalty 2925.317344 = -916778.872461
  nChanged 65
		SP:Iteration 65Q (62943.610000 sec): 3 clusters
  Score: Raw -919730.480233 + Penalty 2925.317344 = -916805.162889
  nChanged 65
		SP:Iteration 66Q (62943.790000 sec): 3 clusters
  Score: Raw -919757.907368 + Penalty 2925.317344 = -916832.590023
  nChanged 52
		SP:Iteration 67Q (62943.970000 sec): 3 clusters
  Score: Raw -919781.925606 + Penalty 2925.317344 = -916856.608261
  nChanged 55
		SP:Iteration 68Q (62944.180000 sec): 3 clusters
  Score: Raw -919811.856873 + Penalty 2925.317344 = -916886.539529
  nChanged 52
		SP:Iteration 69Q (62944.380000 sec): 3 clusters
  Score: Raw -919840.032931 + Penalty 2925.317344 = -916914.715586
  nChanged 51
		SP:Iteration 70Q (62944.510000 sec): 3 clusters
  Score: Raw -919863.523956 + Penalty 2925.317344 = -916938.206611
  nChanged 40
		SP:Iteration 71Q (62944.670000 sec): 3 clusters
  Score: Raw -919883.626744 + Penalty 2925.317344 = -916958.309400
  nChanged 31
		SP:Iteration 72Q (62944.860000 sec): 3 clusters
  Score: Raw -919900.389210 + Penalty 2925.317344 = -916975.071865
  nChanged 32
		SP:Iteration 73Q (62945.080000 sec): 3 clusters
  Score: Raw -919919.225925 + Penalty 2925.317344 = -916993.908581
  nChanged 27
		SP:Iteration 74Q (62945.280000 sec): 3 clusters
  Score: Raw -919935.309131 + Penalty 2925.317344 = -917009.991786
  nChanged 23
		SP:Iteration 75Q (62945.470000 sec): 3 clusters
  Score: Raw -919947.246988 + Penalty 2925.317344 = -917021.929644
  nChanged 19
		SP:Iteration 76Q (62945.680000 sec): 3 clusters
  Score: Raw -919955.400346 + Penalty 2925.317344 = -917030.083002
  nChanged 14
		SP:Iteration 77Q (62945.890000 sec): 3 clusters
  Score: Raw -919962.463586 + Penalty 2925.317344 = -917037.146242
  nChanged 13
		SP:Iteration 78Q (62946.100000 sec): 3 clusters
  Score: Raw -919968.558356 + Penalty 2925.317344 = -917043.241012
  nChanged 16
		SP:Iteration 79Q (62946.310000 sec): 3 clusters
  Score: Raw -919976.880510 + Penalty 2925.317344 = -917051.563166
  nChanged 8
		SP:Iteration 80F (62946.500000 sec): 3 clusters
  Score: Raw -919980.262908 + Penalty 2925.317344 = -917054.945564
  nChanged 9
		SP:Iteration 81Q (62946.660000 sec): 3 clusters
  Score: Raw -919984.290057 + Penalty 2925.317344 = -917058.972712
  nChanged 6
		SP:Iteration 82Q (62946.830000 sec): 3 clusters
  Score: Raw -919987.238123 + Penalty 2925.317344 = -917061.920778
  nChanged 8
		SP:Iteration 83Q (62947.050000 sec): 3 clusters
  Score: Raw -919991.620105 + Penalty 2925.317344 = -917066.302760
  nChanged 11
		SP:Iteration 84Q (62947.260000 sec): 3 clusters
  Score: Raw -919997.390088 + Penalty 2925.317344 = -917072.072744
  nChanged 9
		SP:Iteration 85Q (62947.420000 sec): 3 clusters
  Score: Raw -920001.100929 + Penalty 2925.317344 = -917075.783584
  nChanged 5
		SP:Iteration 86Q (62947.610000 sec): 3 clusters
  Score: Raw -920005.422230 + Penalty 2925.317344 = -917080.104886
  nChanged 9
		SP:Iteration 87Q (62947.800000 sec): 3 clusters
  Score: Raw -920010.583651 + Penalty 2925.317344 = -917085.266306
  nChanged 11
		SP:Iteration 88Q (62948.010000 sec): 3 clusters
  Score: Raw -920017.620651 + Penalty 2925.317344 = -917092.303307
  nChanged 5
		SP:Iteration 89Q (62948.210000 sec): 3 clusters
  Score: Raw -920019.404605 + Penalty 2925.317344 = -917094.087260
  nChanged 5
		SP:Iteration 90Q (62948.430000 sec): 3 clusters
  Score: Raw -920021.190079 + Penalty 2925.317344 = -917095.872734
  nChanged 4
		SP:Iteration 91Q (62948.590000 sec): 3 clusters
  Score: Raw -920023.182483 + Penalty 2925.317344 = -917097.865138
  nChanged 6
		SP:Iteration 92Q (62948.760000 sec): 3 clusters
  Score: Raw -920026.089590 + Penalty 2925.317344 = -917100.772245
  nChanged 5
		SP:Iteration 93Q (62948.940000 sec): 3 clusters
  Score: Raw -920028.319627 + Penalty 2925.317344 = -917103.002283
  nChanged 8
		SP:Iteration 94Q (62949.090000 sec): 3 clusters
  Score: Raw -920031.339757 + Penalty 2925.317344 = -917106.022413
  nChanged 1
		SP:Iteration 95Q (62949.270000 sec): 3 clusters
  Score: Raw -920031.818394 + Penalty 2925.317344 = -917106.501050
  nChanged 0
		SP:Iteration 96F (62949.430000 sec): 3 clusters
  Score: Raw -920031.818394 + Penalty 2925.317344 = -917106.501050
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62949.580000 sec): 2 clusters
  Score: Raw -1059010.815161 + Penalty 1488.499025 = -1057522.316136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62949.780000 sec): 3 clusters
  Score: Raw -1053718.792195 + Penalty 2976.998049 = -1050741.794146
  nChanged 4069
		SP:Iteration 1F (62949.950000 sec): 3 clusters
  Score: Raw -1055780.861480 + Penalty 2976.998049 = -1052803.863431
  nChanged 540
		SP:Iteration 2F (62950.200000 sec): 3 clusters
  Score: Raw -1056006.153365 + Penalty 2976.998049 = -1053029.155316
  nChanged 460
		SP:Iteration 3Q (62950.390000 sec): 3 clusters
  Score: Raw -1056203.138889 + Penalty 2976.998049 = -1053226.140840
  nChanged 437
		SP:Iteration 4Q (62950.600000 sec): 3 clusters
  Score: Raw -1056371.632656 + Penalty 2976.998049 = -1053394.634607
  nChanged 361
		SP:Iteration 5Q (62950.740000 sec): 3 clusters
  Score: Raw -1056503.543781 + Penalty 2976.998049 = -1053526.545732
  nChanged 313
		SP:Iteration 6Q (62950.990000 sec): 3 clusters
  Score: Raw -1056608.001855 + Penalty 2976.998049 = -1053631.003806
  nChanged 269
		SP:Iteration 7Q (62951.200000 sec): 3 clusters
  Score: Raw -1056707.252620 + Penalty 2976.998049 = -1053730.254571
  nChanged 267
		SP:Iteration 8Q (62951.390000 sec): 3 clusters
  Score: Raw -1056800.494605 + Penalty 2976.998049 = -1053823.496556
  nChanged 271
		SP:Iteration 9Q (62951.610000 sec): 3 clusters
  Score: Raw -1056913.707745 + Penalty 2976.998049 = -1053936.709695
  nChanged 288
		SP:Iteration 10Q (62951.830000 sec): 3 clusters
  Score: Raw -1057034.983652 + Penalty 2976.998049 = -1054057.985603
  nChanged 264
		SP:Iteration 11Q (62952.050000 sec): 3 clusters
  Score: Raw -1057173.803255 + Penalty 2976.998049 = -1054196.805206
  nChanged 307
		SP:Iteration 12Q (62952.280000 sec): 3 clusters
  Score: Raw -1057342.016465 + Penalty 2976.998049 = -1054365.018416
  nChanged 336
		SP:Iteration 13Q (62952.490000 sec): 3 clusters
  Score: Raw -1057544.637806 + Penalty 2976.998049 = -1054567.639757
  nChanged 337
		SP:Iteration 14Q (62952.700000 sec): 3 clusters
  Score: Raw -1057768.368633 + Penalty 2976.998049 = -1054791.370584
  nChanged 334
		SP:Iteration 15Q (62952.960000 sec): 3 clusters
  Score: Raw -1057986.775988 + Penalty 2976.998049 = -1055009.777939
  nChanged 320
		SP:Iteration 16Q (62953.160000 sec): 3 clusters
  Score: Raw -1058216.967267 + Penalty 2976.998049 = -1055239.969218
  nChanged 290
		SP:Iteration 17Q (62953.400000 sec): 3 clusters
  Score: Raw -1058421.271378 + Penalty 2976.998049 = -1055444.273329
  nChanged 235
		SP:Iteration 18Q (62953.610000 sec): 3 clusters
  Score: Raw -1058590.483480 + Penalty 2976.998049 = -1055613.485431
  nChanged 206
		SP:Iteration 19Q (62953.810000 sec): 3 clusters
  Score: Raw -1058745.310012 + Penalty 2976.998049 = -1055768.311963
  nChanged 154
		SP:Iteration 20F (62954.030000 sec): 3 clusters
  Score: Raw -1058863.335675 + Penalty 2976.998049 = -1055886.337626
  nChanged 140
		SP:Iteration 21Q (62954.190000 sec): 3 clusters
  Score: Raw -1058985.177742 + Penalty 2976.998049 = -1056008.179693
  nChanged 114
		SP:Iteration 22Q (62954.420000 sec): 3 clusters
  Score: Raw -1059093.675098 + Penalty 2976.998049 = -1056116.677049
  nChanged 81
		SP:Iteration 23Q (62954.650000 sec): 3 clusters
  Score: Raw -1059159.933062 + Penalty 2976.998049 = -1056182.935013
  nChanged 61
		SP:Iteration 24Q (62954.850000 sec): 3 clusters
  Score: Raw -1059206.078596 + Penalty 2976.998049 = -1056229.080547
  nChanged 49
		SP:Iteration 25Q (62955.080000 sec): 3 clusters
  Score: Raw -1059243.541691 + Penalty 2976.998049 = -1056266.543642
  nChanged 41
		SP:Iteration 26Q (62955.270000 sec): 3 clusters
  Score: Raw -1059269.694835 + Penalty 2976.998049 = -1056292.696786
  nChanged 25
		SP:Iteration 27Q (62955.490000 sec): 3 clusters
  Score: Raw -1059283.653757 + Penalty 2976.998049 = -1056306.655708
  nChanged 16
		SP:Iteration 28Q (62955.730000 sec): 3 clusters
  Score: Raw -1059293.481933 + Penalty 2976.998049 = -1056316.483884
  nChanged 9
		SP:Iteration 29Q (62955.960000 sec): 3 clusters
  Score: Raw -1059297.242906 + Penalty 2976.998049 = -1056320.244857
  nChanged 8
		SP:Iteration 30Q (62956.180000 sec): 3 clusters
  Score: Raw -1059300.261382 + Penalty 2976.998049 = -1056323.263333
  nChanged 5
		SP:Iteration 31Q (62956.380000 sec): 3 clusters
  Score: Raw -1059302.601551 + Penalty 2976.998049 = -1056325.603502
  nChanged 4
		SP:Iteration 32Q (62956.500000 sec): 3 clusters
  Score: Raw -1059305.217238 + Penalty 2976.998049 = -1056328.219189
  nChanged 5
		SP:Iteration 33Q (62956.740000 sec): 3 clusters
  Score: Raw -1059306.947656 + Penalty 2976.998049 = -1056329.949606
  nChanged 6
		SP:Iteration 34Q (62956.910000 sec): 3 clusters
  Score: Raw -1059308.745475 + Penalty 2976.998049 = -1056331.747426
  nChanged 6
		SP:Iteration 35Q (62957.070000 sec): 3 clusters
  Score: Raw -1059311.720337 + Penalty 2976.998049 = -1056334.722287
  nChanged 10
		SP:Iteration 36Q (62957.250000 sec): 3 clusters
  Score: Raw -1059316.692538 + Penalty 2976.998049 = -1056339.694488
  nChanged 6
		SP:Iteration 37Q (62957.440000 sec): 3 clusters
  Score: Raw -1059320.509072 + Penalty 2976.998049 = -1056343.511023
  nChanged 9
		SP:Iteration 38Q (62957.600000 sec): 3 clusters
  Score: Raw -1059325.428760 + Penalty 2976.998049 = -1056348.430710
  nChanged 9
		SP:Iteration 39Q (62957.810000 sec): 3 clusters
  Score: Raw -1059329.452184 + Penalty 2976.998049 = -1056352.454135
  nChanged 4
		SP:Iteration 40F (62957.990000 sec): 3 clusters
  Score: Raw -1059331.085373 + Penalty 2976.998049 = -1056354.087324
  nChanged 5
		SP:Iteration 41Q (62958.170000 sec): 3 clusters
  Score: Raw -1059333.380594 + Penalty 2976.998049 = -1056356.382545
  nChanged 2
		SP:Iteration 42Q (62958.400000 sec): 3 clusters
  Score: Raw -1059333.805783 + Penalty 2976.998049 = -1056356.807733
  nChanged 0
		SP:Iteration 43F (62958.590000 sec): 3 clusters
  Score: Raw -1059333.805783 + Penalty 2976.998049 = -1056356.807733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62958.740000 sec): 2 clusters
  Score: Raw -1252260.950999 + Penalty 1515.096222 = -1250745.854777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62959.010000 sec): 3 clusters
  Score: Raw -1245820.398227 + Penalty 3030.192444 = -1242790.205783
  nChanged 4868
		SP:Iteration 1F (62959.240000 sec): 3 clusters
  Score: Raw -1248421.550998 + Penalty 3030.192444 = -1245391.358555
  nChanged 623
		SP:Iteration 2F (62959.470000 sec): 3 clusters
  Score: Raw -1248639.013831 + Penalty 3030.192444 = -1245608.821388
  nChanged 488
		SP:Iteration 3Q (62959.690000 sec): 3 clusters
  Score: Raw -1248798.083740 + Penalty 3030.192444 = -1245767.891296
  nChanged 403
		SP:Iteration 4Q (62959.930000 sec): 3 clusters
  Score: Raw -1248914.008554 + Penalty 3030.192444 = -1245883.816110
  nChanged 345
		SP:Iteration 5Q (62960.150000 sec): 3 clusters
  Score: Raw -1249022.663142 + Penalty 3030.192444 = -1245992.470698
  nChanged 333
		SP:Iteration 6Q (62960.370000 sec): 3 clusters
  Score: Raw -1249122.298349 + Penalty 3030.192444 = -1246092.105906
  nChanged 303
		SP:Iteration 7Q (62960.630000 sec): 3 clusters
  Score: Raw -1249216.156683 + Penalty 3030.192444 = -1246185.964240
  nChanged 286
		SP:Iteration 8Q (62960.890000 sec): 3 clusters
  Score: Raw -1249307.966559 + Penalty 3030.192444 = -1246277.774116
  nChanged 303
		SP:Iteration 9Q (62961.090000 sec): 3 clusters
  Score: Raw -1249406.928793 + Penalty 3030.192444 = -1246376.736349
  nChanged 306
		SP:Iteration 10Q (62961.320000 sec): 3 clusters
  Score: Raw -1249515.953523 + Penalty 3030.192444 = -1246485.761079
  nChanged 343
		SP:Iteration 11Q (62961.500000 sec): 3 clusters
  Score: Raw -1249651.415605 + Penalty 3030.192444 = -1246621.223161
  nChanged 394
		SP:Iteration 12Q (62961.740000 sec): 3 clusters
  Score: Raw -1249827.278231 + Penalty 3030.192444 = -1246797.085788
  nChanged 430
		SP:Iteration 13Q (62961.960000 sec): 3 clusters
  Score: Raw -1250057.934588 + Penalty 3030.192444 = -1247027.742144
  nChanged 482
		SP:Iteration 14Q (62962.250000 sec): 3 clusters
  Score: Raw -1250336.911992 + Penalty 3030.192444 = -1247306.719548
  nChanged 488
		SP:Iteration 15Q (62962.500000 sec): 3 clusters
  Score: Raw -1250623.025493 + Penalty 3030.192444 = -1247592.833049
  nChanged 469
		SP:Iteration 16Q (62962.690000 sec): 3 clusters
  Score: Raw -1250938.329593 + Penalty 3030.192444 = -1247908.137149
  nChanged 441
		SP:Iteration 17Q (62962.930000 sec): 3 clusters
  Score: Raw -1251267.555299 + Penalty 3030.192444 = -1248237.362855
  nChanged 366
		SP:Iteration 18Q (62963.170000 sec): 3 clusters
  Score: Raw -1251567.392344 + Penalty 3030.192444 = -1248537.199901
  nChanged 304
		SP:Iteration 19Q (62963.390000 sec): 3 clusters
  Score: Raw -1251825.353207 + Penalty 3030.192444 = -1248795.160763
  nChanged 250
		SP:Iteration 20F (62963.620000 sec): 3 clusters
  Score: Raw -1252036.066053 + Penalty 3030.192444 = -1249005.873609
  nChanged 176
		SP:Iteration 21Q (62963.820000 sec): 3 clusters
  Score: Raw -1252167.707716 + Penalty 3030.192444 = -1249137.515273
  nChanged 136
		SP:Iteration 22Q (62964.060000 sec): 3 clusters
  Score: Raw -1252273.887615 + Penalty 3030.192444 = -1249243.695171
  nChanged 107
		SP:Iteration 23Q (62964.280000 sec): 3 clusters
  Score: Raw -1252377.126360 + Penalty 3030.192444 = -1249346.933916
  nChanged 83
		SP:Iteration 24Q (62964.500000 sec): 3 clusters
  Score: Raw -1252439.393797 + Penalty 3030.192444 = -1249409.201353
  nChanged 51
		SP:Iteration 25Q (62964.690000 sec): 3 clusters
  Score: Raw -1252479.710860 + Penalty 3030.192444 = -1249449.518416
  nChanged 38
		SP:Iteration 26Q (62964.890000 sec): 3 clusters
  Score: Raw -1252519.039639 + Penalty 3030.192444 = -1249488.847195
  nChanged 40
		SP:Iteration 27Q (62965.130000 sec): 3 clusters
  Score: Raw -1252563.700248 + Penalty 3030.192444 = -1249533.507804
  nChanged 19
		SP:Iteration 28Q (62965.380000 sec): 3 clusters
  Score: Raw -1252586.324386 + Penalty 3030.192444 = -1249556.131943
  nChanged 28
		SP:Iteration 29Q (62965.570000 sec): 3 clusters
  Score: Raw -1252617.694338 + Penalty 3030.192444 = -1249587.501894
  nChanged 20
		SP:Iteration 30Q (62965.770000 sec): 3 clusters
  Score: Raw -1252633.791372 + Penalty 3030.192444 = -1249603.598929
  nChanged 17
		SP:Iteration 31Q (62966.000000 sec): 3 clusters
  Score: Raw -1252647.222527 + Penalty 3030.192444 = -1249617.030083
  nChanged 12
		SP:Iteration 32Q (62966.180000 sec): 3 clusters
  Score: Raw -1252656.549009 + Penalty 3030.192444 = -1249626.356565
  nChanged 10
		SP:Iteration 33Q (62966.410000 sec): 3 clusters
  Score: Raw -1252661.686892 + Penalty 3030.192444 = -1249631.494449
  nChanged 7
		SP:Iteration 34Q (62966.640000 sec): 3 clusters
  Score: Raw -1252664.364802 + Penalty 3030.192444 = -1249634.172358
  nChanged 3
		SP:Iteration 35Q (62966.880000 sec): 3 clusters
  Score: Raw -1252667.999567 + Penalty 3030.192444 = -1249637.807123
  nChanged 3
		SP:Iteration 36Q (62967.060000 sec): 3 clusters
  Score: Raw -1252669.574289 + Penalty 3030.192444 = -1249639.381845
  nChanged 1
		SP:Iteration 37Q (62967.260000 sec): 3 clusters
  Score: Raw -1252670.906222 + Penalty 3030.192444 = -1249640.713779
  nChanged 4
		SP:Iteration 38Q (62967.460000 sec): 3 clusters
  Score: Raw -1252673.050385 + Penalty 3030.192444 = -1249642.857941
  nChanged 3
		SP:Iteration 39Q (62967.720000 sec): 3 clusters
  Score: Raw -1252674.823098 + Penalty 3030.192444 = -1249644.630655
  nChanged 1
		SP:Iteration 40F (62967.930000 sec): 3 clusters
  Score: Raw -1252674.978732 + Penalty 3030.192444 = -1249644.786288
  nChanged 2
		SP:Iteration 41Q (62968.170000 sec): 3 clusters
  Score: Raw -1252675.436737 + Penalty 3030.192444 = -1249645.244293
  nChanged 1
		SP:Iteration 42Q (62968.380000 sec): 3 clusters
  Score: Raw -1252675.701462 + Penalty 3030.192444 = -1249645.509019
  nChanged 0
		SP:Iteration 43F (62968.630000 sec): 3 clusters
  Score: Raw -1252675.701462 + Penalty 3030.192444 = -1249645.509019
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62968.730000 sec): 2 clusters
  Score: Raw -920493.653697 + Penalty 1468.076826 = -919025.576871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62968.960000 sec): 3 clusters
  Score: Raw -915810.146966 + Penalty 2936.153652 = -912873.993314
  nChanged 3573
		SP:Iteration 1F (62969.080000 sec): 3 clusters
  Score: Raw -917812.353946 + Penalty 2936.153652 = -914876.200295
  nChanged 509
		SP:Iteration 2F (62969.280000 sec): 3 clusters
  Score: Raw -918043.567210 + Penalty 2936.153652 = -915107.413559
  nChanged 412
		SP:Iteration 3Q (62969.420000 sec): 3 clusters
  Score: Raw -918259.974113 + Penalty 2936.153652 = -915323.820462
  nChanged 396
		SP:Iteration 4Q (62969.680000 sec): 3 clusters
  Score: Raw -918491.367146 + Penalty 2936.153652 = -915555.213494
  nChanged 433
		SP:Iteration 5F (62969.880000 sec): 3 clusters
  Score: Raw -918784.368687 + Penalty 2936.153652 = -915848.215036
  nChanged 439
		SP:Iteration 6F (62970.090000 sec): 3 clusters
  Score: Raw -919081.937589 + Penalty 2936.153652 = -916145.783937
  nChanged 444
		SP:Iteration 7F (62970.300000 sec): 3 clusters
  Score: Raw -919375.939763 + Penalty 2936.153652 = -916439.786112
  nChanged 393
		SP:Iteration 8Q (62970.490000 sec): 3 clusters
  Score: Raw -919635.368471 + Penalty 2936.153652 = -916699.214820
  nChanged 339
		SP:Iteration 9Q (62970.710000 sec): 3 clusters
  Score: Raw -919833.645951 + Penalty 2936.153652 = -916897.492300
  nChanged 289
		SP:Iteration 10Q (62970.950000 sec): 3 clusters
  Score: Raw -919990.055234 + Penalty 2936.153652 = -917053.901582
  nChanged 222
		SP:Iteration 11Q (62971.130000 sec): 3 clusters
  Score: Raw -920108.702816 + Penalty 2936.153652 = -917172.549164
  nChanged 199
		SP:Iteration 12Q (62971.350000 sec): 3 clusters
  Score: Raw -920195.837505 + Penalty 2936.153652 = -917259.683853
  nChanged 145
		SP:Iteration 13Q (62971.550000 sec): 3 clusters
  Score: Raw -920253.121932 + Penalty 2936.153652 = -917316.968280
  nChanged 114
		SP:Iteration 14Q (62971.800000 sec): 3 clusters
  Score: Raw -920289.372881 + Penalty 2936.153652 = -917353.219230
  nChanged 92
		SP:Iteration 15Q (62971.960000 sec): 3 clusters
  Score: Raw -920324.567421 + Penalty 2936.153652 = -917388.413770
  nChanged 82
		SP:Iteration 16Q (62972.220000 sec): 3 clusters
  Score: Raw -920352.261752 + Penalty 2936.153652 = -917416.108101
  nChanged 72
		SP:Iteration 17Q (62972.400000 sec): 3 clusters
  Score: Raw -920375.675561 + Penalty 2936.153652 = -917439.521909
  nChanged 62
		SP:Iteration 18Q (62972.570000 sec): 3 clusters
  Score: Raw -920396.422832 + Penalty 2936.153652 = -917460.269180
  nChanged 68
		SP:Iteration 19Q (62972.780000 sec): 3 clusters
  Score: Raw -920421.902176 + Penalty 2936.153652 = -917485.748524
  nChanged 71
		SP:Iteration 20F (62973.000000 sec): 3 clusters
  Score: Raw -920448.116103 + Penalty 2936.153652 = -917511.962452
  nChanged 73
		SP:Iteration 21Q (62973.240000 sec): 3 clusters
  Score: Raw -920474.204165 + Penalty 2936.153652 = -917538.050513
  nChanged 67
		SP:Iteration 22Q (62973.400000 sec): 3 clusters
  Score: Raw -920498.621865 + Penalty 2936.153652 = -917562.468214
  nChanged 80
		SP:Iteration 23Q (62973.600000 sec): 3 clusters
  Score: Raw -920542.447699 + Penalty 2936.153652 = -917606.294047
  nChanged 84
		SP:Iteration 24Q (62973.800000 sec): 3 clusters
  Score: Raw -920582.893876 + Penalty 2936.153652 = -917646.740225
  nChanged 71
		SP:Iteration 25Q (62974.050000 sec): 3 clusters
  Score: Raw -920609.677770 + Penalty 2936.153652 = -917673.524118
  nChanged 69
		SP:Iteration 26Q (62974.230000 sec): 3 clusters
  Score: Raw -920631.373547 + Penalty 2936.153652 = -917695.219896
  nChanged 57
		SP:Iteration 27Q (62974.460000 sec): 3 clusters
  Score: Raw -920652.733137 + Penalty 2936.153652 = -917716.579485
  nChanged 53
		SP:Iteration 28Q (62974.660000 sec): 3 clusters
  Score: Raw -920674.195947 + Penalty 2936.153652 = -917738.042295
  nChanged 49
		SP:Iteration 29Q (62974.900000 sec): 3 clusters
  Score: Raw -920691.812743 + Penalty 2936.153652 = -917755.659092
  nChanged 43
		SP:Iteration 30Q (62975.080000 sec): 3 clusters
  Score: Raw -920705.537860 + Penalty 2936.153652 = -917769.384208
  nChanged 36
		SP:Iteration 31Q (62975.300000 sec): 3 clusters
  Score: Raw -920721.386637 + Penalty 2936.153652 = -917785.232985
  nChanged 49
		SP:Iteration 32Q (62975.530000 sec): 3 clusters
  Score: Raw -920739.219845 + Penalty 2936.153652 = -917803.066193
  nChanged 46
		SP:Iteration 33Q (62975.760000 sec): 3 clusters
  Score: Raw -920753.594953 + Penalty 2936.153652 = -917817.441302
  nChanged 39
		SP:Iteration 34Q (62975.980000 sec): 3 clusters
  Score: Raw -920765.074400 + Penalty 2936.153652 = -917828.920748
  nChanged 29
		SP:Iteration 35Q (62976.190000 sec): 3 clusters
  Score: Raw -920772.198508 + Penalty 2936.153652 = -917836.044857
  nChanged 26
		SP:Iteration 36Q (62976.440000 sec): 3 clusters
  Score: Raw -920779.008368 + Penalty 2936.153652 = -917842.854716
  nChanged 20
		SP:Iteration 37Q (62976.670000 sec): 3 clusters
  Score: Raw -920783.652868 + Penalty 2936.153652 = -917847.499217
  nChanged 17
		SP:Iteration 38Q (62976.890000 sec): 3 clusters
  Score: Raw -920787.678316 + Penalty 2936.153652 = -917851.524664
  nChanged 12
		SP:Iteration 39Q (62977.070000 sec): 3 clusters
  Score: Raw -920790.299777 + Penalty 2936.153652 = -917854.146125
  nChanged 14
		SP:Iteration 40F (62977.270000 sec): 3 clusters
  Score: Raw -920793.481405 + Penalty 2936.153652 = -917857.327754
  nChanged 9
		SP:Iteration 41Q (62977.490000 sec): 3 clusters
  Score: Raw -920795.874226 + Penalty 2936.153652 = -917859.720575
  nChanged 8
		SP:Iteration 42Q (62977.650000 sec): 3 clusters
  Score: Raw -920798.017989 + Penalty 2936.153652 = -917861.864337
  nChanged 10
		SP:Iteration 43Q (62977.890000 sec): 3 clusters
  Score: Raw -920800.175477 + Penalty 2936.153652 = -917864.021826
  nChanged 8
		SP:Iteration 44Q (62978.090000 sec): 3 clusters
  Score: Raw -920802.101439 + Penalty 2936.153652 = -917865.947788
  nChanged 8
		SP:Iteration 45Q (62978.300000 sec): 3 clusters
  Score: Raw -920803.651207 + Penalty 2936.153652 = -917867.497556
  nChanged 5
		SP:Iteration 46Q (62978.550000 sec): 3 clusters
  Score: Raw -920804.647757 + Penalty 2936.153652 = -917868.494105
  nChanged 4
		SP:Iteration 47Q (62978.750000 sec): 3 clusters
  Score: Raw -920805.839045 + Penalty 2936.153652 = -917869.685394
  nChanged 4
		SP:Iteration 48Q (62978.950000 sec): 3 clusters
  Score: Raw -920806.659736 + Penalty 2936.153652 = -917870.506085
  nChanged 6
		SP:Iteration 49Q (62979.210000 sec): 3 clusters
  Score: Raw -920808.434715 + Penalty 2936.153652 = -917872.281064
  nChanged 5
		SP:Iteration 50Q (62979.390000 sec): 3 clusters
  Score: Raw -920809.909781 + Penalty 2936.153652 = -917873.756130
  nChanged 9
		SP:Iteration 51Q (62979.580000 sec): 3 clusters
  Score: Raw -920812.037268 + Penalty 2936.153652 = -917875.883617
  nChanged 6
		SP:Iteration 52Q (62979.750000 sec): 3 clusters
  Score: Raw -920813.309505 + Penalty 2936.153652 = -917877.155853
  nChanged 2
		SP:Iteration 53Q (62979.930000 sec): 3 clusters
  Score: Raw -920813.579639 + Penalty 2936.153652 = -917877.425987
  nChanged 2
		SP:Iteration 54Q (62980.090000 sec): 3 clusters
  Score: Raw -920813.792356 + Penalty 2936.153652 = -917877.638705
  nChanged 0
		SP:Iteration 55F (62980.270000 sec): 3 clusters
  Score: Raw -920813.792356 + Penalty 2936.153652 = -917877.638705
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62980.370000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62980.590000 sec): 3 clusters
  Score: Raw -639610.805235 + Penalty 2822.320359 = -636788.484875
  nChanged 2410
		SP:Iteration 1F (62980.770000 sec): 3 clusters
  Score: Raw -640888.713133 + Penalty 2822.320359 = -638066.392774
  nChanged 426
		SP:Iteration 2F (62980.970000 sec): 3 clusters
  Score: Raw -641170.217997 + Penalty 2822.320359 = -638347.897638
  nChanged 426
		SP:Iteration 3F (62981.130000 sec): 3 clusters
  Score: Raw -641521.076321 + Penalty 2822.320359 = -638698.755961
  nChanged 446
		SP:Iteration 4F (62981.290000 sec): 3 clusters
  Score: Raw -641946.565768 + Penalty 2822.320359 = -639124.245408
  nChanged 441
		SP:Iteration 5F (62981.470000 sec): 3 clusters
  Score: Raw -642328.155466 + Penalty 2822.320359 = -639505.835107
  nChanged 366
		SP:Iteration 6F (62981.670000 sec): 3 clusters
  Score: Raw -642587.158279 + Penalty 2822.320359 = -639764.837919
  nChanged 270
		SP:Iteration 7Q (62981.890000 sec): 3 clusters
  Score: Raw -642752.226037 + Penalty 2822.320359 = -639929.905678
  nChanged 208
		SP:Iteration 8Q (62982.060000 sec): 3 clusters
  Score: Raw -642867.262356 + Penalty 2822.320359 = -640044.941997
  nChanged 184
		SP:Iteration 9Q (62982.250000 sec): 3 clusters
  Score: Raw -642957.121800 + Penalty 2822.320359 = -640134.801441
  nChanged 123
		SP:Iteration 10Q (62982.470000 sec): 3 clusters
  Score: Raw -643004.838159 + Penalty 2822.320359 = -640182.517799
  nChanged 85
		SP:Iteration 11Q (62982.670000 sec): 3 clusters
  Score: Raw -643028.296294 + Penalty 2822.320359 = -640205.975935
  nChanged 47
		SP:Iteration 12Q (62982.880000 sec): 3 clusters
  Score: Raw -643039.894261 + Penalty 2822.320359 = -640217.573901
  nChanged 35
		SP:Iteration 13Q (62983.060000 sec): 3 clusters
  Score: Raw -643048.562943 + Penalty 2822.320359 = -640226.242584
  nChanged 21
		SP:Iteration 14Q (62983.280000 sec): 3 clusters
  Score: Raw -643052.598505 + Penalty 2822.320359 = -640230.278146
  nChanged 18
		SP:Iteration 15Q (62983.460000 sec): 3 clusters
  Score: Raw -643056.377491 + Penalty 2822.320359 = -640234.057132
  nChanged 15
		SP:Iteration 16Q (62983.660000 sec): 3 clusters
  Score: Raw -643060.507085 + Penalty 2822.320359 = -640238.186725
  nChanged 18
		SP:Iteration 17Q (62983.800000 sec): 3 clusters
  Score: Raw -643064.457241 + Penalty 2822.320359 = -640242.136881
  nChanged 14
		SP:Iteration 18Q (62984.010000 sec): 3 clusters
  Score: Raw -643066.799479 + Penalty 2822.320359 = -640244.479120
  nChanged 8
		SP:Iteration 19Q (62984.190000 sec): 3 clusters
  Score: Raw -643067.901868 + Penalty 2822.320359 = -640245.581509
  nChanged 6
		SP:Iteration 20F (62984.380000 sec): 3 clusters
  Score: Raw -643069.119730 + Penalty 2822.320359 = -640246.799371
  nChanged 6
		SP:Iteration 21Q (62984.550000 sec): 3 clusters
  Score: Raw -643070.244535 + Penalty 2822.320359 = -640247.924176
  nChanged 4
		SP:Iteration 22Q (62984.770000 sec): 3 clusters
  Score: Raw -643071.014144 + Penalty 2822.320359 = -640248.693785
  nChanged 5
		SP:Iteration 23Q (62985.000000 sec): 3 clusters
  Score: Raw -643072.034022 + Penalty 2822.320359 = -640249.713663
  nChanged 9
		SP:Iteration 24Q (62985.200000 sec): 3 clusters
  Score: Raw -643073.729951 + Penalty 2822.320359 = -640251.409592
  nChanged 10
		SP:Iteration 25Q (62985.400000 sec): 3 clusters
  Score: Raw -643075.847689 + Penalty 2822.320359 = -640253.527330
  nChanged 7
		SP:Iteration 26Q (62985.570000 sec): 3 clusters
  Score: Raw -643077.061516 + Penalty 2822.320359 = -640254.741156
  nChanged 4
		SP:Iteration 27Q (62985.760000 sec): 3 clusters
  Score: Raw -643077.833217 + Penalty 2822.320359 = -640255.512858
  nChanged 6
		SP:Iteration 28Q (62985.920000 sec): 3 clusters
  Score: Raw -643078.985431 + Penalty 2822.320359 = -640256.665071
  nChanged 5
		SP:Iteration 29Q (62986.120000 sec): 3 clusters
  Score: Raw -643079.779196 + Penalty 2822.320359 = -640257.458837
  nChanged 4
		SP:Iteration 30Q (62986.330000 sec): 3 clusters
  Score: Raw -643080.496795 + Penalty 2822.320359 = -640258.176436
  nChanged 1
		SP:Iteration 31Q (62986.540000 sec): 3 clusters
  Score: Raw -643080.679838 + Penalty 2822.320359 = -640258.359479
  nChanged 3
		SP:Iteration 32Q (62986.710000 sec): 3 clusters
  Score: Raw -643081.318927 + Penalty 2822.320359 = -640258.998568
  nChanged 1
		SP:Iteration 33Q (62986.910000 sec): 3 clusters
  Score: Raw -643081.482899 + Penalty 2822.320359 = -640259.162540
  nChanged 1
		SP:Iteration 34Q (62987.090000 sec): 3 clusters
  Score: Raw -643081.706676 + Penalty 2822.320359 = -640259.386317
  nChanged 1
		SP:Iteration 35Q (62987.290000 sec): 3 clusters
  Score: Raw -643082.045497 + Penalty 2822.320359 = -640259.725138
  nChanged 2
		SP:Iteration 36Q (62987.520000 sec): 3 clusters
  Score: Raw -643082.378631 + Penalty 2822.320359 = -640260.058272
  nChanged 2
		SP:Iteration 37Q (62987.720000 sec): 3 clusters
  Score: Raw -643082.714111 + Penalty 2822.320359 = -640260.393751
  nChanged 3
		SP:Iteration 38Q (62987.880000 sec): 3 clusters
  Score: Raw -643083.146708 + Penalty 2822.320359 = -640260.826349
  nChanged 3
		SP:Iteration 39Q (62988.080000 sec): 3 clusters
  Score: Raw -643083.602016 + Penalty 2822.320359 = -640261.281657
  nChanged 3
		SP:Iteration 40F (62988.290000 sec): 3 clusters
  Score: Raw -643084.217261 + Penalty 2822.320359 = -640261.896902
  nChanged 3
		SP:Iteration 41Q (62988.480000 sec): 3 clusters
  Score: Raw -643084.600054 + Penalty 2822.320359 = -640262.279695
  nChanged 1
		SP:Iteration 42Q (62988.630000 sec): 3 clusters
  Score: Raw -643084.704948 + Penalty 2822.320359 = -640262.384588
  nChanged 4
		SP:Iteration 43Q (62988.800000 sec): 3 clusters
  Score: Raw -643085.193987 + Penalty 2822.320359 = -640262.873627
  nChanged 3
		SP:Iteration 44Q (62989.010000 sec): 3 clusters
  Score: Raw -643085.519587 + Penalty 2822.320359 = -640263.199228
  nChanged 2
		SP:Iteration 45Q (62989.180000 sec): 3 clusters
  Score: Raw -643085.844775 + Penalty 2822.320359 = -640263.524416
  nChanged 1
		SP:Iteration 46Q (62989.350000 sec): 3 clusters
  Score: Raw -643085.926071 + Penalty 2822.320359 = -640263.605711
  nChanged 0
		SP:Iteration 47F (62989.550000 sec): 3 clusters
  Score: Raw -643085.926071 + Penalty 2822.320359 = -640263.605711
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62989.690000 sec): 2 clusters
  Score: Raw -592826.132568 + Penalty 1394.856079 = -591431.276489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62989.890000 sec): 3 clusters
  Score: Raw -590000.162924 + Penalty 2789.712157 = -587210.450766
  nChanged 2179
		SP:Iteration 1F (62990.080000 sec): 3 clusters
  Score: Raw -591146.482033 + Penalty 2789.712157 = -588356.769876
  nChanged 397
		SP:Iteration 2F (62990.260000 sec): 3 clusters
  Score: Raw -591364.190717 + Penalty 2789.712157 = -588574.478559
  nChanged 302
		SP:Iteration 3F (62990.430000 sec): 3 clusters
  Score: Raw -591540.731965 + Penalty 2789.712157 = -588751.019807
  nChanged 274
		SP:Iteration 4F (62990.610000 sec): 3 clusters
  Score: Raw -591701.803931 + Penalty 2789.712157 = -588912.091774
  nChanged 257
		SP:Iteration 5Q (62990.800000 sec): 3 clusters
  Score: Raw -591846.042439 + Penalty 2789.712157 = -589056.330282
  nChanged 230
		SP:Iteration 6Q (62990.990000 sec): 3 clusters
  Score: Raw -591980.270203 + Penalty 2789.712157 = -589190.558045
  nChanged 222
		SP:Iteration 7Q (62991.240000 sec): 3 clusters
  Score: Raw -592091.733157 + Penalty 2789.712157 = -589302.020999
  nChanged 207
		SP:Iteration 8Q (62991.430000 sec): 3 clusters
  Score: Raw -592208.478349 + Penalty 2789.712157 = -589418.766192
  nChanged 194
		SP:Iteration 9Q (62991.590000 sec): 3 clusters
  Score: Raw -592312.507079 + Penalty 2789.712157 = -589522.794921
  nChanged 190
		SP:Iteration 10Q (62991.800000 sec): 3 clusters
  Score: Raw -592419.616405 + Penalty 2789.712157 = -589629.904248
  nChanged 193
		SP:Iteration 11Q (62991.970000 sec): 3 clusters
  Score: Raw -592535.424196 + Penalty 2789.712157 = -589745.712038
  nChanged 191
		SP:Iteration 12Q (62992.140000 sec): 3 clusters
  Score: Raw -592650.566424 + Penalty 2789.712157 = -589860.854266
  nChanged 148
		SP:Iteration 13Q (62992.310000 sec): 3 clusters
  Score: Raw -592723.006892 + Penalty 2789.712157 = -589933.294735
  nChanged 128
		SP:Iteration 14Q (62992.520000 sec): 3 clusters
  Score: Raw -592782.066463 + Penalty 2789.712157 = -589992.354306
  nChanged 93
		SP:Iteration 15Q (62992.700000 sec): 3 clusters
  Score: Raw -592820.747081 + Penalty 2789.712157 = -590031.034924
  nChanged 66
		SP:Iteration 16Q (62992.910000 sec): 3 clusters
  Score: Raw -592847.826180 + Penalty 2789.712157 = -590058.114022
  nChanged 46
		SP:Iteration 17Q (62993.100000 sec): 3 clusters
  Score: Raw -592866.257489 + Penalty 2789.712157 = -590076.545331
  nChanged 51
		SP:Iteration 18Q (62993.290000 sec): 3 clusters
  Score: Raw -592886.540520 + Penalty 2789.712157 = -590096.828363
  nChanged 33
		SP:Iteration 19Q (62993.460000 sec): 3 clusters
  Score: Raw -592895.797816 + Penalty 2789.712157 = -590106.085658
  nChanged 25
		SP:Iteration 20F (62993.650000 sec): 3 clusters
  Score: Raw -592903.920803 + Penalty 2789.712157 = -590114.208645
  nChanged 25
		SP:Iteration 21Q (62993.850000 sec): 3 clusters
  Score: Raw -592914.345200 + Penalty 2789.712157 = -590124.633042
  nChanged 29
		SP:Iteration 22Q (62994.040000 sec): 3 clusters
  Score: Raw -592926.621319 + Penalty 2789.712157 = -590136.909162
  nChanged 28
		SP:Iteration 23Q (62994.250000 sec): 3 clusters
  Score: Raw -592939.028137 + Penalty 2789.712157 = -590149.315979
  nChanged 31
		SP:Iteration 24Q (62994.390000 sec): 3 clusters
  Score: Raw -592952.006775 + Penalty 2789.712157 = -590162.294617
  nChanged 28
		SP:Iteration 25Q (62994.590000 sec): 3 clusters
  Score: Raw -592963.836470 + Penalty 2789.712157 = -590174.124312
  nChanged 28
		SP:Iteration 26Q (62994.740000 sec): 3 clusters
  Score: Raw -592973.843679 + Penalty 2789.712157 = -590184.131521
  nChanged 18
		SP:Iteration 27Q (62994.890000 sec): 3 clusters
  Score: Raw -592981.232039 + Penalty 2789.712157 = -590191.519881
  nChanged 19
		SP:Iteration 28Q (62995.100000 sec): 3 clusters
  Score: Raw -592987.565965 + Penalty 2789.712157 = -590197.853808
  nChanged 12
		SP:Iteration 29Q (62995.240000 sec): 3 clusters
  Score: Raw -592991.410522 + Penalty 2789.712157 = -590201.698364
  nChanged 14
		SP:Iteration 30Q (62995.430000 sec): 3 clusters
  Score: Raw -592995.912430 + Penalty 2789.712157 = -590206.200273
  nChanged 14
		SP:Iteration 31Q (62995.610000 sec): 3 clusters
  Score: Raw -593000.882818 + Penalty 2789.712157 = -590211.170660
  nChanged 13
		SP:Iteration 32Q (62995.820000 sec): 3 clusters
  Score: Raw -593006.413426 + Penalty 2789.712157 = -590216.701269
  nChanged 12
		SP:Iteration 33Q (62995.990000 sec): 3 clusters
  Score: Raw -593011.742381 + Penalty 2789.712157 = -590222.030224
  nChanged 14
		SP:Iteration 34Q (62996.200000 sec): 3 clusters
  Score: Raw -593017.262874 + Penalty 2789.712157 = -590227.550716
  nChanged 8
		SP:Iteration 35Q (62996.390000 sec): 3 clusters
  Score: Raw -593020.438958 + Penalty 2789.712157 = -590230.726800
  nChanged 6
		SP:Iteration 36Q (62996.600000 sec): 3 clusters
  Score: Raw -593022.397858 + Penalty 2789.712157 = -590232.685701
  nChanged 3
		SP:Iteration 37Q (62996.790000 sec): 3 clusters
  Score: Raw -593023.230425 + Penalty 2789.712157 = -590233.518268
  nChanged 3
		SP:Iteration 38Q (62996.950000 sec): 3 clusters
  Score: Raw -593023.933018 + Penalty 2789.712157 = -590234.220860
  nChanged 3
		SP:Iteration 39Q (62997.170000 sec): 3 clusters
  Score: Raw -593024.777108 + Penalty 2789.712157 = -590235.064951
  nChanged 2
		SP:Iteration 40F (62997.340000 sec): 3 clusters
  Score: Raw -593025.807763 + Penalty 2789.712157 = -590236.095605
  nChanged 3
		SP:Iteration 41Q (62997.580000 sec): 3 clusters
  Score: Raw -593027.063856 + Penalty 2789.712157 = -590237.351698
  nChanged 3
		SP:Iteration 42Q (62997.730000 sec): 3 clusters
  Score: Raw -593027.856872 + Penalty 2789.712157 = -590238.144715
  nChanged 4
		SP:Iteration 43Q (62997.910000 sec): 3 clusters
  Score: Raw -593028.727089 + Penalty 2789.712157 = -590239.014931
  nChanged 2
		SP:Iteration 44Q (62998.120000 sec): 3 clusters
  Score: Raw -593029.502872 + Penalty 2789.712157 = -590239.790714
  nChanged 3
		SP:Iteration 45Q (62998.310000 sec): 3 clusters
  Score: Raw -593030.328259 + Penalty 2789.712157 = -590240.616101
  nChanged 4
		SP:Iteration 46Q (62998.510000 sec): 3 clusters
  Score: Raw -593031.280572 + Penalty 2789.712157 = -590241.568415
  nChanged 3
		SP:Iteration 47Q (62998.700000 sec): 3 clusters
  Score: Raw -593031.810461 + Penalty 2789.712157 = -590242.098304
  nChanged 3
		SP:Iteration 48Q (62998.890000 sec): 3 clusters
  Score: Raw -593032.856469 + Penalty 2789.712157 = -590243.144312
  nChanged 3
		SP:Iteration 49Q (62999.080000 sec): 3 clusters
  Score: Raw -593033.540888 + Penalty 2789.712157 = -590243.828731
  nChanged 2
		SP:Iteration 50Q (62999.260000 sec): 3 clusters
  Score: Raw -593034.349605 + Penalty 2789.712157 = -590244.637448
  nChanged 2
		SP:Iteration 51Q (62999.470000 sec): 3 clusters
  Score: Raw -593035.226249 + Penalty 2789.712157 = -590245.514092
  nChanged 1
		SP:Iteration 52Q (62999.670000 sec): 3 clusters
  Score: Raw -593035.716617 + Penalty 2789.712157 = -590246.004459
  nChanged 4
		SP:Iteration 53Q (62999.850000 sec): 3 clusters
  Score: Raw -593036.763889 + Penalty 2789.712157 = -590247.051731
  nChanged 2
		SP:Iteration 54Q (62999.980000 sec): 3 clusters
  Score: Raw -593037.904900 + Penalty 2789.712157 = -590248.192742
  nChanged 2
		SP:Iteration 55Q (63000.150000 sec): 3 clusters
  Score: Raw -593038.811283 + Penalty 2789.712157 = -590249.099126
  nChanged 3
		SP:Iteration 56Q (63000.330000 sec): 3 clusters
  Score: Raw -593040.621068 + Penalty 2789.712157 = -590250.908910
  nChanged 2
		SP:Iteration 57Q (63000.500000 sec): 3 clusters
  Score: Raw -593041.091837 + Penalty 2789.712157 = -590251.379679
  nChanged 1
		SP:Iteration 58Q (63000.640000 sec): 3 clusters
  Score: Raw -593041.279677 + Penalty 2789.712157 = -590251.567520
  nChanged 0
		SP:Iteration 59F (63000.820000 sec): 3 clusters
  Score: Raw -593041.279677 + Penalty 2789.712157 = -590251.567520
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (160623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63001.800000 sec): 2 clusters
  Score: Raw -18516964.832498 + Penalty 1947.857484 = -18515016.975014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63002.860000 sec): 3 clusters
  Score: Raw -18410995.713196 + Penalty 3895.714967 = -18407099.998229
  nChanged 77422
		SP:Iteration 1F (63003.940000 sec): 3 clusters
  Score: Raw -18456318.427252 + Penalty 3895.714967 = -18452422.712285
  nChanged 4445
		SP:Iteration 2Q (63005.140000 sec): 3 clusters
  Score: Raw -18457319.010647 + Penalty 3895.714967 = -18453423.295680
  nChanged 5331
		SP:Iteration 3Q (63006.320000 sec): 3 clusters
  Score: Raw -18458966.707411 + Penalty 3895.714967 = -18455070.992444
  nChanged 7171
		SP:Iteration 4Q (63007.480000 sec): 3 clusters
  Score: Raw -18462088.624913 + Penalty 3895.714967 = -18458192.909946
  nChanged 10106
		SP:Iteration 5F (63008.560000 sec): 3 clusters
  Score: Raw -18468205.084459 + Penalty 3895.714967 = -18464309.369492
  nChanged 13414
		SP:Iteration 6F (63009.560000 sec): 3 clusters
  Score: Raw -18478906.132063 + Penalty 3895.714967 = -18475010.417096
  nChanged 15250
		SP:Iteration 7F (63010.500000 sec): 3 clusters
  Score: Raw -18493583.212308 + Penalty 3895.714967 = -18489687.497341
  nChanged 12829
		SP:Iteration 8F (63011.400000 sec): 3 clusters
  Score: Raw -18506798.127141 + Penalty 3895.714967 = -18502902.412174
  nChanged 7035
		SP:Iteration 9Q (63012.390000 sec): 3 clusters
  Score: Raw -18513804.892385 + Penalty 3895.714967 = -18509909.177418
  nChanged 2555
		SP:Iteration 10Q (63013.460000 sec): 3 clusters
  Score: Raw -18516228.061134 + Penalty 3895.714967 = -18512332.346167
  nChanged 626
		SP:Iteration 11Q (63014.430000 sec): 3 clusters
  Score: Raw -18516835.628675 + Penalty 3895.714967 = -18512939.913708
  nChanged 180
		SP:Iteration 12Q (63015.410000 sec): 3 clusters
  Score: Raw -18517037.821121 + Penalty 3895.714967 = -18513142.106154
  nChanged 80
		SP:Iteration 13Q (63016.400000 sec): 3 clusters
  Score: Raw -18517143.370427 + Penalty 3895.714967 = -18513247.655460
  nChanged 30
		SP:Iteration 14Q (63017.290000 sec): 3 clusters
  Score: Raw -18517181.825162 + Penalty 3895.714967 = -18513286.110195
  nChanged 15
		SP:Iteration 15Q (63018.180000 sec): 3 clusters
  Score: Raw -18517202.818886 + Penalty 3895.714967 = -18513307.103919
  nChanged 18
		SP:Iteration 16Q (63019.100000 sec): 3 clusters
  Score: Raw -18517234.325867 + Penalty 3895.714967 = -18513338.610900
  nChanged 14
		SP:Iteration 17Q (63020.040000 sec): 3 clusters
  Score: Raw -18517252.636087 + Penalty 3895.714967 = -18513356.921120
  nChanged 7
		SP:Iteration 18Q (63021.030000 sec): 3 clusters
  Score: Raw -18517260.359488 + Penalty 3895.714967 = -18513364.644521
  nChanged 7
		SP:Iteration 19Q (63022.030000 sec): 3 clusters
  Score: Raw -18517267.062626 + Penalty 3895.714967 = -18513371.347659
  nChanged 1
		SP:Iteration 20F (63023.200000 sec): 3 clusters
  Score: Raw -18517267.788490 + Penalty 3895.714967 = -18513372.073523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63023.390000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63023.620000 sec): 3 clusters
  Score: Raw -1255997.683503 + Penalty 3022.380556 = -1252975.302947
  nChanged 4800
		SP:Iteration 1F (63023.830000 sec): 3 clusters
  Score: Raw -1258616.485483 + Penalty 3022.380556 = -1255594.104927
  nChanged 612
		SP:Iteration 2F (63024.070000 sec): 3 clusters
  Score: Raw -1258836.622457 + Penalty 3022.380556 = -1255814.241901
  nChanged 472
		SP:Iteration 3Q (63024.270000 sec): 3 clusters
  Score: Raw -1258995.356693 + Penalty 3022.380556 = -1255972.976137
  nChanged 416
		SP:Iteration 4Q (63024.510000 sec): 3 clusters
  Score: Raw -1259151.028023 + Penalty 3022.380556 = -1256128.647467
  nChanged 411
		SP:Iteration 5Q (63024.780000 sec): 3 clusters
  Score: Raw -1259319.015223 + Penalty 3022.380556 = -1256296.634668
  nChanged 413
		SP:Iteration 6Q (63025.020000 sec): 3 clusters
  Score: Raw -1259530.666419 + Penalty 3022.380556 = -1256508.285863
  nChanged 483
		SP:Iteration 7Q (63025.220000 sec): 3 clusters
  Score: Raw -1259815.361194 + Penalty 3022.380556 = -1256792.980639
  nChanged 492
		SP:Iteration 8Q (63025.460000 sec): 3 clusters
  Score: Raw -1260154.190555 + Penalty 3022.380556 = -1257131.809999
  nChanged 520
		SP:Iteration 9Q (63025.700000 sec): 3 clusters
  Score: Raw -1260558.029838 + Penalty 3022.380556 = -1257535.649282
  nChanged 499
		SP:Iteration 10Q (63025.900000 sec): 3 clusters
  Score: Raw -1260971.205417 + Penalty 3022.380556 = -1257948.824862
  nChanged 430
		SP:Iteration 11Q (63026.140000 sec): 3 clusters
  Score: Raw -1261299.569785 + Penalty 3022.380556 = -1258277.189229
  nChanged 339
		SP:Iteration 12Q (63026.370000 sec): 3 clusters
  Score: Raw -1261549.283419 + Penalty 3022.380556 = -1258526.902863
  nChanged 295
		SP:Iteration 13Q (63026.580000 sec): 3 clusters
  Score: Raw -1261768.524249 + Penalty 3022.380556 = -1258746.143693
  nChanged 244
		SP:Iteration 14Q (63026.800000 sec): 3 clusters
  Score: Raw -1261949.408259 + Penalty 3022.380556 = -1258927.027704
  nChanged 208
		SP:Iteration 15Q (63027.030000 sec): 3 clusters
  Score: Raw -1262112.457797 + Penalty 3022.380556 = -1259090.077241
  nChanged 154
		SP:Iteration 16Q (63027.230000 sec): 3 clusters
  Score: Raw -1262234.287767 + Penalty 3022.380556 = -1259211.907211
  nChanged 93
		SP:Iteration 17Q (63027.440000 sec): 3 clusters
  Score: Raw -1262306.091921 + Penalty 3022.380556 = -1259283.711365
  nChanged 60
		SP:Iteration 18Q (63027.670000 sec): 3 clusters
  Score: Raw -1262346.148725 + Penalty 3022.380556 = -1259323.768170
  nChanged 36
		SP:Iteration 19Q (63027.890000 sec): 3 clusters
  Score: Raw -1262370.764881 + Penalty 3022.380556 = -1259348.384325
  nChanged 29
		SP:Iteration 20F (63028.120000 sec): 3 clusters
  Score: Raw -1262390.960982 + Penalty 3022.380556 = -1259368.580427
  nChanged 35
		SP:Iteration 21Q (63028.340000 sec): 3 clusters
  Score: Raw -1262410.800252 + Penalty 3022.380556 = -1259388.419696
  nChanged 27
		SP:Iteration 22Q (63028.550000 sec): 3 clusters
  Score: Raw -1262428.648881 + Penalty 3022.380556 = -1259406.268325
  nChanged 22
		SP:Iteration 23Q (63028.780000 sec): 3 clusters
  Score: Raw -1262443.986914 + Penalty 3022.380556 = -1259421.606358
  nChanged 19
		SP:Iteration 24Q (63029.000000 sec): 3 clusters
  Score: Raw -1262458.829874 + Penalty 3022.380556 = -1259436.449318
  nChanged 15
		SP:Iteration 25Q (63029.230000 sec): 3 clusters
  Score: Raw -1262469.472415 + Penalty 3022.380556 = -1259447.091859
  nChanged 14
		SP:Iteration 26Q (63029.430000 sec): 3 clusters
  Score: Raw -1262479.810271 + Penalty 3022.380556 = -1259457.429715
  nChanged 6
		SP:Iteration 27Q (63029.660000 sec): 3 clusters
  Score: Raw -1262483.822942 + Penalty 3022.380556 = -1259461.442387
  nChanged 4
		SP:Iteration 28Q (63029.840000 sec): 3 clusters
  Score: Raw -1262485.757964 + Penalty 3022.380556 = -1259463.377408
  nChanged 3
		SP:Iteration 29Q (63030.060000 sec): 3 clusters
  Score: Raw -1262487.119306 + Penalty 3022.380556 = -1259464.738750
  nChanged 1
		SP:Iteration 30Q (63030.270000 sec): 3 clusters
  Score: Raw -1262487.470802 + Penalty 3022.380556 = -1259465.090247
  nChanged 0
		SP:Iteration 31F (63030.470000 sec): 3 clusters
  Score: Raw -1262487.470802 + Penalty 3022.380556 = -1259465.090247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63030.590000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63030.770000 sec): 3 clusters
  Score: Raw -415476.485356 + Penalty 2695.566133 = -412780.919223
  nChanged 1561
		SP:Iteration 1F (63030.930000 sec): 3 clusters
  Score: Raw -416454.436911 + Penalty 2695.566133 = -413758.870778
  nChanged 349
		SP:Iteration 2F (63031.090000 sec): 3 clusters
  Score: Raw -416746.051846 + Penalty 2695.566133 = -414050.485713
  nChanged 303
		SP:Iteration 3F (63031.240000 sec): 3 clusters
  Score: Raw -417008.775926 + Penalty 2695.566133 = -414313.209793
  nChanged 268
		SP:Iteration 4F (63031.430000 sec): 3 clusters
  Score: Raw -417243.996486 + Penalty 2695.566133 = -414548.430353
  nChanged 225
		SP:Iteration 5F (63031.570000 sec): 3 clusters
  Score: Raw -417437.531060 + Penalty 2695.566133 = -414741.964927
  nChanged 182
		SP:Iteration 6Q (63031.740000 sec): 3 clusters
  Score: Raw -417586.417886 + Penalty 2695.566133 = -414890.851753
  nChanged 162
		SP:Iteration 7Q (63031.950000 sec): 3 clusters
  Score: Raw -417718.732520 + Penalty 2695.566133 = -415023.166387
  nChanged 149
		SP:Iteration 8Q (63032.130000 sec): 3 clusters
  Score: Raw -417836.063343 + Penalty 2695.566133 = -415140.497210
  nChanged 121
		SP:Iteration 9Q (63032.330000 sec): 3 clusters
  Score: Raw -417923.637061 + Penalty 2695.566133 = -415228.070928
  nChanged 103
		SP:Iteration 10Q (63032.540000 sec): 3 clusters
  Score: Raw -417983.219885 + Penalty 2695.566133 = -415287.653752
  nChanged 87
		SP:Iteration 11Q (63032.740000 sec): 3 clusters
  Score: Raw -418040.033629 + Penalty 2695.566133 = -415344.467496
  nChanged 76
		SP:Iteration 12Q (63032.900000 sec): 3 clusters
  Score: Raw -418081.378552 + Penalty 2695.566133 = -415385.812419
  nChanged 62
		SP:Iteration 13Q (63033.040000 sec): 3 clusters
  Score: Raw -418120.315658 + Penalty 2695.566133 = -415424.749525
  nChanged 52
		SP:Iteration 14Q (63033.210000 sec): 3 clusters
  Score: Raw -418149.553990 + Penalty 2695.566133 = -415453.987857
  nChanged 47
		SP:Iteration 15Q (63033.380000 sec): 3 clusters
  Score: Raw -418183.155920 + Penalty 2695.566133 = -415487.589787
  nChanged 49
		SP:Iteration 16Q (63033.570000 sec): 3 clusters
  Score: Raw -418213.000482 + Penalty 2695.566133 = -415517.434349
  nChanged 32
		SP:Iteration 17Q (63033.740000 sec): 3 clusters
  Score: Raw -418225.072108 + Penalty 2695.566133 = -415529.505975
  nChanged 22
		SP:Iteration 18Q (63033.930000 sec): 3 clusters
  Score: Raw -418234.939872 + Penalty 2695.566133 = -415539.373739
  nChanged 28
		SP:Iteration 19Q (63034.110000 sec): 3 clusters
  Score: Raw -418245.821016 + Penalty 2695.566133 = -415550.254883
  nChanged 20
		SP:Iteration 20F (63034.280000 sec): 3 clusters
  Score: Raw -418251.561982 + Penalty 2695.566133 = -415555.995849
  nChanged 13
		SP:Iteration 21Q (63034.470000 sec): 3 clusters
  Score: Raw -418255.305526 + Penalty 2695.566133 = -415559.739393
  nChanged 11
		SP:Iteration 22Q (63034.660000 sec): 3 clusters
  Score: Raw -418259.377551 + Penalty 2695.566133 = -415563.811418
  nChanged 13
		SP:Iteration 23Q (63034.850000 sec): 3 clusters
  Score: Raw -418263.545280 + Penalty 2695.566133 = -415567.979147
  nChanged 8
		SP:Iteration 24Q (63035.050000 sec): 3 clusters
  Score: Raw -418266.582244 + Penalty 2695.566133 = -415571.016111
  nChanged 12
		SP:Iteration 25Q (63035.210000 sec): 3 clusters
  Score: Raw -418269.281693 + Penalty 2695.566133 = -415573.715560
  nChanged 4
		SP:Iteration 26Q (63035.390000 sec): 3 clusters
  Score: Raw -418269.957071 + Penalty 2695.566133 = -415574.390938
  nChanged 0
		SP:Iteration 27F (63035.600000 sec): 3 clusters
  Score: Raw -418269.957071 + Penalty 2695.566133 = -415574.390938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63035.840000 sec): 2 clusters
  Score: Raw -1997515.912654 + Penalty 1608.412340 = -1995907.500313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63036.150000 sec): 3 clusters
  Score: Raw -1985589.058385 + Penalty 3216.824681 = -1982372.233704
  nChanged 8943
		SP:Iteration 1F (63036.400000 sec): 3 clusters
  Score: Raw -1990705.811962 + Penalty 3216.824681 = -1987488.987281
  nChanged 1213
		SP:Iteration 2F (63036.690000 sec): 3 clusters
  Score: Raw -1991333.744894 + Penalty 3216.824681 = -1988116.920213
  nChanged 1202
		SP:Iteration 3F (63036.970000 sec): 3 clusters
  Score: Raw -1992050.115451 + Penalty 3216.824681 = -1988833.290770
  nChanged 1231
		SP:Iteration 4F (63037.250000 sec): 3 clusters
  Score: Raw -1992827.389771 + Penalty 3216.824681 = -1989610.565090
  nChanged 1134
		SP:Iteration 5F (63037.490000 sec): 3 clusters
  Score: Raw -1993548.543293 + Penalty 3216.824681 = -1990331.718612
  nChanged 1024
		SP:Iteration 6F (63037.770000 sec): 3 clusters
  Score: Raw -1994227.816151 + Penalty 3216.824681 = -1991010.991470
  nChanged 945
		SP:Iteration 7Q (63038.070000 sec): 3 clusters
  Score: Raw -1994898.946628 + Penalty 3216.824681 = -1991682.121948
  nChanged 874
		SP:Iteration 8Q (63038.370000 sec): 3 clusters
  Score: Raw -1995461.369595 + Penalty 3216.824681 = -1992244.544914
  nChanged 720
		SP:Iteration 9Q (63038.660000 sec): 3 clusters
  Score: Raw -1995883.835890 + Penalty 3216.824681 = -1992667.011209
  nChanged 607
		SP:Iteration 10Q (63038.940000 sec): 3 clusters
  Score: Raw -1996247.580240 + Penalty 3216.824681 = -1993030.755559
  nChanged 535
		SP:Iteration 11Q (63039.210000 sec): 3 clusters
  Score: Raw -1996548.978678 + Penalty 3216.824681 = -1993332.153997
  nChanged 487
		SP:Iteration 12Q (63039.470000 sec): 3 clusters
  Score: Raw -1996825.704689 + Penalty 3216.824681 = -1993608.880009
  nChanged 445
		SP:Iteration 13Q (63039.730000 sec): 3 clusters
  Score: Raw -1997092.420082 + Penalty 3216.824681 = -1993875.595401
  nChanged 380
		SP:Iteration 14Q (63039.990000 sec): 3 clusters
  Score: Raw -1997319.439418 + Penalty 3216.824681 = -1994102.614737
  nChanged 329
		SP:Iteration 15Q (63040.260000 sec): 3 clusters
  Score: Raw -1997514.588112 + Penalty 3216.824681 = -1994297.763431
  nChanged 273
		SP:Iteration 16Q (63040.530000 sec): 3 clusters
  Score: Raw -1997678.860727 + Penalty 3216.824681 = -1994462.036046
  nChanged 235
		SP:Iteration 17Q (63040.800000 sec): 3 clusters
  Score: Raw -1997837.436077 + Penalty 3216.824681 = -1994620.611396
  nChanged 193
		SP:Iteration 18Q (63041.030000 sec): 3 clusters
  Score: Raw -1997952.592595 + Penalty 3216.824681 = -1994735.767915
  nChanged 158
		SP:Iteration 19Q (63041.280000 sec): 3 clusters
  Score: Raw -1998068.438358 + Penalty 3216.824681 = -1994851.613678
  nChanged 150
		SP:Iteration 20F (63041.490000 sec): 3 clusters
  Score: Raw -1998191.523742 + Penalty 3216.824681 = -1994974.699061
  nChanged 137
		SP:Iteration 21Q (63041.790000 sec): 3 clusters
  Score: Raw -1998304.272178 + Penalty 3216.824681 = -1995087.447497
  nChanged 105
		SP:Iteration 22Q (63042.050000 sec): 3 clusters
  Score: Raw -1998394.948605 + Penalty 3216.824681 = -1995178.123925
  nChanged 111
		SP:Iteration 23Q (63042.340000 sec): 3 clusters
  Score: Raw -1998486.598648 + Penalty 3216.824681 = -1995269.773967
  nChanged 87
		SP:Iteration 24Q (63042.630000 sec): 3 clusters
  Score: Raw -1998552.980975 + Penalty 3216.824681 = -1995336.156295
  nChanged 64
		SP:Iteration 25Q (63042.890000 sec): 3 clusters
  Score: Raw -1998601.784838 + Penalty 3216.824681 = -1995384.960157
  nChanged 45
		SP:Iteration 26Q (63043.140000 sec): 3 clusters
  Score: Raw -1998637.026886 + Penalty 3216.824681 = -1995420.202205
  nChanged 43
		SP:Iteration 27Q (63043.440000 sec): 3 clusters
  Score: Raw -1998678.121726 + Penalty 3216.824681 = -1995461.297045
  nChanged 32
		SP:Iteration 28Q (63043.700000 sec): 3 clusters
  Score: Raw -1998709.775945 + Penalty 3216.824681 = -1995492.951265
  nChanged 33
		SP:Iteration 29Q (63043.940000 sec): 3 clusters
  Score: Raw -1998737.163319 + Penalty 3216.824681 = -1995520.338638
  nChanged 24
		SP:Iteration 30Q (63044.220000 sec): 3 clusters
  Score: Raw -1998761.224453 + Penalty 3216.824681 = -1995544.399772
  nChanged 20
		SP:Iteration 31Q (63044.540000 sec): 3 clusters
  Score: Raw -1998782.311822 + Penalty 3216.824681 = -1995565.487141
  nChanged 18
		SP:Iteration 32Q (63044.780000 sec): 3 clusters
  Score: Raw -1998798.431802 + Penalty 3216.824681 = -1995581.607122
  nChanged 12
		SP:Iteration 33Q (63045.090000 sec): 3 clusters
  Score: Raw -1998808.233989 + Penalty 3216.824681 = -1995591.409308
  nChanged 13
		SP:Iteration 34Q (63045.350000 sec): 3 clusters
  Score: Raw -1998818.775689 + Penalty 3216.824681 = -1995601.951008
  nChanged 11
		SP:Iteration 35Q (63045.620000 sec): 3 clusters
  Score: Raw -1998828.906803 + Penalty 3216.824681 = -1995612.082122
  nChanged 13
		SP:Iteration 36Q (63045.890000 sec): 3 clusters
  Score: Raw -1998839.070248 + Penalty 3216.824681 = -1995622.245567
  nChanged 7
		SP:Iteration 37Q (63046.160000 sec): 3 clusters
  Score: Raw -1998844.193783 + Penalty 3216.824681 = -1995627.369102
  nChanged 7
		SP:Iteration 38Q (63046.370000 sec): 3 clusters
  Score: Raw -1998847.770929 + Penalty 3216.824681 = -1995630.946249
  nChanged 1
		SP:Iteration 39Q (63046.660000 sec): 3 clusters
  Score: Raw -1998848.121091 + Penalty 3216.824681 = -1995631.296410
  nChanged 0
		SP:Iteration 40F (63046.950000 sec): 3 clusters
  Score: Raw -1998848.121091 + Penalty 3216.824681 = -1995631.296410
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63047.090000 sec): 2 clusters
  Score: Raw -416627.424500 + Penalty 1345.244592 = -415282.179908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63047.220000 sec): 3 clusters
  Score: Raw -414681.437288 + Penalty 2690.489184 = -411990.948104
  nChanged 1542
		SP:Iteration 1F (63047.460000 sec): 3 clusters
  Score: Raw -415572.700255 + Penalty 2690.489184 = -412882.211071
  nChanged 318
		SP:Iteration 2F (63047.650000 sec): 3 clusters
  Score: Raw -415764.308479 + Penalty 2690.489184 = -413073.819295
  nChanged 244
		SP:Iteration 3F (63047.830000 sec): 3 clusters
  Score: Raw -415944.439366 + Penalty 2690.489184 = -413253.950182
  nChanged 222
		SP:Iteration 4F (63048.010000 sec): 3 clusters
  Score: Raw -416140.433053 + Penalty 2690.489184 = -413449.943869
  nChanged 227
		SP:Iteration 5F (63048.230000 sec): 3 clusters
  Score: Raw -416343.508732 + Penalty 2690.489184 = -413653.019547
  nChanged 193
		SP:Iteration 6Q (63048.370000 sec): 3 clusters
  Score: Raw -416518.186756 + Penalty 2690.489184 = -413827.697572
  nChanged 156
		SP:Iteration 7Q (63048.570000 sec): 3 clusters
  Score: Raw -416674.734625 + Penalty 2690.489184 = -413984.245441
  nChanged 141
		SP:Iteration 8Q (63048.730000 sec): 3 clusters
  Score: Raw -416811.399463 + Penalty 2690.489184 = -414120.910279
  nChanged 121
		SP:Iteration 9Q (63048.960000 sec): 3 clusters
  Score: Raw -416932.527124 + Penalty 2690.489184 = -414242.037940
  nChanged 109
		SP:Iteration 10Q (63049.120000 sec): 3 clusters
  Score: Raw -417024.963060 + Penalty 2690.489184 = -414334.473876
  nChanged 88
		SP:Iteration 11Q (63049.290000 sec): 3 clusters
  Score: Raw -417094.666580 + Penalty 2690.489184 = -414404.177396
  nChanged 80
		SP:Iteration 12Q (63049.510000 sec): 3 clusters
  Score: Raw -417150.574510 + Penalty 2690.489184 = -414460.085326
  nChanged 72
		SP:Iteration 13Q (63049.700000 sec): 3 clusters
  Score: Raw -417198.005975 + Penalty 2690.489184 = -414507.516791
  nChanged 45
		SP:Iteration 14Q (63049.860000 sec): 3 clusters
  Score: Raw -417224.576777 + Penalty 2690.489184 = -414534.087593
  nChanged 38
		SP:Iteration 15Q (63050.060000 sec): 3 clusters
  Score: Raw -417247.282508 + Penalty 2690.489184 = -414556.793324
  nChanged 32
		SP:Iteration 16Q (63050.220000 sec): 3 clusters
  Score: Raw -417268.273803 + Penalty 2690.489184 = -414577.784619
  nChanged 34
		SP:Iteration 17Q (63050.410000 sec): 3 clusters
  Score: Raw -417287.762163 + Penalty 2690.489184 = -414597.272979
  nChanged 37
		SP:Iteration 18Q (63050.620000 sec): 3 clusters
  Score: Raw -417304.372073 + Penalty 2690.489184 = -414613.882889
  nChanged 32
		SP:Iteration 19Q (63050.770000 sec): 3 clusters
  Score: Raw -417316.621415 + Penalty 2690.489184 = -414626.132231
  nChanged 22
		SP:Iteration 20F (63050.960000 sec): 3 clusters
  Score: Raw -417327.742477 + Penalty 2690.489184 = -414637.253293
  nChanged 18
		SP:Iteration 21Q (63051.120000 sec): 3 clusters
  Score: Raw -417338.141065 + Penalty 2690.489184 = -414647.651880
  nChanged 19
		SP:Iteration 22Q (63051.280000 sec): 3 clusters
  Score: Raw -417348.095145 + Penalty 2690.489184 = -414657.605961
  nChanged 24
		SP:Iteration 23Q (63051.450000 sec): 3 clusters
  Score: Raw -417359.337798 + Penalty 2690.489184 = -414668.848614
  nChanged 25
		SP:Iteration 24Q (63051.650000 sec): 3 clusters
  Score: Raw -417370.180706 + Penalty 2690.489184 = -414679.691522
  nChanged 18
		SP:Iteration 25Q (63051.780000 sec): 3 clusters
  Score: Raw -417377.024243 + Penalty 2690.489184 = -414686.535059
  nChanged 22
		SP:Iteration 26Q (63052.000000 sec): 3 clusters
  Score: Raw -417386.389058 + Penalty 2690.489184 = -414695.899874
  nChanged 27
		SP:Iteration 27Q (63052.140000 sec): 3 clusters
  Score: Raw -417397.912581 + Penalty 2690.489184 = -414707.423397
  nChanged 26
		SP:Iteration 28Q (63052.350000 sec): 3 clusters
  Score: Raw -417407.694636 + Penalty 2690.489184 = -414717.205451
  nChanged 26
		SP:Iteration 29Q (63052.530000 sec): 3 clusters
  Score: Raw -417418.221087 + Penalty 2690.489184 = -414727.731903
  nChanged 26
		SP:Iteration 30Q (63052.750000 sec): 3 clusters
  Score: Raw -417429.379535 + Penalty 2690.489184 = -414738.890351
  nChanged 26
		SP:Iteration 31Q (63052.920000 sec): 3 clusters
  Score: Raw -417436.739915 + Penalty 2690.489184 = -414746.250730
  nChanged 17
		SP:Iteration 32Q (63053.140000 sec): 3 clusters
  Score: Raw -417443.383837 + Penalty 2690.489184 = -414752.894653
  nChanged 17
		SP:Iteration 33Q (63053.360000 sec): 3 clusters
  Score: Raw -417449.868649 + Penalty 2690.489184 = -414759.379464
  nChanged 15
		SP:Iteration 34Q (63053.530000 sec): 3 clusters
  Score: Raw -417454.055283 + Penalty 2690.489184 = -414763.566099
  nChanged 11
		SP:Iteration 35Q (63053.730000 sec): 3 clusters
  Score: Raw -417458.327963 + Penalty 2690.489184 = -414767.838779
  nChanged 12
		SP:Iteration 36Q (63053.900000 sec): 3 clusters
  Score: Raw -417464.314451 + Penalty 2690.489184 = -414773.825267
  nChanged 16
		SP:Iteration 37Q (63054.080000 sec): 3 clusters
  Score: Raw -417470.550907 + Penalty 2690.489184 = -414780.061723
  nChanged 11
		SP:Iteration 38Q (63054.250000 sec): 3 clusters
  Score: Raw -417473.664954 + Penalty 2690.489184 = -414783.175769
  nChanged 12
		SP:Iteration 39Q (63054.480000 sec): 3 clusters
  Score: Raw -417477.906814 + Penalty 2690.489184 = -414787.417630
  nChanged 14
		SP:Iteration 40F (63054.650000 sec): 3 clusters
  Score: Raw -417482.749242 + Penalty 2690.489184 = -414792.260058
  nChanged 12
		SP:Iteration 41Q (63054.860000 sec): 3 clusters
  Score: Raw -417485.583580 + Penalty 2690.489184 = -414795.094395
  nChanged 9
		SP:Iteration 42Q (63055.030000 sec): 3 clusters
  Score: Raw -417488.121258 + Penalty 2690.489184 = -414797.632073
  nChanged 7
		SP:Iteration 43Q (63055.240000 sec): 3 clusters
  Score: Raw -417490.038946 + Penalty 2690.489184 = -414799.549761
  nChanged 8
		SP:Iteration 44Q (63055.400000 sec): 3 clusters
  Score: Raw -417491.621145 + Penalty 2690.489184 = -414801.131960
  nChanged 1
		SP:Iteration 45Q (63055.640000 sec): 3 clusters
  Score: Raw -417491.721719 + Penalty 2690.489184 = -414801.232535
  nChanged 2
		SP:Iteration 46Q (63055.810000 sec): 3 clusters
  Score: Raw -417492.220267 + Penalty 2690.489184 = -414801.731083
  nChanged 4
		SP:Iteration 47Q (63055.990000 sec): 3 clusters
  Score: Raw -417492.992349 + Penalty 2690.489184 = -414802.503165
  nChanged 2
		SP:Iteration 48Q (63056.150000 sec): 3 clusters
  Score: Raw -417493.414005 + Penalty 2690.489184 = -414802.924821
  nChanged 2
		SP:Iteration 49Q (63056.290000 sec): 3 clusters
  Score: Raw -417493.828912 + Penalty 2690.489184 = -414803.339728
  nChanged 2
		SP:Iteration 50Q (63056.480000 sec): 3 clusters
  Score: Raw -417494.145295 + Penalty 2690.489184 = -414803.656110
  nChanged 1
		SP:Iteration 51Q (63056.640000 sec): 3 clusters
  Score: Raw -417494.306673 + Penalty 2690.489184 = -414803.817489
  nChanged 0
		SP:Iteration 52F (63056.870000 sec): 3 clusters
  Score: Raw -417494.306673 + Penalty 2690.489184 = -414803.817489
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63056.970000 sec): 2 clusters
  Score: Raw -954920.640150 + Penalty 1475.519140 = -953445.121010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63057.190000 sec): 3 clusters
  Score: Raw -949955.642954 + Penalty 2951.038280 = -947004.604674
  nChanged 3819
		SP:Iteration 1F (63057.390000 sec): 3 clusters
  Score: Raw -952144.787027 + Penalty 2951.038280 = -949193.748747
  nChanged 604
		SP:Iteration 2F (63057.590000 sec): 3 clusters
  Score: Raw -952473.422139 + Penalty 2951.038280 = -949522.383859
  nChanged 517
		SP:Iteration 3F (63057.810000 sec): 3 clusters
  Score: Raw -952748.703975 + Penalty 2951.038280 = -949797.665694
  nChanged 454
		SP:Iteration 4F (63058.020000 sec): 3 clusters
  Score: Raw -953027.248944 + Penalty 2951.038280 = -950076.210663
  nChanged 443
		SP:Iteration 5F (63058.220000 sec): 3 clusters
  Score: Raw -953326.901250 + Penalty 2951.038280 = -950375.862970
  nChanged 449
		SP:Iteration 6F (63058.440000 sec): 3 clusters
  Score: Raw -953661.154959 + Penalty 2951.038280 = -950710.116679
  nChanged 401
		SP:Iteration 7Q (63058.600000 sec): 3 clusters
  Score: Raw -953957.087421 + Penalty 2951.038280 = -951006.049141
  nChanged 369
		SP:Iteration 8Q (63058.830000 sec): 3 clusters
  Score: Raw -954224.040731 + Penalty 2951.038280 = -951273.002451
  nChanged 294
		SP:Iteration 9Q (63059.030000 sec): 3 clusters
  Score: Raw -954453.369236 + Penalty 2951.038280 = -951502.330956
  nChanged 248
		SP:Iteration 10Q (63059.240000 sec): 3 clusters
  Score: Raw -954654.118583 + Penalty 2951.038280 = -951703.080303
  nChanged 178
		SP:Iteration 11Q (63059.420000 sec): 3 clusters
  Score: Raw -954782.890234 + Penalty 2951.038280 = -951831.851954
  nChanged 119
		SP:Iteration 12Q (63059.640000 sec): 3 clusters
  Score: Raw -954862.723149 + Penalty 2951.038280 = -951911.684869
  nChanged 94
		SP:Iteration 13Q (63059.860000 sec): 3 clusters
  Score: Raw -954920.799601 + Penalty 2951.038280 = -951969.761321
  nChanged 65
		SP:Iteration 14Q (63060.080000 sec): 3 clusters
  Score: Raw -954961.252065 + Penalty 2951.038280 = -952010.213785
  nChanged 55
		SP:Iteration 15Q (63060.320000 sec): 3 clusters
  Score: Raw -954990.501272 + Penalty 2951.038280 = -952039.462992
  nChanged 46
		SP:Iteration 16Q (63060.530000 sec): 3 clusters
  Score: Raw -955014.049757 + Penalty 2951.038280 = -952063.011477
  nChanged 32
		SP:Iteration 17Q (63060.720000 sec): 3 clusters
  Score: Raw -955029.538714 + Penalty 2951.038280 = -952078.500434
  nChanged 29
		SP:Iteration 18Q (63060.940000 sec): 3 clusters
  Score: Raw -955046.771204 + Penalty 2951.038280 = -952095.732924
  nChanged 29
		SP:Iteration 19Q (63061.150000 sec): 3 clusters
  Score: Raw -955064.763158 + Penalty 2951.038280 = -952113.724878
  nChanged 25
		SP:Iteration 20F (63061.330000 sec): 3 clusters
  Score: Raw -955083.863487 + Penalty 2951.038280 = -952132.825207
  nChanged 28
		SP:Iteration 21Q (63061.490000 sec): 3 clusters
  Score: Raw -955101.355274 + Penalty 2951.038280 = -952150.316993
  nChanged 20
		SP:Iteration 22Q (63061.660000 sec): 3 clusters
  Score: Raw -955113.687720 + Penalty 2951.038280 = -952162.649440
  nChanged 23
		SP:Iteration 23Q (63061.860000 sec): 3 clusters
  Score: Raw -955127.555665 + Penalty 2951.038280 = -952176.517385
  nChanged 16
		SP:Iteration 24Q (63062.040000 sec): 3 clusters
  Score: Raw -955138.483861 + Penalty 2951.038280 = -952187.445580
  nChanged 13
		SP:Iteration 25Q (63062.230000 sec): 3 clusters
  Score: Raw -955146.467666 + Penalty 2951.038280 = -952195.429386
  nChanged 15
		SP:Iteration 26Q (63062.440000 sec): 3 clusters
  Score: Raw -955154.752168 + Penalty 2951.038280 = -952203.713888
  nChanged 13
		SP:Iteration 27Q (63062.700000 sec): 3 clusters
  Score: Raw -955161.725009 + Penalty 2951.038280 = -952210.686729
  nChanged 9
		SP:Iteration 28Q (63062.920000 sec): 3 clusters
  Score: Raw -955166.504470 + Penalty 2951.038280 = -952215.466190
  nChanged 12
		SP:Iteration 29Q (63063.140000 sec): 3 clusters
  Score: Raw -955174.704658 + Penalty 2951.038280 = -952223.666378
  nChanged 13
		SP:Iteration 30Q (63063.360000 sec): 3 clusters
  Score: Raw -955184.151284 + Penalty 2951.038280 = -952233.113004
  nChanged 14
		SP:Iteration 31Q (63063.540000 sec): 3 clusters
  Score: Raw -955193.079346 + Penalty 2951.038280 = -952242.041066
  nChanged 12
		SP:Iteration 32Q (63063.760000 sec): 3 clusters
  Score: Raw -955201.407773 + Penalty 2951.038280 = -952250.369493
  nChanged 5
		SP:Iteration 33Q (63063.940000 sec): 3 clusters
  Score: Raw -955205.324193 + Penalty 2951.038280 = -952254.285913
  nChanged 7
		SP:Iteration 34Q (63064.170000 sec): 3 clusters
  Score: Raw -955209.658383 + Penalty 2951.038280 = -952258.620103
  nChanged 8
		SP:Iteration 35Q (63064.360000 sec): 3 clusters
  Score: Raw -955214.285522 + Penalty 2951.038280 = -952263.247242
  nChanged 7
		SP:Iteration 36Q (63064.590000 sec): 3 clusters
  Score: Raw -955219.600028 + Penalty 2951.038280 = -952268.561748
  nChanged 8
		SP:Iteration 37Q (63064.800000 sec): 3 clusters
  Score: Raw -955223.827687 + Penalty 2951.038280 = -952272.789407
  nChanged 7
		SP:Iteration 38Q (63065.000000 sec): 3 clusters
  Score: Raw -955227.712001 + Penalty 2951.038280 = -952276.673720
  nChanged 6
		SP:Iteration 39Q (63065.210000 sec): 3 clusters
  Score: Raw -955230.565140 + Penalty 2951.038280 = -952279.526860
  nChanged 4
		SP:Iteration 40F (63065.460000 sec): 3 clusters
  Score: Raw -955233.295122 + Penalty 2951.038280 = -952282.256842
  nChanged 3
		SP:Iteration 41Q (63065.630000 sec): 3 clusters
  Score: Raw -955234.556859 + Penalty 2951.038280 = -952283.518579
  nChanged 3
		SP:Iteration 42Q (63065.860000 sec): 3 clusters
  Score: Raw -955235.585351 + Penalty 2951.038280 = -952284.547071
  nChanged 0
		SP:Iteration 43F (63066.070000 sec): 3 clusters
  Score: Raw -955235.585351 + Penalty 2951.038280 = -952284.547071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63066.170000 sec): 2 clusters
  Score: Raw -429753.195421 + Penalty 1365.617582 = -428387.577839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63066.410000 sec): 3 clusters
  Score: Raw -427483.952466 + Penalty 2731.235164 = -424752.717302
  nChanged 1822
		SP:Iteration 1F (63066.590000 sec): 3 clusters
  Score: Raw -428907.064487 + Penalty 2731.235164 = -426175.829323
  nChanged 525
		SP:Iteration 2F (63066.760000 sec): 3 clusters
  Score: Raw -429555.513403 + Penalty 2731.235164 = -426824.278239
  nChanged 447
		SP:Iteration 3F (63066.920000 sec): 3 clusters
  Score: Raw -430171.485114 + Penalty 2731.235164 = -427440.249950
  nChanged 374
		SP:Iteration 4F (63067.110000 sec): 3 clusters
  Score: Raw -430568.647352 + Penalty 2731.235164 = -427837.412188
  nChanged 236
		SP:Iteration 5F (63067.300000 sec): 3 clusters
  Score: Raw -430781.461256 + Penalty 2731.235164 = -428050.226092
  nChanged 146
		SP:Iteration 6Q (63067.500000 sec): 3 clusters
  Score: Raw -430884.928517 + Penalty 2731.235164 = -428153.693353
  nChanged 93
		SP:Iteration 7Q (63067.660000 sec): 3 clusters
  Score: Raw -430936.965402 + Penalty 2731.235164 = -428205.730238
  nChanged 58
		SP:Iteration 8Q (63067.860000 sec): 3 clusters
  Score: Raw -430969.565645 + Penalty 2731.235164 = -428238.330481
  nChanged 43
		SP:Iteration 9Q (63068.020000 sec): 3 clusters
  Score: Raw -430991.354796 + Penalty 2731.235164 = -428260.119632
  nChanged 38
		SP:Iteration 10Q (63068.210000 sec): 3 clusters
  Score: Raw -431009.387103 + Penalty 2731.235164 = -428278.151939
  nChanged 23
		SP:Iteration 11Q (63068.430000 sec): 3 clusters
  Score: Raw -431022.219623 + Penalty 2731.235164 = -428290.984459
  nChanged 20
		SP:Iteration 12Q (63068.630000 sec): 3 clusters
  Score: Raw -431034.068679 + Penalty 2731.235164 = -428302.833515
  nChanged 15
		SP:Iteration 13Q (63068.790000 sec): 3 clusters
  Score: Raw -431039.635422 + Penalty 2731.235164 = -428308.400258
  nChanged 7
		SP:Iteration 14Q (63068.980000 sec): 3 clusters
  Score: Raw -431043.145135 + Penalty 2731.235164 = -428311.909971
  nChanged 11
		SP:Iteration 15Q (63069.160000 sec): 3 clusters
  Score: Raw -431049.758359 + Penalty 2731.235164 = -428318.523196
  nChanged 10
		SP:Iteration 16Q (63069.330000 sec): 3 clusters
  Score: Raw -431056.067942 + Penalty 2731.235164 = -428324.832778
  nChanged 9
		SP:Iteration 17Q (63069.560000 sec): 3 clusters
  Score: Raw -431059.706668 + Penalty 2731.235164 = -428328.471505
  nChanged 6
		SP:Iteration 18Q (63069.680000 sec): 3 clusters
  Score: Raw -431063.756588 + Penalty 2731.235164 = -428332.521424
  nChanged 11
		SP:Iteration 19Q (63069.870000 sec): 3 clusters
  Score: Raw -431067.886063 + Penalty 2731.235164 = -428336.650900
  nChanged 7
		SP:Iteration 20F (63070.030000 sec): 3 clusters
  Score: Raw -431070.561170 + Penalty 2731.235164 = -428339.326006
  nChanged 8
		SP:Iteration 21Q (63070.260000 sec): 3 clusters
  Score: Raw -431072.958319 + Penalty 2731.235164 = -428341.723155
  nChanged 4
		SP:Iteration 22Q (63070.410000 sec): 3 clusters
  Score: Raw -431074.269353 + Penalty 2731.235164 = -428343.034189
  nChanged 5
		SP:Iteration 23Q (63070.610000 sec): 3 clusters
  Score: Raw -431075.474502 + Penalty 2731.235164 = -428344.239338
  nChanged 3
		SP:Iteration 24Q (63070.810000 sec): 3 clusters
  Score: Raw -431076.244923 + Penalty 2731.235164 = -428345.009759
  nChanged 3
		SP:Iteration 25Q (63070.990000 sec): 3 clusters
  Score: Raw -431076.921520 + Penalty 2731.235164 = -428345.686356
  nChanged 1
		SP:Iteration 26Q (63071.200000 sec): 3 clusters
  Score: Raw -431077.088768 + Penalty 2731.235164 = -428345.853604
  nChanged 1
		SP:Iteration 27Q (63071.370000 sec): 3 clusters
  Score: Raw -431077.221725 + Penalty 2731.235164 = -428345.986561
  nChanged 0
		SP:Iteration 28F (63071.550000 sec): 3 clusters
  Score: Raw -431077.221725 + Penalty 2731.235164 = -428345.986561
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63071.640000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63071.830000 sec): 3 clusters
  Score: Raw -63244.653371 + Penalty 2065.170263 = -61179.483108
  nChanged 148
		SP:Iteration 1F (63071.960000 sec): 3 clusters
  Score: Raw -63445.221294 + Penalty 2065.170263 = -61380.051030
  nChanged 47
		SP:Iteration 2F (63072.140000 sec): 3 clusters
  Score: Raw -63541.696653 + Penalty 2065.170263 = -61476.526390
  nChanged 23
		SP:Iteration 3Q (63072.310000 sec): 3 clusters
  Score: Raw -63591.845162 + Penalty 2065.170263 = -61526.674899
  nChanged 11
		SP:Iteration 4Q (63072.480000 sec): 3 clusters
  Score: Raw -63616.966527 + Penalty 2065.170263 = -61551.796264
  nChanged 8
		SP:Iteration 5Q (63072.650000 sec): 3 clusters
  Score: Raw -63643.215269 + Penalty 2065.170263 = -61578.045006
  nChanged 10
		SP:Iteration 6Q (63072.860000 sec): 3 clusters
  Score: Raw -63654.592632 + Penalty 2065.170263 = -61589.422368
  nChanged 8
		SP:Iteration 7Q (63073.030000 sec): 3 clusters
  Score: Raw -63665.970588 + Penalty 2065.170263 = -61600.800324
  nChanged 6
		SP:Iteration 8Q (63073.170000 sec): 3 clusters
  Score: Raw -63671.673186 + Penalty 2065.170263 = -61606.502923
  nChanged 3
		SP:Iteration 9Q (63073.310000 sec): 3 clusters
  Score: Raw -63673.709681 + Penalty 2065.170263 = -61608.539418
  nChanged 1
		SP:Iteration 10Q (63073.450000 sec): 3 clusters
  Score: Raw -63674.404851 + Penalty 2065.170263 = -61609.234588
  nChanged 1
		SP:Iteration 11Q (63073.610000 sec): 3 clusters
  Score: Raw -63674.696631 + Penalty 2065.170263 = -61609.526368
  nChanged 0
		SP:Iteration 12F (63073.800000 sec): 3 clusters
  Score: Raw -63674.696631 + Penalty 2065.170263 = -61609.526368
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63073.900000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63074.090000 sec): 3 clusters
  Score: Raw -352130.996979 + Penalty 2623.247540 = -349507.749438
  nChanged 1231
		SP:Iteration 1F (63074.250000 sec): 3 clusters
  Score: Raw -352813.911205 + Penalty 2623.247540 = -350190.663664
  nChanged 265
		SP:Iteration 2F (63074.410000 sec): 3 clusters
  Score: Raw -353015.181502 + Penalty 2623.247540 = -350391.933961
  nChanged 214
		SP:Iteration 3F (63074.640000 sec): 3 clusters
  Score: Raw -353213.393021 + Penalty 2623.247540 = -350590.145480
  nChanged 213
		SP:Iteration 4F (63074.830000 sec): 3 clusters
  Score: Raw -353421.341058 + Penalty 2623.247540 = -350798.093517
  nChanged 176
		SP:Iteration 5F (63075.000000 sec): 3 clusters
  Score: Raw -353586.810379 + Penalty 2623.247540 = -350963.562839
  nChanged 159
		SP:Iteration 6Q (63075.170000 sec): 3 clusters
  Score: Raw -353726.233118 + Penalty 2623.247540 = -351102.985578
  nChanged 101
		SP:Iteration 7Q (63075.320000 sec): 3 clusters
  Score: Raw -353807.635573 + Penalty 2623.247540 = -351184.388033
  nChanged 57
		SP:Iteration 8Q (63075.490000 sec): 3 clusters
  Score: Raw -353847.181792 + Penalty 2623.247540 = -351223.934251
  nChanged 54
		SP:Iteration 9Q (63075.710000 sec): 3 clusters
  Score: Raw -353878.023702 + Penalty 2623.247540 = -351254.776162
  nChanged 32
		SP:Iteration 10Q (63075.860000 sec): 3 clusters
  Score: Raw -353895.453996 + Penalty 2623.247540 = -351272.206455
  nChanged 24
		SP:Iteration 11Q (63076.050000 sec): 3 clusters
  Score: Raw -353906.946662 + Penalty 2623.247540 = -351283.699122
  nChanged 13
		SP:Iteration 12Q (63076.260000 sec): 3 clusters
  Score: Raw -353913.438623 + Penalty 2623.247540 = -351290.191082
  nChanged 13
		SP:Iteration 13Q (63076.470000 sec): 3 clusters
  Score: Raw -353921.277154 + Penalty 2623.247540 = -351298.029613
  nChanged 22
		SP:Iteration 14Q (63076.610000 sec): 3 clusters
  Score: Raw -353932.214988 + Penalty 2623.247540 = -351308.967448
  nChanged 10
		SP:Iteration 15Q (63076.810000 sec): 3 clusters
  Score: Raw -353937.919265 + Penalty 2623.247540 = -351314.671725
  nChanged 6
		SP:Iteration 16Q (63076.990000 sec): 3 clusters
  Score: Raw -353940.866599 + Penalty 2623.247540 = -351317.619059
  nChanged 5
		SP:Iteration 17Q (63077.140000 sec): 3 clusters
  Score: Raw -353942.444699 + Penalty 2623.247540 = -351319.197159
  nChanged 1
		SP:Iteration 18Q (63077.330000 sec): 3 clusters
  Score: Raw -353942.878674 + Penalty 2623.247540 = -351319.631134
  nChanged 2
		SP:Iteration 19Q (63077.490000 sec): 3 clusters
  Score: Raw -353944.110006 + Penalty 2623.247540 = -351320.862465
  nChanged 4
		SP:Iteration 20F (63077.720000 sec): 3 clusters
  Score: Raw -353946.697758 + Penalty 2623.247540 = -351323.450217
  nChanged 4
		SP:Iteration 21Q (63077.870000 sec): 3 clusters
  Score: Raw -353948.253960 + Penalty 2623.247540 = -351325.006420
  nChanged 2
		SP:Iteration 22Q (63078.070000 sec): 3 clusters
  Score: Raw -353949.318396 + Penalty 2623.247540 = -351326.070855
  nChanged 3
		SP:Iteration 23Q (63078.260000 sec): 3 clusters
  Score: Raw -353951.305717 + Penalty 2623.247540 = -351328.058176
  nChanged 5
		SP:Iteration 24Q (63078.370000 sec): 3 clusters
  Score: Raw -353953.486064 + Penalty 2623.247540 = -351330.238524
  nChanged 3
		SP:Iteration 25Q (63078.540000 sec): 3 clusters
  Score: Raw -353955.256933 + Penalty 2623.247540 = -351332.009392
  nChanged 3
		SP:Iteration 26Q (63078.720000 sec): 3 clusters
  Score: Raw -353956.985413 + Penalty 2623.247540 = -351333.737873
  nChanged 5
		SP:Iteration 27Q (63078.900000 sec): 3 clusters
  Score: Raw -353959.692669 + Penalty 2623.247540 = -351336.445129
  nChanged 8
		SP:Iteration 28Q (63079.060000 sec): 3 clusters
  Score: Raw -353963.410468 + Penalty 2623.247540 = -351340.162928
  nChanged 4
		SP:Iteration 29Q (63079.250000 sec): 3 clusters
  Score: Raw -353965.096406 + Penalty 2623.247540 = -351341.848866
  nChanged 6
		SP:Iteration 30Q (63079.450000 sec): 3 clusters
  Score: Raw -353967.086037 + Penalty 2623.247540 = -351343.838497
  nChanged 4
		SP:Iteration 31Q (63079.610000 sec): 3 clusters
  Score: Raw -353968.804207 + Penalty 2623.247540 = -351345.556667
  nChanged 1
		SP:Iteration 32Q (63079.790000 sec): 3 clusters
  Score: Raw -353969.247228 + Penalty 2623.247540 = -351345.999688
  nChanged 1
		SP:Iteration 33Q (63079.970000 sec): 3 clusters
  Score: Raw -353969.501512 + Penalty 2623.247540 = -351346.253972
  nChanged 1
		SP:Iteration 34Q (63080.150000 sec): 3 clusters
  Score: Raw -353969.838907 + Penalty 2623.247540 = -351346.591366
  nChanged 1
		SP:Iteration 35Q (63080.320000 sec): 3 clusters
  Score: Raw -353970.697017 + Penalty 2623.247540 = -351347.449477
  nChanged 4
		SP:Iteration 36Q (63080.500000 sec): 3 clusters
  Score: Raw -353972.392460 + Penalty 2623.247540 = -351349.144919
  nChanged 3
		SP:Iteration 37Q (63080.740000 sec): 3 clusters
  Score: Raw -353973.618158 + Penalty 2623.247540 = -351350.370617
  nChanged 2
		SP:Iteration 38Q (63080.900000 sec): 3 clusters
  Score: Raw -353974.404106 + Penalty 2623.247540 = -351351.156565
  nChanged 0
		SP:Iteration 39F (63081.100000 sec): 3 clusters
  Score: Raw -353974.404106 + Penalty 2623.247540 = -351351.156565
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63081.230000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63081.440000 sec): 3 clusters
  Score: Raw -458940.951164 + Penalty 2717.555194 = -456223.395970
  nChanged 1729
		SP:Iteration 1F (63081.620000 sec): 3 clusters
  Score: Raw -460021.463377 + Penalty 2717.555194 = -457303.908183
  nChanged 366
		SP:Iteration 2F (63081.780000 sec): 3 clusters
  Score: Raw -460304.886656 + Penalty 2717.555194 = -457587.331463
  nChanged 285
		SP:Iteration 3F (63081.990000 sec): 3 clusters
  Score: Raw -460544.714239 + Penalty 2717.555194 = -457827.159045
  nChanged 287
		SP:Iteration 4F (63082.130000 sec): 3 clusters
  Score: Raw -460820.737192 + Penalty 2717.555194 = -458103.181998
  nChanged 254
		SP:Iteration 5F (63082.310000 sec): 3 clusters
  Score: Raw -461050.135761 + Penalty 2717.555194 = -458332.580567
  nChanged 215
		SP:Iteration 6F (63082.460000 sec): 3 clusters
  Score: Raw -461214.799911 + Penalty 2717.555194 = -458497.244717
  nChanged 170
		SP:Iteration 7Q (63082.640000 sec): 3 clusters
  Score: Raw -461327.139829 + Penalty 2717.555194 = -458609.584635
  nChanged 113
		SP:Iteration 8Q (63082.800000 sec): 3 clusters
  Score: Raw -461382.963437 + Penalty 2717.555194 = -458665.408243
  nChanged 92
		SP:Iteration 9Q (63082.980000 sec): 3 clusters
  Score: Raw -461426.617658 + Penalty 2717.555194 = -458709.062464
  nChanged 64
		SP:Iteration 10Q (63083.130000 sec): 3 clusters
  Score: Raw -461450.488724 + Penalty 2717.555194 = -458732.933530
  nChanged 31
		SP:Iteration 11Q (63083.340000 sec): 3 clusters
  Score: Raw -461461.555093 + Penalty 2717.555194 = -458743.999900
  nChanged 21
		SP:Iteration 12Q (63083.540000 sec): 3 clusters
  Score: Raw -461468.587425 + Penalty 2717.555194 = -458751.032231
  nChanged 23
		SP:Iteration 13Q (63083.730000 sec): 3 clusters
  Score: Raw -461475.882710 + Penalty 2717.555194 = -458758.327517
  nChanged 22
		SP:Iteration 14Q (63083.890000 sec): 3 clusters
  Score: Raw -461483.032268 + Penalty 2717.555194 = -458765.477074
  nChanged 15
		SP:Iteration 15Q (63084.090000 sec): 3 clusters
  Score: Raw -461486.881538 + Penalty 2717.555194 = -458769.326344
  nChanged 10
		SP:Iteration 16Q (63084.310000 sec): 3 clusters
  Score: Raw -461489.656323 + Penalty 2717.555194 = -458772.101130
  nChanged 10
		SP:Iteration 17Q (63084.480000 sec): 3 clusters
  Score: Raw -461492.258953 + Penalty 2717.555194 = -458774.703759
  nChanged 10
		SP:Iteration 18Q (63084.670000 sec): 3 clusters
  Score: Raw -461495.080681 + Penalty 2717.555194 = -458777.525488
  nChanged 11
		SP:Iteration 19Q (63084.870000 sec): 3 clusters
  Score: Raw -461497.855370 + Penalty 2717.555194 = -458780.300176
  nChanged 8
		SP:Iteration 20F (63085.060000 sec): 3 clusters
  Score: Raw -461499.872864 + Penalty 2717.555194 = -458782.317671
  nChanged 4
		SP:Iteration 21Q (63085.210000 sec): 3 clusters
  Score: Raw -461500.431921 + Penalty 2717.555194 = -458782.876727
  nChanged 2
		SP:Iteration 22Q (63085.400000 sec): 3 clusters
  Score: Raw -461501.143721 + Penalty 2717.555194 = -458783.588527
  nChanged 5
		SP:Iteration 23Q (63085.580000 sec): 3 clusters
  Score: Raw -461502.386407 + Penalty 2717.555194 = -458784.831213
  nChanged 4
		SP:Iteration 24Q (63085.770000 sec): 3 clusters
  Score: Raw -461503.224223 + Penalty 2717.555194 = -458785.669029
  nChanged 5
		SP:Iteration 25Q (63085.980000 sec): 3 clusters
  Score: Raw -461504.323413 + Penalty 2717.555194 = -458786.768220
  nChanged 3
		SP:Iteration 26Q (63086.140000 sec): 3 clusters
  Score: Raw -461504.861302 + Penalty 2717.555194 = -458787.306108
  nChanged 3
		SP:Iteration 27Q (63086.320000 sec): 3 clusters
  Score: Raw -461505.510781 + Penalty 2717.555194 = -458787.955587
  nChanged 2
		SP:Iteration 28Q (63086.500000 sec): 3 clusters
  Score: Raw -461505.889762 + Penalty 2717.555194 = -458788.334568
  nChanged 2
		SP:Iteration 29Q (63086.690000 sec): 3 clusters
  Score: Raw -461506.268876 + Penalty 2717.555194 = -458788.713682
  nChanged 2
		SP:Iteration 30Q (63086.870000 sec): 3 clusters
  Score: Raw -461506.467730 + Penalty 2717.555194 = -458788.912536
  nChanged 1
		SP:Iteration 31Q (63087.090000 sec): 3 clusters
  Score: Raw -461506.626070 + Penalty 2717.555194 = -458789.070876
  nChanged 1
		SP:Iteration 32Q (63087.240000 sec): 3 clusters
  Score: Raw -461506.704068 + Penalty 2717.555194 = -458789.148874
  nChanged 1
		SP:Iteration 33Q (63087.480000 sec): 3 clusters
  Score: Raw -461506.805669 + Penalty 2717.555194 = -458789.250476
  nChanged 1
		SP:Iteration 34Q (63087.660000 sec): 3 clusters
  Score: Raw -461507.126390 + Penalty 2717.555194 = -458789.571196
  nChanged 3
		SP:Iteration 35Q (63087.870000 sec): 3 clusters
  Score: Raw -461507.880521 + Penalty 2717.555194 = -458790.325327
  nChanged 3
		SP:Iteration 36Q (63088.050000 sec): 3 clusters
  Score: Raw -461508.563830 + Penalty 2717.555194 = -458791.008637
  nChanged 2
		SP:Iteration 37Q (63088.190000 sec): 3 clusters
  Score: Raw -461509.111655 + Penalty 2717.555194 = -458791.556461
  nChanged 2
		SP:Iteration 38Q (63088.340000 sec): 3 clusters
  Score: Raw -461510.021178 + Penalty 2717.555194 = -458792.465984
  nChanged 2
		SP:Iteration 39Q (63088.530000 sec): 3 clusters
  Score: Raw -461510.324824 + Penalty 2717.555194 = -458792.769630
  nChanged 1
		SP:Iteration 40F (63088.680000 sec): 3 clusters
  Score: Raw -461510.422558 + Penalty 2717.555194 = -458792.867364
  nChanged 1
		SP:Iteration 41Q (63088.840000 sec): 3 clusters
  Score: Raw -461510.691684 + Penalty 2717.555194 = -458793.136490
  nChanged 1
		SP:Iteration 42Q (63089.000000 sec): 3 clusters
  Score: Raw -461511.058584 + Penalty 2717.555194 = -458793.503390
  nChanged 1
		SP:Iteration 43Q (63089.170000 sec): 3 clusters
  Score: Raw -461511.400359 + Penalty 2717.555194 = -458793.845166
  nChanged 2
		SP:Iteration 44Q (63089.380000 sec): 3 clusters
  Score: Raw -461511.844085 + Penalty 2717.555194 = -458794.288892
  nChanged 0
		SP:Iteration 45F (63089.540000 sec): 3 clusters
  Score: Raw -461511.844085 + Penalty 2717.555194 = -458794.288892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63089.720000 sec): 2 clusters
  Score: Raw -1914822.134786 + Penalty 1583.869986 = -1913238.264800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63089.950000 sec): 3 clusters
  Score: Raw -1904727.339184 + Penalty 3167.739972 = -1901559.599213
  nChanged 7633
		SP:Iteration 1F (63090.200000 sec): 3 clusters
  Score: Raw -1908818.160800 + Penalty 3167.739972 = -1905650.420829
  nChanged 864
		SP:Iteration 2F (63090.460000 sec): 3 clusters
  Score: Raw -1909118.527623 + Penalty 3167.739972 = -1905950.787652
  nChanged 760
		SP:Iteration 3Q (63090.740000 sec): 3 clusters
  Score: Raw -1909402.480599 + Penalty 3167.739972 = -1906234.740627
  nChanged 694
		SP:Iteration 4Q (63091.010000 sec): 3 clusters
  Score: Raw -1909654.756658 + Penalty 3167.739972 = -1906487.016686
  nChanged 673
		SP:Iteration 5Q (63091.260000 sec): 3 clusters
  Score: Raw -1909895.593626 + Penalty 3167.739972 = -1906727.853655
  nChanged 650
		SP:Iteration 6Q (63091.570000 sec): 3 clusters
  Score: Raw -1910200.040100 + Penalty 3167.739972 = -1907032.300128
  nChanged 702
		SP:Iteration 7Q (63091.800000 sec): 3 clusters
  Score: Raw -1910524.313813 + Penalty 3167.739972 = -1907356.573841
  nChanged 670
		SP:Iteration 8Q (63092.080000 sec): 3 clusters
  Score: Raw -1910842.336212 + Penalty 3167.739972 = -1907674.596240
  nChanged 652
		SP:Iteration 9Q (63092.280000 sec): 3 clusters
  Score: Raw -1911154.337751 + Penalty 3167.739972 = -1907986.597779
  nChanged 662
		SP:Iteration 10Q (63092.570000 sec): 3 clusters
  Score: Raw -1911498.991718 + Penalty 3167.739972 = -1908331.251747
  nChanged 752
		SP:Iteration 11Q (63092.860000 sec): 3 clusters
  Score: Raw -1911921.676780 + Penalty 3167.739972 = -1908753.936808
  nChanged 752
		SP:Iteration 12Q (63093.130000 sec): 3 clusters
  Score: Raw -1912397.173499 + Penalty 3167.739972 = -1909229.433527
  nChanged 730
		SP:Iteration 13Q (63093.360000 sec): 3 clusters
  Score: Raw -1912889.547425 + Penalty 3167.739972 = -1909721.807453
  nChanged 682
		SP:Iteration 14Q (63093.620000 sec): 3 clusters
  Score: Raw -1913355.771717 + Penalty 3167.739972 = -1910188.031745
  nChanged 581
		SP:Iteration 15Q (63093.900000 sec): 3 clusters
  Score: Raw -1913748.058274 + Penalty 3167.739972 = -1910580.318302
  nChanged 497
		SP:Iteration 16Q (63094.150000 sec): 3 clusters
  Score: Raw -1914086.966750 + Penalty 3167.739972 = -1910919.226778
  nChanged 407
		SP:Iteration 17Q (63094.440000 sec): 3 clusters
  Score: Raw -1914376.026059 + Penalty 3167.739972 = -1911208.286088
  nChanged 327
		SP:Iteration 18Q (63094.710000 sec): 3 clusters
  Score: Raw -1914607.798509 + Penalty 3167.739972 = -1911440.058538
  nChanged 210
		SP:Iteration 19Q (63094.920000 sec): 3 clusters
  Score: Raw -1914751.455660 + Penalty 3167.739972 = -1911583.715689
  nChanged 158
		SP:Iteration 20F (63095.140000 sec): 3 clusters
  Score: Raw -1914851.777121 + Penalty 3167.739972 = -1911684.037149
  nChanged 105
		SP:Iteration 21Q (63095.360000 sec): 3 clusters
  Score: Raw -1914925.637400 + Penalty 3167.739972 = -1911757.897428
  nChanged 86
		SP:Iteration 22Q (63095.620000 sec): 3 clusters
  Score: Raw -1914988.099148 + Penalty 3167.739972 = -1911820.359177
  nChanged 73
		SP:Iteration 23Q (63095.890000 sec): 3 clusters
  Score: Raw -1915032.911691 + Penalty 3167.739972 = -1911865.171719
  nChanged 49
		SP:Iteration 24Q (63096.100000 sec): 3 clusters
  Score: Raw -1915064.946321 + Penalty 3167.739972 = -1911897.206350
  nChanged 40
		SP:Iteration 25Q (63096.340000 sec): 3 clusters
  Score: Raw -1915088.991075 + Penalty 3167.739972 = -1911921.251103
  nChanged 26
		SP:Iteration 26Q (63096.600000 sec): 3 clusters
  Score: Raw -1915102.507835 + Penalty 3167.739972 = -1911934.767863
  nChanged 20
		SP:Iteration 27Q (63096.870000 sec): 3 clusters
  Score: Raw -1915114.483875 + Penalty 3167.739972 = -1911946.743903
  nChanged 18
		SP:Iteration 28Q (63097.120000 sec): 3 clusters
  Score: Raw -1915125.912553 + Penalty 3167.739972 = -1911958.172582
  nChanged 21
		SP:Iteration 29Q (63097.370000 sec): 3 clusters
  Score: Raw -1915137.629099 + Penalty 3167.739972 = -1911969.889127
  nChanged 16
		SP:Iteration 30Q (63097.610000 sec): 3 clusters
  Score: Raw -1915146.873178 + Penalty 3167.739972 = -1911979.133207
  nChanged 14
		SP:Iteration 31Q (63097.860000 sec): 3 clusters
  Score: Raw -1915157.546505 + Penalty 3167.739972 = -1911989.806533
  nChanged 13
		SP:Iteration 32Q (63098.110000 sec): 3 clusters
  Score: Raw -1915167.275202 + Penalty 3167.739972 = -1911999.535230
  nChanged 11
		SP:Iteration 33Q (63098.370000 sec): 3 clusters
  Score: Raw -1915172.741817 + Penalty 3167.739972 = -1912005.001845
  nChanged 7
		SP:Iteration 34Q (63098.640000 sec): 3 clusters
  Score: Raw -1915177.355732 + Penalty 3167.739972 = -1912009.615760
  nChanged 9
		SP:Iteration 35Q (63098.920000 sec): 3 clusters
  Score: Raw -1915182.273393 + Penalty 3167.739972 = -1912014.533421
  nChanged 6
		SP:Iteration 36Q (63099.170000 sec): 3 clusters
  Score: Raw -1915185.980356 + Penalty 3167.739972 = -1912018.240385
  nChanged 5
		SP:Iteration 37Q (63099.420000 sec): 3 clusters
  Score: Raw -1915188.419473 + Penalty 3167.739972 = -1912020.679502
  nChanged 7
		SP:Iteration 38Q (63099.690000 sec): 3 clusters
  Score: Raw -1915192.421416 + Penalty 3167.739972 = -1912024.681444
  nChanged 1
		SP:Iteration 39Q (63099.970000 sec): 3 clusters
  Score: Raw -1915192.647231 + Penalty 3167.739972 = -1912024.907259
  nChanged 1
		SP:Iteration 40F (63100.250000 sec): 3 clusters
  Score: Raw -1915193.110459 + Penalty 3167.739972 = -1912025.370487
  nChanged 1
		SP:Iteration 41Q (63100.510000 sec): 3 clusters
  Score: Raw -1915194.045014 + Penalty 3167.739972 = -1912026.305042
  nChanged 2
		SP:Iteration 42Q (63100.790000 sec): 3 clusters
  Score: Raw -1915195.494495 + Penalty 3167.739972 = -1912027.754523
  nChanged 1
		SP:Iteration 43Q (63101.030000 sec): 3 clusters
  Score: Raw -1915195.649964 + Penalty 3167.739972 = -1912027.909993
  nChanged 0
		SP:Iteration 44F (63101.370000 sec): 3 clusters
  Score: Raw -1915195.649964 + Penalty 3167.739972 = -1912027.909993
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63101.460000 sec): 2 clusters
  Score: Raw -477619.261603 + Penalty 1363.160137 = -476256.101465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63101.630000 sec): 3 clusters
  Score: Raw -475354.576346 + Penalty 2726.320275 = -472628.256071
  nChanged 1768
		SP:Iteration 1F (63101.820000 sec): 3 clusters
  Score: Raw -476303.002518 + Penalty 2726.320275 = -473576.682243
  nChanged 326
		SP:Iteration 2F (63101.980000 sec): 3 clusters
  Score: Raw -476502.142778 + Penalty 2726.320275 = -473775.822503
  nChanged 273
		SP:Iteration 3F (63102.150000 sec): 3 clusters
  Score: Raw -476683.341130 + Penalty 2726.320275 = -473957.020855
  nChanged 230
		SP:Iteration 4F (63102.320000 sec): 3 clusters
  Score: Raw -476836.445318 + Penalty 2726.320275 = -474110.125043
  nChanged 209
		SP:Iteration 5Q (63102.540000 sec): 3 clusters
  Score: Raw -476995.521716 + Penalty 2726.320275 = -474269.201441
  nChanged 217
		SP:Iteration 6Q (63102.680000 sec): 3 clusters
  Score: Raw -477146.095337 + Penalty 2726.320275 = -474419.775062
  nChanged 206
		SP:Iteration 7Q (63102.880000 sec): 3 clusters
  Score: Raw -477285.891177 + Penalty 2726.320275 = -474559.570902
  nChanged 188
		SP:Iteration 8Q (63103.040000 sec): 3 clusters
  Score: Raw -477402.839895 + Penalty 2726.320275 = -474676.519620
  nChanged 151
		SP:Iteration 9Q (63103.200000 sec): 3 clusters
  Score: Raw -477500.910721 + Penalty 2726.320275 = -474774.590446
  nChanged 134
		SP:Iteration 10Q (63103.420000 sec): 3 clusters
  Score: Raw -477582.854355 + Penalty 2726.320275 = -474856.534080
  nChanged 139
		SP:Iteration 11Q (63103.580000 sec): 3 clusters
  Score: Raw -477668.578697 + Penalty 2726.320275 = -474942.258422
  nChanged 125
		SP:Iteration 12Q (63103.800000 sec): 3 clusters
  Score: Raw -477747.272194 + Penalty 2726.320275 = -475020.951919
  nChanged 100
		SP:Iteration 13Q (63104.000000 sec): 3 clusters
  Score: Raw -477801.516928 + Penalty 2726.320275 = -475075.196653
  nChanged 83
		SP:Iteration 14Q (63104.160000 sec): 3 clusters
  Score: Raw -477851.811531 + Penalty 2726.320275 = -475125.491256
  nChanged 92
		SP:Iteration 15Q (63104.330000 sec): 3 clusters
  Score: Raw -477888.631856 + Penalty 2726.320275 = -475162.311581
  nChanged 61
		SP:Iteration 16Q (63104.510000 sec): 3 clusters
  Score: Raw -477914.925785 + Penalty 2726.320275 = -475188.605510
  nChanged 60
		SP:Iteration 17Q (63104.690000 sec): 3 clusters
  Score: Raw -477941.247685 + Penalty 2726.320275 = -475214.927410
  nChanged 42
		SP:Iteration 18Q (63104.870000 sec): 3 clusters
  Score: Raw -477958.521757 + Penalty 2726.320275 = -475232.201482
  nChanged 40
		SP:Iteration 19Q (63105.070000 sec): 3 clusters
  Score: Raw -477975.676951 + Penalty 2726.320275 = -475249.356676
  nChanged 36
		SP:Iteration 20F (63105.240000 sec): 3 clusters
  Score: Raw -477992.801852 + Penalty 2726.320275 = -475266.481577
  nChanged 42
		SP:Iteration 21Q (63105.480000 sec): 3 clusters
  Score: Raw -478013.274728 + Penalty 2726.320275 = -475286.954453
  nChanged 46
		SP:Iteration 22Q (63105.690000 sec): 3 clusters
  Score: Raw -478030.093942 + Penalty 2726.320275 = -475303.773667
  nChanged 30
		SP:Iteration 23Q (63105.860000 sec): 3 clusters
  Score: Raw -478043.107596 + Penalty 2726.320275 = -475316.787321
  nChanged 30
		SP:Iteration 24Q (63106.060000 sec): 3 clusters
  Score: Raw -478057.445176 + Penalty 2726.320275 = -475331.124901
  nChanged 40
		SP:Iteration 25Q (63106.300000 sec): 3 clusters
  Score: Raw -478077.363331 + Penalty 2726.320275 = -475351.043056
  nChanged 34
		SP:Iteration 26Q (63106.480000 sec): 3 clusters
  Score: Raw -478099.675106 + Penalty 2726.320275 = -475373.354831
  nChanged 37
		SP:Iteration 27Q (63106.680000 sec): 3 clusters
  Score: Raw -478117.148347 + Penalty 2726.320275 = -475390.828072
  nChanged 40
		SP:Iteration 28Q (63106.860000 sec): 3 clusters
  Score: Raw -478129.715679 + Penalty 2726.320275 = -475403.395404
  nChanged 19
		SP:Iteration 29Q (63107.040000 sec): 3 clusters
  Score: Raw -478134.494558 + Penalty 2726.320275 = -475408.174283
  nChanged 11
		SP:Iteration 30Q (63107.220000 sec): 3 clusters
  Score: Raw -478136.094781 + Penalty 2726.320275 = -475409.774506
  nChanged 6
		SP:Iteration 31Q (63107.400000 sec): 3 clusters
  Score: Raw -478137.830065 + Penalty 2726.320275 = -475411.509790
  nChanged 5
		SP:Iteration 32Q (63107.620000 sec): 3 clusters
  Score: Raw -478138.771270 + Penalty 2726.320275 = -475412.450995
  nChanged 4
		SP:Iteration 33Q (63107.780000 sec): 3 clusters
  Score: Raw -478139.237963 + Penalty 2726.320275 = -475412.917688
  nChanged 0
		SP:Iteration 34F (63107.960000 sec): 3 clusters
  Score: Raw -478139.237963 + Penalty 2726.320275 = -475412.917688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63108.500000 sec): 2 clusters
  Score: Raw -10350695.885890 + Penalty 1860.719553 = -10348835.166336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63109.090000 sec): 3 clusters
  Score: Raw -10289652.924760 + Penalty 3721.439107 = -10285931.485653
  nChanged 44794
		SP:Iteration 1F (63109.640000 sec): 3 clusters
  Score: Raw -10315469.246531 + Penalty 3721.439107 = -10311747.807425
  nChanged 2954
		SP:Iteration 2Q (63110.230000 sec): 3 clusters
  Score: Raw -10316173.739188 + Penalty 3721.439107 = -10312452.300082
  nChanged 3244
		SP:Iteration 3Q (63110.800000 sec): 3 clusters
  Score: Raw -10317078.300173 + Penalty 3721.439107 = -10313356.861066
  nChanged 3648
		SP:Iteration 4Q (63111.370000 sec): 3 clusters
  Score: Raw -10318300.347871 + Penalty 3721.439107 = -10314578.908764
  nChanged 4295
		SP:Iteration 5Q (63111.920000 sec): 3 clusters
  Score: Raw -10320112.874431 + Penalty 3721.439107 = -10316391.435324
  nChanged 5152
		SP:Iteration 6F (63112.470000 sec): 3 clusters
  Score: Raw -10322745.908981 + Penalty 3721.439107 = -10319024.469874
  nChanged 6015
		SP:Iteration 7F (63113.010000 sec): 3 clusters
  Score: Raw -10326523.515468 + Penalty 3721.439107 = -10322802.076361
  nChanged 6735
		SP:Iteration 8F (63113.550000 sec): 3 clusters
  Score: Raw -10331572.197857 + Penalty 3721.439107 = -10327850.758750
  nChanged 6791
		SP:Iteration 9F (63114.070000 sec): 3 clusters
  Score: Raw -10337261.891044 + Penalty 3721.439107 = -10333540.451938
  nChanged 5864
		SP:Iteration 10F (63114.680000 sec): 3 clusters
  Score: Raw -10342468.364231 + Penalty 3721.439107 = -10338746.925125
  nChanged 4357
		SP:Iteration 11Q (63115.340000 sec): 3 clusters
  Score: Raw -10346361.412297 + Penalty 3721.439107 = -10342639.973190
  nChanged 2710
		SP:Iteration 12Q (63116.020000 sec): 3 clusters
  Score: Raw -10348708.833051 + Penalty 3721.439107 = -10344987.393944
  nChanged 1401
		SP:Iteration 13Q (63116.660000 sec): 3 clusters
  Score: Raw -10349882.832207 + Penalty 3721.439107 = -10346161.393100
  nChanged 672
		SP:Iteration 14Q (63117.210000 sec): 3 clusters
  Score: Raw -10350436.552687 + Penalty 3721.439107 = -10346715.113580
  nChanged 304
		SP:Iteration 15Q (63117.780000 sec): 3 clusters
  Score: Raw -10350705.698535 + Penalty 3721.439107 = -10346984.259429
  nChanged 145
		SP:Iteration 16Q (63118.290000 sec): 3 clusters
  Score: Raw -10350834.535292 + Penalty 3721.439107 = -10347113.096185
  nChanged 93
		SP:Iteration 17Q (63118.820000 sec): 3 clusters
  Score: Raw -10350917.418786 + Penalty 3721.439107 = -10347195.979679
  nChanged 51
		SP:Iteration 18Q (63119.360000 sec): 3 clusters
  Score: Raw -10350961.381300 + Penalty 3721.439107 = -10347239.942194
  nChanged 33
		SP:Iteration 19Q (63119.920000 sec): 3 clusters
  Score: Raw -10350991.415821 + Penalty 3721.439107 = -10347269.976714
  nChanged 19
		SP:Iteration 20F (63120.600000 sec): 3 clusters
  Score: Raw -10351009.350652 + Penalty 3721.439107 = -10347287.911545
  nChanged 8
		SP:Iteration 21Q (63121.250000 sec): 3 clusters
  Score: Raw -10351015.592652 + Penalty 3721.439107 = -10347294.153546
  nChanged 9
		SP:Iteration 22Q (63121.830000 sec): 3 clusters
  Score: Raw -10351024.407126 + Penalty 3721.439107 = -10347302.968020
  nChanged 7
		SP:Iteration 23Q (63122.450000 sec): 3 clusters
  Score: Raw -10351031.670182 + Penalty 3721.439107 = -10347310.231075
  nChanged 6
		SP:Iteration 24Q (63123.010000 sec): 3 clusters
  Score: Raw -10351038.168648 + Penalty 3721.439107 = -10347316.729541
  nChanged 5
		SP:Iteration 25Q (63123.630000 sec): 3 clusters
  Score: Raw -10351042.149133 + Penalty 3721.439107 = -10347320.710027
  nChanged 4
		SP:Iteration 26Q (63124.300000 sec): 3 clusters
  Score: Raw -10351045.041455 + Penalty 3721.439107 = -10347323.602349
  nChanged 1
		SP:Iteration 27Q (63124.940000 sec): 3 clusters
  Score: Raw -10351045.335751 + Penalty 3721.439107 = -10347323.896644
  nChanged 2
		SP:Iteration 28Q (63125.610000 sec): 3 clusters
  Score: Raw -10351048.769064 + Penalty 3721.439107 = -10347327.329957
  nChanged 1
		SP:Iteration 29Q (63126.270000 sec): 3 clusters
  Score: Raw -10351050.208885 + Penalty 3721.439107 = -10347328.769778
  nChanged 2
		SP:Iteration 30Q (63126.840000 sec): 3 clusters
  Score: Raw -10351051.228479 + Penalty 3721.439107 = -10347329.789372
  nChanged 0
		SP:Iteration 31F (63127.520000 sec): 3 clusters
  Score: Raw -10351051.228479 + Penalty 3721.439107 = -10347329.789372
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63127.690000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63127.850000 sec): 3 clusters
  Score: Raw -596533.704551 + Penalty 2801.125225 = -593732.579326
  nChanged 2326
		SP:Iteration 1F (63128.070000 sec): 3 clusters
  Score: Raw -597897.194094 + Penalty 2801.125225 = -595096.068869
  nChanged 432
		SP:Iteration 2F (63128.220000 sec): 3 clusters
  Score: Raw -598161.660896 + Penalty 2801.125225 = -595360.535671
  nChanged 360
		SP:Iteration 3F (63128.440000 sec): 3 clusters
  Score: Raw -598411.595230 + Penalty 2801.125225 = -595610.470005
  nChanged 322
		SP:Iteration 4F (63128.610000 sec): 3 clusters
  Score: Raw -598644.846331 + Penalty 2801.125225 = -595843.721106
  nChanged 279
		SP:Iteration 5F (63128.810000 sec): 3 clusters
  Score: Raw -598854.708476 + Penalty 2801.125225 = -596053.583251
  nChanged 234
		SP:Iteration 6Q (63129.010000 sec): 3 clusters
  Score: Raw -599051.031600 + Penalty 2801.125225 = -596249.906375
  nChanged 214
		SP:Iteration 7Q (63129.240000 sec): 3 clusters
  Score: Raw -599244.227845 + Penalty 2801.125225 = -596443.102620
  nChanged 180
		SP:Iteration 8Q (63129.410000 sec): 3 clusters
  Score: Raw -599398.560620 + Penalty 2801.125225 = -596597.435396
  nChanged 107
		SP:Iteration 9Q (63129.600000 sec): 3 clusters
  Score: Raw -599478.841784 + Penalty 2801.125225 = -596677.716559
  nChanged 80
		SP:Iteration 10Q (63129.840000 sec): 3 clusters
  Score: Raw -599533.221573 + Penalty 2801.125225 = -596732.096349
  nChanged 57
		SP:Iteration 11Q (63130.060000 sec): 3 clusters
  Score: Raw -599567.364954 + Penalty 2801.125225 = -596766.239729
  nChanged 33
		SP:Iteration 12Q (63130.220000 sec): 3 clusters
  Score: Raw -599590.288808 + Penalty 2801.125225 = -596789.163584
  nChanged 23
		SP:Iteration 13Q (63130.420000 sec): 3 clusters
  Score: Raw -599607.175797 + Penalty 2801.125225 = -596806.050573
  nChanged 27
		SP:Iteration 14Q (63130.630000 sec): 3 clusters
  Score: Raw -599626.631825 + Penalty 2801.125225 = -596825.506600
  nChanged 28
		SP:Iteration 15Q (63130.810000 sec): 3 clusters
  Score: Raw -599647.833142 + Penalty 2801.125225 = -596846.707918
  nChanged 20
		SP:Iteration 16Q (63130.950000 sec): 3 clusters
  Score: Raw -599662.846795 + Penalty 2801.125225 = -596861.721570
  nChanged 15
		SP:Iteration 17Q (63131.130000 sec): 3 clusters
  Score: Raw -599674.096510 + Penalty 2801.125225 = -596872.971285
  nChanged 7
		SP:Iteration 18Q (63131.310000 sec): 3 clusters
  Score: Raw -599679.262413 + Penalty 2801.125225 = -596878.137188
  nChanged 3
		SP:Iteration 19Q (63131.500000 sec): 3 clusters
  Score: Raw -599681.849182 + Penalty 2801.125225 = -596880.723957
  nChanged 5
		SP:Iteration 20F (63131.690000 sec): 3 clusters
  Score: Raw -599685.687194 + Penalty 2801.125225 = -596884.561969
  nChanged 3
		SP:Iteration 21Q (63131.910000 sec): 3 clusters
  Score: Raw -599687.580200 + Penalty 2801.125225 = -596886.454975
  nChanged 3
		SP:Iteration 22Q (63132.110000 sec): 3 clusters
  Score: Raw -599688.699161 + Penalty 2801.125225 = -596887.573936
  nChanged 3
		SP:Iteration 23Q (63132.260000 sec): 3 clusters
  Score: Raw -599690.617900 + Penalty 2801.125225 = -596889.492675
  nChanged 1
		SP:Iteration 24Q (63132.490000 sec): 3 clusters
  Score: Raw -599691.114610 + Penalty 2801.125225 = -596889.989385
  nChanged 1
		SP:Iteration 25Q (63132.660000 sec): 3 clusters
  Score: Raw -599691.491495 + Penalty 2801.125225 = -596890.366270
  nChanged 2
		SP:Iteration 26Q (63132.860000 sec): 3 clusters
  Score: Raw -599692.616964 + Penalty 2801.125225 = -596891.491739
  nChanged 1
		SP:Iteration 27Q (63133.070000 sec): 3 clusters
  Score: Raw -599693.398365 + Penalty 2801.125225 = -596892.273141
  nChanged 2
		SP:Iteration 28Q (63133.250000 sec): 3 clusters
  Score: Raw -599695.381754 + Penalty 2801.125225 = -596894.256530
  nChanged 3
		SP:Iteration 29Q (63133.450000 sec): 3 clusters
  Score: Raw -599696.935429 + Penalty 2801.125225 = -596895.810204
  nChanged 2
		SP:Iteration 30Q (63133.670000 sec): 3 clusters
  Score: Raw -599698.150004 + Penalty 2801.125225 = -596897.024779
  nChanged 2
		SP:Iteration 31Q (63133.860000 sec): 3 clusters
  Score: Raw -599701.070601 + Penalty 2801.125225 = -596899.945376
  nChanged 2
		SP:Iteration 32Q (63134.040000 sec): 3 clusters
  Score: Raw -599701.375657 + Penalty 2801.125225 = -596900.250432
  nChanged 1
		SP:Iteration 33Q (63134.220000 sec): 3 clusters
  Score: Raw -599701.749465 + Penalty 2801.125225 = -596900.624240
  nChanged 1
		SP:Iteration 34Q (63134.400000 sec): 3 clusters
  Score: Raw -599703.280070 + Penalty 2801.125225 = -596902.154845
  nChanged 3
		SP:Iteration 35Q (63134.600000 sec): 3 clusters
  Score: Raw -599704.274048 + Penalty 2801.125225 = -596903.148824
  nChanged 2
		SP:Iteration 36Q (63134.790000 sec): 3 clusters
  Score: Raw -599705.689953 + Penalty 2801.125225 = -596904.564729
  nChanged 2
		SP:Iteration 37Q (63134.990000 sec): 3 clusters
  Score: Raw -599706.366168 + Penalty 2801.125225 = -596905.240943
  nChanged 0
		SP:Iteration 38F (63135.190000 sec): 3 clusters
  Score: Raw -599706.366168 + Penalty 2801.125225 = -596905.240943
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63135.320000 sec): 2 clusters
  Score: Raw -1976360.011761 + Penalty 1592.547346 = -1974767.464415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63135.580000 sec): 3 clusters
  Score: Raw -1965700.320116 + Penalty 3185.094692 = -1962515.225424
  nChanged 7924
		SP:Iteration 1F (63135.830000 sec): 3 clusters
  Score: Raw -1970480.573452 + Penalty 3185.094692 = -1967295.478760
  nChanged 1110
		SP:Iteration 2F (63136.060000 sec): 3 clusters
  Score: Raw -1971045.917420 + Penalty 3185.094692 = -1967860.822728
  nChanged 1074
		SP:Iteration 3F (63136.330000 sec): 3 clusters
  Score: Raw -1971580.537249 + Penalty 3185.094692 = -1968395.442557
  nChanged 1009
		SP:Iteration 4F (63136.560000 sec): 3 clusters
  Score: Raw -1972096.007919 + Penalty 3185.094692 = -1968910.913227
  nChanged 978
		SP:Iteration 5F (63136.820000 sec): 3 clusters
  Score: Raw -1972612.561999 + Penalty 3185.094692 = -1969427.467307
  nChanged 923
		SP:Iteration 6F (63137.050000 sec): 3 clusters
  Score: Raw -1973105.061930 + Penalty 3185.094692 = -1969919.967238
  nChanged 841
		SP:Iteration 7Q (63137.340000 sec): 3 clusters
  Score: Raw -1973570.408668 + Penalty 3185.094692 = -1970385.313976
  nChanged 715
		SP:Iteration 8Q (63137.600000 sec): 3 clusters
  Score: Raw -1973994.590124 + Penalty 3185.094692 = -1970809.495432
  nChanged 634
		SP:Iteration 9Q (63137.840000 sec): 3 clusters
  Score: Raw -1974386.404005 + Penalty 3185.094692 = -1971201.309313
  nChanged 553
		SP:Iteration 10Q (63138.060000 sec): 3 clusters
  Score: Raw -1974754.593384 + Penalty 3185.094692 = -1971569.498692
  nChanged 500
		SP:Iteration 11Q (63138.280000 sec): 3 clusters
  Score: Raw -1975093.819633 + Penalty 3185.094692 = -1971908.724941
  nChanged 421
		SP:Iteration 12Q (63138.540000 sec): 3 clusters
  Score: Raw -1975396.223499 + Penalty 3185.094692 = -1972211.128807
  nChanged 379
		SP:Iteration 13Q (63138.750000 sec): 3 clusters
  Score: Raw -1975672.877873 + Penalty 3185.094692 = -1972487.783181
  nChanged 362
		SP:Iteration 14Q (63138.990000 sec): 3 clusters
  Score: Raw -1975911.857590 + Penalty 3185.094692 = -1972726.762898
  nChanged 276
		SP:Iteration 15Q (63139.200000 sec): 3 clusters
  Score: Raw -1976095.016331 + Penalty 3185.094692 = -1972909.921639
  nChanged 223
		SP:Iteration 16Q (63139.440000 sec): 3 clusters
  Score: Raw -1976227.200612 + Penalty 3185.094692 = -1973042.105920
  nChanged 206
		SP:Iteration 17Q (63139.720000 sec): 3 clusters
  Score: Raw -1976330.975940 + Penalty 3185.094692 = -1973145.881248
  nChanged 177
		SP:Iteration 18Q (63139.950000 sec): 3 clusters
  Score: Raw -1976420.402807 + Penalty 3185.094692 = -1973235.308115
  nChanged 186
		SP:Iteration 19Q (63140.180000 sec): 3 clusters
  Score: Raw -1976522.266001 + Penalty 3185.094692 = -1973337.171309
  nChanged 172
		SP:Iteration 20F (63140.440000 sec): 3 clusters
  Score: Raw -1976608.353327 + Penalty 3185.094692 = -1973423.258635
  nChanged 157
		SP:Iteration 21Q (63140.680000 sec): 3 clusters
  Score: Raw -1976687.758195 + Penalty 3185.094692 = -1973502.663503
  nChanged 139
		SP:Iteration 22Q (63140.910000 sec): 3 clusters
  Score: Raw -1976768.907295 + Penalty 3185.094692 = -1973583.812603
  nChanged 126
		SP:Iteration 23Q (63141.150000 sec): 3 clusters
  Score: Raw -1976842.484778 + Penalty 3185.094692 = -1973657.390086
  nChanged 122
		SP:Iteration 24Q (63141.350000 sec): 3 clusters
  Score: Raw -1976912.967130 + Penalty 3185.094692 = -1973727.872438
  nChanged 117
		SP:Iteration 25Q (63141.620000 sec): 3 clusters
  Score: Raw -1976983.457258 + Penalty 3185.094692 = -1973798.362567
  nChanged 110
		SP:Iteration 26Q (63141.850000 sec): 3 clusters
  Score: Raw -1977048.157727 + Penalty 3185.094692 = -1973863.063035
  nChanged 92
		SP:Iteration 27Q (63142.050000 sec): 3 clusters
  Score: Raw -1977100.176628 + Penalty 3185.094692 = -1973915.081936
  nChanged 74
		SP:Iteration 28Q (63142.300000 sec): 3 clusters
  Score: Raw -1977138.278306 + Penalty 3185.094692 = -1973953.183614
  nChanged 66
		SP:Iteration 29Q (63142.530000 sec): 3 clusters
  Score: Raw -1977176.005471 + Penalty 3185.094692 = -1973990.910779
  nChanged 65
		SP:Iteration 30Q (63142.770000 sec): 3 clusters
  Score: Raw -1977212.348860 + Penalty 3185.094692 = -1974027.254168
  nChanged 46
		SP:Iteration 31Q (63142.970000 sec): 3 clusters
  Score: Raw -1977237.829504 + Penalty 3185.094692 = -1974052.734812
  nChanged 36
		SP:Iteration 32Q (63143.180000 sec): 3 clusters
  Score: Raw -1977253.813858 + Penalty 3185.094692 = -1974068.719166
  nChanged 22
		SP:Iteration 33Q (63143.450000 sec): 3 clusters
  Score: Raw -1977264.543437 + Penalty 3185.094692 = -1974079.448745
  nChanged 20
		SP:Iteration 34Q (63143.700000 sec): 3 clusters
  Score: Raw -1977278.944574 + Penalty 3185.094692 = -1974093.849882
  nChanged 24
		SP:Iteration 35Q (63143.930000 sec): 3 clusters
  Score: Raw -1977290.393838 + Penalty 3185.094692 = -1974105.299146
  nChanged 12
		SP:Iteration 36Q (63144.160000 sec): 3 clusters
  Score: Raw -1977294.787776 + Penalty 3185.094692 = -1974109.693084
  nChanged 13
		SP:Iteration 37Q (63144.420000 sec): 3 clusters
  Score: Raw -1977299.396253 + Penalty 3185.094692 = -1974114.301561
  nChanged 9
		SP:Iteration 38Q (63144.650000 sec): 3 clusters
  Score: Raw -1977302.612407 + Penalty 3185.094692 = -1974117.517716
  nChanged 9
		SP:Iteration 39Q (63144.910000 sec): 3 clusters
  Score: Raw -1977306.426633 + Penalty 3185.094692 = -1974121.331941
  nChanged 10
		SP:Iteration 40F (63145.180000 sec): 3 clusters
  Score: Raw -1977311.176465 + Penalty 3185.094692 = -1974126.081773
  nChanged 10
		SP:Iteration 41Q (63145.430000 sec): 3 clusters
  Score: Raw -1977314.669300 + Penalty 3185.094692 = -1974129.574608
  nChanged 5
		SP:Iteration 42Q (63145.670000 sec): 3 clusters
  Score: Raw -1977316.036163 + Penalty 3185.094692 = -1974130.941471
  nChanged 5
		SP:Iteration 43Q (63145.910000 sec): 3 clusters
  Score: Raw -1977318.207161 + Penalty 3185.094692 = -1974133.112469
  nChanged 4
		SP:Iteration 44Q (63146.180000 sec): 3 clusters
  Score: Raw -1977319.610618 + Penalty 3185.094692 = -1974134.515926
  nChanged 5
		SP:Iteration 45Q (63146.470000 sec): 3 clusters
  Score: Raw -1977322.142323 + Penalty 3185.094692 = -1974137.047632
  nChanged 4
		SP:Iteration 46Q (63146.670000 sec): 3 clusters
  Score: Raw -1977323.637873 + Penalty 3185.094692 = -1974138.543181
  nChanged 2
		SP:Iteration 47Q (63146.950000 sec): 3 clusters
  Score: Raw -1977324.797937 + Penalty 3185.094692 = -1974139.703245
  nChanged 1
		SP:Iteration 48Q (63147.190000 sec): 3 clusters
  Score: Raw -1977324.857938 + Penalty 3185.094692 = -1974139.763246
  nChanged 0
		SP:Iteration 49F (63147.420000 sec): 3 clusters
  Score: Raw -1977324.857938 + Penalty 3185.094692 = -1974139.763246
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63147.500000 sec): 2 clusters
  Score: Raw -200992.779651 + Penalty 1247.049850 = -199745.729801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63147.690000 sec): 3 clusters
  Score: Raw -200069.549585 + Penalty 2494.099699 = -197575.449886
  nChanged 810
		SP:Iteration 1F (63147.870000 sec): 3 clusters
  Score: Raw -200647.655993 + Penalty 2494.099699 = -198153.556294
  nChanged 213
		SP:Iteration 2F (63148.010000 sec): 3 clusters
  Score: Raw -200853.673855 + Penalty 2494.099699 = -198359.574156
  nChanged 162
		SP:Iteration 3F (63148.250000 sec): 3 clusters
  Score: Raw -201072.550681 + Penalty 2494.099699 = -198578.450982
  nChanged 156
		SP:Iteration 4F (63148.390000 sec): 3 clusters
  Score: Raw -201255.873927 + Penalty 2494.099699 = -198761.774227
  nChanged 115
		SP:Iteration 5F (63148.550000 sec): 3 clusters
  Score: Raw -201366.201932 + Penalty 2494.099699 = -198872.102233
  nChanged 87
		SP:Iteration 6Q (63148.740000 sec): 3 clusters
  Score: Raw -201437.951736 + Penalty 2494.099699 = -198943.852037
  nChanged 60
		SP:Iteration 7Q (63148.960000 sec): 3 clusters
  Score: Raw -201475.547433 + Penalty 2494.099699 = -198981.447734
  nChanged 50
		SP:Iteration 8Q (63149.170000 sec): 3 clusters
  Score: Raw -201513.375639 + Penalty 2494.099699 = -199019.275940
  nChanged 44
		SP:Iteration 9Q (63149.320000 sec): 3 clusters
  Score: Raw -201556.770256 + Penalty 2494.099699 = -199062.670557
  nChanged 38
		SP:Iteration 10Q (63149.510000 sec): 3 clusters
  Score: Raw -201590.704088 + Penalty 2494.099699 = -199096.604389
  nChanged 24
		SP:Iteration 11Q (63149.690000 sec): 3 clusters
  Score: Raw -201605.161777 + Penalty 2494.099699 = -199111.062078
  nChanged 20
		SP:Iteration 12Q (63149.870000 sec): 3 clusters
  Score: Raw -201615.484948 + Penalty 2494.099699 = -199121.385249
  nChanged 17
		SP:Iteration 13Q (63150.030000 sec): 3 clusters
  Score: Raw -201623.575304 + Penalty 2494.099699 = -199129.475605
  nChanged 12
		SP:Iteration 14Q (63150.220000 sec): 3 clusters
  Score: Raw -201629.495252 + Penalty 2494.099699 = -199135.395553
  nChanged 10
		SP:Iteration 15Q (63150.410000 sec): 3 clusters
  Score: Raw -201635.543154 + Penalty 2494.099699 = -199141.443455
  nChanged 12
		SP:Iteration 16Q (63150.580000 sec): 3 clusters
  Score: Raw -201641.111210 + Penalty 2494.099699 = -199147.011510
  nChanged 9
		SP:Iteration 17Q (63150.710000 sec): 3 clusters
  Score: Raw -201644.643754 + Penalty 2494.099699 = -199150.544055
  nChanged 8
		SP:Iteration 18Q (63150.920000 sec): 3 clusters
  Score: Raw -201647.980616 + Penalty 2494.099699 = -199153.880916
  nChanged 5
		SP:Iteration 19Q (63151.070000 sec): 3 clusters
  Score: Raw -201650.152306 + Penalty 2494.099699 = -199156.052607
  nChanged 8
		SP:Iteration 20F (63151.270000 sec): 3 clusters
  Score: Raw -201653.914629 + Penalty 2494.099699 = -199159.814929
  nChanged 7
		SP:Iteration 21Q (63151.440000 sec): 3 clusters
  Score: Raw -201656.524480 + Penalty 2494.099699 = -199162.424780
  nChanged 6
		SP:Iteration 22Q (63151.580000 sec): 3 clusters
  Score: Raw -201657.791487 + Penalty 2494.099699 = -199163.691787
  nChanged 2
		SP:Iteration 23Q (63151.750000 sec): 3 clusters
  Score: Raw -201658.428319 + Penalty 2494.099699 = -199164.328620
  nChanged 3
		SP:Iteration 24Q (63151.850000 sec): 3 clusters
  Score: Raw -201659.746882 + Penalty 2494.099699 = -199165.647183
  nChanged 3
		SP:Iteration 25Q (63152.030000 sec): 3 clusters
  Score: Raw -201661.380697 + Penalty 2494.099699 = -199167.280997
  nChanged 6
		SP:Iteration 26Q (63152.210000 sec): 3 clusters
  Score: Raw -201663.540288 + Penalty 2494.099699 = -199169.440589
  nChanged 4
		SP:Iteration 27Q (63152.370000 sec): 3 clusters
  Score: Raw -201666.086668 + Penalty 2494.099699 = -199171.986969
  nChanged 8
		SP:Iteration 28Q (63152.520000 sec): 3 clusters
  Score: Raw -201669.259713 + Penalty 2494.099699 = -199175.160014
  nChanged 5
		SP:Iteration 29Q (63152.690000 sec): 3 clusters
  Score: Raw -201671.813949 + Penalty 2494.099699 = -199177.714249
  nChanged 6
		SP:Iteration 30Q (63152.850000 sec): 3 clusters
  Score: Raw -201674.807667 + Penalty 2494.099699 = -199180.707967
  nChanged 4
		SP:Iteration 31Q (63153.020000 sec): 3 clusters
  Score: Raw -201677.023291 + Penalty 2494.099699 = -199182.923591
  nChanged 5
		SP:Iteration 32Q (63153.160000 sec): 3 clusters
  Score: Raw -201679.596909 + Penalty 2494.099699 = -199185.497210
  nChanged 6
		SP:Iteration 33Q (63153.330000 sec): 3 clusters
  Score: Raw -201681.415750 + Penalty 2494.099699 = -199187.316050
  nChanged 5
		SP:Iteration 34Q (63153.500000 sec): 3 clusters
  Score: Raw -201683.746093 + Penalty 2494.099699 = -199189.646393
  nChanged 3
		SP:Iteration 35Q (63153.680000 sec): 3 clusters
  Score: Raw -201684.673815 + Penalty 2494.099699 = -199190.574116
  nChanged 5
		SP:Iteration 36Q (63153.850000 sec): 3 clusters
  Score: Raw -201686.795290 + Penalty 2494.099699 = -199192.695590
  nChanged 4
		SP:Iteration 37Q (63153.990000 sec): 3 clusters
  Score: Raw -201688.099100 + Penalty 2494.099699 = -199193.999401
  nChanged 5
		SP:Iteration 38Q (63154.140000 sec): 3 clusters
  Score: Raw -201689.835611 + Penalty 2494.099699 = -199195.735911
  nChanged 4
		SP:Iteration 39Q (63154.350000 sec): 3 clusters
  Score: Raw -201691.295020 + Penalty 2494.099699 = -199197.195321
  nChanged 1
		SP:Iteration 40F (63154.500000 sec): 3 clusters
  Score: Raw -201691.458541 + Penalty 2494.099699 = -199197.358841
  nChanged 2
		SP:Iteration 41Q (63154.710000 sec): 3 clusters
  Score: Raw -201692.054834 + Penalty 2494.099699 = -199197.955135
  nChanged 0
		SP:Iteration 42F (63154.880000 sec): 3 clusters
  Score: Raw -201692.054834 + Penalty 2494.099699 = -199197.955135
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63154.990000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63155.150000 sec): 3 clusters
  Score: Raw -7534.151617 + Penalty 1440.015460 = -6094.136157
  nChanged 3
		SP:Iteration 1Q (63155.320000 sec): 3 clusters
  Score: Raw -7544.668630 + Penalty 1440.015460 = -6104.653170
  nChanged 0
		SP:Iteration 2F (63155.510000 sec): 3 clusters
  Score: Raw -7544.668630 + Penalty 1440.015460 = -6104.653170
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63155.590000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63155.800000 sec): 3 clusters
  Score: Raw -330512.169012 + Penalty 2605.732077 = -327906.436935
  nChanged 1109
		SP:Iteration 1F (63155.970000 sec): 3 clusters
  Score: Raw -331116.850571 + Penalty 2605.732077 = -328511.118494
  nChanged 222
		SP:Iteration 2F (63156.190000 sec): 3 clusters
  Score: Raw -331257.051702 + Penalty 2605.732077 = -328651.319625
  nChanged 148
		SP:Iteration 3Q (63156.350000 sec): 3 clusters
  Score: Raw -331344.576006 + Penalty 2605.732077 = -328738.843929
  nChanged 105
		SP:Iteration 4Q (63156.520000 sec): 3 clusters
  Score: Raw -331400.337525 + Penalty 2605.732077 = -328794.605448
  nChanged 90
		SP:Iteration 5Q (63156.650000 sec): 3 clusters
  Score: Raw -331452.309744 + Penalty 2605.732077 = -328846.577667
  nChanged 78
		SP:Iteration 6Q (63156.810000 sec): 3 clusters
  Score: Raw -331493.147909 + Penalty 2605.732077 = -328887.415832
  nChanged 57
		SP:Iteration 7Q (63157.030000 sec): 3 clusters
  Score: Raw -331524.361487 + Penalty 2605.732077 = -328918.629410
  nChanged 63
		SP:Iteration 8Q (63157.220000 sec): 3 clusters
  Score: Raw -331558.504177 + Penalty 2605.732077 = -328952.772100
  nChanged 60
		SP:Iteration 9Q (63157.370000 sec): 3 clusters
  Score: Raw -331593.680576 + Penalty 2605.732077 = -328987.948499
  nChanged 66
		SP:Iteration 10Q (63157.540000 sec): 3 clusters
  Score: Raw -331629.201121 + Penalty 2605.732077 = -329023.469044
  nChanged 52
		SP:Iteration 11Q (63157.760000 sec): 3 clusters
  Score: Raw -331662.190321 + Penalty 2605.732077 = -329056.458244
  nChanged 56
		SP:Iteration 12Q (63157.930000 sec): 3 clusters
  Score: Raw -331696.731972 + Penalty 2605.732077 = -329090.999895
  nChanged 49
		SP:Iteration 13Q (63158.130000 sec): 3 clusters
  Score: Raw -331731.130963 + Penalty 2605.732077 = -329125.398886
  nChanged 49
		SP:Iteration 14Q (63158.270000 sec): 3 clusters
  Score: Raw -331764.308867 + Penalty 2605.732077 = -329158.576790
  nChanged 56
		SP:Iteration 15Q (63158.450000 sec): 3 clusters
  Score: Raw -331798.607026 + Penalty 2605.732077 = -329192.874949
  nChanged 51
		SP:Iteration 16Q (63158.630000 sec): 3 clusters
  Score: Raw -331829.386629 + Penalty 2605.732077 = -329223.654552
  nChanged 41
		SP:Iteration 17Q (63158.830000 sec): 3 clusters
  Score: Raw -331856.596301 + Penalty 2605.732077 = -329250.864224
  nChanged 35
		SP:Iteration 18Q (63159.030000 sec): 3 clusters
  Score: Raw -331872.945038 + Penalty 2605.732077 = -329267.212961
  nChanged 30
		SP:Iteration 19Q (63159.170000 sec): 3 clusters
  Score: Raw -331886.999188 + Penalty 2605.732077 = -329281.267111
  nChanged 29
		SP:Iteration 20F (63159.330000 sec): 3 clusters
  Score: Raw -331901.839109 + Penalty 2605.732077 = -329296.107032
  nChanged 24
		SP:Iteration 21Q (63159.470000 sec): 3 clusters
  Score: Raw -331915.598602 + Penalty 2605.732077 = -329309.866525
  nChanged 29
		SP:Iteration 22Q (63159.630000 sec): 3 clusters
  Score: Raw -331928.560832 + Penalty 2605.732077 = -329322.828755
  nChanged 23
		SP:Iteration 23Q (63159.840000 sec): 3 clusters
  Score: Raw -331937.277833 + Penalty 2605.732077 = -329331.545756
  nChanged 12
		SP:Iteration 24Q (63160.020000 sec): 3 clusters
  Score: Raw -331944.981923 + Penalty 2605.732077 = -329339.249846
  nChanged 14
		SP:Iteration 25Q (63160.190000 sec): 3 clusters
  Score: Raw -331951.454065 + Penalty 2605.732077 = -329345.721988
  nChanged 8
		SP:Iteration 26Q (63160.370000 sec): 3 clusters
  Score: Raw -331955.438951 + Penalty 2605.732077 = -329349.706874
  nChanged 10
		SP:Iteration 27Q (63160.560000 sec): 3 clusters
  Score: Raw -331960.334270 + Penalty 2605.732077 = -329354.602193
  nChanged 10
		SP:Iteration 28Q (63160.730000 sec): 3 clusters
  Score: Raw -331965.946242 + Penalty 2605.732077 = -329360.214165
  nChanged 16
		SP:Iteration 29Q (63160.900000 sec): 3 clusters
  Score: Raw -331973.605383 + Penalty 2605.732077 = -329367.873306
  nChanged 9
		SP:Iteration 30Q (63161.110000 sec): 3 clusters
  Score: Raw -331976.460617 + Penalty 2605.732077 = -329370.728540
  nChanged 7
		SP:Iteration 31Q (63161.290000 sec): 3 clusters
  Score: Raw -331978.158381 + Penalty 2605.732077 = -329372.426304
  nChanged 6
		SP:Iteration 32Q (63161.460000 sec): 3 clusters
  Score: Raw -331979.749503 + Penalty 2605.732077 = -329374.017426
  nChanged 4
		SP:Iteration 33Q (63161.640000 sec): 3 clusters
  Score: Raw -331980.846100 + Penalty 2605.732077 = -329375.114023
  nChanged 2
		SP:Iteration 34Q (63161.800000 sec): 3 clusters
  Score: Raw -331981.257171 + Penalty 2605.732077 = -329375.525094
  nChanged 0
		SP:Iteration 35F (63161.960000 sec): 3 clusters
  Score: Raw -331981.257171 + Penalty 2605.732077 = -329375.525094
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63162.030000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63162.230000 sec): 3 clusters
  Score: Raw -119931.829249 + Penalty 2286.176077 = -117645.653172
  nChanged 356
		SP:Iteration 1F (63162.370000 sec): 3 clusters
  Score: Raw -120242.017169 + Penalty 2286.176077 = -117955.841092
  nChanged 101
		SP:Iteration 2F (63162.550000 sec): 3 clusters
  Score: Raw -120334.317577 + Penalty 2286.176077 = -118048.141500
  nChanged 52
		SP:Iteration 3Q (63162.750000 sec): 3 clusters
  Score: Raw -120384.354136 + Penalty 2286.176077 = -118098.178059
  nChanged 32
		SP:Iteration 4Q (63162.910000 sec): 3 clusters
  Score: Raw -120418.840897 + Penalty 2286.176077 = -118132.664819
  nChanged 33
		SP:Iteration 5Q (63163.090000 sec): 3 clusters
  Score: Raw -120458.382433 + Penalty 2286.176077 = -118172.206356
  nChanged 30
		SP:Iteration 6Q (63163.320000 sec): 3 clusters
  Score: Raw -120486.738786 + Penalty 2286.176077 = -118200.562708
  nChanged 33
		SP:Iteration 7Q (63163.520000 sec): 3 clusters
  Score: Raw -120522.393203 + Penalty 2286.176077 = -118236.217126
  nChanged 31
		SP:Iteration 8Q (63163.700000 sec): 3 clusters
  Score: Raw -120559.117047 + Penalty 2286.176077 = -118272.940970
  nChanged 27
		SP:Iteration 9Q (63163.850000 sec): 3 clusters
  Score: Raw -120589.814121 + Penalty 2286.176077 = -118303.638043
  nChanged 27
		SP:Iteration 10Q (63164.030000 sec): 3 clusters
  Score: Raw -120626.422297 + Penalty 2286.176077 = -118340.246220
  nChanged 19
		SP:Iteration 11Q (63164.210000 sec): 3 clusters
  Score: Raw -120649.373295 + Penalty 2286.176077 = -118363.197218
  nChanged 17
		SP:Iteration 12Q (63164.360000 sec): 3 clusters
  Score: Raw -120667.046822 + Penalty 2286.176077 = -118380.870745
  nChanged 22
		SP:Iteration 13Q (63164.550000 sec): 3 clusters
  Score: Raw -120689.502069 + Penalty 2286.176077 = -118403.325992
  nChanged 15
		SP:Iteration 14Q (63164.740000 sec): 3 clusters
  Score: Raw -120704.676191 + Penalty 2286.176077 = -118418.500114
  nChanged 13
		SP:Iteration 15Q (63164.930000 sec): 3 clusters
  Score: Raw -120740.697597 + Penalty 2286.176077 = -118454.521520
  nChanged 25
		SP:Iteration 16Q (63165.070000 sec): 3 clusters
  Score: Raw -120797.549788 + Penalty 2286.176077 = -118511.373711
  nChanged 27
		SP:Iteration 17Q (63165.230000 sec): 3 clusters
  Score: Raw -120849.332735 + Penalty 2286.176077 = -118563.156657
  nChanged 28
		SP:Iteration 18Q (63165.420000 sec): 3 clusters
  Score: Raw -120902.860281 + Penalty 2286.176077 = -118616.684204
  nChanged 22
		SP:Iteration 19Q (63165.570000 sec): 3 clusters
  Score: Raw -120932.643322 + Penalty 2286.176077 = -118646.467244
  nChanged 20
		SP:Iteration 20F (63165.740000 sec): 3 clusters
  Score: Raw -120958.976959 + Penalty 2286.176077 = -118672.800882
  nChanged 13
		SP:Iteration 21Q (63165.880000 sec): 3 clusters
  Score: Raw -120977.197428 + Penalty 2286.176077 = -118691.021351
  nChanged 12
		SP:Iteration 22Q (63166.050000 sec): 3 clusters
  Score: Raw -120991.537978 + Penalty 2286.176077 = -118705.361901
  nChanged 7
		SP:Iteration 23Q (63166.180000 sec): 3 clusters
  Score: Raw -121006.632367 + Penalty 2286.176077 = -118720.456289
  nChanged 12
		SP:Iteration 24Q (63166.360000 sec): 3 clusters
  Score: Raw -121022.120079 + Penalty 2286.176077 = -118735.944002
  nChanged 9
		SP:Iteration 25Q (63166.560000 sec): 3 clusters
  Score: Raw -121032.269896 + Penalty 2286.176077 = -118746.093819
  nChanged 5
		SP:Iteration 26Q (63166.740000 sec): 3 clusters
  Score: Raw -121038.345032 + Penalty 2286.176077 = -118752.168955
  nChanged 6
		SP:Iteration 27Q (63166.860000 sec): 3 clusters
  Score: Raw -121044.127714 + Penalty 2286.176077 = -118757.951637
  nChanged 4
		SP:Iteration 28Q (63167.030000 sec): 3 clusters
  Score: Raw -121051.192984 + Penalty 2286.176077 = -118765.016906
  nChanged 5
		SP:Iteration 29Q (63167.210000 sec): 3 clusters
  Score: Raw -121059.837890 + Penalty 2286.176077 = -118773.661813
  nChanged 6
		SP:Iteration 30Q (63167.380000 sec): 3 clusters
  Score: Raw -121070.050063 + Penalty 2286.176077 = -118783.873986
  nChanged 11
		SP:Iteration 31Q (63167.540000 sec): 3 clusters
  Score: Raw -121087.432368 + Penalty 2286.176077 = -118801.256291
  nChanged 8
		SP:Iteration 32Q (63167.720000 sec): 3 clusters
  Score: Raw -121102.338383 + Penalty 2286.176077 = -118816.162306
  nChanged 7
		SP:Iteration 33Q (63167.900000 sec): 3 clusters
  Score: Raw -121111.860040 + Penalty 2286.176077 = -118825.683963
  nChanged 7
		SP:Iteration 34Q (63168.080000 sec): 3 clusters
  Score: Raw -121121.412308 + Penalty 2286.176077 = -118835.236230
  nChanged 4
		SP:Iteration 35Q (63168.260000 sec): 3 clusters
  Score: Raw -121129.162490 + Penalty 2286.176077 = -118842.986412
  nChanged 4
		SP:Iteration 36Q (63168.410000 sec): 3 clusters
  Score: Raw -121133.093619 + Penalty 2286.176077 = -118846.917542
  nChanged 0
		SP:Iteration 37F (63168.580000 sec): 3 clusters
  Score: Raw -121133.093619 + Penalty 2286.176077 = -118846.917542
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63168.720000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63168.950000 sec): 3 clusters
  Score: Raw -861019.336593 + Penalty 2906.214823 = -858113.121770
  nChanged 3236
		SP:Iteration 1F (63169.120000 sec): 3 clusters
  Score: Raw -862792.309791 + Penalty 2906.214823 = -859886.094968
  nChanged 446
		SP:Iteration 2F (63169.330000 sec): 3 clusters
  Score: Raw -862986.793124 + Penalty 2906.214823 = -860080.578301
  nChanged 339
		SP:Iteration 3Q (63169.500000 sec): 3 clusters
  Score: Raw -863130.848397 + Penalty 2906.214823 = -860224.633574
  nChanged 308
		SP:Iteration 4Q (63169.700000 sec): 3 clusters
  Score: Raw -863262.145686 + Penalty 2906.214823 = -860355.930863
  nChanged 250
		SP:Iteration 5Q (63169.920000 sec): 3 clusters
  Score: Raw -863364.904094 + Penalty 2906.214823 = -860458.689271
  nChanged 242
		SP:Iteration 6Q (63170.190000 sec): 3 clusters
  Score: Raw -863477.603321 + Penalty 2906.214823 = -860571.388498
  nChanged 256
		SP:Iteration 7Q (63170.410000 sec): 3 clusters
  Score: Raw -863616.470285 + Penalty 2906.214823 = -860710.255462
  nChanged 304
		SP:Iteration 8Q (63170.610000 sec): 3 clusters
  Score: Raw -863809.916822 + Penalty 2906.214823 = -860903.701999
  nChanged 332
		SP:Iteration 9Q (63170.810000 sec): 3 clusters
  Score: Raw -864024.960467 + Penalty 2906.214823 = -861118.745644
  nChanged 329
		SP:Iteration 10Q (63171.040000 sec): 3 clusters
  Score: Raw -864241.853712 + Penalty 2906.214823 = -861335.638889
  nChanged 318
		SP:Iteration 11Q (63171.310000 sec): 3 clusters
  Score: Raw -864472.432215 + Penalty 2906.214823 = -861566.217393
  nChanged 294
		SP:Iteration 12Q (63171.490000 sec): 3 clusters
  Score: Raw -864699.861888 + Penalty 2906.214823 = -861793.647065
  nChanged 240
		SP:Iteration 13Q (63171.670000 sec): 3 clusters
  Score: Raw -864888.709677 + Penalty 2906.214823 = -861982.494854
  nChanged 197
		SP:Iteration 14Q (63171.880000 sec): 3 clusters
  Score: Raw -865043.912715 + Penalty 2906.214823 = -862137.697892
  nChanged 134
		SP:Iteration 15Q (63172.140000 sec): 3 clusters
  Score: Raw -865146.266399 + Penalty 2906.214823 = -862240.051577
  nChanged 85
		SP:Iteration 16Q (63172.310000 sec): 3 clusters
  Score: Raw -865210.544943 + Penalty 2906.214823 = -862304.330120
  nChanged 61
		SP:Iteration 17Q (63172.560000 sec): 3 clusters
  Score: Raw -865259.914447 + Penalty 2906.214823 = -862353.699624
  nChanged 45
		SP:Iteration 18Q (63172.770000 sec): 3 clusters
  Score: Raw -865302.542655 + Penalty 2906.214823 = -862396.327833
  nChanged 40
		SP:Iteration 19Q (63172.990000 sec): 3 clusters
  Score: Raw -865339.510924 + Penalty 2906.214823 = -862433.296102
  nChanged 20
		SP:Iteration 20F (63173.140000 sec): 3 clusters
  Score: Raw -865357.631226 + Penalty 2906.214823 = -862451.416403
  nChanged 18
		SP:Iteration 21Q (63173.380000 sec): 3 clusters
  Score: Raw -865374.487547 + Penalty 2906.214823 = -862468.272725
  nChanged 12
		SP:Iteration 22Q (63173.590000 sec): 3 clusters
  Score: Raw -865384.220639 + Penalty 2906.214823 = -862478.005816
  nChanged 3
		SP:Iteration 23Q (63173.780000 sec): 3 clusters
  Score: Raw -865388.278004 + Penalty 2906.214823 = -862482.063181
  nChanged 3
		SP:Iteration 24Q (63174.010000 sec): 3 clusters
  Score: Raw -865390.222756 + Penalty 2906.214823 = -862484.007933
  nChanged 1
		SP:Iteration 25Q (63174.220000 sec): 3 clusters
  Score: Raw -865390.703922 + Penalty 2906.214823 = -862484.489099
  nChanged 0
		SP:Iteration 26F (63174.430000 sec): 3 clusters
  Score: Raw -865390.703922 + Penalty 2906.214823 = -862484.489099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63174.760000 sec): 2 clusters
  Score: Raw -5319559.562871 + Penalty 1750.725025 = -5317808.837846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63175.190000 sec): 3 clusters
  Score: Raw -5289493.755609 + Penalty 3501.450050 = -5285992.305559
  nChanged 22419
		SP:Iteration 1F (63175.640000 sec): 3 clusters
  Score: Raw -5302114.562588 + Penalty 3501.450050 = -5298613.112539
  nChanged 1993
		SP:Iteration 2Q (63176.100000 sec): 3 clusters
  Score: Raw -5302838.432804 + Penalty 3501.450050 = -5299336.982754
  nChanged 2060
		SP:Iteration 3Q (63176.520000 sec): 3 clusters
  Score: Raw -5303723.654143 + Penalty 3501.450050 = -5300222.204093
  nChanged 2230
		SP:Iteration 4Q (63177.030000 sec): 3 clusters
  Score: Raw -5304801.921702 + Penalty 3501.450050 = -5301300.471652
  nChanged 2312
		SP:Iteration 5Q (63177.490000 sec): 3 clusters
  Score: Raw -5305960.743795 + Penalty 3501.450050 = -5302459.293745
  nChanged 2430
		SP:Iteration 6F (63177.910000 sec): 3 clusters
  Score: Raw -5307195.676497 + Penalty 3501.450050 = -5303694.226448
  nChanged 2489
		SP:Iteration 7F (63178.400000 sec): 3 clusters
  Score: Raw -5308412.780792 + Penalty 3501.450050 = -5304911.330742
  nChanged 2402
		SP:Iteration 8F (63178.920000 sec): 3 clusters
  Score: Raw -5309581.303555 + Penalty 3501.450050 = -5306079.853506
  nChanged 2291
		SP:Iteration 9Q (63179.420000 sec): 3 clusters
  Score: Raw -5310708.253493 + Penalty 3501.450050 = -5307206.803444
  nChanged 2018
		SP:Iteration 10Q (63179.850000 sec): 3 clusters
  Score: Raw -5311638.619928 + Penalty 3501.450050 = -5308137.169879
  nChanged 1745
		SP:Iteration 11Q (63180.330000 sec): 3 clusters
  Score: Raw -5312408.882977 + Penalty 3501.450050 = -5308907.432928
  nChanged 1500
		SP:Iteration 12Q (63180.820000 sec): 3 clusters
  Score: Raw -5313002.507009 + Penalty 3501.450050 = -5309501.056959
  nChanged 1190
		SP:Iteration 13Q (63181.220000 sec): 3 clusters
  Score: Raw -5313401.431274 + Penalty 3501.450050 = -5309899.981224
  nChanged 953
		SP:Iteration 14Q (63181.660000 sec): 3 clusters
  Score: Raw -5313687.478027 + Penalty 3501.450050 = -5310186.027978
  nChanged 785
		SP:Iteration 15Q (63182.040000 sec): 3 clusters
  Score: Raw -5313895.141447 + Penalty 3501.450050 = -5310393.691397
  nChanged 661
		SP:Iteration 16Q (63182.470000 sec): 3 clusters
  Score: Raw -5314062.102225 + Penalty 3501.450050 = -5310560.652176
  nChanged 626
		SP:Iteration 17Q (63182.870000 sec): 3 clusters
  Score: Raw -5314215.733937 + Penalty 3501.450050 = -5310714.283888
  nChanged 590
		SP:Iteration 18Q (63183.250000 sec): 3 clusters
  Score: Raw -5314361.676082 + Penalty 3501.450050 = -5310860.226033
  nChanged 577
		SP:Iteration 19Q (63183.690000 sec): 3 clusters
  Score: Raw -5314503.781846 + Penalty 3501.450050 = -5311002.331796
  nChanged 598
		SP:Iteration 20F (63184.130000 sec): 3 clusters
  Score: Raw -5314648.615411 + Penalty 3501.450050 = -5311147.165361
  nChanged 546
		SP:Iteration 21Q (63184.500000 sec): 3 clusters
  Score: Raw -5314766.695631 + Penalty 3501.450050 = -5311265.245582
  nChanged 492
		SP:Iteration 22Q (63184.900000 sec): 3 clusters
  Score: Raw -5314862.721257 + Penalty 3501.450050 = -5311361.271208
  nChanged 428
		SP:Iteration 23Q (63185.320000 sec): 3 clusters
  Score: Raw -5314945.440975 + Penalty 3501.450050 = -5311443.990926
  nChanged 416
		SP:Iteration 24Q (63185.740000 sec): 3 clusters
  Score: Raw -5315016.810218 + Penalty 3501.450050 = -5311515.360168
  nChanged 362
		SP:Iteration 25Q (63186.120000 sec): 3 clusters
  Score: Raw -5315075.087848 + Penalty 3501.450050 = -5311573.637799
  nChanged 342
		SP:Iteration 26Q (63186.490000 sec): 3 clusters
  Score: Raw -5315139.548499 + Penalty 3501.450050 = -5311638.098450
  nChanged 370
		SP:Iteration 27Q (63186.930000 sec): 3 clusters
  Score: Raw -5315204.733603 + Penalty 3501.450050 = -5311703.283553
  nChanged 340
		SP:Iteration 28Q (63187.340000 sec): 3 clusters
  Score: Raw -5315261.673002 + Penalty 3501.450050 = -5311760.222953
  nChanged 340
		SP:Iteration 29Q (63187.760000 sec): 3 clusters
  Score: Raw -5315317.862572 + Penalty 3501.450050 = -5311816.412522
  nChanged 339
		SP:Iteration 30Q (63188.220000 sec): 3 clusters
  Score: Raw -5315374.854169 + Penalty 3501.450050 = -5311873.404120
  nChanged 322
		SP:Iteration 31Q (63188.670000 sec): 3 clusters
  Score: Raw -5315423.798661 + Penalty 3501.450050 = -5311922.348611
  nChanged 335
		SP:Iteration 32Q (63189.090000 sec): 3 clusters
  Score: Raw -5315478.344807 + Penalty 3501.450050 = -5311976.894757
  nChanged 344
		SP:Iteration 33Q (63189.510000 sec): 3 clusters
  Score: Raw -5315536.074792 + Penalty 3501.450050 = -5312034.624743
  nChanged 341
		SP:Iteration 34Q (63189.960000 sec): 3 clusters
  Score: Raw -5315593.640749 + Penalty 3501.450050 = -5312092.190700
  nChanged 359
		SP:Iteration 35Q (63190.380000 sec): 3 clusters
  Score: Raw -5315652.450513 + Penalty 3501.450050 = -5312151.000464
  nChanged 357
		SP:Iteration 36Q (63190.800000 sec): 3 clusters
  Score: Raw -5315716.646794 + Penalty 3501.450050 = -5312215.196745
  nChanged 414
		SP:Iteration 37Q (63191.180000 sec): 3 clusters
  Score: Raw -5315793.108968 + Penalty 3501.450050 = -5312291.658919
  nChanged 389
		SP:Iteration 38Q (63191.560000 sec): 3 clusters
  Score: Raw -5315861.978438 + Penalty 3501.450050 = -5312360.528389
  nChanged 374
		SP:Iteration 39Q (63191.930000 sec): 3 clusters
  Score: Raw -5315923.236500 + Penalty 3501.450050 = -5312421.786450
  nChanged 360
		SP:Iteration 40F (63192.340000 sec): 3 clusters
  Score: Raw -5315979.860285 + Penalty 3501.450050 = -5312478.410235
  nChanged 363
		SP:Iteration 41Q (63192.760000 sec): 3 clusters
  Score: Raw -5316039.603575 + Penalty 3501.450050 = -5312538.153525
  nChanged 343
		SP:Iteration 42Q (63193.150000 sec): 3 clusters
  Score: Raw -5316095.011806 + Penalty 3501.450050 = -5312593.561756
  nChanged 364
		SP:Iteration 43Q (63193.560000 sec): 3 clusters
  Score: Raw -5316154.761799 + Penalty 3501.450050 = -5312653.311750
  nChanged 357
		SP:Iteration 44Q (63193.980000 sec): 3 clusters
  Score: Raw -5316216.154771 + Penalty 3501.450050 = -5312714.704722
  nChanged 360
		SP:Iteration 45Q (63194.440000 sec): 3 clusters
  Score: Raw -5316283.138294 + Penalty 3501.450050 = -5312781.688244
  nChanged 359
		SP:Iteration 46Q (63194.900000 sec): 3 clusters
  Score: Raw -5316350.059852 + Penalty 3501.450050 = -5312848.609802
  nChanged 371
		SP:Iteration 47Q (63195.380000 sec): 3 clusters
  Score: Raw -5316427.958875 + Penalty 3501.450050 = -5312926.508825
  nChanged 423
		SP:Iteration 48Q (63195.800000 sec): 3 clusters
  Score: Raw -5316527.371332 + Penalty 3501.450050 = -5313025.921282
  nChanged 462
		SP:Iteration 49Q (63196.240000 sec): 3 clusters
  Score: Raw -5316642.673890 + Penalty 3501.450050 = -5313141.223841
  nChanged 437
		SP:Iteration 50Q (63196.680000 sec): 3 clusters
  Score: Raw -5316754.347764 + Penalty 3501.450050 = -5313252.897715
  nChanged 479
		SP:Iteration 51Q (63197.180000 sec): 3 clusters
  Score: Raw -5316892.456685 + Penalty 3501.450050 = -5313391.006635
  nChanged 513
		SP:Iteration 52Q (63197.610000 sec): 3 clusters
  Score: Raw -5317061.059853 + Penalty 3501.450050 = -5313559.609803
  nChanged 544
		SP:Iteration 53Q (63198.060000 sec): 3 clusters
  Score: Raw -5317259.989231 + Penalty 3501.450050 = -5313758.539181
  nChanged 604
		SP:Iteration 54Q (63198.500000 sec): 3 clusters
  Score: Raw -5317518.724675 + Penalty 3501.450050 = -5314017.274625
  nChanged 633
		SP:Iteration 55Q (63198.980000 sec): 3 clusters
  Score: Raw -5317812.959077 + Penalty 3501.450050 = -5314311.509028
  nChanged 660
		SP:Iteration 56Q (63199.360000 sec): 3 clusters
  Score: Raw -5318130.147731 + Penalty 3501.450050 = -5314628.697681
  nChanged 658
		SP:Iteration 57Q (63199.700000 sec): 3 clusters
  Score: Raw -5318470.211914 + Penalty 3501.450050 = -5314968.761865
  nChanged 695
		SP:Iteration 58Q (63200.070000 sec): 3 clusters
  Score: Raw -5318845.883723 + Penalty 3501.450050 = -5315344.433674
  nChanged 574
		SP:Iteration 59Q (63200.470000 sec): 3 clusters
  Score: Raw -5319130.565171 + Penalty 3501.450050 = -5315629.115122
  nChanged 474
		SP:Iteration 60F (63200.900000 sec): 3 clusters
  Score: Raw -5319341.025287 + Penalty 3501.450050 = -5315839.575237
  nChanged 409
		SP:Iteration 61Q (63201.360000 sec): 3 clusters
  Score: Raw -5319502.232515 + Penalty 3501.450050 = -5316000.782466
  nChanged 340
		SP:Iteration 62Q (63201.800000 sec): 3 clusters
  Score: Raw -5319632.099867 + Penalty 3501.450050 = -5316130.649818
  nChanged 308
		SP:Iteration 63Q (63202.170000 sec): 3 clusters
  Score: Raw -5319740.498172 + Penalty 3501.450050 = -5316239.048122
  nChanged 276
		SP:Iteration 64Q (63202.590000 sec): 3 clusters
  Score: Raw -5319841.220253 + Penalty 3501.450050 = -5316339.770204
  nChanged 254
		SP:Iteration 65Q (63202.960000 sec): 3 clusters
  Score: Raw -5319932.257407 + Penalty 3501.450050 = -5316430.807357
  nChanged 240
		SP:Iteration 66Q (63203.350000 sec): 3 clusters
  Score: Raw -5320011.992104 + Penalty 3501.450050 = -5316510.542055
  nChanged 213
		SP:Iteration 67Q (63203.750000 sec): 3 clusters
  Score: Raw -5320084.188524 + Penalty 3501.450050 = -5316582.738474
  nChanged 228
		SP:Iteration 68Q (63204.190000 sec): 3 clusters
  Score: Raw -5320176.428482 + Penalty 3501.450050 = -5316674.978432
  nChanged 207
		SP:Iteration 69Q (63204.590000 sec): 3 clusters
  Score: Raw -5320251.000044 + Penalty 3501.450050 = -5316749.549995
  nChanged 170
		SP:Iteration 70Q (63205.040000 sec): 3 clusters
  Score: Raw -5320311.714474 + Penalty 3501.450050 = -5316810.264424
  nChanged 183
		SP:Iteration 71Q (63205.470000 sec): 3 clusters
  Score: Raw -5320377.138734 + Penalty 3501.450050 = -5316875.688685
  nChanged 178
		SP:Iteration 72Q (63205.850000 sec): 3 clusters
  Score: Raw -5320434.768675 + Penalty 3501.450050 = -5316933.318626
  nChanged 152
		SP:Iteration 73Q (63206.270000 sec): 3 clusters
  Score: Raw -5320475.926465 + Penalty 3501.450050 = -5316974.476415
  nChanged 134
		SP:Iteration 74Q (63206.700000 sec): 3 clusters
  Score: Raw -5320512.587658 + Penalty 3501.450050 = -5317011.137609
  nChanged 116
		SP:Iteration 75Q (63207.170000 sec): 3 clusters
  Score: Raw -5320540.502779 + Penalty 3501.450050 = -5317039.052730
  nChanged 89
		SP:Iteration 76Q (63207.590000 sec): 3 clusters
  Score: Raw -5320556.048670 + Penalty 3501.450050 = -5317054.598620
  nChanged 69
		SP:Iteration 77Q (63208.000000 sec): 3 clusters
  Score: Raw -5320567.721324 + Penalty 3501.450050 = -5317066.271274
  nChanged 63
		SP:Iteration 78Q (63208.430000 sec): 3 clusters
  Score: Raw -5320576.693684 + Penalty 3501.450050 = -5317075.243635
  nChanged 58
		SP:Iteration 79Q (63208.860000 sec): 3 clusters
  Score: Raw -5320585.783604 + Penalty 3501.450050 = -5317084.333555
  nChanged 56
		SP:Iteration 80F (63209.320000 sec): 3 clusters
  Score: Raw -5320593.110498 + Penalty 3501.450050 = -5317091.660448
  nChanged 40
		SP:Iteration 81Q (63209.720000 sec): 3 clusters
  Score: Raw -5320598.556056 + Penalty 3501.450050 = -5317097.106006
  nChanged 45
		SP:Iteration 82Q (63210.160000 sec): 3 clusters
  Score: Raw -5320603.046889 + Penalty 3501.450050 = -5317101.596839
  nChanged 42
		SP:Iteration 83Q (63210.610000 sec): 3 clusters
  Score: Raw -5320608.357860 + Penalty 3501.450050 = -5317106.907811
  nChanged 43
		SP:Iteration 84Q (63211.010000 sec): 3 clusters
  Score: Raw -5320613.376842 + Penalty 3501.450050 = -5317111.926792
  nChanged 40
		SP:Iteration 85Q (63211.470000 sec): 3 clusters
  Score: Raw -5320618.250681 + Penalty 3501.450050 = -5317116.800631
  nChanged 33
		SP:Iteration 86Q (63211.900000 sec): 3 clusters
  Score: Raw -5320622.390128 + Penalty 3501.450050 = -5317120.940078
  nChanged 26
		SP:Iteration 87Q (63212.320000 sec): 3 clusters
  Score: Raw -5320624.604767 + Penalty 3501.450050 = -5317123.154718
  nChanged 22
		SP:Iteration 88Q (63212.760000 sec): 3 clusters
  Score: Raw -5320626.558819 + Penalty 3501.450050 = -5317125.108770
  nChanged 16
		SP:Iteration 89Q (63213.190000 sec): 3 clusters
  Score: Raw -5320627.831754 + Penalty 3501.450050 = -5317126.381704
  nChanged 24
		SP:Iteration 90Q (63213.590000 sec): 3 clusters
  Score: Raw -5320629.927943 + Penalty 3501.450050 = -5317128.477893
  nChanged 10
		SP:Iteration 91Q (63214.030000 sec): 3 clusters
  Score: Raw -5320630.983609 + Penalty 3501.450050 = -5317129.533559
  nChanged 14
		SP:Iteration 92Q (63214.450000 sec): 3 clusters
  Score: Raw -5320632.376488 + Penalty 3501.450050 = -5317130.926439
  nChanged 13
		SP:Iteration 93Q (63214.860000 sec): 3 clusters
  Score: Raw -5320633.654595 + Penalty 3501.450050 = -5317132.204546
  nChanged 16
		SP:Iteration 94Q (63215.220000 sec): 3 clusters
  Score: Raw -5320634.835856 + Penalty 3501.450050 = -5317133.385807
  nChanged 12
		SP:Iteration 95Q (63215.550000 sec): 3 clusters
  Score: Raw -5320635.801995 + Penalty 3501.450050 = -5317134.351945
  nChanged 14
		SP:Iteration 96Q (63215.950000 sec): 3 clusters
  Score: Raw -5320636.797884 + Penalty 3501.450050 = -5317135.347834
  nChanged 9
		SP:Iteration 97Q (63216.320000 sec): 3 clusters
  Score: Raw -5320637.403021 + Penalty 3501.450050 = -5317135.952971
  nChanged 4
		SP:Iteration 98Q (63216.740000 sec): 3 clusters
  Score: Raw -5320637.569349 + Penalty 3501.450050 = -5317136.119300
  nChanged 1
		SP:Iteration 99Q (63217.080000 sec): 3 clusters
  Score: Raw -5320637.629425 + Penalty 3501.450050 = -5317136.179376
  nChanged 2
		SP:Iteration 100F (63217.500000 sec): 3 clusters
  Score: Raw -5320637.683030 + Penalty 3501.450050 = -5317136.232980
  nChanged 1
		SP:Iteration 101Q (63217.880000 sec): 3 clusters
  Score: Raw -5320637.708992 + Penalty 3501.450050 = -5317136.258942
  nChanged 0
		SP:Iteration 102F (63218.310000 sec): 3 clusters
  Score: Raw -5320637.708992 + Penalty 3501.450050 = -5317136.258942
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63218.450000 sec): 2 clusters
  Score: Raw -1359538.333657 + Penalty 1531.675219 = -1358006.658437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63218.690000 sec): 3 clusters
  Score: Raw -1352370.029535 + Penalty 3063.350439 = -1349306.679096
  nChanged 5434
		SP:Iteration 1F (63218.960000 sec): 3 clusters
  Score: Raw -1355369.480291 + Penalty 3063.350439 = -1352306.129852
  nChanged 690
		SP:Iteration 2F (63219.160000 sec): 3 clusters
  Score: Raw -1355644.010979 + Penalty 3063.350439 = -1352580.660541
  nChanged 595
		SP:Iteration 3Q (63219.460000 sec): 3 clusters
  Score: Raw -1355917.643793 + Penalty 3063.350439 = -1352854.293354
  nChanged 583
		SP:Iteration 4Q (63219.680000 sec): 3 clusters
  Score: Raw -1356208.325983 + Penalty 3063.350439 = -1353144.975544
  nChanged 597
		SP:Iteration 5Q (63219.930000 sec): 3 clusters
  Score: Raw -1356520.469871 + Penalty 3063.350439 = -1353457.119432
  nChanged 628
		SP:Iteration 6F (63220.140000 sec): 3 clusters
  Score: Raw -1356846.629365 + Penalty 3063.350439 = -1353783.278926
  nChanged 582
		SP:Iteration 7Q (63220.380000 sec): 3 clusters
  Score: Raw -1357153.963346 + Penalty 3063.350439 = -1354090.612907
  nChanged 619
		SP:Iteration 8Q (63220.620000 sec): 3 clusters
  Score: Raw -1357476.355053 + Penalty 3063.350439 = -1354413.004614
  nChanged 545
		SP:Iteration 9Q (63220.880000 sec): 3 clusters
  Score: Raw -1357723.235308 + Penalty 3063.350439 = -1354659.884870
  nChanged 440
		SP:Iteration 10Q (63221.110000 sec): 3 clusters
  Score: Raw -1357897.890353 + Penalty 3063.350439 = -1354834.539914
  nChanged 378
		SP:Iteration 11Q (63221.370000 sec): 3 clusters
  Score: Raw -1358016.136231 + Penalty 3063.350439 = -1354952.785793
  nChanged 274
		SP:Iteration 12Q (63221.610000 sec): 3 clusters
  Score: Raw -1358089.538256 + Penalty 3063.350439 = -1355026.187817
  nChanged 212
		SP:Iteration 13Q (63221.840000 sec): 3 clusters
  Score: Raw -1358136.767069 + Penalty 3063.350439 = -1355073.416630
  nChanged 168
		SP:Iteration 14Q (63222.070000 sec): 3 clusters
  Score: Raw -1358167.376845 + Penalty 3063.350439 = -1355104.026406
  nChanged 129
		SP:Iteration 15Q (63222.300000 sec): 3 clusters
  Score: Raw -1358190.320295 + Penalty 3063.350439 = -1355126.969856
  nChanged 112
		SP:Iteration 16Q (63222.510000 sec): 3 clusters
  Score: Raw -1358208.016365 + Penalty 3063.350439 = -1355144.665926
  nChanged 109
		SP:Iteration 17Q (63222.800000 sec): 3 clusters
  Score: Raw -1358224.569658 + Penalty 3063.350439 = -1355161.219219
  nChanged 94
		SP:Iteration 18Q (63223.050000 sec): 3 clusters
  Score: Raw -1358239.259368 + Penalty 3063.350439 = -1355175.908929
  nChanged 77
		SP:Iteration 19Q (63223.270000 sec): 3 clusters
  Score: Raw -1358251.136004 + Penalty 3063.350439 = -1355187.785565
  nChanged 73
		SP:Iteration 20F (63223.510000 sec): 3 clusters
  Score: Raw -1358261.438607 + Penalty 3063.350439 = -1355198.088168
  nChanged 75
		SP:Iteration 21Q (63223.730000 sec): 3 clusters
  Score: Raw -1358271.667596 + Penalty 3063.350439 = -1355208.317158
  nChanged 66
		SP:Iteration 22Q (63223.980000 sec): 3 clusters
  Score: Raw -1358280.587178 + Penalty 3063.350439 = -1355217.236739
  nChanged 65
		SP:Iteration 23Q (63224.210000 sec): 3 clusters
  Score: Raw -1358289.838553 + Penalty 3063.350439 = -1355226.488115
  nChanged 60
		SP:Iteration 24Q (63224.460000 sec): 3 clusters
  Score: Raw -1358297.201445 + Penalty 3063.350439 = -1355233.851006
  nChanged 55
		SP:Iteration 25Q (63224.710000 sec): 3 clusters
  Score: Raw -1358303.863017 + Penalty 3063.350439 = -1355240.512578
  nChanged 50
		SP:Iteration 26Q (63224.950000 sec): 3 clusters
  Score: Raw -1358311.152810 + Penalty 3063.350439 = -1355247.802371
  nChanged 60
		SP:Iteration 27Q (63225.190000 sec): 3 clusters
  Score: Raw -1358320.508344 + Penalty 3063.350439 = -1355257.157905
  nChanged 76
		SP:Iteration 28Q (63225.430000 sec): 3 clusters
  Score: Raw -1358332.309049 + Penalty 3063.350439 = -1355268.958610
  nChanged 76
		SP:Iteration 29Q (63225.650000 sec): 3 clusters
  Score: Raw -1358345.711491 + Penalty 3063.350439 = -1355282.361052
  nChanged 97
		SP:Iteration 30Q (63225.850000 sec): 3 clusters
  Score: Raw -1358361.732078 + Penalty 3063.350439 = -1355298.381639
  nChanged 100
		SP:Iteration 31Q (63226.120000 sec): 3 clusters
  Score: Raw -1358381.974001 + Penalty 3063.350439 = -1355318.623562
  nChanged 102
		SP:Iteration 32Q (63226.330000 sec): 3 clusters
  Score: Raw -1358404.001699 + Penalty 3063.350439 = -1355340.651260
  nChanged 112
		SP:Iteration 33Q (63226.610000 sec): 3 clusters
  Score: Raw -1358429.667000 + Penalty 3063.350439 = -1355366.316561
  nChanged 127
		SP:Iteration 34Q (63226.810000 sec): 3 clusters
  Score: Raw -1358460.805213 + Penalty 3063.350439 = -1355397.454774
  nChanged 146
		SP:Iteration 35Q (63227.070000 sec): 3 clusters
  Score: Raw -1358499.549938 + Penalty 3063.350439 = -1355436.199499
  nChanged 169
		SP:Iteration 36Q (63227.320000 sec): 3 clusters
  Score: Raw -1358550.989699 + Penalty 3063.350439 = -1355487.639261
  nChanged 177
		SP:Iteration 37Q (63227.560000 sec): 3 clusters
  Score: Raw -1358614.810411 + Penalty 3063.350439 = -1355551.459972
  nChanged 206
		SP:Iteration 38Q (63227.810000 sec): 3 clusters
  Score: Raw -1358703.897945 + Penalty 3063.350439 = -1355640.547506
  nChanged 243
		SP:Iteration 39Q (63228.070000 sec): 3 clusters
  Score: Raw -1358829.136167 + Penalty 3063.350439 = -1355765.785728
  nChanged 272
		SP:Iteration 40F (63228.300000 sec): 3 clusters
  Score: Raw -1359000.580879 + Penalty 3063.350439 = -1355937.230440
  nChanged 292
		SP:Iteration 41Q (63228.530000 sec): 3 clusters
  Score: Raw -1359236.976319 + Penalty 3063.350439 = -1356173.625880
  nChanged 293
		SP:Iteration 42Q (63228.750000 sec): 3 clusters
  Score: Raw -1359518.474115 + Penalty 3063.350439 = -1356455.123676
  nChanged 228
		SP:Iteration 43Q (63228.950000 sec): 3 clusters
  Score: Raw -1359688.743288 + Penalty 3063.350439 = -1356625.392849
  nChanged 161
		SP:Iteration 44Q (63229.140000 sec): 3 clusters
  Score: Raw -1359778.570932 + Penalty 3063.350439 = -1356715.220493
  nChanged 129
		SP:Iteration 45Q (63229.320000 sec): 3 clusters
  Score: Raw -1359835.108066 + Penalty 3063.350439 = -1356771.757627
  nChanged 85
		SP:Iteration 46Q (63229.500000 sec): 3 clusters
  Score: Raw -1359865.804499 + Penalty 3063.350439 = -1356802.454060
  nChanged 70
		SP:Iteration 47Q (63229.710000 sec): 3 clusters
  Score: Raw -1359887.269945 + Penalty 3063.350439 = -1356823.919506
  nChanged 45
		SP:Iteration 48Q (63229.870000 sec): 3 clusters
  Score: Raw -1359900.452246 + Penalty 3063.350439 = -1356837.101807
  nChanged 40
		SP:Iteration 49Q (63230.050000 sec): 3 clusters
  Score: Raw -1359913.603193 + Penalty 3063.350439 = -1356850.252754
  nChanged 40
		SP:Iteration 50Q (63230.270000 sec): 3 clusters
  Score: Raw -1359927.262952 + Penalty 3063.350439 = -1356863.912514
  nChanged 40
		SP:Iteration 51Q (63230.510000 sec): 3 clusters
  Score: Raw -1359942.706263 + Penalty 3063.350439 = -1356879.355824
  nChanged 33
		SP:Iteration 52Q (63230.750000 sec): 3 clusters
  Score: Raw -1359952.932978 + Penalty 3063.350439 = -1356889.582540
  nChanged 24
		SP:Iteration 53Q (63230.940000 sec): 3 clusters
  Score: Raw -1359961.155942 + Penalty 3063.350439 = -1356897.805503
  nChanged 26
		SP:Iteration 54Q (63231.180000 sec): 3 clusters
  Score: Raw -1359970.277305 + Penalty 3063.350439 = -1356906.926866
  nChanged 24
		SP:Iteration 55Q (63231.400000 sec): 3 clusters
  Score: Raw -1359977.400921 + Penalty 3063.350439 = -1356914.050482
  nChanged 16
		SP:Iteration 56Q (63231.600000 sec): 3 clusters
  Score: Raw -1359982.258659 + Penalty 3063.350439 = -1356918.908220
  nChanged 11
		SP:Iteration 57Q (63231.860000 sec): 3 clusters
  Score: Raw -1359985.045751 + Penalty 3063.350439 = -1356921.695312
  nChanged 7
		SP:Iteration 58Q (63232.080000 sec): 3 clusters
  Score: Raw -1359985.804896 + Penalty 3063.350439 = -1356922.454458
  nChanged 1
		SP:Iteration 59Q (63232.280000 sec): 3 clusters
  Score: Raw -1359985.991690 + Penalty 3063.350439 = -1356922.641252
  nChanged 0
		SP:Iteration 60F (63232.520000 sec): 3 clusters
  Score: Raw -1359985.991690 + Penalty 3063.350439 = -1356922.641252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63232.580000 sec): 2 clusters
  Score: Raw -557762.294674 + Penalty 1391.134425 = -556371.160250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63232.800000 sec): 3 clusters
  Score: Raw -555079.947005 + Penalty 2782.268849 = -552297.678156
  nChanged 2079
		SP:Iteration 1F (63232.960000 sec): 3 clusters
  Score: Raw -556273.516129 + Penalty 2782.268849 = -553491.247280
  nChanged 384
		SP:Iteration 2F (63233.190000 sec): 3 clusters
  Score: Raw -556533.202587 + Penalty 2782.268849 = -553750.933738
  nChanged 369
		SP:Iteration 3F (63233.360000 sec): 3 clusters
  Score: Raw -556817.064901 + Penalty 2782.268849 = -554034.796052
  nChanged 343
		SP:Iteration 4F (63233.600000 sec): 3 clusters
  Score: Raw -557080.415604 + Penalty 2782.268849 = -554298.146755
  nChanged 306
		SP:Iteration 5F (63233.810000 sec): 3 clusters
  Score: Raw -557351.328184 + Penalty 2782.268849 = -554569.059335
  nChanged 317
		SP:Iteration 6F (63233.980000 sec): 3 clusters
  Score: Raw -557636.566202 + Penalty 2782.268849 = -554854.297352
  nChanged 259
		SP:Iteration 7Q (63234.160000 sec): 3 clusters
  Score: Raw -557841.452300 + Penalty 2782.268849 = -555059.183451
  nChanged 187
		SP:Iteration 8Q (63234.390000 sec): 3 clusters
  Score: Raw -557991.115201 + Penalty 2782.268849 = -555208.846352
  nChanged 171
		SP:Iteration 9Q (63234.570000 sec): 3 clusters
  Score: Raw -558119.627026 + Penalty 2782.268849 = -555337.358177
  nChanged 122
		SP:Iteration 10Q (63234.720000 sec): 3 clusters
  Score: Raw -558195.829309 + Penalty 2782.268849 = -555413.560460
  nChanged 101
		SP:Iteration 11Q (63234.940000 sec): 3 clusters
  Score: Raw -558241.687250 + Penalty 2782.268849 = -555459.418401
  nChanged 72
		SP:Iteration 12Q (63235.120000 sec): 3 clusters
  Score: Raw -558268.456773 + Penalty 2782.268849 = -555486.187924
  nChanged 58
		SP:Iteration 13Q (63235.290000 sec): 3 clusters
  Score: Raw -558286.821165 + Penalty 2782.268849 = -555504.552315
  nChanged 43
		SP:Iteration 14Q (63235.490000 sec): 3 clusters
  Score: Raw -558298.791741 + Penalty 2782.268849 = -555516.522892
  nChanged 42
		SP:Iteration 15Q (63235.630000 sec): 3 clusters
  Score: Raw -558311.846334 + Penalty 2782.268849 = -555529.577485
  nChanged 34
		SP:Iteration 16Q (63235.840000 sec): 3 clusters
  Score: Raw -558320.760056 + Penalty 2782.268849 = -555538.491207
  nChanged 28
		SP:Iteration 17Q (63236.070000 sec): 3 clusters
  Score: Raw -558328.795887 + Penalty 2782.268849 = -555546.527038
  nChanged 30
		SP:Iteration 18Q (63236.280000 sec): 3 clusters
  Score: Raw -558336.142259 + Penalty 2782.268849 = -555553.873410
  nChanged 21
		SP:Iteration 19Q (63236.510000 sec): 3 clusters
  Score: Raw -558340.069107 + Penalty 2782.268849 = -555557.800258
  nChanged 12
		SP:Iteration 20F (63236.680000 sec): 3 clusters
  Score: Raw -558342.392765 + Penalty 2782.268849 = -555560.123916
  nChanged 11
		SP:Iteration 21Q (63236.870000 sec): 3 clusters
  Score: Raw -558344.603237 + Penalty 2782.268849 = -555562.334388
  nChanged 17
		SP:Iteration 22Q (63237.070000 sec): 3 clusters
  Score: Raw -558349.375028 + Penalty 2782.268849 = -555567.106179
  nChanged 20
		SP:Iteration 23Q (63237.230000 sec): 3 clusters
  Score: Raw -558353.693928 + Penalty 2782.268849 = -555571.425079
  nChanged 15
		SP:Iteration 24Q (63237.460000 sec): 3 clusters
  Score: Raw -558357.241115 + Penalty 2782.268849 = -555574.972266
  nChanged 16
		SP:Iteration 25Q (63237.650000 sec): 3 clusters
  Score: Raw -558360.869196 + Penalty 2782.268849 = -555578.600347
  nChanged 12
		SP:Iteration 26Q (63237.880000 sec): 3 clusters
  Score: Raw -558363.624915 + Penalty 2782.268849 = -555581.356066
  nChanged 9
		SP:Iteration 27Q (63238.090000 sec): 3 clusters
  Score: Raw -558364.792676 + Penalty 2782.268849 = -555582.523827
  nChanged 5
		SP:Iteration 28Q (63238.250000 sec): 3 clusters
  Score: Raw -558365.399143 + Penalty 2782.268849 = -555583.130294
  nChanged 3
		SP:Iteration 29Q (63238.460000 sec): 3 clusters
  Score: Raw -558365.866584 + Penalty 2782.268849 = -555583.597734
  nChanged 3
		SP:Iteration 30Q (63238.660000 sec): 3 clusters
  Score: Raw -558366.480188 + Penalty 2782.268849 = -555584.211339
  nChanged 5
		SP:Iteration 31Q (63238.820000 sec): 3 clusters
  Score: Raw -558367.543937 + Penalty 2782.268849 = -555585.275088
  nChanged 7
		SP:Iteration 32Q (63239.010000 sec): 3 clusters
  Score: Raw -558369.697458 + Penalty 2782.268849 = -555587.428609
  nChanged 3
		SP:Iteration 33Q (63239.180000 sec): 3 clusters
  Score: Raw -558370.266026 + Penalty 2782.268849 = -555587.997177
  nChanged 6
		SP:Iteration 34Q (63239.370000 sec): 3 clusters
  Score: Raw -558371.270180 + Penalty 2782.268849 = -555589.001331
  nChanged 2
		SP:Iteration 35Q (63239.580000 sec): 3 clusters
  Score: Raw -558371.805390 + Penalty 2782.268849 = -555589.536541
  nChanged 3
		SP:Iteration 36Q (63239.760000 sec): 3 clusters
  Score: Raw -558372.300677 + Penalty 2782.268849 = -555590.031827
  nChanged 3
		SP:Iteration 37Q (63239.930000 sec): 3 clusters
  Score: Raw -558372.826316 + Penalty 2782.268849 = -555590.557467
  nChanged 4
		SP:Iteration 38Q (63240.130000 sec): 3 clusters
  Score: Raw -558373.637022 + Penalty 2782.268849 = -555591.368173
  nChanged 5
		SP:Iteration 39Q (63240.290000 sec): 3 clusters
  Score: Raw -558374.727078 + Penalty 2782.268849 = -555592.458229
  nChanged 7
		SP:Iteration 40F (63240.470000 sec): 3 clusters
  Score: Raw -558376.049411 + Penalty 2782.268849 = -555593.780562
  nChanged 4
		SP:Iteration 41Q (63240.580000 sec): 3 clusters
  Score: Raw -558376.634528 + Penalty 2782.268849 = -555594.365678
  nChanged 3
		SP:Iteration 42Q (63240.710000 sec): 3 clusters
  Score: Raw -558376.990488 + Penalty 2782.268849 = -555594.721639
  nChanged 2
		SP:Iteration 43Q (63240.930000 sec): 3 clusters
  Score: Raw -558377.326578 + Penalty 2782.268849 = -555595.057728
  nChanged 4
		SP:Iteration 44Q (63241.110000 sec): 3 clusters
  Score: Raw -558377.970061 + Penalty 2782.268849 = -555595.701211
  nChanged 4
		SP:Iteration 45Q (63241.270000 sec): 3 clusters
  Score: Raw -558378.718039 + Penalty 2782.268849 = -555596.449190
  nChanged 2
		SP:Iteration 46Q (63241.520000 sec): 3 clusters
  Score: Raw -558379.113933 + Penalty 2782.268849 = -555596.845084
  nChanged 2
		SP:Iteration 47Q (63241.690000 sec): 3 clusters
  Score: Raw -558379.417236 + Penalty 2782.268849 = -555597.148387
  nChanged 2
		SP:Iteration 48Q (63241.880000 sec): 3 clusters
  Score: Raw -558379.832553 + Penalty 2782.268849 = -555597.563704
  nChanged 3
		SP:Iteration 49Q (63242.030000 sec): 3 clusters
  Score: Raw -558380.177798 + Penalty 2782.268849 = -555597.908949
  nChanged 2
		SP:Iteration 50Q (63242.180000 sec): 3 clusters
  Score: Raw -558380.433556 + Penalty 2782.268849 = -555598.164707
  nChanged 4
		SP:Iteration 51Q (63242.330000 sec): 3 clusters
  Score: Raw -558381.127578 + Penalty 2782.268849 = -555598.858728
  nChanged 2
		SP:Iteration 52Q (63242.530000 sec): 3 clusters
  Score: Raw -558381.396600 + Penalty 2782.268849 = -555599.127750
  nChanged 2
		SP:Iteration 53Q (63242.700000 sec): 3 clusters
  Score: Raw -558381.614665 + Penalty 2782.268849 = -555599.345816
  nChanged 1
		SP:Iteration 54Q (63242.890000 sec): 3 clusters
  Score: Raw -558381.779502 + Penalty 2782.268849 = -555599.510652
  nChanged 1
		SP:Iteration 55Q (63243.070000 sec): 3 clusters
  Score: Raw -558381.937420 + Penalty 2782.268849 = -555599.668571
  nChanged 1
		SP:Iteration 56Q (63243.250000 sec): 3 clusters
  Score: Raw -558382.149046 + Penalty 2782.268849 = -555599.880197
  nChanged 1
		SP:Iteration 57Q (63243.450000 sec): 3 clusters
  Score: Raw -558382.339354 + Penalty 2782.268849 = -555600.070505
  nChanged 1
		SP:Iteration 58Q (63243.630000 sec): 3 clusters
  Score: Raw -558382.390913 + Penalty 2782.268849 = -555600.122064
  nChanged 0
		SP:Iteration 59F (63243.830000 sec): 3 clusters
  Score: Raw -558382.390913 + Penalty 2782.268849 = -555600.122064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63243.940000 sec): 2 clusters
  Score: Raw -317565.703032 + Penalty 1302.168267 = -316263.534765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63244.140000 sec): 3 clusters
  Score: Raw -316143.345021 + Penalty 2604.336534 = -313539.008487
  nChanged 1151
		SP:Iteration 1F (63244.300000 sec): 3 clusters
  Score: Raw -316785.804605 + Penalty 2604.336534 = -314181.468071
  nChanged 242
		SP:Iteration 2F (63244.470000 sec): 3 clusters
  Score: Raw -316946.260260 + Penalty 2604.336534 = -314341.923726
  nChanged 157
		SP:Iteration 3F (63244.610000 sec): 3 clusters
  Score: Raw -317053.688684 + Penalty 2604.336534 = -314449.352150
  nChanged 128
		SP:Iteration 4Q (63244.800000 sec): 3 clusters
  Score: Raw -317149.090869 + Penalty 2604.336534 = -314544.754335
  nChanged 112
		SP:Iteration 5Q (63244.970000 sec): 3 clusters
  Score: Raw -317221.127725 + Penalty 2604.336534 = -314616.791191
  nChanged 92
		SP:Iteration 6Q (63245.110000 sec): 3 clusters
  Score: Raw -317306.778817 + Penalty 2604.336534 = -314702.442283
  nChanged 104
		SP:Iteration 7Q (63245.210000 sec): 3 clusters
  Score: Raw -317382.011601 + Penalty 2604.336534 = -314777.675067
  nChanged 102
		SP:Iteration 8Q (63245.310000 sec): 3 clusters
  Score: Raw -317440.391276 + Penalty 2604.336534 = -314836.054742
  nChanged 72
		SP:Iteration 9Q (63245.410000 sec): 3 clusters
  Score: Raw -317477.581390 + Penalty 2604.336534 = -314873.244856
  nChanged 53
		SP:Iteration 10Q (63245.510000 sec): 3 clusters
  Score: Raw -317503.496211 + Penalty 2604.336534 = -314899.159677
  nChanged 51
		SP:Iteration 11Q (63245.610000 sec): 3 clusters
  Score: Raw -317525.003337 + Penalty 2604.336534 = -314920.666803
  nChanged 38
		SP:Iteration 12Q (63245.730000 sec): 3 clusters
  Score: Raw -317543.286759 + Penalty 2604.336534 = -314938.950225
  nChanged 35
		SP:Iteration 13Q (63245.850000 sec): 3 clusters
  Score: Raw -317561.988845 + Penalty 2604.336534 = -314957.652311
  nChanged 39
		SP:Iteration 14Q (63246.000000 sec): 3 clusters
  Score: Raw -317579.535052 + Penalty 2604.336534 = -314975.198518
  nChanged 38
		SP:Iteration 15Q (63246.100000 sec): 3 clusters
  Score: Raw -317598.395070 + Penalty 2604.336534 = -314994.058536
  nChanged 40
		SP:Iteration 16Q (63246.220000 sec): 3 clusters
  Score: Raw -317618.928418 + Penalty 2604.336534 = -315014.591884
  nChanged 29
		SP:Iteration 17Q (63246.330000 sec): 3 clusters
  Score: Raw -317638.354248 + Penalty 2604.336534 = -315034.017714
  nChanged 29
		SP:Iteration 18Q (63246.480000 sec): 3 clusters
  Score: Raw -317651.989330 + Penalty 2604.336534 = -315047.652796
  nChanged 21
		SP:Iteration 19Q (63246.650000 sec): 3 clusters
  Score: Raw -317661.407869 + Penalty 2604.336534 = -315057.071335
  nChanged 29
		SP:Iteration 20F (63246.860000 sec): 3 clusters
  Score: Raw -317674.080790 + Penalty 2604.336534 = -315069.744256
  nChanged 25
		SP:Iteration 21Q (63247.040000 sec): 3 clusters
  Score: Raw -317686.338339 + Penalty 2604.336534 = -315082.001805
  nChanged 25
		SP:Iteration 22Q (63247.180000 sec): 3 clusters
  Score: Raw -317697.313971 + Penalty 2604.336534 = -315092.977437
  nChanged 19
		SP:Iteration 23Q (63247.400000 sec): 3 clusters
  Score: Raw -317706.478589 + Penalty 2604.336534 = -315102.142055
  nChanged 23
		SP:Iteration 24Q (63247.560000 sec): 3 clusters
  Score: Raw -317716.606211 + Penalty 2604.336534 = -315112.269677
  nChanged 16
		SP:Iteration 25Q (63247.760000 sec): 3 clusters
  Score: Raw -317722.173971 + Penalty 2604.336534 = -315117.837438
  nChanged 13
		SP:Iteration 26Q (63247.940000 sec): 3 clusters
  Score: Raw -317726.985295 + Penalty 2604.336534 = -315122.648761
  nChanged 14
		SP:Iteration 27Q (63248.100000 sec): 3 clusters
  Score: Raw -317733.705519 + Penalty 2604.336534 = -315129.368985
  nChanged 11
		SP:Iteration 28Q (63248.230000 sec): 3 clusters
  Score: Raw -317736.650371 + Penalty 2604.336534 = -315132.313837
  nChanged 4
		SP:Iteration 29Q (63248.390000 sec): 3 clusters
  Score: Raw -317738.308997 + Penalty 2604.336534 = -315133.972463
  nChanged 3
		SP:Iteration 30Q (63248.510000 sec): 3 clusters
  Score: Raw -317739.386513 + Penalty 2604.336534 = -315135.049979
  nChanged 5
		SP:Iteration 31Q (63248.700000 sec): 3 clusters
  Score: Raw -317741.309914 + Penalty 2604.336534 = -315136.973380
  nChanged 7
		SP:Iteration 32Q (63248.820000 sec): 3 clusters
  Score: Raw -317743.335897 + Penalty 2604.336534 = -315138.999363
  nChanged 7
		SP:Iteration 33Q (63248.980000 sec): 3 clusters
  Score: Raw -317746.354105 + Penalty 2604.336534 = -315142.017571
  nChanged 13
		SP:Iteration 34Q (63249.160000 sec): 3 clusters
  Score: Raw -317750.032038 + Penalty 2604.336534 = -315145.695504
  nChanged 7
		SP:Iteration 35Q (63249.330000 sec): 3 clusters
  Score: Raw -317752.500452 + Penalty 2604.336534 = -315148.163918
  nChanged 7
		SP:Iteration 36Q (63249.500000 sec): 3 clusters
  Score: Raw -317755.252347 + Penalty 2604.336534 = -315150.915813
  nChanged 11
		SP:Iteration 37Q (63249.650000 sec): 3 clusters
  Score: Raw -317758.492595 + Penalty 2604.336534 = -315154.156061
  nChanged 10
		SP:Iteration 38Q (63249.840000 sec): 3 clusters
  Score: Raw -317761.374616 + Penalty 2604.336534 = -315157.038082
  nChanged 6
		SP:Iteration 39Q (63250.010000 sec): 3 clusters
  Score: Raw -317763.172285 + Penalty 2604.336534 = -315158.835751
  nChanged 7
		SP:Iteration 40F (63250.190000 sec): 3 clusters
  Score: Raw -317765.369422 + Penalty 2604.336534 = -315161.032888
  nChanged 7
		SP:Iteration 41Q (63250.340000 sec): 3 clusters
  Score: Raw -317767.631630 + Penalty 2604.336534 = -315163.295097
  nChanged 2
		SP:Iteration 42Q (63250.480000 sec): 3 clusters
  Score: Raw -317768.263934 + Penalty 2604.336534 = -315163.927400
  nChanged 4
		SP:Iteration 43Q (63250.670000 sec): 3 clusters
  Score: Raw -317769.556105 + Penalty 2604.336534 = -315165.219571
  nChanged 4
		SP:Iteration 44Q (63250.810000 sec): 3 clusters
  Score: Raw -317771.294208 + Penalty 2604.336534 = -315166.957674
  nChanged 6
		SP:Iteration 45Q (63250.960000 sec): 3 clusters
  Score: Raw -317772.953125 + Penalty 2604.336534 = -315168.616591
  nChanged 2
		SP:Iteration 46Q (63251.130000 sec): 3 clusters
  Score: Raw -317773.691028 + Penalty 2604.336534 = -315169.354494
  nChanged 2
		SP:Iteration 47Q (63251.280000 sec): 3 clusters
  Score: Raw -317774.401870 + Penalty 2604.336534 = -315170.065336
  nChanged 5
		SP:Iteration 48Q (63251.450000 sec): 3 clusters
  Score: Raw -317777.292174 + Penalty 2604.336534 = -315172.955640
  nChanged 4
		SP:Iteration 49Q (63251.630000 sec): 3 clusters
  Score: Raw -317778.654885 + Penalty 2604.336534 = -315174.318351
  nChanged 2
		SP:Iteration 50Q (63251.790000 sec): 3 clusters
  Score: Raw -317780.588727 + Penalty 2604.336534 = -315176.252193
  nChanged 5
		SP:Iteration 51Q (63251.960000 sec): 3 clusters
  Score: Raw -317783.094850 + Penalty 2604.336534 = -315178.758316
  nChanged 8
		SP:Iteration 52Q (63252.110000 sec): 3 clusters
  Score: Raw -317784.913672 + Penalty 2604.336534 = -315180.577138
  nChanged 2
		SP:Iteration 53Q (63252.280000 sec): 3 clusters
  Score: Raw -317786.444875 + Penalty 2604.336534 = -315182.108341
  nChanged 4
		SP:Iteration 54Q (63252.500000 sec): 3 clusters
  Score: Raw -317788.037041 + Penalty 2604.336534 = -315183.700507
  nChanged 4
		SP:Iteration 55Q (63252.640000 sec): 3 clusters
  Score: Raw -317789.077688 + Penalty 2604.336534 = -315184.741154
  nChanged 4
		SP:Iteration 56Q (63252.840000 sec): 3 clusters
  Score: Raw -317790.693384 + Penalty 2604.336534 = -315186.356850
  nChanged 3
		SP:Iteration 57Q (63253.010000 sec): 3 clusters
  Score: Raw -317792.276175 + Penalty 2604.336534 = -315187.939641
  nChanged 2
		SP:Iteration 58Q (63253.190000 sec): 3 clusters
  Score: Raw -317793.038522 + Penalty 2604.336534 = -315188.701988
  nChanged 1
		SP:Iteration 59Q (63253.350000 sec): 3 clusters
  Score: Raw -317793.417464 + Penalty 2604.336534 = -315189.080930
  nChanged 0
		SP:Iteration 60F (63253.530000 sec): 3 clusters
  Score: Raw -317793.417464 + Penalty 2604.336534 = -315189.080930
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63253.630000 sec): 2 clusters
  Score: Raw -318668.991955 + Penalty 1305.995726 = -317362.996230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63253.820000 sec): 3 clusters
  Score: Raw -317192.908918 + Penalty 2611.991451 = -314580.917467
  nChanged 1165
		SP:Iteration 1F (63254.020000 sec): 3 clusters
  Score: Raw -317958.154645 + Penalty 2611.991451 = -315346.163193
  nChanged 271
		SP:Iteration 2F (63254.200000 sec): 3 clusters
  Score: Raw -318155.572060 + Penalty 2611.991451 = -315543.580608
  nChanged 210
		SP:Iteration 3F (63254.380000 sec): 3 clusters
  Score: Raw -318319.935460 + Penalty 2611.991451 = -315707.944009
  nChanged 166
		SP:Iteration 4F (63254.540000 sec): 3 clusters
  Score: Raw -318455.703882 + Penalty 2611.991451 = -315843.712431
  nChanged 135
		SP:Iteration 5Q (63254.770000 sec): 3 clusters
  Score: Raw -318559.842370 + Penalty 2611.991451 = -315947.850919
  nChanged 132
		SP:Iteration 6Q (63254.900000 sec): 3 clusters
  Score: Raw -318657.784266 + Penalty 2611.991451 = -316045.792815
  nChanged 83
		SP:Iteration 7Q (63255.120000 sec): 3 clusters
  Score: Raw -318705.114101 + Penalty 2611.991451 = -316093.122650
  nChanged 60
		SP:Iteration 8Q (63255.290000 sec): 3 clusters
  Score: Raw -318739.361944 + Penalty 2611.991451 = -316127.370493
  nChanged 52
		SP:Iteration 9Q (63255.520000 sec): 3 clusters
  Score: Raw -318768.437680 + Penalty 2611.991451 = -316156.446229
  nChanged 62
		SP:Iteration 10Q (63255.680000 sec): 3 clusters
  Score: Raw -318804.648166 + Penalty 2611.991451 = -316192.656715
  nChanged 55
		SP:Iteration 11Q (63255.840000 sec): 3 clusters
  Score: Raw -318850.298091 + Penalty 2611.991451 = -316238.306640
  nChanged 73
		SP:Iteration 12Q (63256.040000 sec): 3 clusters
  Score: Raw -318923.485761 + Penalty 2611.991451 = -316311.494310
  nChanged 89
		SP:Iteration 13Q (63256.240000 sec): 3 clusters
  Score: Raw -319037.988047 + Penalty 2611.991451 = -316425.996596
  nChanged 102
		SP:Iteration 14Q (63256.440000 sec): 3 clusters
  Score: Raw -319169.448203 + Penalty 2611.991451 = -316557.456752
  nChanged 107
		SP:Iteration 15Q (63256.590000 sec): 3 clusters
  Score: Raw -319299.126682 + Penalty 2611.991451 = -316687.135231
  nChanged 98
		SP:Iteration 16Q (63256.800000 sec): 3 clusters
  Score: Raw -319389.920241 + Penalty 2611.991451 = -316777.928790
  nChanged 72
		SP:Iteration 17Q (63256.990000 sec): 3 clusters
  Score: Raw -319448.510134 + Penalty 2611.991451 = -316836.518683
  nChanged 61
		SP:Iteration 18Q (63257.170000 sec): 3 clusters
  Score: Raw -319496.266765 + Penalty 2611.991451 = -316884.275314
  nChanged 52
		SP:Iteration 19Q (63257.330000 sec): 3 clusters
  Score: Raw -319533.454289 + Penalty 2611.991451 = -316921.462838
  nChanged 36
		SP:Iteration 20F (63257.530000 sec): 3 clusters
  Score: Raw -319571.355346 + Penalty 2611.991451 = -316959.363895
  nChanged 43
		SP:Iteration 21Q (63257.690000 sec): 3 clusters
  Score: Raw -319624.007654 + Penalty 2611.991451 = -317012.016203
  nChanged 50
		SP:Iteration 22Q (63257.900000 sec): 3 clusters
  Score: Raw -319684.906621 + Penalty 2611.991451 = -317072.915170
  nChanged 37
		SP:Iteration 23Q (63258.060000 sec): 3 clusters
  Score: Raw -319720.276629 + Penalty 2611.991451 = -317108.285177
  nChanged 34
		SP:Iteration 24Q (63258.250000 sec): 3 clusters
  Score: Raw -319750.334799 + Penalty 2611.991451 = -317138.343348
  nChanged 29
		SP:Iteration 25Q (63258.400000 sec): 3 clusters
  Score: Raw -319773.240759 + Penalty 2611.991451 = -317161.249308
  nChanged 19
		SP:Iteration 26Q (63258.550000 sec): 3 clusters
  Score: Raw -319786.279997 + Penalty 2611.991451 = -317174.288545
  nChanged 14
		SP:Iteration 27Q (63258.700000 sec): 3 clusters
  Score: Raw -319795.041217 + Penalty 2611.991451 = -317183.049766
  nChanged 13
		SP:Iteration 28Q (63258.870000 sec): 3 clusters
  Score: Raw -319802.613815 + Penalty 2611.991451 = -317190.622364
  nChanged 14
		SP:Iteration 29Q (63259.050000 sec): 3 clusters
  Score: Raw -319810.183970 + Penalty 2611.991451 = -317198.192519
  nChanged 9
		SP:Iteration 30Q (63259.220000 sec): 3 clusters
  Score: Raw -319813.386711 + Penalty 2611.991451 = -317201.395260
  nChanged 3
		SP:Iteration 31Q (63259.430000 sec): 3 clusters
  Score: Raw -319814.060599 + Penalty 2611.991451 = -317202.069148
  nChanged 3
		SP:Iteration 32Q (63259.590000 sec): 3 clusters
  Score: Raw -319814.689246 + Penalty 2611.991451 = -317202.697794
  nChanged 1
		SP:Iteration 33Q (63259.780000 sec): 3 clusters
  Score: Raw -319815.028444 + Penalty 2611.991451 = -317203.036993
  nChanged 1
		SP:Iteration 34Q (63259.940000 sec): 3 clusters
  Score: Raw -319815.292497 + Penalty 2611.991451 = -317203.301046
  nChanged 0
		SP:Iteration 35F (63260.110000 sec): 3 clusters
  Score: Raw -319815.292497 + Penalty 2611.991451 = -317203.301046
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63260.200000 sec): 2 clusters
  Score: Raw -465240.935254 + Penalty 1364.044694 = -463876.890560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63260.370000 sec): 3 clusters
  Score: Raw -462947.374559 + Penalty 2728.089388 = -460219.285171
  nChanged 1764
		SP:Iteration 1F (63260.570000 sec): 3 clusters
  Score: Raw -463976.289958 + Penalty 2728.089388 = -461248.200570
  nChanged 337
		SP:Iteration 2F (63260.740000 sec): 3 clusters
  Score: Raw -464191.615937 + Penalty 2728.089388 = -461463.526549
  nChanged 277
		SP:Iteration 3F (63260.920000 sec): 3 clusters
  Score: Raw -464376.143453 + Penalty 2728.089388 = -461648.054065
  nChanged 244
		SP:Iteration 4F (63261.150000 sec): 3 clusters
  Score: Raw -464524.617027 + Penalty 2728.089388 = -461796.527639
  nChanged 193
		SP:Iteration 5Q (63261.350000 sec): 3 clusters
  Score: Raw -464636.874422 + Penalty 2728.089388 = -461908.785034
  nChanged 179
		SP:Iteration 6Q (63261.500000 sec): 3 clusters
  Score: Raw -464733.218936 + Penalty 2728.089388 = -462005.129548
  nChanged 140
		SP:Iteration 7Q (63261.720000 sec): 3 clusters
  Score: Raw -464805.389854 + Penalty 2728.089388 = -462077.300466
  nChanged 124
		SP:Iteration 8Q (63261.840000 sec): 3 clusters
  Score: Raw -464863.821426 + Penalty 2728.089388 = -462135.732038
  nChanged 108
		SP:Iteration 9Q (63262.030000 sec): 3 clusters
  Score: Raw -464914.461405 + Penalty 2728.089388 = -462186.372017
  nChanged 92
		SP:Iteration 10Q (63262.250000 sec): 3 clusters
  Score: Raw -464961.033234 + Penalty 2728.089388 = -462232.943846
  nChanged 89
		SP:Iteration 11Q (63262.460000 sec): 3 clusters
  Score: Raw -465001.257283 + Penalty 2728.089388 = -462273.167895
  nChanged 93
		SP:Iteration 12Q (63262.670000 sec): 3 clusters
  Score: Raw -465055.165280 + Penalty 2728.089388 = -462327.075892
  nChanged 102
		SP:Iteration 13Q (63262.850000 sec): 3 clusters
  Score: Raw -465106.403502 + Penalty 2728.089388 = -462378.314114
  nChanged 76
		SP:Iteration 14Q (63263.080000 sec): 3 clusters
  Score: Raw -465144.403806 + Penalty 2728.089388 = -462416.314418
  nChanged 57
		SP:Iteration 15Q (63263.260000 sec): 3 clusters
  Score: Raw -465167.258367 + Penalty 2728.089388 = -462439.168979
  nChanged 51
		SP:Iteration 16Q (63263.440000 sec): 3 clusters
  Score: Raw -465188.192912 + Penalty 2728.089388 = -462460.103524
  nChanged 43
		SP:Iteration 17Q (63263.610000 sec): 3 clusters
  Score: Raw -465208.284384 + Penalty 2728.089388 = -462480.194996
  nChanged 39
		SP:Iteration 18Q (63263.760000 sec): 3 clusters
  Score: Raw -465226.449454 + Penalty 2728.089388 = -462498.360066
  nChanged 35
		SP:Iteration 19Q (63263.900000 sec): 3 clusters
  Score: Raw -465244.000449 + Penalty 2728.089388 = -462515.911061
  nChanged 48
		SP:Iteration 20F (63264.090000 sec): 3 clusters
  Score: Raw -465274.647886 + Penalty 2728.089388 = -462546.558498
  nChanged 39
		SP:Iteration 21Q (63264.270000 sec): 3 clusters
  Score: Raw -465299.969199 + Penalty 2728.089388 = -462571.879811
  nChanged 40
		SP:Iteration 22Q (63264.460000 sec): 3 clusters
  Score: Raw -465317.307736 + Penalty 2728.089388 = -462589.218348
  nChanged 33
		SP:Iteration 23Q (63264.640000 sec): 3 clusters
  Score: Raw -465335.766856 + Penalty 2728.089388 = -462607.677468
  nChanged 39
		SP:Iteration 24Q (63264.860000 sec): 3 clusters
  Score: Raw -465357.355118 + Penalty 2728.089388 = -462629.265730
  nChanged 29
		SP:Iteration 25Q (63265.070000 sec): 3 clusters
  Score: Raw -465371.613390 + Penalty 2728.089388 = -462643.524002
  nChanged 27
		SP:Iteration 26Q (63265.270000 sec): 3 clusters
  Score: Raw -465384.548429 + Penalty 2728.089388 = -462656.459041
  nChanged 26
		SP:Iteration 27Q (63265.400000 sec): 3 clusters
  Score: Raw -465397.099977 + Penalty 2728.089388 = -462669.010589
  nChanged 17
		SP:Iteration 28Q (63265.560000 sec): 3 clusters
  Score: Raw -465404.048025 + Penalty 2728.089388 = -462675.958637
  nChanged 16
		SP:Iteration 29Q (63265.720000 sec): 3 clusters
  Score: Raw -465411.059337 + Penalty 2728.089388 = -462682.969949
  nChanged 14
		SP:Iteration 30Q (63265.890000 sec): 3 clusters
  Score: Raw -465420.362642 + Penalty 2728.089388 = -462692.273254
  nChanged 20
		SP:Iteration 31Q (63266.070000 sec): 3 clusters
  Score: Raw -465431.194326 + Penalty 2728.089388 = -462703.104938
  nChanged 14
		SP:Iteration 32Q (63266.240000 sec): 3 clusters
  Score: Raw -465437.454957 + Penalty 2728.089388 = -462709.365569
  nChanged 15
		SP:Iteration 33Q (63266.390000 sec): 3 clusters
  Score: Raw -465443.458060 + Penalty 2728.089388 = -462715.368672
  nChanged 13
		SP:Iteration 34Q (63266.580000 sec): 3 clusters
  Score: Raw -465448.437845 + Penalty 2728.089388 = -462720.348457
  nChanged 12
		SP:Iteration 35Q (63266.770000 sec): 3 clusters
  Score: Raw -465452.813826 + Penalty 2728.089388 = -462724.724438
  nChanged 11
		SP:Iteration 36Q (63266.910000 sec): 3 clusters
  Score: Raw -465456.842816 + Penalty 2728.089388 = -462728.753428
  nChanged 10
		SP:Iteration 37Q (63267.130000 sec): 3 clusters
  Score: Raw -465461.649720 + Penalty 2728.089388 = -462733.560332
  nChanged 15
		SP:Iteration 38Q (63267.290000 sec): 3 clusters
  Score: Raw -465467.733436 + Penalty 2728.089388 = -462739.644048
  nChanged 16
		SP:Iteration 39Q (63267.480000 sec): 3 clusters
  Score: Raw -465474.795975 + Penalty 2728.089388 = -462746.706587
  nChanged 11
		SP:Iteration 40F (63267.660000 sec): 3 clusters
  Score: Raw -465479.395379 + Penalty 2728.089388 = -462751.305991
  nChanged 10
		SP:Iteration 41Q (63267.880000 sec): 3 clusters
  Score: Raw -465482.751148 + Penalty 2728.089388 = -462754.661760
  nChanged 8
		SP:Iteration 42Q (63268.050000 sec): 3 clusters
  Score: Raw -465486.086247 + Penalty 2728.089388 = -462757.996859
  nChanged 10
		SP:Iteration 43Q (63268.220000 sec): 3 clusters
  Score: Raw -465490.928639 + Penalty 2728.089388 = -462762.839251
  nChanged 9
		SP:Iteration 44Q (63268.430000 sec): 3 clusters
  Score: Raw -465494.565308 + Penalty 2728.089388 = -462766.475920
  nChanged 12
		SP:Iteration 45Q (63268.590000 sec): 3 clusters
  Score: Raw -465500.304612 + Penalty 2728.089388 = -462772.215224
  nChanged 10
		SP:Iteration 46Q (63268.770000 sec): 3 clusters
  Score: Raw -465504.556860 + Penalty 2728.089388 = -462776.467472
  nChanged 5
		SP:Iteration 47Q (63268.950000 sec): 3 clusters
  Score: Raw -465507.021992 + Penalty 2728.089388 = -462778.932604
  nChanged 6
		SP:Iteration 48Q (63269.160000 sec): 3 clusters
  Score: Raw -465509.679128 + Penalty 2728.089388 = -462781.589740
  nChanged 9
		SP:Iteration 49Q (63269.310000 sec): 3 clusters
  Score: Raw -465513.621106 + Penalty 2728.089388 = -462785.531718
  nChanged 8
		SP:Iteration 50Q (63269.460000 sec): 3 clusters
  Score: Raw -465517.048851 + Penalty 2728.089388 = -462788.959463
  nChanged 4
		SP:Iteration 51Q (63269.620000 sec): 3 clusters
  Score: Raw -465518.815382 + Penalty 2728.089388 = -462790.725994
  nChanged 2
		SP:Iteration 52Q (63269.780000 sec): 3 clusters
  Score: Raw -465519.193381 + Penalty 2728.089388 = -462791.103993
  nChanged 1
		SP:Iteration 53Q (63269.980000 sec): 3 clusters
  Score: Raw -465519.772149 + Penalty 2728.089388 = -462791.682761
  nChanged 1
		SP:Iteration 54Q (63270.140000 sec): 3 clusters
  Score: Raw -465520.716105 + Penalty 2728.089388 = -462792.626717
  nChanged 1
		SP:Iteration 55Q (63270.290000 sec): 3 clusters
  Score: Raw -465520.977735 + Penalty 2728.089388 = -462792.888347
  nChanged 0
		SP:Iteration 56F (63270.470000 sec): 3 clusters
  Score: Raw -465520.977735 + Penalty 2728.089388 = -462792.888347
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63270.540000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63270.730000 sec): 3 clusters
  Score: Raw -56088.369154 + Penalty 2021.045039 = -54067.324115
  nChanged 110
		SP:Iteration 1F (63270.910000 sec): 3 clusters
  Score: Raw -56245.108373 + Penalty 2021.045039 = -54224.063334
  nChanged 26
		SP:Iteration 2F (63271.110000 sec): 3 clusters
  Score: Raw -56295.611355 + Penalty 2021.045039 = -54274.566316
  nChanged 14
		SP:Iteration 3Q (63271.270000 sec): 3 clusters
  Score: Raw -56318.678751 + Penalty 2021.045039 = -54297.633713
  nChanged 11
		SP:Iteration 4Q (63271.440000 sec): 3 clusters
  Score: Raw -56332.774387 + Penalty 2021.045039 = -54311.729348
  nChanged 5
		SP:Iteration 5Q (63271.620000 sec): 3 clusters
  Score: Raw -56338.671647 + Penalty 2021.045039 = -54317.626608
  nChanged 1
		SP:Iteration 6Q (63271.830000 sec): 3 clusters
  Score: Raw -56339.396926 + Penalty 2021.045039 = -54318.351887
  nChanged 3
		SP:Iteration 7Q (63271.990000 sec): 3 clusters
  Score: Raw -56344.566873 + Penalty 2021.045039 = -54323.521834
  nChanged 1
		SP:Iteration 8Q (63272.150000 sec): 3 clusters
  Score: Raw -56345.781922 + Penalty 2021.045039 = -54324.736883
  nChanged 1
		SP:Iteration 9Q (63272.290000 sec): 3 clusters
  Score: Raw -56349.648078 + Penalty 2021.045039 = -54328.603039
  nChanged 2
		SP:Iteration 10Q (63272.440000 sec): 3 clusters
  Score: Raw -56354.518336 + Penalty 2021.045039 = -54333.473297
  nChanged 2
		SP:Iteration 11Q (63272.590000 sec): 3 clusters
  Score: Raw -56356.399994 + Penalty 2021.045039 = -54335.354955
  nChanged 0
		SP:Iteration 12F (63272.750000 sec): 3 clusters
  Score: Raw -56356.399994 + Penalty 2021.045039 = -54335.354955
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63272.950000 sec): 2 clusters
  Score: Raw -2175068.600680 + Penalty 1606.745238 = -2173461.855443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63273.190000 sec): 3 clusters
  Score: Raw -2163194.756772 + Penalty 3213.490476 = -2159981.266296
  nChanged 8906
		SP:Iteration 1F (63273.400000 sec): 3 clusters
  Score: Raw -2168015.129869 + Penalty 3213.490476 = -2164801.639393
  nChanged 1145
		SP:Iteration 2F (63273.670000 sec): 3 clusters
  Score: Raw -2168512.386438 + Penalty 3213.490476 = -2165298.895962
  nChanged 1112
		SP:Iteration 3F (63273.910000 sec): 3 clusters
  Score: Raw -2169037.072427 + Penalty 3213.490476 = -2165823.581951
  nChanged 1053
		SP:Iteration 4F (63274.160000 sec): 3 clusters
  Score: Raw -2169560.290395 + Penalty 3213.490476 = -2166346.799919
  nChanged 1038
		SP:Iteration 5F (63274.430000 sec): 3 clusters
  Score: Raw -2170105.815180 + Penalty 3213.490476 = -2166892.324705
  nChanged 1052
		SP:Iteration 6F (63274.690000 sec): 3 clusters
  Score: Raw -2170670.575291 + Penalty 3213.490476 = -2167457.084815
  nChanged 1012
		SP:Iteration 7F (63274.930000 sec): 3 clusters
  Score: Raw -2171311.377202 + Penalty 3213.490476 = -2168097.886726
  nChanged 1030
		SP:Iteration 8F (63275.170000 sec): 3 clusters
  Score: Raw -2171994.576591 + Penalty 3213.490476 = -2168781.086116
  nChanged 936
		SP:Iteration 9Q (63275.430000 sec): 3 clusters
  Score: Raw -2172624.069095 + Penalty 3213.490476 = -2169410.578619
  nChanged 896
		SP:Iteration 10Q (63275.660000 sec): 3 clusters
  Score: Raw -2173219.242428 + Penalty 3213.490476 = -2170005.751953
  nChanged 715
		SP:Iteration 11Q (63275.930000 sec): 3 clusters
  Score: Raw -2173620.794245 + Penalty 3213.490476 = -2170407.303769
  nChanged 521
		SP:Iteration 12Q (63276.200000 sec): 3 clusters
  Score: Raw -2173858.019185 + Penalty 3213.490476 = -2170644.528710
  nChanged 365
		SP:Iteration 13Q (63276.470000 sec): 3 clusters
  Score: Raw -2173991.415036 + Penalty 3213.490476 = -2170777.924560
  nChanged 285
		SP:Iteration 14Q (63276.680000 sec): 3 clusters
  Score: Raw -2174075.217843 + Penalty 3213.490476 = -2170861.727367
  nChanged 203
		SP:Iteration 15Q (63276.950000 sec): 3 clusters
  Score: Raw -2174130.577129 + Penalty 3213.490476 = -2170917.086653
  nChanged 174
		SP:Iteration 16Q (63277.220000 sec): 3 clusters
  Score: Raw -2174173.726672 + Penalty 3213.490476 = -2170960.236196
  nChanged 151
		SP:Iteration 17Q (63277.450000 sec): 3 clusters
  Score: Raw -2174203.489403 + Penalty 3213.490476 = -2170989.998927
  nChanged 129
		SP:Iteration 18Q (63277.790000 sec): 3 clusters
  Score: Raw -2174230.978480 + Penalty 3213.490476 = -2171017.488004
  nChanged 134
		SP:Iteration 19Q (63278.040000 sec): 3 clusters
  Score: Raw -2174258.736103 + Penalty 3213.490476 = -2171045.245627
  nChanged 115
		SP:Iteration 20F (63278.330000 sec): 3 clusters
  Score: Raw -2174281.653775 + Penalty 3213.490476 = -2171068.163299
  nChanged 121
		SP:Iteration 21Q (63278.610000 sec): 3 clusters
  Score: Raw -2174307.959469 + Penalty 3213.490476 = -2171094.468993
  nChanged 114
		SP:Iteration 22Q (63278.930000 sec): 3 clusters
  Score: Raw -2174332.964501 + Penalty 3213.490476 = -2171119.474025
  nChanged 115
		SP:Iteration 23Q (63279.220000 sec): 3 clusters
  Score: Raw -2174358.069388 + Penalty 3213.490476 = -2171144.578912
  nChanged 129
		SP:Iteration 24Q (63279.470000 sec): 3 clusters
  Score: Raw -2174387.384946 + Penalty 3213.490476 = -2171173.894471
  nChanged 121
		SP:Iteration 25Q (63279.700000 sec): 3 clusters
  Score: Raw -2174419.017242 + Penalty 3213.490476 = -2171205.526767
  nChanged 131
		SP:Iteration 26Q (63279.990000 sec): 3 clusters
  Score: Raw -2174449.042552 + Penalty 3213.490476 = -2171235.552076
  nChanged 131
		SP:Iteration 27Q (63280.270000 sec): 3 clusters
  Score: Raw -2174487.565454 + Penalty 3213.490476 = -2171274.074979
  nChanged 152
		SP:Iteration 28Q (63280.530000 sec): 3 clusters
  Score: Raw -2174529.042011 + Penalty 3213.490476 = -2171315.551535
  nChanged 152
		SP:Iteration 29Q (63280.800000 sec): 3 clusters
  Score: Raw -2174567.866000 + Penalty 3213.490476 = -2171354.375524
  nChanged 139
		SP:Iteration 30Q (63281.080000 sec): 3 clusters
  Score: Raw -2174600.764088 + Penalty 3213.490476 = -2171387.273613
  nChanged 134
		SP:Iteration 31Q (63281.380000 sec): 3 clusters
  Score: Raw -2174633.497517 + Penalty 3213.490476 = -2171420.007041
  nChanged 129
		SP:Iteration 32Q (63281.650000 sec): 3 clusters
  Score: Raw -2174672.206539 + Penalty 3213.490476 = -2171458.716064
  nChanged 148
		SP:Iteration 33Q (63281.960000 sec): 3 clusters
  Score: Raw -2174723.835377 + Penalty 3213.490476 = -2171510.344902
  nChanged 180
		SP:Iteration 34Q (63282.270000 sec): 3 clusters
  Score: Raw -2174783.975782 + Penalty 3213.490476 = -2171570.485306
  nChanged 180
		SP:Iteration 35Q (63282.550000 sec): 3 clusters
  Score: Raw -2174847.240850 + Penalty 3213.490476 = -2171633.750374
  nChanged 186
		SP:Iteration 36Q (63282.810000 sec): 3 clusters
  Score: Raw -2174911.552028 + Penalty 3213.490476 = -2171698.061553
  nChanged 165
		SP:Iteration 37Q (63283.070000 sec): 3 clusters
  Score: Raw -2174972.754546 + Penalty 3213.490476 = -2171759.264071
  nChanged 164
		SP:Iteration 38Q (63283.310000 sec): 3 clusters
  Score: Raw -2175032.679410 + Penalty 3213.490476 = -2171819.188934
  nChanged 141
		SP:Iteration 39Q (63283.580000 sec): 3 clusters
  Score: Raw -2175083.885036 + Penalty 3213.490476 = -2171870.394561
  nChanged 131
		SP:Iteration 40F (63283.820000 sec): 3 clusters
  Score: Raw -2175130.749378 + Penalty 3213.490476 = -2171917.258902
  nChanged 121
		SP:Iteration 41Q (63284.120000 sec): 3 clusters
  Score: Raw -2175166.772322 + Penalty 3213.490476 = -2171953.281847
  nChanged 99
		SP:Iteration 42Q (63284.330000 sec): 3 clusters
  Score: Raw -2175195.094297 + Penalty 3213.490476 = -2171981.603821
  nChanged 88
		SP:Iteration 43Q (63284.620000 sec): 3 clusters
  Score: Raw -2175216.232677 + Penalty 3213.490476 = -2172002.742201
  nChanged 76
		SP:Iteration 44Q (63284.900000 sec): 3 clusters
  Score: Raw -2175230.872773 + Penalty 3213.490476 = -2172017.382297
  nChanged 62
		SP:Iteration 45Q (63285.180000 sec): 3 clusters
  Score: Raw -2175242.282123 + Penalty 3213.490476 = -2172028.791647
  nChanged 51
		SP:Iteration 46Q (63285.420000 sec): 3 clusters
  Score: Raw -2175251.371408 + Penalty 3213.490476 = -2172037.880932
  nChanged 44
		SP:Iteration 47Q (63285.650000 sec): 3 clusters
  Score: Raw -2175258.436101 + Penalty 3213.490476 = -2172044.945625
  nChanged 44
		SP:Iteration 48Q (63285.870000 sec): 3 clusters
  Score: Raw -2175265.407564 + Penalty 3213.490476 = -2172051.917088
  nChanged 41
		SP:Iteration 49Q (63286.130000 sec): 3 clusters
  Score: Raw -2175272.337378 + Penalty 3213.490476 = -2172058.846902
  nChanged 32
		SP:Iteration 50Q (63286.370000 sec): 3 clusters
  Score: Raw -2175278.524035 + Penalty 3213.490476 = -2172065.033559
  nChanged 31
		SP:Iteration 51Q (63286.650000 sec): 3 clusters
  Score: Raw -2175283.794045 + Penalty 3213.490476 = -2172070.303570
  nChanged 23
		SP:Iteration 52Q (63286.870000 sec): 3 clusters
  Score: Raw -2175287.019692 + Penalty 3213.490476 = -2172073.529216
  nChanged 24
		SP:Iteration 53Q (63287.130000 sec): 3 clusters
  Score: Raw -2175291.632806 + Penalty 3213.490476 = -2172078.142330
  nChanged 25
		SP:Iteration 54Q (63287.370000 sec): 3 clusters
  Score: Raw -2175295.510164 + Penalty 3213.490476 = -2172082.019688
  nChanged 14
		SP:Iteration 55Q (63287.630000 sec): 3 clusters
  Score: Raw -2175297.509171 + Penalty 3213.490476 = -2172084.018696
  nChanged 11
		SP:Iteration 56Q (63287.880000 sec): 3 clusters
  Score: Raw -2175299.644159 + Penalty 3213.490476 = -2172086.153683
  nChanged 12
		SP:Iteration 57Q (63288.130000 sec): 3 clusters
  Score: Raw -2175302.164973 + Penalty 3213.490476 = -2172088.674498
  nChanged 12
		SP:Iteration 58Q (63288.370000 sec): 3 clusters
  Score: Raw -2175304.151423 + Penalty 3213.490476 = -2172090.660948
  nChanged 13
		SP:Iteration 59Q (63288.630000 sec): 3 clusters
  Score: Raw -2175306.039105 + Penalty 3213.490476 = -2172092.548630
  nChanged 13
		SP:Iteration 60F (63288.860000 sec): 3 clusters
  Score: Raw -2175308.211528 + Penalty 3213.490476 = -2172094.721053
  nChanged 13
		SP:Iteration 61Q (63289.100000 sec): 3 clusters
  Score: Raw -2175310.127980 + Penalty 3213.490476 = -2172096.637505
  nChanged 8
		SP:Iteration 62Q (63289.360000 sec): 3 clusters
  Score: Raw -2175310.862492 + Penalty 3213.490476 = -2172097.372016
  nChanged 5
		SP:Iteration 63Q (63289.600000 sec): 3 clusters
  Score: Raw -2175311.319003 + Penalty 3213.490476 = -2172097.828528
  nChanged 6
		SP:Iteration 64Q (63289.830000 sec): 3 clusters
  Score: Raw -2175312.005737 + Penalty 3213.490476 = -2172098.515261
  nChanged 3
		SP:Iteration 65Q (63290.080000 sec): 3 clusters
  Score: Raw -2175312.246490 + Penalty 3213.490476 = -2172098.756014
  nChanged 2
		SP:Iteration 66Q (63290.320000 sec): 3 clusters
  Score: Raw -2175312.592261 + Penalty 3213.490476 = -2172099.101785
  nChanged 3
		SP:Iteration 67Q (63290.600000 sec): 3 clusters
  Score: Raw -2175312.889949 + Penalty 3213.490476 = -2172099.399473
  nChanged 2
		SP:Iteration 68Q (63290.850000 sec): 3 clusters
  Score: Raw -2175313.098596 + Penalty 3213.490476 = -2172099.608121
  nChanged 6
		SP:Iteration 69Q (63291.110000 sec): 3 clusters
  Score: Raw -2175313.711847 + Penalty 3213.490476 = -2172100.221372
  nChanged 7
		SP:Iteration 70Q (63291.340000 sec): 3 clusters
  Score: Raw -2175314.810822 + Penalty 3213.490476 = -2172101.320347
  nChanged 8
		SP:Iteration 71Q (63291.620000 sec): 3 clusters
  Score: Raw -2175316.110465 + Penalty 3213.490476 = -2172102.619989
  nChanged 7
		SP:Iteration 72Q (63291.850000 sec): 3 clusters
  Score: Raw -2175317.037530 + Penalty 3213.490476 = -2172103.547055
  nChanged 7
		SP:Iteration 73Q (63292.130000 sec): 3 clusters
  Score: Raw -2175317.763412 + Penalty 3213.490476 = -2172104.272936
  nChanged 5
		SP:Iteration 74Q (63292.430000 sec): 3 clusters
  Score: Raw -2175318.497764 + Penalty 3213.490476 = -2172105.007288
  nChanged 9
		SP:Iteration 75Q (63292.660000 sec): 3 clusters
  Score: Raw -2175320.091763 + Penalty 3213.490476 = -2172106.601288
  nChanged 10
		SP:Iteration 76Q (63292.940000 sec): 3 clusters
  Score: Raw -2175321.818595 + Penalty 3213.490476 = -2172108.328120
  nChanged 16
		SP:Iteration 77Q (63293.230000 sec): 3 clusters
  Score: Raw -2175324.366121 + Penalty 3213.490476 = -2172110.875645
  nChanged 11
		SP:Iteration 78Q (63293.440000 sec): 3 clusters
  Score: Raw -2175326.436091 + Penalty 3213.490476 = -2172112.945616
  nChanged 12
		SP:Iteration 79Q (63293.710000 sec): 3 clusters
  Score: Raw -2175327.672820 + Penalty 3213.490476 = -2172114.182344
  nChanged 9
		SP:Iteration 80F (63294.000000 sec): 3 clusters
  Score: Raw -2175329.139844 + Penalty 3213.490476 = -2172115.649368
  nChanged 12
		SP:Iteration 81Q (63294.240000 sec): 3 clusters
  Score: Raw -2175330.609822 + Penalty 3213.490476 = -2172117.119347
  nChanged 13
		SP:Iteration 82Q (63294.460000 sec): 3 clusters
  Score: Raw -2175332.126306 + Penalty 3213.490476 = -2172118.635831
  nChanged 6
		SP:Iteration 83Q (63294.720000 sec): 3 clusters
  Score: Raw -2175332.847961 + Penalty 3213.490476 = -2172119.357485
  nChanged 7
		SP:Iteration 84Q (63294.960000 sec): 3 clusters
  Score: Raw -2175334.030275 + Penalty 3213.490476 = -2172120.539799
  nChanged 12
		SP:Iteration 85Q (63295.230000 sec): 3 clusters
  Score: Raw -2175336.041122 + Penalty 3213.490476 = -2172122.550646
  nChanged 6
		SP:Iteration 86Q (63295.500000 sec): 3 clusters
  Score: Raw -2175336.837092 + Penalty 3213.490476 = -2172123.346617
  nChanged 8
		SP:Iteration 87Q (63295.780000 sec): 3 clusters
  Score: Raw -2175338.257200 + Penalty 3213.490476 = -2172124.766724
  nChanged 10
		SP:Iteration 88Q (63296.040000 sec): 3 clusters
  Score: Raw -2175339.894571 + Penalty 3213.490476 = -2172126.404095
  nChanged 8
		SP:Iteration 89Q (63296.290000 sec): 3 clusters
  Score: Raw -2175341.124693 + Penalty 3213.490476 = -2172127.634217
  nChanged 10
		SP:Iteration 90Q (63296.570000 sec): 3 clusters
  Score: Raw -2175342.918591 + Penalty 3213.490476 = -2172129.428115
  nChanged 11
		SP:Iteration 91Q (63296.810000 sec): 3 clusters
  Score: Raw -2175344.689129 + Penalty 3213.490476 = -2172131.198654
  nChanged 6
		SP:Iteration 92Q (63297.050000 sec): 3 clusters
  Score: Raw -2175345.751521 + Penalty 3213.490476 = -2172132.261045
  nChanged 7
		SP:Iteration 93Q (63297.360000 sec): 3 clusters
  Score: Raw -2175346.739778 + Penalty 3213.490476 = -2172133.249302
  nChanged 8
		SP:Iteration 94Q (63297.580000 sec): 3 clusters
  Score: Raw -2175347.953698 + Penalty 3213.490476 = -2172134.463222
  nChanged 11
		SP:Iteration 95Q (63297.820000 sec): 3 clusters
  Score: Raw -2175349.913530 + Penalty 3213.490476 = -2172136.423055
  nChanged 14
		SP:Iteration 96Q (63298.100000 sec): 3 clusters
  Score: Raw -2175352.702476 + Penalty 3213.490476 = -2172139.212000
  nChanged 11
		SP:Iteration 97Q (63298.280000 sec): 3 clusters
  Score: Raw -2175354.427553 + Penalty 3213.490476 = -2172140.937077
  nChanged 12
		SP:Iteration 98Q (63298.510000 sec): 3 clusters
  Score: Raw -2175356.408129 + Penalty 3213.490476 = -2172142.917653
  nChanged 14
		SP:Iteration 99Q (63298.750000 sec): 3 clusters
  Score: Raw -2175358.191156 + Penalty 3213.490476 = -2172144.700680
  nChanged 12
		SP:Iteration 100F (63298.990000 sec): 3 clusters
  Score: Raw -2175359.580918 + Penalty 3213.490476 = -2172146.090442
  nChanged 7
		SP:Iteration 101Q (63299.260000 sec): 3 clusters
  Score: Raw -2175360.573686 + Penalty 3213.490476 = -2172147.083211
  nChanged 5
		SP:Iteration 102Q (63299.500000 sec): 3 clusters
  Score: Raw -2175361.150199 + Penalty 3213.490476 = -2172147.659724
  nChanged 4
		SP:Iteration 103Q (63299.810000 sec): 3 clusters
  Score: Raw -2175361.689239 + Penalty 3213.490476 = -2172148.198763
  nChanged 3
		SP:Iteration 104Q (63300.100000 sec): 3 clusters
  Score: Raw -2175362.294285 + Penalty 3213.490476 = -2172148.803810
  nChanged 4
		SP:Iteration 105Q (63300.360000 sec): 3 clusters
  Score: Raw -2175362.771765 + Penalty 3213.490476 = -2172149.281289
  nChanged 2
		SP:Iteration 106Q (63300.690000 sec): 3 clusters
  Score: Raw -2175363.113099 + Penalty 3213.490476 = -2172149.622623
  nChanged 5
		SP:Iteration 107Q (63300.950000 sec): 3 clusters
  Score: Raw -2175363.838725 + Penalty 3213.490476 = -2172150.348249
  nChanged 4
		SP:Iteration 108Q (63301.230000 sec): 3 clusters
  Score: Raw -2175364.107961 + Penalty 3213.490476 = -2172150.617486
  nChanged 0
		SP:Iteration 109F (63301.530000 sec): 3 clusters
  Score: Raw -2175364.107961 + Penalty 3213.490476 = -2172150.617486
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63301.670000 sec): 2 clusters
  Score: Raw -398091.642682 + Penalty 1332.947912 = -396758.694770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63301.860000 sec): 3 clusters
  Score: Raw -396269.704963 + Penalty 2665.895824 = -393603.809139
  nChanged 1378
		SP:Iteration 1F (63302.030000 sec): 3 clusters
  Score: Raw -397059.940522 + Penalty 2665.895824 = -394394.044698
  nChanged 308
		SP:Iteration 2F (63302.200000 sec): 3 clusters
  Score: Raw -397255.797899 + Penalty 2665.895824 = -394589.902075
  nChanged 213
		SP:Iteration 3F (63302.340000 sec): 3 clusters
  Score: Raw -397405.167570 + Penalty 2665.895824 = -394739.271746
  nChanged 174
		SP:Iteration 4Q (63302.480000 sec): 3 clusters
  Score: Raw -397507.766733 + Penalty 2665.895824 = -394841.870909
  nChanged 152
		SP:Iteration 5Q (63302.630000 sec): 3 clusters
  Score: Raw -397589.089491 + Penalty 2665.895824 = -394923.193667
  nChanged 121
		SP:Iteration 6Q (63302.780000 sec): 3 clusters
  Score: Raw -397657.237083 + Penalty 2665.895824 = -394991.341259
  nChanged 123
		SP:Iteration 7Q (63302.910000 sec): 3 clusters
  Score: Raw -397719.054699 + Penalty 2665.895824 = -395053.158875
  nChanged 109
		SP:Iteration 8Q (63303.110000 sec): 3 clusters
  Score: Raw -397773.547972 + Penalty 2665.895824 = -395107.652148
  nChanged 96
		SP:Iteration 9Q (63303.290000 sec): 3 clusters
  Score: Raw -397824.707196 + Penalty 2665.895824 = -395158.811372
  nChanged 97
		SP:Iteration 10Q (63303.450000 sec): 3 clusters
  Score: Raw -397875.636130 + Penalty 2665.895824 = -395209.740306
  nChanged 98
		SP:Iteration 11Q (63303.670000 sec): 3 clusters
  Score: Raw -397933.408290 + Penalty 2665.895824 = -395267.512466
  nChanged 102
		SP:Iteration 12Q (63303.830000 sec): 3 clusters
  Score: Raw -397993.328241 + Penalty 2665.895824 = -395327.432417
  nChanged 95
		SP:Iteration 13Q (63304.010000 sec): 3 clusters
  Score: Raw -398041.433536 + Penalty 2665.895824 = -395375.537712
  nChanged 78
		SP:Iteration 14Q (63304.160000 sec): 3 clusters
  Score: Raw -398078.256167 + Penalty 2665.895824 = -395412.360343
  nChanged 68
		SP:Iteration 15Q (63304.320000 sec): 3 clusters
  Score: Raw -398109.874613 + Penalty 2665.895824 = -395443.978789
  nChanged 53
		SP:Iteration 16Q (63304.470000 sec): 3 clusters
  Score: Raw -398131.934303 + Penalty 2665.895824 = -395466.038479
  nChanged 43
		SP:Iteration 17Q (63304.620000 sec): 3 clusters
  Score: Raw -398150.292329 + Penalty 2665.895824 = -395484.396505
  nChanged 43
		SP:Iteration 18Q (63304.800000 sec): 3 clusters
  Score: Raw -398167.397317 + Penalty 2665.895824 = -395501.501493
  nChanged 43
		SP:Iteration 19Q (63304.960000 sec): 3 clusters
  Score: Raw -398182.603274 + Penalty 2665.895824 = -395516.707450
  nChanged 42
		SP:Iteration 20F (63305.150000 sec): 3 clusters
  Score: Raw -398196.191798 + Penalty 2665.895824 = -395530.295974
  nChanged 28
		SP:Iteration 21Q (63305.330000 sec): 3 clusters
  Score: Raw -398205.643391 + Penalty 2665.895824 = -395539.747566
  nChanged 20
		SP:Iteration 22Q (63305.550000 sec): 3 clusters
  Score: Raw -398213.957193 + Penalty 2665.895824 = -395548.061369
  nChanged 15
		SP:Iteration 23Q (63305.730000 sec): 3 clusters
  Score: Raw -398221.709319 + Penalty 2665.895824 = -395555.813495
  nChanged 14
		SP:Iteration 24Q (63305.900000 sec): 3 clusters
  Score: Raw -398226.205748 + Penalty 2665.895824 = -395560.309924
  nChanged 15
		SP:Iteration 25Q (63306.070000 sec): 3 clusters
  Score: Raw -398230.867876 + Penalty 2665.895824 = -395564.972052
  nChanged 10
		SP:Iteration 26Q (63306.230000 sec): 3 clusters
  Score: Raw -398234.022619 + Penalty 2665.895824 = -395568.126795
  nChanged 9
		SP:Iteration 27Q (63306.440000 sec): 3 clusters
  Score: Raw -398236.790917 + Penalty 2665.895824 = -395570.895093
  nChanged 8
		SP:Iteration 28Q (63306.620000 sec): 3 clusters
  Score: Raw -398238.939551 + Penalty 2665.895824 = -395573.043727
  nChanged 7
		SP:Iteration 29Q (63306.810000 sec): 3 clusters
  Score: Raw -398240.685092 + Penalty 2665.895824 = -395574.789268
  nChanged 4
		SP:Iteration 30Q (63307.010000 sec): 3 clusters
  Score: Raw -398241.687005 + Penalty 2665.895824 = -395575.791181
  nChanged 4
		SP:Iteration 31Q (63307.160000 sec): 3 clusters
  Score: Raw -398243.039081 + Penalty 2665.895824 = -395577.143257
  nChanged 6
		SP:Iteration 32Q (63307.310000 sec): 3 clusters
  Score: Raw -398244.590738 + Penalty 2665.895824 = -395578.694914
  nChanged 8
		SP:Iteration 33Q (63307.500000 sec): 3 clusters
  Score: Raw -398246.616592 + Penalty 2665.895824 = -395580.720768
  nChanged 4
		SP:Iteration 34Q (63307.720000 sec): 3 clusters
  Score: Raw -398247.755680 + Penalty 2665.895824 = -395581.859856
  nChanged 2
		SP:Iteration 35Q (63307.900000 sec): 3 clusters
  Score: Raw -398248.229640 + Penalty 2665.895824 = -395582.333816
  nChanged 1
		SP:Iteration 36Q (63308.050000 sec): 3 clusters
  Score: Raw -398248.419421 + Penalty 2665.895824 = -395582.523597
  nChanged 1
		SP:Iteration 37Q (63308.200000 sec): 3 clusters
  Score: Raw -398248.666585 + Penalty 2665.895824 = -395582.770761
  nChanged 1
		SP:Iteration 38Q (63308.370000 sec): 3 clusters
  Score: Raw -398248.832349 + Penalty 2665.895824 = -395582.936525
  nChanged 1
		SP:Iteration 39Q (63308.550000 sec): 3 clusters
  Score: Raw -398249.386590 + Penalty 2665.895824 = -395583.490766
  nChanged 3
		SP:Iteration 40F (63308.710000 sec): 3 clusters
  Score: Raw -398250.512526 + Penalty 2665.895824 = -395584.616702
  nChanged 2
		SP:Iteration 41Q (63308.850000 sec): 3 clusters
  Score: Raw -398251.161392 + Penalty 2665.895824 = -395585.265568
  nChanged 1
		SP:Iteration 42Q (63309.030000 sec): 3 clusters
  Score: Raw -398251.265426 + Penalty 2665.895824 = -395585.369602
  nChanged 1
		SP:Iteration 43Q (63309.220000 sec): 3 clusters
  Score: Raw -398251.834747 + Penalty 2665.895824 = -395585.938923
  nChanged 2
		SP:Iteration 44Q (63309.390000 sec): 3 clusters
  Score: Raw -398252.520192 + Penalty 2665.895824 = -395586.624368
  nChanged 1
		SP:Iteration 45Q (63309.570000 sec): 3 clusters
  Score: Raw -398252.855860 + Penalty 2665.895824 = -395586.960036
  nChanged 1
		SP:Iteration 46Q (63309.750000 sec): 3 clusters
  Score: Raw -398253.189437 + Penalty 2665.895824 = -395587.293613
  nChanged 0
		SP:Iteration 47F (63309.930000 sec): 3 clusters
  Score: Raw -398253.189437 + Penalty 2665.895824 = -395587.293613
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63309.990000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63310.180000 sec): 3 clusters
  Score: Raw -20626.403938 + Penalty 1729.978243 = -18896.425694
  nChanged 27
		SP:Iteration 1F (63310.340000 sec): 3 clusters
  Score: Raw -20711.156568 + Penalty 1729.978243 = -18981.178324
  nChanged 4
		SP:Iteration 2Q (63310.460000 sec): 3 clusters
  Score: Raw -20732.458315 + Penalty 1729.978243 = -19002.480071
  nChanged 3
		SP:Iteration 3Q (63310.640000 sec): 3 clusters
  Score: Raw -20740.548131 + Penalty 1729.978243 = -19010.569887
  nChanged 1
		SP:Iteration 4Q (63310.820000 sec): 3 clusters
  Score: Raw -20744.261021 + Penalty 1729.978243 = -19014.282778
  nChanged 2
		SP:Iteration 5Q (63311.000000 sec): 3 clusters
  Score: Raw -20753.320082 + Penalty 1729.978243 = -19023.341839
  nChanged 1
		SP:Iteration 6Q (63311.160000 sec): 3 clusters
  Score: Raw -20755.874131 + Penalty 1729.978243 = -19025.895888
  nChanged 1
		SP:Iteration 7Q (63311.330000 sec): 3 clusters
  Score: Raw -20757.870571 + Penalty 1729.978243 = -19027.892328
  nChanged 0
		SP:Iteration 8F (63311.550000 sec): 3 clusters
  Score: Raw -20757.870571 + Penalty 1729.978243 = -19027.892328
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63311.660000 sec): 2 clusters
  Score: Raw -734972.183552 + Penalty 1430.312147 = -733541.871405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63311.840000 sec): 3 clusters
  Score: Raw -731360.095044 + Penalty 2860.624294 = -728499.470750
  nChanged 2773
		SP:Iteration 1F (63312.060000 sec): 3 clusters
  Score: Raw -732852.544669 + Penalty 2860.624294 = -729991.920375
  nChanged 472
		SP:Iteration 2F (63312.270000 sec): 3 clusters
  Score: Raw -733065.359788 + Penalty 2860.624294 = -730204.735495
  nChanged 359
		SP:Iteration 3F (63312.480000 sec): 3 clusters
  Score: Raw -733237.479385 + Penalty 2860.624294 = -730376.855091
  nChanged 323
		SP:Iteration 4Q (63312.660000 sec): 3 clusters
  Score: Raw -733407.338188 + Penalty 2860.624294 = -730546.713894
  nChanged 293
		SP:Iteration 5Q (63312.850000 sec): 3 clusters
  Score: Raw -733555.996705 + Penalty 2860.624294 = -730695.372411
  nChanged 314
		SP:Iteration 6Q (63313.050000 sec): 3 clusters
  Score: Raw -733742.820934 + Penalty 2860.624294 = -730882.196641
  nChanged 274
		SP:Iteration 7Q (63313.240000 sec): 3 clusters
  Score: Raw -733908.326535 + Penalty 2860.624294 = -731047.702241
  nChanged 261
		SP:Iteration 8Q (63313.450000 sec): 3 clusters
  Score: Raw -734073.548323 + Penalty 2860.624294 = -731212.924029
  nChanged 237
		SP:Iteration 9Q (63313.600000 sec): 3 clusters
  Score: Raw -734222.918788 + Penalty 2860.624294 = -731362.294494
  nChanged 214
		SP:Iteration 10Q (63313.800000 sec): 3 clusters
  Score: Raw -734376.588093 + Penalty 2860.624294 = -731515.963799
  nChanged 186
		SP:Iteration 11Q (63313.980000 sec): 3 clusters
  Score: Raw -734502.986478 + Penalty 2860.624294 = -731642.362184
  nChanged 169
		SP:Iteration 12Q (63314.180000 sec): 3 clusters
  Score: Raw -734619.394431 + Penalty 2860.624294 = -731758.770137
  nChanged 130
		SP:Iteration 13Q (63314.390000 sec): 3 clusters
  Score: Raw -734717.345250 + Penalty 2860.624294 = -731856.720956
  nChanged 114
		SP:Iteration 14Q (63314.580000 sec): 3 clusters
  Score: Raw -734789.962360 + Penalty 2860.624294 = -731929.338066
  nChanged 82
		SP:Iteration 15Q (63314.710000 sec): 3 clusters
  Score: Raw -734837.541744 + Penalty 2860.624294 = -731976.917450
  nChanged 61
		SP:Iteration 16Q (63314.920000 sec): 3 clusters
  Score: Raw -734869.633497 + Penalty 2860.624294 = -732009.009203
  nChanged 51
		SP:Iteration 17Q (63315.100000 sec): 3 clusters
  Score: Raw -734888.629758 + Penalty 2860.624294 = -732028.005465
  nChanged 40
		SP:Iteration 18Q (63315.340000 sec): 3 clusters
  Score: Raw -734903.876749 + Penalty 2860.624294 = -732043.252455
  nChanged 38
		SP:Iteration 19Q (63315.510000 sec): 3 clusters
  Score: Raw -734919.773680 + Penalty 2860.624294 = -732059.149386
  nChanged 37
		SP:Iteration 20F (63315.770000 sec): 3 clusters
  Score: Raw -734932.786082 + Penalty 2860.624294 = -732072.161788
  nChanged 32
		SP:Iteration 21Q (63315.930000 sec): 3 clusters
  Score: Raw -734940.714110 + Penalty 2860.624294 = -732080.089816
  nChanged 23
		SP:Iteration 22Q (63316.150000 sec): 3 clusters
  Score: Raw -734947.381191 + Penalty 2860.624294 = -732086.756897
  nChanged 22
		SP:Iteration 23Q (63316.400000 sec): 3 clusters
  Score: Raw -734951.741566 + Penalty 2860.624294 = -732091.117272
  nChanged 11
		SP:Iteration 24Q (63316.560000 sec): 3 clusters
  Score: Raw -734953.851291 + Penalty 2860.624294 = -732093.226997
  nChanged 7
		SP:Iteration 25Q (63316.740000 sec): 3 clusters
  Score: Raw -734954.931867 + Penalty 2860.624294 = -732094.307573
  nChanged 5
		SP:Iteration 26Q (63316.960000 sec): 3 clusters
  Score: Raw -734955.631099 + Penalty 2860.624294 = -732095.006805
  nChanged 5
		SP:Iteration 27Q (63317.130000 sec): 3 clusters
  Score: Raw -734956.617385 + Penalty 2860.624294 = -732095.993091
  nChanged 3
		SP:Iteration 28Q (63317.320000 sec): 3 clusters
  Score: Raw -734957.174110 + Penalty 2860.624294 = -732096.549816
  nChanged 6
		SP:Iteration 29Q (63317.500000 sec): 3 clusters
  Score: Raw -734958.188300 + Penalty 2860.624294 = -732097.564006
  nChanged 3
		SP:Iteration 30Q (63317.700000 sec): 3 clusters
  Score: Raw -734958.814824 + Penalty 2860.624294 = -732098.190530
  nChanged 4
		SP:Iteration 31Q (63317.880000 sec): 3 clusters
  Score: Raw -734959.794399 + Penalty 2860.624294 = -732099.170105
  nChanged 3
		SP:Iteration 32Q (63318.060000 sec): 3 clusters
  Score: Raw -734960.224057 + Penalty 2860.624294 = -732099.599763
  nChanged 3
		SP:Iteration 33Q (63318.260000 sec): 3 clusters
  Score: Raw -734960.826869 + Penalty 2860.624294 = -732100.202575
  nChanged 4
		SP:Iteration 34Q (63318.460000 sec): 3 clusters
  Score: Raw -734961.648048 + Penalty 2860.624294 = -732101.023754
  nChanged 3
		SP:Iteration 35Q (63318.610000 sec): 3 clusters
  Score: Raw -734962.146202 + Penalty 2860.624294 = -732101.521908
  nChanged 4
		SP:Iteration 36Q (63318.830000 sec): 3 clusters
  Score: Raw -734963.166141 + Penalty 2860.624294 = -732102.541847
  nChanged 6
		SP:Iteration 37Q (63319.020000 sec): 3 clusters
  Score: Raw -734964.568816 + Penalty 2860.624294 = -732103.944523
  nChanged 5
		SP:Iteration 38Q (63319.190000 sec): 3 clusters
  Score: Raw -734965.872222 + Penalty 2860.624294 = -732105.247928
  nChanged 1
		SP:Iteration 39Q (63319.360000 sec): 3 clusters
  Score: Raw -734966.161434 + Penalty 2860.624294 = -732105.537140
  nChanged 2
		SP:Iteration 40F (63319.560000 sec): 3 clusters
  Score: Raw -734966.792601 + Penalty 2860.624294 = -732106.168308
  nChanged 3
		SP:Iteration 41Q (63319.790000 sec): 3 clusters
  Score: Raw -734967.923715 + Penalty 2860.624294 = -732107.299421
  nChanged 9
		SP:Iteration 42Q (63319.940000 sec): 3 clusters
  Score: Raw -734971.430688 + Penalty 2860.624294 = -732110.806394
  nChanged 11
		SP:Iteration 43Q (63320.150000 sec): 3 clusters
  Score: Raw -734974.801603 + Penalty 2860.624294 = -732114.177309
  nChanged 5
		SP:Iteration 44Q (63320.370000 sec): 3 clusters
  Score: Raw -734975.957789 + Penalty 2860.624294 = -732115.333495
  nChanged 5
		SP:Iteration 45Q (63320.560000 sec): 3 clusters
  Score: Raw -734977.256865 + Penalty 2860.624294 = -732116.632571
  nChanged 7
		SP:Iteration 46Q (63320.760000 sec): 3 clusters
  Score: Raw -734978.937505 + Penalty 2860.624294 = -732118.313211
  nChanged 6
		SP:Iteration 47Q (63320.970000 sec): 3 clusters
  Score: Raw -734979.978764 + Penalty 2860.624294 = -732119.354470
  nChanged 3
		SP:Iteration 48Q (63321.180000 sec): 3 clusters
  Score: Raw -734980.662330 + Penalty 2860.624294 = -732120.038037
  nChanged 5
		SP:Iteration 49Q (63321.380000 sec): 3 clusters
  Score: Raw -734982.185850 + Penalty 2860.624294 = -732121.561557
  nChanged 6
		SP:Iteration 50Q (63321.560000 sec): 3 clusters
  Score: Raw -734983.841151 + Penalty 2860.624294 = -732123.216857
  nChanged 3
		SP:Iteration 51Q (63321.780000 sec): 3 clusters
  Score: Raw -734984.832598 + Penalty 2860.624294 = -732124.208305
  nChanged 2
		SP:Iteration 52Q (63321.940000 sec): 3 clusters
  Score: Raw -734985.181885 + Penalty 2860.624294 = -732124.557591
  nChanged 1
		SP:Iteration 53Q (63322.170000 sec): 3 clusters
  Score: Raw -734985.268042 + Penalty 2860.624294 = -732124.643748
  nChanged 3
		SP:Iteration 54Q (63322.340000 sec): 3 clusters
  Score: Raw -734985.559346 + Penalty 2860.624294 = -732124.935053
  nChanged 0
		SP:Iteration 55F (63322.560000 sec): 3 clusters
  Score: Raw -734985.559346 + Penalty 2860.624294 = -732124.935053
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63322.630000 sec): 2 clusters
  Score: Raw -255577.663227 + Penalty 1281.182489 = -254296.480738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63322.850000 sec): 3 clusters
  Score: Raw -254410.509495 + Penalty 2562.364978 = -251848.144517
  nChanged 985
		SP:Iteration 1F (63323.020000 sec): 3 clusters
  Score: Raw -255176.920573 + Penalty 2562.364978 = -252614.555595
  nChanged 245
		SP:Iteration 2F (63323.200000 sec): 3 clusters
  Score: Raw -255388.164898 + Penalty 2562.364978 = -252825.799920
  nChanged 169
		SP:Iteration 3F (63323.380000 sec): 3 clusters
  Score: Raw -255530.014816 + Penalty 2562.364978 = -252967.649838
  nChanged 116
		SP:Iteration 4Q (63323.580000 sec): 3 clusters
  Score: Raw -255608.652916 + Penalty 2562.364978 = -253046.287938
  nChanged 89
		SP:Iteration 5Q (63323.760000 sec): 3 clusters
  Score: Raw -255660.923890 + Penalty 2562.364978 = -253098.558912
  nChanged 60
		SP:Iteration 6Q (63323.950000 sec): 3 clusters
  Score: Raw -255689.037603 + Penalty 2562.364978 = -253126.672625
  nChanged 46
		SP:Iteration 7Q (63324.100000 sec): 3 clusters
  Score: Raw -255717.071198 + Penalty 2562.364978 = -253154.706220
  nChanged 43
		SP:Iteration 8Q (63324.240000 sec): 3 clusters
  Score: Raw -255742.544096 + Penalty 2562.364978 = -253180.179118
  nChanged 42
		SP:Iteration 9Q (63324.410000 sec): 3 clusters
  Score: Raw -255762.450924 + Penalty 2562.364978 = -253200.085945
  nChanged 34
		SP:Iteration 10Q (63324.580000 sec): 3 clusters
  Score: Raw -255782.740316 + Penalty 2562.364978 = -253220.375338
  nChanged 28
		SP:Iteration 11Q (63324.770000 sec): 3 clusters
  Score: Raw -255799.743063 + Penalty 2562.364978 = -253237.378084
  nChanged 25
		SP:Iteration 12Q (63324.880000 sec): 3 clusters
  Score: Raw -255810.381626 + Penalty 2562.364978 = -253248.016647
  nChanged 23
		SP:Iteration 13Q (63325.060000 sec): 3 clusters
  Score: Raw -255820.762971 + Penalty 2562.364978 = -253258.397992
  nChanged 28
		SP:Iteration 14Q (63325.250000 sec): 3 clusters
  Score: Raw -255836.606090 + Penalty 2562.364978 = -253274.241112
  nChanged 30
		SP:Iteration 15Q (63325.380000 sec): 3 clusters
  Score: Raw -255850.754541 + Penalty 2562.364978 = -253288.389563
  nChanged 27
		SP:Iteration 16Q (63325.560000 sec): 3 clusters
  Score: Raw -255862.234925 + Penalty 2562.364978 = -253299.869947
  nChanged 22
		SP:Iteration 17Q (63325.740000 sec): 3 clusters
  Score: Raw -255872.139447 + Penalty 2562.364978 = -253309.774468
  nChanged 17
		SP:Iteration 18Q (63325.920000 sec): 3 clusters
  Score: Raw -255876.781112 + Penalty 2562.364978 = -253314.416134
  nChanged 9
		SP:Iteration 19Q (63326.100000 sec): 3 clusters
  Score: Raw -255881.455981 + Penalty 2562.364978 = -253319.091002
  nChanged 11
		SP:Iteration 20F (63326.250000 sec): 3 clusters
  Score: Raw -255885.958378 + Penalty 2562.364978 = -253323.593399
  nChanged 10
		SP:Iteration 21Q (63326.440000 sec): 3 clusters
  Score: Raw -255889.902398 + Penalty 2562.364978 = -253327.537419
  nChanged 10
		SP:Iteration 22Q (63326.610000 sec): 3 clusters
  Score: Raw -255892.209245 + Penalty 2562.364978 = -253329.844266
  nChanged 4
		SP:Iteration 23Q (63326.730000 sec): 3 clusters
  Score: Raw -255893.858462 + Penalty 2562.364978 = -253331.493483
  nChanged 4
		SP:Iteration 24Q (63326.910000 sec): 3 clusters
  Score: Raw -255895.222437 + Penalty 2562.364978 = -253332.857459
  nChanged 6
		SP:Iteration 25Q (63327.050000 sec): 3 clusters
  Score: Raw -255897.269756 + Penalty 2562.364978 = -253334.904777
  nChanged 6
		SP:Iteration 26Q (63327.150000 sec): 3 clusters
  Score: Raw -255899.437275 + Penalty 2562.364978 = -253337.072297
  nChanged 6
		SP:Iteration 27Q (63327.310000 sec): 3 clusters
  Score: Raw -255901.036926 + Penalty 2562.364978 = -253338.671948
  nChanged 3
		SP:Iteration 28Q (63327.500000 sec): 3 clusters
  Score: Raw -255901.440777 + Penalty 2562.364978 = -253339.075798
  nChanged 1
		SP:Iteration 29Q (63327.630000 sec): 3 clusters
  Score: Raw -255901.708484 + Penalty 2562.364978 = -253339.343506
  nChanged 1
		SP:Iteration 30Q (63327.790000 sec): 3 clusters
  Score: Raw -255902.093838 + Penalty 2562.364978 = -253339.728859
  nChanged 2
		SP:Iteration 31Q (63327.960000 sec): 3 clusters
  Score: Raw -255902.574141 + Penalty 2562.364978 = -253340.209162
  nChanged 1
		SP:Iteration 32Q (63328.180000 sec): 3 clusters
  Score: Raw -255903.024520 + Penalty 2562.364978 = -253340.659542
  nChanged 2
		SP:Iteration 33Q (63328.300000 sec): 3 clusters
  Score: Raw -255903.451820 + Penalty 2562.364978 = -253341.086841
  nChanged 2
		SP:Iteration 34Q (63328.440000 sec): 3 clusters
  Score: Raw -255904.091878 + Penalty 2562.364978 = -253341.726900
  nChanged 3
		SP:Iteration 35Q (63328.630000 sec): 3 clusters
  Score: Raw -255904.847919 + Penalty 2562.364978 = -253342.482941
  nChanged 4
		SP:Iteration 36Q (63328.800000 sec): 3 clusters
  Score: Raw -255905.856333 + Penalty 2562.364978 = -253343.491354
  nChanged 3
		SP:Iteration 37Q (63329.020000 sec): 3 clusters
  Score: Raw -255907.450337 + Penalty 2562.364978 = -253345.085359
  nChanged 1
		SP:Iteration 38Q (63329.210000 sec): 3 clusters
  Score: Raw -255908.476930 + Penalty 2562.364978 = -253346.111952
  nChanged 2
		SP:Iteration 39Q (63329.370000 sec): 3 clusters
  Score: Raw -255909.745843 + Penalty 2562.364978 = -253347.380864
  nChanged 0
		SP:Iteration 40F (63329.510000 sec): 3 clusters
  Score: Raw -255909.745843 + Penalty 2562.364978 = -253347.380864
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63329.590000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63329.780000 sec): 3 clusters
  Score: Raw -24431.530386 + Penalty 1786.579673 = -22644.950712
  nChanged 49
		SP:Iteration 1F (63329.960000 sec): 3 clusters
  Score: Raw -24552.546553 + Penalty 1786.579673 = -22765.966880
  nChanged 10
		SP:Iteration 2Q (63330.120000 sec): 3 clusters
  Score: Raw -24573.363530 + Penalty 1786.579673 = -22786.783856
  nChanged 5
		SP:Iteration 3Q (63330.290000 sec): 3 clusters
  Score: Raw -24586.852305 + Penalty 1786.579673 = -22800.272632
  nChanged 2
		SP:Iteration 4Q (63330.490000 sec): 3 clusters
  Score: Raw -24594.677035 + Penalty 1786.579673 = -22808.097362
  nChanged 2
		SP:Iteration 5Q (63330.650000 sec): 3 clusters
  Score: Raw -24599.177209 + Penalty 1786.579673 = -22812.597535
  nChanged 2
		SP:Iteration 6Q (63330.810000 sec): 3 clusters
  Score: Raw -24603.104924 + Penalty 1786.579673 = -22816.525251
  nChanged 0
		SP:Iteration 7F (63331.000000 sec): 3 clusters
  Score: Raw -24603.104924 + Penalty 1786.579673 = -22816.525251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63331.120000 sec): 2 clusters
  Score: Raw -303421.009882 + Penalty 1288.131576 = -302132.878306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63331.320000 sec): 3 clusters
  Score: Raw -302163.994923 + Penalty 2576.263152 = -299587.731770
  nChanged 1020
		SP:Iteration 1F (63331.500000 sec): 3 clusters
  Score: Raw -302780.803561 + Penalty 2576.263152 = -300204.540408
  nChanged 215
		SP:Iteration 2F (63331.640000 sec): 3 clusters
  Score: Raw -302917.852089 + Penalty 2576.263152 = -300341.588937
  nChanged 144
		SP:Iteration 3F (63331.830000 sec): 3 clusters
  Score: Raw -303007.937445 + Penalty 2576.263152 = -300431.674293
  nChanged 118
		SP:Iteration 4Q (63331.990000 sec): 3 clusters
  Score: Raw -303082.064515 + Penalty 2576.263152 = -300505.801363
  nChanged 83
		SP:Iteration 5Q (63332.160000 sec): 3 clusters
  Score: Raw -303137.714945 + Penalty 2576.263152 = -300561.451792
  nChanged 76
		SP:Iteration 6Q (63332.310000 sec): 3 clusters
  Score: Raw -303174.358256 + Penalty 2576.263152 = -300598.095104
  nChanged 50
		SP:Iteration 7Q (63332.490000 sec): 3 clusters
  Score: Raw -303199.280970 + Penalty 2576.263152 = -300623.017818
  nChanged 48
		SP:Iteration 8Q (63332.660000 sec): 3 clusters
  Score: Raw -303220.299215 + Penalty 2576.263152 = -300644.036063
  nChanged 41
		SP:Iteration 9Q (63332.840000 sec): 3 clusters
  Score: Raw -303241.152493 + Penalty 2576.263152 = -300664.889341
  nChanged 34
		SP:Iteration 10Q (63332.940000 sec): 3 clusters
  Score: Raw -303255.229113 + Penalty 2576.263152 = -300678.965961
  nChanged 35
		SP:Iteration 11Q (63333.120000 sec): 3 clusters
  Score: Raw -303272.196026 + Penalty 2576.263152 = -300695.932873
  nChanged 33
		SP:Iteration 12Q (63333.300000 sec): 3 clusters
  Score: Raw -303282.988209 + Penalty 2576.263152 = -300706.725057
  nChanged 25
		SP:Iteration 13Q (63333.490000 sec): 3 clusters
  Score: Raw -303293.638850 + Penalty 2576.263152 = -300717.375698
  nChanged 32
		SP:Iteration 14Q (63333.660000 sec): 3 clusters
  Score: Raw -303307.737800 + Penalty 2576.263152 = -300731.474648
  nChanged 26
		SP:Iteration 15Q (63333.820000 sec): 3 clusters
  Score: Raw -303316.945678 + Penalty 2576.263152 = -300740.682526
  nChanged 14
		SP:Iteration 16Q (63334.040000 sec): 3 clusters
  Score: Raw -303323.082554 + Penalty 2576.263152 = -300746.819402
  nChanged 20
		SP:Iteration 17Q (63334.170000 sec): 3 clusters
  Score: Raw -303334.957177 + Penalty 2576.263152 = -300758.694025
  nChanged 21
		SP:Iteration 18Q (63334.350000 sec): 3 clusters
  Score: Raw -303347.420942 + Penalty 2576.263152 = -300771.157790
  nChanged 25
		SP:Iteration 19Q (63334.530000 sec): 3 clusters
  Score: Raw -303362.346729 + Penalty 2576.263152 = -300786.083577
  nChanged 28
		SP:Iteration 20F (63334.690000 sec): 3 clusters
  Score: Raw -303379.501418 + Penalty 2576.263152 = -300803.238266
  nChanged 43
		SP:Iteration 21Q (63334.840000 sec): 3 clusters
  Score: Raw -303402.740780 + Penalty 2576.263152 = -300826.477628
  nChanged 34
		SP:Iteration 22Q (63335.000000 sec): 3 clusters
  Score: Raw -303426.886981 + Penalty 2576.263152 = -300850.623829
  nChanged 36
		SP:Iteration 23Q (63335.140000 sec): 3 clusters
  Score: Raw -303448.997889 + Penalty 2576.263152 = -300872.734736
  nChanged 41
		SP:Iteration 24Q (63335.290000 sec): 3 clusters
  Score: Raw -303470.991984 + Penalty 2576.263152 = -300894.728832
  nChanged 41
		SP:Iteration 25Q (63335.460000 sec): 3 clusters
  Score: Raw -303492.826812 + Penalty 2576.263152 = -300916.563660
  nChanged 27
		SP:Iteration 26Q (63335.620000 sec): 3 clusters
  Score: Raw -303504.315671 + Penalty 2576.263152 = -300928.052519
  nChanged 21
		SP:Iteration 27Q (63335.800000 sec): 3 clusters
  Score: Raw -303514.946296 + Penalty 2576.263152 = -300938.683144
  nChanged 25
		SP:Iteration 28Q (63335.940000 sec): 3 clusters
  Score: Raw -303528.152998 + Penalty 2576.263152 = -300951.889846
  nChanged 20
		SP:Iteration 29Q (63336.140000 sec): 3 clusters
  Score: Raw -303537.494684 + Penalty 2576.263152 = -300961.231532
  nChanged 18
		SP:Iteration 30Q (63336.320000 sec): 3 clusters
  Score: Raw -303545.264901 + Penalty 2576.263152 = -300969.001749
  nChanged 11
		SP:Iteration 31Q (63336.500000 sec): 3 clusters
  Score: Raw -303550.699519 + Penalty 2576.263152 = -300974.436367
  nChanged 13
		SP:Iteration 32Q (63336.680000 sec): 3 clusters
  Score: Raw -303557.414069 + Penalty 2576.263152 = -300981.150917
  nChanged 13
		SP:Iteration 33Q (63336.870000 sec): 3 clusters
  Score: Raw -303563.493404 + Penalty 2576.263152 = -300987.230252
  nChanged 11
		SP:Iteration 34Q (63337.070000 sec): 3 clusters
  Score: Raw -303570.522364 + Penalty 2576.263152 = -300994.259212
  nChanged 16
		SP:Iteration 35Q (63337.250000 sec): 3 clusters
  Score: Raw -303577.504162 + Penalty 2576.263152 = -301001.241010
  nChanged 21
		SP:Iteration 36Q (63337.430000 sec): 3 clusters
  Score: Raw -303586.904718 + Penalty 2576.263152 = -301010.641566
  nChanged 21
		SP:Iteration 37Q (63337.580000 sec): 3 clusters
  Score: Raw -303597.678197 + Penalty 2576.263152 = -301021.415045
  nChanged 20
		SP:Iteration 38Q (63337.800000 sec): 3 clusters
  Score: Raw -303607.270405 + Penalty 2576.263152 = -301031.007253
  nChanged 19
		SP:Iteration 39Q (63337.950000 sec): 3 clusters
  Score: Raw -303617.891583 + Penalty 2576.263152 = -301041.628430
  nChanged 16
		SP:Iteration 40F (63338.170000 sec): 3 clusters
  Score: Raw -303624.520361 + Penalty 2576.263152 = -301048.257209
  nChanged 15
		SP:Iteration 41Q (63338.340000 sec): 3 clusters
  Score: Raw -303631.378062 + Penalty 2576.263152 = -301055.114910
  nChanged 11
		SP:Iteration 42Q (63338.460000 sec): 3 clusters
  Score: Raw -303636.096968 + Penalty 2576.263152 = -301059.833815
  nChanged 14
		SP:Iteration 43Q (63338.650000 sec): 3 clusters
  Score: Raw -303643.116417 + Penalty 2576.263152 = -301066.853265
  nChanged 14
		SP:Iteration 44Q (63338.790000 sec): 3 clusters
  Score: Raw -303652.055878 + Penalty 2576.263152 = -301075.792726
  nChanged 26
		SP:Iteration 45Q (63338.980000 sec): 3 clusters
  Score: Raw -303666.146672 + Penalty 2576.263152 = -301089.883520
  nChanged 19
		SP:Iteration 46Q (63339.150000 sec): 3 clusters
  Score: Raw -303676.802038 + Penalty 2576.263152 = -301100.538886
  nChanged 9
		SP:Iteration 47Q (63339.320000 sec): 3 clusters
  Score: Raw -303680.476656 + Penalty 2576.263152 = -301104.213503
  nChanged 5
		SP:Iteration 48Q (63339.520000 sec): 3 clusters
  Score: Raw -303683.444043 + Penalty 2576.263152 = -301107.180891
  nChanged 8
		SP:Iteration 49Q (63339.690000 sec): 3 clusters
  Score: Raw -303686.183098 + Penalty 2576.263152 = -301109.919946
  nChanged 6
		SP:Iteration 50Q (63339.840000 sec): 3 clusters
  Score: Raw -303688.514844 + Penalty 2576.263152 = -301112.251692
  nChanged 7
		SP:Iteration 51Q (63340.050000 sec): 3 clusters
  Score: Raw -303691.103539 + Penalty 2576.263152 = -301114.840387
  nChanged 3
		SP:Iteration 52Q (63340.260000 sec): 3 clusters
  Score: Raw -303692.318792 + Penalty 2576.263152 = -301116.055640
  nChanged 3
		SP:Iteration 53Q (63340.450000 sec): 3 clusters
  Score: Raw -303692.994529 + Penalty 2576.263152 = -301116.731377
  nChanged 1
		SP:Iteration 54Q (63340.630000 sec): 3 clusters
  Score: Raw -303693.312220 + Penalty 2576.263152 = -301117.049068
  nChanged 0
		SP:Iteration 55F (63340.810000 sec): 3 clusters
  Score: Raw -303693.312220 + Penalty 2576.263152 = -301117.049068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63340.900000 sec): 2 clusters
  Score: Raw -838424.699918 + Penalty 1459.564111 = -836965.135807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63341.110000 sec): 3 clusters
  Score: Raw -834071.819196 + Penalty 2919.128222 = -831152.690973
  nChanged 3334
		SP:Iteration 1F (63341.320000 sec): 3 clusters
  Score: Raw -835958.368092 + Penalty 2919.128222 = -833039.239870
  nChanged 530
		SP:Iteration 2F (63341.520000 sec): 3 clusters
  Score: Raw -836258.488383 + Penalty 2919.128222 = -833339.360161
  nChanged 480
		SP:Iteration 3F (63341.710000 sec): 3 clusters
  Score: Raw -836525.587196 + Penalty 2919.128222 = -833606.458974
  nChanged 414
		SP:Iteration 4F (63341.910000 sec): 3 clusters
  Score: Raw -836767.655576 + Penalty 2919.128222 = -833848.527354
  nChanged 374
		SP:Iteration 5Q (63342.120000 sec): 3 clusters
  Score: Raw -836955.210389 + Penalty 2919.128222 = -834036.082167
  nChanged 296
		SP:Iteration 6Q (63342.360000 sec): 3 clusters
  Score: Raw -837106.063965 + Penalty 2919.128222 = -834186.935743
  nChanged 288
		SP:Iteration 7Q (63342.570000 sec): 3 clusters
  Score: Raw -837246.148623 + Penalty 2919.128222 = -834327.020401
  nChanged 262
		SP:Iteration 8Q (63342.770000 sec): 3 clusters
  Score: Raw -837363.460664 + Penalty 2919.128222 = -834444.332442
  nChanged 226
		SP:Iteration 9Q (63342.960000 sec): 3 clusters
  Score: Raw -837462.149602 + Penalty 2919.128222 = -834543.021380
  nChanged 231
		SP:Iteration 10Q (63343.180000 sec): 3 clusters
  Score: Raw -837568.751338 + Penalty 2919.128222 = -834649.623116
  nChanged 256
		SP:Iteration 11Q (63343.390000 sec): 3 clusters
  Score: Raw -837707.096151 + Penalty 2919.128222 = -834787.967929
  nChanged 227
		SP:Iteration 12Q (63343.610000 sec): 3 clusters
  Score: Raw -837829.883356 + Penalty 2919.128222 = -834910.755134
  nChanged 180
		SP:Iteration 13Q (63343.830000 sec): 3 clusters
  Score: Raw -837935.450692 + Penalty 2919.128222 = -835016.322470
  nChanged 171
		SP:Iteration 14Q (63344.010000 sec): 3 clusters
  Score: Raw -838018.757155 + Penalty 2919.128222 = -835099.628933
  nChanged 152
		SP:Iteration 15Q (63344.220000 sec): 3 clusters
  Score: Raw -838093.288246 + Penalty 2919.128222 = -835174.160024
  nChanged 137
		SP:Iteration 16Q (63344.370000 sec): 3 clusters
  Score: Raw -838149.448734 + Penalty 2919.128222 = -835230.320512
  nChanged 120
		SP:Iteration 17Q (63344.600000 sec): 3 clusters
  Score: Raw -838204.553805 + Penalty 2919.128222 = -835285.425583
  nChanged 112
		SP:Iteration 18Q (63344.810000 sec): 3 clusters
  Score: Raw -838261.392201 + Penalty 2919.128222 = -835342.263979
  nChanged 116
		SP:Iteration 19Q (63345.010000 sec): 3 clusters
  Score: Raw -838310.027696 + Penalty 2919.128222 = -835390.899474
  nChanged 88
		SP:Iteration 20F (63345.180000 sec): 3 clusters
  Score: Raw -838342.778716 + Penalty 2919.128222 = -835423.650494
  nChanged 87
		SP:Iteration 21Q (63345.340000 sec): 3 clusters
  Score: Raw -838369.593449 + Penalty 2919.128222 = -835450.465227
  nChanged 65
		SP:Iteration 22Q (63345.570000 sec): 3 clusters
  Score: Raw -838387.968141 + Penalty 2919.128222 = -835468.839919
  nChanged 54
		SP:Iteration 23Q (63345.730000 sec): 3 clusters
  Score: Raw -838405.277003 + Penalty 2919.128222 = -835486.148781
  nChanged 69
		SP:Iteration 24Q (63345.940000 sec): 3 clusters
  Score: Raw -838431.556036 + Penalty 2919.128222 = -835512.427814
  nChanged 75
		SP:Iteration 25Q (63346.140000 sec): 3 clusters
  Score: Raw -838462.914985 + Penalty 2919.128222 = -835543.786763
  nChanged 86
		SP:Iteration 26Q (63346.330000 sec): 3 clusters
  Score: Raw -838497.743937 + Penalty 2919.128222 = -835578.615715
  nChanged 80
		SP:Iteration 27Q (63346.490000 sec): 3 clusters
  Score: Raw -838533.772673 + Penalty 2919.128222 = -835614.644451
  nChanged 67
		SP:Iteration 28Q (63346.690000 sec): 3 clusters
  Score: Raw -838563.027201 + Penalty 2919.128222 = -835643.898979
  nChanged 64
		SP:Iteration 29Q (63346.870000 sec): 3 clusters
  Score: Raw -838591.994839 + Penalty 2919.128222 = -835672.866617
  nChanged 73
		SP:Iteration 30Q (63347.070000 sec): 3 clusters
  Score: Raw -838626.499414 + Penalty 2919.128222 = -835707.371192
  nChanged 73
		SP:Iteration 31Q (63347.290000 sec): 3 clusters
  Score: Raw -838659.796764 + Penalty 2919.128222 = -835740.668542
  nChanged 83
		SP:Iteration 32Q (63347.510000 sec): 3 clusters
  Score: Raw -838698.389069 + Penalty 2919.128222 = -835779.260847
  nChanged 63
		SP:Iteration 33Q (63347.680000 sec): 3 clusters
  Score: Raw -838726.010960 + Penalty 2919.128222 = -835806.882738
  nChanged 56
		SP:Iteration 34Q (63347.840000 sec): 3 clusters
  Score: Raw -838750.984852 + Penalty 2919.128222 = -835831.856630
  nChanged 40
		SP:Iteration 35Q (63348.070000 sec): 3 clusters
  Score: Raw -838767.067326 + Penalty 2919.128222 = -835847.939104
  nChanged 35
		SP:Iteration 36Q (63348.230000 sec): 3 clusters
  Score: Raw -838779.300082 + Penalty 2919.128222 = -835860.171860
  nChanged 26
		SP:Iteration 37Q (63348.390000 sec): 3 clusters
  Score: Raw -838789.682986 + Penalty 2919.128222 = -835870.554763
  nChanged 22
		SP:Iteration 38Q (63348.610000 sec): 3 clusters
  Score: Raw -838798.150361 + Penalty 2919.128222 = -835879.022139
  nChanged 25
		SP:Iteration 39Q (63348.820000 sec): 3 clusters
  Score: Raw -838809.724435 + Penalty 2919.128222 = -835890.596213
  nChanged 23
		SP:Iteration 40F (63349.030000 sec): 3 clusters
  Score: Raw -838819.156765 + Penalty 2919.128222 = -835900.028543
  nChanged 18
		SP:Iteration 41Q (63349.230000 sec): 3 clusters
  Score: Raw -838828.166390 + Penalty 2919.128222 = -835909.038168
  nChanged 14
		SP:Iteration 42Q (63349.470000 sec): 3 clusters
  Score: Raw -838835.960426 + Penalty 2919.128222 = -835916.832203
  nChanged 16
		SP:Iteration 43Q (63349.660000 sec): 3 clusters
  Score: Raw -838842.712635 + Penalty 2919.128222 = -835923.584413
  nChanged 16
		SP:Iteration 44Q (63349.840000 sec): 3 clusters
  Score: Raw -838849.771236 + Penalty 2919.128222 = -835930.643013
  nChanged 10
		SP:Iteration 45Q (63350.050000 sec): 3 clusters
  Score: Raw -838855.589346 + Penalty 2919.128222 = -835936.461124
  nChanged 9
		SP:Iteration 46Q (63350.240000 sec): 3 clusters
  Score: Raw -838858.651733 + Penalty 2919.128222 = -835939.523511
  nChanged 9
		SP:Iteration 47Q (63350.450000 sec): 3 clusters
  Score: Raw -838861.744914 + Penalty 2919.128222 = -835942.616692
  nChanged 7
		SP:Iteration 48Q (63350.700000 sec): 3 clusters
  Score: Raw -838864.030047 + Penalty 2919.128222 = -835944.901825
  nChanged 6
		SP:Iteration 49Q (63350.860000 sec): 3 clusters
  Score: Raw -838866.425001 + Penalty 2919.128222 = -835947.296779
  nChanged 4
		SP:Iteration 50Q (63351.100000 sec): 3 clusters
  Score: Raw -838867.620382 + Penalty 2919.128222 = -835948.492160
  nChanged 3
		SP:Iteration 51Q (63351.300000 sec): 3 clusters
  Score: Raw -838869.303282 + Penalty 2919.128222 = -835950.175060
  nChanged 4
		SP:Iteration 52Q (63351.420000 sec): 3 clusters
  Score: Raw -838871.322250 + Penalty 2919.128222 = -835952.194028
  nChanged 7
		SP:Iteration 53Q (63351.620000 sec): 3 clusters
  Score: Raw -838873.404961 + Penalty 2919.128222 = -835954.276739
  nChanged 5
		SP:Iteration 54Q (63351.810000 sec): 3 clusters
  Score: Raw -838875.006383 + Penalty 2919.128222 = -835955.878161
  nChanged 3
		SP:Iteration 55Q (63352.030000 sec): 3 clusters
  Score: Raw -838875.961220 + Penalty 2919.128222 = -835956.832998
  nChanged 2
		SP:Iteration 56Q (63352.200000 sec): 3 clusters
  Score: Raw -838876.857454 + Penalty 2919.128222 = -835957.729232
  nChanged 1
		SP:Iteration 57Q (63352.420000 sec): 3 clusters
  Score: Raw -838877.159198 + Penalty 2919.128222 = -835958.030976
  nChanged 1
		SP:Iteration 58Q (63352.590000 sec): 3 clusters
  Score: Raw -838877.351471 + Penalty 2919.128222 = -835958.223249
  nChanged 1
		SP:Iteration 59Q (63352.800000 sec): 3 clusters
  Score: Raw -838877.497537 + Penalty 2919.128222 = -835958.369315
  nChanged 1
		SP:Iteration 60F (63352.990000 sec): 3 clusters
  Score: Raw -838878.524416 + Penalty 2919.128222 = -835959.396194
  nChanged 5
		SP:Iteration 61Q (63353.160000 sec): 3 clusters
  Score: Raw -838880.690311 + Penalty 2919.128222 = -835961.562089
  nChanged 2
		SP:Iteration 62Q (63353.360000 sec): 3 clusters
  Score: Raw -838881.071518 + Penalty 2919.128222 = -835961.943296
  nChanged 0
		SP:Iteration 63F (63353.550000 sec): 3 clusters
  Score: Raw -838881.071518 + Penalty 2919.128222 = -835961.943296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63353.720000 sec): 2 clusters
  Score: Raw -1583986.206670 + Penalty 1566.242376 = -1582419.964294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63354.010000 sec): 3 clusters
  Score: Raw -1575104.563689 + Penalty 3132.484752 = -1571972.078937
  nChanged 6739
		SP:Iteration 1F (63354.270000 sec): 3 clusters
  Score: Raw -1578993.592255 + Penalty 3132.484752 = -1575861.107502
  nChanged 1007
		SP:Iteration 2F (63354.490000 sec): 3 clusters
  Score: Raw -1579413.826408 + Penalty 3132.484752 = -1576281.341656
  nChanged 796
		SP:Iteration 3F (63354.760000 sec): 3 clusters
  Score: Raw -1579710.899333 + Penalty 3132.484752 = -1576578.414581
  nChanged 671
		SP:Iteration 4Q (63355.030000 sec): 3 clusters
  Score: Raw -1579984.100370 + Penalty 3132.484752 = -1576851.615618
  nChanged 644
		SP:Iteration 5Q (63355.260000 sec): 3 clusters
  Score: Raw -1580258.910997 + Penalty 3132.484752 = -1577126.426245
  nChanged 604
		SP:Iteration 6Q (63355.490000 sec): 3 clusters
  Score: Raw -1580514.066368 + Penalty 3132.484752 = -1577381.581615
  nChanged 584
		SP:Iteration 7Q (63355.700000 sec): 3 clusters
  Score: Raw -1580770.815592 + Penalty 3132.484752 = -1577638.330839
  nChanged 557
		SP:Iteration 8Q (63355.940000 sec): 3 clusters
  Score: Raw -1581028.012135 + Penalty 3132.484752 = -1577895.527383
  nChanged 555
		SP:Iteration 9Q (63356.190000 sec): 3 clusters
  Score: Raw -1581303.180823 + Penalty 3132.484752 = -1578170.696070
  nChanged 577
		SP:Iteration 10Q (63356.450000 sec): 3 clusters
  Score: Raw -1581611.045805 + Penalty 3132.484752 = -1578478.561052
  nChanged 579
		SP:Iteration 11Q (63356.700000 sec): 3 clusters
  Score: Raw -1581947.575136 + Penalty 3132.484752 = -1578815.090384
  nChanged 585
		SP:Iteration 12Q (63356.970000 sec): 3 clusters
  Score: Raw -1582327.697577 + Penalty 3132.484752 = -1579195.212825
  nChanged 596
		SP:Iteration 13Q (63357.210000 sec): 3 clusters
  Score: Raw -1582741.288741 + Penalty 3132.484752 = -1579608.803988
  nChanged 482
		SP:Iteration 14Q (63357.500000 sec): 3 clusters
  Score: Raw -1583073.146684 + Penalty 3132.484752 = -1579940.661932
  nChanged 437
		SP:Iteration 15Q (63357.720000 sec): 3 clusters
  Score: Raw -1583366.327610 + Penalty 3132.484752 = -1580233.842858
  nChanged 362
		SP:Iteration 16Q (63357.940000 sec): 3 clusters
  Score: Raw -1583585.306480 + Penalty 3132.484752 = -1580452.821728
  nChanged 310
		SP:Iteration 17Q (63358.190000 sec): 3 clusters
  Score: Raw -1583775.223148 + Penalty 3132.484752 = -1580642.738396
  nChanged 260
		SP:Iteration 18Q (63358.430000 sec): 3 clusters
  Score: Raw -1583936.295298 + Penalty 3132.484752 = -1580803.810545
  nChanged 185
		SP:Iteration 19Q (63358.620000 sec): 3 clusters
  Score: Raw -1584041.743248 + Penalty 3132.484752 = -1580909.258495
  nChanged 152
		SP:Iteration 20F (63358.870000 sec): 3 clusters
  Score: Raw -1584122.705155 + Penalty 3132.484752 = -1580990.220402
  nChanged 123
		SP:Iteration 21Q (63359.110000 sec): 3 clusters
  Score: Raw -1584202.744448 + Penalty 3132.484752 = -1581070.259696
  nChanged 100
		SP:Iteration 22Q (63359.330000 sec): 3 clusters
  Score: Raw -1584271.178897 + Penalty 3132.484752 = -1581138.694145
  nChanged 80
		SP:Iteration 23Q (63359.600000 sec): 3 clusters
  Score: Raw -1584321.277708 + Penalty 3132.484752 = -1581188.792955
  nChanged 55
		SP:Iteration 24Q (63359.790000 sec): 3 clusters
  Score: Raw -1584355.762637 + Penalty 3132.484752 = -1581223.277885
  nChanged 44
		SP:Iteration 25Q (63360.020000 sec): 3 clusters
  Score: Raw -1584377.927556 + Penalty 3132.484752 = -1581245.442803
  nChanged 26
		SP:Iteration 26Q (63360.240000 sec): 3 clusters
  Score: Raw -1584389.796584 + Penalty 3132.484752 = -1581257.311832
  nChanged 29
		SP:Iteration 27Q (63360.510000 sec): 3 clusters
  Score: Raw -1584405.546635 + Penalty 3132.484752 = -1581273.061883
  nChanged 27
		SP:Iteration 28Q (63360.700000 sec): 3 clusters
  Score: Raw -1584420.683406 + Penalty 3132.484752 = -1581288.198654
  nChanged 19
		SP:Iteration 29Q (63360.920000 sec): 3 clusters
  Score: Raw -1584435.237416 + Penalty 3132.484752 = -1581302.752664
  nChanged 17
		SP:Iteration 30Q (63361.190000 sec): 3 clusters
  Score: Raw -1584445.291270 + Penalty 3132.484752 = -1581312.806518
  nChanged 19
		SP:Iteration 31Q (63361.450000 sec): 3 clusters
  Score: Raw -1584452.910315 + Penalty 3132.484752 = -1581320.425563
  nChanged 13
		SP:Iteration 32Q (63361.640000 sec): 3 clusters
  Score: Raw -1584458.280244 + Penalty 3132.484752 = -1581325.795492
  nChanged 18
		SP:Iteration 33Q (63361.870000 sec): 3 clusters
  Score: Raw -1584470.417641 + Penalty 3132.484752 = -1581337.932889
  nChanged 23
		SP:Iteration 34Q (63362.120000 sec): 3 clusters
  Score: Raw -1584481.926126 + Penalty 3132.484752 = -1581349.441373
  nChanged 14
		SP:Iteration 35Q (63362.360000 sec): 3 clusters
  Score: Raw -1584488.952621 + Penalty 3132.484752 = -1581356.467869
  nChanged 9
		SP:Iteration 36Q (63362.570000 sec): 3 clusters
  Score: Raw -1584493.259786 + Penalty 3132.484752 = -1581360.775034
  nChanged 9
		SP:Iteration 37Q (63362.830000 sec): 3 clusters
  Score: Raw -1584498.900471 + Penalty 3132.484752 = -1581366.415718
  nChanged 8
		SP:Iteration 38Q (63363.020000 sec): 3 clusters
  Score: Raw -1584503.023702 + Penalty 3132.484752 = -1581370.538950
  nChanged 6
		SP:Iteration 39Q (63363.250000 sec): 3 clusters
  Score: Raw -1584506.549025 + Penalty 3132.484752 = -1581374.064273
  nChanged 6
		SP:Iteration 40F (63363.490000 sec): 3 clusters
  Score: Raw -1584510.723846 + Penalty 3132.484752 = -1581378.239093
  nChanged 8
		SP:Iteration 41Q (63363.730000 sec): 3 clusters
  Score: Raw -1584515.693213 + Penalty 3132.484752 = -1581383.208460
  nChanged 7
		SP:Iteration 42Q (63363.950000 sec): 3 clusters
  Score: Raw -1584517.777275 + Penalty 3132.484752 = -1581385.292522
  nChanged 6
		SP:Iteration 43Q (63364.180000 sec): 3 clusters
  Score: Raw -1584521.951684 + Penalty 3132.484752 = -1581389.466932
  nChanged 3
		SP:Iteration 44Q (63364.440000 sec): 3 clusters
  Score: Raw -1584523.137973 + Penalty 3132.484752 = -1581390.653220
  nChanged 2
		SP:Iteration 45Q (63364.660000 sec): 3 clusters
  Score: Raw -1584523.650996 + Penalty 3132.484752 = -1581391.166243
  nChanged 3
		SP:Iteration 46Q (63364.920000 sec): 3 clusters
  Score: Raw -1584524.778111 + Penalty 3132.484752 = -1581392.293358
  nChanged 0
		SP:Iteration 47F (63365.140000 sec): 3 clusters
  Score: Raw -1584524.778111 + Penalty 3132.484752 = -1581392.293358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63365.230000 sec): 2 clusters
  Score: Raw -177892.668388 + Penalty 1226.811489 = -176665.856899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63365.460000 sec): 3 clusters
  Score: Raw -177090.723702 + Penalty 2453.622979 = -174637.100723
  nChanged 690
		SP:Iteration 1F (63365.620000 sec): 3 clusters
  Score: Raw -177647.532476 + Penalty 2453.622979 = -175193.909498
  nChanged 200
		SP:Iteration 2F (63365.770000 sec): 3 clusters
  Score: Raw -177892.044296 + Penalty 2453.622979 = -175438.421317
  nChanged 149
		SP:Iteration 3F (63365.950000 sec): 3 clusters
  Score: Raw -178132.755852 + Penalty 2453.622979 = -175679.132873
  nChanged 123
		SP:Iteration 4F (63366.110000 sec): 3 clusters
  Score: Raw -178320.809550 + Penalty 2453.622979 = -175867.186571
  nChanged 112
		SP:Iteration 5F (63366.300000 sec): 3 clusters
  Score: Raw -178457.270729 + Penalty 2453.622979 = -176003.647750
  nChanged 78
		SP:Iteration 6Q (63366.480000 sec): 3 clusters
  Score: Raw -178533.662601 + Penalty 2453.622979 = -176080.039623
  nChanged 55
		SP:Iteration 7Q (63366.660000 sec): 3 clusters
  Score: Raw -178597.888950 + Penalty 2453.622979 = -176144.265971
  nChanged 37
		SP:Iteration 8Q (63366.840000 sec): 3 clusters
  Score: Raw -178626.437953 + Penalty 2453.622979 = -176172.814974
  nChanged 24
		SP:Iteration 9Q (63367.020000 sec): 3 clusters
  Score: Raw -178645.621694 + Penalty 2453.622979 = -176191.998715
  nChanged 14
		SP:Iteration 10Q (63367.150000 sec): 3 clusters
  Score: Raw -178653.812158 + Penalty 2453.622979 = -176200.189179
  nChanged 4
		SP:Iteration 11Q (63367.290000 sec): 3 clusters
  Score: Raw -178655.630680 + Penalty 2453.622979 = -176202.007702
  nChanged 2
		SP:Iteration 12Q (63367.450000 sec): 3 clusters
  Score: Raw -178657.617678 + Penalty 2453.622979 = -176203.994699
  nChanged 5
		SP:Iteration 13Q (63367.680000 sec): 3 clusters
  Score: Raw -178659.335268 + Penalty 2453.622979 = -176205.712289
  nChanged 4
		SP:Iteration 14Q (63367.810000 sec): 3 clusters
  Score: Raw -178660.730130 + Penalty 2453.622979 = -176207.107152
  nChanged 1
		SP:Iteration 15Q (63368.010000 sec): 3 clusters
  Score: Raw -178661.379585 + Penalty 2453.622979 = -176207.756606
  nChanged 1
		SP:Iteration 16Q (63368.160000 sec): 3 clusters
  Score: Raw -178661.606471 + Penalty 2453.622979 = -176207.983493
  nChanged 0
		SP:Iteration 17F (63368.370000 sec): 3 clusters
  Score: Raw -178661.606471 + Penalty 2453.622979 = -176207.983493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63368.480000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63368.640000 sec): 3 clusters
  Score: Raw -121126.718717 + Penalty 2290.725583 = -118835.993134
  nChanged 358
		SP:Iteration 1F (63368.830000 sec): 3 clusters
  Score: Raw -121513.763159 + Penalty 2290.725583 = -119223.037576
  nChanged 125
		SP:Iteration 2F (63368.990000 sec): 3 clusters
  Score: Raw -121687.488786 + Penalty 2290.725583 = -119396.763203
  nChanged 70
		SP:Iteration 3F (63369.160000 sec): 3 clusters
  Score: Raw -121778.240734 + Penalty 2290.725583 = -119487.515151
  nChanged 53
		SP:Iteration 4Q (63369.300000 sec): 3 clusters
  Score: Raw -121835.582562 + Penalty 2290.725583 = -119544.856979
  nChanged 29
		SP:Iteration 5Q (63369.440000 sec): 3 clusters
  Score: Raw -121882.567454 + Penalty 2290.725583 = -119591.841871
  nChanged 30
		SP:Iteration 6Q (63369.630000 sec): 3 clusters
  Score: Raw -121927.029871 + Penalty 2290.725583 = -119636.304288
  nChanged 28
		SP:Iteration 7Q (63369.820000 sec): 3 clusters
  Score: Raw -121960.667085 + Penalty 2290.725583 = -119669.941502
  nChanged 22
		SP:Iteration 8Q (63369.990000 sec): 3 clusters
  Score: Raw -121984.546713 + Penalty 2290.725583 = -119693.821130
  nChanged 11
		SP:Iteration 9Q (63370.180000 sec): 3 clusters
  Score: Raw -121993.826297 + Penalty 2290.725583 = -119703.100714
  nChanged 10
		SP:Iteration 10Q (63370.390000 sec): 3 clusters
  Score: Raw -121998.820408 + Penalty 2290.725583 = -119708.094825
  nChanged 3
		SP:Iteration 11Q (63370.550000 sec): 3 clusters
  Score: Raw -122004.296121 + Penalty 2290.725583 = -119713.570539
  nChanged 3
		SP:Iteration 12Q (63370.690000 sec): 3 clusters
  Score: Raw -122006.920926 + Penalty 2290.725583 = -119716.195343
  nChanged 2
		SP:Iteration 13Q (63370.860000 sec): 3 clusters
  Score: Raw -122009.742556 + Penalty 2290.725583 = -119719.016973
  nChanged 1
		SP:Iteration 14Q (63371.030000 sec): 3 clusters
  Score: Raw -122010.969239 + Penalty 2290.725583 = -119720.243656
  nChanged 3
		SP:Iteration 15Q (63371.180000 sec): 3 clusters
  Score: Raw -122013.178063 + Penalty 2290.725583 = -119722.452480
  nChanged 1
		SP:Iteration 16Q (63371.330000 sec): 3 clusters
  Score: Raw -122013.753467 + Penalty 2290.725583 = -119723.027884
  nChanged 2
		SP:Iteration 17Q (63371.510000 sec): 3 clusters
  Score: Raw -122015.007970 + Penalty 2290.725583 = -119724.282387
  nChanged 0
		SP:Iteration 18F (63371.630000 sec): 3 clusters
  Score: Raw -122015.007970 + Penalty 2290.725583 = -119724.282387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63371.730000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63371.910000 sec): 3 clusters
  Score: Raw -120798.187633 + Penalty 2288.743006 = -118509.444627
  nChanged 350
		SP:Iteration 1F (63372.010000 sec): 3 clusters
  Score: Raw -121085.519627 + Penalty 2288.743006 = -118796.776621
  nChanged 88
		SP:Iteration 2F (63372.190000 sec): 3 clusters
  Score: Raw -121167.359151 + Penalty 2288.743006 = -118878.616145
  nChanged 49
		SP:Iteration 3Q (63372.350000 sec): 3 clusters
  Score: Raw -121208.612040 + Penalty 2288.743006 = -118919.869034
  nChanged 34
		SP:Iteration 4Q (63372.540000 sec): 3 clusters
  Score: Raw -121235.779210 + Penalty 2288.743006 = -118947.036204
  nChanged 31
		SP:Iteration 5Q (63372.730000 sec): 3 clusters
  Score: Raw -121262.335520 + Penalty 2288.743006 = -118973.592514
  nChanged 24
		SP:Iteration 6Q (63372.880000 sec): 3 clusters
  Score: Raw -121298.915384 + Penalty 2288.743006 = -119010.172378
  nChanged 30
		SP:Iteration 7Q (63373.050000 sec): 3 clusters
  Score: Raw -121337.348564 + Penalty 2288.743006 = -119048.605558
  nChanged 36
		SP:Iteration 8Q (63373.230000 sec): 3 clusters
  Score: Raw -121377.944167 + Penalty 2288.743006 = -119089.201161
  nChanged 24
		SP:Iteration 9Q (63373.400000 sec): 3 clusters
  Score: Raw -121412.830894 + Penalty 2288.743006 = -119124.087888
  nChanged 26
		SP:Iteration 10Q (63373.570000 sec): 3 clusters
  Score: Raw -121443.287295 + Penalty 2288.743006 = -119154.544289
  nChanged 25
		SP:Iteration 11Q (63373.750000 sec): 3 clusters
  Score: Raw -121485.270721 + Penalty 2288.743006 = -119196.527715
  nChanged 33
		SP:Iteration 12Q (63373.920000 sec): 3 clusters
  Score: Raw -121553.421577 + Penalty 2288.743006 = -119264.678571
  nChanged 34
		SP:Iteration 13Q (63374.060000 sec): 3 clusters
  Score: Raw -121603.018567 + Penalty 2288.743006 = -119314.275561
  nChanged 33
		SP:Iteration 14Q (63374.200000 sec): 3 clusters
  Score: Raw -121666.380792 + Penalty 2288.743006 = -119377.637786
  nChanged 26
		SP:Iteration 15Q (63374.390000 sec): 3 clusters
  Score: Raw -121700.058318 + Penalty 2288.743006 = -119411.315312
  nChanged 14
		SP:Iteration 16Q (63374.550000 sec): 3 clusters
  Score: Raw -121715.825727 + Penalty 2288.743006 = -119427.082722
  nChanged 9
		SP:Iteration 17Q (63374.770000 sec): 3 clusters
  Score: Raw -121729.067318 + Penalty 2288.743006 = -119440.324312
  nChanged 5
		SP:Iteration 18Q (63374.910000 sec): 3 clusters
  Score: Raw -121736.862912 + Penalty 2288.743006 = -119448.119907
  nChanged 7
		SP:Iteration 19Q (63375.080000 sec): 3 clusters
  Score: Raw -121744.411107 + Penalty 2288.743006 = -119455.668101
  nChanged 7
		SP:Iteration 20F (63375.250000 sec): 3 clusters
  Score: Raw -121753.754703 + Penalty 2288.743006 = -119465.011698
  nChanged 5
		SP:Iteration 21Q (63375.430000 sec): 3 clusters
  Score: Raw -121758.268932 + Penalty 2288.743006 = -119469.525926
  nChanged 4
		SP:Iteration 22Q (63375.610000 sec): 3 clusters
  Score: Raw -121761.723491 + Penalty 2288.743006 = -119472.980485
  nChanged 4
		SP:Iteration 23Q (63375.770000 sec): 3 clusters
  Score: Raw -121767.191714 + Penalty 2288.743006 = -119478.448708
  nChanged 9
		SP:Iteration 24Q (63376.010000 sec): 3 clusters
  Score: Raw -121779.594115 + Penalty 2288.743006 = -119490.851109
  nChanged 6
		SP:Iteration 25Q (63376.190000 sec): 3 clusters
  Score: Raw -121787.188540 + Penalty 2288.743006 = -119498.445534
  nChanged 10
		SP:Iteration 26Q (63376.350000 sec): 3 clusters
  Score: Raw -121798.367714 + Penalty 2288.743006 = -119509.624708
  nChanged 12
		SP:Iteration 27Q (63376.500000 sec): 3 clusters
  Score: Raw -121812.730937 + Penalty 2288.743006 = -119523.987931
  nChanged 8
		SP:Iteration 28Q (63376.660000 sec): 3 clusters
  Score: Raw -121821.117231 + Penalty 2288.743006 = -119532.374225
  nChanged 12
		SP:Iteration 29Q (63376.860000 sec): 3 clusters
  Score: Raw -121832.898505 + Penalty 2288.743006 = -119544.155499
  nChanged 8
		SP:Iteration 30Q (63377.010000 sec): 3 clusters
  Score: Raw -121841.020667 + Penalty 2288.743006 = -119552.277661
  nChanged 4
		SP:Iteration 31Q (63377.110000 sec): 3 clusters
  Score: Raw -121847.319636 + Penalty 2288.743006 = -119558.576630
  nChanged 6
		SP:Iteration 32Q (63377.310000 sec): 3 clusters
  Score: Raw -121852.776986 + Penalty 2288.743006 = -119564.033981
  nChanged 5
		SP:Iteration 33Q (63377.450000 sec): 3 clusters
  Score: Raw -121858.328127 + Penalty 2288.743006 = -119569.585121
  nChanged 5
		SP:Iteration 34Q (63377.660000 sec): 3 clusters
  Score: Raw -121862.534337 + Penalty 2288.743006 = -119573.791331
  nChanged 2
		SP:Iteration 35Q (63377.810000 sec): 3 clusters
  Score: Raw -121863.585331 + Penalty 2288.743006 = -119574.842325
  nChanged 3
		SP:Iteration 36Q (63377.990000 sec): 3 clusters
  Score: Raw -121866.597877 + Penalty 2288.743006 = -119577.854871
  nChanged 0
		SP:Iteration 37F (63378.150000 sec): 3 clusters
  Score: Raw -121866.597877 + Penalty 2288.743006 = -119577.854871
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63378.270000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63378.420000 sec): 3 clusters
  Score: Raw -27036.122947 + Penalty 1819.487137 = -25216.635811
  nChanged 48
		SP:Iteration 1F (63378.550000 sec): 3 clusters
  Score: Raw -27162.358578 + Penalty 1819.487137 = -25342.871441
  nChanged 11
		SP:Iteration 2Q (63378.710000 sec): 3 clusters
  Score: Raw -27215.380391 + Penalty 1819.487137 = -25395.893254
  nChanged 6
		SP:Iteration 3Q (63378.880000 sec): 3 clusters
  Score: Raw -27248.195522 + Penalty 1819.487137 = -25428.708385
  nChanged 6
		SP:Iteration 4Q (63379.050000 sec): 3 clusters
  Score: Raw -27264.325288 + Penalty 1819.487137 = -25444.838151
  nChanged 2
		SP:Iteration 5Q (63379.220000 sec): 3 clusters
  Score: Raw -27269.808745 + Penalty 1819.487137 = -25450.321608
  nChanged 2
		SP:Iteration 6Q (63379.400000 sec): 3 clusters
  Score: Raw -27279.307303 + Penalty 1819.487137 = -25459.820166
  nChanged 2
		SP:Iteration 7Q (63379.610000 sec): 3 clusters
  Score: Raw -27286.359498 + Penalty 1819.487137 = -25466.872361
  nChanged 3
		SP:Iteration 8Q (63379.770000 sec): 3 clusters
  Score: Raw -27293.576754 + Penalty 1819.487137 = -25474.089618
  nChanged 2
		SP:Iteration 9Q (63379.870000 sec): 3 clusters
  Score: Raw -27298.374963 + Penalty 1819.487137 = -25478.887826
  nChanged 1
		SP:Iteration 10Q (63380.030000 sec): 3 clusters
  Score: Raw -27300.172936 + Penalty 1819.487137 = -25480.685799
  nChanged 0
		SP:Iteration 11F (63380.210000 sec): 3 clusters
  Score: Raw -27300.172936 + Penalty 1819.487137 = -25480.685799
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (357670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63382.150000 sec): 2 clusters
  Score: Raw -38688950.870404 + Penalty 2077.946984 = -38686872.923420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63384.180000 sec): 3 clusters
  Score: Raw -38449642.884529 + Penalty 4155.893967 = -38445486.990562
  nChanged 174606
		SP:Iteration 1F (63386.400000 sec): 3 clusters
  Score: Raw -38556085.803132 + Penalty 4155.893967 = -38551929.909165
  nChanged 13869
		SP:Iteration 2Q (63388.690000 sec): 3 clusters
  Score: Raw -38561372.332540 + Penalty 4155.893967 = -38557216.438573
  nChanged 17946
		SP:Iteration 3F (63390.780000 sec): 3 clusters
  Score: Raw -38570686.687617 + Penalty 4155.893967 = -38566530.793650
  nChanged 22554
		SP:Iteration 4F (63392.780000 sec): 3 clusters
  Score: Raw -38585504.299875 + Penalty 4155.893967 = -38581348.405908
  nChanged 25753
		SP:Iteration 5F (63394.890000 sec): 3 clusters
  Score: Raw -38605778.614475 + Penalty 4155.893967 = -38601622.720508
  nChanged 25489
		SP:Iteration 6F (63397.080000 sec): 3 clusters
  Score: Raw -38627682.983517 + Penalty 4155.893967 = -38623527.089550
  nChanged 21300
		SP:Iteration 7F (63399.190000 sec): 3 clusters
  Score: Raw -38646585.833762 + Penalty 4155.893967 = -38642429.939795
  nChanged 16221
		SP:Iteration 8Q (63401.430000 sec): 3 clusters
  Score: Raw -38660379.658199 + Penalty 4155.893967 = -38656223.764231
  nChanged 11514
		SP:Iteration 9Q (63403.510000 sec): 3 clusters
  Score: Raw -38669481.940789 + Penalty 4155.893967 = -38665326.046822
  nChanged 8499
		SP:Iteration 10Q (63405.610000 sec): 3 clusters
  Score: Raw -38675859.258524 + Penalty 4155.893967 = -38671703.364557
  nChanged 6419
		SP:Iteration 11Q (63407.700000 sec): 3 clusters
  Score: Raw -38680418.722576 + Penalty 4155.893967 = -38676262.828609
  nChanged 4678
		SP:Iteration 12Q (63409.820000 sec): 3 clusters
  Score: Raw -38683591.956114 + Penalty 4155.893967 = -38679436.062147
  nChanged 3396
		SP:Iteration 13Q (63411.760000 sec): 3 clusters
  Score: Raw -38685817.904199 + Penalty 4155.893967 = -38681662.010232
  nChanged 2275
		SP:Iteration 14Q (63413.740000 sec): 3 clusters
  Score: Raw -38687202.296398 + Penalty 4155.893967 = -38683046.402431
  nChanged 1429
		SP:Iteration 15Q (63415.590000 sec): 3 clusters
  Score: Raw -38688003.793406 + Penalty 4155.893967 = -38683847.899439
  nChanged 946
		SP:Iteration 16Q (63417.460000 sec): 3 clusters
  Score: Raw -38688497.127087 + Penalty 4155.893967 = -38684341.233120
  nChanged 600
		SP:Iteration 17Q (63419.330000 sec): 3 clusters
  Score: Raw -38688778.477303 + Penalty 4155.893967 = -38684622.583336
  nChanged 377
		SP:Iteration 18Q (63421.160000 sec): 3 clusters
  Score: Raw -38688938.876022 + Penalty 4155.893967 = -38684782.982055
  nChanged 276
		SP:Iteration 19Q (63423.100000 sec): 3 clusters
  Score: Raw -38689049.486883 + Penalty 4155.893967 = -38684893.592916
  nChanged 208
		SP:Iteration 20F (63425.230000 sec): 3 clusters
  Score: Raw -38689131.883711 + Penalty 4155.893967 = -38684975.989744
  nChanged 160
		SP:Iteration 21Q (63427.080000 sec): 3 clusters
  Score: Raw -38689196.147303 + Penalty 4155.893967 = -38685040.253336
  nChanged 108
		SP:Iteration 22Q (63428.760000 sec): 3 clusters
  Score: Raw -38689240.110131 + Penalty 4155.893967 = -38685084.216164
  nChanged 80
		SP:Iteration 23Q (63430.750000 sec): 3 clusters
  Score: Raw -38689271.481315 + Penalty 4155.893967 = -38685115.587348
  nChanged 65
		SP:Iteration 24Q (63432.680000 sec): 3 clusters
  Score: Raw -38689296.212469 + Penalty 4155.893967 = -38685140.318502
  nChanged 58
		SP:Iteration 25Q (63434.490000 sec): 3 clusters
  Score: Raw -38689316.664413 + Penalty 4155.893967 = -38685160.770446
  nChanged 52
		SP:Iteration 26Q (63436.370000 sec): 3 clusters
  Score: Raw -38689334.929607 + Penalty 4155.893967 = -38685179.035640
  nChanged 44
		SP:Iteration 27Q (63438.170000 sec): 3 clusters
  Score: Raw -38689352.197617 + Penalty 4155.893967 = -38685196.303650
  nChanged 34
		SP:Iteration 28Q (63439.820000 sec): 3 clusters
  Score: Raw -38689362.655476 + Penalty 4155.893967 = -38685206.761509
  nChanged 25
		SP:Iteration 29Q (63441.610000 sec): 3 clusters
  Score: Raw -38689369.453114 + Penalty 4155.893967 = -38685213.559147
  nChanged 15
		SP:Iteration 30Q (63443.550000 sec): 3 clusters
  Score: Raw -38689373.876235 + Penalty 4155.893967 = -38685217.982268
  nChanged 15
		SP:Iteration 31Q (63445.350000 sec): 3 clusters
  Score: Raw -38689378.044265 + Penalty 4155.893967 = -38685222.150298
  nChanged 11
		SP:Iteration 32Q (63447.360000 sec): 3 clusters
  Score: Raw -38689382.128218 + Penalty 4155.893967 = -38685226.234251
  nChanged 14
		SP:Iteration 33Q (63449.110000 sec): 3 clusters
  Score: Raw -38689388.189639 + Penalty 4155.893967 = -38685232.295672
  nChanged 14
		SP:Iteration 34Q (63451.100000 sec): 3 clusters
  Score: Raw -38689392.242364 + Penalty 4155.893967 = -38685236.348397
  nChanged 16
		SP:Iteration 35Q (63452.810000 sec): 3 clusters
  Score: Raw -38689396.524653 + Penalty 4155.893967 = -38685240.630686
  nChanged 11
		SP:Iteration 36Q (63454.430000 sec): 3 clusters
  Score: Raw -38689399.368196 + Penalty 4155.893967 = -38685243.474229
  nChanged 6
		SP:Iteration 37Q (63456.030000 sec): 3 clusters
  Score: Raw -38689401.609841 + Penalty 4155.893967 = -38685245.715874
  nChanged 4
		SP:Iteration 38Q (63457.680000 sec): 3 clusters
  Score: Raw -38689402.610893 + Penalty 4155.893967 = -38685246.716926
  nChanged 4
		SP:Iteration 39Q (63459.350000 sec): 3 clusters
  Score: Raw -38689405.233190 + Penalty 4155.893967 = -38685249.339223
  nChanged 7
		SP:Iteration 40F (63461.530000 sec): 3 clusters
  Score: Raw -38689408.282682 + Penalty 4155.893967 = -38685252.388715
  nChanged 6
		SP:Iteration 41Q (63463.310000 sec): 3 clusters
  Score: Raw -38689410.462908 + Penalty 4155.893967 = -38685254.568940
  nChanged 11
		SP:Iteration 42Q (63464.880000 sec): 3 clusters
  Score: Raw -38689413.791128 + Penalty 4155.893967 = -38685257.897161
  nChanged 6
		SP:Iteration 43Q (63466.250000 sec): 3 clusters
  Score: Raw -38689416.069328 + Penalty 4155.893967 = -38685260.175361
  nChanged 8
		SP:Iteration 44Q (63467.500000 sec): 3 clusters
  Score: Raw -38689418.172123 + Penalty 4155.893967 = -38685262.278156
  nChanged 4
		SP:Iteration 45Q (63468.950000 sec): 3 clusters
  Score: Raw -38689419.360034 + Penalty 4155.893967 = -38685263.466067
  nChanged 2
		SP:Iteration 46Q (63470.300000 sec): 3 clusters
  Score: Raw -38689419.715544 + Penalty 4155.893967 = -38685263.821577
  nChanged 2
		SP:Iteration 47Q (63471.610000 sec): 3 clusters
  Score: Raw -38689420.087634 + Penalty 4155.893967 = -38685264.193667
  nChanged 1
		SP:Iteration 48Q (63472.840000 sec): 3 clusters
  Score: Raw -38689420.305098 + Penalty 4155.893967 = -38685264.411131
  nChanged 2
		SP:Iteration 49Q (63474.180000 sec): 3 clusters
  Score: Raw -38689420.633682 + Penalty 4155.893967 = -38685264.739715
  nChanged 4
		SP:Iteration 50Q (63475.680000 sec): 3 clusters
  Score: Raw -38689421.642883 + Penalty 4155.893967 = -38685265.748916
  nChanged 5
		SP:Iteration 51Q (63477.180000 sec): 3 clusters
  Score: Raw -38689422.896176 + Penalty 4155.893967 = -38685267.002209
  nChanged 5
		SP:Iteration 52Q (63478.570000 sec): 3 clusters
  Score: Raw -38689424.575161 + Penalty 4155.893967 = -38685268.681194
  nChanged 3
		SP:Iteration 53Q (63479.820000 sec): 3 clusters
  Score: Raw -38689425.186538 + Penalty 4155.893967 = -38685269.292571
  nChanged 0
		SP:Iteration 54F (63481.490000 sec): 3 clusters
  Score: Raw -38689425.186538 + Penalty 4155.893967 = -38685269.292571
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63481.830000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63481.980000 sec): 3 clusters
  Score: Raw -55223.702345 + Penalty 2023.624418 = -53200.077928
  nChanged 106
		SP:Iteration 1F (63482.190000 sec): 3 clusters
  Score: Raw -55358.050369 + Penalty 2023.624418 = -53334.425951
  nChanged 38
		SP:Iteration 2F (63482.350000 sec): 3 clusters
  Score: Raw -55421.365253 + Penalty 2023.624418 = -53397.740835
  nChanged 16
		SP:Iteration 3Q (63482.510000 sec): 3 clusters
  Score: Raw -55437.079478 + Penalty 2023.624418 = -53413.455061
  nChanged 4
		SP:Iteration 4Q (63482.700000 sec): 3 clusters
  Score: Raw -55442.219588 + Penalty 2023.624418 = -53418.595170
  nChanged 3
		SP:Iteration 5Q (63482.900000 sec): 3 clusters
  Score: Raw -55446.694968 + Penalty 2023.624418 = -53423.070551
  nChanged 1
		SP:Iteration 6Q (63483.080000 sec): 3 clusters
  Score: Raw -55447.709059 + Penalty 2023.624418 = -53424.084641
  nChanged 1
		SP:Iteration 7Q (63483.270000 sec): 3 clusters
  Score: Raw -55448.518249 + Penalty 2023.624418 = -53424.893832
  nChanged 0
		SP:Iteration 8F (63483.440000 sec): 3 clusters
  Score: Raw -55448.518249 + Penalty 2023.624418 = -53424.893832
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63483.590000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63483.770000 sec): 3 clusters
  Score: Raw -50121.074048 + Penalty 1994.058590 = -48127.015459
  nChanged 97
		SP:Iteration 1F (63483.920000 sec): 3 clusters
  Score: Raw -50269.506443 + Penalty 1994.058590 = -48275.447853
  nChanged 28
		SP:Iteration 2F (63484.050000 sec): 3 clusters
  Score: Raw -50318.880870 + Penalty 1994.058590 = -48324.822281
  nChanged 22
		SP:Iteration 3Q (63484.220000 sec): 3 clusters
  Score: Raw -50380.437832 + Penalty 1994.058590 = -48386.379243
  nChanged 12
		SP:Iteration 4Q (63484.450000 sec): 3 clusters
  Score: Raw -50400.812975 + Penalty 1994.058590 = -48406.754386
  nChanged 5
		SP:Iteration 5Q (63484.600000 sec): 3 clusters
  Score: Raw -50406.654677 + Penalty 1994.058590 = -48412.596087
  nChanged 3
		SP:Iteration 6Q (63484.780000 sec): 3 clusters
  Score: Raw -50414.572119 + Penalty 1994.058590 = -48420.513529
  nChanged 2
		SP:Iteration 7Q (63484.960000 sec): 3 clusters
  Score: Raw -50416.262192 + Penalty 1994.058590 = -48422.203602
  nChanged 1
		SP:Iteration 8Q (63485.130000 sec): 3 clusters
  Score: Raw -50417.524807 + Penalty 1994.058590 = -48423.466218
  nChanged 0
		SP:Iteration 9F (63485.330000 sec): 3 clusters
  Score: Raw -50417.524807 + Penalty 1994.058590 = -48423.466218
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63485.410000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63485.590000 sec): 3 clusters
  Score: Raw -283479.839383 + Penalty 2564.195969 = -280915.643413
  nChanged 964
		SP:Iteration 1F (63485.780000 sec): 3 clusters
  Score: Raw -284145.672116 + Penalty 2564.195969 = -281581.476147
  nChanged 243
		SP:Iteration 2F (63485.950000 sec): 3 clusters
  Score: Raw -284381.322763 + Penalty 2564.195969 = -281817.126794
  nChanged 202
		SP:Iteration 3F (63486.160000 sec): 3 clusters
  Score: Raw -284607.129675 + Penalty 2564.195969 = -282042.933706
  nChanged 176
		SP:Iteration 4F (63486.310000 sec): 3 clusters
  Score: Raw -284788.809661 + Penalty 2564.195969 = -282224.613691
  nChanged 145
		SP:Iteration 5F (63486.490000 sec): 3 clusters
  Score: Raw -284911.411123 + Penalty 2564.195969 = -282347.215154
  nChanged 94
		SP:Iteration 6Q (63486.630000 sec): 3 clusters
  Score: Raw -284994.572977 + Penalty 2564.195969 = -282430.377008
  nChanged 94
		SP:Iteration 7Q (63486.780000 sec): 3 clusters
  Score: Raw -285061.370379 + Penalty 2564.195969 = -282497.174410
  nChanged 59
		SP:Iteration 8Q (63486.960000 sec): 3 clusters
  Score: Raw -285098.050366 + Penalty 2564.195969 = -282533.854397
  nChanged 42
		SP:Iteration 9Q (63487.210000 sec): 3 clusters
  Score: Raw -285124.295769 + Penalty 2564.195969 = -282560.099800
  nChanged 36
		SP:Iteration 10Q (63487.340000 sec): 3 clusters
  Score: Raw -285144.064389 + Penalty 2564.195969 = -282579.868420
  nChanged 26
		SP:Iteration 11Q (63487.510000 sec): 3 clusters
  Score: Raw -285154.263183 + Penalty 2564.195969 = -282590.067214
  nChanged 17
		SP:Iteration 12Q (63487.700000 sec): 3 clusters
  Score: Raw -285161.990042 + Penalty 2564.195969 = -282597.794073
  nChanged 6
		SP:Iteration 13Q (63487.870000 sec): 3 clusters
  Score: Raw -285164.437439 + Penalty 2564.195969 = -282600.241470
  nChanged 7
		SP:Iteration 14Q (63488.050000 sec): 3 clusters
  Score: Raw -285167.618291 + Penalty 2564.195969 = -282603.422321
  nChanged 9
		SP:Iteration 15Q (63488.190000 sec): 3 clusters
  Score: Raw -285171.563607 + Penalty 2564.195969 = -282607.367638
  nChanged 9
		SP:Iteration 16Q (63488.390000 sec): 3 clusters
  Score: Raw -285174.447822 + Penalty 2564.195969 = -282610.251853
  nChanged 8
		SP:Iteration 17Q (63488.550000 sec): 3 clusters
  Score: Raw -285177.095467 + Penalty 2564.195969 = -282612.899498
  nChanged 3
		SP:Iteration 18Q (63488.720000 sec): 3 clusters
  Score: Raw -285178.516826 + Penalty 2564.195969 = -282614.320857
  nChanged 2
		SP:Iteration 19Q (63488.890000 sec): 3 clusters
  Score: Raw -285179.005315 + Penalty 2564.195969 = -282614.809346
  nChanged 1
		SP:Iteration 20F (63489.090000 sec): 3 clusters
  Score: Raw -285179.152452 + Penalty 2564.195969 = -282614.956483
  nChanged 1
		SP:Iteration 21Q (63489.250000 sec): 3 clusters
  Score: Raw -285179.465483 + Penalty 2564.195969 = -282615.269514
  nChanged 3
		SP:Iteration 22Q (63489.450000 sec): 3 clusters
  Score: Raw -285180.428299 + Penalty 2564.195969 = -282616.232330
  nChanged 2
		SP:Iteration 23Q (63489.630000 sec): 3 clusters
  Score: Raw -285180.979600 + Penalty 2564.195969 = -282616.783631
  nChanged 0
		SP:Iteration 24F (63489.770000 sec): 3 clusters
  Score: Raw -285180.979600 + Penalty 2564.195969 = -282616.783631
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63489.850000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63490.020000 sec): 3 clusters
  Score: Raw -51879.568894 + Penalty 2003.077311 = -49876.491583
  nChanged 95
		SP:Iteration 1F (63490.190000 sec): 3 clusters
  Score: Raw -52021.060345 + Penalty 2003.077311 = -50017.983034
  nChanged 15
		SP:Iteration 2Q (63490.330000 sec): 3 clusters
  Score: Raw -52049.392210 + Penalty 2003.077311 = -50046.314899
  nChanged 10
		SP:Iteration 3Q (63490.520000 sec): 3 clusters
  Score: Raw -52062.140913 + Penalty 2003.077311 = -50059.063602
  nChanged 3
		SP:Iteration 4Q (63490.700000 sec): 3 clusters
  Score: Raw -52068.527373 + Penalty 2003.077311 = -50065.450062
  nChanged 3
		SP:Iteration 5Q (63490.810000 sec): 3 clusters
  Score: Raw -52078.657655 + Penalty 2003.077311 = -50075.580343
  nChanged 6
		SP:Iteration 6Q (63490.970000 sec): 3 clusters
  Score: Raw -52088.367280 + Penalty 2003.077311 = -50085.289969
  nChanged 1
		SP:Iteration 7Q (63491.150000 sec): 3 clusters
  Score: Raw -52090.214372 + Penalty 2003.077311 = -50087.137060
  nChanged 3
		SP:Iteration 8Q (63491.300000 sec): 3 clusters
  Score: Raw -52096.387135 + Penalty 2003.077311 = -50093.309824
  nChanged 3
		SP:Iteration 9Q (63491.460000 sec): 3 clusters
  Score: Raw -52100.976236 + Penalty 2003.077311 = -50097.898925
  nChanged 1
		SP:Iteration 10Q (63491.650000 sec): 3 clusters
  Score: Raw -52102.005176 + Penalty 2003.077311 = -50098.927865
  nChanged 0
		SP:Iteration 11F (63491.790000 sec): 3 clusters
  Score: Raw -52102.005176 + Penalty 2003.077311 = -50098.927865
  nChanged 0
Iteration 419Q (63651.840000 sec): 82 clusters
  Score: Raw -134118430.205721 + Penalty 184866.940148 = -133933563.265573
  nChanged 31
Iteration 420F (63885.060000 sec): 82 clusters
  Score: Raw -134118430.446910 + Penalty 184866.940148 = -133933563.506762
  nChanged 24
Iteration 421Q (64027.420000 sec): 82 clusters
  Score: Raw -134118430.817079 + Penalty 184866.940148 = -133933563.876931
  nChanged 18
Iteration 422Q (64185.820000 sec): 82 clusters
  Score: Raw -134118431.123857 + Penalty 184866.940148 = -133933564.183709
  nChanged 19
Iteration 423Q (64340.540000 sec): 82 clusters
  Score: Raw -134118431.332201 + Penalty 184866.940148 = -133933564.392053
  nChanged 18
Iteration 424Q (64502.890000 sec): 82 clusters
  Score: Raw -134118431.430161 + Penalty 184866.940148 = -133933564.490013
  nChanged 18
Iteration 425Q (64669.020000 sec): 82 clusters
  Score: Raw -134118431.516349 + Penalty 184866.940148 = -133933564.576201
  nChanged 14
Iteration 426Q (64831.610000 sec): 82 clusters
  Score: Raw -134118431.565676 + Penalty 184866.940148 = -133933564.625528
  nChanged 13
Iteration 427Q (64995.290000 sec): 82 clusters
  Score: Raw -134118431.631574 + Penalty 184866.940148 = -133933564.691426
  nChanged 11
Iteration 428Q (65151.720000 sec): 82 clusters
  Score: Raw -134118431.723557 + Penalty 184866.940148 = -133933564.783409
  nChanged 5
Iteration 429Q (65317.000000 sec): 82 clusters
  Score: Raw -134118431.751542 + Penalty 184866.940148 = -133933564.811394
  nChanged 4
Iteration 430Q (65483.530000 sec): 82 clusters
  Score: Raw -134118431.762001 + Penalty 184866.940148 = -133933564.821853
  nChanged 3
Iteration 431Q (65645.850000 sec): 82 clusters
  Score: Raw -134118431.771192 + Penalty 184866.940148 = -133933564.831044
  nChanged 6
Iteration 432Q (65814.860000 sec): 82 clusters
  Score: Raw -134118431.788234 + Penalty 184866.940148 = -133933564.848086
  nChanged 6
Iteration 433Q (65978.660000 sec): 82 clusters
  Score: Raw -134118431.803303 + Penalty 184866.940148 = -133933564.863155
  nChanged 3
Iteration 434Q (66136.550000 sec): 82 clusters
  Score: Raw -134118431.810344 + Penalty 184866.940148 = -133933564.870196
  nChanged 5
Iteration 435Q (66297.760000 sec): 82 clusters
  Score: Raw -134118431.869446 + Penalty 184866.940148 = -133933564.929298
  nChanged 1
Iteration 436Q (66464.250000 sec): 82 clusters
  Score: Raw -134118431.870640 + Penalty 184866.940148 = -133933564.930492
  nChanged 1
Iteration 437Q (66625.810000 sec): 82 clusters
  Score: Raw -134118431.871617 + Penalty 184866.940148 = -133933564.931469
  nChanged 2
Iteration 438Q (66789.840000 sec): 82 clusters
  Score: Raw -134118431.874856 + Penalty 184866.940148 = -133933564.934708
  nChanged 1
Iteration 439Q (66953.490000 sec): 82 clusters
  Score: Raw -134118431.876608 + Penalty 184866.940148 = -133933564.936460
  nChanged 2
Iteration 440F (67200.390000 sec): 82 clusters
  Score: Raw -134118431.881749 + Penalty 184866.940148 = -133933564.941601
  nChanged 3
Iteration 441Q (67363.700000 sec): 82 clusters
  Score: Raw -134118431.891753 + Penalty 184866.940148 = -133933564.951605
  nChanged 3
Iteration 442Q (67524.050000 sec): 82 clusters
  Score: Raw -134118431.904027 + Penalty 184866.940148 = -133933564.963879
  nChanged 3
Iteration 443Q (67689.090000 sec): 82 clusters
  Score: Raw -134118431.911888 + Penalty 184866.940148 = -133933564.971740
  nChanged 7
Iteration 444Q (67851.420000 sec): 82 clusters
  Score: Raw -134118431.931493 + Penalty 184866.940148 = -133933564.991345
  nChanged 6
Iteration 445Q (68012.070000 sec): 82 clusters
  Score: Raw -134118431.951669 + Penalty 184866.940148 = -133933565.011522
  nChanged 8
Iteration 446Q (68174.430000 sec): 82 clusters
  Score: Raw -134118431.972799 + Penalty 184866.940148 = -133933565.032652
  nChanged 7
Iteration 447Q (68340.480000 sec): 82 clusters
  Score: Raw -134118432.001130 + Penalty 184866.940148 = -133933565.060982
  nChanged 6
Iteration 448Q (68497.750000 sec): 82 clusters
  Score: Raw -134118432.020267 + Penalty 184866.940148 = -133933565.080119
  nChanged 7
Iteration 449Q (68660.280000 sec): 82 clusters
  Score: Raw -134118432.059472 + Penalty 184866.940148 = -133933565.119324
  nChanged 11
Iteration 450Q (68826.380000 sec): 82 clusters
  Score: Raw -134118432.110106 + Penalty 184866.940148 = -133933565.169958
  nChanged 11
Iteration 451Q (68983.720000 sec): 82 clusters
  Score: Raw -134118432.155242 + Penalty 184866.940148 = -133933565.215094
  nChanged 10
Iteration 452Q (69149.910000 sec): 82 clusters
  Score: Raw -134118432.226787 + Penalty 184866.940148 = -133933565.286639
  nChanged 9
Iteration 453Q (69313.370000 sec): 82 clusters
  Score: Raw -134118432.269776 + Penalty 184866.940148 = -133933565.329628
  nChanged 5
Iteration 454Q (69485.340000 sec): 82 clusters
  Score: Raw -134118432.281479 + Penalty 184866.940148 = -133933565.341331
  nChanged 5
Iteration 455Q (69650.340000 sec): 82 clusters
  Score: Raw -134118432.294658 + Penalty 184866.940148 = -133933565.354510
  nChanged 7
Iteration 456Q (69814.150000 sec): 82 clusters
  Score: Raw -134118432.336303 + Penalty 184866.940148 = -133933565.396156
  nChanged 15
Iteration 457Q (69986.790000 sec): 82 clusters
  Score: Raw -134118432.390841 + Penalty 184866.940148 = -133933565.450693
  nChanged 13
Iteration 458Q (70155.600000 sec): 82 clusters
  Score: Raw -134118432.448985 + Penalty 184866.940148 = -133933565.508837
  nChanged 7
Writing temp clu file 
Because OldScore, -133933565.450693, is greater than current (better) Score,-133933565.508837 
 Compute initial score before splitting:   Score: Raw -134118432.448985 + Penalty 184866.940148 = -133933565.508837
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70156.380000 sec): 2 clusters
  Score: Raw -846130.792969 + Penalty 1455.008512 = -844675.784457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70156.580000 sec): 3 clusters
  Score: Raw -841905.461681 + Penalty 2910.017024 = -838995.444657
  nChanged 3274
		SP:Iteration 1F (70156.780000 sec): 3 clusters
  Score: Raw -843694.901870 + Penalty 2910.017024 = -840784.884846
  nChanged 527
		SP:Iteration 2F (70157.000000 sec): 3 clusters
  Score: Raw -844020.913019 + Penalty 2910.017024 = -841110.895995
  nChanged 476
		SP:Iteration 3F (70157.170000 sec): 3 clusters
  Score: Raw -844303.722768 + Penalty 2910.017024 = -841393.705744
  nChanged 420
		SP:Iteration 4F (70157.390000 sec): 3 clusters
  Score: Raw -844565.023209 + Penalty 2910.017024 = -841655.006185
  nChanged 393
		SP:Iteration 5F (70157.590000 sec): 3 clusters
  Score: Raw -844799.609096 + Penalty 2910.017024 = -841889.592072
  nChanged 354
		SP:Iteration 6Q (70157.760000 sec): 3 clusters
  Score: Raw -845000.180520 + Penalty 2910.017024 = -842090.163496
  nChanged 334
		SP:Iteration 7Q (70157.950000 sec): 3 clusters
  Score: Raw -845182.786672 + Penalty 2910.017024 = -842272.769648
  nChanged 294
		SP:Iteration 8Q (70158.150000 sec): 3 clusters
  Score: Raw -845324.459807 + Penalty 2910.017024 = -842414.442783
  nChanged 261
		SP:Iteration 9Q (70158.340000 sec): 3 clusters
  Score: Raw -845436.535938 + Penalty 2910.017024 = -842526.518914
  nChanged 203
		SP:Iteration 10Q (70158.530000 sec): 3 clusters
  Score: Raw -845533.945603 + Penalty 2910.017024 = -842623.928579
  nChanged 227
		SP:Iteration 11Q (70158.690000 sec): 3 clusters
  Score: Raw -845646.009239 + Penalty 2910.017024 = -842735.992216
  nChanged 225
		SP:Iteration 12Q (70158.900000 sec): 3 clusters
  Score: Raw -845778.817695 + Penalty 2910.017024 = -842868.800671
  nChanged 232
		SP:Iteration 13Q (70159.110000 sec): 3 clusters
  Score: Raw -845941.966488 + Penalty 2910.017024 = -843031.949464
  nChanged 268
		SP:Iteration 14Q (70159.300000 sec): 3 clusters
  Score: Raw -846147.956040 + Penalty 2910.017024 = -843237.939016
  nChanged 266
		SP:Iteration 15Q (70159.500000 sec): 3 clusters
  Score: Raw -846400.963075 + Penalty 2910.017024 = -843490.946051
  nChanged 267
		SP:Iteration 16Q (70159.730000 sec): 3 clusters
  Score: Raw -846639.135251 + Penalty 2910.017024 = -843729.118227
  nChanged 205
		SP:Iteration 17Q (70159.880000 sec): 3 clusters
  Score: Raw -846784.088421 + Penalty 2910.017024 = -843874.071397
  nChanged 153
		SP:Iteration 18Q (70160.090000 sec): 3 clusters
  Score: Raw -846857.684429 + Penalty 2910.017024 = -843947.667405
  nChanged 99
		SP:Iteration 19Q (70160.270000 sec): 3 clusters
  Score: Raw -846892.075303 + Penalty 2910.017024 = -843982.058279
  nChanged 54
		SP:Iteration 20F (70160.510000 sec): 3 clusters
  Score: Raw -846905.023639 + Penalty 2910.017024 = -843995.006615
  nChanged 30
		SP:Iteration 21Q (70160.690000 sec): 3 clusters
  Score: Raw -846910.724930 + Penalty 2910.017024 = -844000.707906
  nChanged 28
		SP:Iteration 22Q (70160.910000 sec): 3 clusters
  Score: Raw -846915.969383 + Penalty 2910.017024 = -844005.952359
  nChanged 23
		SP:Iteration 23Q (70161.080000 sec): 3 clusters
  Score: Raw -846920.531804 + Penalty 2910.017024 = -844010.514780
  nChanged 19
		SP:Iteration 24Q (70161.340000 sec): 3 clusters
  Score: Raw -846923.942365 + Penalty 2910.017024 = -844013.925341
  nChanged 16
		SP:Iteration 25Q (70161.500000 sec): 3 clusters
  Score: Raw -846926.202204 + Penalty 2910.017024 = -844016.185180
  nChanged 15
		SP:Iteration 26Q (70161.700000 sec): 3 clusters
  Score: Raw -846928.653323 + Penalty 2910.017024 = -844018.636299
  nChanged 13
		SP:Iteration 27Q (70161.910000 sec): 3 clusters
  Score: Raw -846930.685178 + Penalty 2910.017024 = -844020.668154
  nChanged 12
		SP:Iteration 28Q (70162.070000 sec): 3 clusters
  Score: Raw -846931.794853 + Penalty 2910.017024 = -844021.777829
  nChanged 4
		SP:Iteration 29Q (70162.280000 sec): 3 clusters
  Score: Raw -846932.261150 + Penalty 2910.017024 = -844022.244126
  nChanged 5
		SP:Iteration 30Q (70162.460000 sec): 3 clusters
  Score: Raw -846932.803768 + Penalty 2910.017024 = -844022.786745
  nChanged 6
		SP:Iteration 31Q (70162.710000 sec): 3 clusters
  Score: Raw -846933.971524 + Penalty 2910.017024 = -844023.954500
  nChanged 8
		SP:Iteration 32Q (70162.870000 sec): 3 clusters
  Score: Raw -846935.453570 + Penalty 2910.017024 = -844025.436546
  nChanged 5
		SP:Iteration 33Q (70163.110000 sec): 3 clusters
  Score: Raw -846935.813106 + Penalty 2910.017024 = -844025.796082
  nChanged 4
		SP:Iteration 34Q (70163.310000 sec): 3 clusters
  Score: Raw -846936.235437 + Penalty 2910.017024 = -844026.218413
  nChanged 7
		SP:Iteration 35Q (70163.480000 sec): 3 clusters
  Score: Raw -846937.050238 + Penalty 2910.017024 = -844027.033214
  nChanged 3
		SP:Iteration 36Q (70163.690000 sec): 3 clusters
  Score: Raw -846937.694941 + Penalty 2910.017024 = -844027.677917
  nChanged 3
		SP:Iteration 37Q (70163.870000 sec): 3 clusters
  Score: Raw -846938.198796 + Penalty 2910.017024 = -844028.181772
  nChanged 4
		SP:Iteration 38Q (70164.090000 sec): 3 clusters
  Score: Raw -846938.725122 + Penalty 2910.017024 = -844028.708098
  nChanged 3
		SP:Iteration 39Q (70164.280000 sec): 3 clusters
  Score: Raw -846939.523540 + Penalty 2910.017024 = -844029.506516
  nChanged 5
		SP:Iteration 40F (70164.450000 sec): 3 clusters
  Score: Raw -846940.532342 + Penalty 2910.017024 = -844030.515318
  nChanged 5
		SP:Iteration 41Q (70164.640000 sec): 3 clusters
  Score: Raw -846941.081817 + Penalty 2910.017024 = -844031.064793
  nChanged 4
		SP:Iteration 42Q (70164.820000 sec): 3 clusters
  Score: Raw -846941.533258 + Penalty 2910.017024 = -844031.516234
  nChanged 1
		SP:Iteration 43Q (70165.010000 sec): 3 clusters
  Score: Raw -846941.611959 + Penalty 2910.017024 = -844031.594935
  nChanged 0
		SP:Iteration 44F (70165.260000 sec): 3 clusters
  Score: Raw -846941.611959 + Penalty 2910.017024 = -844031.594935
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70165.390000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70165.560000 sec): 3 clusters
  Score: Raw -817831.477014 + Penalty 2907.402504 = -814924.074511
  nChanged 3250
		SP:Iteration 1F (70165.760000 sec): 3 clusters
  Score: Raw -819660.404547 + Penalty 2907.402504 = -816753.002043
  nChanged 532
		SP:Iteration 2F (70165.960000 sec): 3 clusters
  Score: Raw -819934.331256 + Penalty 2907.402504 = -817026.928753
  nChanged 454
		SP:Iteration 3F (70166.180000 sec): 3 clusters
  Score: Raw -820179.521848 + Penalty 2907.402504 = -817272.119345
  nChanged 404
		SP:Iteration 4F (70166.390000 sec): 3 clusters
  Score: Raw -820429.993444 + Penalty 2907.402504 = -817522.590940
  nChanged 392
		SP:Iteration 5F (70166.540000 sec): 3 clusters
  Score: Raw -820679.619340 + Penalty 2907.402504 = -817772.216837
  nChanged 360
		SP:Iteration 6Q (70166.740000 sec): 3 clusters
  Score: Raw -820918.818505 + Penalty 2907.402504 = -818011.416002
  nChanged 359
		SP:Iteration 7Q (70166.940000 sec): 3 clusters
  Score: Raw -821164.182281 + Penalty 2907.402504 = -818256.779777
  nChanged 349
		SP:Iteration 8Q (70167.160000 sec): 3 clusters
  Score: Raw -821370.919490 + Penalty 2907.402504 = -818463.516987
  nChanged 326
		SP:Iteration 9Q (70167.340000 sec): 3 clusters
  Score: Raw -821607.055895 + Penalty 2907.402504 = -818699.653392
  nChanged 316
		SP:Iteration 10Q (70167.580000 sec): 3 clusters
  Score: Raw -821848.681277 + Penalty 2907.402504 = -818941.278774
  nChanged 273
		SP:Iteration 11Q (70167.780000 sec): 3 clusters
  Score: Raw -822066.234472 + Penalty 2907.402504 = -819158.831969
  nChanged 230
		SP:Iteration 12Q (70167.980000 sec): 3 clusters
  Score: Raw -822246.930099 + Penalty 2907.402504 = -819339.527596
  nChanged 194
		SP:Iteration 13Q (70168.180000 sec): 3 clusters
  Score: Raw -822423.524611 + Penalty 2907.402504 = -819516.122107
  nChanged 176
		SP:Iteration 14Q (70168.380000 sec): 3 clusters
  Score: Raw -822595.719148 + Penalty 2907.402504 = -819688.316644
  nChanged 142
		SP:Iteration 15Q (70168.620000 sec): 3 clusters
  Score: Raw -822707.823352 + Penalty 2907.402504 = -819800.420849
  nChanged 99
		SP:Iteration 16Q (70168.840000 sec): 3 clusters
  Score: Raw -822762.959338 + Penalty 2907.402504 = -819855.556834
  nChanged 66
		SP:Iteration 17Q (70169.040000 sec): 3 clusters
  Score: Raw -822787.031645 + Penalty 2907.402504 = -819879.629141
  nChanged 36
		SP:Iteration 18Q (70169.240000 sec): 3 clusters
  Score: Raw -822797.140730 + Penalty 2907.402504 = -819889.738227
  nChanged 18
		SP:Iteration 19Q (70169.390000 sec): 3 clusters
  Score: Raw -822801.325970 + Penalty 2907.402504 = -819893.923466
  nChanged 8
		SP:Iteration 20F (70169.560000 sec): 3 clusters
  Score: Raw -822803.019240 + Penalty 2907.402504 = -819895.616737
  nChanged 8
		SP:Iteration 21Q (70169.720000 sec): 3 clusters
  Score: Raw -822804.669879 + Penalty 2907.402504 = -819897.267376
  nChanged 5
		SP:Iteration 22Q (70169.920000 sec): 3 clusters
  Score: Raw -822805.760142 + Penalty 2907.402504 = -819898.357638
  nChanged 5
		SP:Iteration 23Q (70170.120000 sec): 3 clusters
  Score: Raw -822806.526034 + Penalty 2907.402504 = -819899.123531
  nChanged 3
		SP:Iteration 24Q (70170.350000 sec): 3 clusters
  Score: Raw -822806.897322 + Penalty 2907.402504 = -819899.494818
  nChanged 0
		SP:Iteration 25F (70170.480000 sec): 3 clusters
  Score: Raw -822806.897322 + Penalty 2907.402504 = -819899.494818
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70170.610000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70170.750000 sec): 3 clusters
  Score: Raw -453717.439506 + Penalty 2714.196780 = -451003.242726
  nChanged 1698
		SP:Iteration 1F (70170.940000 sec): 3 clusters
  Score: Raw -454745.479372 + Penalty 2714.196780 = -452031.282593
  nChanged 367
		SP:Iteration 2F (70171.090000 sec): 3 clusters
  Score: Raw -455026.868016 + Penalty 2714.196780 = -452312.671236
  nChanged 271
		SP:Iteration 3F (70171.280000 sec): 3 clusters
  Score: Raw -455249.953598 + Penalty 2714.196780 = -452535.756819
  nChanged 261
		SP:Iteration 4F (70171.480000 sec): 3 clusters
  Score: Raw -455441.434202 + Penalty 2714.196780 = -452727.237422
  nChanged 215
		SP:Iteration 5F (70171.690000 sec): 3 clusters
  Score: Raw -455601.584175 + Penalty 2714.196780 = -452887.387395
  nChanged 184
		SP:Iteration 6Q (70171.790000 sec): 3 clusters
  Score: Raw -455765.905495 + Penalty 2714.196780 = -453051.708715
  nChanged 186
		SP:Iteration 7Q (70171.980000 sec): 3 clusters
  Score: Raw -455924.433853 + Penalty 2714.196780 = -453210.237074
  nChanged 153
		SP:Iteration 8Q (70172.150000 sec): 3 clusters
  Score: Raw -456041.030971 + Penalty 2714.196780 = -453326.834191
  nChanged 118
		SP:Iteration 9Q (70172.310000 sec): 3 clusters
  Score: Raw -456119.242464 + Penalty 2714.196780 = -453405.045685
  nChanged 100
		SP:Iteration 10Q (70172.510000 sec): 3 clusters
  Score: Raw -456196.253285 + Penalty 2714.196780 = -453482.056505
  nChanged 93
		SP:Iteration 11Q (70172.680000 sec): 3 clusters
  Score: Raw -456264.962079 + Penalty 2714.196780 = -453550.765299
  nChanged 80
		SP:Iteration 12Q (70172.800000 sec): 3 clusters
  Score: Raw -456323.801560 + Penalty 2714.196780 = -453609.604781
  nChanged 69
		SP:Iteration 13Q (70172.950000 sec): 3 clusters
  Score: Raw -456364.941920 + Penalty 2714.196780 = -453650.745141
  nChanged 63
		SP:Iteration 14Q (70173.090000 sec): 3 clusters
  Score: Raw -456396.251806 + Penalty 2714.196780 = -453682.055026
  nChanged 47
		SP:Iteration 15Q (70173.260000 sec): 3 clusters
  Score: Raw -456419.572034 + Penalty 2714.196780 = -453705.375254
  nChanged 36
		SP:Iteration 16Q (70173.430000 sec): 3 clusters
  Score: Raw -456439.695978 + Penalty 2714.196780 = -453725.499198
  nChanged 28
		SP:Iteration 17Q (70173.560000 sec): 3 clusters
  Score: Raw -456450.979487 + Penalty 2714.196780 = -453736.782707
  nChanged 17
		SP:Iteration 18Q (70173.740000 sec): 3 clusters
  Score: Raw -456455.509965 + Penalty 2714.196780 = -453741.313185
  nChanged 10
		SP:Iteration 19Q (70173.890000 sec): 3 clusters
  Score: Raw -456460.670680 + Penalty 2714.196780 = -453746.473900
  nChanged 16
		SP:Iteration 20F (70174.040000 sec): 3 clusters
  Score: Raw -456468.774813 + Penalty 2714.196780 = -453754.578034
  nChanged 9
		SP:Iteration 21Q (70174.190000 sec): 3 clusters
  Score: Raw -456472.488132 + Penalty 2714.196780 = -453758.291352
  nChanged 8
		SP:Iteration 22Q (70174.390000 sec): 3 clusters
  Score: Raw -456477.292266 + Penalty 2714.196780 = -453763.095486
  nChanged 13
		SP:Iteration 23Q (70174.530000 sec): 3 clusters
  Score: Raw -456484.717555 + Penalty 2714.196780 = -453770.520775
  nChanged 18
		SP:Iteration 24Q (70174.690000 sec): 3 clusters
  Score: Raw -456490.489480 + Penalty 2714.196780 = -453776.292700
  nChanged 9
		SP:Iteration 25Q (70174.810000 sec): 3 clusters
  Score: Raw -456493.546065 + Penalty 2714.196780 = -453779.349285
  nChanged 6
		SP:Iteration 26Q (70174.950000 sec): 3 clusters
  Score: Raw -456495.566116 + Penalty 2714.196780 = -453781.369337
  nChanged 7
		SP:Iteration 27Q (70175.120000 sec): 3 clusters
  Score: Raw -456496.989344 + Penalty 2714.196780 = -453782.792564
  nChanged 3
		SP:Iteration 28Q (70175.280000 sec): 3 clusters
  Score: Raw -456498.321610 + Penalty 2714.196780 = -453784.124830
  nChanged 4
		SP:Iteration 29Q (70175.430000 sec): 3 clusters
  Score: Raw -456499.569508 + Penalty 2714.196780 = -453785.372728
  nChanged 4
		SP:Iteration 30Q (70175.560000 sec): 3 clusters
  Score: Raw -456500.469593 + Penalty 2714.196780 = -453786.272813
  nChanged 1
		SP:Iteration 31Q (70175.730000 sec): 3 clusters
  Score: Raw -456500.757518 + Penalty 2714.196780 = -453786.560739
  nChanged 1
		SP:Iteration 32Q (70175.940000 sec): 3 clusters
  Score: Raw -456500.805609 + Penalty 2714.196780 = -453786.608829
  nChanged 0
		SP:Iteration 33F (70176.120000 sec): 3 clusters
  Score: Raw -456500.805609 + Penalty 2714.196780 = -453786.608829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70176.260000 sec): 2 clusters
  Score: Raw -570697.971200 + Penalty 1390.167067 = -569307.804133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70176.400000 sec): 3 clusters
  Score: Raw -567977.167744 + Penalty 2780.334134 = -565196.833610
  nChanged 2098
		SP:Iteration 1F (70176.560000 sec): 3 clusters
  Score: Raw -569097.182062 + Penalty 2780.334134 = -566316.847928
  nChanged 365
		SP:Iteration 2F (70176.760000 sec): 3 clusters
  Score: Raw -569266.409236 + Penalty 2780.334134 = -566486.075102
  nChanged 255
		SP:Iteration 3Q (70176.930000 sec): 3 clusters
  Score: Raw -569371.658562 + Penalty 2780.334134 = -566591.324428
  nChanged 193
		SP:Iteration 4Q (70177.110000 sec): 3 clusters
  Score: Raw -569467.114815 + Penalty 2780.334134 = -566686.780681
  nChanged 200
		SP:Iteration 5Q (70177.250000 sec): 3 clusters
  Score: Raw -569580.397343 + Penalty 2780.334134 = -566800.063210
  nChanged 191
		SP:Iteration 6Q (70177.410000 sec): 3 clusters
  Score: Raw -569696.905191 + Penalty 2780.334134 = -566916.571057
  nChanged 196
		SP:Iteration 7Q (70177.620000 sec): 3 clusters
  Score: Raw -569811.495794 + Penalty 2780.334134 = -567031.161660
  nChanged 182
		SP:Iteration 8Q (70177.750000 sec): 3 clusters
  Score: Raw -569912.229257 + Penalty 2780.334134 = -567131.895123
  nChanged 166
		SP:Iteration 9Q (70177.960000 sec): 3 clusters
  Score: Raw -570000.902111 + Penalty 2780.334134 = -567220.567977
  nChanged 150
		SP:Iteration 10Q (70178.130000 sec): 3 clusters
  Score: Raw -570079.124044 + Penalty 2780.334134 = -567298.789910
  nChanged 139
		SP:Iteration 11Q (70178.310000 sec): 3 clusters
  Score: Raw -570160.382450 + Penalty 2780.334134 = -567380.048316
  nChanged 152
		SP:Iteration 12Q (70178.480000 sec): 3 clusters
  Score: Raw -570240.586848 + Penalty 2780.334134 = -567460.252714
  nChanged 142
		SP:Iteration 13Q (70178.660000 sec): 3 clusters
  Score: Raw -570311.647051 + Penalty 2780.334134 = -567531.312917
  nChanged 126
		SP:Iteration 14Q (70178.790000 sec): 3 clusters
  Score: Raw -570376.323202 + Penalty 2780.334134 = -567595.989068
  nChanged 115
		SP:Iteration 15Q (70178.940000 sec): 3 clusters
  Score: Raw -570452.007344 + Penalty 2780.334134 = -567671.673210
  nChanged 131
		SP:Iteration 16Q (70179.080000 sec): 3 clusters
  Score: Raw -570549.483326 + Penalty 2780.334134 = -567769.149192
  nChanged 176
		SP:Iteration 17Q (70179.250000 sec): 3 clusters
  Score: Raw -570702.416356 + Penalty 2780.334134 = -567922.082222
  nChanged 182
		SP:Iteration 18Q (70179.410000 sec): 3 clusters
  Score: Raw -570901.049824 + Penalty 2780.334134 = -568120.715690
  nChanged 157
		SP:Iteration 19Q (70179.590000 sec): 3 clusters
  Score: Raw -571066.111046 + Penalty 2780.334134 = -568285.776912
  nChanged 146
		SP:Iteration 20F (70179.740000 sec): 3 clusters
  Score: Raw -571175.728085 + Penalty 2780.334134 = -568395.393951
  nChanged 116
		SP:Iteration 21Q (70179.880000 sec): 3 clusters
  Score: Raw -571240.076244 + Penalty 2780.334134 = -568459.742110
  nChanged 102
		SP:Iteration 22Q (70180.100000 sec): 3 clusters
  Score: Raw -571286.130904 + Penalty 2780.334134 = -568505.796770
  nChanged 59
		SP:Iteration 23Q (70180.250000 sec): 3 clusters
  Score: Raw -571312.197471 + Penalty 2780.334134 = -568531.863337
  nChanged 50
		SP:Iteration 24Q (70180.390000 sec): 3 clusters
  Score: Raw -571335.465665 + Penalty 2780.334134 = -568555.131531
  nChanged 47
		SP:Iteration 25Q (70180.590000 sec): 3 clusters
  Score: Raw -571356.145648 + Penalty 2780.334134 = -568575.811514
  nChanged 46
		SP:Iteration 26Q (70180.780000 sec): 3 clusters
  Score: Raw -571374.595505 + Penalty 2780.334134 = -568594.261371
  nChanged 35
		SP:Iteration 27Q (70180.910000 sec): 3 clusters
  Score: Raw -571386.020298 + Penalty 2780.334134 = -568605.686164
  nChanged 26
		SP:Iteration 28Q (70181.110000 sec): 3 clusters
  Score: Raw -571394.359043 + Penalty 2780.334134 = -568614.024909
  nChanged 20
		SP:Iteration 29Q (70181.290000 sec): 3 clusters
  Score: Raw -571402.640359 + Penalty 2780.334134 = -568622.306225
  nChanged 18
		SP:Iteration 30Q (70181.490000 sec): 3 clusters
  Score: Raw -571407.677085 + Penalty 2780.334134 = -568627.342951
  nChanged 11
		SP:Iteration 31Q (70181.640000 sec): 3 clusters
  Score: Raw -571410.002163 + Penalty 2780.334134 = -568629.668029
  nChanged 7
		SP:Iteration 32Q (70181.820000 sec): 3 clusters
  Score: Raw -571411.368516 + Penalty 2780.334134 = -568631.034382
  nChanged 6
		SP:Iteration 33Q (70181.980000 sec): 3 clusters
  Score: Raw -571412.570578 + Penalty 2780.334134 = -568632.236444
  nChanged 5
		SP:Iteration 34Q (70182.200000 sec): 3 clusters
  Score: Raw -571413.287150 + Penalty 2780.334134 = -568632.953016
  nChanged 2
		SP:Iteration 35Q (70182.350000 sec): 3 clusters
  Score: Raw -571413.443156 + Penalty 2780.334134 = -568633.109022
  nChanged 0
		SP:Iteration 36F (70182.550000 sec): 3 clusters
  Score: Raw -571413.443156 + Penalty 2780.334134 = -568633.109022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (77132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70183.090000 sec): 2 clusters
  Score: Raw -8903254.517149 + Penalty 1828.656947 = -8901425.860202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70183.740000 sec): 3 clusters
  Score: Raw -8853410.029778 + Penalty 3657.313894 = -8849752.715885
  nChanged 36597
		SP:Iteration 1F (70184.380000 sec): 3 clusters
  Score: Raw -8874524.676804 + Penalty 3657.313894 = -8870867.362910
  nChanged 2628
		SP:Iteration 2Q (70185.040000 sec): 3 clusters
  Score: Raw -8875289.185536 + Penalty 3657.313894 = -8871631.871643
  nChanged 2931
		SP:Iteration 3Q (70185.650000 sec): 3 clusters
  Score: Raw -8876362.629631 + Penalty 3657.313894 = -8872705.315737
  nChanged 3502
		SP:Iteration 4Q (70186.230000 sec): 3 clusters
  Score: Raw -8878083.061402 + Penalty 3657.313894 = -8874425.747508
  nChanged 4561
		SP:Iteration 5F (70186.880000 sec): 3 clusters
  Score: Raw -8880967.747709 + Penalty 3657.313894 = -8877310.433815
  nChanged 5727
		SP:Iteration 6F (70187.480000 sec): 3 clusters
  Score: Raw -8885367.891270 + Penalty 3657.313894 = -8881710.577376
  nChanged 6286
		SP:Iteration 7F (70188.040000 sec): 3 clusters
  Score: Raw -8890907.479874 + Penalty 3657.313894 = -8887250.165980
  nChanged 5818
		SP:Iteration 8F (70188.700000 sec): 3 clusters
  Score: Raw -8896448.098186 + Penalty 3657.313894 = -8892790.784292
  nChanged 4022
		SP:Iteration 9F (70189.360000 sec): 3 clusters
  Score: Raw -8900274.251341 + Penalty 3657.313894 = -8896616.937447
  nChanged 2078
		SP:Iteration 10Q (70189.960000 sec): 3 clusters
  Score: Raw -8902233.629215 + Penalty 3657.313894 = -8898576.315321
  nChanged 814
		SP:Iteration 11Q (70190.480000 sec): 3 clusters
  Score: Raw -8902980.373332 + Penalty 3657.313894 = -8899323.059439
  nChanged 238
		SP:Iteration 12Q (70191.100000 sec): 3 clusters
  Score: Raw -8903221.880570 + Penalty 3657.313894 = -8899564.566676
  nChanged 87
		SP:Iteration 13Q (70191.650000 sec): 3 clusters
  Score: Raw -8903325.784692 + Penalty 3657.313894 = -8899668.470798
  nChanged 35
		SP:Iteration 14Q (70192.210000 sec): 3 clusters
  Score: Raw -8903375.496352 + Penalty 3657.313894 = -8899718.182458
  nChanged 22
		SP:Iteration 15Q (70192.760000 sec): 3 clusters
  Score: Raw -8903408.104100 + Penalty 3657.313894 = -8899750.790206
  nChanged 13
		SP:Iteration 16Q (70193.380000 sec): 3 clusters
  Score: Raw -8903427.249798 + Penalty 3657.313894 = -8899769.935904
  nChanged 5
		SP:Iteration 17Q (70193.960000 sec): 3 clusters
  Score: Raw -8903438.119929 + Penalty 3657.313894 = -8899780.806035
  nChanged 9
		SP:Iteration 18Q (70194.530000 sec): 3 clusters
  Score: Raw -8903450.577837 + Penalty 3657.313894 = -8899793.263943
  nChanged 5
		SP:Iteration 19Q (70195.080000 sec): 3 clusters
  Score: Raw -8903459.838396 + Penalty 3657.313894 = -8899802.524502
  nChanged 2
		SP:Iteration 20F (70195.700000 sec): 3 clusters
  Score: Raw -8903463.060833 + Penalty 3657.313894 = -8899805.746939
  nChanged 2
		SP:Iteration 21Q (70196.250000 sec): 3 clusters
  Score: Raw -8903467.756691 + Penalty 3657.313894 = -8899810.442798
  nChanged 1
		SP:Iteration 22Q (70196.820000 sec): 3 clusters
  Score: Raw -8903469.501660 + Penalty 3657.313894 = -8899812.187767
  nChanged 1
		SP:Iteration 23Q (70197.370000 sec): 3 clusters
  Score: Raw -8903470.750121 + Penalty 3657.313894 = -8899813.436227
  nChanged 1
		SP:Iteration 24Q (70197.900000 sec): 3 clusters
  Score: Raw -8903473.105935 + Penalty 3657.313894 = -8899815.792042
  nChanged 0
		SP:Iteration 25F (70198.520000 sec): 3 clusters
  Score: Raw -8903473.105935 + Penalty 3657.313894 = -8899815.792042
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70198.800000 sec): 2 clusters
  Score: Raw -2502254.285283 + Penalty 1641.869569 = -2500612.415714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70199.100000 sec): 3 clusters
  Score: Raw -2487303.312067 + Penalty 3283.739138 = -2484019.572929
  nChanged 11170
		SP:Iteration 1F (70199.380000 sec): 3 clusters
  Score: Raw -2493390.339812 + Penalty 3283.739138 = -2490106.600674
  nChanged 1230
		SP:Iteration 2F (70199.720000 sec): 3 clusters
  Score: Raw -2493829.310850 + Penalty 3283.739138 = -2490545.571711
  nChanged 1180
		SP:Iteration 3Q (70200.060000 sec): 3 clusters
  Score: Raw -2494253.334092 + Penalty 3283.739138 = -2490969.594953
  nChanged 1132
		SP:Iteration 4Q (70200.370000 sec): 3 clusters
  Score: Raw -2494692.230752 + Penalty 3283.739138 = -2491408.491614
  nChanged 1054
		SP:Iteration 5Q (70200.680000 sec): 3 clusters
  Score: Raw -2495100.378608 + Penalty 3283.739138 = -2491816.639470
  nChanged 1050
		SP:Iteration 6Q (70201.020000 sec): 3 clusters
  Score: Raw -2495533.600150 + Penalty 3283.739138 = -2492249.861011
  nChanged 1024
		SP:Iteration 7Q (70201.340000 sec): 3 clusters
  Score: Raw -2495979.642978 + Penalty 3283.739138 = -2492695.903840
  nChanged 1023
		SP:Iteration 8Q (70201.690000 sec): 3 clusters
  Score: Raw -2496419.187835 + Penalty 3283.739138 = -2493135.448697
  nChanged 1024
		SP:Iteration 9Q (70202.000000 sec): 3 clusters
  Score: Raw -2496924.670906 + Penalty 3283.739138 = -2493640.931768
  nChanged 1031
		SP:Iteration 10Q (70202.300000 sec): 3 clusters
  Score: Raw -2497507.776003 + Penalty 3283.739138 = -2494224.036864
  nChanged 1067
		SP:Iteration 11Q (70202.570000 sec): 3 clusters
  Score: Raw -2498093.766342 + Penalty 3283.739138 = -2494810.027204
  nChanged 949
		SP:Iteration 12Q (70202.900000 sec): 3 clusters
  Score: Raw -2498570.597163 + Penalty 3283.739138 = -2495286.858025
  nChanged 798
		SP:Iteration 13Q (70203.130000 sec): 3 clusters
  Score: Raw -2498884.742701 + Penalty 3283.739138 = -2495601.003562
  nChanged 587
		SP:Iteration 14Q (70203.430000 sec): 3 clusters
  Score: Raw -2499045.520981 + Penalty 3283.739138 = -2495761.781843
  nChanged 393
		SP:Iteration 15Q (70203.740000 sec): 3 clusters
  Score: Raw -2499137.006082 + Penalty 3283.739138 = -2495853.266943
  nChanged 302
		SP:Iteration 16Q (70204.100000 sec): 3 clusters
  Score: Raw -2499205.960103 + Penalty 3283.739138 = -2495922.220964
  nChanged 269
		SP:Iteration 17Q (70204.400000 sec): 3 clusters
  Score: Raw -2499264.931852 + Penalty 3283.739138 = -2495981.192714
  nChanged 236
		SP:Iteration 18Q (70204.690000 sec): 3 clusters
  Score: Raw -2499303.031891 + Penalty 3283.739138 = -2496019.292753
  nChanged 176
		SP:Iteration 19Q (70205.010000 sec): 3 clusters
  Score: Raw -2499329.411901 + Penalty 3283.739138 = -2496045.672763
  nChanged 143
		SP:Iteration 20F (70205.290000 sec): 3 clusters
  Score: Raw -2499350.777566 + Penalty 3283.739138 = -2496067.038427
  nChanged 139
		SP:Iteration 21Q (70205.600000 sec): 3 clusters
  Score: Raw -2499371.248188 + Penalty 3283.739138 = -2496087.509050
  nChanged 136
		SP:Iteration 22Q (70205.880000 sec): 3 clusters
  Score: Raw -2499387.167195 + Penalty 3283.739138 = -2496103.428057
  nChanged 112
		SP:Iteration 23Q (70206.210000 sec): 3 clusters
  Score: Raw -2499399.445368 + Penalty 3283.739138 = -2496115.706229
  nChanged 105
		SP:Iteration 24Q (70206.520000 sec): 3 clusters
  Score: Raw -2499411.097422 + Penalty 3283.739138 = -2496127.358283
  nChanged 99
		SP:Iteration 25Q (70206.820000 sec): 3 clusters
  Score: Raw -2499421.210972 + Penalty 3283.739138 = -2496137.471834
  nChanged 89
		SP:Iteration 26Q (70207.100000 sec): 3 clusters
  Score: Raw -2499430.730686 + Penalty 3283.739138 = -2496146.991547
  nChanged 86
		SP:Iteration 27Q (70207.420000 sec): 3 clusters
  Score: Raw -2499440.685324 + Penalty 3283.739138 = -2496156.946185
  nChanged 90
		SP:Iteration 28Q (70207.710000 sec): 3 clusters
  Score: Raw -2499451.465204 + Penalty 3283.739138 = -2496167.726065
  nChanged 96
		SP:Iteration 29Q (70208.010000 sec): 3 clusters
  Score: Raw -2499460.894228 + Penalty 3283.739138 = -2496177.155089
  nChanged 82
		SP:Iteration 30Q (70208.250000 sec): 3 clusters
  Score: Raw -2499471.711663 + Penalty 3283.739138 = -2496187.972525
  nChanged 99
		SP:Iteration 31Q (70208.570000 sec): 3 clusters
  Score: Raw -2499484.306919 + Penalty 3283.739138 = -2496200.567780
  nChanged 101
		SP:Iteration 32Q (70208.850000 sec): 3 clusters
  Score: Raw -2499496.823881 + Penalty 3283.739138 = -2496213.084743
  nChanged 106
		SP:Iteration 33Q (70209.130000 sec): 3 clusters
  Score: Raw -2499509.262266 + Penalty 3283.739138 = -2496225.523128
  nChanged 109
		SP:Iteration 34Q (70209.420000 sec): 3 clusters
  Score: Raw -2499523.020603 + Penalty 3283.739138 = -2496239.281465
  nChanged 114
		SP:Iteration 35Q (70209.650000 sec): 3 clusters
  Score: Raw -2499536.320095 + Penalty 3283.739138 = -2496252.580957
  nChanged 91
		SP:Iteration 36Q (70209.930000 sec): 3 clusters
  Score: Raw -2499546.823776 + Penalty 3283.739138 = -2496263.084638
  nChanged 90
		SP:Iteration 37Q (70210.240000 sec): 3 clusters
  Score: Raw -2499556.982127 + Penalty 3283.739138 = -2496273.242989
  nChanged 103
		SP:Iteration 38Q (70210.560000 sec): 3 clusters
  Score: Raw -2499569.405169 + Penalty 3283.739138 = -2496285.666030
  nChanged 125
		SP:Iteration 39Q (70210.890000 sec): 3 clusters
  Score: Raw -2499586.031822 + Penalty 3283.739138 = -2496302.292683
  nChanged 120
		SP:Iteration 40F (70211.160000 sec): 3 clusters
  Score: Raw -2499601.804831 + Penalty 3283.739138 = -2496318.065693
  nChanged 115
		SP:Iteration 41Q (70211.440000 sec): 3 clusters
  Score: Raw -2499617.573552 + Penalty 3283.739138 = -2496333.834413
  nChanged 114
		SP:Iteration 42Q (70211.730000 sec): 3 clusters
  Score: Raw -2499631.995960 + Penalty 3283.739138 = -2496348.256821
  nChanged 106
		SP:Iteration 43Q (70212.050000 sec): 3 clusters
  Score: Raw -2499648.058583 + Penalty 3283.739138 = -2496364.319445
  nChanged 121
		SP:Iteration 44Q (70212.350000 sec): 3 clusters
  Score: Raw -2499666.681956 + Penalty 3283.739138 = -2496382.942818
  nChanged 137
		SP:Iteration 45Q (70212.700000 sec): 3 clusters
  Score: Raw -2499688.355499 + Penalty 3283.739138 = -2496404.616360
  nChanged 138
		SP:Iteration 46Q (70212.990000 sec): 3 clusters
  Score: Raw -2499707.470638 + Penalty 3283.739138 = -2496423.731500
  nChanged 129
		SP:Iteration 47Q (70213.280000 sec): 3 clusters
  Score: Raw -2499727.304671 + Penalty 3283.739138 = -2496443.565533
  nChanged 146
		SP:Iteration 48Q (70213.580000 sec): 3 clusters
  Score: Raw -2499752.699181 + Penalty 3283.739138 = -2496468.960042
  nChanged 161
		SP:Iteration 49Q (70213.900000 sec): 3 clusters
  Score: Raw -2499779.460732 + Penalty 3283.739138 = -2496495.721593
  nChanged 161
		SP:Iteration 50Q (70214.170000 sec): 3 clusters
  Score: Raw -2499805.366528 + Penalty 3283.739138 = -2496521.627389
  nChanged 165
		SP:Iteration 51Q (70214.510000 sec): 3 clusters
  Score: Raw -2499832.460365 + Penalty 3283.739138 = -2496548.721227
  nChanged 166
		SP:Iteration 52Q (70214.780000 sec): 3 clusters
  Score: Raw -2499859.565469 + Penalty 3283.739138 = -2496575.826330
  nChanged 152
		SP:Iteration 53Q (70215.060000 sec): 3 clusters
  Score: Raw -2499882.562282 + Penalty 3283.739138 = -2496598.823143
  nChanged 147
		SP:Iteration 54Q (70215.390000 sec): 3 clusters
  Score: Raw -2499907.223249 + Penalty 3283.739138 = -2496623.484110
  nChanged 136
		SP:Iteration 55Q (70215.700000 sec): 3 clusters
  Score: Raw -2499933.808226 + Penalty 3283.739138 = -2496650.069087
  nChanged 172
		SP:Iteration 56Q (70215.950000 sec): 3 clusters
  Score: Raw -2499972.337400 + Penalty 3283.739138 = -2496688.598261
  nChanged 203
		SP:Iteration 57Q (70216.290000 sec): 3 clusters
  Score: Raw -2500017.044945 + Penalty 3283.739138 = -2496733.305806
  nChanged 201
		SP:Iteration 58Q (70216.610000 sec): 3 clusters
  Score: Raw -2500064.874407 + Penalty 3283.739138 = -2496781.135268
  nChanged 202
		SP:Iteration 59Q (70216.930000 sec): 3 clusters
  Score: Raw -2500111.334410 + Penalty 3283.739138 = -2496827.595272
  nChanged 212
		SP:Iteration 60F (70217.240000 sec): 3 clusters
  Score: Raw -2500157.925050 + Penalty 3283.739138 = -2496874.185912
  nChanged 215
		SP:Iteration 61Q (70217.490000 sec): 3 clusters
  Score: Raw -2500204.347678 + Penalty 3283.739138 = -2496920.608539
  nChanged 198
		SP:Iteration 62Q (70217.810000 sec): 3 clusters
  Score: Raw -2500242.931901 + Penalty 3283.739138 = -2496959.192762
  nChanged 178
		SP:Iteration 63Q (70218.140000 sec): 3 clusters
  Score: Raw -2500276.332653 + Penalty 3283.739138 = -2496992.593515
  nChanged 177
		SP:Iteration 64Q (70218.460000 sec): 3 clusters
  Score: Raw -2500308.494288 + Penalty 3283.739138 = -2497024.755149
  nChanged 167
		SP:Iteration 65Q (70218.770000 sec): 3 clusters
  Score: Raw -2500338.440501 + Penalty 3283.739138 = -2497054.701363
  nChanged 164
		SP:Iteration 66Q (70219.030000 sec): 3 clusters
  Score: Raw -2500367.771012 + Penalty 3283.739138 = -2497084.031873
  nChanged 177
		SP:Iteration 67Q (70219.390000 sec): 3 clusters
  Score: Raw -2500397.499078 + Penalty 3283.739138 = -2497113.759939
  nChanged 166
		SP:Iteration 68Q (70219.690000 sec): 3 clusters
  Score: Raw -2500424.098227 + Penalty 3283.739138 = -2497140.359088
  nChanged 139
		SP:Iteration 69Q (70220.050000 sec): 3 clusters
  Score: Raw -2500445.084042 + Penalty 3283.739138 = -2497161.344904
  nChanged 131
		SP:Iteration 70Q (70220.360000 sec): 3 clusters
  Score: Raw -2500462.200565 + Penalty 3283.739138 = -2497178.461426
  nChanged 134
		SP:Iteration 71Q (70220.680000 sec): 3 clusters
  Score: Raw -2500480.058204 + Penalty 3283.739138 = -2497196.319065
  nChanged 123
		SP:Iteration 72Q (70220.970000 sec): 3 clusters
  Score: Raw -2500495.464150 + Penalty 3283.739138 = -2497211.725011
  nChanged 107
		SP:Iteration 73Q (70221.270000 sec): 3 clusters
  Score: Raw -2500509.668494 + Penalty 3283.739138 = -2497225.929356
  nChanged 100
		SP:Iteration 74Q (70221.570000 sec): 3 clusters
  Score: Raw -2500521.651878 + Penalty 3283.739138 = -2497237.912739
  nChanged 89
		SP:Iteration 75Q (70221.880000 sec): 3 clusters
  Score: Raw -2500530.498575 + Penalty 3283.739138 = -2497246.759436
  nChanged 82
		SP:Iteration 76Q (70222.140000 sec): 3 clusters
  Score: Raw -2500538.136354 + Penalty 3283.739138 = -2497254.397215
  nChanged 54
		SP:Iteration 77Q (70222.420000 sec): 3 clusters
  Score: Raw -2500542.880128 + Penalty 3283.739138 = -2497259.140990
  nChanged 51
		SP:Iteration 78Q (70222.750000 sec): 3 clusters
  Score: Raw -2500547.348055 + Penalty 3283.739138 = -2497263.608917
  nChanged 44
		SP:Iteration 79Q (70223.050000 sec): 3 clusters
  Score: Raw -2500550.272890 + Penalty 3283.739138 = -2497266.533751
  nChanged 45
		SP:Iteration 80F (70223.330000 sec): 3 clusters
  Score: Raw -2500553.415516 + Penalty 3283.739138 = -2497269.676377
  nChanged 42
		SP:Iteration 81Q (70223.670000 sec): 3 clusters
  Score: Raw -2500556.478483 + Penalty 3283.739138 = -2497272.739344
  nChanged 30
		SP:Iteration 82Q (70223.970000 sec): 3 clusters
  Score: Raw -2500558.391260 + Penalty 3283.739138 = -2497274.652122
  nChanged 24
		SP:Iteration 83Q (70224.280000 sec): 3 clusters
  Score: Raw -2500559.961594 + Penalty 3283.739138 = -2497276.222456
  nChanged 21
		SP:Iteration 84Q (70224.590000 sec): 3 clusters
  Score: Raw -2500561.213239 + Penalty 3283.739138 = -2497277.474100
  nChanged 21
		SP:Iteration 85Q (70224.930000 sec): 3 clusters
  Score: Raw -2500562.400959 + Penalty 3283.739138 = -2497278.661820
  nChanged 21
		SP:Iteration 86Q (70225.270000 sec): 3 clusters
  Score: Raw -2500563.964698 + Penalty 3283.739138 = -2497280.225560
  nChanged 24
		SP:Iteration 87Q (70225.590000 sec): 3 clusters
  Score: Raw -2500565.444496 + Penalty 3283.739138 = -2497281.705357
  nChanged 23
		SP:Iteration 88Q (70225.880000 sec): 3 clusters
  Score: Raw -2500567.364041 + Penalty 3283.739138 = -2497283.624903
  nChanged 21
		SP:Iteration 89Q (70226.200000 sec): 3 clusters
  Score: Raw -2500568.664694 + Penalty 3283.739138 = -2497284.925556
  nChanged 18
		SP:Iteration 90Q (70226.550000 sec): 3 clusters
  Score: Raw -2500569.551574 + Penalty 3283.739138 = -2497285.812436
  nChanged 14
		SP:Iteration 91Q (70226.850000 sec): 3 clusters
  Score: Raw -2500570.365659 + Penalty 3283.739138 = -2497286.626520
  nChanged 14
		SP:Iteration 92Q (70227.150000 sec): 3 clusters
  Score: Raw -2500570.904534 + Penalty 3283.739138 = -2497287.165395
  nChanged 10
		SP:Iteration 93Q (70227.470000 sec): 3 clusters
  Score: Raw -2500571.359901 + Penalty 3283.739138 = -2497287.620762
  nChanged 14
		SP:Iteration 94Q (70227.780000 sec): 3 clusters
  Score: Raw -2500572.114429 + Penalty 3283.739138 = -2497288.375291
  nChanged 16
		SP:Iteration 95Q (70228.090000 sec): 3 clusters
  Score: Raw -2500573.129352 + Penalty 3283.739138 = -2497289.390214
  nChanged 15
		SP:Iteration 96Q (70228.410000 sec): 3 clusters
  Score: Raw -2500574.646740 + Penalty 3283.739138 = -2497290.907601
  nChanged 25
		SP:Iteration 97Q (70228.690000 sec): 3 clusters
  Score: Raw -2500576.438818 + Penalty 3283.739138 = -2497292.699679
  nChanged 20
		SP:Iteration 98Q (70228.950000 sec): 3 clusters
  Score: Raw -2500577.554827 + Penalty 3283.739138 = -2497293.815688
  nChanged 16
		SP:Iteration 99Q (70229.290000 sec): 3 clusters
  Score: Raw -2500578.480016 + Penalty 3283.739138 = -2497294.740877
  nChanged 21
		SP:Iteration 100F (70229.610000 sec): 3 clusters
  Score: Raw -2500579.778827 + Penalty 3283.739138 = -2497296.039688
  nChanged 22
		SP:Iteration 101Q (70229.880000 sec): 3 clusters
  Score: Raw -2500580.914375 + Penalty 3283.739138 = -2497297.175237
  nChanged 19
		SP:Iteration 102Q (70230.180000 sec): 3 clusters
  Score: Raw -2500581.972243 + Penalty 3283.739138 = -2497298.233105
  nChanged 27
		SP:Iteration 103Q (70230.470000 sec): 3 clusters
  Score: Raw -2500583.607692 + Penalty 3283.739138 = -2497299.868553
  nChanged 23
		SP:Iteration 104Q (70230.780000 sec): 3 clusters
  Score: Raw -2500584.962124 + Penalty 3283.739138 = -2497301.222985
  nChanged 19
		SP:Iteration 105Q (70231.090000 sec): 3 clusters
  Score: Raw -2500585.861776 + Penalty 3283.739138 = -2497302.122638
  nChanged 17
		SP:Iteration 106Q (70231.420000 sec): 3 clusters
  Score: Raw -2500586.610243 + Penalty 3283.739138 = -2497302.871104
  nChanged 9
		SP:Iteration 107Q (70231.680000 sec): 3 clusters
  Score: Raw -2500587.033817 + Penalty 3283.739138 = -2497303.294679
  nChanged 9
		SP:Iteration 108Q (70231.990000 sec): 3 clusters
  Score: Raw -2500587.440630 + Penalty 3283.739138 = -2497303.701492
  nChanged 9
		SP:Iteration 109Q (70232.280000 sec): 3 clusters
  Score: Raw -2500587.918685 + Penalty 3283.739138 = -2497304.179546
  nChanged 9
		SP:Iteration 110Q (70232.620000 sec): 3 clusters
  Score: Raw -2500588.467132 + Penalty 3283.739138 = -2497304.727994
  nChanged 15
		SP:Iteration 111Q (70232.920000 sec): 3 clusters
  Score: Raw -2500589.319202 + Penalty 3283.739138 = -2497305.580064
  nChanged 16
		SP:Iteration 112Q (70233.230000 sec): 3 clusters
  Score: Raw -2500590.206303 + Penalty 3283.739138 = -2497306.467165
  nChanged 20
		SP:Iteration 113Q (70233.560000 sec): 3 clusters
  Score: Raw -2500591.507064 + Penalty 3283.739138 = -2497307.767926
  nChanged 12
		SP:Iteration 114Q (70233.840000 sec): 3 clusters
  Score: Raw -2500592.562159 + Penalty 3283.739138 = -2497308.823021
  nChanged 25
		SP:Iteration 115Q (70234.150000 sec): 3 clusters
  Score: Raw -2500594.265374 + Penalty 3283.739138 = -2497310.526236
  nChanged 20
		SP:Iteration 116Q (70234.470000 sec): 3 clusters
  Score: Raw -2500595.381083 + Penalty 3283.739138 = -2497311.641944
  nChanged 19
		SP:Iteration 117Q (70234.740000 sec): 3 clusters
  Score: Raw -2500596.156622 + Penalty 3283.739138 = -2497312.417484
  nChanged 15
		SP:Iteration 118Q (70235.080000 sec): 3 clusters
  Score: Raw -2500597.096595 + Penalty 3283.739138 = -2497313.357456
  nChanged 17
		SP:Iteration 119Q (70235.390000 sec): 3 clusters
  Score: Raw -2500598.065071 + Penalty 3283.739138 = -2497314.325933
  nChanged 12
		SP:Iteration 120F (70235.640000 sec): 3 clusters
  Score: Raw -2500598.636354 + Penalty 3283.739138 = -2497314.897215
  nChanged 14
		SP:Iteration 121Q (70235.940000 sec): 3 clusters
  Score: Raw -2500599.323121 + Penalty 3283.739138 = -2497315.583982
  nChanged 17
		SP:Iteration 122Q (70236.260000 sec): 3 clusters
  Score: Raw -2500600.569359 + Penalty 3283.739138 = -2497316.830220
  nChanged 22
		SP:Iteration 123Q (70236.580000 sec): 3 clusters
  Score: Raw -2500601.666503 + Penalty 3283.739138 = -2497317.927365
  nChanged 15
		SP:Iteration 124Q (70236.910000 sec): 3 clusters
  Score: Raw -2500602.294383 + Penalty 3283.739138 = -2497318.555244
  nChanged 11
		SP:Iteration 125Q (70237.180000 sec): 3 clusters
  Score: Raw -2500602.919558 + Penalty 3283.739138 = -2497319.180420
  nChanged 8
		SP:Iteration 126Q (70237.480000 sec): 3 clusters
  Score: Raw -2500603.311459 + Penalty 3283.739138 = -2497319.572321
  nChanged 9
		SP:Iteration 127Q (70237.770000 sec): 3 clusters
  Score: Raw -2500603.746228 + Penalty 3283.739138 = -2497320.007090
  nChanged 10
		SP:Iteration 128Q (70238.090000 sec): 3 clusters
  Score: Raw -2500604.401858 + Penalty 3283.739138 = -2497320.662720
  nChanged 12
		SP:Iteration 129Q (70238.400000 sec): 3 clusters
  Score: Raw -2500605.212992 + Penalty 3283.739138 = -2497321.473854
  nChanged 17
		SP:Iteration 130Q (70238.670000 sec): 3 clusters
  Score: Raw -2500606.098284 + Penalty 3283.739138 = -2497322.359145
  nChanged 14
		SP:Iteration 131Q (70238.990000 sec): 3 clusters
  Score: Raw -2500606.711921 + Penalty 3283.739138 = -2497322.972782
  nChanged 13
		SP:Iteration 132Q (70239.270000 sec): 3 clusters
  Score: Raw -2500607.214317 + Penalty 3283.739138 = -2497323.475179
  nChanged 5
		SP:Iteration 133Q (70239.560000 sec): 3 clusters
  Score: Raw -2500607.448388 + Penalty 3283.739138 = -2497323.709249
  nChanged 5
		SP:Iteration 134Q (70239.910000 sec): 3 clusters
  Score: Raw -2500607.670549 + Penalty 3283.739138 = -2497323.931410
  nChanged 6
		SP:Iteration 135Q (70240.220000 sec): 3 clusters
  Score: Raw -2500608.103068 + Penalty 3283.739138 = -2497324.363930
  nChanged 7
		SP:Iteration 136Q (70240.530000 sec): 3 clusters
  Score: Raw -2500608.510645 + Penalty 3283.739138 = -2497324.771506
  nChanged 6
		SP:Iteration 137Q (70240.850000 sec): 3 clusters
  Score: Raw -2500608.810343 + Penalty 3283.739138 = -2497325.071205
  nChanged 7
		SP:Iteration 138Q (70241.140000 sec): 3 clusters
  Score: Raw -2500609.304099 + Penalty 3283.739138 = -2497325.564961
  nChanged 6
		SP:Iteration 139Q (70241.410000 sec): 3 clusters
  Score: Raw -2500609.672107 + Penalty 3283.739138 = -2497325.932968
  nChanged 6
		SP:Iteration 140F (70241.720000 sec): 3 clusters
  Score: Raw -2500610.062551 + Penalty 3283.739138 = -2497326.323413
  nChanged 9
		SP:Iteration 141Q (70242.050000 sec): 3 clusters
  Score: Raw -2500610.539165 + Penalty 3283.739138 = -2497326.800027
  nChanged 12
		SP:Iteration 142Q (70242.340000 sec): 3 clusters
  Score: Raw -2500611.333566 + Penalty 3283.739138 = -2497327.594428
  nChanged 13
		SP:Iteration 143Q (70242.630000 sec): 3 clusters
  Score: Raw -2500611.936220 + Penalty 3283.739138 = -2497328.197082
  nChanged 11
		SP:Iteration 144Q (70242.920000 sec): 3 clusters
  Score: Raw -2500612.684670 + Penalty 3283.739138 = -2497328.945531
  nChanged 9
		SP:Iteration 145Q (70243.240000 sec): 3 clusters
  Score: Raw -2500613.188757 + Penalty 3283.739138 = -2497329.449618
  nChanged 10
		SP:Iteration 146Q (70243.570000 sec): 3 clusters
  Score: Raw -2500613.689715 + Penalty 3283.739138 = -2497329.950577
  nChanged 9
		SP:Iteration 147Q (70243.880000 sec): 3 clusters
  Score: Raw -2500614.069364 + Penalty 3283.739138 = -2497330.330225
  nChanged 8
		SP:Iteration 148Q (70244.200000 sec): 3 clusters
  Score: Raw -2500614.537940 + Penalty 3283.739138 = -2497330.798802
  nChanged 7
		SP:Iteration 149Q (70244.480000 sec): 3 clusters
  Score: Raw -2500614.740277 + Penalty 3283.739138 = -2497331.001139
  nChanged 8
		SP:Iteration 150Q (70244.770000 sec): 3 clusters
  Score: Raw -2500615.010920 + Penalty 3283.739138 = -2497331.271781
  nChanged 6
		SP:Iteration 151Q (70245.080000 sec): 3 clusters
  Score: Raw -2500615.319086 + Penalty 3283.739138 = -2497331.579947
  nChanged 13
		SP:Iteration 152Q (70245.390000 sec): 3 clusters
  Score: Raw -2500615.907233 + Penalty 3283.739138 = -2497332.168094
  nChanged 11
		SP:Iteration 153Q (70245.640000 sec): 3 clusters
  Score: Raw -2500616.394327 + Penalty 3283.739138 = -2497332.655188
  nChanged 9
		SP:Iteration 154Q (70245.930000 sec): 3 clusters
  Score: Raw -2500616.699658 + Penalty 3283.739138 = -2497332.960519
  nChanged 6
		SP:Iteration 155Q (70246.270000 sec): 3 clusters
  Score: Raw -2500616.858520 + Penalty 3283.739138 = -2497333.119381
  nChanged 3
		SP:Iteration 156Q (70246.550000 sec): 3 clusters
  Score: Raw -2500617.015298 + Penalty 3283.739138 = -2497333.276159
  nChanged 6
		SP:Iteration 157Q (70246.880000 sec): 3 clusters
  Score: Raw -2500617.203818 + Penalty 3283.739138 = -2497333.464679
  nChanged 3
		SP:Iteration 158Q (70247.180000 sec): 3 clusters
  Score: Raw -2500617.281895 + Penalty 3283.739138 = -2497333.542757
  nChanged 2
		SP:Iteration 159Q (70247.420000 sec): 3 clusters
  Score: Raw -2500617.341365 + Penalty 3283.739138 = -2497333.602227
  nChanged 2
		SP:Iteration 160F (70247.710000 sec): 3 clusters
  Score: Raw -2500617.394040 + Penalty 3283.739138 = -2497333.654902
  nChanged 1
		SP:Iteration 161Q (70248.030000 sec): 3 clusters
  Score: Raw -2500617.408228 + Penalty 3283.739138 = -2497333.669090
  nChanged 1
		SP:Iteration 162Q (70248.360000 sec): 3 clusters
  Score: Raw -2500617.443831 + Penalty 3283.739138 = -2497333.704692
  nChanged 1
		SP:Iteration 163Q (70248.650000 sec): 3 clusters
  Score: Raw -2500617.479421 + Penalty 3283.739138 = -2497333.740283
  nChanged 1
		SP:Iteration 164Q (70248.990000 sec): 3 clusters
  Score: Raw -2500617.491789 + Penalty 3283.739138 = -2497333.752650
  nChanged 1
		SP:Iteration 165Q (70249.300000 sec): 3 clusters
  Score: Raw -2500617.528520 + Penalty 3283.739138 = -2497333.789382
  nChanged 0
		SP:Iteration 166F (70249.550000 sec): 3 clusters
  Score: Raw -2500617.528520 + Penalty 3283.739138 = -2497333.789382
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70249.800000 sec): 2 clusters
  Score: Raw -2637680.221461 + Penalty 1640.694930 = -2636039.526531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70250.090000 sec): 3 clusters
  Score: Raw -2622995.279264 + Penalty 3281.389859 = -2619713.889404
  nChanged 10943
		SP:Iteration 1F (70250.360000 sec): 3 clusters
  Score: Raw -2629248.165156 + Penalty 3281.389859 = -2625966.775297
  nChanged 1454
		SP:Iteration 2F (70250.680000 sec): 3 clusters
  Score: Raw -2629954.737861 + Penalty 3281.389859 = -2626673.348001
  nChanged 1471
		SP:Iteration 3F (70250.960000 sec): 3 clusters
  Score: Raw -2630771.420320 + Penalty 3281.389859 = -2627490.030461
  nChanged 1528
		SP:Iteration 4F (70251.300000 sec): 3 clusters
  Score: Raw -2631741.388109 + Penalty 3281.389859 = -2628459.998250
  nChanged 1547
		SP:Iteration 5F (70251.540000 sec): 3 clusters
  Score: Raw -2632767.229447 + Penalty 3281.389859 = -2629485.839587
  nChanged 1473
		SP:Iteration 6F (70251.860000 sec): 3 clusters
  Score: Raw -2633734.910119 + Penalty 3281.389859 = -2630453.520260
  nChanged 1213
		SP:Iteration 7Q (70252.160000 sec): 3 clusters
  Score: Raw -2634474.498211 + Penalty 3281.389859 = -2631193.108351
  nChanged 957
		SP:Iteration 8Q (70252.460000 sec): 3 clusters
  Score: Raw -2635017.574328 + Penalty 3281.389859 = -2631736.184469
  nChanged 764
		SP:Iteration 9Q (70252.750000 sec): 3 clusters
  Score: Raw -2635435.567522 + Penalty 3281.389859 = -2632154.177663
  nChanged 614
		SP:Iteration 10Q (70253.000000 sec): 3 clusters
  Score: Raw -2635721.614507 + Penalty 3281.389859 = -2632440.224647
  nChanged 478
		SP:Iteration 11Q (70253.300000 sec): 3 clusters
  Score: Raw -2635935.337537 + Penalty 3281.389859 = -2632653.947677
  nChanged 406
		SP:Iteration 12Q (70253.640000 sec): 3 clusters
  Score: Raw -2636091.039802 + Penalty 3281.389859 = -2632809.649942
  nChanged 370
		SP:Iteration 13Q (70253.960000 sec): 3 clusters
  Score: Raw -2636229.249197 + Penalty 3281.389859 = -2632947.859338
  nChanged 343
		SP:Iteration 14Q (70254.230000 sec): 3 clusters
  Score: Raw -2636354.940098 + Penalty 3281.389859 = -2633073.550238
  nChanged 308
		SP:Iteration 15Q (70254.540000 sec): 3 clusters
  Score: Raw -2636465.734298 + Penalty 3281.389859 = -2633184.344439
  nChanged 302
		SP:Iteration 16Q (70254.870000 sec): 3 clusters
  Score: Raw -2636578.131943 + Penalty 3281.389859 = -2633296.742084
  nChanged 247
		SP:Iteration 17Q (70255.160000 sec): 3 clusters
  Score: Raw -2636664.663507 + Penalty 3281.389859 = -2633383.273648
  nChanged 213
		SP:Iteration 18Q (70255.480000 sec): 3 clusters
  Score: Raw -2636735.385774 + Penalty 3281.389859 = -2633453.995915
  nChanged 204
		SP:Iteration 19Q (70255.780000 sec): 3 clusters
  Score: Raw -2636805.546187 + Penalty 3281.389859 = -2633524.156328
  nChanged 216
		SP:Iteration 20F (70256.120000 sec): 3 clusters
  Score: Raw -2636879.459890 + Penalty 3281.389859 = -2633598.070031
  nChanged 205
		SP:Iteration 21Q (70256.430000 sec): 3 clusters
  Score: Raw -2636965.220389 + Penalty 3281.389859 = -2633683.830529
  nChanged 227
		SP:Iteration 22Q (70256.700000 sec): 3 clusters
  Score: Raw -2637064.038387 + Penalty 3281.389859 = -2633782.648528
  nChanged 214
		SP:Iteration 23Q (70256.980000 sec): 3 clusters
  Score: Raw -2637155.854485 + Penalty 3281.389859 = -2633874.464625
  nChanged 197
		SP:Iteration 24Q (70257.320000 sec): 3 clusters
  Score: Raw -2637236.226348 + Penalty 3281.389859 = -2633954.836489
  nChanged 176
		SP:Iteration 25Q (70257.600000 sec): 3 clusters
  Score: Raw -2637306.040800 + Penalty 3281.389859 = -2634024.650941
  nChanged 164
		SP:Iteration 26Q (70257.890000 sec): 3 clusters
  Score: Raw -2637362.477542 + Penalty 3281.389859 = -2634081.087682
  nChanged 146
		SP:Iteration 27Q (70258.190000 sec): 3 clusters
  Score: Raw -2637420.677089 + Penalty 3281.389859 = -2634139.287230
  nChanged 136
		SP:Iteration 28Q (70258.490000 sec): 3 clusters
  Score: Raw -2637478.565504 + Penalty 3281.389859 = -2634197.175644
  nChanged 129
		SP:Iteration 29Q (70258.740000 sec): 3 clusters
  Score: Raw -2637526.236955 + Penalty 3281.389859 = -2634244.847096
  nChanged 99
		SP:Iteration 30Q (70259.030000 sec): 3 clusters
  Score: Raw -2637558.107248 + Penalty 3281.389859 = -2634276.717389
  nChanged 85
		SP:Iteration 31Q (70259.330000 sec): 3 clusters
  Score: Raw -2637582.620678 + Penalty 3281.389859 = -2634301.230818
  nChanged 72
		SP:Iteration 32Q (70259.650000 sec): 3 clusters
  Score: Raw -2637605.109400 + Penalty 3281.389859 = -2634323.719540
  nChanged 54
		SP:Iteration 33Q (70259.920000 sec): 3 clusters
  Score: Raw -2637620.983753 + Penalty 3281.389859 = -2634339.593894
  nChanged 57
		SP:Iteration 34Q (70260.230000 sec): 3 clusters
  Score: Raw -2637636.937937 + Penalty 3281.389859 = -2634355.548077
  nChanged 64
		SP:Iteration 35Q (70260.530000 sec): 3 clusters
  Score: Raw -2637657.125577 + Penalty 3281.389859 = -2634375.735718
  nChanged 48
		SP:Iteration 36Q (70260.820000 sec): 3 clusters
  Score: Raw -2637671.755491 + Penalty 3281.389859 = -2634390.365631
  nChanged 51
		SP:Iteration 37Q (70261.080000 sec): 3 clusters
  Score: Raw -2637690.665192 + Penalty 3281.389859 = -2634409.275333
  nChanged 62
		SP:Iteration 38Q (70261.360000 sec): 3 clusters
  Score: Raw -2637712.119372 + Penalty 3281.389859 = -2634430.729513
  nChanged 47
		SP:Iteration 39Q (70261.610000 sec): 3 clusters
  Score: Raw -2637730.406110 + Penalty 3281.389859 = -2634449.016250
  nChanged 44
		SP:Iteration 40F (70261.930000 sec): 3 clusters
  Score: Raw -2637746.757301 + Penalty 3281.389859 = -2634465.367441
  nChanged 37
		SP:Iteration 41Q (70262.190000 sec): 3 clusters
  Score: Raw -2637759.717492 + Penalty 3281.389859 = -2634478.327632
  nChanged 33
		SP:Iteration 42Q (70262.480000 sec): 3 clusters
  Score: Raw -2637769.425749 + Penalty 3281.389859 = -2634488.035889
  nChanged 35
		SP:Iteration 43Q (70262.760000 sec): 3 clusters
  Score: Raw -2637779.311450 + Penalty 3281.389859 = -2634497.921590
  nChanged 25
		SP:Iteration 44Q (70263.070000 sec): 3 clusters
  Score: Raw -2637787.264504 + Penalty 3281.389859 = -2634505.874645
  nChanged 25
		SP:Iteration 45Q (70263.340000 sec): 3 clusters
  Score: Raw -2637795.886607 + Penalty 3281.389859 = -2634514.496747
  nChanged 26
		SP:Iteration 46Q (70263.650000 sec): 3 clusters
  Score: Raw -2637806.013848 + Penalty 3281.389859 = -2634524.623989
  nChanged 28
		SP:Iteration 47Q (70263.930000 sec): 3 clusters
  Score: Raw -2637817.205456 + Penalty 3281.389859 = -2634535.815597
  nChanged 30
		SP:Iteration 48Q (70264.270000 sec): 3 clusters
  Score: Raw -2637827.759964 + Penalty 3281.389859 = -2634546.370105
  nChanged 19
		SP:Iteration 49Q (70264.550000 sec): 3 clusters
  Score: Raw -2637832.613076 + Penalty 3281.389859 = -2634551.223217
  nChanged 18
		SP:Iteration 50Q (70264.870000 sec): 3 clusters
  Score: Raw -2637838.737607 + Penalty 3281.389859 = -2634557.347748
  nChanged 17
		SP:Iteration 51Q (70265.190000 sec): 3 clusters
  Score: Raw -2637843.732562 + Penalty 3281.389859 = -2634562.342703
  nChanged 12
		SP:Iteration 52Q (70265.430000 sec): 3 clusters
  Score: Raw -2637847.680628 + Penalty 3281.389859 = -2634566.290768
  nChanged 15
		SP:Iteration 53Q (70265.710000 sec): 3 clusters
  Score: Raw -2637850.619302 + Penalty 3281.389859 = -2634569.229443
  nChanged 8
		SP:Iteration 54Q (70266.020000 sec): 3 clusters
  Score: Raw -2637851.850859 + Penalty 3281.389859 = -2634570.461000
  nChanged 6
		SP:Iteration 55Q (70266.290000 sec): 3 clusters
  Score: Raw -2637853.331497 + Penalty 3281.389859 = -2634571.941637
  nChanged 5
		SP:Iteration 56Q (70266.560000 sec): 3 clusters
  Score: Raw -2637854.228072 + Penalty 3281.389859 = -2634572.838213
  nChanged 5
		SP:Iteration 57Q (70266.810000 sec): 3 clusters
  Score: Raw -2637855.924212 + Penalty 3281.389859 = -2634574.534353
  nChanged 5
		SP:Iteration 58Q (70267.110000 sec): 3 clusters
  Score: Raw -2637857.351745 + Penalty 3281.389859 = -2634575.961886
  nChanged 2
		SP:Iteration 59Q (70267.370000 sec): 3 clusters
  Score: Raw -2637857.683231 + Penalty 3281.389859 = -2634576.293372
  nChanged 1
		SP:Iteration 60F (70267.600000 sec): 3 clusters
  Score: Raw -2637858.372799 + Penalty 3281.389859 = -2634576.982940
  nChanged 5
		SP:Iteration 61Q (70267.850000 sec): 3 clusters
  Score: Raw -2637860.011092 + Penalty 3281.389859 = -2634578.621233
  nChanged 6
		SP:Iteration 62Q (70268.150000 sec): 3 clusters
  Score: Raw -2637863.163290 + Penalty 3281.389859 = -2634581.773431
  nChanged 6
		SP:Iteration 63Q (70268.430000 sec): 3 clusters
  Score: Raw -2637865.041345 + Penalty 3281.389859 = -2634583.651485
  nChanged 8
		SP:Iteration 64Q (70268.690000 sec): 3 clusters
  Score: Raw -2637866.989651 + Penalty 3281.389859 = -2634585.599792
  nChanged 8
		SP:Iteration 65Q (70268.980000 sec): 3 clusters
  Score: Raw -2637868.977872 + Penalty 3281.389859 = -2634587.588013
  nChanged 6
		SP:Iteration 66Q (70269.270000 sec): 3 clusters
  Score: Raw -2637871.272435 + Penalty 3281.389859 = -2634589.882576
  nChanged 7
		SP:Iteration 67Q (70269.540000 sec): 3 clusters
  Score: Raw -2637873.678960 + Penalty 3281.389859 = -2634592.289101
  nChanged 9
		SP:Iteration 68Q (70269.870000 sec): 3 clusters
  Score: Raw -2637876.188045 + Penalty 3281.389859 = -2634594.798186
  nChanged 8
		SP:Iteration 69Q (70270.170000 sec): 3 clusters
  Score: Raw -2637878.492612 + Penalty 3281.389859 = -2634597.102753
  nChanged 3
		SP:Iteration 70Q (70270.440000 sec): 3 clusters
  Score: Raw -2637879.259690 + Penalty 3281.389859 = -2634597.869830
  nChanged 2
		SP:Iteration 71Q (70270.760000 sec): 3 clusters
  Score: Raw -2637879.843378 + Penalty 3281.389859 = -2634598.453519
  nChanged 4
		SP:Iteration 72Q (70270.990000 sec): 3 clusters
  Score: Raw -2637881.115988 + Penalty 3281.389859 = -2634599.726128
  nChanged 2
		SP:Iteration 73Q (70271.280000 sec): 3 clusters
  Score: Raw -2637881.695490 + Penalty 3281.389859 = -2634600.305630
  nChanged 2
		SP:Iteration 74Q (70271.590000 sec): 3 clusters
  Score: Raw -2637882.265521 + Penalty 3281.389859 = -2634600.875662
  nChanged 4
		SP:Iteration 75Q (70271.840000 sec): 3 clusters
  Score: Raw -2637883.152482 + Penalty 3281.389859 = -2634601.762623
  nChanged 4
		SP:Iteration 76Q (70272.170000 sec): 3 clusters
  Score: Raw -2637884.304721 + Penalty 3281.389859 = -2634602.914862
  nChanged 4
		SP:Iteration 77Q (70272.470000 sec): 3 clusters
  Score: Raw -2637885.499528 + Penalty 3281.389859 = -2634604.109669
  nChanged 5
		SP:Iteration 78Q (70272.790000 sec): 3 clusters
  Score: Raw -2637886.769810 + Penalty 3281.389859 = -2634605.379951
  nChanged 3
		SP:Iteration 79Q (70273.060000 sec): 3 clusters
  Score: Raw -2637887.512208 + Penalty 3281.389859 = -2634606.122349
  nChanged 1
		SP:Iteration 80F (70273.390000 sec): 3 clusters
  Score: Raw -2637887.891860 + Penalty 3281.389859 = -2634606.502000
  nChanged 3
		SP:Iteration 81Q (70273.650000 sec): 3 clusters
  Score: Raw -2637888.371065 + Penalty 3281.389859 = -2634606.981205
  nChanged 1
		SP:Iteration 82Q (70273.940000 sec): 3 clusters
  Score: Raw -2637888.417195 + Penalty 3281.389859 = -2634607.027336
  nChanged 1
		SP:Iteration 83Q (70274.220000 sec): 3 clusters
  Score: Raw -2637888.612841 + Penalty 3281.389859 = -2634607.222981
  nChanged 0
		SP:Iteration 84F (70274.580000 sec): 3 clusters
  Score: Raw -2637888.612841 + Penalty 3281.389859 = -2634607.222981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70274.690000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70274.850000 sec): 3 clusters
  Score: Raw -347685.143827 + Penalty 2628.782587 = -345056.361241
  nChanged 1209
		SP:Iteration 1F (70275.030000 sec): 3 clusters
  Score: Raw -348412.041390 + Penalty 2628.782587 = -345783.258803
  nChanged 268
		SP:Iteration 2F (70275.200000 sec): 3 clusters
  Score: Raw -348611.821988 + Penalty 2628.782587 = -345983.039401
  nChanged 201
		SP:Iteration 3F (70275.400000 sec): 3 clusters
  Score: Raw -348779.469997 + Penalty 2628.782587 = -346150.687411
  nChanged 169
		SP:Iteration 4F (70275.570000 sec): 3 clusters
  Score: Raw -348902.302898 + Penalty 2628.782587 = -346273.520311
  nChanged 125
		SP:Iteration 5Q (70275.740000 sec): 3 clusters
  Score: Raw -348985.646217 + Penalty 2628.782587 = -346356.863630
  nChanged 99
		SP:Iteration 6Q (70275.890000 sec): 3 clusters
  Score: Raw -349052.868524 + Penalty 2628.782587 = -346424.085937
  nChanged 77
		SP:Iteration 7Q (70276.030000 sec): 3 clusters
  Score: Raw -349090.997678 + Penalty 2628.782587 = -346462.215091
  nChanged 50
		SP:Iteration 8Q (70276.210000 sec): 3 clusters
  Score: Raw -349110.566315 + Penalty 2628.782587 = -346481.783728
  nChanged 43
		SP:Iteration 9Q (70276.380000 sec): 3 clusters
  Score: Raw -349129.584399 + Penalty 2628.782587 = -346500.801812
  nChanged 50
		SP:Iteration 10Q (70276.560000 sec): 3 clusters
  Score: Raw -349153.571899 + Penalty 2628.782587 = -346524.789313
  nChanged 50
		SP:Iteration 11Q (70276.660000 sec): 3 clusters
  Score: Raw -349178.228999 + Penalty 2628.782587 = -346549.446413
  nChanged 45
		SP:Iteration 12Q (70276.820000 sec): 3 clusters
  Score: Raw -349202.088244 + Penalty 2628.782587 = -346573.305657
  nChanged 40
		SP:Iteration 13Q (70276.930000 sec): 3 clusters
  Score: Raw -349224.916996 + Penalty 2628.782587 = -346596.134409
  nChanged 37
		SP:Iteration 14Q (70277.110000 sec): 3 clusters
  Score: Raw -349243.795019 + Penalty 2628.782587 = -346615.012432
  nChanged 31
		SP:Iteration 15Q (70277.220000 sec): 3 clusters
  Score: Raw -349260.577590 + Penalty 2628.782587 = -346631.795003
  nChanged 26
		SP:Iteration 16Q (70277.460000 sec): 3 clusters
  Score: Raw -349273.453184 + Penalty 2628.782587 = -346644.670597
  nChanged 23
		SP:Iteration 17Q (70277.600000 sec): 3 clusters
  Score: Raw -349282.376120 + Penalty 2628.782587 = -346653.593534
  nChanged 20
		SP:Iteration 18Q (70277.760000 sec): 3 clusters
  Score: Raw -349291.798932 + Penalty 2628.782587 = -346663.016345
  nChanged 24
		SP:Iteration 19Q (70277.880000 sec): 3 clusters
  Score: Raw -349305.279759 + Penalty 2628.782587 = -346676.497172
  nChanged 17
		SP:Iteration 20F (70278.010000 sec): 3 clusters
  Score: Raw -349312.849194 + Penalty 2628.782587 = -346684.066608
  nChanged 9
		SP:Iteration 21Q (70278.180000 sec): 3 clusters
  Score: Raw -349319.294573 + Penalty 2628.782587 = -346690.511986
  nChanged 10
		SP:Iteration 22Q (70278.360000 sec): 3 clusters
  Score: Raw -349325.897425 + Penalty 2628.782587 = -346697.114838
  nChanged 11
		SP:Iteration 23Q (70278.520000 sec): 3 clusters
  Score: Raw -349333.221863 + Penalty 2628.782587 = -346704.439276
  nChanged 14
		SP:Iteration 24Q (70278.670000 sec): 3 clusters
  Score: Raw -349343.097256 + Penalty 2628.782587 = -346714.314669
  nChanged 15
		SP:Iteration 25Q (70278.820000 sec): 3 clusters
  Score: Raw -349352.420088 + Penalty 2628.782587 = -346723.637501
  nChanged 11
		SP:Iteration 26Q (70278.980000 sec): 3 clusters
  Score: Raw -349357.017312 + Penalty 2628.782587 = -346728.234725
  nChanged 10
		SP:Iteration 27Q (70279.190000 sec): 3 clusters
  Score: Raw -349363.284728 + Penalty 2628.782587 = -346734.502141
  nChanged 13
		SP:Iteration 28Q (70279.370000 sec): 3 clusters
  Score: Raw -349370.150995 + Penalty 2628.782587 = -346741.368409
  nChanged 17
		SP:Iteration 29Q (70279.530000 sec): 3 clusters
  Score: Raw -349379.532229 + Penalty 2628.782587 = -346750.749642
  nChanged 16
		SP:Iteration 30Q (70279.710000 sec): 3 clusters
  Score: Raw -349389.315530 + Penalty 2628.782587 = -346760.532943
  nChanged 17
		SP:Iteration 31Q (70279.850000 sec): 3 clusters
  Score: Raw -349397.138134 + Penalty 2628.782587 = -346768.355547
  nChanged 9
		SP:Iteration 32Q (70280.050000 sec): 3 clusters
  Score: Raw -349400.526722 + Penalty 2628.782587 = -346771.744135
  nChanged 5
		SP:Iteration 33Q (70280.150000 sec): 3 clusters
  Score: Raw -349402.692908 + Penalty 2628.782587 = -346773.910321
  nChanged 4
		SP:Iteration 34Q (70280.290000 sec): 3 clusters
  Score: Raw -349405.009268 + Penalty 2628.782587 = -346776.226681
  nChanged 4
		SP:Iteration 35Q (70280.430000 sec): 3 clusters
  Score: Raw -349408.222017 + Penalty 2628.782587 = -346779.439431
  nChanged 3
		SP:Iteration 36Q (70280.540000 sec): 3 clusters
  Score: Raw -349410.080374 + Penalty 2628.782587 = -346781.297787
  nChanged 6
		SP:Iteration 37Q (70280.750000 sec): 3 clusters
  Score: Raw -349413.708493 + Penalty 2628.782587 = -346784.925906
  nChanged 2
		SP:Iteration 38Q (70280.910000 sec): 3 clusters
  Score: Raw -349414.343829 + Penalty 2628.782587 = -346785.561242
  nChanged 1
		SP:Iteration 39Q (70281.110000 sec): 3 clusters
  Score: Raw -349414.754926 + Penalty 2628.782587 = -346785.972339
  nChanged 2
		SP:Iteration 40F (70281.230000 sec): 3 clusters
  Score: Raw -349415.533445 + Penalty 2628.782587 = -346786.750858
  nChanged 3
		SP:Iteration 41Q (70281.420000 sec): 3 clusters
  Score: Raw -349417.776554 + Penalty 2628.782587 = -346788.993968
  nChanged 5
		SP:Iteration 42Q (70281.560000 sec): 3 clusters
  Score: Raw -349421.028413 + Penalty 2628.782587 = -346792.245827
  nChanged 5
		SP:Iteration 43Q (70281.700000 sec): 3 clusters
  Score: Raw -349423.506707 + Penalty 2628.782587 = -346794.724120
  nChanged 7
		SP:Iteration 44Q (70281.820000 sec): 3 clusters
  Score: Raw -349426.471205 + Penalty 2628.782587 = -346797.688618
  nChanged 3
		SP:Iteration 45Q (70281.950000 sec): 3 clusters
  Score: Raw -349428.453269 + Penalty 2628.782587 = -346799.670682
  nChanged 3
		SP:Iteration 46Q (70282.110000 sec): 3 clusters
  Score: Raw -349432.300322 + Penalty 2628.782587 = -346803.517735
  nChanged 8
		SP:Iteration 47Q (70282.210000 sec): 3 clusters
  Score: Raw -349435.560432 + Penalty 2628.782587 = -346806.777845
  nChanged 4
		SP:Iteration 48Q (70282.350000 sec): 3 clusters
  Score: Raw -349437.583221 + Penalty 2628.782587 = -346808.800635
  nChanged 4
		SP:Iteration 49Q (70282.490000 sec): 3 clusters
  Score: Raw -349439.467110 + Penalty 2628.782587 = -346810.684523
  nChanged 3
		SP:Iteration 50Q (70282.660000 sec): 3 clusters
  Score: Raw -349440.723618 + Penalty 2628.782587 = -346811.941032
  nChanged 5
		SP:Iteration 51Q (70282.790000 sec): 3 clusters
  Score: Raw -349442.256578 + Penalty 2628.782587 = -346813.473991
  nChanged 2
		SP:Iteration 52Q (70282.930000 sec): 3 clusters
  Score: Raw -349442.814454 + Penalty 2628.782587 = -346814.031867
  nChanged 1
		SP:Iteration 53Q (70283.080000 sec): 3 clusters
  Score: Raw -349443.269641 + Penalty 2628.782587 = -346814.487055
  nChanged 2
		SP:Iteration 54Q (70283.180000 sec): 3 clusters
  Score: Raw -349444.121663 + Penalty 2628.782587 = -346815.339076
  nChanged 1
		SP:Iteration 55Q (70283.310000 sec): 3 clusters
  Score: Raw -349444.370104 + Penalty 2628.782587 = -346815.587517
  nChanged 1
		SP:Iteration 56Q (70283.500000 sec): 3 clusters
  Score: Raw -349444.622878 + Penalty 2628.782587 = -346815.840291
  nChanged 0
		SP:Iteration 57F (70283.600000 sec): 3 clusters
  Score: Raw -349444.622878 + Penalty 2628.782587 = -346815.840291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70283.740000 sec): 2 clusters
  Score: Raw -481012.892421 + Penalty 1377.274846 = -479635.617574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70283.890000 sec): 3 clusters
  Score: Raw -478511.623877 + Penalty 2754.549693 = -475757.074184
  nChanged 1944
		SP:Iteration 1F (70284.110000 sec): 3 clusters
  Score: Raw -479790.027105 + Penalty 2754.549693 = -477035.477413
  nChanged 440
		SP:Iteration 2F (70284.260000 sec): 3 clusters
  Score: Raw -480199.372470 + Penalty 2754.549693 = -477444.822777
  nChanged 352
		SP:Iteration 3F (70284.440000 sec): 3 clusters
  Score: Raw -480498.772108 + Penalty 2754.549693 = -477744.222415
  nChanged 269
		SP:Iteration 4F (70284.640000 sec): 3 clusters
  Score: Raw -480721.867593 + Penalty 2754.549693 = -477967.317900
  nChanged 207
		SP:Iteration 5Q (70284.790000 sec): 3 clusters
  Score: Raw -480887.100516 + Penalty 2754.549693 = -478132.550823
  nChanged 177
		SP:Iteration 6Q (70284.980000 sec): 3 clusters
  Score: Raw -480996.937092 + Penalty 2754.549693 = -478242.387399
  nChanged 125
		SP:Iteration 7Q (70285.140000 sec): 3 clusters
  Score: Raw -481068.952624 + Penalty 2754.549693 = -478314.402932
  nChanged 104
		SP:Iteration 8Q (70285.320000 sec): 3 clusters
  Score: Raw -481115.893706 + Penalty 2754.549693 = -478361.344013
  nChanged 73
		SP:Iteration 9Q (70285.490000 sec): 3 clusters
  Score: Raw -481144.939554 + Penalty 2754.549693 = -478390.389861
  nChanged 69
		SP:Iteration 10Q (70285.670000 sec): 3 clusters
  Score: Raw -481177.387815 + Penalty 2754.549693 = -478422.838123
  nChanged 67
		SP:Iteration 11Q (70285.860000 sec): 3 clusters
  Score: Raw -481205.637253 + Penalty 2754.549693 = -478451.087560
  nChanged 67
		SP:Iteration 12Q (70285.990000 sec): 3 clusters
  Score: Raw -481236.146370 + Penalty 2754.549693 = -478481.596677
  nChanged 59
		SP:Iteration 13Q (70286.190000 sec): 3 clusters
  Score: Raw -481254.767989 + Penalty 2754.549693 = -478500.218296
  nChanged 43
		SP:Iteration 14Q (70286.350000 sec): 3 clusters
  Score: Raw -481270.721887 + Penalty 2754.549693 = -478516.172194
  nChanged 47
		SP:Iteration 15Q (70286.560000 sec): 3 clusters
  Score: Raw -481291.906534 + Penalty 2754.549693 = -478537.356841
  nChanged 56
		SP:Iteration 16Q (70286.730000 sec): 3 clusters
  Score: Raw -481312.752381 + Penalty 2754.549693 = -478558.202688
  nChanged 48
		SP:Iteration 17Q (70286.890000 sec): 3 clusters
  Score: Raw -481332.150100 + Penalty 2754.549693 = -478577.600407
  nChanged 45
		SP:Iteration 18Q (70287.050000 sec): 3 clusters
  Score: Raw -481347.248309 + Penalty 2754.549693 = -478592.698616
  nChanged 39
		SP:Iteration 19Q (70287.210000 sec): 3 clusters
  Score: Raw -481361.660728 + Penalty 2754.549693 = -478607.111035
  nChanged 35
		SP:Iteration 20F (70287.380000 sec): 3 clusters
  Score: Raw -481375.868183 + Penalty 2754.549693 = -478621.318490
  nChanged 46
		SP:Iteration 21Q (70287.560000 sec): 3 clusters
  Score: Raw -481391.033170 + Penalty 2754.549693 = -478636.483477
  nChanged 32
		SP:Iteration 22Q (70287.730000 sec): 3 clusters
  Score: Raw -481403.498102 + Penalty 2754.549693 = -478648.948410
  nChanged 24
		SP:Iteration 23Q (70287.890000 sec): 3 clusters
  Score: Raw -481410.569705 + Penalty 2754.549693 = -478656.020012
  nChanged 21
		SP:Iteration 24Q (70288.100000 sec): 3 clusters
  Score: Raw -481415.358436 + Penalty 2754.549693 = -478660.808743
  nChanged 10
		SP:Iteration 25Q (70288.290000 sec): 3 clusters
  Score: Raw -481419.445446 + Penalty 2754.549693 = -478664.895753
  nChanged 15
		SP:Iteration 26Q (70288.440000 sec): 3 clusters
  Score: Raw -481425.628487 + Penalty 2754.549693 = -478671.078794
  nChanged 22
		SP:Iteration 27Q (70288.630000 sec): 3 clusters
  Score: Raw -481436.415221 + Penalty 2754.549693 = -478681.865528
  nChanged 27
		SP:Iteration 28Q (70288.800000 sec): 3 clusters
  Score: Raw -481443.778751 + Penalty 2754.549693 = -478689.229058
  nChanged 17
		SP:Iteration 29Q (70288.990000 sec): 3 clusters
  Score: Raw -481448.834785 + Penalty 2754.549693 = -478694.285092
  nChanged 19
		SP:Iteration 30Q (70289.120000 sec): 3 clusters
  Score: Raw -481454.413317 + Penalty 2754.549693 = -478699.863624
  nChanged 21
		SP:Iteration 31Q (70289.270000 sec): 3 clusters
  Score: Raw -481461.875356 + Penalty 2754.549693 = -478707.325663
  nChanged 17
		SP:Iteration 32Q (70289.500000 sec): 3 clusters
  Score: Raw -481470.705464 + Penalty 2754.549693 = -478716.155771
  nChanged 27
		SP:Iteration 33Q (70289.660000 sec): 3 clusters
  Score: Raw -481481.657220 + Penalty 2754.549693 = -478727.107527
  nChanged 36
		SP:Iteration 34Q (70289.840000 sec): 3 clusters
  Score: Raw -481497.599562 + Penalty 2754.549693 = -478743.049869
  nChanged 28
		SP:Iteration 35Q (70289.970000 sec): 3 clusters
  Score: Raw -481509.617731 + Penalty 2754.549693 = -478755.068038
  nChanged 21
		SP:Iteration 36Q (70290.150000 sec): 3 clusters
  Score: Raw -481516.193849 + Penalty 2754.549693 = -478761.644156
  nChanged 11
		SP:Iteration 37Q (70290.320000 sec): 3 clusters
  Score: Raw -481520.272811 + Penalty 2754.549693 = -478765.723119
  nChanged 12
		SP:Iteration 38Q (70290.520000 sec): 3 clusters
  Score: Raw -481524.522778 + Penalty 2754.549693 = -478769.973085
  nChanged 15
		SP:Iteration 39Q (70290.690000 sec): 3 clusters
  Score: Raw -481528.532043 + Penalty 2754.549693 = -478773.982350
  nChanged 8
		SP:Iteration 40F (70290.880000 sec): 3 clusters
  Score: Raw -481530.433002 + Penalty 2754.549693 = -478775.883309
  nChanged 7
		SP:Iteration 41Q (70291.000000 sec): 3 clusters
  Score: Raw -481532.396288 + Penalty 2754.549693 = -478777.846595
  nChanged 9
		SP:Iteration 42Q (70291.120000 sec): 3 clusters
  Score: Raw -481534.445514 + Penalty 2754.549693 = -478779.895821
  nChanged 9
		SP:Iteration 43Q (70291.250000 sec): 3 clusters
  Score: Raw -481538.684723 + Penalty 2754.549693 = -478784.135031
  nChanged 8
		SP:Iteration 44Q (70291.400000 sec): 3 clusters
  Score: Raw -481541.451551 + Penalty 2754.549693 = -478786.901858
  nChanged 5
		SP:Iteration 45Q (70291.600000 sec): 3 clusters
  Score: Raw -481543.748810 + Penalty 2754.549693 = -478789.199117
  nChanged 7
		SP:Iteration 46Q (70291.740000 sec): 3 clusters
  Score: Raw -481546.662683 + Penalty 2754.549693 = -478792.112990
  nChanged 6
		SP:Iteration 47Q (70291.930000 sec): 3 clusters
  Score: Raw -481549.075319 + Penalty 2754.549693 = -478794.525626
  nChanged 6
		SP:Iteration 48Q (70292.100000 sec): 3 clusters
  Score: Raw -481550.327513 + Penalty 2754.549693 = -478795.777821
  nChanged 3
		SP:Iteration 49Q (70292.300000 sec): 3 clusters
  Score: Raw -481550.948538 + Penalty 2754.549693 = -478796.398845
  nChanged 2
		SP:Iteration 50Q (70292.460000 sec): 3 clusters
  Score: Raw -481551.773797 + Penalty 2754.549693 = -478797.224105
  nChanged 3
		SP:Iteration 51Q (70292.640000 sec): 3 clusters
  Score: Raw -481553.000685 + Penalty 2754.549693 = -478798.450992
  nChanged 1
		SP:Iteration 52Q (70292.820000 sec): 3 clusters
  Score: Raw -481553.336636 + Penalty 2754.549693 = -478798.786943
  nChanged 4
		SP:Iteration 53Q (70293.050000 sec): 3 clusters
  Score: Raw -481554.672049 + Penalty 2754.549693 = -478800.122357
  nChanged 2
		SP:Iteration 54Q (70293.240000 sec): 3 clusters
  Score: Raw -481555.119826 + Penalty 2754.549693 = -478800.570134
  nChanged 1
		SP:Iteration 55Q (70293.380000 sec): 3 clusters
  Score: Raw -481555.223653 + Penalty 2754.549693 = -478800.673960
  nChanged 0
		SP:Iteration 56F (70293.570000 sec): 3 clusters
  Score: Raw -481555.223653 + Penalty 2754.549693 = -478800.673960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70293.670000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70293.850000 sec): 3 clusters
  Score: Raw -437407.477744 + Penalty 2710.803298 = -434696.674445
  nChanged 1610
		SP:Iteration 1F (70294.000000 sec): 3 clusters
  Score: Raw -438525.457334 + Penalty 2710.803298 = -435814.654035
  nChanged 391
		SP:Iteration 2F (70294.180000 sec): 3 clusters
  Score: Raw -438942.643407 + Penalty 2710.803298 = -436231.840109
  nChanged 333
		SP:Iteration 3F (70294.340000 sec): 3 clusters
  Score: Raw -439291.528953 + Penalty 2710.803298 = -436580.725655
  nChanged 274
		SP:Iteration 4F (70294.570000 sec): 3 clusters
  Score: Raw -439506.153193 + Penalty 2710.803298 = -436795.349894
  nChanged 186
		SP:Iteration 5Q (70294.740000 sec): 3 clusters
  Score: Raw -439612.331250 + Penalty 2710.803298 = -436901.527951
  nChanged 129
		SP:Iteration 6Q (70294.900000 sec): 3 clusters
  Score: Raw -439684.332845 + Penalty 2710.803298 = -436973.529546
  nChanged 86
		SP:Iteration 7Q (70295.090000 sec): 3 clusters
  Score: Raw -439730.064486 + Penalty 2710.803298 = -437019.261187
  nChanged 75
		SP:Iteration 8Q (70295.280000 sec): 3 clusters
  Score: Raw -439762.265632 + Penalty 2710.803298 = -437051.462334
  nChanged 65
		SP:Iteration 9Q (70295.480000 sec): 3 clusters
  Score: Raw -439796.630163 + Penalty 2710.803298 = -437085.826864
  nChanged 56
		SP:Iteration 10Q (70295.680000 sec): 3 clusters
  Score: Raw -439826.469714 + Penalty 2710.803298 = -437115.666416
  nChanged 46
		SP:Iteration 11Q (70295.840000 sec): 3 clusters
  Score: Raw -439846.553264 + Penalty 2710.803298 = -437135.749965
  nChanged 49
		SP:Iteration 12Q (70296.030000 sec): 3 clusters
  Score: Raw -439867.528982 + Penalty 2710.803298 = -437156.725684
  nChanged 49
		SP:Iteration 13Q (70296.240000 sec): 3 clusters
  Score: Raw -439887.699512 + Penalty 2710.803298 = -437176.896213
  nChanged 56
		SP:Iteration 14Q (70296.380000 sec): 3 clusters
  Score: Raw -439914.281195 + Penalty 2710.803298 = -437203.477897
  nChanged 60
		SP:Iteration 15Q (70296.530000 sec): 3 clusters
  Score: Raw -439953.948650 + Penalty 2710.803298 = -437243.145351
  nChanged 73
		SP:Iteration 16Q (70296.700000 sec): 3 clusters
  Score: Raw -440000.713274 + Penalty 2710.803298 = -437289.909976
  nChanged 74
		SP:Iteration 17Q (70296.890000 sec): 3 clusters
  Score: Raw -440044.888913 + Penalty 2710.803298 = -437334.085614
  nChanged 61
		SP:Iteration 18Q (70297.040000 sec): 3 clusters
  Score: Raw -440079.265881 + Penalty 2710.803298 = -437368.462583
  nChanged 53
		SP:Iteration 19Q (70297.200000 sec): 3 clusters
  Score: Raw -440105.381584 + Penalty 2710.803298 = -437394.578285
  nChanged 44
		SP:Iteration 20F (70297.360000 sec): 3 clusters
  Score: Raw -440131.509745 + Penalty 2710.803298 = -437420.706447
  nChanged 29
		SP:Iteration 21Q (70297.490000 sec): 3 clusters
  Score: Raw -440142.917732 + Penalty 2710.803298 = -437432.114434
  nChanged 23
		SP:Iteration 22Q (70297.640000 sec): 3 clusters
  Score: Raw -440149.948323 + Penalty 2710.803298 = -437439.145024
  nChanged 22
		SP:Iteration 23Q (70297.790000 sec): 3 clusters
  Score: Raw -440155.731081 + Penalty 2710.803298 = -437444.927783
  nChanged 18
		SP:Iteration 24Q (70297.970000 sec): 3 clusters
  Score: Raw -440160.419141 + Penalty 2710.803298 = -437449.615842
  nChanged 15
		SP:Iteration 25Q (70298.160000 sec): 3 clusters
  Score: Raw -440165.952649 + Penalty 2710.803298 = -437455.149350
  nChanged 12
		SP:Iteration 26Q (70298.340000 sec): 3 clusters
  Score: Raw -440170.294602 + Penalty 2710.803298 = -437459.491304
  nChanged 13
		SP:Iteration 27Q (70298.520000 sec): 3 clusters
  Score: Raw -440174.025577 + Penalty 2710.803298 = -437463.222279
  nChanged 7
		SP:Iteration 28Q (70298.660000 sec): 3 clusters
  Score: Raw -440176.423349 + Penalty 2710.803298 = -437465.620051
  nChanged 5
		SP:Iteration 29Q (70298.830000 sec): 3 clusters
  Score: Raw -440178.375833 + Penalty 2710.803298 = -437467.572535
  nChanged 7
		SP:Iteration 30Q (70299.000000 sec): 3 clusters
  Score: Raw -440181.492089 + Penalty 2710.803298 = -437470.688791
  nChanged 5
		SP:Iteration 31Q (70299.120000 sec): 3 clusters
  Score: Raw -440183.936990 + Penalty 2710.803298 = -437473.133692
  nChanged 5
		SP:Iteration 32Q (70299.310000 sec): 3 clusters
  Score: Raw -440186.044681 + Penalty 2710.803298 = -437475.241383
  nChanged 8
		SP:Iteration 33Q (70299.480000 sec): 3 clusters
  Score: Raw -440189.513835 + Penalty 2710.803298 = -437478.710537
  nChanged 9
		SP:Iteration 34Q (70299.670000 sec): 3 clusters
  Score: Raw -440193.128629 + Penalty 2710.803298 = -437482.325330
  nChanged 13
		SP:Iteration 35Q (70299.880000 sec): 3 clusters
  Score: Raw -440197.734949 + Penalty 2710.803298 = -437486.931650
  nChanged 9
		SP:Iteration 36Q (70300.010000 sec): 3 clusters
  Score: Raw -440200.519694 + Penalty 2710.803298 = -437489.716395
  nChanged 11
		SP:Iteration 37Q (70300.210000 sec): 3 clusters
  Score: Raw -440203.600048 + Penalty 2710.803298 = -437492.796750
  nChanged 5
		SP:Iteration 38Q (70300.340000 sec): 3 clusters
  Score: Raw -440204.352423 + Penalty 2710.803298 = -437493.549124
  nChanged 3
		SP:Iteration 39Q (70300.530000 sec): 3 clusters
  Score: Raw -440204.862209 + Penalty 2710.803298 = -437494.058910
  nChanged 2
		SP:Iteration 40F (70300.750000 sec): 3 clusters
  Score: Raw -440205.444631 + Penalty 2710.803298 = -437494.641333
  nChanged 2
		SP:Iteration 41Q (70300.890000 sec): 3 clusters
  Score: Raw -440206.405102 + Penalty 2710.803298 = -437495.601804
  nChanged 3
		SP:Iteration 42Q (70301.110000 sec): 3 clusters
  Score: Raw -440207.622869 + Penalty 2710.803298 = -437496.819570
  nChanged 2
		SP:Iteration 43Q (70301.260000 sec): 3 clusters
  Score: Raw -440207.919644 + Penalty 2710.803298 = -437497.116345
  nChanged 2
		SP:Iteration 44Q (70301.400000 sec): 3 clusters
  Score: Raw -440209.265538 + Penalty 2710.803298 = -437498.462240
  nChanged 3
		SP:Iteration 45Q (70301.530000 sec): 3 clusters
  Score: Raw -440210.854816 + Penalty 2710.803298 = -437500.051518
  nChanged 3
		SP:Iteration 46Q (70301.700000 sec): 3 clusters
  Score: Raw -440211.803137 + Penalty 2710.803298 = -437500.999839
  nChanged 3
		SP:Iteration 47Q (70301.870000 sec): 3 clusters
  Score: Raw -440213.152503 + Penalty 2710.803298 = -437502.349205
  nChanged 8
		SP:Iteration 48Q (70302.040000 sec): 3 clusters
  Score: Raw -440215.922584 + Penalty 2710.803298 = -437505.119286
  nChanged 3
		SP:Iteration 49Q (70302.170000 sec): 3 clusters
  Score: Raw -440216.555719 + Penalty 2710.803298 = -437505.752420
  nChanged 2
		SP:Iteration 50Q (70302.320000 sec): 3 clusters
  Score: Raw -440217.321615 + Penalty 2710.803298 = -437506.518316
  nChanged 3
		SP:Iteration 51Q (70302.480000 sec): 3 clusters
  Score: Raw -440218.009210 + Penalty 2710.803298 = -437507.205911
  nChanged 3
		SP:Iteration 52Q (70302.600000 sec): 3 clusters
  Score: Raw -440218.856842 + Penalty 2710.803298 = -437508.053544
  nChanged 0
		SP:Iteration 53F (70302.760000 sec): 3 clusters
  Score: Raw -440218.856842 + Penalty 2710.803298 = -437508.053544
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70302.890000 sec): 2 clusters
  Score: Raw -684731.728909 + Penalty 1419.966369 = -683311.762540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70303.110000 sec): 3 clusters
  Score: Raw -681352.892450 + Penalty 2839.932737 = -678512.959713
  nChanged 2581
		SP:Iteration 1F (70303.290000 sec): 3 clusters
  Score: Raw -682774.691004 + Penalty 2839.932737 = -679934.758266
  nChanged 432
		SP:Iteration 2F (70303.480000 sec): 3 clusters
  Score: Raw -682988.555107 + Penalty 2839.932737 = -680148.622370
  nChanged 311
		SP:Iteration 3Q (70303.690000 sec): 3 clusters
  Score: Raw -683148.207824 + Penalty 2839.932737 = -680308.275086
  nChanged 289
		SP:Iteration 4Q (70303.890000 sec): 3 clusters
  Score: Raw -683292.602841 + Penalty 2839.932737 = -680452.670104
  nChanged 265
		SP:Iteration 5Q (70304.090000 sec): 3 clusters
  Score: Raw -683414.462650 + Penalty 2839.932737 = -680574.529912
  nChanged 225
		SP:Iteration 6Q (70304.250000 sec): 3 clusters
  Score: Raw -683519.551229 + Penalty 2839.932737 = -680679.618491
  nChanged 210
		SP:Iteration 7Q (70304.460000 sec): 3 clusters
  Score: Raw -683626.951794 + Penalty 2839.932737 = -680787.019057
  nChanged 217
		SP:Iteration 8Q (70304.660000 sec): 3 clusters
  Score: Raw -683730.698867 + Penalty 2839.932737 = -680890.766130
  nChanged 195
		SP:Iteration 9Q (70304.900000 sec): 3 clusters
  Score: Raw -683839.527777 + Penalty 2839.932737 = -680999.595039
  nChanged 229
		SP:Iteration 10Q (70305.060000 sec): 3 clusters
  Score: Raw -683982.462941 + Penalty 2839.932737 = -681142.530204
  nChanged 227
		SP:Iteration 11Q (70305.310000 sec): 3 clusters
  Score: Raw -684134.077950 + Penalty 2839.932737 = -681294.145213
  nChanged 202
		SP:Iteration 12Q (70305.500000 sec): 3 clusters
  Score: Raw -684265.525067 + Penalty 2839.932737 = -681425.592330
  nChanged 168
		SP:Iteration 13Q (70305.670000 sec): 3 clusters
  Score: Raw -684387.240324 + Penalty 2839.932737 = -681547.307587
  nChanged 147
		SP:Iteration 14Q (70305.890000 sec): 3 clusters
  Score: Raw -684483.222342 + Penalty 2839.932737 = -681643.289605
  nChanged 120
		SP:Iteration 15Q (70306.080000 sec): 3 clusters
  Score: Raw -684587.441583 + Penalty 2839.932737 = -681747.508845
  nChanged 91
		SP:Iteration 16Q (70306.240000 sec): 3 clusters
  Score: Raw -684657.971543 + Penalty 2839.932737 = -681818.038806
  nChanged 73
		SP:Iteration 17Q (70306.490000 sec): 3 clusters
  Score: Raw -684707.202133 + Penalty 2839.932737 = -681867.269395
  nChanged 44
		SP:Iteration 18Q (70306.660000 sec): 3 clusters
  Score: Raw -684742.546276 + Penalty 2839.932737 = -681902.613539
  nChanged 29
		SP:Iteration 19Q (70306.880000 sec): 3 clusters
  Score: Raw -684762.605525 + Penalty 2839.932737 = -681922.672788
  nChanged 24
		SP:Iteration 20F (70307.010000 sec): 3 clusters
  Score: Raw -684778.657506 + Penalty 2839.932737 = -681938.724768
  nChanged 22
		SP:Iteration 21Q (70307.220000 sec): 3 clusters
  Score: Raw -684794.264338 + Penalty 2839.932737 = -681954.331601
  nChanged 20
		SP:Iteration 22Q (70307.370000 sec): 3 clusters
  Score: Raw -684812.194870 + Penalty 2839.932737 = -681972.262133
  nChanged 17
		SP:Iteration 23Q (70307.540000 sec): 3 clusters
  Score: Raw -684827.940582 + Penalty 2839.932737 = -681988.007845
  nChanged 22
		SP:Iteration 24Q (70307.730000 sec): 3 clusters
  Score: Raw -684849.375494 + Penalty 2839.932737 = -682009.442757
  nChanged 26
		SP:Iteration 25Q (70307.960000 sec): 3 clusters
  Score: Raw -684870.276896 + Penalty 2839.932737 = -682030.344159
  nChanged 21
		SP:Iteration 26Q (70308.150000 sec): 3 clusters
  Score: Raw -684883.202421 + Penalty 2839.932737 = -682043.269684
  nChanged 9
		SP:Iteration 27Q (70308.330000 sec): 3 clusters
  Score: Raw -684889.572146 + Penalty 2839.932737 = -682049.639409
  nChanged 6
		SP:Iteration 28Q (70308.530000 sec): 3 clusters
  Score: Raw -684893.657222 + Penalty 2839.932737 = -682053.724485
  nChanged 9
		SP:Iteration 29Q (70308.700000 sec): 3 clusters
  Score: Raw -684899.436268 + Penalty 2839.932737 = -682059.503531
  nChanged 3
		SP:Iteration 30Q (70308.840000 sec): 3 clusters
  Score: Raw -684901.604072 + Penalty 2839.932737 = -682061.671335
  nChanged 0
		SP:Iteration 31F (70309.090000 sec): 3 clusters
  Score: Raw -684901.604072 + Penalty 2839.932737 = -682061.671335
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70309.160000 sec): 2 clusters
  Score: Raw -325433.364446 + Penalty 1321.707955 = -324111.656491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70309.350000 sec): 3 clusters
  Score: Raw -323810.387896 + Penalty 2643.415911 = -321166.971985
  nChanged 1369
		SP:Iteration 1F (70309.520000 sec): 3 clusters
  Score: Raw -324780.361506 + Penalty 2643.415911 = -322136.945595
  nChanged 339
		SP:Iteration 2F (70309.720000 sec): 3 clusters
  Score: Raw -325072.770020 + Penalty 2643.415911 = -322429.354110
  nChanged 242
		SP:Iteration 3F (70309.910000 sec): 3 clusters
  Score: Raw -325283.321895 + Penalty 2643.415911 = -322639.905984
  nChanged 195
		SP:Iteration 4F (70310.040000 sec): 3 clusters
  Score: Raw -325510.532248 + Penalty 2643.415911 = -322867.116338
  nChanged 192
		SP:Iteration 5F (70310.180000 sec): 3 clusters
  Score: Raw -325730.526412 + Penalty 2643.415911 = -323087.110501
  nChanged 195
		SP:Iteration 6F (70310.300000 sec): 3 clusters
  Score: Raw -325907.666792 + Penalty 2643.415911 = -323264.250881
  nChanged 147
		SP:Iteration 7Q (70310.480000 sec): 3 clusters
  Score: Raw -326027.934885 + Penalty 2643.415911 = -323384.518974
  nChanged 110
		SP:Iteration 8Q (70310.670000 sec): 3 clusters
  Score: Raw -326101.458452 + Penalty 2643.415911 = -323458.042541
  nChanged 77
		SP:Iteration 9Q (70310.840000 sec): 3 clusters
  Score: Raw -326150.741712 + Penalty 2643.415911 = -323507.325801
  nChanged 68
		SP:Iteration 10Q (70311.000000 sec): 3 clusters
  Score: Raw -326191.054254 + Penalty 2643.415911 = -323547.638344
  nChanged 55
		SP:Iteration 11Q (70311.110000 sec): 3 clusters
  Score: Raw -326220.151776 + Penalty 2643.415911 = -323576.735865
  nChanged 44
		SP:Iteration 12Q (70311.290000 sec): 3 clusters
  Score: Raw -326255.845672 + Penalty 2643.415911 = -323612.429761
  nChanged 32
		SP:Iteration 13Q (70311.440000 sec): 3 clusters
  Score: Raw -326278.184456 + Penalty 2643.415911 = -323634.768545
  nChanged 35
		SP:Iteration 14Q (70311.630000 sec): 3 clusters
  Score: Raw -326297.393067 + Penalty 2643.415911 = -323653.977156
  nChanged 32
		SP:Iteration 15Q (70311.810000 sec): 3 clusters
  Score: Raw -326313.252756 + Penalty 2643.415911 = -323669.836845
  nChanged 36
		SP:Iteration 16Q (70311.970000 sec): 3 clusters
  Score: Raw -326327.717180 + Penalty 2643.415911 = -323684.301269
  nChanged 23
		SP:Iteration 17Q (70312.140000 sec): 3 clusters
  Score: Raw -326338.012061 + Penalty 2643.415911 = -323694.596150
  nChanged 25
		SP:Iteration 18Q (70312.300000 sec): 3 clusters
  Score: Raw -326346.087143 + Penalty 2643.415911 = -323702.671232
  nChanged 19
		SP:Iteration 19Q (70312.510000 sec): 3 clusters
  Score: Raw -326351.024213 + Penalty 2643.415911 = -323707.608303
  nChanged 13
		SP:Iteration 20F (70312.710000 sec): 3 clusters
  Score: Raw -326354.515771 + Penalty 2643.415911 = -323711.099860
  nChanged 10
		SP:Iteration 21Q (70312.870000 sec): 3 clusters
  Score: Raw -326357.261112 + Penalty 2643.415911 = -323713.845201
  nChanged 9
		SP:Iteration 22Q (70313.050000 sec): 3 clusters
  Score: Raw -326360.082423 + Penalty 2643.415911 = -323716.666513
  nChanged 7
		SP:Iteration 23Q (70313.270000 sec): 3 clusters
  Score: Raw -326361.515418 + Penalty 2643.415911 = -323718.099507
  nChanged 10
		SP:Iteration 24Q (70313.420000 sec): 3 clusters
  Score: Raw -326364.304295 + Penalty 2643.415911 = -323720.888385
  nChanged 8
		SP:Iteration 25Q (70313.610000 sec): 3 clusters
  Score: Raw -326366.703670 + Penalty 2643.415911 = -323723.287759
  nChanged 6
		SP:Iteration 26Q (70313.790000 sec): 3 clusters
  Score: Raw -326368.851083 + Penalty 2643.415911 = -323725.435172
  nChanged 3
		SP:Iteration 27Q (70313.920000 sec): 3 clusters
  Score: Raw -326369.636444 + Penalty 2643.415911 = -323726.220533
  nChanged 2
		SP:Iteration 28Q (70314.120000 sec): 3 clusters
  Score: Raw -326369.982955 + Penalty 2643.415911 = -323726.567045
  nChanged 0
		SP:Iteration 29F (70314.280000 sec): 3 clusters
  Score: Raw -326369.982955 + Penalty 2643.415911 = -323726.567045
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70314.390000 sec): 2 clusters
  Score: Raw -297918.739405 + Penalty 1291.899357 = -296626.840048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70314.540000 sec): 3 clusters
  Score: Raw -296590.327986 + Penalty 2583.798713 = -294006.529273
  nChanged 1076
		SP:Iteration 1F (70314.720000 sec): 3 clusters
  Score: Raw -297280.044989 + Penalty 2583.798713 = -294696.246275
  nChanged 250
		SP:Iteration 2F (70314.910000 sec): 3 clusters
  Score: Raw -297445.583347 + Penalty 2583.798713 = -294861.784634
  nChanged 164
		SP:Iteration 3F (70315.070000 sec): 3 clusters
  Score: Raw -297548.048849 + Penalty 2583.798713 = -294964.250135
  nChanged 130
		SP:Iteration 4Q (70315.240000 sec): 3 clusters
  Score: Raw -297630.058114 + Penalty 2583.798713 = -295046.259401
  nChanged 82
		SP:Iteration 5Q (70315.380000 sec): 3 clusters
  Score: Raw -297681.846588 + Penalty 2583.798713 = -295098.047875
  nChanged 69
		SP:Iteration 6Q (70315.550000 sec): 3 clusters
  Score: Raw -297715.748687 + Penalty 2583.798713 = -295131.949973
  nChanged 48
		SP:Iteration 7Q (70315.720000 sec): 3 clusters
  Score: Raw -297740.788391 + Penalty 2583.798713 = -295156.989678
  nChanged 57
		SP:Iteration 8Q (70315.880000 sec): 3 clusters
  Score: Raw -297772.385968 + Penalty 2583.798713 = -295188.587254
  nChanged 47
		SP:Iteration 9Q (70316.080000 sec): 3 clusters
  Score: Raw -297803.561614 + Penalty 2583.798713 = -295219.762900
  nChanged 55
		SP:Iteration 10Q (70316.240000 sec): 3 clusters
  Score: Raw -297827.042642 + Penalty 2583.798713 = -295243.243928
  nChanged 40
		SP:Iteration 11Q (70316.410000 sec): 3 clusters
  Score: Raw -297845.920604 + Penalty 2583.798713 = -295262.121891
  nChanged 45
		SP:Iteration 12Q (70316.560000 sec): 3 clusters
  Score: Raw -297869.148994 + Penalty 2583.798713 = -295285.350280
  nChanged 42
		SP:Iteration 13Q (70316.690000 sec): 3 clusters
  Score: Raw -297892.818089 + Penalty 2583.798713 = -295309.019376
  nChanged 36
		SP:Iteration 14Q (70316.840000 sec): 3 clusters
  Score: Raw -297909.828554 + Penalty 2583.798713 = -295326.029841
  nChanged 29
		SP:Iteration 15Q (70316.930000 sec): 3 clusters
  Score: Raw -297922.221014 + Penalty 2583.798713 = -295338.422301
  nChanged 20
		SP:Iteration 16Q (70317.040000 sec): 3 clusters
  Score: Raw -297932.093919 + Penalty 2583.798713 = -295348.295206
  nChanged 14
		SP:Iteration 17Q (70317.130000 sec): 3 clusters
  Score: Raw -297938.289474 + Penalty 2583.798713 = -295354.490760
  nChanged 13
		SP:Iteration 18Q (70317.230000 sec): 3 clusters
  Score: Raw -297942.878077 + Penalty 2583.798713 = -295359.079364
  nChanged 17
		SP:Iteration 19Q (70317.330000 sec): 3 clusters
  Score: Raw -297951.313099 + Penalty 2583.798713 = -295367.514386
  nChanged 24
		SP:Iteration 20F (70317.440000 sec): 3 clusters
  Score: Raw -297963.462780 + Penalty 2583.798713 = -295379.664067
  nChanged 26
		SP:Iteration 21Q (70317.590000 sec): 3 clusters
  Score: Raw -297978.014604 + Penalty 2583.798713 = -295394.215891
  nChanged 24
		SP:Iteration 22Q (70317.700000 sec): 3 clusters
  Score: Raw -297992.989768 + Penalty 2583.798713 = -295409.191054
  nChanged 34
		SP:Iteration 23Q (70317.860000 sec): 3 clusters
  Score: Raw -298015.596811 + Penalty 2583.798713 = -295431.798097
  nChanged 31
		SP:Iteration 24Q (70318.000000 sec): 3 clusters
  Score: Raw -298030.085697 + Penalty 2583.798713 = -295446.286983
  nChanged 29
		SP:Iteration 25Q (70318.160000 sec): 3 clusters
  Score: Raw -298044.179579 + Penalty 2583.798713 = -295460.380865
  nChanged 28
		SP:Iteration 26Q (70318.350000 sec): 3 clusters
  Score: Raw -298063.685334 + Penalty 2583.798713 = -295479.886621
  nChanged 28
		SP:Iteration 27Q (70318.500000 sec): 3 clusters
  Score: Raw -298078.569799 + Penalty 2583.798713 = -295494.771085
  nChanged 20
		SP:Iteration 28Q (70318.730000 sec): 3 clusters
  Score: Raw -298088.489089 + Penalty 2583.798713 = -295504.690375
  nChanged 22
		SP:Iteration 29Q (70318.910000 sec): 3 clusters
  Score: Raw -298101.866295 + Penalty 2583.798713 = -295518.067581
  nChanged 22
		SP:Iteration 30Q (70319.070000 sec): 3 clusters
  Score: Raw -298114.423725 + Penalty 2583.798713 = -295530.625012
  nChanged 27
		SP:Iteration 31Q (70319.250000 sec): 3 clusters
  Score: Raw -298132.559208 + Penalty 2583.798713 = -295548.760494
  nChanged 33
		SP:Iteration 32Q (70319.430000 sec): 3 clusters
  Score: Raw -298154.746803 + Penalty 2583.798713 = -295570.948090
  nChanged 32
		SP:Iteration 33Q (70319.610000 sec): 3 clusters
  Score: Raw -298175.669260 + Penalty 2583.798713 = -295591.870546
  nChanged 41
		SP:Iteration 34Q (70319.780000 sec): 3 clusters
  Score: Raw -298200.112705 + Penalty 2583.798713 = -295616.313991
  nChanged 41
		SP:Iteration 35Q (70319.910000 sec): 3 clusters
  Score: Raw -298222.050476 + Penalty 2583.798713 = -295638.251762
  nChanged 39
		SP:Iteration 36Q (70320.080000 sec): 3 clusters
  Score: Raw -298245.310865 + Penalty 2583.798713 = -295661.512152
  nChanged 47
		SP:Iteration 37Q (70320.220000 sec): 3 clusters
  Score: Raw -298283.650169 + Penalty 2583.798713 = -295699.851456
  nChanged 43
		SP:Iteration 38Q (70320.350000 sec): 3 clusters
  Score: Raw -298323.228135 + Penalty 2583.798713 = -295739.429422
  nChanged 41
		SP:Iteration 39Q (70320.480000 sec): 3 clusters
  Score: Raw -298359.422892 + Penalty 2583.798713 = -295775.624179
  nChanged 49
		SP:Iteration 40F (70320.650000 sec): 3 clusters
  Score: Raw -298408.749444 + Penalty 2583.798713 = -295824.950730
  nChanged 50
		SP:Iteration 41Q (70320.850000 sec): 3 clusters
  Score: Raw -298448.045633 + Penalty 2583.798713 = -295864.246920
  nChanged 42
		SP:Iteration 42Q (70321.040000 sec): 3 clusters
  Score: Raw -298474.559224 + Penalty 2583.798713 = -295890.760510
  nChanged 33
		SP:Iteration 43Q (70321.180000 sec): 3 clusters
  Score: Raw -298492.182604 + Penalty 2583.798713 = -295908.383891
  nChanged 23
		SP:Iteration 44Q (70321.310000 sec): 3 clusters
  Score: Raw -298503.247868 + Penalty 2583.798713 = -295919.449154
  nChanged 14
		SP:Iteration 45Q (70321.490000 sec): 3 clusters
  Score: Raw -298508.761109 + Penalty 2583.798713 = -295924.962396
  nChanged 8
		SP:Iteration 46Q (70321.630000 sec): 3 clusters
  Score: Raw -298511.889021 + Penalty 2583.798713 = -295928.090308
  nChanged 12
		SP:Iteration 47Q (70321.730000 sec): 3 clusters
  Score: Raw -298516.755257 + Penalty 2583.798713 = -295932.956543
  nChanged 4
		SP:Iteration 48Q (70321.870000 sec): 3 clusters
  Score: Raw -298518.261310 + Penalty 2583.798713 = -295934.462597
  nChanged 2
		SP:Iteration 49Q (70321.960000 sec): 3 clusters
  Score: Raw -298519.404561 + Penalty 2583.798713 = -295935.605847
  nChanged 1
		SP:Iteration 50Q (70322.080000 sec): 3 clusters
  Score: Raw -298519.915513 + Penalty 2583.798713 = -295936.116800
  nChanged 1
		SP:Iteration 51Q (70322.210000 sec): 3 clusters
  Score: Raw -298521.575109 + Penalty 2583.798713 = -295937.776396
  nChanged 1
		SP:Iteration 52Q (70322.360000 sec): 3 clusters
  Score: Raw -298521.804128 + Penalty 2583.798713 = -295938.005415
  nChanged 1
		SP:Iteration 53Q (70322.550000 sec): 3 clusters
  Score: Raw -298521.951748 + Penalty 2583.798713 = -295938.153035
  nChanged 0
		SP:Iteration 54F (70322.680000 sec): 3 clusters
  Score: Raw -298521.951748 + Penalty 2583.798713 = -295938.153035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70322.770000 sec): 2 clusters
  Score: Raw -84328.908264 + Penalty 1094.757131 = -83234.151133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70322.910000 sec): 3 clusters
  Score: Raw -84146.823629 + Penalty 2189.514261 = -81957.309368
  nChanged 248
		SP:Iteration 1F (70323.010000 sec): 3 clusters
  Score: Raw -84419.056689 + Penalty 2189.514261 = -82229.542428
  nChanged 62
		SP:Iteration 2F (70323.100000 sec): 3 clusters
  Score: Raw -84500.191833 + Penalty 2189.514261 = -82310.677572
  nChanged 47
		SP:Iteration 3F (70323.270000 sec): 3 clusters
  Score: Raw -84561.854910 + Penalty 2189.514261 = -82372.340648
  nChanged 47
		SP:Iteration 4F (70323.410000 sec): 3 clusters
  Score: Raw -84630.981656 + Penalty 2189.514261 = -82441.467394
  nChanged 37
		SP:Iteration 5Q (70323.510000 sec): 3 clusters
  Score: Raw -84689.366830 + Penalty 2189.514261 = -82499.852569
  nChanged 37
		SP:Iteration 6Q (70323.620000 sec): 3 clusters
  Score: Raw -84759.921059 + Penalty 2189.514261 = -82570.406798
  nChanged 38
		SP:Iteration 7Q (70323.810000 sec): 3 clusters
  Score: Raw -84864.981704 + Penalty 2189.514261 = -82675.467443
  nChanged 33
		SP:Iteration 8Q (70323.970000 sec): 3 clusters
  Score: Raw -84913.848230 + Penalty 2189.514261 = -82724.333969
  nChanged 18
		SP:Iteration 9Q (70324.180000 sec): 3 clusters
  Score: Raw -84957.090884 + Penalty 2189.514261 = -82767.576623
  nChanged 17
		SP:Iteration 10Q (70324.320000 sec): 3 clusters
  Score: Raw -84979.708856 + Penalty 2189.514261 = -82790.194595
  nChanged 6
		SP:Iteration 11Q (70324.420000 sec): 3 clusters
  Score: Raw -84986.522061 + Penalty 2189.514261 = -82797.007800
  nChanged 4
		SP:Iteration 12Q (70324.550000 sec): 3 clusters
  Score: Raw -84991.904381 + Penalty 2189.514261 = -82802.390120
  nChanged 4
		SP:Iteration 13Q (70324.700000 sec): 3 clusters
  Score: Raw -84997.090945 + Penalty 2189.514261 = -82807.576683
  nChanged 2
		SP:Iteration 14Q (70324.800000 sec): 3 clusters
  Score: Raw -84999.014938 + Penalty 2189.514261 = -82809.500676
  nChanged 1
		SP:Iteration 15Q (70324.900000 sec): 3 clusters
  Score: Raw -84999.776414 + Penalty 2189.514261 = -82810.262152
  nChanged 0
		SP:Iteration 16F (70325.040000 sec): 3 clusters
  Score: Raw -85008.792445 + Penalty 2189.514261 = -82819.278183
  nChanged 3
		SP:Iteration 17Q (70325.140000 sec): 3 clusters
  Score: Raw -85089.963295 + Penalty 2189.514261 = -82900.449033
  nChanged 8
		SP:Iteration 18Q (70325.280000 sec): 3 clusters
  Score: Raw -85124.061607 + Penalty 2189.514261 = -82934.547346
  nChanged 9
		SP:Iteration 19Q (70325.420000 sec): 3 clusters
  Score: Raw -85139.193009 + Penalty 2189.514261 = -82949.678748
  nChanged 2
		SP:Iteration 20F (70325.560000 sec): 3 clusters
  Score: Raw -85143.251429 + Penalty 2189.514261 = -82953.737168
  nChanged 2
		SP:Iteration 21Q (70325.660000 sec): 3 clusters
  Score: Raw -85146.093851 + Penalty 2189.514261 = -82956.579589
  nChanged 1
		SP:Iteration 22Q (70325.820000 sec): 3 clusters
  Score: Raw -85146.975815 + Penalty 2189.514261 = -82957.461554
  nChanged 0
		SP:Iteration 23F (70326.020000 sec): 3 clusters
  Score: Raw -85146.975815 + Penalty 2189.514261 = -82957.461554
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70326.100000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70326.260000 sec): 3 clusters
  Score: Raw -545847.222525 + Penalty 2767.241687 = -543079.980838
  nChanged 2008
		SP:Iteration 1F (70326.480000 sec): 3 clusters
  Score: Raw -547073.629965 + Penalty 2767.241687 = -544306.388278
  nChanged 376
		SP:Iteration 2F (70326.610000 sec): 3 clusters
  Score: Raw -547306.717712 + Penalty 2767.241687 = -544539.476025
  nChanged 305
		SP:Iteration 3F (70326.770000 sec): 3 clusters
  Score: Raw -547518.732402 + Penalty 2767.241687 = -544751.490715
  nChanged 282
		SP:Iteration 4F (70326.950000 sec): 3 clusters
  Score: Raw -547723.456318 + Penalty 2767.241687 = -544956.214632
  nChanged 287
		SP:Iteration 5F (70327.140000 sec): 3 clusters
  Score: Raw -547945.788500 + Penalty 2767.241687 = -545178.546813
  nChanged 245
		SP:Iteration 6Q (70327.290000 sec): 3 clusters
  Score: Raw -548134.308185 + Penalty 2767.241687 = -545367.066498
  nChanged 235
		SP:Iteration 7Q (70327.440000 sec): 3 clusters
  Score: Raw -548294.121560 + Penalty 2767.241687 = -545526.879873
  nChanged 166
		SP:Iteration 8Q (70327.600000 sec): 3 clusters
  Score: Raw -548385.487766 + Penalty 2767.241687 = -545618.246080
  nChanged 110
		SP:Iteration 9Q (70327.800000 sec): 3 clusters
  Score: Raw -548443.431484 + Penalty 2767.241687 = -545676.189797
  nChanged 86
		SP:Iteration 10Q (70327.940000 sec): 3 clusters
  Score: Raw -548484.841716 + Penalty 2767.241687 = -545717.600029
  nChanged 75
		SP:Iteration 11Q (70328.140000 sec): 3 clusters
  Score: Raw -548524.262400 + Penalty 2767.241687 = -545757.020713
  nChanged 63
		SP:Iteration 12Q (70328.370000 sec): 3 clusters
  Score: Raw -548557.768575 + Penalty 2767.241687 = -545790.526888
  nChanged 48
		SP:Iteration 13Q (70328.540000 sec): 3 clusters
  Score: Raw -548577.338782 + Penalty 2767.241687 = -545810.097095
  nChanged 40
		SP:Iteration 14Q (70328.710000 sec): 3 clusters
  Score: Raw -548595.776307 + Penalty 2767.241687 = -545828.534621
  nChanged 31
		SP:Iteration 15Q (70328.910000 sec): 3 clusters
  Score: Raw -548607.940102 + Penalty 2767.241687 = -545840.698415
  nChanged 23
		SP:Iteration 16Q (70329.110000 sec): 3 clusters
  Score: Raw -548616.156051 + Penalty 2767.241687 = -545848.914364
  nChanged 22
		SP:Iteration 17Q (70329.320000 sec): 3 clusters
  Score: Raw -548624.742976 + Penalty 2767.241687 = -545857.501290
  nChanged 23
		SP:Iteration 18Q (70329.430000 sec): 3 clusters
  Score: Raw -548634.003470 + Penalty 2767.241687 = -545866.761783
  nChanged 13
		SP:Iteration 19Q (70329.610000 sec): 3 clusters
  Score: Raw -548639.867059 + Penalty 2767.241687 = -545872.625372
  nChanged 19
		SP:Iteration 20F (70329.810000 sec): 3 clusters
  Score: Raw -548647.114386 + Penalty 2767.241687 = -545879.872699
  nChanged 15
		SP:Iteration 21Q (70330.020000 sec): 3 clusters
  Score: Raw -548654.963176 + Penalty 2767.241687 = -545887.721489
  nChanged 19
		SP:Iteration 22Q (70330.220000 sec): 3 clusters
  Score: Raw -548663.505913 + Penalty 2767.241687 = -545896.264226
  nChanged 18
		SP:Iteration 23Q (70330.380000 sec): 3 clusters
  Score: Raw -548670.804943 + Penalty 2767.241687 = -545903.563257
  nChanged 17
		SP:Iteration 24Q (70330.550000 sec): 3 clusters
  Score: Raw -548676.706114 + Penalty 2767.241687 = -545909.464427
  nChanged 14
		SP:Iteration 25Q (70330.760000 sec): 3 clusters
  Score: Raw -548683.002080 + Penalty 2767.241687 = -545915.760393
  nChanged 13
		SP:Iteration 26Q (70330.960000 sec): 3 clusters
  Score: Raw -548687.892911 + Penalty 2767.241687 = -545920.651224
  nChanged 9
		SP:Iteration 27Q (70331.130000 sec): 3 clusters
  Score: Raw -548691.057283 + Penalty 2767.241687 = -545923.815596
  nChanged 9
		SP:Iteration 28Q (70331.360000 sec): 3 clusters
  Score: Raw -548693.655880 + Penalty 2767.241687 = -545926.414193
  nChanged 8
		SP:Iteration 29Q (70331.550000 sec): 3 clusters
  Score: Raw -548695.696065 + Penalty 2767.241687 = -545928.454378
  nChanged 4
		SP:Iteration 30Q (70331.750000 sec): 3 clusters
  Score: Raw -548696.790172 + Penalty 2767.241687 = -545929.548485
  nChanged 5
		SP:Iteration 31Q (70331.950000 sec): 3 clusters
  Score: Raw -548697.923061 + Penalty 2767.241687 = -545930.681374
  nChanged 2
		SP:Iteration 32Q (70332.070000 sec): 3 clusters
  Score: Raw -548698.329926 + Penalty 2767.241687 = -545931.088239
  nChanged 2
		SP:Iteration 33Q (70332.260000 sec): 3 clusters
  Score: Raw -548699.040739 + Penalty 2767.241687 = -545931.799052
  nChanged 1
		SP:Iteration 34Q (70332.400000 sec): 3 clusters
  Score: Raw -548699.257525 + Penalty 2767.241687 = -545932.015839
  nChanged 0
		SP:Iteration 35F (70332.590000 sec): 3 clusters
  Score: Raw -548699.257525 + Penalty 2767.241687 = -545932.015839
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70332.710000 sec): 2 clusters
  Score: Raw -1072657.297344 + Penalty 1493.231470 = -1071164.065875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70332.950000 sec): 3 clusters
  Score: Raw -1067164.396582 + Penalty 2986.462939 = -1064177.933643
  nChanged 4231
		SP:Iteration 1F (70333.170000 sec): 3 clusters
  Score: Raw -1069452.883193 + Penalty 2986.462939 = -1066466.420254
  nChanged 589
		SP:Iteration 2F (70333.370000 sec): 3 clusters
  Score: Raw -1069731.383301 + Penalty 2986.462939 = -1066744.920362
  nChanged 531
		SP:Iteration 3F (70333.590000 sec): 3 clusters
  Score: Raw -1069951.797125 + Penalty 2986.462939 = -1066965.334186
  nChanged 444
		SP:Iteration 4Q (70333.790000 sec): 3 clusters
  Score: Raw -1070156.658065 + Penalty 2986.462939 = -1067170.195126
  nChanged 462
		SP:Iteration 5Q (70334.000000 sec): 3 clusters
  Score: Raw -1070402.067905 + Penalty 2986.462939 = -1067415.604966
  nChanged 498
		SP:Iteration 6F (70334.200000 sec): 3 clusters
  Score: Raw -1070710.512989 + Penalty 2986.462939 = -1067724.050050
  nChanged 537
		SP:Iteration 7F (70334.420000 sec): 3 clusters
  Score: Raw -1071084.576211 + Penalty 2986.462939 = -1068098.113272
  nChanged 526
		SP:Iteration 8F (70334.660000 sec): 3 clusters
  Score: Raw -1071471.183459 + Penalty 2986.462939 = -1068484.720519
  nChanged 488
		SP:Iteration 9Q (70334.900000 sec): 3 clusters
  Score: Raw -1071836.518771 + Penalty 2986.462939 = -1068850.055832
  nChanged 351
		SP:Iteration 10Q (70335.070000 sec): 3 clusters
  Score: Raw -1072104.228771 + Penalty 2986.462939 = -1069117.765832
  nChanged 275
		SP:Iteration 11Q (70335.280000 sec): 3 clusters
  Score: Raw -1072319.804682 + Penalty 2986.462939 = -1069333.341743
  nChanged 226
		SP:Iteration 12Q (70335.550000 sec): 3 clusters
  Score: Raw -1072495.061411 + Penalty 2986.462939 = -1069508.598472
  nChanged 171
		SP:Iteration 13Q (70335.760000 sec): 3 clusters
  Score: Raw -1072624.970554 + Penalty 2986.462939 = -1069638.507615
  nChanged 109
		SP:Iteration 14Q (70336.010000 sec): 3 clusters
  Score: Raw -1072708.815852 + Penalty 2986.462939 = -1069722.352912
  nChanged 84
		SP:Iteration 15Q (70336.220000 sec): 3 clusters
  Score: Raw -1072766.547829 + Penalty 2986.462939 = -1069780.084890
  nChanged 48
		SP:Iteration 16Q (70336.460000 sec): 3 clusters
  Score: Raw -1072799.818445 + Penalty 2986.462939 = -1069813.355506
  nChanged 30
		SP:Iteration 17Q (70336.630000 sec): 3 clusters
  Score: Raw -1072820.595519 + Penalty 2986.462939 = -1069834.132580
  nChanged 16
		SP:Iteration 18Q (70336.820000 sec): 3 clusters
  Score: Raw -1072833.362672 + Penalty 2986.462939 = -1069846.899733
  nChanged 21
		SP:Iteration 19Q (70337.040000 sec): 3 clusters
  Score: Raw -1072850.070215 + Penalty 2986.462939 = -1069863.607276
  nChanged 24
		SP:Iteration 20F (70337.250000 sec): 3 clusters
  Score: Raw -1072866.515071 + Penalty 2986.462939 = -1069880.052132
  nChanged 9
		SP:Iteration 21Q (70337.480000 sec): 3 clusters
  Score: Raw -1072872.783691 + Penalty 2986.462939 = -1069886.320752
  nChanged 9
		SP:Iteration 22Q (70337.720000 sec): 3 clusters
  Score: Raw -1072879.937153 + Penalty 2986.462939 = -1069893.474214
  nChanged 9
		SP:Iteration 23Q (70337.910000 sec): 3 clusters
  Score: Raw -1072884.713874 + Penalty 2986.462939 = -1069898.250935
  nChanged 6
		SP:Iteration 24Q (70338.100000 sec): 3 clusters
  Score: Raw -1072888.775000 + Penalty 2986.462939 = -1069902.312061
  nChanged 8
		SP:Iteration 25Q (70338.330000 sec): 3 clusters
  Score: Raw -1072894.394957 + Penalty 2986.462939 = -1069907.932018
  nChanged 11
		SP:Iteration 26Q (70338.490000 sec): 3 clusters
  Score: Raw -1072899.376165 + Penalty 2986.462939 = -1069912.913225
  nChanged 8
		SP:Iteration 27Q (70338.690000 sec): 3 clusters
  Score: Raw -1072903.863983 + Penalty 2986.462939 = -1069917.401044
  nChanged 6
		SP:Iteration 28Q (70338.940000 sec): 3 clusters
  Score: Raw -1072906.931673 + Penalty 2986.462939 = -1069920.468734
  nChanged 4
		SP:Iteration 29Q (70339.150000 sec): 3 clusters
  Score: Raw -1072908.926182 + Penalty 2986.462939 = -1069922.463243
  nChanged 0
		SP:Iteration 30F (70339.340000 sec): 3 clusters
  Score: Raw -1072908.926182 + Penalty 2986.462939 = -1069922.463243
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70339.550000 sec): 2 clusters
  Score: Raw -3019057.913867 + Penalty 1660.473473 = -3017397.440394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70339.930000 sec): 3 clusters
  Score: Raw -3002280.154461 + Penalty 3320.946945 = -2998959.207516
  nChanged 12628
		SP:Iteration 1F (70340.250000 sec): 3 clusters
  Score: Raw -3009620.518304 + Penalty 3320.946945 = -3006299.571359
  nChanged 1463
		SP:Iteration 2F (70340.530000 sec): 3 clusters
  Score: Raw -3010189.653019 + Penalty 3320.946945 = -3006868.706074
  nChanged 1353
		SP:Iteration 3Q (70340.830000 sec): 3 clusters
  Score: Raw -3010743.480324 + Penalty 3320.946945 = -3007422.533379
  nChanged 1368
		SP:Iteration 4Q (70341.120000 sec): 3 clusters
  Score: Raw -3011417.326979 + Penalty 3320.946945 = -3008096.380034
  nChanged 1469
		SP:Iteration 5F (70341.440000 sec): 3 clusters
  Score: Raw -3012252.758970 + Penalty 3320.946945 = -3008931.812025
  nChanged 1624
		SP:Iteration 6F (70341.730000 sec): 3 clusters
  Score: Raw -3013337.031241 + Penalty 3320.946945 = -3010016.084296
  nChanged 1509
		SP:Iteration 7F (70342.050000 sec): 3 clusters
  Score: Raw -3014467.070846 + Penalty 3320.946945 = -3011146.123901
  nChanged 1352
		SP:Iteration 8Q (70342.420000 sec): 3 clusters
  Score: Raw -3015506.178878 + Penalty 3320.946945 = -3012185.231933
  nChanged 1078
		SP:Iteration 9Q (70342.770000 sec): 3 clusters
  Score: Raw -3016149.968792 + Penalty 3320.946945 = -3012829.021847
  nChanged 733
		SP:Iteration 10Q (70343.090000 sec): 3 clusters
  Score: Raw -3016479.297914 + Penalty 3320.946945 = -3013158.350969
  nChanged 532
		SP:Iteration 11Q (70343.400000 sec): 3 clusters
  Score: Raw -3016691.811728 + Penalty 3320.946945 = -3013370.864783
  nChanged 472
		SP:Iteration 12Q (70343.730000 sec): 3 clusters
  Score: Raw -3016867.197098 + Penalty 3320.946945 = -3013546.250153
  nChanged 428
		SP:Iteration 13Q (70344.020000 sec): 3 clusters
  Score: Raw -3017018.609844 + Penalty 3320.946945 = -3013697.662899
  nChanged 373
		SP:Iteration 14Q (70344.370000 sec): 3 clusters
  Score: Raw -3017156.156719 + Penalty 3320.946945 = -3013835.209774
  nChanged 382
		SP:Iteration 15Q (70344.700000 sec): 3 clusters
  Score: Raw -3017314.861779 + Penalty 3320.946945 = -3013993.914834
  nChanged 425
		SP:Iteration 16Q (70345.030000 sec): 3 clusters
  Score: Raw -3017492.760818 + Penalty 3320.946945 = -3014171.813873
  nChanged 379
		SP:Iteration 17Q (70345.350000 sec): 3 clusters
  Score: Raw -3017651.557180 + Penalty 3320.946945 = -3014330.610235
  nChanged 351
		SP:Iteration 18Q (70345.670000 sec): 3 clusters
  Score: Raw -3017798.174615 + Penalty 3320.946945 = -3014477.227670
  nChanged 332
		SP:Iteration 19Q (70346.030000 sec): 3 clusters
  Score: Raw -3017935.110908 + Penalty 3320.946945 = -3014614.163963
  nChanged 317
		SP:Iteration 20F (70346.270000 sec): 3 clusters
  Score: Raw -3018064.267680 + Penalty 3320.946945 = -3014743.320735
  nChanged 287
		SP:Iteration 21Q (70346.610000 sec): 3 clusters
  Score: Raw -3018181.163326 + Penalty 3320.946945 = -3014860.216381
  nChanged 250
		SP:Iteration 22Q (70346.910000 sec): 3 clusters
  Score: Raw -3018283.437727 + Penalty 3320.946945 = -3014962.490782
  nChanged 245
		SP:Iteration 23Q (70347.250000 sec): 3 clusters
  Score: Raw -3018387.380248 + Penalty 3320.946945 = -3015066.433303
  nChanged 236
		SP:Iteration 24Q (70347.560000 sec): 3 clusters
  Score: Raw -3018478.120637 + Penalty 3320.946945 = -3015157.173692
  nChanged 196
		SP:Iteration 25Q (70347.890000 sec): 3 clusters
  Score: Raw -3018549.442633 + Penalty 3320.946945 = -3015228.495688
  nChanged 177
		SP:Iteration 26Q (70348.180000 sec): 3 clusters
  Score: Raw -3018613.949929 + Penalty 3320.946945 = -3015293.002984
  nChanged 167
		SP:Iteration 27Q (70348.520000 sec): 3 clusters
  Score: Raw -3018680.416378 + Penalty 3320.946945 = -3015359.469433
  nChanged 148
		SP:Iteration 28Q (70348.820000 sec): 3 clusters
  Score: Raw -3018742.313720 + Penalty 3320.946945 = -3015421.366775
  nChanged 152
		SP:Iteration 29Q (70349.130000 sec): 3 clusters
  Score: Raw -3018811.559455 + Penalty 3320.946945 = -3015490.612510
  nChanged 134
		SP:Iteration 30Q (70349.480000 sec): 3 clusters
  Score: Raw -3018873.645009 + Penalty 3320.946945 = -3015552.698064
  nChanged 122
		SP:Iteration 31Q (70349.770000 sec): 3 clusters
  Score: Raw -3018928.363972 + Penalty 3320.946945 = -3015607.417027
  nChanged 100
		SP:Iteration 32Q (70350.080000 sec): 3 clusters
  Score: Raw -3018973.352552 + Penalty 3320.946945 = -3015652.405607
  nChanged 94
		SP:Iteration 33Q (70350.360000 sec): 3 clusters
  Score: Raw -3019014.077703 + Penalty 3320.946945 = -3015693.130758
  nChanged 82
		SP:Iteration 34Q (70350.690000 sec): 3 clusters
  Score: Raw -3019052.155983 + Penalty 3320.946945 = -3015731.209038
  nChanged 73
		SP:Iteration 35Q (70351.030000 sec): 3 clusters
  Score: Raw -3019088.298046 + Penalty 3320.946945 = -3015767.351101
  nChanged 67
		SP:Iteration 36Q (70351.350000 sec): 3 clusters
  Score: Raw -3019122.009674 + Penalty 3320.946945 = -3015801.062729
  nChanged 53
		SP:Iteration 37Q (70351.620000 sec): 3 clusters
  Score: Raw -3019141.912448 + Penalty 3320.946945 = -3015820.965503
  nChanged 33
		SP:Iteration 38Q (70351.970000 sec): 3 clusters
  Score: Raw -3019153.876023 + Penalty 3320.946945 = -3015832.929078
  nChanged 30
		SP:Iteration 39Q (70352.230000 sec): 3 clusters
  Score: Raw -3019165.673760 + Penalty 3320.946945 = -3015844.726815
  nChanged 21
		SP:Iteration 40F (70352.560000 sec): 3 clusters
  Score: Raw -3019171.455956 + Penalty 3320.946945 = -3015850.509011
  nChanged 13
		SP:Iteration 41Q (70352.870000 sec): 3 clusters
  Score: Raw -3019176.195594 + Penalty 3320.946945 = -3015855.248649
  nChanged 12
		SP:Iteration 42Q (70353.190000 sec): 3 clusters
  Score: Raw -3019180.458542 + Penalty 3320.946945 = -3015859.511597
  nChanged 16
		SP:Iteration 43Q (70353.510000 sec): 3 clusters
  Score: Raw -3019185.171543 + Penalty 3320.946945 = -3015864.224598
  nChanged 13
		SP:Iteration 44Q (70353.830000 sec): 3 clusters
  Score: Raw -3019189.825904 + Penalty 3320.946945 = -3015868.878959
  nChanged 14
		SP:Iteration 45Q (70354.170000 sec): 3 clusters
  Score: Raw -3019193.518661 + Penalty 3320.946945 = -3015872.571716
  nChanged 18
		SP:Iteration 46Q (70354.460000 sec): 3 clusters
  Score: Raw -3019199.206051 + Penalty 3320.946945 = -3015878.259106
  nChanged 12
		SP:Iteration 47Q (70354.770000 sec): 3 clusters
  Score: Raw -3019204.856879 + Penalty 3320.946945 = -3015883.909934
  nChanged 15
		SP:Iteration 48Q (70355.060000 sec): 3 clusters
  Score: Raw -3019210.875346 + Penalty 3320.946945 = -3015889.928401
  nChanged 10
		SP:Iteration 49Q (70355.390000 sec): 3 clusters
  Score: Raw -3019213.755701 + Penalty 3320.946945 = -3015892.808756
  nChanged 10
		SP:Iteration 50Q (70355.680000 sec): 3 clusters
  Score: Raw -3019218.314446 + Penalty 3320.946945 = -3015897.367501
  nChanged 16
		SP:Iteration 51Q (70355.990000 sec): 3 clusters
  Score: Raw -3019224.026992 + Penalty 3320.946945 = -3015903.080047
  nChanged 11
		SP:Iteration 52Q (70356.310000 sec): 3 clusters
  Score: Raw -3019226.722368 + Penalty 3320.946945 = -3015905.775423
  nChanged 4
		SP:Iteration 53Q (70356.620000 sec): 3 clusters
  Score: Raw -3019228.184122 + Penalty 3320.946945 = -3015907.237177
  nChanged 3
		SP:Iteration 54Q (70356.900000 sec): 3 clusters
  Score: Raw -3019228.868886 + Penalty 3320.946945 = -3015907.921941
  nChanged 4
		SP:Iteration 55Q (70357.170000 sec): 3 clusters
  Score: Raw -3019229.685596 + Penalty 3320.946945 = -3015908.738651
  nChanged 5
		SP:Iteration 56Q (70357.490000 sec): 3 clusters
  Score: Raw -3019231.468954 + Penalty 3320.946945 = -3015910.522009
  nChanged 3
		SP:Iteration 57Q (70357.770000 sec): 3 clusters
  Score: Raw -3019231.822676 + Penalty 3320.946945 = -3015910.875731
  nChanged 1
		SP:Iteration 58Q (70358.120000 sec): 3 clusters
  Score: Raw -3019232.136246 + Penalty 3320.946945 = -3015911.189301
  nChanged 3
		SP:Iteration 59Q (70358.420000 sec): 3 clusters
  Score: Raw -3019232.858937 + Penalty 3320.946945 = -3015911.911992
  nChanged 0
		SP:Iteration 60F (70358.750000 sec): 3 clusters
  Score: Raw -3019232.858937 + Penalty 3320.946945 = -3015911.911992
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (5008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70358.850000 sec): 2 clusters
  Score: Raw -526367.730177 + Penalty 1384.303686 = -524983.426491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70358.990000 sec): 3 clusters
  Score: Raw -523766.432187 + Penalty 2768.607372 = -520997.824815
  nChanged 2022
		SP:Iteration 1F (70359.190000 sec): 3 clusters
  Score: Raw -524852.470079 + Penalty 2768.607372 = -522083.862707
  nChanged 319
		SP:Iteration 2F (70359.340000 sec): 3 clusters
  Score: Raw -525027.199386 + Penalty 2768.607372 = -522258.592015
  nChanged 280
		SP:Iteration 3F (70359.510000 sec): 3 clusters
  Score: Raw -525164.712479 + Penalty 2768.607372 = -522396.105108
  nChanged 219
		SP:Iteration 4Q (70359.680000 sec): 3 clusters
  Score: Raw -525282.450661 + Penalty 2768.607372 = -522513.843290
  nChanged 199
		SP:Iteration 5Q (70359.870000 sec): 3 clusters
  Score: Raw -525408.343175 + Penalty 2768.607372 = -522639.735803
  nChanged 202
		SP:Iteration 6Q (70360.050000 sec): 3 clusters
  Score: Raw -525523.960831 + Penalty 2768.607372 = -522755.353460
  nChanged 180
		SP:Iteration 7Q (70360.240000 sec): 3 clusters
  Score: Raw -525621.947143 + Penalty 2768.607372 = -522853.339772
  nChanged 167
		SP:Iteration 8Q (70360.360000 sec): 3 clusters
  Score: Raw -525711.745102 + Penalty 2768.607372 = -522943.137730
  nChanged 159
		SP:Iteration 9Q (70360.570000 sec): 3 clusters
  Score: Raw -525797.829843 + Penalty 2768.607372 = -523029.222472
  nChanged 152
		SP:Iteration 10Q (70360.710000 sec): 3 clusters
  Score: Raw -525880.021793 + Penalty 2768.607372 = -523111.414421
  nChanged 155
		SP:Iteration 11Q (70360.890000 sec): 3 clusters
  Score: Raw -525969.950666 + Penalty 2768.607372 = -523201.343294
  nChanged 157
		SP:Iteration 12Q (70361.050000 sec): 3 clusters
  Score: Raw -526074.637347 + Penalty 2768.607372 = -523306.029976
  nChanged 172
		SP:Iteration 13Q (70361.220000 sec): 3 clusters
  Score: Raw -526184.299976 + Penalty 2768.607372 = -523415.692605
  nChanged 141
		SP:Iteration 14Q (70361.400000 sec): 3 clusters
  Score: Raw -526267.769957 + Penalty 2768.607372 = -523499.162585
  nChanged 132
		SP:Iteration 15Q (70361.550000 sec): 3 clusters
  Score: Raw -526333.233654 + Penalty 2768.607372 = -523564.626282
  nChanged 112
		SP:Iteration 16Q (70361.740000 sec): 3 clusters
  Score: Raw -526394.509678 + Penalty 2768.607372 = -523625.902306
  nChanged 95
		SP:Iteration 17Q (70361.900000 sec): 3 clusters
  Score: Raw -526443.367014 + Penalty 2768.607372 = -523674.759642
  nChanged 78
		SP:Iteration 18Q (70362.080000 sec): 3 clusters
  Score: Raw -526475.122418 + Penalty 2768.607372 = -523706.515046
  nChanged 50
		SP:Iteration 19Q (70362.220000 sec): 3 clusters
  Score: Raw -526493.909914 + Penalty 2768.607372 = -523725.302543
  nChanged 46
		SP:Iteration 20F (70362.360000 sec): 3 clusters
  Score: Raw -526512.044022 + Penalty 2768.607372 = -523743.436650
  nChanged 44
		SP:Iteration 21Q (70362.560000 sec): 3 clusters
  Score: Raw -526526.716701 + Penalty 2768.607372 = -523758.109330
  nChanged 38
		SP:Iteration 22Q (70362.700000 sec): 3 clusters
  Score: Raw -526539.341650 + Penalty 2768.607372 = -523770.734279
  nChanged 34
		SP:Iteration 23Q (70362.830000 sec): 3 clusters
  Score: Raw -526549.810735 + Penalty 2768.607372 = -523781.203363
  nChanged 32
		SP:Iteration 24Q (70362.980000 sec): 3 clusters
  Score: Raw -526560.873235 + Penalty 2768.607372 = -523792.265864
  nChanged 25
		SP:Iteration 25Q (70363.170000 sec): 3 clusters
  Score: Raw -526572.212183 + Penalty 2768.607372 = -523803.604811
  nChanged 27
		SP:Iteration 26Q (70363.290000 sec): 3 clusters
  Score: Raw -526581.948647 + Penalty 2768.607372 = -523813.341275
  nChanged 13
		SP:Iteration 27Q (70363.460000 sec): 3 clusters
  Score: Raw -526585.350897 + Penalty 2768.607372 = -523816.743526
  nChanged 9
		SP:Iteration 28Q (70363.590000 sec): 3 clusters
  Score: Raw -526587.415748 + Penalty 2768.607372 = -523818.808377
  nChanged 9
		SP:Iteration 29Q (70363.770000 sec): 3 clusters
  Score: Raw -526589.350494 + Penalty 2768.607372 = -523820.743123
  nChanged 12
		SP:Iteration 30Q (70363.910000 sec): 3 clusters
  Score: Raw -526593.077871 + Penalty 2768.607372 = -523824.470499
  nChanged 16
		SP:Iteration 31Q (70364.070000 sec): 3 clusters
  Score: Raw -526596.886971 + Penalty 2768.607372 = -523828.279599
  nChanged 14
		SP:Iteration 32Q (70364.230000 sec): 3 clusters
  Score: Raw -526600.448363 + Penalty 2768.607372 = -523831.840991
  nChanged 12
		SP:Iteration 33Q (70364.380000 sec): 3 clusters
  Score: Raw -526603.476588 + Penalty 2768.607372 = -523834.869217
  nChanged 8
		SP:Iteration 34Q (70364.550000 sec): 3 clusters
  Score: Raw -526605.234454 + Penalty 2768.607372 = -523836.627082
  nChanged 4
		SP:Iteration 35Q (70364.690000 sec): 3 clusters
  Score: Raw -526606.036045 + Penalty 2768.607372 = -523837.428674
  nChanged 2
		SP:Iteration 36Q (70364.830000 sec): 3 clusters
  Score: Raw -526606.313257 + Penalty 2768.607372 = -523837.705886
  nChanged 2
		SP:Iteration 37Q (70365.000000 sec): 3 clusters
  Score: Raw -526606.667030 + Penalty 2768.607372 = -523838.059659
  nChanged 4
		SP:Iteration 38Q (70365.150000 sec): 3 clusters
  Score: Raw -526607.429505 + Penalty 2768.607372 = -523838.822133
  nChanged 4
		SP:Iteration 39Q (70365.320000 sec): 3 clusters
  Score: Raw -526607.925609 + Penalty 2768.607372 = -523839.318237
  nChanged 4
		SP:Iteration 40F (70365.510000 sec): 3 clusters
  Score: Raw -526608.802810 + Penalty 2768.607372 = -523840.195438
  nChanged 4
		SP:Iteration 41Q (70365.690000 sec): 3 clusters
  Score: Raw -526609.379826 + Penalty 2768.607372 = -523840.772454
  nChanged 1
		SP:Iteration 42Q (70365.830000 sec): 3 clusters
  Score: Raw -526609.801064 + Penalty 2768.607372 = -523841.193693
  nChanged 3
		SP:Iteration 43Q (70365.950000 sec): 3 clusters
  Score: Raw -526610.139464 + Penalty 2768.607372 = -523841.532092
  nChanged 3
		SP:Iteration 44Q (70366.110000 sec): 3 clusters
  Score: Raw -526610.604715 + Penalty 2768.607372 = -523841.997344
  nChanged 2
		SP:Iteration 45Q (70366.300000 sec): 3 clusters
  Score: Raw -526610.892565 + Penalty 2768.607372 = -523842.285193
  nChanged 1
		SP:Iteration 46Q (70366.440000 sec): 3 clusters
  Score: Raw -526610.957967 + Penalty 2768.607372 = -523842.350595
  nChanged 1
		SP:Iteration 47Q (70366.630000 sec): 3 clusters
  Score: Raw -526611.234951 + Penalty 2768.607372 = -523842.627579
  nChanged 1
		SP:Iteration 48Q (70366.810000 sec): 3 clusters
  Score: Raw -526611.714444 + Penalty 2768.607372 = -523843.107072
  nChanged 2
		SP:Iteration 49Q (70366.990000 sec): 3 clusters
  Score: Raw -526612.142200 + Penalty 2768.607372 = -523843.534829
  nChanged 1
		SP:Iteration 50Q (70367.180000 sec): 3 clusters
  Score: Raw -526612.436635 + Penalty 2768.607372 = -523843.829264
  nChanged 0
		SP:Iteration 51F (70367.320000 sec): 3 clusters
  Score: Raw -526612.436635 + Penalty 2768.607372 = -523843.829264
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70367.430000 sec): 2 clusters
  Score: Raw -573240.662277 + Penalty 1388.278243 = -571852.384034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70367.650000 sec): 3 clusters
  Score: Raw -570518.861366 + Penalty 2776.556486 = -567742.304881
  nChanged 2120
		SP:Iteration 1F (70367.810000 sec): 3 clusters
  Score: Raw -571702.266899 + Penalty 2776.556486 = -568925.710413
  nChanged 342
		SP:Iteration 2F (70368.000000 sec): 3 clusters
  Score: Raw -571855.764235 + Penalty 2776.556486 = -569079.207749
  nChanged 226
		SP:Iteration 3Q (70368.160000 sec): 3 clusters
  Score: Raw -571953.995214 + Penalty 2776.556486 = -569177.438728
  nChanged 212
		SP:Iteration 4Q (70368.330000 sec): 3 clusters
  Score: Raw -572034.661777 + Penalty 2776.556486 = -569258.105291
  nChanged 153
		SP:Iteration 5Q (70368.520000 sec): 3 clusters
  Score: Raw -572093.067743 + Penalty 2776.556486 = -569316.511257
  nChanged 140
		SP:Iteration 6Q (70368.710000 sec): 3 clusters
  Score: Raw -572135.316136 + Penalty 2776.556486 = -569358.759651
  nChanged 100
		SP:Iteration 7Q (70368.900000 sec): 3 clusters
  Score: Raw -572168.548086 + Penalty 2776.556486 = -569391.991600
  nChanged 82
		SP:Iteration 8Q (70369.080000 sec): 3 clusters
  Score: Raw -572196.981408 + Penalty 2776.556486 = -569420.424923
  nChanged 77
		SP:Iteration 9Q (70369.280000 sec): 3 clusters
  Score: Raw -572219.755095 + Penalty 2776.556486 = -569443.198609
  nChanged 67
		SP:Iteration 10Q (70369.460000 sec): 3 clusters
  Score: Raw -572239.370638 + Penalty 2776.556486 = -569462.814152
  nChanged 61
		SP:Iteration 11Q (70369.610000 sec): 3 clusters
  Score: Raw -572256.115766 + Penalty 2776.556486 = -569479.559281
  nChanged 55
		SP:Iteration 12Q (70369.790000 sec): 3 clusters
  Score: Raw -572269.984435 + Penalty 2776.556486 = -569493.427950
  nChanged 49
		SP:Iteration 13Q (70369.990000 sec): 3 clusters
  Score: Raw -572283.957415 + Penalty 2776.556486 = -569507.400929
  nChanged 54
		SP:Iteration 14Q (70370.180000 sec): 3 clusters
  Score: Raw -572300.824985 + Penalty 2776.556486 = -569524.268499
  nChanged 60
		SP:Iteration 15Q (70370.400000 sec): 3 clusters
  Score: Raw -572322.212030 + Penalty 2776.556486 = -569545.655544
  nChanged 66
		SP:Iteration 16Q (70370.560000 sec): 3 clusters
  Score: Raw -572345.227803 + Penalty 2776.556486 = -569568.671317
  nChanged 79
		SP:Iteration 17Q (70370.760000 sec): 3 clusters
  Score: Raw -572377.536370 + Penalty 2776.556486 = -569600.979884
  nChanged 95
		SP:Iteration 18Q (70370.950000 sec): 3 clusters
  Score: Raw -572416.056117 + Penalty 2776.556486 = -569639.499631
  nChanged 100
		SP:Iteration 19Q (70371.100000 sec): 3 clusters
  Score: Raw -572457.362257 + Penalty 2776.556486 = -569680.805771
  nChanged 110
		SP:Iteration 20F (70371.290000 sec): 3 clusters
  Score: Raw -572505.012780 + Penalty 2776.556486 = -569728.456294
  nChanged 124
		SP:Iteration 21Q (70371.480000 sec): 3 clusters
  Score: Raw -572566.649439 + Penalty 2776.556486 = -569790.092954
  nChanged 138
		SP:Iteration 22Q (70371.630000 sec): 3 clusters
  Score: Raw -572632.792337 + Penalty 2776.556486 = -569856.235851
  nChanged 131
		SP:Iteration 23Q (70371.860000 sec): 3 clusters
  Score: Raw -572704.407661 + Penalty 2776.556486 = -569927.851175
  nChanged 127
		SP:Iteration 24Q (70372.030000 sec): 3 clusters
  Score: Raw -572780.631659 + Penalty 2776.556486 = -570004.075173
  nChanged 154
		SP:Iteration 25Q (70372.200000 sec): 3 clusters
  Score: Raw -572879.436546 + Penalty 2776.556486 = -570102.880060
  nChanged 138
		SP:Iteration 26Q (70372.380000 sec): 3 clusters
  Score: Raw -572974.296341 + Penalty 2776.556486 = -570197.739856
  nChanged 106
		SP:Iteration 27Q (70372.520000 sec): 3 clusters
  Score: Raw -573048.731231 + Penalty 2776.556486 = -570272.174745
  nChanged 98
		SP:Iteration 28Q (70372.680000 sec): 3 clusters
  Score: Raw -573121.083994 + Penalty 2776.556486 = -570344.527508
  nChanged 67
		SP:Iteration 29Q (70372.880000 sec): 3 clusters
  Score: Raw -573169.769412 + Penalty 2776.556486 = -570393.212926
  nChanged 58
		SP:Iteration 30Q (70373.050000 sec): 3 clusters
  Score: Raw -573204.123667 + Penalty 2776.556486 = -570427.567181
  nChanged 49
		SP:Iteration 31Q (70373.210000 sec): 3 clusters
  Score: Raw -573237.483670 + Penalty 2776.556486 = -570460.927184
  nChanged 35
		SP:Iteration 32Q (70373.380000 sec): 3 clusters
  Score: Raw -573262.652459 + Penalty 2776.556486 = -570486.095973
  nChanged 26
		SP:Iteration 33Q (70373.570000 sec): 3 clusters
  Score: Raw -573279.960699 + Penalty 2776.556486 = -570503.404213
  nChanged 24
		SP:Iteration 34Q (70373.770000 sec): 3 clusters
  Score: Raw -573297.629375 + Penalty 2776.556486 = -570521.072889
  nChanged 20
		SP:Iteration 35Q (70373.940000 sec): 3 clusters
  Score: Raw -573314.094340 + Penalty 2776.556486 = -570537.537855
  nChanged 12
		SP:Iteration 36Q (70374.090000 sec): 3 clusters
  Score: Raw -573323.891974 + Penalty 2776.556486 = -570547.335488
  nChanged 11
		SP:Iteration 37Q (70374.280000 sec): 3 clusters
  Score: Raw -573335.107013 + Penalty 2776.556486 = -570558.550527
  nChanged 15
		SP:Iteration 38Q (70374.420000 sec): 3 clusters
  Score: Raw -573345.712500 + Penalty 2776.556486 = -570569.156014
  nChanged 18
		SP:Iteration 39Q (70374.640000 sec): 3 clusters
  Score: Raw -573367.540702 + Penalty 2776.556486 = -570590.984216
  nChanged 19
		SP:Iteration 40F (70374.800000 sec): 3 clusters
  Score: Raw -573384.411143 + Penalty 2776.556486 = -570607.854658
  nChanged 18
		SP:Iteration 41Q (70375.010000 sec): 3 clusters
  Score: Raw -573403.365476 + Penalty 2776.556486 = -570626.808990
  nChanged 16
		SP:Iteration 42Q (70375.200000 sec): 3 clusters
  Score: Raw -573419.330247 + Penalty 2776.556486 = -570642.773761
  nChanged 9
		SP:Iteration 43Q (70375.340000 sec): 3 clusters
  Score: Raw -573425.745905 + Penalty 2776.556486 = -570649.189419
  nChanged 5
		SP:Iteration 44Q (70375.510000 sec): 3 clusters
  Score: Raw -573430.180034 + Penalty 2776.556486 = -570653.623548
  nChanged 2
		SP:Iteration 45Q (70375.690000 sec): 3 clusters
  Score: Raw -573431.871344 + Penalty 2776.556486 = -570655.314858
  nChanged 3
		SP:Iteration 46Q (70375.890000 sec): 3 clusters
  Score: Raw -573435.288744 + Penalty 2776.556486 = -570658.732258
  nChanged 3
		SP:Iteration 47Q (70376.100000 sec): 3 clusters
  Score: Raw -573438.425080 + Penalty 2776.556486 = -570661.868594
  nChanged 3
		SP:Iteration 48Q (70376.250000 sec): 3 clusters
  Score: Raw -573441.859425 + Penalty 2776.556486 = -570665.302939
  nChanged 2
		SP:Iteration 49Q (70376.440000 sec): 3 clusters
  Score: Raw -573445.026119 + Penalty 2776.556486 = -570668.469633
  nChanged 2
		SP:Iteration 50Q (70376.600000 sec): 3 clusters
  Score: Raw -573447.076090 + Penalty 2776.556486 = -570670.519604
  nChanged 2
		SP:Iteration 51Q (70376.810000 sec): 3 clusters
  Score: Raw -573449.552760 + Penalty 2776.556486 = -570672.996274
  nChanged 1
		SP:Iteration 52Q (70377.000000 sec): 3 clusters
  Score: Raw -573450.157672 + Penalty 2776.556486 = -570673.601187
  nChanged 1
		SP:Iteration 53Q (70377.180000 sec): 3 clusters
  Score: Raw -573451.081505 + Penalty 2776.556486 = -570674.525019
  nChanged 0
		SP:Iteration 54F (70377.360000 sec): 3 clusters
  Score: Raw -573451.081505 + Penalty 2776.556486 = -570674.525019
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70377.450000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70377.640000 sec): 3 clusters
  Score: Raw -363011.517616 + Penalty 2652.075560 = -360359.442056
  nChanged 1334
		SP:Iteration 1F (70377.840000 sec): 3 clusters
  Score: Raw -363916.515931 + Penalty 2652.075560 = -361264.440371
  nChanged 324
		SP:Iteration 2F (70378.000000 sec): 3 clusters
  Score: Raw -364270.612748 + Penalty 2652.075560 = -361618.537188
  nChanged 288
		SP:Iteration 3F (70378.160000 sec): 3 clusters
  Score: Raw -364574.493402 + Penalty 2652.075560 = -361922.417842
  nChanged 244
		SP:Iteration 4F (70378.330000 sec): 3 clusters
  Score: Raw -364810.557407 + Penalty 2652.075560 = -362158.481847
  nChanged 210
		SP:Iteration 5F (70378.510000 sec): 3 clusters
  Score: Raw -365010.160005 + Penalty 2652.075560 = -362358.084445
  nChanged 187
		SP:Iteration 6F (70378.670000 sec): 3 clusters
  Score: Raw -365200.430366 + Penalty 2652.075560 = -362548.354806
  nChanged 180
		SP:Iteration 7F (70378.880000 sec): 3 clusters
  Score: Raw -365360.850098 + Penalty 2652.075560 = -362708.774538
  nChanged 142
		SP:Iteration 8Q (70379.100000 sec): 3 clusters
  Score: Raw -365455.608992 + Penalty 2652.075560 = -362803.533432
  nChanged 95
		SP:Iteration 9Q (70379.260000 sec): 3 clusters
  Score: Raw -365502.459697 + Penalty 2652.075560 = -362850.384137
  nChanged 56
		SP:Iteration 10Q (70379.420000 sec): 3 clusters
  Score: Raw -365532.796260 + Penalty 2652.075560 = -362880.720700
  nChanged 44
		SP:Iteration 11Q (70379.630000 sec): 3 clusters
  Score: Raw -365549.116906 + Penalty 2652.075560 = -362897.041346
  nChanged 32
		SP:Iteration 12Q (70379.790000 sec): 3 clusters
  Score: Raw -365560.432113 + Penalty 2652.075560 = -362908.356553
  nChanged 23
		SP:Iteration 13Q (70379.980000 sec): 3 clusters
  Score: Raw -365567.530351 + Penalty 2652.075560 = -362915.454791
  nChanged 13
		SP:Iteration 14Q (70380.130000 sec): 3 clusters
  Score: Raw -365573.228415 + Penalty 2652.075560 = -362921.152855
  nChanged 18
		SP:Iteration 15Q (70380.330000 sec): 3 clusters
  Score: Raw -365582.473017 + Penalty 2652.075560 = -362930.397457
  nChanged 24
		SP:Iteration 16Q (70380.480000 sec): 3 clusters
  Score: Raw -365593.815204 + Penalty 2652.075560 = -362941.739644
  nChanged 22
		SP:Iteration 17Q (70380.680000 sec): 3 clusters
  Score: Raw -365603.514744 + Penalty 2652.075560 = -362951.439184
  nChanged 23
		SP:Iteration 18Q (70380.860000 sec): 3 clusters
  Score: Raw -365612.480999 + Penalty 2652.075560 = -362960.405439
  nChanged 21
		SP:Iteration 19Q (70381.030000 sec): 3 clusters
  Score: Raw -365619.964730 + Penalty 2652.075560 = -362967.889170
  nChanged 28
		SP:Iteration 20F (70381.220000 sec): 3 clusters
  Score: Raw -365632.305403 + Penalty 2652.075560 = -362980.229843
  nChanged 37
		SP:Iteration 21Q (70381.400000 sec): 3 clusters
  Score: Raw -365651.328364 + Penalty 2652.075560 = -362999.252804
  nChanged 29
		SP:Iteration 22Q (70381.560000 sec): 3 clusters
  Score: Raw -365662.833195 + Penalty 2652.075560 = -363010.757635
  nChanged 26
		SP:Iteration 23Q (70381.780000 sec): 3 clusters
  Score: Raw -365672.409327 + Penalty 2652.075560 = -363020.333767
  nChanged 29
		SP:Iteration 24Q (70381.930000 sec): 3 clusters
  Score: Raw -365685.204733 + Penalty 2652.075560 = -363033.129173
  nChanged 22
		SP:Iteration 25Q (70382.080000 sec): 3 clusters
  Score: Raw -365692.333663 + Penalty 2652.075560 = -363040.258103
  nChanged 15
		SP:Iteration 26Q (70382.240000 sec): 3 clusters
  Score: Raw -365696.919629 + Penalty 2652.075560 = -363044.844069
  nChanged 6
		SP:Iteration 27Q (70382.400000 sec): 3 clusters
  Score: Raw -365698.564050 + Penalty 2652.075560 = -363046.488490
  nChanged 8
		SP:Iteration 28Q (70382.550000 sec): 3 clusters
  Score: Raw -365701.289146 + Penalty 2652.075560 = -363049.213586
  nChanged 10
		SP:Iteration 29Q (70382.740000 sec): 3 clusters
  Score: Raw -365703.862885 + Penalty 2652.075560 = -363051.787325
  nChanged 7
		SP:Iteration 30Q (70382.910000 sec): 3 clusters
  Score: Raw -365706.390280 + Penalty 2652.075560 = -363054.314720
  nChanged 10
		SP:Iteration 31Q (70383.050000 sec): 3 clusters
  Score: Raw -365709.498099 + Penalty 2652.075560 = -363057.422539
  nChanged 7
		SP:Iteration 32Q (70383.210000 sec): 3 clusters
  Score: Raw -365711.420904 + Penalty 2652.075560 = -363059.345344
  nChanged 8
		SP:Iteration 33Q (70383.380000 sec): 3 clusters
  Score: Raw -365713.031617 + Penalty 2652.075560 = -363060.956057
  nChanged 6
		SP:Iteration 34Q (70383.560000 sec): 3 clusters
  Score: Raw -365714.349893 + Penalty 2652.075560 = -363062.274333
  nChanged 8
		SP:Iteration 35Q (70383.710000 sec): 3 clusters
  Score: Raw -365716.070887 + Penalty 2652.075560 = -363063.995327
  nChanged 7
		SP:Iteration 36Q (70383.870000 sec): 3 clusters
  Score: Raw -365717.247387 + Penalty 2652.075560 = -363065.171827
  nChanged 6
		SP:Iteration 37Q (70384.020000 sec): 3 clusters
  Score: Raw -365718.893348 + Penalty 2652.075560 = -363066.817788
  nChanged 3
		SP:Iteration 38Q (70384.200000 sec): 3 clusters
  Score: Raw -365719.532027 + Penalty 2652.075560 = -363067.456467
  nChanged 4
		SP:Iteration 39Q (70384.380000 sec): 3 clusters
  Score: Raw -365720.182175 + Penalty 2652.075560 = -363068.106615
  nChanged 2
		SP:Iteration 40F (70384.580000 sec): 3 clusters
  Score: Raw -365720.429222 + Penalty 2652.075560 = -363068.353662
  nChanged 3
		SP:Iteration 41Q (70384.780000 sec): 3 clusters
  Score: Raw -365720.852813 + Penalty 2652.075560 = -363068.777253
  nChanged 2
		SP:Iteration 42Q (70384.960000 sec): 3 clusters
  Score: Raw -365721.297565 + Penalty 2652.075560 = -363069.222005
  nChanged 3
		SP:Iteration 43Q (70385.120000 sec): 3 clusters
  Score: Raw -365722.171356 + Penalty 2652.075560 = -363070.095796
  nChanged 5
		SP:Iteration 44Q (70385.280000 sec): 3 clusters
  Score: Raw -365723.308591 + Penalty 2652.075560 = -363071.233031
  nChanged 3
		SP:Iteration 45Q (70385.410000 sec): 3 clusters
  Score: Raw -365724.192254 + Penalty 2652.075560 = -363072.116694
  nChanged 3
		SP:Iteration 46Q (70385.510000 sec): 3 clusters
  Score: Raw -365724.526139 + Penalty 2652.075560 = -363072.450579
  nChanged 1
		SP:Iteration 47Q (70385.670000 sec): 3 clusters
  Score: Raw -365724.647828 + Penalty 2652.075560 = -363072.572268
  nChanged 1
		SP:Iteration 48Q (70385.850000 sec): 3 clusters
  Score: Raw -365724.811970 + Penalty 2652.075560 = -363072.736410
  nChanged 3
		SP:Iteration 49Q (70386.010000 sec): 3 clusters
  Score: Raw -365725.903223 + Penalty 2652.075560 = -363073.827663
  nChanged 2
		SP:Iteration 50Q (70386.200000 sec): 3 clusters
  Score: Raw -365726.095966 + Penalty 2652.075560 = -363074.020406
  nChanged 0
		SP:Iteration 51F (70386.360000 sec): 3 clusters
  Score: Raw -365726.095966 + Penalty 2652.075560 = -363074.020406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70386.520000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70386.710000 sec): 3 clusters
  Score: Raw -1108676.772774 + Penalty 2989.962922 = -1105686.809852
  nChanged 4281
		SP:Iteration 1F (70386.910000 sec): 3 clusters
  Score: Raw -1111083.362726 + Penalty 2989.962922 = -1108093.399804
  nChanged 663
		SP:Iteration 2F (70387.090000 sec): 3 clusters
  Score: Raw -1111442.520358 + Penalty 2989.962922 = -1108452.557436
  nChanged 606
		SP:Iteration 3F (70387.320000 sec): 3 clusters
  Score: Raw -1111740.731507 + Penalty 2989.962922 = -1108750.768585
  nChanged 544
		SP:Iteration 4F (70387.580000 sec): 3 clusters
  Score: Raw -1112023.163704 + Penalty 2989.962922 = -1109033.200782
  nChanged 518
		SP:Iteration 5F (70387.760000 sec): 3 clusters
  Score: Raw -1112328.398630 + Penalty 2989.962922 = -1109338.435708
  nChanged 506
		SP:Iteration 6F (70387.980000 sec): 3 clusters
  Score: Raw -1112643.251649 + Penalty 2989.962922 = -1109653.288727
  nChanged 504
		SP:Iteration 7F (70388.190000 sec): 3 clusters
  Score: Raw -1112993.081083 + Penalty 2989.962922 = -1110003.118161
  nChanged 492
		SP:Iteration 8Q (70388.410000 sec): 3 clusters
  Score: Raw -1113379.316865 + Penalty 2989.962922 = -1110389.353943
  nChanged 410
		SP:Iteration 9Q (70388.630000 sec): 3 clusters
  Score: Raw -1113742.548893 + Penalty 2989.962922 = -1110752.585971
  nChanged 313
		SP:Iteration 10Q (70388.840000 sec): 3 clusters
  Score: Raw -1114014.777209 + Penalty 2989.962922 = -1111024.814287
  nChanged 211
		SP:Iteration 11Q (70389.100000 sec): 3 clusters
  Score: Raw -1114223.245139 + Penalty 2989.962922 = -1111233.282217
  nChanged 146
		SP:Iteration 12Q (70389.270000 sec): 3 clusters
  Score: Raw -1114369.085184 + Penalty 2989.962922 = -1111379.122262
  nChanged 110
		SP:Iteration 13Q (70389.480000 sec): 3 clusters
  Score: Raw -1114490.110950 + Penalty 2989.962922 = -1111500.148028
  nChanged 73
		SP:Iteration 14Q (70389.660000 sec): 3 clusters
  Score: Raw -1114557.715349 + Penalty 2989.962922 = -1111567.752426
  nChanged 56
		SP:Iteration 15Q (70389.920000 sec): 3 clusters
  Score: Raw -1114608.516455 + Penalty 2989.962922 = -1111618.553533
  nChanged 41
		SP:Iteration 16Q (70390.090000 sec): 3 clusters
  Score: Raw -1114647.344037 + Penalty 2989.962922 = -1111657.381115
  nChanged 26
		SP:Iteration 17Q (70390.310000 sec): 3 clusters
  Score: Raw -1114672.287405 + Penalty 2989.962922 = -1111682.324483
  nChanged 25
		SP:Iteration 18Q (70390.530000 sec): 3 clusters
  Score: Raw -1114701.792922 + Penalty 2989.962922 = -1111711.830000
  nChanged 22
		SP:Iteration 19Q (70390.730000 sec): 3 clusters
  Score: Raw -1114723.463857 + Penalty 2989.962922 = -1111733.500935
  nChanged 19
		SP:Iteration 20F (70390.930000 sec): 3 clusters
  Score: Raw -1114734.223409 + Penalty 2989.962922 = -1111744.260487
  nChanged 9
		SP:Iteration 21Q (70391.130000 sec): 3 clusters
  Score: Raw -1114741.761951 + Penalty 2989.962922 = -1111751.799028
  nChanged 11
		SP:Iteration 22Q (70391.330000 sec): 3 clusters
  Score: Raw -1114750.214012 + Penalty 2989.962922 = -1111760.251090
  nChanged 10
		SP:Iteration 23Q (70391.550000 sec): 3 clusters
  Score: Raw -1114758.080879 + Penalty 2989.962922 = -1111768.117956
  nChanged 11
		SP:Iteration 24Q (70391.750000 sec): 3 clusters
  Score: Raw -1114765.935398 + Penalty 2989.962922 = -1111775.972476
  nChanged 5
		SP:Iteration 25Q (70391.990000 sec): 3 clusters
  Score: Raw -1114768.370417 + Penalty 2989.962922 = -1111778.407495
  nChanged 3
		SP:Iteration 26Q (70392.170000 sec): 3 clusters
  Score: Raw -1114769.596460 + Penalty 2989.962922 = -1111779.633538
  nChanged 1
		SP:Iteration 27Q (70392.390000 sec): 3 clusters
  Score: Raw -1114769.977236 + Penalty 2989.962922 = -1111780.014314
  nChanged 0
		SP:Iteration 28F (70392.610000 sec): 3 clusters
  Score: Raw -1114769.977236 + Penalty 2989.962922 = -1111780.014314
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70392.750000 sec): 2 clusters
  Score: Raw -1227957.433908 + Penalty 1522.526412 = -1226434.907496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70393.000000 sec): 3 clusters
  Score: Raw -1221244.714969 + Penalty 3045.052823 = -1218199.662146
  nChanged 5043
		SP:Iteration 1F (70393.200000 sec): 3 clusters
  Score: Raw -1223880.511407 + Penalty 3045.052823 = -1220835.458584
  nChanged 656
		SP:Iteration 2F (70393.430000 sec): 3 clusters
  Score: Raw -1224152.781494 + Penalty 3045.052823 = -1221107.728671
  nChanged 583
		SP:Iteration 3Q (70393.680000 sec): 3 clusters
  Score: Raw -1224401.158085 + Penalty 3045.052823 = -1221356.105262
  nChanged 560
		SP:Iteration 4Q (70393.920000 sec): 3 clusters
  Score: Raw -1224641.133154 + Penalty 3045.052823 = -1221596.080331
  nChanged 538
		SP:Iteration 5Q (70394.120000 sec): 3 clusters
  Score: Raw -1224901.201324 + Penalty 3045.052823 = -1221856.148501
  nChanged 565
		SP:Iteration 6Q (70394.350000 sec): 3 clusters
  Score: Raw -1225191.337104 + Penalty 3045.052823 = -1222146.284281
  nChanged 567
		SP:Iteration 7Q (70394.570000 sec): 3 clusters
  Score: Raw -1225490.567843 + Penalty 3045.052823 = -1222445.515020
  nChanged 558
		SP:Iteration 8Q (70394.790000 sec): 3 clusters
  Score: Raw -1225812.780174 + Penalty 3045.052823 = -1222767.727351
  nChanged 572
		SP:Iteration 9Q (70395.020000 sec): 3 clusters
  Score: Raw -1226176.933899 + Penalty 3045.052823 = -1223131.881076
  nChanged 539
		SP:Iteration 10Q (70395.290000 sec): 3 clusters
  Score: Raw -1226552.872917 + Penalty 3045.052823 = -1223507.820094
  nChanged 517
		SP:Iteration 11Q (70395.540000 sec): 3 clusters
  Score: Raw -1226932.943195 + Penalty 3045.052823 = -1223887.890372
  nChanged 432
		SP:Iteration 12Q (70395.750000 sec): 3 clusters
  Score: Raw -1227241.907166 + Penalty 3045.052823 = -1224196.854343
  nChanged 359
		SP:Iteration 13Q (70396.000000 sec): 3 clusters
  Score: Raw -1227512.921831 + Penalty 3045.052823 = -1224467.869008
  nChanged 298
		SP:Iteration 14Q (70396.230000 sec): 3 clusters
  Score: Raw -1227762.356084 + Penalty 3045.052823 = -1224717.303261
  nChanged 225
		SP:Iteration 15Q (70396.460000 sec): 3 clusters
  Score: Raw -1227951.469514 + Penalty 3045.052823 = -1224906.416691
  nChanged 114
		SP:Iteration 16Q (70396.650000 sec): 3 clusters
  Score: Raw -1228049.924773 + Penalty 3045.052823 = -1225004.871950
  nChanged 83
		SP:Iteration 17Q (70396.850000 sec): 3 clusters
  Score: Raw -1228115.642622 + Penalty 3045.052823 = -1225070.589799
  nChanged 54
		SP:Iteration 18Q (70397.030000 sec): 3 clusters
  Score: Raw -1228158.504716 + Penalty 3045.052823 = -1225113.451893
  nChanged 34
		SP:Iteration 19Q (70397.270000 sec): 3 clusters
  Score: Raw -1228187.192637 + Penalty 3045.052823 = -1225142.139814
  nChanged 25
		SP:Iteration 20F (70397.490000 sec): 3 clusters
  Score: Raw -1228199.902709 + Penalty 3045.052823 = -1225154.849886
  nChanged 16
		SP:Iteration 21Q (70397.740000 sec): 3 clusters
  Score: Raw -1228210.920564 + Penalty 3045.052823 = -1225165.867741
  nChanged 12
		SP:Iteration 22Q (70397.950000 sec): 3 clusters
  Score: Raw -1228220.268439 + Penalty 3045.052823 = -1225175.215616
  nChanged 14
		SP:Iteration 23Q (70398.130000 sec): 3 clusters
  Score: Raw -1228230.503213 + Penalty 3045.052823 = -1225185.450390
  nChanged 9
		SP:Iteration 24Q (70398.340000 sec): 3 clusters
  Score: Raw -1228235.798329 + Penalty 3045.052823 = -1225190.745506
  nChanged 6
		SP:Iteration 25Q (70398.550000 sec): 3 clusters
  Score: Raw -1228239.422233 + Penalty 3045.052823 = -1225194.369410
  nChanged 6
		SP:Iteration 26Q (70398.810000 sec): 3 clusters
  Score: Raw -1228242.571273 + Penalty 3045.052823 = -1225197.518450
  nChanged 7
		SP:Iteration 27Q (70399.000000 sec): 3 clusters
  Score: Raw -1228246.252523 + Penalty 3045.052823 = -1225201.199700
  nChanged 4
		SP:Iteration 28Q (70399.210000 sec): 3 clusters
  Score: Raw -1228248.712540 + Penalty 3045.052823 = -1225203.659717
  nChanged 6
		SP:Iteration 29Q (70399.430000 sec): 3 clusters
  Score: Raw -1228251.868679 + Penalty 3045.052823 = -1225206.815856
  nChanged 2
		SP:Iteration 30Q (70399.610000 sec): 3 clusters
  Score: Raw -1228252.949610 + Penalty 3045.052823 = -1225207.896787
  nChanged 2
		SP:Iteration 31Q (70399.870000 sec): 3 clusters
  Score: Raw -1228254.716523 + Penalty 3045.052823 = -1225209.663700
  nChanged 0
		SP:Iteration 32F (70400.090000 sec): 3 clusters
  Score: Raw -1228254.716523 + Penalty 3045.052823 = -1225209.663700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70400.250000 sec): 2 clusters
  Score: Raw -957361.056272 + Penalty 1483.677433 = -955877.378839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70400.450000 sec): 3 clusters
  Score: Raw -952145.722042 + Penalty 2967.354866 = -949178.367177
  nChanged 4007
		SP:Iteration 1F (70400.710000 sec): 3 clusters
  Score: Raw -954438.991058 + Penalty 2967.354866 = -951471.636192
  nChanged 645
		SP:Iteration 2F (70400.900000 sec): 3 clusters
  Score: Raw -954821.450721 + Penalty 2967.354866 = -951854.095856
  nChanged 632
		SP:Iteration 3F (70401.050000 sec): 3 clusters
  Score: Raw -955239.890826 + Penalty 2967.354866 = -952272.535960
  nChanged 583
		SP:Iteration 4F (70401.240000 sec): 3 clusters
  Score: Raw -955660.534050 + Penalty 2967.354866 = -952693.179184
  nChanged 529
		SP:Iteration 5F (70401.480000 sec): 3 clusters
  Score: Raw -956014.613627 + Penalty 2967.354866 = -953047.258761
  nChanged 457
		SP:Iteration 6Q (70401.660000 sec): 3 clusters
  Score: Raw -956341.274428 + Penalty 2967.354866 = -953373.919562
  nChanged 400
		SP:Iteration 7Q (70401.910000 sec): 3 clusters
  Score: Raw -956621.902852 + Penalty 2967.354866 = -953654.547986
  nChanged 359
		SP:Iteration 8Q (70402.110000 sec): 3 clusters
  Score: Raw -956888.713745 + Penalty 2967.354866 = -953921.358880
  nChanged 291
		SP:Iteration 9Q (70402.310000 sec): 3 clusters
  Score: Raw -957105.766555 + Penalty 2967.354866 = -954138.411689
  nChanged 218
		SP:Iteration 10Q (70402.540000 sec): 3 clusters
  Score: Raw -957265.692142 + Penalty 2967.354866 = -954298.337277
  nChanged 179
		SP:Iteration 11Q (70402.780000 sec): 3 clusters
  Score: Raw -957407.797417 + Penalty 2967.354866 = -954440.442551
  nChanged 129
		SP:Iteration 12Q (70403.010000 sec): 3 clusters
  Score: Raw -957502.596856 + Penalty 2967.354866 = -954535.241990
  nChanged 84
		SP:Iteration 13Q (70403.230000 sec): 3 clusters
  Score: Raw -957557.698714 + Penalty 2967.354866 = -954590.343848
  nChanged 60
		SP:Iteration 14Q (70403.440000 sec): 3 clusters
  Score: Raw -957595.713586 + Penalty 2967.354866 = -954628.358721
  nChanged 46
		SP:Iteration 15Q (70403.660000 sec): 3 clusters
  Score: Raw -957622.089297 + Penalty 2967.354866 = -954654.734431
  nChanged 31
		SP:Iteration 16Q (70403.840000 sec): 3 clusters
  Score: Raw -957643.608115 + Penalty 2967.354866 = -954676.253249
  nChanged 25
		SP:Iteration 17Q (70404.040000 sec): 3 clusters
  Score: Raw -957658.039387 + Penalty 2967.354866 = -954690.684521
  nChanged 15
		SP:Iteration 18Q (70404.220000 sec): 3 clusters
  Score: Raw -957668.040308 + Penalty 2967.354866 = -954700.685442
  nChanged 11
		SP:Iteration 19Q (70404.470000 sec): 3 clusters
  Score: Raw -957677.359360 + Penalty 2967.354866 = -954710.004495
  nChanged 8
		SP:Iteration 20F (70404.660000 sec): 3 clusters
  Score: Raw -957683.146821 + Penalty 2967.354866 = -954715.791955
  nChanged 7
		SP:Iteration 21Q (70404.860000 sec): 3 clusters
  Score: Raw -957686.111475 + Penalty 2967.354866 = -954718.756609
  nChanged 6
		SP:Iteration 22Q (70405.080000 sec): 3 clusters
  Score: Raw -957688.564158 + Penalty 2967.354866 = -954721.209292
  nChanged 7
		SP:Iteration 23Q (70405.300000 sec): 3 clusters
  Score: Raw -957692.621445 + Penalty 2967.354866 = -954725.266579
  nChanged 7
		SP:Iteration 24Q (70405.500000 sec): 3 clusters
  Score: Raw -957696.006199 + Penalty 2967.354866 = -954728.651333
  nChanged 6
		SP:Iteration 25Q (70405.680000 sec): 3 clusters
  Score: Raw -957698.483294 + Penalty 2967.354866 = -954731.128428
  nChanged 2
		SP:Iteration 26Q (70405.890000 sec): 3 clusters
  Score: Raw -957699.519736 + Penalty 2967.354866 = -954732.164870
  nChanged 1
		SP:Iteration 27Q (70406.100000 sec): 3 clusters
  Score: Raw -957699.929017 + Penalty 2967.354866 = -954732.574151
  nChanged 0
		SP:Iteration 28F (70406.260000 sec): 3 clusters
  Score: Raw -957699.929017 + Penalty 2967.354866 = -954732.574151
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70406.420000 sec): 2 clusters
  Score: Raw -817905.839300 + Penalty 1450.018617 = -816455.820683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70406.620000 sec): 3 clusters
  Score: Raw -813718.064569 + Penalty 2900.037234 = -810818.027334
  nChanged 3188
		SP:Iteration 1F (70406.840000 sec): 3 clusters
  Score: Raw -815538.769692 + Penalty 2900.037234 = -812638.732457
  nChanged 478
		SP:Iteration 2F (70407.000000 sec): 3 clusters
  Score: Raw -815770.158444 + Penalty 2900.037234 = -812870.121210
  nChanged 378
		SP:Iteration 3F (70407.190000 sec): 3 clusters
  Score: Raw -815946.534965 + Penalty 2900.037234 = -813046.497731
  nChanged 333
		SP:Iteration 4Q (70407.430000 sec): 3 clusters
  Score: Raw -816096.079057 + Penalty 2900.037234 = -813196.041822
  nChanged 297
		SP:Iteration 5Q (70407.580000 sec): 3 clusters
  Score: Raw -816222.097768 + Penalty 2900.037234 = -813322.060534
  nChanged 276
		SP:Iteration 6Q (70407.760000 sec): 3 clusters
  Score: Raw -816347.685402 + Penalty 2900.037234 = -813447.648168
  nChanged 259
		SP:Iteration 7Q (70407.980000 sec): 3 clusters
  Score: Raw -816478.081825 + Penalty 2900.037234 = -813578.044591
  nChanged 243
		SP:Iteration 8Q (70408.170000 sec): 3 clusters
  Score: Raw -816590.528809 + Penalty 2900.037234 = -813690.491574
  nChanged 237
		SP:Iteration 9Q (70408.390000 sec): 3 clusters
  Score: Raw -816704.828735 + Penalty 2900.037234 = -813804.791501
  nChanged 240
		SP:Iteration 10Q (70408.580000 sec): 3 clusters
  Score: Raw -816828.347240 + Penalty 2900.037234 = -813928.310005
  nChanged 243
		SP:Iteration 11Q (70408.780000 sec): 3 clusters
  Score: Raw -816942.814146 + Penalty 2900.037234 = -814042.776912
  nChanged 207
		SP:Iteration 12Q (70408.970000 sec): 3 clusters
  Score: Raw -817068.451383 + Penalty 2900.037234 = -814168.414149
  nChanged 205
		SP:Iteration 13Q (70409.160000 sec): 3 clusters
  Score: Raw -817192.877719 + Penalty 2900.037234 = -814292.840485
  nChanged 195
		SP:Iteration 14Q (70409.370000 sec): 3 clusters
  Score: Raw -817309.077284 + Penalty 2900.037234 = -814409.040049
  nChanged 186
		SP:Iteration 15Q (70409.550000 sec): 3 clusters
  Score: Raw -817413.692740 + Penalty 2900.037234 = -814513.655505
  nChanged 154
		SP:Iteration 16Q (70409.760000 sec): 3 clusters
  Score: Raw -817498.818287 + Penalty 2900.037234 = -814598.781053
  nChanged 145
		SP:Iteration 17Q (70409.910000 sec): 3 clusters
  Score: Raw -817581.804502 + Penalty 2900.037234 = -814681.767268
  nChanged 136
		SP:Iteration 18Q (70410.130000 sec): 3 clusters
  Score: Raw -817663.689558 + Penalty 2900.037234 = -814763.652323
  nChanged 127
		SP:Iteration 19Q (70410.310000 sec): 3 clusters
  Score: Raw -817731.999143 + Penalty 2900.037234 = -814831.961909
  nChanged 122
		SP:Iteration 20F (70410.500000 sec): 3 clusters
  Score: Raw -817796.230395 + Penalty 2900.037234 = -814896.193161
  nChanged 127
		SP:Iteration 21Q (70410.690000 sec): 3 clusters
  Score: Raw -817862.382603 + Penalty 2900.037234 = -814962.345369
  nChanged 113
		SP:Iteration 22Q (70410.880000 sec): 3 clusters
  Score: Raw -817924.604384 + Penalty 2900.037234 = -815024.567149
  nChanged 106
		SP:Iteration 23Q (70411.050000 sec): 3 clusters
  Score: Raw -817985.693101 + Penalty 2900.037234 = -815085.655867
  nChanged 106
		SP:Iteration 24Q (70411.210000 sec): 3 clusters
  Score: Raw -818053.754528 + Penalty 2900.037234 = -815153.717293
  nChanged 107
		SP:Iteration 25Q (70411.420000 sec): 3 clusters
  Score: Raw -818117.655680 + Penalty 2900.037234 = -815217.618446
  nChanged 98
		SP:Iteration 26Q (70411.580000 sec): 3 clusters
  Score: Raw -818164.902315 + Penalty 2900.037234 = -815264.865080
  nChanged 73
		SP:Iteration 27Q (70411.780000 sec): 3 clusters
  Score: Raw -818195.995103 + Penalty 2900.037234 = -815295.957869
  nChanged 53
		SP:Iteration 28Q (70411.980000 sec): 3 clusters
  Score: Raw -818222.206448 + Penalty 2900.037234 = -815322.169213
  nChanged 53
		SP:Iteration 29Q (70412.160000 sec): 3 clusters
  Score: Raw -818247.375733 + Penalty 2900.037234 = -815347.338498
  nChanged 44
		SP:Iteration 30Q (70412.370000 sec): 3 clusters
  Score: Raw -818263.398380 + Penalty 2900.037234 = -815363.361146
  nChanged 35
		SP:Iteration 31Q (70412.550000 sec): 3 clusters
  Score: Raw -818277.359968 + Penalty 2900.037234 = -815377.322733
  nChanged 46
		SP:Iteration 32Q (70412.730000 sec): 3 clusters
  Score: Raw -818296.867877 + Penalty 2900.037234 = -815396.830643
  nChanged 39
		SP:Iteration 33Q (70412.900000 sec): 3 clusters
  Score: Raw -818310.573607 + Penalty 2900.037234 = -815410.536372
  nChanged 21
		SP:Iteration 34Q (70413.090000 sec): 3 clusters
  Score: Raw -818317.247002 + Penalty 2900.037234 = -815417.209767
  nChanged 22
		SP:Iteration 35Q (70413.270000 sec): 3 clusters
  Score: Raw -818324.642779 + Penalty 2900.037234 = -815424.605545
  nChanged 26
		SP:Iteration 36Q (70413.420000 sec): 3 clusters
  Score: Raw -818332.344698 + Penalty 2900.037234 = -815432.307464
  nChanged 15
		SP:Iteration 37Q (70413.570000 sec): 3 clusters
  Score: Raw -818335.697134 + Penalty 2900.037234 = -815435.659900
  nChanged 8
		SP:Iteration 38Q (70413.760000 sec): 3 clusters
  Score: Raw -818337.593644 + Penalty 2900.037234 = -815437.556410
  nChanged 5
		SP:Iteration 39Q (70413.920000 sec): 3 clusters
  Score: Raw -818339.199145 + Penalty 2900.037234 = -815439.161910
  nChanged 10
		SP:Iteration 40F (70414.120000 sec): 3 clusters
  Score: Raw -818342.306132 + Penalty 2900.037234 = -815442.268898
  nChanged 12
		SP:Iteration 41Q (70414.320000 sec): 3 clusters
  Score: Raw -818345.634979 + Penalty 2900.037234 = -815445.597745
  nChanged 12
		SP:Iteration 42Q (70414.500000 sec): 3 clusters
  Score: Raw -818348.887858 + Penalty 2900.037234 = -815448.850623
  nChanged 15
		SP:Iteration 43Q (70414.700000 sec): 3 clusters
  Score: Raw -818353.737833 + Penalty 2900.037234 = -815453.700599
  nChanged 11
		SP:Iteration 44Q (70414.880000 sec): 3 clusters
  Score: Raw -818357.918241 + Penalty 2900.037234 = -815457.881006
  nChanged 10
		SP:Iteration 45Q (70415.080000 sec): 3 clusters
  Score: Raw -818360.380988 + Penalty 2900.037234 = -815460.343754
  nChanged 10
		SP:Iteration 46Q (70415.250000 sec): 3 clusters
  Score: Raw -818362.949140 + Penalty 2900.037234 = -815462.911906
  nChanged 9
		SP:Iteration 47Q (70415.460000 sec): 3 clusters
  Score: Raw -818365.466883 + Penalty 2900.037234 = -815465.429649
  nChanged 3
		SP:Iteration 48Q (70415.650000 sec): 3 clusters
  Score: Raw -818366.114000 + Penalty 2900.037234 = -815466.076765
  nChanged 1
		SP:Iteration 49Q (70415.850000 sec): 3 clusters
  Score: Raw -818366.435122 + Penalty 2900.037234 = -815466.397887
  nChanged 0
		SP:Iteration 50F (70416.070000 sec): 3 clusters
  Score: Raw -818366.435122 + Penalty 2900.037234 = -815466.397887
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70416.140000 sec): 2 clusters
  Score: Raw -351380.609955 + Penalty 1311.064564 = -350069.545391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70416.320000 sec): 3 clusters
  Score: Raw -349820.153748 + Penalty 2622.129129 = -347198.024619
  nChanged 1218
		SP:Iteration 1F (70416.510000 sec): 3 clusters
  Score: Raw -350560.170629 + Penalty 2622.129129 = -347938.041500
  nChanged 285
		SP:Iteration 2F (70416.680000 sec): 3 clusters
  Score: Raw -350807.231054 + Penalty 2622.129129 = -348185.101925
  nChanged 222
		SP:Iteration 3F (70416.820000 sec): 3 clusters
  Score: Raw -351004.194921 + Penalty 2622.129129 = -348382.065793
  nChanged 188
		SP:Iteration 4F (70416.970000 sec): 3 clusters
  Score: Raw -351150.123292 + Penalty 2622.129129 = -348527.994163
  nChanged 150
		SP:Iteration 5Q (70417.080000 sec): 3 clusters
  Score: Raw -351266.767739 + Penalty 2622.129129 = -348644.638610
  nChanged 134
		SP:Iteration 6Q (70417.250000 sec): 3 clusters
  Score: Raw -351362.917441 + Penalty 2622.129129 = -348740.788313
  nChanged 106
		SP:Iteration 7Q (70417.430000 sec): 3 clusters
  Score: Raw -351447.383921 + Penalty 2622.129129 = -348825.254793
  nChanged 92
		SP:Iteration 8Q (70417.540000 sec): 3 clusters
  Score: Raw -351526.499574 + Penalty 2622.129129 = -348904.370445
  nChanged 83
		SP:Iteration 9Q (70417.760000 sec): 3 clusters
  Score: Raw -351587.886227 + Penalty 2622.129129 = -348965.757099
  nChanged 80
		SP:Iteration 10Q (70417.880000 sec): 3 clusters
  Score: Raw -351642.415542 + Penalty 2622.129129 = -349020.286413
  nChanged 68
		SP:Iteration 11Q (70418.030000 sec): 3 clusters
  Score: Raw -351690.685800 + Penalty 2622.129129 = -349068.556671
  nChanged 56
		SP:Iteration 12Q (70418.170000 sec): 3 clusters
  Score: Raw -351731.461506 + Penalty 2622.129129 = -349109.332377
  nChanged 54
		SP:Iteration 13Q (70418.300000 sec): 3 clusters
  Score: Raw -351766.454771 + Penalty 2622.129129 = -349144.325643
  nChanged 41
		SP:Iteration 14Q (70418.400000 sec): 3 clusters
  Score: Raw -351796.994981 + Penalty 2622.129129 = -349174.865852
  nChanged 44
		SP:Iteration 15Q (70418.530000 sec): 3 clusters
  Score: Raw -351826.677081 + Penalty 2622.129129 = -349204.547952
  nChanged 30
		SP:Iteration 16Q (70418.630000 sec): 3 clusters
  Score: Raw -351844.621723 + Penalty 2622.129129 = -349222.492594
  nChanged 30
		SP:Iteration 17Q (70418.780000 sec): 3 clusters
  Score: Raw -351857.488053 + Penalty 2622.129129 = -349235.358924
  nChanged 17
		SP:Iteration 18Q (70418.880000 sec): 3 clusters
  Score: Raw -351864.792031 + Penalty 2622.129129 = -349242.662903
  nChanged 19
		SP:Iteration 19Q (70419.020000 sec): 3 clusters
  Score: Raw -351872.982060 + Penalty 2622.129129 = -349250.852932
  nChanged 11
		SP:Iteration 20F (70419.160000 sec): 3 clusters
  Score: Raw -351878.059232 + Penalty 2622.129129 = -349255.930103
  nChanged 8
		SP:Iteration 21Q (70419.270000 sec): 3 clusters
  Score: Raw -351880.829539 + Penalty 2622.129129 = -349258.700411
  nChanged 5
		SP:Iteration 22Q (70419.440000 sec): 3 clusters
  Score: Raw -351882.894977 + Penalty 2622.129129 = -349260.765848
  nChanged 4
		SP:Iteration 23Q (70419.550000 sec): 3 clusters
  Score: Raw -351884.283018 + Penalty 2622.129129 = -349262.153889
  nChanged 5
		SP:Iteration 24Q (70419.740000 sec): 3 clusters
  Score: Raw -351886.713027 + Penalty 2622.129129 = -349264.583899
  nChanged 4
		SP:Iteration 25Q (70419.920000 sec): 3 clusters
  Score: Raw -351887.715295 + Penalty 2622.129129 = -349265.586166
  nChanged 3
		SP:Iteration 26Q (70420.060000 sec): 3 clusters
  Score: Raw -351889.029365 + Penalty 2622.129129 = -349266.900236
  nChanged 4
		SP:Iteration 27Q (70420.210000 sec): 3 clusters
  Score: Raw -351890.263988 + Penalty 2622.129129 = -349268.134860
  nChanged 0
		SP:Iteration 28F (70420.390000 sec): 3 clusters
  Score: Raw -351890.263988 + Penalty 2622.129129 = -349268.134860
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70420.490000 sec): 2 clusters
  Score: Raw -12278.932983 + Penalty 826.734404 = -11452.198578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70420.630000 sec): 3 clusters
  Score: Raw -12542.191134 + Penalty 1653.468809 = -10888.722325
  nChanged 29
		SP:Iteration 1F (70420.720000 sec): 3 clusters
  Score: Raw -12645.242161 + Penalty 1653.468809 = -10991.773353
  nChanged 5
		SP:Iteration 2Q (70420.860000 sec): 3 clusters
  Score: Raw -12670.948991 + Penalty 1653.468809 = -11017.480182
  nChanged 5
		SP:Iteration 3Q (70420.960000 sec): 3 clusters
  Score: Raw -12685.153473 + Penalty 1653.468809 = -11031.684664
  nChanged 0
		SP:Iteration 4F (70421.060000 sec): 3 clusters
  Score: Raw -12685.153473 + Penalty 1653.468809 = -11031.684664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70421.190000 sec): 2 clusters
  Score: Raw -841572.765193 + Penalty 1454.966506 = -840117.798687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70421.350000 sec): 3 clusters
  Score: Raw -837387.779115 + Penalty 2909.933012 = -834477.846103
  nChanged 3205
		SP:Iteration 1F (70421.520000 sec): 3 clusters
  Score: Raw -839048.162176 + Penalty 2909.933012 = -836138.229164
  nChanged 486
		SP:Iteration 2F (70421.680000 sec): 3 clusters
  Score: Raw -839257.559521 + Penalty 2909.933012 = -836347.626509
  nChanged 429
		SP:Iteration 3F (70421.870000 sec): 3 clusters
  Score: Raw -839475.287085 + Penalty 2909.933012 = -836565.354073
  nChanged 403
		SP:Iteration 4F (70422.080000 sec): 3 clusters
  Score: Raw -839735.025916 + Penalty 2909.933012 = -836825.092904
  nChanged 490
		SP:Iteration 5F (70422.230000 sec): 3 clusters
  Score: Raw -840137.612127 + Penalty 2909.933012 = -837227.679115
  nChanged 509
		SP:Iteration 6F (70422.390000 sec): 3 clusters
  Score: Raw -840567.197924 + Penalty 2909.933012 = -837657.264912
  nChanged 505
		SP:Iteration 7F (70422.580000 sec): 3 clusters
  Score: Raw -840996.535646 + Penalty 2909.933012 = -838086.602633
  nChanged 506
		SP:Iteration 8F (70422.740000 sec): 3 clusters
  Score: Raw -841408.109441 + Penalty 2909.933012 = -838498.176429
  nChanged 421
		SP:Iteration 9F (70422.880000 sec): 3 clusters
  Score: Raw -841711.278716 + Penalty 2909.933012 = -838801.345704
  nChanged 297
		SP:Iteration 10Q (70423.070000 sec): 3 clusters
  Score: Raw -841903.027362 + Penalty 2909.933012 = -838993.094350
  nChanged 235
		SP:Iteration 11Q (70423.200000 sec): 3 clusters
  Score: Raw -842028.750185 + Penalty 2909.933012 = -839118.817173
  nChanged 162
		SP:Iteration 12Q (70423.430000 sec): 3 clusters
  Score: Raw -842102.014658 + Penalty 2909.933012 = -839192.081646
  nChanged 128
		SP:Iteration 13Q (70423.610000 sec): 3 clusters
  Score: Raw -842154.254907 + Penalty 2909.933012 = -839244.321895
  nChanged 91
		SP:Iteration 14Q (70423.770000 sec): 3 clusters
  Score: Raw -842189.094505 + Penalty 2909.933012 = -839279.161493
  nChanged 83
		SP:Iteration 15Q (70423.980000 sec): 3 clusters
  Score: Raw -842215.618821 + Penalty 2909.933012 = -839305.685809
  nChanged 49
		SP:Iteration 16Q (70424.140000 sec): 3 clusters
  Score: Raw -842228.706782 + Penalty 2909.933012 = -839318.773770
  nChanged 31
		SP:Iteration 17Q (70424.320000 sec): 3 clusters
  Score: Raw -842234.932574 + Penalty 2909.933012 = -839324.999562
  nChanged 23
		SP:Iteration 18Q (70424.560000 sec): 3 clusters
  Score: Raw -842238.786135 + Penalty 2909.933012 = -839328.853123
  nChanged 17
		SP:Iteration 19Q (70424.740000 sec): 3 clusters
  Score: Raw -842241.744868 + Penalty 2909.933012 = -839331.811856
  nChanged 17
		SP:Iteration 20F (70424.920000 sec): 3 clusters
  Score: Raw -842246.343243 + Penalty 2909.933012 = -839336.410231
  nChanged 20
		SP:Iteration 21Q (70425.120000 sec): 3 clusters
  Score: Raw -842250.623704 + Penalty 2909.933012 = -839340.690692
  nChanged 18
		SP:Iteration 22Q (70425.310000 sec): 3 clusters
  Score: Raw -842254.659453 + Penalty 2909.933012 = -839344.726441
  nChanged 22
		SP:Iteration 23Q (70425.490000 sec): 3 clusters
  Score: Raw -842259.299343 + Penalty 2909.933012 = -839349.366331
  nChanged 16
		SP:Iteration 24Q (70425.700000 sec): 3 clusters
  Score: Raw -842262.704672 + Penalty 2909.933012 = -839352.771660
  nChanged 18
		SP:Iteration 25Q (70425.920000 sec): 3 clusters
  Score: Raw -842265.812126 + Penalty 2909.933012 = -839355.879114
  nChanged 14
		SP:Iteration 26Q (70426.120000 sec): 3 clusters
  Score: Raw -842269.779064 + Penalty 2909.933012 = -839359.846052
  nChanged 17
		SP:Iteration 27Q (70426.280000 sec): 3 clusters
  Score: Raw -842274.888525 + Penalty 2909.933012 = -839364.955513
  nChanged 23
		SP:Iteration 28Q (70426.540000 sec): 3 clusters
  Score: Raw -842280.103177 + Penalty 2909.933012 = -839370.170165
  nChanged 18
		SP:Iteration 29Q (70426.710000 sec): 3 clusters
  Score: Raw -842284.607417 + Penalty 2909.933012 = -839374.674405
  nChanged 19
		SP:Iteration 30Q (70426.940000 sec): 3 clusters
  Score: Raw -842289.231008 + Penalty 2909.933012 = -839379.297996
  nChanged 20
		SP:Iteration 31Q (70427.100000 sec): 3 clusters
  Score: Raw -842293.491106 + Penalty 2909.933012 = -839383.558094
  nChanged 15
		SP:Iteration 32Q (70427.290000 sec): 3 clusters
  Score: Raw -842296.667779 + Penalty 2909.933012 = -839386.734767
  nChanged 16
		SP:Iteration 33Q (70427.510000 sec): 3 clusters
  Score: Raw -842299.513256 + Penalty 2909.933012 = -839389.580244
  nChanged 13
		SP:Iteration 34Q (70427.710000 sec): 3 clusters
  Score: Raw -842302.045221 + Penalty 2909.933012 = -839392.112209
  nChanged 10
		SP:Iteration 35Q (70427.930000 sec): 3 clusters
  Score: Raw -842303.664136 + Penalty 2909.933012 = -839393.731123
  nChanged 8
		SP:Iteration 36Q (70428.090000 sec): 3 clusters
  Score: Raw -842305.175195 + Penalty 2909.933012 = -839395.242183
  nChanged 11
		SP:Iteration 37Q (70428.290000 sec): 3 clusters
  Score: Raw -842306.670950 + Penalty 2909.933012 = -839396.737937
  nChanged 4
		SP:Iteration 38Q (70428.520000 sec): 3 clusters
  Score: Raw -842306.909306 + Penalty 2909.933012 = -839396.976294
  nChanged 3
		SP:Iteration 39Q (70428.680000 sec): 3 clusters
  Score: Raw -842307.308661 + Penalty 2909.933012 = -839397.375649
  nChanged 6
		SP:Iteration 40F (70428.900000 sec): 3 clusters
  Score: Raw -842308.637282 + Penalty 2909.933012 = -839398.704270
  nChanged 9
		SP:Iteration 41Q (70429.090000 sec): 3 clusters
  Score: Raw -842310.226529 + Penalty 2909.933012 = -839400.293516
  nChanged 8
		SP:Iteration 42Q (70429.240000 sec): 3 clusters
  Score: Raw -842311.700918 + Penalty 2909.933012 = -839401.767906
  nChanged 8
		SP:Iteration 43Q (70429.450000 sec): 3 clusters
  Score: Raw -842313.120790 + Penalty 2909.933012 = -839403.187778
  nChanged 6
		SP:Iteration 44Q (70429.690000 sec): 3 clusters
  Score: Raw -842314.142441 + Penalty 2909.933012 = -839404.209428
  nChanged 6
		SP:Iteration 45Q (70429.850000 sec): 3 clusters
  Score: Raw -842315.498046 + Penalty 2909.933012 = -839405.565033
  nChanged 9
		SP:Iteration 46Q (70430.030000 sec): 3 clusters
  Score: Raw -842317.128550 + Penalty 2909.933012 = -839407.195538
  nChanged 7
		SP:Iteration 47Q (70430.250000 sec): 3 clusters
  Score: Raw -842318.497068 + Penalty 2909.933012 = -839408.564056
  nChanged 7
		SP:Iteration 48Q (70430.430000 sec): 3 clusters
  Score: Raw -842319.379873 + Penalty 2909.933012 = -839409.446861
  nChanged 4
		SP:Iteration 49Q (70430.610000 sec): 3 clusters
  Score: Raw -842320.013816 + Penalty 2909.933012 = -839410.080804
  nChanged 4
		SP:Iteration 50Q (70430.810000 sec): 3 clusters
  Score: Raw -842320.703893 + Penalty 2909.933012 = -839410.770881
  nChanged 7
		SP:Iteration 51Q (70431.000000 sec): 3 clusters
  Score: Raw -842322.230155 + Penalty 2909.933012 = -839412.297143
  nChanged 5
		SP:Iteration 52Q (70431.220000 sec): 3 clusters
  Score: Raw -842323.275175 + Penalty 2909.933012 = -839413.342163
  nChanged 6
		SP:Iteration 53Q (70431.400000 sec): 3 clusters
  Score: Raw -842324.360960 + Penalty 2909.933012 = -839414.427948
  nChanged 2
		SP:Iteration 54Q (70431.600000 sec): 3 clusters
  Score: Raw -842324.658555 + Penalty 2909.933012 = -839414.725543
  nChanged 2
		SP:Iteration 55Q (70431.800000 sec): 3 clusters
  Score: Raw -842325.068442 + Penalty 2909.933012 = -839415.135430
  nChanged 2
		SP:Iteration 56Q (70431.980000 sec): 3 clusters
  Score: Raw -842325.520647 + Penalty 2909.933012 = -839415.587635
  nChanged 4
		SP:Iteration 57Q (70432.150000 sec): 3 clusters
  Score: Raw -842326.095889 + Penalty 2909.933012 = -839416.162877
  nChanged 3
		SP:Iteration 58Q (70432.330000 sec): 3 clusters
  Score: Raw -842326.612950 + Penalty 2909.933012 = -839416.679937
  nChanged 4
		SP:Iteration 59Q (70432.480000 sec): 3 clusters
  Score: Raw -842327.020921 + Penalty 2909.933012 = -839417.087909
  nChanged 1
		SP:Iteration 60F (70432.650000 sec): 3 clusters
  Score: Raw -842327.148081 + Penalty 2909.933012 = -839417.215069
  nChanged 1
		SP:Iteration 61Q (70432.860000 sec): 3 clusters
  Score: Raw -842327.367850 + Penalty 2909.933012 = -839417.434838
  nChanged 3
		SP:Iteration 62Q (70433.010000 sec): 3 clusters
  Score: Raw -842327.897049 + Penalty 2909.933012 = -839417.964037
  nChanged 3
		SP:Iteration 63Q (70433.230000 sec): 3 clusters
  Score: Raw -842328.236094 + Penalty 2909.933012 = -839418.303082
  nChanged 1
		SP:Iteration 64Q (70433.400000 sec): 3 clusters
  Score: Raw -842328.366248 + Penalty 2909.933012 = -839418.433236
  nChanged 0
		SP:Iteration 65F (70433.570000 sec): 3 clusters
  Score: Raw -842328.366248 + Penalty 2909.933012 = -839418.433236
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70433.680000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70433.820000 sec): 3 clusters
  Score: Raw -22248.165661 + Penalty 1758.784967 = -20489.380694
  nChanged 32
		SP:Iteration 1F (70433.910000 sec): 3 clusters
  Score: Raw -22333.849122 + Penalty 1758.784967 = -20575.064155
  nChanged 7
		SP:Iteration 2Q (70434.010000 sec): 3 clusters
  Score: Raw -22354.560988 + Penalty 1758.784967 = -20595.776021
  nChanged 4
		SP:Iteration 3Q (70434.130000 sec): 3 clusters
  Score: Raw -22370.565985 + Penalty 1758.784967 = -20611.781018
  nChanged 6
		SP:Iteration 4Q (70434.260000 sec): 3 clusters
  Score: Raw -22385.166909 + Penalty 1758.784967 = -20626.381942
  nChanged 4
		SP:Iteration 5Q (70434.430000 sec): 3 clusters
  Score: Raw -22406.603666 + Penalty 1758.784967 = -20647.818700
  nChanged 5
		SP:Iteration 6Q (70434.570000 sec): 3 clusters
  Score: Raw -22428.458980 + Penalty 1758.784967 = -20669.674013
  nChanged 2
		SP:Iteration 7Q (70434.660000 sec): 3 clusters
  Score: Raw -22434.991667 + Penalty 1758.784967 = -20676.206700
  nChanged 0
		SP:Iteration 8F (70434.760000 sec): 3 clusters
  Score: Raw -22434.991667 + Penalty 1758.784967 = -20676.206700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70435.120000 sec): 2 clusters
  Score: Raw -4911821.425203 + Penalty 1740.020468 = -4910081.404735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70435.540000 sec): 3 clusters
  Score: Raw -4883839.389785 + Penalty 3480.040935 = -4880359.348850
  nChanged 20838
		SP:Iteration 1F (70435.950000 sec): 3 clusters
  Score: Raw -4896072.604154 + Penalty 3480.040935 = -4892592.563219
  nChanged 2227
		SP:Iteration 2Q (70436.410000 sec): 3 clusters
  Score: Raw -4896955.910775 + Penalty 3480.040935 = -4893475.869840
  nChanged 2246
		SP:Iteration 3F (70436.840000 sec): 3 clusters
  Score: Raw -4897919.334749 + Penalty 3480.040935 = -4894439.293814
  nChanged 2330
		SP:Iteration 4F (70437.290000 sec): 3 clusters
  Score: Raw -4898909.463913 + Penalty 3480.040935 = -4895429.422978
  nChanged 2242
		SP:Iteration 5F (70437.740000 sec): 3 clusters
  Score: Raw -4899932.415215 + Penalty 3480.040935 = -4896452.374280
  nChanged 2184
		SP:Iteration 6Q (70438.130000 sec): 3 clusters
  Score: Raw -4900996.189406 + Penalty 3480.040935 = -4897516.148471
  nChanged 2129
		SP:Iteration 7Q (70438.560000 sec): 3 clusters
  Score: Raw -4901993.561577 + Penalty 3480.040935 = -4898513.520641
  nChanged 1917
		SP:Iteration 8Q (70439.000000 sec): 3 clusters
  Score: Raw -4902900.186592 + Penalty 3480.040935 = -4899420.145657
  nChanged 1704
		SP:Iteration 9Q (70439.420000 sec): 3 clusters
  Score: Raw -4903720.374693 + Penalty 3480.040935 = -4900240.333758
  nChanged 1624
		SP:Iteration 10Q (70439.870000 sec): 3 clusters
  Score: Raw -4904504.989164 + Penalty 3480.040935 = -4901024.948229
  nChanged 1483
		SP:Iteration 11Q (70440.230000 sec): 3 clusters
  Score: Raw -4905179.067329 + Penalty 3480.040935 = -4901699.026394
  nChanged 1239
		SP:Iteration 12Q (70440.650000 sec): 3 clusters
  Score: Raw -4905673.470241 + Penalty 3480.040935 = -4902193.429306
  nChanged 981
		SP:Iteration 13Q (70441.050000 sec): 3 clusters
  Score: Raw -4905999.298541 + Penalty 3480.040935 = -4902519.257606
  nChanged 792
		SP:Iteration 14Q (70441.480000 sec): 3 clusters
  Score: Raw -4906220.877913 + Penalty 3480.040935 = -4902740.836978
  nChanged 580
		SP:Iteration 15Q (70441.920000 sec): 3 clusters
  Score: Raw -4906383.393430 + Penalty 3480.040935 = -4902903.352495
  nChanged 548
		SP:Iteration 16Q (70442.340000 sec): 3 clusters
  Score: Raw -4906536.757724 + Penalty 3480.040935 = -4903056.716788
  nChanged 566
		SP:Iteration 17Q (70442.800000 sec): 3 clusters
  Score: Raw -4906712.129518 + Penalty 3480.040935 = -4903232.088583
  nChanged 596
		SP:Iteration 18Q (70443.270000 sec): 3 clusters
  Score: Raw -4906906.917896 + Penalty 3480.040935 = -4903426.876961
  nChanged 611
		SP:Iteration 19Q (70443.710000 sec): 3 clusters
  Score: Raw -4907104.114603 + Penalty 3480.040935 = -4903624.073668
  nChanged 602
		SP:Iteration 20F (70444.100000 sec): 3 clusters
  Score: Raw -4907304.688113 + Penalty 3480.040935 = -4903824.647178
  nChanged 596
		SP:Iteration 21Q (70444.500000 sec): 3 clusters
  Score: Raw -4907497.294058 + Penalty 3480.040935 = -4904017.253123
  nChanged 608
		SP:Iteration 22Q (70444.920000 sec): 3 clusters
  Score: Raw -4907707.615228 + Penalty 3480.040935 = -4904227.574293
  nChanged 590
		SP:Iteration 23Q (70445.300000 sec): 3 clusters
  Score: Raw -4907911.902465 + Penalty 3480.040935 = -4904431.861529
  nChanged 624
		SP:Iteration 24Q (70445.690000 sec): 3 clusters
  Score: Raw -4908143.194630 + Penalty 3480.040935 = -4904663.153695
  nChanged 639
		SP:Iteration 25Q (70446.070000 sec): 3 clusters
  Score: Raw -4908384.213624 + Penalty 3480.040935 = -4904904.172688
  nChanged 648
		SP:Iteration 26Q (70446.490000 sec): 3 clusters
  Score: Raw -4908625.863166 + Penalty 3480.040935 = -4905145.822230
  nChanged 619
		SP:Iteration 27Q (70446.860000 sec): 3 clusters
  Score: Raw -4908862.953004 + Penalty 3480.040935 = -4905382.912069
  nChanged 609
		SP:Iteration 28Q (70447.250000 sec): 3 clusters
  Score: Raw -4909097.280205 + Penalty 3480.040935 = -4905617.239270
  nChanged 561
		SP:Iteration 29Q (70447.660000 sec): 3 clusters
  Score: Raw -4909307.582927 + Penalty 3480.040935 = -4905827.541992
  nChanged 531
		SP:Iteration 30Q (70448.060000 sec): 3 clusters
  Score: Raw -4909506.267679 + Penalty 3480.040935 = -4906026.226744
  nChanged 508
		SP:Iteration 31Q (70448.430000 sec): 3 clusters
  Score: Raw -4909695.530691 + Penalty 3480.040935 = -4906215.489756
  nChanged 481
		SP:Iteration 32Q (70448.840000 sec): 3 clusters
  Score: Raw -4909882.897809 + Penalty 3480.040935 = -4906402.856874
  nChanged 477
		SP:Iteration 33Q (70449.240000 sec): 3 clusters
  Score: Raw -4910073.728476 + Penalty 3480.040935 = -4906593.687541
  nChanged 494
		SP:Iteration 34Q (70449.630000 sec): 3 clusters
  Score: Raw -4910273.617642 + Penalty 3480.040935 = -4906793.576707
  nChanged 475
		SP:Iteration 35Q (70449.990000 sec): 3 clusters
  Score: Raw -4910461.812194 + Penalty 3480.040935 = -4906981.771259
  nChanged 432
		SP:Iteration 36Q (70450.340000 sec): 3 clusters
  Score: Raw -4910640.197206 + Penalty 3480.040935 = -4907160.156271
  nChanged 423
		SP:Iteration 37Q (70450.730000 sec): 3 clusters
  Score: Raw -4910827.749925 + Penalty 3480.040935 = -4907347.708990
  nChanged 372
		SP:Iteration 38Q (70451.140000 sec): 3 clusters
  Score: Raw -4911001.664529 + Penalty 3480.040935 = -4907521.623594
  nChanged 353
		SP:Iteration 39Q (70451.520000 sec): 3 clusters
  Score: Raw -4911171.276464 + Penalty 3480.040935 = -4907691.235528
  nChanged 289
		SP:Iteration 40F (70451.910000 sec): 3 clusters
  Score: Raw -4911310.548567 + Penalty 3480.040935 = -4907830.507632
  nChanged 273
		SP:Iteration 41Q (70452.290000 sec): 3 clusters
  Score: Raw -4911438.255617 + Penalty 3480.040935 = -4907958.214681
  nChanged 251
		SP:Iteration 42Q (70452.700000 sec): 3 clusters
  Score: Raw -4911542.642067 + Penalty 3480.040935 = -4908062.601131
  nChanged 198
		SP:Iteration 43Q (70453.060000 sec): 3 clusters
  Score: Raw -4911628.113697 + Penalty 3480.040935 = -4908148.072762
  nChanged 199
		SP:Iteration 44Q (70453.510000 sec): 3 clusters
  Score: Raw -4911709.560789 + Penalty 3480.040935 = -4908229.519854
  nChanged 172
		SP:Iteration 45Q (70453.940000 sec): 3 clusters
  Score: Raw -4911776.113422 + Penalty 3480.040935 = -4908296.072487
  nChanged 137
		SP:Iteration 46Q (70454.330000 sec): 3 clusters
  Score: Raw -4911825.052544 + Penalty 3480.040935 = -4908345.011609
  nChanged 133
		SP:Iteration 47Q (70454.720000 sec): 3 clusters
  Score: Raw -4911876.278244 + Penalty 3480.040935 = -4908396.237308
  nChanged 125
		SP:Iteration 48Q (70455.130000 sec): 3 clusters
  Score: Raw -4911922.464040 + Penalty 3480.040935 = -4908442.423105
  nChanged 101
		SP:Iteration 49Q (70455.510000 sec): 3 clusters
  Score: Raw -4911957.798474 + Penalty 3480.040935 = -4908477.757539
  nChanged 77
		SP:Iteration 50Q (70455.870000 sec): 3 clusters
  Score: Raw -4911987.393464 + Penalty 3480.040935 = -4908507.352529
  nChanged 75
		SP:Iteration 51Q (70456.220000 sec): 3 clusters
  Score: Raw -4912013.475354 + Penalty 3480.040935 = -4908533.434419
  nChanged 75
		SP:Iteration 52Q (70456.560000 sec): 3 clusters
  Score: Raw -4912035.247652 + Penalty 3480.040935 = -4908555.206717
  nChanged 66
		SP:Iteration 53Q (70456.940000 sec): 3 clusters
  Score: Raw -4912054.867566 + Penalty 3480.040935 = -4908574.826631
  nChanged 59
		SP:Iteration 54Q (70457.340000 sec): 3 clusters
  Score: Raw -4912073.784032 + Penalty 3480.040935 = -4908593.743096
  nChanged 58
		SP:Iteration 55Q (70457.720000 sec): 3 clusters
  Score: Raw -4912092.060464 + Penalty 3480.040935 = -4908612.019529
  nChanged 48
		SP:Iteration 56Q (70458.100000 sec): 3 clusters
  Score: Raw -4912108.194763 + Penalty 3480.040935 = -4908628.153828
  nChanged 52
		SP:Iteration 57Q (70458.470000 sec): 3 clusters
  Score: Raw -4912123.897598 + Penalty 3480.040935 = -4908643.856663
  nChanged 52
		SP:Iteration 58Q (70458.850000 sec): 3 clusters
  Score: Raw -4912142.251516 + Penalty 3480.040935 = -4908662.210580
  nChanged 54
		SP:Iteration 59Q (70459.190000 sec): 3 clusters
  Score: Raw -4912161.825539 + Penalty 3480.040935 = -4908681.784603
  nChanged 55
		SP:Iteration 60F (70459.610000 sec): 3 clusters
  Score: Raw -4912182.708725 + Penalty 3480.040935 = -4908702.667789
  nChanged 48
		SP:Iteration 61Q (70459.950000 sec): 3 clusters
  Score: Raw -4912201.909902 + Penalty 3480.040935 = -4908721.868967
  nChanged 39
		SP:Iteration 62Q (70460.310000 sec): 3 clusters
  Score: Raw -4912213.521625 + Penalty 3480.040935 = -4908733.480690
  nChanged 25
		SP:Iteration 63Q (70460.670000 sec): 3 clusters
  Score: Raw -4912222.950754 + Penalty 3480.040935 = -4908742.909819
  nChanged 31
		SP:Iteration 64Q (70461.020000 sec): 3 clusters
  Score: Raw -4912235.456767 + Penalty 3480.040935 = -4908755.415832
  nChanged 32
		SP:Iteration 65Q (70461.400000 sec): 3 clusters
  Score: Raw -4912246.281655 + Penalty 3480.040935 = -4908766.240719
  nChanged 22
		SP:Iteration 66Q (70461.780000 sec): 3 clusters
  Score: Raw -4912253.402116 + Penalty 3480.040935 = -4908773.361181
  nChanged 34
		SP:Iteration 67Q (70462.150000 sec): 3 clusters
  Score: Raw -4912262.669197 + Penalty 3480.040935 = -4908782.628262
  nChanged 20
		SP:Iteration 68Q (70462.530000 sec): 3 clusters
  Score: Raw -4912268.901923 + Penalty 3480.040935 = -4908788.860988
  nChanged 17
		SP:Iteration 69Q (70462.920000 sec): 3 clusters
  Score: Raw -4912272.839969 + Penalty 3480.040935 = -4908792.799034
  nChanged 10
		SP:Iteration 70Q (70463.320000 sec): 3 clusters
  Score: Raw -4912276.711382 + Penalty 3480.040935 = -4908796.670446
  nChanged 16
		SP:Iteration 71Q (70463.730000 sec): 3 clusters
  Score: Raw -4912281.860087 + Penalty 3480.040935 = -4908801.819152
  nChanged 15
		SP:Iteration 72Q (70464.170000 sec): 3 clusters
  Score: Raw -4912286.313819 + Penalty 3480.040935 = -4908806.272884
  nChanged 9
		SP:Iteration 73Q (70464.580000 sec): 3 clusters
  Score: Raw -4912288.503341 + Penalty 3480.040935 = -4908808.462406
  nChanged 6
		SP:Iteration 74Q (70464.990000 sec): 3 clusters
  Score: Raw -4912289.515362 + Penalty 3480.040935 = -4908809.474427
  nChanged 4
		SP:Iteration 75Q (70465.310000 sec): 3 clusters
  Score: Raw -4912290.358634 + Penalty 3480.040935 = -4908810.317699
  nChanged 2
		SP:Iteration 76Q (70465.710000 sec): 3 clusters
  Score: Raw -4912290.700540 + Penalty 3480.040935 = -4908810.659605
  nChanged 2
		SP:Iteration 77Q (70466.080000 sec): 3 clusters
  Score: Raw -4912291.015096 + Penalty 3480.040935 = -4908810.974161
  nChanged 0
		SP:Iteration 78F (70466.510000 sec): 3 clusters
  Score: Raw -4912291.015096 + Penalty 3480.040935 = -4908810.974161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70466.650000 sec): 2 clusters
  Score: Raw -814818.137874 + Penalty 1447.200817 = -813370.937058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70466.850000 sec): 3 clusters
  Score: Raw -810802.657466 + Penalty 2894.401634 = -807908.255832
  nChanged 3140
		SP:Iteration 1F (70467.030000 sec): 3 clusters
  Score: Raw -812534.924833 + Penalty 2894.401634 = -809640.523199
  nChanged 495
		SP:Iteration 2F (70467.200000 sec): 3 clusters
  Score: Raw -812758.634766 + Penalty 2894.401634 = -809864.233132
  nChanged 381
		SP:Iteration 3F (70467.400000 sec): 3 clusters
  Score: Raw -812929.555077 + Penalty 2894.401634 = -810035.153443
  nChanged 299
		SP:Iteration 4Q (70467.610000 sec): 3 clusters
  Score: Raw -813053.465288 + Penalty 2894.401634 = -810159.063654
  nChanged 264
		SP:Iteration 5Q (70467.810000 sec): 3 clusters
  Score: Raw -813166.518447 + Penalty 2894.401634 = -810272.116814
  nChanged 254
		SP:Iteration 6Q (70468.010000 sec): 3 clusters
  Score: Raw -813283.699077 + Penalty 2894.401634 = -810389.297443
  nChanged 235
		SP:Iteration 7Q (70468.150000 sec): 3 clusters
  Score: Raw -813398.345397 + Penalty 2894.401634 = -810503.943763
  nChanged 270
		SP:Iteration 8Q (70468.340000 sec): 3 clusters
  Score: Raw -813551.254343 + Penalty 2894.401634 = -810656.852709
  nChanged 275
		SP:Iteration 9Q (70468.510000 sec): 3 clusters
  Score: Raw -813714.886990 + Penalty 2894.401634 = -810820.485356
  nChanged 279
		SP:Iteration 10Q (70468.690000 sec): 3 clusters
  Score: Raw -813887.419425 + Penalty 2894.401634 = -810993.017791
  nChanged 273
		SP:Iteration 11Q (70468.870000 sec): 3 clusters
  Score: Raw -814073.038397 + Penalty 2894.401634 = -811178.636764
  nChanged 270
		SP:Iteration 12Q (70469.040000 sec): 3 clusters
  Score: Raw -814269.783808 + Penalty 2894.401634 = -811375.382174
  nChanged 257
		SP:Iteration 13Q (70469.270000 sec): 3 clusters
  Score: Raw -814483.657316 + Penalty 2894.401634 = -811589.255682
  nChanged 203
		SP:Iteration 14Q (70469.410000 sec): 3 clusters
  Score: Raw -814662.664611 + Penalty 2894.401634 = -811768.262978
  nChanged 138
		SP:Iteration 15Q (70469.610000 sec): 3 clusters
  Score: Raw -814784.226466 + Penalty 2894.401634 = -811889.824832
  nChanged 92
		SP:Iteration 16Q (70469.770000 sec): 3 clusters
  Score: Raw -814883.333243 + Penalty 2894.401634 = -811988.931609
  nChanged 54
		SP:Iteration 17Q (70469.950000 sec): 3 clusters
  Score: Raw -814938.140795 + Penalty 2894.401634 = -812043.739161
  nChanged 29
		SP:Iteration 18Q (70470.160000 sec): 3 clusters
  Score: Raw -814962.973503 + Penalty 2894.401634 = -812068.571869
  nChanged 12
		SP:Iteration 19Q (70470.290000 sec): 3 clusters
  Score: Raw -814978.380959 + Penalty 2894.401634 = -812083.979325
  nChanged 9
		SP:Iteration 20F (70470.440000 sec): 3 clusters
  Score: Raw -814988.657509 + Penalty 2894.401634 = -812094.255876
  nChanged 5
		SP:Iteration 21Q (70470.630000 sec): 3 clusters
  Score: Raw -814994.999023 + Penalty 2894.401634 = -812100.597389
  nChanged 5
		SP:Iteration 22Q (70470.870000 sec): 3 clusters
  Score: Raw -815001.792728 + Penalty 2894.401634 = -812107.391094
  nChanged 6
		SP:Iteration 23Q (70471.030000 sec): 3 clusters
  Score: Raw -815007.055907 + Penalty 2894.401634 = -812112.654273
  nChanged 2
		SP:Iteration 24Q (70471.230000 sec): 3 clusters
  Score: Raw -815011.338475 + Penalty 2894.401634 = -812116.936841
  nChanged 4
		SP:Iteration 25Q (70471.370000 sec): 3 clusters
  Score: Raw -815021.406928 + Penalty 2894.401634 = -812127.005294
  nChanged 3
		SP:Iteration 26Q (70471.530000 sec): 3 clusters
  Score: Raw -815025.831018 + Penalty 2894.401634 = -812131.429384
  nChanged 2
		SP:Iteration 27Q (70471.710000 sec): 3 clusters
  Score: Raw -815027.547532 + Penalty 2894.401634 = -812133.145898
  nChanged 0
		SP:Iteration 28F (70471.890000 sec): 3 clusters
  Score: Raw -815027.547532 + Penalty 2894.401634 = -812133.145898
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70472.010000 sec): 2 clusters
  Score: Raw -919572.615425 + Penalty 1462.618598 = -918109.996827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70472.220000 sec): 3 clusters
  Score: Raw -915070.650117 + Penalty 2925.237196 = -912145.412921
  nChanged 3458
		SP:Iteration 1F (70472.420000 sec): 3 clusters
  Score: Raw -916922.963202 + Penalty 2925.237196 = -913997.726005
  nChanged 499
		SP:Iteration 2F (70472.610000 sec): 3 clusters
  Score: Raw -917116.341039 + Penalty 2925.237196 = -914191.103843
  nChanged 372
		SP:Iteration 3Q (70472.830000 sec): 3 clusters
  Score: Raw -917279.336922 + Penalty 2925.237196 = -914354.099725
  nChanged 361
		SP:Iteration 4Q (70473.030000 sec): 3 clusters
  Score: Raw -917439.726794 + Penalty 2925.237196 = -914514.489598
  nChanged 341
		SP:Iteration 5Q (70473.200000 sec): 3 clusters
  Score: Raw -917609.080816 + Penalty 2925.237196 = -914683.843620
  nChanged 351
		SP:Iteration 6Q (70473.380000 sec): 3 clusters
  Score: Raw -917788.855251 + Penalty 2925.237196 = -914863.618055
  nChanged 350
		SP:Iteration 7Q (70473.540000 sec): 3 clusters
  Score: Raw -917993.437081 + Penalty 2925.237196 = -915068.199885
  nChanged 370
		SP:Iteration 8Q (70473.690000 sec): 3 clusters
  Score: Raw -918232.934690 + Penalty 2925.237196 = -915307.697493
  nChanged 400
		SP:Iteration 9Q (70473.890000 sec): 3 clusters
  Score: Raw -918515.162892 + Penalty 2925.237196 = -915589.925696
  nChanged 384
		SP:Iteration 10Q (70474.070000 sec): 3 clusters
  Score: Raw -918814.007031 + Penalty 2925.237196 = -915888.769835
  nChanged 336
		SP:Iteration 11Q (70474.250000 sec): 3 clusters
  Score: Raw -919088.476147 + Penalty 2925.237196 = -916163.238951
  nChanged 261
		SP:Iteration 12Q (70474.370000 sec): 3 clusters
  Score: Raw -919311.179377 + Penalty 2925.237196 = -916385.942180
  nChanged 178
		SP:Iteration 13Q (70474.570000 sec): 3 clusters
  Score: Raw -919468.316515 + Penalty 2925.237196 = -916543.079318
  nChanged 107
		SP:Iteration 14Q (70474.790000 sec): 3 clusters
  Score: Raw -919566.480004 + Penalty 2925.237196 = -916641.242808
  nChanged 55
		SP:Iteration 15Q (70474.940000 sec): 3 clusters
  Score: Raw -919621.655799 + Penalty 2925.237196 = -916696.418602
  nChanged 36
		SP:Iteration 16Q (70475.190000 sec): 3 clusters
  Score: Raw -919665.617529 + Penalty 2925.237196 = -916740.380333
  nChanged 26
		SP:Iteration 17Q (70475.360000 sec): 3 clusters
  Score: Raw -919706.300877 + Penalty 2925.237196 = -916781.063681
  nChanged 18
		SP:Iteration 18Q (70475.550000 sec): 3 clusters
  Score: Raw -919727.967630 + Penalty 2925.237196 = -916802.730433
  nChanged 10
		SP:Iteration 19Q (70475.740000 sec): 3 clusters
  Score: Raw -919738.769776 + Penalty 2925.237196 = -916813.532579
  nChanged 6
		SP:Iteration 20F (70475.970000 sec): 3 clusters
  Score: Raw -919749.686481 + Penalty 2925.237196 = -916824.449285
  nChanged 4
		SP:Iteration 21Q (70476.140000 sec): 3 clusters
  Score: Raw -919752.986853 + Penalty 2925.237196 = -916827.749656
  nChanged 5
		SP:Iteration 22Q (70476.350000 sec): 3 clusters
  Score: Raw -919760.137362 + Penalty 2925.237196 = -916834.900166
  nChanged 6
		SP:Iteration 23Q (70476.530000 sec): 3 clusters
  Score: Raw -919769.959849 + Penalty 2925.237196 = -916844.722652
  nChanged 4
		SP:Iteration 24Q (70476.730000 sec): 3 clusters
  Score: Raw -919776.155536 + Penalty 2925.237196 = -916850.918340
  nChanged 4
		SP:Iteration 25Q (70476.950000 sec): 3 clusters
  Score: Raw -919780.605796 + Penalty 2925.237196 = -916855.368600
  nChanged 3
		SP:Iteration 26Q (70477.180000 sec): 3 clusters
  Score: Raw -919783.522011 + Penalty 2925.237196 = -916858.284815
  nChanged 2
		SP:Iteration 27Q (70477.390000 sec): 3 clusters
  Score: Raw -919785.028699 + Penalty 2925.237196 = -916859.791503
  nChanged 0
		SP:Iteration 28F (70477.610000 sec): 3 clusters
  Score: Raw -919785.028699 + Penalty 2925.237196 = -916859.791503
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70477.740000 sec): 2 clusters
  Score: Raw -1058906.164307 + Penalty 1488.481935 = -1057417.682372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70477.940000 sec): 3 clusters
  Score: Raw -1053540.342172 + Penalty 2976.963869 = -1050563.378303
  nChanged 4129
		SP:Iteration 1F (70478.140000 sec): 3 clusters
  Score: Raw -1055658.759094 + Penalty 2976.963869 = -1052681.795224
  nChanged 544
		SP:Iteration 2F (70478.300000 sec): 3 clusters
  Score: Raw -1055884.216880 + Penalty 2976.963869 = -1052907.253011
  nChanged 450
		SP:Iteration 3Q (70478.490000 sec): 3 clusters
  Score: Raw -1056051.247096 + Penalty 2976.963869 = -1053074.283227
  nChanged 384
		SP:Iteration 4Q (70478.700000 sec): 3 clusters
  Score: Raw -1056181.117780 + Penalty 2976.963869 = -1053204.153911
  nChanged 311
		SP:Iteration 5Q (70478.940000 sec): 3 clusters
  Score: Raw -1056293.603260 + Penalty 2976.963869 = -1053316.639390
  nChanged 301
		SP:Iteration 6Q (70479.150000 sec): 3 clusters
  Score: Raw -1056387.051940 + Penalty 2976.963869 = -1053410.088070
  nChanged 258
		SP:Iteration 7Q (70479.320000 sec): 3 clusters
  Score: Raw -1056471.128813 + Penalty 2976.963869 = -1053494.164944
  nChanged 247
		SP:Iteration 8Q (70479.550000 sec): 3 clusters
  Score: Raw -1056557.440615 + Penalty 2976.963869 = -1053580.476746
  nChanged 275
		SP:Iteration 9Q (70479.740000 sec): 3 clusters
  Score: Raw -1056664.432108 + Penalty 2976.963869 = -1053687.468239
  nChanged 294
		SP:Iteration 10Q (70479.960000 sec): 3 clusters
  Score: Raw -1056779.526820 + Penalty 2976.963869 = -1053802.562950
  nChanged 304
		SP:Iteration 11Q (70480.180000 sec): 3 clusters
  Score: Raw -1056895.888366 + Penalty 2976.963869 = -1053918.924497
  nChanged 299
		SP:Iteration 12Q (70480.390000 sec): 3 clusters
  Score: Raw -1057017.848755 + Penalty 2976.963869 = -1054040.884886
  nChanged 292
		SP:Iteration 13Q (70480.660000 sec): 3 clusters
  Score: Raw -1057161.591195 + Penalty 2976.963869 = -1054184.627326
  nChanged 314
		SP:Iteration 14Q (70480.880000 sec): 3 clusters
  Score: Raw -1057340.204457 + Penalty 2976.963869 = -1054363.240588
  nChanged 363
		SP:Iteration 15Q (70481.040000 sec): 3 clusters
  Score: Raw -1057571.338987 + Penalty 2976.963869 = -1054594.375118
  nChanged 365
		SP:Iteration 16Q (70481.260000 sec): 3 clusters
  Score: Raw -1057823.142198 + Penalty 2976.963869 = -1054846.178329
  nChanged 367
		SP:Iteration 17Q (70481.500000 sec): 3 clusters
  Score: Raw -1058104.076876 + Penalty 2976.963869 = -1055127.113006
  nChanged 326
		SP:Iteration 18Q (70481.700000 sec): 3 clusters
  Score: Raw -1058359.414090 + Penalty 2976.963869 = -1055382.450221
  nChanged 263
		SP:Iteration 19Q (70481.880000 sec): 3 clusters
  Score: Raw -1058559.795513 + Penalty 2976.963869 = -1055582.831644
  nChanged 204
		SP:Iteration 20F (70482.120000 sec): 3 clusters
  Score: Raw -1058727.853643 + Penalty 2976.963869 = -1055750.889774
  nChanged 167
		SP:Iteration 21Q (70482.320000 sec): 3 clusters
  Score: Raw -1058878.151768 + Penalty 2976.963869 = -1055901.187899
  nChanged 125
		SP:Iteration 22Q (70482.520000 sec): 3 clusters
  Score: Raw -1059005.149185 + Penalty 2976.963869 = -1056028.185316
  nChanged 97
		SP:Iteration 23Q (70482.730000 sec): 3 clusters
  Score: Raw -1059078.506114 + Penalty 2976.963869 = -1056101.542244
  nChanged 69
		SP:Iteration 24Q (70482.910000 sec): 3 clusters
  Score: Raw -1059128.855605 + Penalty 2976.963869 = -1056151.891736
  nChanged 46
		SP:Iteration 25Q (70483.090000 sec): 3 clusters
  Score: Raw -1059162.334904 + Penalty 2976.963869 = -1056185.371035
  nChanged 39
		SP:Iteration 26Q (70483.320000 sec): 3 clusters
  Score: Raw -1059186.406103 + Penalty 2976.963869 = -1056209.442234
  nChanged 24
		SP:Iteration 27Q (70483.500000 sec): 3 clusters
  Score: Raw -1059202.415949 + Penalty 2976.963869 = -1056225.452080
  nChanged 25
		SP:Iteration 28Q (70483.720000 sec): 3 clusters
  Score: Raw -1059213.244944 + Penalty 2976.963869 = -1056236.281075
  nChanged 15
		SP:Iteration 29Q (70483.890000 sec): 3 clusters
  Score: Raw -1059220.691357 + Penalty 2976.963869 = -1056243.727488
  nChanged 13
		SP:Iteration 30Q (70484.080000 sec): 3 clusters
  Score: Raw -1059228.449214 + Penalty 2976.963869 = -1056251.485344
  nChanged 16
		SP:Iteration 31Q (70484.230000 sec): 3 clusters
  Score: Raw -1059236.589103 + Penalty 2976.963869 = -1056259.625233
  nChanged 7
		SP:Iteration 32Q (70484.430000 sec): 3 clusters
  Score: Raw -1059240.215629 + Penalty 2976.963869 = -1056263.251760
  nChanged 11
		SP:Iteration 33Q (70484.660000 sec): 3 clusters
  Score: Raw -1059245.299597 + Penalty 2976.963869 = -1056268.335728
  nChanged 7
		SP:Iteration 34Q (70484.850000 sec): 3 clusters
  Score: Raw -1059247.996913 + Penalty 2976.963869 = -1056271.033044
  nChanged 5
		SP:Iteration 35Q (70485.010000 sec): 3 clusters
  Score: Raw -1059250.201888 + Penalty 2976.963869 = -1056273.238019
  nChanged 5
		SP:Iteration 36Q (70485.210000 sec): 3 clusters
  Score: Raw -1059251.596702 + Penalty 2976.963869 = -1056274.632832
  nChanged 1
		SP:Iteration 37Q (70485.410000 sec): 3 clusters
  Score: Raw -1059252.023579 + Penalty 2976.963869 = -1056275.059710
  nChanged 0
		SP:Iteration 38F (70485.600000 sec): 3 clusters
  Score: Raw -1059252.023579 + Penalty 2976.963869 = -1056275.059710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70485.750000 sec): 2 clusters
  Score: Raw -1252260.950999 + Penalty 1515.096222 = -1250745.854777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70485.970000 sec): 3 clusters
  Score: Raw -1245845.687795 + Penalty 3030.192444 = -1242815.495351
  nChanged 4791
		SP:Iteration 1F (70486.150000 sec): 3 clusters
  Score: Raw -1248442.481004 + Penalty 3030.192444 = -1245412.288561
  nChanged 663
		SP:Iteration 2F (70486.380000 sec): 3 clusters
  Score: Raw -1248720.957940 + Penalty 3030.192444 = -1245690.765496
  nChanged 559
		SP:Iteration 3Q (70486.600000 sec): 3 clusters
  Score: Raw -1248929.182519 + Penalty 3030.192444 = -1245898.990075
  nChanged 462
		SP:Iteration 4Q (70486.810000 sec): 3 clusters
  Score: Raw -1249097.949034 + Penalty 3030.192444 = -1246067.756590
  nChanged 418
		SP:Iteration 5Q (70487.030000 sec): 3 clusters
  Score: Raw -1249271.564861 + Penalty 3030.192444 = -1246241.372417
  nChanged 445
		SP:Iteration 6Q (70487.310000 sec): 3 clusters
  Score: Raw -1249479.783953 + Penalty 3030.192444 = -1246449.591509
  nChanged 483
		SP:Iteration 7Q (70487.540000 sec): 3 clusters
  Score: Raw -1249745.204434 + Penalty 3030.192444 = -1246715.011991
  nChanged 548
		SP:Iteration 8Q (70487.770000 sec): 3 clusters
  Score: Raw -1250096.180696 + Penalty 3030.192444 = -1247065.988252
  nChanged 596
		SP:Iteration 9F (70487.980000 sec): 3 clusters
  Score: Raw -1250536.417418 + Penalty 3030.192444 = -1247506.224975
  nChanged 601
		SP:Iteration 10F (70488.170000 sec): 3 clusters
  Score: Raw -1251039.124212 + Penalty 3030.192444 = -1248008.931768
  nChanged 472
		SP:Iteration 11Q (70488.380000 sec): 3 clusters
  Score: Raw -1251487.446167 + Penalty 3030.192444 = -1248457.253724
  nChanged 398
		SP:Iteration 12Q (70488.610000 sec): 3 clusters
  Score: Raw -1251889.308027 + Penalty 3030.192444 = -1248859.115584
  nChanged 323
		SP:Iteration 13Q (70488.830000 sec): 3 clusters
  Score: Raw -1252194.464945 + Penalty 3030.192444 = -1249164.272502
  nChanged 259
		SP:Iteration 14Q (70489.060000 sec): 3 clusters
  Score: Raw -1252370.429360 + Penalty 3030.192444 = -1249340.236917
  nChanged 164
		SP:Iteration 15Q (70489.250000 sec): 3 clusters
  Score: Raw -1252447.677272 + Penalty 3030.192444 = -1249417.484828
  nChanged 118
		SP:Iteration 16Q (70489.430000 sec): 3 clusters
  Score: Raw -1252494.815917 + Penalty 3030.192444 = -1249464.623474
  nChanged 87
		SP:Iteration 17Q (70489.670000 sec): 3 clusters
  Score: Raw -1252523.107864 + Penalty 3030.192444 = -1249492.915420
  nChanged 68
		SP:Iteration 18Q (70489.860000 sec): 3 clusters
  Score: Raw -1252541.623601 + Penalty 3030.192444 = -1249511.431157
  nChanged 53
		SP:Iteration 19Q (70490.030000 sec): 3 clusters
  Score: Raw -1252556.372651 + Penalty 3030.192444 = -1249526.180207
  nChanged 42
		SP:Iteration 20F (70490.250000 sec): 3 clusters
  Score: Raw -1252568.501222 + Penalty 3030.192444 = -1249538.308778
  nChanged 41
		SP:Iteration 21Q (70490.460000 sec): 3 clusters
  Score: Raw -1252579.331821 + Penalty 3030.192444 = -1249549.139378
  nChanged 42
		SP:Iteration 22Q (70490.700000 sec): 3 clusters
  Score: Raw -1252587.970735 + Penalty 3030.192444 = -1249557.778291
  nChanged 35
		SP:Iteration 23Q (70490.870000 sec): 3 clusters
  Score: Raw -1252596.408892 + Penalty 3030.192444 = -1249566.216449
  nChanged 36
		SP:Iteration 24Q (70491.100000 sec): 3 clusters
  Score: Raw -1252605.478081 + Penalty 3030.192444 = -1249575.285638
  nChanged 35
		SP:Iteration 25Q (70491.300000 sec): 3 clusters
  Score: Raw -1252615.659664 + Penalty 3030.192444 = -1249585.467221
  nChanged 31
		SP:Iteration 26Q (70491.520000 sec): 3 clusters
  Score: Raw -1252624.199168 + Penalty 3030.192444 = -1249594.006725
  nChanged 41
		SP:Iteration 27Q (70491.760000 sec): 3 clusters
  Score: Raw -1252635.598881 + Penalty 3030.192444 = -1249605.406437
  nChanged 37
		SP:Iteration 28Q (70491.940000 sec): 3 clusters
  Score: Raw -1252644.308994 + Penalty 3030.192444 = -1249614.116551
  nChanged 34
		SP:Iteration 29Q (70492.120000 sec): 3 clusters
  Score: Raw -1252652.702563 + Penalty 3030.192444 = -1249622.510120
  nChanged 41
		SP:Iteration 30Q (70492.320000 sec): 3 clusters
  Score: Raw -1252663.755838 + Penalty 3030.192444 = -1249633.563395
  nChanged 44
		SP:Iteration 31Q (70492.470000 sec): 3 clusters
  Score: Raw -1252675.521831 + Penalty 3030.192444 = -1249645.329388
  nChanged 44
		SP:Iteration 32Q (70492.730000 sec): 3 clusters
  Score: Raw -1252688.315126 + Penalty 3030.192444 = -1249658.122682
  nChanged 45
		SP:Iteration 33Q (70492.910000 sec): 3 clusters
  Score: Raw -1252702.175537 + Penalty 3030.192444 = -1249671.983094
  nChanged 65
		SP:Iteration 34Q (70493.170000 sec): 3 clusters
  Score: Raw -1252726.622261 + Penalty 3030.192444 = -1249696.429817
  nChanged 76
		SP:Iteration 35Q (70493.360000 sec): 3 clusters
  Score: Raw -1252756.693733 + Penalty 3030.192444 = -1249726.501290
  nChanged 75
		SP:Iteration 36Q (70493.600000 sec): 3 clusters
  Score: Raw -1252786.425348 + Penalty 3030.192444 = -1249756.232904
  nChanged 82
		SP:Iteration 37Q (70493.780000 sec): 3 clusters
  Score: Raw -1252817.724370 + Penalty 3030.192444 = -1249787.531926
  nChanged 92
		SP:Iteration 38Q (70493.990000 sec): 3 clusters
  Score: Raw -1252854.291482 + Penalty 3030.192444 = -1249824.099038
  nChanged 85
		SP:Iteration 39Q (70494.220000 sec): 3 clusters
  Score: Raw -1252886.850791 + Penalty 3030.192444 = -1249856.658347
  nChanged 84
		SP:Iteration 40F (70494.420000 sec): 3 clusters
  Score: Raw -1252922.204390 + Penalty 3030.192444 = -1249892.011946
  nChanged 89
		SP:Iteration 41Q (70494.630000 sec): 3 clusters
  Score: Raw -1252953.561036 + Penalty 3030.192444 = -1249923.368592
  nChanged 76
		SP:Iteration 42Q (70494.860000 sec): 3 clusters
  Score: Raw -1252980.554432 + Penalty 3030.192444 = -1249950.361989
  nChanged 81
		SP:Iteration 43Q (70495.090000 sec): 3 clusters
  Score: Raw -1253006.777638 + Penalty 3030.192444 = -1249976.585194
  nChanged 78
		SP:Iteration 44Q (70495.300000 sec): 3 clusters
  Score: Raw -1253036.645014 + Penalty 3030.192444 = -1250006.452571
  nChanged 85
		SP:Iteration 45Q (70495.500000 sec): 3 clusters
  Score: Raw -1253063.541446 + Penalty 3030.192444 = -1250033.349002
  nChanged 66
		SP:Iteration 46Q (70495.700000 sec): 3 clusters
  Score: Raw -1253081.649979 + Penalty 3030.192444 = -1250051.457535
  nChanged 51
		SP:Iteration 47Q (70495.940000 sec): 3 clusters
  Score: Raw -1253095.416020 + Penalty 3030.192444 = -1250065.223576
  nChanged 43
		SP:Iteration 48Q (70496.170000 sec): 3 clusters
  Score: Raw -1253104.123373 + Penalty 3030.192444 = -1250073.930929
  nChanged 34
		SP:Iteration 49Q (70496.380000 sec): 3 clusters
  Score: Raw -1253110.918145 + Penalty 3030.192444 = -1250080.725701
  nChanged 29
		SP:Iteration 50Q (70496.530000 sec): 3 clusters
  Score: Raw -1253116.291678 + Penalty 3030.192444 = -1250086.099235
  nChanged 29
		SP:Iteration 51Q (70496.730000 sec): 3 clusters
  Score: Raw -1253120.536852 + Penalty 3030.192444 = -1250090.344408
  nChanged 19
		SP:Iteration 52Q (70496.960000 sec): 3 clusters
  Score: Raw -1253123.580902 + Penalty 3030.192444 = -1250093.388459
  nChanged 19
		SP:Iteration 53Q (70497.170000 sec): 3 clusters
  Score: Raw -1253126.550077 + Penalty 3030.192444 = -1250096.357633
  nChanged 23
		SP:Iteration 54Q (70497.360000 sec): 3 clusters
  Score: Raw -1253130.768563 + Penalty 3030.192444 = -1250100.576120
  nChanged 26
		SP:Iteration 55Q (70497.550000 sec): 3 clusters
  Score: Raw -1253135.194784 + Penalty 3030.192444 = -1250105.002341
  nChanged 18
		SP:Iteration 56Q (70497.780000 sec): 3 clusters
  Score: Raw -1253138.365015 + Penalty 3030.192444 = -1250108.172572
  nChanged 22
		SP:Iteration 57Q (70498.010000 sec): 3 clusters
  Score: Raw -1253142.513570 + Penalty 3030.192444 = -1250112.321126
  nChanged 25
		SP:Iteration 58Q (70498.220000 sec): 3 clusters
  Score: Raw -1253146.712040 + Penalty 3030.192444 = -1250116.519596
  nChanged 15
		SP:Iteration 59Q (70498.440000 sec): 3 clusters
  Score: Raw -1253148.780621 + Penalty 3030.192444 = -1250118.588178
  nChanged 11
		SP:Iteration 60F (70498.690000 sec): 3 clusters
  Score: Raw -1253149.852374 + Penalty 3030.192444 = -1250119.659931
  nChanged 6
		SP:Iteration 61Q (70498.940000 sec): 3 clusters
  Score: Raw -1253150.397832 + Penalty 3030.192444 = -1250120.205389
  nChanged 4
		SP:Iteration 62Q (70499.140000 sec): 3 clusters
  Score: Raw -1253150.790173 + Penalty 3030.192444 = -1250120.597729
  nChanged 3
		SP:Iteration 63Q (70499.330000 sec): 3 clusters
  Score: Raw -1253151.141800 + Penalty 3030.192444 = -1250120.949356
  nChanged 6
		SP:Iteration 64Q (70499.570000 sec): 3 clusters
  Score: Raw -1253152.163384 + Penalty 3030.192444 = -1250121.970940
  nChanged 9
		SP:Iteration 65Q (70499.800000 sec): 3 clusters
  Score: Raw -1253152.926833 + Penalty 3030.192444 = -1250122.734390
  nChanged 4
		SP:Iteration 66Q (70500.000000 sec): 3 clusters
  Score: Raw -1253153.319068 + Penalty 3030.192444 = -1250123.126625
  nChanged 4
		SP:Iteration 67Q (70500.190000 sec): 3 clusters
  Score: Raw -1253153.646947 + Penalty 3030.192444 = -1250123.454503
  nChanged 2
		SP:Iteration 68Q (70500.370000 sec): 3 clusters
  Score: Raw -1253153.801891 + Penalty 3030.192444 = -1250123.609448
  nChanged 1
		SP:Iteration 69Q (70500.600000 sec): 3 clusters
  Score: Raw -1253153.853685 + Penalty 3030.192444 = -1250123.661242
  nChanged 0
		SP:Iteration 70F (70500.820000 sec): 3 clusters
  Score: Raw -1253153.853685 + Penalty 3030.192444 = -1250123.661242
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70500.940000 sec): 2 clusters
  Score: Raw -920493.653697 + Penalty 1468.076826 = -919025.576871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70501.120000 sec): 3 clusters
  Score: Raw -915851.622299 + Penalty 2936.153652 = -912915.468647
  nChanged 3605
		SP:Iteration 1F (70501.340000 sec): 3 clusters
  Score: Raw -917786.948591 + Penalty 2936.153652 = -914850.794939
  nChanged 525
		SP:Iteration 2F (70501.550000 sec): 3 clusters
  Score: Raw -918052.443771 + Penalty 2936.153652 = -915116.290120
  nChanged 506
		SP:Iteration 3F (70501.720000 sec): 3 clusters
  Score: Raw -918339.635065 + Penalty 2936.153652 = -915403.481414
  nChanged 469
		SP:Iteration 4F (70501.910000 sec): 3 clusters
  Score: Raw -918610.828477 + Penalty 2936.153652 = -915674.674826
  nChanged 448
		SP:Iteration 5F (70502.100000 sec): 3 clusters
  Score: Raw -918889.049215 + Penalty 2936.153652 = -915952.895563
  nChanged 459
		SP:Iteration 6F (70502.330000 sec): 3 clusters
  Score: Raw -919186.830432 + Penalty 2936.153652 = -916250.676781
  nChanged 438
		SP:Iteration 7F (70502.500000 sec): 3 clusters
  Score: Raw -919490.287842 + Penalty 2936.153652 = -916554.134190
  nChanged 414
		SP:Iteration 8Q (70502.700000 sec): 3 clusters
  Score: Raw -919753.932099 + Penalty 2936.153652 = -916817.778447
  nChanged 334
		SP:Iteration 9Q (70502.880000 sec): 3 clusters
  Score: Raw -919947.268680 + Penalty 2936.153652 = -917011.115029
  nChanged 263
		SP:Iteration 10Q (70503.060000 sec): 3 clusters
  Score: Raw -920082.549111 + Penalty 2936.153652 = -917146.395459
  nChanged 217
		SP:Iteration 11Q (70503.260000 sec): 3 clusters
  Score: Raw -920181.478881 + Penalty 2936.153652 = -917245.325229
  nChanged 180
		SP:Iteration 12Q (70503.500000 sec): 3 clusters
  Score: Raw -920259.758526 + Penalty 2936.153652 = -917323.604875
  nChanged 142
		SP:Iteration 13Q (70503.640000 sec): 3 clusters
  Score: Raw -920316.658179 + Penalty 2936.153652 = -917380.504528
  nChanged 116
		SP:Iteration 14Q (70503.860000 sec): 3 clusters
  Score: Raw -920355.937369 + Penalty 2936.153652 = -917419.783718
  nChanged 80
		SP:Iteration 15Q (70504.020000 sec): 3 clusters
  Score: Raw -920387.303337 + Penalty 2936.153652 = -917451.149685
  nChanged 75
		SP:Iteration 16Q (70504.190000 sec): 3 clusters
  Score: Raw -920413.571419 + Penalty 2936.153652 = -917477.417767
  nChanged 62
		SP:Iteration 17Q (70504.370000 sec): 3 clusters
  Score: Raw -920436.192100 + Penalty 2936.153652 = -917500.038448
  nChanged 60
		SP:Iteration 18Q (70504.610000 sec): 3 clusters
  Score: Raw -920459.615597 + Penalty 2936.153652 = -917523.461945
  nChanged 59
		SP:Iteration 19Q (70504.750000 sec): 3 clusters
  Score: Raw -920479.685886 + Penalty 2936.153652 = -917543.532234
  nChanged 46
		SP:Iteration 20F (70504.970000 sec): 3 clusters
  Score: Raw -920493.867408 + Penalty 2936.153652 = -917557.713756
  nChanged 46
		SP:Iteration 21Q (70505.170000 sec): 3 clusters
  Score: Raw -920511.379669 + Penalty 2936.153652 = -917575.226018
  nChanged 50
		SP:Iteration 22Q (70505.300000 sec): 3 clusters
  Score: Raw -920525.260893 + Penalty 2936.153652 = -917589.107241
  nChanged 43
		SP:Iteration 23Q (70505.520000 sec): 3 clusters
  Score: Raw -920536.388648 + Penalty 2936.153652 = -917600.234997
  nChanged 34
		SP:Iteration 24Q (70505.680000 sec): 3 clusters
  Score: Raw -920545.515663 + Penalty 2936.153652 = -917609.362012
  nChanged 24
		SP:Iteration 25Q (70505.920000 sec): 3 clusters
  Score: Raw -920553.319697 + Penalty 2936.153652 = -917617.166046
  nChanged 26
		SP:Iteration 26Q (70506.120000 sec): 3 clusters
  Score: Raw -920560.168885 + Penalty 2936.153652 = -917624.015234
  nChanged 21
		SP:Iteration 27Q (70506.310000 sec): 3 clusters
  Score: Raw -920565.859944 + Penalty 2936.153652 = -917629.706292
  nChanged 18
		SP:Iteration 28Q (70506.510000 sec): 3 clusters
  Score: Raw -920570.675653 + Penalty 2936.153652 = -917634.522001
  nChanged 16
		SP:Iteration 29Q (70506.750000 sec): 3 clusters
  Score: Raw -920575.409504 + Penalty 2936.153652 = -917639.255852
  nChanged 14
		SP:Iteration 30Q (70506.910000 sec): 3 clusters
  Score: Raw -920579.356642 + Penalty 2936.153652 = -917643.202991
  nChanged 14
		SP:Iteration 31Q (70507.120000 sec): 3 clusters
  Score: Raw -920583.396936 + Penalty 2936.153652 = -917647.243285
  nChanged 9
		SP:Iteration 32Q (70507.310000 sec): 3 clusters
  Score: Raw -920585.487939 + Penalty 2936.153652 = -917649.334287
  nChanged 8
		SP:Iteration 33Q (70507.480000 sec): 3 clusters
  Score: Raw -920587.801364 + Penalty 2936.153652 = -917651.647712
  nChanged 14
		SP:Iteration 34Q (70507.710000 sec): 3 clusters
  Score: Raw -920591.483146 + Penalty 2936.153652 = -917655.329495
  nChanged 14
		SP:Iteration 35Q (70507.900000 sec): 3 clusters
  Score: Raw -920595.898520 + Penalty 2936.153652 = -917659.744869
  nChanged 11
		SP:Iteration 36Q (70508.060000 sec): 3 clusters
  Score: Raw -920599.093584 + Penalty 2936.153652 = -917662.939932
  nChanged 7
		SP:Iteration 37Q (70508.230000 sec): 3 clusters
  Score: Raw -920601.694564 + Penalty 2936.153652 = -917665.540913
  nChanged 9
		SP:Iteration 38Q (70508.400000 sec): 3 clusters
  Score: Raw -920605.584234 + Penalty 2936.153652 = -917669.430582
  nChanged 15
		SP:Iteration 39Q (70508.640000 sec): 3 clusters
  Score: Raw -920609.915793 + Penalty 2936.153652 = -917673.762142
  nChanged 10
		SP:Iteration 40F (70508.840000 sec): 3 clusters
  Score: Raw -920613.204514 + Penalty 2936.153652 = -917677.050863
  nChanged 7
		SP:Iteration 41Q (70509.030000 sec): 3 clusters
  Score: Raw -920616.166721 + Penalty 2936.153652 = -917680.013069
  nChanged 9
		SP:Iteration 42Q (70509.210000 sec): 3 clusters
  Score: Raw -920618.644357 + Penalty 2936.153652 = -917682.490705
  nChanged 10
		SP:Iteration 43Q (70509.400000 sec): 3 clusters
  Score: Raw -920622.290990 + Penalty 2936.153652 = -917686.137339
  nChanged 12
		SP:Iteration 44Q (70509.590000 sec): 3 clusters
  Score: Raw -920625.895785 + Penalty 2936.153652 = -917689.742134
  nChanged 8
		SP:Iteration 45Q (70509.790000 sec): 3 clusters
  Score: Raw -920628.182033 + Penalty 2936.153652 = -917692.028382
  nChanged 8
		SP:Iteration 46Q (70509.930000 sec): 3 clusters
  Score: Raw -920630.577300 + Penalty 2936.153652 = -917694.423649
  nChanged 10
		SP:Iteration 47Q (70510.070000 sec): 3 clusters
  Score: Raw -920633.031711 + Penalty 2936.153652 = -917696.878060
  nChanged 8
		SP:Iteration 48Q (70510.200000 sec): 3 clusters
  Score: Raw -920635.011664 + Penalty 2936.153652 = -917698.858012
  nChanged 10
		SP:Iteration 49Q (70510.390000 sec): 3 clusters
  Score: Raw -920638.915693 + Penalty 2936.153652 = -917702.762042
  nChanged 8
		SP:Iteration 50Q (70510.580000 sec): 3 clusters
  Score: Raw -920641.571489 + Penalty 2936.153652 = -917705.417838
  nChanged 7
		SP:Iteration 51Q (70510.770000 sec): 3 clusters
  Score: Raw -920644.336242 + Penalty 2936.153652 = -917708.182590
  nChanged 7
		SP:Iteration 52Q (70510.980000 sec): 3 clusters
  Score: Raw -920646.470197 + Penalty 2936.153652 = -917710.316545
  nChanged 7
		SP:Iteration 53Q (70511.190000 sec): 3 clusters
  Score: Raw -920649.047751 + Penalty 2936.153652 = -917712.894099
  nChanged 6
		SP:Iteration 54Q (70511.400000 sec): 3 clusters
  Score: Raw -920650.945163 + Penalty 2936.153652 = -917714.791511
  nChanged 8
		SP:Iteration 55Q (70511.600000 sec): 3 clusters
  Score: Raw -920653.862350 + Penalty 2936.153652 = -917717.708699
  nChanged 6
		SP:Iteration 56Q (70511.800000 sec): 3 clusters
  Score: Raw -920655.617502 + Penalty 2936.153652 = -917719.463850
  nChanged 5
		SP:Iteration 57Q (70511.980000 sec): 3 clusters
  Score: Raw -920656.962615 + Penalty 2936.153652 = -917720.808963
  nChanged 6
		SP:Iteration 58Q (70512.180000 sec): 3 clusters
  Score: Raw -920658.359736 + Penalty 2936.153652 = -917722.206085
  nChanged 4
		SP:Iteration 59Q (70512.370000 sec): 3 clusters
  Score: Raw -920659.416694 + Penalty 2936.153652 = -917723.263043
  nChanged 2
		SP:Iteration 60F (70512.570000 sec): 3 clusters
  Score: Raw -920659.853169 + Penalty 2936.153652 = -917723.699518
  nChanged 3
		SP:Iteration 61Q (70512.730000 sec): 3 clusters
  Score: Raw -920660.932829 + Penalty 2936.153652 = -917724.779178
  nChanged 3
		SP:Iteration 62Q (70512.900000 sec): 3 clusters
  Score: Raw -920661.717730 + Penalty 2936.153652 = -917725.564078
  nChanged 1
		SP:Iteration 63Q (70513.100000 sec): 3 clusters
  Score: Raw -920661.902520 + Penalty 2936.153652 = -917725.748869
  nChanged 1
		SP:Iteration 64Q (70513.320000 sec): 3 clusters
  Score: Raw -920662.146220 + Penalty 2936.153652 = -917725.992569
  nChanged 2
		SP:Iteration 65Q (70513.540000 sec): 3 clusters
  Score: Raw -920662.598066 + Penalty 2936.153652 = -917726.444415
  nChanged 1
		SP:Iteration 66Q (70513.740000 sec): 3 clusters
  Score: Raw -920663.250834 + Penalty 2936.153652 = -917727.097182
  nChanged 2
		SP:Iteration 67Q (70513.920000 sec): 3 clusters
  Score: Raw -920663.581031 + Penalty 2936.153652 = -917727.427380
  nChanged 0
		SP:Iteration 68F (70514.140000 sec): 3 clusters
  Score: Raw -920663.581031 + Penalty 2936.153652 = -917727.427380
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70514.250000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70514.430000 sec): 3 clusters
  Score: Raw -639541.888277 + Penalty 2822.320359 = -636719.567918
  nChanged 2464
		SP:Iteration 1F (70514.620000 sec): 3 clusters
  Score: Raw -640894.777777 + Penalty 2822.320359 = -638072.457418
  nChanged 403
		SP:Iteration 2F (70514.790000 sec): 3 clusters
  Score: Raw -641197.190857 + Penalty 2822.320359 = -638374.870498
  nChanged 380
		SP:Iteration 3F (70514.950000 sec): 3 clusters
  Score: Raw -641501.834652 + Penalty 2822.320359 = -638679.514293
  nChanged 361
		SP:Iteration 4F (70515.130000 sec): 3 clusters
  Score: Raw -641760.214649 + Penalty 2822.320359 = -638937.894290
  nChanged 331
		SP:Iteration 5F (70515.300000 sec): 3 clusters
  Score: Raw -641983.900623 + Penalty 2822.320359 = -639161.580263
  nChanged 328
		SP:Iteration 6F (70515.540000 sec): 3 clusters
  Score: Raw -642186.698106 + Penalty 2822.320359 = -639364.377747
  nChanged 291
		SP:Iteration 7Q (70515.640000 sec): 3 clusters
  Score: Raw -642365.856190 + Penalty 2822.320359 = -639543.535831
  nChanged 237
		SP:Iteration 8Q (70515.830000 sec): 3 clusters
  Score: Raw -642505.107791 + Penalty 2822.320359 = -639682.787432
  nChanged 226
		SP:Iteration 9Q (70516.020000 sec): 3 clusters
  Score: Raw -642644.630265 + Penalty 2822.320359 = -639822.309906
  nChanged 199
		SP:Iteration 10Q (70516.260000 sec): 3 clusters
  Score: Raw -642760.469992 + Penalty 2822.320359 = -639938.149633
  nChanged 147
		SP:Iteration 11Q (70516.440000 sec): 3 clusters
  Score: Raw -642849.251943 + Penalty 2822.320359 = -640026.931584
  nChanged 124
		SP:Iteration 12Q (70516.610000 sec): 3 clusters
  Score: Raw -642941.437901 + Penalty 2822.320359 = -640119.117542
  nChanged 124
		SP:Iteration 13Q (70516.800000 sec): 3 clusters
  Score: Raw -643039.588478 + Penalty 2822.320359 = -640217.268118
  nChanged 108
		SP:Iteration 14Q (70516.990000 sec): 3 clusters
  Score: Raw -643132.932577 + Penalty 2822.320359 = -640310.612218
  nChanged 100
		SP:Iteration 15Q (70517.210000 sec): 3 clusters
  Score: Raw -643232.410581 + Penalty 2822.320359 = -640410.090222
  nChanged 85
		SP:Iteration 16Q (70517.370000 sec): 3 clusters
  Score: Raw -643294.885022 + Penalty 2822.320359 = -640472.564663
  nChanged 64
		SP:Iteration 17Q (70517.590000 sec): 3 clusters
  Score: Raw -643339.786974 + Penalty 2822.320359 = -640517.466615
  nChanged 57
		SP:Iteration 18Q (70517.800000 sec): 3 clusters
  Score: Raw -643376.021735 + Penalty 2822.320359 = -640553.701376
  nChanged 37
		SP:Iteration 19Q (70517.950000 sec): 3 clusters
  Score: Raw -643402.112227 + Penalty 2822.320359 = -640579.791868
  nChanged 38
		SP:Iteration 20F (70518.170000 sec): 3 clusters
  Score: Raw -643430.816488 + Penalty 2822.320359 = -640608.496129
  nChanged 33
		SP:Iteration 21Q (70518.310000 sec): 3 clusters
  Score: Raw -643453.631774 + Penalty 2822.320359 = -640631.311414
  nChanged 26
		SP:Iteration 22Q (70518.530000 sec): 3 clusters
  Score: Raw -643466.565526 + Penalty 2822.320359 = -640644.245166
  nChanged 20
		SP:Iteration 23Q (70518.690000 sec): 3 clusters
  Score: Raw -643475.091516 + Penalty 2822.320359 = -640652.771157
  nChanged 11
		SP:Iteration 24Q (70518.850000 sec): 3 clusters
  Score: Raw -643479.169597 + Penalty 2822.320359 = -640656.849238
  nChanged 9
		SP:Iteration 25Q (70519.030000 sec): 3 clusters
  Score: Raw -643481.691491 + Penalty 2822.320359 = -640659.371132
  nChanged 5
		SP:Iteration 26Q (70519.230000 sec): 3 clusters
  Score: Raw -643482.987803 + Penalty 2822.320359 = -640660.667444
  nChanged 2
		SP:Iteration 27Q (70519.390000 sec): 3 clusters
  Score: Raw -643483.355123 + Penalty 2822.320359 = -640661.034764
  nChanged 2
		SP:Iteration 28Q (70519.570000 sec): 3 clusters
  Score: Raw -643484.048632 + Penalty 2822.320359 = -640661.728272
  nChanged 4
		SP:Iteration 29Q (70519.740000 sec): 3 clusters
  Score: Raw -643485.268120 + Penalty 2822.320359 = -640662.947761
  nChanged 6
		SP:Iteration 30Q (70519.900000 sec): 3 clusters
  Score: Raw -643486.997865 + Penalty 2822.320359 = -640664.677505
  nChanged 5
		SP:Iteration 31Q (70520.110000 sec): 3 clusters
  Score: Raw -643488.299499 + Penalty 2822.320359 = -640665.979140
  nChanged 2
		SP:Iteration 32Q (70520.290000 sec): 3 clusters
  Score: Raw -643488.873845 + Penalty 2822.320359 = -640666.553486
  nChanged 3
		SP:Iteration 33Q (70520.490000 sec): 3 clusters
  Score: Raw -643489.980919 + Penalty 2822.320359 = -640667.660560
  nChanged 4
		SP:Iteration 34Q (70520.630000 sec): 3 clusters
  Score: Raw -643490.814650 + Penalty 2822.320359 = -640668.494291
  nChanged 1
		SP:Iteration 35Q (70520.820000 sec): 3 clusters
  Score: Raw -643491.019853 + Penalty 2822.320359 = -640668.699494
  nChanged 1
		SP:Iteration 36Q (70521.010000 sec): 3 clusters
  Score: Raw -643491.439406 + Penalty 2822.320359 = -640669.119047
  nChanged 1
		SP:Iteration 37Q (70521.170000 sec): 3 clusters
  Score: Raw -643492.125543 + Penalty 2822.320359 = -640669.805184
  nChanged 3
		SP:Iteration 38Q (70521.370000 sec): 3 clusters
  Score: Raw -643492.565545 + Penalty 2822.320359 = -640670.245185
  nChanged 2
		SP:Iteration 39Q (70521.530000 sec): 3 clusters
  Score: Raw -643492.937124 + Penalty 2822.320359 = -640670.616764
  nChanged 1
		SP:Iteration 40F (70521.710000 sec): 3 clusters
  Score: Raw -643493.214724 + Penalty 2822.320359 = -640670.894364
  nChanged 1
		SP:Iteration 41Q (70521.860000 sec): 3 clusters
  Score: Raw -643493.505391 + Penalty 2822.320359 = -640671.185032
  nChanged 1
		SP:Iteration 42Q (70522.040000 sec): 3 clusters
  Score: Raw -643493.725879 + Penalty 2822.320359 = -640671.405520
  nChanged 1
		SP:Iteration 43Q (70522.230000 sec): 3 clusters
  Score: Raw -643493.897248 + Penalty 2822.320359 = -640671.576888
  nChanged 0
		SP:Iteration 44F (70522.430000 sec): 3 clusters
  Score: Raw -643493.897248 + Penalty 2822.320359 = -640671.576888
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70522.550000 sec): 2 clusters
  Score: Raw -592826.132568 + Penalty 1394.856079 = -591431.276489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70522.680000 sec): 3 clusters
  Score: Raw -589985.953035 + Penalty 2789.712157 = -587196.240878
  nChanged 2200
		SP:Iteration 1F (70522.870000 sec): 3 clusters
  Score: Raw -591289.142071 + Penalty 2789.712157 = -588499.429913
  nChanged 442
		SP:Iteration 2F (70523.100000 sec): 3 clusters
  Score: Raw -591611.370354 + Penalty 2789.712157 = -588821.658197
  nChanged 423
		SP:Iteration 3F (70523.270000 sec): 3 clusters
  Score: Raw -591920.899216 + Penalty 2789.712157 = -589131.187058
  nChanged 376
		SP:Iteration 4F (70523.430000 sec): 3 clusters
  Score: Raw -592221.113170 + Penalty 2789.712157 = -589431.401013
  nChanged 288
		SP:Iteration 5F (70523.620000 sec): 3 clusters
  Score: Raw -592436.868928 + Penalty 2789.712157 = -589647.156771
  nChanged 248
		SP:Iteration 6Q (70523.800000 sec): 3 clusters
  Score: Raw -592613.460154 + Penalty 2789.712157 = -589823.747997
  nChanged 199
		SP:Iteration 7Q (70523.960000 sec): 3 clusters
  Score: Raw -592731.316637 + Penalty 2789.712157 = -589941.604479
  nChanged 127
		SP:Iteration 8Q (70524.080000 sec): 3 clusters
  Score: Raw -592802.586164 + Penalty 2789.712157 = -590012.874007
  nChanged 100
		SP:Iteration 9Q (70524.280000 sec): 3 clusters
  Score: Raw -592857.192466 + Penalty 2789.712157 = -590067.480309
  nChanged 82
		SP:Iteration 10Q (70524.460000 sec): 3 clusters
  Score: Raw -592896.757262 + Penalty 2789.712157 = -590107.045105
  nChanged 67
		SP:Iteration 11Q (70524.660000 sec): 3 clusters
  Score: Raw -592929.934926 + Penalty 2789.712157 = -590140.222768
  nChanged 59
		SP:Iteration 12Q (70524.840000 sec): 3 clusters
  Score: Raw -592953.846950 + Penalty 2789.712157 = -590164.134792
  nChanged 35
		SP:Iteration 13Q (70525.040000 sec): 3 clusters
  Score: Raw -592967.721496 + Penalty 2789.712157 = -590178.009339
  nChanged 29
		SP:Iteration 14Q (70525.200000 sec): 3 clusters
  Score: Raw -592977.161848 + Penalty 2789.712157 = -590187.449690
  nChanged 19
		SP:Iteration 15Q (70525.390000 sec): 3 clusters
  Score: Raw -592984.196174 + Penalty 2789.712157 = -590194.484017
  nChanged 22
		SP:Iteration 16Q (70525.500000 sec): 3 clusters
  Score: Raw -592991.984911 + Penalty 2789.712157 = -590202.272753
  nChanged 17
		SP:Iteration 17Q (70525.640000 sec): 3 clusters
  Score: Raw -592998.427799 + Penalty 2789.712157 = -590208.715642
  nChanged 16
		SP:Iteration 18Q (70525.790000 sec): 3 clusters
  Score: Raw -593005.300477 + Penalty 2789.712157 = -590215.588319
  nChanged 10
		SP:Iteration 19Q (70525.920000 sec): 3 clusters
  Score: Raw -593008.493685 + Penalty 2789.712157 = -590218.781528
  nChanged 9
		SP:Iteration 20F (70526.060000 sec): 3 clusters
  Score: Raw -593011.689394 + Penalty 2789.712157 = -590221.977236
  nChanged 9
		SP:Iteration 21Q (70526.230000 sec): 3 clusters
  Score: Raw -593014.765422 + Penalty 2789.712157 = -590225.053264
  nChanged 12
		SP:Iteration 22Q (70526.390000 sec): 3 clusters
  Score: Raw -593017.587940 + Penalty 2789.712157 = -590227.875783
  nChanged 4
		SP:Iteration 23Q (70526.520000 sec): 3 clusters
  Score: Raw -593018.656082 + Penalty 2789.712157 = -590228.943924
  nChanged 4
		SP:Iteration 24Q (70526.690000 sec): 3 clusters
  Score: Raw -593020.515822 + Penalty 2789.712157 = -590230.803665
  nChanged 6
		SP:Iteration 25Q (70526.850000 sec): 3 clusters
  Score: Raw -593022.520788 + Penalty 2789.712157 = -590232.808631
  nChanged 4
		SP:Iteration 26Q (70527.070000 sec): 3 clusters
  Score: Raw -593023.816993 + Penalty 2789.712157 = -590234.104835
  nChanged 1
		SP:Iteration 27Q (70527.230000 sec): 3 clusters
  Score: Raw -593024.592990 + Penalty 2789.712157 = -590234.880833
  nChanged 4
		SP:Iteration 28Q (70527.430000 sec): 3 clusters
  Score: Raw -593025.766021 + Penalty 2789.712157 = -590236.053864
  nChanged 1
		SP:Iteration 29Q (70527.600000 sec): 3 clusters
  Score: Raw -593025.879360 + Penalty 2789.712157 = -590236.167203
  nChanged 0
		SP:Iteration 30F (70527.770000 sec): 3 clusters
  Score: Raw -593025.879360 + Penalty 2789.712157 = -590236.167203
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (160433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70528.730000 sec): 2 clusters
  Score: Raw -18495683.929174 + Penalty 1947.665149 = -18493736.264024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70529.710000 sec): 3 clusters
  Score: Raw -18389631.213119 + Penalty 3895.330299 = -18385735.882820
  nChanged 77673
		SP:Iteration 1F (70530.740000 sec): 3 clusters
  Score: Raw -18435509.633398 + Penalty 3895.330299 = -18431614.303100
  nChanged 4408
		SP:Iteration 2Q (70531.890000 sec): 3 clusters
  Score: Raw -18436444.698040 + Penalty 3895.330299 = -18432549.367741
  nChanged 4594
		SP:Iteration 3Q (70533.140000 sec): 3 clusters
  Score: Raw -18437581.531334 + Penalty 3895.330299 = -18433686.201035
  nChanged 5085
		SP:Iteration 4Q (70534.410000 sec): 3 clusters
  Score: Raw -18439076.170237 + Penalty 3895.330299 = -18435180.839938
  nChanged 5702
		SP:Iteration 5Q (70535.690000 sec): 3 clusters
  Score: Raw -18441119.217062 + Penalty 3895.330299 = -18437223.886763
  nChanged 6676
		SP:Iteration 6Q (70536.940000 sec): 3 clusters
  Score: Raw -18444087.367387 + Penalty 3895.330299 = -18440192.037089
  nChanged 7950
		SP:Iteration 7Q (70538.200000 sec): 3 clusters
  Score: Raw -18448410.754866 + Penalty 3895.330299 = -18444515.424567
  nChanged 9257
		SP:Iteration 8F (70539.390000 sec): 3 clusters
  Score: Raw -18454528.677524 + Penalty 3895.330299 = -18450633.347225
  nChanged 10065
		SP:Iteration 9F (70540.630000 sec): 3 clusters
  Score: Raw -18462003.883717 + Penalty 3895.330299 = -18458108.553418
  nChanged 9918
		SP:Iteration 10F (70541.860000 sec): 3 clusters
  Score: Raw -18469754.782648 + Penalty 3895.330299 = -18465859.452349
  nChanged 8523
		SP:Iteration 11F (70543.130000 sec): 3 clusters
  Score: Raw -18476383.872846 + Penalty 3895.330299 = -18472488.542547
  nChanged 6855
		SP:Iteration 12Q (70544.440000 sec): 3 clusters
  Score: Raw -18481681.365496 + Penalty 3895.330299 = -18477786.035197
  nChanged 5551
		SP:Iteration 13Q (70545.590000 sec): 3 clusters
  Score: Raw -18485980.706069 + Penalty 3895.330299 = -18482085.375770
  nChanged 4305
		SP:Iteration 14Q (70546.740000 sec): 3 clusters
  Score: Raw -18489375.791894 + Penalty 3895.330299 = -18485480.461595
  nChanged 3246
		SP:Iteration 15Q (70547.900000 sec): 3 clusters
  Score: Raw -18491965.706453 + Penalty 3895.330299 = -18488070.376154
  nChanged 2253
		SP:Iteration 16Q (70548.950000 sec): 3 clusters
  Score: Raw -18493780.565658 + Penalty 3895.330299 = -18489885.235359
  nChanged 1306
		SP:Iteration 17Q (70550.020000 sec): 3 clusters
  Score: Raw -18494823.842401 + Penalty 3895.330299 = -18490928.512102
  nChanged 675
		SP:Iteration 18Q (70551.070000 sec): 3 clusters
  Score: Raw -18495398.854322 + Penalty 3895.330299 = -18491503.524023
  nChanged 278
		SP:Iteration 19Q (70552.120000 sec): 3 clusters
  Score: Raw -18495642.840766 + Penalty 3895.330299 = -18491747.510467
  nChanged 104
		SP:Iteration 20F (70553.300000 sec): 3 clusters
  Score: Raw -18495735.950478 + Penalty 3895.330299 = -18491840.620180
  nChanged 58
		SP:Iteration 21Q (70554.260000 sec): 3 clusters
  Score: Raw -18495803.089234 + Penalty 3895.330299 = -18491907.758936
  nChanged 36
		SP:Iteration 22Q (70555.310000 sec): 3 clusters
  Score: Raw -18495848.777871 + Penalty 3895.330299 = -18491953.447572
  nChanged 20
		SP:Iteration 23Q (70556.260000 sec): 3 clusters
  Score: Raw -18495867.783786 + Penalty 3895.330299 = -18491972.453487
  nChanged 12
		SP:Iteration 24Q (70557.300000 sec): 3 clusters
  Score: Raw -18495881.600036 + Penalty 3895.330299 = -18491986.269737
  nChanged 11
		SP:Iteration 25Q (70558.320000 sec): 3 clusters
  Score: Raw -18495890.725229 + Penalty 3895.330299 = -18491995.394930
  nChanged 7
		SP:Iteration 26Q (70559.320000 sec): 3 clusters
  Score: Raw -18495898.905594 + Penalty 3895.330299 = -18492003.575295
  nChanged 5
		SP:Iteration 27Q (70560.390000 sec): 3 clusters
  Score: Raw -18495904.105095 + Penalty 3895.330299 = -18492008.774796
  nChanged 3
		SP:Iteration 28Q (70561.380000 sec): 3 clusters
  Score: Raw -18495906.010319 + Penalty 3895.330299 = -18492010.680020
  nChanged 1
		SP:Iteration 29Q (70562.380000 sec): 3 clusters
  Score: Raw -18495906.985269 + Penalty 3895.330299 = -18492011.654970
  nChanged 2
		SP:Iteration 30Q (70563.380000 sec): 3 clusters
  Score: Raw -18495910.217208 + Penalty 3895.330299 = -18492014.886909
  nChanged 2
		SP:Iteration 31Q (70564.380000 sec): 3 clusters
  Score: Raw -18495912.529155 + Penalty 3895.330299 = -18492017.198856
  nChanged 1
		SP:Iteration 32Q (70565.370000 sec): 3 clusters
  Score: Raw -18495913.157282 + Penalty 3895.330299 = -18492017.826983
  nChanged 0
		SP:Iteration 33F (70566.450000 sec): 3 clusters
  Score: Raw -18495913.157282 + Penalty 3895.330299 = -18492017.826983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70566.640000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70566.860000 sec): 3 clusters
  Score: Raw -1256053.655534 + Penalty 3022.380556 = -1253031.274979
  nChanged 4710
		SP:Iteration 1F (70567.080000 sec): 3 clusters
  Score: Raw -1258494.601020 + Penalty 3022.380556 = -1255472.220465
  nChanged 595
		SP:Iteration 2F (70567.290000 sec): 3 clusters
  Score: Raw -1258714.436257 + Penalty 3022.380556 = -1255692.055701
  nChanged 512
		SP:Iteration 3Q (70567.480000 sec): 3 clusters
  Score: Raw -1258888.849204 + Penalty 3022.380556 = -1255866.468648
  nChanged 411
		SP:Iteration 4Q (70567.720000 sec): 3 clusters
  Score: Raw -1259038.503049 + Penalty 3022.380556 = -1256016.122493
  nChanged 393
		SP:Iteration 5Q (70567.910000 sec): 3 clusters
  Score: Raw -1259189.760182 + Penalty 3022.380556 = -1256167.379626
  nChanged 429
		SP:Iteration 6Q (70568.120000 sec): 3 clusters
  Score: Raw -1259386.226962 + Penalty 3022.380556 = -1256363.846406
  nChanged 466
		SP:Iteration 7Q (70568.340000 sec): 3 clusters
  Score: Raw -1259618.085326 + Penalty 3022.380556 = -1256595.704770
  nChanged 513
		SP:Iteration 8Q (70568.530000 sec): 3 clusters
  Score: Raw -1259927.423145 + Penalty 3022.380556 = -1256905.042589
  nChanged 596
		SP:Iteration 9F (70568.750000 sec): 3 clusters
  Score: Raw -1260349.651999 + Penalty 3022.380556 = -1257327.271443
  nChanged 634
		SP:Iteration 10F (70569.010000 sec): 3 clusters
  Score: Raw -1260828.688716 + Penalty 3022.380556 = -1257806.308160
  nChanged 556
		SP:Iteration 11F (70569.200000 sec): 3 clusters
  Score: Raw -1261269.040174 + Penalty 3022.380556 = -1258246.659618
  nChanged 471
		SP:Iteration 12Q (70569.390000 sec): 3 clusters
  Score: Raw -1261682.867670 + Penalty 3022.380556 = -1258660.487114
  nChanged 340
		SP:Iteration 13Q (70569.600000 sec): 3 clusters
  Score: Raw -1261995.505987 + Penalty 3022.380556 = -1258973.125431
  nChanged 209
		SP:Iteration 14Q (70569.780000 sec): 3 clusters
  Score: Raw -1262215.938703 + Penalty 3022.380556 = -1259193.558148
  nChanged 112
		SP:Iteration 15Q (70570.000000 sec): 3 clusters
  Score: Raw -1262328.711286 + Penalty 3022.380556 = -1259306.330731
  nChanged 57
		SP:Iteration 16Q (70570.190000 sec): 3 clusters
  Score: Raw -1262377.140929 + Penalty 3022.380556 = -1259354.760373
  nChanged 29
		SP:Iteration 17Q (70570.440000 sec): 3 clusters
  Score: Raw -1262404.159222 + Penalty 3022.380556 = -1259381.778667
  nChanged 15
		SP:Iteration 18Q (70570.650000 sec): 3 clusters
  Score: Raw -1262419.099945 + Penalty 3022.380556 = -1259396.719390
  nChanged 16
		SP:Iteration 19Q (70570.830000 sec): 3 clusters
  Score: Raw -1262437.692641 + Penalty 3022.380556 = -1259415.312085
  nChanged 16
		SP:Iteration 20F (70571.010000 sec): 3 clusters
  Score: Raw -1262459.469125 + Penalty 3022.380556 = -1259437.088569
  nChanged 7
		SP:Iteration 21Q (70571.250000 sec): 3 clusters
  Score: Raw -1262467.469223 + Penalty 3022.380556 = -1259445.088667
  nChanged 4
		SP:Iteration 22Q (70571.470000 sec): 3 clusters
  Score: Raw -1262471.412833 + Penalty 3022.380556 = -1259449.032277
  nChanged 2
		SP:Iteration 23Q (70571.630000 sec): 3 clusters
  Score: Raw -1262472.472842 + Penalty 3022.380556 = -1259450.092286
  nChanged 0
		SP:Iteration 24F (70571.850000 sec): 3 clusters
  Score: Raw -1262472.472842 + Penalty 3022.380556 = -1259450.092286
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70571.940000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70572.130000 sec): 3 clusters
  Score: Raw -415456.974359 + Penalty 2695.566133 = -412761.408226
  nChanged 1629
		SP:Iteration 1F (70572.290000 sec): 3 clusters
  Score: Raw -416427.251889 + Penalty 2695.566133 = -413731.685756
  nChanged 331
		SP:Iteration 2F (70572.440000 sec): 3 clusters
  Score: Raw -416688.519291 + Penalty 2695.566133 = -413992.953158
  nChanged 257
		SP:Iteration 3F (70572.580000 sec): 3 clusters
  Score: Raw -416941.448983 + Penalty 2695.566133 = -414245.882850
  nChanged 247
		SP:Iteration 4F (70572.770000 sec): 3 clusters
  Score: Raw -417208.123954 + Penalty 2695.566133 = -414512.557821
  nChanged 254
		SP:Iteration 5F (70572.950000 sec): 3 clusters
  Score: Raw -417479.973864 + Penalty 2695.566133 = -414784.407731
  nChanged 231
		SP:Iteration 6F (70573.080000 sec): 3 clusters
  Score: Raw -417704.842455 + Penalty 2695.566133 = -415009.276322
  nChanged 198
		SP:Iteration 7Q (70573.240000 sec): 3 clusters
  Score: Raw -417916.020090 + Penalty 2695.566133 = -415220.453957
  nChanged 181
		SP:Iteration 8Q (70573.400000 sec): 3 clusters
  Score: Raw -418074.556586 + Penalty 2695.566133 = -415378.990453
  nChanged 127
		SP:Iteration 9Q (70573.540000 sec): 3 clusters
  Score: Raw -418169.458807 + Penalty 2695.566133 = -415473.892674
  nChanged 88
		SP:Iteration 10Q (70573.670000 sec): 3 clusters
  Score: Raw -418223.474288 + Penalty 2695.566133 = -415527.908155
  nChanged 73
		SP:Iteration 11Q (70573.820000 sec): 3 clusters
  Score: Raw -418266.520545 + Penalty 2695.566133 = -415570.954412
  nChanged 58
		SP:Iteration 12Q (70573.970000 sec): 3 clusters
  Score: Raw -418294.966005 + Penalty 2695.566133 = -415599.399872
  nChanged 43
		SP:Iteration 13Q (70574.110000 sec): 3 clusters
  Score: Raw -418311.143180 + Penalty 2695.566133 = -415615.577047
  nChanged 38
		SP:Iteration 14Q (70574.230000 sec): 3 clusters
  Score: Raw -418329.066029 + Penalty 2695.566133 = -415633.499896
  nChanged 42
		SP:Iteration 15Q (70574.410000 sec): 3 clusters
  Score: Raw -418350.290245 + Penalty 2695.566133 = -415654.724112
  nChanged 31
		SP:Iteration 16Q (70574.580000 sec): 3 clusters
  Score: Raw -418364.757741 + Penalty 2695.566133 = -415669.191608
  nChanged 35
		SP:Iteration 17Q (70574.700000 sec): 3 clusters
  Score: Raw -418383.815206 + Penalty 2695.566133 = -415688.249073
  nChanged 39
		SP:Iteration 18Q (70574.900000 sec): 3 clusters
  Score: Raw -418404.219696 + Penalty 2695.566133 = -415708.653563
  nChanged 37
		SP:Iteration 19Q (70575.050000 sec): 3 clusters
  Score: Raw -418424.977785 + Penalty 2695.566133 = -415729.411652
  nChanged 42
		SP:Iteration 20F (70575.160000 sec): 3 clusters
  Score: Raw -418454.976566 + Penalty 2695.566133 = -415759.410433
  nChanged 41
		SP:Iteration 21Q (70575.290000 sec): 3 clusters
  Score: Raw -418478.782443 + Penalty 2695.566133 = -415783.216310
  nChanged 35
		SP:Iteration 22Q (70575.440000 sec): 3 clusters
  Score: Raw -418493.217228 + Penalty 2695.566133 = -415797.651095
  nChanged 21
		SP:Iteration 23Q (70575.570000 sec): 3 clusters
  Score: Raw -418499.677497 + Penalty 2695.566133 = -415804.111364
  nChanged 9
		SP:Iteration 24Q (70575.760000 sec): 3 clusters
  Score: Raw -418503.009232 + Penalty 2695.566133 = -415807.443099
  nChanged 10
		SP:Iteration 25Q (70575.890000 sec): 3 clusters
  Score: Raw -418505.666387 + Penalty 2695.566133 = -415810.100254
  nChanged 7
		SP:Iteration 26Q (70576.030000 sec): 3 clusters
  Score: Raw -418508.403306 + Penalty 2695.566133 = -415812.837173
  nChanged 4
		SP:Iteration 27Q (70576.180000 sec): 3 clusters
  Score: Raw -418509.507570 + Penalty 2695.566133 = -415813.941437
  nChanged 2
		SP:Iteration 28Q (70576.340000 sec): 3 clusters
  Score: Raw -418509.845829 + Penalty 2695.566133 = -415814.279696
  nChanged 0
		SP:Iteration 29F (70576.490000 sec): 3 clusters
  Score: Raw -418509.845829 + Penalty 2695.566133 = -415814.279696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70576.720000 sec): 2 clusters
  Score: Raw -1997310.889437 + Penalty 1608.395999 = -1995702.493438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70577.020000 sec): 3 clusters
  Score: Raw -1985481.118486 + Penalty 3216.791998 = -1982264.326489
  nChanged 8911
		SP:Iteration 1F (70577.310000 sec): 3 clusters
  Score: Raw -1990843.177902 + Penalty 3216.791998 = -1987626.385904
  nChanged 1306
		SP:Iteration 2F (70577.610000 sec): 3 clusters
  Score: Raw -1991547.547420 + Penalty 3216.791998 = -1988330.755422
  nChanged 1274
		SP:Iteration 3F (70577.840000 sec): 3 clusters
  Score: Raw -1992218.441694 + Penalty 3216.791998 = -1989001.649696
  nChanged 1211
		SP:Iteration 4F (70578.160000 sec): 3 clusters
  Score: Raw -1992914.464444 + Penalty 3216.791998 = -1989697.672446
  nChanged 1160
		SP:Iteration 5F (70578.420000 sec): 3 clusters
  Score: Raw -1993644.016464 + Penalty 3216.791998 = -1990427.224466
  nChanged 1118
		SP:Iteration 6F (70578.710000 sec): 3 clusters
  Score: Raw -1994401.093983 + Penalty 3216.791998 = -1991184.301986
  nChanged 1038
		SP:Iteration 7F (70579.000000 sec): 3 clusters
  Score: Raw -1995191.954047 + Penalty 3216.791998 = -1991975.162049
  nChanged 913
		SP:Iteration 8Q (70579.290000 sec): 3 clusters
  Score: Raw -1995902.622188 + Penalty 3216.791998 = -1992685.830190
  nChanged 741
		SP:Iteration 9Q (70579.550000 sec): 3 clusters
  Score: Raw -1996505.556025 + Penalty 3216.791998 = -1993288.764028
  nChanged 548
		SP:Iteration 10Q (70579.810000 sec): 3 clusters
  Score: Raw -1996913.431928 + Penalty 3216.791998 = -1993696.639930
  nChanged 416
		SP:Iteration 11Q (70580.090000 sec): 3 clusters
  Score: Raw -1997228.615337 + Penalty 3216.791998 = -1994011.823340
  nChanged 331
		SP:Iteration 12Q (70580.390000 sec): 3 clusters
  Score: Raw -1997477.467895 + Penalty 3216.791998 = -1994260.675897
  nChanged 254
		SP:Iteration 13Q (70580.640000 sec): 3 clusters
  Score: Raw -1997642.243774 + Penalty 3216.791998 = -1994425.451777
  nChanged 164
		SP:Iteration 14Q (70580.920000 sec): 3 clusters
  Score: Raw -1997735.500833 + Penalty 3216.791998 = -1994518.708836
  nChanged 130
		SP:Iteration 15Q (70581.230000 sec): 3 clusters
  Score: Raw -1997795.902524 + Penalty 3216.791998 = -1994579.110527
  nChanged 103
		SP:Iteration 16Q (70581.550000 sec): 3 clusters
  Score: Raw -1997843.773028 + Penalty 3216.791998 = -1994626.981031
  nChanged 98
		SP:Iteration 17Q (70581.810000 sec): 3 clusters
  Score: Raw -1997891.807573 + Penalty 3216.791998 = -1994675.015575
  nChanged 86
		SP:Iteration 18Q (70582.090000 sec): 3 clusters
  Score: Raw -1997930.206999 + Penalty 3216.791998 = -1994713.415002
  nChanged 67
		SP:Iteration 19Q (70582.390000 sec): 3 clusters
  Score: Raw -1997956.917815 + Penalty 3216.791998 = -1994740.125817
  nChanged 61
		SP:Iteration 20F (70582.710000 sec): 3 clusters
  Score: Raw -1997983.647437 + Penalty 3216.791998 = -1994766.855440
  nChanged 50
		SP:Iteration 21Q (70582.990000 sec): 3 clusters
  Score: Raw -1998001.822130 + Penalty 3216.791998 = -1994785.030133
  nChanged 41
		SP:Iteration 22Q (70583.300000 sec): 3 clusters
  Score: Raw -1998015.347056 + Penalty 3216.791998 = -1994798.555058
  nChanged 28
		SP:Iteration 23Q (70583.610000 sec): 3 clusters
  Score: Raw -1998023.434000 + Penalty 3216.791998 = -1994806.642002
  nChanged 26
		SP:Iteration 24Q (70583.850000 sec): 3 clusters
  Score: Raw -1998033.281742 + Penalty 3216.791998 = -1994816.489744
  nChanged 18
		SP:Iteration 25Q (70584.190000 sec): 3 clusters
  Score: Raw -1998040.293593 + Penalty 3216.791998 = -1994823.501595
  nChanged 17
		SP:Iteration 26Q (70584.490000 sec): 3 clusters
  Score: Raw -1998047.190621 + Penalty 3216.791998 = -1994830.398624
  nChanged 13
		SP:Iteration 27Q (70584.770000 sec): 3 clusters
  Score: Raw -1998050.557650 + Penalty 3216.791998 = -1994833.765652
  nChanged 10
		SP:Iteration 28Q (70585.080000 sec): 3 clusters
  Score: Raw -1998053.960659 + Penalty 3216.791998 = -1994837.168661
  nChanged 9
		SP:Iteration 29Q (70585.370000 sec): 3 clusters
  Score: Raw -1998056.196530 + Penalty 3216.791998 = -1994839.404533
  nChanged 7
		SP:Iteration 30Q (70585.690000 sec): 3 clusters
  Score: Raw -1998057.662548 + Penalty 3216.791998 = -1994840.870551
  nChanged 6
		SP:Iteration 31Q (70585.930000 sec): 3 clusters
  Score: Raw -1998059.182801 + Penalty 3216.791998 = -1994842.390803
  nChanged 5
		SP:Iteration 32Q (70586.210000 sec): 3 clusters
  Score: Raw -1998060.686466 + Penalty 3216.791998 = -1994843.894469
  nChanged 5
		SP:Iteration 33Q (70586.480000 sec): 3 clusters
  Score: Raw -1998061.895184 + Penalty 3216.791998 = -1994845.103186
  nChanged 6
		SP:Iteration 34Q (70586.740000 sec): 3 clusters
  Score: Raw -1998063.605572 + Penalty 3216.791998 = -1994846.813574
  nChanged 6
		SP:Iteration 35Q (70586.970000 sec): 3 clusters
  Score: Raw -1998064.927103 + Penalty 3216.791998 = -1994848.135105
  nChanged 2
		SP:Iteration 36Q (70587.240000 sec): 3 clusters
  Score: Raw -1998065.557929 + Penalty 3216.791998 = -1994848.765931
  nChanged 4
		SP:Iteration 37Q (70587.490000 sec): 3 clusters
  Score: Raw -1998067.056232 + Penalty 3216.791998 = -1994850.264234
  nChanged 8
		SP:Iteration 38Q (70587.720000 sec): 3 clusters
  Score: Raw -1998070.550622 + Penalty 3216.791998 = -1994853.758625
  nChanged 7
		SP:Iteration 39Q (70587.970000 sec): 3 clusters
  Score: Raw -1998072.718066 + Penalty 3216.791998 = -1994855.926068
  nChanged 6
		SP:Iteration 40F (70588.260000 sec): 3 clusters
  Score: Raw -1998074.427170 + Penalty 3216.791998 = -1994857.635172
  nChanged 4
		SP:Iteration 41Q (70588.510000 sec): 3 clusters
  Score: Raw -1998075.580637 + Penalty 3216.791998 = -1994858.788639
  nChanged 2
		SP:Iteration 42Q (70588.810000 sec): 3 clusters
  Score: Raw -1998076.578432 + Penalty 3216.791998 = -1994859.786434
  nChanged 1
		SP:Iteration 43Q (70589.070000 sec): 3 clusters
  Score: Raw -1998076.841200 + Penalty 3216.791998 = -1994860.049202
  nChanged 0
		SP:Iteration 44F (70589.350000 sec): 3 clusters
  Score: Raw -1998076.841200 + Penalty 3216.791998 = -1994860.049202
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70589.480000 sec): 2 clusters
  Score: Raw -416627.424500 + Penalty 1345.244592 = -415282.179908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70589.610000 sec): 3 clusters
  Score: Raw -414675.190616 + Penalty 2690.489184 = -411984.701431
  nChanged 1577
		SP:Iteration 1F (70589.710000 sec): 3 clusters
  Score: Raw -415596.268580 + Penalty 2690.489184 = -412905.779396
  nChanged 383
		SP:Iteration 2F (70589.810000 sec): 3 clusters
  Score: Raw -415892.638098 + Penalty 2690.489184 = -413202.148914
  nChanged 304
		SP:Iteration 3F (70589.910000 sec): 3 clusters
  Score: Raw -416188.569703 + Penalty 2690.489184 = -413498.080519
  nChanged 311
		SP:Iteration 4F (70590.010000 sec): 3 clusters
  Score: Raw -416540.617256 + Penalty 2690.489184 = -413850.128072
  nChanged 291
		SP:Iteration 5F (70590.110000 sec): 3 clusters
  Score: Raw -416866.716526 + Penalty 2690.489184 = -414176.227342
  nChanged 244
		SP:Iteration 6F (70590.210000 sec): 3 clusters
  Score: Raw -417156.437565 + Penalty 2690.489184 = -414465.948380
  nChanged 194
		SP:Iteration 7Q (70590.300000 sec): 3 clusters
  Score: Raw -417337.419860 + Penalty 2690.489184 = -414646.930676
  nChanged 152
		SP:Iteration 8Q (70590.400000 sec): 3 clusters
  Score: Raw -417455.086413 + Penalty 2690.489184 = -414764.597229
  nChanged 102
		SP:Iteration 9Q (70590.490000 sec): 3 clusters
  Score: Raw -417516.580840 + Penalty 2690.489184 = -414826.091656
  nChanged 61
		SP:Iteration 10Q (70590.590000 sec): 3 clusters
  Score: Raw -417546.733645 + Penalty 2690.489184 = -414856.244460
  nChanged 44
		SP:Iteration 11Q (70590.740000 sec): 3 clusters
  Score: Raw -417560.636127 + Penalty 2690.489184 = -414870.146943
  nChanged 28
		SP:Iteration 12Q (70590.840000 sec): 3 clusters
  Score: Raw -417569.526030 + Penalty 2690.489184 = -414879.036845
  nChanged 14
		SP:Iteration 13Q (70590.950000 sec): 3 clusters
  Score: Raw -417572.442597 + Penalty 2690.489184 = -414881.953413
  nChanged 13
		SP:Iteration 14Q (70591.120000 sec): 3 clusters
  Score: Raw -417576.326909 + Penalty 2690.489184 = -414885.837725
  nChanged 10
		SP:Iteration 15Q (70591.220000 sec): 3 clusters
  Score: Raw -417579.904566 + Penalty 2690.489184 = -414889.415382
  nChanged 10
		SP:Iteration 16Q (70591.320000 sec): 3 clusters
  Score: Raw -417582.711113 + Penalty 2690.489184 = -414892.221928
  nChanged 4
		SP:Iteration 17Q (70591.440000 sec): 3 clusters
  Score: Raw -417583.811776 + Penalty 2690.489184 = -414893.322592
  nChanged 6
		SP:Iteration 18Q (70591.540000 sec): 3 clusters
  Score: Raw -417585.046748 + Penalty 2690.489184 = -414894.557564
  nChanged 4
		SP:Iteration 19Q (70591.690000 sec): 3 clusters
  Score: Raw -417586.094778 + Penalty 2690.489184 = -414895.605594
  nChanged 5
		SP:Iteration 20F (70591.790000 sec): 3 clusters
  Score: Raw -417587.551104 + Penalty 2690.489184 = -414897.061920
  nChanged 4
		SP:Iteration 21Q (70591.890000 sec): 3 clusters
  Score: Raw -417588.561899 + Penalty 2690.489184 = -414898.072715
  nChanged 2
		SP:Iteration 22Q (70592.060000 sec): 3 clusters
  Score: Raw -417588.954170 + Penalty 2690.489184 = -414898.464986
  nChanged 4
		SP:Iteration 23Q (70592.150000 sec): 3 clusters
  Score: Raw -417589.448788 + Penalty 2690.489184 = -414898.959604
  nChanged 0
		SP:Iteration 24F (70592.250000 sec): 3 clusters
  Score: Raw -417589.448788 + Penalty 2690.489184 = -414898.959604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70592.380000 sec): 2 clusters
  Score: Raw -955025.194526 + Penalty 1475.537649 = -953549.656876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70592.540000 sec): 3 clusters
  Score: Raw -950095.476918 + Penalty 2951.075298 = -947144.401620
  nChanged 3753
		SP:Iteration 1F (70592.750000 sec): 3 clusters
  Score: Raw -952109.404194 + Penalty 2951.075298 = -949158.328896
  nChanged 548
		SP:Iteration 2F (70592.920000 sec): 3 clusters
  Score: Raw -952363.734451 + Penalty 2951.075298 = -949412.659153
  nChanged 452
		SP:Iteration 3F (70593.090000 sec): 3 clusters
  Score: Raw -952560.032005 + Penalty 2951.075298 = -949608.956707
  nChanged 389
		SP:Iteration 4Q (70593.310000 sec): 3 clusters
  Score: Raw -952728.233876 + Penalty 2951.075298 = -949777.158578
  nChanged 342
		SP:Iteration 5Q (70593.460000 sec): 3 clusters
  Score: Raw -952861.068762 + Penalty 2951.075298 = -949909.993463
  nChanged 304
		SP:Iteration 6Q (70593.680000 sec): 3 clusters
  Score: Raw -952989.435492 + Penalty 2951.075298 = -950038.360194
  nChanged 289
		SP:Iteration 7Q (70593.870000 sec): 3 clusters
  Score: Raw -953124.606086 + Penalty 2951.075298 = -950173.530788
  nChanged 316
		SP:Iteration 8Q (70594.040000 sec): 3 clusters
  Score: Raw -953286.970429 + Penalty 2951.075298 = -950335.895131
  nChanged 320
		SP:Iteration 9Q (70594.220000 sec): 3 clusters
  Score: Raw -953458.179669 + Penalty 2951.075298 = -950507.104371
  nChanged 321
		SP:Iteration 10Q (70594.390000 sec): 3 clusters
  Score: Raw -953640.540875 + Penalty 2951.075298 = -950689.465577
  nChanged 336
		SP:Iteration 11Q (70594.610000 sec): 3 clusters
  Score: Raw -953857.631173 + Penalty 2951.075298 = -950906.555875
  nChanged 327
		SP:Iteration 12Q (70594.800000 sec): 3 clusters
  Score: Raw -954060.336747 + Penalty 2951.075298 = -951109.261449
  nChanged 297
		SP:Iteration 13Q (70594.970000 sec): 3 clusters
  Score: Raw -954214.047859 + Penalty 2951.075298 = -951262.972561
  nChanged 271
		SP:Iteration 14Q (70595.180000 sec): 3 clusters
  Score: Raw -954361.695611 + Penalty 2951.075298 = -951410.620312
  nChanged 255
		SP:Iteration 15Q (70595.340000 sec): 3 clusters
  Score: Raw -954494.991232 + Penalty 2951.075298 = -951543.915934
  nChanged 213
		SP:Iteration 16Q (70595.480000 sec): 3 clusters
  Score: Raw -954612.165334 + Penalty 2951.075298 = -951661.090036
  nChanged 204
		SP:Iteration 17Q (70595.630000 sec): 3 clusters
  Score: Raw -954724.926405 + Penalty 2951.075298 = -951773.851107
  nChanged 173
		SP:Iteration 18Q (70595.770000 sec): 3 clusters
  Score: Raw -954805.660973 + Penalty 2951.075298 = -951854.585675
  nChanged 153
		SP:Iteration 19Q (70595.900000 sec): 3 clusters
  Score: Raw -954874.044133 + Penalty 2951.075298 = -951922.968834
  nChanged 120
		SP:Iteration 20F (70596.070000 sec): 3 clusters
  Score: Raw -954925.448398 + Penalty 2951.075298 = -951974.373100
  nChanged 110
		SP:Iteration 21Q (70596.240000 sec): 3 clusters
  Score: Raw -954972.234082 + Penalty 2951.075298 = -952021.158784
  nChanged 107
		SP:Iteration 22Q (70596.420000 sec): 3 clusters
  Score: Raw -955022.440602 + Penalty 2951.075298 = -952071.365304
  nChanged 106
		SP:Iteration 23Q (70596.620000 sec): 3 clusters
  Score: Raw -955070.800955 + Penalty 2951.075298 = -952119.725657
  nChanged 91
		SP:Iteration 24Q (70596.790000 sec): 3 clusters
  Score: Raw -955115.015101 + Penalty 2951.075298 = -952163.939803
  nChanged 88
		SP:Iteration 25Q (70597.000000 sec): 3 clusters
  Score: Raw -955157.217131 + Penalty 2951.075298 = -952206.141833
  nChanged 92
		SP:Iteration 26Q (70597.170000 sec): 3 clusters
  Score: Raw -955214.090254 + Penalty 2951.075298 = -952263.014956
  nChanged 105
		SP:Iteration 27Q (70597.340000 sec): 3 clusters
  Score: Raw -955291.025619 + Penalty 2951.075298 = -952339.950321
  nChanged 92
		SP:Iteration 28Q (70597.530000 sec): 3 clusters
  Score: Raw -955364.364148 + Penalty 2951.075298 = -952413.288850
  nChanged 91
		SP:Iteration 29Q (70597.710000 sec): 3 clusters
  Score: Raw -955452.273064 + Penalty 2951.075298 = -952501.197765
  nChanged 99
		SP:Iteration 30Q (70597.880000 sec): 3 clusters
  Score: Raw -955532.956755 + Penalty 2951.075298 = -952581.881457
  nChanged 83
		SP:Iteration 31Q (70598.050000 sec): 3 clusters
  Score: Raw -955587.665422 + Penalty 2951.075298 = -952636.590124
  nChanged 70
		SP:Iteration 32Q (70598.250000 sec): 3 clusters
  Score: Raw -955625.735759 + Penalty 2951.075298 = -952674.660461
  nChanged 64
		SP:Iteration 33Q (70598.420000 sec): 3 clusters
  Score: Raw -955650.319907 + Penalty 2951.075298 = -952699.244609
  nChanged 33
		SP:Iteration 34Q (70598.650000 sec): 3 clusters
  Score: Raw -955658.654301 + Penalty 2951.075298 = -952707.579003
  nChanged 20
		SP:Iteration 35Q (70598.850000 sec): 3 clusters
  Score: Raw -955664.462103 + Penalty 2951.075298 = -952713.386805
  nChanged 20
		SP:Iteration 36Q (70599.110000 sec): 3 clusters
  Score: Raw -955671.055440 + Penalty 2951.075298 = -952719.980141
  nChanged 14
		SP:Iteration 37Q (70599.290000 sec): 3 clusters
  Score: Raw -955675.137149 + Penalty 2951.075298 = -952724.061850
  nChanged 10
		SP:Iteration 38Q (70599.490000 sec): 3 clusters
  Score: Raw -955677.966764 + Penalty 2951.075298 = -952726.891466
  nChanged 9
		SP:Iteration 39Q (70599.690000 sec): 3 clusters
  Score: Raw -955680.096753 + Penalty 2951.075298 = -952729.021455
  nChanged 5
		SP:Iteration 40F (70599.860000 sec): 3 clusters
  Score: Raw -955681.376328 + Penalty 2951.075298 = -952730.301030
  nChanged 5
		SP:Iteration 41Q (70600.030000 sec): 3 clusters
  Score: Raw -955682.514658 + Penalty 2951.075298 = -952731.439360
  nChanged 3
		SP:Iteration 42Q (70600.160000 sec): 3 clusters
  Score: Raw -955683.095050 + Penalty 2951.075298 = -952732.019752
  nChanged 3
		SP:Iteration 43Q (70600.320000 sec): 3 clusters
  Score: Raw -955683.643057 + Penalty 2951.075298 = -952732.567758
  nChanged 2
		SP:Iteration 44Q (70600.460000 sec): 3 clusters
  Score: Raw -955684.126366 + Penalty 2951.075298 = -952733.051068
  nChanged 2
		SP:Iteration 45Q (70600.650000 sec): 3 clusters
  Score: Raw -955684.295918 + Penalty 2951.075298 = -952733.220620
  nChanged 1
		SP:Iteration 46Q (70600.880000 sec): 3 clusters
  Score: Raw -955684.436450 + Penalty 2951.075298 = -952733.361152
  nChanged 0
		SP:Iteration 47F (70601.090000 sec): 3 clusters
  Score: Raw -955684.436450 + Penalty 2951.075298 = -952733.361152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70601.170000 sec): 2 clusters
  Score: Raw -429753.195421 + Penalty 1365.617582 = -428387.577839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70601.330000 sec): 3 clusters
  Score: Raw -427513.062871 + Penalty 2731.235164 = -424781.827707
  nChanged 1839
		SP:Iteration 1F (70601.490000 sec): 3 clusters
  Score: Raw -428693.881262 + Penalty 2731.235164 = -425962.646098
  nChanged 399
		SP:Iteration 2F (70601.660000 sec): 3 clusters
  Score: Raw -429038.715062 + Penalty 2731.235164 = -426307.479899
  nChanged 315
		SP:Iteration 3F (70601.810000 sec): 3 clusters
  Score: Raw -429297.278249 + Penalty 2731.235164 = -426566.043085
  nChanged 289
		SP:Iteration 4F (70601.930000 sec): 3 clusters
  Score: Raw -429561.424231 + Penalty 2731.235164 = -426830.189067
  nChanged 276
		SP:Iteration 5F (70602.060000 sec): 3 clusters
  Score: Raw -429852.890878 + Penalty 2731.235164 = -427121.655714
  nChanged 243
		SP:Iteration 6F (70602.180000 sec): 3 clusters
  Score: Raw -430085.179370 + Penalty 2731.235164 = -427353.944206
  nChanged 207
		SP:Iteration 7Q (70602.290000 sec): 3 clusters
  Score: Raw -430270.991066 + Penalty 2731.235164 = -427539.755902
  nChanged 168
		SP:Iteration 8Q (70602.410000 sec): 3 clusters
  Score: Raw -430393.217551 + Penalty 2731.235164 = -427661.982388
  nChanged 163
		SP:Iteration 9Q (70602.520000 sec): 3 clusters
  Score: Raw -430525.669310 + Penalty 2731.235164 = -427794.434146
  nChanged 150
		SP:Iteration 10Q (70602.690000 sec): 3 clusters
  Score: Raw -430643.345038 + Penalty 2731.235164 = -427912.109874
  nChanged 125
		SP:Iteration 11Q (70602.810000 sec): 3 clusters
  Score: Raw -430726.587385 + Penalty 2731.235164 = -427995.352221
  nChanged 105
		SP:Iteration 12Q (70602.940000 sec): 3 clusters
  Score: Raw -430787.484735 + Penalty 2731.235164 = -428056.249571
  nChanged 91
		SP:Iteration 13Q (70603.070000 sec): 3 clusters
  Score: Raw -430838.090530 + Penalty 2731.235164 = -428106.855366
  nChanged 59
		SP:Iteration 14Q (70603.200000 sec): 3 clusters
  Score: Raw -430867.072796 + Penalty 2731.235164 = -428135.837632
  nChanged 36
		SP:Iteration 15Q (70603.350000 sec): 3 clusters
  Score: Raw -430883.368751 + Penalty 2731.235164 = -428152.133587
  nChanged 28
		SP:Iteration 16Q (70603.510000 sec): 3 clusters
  Score: Raw -430896.578806 + Penalty 2731.235164 = -428165.343643
  nChanged 25
		SP:Iteration 17Q (70603.670000 sec): 3 clusters
  Score: Raw -430912.205961 + Penalty 2731.235164 = -428180.970797
  nChanged 21
		SP:Iteration 18Q (70603.820000 sec): 3 clusters
  Score: Raw -430931.599405 + Penalty 2731.235164 = -428200.364241
  nChanged 26
		SP:Iteration 19Q (70603.980000 sec): 3 clusters
  Score: Raw -430962.626984 + Penalty 2731.235164 = -428231.391820
  nChanged 28
		SP:Iteration 20F (70604.110000 sec): 3 clusters
  Score: Raw -430994.618380 + Penalty 2731.235164 = -428263.383216
  nChanged 29
		SP:Iteration 21Q (70604.220000 sec): 3 clusters
  Score: Raw -431015.026396 + Penalty 2731.235164 = -428283.791232
  nChanged 31
		SP:Iteration 22Q (70604.360000 sec): 3 clusters
  Score: Raw -431036.504552 + Penalty 2731.235164 = -428305.269388
  nChanged 36
		SP:Iteration 23Q (70604.470000 sec): 3 clusters
  Score: Raw -431054.637075 + Penalty 2731.235164 = -428323.401911
  nChanged 32
		SP:Iteration 24Q (70604.580000 sec): 3 clusters
  Score: Raw -431064.212397 + Penalty 2731.235164 = -428332.977233
  nChanged 16
		SP:Iteration 25Q (70604.700000 sec): 3 clusters
  Score: Raw -431072.519559 + Penalty 2731.235164 = -428341.284395
  nChanged 19
		SP:Iteration 26Q (70604.810000 sec): 3 clusters
  Score: Raw -431079.606005 + Penalty 2731.235164 = -428348.370841
  nChanged 14
		SP:Iteration 27Q (70604.920000 sec): 3 clusters
  Score: Raw -431084.362368 + Penalty 2731.235164 = -428353.127205
  nChanged 10
		SP:Iteration 28Q (70605.110000 sec): 3 clusters
  Score: Raw -431086.706027 + Penalty 2731.235164 = -428355.470864
  nChanged 8
		SP:Iteration 29Q (70605.250000 sec): 3 clusters
  Score: Raw -431089.443266 + Penalty 2731.235164 = -428358.208102
  nChanged 12
		SP:Iteration 30Q (70605.370000 sec): 3 clusters
  Score: Raw -431092.946598 + Penalty 2731.235164 = -428361.711434
  nChanged 6
		SP:Iteration 31Q (70605.490000 sec): 3 clusters
  Score: Raw -431094.149059 + Penalty 2731.235164 = -428362.913896
  nChanged 4
		SP:Iteration 32Q (70605.630000 sec): 3 clusters
  Score: Raw -431094.888382 + Penalty 2731.235164 = -428363.653218
  nChanged 4
		SP:Iteration 33Q (70605.750000 sec): 3 clusters
  Score: Raw -431095.800884 + Penalty 2731.235164 = -428364.565720
  nChanged 5
		SP:Iteration 34Q (70605.860000 sec): 3 clusters
  Score: Raw -431096.592398 + Penalty 2731.235164 = -428365.357234
  nChanged 1
		SP:Iteration 35Q (70605.980000 sec): 3 clusters
  Score: Raw -431097.109517 + Penalty 2731.235164 = -428365.874353
  nChanged 1
		SP:Iteration 36Q (70606.090000 sec): 3 clusters
  Score: Raw -431097.317818 + Penalty 2731.235164 = -428366.082654
  nChanged 0
		SP:Iteration 37F (70606.230000 sec): 3 clusters
  Score: Raw -431097.317818 + Penalty 2731.235164 = -428366.082654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70606.290000 sec): 2 clusters
  Score: Raw -63357.488998 + Penalty 1032.585132 = -62324.903867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70606.410000 sec): 3 clusters
  Score: Raw -63225.342255 + Penalty 2065.170263 = -61160.171991
  nChanged 140
		SP:Iteration 1F (70606.530000 sec): 3 clusters
  Score: Raw -63379.092231 + Penalty 2065.170263 = -61313.921967
  nChanged 40
		SP:Iteration 2F (70606.640000 sec): 3 clusters
  Score: Raw -63463.550516 + Penalty 2065.170263 = -61398.380253
  nChanged 24
		SP:Iteration 3Q (70606.810000 sec): 3 clusters
  Score: Raw -63526.108525 + Penalty 2065.170263 = -61460.938262
  nChanged 23
		SP:Iteration 4Q (70606.940000 sec): 3 clusters
  Score: Raw -63586.037698 + Penalty 2065.170263 = -61520.867435
  nChanged 20
		SP:Iteration 5Q (70607.060000 sec): 3 clusters
  Score: Raw -63615.080834 + Penalty 2065.170263 = -61549.910571
  nChanged 16
		SP:Iteration 6Q (70607.190000 sec): 3 clusters
  Score: Raw -63652.082295 + Penalty 2065.170263 = -61586.912032
  nChanged 17
		SP:Iteration 7Q (70607.320000 sec): 3 clusters
  Score: Raw -63675.502940 + Penalty 2065.170263 = -61610.332677
  nChanged 22
		SP:Iteration 8Q (70607.450000 sec): 3 clusters
  Score: Raw -63751.623831 + Penalty 2065.170263 = -61686.453567
  nChanged 19
		SP:Iteration 9Q (70607.570000 sec): 3 clusters
  Score: Raw -63963.864040 + Penalty 2065.170263 = -61898.693777
  nChanged 26
		SP:Iteration 10Q (70607.710000 sec): 3 clusters
  Score: Raw -64049.804248 + Penalty 2065.170263 = -61984.633985
  nChanged 23
		SP:Iteration 11Q (70607.830000 sec): 3 clusters
  Score: Raw -64087.496657 + Penalty 2065.170263 = -62022.326394
  nChanged 13
		SP:Iteration 12Q (70607.950000 sec): 3 clusters
  Score: Raw -64112.448666 + Penalty 2065.170263 = -62047.278403
  nChanged 12
		SP:Iteration 13Q (70608.060000 sec): 3 clusters
  Score: Raw -64134.177211 + Penalty 2065.170263 = -62069.006947
  nChanged 5
		SP:Iteration 14Q (70608.180000 sec): 3 clusters
  Score: Raw -64139.838674 + Penalty 2065.170263 = -62074.668411
  nChanged 1
		SP:Iteration 15Q (70608.290000 sec): 3 clusters
  Score: Raw -64141.783872 + Penalty 2065.170263 = -62076.613609
  nChanged 5
		SP:Iteration 16Q (70608.410000 sec): 3 clusters
  Score: Raw -64152.393687 + Penalty 2065.170263 = -62087.223424
  nChanged 2
		SP:Iteration 17Q (70608.520000 sec): 3 clusters
  Score: Raw -64156.792338 + Penalty 2065.170263 = -62091.622075
  nChanged 1
		SP:Iteration 18Q (70608.630000 sec): 3 clusters
  Score: Raw -64159.633919 + Penalty 2065.170263 = -62094.463656
  nChanged 2
		SP:Iteration 19Q (70608.740000 sec): 3 clusters
  Score: Raw -64164.447468 + Penalty 2065.170263 = -62099.277205
  nChanged 2
		SP:Iteration 20F (70608.850000 sec): 3 clusters
  Score: Raw -64167.195218 + Penalty 2065.170263 = -62102.024954
  nChanged 2
		SP:Iteration 21Q (70608.970000 sec): 3 clusters
  Score: Raw -64170.117257 + Penalty 2065.170263 = -62104.946994
  nChanged 0
		SP:Iteration 22F (70609.090000 sec): 3 clusters
  Score: Raw -64170.117257 + Penalty 2065.170263 = -62104.946994
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70609.190000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70609.330000 sec): 3 clusters
  Score: Raw -352110.851102 + Penalty 2623.247540 = -349487.603562
  nChanged 1240
		SP:Iteration 1F (70609.470000 sec): 3 clusters
  Score: Raw -352838.610101 + Penalty 2623.247540 = -350215.362561
  nChanged 273
		SP:Iteration 2F (70609.580000 sec): 3 clusters
  Score: Raw -353044.015669 + Penalty 2623.247540 = -350420.768129
  nChanged 237
		SP:Iteration 3F (70609.700000 sec): 3 clusters
  Score: Raw -353243.508154 + Penalty 2623.247540 = -350620.260614
  nChanged 206
		SP:Iteration 4F (70609.830000 sec): 3 clusters
  Score: Raw -353414.747742 + Penalty 2623.247540 = -350791.500201
  nChanged 177
		SP:Iteration 5F (70609.950000 sec): 3 clusters
  Score: Raw -353558.586739 + Penalty 2623.247540 = -350935.339199
  nChanged 160
		SP:Iteration 6Q (70610.060000 sec): 3 clusters
  Score: Raw -353690.887446 + Penalty 2623.247540 = -351067.639906
  nChanged 133
		SP:Iteration 7Q (70610.170000 sec): 3 clusters
  Score: Raw -353783.783710 + Penalty 2623.247540 = -351160.536169
  nChanged 99
		SP:Iteration 8Q (70610.290000 sec): 3 clusters
  Score: Raw -353856.574160 + Penalty 2623.247540 = -351233.326620
  nChanged 69
		SP:Iteration 9Q (70610.390000 sec): 3 clusters
  Score: Raw -353895.596399 + Penalty 2623.247540 = -351272.348858
  nChanged 39
		SP:Iteration 10Q (70610.510000 sec): 3 clusters
  Score: Raw -353918.075619 + Penalty 2623.247540 = -351294.828078
  nChanged 37
		SP:Iteration 11Q (70610.620000 sec): 3 clusters
  Score: Raw -353938.354522 + Penalty 2623.247540 = -351315.106981
  nChanged 38
		SP:Iteration 12Q (70610.740000 sec): 3 clusters
  Score: Raw -353958.579857 + Penalty 2623.247540 = -351335.332317
  nChanged 21
		SP:Iteration 13Q (70610.880000 sec): 3 clusters
  Score: Raw -353970.131413 + Penalty 2623.247540 = -351346.883873
  nChanged 17
		SP:Iteration 14Q (70611.010000 sec): 3 clusters
  Score: Raw -353976.533575 + Penalty 2623.247540 = -351353.286035
  nChanged 9
		SP:Iteration 15Q (70611.120000 sec): 3 clusters
  Score: Raw -353979.362959 + Penalty 2623.247540 = -351356.115418
  nChanged 7
		SP:Iteration 16Q (70611.260000 sec): 3 clusters
  Score: Raw -353981.278530 + Penalty 2623.247540 = -351358.030990
  nChanged 3
		SP:Iteration 17Q (70611.410000 sec): 3 clusters
  Score: Raw -353981.865000 + Penalty 2623.247540 = -351358.617460
  nChanged 3
		SP:Iteration 18Q (70611.530000 sec): 3 clusters
  Score: Raw -353984.191949 + Penalty 2623.247540 = -351360.944408
  nChanged 4
		SP:Iteration 19Q (70611.680000 sec): 3 clusters
  Score: Raw -353986.145860 + Penalty 2623.247540 = -351362.898320
  nChanged 9
		SP:Iteration 20F (70611.770000 sec): 3 clusters
  Score: Raw -353989.107022 + Penalty 2623.247540 = -351365.859481
  nChanged 5
		SP:Iteration 21Q (70611.940000 sec): 3 clusters
  Score: Raw -353990.703458 + Penalty 2623.247540 = -351367.455918
  nChanged 5
		SP:Iteration 22Q (70612.040000 sec): 3 clusters
  Score: Raw -353992.720408 + Penalty 2623.247540 = -351369.472867
  nChanged 3
		SP:Iteration 23Q (70612.200000 sec): 3 clusters
  Score: Raw -353993.602737 + Penalty 2623.247540 = -351370.355197
  nChanged 0
		SP:Iteration 24F (70612.300000 sec): 3 clusters
  Score: Raw -353993.602737 + Penalty 2623.247540 = -351370.355197
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70612.400000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70612.540000 sec): 3 clusters
  Score: Raw -458960.906235 + Penalty 2717.555194 = -456243.351041
  nChanged 1715
		SP:Iteration 1F (70612.650000 sec): 3 clusters
  Score: Raw -459956.193126 + Penalty 2717.555194 = -457238.637932
  nChanged 375
		SP:Iteration 2F (70612.760000 sec): 3 clusters
  Score: Raw -460228.064618 + Penalty 2717.555194 = -457510.509424
  nChanged 294
		SP:Iteration 3F (70612.910000 sec): 3 clusters
  Score: Raw -460458.385033 + Penalty 2717.555194 = -457740.829840
  nChanged 265
		SP:Iteration 4F (70613.050000 sec): 3 clusters
  Score: Raw -460671.685513 + Penalty 2717.555194 = -457954.130319
  nChanged 252
		SP:Iteration 5F (70613.170000 sec): 3 clusters
  Score: Raw -460895.815945 + Penalty 2717.555194 = -458178.260751
  nChanged 256
		SP:Iteration 6F (70613.300000 sec): 3 clusters
  Score: Raw -461117.393111 + Penalty 2717.555194 = -458399.837917
  nChanged 190
		SP:Iteration 7Q (70613.430000 sec): 3 clusters
  Score: Raw -461254.574757 + Penalty 2717.555194 = -458537.019563
  nChanged 153
		SP:Iteration 8Q (70613.540000 sec): 3 clusters
  Score: Raw -461343.034391 + Penalty 2717.555194 = -458625.479198
  nChanged 114
		SP:Iteration 9Q (70613.660000 sec): 3 clusters
  Score: Raw -461394.229738 + Penalty 2717.555194 = -458676.674544
  nChanged 79
		SP:Iteration 10Q (70613.810000 sec): 3 clusters
  Score: Raw -461427.287979 + Penalty 2717.555194 = -458709.732785
  nChanged 44
		SP:Iteration 11Q (70613.930000 sec): 3 clusters
  Score: Raw -461442.952760 + Penalty 2717.555194 = -458725.397566
  nChanged 22
		SP:Iteration 12Q (70614.090000 sec): 3 clusters
  Score: Raw -461450.930348 + Penalty 2717.555194 = -458733.375154
  nChanged 27
		SP:Iteration 13Q (70614.230000 sec): 3 clusters
  Score: Raw -461459.001166 + Penalty 2717.555194 = -458741.445972
  nChanged 17
		SP:Iteration 14Q (70614.420000 sec): 3 clusters
  Score: Raw -461462.867400 + Penalty 2717.555194 = -458745.312206
  nChanged 10
		SP:Iteration 15Q (70614.570000 sec): 3 clusters
  Score: Raw -461465.823879 + Penalty 2717.555194 = -458748.268685
  nChanged 6
		SP:Iteration 16Q (70614.700000 sec): 3 clusters
  Score: Raw -461468.102834 + Penalty 2717.555194 = -458750.547641
  nChanged 6
		SP:Iteration 17Q (70614.860000 sec): 3 clusters
  Score: Raw -461470.302132 + Penalty 2717.555194 = -458752.746938
  nChanged 8
		SP:Iteration 18Q (70615.010000 sec): 3 clusters
  Score: Raw -461472.324882 + Penalty 2717.555194 = -458754.769688
  nChanged 8
		SP:Iteration 19Q (70615.170000 sec): 3 clusters
  Score: Raw -461474.086845 + Penalty 2717.555194 = -458756.531651
  nChanged 4
		SP:Iteration 20F (70615.300000 sec): 3 clusters
  Score: Raw -461475.929611 + Penalty 2717.555194 = -458758.374417
  nChanged 4
		SP:Iteration 21Q (70615.430000 sec): 3 clusters
  Score: Raw -461477.148972 + Penalty 2717.555194 = -458759.593778
  nChanged 1
		SP:Iteration 22Q (70615.540000 sec): 3 clusters
  Score: Raw -461477.283867 + Penalty 2717.555194 = -458759.728673
  nChanged 1
		SP:Iteration 23Q (70615.700000 sec): 3 clusters
  Score: Raw -461477.714911 + Penalty 2717.555194 = -458760.159717
  nChanged 2
		SP:Iteration 24Q (70615.820000 sec): 3 clusters
  Score: Raw -461478.351240 + Penalty 2717.555194 = -458760.796046
  nChanged 1
		SP:Iteration 25Q (70615.960000 sec): 3 clusters
  Score: Raw -461478.497969 + Penalty 2717.555194 = -458760.942775
  nChanged 0
		SP:Iteration 26F (70616.080000 sec): 3 clusters
  Score: Raw -461478.497969 + Penalty 2717.555194 = -458760.942775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70616.280000 sec): 2 clusters
  Score: Raw -1914822.134786 + Penalty 1583.869986 = -1913238.264800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70616.500000 sec): 3 clusters
  Score: Raw -1904688.055195 + Penalty 3167.739972 = -1901520.315223
  nChanged 7655
		SP:Iteration 1F (70616.810000 sec): 3 clusters
  Score: Raw -1908867.117657 + Penalty 3167.739972 = -1905699.377685
  nChanged 870
		SP:Iteration 2F (70617.100000 sec): 3 clusters
  Score: Raw -1909205.974494 + Penalty 3167.739972 = -1906038.234522
  nChanged 847
		SP:Iteration 3Q (70617.300000 sec): 3 clusters
  Score: Raw -1909560.992897 + Penalty 3167.739972 = -1906393.252925
  nChanged 876
		SP:Iteration 4F (70617.550000 sec): 3 clusters
  Score: Raw -1909994.874478 + Penalty 3167.739972 = -1906827.134506
  nChanged 973
		SP:Iteration 5F (70617.790000 sec): 3 clusters
  Score: Raw -1910557.940477 + Penalty 3167.739972 = -1907390.200506
  nChanged 1069
		SP:Iteration 6F (70618.010000 sec): 3 clusters
  Score: Raw -1911325.615348 + Penalty 3167.739972 = -1908157.875377
  nChanged 1140
		SP:Iteration 7F (70618.320000 sec): 3 clusters
  Score: Raw -1912242.639909 + Penalty 3167.739972 = -1909074.899938
  nChanged 1076
		SP:Iteration 8F (70618.560000 sec): 3 clusters
  Score: Raw -1913153.188886 + Penalty 3167.739972 = -1909985.448914
  nChanged 800
		SP:Iteration 9Q (70618.850000 sec): 3 clusters
  Score: Raw -1913845.040649 + Penalty 3167.739972 = -1910677.300677
  nChanged 558
		SP:Iteration 10Q (70619.100000 sec): 3 clusters
  Score: Raw -1914361.585898 + Penalty 3167.739972 = -1911193.845926
  nChanged 315
		SP:Iteration 11Q (70619.360000 sec): 3 clusters
  Score: Raw -1914644.411959 + Penalty 3167.739972 = -1911476.671988
  nChanged 176
		SP:Iteration 12Q (70619.570000 sec): 3 clusters
  Score: Raw -1914794.087173 + Penalty 3167.739972 = -1911626.347201
  nChanged 85
		SP:Iteration 13Q (70619.810000 sec): 3 clusters
  Score: Raw -1914879.621409 + Penalty 3167.739972 = -1911711.881437
  nChanged 54
		SP:Iteration 14Q (70620.110000 sec): 3 clusters
  Score: Raw -1914931.108401 + Penalty 3167.739972 = -1911763.368429
  nChanged 26
		SP:Iteration 15Q (70620.360000 sec): 3 clusters
  Score: Raw -1914950.915361 + Penalty 3167.739972 = -1911783.175390
  nChanged 11
		SP:Iteration 16Q (70620.580000 sec): 3 clusters
  Score: Raw -1914958.845445 + Penalty 3167.739972 = -1911791.105474
  nChanged 7
		SP:Iteration 17Q (70620.850000 sec): 3 clusters
  Score: Raw -1914966.755836 + Penalty 3167.739972 = -1911799.015865
  nChanged 7
		SP:Iteration 18Q (70621.070000 sec): 3 clusters
  Score: Raw -1914971.624175 + Penalty 3167.739972 = -1911803.884203
  nChanged 2
		SP:Iteration 19Q (70621.350000 sec): 3 clusters
  Score: Raw -1914973.863872 + Penalty 3167.739972 = -1911806.123900
  nChanged 2
		SP:Iteration 20F (70621.600000 sec): 3 clusters
  Score: Raw -1914976.258467 + Penalty 3167.739972 = -1911808.518496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70621.710000 sec): 2 clusters
  Score: Raw -477619.261603 + Penalty 1363.160137 = -476256.101465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70621.920000 sec): 3 clusters
  Score: Raw -475383.626938 + Penalty 2726.320275 = -472657.306663
  nChanged 1731
		SP:Iteration 1F (70622.070000 sec): 3 clusters
  Score: Raw -476261.179037 + Penalty 2726.320275 = -473534.858762
  nChanged 330
		SP:Iteration 2F (70622.250000 sec): 3 clusters
  Score: Raw -476442.215357 + Penalty 2726.320275 = -473715.895082
  nChanged 258
		SP:Iteration 3F (70622.390000 sec): 3 clusters
  Score: Raw -476607.879919 + Penalty 2726.320275 = -473881.559644
  nChanged 250
		SP:Iteration 4F (70622.520000 sec): 3 clusters
  Score: Raw -476787.415019 + Penalty 2726.320275 = -474061.094744
  nChanged 236
		SP:Iteration 5F (70622.630000 sec): 3 clusters
  Score: Raw -476953.818176 + Penalty 2726.320275 = -474227.497901
  nChanged 230
		SP:Iteration 6F (70622.750000 sec): 3 clusters
  Score: Raw -477130.494281 + Penalty 2726.320275 = -474404.174006
  nChanged 261
		SP:Iteration 7F (70622.910000 sec): 3 clusters
  Score: Raw -477321.834875 + Penalty 2726.320275 = -474595.514600
  nChanged 238
		SP:Iteration 8F (70623.070000 sec): 3 clusters
  Score: Raw -477495.520423 + Penalty 2726.320275 = -474769.200148
  nChanged 197
		SP:Iteration 9Q (70623.180000 sec): 3 clusters
  Score: Raw -477632.751018 + Penalty 2726.320275 = -474906.430743
  nChanged 153
		SP:Iteration 10Q (70623.360000 sec): 3 clusters
  Score: Raw -477738.520543 + Penalty 2726.320275 = -475012.200268
  nChanged 119
		SP:Iteration 11Q (70623.490000 sec): 3 clusters
  Score: Raw -477811.550592 + Penalty 2726.320275 = -475085.230317
  nChanged 107
		SP:Iteration 12Q (70623.600000 sec): 3 clusters
  Score: Raw -477877.596534 + Penalty 2726.320275 = -475151.276259
  nChanged 71
		SP:Iteration 13Q (70623.710000 sec): 3 clusters
  Score: Raw -477916.962235 + Penalty 2726.320275 = -475190.641960
  nChanged 55
		SP:Iteration 14Q (70623.840000 sec): 3 clusters
  Score: Raw -477941.437069 + Penalty 2726.320275 = -475215.116794
  nChanged 35
		SP:Iteration 15Q (70624.020000 sec): 3 clusters
  Score: Raw -477957.817804 + Penalty 2726.320275 = -475231.497529
  nChanged 33
		SP:Iteration 16Q (70624.170000 sec): 3 clusters
  Score: Raw -477972.898299 + Penalty 2726.320275 = -475246.578025
  nChanged 24
		SP:Iteration 17Q (70624.350000 sec): 3 clusters
  Score: Raw -477980.033956 + Penalty 2726.320275 = -475253.713681
  nChanged 13
		SP:Iteration 18Q (70624.490000 sec): 3 clusters
  Score: Raw -477984.936415 + Penalty 2726.320275 = -475258.616140
  nChanged 13
		SP:Iteration 19Q (70624.620000 sec): 3 clusters
  Score: Raw -477990.470446 + Penalty 2726.320275 = -475264.150171
  nChanged 18
		SP:Iteration 20F (70624.810000 sec): 3 clusters
  Score: Raw -477997.534858 + Penalty 2726.320275 = -475271.214583
  nChanged 15
		SP:Iteration 21Q (70625.000000 sec): 3 clusters
  Score: Raw -478004.094310 + Penalty 2726.320275 = -475277.774035
  nChanged 14
		SP:Iteration 22Q (70625.130000 sec): 3 clusters
  Score: Raw -478011.209801 + Penalty 2726.320275 = -475284.889526
  nChanged 11
		SP:Iteration 23Q (70625.260000 sec): 3 clusters
  Score: Raw -478015.635070 + Penalty 2726.320275 = -475289.314795
  nChanged 11
		SP:Iteration 24Q (70625.420000 sec): 3 clusters
  Score: Raw -478021.478917 + Penalty 2726.320275 = -475295.158642
  nChanged 11
		SP:Iteration 25Q (70625.550000 sec): 3 clusters
  Score: Raw -478027.468233 + Penalty 2726.320275 = -475301.147958
  nChanged 10
		SP:Iteration 26Q (70625.710000 sec): 3 clusters
  Score: Raw -478031.675808 + Penalty 2726.320275 = -475305.355533
  nChanged 8
		SP:Iteration 27Q (70625.820000 sec): 3 clusters
  Score: Raw -478033.819825 + Penalty 2726.320275 = -475307.499550
  nChanged 7
		SP:Iteration 28Q (70625.950000 sec): 3 clusters
  Score: Raw -478035.344496 + Penalty 2726.320275 = -475309.024221
  nChanged 4
		SP:Iteration 29Q (70626.080000 sec): 3 clusters
  Score: Raw -478036.678589 + Penalty 2726.320275 = -475310.358314
  nChanged 4
		SP:Iteration 30Q (70626.210000 sec): 3 clusters
  Score: Raw -478037.757535 + Penalty 2726.320275 = -475311.437260
  nChanged 3
		SP:Iteration 31Q (70626.340000 sec): 3 clusters
  Score: Raw -478039.001733 + Penalty 2726.320275 = -475312.681458
  nChanged 3
		SP:Iteration 32Q (70626.470000 sec): 3 clusters
  Score: Raw -478039.643130 + Penalty 2726.320275 = -475313.322855
  nChanged 1
		SP:Iteration 33Q (70626.600000 sec): 3 clusters
  Score: Raw -478039.992022 + Penalty 2726.320275 = -475313.671747
  nChanged 1
		SP:Iteration 34Q (70626.720000 sec): 3 clusters
  Score: Raw -478040.200391 + Penalty 2726.320275 = -475313.880116
  nChanged 1
		SP:Iteration 35Q (70626.850000 sec): 3 clusters
  Score: Raw -478040.376077 + Penalty 2726.320275 = -475314.055802
  nChanged 0
		SP:Iteration 36F (70626.980000 sec): 3 clusters
  Score: Raw -478040.376077 + Penalty 2726.320275 = -475314.055802
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70627.610000 sec): 2 clusters
  Score: Raw -10351860.755376 + Penalty 1860.738577 = -10350000.016799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70628.510000 sec): 3 clusters
  Score: Raw -10291127.770709 + Penalty 3721.477154 = -10287406.293554
  nChanged 44756
		SP:Iteration 1F (70629.380000 sec): 3 clusters
  Score: Raw -10317162.649841 + Penalty 3721.477154 = -10313441.172687
  nChanged 3440
		SP:Iteration 2Q (70630.310000 sec): 3 clusters
  Score: Raw -10318188.906065 + Penalty 3721.477154 = -10314467.428910
  nChanged 3977
		SP:Iteration 3Q (70631.210000 sec): 3 clusters
  Score: Raw -10319719.601200 + Penalty 3721.477154 = -10315998.124046
  nChanged 5000
		SP:Iteration 4F (70632.150000 sec): 3 clusters
  Score: Raw -10322240.322903 + Penalty 3721.477154 = -10318518.845749
  nChanged 6342
		SP:Iteration 5F (70633.070000 sec): 3 clusters
  Score: Raw -10326421.174184 + Penalty 3721.477154 = -10322699.697030
  nChanged 7697
		SP:Iteration 6F (70634.000000 sec): 3 clusters
  Score: Raw -10332739.001572 + Penalty 3721.477154 = -10329017.524418
  nChanged 7858
		SP:Iteration 7F (70634.860000 sec): 3 clusters
  Score: Raw -10340179.502756 + Penalty 3721.477154 = -10336458.025601
  nChanged 6264
		SP:Iteration 8F (70635.750000 sec): 3 clusters
  Score: Raw -10346400.340299 + Penalty 3721.477154 = -10342678.863144
  nChanged 3586
		SP:Iteration 9Q (70636.590000 sec): 3 clusters
  Score: Raw -10349931.036428 + Penalty 3721.477154 = -10346209.559274
  nChanged 1504
		SP:Iteration 10Q (70637.430000 sec): 3 clusters
  Score: Raw -10351396.427621 + Penalty 3721.477154 = -10347674.950467
  nChanged 435
		SP:Iteration 11Q (70638.130000 sec): 3 clusters
  Score: Raw -10351843.339479 + Penalty 3721.477154 = -10348121.862325
  nChanged 110
		SP:Iteration 12Q (70638.880000 sec): 3 clusters
  Score: Raw -10351978.349195 + Penalty 3721.477154 = -10348256.872040
  nChanged 35
		SP:Iteration 13Q (70639.560000 sec): 3 clusters
  Score: Raw -10352026.456202 + Penalty 3721.477154 = -10348304.979047
  nChanged 23
		SP:Iteration 14Q (70640.350000 sec): 3 clusters
  Score: Raw -10352064.384755 + Penalty 3721.477154 = -10348342.907601
  nChanged 14
		SP:Iteration 15Q (70641.020000 sec): 3 clusters
  Score: Raw -10352090.498580 + Penalty 3721.477154 = -10348369.021426
  nChanged 11
		SP:Iteration 16Q (70641.780000 sec): 3 clusters
  Score: Raw -10352111.568280 + Penalty 3721.477154 = -10348390.091126
  nChanged 6
		SP:Iteration 17Q (70642.480000 sec): 3 clusters
  Score: Raw -10352124.512924 + Penalty 3721.477154 = -10348403.035770
  nChanged 5
		SP:Iteration 18Q (70643.250000 sec): 3 clusters
  Score: Raw -10352136.202852 + Penalty 3721.477154 = -10348414.725698
  nChanged 5
		SP:Iteration 19Q (70643.970000 sec): 3 clusters
  Score: Raw -10352145.597050 + Penalty 3721.477154 = -10348424.119895
  nChanged 3
		SP:Iteration 20F (70644.850000 sec): 3 clusters
  Score: Raw -10352148.885516 + Penalty 3721.477154 = -10348427.408362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70644.960000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70645.110000 sec): 3 clusters
  Score: Raw -596500.452724 + Penalty 2801.125225 = -593699.327499
  nChanged 2353
		SP:Iteration 1F (70645.360000 sec): 3 clusters
  Score: Raw -597743.952641 + Penalty 2801.125225 = -594942.827417
  nChanged 384
		SP:Iteration 2F (70645.530000 sec): 3 clusters
  Score: Raw -597938.346841 + Penalty 2801.125225 = -595137.221617
  nChanged 306
		SP:Iteration 3F (70645.670000 sec): 3 clusters
  Score: Raw -598102.192957 + Penalty 2801.125225 = -595301.067733
  nChanged 230
		SP:Iteration 4Q (70645.810000 sec): 3 clusters
  Score: Raw -598208.626793 + Penalty 2801.125225 = -595407.501568
  nChanged 201
		SP:Iteration 5Q (70645.930000 sec): 3 clusters
  Score: Raw -598300.216647 + Penalty 2801.125225 = -595499.091422
  nChanged 216
		SP:Iteration 6Q (70646.070000 sec): 3 clusters
  Score: Raw -598421.353866 + Penalty 2801.125225 = -595620.228641
  nChanged 225
		SP:Iteration 7Q (70646.220000 sec): 3 clusters
  Score: Raw -598557.422830 + Penalty 2801.125225 = -595756.297605
  nChanged 220
		SP:Iteration 8Q (70646.420000 sec): 3 clusters
  Score: Raw -598696.968004 + Penalty 2801.125225 = -595895.842779
  nChanged 237
		SP:Iteration 9Q (70646.550000 sec): 3 clusters
  Score: Raw -598852.171913 + Penalty 2801.125225 = -596051.046688
  nChanged 211
		SP:Iteration 10Q (70646.710000 sec): 3 clusters
  Score: Raw -598981.946848 + Penalty 2801.125225 = -596180.821623
  nChanged 179
		SP:Iteration 11Q (70646.830000 sec): 3 clusters
  Score: Raw -599094.337030 + Penalty 2801.125225 = -596293.211805
  nChanged 176
		SP:Iteration 12Q (70646.960000 sec): 3 clusters
  Score: Raw -599229.426712 + Penalty 2801.125225 = -596428.301488
  nChanged 158
		SP:Iteration 13Q (70647.120000 sec): 3 clusters
  Score: Raw -599359.514144 + Penalty 2801.125225 = -596558.388919
  nChanged 151
		SP:Iteration 14Q (70647.280000 sec): 3 clusters
  Score: Raw -599501.216995 + Penalty 2801.125225 = -596700.091771
  nChanged 129
		SP:Iteration 15Q (70647.420000 sec): 3 clusters
  Score: Raw -599618.389920 + Penalty 2801.125225 = -596817.264695
  nChanged 111
		SP:Iteration 16Q (70647.580000 sec): 3 clusters
  Score: Raw -599716.369530 + Penalty 2801.125225 = -596915.244306
  nChanged 91
		SP:Iteration 17Q (70647.750000 sec): 3 clusters
  Score: Raw -599794.276689 + Penalty 2801.125225 = -596993.151465
  nChanged 74
		SP:Iteration 18Q (70647.890000 sec): 3 clusters
  Score: Raw -599867.278769 + Penalty 2801.125225 = -597066.153545
  nChanged 72
		SP:Iteration 19Q (70648.040000 sec): 3 clusters
  Score: Raw -599928.722034 + Penalty 2801.125225 = -597127.596809
  nChanged 42
		SP:Iteration 20F (70648.210000 sec): 3 clusters
  Score: Raw -599956.691866 + Penalty 2801.125225 = -597155.566642
  nChanged 37
		SP:Iteration 21Q (70648.380000 sec): 3 clusters
  Score: Raw -599985.679385 + Penalty 2801.125225 = -597184.554160
  nChanged 45
		SP:Iteration 22Q (70648.540000 sec): 3 clusters
  Score: Raw -600025.452430 + Penalty 2801.125225 = -597224.327206
  nChanged 46
		SP:Iteration 23Q (70648.710000 sec): 3 clusters
  Score: Raw -600061.711428 + Penalty 2801.125225 = -597260.586203
  nChanged 41
		SP:Iteration 24Q (70648.890000 sec): 3 clusters
  Score: Raw -600095.496095 + Penalty 2801.125225 = -597294.370870
  nChanged 34
		SP:Iteration 25Q (70649.030000 sec): 3 clusters
  Score: Raw -600119.804514 + Penalty 2801.125225 = -597318.679289
  nChanged 36
		SP:Iteration 26Q (70649.210000 sec): 3 clusters
  Score: Raw -600143.559870 + Penalty 2801.125225 = -597342.434646
  nChanged 33
		SP:Iteration 27Q (70649.420000 sec): 3 clusters
  Score: Raw -600165.207087 + Penalty 2801.125225 = -597364.081863
  nChanged 31
		SP:Iteration 28Q (70649.550000 sec): 3 clusters
  Score: Raw -600182.893171 + Penalty 2801.125225 = -597381.767946
  nChanged 25
		SP:Iteration 29Q (70649.710000 sec): 3 clusters
  Score: Raw -600200.720822 + Penalty 2801.125225 = -597399.595598
  nChanged 26
		SP:Iteration 30Q (70649.880000 sec): 3 clusters
  Score: Raw -600215.331036 + Penalty 2801.125225 = -597414.205811
  nChanged 23
		SP:Iteration 31Q (70650.040000 sec): 3 clusters
  Score: Raw -600227.212005 + Penalty 2801.125225 = -597426.086780
  nChanged 21
		SP:Iteration 32Q (70650.200000 sec): 3 clusters
  Score: Raw -600239.681659 + Penalty 2801.125225 = -597438.556434
  nChanged 22
		SP:Iteration 33Q (70650.350000 sec): 3 clusters
  Score: Raw -600255.513116 + Penalty 2801.125225 = -597454.387892
  nChanged 18
		SP:Iteration 34Q (70650.560000 sec): 3 clusters
  Score: Raw -600267.896873 + Penalty 2801.125225 = -597466.771648
  nChanged 12
		SP:Iteration 35Q (70650.730000 sec): 3 clusters
  Score: Raw -600273.051921 + Penalty 2801.125225 = -597471.926697
  nChanged 8
		SP:Iteration 36Q (70650.880000 sec): 3 clusters
  Score: Raw -600275.697429 + Penalty 2801.125225 = -597474.572204
  nChanged 5
		SP:Iteration 37Q (70651.060000 sec): 3 clusters
  Score: Raw -600276.921347 + Penalty 2801.125225 = -597475.796122
  nChanged 3
		SP:Iteration 38Q (70651.270000 sec): 3 clusters
  Score: Raw -600277.375130 + Penalty 2801.125225 = -597476.249905
  nChanged 3
		SP:Iteration 39Q (70651.440000 sec): 3 clusters
  Score: Raw -600278.032442 + Penalty 2801.125225 = -597476.907217
  nChanged 2
		SP:Iteration 40F (70651.630000 sec): 3 clusters
  Score: Raw -600278.844429 + Penalty 2801.125225 = -597477.719204
  nChanged 2
		SP:Iteration 41Q (70651.830000 sec): 3 clusters
  Score: Raw -600279.688771 + Penalty 2801.125225 = -597478.563546
  nChanged 1
		SP:Iteration 42Q (70652.020000 sec): 3 clusters
  Score: Raw -600279.945498 + Penalty 2801.125225 = -597478.820274
  nChanged 4
		SP:Iteration 43Q (70652.200000 sec): 3 clusters
  Score: Raw -600280.801976 + Penalty 2801.125225 = -597479.676751
  nChanged 1
		SP:Iteration 44Q (70652.360000 sec): 3 clusters
  Score: Raw -600280.871396 + Penalty 2801.125225 = -597479.746171
  nChanged 0
		SP:Iteration 45F (70652.510000 sec): 3 clusters
  Score: Raw -600280.871396 + Penalty 2801.125225 = -597479.746171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70652.680000 sec): 2 clusters
  Score: Raw -1976360.011761 + Penalty 1592.547346 = -1974767.464415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70653.030000 sec): 3 clusters
  Score: Raw -1965520.956704 + Penalty 3185.094692 = -1962335.862012
  nChanged 8125
		SP:Iteration 1F (70653.260000 sec): 3 clusters
  Score: Raw -1970180.411352 + Penalty 3185.094692 = -1966995.316660
  nChanged 1052
		SP:Iteration 2F (70653.550000 sec): 3 clusters
  Score: Raw -1970681.330650 + Penalty 3185.094692 = -1967496.235958
  nChanged 1014
		SP:Iteration 3F (70653.830000 sec): 3 clusters
  Score: Raw -1971187.257644 + Penalty 3185.094692 = -1968002.162953
  nChanged 995
		SP:Iteration 4F (70654.080000 sec): 3 clusters
  Score: Raw -1971695.457332 + Penalty 3185.094692 = -1968510.362640
  nChanged 1000
		SP:Iteration 5F (70654.370000 sec): 3 clusters
  Score: Raw -1972228.631587 + Penalty 3185.094692 = -1969043.536895
  nChanged 1013
		SP:Iteration 6F (70654.620000 sec): 3 clusters
  Score: Raw -1972814.769657 + Penalty 3185.094692 = -1969629.674965
  nChanged 1010
		SP:Iteration 7F (70654.900000 sec): 3 clusters
  Score: Raw -1973384.579323 + Penalty 3185.094692 = -1970199.484631
  nChanged 913
		SP:Iteration 8F (70655.230000 sec): 3 clusters
  Score: Raw -1973946.260715 + Penalty 3185.094692 = -1970761.166023
  nChanged 819
		SP:Iteration 9Q (70655.480000 sec): 3 clusters
  Score: Raw -1974463.182384 + Penalty 3185.094692 = -1971278.087692
  nChanged 701
		SP:Iteration 10Q (70655.810000 sec): 3 clusters
  Score: Raw -1974951.992332 + Penalty 3185.094692 = -1971766.897640
  nChanged 601
		SP:Iteration 11Q (70656.090000 sec): 3 clusters
  Score: Raw -1975410.008272 + Penalty 3185.094692 = -1972224.913580
  nChanged 462
		SP:Iteration 12Q (70656.360000 sec): 3 clusters
  Score: Raw -1975786.020919 + Penalty 3185.094692 = -1972600.926227
  nChanged 372
		SP:Iteration 13Q (70656.640000 sec): 3 clusters
  Score: Raw -1976068.675965 + Penalty 3185.094692 = -1972883.581273
  nChanged 318
		SP:Iteration 14Q (70656.910000 sec): 3 clusters
  Score: Raw -1976311.653012 + Penalty 3185.094692 = -1973126.558320
  nChanged 251
		SP:Iteration 15Q (70657.210000 sec): 3 clusters
  Score: Raw -1976483.043001 + Penalty 3185.094692 = -1973297.948309
  nChanged 185
		SP:Iteration 16Q (70657.510000 sec): 3 clusters
  Score: Raw -1976608.896630 + Penalty 3185.094692 = -1973423.801939
  nChanged 174
		SP:Iteration 17Q (70657.780000 sec): 3 clusters
  Score: Raw -1976731.612568 + Penalty 3185.094692 = -1973546.517876
  nChanged 157
		SP:Iteration 18Q (70658.060000 sec): 3 clusters
  Score: Raw -1976841.604955 + Penalty 3185.094692 = -1973656.510263
  nChanged 138
		SP:Iteration 19Q (70658.300000 sec): 3 clusters
  Score: Raw -1976926.901837 + Penalty 3185.094692 = -1973741.807146
  nChanged 122
		SP:Iteration 20F (70658.570000 sec): 3 clusters
  Score: Raw -1977008.055454 + Penalty 3185.094692 = -1973822.960762
  nChanged 107
		SP:Iteration 21Q (70658.880000 sec): 3 clusters
  Score: Raw -1977078.840611 + Penalty 3185.094692 = -1973893.745920
  nChanged 87
		SP:Iteration 22Q (70659.170000 sec): 3 clusters
  Score: Raw -1977126.745402 + Penalty 3185.094692 = -1973941.650710
  nChanged 71
		SP:Iteration 23Q (70659.490000 sec): 3 clusters
  Score: Raw -1977171.310358 + Penalty 3185.094692 = -1973986.215666
  nChanged 56
		SP:Iteration 24Q (70659.730000 sec): 3 clusters
  Score: Raw -1977200.479723 + Penalty 3185.094692 = -1974015.385031
  nChanged 48
		SP:Iteration 25Q (70659.980000 sec): 3 clusters
  Score: Raw -1977223.397378 + Penalty 3185.094692 = -1974038.302686
  nChanged 40
		SP:Iteration 26Q (70660.310000 sec): 3 clusters
  Score: Raw -1977243.660851 + Penalty 3185.094692 = -1974058.566159
  nChanged 32
		SP:Iteration 27Q (70660.580000 sec): 3 clusters
  Score: Raw -1977257.636591 + Penalty 3185.094692 = -1974072.541899
  nChanged 24
		SP:Iteration 28Q (70660.810000 sec): 3 clusters
  Score: Raw -1977268.541174 + Penalty 3185.094692 = -1974083.446482
  nChanged 27
		SP:Iteration 29Q (70661.070000 sec): 3 clusters
  Score: Raw -1977282.826561 + Penalty 3185.094692 = -1974097.731869
  nChanged 26
		SP:Iteration 30Q (70661.370000 sec): 3 clusters
  Score: Raw -1977294.624900 + Penalty 3185.094692 = -1974109.530209
  nChanged 23
		SP:Iteration 31Q (70661.670000 sec): 3 clusters
  Score: Raw -1977303.148163 + Penalty 3185.094692 = -1974118.053471
  nChanged 13
		SP:Iteration 32Q (70661.900000 sec): 3 clusters
  Score: Raw -1977307.673014 + Penalty 3185.094692 = -1974122.578322
  nChanged 11
		SP:Iteration 33Q (70662.180000 sec): 3 clusters
  Score: Raw -1977312.203627 + Penalty 3185.094692 = -1974127.108935
  nChanged 8
		SP:Iteration 34Q (70662.440000 sec): 3 clusters
  Score: Raw -1977316.298697 + Penalty 3185.094692 = -1974131.204005
  nChanged 5
		SP:Iteration 35Q (70662.690000 sec): 3 clusters
  Score: Raw -1977317.911274 + Penalty 3185.094692 = -1974132.816582
  nChanged 6
		SP:Iteration 36Q (70662.930000 sec): 3 clusters
  Score: Raw -1977319.750741 + Penalty 3185.094692 = -1974134.656049
  nChanged 4
		SP:Iteration 37Q (70663.190000 sec): 3 clusters
  Score: Raw -1977321.699369 + Penalty 3185.094692 = -1974136.604677
  nChanged 6
		SP:Iteration 38Q (70663.460000 sec): 3 clusters
  Score: Raw -1977323.999065 + Penalty 3185.094692 = -1974138.904373
  nChanged 5
		SP:Iteration 39Q (70663.730000 sec): 3 clusters
  Score: Raw -1977325.589945 + Penalty 3185.094692 = -1974140.495253
  nChanged 5
		SP:Iteration 40F (70664.070000 sec): 3 clusters
  Score: Raw -1977327.310920 + Penalty 3185.094692 = -1974142.216228
  nChanged 3
		SP:Iteration 41Q (70664.310000 sec): 3 clusters
  Score: Raw -1977328.337281 + Penalty 3185.094692 = -1974143.242589
  nChanged 5
		SP:Iteration 42Q (70664.550000 sec): 3 clusters
  Score: Raw -1977329.830173 + Penalty 3185.094692 = -1974144.735481
  nChanged 5
		SP:Iteration 43Q (70664.810000 sec): 3 clusters
  Score: Raw -1977330.850458 + Penalty 3185.094692 = -1974145.755766
  nChanged 0
		SP:Iteration 44F (70665.090000 sec): 3 clusters
  Score: Raw -1977330.850458 + Penalty 3185.094692 = -1974145.755766
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70665.200000 sec): 2 clusters
  Score: Raw -200992.779651 + Penalty 1247.049850 = -199745.729801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70665.350000 sec): 3 clusters
  Score: Raw -200122.725387 + Penalty 2494.099699 = -197628.625687
  nChanged 767
		SP:Iteration 1F (70665.530000 sec): 3 clusters
  Score: Raw -200826.277943 + Penalty 2494.099699 = -198332.178243
  nChanged 233
		SP:Iteration 2F (70665.670000 sec): 3 clusters
  Score: Raw -201150.424738 + Penalty 2494.099699 = -198656.325039
  nChanged 185
		SP:Iteration 3F (70665.770000 sec): 3 clusters
  Score: Raw -201363.789535 + Penalty 2494.099699 = -198869.689836
  nChanged 121
		SP:Iteration 4F (70665.930000 sec): 3 clusters
  Score: Raw -201492.562773 + Penalty 2494.099699 = -198998.463074
  nChanged 88
		SP:Iteration 5Q (70666.070000 sec): 3 clusters
  Score: Raw -201590.523001 + Penalty 2494.099699 = -199096.423302
  nChanged 71
		SP:Iteration 6Q (70666.210000 sec): 3 clusters
  Score: Raw -201655.305972 + Penalty 2494.099699 = -199161.206272
  nChanged 40
		SP:Iteration 7Q (70666.350000 sec): 3 clusters
  Score: Raw -201681.301300 + Penalty 2494.099699 = -199187.201601
  nChanged 26
		SP:Iteration 8Q (70666.510000 sec): 3 clusters
  Score: Raw -201695.037511 + Penalty 2494.099699 = -199200.937812
  nChanged 12
		SP:Iteration 9Q (70666.650000 sec): 3 clusters
  Score: Raw -201698.460632 + Penalty 2494.099699 = -199204.360933
  nChanged 6
		SP:Iteration 10Q (70666.790000 sec): 3 clusters
  Score: Raw -201700.608867 + Penalty 2494.099699 = -199206.509168
  nChanged 7
		SP:Iteration 11Q (70666.930000 sec): 3 clusters
  Score: Raw -201704.707778 + Penalty 2494.099699 = -199210.608079
  nChanged 8
		SP:Iteration 12Q (70667.070000 sec): 3 clusters
  Score: Raw -201708.620506 + Penalty 2494.099699 = -199214.520806
  nChanged 9
		SP:Iteration 13Q (70667.210000 sec): 3 clusters
  Score: Raw -201713.744011 + Penalty 2494.099699 = -199219.644311
  nChanged 13
		SP:Iteration 14Q (70667.360000 sec): 3 clusters
  Score: Raw -201720.765590 + Penalty 2494.099699 = -199226.665891
  nChanged 14
		SP:Iteration 15Q (70667.500000 sec): 3 clusters
  Score: Raw -201726.028602 + Penalty 2494.099699 = -199231.928902
  nChanged 8
		SP:Iteration 16Q (70667.650000 sec): 3 clusters
  Score: Raw -201730.360457 + Penalty 2494.099699 = -199236.260758
  nChanged 6
		SP:Iteration 17Q (70667.790000 sec): 3 clusters
  Score: Raw -201732.494896 + Penalty 2494.099699 = -199238.395196
  nChanged 7
		SP:Iteration 18Q (70667.930000 sec): 3 clusters
  Score: Raw -201735.726921 + Penalty 2494.099699 = -199241.627222
  nChanged 7
		SP:Iteration 19Q (70668.080000 sec): 3 clusters
  Score: Raw -201739.090486 + Penalty 2494.099699 = -199244.990786
  nChanged 5
		SP:Iteration 20F (70668.220000 sec): 3 clusters
  Score: Raw -201741.254666 + Penalty 2494.099699 = -199247.154966
  nChanged 2
		SP:Iteration 21Q (70668.370000 sec): 3 clusters
  Score: Raw -201741.683154 + Penalty 2494.099699 = -199247.583455
  nChanged 2
		SP:Iteration 22Q (70668.510000 sec): 3 clusters
  Score: Raw -201742.121112 + Penalty 2494.099699 = -199248.021412
  nChanged 1
		SP:Iteration 23Q (70668.650000 sec): 3 clusters
  Score: Raw -201742.184885 + Penalty 2494.099699 = -199248.085185
  nChanged 0
		SP:Iteration 24F (70668.790000 sec): 3 clusters
  Score: Raw -201742.184885 + Penalty 2494.099699 = -199248.085185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70668.850000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70668.990000 sec): 3 clusters
  Score: Raw -7495.849728 + Penalty 1440.015460 = -6055.834269
  nChanged 5
		SP:Iteration 1F (70669.130000 sec): 3 clusters
  Score: Raw -7511.860887 + Penalty 1440.015460 = -6071.845427
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70669.250000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70669.390000 sec): 3 clusters
  Score: Raw -330542.239148 + Penalty 2605.732077 = -327936.507071
  nChanged 1099
		SP:Iteration 1F (70669.530000 sec): 3 clusters
  Score: Raw -331156.456971 + Penalty 2605.732077 = -328550.724894
  nChanged 214
		SP:Iteration 2F (70669.670000 sec): 3 clusters
  Score: Raw -331296.992035 + Penalty 2605.732077 = -328691.259958
  nChanged 157
		SP:Iteration 3F (70669.830000 sec): 3 clusters
  Score: Raw -331406.000016 + Penalty 2605.732077 = -328800.267939
  nChanged 143
		SP:Iteration 4Q (70669.990000 sec): 3 clusters
  Score: Raw -331499.013864 + Penalty 2605.732077 = -328893.281788
  nChanged 143
		SP:Iteration 5Q (70670.150000 sec): 3 clusters
  Score: Raw -331589.254918 + Penalty 2605.732077 = -328983.522841
  nChanged 134
		SP:Iteration 6Q (70670.290000 sec): 3 clusters
  Score: Raw -331683.619581 + Penalty 2605.732077 = -329077.887504
  nChanged 131
		SP:Iteration 7Q (70670.450000 sec): 3 clusters
  Score: Raw -331779.749304 + Penalty 2605.732077 = -329174.017227
  nChanged 123
		SP:Iteration 8Q (70670.610000 sec): 3 clusters
  Score: Raw -331881.876739 + Penalty 2605.732077 = -329276.144662
  nChanged 122
		SP:Iteration 9Q (70670.750000 sec): 3 clusters
  Score: Raw -331982.301156 + Penalty 2605.732077 = -329376.569079
  nChanged 112
		SP:Iteration 10Q (70670.920000 sec): 3 clusters
  Score: Raw -332044.835418 + Penalty 2605.732077 = -329439.103341
  nChanged 66
		SP:Iteration 11Q (70671.040000 sec): 3 clusters
  Score: Raw -332085.275583 + Penalty 2605.732077 = -329479.543506
  nChanged 54
		SP:Iteration 12Q (70671.160000 sec): 3 clusters
  Score: Raw -332115.117281 + Penalty 2605.732077 = -329509.385204
  nChanged 48
		SP:Iteration 13Q (70671.300000 sec): 3 clusters
  Score: Raw -332136.079861 + Penalty 2605.732077 = -329530.347784
  nChanged 36
		SP:Iteration 14Q (70671.500000 sec): 3 clusters
  Score: Raw -332155.988848 + Penalty 2605.732077 = -329550.256771
  nChanged 31
		SP:Iteration 15Q (70671.640000 sec): 3 clusters
  Score: Raw -332174.179682 + Penalty 2605.732077 = -329568.447605
  nChanged 26
		SP:Iteration 16Q (70671.830000 sec): 3 clusters
  Score: Raw -332185.490142 + Penalty 2605.732077 = -329579.758065
  nChanged 15
		SP:Iteration 17Q (70671.990000 sec): 3 clusters
  Score: Raw -332192.612600 + Penalty 2605.732077 = -329586.880523
  nChanged 11
		SP:Iteration 18Q (70672.130000 sec): 3 clusters
  Score: Raw -332196.855588 + Penalty 2605.732077 = -329591.123511
  nChanged 6
		SP:Iteration 19Q (70672.290000 sec): 3 clusters
  Score: Raw -332200.539437 + Penalty 2605.732077 = -329594.807360
  nChanged 11
		SP:Iteration 20F (70672.440000 sec): 3 clusters
  Score: Raw -332204.799118 + Penalty 2605.732077 = -329599.067041
  nChanged 7
		SP:Iteration 21Q (70672.570000 sec): 3 clusters
  Score: Raw -332207.182932 + Penalty 2605.732077 = -329601.450855
  nChanged 4
		SP:Iteration 22Q (70672.720000 sec): 3 clusters
  Score: Raw -332208.514298 + Penalty 2605.732077 = -329602.782221
  nChanged 1
		SP:Iteration 23Q (70672.850000 sec): 3 clusters
  Score: Raw -332208.832674 + Penalty 2605.732077 = -329603.100597
  nChanged 3
		SP:Iteration 24Q (70673.010000 sec): 3 clusters
  Score: Raw -332210.005795 + Penalty 2605.732077 = -329604.273718
  nChanged 3
		SP:Iteration 25Q (70673.190000 sec): 3 clusters
  Score: Raw -332210.783461 + Penalty 2605.732077 = -329605.051384
  nChanged 3
		SP:Iteration 26Q (70673.330000 sec): 3 clusters
  Score: Raw -332211.826952 + Penalty 2605.732077 = -329606.094875
  nChanged 2
		SP:Iteration 27Q (70673.470000 sec): 3 clusters
  Score: Raw -332213.016527 + Penalty 2605.732077 = -329607.284450
  nChanged 1
		SP:Iteration 28Q (70673.610000 sec): 3 clusters
  Score: Raw -332213.209979 + Penalty 2605.732077 = -329607.477903
  nChanged 1
		SP:Iteration 29Q (70673.770000 sec): 3 clusters
  Score: Raw -332213.715002 + Penalty 2605.732077 = -329607.982925
  nChanged 1
		SP:Iteration 30Q (70673.930000 sec): 3 clusters
  Score: Raw -332213.903233 + Penalty 2605.732077 = -329608.171156
  nChanged 1
		SP:Iteration 31Q (70674.070000 sec): 3 clusters
  Score: Raw -332214.230629 + Penalty 2605.732077 = -329608.498552
  nChanged 1
		SP:Iteration 32Q (70674.210000 sec): 3 clusters
  Score: Raw -332214.512594 + Penalty 2605.732077 = -329608.780517
  nChanged 1
		SP:Iteration 33Q (70674.350000 sec): 3 clusters
  Score: Raw -332214.741945 + Penalty 2605.732077 = -329609.009868
  nChanged 0
		SP:Iteration 34F (70674.490000 sec): 3 clusters
  Score: Raw -332214.741945 + Penalty 2605.732077 = -329609.009868
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70674.560000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70674.710000 sec): 3 clusters
  Score: Raw -119893.102840 + Penalty 2286.176077 = -117606.926763
  nChanged 334
		SP:Iteration 1F (70674.840000 sec): 3 clusters
  Score: Raw -120180.668900 + Penalty 2286.176077 = -117894.492823
  nChanged 90
		SP:Iteration 2F (70674.980000 sec): 3 clusters
  Score: Raw -120285.568695 + Penalty 2286.176077 = -117999.392618
  nChanged 63
		SP:Iteration 3F (70675.120000 sec): 3 clusters
  Score: Raw -120383.409629 + Penalty 2286.176077 = -118097.233552
  nChanged 58
		SP:Iteration 4F (70675.260000 sec): 3 clusters
  Score: Raw -120472.313991 + Penalty 2286.176077 = -118186.137914
  nChanged 49
		SP:Iteration 5Q (70675.400000 sec): 3 clusters
  Score: Raw -120544.778938 + Penalty 2286.176077 = -118258.602861
  nChanged 47
		SP:Iteration 6Q (70675.540000 sec): 3 clusters
  Score: Raw -120604.731083 + Penalty 2286.176077 = -118318.555006
  nChanged 23
		SP:Iteration 7Q (70675.690000 sec): 3 clusters
  Score: Raw -120628.608555 + Penalty 2286.176077 = -118342.432477
  nChanged 13
		SP:Iteration 8Q (70675.820000 sec): 3 clusters
  Score: Raw -120637.372642 + Penalty 2286.176077 = -118351.196564
  nChanged 12
		SP:Iteration 9Q (70675.970000 sec): 3 clusters
  Score: Raw -120652.152392 + Penalty 2286.176077 = -118365.976314
  nChanged 18
		SP:Iteration 10Q (70676.110000 sec): 3 clusters
  Score: Raw -120677.581410 + Penalty 2286.176077 = -118391.405333
  nChanged 18
		SP:Iteration 11Q (70676.250000 sec): 3 clusters
  Score: Raw -120716.686744 + Penalty 2286.176077 = -118430.510667
  nChanged 22
		SP:Iteration 12Q (70676.390000 sec): 3 clusters
  Score: Raw -120768.210821 + Penalty 2286.176077 = -118482.034744
  nChanged 32
		SP:Iteration 13Q (70676.540000 sec): 3 clusters
  Score: Raw -120824.400690 + Penalty 2286.176077 = -118538.224613
  nChanged 24
		SP:Iteration 14Q (70676.680000 sec): 3 clusters
  Score: Raw -120862.714047 + Penalty 2286.176077 = -118576.537970
  nChanged 16
		SP:Iteration 15Q (70676.820000 sec): 3 clusters
  Score: Raw -120891.866621 + Penalty 2286.176077 = -118605.690543
  nChanged 18
		SP:Iteration 16Q (70676.960000 sec): 3 clusters
  Score: Raw -120921.416330 + Penalty 2286.176077 = -118635.240252
  nChanged 19
		SP:Iteration 17Q (70677.100000 sec): 3 clusters
  Score: Raw -120947.995297 + Penalty 2286.176077 = -118661.819220
  nChanged 18
		SP:Iteration 18Q (70677.240000 sec): 3 clusters
  Score: Raw -120985.775519 + Penalty 2286.176077 = -118699.599442
  nChanged 15
		SP:Iteration 19Q (70677.390000 sec): 3 clusters
  Score: Raw -121016.977258 + Penalty 2286.176077 = -118730.801180
  nChanged 16
		SP:Iteration 20F (70677.540000 sec): 3 clusters
  Score: Raw -121051.864616 + Penalty 2286.176077 = -118765.688539
  nChanged 17
		SP:Iteration 21Q (70677.670000 sec): 3 clusters
  Score: Raw -121090.388520 + Penalty 2286.176077 = -118804.212443
  nChanged 19
		SP:Iteration 22Q (70677.810000 sec): 3 clusters
  Score: Raw -121124.731214 + Penalty 2286.176077 = -118838.555137
  nChanged 11
		SP:Iteration 23Q (70677.960000 sec): 3 clusters
  Score: Raw -121136.551903 + Penalty 2286.176077 = -118850.375826
  nChanged 3
		SP:Iteration 24Q (70678.100000 sec): 3 clusters
  Score: Raw -121139.064693 + Penalty 2286.176077 = -118852.888616
  nChanged 2
		SP:Iteration 25Q (70678.240000 sec): 3 clusters
  Score: Raw -121140.253953 + Penalty 2286.176077 = -118854.077875
  nChanged 0
		SP:Iteration 26F (70678.390000 sec): 3 clusters
  Score: Raw -121140.253953 + Penalty 2286.176077 = -118854.077875
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70678.540000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70678.750000 sec): 3 clusters
  Score: Raw -860972.141820 + Penalty 2906.214823 = -858065.926997
  nChanged 3267
		SP:Iteration 1F (70678.920000 sec): 3 clusters
  Score: Raw -862754.984775 + Penalty 2906.214823 = -859848.769953
  nChanged 520
		SP:Iteration 2F (70679.160000 sec): 3 clusters
  Score: Raw -863006.116060 + Penalty 2906.214823 = -860099.901237
  nChanged 396
		SP:Iteration 3F (70679.340000 sec): 3 clusters
  Score: Raw -863167.335026 + Penalty 2906.214823 = -860261.120203
  nChanged 297
		SP:Iteration 4Q (70679.480000 sec): 3 clusters
  Score: Raw -863289.855988 + Penalty 2906.214823 = -860383.641165
  nChanged 262
		SP:Iteration 5Q (70679.660000 sec): 3 clusters
  Score: Raw -863405.759394 + Penalty 2906.214823 = -860499.544571
  nChanged 234
		SP:Iteration 6Q (70679.920000 sec): 3 clusters
  Score: Raw -863502.805857 + Penalty 2906.214823 = -860596.591034
  nChanged 197
		SP:Iteration 7Q (70680.110000 sec): 3 clusters
  Score: Raw -863576.823535 + Penalty 2906.214823 = -860670.608712
  nChanged 191
		SP:Iteration 8Q (70680.290000 sec): 3 clusters
  Score: Raw -863652.749731 + Penalty 2906.214823 = -860746.534908
  nChanged 189
		SP:Iteration 9Q (70680.550000 sec): 3 clusters
  Score: Raw -863743.267941 + Penalty 2906.214823 = -860837.053118
  nChanged 213
		SP:Iteration 10Q (70680.690000 sec): 3 clusters
  Score: Raw -863848.659014 + Penalty 2906.214823 = -860942.444191
  nChanged 228
		SP:Iteration 11Q (70680.920000 sec): 3 clusters
  Score: Raw -863986.821564 + Penalty 2906.214823 = -861080.606741
  nChanged 278
		SP:Iteration 12Q (70681.100000 sec): 3 clusters
  Score: Raw -864165.359854 + Penalty 2906.214823 = -861259.145032
  nChanged 288
		SP:Iteration 13Q (70681.220000 sec): 3 clusters
  Score: Raw -864377.201693 + Penalty 2906.214823 = -861470.986871
  nChanged 317
		SP:Iteration 14Q (70681.380000 sec): 3 clusters
  Score: Raw -864613.393040 + Penalty 2906.214823 = -861707.178217
  nChanged 296
		SP:Iteration 15Q (70681.560000 sec): 3 clusters
  Score: Raw -864825.357910 + Penalty 2906.214823 = -861919.143087
  nChanged 275
		SP:Iteration 16Q (70681.750000 sec): 3 clusters
  Score: Raw -864998.408995 + Penalty 2906.214823 = -862092.194172
  nChanged 243
		SP:Iteration 17Q (70681.920000 sec): 3 clusters
  Score: Raw -865110.572373 + Penalty 2906.214823 = -862204.357550
  nChanged 165
		SP:Iteration 18Q (70682.070000 sec): 3 clusters
  Score: Raw -865168.060432 + Penalty 2906.214823 = -862261.845609
  nChanged 107
		SP:Iteration 19Q (70682.230000 sec): 3 clusters
  Score: Raw -865202.829163 + Penalty 2906.214823 = -862296.614340
  nChanged 99
		SP:Iteration 20F (70682.390000 sec): 3 clusters
  Score: Raw -865235.101505 + Penalty 2906.214823 = -862328.886682
  nChanged 90
		SP:Iteration 21Q (70682.560000 sec): 3 clusters
  Score: Raw -865259.472856 + Penalty 2906.214823 = -862353.258033
  nChanged 89
		SP:Iteration 22Q (70682.720000 sec): 3 clusters
  Score: Raw -865289.301857 + Penalty 2906.214823 = -862383.087034
  nChanged 78
		SP:Iteration 23Q (70682.890000 sec): 3 clusters
  Score: Raw -865313.090460 + Penalty 2906.214823 = -862406.875637
  nChanged 77
		SP:Iteration 24Q (70683.050000 sec): 3 clusters
  Score: Raw -865332.396431 + Penalty 2906.214823 = -862426.181608
  nChanged 51
		SP:Iteration 25Q (70683.260000 sec): 3 clusters
  Score: Raw -865346.812675 + Penalty 2906.214823 = -862440.597852
  nChanged 51
		SP:Iteration 26Q (70683.420000 sec): 3 clusters
  Score: Raw -865360.657756 + Penalty 2906.214823 = -862454.442933
  nChanged 42
		SP:Iteration 27Q (70683.600000 sec): 3 clusters
  Score: Raw -865371.449310 + Penalty 2906.214823 = -862465.234487
  nChanged 38
		SP:Iteration 28Q (70683.760000 sec): 3 clusters
  Score: Raw -865381.050644 + Penalty 2906.214823 = -862474.835821
  nChanged 42
		SP:Iteration 29Q (70683.920000 sec): 3 clusters
  Score: Raw -865391.842538 + Penalty 2906.214823 = -862485.627715
  nChanged 41
		SP:Iteration 30Q (70684.080000 sec): 3 clusters
  Score: Raw -865402.300466 + Penalty 2906.214823 = -862496.085643
  nChanged 37
		SP:Iteration 31Q (70684.230000 sec): 3 clusters
  Score: Raw -865412.216980 + Penalty 2906.214823 = -862506.002157
  nChanged 41
		SP:Iteration 32Q (70684.400000 sec): 3 clusters
  Score: Raw -865422.328436 + Penalty 2906.214823 = -862516.113613
  nChanged 28
		SP:Iteration 33Q (70684.570000 sec): 3 clusters
  Score: Raw -865428.460519 + Penalty 2906.214823 = -862522.245696
  nChanged 30
		SP:Iteration 34Q (70684.730000 sec): 3 clusters
  Score: Raw -865436.102374 + Penalty 2906.214823 = -862529.887551
  nChanged 32
		SP:Iteration 35Q (70684.940000 sec): 3 clusters
  Score: Raw -865443.349580 + Penalty 2906.214823 = -862537.134757
  nChanged 37
		SP:Iteration 36Q (70685.180000 sec): 3 clusters
  Score: Raw -865452.473260 + Penalty 2906.214823 = -862546.258437
  nChanged 34
		SP:Iteration 37Q (70685.360000 sec): 3 clusters
  Score: Raw -865458.457057 + Penalty 2906.214823 = -862552.242234
  nChanged 19
		SP:Iteration 38Q (70685.510000 sec): 3 clusters
  Score: Raw -865461.779580 + Penalty 2906.214823 = -862555.564757
  nChanged 20
		SP:Iteration 39Q (70685.710000 sec): 3 clusters
  Score: Raw -865466.672475 + Penalty 2906.214823 = -862560.457652
  nChanged 19
		SP:Iteration 40F (70685.920000 sec): 3 clusters
  Score: Raw -865472.137009 + Penalty 2906.214823 = -862565.922186
  nChanged 27
		SP:Iteration 41Q (70686.080000 sec): 3 clusters
  Score: Raw -865478.018203 + Penalty 2906.214823 = -862571.803380
  nChanged 19
		SP:Iteration 42Q (70686.250000 sec): 3 clusters
  Score: Raw -865481.658059 + Penalty 2906.214823 = -862575.443236
  nChanged 15
		SP:Iteration 43Q (70686.410000 sec): 3 clusters
  Score: Raw -865485.064405 + Penalty 2906.214823 = -862578.849583
  nChanged 13
		SP:Iteration 44Q (70686.590000 sec): 3 clusters
  Score: Raw -865487.940730 + Penalty 2906.214823 = -862581.725907
  nChanged 9
		SP:Iteration 45Q (70686.750000 sec): 3 clusters
  Score: Raw -865489.643372 + Penalty 2906.214823 = -862583.428549
  nChanged 12
		SP:Iteration 46Q (70686.920000 sec): 3 clusters
  Score: Raw -865491.638448 + Penalty 2906.214823 = -862585.423625
  nChanged 11
		SP:Iteration 47Q (70687.100000 sec): 3 clusters
  Score: Raw -865494.061847 + Penalty 2906.214823 = -862587.847024
  nChanged 11
		SP:Iteration 48Q (70687.260000 sec): 3 clusters
  Score: Raw -865496.035316 + Penalty 2906.214823 = -862589.820494
  nChanged 10
		SP:Iteration 49Q (70687.500000 sec): 3 clusters
  Score: Raw -865497.865768 + Penalty 2906.214823 = -862591.650945
  nChanged 4
		SP:Iteration 50Q (70687.630000 sec): 3 clusters
  Score: Raw -865498.720437 + Penalty 2906.214823 = -862592.505615
  nChanged 7
		SP:Iteration 51Q (70687.800000 sec): 3 clusters
  Score: Raw -865499.878164 + Penalty 2906.214823 = -862593.663342
  nChanged 8
		SP:Iteration 52Q (70688.010000 sec): 3 clusters
  Score: Raw -865501.283593 + Penalty 2906.214823 = -862595.068770
  nChanged 8
		SP:Iteration 53Q (70688.180000 sec): 3 clusters
  Score: Raw -865502.569084 + Penalty 2906.214823 = -862596.354261
  nChanged 4
		SP:Iteration 54Q (70688.380000 sec): 3 clusters
  Score: Raw -865503.485170 + Penalty 2906.214823 = -862597.270347
  nChanged 4
		SP:Iteration 55Q (70688.530000 sec): 3 clusters
  Score: Raw -865504.172852 + Penalty 2906.214823 = -862597.958030
  nChanged 4
		SP:Iteration 56Q (70688.670000 sec): 3 clusters
  Score: Raw -865504.786481 + Penalty 2906.214823 = -862598.571659
  nChanged 4
		SP:Iteration 57Q (70688.850000 sec): 3 clusters
  Score: Raw -865505.420369 + Penalty 2906.214823 = -862599.205546
  nChanged 3
		SP:Iteration 58Q (70689.070000 sec): 3 clusters
  Score: Raw -865505.930066 + Penalty 2906.214823 = -862599.715244
  nChanged 4
		SP:Iteration 59Q (70689.250000 sec): 3 clusters
  Score: Raw -865506.558957 + Penalty 2906.214823 = -862600.344135
  nChanged 5
		SP:Iteration 60F (70689.430000 sec): 3 clusters
  Score: Raw -865507.385522 + Penalty 2906.214823 = -862601.170699
  nChanged 4
		SP:Iteration 61Q (70689.590000 sec): 3 clusters
  Score: Raw -865508.036025 + Penalty 2906.214823 = -862601.821202
  nChanged 4
		SP:Iteration 62Q (70689.690000 sec): 3 clusters
  Score: Raw -865508.500194 + Penalty 2906.214823 = -862602.285372
  nChanged 2
		SP:Iteration 63Q (70689.830000 sec): 3 clusters
  Score: Raw -865508.864670 + Penalty 2906.214823 = -862602.649847
  nChanged 3
		SP:Iteration 64Q (70689.970000 sec): 3 clusters
  Score: Raw -865509.374947 + Penalty 2906.214823 = -862603.160124
  nChanged 4
		SP:Iteration 65Q (70690.100000 sec): 3 clusters
  Score: Raw -865510.371406 + Penalty 2906.214823 = -862604.156583
  nChanged 4
		SP:Iteration 66Q (70690.280000 sec): 3 clusters
  Score: Raw -865511.143492 + Penalty 2906.214823 = -862604.928669
  nChanged 8
		SP:Iteration 67Q (70690.430000 sec): 3 clusters
  Score: Raw -865512.659014 + Penalty 2906.214823 = -862606.444191
  nChanged 8
		SP:Iteration 68Q (70690.570000 sec): 3 clusters
  Score: Raw -865514.507520 + Penalty 2906.214823 = -862608.292697
  nChanged 9
		SP:Iteration 69Q (70690.690000 sec): 3 clusters
  Score: Raw -865516.591754 + Penalty 2906.214823 = -862610.376931
  nChanged 7
		SP:Iteration 70Q (70690.840000 sec): 3 clusters
  Score: Raw -865517.908915 + Penalty 2906.214823 = -862611.694092
  nChanged 7
		SP:Iteration 71Q (70691.030000 sec): 3 clusters
  Score: Raw -865519.178574 + Penalty 2906.214823 = -862612.963751
  nChanged 6
		SP:Iteration 72Q (70691.210000 sec): 3 clusters
  Score: Raw -865520.308805 + Penalty 2906.214823 = -862614.093982
  nChanged 3
		SP:Iteration 73Q (70691.390000 sec): 3 clusters
  Score: Raw -865520.986174 + Penalty 2906.214823 = -862614.771351
  nChanged 3
		SP:Iteration 74Q (70691.550000 sec): 3 clusters
  Score: Raw -865521.486849 + Penalty 2906.214823 = -862615.272026
  nChanged 2
		SP:Iteration 75Q (70691.710000 sec): 3 clusters
  Score: Raw -865521.828995 + Penalty 2906.214823 = -862615.614172
  nChanged 2
		SP:Iteration 76Q (70691.880000 sec): 3 clusters
  Score: Raw -865522.081018 + Penalty 2906.214823 = -862615.866196
  nChanged 1
		SP:Iteration 77Q (70692.040000 sec): 3 clusters
  Score: Raw -865522.239272 + Penalty 2906.214823 = -862616.024449
  nChanged 1
		SP:Iteration 78Q (70692.200000 sec): 3 clusters
  Score: Raw -865522.511331 + Penalty 2906.214823 = -862616.296508
  nChanged 2
		SP:Iteration 79Q (70692.360000 sec): 3 clusters
  Score: Raw -865522.767643 + Penalty 2906.214823 = -862616.552820
  nChanged 1
		SP:Iteration 80F (70692.530000 sec): 3 clusters
  Score: Raw -865522.900061 + Penalty 2906.214823 = -862616.685239
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70692.930000 sec): 2 clusters
  Score: Raw -5319217.746934 + Penalty 1750.714815 = -5317467.032120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70693.460000 sec): 3 clusters
  Score: Raw -5289068.533332 + Penalty 3501.429629 = -5285567.103702
  nChanged 22368
		SP:Iteration 1F (70694.000000 sec): 3 clusters
  Score: Raw -5301753.397463 + Penalty 3501.429629 = -5298251.967834
  nChanged 1854
		SP:Iteration 2Q (70694.520000 sec): 3 clusters
  Score: Raw -5302320.036810 + Penalty 3501.429629 = -5298818.607181
  nChanged 1919
		SP:Iteration 3Q (70695.020000 sec): 3 clusters
  Score: Raw -5302970.688416 + Penalty 3501.429629 = -5299469.258787
  nChanged 2075
		SP:Iteration 4Q (70695.550000 sec): 3 clusters
  Score: Raw -5303803.064859 + Penalty 3501.429629 = -5300301.635230
  nChanged 2356
		SP:Iteration 5Q (70696.130000 sec): 3 clusters
  Score: Raw -5304958.723934 + Penalty 3501.429629 = -5301457.294305
  nChanged 2678
		SP:Iteration 6F (70696.600000 sec): 3 clusters
  Score: Raw -5306537.212265 + Penalty 3501.429629 = -5303035.782636
  nChanged 2978
		SP:Iteration 7F (70697.090000 sec): 3 clusters
  Score: Raw -5308438.786198 + Penalty 3501.429629 = -5304937.356569
  nChanged 2879
		SP:Iteration 8F (70697.600000 sec): 3 clusters
  Score: Raw -5310389.434912 + Penalty 3501.429629 = -5306888.005283
  nChanged 2553
		SP:Iteration 9F (70698.050000 sec): 3 clusters
  Score: Raw -5312145.207919 + Penalty 3501.429629 = -5308643.778289
  nChanged 2104
		SP:Iteration 10Q (70698.530000 sec): 3 clusters
  Score: Raw -5313373.023884 + Penalty 3501.429629 = -5309871.594255
  nChanged 1541
		SP:Iteration 11Q (70699.030000 sec): 3 clusters
  Score: Raw -5314077.391631 + Penalty 3501.429629 = -5310575.962002
  nChanged 1092
		SP:Iteration 12Q (70699.520000 sec): 3 clusters
  Score: Raw -5314549.103726 + Penalty 3501.429629 = -5311047.674096
  nChanged 888
		SP:Iteration 13Q (70700.050000 sec): 3 clusters
  Score: Raw -5314932.992392 + Penalty 3501.429629 = -5311431.562762
  nChanged 841
		SP:Iteration 14Q (70700.550000 sec): 3 clusters
  Score: Raw -5315311.503413 + Penalty 3501.429629 = -5311810.073784
  nChanged 839
		SP:Iteration 15Q (70701.120000 sec): 3 clusters
  Score: Raw -5315699.346463 + Penalty 3501.429629 = -5312197.916834
  nChanged 817
		SP:Iteration 16Q (70701.660000 sec): 3 clusters
  Score: Raw -5316110.383222 + Penalty 3501.429629 = -5312608.953593
  nChanged 790
		SP:Iteration 17Q (70702.110000 sec): 3 clusters
  Score: Raw -5316502.077229 + Penalty 3501.429629 = -5313000.647599
  nChanged 786
		SP:Iteration 18Q (70702.600000 sec): 3 clusters
  Score: Raw -5316861.940116 + Penalty 3501.429629 = -5313360.510487
  nChanged 688
		SP:Iteration 19Q (70703.140000 sec): 3 clusters
  Score: Raw -5317150.759968 + Penalty 3501.429629 = -5313649.330339
  nChanged 607
		SP:Iteration 20F (70703.610000 sec): 3 clusters
  Score: Raw -5317368.280136 + Penalty 3501.429629 = -5313866.850506
  nChanged 534
		SP:Iteration 21Q (70704.130000 sec): 3 clusters
  Score: Raw -5317543.908965 + Penalty 3501.429629 = -5314042.479336
  nChanged 463
		SP:Iteration 22Q (70704.610000 sec): 3 clusters
  Score: Raw -5317688.832589 + Penalty 3501.429629 = -5314187.402960
  nChanged 414
		SP:Iteration 23Q (70705.150000 sec): 3 clusters
  Score: Raw -5317806.690669 + Penalty 3501.429629 = -5314305.261039
  nChanged 345
		SP:Iteration 24Q (70705.680000 sec): 3 clusters
  Score: Raw -5317898.335832 + Penalty 3501.429629 = -5314396.906202
  nChanged 338
		SP:Iteration 25Q (70706.160000 sec): 3 clusters
  Score: Raw -5317991.336037 + Penalty 3501.429629 = -5314489.906407
  nChanged 303
		SP:Iteration 26Q (70706.620000 sec): 3 clusters
  Score: Raw -5318067.844728 + Penalty 3501.429629 = -5314566.415099
  nChanged 290
		SP:Iteration 27Q (70707.150000 sec): 3 clusters
  Score: Raw -5318139.620286 + Penalty 3501.429629 = -5314638.190657
  nChanged 305
		SP:Iteration 28Q (70707.680000 sec): 3 clusters
  Score: Raw -5318214.635567 + Penalty 3501.429629 = -5314713.205938
  nChanged 284
		SP:Iteration 29Q (70708.210000 sec): 3 clusters
  Score: Raw -5318280.469446 + Penalty 3501.429629 = -5314779.039817
  nChanged 265
		SP:Iteration 30Q (70708.710000 sec): 3 clusters
  Score: Raw -5318341.703038 + Penalty 3501.429629 = -5314840.273409
  nChanged 274
		SP:Iteration 31Q (70709.190000 sec): 3 clusters
  Score: Raw -5318399.363355 + Penalty 3501.429629 = -5314897.933726
  nChanged 242
		SP:Iteration 32Q (70709.650000 sec): 3 clusters
  Score: Raw -5318452.416033 + Penalty 3501.429629 = -5314950.986404
  nChanged 227
		SP:Iteration 33Q (70710.110000 sec): 3 clusters
  Score: Raw -5318504.933693 + Penalty 3501.429629 = -5315003.504064
  nChanged 228
		SP:Iteration 34Q (70710.550000 sec): 3 clusters
  Score: Raw -5318555.910077 + Penalty 3501.429629 = -5315054.480448
  nChanged 221
		SP:Iteration 35Q (70711.030000 sec): 3 clusters
  Score: Raw -5318603.595170 + Penalty 3501.429629 = -5315102.165541
  nChanged 200
		SP:Iteration 36Q (70711.570000 sec): 3 clusters
  Score: Raw -5318643.459431 + Penalty 3501.429629 = -5315142.029801
  nChanged 189
		SP:Iteration 37Q (70712.030000 sec): 3 clusters
  Score: Raw -5318683.431420 + Penalty 3501.429629 = -5315182.001791
  nChanged 206
		SP:Iteration 38Q (70712.510000 sec): 3 clusters
  Score: Raw -5318730.279420 + Penalty 3501.429629 = -5315228.849790
  nChanged 217
		SP:Iteration 39Q (70713.050000 sec): 3 clusters
  Score: Raw -5318784.779648 + Penalty 3501.429629 = -5315283.350019
  nChanged 237
		SP:Iteration 40F (70713.590000 sec): 3 clusters
  Score: Raw -5318848.054511 + Penalty 3501.429629 = -5315346.624881
  nChanged 216
		SP:Iteration 41Q (70714.060000 sec): 3 clusters
  Score: Raw -5318909.949285 + Penalty 3501.429629 = -5315408.519655
  nChanged 229
		SP:Iteration 42Q (70714.530000 sec): 3 clusters
  Score: Raw -5318979.827809 + Penalty 3501.429629 = -5315478.398180
  nChanged 247
		SP:Iteration 43Q (70714.970000 sec): 3 clusters
  Score: Raw -5319062.378076 + Penalty 3501.429629 = -5315560.948446
  nChanged 237
		SP:Iteration 44Q (70715.460000 sec): 3 clusters
  Score: Raw -5319137.354803 + Penalty 3501.429629 = -5315635.925174
  nChanged 245
		SP:Iteration 45Q (70715.890000 sec): 3 clusters
  Score: Raw -5319218.533727 + Penalty 3501.429629 = -5315717.104097
  nChanged 212
		SP:Iteration 46Q (70716.380000 sec): 3 clusters
  Score: Raw -5319295.629043 + Penalty 3501.429629 = -5315794.199414
  nChanged 230
		SP:Iteration 47Q (70716.840000 sec): 3 clusters
  Score: Raw -5319396.383085 + Penalty 3501.429629 = -5315894.953456
  nChanged 239
		SP:Iteration 48Q (70717.380000 sec): 3 clusters
  Score: Raw -5319524.645567 + Penalty 3501.429629 = -5316023.215938
  nChanged 243
		SP:Iteration 49Q (70717.820000 sec): 3 clusters
  Score: Raw -5319682.114173 + Penalty 3501.429629 = -5316180.684544
  nChanged 269
		SP:Iteration 50Q (70718.250000 sec): 3 clusters
  Score: Raw -5319864.841398 + Penalty 3501.429629 = -5316363.411769
  nChanged 246
		SP:Iteration 51Q (70718.740000 sec): 3 clusters
  Score: Raw -5320036.394194 + Penalty 3501.429629 = -5316534.964565
  nChanged 230
		SP:Iteration 52Q (70719.170000 sec): 3 clusters
  Score: Raw -5320175.482487 + Penalty 3501.429629 = -5316674.052858
  nChanged 204
		SP:Iteration 53Q (70719.680000 sec): 3 clusters
  Score: Raw -5320274.379294 + Penalty 3501.429629 = -5316772.949665
  nChanged 148
		SP:Iteration 54Q (70720.120000 sec): 3 clusters
  Score: Raw -5320330.369629 + Penalty 3501.429629 = -5316828.940000
  nChanged 104
		SP:Iteration 55Q (70720.650000 sec): 3 clusters
  Score: Raw -5320359.671959 + Penalty 3501.429629 = -5316858.242330
  nChanged 84
		SP:Iteration 56Q (70721.150000 sec): 3 clusters
  Score: Raw -5320377.643570 + Penalty 3501.429629 = -5316876.213941
  nChanged 55
		SP:Iteration 57Q (70721.650000 sec): 3 clusters
  Score: Raw -5320388.687957 + Penalty 3501.429629 = -5316887.258328
  nChanged 50
		SP:Iteration 58Q (70722.110000 sec): 3 clusters
  Score: Raw -5320397.667920 + Penalty 3501.429629 = -5316896.238291
  nChanged 34
		SP:Iteration 59Q (70722.570000 sec): 3 clusters
  Score: Raw -5320403.233065 + Penalty 3501.429629 = -5316901.803436
  nChanged 38
		SP:Iteration 60F (70723.060000 sec): 3 clusters
  Score: Raw -5320409.187542 + Penalty 3501.429629 = -5316907.757913
  nChanged 20
		SP:Iteration 61Q (70723.560000 sec): 3 clusters
  Score: Raw -5320411.615178 + Penalty 3501.429629 = -5316910.185549
  nChanged 18
		SP:Iteration 62Q (70724.050000 sec): 3 clusters
  Score: Raw -5320414.757782 + Penalty 3501.429629 = -5316913.328152
  nChanged 22
		SP:Iteration 63Q (70724.510000 sec): 3 clusters
  Score: Raw -5320417.817885 + Penalty 3501.429629 = -5316916.388255
  nChanged 29
		SP:Iteration 64Q (70724.950000 sec): 3 clusters
  Score: Raw -5320421.926085 + Penalty 3501.429629 = -5316920.496456
  nChanged 16
		SP:Iteration 65Q (70725.470000 sec): 3 clusters
  Score: Raw -5320423.818690 + Penalty 3501.429629 = -5316922.389061
  nChanged 9
		SP:Iteration 66Q (70725.900000 sec): 3 clusters
  Score: Raw -5320424.955434 + Penalty 3501.429629 = -5316923.525805
  nChanged 5
		SP:Iteration 67Q (70726.340000 sec): 3 clusters
  Score: Raw -5320425.290971 + Penalty 3501.429629 = -5316923.861342
  nChanged 0
		SP:Iteration 68F (70726.900000 sec): 3 clusters
  Score: Raw -5320425.290971 + Penalty 3501.429629 = -5316923.861342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70727.080000 sec): 2 clusters
  Score: Raw -1359538.333657 + Penalty 1531.675219 = -1358006.658437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70727.340000 sec): 3 clusters
  Score: Raw -1352306.808401 + Penalty 3063.350439 = -1349243.457962
  nChanged 5444
		SP:Iteration 1F (70727.590000 sec): 3 clusters
  Score: Raw -1355151.545820 + Penalty 3063.350439 = -1352088.195382
  nChanged 653
		SP:Iteration 2F (70727.870000 sec): 3 clusters
  Score: Raw -1355387.643570 + Penalty 3063.350439 = -1352324.293131
  nChanged 563
		SP:Iteration 3Q (70728.130000 sec): 3 clusters
  Score: Raw -1355569.899111 + Penalty 3063.350439 = -1352506.548673
  nChanged 433
		SP:Iteration 4Q (70728.340000 sec): 3 clusters
  Score: Raw -1355700.591444 + Penalty 3063.350439 = -1352637.241005
  nChanged 382
		SP:Iteration 5Q (70728.590000 sec): 3 clusters
  Score: Raw -1355823.431111 + Penalty 3063.350439 = -1352760.080672
  nChanged 401
		SP:Iteration 6Q (70728.820000 sec): 3 clusters
  Score: Raw -1355970.000089 + Penalty 3063.350439 = -1352906.649650
  nChanged 419
		SP:Iteration 7Q (70729.070000 sec): 3 clusters
  Score: Raw -1356149.990073 + Penalty 3063.350439 = -1353086.639634
  nChanged 474
		SP:Iteration 8Q (70729.340000 sec): 3 clusters
  Score: Raw -1356380.746432 + Penalty 3063.350439 = -1353317.395993
  nChanged 538
		SP:Iteration 9Q (70729.590000 sec): 3 clusters
  Score: Raw -1356663.294313 + Penalty 3063.350439 = -1353599.943874
  nChanged 551
		SP:Iteration 10Q (70729.780000 sec): 3 clusters
  Score: Raw -1356956.056976 + Penalty 3063.350439 = -1353892.706537
  nChanged 597
		SP:Iteration 11Q (70730.050000 sec): 3 clusters
  Score: Raw -1357375.297879 + Penalty 3063.350439 = -1354311.947440
  nChanged 675
		SP:Iteration 12F (70730.310000 sec): 3 clusters
  Score: Raw -1357910.419364 + Penalty 3063.350439 = -1354847.068926
  nChanged 733
		SP:Iteration 13F (70730.510000 sec): 3 clusters
  Score: Raw -1358595.889906 + Penalty 3063.350439 = -1355532.539467
  nChanged 687
		SP:Iteration 14F (70730.730000 sec): 3 clusters
  Score: Raw -1359300.746655 + Penalty 3063.350439 = -1356237.396216
  nChanged 596
		SP:Iteration 15Q (70731.030000 sec): 3 clusters
  Score: Raw -1359871.907506 + Penalty 3063.350439 = -1356808.557067
  nChanged 455
		SP:Iteration 16Q (70731.210000 sec): 3 clusters
  Score: Raw -1360267.852104 + Penalty 3063.350439 = -1357204.501665
  nChanged 335
		SP:Iteration 17Q (70731.450000 sec): 3 clusters
  Score: Raw -1360539.856611 + Penalty 3063.350439 = -1357476.506172
  nChanged 219
		SP:Iteration 18Q (70731.710000 sec): 3 clusters
  Score: Raw -1360675.537039 + Penalty 3063.350439 = -1357612.186600
  nChanged 155
		SP:Iteration 19Q (70731.940000 sec): 3 clusters
  Score: Raw -1360753.652381 + Penalty 3063.350439 = -1357690.301943
  nChanged 115
		SP:Iteration 20F (70732.190000 sec): 3 clusters
  Score: Raw -1360801.901391 + Penalty 3063.350439 = -1357738.550953
  nChanged 84
		SP:Iteration 21Q (70732.410000 sec): 3 clusters
  Score: Raw -1360830.579727 + Penalty 3063.350439 = -1357767.229289
  nChanged 63
		SP:Iteration 22Q (70732.650000 sec): 3 clusters
  Score: Raw -1360843.176389 + Penalty 3063.350439 = -1357779.825951
  nChanged 39
		SP:Iteration 23Q (70732.860000 sec): 3 clusters
  Score: Raw -1360850.893268 + Penalty 3063.350439 = -1357787.542829
  nChanged 26
		SP:Iteration 24Q (70733.080000 sec): 3 clusters
  Score: Raw -1360855.076377 + Penalty 3063.350439 = -1357791.725939
  nChanged 23
		SP:Iteration 25Q (70733.350000 sec): 3 clusters
  Score: Raw -1360857.932677 + Penalty 3063.350439 = -1357794.582238
  nChanged 13
		SP:Iteration 26Q (70733.580000 sec): 3 clusters
  Score: Raw -1360859.129913 + Penalty 3063.350439 = -1357795.779474
  nChanged 4
		SP:Iteration 27Q (70733.750000 sec): 3 clusters
  Score: Raw -1360859.695628 + Penalty 3063.350439 = -1357796.345189
  nChanged 3
		SP:Iteration 28Q (70733.970000 sec): 3 clusters
  Score: Raw -1360860.098762 + Penalty 3063.350439 = -1357796.748323
  nChanged 4
		SP:Iteration 29Q (70734.190000 sec): 3 clusters
  Score: Raw -1360860.475420 + Penalty 3063.350439 = -1357797.124982
  nChanged 4
		SP:Iteration 30Q (70734.470000 sec): 3 clusters
  Score: Raw -1360860.916836 + Penalty 3063.350439 = -1357797.566398
  nChanged 4
		SP:Iteration 31Q (70734.690000 sec): 3 clusters
  Score: Raw -1360861.426072 + Penalty 3063.350439 = -1357798.075634
  nChanged 4
		SP:Iteration 32Q (70734.940000 sec): 3 clusters
  Score: Raw -1360861.822748 + Penalty 3063.350439 = -1357798.472310
  nChanged 4
		SP:Iteration 33Q (70735.120000 sec): 3 clusters
  Score: Raw -1360862.102913 + Penalty 3063.350439 = -1357798.752474
  nChanged 2
		SP:Iteration 34Q (70735.370000 sec): 3 clusters
  Score: Raw -1360862.387304 + Penalty 3063.350439 = -1357799.036865
  nChanged 2
		SP:Iteration 35Q (70735.550000 sec): 3 clusters
  Score: Raw -1360862.738818 + Penalty 3063.350439 = -1357799.388379
  nChanged 1
		SP:Iteration 36Q (70735.810000 sec): 3 clusters
  Score: Raw -1360862.835499 + Penalty 3063.350439 = -1357799.485060
  nChanged 2
		SP:Iteration 37Q (70736.110000 sec): 3 clusters
  Score: Raw -1360863.213422 + Penalty 3063.350439 = -1357799.862984
  nChanged 3
		SP:Iteration 38Q (70736.330000 sec): 3 clusters
  Score: Raw -1360863.354826 + Penalty 3063.350439 = -1357800.004387
  nChanged 1
		SP:Iteration 39Q (70736.590000 sec): 3 clusters
  Score: Raw -1360863.431924 + Penalty 3063.350439 = -1357800.081485
  nChanged 1
		SP:Iteration 40F (70736.840000 sec): 3 clusters
  Score: Raw -1360863.537211 + Penalty 3063.350439 = -1357800.186772
  nChanged 1
		SP:Iteration 41Q (70737.130000 sec): 3 clusters
  Score: Raw -1360863.564702 + Penalty 3063.350439 = -1357800.214263
  nChanged 0
		SP:Iteration 42F (70737.350000 sec): 3 clusters
  Score: Raw -1360863.564702 + Penalty 3063.350439 = -1357800.214263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70737.430000 sec): 2 clusters
  Score: Raw -557762.294674 + Penalty 1391.134425 = -556371.160250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70737.660000 sec): 3 clusters
  Score: Raw -555033.799684 + Penalty 2782.268849 = -552251.530835
  nChanged 2114
		SP:Iteration 1F (70737.790000 sec): 3 clusters
  Score: Raw -556149.720479 + Penalty 2782.268849 = -553367.451630
  nChanged 338
		SP:Iteration 2F (70737.970000 sec): 3 clusters
  Score: Raw -556308.554203 + Penalty 2782.268849 = -553526.285353
  nChanged 248
		SP:Iteration 3Q (70738.160000 sec): 3 clusters
  Score: Raw -556423.916900 + Penalty 2782.268849 = -553641.648051
  nChanged 220
		SP:Iteration 4Q (70738.340000 sec): 3 clusters
  Score: Raw -556532.700022 + Penalty 2782.268849 = -553750.431172
  nChanged 228
		SP:Iteration 5Q (70738.510000 sec): 3 clusters
  Score: Raw -556669.356841 + Penalty 2782.268849 = -553887.087992
  nChanged 246
		SP:Iteration 6Q (70738.670000 sec): 3 clusters
  Score: Raw -556840.686763 + Penalty 2782.268849 = -554058.417914
  nChanged 289
		SP:Iteration 7F (70738.800000 sec): 3 clusters
  Score: Raw -557069.597203 + Penalty 2782.268849 = -554287.328354
  nChanged 304
		SP:Iteration 8F (70738.940000 sec): 3 clusters
  Score: Raw -557323.239318 + Penalty 2782.268849 = -554540.970469
  nChanged 258
		SP:Iteration 9Q (70739.080000 sec): 3 clusters
  Score: Raw -557536.106098 + Penalty 2782.268849 = -554753.837249
  nChanged 236
		SP:Iteration 10Q (70739.240000 sec): 3 clusters
  Score: Raw -557704.482751 + Penalty 2782.268849 = -554922.213902
  nChanged 203
		SP:Iteration 11Q (70739.380000 sec): 3 clusters
  Score: Raw -557856.107351 + Penalty 2782.268849 = -555073.838502
  nChanged 170
		SP:Iteration 12Q (70739.540000 sec): 3 clusters
  Score: Raw -557972.065865 + Penalty 2782.268849 = -555189.797016
  nChanged 132
		SP:Iteration 13Q (70739.720000 sec): 3 clusters
  Score: Raw -558048.649120 + Penalty 2782.268849 = -555266.380271
  nChanged 100
		SP:Iteration 14Q (70739.930000 sec): 3 clusters
  Score: Raw -558097.621084 + Penalty 2782.268849 = -555315.352235
  nChanged 85
		SP:Iteration 15Q (70740.150000 sec): 3 clusters
  Score: Raw -558137.098140 + Penalty 2782.268849 = -555354.829290
  nChanged 64
		SP:Iteration 16Q (70740.290000 sec): 3 clusters
  Score: Raw -558163.005958 + Penalty 2782.268849 = -555380.737109
  nChanged 58
		SP:Iteration 17Q (70740.470000 sec): 3 clusters
  Score: Raw -558185.718954 + Penalty 2782.268849 = -555403.450105
  nChanged 44
		SP:Iteration 18Q (70740.650000 sec): 3 clusters
  Score: Raw -558198.632570 + Penalty 2782.268849 = -555416.363721
  nChanged 40
		SP:Iteration 19Q (70740.890000 sec): 3 clusters
  Score: Raw -558213.157985 + Penalty 2782.268849 = -555430.889136
  nChanged 27
		SP:Iteration 20F (70741.040000 sec): 3 clusters
  Score: Raw -558222.174500 + Penalty 2782.268849 = -555439.905650
  nChanged 29
		SP:Iteration 21Q (70741.210000 sec): 3 clusters
  Score: Raw -558231.048155 + Penalty 2782.268849 = -555448.779306
  nChanged 24
		SP:Iteration 22Q (70741.340000 sec): 3 clusters
  Score: Raw -558237.740452 + Penalty 2782.268849 = -555455.471603
  nChanged 21
		SP:Iteration 23Q (70741.490000 sec): 3 clusters
  Score: Raw -558243.035218 + Penalty 2782.268849 = -555460.766369
  nChanged 19
		SP:Iteration 24Q (70741.630000 sec): 3 clusters
  Score: Raw -558247.408590 + Penalty 2782.268849 = -555465.139741
  nChanged 19
		SP:Iteration 25Q (70741.790000 sec): 3 clusters
  Score: Raw -558251.636249 + Penalty 2782.268849 = -555469.367400
  nChanged 17
		SP:Iteration 26Q (70741.930000 sec): 3 clusters
  Score: Raw -558255.015502 + Penalty 2782.268849 = -555472.746653
  nChanged 15
		SP:Iteration 27Q (70742.110000 sec): 3 clusters
  Score: Raw -558258.324684 + Penalty 2782.268849 = -555476.055834
  nChanged 10
		SP:Iteration 28Q (70742.250000 sec): 3 clusters
  Score: Raw -558260.423293 + Penalty 2782.268849 = -555478.154444
  nChanged 12
		SP:Iteration 29Q (70742.420000 sec): 3 clusters
  Score: Raw -558262.724637 + Penalty 2782.268849 = -555480.455788
  nChanged 10
		SP:Iteration 30Q (70742.560000 sec): 3 clusters
  Score: Raw -558264.671841 + Penalty 2782.268849 = -555482.402991
  nChanged 10
		SP:Iteration 31Q (70742.690000 sec): 3 clusters
  Score: Raw -558266.151368 + Penalty 2782.268849 = -555483.882519
  nChanged 13
		SP:Iteration 32Q (70742.860000 sec): 3 clusters
  Score: Raw -558268.088881 + Penalty 2782.268849 = -555485.820031
  nChanged 7
		SP:Iteration 33Q (70743.080000 sec): 3 clusters
  Score: Raw -558269.506998 + Penalty 2782.268849 = -555487.238149
  nChanged 8
		SP:Iteration 34Q (70743.210000 sec): 3 clusters
  Score: Raw -558271.282581 + Penalty 2782.268849 = -555489.013731
  nChanged 13
		SP:Iteration 35Q (70743.450000 sec): 3 clusters
  Score: Raw -558273.788994 + Penalty 2782.268849 = -555491.520145
  nChanged 10
		SP:Iteration 36Q (70743.630000 sec): 3 clusters
  Score: Raw -558275.376378 + Penalty 2782.268849 = -555493.107529
  nChanged 10
		SP:Iteration 37Q (70743.830000 sec): 3 clusters
  Score: Raw -558276.660084 + Penalty 2782.268849 = -555494.391235
  nChanged 6
		SP:Iteration 38Q (70743.970000 sec): 3 clusters
  Score: Raw -558277.500055 + Penalty 2782.268849 = -555495.231206
  nChanged 5
		SP:Iteration 39Q (70744.160000 sec): 3 clusters
  Score: Raw -558278.279306 + Penalty 2782.268849 = -555496.010457
  nChanged 8
		SP:Iteration 40F (70744.330000 sec): 3 clusters
  Score: Raw -558279.486063 + Penalty 2782.268849 = -555497.217213
  nChanged 5
		SP:Iteration 41Q (70744.510000 sec): 3 clusters
  Score: Raw -558280.075248 + Penalty 2782.268849 = -555497.806399
  nChanged 3
		SP:Iteration 42Q (70744.680000 sec): 3 clusters
  Score: Raw -558280.568219 + Penalty 2782.268849 = -555498.299369
  nChanged 4
		SP:Iteration 43Q (70744.810000 sec): 3 clusters
  Score: Raw -558281.149017 + Penalty 2782.268849 = -555498.880168
  nChanged 3
		SP:Iteration 44Q (70744.980000 sec): 3 clusters
  Score: Raw -558281.556150 + Penalty 2782.268849 = -555499.287300
  nChanged 0
		SP:Iteration 45F (70745.150000 sec): 3 clusters
  Score: Raw -558281.556150 + Penalty 2782.268849 = -555499.287300
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70745.240000 sec): 2 clusters
  Score: Raw -317565.703032 + Penalty 1302.168267 = -316263.534765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70745.460000 sec): 3 clusters
  Score: Raw -316129.861449 + Penalty 2604.336534 = -313525.524915
  nChanged 1149
		SP:Iteration 1F (70745.650000 sec): 3 clusters
  Score: Raw -316800.386599 + Penalty 2604.336534 = -314196.050066
  nChanged 249
		SP:Iteration 2F (70745.810000 sec): 3 clusters
  Score: Raw -316970.761387 + Penalty 2604.336534 = -314366.424853
  nChanged 165
		SP:Iteration 3F (70745.940000 sec): 3 clusters
  Score: Raw -317087.774787 + Penalty 2604.336534 = -314483.438253
  nChanged 125
		SP:Iteration 4Q (70746.070000 sec): 3 clusters
  Score: Raw -317184.906055 + Penalty 2604.336534 = -314580.569521
  nChanged 126
		SP:Iteration 5Q (70746.210000 sec): 3 clusters
  Score: Raw -317286.855543 + Penalty 2604.336534 = -314682.519009
  nChanged 112
		SP:Iteration 6Q (70746.350000 sec): 3 clusters
  Score: Raw -317380.604637 + Penalty 2604.336534 = -314776.268103
  nChanged 98
		SP:Iteration 7Q (70746.490000 sec): 3 clusters
  Score: Raw -317443.748574 + Penalty 2604.336534 = -314839.412040
  nChanged 99
		SP:Iteration 8Q (70746.640000 sec): 3 clusters
  Score: Raw -317497.525651 + Penalty 2604.336534 = -314893.189117
  nChanged 66
		SP:Iteration 9Q (70746.780000 sec): 3 clusters
  Score: Raw -317536.489728 + Penalty 2604.336534 = -314932.153195
  nChanged 76
		SP:Iteration 10Q (70746.920000 sec): 3 clusters
  Score: Raw -317578.396597 + Penalty 2604.336534 = -314974.060063
  nChanged 60
		SP:Iteration 11Q (70747.060000 sec): 3 clusters
  Score: Raw -317609.470777 + Penalty 2604.336534 = -315005.134243
  nChanged 55
		SP:Iteration 12Q (70747.210000 sec): 3 clusters
  Score: Raw -317637.524445 + Penalty 2604.336534 = -315033.187911
  nChanged 45
		SP:Iteration 13Q (70747.350000 sec): 3 clusters
  Score: Raw -317657.922185 + Penalty 2604.336534 = -315053.585651
  nChanged 38
		SP:Iteration 14Q (70747.500000 sec): 3 clusters
  Score: Raw -317674.100189 + Penalty 2604.336534 = -315069.763656
  nChanged 34
		SP:Iteration 15Q (70747.640000 sec): 3 clusters
  Score: Raw -317692.389835 + Penalty 2604.336534 = -315088.053301
  nChanged 45
		SP:Iteration 16Q (70747.780000 sec): 3 clusters
  Score: Raw -317711.401468 + Penalty 2604.336534 = -315107.064934
  nChanged 36
		SP:Iteration 17Q (70747.930000 sec): 3 clusters
  Score: Raw -317732.165848 + Penalty 2604.336534 = -315127.829314
  nChanged 48
		SP:Iteration 18Q (70748.080000 sec): 3 clusters
  Score: Raw -317755.013438 + Penalty 2604.336534 = -315150.676904
  nChanged 32
		SP:Iteration 19Q (70748.220000 sec): 3 clusters
  Score: Raw -317768.598776 + Penalty 2604.336534 = -315164.262242
  nChanged 21
		SP:Iteration 20F (70748.360000 sec): 3 clusters
  Score: Raw -317777.692877 + Penalty 2604.336534 = -315173.356343
  nChanged 18
		SP:Iteration 21Q (70748.530000 sec): 3 clusters
  Score: Raw -317786.783354 + Penalty 2604.336534 = -315182.446820
  nChanged 24
		SP:Iteration 22Q (70748.690000 sec): 3 clusters
  Score: Raw -317794.053921 + Penalty 2604.336534 = -315189.717387
  nChanged 13
		SP:Iteration 23Q (70748.840000 sec): 3 clusters
  Score: Raw -317798.867778 + Penalty 2604.336534 = -315194.531245
  nChanged 12
		SP:Iteration 24Q (70748.970000 sec): 3 clusters
  Score: Raw -317804.774230 + Penalty 2604.336534 = -315200.437696
  nChanged 15
		SP:Iteration 25Q (70749.100000 sec): 3 clusters
  Score: Raw -317809.044406 + Penalty 2604.336534 = -315204.707872
  nChanged 10
		SP:Iteration 26Q (70749.270000 sec): 3 clusters
  Score: Raw -317812.417797 + Penalty 2604.336534 = -315208.081263
  nChanged 10
		SP:Iteration 27Q (70749.430000 sec): 3 clusters
  Score: Raw -317814.700084 + Penalty 2604.336534 = -315210.363550
  nChanged 7
		SP:Iteration 28Q (70749.580000 sec): 3 clusters
  Score: Raw -317817.152709 + Penalty 2604.336534 = -315212.816175
  nChanged 5
		SP:Iteration 29Q (70749.720000 sec): 3 clusters
  Score: Raw -317818.442999 + Penalty 2604.336534 = -315214.106465
  nChanged 2
		SP:Iteration 30Q (70749.870000 sec): 3 clusters
  Score: Raw -317819.422947 + Penalty 2604.336534 = -315215.086413
  nChanged 5
		SP:Iteration 31Q (70750.010000 sec): 3 clusters
  Score: Raw -317821.022302 + Penalty 2604.336534 = -315216.685768
  nChanged 5
		SP:Iteration 32Q (70750.160000 sec): 3 clusters
  Score: Raw -317822.969884 + Penalty 2604.336534 = -315218.633350
  nChanged 6
		SP:Iteration 33Q (70750.300000 sec): 3 clusters
  Score: Raw -317824.989804 + Penalty 2604.336534 = -315220.653270
  nChanged 13
		SP:Iteration 34Q (70750.450000 sec): 3 clusters
  Score: Raw -317829.307017 + Penalty 2604.336534 = -315224.970483
  nChanged 12
		SP:Iteration 35Q (70750.590000 sec): 3 clusters
  Score: Raw -317833.416144 + Penalty 2604.336534 = -315229.079610
  nChanged 12
		SP:Iteration 36Q (70750.740000 sec): 3 clusters
  Score: Raw -317836.832413 + Penalty 2604.336534 = -315232.495879
  nChanged 4
		SP:Iteration 37Q (70750.890000 sec): 3 clusters
  Score: Raw -317837.960142 + Penalty 2604.336534 = -315233.623608
  nChanged 5
		SP:Iteration 38Q (70751.040000 sec): 3 clusters
  Score: Raw -317839.614664 + Penalty 2604.336534 = -315235.278130
  nChanged 6
		SP:Iteration 39Q (70751.210000 sec): 3 clusters
  Score: Raw -317841.907151 + Penalty 2604.336534 = -315237.570617
  nChanged 8
		SP:Iteration 40F (70751.360000 sec): 3 clusters
  Score: Raw -317844.700251 + Penalty 2604.336534 = -315240.363717
  nChanged 7
		SP:Iteration 41Q (70751.500000 sec): 3 clusters
  Score: Raw -317846.788760 + Penalty 2604.336534 = -315242.452226
  nChanged 11
		SP:Iteration 42Q (70751.640000 sec): 3 clusters
  Score: Raw -317851.379284 + Penalty 2604.336534 = -315247.042750
  nChanged 16
		SP:Iteration 43Q (70751.780000 sec): 3 clusters
  Score: Raw -317859.824089 + Penalty 2604.336534 = -315255.487555
  nChanged 21
		SP:Iteration 44Q (70751.920000 sec): 3 clusters
  Score: Raw -317867.232104 + Penalty 2604.336534 = -315262.895571
  nChanged 17
		SP:Iteration 45Q (70752.060000 sec): 3 clusters
  Score: Raw -317875.536826 + Penalty 2604.336534 = -315271.200292
  nChanged 20
		SP:Iteration 46Q (70752.210000 sec): 3 clusters
  Score: Raw -317882.607016 + Penalty 2604.336534 = -315278.270482
  nChanged 22
		SP:Iteration 47Q (70752.350000 sec): 3 clusters
  Score: Raw -317891.091509 + Penalty 2604.336534 = -315286.754975
  nChanged 12
		SP:Iteration 48Q (70752.490000 sec): 3 clusters
  Score: Raw -317896.433993 + Penalty 2604.336534 = -315292.097459
  nChanged 16
		SP:Iteration 49Q (70752.630000 sec): 3 clusters
  Score: Raw -317900.200253 + Penalty 2604.336534 = -315295.863719
  nChanged 7
		SP:Iteration 50Q (70752.760000 sec): 3 clusters
  Score: Raw -317901.905395 + Penalty 2604.336534 = -315297.568861
  nChanged 4
		SP:Iteration 51Q (70752.890000 sec): 3 clusters
  Score: Raw -317903.487365 + Penalty 2604.336534 = -315299.150831
  nChanged 5
		SP:Iteration 52Q (70753.020000 sec): 3 clusters
  Score: Raw -317905.537160 + Penalty 2604.336534 = -315301.200626
  nChanged 3
		SP:Iteration 53Q (70753.150000 sec): 3 clusters
  Score: Raw -317906.542803 + Penalty 2604.336534 = -315302.206269
  nChanged 5
		SP:Iteration 54Q (70753.270000 sec): 3 clusters
  Score: Raw -317909.079455 + Penalty 2604.336534 = -315304.742921
  nChanged 6
		SP:Iteration 55Q (70753.400000 sec): 3 clusters
  Score: Raw -317911.344823 + Penalty 2604.336534 = -315307.008289
  nChanged 7
		SP:Iteration 56Q (70753.520000 sec): 3 clusters
  Score: Raw -317913.321922 + Penalty 2604.336534 = -315308.985388
  nChanged 5
		SP:Iteration 57Q (70753.650000 sec): 3 clusters
  Score: Raw -317915.407236 + Penalty 2604.336534 = -315311.070702
  nChanged 4
		SP:Iteration 58Q (70753.770000 sec): 3 clusters
  Score: Raw -317916.958094 + Penalty 2604.336534 = -315312.621560
  nChanged 7
		SP:Iteration 59Q (70753.900000 sec): 3 clusters
  Score: Raw -317919.874865 + Penalty 2604.336534 = -315315.538331
  nChanged 7
		SP:Iteration 60F (70754.030000 sec): 3 clusters
  Score: Raw -317922.355294 + Penalty 2604.336534 = -315318.018760
  nChanged 12
		SP:Iteration 61Q (70754.170000 sec): 3 clusters
  Score: Raw -317926.619814 + Penalty 2604.336534 = -315322.283280
  nChanged 10
		SP:Iteration 62Q (70754.320000 sec): 3 clusters
  Score: Raw -317930.411729 + Penalty 2604.336534 = -315326.075195
  nChanged 14
		SP:Iteration 63Q (70754.450000 sec): 3 clusters
  Score: Raw -317934.845059 + Penalty 2604.336534 = -315330.508525
  nChanged 7
		SP:Iteration 64Q (70754.590000 sec): 3 clusters
  Score: Raw -317937.318831 + Penalty 2604.336534 = -315332.982297
  nChanged 6
		SP:Iteration 65Q (70754.730000 sec): 3 clusters
  Score: Raw -317938.636839 + Penalty 2604.336534 = -315334.300305
  nChanged 3
		SP:Iteration 66Q (70754.870000 sec): 3 clusters
  Score: Raw -317939.453351 + Penalty 2604.336534 = -315335.116817
  nChanged 2
		SP:Iteration 67Q (70755.020000 sec): 3 clusters
  Score: Raw -317940.317907 + Penalty 2604.336534 = -315335.981373
  nChanged 5
		SP:Iteration 68Q (70755.170000 sec): 3 clusters
  Score: Raw -317943.327225 + Penalty 2604.336534 = -315338.990691
  nChanged 10
		SP:Iteration 69Q (70755.320000 sec): 3 clusters
  Score: Raw -317946.431712 + Penalty 2604.336534 = -315342.095178
  nChanged 2
		SP:Iteration 70Q (70755.480000 sec): 3 clusters
  Score: Raw -317946.850624 + Penalty 2604.336534 = -315342.514090
  nChanged 0
		SP:Iteration 71F (70755.620000 sec): 3 clusters
  Score: Raw -317946.850624 + Penalty 2604.336534 = -315342.514090
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70755.700000 sec): 2 clusters
  Score: Raw -318772.109212 + Penalty 1306.048255 = -317466.060957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70755.860000 sec): 3 clusters
  Score: Raw -317313.249694 + Penalty 2612.096510 = -314701.153184
  nChanged 1174
		SP:Iteration 1F (70756.020000 sec): 3 clusters
  Score: Raw -318065.108927 + Penalty 2612.096510 = -315453.012417
  nChanged 237
		SP:Iteration 2F (70756.180000 sec): 3 clusters
  Score: Raw -318236.486522 + Penalty 2612.096510 = -315624.390012
  nChanged 171
		SP:Iteration 3F (70756.340000 sec): 3 clusters
  Score: Raw -318374.639666 + Penalty 2612.096510 = -315762.543156
  nChanged 141
		SP:Iteration 4Q (70756.510000 sec): 3 clusters
  Score: Raw -318499.503749 + Penalty 2612.096510 = -315887.407239
  nChanged 135
		SP:Iteration 5Q (70756.640000 sec): 3 clusters
  Score: Raw -318604.789000 + Penalty 2612.096510 = -315992.692490
  nChanged 110
		SP:Iteration 6Q (70756.780000 sec): 3 clusters
  Score: Raw -318673.709154 + Penalty 2612.096510 = -316061.612643
  nChanged 72
		SP:Iteration 7Q (70756.920000 sec): 3 clusters
  Score: Raw -318711.891223 + Penalty 2612.096510 = -316099.794713
  nChanged 58
		SP:Iteration 8Q (70757.060000 sec): 3 clusters
  Score: Raw -318745.975252 + Penalty 2612.096510 = -316133.878742
  nChanged 51
		SP:Iteration 9Q (70757.200000 sec): 3 clusters
  Score: Raw -318781.853642 + Penalty 2612.096510 = -316169.757131
  nChanged 66
		SP:Iteration 10Q (70757.340000 sec): 3 clusters
  Score: Raw -318825.376381 + Penalty 2612.096510 = -316213.279871
  nChanged 73
		SP:Iteration 11Q (70757.480000 sec): 3 clusters
  Score: Raw -318878.068960 + Penalty 2612.096510 = -316265.972450
  nChanged 64
		SP:Iteration 12Q (70757.620000 sec): 3 clusters
  Score: Raw -318928.448980 + Penalty 2612.096510 = -316316.352470
  nChanged 54
		SP:Iteration 13Q (70757.760000 sec): 3 clusters
  Score: Raw -318974.444310 + Penalty 2612.096510 = -316362.347800
  nChanged 53
		SP:Iteration 14Q (70757.900000 sec): 3 clusters
  Score: Raw -319015.083577 + Penalty 2612.096510 = -316402.987067
  nChanged 44
		SP:Iteration 15Q (70758.040000 sec): 3 clusters
  Score: Raw -319052.263334 + Penalty 2612.096510 = -316440.166824
  nChanged 53
		SP:Iteration 16Q (70758.180000 sec): 3 clusters
  Score: Raw -319104.832373 + Penalty 2612.096510 = -316492.735863
  nChanged 55
		SP:Iteration 17Q (70758.320000 sec): 3 clusters
  Score: Raw -319180.047575 + Penalty 2612.096510 = -316567.951065
  nChanged 55
		SP:Iteration 18Q (70758.460000 sec): 3 clusters
  Score: Raw -319244.536526 + Penalty 2612.096510 = -316632.440016
  nChanged 57
		SP:Iteration 19Q (70758.600000 sec): 3 clusters
  Score: Raw -319309.729841 + Penalty 2612.096510 = -316697.633331
  nChanged 48
		SP:Iteration 20F (70758.740000 sec): 3 clusters
  Score: Raw -319365.740655 + Penalty 2612.096510 = -316753.644145
  nChanged 43
		SP:Iteration 21Q (70758.880000 sec): 3 clusters
  Score: Raw -319414.705521 + Penalty 2612.096510 = -316802.609011
  nChanged 38
		SP:Iteration 22Q (70759.020000 sec): 3 clusters
  Score: Raw -319455.905179 + Penalty 2612.096510 = -316843.808669
  nChanged 43
		SP:Iteration 23Q (70759.160000 sec): 3 clusters
  Score: Raw -319515.775176 + Penalty 2612.096510 = -316903.678666
  nChanged 40
		SP:Iteration 24Q (70759.300000 sec): 3 clusters
  Score: Raw -319569.181692 + Penalty 2612.096510 = -316957.085182
  nChanged 39
		SP:Iteration 25Q (70759.450000 sec): 3 clusters
  Score: Raw -319634.736551 + Penalty 2612.096510 = -317022.640041
  nChanged 47
		SP:Iteration 26Q (70759.590000 sec): 3 clusters
  Score: Raw -319717.779486 + Penalty 2612.096510 = -317105.682976
  nChanged 47
		SP:Iteration 27Q (70759.730000 sec): 3 clusters
  Score: Raw -319797.919670 + Penalty 2612.096510 = -317185.823160
  nChanged 34
		SP:Iteration 28Q (70759.870000 sec): 3 clusters
  Score: Raw -319857.940945 + Penalty 2612.096510 = -317245.844435
  nChanged 19
		SP:Iteration 29Q (70760.010000 sec): 3 clusters
  Score: Raw -319883.015945 + Penalty 2612.096510 = -317270.919435
  nChanged 8
		SP:Iteration 30Q (70760.150000 sec): 3 clusters
  Score: Raw -319893.545700 + Penalty 2612.096510 = -317281.449190
  nChanged 12
		SP:Iteration 31Q (70760.290000 sec): 3 clusters
  Score: Raw -319910.681101 + Penalty 2612.096510 = -317298.584591
  nChanged 8
		SP:Iteration 32Q (70760.430000 sec): 3 clusters
  Score: Raw -319920.510949 + Penalty 2612.096510 = -317308.414439
  nChanged 3
		SP:Iteration 33Q (70760.580000 sec): 3 clusters
  Score: Raw -319922.793103 + Penalty 2612.096510 = -317310.696592
  nChanged 2
		SP:Iteration 34Q (70760.720000 sec): 3 clusters
  Score: Raw -319924.700157 + Penalty 2612.096510 = -317312.603647
  nChanged 1
		SP:Iteration 35Q (70760.870000 sec): 3 clusters
  Score: Raw -319925.142536 + Penalty 2612.096510 = -317313.046026
  nChanged 1
		SP:Iteration 36Q (70761.010000 sec): 3 clusters
  Score: Raw -319925.787442 + Penalty 2612.096510 = -317313.690932
  nChanged 0
		SP:Iteration 37F (70761.160000 sec): 3 clusters
  Score: Raw -319940.910205 + Penalty 2612.096510 = -317328.813694
  nChanged 5
		SP:Iteration 38Q (70761.300000 sec): 3 clusters
  Score: Raw -319947.250136 + Penalty 2612.096510 = -317335.153626
  nChanged 4
		SP:Iteration 39Q (70761.440000 sec): 3 clusters
  Score: Raw -319950.092577 + Penalty 2612.096510 = -317337.996067
  nChanged 1
		SP:Iteration 40F (70761.580000 sec): 3 clusters
  Score: Raw -319951.556642 + Penalty 2612.096510 = -317339.460132
  nChanged 1
		SP:Iteration 41Q (70761.720000 sec): 3 clusters
  Score: Raw -319951.887177 + Penalty 2612.096510 = -317339.790667
  nChanged 0
		SP:Iteration 42F (70761.860000 sec): 3 clusters
  Score: Raw -319951.887177 + Penalty 2612.096510 = -317339.790667
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70761.950000 sec): 2 clusters
  Score: Raw -465782.023912 + Penalty 1364.228372 = -464417.795540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70762.100000 sec): 3 clusters
  Score: Raw -463533.435230 + Penalty 2728.456744 = -460804.978486
  nChanged 1748
		SP:Iteration 1F (70762.250000 sec): 3 clusters
  Score: Raw -464491.536879 + Penalty 2728.456744 = -461763.080135
  nChanged 345
		SP:Iteration 2F (70762.440000 sec): 3 clusters
  Score: Raw -464687.407795 + Penalty 2728.456744 = -461958.951051
  nChanged 240
		SP:Iteration 3F (70762.650000 sec): 3 clusters
  Score: Raw -464840.504687 + Penalty 2728.456744 = -462112.047943
  nChanged 206
		SP:Iteration 4Q (70762.790000 sec): 3 clusters
  Score: Raw -464986.565383 + Penalty 2728.456744 = -462258.108639
  nChanged 211
		SP:Iteration 5Q (70762.960000 sec): 3 clusters
  Score: Raw -465113.735225 + Penalty 2728.456744 = -462385.278480
  nChanged 176
		SP:Iteration 6Q (70763.160000 sec): 3 clusters
  Score: Raw -465218.617304 + Penalty 2728.456744 = -462490.160560
  nChanged 147
		SP:Iteration 7Q (70763.360000 sec): 3 clusters
  Score: Raw -465296.899119 + Penalty 2728.456744 = -462568.442375
  nChanged 113
		SP:Iteration 8Q (70763.520000 sec): 3 clusters
  Score: Raw -465343.497967 + Penalty 2728.456744 = -462615.041223
  nChanged 91
		SP:Iteration 9Q (70763.660000 sec): 3 clusters
  Score: Raw -465379.114971 + Penalty 2728.456744 = -462650.658227
  nChanged 84
		SP:Iteration 10Q (70763.800000 sec): 3 clusters
  Score: Raw -465417.697421 + Penalty 2728.456744 = -462689.240676
  nChanged 84
		SP:Iteration 11Q (70763.940000 sec): 3 clusters
  Score: Raw -465453.924225 + Penalty 2728.456744 = -462725.467481
  nChanged 90
		SP:Iteration 12Q (70764.080000 sec): 3 clusters
  Score: Raw -465492.301282 + Penalty 2728.456744 = -462763.844538
  nChanged 87
		SP:Iteration 13Q (70764.220000 sec): 3 clusters
  Score: Raw -465534.858847 + Penalty 2728.456744 = -462806.402103
  nChanged 84
		SP:Iteration 14Q (70764.360000 sec): 3 clusters
  Score: Raw -465576.707387 + Penalty 2728.456744 = -462848.250643
  nChanged 84
		SP:Iteration 15Q (70764.500000 sec): 3 clusters
  Score: Raw -465613.030490 + Penalty 2728.456744 = -462884.573746
  nChanged 74
		SP:Iteration 16Q (70764.640000 sec): 3 clusters
  Score: Raw -465651.705702 + Penalty 2728.456744 = -462923.248958
  nChanged 82
		SP:Iteration 17Q (70764.780000 sec): 3 clusters
  Score: Raw -465693.616971 + Penalty 2728.456744 = -462965.160227
  nChanged 70
		SP:Iteration 18Q (70764.920000 sec): 3 clusters
  Score: Raw -465731.088524 + Penalty 2728.456744 = -463002.631780
  nChanged 73
		SP:Iteration 19Q (70765.070000 sec): 3 clusters
  Score: Raw -465768.651617 + Penalty 2728.456744 = -463040.194873
  nChanged 71
		SP:Iteration 20F (70765.210000 sec): 3 clusters
  Score: Raw -465804.077071 + Penalty 2728.456744 = -463075.620327
  nChanged 60
		SP:Iteration 21Q (70765.350000 sec): 3 clusters
  Score: Raw -465831.834718 + Penalty 2728.456744 = -463103.377974
  nChanged 65
		SP:Iteration 22Q (70765.490000 sec): 3 clusters
  Score: Raw -465861.697259 + Penalty 2728.456744 = -463133.240515
  nChanged 58
		SP:Iteration 23Q (70765.630000 sec): 3 clusters
  Score: Raw -465891.098874 + Penalty 2728.456744 = -463162.642130
  nChanged 61
		SP:Iteration 24Q (70765.770000 sec): 3 clusters
  Score: Raw -465921.716426 + Penalty 2728.456744 = -463193.259682
  nChanged 45
		SP:Iteration 25Q (70765.910000 sec): 3 clusters
  Score: Raw -465941.881038 + Penalty 2728.456744 = -463213.424294
  nChanged 44
		SP:Iteration 26Q (70766.060000 sec): 3 clusters
  Score: Raw -465961.894206 + Penalty 2728.456744 = -463233.437462
  nChanged 41
		SP:Iteration 27Q (70766.200000 sec): 3 clusters
  Score: Raw -465980.808183 + Penalty 2728.456744 = -463252.351439
  nChanged 34
		SP:Iteration 28Q (70766.340000 sec): 3 clusters
  Score: Raw -465996.873091 + Penalty 2728.456744 = -463268.416347
  nChanged 37
		SP:Iteration 29Q (70766.490000 sec): 3 clusters
  Score: Raw -466019.191110 + Penalty 2728.456744 = -463290.734366
  nChanged 42
		SP:Iteration 30Q (70766.630000 sec): 3 clusters
  Score: Raw -466039.532011 + Penalty 2728.456744 = -463311.075267
  nChanged 39
		SP:Iteration 31Q (70766.780000 sec): 3 clusters
  Score: Raw -466057.843805 + Penalty 2728.456744 = -463329.387061
  nChanged 33
		SP:Iteration 32Q (70766.920000 sec): 3 clusters
  Score: Raw -466073.583497 + Penalty 2728.456744 = -463345.126753
  nChanged 27
		SP:Iteration 33Q (70767.080000 sec): 3 clusters
  Score: Raw -466086.451176 + Penalty 2728.456744 = -463357.994432
  nChanged 22
		SP:Iteration 34Q (70767.240000 sec): 3 clusters
  Score: Raw -466096.604484 + Penalty 2728.456744 = -463368.147739
  nChanged 23
		SP:Iteration 35Q (70767.400000 sec): 3 clusters
  Score: Raw -466109.745590 + Penalty 2728.456744 = -463381.288846
  nChanged 12
		SP:Iteration 36Q (70767.550000 sec): 3 clusters
  Score: Raw -466115.390874 + Penalty 2728.456744 = -463386.934129
  nChanged 16
		SP:Iteration 37Q (70767.700000 sec): 3 clusters
  Score: Raw -466122.288327 + Penalty 2728.456744 = -463393.831583
  nChanged 17
		SP:Iteration 38Q (70767.840000 sec): 3 clusters
  Score: Raw -466128.178222 + Penalty 2728.456744 = -463399.721478
  nChanged 12
		SP:Iteration 39Q (70767.990000 sec): 3 clusters
  Score: Raw -466133.172948 + Penalty 2728.456744 = -463404.716204
  nChanged 12
		SP:Iteration 40F (70768.130000 sec): 3 clusters
  Score: Raw -466137.593857 + Penalty 2728.456744 = -463409.137113
  nChanged 8
		SP:Iteration 41Q (70768.270000 sec): 3 clusters
  Score: Raw -466141.562716 + Penalty 2728.456744 = -463413.105972
  nChanged 5
		SP:Iteration 42Q (70768.420000 sec): 3 clusters
  Score: Raw -466144.265506 + Penalty 2728.456744 = -463415.808762
  nChanged 5
		SP:Iteration 43Q (70768.560000 sec): 3 clusters
  Score: Raw -466145.821090 + Penalty 2728.456744 = -463417.364346
  nChanged 6
		SP:Iteration 44Q (70768.700000 sec): 3 clusters
  Score: Raw -466148.917892 + Penalty 2728.456744 = -463420.461148
  nChanged 6
		SP:Iteration 45Q (70768.840000 sec): 3 clusters
  Score: Raw -466151.652843 + Penalty 2728.456744 = -463423.196099
  nChanged 4
		SP:Iteration 46Q (70768.990000 sec): 3 clusters
  Score: Raw -466152.791730 + Penalty 2728.456744 = -463424.334986
  nChanged 4
		SP:Iteration 47Q (70769.130000 sec): 3 clusters
  Score: Raw -466154.486674 + Penalty 2728.456744 = -463426.029929
  nChanged 6
		SP:Iteration 48Q (70769.280000 sec): 3 clusters
  Score: Raw -466156.815857 + Penalty 2728.456744 = -463428.359113
  nChanged 4
		SP:Iteration 49Q (70769.420000 sec): 3 clusters
  Score: Raw -466158.431159 + Penalty 2728.456744 = -463429.974414
  nChanged 4
		SP:Iteration 50Q (70769.560000 sec): 3 clusters
  Score: Raw -466160.200383 + Penalty 2728.456744 = -463431.743639
  nChanged 8
		SP:Iteration 51Q (70769.710000 sec): 3 clusters
  Score: Raw -466163.546092 + Penalty 2728.456744 = -463435.089348
  nChanged 7
		SP:Iteration 52Q (70769.850000 sec): 3 clusters
  Score: Raw -466165.929359 + Penalty 2728.456744 = -463437.472615
  nChanged 4
		SP:Iteration 53Q (70770.000000 sec): 3 clusters
  Score: Raw -466167.658837 + Penalty 2728.456744 = -463439.202093
  nChanged 4
		SP:Iteration 54Q (70770.140000 sec): 3 clusters
  Score: Raw -466170.450076 + Penalty 2728.456744 = -463441.993332
  nChanged 2
		SP:Iteration 55Q (70770.280000 sec): 3 clusters
  Score: Raw -466171.593594 + Penalty 2728.456744 = -463443.136850
  nChanged 1
		SP:Iteration 56Q (70770.430000 sec): 3 clusters
  Score: Raw -466171.802455 + Penalty 2728.456744 = -463443.345711
  nChanged 0
		SP:Iteration 57F (70770.570000 sec): 3 clusters
  Score: Raw -466171.802455 + Penalty 2728.456744 = -463443.345711
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70770.670000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70770.810000 sec): 3 clusters
  Score: Raw -56075.082353 + Penalty 2021.045039 = -54054.037315
  nChanged 110
		SP:Iteration 1F (70770.950000 sec): 3 clusters
  Score: Raw -56199.650748 + Penalty 2021.045039 = -54178.605709
  nChanged 32
		SP:Iteration 2F (70771.090000 sec): 3 clusters
  Score: Raw -56257.475941 + Penalty 2021.045039 = -54236.430902
  nChanged 18
		SP:Iteration 3Q (70771.200000 sec): 3 clusters
  Score: Raw -56283.603442 + Penalty 2021.045039 = -54262.558403
  nChanged 10
		SP:Iteration 4Q (70771.350000 sec): 3 clusters
  Score: Raw -56299.110136 + Penalty 2021.045039 = -54278.065097
  nChanged 3
		SP:Iteration 5Q (70771.490000 sec): 3 clusters
  Score: Raw -56305.779676 + Penalty 2021.045039 = -54284.734638
  nChanged 1
		SP:Iteration 6Q (70771.630000 sec): 3 clusters
  Score: Raw -56311.763123 + Penalty 2021.045039 = -54290.718084
  nChanged 2
		SP:Iteration 7Q (70771.780000 sec): 3 clusters
  Score: Raw -56318.170500 + Penalty 2021.045039 = -54297.125462
  nChanged 4
		SP:Iteration 8Q (70771.920000 sec): 3 clusters
  Score: Raw -56320.865267 + Penalty 2021.045039 = -54299.820228
  nChanged 0
		SP:Iteration 9F (70772.070000 sec): 3 clusters
  Score: Raw -56320.865267 + Penalty 2021.045039 = -54299.820228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70772.270000 sec): 2 clusters
  Score: Raw -2174965.561701 + Penalty 1606.736983 = -2173358.824718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70772.590000 sec): 3 clusters
  Score: Raw -2163058.911635 + Penalty 3213.473966 = -2159845.437669
  nChanged 8965
		SP:Iteration 1F (70772.860000 sec): 3 clusters
  Score: Raw -2167896.074799 + Penalty 3213.473966 = -2164682.600833
  nChanged 956
		SP:Iteration 2Q (70773.200000 sec): 3 clusters
  Score: Raw -2168209.161276 + Penalty 3213.473966 = -2164995.687310
  nChanged 896
		SP:Iteration 3Q (70773.480000 sec): 3 clusters
  Score: Raw -2168528.322641 + Penalty 3213.473966 = -2165314.848675
  nChanged 864
		SP:Iteration 4Q (70773.770000 sec): 3 clusters
  Score: Raw -2168862.043283 + Penalty 3213.473966 = -2165648.569316
  nChanged 879
		SP:Iteration 5Q (70774.060000 sec): 3 clusters
  Score: Raw -2169256.429173 + Penalty 3213.473966 = -2166042.955207
  nChanged 1002
		SP:Iteration 6F (70774.340000 sec): 3 clusters
  Score: Raw -2169822.011575 + Penalty 3213.473966 = -2166608.537609
  nChanged 1093
		SP:Iteration 7F (70774.610000 sec): 3 clusters
  Score: Raw -2170558.475390 + Penalty 3213.473966 = -2167345.001424
  nChanged 1161
		SP:Iteration 8F (70774.910000 sec): 3 clusters
  Score: Raw -2171435.780876 + Penalty 3213.473966 = -2168222.306910
  nChanged 1106
		SP:Iteration 9F (70775.230000 sec): 3 clusters
  Score: Raw -2172350.734194 + Penalty 3213.473966 = -2169137.260228
  nChanged 931
		SP:Iteration 10Q (70775.490000 sec): 3 clusters
  Score: Raw -2173174.858435 + Penalty 3213.473966 = -2169961.384469
  nChanged 720
		SP:Iteration 11Q (70775.820000 sec): 3 clusters
  Score: Raw -2173782.831270 + Penalty 3213.473966 = -2170569.357303
  nChanged 511
		SP:Iteration 12Q (70776.150000 sec): 3 clusters
  Score: Raw -2174164.454541 + Penalty 3213.473966 = -2170950.980575
  nChanged 369
		SP:Iteration 13Q (70776.440000 sec): 3 clusters
  Score: Raw -2174439.627128 + Penalty 3213.473966 = -2171226.153162
  nChanged 296
		SP:Iteration 14Q (70776.700000 sec): 3 clusters
  Score: Raw -2174635.811104 + Penalty 3213.473966 = -2171422.337138
  nChanged 217
		SP:Iteration 15Q (70776.950000 sec): 3 clusters
  Score: Raw -2174759.601447 + Penalty 3213.473966 = -2171546.127480
  nChanged 164
		SP:Iteration 16Q (70777.240000 sec): 3 clusters
  Score: Raw -2174869.629318 + Penalty 3213.473966 = -2171656.155352
  nChanged 127
		SP:Iteration 17Q (70777.560000 sec): 3 clusters
  Score: Raw -2174954.454416 + Penalty 3213.473966 = -2171740.980450
  nChanged 101
		SP:Iteration 18Q (70777.800000 sec): 3 clusters
  Score: Raw -2175017.124857 + Penalty 3213.473966 = -2171803.650891
  nChanged 88
		SP:Iteration 19Q (70778.090000 sec): 3 clusters
  Score: Raw -2175077.198244 + Penalty 3213.473966 = -2171863.724278
  nChanged 70
		SP:Iteration 20F (70778.350000 sec): 3 clusters
  Score: Raw -2175129.875009 + Penalty 3213.473966 = -2171916.401043
  nChanged 51
		SP:Iteration 21Q (70778.630000 sec): 3 clusters
  Score: Raw -2175159.554919 + Penalty 3213.473966 = -2171946.080953
  nChanged 39
		SP:Iteration 22Q (70778.910000 sec): 3 clusters
  Score: Raw -2175180.978735 + Penalty 3213.473966 = -2171967.504769
  nChanged 27
		SP:Iteration 23Q (70779.150000 sec): 3 clusters
  Score: Raw -2175200.792942 + Penalty 3213.473966 = -2171987.318976
  nChanged 30
		SP:Iteration 24Q (70779.430000 sec): 3 clusters
  Score: Raw -2175219.875096 + Penalty 3213.473966 = -2172006.401130
  nChanged 20
		SP:Iteration 25Q (70779.690000 sec): 3 clusters
  Score: Raw -2175231.328589 + Penalty 3213.473966 = -2172017.854623
  nChanged 22
		SP:Iteration 26Q (70779.970000 sec): 3 clusters
  Score: Raw -2175245.702604 + Penalty 3213.473966 = -2172032.228637
  nChanged 17
		SP:Iteration 27Q (70780.220000 sec): 3 clusters
  Score: Raw -2175254.993553 + Penalty 3213.473966 = -2172041.519587
  nChanged 11
		SP:Iteration 28Q (70780.510000 sec): 3 clusters
  Score: Raw -2175260.085348 + Penalty 3213.473966 = -2172046.611381
  nChanged 9
		SP:Iteration 29Q (70780.760000 sec): 3 clusters
  Score: Raw -2175264.413226 + Penalty 3213.473966 = -2172050.939260
  nChanged 6
		SP:Iteration 30Q (70781.070000 sec): 3 clusters
  Score: Raw -2175267.698292 + Penalty 3213.473966 = -2172054.224326
  nChanged 2
		SP:Iteration 31Q (70781.360000 sec): 3 clusters
  Score: Raw -2175269.233304 + Penalty 3213.473966 = -2172055.759338
  nChanged 4
		SP:Iteration 32Q (70781.620000 sec): 3 clusters
  Score: Raw -2175272.619092 + Penalty 3213.473966 = -2172059.145126
  nChanged 7
		SP:Iteration 33Q (70781.870000 sec): 3 clusters
  Score: Raw -2175277.683400 + Penalty 3213.473966 = -2172064.209434
  nChanged 5
		SP:Iteration 34Q (70782.110000 sec): 3 clusters
  Score: Raw -2175280.876448 + Penalty 3213.473966 = -2172067.402482
  nChanged 4
		SP:Iteration 35Q (70782.390000 sec): 3 clusters
  Score: Raw -2175283.993358 + Penalty 3213.473966 = -2172070.519392
  nChanged 5
		SP:Iteration 36Q (70782.660000 sec): 3 clusters
  Score: Raw -2175287.071888 + Penalty 3213.473966 = -2172073.597922
  nChanged 5
		SP:Iteration 37Q (70782.970000 sec): 3 clusters
  Score: Raw -2175289.379775 + Penalty 3213.473966 = -2172075.905809
  nChanged 2
		SP:Iteration 38Q (70783.260000 sec): 3 clusters
  Score: Raw -2175290.357307 + Penalty 3213.473966 = -2172076.883341
  nChanged 1
		SP:Iteration 39Q (70783.550000 sec): 3 clusters
  Score: Raw -2175290.633544 + Penalty 3213.473966 = -2172077.159578
  nChanged 0
		SP:Iteration 40F (70783.840000 sec): 3 clusters
  Score: Raw -2175290.633544 + Penalty 3213.473966 = -2172077.159578
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70783.970000 sec): 2 clusters
  Score: Raw -398091.642682 + Penalty 1332.947912 = -396758.694770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70784.160000 sec): 3 clusters
  Score: Raw -396286.888471 + Penalty 2665.895824 = -393620.992647
  nChanged 1431
		SP:Iteration 1F (70784.320000 sec): 3 clusters
  Score: Raw -397083.631089 + Penalty 2665.895824 = -394417.735265
  nChanged 282
		SP:Iteration 2F (70784.480000 sec): 3 clusters
  Score: Raw -397273.384669 + Penalty 2665.895824 = -394607.488845
  nChanged 220
		SP:Iteration 3F (70784.640000 sec): 3 clusters
  Score: Raw -397407.612655 + Penalty 2665.895824 = -394741.716831
  nChanged 166
		SP:Iteration 4Q (70784.790000 sec): 3 clusters
  Score: Raw -397507.063914 + Penalty 2665.895824 = -394841.168090
  nChanged 144
		SP:Iteration 5Q (70784.990000 sec): 3 clusters
  Score: Raw -397592.642742 + Penalty 2665.895824 = -394926.746918
  nChanged 117
		SP:Iteration 6Q (70785.150000 sec): 3 clusters
  Score: Raw -397661.654160 + Penalty 2665.895824 = -394995.758336
  nChanged 95
		SP:Iteration 7Q (70785.310000 sec): 3 clusters
  Score: Raw -397709.268824 + Penalty 2665.895824 = -395043.373000
  nChanged 89
		SP:Iteration 8Q (70785.470000 sec): 3 clusters
  Score: Raw -397754.181913 + Penalty 2665.895824 = -395088.286089
  nChanged 69
		SP:Iteration 9Q (70785.610000 sec): 3 clusters
  Score: Raw -397796.745145 + Penalty 2665.895824 = -395130.849321
  nChanged 65
		SP:Iteration 10Q (70785.750000 sec): 3 clusters
  Score: Raw -397832.366466 + Penalty 2665.895824 = -395166.470642
  nChanged 55
		SP:Iteration 11Q (70785.850000 sec): 3 clusters
  Score: Raw -397862.038163 + Penalty 2665.895824 = -395196.142339
  nChanged 55
		SP:Iteration 12Q (70785.930000 sec): 3 clusters
  Score: Raw -397891.834737 + Penalty 2665.895824 = -395225.938913
  nChanged 62
		SP:Iteration 13Q (70786.110000 sec): 3 clusters
  Score: Raw -397925.632596 + Penalty 2665.895824 = -395259.736772
  nChanged 60
		SP:Iteration 14Q (70786.280000 sec): 3 clusters
  Score: Raw -397958.409369 + Penalty 2665.895824 = -395292.513545
  nChanged 60
		SP:Iteration 15Q (70786.440000 sec): 3 clusters
  Score: Raw -397993.291052 + Penalty 2665.895824 = -395327.395228
  nChanged 67
		SP:Iteration 16Q (70786.610000 sec): 3 clusters
  Score: Raw -398031.807553 + Penalty 2665.895824 = -395365.911729
  nChanged 72
		SP:Iteration 17Q (70786.750000 sec): 3 clusters
  Score: Raw -398073.775968 + Penalty 2665.895824 = -395407.880144
  nChanged 60
		SP:Iteration 18Q (70786.910000 sec): 3 clusters
  Score: Raw -398100.214608 + Penalty 2665.895824 = -395434.318783
  nChanged 48
		SP:Iteration 19Q (70787.070000 sec): 3 clusters
  Score: Raw -398121.417802 + Penalty 2665.895824 = -395455.521978
  nChanged 33
		SP:Iteration 20F (70787.230000 sec): 3 clusters
  Score: Raw -398137.261384 + Penalty 2665.895824 = -395471.365560
  nChanged 48
		SP:Iteration 21Q (70787.380000 sec): 3 clusters
  Score: Raw -398166.679532 + Penalty 2665.895824 = -395500.783708
  nChanged 59
		SP:Iteration 22Q (70787.540000 sec): 3 clusters
  Score: Raw -398198.144054 + Penalty 2665.895824 = -395532.248230
  nChanged 50
		SP:Iteration 23Q (70787.690000 sec): 3 clusters
  Score: Raw -398227.175717 + Penalty 2665.895824 = -395561.279893
  nChanged 57
		SP:Iteration 24Q (70787.850000 sec): 3 clusters
  Score: Raw -398258.917146 + Penalty 2665.895824 = -395593.021322
  nChanged 41
		SP:Iteration 25Q (70787.990000 sec): 3 clusters
  Score: Raw -398284.523775 + Penalty 2665.895824 = -395618.627951
  nChanged 40
		SP:Iteration 26Q (70788.140000 sec): 3 clusters
  Score: Raw -398310.852554 + Penalty 2665.895824 = -395644.956730
  nChanged 34
		SP:Iteration 27Q (70788.280000 sec): 3 clusters
  Score: Raw -398330.607751 + Penalty 2665.895824 = -395664.711927
  nChanged 17
		SP:Iteration 28Q (70788.420000 sec): 3 clusters
  Score: Raw -398340.958437 + Penalty 2665.895824 = -395675.062613
  nChanged 18
		SP:Iteration 29Q (70788.560000 sec): 3 clusters
  Score: Raw -398350.352485 + Penalty 2665.895824 = -395684.456661
  nChanged 17
		SP:Iteration 30Q (70788.710000 sec): 3 clusters
  Score: Raw -398360.167840 + Penalty 2665.895824 = -395694.272016
  nChanged 12
		SP:Iteration 31Q (70788.840000 sec): 3 clusters
  Score: Raw -398367.234215 + Penalty 2665.895824 = -395701.338391
  nChanged 9
		SP:Iteration 32Q (70788.990000 sec): 3 clusters
  Score: Raw -398372.867958 + Penalty 2665.895824 = -395706.972134
  nChanged 13
		SP:Iteration 33Q (70789.130000 sec): 3 clusters
  Score: Raw -398381.640304 + Penalty 2665.895824 = -395715.744480
  nChanged 6
		SP:Iteration 34Q (70789.270000 sec): 3 clusters
  Score: Raw -398384.967060 + Penalty 2665.895824 = -395719.071236
  nChanged 4
		SP:Iteration 35Q (70789.410000 sec): 3 clusters
  Score: Raw -398387.496398 + Penalty 2665.895824 = -395721.600574
  nChanged 4
		SP:Iteration 36Q (70789.570000 sec): 3 clusters
  Score: Raw -398390.748588 + Penalty 2665.895824 = -395724.852764
  nChanged 3
		SP:Iteration 37Q (70789.730000 sec): 3 clusters
  Score: Raw -398392.513125 + Penalty 2665.895824 = -395726.617301
  nChanged 3
		SP:Iteration 38Q (70789.870000 sec): 3 clusters
  Score: Raw -398393.724683 + Penalty 2665.895824 = -395727.828859
  nChanged 1
		SP:Iteration 39Q (70790.010000 sec): 3 clusters
  Score: Raw -398394.238795 + Penalty 2665.895824 = -395728.342971
  nChanged 2
		SP:Iteration 40F (70790.160000 sec): 3 clusters
  Score: Raw -398396.160003 + Penalty 2665.895824 = -395730.264179
  nChanged 1
		SP:Iteration 41Q (70790.300000 sec): 3 clusters
  Score: Raw -398396.425735 + Penalty 2665.895824 = -395730.529911
  nChanged 0
		SP:Iteration 42F (70790.440000 sec): 3 clusters
  Score: Raw -398396.425735 + Penalty 2665.895824 = -395730.529911
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70790.540000 sec): 2 clusters
  Score: Raw -20483.348679 + Penalty 864.989122 = -19618.359557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70790.630000 sec): 3 clusters
  Score: Raw -20640.124807 + Penalty 1729.978243 = -18910.146564
  nChanged 34
		SP:Iteration 1F (70790.770000 sec): 3 clusters
  Score: Raw -20746.183645 + Penalty 1729.978243 = -19016.205401
  nChanged 7
		SP:Iteration 2Q (70790.920000 sec): 3 clusters
  Score: Raw -20762.874563 + Penalty 1729.978243 = -19032.896320
  nChanged 2
		SP:Iteration 3Q (70791.060000 sec): 3 clusters
  Score: Raw -20767.126840 + Penalty 1729.978243 = -19037.148596
  nChanged 1
		SP:Iteration 4Q (70791.200000 sec): 3 clusters
  Score: Raw -20769.183512 + Penalty 1729.978243 = -19039.205268
  nChanged 0
		SP:Iteration 5F (70791.330000 sec): 3 clusters
  Score: Raw -20769.183512 + Penalty 1729.978243 = -19039.205268
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70791.430000 sec): 2 clusters
  Score: Raw -734972.183552 + Penalty 1430.312147 = -733541.871405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70791.610000 sec): 3 clusters
  Score: Raw -731334.619425 + Penalty 2860.624294 = -728473.995131
  nChanged 2823
		SP:Iteration 1F (70791.770000 sec): 3 clusters
  Score: Raw -732771.568884 + Penalty 2860.624294 = -729910.944591
  nChanged 449
		SP:Iteration 2F (70791.920000 sec): 3 clusters
  Score: Raw -732986.716912 + Penalty 2860.624294 = -730126.092618
  nChanged 360
		SP:Iteration 3F (70792.080000 sec): 3 clusters
  Score: Raw -733148.371530 + Penalty 2860.624294 = -730287.747237
  nChanged 266
		SP:Iteration 4Q (70792.240000 sec): 3 clusters
  Score: Raw -733265.091485 + Penalty 2860.624294 = -730404.467192
  nChanged 240
		SP:Iteration 5Q (70792.400000 sec): 3 clusters
  Score: Raw -733360.226037 + Penalty 2860.624294 = -730499.601743
  nChanged 207
		SP:Iteration 6Q (70792.570000 sec): 3 clusters
  Score: Raw -733447.374627 + Penalty 2860.624294 = -730586.750333
  nChanged 209
		SP:Iteration 7Q (70792.780000 sec): 3 clusters
  Score: Raw -733550.306300 + Penalty 2860.624294 = -730689.682006
  nChanged 236
		SP:Iteration 8Q (70792.990000 sec): 3 clusters
  Score: Raw -733668.145300 + Penalty 2860.624294 = -730807.521006
  nChanged 256
		SP:Iteration 9Q (70793.190000 sec): 3 clusters
  Score: Raw -733817.673120 + Penalty 2860.624294 = -730957.048826
  nChanged 255
		SP:Iteration 10Q (70793.340000 sec): 3 clusters
  Score: Raw -733985.366450 + Penalty 2860.624294 = -731124.742156
  nChanged 288
		SP:Iteration 11Q (70793.520000 sec): 3 clusters
  Score: Raw -734189.956369 + Penalty 2860.624294 = -731329.332076
  nChanged 263
		SP:Iteration 12Q (70793.690000 sec): 3 clusters
  Score: Raw -734395.651031 + Penalty 2860.624294 = -731535.026737
  nChanged 219
		SP:Iteration 13Q (70793.870000 sec): 3 clusters
  Score: Raw -734565.322654 + Penalty 2860.624294 = -731704.698360
  nChanged 179
		SP:Iteration 14Q (70794.030000 sec): 3 clusters
  Score: Raw -734711.698649 + Penalty 2860.624294 = -731851.074355
  nChanged 136
		SP:Iteration 15Q (70794.190000 sec): 3 clusters
  Score: Raw -734828.893408 + Penalty 2860.624294 = -731968.269114
  nChanged 104
		SP:Iteration 16Q (70794.350000 sec): 3 clusters
  Score: Raw -734918.184498 + Penalty 2860.624294 = -732057.560204
  nChanged 74
		SP:Iteration 17Q (70794.530000 sec): 3 clusters
  Score: Raw -734986.493451 + Penalty 2860.624294 = -732125.869157
  nChanged 51
		SP:Iteration 18Q (70794.720000 sec): 3 clusters
  Score: Raw -735040.433953 + Penalty 2860.624294 = -732179.809660
  nChanged 36
		SP:Iteration 19Q (70794.920000 sec): 3 clusters
  Score: Raw -735081.853824 + Penalty 2860.624294 = -732221.229531
  nChanged 30
		SP:Iteration 20F (70795.130000 sec): 3 clusters
  Score: Raw -735102.564305 + Penalty 2860.624294 = -732241.940011
  nChanged 11
		SP:Iteration 21Q (70795.320000 sec): 3 clusters
  Score: Raw -735113.178613 + Penalty 2860.624294 = -732252.554319
  nChanged 6
		SP:Iteration 22Q (70795.510000 sec): 3 clusters
  Score: Raw -735120.003913 + Penalty 2860.624294 = -732259.379620
  nChanged 3
		SP:Iteration 23Q (70795.720000 sec): 3 clusters
  Score: Raw -735124.967374 + Penalty 2860.624294 = -732264.343080
  nChanged 8
		SP:Iteration 24Q (70795.930000 sec): 3 clusters
  Score: Raw -735136.344611 + Penalty 2860.624294 = -732275.720317
  nChanged 9
		SP:Iteration 25Q (70796.090000 sec): 3 clusters
  Score: Raw -735148.948568 + Penalty 2860.624294 = -732288.324274
  nChanged 4
		SP:Iteration 26Q (70796.300000 sec): 3 clusters
  Score: Raw -735153.708496 + Penalty 2860.624294 = -732293.084202
  nChanged 4
		SP:Iteration 27Q (70796.460000 sec): 3 clusters
  Score: Raw -735157.906226 + Penalty 2860.624294 = -732297.281932
  nChanged 2
		SP:Iteration 28Q (70796.650000 sec): 3 clusters
  Score: Raw -735159.924934 + Penalty 2860.624294 = -732299.300640
  nChanged 1
		SP:Iteration 29Q (70796.820000 sec): 3 clusters
  Score: Raw -735162.296770 + Penalty 2860.624294 = -732301.672476
  nChanged 4
		SP:Iteration 30Q (70796.980000 sec): 3 clusters
  Score: Raw -735164.035632 + Penalty 2860.624294 = -732303.411339
  nChanged 0
		SP:Iteration 31F (70797.130000 sec): 3 clusters
  Score: Raw -735164.035632 + Penalty 2860.624294 = -732303.411339
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70797.270000 sec): 2 clusters
  Score: Raw -255577.663227 + Penalty 1281.182489 = -254296.480738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70797.450000 sec): 3 clusters
  Score: Raw -254398.574814 + Penalty 2562.364978 = -251836.209836
  nChanged 993
		SP:Iteration 1F (70797.550000 sec): 3 clusters
  Score: Raw -255123.088322 + Penalty 2562.364978 = -252560.723344
  nChanged 209
		SP:Iteration 2F (70797.700000 sec): 3 clusters
  Score: Raw -255279.590893 + Penalty 2562.364978 = -252717.225914
  nChanged 163
		SP:Iteration 3F (70797.860000 sec): 3 clusters
  Score: Raw -255420.948112 + Penalty 2562.364978 = -252858.583134
  nChanged 118
		SP:Iteration 4Q (70798.010000 sec): 3 clusters
  Score: Raw -255512.041199 + Penalty 2562.364978 = -252949.676220
  nChanged 97
		SP:Iteration 5Q (70798.170000 sec): 3 clusters
  Score: Raw -255596.565765 + Penalty 2562.364978 = -253034.200787
  nChanged 93
		SP:Iteration 6Q (70798.330000 sec): 3 clusters
  Score: Raw -255678.952623 + Penalty 2562.364978 = -253116.587645
  nChanged 89
		SP:Iteration 7Q (70798.490000 sec): 3 clusters
  Score: Raw -255753.296474 + Penalty 2562.364978 = -253190.931495
  nChanged 80
		SP:Iteration 8Q (70798.650000 sec): 3 clusters
  Score: Raw -255805.416217 + Penalty 2562.364978 = -253243.051239
  nChanged 72
		SP:Iteration 9Q (70798.780000 sec): 3 clusters
  Score: Raw -255857.459246 + Penalty 2562.364978 = -253295.094268
  nChanged 62
		SP:Iteration 10Q (70798.940000 sec): 3 clusters
  Score: Raw -255902.155834 + Penalty 2562.364978 = -253339.790856
  nChanged 53
		SP:Iteration 11Q (70799.110000 sec): 3 clusters
  Score: Raw -255944.390823 + Penalty 2562.364978 = -253382.025845
  nChanged 52
		SP:Iteration 12Q (70799.270000 sec): 3 clusters
  Score: Raw -255975.921702 + Penalty 2562.364978 = -253413.556724
  nChanged 41
		SP:Iteration 13Q (70799.410000 sec): 3 clusters
  Score: Raw -256003.370760 + Penalty 2562.364978 = -253441.005782
  nChanged 34
		SP:Iteration 14Q (70799.580000 sec): 3 clusters
  Score: Raw -256027.033523 + Penalty 2562.364978 = -253464.668544
  nChanged 39
		SP:Iteration 15Q (70799.750000 sec): 3 clusters
  Score: Raw -256047.609122 + Penalty 2562.364978 = -253485.244143
  nChanged 18
		SP:Iteration 16Q (70799.890000 sec): 3 clusters
  Score: Raw -256055.180199 + Penalty 2562.364978 = -253492.815221
  nChanged 14
		SP:Iteration 17Q (70800.050000 sec): 3 clusters
  Score: Raw -256070.087024 + Penalty 2562.364978 = -253507.722046
  nChanged 18
		SP:Iteration 18Q (70800.220000 sec): 3 clusters
  Score: Raw -256084.183249 + Penalty 2562.364978 = -253521.818270
  nChanged 17
		SP:Iteration 19Q (70800.420000 sec): 3 clusters
  Score: Raw -256094.065981 + Penalty 2562.364978 = -253531.701003
  nChanged 19
		SP:Iteration 20F (70800.550000 sec): 3 clusters
  Score: Raw -256101.799441 + Penalty 2562.364978 = -253539.434462
  nChanged 19
		SP:Iteration 21Q (70800.690000 sec): 3 clusters
  Score: Raw -256110.321014 + Penalty 2562.364978 = -253547.956035
  nChanged 14
		SP:Iteration 22Q (70800.830000 sec): 3 clusters
  Score: Raw -256117.582463 + Penalty 2562.364978 = -253555.217485
  nChanged 24
		SP:Iteration 23Q (70800.980000 sec): 3 clusters
  Score: Raw -256132.477675 + Penalty 2562.364978 = -253570.112697
  nChanged 15
		SP:Iteration 24Q (70801.140000 sec): 3 clusters
  Score: Raw -256139.239104 + Penalty 2562.364978 = -253576.874126
  nChanged 14
		SP:Iteration 25Q (70801.290000 sec): 3 clusters
  Score: Raw -256147.882160 + Penalty 2562.364978 = -253585.517181
  nChanged 12
		SP:Iteration 26Q (70801.440000 sec): 3 clusters
  Score: Raw -256155.583659 + Penalty 2562.364978 = -253593.218680
  nChanged 13
		SP:Iteration 27Q (70801.580000 sec): 3 clusters
  Score: Raw -256162.113337 + Penalty 2562.364978 = -253599.748358
  nChanged 14
		SP:Iteration 28Q (70801.720000 sec): 3 clusters
  Score: Raw -256169.361507 + Penalty 2562.364978 = -253606.996529
  nChanged 17
		SP:Iteration 29Q (70801.920000 sec): 3 clusters
  Score: Raw -256178.430170 + Penalty 2562.364978 = -253616.065192
  nChanged 18
		SP:Iteration 30Q (70802.060000 sec): 3 clusters
  Score: Raw -256187.538151 + Penalty 2562.364978 = -253625.173173
  nChanged 19
		SP:Iteration 31Q (70802.210000 sec): 3 clusters
  Score: Raw -256197.208279 + Penalty 2562.364978 = -253634.843300
  nChanged 17
		SP:Iteration 32Q (70802.370000 sec): 3 clusters
  Score: Raw -256204.153990 + Penalty 2562.364978 = -253641.789012
  nChanged 13
		SP:Iteration 33Q (70802.520000 sec): 3 clusters
  Score: Raw -256212.236474 + Penalty 2562.364978 = -253649.871495
  nChanged 12
		SP:Iteration 34Q (70802.660000 sec): 3 clusters
  Score: Raw -256216.777883 + Penalty 2562.364978 = -253654.412905
  nChanged 10
		SP:Iteration 35Q (70802.790000 sec): 3 clusters
  Score: Raw -256221.183946 + Penalty 2562.364978 = -253658.818967
  nChanged 9
		SP:Iteration 36Q (70802.950000 sec): 3 clusters
  Score: Raw -256224.614702 + Penalty 2562.364978 = -253662.249724
  nChanged 6
		SP:Iteration 37Q (70803.110000 sec): 3 clusters
  Score: Raw -256227.489454 + Penalty 2562.364978 = -253665.124475
  nChanged 5
		SP:Iteration 38Q (70803.250000 sec): 3 clusters
  Score: Raw -256230.069172 + Penalty 2562.364978 = -253667.704193
  nChanged 6
		SP:Iteration 39Q (70803.400000 sec): 3 clusters
  Score: Raw -256232.834103 + Penalty 2562.364978 = -253670.469125
  nChanged 5
		SP:Iteration 40F (70803.540000 sec): 3 clusters
  Score: Raw -256236.363594 + Penalty 2562.364978 = -253673.998616
  nChanged 11
		SP:Iteration 41Q (70803.690000 sec): 3 clusters
  Score: Raw -256244.038072 + Penalty 2562.364978 = -253681.673094
  nChanged 6
		SP:Iteration 42Q (70803.830000 sec): 3 clusters
  Score: Raw -256246.377641 + Penalty 2562.364978 = -253684.012663
  nChanged 6
		SP:Iteration 43Q (70803.980000 sec): 3 clusters
  Score: Raw -256248.172460 + Penalty 2562.364978 = -253685.807481
  nChanged 2
		SP:Iteration 44Q (70804.130000 sec): 3 clusters
  Score: Raw -256248.620448 + Penalty 2562.364978 = -253686.255470
  nChanged 1
		SP:Iteration 45Q (70804.270000 sec): 3 clusters
  Score: Raw -256248.923483 + Penalty 2562.364978 = -253686.558505
  nChanged 1
		SP:Iteration 46Q (70804.410000 sec): 3 clusters
  Score: Raw -256249.082120 + Penalty 2562.364978 = -253686.717141
  nChanged 2
		SP:Iteration 47Q (70804.560000 sec): 3 clusters
  Score: Raw -256249.365834 + Penalty 2562.364978 = -253687.000856
  nChanged 1
		SP:Iteration 48Q (70804.710000 sec): 3 clusters
  Score: Raw -256249.866520 + Penalty 2562.364978 = -253687.501542
  nChanged 1
		SP:Iteration 49Q (70804.850000 sec): 3 clusters
  Score: Raw -256250.099624 + Penalty 2562.364978 = -253687.734646
  nChanged 0
		SP:Iteration 50F (70805.000000 sec): 3 clusters
  Score: Raw -256250.099624 + Penalty 2562.364978 = -253687.734646
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70805.070000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70805.220000 sec): 3 clusters
  Score: Raw -24435.441322 + Penalty 1786.579673 = -22648.861648
  nChanged 41
		SP:Iteration 1F (70805.360000 sec): 3 clusters
  Score: Raw -24537.358815 + Penalty 1786.579673 = -22750.779142
  nChanged 8
		SP:Iteration 2Q (70805.500000 sec): 3 clusters
  Score: Raw -24557.902657 + Penalty 1786.579673 = -22771.322984
  nChanged 2
		SP:Iteration 3Q (70805.640000 sec): 3 clusters
  Score: Raw -24563.730349 + Penalty 1786.579673 = -22777.150676
  nChanged 2
		SP:Iteration 4Q (70805.790000 sec): 3 clusters
  Score: Raw -24567.591944 + Penalty 1786.579673 = -22781.012271
  nChanged 0
		SP:Iteration 5F (70805.930000 sec): 3 clusters
  Score: Raw -24567.591944 + Penalty 1786.579673 = -22781.012271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70806.030000 sec): 2 clusters
  Score: Raw -303421.009882 + Penalty 1288.131576 = -302132.878306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70806.170000 sec): 3 clusters
  Score: Raw -302134.144668 + Penalty 2576.263152 = -299557.881516
  nChanged 1030
		SP:Iteration 1F (70806.310000 sec): 3 clusters
  Score: Raw -302749.418604 + Penalty 2576.263152 = -300173.155452
  nChanged 201
		SP:Iteration 2F (70806.460000 sec): 3 clusters
  Score: Raw -302878.621203 + Penalty 2576.263152 = -300302.358051
  nChanged 135
		SP:Iteration 3Q (70806.610000 sec): 3 clusters
  Score: Raw -302954.448827 + Penalty 2576.263152 = -300378.185675
  nChanged 99
		SP:Iteration 4Q (70806.760000 sec): 3 clusters
  Score: Raw -303010.359224 + Penalty 2576.263152 = -300434.096072
  nChanged 78
		SP:Iteration 5Q (70806.920000 sec): 3 clusters
  Score: Raw -303047.359940 + Penalty 2576.263152 = -300471.096788
  nChanged 49
		SP:Iteration 6Q (70807.050000 sec): 3 clusters
  Score: Raw -303071.321197 + Penalty 2576.263152 = -300495.058045
  nChanged 42
		SP:Iteration 7Q (70807.180000 sec): 3 clusters
  Score: Raw -303094.935018 + Penalty 2576.263152 = -300518.671866
  nChanged 37
		SP:Iteration 8Q (70807.310000 sec): 3 clusters
  Score: Raw -303112.161153 + Penalty 2576.263152 = -300535.898001
  nChanged 30
		SP:Iteration 9Q (70807.450000 sec): 3 clusters
  Score: Raw -303128.394474 + Penalty 2576.263152 = -300552.131322
  nChanged 36
		SP:Iteration 10Q (70807.580000 sec): 3 clusters
  Score: Raw -303147.663611 + Penalty 2576.263152 = -300571.400459
  nChanged 35
		SP:Iteration 11Q (70807.710000 sec): 3 clusters
  Score: Raw -303166.966555 + Penalty 2576.263152 = -300590.703403
  nChanged 37
		SP:Iteration 12Q (70807.850000 sec): 3 clusters
  Score: Raw -303185.983429 + Penalty 2576.263152 = -300609.720277
  nChanged 35
		SP:Iteration 13Q (70807.990000 sec): 3 clusters
  Score: Raw -303205.622237 + Penalty 2576.263152 = -300629.359085
  nChanged 35
		SP:Iteration 14Q (70808.140000 sec): 3 clusters
  Score: Raw -303224.172068 + Penalty 2576.263152 = -300647.908915
  nChanged 26
		SP:Iteration 15Q (70808.280000 sec): 3 clusters
  Score: Raw -303240.793111 + Penalty 2576.263152 = -300664.529959
  nChanged 32
		SP:Iteration 16Q (70808.420000 sec): 3 clusters
  Score: Raw -303256.620866 + Penalty 2576.263152 = -300680.357714
  nChanged 32
		SP:Iteration 17Q (70808.570000 sec): 3 clusters
  Score: Raw -303271.308935 + Penalty 2576.263152 = -300695.045783
  nChanged 33
		SP:Iteration 18Q (70808.750000 sec): 3 clusters
  Score: Raw -303288.875958 + Penalty 2576.263152 = -300712.612806
  nChanged 35
		SP:Iteration 19Q (70808.920000 sec): 3 clusters
  Score: Raw -303308.113791 + Penalty 2576.263152 = -300731.850639
  nChanged 32
		SP:Iteration 20F (70809.060000 sec): 3 clusters
  Score: Raw -303325.011045 + Penalty 2576.263152 = -300748.747893
  nChanged 29
		SP:Iteration 21Q (70809.190000 sec): 3 clusters
  Score: Raw -303344.528063 + Penalty 2576.263152 = -300768.264911
  nChanged 37
		SP:Iteration 22Q (70809.310000 sec): 3 clusters
  Score: Raw -303368.724413 + Penalty 2576.263152 = -300792.461261
  nChanged 43
		SP:Iteration 23Q (70809.430000 sec): 3 clusters
  Score: Raw -303401.149015 + Penalty 2576.263152 = -300824.885863
  nChanged 41
		SP:Iteration 24Q (70809.570000 sec): 3 clusters
  Score: Raw -303434.995699 + Penalty 2576.263152 = -300858.732547
  nChanged 43
		SP:Iteration 25Q (70809.740000 sec): 3 clusters
  Score: Raw -303468.002895 + Penalty 2576.263152 = -300891.739743
  nChanged 24
		SP:Iteration 26Q (70809.870000 sec): 3 clusters
  Score: Raw -303486.542387 + Penalty 2576.263152 = -300910.279235
  nChanged 17
		SP:Iteration 27Q (70810.000000 sec): 3 clusters
  Score: Raw -303498.944712 + Penalty 2576.263152 = -300922.681560
  nChanged 20
		SP:Iteration 28Q (70810.130000 sec): 3 clusters
  Score: Raw -303510.260675 + Penalty 2576.263152 = -300933.997523
  nChanged 14
		SP:Iteration 29Q (70810.250000 sec): 3 clusters
  Score: Raw -303519.610349 + Penalty 2576.263152 = -300943.347197
  nChanged 11
		SP:Iteration 30Q (70810.390000 sec): 3 clusters
  Score: Raw -303525.876054 + Penalty 2576.263152 = -300949.612902
  nChanged 11
		SP:Iteration 31Q (70810.520000 sec): 3 clusters
  Score: Raw -303531.322739 + Penalty 2576.263152 = -300955.059587
  nChanged 3
		SP:Iteration 32Q (70810.660000 sec): 3 clusters
  Score: Raw -303532.092814 + Penalty 2576.263152 = -300955.829662
  nChanged 3
		SP:Iteration 33Q (70810.790000 sec): 3 clusters
  Score: Raw -303533.035177 + Penalty 2576.263152 = -300956.772025
  nChanged 2
		SP:Iteration 34Q (70810.930000 sec): 3 clusters
  Score: Raw -303534.641804 + Penalty 2576.263152 = -300958.378652
  nChanged 2
		SP:Iteration 35Q (70811.060000 sec): 3 clusters
  Score: Raw -303535.790555 + Penalty 2576.263152 = -300959.527403
  nChanged 2
		SP:Iteration 36Q (70811.200000 sec): 3 clusters
  Score: Raw -303537.812516 + Penalty 2576.263152 = -300961.549364
  nChanged 2
		SP:Iteration 37Q (70811.330000 sec): 3 clusters
  Score: Raw -303538.613643 + Penalty 2576.263152 = -300962.350491
  nChanged 1
		SP:Iteration 38Q (70811.490000 sec): 3 clusters
  Score: Raw -303538.909023 + Penalty 2576.263152 = -300962.645871
  nChanged 1
		SP:Iteration 39Q (70811.620000 sec): 3 clusters
  Score: Raw -303539.678760 + Penalty 2576.263152 = -300963.415608
  nChanged 1
		SP:Iteration 40F (70811.750000 sec): 3 clusters
  Score: Raw -303540.113818 + Penalty 2576.263152 = -300963.850666
  nChanged 1
		SP:Iteration 41Q (70811.900000 sec): 3 clusters
  Score: Raw -303540.584233 + Penalty 2576.263152 = -300964.321081
  nChanged 3
		SP:Iteration 42Q (70812.010000 sec): 3 clusters
  Score: Raw -303541.546511 + Penalty 2576.263152 = -300965.283359
  nChanged 0
		SP:Iteration 43F (70812.130000 sec): 3 clusters
  Score: Raw -303541.546511 + Penalty 2576.263152 = -300965.283359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70812.270000 sec): 2 clusters
  Score: Raw -838419.610391 + Penalty 1459.564111 = -836960.046280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70812.480000 sec): 3 clusters
  Score: Raw -834056.717792 + Penalty 2919.128222 = -831137.589570
  nChanged 3309
		SP:Iteration 1F (70812.630000 sec): 3 clusters
  Score: Raw -835972.754823 + Penalty 2919.128222 = -833053.626601
  nChanged 548
		SP:Iteration 2F (70812.840000 sec): 3 clusters
  Score: Raw -836314.576588 + Penalty 2919.128222 = -833395.448366
  nChanged 545
		SP:Iteration 3F (70813.000000 sec): 3 clusters
  Score: Raw -836691.540083 + Penalty 2919.128222 = -833772.411861
  nChanged 525
		SP:Iteration 4F (70813.210000 sec): 3 clusters
  Score: Raw -837034.529200 + Penalty 2919.128222 = -834115.400978
  nChanged 480
		SP:Iteration 5F (70813.390000 sec): 3 clusters
  Score: Raw -837354.412195 + Penalty 2919.128222 = -834435.283973
  nChanged 405
		SP:Iteration 6F (70813.590000 sec): 3 clusters
  Score: Raw -837643.380048 + Penalty 2919.128222 = -834724.251826
  nChanged 352
		SP:Iteration 7Q (70813.750000 sec): 3 clusters
  Score: Raw -837891.866915 + Penalty 2919.128222 = -834972.738693
  nChanged 309
		SP:Iteration 8Q (70813.910000 sec): 3 clusters
  Score: Raw -838090.484521 + Penalty 2919.128222 = -835171.356299
  nChanged 227
		SP:Iteration 9Q (70814.070000 sec): 3 clusters
  Score: Raw -838243.984088 + Penalty 2919.128222 = -835324.855866
  nChanged 194
		SP:Iteration 10Q (70814.250000 sec): 3 clusters
  Score: Raw -838389.491537 + Penalty 2919.128222 = -835470.363315
  nChanged 165
		SP:Iteration 11Q (70814.410000 sec): 3 clusters
  Score: Raw -838518.632951 + Penalty 2919.128222 = -835599.504729
  nChanged 138
		SP:Iteration 12Q (70814.620000 sec): 3 clusters
  Score: Raw -838625.542379 + Penalty 2919.128222 = -835706.414157
  nChanged 115
		SP:Iteration 13Q (70814.850000 sec): 3 clusters
  Score: Raw -838710.434265 + Penalty 2919.128222 = -835791.306043
  nChanged 84
		SP:Iteration 14Q (70815.030000 sec): 3 clusters
  Score: Raw -838764.836809 + Penalty 2919.128222 = -835845.708587
  nChanged 59
		SP:Iteration 15Q (70815.250000 sec): 3 clusters
  Score: Raw -838800.435800 + Penalty 2919.128222 = -835881.307578
  nChanged 38
		SP:Iteration 16Q (70815.410000 sec): 3 clusters
  Score: Raw -838815.809413 + Penalty 2919.128222 = -835896.681190
  nChanged 31
		SP:Iteration 17Q (70815.630000 sec): 3 clusters
  Score: Raw -838834.168267 + Penalty 2919.128222 = -835915.040045
  nChanged 32
		SP:Iteration 18Q (70815.780000 sec): 3 clusters
  Score: Raw -838851.149859 + Penalty 2919.128222 = -835932.021637
  nChanged 25
		SP:Iteration 19Q (70815.940000 sec): 3 clusters
  Score: Raw -838863.241638 + Penalty 2919.128222 = -835944.113416
  nChanged 17
		SP:Iteration 20F (70816.170000 sec): 3 clusters
  Score: Raw -838870.764625 + Penalty 2919.128222 = -835951.636403
  nChanged 11
		SP:Iteration 21Q (70816.330000 sec): 3 clusters
  Score: Raw -838876.941476 + Penalty 2919.128222 = -835957.813254
  nChanged 8
		SP:Iteration 22Q (70816.560000 sec): 3 clusters
  Score: Raw -838881.317785 + Penalty 2919.128222 = -835962.189563
  nChanged 6
		SP:Iteration 23Q (70816.720000 sec): 3 clusters
  Score: Raw -838883.354861 + Penalty 2919.128222 = -835964.226639
  nChanged 5
		SP:Iteration 24Q (70816.920000 sec): 3 clusters
  Score: Raw -838885.146157 + Penalty 2919.128222 = -835966.017935
  nChanged 3
		SP:Iteration 25Q (70817.090000 sec): 3 clusters
  Score: Raw -838885.807223 + Penalty 2919.128222 = -835966.679001
  nChanged 2
		SP:Iteration 26Q (70817.280000 sec): 3 clusters
  Score: Raw -838887.587864 + Penalty 2919.128222 = -835968.459642
  nChanged 6
		SP:Iteration 27Q (70817.460000 sec): 3 clusters
  Score: Raw -838890.006606 + Penalty 2919.128222 = -835970.878383
  nChanged 5
		SP:Iteration 28Q (70817.680000 sec): 3 clusters
  Score: Raw -838892.117168 + Penalty 2919.128222 = -835972.988946
  nChanged 4
		SP:Iteration 29Q (70817.910000 sec): 3 clusters
  Score: Raw -838893.682823 + Penalty 2919.128222 = -835974.554601
  nChanged 3
		SP:Iteration 30Q (70818.060000 sec): 3 clusters
  Score: Raw -838894.322983 + Penalty 2919.128222 = -835975.194761
  nChanged 0
		SP:Iteration 31F (70818.240000 sec): 3 clusters
  Score: Raw -838894.322983 + Penalty 2919.128222 = -835975.194761
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70818.440000 sec): 2 clusters
  Score: Raw -1584193.742534 + Penalty 1566.263557 = -1582627.478977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70818.630000 sec): 3 clusters
  Score: Raw -1575112.463566 + Penalty 3132.527114 = -1571979.936452
  nChanged 6846
		SP:Iteration 1F (70818.900000 sec): 3 clusters
  Score: Raw -1579255.669682 + Penalty 3132.527114 = -1576123.142567
  nChanged 1161
		SP:Iteration 2F (70819.190000 sec): 3 clusters
  Score: Raw -1580085.072652 + Penalty 3132.527114 = -1576952.545538
  nChanged 1161
		SP:Iteration 3F (70819.510000 sec): 3 clusters
  Score: Raw -1580906.023452 + Penalty 3132.527114 = -1577773.496337
  nChanged 1059
		SP:Iteration 4F (70819.810000 sec): 3 clusters
  Score: Raw -1581576.777319 + Penalty 3132.527114 = -1578444.250205
  nChanged 861
		SP:Iteration 5F (70820.080000 sec): 3 clusters
  Score: Raw -1582026.223137 + Penalty 3132.527114 = -1578893.696023
  nChanged 636
		SP:Iteration 6Q (70820.350000 sec): 3 clusters
  Score: Raw -1582297.072225 + Penalty 3132.527114 = -1579164.545111
  nChanged 488
		SP:Iteration 7Q (70820.620000 sec): 3 clusters
  Score: Raw -1582472.637279 + Penalty 3132.527114 = -1579340.110165
  nChanged 394
		SP:Iteration 8Q (70820.930000 sec): 3 clusters
  Score: Raw -1582627.981774 + Penalty 3132.527114 = -1579495.454659
  nChanged 373
		SP:Iteration 9Q (70821.210000 sec): 3 clusters
  Score: Raw -1582783.694209 + Penalty 3132.527114 = -1579651.167094
  nChanged 355
		SP:Iteration 10Q (70821.520000 sec): 3 clusters
  Score: Raw -1582929.945586 + Penalty 3132.527114 = -1579797.418472
  nChanged 346
		SP:Iteration 11Q (70821.740000 sec): 3 clusters
  Score: Raw -1583068.570520 + Penalty 3132.527114 = -1579936.043406
  nChanged 303
		SP:Iteration 12Q (70822.050000 sec): 3 clusters
  Score: Raw -1583176.584761 + Penalty 3132.527114 = -1580044.057647
  nChanged 247
		SP:Iteration 13Q (70822.280000 sec): 3 clusters
  Score: Raw -1583274.484275 + Penalty 3132.527114 = -1580141.957161
  nChanged 261
		SP:Iteration 14Q (70822.580000 sec): 3 clusters
  Score: Raw -1583393.622315 + Penalty 3132.527114 = -1580261.095201
  nChanged 254
		SP:Iteration 15Q (70822.840000 sec): 3 clusters
  Score: Raw -1583485.884875 + Penalty 3132.527114 = -1580353.357761
  nChanged 218
		SP:Iteration 16Q (70823.140000 sec): 3 clusters
  Score: Raw -1583557.559676 + Penalty 3132.527114 = -1580425.032562
  nChanged 174
		SP:Iteration 17Q (70823.380000 sec): 3 clusters
  Score: Raw -1583610.073833 + Penalty 3132.527114 = -1580477.546719
  nChanged 149
		SP:Iteration 18Q (70823.600000 sec): 3 clusters
  Score: Raw -1583650.695059 + Penalty 3132.527114 = -1580518.167944
  nChanged 135
		SP:Iteration 19Q (70823.820000 sec): 3 clusters
  Score: Raw -1583687.626329 + Penalty 3132.527114 = -1580555.099215
  nChanged 122
		SP:Iteration 20F (70824.110000 sec): 3 clusters
  Score: Raw -1583725.319801 + Penalty 3132.527114 = -1580592.792686
  nChanged 121
		SP:Iteration 21Q (70824.320000 sec): 3 clusters
  Score: Raw -1583756.341603 + Penalty 3132.527114 = -1580623.814488
  nChanged 121
		SP:Iteration 22Q (70824.560000 sec): 3 clusters
  Score: Raw -1583786.613029 + Penalty 3132.527114 = -1580654.085914
  nChanged 117
		SP:Iteration 23Q (70824.840000 sec): 3 clusters
  Score: Raw -1583815.771848 + Penalty 3132.527114 = -1580683.244734
  nChanged 114
		SP:Iteration 24Q (70825.090000 sec): 3 clusters
  Score: Raw -1583846.677842 + Penalty 3132.527114 = -1580714.150727
  nChanged 120
		SP:Iteration 25Q (70825.390000 sec): 3 clusters
  Score: Raw -1583878.126559 + Penalty 3132.527114 = -1580745.599445
  nChanged 105
		SP:Iteration 26Q (70825.660000 sec): 3 clusters
  Score: Raw -1583907.167126 + Penalty 3132.527114 = -1580774.640012
  nChanged 103
		SP:Iteration 27Q (70825.930000 sec): 3 clusters
  Score: Raw -1583935.624169 + Penalty 3132.527114 = -1580803.097054
  nChanged 103
		SP:Iteration 28Q (70826.160000 sec): 3 clusters
  Score: Raw -1583959.686478 + Penalty 3132.527114 = -1580827.159363
  nChanged 81
		SP:Iteration 29Q (70826.410000 sec): 3 clusters
  Score: Raw -1583979.274199 + Penalty 3132.527114 = -1580846.747085
  nChanged 100
		SP:Iteration 30Q (70826.610000 sec): 3 clusters
  Score: Raw -1584001.781379 + Penalty 3132.527114 = -1580869.254264
  nChanged 90
		SP:Iteration 31Q (70826.820000 sec): 3 clusters
  Score: Raw -1584022.856347 + Penalty 3132.527114 = -1580890.329233
  nChanged 95
		SP:Iteration 32Q (70827.090000 sec): 3 clusters
  Score: Raw -1584044.874004 + Penalty 3132.527114 = -1580912.346889
  nChanged 86
		SP:Iteration 33Q (70827.290000 sec): 3 clusters
  Score: Raw -1584068.133722 + Penalty 3132.527114 = -1580935.606608
  nChanged 99
		SP:Iteration 34Q (70827.560000 sec): 3 clusters
  Score: Raw -1584103.042649 + Penalty 3132.527114 = -1580970.515535
  nChanged 95
		SP:Iteration 35Q (70827.830000 sec): 3 clusters
  Score: Raw -1584132.034912 + Penalty 3132.527114 = -1580999.507798
  nChanged 97
		SP:Iteration 36Q (70828.020000 sec): 3 clusters
  Score: Raw -1584160.108315 + Penalty 3132.527114 = -1581027.581201
  nChanged 91
		SP:Iteration 37Q (70828.260000 sec): 3 clusters
  Score: Raw -1584185.712903 + Penalty 3132.527114 = -1581053.185789
  nChanged 82
		SP:Iteration 38Q (70828.530000 sec): 3 clusters
  Score: Raw -1584209.019520 + Penalty 3132.527114 = -1581076.492405
  nChanged 82
		SP:Iteration 39Q (70828.770000 sec): 3 clusters
  Score: Raw -1584232.378805 + Penalty 3132.527114 = -1581099.851691
  nChanged 87
		SP:Iteration 40F (70828.970000 sec): 3 clusters
  Score: Raw -1584258.802557 + Penalty 3132.527114 = -1581126.275443
  nChanged 82
		SP:Iteration 41Q (70829.190000 sec): 3 clusters
  Score: Raw -1584281.563712 + Penalty 3132.527114 = -1581149.036597
  nChanged 72
		SP:Iteration 42Q (70829.480000 sec): 3 clusters
  Score: Raw -1584298.897730 + Penalty 3132.527114 = -1581166.370616
  nChanged 66
		SP:Iteration 43Q (70829.720000 sec): 3 clusters
  Score: Raw -1584313.991000 + Penalty 3132.527114 = -1581181.463886
  nChanged 64
		SP:Iteration 44Q (70829.970000 sec): 3 clusters
  Score: Raw -1584329.296254 + Penalty 3132.527114 = -1581196.769140
  nChanged 66
		SP:Iteration 45Q (70830.210000 sec): 3 clusters
  Score: Raw -1584344.275968 + Penalty 3132.527114 = -1581211.748854
  nChanged 68
		SP:Iteration 46Q (70830.480000 sec): 3 clusters
  Score: Raw -1584360.362367 + Penalty 3132.527114 = -1581227.835252
  nChanged 53
		SP:Iteration 47Q (70830.710000 sec): 3 clusters
  Score: Raw -1584371.534529 + Penalty 3132.527114 = -1581239.007415
  nChanged 55
		SP:Iteration 48Q (70830.910000 sec): 3 clusters
  Score: Raw -1584382.287239 + Penalty 3132.527114 = -1581249.760125
  nChanged 40
		SP:Iteration 49Q (70831.180000 sec): 3 clusters
  Score: Raw -1584390.584468 + Penalty 3132.527114 = -1581258.057354
  nChanged 47
		SP:Iteration 50Q (70831.430000 sec): 3 clusters
  Score: Raw -1584401.885577 + Penalty 3132.527114 = -1581269.358463
  nChanged 33
		SP:Iteration 51Q (70831.640000 sec): 3 clusters
  Score: Raw -1584408.176064 + Penalty 3132.527114 = -1581275.648950
  nChanged 38
		SP:Iteration 52Q (70831.890000 sec): 3 clusters
  Score: Raw -1584414.791206 + Penalty 3132.527114 = -1581282.264092
  nChanged 41
		SP:Iteration 53Q (70832.110000 sec): 3 clusters
  Score: Raw -1584421.920687 + Penalty 3132.527114 = -1581289.393572
  nChanged 34
		SP:Iteration 54Q (70832.340000 sec): 3 clusters
  Score: Raw -1584428.053637 + Penalty 3132.527114 = -1581295.526523
  nChanged 26
		SP:Iteration 55Q (70832.630000 sec): 3 clusters
  Score: Raw -1584433.159195 + Penalty 3132.527114 = -1581300.632080
  nChanged 31
		SP:Iteration 56Q (70832.860000 sec): 3 clusters
  Score: Raw -1584438.805180 + Penalty 3132.527114 = -1581306.278066
  nChanged 22
		SP:Iteration 57Q (70833.120000 sec): 3 clusters
  Score: Raw -1584442.428022 + Penalty 3132.527114 = -1581309.900907
  nChanged 21
		SP:Iteration 58Q (70833.410000 sec): 3 clusters
  Score: Raw -1584445.581161 + Penalty 3132.527114 = -1581313.054047
  nChanged 15
		SP:Iteration 59Q (70833.640000 sec): 3 clusters
  Score: Raw -1584448.200222 + Penalty 3132.527114 = -1581315.673108
  nChanged 18
		SP:Iteration 60F (70833.930000 sec): 3 clusters
  Score: Raw -1584451.116600 + Penalty 3132.527114 = -1581318.589485
  nChanged 16
		SP:Iteration 61Q (70834.170000 sec): 3 clusters
  Score: Raw -1584454.609246 + Penalty 3132.527114 = -1581322.082132
  nChanged 15
		SP:Iteration 62Q (70834.430000 sec): 3 clusters
  Score: Raw -1584456.577802 + Penalty 3132.527114 = -1581324.050688
  nChanged 10
		SP:Iteration 63Q (70834.630000 sec): 3 clusters
  Score: Raw -1584457.562653 + Penalty 3132.527114 = -1581325.035539
  nChanged 10
		SP:Iteration 64Q (70834.840000 sec): 3 clusters
  Score: Raw -1584458.506558 + Penalty 3132.527114 = -1581325.979444
  nChanged 8
		SP:Iteration 65Q (70835.120000 sec): 3 clusters
  Score: Raw -1584459.487834 + Penalty 3132.527114 = -1581326.960720
  nChanged 6
		SP:Iteration 66Q (70835.380000 sec): 3 clusters
  Score: Raw -1584460.244655 + Penalty 3132.527114 = -1581327.717541
  nChanged 8
		SP:Iteration 67Q (70835.600000 sec): 3 clusters
  Score: Raw -1584461.286676 + Penalty 3132.527114 = -1581328.759562
  nChanged 9
		SP:Iteration 68Q (70835.850000 sec): 3 clusters
  Score: Raw -1584462.876982 + Penalty 3132.527114 = -1581330.349867
  nChanged 11
		SP:Iteration 69Q (70836.060000 sec): 3 clusters
  Score: Raw -1584464.518949 + Penalty 3132.527114 = -1581331.991835
  nChanged 20
		SP:Iteration 70Q (70836.320000 sec): 3 clusters
  Score: Raw -1584467.452090 + Penalty 3132.527114 = -1581334.924976
  nChanged 12
		SP:Iteration 71Q (70836.540000 sec): 3 clusters
  Score: Raw -1584469.718312 + Penalty 3132.527114 = -1581337.191197
  nChanged 15
		SP:Iteration 72Q (70836.730000 sec): 3 clusters
  Score: Raw -1584472.439234 + Penalty 3132.527114 = -1581339.912120
  nChanged 15
		SP:Iteration 73Q (70836.980000 sec): 3 clusters
  Score: Raw -1584474.916052 + Penalty 3132.527114 = -1581342.388937
  nChanged 17
		SP:Iteration 74Q (70837.260000 sec): 3 clusters
  Score: Raw -1584477.446834 + Penalty 3132.527114 = -1581344.919719
  nChanged 17
		SP:Iteration 75Q (70837.490000 sec): 3 clusters
  Score: Raw -1584479.614035 + Penalty 3132.527114 = -1581347.086921
  nChanged 13
		SP:Iteration 76Q (70837.760000 sec): 3 clusters
  Score: Raw -1584482.024030 + Penalty 3132.527114 = -1581349.496916
  nChanged 17
		SP:Iteration 77Q (70838.040000 sec): 3 clusters
  Score: Raw -1584484.606103 + Penalty 3132.527114 = -1581352.078989
  nChanged 13
		SP:Iteration 78Q (70838.290000 sec): 3 clusters
  Score: Raw -1584486.499563 + Penalty 3132.527114 = -1581353.972448
  nChanged 13
		SP:Iteration 79Q (70838.560000 sec): 3 clusters
  Score: Raw -1584488.370800 + Penalty 3132.527114 = -1581355.843686
  nChanged 16
		SP:Iteration 80F (70838.810000 sec): 3 clusters
  Score: Raw -1584491.000162 + Penalty 3132.527114 = -1581358.473048
  nChanged 15
		SP:Iteration 81Q (70839.030000 sec): 3 clusters
  Score: Raw -1584493.455156 + Penalty 3132.527114 = -1581360.928042
  nChanged 17
		SP:Iteration 82Q (70839.240000 sec): 3 clusters
  Score: Raw -1584496.246362 + Penalty 3132.527114 = -1581363.719248
  nChanged 13
		SP:Iteration 83Q (70839.480000 sec): 3 clusters
  Score: Raw -1584498.396448 + Penalty 3132.527114 = -1581365.869334
  nChanged 13
		SP:Iteration 84Q (70839.790000 sec): 3 clusters
  Score: Raw -1584500.992452 + Penalty 3132.527114 = -1581368.465338
  nChanged 16
		SP:Iteration 85Q (70840.020000 sec): 3 clusters
  Score: Raw -1584504.546291 + Penalty 3132.527114 = -1581372.019177
  nChanged 18
		SP:Iteration 86Q (70840.260000 sec): 3 clusters
  Score: Raw -1584507.780811 + Penalty 3132.527114 = -1581375.253697
  nChanged 16
		SP:Iteration 87Q (70840.550000 sec): 3 clusters
  Score: Raw -1584510.774074 + Penalty 3132.527114 = -1581378.246960
  nChanged 17
		SP:Iteration 88Q (70840.830000 sec): 3 clusters
  Score: Raw -1584513.693447 + Penalty 3132.527114 = -1581381.166332
  nChanged 10
		SP:Iteration 89Q (70841.060000 sec): 3 clusters
  Score: Raw -1584516.081551 + Penalty 3132.527114 = -1581383.554436
  nChanged 10
		SP:Iteration 90Q (70841.310000 sec): 3 clusters
  Score: Raw -1584517.958248 + Penalty 3132.527114 = -1581385.431134
  nChanged 11
		SP:Iteration 91Q (70841.560000 sec): 3 clusters
  Score: Raw -1584519.330319 + Penalty 3132.527114 = -1581386.803205
  nChanged 6
		SP:Iteration 92Q (70841.750000 sec): 3 clusters
  Score: Raw -1584520.339666 + Penalty 3132.527114 = -1581387.812552
  nChanged 7
		SP:Iteration 93Q (70842.020000 sec): 3 clusters
  Score: Raw -1584521.150677 + Penalty 3132.527114 = -1581388.623563
  nChanged 3
		SP:Iteration 94Q (70842.270000 sec): 3 clusters
  Score: Raw -1584521.459426 + Penalty 3132.527114 = -1581388.932312
  nChanged 3
		SP:Iteration 95Q (70842.550000 sec): 3 clusters
  Score: Raw -1584521.721302 + Penalty 3132.527114 = -1581389.194187
  nChanged 4
		SP:Iteration 96Q (70842.800000 sec): 3 clusters
  Score: Raw -1584522.155878 + Penalty 3132.527114 = -1581389.628764
  nChanged 1
		SP:Iteration 97Q (70843.050000 sec): 3 clusters
  Score: Raw -1584522.387993 + Penalty 3132.527114 = -1581389.860878
  nChanged 0
		SP:Iteration 98F (70843.440000 sec): 3 clusters
  Score: Raw -1584522.387993 + Penalty 3132.527114 = -1581389.860878
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70843.560000 sec): 2 clusters
  Score: Raw -177892.668388 + Penalty 1226.811489 = -176665.856899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70843.700000 sec): 3 clusters
  Score: Raw -177145.304559 + Penalty 2453.622979 = -174691.681580
  nChanged 689
		SP:Iteration 1F (70843.830000 sec): 3 clusters
  Score: Raw -177712.161543 + Penalty 2453.622979 = -175258.538564
  nChanged 164
		SP:Iteration 2F (70843.970000 sec): 3 clusters
  Score: Raw -177895.474049 + Penalty 2453.622979 = -175441.851070
  nChanged 102
		SP:Iteration 3F (70844.120000 sec): 3 clusters
  Score: Raw -178009.058733 + Penalty 2453.622979 = -175555.435755
  nChanged 98
		SP:Iteration 4F (70844.260000 sec): 3 clusters
  Score: Raw -178106.639459 + Penalty 2453.622979 = -175653.016480
  nChanged 79
		SP:Iteration 5Q (70844.400000 sec): 3 clusters
  Score: Raw -178187.371338 + Penalty 2453.622979 = -175733.748359
  nChanged 75
		SP:Iteration 6Q (70844.530000 sec): 3 clusters
  Score: Raw -178270.012553 + Penalty 2453.622979 = -175816.389575
  nChanged 72
		SP:Iteration 7Q (70844.670000 sec): 3 clusters
  Score: Raw -178340.149877 + Penalty 2453.622979 = -175886.526898
  nChanged 74
		SP:Iteration 8Q (70844.820000 sec): 3 clusters
  Score: Raw -178422.881262 + Penalty 2453.622979 = -175969.258283
  nChanged 68
		SP:Iteration 9Q (70844.960000 sec): 3 clusters
  Score: Raw -178500.859218 + Penalty 2453.622979 = -176047.236239
  nChanged 54
		SP:Iteration 10Q (70845.150000 sec): 3 clusters
  Score: Raw -178553.747006 + Penalty 2453.622979 = -176100.124028
  nChanged 38
		SP:Iteration 11Q (70845.280000 sec): 3 clusters
  Score: Raw -178587.320456 + Penalty 2453.622979 = -176133.697477
  nChanged 29
		SP:Iteration 12Q (70845.420000 sec): 3 clusters
  Score: Raw -178614.527657 + Penalty 2453.622979 = -176160.904678
  nChanged 19
		SP:Iteration 13Q (70845.580000 sec): 3 clusters
  Score: Raw -178625.566145 + Penalty 2453.622979 = -176171.943166
  nChanged 19
		SP:Iteration 14Q (70845.740000 sec): 3 clusters
  Score: Raw -178638.872932 + Penalty 2453.622979 = -176185.249954
  nChanged 14
		SP:Iteration 15Q (70845.920000 sec): 3 clusters
  Score: Raw -178651.959075 + Penalty 2453.622979 = -176198.336096
  nChanged 16
		SP:Iteration 16Q (70846.110000 sec): 3 clusters
  Score: Raw -178661.761341 + Penalty 2453.622979 = -176208.138362
  nChanged 5
		SP:Iteration 17Q (70846.270000 sec): 3 clusters
  Score: Raw -178663.838390 + Penalty 2453.622979 = -176210.215411
  nChanged 2
		SP:Iteration 18Q (70846.440000 sec): 3 clusters
  Score: Raw -178665.424199 + Penalty 2453.622979 = -176211.801220
  nChanged 1
		SP:Iteration 19Q (70846.610000 sec): 3 clusters
  Score: Raw -178666.071079 + Penalty 2453.622979 = -176212.448100
  nChanged 2
		SP:Iteration 20F (70846.760000 sec): 3 clusters
  Score: Raw -178666.686794 + Penalty 2453.622979 = -176213.063815
  nChanged 2
		SP:Iteration 21Q (70846.920000 sec): 3 clusters
  Score: Raw -178667.227808 + Penalty 2453.622979 = -176213.604829
  nChanged 0
		SP:Iteration 22F (70847.060000 sec): 3 clusters
  Score: Raw -178667.227808 + Penalty 2453.622979 = -176213.604829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70847.160000 sec): 2 clusters
  Score: Raw -121502.821866 + Penalty 1145.362791 = -120357.459074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70847.260000 sec): 3 clusters
  Score: Raw -121129.039336 + Penalty 2290.725583 = -118838.313753
  nChanged 348
		SP:Iteration 1F (70847.400000 sec): 3 clusters
  Score: Raw -121457.717079 + Penalty 2290.725583 = -119166.991496
  nChanged 92
		SP:Iteration 2F (70847.550000 sec): 3 clusters
  Score: Raw -121575.937147 + Penalty 2290.725583 = -119285.211564
  nChanged 74
		SP:Iteration 3F (70847.680000 sec): 3 clusters
  Score: Raw -121679.295883 + Penalty 2290.725583 = -119388.570300
  nChanged 69
		SP:Iteration 4F (70847.830000 sec): 3 clusters
  Score: Raw -121766.759425 + Penalty 2290.725583 = -119476.033842
  nChanged 45
		SP:Iteration 5Q (70847.970000 sec): 3 clusters
  Score: Raw -121841.938464 + Penalty 2290.725583 = -119551.212881
  nChanged 44
		SP:Iteration 6Q (70848.130000 sec): 3 clusters
  Score: Raw -121908.504221 + Penalty 2290.725583 = -119617.778639
  nChanged 40
		SP:Iteration 7Q (70848.280000 sec): 3 clusters
  Score: Raw -121954.616834 + Penalty 2290.725583 = -119663.891251
  nChanged 35
		SP:Iteration 8Q (70848.420000 sec): 3 clusters
  Score: Raw -121998.486759 + Penalty 2290.725583 = -119707.761176
  nChanged 33
		SP:Iteration 9Q (70848.580000 sec): 3 clusters
  Score: Raw -122035.732393 + Penalty 2290.725583 = -119745.006810
  nChanged 29
		SP:Iteration 10Q (70848.770000 sec): 3 clusters
  Score: Raw -122077.267763 + Penalty 2290.725583 = -119786.542180
  nChanged 24
		SP:Iteration 11Q (70848.910000 sec): 3 clusters
  Score: Raw -122119.510872 + Penalty 2290.725583 = -119828.785289
  nChanged 23
		SP:Iteration 12Q (70849.070000 sec): 3 clusters
  Score: Raw -122152.730361 + Penalty 2290.725583 = -119862.004778
  nChanged 16
		SP:Iteration 13Q (70849.190000 sec): 3 clusters
  Score: Raw -122169.972719 + Penalty 2290.725583 = -119879.247136
  nChanged 10
		SP:Iteration 14Q (70849.330000 sec): 3 clusters
  Score: Raw -122183.216032 + Penalty 2290.725583 = -119892.490449
  nChanged 10
		SP:Iteration 15Q (70849.470000 sec): 3 clusters
  Score: Raw -122206.540220 + Penalty 2290.725583 = -119915.814637
  nChanged 9
		SP:Iteration 16Q (70849.610000 sec): 3 clusters
  Score: Raw -122216.176653 + Penalty 2290.725583 = -119925.451071
  nChanged 1
		SP:Iteration 17Q (70849.760000 sec): 3 clusters
  Score: Raw -122217.720774 + Penalty 2290.725583 = -119926.995191
  nChanged 3
		SP:Iteration 18Q (70849.880000 sec): 3 clusters
  Score: Raw -122223.067209 + Penalty 2290.725583 = -119932.341626
  nChanged 2
		SP:Iteration 19Q (70850.010000 sec): 3 clusters
  Score: Raw -122224.892338 + Penalty 2290.725583 = -119934.166756
  nChanged 1
		SP:Iteration 20F (70850.140000 sec): 3 clusters
  Score: Raw -122225.239057 + Penalty 2290.725583 = -119934.513475
  nChanged 1
		SP:Iteration 21Q (70850.260000 sec): 3 clusters
  Score: Raw -122225.760249 + Penalty 2290.725583 = -119935.034666
  nChanged 0
		SP:Iteration 22F (70850.390000 sec): 3 clusters
  Score: Raw -122225.760249 + Penalty 2290.725583 = -119935.034666
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70850.470000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70850.610000 sec): 3 clusters
  Score: Raw -120787.863846 + Penalty 2288.743006 = -118499.120840
  nChanged 374
		SP:Iteration 1F (70850.750000 sec): 3 clusters
  Score: Raw -121119.641554 + Penalty 2288.743006 = -118830.898548
  nChanged 88
		SP:Iteration 2F (70850.890000 sec): 3 clusters
  Score: Raw -121205.979211 + Penalty 2288.743006 = -118917.236206
  nChanged 52
		SP:Iteration 3Q (70851.010000 sec): 3 clusters
  Score: Raw -121271.456050 + Penalty 2288.743006 = -118982.713044
  nChanged 44
		SP:Iteration 4Q (70851.180000 sec): 3 clusters
  Score: Raw -121328.887350 + Penalty 2288.743006 = -119040.144344
  nChanged 39
		SP:Iteration 5Q (70851.300000 sec): 3 clusters
  Score: Raw -121372.233272 + Penalty 2288.743006 = -119083.490267
  nChanged 30
		SP:Iteration 6Q (70851.430000 sec): 3 clusters
  Score: Raw -121401.824166 + Penalty 2288.743006 = -119113.081161
  nChanged 24
		SP:Iteration 7Q (70851.560000 sec): 3 clusters
  Score: Raw -121425.050070 + Penalty 2288.743006 = -119136.307064
  nChanged 18
		SP:Iteration 8Q (70851.690000 sec): 3 clusters
  Score: Raw -121444.122568 + Penalty 2288.743006 = -119155.379562
  nChanged 23
		SP:Iteration 9Q (70851.810000 sec): 3 clusters
  Score: Raw -121467.379609 + Penalty 2288.743006 = -119178.636603
  nChanged 22
		SP:Iteration 10Q (70851.940000 sec): 3 clusters
  Score: Raw -121481.195466 + Penalty 2288.743006 = -119192.452460
  nChanged 16
		SP:Iteration 11Q (70852.070000 sec): 3 clusters
  Score: Raw -121504.531083 + Penalty 2288.743006 = -119215.788078
  nChanged 15
		SP:Iteration 12Q (70852.200000 sec): 3 clusters
  Score: Raw -121517.204765 + Penalty 2288.743006 = -119228.461759
  nChanged 10
		SP:Iteration 13Q (70852.330000 sec): 3 clusters
  Score: Raw -121526.152138 + Penalty 2288.743006 = -119237.409132
  nChanged 10
		SP:Iteration 14Q (70852.450000 sec): 3 clusters
  Score: Raw -121535.318348 + Penalty 2288.743006 = -119246.575343
  nChanged 9
		SP:Iteration 15Q (70852.570000 sec): 3 clusters
  Score: Raw -121540.610240 + Penalty 2288.743006 = -119251.867234
  nChanged 4
		SP:Iteration 16Q (70852.760000 sec): 3 clusters
  Score: Raw -121546.662613 + Penalty 2288.743006 = -119257.919607
  nChanged 3
		SP:Iteration 17Q (70852.900000 sec): 3 clusters
  Score: Raw -121548.248912 + Penalty 2288.743006 = -119259.505906
  nChanged 1
		SP:Iteration 18Q (70853.070000 sec): 3 clusters
  Score: Raw -121548.733683 + Penalty 2288.743006 = -119259.990677
  nChanged 2
		SP:Iteration 19Q (70853.170000 sec): 3 clusters
  Score: Raw -121550.725641 + Penalty 2288.743006 = -119261.982635
  nChanged 2
		SP:Iteration 20F (70853.300000 sec): 3 clusters
  Score: Raw -121552.050598 + Penalty 2288.743006 = -119263.307592
  nChanged 4
		SP:Iteration 21Q (70853.430000 sec): 3 clusters
  Score: Raw -121554.717680 + Penalty 2288.743006 = -119265.974674
  nChanged 1
		SP:Iteration 22Q (70853.540000 sec): 3 clusters
  Score: Raw -121555.071415 + Penalty 2288.743006 = -119266.328409
  nChanged 0
		SP:Iteration 23F (70853.660000 sec): 3 clusters
  Score: Raw -121555.071415 + Penalty 2288.743006 = -119266.328409
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70853.710000 sec): 2 clusters
  Score: Raw -26877.302124 + Penalty 909.743568 = -25967.558556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70853.850000 sec): 3 clusters
  Score: Raw -26971.730873 + Penalty 1819.487137 = -25152.243736
  nChanged 50
		SP:Iteration 1F (70853.980000 sec): 3 clusters
  Score: Raw -27073.921369 + Penalty 1819.487137 = -25254.434232
  nChanged 15
		SP:Iteration 2F (70854.110000 sec): 3 clusters
  Score: Raw -27130.017532 + Penalty 1819.487137 = -25310.530395
  nChanged 15
		SP:Iteration 3F (70854.240000 sec): 3 clusters
  Score: Raw -27262.454304 + Penalty 1819.487137 = -25442.967167
  nChanged 22
		SP:Iteration 4F (70854.370000 sec): 3 clusters
  Score: Raw -27456.494360 + Penalty 1819.487137 = -25637.007223
  nChanged 18
		SP:Iteration 5F (70854.510000 sec): 3 clusters
  Score: Raw -27644.187889 + Penalty 1819.487137 = -25824.700753
  nChanged 15
		SP:Iteration 6F (70854.610000 sec): 3 clusters
  Score: Raw -27730.542925 + Penalty 1819.487137 = -25911.055788
  nChanged 4
		SP:Iteration 7Q (70854.730000 sec): 3 clusters
  Score: Raw -27818.467191 + Penalty 1819.487137 = -25998.980054
  nChanged 1
		SP:Iteration 8Q (70854.840000 sec): 3 clusters
  Score: Raw -27822.071355 + Penalty 1819.487137 = -26002.584219
  nChanged 0
		SP:Iteration 9F (70854.940000 sec): 3 clusters
  Score: Raw -27822.071355 + Penalty 1819.487137 = -26002.584219
  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 9.11 GB.

 Trying to split cluster 77 (357892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70857.130000 sec): 2 clusters
  Score: Raw -38714110.042101 + Penalty 2078.047813 = -38712031.994287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70860.390000 sec): 3 clusters
  Score: Raw -38474230.152569 + Penalty 4156.095627 = -38470074.056943
  nChanged 174701
		SP:Iteration 1F (70863.420000 sec): 3 clusters
  Score: Raw -38584161.216776 + Penalty 4156.095627 = -38580005.121149
  nChanged 17552
		SP:Iteration 2Q (70866.710000 sec): 3 clusters
  Score: Raw -38592149.366852 + Penalty 4156.095627 = -38587993.271225
  nChanged 23588
		SP:Iteration 3F (70869.880000 sec): 3 clusters
  Score: Raw -38606909.318111 + Penalty 4156.095627 = -38602753.222484
  nChanged 30032
		SP:Iteration 4F (70872.940000 sec): 3 clusters
  Score: Raw -38631529.357425 + Penalty 4156.095627 = -38627373.261798
  nChanged 32745
		SP:Iteration 5F (70875.750000 sec): 3 clusters
  Score: Raw -38663272.357474 + Penalty 4156.095627 = -38659116.261847
  nChanged 26786
		SP:Iteration 6F (70878.690000 sec): 3 clusters
  Score: Raw -38690620.201044 + Penalty 4156.095627 = -38686464.105418
  nChanged 15480
		SP:Iteration 7Q (70881.840000 sec): 3 clusters
  Score: Raw -38705717.306874 + Penalty 4156.095627 = -38701561.211247
  nChanged 6608
		SP:Iteration 8Q (70884.660000 sec): 3 clusters
  Score: Raw -38711547.697121 + Penalty 4156.095627 = -38707391.601494
  nChanged 2409
		SP:Iteration 9Q (70887.350000 sec): 3 clusters
  Score: Raw -38713496.659144 + Penalty 4156.095627 = -38709340.563517
  nChanged 853
		SP:Iteration 10Q (70890.000000 sec): 3 clusters
  Score: Raw -38714117.569009 + Penalty 4156.095627 = -38709961.473382
  nChanged 342
		SP:Iteration 11Q (70892.770000 sec): 3 clusters
  Score: Raw -38714357.809280 + Penalty 4156.095627 = -38710201.713653
  nChanged 185
		SP:Iteration 12Q (70895.310000 sec): 3 clusters
  Score: Raw -38714481.479182 + Penalty 4156.095627 = -38710325.383555
  nChanged 98
		SP:Iteration 13Q (70897.890000 sec): 3 clusters
  Score: Raw -38714552.663618 + Penalty 4156.095627 = -38710396.567991
  nChanged 75
		SP:Iteration 14Q (70900.010000 sec): 3 clusters
  Score: Raw -38714595.815267 + Penalty 4156.095627 = -38710439.719640
  nChanged 55
		SP:Iteration 15Q (70902.720000 sec): 3 clusters
  Score: Raw -38714641.556130 + Penalty 4156.095627 = -38710485.460503
  nChanged 59
		SP:Iteration 16Q (70905.290000 sec): 3 clusters
  Score: Raw -38714692.207654 + Penalty 4156.095627 = -38710536.112027
  nChanged 75
		SP:Iteration 17Q (70907.840000 sec): 3 clusters
  Score: Raw -38714803.324567 + Penalty 4156.095627 = -38710647.228940
  nChanged 92
		SP:Iteration 18Q (70910.420000 sec): 3 clusters
  Score: Raw -38714928.172705 + Penalty 4156.095627 = -38710772.077078
  nChanged 105
		SP:Iteration 19Q (70913.050000 sec): 3 clusters
  Score: Raw -38715025.632365 + Penalty 4156.095627 = -38710869.536738
  nChanged 82
		SP:Iteration 20F (70916.160000 sec): 3 clusters
  Score: Raw -38715096.123637 + Penalty 4156.095627 = -38710940.028010
  nChanged 75
		SP:Iteration 21Q (70918.950000 sec): 3 clusters
  Score: Raw -38715153.863716 + Penalty 4156.095627 = -38710997.768090
  nChanged 66
		SP:Iteration 22Q (70921.580000 sec): 3 clusters
  Score: Raw -38715197.185328 + Penalty 4156.095627 = -38711041.089702
  nChanged 61
		SP:Iteration 23Q (70924.320000 sec): 3 clusters
  Score: Raw -38715231.011701 + Penalty 4156.095627 = -38711074.916074
  nChanged 52
		SP:Iteration 24Q (70926.690000 sec): 3 clusters
  Score: Raw -38715257.645717 + Penalty 4156.095627 = -38711101.550090
  nChanged 51
		SP:Iteration 25Q (70928.940000 sec): 3 clusters
  Score: Raw -38715276.890403 + Penalty 4156.095627 = -38711120.794776
  nChanged 32
		SP:Iteration 26Q (70931.480000 sec): 3 clusters
  Score: Raw -38715289.649680 + Penalty 4156.095627 = -38711133.554053
  nChanged 25
		SP:Iteration 27Q (70934.020000 sec): 3 clusters
  Score: Raw -38715298.967353 + Penalty 4156.095627 = -38711142.871727
  nChanged 33
		SP:Iteration 28Q (70936.500000 sec): 3 clusters
  Score: Raw -38715310.938648 + Penalty 4156.095627 = -38711154.843021
  nChanged 26
		SP:Iteration 29Q (70938.950000 sec): 3 clusters
  Score: Raw -38715317.958886 + Penalty 4156.095627 = -38711161.863259
  nChanged 11
		SP:Iteration 30Q (70941.340000 sec): 3 clusters
  Score: Raw -38715320.028869 + Penalty 4156.095627 = -38711163.933242
  nChanged 7
		SP:Iteration 31Q (70943.560000 sec): 3 clusters
  Score: Raw -38715321.523373 + Penalty 4156.095627 = -38711165.427746
  nChanged 5
		SP:Iteration 32Q (70946.050000 sec): 3 clusters
  Score: Raw -38715322.732659 + Penalty 4156.095627 = -38711166.637032
  nChanged 7
		SP:Iteration 33Q (70948.600000 sec): 3 clusters
  Score: Raw -38715324.032988 + Penalty 4156.095627 = -38711167.937361
  nChanged 4
		SP:Iteration 34Q (70950.960000 sec): 3 clusters
  Score: Raw -38715325.054400 + Penalty 4156.095627 = -38711168.958774
  nChanged 5
		SP:Iteration 35Q (70953.150000 sec): 3 clusters
  Score: Raw -38715326.044907 + Penalty 4156.095627 = -38711169.949281
  nChanged 2
		SP:Iteration 36Q (70955.510000 sec): 3 clusters
  Score: Raw -38715326.409081 + Penalty 4156.095627 = -38711170.313454
  nChanged 1
		SP:Iteration 37Q (70957.910000 sec): 3 clusters
  Score: Raw -38715326.558940 + Penalty 4156.095627 = -38711170.463313
  nChanged 3
		SP:Iteration 38Q (70960.260000 sec): 3 clusters
  Score: Raw -38715327.036622 + Penalty 4156.095627 = -38711170.940996
  nChanged 2
		SP:Iteration 39Q (70962.530000 sec): 3 clusters
  Score: Raw -38715327.365999 + Penalty 4156.095627 = -38711171.270373
  nChanged 3
		SP:Iteration 40F (70965.220000 sec): 3 clusters
  Score: Raw -38715327.715912 + Penalty 4156.095627 = -38711171.620285
  nChanged 2
		SP:Iteration 41Q (70967.510000 sec): 3 clusters
  Score: Raw -38715328.022660 + Penalty 4156.095627 = -38711171.927033
  nChanged 1
		SP:Iteration 42Q (70969.590000 sec): 3 clusters
  Score: Raw -38715328.176811 + Penalty 4156.095627 = -38711172.081184
  nChanged 2
		SP:Iteration 43Q (70971.690000 sec): 3 clusters
  Score: Raw -38715328.712152 + Penalty 4156.095627 = -38711172.616525
  nChanged 2
		SP:Iteration 44Q (70973.770000 sec): 3 clusters
  Score: Raw -38715329.068437 + Penalty 4156.095627 = -38711172.972810
  nChanged 2
		SP:Iteration 45Q (70975.850000 sec): 3 clusters
  Score: Raw -38715329.528229 + Penalty 4156.095627 = -38711173.432603
  nChanged 1
		SP:Iteration 46Q (70977.870000 sec): 3 clusters
  Score: Raw -38715329.648431 + Penalty 4156.095627 = -38711173.552804
  nChanged 1
		SP:Iteration 47Q (70979.740000 sec): 3 clusters
  Score: Raw -38715329.809791 + Penalty 4156.095627 = -38711173.714165
  nChanged 1
		SP:Iteration 48Q (70981.860000 sec): 3 clusters
  Score: Raw -38715330.079393 + Penalty 4156.095627 = -38711173.983766
  nChanged 0
		SP:Iteration 49F (70984.010000 sec): 3 clusters
  Score: Raw -38715330.079393 + Penalty 4156.095627 = -38711173.983766
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70984.290000 sec): 2 clusters
  Score: Raw -55325.727880 + Penalty 1011.812209 = -54313.915671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70984.440000 sec): 3 clusters
  Score: Raw -55258.466840 + Penalty 2023.624418 = -53234.842422
  nChanged 106
		SP:Iteration 1F (70984.590000 sec): 3 clusters
  Score: Raw -55402.687917 + Penalty 2023.624418 = -53379.063500
  nChanged 22
		SP:Iteration 2Q (70984.790000 sec): 3 clusters
  Score: Raw -55442.412978 + Penalty 2023.624418 = -53418.788560
  nChanged 9
		SP:Iteration 3Q (70984.950000 sec): 3 clusters
  Score: Raw -55456.272827 + Penalty 2023.624418 = -53432.648410
  nChanged 5
		SP:Iteration 4Q (70985.130000 sec): 3 clusters
  Score: Raw -55464.176734 + Penalty 2023.624418 = -53440.552316
  nChanged 2
		SP:Iteration 5Q (70985.300000 sec): 3 clusters
  Score: Raw -55465.986735 + Penalty 2023.624418 = -53442.362318
  nChanged 0
		SP:Iteration 6F (70985.480000 sec): 3 clusters
  Score: Raw -55465.986735 + Penalty 2023.624418 = -53442.362318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70985.580000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70985.800000 sec): 3 clusters
  Score: Raw -50099.458020 + Penalty 1994.058590 = -48105.399430
  nChanged 104
		SP:Iteration 1F (70985.930000 sec): 3 clusters
  Score: Raw -50254.723491 + Penalty 1994.058590 = -48260.664901
  nChanged 19
		SP:Iteration 2Q (70986.140000 sec): 3 clusters
  Score: Raw -50289.905438 + Penalty 1994.058590 = -48295.846848
  nChanged 9
		SP:Iteration 3Q (70986.260000 sec): 3 clusters
  Score: Raw -50301.050912 + Penalty 1994.058590 = -48306.992322
  nChanged 6
		SP:Iteration 4Q (70986.440000 sec): 3 clusters
  Score: Raw -50311.710701 + Penalty 1994.058590 = -48317.652112
  nChanged 4
		SP:Iteration 5Q (70986.580000 sec): 3 clusters
  Score: Raw -50319.553081 + Penalty 1994.058590 = -48325.494492
  nChanged 6
		SP:Iteration 6Q (70986.770000 sec): 3 clusters
  Score: Raw -50332.367940 + Penalty 1994.058590 = -48338.309351
  nChanged 3
		SP:Iteration 7Q (70986.930000 sec): 3 clusters
  Score: Raw -50340.346455 + Penalty 1994.058590 = -48346.287865
  nChanged 3
		SP:Iteration 8Q (70987.120000 sec): 3 clusters
  Score: Raw -50344.864893 + Penalty 1994.058590 = -48350.806304
  nChanged 2
		SP:Iteration 9Q (70987.290000 sec): 3 clusters
  Score: Raw -50349.162413 + Penalty 1994.058590 = -48355.103824
  nChanged 0
		SP:Iteration 10F (70987.440000 sec): 3 clusters
  Score: Raw -50349.162413 + Penalty 1994.058590 = -48355.103824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70987.570000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70987.690000 sec): 3 clusters
  Score: Raw -283442.645811 + Penalty 2564.195969 = -280878.449842
  nChanged 1019
		SP:Iteration 1F (70987.860000 sec): 3 clusters
  Score: Raw -283998.116796 + Penalty 2564.195969 = -281433.920827
  nChanged 213
		SP:Iteration 2F (70988.050000 sec): 3 clusters
  Score: Raw -284131.290687 + Penalty 2564.195969 = -281567.094718
  nChanged 132
		SP:Iteration 3Q (70988.260000 sec): 3 clusters
  Score: Raw -284192.429711 + Penalty 2564.195969 = -281628.233742
  nChanged 82
		SP:Iteration 4Q (70988.430000 sec): 3 clusters
  Score: Raw -284232.133064 + Penalty 2564.195969 = -281667.937095
  nChanged 55
		SP:Iteration 5Q (70988.590000 sec): 3 clusters
  Score: Raw -284252.865145 + Penalty 2564.195969 = -281688.669176
  nChanged 39
		SP:Iteration 6Q (70988.760000 sec): 3 clusters
  Score: Raw -284273.383813 + Penalty 2564.195969 = -281709.187844
  nChanged 40
		SP:Iteration 7Q (70988.930000 sec): 3 clusters
  Score: Raw -284293.382962 + Penalty 2564.195969 = -281729.186993
  nChanged 38
		SP:Iteration 8Q (70989.130000 sec): 3 clusters
  Score: Raw -284315.301395 + Penalty 2564.195969 = -281751.105426
  nChanged 49
		SP:Iteration 9Q (70989.300000 sec): 3 clusters
  Score: Raw -284343.731205 + Penalty 2564.195969 = -281779.535236
  nChanged 54
		SP:Iteration 10Q (70989.480000 sec): 3 clusters
  Score: Raw -284372.850787 + Penalty 2564.195969 = -281808.654818
  nChanged 44
		SP:Iteration 11Q (70989.670000 sec): 3 clusters
  Score: Raw -284390.896101 + Penalty 2564.195969 = -281826.700132
  nChanged 31
		SP:Iteration 12Q (70989.830000 sec): 3 clusters
  Score: Raw -284406.338090 + Penalty 2564.195969 = -281842.142121
  nChanged 33
		SP:Iteration 13Q (70990.010000 sec): 3 clusters
  Score: Raw -284426.468436 + Penalty 2564.195969 = -281862.272467
  nChanged 41
		SP:Iteration 14Q (70990.180000 sec): 3 clusters
  Score: Raw -284446.656309 + Penalty 2564.195969 = -281882.460340
  nChanged 39
		SP:Iteration 15Q (70990.400000 sec): 3 clusters
  Score: Raw -284467.801532 + Penalty 2564.195969 = -281903.605563
  nChanged 44
		SP:Iteration 16Q (70990.510000 sec): 3 clusters
  Score: Raw -284497.231911 + Penalty 2564.195969 = -281933.035942
  nChanged 62
		SP:Iteration 17Q (70990.700000 sec): 3 clusters
  Score: Raw -284554.223075 + Penalty 2564.195969 = -281990.027105
  nChanged 69
		SP:Iteration 18Q (70990.880000 sec): 3 clusters
  Score: Raw -284612.459503 + Penalty 2564.195969 = -282048.263534
  nChanged 75
		SP:Iteration 19Q (70991.070000 sec): 3 clusters
  Score: Raw -284674.133199 + Penalty 2564.195969 = -282109.937229
  nChanged 92
		SP:Iteration 20F (70991.250000 sec): 3 clusters
  Score: Raw -284758.307095 + Penalty 2564.195969 = -282194.111126
  nChanged 111
		SP:Iteration 21Q (70991.420000 sec): 3 clusters
  Score: Raw -284858.113653 + Penalty 2564.195969 = -282293.917684
  nChanged 97
		SP:Iteration 22Q (70991.600000 sec): 3 clusters
  Score: Raw -284923.534752 + Penalty 2564.195969 = -282359.338782
  nChanged 67
		SP:Iteration 23Q (70991.790000 sec): 3 clusters
  Score: Raw -284971.492352 + Penalty 2564.195969 = -282407.296383
  nChanged 48
		SP:Iteration 24Q (70991.920000 sec): 3 clusters
  Score: Raw -284992.443360 + Penalty 2564.195969 = -282428.247391
  nChanged 37
		SP:Iteration 25Q (70992.130000 sec): 3 clusters
  Score: Raw -285014.520593 + Penalty 2564.195969 = -282450.324623
  nChanged 33
		SP:Iteration 26Q (70992.310000 sec): 3 clusters
  Score: Raw -285030.899713 + Penalty 2564.195969 = -282466.703744
  nChanged 28
		SP:Iteration 27Q (70992.480000 sec): 3 clusters
  Score: Raw -285045.475652 + Penalty 2564.195969 = -282481.279683
  nChanged 24
		SP:Iteration 28Q (70992.660000 sec): 3 clusters
  Score: Raw -285058.393575 + Penalty 2564.195969 = -282494.197606
  nChanged 32
		SP:Iteration 29Q (70992.840000 sec): 3 clusters
  Score: Raw -285075.717449 + Penalty 2564.195969 = -282511.521479
  nChanged 30
		SP:Iteration 30Q (70993.010000 sec): 3 clusters
  Score: Raw -285092.006382 + Penalty 2564.195969 = -282527.810413
  nChanged 24
		SP:Iteration 31Q (70993.190000 sec): 3 clusters
  Score: Raw -285101.678082 + Penalty 2564.195969 = -282537.482112
  nChanged 17
		SP:Iteration 32Q (70993.330000 sec): 3 clusters
  Score: Raw -285108.339021 + Penalty 2564.195969 = -282544.143052
  nChanged 14
		SP:Iteration 33Q (70993.480000 sec): 3 clusters
  Score: Raw -285117.074156 + Penalty 2564.195969 = -282552.878187
  nChanged 24
		SP:Iteration 34Q (70993.650000 sec): 3 clusters
  Score: Raw -285129.414939 + Penalty 2564.195969 = -282565.218970
  nChanged 16
		SP:Iteration 35Q (70993.860000 sec): 3 clusters
  Score: Raw -285138.796254 + Penalty 2564.195969 = -282574.600285
  nChanged 16
		SP:Iteration 36Q (70994.030000 sec): 3 clusters
  Score: Raw -285145.947529 + Penalty 2564.195969 = -282581.751560
  nChanged 9
		SP:Iteration 37Q (70994.220000 sec): 3 clusters
  Score: Raw -285148.342490 + Penalty 2564.195969 = -282584.146520
  nChanged 4
		SP:Iteration 38Q (70994.450000 sec): 3 clusters
  Score: Raw -285149.976363 + Penalty 2564.195969 = -282585.780394
  nChanged 5
		SP:Iteration 39Q (70994.590000 sec): 3 clusters
  Score: Raw -285151.707020 + Penalty 2564.195969 = -282587.511050
  nChanged 2
		SP:Iteration 40F (70994.750000 sec): 3 clusters
  Score: Raw -285152.158718 + Penalty 2564.195969 = -282587.962749
  nChanged 2
		SP:Iteration 41Q (70994.920000 sec): 3 clusters
  Score: Raw -285152.785967 + Penalty 2564.195969 = -282588.589998
  nChanged 2
		SP:Iteration 42Q (70995.130000 sec): 3 clusters
  Score: Raw -285153.255260 + Penalty 2564.195969 = -282589.059291
  nChanged 1
		SP:Iteration 43Q (70995.320000 sec): 3 clusters
  Score: Raw -285153.553088 + Penalty 2564.195969 = -282589.357119
  nChanged 1
		SP:Iteration 44Q (70995.440000 sec): 3 clusters
  Score: Raw -285153.796798 + Penalty 2564.195969 = -282589.600829
  nChanged 0
		SP:Iteration 45F (70995.600000 sec): 3 clusters
  Score: Raw -285153.796798 + Penalty 2564.195969 = -282589.600829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70995.690000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70995.900000 sec): 3 clusters
  Score: Raw -51893.580972 + Penalty 2003.077311 = -49890.503661
  nChanged 109
		SP:Iteration 1F (70996.060000 sec): 3 clusters
  Score: Raw -52056.325139 + Penalty 2003.077311 = -50053.247828
  nChanged 26
		SP:Iteration 2F (70996.250000 sec): 3 clusters
  Score: Raw -52104.034253 + Penalty 2003.077311 = -50100.956942
  nChanged 10
		SP:Iteration 3Q (70996.420000 sec): 3 clusters
  Score: Raw -52120.444432 + Penalty 2003.077311 = -50117.367120
  nChanged 6
		SP:Iteration 4Q (70996.610000 sec): 3 clusters
  Score: Raw -52128.456755 + Penalty 2003.077311 = -50125.379444
  nChanged 6
		SP:Iteration 5Q (70996.740000 sec): 3 clusters
  Score: Raw -52141.689778 + Penalty 2003.077311 = -50138.612467
  nChanged 3
		SP:Iteration 6Q (70996.920000 sec): 3 clusters
  Score: Raw -52146.304319 + Penalty 2003.077311 = -50143.227008
  nChanged 2
		SP:Iteration 7Q (70997.130000 sec): 3 clusters
  Score: Raw -52148.443254 + Penalty 2003.077311 = -50145.365943
  nChanged 1
		SP:Iteration 8Q (70997.250000 sec): 3 clusters
  Score: Raw -52149.862061 + Penalty 2003.077311 = -50146.784750
  nChanged 1
		SP:Iteration 9Q (70997.420000 sec): 3 clusters
  Score: Raw -52150.979586 + Penalty 2003.077311 = -50147.902274
  nChanged 0
		SP:Iteration 10F (70997.600000 sec): 3 clusters
  Score: Raw -52150.979586 + Penalty 2003.077311 = -50147.902274
  nChanged 0
Deleting Class 82 (60 points): Lose 1326.812025 but Gain 2282.307903
Iteration 459Q (71161.840000 sec): 82 clusters
  Score: Raw -134118079.748265 + Penalty 184866.940148 = -133933212.808117
  nChanged 68
Iteration 460F (71399.180000 sec): 82 clusters
  Score: Raw -134118827.504428 + Penalty 184866.940148 = -133933960.564280
  nChanged 16
Iteration 461Q (71563.260000 sec): 82 clusters
  Score: Raw -134118897.265224 + Penalty 184866.940148 = -133934030.325076
  nChanged 7
Iteration 462Q (71726.430000 sec): 82 clusters
  Score: Raw -134118900.180777 + Penalty 184866.940148 = -133934033.240629
  nChanged 5
Iteration 463Q (71892.150000 sec): 82 clusters
  Score: Raw -134118900.240338 + Penalty 184866.940148 = -133934033.300190
  nChanged 7
Iteration 464Q (72052.790000 sec): 82 clusters
  Score: Raw -134118900.455976 + Penalty 184866.940148 = -133934033.515828
  nChanged 16
Iteration 465Q (72214.820000 sec): 82 clusters
  Score: Raw -134118901.178862 + Penalty 184866.940148 = -133934034.238714
  nChanged 14
Iteration 466Q (72379.610000 sec): 82 clusters
  Score: Raw -134118901.776219 + Penalty 184866.940148 = -133934034.836071
  nChanged 11
Iteration 467Q (72542.210000 sec): 82 clusters
  Score: Raw -134118902.057674 + Penalty 184866.940148 = -133934035.117526
  nChanged 12
Iteration 468Q (72708.300000 sec): 82 clusters
  Score: Raw -134118902.376533 + Penalty 184866.940148 = -133934035.436385
  nChanged 10
Iteration 469Q (72875.030000 sec): 82 clusters
  Score: Raw -134118902.716640 + Penalty 184866.940148 = -133934035.776493
  nChanged 12
Iteration 470Q (73033.470000 sec): 82 clusters
  Score: Raw -134118902.885576 + Penalty 184866.940148 = -133934035.945428
  nChanged 12
Iteration 471Q (73199.180000 sec): 82 clusters
  Score: Raw -134118902.992181 + Penalty 184866.940148 = -133934036.052034
  nChanged 14
Iteration 472Q (73359.150000 sec): 82 clusters
  Score: Raw -134118903.133887 + Penalty 184866.940148 = -133934036.193739
  nChanged 15
Iteration 473Q (73520.940000 sec): 82 clusters
  Score: Raw -134118903.291868 + Penalty 184866.940148 = -133934036.351720
  nChanged 18
Iteration 474Q (73681.480000 sec): 82 clusters
  Score: Raw -134118903.395441 + Penalty 184866.940148 = -133934036.455293
  nChanged 18
Iteration 475Q (73852.420000 sec): 82 clusters
  Score: Raw -134118903.498869 + Penalty 184866.940148 = -133934036.558721
  nChanged 23
Iteration 476Q (74014.120000 sec): 82 clusters
  Score: Raw -134118903.703197 + Penalty 184866.940148 = -133934036.763049
  nChanged 25
Iteration 477Q (74180.680000 sec): 82 clusters
  Score: Raw -134118903.956695 + Penalty 184866.940148 = -133934037.016547
  nChanged 23
Iteration 478Q (74349.010000 sec): 82 clusters
  Score: Raw -134118904.252598 + Penalty 184866.940148 = -133934037.312451
  nChanged 24
Iteration 479Q (74518.880000 sec): 82 clusters
  Score: Raw -134118904.588161 + Penalty 184866.940148 = -133934037.648013
  nChanged 26
Iteration 480F (74769.860000 sec): 82 clusters
  Score: Raw -134118910.112009 + Penalty 184866.940148 = -133934043.171861
  nChanged 31
Iteration 481Q (74930.750000 sec): 82 clusters
  Score: Raw -134118942.404703 + Penalty 184866.940148 = -133934075.464555
  nChanged 20
Iteration 482Q (75100.490000 sec): 82 clusters
  Score: Raw -134118942.589809 + Penalty 184866.940148 = -133934075.649661
  nChanged 21
Iteration 483Q (75268.090000 sec): 82 clusters
  Score: Raw -134118942.799030 + Penalty 184866.940148 = -133934075.858882
  nChanged 22
Iteration 484Q (75442.400000 sec): 82 clusters
  Score: Raw -134118942.988985 + Penalty 184866.940148 = -133934076.048837
  nChanged 27
Iteration 485Q (75610.430000 sec): 82 clusters
  Score: Raw -134118943.108866 + Penalty 184866.940148 = -133934076.168718
  nChanged 28
Iteration 486Q (75779.810000 sec): 82 clusters
  Score: Raw -134118943.216958 + Penalty 184866.940148 = -133934076.276810
  nChanged 25
Iteration 487Q (75948.500000 sec): 82 clusters
  Score: Raw -134118943.306463 + Penalty 184866.940148 = -133934076.366316
  nChanged 24
Iteration 488Q (76120.720000 sec): 82 clusters
  Score: Raw -134118943.398642 + Penalty 184866.940148 = -133934076.458494
  nChanged 22
Iteration 489Q (76282.840000 sec): 82 clusters
  Score: Raw -134118943.473977 + Penalty 184866.940148 = -133934076.533829
  nChanged 22
Iteration 490Q (76446.040000 sec): 82 clusters
  Score: Raw -134118943.551911 + Penalty 184866.940148 = -133934076.611763
  nChanged 28
Iteration 491Q (76619.440000 sec): 82 clusters
  Score: Raw -134118943.740241 + Penalty 184866.940148 = -133934076.800093
  nChanged 31
Iteration 492Q (76788.900000 sec): 82 clusters
  Score: Raw -134118943.906543 + Penalty 184866.940148 = -133934076.966395
  nChanged 23
Iteration 493Q (76952.650000 sec): 82 clusters
  Score: Raw -134118944.012406 + Penalty 184866.940148 = -133934077.072258
  nChanged 24
Iteration 494Q (77121.940000 sec): 82 clusters
  Score: Raw -134118944.100084 + Penalty 184866.940148 = -133934077.159936
  nChanged 20
Iteration 495Q (77296.440000 sec): 82 clusters
  Score: Raw -134118944.191672 + Penalty 184866.940148 = -133934077.251524
  nChanged 25
Iteration 496Q (77464.550000 sec): 82 clusters
  Score: Raw -134118944.287001 + Penalty 184866.940148 = -133934077.346853
  nChanged 30
Iteration 497Q (77637.920000 sec): 82 clusters
  Score: Raw -134118944.509264 + Penalty 184866.940148 = -133934077.569116
  nChanged 33
Iteration 498Q (77806.610000 sec): 82 clusters
  Score: Raw -134118944.732563 + Penalty 184866.940148 = -133934077.792415
  nChanged 26
Writing temp clu file 
Because OldScore, -133934077.569116, is greater than current (better) Score,-133934077.792415 
 Compute initial score before splitting:   Score: Raw -134118944.732563 + Penalty 184866.940148 = -133934077.792415
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77807.110000 sec): 2 clusters
  Score: Raw -846130.792969 + Penalty 1455.008512 = -844675.784457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77807.330000 sec): 3 clusters
  Score: Raw -841907.055712 + Penalty 2910.017024 = -838997.038688
  nChanged 3259
		SP:Iteration 1F (77807.480000 sec): 3 clusters
  Score: Raw -843610.750477 + Penalty 2910.017024 = -840700.733453
  nChanged 452
		SP:Iteration 2F (77807.660000 sec): 3 clusters
  Score: Raw -843791.566802 + Penalty 2910.017024 = -840881.549778
  nChanged 345
		SP:Iteration 3Q (77807.900000 sec): 3 clusters
  Score: Raw -843925.761066 + Penalty 2910.017024 = -841015.744042
  nChanged 279
		SP:Iteration 4Q (77808.100000 sec): 3 clusters
  Score: Raw -844054.534685 + Penalty 2910.017024 = -841144.517661
  nChanged 284
		SP:Iteration 5Q (77808.340000 sec): 3 clusters
  Score: Raw -844190.679166 + Penalty 2910.017024 = -841280.662142
  nChanged 276
		SP:Iteration 6Q (77808.510000 sec): 3 clusters
  Score: Raw -844334.901028 + Penalty 2910.017024 = -841424.884004
  nChanged 300
		SP:Iteration 7Q (77808.720000 sec): 3 clusters
  Score: Raw -844496.797950 + Penalty 2910.017024 = -841586.780927
  nChanged 296
		SP:Iteration 8Q (77808.960000 sec): 3 clusters
  Score: Raw -844649.073992 + Penalty 2910.017024 = -841739.056968
  nChanged 298
		SP:Iteration 9Q (77809.160000 sec): 3 clusters
  Score: Raw -844813.760429 + Penalty 2910.017024 = -841903.743405
  nChanged 287
		SP:Iteration 10Q (77809.370000 sec): 3 clusters
  Score: Raw -844963.561942 + Penalty 2910.017024 = -842053.544918
  nChanged 271
		SP:Iteration 11Q (77809.610000 sec): 3 clusters
  Score: Raw -845103.164679 + Penalty 2910.017024 = -842193.147655
  nChanged 240
		SP:Iteration 12Q (77809.820000 sec): 3 clusters
  Score: Raw -845208.488848 + Penalty 2910.017024 = -842298.471824
  nChanged 196
		SP:Iteration 13Q (77810.000000 sec): 3 clusters
  Score: Raw -845308.797627 + Penalty 2910.017024 = -842398.780603
  nChanged 212
		SP:Iteration 14Q (77810.220000 sec): 3 clusters
  Score: Raw -845435.044685 + Penalty 2910.017024 = -842525.027661
  nChanged 222
		SP:Iteration 15Q (77810.390000 sec): 3 clusters
  Score: Raw -845562.356822 + Penalty 2910.017024 = -842652.339798
  nChanged 214
		SP:Iteration 16Q (77810.600000 sec): 3 clusters
  Score: Raw -845702.526283 + Penalty 2910.017024 = -842792.509259
  nChanged 248
		SP:Iteration 17Q (77810.800000 sec): 3 clusters
  Score: Raw -845875.488832 + Penalty 2910.017024 = -842965.471808
  nChanged 230
		SP:Iteration 18Q (77811.030000 sec): 3 clusters
  Score: Raw -846074.940056 + Penalty 2910.017024 = -843164.923032
  nChanged 236
		SP:Iteration 19Q (77811.210000 sec): 3 clusters
  Score: Raw -846299.167823 + Penalty 2910.017024 = -843389.150799
  nChanged 247
		SP:Iteration 20F (77811.410000 sec): 3 clusters
  Score: Raw -846531.135797 + Penalty 2910.017024 = -843621.118773
  nChanged 239
		SP:Iteration 21Q (77811.600000 sec): 3 clusters
  Score: Raw -846720.803720 + Penalty 2910.017024 = -843810.786696
  nChanged 182
		SP:Iteration 22Q (77811.800000 sec): 3 clusters
  Score: Raw -846829.980894 + Penalty 2910.017024 = -843919.963870
  nChanged 119
		SP:Iteration 23Q (77812.020000 sec): 3 clusters
  Score: Raw -846891.041290 + Penalty 2910.017024 = -843981.024266
  nChanged 75
		SP:Iteration 24Q (77812.180000 sec): 3 clusters
  Score: Raw -846920.179040 + Penalty 2910.017024 = -844010.162016
  nChanged 38
		SP:Iteration 25Q (77812.390000 sec): 3 clusters
  Score: Raw -846932.321571 + Penalty 2910.017024 = -844022.304547
  nChanged 31
		SP:Iteration 26Q (77812.590000 sec): 3 clusters
  Score: Raw -846943.001907 + Penalty 2910.017024 = -844032.984883
  nChanged 30
		SP:Iteration 27Q (77812.770000 sec): 3 clusters
  Score: Raw -846950.915547 + Penalty 2910.017024 = -844040.898523
  nChanged 18
		SP:Iteration 28Q (77812.960000 sec): 3 clusters
  Score: Raw -846955.405617 + Penalty 2910.017024 = -844045.388593
  nChanged 17
		SP:Iteration 29Q (77813.100000 sec): 3 clusters
  Score: Raw -846959.215972 + Penalty 2910.017024 = -844049.198948
  nChanged 21
		SP:Iteration 30Q (77813.260000 sec): 3 clusters
  Score: Raw -846962.863272 + Penalty 2910.017024 = -844052.846248
  nChanged 10
		SP:Iteration 31Q (77813.410000 sec): 3 clusters
  Score: Raw -846964.305249 + Penalty 2910.017024 = -844054.288226
  nChanged 8
		SP:Iteration 32Q (77813.610000 sec): 3 clusters
  Score: Raw -846966.940344 + Penalty 2910.017024 = -844056.923320
  nChanged 12
		SP:Iteration 33Q (77813.790000 sec): 3 clusters
  Score: Raw -846969.993410 + Penalty 2910.017024 = -844059.976386
  nChanged 8
		SP:Iteration 34Q (77814.010000 sec): 3 clusters
  Score: Raw -846971.621564 + Penalty 2910.017024 = -844061.604540
  nChanged 7
		SP:Iteration 35Q (77814.210000 sec): 3 clusters
  Score: Raw -846972.912081 + Penalty 2910.017024 = -844062.895057
  nChanged 8
		SP:Iteration 36Q (77814.430000 sec): 3 clusters
  Score: Raw -846974.077673 + Penalty 2910.017024 = -844064.060649
  nChanged 4
		SP:Iteration 37Q (77814.620000 sec): 3 clusters
  Score: Raw -846974.591617 + Penalty 2910.017024 = -844064.574593
  nChanged 4
		SP:Iteration 38Q (77814.820000 sec): 3 clusters
  Score: Raw -846975.310683 + Penalty 2910.017024 = -844065.293659
  nChanged 1
		SP:Iteration 39Q (77815.000000 sec): 3 clusters
  Score: Raw -846975.370599 + Penalty 2910.017024 = -844065.353575
  nChanged 0
		SP:Iteration 40F (77815.200000 sec): 3 clusters
  Score: Raw -846975.370599 + Penalty 2910.017024 = -844065.353575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77815.310000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77815.550000 sec): 3 clusters
  Score: Raw -817895.376963 + Penalty 2907.402504 = -814987.974460
  nChanged 3222
		SP:Iteration 1F (77815.740000 sec): 3 clusters
  Score: Raw -819755.472331 + Penalty 2907.402504 = -816848.069827
  nChanged 642
		SP:Iteration 2F (77815.890000 sec): 3 clusters
  Score: Raw -820195.818978 + Penalty 2907.402504 = -817288.416474
  nChanged 556
		SP:Iteration 3F (77816.100000 sec): 3 clusters
  Score: Raw -820593.073336 + Penalty 2907.402504 = -817685.670833
  nChanged 506
		SP:Iteration 4F (77816.280000 sec): 3 clusters
  Score: Raw -820975.560816 + Penalty 2907.402504 = -818068.158312
  nChanged 467
		SP:Iteration 5F (77816.530000 sec): 3 clusters
  Score: Raw -821314.788973 + Penalty 2907.402504 = -818407.386470
  nChanged 408
		SP:Iteration 6F (77816.770000 sec): 3 clusters
  Score: Raw -821599.891376 + Penalty 2907.402504 = -818692.488872
  nChanged 323
		SP:Iteration 7Q (77816.980000 sec): 3 clusters
  Score: Raw -821806.251615 + Penalty 2907.402504 = -818898.849112
  nChanged 254
		SP:Iteration 8Q (77817.200000 sec): 3 clusters
  Score: Raw -821950.496384 + Penalty 2907.402504 = -819043.093881
  nChanged 177
		SP:Iteration 9Q (77817.400000 sec): 3 clusters
  Score: Raw -822038.105962 + Penalty 2907.402504 = -819130.703459
  nChanged 134
		SP:Iteration 10Q (77817.590000 sec): 3 clusters
  Score: Raw -822090.581988 + Penalty 2907.402504 = -819183.179485
  nChanged 98
		SP:Iteration 11Q (77817.800000 sec): 3 clusters
  Score: Raw -822127.574139 + Penalty 2907.402504 = -819220.171636
  nChanged 61
		SP:Iteration 12Q (77818.020000 sec): 3 clusters
  Score: Raw -822154.383239 + Penalty 2907.402504 = -819246.980735
  nChanged 62
		SP:Iteration 13Q (77818.220000 sec): 3 clusters
  Score: Raw -822178.587026 + Penalty 2907.402504 = -819271.184523
  nChanged 52
		SP:Iteration 14Q (77818.440000 sec): 3 clusters
  Score: Raw -822196.493689 + Penalty 2907.402504 = -819289.091186
  nChanged 35
		SP:Iteration 15Q (77818.620000 sec): 3 clusters
  Score: Raw -822207.933349 + Penalty 2907.402504 = -819300.530846
  nChanged 30
		SP:Iteration 16Q (77818.780000 sec): 3 clusters
  Score: Raw -822214.915394 + Penalty 2907.402504 = -819307.512891
  nChanged 19
		SP:Iteration 17Q (77818.940000 sec): 3 clusters
  Score: Raw -822219.123384 + Penalty 2907.402504 = -819311.720881
  nChanged 12
		SP:Iteration 18Q (77819.100000 sec): 3 clusters
  Score: Raw -822221.880071 + Penalty 2907.402504 = -819314.477567
  nChanged 11
		SP:Iteration 19Q (77819.260000 sec): 3 clusters
  Score: Raw -822223.858873 + Penalty 2907.402504 = -819316.456369
  nChanged 9
		SP:Iteration 20F (77819.420000 sec): 3 clusters
  Score: Raw -822226.301384 + Penalty 2907.402504 = -819318.898880
  nChanged 8
		SP:Iteration 21Q (77819.600000 sec): 3 clusters
  Score: Raw -822228.970919 + Penalty 2907.402504 = -819321.568415
  nChanged 11
		SP:Iteration 22Q (77819.840000 sec): 3 clusters
  Score: Raw -822231.223336 + Penalty 2907.402504 = -819323.820833
  nChanged 6
		SP:Iteration 23Q (77820.090000 sec): 3 clusters
  Score: Raw -822232.379382 + Penalty 2907.402504 = -819324.976879
  nChanged 4
		SP:Iteration 24Q (77820.270000 sec): 3 clusters
  Score: Raw -822233.172959 + Penalty 2907.402504 = -819325.770456
  nChanged 4
		SP:Iteration 25Q (77820.470000 sec): 3 clusters
  Score: Raw -822233.768618 + Penalty 2907.402504 = -819326.366115
  nChanged 3
		SP:Iteration 26Q (77820.620000 sec): 3 clusters
  Score: Raw -822234.575492 + Penalty 2907.402504 = -819327.172988
  nChanged 7
		SP:Iteration 27Q (77820.830000 sec): 3 clusters
  Score: Raw -822236.124518 + Penalty 2907.402504 = -819328.722015
  nChanged 6
		SP:Iteration 28Q (77820.990000 sec): 3 clusters
  Score: Raw -822237.562186 + Penalty 2907.402504 = -819330.159682
  nChanged 6
		SP:Iteration 29Q (77821.150000 sec): 3 clusters
  Score: Raw -822238.418999 + Penalty 2907.402504 = -819331.016496
  nChanged 1
		SP:Iteration 30Q (77821.310000 sec): 3 clusters
  Score: Raw -822238.635394 + Penalty 2907.402504 = -819331.232891
  nChanged 0
		SP:Iteration 31F (77821.450000 sec): 3 clusters
  Score: Raw -822238.635394 + Penalty 2907.402504 = -819331.232891
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77821.610000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77821.730000 sec): 3 clusters
  Score: Raw -453767.503760 + Penalty 2714.196780 = -451053.306980
  nChanged 1709
		SP:Iteration 1F (77821.900000 sec): 3 clusters
  Score: Raw -454768.647199 + Penalty 2714.196780 = -452054.450419
  nChanged 362
		SP:Iteration 2F (77822.120000 sec): 3 clusters
  Score: Raw -455010.758881 + Penalty 2714.196780 = -452296.562101
  nChanged 270
		SP:Iteration 3F (77822.280000 sec): 3 clusters
  Score: Raw -455170.063348 + Penalty 2714.196780 = -452455.866568
  nChanged 207
		SP:Iteration 4Q (77822.440000 sec): 3 clusters
  Score: Raw -455310.267866 + Penalty 2714.196780 = -452596.071087
  nChanged 197
		SP:Iteration 5Q (77822.620000 sec): 3 clusters
  Score: Raw -455449.072080 + Penalty 2714.196780 = -452734.875300
  nChanged 200
		SP:Iteration 6Q (77822.760000 sec): 3 clusters
  Score: Raw -455602.635806 + Penalty 2714.196780 = -452888.439026
  nChanged 213
		SP:Iteration 7F (77822.960000 sec): 3 clusters
  Score: Raw -455752.505132 + Penalty 2714.196780 = -453038.308353
  nChanged 189
		SP:Iteration 8Q (77823.180000 sec): 3 clusters
  Score: Raw -455878.809075 + Penalty 2714.196780 = -453164.612295
  nChanged 167
		SP:Iteration 9Q (77823.320000 sec): 3 clusters
  Score: Raw -455987.834213 + Penalty 2714.196780 = -453273.637433
  nChanged 157
		SP:Iteration 10Q (77823.500000 sec): 3 clusters
  Score: Raw -456086.131987 + Penalty 2714.196780 = -453371.935208
  nChanged 146
		SP:Iteration 11Q (77823.670000 sec): 3 clusters
  Score: Raw -456182.101773 + Penalty 2714.196780 = -453467.904993
  nChanged 115
		SP:Iteration 12Q (77823.820000 sec): 3 clusters
  Score: Raw -456245.131751 + Penalty 2714.196780 = -453530.934972
  nChanged 88
		SP:Iteration 13Q (77824.000000 sec): 3 clusters
  Score: Raw -456288.519305 + Penalty 2714.196780 = -453574.322525
  nChanged 56
		SP:Iteration 14Q (77824.180000 sec): 3 clusters
  Score: Raw -456309.435522 + Penalty 2714.196780 = -453595.238743
  nChanged 45
		SP:Iteration 15Q (77824.360000 sec): 3 clusters
  Score: Raw -456325.265212 + Penalty 2714.196780 = -453611.068432
  nChanged 32
		SP:Iteration 16Q (77824.520000 sec): 3 clusters
  Score: Raw -456336.236465 + Penalty 2714.196780 = -453622.039685
  nChanged 26
		SP:Iteration 17Q (77824.720000 sec): 3 clusters
  Score: Raw -456346.456193 + Penalty 2714.196780 = -453632.259413
  nChanged 22
		SP:Iteration 18Q (77824.920000 sec): 3 clusters
  Score: Raw -456355.675376 + Penalty 2714.196780 = -453641.478596
  nChanged 19
		SP:Iteration 19Q (77825.140000 sec): 3 clusters
  Score: Raw -456362.624526 + Penalty 2714.196780 = -453648.427747
  nChanged 20
		SP:Iteration 20F (77825.330000 sec): 3 clusters
  Score: Raw -456369.441291 + Penalty 2714.196780 = -453655.244512
  nChanged 13
		SP:Iteration 21Q (77825.510000 sec): 3 clusters
  Score: Raw -456373.033853 + Penalty 2714.196780 = -453658.837074
  nChanged 10
		SP:Iteration 22Q (77825.680000 sec): 3 clusters
  Score: Raw -456375.970983 + Penalty 2714.196780 = -453661.774203
  nChanged 12
		SP:Iteration 23Q (77825.870000 sec): 3 clusters
  Score: Raw -456378.907083 + Penalty 2714.196780 = -453664.710304
  nChanged 5
		SP:Iteration 24Q (77826.050000 sec): 3 clusters
  Score: Raw -456380.728229 + Penalty 2714.196780 = -453666.531449
  nChanged 7
		SP:Iteration 25Q (77826.250000 sec): 3 clusters
  Score: Raw -456382.106786 + Penalty 2714.196780 = -453667.910006
  nChanged 5
		SP:Iteration 26Q (77826.440000 sec): 3 clusters
  Score: Raw -456383.163438 + Penalty 2714.196780 = -453668.966658
  nChanged 6
		SP:Iteration 27Q (77826.590000 sec): 3 clusters
  Score: Raw -456385.172895 + Penalty 2714.196780 = -453670.976115
  nChanged 6
		SP:Iteration 28Q (77826.790000 sec): 3 clusters
  Score: Raw -456386.923378 + Penalty 2714.196780 = -453672.726599
  nChanged 6
		SP:Iteration 29Q (77826.990000 sec): 3 clusters
  Score: Raw -456388.933025 + Penalty 2714.196780 = -453674.736246
  nChanged 7
		SP:Iteration 30Q (77827.140000 sec): 3 clusters
  Score: Raw -456390.951846 + Penalty 2714.196780 = -453676.755067
  nChanged 3
		SP:Iteration 31Q (77827.350000 sec): 3 clusters
  Score: Raw -456392.446727 + Penalty 2714.196780 = -453678.249948
  nChanged 5
		SP:Iteration 32Q (77827.520000 sec): 3 clusters
  Score: Raw -456394.443168 + Penalty 2714.196780 = -453680.246388
  nChanged 5
		SP:Iteration 33Q (77827.700000 sec): 3 clusters
  Score: Raw -456395.351362 + Penalty 2714.196780 = -453681.154582
  nChanged 0
		SP:Iteration 34F (77827.870000 sec): 3 clusters
  Score: Raw -456395.351362 + Penalty 2714.196780 = -453681.154582
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77827.980000 sec): 2 clusters
  Score: Raw -570913.142328 + Penalty 1390.229651 = -569522.912677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77828.190000 sec): 3 clusters
  Score: Raw -568217.861962 + Penalty 2780.459302 = -565437.402660
  nChanged 2095
		SP:Iteration 1F (77828.360000 sec): 3 clusters
  Score: Raw -569420.102037 + Penalty 2780.459302 = -566639.642735
  nChanged 438
		SP:Iteration 2F (77828.540000 sec): 3 clusters
  Score: Raw -569782.786058 + Penalty 2780.459302 = -567002.326755
  nChanged 434
		SP:Iteration 3F (77828.730000 sec): 3 clusters
  Score: Raw -570146.072813 + Penalty 2780.459302 = -567365.613511
  nChanged 393
		SP:Iteration 4F (77828.890000 sec): 3 clusters
  Score: Raw -570471.671633 + Penalty 2780.459302 = -567691.212331
  nChanged 359
		SP:Iteration 5F (77829.080000 sec): 3 clusters
  Score: Raw -570762.059930 + Penalty 2780.459302 = -567981.600627
  nChanged 297
		SP:Iteration 6F (77829.290000 sec): 3 clusters
  Score: Raw -570994.322958 + Penalty 2780.459302 = -568213.863656
  nChanged 243
		SP:Iteration 7Q (77829.490000 sec): 3 clusters
  Score: Raw -571189.029116 + Penalty 2780.459302 = -568408.569814
  nChanged 197
		SP:Iteration 8Q (77829.680000 sec): 3 clusters
  Score: Raw -571333.473607 + Penalty 2780.459302 = -568553.014305
  nChanged 141
		SP:Iteration 9Q (77829.860000 sec): 3 clusters
  Score: Raw -571440.651253 + Penalty 2780.459302 = -568660.191950
  nChanged 118
		SP:Iteration 10Q (77830.060000 sec): 3 clusters
  Score: Raw -571519.736167 + Penalty 2780.459302 = -568739.276865
  nChanged 87
		SP:Iteration 11Q (77830.250000 sec): 3 clusters
  Score: Raw -571581.632537 + Penalty 2780.459302 = -568801.173235
  nChanged 76
		SP:Iteration 12Q (77830.460000 sec): 3 clusters
  Score: Raw -571633.261974 + Penalty 2780.459302 = -568852.802672
  nChanged 52
		SP:Iteration 13Q (77830.670000 sec): 3 clusters
  Score: Raw -571666.870410 + Penalty 2780.459302 = -568886.411108
  nChanged 43
		SP:Iteration 14Q (77830.850000 sec): 3 clusters
  Score: Raw -571691.425472 + Penalty 2780.459302 = -568910.966170
  nChanged 34
		SP:Iteration 15Q (77831.070000 sec): 3 clusters
  Score: Raw -571710.638125 + Penalty 2780.459302 = -568930.178822
  nChanged 25
		SP:Iteration 16Q (77831.240000 sec): 3 clusters
  Score: Raw -571728.742564 + Penalty 2780.459302 = -568948.283261
  nChanged 30
		SP:Iteration 17Q (77831.410000 sec): 3 clusters
  Score: Raw -571744.257067 + Penalty 2780.459302 = -568963.797765
  nChanged 18
		SP:Iteration 18Q (77831.590000 sec): 3 clusters
  Score: Raw -571755.079730 + Penalty 2780.459302 = -568974.620427
  nChanged 20
		SP:Iteration 19Q (77831.750000 sec): 3 clusters
  Score: Raw -571767.534218 + Penalty 2780.459302 = -568987.074915
  nChanged 20
		SP:Iteration 20F (77831.950000 sec): 3 clusters
  Score: Raw -571780.343445 + Penalty 2780.459302 = -568999.884143
  nChanged 15
		SP:Iteration 21Q (77832.130000 sec): 3 clusters
  Score: Raw -571792.080993 + Penalty 2780.459302 = -569011.621691
  nChanged 18
		SP:Iteration 22Q (77832.320000 sec): 3 clusters
  Score: Raw -571804.958195 + Penalty 2780.459302 = -569024.498893
  nChanged 13
		SP:Iteration 23Q (77832.500000 sec): 3 clusters
  Score: Raw -571814.611890 + Penalty 2780.459302 = -569034.152588
  nChanged 13
		SP:Iteration 24Q (77832.690000 sec): 3 clusters
  Score: Raw -571826.818919 + Penalty 2780.459302 = -569046.359616
  nChanged 10
		SP:Iteration 25Q (77832.880000 sec): 3 clusters
  Score: Raw -571834.625192 + Penalty 2780.459302 = -569054.165890
  nChanged 10
		SP:Iteration 26Q (77833.050000 sec): 3 clusters
  Score: Raw -571839.974972 + Penalty 2780.459302 = -569059.515669
  nChanged 4
		SP:Iteration 27Q (77833.220000 sec): 3 clusters
  Score: Raw -571842.803201 + Penalty 2780.459302 = -569062.343898
  nChanged 3
		SP:Iteration 28Q (77833.390000 sec): 3 clusters
  Score: Raw -571844.414127 + Penalty 2780.459302 = -569063.954825
  nChanged 3
		SP:Iteration 29Q (77833.530000 sec): 3 clusters
  Score: Raw -571845.758604 + Penalty 2780.459302 = -569065.299301
  nChanged 1
		SP:Iteration 30Q (77833.680000 sec): 3 clusters
  Score: Raw -571846.527347 + Penalty 2780.459302 = -569066.068045
  nChanged 1
		SP:Iteration 31Q (77833.880000 sec): 3 clusters
  Score: Raw -571847.066319 + Penalty 2780.459302 = -569066.607017
  nChanged 0
		SP:Iteration 32F (77834.050000 sec): 3 clusters
  Score: Raw -571847.066319 + Penalty 2780.459302 = -569066.607017
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (76937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77834.610000 sec): 2 clusters
  Score: Raw -8881314.687429 + Penalty 1828.245605 = -8879486.441824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77835.260000 sec): 3 clusters
  Score: Raw -8831591.025272 + Penalty 3656.491210 = -8827934.534062
  nChanged 36645
		SP:Iteration 1F (77835.940000 sec): 3 clusters
  Score: Raw -8852615.462808 + Penalty 3656.491210 = -8848958.971598
  nChanged 2289
		SP:Iteration 2Q (77836.690000 sec): 3 clusters
  Score: Raw -8853117.266338 + Penalty 3656.491210 = -8849460.775128
  nChanged 2352
		SP:Iteration 3Q (77837.430000 sec): 3 clusters
  Score: Raw -8853693.445250 + Penalty 3656.491210 = -8850036.954040
  nChanged 2426
		SP:Iteration 4Q (77838.180000 sec): 3 clusters
  Score: Raw -8854456.831779 + Penalty 3656.491210 = -8850800.340569
  nChanged 2901
		SP:Iteration 5Q (77838.940000 sec): 3 clusters
  Score: Raw -8855628.429110 + Penalty 3656.491210 = -8851971.937900
  nChanged 3750
		SP:Iteration 6Q (77839.690000 sec): 3 clusters
  Score: Raw -8857649.977669 + Penalty 3656.491210 = -8853993.486459
  nChanged 4901
		SP:Iteration 7F (77840.390000 sec): 3 clusters
  Score: Raw -8860984.276877 + Penalty 3656.491210 = -8857327.785668
  nChanged 6144
		SP:Iteration 8F (77841.030000 sec): 3 clusters
  Score: Raw -8866116.474551 + Penalty 3656.491210 = -8862459.983341
  nChanged 6359
		SP:Iteration 9F (77841.670000 sec): 3 clusters
  Score: Raw -8872083.569289 + Penalty 3656.491210 = -8868427.078079
  nChanged 5035
		SP:Iteration 10F (77842.320000 sec): 3 clusters
  Score: Raw -8876988.959024 + Penalty 3656.491210 = -8873332.467814
  nChanged 2948
		SP:Iteration 11Q (77842.940000 sec): 3 clusters
  Score: Raw -8879782.610773 + Penalty 3656.491210 = -8876126.119563
  nChanged 1212
		SP:Iteration 12Q (77843.480000 sec): 3 clusters
  Score: Raw -8880886.584289 + Penalty 3656.491210 = -8877230.093079
  nChanged 369
		SP:Iteration 13Q (77844.040000 sec): 3 clusters
  Score: Raw -8881256.410990 + Penalty 3656.491210 = -8877599.919780
  nChanged 111
		SP:Iteration 14Q (77844.580000 sec): 3 clusters
  Score: Raw -8881385.420757 + Penalty 3656.491210 = -8877728.929547
  nChanged 31
		SP:Iteration 15Q (77845.100000 sec): 3 clusters
  Score: Raw -8881423.393425 + Penalty 3656.491210 = -8877766.902215
  nChanged 8
		SP:Iteration 16Q (77845.650000 sec): 3 clusters
  Score: Raw -8881439.044030 + Penalty 3656.491210 = -8877782.552820
  nChanged 12
		SP:Iteration 17Q (77846.170000 sec): 3 clusters
  Score: Raw -8881454.519600 + Penalty 3656.491210 = -8877798.028391
  nChanged 9
		SP:Iteration 18Q (77846.740000 sec): 3 clusters
  Score: Raw -8881474.086089 + Penalty 3656.491210 = -8877817.594880
  nChanged 7
		SP:Iteration 19Q (77847.330000 sec): 3 clusters
  Score: Raw -8881483.615835 + Penalty 3656.491210 = -8877827.124625
  nChanged 4
		SP:Iteration 20F (77847.930000 sec): 3 clusters
  Score: Raw -8881489.393593 + Penalty 3656.491210 = -8877832.902383
  nChanged 3
		SP:Iteration 21Q (77848.500000 sec): 3 clusters
  Score: Raw -8881493.159158 + Penalty 3656.491210 = -8877836.667949
  nChanged 1
		SP:Iteration 22Q (77849.110000 sec): 3 clusters
  Score: Raw -8881494.587341 + Penalty 3656.491210 = -8877838.096131
  nChanged 0
		SP:Iteration 23F (77849.820000 sec): 3 clusters
  Score: Raw -8881494.587341 + Penalty 3656.491210 = -8877838.096131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77850.090000 sec): 2 clusters
  Score: Raw -2504114.936016 + Penalty 1641.989226 = -2502472.946790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77850.400000 sec): 3 clusters
  Score: Raw -2489187.304534 + Penalty 3283.978451 = -2485903.326082
  nChanged 11192
		SP:Iteration 1F (77850.690000 sec): 3 clusters
  Score: Raw -2495858.961256 + Penalty 3283.978451 = -2492574.982805
  nChanged 1425
		SP:Iteration 2F (77851.020000 sec): 3 clusters
  Score: Raw -2496488.252346 + Penalty 3283.978451 = -2493204.273895
  nChanged 1287
		SP:Iteration 3F (77851.320000 sec): 3 clusters
  Score: Raw -2497099.778641 + Penalty 3283.978451 = -2493815.800190
  nChanged 1264
		SP:Iteration 4F (77851.680000 sec): 3 clusters
  Score: Raw -2497746.777244 + Penalty 3283.978451 = -2494462.798792
  nChanged 1297
		SP:Iteration 5F (77852.010000 sec): 3 clusters
  Score: Raw -2498422.523640 + Penalty 3283.978451 = -2495138.545189
  nChanged 1261
		SP:Iteration 6F (77852.340000 sec): 3 clusters
  Score: Raw -2499111.489994 + Penalty 3283.978451 = -2495827.511543
  nChanged 1183
		SP:Iteration 7Q (77852.640000 sec): 3 clusters
  Score: Raw -2499814.212345 + Penalty 3283.978451 = -2496530.233894
  nChanged 1060
		SP:Iteration 8Q (77852.980000 sec): 3 clusters
  Score: Raw -2500363.781793 + Penalty 3283.978451 = -2497079.803341
  nChanged 866
		SP:Iteration 9Q (77853.350000 sec): 3 clusters
  Score: Raw -2500723.531738 + Penalty 3283.978451 = -2497439.553287
  nChanged 660
		SP:Iteration 10Q (77853.660000 sec): 3 clusters
  Score: Raw -2500951.892117 + Penalty 3283.978451 = -2497667.913666
  nChanged 536
		SP:Iteration 11Q (77853.980000 sec): 3 clusters
  Score: Raw -2501106.515916 + Penalty 3283.978451 = -2497822.537465
  nChanged 384
		SP:Iteration 12Q (77854.320000 sec): 3 clusters
  Score: Raw -2501202.816469 + Penalty 3283.978451 = -2497918.838018
  nChanged 308
		SP:Iteration 13Q (77854.650000 sec): 3 clusters
  Score: Raw -2501275.289465 + Penalty 3283.978451 = -2497991.311014
  nChanged 288
		SP:Iteration 14Q (77854.980000 sec): 3 clusters
  Score: Raw -2501339.618219 + Penalty 3283.978451 = -2498055.639768
  nChanged 285
		SP:Iteration 15Q (77855.300000 sec): 3 clusters
  Score: Raw -2501403.709280 + Penalty 3283.978451 = -2498119.730829
  nChanged 261
		SP:Iteration 16Q (77855.620000 sec): 3 clusters
  Score: Raw -2501459.514579 + Penalty 3283.978451 = -2498175.536128
  nChanged 236
		SP:Iteration 17Q (77855.940000 sec): 3 clusters
  Score: Raw -2501509.602570 + Penalty 3283.978451 = -2498225.624119
  nChanged 249
		SP:Iteration 18Q (77856.240000 sec): 3 clusters
  Score: Raw -2501566.765273 + Penalty 3283.978451 = -2498282.786821
  nChanged 251
		SP:Iteration 19Q (77856.510000 sec): 3 clusters
  Score: Raw -2501625.244308 + Penalty 3283.978451 = -2498341.265856
  nChanged 237
		SP:Iteration 20F (77856.800000 sec): 3 clusters
  Score: Raw -2501677.800352 + Penalty 3283.978451 = -2498393.821900
  nChanged 225
		SP:Iteration 21Q (77857.080000 sec): 3 clusters
  Score: Raw -2501728.485364 + Penalty 3283.978451 = -2498444.506913
  nChanged 231
		SP:Iteration 22Q (77857.400000 sec): 3 clusters
  Score: Raw -2501779.878839 + Penalty 3283.978451 = -2498495.900387
  nChanged 220
		SP:Iteration 23Q (77857.700000 sec): 3 clusters
  Score: Raw -2501826.613148 + Penalty 3283.978451 = -2498542.634697
  nChanged 212
		SP:Iteration 24Q (77857.970000 sec): 3 clusters
  Score: Raw -2501873.182486 + Penalty 3283.978451 = -2498589.204035
  nChanged 218
		SP:Iteration 25Q (77858.300000 sec): 3 clusters
  Score: Raw -2501923.884475 + Penalty 3283.978451 = -2498639.906024
  nChanged 239
		SP:Iteration 26Q (77858.620000 sec): 3 clusters
  Score: Raw -2501981.711552 + Penalty 3283.978451 = -2498697.733101
  nChanged 218
		SP:Iteration 27Q (77858.940000 sec): 3 clusters
  Score: Raw -2502038.884442 + Penalty 3283.978451 = -2498754.905990
  nChanged 231
		SP:Iteration 28Q (77859.250000 sec): 3 clusters
  Score: Raw -2502095.381329 + Penalty 3283.978451 = -2498811.402878
  nChanged 221
		SP:Iteration 29Q (77859.530000 sec): 3 clusters
  Score: Raw -2502145.076856 + Penalty 3283.978451 = -2498861.098405
  nChanged 222
		SP:Iteration 30Q (77859.820000 sec): 3 clusters
  Score: Raw -2502197.741849 + Penalty 3283.978451 = -2498913.763398
  nChanged 201
		SP:Iteration 31Q (77860.120000 sec): 3 clusters
  Score: Raw -2502241.905765 + Penalty 3283.978451 = -2498957.927314
  nChanged 201
		SP:Iteration 32Q (77860.440000 sec): 3 clusters
  Score: Raw -2502288.226322 + Penalty 3283.978451 = -2499004.247871
  nChanged 191
		SP:Iteration 33Q (77860.770000 sec): 3 clusters
  Score: Raw -2502329.749576 + Penalty 3283.978451 = -2499045.771125
  nChanged 174
		SP:Iteration 34Q (77861.080000 sec): 3 clusters
  Score: Raw -2502366.054123 + Penalty 3283.978451 = -2499082.075672
  nChanged 161
		SP:Iteration 35Q (77861.360000 sec): 3 clusters
  Score: Raw -2502402.732530 + Penalty 3283.978451 = -2499118.754078
  nChanged 182
		SP:Iteration 36Q (77861.720000 sec): 3 clusters
  Score: Raw -2502445.818680 + Penalty 3283.978451 = -2499161.840228
  nChanged 193
		SP:Iteration 37Q (77862.050000 sec): 3 clusters
  Score: Raw -2502491.786362 + Penalty 3283.978451 = -2499207.807911
  nChanged 198
		SP:Iteration 38Q (77862.410000 sec): 3 clusters
  Score: Raw -2502536.153860 + Penalty 3283.978451 = -2499252.175409
  nChanged 211
		SP:Iteration 39Q (77862.720000 sec): 3 clusters
  Score: Raw -2502584.846761 + Penalty 3283.978451 = -2499300.868310
  nChanged 211
		SP:Iteration 40F (77863.030000 sec): 3 clusters
  Score: Raw -2502633.930784 + Penalty 3283.978451 = -2499349.952333
  nChanged 199
		SP:Iteration 41Q (77863.330000 sec): 3 clusters
  Score: Raw -2502679.710515 + Penalty 3283.978451 = -2499395.732064
  nChanged 213
		SP:Iteration 42Q (77863.660000 sec): 3 clusters
  Score: Raw -2502735.826905 + Penalty 3283.978451 = -2499451.848454
  nChanged 242
		SP:Iteration 43Q (77863.960000 sec): 3 clusters
  Score: Raw -2502808.174945 + Penalty 3283.978451 = -2499524.196493
  nChanged 244
		SP:Iteration 44Q (77864.230000 sec): 3 clusters
  Score: Raw -2502884.592236 + Penalty 3283.978451 = -2499600.613785
  nChanged 253
		SP:Iteration 45Q (77864.520000 sec): 3 clusters
  Score: Raw -2502963.236349 + Penalty 3283.978451 = -2499679.257898
  nChanged 244
		SP:Iteration 46Q (77864.860000 sec): 3 clusters
  Score: Raw -2503041.947901 + Penalty 3283.978451 = -2499757.969450
  nChanged 256
		SP:Iteration 47Q (77865.170000 sec): 3 clusters
  Score: Raw -2503132.681959 + Penalty 3283.978451 = -2499848.703508
  nChanged 266
		SP:Iteration 48Q (77865.470000 sec): 3 clusters
  Score: Raw -2503232.922409 + Penalty 3283.978451 = -2499948.943958
  nChanged 258
		SP:Iteration 49Q (77865.750000 sec): 3 clusters
  Score: Raw -2503330.146788 + Penalty 3283.978451 = -2500046.168337
  nChanged 248
		SP:Iteration 50Q (77866.070000 sec): 3 clusters
  Score: Raw -2503426.406539 + Penalty 3283.978451 = -2500142.428088
  nChanged 244
		SP:Iteration 51Q (77866.310000 sec): 3 clusters
  Score: Raw -2503523.828075 + Penalty 3283.978451 = -2500239.849623
  nChanged 231
		SP:Iteration 52Q (77866.580000 sec): 3 clusters
  Score: Raw -2503617.090627 + Penalty 3283.978451 = -2500333.112175
  nChanged 219
		SP:Iteration 53Q (77866.850000 sec): 3 clusters
  Score: Raw -2503700.744089 + Penalty 3283.978451 = -2500416.765638
  nChanged 187
		SP:Iteration 54Q (77867.190000 sec): 3 clusters
  Score: Raw -2503775.280992 + Penalty 3283.978451 = -2500491.302541
  nChanged 186
		SP:Iteration 55Q (77867.430000 sec): 3 clusters
  Score: Raw -2503853.730137 + Penalty 3283.978451 = -2500569.751686
  nChanged 156
		SP:Iteration 56Q (77867.720000 sec): 3 clusters
  Score: Raw -2503918.134348 + Penalty 3283.978451 = -2500634.155897
  nChanged 138
		SP:Iteration 57Q (77868.060000 sec): 3 clusters
  Score: Raw -2503975.564753 + Penalty 3283.978451 = -2500691.586301
  nChanged 132
		SP:Iteration 58Q (77868.320000 sec): 3 clusters
  Score: Raw -2504027.977576 + Penalty 3283.978451 = -2500743.999125
  nChanged 130
		SP:Iteration 59Q (77868.660000 sec): 3 clusters
  Score: Raw -2504089.647214 + Penalty 3283.978451 = -2500805.668763
  nChanged 134
		SP:Iteration 60F (77868.950000 sec): 3 clusters
  Score: Raw -2504153.599499 + Penalty 3283.978451 = -2500869.621048
  nChanged 108
		SP:Iteration 61Q (77869.260000 sec): 3 clusters
  Score: Raw -2504206.337558 + Penalty 3283.978451 = -2500922.359107
  nChanged 106
		SP:Iteration 62Q (77869.510000 sec): 3 clusters
  Score: Raw -2504259.319778 + Penalty 3283.978451 = -2500975.341327
  nChanged 87
		SP:Iteration 63Q (77869.760000 sec): 3 clusters
  Score: Raw -2504302.033118 + Penalty 3283.978451 = -2501018.054667
  nChanged 68
		SP:Iteration 64Q (77870.090000 sec): 3 clusters
  Score: Raw -2504333.054084 + Penalty 3283.978451 = -2501049.075632
  nChanged 52
		SP:Iteration 65Q (77870.370000 sec): 3 clusters
  Score: Raw -2504358.497586 + Penalty 3283.978451 = -2501074.519135
  nChanged 46
		SP:Iteration 66Q (77870.640000 sec): 3 clusters
  Score: Raw -2504383.024690 + Penalty 3283.978451 = -2501099.046239
  nChanged 48
		SP:Iteration 67Q (77870.890000 sec): 3 clusters
  Score: Raw -2504406.832711 + Penalty 3283.978451 = -2501122.854260
  nChanged 36
		SP:Iteration 68Q (77871.200000 sec): 3 clusters
  Score: Raw -2504425.695685 + Penalty 3283.978451 = -2501141.717234
  nChanged 36
		SP:Iteration 69Q (77871.450000 sec): 3 clusters
  Score: Raw -2504447.788131 + Penalty 3283.978451 = -2501163.809680
  nChanged 25
		SP:Iteration 70Q (77871.770000 sec): 3 clusters
  Score: Raw -2504462.451738 + Penalty 3283.978451 = -2501178.473286
  nChanged 28
		SP:Iteration 71Q (77872.020000 sec): 3 clusters
  Score: Raw -2504476.205500 + Penalty 3283.978451 = -2501192.227049
  nChanged 27
		SP:Iteration 72Q (77872.320000 sec): 3 clusters
  Score: Raw -2504487.490921 + Penalty 3283.978451 = -2501203.512470
  nChanged 18
		SP:Iteration 73Q (77872.600000 sec): 3 clusters
  Score: Raw -2504496.087848 + Penalty 3283.978451 = -2501212.109397
  nChanged 15
		SP:Iteration 74Q (77872.860000 sec): 3 clusters
  Score: Raw -2504502.226382 + Penalty 3283.978451 = -2501218.247930
  nChanged 8
		SP:Iteration 75Q (77873.210000 sec): 3 clusters
  Score: Raw -2504505.953988 + Penalty 3283.978451 = -2501221.975537
  nChanged 6
		SP:Iteration 76Q (77873.450000 sec): 3 clusters
  Score: Raw -2504509.014676 + Penalty 3283.978451 = -2501225.036225
  nChanged 5
		SP:Iteration 77Q (77873.760000 sec): 3 clusters
  Score: Raw -2504511.582634 + Penalty 3283.978451 = -2501227.604183
  nChanged 3
		SP:Iteration 78Q (77874.060000 sec): 3 clusters
  Score: Raw -2504512.437973 + Penalty 3283.978451 = -2501228.459522
  nChanged 2
		SP:Iteration 79Q (77874.360000 sec): 3 clusters
  Score: Raw -2504513.696545 + Penalty 3283.978451 = -2501229.718094
  nChanged 2
		SP:Iteration 80F (77874.640000 sec): 3 clusters
  Score: Raw -2504515.163247 + Penalty 3283.978451 = -2501231.184796
  nChanged 4
		SP:Iteration 81Q (77874.880000 sec): 3 clusters
  Score: Raw -2504518.686542 + Penalty 3283.978451 = -2501234.708091
  nChanged 4
		SP:Iteration 82Q (77875.160000 sec): 3 clusters
  Score: Raw -2504520.455224 + Penalty 3283.978451 = -2501236.476773
  nChanged 3
		SP:Iteration 83Q (77875.430000 sec): 3 clusters
  Score: Raw -2504522.320057 + Penalty 3283.978451 = -2501238.341605
  nChanged 6
		SP:Iteration 84Q (77875.720000 sec): 3 clusters
  Score: Raw -2504525.819149 + Penalty 3283.978451 = -2501241.840698
  nChanged 8
		SP:Iteration 85Q (77876.000000 sec): 3 clusters
  Score: Raw -2504531.412061 + Penalty 3283.978451 = -2501247.433610
  nChanged 6
		SP:Iteration 86Q (77876.260000 sec): 3 clusters
  Score: Raw -2504534.489605 + Penalty 3283.978451 = -2501250.511153
  nChanged 6
		SP:Iteration 87Q (77876.560000 sec): 3 clusters
  Score: Raw -2504536.154855 + Penalty 3283.978451 = -2501252.176404
  nChanged 0
		SP:Iteration 88F (77876.870000 sec): 3 clusters
  Score: Raw -2504536.154855 + Penalty 3283.978451 = -2501252.176404
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77877.080000 sec): 2 clusters
  Score: Raw -2637670.645426 + Penalty 1640.694930 = -2636029.950497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77877.400000 sec): 3 clusters
  Score: Raw -2622945.757958 + Penalty 3281.389859 = -2619664.368099
  nChanged 11016
		SP:Iteration 1F (77877.660000 sec): 3 clusters
  Score: Raw -2629085.472663 + Penalty 3281.389859 = -2625804.082804
  nChanged 1235
		SP:Iteration 2F (77877.940000 sec): 3 clusters
  Score: Raw -2629534.601473 + Penalty 3281.389859 = -2626253.211614
  nChanged 1164
		SP:Iteration 3Q (77878.210000 sec): 3 clusters
  Score: Raw -2629984.092434 + Penalty 3281.389859 = -2626702.702575
  nChanged 1147
		SP:Iteration 4Q (77878.490000 sec): 3 clusters
  Score: Raw -2630493.798952 + Penalty 3281.389859 = -2627212.409093
  nChanged 1138
		SP:Iteration 5Q (77878.810000 sec): 3 clusters
  Score: Raw -2631001.892826 + Penalty 3281.389859 = -2627720.502967
  nChanged 1158
		SP:Iteration 6Q (77879.100000 sec): 3 clusters
  Score: Raw -2631532.240636 + Penalty 3281.389859 = -2628250.850776
  nChanged 1153
		SP:Iteration 7Q (77879.370000 sec): 3 clusters
  Score: Raw -2632107.509119 + Penalty 3281.389859 = -2628826.119260
  nChanged 1171
		SP:Iteration 8Q (77879.660000 sec): 3 clusters
  Score: Raw -2632724.352819 + Penalty 3281.389859 = -2629442.962959
  nChanged 1139
		SP:Iteration 9Q (77879.940000 sec): 3 clusters
  Score: Raw -2633334.730391 + Penalty 3281.389859 = -2630053.340531
  nChanged 1086
		SP:Iteration 10Q (77880.270000 sec): 3 clusters
  Score: Raw -2633960.766908 + Penalty 3281.389859 = -2630679.377049
  nChanged 1116
		SP:Iteration 11Q (77880.520000 sec): 3 clusters
  Score: Raw -2634674.401056 + Penalty 3281.389859 = -2631393.011196
  nChanged 1072
		SP:Iteration 12Q (77880.830000 sec): 3 clusters
  Score: Raw -2635397.040612 + Penalty 3281.389859 = -2632115.650753
  nChanged 952
		SP:Iteration 13Q (77881.120000 sec): 3 clusters
  Score: Raw -2636056.684270 + Penalty 3281.389859 = -2632775.294410
  nChanged 774
		SP:Iteration 14Q (77881.430000 sec): 3 clusters
  Score: Raw -2636576.532125 + Penalty 3281.389859 = -2633295.142265
  nChanged 614
		SP:Iteration 15Q (77881.700000 sec): 3 clusters
  Score: Raw -2636990.043951 + Penalty 3281.389859 = -2633708.654092
  nChanged 473
		SP:Iteration 16Q (77881.990000 sec): 3 clusters
  Score: Raw -2637311.312411 + Penalty 3281.389859 = -2634029.922552
  nChanged 309
		SP:Iteration 17Q (77882.310000 sec): 3 clusters
  Score: Raw -2637521.257301 + Penalty 3281.389859 = -2634239.867442
  nChanged 221
		SP:Iteration 18Q (77882.590000 sec): 3 clusters
  Score: Raw -2637674.041933 + Penalty 3281.389859 = -2634392.652073
  nChanged 121
		SP:Iteration 19Q (77882.960000 sec): 3 clusters
  Score: Raw -2637750.192170 + Penalty 3281.389859 = -2634468.802311
  nChanged 77
		SP:Iteration 20F (77883.230000 sec): 3 clusters
  Score: Raw -2637804.593673 + Penalty 3281.389859 = -2634523.203814
  nChanged 60
		SP:Iteration 21Q (77883.590000 sec): 3 clusters
  Score: Raw -2637846.131121 + Penalty 3281.389859 = -2634564.741262
  nChanged 45
		SP:Iteration 22Q (77883.830000 sec): 3 clusters
  Score: Raw -2637873.666766 + Penalty 3281.389859 = -2634592.276906
  nChanged 32
		SP:Iteration 23Q (77884.140000 sec): 3 clusters
  Score: Raw -2637894.994168 + Penalty 3281.389859 = -2634613.604309
  nChanged 27
		SP:Iteration 24Q (77884.460000 sec): 3 clusters
  Score: Raw -2637907.962957 + Penalty 3281.389859 = -2634626.573098
  nChanged 14
		SP:Iteration 25Q (77884.740000 sec): 3 clusters
  Score: Raw -2637916.384571 + Penalty 3281.389859 = -2634634.994712
  nChanged 16
		SP:Iteration 26Q (77885.010000 sec): 3 clusters
  Score: Raw -2637926.394695 + Penalty 3281.389859 = -2634645.004835
  nChanged 12
		SP:Iteration 27Q (77885.320000 sec): 3 clusters
  Score: Raw -2637935.641877 + Penalty 3281.389859 = -2634654.252018
  nChanged 11
		SP:Iteration 28Q (77885.620000 sec): 3 clusters
  Score: Raw -2637942.948949 + Penalty 3281.389859 = -2634661.559090
  nChanged 8
		SP:Iteration 29Q (77885.890000 sec): 3 clusters
  Score: Raw -2637946.938919 + Penalty 3281.389859 = -2634665.549059
  nChanged 8
		SP:Iteration 30Q (77886.160000 sec): 3 clusters
  Score: Raw -2637952.616287 + Penalty 3281.389859 = -2634671.226427
  nChanged 9
		SP:Iteration 31Q (77886.500000 sec): 3 clusters
  Score: Raw -2637956.781550 + Penalty 3281.389859 = -2634675.391691
  nChanged 6
		SP:Iteration 32Q (77886.730000 sec): 3 clusters
  Score: Raw -2637959.735457 + Penalty 3281.389859 = -2634678.345597
  nChanged 3
		SP:Iteration 33Q (77887.010000 sec): 3 clusters
  Score: Raw -2637961.562700 + Penalty 3281.389859 = -2634680.172841
  nChanged 3
		SP:Iteration 34Q (77887.360000 sec): 3 clusters
  Score: Raw -2637962.804896 + Penalty 3281.389859 = -2634681.415037
  nChanged 3
		SP:Iteration 35Q (77887.680000 sec): 3 clusters
  Score: Raw -2637964.678187 + Penalty 3281.389859 = -2634683.288328
  nChanged 3
		SP:Iteration 36Q (77887.940000 sec): 3 clusters
  Score: Raw -2637967.401277 + Penalty 3281.389859 = -2634686.011418
  nChanged 3
		SP:Iteration 37Q (77888.250000 sec): 3 clusters
  Score: Raw -2637969.757716 + Penalty 3281.389859 = -2634688.367856
  nChanged 3
		SP:Iteration 38Q (77888.540000 sec): 3 clusters
  Score: Raw -2637972.495702 + Penalty 3281.389859 = -2634691.105843
  nChanged 4
		SP:Iteration 39Q (77888.830000 sec): 3 clusters
  Score: Raw -2637975.029396 + Penalty 3281.389859 = -2634693.639537
  nChanged 2
		SP:Iteration 40F (77889.100000 sec): 3 clusters
  Score: Raw -2637976.079675 + Penalty 3281.389859 = -2634694.689816
  nChanged 2
		SP:Iteration 41Q (77889.380000 sec): 3 clusters
  Score: Raw -2637977.190177 + Penalty 3281.389859 = -2634695.800318
  nChanged 3
		SP:Iteration 42Q (77889.660000 sec): 3 clusters
  Score: Raw -2637979.982897 + Penalty 3281.389859 = -2634698.593038
  nChanged 3
		SP:Iteration 43Q (77889.980000 sec): 3 clusters
  Score: Raw -2637981.982891 + Penalty 3281.389859 = -2634700.593032
  nChanged 1
		SP:Iteration 44Q (77890.260000 sec): 3 clusters
  Score: Raw -2637982.565376 + Penalty 3281.389859 = -2634701.175516
  nChanged 1
		SP:Iteration 45Q (77890.570000 sec): 3 clusters
  Score: Raw -2637983.338559 + Penalty 3281.389859 = -2634701.948700
  nChanged 3
		SP:Iteration 46Q (77890.850000 sec): 3 clusters
  Score: Raw -2637984.824868 + Penalty 3281.389859 = -2634703.435009
  nChanged 2
		SP:Iteration 47Q (77891.120000 sec): 3 clusters
  Score: Raw -2637985.570979 + Penalty 3281.389859 = -2634704.181120
  nChanged 3
		SP:Iteration 48Q (77891.450000 sec): 3 clusters
  Score: Raw -2637986.941963 + Penalty 3281.389859 = -2634705.552103
  nChanged 2
		SP:Iteration 49Q (77891.750000 sec): 3 clusters
  Score: Raw -2637987.935200 + Penalty 3281.389859 = -2634706.545341
  nChanged 2
		SP:Iteration 50Q (77892.120000 sec): 3 clusters
  Score: Raw -2637988.571455 + Penalty 3281.389859 = -2634707.181596
  nChanged 0
		SP:Iteration 51F (77892.430000 sec): 3 clusters
  Score: Raw -2637988.571455 + Penalty 3281.389859 = -2634707.181596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77892.520000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77892.690000 sec): 3 clusters
  Score: Raw -347709.002013 + Penalty 2628.782587 = -345080.219427
  nChanged 1277
		SP:Iteration 1F (77892.890000 sec): 3 clusters
  Score: Raw -348494.366532 + Penalty 2628.782587 = -345865.583946
  nChanged 237
		SP:Iteration 2F (77893.050000 sec): 3 clusters
  Score: Raw -348629.357657 + Penalty 2628.782587 = -346000.575071
  nChanged 143
		SP:Iteration 3Q (77893.250000 sec): 3 clusters
  Score: Raw -348698.972858 + Penalty 2628.782587 = -346070.190271
  nChanged 102
		SP:Iteration 4Q (77893.460000 sec): 3 clusters
  Score: Raw -348749.055226 + Penalty 2628.782587 = -346120.272640
  nChanged 103
		SP:Iteration 5Q (77893.640000 sec): 3 clusters
  Score: Raw -348795.200408 + Penalty 2628.782587 = -346166.417821
  nChanged 82
		SP:Iteration 6Q (77893.810000 sec): 3 clusters
  Score: Raw -348830.363870 + Penalty 2628.782587 = -346201.581283
  nChanged 66
		SP:Iteration 7Q (77894.000000 sec): 3 clusters
  Score: Raw -348857.293573 + Penalty 2628.782587 = -346228.510986
  nChanged 60
		SP:Iteration 8Q (77894.200000 sec): 3 clusters
  Score: Raw -348883.432156 + Penalty 2628.782587 = -346254.649569
  nChanged 57
		SP:Iteration 9Q (77894.390000 sec): 3 clusters
  Score: Raw -348910.629140 + Penalty 2628.782587 = -346281.846553
  nChanged 56
		SP:Iteration 10Q (77894.560000 sec): 3 clusters
  Score: Raw -348938.628521 + Penalty 2628.782587 = -346309.845934
  nChanged 62
		SP:Iteration 11Q (77894.770000 sec): 3 clusters
  Score: Raw -348969.273562 + Penalty 2628.782587 = -346340.490975
  nChanged 50
		SP:Iteration 12Q (77894.910000 sec): 3 clusters
  Score: Raw -348986.405955 + Penalty 2628.782587 = -346357.623368
  nChanged 40
		SP:Iteration 13Q (77895.090000 sec): 3 clusters
  Score: Raw -349002.556878 + Penalty 2628.782587 = -346373.774291
  nChanged 44
		SP:Iteration 14Q (77895.270000 sec): 3 clusters
  Score: Raw -349018.233296 + Penalty 2628.782587 = -346389.450709
  nChanged 37
		SP:Iteration 15Q (77895.450000 sec): 3 clusters
  Score: Raw -349031.567731 + Penalty 2628.782587 = -346402.785144
  nChanged 39
		SP:Iteration 16Q (77895.660000 sec): 3 clusters
  Score: Raw -349045.657284 + Penalty 2628.782587 = -346416.874697
  nChanged 37
		SP:Iteration 17Q (77895.810000 sec): 3 clusters
  Score: Raw -349061.539342 + Penalty 2628.782587 = -346432.756755
  nChanged 36
		SP:Iteration 18Q (77895.990000 sec): 3 clusters
  Score: Raw -349076.258325 + Penalty 2628.782587 = -346447.475738
  nChanged 32
		SP:Iteration 19Q (77896.170000 sec): 3 clusters
  Score: Raw -349090.732091 + Penalty 2628.782587 = -346461.949505
  nChanged 33
		SP:Iteration 20F (77896.350000 sec): 3 clusters
  Score: Raw -349103.358484 + Penalty 2628.782587 = -346474.575897
  nChanged 34
		SP:Iteration 21Q (77896.550000 sec): 3 clusters
  Score: Raw -349119.234950 + Penalty 2628.782587 = -346490.452363
  nChanged 28
		SP:Iteration 22Q (77896.730000 sec): 3 clusters
  Score: Raw -349130.639201 + Penalty 2628.782587 = -346501.856614
  nChanged 25
		SP:Iteration 23Q (77896.910000 sec): 3 clusters
  Score: Raw -349141.580757 + Penalty 2628.782587 = -346512.798171
  nChanged 24
		SP:Iteration 24Q (77897.080000 sec): 3 clusters
  Score: Raw -349149.733692 + Penalty 2628.782587 = -346520.951106
  nChanged 22
		SP:Iteration 25Q (77897.310000 sec): 3 clusters
  Score: Raw -349159.351402 + Penalty 2628.782587 = -346530.568815
  nChanged 19
		SP:Iteration 26Q (77897.480000 sec): 3 clusters
  Score: Raw -349168.375322 + Penalty 2628.782587 = -346539.592735
  nChanged 14
		SP:Iteration 27Q (77897.680000 sec): 3 clusters
  Score: Raw -349174.980353 + Penalty 2628.782587 = -346546.197766
  nChanged 19
		SP:Iteration 28Q (77897.850000 sec): 3 clusters
  Score: Raw -349183.463637 + Penalty 2628.782587 = -346554.681050
  nChanged 13
		SP:Iteration 29Q (77898.010000 sec): 3 clusters
  Score: Raw -349189.510970 + Penalty 2628.782587 = -346560.728384
  nChanged 17
		SP:Iteration 30Q (77898.190000 sec): 3 clusters
  Score: Raw -349196.165765 + Penalty 2628.782587 = -346567.383178
  nChanged 14
		SP:Iteration 31Q (77898.370000 sec): 3 clusters
  Score: Raw -349202.371413 + Penalty 2628.782587 = -346573.588826
  nChanged 17
		SP:Iteration 32Q (77898.530000 sec): 3 clusters
  Score: Raw -349210.442274 + Penalty 2628.782587 = -346581.659687
  nChanged 19
		SP:Iteration 33Q (77898.690000 sec): 3 clusters
  Score: Raw -349216.731822 + Penalty 2628.782587 = -346587.949235
  nChanged 8
		SP:Iteration 34Q (77898.870000 sec): 3 clusters
  Score: Raw -349219.551559 + Penalty 2628.782587 = -346590.768973
  nChanged 13
		SP:Iteration 35Q (77899.060000 sec): 3 clusters
  Score: Raw -349228.273822 + Penalty 2628.782587 = -346599.491236
  nChanged 18
		SP:Iteration 36Q (77899.210000 sec): 3 clusters
  Score: Raw -349238.300601 + Penalty 2628.782587 = -346609.518014
  nChanged 19
		SP:Iteration 37Q (77899.350000 sec): 3 clusters
  Score: Raw -349249.624089 + Penalty 2628.782587 = -346620.841503
  nChanged 15
		SP:Iteration 38Q (77899.580000 sec): 3 clusters
  Score: Raw -349256.005838 + Penalty 2628.782587 = -346627.223251
  nChanged 19
		SP:Iteration 39Q (77899.760000 sec): 3 clusters
  Score: Raw -349266.413102 + Penalty 2628.782587 = -346637.630515
  nChanged 16
		SP:Iteration 40F (77899.960000 sec): 3 clusters
  Score: Raw -349272.145783 + Penalty 2628.782587 = -346643.363196
  nChanged 8
		SP:Iteration 41Q (77900.130000 sec): 3 clusters
  Score: Raw -349276.611961 + Penalty 2628.782587 = -346647.829374
  nChanged 14
		SP:Iteration 42Q (77900.290000 sec): 3 clusters
  Score: Raw -349283.274798 + Penalty 2628.782587 = -346654.492211
  nChanged 14
		SP:Iteration 43Q (77900.450000 sec): 3 clusters
  Score: Raw -349287.832330 + Penalty 2628.782587 = -346659.049744
  nChanged 5
		SP:Iteration 44Q (77900.640000 sec): 3 clusters
  Score: Raw -349289.377056 + Penalty 2628.782587 = -346660.594470
  nChanged 4
		SP:Iteration 45Q (77900.800000 sec): 3 clusters
  Score: Raw -349292.075945 + Penalty 2628.782587 = -346663.293358
  nChanged 4
		SP:Iteration 46Q (77901.010000 sec): 3 clusters
  Score: Raw -349293.849498 + Penalty 2628.782587 = -346665.066911
  nChanged 3
		SP:Iteration 47Q (77901.190000 sec): 3 clusters
  Score: Raw -349294.986124 + Penalty 2628.782587 = -346666.203538
  nChanged 4
		SP:Iteration 48Q (77901.370000 sec): 3 clusters
  Score: Raw -349295.804074 + Penalty 2628.782587 = -346667.021487
  nChanged 2
		SP:Iteration 49Q (77901.530000 sec): 3 clusters
  Score: Raw -349297.130860 + Penalty 2628.782587 = -346668.348274
  nChanged 3
		SP:Iteration 50Q (77901.680000 sec): 3 clusters
  Score: Raw -349298.260653 + Penalty 2628.782587 = -346669.478066
  nChanged 1
		SP:Iteration 51Q (77901.850000 sec): 3 clusters
  Score: Raw -349298.380326 + Penalty 2628.782587 = -346669.597739
  nChanged 0
		SP:Iteration 52F (77902.020000 sec): 3 clusters
  Score: Raw -349298.380326 + Penalty 2628.782587 = -346669.597739
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77902.150000 sec): 2 clusters
  Score: Raw -480036.682470 + Penalty 1376.935669 = -478659.746802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77902.370000 sec): 3 clusters
  Score: Raw -477584.189204 + Penalty 2753.871337 = -474830.317867
  nChanged 1918
		SP:Iteration 1F (77902.560000 sec): 3 clusters
  Score: Raw -478886.453149 + Penalty 2753.871337 = -476132.581812
  nChanged 432
		SP:Iteration 2F (77902.690000 sec): 3 clusters
  Score: Raw -479217.284065 + Penalty 2753.871337 = -476463.412728
  nChanged 301
		SP:Iteration 3F (77902.870000 sec): 3 clusters
  Score: Raw -479403.941941 + Penalty 2753.871337 = -476650.070604
  nChanged 215
		SP:Iteration 4Q (77903.050000 sec): 3 clusters
  Score: Raw -479529.878207 + Penalty 2753.871337 = -476776.006870
  nChanged 173
		SP:Iteration 5Q (77903.240000 sec): 3 clusters
  Score: Raw -479637.208423 + Penalty 2753.871337 = -476883.337086
  nChanged 154
		SP:Iteration 6Q (77903.450000 sec): 3 clusters
  Score: Raw -479728.598555 + Penalty 2753.871337 = -476974.727217
  nChanged 140
		SP:Iteration 7Q (77903.670000 sec): 3 clusters
  Score: Raw -479815.623244 + Penalty 2753.871337 = -477061.751907
  nChanged 115
		SP:Iteration 8Q (77903.850000 sec): 3 clusters
  Score: Raw -479874.462565 + Penalty 2753.871337 = -477120.591228
  nChanged 87
		SP:Iteration 9Q (77904.050000 sec): 3 clusters
  Score: Raw -479923.076401 + Penalty 2753.871337 = -477169.205064
  nChanged 81
		SP:Iteration 10Q (77904.240000 sec): 3 clusters
  Score: Raw -479971.832889 + Penalty 2753.871337 = -477217.961551
  nChanged 72
		SP:Iteration 11Q (77904.430000 sec): 3 clusters
  Score: Raw -480015.040593 + Penalty 2753.871337 = -477261.169256
  nChanged 75
		SP:Iteration 12Q (77904.600000 sec): 3 clusters
  Score: Raw -480059.159527 + Penalty 2753.871337 = -477305.288190
  nChanged 73
		SP:Iteration 13Q (77904.770000 sec): 3 clusters
  Score: Raw -480097.161870 + Penalty 2753.871337 = -477343.290532
  nChanged 51
		SP:Iteration 14Q (77904.980000 sec): 3 clusters
  Score: Raw -480116.131797 + Penalty 2753.871337 = -477362.260460
  nChanged 44
		SP:Iteration 15Q (77905.100000 sec): 3 clusters
  Score: Raw -480134.520390 + Penalty 2753.871337 = -477380.649053
  nChanged 31
		SP:Iteration 16Q (77905.300000 sec): 3 clusters
  Score: Raw -480145.070411 + Penalty 2753.871337 = -477391.199073
  nChanged 33
		SP:Iteration 17Q (77905.510000 sec): 3 clusters
  Score: Raw -480158.495219 + Penalty 2753.871337 = -477404.623882
  nChanged 26
		SP:Iteration 18Q (77905.710000 sec): 3 clusters
  Score: Raw -480167.051895 + Penalty 2753.871337 = -477413.180558
  nChanged 21
		SP:Iteration 19Q (77905.870000 sec): 3 clusters
  Score: Raw -480174.873557 + Penalty 2753.871337 = -477421.002220
  nChanged 22
		SP:Iteration 20F (77906.110000 sec): 3 clusters
  Score: Raw -480181.285623 + Penalty 2753.871337 = -477427.414286
  nChanged 17
		SP:Iteration 21Q (77906.310000 sec): 3 clusters
  Score: Raw -480186.626839 + Penalty 2753.871337 = -477432.755502
  nChanged 12
		SP:Iteration 22Q (77906.480000 sec): 3 clusters
  Score: Raw -480190.381079 + Penalty 2753.871337 = -477436.509742
  nChanged 12
		SP:Iteration 23Q (77906.640000 sec): 3 clusters
  Score: Raw -480192.628987 + Penalty 2753.871337 = -477438.757650
  nChanged 3
		SP:Iteration 24Q (77906.850000 sec): 3 clusters
  Score: Raw -480193.409324 + Penalty 2753.871337 = -477439.537986
  nChanged 6
		SP:Iteration 25Q (77907.070000 sec): 3 clusters
  Score: Raw -480194.592399 + Penalty 2753.871337 = -477440.721061
  nChanged 5
		SP:Iteration 26Q (77907.240000 sec): 3 clusters
  Score: Raw -480196.411262 + Penalty 2753.871337 = -477442.539925
  nChanged 10
		SP:Iteration 27Q (77907.480000 sec): 3 clusters
  Score: Raw -480199.082289 + Penalty 2753.871337 = -477445.210952
  nChanged 7
		SP:Iteration 28Q (77907.670000 sec): 3 clusters
  Score: Raw -480200.954125 + Penalty 2753.871337 = -477447.082788
  nChanged 8
		SP:Iteration 29Q (77907.860000 sec): 3 clusters
  Score: Raw -480202.947942 + Penalty 2753.871337 = -477449.076604
  nChanged 7
		SP:Iteration 30Q (77908.040000 sec): 3 clusters
  Score: Raw -480205.446569 + Penalty 2753.871337 = -477451.575231
  nChanged 5
		SP:Iteration 31Q (77908.280000 sec): 3 clusters
  Score: Raw -480206.241927 + Penalty 2753.871337 = -477452.370590
  nChanged 1
		SP:Iteration 32Q (77908.430000 sec): 3 clusters
  Score: Raw -480206.404486 + Penalty 2753.871337 = -477452.533149
  nChanged 2
		SP:Iteration 33Q (77908.630000 sec): 3 clusters
  Score: Raw -480206.849225 + Penalty 2753.871337 = -477452.977888
  nChanged 2
		SP:Iteration 34Q (77908.820000 sec): 3 clusters
  Score: Raw -480207.363178 + Penalty 2753.871337 = -477453.491841
  nChanged 1
		SP:Iteration 35Q (77909.030000 sec): 3 clusters
  Score: Raw -480207.648788 + Penalty 2753.871337 = -477453.777451
  nChanged 3
		SP:Iteration 36Q (77909.200000 sec): 3 clusters
  Score: Raw -480208.961616 + Penalty 2753.871337 = -477455.090279
  nChanged 6
		SP:Iteration 37Q (77909.390000 sec): 3 clusters
  Score: Raw -480211.930639 + Penalty 2753.871337 = -477458.059301
  nChanged 11
		SP:Iteration 38Q (77909.570000 sec): 3 clusters
  Score: Raw -480214.734071 + Penalty 2753.871337 = -477460.862734
  nChanged 9
		SP:Iteration 39Q (77909.780000 sec): 3 clusters
  Score: Raw -480217.022484 + Penalty 2753.871337 = -477463.151146
  nChanged 5
		SP:Iteration 40F (77909.960000 sec): 3 clusters
  Score: Raw -480218.327533 + Penalty 2753.871337 = -477464.456196
  nChanged 4
		SP:Iteration 41Q (77910.160000 sec): 3 clusters
  Score: Raw -480219.640803 + Penalty 2753.871337 = -477465.769466
  nChanged 4
		SP:Iteration 42Q (77910.350000 sec): 3 clusters
  Score: Raw -480220.564849 + Penalty 2753.871337 = -477466.693512
  nChanged 4
		SP:Iteration 43Q (77910.550000 sec): 3 clusters
  Score: Raw -480221.714687 + Penalty 2753.871337 = -477467.843350
  nChanged 6
		SP:Iteration 44Q (77910.750000 sec): 3 clusters
  Score: Raw -480223.411393 + Penalty 2753.871337 = -477469.540055
  nChanged 6
		SP:Iteration 45Q (77910.930000 sec): 3 clusters
  Score: Raw -480225.019412 + Penalty 2753.871337 = -477471.148075
  nChanged 6
		SP:Iteration 46Q (77911.120000 sec): 3 clusters
  Score: Raw -480226.895134 + Penalty 2753.871337 = -477473.023797
  nChanged 6
		SP:Iteration 47Q (77911.300000 sec): 3 clusters
  Score: Raw -480229.321847 + Penalty 2753.871337 = -477475.450509
  nChanged 7
		SP:Iteration 48Q (77911.480000 sec): 3 clusters
  Score: Raw -480231.494180 + Penalty 2753.871337 = -477477.622843
  nChanged 8
		SP:Iteration 49Q (77911.710000 sec): 3 clusters
  Score: Raw -480234.399813 + Penalty 2753.871337 = -477480.528476
  nChanged 10
		SP:Iteration 50Q (77911.880000 sec): 3 clusters
  Score: Raw -480238.471961 + Penalty 2753.871337 = -477484.600624
  nChanged 6
		SP:Iteration 51Q (77912.080000 sec): 3 clusters
  Score: Raw -480240.413836 + Penalty 2753.871337 = -477486.542499
  nChanged 7
		SP:Iteration 52Q (77912.220000 sec): 3 clusters
  Score: Raw -480243.162942 + Penalty 2753.871337 = -477489.291605
  nChanged 9
		SP:Iteration 53Q (77912.410000 sec): 3 clusters
  Score: Raw -480247.024376 + Penalty 2753.871337 = -477493.153039
  nChanged 9
		SP:Iteration 54Q (77912.570000 sec): 3 clusters
  Score: Raw -480250.598676 + Penalty 2753.871337 = -477496.727338
  nChanged 9
		SP:Iteration 55Q (77912.750000 sec): 3 clusters
  Score: Raw -480254.159390 + Penalty 2753.871337 = -477500.288052
  nChanged 12
		SP:Iteration 56Q (77912.920000 sec): 3 clusters
  Score: Raw -480258.727291 + Penalty 2753.871337 = -477504.855954
  nChanged 14
		SP:Iteration 57Q (77913.100000 sec): 3 clusters
  Score: Raw -480263.497229 + Penalty 2753.871337 = -477509.625892
  nChanged 11
		SP:Iteration 58Q (77913.290000 sec): 3 clusters
  Score: Raw -480266.474256 + Penalty 2753.871337 = -477512.602918
  nChanged 7
		SP:Iteration 59Q (77913.470000 sec): 3 clusters
  Score: Raw -480268.645041 + Penalty 2753.871337 = -477514.773703
  nChanged 8
		SP:Iteration 60F (77913.650000 sec): 3 clusters
  Score: Raw -480270.027140 + Penalty 2753.871337 = -477516.155803
  nChanged 2
		SP:Iteration 61Q (77913.890000 sec): 3 clusters
  Score: Raw -480270.320810 + Penalty 2753.871337 = -477516.449473
  nChanged 1
		SP:Iteration 62Q (77914.070000 sec): 3 clusters
  Score: Raw -480270.563751 + Penalty 2753.871337 = -477516.692413
  nChanged 0
		SP:Iteration 63F (77914.250000 sec): 3 clusters
  Score: Raw -480270.563751 + Penalty 2753.871337 = -477516.692413
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77914.340000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77914.510000 sec): 3 clusters
  Score: Raw -437317.261660 + Penalty 2710.803298 = -434606.458361
  nChanged 1639
		SP:Iteration 1F (77914.710000 sec): 3 clusters
  Score: Raw -438364.171817 + Penalty 2710.803298 = -435653.368519
  nChanged 380
		SP:Iteration 2F (77914.920000 sec): 3 clusters
  Score: Raw -438682.824648 + Penalty 2710.803298 = -435972.021350
  nChanged 305
		SP:Iteration 3F (77915.100000 sec): 3 clusters
  Score: Raw -438984.394524 + Penalty 2710.803298 = -436273.591225
  nChanged 276
		SP:Iteration 4F (77915.260000 sec): 3 clusters
  Score: Raw -439235.098053 + Penalty 2710.803298 = -436524.294754
  nChanged 241
		SP:Iteration 5F (77915.440000 sec): 3 clusters
  Score: Raw -439473.361613 + Penalty 2710.803298 = -436762.558314
  nChanged 213
		SP:Iteration 6F (77915.620000 sec): 3 clusters
  Score: Raw -439661.933892 + Penalty 2710.803298 = -436951.130594
  nChanged 157
		SP:Iteration 7Q (77915.780000 sec): 3 clusters
  Score: Raw -439765.339662 + Penalty 2710.803298 = -437054.536364
  nChanged 114
		SP:Iteration 8Q (77915.940000 sec): 3 clusters
  Score: Raw -439846.585385 + Penalty 2710.803298 = -437135.782087
  nChanged 96
		SP:Iteration 9Q (77916.140000 sec): 3 clusters
  Score: Raw -439915.056304 + Penalty 2710.803298 = -437204.253006
  nChanged 83
		SP:Iteration 10Q (77916.350000 sec): 3 clusters
  Score: Raw -439964.448928 + Penalty 2710.803298 = -437253.645629
  nChanged 62
		SP:Iteration 11Q (77916.520000 sec): 3 clusters
  Score: Raw -439994.520180 + Penalty 2710.803298 = -437283.716882
  nChanged 56
		SP:Iteration 12Q (77916.730000 sec): 3 clusters
  Score: Raw -440016.011727 + Penalty 2710.803298 = -437305.208428
  nChanged 44
		SP:Iteration 13Q (77916.940000 sec): 3 clusters
  Score: Raw -440031.020955 + Penalty 2710.803298 = -437320.217656
  nChanged 29
		SP:Iteration 14Q (77917.110000 sec): 3 clusters
  Score: Raw -440037.957505 + Penalty 2710.803298 = -437327.154207
  nChanged 12
		SP:Iteration 15Q (77917.290000 sec): 3 clusters
  Score: Raw -440041.185033 + Penalty 2710.803298 = -437330.381734
  nChanged 15
		SP:Iteration 16Q (77917.470000 sec): 3 clusters
  Score: Raw -440044.045122 + Penalty 2710.803298 = -437333.241823
  nChanged 8
		SP:Iteration 17Q (77917.640000 sec): 3 clusters
  Score: Raw -440045.619605 + Penalty 2710.803298 = -437334.816306
  nChanged 7
		SP:Iteration 18Q (77917.860000 sec): 3 clusters
  Score: Raw -440047.943644 + Penalty 2710.803298 = -437337.140345
  nChanged 8
		SP:Iteration 19Q (77918.030000 sec): 3 clusters
  Score: Raw -440049.831884 + Penalty 2710.803298 = -437339.028585
  nChanged 14
		SP:Iteration 20F (77918.240000 sec): 3 clusters
  Score: Raw -440054.091868 + Penalty 2710.803298 = -437343.288570
  nChanged 16
		SP:Iteration 21Q (77918.420000 sec): 3 clusters
  Score: Raw -440057.801515 + Penalty 2710.803298 = -437346.998216
  nChanged 13
		SP:Iteration 22Q (77918.580000 sec): 3 clusters
  Score: Raw -440060.893013 + Penalty 2710.803298 = -437350.089714
  nChanged 10
		SP:Iteration 23Q (77918.780000 sec): 3 clusters
  Score: Raw -440062.941034 + Penalty 2710.803298 = -437352.137736
  nChanged 9
		SP:Iteration 24Q (77918.940000 sec): 3 clusters
  Score: Raw -440064.870478 + Penalty 2710.803298 = -437354.067180
  nChanged 14
		SP:Iteration 25Q (77919.160000 sec): 3 clusters
  Score: Raw -440068.502178 + Penalty 2710.803298 = -437357.698879
  nChanged 12
		SP:Iteration 26Q (77919.320000 sec): 3 clusters
  Score: Raw -440070.921949 + Penalty 2710.803298 = -437360.118650
  nChanged 11
		SP:Iteration 27Q (77919.550000 sec): 3 clusters
  Score: Raw -440073.300969 + Penalty 2710.803298 = -437362.497671
  nChanged 6
		SP:Iteration 28Q (77919.740000 sec): 3 clusters
  Score: Raw -440074.644794 + Penalty 2710.803298 = -437363.841495
  nChanged 7
		SP:Iteration 29Q (77919.880000 sec): 3 clusters
  Score: Raw -440076.426322 + Penalty 2710.803298 = -437365.623023
  nChanged 6
		SP:Iteration 30Q (77920.070000 sec): 3 clusters
  Score: Raw -440077.877950 + Penalty 2710.803298 = -437367.074651
  nChanged 6
		SP:Iteration 31Q (77920.250000 sec): 3 clusters
  Score: Raw -440079.483125 + Penalty 2710.803298 = -437368.679826
  nChanged 6
		SP:Iteration 32Q (77920.480000 sec): 3 clusters
  Score: Raw -440080.388169 + Penalty 2710.803298 = -437369.584870
  nChanged 4
		SP:Iteration 33Q (77920.650000 sec): 3 clusters
  Score: Raw -440081.125319 + Penalty 2710.803298 = -437370.322020
  nChanged 7
		SP:Iteration 34Q (77920.860000 sec): 3 clusters
  Score: Raw -440082.809137 + Penalty 2710.803298 = -437372.005839
  nChanged 8
		SP:Iteration 35Q (77921.030000 sec): 3 clusters
  Score: Raw -440084.792029 + Penalty 2710.803298 = -437373.988730
  nChanged 8
		SP:Iteration 36Q (77921.220000 sec): 3 clusters
  Score: Raw -440086.531892 + Penalty 2710.803298 = -437375.728593
  nChanged 7
		SP:Iteration 37Q (77921.430000 sec): 3 clusters
  Score: Raw -440088.161611 + Penalty 2710.803298 = -437377.358312
  nChanged 9
		SP:Iteration 38Q (77921.640000 sec): 3 clusters
  Score: Raw -440090.291297 + Penalty 2710.803298 = -437379.487998
  nChanged 7
		SP:Iteration 39Q (77921.800000 sec): 3 clusters
  Score: Raw -440091.406370 + Penalty 2710.803298 = -437380.603071
  nChanged 5
		SP:Iteration 40F (77922.010000 sec): 3 clusters
  Score: Raw -440092.245056 + Penalty 2710.803298 = -437381.441757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77922.100000 sec): 2 clusters
  Score: Raw -684626.134049 + Penalty 1419.940312 = -683206.193737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77922.280000 sec): 3 clusters
  Score: Raw -681234.014858 + Penalty 2839.880625 = -678394.134234
  nChanged 2543
		SP:Iteration 1F (77922.510000 sec): 3 clusters
  Score: Raw -682585.422575 + Penalty 2839.880625 = -679745.541950
  nChanged 421
		SP:Iteration 2F (77922.710000 sec): 3 clusters
  Score: Raw -682798.578209 + Penalty 2839.880625 = -679958.697584
  nChanged 376
		SP:Iteration 3F (77922.910000 sec): 3 clusters
  Score: Raw -682982.208815 + Penalty 2839.880625 = -680142.328190
  nChanged 279
		SP:Iteration 4Q (77923.070000 sec): 3 clusters
  Score: Raw -683105.594986 + Penalty 2839.880625 = -680265.714361
  nChanged 237
		SP:Iteration 5Q (77923.270000 sec): 3 clusters
  Score: Raw -683208.023662 + Penalty 2839.880625 = -680368.143037
  nChanged 216
		SP:Iteration 6Q (77923.470000 sec): 3 clusters
  Score: Raw -683307.989534 + Penalty 2839.880625 = -680468.108909
  nChanged 195
		SP:Iteration 7Q (77923.680000 sec): 3 clusters
  Score: Raw -683394.721608 + Penalty 2839.880625 = -680554.840983
  nChanged 183
		SP:Iteration 8Q (77923.880000 sec): 3 clusters
  Score: Raw -683476.317717 + Penalty 2839.880625 = -680636.437092
  nChanged 200
		SP:Iteration 9Q (77924.050000 sec): 3 clusters
  Score: Raw -683576.502538 + Penalty 2839.880625 = -680736.621913
  nChanged 190
		SP:Iteration 10Q (77924.250000 sec): 3 clusters
  Score: Raw -683665.635426 + Penalty 2839.880625 = -680825.754801
  nChanged 164
		SP:Iteration 11Q (77924.390000 sec): 3 clusters
  Score: Raw -683744.417095 + Penalty 2839.880625 = -680904.536470
  nChanged 170
		SP:Iteration 12Q (77924.610000 sec): 3 clusters
  Score: Raw -683831.280321 + Penalty 2839.880625 = -680991.399696
  nChanged 196
		SP:Iteration 13Q (77924.780000 sec): 3 clusters
  Score: Raw -683938.628425 + Penalty 2839.880625 = -681098.747800
  nChanged 187
		SP:Iteration 14Q (77924.980000 sec): 3 clusters
  Score: Raw -684061.181785 + Penalty 2839.880625 = -681221.301161
  nChanged 193
		SP:Iteration 15Q (77925.170000 sec): 3 clusters
  Score: Raw -684193.385671 + Penalty 2839.880625 = -681353.505046
  nChanged 188
		SP:Iteration 16Q (77925.340000 sec): 3 clusters
  Score: Raw -684317.189935 + Penalty 2839.880625 = -681477.309310
  nChanged 176
		SP:Iteration 17Q (77925.570000 sec): 3 clusters
  Score: Raw -684447.919809 + Penalty 2839.880625 = -681608.039184
  nChanged 136
		SP:Iteration 18Q (77925.760000 sec): 3 clusters
  Score: Raw -684545.112365 + Penalty 2839.880625 = -681705.231740
  nChanged 126
		SP:Iteration 19Q (77925.980000 sec): 3 clusters
  Score: Raw -684618.449146 + Penalty 2839.880625 = -681778.568522
  nChanged 93
		SP:Iteration 20F (77926.180000 sec): 3 clusters
  Score: Raw -684676.172197 + Penalty 2839.880625 = -681836.291572
  nChanged 80
		SP:Iteration 21Q (77926.370000 sec): 3 clusters
  Score: Raw -684721.517993 + Penalty 2839.880625 = -681881.637369
  nChanged 69
		SP:Iteration 22Q (77926.550000 sec): 3 clusters
  Score: Raw -684759.408878 + Penalty 2839.880625 = -681919.528253
  nChanged 70
		SP:Iteration 23Q (77926.780000 sec): 3 clusters
  Score: Raw -684800.963365 + Penalty 2839.880625 = -681961.082740
  nChanged 57
		SP:Iteration 24Q (77926.990000 sec): 3 clusters
  Score: Raw -684832.267895 + Penalty 2839.880625 = -681992.387270
  nChanged 53
		SP:Iteration 25Q (77927.190000 sec): 3 clusters
  Score: Raw -684863.497437 + Penalty 2839.880625 = -682023.616812
  nChanged 60
		SP:Iteration 26Q (77927.360000 sec): 3 clusters
  Score: Raw -684890.279762 + Penalty 2839.880625 = -682050.399138
  nChanged 41
		SP:Iteration 27Q (77927.590000 sec): 3 clusters
  Score: Raw -684908.475727 + Penalty 2839.880625 = -682068.595102
  nChanged 35
		SP:Iteration 28Q (77927.760000 sec): 3 clusters
  Score: Raw -684924.808896 + Penalty 2839.880625 = -682084.928271
  nChanged 36
		SP:Iteration 29Q (77927.990000 sec): 3 clusters
  Score: Raw -684938.845427 + Penalty 2839.880625 = -682098.964802
  nChanged 23
		SP:Iteration 30Q (77928.150000 sec): 3 clusters
  Score: Raw -684945.633095 + Penalty 2839.880625 = -682105.752470
  nChanged 14
		SP:Iteration 31Q (77928.350000 sec): 3 clusters
  Score: Raw -684948.937437 + Penalty 2839.880625 = -682109.056812
  nChanged 8
		SP:Iteration 32Q (77928.560000 sec): 3 clusters
  Score: Raw -684950.489513 + Penalty 2839.880625 = -682110.608888
  nChanged 6
		SP:Iteration 33Q (77928.790000 sec): 3 clusters
  Score: Raw -684952.085715 + Penalty 2839.880625 = -682112.205090
  nChanged 6
		SP:Iteration 34Q (77929.020000 sec): 3 clusters
  Score: Raw -684953.729403 + Penalty 2839.880625 = -682113.848778
  nChanged 5
		SP:Iteration 35Q (77929.160000 sec): 3 clusters
  Score: Raw -684954.778969 + Penalty 2839.880625 = -682114.898344
  nChanged 4
		SP:Iteration 36Q (77929.390000 sec): 3 clusters
  Score: Raw -684955.375400 + Penalty 2839.880625 = -682115.494775
  nChanged 3
		SP:Iteration 37Q (77929.570000 sec): 3 clusters
  Score: Raw -684955.920145 + Penalty 2839.880625 = -682116.039520
  nChanged 2
		SP:Iteration 38Q (77929.800000 sec): 3 clusters
  Score: Raw -684956.206062 + Penalty 2839.880625 = -682116.325437
  nChanged 1
		SP:Iteration 39Q (77929.970000 sec): 3 clusters
  Score: Raw -684956.379690 + Penalty 2839.880625 = -682116.499065
  nChanged 1
		SP:Iteration 40F (77930.200000 sec): 3 clusters
  Score: Raw -684956.484663 + Penalty 2839.880625 = -682116.604038
  nChanged 1
		SP:Iteration 41Q (77930.430000 sec): 3 clusters
  Score: Raw -684956.815726 + Penalty 2839.880625 = -682116.935101
  nChanged 2
		SP:Iteration 42Q (77930.620000 sec): 3 clusters
  Score: Raw -684957.301720 + Penalty 2839.880625 = -682117.421095
  nChanged 1
		SP:Iteration 43Q (77930.800000 sec): 3 clusters
  Score: Raw -684957.509513 + Penalty 2839.880625 = -682117.628889
  nChanged 1
		SP:Iteration 44Q (77931.000000 sec): 3 clusters
  Score: Raw -684957.716766 + Penalty 2839.880625 = -682117.836141
  nChanged 1
		SP:Iteration 45Q (77931.200000 sec): 3 clusters
  Score: Raw -684957.787842 + Penalty 2839.880625 = -682117.907217
  nChanged 1
		SP:Iteration 46Q (77931.390000 sec): 3 clusters
  Score: Raw -684957.868422 + Penalty 2839.880625 = -682117.987797
  nChanged 0
		SP:Iteration 47F (77931.600000 sec): 3 clusters
  Score: Raw -684957.868422 + Penalty 2839.880625 = -682117.987797
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77931.690000 sec): 2 clusters
  Score: Raw -325530.044681 + Penalty 1321.755644 = -324208.289036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77931.880000 sec): 3 clusters
  Score: Raw -323968.058479 + Penalty 2643.511289 = -321324.547190
  nChanged 1302
		SP:Iteration 1F (77932.090000 sec): 3 clusters
  Score: Raw -324904.321045 + Penalty 2643.511289 = -322260.809756
  nChanged 320
		SP:Iteration 2F (77932.240000 sec): 3 clusters
  Score: Raw -325229.467411 + Penalty 2643.511289 = -322585.956122
  nChanged 254
		SP:Iteration 3F (77932.430000 sec): 3 clusters
  Score: Raw -325466.720298 + Penalty 2643.511289 = -322823.209010
  nChanged 201
		SP:Iteration 4F (77932.640000 sec): 3 clusters
  Score: Raw -325648.270939 + Penalty 2643.511289 = -323004.759651
  nChanged 178
		SP:Iteration 5F (77932.800000 sec): 3 clusters
  Score: Raw -325783.166631 + Penalty 2643.511289 = -323139.655343
  nChanged 151
		SP:Iteration 6Q (77932.990000 sec): 3 clusters
  Score: Raw -325914.128781 + Penalty 2643.511289 = -323270.617492
  nChanged 145
		SP:Iteration 7Q (77933.200000 sec): 3 clusters
  Score: Raw -326058.116113 + Penalty 2643.511289 = -323414.604824
  nChanged 147
		SP:Iteration 8Q (77933.390000 sec): 3 clusters
  Score: Raw -326174.338044 + Penalty 2643.511289 = -323530.826756
  nChanged 99
		SP:Iteration 9Q (77933.550000 sec): 3 clusters
  Score: Raw -326246.727560 + Penalty 2643.511289 = -323603.216271
  nChanged 80
		SP:Iteration 10Q (77933.730000 sec): 3 clusters
  Score: Raw -326298.597153 + Penalty 2643.511289 = -323655.085864
  nChanged 63
		SP:Iteration 11Q (77933.890000 sec): 3 clusters
  Score: Raw -326331.821187 + Penalty 2643.511289 = -323688.309898
  nChanged 50
		SP:Iteration 12Q (77934.080000 sec): 3 clusters
  Score: Raw -326350.727668 + Penalty 2643.511289 = -323707.216380
  nChanged 27
		SP:Iteration 13Q (77934.260000 sec): 3 clusters
  Score: Raw -326361.118866 + Penalty 2643.511289 = -323717.607577
  nChanged 23
		SP:Iteration 14Q (77934.450000 sec): 3 clusters
  Score: Raw -326369.414453 + Penalty 2643.511289 = -323725.903164
  nChanged 24
		SP:Iteration 15Q (77934.670000 sec): 3 clusters
  Score: Raw -326376.843390 + Penalty 2643.511289 = -323733.332101
  nChanged 16
		SP:Iteration 16Q (77934.830000 sec): 3 clusters
  Score: Raw -326381.279397 + Penalty 2643.511289 = -323737.768109
  nChanged 16
		SP:Iteration 17Q (77934.990000 sec): 3 clusters
  Score: Raw -326386.892650 + Penalty 2643.511289 = -323743.381361
  nChanged 11
		SP:Iteration 18Q (77935.180000 sec): 3 clusters
  Score: Raw -326389.951783 + Penalty 2643.511289 = -323746.440494
  nChanged 6
		SP:Iteration 19Q (77935.320000 sec): 3 clusters
  Score: Raw -326391.626647 + Penalty 2643.511289 = -323748.115358
  nChanged 8
		SP:Iteration 20F (77935.480000 sec): 3 clusters
  Score: Raw -326393.853317 + Penalty 2643.511289 = -323750.342029
  nChanged 8
		SP:Iteration 21Q (77935.660000 sec): 3 clusters
  Score: Raw -326396.672233 + Penalty 2643.511289 = -323753.160944
  nChanged 7
		SP:Iteration 22Q (77935.800000 sec): 3 clusters
  Score: Raw -326397.905577 + Penalty 2643.511289 = -323754.394289
  nChanged 1
		SP:Iteration 23Q (77935.980000 sec): 3 clusters
  Score: Raw -326398.056739 + Penalty 2643.511289 = -323754.545450
  nChanged 1
		SP:Iteration 24Q (77936.190000 sec): 3 clusters
  Score: Raw -326398.238061 + Penalty 2643.511289 = -323754.726773
  nChanged 1
		SP:Iteration 25Q (77936.370000 sec): 3 clusters
  Score: Raw -326398.331905 + Penalty 2643.511289 = -323754.820617
  nChanged 1
		SP:Iteration 26Q (77936.550000 sec): 3 clusters
  Score: Raw -326398.578157 + Penalty 2643.511289 = -323755.066869
  nChanged 3
		SP:Iteration 27Q (77936.770000 sec): 3 clusters
  Score: Raw -326400.695439 + Penalty 2643.511289 = -323757.184150
  nChanged 5
		SP:Iteration 28Q (77936.930000 sec): 3 clusters
  Score: Raw -326403.302985 + Penalty 2643.511289 = -323759.791697
  nChanged 10
		SP:Iteration 29Q (77937.120000 sec): 3 clusters
  Score: Raw -326406.600354 + Penalty 2643.511289 = -323763.089066
  nChanged 8
		SP:Iteration 30Q (77937.290000 sec): 3 clusters
  Score: Raw -326408.232086 + Penalty 2643.511289 = -323764.720797
  nChanged 7
		SP:Iteration 31Q (77937.510000 sec): 3 clusters
  Score: Raw -326411.399965 + Penalty 2643.511289 = -323767.888676
  nChanged 8
		SP:Iteration 32Q (77937.660000 sec): 3 clusters
  Score: Raw -326413.564715 + Penalty 2643.511289 = -323770.053427
  nChanged 5
		SP:Iteration 33Q (77937.880000 sec): 3 clusters
  Score: Raw -326415.178004 + Penalty 2643.511289 = -323771.666716
  nChanged 6
		SP:Iteration 34Q (77938.040000 sec): 3 clusters
  Score: Raw -326417.234792 + Penalty 2643.511289 = -323773.723504
  nChanged 5
		SP:Iteration 35Q (77938.250000 sec): 3 clusters
  Score: Raw -326418.448937 + Penalty 2643.511289 = -323774.937648
  nChanged 4
		SP:Iteration 36Q (77938.440000 sec): 3 clusters
  Score: Raw -326419.613032 + Penalty 2643.511289 = -323776.101744
  nChanged 3
		SP:Iteration 37Q (77938.600000 sec): 3 clusters
  Score: Raw -326420.562168 + Penalty 2643.511289 = -323777.050879
  nChanged 1
		SP:Iteration 38Q (77938.780000 sec): 3 clusters
  Score: Raw -326421.107255 + Penalty 2643.511289 = -323777.595966
  nChanged 3
		SP:Iteration 39Q (77939.000000 sec): 3 clusters
  Score: Raw -326421.869899 + Penalty 2643.511289 = -323778.358610
  nChanged 2
		SP:Iteration 40F (77939.170000 sec): 3 clusters
  Score: Raw -326422.708458 + Penalty 2643.511289 = -323779.197169
  nChanged 2
		SP:Iteration 41Q (77939.370000 sec): 3 clusters
  Score: Raw -326423.326088 + Penalty 2643.511289 = -323779.814799
  nChanged 5
		SP:Iteration 42Q (77939.560000 sec): 3 clusters
  Score: Raw -326424.345184 + Penalty 2643.511289 = -323780.833896
  nChanged 3
		SP:Iteration 43Q (77939.730000 sec): 3 clusters
  Score: Raw -326425.205055 + Penalty 2643.511289 = -323781.693767
  nChanged 2
		SP:Iteration 44Q (77939.910000 sec): 3 clusters
  Score: Raw -326426.316558 + Penalty 2643.511289 = -323782.805270
  nChanged 1
		SP:Iteration 45Q (77940.110000 sec): 3 clusters
  Score: Raw -326426.399860 + Penalty 2643.511289 = -323782.888571
  nChanged 0
		SP:Iteration 46F (77940.280000 sec): 3 clusters
  Score: Raw -326426.399860 + Penalty 2643.511289 = -323782.888571
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77940.420000 sec): 2 clusters
  Score: Raw -297918.739405 + Penalty 1291.899357 = -296626.840048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77940.580000 sec): 3 clusters
  Score: Raw -296627.276090 + Penalty 2583.798713 = -294043.477377
  nChanged 1010
		SP:Iteration 1F (77940.770000 sec): 3 clusters
  Score: Raw -297214.122825 + Penalty 2583.798713 = -294630.324112
  nChanged 251
		SP:Iteration 2F (77940.960000 sec): 3 clusters
  Score: Raw -297409.929043 + Penalty 2583.798713 = -294826.130330
  nChanged 190
		SP:Iteration 3F (77941.150000 sec): 3 clusters
  Score: Raw -297568.494736 + Penalty 2583.798713 = -294984.696022
  nChanged 163
		SP:Iteration 4F (77941.350000 sec): 3 clusters
  Score: Raw -297696.198595 + Penalty 2583.798713 = -295112.399882
  nChanged 140
		SP:Iteration 5Q (77941.530000 sec): 3 clusters
  Score: Raw -297786.556868 + Penalty 2583.798713 = -295202.758154
  nChanged 89
		SP:Iteration 6Q (77941.700000 sec): 3 clusters
  Score: Raw -297848.497115 + Penalty 2583.798713 = -295264.698401
  nChanged 73
		SP:Iteration 7Q (77941.880000 sec): 3 clusters
  Score: Raw -297895.048731 + Penalty 2583.798713 = -295311.250017
  nChanged 52
		SP:Iteration 8Q (77942.070000 sec): 3 clusters
  Score: Raw -297930.330142 + Penalty 2583.798713 = -295346.531429
  nChanged 55
		SP:Iteration 9Q (77942.250000 sec): 3 clusters
  Score: Raw -297969.245998 + Penalty 2583.798713 = -295385.447285
  nChanged 44
		SP:Iteration 10Q (77942.490000 sec): 3 clusters
  Score: Raw -297995.198069 + Penalty 2583.798713 = -295411.399355
  nChanged 44
		SP:Iteration 11Q (77942.680000 sec): 3 clusters
  Score: Raw -298024.634828 + Penalty 2583.798713 = -295440.836115
  nChanged 39
		SP:Iteration 12Q (77942.860000 sec): 3 clusters
  Score: Raw -298050.480983 + Penalty 2583.798713 = -295466.682269
  nChanged 40
		SP:Iteration 13Q (77943.060000 sec): 3 clusters
  Score: Raw -298070.149598 + Penalty 2583.798713 = -295486.350885
  nChanged 30
		SP:Iteration 14Q (77943.200000 sec): 3 clusters
  Score: Raw -298084.600918 + Penalty 2583.798713 = -295500.802205
  nChanged 24
		SP:Iteration 15Q (77943.420000 sec): 3 clusters
  Score: Raw -298098.172332 + Penalty 2583.798713 = -295514.373619
  nChanged 22
		SP:Iteration 16Q (77943.590000 sec): 3 clusters
  Score: Raw -298113.253349 + Penalty 2583.798713 = -295529.454636
  nChanged 19
		SP:Iteration 17Q (77943.760000 sec): 3 clusters
  Score: Raw -298122.730753 + Penalty 2583.798713 = -295538.932040
  nChanged 20
		SP:Iteration 18Q (77943.930000 sec): 3 clusters
  Score: Raw -298132.489722 + Penalty 2583.798713 = -295548.691008
  nChanged 18
		SP:Iteration 19Q (77944.130000 sec): 3 clusters
  Score: Raw -298142.320489 + Penalty 2583.798713 = -295558.521775
  nChanged 11
		SP:Iteration 20F (77944.320000 sec): 3 clusters
  Score: Raw -298148.737632 + Penalty 2583.798713 = -295564.938919
  nChanged 7
		SP:Iteration 21Q (77944.510000 sec): 3 clusters
  Score: Raw -298153.263846 + Penalty 2583.798713 = -295569.465132
  nChanged 11
		SP:Iteration 22Q (77944.710000 sec): 3 clusters
  Score: Raw -298157.321073 + Penalty 2583.798713 = -295573.522360
  nChanged 5
		SP:Iteration 23Q (77944.890000 sec): 3 clusters
  Score: Raw -298159.504017 + Penalty 2583.798713 = -295575.705304
  nChanged 11
		SP:Iteration 24Q (77945.060000 sec): 3 clusters
  Score: Raw -298166.155143 + Penalty 2583.798713 = -295582.356429
  nChanged 12
		SP:Iteration 25Q (77945.260000 sec): 3 clusters
  Score: Raw -298173.279912 + Penalty 2583.798713 = -295589.481199
  nChanged 15
		SP:Iteration 26Q (77945.450000 sec): 3 clusters
  Score: Raw -298180.936579 + Penalty 2583.798713 = -295597.137866
  nChanged 7
		SP:Iteration 27Q (77945.660000 sec): 3 clusters
  Score: Raw -298185.518222 + Penalty 2583.798713 = -295601.719509
  nChanged 10
		SP:Iteration 28Q (77945.790000 sec): 3 clusters
  Score: Raw -298190.733191 + Penalty 2583.798713 = -295606.934477
  nChanged 7
		SP:Iteration 29Q (77945.990000 sec): 3 clusters
  Score: Raw -298194.984482 + Penalty 2583.798713 = -295611.185768
  nChanged 12
		SP:Iteration 30Q (77946.160000 sec): 3 clusters
  Score: Raw -298199.547137 + Penalty 2583.798713 = -295615.748423
  nChanged 3
		SP:Iteration 31Q (77946.330000 sec): 3 clusters
  Score: Raw -298200.992099 + Penalty 2583.798713 = -295617.193385
  nChanged 4
		SP:Iteration 32Q (77946.520000 sec): 3 clusters
  Score: Raw -298202.081511 + Penalty 2583.798713 = -295618.282797
  nChanged 1
		SP:Iteration 33Q (77946.690000 sec): 3 clusters
  Score: Raw -298202.615866 + Penalty 2583.798713 = -295618.817152
  nChanged 0
		SP:Iteration 34F (77946.910000 sec): 3 clusters
  Score: Raw -298202.615866 + Penalty 2583.798713 = -295618.817152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77946.970000 sec): 2 clusters
  Score: Raw -84276.660426 + Penalty 1094.371145 = -83182.289281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77947.140000 sec): 3 clusters
  Score: Raw -84122.045857 + Penalty 2188.742289 = -81933.303567
  nChanged 257
		SP:Iteration 1F (77947.300000 sec): 3 clusters
  Score: Raw -84411.920407 + Penalty 2188.742289 = -82223.178118
  nChanged 64
		SP:Iteration 2F (77947.470000 sec): 3 clusters
  Score: Raw -84530.021206 + Penalty 2188.742289 = -82341.278916
  nChanged 40
		SP:Iteration 3Q (77947.630000 sec): 3 clusters
  Score: Raw -84570.853052 + Penalty 2188.742289 = -82382.110763
  nChanged 14
		SP:Iteration 4Q (77947.770000 sec): 3 clusters
  Score: Raw -84607.231133 + Penalty 2188.742289 = -82418.488844
  nChanged 16
		SP:Iteration 5Q (77947.910000 sec): 3 clusters
  Score: Raw -84628.905278 + Penalty 2188.742289 = -82440.162989
  nChanged 13
		SP:Iteration 6Q (77948.110000 sec): 3 clusters
  Score: Raw -84653.081455 + Penalty 2188.742289 = -82464.339166
  nChanged 14
		SP:Iteration 7Q (77948.250000 sec): 3 clusters
  Score: Raw -84671.085222 + Penalty 2188.742289 = -82482.342932
  nChanged 12
		SP:Iteration 8Q (77948.390000 sec): 3 clusters
  Score: Raw -84681.600782 + Penalty 2188.742289 = -82492.858492
  nChanged 12
		SP:Iteration 9Q (77948.570000 sec): 3 clusters
  Score: Raw -84697.347771 + Penalty 2188.742289 = -82508.605481
  nChanged 9
		SP:Iteration 10Q (77948.760000 sec): 3 clusters
  Score: Raw -84704.702417 + Penalty 2188.742289 = -82515.960127
  nChanged 9
		SP:Iteration 11Q (77948.940000 sec): 3 clusters
  Score: Raw -84717.547526 + Penalty 2188.742289 = -82528.805236
  nChanged 6
		SP:Iteration 12Q (77949.120000 sec): 3 clusters
  Score: Raw -84722.301018 + Penalty 2188.742289 = -82533.558729
  nChanged 2
		SP:Iteration 13Q (77949.290000 sec): 3 clusters
  Score: Raw -84723.711516 + Penalty 2188.742289 = -82534.969226
  nChanged 2
		SP:Iteration 14Q (77949.470000 sec): 3 clusters
  Score: Raw -84726.765845 + Penalty 2188.742289 = -82538.023555
  nChanged 5
		SP:Iteration 15Q (77949.650000 sec): 3 clusters
  Score: Raw -84731.884413 + Penalty 2188.742289 = -82543.142123
  nChanged 4
		SP:Iteration 16Q (77949.810000 sec): 3 clusters
  Score: Raw -84733.377621 + Penalty 2188.742289 = -82544.635332
  nChanged 5
		SP:Iteration 17Q (77949.980000 sec): 3 clusters
  Score: Raw -84735.879862 + Penalty 2188.742289 = -82547.137573
  nChanged 3
		SP:Iteration 18Q (77950.200000 sec): 3 clusters
  Score: Raw -84744.509967 + Penalty 2188.742289 = -82555.767678
  nChanged 3
		SP:Iteration 19Q (77950.320000 sec): 3 clusters
  Score: Raw -84749.202688 + Penalty 2188.742289 = -82560.460398
  nChanged 5
		SP:Iteration 20F (77950.500000 sec): 3 clusters
  Score: Raw -84752.831624 + Penalty 2188.742289 = -82564.089335
  nChanged 6
		SP:Iteration 21Q (77950.690000 sec): 3 clusters
  Score: Raw -84755.560197 + Penalty 2188.742289 = -82566.817908
  nChanged 2
		SP:Iteration 22Q (77950.860000 sec): 3 clusters
  Score: Raw -84759.920746 + Penalty 2188.742289 = -82571.178457
  nChanged 2
		SP:Iteration 23Q (77951.050000 sec): 3 clusters
  Score: Raw -84760.501826 + Penalty 2188.742289 = -82571.759537
  nChanged 2
		SP:Iteration 24Q (77951.190000 sec): 3 clusters
  Score: Raw -84763.105591 + Penalty 2188.742289 = -82574.363302
  nChanged 2
		SP:Iteration 25Q (77951.340000 sec): 3 clusters
  Score: Raw -84764.994396 + Penalty 2188.742289 = -82576.252106
  nChanged 1
		SP:Iteration 26Q (77951.510000 sec): 3 clusters
  Score: Raw -84765.703312 + Penalty 2188.742289 = -82576.961022
  nChanged 0
		SP:Iteration 27F (77951.680000 sec): 3 clusters
  Score: Raw -84765.703312 + Penalty 2188.742289 = -82576.961022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77951.800000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77951.990000 sec): 3 clusters
  Score: Raw -545891.070302 + Penalty 2767.241687 = -543123.828615
  nChanged 1951
		SP:Iteration 1F (77952.170000 sec): 3 clusters
  Score: Raw -546980.633238 + Penalty 2767.241687 = -544213.391551
  nChanged 380
		SP:Iteration 2F (77952.390000 sec): 3 clusters
  Score: Raw -547222.003945 + Penalty 2767.241687 = -544454.762259
  nChanged 325
		SP:Iteration 3F (77952.580000 sec): 3 clusters
  Score: Raw -547450.902131 + Penalty 2767.241687 = -544683.660444
  nChanged 293
		SP:Iteration 4F (77952.780000 sec): 3 clusters
  Score: Raw -547645.750511 + Penalty 2767.241687 = -544878.508824
  nChanged 261
		SP:Iteration 5F (77952.960000 sec): 3 clusters
  Score: Raw -547809.475633 + Penalty 2767.241687 = -545042.233946
  nChanged 232
		SP:Iteration 6Q (77953.140000 sec): 3 clusters
  Score: Raw -547957.356210 + Penalty 2767.241687 = -545190.114523
  nChanged 226
		SP:Iteration 7Q (77953.340000 sec): 3 clusters
  Score: Raw -548104.337814 + Penalty 2767.241687 = -545337.096127
  nChanged 209
		SP:Iteration 8Q (77953.520000 sec): 3 clusters
  Score: Raw -548235.670867 + Penalty 2767.241687 = -545468.429181
  nChanged 167
		SP:Iteration 9Q (77953.730000 sec): 3 clusters
  Score: Raw -548336.872015 + Penalty 2767.241687 = -545569.630328
  nChanged 149
		SP:Iteration 10Q (77953.900000 sec): 3 clusters
  Score: Raw -548418.256857 + Penalty 2767.241687 = -545651.015171
  nChanged 124
		SP:Iteration 11Q (77954.060000 sec): 3 clusters
  Score: Raw -548485.938323 + Penalty 2767.241687 = -545718.696636
  nChanged 88
		SP:Iteration 12Q (77954.220000 sec): 3 clusters
  Score: Raw -548527.982916 + Penalty 2767.241687 = -545760.741229
  nChanged 72
		SP:Iteration 13Q (77954.420000 sec): 3 clusters
  Score: Raw -548565.970968 + Penalty 2767.241687 = -545798.729281
  nChanged 59
		SP:Iteration 14Q (77954.590000 sec): 3 clusters
  Score: Raw -548597.770241 + Penalty 2767.241687 = -545830.528554
  nChanged 49
		SP:Iteration 15Q (77954.790000 sec): 3 clusters
  Score: Raw -548618.977443 + Penalty 2767.241687 = -545851.735756
  nChanged 38
		SP:Iteration 16Q (77955.000000 sec): 3 clusters
  Score: Raw -548638.451452 + Penalty 2767.241687 = -545871.209766
  nChanged 34
		SP:Iteration 17Q (77955.190000 sec): 3 clusters
  Score: Raw -548653.838508 + Penalty 2767.241687 = -545886.596822
  nChanged 25
		SP:Iteration 18Q (77955.340000 sec): 3 clusters
  Score: Raw -548662.612762 + Penalty 2767.241687 = -545895.371075
  nChanged 20
		SP:Iteration 19Q (77955.510000 sec): 3 clusters
  Score: Raw -548671.167465 + Penalty 2767.241687 = -545903.925778
  nChanged 21
		SP:Iteration 20F (77955.710000 sec): 3 clusters
  Score: Raw -548681.907936 + Penalty 2767.241687 = -545914.666249
  nChanged 22
		SP:Iteration 21Q (77955.850000 sec): 3 clusters
  Score: Raw -548692.221894 + Penalty 2767.241687 = -545924.980207
  nChanged 11
		SP:Iteration 22Q (77956.090000 sec): 3 clusters
  Score: Raw -548698.013669 + Penalty 2767.241687 = -545930.771982
  nChanged 9
		SP:Iteration 23Q (77956.280000 sec): 3 clusters
  Score: Raw -548701.119880 + Penalty 2767.241687 = -545933.878194
  nChanged 10
		SP:Iteration 24Q (77956.500000 sec): 3 clusters
  Score: Raw -548705.882439 + Penalty 2767.241687 = -545938.640752
  nChanged 8
		SP:Iteration 25Q (77956.700000 sec): 3 clusters
  Score: Raw -548710.355622 + Penalty 2767.241687 = -545943.113935
  nChanged 9
		SP:Iteration 26Q (77956.910000 sec): 3 clusters
  Score: Raw -548712.956489 + Penalty 2767.241687 = -545945.714802
  nChanged 7
		SP:Iteration 27Q (77957.060000 sec): 3 clusters
  Score: Raw -548716.132766 + Penalty 2767.241687 = -545948.891080
  nChanged 3
		SP:Iteration 28Q (77957.250000 sec): 3 clusters
  Score: Raw -548717.369367 + Penalty 2767.241687 = -545950.127680
  nChanged 8
		SP:Iteration 29Q (77957.440000 sec): 3 clusters
  Score: Raw -548721.359274 + Penalty 2767.241687 = -545954.117587
  nChanged 8
		SP:Iteration 30Q (77957.660000 sec): 3 clusters
  Score: Raw -548723.929969 + Penalty 2767.241687 = -545956.688282
  nChanged 3
		SP:Iteration 31Q (77957.840000 sec): 3 clusters
  Score: Raw -548724.941843 + Penalty 2767.241687 = -545957.700156
  nChanged 5
		SP:Iteration 32Q (77958.000000 sec): 3 clusters
  Score: Raw -548726.699038 + Penalty 2767.241687 = -545959.457351
  nChanged 1
		SP:Iteration 33Q (77958.180000 sec): 3 clusters
  Score: Raw -548727.238579 + Penalty 2767.241687 = -545959.996892
  nChanged 2
		SP:Iteration 34Q (77958.410000 sec): 3 clusters
  Score: Raw -548728.189904 + Penalty 2767.241687 = -545960.948218
  nChanged 2
		SP:Iteration 35Q (77958.560000 sec): 3 clusters
  Score: Raw -548728.670885 + Penalty 2767.241687 = -545961.429198
  nChanged 0
		SP:Iteration 36F (77958.750000 sec): 3 clusters
  Score: Raw -548728.670885 + Penalty 2767.241687 = -545961.429198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77958.890000 sec): 2 clusters
  Score: Raw -1072657.297344 + Penalty 1493.231470 = -1071164.065875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77959.140000 sec): 3 clusters
  Score: Raw -1067076.113426 + Penalty 2986.462939 = -1064089.650486
  nChanged 4297
		SP:Iteration 1F (77959.350000 sec): 3 clusters
  Score: Raw -1069466.571948 + Penalty 2986.462939 = -1066480.109009
  nChanged 612
		SP:Iteration 2F (77959.540000 sec): 3 clusters
  Score: Raw -1069730.304929 + Penalty 2986.462939 = -1066743.841990
  nChanged 493
		SP:Iteration 3F (77959.750000 sec): 3 clusters
  Score: Raw -1069940.272481 + Penalty 2986.462939 = -1066953.809542
  nChanged 445
		SP:Iteration 4Q (77959.970000 sec): 3 clusters
  Score: Raw -1070158.359231 + Penalty 2986.462939 = -1067171.896292
  nChanged 453
		SP:Iteration 5Q (77960.230000 sec): 3 clusters
  Score: Raw -1070403.706248 + Penalty 2986.462939 = -1067417.243309
  nChanged 484
		SP:Iteration 6Q (77960.410000 sec): 3 clusters
  Score: Raw -1070694.680122 + Penalty 2986.462939 = -1067708.217183
  nChanged 508
		SP:Iteration 7F (77960.670000 sec): 3 clusters
  Score: Raw -1071054.566010 + Penalty 2986.462939 = -1068068.103071
  nChanged 515
		SP:Iteration 8F (77960.900000 sec): 3 clusters
  Score: Raw -1071463.380686 + Penalty 2986.462939 = -1068476.917747
  nChanged 508
		SP:Iteration 9F (77961.100000 sec): 3 clusters
  Score: Raw -1071900.080667 + Penalty 2986.462939 = -1068913.617728
  nChanged 401
		SP:Iteration 10Q (77961.290000 sec): 3 clusters
  Score: Raw -1072230.420525 + Penalty 2986.462939 = -1069243.957586
  nChanged 251
		SP:Iteration 11Q (77961.540000 sec): 3 clusters
  Score: Raw -1072430.012099 + Penalty 2986.462939 = -1069443.549160
  nChanged 186
		SP:Iteration 12Q (77961.710000 sec): 3 clusters
  Score: Raw -1072574.553617 + Penalty 2986.462939 = -1069588.090678
  nChanged 109
		SP:Iteration 13Q (77961.880000 sec): 3 clusters
  Score: Raw -1072659.385652 + Penalty 2986.462939 = -1069672.922713
  nChanged 85
		SP:Iteration 14Q (77962.080000 sec): 3 clusters
  Score: Raw -1072727.361751 + Penalty 2986.462939 = -1069740.898812
  nChanged 67
		SP:Iteration 15Q (77962.260000 sec): 3 clusters
  Score: Raw -1072775.636638 + Penalty 2986.462939 = -1069789.173699
  nChanged 42
		SP:Iteration 16Q (77962.410000 sec): 3 clusters
  Score: Raw -1072804.326610 + Penalty 2986.462939 = -1069817.863671
  nChanged 31
		SP:Iteration 17Q (77962.670000 sec): 3 clusters
  Score: Raw -1072827.859375 + Penalty 2986.462939 = -1069841.396436
  nChanged 25
		SP:Iteration 18Q (77962.860000 sec): 3 clusters
  Score: Raw -1072847.346031 + Penalty 2986.462939 = -1069860.883092
  nChanged 21
		SP:Iteration 19Q (77963.100000 sec): 3 clusters
  Score: Raw -1072863.286583 + Penalty 2986.462939 = -1069876.823644
  nChanged 18
		SP:Iteration 20F (77963.360000 sec): 3 clusters
  Score: Raw -1072876.348174 + Penalty 2986.462939 = -1069889.885235
  nChanged 7
		SP:Iteration 21Q (77963.540000 sec): 3 clusters
  Score: Raw -1072880.052343 + Penalty 2986.462939 = -1069893.589404
  nChanged 6
		SP:Iteration 22Q (77963.750000 sec): 3 clusters
  Score: Raw -1072885.587302 + Penalty 2986.462939 = -1069899.124362
  nChanged 8
		SP:Iteration 23Q (77963.940000 sec): 3 clusters
  Score: Raw -1072888.751337 + Penalty 2986.462939 = -1069902.288398
  nChanged 2
		SP:Iteration 24Q (77964.130000 sec): 3 clusters
  Score: Raw -1072890.783766 + Penalty 2986.462939 = -1069904.320827
  nChanged 2
		SP:Iteration 25Q (77964.370000 sec): 3 clusters
  Score: Raw -1072894.374295 + Penalty 2986.462939 = -1069907.911356
  nChanged 3
		SP:Iteration 26Q (77964.560000 sec): 3 clusters
  Score: Raw -1072897.744026 + Penalty 2986.462939 = -1069911.281087
  nChanged 1
		SP:Iteration 27Q (77964.770000 sec): 3 clusters
  Score: Raw -1072898.008245 + Penalty 2986.462939 = -1069911.545306
  nChanged 0
		SP:Iteration 28F (77964.970000 sec): 3 clusters
  Score: Raw -1072898.008245 + Penalty 2986.462939 = -1069911.545306
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77965.220000 sec): 2 clusters
  Score: Raw -3019482.907044 + Penalty 1660.497193 = -3017822.409851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77965.530000 sec): 3 clusters
  Score: Raw -3002743.566542 + Penalty 3320.994387 = -2999422.572156
  nChanged 12367
		SP:Iteration 1F (77965.860000 sec): 3 clusters
  Score: Raw -3009537.011506 + Penalty 3320.994387 = -3006216.017119
  nChanged 1209
		SP:Iteration 2Q (77966.170000 sec): 3 clusters
  Score: Raw -3009869.283551 + Penalty 3320.994387 = -3006548.289164
  nChanged 1010
		SP:Iteration 3Q (77966.500000 sec): 3 clusters
  Score: Raw -3010135.117206 + Penalty 3320.994387 = -3006814.122819
  nChanged 925
		SP:Iteration 4Q (77966.800000 sec): 3 clusters
  Score: Raw -3010359.575111 + Penalty 3320.994387 = -3007038.580724
  nChanged 801
		SP:Iteration 5Q (77967.110000 sec): 3 clusters
  Score: Raw -3010559.282675 + Penalty 3320.994387 = -3007238.288288
  nChanged 808
		SP:Iteration 6Q (77967.420000 sec): 3 clusters
  Score: Raw -3010770.885353 + Penalty 3320.994387 = -3007449.890966
  nChanged 852
		SP:Iteration 7Q (77967.710000 sec): 3 clusters
  Score: Raw -3011030.658448 + Penalty 3320.994387 = -3007709.664061
  nChanged 937
		SP:Iteration 8Q (77968.060000 sec): 3 clusters
  Score: Raw -3011373.863260 + Penalty 3320.994387 = -3008052.868873
  nChanged 1160
		SP:Iteration 9Q (77968.400000 sec): 3 clusters
  Score: Raw -3011897.536058 + Penalty 3320.994387 = -3008576.541672
  nChanged 1394
		SP:Iteration 10F (77968.670000 sec): 3 clusters
  Score: Raw -3012676.524477 + Penalty 3320.994387 = -3009355.530090
  nChanged 1650
		SP:Iteration 11F (77968.970000 sec): 3 clusters
  Score: Raw -3013792.892145 + Penalty 3320.994387 = -3010471.897758
  nChanged 1750
		SP:Iteration 12F (77969.260000 sec): 3 clusters
  Score: Raw -3015174.721764 + Penalty 3320.994387 = -3011853.727377
  nChanged 1703
		SP:Iteration 13F (77969.530000 sec): 3 clusters
  Score: Raw -3016636.906577 + Penalty 3320.994387 = -3013315.912190
  nChanged 1260
		SP:Iteration 14Q (77969.820000 sec): 3 clusters
  Score: Raw -3017774.732352 + Penalty 3320.994387 = -3014453.737965
  nChanged 895
		SP:Iteration 15Q (77970.080000 sec): 3 clusters
  Score: Raw -3018572.364425 + Penalty 3320.994387 = -3015251.370038
  nChanged 536
		SP:Iteration 16Q (77970.380000 sec): 3 clusters
  Score: Raw -3019015.750029 + Penalty 3320.994387 = -3015694.755642
  nChanged 297
		SP:Iteration 17Q (77970.690000 sec): 3 clusters
  Score: Raw -3019241.120410 + Penalty 3320.994387 = -3015920.126024
  nChanged 183
		SP:Iteration 18Q (77970.990000 sec): 3 clusters
  Score: Raw -3019387.547439 + Penalty 3320.994387 = -3016066.553052
  nChanged 140
		SP:Iteration 19Q (77971.270000 sec): 3 clusters
  Score: Raw -3019498.783991 + Penalty 3320.994387 = -3016177.789604
  nChanged 76
		SP:Iteration 20F (77971.590000 sec): 3 clusters
  Score: Raw -3019559.344891 + Penalty 3320.994387 = -3016238.350504
  nChanged 54
		SP:Iteration 21Q (77971.920000 sec): 3 clusters
  Score: Raw -3019597.509013 + Penalty 3320.994387 = -3016276.514626
  nChanged 34
		SP:Iteration 22Q (77972.220000 sec): 3 clusters
  Score: Raw -3019624.014999 + Penalty 3320.994387 = -3016303.020612
  nChanged 27
		SP:Iteration 23Q (77972.470000 sec): 3 clusters
  Score: Raw -3019641.500569 + Penalty 3320.994387 = -3016320.506183
  nChanged 16
		SP:Iteration 24Q (77972.770000 sec): 3 clusters
  Score: Raw -3019651.607302 + Penalty 3320.994387 = -3016330.612916
  nChanged 11
		SP:Iteration 25Q (77973.050000 sec): 3 clusters
  Score: Raw -3019662.770356 + Penalty 3320.994387 = -3016341.775969
  nChanged 13
		SP:Iteration 26Q (77973.330000 sec): 3 clusters
  Score: Raw -3019674.563552 + Penalty 3320.994387 = -3016353.569165
  nChanged 7
		SP:Iteration 27Q (77973.630000 sec): 3 clusters
  Score: Raw -3019679.623459 + Penalty 3320.994387 = -3016358.629073
  nChanged 4
		SP:Iteration 28Q (77973.940000 sec): 3 clusters
  Score: Raw -3019682.178902 + Penalty 3320.994387 = -3016361.184516
  nChanged 2
		SP:Iteration 29Q (77974.210000 sec): 3 clusters
  Score: Raw -3019683.444269 + Penalty 3320.994387 = -3016362.449882
  nChanged 0
		SP:Iteration 30F (77974.580000 sec): 3 clusters
  Score: Raw -3019683.444269 + Penalty 3320.994387 = -3016362.449882
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (5010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77974.730000 sec): 2 clusters
  Score: Raw -526566.418687 + Penalty 1384.368569 = -525182.050118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77974.940000 sec): 3 clusters
  Score: Raw -523969.791739 + Penalty 2768.737138 = -521201.054601
  nChanged 2032
		SP:Iteration 1F (77975.090000 sec): 3 clusters
  Score: Raw -525113.147605 + Penalty 2768.737138 = -522344.410467
  nChanged 411
		SP:Iteration 2F (77975.230000 sec): 3 clusters
  Score: Raw -525392.906660 + Penalty 2768.737138 = -522624.169521
  nChanged 340
		SP:Iteration 3F (77975.440000 sec): 3 clusters
  Score: Raw -525621.206378 + Penalty 2768.737138 = -522852.469240
  nChanged 281
		SP:Iteration 4F (77975.580000 sec): 3 clusters
  Score: Raw -525780.707589 + Penalty 2768.737138 = -523011.970451
  nChanged 215
		SP:Iteration 5Q (77975.820000 sec): 3 clusters
  Score: Raw -525899.411139 + Penalty 2768.737138 = -523130.674001
  nChanged 175
		SP:Iteration 6Q (77976.030000 sec): 3 clusters
  Score: Raw -526003.134348 + Penalty 2768.737138 = -523234.397210
  nChanged 156
		SP:Iteration 7Q (77976.230000 sec): 3 clusters
  Score: Raw -526096.583518 + Penalty 2768.737138 = -523327.846380
  nChanged 146
		SP:Iteration 8Q (77976.430000 sec): 3 clusters
  Score: Raw -526187.655656 + Penalty 2768.737138 = -523418.918518
  nChanged 138
		SP:Iteration 9Q (77976.600000 sec): 3 clusters
  Score: Raw -526288.351271 + Penalty 2768.737138 = -523519.614133
  nChanged 153
		SP:Iteration 10Q (77976.810000 sec): 3 clusters
  Score: Raw -526408.809108 + Penalty 2768.737138 = -523640.071969
  nChanged 138
		SP:Iteration 11Q (77977.010000 sec): 3 clusters
  Score: Raw -526515.300290 + Penalty 2768.737138 = -523746.563152
  nChanged 118
		SP:Iteration 12Q (77977.200000 sec): 3 clusters
  Score: Raw -526595.466547 + Penalty 2768.737138 = -523826.729409
  nChanged 80
		SP:Iteration 13Q (77977.410000 sec): 3 clusters
  Score: Raw -526650.941936 + Penalty 2768.737138 = -523882.204798
  nChanged 68
		SP:Iteration 14Q (77977.600000 sec): 3 clusters
  Score: Raw -526697.123139 + Penalty 2768.737138 = -523928.386001
  nChanged 49
		SP:Iteration 15Q (77977.800000 sec): 3 clusters
  Score: Raw -526729.716215 + Penalty 2768.737138 = -523960.979077
  nChanged 47
		SP:Iteration 16Q (77978.000000 sec): 3 clusters
  Score: Raw -526766.121908 + Penalty 2768.737138 = -523997.384770
  nChanged 50
		SP:Iteration 17Q (77978.230000 sec): 3 clusters
  Score: Raw -526800.048228 + Penalty 2768.737138 = -524031.311090
  nChanged 36
		SP:Iteration 18Q (77978.390000 sec): 3 clusters
  Score: Raw -526823.664819 + Penalty 2768.737138 = -524054.927680
  nChanged 31
		SP:Iteration 19Q (77978.590000 sec): 3 clusters
  Score: Raw -526852.269938 + Penalty 2768.737138 = -524083.532800
  nChanged 36
		SP:Iteration 20F (77978.780000 sec): 3 clusters
  Score: Raw -526874.572836 + Penalty 2768.737138 = -524105.835698
  nChanged 30
		SP:Iteration 21Q (77978.980000 sec): 3 clusters
  Score: Raw -526892.265578 + Penalty 2768.737138 = -524123.528440
  nChanged 18
		SP:Iteration 22Q (77979.190000 sec): 3 clusters
  Score: Raw -526901.112698 + Penalty 2768.737138 = -524132.375560
  nChanged 12
		SP:Iteration 23Q (77979.390000 sec): 3 clusters
  Score: Raw -526909.170648 + Penalty 2768.737138 = -524140.433510
  nChanged 14
		SP:Iteration 24Q (77979.550000 sec): 3 clusters
  Score: Raw -526918.656909 + Penalty 2768.737138 = -524149.919771
  nChanged 15
		SP:Iteration 25Q (77979.690000 sec): 3 clusters
  Score: Raw -526928.978236 + Penalty 2768.737138 = -524160.241098
  nChanged 14
		SP:Iteration 26Q (77979.890000 sec): 3 clusters
  Score: Raw -526935.367965 + Penalty 2768.737138 = -524166.630827
  nChanged 10
		SP:Iteration 27Q (77980.040000 sec): 3 clusters
  Score: Raw -526940.104638 + Penalty 2768.737138 = -524171.367500
  nChanged 7
		SP:Iteration 28Q (77980.260000 sec): 3 clusters
  Score: Raw -526943.606959 + Penalty 2768.737138 = -524174.869821
  nChanged 4
		SP:Iteration 29Q (77980.470000 sec): 3 clusters
  Score: Raw -526945.148699 + Penalty 2768.737138 = -524176.411561
  nChanged 5
		SP:Iteration 30Q (77980.680000 sec): 3 clusters
  Score: Raw -526947.930749 + Penalty 2768.737138 = -524179.193610
  nChanged 4
		SP:Iteration 31Q (77980.830000 sec): 3 clusters
  Score: Raw -526949.273016 + Penalty 2768.737138 = -524180.535878
  nChanged 2
		SP:Iteration 32Q (77981.020000 sec): 3 clusters
  Score: Raw -526949.703119 + Penalty 2768.737138 = -524180.965981
  nChanged 1
		SP:Iteration 33Q (77981.200000 sec): 3 clusters
  Score: Raw -526950.336056 + Penalty 2768.737138 = -524181.598918
  nChanged 1
		SP:Iteration 34Q (77981.390000 sec): 3 clusters
  Score: Raw -526950.776683 + Penalty 2768.737138 = -524182.039545
  nChanged 0
		SP:Iteration 35F (77981.590000 sec): 3 clusters
  Score: Raw -526950.776683 + Penalty 2768.737138 = -524182.039545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77981.690000 sec): 2 clusters
  Score: Raw -573240.662277 + Penalty 1388.278243 = -571852.384034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77981.900000 sec): 3 clusters
  Score: Raw -570589.857898 + Penalty 2776.556486 = -567813.301413
  nChanged 2030
		SP:Iteration 1F (77982.100000 sec): 3 clusters
  Score: Raw -571720.657877 + Penalty 2776.556486 = -568944.101391
  nChanged 390
		SP:Iteration 2F (77982.260000 sec): 3 clusters
  Score: Raw -571955.395163 + Penalty 2776.556486 = -569178.838677
  nChanged 323
		SP:Iteration 3F (77982.430000 sec): 3 clusters
  Score: Raw -572142.988280 + Penalty 2776.556486 = -569366.431795
  nChanged 270
		SP:Iteration 4F (77982.650000 sec): 3 clusters
  Score: Raw -572291.650414 + Penalty 2776.556486 = -569515.093928
  nChanged 217
		SP:Iteration 5Q (77982.830000 sec): 3 clusters
  Score: Raw -572425.639944 + Penalty 2776.556486 = -569649.083458
  nChanged 201
		SP:Iteration 6Q (77983.030000 sec): 3 clusters
  Score: Raw -572557.378748 + Penalty 2776.556486 = -569780.822262
  nChanged 203
		SP:Iteration 7Q (77983.260000 sec): 3 clusters
  Score: Raw -572711.949478 + Penalty 2776.556486 = -569935.392992
  nChanged 183
		SP:Iteration 8Q (77983.440000 sec): 3 clusters
  Score: Raw -572834.356595 + Penalty 2776.556486 = -570057.800110
  nChanged 139
		SP:Iteration 9Q (77983.640000 sec): 3 clusters
  Score: Raw -572929.599478 + Penalty 2776.556486 = -570153.042992
  nChanged 118
		SP:Iteration 10Q (77983.830000 sec): 3 clusters
  Score: Raw -573011.749579 + Penalty 2776.556486 = -570235.193093
  nChanged 92
		SP:Iteration 11Q (77984.010000 sec): 3 clusters
  Score: Raw -573083.122448 + Penalty 2776.556486 = -570306.565962
  nChanged 90
		SP:Iteration 12Q (77984.180000 sec): 3 clusters
  Score: Raw -573148.487309 + Penalty 2776.556486 = -570371.930823
  nChanged 72
		SP:Iteration 13Q (77984.370000 sec): 3 clusters
  Score: Raw -573204.120055 + Penalty 2776.556486 = -570427.563569
  nChanged 51
		SP:Iteration 14Q (77984.530000 sec): 3 clusters
  Score: Raw -573243.118126 + Penalty 2776.556486 = -570466.561640
  nChanged 40
		SP:Iteration 15Q (77984.720000 sec): 3 clusters
  Score: Raw -573273.546307 + Penalty 2776.556486 = -570496.989821
  nChanged 36
		SP:Iteration 16Q (77984.930000 sec): 3 clusters
  Score: Raw -573301.492129 + Penalty 2776.556486 = -570524.935643
  nChanged 24
		SP:Iteration 17Q (77985.090000 sec): 3 clusters
  Score: Raw -573317.864570 + Penalty 2776.556486 = -570541.308085
  nChanged 14
		SP:Iteration 18Q (77985.310000 sec): 3 clusters
  Score: Raw -573327.194503 + Penalty 2776.556486 = -570550.638017
  nChanged 13
		SP:Iteration 19Q (77985.480000 sec): 3 clusters
  Score: Raw -573338.231448 + Penalty 2776.556486 = -570561.674962
  nChanged 11
		SP:Iteration 20F (77985.670000 sec): 3 clusters
  Score: Raw -573343.974080 + Penalty 2776.556486 = -570567.417594
  nChanged 6
		SP:Iteration 21Q (77985.890000 sec): 3 clusters
  Score: Raw -573347.421413 + Penalty 2776.556486 = -570570.864927
  nChanged 4
		SP:Iteration 22Q (77986.080000 sec): 3 clusters
  Score: Raw -573350.570847 + Penalty 2776.556486 = -570574.014361
  nChanged 5
		SP:Iteration 23Q (77986.290000 sec): 3 clusters
  Score: Raw -573354.120349 + Penalty 2776.556486 = -570577.563863
  nChanged 8
		SP:Iteration 24Q (77986.450000 sec): 3 clusters
  Score: Raw -573359.646828 + Penalty 2776.556486 = -570583.090342
  nChanged 3
		SP:Iteration 25Q (77986.630000 sec): 3 clusters
  Score: Raw -573362.654160 + Penalty 2776.556486 = -570586.097674
  nChanged 5
		SP:Iteration 26Q (77986.770000 sec): 3 clusters
  Score: Raw -573365.913440 + Penalty 2776.556486 = -570589.356955
  nChanged 2
		SP:Iteration 27Q (77986.950000 sec): 3 clusters
  Score: Raw -573367.056845 + Penalty 2776.556486 = -570590.500359
  nChanged 3
		SP:Iteration 28Q (77987.190000 sec): 3 clusters
  Score: Raw -573368.515799 + Penalty 2776.556486 = -570591.959314
  nChanged 3
		SP:Iteration 29Q (77987.400000 sec): 3 clusters
  Score: Raw -573370.003733 + Penalty 2776.556486 = -570593.447247
  nChanged 5
		SP:Iteration 30Q (77987.580000 sec): 3 clusters
  Score: Raw -573372.843591 + Penalty 2776.556486 = -570596.287106
  nChanged 4
		SP:Iteration 31Q (77987.790000 sec): 3 clusters
  Score: Raw -573375.082267 + Penalty 2776.556486 = -570598.525781
  nChanged 0
		SP:Iteration 32F (77987.980000 sec): 3 clusters
  Score: Raw -573375.082267 + Penalty 2776.556486 = -570598.525781
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77988.080000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77988.260000 sec): 3 clusters
  Score: Raw -362998.123524 + Penalty 2652.075560 = -360346.047964
  nChanged 1350
		SP:Iteration 1F (77988.450000 sec): 3 clusters
  Score: Raw -363923.561038 + Penalty 2652.075560 = -361271.485478
  nChanged 381
		SP:Iteration 2F (77988.610000 sec): 3 clusters
  Score: Raw -364417.505805 + Penalty 2652.075560 = -361765.430245
  nChanged 340
		SP:Iteration 3F (77988.840000 sec): 3 clusters
  Score: Raw -364791.783465 + Penalty 2652.075560 = -362139.707905
  nChanged 270
		SP:Iteration 4F (77989.020000 sec): 3 clusters
  Score: Raw -365052.538475 + Penalty 2652.075560 = -362400.462915
  nChanged 195
		SP:Iteration 5F (77989.180000 sec): 3 clusters
  Score: Raw -365232.000927 + Penalty 2652.075560 = -362579.925367
  nChanged 138
		SP:Iteration 6Q (77989.340000 sec): 3 clusters
  Score: Raw -365336.472245 + Penalty 2652.075560 = -362684.396685
  nChanged 93
		SP:Iteration 7Q (77989.530000 sec): 3 clusters
  Score: Raw -365392.391559 + Penalty 2652.075560 = -362740.315999
  nChanged 75
		SP:Iteration 8Q (77989.710000 sec): 3 clusters
  Score: Raw -365425.438317 + Penalty 2652.075560 = -362773.362757
  nChanged 49
		SP:Iteration 9Q (77989.900000 sec): 3 clusters
  Score: Raw -365447.914701 + Penalty 2652.075560 = -362795.839141
  nChanged 39
		SP:Iteration 10Q (77990.110000 sec): 3 clusters
  Score: Raw -365464.738268 + Penalty 2652.075560 = -362812.662708
  nChanged 43
		SP:Iteration 11Q (77990.290000 sec): 3 clusters
  Score: Raw -365483.698600 + Penalty 2652.075560 = -362831.623040
  nChanged 41
		SP:Iteration 12Q (77990.500000 sec): 3 clusters
  Score: Raw -365505.430571 + Penalty 2652.075560 = -362853.355011
  nChanged 34
		SP:Iteration 13Q (77990.650000 sec): 3 clusters
  Score: Raw -365522.097888 + Penalty 2652.075560 = -362870.022328
  nChanged 37
		SP:Iteration 14Q (77990.790000 sec): 3 clusters
  Score: Raw -365536.256338 + Penalty 2652.075560 = -362884.180778
  nChanged 29
		SP:Iteration 15Q (77990.960000 sec): 3 clusters
  Score: Raw -365548.210635 + Penalty 2652.075560 = -362896.135075
  nChanged 22
		SP:Iteration 16Q (77991.170000 sec): 3 clusters
  Score: Raw -365555.814696 + Penalty 2652.075560 = -362903.739136
  nChanged 24
		SP:Iteration 17Q (77991.350000 sec): 3 clusters
  Score: Raw -365565.118755 + Penalty 2652.075560 = -362913.043195
  nChanged 14
		SP:Iteration 18Q (77991.510000 sec): 3 clusters
  Score: Raw -365572.044901 + Penalty 2652.075560 = -362919.969341
  nChanged 17
		SP:Iteration 19Q (77991.730000 sec): 3 clusters
  Score: Raw -365578.909481 + Penalty 2652.075560 = -362926.833921
  nChanged 16
		SP:Iteration 20F (77991.940000 sec): 3 clusters
  Score: Raw -365583.505013 + Penalty 2652.075560 = -362931.429453
  nChanged 15
		SP:Iteration 21Q (77992.130000 sec): 3 clusters
  Score: Raw -365588.152401 + Penalty 2652.075560 = -362936.076841
  nChanged 14
		SP:Iteration 22Q (77992.310000 sec): 3 clusters
  Score: Raw -365593.533828 + Penalty 2652.075560 = -362941.458268
  nChanged 14
		SP:Iteration 23Q (77992.470000 sec): 3 clusters
  Score: Raw -365598.279872 + Penalty 2652.075560 = -362946.204312
  nChanged 16
		SP:Iteration 24Q (77992.630000 sec): 3 clusters
  Score: Raw -365603.348341 + Penalty 2652.075560 = -362951.272781
  nChanged 10
		SP:Iteration 25Q (77992.860000 sec): 3 clusters
  Score: Raw -365607.000308 + Penalty 2652.075560 = -362954.924748
  nChanged 14
		SP:Iteration 26Q (77993.060000 sec): 3 clusters
  Score: Raw -365612.031622 + Penalty 2652.075560 = -362959.956062
  nChanged 11
		SP:Iteration 27Q (77993.230000 sec): 3 clusters
  Score: Raw -365617.190429 + Penalty 2652.075560 = -362965.114869
  nChanged 9
		SP:Iteration 28Q (77993.430000 sec): 3 clusters
  Score: Raw -365620.418073 + Penalty 2652.075560 = -362968.342513
  nChanged 13
		SP:Iteration 29Q (77993.640000 sec): 3 clusters
  Score: Raw -365625.270400 + Penalty 2652.075560 = -362973.194840
  nChanged 10
		SP:Iteration 30Q (77993.840000 sec): 3 clusters
  Score: Raw -365627.172480 + Penalty 2652.075560 = -362975.096920
  nChanged 5
		SP:Iteration 31Q (77994.030000 sec): 3 clusters
  Score: Raw -365628.457606 + Penalty 2652.075560 = -362976.382046
  nChanged 4
		SP:Iteration 32Q (77994.210000 sec): 3 clusters
  Score: Raw -365629.143847 + Penalty 2652.075560 = -362977.068286
  nChanged 2
		SP:Iteration 33Q (77994.360000 sec): 3 clusters
  Score: Raw -365629.616004 + Penalty 2652.075560 = -362977.540444
  nChanged 2
		SP:Iteration 34Q (77994.570000 sec): 3 clusters
  Score: Raw -365629.738727 + Penalty 2652.075560 = -362977.663167
  nChanged 1
		SP:Iteration 35Q (77994.770000 sec): 3 clusters
  Score: Raw -365629.913941 + Penalty 2652.075560 = -362977.838381
  nChanged 3
		SP:Iteration 36Q (77994.920000 sec): 3 clusters
  Score: Raw -365630.530434 + Penalty 2652.075560 = -362978.454874
  nChanged 1
		SP:Iteration 37Q (77995.090000 sec): 3 clusters
  Score: Raw -365630.672465 + Penalty 2652.075560 = -362978.596905
  nChanged 0
		SP:Iteration 38F (77995.270000 sec): 3 clusters
  Score: Raw -365630.672465 + Penalty 2652.075560 = -362978.596905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77995.410000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77995.680000 sec): 3 clusters
  Score: Raw -1108769.359373 + Penalty 2989.962922 = -1105779.396451
  nChanged 4277
		SP:Iteration 1F (77995.910000 sec): 3 clusters
  Score: Raw -1111182.986688 + Penalty 2989.962922 = -1108193.023765
  nChanged 631
		SP:Iteration 2F (77996.120000 sec): 3 clusters
  Score: Raw -1111529.342763 + Penalty 2989.962922 = -1108539.379841
  nChanged 573
		SP:Iteration 3F (77996.290000 sec): 3 clusters
  Score: Raw -1111845.062043 + Penalty 2989.962922 = -1108855.099121
  nChanged 531
		SP:Iteration 4F (77996.540000 sec): 3 clusters
  Score: Raw -1112158.063133 + Penalty 2989.962922 = -1109168.100211
  nChanged 513
		SP:Iteration 5F (77996.810000 sec): 3 clusters
  Score: Raw -1112454.722443 + Penalty 2989.962922 = -1109464.759521
  nChanged 446
		SP:Iteration 6Q (77997.040000 sec): 3 clusters
  Score: Raw -1112712.782182 + Penalty 2989.962922 = -1109722.819260
  nChanged 420
		SP:Iteration 7Q (77997.260000 sec): 3 clusters
  Score: Raw -1112942.079846 + Penalty 2989.962922 = -1109952.116924
  nChanged 379
		SP:Iteration 8Q (77997.490000 sec): 3 clusters
  Score: Raw -1113160.491586 + Penalty 2989.962922 = -1110170.528664
  nChanged 339
		SP:Iteration 9Q (77997.700000 sec): 3 clusters
  Score: Raw -1113351.295673 + Penalty 2989.962922 = -1110361.332750
  nChanged 322
		SP:Iteration 10Q (77997.890000 sec): 3 clusters
  Score: Raw -1113516.128839 + Penalty 2989.962922 = -1110526.165917
  nChanged 288
		SP:Iteration 11Q (77998.110000 sec): 3 clusters
  Score: Raw -1113641.147823 + Penalty 2989.962922 = -1110651.184901
  nChanged 251
		SP:Iteration 12Q (77998.380000 sec): 3 clusters
  Score: Raw -1113732.735970 + Penalty 2989.962922 = -1110742.773048
  nChanged 168
		SP:Iteration 13Q (77998.610000 sec): 3 clusters
  Score: Raw -1113791.436658 + Penalty 2989.962922 = -1110801.473736
  nChanged 146
		SP:Iteration 14Q (77998.820000 sec): 3 clusters
  Score: Raw -1113839.644592 + Penalty 2989.962922 = -1110849.681670
  nChanged 115
		SP:Iteration 15Q (77999.060000 sec): 3 clusters
  Score: Raw -1113872.203316 + Penalty 2989.962922 = -1110882.240394
  nChanged 111
		SP:Iteration 16Q (77999.270000 sec): 3 clusters
  Score: Raw -1113901.446204 + Penalty 2989.962922 = -1110911.483281
  nChanged 99
		SP:Iteration 17Q (77999.480000 sec): 3 clusters
  Score: Raw -1113925.447118 + Penalty 2989.962922 = -1110935.484195
  nChanged 90
		SP:Iteration 18Q (77999.670000 sec): 3 clusters
  Score: Raw -1113946.251648 + Penalty 2989.962922 = -1110956.288726
  nChanged 78
		SP:Iteration 19Q (77999.870000 sec): 3 clusters
  Score: Raw -1113962.426334 + Penalty 2989.962922 = -1110972.463412
  nChanged 59
		SP:Iteration 20F (78000.120000 sec): 3 clusters
  Score: Raw -1113976.497528 + Penalty 2989.962922 = -1110986.534606
  nChanged 47
		SP:Iteration 21Q (78000.320000 sec): 3 clusters
  Score: Raw -1113986.837049 + Penalty 2989.962922 = -1110996.874127
  nChanged 46
		SP:Iteration 22Q (78000.540000 sec): 3 clusters
  Score: Raw -1113996.862372 + Penalty 2989.962922 = -1111006.899450
  nChanged 45
		SP:Iteration 23Q (78000.790000 sec): 3 clusters
  Score: Raw -1114007.156385 + Penalty 2989.962922 = -1111017.193463
  nChanged 54
		SP:Iteration 24Q (78001.040000 sec): 3 clusters
  Score: Raw -1114019.425695 + Penalty 2989.962922 = -1111029.462773
  nChanged 52
		SP:Iteration 25Q (78001.250000 sec): 3 clusters
  Score: Raw -1114033.191574 + Penalty 2989.962922 = -1111043.228652
  nChanged 65
		SP:Iteration 26Q (78001.440000 sec): 3 clusters
  Score: Raw -1114050.200570 + Penalty 2989.962922 = -1111060.237648
  nChanged 69
		SP:Iteration 27Q (78001.640000 sec): 3 clusters
  Score: Raw -1114067.650066 + Penalty 2989.962922 = -1111077.687144
  nChanged 69
		SP:Iteration 28Q (78001.790000 sec): 3 clusters
  Score: Raw -1114087.548596 + Penalty 2989.962922 = -1111097.585674
  nChanged 76
		SP:Iteration 29Q (78002.040000 sec): 3 clusters
  Score: Raw -1114109.573655 + Penalty 2989.962922 = -1111119.610733
  nChanged 83
		SP:Iteration 30Q (78002.240000 sec): 3 clusters
  Score: Raw -1114135.918720 + Penalty 2989.962922 = -1111145.955798
  nChanged 86
		SP:Iteration 31Q (78002.510000 sec): 3 clusters
  Score: Raw -1114167.640632 + Penalty 2989.962922 = -1111177.677710
  nChanged 88
		SP:Iteration 32Q (78002.730000 sec): 3 clusters
  Score: Raw -1114203.532628 + Penalty 2989.962922 = -1111213.569706
  nChanged 81
		SP:Iteration 33Q (78002.950000 sec): 3 clusters
  Score: Raw -1114232.390781 + Penalty 2989.962922 = -1111242.427859
  nChanged 71
		SP:Iteration 34Q (78003.200000 sec): 3 clusters
  Score: Raw -1114259.343615 + Penalty 2989.962922 = -1111269.380693
  nChanged 84
		SP:Iteration 35Q (78003.400000 sec): 3 clusters
  Score: Raw -1114292.824560 + Penalty 2989.962922 = -1111302.861638
  nChanged 76
		SP:Iteration 36Q (78003.610000 sec): 3 clusters
  Score: Raw -1114321.374620 + Penalty 2989.962922 = -1111331.411698
  nChanged 71
		SP:Iteration 37Q (78003.840000 sec): 3 clusters
  Score: Raw -1114351.773849 + Penalty 2989.962922 = -1111361.810927
  nChanged 78
		SP:Iteration 38Q (78004.070000 sec): 3 clusters
  Score: Raw -1114384.480872 + Penalty 2989.962922 = -1111394.517950
  nChanged 72
		SP:Iteration 39Q (78004.300000 sec): 3 clusters
  Score: Raw -1114415.680642 + Penalty 2989.962922 = -1111425.717720
  nChanged 62
		SP:Iteration 40F (78004.540000 sec): 3 clusters
  Score: Raw -1114441.854323 + Penalty 2989.962922 = -1111451.891401
  nChanged 56
		SP:Iteration 41Q (78004.720000 sec): 3 clusters
  Score: Raw -1114464.960854 + Penalty 2989.962922 = -1111474.997932
  nChanged 49
		SP:Iteration 42Q (78004.920000 sec): 3 clusters
  Score: Raw -1114486.047480 + Penalty 2989.962922 = -1111496.084558
  nChanged 50
		SP:Iteration 43Q (78005.160000 sec): 3 clusters
  Score: Raw -1114506.764405 + Penalty 2989.962922 = -1111516.801482
  nChanged 44
		SP:Iteration 44Q (78005.340000 sec): 3 clusters
  Score: Raw -1114527.154299 + Penalty 2989.962922 = -1111537.191377
  nChanged 46
		SP:Iteration 45Q (78005.570000 sec): 3 clusters
  Score: Raw -1114549.777684 + Penalty 2989.962922 = -1111559.814762
  nChanged 48
		SP:Iteration 46Q (78005.790000 sec): 3 clusters
  Score: Raw -1114572.540223 + Penalty 2989.962922 = -1111582.577301
  nChanged 42
		SP:Iteration 47Q (78005.960000 sec): 3 clusters
  Score: Raw -1114592.405927 + Penalty 2989.962922 = -1111602.443005
  nChanged 38
		SP:Iteration 48Q (78006.190000 sec): 3 clusters
  Score: Raw -1114613.455613 + Penalty 2989.962922 = -1111623.492691
  nChanged 41
		SP:Iteration 49Q (78006.380000 sec): 3 clusters
  Score: Raw -1114636.624448 + Penalty 2989.962922 = -1111646.661526
  nChanged 44
		SP:Iteration 50Q (78006.600000 sec): 3 clusters
  Score: Raw -1114670.390813 + Penalty 2989.962922 = -1111680.427891
  nChanged 44
		SP:Iteration 51Q (78006.820000 sec): 3 clusters
  Score: Raw -1114705.081966 + Penalty 2989.962922 = -1111715.119044
  nChanged 34
		SP:Iteration 52Q (78007.050000 sec): 3 clusters
  Score: Raw -1114724.140095 + Penalty 2989.962922 = -1111734.177173
  nChanged 24
		SP:Iteration 53Q (78007.260000 sec): 3 clusters
  Score: Raw -1114737.504425 + Penalty 2989.962922 = -1111747.541502
  nChanged 24
		SP:Iteration 54Q (78007.470000 sec): 3 clusters
  Score: Raw -1114751.544581 + Penalty 2989.962922 = -1111761.581659
  nChanged 18
		SP:Iteration 55Q (78007.640000 sec): 3 clusters
  Score: Raw -1114759.442152 + Penalty 2989.962922 = -1111769.479230
  nChanged 11
		SP:Iteration 56Q (78007.870000 sec): 3 clusters
  Score: Raw -1114763.993829 + Penalty 2989.962922 = -1111774.030906
  nChanged 6
		SP:Iteration 57Q (78008.060000 sec): 3 clusters
  Score: Raw -1114766.732545 + Penalty 2989.962922 = -1111776.769623
  nChanged 9
		SP:Iteration 58Q (78008.240000 sec): 3 clusters
  Score: Raw -1114771.251250 + Penalty 2989.962922 = -1111781.288328
  nChanged 5
		SP:Iteration 59Q (78008.430000 sec): 3 clusters
  Score: Raw -1114772.626770 + Penalty 2989.962922 = -1111782.663848
  nChanged 2
		SP:Iteration 60F (78008.670000 sec): 3 clusters
  Score: Raw -1114773.545580 + Penalty 2989.962922 = -1111783.582658
  nChanged 5
		SP:Iteration 61Q (78008.880000 sec): 3 clusters
  Score: Raw -1114774.951763 + Penalty 2989.962922 = -1111784.988841
  nChanged 3
		SP:Iteration 62Q (78009.070000 sec): 3 clusters
  Score: Raw -1114776.304968 + Penalty 2989.962922 = -1111786.342046
  nChanged 2
		SP:Iteration 63Q (78009.310000 sec): 3 clusters
  Score: Raw -1114776.898289 + Penalty 2989.962922 = -1111786.935367
  nChanged 0
		SP:Iteration 64F (78009.480000 sec): 3 clusters
  Score: Raw -1114776.898289 + Penalty 2989.962922 = -1111786.935367
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78009.600000 sec): 2 clusters
  Score: Raw -1228490.366221 + Penalty 1522.595699 = -1226967.770522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78009.830000 sec): 3 clusters
  Score: Raw -1221808.161677 + Penalty 3045.191398 = -1218762.970279
  nChanged 5102
		SP:Iteration 1F (78010.050000 sec): 3 clusters
  Score: Raw -1224533.654663 + Penalty 3045.191398 = -1221488.463264
  nChanged 712
		SP:Iteration 2F (78010.270000 sec): 3 clusters
  Score: Raw -1224814.343440 + Penalty 3045.191398 = -1221769.152042
  nChanged 592
		SP:Iteration 3F (78010.500000 sec): 3 clusters
  Score: Raw -1225057.917710 + Penalty 3045.191398 = -1222012.726312
  nChanged 540
		SP:Iteration 4Q (78010.720000 sec): 3 clusters
  Score: Raw -1225309.671473 + Penalty 3045.191398 = -1222264.480075
  nChanged 554
		SP:Iteration 5Q (78010.970000 sec): 3 clusters
  Score: Raw -1225589.961987 + Penalty 3045.191398 = -1222544.770588
  nChanged 563
		SP:Iteration 6Q (78011.210000 sec): 3 clusters
  Score: Raw -1225886.642357 + Penalty 3045.191398 = -1222841.450959
  nChanged 614
		SP:Iteration 7F (78011.390000 sec): 3 clusters
  Score: Raw -1226254.377537 + Penalty 3045.191398 = -1223209.186139
  nChanged 620
		SP:Iteration 8F (78011.630000 sec): 3 clusters
  Score: Raw -1226657.981626 + Penalty 3045.191398 = -1223612.790227
  nChanged 590
		SP:Iteration 9F (78011.860000 sec): 3 clusters
  Score: Raw -1227055.486860 + Penalty 3045.191398 = -1224010.295461
  nChanged 528
		SP:Iteration 10Q (78012.070000 sec): 3 clusters
  Score: Raw -1227419.635960 + Penalty 3045.191398 = -1224374.444562
  nChanged 437
		SP:Iteration 11Q (78012.270000 sec): 3 clusters
  Score: Raw -1227721.721353 + Penalty 3045.191398 = -1224676.529955
  nChanged 367
		SP:Iteration 12Q (78012.500000 sec): 3 clusters
  Score: Raw -1227990.011314 + Penalty 3045.191398 = -1224944.819916
  nChanged 307
		SP:Iteration 13Q (78012.750000 sec): 3 clusters
  Score: Raw -1228210.324266 + Penalty 3045.191398 = -1225165.132867
  nChanged 222
		SP:Iteration 14Q (78012.970000 sec): 3 clusters
  Score: Raw -1228363.242056 + Penalty 3045.191398 = -1225318.050658
  nChanged 165
		SP:Iteration 15Q (78013.180000 sec): 3 clusters
  Score: Raw -1228491.386663 + Penalty 3045.191398 = -1225446.195265
  nChanged 101
		SP:Iteration 16Q (78013.430000 sec): 3 clusters
  Score: Raw -1228566.530175 + Penalty 3045.191398 = -1225521.338777
  nChanged 68
		SP:Iteration 17Q (78013.680000 sec): 3 clusters
  Score: Raw -1228618.395303 + Penalty 3045.191398 = -1225573.203905
  nChanged 47
		SP:Iteration 18Q (78013.910000 sec): 3 clusters
  Score: Raw -1228655.781473 + Penalty 3045.191398 = -1225610.590075
  nChanged 37
		SP:Iteration 19Q (78014.110000 sec): 3 clusters
  Score: Raw -1228686.142375 + Penalty 3045.191398 = -1225640.950977
  nChanged 29
		SP:Iteration 20F (78014.370000 sec): 3 clusters
  Score: Raw -1228707.317944 + Penalty 3045.191398 = -1225662.126545
  nChanged 14
		SP:Iteration 21Q (78014.570000 sec): 3 clusters
  Score: Raw -1228719.450275 + Penalty 3045.191398 = -1225674.258877
  nChanged 9
		SP:Iteration 22Q (78014.770000 sec): 3 clusters
  Score: Raw -1228725.388431 + Penalty 3045.191398 = -1225680.197033
  nChanged 6
		SP:Iteration 23Q (78014.950000 sec): 3 clusters
  Score: Raw -1228730.130153 + Penalty 3045.191398 = -1225684.938755
  nChanged 3
		SP:Iteration 24Q (78015.120000 sec): 3 clusters
  Score: Raw -1228731.641371 + Penalty 3045.191398 = -1225686.449973
  nChanged 1
		SP:Iteration 25Q (78015.290000 sec): 3 clusters
  Score: Raw -1228732.023359 + Penalty 3045.191398 = -1225686.831961
  nChanged 2
		SP:Iteration 26Q (78015.530000 sec): 3 clusters
  Score: Raw -1228733.229733 + Penalty 3045.191398 = -1225688.038335
  nChanged 2
		SP:Iteration 27Q (78015.720000 sec): 3 clusters
  Score: Raw -1228734.707390 + Penalty 3045.191398 = -1225689.515992
  nChanged 4
		SP:Iteration 28Q (78015.900000 sec): 3 clusters
  Score: Raw -1228736.843217 + Penalty 3045.191398 = -1225691.651819
  nChanged 3
		SP:Iteration 29Q (78016.140000 sec): 3 clusters
  Score: Raw -1228738.027029 + Penalty 3045.191398 = -1225692.835630
  nChanged 3
		SP:Iteration 30Q (78016.380000 sec): 3 clusters
  Score: Raw -1228740.838048 + Penalty 3045.191398 = -1225695.646650
  nChanged 4
		SP:Iteration 31Q (78016.580000 sec): 3 clusters
  Score: Raw -1228744.086553 + Penalty 3045.191398 = -1225698.895155
  nChanged 4
		SP:Iteration 32Q (78016.830000 sec): 3 clusters
  Score: Raw -1228749.444563 + Penalty 3045.191398 = -1225704.253165
  nChanged 2
		SP:Iteration 33Q (78017.040000 sec): 3 clusters
  Score: Raw -1228751.053845 + Penalty 3045.191398 = -1225705.862447
  nChanged 1
		SP:Iteration 34Q (78017.250000 sec): 3 clusters
  Score: Raw -1228751.912244 + Penalty 3045.191398 = -1225706.720846
  nChanged 2
		SP:Iteration 35Q (78017.480000 sec): 3 clusters
  Score: Raw -1228752.897557 + Penalty 3045.191398 = -1225707.706159
  nChanged 2
		SP:Iteration 36Q (78017.680000 sec): 3 clusters
  Score: Raw -1228753.647602 + Penalty 3045.191398 = -1225708.456203
  nChanged 0
		SP:Iteration 37F (78017.890000 sec): 3 clusters
  Score: Raw -1228753.647602 + Penalty 3045.191398 = -1225708.456203
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78018.030000 sec): 2 clusters
  Score: Raw -959603.557076 + Penalty 1484.064254 = -958119.492822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78018.270000 sec): 3 clusters
  Score: Raw -954459.186023 + Penalty 2968.128508 = -951491.057515
  nChanged 3958
		SP:Iteration 1F (78018.430000 sec): 3 clusters
  Score: Raw -956743.678404 + Penalty 2968.128508 = -953775.549896
  nChanged 746
		SP:Iteration 2F (78018.660000 sec): 3 clusters
  Score: Raw -957297.014666 + Penalty 2968.128508 = -954328.886158
  nChanged 702
		SP:Iteration 3F (78018.830000 sec): 3 clusters
  Score: Raw -957835.925849 + Penalty 2968.128508 = -954867.797340
  nChanged 677
		SP:Iteration 4F (78019.070000 sec): 3 clusters
  Score: Raw -958364.178964 + Penalty 2968.128508 = -955396.050456
  nChanged 553
		SP:Iteration 5F (78019.300000 sec): 3 clusters
  Score: Raw -958812.417325 + Penalty 2968.128508 = -955844.288817
  nChanged 444
		SP:Iteration 6Q (78019.500000 sec): 3 clusters
  Score: Raw -959160.350664 + Penalty 2968.128508 = -956192.222156
  nChanged 308
		SP:Iteration 7Q (78019.760000 sec): 3 clusters
  Score: Raw -959397.857609 + Penalty 2968.128508 = -956429.729101
  nChanged 251
		SP:Iteration 8Q (78019.960000 sec): 3 clusters
  Score: Raw -959564.212299 + Penalty 2968.128508 = -956596.083791
  nChanged 160
		SP:Iteration 9Q (78020.220000 sec): 3 clusters
  Score: Raw -959671.778330 + Penalty 2968.128508 = -956703.649821
  nChanged 126
		SP:Iteration 10Q (78020.410000 sec): 3 clusters
  Score: Raw -959752.693646 + Penalty 2968.128508 = -956784.565138
  nChanged 98
		SP:Iteration 11Q (78020.620000 sec): 3 clusters
  Score: Raw -959803.228259 + Penalty 2968.128508 = -956835.099750
  nChanged 76
		SP:Iteration 12Q (78020.790000 sec): 3 clusters
  Score: Raw -959838.595182 + Penalty 2968.128508 = -956870.466674
  nChanged 63
		SP:Iteration 13Q (78021.000000 sec): 3 clusters
  Score: Raw -959873.740861 + Penalty 2968.128508 = -956905.612352
  nChanged 57
		SP:Iteration 14Q (78021.170000 sec): 3 clusters
  Score: Raw -959903.790396 + Penalty 2968.128508 = -956935.661887
  nChanged 42
		SP:Iteration 15Q (78021.380000 sec): 3 clusters
  Score: Raw -959923.297207 + Penalty 2968.128508 = -956955.168699
  nChanged 30
		SP:Iteration 16Q (78021.580000 sec): 3 clusters
  Score: Raw -959934.272995 + Penalty 2968.128508 = -956966.144487
  nChanged 22
		SP:Iteration 17Q (78021.760000 sec): 3 clusters
  Score: Raw -959944.333399 + Penalty 2968.128508 = -956976.204891
  nChanged 18
		SP:Iteration 18Q (78021.960000 sec): 3 clusters
  Score: Raw -959954.307567 + Penalty 2968.128508 = -956986.179059
  nChanged 25
		SP:Iteration 19Q (78022.200000 sec): 3 clusters
  Score: Raw -959964.347025 + Penalty 2968.128508 = -956996.218517
  nChanged 18
		SP:Iteration 20F (78022.390000 sec): 3 clusters
  Score: Raw -959971.482240 + Penalty 2968.128508 = -957003.353732
  nChanged 16
		SP:Iteration 21Q (78022.610000 sec): 3 clusters
  Score: Raw -959977.374650 + Penalty 2968.128508 = -957009.246142
  nChanged 12
		SP:Iteration 22Q (78022.830000 sec): 3 clusters
  Score: Raw -959981.626449 + Penalty 2968.128508 = -957013.497941
  nChanged 11
		SP:Iteration 23Q (78023.080000 sec): 3 clusters
  Score: Raw -959986.010631 + Penalty 2968.128508 = -957017.882122
  nChanged 4
		SP:Iteration 24Q (78023.250000 sec): 3 clusters
  Score: Raw -959986.890198 + Penalty 2968.128508 = -957018.761690
  nChanged 3
		SP:Iteration 25Q (78023.430000 sec): 3 clusters
  Score: Raw -959987.472764 + Penalty 2968.128508 = -957019.344256
  nChanged 3
		SP:Iteration 26Q (78023.600000 sec): 3 clusters
  Score: Raw -959988.545373 + Penalty 2968.128508 = -957020.416865
  nChanged 6
		SP:Iteration 27Q (78023.740000 sec): 3 clusters
  Score: Raw -959991.307714 + Penalty 2968.128508 = -957023.179206
  nChanged 7
		SP:Iteration 28Q (78023.940000 sec): 3 clusters
  Score: Raw -959994.183596 + Penalty 2968.128508 = -957026.055087
  nChanged 6
		SP:Iteration 29Q (78024.150000 sec): 3 clusters
  Score: Raw -959995.939849 + Penalty 2968.128508 = -957027.811341
  nChanged 4
		SP:Iteration 30Q (78024.340000 sec): 3 clusters
  Score: Raw -959997.316794 + Penalty 2968.128508 = -957029.188285
  nChanged 1
		SP:Iteration 31Q (78024.550000 sec): 3 clusters
  Score: Raw -959997.538004 + Penalty 2968.128508 = -957029.409496
  nChanged 0
		SP:Iteration 32F (78024.730000 sec): 3 clusters
  Score: Raw -959997.538004 + Penalty 2968.128508 = -957029.409496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78024.860000 sec): 2 clusters
  Score: Raw -817905.839300 + Penalty 1450.018617 = -816455.820683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78025.030000 sec): 3 clusters
  Score: Raw -813864.812626 + Penalty 2900.037234 = -810964.775392
  nChanged 3117
		SP:Iteration 1F (78025.210000 sec): 3 clusters
  Score: Raw -815710.732956 + Penalty 2900.037234 = -812810.695722
  nChanged 475
		SP:Iteration 2F (78025.380000 sec): 3 clusters
  Score: Raw -815945.857765 + Penalty 2900.037234 = -813045.820531
  nChanged 373
		SP:Iteration 3Q (78025.590000 sec): 3 clusters
  Score: Raw -816129.985929 + Penalty 2900.037234 = -813229.948695
  nChanged 338
		SP:Iteration 4Q (78025.760000 sec): 3 clusters
  Score: Raw -816305.917440 + Penalty 2900.037234 = -813405.880206
  nChanged 345
		SP:Iteration 5Q (78025.950000 sec): 3 clusters
  Score: Raw -816513.658031 + Penalty 2900.037234 = -813613.620797
  nChanged 367
		SP:Iteration 6Q (78026.170000 sec): 3 clusters
  Score: Raw -816724.698851 + Penalty 2900.037234 = -813824.661616
  nChanged 365
		SP:Iteration 7Q (78026.360000 sec): 3 clusters
  Score: Raw -816935.244758 + Penalty 2900.037234 = -814035.207523
  nChanged 341
		SP:Iteration 8Q (78026.590000 sec): 3 clusters
  Score: Raw -817124.456863 + Penalty 2900.037234 = -814224.419629
  nChanged 296
		SP:Iteration 9Q (78026.790000 sec): 3 clusters
  Score: Raw -817280.255053 + Penalty 2900.037234 = -814380.217818
  nChanged 265
		SP:Iteration 10Q (78026.990000 sec): 3 clusters
  Score: Raw -817407.233330 + Penalty 2900.037234 = -814507.196095
  nChanged 222
		SP:Iteration 11Q (78027.160000 sec): 3 clusters
  Score: Raw -817506.479504 + Penalty 2900.037234 = -814606.442270
  nChanged 183
		SP:Iteration 12Q (78027.340000 sec): 3 clusters
  Score: Raw -817585.267961 + Penalty 2900.037234 = -814685.230727
  nChanged 161
		SP:Iteration 13Q (78027.520000 sec): 3 clusters
  Score: Raw -817647.588998 + Penalty 2900.037234 = -814747.551764
  nChanged 128
		SP:Iteration 14Q (78027.730000 sec): 3 clusters
  Score: Raw -817691.065048 + Penalty 2900.037234 = -814791.027814
  nChanged 90
		SP:Iteration 15Q (78027.950000 sec): 3 clusters
  Score: Raw -817721.657799 + Penalty 2900.037234 = -814821.620565
  nChanged 80
		SP:Iteration 16Q (78028.140000 sec): 3 clusters
  Score: Raw -817744.726923 + Penalty 2900.037234 = -814844.689688
  nChanged 75
		SP:Iteration 17Q (78028.290000 sec): 3 clusters
  Score: Raw -817768.482567 + Penalty 2900.037234 = -814868.445332
  nChanged 76
		SP:Iteration 18Q (78028.450000 sec): 3 clusters
  Score: Raw -817791.691966 + Penalty 2900.037234 = -814891.654732
  nChanged 60
		SP:Iteration 19Q (78028.670000 sec): 3 clusters
  Score: Raw -817806.171420 + Penalty 2900.037234 = -814906.134186
  nChanged 36
		SP:Iteration 20F (78028.900000 sec): 3 clusters
  Score: Raw -817815.003967 + Penalty 2900.037234 = -814914.966733
  nChanged 24
		SP:Iteration 21Q (78029.100000 sec): 3 clusters
  Score: Raw -817819.788502 + Penalty 2900.037234 = -814919.751268
  nChanged 23
		SP:Iteration 22Q (78029.320000 sec): 3 clusters
  Score: Raw -817825.330394 + Penalty 2900.037234 = -814925.293159
  nChanged 17
		SP:Iteration 23Q (78029.500000 sec): 3 clusters
  Score: Raw -817829.849821 + Penalty 2900.037234 = -814929.812587
  nChanged 16
		SP:Iteration 24Q (78029.700000 sec): 3 clusters
  Score: Raw -817832.690357 + Penalty 2900.037234 = -814932.653122
  nChanged 16
		SP:Iteration 25Q (78029.830000 sec): 3 clusters
  Score: Raw -817836.473173 + Penalty 2900.037234 = -814936.435938
  nChanged 21
		SP:Iteration 26Q (78030.070000 sec): 3 clusters
  Score: Raw -817842.692447 + Penalty 2900.037234 = -814942.655213
  nChanged 24
		SP:Iteration 27Q (78030.270000 sec): 3 clusters
  Score: Raw -817849.172656 + Penalty 2900.037234 = -814949.135422
  nChanged 26
		SP:Iteration 28Q (78030.450000 sec): 3 clusters
  Score: Raw -817855.196918 + Penalty 2900.037234 = -814955.159684
  nChanged 26
		SP:Iteration 29Q (78030.670000 sec): 3 clusters
  Score: Raw -817860.836178 + Penalty 2900.037234 = -814960.798943
  nChanged 22
		SP:Iteration 30Q (78030.860000 sec): 3 clusters
  Score: Raw -817865.895272 + Penalty 2900.037234 = -814965.858038
  nChanged 18
		SP:Iteration 31Q (78031.080000 sec): 3 clusters
  Score: Raw -817871.300624 + Penalty 2900.037234 = -814971.263389
  nChanged 19
		SP:Iteration 32Q (78031.290000 sec): 3 clusters
  Score: Raw -817876.002008 + Penalty 2900.037234 = -814975.964773
  nChanged 21
		SP:Iteration 33Q (78031.480000 sec): 3 clusters
  Score: Raw -817880.931825 + Penalty 2900.037234 = -814980.894591
  nChanged 13
		SP:Iteration 34Q (78031.660000 sec): 3 clusters
  Score: Raw -817883.729614 + Penalty 2900.037234 = -814983.692380
  nChanged 15
		SP:Iteration 35Q (78031.880000 sec): 3 clusters
  Score: Raw -817886.221842 + Penalty 2900.037234 = -814986.184607
  nChanged 8
		SP:Iteration 36Q (78032.090000 sec): 3 clusters
  Score: Raw -817887.921201 + Penalty 2900.037234 = -814987.883967
  nChanged 9
		SP:Iteration 37Q (78032.310000 sec): 3 clusters
  Score: Raw -817889.919344 + Penalty 2900.037234 = -814989.882110
  nChanged 10
		SP:Iteration 38Q (78032.480000 sec): 3 clusters
  Score: Raw -817891.719395 + Penalty 2900.037234 = -814991.682161
  nChanged 10
		SP:Iteration 39Q (78032.720000 sec): 3 clusters
  Score: Raw -817893.415723 + Penalty 2900.037234 = -814993.378489
  nChanged 10
		SP:Iteration 40F (78032.900000 sec): 3 clusters
  Score: Raw -817894.925213 + Penalty 2900.037234 = -814994.887978
  nChanged 7
		SP:Iteration 41Q (78033.100000 sec): 3 clusters
  Score: Raw -817895.834867 + Penalty 2900.037234 = -814995.797633
  nChanged 4
		SP:Iteration 42Q (78033.300000 sec): 3 clusters
  Score: Raw -817896.616714 + Penalty 2900.037234 = -814996.579480
  nChanged 8
		SP:Iteration 43Q (78033.500000 sec): 3 clusters
  Score: Raw -817898.029099 + Penalty 2900.037234 = -814997.991864
  nChanged 7
		SP:Iteration 44Q (78033.710000 sec): 3 clusters
  Score: Raw -817899.761362 + Penalty 2900.037234 = -814999.724128
  nChanged 11
		SP:Iteration 45Q (78033.880000 sec): 3 clusters
  Score: Raw -817902.633750 + Penalty 2900.037234 = -815002.596516
  nChanged 13
		SP:Iteration 46Q (78034.080000 sec): 3 clusters
  Score: Raw -817906.527538 + Penalty 2900.037234 = -815006.490303
  nChanged 18
		SP:Iteration 47Q (78034.290000 sec): 3 clusters
  Score: Raw -817911.088057 + Penalty 2900.037234 = -815011.050822
  nChanged 17
		SP:Iteration 48Q (78034.480000 sec): 3 clusters
  Score: Raw -817916.723286 + Penalty 2900.037234 = -815016.686051
  nChanged 27
		SP:Iteration 49Q (78034.710000 sec): 3 clusters
  Score: Raw -817925.157486 + Penalty 2900.037234 = -815025.120252
  nChanged 31
		SP:Iteration 50Q (78034.900000 sec): 3 clusters
  Score: Raw -817937.920474 + Penalty 2900.037234 = -815037.883239
  nChanged 41
		SP:Iteration 51Q (78035.090000 sec): 3 clusters
  Score: Raw -817952.224078 + Penalty 2900.037234 = -815052.186844
  nChanged 42
		SP:Iteration 52Q (78035.340000 sec): 3 clusters
  Score: Raw -817967.668848 + Penalty 2900.037234 = -815067.631614
  nChanged 39
		SP:Iteration 53Q (78035.520000 sec): 3 clusters
  Score: Raw -817988.588804 + Penalty 2900.037234 = -815088.551569
  nChanged 47
		SP:Iteration 54Q (78035.680000 sec): 3 clusters
  Score: Raw -818008.306434 + Penalty 2900.037234 = -815108.269200
  nChanged 50
		SP:Iteration 55Q (78035.840000 sec): 3 clusters
  Score: Raw -818036.293606 + Penalty 2900.037234 = -815136.256372
  nChanged 58
		SP:Iteration 56Q (78036.040000 sec): 3 clusters
  Score: Raw -818067.415929 + Penalty 2900.037234 = -815167.378695
  nChanged 58
		SP:Iteration 57Q (78036.250000 sec): 3 clusters
  Score: Raw -818098.216830 + Penalty 2900.037234 = -815198.179595
  nChanged 59
		SP:Iteration 58Q (78036.440000 sec): 3 clusters
  Score: Raw -818125.528688 + Penalty 2900.037234 = -815225.491453
  nChanged 51
		SP:Iteration 59Q (78036.670000 sec): 3 clusters
  Score: Raw -818155.174968 + Penalty 2900.037234 = -815255.137733
  nChanged 54
		SP:Iteration 60F (78036.900000 sec): 3 clusters
  Score: Raw -818188.739854 + Penalty 2900.037234 = -815288.702620
  nChanged 47
		SP:Iteration 61Q (78037.080000 sec): 3 clusters
  Score: Raw -818220.088883 + Penalty 2900.037234 = -815320.051649
  nChanged 42
		SP:Iteration 62Q (78037.310000 sec): 3 clusters
  Score: Raw -818241.572484 + Penalty 2900.037234 = -815341.535249
  nChanged 33
		SP:Iteration 63Q (78037.480000 sec): 3 clusters
  Score: Raw -818256.012641 + Penalty 2900.037234 = -815355.975407
  nChanged 25
		SP:Iteration 64Q (78037.700000 sec): 3 clusters
  Score: Raw -818268.793864 + Penalty 2900.037234 = -815368.756630
  nChanged 28
		SP:Iteration 65Q (78037.920000 sec): 3 clusters
  Score: Raw -818279.744298 + Penalty 2900.037234 = -815379.707064
  nChanged 20
		SP:Iteration 66Q (78038.090000 sec): 3 clusters
  Score: Raw -818286.840571 + Penalty 2900.037234 = -815386.803336
  nChanged 12
		SP:Iteration 67Q (78038.340000 sec): 3 clusters
  Score: Raw -818292.459550 + Penalty 2900.037234 = -815392.422315
  nChanged 17
		SP:Iteration 68Q (78038.540000 sec): 3 clusters
  Score: Raw -818299.996384 + Penalty 2900.037234 = -815399.959150
  nChanged 15
		SP:Iteration 69Q (78038.720000 sec): 3 clusters
  Score: Raw -818307.317943 + Penalty 2900.037234 = -815407.280709
  nChanged 13
		SP:Iteration 70Q (78038.920000 sec): 3 clusters
  Score: Raw -818312.020048 + Penalty 2900.037234 = -815411.982813
  nChanged 4
		SP:Iteration 71Q (78039.120000 sec): 3 clusters
  Score: Raw -818313.212630 + Penalty 2900.037234 = -815413.175396
  nChanged 2
		SP:Iteration 72Q (78039.300000 sec): 3 clusters
  Score: Raw -818314.190947 + Penalty 2900.037234 = -815414.153713
  nChanged 4
		SP:Iteration 73Q (78039.510000 sec): 3 clusters
  Score: Raw -818316.005603 + Penalty 2900.037234 = -815415.968369
  nChanged 2
		SP:Iteration 74Q (78039.720000 sec): 3 clusters
  Score: Raw -818316.573273 + Penalty 2900.037234 = -815416.536039
  nChanged 0
		SP:Iteration 75F (78039.870000 sec): 3 clusters
  Score: Raw -818316.573273 + Penalty 2900.037234 = -815416.536039
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78040.020000 sec): 2 clusters
  Score: Raw -351288.124549 + Penalty 1311.013632 = -349977.110917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78040.170000 sec): 3 clusters
  Score: Raw -349759.867560 + Penalty 2622.027264 = -347137.840297
  nChanged 1211
		SP:Iteration 1F (78040.400000 sec): 3 clusters
  Score: Raw -350466.981295 + Penalty 2622.027264 = -347844.954032
  nChanged 252
		SP:Iteration 2F (78040.590000 sec): 3 clusters
  Score: Raw -350665.759054 + Penalty 2622.027264 = -348043.731791
  nChanged 192
		SP:Iteration 3F (78040.790000 sec): 3 clusters
  Score: Raw -350801.559104 + Penalty 2622.027264 = -348179.531841
  nChanged 165
		SP:Iteration 4F (78040.940000 sec): 3 clusters
  Score: Raw -350934.904777 + Penalty 2622.027264 = -348312.877514
  nChanged 148
		SP:Iteration 5Q (78041.160000 sec): 3 clusters
  Score: Raw -351055.523718 + Penalty 2622.027264 = -348433.496454
  nChanged 138
		SP:Iteration 6Q (78041.300000 sec): 3 clusters
  Score: Raw -351160.423486 + Penalty 2622.027264 = -348538.396223
  nChanged 117
		SP:Iteration 7Q (78041.440000 sec): 3 clusters
  Score: Raw -351245.869677 + Penalty 2622.027264 = -348623.842413
  nChanged 107
		SP:Iteration 8Q (78041.660000 sec): 3 clusters
  Score: Raw -351314.735662 + Penalty 2622.027264 = -348692.708398
  nChanged 83
		SP:Iteration 9Q (78041.800000 sec): 3 clusters
  Score: Raw -351371.584902 + Penalty 2622.027264 = -348749.557639
  nChanged 60
		SP:Iteration 10Q (78042.000000 sec): 3 clusters
  Score: Raw -351411.483465 + Penalty 2622.027264 = -348789.456202
  nChanged 43
		SP:Iteration 11Q (78042.160000 sec): 3 clusters
  Score: Raw -351448.115942 + Penalty 2622.027264 = -348826.088678
  nChanged 45
		SP:Iteration 12Q (78042.360000 sec): 3 clusters
  Score: Raw -351476.386203 + Penalty 2622.027264 = -348854.358940
  nChanged 25
		SP:Iteration 13Q (78042.500000 sec): 3 clusters
  Score: Raw -351490.717866 + Penalty 2622.027264 = -348868.690602
  nChanged 27
		SP:Iteration 14Q (78042.680000 sec): 3 clusters
  Score: Raw -351506.871076 + Penalty 2622.027264 = -348884.843813
  nChanged 30
		SP:Iteration 15Q (78042.840000 sec): 3 clusters
  Score: Raw -351526.755593 + Penalty 2622.027264 = -348904.728329
  nChanged 29
		SP:Iteration 16Q (78043.060000 sec): 3 clusters
  Score: Raw -351541.672384 + Penalty 2622.027264 = -348919.645121
  nChanged 20
		SP:Iteration 17Q (78043.200000 sec): 3 clusters
  Score: Raw -351551.283576 + Penalty 2622.027264 = -348929.256312
  nChanged 14
		SP:Iteration 18Q (78043.370000 sec): 3 clusters
  Score: Raw -351558.225054 + Penalty 2622.027264 = -348936.197791
  nChanged 14
		SP:Iteration 19Q (78043.610000 sec): 3 clusters
  Score: Raw -351566.096888 + Penalty 2622.027264 = -348944.069625
  nChanged 14
		SP:Iteration 20F (78043.740000 sec): 3 clusters
  Score: Raw -351573.784651 + Penalty 2622.027264 = -348951.757387
  nChanged 14
		SP:Iteration 21Q (78043.970000 sec): 3 clusters
  Score: Raw -351582.155558 + Penalty 2622.027264 = -348960.128294
  nChanged 7
		SP:Iteration 22Q (78044.060000 sec): 3 clusters
  Score: Raw -351584.575220 + Penalty 2622.027264 = -348962.547956
  nChanged 7
		SP:Iteration 23Q (78044.280000 sec): 3 clusters
  Score: Raw -351588.327484 + Penalty 2622.027264 = -348966.300220
  nChanged 7
		SP:Iteration 24Q (78044.460000 sec): 3 clusters
  Score: Raw -351593.399053 + Penalty 2622.027264 = -348971.371789
  nChanged 10
		SP:Iteration 25Q (78044.580000 sec): 3 clusters
  Score: Raw -351599.376041 + Penalty 2622.027264 = -348977.348777
  nChanged 10
		SP:Iteration 26Q (78044.780000 sec): 3 clusters
  Score: Raw -351604.858786 + Penalty 2622.027264 = -348982.831522
  nChanged 11
		SP:Iteration 27Q (78044.900000 sec): 3 clusters
  Score: Raw -351611.321137 + Penalty 2622.027264 = -348989.293873
  nChanged 13
		SP:Iteration 28Q (78045.060000 sec): 3 clusters
  Score: Raw -351624.384486 + Penalty 2622.027264 = -349002.357223
  nChanged 21
		SP:Iteration 29Q (78045.240000 sec): 3 clusters
  Score: Raw -351639.538110 + Penalty 2622.027264 = -349017.510847
  nChanged 19
		SP:Iteration 30Q (78045.400000 sec): 3 clusters
  Score: Raw -351651.838086 + Penalty 2622.027264 = -349029.810823
  nChanged 17
		SP:Iteration 31Q (78045.550000 sec): 3 clusters
  Score: Raw -351665.732925 + Penalty 2622.027264 = -349043.705661
  nChanged 23
		SP:Iteration 32Q (78045.700000 sec): 3 clusters
  Score: Raw -351682.699705 + Penalty 2622.027264 = -349060.672442
  nChanged 19
		SP:Iteration 33Q (78045.870000 sec): 3 clusters
  Score: Raw -351695.358888 + Penalty 2622.027264 = -349073.331625
  nChanged 17
		SP:Iteration 34Q (78046.020000 sec): 3 clusters
  Score: Raw -351702.726222 + Penalty 2622.027264 = -349080.698958
  nChanged 12
		SP:Iteration 35Q (78046.160000 sec): 3 clusters
  Score: Raw -351707.786935 + Penalty 2622.027264 = -349085.759672
  nChanged 7
		SP:Iteration 36Q (78046.320000 sec): 3 clusters
  Score: Raw -351709.972373 + Penalty 2622.027264 = -349087.945109
  nChanged 4
		SP:Iteration 37Q (78046.450000 sec): 3 clusters
  Score: Raw -351710.795954 + Penalty 2622.027264 = -349088.768690
  nChanged 5
		SP:Iteration 38Q (78046.600000 sec): 3 clusters
  Score: Raw -351713.263789 + Penalty 2622.027264 = -349091.236525
  nChanged 7
		SP:Iteration 39Q (78046.730000 sec): 3 clusters
  Score: Raw -351715.683961 + Penalty 2622.027264 = -349093.656698
  nChanged 1
		SP:Iteration 40F (78046.880000 sec): 3 clusters
  Score: Raw -351716.052108 + Penalty 2622.027264 = -349094.024845
  nChanged 2
		SP:Iteration 41Q (78047.030000 sec): 3 clusters
  Score: Raw -351717.008239 + Penalty 2622.027264 = -349094.980975
  nChanged 3
		SP:Iteration 42Q (78047.200000 sec): 3 clusters
  Score: Raw -351718.515113 + Penalty 2622.027264 = -349096.487849
  nChanged 5
		SP:Iteration 43Q (78047.380000 sec): 3 clusters
  Score: Raw -351721.894628 + Penalty 2622.027264 = -349099.867364
  nChanged 6
		SP:Iteration 44Q (78047.500000 sec): 3 clusters
  Score: Raw -351724.118126 + Penalty 2622.027264 = -349102.090862
  nChanged 4
		SP:Iteration 45Q (78047.670000 sec): 3 clusters
  Score: Raw -351725.974914 + Penalty 2622.027264 = -349103.947650
  nChanged 2
		SP:Iteration 46Q (78047.790000 sec): 3 clusters
  Score: Raw -351727.021852 + Penalty 2622.027264 = -349104.994588
  nChanged 2
		SP:Iteration 47Q (78047.950000 sec): 3 clusters
  Score: Raw -351727.739311 + Penalty 2622.027264 = -349105.712047
  nChanged 2
		SP:Iteration 48Q (78048.130000 sec): 3 clusters
  Score: Raw -351728.683693 + Penalty 2622.027264 = -349106.656429
  nChanged 0
		SP:Iteration 49F (78048.270000 sec): 3 clusters
  Score: Raw -351728.683693 + Penalty 2622.027264 = -349106.656429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78048.350000 sec): 2 clusters
  Score: Raw -12638.043000 + Penalty 832.644147 = -11805.398853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78048.520000 sec): 3 clusters
  Score: Raw -12904.094007 + Penalty 1665.288293 = -11238.805713
  nChanged 33
		SP:Iteration 1F (78048.690000 sec): 3 clusters
  Score: Raw -13047.298687 + Penalty 1665.288293 = -11382.010393
  nChanged 9
		SP:Iteration 2F (78048.840000 sec): 3 clusters
  Score: Raw -13083.610799 + Penalty 1665.288293 = -11418.322505
  nChanged 2
		SP:Iteration 3Q (78048.980000 sec): 3 clusters
  Score: Raw -13089.348721 + Penalty 1665.288293 = -11424.060427
  nChanged 4
		SP:Iteration 4Q (78049.130000 sec): 3 clusters
  Score: Raw -13126.997281 + Penalty 1665.288293 = -11461.708988
  nChanged 3
		SP:Iteration 5Q (78049.310000 sec): 3 clusters
  Score: Raw -13146.199202 + Penalty 1665.288293 = -11480.910909
  nChanged 2
		SP:Iteration 6Q (78049.470000 sec): 3 clusters
  Score: Raw -13149.777578 + Penalty 1665.288293 = -11484.489284
  nChanged 0
		SP:Iteration 7F (78049.620000 sec): 3 clusters
  Score: Raw -13149.777578 + Penalty 1665.288293 = -11484.489284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78049.730000 sec): 2 clusters
  Score: Raw -843286.393583 + Penalty 1455.302250 = -841831.091333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78049.950000 sec): 3 clusters
  Score: Raw -838994.142600 + Penalty 2910.604500 = -836083.538100
  nChanged 3326
		SP:Iteration 1F (78050.130000 sec): 3 clusters
  Score: Raw -840768.724331 + Penalty 2910.604500 = -837858.119831
  nChanged 515
		SP:Iteration 2F (78050.300000 sec): 3 clusters
  Score: Raw -841129.780030 + Penalty 2910.604500 = -838219.175530
  nChanged 581
		SP:Iteration 3F (78050.490000 sec): 3 clusters
  Score: Raw -841699.215778 + Penalty 2910.604500 = -838788.611279
  nChanged 690
		SP:Iteration 4F (78050.630000 sec): 3 clusters
  Score: Raw -842358.104450 + Penalty 2910.604500 = -839447.499950
  nChanged 637
		SP:Iteration 5F (78050.840000 sec): 3 clusters
  Score: Raw -842907.681172 + Penalty 2910.604500 = -839997.076672
  nChanged 469
		SP:Iteration 6F (78051.030000 sec): 3 clusters
  Score: Raw -843276.920095 + Penalty 2910.604500 = -840366.315595
  nChanged 365
		SP:Iteration 7Q (78051.240000 sec): 3 clusters
  Score: Raw -843540.628652 + Penalty 2910.604500 = -840630.024152
  nChanged 271
		SP:Iteration 8Q (78051.470000 sec): 3 clusters
  Score: Raw -843706.912423 + Penalty 2910.604500 = -840796.307923
  nChanged 197
		SP:Iteration 9Q (78051.630000 sec): 3 clusters
  Score: Raw -843820.785995 + Penalty 2910.604500 = -840910.181495
  nChanged 154
		SP:Iteration 10Q (78051.810000 sec): 3 clusters
  Score: Raw -843890.991948 + Penalty 2910.604500 = -840980.387448
  nChanged 110
		SP:Iteration 11Q (78052.030000 sec): 3 clusters
  Score: Raw -843930.761747 + Penalty 2910.604500 = -841020.157247
  nChanged 78
		SP:Iteration 12Q (78052.220000 sec): 3 clusters
  Score: Raw -843955.773511 + Penalty 2910.604500 = -841045.169011
  nChanged 59
		SP:Iteration 13Q (78052.380000 sec): 3 clusters
  Score: Raw -843974.740091 + Penalty 2910.604500 = -841064.135591
  nChanged 43
		SP:Iteration 14Q (78052.570000 sec): 3 clusters
  Score: Raw -843984.199334 + Penalty 2910.604500 = -841073.594835
  nChanged 25
		SP:Iteration 15Q (78052.790000 sec): 3 clusters
  Score: Raw -843990.845339 + Penalty 2910.604500 = -841080.240839
  nChanged 29
		SP:Iteration 16Q (78053.000000 sec): 3 clusters
  Score: Raw -843998.514673 + Penalty 2910.604500 = -841087.910173
  nChanged 18
		SP:Iteration 17Q (78053.260000 sec): 3 clusters
  Score: Raw -844003.863254 + Penalty 2910.604500 = -841093.258754
  nChanged 23
		SP:Iteration 18Q (78053.470000 sec): 3 clusters
  Score: Raw -844009.777370 + Penalty 2910.604500 = -841099.172870
  nChanged 20
		SP:Iteration 19Q (78053.680000 sec): 3 clusters
  Score: Raw -844014.459870 + Penalty 2910.604500 = -841103.855370
  nChanged 20
		SP:Iteration 20F (78053.860000 sec): 3 clusters
  Score: Raw -844017.981114 + Penalty 2910.604500 = -841107.376614
  nChanged 14
		SP:Iteration 21Q (78054.080000 sec): 3 clusters
  Score: Raw -844020.580365 + Penalty 2910.604500 = -841109.975865
  nChanged 6
		SP:Iteration 22Q (78054.320000 sec): 3 clusters
  Score: Raw -844021.908319 + Penalty 2910.604500 = -841111.303819
  nChanged 5
		SP:Iteration 23Q (78054.490000 sec): 3 clusters
  Score: Raw -844022.464334 + Penalty 2910.604500 = -841111.859834
  nChanged 2
		SP:Iteration 24Q (78054.700000 sec): 3 clusters
  Score: Raw -844022.757085 + Penalty 2910.604500 = -841112.152585
  nChanged 2
		SP:Iteration 25Q (78054.900000 sec): 3 clusters
  Score: Raw -844023.042900 + Penalty 2910.604500 = -841112.438400
  nChanged 3
		SP:Iteration 26Q (78055.100000 sec): 3 clusters
  Score: Raw -844023.463274 + Penalty 2910.604500 = -841112.858775
  nChanged 3
		SP:Iteration 27Q (78055.300000 sec): 3 clusters
  Score: Raw -844023.866595 + Penalty 2910.604500 = -841113.262095
  nChanged 4
		SP:Iteration 28Q (78055.490000 sec): 3 clusters
  Score: Raw -844024.431244 + Penalty 2910.604500 = -841113.826744
  nChanged 5
		SP:Iteration 29Q (78055.670000 sec): 3 clusters
  Score: Raw -844025.218498 + Penalty 2910.604500 = -841114.613998
  nChanged 7
		SP:Iteration 30Q (78055.880000 sec): 3 clusters
  Score: Raw -844026.150801 + Penalty 2910.604500 = -841115.546301
  nChanged 6
		SP:Iteration 31Q (78056.070000 sec): 3 clusters
  Score: Raw -844026.861629 + Penalty 2910.604500 = -841116.257129
  nChanged 5
		SP:Iteration 32Q (78056.230000 sec): 3 clusters
  Score: Raw -844027.414745 + Penalty 2910.604500 = -841116.810245
  nChanged 4
		SP:Iteration 33Q (78056.420000 sec): 3 clusters
  Score: Raw -844027.887888 + Penalty 2910.604500 = -841117.283389
  nChanged 6
		SP:Iteration 34Q (78056.630000 sec): 3 clusters
  Score: Raw -844028.995329 + Penalty 2910.604500 = -841118.390829
  nChanged 8
		SP:Iteration 35Q (78056.820000 sec): 3 clusters
  Score: Raw -844030.466876 + Penalty 2910.604500 = -841119.862376
  nChanged 8
		SP:Iteration 36Q (78057.050000 sec): 3 clusters
  Score: Raw -844031.979070 + Penalty 2910.604500 = -841121.374570
  nChanged 7
		SP:Iteration 37Q (78057.270000 sec): 3 clusters
  Score: Raw -844033.170012 + Penalty 2910.604500 = -841122.565512
  nChanged 7
		SP:Iteration 38Q (78057.450000 sec): 3 clusters
  Score: Raw -844034.155811 + Penalty 2910.604500 = -841123.551311
  nChanged 5
		SP:Iteration 39Q (78057.670000 sec): 3 clusters
  Score: Raw -844034.961557 + Penalty 2910.604500 = -841124.357057
  nChanged 1
		SP:Iteration 40F (78057.890000 sec): 3 clusters
  Score: Raw -844035.087692 + Penalty 2910.604500 = -841124.483192
  nChanged 1
		SP:Iteration 41Q (78058.080000 sec): 3 clusters
  Score: Raw -844035.338517 + Penalty 2910.604500 = -841124.734017
  nChanged 1
		SP:Iteration 42Q (78058.310000 sec): 3 clusters
  Score: Raw -844035.420720 + Penalty 2910.604500 = -841124.816220
  nChanged 1
		SP:Iteration 43Q (78058.470000 sec): 3 clusters
  Score: Raw -844035.581424 + Penalty 2910.604500 = -841124.976925
  nChanged 1
		SP:Iteration 44Q (78058.680000 sec): 3 clusters
  Score: Raw -844035.694650 + Penalty 2910.604500 = -841125.090150
  nChanged 0
		SP:Iteration 45F (78058.870000 sec): 3 clusters
  Score: Raw -844035.694650 + Penalty 2910.604500 = -841125.090150
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78058.970000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78059.150000 sec): 3 clusters
  Score: Raw -22235.483475 + Penalty 1758.784967 = -20476.698508
  nChanged 39
		SP:Iteration 1F (78059.330000 sec): 3 clusters
  Score: Raw -22358.577335 + Penalty 1758.784967 = -20599.792368
  nChanged 16
		SP:Iteration 2F (78059.490000 sec): 3 clusters
  Score: Raw -22425.899531 + Penalty 1758.784967 = -20667.114564
  nChanged 9
		SP:Iteration 3Q (78059.660000 sec): 3 clusters
  Score: Raw -22484.326144 + Penalty 1758.784967 = -20725.541177
  nChanged 5
		SP:Iteration 4Q (78059.830000 sec): 3 clusters
  Score: Raw -22519.507670 + Penalty 1758.784967 = -20760.722703
  nChanged 3
		SP:Iteration 5Q (78059.990000 sec): 3 clusters
  Score: Raw -22533.740118 + Penalty 1758.784967 = -20774.955152
  nChanged 1
		SP:Iteration 6Q (78060.150000 sec): 3 clusters
  Score: Raw -22553.032825 + Penalty 1758.784967 = -20794.247858
  nChanged 0
		SP:Iteration 7F (78060.310000 sec): 3 clusters
  Score: Raw -22553.849003 + Penalty 1758.784967 = -20795.064036
  nChanged 1
		SP:Iteration 8Q (78060.510000 sec): 3 clusters
  Score: Raw -22599.875987 + Penalty 1758.784967 = -20841.091020
  nChanged 2
		SP:Iteration 9Q (78060.700000 sec): 3 clusters
  Score: Raw -22608.503206 + Penalty 1758.784967 = -20849.718239
  nChanged 1
		SP:Iteration 10Q (78060.890000 sec): 3 clusters
  Score: Raw -22613.309846 + Penalty 1758.784967 = -20854.524880
  nChanged 1
		SP:Iteration 11Q (78061.050000 sec): 3 clusters
  Score: Raw -22619.883766 + Penalty 1758.784967 = -20861.098799
  nChanged 1
		SP:Iteration 12Q (78061.190000 sec): 3 clusters
  Score: Raw -22623.313196 + Penalty 1758.784967 = -20864.528229
  nChanged 0
		SP:Iteration 13F (78061.330000 sec): 3 clusters
  Score: Raw -22623.313196 + Penalty 1758.784967 = -20864.528229
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78061.750000 sec): 2 clusters
  Score: Raw -4911726.032418 + Penalty 1740.016833 = -4909986.015586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78062.230000 sec): 3 clusters
  Score: Raw -4883673.460517 + Penalty 3480.033665 = -4880193.426852
  nChanged 20927
		SP:Iteration 1F (78062.680000 sec): 3 clusters
  Score: Raw -4895584.239859 + Penalty 3480.033665 = -4892104.206194
  nChanged 2161
		SP:Iteration 2Q (78063.110000 sec): 3 clusters
  Score: Raw -4896487.629583 + Penalty 3480.033665 = -4893007.595918
  nChanged 2494
		SP:Iteration 3F (78063.500000 sec): 3 clusters
  Score: Raw -4897795.173183 + Penalty 3480.033665 = -4894315.139518
  nChanged 2884
		SP:Iteration 4F (78063.950000 sec): 3 clusters
  Score: Raw -4899721.771351 + Penalty 3480.033665 = -4896241.737686
  nChanged 3371
		SP:Iteration 5F (78064.310000 sec): 3 clusters
  Score: Raw -4902338.513814 + Penalty 3480.033665 = -4898858.480149
  nChanged 3341
		SP:Iteration 6F (78064.700000 sec): 3 clusters
  Score: Raw -4905169.193059 + Penalty 3480.033665 = -4901689.159394
  nChanged 2853
		SP:Iteration 7F (78065.120000 sec): 3 clusters
  Score: Raw -4907627.352891 + Penalty 3480.033665 = -4904147.319226
  nChanged 2072
		SP:Iteration 8Q (78065.600000 sec): 3 clusters
  Score: Raw -4909464.527023 + Penalty 3480.033665 = -4905984.493358
  nChanged 1320
		SP:Iteration 9Q (78066.040000 sec): 3 clusters
  Score: Raw -4910676.306068 + Penalty 3480.033665 = -4907196.272403
  nChanged 712
		SP:Iteration 10Q (78066.420000 sec): 3 clusters
  Score: Raw -4911363.660720 + Penalty 3480.033665 = -4907883.627055
  nChanged 348
		SP:Iteration 11Q (78066.820000 sec): 3 clusters
  Score: Raw -4911705.324295 + Penalty 3480.033665 = -4908225.290630
  nChanged 211
		SP:Iteration 12Q (78067.220000 sec): 3 clusters
  Score: Raw -4911891.212580 + Penalty 3480.033665 = -4908411.178915
  nChanged 136
		SP:Iteration 13Q (78067.650000 sec): 3 clusters
  Score: Raw -4911989.763198 + Penalty 3480.033665 = -4908509.729533
  nChanged 98
		SP:Iteration 14Q (78068.040000 sec): 3 clusters
  Score: Raw -4912068.143334 + Penalty 3480.033665 = -4908588.109669
  nChanged 68
		SP:Iteration 15Q (78068.440000 sec): 3 clusters
  Score: Raw -4912117.343197 + Penalty 3480.033665 = -4908637.309532
  nChanged 52
		SP:Iteration 16Q (78068.840000 sec): 3 clusters
  Score: Raw -4912150.501364 + Penalty 3480.033665 = -4908670.467699
  nChanged 37
		SP:Iteration 17Q (78069.240000 sec): 3 clusters
  Score: Raw -4912168.068736 + Penalty 3480.033665 = -4908688.035071
  nChanged 22
		SP:Iteration 18Q (78069.670000 sec): 3 clusters
  Score: Raw -4912180.873639 + Penalty 3480.033665 = -4908700.839974
  nChanged 20
		SP:Iteration 19Q (78070.060000 sec): 3 clusters
  Score: Raw -4912191.780534 + Penalty 3480.033665 = -4908711.746869
  nChanged 17
		SP:Iteration 20F (78070.480000 sec): 3 clusters
  Score: Raw -4912200.564255 + Penalty 3480.033665 = -4908720.530590
  nChanged 15
		SP:Iteration 21Q (78070.890000 sec): 3 clusters
  Score: Raw -4912207.612859 + Penalty 3480.033665 = -4908727.579194
  nChanged 13
		SP:Iteration 22Q (78071.300000 sec): 3 clusters
  Score: Raw -4912214.286670 + Penalty 3480.033665 = -4908734.253005
  nChanged 11
		SP:Iteration 23Q (78071.740000 sec): 3 clusters
  Score: Raw -4912217.631125 + Penalty 3480.033665 = -4908737.597459
  nChanged 1
		SP:Iteration 24Q (78072.140000 sec): 3 clusters
  Score: Raw -4912218.183399 + Penalty 3480.033665 = -4908738.149734
  nChanged 1
		SP:Iteration 25Q (78072.510000 sec): 3 clusters
  Score: Raw -4912218.352493 + Penalty 3480.033665 = -4908738.318828
  nChanged 0
		SP:Iteration 26F (78072.930000 sec): 3 clusters
  Score: Raw -4912218.352493 + Penalty 3480.033665 = -4908738.318828
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78073.060000 sec): 2 clusters
  Score: Raw -814922.287640 + Penalty 1447.222849 = -813475.064790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78073.260000 sec): 3 clusters
  Score: Raw -810849.705063 + Penalty 2894.445699 = -807955.259365
  nChanged 3170
		SP:Iteration 1F (78073.430000 sec): 3 clusters
  Score: Raw -812608.578246 + Penalty 2894.445699 = -809714.132548
  nChanged 531
		SP:Iteration 2F (78073.620000 sec): 3 clusters
  Score: Raw -812883.634413 + Penalty 2894.445699 = -809989.188714
  nChanged 435
		SP:Iteration 3F (78073.840000 sec): 3 clusters
  Score: Raw -813132.609198 + Penalty 2894.445699 = -810238.163500
  nChanged 410
		SP:Iteration 4F (78074.050000 sec): 3 clusters
  Score: Raw -813378.843638 + Penalty 2894.445699 = -810484.397939
  nChanged 396
		SP:Iteration 5F (78074.230000 sec): 3 clusters
  Score: Raw -813633.603563 + Penalty 2894.445699 = -810739.157864
  nChanged 387
		SP:Iteration 6F (78074.480000 sec): 3 clusters
  Score: Raw -813878.161503 + Penalty 2894.445699 = -810983.715805
  nChanged 377
		SP:Iteration 7F (78074.670000 sec): 3 clusters
  Score: Raw -814099.502732 + Penalty 2894.445699 = -811205.057033
  nChanged 320
		SP:Iteration 8Q (78074.860000 sec): 3 clusters
  Score: Raw -814297.598070 + Penalty 2894.445699 = -811403.152371
  nChanged 307
		SP:Iteration 9Q (78075.040000 sec): 3 clusters
  Score: Raw -814470.249080 + Penalty 2894.445699 = -811575.803381
  nChanged 252
		SP:Iteration 10Q (78075.210000 sec): 3 clusters
  Score: Raw -814590.539199 + Penalty 2894.445699 = -811696.093501
  nChanged 193
		SP:Iteration 11Q (78075.410000 sec): 3 clusters
  Score: Raw -814674.644458 + Penalty 2894.445699 = -811780.198760
  nChanged 155
		SP:Iteration 12Q (78075.630000 sec): 3 clusters
  Score: Raw -814738.930026 + Penalty 2894.445699 = -811844.484327
  nChanged 119
		SP:Iteration 13Q (78075.790000 sec): 3 clusters
  Score: Raw -814788.384004 + Penalty 2894.445699 = -811893.938306
  nChanged 114
		SP:Iteration 14Q (78075.990000 sec): 3 clusters
  Score: Raw -814833.707528 + Penalty 2894.445699 = -811939.261829
  nChanged 86
		SP:Iteration 15Q (78076.210000 sec): 3 clusters
  Score: Raw -814879.931517 + Penalty 2894.445699 = -811985.485818
  nChanged 101
		SP:Iteration 16Q (78076.420000 sec): 3 clusters
  Score: Raw -814933.866385 + Penalty 2894.445699 = -812039.420686
  nChanged 94
		SP:Iteration 17Q (78076.620000 sec): 3 clusters
  Score: Raw -814995.588882 + Penalty 2894.445699 = -812101.143183
  nChanged 94
		SP:Iteration 18Q (78076.800000 sec): 3 clusters
  Score: Raw -815050.204693 + Penalty 2894.445699 = -812155.758994
  nChanged 79
		SP:Iteration 19Q (78077.030000 sec): 3 clusters
  Score: Raw -815086.780807 + Penalty 2894.445699 = -812192.335108
  nChanged 70
		SP:Iteration 20F (78077.250000 sec): 3 clusters
  Score: Raw -815128.271408 + Penalty 2894.445699 = -812233.825709
  nChanged 75
		SP:Iteration 21Q (78077.450000 sec): 3 clusters
  Score: Raw -815183.842220 + Penalty 2894.445699 = -812289.396522
  nChanged 69
		SP:Iteration 22Q (78077.600000 sec): 3 clusters
  Score: Raw -815224.645084 + Penalty 2894.445699 = -812330.199386
  nChanged 65
		SP:Iteration 23Q (78077.800000 sec): 3 clusters
  Score: Raw -815260.040907 + Penalty 2894.445699 = -812365.595208
  nChanged 56
		SP:Iteration 24Q (78077.960000 sec): 3 clusters
  Score: Raw -815295.228499 + Penalty 2894.445699 = -812400.782800
  nChanged 57
		SP:Iteration 25Q (78078.110000 sec): 3 clusters
  Score: Raw -815320.509541 + Penalty 2894.445699 = -812426.063842
  nChanged 44
		SP:Iteration 26Q (78078.250000 sec): 3 clusters
  Score: Raw -815339.827631 + Penalty 2894.445699 = -812445.381932
  nChanged 32
		SP:Iteration 27Q (78078.400000 sec): 3 clusters
  Score: Raw -815359.320518 + Penalty 2894.445699 = -812464.874819
  nChanged 44
		SP:Iteration 28Q (78078.600000 sec): 3 clusters
  Score: Raw -815380.858377 + Penalty 2894.445699 = -812486.412678
  nChanged 38
		SP:Iteration 29Q (78078.730000 sec): 3 clusters
  Score: Raw -815393.653101 + Penalty 2894.445699 = -812499.207403
  nChanged 32
		SP:Iteration 30Q (78078.900000 sec): 3 clusters
  Score: Raw -815402.917627 + Penalty 2894.445699 = -812508.471928
  nChanged 29
		SP:Iteration 31Q (78079.090000 sec): 3 clusters
  Score: Raw -815410.685208 + Penalty 2894.445699 = -812516.239509
  nChanged 24
		SP:Iteration 32Q (78079.210000 sec): 3 clusters
  Score: Raw -815415.350439 + Penalty 2894.445699 = -812520.904741
  nChanged 12
		SP:Iteration 33Q (78079.420000 sec): 3 clusters
  Score: Raw -815417.899912 + Penalty 2894.445699 = -812523.454213
  nChanged 10
		SP:Iteration 34Q (78079.660000 sec): 3 clusters
  Score: Raw -815419.777922 + Penalty 2894.445699 = -812525.332224
  nChanged 8
		SP:Iteration 35Q (78079.820000 sec): 3 clusters
  Score: Raw -815421.572624 + Penalty 2894.445699 = -812527.126925
  nChanged 3
		SP:Iteration 36Q (78080.040000 sec): 3 clusters
  Score: Raw -815422.054561 + Penalty 2894.445699 = -812527.608863
  nChanged 0
		SP:Iteration 37F (78080.240000 sec): 3 clusters
  Score: Raw -815422.054561 + Penalty 2894.445699 = -812527.608863
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78080.370000 sec): 2 clusters
  Score: Raw -919572.615425 + Penalty 1462.618598 = -918109.996827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78080.660000 sec): 3 clusters
  Score: Raw -915050.538927 + Penalty 2925.237196 = -912125.301730
  nChanged 3500
		SP:Iteration 1F (78080.820000 sec): 3 clusters
  Score: Raw -916875.533022 + Penalty 2925.237196 = -913950.295826
  nChanged 514
		SP:Iteration 2F (78081.050000 sec): 3 clusters
  Score: Raw -917094.493840 + Penalty 2925.237196 = -914169.256644
  nChanged 416
		SP:Iteration 3F (78081.220000 sec): 3 clusters
  Score: Raw -917263.188072 + Penalty 2925.237196 = -914337.950876
  nChanged 329
		SP:Iteration 4Q (78081.420000 sec): 3 clusters
  Score: Raw -917374.604363 + Penalty 2925.237196 = -914449.367167
  nChanged 264
		SP:Iteration 5Q (78081.650000 sec): 3 clusters
  Score: Raw -917461.365406 + Penalty 2925.237196 = -914536.128210
  nChanged 214
		SP:Iteration 6Q (78081.850000 sec): 3 clusters
  Score: Raw -917521.441359 + Penalty 2925.237196 = -914596.204163
  nChanged 176
		SP:Iteration 7Q (78082.030000 sec): 3 clusters
  Score: Raw -917577.492219 + Penalty 2925.237196 = -914652.255023
  nChanged 179
		SP:Iteration 8Q (78082.260000 sec): 3 clusters
  Score: Raw -917636.749899 + Penalty 2925.237196 = -914711.512703
  nChanged 188
		SP:Iteration 9Q (78082.530000 sec): 3 clusters
  Score: Raw -917689.970589 + Penalty 2925.237196 = -914764.733393
  nChanged 157
		SP:Iteration 10Q (78082.780000 sec): 3 clusters
  Score: Raw -917734.774855 + Penalty 2925.237196 = -914809.537658
  nChanged 172
		SP:Iteration 11Q (78083.020000 sec): 3 clusters
  Score: Raw -917788.149622 + Penalty 2925.237196 = -914862.912426
  nChanged 188
		SP:Iteration 12Q (78083.210000 sec): 3 clusters
  Score: Raw -917853.518927 + Penalty 2925.237196 = -914928.281731
  nChanged 212
		SP:Iteration 13Q (78083.410000 sec): 3 clusters
  Score: Raw -917928.447931 + Penalty 2925.237196 = -915003.210735
  nChanged 223
		SP:Iteration 14Q (78083.650000 sec): 3 clusters
  Score: Raw -918016.908139 + Penalty 2925.237196 = -915091.670942
  nChanged 240
		SP:Iteration 15Q (78083.850000 sec): 3 clusters
  Score: Raw -918124.017122 + Penalty 2925.237196 = -915198.779926
  nChanged 274
		SP:Iteration 16Q (78084.060000 sec): 3 clusters
  Score: Raw -918269.854111 + Penalty 2925.237196 = -915344.616914
  nChanged 318
		SP:Iteration 17Q (78084.290000 sec): 3 clusters
  Score: Raw -918465.065521 + Penalty 2925.237196 = -915539.828325
  nChanged 316
		SP:Iteration 18Q (78084.490000 sec): 3 clusters
  Score: Raw -918677.489753 + Penalty 2925.237196 = -915752.252556
  nChanged 323
		SP:Iteration 19Q (78084.660000 sec): 3 clusters
  Score: Raw -918902.805315 + Penalty 2925.237196 = -915977.568119
  nChanged 269
		SP:Iteration 20F (78084.890000 sec): 3 clusters
  Score: Raw -919101.907765 + Penalty 2925.237196 = -916176.670569
  nChanged 209
		SP:Iteration 21Q (78085.100000 sec): 3 clusters
  Score: Raw -919260.704789 + Penalty 2925.237196 = -916335.467593
  nChanged 145
		SP:Iteration 22Q (78085.310000 sec): 3 clusters
  Score: Raw -919375.536786 + Penalty 2925.237196 = -916450.299590
  nChanged 121
		SP:Iteration 23Q (78085.530000 sec): 3 clusters
  Score: Raw -919459.914052 + Penalty 2925.237196 = -916534.676856
  nChanged 76
		SP:Iteration 24Q (78085.750000 sec): 3 clusters
  Score: Raw -919518.214399 + Penalty 2925.237196 = -916592.977203
  nChanged 65
		SP:Iteration 25Q (78085.950000 sec): 3 clusters
  Score: Raw -919573.999069 + Penalty 2925.237196 = -916648.761873
  nChanged 41
		SP:Iteration 26Q (78086.170000 sec): 3 clusters
  Score: Raw -919610.117105 + Penalty 2925.237196 = -916684.879908
  nChanged 30
		SP:Iteration 27Q (78086.360000 sec): 3 clusters
  Score: Raw -919635.422059 + Penalty 2925.237196 = -916710.184863
  nChanged 28
		SP:Iteration 28Q (78086.580000 sec): 3 clusters
  Score: Raw -919660.832592 + Penalty 2925.237196 = -916735.595395
  nChanged 17
		SP:Iteration 29Q (78086.800000 sec): 3 clusters
  Score: Raw -919677.356674 + Penalty 2925.237196 = -916752.119478
  nChanged 15
		SP:Iteration 30Q (78087.010000 sec): 3 clusters
  Score: Raw -919700.666860 + Penalty 2925.237196 = -916775.429664
  nChanged 15
		SP:Iteration 31Q (78087.240000 sec): 3 clusters
  Score: Raw -919713.849066 + Penalty 2925.237196 = -916788.611870
  nChanged 15
		SP:Iteration 32Q (78087.410000 sec): 3 clusters
  Score: Raw -919730.152151 + Penalty 2925.237196 = -916804.914954
  nChanged 10
		SP:Iteration 33Q (78087.600000 sec): 3 clusters
  Score: Raw -919739.059831 + Penalty 2925.237196 = -916813.822634
  nChanged 11
		SP:Iteration 34Q (78087.790000 sec): 3 clusters
  Score: Raw -919748.370227 + Penalty 2925.237196 = -916823.133031
  nChanged 7
		SP:Iteration 35Q (78087.990000 sec): 3 clusters
  Score: Raw -919754.906925 + Penalty 2925.237196 = -916829.669728
  nChanged 4
		SP:Iteration 36Q (78088.160000 sec): 3 clusters
  Score: Raw -919758.549266 + Penalty 2925.237196 = -916833.312069
  nChanged 4
		SP:Iteration 37Q (78088.370000 sec): 3 clusters
  Score: Raw -919765.291852 + Penalty 2925.237196 = -916840.054655
  nChanged 6
		SP:Iteration 38Q (78088.560000 sec): 3 clusters
  Score: Raw -919772.619540 + Penalty 2925.237196 = -916847.382344
  nChanged 3
		SP:Iteration 39Q (78088.760000 sec): 3 clusters
  Score: Raw -919775.774491 + Penalty 2925.237196 = -916850.537295
  nChanged 3
		SP:Iteration 40F (78088.990000 sec): 3 clusters
  Score: Raw -919779.514327 + Penalty 2925.237196 = -916854.277130
  nChanged 1
		SP:Iteration 41Q (78089.150000 sec): 3 clusters
  Score: Raw -919781.591990 + Penalty 2925.237196 = -916856.354794
  nChanged 2
		SP:Iteration 42Q (78089.390000 sec): 3 clusters
  Score: Raw -919784.031143 + Penalty 2925.237196 = -916858.793947
  nChanged 2
		SP:Iteration 43Q (78089.590000 sec): 3 clusters
  Score: Raw -919786.724166 + Penalty 2925.237196 = -916861.486970
  nChanged 4
		SP:Iteration 44Q (78089.770000 sec): 3 clusters
  Score: Raw -919793.177065 + Penalty 2925.237196 = -916867.939869
  nChanged 2
		SP:Iteration 45Q (78090.010000 sec): 3 clusters
  Score: Raw -919795.245305 + Penalty 2925.237196 = -916870.008109
  nChanged 0
		SP:Iteration 46F (78090.180000 sec): 3 clusters
  Score: Raw -919795.245305 + Penalty 2925.237196 = -916870.008109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78090.280000 sec): 2 clusters
  Score: Raw -1058906.164307 + Penalty 1488.481935 = -1057417.682372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78090.480000 sec): 3 clusters
  Score: Raw -1053536.841548 + Penalty 2976.963869 = -1050559.877678
  nChanged 4113
		SP:Iteration 1F (78090.700000 sec): 3 clusters
  Score: Raw -1055784.140578 + Penalty 2976.963869 = -1052807.176709
  nChanged 573
		SP:Iteration 2F (78090.950000 sec): 3 clusters
  Score: Raw -1056055.386662 + Penalty 2976.963869 = -1053078.422792
  nChanged 522
		SP:Iteration 3F (78091.120000 sec): 3 clusters
  Score: Raw -1056318.928494 + Penalty 2976.963869 = -1053341.964625
  nChanged 480
		SP:Iteration 4F (78091.350000 sec): 3 clusters
  Score: Raw -1056568.694193 + Penalty 2976.963869 = -1053591.730324
  nChanged 464
		SP:Iteration 5Q (78091.560000 sec): 3 clusters
  Score: Raw -1056821.686261 + Penalty 2976.963869 = -1053844.722392
  nChanged 463
		SP:Iteration 6Q (78091.800000 sec): 3 clusters
  Score: Raw -1057100.298889 + Penalty 2976.963869 = -1054123.335020
  nChanged 463
		SP:Iteration 7Q (78092.060000 sec): 3 clusters
  Score: Raw -1057400.497092 + Penalty 2976.963869 = -1054423.533223
  nChanged 426
		SP:Iteration 8Q (78092.300000 sec): 3 clusters
  Score: Raw -1057686.123999 + Penalty 2976.963869 = -1054709.160130
  nChanged 388
		SP:Iteration 9Q (78092.520000 sec): 3 clusters
  Score: Raw -1057963.435776 + Penalty 2976.963869 = -1054986.471907
  nChanged 327
		SP:Iteration 10Q (78092.750000 sec): 3 clusters
  Score: Raw -1058200.097822 + Penalty 2976.963869 = -1055223.133953
  nChanged 252
		SP:Iteration 11Q (78092.950000 sec): 3 clusters
  Score: Raw -1058394.677161 + Penalty 2976.963869 = -1055417.713292
  nChanged 225
		SP:Iteration 12Q (78093.200000 sec): 3 clusters
  Score: Raw -1058571.843506 + Penalty 2976.963869 = -1055594.879637
  nChanged 187
		SP:Iteration 13Q (78093.420000 sec): 3 clusters
  Score: Raw -1058721.852966 + Penalty 2976.963869 = -1055744.889097
  nChanged 149
		SP:Iteration 14Q (78093.660000 sec): 3 clusters
  Score: Raw -1058833.920650 + Penalty 2976.963869 = -1055856.956781
  nChanged 112
		SP:Iteration 15Q (78093.870000 sec): 3 clusters
  Score: Raw -1058921.575234 + Penalty 2976.963869 = -1055944.611365
  nChanged 97
		SP:Iteration 16Q (78094.080000 sec): 3 clusters
  Score: Raw -1059006.146011 + Penalty 2976.963869 = -1056029.182142
  nChanged 63
		SP:Iteration 17Q (78094.320000 sec): 3 clusters
  Score: Raw -1059057.742233 + Penalty 2976.963869 = -1056080.778364
  nChanged 54
		SP:Iteration 18Q (78094.540000 sec): 3 clusters
  Score: Raw -1059089.298167 + Penalty 2976.963869 = -1056112.334298
  nChanged 44
		SP:Iteration 19Q (78094.790000 sec): 3 clusters
  Score: Raw -1059118.580287 + Penalty 2976.963869 = -1056141.616418
  nChanged 35
		SP:Iteration 20F (78094.940000 sec): 3 clusters
  Score: Raw -1059143.124254 + Penalty 2976.963869 = -1056166.160384
  nChanged 25
		SP:Iteration 21Q (78095.180000 sec): 3 clusters
  Score: Raw -1059160.210415 + Penalty 2976.963869 = -1056183.246546
  nChanged 30
		SP:Iteration 22Q (78095.440000 sec): 3 clusters
  Score: Raw -1059174.475903 + Penalty 2976.963869 = -1056197.512033
  nChanged 29
		SP:Iteration 23Q (78095.650000 sec): 3 clusters
  Score: Raw -1059194.469551 + Penalty 2976.963869 = -1056217.505681
  nChanged 31
		SP:Iteration 24Q (78095.850000 sec): 3 clusters
  Score: Raw -1059211.037903 + Penalty 2976.963869 = -1056234.074034
  nChanged 15
		SP:Iteration 25Q (78096.060000 sec): 3 clusters
  Score: Raw -1059219.760180 + Penalty 2976.963869 = -1056242.796310
  nChanged 15
		SP:Iteration 26Q (78096.270000 sec): 3 clusters
  Score: Raw -1059230.497842 + Penalty 2976.963869 = -1056253.533973
  nChanged 14
		SP:Iteration 27Q (78096.540000 sec): 3 clusters
  Score: Raw -1059239.085101 + Penalty 2976.963869 = -1056262.121232
  nChanged 7
		SP:Iteration 28Q (78096.750000 sec): 3 clusters
  Score: Raw -1059243.447357 + Penalty 2976.963869 = -1056266.483487
  nChanged 4
		SP:Iteration 29Q (78096.900000 sec): 3 clusters
  Score: Raw -1059244.792443 + Penalty 2976.963869 = -1056267.828574
  nChanged 1
		SP:Iteration 30Q (78097.110000 sec): 3 clusters
  Score: Raw -1059245.246263 + Penalty 2976.963869 = -1056268.282394
  nChanged 2
		SP:Iteration 31Q (78097.300000 sec): 3 clusters
  Score: Raw -1059246.158488 + Penalty 2976.963869 = -1056269.194619
  nChanged 7
		SP:Iteration 32Q (78097.500000 sec): 3 clusters
  Score: Raw -1059250.003722 + Penalty 2976.963869 = -1056273.039853
  nChanged 5
		SP:Iteration 33Q (78097.740000 sec): 3 clusters
  Score: Raw -1059252.619747 + Penalty 2976.963869 = -1056275.655877
  nChanged 6
		SP:Iteration 34Q (78097.930000 sec): 3 clusters
  Score: Raw -1059254.999806 + Penalty 2976.963869 = -1056278.035936
  nChanged 7
		SP:Iteration 35Q (78098.110000 sec): 3 clusters
  Score: Raw -1059257.710658 + Penalty 2976.963869 = -1056280.746789
  nChanged 5
		SP:Iteration 36Q (78098.250000 sec): 3 clusters
  Score: Raw -1059260.180036 + Penalty 2976.963869 = -1056283.216167
  nChanged 2
		SP:Iteration 37Q (78098.520000 sec): 3 clusters
  Score: Raw -1059261.715530 + Penalty 2976.963869 = -1056284.751661
  nChanged 4
		SP:Iteration 38Q (78098.690000 sec): 3 clusters
  Score: Raw -1059264.054363 + Penalty 2976.963869 = -1056287.090494
  nChanged 4
		SP:Iteration 39Q (78098.850000 sec): 3 clusters
  Score: Raw -1059265.446535 + Penalty 2976.963869 = -1056288.482666
  nChanged 1
		SP:Iteration 40F (78099.000000 sec): 3 clusters
  Score: Raw -1059266.191941 + Penalty 2976.963869 = -1056289.228072
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78099.160000 sec): 2 clusters
  Score: Raw -1252260.950999 + Penalty 1515.096222 = -1250745.854777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78099.340000 sec): 3 clusters
  Score: Raw -1245902.271250 + Penalty 3030.192444 = -1242872.078806
  nChanged 4823
		SP:Iteration 1F (78099.550000 sec): 3 clusters
  Score: Raw -1248415.488649 + Penalty 3030.192444 = -1245385.296205
  nChanged 771
		SP:Iteration 2F (78099.760000 sec): 3 clusters
  Score: Raw -1248785.827247 + Penalty 3030.192444 = -1245755.634803
  nChanged 698
		SP:Iteration 3F (78099.940000 sec): 3 clusters
  Score: Raw -1249165.662322 + Penalty 3030.192444 = -1246135.469878
  nChanged 700
		SP:Iteration 4F (78100.160000 sec): 3 clusters
  Score: Raw -1249569.929460 + Penalty 3030.192444 = -1246539.737016
  nChanged 665
		SP:Iteration 5F (78100.370000 sec): 3 clusters
  Score: Raw -1250020.973612 + Penalty 3030.192444 = -1246990.781168
  nChanged 667
		SP:Iteration 6F (78100.570000 sec): 3 clusters
  Score: Raw -1250484.988460 + Penalty 3030.192444 = -1247454.796017
  nChanged 622
		SP:Iteration 7F (78100.740000 sec): 3 clusters
  Score: Raw -1250970.533083 + Penalty 3030.192444 = -1247940.340640
  nChanged 530
		SP:Iteration 8Q (78101.000000 sec): 3 clusters
  Score: Raw -1251445.822687 + Penalty 3030.192444 = -1248415.630244
  nChanged 424
		SP:Iteration 9Q (78101.270000 sec): 3 clusters
  Score: Raw -1251850.374722 + Penalty 3030.192444 = -1248820.182278
  nChanged 343
		SP:Iteration 10Q (78101.500000 sec): 3 clusters
  Score: Raw -1252184.192447 + Penalty 3030.192444 = -1249154.000004
  nChanged 260
		SP:Iteration 11Q (78101.730000 sec): 3 clusters
  Score: Raw -1252398.211007 + Penalty 3030.192444 = -1249368.018563
  nChanged 178
		SP:Iteration 12Q (78101.940000 sec): 3 clusters
  Score: Raw -1252499.670006 + Penalty 3030.192444 = -1249469.477563
  nChanged 131
		SP:Iteration 13Q (78102.160000 sec): 3 clusters
  Score: Raw -1252555.240303 + Penalty 3030.192444 = -1249525.047860
  nChanged 75
		SP:Iteration 14Q (78102.330000 sec): 3 clusters
  Score: Raw -1252580.016075 + Penalty 3030.192444 = -1249549.823632
  nChanged 62
		SP:Iteration 15Q (78102.510000 sec): 3 clusters
  Score: Raw -1252597.192631 + Penalty 3030.192444 = -1249567.000187
  nChanged 55
		SP:Iteration 16Q (78102.670000 sec): 3 clusters
  Score: Raw -1252610.359928 + Penalty 3030.192444 = -1249580.167485
  nChanged 41
		SP:Iteration 17Q (78102.920000 sec): 3 clusters
  Score: Raw -1252620.756645 + Penalty 3030.192444 = -1249590.564201
  nChanged 40
		SP:Iteration 18Q (78103.120000 sec): 3 clusters
  Score: Raw -1252629.512469 + Penalty 3030.192444 = -1249599.320025
  nChanged 39
		SP:Iteration 19Q (78103.340000 sec): 3 clusters
  Score: Raw -1252639.325884 + Penalty 3030.192444 = -1249609.133440
  nChanged 40
		SP:Iteration 20F (78103.560000 sec): 3 clusters
  Score: Raw -1252652.689613 + Penalty 3030.192444 = -1249622.497170
  nChanged 46
		SP:Iteration 21Q (78103.820000 sec): 3 clusters
  Score: Raw -1252666.587200 + Penalty 3030.192444 = -1249636.394756
  nChanged 51
		SP:Iteration 22Q (78104.020000 sec): 3 clusters
  Score: Raw -1252683.210846 + Penalty 3030.192444 = -1249653.018403
  nChanged 69
		SP:Iteration 23Q (78104.240000 sec): 3 clusters
  Score: Raw -1252709.853639 + Penalty 3030.192444 = -1249679.661195
  nChanged 73
		SP:Iteration 24Q (78104.500000 sec): 3 clusters
  Score: Raw -1252739.019539 + Penalty 3030.192444 = -1249708.827095
  nChanged 80
		SP:Iteration 25Q (78104.690000 sec): 3 clusters
  Score: Raw -1252770.026476 + Penalty 3030.192444 = -1249739.834033
  nChanged 79
		SP:Iteration 26Q (78104.910000 sec): 3 clusters
  Score: Raw -1252799.325746 + Penalty 3030.192444 = -1249769.133302
  nChanged 85
		SP:Iteration 27Q (78105.120000 sec): 3 clusters
  Score: Raw -1252828.171690 + Penalty 3030.192444 = -1249797.979246
  nChanged 76
		SP:Iteration 28Q (78105.340000 sec): 3 clusters
  Score: Raw -1252856.782336 + Penalty 3030.192444 = -1249826.589893
  nChanged 88
		SP:Iteration 29Q (78105.550000 sec): 3 clusters
  Score: Raw -1252889.306060 + Penalty 3030.192444 = -1249859.113617
  nChanged 83
		SP:Iteration 30Q (78105.740000 sec): 3 clusters
  Score: Raw -1252917.724092 + Penalty 3030.192444 = -1249887.531649
  nChanged 76
		SP:Iteration 31Q (78105.940000 sec): 3 clusters
  Score: Raw -1252941.433281 + Penalty 3030.192444 = -1249911.240837
  nChanged 77
		SP:Iteration 32Q (78106.160000 sec): 3 clusters
  Score: Raw -1252969.091679 + Penalty 3030.192444 = -1249938.899235
  nChanged 82
		SP:Iteration 33Q (78106.380000 sec): 3 clusters
  Score: Raw -1252997.259203 + Penalty 3030.192444 = -1249967.066759
  nChanged 82
		SP:Iteration 34Q (78106.600000 sec): 3 clusters
  Score: Raw -1253030.973392 + Penalty 3030.192444 = -1250000.780948
  nChanged 77
		SP:Iteration 35Q (78106.800000 sec): 3 clusters
  Score: Raw -1253056.125359 + Penalty 3030.192444 = -1250025.932915
  nChanged 70
		SP:Iteration 36Q (78107.020000 sec): 3 clusters
  Score: Raw -1253074.804760 + Penalty 3030.192444 = -1250044.612316
  nChanged 55
		SP:Iteration 37Q (78107.270000 sec): 3 clusters
  Score: Raw -1253090.050556 + Penalty 3030.192444 = -1250059.858113
  nChanged 43
		SP:Iteration 38Q (78107.480000 sec): 3 clusters
  Score: Raw -1253099.349586 + Penalty 3030.192444 = -1250069.157142
  nChanged 36
		SP:Iteration 39Q (78107.680000 sec): 3 clusters
  Score: Raw -1253105.782177 + Penalty 3030.192444 = -1250075.589734
  nChanged 29
		SP:Iteration 40F (78107.870000 sec): 3 clusters
  Score: Raw -1253112.800576 + Penalty 3030.192444 = -1250082.608132
  nChanged 30
		SP:Iteration 41Q (78108.080000 sec): 3 clusters
  Score: Raw -1253118.580013 + Penalty 3030.192444 = -1250088.387570
  nChanged 17
		SP:Iteration 42Q (78108.320000 sec): 3 clusters
  Score: Raw -1253120.684755 + Penalty 3030.192444 = -1250090.492312
  nChanged 17
		SP:Iteration 43Q (78108.530000 sec): 3 clusters
  Score: Raw -1253123.463385 + Penalty 3030.192444 = -1250093.270942
  nChanged 19
		SP:Iteration 44Q (78108.720000 sec): 3 clusters
  Score: Raw -1253126.457355 + Penalty 3030.192444 = -1250096.264911
  nChanged 17
		SP:Iteration 45Q (78108.930000 sec): 3 clusters
  Score: Raw -1253128.657747 + Penalty 3030.192444 = -1250098.465304
  nChanged 16
		SP:Iteration 46Q (78109.140000 sec): 3 clusters
  Score: Raw -1253131.942107 + Penalty 3030.192444 = -1250101.749664
  nChanged 22
		SP:Iteration 47Q (78109.340000 sec): 3 clusters
  Score: Raw -1253135.511969 + Penalty 3030.192444 = -1250105.319526
  nChanged 22
		SP:Iteration 48Q (78109.600000 sec): 3 clusters
  Score: Raw -1253139.146897 + Penalty 3030.192444 = -1250108.954453
  nChanged 21
		SP:Iteration 49Q (78109.830000 sec): 3 clusters
  Score: Raw -1253142.825133 + Penalty 3030.192444 = -1250112.632690
  nChanged 22
		SP:Iteration 50Q (78110.070000 sec): 3 clusters
  Score: Raw -1253146.852047 + Penalty 3030.192444 = -1250116.659604
  nChanged 19
		SP:Iteration 51Q (78110.250000 sec): 3 clusters
  Score: Raw -1253149.291856 + Penalty 3030.192444 = -1250119.099413
  nChanged 10
		SP:Iteration 52Q (78110.520000 sec): 3 clusters
  Score: Raw -1253150.443970 + Penalty 3030.192444 = -1250120.251526
  nChanged 7
		SP:Iteration 53Q (78110.730000 sec): 3 clusters
  Score: Raw -1253150.933304 + Penalty 3030.192444 = -1250120.740861
  nChanged 5
		SP:Iteration 54Q (78110.980000 sec): 3 clusters
  Score: Raw -1253151.664538 + Penalty 3030.192444 = -1250121.472095
  nChanged 7
		SP:Iteration 55Q (78111.220000 sec): 3 clusters
  Score: Raw -1253152.449622 + Penalty 3030.192444 = -1250122.257179
  nChanged 5
		SP:Iteration 56Q (78111.450000 sec): 3 clusters
  Score: Raw -1253153.164788 + Penalty 3030.192444 = -1250122.972344
  nChanged 9
		SP:Iteration 57Q (78111.640000 sec): 3 clusters
  Score: Raw -1253154.120144 + Penalty 3030.192444 = -1250123.927700
  nChanged 5
		SP:Iteration 58Q (78111.880000 sec): 3 clusters
  Score: Raw -1253154.635216 + Penalty 3030.192444 = -1250124.442772
  nChanged 4
		SP:Iteration 59Q (78112.160000 sec): 3 clusters
  Score: Raw -1253154.975195 + Penalty 3030.192444 = -1250124.782751
  nChanged 1
		SP:Iteration 60F (78112.390000 sec): 3 clusters
  Score: Raw -1253155.073890 + Penalty 3030.192444 = -1250124.881446
  nChanged 3
		SP:Iteration 61Q (78112.590000 sec): 3 clusters
  Score: Raw -1253155.329229 + Penalty 3030.192444 = -1250125.136786
  nChanged 2
		SP:Iteration 62Q (78112.830000 sec): 3 clusters
  Score: Raw -1253155.453886 + Penalty 3030.192444 = -1250125.261443
  nChanged 1
		SP:Iteration 63Q (78113.040000 sec): 3 clusters
  Score: Raw -1253155.495165 + Penalty 3030.192444 = -1250125.302722
  nChanged 0
		SP:Iteration 64F (78113.220000 sec): 3 clusters
  Score: Raw -1253155.495165 + Penalty 3030.192444 = -1250125.302722
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78113.380000 sec): 2 clusters
  Score: Raw -920493.653697 + Penalty 1468.076826 = -919025.576871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78113.590000 sec): 3 clusters
  Score: Raw -915809.221850 + Penalty 2936.153652 = -912873.068198
  nChanged 3592
		SP:Iteration 1F (78113.760000 sec): 3 clusters
  Score: Raw -917671.655447 + Penalty 2936.153652 = -914735.501796
  nChanged 555
		SP:Iteration 2F (78113.950000 sec): 3 clusters
  Score: Raw -917926.981310 + Penalty 2936.153652 = -914990.827659
  nChanged 472
		SP:Iteration 3F (78114.160000 sec): 3 clusters
  Score: Raw -918116.634947 + Penalty 2936.153652 = -915180.481295
  nChanged 381
		SP:Iteration 4Q (78114.370000 sec): 3 clusters
  Score: Raw -918274.600216 + Penalty 2936.153652 = -915338.446565
  nChanged 344
		SP:Iteration 5Q (78114.600000 sec): 3 clusters
  Score: Raw -918438.261821 + Penalty 2936.153652 = -915502.108170
  nChanged 364
		SP:Iteration 6Q (78114.840000 sec): 3 clusters
  Score: Raw -918623.100159 + Penalty 2936.153652 = -915686.946508
  nChanged 360
		SP:Iteration 7Q (78115.040000 sec): 3 clusters
  Score: Raw -918821.718539 + Penalty 2936.153652 = -915885.564887
  nChanged 392
		SP:Iteration 8Q (78115.240000 sec): 3 clusters
  Score: Raw -919053.720744 + Penalty 2936.153652 = -916117.567093
  nChanged 412
		SP:Iteration 9Q (78115.430000 sec): 3 clusters
  Score: Raw -919300.368194 + Penalty 2936.153652 = -916364.214542
  nChanged 363
		SP:Iteration 10Q (78115.670000 sec): 3 clusters
  Score: Raw -919496.993228 + Penalty 2936.153652 = -916560.839576
  nChanged 319
		SP:Iteration 11Q (78115.870000 sec): 3 clusters
  Score: Raw -919682.647154 + Penalty 2936.153652 = -916746.493503
  nChanged 284
		SP:Iteration 12Q (78116.080000 sec): 3 clusters
  Score: Raw -919834.080978 + Penalty 2936.153652 = -916897.927327
  nChanged 251
		SP:Iteration 13Q (78116.320000 sec): 3 clusters
  Score: Raw -919949.736424 + Penalty 2936.153652 = -917013.582772
  nChanged 225
		SP:Iteration 14Q (78116.490000 sec): 3 clusters
  Score: Raw -920042.086826 + Penalty 2936.153652 = -917105.933175
  nChanged 170
		SP:Iteration 15Q (78116.700000 sec): 3 clusters
  Score: Raw -920108.728256 + Penalty 2936.153652 = -917172.574605
  nChanged 148
		SP:Iteration 16Q (78116.940000 sec): 3 clusters
  Score: Raw -920166.943411 + Penalty 2936.153652 = -917230.789759
  nChanged 139
		SP:Iteration 17Q (78117.120000 sec): 3 clusters
  Score: Raw -920214.786314 + Penalty 2936.153652 = -917278.632663
  nChanged 120
		SP:Iteration 18Q (78117.340000 sec): 3 clusters
  Score: Raw -920256.649495 + Penalty 2936.153652 = -917320.495844
  nChanged 104
		SP:Iteration 19Q (78117.570000 sec): 3 clusters
  Score: Raw -920299.672430 + Penalty 2936.153652 = -917363.518779
  nChanged 99
		SP:Iteration 20F (78117.780000 sec): 3 clusters
  Score: Raw -920340.446966 + Penalty 2936.153652 = -917404.293315
  nChanged 98
		SP:Iteration 21Q (78118.020000 sec): 3 clusters
  Score: Raw -920376.693420 + Penalty 2936.153652 = -917440.539769
  nChanged 87
		SP:Iteration 22Q (78118.220000 sec): 3 clusters
  Score: Raw -920408.136171 + Penalty 2936.153652 = -917471.982520
  nChanged 72
		SP:Iteration 23Q (78118.440000 sec): 3 clusters
  Score: Raw -920433.183538 + Penalty 2936.153652 = -917497.029886
  nChanged 52
		SP:Iteration 24Q (78118.600000 sec): 3 clusters
  Score: Raw -920450.306630 + Penalty 2936.153652 = -917514.152979
  nChanged 48
		SP:Iteration 25Q (78118.810000 sec): 3 clusters
  Score: Raw -920465.486371 + Penalty 2936.153652 = -917529.332719
  nChanged 45
		SP:Iteration 26Q (78119.030000 sec): 3 clusters
  Score: Raw -920479.932898 + Penalty 2936.153652 = -917543.779247
  nChanged 50
		SP:Iteration 27Q (78119.260000 sec): 3 clusters
  Score: Raw -920494.957876 + Penalty 2936.153652 = -917558.804225
  nChanged 45
		SP:Iteration 28Q (78119.460000 sec): 3 clusters
  Score: Raw -920506.310498 + Penalty 2936.153652 = -917570.156846
  nChanged 30
		SP:Iteration 29Q (78119.670000 sec): 3 clusters
  Score: Raw -920513.746557 + Penalty 2936.153652 = -917577.592906
  nChanged 28
		SP:Iteration 30Q (78119.870000 sec): 3 clusters
  Score: Raw -920520.998565 + Penalty 2936.153652 = -917584.844914
  nChanged 22
		SP:Iteration 31Q (78120.010000 sec): 3 clusters
  Score: Raw -920527.440089 + Penalty 2936.153652 = -917591.286437
  nChanged 23
		SP:Iteration 32Q (78120.220000 sec): 3 clusters
  Score: Raw -920533.454716 + Penalty 2936.153652 = -917597.301065
  nChanged 21
		SP:Iteration 33Q (78120.390000 sec): 3 clusters
  Score: Raw -920538.929668 + Penalty 2936.153652 = -917602.776017
  nChanged 23
		SP:Iteration 34Q (78120.610000 sec): 3 clusters
  Score: Raw -920546.035149 + Penalty 2936.153652 = -917609.881497
  nChanged 24
		SP:Iteration 35Q (78120.820000 sec): 3 clusters
  Score: Raw -920553.263554 + Penalty 2936.153652 = -917617.109902
  nChanged 14
		SP:Iteration 36Q (78121.060000 sec): 3 clusters
  Score: Raw -920556.714115 + Penalty 2936.153652 = -917620.560463
  nChanged 16
		SP:Iteration 37Q (78121.240000 sec): 3 clusters
  Score: Raw -920560.487750 + Penalty 2936.153652 = -917624.334099
  nChanged 11
		SP:Iteration 38Q (78121.450000 sec): 3 clusters
  Score: Raw -920563.232031 + Penalty 2936.153652 = -917627.078379
  nChanged 10
		SP:Iteration 39Q (78121.640000 sec): 3 clusters
  Score: Raw -920566.141649 + Penalty 2936.153652 = -917629.987998
  nChanged 15
		SP:Iteration 40F (78121.860000 sec): 3 clusters
  Score: Raw -920569.501184 + Penalty 2936.153652 = -917633.347532
  nChanged 11
		SP:Iteration 41Q (78122.090000 sec): 3 clusters
  Score: Raw -920571.792708 + Penalty 2936.153652 = -917635.639057
  nChanged 12
		SP:Iteration 42Q (78122.320000 sec): 3 clusters
  Score: Raw -920574.781789 + Penalty 2936.153652 = -917638.628137
  nChanged 17
		SP:Iteration 43Q (78122.540000 sec): 3 clusters
  Score: Raw -920578.894184 + Penalty 2936.153652 = -917642.740532
  nChanged 16
		SP:Iteration 44Q (78122.760000 sec): 3 clusters
  Score: Raw -920584.095041 + Penalty 2936.153652 = -917647.941389
  nChanged 16
		SP:Iteration 45Q (78122.930000 sec): 3 clusters
  Score: Raw -920590.355130 + Penalty 2936.153652 = -917654.201478
  nChanged 17
		SP:Iteration 46Q (78123.160000 sec): 3 clusters
  Score: Raw -920595.940961 + Penalty 2936.153652 = -917659.787309
  nChanged 12
		SP:Iteration 47Q (78123.380000 sec): 3 clusters
  Score: Raw -920599.561592 + Penalty 2936.153652 = -917663.407940
  nChanged 11
		SP:Iteration 48Q (78123.610000 sec): 3 clusters
  Score: Raw -920602.971006 + Penalty 2936.153652 = -917666.817354
  nChanged 8
		SP:Iteration 49Q (78123.820000 sec): 3 clusters
  Score: Raw -920605.361802 + Penalty 2936.153652 = -917669.208151
  nChanged 5
		SP:Iteration 50Q (78124.100000 sec): 3 clusters
  Score: Raw -920606.906313 + Penalty 2936.153652 = -917670.752662
  nChanged 7
		SP:Iteration 51Q (78124.320000 sec): 3 clusters
  Score: Raw -920609.553712 + Penalty 2936.153652 = -917673.400060
  nChanged 8
		SP:Iteration 52Q (78124.560000 sec): 3 clusters
  Score: Raw -920613.008461 + Penalty 2936.153652 = -917676.854809
  nChanged 9
		SP:Iteration 53Q (78124.740000 sec): 3 clusters
  Score: Raw -920615.470714 + Penalty 2936.153652 = -917679.317062
  nChanged 11
		SP:Iteration 54Q (78124.960000 sec): 3 clusters
  Score: Raw -920618.294573 + Penalty 2936.153652 = -917682.140921
  nChanged 6
		SP:Iteration 55Q (78125.160000 sec): 3 clusters
  Score: Raw -920619.645617 + Penalty 2936.153652 = -917683.491966
  nChanged 4
		SP:Iteration 56Q (78125.310000 sec): 3 clusters
  Score: Raw -920620.633493 + Penalty 2936.153652 = -917684.479841
  nChanged 2
		SP:Iteration 57Q (78125.510000 sec): 3 clusters
  Score: Raw -920621.449324 + Penalty 2936.153652 = -917685.295672
  nChanged 0
		SP:Iteration 58F (78125.700000 sec): 3 clusters
  Score: Raw -920621.449324 + Penalty 2936.153652 = -917685.295672
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78125.860000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78125.990000 sec): 3 clusters
  Score: Raw -639592.579272 + Penalty 2822.320359 = -636770.258912
  nChanged 2415
		SP:Iteration 1F (78126.190000 sec): 3 clusters
  Score: Raw -641015.061703 + Penalty 2822.320359 = -638192.741344
  nChanged 459
		SP:Iteration 2F (78126.360000 sec): 3 clusters
  Score: Raw -641356.288581 + Penalty 2822.320359 = -638533.968222
  nChanged 414
		SP:Iteration 3F (78126.570000 sec): 3 clusters
  Score: Raw -641688.917168 + Penalty 2822.320359 = -638866.596809
  nChanged 407
		SP:Iteration 4F (78126.780000 sec): 3 clusters
  Score: Raw -641985.639409 + Penalty 2822.320359 = -639163.319049
  nChanged 382
		SP:Iteration 5F (78127.000000 sec): 3 clusters
  Score: Raw -642269.532115 + Penalty 2822.320359 = -639447.211756
  nChanged 347
		SP:Iteration 6F (78127.200000 sec): 3 clusters
  Score: Raw -642526.717926 + Penalty 2822.320359 = -639704.397566
  nChanged 271
		SP:Iteration 7Q (78127.440000 sec): 3 clusters
  Score: Raw -642730.508322 + Penalty 2822.320359 = -639908.187963
  nChanged 231
		SP:Iteration 8Q (78127.640000 sec): 3 clusters
  Score: Raw -642875.568748 + Penalty 2822.320359 = -640053.248389
  nChanged 160
		SP:Iteration 9Q (78127.820000 sec): 3 clusters
  Score: Raw -642964.491435 + Penalty 2822.320359 = -640142.171076
  nChanged 116
		SP:Iteration 10Q (78128.040000 sec): 3 clusters
  Score: Raw -643027.789392 + Penalty 2822.320359 = -640205.469033
  nChanged 85
		SP:Iteration 11Q (78128.230000 sec): 3 clusters
  Score: Raw -643079.277804 + Penalty 2822.320359 = -640256.957444
  nChanged 83
		SP:Iteration 12Q (78128.410000 sec): 3 clusters
  Score: Raw -643125.329519 + Penalty 2822.320359 = -640303.009160
  nChanged 65
		SP:Iteration 13Q (78128.600000 sec): 3 clusters
  Score: Raw -643156.733888 + Penalty 2822.320359 = -640334.413529
  nChanged 43
		SP:Iteration 14Q (78128.790000 sec): 3 clusters
  Score: Raw -643175.537536 + Penalty 2822.320359 = -640353.217177
  nChanged 33
		SP:Iteration 15Q (78129.000000 sec): 3 clusters
  Score: Raw -643189.031934 + Penalty 2822.320359 = -640366.711574
  nChanged 29
		SP:Iteration 16Q (78129.170000 sec): 3 clusters
  Score: Raw -643201.023428 + Penalty 2822.320359 = -640378.703069
  nChanged 25
		SP:Iteration 17Q (78129.360000 sec): 3 clusters
  Score: Raw -643214.740143 + Penalty 2822.320359 = -640392.419784
  nChanged 34
		SP:Iteration 18Q (78129.560000 sec): 3 clusters
  Score: Raw -643230.831181 + Penalty 2822.320359 = -640408.510821
  nChanged 28
		SP:Iteration 19Q (78129.770000 sec): 3 clusters
  Score: Raw -643241.715682 + Penalty 2822.320359 = -640419.395323
  nChanged 28
		SP:Iteration 20F (78129.930000 sec): 3 clusters
  Score: Raw -643253.968320 + Penalty 2822.320359 = -640431.647960
  nChanged 27
		SP:Iteration 21Q (78130.140000 sec): 3 clusters
  Score: Raw -643265.383953 + Penalty 2822.320359 = -640443.063594
  nChanged 22
		SP:Iteration 22Q (78130.360000 sec): 3 clusters
  Score: Raw -643274.338470 + Penalty 2822.320359 = -640452.018111
  nChanged 20
		SP:Iteration 23Q (78130.540000 sec): 3 clusters
  Score: Raw -643282.852688 + Penalty 2822.320359 = -640460.532329
  nChanged 24
		SP:Iteration 24Q (78130.760000 sec): 3 clusters
  Score: Raw -643292.352740 + Penalty 2822.320359 = -640470.032380
  nChanged 18
		SP:Iteration 25Q (78130.970000 sec): 3 clusters
  Score: Raw -643297.683717 + Penalty 2822.320359 = -640475.363358
  nChanged 10
		SP:Iteration 26Q (78131.130000 sec): 3 clusters
  Score: Raw -643301.702179 + Penalty 2822.320359 = -640479.381820
  nChanged 9
		SP:Iteration 27Q (78131.320000 sec): 3 clusters
  Score: Raw -643305.122715 + Penalty 2822.320359 = -640482.802356
  nChanged 11
		SP:Iteration 28Q (78131.540000 sec): 3 clusters
  Score: Raw -643309.126663 + Penalty 2822.320359 = -640486.806304
  nChanged 10
		SP:Iteration 29Q (78131.730000 sec): 3 clusters
  Score: Raw -643313.014676 + Penalty 2822.320359 = -640490.694317
  nChanged 8
		SP:Iteration 30Q (78131.940000 sec): 3 clusters
  Score: Raw -643318.258758 + Penalty 2822.320359 = -640495.938399
  nChanged 9
		SP:Iteration 31Q (78132.160000 sec): 3 clusters
  Score: Raw -643322.523489 + Penalty 2822.320359 = -640500.203130
  nChanged 9
		SP:Iteration 32Q (78132.380000 sec): 3 clusters
  Score: Raw -643328.008292 + Penalty 2822.320359 = -640505.687933
  nChanged 14
		SP:Iteration 33Q (78132.610000 sec): 3 clusters
  Score: Raw -643335.109299 + Penalty 2822.320359 = -640512.788940
  nChanged 15
		SP:Iteration 34Q (78132.720000 sec): 3 clusters
  Score: Raw -643344.784464 + Penalty 2822.320359 = -640522.464105
  nChanged 19
		SP:Iteration 35Q (78132.900000 sec): 3 clusters
  Score: Raw -643358.186233 + Penalty 2822.320359 = -640535.865874
  nChanged 14
		SP:Iteration 36Q (78133.130000 sec): 3 clusters
  Score: Raw -643371.098295 + Penalty 2822.320359 = -640548.777936
  nChanged 21
		SP:Iteration 37Q (78133.280000 sec): 3 clusters
  Score: Raw -643379.911678 + Penalty 2822.320359 = -640557.591318
  nChanged 14
		SP:Iteration 38Q (78133.490000 sec): 3 clusters
  Score: Raw -643385.176785 + Penalty 2822.320359 = -640562.856426
  nChanged 7
		SP:Iteration 39Q (78133.670000 sec): 3 clusters
  Score: Raw -643389.290446 + Penalty 2822.320359 = -640566.970087
  nChanged 10
		SP:Iteration 40F (78133.850000 sec): 3 clusters
  Score: Raw -643395.192251 + Penalty 2822.320359 = -640572.871892
  nChanged 12
		SP:Iteration 41Q (78134.080000 sec): 3 clusters
  Score: Raw -643404.133370 + Penalty 2822.320359 = -640581.813011
  nChanged 18
		SP:Iteration 42Q (78134.260000 sec): 3 clusters
  Score: Raw -643418.871232 + Penalty 2822.320359 = -640596.550873
  nChanged 18
		SP:Iteration 43Q (78134.450000 sec): 3 clusters
  Score: Raw -643429.466432 + Penalty 2822.320359 = -640607.146073
  nChanged 15
		SP:Iteration 44Q (78134.620000 sec): 3 clusters
  Score: Raw -643439.808275 + Penalty 2822.320359 = -640617.487916
  nChanged 20
		SP:Iteration 45Q (78134.780000 sec): 3 clusters
  Score: Raw -643450.376569 + Penalty 2822.320359 = -640628.056210
  nChanged 16
		SP:Iteration 46Q (78135.000000 sec): 3 clusters
  Score: Raw -643456.807460 + Penalty 2822.320359 = -640634.487101
  nChanged 10
		SP:Iteration 47Q (78135.210000 sec): 3 clusters
  Score: Raw -643460.563417 + Penalty 2822.320359 = -640638.243057
  nChanged 7
		SP:Iteration 48Q (78135.370000 sec): 3 clusters
  Score: Raw -643462.350767 + Penalty 2822.320359 = -640640.030408
  nChanged 8
		SP:Iteration 49Q (78135.570000 sec): 3 clusters
  Score: Raw -643464.618144 + Penalty 2822.320359 = -640642.297785
  nChanged 5
		SP:Iteration 50Q (78135.750000 sec): 3 clusters
  Score: Raw -643465.915993 + Penalty 2822.320359 = -640643.595634
  nChanged 6
		SP:Iteration 51Q (78136.000000 sec): 3 clusters
  Score: Raw -643467.567825 + Penalty 2822.320359 = -640645.247466
  nChanged 5
		SP:Iteration 52Q (78136.200000 sec): 3 clusters
  Score: Raw -643468.566445 + Penalty 2822.320359 = -640646.246085
  nChanged 7
		SP:Iteration 53Q (78136.380000 sec): 3 clusters
  Score: Raw -643470.857760 + Penalty 2822.320359 = -640648.537401
  nChanged 5
		SP:Iteration 54Q (78136.560000 sec): 3 clusters
  Score: Raw -643472.667130 + Penalty 2822.320359 = -640650.346771
  nChanged 5
		SP:Iteration 55Q (78136.740000 sec): 3 clusters
  Score: Raw -643473.881391 + Penalty 2822.320359 = -640651.561032
  nChanged 5
		SP:Iteration 56Q (78136.920000 sec): 3 clusters
  Score: Raw -643475.407409 + Penalty 2822.320359 = -640653.087050
  nChanged 3
		SP:Iteration 57Q (78137.100000 sec): 3 clusters
  Score: Raw -643475.834038 + Penalty 2822.320359 = -640653.513679
  nChanged 2
		SP:Iteration 58Q (78137.290000 sec): 3 clusters
  Score: Raw -643476.714264 + Penalty 2822.320359 = -640654.393904
  nChanged 2
		SP:Iteration 59Q (78137.480000 sec): 3 clusters
  Score: Raw -643477.348812 + Penalty 2822.320359 = -640655.028452
  nChanged 4
		SP:Iteration 60F (78137.670000 sec): 3 clusters
  Score: Raw -643477.973374 + Penalty 2822.320359 = -640655.653015
  nChanged 4
		SP:Iteration 61Q (78137.900000 sec): 3 clusters
  Score: Raw -643479.096696 + Penalty 2822.320359 = -640656.776337
  nChanged 3
		SP:Iteration 62Q (78138.040000 sec): 3 clusters
  Score: Raw -643479.758436 + Penalty 2822.320359 = -640657.438077
  nChanged 0
		SP:Iteration 63F (78138.210000 sec): 3 clusters
  Score: Raw -643479.758436 + Penalty 2822.320359 = -640657.438077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78138.340000 sec): 2 clusters
  Score: Raw -592826.132568 + Penalty 1394.856079 = -591431.276489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78138.560000 sec): 3 clusters
  Score: Raw -590013.135920 + Penalty 2789.712157 = -587223.423762
  nChanged 2187
		SP:Iteration 1F (78138.760000 sec): 3 clusters
  Score: Raw -591229.847271 + Penalty 2789.712157 = -588440.135113
  nChanged 407
		SP:Iteration 2F (78138.930000 sec): 3 clusters
  Score: Raw -591446.866060 + Penalty 2789.712157 = -588657.153903
  nChanged 295
		SP:Iteration 3F (78139.140000 sec): 3 clusters
  Score: Raw -591631.414749 + Penalty 2789.712157 = -588841.702592
  nChanged 317
		SP:Iteration 4F (78139.350000 sec): 3 clusters
  Score: Raw -591829.796984 + Penalty 2789.712157 = -589040.084827
  nChanged 280
		SP:Iteration 5F (78139.520000 sec): 3 clusters
  Score: Raw -592005.706571 + Penalty 2789.712157 = -589215.994413
  nChanged 274
		SP:Iteration 6F (78139.670000 sec): 3 clusters
  Score: Raw -592189.908000 + Penalty 2789.712157 = -589400.195842
  nChanged 237
		SP:Iteration 7Q (78139.850000 sec): 3 clusters
  Score: Raw -592329.001446 + Penalty 2789.712157 = -589539.289288
  nChanged 198
		SP:Iteration 8Q (78140.040000 sec): 3 clusters
  Score: Raw -592448.457362 + Penalty 2789.712157 = -589658.745205
  nChanged 189
		SP:Iteration 9Q (78140.220000 sec): 3 clusters
  Score: Raw -592555.432406 + Penalty 2789.712157 = -589765.720249
  nChanged 172
		SP:Iteration 10Q (78140.430000 sec): 3 clusters
  Score: Raw -592661.032807 + Penalty 2789.712157 = -589871.320649
  nChanged 155
		SP:Iteration 11Q (78140.650000 sec): 3 clusters
  Score: Raw -592746.588734 + Penalty 2789.712157 = -589956.876577
  nChanged 126
		SP:Iteration 12Q (78140.820000 sec): 3 clusters
  Score: Raw -592810.182730 + Penalty 2789.712157 = -590020.470572
  nChanged 99
		SP:Iteration 13Q (78141.040000 sec): 3 clusters
  Score: Raw -592847.471460 + Penalty 2789.712157 = -590057.759303
  nChanged 80
		SP:Iteration 14Q (78141.220000 sec): 3 clusters
  Score: Raw -592875.747130 + Penalty 2789.712157 = -590086.034973
  nChanged 57
		SP:Iteration 15Q (78141.400000 sec): 3 clusters
  Score: Raw -592895.714166 + Penalty 2789.712157 = -590106.002008
  nChanged 36
		SP:Iteration 16Q (78141.620000 sec): 3 clusters
  Score: Raw -592908.282030 + Penalty 2789.712157 = -590118.569873
  nChanged 33
		SP:Iteration 17Q (78141.790000 sec): 3 clusters
  Score: Raw -592917.821320 + Penalty 2789.712157 = -590128.109163
  nChanged 26
		SP:Iteration 18Q (78141.970000 sec): 3 clusters
  Score: Raw -592925.897907 + Penalty 2789.712157 = -590136.185749
  nChanged 22
		SP:Iteration 19Q (78142.150000 sec): 3 clusters
  Score: Raw -592932.878927 + Penalty 2789.712157 = -590143.166769
  nChanged 21
		SP:Iteration 20F (78142.320000 sec): 3 clusters
  Score: Raw -592938.305181 + Penalty 2789.712157 = -590148.593023
  nChanged 10
		SP:Iteration 21Q (78142.530000 sec): 3 clusters
  Score: Raw -592940.568520 + Penalty 2789.712157 = -590150.856362
  nChanged 7
		SP:Iteration 22Q (78142.700000 sec): 3 clusters
  Score: Raw -592941.808718 + Penalty 2789.712157 = -590152.096561
  nChanged 5
		SP:Iteration 23Q (78142.920000 sec): 3 clusters
  Score: Raw -592943.444488 + Penalty 2789.712157 = -590153.732330
  nChanged 4
		SP:Iteration 24Q (78143.090000 sec): 3 clusters
  Score: Raw -592944.245733 + Penalty 2789.712157 = -590154.533576
  nChanged 4
		SP:Iteration 25Q (78143.320000 sec): 3 clusters
  Score: Raw -592945.577148 + Penalty 2789.712157 = -590155.864991
  nChanged 6
		SP:Iteration 26Q (78143.500000 sec): 3 clusters
  Score: Raw -592947.547724 + Penalty 2789.712157 = -590157.835566
  nChanged 5
		SP:Iteration 27Q (78143.680000 sec): 3 clusters
  Score: Raw -592948.621368 + Penalty 2789.712157 = -590158.909211
  nChanged 5
		SP:Iteration 28Q (78143.900000 sec): 3 clusters
  Score: Raw -592949.761734 + Penalty 2789.712157 = -590160.049576
  nChanged 3
		SP:Iteration 29Q (78144.060000 sec): 3 clusters
  Score: Raw -592950.236740 + Penalty 2789.712157 = -590160.524582
  nChanged 2
		SP:Iteration 30Q (78144.270000 sec): 3 clusters
  Score: Raw -592950.522631 + Penalty 2789.712157 = -590160.810474
  nChanged 0
		SP:Iteration 31F (78144.410000 sec): 3 clusters
  Score: Raw -592950.522631 + Penalty 2789.712157 = -590160.810474
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (160026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78145.500000 sec): 2 clusters
  Score: Raw -18450154.115212 + Penalty 1947.252382 = -18448206.862830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78146.450000 sec): 3 clusters
  Score: Raw -18344502.092989 + Penalty 3894.504764 = -18340607.588225
  nChanged 77261
		SP:Iteration 1F (78147.640000 sec): 3 clusters
  Score: Raw -18390320.181267 + Penalty 3894.504764 = -18386425.676503
  nChanged 5004
		SP:Iteration 2Q (78148.890000 sec): 3 clusters
  Score: Raw -18391656.625387 + Penalty 3894.504764 = -18387762.120623
  nChanged 5781
		SP:Iteration 3Q (78150.120000 sec): 3 clusters
  Score: Raw -18393612.227238 + Penalty 3894.504764 = -18389717.722474
  nChanged 6998
		SP:Iteration 4Q (78151.460000 sec): 3 clusters
  Score: Raw -18396685.189521 + Penalty 3894.504764 = -18392790.684757
  nChanged 8409
		SP:Iteration 5F (78152.610000 sec): 3 clusters
  Score: Raw -18401500.831338 + Penalty 3894.504764 = -18397606.326574
  nChanged 9972
		SP:Iteration 6F (78153.780000 sec): 3 clusters
  Score: Raw -18408513.880785 + Penalty 3894.504764 = -18404619.376021
  nChanged 10567
		SP:Iteration 7F (78154.890000 sec): 3 clusters
  Score: Raw -18416841.163723 + Penalty 3894.504764 = -18412946.658959
  nChanged 9797
		SP:Iteration 8F (78156.080000 sec): 3 clusters
  Score: Raw -18424828.283561 + Penalty 3894.504764 = -18420933.778798
  nChanged 8256
		SP:Iteration 9F (78157.370000 sec): 3 clusters
  Score: Raw -18431390.969222 + Penalty 3894.504764 = -18427496.464458
  nChanged 6440
		SP:Iteration 10Q (78158.590000 sec): 3 clusters
  Score: Raw -18436173.274683 + Penalty 3894.504764 = -18432278.769919
  nChanged 4865
		SP:Iteration 11Q (78159.790000 sec): 3 clusters
  Score: Raw -18439621.068204 + Penalty 3894.504764 = -18435726.563440
  nChanged 3878
		SP:Iteration 12Q (78160.900000 sec): 3 clusters
  Score: Raw -18442298.885117 + Penalty 3894.504764 = -18438404.380353
  nChanged 3169
		SP:Iteration 13Q (78161.900000 sec): 3 clusters
  Score: Raw -18444514.445531 + Penalty 3894.504764 = -18440619.940768
  nChanged 2572
		SP:Iteration 14Q (78162.850000 sec): 3 clusters
  Score: Raw -18446372.072663 + Penalty 3894.504764 = -18442477.567899
  nChanged 1989
		SP:Iteration 15Q (78163.840000 sec): 3 clusters
  Score: Raw -18447832.936566 + Penalty 3894.504764 = -18443938.431802
  nChanged 1327
		SP:Iteration 16Q (78164.810000 sec): 3 clusters
  Score: Raw -18448776.063950 + Penalty 3894.504764 = -18444881.559187
  nChanged 869
		SP:Iteration 17Q (78165.760000 sec): 3 clusters
  Score: Raw -18449380.171339 + Penalty 3894.504764 = -18445485.666575
  nChanged 570
		SP:Iteration 18Q (78166.710000 sec): 3 clusters
  Score: Raw -18449772.216970 + Penalty 3894.504764 = -18445877.712206
  nChanged 380
		SP:Iteration 19Q (78167.700000 sec): 3 clusters
  Score: Raw -18450024.482564 + Penalty 3894.504764 = -18446129.977801
  nChanged 254
		SP:Iteration 20F (78168.810000 sec): 3 clusters
  Score: Raw -18450193.362594 + Penalty 3894.504764 = -18446298.857830
  nChanged 208
		SP:Iteration 21Q (78169.770000 sec): 3 clusters
  Score: Raw -18450313.481671 + Penalty 3894.504764 = -18446418.976907
  nChanged 155
		SP:Iteration 22Q (78170.820000 sec): 3 clusters
  Score: Raw -18450399.705087 + Penalty 3894.504764 = -18446505.200324
  nChanged 132
		SP:Iteration 23Q (78171.860000 sec): 3 clusters
  Score: Raw -18450465.972377 + Penalty 3894.504764 = -18446571.467613
  nChanged 99
		SP:Iteration 24Q (78172.910000 sec): 3 clusters
  Score: Raw -18450514.911555 + Penalty 3894.504764 = -18446620.406792
  nChanged 63
		SP:Iteration 25Q (78173.830000 sec): 3 clusters
  Score: Raw -18450541.274370 + Penalty 3894.504764 = -18446646.769606
  nChanged 59
		SP:Iteration 26Q (78174.780000 sec): 3 clusters
  Score: Raw -18450565.418600 + Penalty 3894.504764 = -18446670.913836
  nChanged 55
		SP:Iteration 27Q (78175.740000 sec): 3 clusters
  Score: Raw -18450589.129234 + Penalty 3894.504764 = -18446694.624471
  nChanged 47
		SP:Iteration 28Q (78176.700000 sec): 3 clusters
  Score: Raw -18450611.663570 + Penalty 3894.504764 = -18446717.158807
  nChanged 44
		SP:Iteration 29Q (78177.650000 sec): 3 clusters
  Score: Raw -18450626.415403 + Penalty 3894.504764 = -18446731.910639
  nChanged 29
		SP:Iteration 30Q (78178.650000 sec): 3 clusters
  Score: Raw -18450636.885474 + Penalty 3894.504764 = -18446742.380710
  nChanged 24
		SP:Iteration 31Q (78179.610000 sec): 3 clusters
  Score: Raw -18450645.086916 + Penalty 3894.504764 = -18446750.582152
  nChanged 18
		SP:Iteration 32Q (78180.640000 sec): 3 clusters
  Score: Raw -18450651.430946 + Penalty 3894.504764 = -18446756.926182
  nChanged 20
		SP:Iteration 33Q (78181.690000 sec): 3 clusters
  Score: Raw -18450658.223170 + Penalty 3894.504764 = -18446763.718406
  nChanged 17
		SP:Iteration 34Q (78182.690000 sec): 3 clusters
  Score: Raw -18450663.645197 + Penalty 3894.504764 = -18446769.140433
  nChanged 21
		SP:Iteration 35Q (78183.710000 sec): 3 clusters
  Score: Raw -18450669.358198 + Penalty 3894.504764 = -18446774.853435
  nChanged 16
		SP:Iteration 36Q (78184.720000 sec): 3 clusters
  Score: Raw -18450673.902201 + Penalty 3894.504764 = -18446779.397437
  nChanged 9
		SP:Iteration 37Q (78185.690000 sec): 3 clusters
  Score: Raw -18450676.431061 + Penalty 3894.504764 = -18446781.926297
  nChanged 10
		SP:Iteration 38Q (78186.690000 sec): 3 clusters
  Score: Raw -18450679.185145 + Penalty 3894.504764 = -18446784.680381
  nChanged 9
		SP:Iteration 39Q (78187.720000 sec): 3 clusters
  Score: Raw -18450681.295326 + Penalty 3894.504764 = -18446786.790562
  nChanged 9
		SP:Iteration 40F (78188.810000 sec): 3 clusters
  Score: Raw -18450683.622969 + Penalty 3894.504764 = -18446789.118205
  nChanged 6
		SP:Iteration 41Q (78189.790000 sec): 3 clusters
  Score: Raw -18450685.759092 + Penalty 3894.504764 = -18446791.254328
  nChanged 8
		SP:Iteration 42Q (78190.810000 sec): 3 clusters
  Score: Raw -18450687.773135 + Penalty 3894.504764 = -18446793.268371
  nChanged 4
		SP:Iteration 43Q (78191.830000 sec): 3 clusters
  Score: Raw -18450688.537850 + Penalty 3894.504764 = -18446794.033086
  nChanged 3
		SP:Iteration 44Q (78192.880000 sec): 3 clusters
  Score: Raw -18450689.372121 + Penalty 3894.504764 = -18446794.867357
  nChanged 3
		SP:Iteration 45Q (78193.940000 sec): 3 clusters
  Score: Raw -18450689.902229 + Penalty 3894.504764 = -18446795.397465
  nChanged 1
		SP:Iteration 46Q (78194.970000 sec): 3 clusters
  Score: Raw -18450690.049744 + Penalty 3894.504764 = -18446795.544980
  nChanged 1
		SP:Iteration 47Q (78195.930000 sec): 3 clusters
  Score: Raw -18450690.259353 + Penalty 3894.504764 = -18446795.754589
  nChanged 2
		SP:Iteration 48Q (78196.820000 sec): 3 clusters
  Score: Raw -18450690.776459 + Penalty 3894.504764 = -18446796.271695
  nChanged 1
		SP:Iteration 49Q (78197.710000 sec): 3 clusters
  Score: Raw -18450691.046909 + Penalty 3894.504764 = -18446796.542145
  nChanged 0
		SP:Iteration 50F (78198.710000 sec): 3 clusters
  Score: Raw -18450691.046909 + Penalty 3894.504764 = -18446796.542145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78199.040000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78199.250000 sec): 3 clusters
  Score: Raw -1256037.966585 + Penalty 3022.380556 = -1253015.586029
  nChanged 4717
		SP:Iteration 1F (78199.460000 sec): 3 clusters
  Score: Raw -1258544.389212 + Penalty 3022.380556 = -1255522.008656
  nChanged 589
		SP:Iteration 2F (78199.660000 sec): 3 clusters
  Score: Raw -1258769.299262 + Penalty 3022.380556 = -1255746.918706
  nChanged 476
		SP:Iteration 3Q (78199.870000 sec): 3 clusters
  Score: Raw -1258963.680650 + Penalty 3022.380556 = -1255941.300094
  nChanged 462
		SP:Iteration 4Q (78200.050000 sec): 3 clusters
  Score: Raw -1259160.073296 + Penalty 3022.380556 = -1256137.692740
  nChanged 451
		SP:Iteration 5Q (78200.290000 sec): 3 clusters
  Score: Raw -1259358.172346 + Penalty 3022.380556 = -1256335.791790
  nChanged 513
		SP:Iteration 6Q (78200.530000 sec): 3 clusters
  Score: Raw -1259626.548835 + Penalty 3022.380556 = -1256604.168280
  nChanged 518
		SP:Iteration 7Q (78200.750000 sec): 3 clusters
  Score: Raw -1259939.377216 + Penalty 3022.380556 = -1256916.996660
  nChanged 595
		SP:Iteration 8F (78200.990000 sec): 3 clusters
  Score: Raw -1260359.842109 + Penalty 3022.380556 = -1257337.461553
  nChanged 622
		SP:Iteration 9F (78201.260000 sec): 3 clusters
  Score: Raw -1260831.639088 + Penalty 3022.380556 = -1257809.258532
  nChanged 544
		SP:Iteration 10Q (78201.470000 sec): 3 clusters
  Score: Raw -1261273.716763 + Penalty 3022.380556 = -1258251.336208
  nChanged 462
		SP:Iteration 11Q (78201.690000 sec): 3 clusters
  Score: Raw -1261665.513220 + Penalty 3022.380556 = -1258643.132665
  nChanged 334
		SP:Iteration 12Q (78201.910000 sec): 3 clusters
  Score: Raw -1261951.334369 + Penalty 3022.380556 = -1258928.953813
  nChanged 220
		SP:Iteration 13Q (78202.130000 sec): 3 clusters
  Score: Raw -1262156.172572 + Penalty 3022.380556 = -1259133.792016
  nChanged 128
		SP:Iteration 14Q (78202.380000 sec): 3 clusters
  Score: Raw -1262275.152527 + Penalty 3022.380556 = -1259252.771971
  nChanged 76
		SP:Iteration 15Q (78202.580000 sec): 3 clusters
  Score: Raw -1262348.253416 + Penalty 3022.380556 = -1259325.872860
  nChanged 39
		SP:Iteration 16Q (78202.840000 sec): 3 clusters
  Score: Raw -1262385.699308 + Penalty 3022.380556 = -1259363.318752
  nChanged 21
		SP:Iteration 17Q (78203.030000 sec): 3 clusters
  Score: Raw -1262406.656847 + Penalty 3022.380556 = -1259384.276291
  nChanged 13
		SP:Iteration 18Q (78203.310000 sec): 3 clusters
  Score: Raw -1262421.934337 + Penalty 3022.380556 = -1259399.553781
  nChanged 15
		SP:Iteration 19Q (78203.530000 sec): 3 clusters
  Score: Raw -1262437.856751 + Penalty 3022.380556 = -1259415.476195
  nChanged 14
		SP:Iteration 20F (78203.750000 sec): 3 clusters
  Score: Raw -1262450.215086 + Penalty 3022.380556 = -1259427.834530
  nChanged 9
		SP:Iteration 21Q (78203.990000 sec): 3 clusters
  Score: Raw -1262463.788595 + Penalty 3022.380556 = -1259441.408039
  nChanged 7
		SP:Iteration 22Q (78204.200000 sec): 3 clusters
  Score: Raw -1262470.537583 + Penalty 3022.380556 = -1259448.157028
  nChanged 5
		SP:Iteration 23Q (78204.400000 sec): 3 clusters
  Score: Raw -1262476.588968 + Penalty 3022.380556 = -1259454.208412
  nChanged 5
		SP:Iteration 24Q (78204.600000 sec): 3 clusters
  Score: Raw -1262484.314657 + Penalty 3022.380556 = -1259461.934102
  nChanged 3
		SP:Iteration 25Q (78204.830000 sec): 3 clusters
  Score: Raw -1262488.373861 + Penalty 3022.380556 = -1259465.993305
  nChanged 4
		SP:Iteration 26Q (78205.090000 sec): 3 clusters
  Score: Raw -1262494.506733 + Penalty 3022.380556 = -1259472.126177
  nChanged 9
		SP:Iteration 27Q (78205.300000 sec): 3 clusters
  Score: Raw -1262501.916951 + Penalty 3022.380556 = -1259479.536395
  nChanged 2
		SP:Iteration 28Q (78205.510000 sec): 3 clusters
  Score: Raw -1262503.558329 + Penalty 3022.380556 = -1259481.177773
  nChanged 0
		SP:Iteration 29F (78205.750000 sec): 3 clusters
  Score: Raw -1262503.558329 + Penalty 3022.380556 = -1259481.177773
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78205.850000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78206.080000 sec): 3 clusters
  Score: Raw -415453.112449 + Penalty 2695.566133 = -412757.546316
  nChanged 1602
		SP:Iteration 1F (78206.270000 sec): 3 clusters
  Score: Raw -416372.107316 + Penalty 2695.566133 = -413676.541183
  nChanged 349
		SP:Iteration 2F (78206.430000 sec): 3 clusters
  Score: Raw -416621.197328 + Penalty 2695.566133 = -413925.631195
  nChanged 264
		SP:Iteration 3F (78206.670000 sec): 3 clusters
  Score: Raw -416825.409112 + Penalty 2695.566133 = -414129.842979
  nChanged 234
		SP:Iteration 4F (78206.870000 sec): 3 clusters
  Score: Raw -417037.640594 + Penalty 2695.566133 = -414342.074461
  nChanged 227
		SP:Iteration 5F (78207.030000 sec): 3 clusters
  Score: Raw -417249.706904 + Penalty 2695.566133 = -414554.140771
  nChanged 231
		SP:Iteration 6F (78207.260000 sec): 3 clusters
  Score: Raw -417460.171196 + Penalty 2695.566133 = -414764.605063
  nChanged 200
		SP:Iteration 7Q (78207.450000 sec): 3 clusters
  Score: Raw -417644.293371 + Penalty 2695.566133 = -414948.727238
  nChanged 185
		SP:Iteration 8Q (78207.640000 sec): 3 clusters
  Score: Raw -417783.424081 + Penalty 2695.566133 = -415087.857948
  nChanged 164
		SP:Iteration 9Q (78207.800000 sec): 3 clusters
  Score: Raw -417914.571907 + Penalty 2695.566133 = -415219.005774
  nChanged 147
		SP:Iteration 10Q (78208.000000 sec): 3 clusters
  Score: Raw -418044.495038 + Penalty 2695.566133 = -415348.928905
  nChanged 119
		SP:Iteration 11Q (78208.210000 sec): 3 clusters
  Score: Raw -418114.543958 + Penalty 2695.566133 = -415418.977825
  nChanged 109
		SP:Iteration 12Q (78208.360000 sec): 3 clusters
  Score: Raw -418179.357842 + Penalty 2695.566133 = -415483.791709
  nChanged 86
		SP:Iteration 13Q (78208.520000 sec): 3 clusters
  Score: Raw -418224.298850 + Penalty 2695.566133 = -415528.732717
  nChanged 70
		SP:Iteration 14Q (78208.720000 sec): 3 clusters
  Score: Raw -418253.868215 + Penalty 2695.566133 = -415558.302082
  nChanged 37
		SP:Iteration 15Q (78208.860000 sec): 3 clusters
  Score: Raw -418263.269597 + Penalty 2695.566133 = -415567.703464
  nChanged 27
		SP:Iteration 16Q (78209.020000 sec): 3 clusters
  Score: Raw -418270.807815 + Penalty 2695.566133 = -415575.241682
  nChanged 14
		SP:Iteration 17Q (78209.150000 sec): 3 clusters
  Score: Raw -418275.198628 + Penalty 2695.566133 = -415579.632495
  nChanged 17
		SP:Iteration 18Q (78209.330000 sec): 3 clusters
  Score: Raw -418279.223067 + Penalty 2695.566133 = -415583.656934
  nChanged 11
		SP:Iteration 19Q (78209.530000 sec): 3 clusters
  Score: Raw -418282.093548 + Penalty 2695.566133 = -415586.527415
  nChanged 12
		SP:Iteration 20F (78209.730000 sec): 3 clusters
  Score: Raw -418285.138008 + Penalty 2695.566133 = -415589.571875
  nChanged 8
		SP:Iteration 21Q (78209.930000 sec): 3 clusters
  Score: Raw -418286.986834 + Penalty 2695.566133 = -415591.420701
  nChanged 5
		SP:Iteration 22Q (78210.100000 sec): 3 clusters
  Score: Raw -418288.159605 + Penalty 2695.566133 = -415592.593472
  nChanged 4
		SP:Iteration 23Q (78210.240000 sec): 3 clusters
  Score: Raw -418288.720967 + Penalty 2695.566133 = -415593.154834
  nChanged 3
		SP:Iteration 24Q (78210.370000 sec): 3 clusters
  Score: Raw -418289.226125 + Penalty 2695.566133 = -415593.659991
  nChanged 0
		SP:Iteration 25F (78210.560000 sec): 3 clusters
  Score: Raw -418289.226125 + Penalty 2695.566133 = -415593.659991
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78210.780000 sec): 2 clusters
  Score: Raw -1998725.594015 + Penalty 1608.510355 = -1997117.083660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78211.050000 sec): 3 clusters
  Score: Raw -1986923.905296 + Penalty 3217.020710 = -1983706.884586
  nChanged 8964
		SP:Iteration 1F (78211.370000 sec): 3 clusters
  Score: Raw -1992545.193393 + Penalty 3217.020710 = -1989328.172683
  nChanged 1482
		SP:Iteration 2F (78211.620000 sec): 3 clusters
  Score: Raw -1993594.061024 + Penalty 3217.020710 = -1990377.040314
  nChanged 1492
		SP:Iteration 3F (78211.880000 sec): 3 clusters
  Score: Raw -1994638.004968 + Penalty 3217.020710 = -1991420.984259
  nChanged 1357
		SP:Iteration 4F (78212.210000 sec): 3 clusters
  Score: Raw -1995492.448958 + Penalty 3217.020710 = -1992275.428249
  nChanged 1124
		SP:Iteration 5F (78212.460000 sec): 3 clusters
  Score: Raw -1996136.360201 + Penalty 3217.020710 = -1992919.339491
  nChanged 930
		SP:Iteration 6Q (78212.810000 sec): 3 clusters
  Score: Raw -1996614.797079 + Penalty 3217.020710 = -1993397.776369
  nChanged 754
		SP:Iteration 7Q (78213.110000 sec): 3 clusters
  Score: Raw -1996906.124414 + Penalty 3217.020710 = -1993689.103704
  nChanged 546
		SP:Iteration 8Q (78213.400000 sec): 3 clusters
  Score: Raw -1997091.549530 + Penalty 3217.020710 = -1993874.528820
  nChanged 459
		SP:Iteration 9Q (78213.710000 sec): 3 clusters
  Score: Raw -1997242.976987 + Penalty 3217.020710 = -1994025.956277
  nChanged 414
		SP:Iteration 10Q (78214.030000 sec): 3 clusters
  Score: Raw -1997367.184638 + Penalty 3217.020710 = -1994150.163928
  nChanged 351
		SP:Iteration 11Q (78214.330000 sec): 3 clusters
  Score: Raw -1997470.636162 + Penalty 3217.020710 = -1994253.615452
  nChanged 308
		SP:Iteration 12Q (78214.580000 sec): 3 clusters
  Score: Raw -1997579.592019 + Penalty 3217.020710 = -1994362.571309
  nChanged 359
		SP:Iteration 13Q (78214.860000 sec): 3 clusters
  Score: Raw -1997706.428759 + Penalty 3217.020710 = -1994489.408050
  nChanged 346
		SP:Iteration 14Q (78215.190000 sec): 3 clusters
  Score: Raw -1997829.226779 + Penalty 3217.020710 = -1994612.206069
  nChanged 348
		SP:Iteration 15Q (78215.510000 sec): 3 clusters
  Score: Raw -1997951.167123 + Penalty 3217.020710 = -1994734.146413
  nChanged 309
		SP:Iteration 16Q (78215.770000 sec): 3 clusters
  Score: Raw -1998048.619399 + Penalty 3217.020710 = -1994831.598690
  nChanged 253
		SP:Iteration 17Q (78216.050000 sec): 3 clusters
  Score: Raw -1998129.139986 + Penalty 3217.020710 = -1994912.119276
  nChanged 271
		SP:Iteration 18Q (78216.310000 sec): 3 clusters
  Score: Raw -1998217.814690 + Penalty 3217.020710 = -1995000.793980
  nChanged 252
		SP:Iteration 19Q (78216.630000 sec): 3 clusters
  Score: Raw -1998295.708570 + Penalty 3217.020710 = -1995078.687861
  nChanged 239
		SP:Iteration 20F (78216.870000 sec): 3 clusters
  Score: Raw -1998367.228608 + Penalty 3217.020710 = -1995150.207898
  nChanged 224
		SP:Iteration 21Q (78217.130000 sec): 3 clusters
  Score: Raw -1998435.041600 + Penalty 3217.020710 = -1995218.020890
  nChanged 205
		SP:Iteration 22Q (78217.430000 sec): 3 clusters
  Score: Raw -1998493.730711 + Penalty 3217.020710 = -1995276.710001
  nChanged 187
		SP:Iteration 23Q (78217.690000 sec): 3 clusters
  Score: Raw -1998546.932600 + Penalty 3217.020710 = -1995329.911891
  nChanged 192
		SP:Iteration 24Q (78218.010000 sec): 3 clusters
  Score: Raw -1998604.798455 + Penalty 3217.020710 = -1995387.777745
  nChanged 193
		SP:Iteration 25Q (78218.260000 sec): 3 clusters
  Score: Raw -1998660.781783 + Penalty 3217.020710 = -1995443.761073
  nChanged 170
		SP:Iteration 26Q (78218.570000 sec): 3 clusters
  Score: Raw -1998706.272857 + Penalty 3217.020710 = -1995489.252147
  nChanged 138
		SP:Iteration 27Q (78218.850000 sec): 3 clusters
  Score: Raw -1998741.647630 + Penalty 3217.020710 = -1995524.626920
  nChanged 120
		SP:Iteration 28Q (78219.200000 sec): 3 clusters
  Score: Raw -1998770.600222 + Penalty 3217.020710 = -1995553.579512
  nChanged 133
		SP:Iteration 29Q (78219.500000 sec): 3 clusters
  Score: Raw -1998804.983687 + Penalty 3217.020710 = -1995587.962977
  nChanged 145
		SP:Iteration 30Q (78219.770000 sec): 3 clusters
  Score: Raw -1998850.803686 + Penalty 3217.020710 = -1995633.782976
  nChanged 157
		SP:Iteration 31Q (78220.070000 sec): 3 clusters
  Score: Raw -1998901.408392 + Penalty 3217.020710 = -1995684.387682
  nChanged 165
		SP:Iteration 32Q (78220.370000 sec): 3 clusters
  Score: Raw -1998956.860830 + Penalty 3217.020710 = -1995739.840121
  nChanged 185
		SP:Iteration 33Q (78220.650000 sec): 3 clusters
  Score: Raw -1999026.755335 + Penalty 3217.020710 = -1995809.734625
  nChanged 174
		SP:Iteration 34Q (78220.970000 sec): 3 clusters
  Score: Raw -1999088.187622 + Penalty 3217.020710 = -1995871.166912
  nChanged 157
		SP:Iteration 35Q (78221.260000 sec): 3 clusters
  Score: Raw -1999145.817411 + Penalty 3217.020710 = -1995928.796702
  nChanged 143
		SP:Iteration 36Q (78221.590000 sec): 3 clusters
  Score: Raw -1999187.486290 + Penalty 3217.020710 = -1995970.465581
  nChanged 120
		SP:Iteration 37Q (78221.870000 sec): 3 clusters
  Score: Raw -1999220.978255 + Penalty 3217.020710 = -1996003.957545
  nChanged 121
		SP:Iteration 38Q (78222.190000 sec): 3 clusters
  Score: Raw -1999258.027923 + Penalty 3217.020710 = -1996041.007213
  nChanged 123
		SP:Iteration 39Q (78222.430000 sec): 3 clusters
  Score: Raw -1999294.064907 + Penalty 3217.020710 = -1996077.044198
  nChanged 97
		SP:Iteration 40F (78222.790000 sec): 3 clusters
  Score: Raw -1999322.799532 + Penalty 3217.020710 = -1996105.778822
  nChanged 97
		SP:Iteration 41Q (78223.060000 sec): 3 clusters
  Score: Raw -1999353.148141 + Penalty 3217.020710 = -1996136.127431
  nChanged 81
		SP:Iteration 42Q (78223.310000 sec): 3 clusters
  Score: Raw -1999379.779964 + Penalty 3217.020710 = -1996162.759254
  nChanged 81
		SP:Iteration 43Q (78223.600000 sec): 3 clusters
  Score: Raw -1999409.314745 + Penalty 3217.020710 = -1996192.294035
  nChanged 80
		SP:Iteration 44Q (78223.860000 sec): 3 clusters
  Score: Raw -1999433.813228 + Penalty 3217.020710 = -1996216.792518
  nChanged 62
		SP:Iteration 45Q (78224.130000 sec): 3 clusters
  Score: Raw -1999451.265114 + Penalty 3217.020710 = -1996234.244404
  nChanged 62
		SP:Iteration 46Q (78224.440000 sec): 3 clusters
  Score: Raw -1999469.610226 + Penalty 3217.020710 = -1996252.589517
  nChanged 73
		SP:Iteration 47Q (78224.690000 sec): 3 clusters
  Score: Raw -1999493.380412 + Penalty 3217.020710 = -1996276.359702
  nChanged 74
		SP:Iteration 48Q (78224.960000 sec): 3 clusters
  Score: Raw -1999516.345072 + Penalty 3217.020710 = -1996299.324362
  nChanged 68
		SP:Iteration 49Q (78225.220000 sec): 3 clusters
  Score: Raw -1999536.482595 + Penalty 3217.020710 = -1996319.461886
  nChanged 70
		SP:Iteration 50Q (78225.500000 sec): 3 clusters
  Score: Raw -1999556.527428 + Penalty 3217.020710 = -1996339.506718
  nChanged 48
		SP:Iteration 51Q (78225.850000 sec): 3 clusters
  Score: Raw -1999567.524026 + Penalty 3217.020710 = -1996350.503317
  nChanged 43
		SP:Iteration 52Q (78226.120000 sec): 3 clusters
  Score: Raw -1999580.004840 + Penalty 3217.020710 = -1996362.984130
  nChanged 51
		SP:Iteration 53Q (78226.360000 sec): 3 clusters
  Score: Raw -1999596.261779 + Penalty 3217.020710 = -1996379.241069
  nChanged 55
		SP:Iteration 54Q (78226.640000 sec): 3 clusters
  Score: Raw -1999616.304057 + Penalty 3217.020710 = -1996399.283348
  nChanged 54
		SP:Iteration 55Q (78226.970000 sec): 3 clusters
  Score: Raw -1999633.324105 + Penalty 3217.020710 = -1996416.303395
  nChanged 54
		SP:Iteration 56Q (78227.270000 sec): 3 clusters
  Score: Raw -1999650.806951 + Penalty 3217.020710 = -1996433.786242
  nChanged 52
		SP:Iteration 57Q (78227.530000 sec): 3 clusters
  Score: Raw -1999667.329545 + Penalty 3217.020710 = -1996450.308835
  nChanged 50
		SP:Iteration 58Q (78227.840000 sec): 3 clusters
  Score: Raw -1999683.125629 + Penalty 3217.020710 = -1996466.104919
  nChanged 43
		SP:Iteration 59Q (78228.150000 sec): 3 clusters
  Score: Raw -1999699.772955 + Penalty 3217.020710 = -1996482.752245
  nChanged 43
		SP:Iteration 60F (78228.420000 sec): 3 clusters
  Score: Raw -1999716.209528 + Penalty 3217.020710 = -1996499.188818
  nChanged 46
		SP:Iteration 61Q (78228.690000 sec): 3 clusters
  Score: Raw -1999732.386653 + Penalty 3217.020710 = -1996515.365943
  nChanged 34
		SP:Iteration 62Q (78228.970000 sec): 3 clusters
  Score: Raw -1999745.831449 + Penalty 3217.020710 = -1996528.810740
  nChanged 40
		SP:Iteration 63Q (78229.230000 sec): 3 clusters
  Score: Raw -1999762.057277 + Penalty 3217.020710 = -1996545.036568
  nChanged 30
		SP:Iteration 64Q (78229.510000 sec): 3 clusters
  Score: Raw -1999773.097232 + Penalty 3217.020710 = -1996556.076522
  nChanged 30
		SP:Iteration 65Q (78229.800000 sec): 3 clusters
  Score: Raw -1999783.459326 + Penalty 3217.020710 = -1996566.438616
  nChanged 25
		SP:Iteration 66Q (78230.040000 sec): 3 clusters
  Score: Raw -1999792.823661 + Penalty 3217.020710 = -1996575.802951
  nChanged 31
		SP:Iteration 67Q (78230.310000 sec): 3 clusters
  Score: Raw -1999804.665680 + Penalty 3217.020710 = -1996587.644970
  nChanged 26
		SP:Iteration 68Q (78230.580000 sec): 3 clusters
  Score: Raw -1999814.056675 + Penalty 3217.020710 = -1996597.035965
  nChanged 14
		SP:Iteration 69Q (78230.840000 sec): 3 clusters
  Score: Raw -1999818.501759 + Penalty 3217.020710 = -1996601.481049
  nChanged 16
		SP:Iteration 70Q (78231.120000 sec): 3 clusters
  Score: Raw -1999825.139911 + Penalty 3217.020710 = -1996608.119201
  nChanged 17
		SP:Iteration 71Q (78231.410000 sec): 3 clusters
  Score: Raw -1999833.297796 + Penalty 3217.020710 = -1996616.277086
  nChanged 12
		SP:Iteration 72Q (78231.670000 sec): 3 clusters
  Score: Raw -1999839.461332 + Penalty 3217.020710 = -1996622.440623
  nChanged 19
		SP:Iteration 73Q (78231.930000 sec): 3 clusters
  Score: Raw -1999850.165426 + Penalty 3217.020710 = -1996633.144716
  nChanged 24
		SP:Iteration 74Q (78232.240000 sec): 3 clusters
  Score: Raw -1999859.999106 + Penalty 3217.020710 = -1996642.978396
  nChanged 23
		SP:Iteration 75Q (78232.530000 sec): 3 clusters
  Score: Raw -1999872.635256 + Penalty 3217.020710 = -1996655.614546
  nChanged 29
		SP:Iteration 76Q (78232.780000 sec): 3 clusters
  Score: Raw -1999887.379311 + Penalty 3217.020710 = -1996670.358601
  nChanged 23
		SP:Iteration 77Q (78233.070000 sec): 3 clusters
  Score: Raw -1999902.218427 + Penalty 3217.020710 = -1996685.197717
  nChanged 29
		SP:Iteration 78Q (78233.370000 sec): 3 clusters
  Score: Raw -1999917.843700 + Penalty 3217.020710 = -1996700.822990
  nChanged 28
		SP:Iteration 79Q (78233.660000 sec): 3 clusters
  Score: Raw -1999936.010178 + Penalty 3217.020710 = -1996718.989468
  nChanged 27
		SP:Iteration 80F (78233.990000 sec): 3 clusters
  Score: Raw -1999951.375023 + Penalty 3217.020710 = -1996734.354313
  nChanged 22
		SP:Iteration 81Q (78234.270000 sec): 3 clusters
  Score: Raw -1999962.803415 + Penalty 3217.020710 = -1996745.782705
  nChanged 18
		SP:Iteration 82Q (78234.550000 sec): 3 clusters
  Score: Raw -1999970.476905 + Penalty 3217.020710 = -1996753.456195
  nChanged 8
		SP:Iteration 83Q (78234.850000 sec): 3 clusters
  Score: Raw -1999972.872243 + Penalty 3217.020710 = -1996755.851534
  nChanged 7
		SP:Iteration 84Q (78235.110000 sec): 3 clusters
  Score: Raw -1999977.075524 + Penalty 3217.020710 = -1996760.054814
  nChanged 9
		SP:Iteration 85Q (78235.400000 sec): 3 clusters
  Score: Raw -1999980.913036 + Penalty 3217.020710 = -1996763.892327
  nChanged 6
		SP:Iteration 86Q (78235.650000 sec): 3 clusters
  Score: Raw -1999983.592656 + Penalty 3217.020710 = -1996766.571947
  nChanged 6
		SP:Iteration 87Q (78235.920000 sec): 3 clusters
  Score: Raw -1999986.360388 + Penalty 3217.020710 = -1996769.339679
  nChanged 2
		SP:Iteration 88Q (78236.140000 sec): 3 clusters
  Score: Raw -1999986.788719 + Penalty 3217.020710 = -1996769.768010
  nChanged 1
		SP:Iteration 89Q (78236.400000 sec): 3 clusters
  Score: Raw -1999987.056322 + Penalty 3217.020710 = -1996770.035612
  nChanged 1
		SP:Iteration 90Q (78236.690000 sec): 3 clusters
  Score: Raw -1999987.570604 + Penalty 3217.020710 = -1996770.549894
  nChanged 1
		SP:Iteration 91Q (78236.980000 sec): 3 clusters
  Score: Raw -1999988.017960 + Penalty 3217.020710 = -1996770.997250
  nChanged 3
		SP:Iteration 92Q (78237.280000 sec): 3 clusters
  Score: Raw -1999988.951054 + Penalty 3217.020710 = -1996771.930344
  nChanged 4
		SP:Iteration 93Q (78237.550000 sec): 3 clusters
  Score: Raw -1999990.353577 + Penalty 3217.020710 = -1996773.332867
  nChanged 5
		SP:Iteration 94Q (78237.830000 sec): 3 clusters
  Score: Raw -1999992.481372 + Penalty 3217.020710 = -1996775.460662
  nChanged 5
		SP:Iteration 95Q (78238.050000 sec): 3 clusters
  Score: Raw -1999993.983929 + Penalty 3217.020710 = -1996776.963219
  nChanged 1
		SP:Iteration 96Q (78238.370000 sec): 3 clusters
  Score: Raw -1999994.397808 + Penalty 3217.020710 = -1996777.377098
  nChanged 1
		SP:Iteration 97Q (78238.570000 sec): 3 clusters
  Score: Raw -1999994.594972 + Penalty 3217.020710 = -1996777.574262
  nChanged 2
		SP:Iteration 98Q (78238.850000 sec): 3 clusters
  Score: Raw -1999995.300968 + Penalty 3217.020710 = -1996778.280259
  nChanged 0
		SP:Iteration 99F (78239.080000 sec): 3 clusters
  Score: Raw -1999995.300968 + Penalty 3217.020710 = -1996778.280259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78239.220000 sec): 2 clusters
  Score: Raw -416627.424500 + Penalty 1345.244592 = -415282.179908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78239.420000 sec): 3 clusters
  Score: Raw -414649.953561 + Penalty 2690.489184 = -411959.464377
  nChanged 1587
		SP:Iteration 1F (78239.610000 sec): 3 clusters
  Score: Raw -415566.650360 + Penalty 2690.489184 = -412876.161176
  nChanged 336
		SP:Iteration 2F (78239.820000 sec): 3 clusters
  Score: Raw -415792.949364 + Penalty 2690.489184 = -413102.460179
  nChanged 270
		SP:Iteration 3F (78240.000000 sec): 3 clusters
  Score: Raw -416016.077050 + Penalty 2690.489184 = -413325.587866
  nChanged 248
		SP:Iteration 4F (78240.210000 sec): 3 clusters
  Score: Raw -416231.507156 + Penalty 2690.489184 = -413541.017972
  nChanged 233
		SP:Iteration 5F (78240.370000 sec): 3 clusters
  Score: Raw -416434.332496 + Penalty 2690.489184 = -413743.843312
  nChanged 221
		SP:Iteration 6F (78240.530000 sec): 3 clusters
  Score: Raw -416630.936839 + Penalty 2690.489184 = -413940.447655
  nChanged 201
		SP:Iteration 7F (78240.720000 sec): 3 clusters
  Score: Raw -416795.517940 + Penalty 2690.489184 = -414105.028756
  nChanged 141
		SP:Iteration 8Q (78240.930000 sec): 3 clusters
  Score: Raw -416905.757050 + Penalty 2690.489184 = -414215.267866
  nChanged 117
		SP:Iteration 9Q (78241.130000 sec): 3 clusters
  Score: Raw -416988.437115 + Penalty 2690.489184 = -414297.947931
  nChanged 95
		SP:Iteration 10Q (78241.310000 sec): 3 clusters
  Score: Raw -417061.590765 + Penalty 2690.489184 = -414371.101581
  nChanged 86
		SP:Iteration 11Q (78241.510000 sec): 3 clusters
  Score: Raw -417135.836834 + Penalty 2690.489184 = -414445.347650
  nChanged 89
		SP:Iteration 12Q (78241.680000 sec): 3 clusters
  Score: Raw -417201.995185 + Penalty 2690.489184 = -414511.506001
  nChanged 76
		SP:Iteration 13Q (78241.870000 sec): 3 clusters
  Score: Raw -417254.135941 + Penalty 2690.489184 = -414563.646757
  nChanged 68
		SP:Iteration 14Q (78242.100000 sec): 3 clusters
  Score: Raw -417301.643191 + Penalty 2690.489184 = -414611.154007
  nChanged 59
		SP:Iteration 15Q (78242.270000 sec): 3 clusters
  Score: Raw -417340.188887 + Penalty 2690.489184 = -414649.699703
  nChanged 57
		SP:Iteration 16Q (78242.450000 sec): 3 clusters
  Score: Raw -417369.526276 + Penalty 2690.489184 = -414679.037092
  nChanged 45
		SP:Iteration 17Q (78242.650000 sec): 3 clusters
  Score: Raw -417395.078771 + Penalty 2690.489184 = -414704.589587
  nChanged 46
		SP:Iteration 18Q (78242.790000 sec): 3 clusters
  Score: Raw -417416.247831 + Penalty 2690.489184 = -414725.758647
  nChanged 39
		SP:Iteration 19Q (78242.950000 sec): 3 clusters
  Score: Raw -417430.444581 + Penalty 2690.489184 = -414739.955397
  nChanged 32
		SP:Iteration 20F (78243.180000 sec): 3 clusters
  Score: Raw -417443.776744 + Penalty 2690.489184 = -414753.287560
  nChanged 26
		SP:Iteration 21Q (78243.390000 sec): 3 clusters
  Score: Raw -417452.460084 + Penalty 2690.489184 = -414761.970900
  nChanged 20
		SP:Iteration 22Q (78243.570000 sec): 3 clusters
  Score: Raw -417457.832691 + Penalty 2690.489184 = -414767.343507
  nChanged 19
		SP:Iteration 23Q (78243.760000 sec): 3 clusters
  Score: Raw -417462.552625 + Penalty 2690.489184 = -414772.063441
  nChanged 18
		SP:Iteration 24Q (78243.950000 sec): 3 clusters
  Score: Raw -417468.378090 + Penalty 2690.489184 = -414777.888906
  nChanged 19
		SP:Iteration 25Q (78244.150000 sec): 3 clusters
  Score: Raw -417474.175955 + Penalty 2690.489184 = -414783.686770
  nChanged 15
		SP:Iteration 26Q (78244.350000 sec): 3 clusters
  Score: Raw -417477.532223 + Penalty 2690.489184 = -414787.043039
  nChanged 7
		SP:Iteration 27Q (78244.510000 sec): 3 clusters
  Score: Raw -417479.310215 + Penalty 2690.489184 = -414788.821031
  nChanged 8
		SP:Iteration 28Q (78244.720000 sec): 3 clusters
  Score: Raw -417481.547498 + Penalty 2690.489184 = -414791.058313
  nChanged 9
		SP:Iteration 29Q (78244.940000 sec): 3 clusters
  Score: Raw -417483.586187 + Penalty 2690.489184 = -414793.097002
  nChanged 13
		SP:Iteration 30Q (78245.130000 sec): 3 clusters
  Score: Raw -417487.393036 + Penalty 2690.489184 = -414796.903851
  nChanged 9
		SP:Iteration 31Q (78245.330000 sec): 3 clusters
  Score: Raw -417490.501654 + Penalty 2690.489184 = -414800.012469
  nChanged 10
		SP:Iteration 32Q (78245.520000 sec): 3 clusters
  Score: Raw -417493.543941 + Penalty 2690.489184 = -414803.054757
  nChanged 9
		SP:Iteration 33Q (78245.700000 sec): 3 clusters
  Score: Raw -417496.769149 + Penalty 2690.489184 = -414806.279964
  nChanged 15
		SP:Iteration 34Q (78245.850000 sec): 3 clusters
  Score: Raw -417500.117103 + Penalty 2690.489184 = -414809.627918
  nChanged 5
		SP:Iteration 35Q (78246.070000 sec): 3 clusters
  Score: Raw -417501.029686 + Penalty 2690.489184 = -414810.540502
  nChanged 2
		SP:Iteration 36Q (78246.230000 sec): 3 clusters
  Score: Raw -417501.771574 + Penalty 2690.489184 = -414811.282390
  nChanged 1
		SP:Iteration 37Q (78246.400000 sec): 3 clusters
  Score: Raw -417502.015698 + Penalty 2690.489184 = -414811.526513
  nChanged 2
		SP:Iteration 38Q (78246.610000 sec): 3 clusters
  Score: Raw -417502.650206 + Penalty 2690.489184 = -414812.161021
  nChanged 3
		SP:Iteration 39Q (78246.790000 sec): 3 clusters
  Score: Raw -417503.338044 + Penalty 2690.489184 = -414812.848859
  nChanged 2
		SP:Iteration 40F (78247.010000 sec): 3 clusters
  Score: Raw -417504.400939 + Penalty 2690.489184 = -414813.911755
  nChanged 5
		SP:Iteration 41Q (78247.180000 sec): 3 clusters
  Score: Raw -417505.354414 + Penalty 2690.489184 = -414814.865229
  nChanged 8
		SP:Iteration 42Q (78247.370000 sec): 3 clusters
  Score: Raw -417506.515040 + Penalty 2690.489184 = -414816.025856
  nChanged 2
		SP:Iteration 43Q (78247.560000 sec): 3 clusters
  Score: Raw -417506.733287 + Penalty 2690.489184 = -414816.244102
  nChanged 0
		SP:Iteration 44F (78247.730000 sec): 3 clusters
  Score: Raw -417506.733287 + Penalty 2690.489184 = -414816.244102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78247.900000 sec): 2 clusters
  Score: Raw -954915.618388 + Penalty 1475.519140 = -953440.099248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78248.120000 sec): 3 clusters
  Score: Raw -949994.213362 + Penalty 2951.038280 = -947043.175082
  nChanged 3774
		SP:Iteration 1F (78248.320000 sec): 3 clusters
  Score: Raw -952043.269763 + Penalty 2951.038280 = -949092.231483
  nChanged 537
		SP:Iteration 2F (78248.520000 sec): 3 clusters
  Score: Raw -952296.221151 + Penalty 2951.038280 = -949345.182871
  nChanged 458
		SP:Iteration 3F (78248.730000 sec): 3 clusters
  Score: Raw -952524.316398 + Penalty 2951.038280 = -949573.278117
  nChanged 435
		SP:Iteration 4Q (78248.980000 sec): 3 clusters
  Score: Raw -952751.306831 + Penalty 2951.038280 = -949800.268551
  nChanged 407
		SP:Iteration 5Q (78249.240000 sec): 3 clusters
  Score: Raw -953003.261707 + Penalty 2951.038280 = -950052.223427
  nChanged 414
		SP:Iteration 6Q (78249.420000 sec): 3 clusters
  Score: Raw -953300.652955 + Penalty 2951.038280 = -950349.614674
  nChanged 418
		SP:Iteration 7Q (78249.620000 sec): 3 clusters
  Score: Raw -953585.216054 + Penalty 2951.038280 = -950634.177774
  nChanged 378
		SP:Iteration 8Q (78249.840000 sec): 3 clusters
  Score: Raw -953828.358036 + Penalty 2951.038280 = -950877.319756
  nChanged 323
		SP:Iteration 9Q (78250.030000 sec): 3 clusters
  Score: Raw -954014.288980 + Penalty 2951.038280 = -951063.250700
  nChanged 307
		SP:Iteration 10Q (78250.270000 sec): 3 clusters
  Score: Raw -954176.502885 + Penalty 2951.038280 = -951225.464605
  nChanged 245
		SP:Iteration 11Q (78250.430000 sec): 3 clusters
  Score: Raw -954303.940796 + Penalty 2951.038280 = -951352.902516
  nChanged 231
		SP:Iteration 12Q (78250.610000 sec): 3 clusters
  Score: Raw -954451.196807 + Penalty 2951.038280 = -951500.158526
  nChanged 225
		SP:Iteration 13Q (78250.770000 sec): 3 clusters
  Score: Raw -954607.002163 + Penalty 2951.038280 = -951655.963883
  nChanged 211
		SP:Iteration 14Q (78250.960000 sec): 3 clusters
  Score: Raw -954756.145615 + Penalty 2951.038280 = -951805.107335
  nChanged 179
		SP:Iteration 15Q (78251.160000 sec): 3 clusters
  Score: Raw -954883.391894 + Penalty 2951.038280 = -951932.353614
  nChanged 149
		SP:Iteration 16Q (78251.350000 sec): 3 clusters
  Score: Raw -954977.740553 + Penalty 2951.038280 = -952026.702273
  nChanged 135
		SP:Iteration 17Q (78251.540000 sec): 3 clusters
  Score: Raw -955042.832641 + Penalty 2951.038280 = -952091.794361
  nChanged 105
		SP:Iteration 18Q (78251.730000 sec): 3 clusters
  Score: Raw -955092.945854 + Penalty 2951.038280 = -952141.907574
  nChanged 86
		SP:Iteration 19Q (78251.900000 sec): 3 clusters
  Score: Raw -955126.569870 + Penalty 2951.038280 = -952175.531590
  nChanged 73
		SP:Iteration 20F (78252.110000 sec): 3 clusters
  Score: Raw -955153.328946 + Penalty 2951.038280 = -952202.290666
  nChanged 61
		SP:Iteration 21Q (78252.300000 sec): 3 clusters
  Score: Raw -955173.950579 + Penalty 2951.038280 = -952222.912299
  nChanged 59
		SP:Iteration 22Q (78252.490000 sec): 3 clusters
  Score: Raw -955193.714363 + Penalty 2951.038280 = -952242.676083
  nChanged 46
		SP:Iteration 23Q (78252.670000 sec): 3 clusters
  Score: Raw -955208.709111 + Penalty 2951.038280 = -952257.670831
  nChanged 34
		SP:Iteration 24Q (78252.870000 sec): 3 clusters
  Score: Raw -955220.630813 + Penalty 2951.038280 = -952269.592533
  nChanged 30
		SP:Iteration 25Q (78253.110000 sec): 3 clusters
  Score: Raw -955232.065536 + Penalty 2951.038280 = -952281.027256
  nChanged 33
		SP:Iteration 26Q (78253.340000 sec): 3 clusters
  Score: Raw -955240.110969 + Penalty 2951.038280 = -952289.072689
  nChanged 26
		SP:Iteration 27Q (78253.490000 sec): 3 clusters
  Score: Raw -955247.089318 + Penalty 2951.038280 = -952296.051038
  nChanged 25
		SP:Iteration 28Q (78253.680000 sec): 3 clusters
  Score: Raw -955253.580586 + Penalty 2951.038280 = -952302.542306
  nChanged 19
		SP:Iteration 29Q (78253.850000 sec): 3 clusters
  Score: Raw -955257.437625 + Penalty 2951.038280 = -952306.399345
  nChanged 14
		SP:Iteration 30Q (78254.000000 sec): 3 clusters
  Score: Raw -955259.933650 + Penalty 2951.038280 = -952308.895370
  nChanged 11
		SP:Iteration 31Q (78254.190000 sec): 3 clusters
  Score: Raw -955263.683030 + Penalty 2951.038280 = -952312.644750
  nChanged 15
		SP:Iteration 32Q (78254.360000 sec): 3 clusters
  Score: Raw -955268.743566 + Penalty 2951.038280 = -952317.705286
  nChanged 23
		SP:Iteration 33Q (78254.550000 sec): 3 clusters
  Score: Raw -955278.382360 + Penalty 2951.038280 = -952327.344080
  nChanged 25
		SP:Iteration 34Q (78254.730000 sec): 3 clusters
  Score: Raw -955287.999615 + Penalty 2951.038280 = -952336.961335
  nChanged 21
		SP:Iteration 35Q (78254.950000 sec): 3 clusters
  Score: Raw -955293.934761 + Penalty 2951.038280 = -952342.896481
  nChanged 21
		SP:Iteration 36Q (78255.200000 sec): 3 clusters
  Score: Raw -955300.129296 + Penalty 2951.038280 = -952349.091015
  nChanged 26
		SP:Iteration 37Q (78255.360000 sec): 3 clusters
  Score: Raw -955307.515272 + Penalty 2951.038280 = -952356.476992
  nChanged 24
		SP:Iteration 38Q (78255.520000 sec): 3 clusters
  Score: Raw -955315.039282 + Penalty 2951.038280 = -952364.001002
  nChanged 29
		SP:Iteration 39Q (78255.730000 sec): 3 clusters
  Score: Raw -955324.223161 + Penalty 2951.038280 = -952373.184881
  nChanged 28
		SP:Iteration 40F (78255.960000 sec): 3 clusters
  Score: Raw -955331.684249 + Penalty 2951.038280 = -952380.645969
  nChanged 15
		SP:Iteration 41Q (78256.160000 sec): 3 clusters
  Score: Raw -955334.991426 + Penalty 2951.038280 = -952383.953146
  nChanged 7
		SP:Iteration 42Q (78256.380000 sec): 3 clusters
  Score: Raw -955337.400521 + Penalty 2951.038280 = -952386.362241
  nChanged 10
		SP:Iteration 43Q (78256.640000 sec): 3 clusters
  Score: Raw -955340.770760 + Penalty 2951.038280 = -952389.732480
  nChanged 13
		SP:Iteration 44Q (78256.840000 sec): 3 clusters
  Score: Raw -955344.812219 + Penalty 2951.038280 = -952393.773939
  nChanged 17
		SP:Iteration 45Q (78257.050000 sec): 3 clusters
  Score: Raw -955349.724229 + Penalty 2951.038280 = -952398.685949
  nChanged 4
		SP:Iteration 46Q (78257.260000 sec): 3 clusters
  Score: Raw -955350.301969 + Penalty 2951.038280 = -952399.263689
  nChanged 7
		SP:Iteration 47Q (78257.470000 sec): 3 clusters
  Score: Raw -955351.618898 + Penalty 2951.038280 = -952400.580618
  nChanged 1
		SP:Iteration 48Q (78257.650000 sec): 3 clusters
  Score: Raw -955351.666829 + Penalty 2951.038280 = -952400.628548
  nChanged 0
		SP:Iteration 49F (78257.860000 sec): 3 clusters
  Score: Raw -955351.666829 + Penalty 2951.038280 = -952400.628548
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78257.960000 sec): 2 clusters
  Score: Raw -429753.195421 + Penalty 1365.617582 = -428387.577839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78258.130000 sec): 3 clusters
  Score: Raw -427486.365741 + Penalty 2731.235164 = -424755.130577
  nChanged 1818
		SP:Iteration 1F (78258.310000 sec): 3 clusters
  Score: Raw -428658.966218 + Penalty 2731.235164 = -425927.731054
  nChanged 418
		SP:Iteration 2F (78258.500000 sec): 3 clusters
  Score: Raw -429016.983224 + Penalty 2731.235164 = -426285.748060
  nChanged 335
		SP:Iteration 3F (78258.650000 sec): 3 clusters
  Score: Raw -429321.147414 + Penalty 2731.235164 = -426589.912250
  nChanged 292
		SP:Iteration 4F (78258.830000 sec): 3 clusters
  Score: Raw -429584.415247 + Penalty 2731.235164 = -426853.180083
  nChanged 279
		SP:Iteration 5F (78258.960000 sec): 3 clusters
  Score: Raw -429857.789829 + Penalty 2731.235164 = -427126.554666
  nChanged 241
		SP:Iteration 6F (78259.180000 sec): 3 clusters
  Score: Raw -430128.496246 + Penalty 2731.235164 = -427397.261082
  nChanged 218
		SP:Iteration 7Q (78259.360000 sec): 3 clusters
  Score: Raw -430328.356296 + Penalty 2731.235164 = -427597.121132
  nChanged 184
		SP:Iteration 8Q (78259.540000 sec): 3 clusters
  Score: Raw -430479.045987 + Penalty 2731.235164 = -427747.810824
  nChanged 139
		SP:Iteration 9Q (78259.770000 sec): 3 clusters
  Score: Raw -430584.752841 + Penalty 2731.235164 = -427853.517677
  nChanged 110
		SP:Iteration 10Q (78259.910000 sec): 3 clusters
  Score: Raw -430663.616594 + Penalty 2731.235164 = -427932.381430
  nChanged 105
		SP:Iteration 11Q (78260.080000 sec): 3 clusters
  Score: Raw -430736.188666 + Penalty 2731.235164 = -428004.953503
  nChanged 95
		SP:Iteration 12Q (78260.280000 sec): 3 clusters
  Score: Raw -430809.027352 + Penalty 2731.235164 = -428077.792188
  nChanged 93
		SP:Iteration 13Q (78260.500000 sec): 3 clusters
  Score: Raw -430871.443340 + Penalty 2731.235164 = -428140.208176
  nChanged 70
		SP:Iteration 14Q (78260.650000 sec): 3 clusters
  Score: Raw -430916.866308 + Penalty 2731.235164 = -428185.631144
  nChanged 63
		SP:Iteration 15Q (78260.800000 sec): 3 clusters
  Score: Raw -430956.355868 + Penalty 2731.235164 = -428225.120705
  nChanged 44
		SP:Iteration 16Q (78260.990000 sec): 3 clusters
  Score: Raw -430981.384566 + Penalty 2731.235164 = -428250.149402
  nChanged 37
		SP:Iteration 17Q (78261.140000 sec): 3 clusters
  Score: Raw -431000.710691 + Penalty 2731.235164 = -428269.475527
  nChanged 19
		SP:Iteration 18Q (78261.310000 sec): 3 clusters
  Score: Raw -431010.021391 + Penalty 2731.235164 = -428278.786227
  nChanged 21
		SP:Iteration 19Q (78261.480000 sec): 3 clusters
  Score: Raw -431018.164264 + Penalty 2731.235164 = -428286.929100
  nChanged 11
		SP:Iteration 20F (78261.650000 sec): 3 clusters
  Score: Raw -431022.306336 + Penalty 2731.235164 = -428291.071172
  nChanged 9
		SP:Iteration 21Q (78261.880000 sec): 3 clusters
  Score: Raw -431024.838107 + Penalty 2731.235164 = -428293.602943
  nChanged 6
		SP:Iteration 22Q (78262.070000 sec): 3 clusters
  Score: Raw -431026.724948 + Penalty 2731.235164 = -428295.489784
  nChanged 7
		SP:Iteration 23Q (78262.270000 sec): 3 clusters
  Score: Raw -431030.101315 + Penalty 2731.235164 = -428298.866151
  nChanged 10
		SP:Iteration 24Q (78262.420000 sec): 3 clusters
  Score: Raw -431033.431974 + Penalty 2731.235164 = -428302.196811
  nChanged 10
		SP:Iteration 25Q (78262.610000 sec): 3 clusters
  Score: Raw -431036.208737 + Penalty 2731.235164 = -428304.973573
  nChanged 4
		SP:Iteration 26Q (78262.780000 sec): 3 clusters
  Score: Raw -431037.243344 + Penalty 2731.235164 = -428306.008180
  nChanged 2
		SP:Iteration 27Q (78262.960000 sec): 3 clusters
  Score: Raw -431037.709641 + Penalty 2731.235164 = -428306.474477
  nChanged 1
		SP:Iteration 28Q (78263.140000 sec): 3 clusters
  Score: Raw -431038.008882 + Penalty 2731.235164 = -428306.773718
  nChanged 1
		SP:Iteration 29Q (78263.330000 sec): 3 clusters
  Score: Raw -431038.252251 + Penalty 2731.235164 = -428307.017087
  nChanged 1
		SP:Iteration 30Q (78263.490000 sec): 3 clusters
  Score: Raw -431038.497711 + Penalty 2731.235164 = -428307.262547
  nChanged 0
		SP:Iteration 31F (78263.660000 sec): 3 clusters
  Score: Raw -431038.497711 + Penalty 2731.235164 = -428307.262547
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78263.750000 sec): 2 clusters
  Score: Raw -63373.026124 + Penalty 1032.585132 = -62340.440992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78263.940000 sec): 3 clusters
  Score: Raw -63260.870180 + Penalty 2065.170263 = -61195.699917
  nChanged 165
		SP:Iteration 1F (78264.110000 sec): 3 clusters
  Score: Raw -63575.732413 + Penalty 2065.170263 = -61510.562150
  nChanged 49
		SP:Iteration 2F (78264.290000 sec): 3 clusters
  Score: Raw -63769.403214 + Penalty 2065.170263 = -61704.232950
  nChanged 46
		SP:Iteration 3F (78264.490000 sec): 3 clusters
  Score: Raw -63973.018119 + Penalty 2065.170263 = -61907.847856
  nChanged 38
		SP:Iteration 4F (78264.710000 sec): 3 clusters
  Score: Raw -64048.377487 + Penalty 2065.170263 = -61983.207224
  nChanged 16
		SP:Iteration 5Q (78264.860000 sec): 3 clusters
  Score: Raw -64078.208037 + Penalty 2065.170263 = -62013.037774
  nChanged 14
		SP:Iteration 6Q (78265.030000 sec): 3 clusters
  Score: Raw -64107.737411 + Penalty 2065.170263 = -62042.567148
  nChanged 13
		SP:Iteration 7Q (78265.240000 sec): 3 clusters
  Score: Raw -64130.935835 + Penalty 2065.170263 = -62065.765572
  nChanged 7
		SP:Iteration 8Q (78265.400000 sec): 3 clusters
  Score: Raw -64140.763667 + Penalty 2065.170263 = -62075.593404
  nChanged 7
		SP:Iteration 9Q (78265.570000 sec): 3 clusters
  Score: Raw -64155.348740 + Penalty 2065.170263 = -62090.178477
  nChanged 3
		SP:Iteration 10Q (78265.740000 sec): 3 clusters
  Score: Raw -64162.077877 + Penalty 2065.170263 = -62096.907613
  nChanged 1
		SP:Iteration 11Q (78265.870000 sec): 3 clusters
  Score: Raw -64163.383300 + Penalty 2065.170263 = -62098.213037
  nChanged 2
		SP:Iteration 12Q (78266.080000 sec): 3 clusters
  Score: Raw -64166.816513 + Penalty 2065.170263 = -62101.646250
  nChanged 2
		SP:Iteration 13Q (78266.250000 sec): 3 clusters
  Score: Raw -64169.311410 + Penalty 2065.170263 = -62104.141147
  nChanged 0
		SP:Iteration 14F (78266.410000 sec): 3 clusters
  Score: Raw -64169.311410 + Penalty 2065.170263 = -62104.141147
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78266.560000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78266.740000 sec): 3 clusters
  Score: Raw -352173.714248 + Penalty 2623.247540 = -349550.466708
  nChanged 1215
		SP:Iteration 1F (78266.900000 sec): 3 clusters
  Score: Raw -352883.527686 + Penalty 2623.247540 = -350260.280146
  nChanged 244
		SP:Iteration 2F (78267.090000 sec): 3 clusters
  Score: Raw -353018.246299 + Penalty 2623.247540 = -350394.998759
  nChanged 149
		SP:Iteration 3Q (78267.270000 sec): 3 clusters
  Score: Raw -353111.246293 + Penalty 2623.247540 = -350487.998753
  nChanged 128
		SP:Iteration 4Q (78267.430000 sec): 3 clusters
  Score: Raw -353179.614873 + Penalty 2623.247540 = -350556.367333
  nChanged 109
		SP:Iteration 5Q (78267.610000 sec): 3 clusters
  Score: Raw -353234.299880 + Penalty 2623.247540 = -350611.052340
  nChanged 81
		SP:Iteration 6Q (78267.810000 sec): 3 clusters
  Score: Raw -353273.714949 + Penalty 2623.247540 = -350650.467409
  nChanged 60
		SP:Iteration 7Q (78268.050000 sec): 3 clusters
  Score: Raw -353301.831743 + Penalty 2623.247540 = -350678.584203
  nChanged 59
		SP:Iteration 8Q (78268.240000 sec): 3 clusters
  Score: Raw -353331.207919 + Penalty 2623.247540 = -350707.960379
  nChanged 61
		SP:Iteration 9Q (78268.390000 sec): 3 clusters
  Score: Raw -353365.641241 + Penalty 2623.247540 = -350742.393701
  nChanged 75
		SP:Iteration 10Q (78268.590000 sec): 3 clusters
  Score: Raw -353416.299538 + Penalty 2623.247540 = -350793.051997
  nChanged 85
		SP:Iteration 11Q (78268.750000 sec): 3 clusters
  Score: Raw -353465.887517 + Penalty 2623.247540 = -350842.639977
  nChanged 89
		SP:Iteration 12Q (78268.900000 sec): 3 clusters
  Score: Raw -353532.741392 + Penalty 2623.247540 = -350909.493852
  nChanged 102
		SP:Iteration 13Q (78269.030000 sec): 3 clusters
  Score: Raw -353607.089628 + Penalty 2623.247540 = -350983.842088
  nChanged 99
		SP:Iteration 14Q (78269.200000 sec): 3 clusters
  Score: Raw -353674.505344 + Penalty 2623.247540 = -351051.257803
  nChanged 78
		SP:Iteration 15Q (78269.430000 sec): 3 clusters
  Score: Raw -353724.207682 + Penalty 2623.247540 = -351100.960141
  nChanged 73
		SP:Iteration 16Q (78269.570000 sec): 3 clusters
  Score: Raw -353764.945315 + Penalty 2623.247540 = -351141.697775
  nChanged 42
		SP:Iteration 17Q (78269.720000 sec): 3 clusters
  Score: Raw -353789.842838 + Penalty 2623.247540 = -351166.595298
  nChanged 43
		SP:Iteration 18Q (78269.880000 sec): 3 clusters
  Score: Raw -353816.678291 + Penalty 2623.247540 = -351193.430751
  nChanged 36
		SP:Iteration 19Q (78270.070000 sec): 3 clusters
  Score: Raw -353837.156089 + Penalty 2623.247540 = -351213.908548
  nChanged 27
		SP:Iteration 20F (78270.260000 sec): 3 clusters
  Score: Raw -353852.761098 + Penalty 2623.247540 = -351229.513558
  nChanged 25
		SP:Iteration 21Q (78270.440000 sec): 3 clusters
  Score: Raw -353866.256115 + Penalty 2623.247540 = -351243.008575
  nChanged 26
		SP:Iteration 22Q (78270.600000 sec): 3 clusters
  Score: Raw -353881.036280 + Penalty 2623.247540 = -351257.788740
  nChanged 18
		SP:Iteration 23Q (78270.760000 sec): 3 clusters
  Score: Raw -353891.098727 + Penalty 2623.247540 = -351267.851187
  nChanged 17
		SP:Iteration 24Q (78270.920000 sec): 3 clusters
  Score: Raw -353904.281746 + Penalty 2623.247540 = -351281.034206
  nChanged 14
		SP:Iteration 25Q (78271.060000 sec): 3 clusters
  Score: Raw -353911.109350 + Penalty 2623.247540 = -351287.861809
  nChanged 13
		SP:Iteration 26Q (78271.250000 sec): 3 clusters
  Score: Raw -353916.981193 + Penalty 2623.247540 = -351293.733653
  nChanged 6
		SP:Iteration 27Q (78271.370000 sec): 3 clusters
  Score: Raw -353920.416684 + Penalty 2623.247540 = -351297.169143
  nChanged 4
		SP:Iteration 28Q (78271.500000 sec): 3 clusters
  Score: Raw -353922.544965 + Penalty 2623.247540 = -351299.297425
  nChanged 7
		SP:Iteration 29Q (78271.650000 sec): 3 clusters
  Score: Raw -353925.555977 + Penalty 2623.247540 = -351302.308436
  nChanged 5
		SP:Iteration 30Q (78271.840000 sec): 3 clusters
  Score: Raw -353927.002820 + Penalty 2623.247540 = -351303.755279
  nChanged 3
		SP:Iteration 31Q (78272.030000 sec): 3 clusters
  Score: Raw -353928.661211 + Penalty 2623.247540 = -351305.413671
  nChanged 2
		SP:Iteration 32Q (78272.250000 sec): 3 clusters
  Score: Raw -353929.936988 + Penalty 2623.247540 = -351306.689447
  nChanged 2
		SP:Iteration 33Q (78272.390000 sec): 3 clusters
  Score: Raw -353930.863865 + Penalty 2623.247540 = -351307.616325
  nChanged 0
		SP:Iteration 34F (78272.570000 sec): 3 clusters
  Score: Raw -353930.863865 + Penalty 2623.247540 = -351307.616325
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78272.710000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78272.880000 sec): 3 clusters
  Score: Raw -458956.522512 + Penalty 2717.555194 = -456238.967319
  nChanged 1703
		SP:Iteration 1F (78273.080000 sec): 3 clusters
  Score: Raw -459886.128637 + Penalty 2717.555194 = -457168.573443
  nChanged 323
		SP:Iteration 2F (78273.210000 sec): 3 clusters
  Score: Raw -460051.134701 + Penalty 2717.555194 = -457333.579507
  nChanged 220
		SP:Iteration 3F (78273.400000 sec): 3 clusters
  Score: Raw -460171.084739 + Penalty 2717.555194 = -457453.529546
  nChanged 177
		SP:Iteration 4Q (78273.590000 sec): 3 clusters
  Score: Raw -460264.448437 + Penalty 2717.555194 = -457546.893244
  nChanged 159
		SP:Iteration 5Q (78273.800000 sec): 3 clusters
  Score: Raw -460344.733640 + Penalty 2717.555194 = -457627.178446
  nChanged 138
		SP:Iteration 6Q (78273.960000 sec): 3 clusters
  Score: Raw -460422.916487 + Penalty 2717.555194 = -457705.361294
  nChanged 156
		SP:Iteration 7Q (78274.170000 sec): 3 clusters
  Score: Raw -460520.133305 + Penalty 2717.555194 = -457802.578111
  nChanged 158
		SP:Iteration 8Q (78274.340000 sec): 3 clusters
  Score: Raw -460620.689514 + Penalty 2717.555194 = -457903.134321
  nChanged 146
		SP:Iteration 9Q (78274.490000 sec): 3 clusters
  Score: Raw -460697.298524 + Penalty 2717.555194 = -457979.743330
  nChanged 135
		SP:Iteration 10Q (78274.710000 sec): 3 clusters
  Score: Raw -460776.923804 + Penalty 2717.555194 = -458059.368610
  nChanged 132
		SP:Iteration 11Q (78274.860000 sec): 3 clusters
  Score: Raw -460852.146097 + Penalty 2717.555194 = -458134.590903
  nChanged 128
		SP:Iteration 12Q (78275.040000 sec): 3 clusters
  Score: Raw -460917.312069 + Penalty 2717.555194 = -458199.756875
  nChanged 118
		SP:Iteration 13Q (78275.250000 sec): 3 clusters
  Score: Raw -460982.618915 + Penalty 2717.555194 = -458265.063722
  nChanged 100
		SP:Iteration 14Q (78275.450000 sec): 3 clusters
  Score: Raw -461033.470730 + Penalty 2717.555194 = -458315.915536
  nChanged 93
		SP:Iteration 15Q (78275.580000 sec): 3 clusters
  Score: Raw -461074.205208 + Penalty 2717.555194 = -458356.650014
  nChanged 69
		SP:Iteration 16Q (78275.760000 sec): 3 clusters
  Score: Raw -461105.520022 + Penalty 2717.555194 = -458387.964828
  nChanged 77
		SP:Iteration 17Q (78275.950000 sec): 3 clusters
  Score: Raw -461140.556498 + Penalty 2717.555194 = -458423.001304
  nChanged 60
		SP:Iteration 18Q (78276.130000 sec): 3 clusters
  Score: Raw -461167.610930 + Penalty 2717.555194 = -458450.055736
  nChanged 49
		SP:Iteration 19Q (78276.300000 sec): 3 clusters
  Score: Raw -461189.428265 + Penalty 2717.555194 = -458471.873071
  nChanged 59
		SP:Iteration 20F (78276.470000 sec): 3 clusters
  Score: Raw -461215.577434 + Penalty 2717.555194 = -458498.022240
  nChanged 58
		SP:Iteration 21Q (78276.670000 sec): 3 clusters
  Score: Raw -461242.201941 + Penalty 2717.555194 = -458524.646747
  nChanged 44
		SP:Iteration 22Q (78276.870000 sec): 3 clusters
  Score: Raw -461263.352798 + Penalty 2717.555194 = -458545.797604
  nChanged 49
		SP:Iteration 23Q (78277.040000 sec): 3 clusters
  Score: Raw -461287.526623 + Penalty 2717.555194 = -458569.971429
  nChanged 53
		SP:Iteration 24Q (78277.230000 sec): 3 clusters
  Score: Raw -461310.619772 + Penalty 2717.555194 = -458593.064578
  nChanged 45
		SP:Iteration 25Q (78277.420000 sec): 3 clusters
  Score: Raw -461329.840252 + Penalty 2717.555194 = -458612.285058
  nChanged 31
		SP:Iteration 26Q (78277.550000 sec): 3 clusters
  Score: Raw -461339.745333 + Penalty 2717.555194 = -458622.190139
  nChanged 25
		SP:Iteration 27Q (78277.730000 sec): 3 clusters
  Score: Raw -461348.534809 + Penalty 2717.555194 = -458630.979615
  nChanged 23
		SP:Iteration 28Q (78277.930000 sec): 3 clusters
  Score: Raw -461356.422198 + Penalty 2717.555194 = -458638.867005
  nChanged 19
		SP:Iteration 29Q (78278.110000 sec): 3 clusters
  Score: Raw -461362.754952 + Penalty 2717.555194 = -458645.199758
  nChanged 15
		SP:Iteration 30Q (78278.330000 sec): 3 clusters
  Score: Raw -461367.438936 + Penalty 2717.555194 = -458649.883742
  nChanged 18
		SP:Iteration 31Q (78278.510000 sec): 3 clusters
  Score: Raw -461373.448706 + Penalty 2717.555194 = -458655.893513
  nChanged 25
		SP:Iteration 32Q (78278.710000 sec): 3 clusters
  Score: Raw -461382.144170 + Penalty 2717.555194 = -458664.588977
  nChanged 19
		SP:Iteration 33Q (78278.890000 sec): 3 clusters
  Score: Raw -461388.719952 + Penalty 2717.555194 = -458671.164758
  nChanged 24
		SP:Iteration 34Q (78279.060000 sec): 3 clusters
  Score: Raw -461398.554207 + Penalty 2717.555194 = -458680.999013
  nChanged 30
		SP:Iteration 35Q (78279.300000 sec): 3 clusters
  Score: Raw -461409.566651 + Penalty 2717.555194 = -458692.011457
  nChanged 29
		SP:Iteration 36Q (78279.480000 sec): 3 clusters
  Score: Raw -461420.807481 + Penalty 2717.555194 = -458703.252287
  nChanged 30
		SP:Iteration 37Q (78279.680000 sec): 3 clusters
  Score: Raw -461432.048860 + Penalty 2717.555194 = -458714.493666
  nChanged 29
		SP:Iteration 38Q (78279.870000 sec): 3 clusters
  Score: Raw -461445.750408 + Penalty 2717.555194 = -458728.195215
  nChanged 31
		SP:Iteration 39Q (78280.030000 sec): 3 clusters
  Score: Raw -461460.565357 + Penalty 2717.555194 = -458743.010163
  nChanged 23
		SP:Iteration 40F (78280.220000 sec): 3 clusters
  Score: Raw -461468.358293 + Penalty 2717.555194 = -458750.803100
  nChanged 13
		SP:Iteration 41Q (78280.380000 sec): 3 clusters
  Score: Raw -461472.329205 + Penalty 2717.555194 = -458754.774011
  nChanged 9
		SP:Iteration 42Q (78280.530000 sec): 3 clusters
  Score: Raw -461474.497321 + Penalty 2717.555194 = -458756.942128
  nChanged 8
		SP:Iteration 43Q (78280.750000 sec): 3 clusters
  Score: Raw -461476.974527 + Penalty 2717.555194 = -458759.419333
  nChanged 8
		SP:Iteration 44Q (78280.890000 sec): 3 clusters
  Score: Raw -461479.278537 + Penalty 2717.555194 = -458761.723343
  nChanged 10
		SP:Iteration 45Q (78281.070000 sec): 3 clusters
  Score: Raw -461482.369773 + Penalty 2717.555194 = -458764.814580
  nChanged 10
		SP:Iteration 46Q (78281.280000 sec): 3 clusters
  Score: Raw -461485.218324 + Penalty 2717.555194 = -458767.663130
  nChanged 4
		SP:Iteration 47Q (78281.440000 sec): 3 clusters
  Score: Raw -461486.908922 + Penalty 2717.555194 = -458769.353728
  nChanged 5
		SP:Iteration 48Q (78281.670000 sec): 3 clusters
  Score: Raw -461488.716718 + Penalty 2717.555194 = -458771.161524
  nChanged 5
		SP:Iteration 49Q (78281.860000 sec): 3 clusters
  Score: Raw -461490.073020 + Penalty 2717.555194 = -458772.517827
  nChanged 7
		SP:Iteration 50Q (78282.070000 sec): 3 clusters
  Score: Raw -461493.082853 + Penalty 2717.555194 = -458775.527659
  nChanged 6
		SP:Iteration 51Q (78282.240000 sec): 3 clusters
  Score: Raw -461494.797954 + Penalty 2717.555194 = -458777.242760
  nChanged 7
		SP:Iteration 52Q (78282.450000 sec): 3 clusters
  Score: Raw -461497.197256 + Penalty 2717.555194 = -458779.642063
  nChanged 7
		SP:Iteration 53Q (78282.640000 sec): 3 clusters
  Score: Raw -461499.474467 + Penalty 2717.555194 = -458781.919273
  nChanged 4
		SP:Iteration 54Q (78282.840000 sec): 3 clusters
  Score: Raw -461500.457407 + Penalty 2717.555194 = -458782.902214
  nChanged 5
		SP:Iteration 55Q (78283.030000 sec): 3 clusters
  Score: Raw -461501.344747 + Penalty 2717.555194 = -458783.789553
  nChanged 3
		SP:Iteration 56Q (78283.200000 sec): 3 clusters
  Score: Raw -461502.546497 + Penalty 2717.555194 = -458784.991303
  nChanged 2
		SP:Iteration 57Q (78283.390000 sec): 3 clusters
  Score: Raw -461503.512401 + Penalty 2717.555194 = -458785.957207
  nChanged 4
		SP:Iteration 58Q (78283.580000 sec): 3 clusters
  Score: Raw -461504.303085 + Penalty 2717.555194 = -458786.747891
  nChanged 2
		SP:Iteration 59Q (78283.770000 sec): 3 clusters
  Score: Raw -461504.924623 + Penalty 2717.555194 = -458787.369429
  nChanged 2
		SP:Iteration 60F (78283.950000 sec): 3 clusters
  Score: Raw -461505.433392 + Penalty 2717.555194 = -458787.878198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78284.110000 sec): 2 clusters
  Score: Raw -1914928.846372 + Penalty 1583.879488 = -1913344.966885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78284.410000 sec): 3 clusters
  Score: Raw -1904896.851696 + Penalty 3167.758976 = -1901729.092720
  nChanged 7606
		SP:Iteration 1F (78284.620000 sec): 3 clusters
  Score: Raw -1908947.871703 + Penalty 3167.758976 = -1905780.112727
  nChanged 906
		SP:Iteration 2F (78284.870000 sec): 3 clusters
  Score: Raw -1909309.734340 + Penalty 3167.758976 = -1906141.975365
  nChanged 835
		SP:Iteration 3Q (78285.170000 sec): 3 clusters
  Score: Raw -1909642.742212 + Penalty 3167.758976 = -1906474.983236
  nChanged 781
		SP:Iteration 4Q (78285.430000 sec): 3 clusters
  Score: Raw -1909955.045242 + Penalty 3167.758976 = -1906787.286266
  nChanged 743
		SP:Iteration 5Q (78285.710000 sec): 3 clusters
  Score: Raw -1910263.953461 + Penalty 3167.758976 = -1907096.194485
  nChanged 731
		SP:Iteration 6Q (78286.010000 sec): 3 clusters
  Score: Raw -1910634.006011 + Penalty 3167.758976 = -1907466.247035
  nChanged 777
		SP:Iteration 7Q (78286.270000 sec): 3 clusters
  Score: Raw -1911067.231918 + Penalty 3167.758976 = -1907899.472943
  nChanged 822
		SP:Iteration 8Q (78286.570000 sec): 3 clusters
  Score: Raw -1911619.770456 + Penalty 3167.758976 = -1908452.011481
  nChanged 889
		SP:Iteration 9F (78286.830000 sec): 3 clusters
  Score: Raw -1912255.495484 + Penalty 3167.758976 = -1909087.736508
  nChanged 804
		SP:Iteration 10Q (78287.060000 sec): 3 clusters
  Score: Raw -1912841.993363 + Penalty 3167.758976 = -1909674.234387
  nChanged 733
		SP:Iteration 11Q (78287.370000 sec): 3 clusters
  Score: Raw -1913282.258005 + Penalty 3167.758976 = -1910114.499029
  nChanged 532
		SP:Iteration 12Q (78287.580000 sec): 3 clusters
  Score: Raw -1913508.041691 + Penalty 3167.758976 = -1910340.282715
  nChanged 372
		SP:Iteration 13Q (78287.850000 sec): 3 clusters
  Score: Raw -1913644.701503 + Penalty 3167.758976 = -1910476.942527
  nChanged 268
		SP:Iteration 14Q (78288.070000 sec): 3 clusters
  Score: Raw -1913731.711027 + Penalty 3167.758976 = -1910563.952052
  nChanged 219
		SP:Iteration 15Q (78288.350000 sec): 3 clusters
  Score: Raw -1913808.329135 + Penalty 3167.758976 = -1910640.570159
  nChanged 224
		SP:Iteration 16Q (78288.610000 sec): 3 clusters
  Score: Raw -1913889.476486 + Penalty 3167.758976 = -1910721.717510
  nChanged 212
		SP:Iteration 17Q (78288.870000 sec): 3 clusters
  Score: Raw -1913969.113690 + Penalty 3167.758976 = -1910801.354714
  nChanged 231
		SP:Iteration 18Q (78289.130000 sec): 3 clusters
  Score: Raw -1914061.069391 + Penalty 3167.758976 = -1910893.310415
  nChanged 210
		SP:Iteration 19Q (78289.440000 sec): 3 clusters
  Score: Raw -1914155.041577 + Penalty 3167.758976 = -1910987.282601
  nChanged 214
		SP:Iteration 20F (78289.720000 sec): 3 clusters
  Score: Raw -1914248.849771 + Penalty 3167.758976 = -1911081.090795
  nChanged 217
		SP:Iteration 21Q (78290.000000 sec): 3 clusters
  Score: Raw -1914342.758833 + Penalty 3167.758976 = -1911174.999858
  nChanged 220
		SP:Iteration 22Q (78290.230000 sec): 3 clusters
  Score: Raw -1914431.292250 + Penalty 3167.758976 = -1911263.533275
  nChanged 181
		SP:Iteration 23Q (78290.530000 sec): 3 clusters
  Score: Raw -1914499.576185 + Penalty 3167.758976 = -1911331.817209
  nChanged 167
		SP:Iteration 24Q (78290.800000 sec): 3 clusters
  Score: Raw -1914560.491927 + Penalty 3167.758976 = -1911392.732951
  nChanged 159
		SP:Iteration 25Q (78291.110000 sec): 3 clusters
  Score: Raw -1914609.521650 + Penalty 3167.758976 = -1911441.762674
  nChanged 128
		SP:Iteration 26Q (78291.360000 sec): 3 clusters
  Score: Raw -1914645.480509 + Penalty 3167.758976 = -1911477.721534
  nChanged 115
		SP:Iteration 27Q (78291.610000 sec): 3 clusters
  Score: Raw -1914677.262232 + Penalty 3167.758976 = -1911509.503256
  nChanged 110
		SP:Iteration 28Q (78291.890000 sec): 3 clusters
  Score: Raw -1914708.430964 + Penalty 3167.758976 = -1911540.671988
  nChanged 107
		SP:Iteration 29Q (78292.180000 sec): 3 clusters
  Score: Raw -1914734.735975 + Penalty 3167.758976 = -1911566.976999
  nChanged 90
		SP:Iteration 30Q (78292.400000 sec): 3 clusters
  Score: Raw -1914757.332429 + Penalty 3167.758976 = -1911589.573453
  nChanged 87
		SP:Iteration 31Q (78292.650000 sec): 3 clusters
  Score: Raw -1914780.082151 + Penalty 3167.758976 = -1911612.323175
  nChanged 87
		SP:Iteration 32Q (78292.910000 sec): 3 clusters
  Score: Raw -1914803.742288 + Penalty 3167.758976 = -1911635.983313
  nChanged 82
		SP:Iteration 33Q (78293.190000 sec): 3 clusters
  Score: Raw -1914826.282433 + Penalty 3167.758976 = -1911658.523457
  nChanged 77
		SP:Iteration 34Q (78293.480000 sec): 3 clusters
  Score: Raw -1914843.745315 + Penalty 3167.758976 = -1911675.986339
  nChanged 59
		SP:Iteration 35Q (78293.710000 sec): 3 clusters
  Score: Raw -1914855.461088 + Penalty 3167.758976 = -1911687.702112
  nChanged 49
		SP:Iteration 36Q (78293.940000 sec): 3 clusters
  Score: Raw -1914865.587397 + Penalty 3167.758976 = -1911697.828421
  nChanged 52
		SP:Iteration 37Q (78294.190000 sec): 3 clusters
  Score: Raw -1914876.676691 + Penalty 3167.758976 = -1911708.917715
  nChanged 51
		SP:Iteration 38Q (78294.420000 sec): 3 clusters
  Score: Raw -1914887.513923 + Penalty 3167.758976 = -1911719.754947
  nChanged 46
		SP:Iteration 39Q (78294.710000 sec): 3 clusters
  Score: Raw -1914896.626693 + Penalty 3167.758976 = -1911728.867718
  nChanged 39
		SP:Iteration 40F (78295.020000 sec): 3 clusters
  Score: Raw -1914903.541053 + Penalty 3167.758976 = -1911735.782077
  nChanged 38
		SP:Iteration 41Q (78295.250000 sec): 3 clusters
  Score: Raw -1914909.966782 + Penalty 3167.758976 = -1911742.207807
  nChanged 41
		SP:Iteration 42Q (78295.470000 sec): 3 clusters
  Score: Raw -1914917.716620 + Penalty 3167.758976 = -1911749.957644
  nChanged 42
		SP:Iteration 43Q (78295.730000 sec): 3 clusters
  Score: Raw -1914927.658659 + Penalty 3167.758976 = -1911759.899683
  nChanged 51
		SP:Iteration 44Q (78295.970000 sec): 3 clusters
  Score: Raw -1914939.331147 + Penalty 3167.758976 = -1911771.572172
  nChanged 51
		SP:Iteration 45Q (78296.220000 sec): 3 clusters
  Score: Raw -1914952.897168 + Penalty 3167.758976 = -1911785.138192
  nChanged 59
		SP:Iteration 46Q (78296.510000 sec): 3 clusters
  Score: Raw -1914967.686298 + Penalty 3167.758976 = -1911799.927323
  nChanged 53
		SP:Iteration 47Q (78296.800000 sec): 3 clusters
  Score: Raw -1914983.374693 + Penalty 3167.758976 = -1911815.615717
  nChanged 51
		SP:Iteration 48Q (78297.060000 sec): 3 clusters
  Score: Raw -1914996.316485 + Penalty 3167.758976 = -1911828.557509
  nChanged 42
		SP:Iteration 49Q (78297.350000 sec): 3 clusters
  Score: Raw -1915007.144095 + Penalty 3167.758976 = -1911839.385120
  nChanged 52
		SP:Iteration 50Q (78297.590000 sec): 3 clusters
  Score: Raw -1915021.574139 + Penalty 3167.758976 = -1911853.815163
  nChanged 44
		SP:Iteration 51Q (78297.880000 sec): 3 clusters
  Score: Raw -1915033.493191 + Penalty 3167.758976 = -1911865.734215
  nChanged 42
		SP:Iteration 52Q (78298.130000 sec): 3 clusters
  Score: Raw -1915044.961389 + Penalty 3167.758976 = -1911877.202413
  nChanged 39
		SP:Iteration 53Q (78298.410000 sec): 3 clusters
  Score: Raw -1915054.212205 + Penalty 3167.758976 = -1911886.453229
  nChanged 36
		SP:Iteration 54Q (78298.660000 sec): 3 clusters
  Score: Raw -1915064.094668 + Penalty 3167.758976 = -1911896.335693
  nChanged 34
		SP:Iteration 55Q (78298.870000 sec): 3 clusters
  Score: Raw -1915072.967712 + Penalty 3167.758976 = -1911905.208737
  nChanged 36
		SP:Iteration 56Q (78299.070000 sec): 3 clusters
  Score: Raw -1915085.533007 + Penalty 3167.758976 = -1911917.774031
  nChanged 32
		SP:Iteration 57Q (78299.330000 sec): 3 clusters
  Score: Raw -1915094.811014 + Penalty 3167.758976 = -1911927.052038
  nChanged 25
		SP:Iteration 58Q (78299.640000 sec): 3 clusters
  Score: Raw -1915103.966624 + Penalty 3167.758976 = -1911936.207648
  nChanged 26
		SP:Iteration 59Q (78299.900000 sec): 3 clusters
  Score: Raw -1915112.419995 + Penalty 3167.758976 = -1911944.661019
  nChanged 35
		SP:Iteration 60F (78300.120000 sec): 3 clusters
  Score: Raw -1915123.020414 + Penalty 3167.758976 = -1911955.261438
  nChanged 32
		SP:Iteration 61Q (78300.390000 sec): 3 clusters
  Score: Raw -1915131.152847 + Penalty 3167.758976 = -1911963.393871
  nChanged 24
		SP:Iteration 62Q (78300.620000 sec): 3 clusters
  Score: Raw -1915137.206994 + Penalty 3167.758976 = -1911969.448018
  nChanged 21
		SP:Iteration 63Q (78300.890000 sec): 3 clusters
  Score: Raw -1915142.655920 + Penalty 3167.758976 = -1911974.896944
  nChanged 23
		SP:Iteration 64Q (78301.150000 sec): 3 clusters
  Score: Raw -1915147.971639 + Penalty 3167.758976 = -1911980.212663
  nChanged 22
		SP:Iteration 65Q (78301.400000 sec): 3 clusters
  Score: Raw -1915153.384131 + Penalty 3167.758976 = -1911985.625155
  nChanged 18
		SP:Iteration 66Q (78301.620000 sec): 3 clusters
  Score: Raw -1915158.535543 + Penalty 3167.758976 = -1911990.776567
  nChanged 16
		SP:Iteration 67Q (78301.890000 sec): 3 clusters
  Score: Raw -1915161.596202 + Penalty 3167.758976 = -1911993.837226
  nChanged 13
		SP:Iteration 68Q (78302.160000 sec): 3 clusters
  Score: Raw -1915165.465722 + Penalty 3167.758976 = -1911997.706746
  nChanged 15
		SP:Iteration 69Q (78302.430000 sec): 3 clusters
  Score: Raw -1915169.655743 + Penalty 3167.758976 = -1912001.896767
  nChanged 15
		SP:Iteration 70Q (78302.700000 sec): 3 clusters
  Score: Raw -1915173.392026 + Penalty 3167.758976 = -1912005.633051
  nChanged 11
		SP:Iteration 71Q (78302.960000 sec): 3 clusters
  Score: Raw -1915175.805268 + Penalty 3167.758976 = -1912008.046292
  nChanged 12
		SP:Iteration 72Q (78303.220000 sec): 3 clusters
  Score: Raw -1915178.918750 + Penalty 3167.758976 = -1912011.159774
  nChanged 19
		SP:Iteration 73Q (78303.510000 sec): 3 clusters
  Score: Raw -1915185.419662 + Penalty 3167.758976 = -1912017.660686
  nChanged 17
		SP:Iteration 74Q (78303.760000 sec): 3 clusters
  Score: Raw -1915189.851164 + Penalty 3167.758976 = -1912022.092188
  nChanged 9
		SP:Iteration 75Q (78304.020000 sec): 3 clusters
  Score: Raw -1915192.067883 + Penalty 3167.758976 = -1912024.308907
  nChanged 6
		SP:Iteration 76Q (78304.260000 sec): 3 clusters
  Score: Raw -1915193.703419 + Penalty 3167.758976 = -1912025.944443
  nChanged 4
		SP:Iteration 77Q (78304.520000 sec): 3 clusters
  Score: Raw -1915194.693398 + Penalty 3167.758976 = -1912026.934423
  nChanged 7
		SP:Iteration 78Q (78304.820000 sec): 3 clusters
  Score: Raw -1915196.835489 + Penalty 3167.758976 = -1912029.076514
  nChanged 7
		SP:Iteration 79Q (78305.100000 sec): 3 clusters
  Score: Raw -1915198.616849 + Penalty 3167.758976 = -1912030.857874
  nChanged 4
		SP:Iteration 80F (78305.330000 sec): 3 clusters
  Score: Raw -1915199.540577 + Penalty 3167.758976 = -1912031.781601
  nChanged 7
		SP:Iteration 81Q (78305.610000 sec): 3 clusters
  Score: Raw -1915200.758428 + Penalty 3167.758976 = -1912032.999453
  nChanged 8
		SP:Iteration 82Q (78305.920000 sec): 3 clusters
  Score: Raw -1915202.025410 + Penalty 3167.758976 = -1912034.266434
  nChanged 3
		SP:Iteration 83Q (78306.180000 sec): 3 clusters
  Score: Raw -1915202.456345 + Penalty 3167.758976 = -1912034.697369
  nChanged 4
		SP:Iteration 84Q (78306.460000 sec): 3 clusters
  Score: Raw -1915203.124317 + Penalty 3167.758976 = -1912035.365342
  nChanged 4
		SP:Iteration 85Q (78306.790000 sec): 3 clusters
  Score: Raw -1915204.252996 + Penalty 3167.758976 = -1912036.494020
  nChanged 12
		SP:Iteration 86Q (78307.070000 sec): 3 clusters
  Score: Raw -1915207.750139 + Penalty 3167.758976 = -1912039.991163
  nChanged 11
		SP:Iteration 87Q (78307.300000 sec): 3 clusters
  Score: Raw -1915210.185480 + Penalty 3167.758976 = -1912042.426504
  nChanged 8
		SP:Iteration 88Q (78307.610000 sec): 3 clusters
  Score: Raw -1915211.870753 + Penalty 3167.758976 = -1912044.111778
  nChanged 5
		SP:Iteration 89Q (78307.840000 sec): 3 clusters
  Score: Raw -1915212.413281 + Penalty 3167.758976 = -1912044.654306
  nChanged 3
		SP:Iteration 90Q (78308.070000 sec): 3 clusters
  Score: Raw -1915212.913760 + Penalty 3167.758976 = -1912045.154784
  nChanged 0
		SP:Iteration 91F (78308.360000 sec): 3 clusters
  Score: Raw -1915212.913760 + Penalty 3167.758976 = -1912045.154784
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78308.520000 sec): 2 clusters
  Score: Raw -477619.261603 + Penalty 1363.160137 = -476256.101465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78308.720000 sec): 3 clusters
  Score: Raw -475394.180753 + Penalty 2726.320275 = -472667.860478
  nChanged 1751
		SP:Iteration 1F (78308.870000 sec): 3 clusters
  Score: Raw -476431.258045 + Penalty 2726.320275 = -473704.937770
  nChanged 346
		SP:Iteration 2F (78309.040000 sec): 3 clusters
  Score: Raw -476648.075316 + Penalty 2726.320275 = -473921.755041
  nChanged 260
		SP:Iteration 3F (78309.250000 sec): 3 clusters
  Score: Raw -476822.133840 + Penalty 2726.320275 = -474095.813565
  nChanged 252
		SP:Iteration 4F (78309.410000 sec): 3 clusters
  Score: Raw -477011.437663 + Penalty 2726.320275 = -474285.117388
  nChanged 219
		SP:Iteration 5Q (78309.580000 sec): 3 clusters
  Score: Raw -477172.806534 + Penalty 2726.320275 = -474446.486259
  nChanged 216
		SP:Iteration 6Q (78309.760000 sec): 3 clusters
  Score: Raw -477338.573607 + Penalty 2726.320275 = -474612.253332
  nChanged 213
		SP:Iteration 7Q (78309.950000 sec): 3 clusters
  Score: Raw -477488.035552 + Penalty 2726.320275 = -474761.715277
  nChanged 168
		SP:Iteration 8Q (78310.160000 sec): 3 clusters
  Score: Raw -477600.693280 + Penalty 2726.320275 = -474874.373005
  nChanged 142
		SP:Iteration 9Q (78310.340000 sec): 3 clusters
  Score: Raw -477694.869115 + Penalty 2726.320275 = -474968.548840
  nChanged 131
		SP:Iteration 10Q (78310.520000 sec): 3 clusters
  Score: Raw -477788.207036 + Penalty 2726.320275 = -475061.886761
  nChanged 137
		SP:Iteration 11Q (78310.680000 sec): 3 clusters
  Score: Raw -477874.959306 + Penalty 2726.320275 = -475148.639031
  nChanged 117
		SP:Iteration 12Q (78310.890000 sec): 3 clusters
  Score: Raw -477953.339686 + Penalty 2726.320275 = -475227.019411
  nChanged 114
		SP:Iteration 13Q (78311.080000 sec): 3 clusters
  Score: Raw -478019.111858 + Penalty 2726.320275 = -475292.791583
  nChanged 97
		SP:Iteration 14Q (78311.290000 sec): 3 clusters
  Score: Raw -478071.156217 + Penalty 2726.320275 = -475344.835942
  nChanged 67
		SP:Iteration 15Q (78311.450000 sec): 3 clusters
  Score: Raw -478102.366474 + Penalty 2726.320275 = -475376.046199
  nChanged 60
		SP:Iteration 16Q (78311.640000 sec): 3 clusters
  Score: Raw -478126.454359 + Penalty 2726.320275 = -475400.134085
  nChanged 39
		SP:Iteration 17Q (78311.860000 sec): 3 clusters
  Score: Raw -478139.509402 + Penalty 2726.320275 = -475413.189127
  nChanged 21
		SP:Iteration 18Q (78312.000000 sec): 3 clusters
  Score: Raw -478144.822261 + Penalty 2726.320275 = -475418.501986
  nChanged 19
		SP:Iteration 19Q (78312.160000 sec): 3 clusters
  Score: Raw -478149.606699 + Penalty 2726.320275 = -475423.286424
  nChanged 10
		SP:Iteration 20F (78312.380000 sec): 3 clusters
  Score: Raw -478151.381528 + Penalty 2726.320275 = -475425.061253
  nChanged 3
		SP:Iteration 21Q (78312.550000 sec): 3 clusters
  Score: Raw -478151.837412 + Penalty 2726.320275 = -475425.517137
  nChanged 2
		SP:Iteration 22Q (78312.720000 sec): 3 clusters
  Score: Raw -478152.077374 + Penalty 2726.320275 = -475425.757099
  nChanged 0
		SP:Iteration 23F (78312.930000 sec): 3 clusters
  Score: Raw -478152.077374 + Penalty 2726.320275 = -475425.757099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78313.600000 sec): 2 clusters
  Score: Raw -10353023.538767 + Penalty 1860.757599 = -10351162.781168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78314.300000 sec): 3 clusters
  Score: Raw -10292086.826801 + Penalty 3721.515197 = -10288365.311604
  nChanged 44790
		SP:Iteration 1F (78315.010000 sec): 3 clusters
  Score: Raw -10318985.368131 + Penalty 3721.515197 = -10315263.852934
  nChanged 4647
		SP:Iteration 2Q (78315.710000 sec): 3 clusters
  Score: Raw -10321024.658576 + Penalty 3721.515197 = -10317303.143379
  nChanged 6328
		SP:Iteration 3F (78316.430000 sec): 3 clusters
  Score: Raw -10324968.951662 + Penalty 3721.515197 = -10321247.436464
  nChanged 8176
		SP:Iteration 4F (78317.210000 sec): 3 clusters
  Score: Raw -10331647.530444 + Penalty 3721.515197 = -10327926.015246
  nChanged 8867
		SP:Iteration 5F (78317.960000 sec): 3 clusters
  Score: Raw -10340382.186896 + Penalty 3721.515197 = -10336660.671699
  nChanged 7008
		SP:Iteration 6F (78318.700000 sec): 3 clusters
  Score: Raw -10347676.819808 + Penalty 3721.515197 = -10343955.304611
  nChanged 3626
		SP:Iteration 7Q (78319.450000 sec): 3 clusters
  Score: Raw -10351382.956698 + Penalty 3721.515197 = -10347661.441501
  nChanged 1324
		SP:Iteration 8Q (78320.190000 sec): 3 clusters
  Score: Raw -10352673.819601 + Penalty 3721.515197 = -10348952.304404
  nChanged 381
		SP:Iteration 9Q (78320.880000 sec): 3 clusters
  Score: Raw -10353032.981424 + Penalty 3721.515197 = -10349311.466227
  nChanged 106
		SP:Iteration 10Q (78321.580000 sec): 3 clusters
  Score: Raw -10353153.648287 + Penalty 3721.515197 = -10349432.133090
  nChanged 46
		SP:Iteration 11Q (78322.220000 sec): 3 clusters
  Score: Raw -10353212.816077 + Penalty 3721.515197 = -10349491.300880
  nChanged 23
		SP:Iteration 12Q (78322.820000 sec): 3 clusters
  Score: Raw -10353240.479514 + Penalty 3721.515197 = -10349518.964317
  nChanged 12
		SP:Iteration 13Q (78323.440000 sec): 3 clusters
  Score: Raw -10353256.771355 + Penalty 3721.515197 = -10349535.256158
  nChanged 9
		SP:Iteration 14Q (78324.110000 sec): 3 clusters
  Score: Raw -10353266.615113 + Penalty 3721.515197 = -10349545.099916
  nChanged 11
		SP:Iteration 15Q (78324.810000 sec): 3 clusters
  Score: Raw -10353278.482712 + Penalty 3721.515197 = -10349556.967515
  nChanged 8
		SP:Iteration 16Q (78325.540000 sec): 3 clusters
  Score: Raw -10353290.149976 + Penalty 3721.515197 = -10349568.634779
  nChanged 7
		SP:Iteration 17Q (78326.230000 sec): 3 clusters
  Score: Raw -10353299.125324 + Penalty 3721.515197 = -10349577.610127
  nChanged 2
		SP:Iteration 18Q (78326.790000 sec): 3 clusters
  Score: Raw -10353301.803781 + Penalty 3721.515197 = -10349580.288584
  nChanged 1
		SP:Iteration 19Q (78327.270000 sec): 3 clusters
  Score: Raw -10353302.680937 + Penalty 3721.515197 = -10349581.165739
  nChanged 3
		SP:Iteration 20F (78327.890000 sec): 3 clusters
  Score: Raw -10353307.893222 + Penalty 3721.515197 = -10349586.378024
  nChanged 1
		SP:Iteration 21Q (78328.450000 sec): 3 clusters
  Score: Raw -10353309.691111 + Penalty 3721.515197 = -10349588.175914
  nChanged 3
		SP:Iteration 22Q (78329.010000 sec): 3 clusters
  Score: Raw -10353312.234121 + Penalty 3721.515197 = -10349590.718924
  nChanged 0
		SP:Iteration 23F (78329.560000 sec): 3 clusters
  Score: Raw -10353312.234121 + Penalty 3721.515197 = -10349590.718924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78329.720000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78329.930000 sec): 3 clusters
  Score: Raw -596600.664870 + Penalty 2801.125225 = -593799.539645
  nChanged 2283
		SP:Iteration 1F (78330.130000 sec): 3 clusters
  Score: Raw -597891.601573 + Penalty 2801.125225 = -595090.476348
  nChanged 424
		SP:Iteration 2F (78330.330000 sec): 3 clusters
  Score: Raw -598126.596411 + Penalty 2801.125225 = -595325.471186
  nChanged 302
		SP:Iteration 3F (78330.520000 sec): 3 clusters
  Score: Raw -598289.499871 + Penalty 2801.125225 = -595488.374647
  nChanged 222
		SP:Iteration 4Q (78330.700000 sec): 3 clusters
  Score: Raw -598404.708235 + Penalty 2801.125225 = -595603.583010
  nChanged 195
		SP:Iteration 5Q (78330.940000 sec): 3 clusters
  Score: Raw -598504.542305 + Penalty 2801.125225 = -595703.417080
  nChanged 186
		SP:Iteration 6Q (78331.090000 sec): 3 clusters
  Score: Raw -598598.582566 + Penalty 2801.125225 = -595797.457341
  nChanged 191
		SP:Iteration 7Q (78331.320000 sec): 3 clusters
  Score: Raw -598703.473892 + Penalty 2801.125225 = -595902.348668
  nChanged 183
		SP:Iteration 8Q (78331.540000 sec): 3 clusters
  Score: Raw -598794.152776 + Penalty 2801.125225 = -595993.027552
  nChanged 156
		SP:Iteration 9Q (78331.730000 sec): 3 clusters
  Score: Raw -598880.319275 + Penalty 2801.125225 = -596079.194050
  nChanged 160
		SP:Iteration 10Q (78331.920000 sec): 3 clusters
  Score: Raw -598964.642629 + Penalty 2801.125225 = -596163.517404
  nChanged 142
		SP:Iteration 11Q (78332.140000 sec): 3 clusters
  Score: Raw -599046.283176 + Penalty 2801.125225 = -596245.157952
  nChanged 160
		SP:Iteration 12Q (78332.310000 sec): 3 clusters
  Score: Raw -599142.683274 + Penalty 2801.125225 = -596341.558050
  nChanged 146
		SP:Iteration 13Q (78332.530000 sec): 3 clusters
  Score: Raw -599242.353755 + Penalty 2801.125225 = -596441.228531
  nChanged 159
		SP:Iteration 14Q (78332.720000 sec): 3 clusters
  Score: Raw -599349.233364 + Penalty 2801.125225 = -596548.108139
  nChanged 166
		SP:Iteration 15Q (78332.890000 sec): 3 clusters
  Score: Raw -599478.496845 + Penalty 2801.125225 = -596677.371620
  nChanged 139
		SP:Iteration 16Q (78333.100000 sec): 3 clusters
  Score: Raw -599596.797054 + Penalty 2801.125225 = -596795.671829
  nChanged 133
		SP:Iteration 17Q (78333.320000 sec): 3 clusters
  Score: Raw -599715.592680 + Penalty 2801.125225 = -596914.467455
  nChanged 114
		SP:Iteration 18Q (78333.520000 sec): 3 clusters
  Score: Raw -599815.677404 + Penalty 2801.125225 = -597014.552179
  nChanged 94
		SP:Iteration 19Q (78333.700000 sec): 3 clusters
  Score: Raw -599888.519954 + Penalty 2801.125225 = -597087.394729
  nChanged 76
		SP:Iteration 20F (78333.880000 sec): 3 clusters
  Score: Raw -599942.889546 + Penalty 2801.125225 = -597141.764321
  nChanged 61
		SP:Iteration 21Q (78334.070000 sec): 3 clusters
  Score: Raw -599982.964078 + Penalty 2801.125225 = -597181.838854
  nChanged 47
		SP:Iteration 22Q (78334.270000 sec): 3 clusters
  Score: Raw -600014.524962 + Penalty 2801.125225 = -597213.399738
  nChanged 35
		SP:Iteration 23Q (78334.470000 sec): 3 clusters
  Score: Raw -600037.490728 + Penalty 2801.125225 = -597236.365504
  nChanged 31
		SP:Iteration 24Q (78334.660000 sec): 3 clusters
  Score: Raw -600058.512769 + Penalty 2801.125225 = -597257.387544
  nChanged 28
		SP:Iteration 25Q (78334.840000 sec): 3 clusters
  Score: Raw -600073.157701 + Penalty 2801.125225 = -597272.032477
  nChanged 19
		SP:Iteration 26Q (78335.000000 sec): 3 clusters
  Score: Raw -600081.983287 + Penalty 2801.125225 = -597280.858062
  nChanged 17
		SP:Iteration 27Q (78335.180000 sec): 3 clusters
  Score: Raw -600089.981400 + Penalty 2801.125225 = -597288.856175
  nChanged 8
		SP:Iteration 28Q (78335.380000 sec): 3 clusters
  Score: Raw -600094.178011 + Penalty 2801.125225 = -597293.052787
  nChanged 9
		SP:Iteration 29Q (78335.580000 sec): 3 clusters
  Score: Raw -600098.201590 + Penalty 2801.125225 = -597297.076365
  nChanged 7
		SP:Iteration 30Q (78335.790000 sec): 3 clusters
  Score: Raw -600100.365713 + Penalty 2801.125225 = -597299.240488
  nChanged 3
		SP:Iteration 31Q (78335.980000 sec): 3 clusters
  Score: Raw -600102.087004 + Penalty 2801.125225 = -597300.961780
  nChanged 6
		SP:Iteration 32Q (78336.190000 sec): 3 clusters
  Score: Raw -600106.048867 + Penalty 2801.125225 = -597304.923642
  nChanged 13
		SP:Iteration 33Q (78336.360000 sec): 3 clusters
  Score: Raw -600119.508956 + Penalty 2801.125225 = -597318.383731
  nChanged 21
		SP:Iteration 34Q (78336.550000 sec): 3 clusters
  Score: Raw -600143.935674 + Penalty 2801.125225 = -597342.810449
  nChanged 34
		SP:Iteration 35Q (78336.740000 sec): 3 clusters
  Score: Raw -600170.482666 + Penalty 2801.125225 = -597369.357441
  nChanged 28
		SP:Iteration 36Q (78336.950000 sec): 3 clusters
  Score: Raw -600191.386957 + Penalty 2801.125225 = -597390.261732
  nChanged 27
		SP:Iteration 37Q (78337.120000 sec): 3 clusters
  Score: Raw -600206.821459 + Penalty 2801.125225 = -597405.696234
  nChanged 23
		SP:Iteration 38Q (78337.310000 sec): 3 clusters
  Score: Raw -600220.650962 + Penalty 2801.125225 = -597419.525737
  nChanged 28
		SP:Iteration 39Q (78337.470000 sec): 3 clusters
  Score: Raw -600236.949795 + Penalty 2801.125225 = -597435.824570
  nChanged 19
		SP:Iteration 40F (78337.670000 sec): 3 clusters
  Score: Raw -600248.230087 + Penalty 2801.125225 = -597447.104862
  nChanged 21
		SP:Iteration 41Q (78337.860000 sec): 3 clusters
  Score: Raw -600258.609802 + Penalty 2801.125225 = -597457.484577
  nChanged 10
		SP:Iteration 42Q (78338.070000 sec): 3 clusters
  Score: Raw -600262.882086 + Penalty 2801.125225 = -597461.756861
  nChanged 13
		SP:Iteration 43Q (78338.260000 sec): 3 clusters
  Score: Raw -600267.429543 + Penalty 2801.125225 = -597466.304318
  nChanged 7
		SP:Iteration 44Q (78338.460000 sec): 3 clusters
  Score: Raw -600269.840631 + Penalty 2801.125225 = -597468.715406
  nChanged 5
		SP:Iteration 45Q (78338.640000 sec): 3 clusters
  Score: Raw -600271.518205 + Penalty 2801.125225 = -597470.392981
  nChanged 3
		SP:Iteration 46Q (78338.840000 sec): 3 clusters
  Score: Raw -600272.374892 + Penalty 2801.125225 = -597471.249668
  nChanged 3
		SP:Iteration 47Q (78339.040000 sec): 3 clusters
  Score: Raw -600273.331133 + Penalty 2801.125225 = -597472.205908
  nChanged 1
		SP:Iteration 48Q (78339.260000 sec): 3 clusters
  Score: Raw -600273.671491 + Penalty 2801.125225 = -597472.546266
  nChanged 1
		SP:Iteration 49Q (78339.410000 sec): 3 clusters
  Score: Raw -600274.127536 + Penalty 2801.125225 = -597473.002311
  nChanged 1
		SP:Iteration 50Q (78339.600000 sec): 3 clusters
  Score: Raw -600274.431804 + Penalty 2801.125225 = -597473.306579
  nChanged 1
		SP:Iteration 51Q (78339.800000 sec): 3 clusters
  Score: Raw -600274.791456 + Penalty 2801.125225 = -597473.666232
  nChanged 2
		SP:Iteration 52Q (78340.010000 sec): 3 clusters
  Score: Raw -600275.300412 + Penalty 2801.125225 = -597474.175187
  nChanged 0
		SP:Iteration 53F (78340.240000 sec): 3 clusters
  Score: Raw -600275.300412 + Penalty 2801.125225 = -597474.175187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78340.420000 sec): 2 clusters
  Score: Raw -1975945.757397 + Penalty 1592.511309 = -1974353.246088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78340.710000 sec): 3 clusters
  Score: Raw -1965218.447946 + Penalty 3185.022618 = -1962033.425329
  nChanged 8171
		SP:Iteration 1F (78340.990000 sec): 3 clusters
  Score: Raw -1969891.887130 + Penalty 3185.022618 = -1966706.864512
  nChanged 1139
		SP:Iteration 2F (78341.270000 sec): 3 clusters
  Score: Raw -1970467.743773 + Penalty 3185.022618 = -1967282.721155
  nChanged 1068
		SP:Iteration 3F (78341.480000 sec): 3 clusters
  Score: Raw -1971015.141096 + Penalty 3185.022618 = -1967830.118478
  nChanged 1008
		SP:Iteration 4F (78341.780000 sec): 3 clusters
  Score: Raw -1971554.353500 + Penalty 3185.022618 = -1968369.330883
  nChanged 1025
		SP:Iteration 5F (78342.050000 sec): 3 clusters
  Score: Raw -1972164.490153 + Penalty 3185.022618 = -1968979.467535
  nChanged 1088
		SP:Iteration 6F (78342.370000 sec): 3 clusters
  Score: Raw -1972903.492400 + Penalty 3185.022618 = -1969718.469782
  nChanged 1011
		SP:Iteration 7F (78342.620000 sec): 3 clusters
  Score: Raw -1973634.020344 + Penalty 3185.022618 = -1970448.997726
  nChanged 921
		SP:Iteration 8F (78342.910000 sec): 3 clusters
  Score: Raw -1974325.498263 + Penalty 3185.022618 = -1971140.475645
  nChanged 741
		SP:Iteration 9Q (78343.190000 sec): 3 clusters
  Score: Raw -1974865.105196 + Penalty 3185.022618 = -1971680.082578
  nChanged 548
		SP:Iteration 10Q (78343.480000 sec): 3 clusters
  Score: Raw -1975255.980437 + Penalty 3185.022618 = -1972070.957820
  nChanged 428
		SP:Iteration 11Q (78343.760000 sec): 3 clusters
  Score: Raw -1975533.010580 + Penalty 3185.022618 = -1972347.987962
  nChanged 328
		SP:Iteration 12Q (78344.010000 sec): 3 clusters
  Score: Raw -1975698.785598 + Penalty 3185.022618 = -1972513.762980
  nChanged 227
		SP:Iteration 13Q (78344.270000 sec): 3 clusters
  Score: Raw -1975821.269613 + Penalty 3185.022618 = -1972636.246995
  nChanged 232
		SP:Iteration 14Q (78344.530000 sec): 3 clusters
  Score: Raw -1975931.011389 + Penalty 3185.022618 = -1972745.988772
  nChanged 183
		SP:Iteration 15Q (78344.810000 sec): 3 clusters
  Score: Raw -1976004.396185 + Penalty 3185.022618 = -1972819.373567
  nChanged 167
		SP:Iteration 16Q (78345.090000 sec): 3 clusters
  Score: Raw -1976073.192276 + Penalty 3185.022618 = -1972888.169659
  nChanged 138
		SP:Iteration 17Q (78345.350000 sec): 3 clusters
  Score: Raw -1976125.316136 + Penalty 3185.022618 = -1972940.293518
  nChanged 113
		SP:Iteration 18Q (78345.660000 sec): 3 clusters
  Score: Raw -1976167.442084 + Penalty 3185.022618 = -1972982.419466
  nChanged 111
		SP:Iteration 19Q (78345.950000 sec): 3 clusters
  Score: Raw -1976214.905143 + Penalty 3185.022618 = -1973029.882525
  nChanged 106
		SP:Iteration 20F (78346.240000 sec): 3 clusters
  Score: Raw -1976268.830247 + Penalty 3185.022618 = -1973083.807630
  nChanged 97
		SP:Iteration 21Q (78346.500000 sec): 3 clusters
  Score: Raw -1976333.422002 + Penalty 3185.022618 = -1973148.399384
  nChanged 91
		SP:Iteration 22Q (78346.790000 sec): 3 clusters
  Score: Raw -1976391.998730 + Penalty 3185.022618 = -1973206.976112
  nChanged 94
		SP:Iteration 23Q (78347.050000 sec): 3 clusters
  Score: Raw -1976451.992052 + Penalty 3185.022618 = -1973266.969434
  nChanged 110
		SP:Iteration 24Q (78347.330000 sec): 3 clusters
  Score: Raw -1976505.913308 + Penalty 3185.022618 = -1973320.890691
  nChanged 84
		SP:Iteration 25Q (78347.590000 sec): 3 clusters
  Score: Raw -1976548.404756 + Penalty 3185.022618 = -1973363.382138
  nChanged 83
		SP:Iteration 26Q (78347.880000 sec): 3 clusters
  Score: Raw -1976590.793555 + Penalty 3185.022618 = -1973405.770937
  nChanged 63
		SP:Iteration 27Q (78348.160000 sec): 3 clusters
  Score: Raw -1976617.646892 + Penalty 3185.022618 = -1973432.624274
  nChanged 44
		SP:Iteration 28Q (78348.450000 sec): 3 clusters
  Score: Raw -1976633.743885 + Penalty 3185.022618 = -1973448.721267
  nChanged 33
		SP:Iteration 29Q (78348.730000 sec): 3 clusters
  Score: Raw -1976645.098507 + Penalty 3185.022618 = -1973460.075889
  nChanged 23
		SP:Iteration 30Q (78349.000000 sec): 3 clusters
  Score: Raw -1976653.050353 + Penalty 3185.022618 = -1973468.027735
  nChanged 25
		SP:Iteration 31Q (78349.250000 sec): 3 clusters
  Score: Raw -1976662.617725 + Penalty 3185.022618 = -1973477.595107
  nChanged 21
		SP:Iteration 32Q (78349.520000 sec): 3 clusters
  Score: Raw -1976669.942381 + Penalty 3185.022618 = -1973484.919763
  nChanged 20
		SP:Iteration 33Q (78349.840000 sec): 3 clusters
  Score: Raw -1976676.530224 + Penalty 3185.022618 = -1973491.507606
  nChanged 15
		SP:Iteration 34Q (78350.150000 sec): 3 clusters
  Score: Raw -1976680.274018 + Penalty 3185.022618 = -1973495.251400
  nChanged 8
		SP:Iteration 35Q (78350.400000 sec): 3 clusters
  Score: Raw -1976682.160845 + Penalty 3185.022618 = -1973497.138227
  nChanged 6
		SP:Iteration 36Q (78350.710000 sec): 3 clusters
  Score: Raw -1976683.862102 + Penalty 3185.022618 = -1973498.839484
  nChanged 6
		SP:Iteration 37Q (78350.980000 sec): 3 clusters
  Score: Raw -1976685.314951 + Penalty 3185.022618 = -1973500.292333
  nChanged 5
		SP:Iteration 38Q (78351.220000 sec): 3 clusters
  Score: Raw -1976686.711131 + Penalty 3185.022618 = -1973501.688514
  nChanged 7
		SP:Iteration 39Q (78351.520000 sec): 3 clusters
  Score: Raw -1976689.390752 + Penalty 3185.022618 = -1973504.368134
  nChanged 4
		SP:Iteration 40F (78351.790000 sec): 3 clusters
  Score: Raw -1976690.458464 + Penalty 3185.022618 = -1973505.435846
  nChanged 4
		SP:Iteration 41Q (78352.050000 sec): 3 clusters
  Score: Raw -1976691.173898 + Penalty 3185.022618 = -1973506.151280
  nChanged 1
		SP:Iteration 42Q (78352.300000 sec): 3 clusters
  Score: Raw -1976691.344797 + Penalty 3185.022618 = -1973506.322179
  nChanged 1
		SP:Iteration 43Q (78352.530000 sec): 3 clusters
  Score: Raw -1976691.454649 + Penalty 3185.022618 = -1973506.432031
  nChanged 0
		SP:Iteration 44F (78352.760000 sec): 3 clusters
  Score: Raw -1976691.454649 + Penalty 3185.022618 = -1973506.432031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78352.860000 sec): 2 clusters
  Score: Raw -200987.858060 + Penalty 1247.049850 = -199740.808211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78353.080000 sec): 3 clusters
  Score: Raw -200129.063143 + Penalty 2494.099699 = -197634.963443
  nChanged 764
		SP:Iteration 1F (78353.240000 sec): 3 clusters
  Score: Raw -200720.214366 + Penalty 2494.099699 = -198226.114667
  nChanged 217
		SP:Iteration 2F (78353.430000 sec): 3 clusters
  Score: Raw -200959.804277 + Penalty 2494.099699 = -198465.704578
  nChanged 152
		SP:Iteration 3F (78353.630000 sec): 3 clusters
  Score: Raw -201109.071255 + Penalty 2494.099699 = -198614.971555
  nChanged 98
		SP:Iteration 4Q (78353.820000 sec): 3 clusters
  Score: Raw -201228.424573 + Penalty 2494.099699 = -198734.324874
  nChanged 94
		SP:Iteration 5Q (78353.980000 sec): 3 clusters
  Score: Raw -201327.158871 + Penalty 2494.099699 = -198833.059172
  nChanged 76
		SP:Iteration 6Q (78354.180000 sec): 3 clusters
  Score: Raw -201392.367011 + Penalty 2494.099699 = -198898.267311
  nChanged 60
		SP:Iteration 7Q (78354.350000 sec): 3 clusters
  Score: Raw -201447.839504 + Penalty 2494.099699 = -198953.739805
  nChanged 50
		SP:Iteration 8Q (78354.570000 sec): 3 clusters
  Score: Raw -201489.573091 + Penalty 2494.099699 = -198995.473392
  nChanged 45
		SP:Iteration 9Q (78354.730000 sec): 3 clusters
  Score: Raw -201516.611839 + Penalty 2494.099699 = -199022.512140
  nChanged 29
		SP:Iteration 10Q (78354.910000 sec): 3 clusters
  Score: Raw -201530.745277 + Penalty 2494.099699 = -199036.645577
  nChanged 25
		SP:Iteration 11Q (78355.100000 sec): 3 clusters
  Score: Raw -201541.514757 + Penalty 2494.099699 = -199047.415058
  nChanged 21
		SP:Iteration 12Q (78355.260000 sec): 3 clusters
  Score: Raw -201554.701198 + Penalty 2494.099699 = -199060.601499
  nChanged 23
		SP:Iteration 13Q (78355.440000 sec): 3 clusters
  Score: Raw -201565.782241 + Penalty 2494.099699 = -199071.682542
  nChanged 17
		SP:Iteration 14Q (78355.620000 sec): 3 clusters
  Score: Raw -201578.409215 + Penalty 2494.099699 = -199084.309515
  nChanged 24
		SP:Iteration 15Q (78355.770000 sec): 3 clusters
  Score: Raw -201591.427067 + Penalty 2494.099699 = -199097.327368
  nChanged 21
		SP:Iteration 16Q (78355.940000 sec): 3 clusters
  Score: Raw -201604.164923 + Penalty 2494.099699 = -199110.065223
  nChanged 19
		SP:Iteration 17Q (78356.140000 sec): 3 clusters
  Score: Raw -201614.258091 + Penalty 2494.099699 = -199120.158392
  nChanged 12
		SP:Iteration 18Q (78356.280000 sec): 3 clusters
  Score: Raw -201619.764209 + Penalty 2494.099699 = -199125.664510
  nChanged 13
		SP:Iteration 19Q (78356.510000 sec): 3 clusters
  Score: Raw -201626.380423 + Penalty 2494.099699 = -199132.280724
  nChanged 13
		SP:Iteration 20F (78356.660000 sec): 3 clusters
  Score: Raw -201636.520622 + Penalty 2494.099699 = -199142.420923
  nChanged 10
		SP:Iteration 21Q (78356.850000 sec): 3 clusters
  Score: Raw -201639.893721 + Penalty 2494.099699 = -199145.794022
  nChanged 6
		SP:Iteration 22Q (78357.040000 sec): 3 clusters
  Score: Raw -201642.693431 + Penalty 2494.099699 = -199148.593732
  nChanged 5
		SP:Iteration 23Q (78357.230000 sec): 3 clusters
  Score: Raw -201645.507172 + Penalty 2494.099699 = -199151.407473
  nChanged 7
		SP:Iteration 24Q (78357.420000 sec): 3 clusters
  Score: Raw -201648.770360 + Penalty 2494.099699 = -199154.670660
  nChanged 5
		SP:Iteration 25Q (78357.590000 sec): 3 clusters
  Score: Raw -201650.349770 + Penalty 2494.099699 = -199156.250070
  nChanged 2
		SP:Iteration 26Q (78357.730000 sec): 3 clusters
  Score: Raw -201651.344220 + Penalty 2494.099699 = -199157.244520
  nChanged 2
		SP:Iteration 27Q (78357.890000 sec): 3 clusters
  Score: Raw -201652.723886 + Penalty 2494.099699 = -199158.624186
  nChanged 1
		SP:Iteration 28Q (78358.100000 sec): 3 clusters
  Score: Raw -201653.141100 + Penalty 2494.099699 = -199159.041401
  nChanged 1
		SP:Iteration 29Q (78358.240000 sec): 3 clusters
  Score: Raw -201653.483690 + Penalty 2494.099699 = -199159.383990
  nChanged 0
		SP:Iteration 30F (78358.400000 sec): 3 clusters
  Score: Raw -201653.483690 + Penalty 2494.099699 = -199159.383990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78358.480000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78358.700000 sec): 3 clusters
  Score: Raw -7511.213746 + Penalty 1440.015460 = -6071.198286
  nChanged 7
		SP:Iteration 1F (78358.830000 sec): 3 clusters
  Score: Raw -7570.712195 + Penalty 1440.015460 = -6130.696735
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78358.950000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78359.120000 sec): 3 clusters
  Score: Raw -330451.900345 + Penalty 2605.732077 = -327846.168268
  nChanged 1199
		SP:Iteration 1F (78359.320000 sec): 3 clusters
  Score: Raw -331210.614764 + Penalty 2605.732077 = -328604.882687
  nChanged 247
		SP:Iteration 2F (78359.480000 sec): 3 clusters
  Score: Raw -331365.450899 + Penalty 2605.732077 = -328759.718822
  nChanged 147
		SP:Iteration 3Q (78359.660000 sec): 3 clusters
  Score: Raw -331447.490247 + Penalty 2605.732077 = -328841.758170
  nChanged 96
		SP:Iteration 4Q (78359.860000 sec): 3 clusters
  Score: Raw -331499.290882 + Penalty 2605.732077 = -328893.558805
  nChanged 75
		SP:Iteration 5Q (78360.030000 sec): 3 clusters
  Score: Raw -331535.622506 + Penalty 2605.732077 = -328929.890430
  nChanged 62
		SP:Iteration 6Q (78360.240000 sec): 3 clusters
  Score: Raw -331569.537295 + Penalty 2605.732077 = -328963.805218
  nChanged 61
		SP:Iteration 7Q (78360.420000 sec): 3 clusters
  Score: Raw -331593.333226 + Penalty 2605.732077 = -328987.601149
  nChanged 41
		SP:Iteration 8Q (78360.590000 sec): 3 clusters
  Score: Raw -331608.178236 + Penalty 2605.732077 = -329002.446160
  nChanged 34
		SP:Iteration 9Q (78360.800000 sec): 3 clusters
  Score: Raw -331620.286675 + Penalty 2605.732077 = -329014.554598
  nChanged 26
		SP:Iteration 10Q (78360.980000 sec): 3 clusters
  Score: Raw -331632.882349 + Penalty 2605.732077 = -329027.150272
  nChanged 25
		SP:Iteration 11Q (78361.140000 sec): 3 clusters
  Score: Raw -331641.121583 + Penalty 2605.732077 = -329035.389506
  nChanged 29
		SP:Iteration 12Q (78361.320000 sec): 3 clusters
  Score: Raw -331649.602698 + Penalty 2605.732077 = -329043.870621
  nChanged 19
		SP:Iteration 13Q (78361.510000 sec): 3 clusters
  Score: Raw -331655.519076 + Penalty 2605.732077 = -329049.786999
  nChanged 26
		SP:Iteration 14Q (78361.710000 sec): 3 clusters
  Score: Raw -331663.318227 + Penalty 2605.732077 = -329057.586150
  nChanged 36
		SP:Iteration 15Q (78361.880000 sec): 3 clusters
  Score: Raw -331677.086217 + Penalty 2605.732077 = -329071.354140
  nChanged 42
		SP:Iteration 16Q (78362.060000 sec): 3 clusters
  Score: Raw -331693.966159 + Penalty 2605.732077 = -329088.234082
  nChanged 50
		SP:Iteration 17Q (78362.240000 sec): 3 clusters
  Score: Raw -331716.476776 + Penalty 2605.732077 = -329110.744699
  nChanged 53
		SP:Iteration 18Q (78362.420000 sec): 3 clusters
  Score: Raw -331739.550875 + Penalty 2605.732077 = -329133.818798
  nChanged 50
		SP:Iteration 19Q (78362.580000 sec): 3 clusters
  Score: Raw -331761.472608 + Penalty 2605.732077 = -329155.740531
  nChanged 51
		SP:Iteration 20F (78362.690000 sec): 3 clusters
  Score: Raw -331789.507494 + Penalty 2605.732077 = -329183.775417
  nChanged 58
		SP:Iteration 21Q (78362.860000 sec): 3 clusters
  Score: Raw -331821.462699 + Penalty 2605.732077 = -329215.730622
  nChanged 53
		SP:Iteration 22Q (78363.030000 sec): 3 clusters
  Score: Raw -331849.656693 + Penalty 2605.732077 = -329243.924616
  nChanged 50
		SP:Iteration 23Q (78363.180000 sec): 3 clusters
  Score: Raw -331877.436141 + Penalty 2605.732077 = -329271.704064
  nChanged 54
		SP:Iteration 24Q (78363.390000 sec): 3 clusters
  Score: Raw -331911.561907 + Penalty 2605.732077 = -329305.829830
  nChanged 49
		SP:Iteration 25Q (78363.570000 sec): 3 clusters
  Score: Raw -331941.185040 + Penalty 2605.732077 = -329335.452964
  nChanged 51
		SP:Iteration 26Q (78363.730000 sec): 3 clusters
  Score: Raw -331973.599890 + Penalty 2605.732077 = -329367.867813
  nChanged 38
		SP:Iteration 27Q (78363.950000 sec): 3 clusters
  Score: Raw -332001.058114 + Penalty 2605.732077 = -329395.326037
  nChanged 36
		SP:Iteration 28Q (78364.100000 sec): 3 clusters
  Score: Raw -332025.708257 + Penalty 2605.732077 = -329419.976180
  nChanged 29
		SP:Iteration 29Q (78364.310000 sec): 3 clusters
  Score: Raw -332041.339938 + Penalty 2605.732077 = -329435.607861
  nChanged 24
		SP:Iteration 30Q (78364.520000 sec): 3 clusters
  Score: Raw -332053.241234 + Penalty 2605.732077 = -329447.509157
  nChanged 18
		SP:Iteration 31Q (78364.680000 sec): 3 clusters
  Score: Raw -332065.852344 + Penalty 2605.732077 = -329460.120267
  nChanged 15
		SP:Iteration 32Q (78364.880000 sec): 3 clusters
  Score: Raw -332074.387135 + Penalty 2605.732077 = -329468.655058
  nChanged 11
		SP:Iteration 33Q (78365.060000 sec): 3 clusters
  Score: Raw -332080.202650 + Penalty 2605.732077 = -329474.470574
  nChanged 10
		SP:Iteration 34Q (78365.200000 sec): 3 clusters
  Score: Raw -332085.139296 + Penalty 2605.732077 = -329479.407219
  nChanged 10
		SP:Iteration 35Q (78365.420000 sec): 3 clusters
  Score: Raw -332092.167981 + Penalty 2605.732077 = -329486.435904
  nChanged 8
		SP:Iteration 36Q (78365.600000 sec): 3 clusters
  Score: Raw -332096.444143 + Penalty 2605.732077 = -329490.712066
  nChanged 5
		SP:Iteration 37Q (78365.800000 sec): 3 clusters
  Score: Raw -332101.283410 + Penalty 2605.732077 = -329495.551333
  nChanged 2
		SP:Iteration 38Q (78365.980000 sec): 3 clusters
  Score: Raw -332103.783607 + Penalty 2605.732077 = -329498.051530
  nChanged 6
		SP:Iteration 39Q (78366.180000 sec): 3 clusters
  Score: Raw -332108.345467 + Penalty 2605.732077 = -329502.613390
  nChanged 3
		SP:Iteration 40F (78366.370000 sec): 3 clusters
  Score: Raw -332109.721922 + Penalty 2605.732077 = -329503.989846
  nChanged 2
		SP:Iteration 41Q (78366.530000 sec): 3 clusters
  Score: Raw -332110.477381 + Penalty 2605.732077 = -329504.745304
  nChanged 1
		SP:Iteration 42Q (78366.740000 sec): 3 clusters
  Score: Raw -332110.804679 + Penalty 2605.732077 = -329505.072602
  nChanged 1
		SP:Iteration 43Q (78366.920000 sec): 3 clusters
  Score: Raw -332111.022338 + Penalty 2605.732077 = -329505.290261
  nChanged 1
		SP:Iteration 44Q (78367.080000 sec): 3 clusters
  Score: Raw -332111.636784 + Penalty 2605.732077 = -329505.904707
  nChanged 2
		SP:Iteration 45Q (78367.320000 sec): 3 clusters
  Score: Raw -332112.426757 + Penalty 2605.732077 = -329506.694680
  nChanged 3
		SP:Iteration 46Q (78367.500000 sec): 3 clusters
  Score: Raw -332113.750225 + Penalty 2605.732077 = -329508.018148
  nChanged 0
		SP:Iteration 47F (78367.590000 sec): 3 clusters
  Score: Raw -332113.750225 + Penalty 2605.732077 = -329508.018148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78367.720000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78367.910000 sec): 3 clusters
  Score: Raw -119952.892575 + Penalty 2286.176077 = -117666.716497
  nChanged 349
		SP:Iteration 1F (78368.070000 sec): 3 clusters
  Score: Raw -120248.126642 + Penalty 2286.176077 = -117961.950565
  nChanged 93
		SP:Iteration 2F (78368.260000 sec): 3 clusters
  Score: Raw -120352.458544 + Penalty 2286.176077 = -118066.282467
  nChanged 59
		SP:Iteration 3F (78368.410000 sec): 3 clusters
  Score: Raw -120420.302470 + Penalty 2286.176077 = -118134.126393
  nChanged 51
		SP:Iteration 4Q (78368.560000 sec): 3 clusters
  Score: Raw -120484.039430 + Penalty 2286.176077 = -118197.863353
  nChanged 32
		SP:Iteration 5Q (78368.760000 sec): 3 clusters
  Score: Raw -120526.301862 + Penalty 2286.176077 = -118240.125785
  nChanged 41
		SP:Iteration 6Q (78368.920000 sec): 3 clusters
  Score: Raw -120574.939226 + Penalty 2286.176077 = -118288.763149
  nChanged 31
		SP:Iteration 7Q (78369.070000 sec): 3 clusters
  Score: Raw -120621.213418 + Penalty 2286.176077 = -118335.037341
  nChanged 25
		SP:Iteration 8Q (78369.180000 sec): 3 clusters
  Score: Raw -120661.866159 + Penalty 2286.176077 = -118375.690081
  nChanged 20
		SP:Iteration 9Q (78369.350000 sec): 3 clusters
  Score: Raw -120701.730622 + Penalty 2286.176077 = -118415.554544
  nChanged 29
		SP:Iteration 10Q (78369.510000 sec): 3 clusters
  Score: Raw -120760.608079 + Penalty 2286.176077 = -118474.432002
  nChanged 31
		SP:Iteration 11Q (78369.630000 sec): 3 clusters
  Score: Raw -120804.010767 + Penalty 2286.176077 = -118517.834690
  nChanged 20
		SP:Iteration 12Q (78369.810000 sec): 3 clusters
  Score: Raw -120833.635356 + Penalty 2286.176077 = -118547.459279
  nChanged 18
		SP:Iteration 13Q (78369.960000 sec): 3 clusters
  Score: Raw -120852.721278 + Penalty 2286.176077 = -118566.545201
  nChanged 12
		SP:Iteration 14Q (78370.150000 sec): 3 clusters
  Score: Raw -120866.791305 + Penalty 2286.176077 = -118580.615227
  nChanged 8
		SP:Iteration 15Q (78370.320000 sec): 3 clusters
  Score: Raw -120876.020203 + Penalty 2286.176077 = -118589.844126
  nChanged 10
		SP:Iteration 16Q (78370.490000 sec): 3 clusters
  Score: Raw -120898.833050 + Penalty 2286.176077 = -118612.656973
  nChanged 10
		SP:Iteration 17Q (78370.720000 sec): 3 clusters
  Score: Raw -120911.525631 + Penalty 2286.176077 = -118625.349554
  nChanged 6
		SP:Iteration 18Q (78370.900000 sec): 3 clusters
  Score: Raw -120924.217515 + Penalty 2286.176077 = -118638.041437
  nChanged 12
		SP:Iteration 19Q (78371.050000 sec): 3 clusters
  Score: Raw -120940.779916 + Penalty 2286.176077 = -118654.603839
  nChanged 8
		SP:Iteration 20F (78371.210000 sec): 3 clusters
  Score: Raw -120950.522436 + Penalty 2286.176077 = -118664.346359
  nChanged 5
		SP:Iteration 21Q (78371.410000 sec): 3 clusters
  Score: Raw -120955.356816 + Penalty 2286.176077 = -118669.180738
  nChanged 3
		SP:Iteration 22Q (78371.570000 sec): 3 clusters
  Score: Raw -120957.354754 + Penalty 2286.176077 = -118671.178677
  nChanged 1
		SP:Iteration 23Q (78371.740000 sec): 3 clusters
  Score: Raw -120958.666637 + Penalty 2286.176077 = -118672.490559
  nChanged 2
		SP:Iteration 24Q (78371.890000 sec): 3 clusters
  Score: Raw -120961.287777 + Penalty 2286.176077 = -118675.111700
  nChanged 4
		SP:Iteration 25Q (78372.050000 sec): 3 clusters
  Score: Raw -120965.753775 + Penalty 2286.176077 = -118679.577698
  nChanged 5
		SP:Iteration 26Q (78372.220000 sec): 3 clusters
  Score: Raw -120971.148421 + Penalty 2286.176077 = -118684.972344
  nChanged 4
		SP:Iteration 27Q (78372.380000 sec): 3 clusters
  Score: Raw -120975.802750 + Penalty 2286.176077 = -118689.626673
  nChanged 5
		SP:Iteration 28Q (78372.540000 sec): 3 clusters
  Score: Raw -120983.834192 + Penalty 2286.176077 = -118697.658115
  nChanged 6
		SP:Iteration 29Q (78372.690000 sec): 3 clusters
  Score: Raw -120994.545132 + Penalty 2286.176077 = -118708.369055
  nChanged 14
		SP:Iteration 30Q (78372.880000 sec): 3 clusters
  Score: Raw -121013.140737 + Penalty 2286.176077 = -118726.964660
  nChanged 13
		SP:Iteration 31Q (78373.060000 sec): 3 clusters
  Score: Raw -121049.828649 + Penalty 2286.176077 = -118763.652571
  nChanged 18
		SP:Iteration 32Q (78373.220000 sec): 3 clusters
  Score: Raw -121099.394230 + Penalty 2286.176077 = -118813.218153
  nChanged 17
		SP:Iteration 33Q (78373.380000 sec): 3 clusters
  Score: Raw -121141.031935 + Penalty 2286.176077 = -118854.855858
  nChanged 12
		SP:Iteration 34Q (78373.560000 sec): 3 clusters
  Score: Raw -121158.627022 + Penalty 2286.176077 = -118872.450945
  nChanged 5
		SP:Iteration 35Q (78373.770000 sec): 3 clusters
  Score: Raw -121162.688269 + Penalty 2286.176077 = -118876.512191
  nChanged 3
		SP:Iteration 36Q (78373.930000 sec): 3 clusters
  Score: Raw -121164.709413 + Penalty 2286.176077 = -118878.533335
  nChanged 3
		SP:Iteration 37Q (78374.120000 sec): 3 clusters
  Score: Raw -121177.428925 + Penalty 2286.176077 = -118891.252848
  nChanged 5
		SP:Iteration 38Q (78374.340000 sec): 3 clusters
  Score: Raw -121183.417577 + Penalty 2286.176077 = -118897.241500
  nChanged 1
		SP:Iteration 39Q (78374.480000 sec): 3 clusters
  Score: Raw -121184.182728 + Penalty 2286.176077 = -118898.006650
  nChanged 2
		SP:Iteration 40F (78374.670000 sec): 3 clusters
  Score: Raw -121185.809957 + Penalty 2286.176077 = -118899.633879
  nChanged 2
		SP:Iteration 41Q (78374.860000 sec): 3 clusters
  Score: Raw -121188.003767 + Penalty 2286.176077 = -118901.827690
  nChanged 1
		SP:Iteration 42Q (78375.060000 sec): 3 clusters
  Score: Raw -121188.900977 + Penalty 2286.176077 = -118902.724900
  nChanged 0
		SP:Iteration 43F (78375.220000 sec): 3 clusters
  Score: Raw -121188.900977 + Penalty 2286.176077 = -118902.724900
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78375.340000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78375.570000 sec): 3 clusters
  Score: Raw -861025.347417 + Penalty 2906.214823 = -858119.132595
  nChanged 3202
		SP:Iteration 1F (78375.750000 sec): 3 clusters
  Score: Raw -862805.153966 + Penalty 2906.214823 = -859898.939143
  nChanged 502
		SP:Iteration 2F (78375.990000 sec): 3 clusters
  Score: Raw -863035.686483 + Penalty 2906.214823 = -860129.471661
  nChanged 397
		SP:Iteration 3F (78376.190000 sec): 3 clusters
  Score: Raw -863209.093460 + Penalty 2906.214823 = -860302.878637
  nChanged 366
		SP:Iteration 4Q (78376.430000 sec): 3 clusters
  Score: Raw -863402.809037 + Penalty 2906.214823 = -860496.594214
  nChanged 407
		SP:Iteration 5F (78376.600000 sec): 3 clusters
  Score: Raw -863645.980460 + Penalty 2906.214823 = -860739.765637
  nChanged 420
		SP:Iteration 6F (78376.850000 sec): 3 clusters
  Score: Raw -863920.438090 + Penalty 2906.214823 = -861014.223267
  nChanged 428
		SP:Iteration 7F (78377.000000 sec): 3 clusters
  Score: Raw -864228.640269 + Penalty 2906.214823 = -861322.425446
  nChanged 405
		SP:Iteration 8F (78377.200000 sec): 3 clusters
  Score: Raw -864487.097878 + Penalty 2906.214823 = -861580.883055
  nChanged 317
		SP:Iteration 9Q (78377.450000 sec): 3 clusters
  Score: Raw -864664.047254 + Penalty 2906.214823 = -861757.832431
  nChanged 248
		SP:Iteration 10Q (78377.630000 sec): 3 clusters
  Score: Raw -864781.861167 + Penalty 2906.214823 = -861875.646344
  nChanged 189
		SP:Iteration 11Q (78377.890000 sec): 3 clusters
  Score: Raw -864851.932566 + Penalty 2906.214823 = -861945.717743
  nChanged 145
		SP:Iteration 12Q (78378.110000 sec): 3 clusters
  Score: Raw -864902.406906 + Penalty 2906.214823 = -861996.192084
  nChanged 117
		SP:Iteration 13Q (78378.270000 sec): 3 clusters
  Score: Raw -864937.113059 + Penalty 2906.214823 = -862030.898236
  nChanged 99
		SP:Iteration 14Q (78378.520000 sec): 3 clusters
  Score: Raw -864968.571193 + Penalty 2906.214823 = -862062.356370
  nChanged 87
		SP:Iteration 15Q (78378.720000 sec): 3 clusters
  Score: Raw -864990.534115 + Penalty 2906.214823 = -862084.319293
  nChanged 63
		SP:Iteration 16Q (78378.940000 sec): 3 clusters
  Score: Raw -865004.301806 + Penalty 2906.214823 = -862098.086983
  nChanged 46
		SP:Iteration 17Q (78379.140000 sec): 3 clusters
  Score: Raw -865014.016077 + Penalty 2906.214823 = -862107.801254
  nChanged 35
		SP:Iteration 18Q (78379.360000 sec): 3 clusters
  Score: Raw -865020.376946 + Penalty 2906.214823 = -862114.162123
  nChanged 32
		SP:Iteration 19Q (78379.600000 sec): 3 clusters
  Score: Raw -865024.844782 + Penalty 2906.214823 = -862118.629960
  nChanged 19
		SP:Iteration 20F (78379.770000 sec): 3 clusters
  Score: Raw -865027.651357 + Penalty 2906.214823 = -862121.436535
  nChanged 13
		SP:Iteration 21Q (78379.990000 sec): 3 clusters
  Score: Raw -865029.687890 + Penalty 2906.214823 = -862123.473068
  nChanged 12
		SP:Iteration 22Q (78380.180000 sec): 3 clusters
  Score: Raw -865031.383729 + Penalty 2906.214823 = -862125.168906
  nChanged 10
		SP:Iteration 23Q (78380.370000 sec): 3 clusters
  Score: Raw -865032.539346 + Penalty 2906.214823 = -862126.324524
  nChanged 8
		SP:Iteration 24Q (78380.530000 sec): 3 clusters
  Score: Raw -865033.788934 + Penalty 2906.214823 = -862127.574111
  nChanged 11
		SP:Iteration 25Q (78380.750000 sec): 3 clusters
  Score: Raw -865035.380940 + Penalty 2906.214823 = -862129.166118
  nChanged 10
		SP:Iteration 26Q (78380.940000 sec): 3 clusters
  Score: Raw -865036.872824 + Penalty 2906.214823 = -862130.658001
  nChanged 8
		SP:Iteration 27Q (78381.110000 sec): 3 clusters
  Score: Raw -865037.995107 + Penalty 2906.214823 = -862131.780284
  nChanged 4
		SP:Iteration 28Q (78381.340000 sec): 3 clusters
  Score: Raw -865038.432604 + Penalty 2906.214823 = -862132.217781
  nChanged 3
		SP:Iteration 29Q (78381.560000 sec): 3 clusters
  Score: Raw -865038.816998 + Penalty 2906.214823 = -862132.602175
  nChanged 5
		SP:Iteration 30Q (78381.780000 sec): 3 clusters
  Score: Raw -865039.299282 + Penalty 2906.214823 = -862133.084459
  nChanged 1
		SP:Iteration 31Q (78382.010000 sec): 3 clusters
  Score: Raw -865039.409947 + Penalty 2906.214823 = -862133.195124
  nChanged 1
		SP:Iteration 32Q (78382.230000 sec): 3 clusters
  Score: Raw -865039.528021 + Penalty 2906.214823 = -862133.313199
  nChanged 4
		SP:Iteration 33Q (78382.430000 sec): 3 clusters
  Score: Raw -865040.032036 + Penalty 2906.214823 = -862133.817213
  nChanged 4
		SP:Iteration 34Q (78382.640000 sec): 3 clusters
  Score: Raw -865040.531070 + Penalty 2906.214823 = -862134.316247
  nChanged 2
		SP:Iteration 35Q (78382.890000 sec): 3 clusters
  Score: Raw -865040.844945 + Penalty 2906.214823 = -862134.630123
  nChanged 6
		SP:Iteration 36Q (78383.070000 sec): 3 clusters
  Score: Raw -865041.828176 + Penalty 2906.214823 = -862135.613353
  nChanged 5
		SP:Iteration 37Q (78383.250000 sec): 3 clusters
  Score: Raw -865042.416462 + Penalty 2906.214823 = -862136.201639
  nChanged 1
		SP:Iteration 38Q (78383.470000 sec): 3 clusters
  Score: Raw -865042.522347 + Penalty 2906.214823 = -862136.307525
  nChanged 0
		SP:Iteration 39F (78383.660000 sec): 3 clusters
  Score: Raw -865042.522347 + Penalty 2906.214823 = -862136.307525
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78383.980000 sec): 2 clusters
  Score: Raw -5319024.263270 + Penalty 1750.708007 = -5317273.555262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78384.390000 sec): 3 clusters
  Score: Raw -5288981.730345 + Penalty 3501.416015 = -5285480.314330
  nChanged 22253
		SP:Iteration 1F (78384.780000 sec): 3 clusters
  Score: Raw -5301494.843237 + Penalty 3501.416015 = -5297993.427222
  nChanged 1887
		SP:Iteration 2Q (78385.210000 sec): 3 clusters
  Score: Raw -5302018.868423 + Penalty 3501.416015 = -5298517.452408
  nChanged 1894
		SP:Iteration 3Q (78385.630000 sec): 3 clusters
  Score: Raw -5302652.326778 + Penalty 3501.416015 = -5299150.910764
  nChanged 2094
		SP:Iteration 4Q (78386.020000 sec): 3 clusters
  Score: Raw -5303510.894046 + Penalty 3501.416015 = -5300009.478031
  nChanged 2482
		SP:Iteration 5F (78386.390000 sec): 3 clusters
  Score: Raw -5304808.905468 + Penalty 3501.416015 = -5301307.489453
  nChanged 2942
		SP:Iteration 6F (78386.730000 sec): 3 clusters
  Score: Raw -5306762.819666 + Penalty 3501.416015 = -5303261.403651
  nChanged 3346
		SP:Iteration 7F (78387.140000 sec): 3 clusters
  Score: Raw -5309368.167596 + Penalty 3501.416015 = -5305866.751581
  nChanged 3234
		SP:Iteration 8F (78387.570000 sec): 3 clusters
  Score: Raw -5312028.924959 + Penalty 3501.416015 = -5308527.508944
  nChanged 2747
		SP:Iteration 9F (78388.020000 sec): 3 clusters
  Score: Raw -5313953.056491 + Penalty 3501.416015 = -5310451.640476
  nChanged 1961
		SP:Iteration 10Q (78388.430000 sec): 3 clusters
  Score: Raw -5315002.655875 + Penalty 3501.416015 = -5311501.239860
  nChanged 1237
		SP:Iteration 11Q (78388.840000 sec): 3 clusters
  Score: Raw -5315513.858531 + Penalty 3501.416015 = -5312012.442516
  nChanged 837
		SP:Iteration 12Q (78389.320000 sec): 3 clusters
  Score: Raw -5315848.049378 + Penalty 3501.416015 = -5312346.633363
  nChanged 725
		SP:Iteration 13Q (78389.770000 sec): 3 clusters
  Score: Raw -5316123.487778 + Penalty 3501.416015 = -5312622.071763
  nChanged 628
		SP:Iteration 14Q (78390.150000 sec): 3 clusters
  Score: Raw -5316364.200396 + Penalty 3501.416015 = -5312862.784381
  nChanged 616
		SP:Iteration 15Q (78390.520000 sec): 3 clusters
  Score: Raw -5316575.944018 + Penalty 3501.416015 = -5313074.528003
  nChanged 548
		SP:Iteration 16Q (78390.920000 sec): 3 clusters
  Score: Raw -5316744.079176 + Penalty 3501.416015 = -5313242.663161
  nChanged 504
		SP:Iteration 17Q (78391.270000 sec): 3 clusters
  Score: Raw -5316881.070193 + Penalty 3501.416015 = -5313379.654178
  nChanged 445
		SP:Iteration 18Q (78391.610000 sec): 3 clusters
  Score: Raw -5316994.041293 + Penalty 3501.416015 = -5313492.625278
  nChanged 425
		SP:Iteration 19Q (78391.990000 sec): 3 clusters
  Score: Raw -5317094.035983 + Penalty 3501.416015 = -5313592.619968
  nChanged 401
		SP:Iteration 20F (78392.390000 sec): 3 clusters
  Score: Raw -5317184.847482 + Penalty 3501.416015 = -5313683.431467
  nChanged 417
		SP:Iteration 21Q (78392.760000 sec): 3 clusters
  Score: Raw -5317281.063203 + Penalty 3501.416015 = -5313779.647188
  nChanged 405
		SP:Iteration 22Q (78393.150000 sec): 3 clusters
  Score: Raw -5317379.578825 + Penalty 3501.416015 = -5313878.162810
  nChanged 393
		SP:Iteration 23Q (78393.540000 sec): 3 clusters
  Score: Raw -5317478.087230 + Penalty 3501.416015 = -5313976.671215
  nChanged 361
		SP:Iteration 24Q (78393.950000 sec): 3 clusters
  Score: Raw -5317568.869137 + Penalty 3501.416015 = -5314067.453122
  nChanged 355
		SP:Iteration 25Q (78394.360000 sec): 3 clusters
  Score: Raw -5317655.318487 + Penalty 3501.416015 = -5314153.902472
  nChanged 336
		SP:Iteration 26Q (78394.750000 sec): 3 clusters
  Score: Raw -5317752.097477 + Penalty 3501.416015 = -5314250.681462
  nChanged 341
		SP:Iteration 27Q (78395.130000 sec): 3 clusters
  Score: Raw -5317856.082692 + Penalty 3501.416015 = -5314354.666677
  nChanged 341
		SP:Iteration 28Q (78395.510000 sec): 3 clusters
  Score: Raw -5317954.046522 + Penalty 3501.416015 = -5314452.630507
  nChanged 335
		SP:Iteration 29Q (78395.850000 sec): 3 clusters
  Score: Raw -5318061.403174 + Penalty 3501.416015 = -5314559.987159
  nChanged 343
		SP:Iteration 30Q (78396.270000 sec): 3 clusters
  Score: Raw -5318195.897957 + Penalty 3501.416015 = -5314694.481942
  nChanged 346
		SP:Iteration 31Q (78396.650000 sec): 3 clusters
  Score: Raw -5318364.226073 + Penalty 3501.416015 = -5314862.810058
  nChanged 368
		SP:Iteration 32Q (78397.050000 sec): 3 clusters
  Score: Raw -5318554.523683 + Penalty 3501.416015 = -5315053.107668
  nChanged 369
		SP:Iteration 33Q (78397.430000 sec): 3 clusters
  Score: Raw -5318757.798059 + Penalty 3501.416015 = -5315256.382044
  nChanged 356
		SP:Iteration 34Q (78397.760000 sec): 3 clusters
  Score: Raw -5318975.006529 + Penalty 3501.416015 = -5315473.590514
  nChanged 360
		SP:Iteration 35Q (78398.150000 sec): 3 clusters
  Score: Raw -5319194.813655 + Penalty 3501.416015 = -5315693.397640
  nChanged 347
		SP:Iteration 36Q (78398.530000 sec): 3 clusters
  Score: Raw -5319384.430244 + Penalty 3501.416015 = -5315883.014229
  nChanged 304
		SP:Iteration 37Q (78398.940000 sec): 3 clusters
  Score: Raw -5319563.043851 + Penalty 3501.416015 = -5316061.627836
  nChanged 276
		SP:Iteration 38Q (78399.340000 sec): 3 clusters
  Score: Raw -5319726.718166 + Penalty 3501.416015 = -5316225.302151
  nChanged 237
		SP:Iteration 39Q (78399.730000 sec): 3 clusters
  Score: Raw -5319846.913097 + Penalty 3501.416015 = -5316345.497082
  nChanged 213
		SP:Iteration 40F (78400.190000 sec): 3 clusters
  Score: Raw -5319942.582941 + Penalty 3501.416015 = -5316441.166926
  nChanged 179
		SP:Iteration 41Q (78400.590000 sec): 3 clusters
  Score: Raw -5320008.451414 + Penalty 3501.416015 = -5316507.035399
  nChanged 148
		SP:Iteration 42Q (78400.970000 sec): 3 clusters
  Score: Raw -5320055.062034 + Penalty 3501.416015 = -5316553.646019
  nChanged 120
		SP:Iteration 43Q (78401.390000 sec): 3 clusters
  Score: Raw -5320081.824296 + Penalty 3501.416015 = -5316580.408281
  nChanged 84
		SP:Iteration 44Q (78401.820000 sec): 3 clusters
  Score: Raw -5320095.882483 + Penalty 3501.416015 = -5316594.466468
  nChanged 62
		SP:Iteration 45Q (78402.260000 sec): 3 clusters
  Score: Raw -5320106.187831 + Penalty 3501.416015 = -5316604.771816
  nChanged 52
		SP:Iteration 46Q (78402.630000 sec): 3 clusters
  Score: Raw -5320117.632159 + Penalty 3501.416015 = -5316616.216144
  nChanged 52
		SP:Iteration 47Q (78403.050000 sec): 3 clusters
  Score: Raw -5320129.726148 + Penalty 3501.416015 = -5316628.310133
  nChanged 48
		SP:Iteration 48Q (78403.440000 sec): 3 clusters
  Score: Raw -5320136.698556 + Penalty 3501.416015 = -5316635.282541
  nChanged 31
		SP:Iteration 49Q (78403.850000 sec): 3 clusters
  Score: Raw -5320140.432505 + Penalty 3501.416015 = -5316639.016490
  nChanged 28
		SP:Iteration 50Q (78404.290000 sec): 3 clusters
  Score: Raw -5320144.186276 + Penalty 3501.416015 = -5316642.770261
  nChanged 24
		SP:Iteration 51Q (78404.650000 sec): 3 clusters
  Score: Raw -5320147.535087 + Penalty 3501.416015 = -5316646.119072
  nChanged 31
		SP:Iteration 52Q (78405.050000 sec): 3 clusters
  Score: Raw -5320151.673341 + Penalty 3501.416015 = -5316650.257326
  nChanged 29
		SP:Iteration 53Q (78405.460000 sec): 3 clusters
  Score: Raw -5320156.187089 + Penalty 3501.416015 = -5316654.771074
  nChanged 21
		SP:Iteration 54Q (78405.880000 sec): 3 clusters
  Score: Raw -5320158.858894 + Penalty 3501.416015 = -5316657.442879
  nChanged 19
		SP:Iteration 55Q (78406.310000 sec): 3 clusters
  Score: Raw -5320160.999568 + Penalty 3501.416015 = -5316659.583553
  nChanged 15
		SP:Iteration 56Q (78406.760000 sec): 3 clusters
  Score: Raw -5320162.759499 + Penalty 3501.416015 = -5316661.343484
  nChanged 16
		SP:Iteration 57Q (78407.160000 sec): 3 clusters
  Score: Raw -5320164.547407 + Penalty 3501.416015 = -5316663.131392
  nChanged 9
		SP:Iteration 58Q (78407.580000 sec): 3 clusters
  Score: Raw -5320165.150519 + Penalty 3501.416015 = -5316663.734504
  nChanged 9
		SP:Iteration 59Q (78407.940000 sec): 3 clusters
  Score: Raw -5320165.869572 + Penalty 3501.416015 = -5316664.453557
  nChanged 7
		SP:Iteration 60F (78408.310000 sec): 3 clusters
  Score: Raw -5320166.441221 + Penalty 3501.416015 = -5316665.025206
  nChanged 4
		SP:Iteration 61Q (78408.770000 sec): 3 clusters
  Score: Raw -5320166.703289 + Penalty 3501.416015 = -5316665.287274
  nChanged 6
		SP:Iteration 62Q (78409.200000 sec): 3 clusters
  Score: Raw -5320167.097871 + Penalty 3501.416015 = -5316665.681856
  nChanged 3
		SP:Iteration 63Q (78409.620000 sec): 3 clusters
  Score: Raw -5320167.306423 + Penalty 3501.416015 = -5316665.890408
  nChanged 2
		SP:Iteration 64Q (78410.050000 sec): 3 clusters
  Score: Raw -5320167.380635 + Penalty 3501.416015 = -5316665.964620
  nChanged 0
		SP:Iteration 65F (78410.460000 sec): 3 clusters
  Score: Raw -5320167.380635 + Penalty 3501.416015 = -5316665.964620
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78410.610000 sec): 2 clusters
  Score: Raw -1359538.333657 + Penalty 1531.675219 = -1358006.658437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78410.860000 sec): 3 clusters
  Score: Raw -1352394.733094 + Penalty 3063.350439 = -1349331.382655
  nChanged 5432
		SP:Iteration 1F (78411.120000 sec): 3 clusters
  Score: Raw -1355361.589524 + Penalty 3063.350439 = -1352298.239085
  nChanged 822
		SP:Iteration 2F (78411.300000 sec): 3 clusters
  Score: Raw -1355777.529256 + Penalty 3063.350439 = -1352714.178817
  nChanged 704
		SP:Iteration 3F (78411.520000 sec): 3 clusters
  Score: Raw -1356169.863010 + Penalty 3063.350439 = -1353106.512571
  nChanged 712
		SP:Iteration 4F (78411.740000 sec): 3 clusters
  Score: Raw -1356620.237078 + Penalty 3063.350439 = -1353556.886639
  nChanged 703
		SP:Iteration 5F (78411.960000 sec): 3 clusters
  Score: Raw -1357169.407883 + Penalty 3063.350439 = -1354106.057444
  nChanged 761
		SP:Iteration 6F (78412.180000 sec): 3 clusters
  Score: Raw -1357811.507159 + Penalty 3063.350439 = -1354748.156721
  nChanged 704
		SP:Iteration 7F (78412.440000 sec): 3 clusters
  Score: Raw -1358351.566377 + Penalty 3063.350439 = -1355288.215938
  nChanged 593
		SP:Iteration 8Q (78412.680000 sec): 3 clusters
  Score: Raw -1358734.835263 + Penalty 3063.350439 = -1355671.484824
  nChanged 465
		SP:Iteration 9Q (78412.920000 sec): 3 clusters
  Score: Raw -1358977.334827 + Penalty 3063.350439 = -1355913.984388
  nChanged 365
		SP:Iteration 10Q (78413.150000 sec): 3 clusters
  Score: Raw -1359117.003558 + Penalty 3063.350439 = -1356053.653120
  nChanged 239
		SP:Iteration 11Q (78413.340000 sec): 3 clusters
  Score: Raw -1359200.915749 + Penalty 3063.350439 = -1356137.565311
  nChanged 206
		SP:Iteration 12Q (78413.560000 sec): 3 clusters
  Score: Raw -1359270.822168 + Penalty 3063.350439 = -1356207.471730
  nChanged 174
		SP:Iteration 13Q (78413.820000 sec): 3 clusters
  Score: Raw -1359334.068033 + Penalty 3063.350439 = -1356270.717594
  nChanged 168
		SP:Iteration 14Q (78414.010000 sec): 3 clusters
  Score: Raw -1359408.908073 + Penalty 3063.350439 = -1356345.557634
  nChanged 197
		SP:Iteration 15Q (78414.280000 sec): 3 clusters
  Score: Raw -1359507.225341 + Penalty 3063.350439 = -1356443.874903
  nChanged 236
		SP:Iteration 16Q (78414.520000 sec): 3 clusters
  Score: Raw -1359667.165049 + Penalty 3063.350439 = -1356603.814611
  nChanged 283
		SP:Iteration 17Q (78414.780000 sec): 3 clusters
  Score: Raw -1359920.390745 + Penalty 3063.350439 = -1356857.040306
  nChanged 305
		SP:Iteration 18Q (78414.970000 sec): 3 clusters
  Score: Raw -1360244.944698 + Penalty 3063.350439 = -1357181.594260
  nChanged 269
		SP:Iteration 19Q (78415.220000 sec): 3 clusters
  Score: Raw -1360528.055098 + Penalty 3063.350439 = -1357464.704660
  nChanged 207
		SP:Iteration 20F (78415.420000 sec): 3 clusters
  Score: Raw -1360719.475782 + Penalty 3063.350439 = -1357656.125343
  nChanged 156
		SP:Iteration 21Q (78415.620000 sec): 3 clusters
  Score: Raw -1360808.076108 + Penalty 3063.350439 = -1357744.725669
  nChanged 99
		SP:Iteration 22Q (78415.830000 sec): 3 clusters
  Score: Raw -1360843.957567 + Penalty 3063.350439 = -1357780.607128
  nChanged 63
		SP:Iteration 23Q (78416.050000 sec): 3 clusters
  Score: Raw -1360856.664898 + Penalty 3063.350439 = -1357793.314459
  nChanged 28
		SP:Iteration 24Q (78416.290000 sec): 3 clusters
  Score: Raw -1360860.781062 + Penalty 3063.350439 = -1357797.430623
  nChanged 22
		SP:Iteration 25Q (78416.580000 sec): 3 clusters
  Score: Raw -1360863.563162 + Penalty 3063.350439 = -1357800.212724
  nChanged 18
		SP:Iteration 26Q (78416.770000 sec): 3 clusters
  Score: Raw -1360865.423833 + Penalty 3063.350439 = -1357802.073394
  nChanged 15
		SP:Iteration 27Q (78416.990000 sec): 3 clusters
  Score: Raw -1360867.161768 + Penalty 3063.350439 = -1357803.811329
  nChanged 5
		SP:Iteration 28Q (78417.260000 sec): 3 clusters
  Score: Raw -1360867.737015 + Penalty 3063.350439 = -1357804.386577
  nChanged 3
		SP:Iteration 29Q (78417.460000 sec): 3 clusters
  Score: Raw -1360868.183175 + Penalty 3063.350439 = -1357804.832736
  nChanged 4
		SP:Iteration 30Q (78417.680000 sec): 3 clusters
  Score: Raw -1360868.336460 + Penalty 3063.350439 = -1357804.986021
  nChanged 1
		SP:Iteration 31Q (78417.930000 sec): 3 clusters
  Score: Raw -1360868.522001 + Penalty 3063.350439 = -1357805.171563
  nChanged 2
		SP:Iteration 32Q (78418.140000 sec): 3 clusters
  Score: Raw -1360868.833923 + Penalty 3063.350439 = -1357805.483484
  nChanged 3
		SP:Iteration 33Q (78418.310000 sec): 3 clusters
  Score: Raw -1360869.118585 + Penalty 3063.350439 = -1357805.768146
  nChanged 4
		SP:Iteration 34Q (78418.510000 sec): 3 clusters
  Score: Raw -1360869.464268 + Penalty 3063.350439 = -1357806.113829
  nChanged 1
		SP:Iteration 35Q (78418.710000 sec): 3 clusters
  Score: Raw -1360869.517673 + Penalty 3063.350439 = -1357806.167234
  nChanged 1
		SP:Iteration 36Q (78418.950000 sec): 3 clusters
  Score: Raw -1360869.723923 + Penalty 3063.350439 = -1357806.373484
  nChanged 1
		SP:Iteration 37Q (78419.170000 sec): 3 clusters
  Score: Raw -1360869.789814 + Penalty 3063.350439 = -1357806.439375
  nChanged 1
		SP:Iteration 38Q (78419.380000 sec): 3 clusters
  Score: Raw -1360869.856824 + Penalty 3063.350439 = -1357806.506385
  nChanged 0
		SP:Iteration 39F (78419.640000 sec): 3 clusters
  Score: Raw -1360869.856824 + Penalty 3063.350439 = -1357806.506385
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78419.750000 sec): 2 clusters
  Score: Raw -557762.294674 + Penalty 1391.134425 = -556371.160250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78419.970000 sec): 3 clusters
  Score: Raw -555047.508511 + Penalty 2782.268849 = -552265.239661
  nChanged 2132
		SP:Iteration 1F (78420.110000 sec): 3 clusters
  Score: Raw -556193.608456 + Penalty 2782.268849 = -553411.339607
  nChanged 346
		SP:Iteration 2F (78420.260000 sec): 3 clusters
  Score: Raw -556426.503748 + Penalty 2782.268849 = -553644.234898
  nChanged 339
		SP:Iteration 3F (78420.460000 sec): 3 clusters
  Score: Raw -556672.288288 + Penalty 2782.268849 = -553890.019438
  nChanged 327
		SP:Iteration 4F (78420.660000 sec): 3 clusters
  Score: Raw -556931.661223 + Penalty 2782.268849 = -554149.392374
  nChanged 342
		SP:Iteration 5F (78420.800000 sec): 3 clusters
  Score: Raw -557220.786377 + Penalty 2782.268849 = -554438.517528
  nChanged 328
		SP:Iteration 6F (78420.990000 sec): 3 clusters
  Score: Raw -557495.775310 + Penalty 2782.268849 = -554713.506461
  nChanged 290
		SP:Iteration 7F (78421.190000 sec): 3 clusters
  Score: Raw -557723.085972 + Penalty 2782.268849 = -554940.817123
  nChanged 230
		SP:Iteration 8Q (78421.360000 sec): 3 clusters
  Score: Raw -557872.545846 + Penalty 2782.268849 = -555090.276997
  nChanged 163
		SP:Iteration 9Q (78421.630000 sec): 3 clusters
  Score: Raw -557970.619097 + Penalty 2782.268849 = -555188.350248
  nChanged 126
		SP:Iteration 10Q (78421.830000 sec): 3 clusters
  Score: Raw -558036.095257 + Penalty 2782.268849 = -555253.826408
  nChanged 89
		SP:Iteration 11Q (78421.980000 sec): 3 clusters
  Score: Raw -558071.165063 + Penalty 2782.268849 = -555288.896213
  nChanged 59
		SP:Iteration 12Q (78422.160000 sec): 3 clusters
  Score: Raw -558091.976962 + Penalty 2782.268849 = -555309.708113
  nChanged 40
		SP:Iteration 13Q (78422.380000 sec): 3 clusters
  Score: Raw -558104.739512 + Penalty 2782.268849 = -555322.470663
  nChanged 28
		SP:Iteration 14Q (78422.600000 sec): 3 clusters
  Score: Raw -558114.691771 + Penalty 2782.268849 = -555332.422921
  nChanged 35
		SP:Iteration 15Q (78422.770000 sec): 3 clusters
  Score: Raw -558126.072926 + Penalty 2782.268849 = -555343.804077
  nChanged 32
		SP:Iteration 16Q (78422.970000 sec): 3 clusters
  Score: Raw -558137.755840 + Penalty 2782.268849 = -555355.486991
  nChanged 31
		SP:Iteration 17Q (78423.140000 sec): 3 clusters
  Score: Raw -558152.076360 + Penalty 2782.268849 = -555369.807511
  nChanged 33
		SP:Iteration 18Q (78423.340000 sec): 3 clusters
  Score: Raw -558169.447657 + Penalty 2782.268849 = -555387.178807
  nChanged 41
		SP:Iteration 19Q (78423.540000 sec): 3 clusters
  Score: Raw -558189.821945 + Penalty 2782.268849 = -555407.553096
  nChanged 46
		SP:Iteration 20F (78423.760000 sec): 3 clusters
  Score: Raw -558206.698861 + Penalty 2782.268849 = -555424.430011
  nChanged 39
		SP:Iteration 21Q (78423.980000 sec): 3 clusters
  Score: Raw -558219.099868 + Penalty 2782.268849 = -555436.831019
  nChanged 29
		SP:Iteration 22Q (78424.150000 sec): 3 clusters
  Score: Raw -558229.619363 + Penalty 2782.268849 = -555447.350513
  nChanged 30
		SP:Iteration 23Q (78424.340000 sec): 3 clusters
  Score: Raw -558237.889295 + Penalty 2782.268849 = -555455.620446
  nChanged 21
		SP:Iteration 24Q (78424.560000 sec): 3 clusters
  Score: Raw -558243.516776 + Penalty 2782.268849 = -555461.247926
  nChanged 13
		SP:Iteration 25Q (78424.750000 sec): 3 clusters
  Score: Raw -558246.383527 + Penalty 2782.268849 = -555464.114678
  nChanged 7
		SP:Iteration 26Q (78424.950000 sec): 3 clusters
  Score: Raw -558247.947637 + Penalty 2782.268849 = -555465.678788
  nChanged 10
		SP:Iteration 27Q (78425.110000 sec): 3 clusters
  Score: Raw -558250.112374 + Penalty 2782.268849 = -555467.843525
  nChanged 8
		SP:Iteration 28Q (78425.350000 sec): 3 clusters
  Score: Raw -558252.001743 + Penalty 2782.268849 = -555469.732894
  nChanged 6
		SP:Iteration 29Q (78425.510000 sec): 3 clusters
  Score: Raw -558253.696289 + Penalty 2782.268849 = -555471.427440
  nChanged 9
		SP:Iteration 30Q (78425.640000 sec): 3 clusters
  Score: Raw -558256.040734 + Penalty 2782.268849 = -555473.771885
  nChanged 10
		SP:Iteration 31Q (78425.850000 sec): 3 clusters
  Score: Raw -558258.180919 + Penalty 2782.268849 = -555475.912069
  nChanged 10
		SP:Iteration 32Q (78426.040000 sec): 3 clusters
  Score: Raw -558260.169434 + Penalty 2782.268849 = -555477.900584
  nChanged 11
		SP:Iteration 33Q (78426.220000 sec): 3 clusters
  Score: Raw -558262.336853 + Penalty 2782.268849 = -555480.068004
  nChanged 12
		SP:Iteration 34Q (78426.380000 sec): 3 clusters
  Score: Raw -558264.368282 + Penalty 2782.268849 = -555482.099433
  nChanged 8
		SP:Iteration 35Q (78426.520000 sec): 3 clusters
  Score: Raw -558265.853736 + Penalty 2782.268849 = -555483.584887
  nChanged 6
		SP:Iteration 36Q (78426.680000 sec): 3 clusters
  Score: Raw -558266.692114 + Penalty 2782.268849 = -555484.423265
  nChanged 5
		SP:Iteration 37Q (78426.880000 sec): 3 clusters
  Score: Raw -558267.807388 + Penalty 2782.268849 = -555485.538539
  nChanged 11
		SP:Iteration 38Q (78427.070000 sec): 3 clusters
  Score: Raw -558269.774089 + Penalty 2782.268849 = -555487.505240
  nChanged 7
		SP:Iteration 39Q (78427.300000 sec): 3 clusters
  Score: Raw -558270.766910 + Penalty 2782.268849 = -555488.498061
  nChanged 5
		SP:Iteration 40F (78427.500000 sec): 3 clusters
  Score: Raw -558271.334141 + Penalty 2782.268849 = -555489.065292
  nChanged 6
		SP:Iteration 41Q (78427.670000 sec): 3 clusters
  Score: Raw -558272.546742 + Penalty 2782.268849 = -555490.277892
  nChanged 9
		SP:Iteration 42Q (78427.860000 sec): 3 clusters
  Score: Raw -558273.938151 + Penalty 2782.268849 = -555491.669302
  nChanged 5
		SP:Iteration 43Q (78428.020000 sec): 3 clusters
  Score: Raw -558274.807848 + Penalty 2782.268849 = -555492.538998
  nChanged 4
		SP:Iteration 44Q (78428.190000 sec): 3 clusters
  Score: Raw -558276.052299 + Penalty 2782.268849 = -555493.783449
  nChanged 7
		SP:Iteration 45Q (78428.400000 sec): 3 clusters
  Score: Raw -558277.601069 + Penalty 2782.268849 = -555495.332220
  nChanged 5
		SP:Iteration 46Q (78428.620000 sec): 3 clusters
  Score: Raw -558278.418761 + Penalty 2782.268849 = -555496.149912
  nChanged 5
		SP:Iteration 47Q (78428.780000 sec): 3 clusters
  Score: Raw -558280.045485 + Penalty 2782.268849 = -555497.776636
  nChanged 7
		SP:Iteration 48Q (78428.980000 sec): 3 clusters
  Score: Raw -558282.236846 + Penalty 2782.268849 = -555499.967997
  nChanged 11
		SP:Iteration 49Q (78429.180000 sec): 3 clusters
  Score: Raw -558284.993012 + Penalty 2782.268849 = -555502.724163
  nChanged 14
		SP:Iteration 50Q (78429.340000 sec): 3 clusters
  Score: Raw -558287.340570 + Penalty 2782.268849 = -555505.071721
  nChanged 6
		SP:Iteration 51Q (78429.560000 sec): 3 clusters
  Score: Raw -558288.307022 + Penalty 2782.268849 = -555506.038173
  nChanged 5
		SP:Iteration 52Q (78429.750000 sec): 3 clusters
  Score: Raw -558289.728583 + Penalty 2782.268849 = -555507.459733
  nChanged 6
		SP:Iteration 53Q (78429.950000 sec): 3 clusters
  Score: Raw -558290.683817 + Penalty 2782.268849 = -555508.414968
  nChanged 4
		SP:Iteration 54Q (78430.130000 sec): 3 clusters
  Score: Raw -558291.389961 + Penalty 2782.268849 = -555509.121112
  nChanged 2
		SP:Iteration 55Q (78430.310000 sec): 3 clusters
  Score: Raw -558291.768564 + Penalty 2782.268849 = -555509.499715
  nChanged 4
		SP:Iteration 56Q (78430.500000 sec): 3 clusters
  Score: Raw -558292.930322 + Penalty 2782.268849 = -555510.661473
  nChanged 7
		SP:Iteration 57Q (78430.690000 sec): 3 clusters
  Score: Raw -558294.126268 + Penalty 2782.268849 = -555511.857419
  nChanged 4
		SP:Iteration 58Q (78430.840000 sec): 3 clusters
  Score: Raw -558294.683924 + Penalty 2782.268849 = -555512.415075
  nChanged 2
		SP:Iteration 59Q (78431.010000 sec): 3 clusters
  Score: Raw -558294.851108 + Penalty 2782.268849 = -555512.582259
  nChanged 1
		SP:Iteration 60F (78431.190000 sec): 3 clusters
  Score: Raw -558294.996494 + Penalty 2782.268849 = -555512.727645
  nChanged 1
		SP:Iteration 61Q (78431.380000 sec): 3 clusters
  Score: Raw -558295.142731 + Penalty 2782.268849 = -555512.873882
  nChanged 1
		SP:Iteration 62Q (78431.610000 sec): 3 clusters
  Score: Raw -558295.211530 + Penalty 2782.268849 = -555512.942681
  nChanged 0
		SP:Iteration 63F (78431.780000 sec): 3 clusters
  Score: Raw -558295.211530 + Penalty 2782.268849 = -555512.942681
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78431.860000 sec): 2 clusters
  Score: Raw -317565.703032 + Penalty 1302.168267 = -316263.534765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78432.040000 sec): 3 clusters
  Score: Raw -316147.173711 + Penalty 2604.336534 = -313542.837177
  nChanged 1125
		SP:Iteration 1F (78432.230000 sec): 3 clusters
  Score: Raw -316863.536765 + Penalty 2604.336534 = -314259.200231
  nChanged 266
		SP:Iteration 2F (78432.380000 sec): 3 clusters
  Score: Raw -317092.070394 + Penalty 2604.336534 = -314487.733860
  nChanged 194
		SP:Iteration 3F (78432.560000 sec): 3 clusters
  Score: Raw -317272.439456 + Penalty 2604.336534 = -314668.102922
  nChanged 187
		SP:Iteration 4F (78432.690000 sec): 3 clusters
  Score: Raw -317436.590318 + Penalty 2604.336534 = -314832.253784
  nChanged 134
		SP:Iteration 5Q (78432.890000 sec): 3 clusters
  Score: Raw -317529.299352 + Penalty 2604.336534 = -314924.962819
  nChanged 95
		SP:Iteration 6Q (78433.100000 sec): 3 clusters
  Score: Raw -317591.246843 + Penalty 2604.336534 = -314986.910309
  nChanged 70
		SP:Iteration 7Q (78433.260000 sec): 3 clusters
  Score: Raw -317635.402132 + Penalty 2604.336534 = -315031.065598
  nChanged 69
		SP:Iteration 8Q (78433.410000 sec): 3 clusters
  Score: Raw -317673.304873 + Penalty 2604.336534 = -315068.968339
  nChanged 46
		SP:Iteration 9Q (78433.600000 sec): 3 clusters
  Score: Raw -317698.512536 + Penalty 2604.336534 = -315094.176002
  nChanged 41
		SP:Iteration 10Q (78433.800000 sec): 3 clusters
  Score: Raw -317720.999123 + Penalty 2604.336534 = -315116.662589
  nChanged 35
		SP:Iteration 11Q (78434.010000 sec): 3 clusters
  Score: Raw -317741.518947 + Penalty 2604.336534 = -315137.182413
  nChanged 37
		SP:Iteration 12Q (78434.190000 sec): 3 clusters
  Score: Raw -317765.781829 + Penalty 2604.336534 = -315161.445295
  nChanged 41
		SP:Iteration 13Q (78434.370000 sec): 3 clusters
  Score: Raw -317789.047106 + Penalty 2604.336534 = -315184.710572
  nChanged 32
		SP:Iteration 14Q (78434.530000 sec): 3 clusters
  Score: Raw -317803.572550 + Penalty 2604.336534 = -315199.236016
  nChanged 33
		SP:Iteration 15Q (78434.750000 sec): 3 clusters
  Score: Raw -317816.865679 + Penalty 2604.336534 = -315212.529145
  nChanged 23
		SP:Iteration 16Q (78434.930000 sec): 3 clusters
  Score: Raw -317826.974081 + Penalty 2604.336534 = -315222.637547
  nChanged 20
		SP:Iteration 17Q (78435.130000 sec): 3 clusters
  Score: Raw -317838.261162 + Penalty 2604.336534 = -315233.924628
  nChanged 22
		SP:Iteration 18Q (78435.310000 sec): 3 clusters
  Score: Raw -317848.532517 + Penalty 2604.336534 = -315244.195983
  nChanged 21
		SP:Iteration 19Q (78435.480000 sec): 3 clusters
  Score: Raw -317857.110507 + Penalty 2604.336534 = -315252.773973
  nChanged 28
		SP:Iteration 20F (78435.670000 sec): 3 clusters
  Score: Raw -317870.215553 + Penalty 2604.336534 = -315265.879019
  nChanged 22
		SP:Iteration 21Q (78435.840000 sec): 3 clusters
  Score: Raw -317880.711371 + Penalty 2604.336534 = -315276.374837
  nChanged 20
		SP:Iteration 22Q (78436.050000 sec): 3 clusters
  Score: Raw -317891.162323 + Penalty 2604.336534 = -315286.825789
  nChanged 18
		SP:Iteration 23Q (78436.240000 sec): 3 clusters
  Score: Raw -317898.814227 + Penalty 2604.336534 = -315294.477693
  nChanged 16
		SP:Iteration 24Q (78436.430000 sec): 3 clusters
  Score: Raw -317909.763306 + Penalty 2604.336534 = -315305.426772
  nChanged 19
		SP:Iteration 25Q (78436.590000 sec): 3 clusters
  Score: Raw -317919.750250 + Penalty 2604.336534 = -315315.413716
  nChanged 17
		SP:Iteration 26Q (78436.770000 sec): 3 clusters
  Score: Raw -317928.857601 + Penalty 2604.336534 = -315324.521067
  nChanged 22
		SP:Iteration 27Q (78436.950000 sec): 3 clusters
  Score: Raw -317940.819478 + Penalty 2604.336534 = -315336.482944
  nChanged 16
		SP:Iteration 28Q (78437.090000 sec): 3 clusters
  Score: Raw -317951.077329 + Penalty 2604.336534 = -315346.740795
  nChanged 19
		SP:Iteration 29Q (78437.310000 sec): 3 clusters
  Score: Raw -317962.635165 + Penalty 2604.336534 = -315358.298631
  nChanged 17
		SP:Iteration 30Q (78437.470000 sec): 3 clusters
  Score: Raw -317972.020400 + Penalty 2604.336534 = -315367.683866
  nChanged 10
		SP:Iteration 31Q (78437.650000 sec): 3 clusters
  Score: Raw -317977.084411 + Penalty 2604.336534 = -315372.747877
  nChanged 12
		SP:Iteration 32Q (78437.810000 sec): 3 clusters
  Score: Raw -317981.698266 + Penalty 2604.336534 = -315377.361733
  nChanged 7
		SP:Iteration 33Q (78438.030000 sec): 3 clusters
  Score: Raw -317985.041496 + Penalty 2604.336534 = -315380.704962
  nChanged 7
		SP:Iteration 34Q (78438.210000 sec): 3 clusters
  Score: Raw -317988.274885 + Penalty 2604.336534 = -315383.938351
  nChanged 8
		SP:Iteration 35Q (78438.370000 sec): 3 clusters
  Score: Raw -317991.745713 + Penalty 2604.336534 = -315387.409179
  nChanged 4
		SP:Iteration 36Q (78438.530000 sec): 3 clusters
  Score: Raw -317993.507848 + Penalty 2604.336534 = -315389.171314
  nChanged 5
		SP:Iteration 37Q (78438.710000 sec): 3 clusters
  Score: Raw -317996.002002 + Penalty 2604.336534 = -315391.665468
  nChanged 4
		SP:Iteration 38Q (78438.890000 sec): 3 clusters
  Score: Raw -317999.904974 + Penalty 2604.336534 = -315395.568440
  nChanged 9
		SP:Iteration 39Q (78439.080000 sec): 3 clusters
  Score: Raw -318004.852394 + Penalty 2604.336534 = -315400.515860
  nChanged 8
		SP:Iteration 40F (78439.240000 sec): 3 clusters
  Score: Raw -318008.155258 + Penalty 2604.336534 = -315403.818724
  nChanged 5
		SP:Iteration 41Q (78439.440000 sec): 3 clusters
  Score: Raw -318010.166558 + Penalty 2604.336534 = -315405.830024
  nChanged 3
		SP:Iteration 42Q (78439.580000 sec): 3 clusters
  Score: Raw -318011.676396 + Penalty 2604.336534 = -315407.339862
  nChanged 0
		SP:Iteration 43F (78439.770000 sec): 3 clusters
  Score: Raw -318011.676396 + Penalty 2604.336534 = -315407.339862
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78439.870000 sec): 2 clusters
  Score: Raw -318773.557558 + Penalty 1306.048255 = -317467.509303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78440.070000 sec): 3 clusters
  Score: Raw -317336.064563 + Penalty 2612.096510 = -314723.968053
  nChanged 1163
		SP:Iteration 1F (78440.270000 sec): 3 clusters
  Score: Raw -318148.291330 + Penalty 2612.096510 = -315536.194820
  nChanged 290
		SP:Iteration 2F (78440.440000 sec): 3 clusters
  Score: Raw -318480.057529 + Penalty 2612.096510 = -315867.961019
  nChanged 242
		SP:Iteration 3F (78440.610000 sec): 3 clusters
  Score: Raw -318812.342734 + Penalty 2612.096510 = -316200.246224
  nChanged 215
		SP:Iteration 4F (78440.810000 sec): 3 clusters
  Score: Raw -319082.938830 + Penalty 2612.096510 = -316470.842320
  nChanged 204
		SP:Iteration 5F (78440.990000 sec): 3 clusters
  Score: Raw -319304.087719 + Penalty 2612.096510 = -316691.991209
  nChanged 135
		SP:Iteration 6Q (78441.180000 sec): 3 clusters
  Score: Raw -319457.320133 + Penalty 2612.096510 = -316845.223623
  nChanged 115
		SP:Iteration 7Q (78441.380000 sec): 3 clusters
  Score: Raw -319608.849107 + Penalty 2612.096510 = -316996.752597
  nChanged 77
		SP:Iteration 8Q (78441.550000 sec): 3 clusters
  Score: Raw -319718.706417 + Penalty 2612.096510 = -317106.609907
  nChanged 70
		SP:Iteration 9Q (78441.710000 sec): 3 clusters
  Score: Raw -319824.891984 + Penalty 2612.096510 = -317212.795474
  nChanged 46
		SP:Iteration 10Q (78441.920000 sec): 3 clusters
  Score: Raw -319883.625251 + Penalty 2612.096510 = -317271.528741
  nChanged 34
		SP:Iteration 11Q (78442.100000 sec): 3 clusters
  Score: Raw -319928.111541 + Penalty 2612.096510 = -317316.015031
  nChanged 23
		SP:Iteration 12Q (78442.240000 sec): 3 clusters
  Score: Raw -319946.221094 + Penalty 2612.096510 = -317334.124584
  nChanged 17
		SP:Iteration 13Q (78442.430000 sec): 3 clusters
  Score: Raw -319959.585563 + Penalty 2612.096510 = -317347.489053
  nChanged 11
		SP:Iteration 14Q (78442.630000 sec): 3 clusters
  Score: Raw -319966.331807 + Penalty 2612.096510 = -317354.235297
  nChanged 4
		SP:Iteration 15Q (78442.830000 sec): 3 clusters
  Score: Raw -319967.661704 + Penalty 2612.096510 = -317355.565194
  nChanged 4
		SP:Iteration 16Q (78442.990000 sec): 3 clusters
  Score: Raw -319969.002526 + Penalty 2612.096510 = -317356.906016
  nChanged 2
		SP:Iteration 17Q (78443.190000 sec): 3 clusters
  Score: Raw -319969.553029 + Penalty 2612.096510 = -317357.456519
  nChanged 0
		SP:Iteration 18F (78443.370000 sec): 3 clusters
  Score: Raw -319969.553029 + Penalty 2612.096510 = -317357.456519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78443.540000 sec): 2 clusters
  Score: Raw -466625.170455 + Penalty 1364.521826 = -465260.648629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78443.730000 sec): 3 clusters
  Score: Raw -464343.711047 + Penalty 2729.043652 = -461614.667395
  nChanged 1739
		SP:Iteration 1F (78443.870000 sec): 3 clusters
  Score: Raw -465335.474822 + Penalty 2729.043652 = -462606.431170
  nChanged 358
		SP:Iteration 2F (78444.030000 sec): 3 clusters
  Score: Raw -465585.271786 + Penalty 2729.043652 = -462856.228134
  nChanged 270
		SP:Iteration 3F (78444.260000 sec): 3 clusters
  Score: Raw -465788.960778 + Penalty 2729.043652 = -463059.917127
  nChanged 239
		SP:Iteration 4F (78444.470000 sec): 3 clusters
  Score: Raw -465932.500262 + Penalty 2729.043652 = -463203.456610
  nChanged 201
		SP:Iteration 5Q (78444.580000 sec): 3 clusters
  Score: Raw -466044.126356 + Penalty 2729.043652 = -463315.082704
  nChanged 151
		SP:Iteration 6Q (78444.760000 sec): 3 clusters
  Score: Raw -466134.250957 + Penalty 2729.043652 = -463405.207305
  nChanged 151
		SP:Iteration 7Q (78444.950000 sec): 3 clusters
  Score: Raw -466207.472332 + Penalty 2729.043652 = -463478.428680
  nChanged 115
		SP:Iteration 8Q (78445.130000 sec): 3 clusters
  Score: Raw -466271.885055 + Penalty 2729.043652 = -463542.841403
  nChanged 120
		SP:Iteration 9Q (78445.340000 sec): 3 clusters
  Score: Raw -466339.118475 + Penalty 2729.043652 = -463610.074823
  nChanged 109
		SP:Iteration 10Q (78445.530000 sec): 3 clusters
  Score: Raw -466388.430127 + Penalty 2729.043652 = -463659.386475
  nChanged 79
		SP:Iteration 11Q (78445.720000 sec): 3 clusters
  Score: Raw -466422.989987 + Penalty 2729.043652 = -463693.946335
  nChanged 78
		SP:Iteration 12Q (78445.920000 sec): 3 clusters
  Score: Raw -466459.622102 + Penalty 2729.043652 = -463730.578450
  nChanged 73
		SP:Iteration 13Q (78446.110000 sec): 3 clusters
  Score: Raw -466489.155479 + Penalty 2729.043652 = -463760.111827
  nChanged 66
		SP:Iteration 14Q (78446.280000 sec): 3 clusters
  Score: Raw -466515.984928 + Penalty 2729.043652 = -463786.941276
  nChanged 57
		SP:Iteration 15Q (78446.520000 sec): 3 clusters
  Score: Raw -466537.201947 + Penalty 2729.043652 = -463808.158295
  nChanged 49
		SP:Iteration 16Q (78446.680000 sec): 3 clusters
  Score: Raw -466550.352258 + Penalty 2729.043652 = -463821.308607
  nChanged 29
		SP:Iteration 17Q (78446.900000 sec): 3 clusters
  Score: Raw -466558.929069 + Penalty 2729.043652 = -463829.885417
  nChanged 30
		SP:Iteration 18Q (78447.090000 sec): 3 clusters
  Score: Raw -466567.027266 + Penalty 2729.043652 = -463837.983614
  nChanged 27
		SP:Iteration 19Q (78447.260000 sec): 3 clusters
  Score: Raw -466577.013488 + Penalty 2729.043652 = -463847.969836
  nChanged 29
		SP:Iteration 20F (78447.430000 sec): 3 clusters
  Score: Raw -466584.815957 + Penalty 2729.043652 = -463855.772305
  nChanged 31
		SP:Iteration 21Q (78447.610000 sec): 3 clusters
  Score: Raw -466593.165239 + Penalty 2729.043652 = -463864.121588
  nChanged 22
		SP:Iteration 22Q (78447.810000 sec): 3 clusters
  Score: Raw -466599.248655 + Penalty 2729.043652 = -463870.205003
  nChanged 29
		SP:Iteration 23Q (78447.980000 sec): 3 clusters
  Score: Raw -466608.381208 + Penalty 2729.043652 = -463879.337556
  nChanged 30
		SP:Iteration 24Q (78448.150000 sec): 3 clusters
  Score: Raw -466618.206549 + Penalty 2729.043652 = -463889.162897
  nChanged 25
		SP:Iteration 25Q (78448.370000 sec): 3 clusters
  Score: Raw -466626.071472 + Penalty 2729.043652 = -463897.027821
  nChanged 32
		SP:Iteration 26Q (78448.550000 sec): 3 clusters
  Score: Raw -466638.051559 + Penalty 2729.043652 = -463909.007907
  nChanged 27
		SP:Iteration 27Q (78448.740000 sec): 3 clusters
  Score: Raw -466647.070917 + Penalty 2729.043652 = -463918.027265
  nChanged 26
		SP:Iteration 28Q (78448.900000 sec): 3 clusters
  Score: Raw -466657.880565 + Penalty 2729.043652 = -463928.836913
  nChanged 24
		SP:Iteration 29Q (78449.070000 sec): 3 clusters
  Score: Raw -466665.698760 + Penalty 2729.043652 = -463936.655108
  nChanged 26
		SP:Iteration 30Q (78449.230000 sec): 3 clusters
  Score: Raw -466674.590323 + Penalty 2729.043652 = -463945.546671
  nChanged 23
		SP:Iteration 31Q (78449.410000 sec): 3 clusters
  Score: Raw -466681.142256 + Penalty 2729.043652 = -463952.098605
  nChanged 24
		SP:Iteration 32Q (78449.600000 sec): 3 clusters
  Score: Raw -466689.579543 + Penalty 2729.043652 = -463960.535891
  nChanged 28
		SP:Iteration 33Q (78449.770000 sec): 3 clusters
  Score: Raw -466699.314665 + Penalty 2729.043652 = -463970.271014
  nChanged 21
		SP:Iteration 34Q (78449.910000 sec): 3 clusters
  Score: Raw -466705.299287 + Penalty 2729.043652 = -463976.255635
  nChanged 18
		SP:Iteration 35Q (78450.110000 sec): 3 clusters
  Score: Raw -466709.726227 + Penalty 2729.043652 = -463980.682575
  nChanged 15
		SP:Iteration 36Q (78450.290000 sec): 3 clusters
  Score: Raw -466712.902179 + Penalty 2729.043652 = -463983.858527
  nChanged 14
		SP:Iteration 37Q (78450.450000 sec): 3 clusters
  Score: Raw -466716.600666 + Penalty 2729.043652 = -463987.557014
  nChanged 16
		SP:Iteration 38Q (78450.650000 sec): 3 clusters
  Score: Raw -466719.466748 + Penalty 2729.043652 = -463990.423096
  nChanged 8
		SP:Iteration 39Q (78450.850000 sec): 3 clusters
  Score: Raw -466721.021956 + Penalty 2729.043652 = -463991.978304
  nChanged 4
		SP:Iteration 40F (78451.040000 sec): 3 clusters
  Score: Raw -466722.549965 + Penalty 2729.043652 = -463993.506313
  nChanged 2
		SP:Iteration 41Q (78451.280000 sec): 3 clusters
  Score: Raw -466723.024532 + Penalty 2729.043652 = -463993.980880
  nChanged 3
		SP:Iteration 42Q (78451.490000 sec): 3 clusters
  Score: Raw -466723.467306 + Penalty 2729.043652 = -463994.423655
  nChanged 7
		SP:Iteration 43Q (78451.650000 sec): 3 clusters
  Score: Raw -466724.721653 + Penalty 2729.043652 = -463995.678001
  nChanged 5
		SP:Iteration 44Q (78451.840000 sec): 3 clusters
  Score: Raw -466725.482951 + Penalty 2729.043652 = -463996.439299
  nChanged 2
		SP:Iteration 45Q (78451.970000 sec): 3 clusters
  Score: Raw -466726.201560 + Penalty 2729.043652 = -463997.157909
  nChanged 6
		SP:Iteration 46Q (78452.170000 sec): 3 clusters
  Score: Raw -466726.987519 + Penalty 2729.043652 = -463997.943867
  nChanged 3
		SP:Iteration 47Q (78452.320000 sec): 3 clusters
  Score: Raw -466727.375969 + Penalty 2729.043652 = -463998.332317
  nChanged 3
		SP:Iteration 48Q (78452.520000 sec): 3 clusters
  Score: Raw -466728.045794 + Penalty 2729.043652 = -463999.002143
  nChanged 5
		SP:Iteration 49Q (78452.700000 sec): 3 clusters
  Score: Raw -466729.159626 + Penalty 2729.043652 = -464000.115974
  nChanged 4
		SP:Iteration 50Q (78452.880000 sec): 3 clusters
  Score: Raw -466729.775545 + Penalty 2729.043652 = -464000.731893
  nChanged 2
		SP:Iteration 51Q (78453.090000 sec): 3 clusters
  Score: Raw -466730.025895 + Penalty 2729.043652 = -464000.982243
  nChanged 2
		SP:Iteration 52Q (78453.280000 sec): 3 clusters
  Score: Raw -466730.203187 + Penalty 2729.043652 = -464001.159535
  nChanged 3
		SP:Iteration 53Q (78453.450000 sec): 3 clusters
  Score: Raw -466730.537107 + Penalty 2729.043652 = -464001.493456
  nChanged 3
		SP:Iteration 54Q (78453.650000 sec): 3 clusters
  Score: Raw -466731.120702 + Penalty 2729.043652 = -464002.077050
  nChanged 3
		SP:Iteration 55Q (78453.850000 sec): 3 clusters
  Score: Raw -466731.669157 + Penalty 2729.043652 = -464002.625505
  nChanged 1
		SP:Iteration 56Q (78454.010000 sec): 3 clusters
  Score: Raw -466731.820284 + Penalty 2729.043652 = -464002.776632
  nChanged 2
		SP:Iteration 57Q (78454.200000 sec): 3 clusters
  Score: Raw -466732.257612 + Penalty 2729.043652 = -464003.213960
  nChanged 2
		SP:Iteration 58Q (78454.360000 sec): 3 clusters
  Score: Raw -466732.999239 + Penalty 2729.043652 = -464003.955587
  nChanged 4
		SP:Iteration 59Q (78454.570000 sec): 3 clusters
  Score: Raw -466733.780836 + Penalty 2729.043652 = -464004.737184
  nChanged 5
		SP:Iteration 60F (78454.770000 sec): 3 clusters
  Score: Raw -466734.544398 + Penalty 2729.043652 = -464005.500746
  nChanged 3
		SP:Iteration 61Q (78454.920000 sec): 3 clusters
  Score: Raw -466734.844527 + Penalty 2729.043652 = -464005.800876
  nChanged 2
		SP:Iteration 62Q (78455.130000 sec): 3 clusters
  Score: Raw -466735.074560 + Penalty 2729.043652 = -464006.030908
  nChanged 0
		SP:Iteration 63F (78455.300000 sec): 3 clusters
  Score: Raw -466735.074560 + Penalty 2729.043652 = -464006.030908
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78455.410000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78455.590000 sec): 3 clusters
  Score: Raw -56071.978814 + Penalty 2021.045039 = -54050.933775
  nChanged 109
		SP:Iteration 1F (78455.750000 sec): 3 clusters
  Score: Raw -56216.629030 + Penalty 2021.045039 = -54195.583991
  nChanged 24
		SP:Iteration 2Q (78455.910000 sec): 3 clusters
  Score: Raw -56243.225567 + Penalty 2021.045039 = -54222.180528
  nChanged 10
		SP:Iteration 3Q (78456.110000 sec): 3 clusters
  Score: Raw -56262.907286 + Penalty 2021.045039 = -54241.862248
  nChanged 7
		SP:Iteration 4Q (78456.260000 sec): 3 clusters
  Score: Raw -56276.924540 + Penalty 2021.045039 = -54255.879501
  nChanged 9
		SP:Iteration 5Q (78456.430000 sec): 3 clusters
  Score: Raw -56293.438472 + Penalty 2021.045039 = -54272.393434
  nChanged 5
		SP:Iteration 6Q (78456.620000 sec): 3 clusters
  Score: Raw -56299.769826 + Penalty 2021.045039 = -54278.724787
  nChanged 3
		SP:Iteration 7Q (78456.770000 sec): 3 clusters
  Score: Raw -56305.029721 + Penalty 2021.045039 = -54283.984682
  nChanged 4
		SP:Iteration 8Q (78456.940000 sec): 3 clusters
  Score: Raw -56308.294482 + Penalty 2021.045039 = -54287.249443
  nChanged 2
		SP:Iteration 9Q (78457.120000 sec): 3 clusters
  Score: Raw -56309.585104 + Penalty 2021.045039 = -54288.540065
  nChanged 2
		SP:Iteration 10Q (78457.300000 sec): 3 clusters
  Score: Raw -56310.433702 + Penalty 2021.045039 = -54289.388663
  nChanged 0
		SP:Iteration 11F (78457.440000 sec): 3 clusters
  Score: Raw -56310.433702 + Penalty 2021.045039 = -54289.388663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78457.680000 sec): 2 clusters
  Score: Raw -2174966.434234 + Penalty 1606.736983 = -2173359.697251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78458.000000 sec): 3 clusters
  Score: Raw -2163237.090818 + Penalty 3213.473966 = -2160023.616852
  nChanged 8802
		SP:Iteration 1F (78458.310000 sec): 3 clusters
  Score: Raw -2168228.832912 + Penalty 3213.473966 = -2165015.358946
  nChanged 1273
		SP:Iteration 2F (78458.620000 sec): 3 clusters
  Score: Raw -2168834.337315 + Penalty 3213.473966 = -2165620.863349
  nChanged 1183
		SP:Iteration 3F (78458.890000 sec): 3 clusters
  Score: Raw -2169412.181084 + Penalty 3213.473966 = -2166198.707118
  nChanged 1118
		SP:Iteration 4F (78459.210000 sec): 3 clusters
  Score: Raw -2169946.523590 + Penalty 3213.473966 = -2166733.049624
  nChanged 1046
		SP:Iteration 5F (78459.510000 sec): 3 clusters
  Score: Raw -2170434.130980 + Penalty 3213.473966 = -2167220.657014
  nChanged 930
		SP:Iteration 6Q (78459.800000 sec): 3 clusters
  Score: Raw -2170861.698983 + Penalty 3213.473966 = -2167648.225017
  nChanged 787
		SP:Iteration 7Q (78460.090000 sec): 3 clusters
  Score: Raw -2171213.175461 + Penalty 3213.473966 = -2167999.701495
  nChanged 721
		SP:Iteration 8Q (78460.410000 sec): 3 clusters
  Score: Raw -2171551.909455 + Penalty 3213.473966 = -2168338.435488
  nChanged 657
		SP:Iteration 9Q (78460.720000 sec): 3 clusters
  Score: Raw -2171879.560968 + Penalty 3213.473966 = -2168666.087002
  nChanged 612
		SP:Iteration 10Q (78461.000000 sec): 3 clusters
  Score: Raw -2172201.359596 + Penalty 3213.473966 = -2168987.885630
  nChanged 547
		SP:Iteration 11Q (78461.260000 sec): 3 clusters
  Score: Raw -2172523.165123 + Penalty 3213.473966 = -2169309.691157
  nChanged 535
		SP:Iteration 12Q (78461.500000 sec): 3 clusters
  Score: Raw -2172869.110093 + Penalty 3213.473966 = -2169655.636127
  nChanged 500
		SP:Iteration 13Q (78461.770000 sec): 3 clusters
  Score: Raw -2173253.824691 + Penalty 3213.473966 = -2170040.350725
  nChanged 505
		SP:Iteration 14Q (78462.050000 sec): 3 clusters
  Score: Raw -2173716.104645 + Penalty 3213.473966 = -2170502.630679
  nChanged 477
		SP:Iteration 15Q (78462.330000 sec): 3 clusters
  Score: Raw -2174073.833257 + Penalty 3213.473966 = -2170860.359290
  nChanged 346
		SP:Iteration 16Q (78462.580000 sec): 3 clusters
  Score: Raw -2174308.664220 + Penalty 3213.473966 = -2171095.190254
  nChanged 290
		SP:Iteration 17Q (78462.850000 sec): 3 clusters
  Score: Raw -2174496.220991 + Penalty 3213.473966 = -2171282.747025
  nChanged 214
		SP:Iteration 18Q (78463.140000 sec): 3 clusters
  Score: Raw -2174624.814663 + Penalty 3213.473966 = -2171411.340697
  nChanged 187
		SP:Iteration 19Q (78463.360000 sec): 3 clusters
  Score: Raw -2174726.096911 + Penalty 3213.473966 = -2171512.622945
  nChanged 162
		SP:Iteration 20F (78463.650000 sec): 3 clusters
  Score: Raw -2174815.805298 + Penalty 3213.473966 = -2171602.331332
  nChanged 146
		SP:Iteration 21Q (78463.910000 sec): 3 clusters
  Score: Raw -2174889.680172 + Penalty 3213.473966 = -2171676.206206
  nChanged 130
		SP:Iteration 22Q (78464.170000 sec): 3 clusters
  Score: Raw -2174968.915176 + Penalty 3213.473966 = -2171755.441210
  nChanged 116
		SP:Iteration 23Q (78464.410000 sec): 3 clusters
  Score: Raw -2175027.570811 + Penalty 3213.473966 = -2171814.096845
  nChanged 99
		SP:Iteration 24Q (78464.670000 sec): 3 clusters
  Score: Raw -2175071.962565 + Penalty 3213.473966 = -2171858.488599
  nChanged 81
		SP:Iteration 25Q (78464.900000 sec): 3 clusters
  Score: Raw -2175104.861280 + Penalty 3213.473966 = -2171891.387314
  nChanged 59
		SP:Iteration 26Q (78465.170000 sec): 3 clusters
  Score: Raw -2175126.205313 + Penalty 3213.473966 = -2171912.731347
  nChanged 47
		SP:Iteration 27Q (78465.430000 sec): 3 clusters
  Score: Raw -2175141.565924 + Penalty 3213.473966 = -2171928.091957
  nChanged 39
		SP:Iteration 28Q (78465.660000 sec): 3 clusters
  Score: Raw -2175153.227665 + Penalty 3213.473966 = -2171939.753699
  nChanged 27
		SP:Iteration 29Q (78465.860000 sec): 3 clusters
  Score: Raw -2175162.083740 + Penalty 3213.473966 = -2171948.609774
  nChanged 33
		SP:Iteration 30Q (78466.080000 sec): 3 clusters
  Score: Raw -2175173.659504 + Penalty 3213.473966 = -2171960.185538
  nChanged 33
		SP:Iteration 31Q (78466.330000 sec): 3 clusters
  Score: Raw -2175182.328006 + Penalty 3213.473966 = -2171968.854039
  nChanged 28
		SP:Iteration 32Q (78466.600000 sec): 3 clusters
  Score: Raw -2175191.565428 + Penalty 3213.473966 = -2171978.091462
  nChanged 37
		SP:Iteration 33Q (78466.860000 sec): 3 clusters
  Score: Raw -2175201.616169 + Penalty 3213.473966 = -2171988.142203
  nChanged 31
		SP:Iteration 34Q (78467.120000 sec): 3 clusters
  Score: Raw -2175209.014203 + Penalty 3213.473966 = -2171995.540237
  nChanged 19
		SP:Iteration 35Q (78467.410000 sec): 3 clusters
  Score: Raw -2175213.116491 + Penalty 3213.473966 = -2171999.642525
  nChanged 14
		SP:Iteration 36Q (78467.660000 sec): 3 clusters
  Score: Raw -2175215.758316 + Penalty 3213.473966 = -2172002.284349
  nChanged 6
		SP:Iteration 37Q (78467.950000 sec): 3 clusters
  Score: Raw -2175217.025039 + Penalty 3213.473966 = -2172003.551073
  nChanged 11
		SP:Iteration 38Q (78468.230000 sec): 3 clusters
  Score: Raw -2175219.633393 + Penalty 3213.473966 = -2172006.159426
  nChanged 15
		SP:Iteration 39Q (78468.540000 sec): 3 clusters
  Score: Raw -2175222.990460 + Penalty 3213.473966 = -2172009.516494
  nChanged 12
		SP:Iteration 40F (78468.800000 sec): 3 clusters
  Score: Raw -2175224.842949 + Penalty 3213.473966 = -2172011.368983
  nChanged 8
		SP:Iteration 41Q (78469.040000 sec): 3 clusters
  Score: Raw -2175226.264985 + Penalty 3213.473966 = -2172012.791019
  nChanged 4
		SP:Iteration 42Q (78469.300000 sec): 3 clusters
  Score: Raw -2175226.725752 + Penalty 3213.473966 = -2172013.251786
  nChanged 3
		SP:Iteration 43Q (78469.610000 sec): 3 clusters
  Score: Raw -2175227.118055 + Penalty 3213.473966 = -2172013.644089
  nChanged 3
		SP:Iteration 44Q (78469.850000 sec): 3 clusters
  Score: Raw -2175227.465890 + Penalty 3213.473966 = -2172013.991924
  nChanged 1
		SP:Iteration 45Q (78470.130000 sec): 3 clusters
  Score: Raw -2175227.707535 + Penalty 3213.473966 = -2172014.233569
  nChanged 1
		SP:Iteration 46Q (78470.400000 sec): 3 clusters
  Score: Raw -2175228.074211 + Penalty 3213.473966 = -2172014.600244
  nChanged 1
		SP:Iteration 47Q (78470.680000 sec): 3 clusters
  Score: Raw -2175228.249681 + Penalty 3213.473966 = -2172014.775715
  nChanged 1
		SP:Iteration 48Q (78470.990000 sec): 3 clusters
  Score: Raw -2175228.430814 + Penalty 3213.473966 = -2172014.956847
  nChanged 0
		SP:Iteration 49F (78471.280000 sec): 3 clusters
  Score: Raw -2175228.430814 + Penalty 3213.473966 = -2172014.956847
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78471.390000 sec): 2 clusters
  Score: Raw -398091.642682 + Penalty 1332.947912 = -396758.694770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78471.580000 sec): 3 clusters
  Score: Raw -396316.558090 + Penalty 2665.895824 = -393650.662266
  nChanged 1413
		SP:Iteration 1F (78471.770000 sec): 3 clusters
  Score: Raw -397117.068879 + Penalty 2665.895824 = -394451.173055
  nChanged 273
		SP:Iteration 2F (78471.960000 sec): 3 clusters
  Score: Raw -397289.742156 + Penalty 2665.895824 = -394623.846332
  nChanged 192
		SP:Iteration 3F (78472.130000 sec): 3 clusters
  Score: Raw -397387.215307 + Penalty 2665.895824 = -394721.319483
  nChanged 122
		SP:Iteration 4Q (78472.330000 sec): 3 clusters
  Score: Raw -397449.882179 + Penalty 2665.895824 = -394783.986355
  nChanged 94
		SP:Iteration 5Q (78472.480000 sec): 3 clusters
  Score: Raw -397494.678897 + Penalty 2665.895824 = -394828.783073
  nChanged 84
		SP:Iteration 6Q (78472.650000 sec): 3 clusters
  Score: Raw -397540.843268 + Penalty 2665.895824 = -394874.947444
  nChanged 84
		SP:Iteration 7Q (78472.850000 sec): 3 clusters
  Score: Raw -397587.729872 + Penalty 2665.895824 = -394921.834048
  nChanged 75
		SP:Iteration 8Q (78473.040000 sec): 3 clusters
  Score: Raw -397628.349545 + Penalty 2665.895824 = -394962.453721
  nChanged 83
		SP:Iteration 9Q (78473.220000 sec): 3 clusters
  Score: Raw -397672.445994 + Penalty 2665.895824 = -395006.550170
  nChanged 79
		SP:Iteration 10Q (78473.420000 sec): 3 clusters
  Score: Raw -397711.936962 + Penalty 2665.895824 = -395046.041137
  nChanged 66
		SP:Iteration 11Q (78473.580000 sec): 3 clusters
  Score: Raw -397739.992958 + Penalty 2665.895824 = -395074.097134
  nChanged 46
		SP:Iteration 12Q (78473.810000 sec): 3 clusters
  Score: Raw -397761.677113 + Penalty 2665.895824 = -395095.781289
  nChanged 49
		SP:Iteration 13Q (78474.000000 sec): 3 clusters
  Score: Raw -397789.974751 + Penalty 2665.895824 = -395124.078927
  nChanged 50
		SP:Iteration 14Q (78474.200000 sec): 3 clusters
  Score: Raw -397818.002948 + Penalty 2665.895824 = -395152.107124
  nChanged 56
		SP:Iteration 15Q (78474.400000 sec): 3 clusters
  Score: Raw -397849.750332 + Penalty 2665.895824 = -395183.854508
  nChanged 55
		SP:Iteration 16Q (78474.540000 sec): 3 clusters
  Score: Raw -397885.315570 + Penalty 2665.895824 = -395219.419746
  nChanged 69
		SP:Iteration 17Q (78474.780000 sec): 3 clusters
  Score: Raw -397923.765203 + Penalty 2665.895824 = -395257.869379
  nChanged 71
		SP:Iteration 18Q (78474.960000 sec): 3 clusters
  Score: Raw -397968.943391 + Penalty 2665.895824 = -395303.047567
  nChanged 62
		SP:Iteration 19Q (78475.160000 sec): 3 clusters
  Score: Raw -398001.100652 + Penalty 2665.895824 = -395335.204828
  nChanged 48
		SP:Iteration 20F (78475.320000 sec): 3 clusters
  Score: Raw -398022.400947 + Penalty 2665.895824 = -395356.505123
  nChanged 45
		SP:Iteration 21Q (78475.530000 sec): 3 clusters
  Score: Raw -398044.014009 + Penalty 2665.895824 = -395378.118185
  nChanged 38
		SP:Iteration 22Q (78475.680000 sec): 3 clusters
  Score: Raw -398063.688274 + Penalty 2665.895824 = -395397.792449
  nChanged 42
		SP:Iteration 23Q (78475.900000 sec): 3 clusters
  Score: Raw -398082.945656 + Penalty 2665.895824 = -395417.049832
  nChanged 34
		SP:Iteration 24Q (78476.050000 sec): 3 clusters
  Score: Raw -398099.197581 + Penalty 2665.895824 = -395433.301757
  nChanged 34
		SP:Iteration 25Q (78476.230000 sec): 3 clusters
  Score: Raw -398115.873246 + Penalty 2665.895824 = -395449.977422
  nChanged 40
		SP:Iteration 26Q (78476.420000 sec): 3 clusters
  Score: Raw -398135.556548 + Penalty 2665.895824 = -395469.660724
  nChanged 30
		SP:Iteration 27Q (78476.570000 sec): 3 clusters
  Score: Raw -398149.185326 + Penalty 2665.895824 = -395483.289502
  nChanged 19
		SP:Iteration 28Q (78476.730000 sec): 3 clusters
  Score: Raw -398156.192138 + Penalty 2665.895824 = -395490.296313
  nChanged 16
		SP:Iteration 29Q (78476.920000 sec): 3 clusters
  Score: Raw -398161.251358 + Penalty 2665.895824 = -395495.355534
  nChanged 13
		SP:Iteration 30Q (78477.080000 sec): 3 clusters
  Score: Raw -398165.699825 + Penalty 2665.895824 = -395499.804001
  nChanged 13
		SP:Iteration 31Q (78477.240000 sec): 3 clusters
  Score: Raw -398172.175610 + Penalty 2665.895824 = -395506.279786
  nChanged 19
		SP:Iteration 32Q (78477.420000 sec): 3 clusters
  Score: Raw -398183.754243 + Penalty 2665.895824 = -395517.858419
  nChanged 24
		SP:Iteration 33Q (78477.560000 sec): 3 clusters
  Score: Raw -398196.461542 + Penalty 2665.895824 = -395530.565718
  nChanged 19
		SP:Iteration 34Q (78477.770000 sec): 3 clusters
  Score: Raw -398206.608940 + Penalty 2665.895824 = -395540.713116
  nChanged 18
		SP:Iteration 35Q (78477.940000 sec): 3 clusters
  Score: Raw -398214.306999 + Penalty 2665.895824 = -395548.411175
  nChanged 20
		SP:Iteration 36Q (78478.150000 sec): 3 clusters
  Score: Raw -398223.253308 + Penalty 2665.895824 = -395557.357484
  nChanged 18
		SP:Iteration 37Q (78478.330000 sec): 3 clusters
  Score: Raw -398232.477068 + Penalty 2665.895824 = -395566.581244
  nChanged 17
		SP:Iteration 38Q (78478.520000 sec): 3 clusters
  Score: Raw -398241.071255 + Penalty 2665.895824 = -395575.175431
  nChanged 14
		SP:Iteration 39Q (78478.710000 sec): 3 clusters
  Score: Raw -398248.254137 + Penalty 2665.895824 = -395582.358313
  nChanged 21
		SP:Iteration 40F (78478.900000 sec): 3 clusters
  Score: Raw -398261.059601 + Penalty 2665.895824 = -395595.163777
  nChanged 15
		SP:Iteration 41Q (78479.080000 sec): 3 clusters
  Score: Raw -398269.879479 + Penalty 2665.895824 = -395603.983655
  nChanged 12
		SP:Iteration 42Q (78479.280000 sec): 3 clusters
  Score: Raw -398275.655070 + Penalty 2665.895824 = -395609.759246
  nChanged 10
		SP:Iteration 43Q (78479.480000 sec): 3 clusters
  Score: Raw -398280.797779 + Penalty 2665.895824 = -395614.901955
  nChanged 13
		SP:Iteration 44Q (78479.660000 sec): 3 clusters
  Score: Raw -398286.760650 + Penalty 2665.895824 = -395620.864826
  nChanged 8
		SP:Iteration 45Q (78479.860000 sec): 3 clusters
  Score: Raw -398290.562685 + Penalty 2665.895824 = -395624.666861
  nChanged 16
		SP:Iteration 46Q (78480.030000 sec): 3 clusters
  Score: Raw -398299.414757 + Penalty 2665.895824 = -395633.518932
  nChanged 18
		SP:Iteration 47Q (78480.210000 sec): 3 clusters
  Score: Raw -398309.975647 + Penalty 2665.895824 = -395644.079823
  nChanged 11
		SP:Iteration 48Q (78480.400000 sec): 3 clusters
  Score: Raw -398316.179004 + Penalty 2665.895824 = -395650.283180
  nChanged 15
		SP:Iteration 49Q (78480.510000 sec): 3 clusters
  Score: Raw -398325.032855 + Penalty 2665.895824 = -395659.137031
  nChanged 7
		SP:Iteration 50Q (78480.690000 sec): 3 clusters
  Score: Raw -398329.308468 + Penalty 2665.895824 = -395663.412644
  nChanged 6
		SP:Iteration 51Q (78480.930000 sec): 3 clusters
  Score: Raw -398331.658626 + Penalty 2665.895824 = -395665.762802
  nChanged 3
		SP:Iteration 52Q (78481.060000 sec): 3 clusters
  Score: Raw -398333.137681 + Penalty 2665.895824 = -395667.241857
  nChanged 4
		SP:Iteration 53Q (78481.220000 sec): 3 clusters
  Score: Raw -398334.668173 + Penalty 2665.895824 = -395668.772349
  nChanged 4
		SP:Iteration 54Q (78481.410000 sec): 3 clusters
  Score: Raw -398338.365332 + Penalty 2665.895824 = -395672.469508
  nChanged 5
		SP:Iteration 55Q (78481.670000 sec): 3 clusters
  Score: Raw -398342.105483 + Penalty 2665.895824 = -395676.209659
  nChanged 4
		SP:Iteration 56Q (78481.830000 sec): 3 clusters
  Score: Raw -398344.923437 + Penalty 2665.895824 = -395679.027612
  nChanged 2
		SP:Iteration 57Q (78482.020000 sec): 3 clusters
  Score: Raw -398346.506971 + Penalty 2665.895824 = -395680.611147
  nChanged 2
		SP:Iteration 58Q (78482.170000 sec): 3 clusters
  Score: Raw -398347.073234 + Penalty 2665.895824 = -395681.177410
  nChanged 2
		SP:Iteration 59Q (78482.370000 sec): 3 clusters
  Score: Raw -398347.734221 + Penalty 2665.895824 = -395681.838397
  nChanged 1
		SP:Iteration 60F (78482.540000 sec): 3 clusters
  Score: Raw -398348.325324 + Penalty 2665.895824 = -395682.429499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78482.640000 sec): 2 clusters
  Score: Raw -21585.034001 + Penalty 877.201439 = -20707.832562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78482.760000 sec): 3 clusters
  Score: Raw -21718.042176 + Penalty 1754.402878 = -19963.639298
  nChanged 39
		SP:Iteration 1F (78482.930000 sec): 3 clusters
  Score: Raw -21821.125742 + Penalty 1754.402878 = -20066.722864
  nChanged 9
		SP:Iteration 2Q (78483.130000 sec): 3 clusters
  Score: Raw -21860.193819 + Penalty 1754.402878 = -20105.790941
  nChanged 10
		SP:Iteration 3Q (78483.270000 sec): 3 clusters
  Score: Raw -21889.441165 + Penalty 1754.402878 = -20135.038287
  nChanged 15
		SP:Iteration 4F (78483.430000 sec): 3 clusters
  Score: Raw -21962.894295 + Penalty 1754.402878 = -20208.491417
  nChanged 11
		SP:Iteration 5Q (78483.630000 sec): 3 clusters
  Score: Raw -22016.365387 + Penalty 1754.402878 = -20261.962509
  nChanged 12
		SP:Iteration 6F (78483.780000 sec): 3 clusters
  Score: Raw -22141.645122 + Penalty 1754.402878 = -20387.242244
  nChanged 8
		SP:Iteration 7Q (78483.950000 sec): 3 clusters
  Score: Raw -22202.868893 + Penalty 1754.402878 = -20448.466015
  nChanged 8
		SP:Iteration 8Q (78484.150000 sec): 3 clusters
  Score: Raw -22283.624352 + Penalty 1754.402878 = -20529.221474
  nChanged 5
		SP:Iteration 9Q (78484.320000 sec): 3 clusters
  Score: Raw -22368.679494 + Penalty 1754.402878 = -20614.276616
  nChanged 1
		SP:Iteration 10Q (78484.460000 sec): 3 clusters
  Score: Raw -22375.342081 + Penalty 1754.402878 = -20620.939203
  nChanged 0
		SP:Iteration 11F (78484.610000 sec): 3 clusters
  Score: Raw -22375.342081 + Penalty 1754.402878 = -20620.939203
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78484.740000 sec): 2 clusters
  Score: Raw -734972.183552 + Penalty 1430.312147 = -733541.871405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78484.960000 sec): 3 clusters
  Score: Raw -731344.926389 + Penalty 2860.624294 = -728484.302095
  nChanged 2741
		SP:Iteration 1F (78485.150000 sec): 3 clusters
  Score: Raw -732825.348460 + Penalty 2860.624294 = -729964.724166
  nChanged 459
		SP:Iteration 2F (78485.390000 sec): 3 clusters
  Score: Raw -733024.798994 + Penalty 2860.624294 = -730164.174700
  nChanged 330
		SP:Iteration 3Q (78485.570000 sec): 3 clusters
  Score: Raw -733150.417297 + Penalty 2860.624294 = -730289.793003
  nChanged 207
		SP:Iteration 4Q (78485.800000 sec): 3 clusters
  Score: Raw -733232.712149 + Penalty 2860.624294 = -730372.087855
  nChanged 186
		SP:Iteration 5Q (78485.960000 sec): 3 clusters
  Score: Raw -733301.768299 + Penalty 2860.624294 = -730441.144006
  nChanged 184
		SP:Iteration 6Q (78486.180000 sec): 3 clusters
  Score: Raw -733362.010330 + Penalty 2860.624294 = -730501.386036
  nChanged 156
		SP:Iteration 7Q (78486.400000 sec): 3 clusters
  Score: Raw -733413.303042 + Penalty 2860.624294 = -730552.678748
  nChanged 134
		SP:Iteration 8Q (78486.590000 sec): 3 clusters
  Score: Raw -733458.652701 + Penalty 2860.624294 = -730598.028408
  nChanged 130
		SP:Iteration 9Q (78486.840000 sec): 3 clusters
  Score: Raw -733509.874204 + Penalty 2860.624294 = -730649.249910
  nChanged 141
		SP:Iteration 10Q (78487.010000 sec): 3 clusters
  Score: Raw -733559.600371 + Penalty 2860.624294 = -730698.976078
  nChanged 138
		SP:Iteration 11Q (78487.200000 sec): 3 clusters
  Score: Raw -733604.142723 + Penalty 2860.624294 = -730743.518430
  nChanged 142
		SP:Iteration 12Q (78487.370000 sec): 3 clusters
  Score: Raw -733663.428559 + Penalty 2860.624294 = -730802.804265
  nChanged 173
		SP:Iteration 13Q (78487.590000 sec): 3 clusters
  Score: Raw -733744.334778 + Penalty 2860.624294 = -730883.710485
  nChanged 184
		SP:Iteration 14Q (78487.790000 sec): 3 clusters
  Score: Raw -733834.720647 + Penalty 2860.624294 = -730974.096353
  nChanged 198
		SP:Iteration 15Q (78487.970000 sec): 3 clusters
  Score: Raw -733938.788669 + Penalty 2860.624294 = -731078.164375
  nChanged 220
		SP:Iteration 16Q (78488.180000 sec): 3 clusters
  Score: Raw -734061.913649 + Penalty 2860.624294 = -731201.289355
  nChanged 221
		SP:Iteration 17Q (78488.410000 sec): 3 clusters
  Score: Raw -734203.441845 + Penalty 2860.624294 = -731342.817551
  nChanged 202
		SP:Iteration 18Q (78488.590000 sec): 3 clusters
  Score: Raw -734324.640770 + Penalty 2860.624294 = -731464.016476
  nChanged 192
		SP:Iteration 19Q (78488.800000 sec): 3 clusters
  Score: Raw -734441.369976 + Penalty 2860.624294 = -731580.745682
  nChanged 173
		SP:Iteration 20F (78489.030000 sec): 3 clusters
  Score: Raw -734545.662594 + Penalty 2860.624294 = -731685.038301
  nChanged 159
		SP:Iteration 21Q (78489.190000 sec): 3 clusters
  Score: Raw -734663.614506 + Penalty 2860.624294 = -731802.990213
  nChanged 141
		SP:Iteration 22Q (78489.400000 sec): 3 clusters
  Score: Raw -734766.316915 + Penalty 2860.624294 = -731905.692621
  nChanged 117
		SP:Iteration 23Q (78489.610000 sec): 3 clusters
  Score: Raw -734847.851855 + Penalty 2860.624294 = -731987.227562
  nChanged 105
		SP:Iteration 24Q (78489.770000 sec): 3 clusters
  Score: Raw -734935.302408 + Penalty 2860.624294 = -732074.678114
  nChanged 83
		SP:Iteration 25Q (78489.960000 sec): 3 clusters
  Score: Raw -735007.985114 + Penalty 2860.624294 = -732147.360820
  nChanged 71
		SP:Iteration 26Q (78490.190000 sec): 3 clusters
  Score: Raw -735061.579867 + Penalty 2860.624294 = -732200.955573
  nChanged 54
		SP:Iteration 27Q (78490.380000 sec): 3 clusters
  Score: Raw -735104.224545 + Penalty 2860.624294 = -732243.600251
  nChanged 39
		SP:Iteration 28Q (78490.550000 sec): 3 clusters
  Score: Raw -735144.972692 + Penalty 2860.624294 = -732284.348398
  nChanged 37
		SP:Iteration 29Q (78490.730000 sec): 3 clusters
  Score: Raw -735180.658418 + Penalty 2860.624294 = -732320.034124
  nChanged 30
		SP:Iteration 30Q (78490.930000 sec): 3 clusters
  Score: Raw -735219.144346 + Penalty 2860.624294 = -732358.520052
  nChanged 25
		SP:Iteration 31Q (78491.180000 sec): 3 clusters
  Score: Raw -735239.095111 + Penalty 2860.624294 = -732378.470817
  nChanged 31
		SP:Iteration 32Q (78491.370000 sec): 3 clusters
  Score: Raw -735273.161027 + Penalty 2860.624294 = -732412.536733
  nChanged 31
		SP:Iteration 33Q (78491.560000 sec): 3 clusters
  Score: Raw -735297.519745 + Penalty 2860.624294 = -732436.895452
  nChanged 27
		SP:Iteration 34Q (78491.730000 sec): 3 clusters
  Score: Raw -735317.391054 + Penalty 2860.624294 = -732456.766760
  nChanged 18
		SP:Iteration 35Q (78491.930000 sec): 3 clusters
  Score: Raw -735327.933798 + Penalty 2860.624294 = -732467.309505
  nChanged 18
		SP:Iteration 36Q (78492.120000 sec): 3 clusters
  Score: Raw -735338.642239 + Penalty 2860.624294 = -732478.017945
  nChanged 12
		SP:Iteration 37Q (78492.300000 sec): 3 clusters
  Score: Raw -735345.478096 + Penalty 2860.624294 = -732484.853802
  nChanged 9
		SP:Iteration 38Q (78492.520000 sec): 3 clusters
  Score: Raw -735350.003861 + Penalty 2860.624294 = -732489.379567
  nChanged 7
		SP:Iteration 39Q (78492.720000 sec): 3 clusters
  Score: Raw -735354.262290 + Penalty 2860.624294 = -732493.637996
  nChanged 5
		SP:Iteration 40F (78492.900000 sec): 3 clusters
  Score: Raw -735359.353230 + Penalty 2860.624294 = -732498.728936
  nChanged 13
		SP:Iteration 41Q (78493.130000 sec): 3 clusters
  Score: Raw -735369.737331 + Penalty 2860.624294 = -732509.113037
  nChanged 14
		SP:Iteration 42Q (78493.300000 sec): 3 clusters
  Score: Raw -735378.075666 + Penalty 2860.624294 = -732517.451372
  nChanged 9
		SP:Iteration 43Q (78493.480000 sec): 3 clusters
  Score: Raw -735385.788878 + Penalty 2860.624294 = -732525.164584
  nChanged 10
		SP:Iteration 44Q (78493.720000 sec): 3 clusters
  Score: Raw -735391.364537 + Penalty 2860.624294 = -732530.740243
  nChanged 8
		SP:Iteration 45Q (78493.920000 sec): 3 clusters
  Score: Raw -735396.389443 + Penalty 2860.624294 = -732535.765149
  nChanged 6
		SP:Iteration 46Q (78494.160000 sec): 3 clusters
  Score: Raw -735399.539907 + Penalty 2860.624294 = -732538.915613
  nChanged 6
		SP:Iteration 47Q (78494.350000 sec): 3 clusters
  Score: Raw -735401.486289 + Penalty 2860.624294 = -732540.861995
  nChanged 4
		SP:Iteration 48Q (78494.520000 sec): 3 clusters
  Score: Raw -735403.364380 + Penalty 2860.624294 = -732542.740087
  nChanged 2
		SP:Iteration 49Q (78494.720000 sec): 3 clusters
  Score: Raw -735404.748237 + Penalty 2860.624294 = -732544.123943
  nChanged 3
		SP:Iteration 50Q (78494.930000 sec): 3 clusters
  Score: Raw -735406.685296 + Penalty 2860.624294 = -732546.061002
  nChanged 3
		SP:Iteration 51Q (78495.120000 sec): 3 clusters
  Score: Raw -735408.934446 + Penalty 2860.624294 = -732548.310152
  nChanged 1
		SP:Iteration 52Q (78495.290000 sec): 3 clusters
  Score: Raw -735409.203518 + Penalty 2860.624294 = -732548.579224
  nChanged 1
		SP:Iteration 53Q (78495.510000 sec): 3 clusters
  Score: Raw -735409.931157 + Penalty 2860.624294 = -732549.306863
  nChanged 1
		SP:Iteration 54Q (78495.690000 sec): 3 clusters
  Score: Raw -735411.161095 + Penalty 2860.624294 = -732550.536801
  nChanged 3
		SP:Iteration 55Q (78495.920000 sec): 3 clusters
  Score: Raw -735412.559411 + Penalty 2860.624294 = -732551.935117
  nChanged 1
		SP:Iteration 56Q (78496.090000 sec): 3 clusters
  Score: Raw -735413.007229 + Penalty 2860.624294 = -732552.382935
  nChanged 1
		SP:Iteration 57Q (78496.330000 sec): 3 clusters
  Score: Raw -735413.305911 + Penalty 2860.624294 = -732552.681617
  nChanged 0
		SP:Iteration 58F (78496.500000 sec): 3 clusters
  Score: Raw -735413.305911 + Penalty 2860.624294 = -732552.681617
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78496.670000 sec): 2 clusters
  Score: Raw -255769.891581 + Penalty 1281.304854 = -254488.586727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78496.840000 sec): 3 clusters
  Score: Raw -254575.551415 + Penalty 2562.609707 = -252012.941707
  nChanged 979
		SP:Iteration 1F (78497.020000 sec): 3 clusters
  Score: Raw -255266.020043 + Penalty 2562.609707 = -252703.410336
  nChanged 247
		SP:Iteration 2F (78497.170000 sec): 3 clusters
  Score: Raw -255483.963279 + Penalty 2562.609707 = -252921.353571
  nChanged 202
		SP:Iteration 3F (78497.400000 sec): 3 clusters
  Score: Raw -255683.389027 + Penalty 2562.609707 = -253120.779320
  nChanged 155
		SP:Iteration 4F (78497.560000 sec): 3 clusters
  Score: Raw -255836.564367 + Penalty 2562.609707 = -253273.954660
  nChanged 120
		SP:Iteration 5Q (78497.760000 sec): 3 clusters
  Score: Raw -255942.252195 + Penalty 2562.609707 = -253379.642487
  nChanged 106
		SP:Iteration 6Q (78497.930000 sec): 3 clusters
  Score: Raw -256033.763170 + Penalty 2562.609707 = -253471.153463
  nChanged 89
		SP:Iteration 7Q (78498.090000 sec): 3 clusters
  Score: Raw -256105.394091 + Penalty 2562.609707 = -253542.784383
  nChanged 60
		SP:Iteration 8Q (78498.320000 sec): 3 clusters
  Score: Raw -256151.243388 + Penalty 2562.609707 = -253588.633681
  nChanged 56
		SP:Iteration 9Q (78498.480000 sec): 3 clusters
  Score: Raw -256193.686678 + Penalty 2562.609707 = -253631.076971
  nChanged 52
		SP:Iteration 10Q (78498.610000 sec): 3 clusters
  Score: Raw -256233.622609 + Penalty 2562.609707 = -253671.012902
  nChanged 40
		SP:Iteration 11Q (78498.780000 sec): 3 clusters
  Score: Raw -256260.945126 + Penalty 2562.609707 = -253698.335419
  nChanged 37
		SP:Iteration 12Q (78498.940000 sec): 3 clusters
  Score: Raw -256280.327839 + Penalty 2562.609707 = -253717.718132
  nChanged 27
		SP:Iteration 13Q (78499.140000 sec): 3 clusters
  Score: Raw -256295.970003 + Penalty 2562.609707 = -253733.360295
  nChanged 21
		SP:Iteration 14Q (78499.310000 sec): 3 clusters
  Score: Raw -256306.398827 + Penalty 2562.609707 = -253743.789120
  nChanged 16
		SP:Iteration 15Q (78499.480000 sec): 3 clusters
  Score: Raw -256313.988527 + Penalty 2562.609707 = -253751.378820
  nChanged 8
		SP:Iteration 16Q (78499.680000 sec): 3 clusters
  Score: Raw -256317.102354 + Penalty 2562.609707 = -253754.492646
  nChanged 2
		SP:Iteration 17Q (78499.870000 sec): 3 clusters
  Score: Raw -256318.175533 + Penalty 2562.609707 = -253755.565825
  nChanged 3
		SP:Iteration 18Q (78500.040000 sec): 3 clusters
  Score: Raw -256318.814372 + Penalty 2562.609707 = -253756.204664
  nChanged 1
		SP:Iteration 19Q (78500.180000 sec): 3 clusters
  Score: Raw -256319.445353 + Penalty 2562.609707 = -253756.835646
  nChanged 2
		SP:Iteration 20F (78500.350000 sec): 3 clusters
  Score: Raw -256321.604857 + Penalty 2562.609707 = -253758.995150
  nChanged 1
		SP:Iteration 21Q (78500.540000 sec): 3 clusters
  Score: Raw -256322.161253 + Penalty 2562.609707 = -253759.551545
  nChanged 1
		SP:Iteration 22Q (78500.730000 sec): 3 clusters
  Score: Raw -256322.914734 + Penalty 2562.609707 = -253760.305027
  nChanged 5
		SP:Iteration 23Q (78500.890000 sec): 3 clusters
  Score: Raw -256325.856857 + Penalty 2562.609707 = -253763.247150
  nChanged 9
		SP:Iteration 24Q (78501.090000 sec): 3 clusters
  Score: Raw -256328.553346 + Penalty 2562.609707 = -253765.943638
  nChanged 4
		SP:Iteration 25Q (78501.280000 sec): 3 clusters
  Score: Raw -256329.602400 + Penalty 2562.609707 = -253766.992692
  nChanged 3
		SP:Iteration 26Q (78501.460000 sec): 3 clusters
  Score: Raw -256331.921013 + Penalty 2562.609707 = -253769.311306
  nChanged 6
		SP:Iteration 27Q (78501.640000 sec): 3 clusters
  Score: Raw -256335.557850 + Penalty 2562.609707 = -253772.948142
  nChanged 3
		SP:Iteration 28Q (78501.860000 sec): 3 clusters
  Score: Raw -256337.185063 + Penalty 2562.609707 = -253774.575356
  nChanged 2
		SP:Iteration 29Q (78502.000000 sec): 3 clusters
  Score: Raw -256338.032562 + Penalty 2562.609707 = -253775.422854
  nChanged 2
		SP:Iteration 30Q (78502.160000 sec): 3 clusters
  Score: Raw -256338.923522 + Penalty 2562.609707 = -253776.313814
  nChanged 1
		SP:Iteration 31Q (78502.330000 sec): 3 clusters
  Score: Raw -256339.456346 + Penalty 2562.609707 = -253776.846638
  nChanged 0
		SP:Iteration 32F (78502.520000 sec): 3 clusters
  Score: Raw -256339.456346 + Penalty 2562.609707 = -253776.846638
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78502.660000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78502.820000 sec): 3 clusters
  Score: Raw -24403.258425 + Penalty 1786.579673 = -22616.678751
  nChanged 40
		SP:Iteration 1F (78502.970000 sec): 3 clusters
  Score: Raw -24517.871593 + Penalty 1786.579673 = -22731.291919
  nChanged 11
		SP:Iteration 2Q (78503.190000 sec): 3 clusters
  Score: Raw -24553.057339 + Penalty 1786.579673 = -22766.477666
  nChanged 5
		SP:Iteration 3Q (78503.360000 sec): 3 clusters
  Score: Raw -24569.785764 + Penalty 1786.579673 = -22783.206090
  nChanged 2
		SP:Iteration 4Q (78503.520000 sec): 3 clusters
  Score: Raw -24583.739300 + Penalty 1786.579673 = -22797.159627
  nChanged 1
		SP:Iteration 5Q (78503.680000 sec): 3 clusters
  Score: Raw -24584.785707 + Penalty 1786.579673 = -22798.206034
  nChanged 0
		SP:Iteration 6F (78503.880000 sec): 3 clusters
  Score: Raw -24584.785707 + Penalty 1786.579673 = -22798.206034
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78503.980000 sec): 2 clusters
  Score: Raw -303421.009882 + Penalty 1288.131576 = -302132.878306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78504.170000 sec): 3 clusters
  Score: Raw -302128.197205 + Penalty 2576.263152 = -299551.934053
  nChanged 1076
		SP:Iteration 1F (78504.370000 sec): 3 clusters
  Score: Raw -302788.620069 + Penalty 2576.263152 = -300212.356917
  nChanged 204
		SP:Iteration 2F (78504.510000 sec): 3 clusters
  Score: Raw -302919.045609 + Penalty 2576.263152 = -300342.782457
  nChanged 147
		SP:Iteration 3F (78504.690000 sec): 3 clusters
  Score: Raw -303002.749537 + Penalty 2576.263152 = -300426.486385
  nChanged 105
		SP:Iteration 4Q (78504.890000 sec): 3 clusters
  Score: Raw -303061.025661 + Penalty 2576.263152 = -300484.762509
  nChanged 79
		SP:Iteration 5Q (78505.040000 sec): 3 clusters
  Score: Raw -303109.205646 + Penalty 2576.263152 = -300532.942494
  nChanged 62
		SP:Iteration 6Q (78505.260000 sec): 3 clusters
  Score: Raw -303150.816244 + Penalty 2576.263152 = -300574.553092
  nChanged 61
		SP:Iteration 7Q (78505.430000 sec): 3 clusters
  Score: Raw -303187.394649 + Penalty 2576.263152 = -300611.131497
  nChanged 49
		SP:Iteration 8Q (78505.620000 sec): 3 clusters
  Score: Raw -303218.871928 + Penalty 2576.263152 = -300642.608776
  nChanged 49
		SP:Iteration 9Q (78505.790000 sec): 3 clusters
  Score: Raw -303243.265250 + Penalty 2576.263152 = -300667.002098
  nChanged 34
		SP:Iteration 10Q (78505.960000 sec): 3 clusters
  Score: Raw -303255.854222 + Penalty 2576.263152 = -300679.591070
  nChanged 31
		SP:Iteration 11Q (78506.130000 sec): 3 clusters
  Score: Raw -303270.636300 + Penalty 2576.263152 = -300694.373148
  nChanged 25
		SP:Iteration 12Q (78506.260000 sec): 3 clusters
  Score: Raw -303286.488645 + Penalty 2576.263152 = -300710.225493
  nChanged 29
		SP:Iteration 13Q (78506.450000 sec): 3 clusters
  Score: Raw -303305.181153 + Penalty 2576.263152 = -300728.918001
  nChanged 24
		SP:Iteration 14Q (78506.630000 sec): 3 clusters
  Score: Raw -303317.945752 + Penalty 2576.263152 = -300741.682600
  nChanged 22
		SP:Iteration 15Q (78506.800000 sec): 3 clusters
  Score: Raw -303328.294282 + Penalty 2576.263152 = -300752.031130
  nChanged 20
		SP:Iteration 16Q (78506.960000 sec): 3 clusters
  Score: Raw -303336.723455 + Penalty 2576.263152 = -300760.460303
  nChanged 19
		SP:Iteration 17Q (78507.140000 sec): 3 clusters
  Score: Raw -303343.589187 + Penalty 2576.263152 = -300767.326035
  nChanged 10
		SP:Iteration 18Q (78507.300000 sec): 3 clusters
  Score: Raw -303348.184377 + Penalty 2576.263152 = -300771.921225
  nChanged 10
		SP:Iteration 19Q (78507.480000 sec): 3 clusters
  Score: Raw -303353.593122 + Penalty 2576.263152 = -300777.329970
  nChanged 5
		SP:Iteration 20F (78507.600000 sec): 3 clusters
  Score: Raw -303355.344494 + Penalty 2576.263152 = -300779.081342
  nChanged 4
		SP:Iteration 21Q (78507.800000 sec): 3 clusters
  Score: Raw -303357.150211 + Penalty 2576.263152 = -300780.887059
  nChanged 4
		SP:Iteration 22Q (78507.980000 sec): 3 clusters
  Score: Raw -303358.709910 + Penalty 2576.263152 = -300782.446758
  nChanged 6
		SP:Iteration 23Q (78508.130000 sec): 3 clusters
  Score: Raw -303360.303544 + Penalty 2576.263152 = -300784.040392
  nChanged 3
		SP:Iteration 24Q (78508.270000 sec): 3 clusters
  Score: Raw -303361.410784 + Penalty 2576.263152 = -300785.147632
  nChanged 2
		SP:Iteration 25Q (78508.430000 sec): 3 clusters
  Score: Raw -303362.806991 + Penalty 2576.263152 = -300786.543839
  nChanged 4
		SP:Iteration 26Q (78508.640000 sec): 3 clusters
  Score: Raw -303365.025379 + Penalty 2576.263152 = -300788.762227
  nChanged 4
		SP:Iteration 27Q (78508.820000 sec): 3 clusters
  Score: Raw -303366.002061 + Penalty 2576.263152 = -300789.738909
  nChanged 4
		SP:Iteration 28Q (78509.030000 sec): 3 clusters
  Score: Raw -303367.392791 + Penalty 2576.263152 = -300791.129639
  nChanged 1
		SP:Iteration 29Q (78509.190000 sec): 3 clusters
  Score: Raw -303369.264720 + Penalty 2576.263152 = -300793.001568
  nChanged 2
		SP:Iteration 30Q (78509.370000 sec): 3 clusters
  Score: Raw -303369.649367 + Penalty 2576.263152 = -300793.386215
  nChanged 5
		SP:Iteration 31Q (78509.510000 sec): 3 clusters
  Score: Raw -303372.185346 + Penalty 2576.263152 = -300795.922194
  nChanged 6
		SP:Iteration 32Q (78509.700000 sec): 3 clusters
  Score: Raw -303374.523512 + Penalty 2576.263152 = -300798.260360
  nChanged 5
		SP:Iteration 33Q (78509.900000 sec): 3 clusters
  Score: Raw -303376.144910 + Penalty 2576.263152 = -300799.881758
  nChanged 2
		SP:Iteration 34Q (78510.080000 sec): 3 clusters
  Score: Raw -303377.173766 + Penalty 2576.263152 = -300800.910614
  nChanged 3
		SP:Iteration 35Q (78510.240000 sec): 3 clusters
  Score: Raw -303379.261644 + Penalty 2576.263152 = -300802.998491
  nChanged 5
		SP:Iteration 36Q (78510.430000 sec): 3 clusters
  Score: Raw -303381.852686 + Penalty 2576.263152 = -300805.589534
  nChanged 4
		SP:Iteration 37Q (78510.660000 sec): 3 clusters
  Score: Raw -303383.336527 + Penalty 2576.263152 = -300807.073375
  nChanged 3
		SP:Iteration 38Q (78510.830000 sec): 3 clusters
  Score: Raw -303384.771744 + Penalty 2576.263152 = -300808.508591
  nChanged 4
		SP:Iteration 39Q (78511.040000 sec): 3 clusters
  Score: Raw -303386.379247 + Penalty 2576.263152 = -300810.116095
  nChanged 2
		SP:Iteration 40F (78511.180000 sec): 3 clusters
  Score: Raw -303386.860533 + Penalty 2576.263152 = -300810.597381
  nChanged 2
		SP:Iteration 41Q (78511.350000 sec): 3 clusters
  Score: Raw -303387.311330 + Penalty 2576.263152 = -300811.048178
  nChanged 0
		SP:Iteration 42F (78511.580000 sec): 3 clusters
  Score: Raw -303387.311330 + Penalty 2576.263152 = -300811.048178
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78511.670000 sec): 2 clusters
  Score: Raw -838518.077948 + Penalty 1459.584529 = -837058.493419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78511.900000 sec): 3 clusters
  Score: Raw -834104.607566 + Penalty 2919.169059 = -831185.438507
  nChanged 3395
		SP:Iteration 1F (78512.100000 sec): 3 clusters
  Score: Raw -836009.631671 + Penalty 2919.169059 = -833090.462612
  nChanged 530
		SP:Iteration 2F (78512.330000 sec): 3 clusters
  Score: Raw -836271.305772 + Penalty 2919.169059 = -833352.136713
  nChanged 451
		SP:Iteration 3F (78512.540000 sec): 3 clusters
  Score: Raw -836505.469733 + Penalty 2919.169059 = -833586.300674
  nChanged 419
		SP:Iteration 4F (78512.740000 sec): 3 clusters
  Score: Raw -836746.146186 + Penalty 2919.169059 = -833826.977127
  nChanged 433
		SP:Iteration 5F (78512.950000 sec): 3 clusters
  Score: Raw -837016.330968 + Penalty 2919.169059 = -834097.161909
  nChanged 391
		SP:Iteration 6Q (78513.140000 sec): 3 clusters
  Score: Raw -837264.921036 + Penalty 2919.169059 = -834345.751977
  nChanged 340
		SP:Iteration 7Q (78513.330000 sec): 3 clusters
  Score: Raw -837486.232877 + Penalty 2919.169059 = -834567.063818
  nChanged 311
		SP:Iteration 8Q (78513.560000 sec): 3 clusters
  Score: Raw -837688.640625 + Penalty 2919.169059 = -834769.471566
  nChanged 268
		SP:Iteration 9Q (78513.750000 sec): 3 clusters
  Score: Raw -837872.305771 + Penalty 2919.169059 = -834953.136712
  nChanged 220
		SP:Iteration 10Q (78513.950000 sec): 3 clusters
  Score: Raw -838018.911611 + Penalty 2919.169059 = -835099.742552
  nChanged 183
		SP:Iteration 11Q (78514.150000 sec): 3 clusters
  Score: Raw -838133.770581 + Penalty 2919.169059 = -835214.601522
  nChanged 165
		SP:Iteration 12Q (78514.310000 sec): 3 clusters
  Score: Raw -838227.668903 + Penalty 2919.169059 = -835308.499844
  nChanged 120
		SP:Iteration 13Q (78514.480000 sec): 3 clusters
  Score: Raw -838289.050235 + Penalty 2919.169059 = -835369.881176
  nChanged 100
		SP:Iteration 14Q (78514.660000 sec): 3 clusters
  Score: Raw -838333.654695 + Penalty 2919.169059 = -835414.485636
  nChanged 73
		SP:Iteration 15Q (78514.860000 sec): 3 clusters
  Score: Raw -838358.020553 + Penalty 2919.169059 = -835438.851494
  nChanged 56
		SP:Iteration 16Q (78515.060000 sec): 3 clusters
  Score: Raw -838378.892236 + Penalty 2919.169059 = -835459.723178
  nChanged 51
		SP:Iteration 17Q (78515.280000 sec): 3 clusters
  Score: Raw -838397.805461 + Penalty 2919.169059 = -835478.636402
  nChanged 43
		SP:Iteration 18Q (78515.520000 sec): 3 clusters
  Score: Raw -838411.136018 + Penalty 2919.169059 = -835491.966959
  nChanged 35
		SP:Iteration 19Q (78515.710000 sec): 3 clusters
  Score: Raw -838422.998312 + Penalty 2919.169059 = -835503.829253
  nChanged 30
		SP:Iteration 20F (78515.920000 sec): 3 clusters
  Score: Raw -838431.711904 + Penalty 2919.169059 = -835512.542845
  nChanged 33
		SP:Iteration 21Q (78516.110000 sec): 3 clusters
  Score: Raw -838442.103831 + Penalty 2919.169059 = -835522.934772
  nChanged 27
		SP:Iteration 22Q (78516.360000 sec): 3 clusters
  Score: Raw -838449.893969 + Penalty 2919.169059 = -835530.724910
  nChanged 26
		SP:Iteration 23Q (78516.580000 sec): 3 clusters
  Score: Raw -838459.348986 + Penalty 2919.169059 = -835540.179927
  nChanged 26
		SP:Iteration 24Q (78516.740000 sec): 3 clusters
  Score: Raw -838469.616764 + Penalty 2919.169059 = -835550.447705
  nChanged 30
		SP:Iteration 25Q (78516.920000 sec): 3 clusters
  Score: Raw -838480.094230 + Penalty 2919.169059 = -835560.925171
  nChanged 27
		SP:Iteration 26Q (78517.110000 sec): 3 clusters
  Score: Raw -838489.694157 + Penalty 2919.169059 = -835570.525098
  nChanged 25
		SP:Iteration 27Q (78517.370000 sec): 3 clusters
  Score: Raw -838498.017570 + Penalty 2919.169059 = -835578.848512
  nChanged 26
		SP:Iteration 28Q (78517.550000 sec): 3 clusters
  Score: Raw -838507.795762 + Penalty 2919.169059 = -835588.626703
  nChanged 35
		SP:Iteration 29Q (78517.820000 sec): 3 clusters
  Score: Raw -838519.065717 + Penalty 2919.169059 = -835599.896658
  nChanged 26
		SP:Iteration 30Q (78518.010000 sec): 3 clusters
  Score: Raw -838531.420448 + Penalty 2919.169059 = -835612.251389
  nChanged 35
		SP:Iteration 31Q (78518.190000 sec): 3 clusters
  Score: Raw -838545.196557 + Penalty 2919.169059 = -835626.027498
  nChanged 31
		SP:Iteration 32Q (78518.400000 sec): 3 clusters
  Score: Raw -838558.744000 + Penalty 2919.169059 = -835639.574941
  nChanged 33
		SP:Iteration 33Q (78518.590000 sec): 3 clusters
  Score: Raw -838572.889890 + Penalty 2919.169059 = -835653.720832
  nChanged 26
		SP:Iteration 34Q (78518.830000 sec): 3 clusters
  Score: Raw -838584.833200 + Penalty 2919.169059 = -835665.664141
  nChanged 21
		SP:Iteration 35Q (78519.090000 sec): 3 clusters
  Score: Raw -838594.499535 + Penalty 2919.169059 = -835675.330476
  nChanged 17
		SP:Iteration 36Q (78519.280000 sec): 3 clusters
  Score: Raw -838601.945911 + Penalty 2919.169059 = -835682.776852
  nChanged 20
		SP:Iteration 37Q (78519.520000 sec): 3 clusters
  Score: Raw -838610.175008 + Penalty 2919.169059 = -835691.005950
  nChanged 17
		SP:Iteration 38Q (78519.700000 sec): 3 clusters
  Score: Raw -838619.461464 + Penalty 2919.169059 = -835700.292405
  nChanged 21
		SP:Iteration 39Q (78519.930000 sec): 3 clusters
  Score: Raw -838630.701106 + Penalty 2919.169059 = -835711.532047
  nChanged 26
		SP:Iteration 40F (78520.170000 sec): 3 clusters
  Score: Raw -838642.220480 + Penalty 2919.169059 = -835723.051421
  nChanged 18
		SP:Iteration 41Q (78520.350000 sec): 3 clusters
  Score: Raw -838650.847842 + Penalty 2919.169059 = -835731.678783
  nChanged 18
		SP:Iteration 42Q (78520.550000 sec): 3 clusters
  Score: Raw -838659.958778 + Penalty 2919.169059 = -835740.789719
  nChanged 12
		SP:Iteration 43Q (78520.770000 sec): 3 clusters
  Score: Raw -838664.080169 + Penalty 2919.169059 = -835744.911110
  nChanged 8
		SP:Iteration 44Q (78520.990000 sec): 3 clusters
  Score: Raw -838666.708483 + Penalty 2919.169059 = -835747.539424
  nChanged 6
		SP:Iteration 45Q (78521.220000 sec): 3 clusters
  Score: Raw -838669.396144 + Penalty 2919.169059 = -835750.227085
  nChanged 3
		SP:Iteration 46Q (78521.410000 sec): 3 clusters
  Score: Raw -838670.825404 + Penalty 2919.169059 = -835751.656345
  nChanged 7
		SP:Iteration 47Q (78521.630000 sec): 3 clusters
  Score: Raw -838673.956096 + Penalty 2919.169059 = -835754.787037
  nChanged 9
		SP:Iteration 48Q (78521.850000 sec): 3 clusters
  Score: Raw -838678.479359 + Penalty 2919.169059 = -835759.310300
  nChanged 9
		SP:Iteration 49Q (78522.060000 sec): 3 clusters
  Score: Raw -838683.699637 + Penalty 2919.169059 = -835764.530578
  nChanged 9
		SP:Iteration 50Q (78522.250000 sec): 3 clusters
  Score: Raw -838688.284216 + Penalty 2919.169059 = -835769.115157
  nChanged 9
		SP:Iteration 51Q (78522.470000 sec): 3 clusters
  Score: Raw -838694.133263 + Penalty 2919.169059 = -835774.964204
  nChanged 4
		SP:Iteration 52Q (78522.670000 sec): 3 clusters
  Score: Raw -838696.300755 + Penalty 2919.169059 = -835777.131696
  nChanged 4
		SP:Iteration 53Q (78522.890000 sec): 3 clusters
  Score: Raw -838698.693888 + Penalty 2919.169059 = -835779.524829
  nChanged 6
		SP:Iteration 54Q (78523.150000 sec): 3 clusters
  Score: Raw -838701.318812 + Penalty 2919.169059 = -835782.149753
  nChanged 5
		SP:Iteration 55Q (78523.340000 sec): 3 clusters
  Score: Raw -838704.636939 + Penalty 2919.169059 = -835785.467880
  nChanged 9
		SP:Iteration 56Q (78523.540000 sec): 3 clusters
  Score: Raw -838708.451022 + Penalty 2919.169059 = -835789.281963
  nChanged 6
		SP:Iteration 57Q (78523.740000 sec): 3 clusters
  Score: Raw -838711.789802 + Penalty 2919.169059 = -835792.620743
  nChanged 2
		SP:Iteration 58Q (78523.950000 sec): 3 clusters
  Score: Raw -838713.561800 + Penalty 2919.169059 = -835794.392741
  nChanged 9
		SP:Iteration 59Q (78524.180000 sec): 3 clusters
  Score: Raw -838718.677984 + Penalty 2919.169059 = -835799.508925
  nChanged 9
		SP:Iteration 60F (78524.340000 sec): 3 clusters
  Score: Raw -838722.058354 + Penalty 2919.169059 = -835802.889296
  nChanged 5
		SP:Iteration 61Q (78524.520000 sec): 3 clusters
  Score: Raw -838724.016695 + Penalty 2919.169059 = -835804.847636
  nChanged 3
		SP:Iteration 62Q (78524.720000 sec): 3 clusters
  Score: Raw -838724.791764 + Penalty 2919.169059 = -835805.622705
  nChanged 2
		SP:Iteration 63Q (78524.940000 sec): 3 clusters
  Score: Raw -838725.586915 + Penalty 2919.169059 = -835806.417856
  nChanged 2
		SP:Iteration 64Q (78525.140000 sec): 3 clusters
  Score: Raw -838726.171264 + Penalty 2919.169059 = -835807.002205
  nChanged 3
		SP:Iteration 65Q (78525.350000 sec): 3 clusters
  Score: Raw -838727.883872 + Penalty 2919.169059 = -835808.714813
  nChanged 0
		SP:Iteration 66F (78525.550000 sec): 3 clusters
  Score: Raw -838727.883872 + Penalty 2919.169059 = -835808.714813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78525.730000 sec): 2 clusters
  Score: Raw -1584011.349361 + Penalty 1566.242376 = -1582445.106984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78526.020000 sec): 3 clusters
  Score: Raw -1574942.502018 + Penalty 3132.484752 = -1571810.017266
  nChanged 6786
		SP:Iteration 1F (78526.280000 sec): 3 clusters
  Score: Raw -1578664.108635 + Penalty 3132.484752 = -1575531.623883
  nChanged 945
		SP:Iteration 2F (78526.510000 sec): 3 clusters
  Score: Raw -1579045.617421 + Penalty 3132.484752 = -1575913.132669
  nChanged 793
		SP:Iteration 3F (78526.710000 sec): 3 clusters
  Score: Raw -1579377.934320 + Penalty 3132.484752 = -1576245.449567
  nChanged 737
		SP:Iteration 4Q (78527.000000 sec): 3 clusters
  Score: Raw -1579710.601466 + Penalty 3132.484752 = -1576578.116714
  nChanged 698
		SP:Iteration 5Q (78527.240000 sec): 3 clusters
  Score: Raw -1580019.775698 + Penalty 3132.484752 = -1576887.290945
  nChanged 656
		SP:Iteration 6Q (78527.440000 sec): 3 clusters
  Score: Raw -1580301.179214 + Penalty 3132.484752 = -1577168.694462
  nChanged 619
		SP:Iteration 7Q (78527.740000 sec): 3 clusters
  Score: Raw -1580594.000101 + Penalty 3132.484752 = -1577461.515348
  nChanged 637
		SP:Iteration 8Q (78527.940000 sec): 3 clusters
  Score: Raw -1580936.745464 + Penalty 3132.484752 = -1577804.260712
  nChanged 669
		SP:Iteration 9Q (78528.180000 sec): 3 clusters
  Score: Raw -1581288.752723 + Penalty 3132.484752 = -1578156.267971
  nChanged 639
		SP:Iteration 10Q (78528.490000 sec): 3 clusters
  Score: Raw -1581617.435519 + Penalty 3132.484752 = -1578484.950767
  nChanged 556
		SP:Iteration 11Q (78528.750000 sec): 3 clusters
  Score: Raw -1581867.206686 + Penalty 3132.484752 = -1578734.721934
  nChanged 496
		SP:Iteration 12Q (78529.010000 sec): 3 clusters
  Score: Raw -1582089.854791 + Penalty 3132.484752 = -1578957.370039
  nChanged 476
		SP:Iteration 13Q (78529.220000 sec): 3 clusters
  Score: Raw -1582307.838596 + Penalty 3132.484752 = -1579175.353844
  nChanged 433
		SP:Iteration 14Q (78529.500000 sec): 3 clusters
  Score: Raw -1582496.085942 + Penalty 3132.484752 = -1579363.601190
  nChanged 381
		SP:Iteration 15Q (78529.750000 sec): 3 clusters
  Score: Raw -1582658.686232 + Penalty 3132.484752 = -1579526.201480
  nChanged 353
		SP:Iteration 16Q (78529.980000 sec): 3 clusters
  Score: Raw -1582805.503507 + Penalty 3132.484752 = -1579673.018755
  nChanged 339
		SP:Iteration 17Q (78530.270000 sec): 3 clusters
  Score: Raw -1582963.867669 + Penalty 3132.484752 = -1579831.382917
  nChanged 318
		SP:Iteration 18Q (78530.500000 sec): 3 clusters
  Score: Raw -1583104.182896 + Penalty 3132.484752 = -1579971.698144
  nChanged 307
		SP:Iteration 19Q (78530.760000 sec): 3 clusters
  Score: Raw -1583242.724639 + Penalty 3132.484752 = -1580110.239887
  nChanged 295
		SP:Iteration 20F (78531.060000 sec): 3 clusters
  Score: Raw -1583387.441515 + Penalty 3132.484752 = -1580254.956762
  nChanged 286
		SP:Iteration 21Q (78531.310000 sec): 3 clusters
  Score: Raw -1583527.053988 + Penalty 3132.484752 = -1580394.569236
  nChanged 270
		SP:Iteration 22Q (78531.540000 sec): 3 clusters
  Score: Raw -1583668.699583 + Penalty 3132.484752 = -1580536.214830
  nChanged 239
		SP:Iteration 23Q (78531.780000 sec): 3 clusters
  Score: Raw -1583799.023258 + Penalty 3132.484752 = -1580666.538505
  nChanged 188
		SP:Iteration 24Q (78532.030000 sec): 3 clusters
  Score: Raw -1583891.953190 + Penalty 3132.484752 = -1580759.468438
  nChanged 184
		SP:Iteration 25Q (78532.310000 sec): 3 clusters
  Score: Raw -1583969.914459 + Penalty 3132.484752 = -1580837.429706
  nChanged 134
		SP:Iteration 26Q (78532.530000 sec): 3 clusters
  Score: Raw -1584024.707300 + Penalty 3132.484752 = -1580892.222548
  nChanged 121
		SP:Iteration 27Q (78532.770000 sec): 3 clusters
  Score: Raw -1584082.816768 + Penalty 3132.484752 = -1580950.332016
  nChanged 112
		SP:Iteration 28Q (78533.030000 sec): 3 clusters
  Score: Raw -1584130.330335 + Penalty 3132.484752 = -1580997.845583
  nChanged 92
		SP:Iteration 29Q (78533.270000 sec): 3 clusters
  Score: Raw -1584170.243855 + Penalty 3132.484752 = -1581037.759102
  nChanged 83
		SP:Iteration 30Q (78533.500000 sec): 3 clusters
  Score: Raw -1584213.655941 + Penalty 3132.484752 = -1581081.171189
  nChanged 68
		SP:Iteration 31Q (78533.700000 sec): 3 clusters
  Score: Raw -1584244.582761 + Penalty 3132.484752 = -1581112.098009
  nChanged 51
		SP:Iteration 32Q (78533.920000 sec): 3 clusters
  Score: Raw -1584266.129821 + Penalty 3132.484752 = -1581133.645068
  nChanged 51
		SP:Iteration 33Q (78534.120000 sec): 3 clusters
  Score: Raw -1584291.319848 + Penalty 3132.484752 = -1581158.835095
  nChanged 46
		SP:Iteration 34Q (78534.370000 sec): 3 clusters
  Score: Raw -1584314.077582 + Penalty 3132.484752 = -1581181.592829
  nChanged 49
		SP:Iteration 35Q (78534.620000 sec): 3 clusters
  Score: Raw -1584340.688969 + Penalty 3132.484752 = -1581208.204217
  nChanged 45
		SP:Iteration 36Q (78534.880000 sec): 3 clusters
  Score: Raw -1584362.120269 + Penalty 3132.484752 = -1581229.635516
  nChanged 42
		SP:Iteration 37Q (78535.100000 sec): 3 clusters
  Score: Raw -1584379.285463 + Penalty 3132.484752 = -1581246.800710
  nChanged 30
		SP:Iteration 38Q (78535.360000 sec): 3 clusters
  Score: Raw -1584394.264397 + Penalty 3132.484752 = -1581261.779645
  nChanged 31
		SP:Iteration 39Q (78535.620000 sec): 3 clusters
  Score: Raw -1584407.775444 + Penalty 3132.484752 = -1581275.290692
  nChanged 12
		SP:Iteration 40F (78535.830000 sec): 3 clusters
  Score: Raw -1584412.446613 + Penalty 3132.484752 = -1581279.961860
  nChanged 10
		SP:Iteration 41Q (78536.110000 sec): 3 clusters
  Score: Raw -1584415.074523 + Penalty 3132.484752 = -1581282.589770
  nChanged 7
		SP:Iteration 42Q (78536.330000 sec): 3 clusters
  Score: Raw -1584417.947130 + Penalty 3132.484752 = -1581285.462378
  nChanged 6
		SP:Iteration 43Q (78536.580000 sec): 3 clusters
  Score: Raw -1584420.266030 + Penalty 3132.484752 = -1581287.781277
  nChanged 8
		SP:Iteration 44Q (78536.800000 sec): 3 clusters
  Score: Raw -1584421.797705 + Penalty 3132.484752 = -1581289.312952
  nChanged 3
		SP:Iteration 45Q (78537.080000 sec): 3 clusters
  Score: Raw -1584422.335678 + Penalty 3132.484752 = -1581289.850925
  nChanged 1
		SP:Iteration 46Q (78537.320000 sec): 3 clusters
  Score: Raw -1584422.547172 + Penalty 3132.484752 = -1581290.062420
  nChanged 0
		SP:Iteration 47F (78537.610000 sec): 3 clusters
  Score: Raw -1584422.547172 + Penalty 3132.484752 = -1581290.062420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78537.740000 sec): 2 clusters
  Score: Raw -177888.577062 + Penalty 1226.811489 = -176661.765573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78537.890000 sec): 3 clusters
  Score: Raw -177100.200288 + Penalty 2453.622979 = -174646.577309
  nChanged 657
		SP:Iteration 1F (78538.110000 sec): 3 clusters
  Score: Raw -177682.705274 + Penalty 2453.622979 = -175229.082295
  nChanged 190
		SP:Iteration 2F (78538.260000 sec): 3 clusters
  Score: Raw -177969.605344 + Penalty 2453.622979 = -175515.982365
  nChanged 144
		SP:Iteration 3F (78538.460000 sec): 3 clusters
  Score: Raw -178150.442973 + Penalty 2453.622979 = -175696.819995
  nChanged 97
		SP:Iteration 4F (78538.650000 sec): 3 clusters
  Score: Raw -178258.616960 + Penalty 2453.622979 = -175804.993981
  nChanged 82
		SP:Iteration 5Q (78538.830000 sec): 3 clusters
  Score: Raw -178362.608691 + Penalty 2453.622979 = -175908.985712
  nChanged 78
		SP:Iteration 6Q (78539.020000 sec): 3 clusters
  Score: Raw -178446.563768 + Penalty 2453.622979 = -175992.940790
  nChanged 50
		SP:Iteration 7Q (78539.190000 sec): 3 clusters
  Score: Raw -178494.443387 + Penalty 2453.622979 = -176040.820409
  nChanged 42
		SP:Iteration 8Q (78539.350000 sec): 3 clusters
  Score: Raw -178526.502177 + Penalty 2453.622979 = -176072.879198
  nChanged 33
		SP:Iteration 9Q (78539.540000 sec): 3 clusters
  Score: Raw -178554.958722 + Penalty 2453.622979 = -176101.335744
  nChanged 27
		SP:Iteration 10Q (78539.660000 sec): 3 clusters
  Score: Raw -178574.241231 + Penalty 2453.622979 = -176120.618253
  nChanged 16
		SP:Iteration 11Q (78539.840000 sec): 3 clusters
  Score: Raw -178587.588873 + Penalty 2453.622979 = -176133.965895
  nChanged 18
		SP:Iteration 12Q (78539.950000 sec): 3 clusters
  Score: Raw -178599.912082 + Penalty 2453.622979 = -176146.289104
  nChanged 9
		SP:Iteration 13Q (78540.110000 sec): 3 clusters
  Score: Raw -178614.411608 + Penalty 2453.622979 = -176160.788630
  nChanged 8
		SP:Iteration 14Q (78540.230000 sec): 3 clusters
  Score: Raw -178621.014738 + Penalty 2453.622979 = -176167.391759
  nChanged 7
		SP:Iteration 15Q (78540.350000 sec): 3 clusters
  Score: Raw -178625.000196 + Penalty 2453.622979 = -176171.377218
  nChanged 8
		SP:Iteration 16Q (78540.500000 sec): 3 clusters
  Score: Raw -178629.273611 + Penalty 2453.622979 = -176175.650633
  nChanged 5
		SP:Iteration 17Q (78540.650000 sec): 3 clusters
  Score: Raw -178631.723584 + Penalty 2453.622979 = -176178.100605
  nChanged 7
		SP:Iteration 18Q (78540.750000 sec): 3 clusters
  Score: Raw -178635.546340 + Penalty 2453.622979 = -176181.923362
  nChanged 2
		SP:Iteration 19Q (78540.880000 sec): 3 clusters
  Score: Raw -178637.126726 + Penalty 2453.622979 = -176183.503747
  nChanged 3
		SP:Iteration 20F (78541.040000 sec): 3 clusters
  Score: Raw -178638.715600 + Penalty 2453.622979 = -176185.092621
  nChanged 1
		SP:Iteration 21Q (78541.140000 sec): 3 clusters
  Score: Raw -178639.116957 + Penalty 2453.622979 = -176185.493978
  nChanged 2
		SP:Iteration 22Q (78541.290000 sec): 3 clusters
  Score: Raw -178639.638751 + Penalty 2453.622979 = -176186.015772
  nChanged 1
		SP:Iteration 23Q (78541.430000 sec): 3 clusters
  Score: Raw -178640.280768 + Penalty 2453.622979 = -176186.657790
  nChanged 2
		SP:Iteration 24Q (78541.580000 sec): 3 clusters
  Score: Raw -178640.760431 + Penalty 2453.622979 = -176187.137452
  nChanged 3
		SP:Iteration 25Q (78541.770000 sec): 3 clusters
  Score: Raw -178643.228361 + Penalty 2453.622979 = -176189.605383
  nChanged 6
		SP:Iteration 26Q (78541.920000 sec): 3 clusters
  Score: Raw -178654.640777 + Penalty 2453.622979 = -176201.017798
  nChanged 11
		SP:Iteration 27Q (78542.110000 sec): 3 clusters
  Score: Raw -178666.955097 + Penalty 2453.622979 = -176213.332118
  nChanged 16
		SP:Iteration 28Q (78542.330000 sec): 3 clusters
  Score: Raw -178676.867310 + Penalty 2453.622979 = -176223.244331
  nChanged 13
		SP:Iteration 29Q (78542.500000 sec): 3 clusters
  Score: Raw -178685.230218 + Penalty 2453.622979 = -176231.607239
  nChanged 14
		SP:Iteration 30Q (78542.650000 sec): 3 clusters
  Score: Raw -178695.864963 + Penalty 2453.622979 = -176242.241985
  nChanged 10
		SP:Iteration 31Q (78542.790000 sec): 3 clusters
  Score: Raw -178702.466876 + Penalty 2453.622979 = -176248.843897
  nChanged 6
		SP:Iteration 32Q (78542.910000 sec): 3 clusters
  Score: Raw -178706.785053 + Penalty 2453.622979 = -176253.162074
  nChanged 6
		SP:Iteration 33Q (78543.050000 sec): 3 clusters
  Score: Raw -178710.891929 + Penalty 2453.622979 = -176257.268951
  nChanged 10
		SP:Iteration 34Q (78543.230000 sec): 3 clusters
  Score: Raw -178719.373966 + Penalty 2453.622979 = -176265.750987
  nChanged 9
		SP:Iteration 35Q (78543.430000 sec): 3 clusters
  Score: Raw -178724.342270 + Penalty 2453.622979 = -176270.719292
  nChanged 7
		SP:Iteration 36Q (78543.590000 sec): 3 clusters
  Score: Raw -178727.908905 + Penalty 2453.622979 = -176274.285927
  nChanged 3
		SP:Iteration 37Q (78543.760000 sec): 3 clusters
  Score: Raw -178729.303186 + Penalty 2453.622979 = -176275.680208
  nChanged 3
		SP:Iteration 38Q (78543.940000 sec): 3 clusters
  Score: Raw -178730.129290 + Penalty 2453.622979 = -176276.506311
  nChanged 1
		SP:Iteration 39Q (78544.130000 sec): 3 clusters
  Score: Raw -178730.415911 + Penalty 2453.622979 = -176276.792932
  nChanged 1
		SP:Iteration 40F (78544.310000 sec): 3 clusters
  Score: Raw -178731.235633 + Penalty 2453.622979 = -176277.612655
  nChanged 2
		SP:Iteration 41Q (78544.470000 sec): 3 clusters
  Score: Raw -178731.967303 + Penalty 2453.622979 = -176278.344324
  nChanged 1
		SP:Iteration 42Q (78544.620000 sec): 3 clusters
  Score: Raw -178732.824221 + Penalty 2453.622979 = -176279.201242
  nChanged 0
		SP:Iteration 43F (78544.790000 sec): 3 clusters
  Score: Raw -178732.824221 + Penalty 2453.622979 = -176279.201242
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78544.880000 sec): 2 clusters
  Score: Raw -122476.322351 + Penalty 1147.048200 = -121329.274151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78545.040000 sec): 3 clusters
  Score: Raw -122090.586419 + Penalty 2294.096400 = -119796.490019
  nChanged 381
		SP:Iteration 1F (78545.220000 sec): 3 clusters
  Score: Raw -122445.756601 + Penalty 2294.096400 = -120151.660202
  nChanged 109
		SP:Iteration 2F (78545.380000 sec): 3 clusters
  Score: Raw -122600.552738 + Penalty 2294.096400 = -120306.456339
  nChanged 64
		SP:Iteration 3F (78545.560000 sec): 3 clusters
  Score: Raw -122687.295086 + Penalty 2294.096400 = -120393.198687
  nChanged 52
		SP:Iteration 4Q (78545.710000 sec): 3 clusters
  Score: Raw -122754.112258 + Penalty 2294.096400 = -120460.015859
  nChanged 48
		SP:Iteration 5Q (78545.890000 sec): 3 clusters
  Score: Raw -122829.353790 + Penalty 2294.096400 = -120535.257390
  nChanged 54
		SP:Iteration 6Q (78546.090000 sec): 3 clusters
  Score: Raw -122912.402872 + Penalty 2294.096400 = -120618.306472
  nChanged 41
		SP:Iteration 7Q (78546.280000 sec): 3 clusters
  Score: Raw -122956.001894 + Penalty 2294.096400 = -120661.905494
  nChanged 28
		SP:Iteration 8Q (78546.440000 sec): 3 clusters
  Score: Raw -122986.866015 + Penalty 2294.096400 = -120692.769616
  nChanged 22
		SP:Iteration 9Q (78546.620000 sec): 3 clusters
  Score: Raw -123006.845242 + Penalty 2294.096400 = -120712.748843
  nChanged 14
		SP:Iteration 10Q (78546.800000 sec): 3 clusters
  Score: Raw -123023.611552 + Penalty 2294.096400 = -120729.515152
  nChanged 12
		SP:Iteration 11Q (78546.970000 sec): 3 clusters
  Score: Raw -123036.188299 + Penalty 2294.096400 = -120742.091899
  nChanged 10
		SP:Iteration 12Q (78547.160000 sec): 3 clusters
  Score: Raw -123061.498434 + Penalty 2294.096400 = -120767.402035
  nChanged 10
		SP:Iteration 13Q (78547.340000 sec): 3 clusters
  Score: Raw -123075.340583 + Penalty 2294.096400 = -120781.244183
  nChanged 6
		SP:Iteration 14Q (78547.530000 sec): 3 clusters
  Score: Raw -123079.844316 + Penalty 2294.096400 = -120785.747916
  nChanged 4
		SP:Iteration 15Q (78547.670000 sec): 3 clusters
  Score: Raw -123083.326025 + Penalty 2294.096400 = -120789.229625
  nChanged 3
		SP:Iteration 16Q (78547.830000 sec): 3 clusters
  Score: Raw -123086.755892 + Penalty 2294.096400 = -120792.659492
  nChanged 3
		SP:Iteration 17Q (78547.990000 sec): 3 clusters
  Score: Raw -123091.155495 + Penalty 2294.096400 = -120797.059095
  nChanged 3
		SP:Iteration 18Q (78548.140000 sec): 3 clusters
  Score: Raw -123096.686656 + Penalty 2294.096400 = -120802.590256
  nChanged 3
		SP:Iteration 19Q (78548.280000 sec): 3 clusters
  Score: Raw -123098.232051 + Penalty 2294.096400 = -120804.135652
  nChanged 1
		SP:Iteration 20F (78548.450000 sec): 3 clusters
  Score: Raw -123099.107163 + Penalty 2294.096400 = -120805.010764
  nChanged 1
		SP:Iteration 21Q (78548.570000 sec): 3 clusters
  Score: Raw -123099.527260 + Penalty 2294.096400 = -120805.430861
  nChanged 0
		SP:Iteration 22F (78548.780000 sec): 3 clusters
  Score: Raw -123099.527260 + Penalty 2294.096400 = -120805.430861
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78548.880000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78549.030000 sec): 3 clusters
  Score: Raw -120801.858064 + Penalty 2288.743006 = -118513.115058
  nChanged 366
		SP:Iteration 1F (78549.220000 sec): 3 clusters
  Score: Raw -121154.645114 + Penalty 2288.743006 = -118865.902108
  nChanged 115
		SP:Iteration 2F (78549.370000 sec): 3 clusters
  Score: Raw -121296.799488 + Penalty 2288.743006 = -119008.056482
  nChanged 73
		SP:Iteration 3F (78549.570000 sec): 3 clusters
  Score: Raw -121388.065203 + Penalty 2288.743006 = -119099.322197
  nChanged 43
		SP:Iteration 4Q (78549.770000 sec): 3 clusters
  Score: Raw -121427.109551 + Penalty 2288.743006 = -119138.366545
  nChanged 24
		SP:Iteration 5Q (78549.950000 sec): 3 clusters
  Score: Raw -121449.424111 + Penalty 2288.743006 = -119160.681105
  nChanged 29
		SP:Iteration 6Q (78550.140000 sec): 3 clusters
  Score: Raw -121476.705731 + Penalty 2288.743006 = -119187.962725
  nChanged 17
		SP:Iteration 7Q (78550.320000 sec): 3 clusters
  Score: Raw -121491.819780 + Penalty 2288.743006 = -119203.076774
  nChanged 17
		SP:Iteration 8Q (78550.490000 sec): 3 clusters
  Score: Raw -121508.448213 + Penalty 2288.743006 = -119219.705207
  nChanged 7
		SP:Iteration 9Q (78550.660000 sec): 3 clusters
  Score: Raw -121517.037691 + Penalty 2288.743006 = -119228.294685
  nChanged 5
		SP:Iteration 10Q (78550.840000 sec): 3 clusters
  Score: Raw -121520.968030 + Penalty 2288.743006 = -119232.225024
  nChanged 4
		SP:Iteration 11Q (78551.000000 sec): 3 clusters
  Score: Raw -121524.166472 + Penalty 2288.743006 = -119235.423466
  nChanged 3
		SP:Iteration 12Q (78551.130000 sec): 3 clusters
  Score: Raw -121526.958077 + Penalty 2288.743006 = -119238.215071
  nChanged 2
		SP:Iteration 13Q (78551.350000 sec): 3 clusters
  Score: Raw -121528.177155 + Penalty 2288.743006 = -119239.434149
  nChanged 1
		SP:Iteration 14Q (78551.480000 sec): 3 clusters
  Score: Raw -121528.874433 + Penalty 2288.743006 = -119240.131427
  nChanged 1
		SP:Iteration 15Q (78551.650000 sec): 3 clusters
  Score: Raw -121529.491201 + Penalty 2288.743006 = -119240.748195
  nChanged 0
		SP:Iteration 16F (78551.810000 sec): 3 clusters
  Score: Raw -121529.491201 + Penalty 2288.743006 = -119240.748195
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78551.930000 sec): 2 clusters
  Score: Raw -24882.112828 + Penalty 889.925327 = -23992.187501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78552.060000 sec): 3 clusters
  Score: Raw -24963.785350 + Penalty 1779.850654 = -23183.934695
  nChanged 32
		SP:Iteration 1F (78552.220000 sec): 3 clusters
  Score: Raw -25050.139142 + Penalty 1779.850654 = -23270.288488
  nChanged 13
		SP:Iteration 2F (78552.410000 sec): 3 clusters
  Score: Raw -25084.540478 + Penalty 1779.850654 = -23304.689823
  nChanged 4
		SP:Iteration 3Q (78552.600000 sec): 3 clusters
  Score: Raw -25095.213596 + Penalty 1779.850654 = -23315.362942
  nChanged 1
		SP:Iteration 4Q (78552.770000 sec): 3 clusters
  Score: Raw -25098.325015 + Penalty 1779.850654 = -23318.474361
  nChanged 2
		SP:Iteration 5Q (78552.890000 sec): 3 clusters
  Score: Raw -25101.789449 + Penalty 1779.850654 = -23321.938795
  nChanged 1
		SP:Iteration 6Q (78553.040000 sec): 3 clusters
  Score: Raw -25105.319141 + Penalty 1779.850654 = -23325.468487
  nChanged 0
		SP:Iteration 7F (78553.200000 sec): 3 clusters
  Score: Raw -25105.319141 + Penalty 1779.850654 = -23325.468487
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (358407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78555.670000 sec): 2 clusters
  Score: Raw -38772110.488245 + Penalty 2078.281480 = -38770032.206765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78558.250000 sec): 3 clusters
  Score: Raw -38532210.073439 + Penalty 4156.562960 = -38528053.510479
  nChanged 174984
		SP:Iteration 1F (78560.760000 sec): 3 clusters
  Score: Raw -38642211.604611 + Penalty 4156.562960 = -38638055.041652
  nChanged 13645
		SP:Iteration 2Q (78563.570000 sec): 3 clusters
  Score: Raw -38646495.528485 + Penalty 4156.562960 = -38642338.965525
  nChanged 15342
		SP:Iteration 3Q (78566.360000 sec): 3 clusters
  Score: Raw -38651771.738422 + Penalty 4156.562960 = -38647615.175463
  nChanged 16537
		SP:Iteration 4Q (78568.920000 sec): 3 clusters
  Score: Raw -38657821.429894 + Penalty 4156.562960 = -38653664.866934
  nChanged 17233
		SP:Iteration 5Q (78571.500000 sec): 3 clusters
  Score: Raw -38664739.408509 + Penalty 4156.562960 = -38660582.845549
  nChanged 17726
		SP:Iteration 6Q (78574.220000 sec): 3 clusters
  Score: Raw -38672208.866381 + Penalty 4156.562960 = -38668052.303421
  nChanged 17418
		SP:Iteration 7Q (78576.760000 sec): 3 clusters
  Score: Raw -38679992.487602 + Penalty 4156.562960 = -38675835.924642
  nChanged 16861
		SP:Iteration 8Q (78579.350000 sec): 3 clusters
  Score: Raw -38688113.015850 + Penalty 4156.562960 = -38683956.452890
  nChanged 16505
		SP:Iteration 9Q (78581.880000 sec): 3 clusters
  Score: Raw -38696868.222937 + Penalty 4156.562960 = -38692711.659978
  nChanged 15835
		SP:Iteration 10Q (78584.630000 sec): 3 clusters
  Score: Raw -38706276.803223 + Penalty 4156.562960 = -38702120.240263
  nChanged 15110
		SP:Iteration 11Q (78587.370000 sec): 3 clusters
  Score: Raw -38716174.458021 + Penalty 4156.562960 = -38712017.895062
  nChanged 13996
		SP:Iteration 12Q (78589.980000 sec): 3 clusters
  Score: Raw -38725765.937214 + Penalty 4156.562960 = -38721609.374255
  nChanged 12635
		SP:Iteration 13Q (78592.500000 sec): 3 clusters
  Score: Raw -38734454.384424 + Penalty 4156.562960 = -38730297.821464
  nChanged 11307
		SP:Iteration 14Q (78594.940000 sec): 3 clusters
  Score: Raw -38741979.826487 + Penalty 4156.562960 = -38737823.263527
  nChanged 9910
		SP:Iteration 15Q (78597.280000 sec): 3 clusters
  Score: Raw -38748382.216887 + Penalty 4156.562960 = -38744225.653928
  nChanged 8581
		SP:Iteration 16Q (78599.420000 sec): 3 clusters
  Score: Raw -38753952.625680 + Penalty 4156.562960 = -38749796.062721
  nChanged 7227
		SP:Iteration 17Q (78601.590000 sec): 3 clusters
  Score: Raw -38758719.376340 + Penalty 4156.562960 = -38754562.813381
  nChanged 6003
		SP:Iteration 18Q (78603.800000 sec): 3 clusters
  Score: Raw -38762778.526368 + Penalty 4156.562960 = -38758621.963408
  nChanged 4757
		SP:Iteration 19Q (78606.070000 sec): 3 clusters
  Score: Raw -38766012.330804 + Penalty 4156.562960 = -38761855.767844
  nChanged 3477
		SP:Iteration 20F (78608.200000 sec): 3 clusters
  Score: Raw -38768362.138279 + Penalty 4156.562960 = -38764205.575319
  nChanged 2474
		SP:Iteration 21Q (78610.100000 sec): 3 clusters
  Score: Raw -38770007.424785 + Penalty 4156.562960 = -38765850.861825
  nChanged 1606
		SP:Iteration 22Q (78612.050000 sec): 3 clusters
  Score: Raw -38771062.834619 + Penalty 4156.562960 = -38766906.271660
  nChanged 947
		SP:Iteration 23Q (78614.170000 sec): 3 clusters
  Score: Raw -38771663.543106 + Penalty 4156.562960 = -38767506.980147
  nChanged 499
		SP:Iteration 24Q (78616.350000 sec): 3 clusters
  Score: Raw -38771966.307736 + Penalty 4156.562960 = -38767809.744777
  nChanged 258
		SP:Iteration 25Q (78618.600000 sec): 3 clusters
  Score: Raw -38772121.946106 + Penalty 4156.562960 = -38767965.383146
  nChanged 162
		SP:Iteration 26Q (78620.740000 sec): 3 clusters
  Score: Raw -38772227.325371 + Penalty 4156.562960 = -38768070.762412
  nChanged 106
		SP:Iteration 27Q (78622.770000 sec): 3 clusters
  Score: Raw -38772296.638169 + Penalty 4156.562960 = -38768140.075209
  nChanged 68
		SP:Iteration 28Q (78624.770000 sec): 3 clusters
  Score: Raw -38772332.921729 + Penalty 4156.562960 = -38768176.358769
  nChanged 44
		SP:Iteration 29Q (78626.700000 sec): 3 clusters
  Score: Raw -38772360.137939 + Penalty 4156.562960 = -38768203.574979
  nChanged 37
		SP:Iteration 30Q (78628.600000 sec): 3 clusters
  Score: Raw -38772380.436592 + Penalty 4156.562960 = -38768223.873632
  nChanged 24
		SP:Iteration 31Q (78630.550000 sec): 3 clusters
  Score: Raw -38772394.897613 + Penalty 4156.562960 = -38768238.334653
  nChanged 22
		SP:Iteration 32Q (78632.480000 sec): 3 clusters
  Score: Raw -38772409.740667 + Penalty 4156.562960 = -38768253.177707
  nChanged 19
		SP:Iteration 33Q (78634.550000 sec): 3 clusters
  Score: Raw -38772423.141744 + Penalty 4156.562960 = -38768266.578784
  nChanged 19
		SP:Iteration 34Q (78636.420000 sec): 3 clusters
  Score: Raw -38772437.927273 + Penalty 4156.562960 = -38768281.364313
  nChanged 18
		SP:Iteration 35Q (78638.210000 sec): 3 clusters
  Score: Raw -38772452.979136 + Penalty 4156.562960 = -38768296.416176
  nChanged 14
		SP:Iteration 36Q (78640.080000 sec): 3 clusters
  Score: Raw -38772462.856878 + Penalty 4156.562960 = -38768306.293918
  nChanged 11
		SP:Iteration 37Q (78641.990000 sec): 3 clusters
  Score: Raw -38772468.720378 + Penalty 4156.562960 = -38768312.157418
  nChanged 7
		SP:Iteration 38Q (78643.730000 sec): 3 clusters
  Score: Raw -38772472.866721 + Penalty 4156.562960 = -38768316.303761
  nChanged 3
		SP:Iteration 39Q (78645.740000 sec): 3 clusters
  Score: Raw -38772474.586539 + Penalty 4156.562960 = -38768318.023579
  nChanged 3
		SP:Iteration 40F (78648.090000 sec): 3 clusters
  Score: Raw -38772476.685315 + Penalty 4156.562960 = -38768320.122355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78648.510000 sec): 2 clusters
  Score: Raw -55517.750153 + Penalty 1012.453235 = -54505.296918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78648.670000 sec): 3 clusters
  Score: Raw -55467.876327 + Penalty 2024.906470 = -53442.969857
  nChanged 124
		SP:Iteration 1F (78648.880000 sec): 3 clusters
  Score: Raw -55636.224373 + Penalty 2024.906470 = -53611.317902
  nChanged 17
		SP:Iteration 2Q (78649.030000 sec): 3 clusters
  Score: Raw -55660.172712 + Penalty 2024.906470 = -53635.266241
  nChanged 7
		SP:Iteration 3Q (78649.210000 sec): 3 clusters
  Score: Raw -55667.865541 + Penalty 2024.906470 = -53642.959071
  nChanged 4
		SP:Iteration 4Q (78649.350000 sec): 3 clusters
  Score: Raw -55675.485977 + Penalty 2024.906470 = -53650.579507
  nChanged 1
		SP:Iteration 5Q (78649.530000 sec): 3 clusters
  Score: Raw -55676.181258 + Penalty 2024.906470 = -53651.274788
  nChanged 0
		SP:Iteration 6F (78649.750000 sec): 3 clusters
  Score: Raw -55676.181258 + Penalty 2024.906470 = -53651.274788
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78649.820000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78650.030000 sec): 3 clusters
  Score: Raw -50108.896853 + Penalty 1994.058590 = -48114.838263
  nChanged 93
		SP:Iteration 1F (78650.180000 sec): 3 clusters
  Score: Raw -50238.068310 + Penalty 1994.058590 = -48244.009721
  nChanged 26
		SP:Iteration 2F (78650.340000 sec): 3 clusters
  Score: Raw -50289.280378 + Penalty 1994.058590 = -48295.221789
  nChanged 11
		SP:Iteration 3Q (78650.510000 sec): 3 clusters
  Score: Raw -50306.304031 + Penalty 1994.058590 = -48312.245442
  nChanged 8
		SP:Iteration 4Q (78650.730000 sec): 3 clusters
  Score: Raw -50317.871768 + Penalty 1994.058590 = -48323.813178
  nChanged 6
		SP:Iteration 5Q (78650.890000 sec): 3 clusters
  Score: Raw -50323.333443 + Penalty 1994.058590 = -48329.274853
  nChanged 4
		SP:Iteration 6Q (78651.050000 sec): 3 clusters
  Score: Raw -50336.813968 + Penalty 1994.058590 = -48342.755378
  nChanged 9
		SP:Iteration 7Q (78651.220000 sec): 3 clusters
  Score: Raw -50358.521974 + Penalty 1994.058590 = -48364.463385
  nChanged 3
		SP:Iteration 8Q (78651.360000 sec): 3 clusters
  Score: Raw -50363.098156 + Penalty 1994.058590 = -48369.039567
  nChanged 1
		SP:Iteration 9Q (78651.560000 sec): 3 clusters
  Score: Raw -50364.044262 + Penalty 1994.058590 = -48369.985672
  nChanged 1
		SP:Iteration 10Q (78651.690000 sec): 3 clusters
  Score: Raw -50367.982006 + Penalty 1994.058590 = -48373.923416
  nChanged 1
		SP:Iteration 11Q (78651.870000 sec): 3 clusters
  Score: Raw -50371.711326 + Penalty 1994.058590 = -48377.652737
  nChanged 1
		SP:Iteration 12Q (78652.060000 sec): 3 clusters
  Score: Raw -50372.943327 + Penalty 1994.058590 = -48378.884738
  nChanged 3
		SP:Iteration 13Q (78652.250000 sec): 3 clusters
  Score: Raw -50375.476427 + Penalty 1994.058590 = -48381.417837
  nChanged 1
		SP:Iteration 14Q (78652.360000 sec): 3 clusters
  Score: Raw -50377.322910 + Penalty 1994.058590 = -48383.264321
  nChanged 0
		SP:Iteration 15F (78652.510000 sec): 3 clusters
  Score: Raw -50377.322910 + Penalty 1994.058590 = -48383.264321
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78652.630000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78652.830000 sec): 3 clusters
  Score: Raw -283450.821862 + Penalty 2564.195969 = -280886.625893
  nChanged 982
		SP:Iteration 1F (78653.020000 sec): 3 clusters
  Score: Raw -284045.234579 + Penalty 2564.195969 = -281481.038610
  nChanged 206
		SP:Iteration 2F (78653.190000 sec): 3 clusters
  Score: Raw -284197.916535 + Penalty 2564.195969 = -281633.720566
  nChanged 158
		SP:Iteration 3F (78653.340000 sec): 3 clusters
  Score: Raw -284333.563860 + Penalty 2564.195969 = -281769.367891
  nChanged 129
		SP:Iteration 4Q (78653.520000 sec): 3 clusters
  Score: Raw -284448.719704 + Penalty 2564.195969 = -281884.523735
  nChanged 137
		SP:Iteration 5F (78653.720000 sec): 3 clusters
  Score: Raw -284588.090444 + Penalty 2564.195969 = -282023.894475
  nChanged 126
		SP:Iteration 6Q (78653.860000 sec): 3 clusters
  Score: Raw -284707.148285 + Penalty 2564.195969 = -282142.952316
  nChanged 112
		SP:Iteration 7Q (78654.040000 sec): 3 clusters
  Score: Raw -284797.050024 + Penalty 2564.195969 = -282232.854055
  nChanged 95
		SP:Iteration 8Q (78654.200000 sec): 3 clusters
  Score: Raw -284889.317378 + Penalty 2564.195969 = -282325.121409
  nChanged 84
		SP:Iteration 9Q (78654.390000 sec): 3 clusters
  Score: Raw -284966.593019 + Penalty 2564.195969 = -282402.397050
  nChanged 78
		SP:Iteration 10Q (78654.580000 sec): 3 clusters
  Score: Raw -285035.086251 + Penalty 2564.195969 = -282470.890282
  nChanged 65
		SP:Iteration 11Q (78654.750000 sec): 3 clusters
  Score: Raw -285077.651340 + Penalty 2564.195969 = -282513.455371
  nChanged 37
		SP:Iteration 12Q (78654.980000 sec): 3 clusters
  Score: Raw -285097.999741 + Penalty 2564.195969 = -282533.803772
  nChanged 30
		SP:Iteration 13Q (78655.180000 sec): 3 clusters
  Score: Raw -285116.125894 + Penalty 2564.195969 = -282551.929925
  nChanged 34
		SP:Iteration 14Q (78655.320000 sec): 3 clusters
  Score: Raw -285134.242465 + Penalty 2564.195969 = -282570.046495
  nChanged 26
		SP:Iteration 15Q (78655.540000 sec): 3 clusters
  Score: Raw -285147.685783 + Penalty 2564.195969 = -282583.489814
  nChanged 19
		SP:Iteration 16Q (78655.720000 sec): 3 clusters
  Score: Raw -285157.532105 + Penalty 2564.195969 = -282593.336136
  nChanged 18
		SP:Iteration 17Q (78655.870000 sec): 3 clusters
  Score: Raw -285167.626942 + Penalty 2564.195969 = -282603.430973
  nChanged 12
		SP:Iteration 18Q (78656.070000 sec): 3 clusters
  Score: Raw -285173.609488 + Penalty 2564.195969 = -282609.413518
  nChanged 7
		SP:Iteration 19Q (78656.220000 sec): 3 clusters
  Score: Raw -285175.916165 + Penalty 2564.195969 = -282611.720196
  nChanged 4
		SP:Iteration 20F (78656.380000 sec): 3 clusters
  Score: Raw -285177.104092 + Penalty 2564.195969 = -282612.908123
  nChanged 6
		SP:Iteration 21Q (78656.550000 sec): 3 clusters
  Score: Raw -285179.392210 + Penalty 2564.195969 = -282615.196240
  nChanged 4
		SP:Iteration 22Q (78656.700000 sec): 3 clusters
  Score: Raw -285180.660591 + Penalty 2564.195969 = -282616.464622
  nChanged 3
		SP:Iteration 23Q (78656.870000 sec): 3 clusters
  Score: Raw -285181.955742 + Penalty 2564.195969 = -282617.759773
  nChanged 2
		SP:Iteration 24Q (78657.020000 sec): 3 clusters
  Score: Raw -285182.330708 + Penalty 2564.195969 = -282618.134739
  nChanged 1
		SP:Iteration 25Q (78657.170000 sec): 3 clusters
  Score: Raw -285182.472648 + Penalty 2564.195969 = -282618.276679
  nChanged 1
		SP:Iteration 26Q (78657.350000 sec): 3 clusters
  Score: Raw -285183.059541 + Penalty 2564.195969 = -282618.863572
  nChanged 1
		SP:Iteration 27Q (78657.520000 sec): 3 clusters
  Score: Raw -285183.341105 + Penalty 2564.195969 = -282619.145136
  nChanged 0
		SP:Iteration 28F (78657.660000 sec): 3 clusters
  Score: Raw -285183.341105 + Penalty 2564.195969 = -282619.145136
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78657.760000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78657.930000 sec): 3 clusters
  Score: Raw -51894.123180 + Penalty 2003.077311 = -49891.045869
  nChanged 103
		SP:Iteration 1F (78658.120000 sec): 3 clusters
  Score: Raw -52037.607477 + Penalty 2003.077311 = -50034.530165
  nChanged 17
		SP:Iteration 2Q (78658.280000 sec): 3 clusters
  Score: Raw -52068.799863 + Penalty 2003.077311 = -50065.722552
  nChanged 13
		SP:Iteration 3Q (78658.460000 sec): 3 clusters
  Score: Raw -52094.239657 + Penalty 2003.077311 = -50091.162346
  nChanged 6
		SP:Iteration 4Q (78658.640000 sec): 3 clusters
  Score: Raw -52102.270053 + Penalty 2003.077311 = -50099.192741
  nChanged 4
		SP:Iteration 5Q (78658.810000 sec): 3 clusters
  Score: Raw -52107.168778 + Penalty 2003.077311 = -50104.091466
  nChanged 2
		SP:Iteration 6Q (78658.970000 sec): 3 clusters
  Score: Raw -52110.920652 + Penalty 2003.077311 = -50107.843341
  nChanged 3
		SP:Iteration 7Q (78659.110000 sec): 3 clusters
  Score: Raw -52115.445412 + Penalty 2003.077311 = -50112.368101
  nChanged 4
		SP:Iteration 8Q (78659.300000 sec): 3 clusters
  Score: Raw -52121.149370 + Penalty 2003.077311 = -50118.072059
  nChanged 0
		SP:Iteration 9F (78659.490000 sec): 3 clusters
  Score: Raw -52121.149370 + Penalty 2003.077311 = -50118.072059
  nChanged 0
Iteration 499Q (78833.010000 sec): 82 clusters
  Score: Raw -134118944.923582 + Penalty 184866.940148 = -133934077.983434
  nChanged 30
Iteration 500F (79087.740000 sec): 82 clusters
  Score: Raw -134118945.102856 + Penalty 184866.940148 = -133934078.162708
  nChanged 27
Iteration 501Q (79266.340000 sec): 82 clusters
  Score: Raw -134118945.293973 + Penalty 184866.940148 = -133934078.353825
  nChanged 27
Iteration 502Q (79444.330000 sec): 82 clusters
  Score: Raw -134118945.417542 + Penalty 184866.940148 = -133934078.477394
  nChanged 32
Iteration 503Q (79617.250000 sec): 82 clusters
  Score: Raw -134118945.679731 + Penalty 184866.940148 = -133934078.739583
  nChanged 29
Iteration 504Q (79789.050000 sec): 82 clusters
  Score: Raw -134118945.999298 + Penalty 184866.940148 = -133934079.059150
  nChanged 24
Iteration 505Q (79960.330000 sec): 82 clusters
  Score: Raw -134118946.084378 + Penalty 184866.940148 = -133934079.144230
  nChanged 25
Iteration 506Q (80144.240000 sec): 82 clusters
  Score: Raw -134118946.307823 + Penalty 184866.940148 = -133934079.367675
  nChanged 26
Iteration 507Q (80322.970000 sec): 82 clusters
  Score: Raw -134118946.438924 + Penalty 184866.940148 = -133934079.498776
  nChanged 24
Iteration 508Q (80502.020000 sec): 82 clusters
  Score: Raw -134118946.548375 + Penalty 184866.940148 = -133934079.608227
  nChanged 20
Iteration 509Q (80678.900000 sec): 82 clusters
  Score: Raw -134118946.768324 + Penalty 184866.940148 = -133934079.828176
  nChanged 25
Iteration 510Q (80858.280000 sec): 82 clusters
  Score: Raw -134118946.946132 + Penalty 184866.940148 = -133934080.005984
  nChanged 29
Iteration 511Q (81034.550000 sec): 82 clusters
  Score: Raw -134118947.179583 + Penalty 184866.940148 = -133934080.239435
  nChanged 29
Iteration 512Q (81215.640000 sec): 82 clusters
  Score: Raw -134118947.428744 + Penalty 184866.940148 = -133934080.488596
  nChanged 30
Iteration 513Q (81393.490000 sec): 82 clusters
  Score: Raw -134118947.686961 + Penalty 184866.940148 = -133934080.746813
  nChanged 17
Iteration 514Q (81567.350000 sec): 82 clusters
  Score: Raw -134118947.810342 + Penalty 184866.940148 = -133934080.870194
  nChanged 19
Iteration 515Q (81750.900000 sec): 82 clusters
  Score: Raw -134118947.988972 + Penalty 184866.940148 = -133934081.048824
  nChanged 18
Iteration 516Q (81936.690000 sec): 82 clusters
  Score: Raw -134118948.202187 + Penalty 184866.940148 = -133934081.262039
  nChanged 19
Iteration 517Q (82119.150000 sec): 82 clusters
  Score: Raw -134118948.348511 + Penalty 184866.940148 = -133934081.408363
  nChanged 17
Iteration 518Q (82308.070000 sec): 82 clusters
  Score: Raw -134118948.484957 + Penalty 184866.940148 = -133934081.544809
  nChanged 20
Iteration 519Q (82501.920000 sec): 82 clusters
  Score: Raw -134118948.708818 + Penalty 184866.940148 = -133934081.768670
  nChanged 18
Iteration 520F (82823.680000 sec): 82 clusters
  Score: Raw -134118948.878907 + Penalty 184866.940148 = -133934081.938759
  nChanged 15
Iteration 521Q (83026.880000 sec): 82 clusters
  Score: Raw -134118948.947970 + Penalty 184866.940148 = -133934082.007822
  nChanged 21
Iteration 522Q (83196.610000 sec): 82 clusters
  Score: Raw -134118949.066991 + Penalty 184866.940148 = -133934082.126843
  nChanged 19
Iteration 523Q (83356.910000 sec): 82 clusters
  Score: Raw -134118949.279293 + Penalty 184866.940148 = -133934082.339145
  nChanged 20
Iteration 524Q (83520.270000 sec): 82 clusters
  Score: Raw -134118949.404266 + Penalty 184866.940148 = -133934082.464118
  nChanged 22
Iteration 525Q (83683.060000 sec): 82 clusters
  Score: Raw -134118949.585543 + Penalty 184866.940148 = -133934082.645395
  nChanged 20
Iteration 526Q (83847.310000 sec): 82 clusters
  Score: Raw -134118949.744165 + Penalty 184866.940148 = -133934082.804017
  nChanged 22
Iteration 527Q (84004.910000 sec): 82 clusters
  Score: Raw -134118950.029830 + Penalty 184866.940148 = -133934083.089683
  nChanged 22
Iteration 528Q (84166.420000 sec): 82 clusters
  Score: Raw -134118950.161616 + Penalty 184866.940148 = -133934083.221468
  nChanged 25
Iteration 529Q (84329.970000 sec): 82 clusters
  Score: Raw -134118950.341767 + Penalty 184866.940148 = -133934083.401619
  nChanged 14
Iteration 530Q (84488.660000 sec): 82 clusters
  Score: Raw -134118950.495406 + Penalty 184866.940148 = -133934083.555258
  nChanged 13
Iteration 531Q (84649.490000 sec): 82 clusters
  Score: Raw -134118950.565518 + Penalty 184866.940148 = -133934083.625370
  nChanged 9
Iteration 532Q (84810.170000 sec): 82 clusters
  Score: Raw -134118950.683929 + Penalty 184866.940148 = -133934083.743782
  nChanged 12
Iteration 533Q (84970.900000 sec): 82 clusters
  Score: Raw -134118950.907650 + Penalty 184866.940148 = -133934083.967502
  nChanged 13
Iteration 534Q (85133.220000 sec): 82 clusters
  Score: Raw -134118951.025793 + Penalty 184866.940148 = -133934084.085645
  nChanged 14
Iteration 535Q (85297.780000 sec): 82 clusters
  Score: Raw -134118951.131697 + Penalty 184866.940148 = -133934084.191549
  nChanged 17
Iteration 536Q (85462.530000 sec): 82 clusters
  Score: Raw -134118951.269893 + Penalty 184866.940148 = -133934084.329745
  nChanged 15
Iteration 537Q (85623.960000 sec): 82 clusters
  Score: Raw -134118951.452280 + Penalty 184866.940148 = -133934084.512132
  nChanged 15
Iteration 538Q (85770.680000 sec): 82 clusters
  Score: Raw -134118951.880331 + Penalty 184866.940148 = -133934084.940183
  nChanged 13
Writing temp clu file 
Because OldScore, -133934084.512132, is greater than current (better) Score,-133934084.940183 
 Compute initial score before splitting:   Score: Raw -134118951.880331 + Penalty 184866.940148 = -133934084.940183
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85771.090000 sec): 2 clusters
  Score: Raw -846130.792969 + Penalty 1455.008512 = -844675.784457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85771.270000 sec): 3 clusters
  Score: Raw -841783.177568 + Penalty 2910.017024 = -838873.160544
  nChanged 3276
		SP:Iteration 1F (85771.520000 sec): 3 clusters
  Score: Raw -843598.943462 + Penalty 2910.017024 = -840688.926438
  nChanged 546
		SP:Iteration 2F (85771.680000 sec): 3 clusters
  Score: Raw -843880.342933 + Penalty 2910.017024 = -840970.325909
  nChanged 407
		SP:Iteration 3F (85771.850000 sec): 3 clusters
  Score: Raw -844087.411697 + Penalty 2910.017024 = -841177.394673
  nChanged 362
		SP:Iteration 4Q (85772.030000 sec): 3 clusters
  Score: Raw -844259.160143 + Penalty 2910.017024 = -841349.143119
  nChanged 316
		SP:Iteration 5Q (85772.210000 sec): 3 clusters
  Score: Raw -844413.531965 + Penalty 2910.017024 = -841503.514941
  nChanged 302
		SP:Iteration 6Q (85772.430000 sec): 3 clusters
  Score: Raw -844577.028456 + Penalty 2910.017024 = -841667.011432
  nChanged 298
		SP:Iteration 7Q (85772.580000 sec): 3 clusters
  Score: Raw -844770.248668 + Penalty 2910.017024 = -841860.231644
  nChanged 315
		SP:Iteration 8Q (85772.730000 sec): 3 clusters
  Score: Raw -844974.738393 + Penalty 2910.017024 = -842064.721369
  nChanged 281
		SP:Iteration 9Q (85772.960000 sec): 3 clusters
  Score: Raw -845180.571178 + Penalty 2910.017024 = -842270.554154
  nChanged 239
		SP:Iteration 10Q (85773.150000 sec): 3 clusters
  Score: Raw -845359.030352 + Penalty 2910.017024 = -842449.013328
  nChanged 205
		SP:Iteration 11Q (85773.290000 sec): 3 clusters
  Score: Raw -845480.830492 + Penalty 2910.017024 = -842570.813469
  nChanged 169
		SP:Iteration 12Q (85773.500000 sec): 3 clusters
  Score: Raw -845576.205130 + Penalty 2910.017024 = -842666.188106
  nChanged 149
		SP:Iteration 13Q (85773.630000 sec): 3 clusters
  Score: Raw -845654.581559 + Penalty 2910.017024 = -842744.564535
  nChanged 134
		SP:Iteration 14Q (85773.780000 sec): 3 clusters
  Score: Raw -845717.100081 + Penalty 2910.017024 = -842807.083057
  nChanged 108
		SP:Iteration 15Q (85774.050000 sec): 3 clusters
  Score: Raw -845770.538598 + Penalty 2910.017024 = -842860.521574
  nChanged 105
		SP:Iteration 16Q (85774.230000 sec): 3 clusters
  Score: Raw -845828.484529 + Penalty 2910.017024 = -842918.467505
  nChanged 103
		SP:Iteration 17Q (85774.470000 sec): 3 clusters
  Score: Raw -845884.144703 + Penalty 2910.017024 = -842974.127679
  nChanged 86
		SP:Iteration 18Q (85774.710000 sec): 3 clusters
  Score: Raw -845939.572027 + Penalty 2910.017024 = -843029.555003
  nChanged 80
		SP:Iteration 19Q (85774.930000 sec): 3 clusters
  Score: Raw -845985.512549 + Penalty 2910.017024 = -843075.495525
  nChanged 66
		SP:Iteration 20F (85775.120000 sec): 3 clusters
  Score: Raw -846021.468659 + Penalty 2910.017024 = -843111.451635
  nChanged 47
		SP:Iteration 21Q (85775.330000 sec): 3 clusters
  Score: Raw -846048.506883 + Penalty 2910.017024 = -843138.489859
  nChanged 41
		SP:Iteration 22Q (85775.520000 sec): 3 clusters
  Score: Raw -846072.685168 + Penalty 2910.017024 = -843162.668145
  nChanged 37
		SP:Iteration 23Q (85775.680000 sec): 3 clusters
  Score: Raw -846097.462732 + Penalty 2910.017024 = -843187.445708
  nChanged 43
		SP:Iteration 24Q (85775.910000 sec): 3 clusters
  Score: Raw -846137.069705 + Penalty 2910.017024 = -843227.052682
  nChanged 57
		SP:Iteration 25Q (85776.060000 sec): 3 clusters
  Score: Raw -846191.264534 + Penalty 2910.017024 = -843281.247510
  nChanged 48
		SP:Iteration 26Q (85776.260000 sec): 3 clusters
  Score: Raw -846252.562195 + Penalty 2910.017024 = -843342.545171
  nChanged 57
		SP:Iteration 27Q (85776.470000 sec): 3 clusters
  Score: Raw -846328.092299 + Penalty 2910.017024 = -843418.075275
  nChanged 50
		SP:Iteration 28Q (85776.690000 sec): 3 clusters
  Score: Raw -846370.985370 + Penalty 2910.017024 = -843460.968346
  nChanged 42
		SP:Iteration 29Q (85776.850000 sec): 3 clusters
  Score: Raw -846391.293716 + Penalty 2910.017024 = -843481.276692
  nChanged 38
		SP:Iteration 30Q (85777.070000 sec): 3 clusters
  Score: Raw -846408.829680 + Penalty 2910.017024 = -843498.812656
  nChanged 26
		SP:Iteration 31Q (85777.310000 sec): 3 clusters
  Score: Raw -846422.155696 + Penalty 2910.017024 = -843512.138672
  nChanged 18
		SP:Iteration 32Q (85777.540000 sec): 3 clusters
  Score: Raw -846431.412310 + Penalty 2910.017024 = -843521.395286
  nChanged 20
		SP:Iteration 33Q (85777.690000 sec): 3 clusters
  Score: Raw -846442.123085 + Penalty 2910.017024 = -843532.106061
  nChanged 18
		SP:Iteration 34Q (85777.930000 sec): 3 clusters
  Score: Raw -846449.253504 + Penalty 2910.017024 = -843539.236481
  nChanged 13
		SP:Iteration 35Q (85778.090000 sec): 3 clusters
  Score: Raw -846454.135366 + Penalty 2910.017024 = -843544.118342
  nChanged 10
		SP:Iteration 36Q (85778.270000 sec): 3 clusters
  Score: Raw -846457.035523 + Penalty 2910.017024 = -843547.018499
  nChanged 10
		SP:Iteration 37Q (85778.490000 sec): 3 clusters
  Score: Raw -846460.859481 + Penalty 2910.017024 = -843550.842457
  nChanged 13
		SP:Iteration 38Q (85778.640000 sec): 3 clusters
  Score: Raw -846463.791093 + Penalty 2910.017024 = -843553.774069
  nChanged 10
		SP:Iteration 39Q (85778.850000 sec): 3 clusters
  Score: Raw -846466.334773 + Penalty 2910.017024 = -843556.317750
  nChanged 7
		SP:Iteration 40F (85779.010000 sec): 3 clusters
  Score: Raw -846468.851358 + Penalty 2910.017024 = -843558.834334
  nChanged 6
		SP:Iteration 41Q (85779.220000 sec): 3 clusters
  Score: Raw -846470.286047 + Penalty 2910.017024 = -843560.269023
  nChanged 3
		SP:Iteration 42Q (85779.430000 sec): 3 clusters
  Score: Raw -846471.370158 + Penalty 2910.017024 = -843561.353134
  nChanged 4
		SP:Iteration 43Q (85779.570000 sec): 3 clusters
  Score: Raw -846472.587914 + Penalty 2910.017024 = -843562.570890
  nChanged 5
		SP:Iteration 44Q (85779.810000 sec): 3 clusters
  Score: Raw -846474.219579 + Penalty 2910.017024 = -843564.202555
  nChanged 4
		SP:Iteration 45Q (85780.000000 sec): 3 clusters
  Score: Raw -846476.089069 + Penalty 2910.017024 = -843566.072045
  nChanged 4
		SP:Iteration 46Q (85780.150000 sec): 3 clusters
  Score: Raw -846477.028253 + Penalty 2910.017024 = -843567.011229
  nChanged 2
		SP:Iteration 47Q (85780.360000 sec): 3 clusters
  Score: Raw -846478.194478 + Penalty 2910.017024 = -843568.177454
  nChanged 3
		SP:Iteration 48Q (85780.610000 sec): 3 clusters
  Score: Raw -846479.610036 + Penalty 2910.017024 = -843569.593012
  nChanged 4
		SP:Iteration 49Q (85780.810000 sec): 3 clusters
  Score: Raw -846480.584706 + Penalty 2910.017024 = -843570.567682
  nChanged 3
		SP:Iteration 50Q (85781.020000 sec): 3 clusters
  Score: Raw -846481.415663 + Penalty 2910.017024 = -843571.398639
  nChanged 1
		SP:Iteration 51Q (85781.190000 sec): 3 clusters
  Score: Raw -846481.843973 + Penalty 2910.017024 = -843571.826949
  nChanged 2
		SP:Iteration 52Q (85781.420000 sec): 3 clusters
  Score: Raw -846482.218476 + Penalty 2910.017024 = -843572.201452
  nChanged 2
		SP:Iteration 53Q (85781.620000 sec): 3 clusters
  Score: Raw -846482.864307 + Penalty 2910.017024 = -843572.847283
  nChanged 1
		SP:Iteration 54Q (85781.830000 sec): 3 clusters
  Score: Raw -846483.349398 + Penalty 2910.017024 = -843573.332374
  nChanged 1
		SP:Iteration 55Q (85782.040000 sec): 3 clusters
  Score: Raw -846483.923522 + Penalty 2910.017024 = -843573.906498
  nChanged 1
		SP:Iteration 56Q (85782.170000 sec): 3 clusters
  Score: Raw -846485.124571 + Penalty 2910.017024 = -843575.107547
  nChanged 1
		SP:Iteration 57Q (85782.370000 sec): 3 clusters
  Score: Raw -846485.486069 + Penalty 2910.017024 = -843575.469045
  nChanged 1
		SP:Iteration 58Q (85782.560000 sec): 3 clusters
  Score: Raw -846485.889672 + Penalty 2910.017024 = -843575.872648
  nChanged 1
		SP:Iteration 59Q (85782.800000 sec): 3 clusters
  Score: Raw -846486.023381 + Penalty 2910.017024 = -843576.006357
  nChanged 0
		SP:Iteration 60F (85782.960000 sec): 3 clusters
  Score: Raw -846486.023381 + Penalty 2910.017024 = -843576.006357
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85783.100000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85783.300000 sec): 3 clusters
  Score: Raw -817912.571816 + Penalty 2907.402504 = -815005.169313
  nChanged 3265
		SP:Iteration 1F (85783.510000 sec): 3 clusters
  Score: Raw -819665.209767 + Penalty 2907.402504 = -816757.807264
  nChanged 474
		SP:Iteration 2F (85783.690000 sec): 3 clusters
  Score: Raw -819882.554302 + Penalty 2907.402504 = -816975.151798
  nChanged 407
		SP:Iteration 3F (85783.900000 sec): 3 clusters
  Score: Raw -820063.644970 + Penalty 2907.402504 = -817156.242466
  nChanged 313
		SP:Iteration 4Q (85784.100000 sec): 3 clusters
  Score: Raw -820180.559875 + Penalty 2907.402504 = -817273.157372
  nChanged 259
		SP:Iteration 5Q (85784.300000 sec): 3 clusters
  Score: Raw -820267.749929 + Penalty 2907.402504 = -817360.347426
  nChanged 236
		SP:Iteration 6Q (85784.540000 sec): 3 clusters
  Score: Raw -820363.302392 + Penalty 2907.402504 = -817455.899889
  nChanged 280
		SP:Iteration 7Q (85784.740000 sec): 3 clusters
  Score: Raw -820499.642955 + Penalty 2907.402504 = -817592.240451
  nChanged 331
		SP:Iteration 8Q (85784.910000 sec): 3 clusters
  Score: Raw -820663.028445 + Penalty 2907.402504 = -817755.625941
  nChanged 370
		SP:Iteration 9Q (85785.120000 sec): 3 clusters
  Score: Raw -820881.997955 + Penalty 2907.402504 = -817974.595451
  nChanged 406
		SP:Iteration 10F (85785.290000 sec): 3 clusters
  Score: Raw -821157.348347 + Penalty 2907.402504 = -818249.945843
  nChanged 415
		SP:Iteration 11F (85785.490000 sec): 3 clusters
  Score: Raw -821445.356049 + Penalty 2907.402504 = -818537.953545
  nChanged 361
		SP:Iteration 12Q (85785.710000 sec): 3 clusters
  Score: Raw -821684.563309 + Penalty 2907.402504 = -818777.160805
  nChanged 283
		SP:Iteration 13Q (85785.860000 sec): 3 clusters
  Score: Raw -821839.480567 + Penalty 2907.402504 = -818932.078063
  nChanged 174
		SP:Iteration 14Q (85786.060000 sec): 3 clusters
  Score: Raw -821918.410088 + Penalty 2907.402504 = -819011.007585
  nChanged 116
		SP:Iteration 15Q (85786.250000 sec): 3 clusters
  Score: Raw -821970.981860 + Penalty 2907.402504 = -819063.579357
  nChanged 97
		SP:Iteration 16Q (85786.470000 sec): 3 clusters
  Score: Raw -822016.370139 + Penalty 2907.402504 = -819108.967636
  nChanged 94
		SP:Iteration 17Q (85786.670000 sec): 3 clusters
  Score: Raw -822068.590926 + Penalty 2907.402504 = -819161.188422
  nChanged 84
		SP:Iteration 18Q (85786.870000 sec): 3 clusters
  Score: Raw -822102.874129 + Penalty 2907.402504 = -819195.471626
  nChanged 65
		SP:Iteration 19Q (85787.070000 sec): 3 clusters
  Score: Raw -822132.191740 + Penalty 2907.402504 = -819224.789236
  nChanged 50
		SP:Iteration 20F (85787.300000 sec): 3 clusters
  Score: Raw -822153.539898 + Penalty 2907.402504 = -819246.137395
  nChanged 40
		SP:Iteration 21Q (85787.470000 sec): 3 clusters
  Score: Raw -822167.359389 + Penalty 2907.402504 = -819259.956885
  nChanged 26
		SP:Iteration 22Q (85787.720000 sec): 3 clusters
  Score: Raw -822175.463652 + Penalty 2907.402504 = -819268.061148
  nChanged 23
		SP:Iteration 23Q (85787.910000 sec): 3 clusters
  Score: Raw -822182.383453 + Penalty 2907.402504 = -819274.980949
  nChanged 21
		SP:Iteration 24Q (85788.080000 sec): 3 clusters
  Score: Raw -822187.976255 + Penalty 2907.402504 = -819280.573752
  nChanged 14
		SP:Iteration 25Q (85788.340000 sec): 3 clusters
  Score: Raw -822191.575014 + Penalty 2907.402504 = -819284.172511
  nChanged 8
		SP:Iteration 26Q (85788.510000 sec): 3 clusters
  Score: Raw -822193.658189 + Penalty 2907.402504 = -819286.255685
  nChanged 9
		SP:Iteration 27Q (85788.720000 sec): 3 clusters
  Score: Raw -822195.929036 + Penalty 2907.402504 = -819288.526532
  nChanged 8
		SP:Iteration 28Q (85788.920000 sec): 3 clusters
  Score: Raw -822198.922649 + Penalty 2907.402504 = -819291.520145
  nChanged 7
		SP:Iteration 29Q (85789.090000 sec): 3 clusters
  Score: Raw -822200.789888 + Penalty 2907.402504 = -819293.387385
  nChanged 7
		SP:Iteration 30Q (85789.260000 sec): 3 clusters
  Score: Raw -822202.129584 + Penalty 2907.402504 = -819294.727080
  nChanged 5
		SP:Iteration 31Q (85789.460000 sec): 3 clusters
  Score: Raw -822202.931621 + Penalty 2907.402504 = -819295.529118
  nChanged 4
		SP:Iteration 32Q (85789.650000 sec): 3 clusters
  Score: Raw -822204.457574 + Penalty 2907.402504 = -819297.055071
  nChanged 4
		SP:Iteration 33Q (85789.860000 sec): 3 clusters
  Score: Raw -822205.895053 + Penalty 2907.402504 = -819298.492549
  nChanged 3
		SP:Iteration 34Q (85790.060000 sec): 3 clusters
  Score: Raw -822206.738317 + Penalty 2907.402504 = -819299.335813
  nChanged 0
		SP:Iteration 35F (85790.260000 sec): 3 clusters
  Score: Raw -822206.738317 + Penalty 2907.402504 = -819299.335813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85790.370000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85790.540000 sec): 3 clusters
  Score: Raw -453706.550220 + Penalty 2714.196780 = -450992.353440
  nChanged 1682
		SP:Iteration 1F (85790.690000 sec): 3 clusters
  Score: Raw -454679.077405 + Penalty 2714.196780 = -451964.880626
  nChanged 322
		SP:Iteration 2F (85790.860000 sec): 3 clusters
  Score: Raw -454924.020087 + Penalty 2714.196780 = -452209.823307
  nChanged 282
		SP:Iteration 3F (85791.070000 sec): 3 clusters
  Score: Raw -455183.445817 + Penalty 2714.196780 = -452469.249037
  nChanged 291
		SP:Iteration 4F (85791.180000 sec): 3 clusters
  Score: Raw -455439.115900 + Penalty 2714.196780 = -452724.919120
  nChanged 249
		SP:Iteration 5F (85791.340000 sec): 3 clusters
  Score: Raw -455651.549595 + Penalty 2714.196780 = -452937.352816
  nChanged 217
		SP:Iteration 6F (85791.520000 sec): 3 clusters
  Score: Raw -455834.208467 + Penalty 2714.196780 = -453120.011687
  nChanged 204
		SP:Iteration 7Q (85791.700000 sec): 3 clusters
  Score: Raw -456004.163349 + Penalty 2714.196780 = -453289.966569
  nChanged 168
		SP:Iteration 8Q (85791.890000 sec): 3 clusters
  Score: Raw -456125.709166 + Penalty 2714.196780 = -453411.512387
  nChanged 133
		SP:Iteration 9Q (85792.070000 sec): 3 clusters
  Score: Raw -456205.082060 + Penalty 2714.196780 = -453490.885280
  nChanged 106
		SP:Iteration 10Q (85792.260000 sec): 3 clusters
  Score: Raw -456266.424374 + Penalty 2714.196780 = -453552.227595
  nChanged 93
		SP:Iteration 11Q (85792.460000 sec): 3 clusters
  Score: Raw -456316.283024 + Penalty 2714.196780 = -453602.086244
  nChanged 73
		SP:Iteration 12Q (85792.630000 sec): 3 clusters
  Score: Raw -456348.757921 + Penalty 2714.196780 = -453634.561141
  nChanged 53
		SP:Iteration 13Q (85792.780000 sec): 3 clusters
  Score: Raw -456374.380760 + Penalty 2714.196780 = -453660.183981
  nChanged 53
		SP:Iteration 14Q (85792.960000 sec): 3 clusters
  Score: Raw -456395.186961 + Penalty 2714.196780 = -453680.990182
  nChanged 34
		SP:Iteration 15Q (85793.100000 sec): 3 clusters
  Score: Raw -456404.258461 + Penalty 2714.196780 = -453690.061681
  nChanged 25
		SP:Iteration 16Q (85793.240000 sec): 3 clusters
  Score: Raw -456411.753261 + Penalty 2714.196780 = -453697.556481
  nChanged 18
		SP:Iteration 17Q (85793.390000 sec): 3 clusters
  Score: Raw -456417.079494 + Penalty 2714.196780 = -453702.882714
  nChanged 17
		SP:Iteration 18Q (85793.600000 sec): 3 clusters
  Score: Raw -456422.832648 + Penalty 2714.196780 = -453708.635869
  nChanged 20
		SP:Iteration 19Q (85793.760000 sec): 3 clusters
  Score: Raw -456428.344916 + Penalty 2714.196780 = -453714.148136
  nChanged 17
		SP:Iteration 20F (85793.960000 sec): 3 clusters
  Score: Raw -456432.571720 + Penalty 2714.196780 = -453718.374940
  nChanged 7
		SP:Iteration 21Q (85794.120000 sec): 3 clusters
  Score: Raw -456433.417992 + Penalty 2714.196780 = -453719.221212
  nChanged 3
		SP:Iteration 22Q (85794.340000 sec): 3 clusters
  Score: Raw -456434.100704 + Penalty 2714.196780 = -453719.903925
  nChanged 2
		SP:Iteration 23Q (85794.470000 sec): 3 clusters
  Score: Raw -456434.388592 + Penalty 2714.196780 = -453720.191812
  nChanged 3
		SP:Iteration 24Q (85794.690000 sec): 3 clusters
  Score: Raw -456435.268338 + Penalty 2714.196780 = -453721.071558
  nChanged 3
		SP:Iteration 25Q (85794.890000 sec): 3 clusters
  Score: Raw -456435.723510 + Penalty 2714.196780 = -453721.526731
  nChanged 2
		SP:Iteration 26Q (85795.070000 sec): 3 clusters
  Score: Raw -456436.096654 + Penalty 2714.196780 = -453721.899874
  nChanged 2
		SP:Iteration 27Q (85795.260000 sec): 3 clusters
  Score: Raw -456436.206823 + Penalty 2714.196780 = -453722.010044
  nChanged 1
		SP:Iteration 28Q (85795.460000 sec): 3 clusters
  Score: Raw -456436.352897 + Penalty 2714.196780 = -453722.156117
  nChanged 1
		SP:Iteration 29Q (85795.620000 sec): 3 clusters
  Score: Raw -456436.481635 + Penalty 2714.196780 = -453722.284855
  nChanged 0
		SP:Iteration 30F (85795.790000 sec): 3 clusters
  Score: Raw -456436.481635 + Penalty 2714.196780 = -453722.284855
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85795.890000 sec): 2 clusters
  Score: Raw -570913.142328 + Penalty 1390.229651 = -569522.912677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85796.100000 sec): 3 clusters
  Score: Raw -568209.819807 + Penalty 2780.459302 = -565429.360504
  nChanged 2111
		SP:Iteration 1F (85796.320000 sec): 3 clusters
  Score: Raw -569437.654830 + Penalty 2780.459302 = -566657.195528
  nChanged 436
		SP:Iteration 2F (85796.480000 sec): 3 clusters
  Score: Raw -569764.285208 + Penalty 2780.459302 = -566983.825905
  nChanged 368
		SP:Iteration 3F (85796.640000 sec): 3 clusters
  Score: Raw -570104.595952 + Penalty 2780.459302 = -567324.136649
  nChanged 371
		SP:Iteration 4F (85796.820000 sec): 3 clusters
  Score: Raw -570462.714265 + Penalty 2780.459302 = -567682.254962
  nChanged 336
		SP:Iteration 5F (85797.030000 sec): 3 clusters
  Score: Raw -570786.991626 + Penalty 2780.459302 = -568006.532324
  nChanged 291
		SP:Iteration 6F (85797.240000 sec): 3 clusters
  Score: Raw -571039.253753 + Penalty 2780.459302 = -568258.794450
  nChanged 234
		SP:Iteration 7Q (85797.420000 sec): 3 clusters
  Score: Raw -571194.981278 + Penalty 2780.459302 = -568414.521976
  nChanged 170
		SP:Iteration 8Q (85797.620000 sec): 3 clusters
  Score: Raw -571302.596627 + Penalty 2780.459302 = -568522.137324
  nChanged 122
		SP:Iteration 9Q (85797.810000 sec): 3 clusters
  Score: Raw -571377.575613 + Penalty 2780.459302 = -568597.116311
  nChanged 116
		SP:Iteration 10Q (85798.010000 sec): 3 clusters
  Score: Raw -571448.405676 + Penalty 2780.459302 = -568667.946374
  nChanged 77
		SP:Iteration 11Q (85798.250000 sec): 3 clusters
  Score: Raw -571492.417461 + Penalty 2780.459302 = -568711.958158
  nChanged 73
		SP:Iteration 12Q (85798.460000 sec): 3 clusters
  Score: Raw -571536.260670 + Penalty 2780.459302 = -568755.801368
  nChanged 54
		SP:Iteration 13Q (85798.620000 sec): 3 clusters
  Score: Raw -571568.075661 + Penalty 2780.459302 = -568787.616358
  nChanged 49
		SP:Iteration 14Q (85798.790000 sec): 3 clusters
  Score: Raw -571593.655981 + Penalty 2780.459302 = -568813.196678
  nChanged 43
		SP:Iteration 15Q (85798.970000 sec): 3 clusters
  Score: Raw -571616.148124 + Penalty 2780.459302 = -568835.688822
  nChanged 40
		SP:Iteration 16Q (85799.150000 sec): 3 clusters
  Score: Raw -571634.351598 + Penalty 2780.459302 = -568853.892296
  nChanged 28
		SP:Iteration 17Q (85799.350000 sec): 3 clusters
  Score: Raw -571645.857326 + Penalty 2780.459302 = -568865.398023
  nChanged 23
		SP:Iteration 18Q (85799.580000 sec): 3 clusters
  Score: Raw -571654.215921 + Penalty 2780.459302 = -568873.756619
  nChanged 22
		SP:Iteration 19Q (85799.760000 sec): 3 clusters
  Score: Raw -571662.413418 + Penalty 2780.459302 = -568881.954115
  nChanged 20
		SP:Iteration 20F (85799.950000 sec): 3 clusters
  Score: Raw -571671.768348 + Penalty 2780.459302 = -568891.309045
  nChanged 17
		SP:Iteration 21Q (85800.100000 sec): 3 clusters
  Score: Raw -571681.841699 + Penalty 2780.459302 = -568901.382396
  nChanged 22
		SP:Iteration 22Q (85800.310000 sec): 3 clusters
  Score: Raw -571695.280861 + Penalty 2780.459302 = -568914.821559
  nChanged 20
		SP:Iteration 23Q (85800.480000 sec): 3 clusters
  Score: Raw -571706.029260 + Penalty 2780.459302 = -568925.569958
  nChanged 18
		SP:Iteration 24Q (85800.670000 sec): 3 clusters
  Score: Raw -571716.156079 + Penalty 2780.459302 = -568935.696777
  nChanged 23
		SP:Iteration 25Q (85800.860000 sec): 3 clusters
  Score: Raw -571728.256551 + Penalty 2780.459302 = -568947.797248
  nChanged 18
		SP:Iteration 26Q (85801.080000 sec): 3 clusters
  Score: Raw -571737.071107 + Penalty 2780.459302 = -568956.611805
  nChanged 12
		SP:Iteration 27Q (85801.240000 sec): 3 clusters
  Score: Raw -571742.118613 + Penalty 2780.459302 = -568961.659310
  nChanged 9
		SP:Iteration 28Q (85801.370000 sec): 3 clusters
  Score: Raw -571745.841938 + Penalty 2780.459302 = -568965.382636
  nChanged 7
		SP:Iteration 29Q (85801.570000 sec): 3 clusters
  Score: Raw -571748.720822 + Penalty 2780.459302 = -568968.261519
  nChanged 9
		SP:Iteration 30Q (85801.740000 sec): 3 clusters
  Score: Raw -571753.572749 + Penalty 2780.459302 = -568973.113446
  nChanged 8
		SP:Iteration 31Q (85801.970000 sec): 3 clusters
  Score: Raw -571758.574023 + Penalty 2780.459302 = -568978.114720
  nChanged 9
		SP:Iteration 32Q (85802.180000 sec): 3 clusters
  Score: Raw -571763.214593 + Penalty 2780.459302 = -568982.755291
  nChanged 12
		SP:Iteration 33Q (85802.320000 sec): 3 clusters
  Score: Raw -571772.081816 + Penalty 2780.459302 = -568991.622513
  nChanged 11
		SP:Iteration 34Q (85802.480000 sec): 3 clusters
  Score: Raw -571780.490843 + Penalty 2780.459302 = -569000.031541
  nChanged 10
		SP:Iteration 35Q (85802.670000 sec): 3 clusters
  Score: Raw -571785.482125 + Penalty 2780.459302 = -569005.022823
  nChanged 10
		SP:Iteration 36Q (85802.880000 sec): 3 clusters
  Score: Raw -571789.663941 + Penalty 2780.459302 = -569009.204638
  nChanged 11
		SP:Iteration 37Q (85803.080000 sec): 3 clusters
  Score: Raw -571797.029247 + Penalty 2780.459302 = -569016.569945
  nChanged 6
		SP:Iteration 38Q (85803.290000 sec): 3 clusters
  Score: Raw -571803.331768 + Penalty 2780.459302 = -569022.872466
  nChanged 11
		SP:Iteration 39Q (85803.460000 sec): 3 clusters
  Score: Raw -571813.776471 + Penalty 2780.459302 = -569033.317168
  nChanged 10
		SP:Iteration 40F (85803.690000 sec): 3 clusters
  Score: Raw -571817.707707 + Penalty 2780.459302 = -569037.248405
  nChanged 6
		SP:Iteration 41Q (85803.880000 sec): 3 clusters
  Score: Raw -571822.169979 + Penalty 2780.459302 = -569041.710677
  nChanged 5
		SP:Iteration 42Q (85804.090000 sec): 3 clusters
  Score: Raw -571824.191559 + Penalty 2780.459302 = -569043.732257
  nChanged 3
		SP:Iteration 43Q (85804.260000 sec): 3 clusters
  Score: Raw -571827.063316 + Penalty 2780.459302 = -569046.604014
  nChanged 7
		SP:Iteration 44Q (85804.470000 sec): 3 clusters
  Score: Raw -571830.783754 + Penalty 2780.459302 = -569050.324451
  nChanged 3
		SP:Iteration 45Q (85804.670000 sec): 3 clusters
  Score: Raw -571831.956071 + Penalty 2780.459302 = -569051.496769
  nChanged 2
		SP:Iteration 46Q (85804.860000 sec): 3 clusters
  Score: Raw -571834.226629 + Penalty 2780.459302 = -569053.767326
  nChanged 5
		SP:Iteration 47Q (85805.030000 sec): 3 clusters
  Score: Raw -571837.758195 + Penalty 2780.459302 = -569057.298893
  nChanged 5
		SP:Iteration 48Q (85805.200000 sec): 3 clusters
  Score: Raw -571841.269831 + Penalty 2780.459302 = -569060.810528
  nChanged 2
		SP:Iteration 49Q (85805.370000 sec): 3 clusters
  Score: Raw -571843.283387 + Penalty 2780.459302 = -569062.824085
  nChanged 3
		SP:Iteration 50Q (85805.540000 sec): 3 clusters
  Score: Raw -571845.625251 + Penalty 2780.459302 = -569065.165948
  nChanged 3
		SP:Iteration 51Q (85805.750000 sec): 3 clusters
  Score: Raw -571846.858132 + Penalty 2780.459302 = -569066.398830
  nChanged 3
		SP:Iteration 52Q (85805.920000 sec): 3 clusters
  Score: Raw -571848.543352 + Penalty 2780.459302 = -569068.084049
  nChanged 2
		SP:Iteration 53Q (85806.110000 sec): 3 clusters
  Score: Raw -571849.552020 + Penalty 2780.459302 = -569069.092718
  nChanged 2
		SP:Iteration 54Q (85806.260000 sec): 3 clusters
  Score: Raw -571851.474157 + Penalty 2780.459302 = -569071.014854
  nChanged 0
		SP:Iteration 55F (85806.450000 sec): 3 clusters
  Score: Raw -571851.474157 + Penalty 2780.459302 = -569071.014854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (76638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85806.930000 sec): 2 clusters
  Score: Raw -8847669.271555 + Penalty 1827.612851 = -8845841.658704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85807.560000 sec): 3 clusters
  Score: Raw -8798186.990735 + Penalty 3655.225703 = -8794531.765032
  nChanged 36374
		SP:Iteration 1F (85808.230000 sec): 3 clusters
  Score: Raw -8819249.396120 + Penalty 3655.225703 = -8815594.170417
  nChanged 2444
		SP:Iteration 2Q (85808.950000 sec): 3 clusters
  Score: Raw -8819832.202235 + Penalty 3655.225703 = -8816176.976532
  nChanged 2626
		SP:Iteration 3Q (85809.750000 sec): 3 clusters
  Score: Raw -8820656.394560 + Penalty 3655.225703 = -8817001.168857
  nChanged 3432
		SP:Iteration 4Q (85810.470000 sec): 3 clusters
  Score: Raw -8822167.344424 + Penalty 3655.225703 = -8818512.118721
  nChanged 4736
		SP:Iteration 5F (85811.120000 sec): 3 clusters
  Score: Raw -8824987.240928 + Penalty 3655.225703 = -8821332.015225
  nChanged 6166
		SP:Iteration 6F (85811.780000 sec): 3 clusters
  Score: Raw -8829801.021332 + Penalty 3655.225703 = -8826145.795629
  nChanged 7064
		SP:Iteration 7F (85812.490000 sec): 3 clusters
  Score: Raw -8836479.737277 + Penalty 3655.225703 = -8832824.511574
  nChanged 6046
		SP:Iteration 8F (85813.140000 sec): 3 clusters
  Score: Raw -8842626.826725 + Penalty 3655.225703 = -8838971.601023
  nChanged 3475
		SP:Iteration 9Q (85813.840000 sec): 3 clusters
  Score: Raw -8846096.256703 + Penalty 3655.225703 = -8842441.031001
  nChanged 1268
		SP:Iteration 10Q (85814.460000 sec): 3 clusters
  Score: Raw -8847315.529476 + Penalty 3655.225703 = -8843660.303773
  nChanged 324
		SP:Iteration 11Q (85815.060000 sec): 3 clusters
  Score: Raw -8847666.073350 + Penalty 3655.225703 = -8844010.847647
  nChanged 89
		SP:Iteration 12Q (85815.670000 sec): 3 clusters
  Score: Raw -8847787.672369 + Penalty 3655.225703 = -8844132.446666
  nChanged 30
		SP:Iteration 13Q (85816.240000 sec): 3 clusters
  Score: Raw -8847831.392592 + Penalty 3655.225703 = -8844176.166889
  nChanged 16
		SP:Iteration 14Q (85816.850000 sec): 3 clusters
  Score: Raw -8847861.057339 + Penalty 3655.225703 = -8844205.831636
  nChanged 12
		SP:Iteration 15Q (85817.520000 sec): 3 clusters
  Score: Raw -8847879.400698 + Penalty 3655.225703 = -8844224.174995
  nChanged 10
		SP:Iteration 16Q (85818.140000 sec): 3 clusters
  Score: Raw -8847895.807547 + Penalty 3655.225703 = -8844240.581844
  nChanged 6
		SP:Iteration 17Q (85818.700000 sec): 3 clusters
  Score: Raw -8847901.427069 + Penalty 3655.225703 = -8844246.201366
  nChanged 2
		SP:Iteration 18Q (85819.290000 sec): 3 clusters
  Score: Raw -8847902.909237 + Penalty 3655.225703 = -8844247.683535
  nChanged 1
		SP:Iteration 19Q (85819.830000 sec): 3 clusters
  Score: Raw -8847904.509348 + Penalty 3655.225703 = -8844249.283645
  nChanged 0
		SP:Iteration 20F (85820.450000 sec): 3 clusters
  Score: Raw -8847904.509348 + Penalty 3655.225703 = -8844249.283645
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85820.680000 sec): 2 clusters
  Score: Raw -2506745.102200 + Penalty 1642.155269 = -2505102.946931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85820.970000 sec): 3 clusters
  Score: Raw -2491844.371201 + Penalty 3284.310538 = -2488560.060663
  nChanged 11187
		SP:Iteration 1F (85821.330000 sec): 3 clusters
  Score: Raw -2498204.718404 + Penalty 3284.310538 = -2494920.407866
  nChanged 1382
		SP:Iteration 2F (85821.630000 sec): 3 clusters
  Score: Raw -2498800.392521 + Penalty 3284.310538 = -2495516.081983
  nChanged 1322
		SP:Iteration 3F (85821.950000 sec): 3 clusters
  Score: Raw -2499453.767941 + Penalty 3284.310538 = -2496169.457403
  nChanged 1392
		SP:Iteration 4F (85822.310000 sec): 3 clusters
  Score: Raw -2500208.624799 + Penalty 3284.310538 = -2496924.314261
  nChanged 1410
		SP:Iteration 5F (85822.630000 sec): 3 clusters
  Score: Raw -2500997.815505 + Penalty 3284.310538 = -2497713.504967
  nChanged 1334
		SP:Iteration 6F (85822.970000 sec): 3 clusters
  Score: Raw -2501825.841696 + Penalty 3284.310538 = -2498541.531158
  nChanged 1238
		SP:Iteration 7F (85823.310000 sec): 3 clusters
  Score: Raw -2502623.725966 + Penalty 3284.310538 = -2499339.415428
  nChanged 1109
		SP:Iteration 8Q (85823.590000 sec): 3 clusters
  Score: Raw -2503353.907066 + Penalty 3284.310538 = -2500069.596528
  nChanged 989
		SP:Iteration 9Q (85823.960000 sec): 3 clusters
  Score: Raw -2503995.178408 + Penalty 3284.310538 = -2500710.867870
  nChanged 873
		SP:Iteration 10Q (85824.270000 sec): 3 clusters
  Score: Raw -2504532.624373 + Penalty 3284.310538 = -2501248.313835
  nChanged 711
		SP:Iteration 11Q (85824.560000 sec): 3 clusters
  Score: Raw -2504966.817617 + Penalty 3284.310538 = -2501682.507079
  nChanged 592
		SP:Iteration 12Q (85824.880000 sec): 3 clusters
  Score: Raw -2505303.370189 + Penalty 3284.310538 = -2502019.059651
  nChanged 472
		SP:Iteration 13Q (85825.180000 sec): 3 clusters
  Score: Raw -2505557.810756 + Penalty 3284.310538 = -2502273.500218
  nChanged 438
		SP:Iteration 14Q (85825.460000 sec): 3 clusters
  Score: Raw -2505792.855694 + Penalty 3284.310538 = -2502508.545156
  nChanged 381
		SP:Iteration 15Q (85825.790000 sec): 3 clusters
  Score: Raw -2506016.309086 + Penalty 3284.310538 = -2502731.998548
  nChanged 360
		SP:Iteration 16Q (85826.070000 sec): 3 clusters
  Score: Raw -2506222.590253 + Penalty 3284.310538 = -2502938.279715
  nChanged 298
		SP:Iteration 17Q (85826.300000 sec): 3 clusters
  Score: Raw -2506380.341291 + Penalty 3284.310538 = -2503096.030753
  nChanged 261
		SP:Iteration 18Q (85826.580000 sec): 3 clusters
  Score: Raw -2506493.504067 + Penalty 3284.310538 = -2503209.193529
  nChanged 205
		SP:Iteration 19Q (85826.850000 sec): 3 clusters
  Score: Raw -2506587.663407 + Penalty 3284.310538 = -2503303.352869
  nChanged 198
		SP:Iteration 20F (85827.080000 sec): 3 clusters
  Score: Raw -2506680.367247 + Penalty 3284.310538 = -2503396.056709
  nChanged 177
		SP:Iteration 21Q (85827.360000 sec): 3 clusters
  Score: Raw -2506754.454102 + Penalty 3284.310538 = -2503470.143564
  nChanged 136
		SP:Iteration 22Q (85827.630000 sec): 3 clusters
  Score: Raw -2506809.754051 + Penalty 3284.310538 = -2503525.443513
  nChanged 108
		SP:Iteration 23Q (85827.840000 sec): 3 clusters
  Score: Raw -2506852.212989 + Penalty 3284.310538 = -2503567.902451
  nChanged 102
		SP:Iteration 24Q (85828.090000 sec): 3 clusters
  Score: Raw -2506894.168118 + Penalty 3284.310538 = -2503609.857580
  nChanged 92
		SP:Iteration 25Q (85828.340000 sec): 3 clusters
  Score: Raw -2506935.944428 + Penalty 3284.310538 = -2503651.633890
  nChanged 59
		SP:Iteration 26Q (85828.600000 sec): 3 clusters
  Score: Raw -2506960.362332 + Penalty 3284.310538 = -2503676.051794
  nChanged 55
		SP:Iteration 27Q (85828.850000 sec): 3 clusters
  Score: Raw -2506980.657890 + Penalty 3284.310538 = -2503696.347352
  nChanged 40
		SP:Iteration 28Q (85829.120000 sec): 3 clusters
  Score: Raw -2506996.273631 + Penalty 3284.310538 = -2503711.963093
  nChanged 31
		SP:Iteration 29Q (85829.410000 sec): 3 clusters
  Score: Raw -2507006.285365 + Penalty 3284.310538 = -2503721.974827
  nChanged 26
		SP:Iteration 30Q (85829.680000 sec): 3 clusters
  Score: Raw -2507015.394275 + Penalty 3284.310538 = -2503731.083737
  nChanged 23
		SP:Iteration 31Q (85829.980000 sec): 3 clusters
  Score: Raw -2507023.130793 + Penalty 3284.310538 = -2503738.820255
  nChanged 17
		SP:Iteration 32Q (85830.250000 sec): 3 clusters
  Score: Raw -2507029.398005 + Penalty 3284.310538 = -2503745.087467
  nChanged 15
		SP:Iteration 33Q (85830.560000 sec): 3 clusters
  Score: Raw -2507034.013340 + Penalty 3284.310538 = -2503749.702802
  nChanged 8
		SP:Iteration 34Q (85830.860000 sec): 3 clusters
  Score: Raw -2507036.128215 + Penalty 3284.310538 = -2503751.817677
  nChanged 4
		SP:Iteration 35Q (85831.150000 sec): 3 clusters
  Score: Raw -2507037.167903 + Penalty 3284.310538 = -2503752.857365
  nChanged 3
		SP:Iteration 36Q (85831.500000 sec): 3 clusters
  Score: Raw -2507037.907489 + Penalty 3284.310538 = -2503753.596951
  nChanged 4
		SP:Iteration 37Q (85831.770000 sec): 3 clusters
  Score: Raw -2507038.531741 + Penalty 3284.310538 = -2503754.221203
  nChanged 3
		SP:Iteration 38Q (85832.020000 sec): 3 clusters
  Score: Raw -2507039.308789 + Penalty 3284.310538 = -2503754.998251
  nChanged 2
		SP:Iteration 39Q (85832.280000 sec): 3 clusters
  Score: Raw -2507040.011440 + Penalty 3284.310538 = -2503755.700902
  nChanged 6
		SP:Iteration 40F (85832.620000 sec): 3 clusters
  Score: Raw -2507041.633625 + Penalty 3284.310538 = -2503757.323087
  nChanged 2
		SP:Iteration 41Q (85832.870000 sec): 3 clusters
  Score: Raw -2507042.458217 + Penalty 3284.310538 = -2503758.147679
  nChanged 2
		SP:Iteration 42Q (85833.180000 sec): 3 clusters
  Score: Raw -2507043.038148 + Penalty 3284.310538 = -2503758.727610
  nChanged 3
		SP:Iteration 43Q (85833.510000 sec): 3 clusters
  Score: Raw -2507043.863491 + Penalty 3284.310538 = -2503759.552953
  nChanged 5
		SP:Iteration 44Q (85833.760000 sec): 3 clusters
  Score: Raw -2507045.177272 + Penalty 3284.310538 = -2503760.866734
  nChanged 2
		SP:Iteration 45Q (85834.030000 sec): 3 clusters
  Score: Raw -2507045.684177 + Penalty 3284.310538 = -2503761.373639
  nChanged 1
		SP:Iteration 46Q (85834.290000 sec): 3 clusters
  Score: Raw -2507045.852857 + Penalty 3284.310538 = -2503761.542319
  nChanged 2
		SP:Iteration 47Q (85834.550000 sec): 3 clusters
  Score: Raw -2507046.223936 + Penalty 3284.310538 = -2503761.913398
  nChanged 1
		SP:Iteration 48Q (85834.810000 sec): 3 clusters
  Score: Raw -2507046.395599 + Penalty 3284.310538 = -2503762.085061
  nChanged 2
		SP:Iteration 49Q (85835.090000 sec): 3 clusters
  Score: Raw -2507046.819824 + Penalty 3284.310538 = -2503762.509286
  nChanged 3
		SP:Iteration 50Q (85835.370000 sec): 3 clusters
  Score: Raw -2507047.370777 + Penalty 3284.310538 = -2503763.060239
  nChanged 0
		SP:Iteration 51F (85835.670000 sec): 3 clusters
  Score: Raw -2507047.370777 + Penalty 3284.310538 = -2503763.060239
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85835.840000 sec): 2 clusters
  Score: Raw -2637865.465307 + Penalty 1640.708326 = -2636224.756982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85836.150000 sec): 3 clusters
  Score: Raw -2623104.065947 + Penalty 3281.416651 = -2619822.649295
  nChanged 11046
		SP:Iteration 1F (85836.480000 sec): 3 clusters
  Score: Raw -2629252.770265 + Penalty 3281.416651 = -2625971.353614
  nChanged 1125
		SP:Iteration 2Q (85836.790000 sec): 3 clusters
  Score: Raw -2629661.555791 + Penalty 3281.416651 = -2626380.139139
  nChanged 1075
		SP:Iteration 3Q (85837.100000 sec): 3 clusters
  Score: Raw -2630062.509768 + Penalty 3281.416651 = -2626781.093117
  nChanged 1064
		SP:Iteration 4Q (85837.370000 sec): 3 clusters
  Score: Raw -2630522.214569 + Penalty 3281.416651 = -2627240.797917
  nChanged 1121
		SP:Iteration 5Q (85837.670000 sec): 3 clusters
  Score: Raw -2631088.142305 + Penalty 3281.416651 = -2627806.725654
  nChanged 1203
		SP:Iteration 6Q (85837.940000 sec): 3 clusters
  Score: Raw -2631776.431701 + Penalty 3281.416651 = -2628495.015050
  nChanged 1268
		SP:Iteration 7F (85838.210000 sec): 3 clusters
  Score: Raw -2632564.743962 + Penalty 3281.416651 = -2629283.327311
  nChanged 1328
		SP:Iteration 8F (85838.490000 sec): 3 clusters
  Score: Raw -2633408.200581 + Penalty 3281.416651 = -2630126.783929
  nChanged 1220
		SP:Iteration 9F (85838.750000 sec): 3 clusters
  Score: Raw -2634132.792463 + Penalty 3281.416651 = -2630851.375812
  nChanged 1073
		SP:Iteration 10Q (85839.010000 sec): 3 clusters
  Score: Raw -2634666.615942 + Penalty 3281.416651 = -2631385.199291
  nChanged 858
		SP:Iteration 11Q (85839.330000 sec): 3 clusters
  Score: Raw -2635074.303738 + Penalty 3281.416651 = -2631792.887087
  nChanged 767
		SP:Iteration 12Q (85839.600000 sec): 3 clusters
  Score: Raw -2635445.680778 + Penalty 3281.416651 = -2632164.264126
  nChanged 732
		SP:Iteration 13Q (85839.890000 sec): 3 clusters
  Score: Raw -2635805.413438 + Penalty 3281.416651 = -2632523.996787
  nChanged 659
		SP:Iteration 14Q (85840.190000 sec): 3 clusters
  Score: Raw -2636127.941603 + Penalty 3281.416651 = -2632846.524952
  nChanged 590
		SP:Iteration 15Q (85840.490000 sec): 3 clusters
  Score: Raw -2636418.781216 + Penalty 3281.416651 = -2633137.364564
  nChanged 548
		SP:Iteration 16Q (85840.750000 sec): 3 clusters
  Score: Raw -2636691.240310 + Penalty 3281.416651 = -2633409.823659
  nChanged 488
		SP:Iteration 17Q (85841.030000 sec): 3 clusters
  Score: Raw -2636932.608053 + Penalty 3281.416651 = -2633651.191402
  nChanged 482
		SP:Iteration 18Q (85841.300000 sec): 3 clusters
  Score: Raw -2637190.345706 + Penalty 3281.416651 = -2633908.929054
  nChanged 446
		SP:Iteration 19Q (85841.610000 sec): 3 clusters
  Score: Raw -2637427.464650 + Penalty 3281.416651 = -2634146.047999
  nChanged 388
		SP:Iteration 20F (85841.860000 sec): 3 clusters
  Score: Raw -2637603.116750 + Penalty 3281.416651 = -2634321.700099
  nChanged 324
		SP:Iteration 21Q (85842.150000 sec): 3 clusters
  Score: Raw -2637728.260302 + Penalty 3281.416651 = -2634446.843651
  nChanged 261
		SP:Iteration 22Q (85842.400000 sec): 3 clusters
  Score: Raw -2637824.026578 + Penalty 3281.416651 = -2634542.609927
  nChanged 222
		SP:Iteration 23Q (85842.720000 sec): 3 clusters
  Score: Raw -2637900.750726 + Penalty 3281.416651 = -2634619.334075
  nChanged 204
		SP:Iteration 24Q (85843.000000 sec): 3 clusters
  Score: Raw -2637970.073008 + Penalty 3281.416651 = -2634688.656357
  nChanged 172
		SP:Iteration 25Q (85843.280000 sec): 3 clusters
  Score: Raw -2638024.703692 + Penalty 3281.416651 = -2634743.287040
  nChanged 146
		SP:Iteration 26Q (85843.570000 sec): 3 clusters
  Score: Raw -2638065.521201 + Penalty 3281.416651 = -2634784.104550
  nChanged 120
		SP:Iteration 27Q (85843.870000 sec): 3 clusters
  Score: Raw -2638092.924803 + Penalty 3281.416651 = -2634811.508152
  nChanged 97
		SP:Iteration 28Q (85844.170000 sec): 3 clusters
  Score: Raw -2638113.277723 + Penalty 3281.416651 = -2634831.861072
  nChanged 88
		SP:Iteration 29Q (85844.470000 sec): 3 clusters
  Score: Raw -2638131.047273 + Penalty 3281.416651 = -2634849.630621
  nChanged 79
		SP:Iteration 30Q (85844.770000 sec): 3 clusters
  Score: Raw -2638149.506934 + Penalty 3281.416651 = -2634868.090283
  nChanged 93
		SP:Iteration 31Q (85845.070000 sec): 3 clusters
  Score: Raw -2638171.980736 + Penalty 3281.416651 = -2634890.564085
  nChanged 81
		SP:Iteration 32Q (85845.320000 sec): 3 clusters
  Score: Raw -2638189.662209 + Penalty 3281.416651 = -2634908.245557
  nChanged 73
		SP:Iteration 33Q (85845.600000 sec): 3 clusters
  Score: Raw -2638206.753993 + Penalty 3281.416651 = -2634925.337342
  nChanged 74
		SP:Iteration 34Q (85845.890000 sec): 3 clusters
  Score: Raw -2638226.467006 + Penalty 3281.416651 = -2634945.050355
  nChanged 69
		SP:Iteration 35Q (85846.220000 sec): 3 clusters
  Score: Raw -2638244.725944 + Penalty 3281.416651 = -2634963.309293
  nChanged 59
		SP:Iteration 36Q (85846.530000 sec): 3 clusters
  Score: Raw -2638260.423403 + Penalty 3281.416651 = -2634979.006751
  nChanged 73
		SP:Iteration 37Q (85846.790000 sec): 3 clusters
  Score: Raw -2638277.910202 + Penalty 3281.416651 = -2634996.493551
  nChanged 63
		SP:Iteration 38Q (85847.100000 sec): 3 clusters
  Score: Raw -2638293.314329 + Penalty 3281.416651 = -2635011.897678
  nChanged 64
		SP:Iteration 39Q (85847.390000 sec): 3 clusters
  Score: Raw -2638311.088191 + Penalty 3281.416651 = -2635029.671540
  nChanged 54
		SP:Iteration 40F (85847.690000 sec): 3 clusters
  Score: Raw -2638324.685470 + Penalty 3281.416651 = -2635043.268819
  nChanged 49
		SP:Iteration 41Q (85847.990000 sec): 3 clusters
  Score: Raw -2638335.878187 + Penalty 3281.416651 = -2635054.461536
  nChanged 34
		SP:Iteration 42Q (85848.280000 sec): 3 clusters
  Score: Raw -2638344.834516 + Penalty 3281.416651 = -2635063.417865
  nChanged 35
		SP:Iteration 43Q (85848.550000 sec): 3 clusters
  Score: Raw -2638353.897200 + Penalty 3281.416651 = -2635072.480549
  nChanged 37
		SP:Iteration 44Q (85848.850000 sec): 3 clusters
  Score: Raw -2638362.606737 + Penalty 3281.416651 = -2635081.190085
  nChanged 22
		SP:Iteration 45Q (85849.100000 sec): 3 clusters
  Score: Raw -2638367.719304 + Penalty 3281.416651 = -2635086.302652
  nChanged 24
		SP:Iteration 46Q (85849.390000 sec): 3 clusters
  Score: Raw -2638374.235834 + Penalty 3281.416651 = -2635092.819182
  nChanged 28
		SP:Iteration 47Q (85849.670000 sec): 3 clusters
  Score: Raw -2638380.690017 + Penalty 3281.416651 = -2635099.273366
  nChanged 18
		SP:Iteration 48Q (85849.940000 sec): 3 clusters
  Score: Raw -2638384.548493 + Penalty 3281.416651 = -2635103.131841
  nChanged 19
		SP:Iteration 49Q (85850.210000 sec): 3 clusters
  Score: Raw -2638387.472084 + Penalty 3281.416651 = -2635106.055433
  nChanged 13
		SP:Iteration 50Q (85850.480000 sec): 3 clusters
  Score: Raw -2638389.696546 + Penalty 3281.416651 = -2635108.279895
  nChanged 9
		SP:Iteration 51Q (85850.790000 sec): 3 clusters
  Score: Raw -2638390.989974 + Penalty 3281.416651 = -2635109.573323
  nChanged 4
		SP:Iteration 52Q (85851.030000 sec): 3 clusters
  Score: Raw -2638391.310145 + Penalty 3281.416651 = -2635109.893494
  nChanged 4
		SP:Iteration 53Q (85851.290000 sec): 3 clusters
  Score: Raw -2638391.839968 + Penalty 3281.416651 = -2635110.423317
  nChanged 5
		SP:Iteration 54Q (85851.630000 sec): 3 clusters
  Score: Raw -2638392.841160 + Penalty 3281.416651 = -2635111.424508
  nChanged 7
		SP:Iteration 55Q (85851.870000 sec): 3 clusters
  Score: Raw -2638394.255715 + Penalty 3281.416651 = -2635112.839064
  nChanged 14
		SP:Iteration 56Q (85852.200000 sec): 3 clusters
  Score: Raw -2638396.352007 + Penalty 3281.416651 = -2635114.935355
  nChanged 8
		SP:Iteration 57Q (85852.410000 sec): 3 clusters
  Score: Raw -2638397.776857 + Penalty 3281.416651 = -2635116.360206
  nChanged 11
		SP:Iteration 58Q (85852.750000 sec): 3 clusters
  Score: Raw -2638400.345575 + Penalty 3281.416651 = -2635118.928924
  nChanged 17
		SP:Iteration 59Q (85853.030000 sec): 3 clusters
  Score: Raw -2638403.484672 + Penalty 3281.416651 = -2635122.068021
  nChanged 10
		SP:Iteration 60F (85853.320000 sec): 3 clusters
  Score: Raw -2638405.309978 + Penalty 3281.416651 = -2635123.893326
  nChanged 7
		SP:Iteration 61Q (85853.630000 sec): 3 clusters
  Score: Raw -2638406.917901 + Penalty 3281.416651 = -2635125.501250
  nChanged 7
		SP:Iteration 62Q (85853.950000 sec): 3 clusters
  Score: Raw -2638407.864221 + Penalty 3281.416651 = -2635126.447569
  nChanged 5
		SP:Iteration 63Q (85854.250000 sec): 3 clusters
  Score: Raw -2638408.517513 + Penalty 3281.416651 = -2635127.100862
  nChanged 3
		SP:Iteration 64Q (85854.520000 sec): 3 clusters
  Score: Raw -2638408.850521 + Penalty 3281.416651 = -2635127.433869
  nChanged 1
		SP:Iteration 65Q (85854.830000 sec): 3 clusters
  Score: Raw -2638408.964081 + Penalty 3281.416651 = -2635127.547430
  nChanged 0
		SP:Iteration 66F (85855.160000 sec): 3 clusters
  Score: Raw -2638408.964081 + Penalty 3281.416651 = -2635127.547430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85855.240000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85855.400000 sec): 3 clusters
  Score: Raw -347709.297647 + Penalty 2628.782587 = -345080.515060
  nChanged 1233
		SP:Iteration 1F (85855.560000 sec): 3 clusters
  Score: Raw -348471.745865 + Penalty 2628.782587 = -345842.963279
  nChanged 268
		SP:Iteration 2F (85855.780000 sec): 3 clusters
  Score: Raw -348667.587225 + Penalty 2628.782587 = -346038.804638
  nChanged 205
		SP:Iteration 3F (85855.960000 sec): 3 clusters
  Score: Raw -348824.166653 + Penalty 2628.782587 = -346195.384067
  nChanged 155
		SP:Iteration 4Q (85856.130000 sec): 3 clusters
  Score: Raw -348943.296172 + Penalty 2628.782587 = -346314.513586
  nChanged 132
		SP:Iteration 5Q (85856.300000 sec): 3 clusters
  Score: Raw -349036.303975 + Penalty 2628.782587 = -346407.521388
  nChanged 129
		SP:Iteration 6Q (85856.490000 sec): 3 clusters
  Score: Raw -349125.313301 + Penalty 2628.782587 = -346496.530714
  nChanged 97
		SP:Iteration 7Q (85856.640000 sec): 3 clusters
  Score: Raw -349191.554139 + Penalty 2628.782587 = -346562.771553
  nChanged 74
		SP:Iteration 8Q (85856.780000 sec): 3 clusters
  Score: Raw -349239.504748 + Penalty 2628.782587 = -346610.722162
  nChanged 64
		SP:Iteration 9Q (85856.970000 sec): 3 clusters
  Score: Raw -349276.374525 + Penalty 2628.782587 = -346647.591938
  nChanged 54
		SP:Iteration 10Q (85857.180000 sec): 3 clusters
  Score: Raw -349306.681393 + Penalty 2628.782587 = -346677.898807
  nChanged 42
		SP:Iteration 11Q (85857.280000 sec): 3 clusters
  Score: Raw -349326.285996 + Penalty 2628.782587 = -346697.503409
  nChanged 31
		SP:Iteration 12Q (85857.480000 sec): 3 clusters
  Score: Raw -349340.667631 + Penalty 2628.782587 = -346711.885044
  nChanged 28
		SP:Iteration 13Q (85857.650000 sec): 3 clusters
  Score: Raw -349351.272120 + Penalty 2628.782587 = -346722.489534
  nChanged 24
		SP:Iteration 14Q (85857.810000 sec): 3 clusters
  Score: Raw -349360.101428 + Penalty 2628.782587 = -346731.318841
  nChanged 18
		SP:Iteration 15Q (85857.970000 sec): 3 clusters
  Score: Raw -349366.033263 + Penalty 2628.782587 = -346737.250676
  nChanged 15
		SP:Iteration 16Q (85858.160000 sec): 3 clusters
  Score: Raw -349370.437048 + Penalty 2628.782587 = -346741.654461
  nChanged 14
		SP:Iteration 17Q (85858.340000 sec): 3 clusters
  Score: Raw -349374.305931 + Penalty 2628.782587 = -346745.523344
  nChanged 8
		SP:Iteration 18Q (85858.550000 sec): 3 clusters
  Score: Raw -349376.635250 + Penalty 2628.782587 = -346747.852664
  nChanged 9
		SP:Iteration 19Q (85858.700000 sec): 3 clusters
  Score: Raw -349380.761489 + Penalty 2628.782587 = -346751.978902
  nChanged 10
		SP:Iteration 20F (85858.870000 sec): 3 clusters
  Score: Raw -349385.431843 + Penalty 2628.782587 = -346756.649257
  nChanged 20
		SP:Iteration 21Q (85859.030000 sec): 3 clusters
  Score: Raw -349394.610602 + Penalty 2628.782587 = -346765.828015
  nChanged 21
		SP:Iteration 22Q (85859.220000 sec): 3 clusters
  Score: Raw -349404.097738 + Penalty 2628.782587 = -346775.315152
  nChanged 20
		SP:Iteration 23Q (85859.420000 sec): 3 clusters
  Score: Raw -349416.077849 + Penalty 2628.782587 = -346787.295263
  nChanged 23
		SP:Iteration 24Q (85859.580000 sec): 3 clusters
  Score: Raw -349426.474201 + Penalty 2628.782587 = -346797.691614
  nChanged 21
		SP:Iteration 25Q (85859.750000 sec): 3 clusters
  Score: Raw -349433.436761 + Penalty 2628.782587 = -346804.654175
  nChanged 16
		SP:Iteration 26Q (85859.870000 sec): 3 clusters
  Score: Raw -349442.448681 + Penalty 2628.782587 = -346813.666094
  nChanged 16
		SP:Iteration 27Q (85860.080000 sec): 3 clusters
  Score: Raw -349448.809817 + Penalty 2628.782587 = -346820.027230
  nChanged 16
		SP:Iteration 28Q (85860.260000 sec): 3 clusters
  Score: Raw -349456.091319 + Penalty 2628.782587 = -346827.308733
  nChanged 21
		SP:Iteration 29Q (85860.480000 sec): 3 clusters
  Score: Raw -349464.126697 + Penalty 2628.782587 = -346835.344111
  nChanged 13
		SP:Iteration 30Q (85860.640000 sec): 3 clusters
  Score: Raw -349469.089701 + Penalty 2628.782587 = -346840.307115
  nChanged 12
		SP:Iteration 31Q (85860.820000 sec): 3 clusters
  Score: Raw -349472.728210 + Penalty 2628.782587 = -346843.945624
  nChanged 10
		SP:Iteration 32Q (85861.010000 sec): 3 clusters
  Score: Raw -349476.418656 + Penalty 2628.782587 = -346847.636069
  nChanged 20
		SP:Iteration 33Q (85861.180000 sec): 3 clusters
  Score: Raw -349483.013637 + Penalty 2628.782587 = -346854.231050
  nChanged 13
		SP:Iteration 34Q (85861.370000 sec): 3 clusters
  Score: Raw -349486.537769 + Penalty 2628.782587 = -346857.755182
  nChanged 10
		SP:Iteration 35Q (85861.530000 sec): 3 clusters
  Score: Raw -349489.397719 + Penalty 2628.782587 = -346860.615133
  nChanged 8
		SP:Iteration 36Q (85861.700000 sec): 3 clusters
  Score: Raw -349491.385160 + Penalty 2628.782587 = -346862.602573
  nChanged 7
		SP:Iteration 37Q (85861.880000 sec): 3 clusters
  Score: Raw -349493.511303 + Penalty 2628.782587 = -346864.728716
  nChanged 7
		SP:Iteration 38Q (85862.050000 sec): 3 clusters
  Score: Raw -349496.196967 + Penalty 2628.782587 = -346867.414381
  nChanged 4
		SP:Iteration 39Q (85862.240000 sec): 3 clusters
  Score: Raw -349497.663465 + Penalty 2628.782587 = -346868.880878
  nChanged 4
		SP:Iteration 40F (85862.390000 sec): 3 clusters
  Score: Raw -349499.112785 + Penalty 2628.782587 = -346870.330198
  nChanged 4
		SP:Iteration 41Q (85862.570000 sec): 3 clusters
  Score: Raw -349500.213180 + Penalty 2628.782587 = -346871.430594
  nChanged 3
		SP:Iteration 42Q (85862.760000 sec): 3 clusters
  Score: Raw -349501.674986 + Penalty 2628.782587 = -346872.892399
  nChanged 2
		SP:Iteration 43Q (85862.950000 sec): 3 clusters
  Score: Raw -349502.322036 + Penalty 2628.782587 = -346873.539449
  nChanged 3
		SP:Iteration 44Q (85863.130000 sec): 3 clusters
  Score: Raw -349503.404979 + Penalty 2628.782587 = -346874.622392
  nChanged 0
		SP:Iteration 45F (85863.320000 sec): 3 clusters
  Score: Raw -349503.404979 + Penalty 2628.782587 = -346874.622392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85863.390000 sec): 2 clusters
  Score: Raw -479730.607980 + Penalty 1376.833777 = -478353.774203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85863.550000 sec): 3 clusters
  Score: Raw -477245.337235 + Penalty 2753.667554 = -474491.669681
  nChanged 1945
		SP:Iteration 1F (85863.700000 sec): 3 clusters
  Score: Raw -478355.651113 + Penalty 2753.667554 = -475601.983559
  nChanged 368
		SP:Iteration 2F (85863.860000 sec): 3 clusters
  Score: Raw -478584.952019 + Penalty 2753.667554 = -475831.284464
  nChanged 273
		SP:Iteration 3F (85864.060000 sec): 3 clusters
  Score: Raw -478782.394890 + Penalty 2753.667554 = -476028.727336
  nChanged 273
		SP:Iteration 4F (85864.200000 sec): 3 clusters
  Score: Raw -478981.817903 + Penalty 2753.667554 = -476228.150349
  nChanged 232
		SP:Iteration 5Q (85864.390000 sec): 3 clusters
  Score: Raw -479152.854406 + Penalty 2753.667554 = -476399.186851
  nChanged 228
		SP:Iteration 6Q (85864.590000 sec): 3 clusters
  Score: Raw -479300.545539 + Penalty 2753.667554 = -476546.877985
  nChanged 184
		SP:Iteration 7Q (85864.760000 sec): 3 clusters
  Score: Raw -479445.461535 + Penalty 2753.667554 = -476691.793981
  nChanged 171
		SP:Iteration 8Q (85864.950000 sec): 3 clusters
  Score: Raw -479566.396373 + Penalty 2753.667554 = -476812.728819
  nChanged 159
		SP:Iteration 9Q (85865.160000 sec): 3 clusters
  Score: Raw -479684.741846 + Penalty 2753.667554 = -476931.074291
  nChanged 156
		SP:Iteration 10Q (85865.320000 sec): 3 clusters
  Score: Raw -479811.372735 + Penalty 2753.667554 = -477057.705181
  nChanged 139
		SP:Iteration 11Q (85865.530000 sec): 3 clusters
  Score: Raw -479913.511036 + Penalty 2753.667554 = -477159.843482
  nChanged 98
		SP:Iteration 12Q (85865.660000 sec): 3 clusters
  Score: Raw -479993.253972 + Penalty 2753.667554 = -477239.586417
  nChanged 92
		SP:Iteration 13Q (85865.840000 sec): 3 clusters
  Score: Raw -480048.906380 + Penalty 2753.667554 = -477295.238826
  nChanged 73
		SP:Iteration 14Q (85866.020000 sec): 3 clusters
  Score: Raw -480091.770314 + Penalty 2753.667554 = -477338.102760
  nChanged 53
		SP:Iteration 15Q (85866.220000 sec): 3 clusters
  Score: Raw -480124.834461 + Penalty 2753.667554 = -477371.166907
  nChanged 40
		SP:Iteration 16Q (85866.410000 sec): 3 clusters
  Score: Raw -480153.217966 + Penalty 2753.667554 = -477399.550412
  nChanged 37
		SP:Iteration 17Q (85866.590000 sec): 3 clusters
  Score: Raw -480174.212251 + Penalty 2753.667554 = -477420.544697
  nChanged 24
		SP:Iteration 18Q (85866.720000 sec): 3 clusters
  Score: Raw -480182.498437 + Penalty 2753.667554 = -477428.830883
  nChanged 17
		SP:Iteration 19Q (85866.900000 sec): 3 clusters
  Score: Raw -480187.849258 + Penalty 2753.667554 = -477434.181704
  nChanged 9
		SP:Iteration 20F (85867.080000 sec): 3 clusters
  Score: Raw -480190.900068 + Penalty 2753.667554 = -477437.232513
  nChanged 12
		SP:Iteration 21Q (85867.270000 sec): 3 clusters
  Score: Raw -480195.643581 + Penalty 2753.667554 = -477441.976027
  nChanged 8
		SP:Iteration 22Q (85867.450000 sec): 3 clusters
  Score: Raw -480198.835475 + Penalty 2753.667554 = -477445.167921
  nChanged 3
		SP:Iteration 23Q (85867.620000 sec): 3 clusters
  Score: Raw -480200.185693 + Penalty 2753.667554 = -477446.518139
  nChanged 2
		SP:Iteration 24Q (85867.830000 sec): 3 clusters
  Score: Raw -480201.648044 + Penalty 2753.667554 = -477447.980489
  nChanged 4
		SP:Iteration 25Q (85868.030000 sec): 3 clusters
  Score: Raw -480203.209354 + Penalty 2753.667554 = -477449.541799
  nChanged 4
		SP:Iteration 26Q (85868.240000 sec): 3 clusters
  Score: Raw -480204.738198 + Penalty 2753.667554 = -477451.070644
  nChanged 4
		SP:Iteration 27Q (85868.440000 sec): 3 clusters
  Score: Raw -480206.074082 + Penalty 2753.667554 = -477452.406528
  nChanged 1
		SP:Iteration 28Q (85868.650000 sec): 3 clusters
  Score: Raw -480206.372321 + Penalty 2753.667554 = -477452.704767
  nChanged 0
		SP:Iteration 29F (85868.850000 sec): 3 clusters
  Score: Raw -480206.372321 + Penalty 2753.667554 = -477452.704767
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85868.930000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85869.110000 sec): 3 clusters
  Score: Raw -437249.259012 + Penalty 2710.803298 = -434538.455714
  nChanged 1681
		SP:Iteration 1F (85869.340000 sec): 3 clusters
  Score: Raw -438312.365930 + Penalty 2710.803298 = -435601.562631
  nChanged 389
		SP:Iteration 2F (85869.530000 sec): 3 clusters
  Score: Raw -438612.904348 + Penalty 2710.803298 = -435902.101050
  nChanged 298
		SP:Iteration 3F (85869.700000 sec): 3 clusters
  Score: Raw -438888.815729 + Penalty 2710.803298 = -436178.012430
  nChanged 253
		SP:Iteration 4F (85869.910000 sec): 3 clusters
  Score: Raw -439125.121187 + Penalty 2710.803298 = -436414.317888
  nChanged 211
		SP:Iteration 5F (85870.110000 sec): 3 clusters
  Score: Raw -439286.962563 + Penalty 2710.803298 = -436576.159264
  nChanged 168
		SP:Iteration 6Q (85870.240000 sec): 3 clusters
  Score: Raw -439413.580111 + Penalty 2710.803298 = -436702.776812
  nChanged 142
		SP:Iteration 7Q (85870.430000 sec): 3 clusters
  Score: Raw -439522.710506 + Penalty 2710.803298 = -436811.907207
  nChanged 121
		SP:Iteration 8Q (85870.600000 sec): 3 clusters
  Score: Raw -439622.620165 + Penalty 2710.803298 = -436911.816867
  nChanged 110
		SP:Iteration 9Q (85870.820000 sec): 3 clusters
  Score: Raw -439706.427366 + Penalty 2710.803298 = -436995.624068
  nChanged 92
		SP:Iteration 10Q (85871.010000 sec): 3 clusters
  Score: Raw -439758.050723 + Penalty 2710.803298 = -437047.247425
  nChanged 68
		SP:Iteration 11Q (85871.190000 sec): 3 clusters
  Score: Raw -439798.587804 + Penalty 2710.803298 = -437087.784505
  nChanged 69
		SP:Iteration 12Q (85871.370000 sec): 3 clusters
  Score: Raw -439841.786583 + Penalty 2710.803298 = -437130.983284
  nChanged 54
		SP:Iteration 13Q (85871.540000 sec): 3 clusters
  Score: Raw -439874.044036 + Penalty 2710.803298 = -437163.240737
  nChanged 53
		SP:Iteration 14Q (85871.720000 sec): 3 clusters
  Score: Raw -439902.242344 + Penalty 2710.803298 = -437191.439045
  nChanged 50
		SP:Iteration 15Q (85871.900000 sec): 3 clusters
  Score: Raw -439927.379482 + Penalty 2710.803298 = -437216.576183
  nChanged 45
		SP:Iteration 16Q (85872.070000 sec): 3 clusters
  Score: Raw -439951.832133 + Penalty 2710.803298 = -437241.028834
  nChanged 30
		SP:Iteration 17Q (85872.210000 sec): 3 clusters
  Score: Raw -439967.499244 + Penalty 2710.803298 = -437256.695945
  nChanged 26
		SP:Iteration 18Q (85872.410000 sec): 3 clusters
  Score: Raw -439981.977513 + Penalty 2710.803298 = -437271.174214
  nChanged 28
		SP:Iteration 19Q (85872.560000 sec): 3 clusters
  Score: Raw -439998.159493 + Penalty 2710.803298 = -437287.356195
  nChanged 22
		SP:Iteration 20F (85872.740000 sec): 3 clusters
  Score: Raw -440005.100892 + Penalty 2710.803298 = -437294.297594
  nChanged 14
		SP:Iteration 21Q (85872.920000 sec): 3 clusters
  Score: Raw -440009.646994 + Penalty 2710.803298 = -437298.843696
  nChanged 10
		SP:Iteration 22Q (85873.100000 sec): 3 clusters
  Score: Raw -440012.921688 + Penalty 2710.803298 = -437302.118390
  nChanged 5
		SP:Iteration 23Q (85873.300000 sec): 3 clusters
  Score: Raw -440014.621605 + Penalty 2710.803298 = -437303.818307
  nChanged 4
		SP:Iteration 24Q (85873.510000 sec): 3 clusters
  Score: Raw -440015.626863 + Penalty 2710.803298 = -437304.823565
  nChanged 4
		SP:Iteration 25Q (85873.690000 sec): 3 clusters
  Score: Raw -440016.902761 + Penalty 2710.803298 = -437306.099462
  nChanged 10
		SP:Iteration 26Q (85873.860000 sec): 3 clusters
  Score: Raw -440021.539840 + Penalty 2710.803298 = -437310.736541
  nChanged 8
		SP:Iteration 27Q (85874.060000 sec): 3 clusters
  Score: Raw -440024.772965 + Penalty 2710.803298 = -437313.969667
  nChanged 8
		SP:Iteration 28Q (85874.210000 sec): 3 clusters
  Score: Raw -440027.725149 + Penalty 2710.803298 = -437316.921850
  nChanged 6
		SP:Iteration 29Q (85874.390000 sec): 3 clusters
  Score: Raw -440028.859774 + Penalty 2710.803298 = -437318.056475
  nChanged 5
		SP:Iteration 30Q (85874.570000 sec): 3 clusters
  Score: Raw -440030.654335 + Penalty 2710.803298 = -437319.851037
  nChanged 2
		SP:Iteration 31Q (85874.790000 sec): 3 clusters
  Score: Raw -440031.479522 + Penalty 2710.803298 = -437320.676223
  nChanged 3
		SP:Iteration 32Q (85874.990000 sec): 3 clusters
  Score: Raw -440032.686703 + Penalty 2710.803298 = -437321.883405
  nChanged 3
		SP:Iteration 33Q (85875.110000 sec): 3 clusters
  Score: Raw -440033.914033 + Penalty 2710.803298 = -437323.110734
  nChanged 6
		SP:Iteration 34Q (85875.280000 sec): 3 clusters
  Score: Raw -440035.764364 + Penalty 2710.803298 = -437324.961065
  nChanged 6
		SP:Iteration 35Q (85875.470000 sec): 3 clusters
  Score: Raw -440038.064378 + Penalty 2710.803298 = -437327.261079
  nChanged 4
		SP:Iteration 36Q (85875.680000 sec): 3 clusters
  Score: Raw -440039.798215 + Penalty 2710.803298 = -437328.994916
  nChanged 1
		SP:Iteration 37Q (85875.890000 sec): 3 clusters
  Score: Raw -440040.296598 + Penalty 2710.803298 = -437329.493299
  nChanged 1
		SP:Iteration 38Q (85876.080000 sec): 3 clusters
  Score: Raw -440040.754728 + Penalty 2710.803298 = -437329.951430
  nChanged 0
		SP:Iteration 39F (85876.290000 sec): 3 clusters
  Score: Raw -440040.754728 + Penalty 2710.803298 = -437329.951430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85876.370000 sec): 2 clusters
  Score: Raw -684626.134049 + Penalty 1419.940312 = -683206.193737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85876.560000 sec): 3 clusters
  Score: Raw -681261.128689 + Penalty 2839.880625 = -678421.248064
  nChanged 2604
		SP:Iteration 1F (85876.740000 sec): 3 clusters
  Score: Raw -682674.397119 + Penalty 2839.880625 = -679834.516494
  nChanged 445
		SP:Iteration 2F (85876.940000 sec): 3 clusters
  Score: Raw -682919.603699 + Penalty 2839.880625 = -680079.723074
  nChanged 386
		SP:Iteration 3F (85877.150000 sec): 3 clusters
  Score: Raw -683152.647407 + Penalty 2839.880625 = -680312.766782
  nChanged 378
		SP:Iteration 4F (85877.400000 sec): 3 clusters
  Score: Raw -683395.497690 + Penalty 2839.880625 = -680555.617065
  nChanged 351
		SP:Iteration 5F (85877.590000 sec): 3 clusters
  Score: Raw -683608.551158 + Penalty 2839.880625 = -680768.670533
  nChanged 294
		SP:Iteration 6Q (85877.770000 sec): 3 clusters
  Score: Raw -683783.460664 + Penalty 2839.880625 = -680943.580040
  nChanged 249
		SP:Iteration 7Q (85878.010000 sec): 3 clusters
  Score: Raw -683920.374240 + Penalty 2839.880625 = -681080.493615
  nChanged 209
		SP:Iteration 8Q (85878.170000 sec): 3 clusters
  Score: Raw -684014.701207 + Penalty 2839.880625 = -681174.820583
  nChanged 156
		SP:Iteration 9Q (85878.330000 sec): 3 clusters
  Score: Raw -684088.132788 + Penalty 2839.880625 = -681248.252163
  nChanged 153
		SP:Iteration 10Q (85878.600000 sec): 3 clusters
  Score: Raw -684154.773590 + Penalty 2839.880625 = -681314.892965
  nChanged 123
		SP:Iteration 11Q (85878.750000 sec): 3 clusters
  Score: Raw -684203.050014 + Penalty 2839.880625 = -681363.169389
  nChanged 101
		SP:Iteration 12Q (85878.960000 sec): 3 clusters
  Score: Raw -684243.540561 + Penalty 2839.880625 = -681403.659936
  nChanged 86
		SP:Iteration 13Q (85879.140000 sec): 3 clusters
  Score: Raw -684279.437978 + Penalty 2839.880625 = -681439.557353
  nChanged 87
		SP:Iteration 14Q (85879.330000 sec): 3 clusters
  Score: Raw -684320.440436 + Penalty 2839.880625 = -681480.559811
  nChanged 84
		SP:Iteration 15Q (85879.470000 sec): 3 clusters
  Score: Raw -684353.000168 + Penalty 2839.880625 = -681513.119543
  nChanged 67
		SP:Iteration 16Q (85879.660000 sec): 3 clusters
  Score: Raw -684383.991455 + Penalty 2839.880625 = -681544.110830
  nChanged 78
		SP:Iteration 17Q (85879.820000 sec): 3 clusters
  Score: Raw -684419.648936 + Penalty 2839.880625 = -681579.768312
  nChanged 71
		SP:Iteration 18Q (85880.030000 sec): 3 clusters
  Score: Raw -684456.327998 + Penalty 2839.880625 = -681616.447373
  nChanged 61
		SP:Iteration 19Q (85880.210000 sec): 3 clusters
  Score: Raw -684480.530172 + Penalty 2839.880625 = -681640.649548
  nChanged 45
		SP:Iteration 20F (85880.350000 sec): 3 clusters
  Score: Raw -684495.237863 + Penalty 2839.880625 = -681655.357238
  nChanged 39
		SP:Iteration 21Q (85880.550000 sec): 3 clusters
  Score: Raw -684508.104454 + Penalty 2839.880625 = -681668.223829
  nChanged 45
		SP:Iteration 22Q (85880.720000 sec): 3 clusters
  Score: Raw -684526.994984 + Penalty 2839.880625 = -681687.114359
  nChanged 54
		SP:Iteration 23Q (85880.930000 sec): 3 clusters
  Score: Raw -684550.868625 + Penalty 2839.880625 = -681710.988000
  nChanged 61
		SP:Iteration 24Q (85881.100000 sec): 3 clusters
  Score: Raw -684585.348224 + Penalty 2839.880625 = -681745.467599
  nChanged 57
		SP:Iteration 25Q (85881.340000 sec): 3 clusters
  Score: Raw -684616.409427 + Penalty 2839.880625 = -681776.528802
  nChanged 49
		SP:Iteration 26Q (85881.540000 sec): 3 clusters
  Score: Raw -684640.102003 + Penalty 2839.880625 = -681800.221378
  nChanged 39
		SP:Iteration 27Q (85881.710000 sec): 3 clusters
  Score: Raw -684656.987218 + Penalty 2839.880625 = -681817.106593
  nChanged 33
		SP:Iteration 28Q (85881.880000 sec): 3 clusters
  Score: Raw -684668.865158 + Penalty 2839.880625 = -681828.984533
  nChanged 33
		SP:Iteration 29Q (85882.060000 sec): 3 clusters
  Score: Raw -684682.425217 + Penalty 2839.880625 = -681842.544592
  nChanged 35
		SP:Iteration 30Q (85882.240000 sec): 3 clusters
  Score: Raw -684693.833429 + Penalty 2839.880625 = -681853.952804
  nChanged 26
		SP:Iteration 31Q (85882.410000 sec): 3 clusters
  Score: Raw -684704.650312 + Penalty 2839.880625 = -681864.769687
  nChanged 30
		SP:Iteration 32Q (85882.600000 sec): 3 clusters
  Score: Raw -684718.922288 + Penalty 2839.880625 = -681879.041664
  nChanged 26
		SP:Iteration 33Q (85882.820000 sec): 3 clusters
  Score: Raw -684729.904688 + Penalty 2839.880625 = -681890.024064
  nChanged 23
		SP:Iteration 34Q (85883.000000 sec): 3 clusters
  Score: Raw -684741.980215 + Penalty 2839.880625 = -681902.099590
  nChanged 28
		SP:Iteration 35Q (85883.230000 sec): 3 clusters
  Score: Raw -684758.420259 + Penalty 2839.880625 = -681918.539634
  nChanged 29
		SP:Iteration 36Q (85883.430000 sec): 3 clusters
  Score: Raw -684775.349621 + Penalty 2839.880625 = -681935.468996
  nChanged 23
		SP:Iteration 37Q (85883.620000 sec): 3 clusters
  Score: Raw -684787.405455 + Penalty 2839.880625 = -681947.524830
  nChanged 24
		SP:Iteration 38Q (85883.810000 sec): 3 clusters
  Score: Raw -684806.476038 + Penalty 2839.880625 = -681966.595413
  nChanged 29
		SP:Iteration 39Q (85884.020000 sec): 3 clusters
  Score: Raw -684825.064804 + Penalty 2839.880625 = -681985.184179
  nChanged 25
		SP:Iteration 40F (85884.200000 sec): 3 clusters
  Score: Raw -684840.444694 + Penalty 2839.880625 = -682000.564069
  nChanged 18
		SP:Iteration 41Q (85884.370000 sec): 3 clusters
  Score: Raw -684847.777571 + Penalty 2839.880625 = -682007.896946
  nChanged 15
		SP:Iteration 42Q (85884.590000 sec): 3 clusters
  Score: Raw -684853.454686 + Penalty 2839.880625 = -682013.574062
  nChanged 9
		SP:Iteration 43Q (85884.780000 sec): 3 clusters
  Score: Raw -684856.895353 + Penalty 2839.880625 = -682017.014728
  nChanged 11
		SP:Iteration 44Q (85884.950000 sec): 3 clusters
  Score: Raw -684861.449723 + Penalty 2839.880625 = -682021.569098
  nChanged 7
		SP:Iteration 45Q (85885.160000 sec): 3 clusters
  Score: Raw -684864.475283 + Penalty 2839.880625 = -682024.594658
  nChanged 8
		SP:Iteration 46Q (85885.370000 sec): 3 clusters
  Score: Raw -684867.797171 + Penalty 2839.880625 = -682027.916546
  nChanged 7
		SP:Iteration 47Q (85885.560000 sec): 3 clusters
  Score: Raw -684870.520612 + Penalty 2839.880625 = -682030.639987
  nChanged 4
		SP:Iteration 48Q (85885.770000 sec): 3 clusters
  Score: Raw -684871.542475 + Penalty 2839.880625 = -682031.661851
  nChanged 1
		SP:Iteration 49Q (85885.900000 sec): 3 clusters
  Score: Raw -684872.232794 + Penalty 2839.880625 = -682032.352169
  nChanged 3
		SP:Iteration 50Q (85886.060000 sec): 3 clusters
  Score: Raw -684872.910831 + Penalty 2839.880625 = -682033.030206
  nChanged 3
		SP:Iteration 51Q (85886.220000 sec): 3 clusters
  Score: Raw -684873.563852 + Penalty 2839.880625 = -682033.683227
  nChanged 1
		SP:Iteration 52Q (85886.350000 sec): 3 clusters
  Score: Raw -684874.065544 + Penalty 2839.880625 = -682034.184919
  nChanged 1
		SP:Iteration 53Q (85886.540000 sec): 3 clusters
  Score: Raw -684874.498919 + Penalty 2839.880625 = -682034.618294
  nChanged 1
		SP:Iteration 54Q (85886.670000 sec): 3 clusters
  Score: Raw -684874.781088 + Penalty 2839.880625 = -682034.900464
  nChanged 1
		SP:Iteration 55Q (85886.810000 sec): 3 clusters
  Score: Raw -684875.131220 + Penalty 2839.880625 = -682035.250596
  nChanged 1
		SP:Iteration 56Q (85886.980000 sec): 3 clusters
  Score: Raw -684875.431946 + Penalty 2839.880625 = -682035.551321
  nChanged 1
		SP:Iteration 57Q (85887.190000 sec): 3 clusters
  Score: Raw -684875.861491 + Penalty 2839.880625 = -682035.980867
  nChanged 1
		SP:Iteration 58Q (85887.400000 sec): 3 clusters
  Score: Raw -684875.987528 + Penalty 2839.880625 = -682036.106903
  nChanged 1
		SP:Iteration 59Q (85887.620000 sec): 3 clusters
  Score: Raw -684876.696757 + Penalty 2839.880625 = -682036.816133
  nChanged 1
		SP:Iteration 60F (85887.800000 sec): 3 clusters
  Score: Raw -684877.071089 + Penalty 2839.880625 = -682037.190464
  nChanged 1
		SP:Iteration 61Q (85887.980000 sec): 3 clusters
  Score: Raw -684877.533281 + Penalty 2839.880625 = -682037.652656
  nChanged 0
		SP:Iteration 62F (85888.200000 sec): 3 clusters
  Score: Raw -684877.533281 + Penalty 2839.880625 = -682037.652656
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85888.270000 sec): 2 clusters
  Score: Raw -325627.468760 + Penalty 1321.803319 = -324305.665441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85888.480000 sec): 3 clusters
  Score: Raw -323982.291424 + Penalty 2643.606638 = -321338.684786
  nChanged 1355
		SP:Iteration 1F (85888.640000 sec): 3 clusters
  Score: Raw -325072.294790 + Penalty 2643.606638 = -322428.688152
  nChanged 365
		SP:Iteration 2F (85888.820000 sec): 3 clusters
  Score: Raw -325431.853409 + Penalty 2643.606638 = -322788.246771
  nChanged 268
		SP:Iteration 3F (85889.010000 sec): 3 clusters
  Score: Raw -325737.876783 + Penalty 2643.606638 = -323094.270144
  nChanged 225
		SP:Iteration 4F (85889.180000 sec): 3 clusters
  Score: Raw -325982.873383 + Penalty 2643.606638 = -323339.266745
  nChanged 198
		SP:Iteration 5F (85889.340000 sec): 3 clusters
  Score: Raw -326155.959454 + Penalty 2643.606638 = -323512.352815
  nChanged 157
		SP:Iteration 6Q (85889.520000 sec): 3 clusters
  Score: Raw -326334.679178 + Penalty 2643.606638 = -323691.072540
  nChanged 140
		SP:Iteration 7Q (85889.680000 sec): 3 clusters
  Score: Raw -326476.298653 + Penalty 2643.606638 = -323832.692015
  nChanged 98
		SP:Iteration 8Q (85889.860000 sec): 3 clusters
  Score: Raw -326552.747194 + Penalty 2643.606638 = -323909.140556
  nChanged 66
		SP:Iteration 9Q (85890.020000 sec): 3 clusters
  Score: Raw -326587.088107 + Penalty 2643.606638 = -323943.481468
  nChanged 30
		SP:Iteration 10Q (85890.170000 sec): 3 clusters
  Score: Raw -326599.378010 + Penalty 2643.606638 = -323955.771372
  nChanged 28
		SP:Iteration 11Q (85890.360000 sec): 3 clusters
  Score: Raw -326607.391044 + Penalty 2643.606638 = -323963.784406
  nChanged 20
		SP:Iteration 12Q (85890.530000 sec): 3 clusters
  Score: Raw -326613.745312 + Penalty 2643.606638 = -323970.138674
  nChanged 13
		SP:Iteration 13Q (85890.740000 sec): 3 clusters
  Score: Raw -326616.308531 + Penalty 2643.606638 = -323972.701892
  nChanged 8
		SP:Iteration 14Q (85890.890000 sec): 3 clusters
  Score: Raw -326617.954872 + Penalty 2643.606638 = -323974.348234
  nChanged 6
		SP:Iteration 15Q (85891.030000 sec): 3 clusters
  Score: Raw -326619.202116 + Penalty 2643.606638 = -323975.595478
  nChanged 3
		SP:Iteration 16Q (85891.170000 sec): 3 clusters
  Score: Raw -326619.861820 + Penalty 2643.606638 = -323976.255182
  nChanged 0
		SP:Iteration 17F (85891.350000 sec): 3 clusters
  Score: Raw -326619.861820 + Penalty 2643.606638 = -323976.255182
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85891.440000 sec): 2 clusters
  Score: Raw -298125.347538 + Penalty 1292.013914 = -296833.333624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85891.660000 sec): 3 clusters
  Score: Raw -296796.820079 + Penalty 2584.027829 = -294212.792250
  nChanged 1054
		SP:Iteration 1F (85891.810000 sec): 3 clusters
  Score: Raw -297370.752471 + Penalty 2584.027829 = -294786.724643
  nChanged 195
		SP:Iteration 2F (85891.990000 sec): 3 clusters
  Score: Raw -297500.999994 + Penalty 2584.027829 = -294916.972165
  nChanged 140
		SP:Iteration 3Q (85892.170000 sec): 3 clusters
  Score: Raw -297596.657305 + Penalty 2584.027829 = -295012.629476
  nChanged 132
		SP:Iteration 4Q (85892.310000 sec): 3 clusters
  Score: Raw -297689.198088 + Penalty 2584.027829 = -295105.170259
  nChanged 106
		SP:Iteration 5Q (85892.490000 sec): 3 clusters
  Score: Raw -297763.039829 + Penalty 2584.027829 = -295179.012000
  nChanged 85
		SP:Iteration 6Q (85892.630000 sec): 3 clusters
  Score: Raw -297820.921517 + Penalty 2584.027829 = -295236.893688
  nChanged 82
		SP:Iteration 7Q (85892.760000 sec): 3 clusters
  Score: Raw -297885.475460 + Penalty 2584.027829 = -295301.447631
  nChanged 84
		SP:Iteration 8Q (85892.870000 sec): 3 clusters
  Score: Raw -297947.979406 + Penalty 2584.027829 = -295363.951577
  nChanged 93
		SP:Iteration 9Q (85893.010000 sec): 3 clusters
  Score: Raw -298016.930312 + Penalty 2584.027829 = -295432.902483
  nChanged 104
		SP:Iteration 10Q (85893.220000 sec): 3 clusters
  Score: Raw -298092.111932 + Penalty 2584.027829 = -295508.084104
  nChanged 78
		SP:Iteration 11Q (85893.380000 sec): 3 clusters
  Score: Raw -298140.145182 + Penalty 2584.027829 = -295556.117354
  nChanged 66
		SP:Iteration 12Q (85893.550000 sec): 3 clusters
  Score: Raw -298176.329869 + Penalty 2584.027829 = -295592.302040
  nChanged 62
		SP:Iteration 13Q (85893.750000 sec): 3 clusters
  Score: Raw -298212.574684 + Penalty 2584.027829 = -295628.546855
  nChanged 54
		SP:Iteration 14Q (85893.930000 sec): 3 clusters
  Score: Raw -298242.896795 + Penalty 2584.027829 = -295658.868967
  nChanged 46
		SP:Iteration 15Q (85894.110000 sec): 3 clusters
  Score: Raw -298266.443034 + Penalty 2584.027829 = -295682.415205
  nChanged 45
		SP:Iteration 16Q (85894.260000 sec): 3 clusters
  Score: Raw -298291.375564 + Penalty 2584.027829 = -295707.347735
  nChanged 39
		SP:Iteration 17Q (85894.410000 sec): 3 clusters
  Score: Raw -298314.523717 + Penalty 2584.027829 = -295730.495888
  nChanged 37
		SP:Iteration 18Q (85894.590000 sec): 3 clusters
  Score: Raw -298336.576870 + Penalty 2584.027829 = -295752.549041
  nChanged 38
		SP:Iteration 19Q (85894.750000 sec): 3 clusters
  Score: Raw -298358.420275 + Penalty 2584.027829 = -295774.392447
  nChanged 33
		SP:Iteration 20F (85894.910000 sec): 3 clusters
  Score: Raw -298376.299708 + Penalty 2584.027829 = -295792.271879
  nChanged 33
		SP:Iteration 21Q (85895.070000 sec): 3 clusters
  Score: Raw -298394.948312 + Penalty 2584.027829 = -295810.920484
  nChanged 28
		SP:Iteration 22Q (85895.230000 sec): 3 clusters
  Score: Raw -298408.958075 + Penalty 2584.027829 = -295824.930246
  nChanged 32
		SP:Iteration 23Q (85895.380000 sec): 3 clusters
  Score: Raw -298422.936200 + Penalty 2584.027829 = -295838.908371
  nChanged 18
		SP:Iteration 24Q (85895.550000 sec): 3 clusters
  Score: Raw -298430.899435 + Penalty 2584.027829 = -295846.871607
  nChanged 20
		SP:Iteration 25Q (85895.720000 sec): 3 clusters
  Score: Raw -298439.486108 + Penalty 2584.027829 = -295855.458279
  nChanged 13
		SP:Iteration 26Q (85895.900000 sec): 3 clusters
  Score: Raw -298444.331673 + Penalty 2584.027829 = -295860.303844
  nChanged 6
		SP:Iteration 27Q (85896.090000 sec): 3 clusters
  Score: Raw -298446.802157 + Penalty 2584.027829 = -295862.774328
  nChanged 8
		SP:Iteration 28Q (85896.220000 sec): 3 clusters
  Score: Raw -298449.987855 + Penalty 2584.027829 = -295865.960026
  nChanged 11
		SP:Iteration 29Q (85896.390000 sec): 3 clusters
  Score: Raw -298453.591041 + Penalty 2584.027829 = -295869.563212
  nChanged 14
		SP:Iteration 30Q (85896.540000 sec): 3 clusters
  Score: Raw -298459.341807 + Penalty 2584.027829 = -295875.313978
  nChanged 20
		SP:Iteration 31Q (85896.760000 sec): 3 clusters
  Score: Raw -298469.863005 + Penalty 2584.027829 = -295885.835176
  nChanged 24
		SP:Iteration 32Q (85896.900000 sec): 3 clusters
  Score: Raw -298482.436941 + Penalty 2584.027829 = -295898.409112
  nChanged 24
		SP:Iteration 33Q (85897.110000 sec): 3 clusters
  Score: Raw -298496.974091 + Penalty 2584.027829 = -295912.946262
  nChanged 31
		SP:Iteration 34Q (85897.280000 sec): 3 clusters
  Score: Raw -298511.685481 + Penalty 2584.027829 = -295927.657652
  nChanged 20
		SP:Iteration 35Q (85897.430000 sec): 3 clusters
  Score: Raw -298522.931768 + Penalty 2584.027829 = -295938.903940
  nChanged 25
		SP:Iteration 36Q (85897.640000 sec): 3 clusters
  Score: Raw -298535.980552 + Penalty 2584.027829 = -295951.952723
  nChanged 30
		SP:Iteration 37Q (85897.780000 sec): 3 clusters
  Score: Raw -298555.574905 + Penalty 2584.027829 = -295971.547076
  nChanged 30
		SP:Iteration 38Q (85897.970000 sec): 3 clusters
  Score: Raw -298581.927408 + Penalty 2584.027829 = -295997.899579
  nChanged 30
		SP:Iteration 39Q (85898.120000 sec): 3 clusters
  Score: Raw -298602.332154 + Penalty 2584.027829 = -296018.304325
  nChanged 27
		SP:Iteration 40F (85898.250000 sec): 3 clusters
  Score: Raw -298623.471338 + Penalty 2584.027829 = -296039.443509
  nChanged 21
		SP:Iteration 41Q (85898.450000 sec): 3 clusters
  Score: Raw -298637.761099 + Penalty 2584.027829 = -296053.733270
  nChanged 23
		SP:Iteration 42Q (85898.630000 sec): 3 clusters
  Score: Raw -298651.494081 + Penalty 2584.027829 = -296067.466253
  nChanged 28
		SP:Iteration 43Q (85898.820000 sec): 3 clusters
  Score: Raw -298668.843732 + Penalty 2584.027829 = -296084.815903
  nChanged 19
		SP:Iteration 44Q (85899.030000 sec): 3 clusters
  Score: Raw -298680.733452 + Penalty 2584.027829 = -296096.705623
  nChanged 26
		SP:Iteration 45Q (85899.170000 sec): 3 clusters
  Score: Raw -298696.713243 + Penalty 2584.027829 = -296112.685415
  nChanged 19
		SP:Iteration 46Q (85899.370000 sec): 3 clusters
  Score: Raw -298705.729368 + Penalty 2584.027829 = -296121.701539
  nChanged 11
		SP:Iteration 47Q (85899.540000 sec): 3 clusters
  Score: Raw -298712.151008 + Penalty 2584.027829 = -296128.123179
  nChanged 11
		SP:Iteration 48Q (85899.710000 sec): 3 clusters
  Score: Raw -298719.628925 + Penalty 2584.027829 = -296135.601096
  nChanged 9
		SP:Iteration 49Q (85899.910000 sec): 3 clusters
  Score: Raw -298722.528608 + Penalty 2584.027829 = -296138.500779
  nChanged 4
		SP:Iteration 50Q (85900.050000 sec): 3 clusters
  Score: Raw -298723.893405 + Penalty 2584.027829 = -296139.865576
  nChanged 2
		SP:Iteration 51Q (85900.230000 sec): 3 clusters
  Score: Raw -298724.744888 + Penalty 2584.027829 = -296140.717059
  nChanged 0
		SP:Iteration 52F (85900.420000 sec): 3 clusters
  Score: Raw -298724.744888 + Penalty 2584.027829 = -296140.717059
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85900.520000 sec): 2 clusters
  Score: Raw -84180.659410 + Penalty 1094.177807 = -83086.481602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85900.660000 sec): 3 clusters
  Score: Raw -84022.737384 + Penalty 2188.355615 = -81834.381769
  nChanged 244
		SP:Iteration 1F (85900.840000 sec): 3 clusters
  Score: Raw -84267.254180 + Penalty 2188.355615 = -82078.898565
  nChanged 63
		SP:Iteration 2F (85901.020000 sec): 3 clusters
  Score: Raw -84350.666263 + Penalty 2188.355615 = -82162.310649
  nChanged 29
		SP:Iteration 3Q (85901.190000 sec): 3 clusters
  Score: Raw -84382.979094 + Penalty 2188.355615 = -82194.623480
  nChanged 30
		SP:Iteration 4Q (85901.310000 sec): 3 clusters
  Score: Raw -84422.561051 + Penalty 2188.355615 = -82234.205436
  nChanged 28
		SP:Iteration 5Q (85901.490000 sec): 3 clusters
  Score: Raw -84469.632383 + Penalty 2188.355615 = -82281.276768
  nChanged 22
		SP:Iteration 6Q (85901.680000 sec): 3 clusters
  Score: Raw -84504.265016 + Penalty 2188.355615 = -82315.909401
  nChanged 21
		SP:Iteration 7Q (85901.850000 sec): 3 clusters
  Score: Raw -84543.644089 + Penalty 2188.355615 = -82355.288474
  nChanged 24
		SP:Iteration 8Q (85902.040000 sec): 3 clusters
  Score: Raw -84581.893624 + Penalty 2188.355615 = -82393.538009
  nChanged 26
		SP:Iteration 9Q (85902.200000 sec): 3 clusters
  Score: Raw -84615.144205 + Penalty 2188.355615 = -82426.788590
  nChanged 26
		SP:Iteration 10Q (85902.370000 sec): 3 clusters
  Score: Raw -84675.844375 + Penalty 2188.355615 = -82487.488760
  nChanged 31
		SP:Iteration 11Q (85902.560000 sec): 3 clusters
  Score: Raw -84728.733542 + Penalty 2188.355615 = -82540.377927
  nChanged 29
		SP:Iteration 12Q (85902.720000 sec): 3 clusters
  Score: Raw -84774.445346 + Penalty 2188.355615 = -82586.089731
  nChanged 16
		SP:Iteration 13Q (85902.890000 sec): 3 clusters
  Score: Raw -84800.569595 + Penalty 2188.355615 = -82612.213980
  nChanged 15
		SP:Iteration 14Q (85903.070000 sec): 3 clusters
  Score: Raw -84825.830532 + Penalty 2188.355615 = -82637.474917
  nChanged 15
		SP:Iteration 15Q (85903.230000 sec): 3 clusters
  Score: Raw -84846.767239 + Penalty 2188.355615 = -82658.411624
  nChanged 8
		SP:Iteration 16Q (85903.410000 sec): 3 clusters
  Score: Raw -84859.655928 + Penalty 2188.355615 = -82671.300313
  nChanged 4
		SP:Iteration 17Q (85903.600000 sec): 3 clusters
  Score: Raw -84869.893942 + Penalty 2188.355615 = -82681.538327
  nChanged 2
		SP:Iteration 18Q (85903.770000 sec): 3 clusters
  Score: Raw -84871.969297 + Penalty 2188.355615 = -82683.613682
  nChanged 1
		SP:Iteration 19Q (85903.890000 sec): 3 clusters
  Score: Raw -84873.187375 + Penalty 2188.355615 = -82684.831760
  nChanged 1
		SP:Iteration 20F (85904.050000 sec): 3 clusters
  Score: Raw -84873.793547 + Penalty 2188.355615 = -82685.437933
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85904.210000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85904.400000 sec): 3 clusters
  Score: Raw -545907.262397 + Penalty 2767.241687 = -543140.020710
  nChanged 1972
		SP:Iteration 1F (85904.610000 sec): 3 clusters
  Score: Raw -547013.442877 + Penalty 2767.241687 = -544246.201190
  nChanged 355
		SP:Iteration 2F (85904.790000 sec): 3 clusters
  Score: Raw -547220.027396 + Penalty 2767.241687 = -544452.785710
  nChanged 294
		SP:Iteration 3F (85904.980000 sec): 3 clusters
  Score: Raw -547427.373465 + Penalty 2767.241687 = -544660.131778
  nChanged 302
		SP:Iteration 4F (85905.140000 sec): 3 clusters
  Score: Raw -547651.692097 + Penalty 2767.241687 = -544884.450410
  nChanged 292
		SP:Iteration 5F (85905.310000 sec): 3 clusters
  Score: Raw -547857.933702 + Penalty 2767.241687 = -545090.692015
  nChanged 260
		SP:Iteration 6F (85905.480000 sec): 3 clusters
  Score: Raw -548029.925814 + Penalty 2767.241687 = -545262.684127
  nChanged 223
		SP:Iteration 7Q (85905.650000 sec): 3 clusters
  Score: Raw -548171.552895 + Penalty 2767.241687 = -545404.311209
  nChanged 171
		SP:Iteration 8Q (85905.830000 sec): 3 clusters
  Score: Raw -548281.610005 + Penalty 2767.241687 = -545514.368318
  nChanged 149
		SP:Iteration 9Q (85906.000000 sec): 3 clusters
  Score: Raw -548369.708167 + Penalty 2767.241687 = -545602.466481
  nChanged 136
		SP:Iteration 10Q (85906.190000 sec): 3 clusters
  Score: Raw -548433.560066 + Penalty 2767.241687 = -545666.318380
  nChanged 79
		SP:Iteration 11Q (85906.390000 sec): 3 clusters
  Score: Raw -548471.023179 + Penalty 2767.241687 = -545703.781492
  nChanged 81
		SP:Iteration 12Q (85906.580000 sec): 3 clusters
  Score: Raw -548500.059658 + Penalty 2767.241687 = -545732.817971
  nChanged 54
		SP:Iteration 13Q (85906.770000 sec): 3 clusters
  Score: Raw -548520.095640 + Penalty 2767.241687 = -545752.853954
  nChanged 45
		SP:Iteration 14Q (85906.960000 sec): 3 clusters
  Score: Raw -548536.640144 + Penalty 2767.241687 = -545769.398457
  nChanged 33
		SP:Iteration 15Q (85907.160000 sec): 3 clusters
  Score: Raw -548546.091608 + Penalty 2767.241687 = -545778.849921
  nChanged 21
		SP:Iteration 16Q (85907.360000 sec): 3 clusters
  Score: Raw -548551.012467 + Penalty 2767.241687 = -545783.770780
  nChanged 16
		SP:Iteration 17Q (85907.530000 sec): 3 clusters
  Score: Raw -548554.970258 + Penalty 2767.241687 = -545787.728572
  nChanged 10
		SP:Iteration 18Q (85907.700000 sec): 3 clusters
  Score: Raw -548557.118020 + Penalty 2767.241687 = -545789.876333
  nChanged 10
		SP:Iteration 19Q (85907.900000 sec): 3 clusters
  Score: Raw -548558.997932 + Penalty 2767.241687 = -545791.756245
  nChanged 6
		SP:Iteration 20F (85908.110000 sec): 3 clusters
  Score: Raw -548560.184526 + Penalty 2767.241687 = -545792.942839
  nChanged 4
		SP:Iteration 21Q (85908.290000 sec): 3 clusters
  Score: Raw -548560.865581 + Penalty 2767.241687 = -545793.623895
  nChanged 3
		SP:Iteration 22Q (85908.460000 sec): 3 clusters
  Score: Raw -548561.829033 + Penalty 2767.241687 = -545794.587346
  nChanged 4
		SP:Iteration 23Q (85908.630000 sec): 3 clusters
  Score: Raw -548562.768759 + Penalty 2767.241687 = -545795.527073
  nChanged 5
		SP:Iteration 24Q (85908.790000 sec): 3 clusters
  Score: Raw -548563.739916 + Penalty 2767.241687 = -545796.498229
  nChanged 2
		SP:Iteration 25Q (85908.970000 sec): 3 clusters
  Score: Raw -548564.094643 + Penalty 2767.241687 = -545796.852956
  nChanged 0
		SP:Iteration 26F (85909.140000 sec): 3 clusters
  Score: Raw -548564.094643 + Penalty 2767.241687 = -545796.852956
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85909.250000 sec): 2 clusters
  Score: Raw -1072657.297344 + Penalty 1493.231470 = -1071164.065875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85909.440000 sec): 3 clusters
  Score: Raw -1067069.716152 + Penalty 2986.462939 = -1064083.253213
  nChanged 4231
		SP:Iteration 1F (85909.680000 sec): 3 clusters
  Score: Raw -1069335.456113 + Penalty 2986.462939 = -1066348.993174
  nChanged 577
		SP:Iteration 2F (85909.880000 sec): 3 clusters
  Score: Raw -1069579.493902 + Penalty 2986.462939 = -1066593.030963
  nChanged 475
		SP:Iteration 3Q (85910.030000 sec): 3 clusters
  Score: Raw -1069787.204626 + Penalty 2986.462939 = -1066800.741687
  nChanged 475
		SP:Iteration 4Q (85910.240000 sec): 3 clusters
  Score: Raw -1069993.213486 + Penalty 2986.462939 = -1067006.750547
  nChanged 470
		SP:Iteration 5Q (85910.470000 sec): 3 clusters
  Score: Raw -1070216.540119 + Penalty 2986.462939 = -1067230.077180
  nChanged 486
		SP:Iteration 6Q (85910.700000 sec): 3 clusters
  Score: Raw -1070493.853344 + Penalty 2986.462939 = -1067507.390405
  nChanged 545
		SP:Iteration 7F (85910.870000 sec): 3 clusters
  Score: Raw -1070862.202802 + Penalty 2986.462939 = -1067875.739863
  nChanged 609
		SP:Iteration 8F (85911.130000 sec): 3 clusters
  Score: Raw -1071346.009715 + Penalty 2986.462939 = -1068359.546775
  nChanged 572
		SP:Iteration 9F (85911.310000 sec): 3 clusters
  Score: Raw -1071799.123897 + Penalty 2986.462939 = -1068812.660958
  nChanged 447
		SP:Iteration 10Q (85911.540000 sec): 3 clusters
  Score: Raw -1072144.844660 + Penalty 2986.462939 = -1069158.381721
  nChanged 288
		SP:Iteration 11Q (85911.730000 sec): 3 clusters
  Score: Raw -1072365.548844 + Penalty 2986.462939 = -1069379.085905
  nChanged 195
		SP:Iteration 12Q (85911.990000 sec): 3 clusters
  Score: Raw -1072523.039650 + Penalty 2986.462939 = -1069536.576711
  nChanged 151
		SP:Iteration 13Q (85912.210000 sec): 3 clusters
  Score: Raw -1072634.975713 + Penalty 2986.462939 = -1069648.512774
  nChanged 91
		SP:Iteration 14Q (85912.410000 sec): 3 clusters
  Score: Raw -1072708.895593 + Penalty 2986.462939 = -1069722.432654
  nChanged 57
		SP:Iteration 15Q (85912.590000 sec): 3 clusters
  Score: Raw -1072750.902480 + Penalty 2986.462939 = -1069764.439541
  nChanged 44
		SP:Iteration 16Q (85912.800000 sec): 3 clusters
  Score: Raw -1072779.540782 + Penalty 2986.462939 = -1069793.077843
  nChanged 30
		SP:Iteration 17Q (85912.990000 sec): 3 clusters
  Score: Raw -1072805.488203 + Penalty 2986.462939 = -1069819.025264
  nChanged 24
		SP:Iteration 18Q (85913.190000 sec): 3 clusters
  Score: Raw -1072823.811147 + Penalty 2986.462939 = -1069837.348208
  nChanged 14
		SP:Iteration 19Q (85913.450000 sec): 3 clusters
  Score: Raw -1072835.731571 + Penalty 2986.462939 = -1069849.268632
  nChanged 14
		SP:Iteration 20F (85913.650000 sec): 3 clusters
  Score: Raw -1072845.634214 + Penalty 2986.462939 = -1069859.171275
  nChanged 10
		SP:Iteration 21Q (85913.860000 sec): 3 clusters
  Score: Raw -1072853.428288 + Penalty 2986.462939 = -1069866.965349
  nChanged 10
		SP:Iteration 22Q (85914.070000 sec): 3 clusters
  Score: Raw -1072860.964154 + Penalty 2986.462939 = -1069874.501215
  nChanged 9
		SP:Iteration 23Q (85914.230000 sec): 3 clusters
  Score: Raw -1072867.932330 + Penalty 2986.462939 = -1069881.469391
  nChanged 10
		SP:Iteration 24Q (85914.460000 sec): 3 clusters
  Score: Raw -1072875.063310 + Penalty 2986.462939 = -1069888.600371
  nChanged 10
		SP:Iteration 25Q (85914.640000 sec): 3 clusters
  Score: Raw -1072883.094807 + Penalty 2986.462939 = -1069896.631868
  nChanged 6
		SP:Iteration 26Q (85914.870000 sec): 3 clusters
  Score: Raw -1072888.029019 + Penalty 2986.462939 = -1069901.566080
  nChanged 5
		SP:Iteration 27Q (85915.080000 sec): 3 clusters
  Score: Raw -1072893.013941 + Penalty 2986.462939 = -1069906.551002
  nChanged 1
		SP:Iteration 28Q (85915.310000 sec): 3 clusters
  Score: Raw -1072893.363867 + Penalty 2986.462939 = -1069906.900928
  nChanged 1
		SP:Iteration 29Q (85915.490000 sec): 3 clusters
  Score: Raw -1072893.705651 + Penalty 2986.462939 = -1069907.242712
  nChanged 1
		SP:Iteration 30Q (85915.680000 sec): 3 clusters
  Score: Raw -1072894.014071 + Penalty 2986.462939 = -1069907.551132
  nChanged 0
		SP:Iteration 31F (85915.910000 sec): 3 clusters
  Score: Raw -1072894.014071 + Penalty 2986.462939 = -1069907.551132
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85916.120000 sec): 2 clusters
  Score: Raw -3019796.857050 + Penalty 1660.514982 = -3018136.342068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85916.370000 sec): 3 clusters
  Score: Raw -3002922.380724 + Penalty 3321.029964 = -2999601.350760
  nChanged 12700
		SP:Iteration 1F (85916.700000 sec): 3 clusters
  Score: Raw -3009774.736583 + Penalty 3321.029964 = -3006453.706620
  nChanged 1236
		SP:Iteration 2Q (85917.030000 sec): 3 clusters
  Score: Raw -3010167.940846 + Penalty 3321.029964 = -3006846.910883
  nChanged 1253
		SP:Iteration 3Q (85917.330000 sec): 3 clusters
  Score: Raw -3010638.785787 + Penalty 3321.029964 = -3007317.755824
  nChanged 1313
		SP:Iteration 4Q (85917.630000 sec): 3 clusters
  Score: Raw -3011208.989718 + Penalty 3321.029964 = -3007887.959755
  nChanged 1509
		SP:Iteration 5F (85917.950000 sec): 3 clusters
  Score: Raw -3012052.209555 + Penalty 3321.029964 = -3008731.179592
  nChanged 1814
		SP:Iteration 6F (85918.250000 sec): 3 clusters
  Score: Raw -3013336.792199 + Penalty 3321.029964 = -3010015.762236
  nChanged 2046
		SP:Iteration 7F (85918.550000 sec): 3 clusters
  Score: Raw -3015069.792520 + Penalty 3321.029964 = -3011748.762556
  nChanged 1937
		SP:Iteration 8F (85918.890000 sec): 3 clusters
  Score: Raw -3016841.962575 + Penalty 3321.029964 = -3013520.932612
  nChanged 1412
		SP:Iteration 9F (85919.250000 sec): 3 clusters
  Score: Raw -3018179.124175 + Penalty 3321.029964 = -3014858.094211
  nChanged 902
		SP:Iteration 10Q (85919.530000 sec): 3 clusters
  Score: Raw -3019063.432267 + Penalty 3321.029964 = -3015742.402303
  nChanged 483
		SP:Iteration 11Q (85919.930000 sec): 3 clusters
  Score: Raw -3019513.145049 + Penalty 3321.029964 = -3016192.115086
  nChanged 246
		SP:Iteration 12Q (85920.250000 sec): 3 clusters
  Score: Raw -3019728.656044 + Penalty 3321.029964 = -3016407.626080
  nChanged 170
		SP:Iteration 13Q (85920.520000 sec): 3 clusters
  Score: Raw -3019862.593784 + Penalty 3321.029964 = -3016541.563820
  nChanged 114
		SP:Iteration 14Q (85920.880000 sec): 3 clusters
  Score: Raw -3019953.204564 + Penalty 3321.029964 = -3016632.174600
  nChanged 88
		SP:Iteration 15Q (85921.190000 sec): 3 clusters
  Score: Raw -3020007.413653 + Penalty 3321.029964 = -3016686.383690
  nChanged 49
		SP:Iteration 16Q (85921.460000 sec): 3 clusters
  Score: Raw -3020046.434980 + Penalty 3321.029964 = -3016725.405017
  nChanged 38
		SP:Iteration 17Q (85921.780000 sec): 3 clusters
  Score: Raw -3020072.557850 + Penalty 3321.029964 = -3016751.527886
  nChanged 24
		SP:Iteration 18Q (85922.080000 sec): 3 clusters
  Score: Raw -3020086.994775 + Penalty 3321.029964 = -3016765.964811
  nChanged 21
		SP:Iteration 19Q (85922.430000 sec): 3 clusters
  Score: Raw -3020099.574168 + Penalty 3321.029964 = -3016778.544204
  nChanged 18
		SP:Iteration 20F (85922.740000 sec): 3 clusters
  Score: Raw -3020106.775587 + Penalty 3321.029964 = -3016785.745623
  nChanged 11
		SP:Iteration 21Q (85923.070000 sec): 3 clusters
  Score: Raw -3020112.642187 + Penalty 3321.029964 = -3016791.612224
  nChanged 12
		SP:Iteration 22Q (85923.340000 sec): 3 clusters
  Score: Raw -3020124.623062 + Penalty 3321.029964 = -3016803.593098
  nChanged 13
		SP:Iteration 23Q (85923.670000 sec): 3 clusters
  Score: Raw -3020133.865332 + Penalty 3321.029964 = -3016812.835368
  nChanged 8
		SP:Iteration 24Q (85923.950000 sec): 3 clusters
  Score: Raw -3020139.216162 + Penalty 3321.029964 = -3016818.186198
  nChanged 9
		SP:Iteration 25Q (85924.260000 sec): 3 clusters
  Score: Raw -3020144.405337 + Penalty 3321.029964 = -3016823.375374
  nChanged 6
		SP:Iteration 26Q (85924.530000 sec): 3 clusters
  Score: Raw -3020148.062404 + Penalty 3321.029964 = -3016827.032440
  nChanged 4
		SP:Iteration 27Q (85924.810000 sec): 3 clusters
  Score: Raw -3020149.985888 + Penalty 3321.029964 = -3016828.955924
  nChanged 3
		SP:Iteration 28Q (85925.150000 sec): 3 clusters
  Score: Raw -3020150.900400 + Penalty 3321.029964 = -3016829.870437
  nChanged 3
		SP:Iteration 29Q (85925.450000 sec): 3 clusters
  Score: Raw -3020152.234615 + Penalty 3321.029964 = -3016831.204652
  nChanged 4
		SP:Iteration 30Q (85925.770000 sec): 3 clusters
  Score: Raw -3020154.548501 + Penalty 3321.029964 = -3016833.518537
  nChanged 3
		SP:Iteration 31Q (85926.020000 sec): 3 clusters
  Score: Raw -3020156.164026 + Penalty 3321.029964 = -3016835.134062
  nChanged 4
		SP:Iteration 32Q (85926.360000 sec): 3 clusters
  Score: Raw -3020158.156429 + Penalty 3321.029964 = -3016837.126465
  nChanged 1
		SP:Iteration 33Q (85926.680000 sec): 3 clusters
  Score: Raw -3020158.827813 + Penalty 3321.029964 = -3016837.797850
  nChanged 0
		SP:Iteration 34F (85926.920000 sec): 3 clusters
  Score: Raw -3020158.827813 + Penalty 3321.029964 = -3016837.797850
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (5013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85927.100000 sec): 2 clusters
  Score: Raw -526877.540003 + Penalty 1384.465845 = -525493.074158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85927.240000 sec): 3 clusters
  Score: Raw -524290.960342 + Penalty 2768.931691 = -521522.028651
  nChanged 1988
		SP:Iteration 1F (85927.460000 sec): 3 clusters
  Score: Raw -525449.338896 + Penalty 2768.931691 = -522680.407205
  nChanged 381
		SP:Iteration 2F (85927.670000 sec): 3 clusters
  Score: Raw -525725.908203 + Penalty 2768.931691 = -522956.976513
  nChanged 313
		SP:Iteration 3F (85927.860000 sec): 3 clusters
  Score: Raw -525947.479325 + Penalty 2768.931691 = -523178.547634
  nChanged 289
		SP:Iteration 4F (85928.080000 sec): 3 clusters
  Score: Raw -526121.770149 + Penalty 2768.931691 = -523352.838459
  nChanged 222
		SP:Iteration 5Q (85928.270000 sec): 3 clusters
  Score: Raw -526258.491656 + Penalty 2768.931691 = -523489.559965
  nChanged 207
		SP:Iteration 6Q (85928.430000 sec): 3 clusters
  Score: Raw -526379.527194 + Penalty 2768.931691 = -523610.595503
  nChanged 198
		SP:Iteration 7Q (85928.570000 sec): 3 clusters
  Score: Raw -526502.115358 + Penalty 2768.931691 = -523733.183667
  nChanged 170
		SP:Iteration 8Q (85928.810000 sec): 3 clusters
  Score: Raw -526601.429016 + Penalty 2768.931691 = -523832.497325
  nChanged 146
		SP:Iteration 9Q (85928.990000 sec): 3 clusters
  Score: Raw -526681.900608 + Penalty 2768.931691 = -523912.968917
  nChanged 114
		SP:Iteration 10Q (85929.170000 sec): 3 clusters
  Score: Raw -526756.269728 + Penalty 2768.931691 = -523987.338037
  nChanged 119
		SP:Iteration 11Q (85929.370000 sec): 3 clusters
  Score: Raw -526826.439514 + Penalty 2768.931691 = -524057.507823
  nChanged 105
		SP:Iteration 12Q (85929.560000 sec): 3 clusters
  Score: Raw -526892.483818 + Penalty 2768.931691 = -524123.552127
  nChanged 102
		SP:Iteration 13Q (85929.710000 sec): 3 clusters
  Score: Raw -526960.822625 + Penalty 2768.931691 = -524191.890934
  nChanged 67
		SP:Iteration 14Q (85929.950000 sec): 3 clusters
  Score: Raw -526995.154588 + Penalty 2768.931691 = -524226.222897
  nChanged 53
		SP:Iteration 15Q (85930.110000 sec): 3 clusters
  Score: Raw -527028.745706 + Penalty 2768.931691 = -524259.814016
  nChanged 55
		SP:Iteration 16Q (85930.330000 sec): 3 clusters
  Score: Raw -527061.595465 + Penalty 2768.931691 = -524292.663775
  nChanged 53
		SP:Iteration 17Q (85930.510000 sec): 3 clusters
  Score: Raw -527085.572149 + Penalty 2768.931691 = -524316.640458
  nChanged 42
		SP:Iteration 18Q (85930.700000 sec): 3 clusters
  Score: Raw -527103.865377 + Penalty 2768.931691 = -524334.933686
  nChanged 29
		SP:Iteration 19Q (85930.870000 sec): 3 clusters
  Score: Raw -527117.169338 + Penalty 2768.931691 = -524348.237647
  nChanged 22
		SP:Iteration 20F (85931.040000 sec): 3 clusters
  Score: Raw -527124.039470 + Penalty 2768.931691 = -524355.107779
  nChanged 21
		SP:Iteration 21Q (85931.240000 sec): 3 clusters
  Score: Raw -527131.965495 + Penalty 2768.931691 = -524363.033805
  nChanged 19
		SP:Iteration 22Q (85931.390000 sec): 3 clusters
  Score: Raw -527139.134247 + Penalty 2768.931691 = -524370.202556
  nChanged 9
		SP:Iteration 23Q (85931.630000 sec): 3 clusters
  Score: Raw -527143.582927 + Penalty 2768.931691 = -524374.651237
  nChanged 11
		SP:Iteration 24Q (85931.820000 sec): 3 clusters
  Score: Raw -527148.950926 + Penalty 2768.931691 = -524380.019236
  nChanged 11
		SP:Iteration 25Q (85932.030000 sec): 3 clusters
  Score: Raw -527154.838114 + Penalty 2768.931691 = -524385.906423
  nChanged 15
		SP:Iteration 26Q (85932.190000 sec): 3 clusters
  Score: Raw -527162.152367 + Penalty 2768.931691 = -524393.220676
  nChanged 12
		SP:Iteration 27Q (85932.430000 sec): 3 clusters
  Score: Raw -527167.251777 + Penalty 2768.931691 = -524398.320086
  nChanged 13
		SP:Iteration 28Q (85932.580000 sec): 3 clusters
  Score: Raw -527172.117475 + Penalty 2768.931691 = -524403.185785
  nChanged 10
		SP:Iteration 29Q (85932.800000 sec): 3 clusters
  Score: Raw -527175.995230 + Penalty 2768.931691 = -524407.063539
  nChanged 10
		SP:Iteration 30Q (85932.990000 sec): 3 clusters
  Score: Raw -527180.001315 + Penalty 2768.931691 = -524411.069625
  nChanged 6
		SP:Iteration 31Q (85933.170000 sec): 3 clusters
  Score: Raw -527181.494297 + Penalty 2768.931691 = -524412.562606
  nChanged 4
		SP:Iteration 32Q (85933.360000 sec): 3 clusters
  Score: Raw -527182.421392 + Penalty 2768.931691 = -524413.489701
  nChanged 2
		SP:Iteration 33Q (85933.610000 sec): 3 clusters
  Score: Raw -527182.967716 + Penalty 2768.931691 = -524414.036025
  nChanged 1
		SP:Iteration 34Q (85933.780000 sec): 3 clusters
  Score: Raw -527183.314123 + Penalty 2768.931691 = -524414.382432
  nChanged 2
		SP:Iteration 35Q (85933.990000 sec): 3 clusters
  Score: Raw -527184.333114 + Penalty 2768.931691 = -524415.401424
  nChanged 2
		SP:Iteration 36Q (85934.140000 sec): 3 clusters
  Score: Raw -527184.905960 + Penalty 2768.931691 = -524415.974269
  nChanged 1
		SP:Iteration 37Q (85934.330000 sec): 3 clusters
  Score: Raw -527185.062232 + Penalty 2768.931691 = -524416.130541
  nChanged 1
		SP:Iteration 38Q (85934.520000 sec): 3 clusters
  Score: Raw -527185.460664 + Penalty 2768.931691 = -524416.528974
  nChanged 0
		SP:Iteration 39F (85934.670000 sec): 3 clusters
  Score: Raw -527185.460664 + Penalty 2768.931691 = -524416.528974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85934.800000 sec): 2 clusters
  Score: Raw -573240.662277 + Penalty 1388.278243 = -571852.384034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85935.010000 sec): 3 clusters
  Score: Raw -570523.129585 + Penalty 2776.556486 = -567746.573100
  nChanged 2143
		SP:Iteration 1F (85935.200000 sec): 3 clusters
  Score: Raw -571690.944290 + Penalty 2776.556486 = -568914.387805
  nChanged 363
		SP:Iteration 2F (85935.380000 sec): 3 clusters
  Score: Raw -571881.059443 + Penalty 2776.556486 = -569104.502957
  nChanged 256
		SP:Iteration 3Q (85935.520000 sec): 3 clusters
  Score: Raw -571991.491557 + Penalty 2776.556486 = -569214.935071
  nChanged 190
		SP:Iteration 4Q (85935.670000 sec): 3 clusters
  Score: Raw -572079.001904 + Penalty 2776.556486 = -569302.445418
  nChanged 166
		SP:Iteration 5Q (85935.830000 sec): 3 clusters
  Score: Raw -572151.958434 + Penalty 2776.556486 = -569375.401948
  nChanged 139
		SP:Iteration 6Q (85935.990000 sec): 3 clusters
  Score: Raw -572212.329989 + Penalty 2776.556486 = -569435.773504
  nChanged 137
		SP:Iteration 7Q (85936.140000 sec): 3 clusters
  Score: Raw -572271.055241 + Penalty 2776.556486 = -569494.498755
  nChanged 137
		SP:Iteration 8Q (85936.350000 sec): 3 clusters
  Score: Raw -572341.657150 + Penalty 2776.556486 = -569565.100664
  nChanged 142
		SP:Iteration 9Q (85936.530000 sec): 3 clusters
  Score: Raw -572413.799343 + Penalty 2776.556486 = -569637.242857
  nChanged 154
		SP:Iteration 10Q (85936.730000 sec): 3 clusters
  Score: Raw -572499.309829 + Penalty 2776.556486 = -569722.753343
  nChanged 155
		SP:Iteration 11Q (85936.920000 sec): 3 clusters
  Score: Raw -572596.351289 + Penalty 2776.556486 = -569819.794803
  nChanged 156
		SP:Iteration 12Q (85937.100000 sec): 3 clusters
  Score: Raw -572678.909672 + Penalty 2776.556486 = -569902.353186
  nChanged 142
		SP:Iteration 13Q (85937.280000 sec): 3 clusters
  Score: Raw -572754.399490 + Penalty 2776.556486 = -569977.843004
  nChanged 136
		SP:Iteration 14Q (85937.470000 sec): 3 clusters
  Score: Raw -572833.768171 + Penalty 2776.556486 = -570057.211685
  nChanged 125
		SP:Iteration 15Q (85937.660000 sec): 3 clusters
  Score: Raw -572898.561775 + Penalty 2776.556486 = -570122.005290
  nChanged 98
		SP:Iteration 16Q (85937.820000 sec): 3 clusters
  Score: Raw -572949.391274 + Penalty 2776.556486 = -570172.834789
  nChanged 93
		SP:Iteration 17Q (85938.050000 sec): 3 clusters
  Score: Raw -572999.592760 + Penalty 2776.556486 = -570223.036274
  nChanged 95
		SP:Iteration 18Q (85938.260000 sec): 3 clusters
  Score: Raw -573059.130109 + Penalty 2776.556486 = -570282.573623
  nChanged 97
		SP:Iteration 19Q (85938.420000 sec): 3 clusters
  Score: Raw -573124.538955 + Penalty 2776.556486 = -570347.982469
  nChanged 86
		SP:Iteration 20F (85938.630000 sec): 3 clusters
  Score: Raw -573180.843804 + Penalty 2776.556486 = -570404.287318
  nChanged 84
		SP:Iteration 21Q (85938.800000 sec): 3 clusters
  Score: Raw -573237.811335 + Penalty 2776.556486 = -570461.254849
  nChanged 68
		SP:Iteration 22Q (85938.990000 sec): 3 clusters
  Score: Raw -573282.631581 + Penalty 2776.556486 = -570506.075095
  nChanged 70
		SP:Iteration 23Q (85939.190000 sec): 3 clusters
  Score: Raw -573325.505627 + Penalty 2776.556486 = -570548.949141
  nChanged 49
		SP:Iteration 24Q (85939.380000 sec): 3 clusters
  Score: Raw -573354.669308 + Penalty 2776.556486 = -570578.112823
  nChanged 47
		SP:Iteration 25Q (85939.570000 sec): 3 clusters
  Score: Raw -573385.616696 + Penalty 2776.556486 = -570609.060210
  nChanged 45
		SP:Iteration 26Q (85939.760000 sec): 3 clusters
  Score: Raw -573414.654524 + Penalty 2776.556486 = -570638.098038
  nChanged 43
		SP:Iteration 27Q (85939.940000 sec): 3 clusters
  Score: Raw -573440.704943 + Penalty 2776.556486 = -570664.148457
  nChanged 29
		SP:Iteration 28Q (85940.150000 sec): 3 clusters
  Score: Raw -573457.704751 + Penalty 2776.556486 = -570681.148265
  nChanged 25
		SP:Iteration 29Q (85940.340000 sec): 3 clusters
  Score: Raw -573471.286201 + Penalty 2776.556486 = -570694.729715
  nChanged 30
		SP:Iteration 30Q (85940.530000 sec): 3 clusters
  Score: Raw -573490.442528 + Penalty 2776.556486 = -570713.886042
  nChanged 22
		SP:Iteration 31Q (85940.690000 sec): 3 clusters
  Score: Raw -573501.591072 + Penalty 2776.556486 = -570725.034586
  nChanged 13
		SP:Iteration 32Q (85940.920000 sec): 3 clusters
  Score: Raw -573509.765544 + Penalty 2776.556486 = -570733.209058
  nChanged 15
		SP:Iteration 33Q (85941.080000 sec): 3 clusters
  Score: Raw -573523.679242 + Penalty 2776.556486 = -570747.122756
  nChanged 14
		SP:Iteration 34Q (85941.280000 sec): 3 clusters
  Score: Raw -573533.339494 + Penalty 2776.556486 = -570756.783008
  nChanged 12
		SP:Iteration 35Q (85941.470000 sec): 3 clusters
  Score: Raw -573541.450602 + Penalty 2776.556486 = -570764.894116
  nChanged 11
		SP:Iteration 36Q (85941.660000 sec): 3 clusters
  Score: Raw -573549.136131 + Penalty 2776.556486 = -570772.579645
  nChanged 8
		SP:Iteration 37Q (85941.860000 sec): 3 clusters
  Score: Raw -573553.484650 + Penalty 2776.556486 = -570776.928164
  nChanged 3
		SP:Iteration 38Q (85942.070000 sec): 3 clusters
  Score: Raw -573554.310258 + Penalty 2776.556486 = -570777.753773
  nChanged 3
		SP:Iteration 39Q (85942.280000 sec): 3 clusters
  Score: Raw -573555.142983 + Penalty 2776.556486 = -570778.586498
  nChanged 2
		SP:Iteration 40F (85942.460000 sec): 3 clusters
  Score: Raw -573555.643043 + Penalty 2776.556486 = -570779.086557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85942.530000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85942.730000 sec): 3 clusters
  Score: Raw -363016.937196 + Penalty 2652.075560 = -360364.861636
  nChanged 1414
		SP:Iteration 1F (85942.930000 sec): 3 clusters
  Score: Raw -363913.603949 + Penalty 2652.075560 = -361261.528389
  nChanged 281
		SP:Iteration 2F (85943.070000 sec): 3 clusters
  Score: Raw -364119.626037 + Penalty 2652.075560 = -361467.550477
  nChanged 211
		SP:Iteration 3F (85943.280000 sec): 3 clusters
  Score: Raw -364267.539079 + Penalty 2652.075560 = -361615.463519
  nChanged 156
		SP:Iteration 4Q (85943.440000 sec): 3 clusters
  Score: Raw -364389.217110 + Penalty 2652.075560 = -361737.141550
  nChanged 168
		SP:Iteration 5Q (85943.650000 sec): 3 clusters
  Score: Raw -364515.303397 + Penalty 2652.075560 = -361863.227837
  nChanged 143
		SP:Iteration 6Q (85943.780000 sec): 3 clusters
  Score: Raw -364642.686428 + Penalty 2652.075560 = -361990.610868
  nChanged 146
		SP:Iteration 7Q (85943.940000 sec): 3 clusters
  Score: Raw -364767.153021 + Penalty 2652.075560 = -362115.077461
  nChanged 160
		SP:Iteration 8Q (85944.160000 sec): 3 clusters
  Score: Raw -364932.242259 + Penalty 2652.075560 = -362280.166699
  nChanged 146
		SP:Iteration 9Q (85944.310000 sec): 3 clusters
  Score: Raw -365047.877735 + Penalty 2652.075560 = -362395.802175
  nChanged 123
		SP:Iteration 10Q (85944.530000 sec): 3 clusters
  Score: Raw -365134.738319 + Penalty 2652.075560 = -362482.662759
  nChanged 120
		SP:Iteration 11Q (85944.690000 sec): 3 clusters
  Score: Raw -365229.373279 + Penalty 2652.075560 = -362577.297719
  nChanged 100
		SP:Iteration 12Q (85944.850000 sec): 3 clusters
  Score: Raw -365304.126442 + Penalty 2652.075560 = -362652.050882
  nChanged 89
		SP:Iteration 13Q (85945.030000 sec): 3 clusters
  Score: Raw -365379.900720 + Penalty 2652.075560 = -362727.825160
  nChanged 87
		SP:Iteration 14Q (85945.210000 sec): 3 clusters
  Score: Raw -365442.128742 + Penalty 2652.075560 = -362790.053182
  nChanged 84
		SP:Iteration 15Q (85945.390000 sec): 3 clusters
  Score: Raw -365494.214238 + Penalty 2652.075560 = -362842.138678
  nChanged 62
		SP:Iteration 16Q (85945.570000 sec): 3 clusters
  Score: Raw -365531.655344 + Penalty 2652.075560 = -362879.579784
  nChanged 50
		SP:Iteration 17Q (85945.730000 sec): 3 clusters
  Score: Raw -365556.164904 + Penalty 2652.075560 = -362904.089344
  nChanged 40
		SP:Iteration 18Q (85945.940000 sec): 3 clusters
  Score: Raw -365573.636936 + Penalty 2652.075560 = -362921.561376
  nChanged 31
		SP:Iteration 19Q (85946.090000 sec): 3 clusters
  Score: Raw -365585.204575 + Penalty 2652.075560 = -362933.129015
  nChanged 30
		SP:Iteration 20F (85946.220000 sec): 3 clusters
  Score: Raw -365596.629199 + Penalty 2652.075560 = -362944.553639
  nChanged 21
		SP:Iteration 21Q (85946.430000 sec): 3 clusters
  Score: Raw -365603.335868 + Penalty 2652.075560 = -362951.260308
  nChanged 13
		SP:Iteration 22Q (85946.600000 sec): 3 clusters
  Score: Raw -365608.032334 + Penalty 2652.075560 = -362955.956774
  nChanged 12
		SP:Iteration 23Q (85946.770000 sec): 3 clusters
  Score: Raw -365612.178805 + Penalty 2652.075560 = -362960.103245
  nChanged 13
		SP:Iteration 24Q (85946.880000 sec): 3 clusters
  Score: Raw -365616.250019 + Penalty 2652.075560 = -362964.174459
  nChanged 8
		SP:Iteration 25Q (85947.070000 sec): 3 clusters
  Score: Raw -365619.489836 + Penalty 2652.075560 = -362967.414276
  nChanged 5
		SP:Iteration 26Q (85947.210000 sec): 3 clusters
  Score: Raw -365619.842760 + Penalty 2652.075560 = -362967.767199
  nChanged 5
		SP:Iteration 27Q (85947.420000 sec): 3 clusters
  Score: Raw -365621.137210 + Penalty 2652.075560 = -362969.061650
  nChanged 3
		SP:Iteration 28Q (85947.590000 sec): 3 clusters
  Score: Raw -365621.674896 + Penalty 2652.075560 = -362969.599336
  nChanged 0
		SP:Iteration 29F (85947.720000 sec): 3 clusters
  Score: Raw -365621.674896 + Penalty 2652.075560 = -362969.599336
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85947.900000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85948.100000 sec): 3 clusters
  Score: Raw -1108749.388222 + Penalty 2989.962922 = -1105759.425300
  nChanged 4259
		SP:Iteration 1F (85948.330000 sec): 3 clusters
  Score: Raw -1111016.386023 + Penalty 2989.962922 = -1108026.423100
  nChanged 600
		SP:Iteration 2F (85948.590000 sec): 3 clusters
  Score: Raw -1111242.450758 + Penalty 2989.962922 = -1108252.487836
  nChanged 450
		SP:Iteration 3Q (85948.770000 sec): 3 clusters
  Score: Raw -1111417.060871 + Penalty 2989.962922 = -1108427.097949
  nChanged 398
		SP:Iteration 4Q (85949.010000 sec): 3 clusters
  Score: Raw -1111582.872083 + Penalty 2989.962922 = -1108592.909161
  nChanged 343
		SP:Iteration 5Q (85949.220000 sec): 3 clusters
  Score: Raw -1111738.498802 + Penalty 2989.962922 = -1108748.535880
  nChanged 342
		SP:Iteration 6Q (85949.430000 sec): 3 clusters
  Score: Raw -1111882.681582 + Penalty 2989.962922 = -1108892.718660
  nChanged 307
		SP:Iteration 7Q (85949.620000 sec): 3 clusters
  Score: Raw -1112007.381569 + Penalty 2989.962922 = -1109017.418647
  nChanged 319
		SP:Iteration 8Q (85949.890000 sec): 3 clusters
  Score: Raw -1112132.136899 + Penalty 2989.962922 = -1109142.173977
  nChanged 322
		SP:Iteration 9Q (85950.090000 sec): 3 clusters
  Score: Raw -1112272.577291 + Penalty 2989.962922 = -1109282.614369
  nChanged 323
		SP:Iteration 10Q (85950.300000 sec): 3 clusters
  Score: Raw -1112420.699781 + Penalty 2989.962922 = -1109430.736859
  nChanged 349
		SP:Iteration 11Q (85950.500000 sec): 3 clusters
  Score: Raw -1112587.744287 + Penalty 2989.962922 = -1109597.781365
  nChanged 382
		SP:Iteration 12Q (85950.690000 sec): 3 clusters
  Score: Raw -1112806.313172 + Penalty 2989.962922 = -1109816.350249
  nChanged 379
		SP:Iteration 13Q (85950.890000 sec): 3 clusters
  Score: Raw -1113037.401893 + Penalty 2989.962922 = -1110047.438971
  nChanged 348
		SP:Iteration 14Q (85951.140000 sec): 3 clusters
  Score: Raw -1113236.873362 + Penalty 2989.962922 = -1110246.910440
  nChanged 335
		SP:Iteration 15Q (85951.340000 sec): 3 clusters
  Score: Raw -1113408.055911 + Penalty 2989.962922 = -1110418.092989
  nChanged 282
		SP:Iteration 16Q (85951.560000 sec): 3 clusters
  Score: Raw -1113527.749452 + Penalty 2989.962922 = -1110537.786530
  nChanged 209
		SP:Iteration 17Q (85951.710000 sec): 3 clusters
  Score: Raw -1113601.417630 + Penalty 2989.962922 = -1110611.454707
  nChanged 155
		SP:Iteration 18Q (85951.920000 sec): 3 clusters
  Score: Raw -1113639.423763 + Penalty 2989.962922 = -1110649.460841
  nChanged 94
		SP:Iteration 19Q (85952.110000 sec): 3 clusters
  Score: Raw -1113657.034059 + Penalty 2989.962922 = -1110667.071137
  nChanged 65
		SP:Iteration 20F (85952.330000 sec): 3 clusters
  Score: Raw -1113666.594027 + Penalty 2989.962922 = -1110676.631104
  nChanged 46
		SP:Iteration 21Q (85952.540000 sec): 3 clusters
  Score: Raw -1113674.906791 + Penalty 2989.962922 = -1110684.943869
  nChanged 46
		SP:Iteration 22Q (85952.740000 sec): 3 clusters
  Score: Raw -1113681.708302 + Penalty 2989.962922 = -1110691.745380
  nChanged 30
		SP:Iteration 23Q (85952.960000 sec): 3 clusters
  Score: Raw -1113685.241334 + Penalty 2989.962922 = -1110695.278412
  nChanged 21
		SP:Iteration 24Q (85953.200000 sec): 3 clusters
  Score: Raw -1113687.176364 + Penalty 2989.962922 = -1110697.213442
  nChanged 16
		SP:Iteration 25Q (85953.430000 sec): 3 clusters
  Score: Raw -1113688.619609 + Penalty 2989.962922 = -1110698.656687
  nChanged 12
		SP:Iteration 26Q (85953.610000 sec): 3 clusters
  Score: Raw -1113689.878008 + Penalty 2989.962922 = -1110699.915086
  nChanged 13
		SP:Iteration 27Q (85953.820000 sec): 3 clusters
  Score: Raw -1113692.134013 + Penalty 2989.962922 = -1110702.171091
  nChanged 17
		SP:Iteration 28Q (85954.070000 sec): 3 clusters
  Score: Raw -1113694.049867 + Penalty 2989.962922 = -1110704.086945
  nChanged 20
		SP:Iteration 29Q (85954.270000 sec): 3 clusters
  Score: Raw -1113695.889424 + Penalty 2989.962922 = -1110705.926502
  nChanged 14
		SP:Iteration 30Q (85954.450000 sec): 3 clusters
  Score: Raw -1113697.580573 + Penalty 2989.962922 = -1110707.617651
  nChanged 12
		SP:Iteration 31Q (85954.680000 sec): 3 clusters
  Score: Raw -1113698.881856 + Penalty 2989.962922 = -1110708.918934
  nChanged 11
		SP:Iteration 32Q (85954.920000 sec): 3 clusters
  Score: Raw -1113699.792724 + Penalty 2989.962922 = -1110709.829802
  nChanged 3
		SP:Iteration 33Q (85955.140000 sec): 3 clusters
  Score: Raw -1113700.098177 + Penalty 2989.962922 = -1110710.135255
  nChanged 3
		SP:Iteration 34Q (85955.360000 sec): 3 clusters
  Score: Raw -1113700.414298 + Penalty 2989.962922 = -1110710.451376
  nChanged 8
		SP:Iteration 35Q (85955.600000 sec): 3 clusters
  Score: Raw -1113701.122015 + Penalty 2989.962922 = -1110711.159093
  nChanged 8
		SP:Iteration 36Q (85955.820000 sec): 3 clusters
  Score: Raw -1113702.017058 + Penalty 2989.962922 = -1110712.054135
  nChanged 10
		SP:Iteration 37Q (85956.090000 sec): 3 clusters
  Score: Raw -1113703.191058 + Penalty 2989.962922 = -1110713.228136
  nChanged 5
		SP:Iteration 38Q (85956.290000 sec): 3 clusters
  Score: Raw -1113703.712077 + Penalty 2989.962922 = -1110713.749155
  nChanged 5
		SP:Iteration 39Q (85956.500000 sec): 3 clusters
  Score: Raw -1113704.101105 + Penalty 2989.962922 = -1110714.138183
  nChanged 4
		SP:Iteration 40F (85956.720000 sec): 3 clusters
  Score: Raw -1113704.393770 + Penalty 2989.962922 = -1110714.430848
  nChanged 3
		SP:Iteration 41Q (85956.930000 sec): 3 clusters
  Score: Raw -1113704.623221 + Penalty 2989.962922 = -1110714.660299
  nChanged 1
		SP:Iteration 42Q (85957.140000 sec): 3 clusters
  Score: Raw -1113704.767296 + Penalty 2989.962922 = -1110714.804374
  nChanged 3
		SP:Iteration 43Q (85957.310000 sec): 3 clusters
  Score: Raw -1113704.969121 + Penalty 2989.962922 = -1110715.006199
  nChanged 1
		SP:Iteration 44Q (85957.480000 sec): 3 clusters
  Score: Raw -1113705.017519 + Penalty 2989.962922 = -1110715.054596
  nChanged 2
		SP:Iteration 45Q (85957.720000 sec): 3 clusters
  Score: Raw -1113705.181076 + Penalty 2989.962922 = -1110715.218154
  nChanged 2
		SP:Iteration 46Q (85957.920000 sec): 3 clusters
  Score: Raw -1113705.365166 + Penalty 2989.962922 = -1110715.402244
  nChanged 2
		SP:Iteration 47Q (85958.120000 sec): 3 clusters
  Score: Raw -1113705.588275 + Penalty 2989.962922 = -1110715.625353
  nChanged 6
		SP:Iteration 48Q (85958.330000 sec): 3 clusters
  Score: Raw -1113706.364776 + Penalty 2989.962922 = -1110716.401854
  nChanged 6
		SP:Iteration 49Q (85958.560000 sec): 3 clusters
  Score: Raw -1113706.932053 + Penalty 2989.962922 = -1110716.969131
  nChanged 3
		SP:Iteration 50Q (85958.750000 sec): 3 clusters
  Score: Raw -1113707.144076 + Penalty 2989.962922 = -1110717.181154
  nChanged 1
		SP:Iteration 51Q (85958.940000 sec): 3 clusters
  Score: Raw -1113707.240823 + Penalty 2989.962922 = -1110717.277901
  nChanged 3
		SP:Iteration 52Q (85959.180000 sec): 3 clusters
  Score: Raw -1113707.583743 + Penalty 2989.962922 = -1110717.620821
  nChanged 4
		SP:Iteration 53Q (85959.380000 sec): 3 clusters
  Score: Raw -1113707.796288 + Penalty 2989.962922 = -1110717.833366
  nChanged 1
		SP:Iteration 54Q (85959.640000 sec): 3 clusters
  Score: Raw -1113707.825524 + Penalty 2989.962922 = -1110717.862602
  nChanged 0
		SP:Iteration 55F (85959.830000 sec): 3 clusters
  Score: Raw -1113707.825524 + Penalty 2989.962922 = -1110717.862602
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85960.000000 sec): 2 clusters
  Score: Raw -1234369.802858 + Penalty 1523.369707 = -1232846.433151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85960.250000 sec): 3 clusters
  Score: Raw -1227580.258391 + Penalty 3046.739415 = -1224533.518976
  nChanged 5178
		SP:Iteration 1F (85960.420000 sec): 3 clusters
  Score: Raw -1230621.809385 + Penalty 3046.739415 = -1227575.069970
  nChanged 816
		SP:Iteration 2F (85960.660000 sec): 3 clusters
  Score: Raw -1231037.512714 + Penalty 3046.739415 = -1227990.773300
  nChanged 737
		SP:Iteration 3F (85960.900000 sec): 3 clusters
  Score: Raw -1231456.663568 + Penalty 3046.739415 = -1228409.924153
  nChanged 702
		SP:Iteration 4F (85961.150000 sec): 3 clusters
  Score: Raw -1231886.755527 + Penalty 3046.739415 = -1228840.016112
  nChanged 678
		SP:Iteration 5F (85961.350000 sec): 3 clusters
  Score: Raw -1232341.764666 + Penalty 3046.739415 = -1229295.025251
  nChanged 652
		SP:Iteration 6F (85961.570000 sec): 3 clusters
  Score: Raw -1232807.572791 + Penalty 3046.739415 = -1229760.833376
  nChanged 572
		SP:Iteration 7Q (85961.810000 sec): 3 clusters
  Score: Raw -1233244.258667 + Penalty 3046.739415 = -1230197.519252
  nChanged 478
		SP:Iteration 8Q (85962.060000 sec): 3 clusters
  Score: Raw -1233599.803093 + Penalty 3046.739415 = -1230553.063679
  nChanged 347
		SP:Iteration 9Q (85962.230000 sec): 3 clusters
  Score: Raw -1233864.313937 + Penalty 3046.739415 = -1230817.574522
  nChanged 266
		SP:Iteration 10Q (85962.460000 sec): 3 clusters
  Score: Raw -1234045.700453 + Penalty 3046.739415 = -1230998.961038
  nChanged 194
		SP:Iteration 11Q (85962.720000 sec): 3 clusters
  Score: Raw -1234171.698466 + Penalty 3046.739415 = -1231124.959051
  nChanged 149
		SP:Iteration 12Q (85962.960000 sec): 3 clusters
  Score: Raw -1234277.292907 + Penalty 3046.739415 = -1231230.553492
  nChanged 118
		SP:Iteration 13Q (85963.190000 sec): 3 clusters
  Score: Raw -1234350.029732 + Penalty 3046.739415 = -1231303.290317
  nChanged 82
		SP:Iteration 14Q (85963.390000 sec): 3 clusters
  Score: Raw -1234402.795183 + Penalty 3046.739415 = -1231356.055768
  nChanged 76
		SP:Iteration 15Q (85963.590000 sec): 3 clusters
  Score: Raw -1234446.549256 + Penalty 3046.739415 = -1231399.809841
  nChanged 68
		SP:Iteration 16Q (85963.780000 sec): 3 clusters
  Score: Raw -1234487.393117 + Penalty 3046.739415 = -1231440.653702
  nChanged 50
		SP:Iteration 17Q (85963.990000 sec): 3 clusters
  Score: Raw -1234510.872752 + Penalty 3046.739415 = -1231464.133337
  nChanged 31
		SP:Iteration 18Q (85964.240000 sec): 3 clusters
  Score: Raw -1234524.570516 + Penalty 3046.739415 = -1231477.831101
  nChanged 25
		SP:Iteration 19Q (85964.430000 sec): 3 clusters
  Score: Raw -1234536.146462 + Penalty 3046.739415 = -1231489.407047
  nChanged 23
		SP:Iteration 20F (85964.670000 sec): 3 clusters
  Score: Raw -1234548.410946 + Penalty 3046.739415 = -1231501.671531
  nChanged 15
		SP:Iteration 21Q (85964.870000 sec): 3 clusters
  Score: Raw -1234555.919371 + Penalty 3046.739415 = -1231509.179956
  nChanged 16
		SP:Iteration 22Q (85965.090000 sec): 3 clusters
  Score: Raw -1234563.954847 + Penalty 3046.739415 = -1231517.215432
  nChanged 17
		SP:Iteration 23Q (85965.310000 sec): 3 clusters
  Score: Raw -1234571.856831 + Penalty 3046.739415 = -1231525.117416
  nChanged 13
		SP:Iteration 24Q (85965.490000 sec): 3 clusters
  Score: Raw -1234578.702409 + Penalty 3046.739415 = -1231531.962994
  nChanged 11
		SP:Iteration 25Q (85965.700000 sec): 3 clusters
  Score: Raw -1234583.031486 + Penalty 3046.739415 = -1231536.292071
  nChanged 13
		SP:Iteration 26Q (85965.950000 sec): 3 clusters
  Score: Raw -1234587.377328 + Penalty 3046.739415 = -1231540.637913
  nChanged 8
		SP:Iteration 27Q (85966.170000 sec): 3 clusters
  Score: Raw -1234590.833454 + Penalty 3046.739415 = -1231544.094039
  nChanged 7
		SP:Iteration 28Q (85966.410000 sec): 3 clusters
  Score: Raw -1234595.703909 + Penalty 3046.739415 = -1231548.964494
  nChanged 6
		SP:Iteration 29Q (85966.640000 sec): 3 clusters
  Score: Raw -1234598.396838 + Penalty 3046.739415 = -1231551.657423
  nChanged 5
		SP:Iteration 30Q (85966.860000 sec): 3 clusters
  Score: Raw -1234600.343685 + Penalty 3046.739415 = -1231553.604270
  nChanged 6
		SP:Iteration 31Q (85967.070000 sec): 3 clusters
  Score: Raw -1234602.705458 + Penalty 3046.739415 = -1231555.966043
  nChanged 2
		SP:Iteration 32Q (85967.340000 sec): 3 clusters
  Score: Raw -1234603.897324 + Penalty 3046.739415 = -1231557.157909
  nChanged 6
		SP:Iteration 33Q (85967.550000 sec): 3 clusters
  Score: Raw -1234606.433456 + Penalty 3046.739415 = -1231559.694041
  nChanged 4
		SP:Iteration 34Q (85967.750000 sec): 3 clusters
  Score: Raw -1234607.739588 + Penalty 3046.739415 = -1231561.000173
  nChanged 8
		SP:Iteration 35Q (85967.890000 sec): 3 clusters
  Score: Raw -1234612.846402 + Penalty 3046.739415 = -1231566.106987
  nChanged 7
		SP:Iteration 36Q (85968.080000 sec): 3 clusters
  Score: Raw -1234615.269139 + Penalty 3046.739415 = -1231568.529724
  nChanged 4
		SP:Iteration 37Q (85968.320000 sec): 3 clusters
  Score: Raw -1234617.284804 + Penalty 3046.739415 = -1231570.545389
  nChanged 9
		SP:Iteration 38Q (85968.540000 sec): 3 clusters
  Score: Raw -1234623.033472 + Penalty 3046.739415 = -1231576.294057
  nChanged 7
		SP:Iteration 39Q (85968.730000 sec): 3 clusters
  Score: Raw -1234627.719174 + Penalty 3046.739415 = -1231580.979759
  nChanged 4
		SP:Iteration 40F (85968.940000 sec): 3 clusters
  Score: Raw -1234629.160988 + Penalty 3046.739415 = -1231582.421573
  nChanged 2
		SP:Iteration 41Q (85969.150000 sec): 3 clusters
  Score: Raw -1234630.166889 + Penalty 3046.739415 = -1231583.427474
  nChanged 0
		SP:Iteration 42F (85969.390000 sec): 3 clusters
  Score: Raw -1234630.166889 + Penalty 3046.739415 = -1231583.427474
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85969.510000 sec): 2 clusters
  Score: Raw -960421.884248 + Penalty 1484.204688 = -958937.679560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85969.760000 sec): 3 clusters
  Score: Raw -955244.769770 + Penalty 2968.409377 = -952276.360393
  nChanged 3917
		SP:Iteration 1F (85969.950000 sec): 3 clusters
  Score: Raw -957476.404746 + Penalty 2968.409377 = -954507.995369
  nChanged 613
		SP:Iteration 2F (85970.190000 sec): 3 clusters
  Score: Raw -957784.216665 + Penalty 2968.409377 = -954815.807288
  nChanged 489
		SP:Iteration 3F (85970.370000 sec): 3 clusters
  Score: Raw -958055.328672 + Penalty 2968.409377 = -955086.919295
  nChanged 504
		SP:Iteration 4F (85970.590000 sec): 3 clusters
  Score: Raw -958330.107072 + Penalty 2968.409377 = -955361.697695
  nChanged 436
		SP:Iteration 5Q (85970.830000 sec): 3 clusters
  Score: Raw -958572.744208 + Penalty 2968.409377 = -955604.334832
  nChanged 448
		SP:Iteration 6Q (85971.020000 sec): 3 clusters
  Score: Raw -958812.367954 + Penalty 2968.409377 = -955843.958577
  nChanged 421
		SP:Iteration 7Q (85971.250000 sec): 3 clusters
  Score: Raw -959053.416830 + Penalty 2968.409377 = -956085.007453
  nChanged 385
		SP:Iteration 8Q (85971.490000 sec): 3 clusters
  Score: Raw -959282.324289 + Penalty 2968.409377 = -956313.914912
  nChanged 361
		SP:Iteration 9Q (85971.690000 sec): 3 clusters
  Score: Raw -959480.975512 + Penalty 2968.409377 = -956512.566135
  nChanged 309
		SP:Iteration 10Q (85971.900000 sec): 3 clusters
  Score: Raw -959652.654619 + Penalty 2968.409377 = -956684.245242
  nChanged 282
		SP:Iteration 11Q (85972.110000 sec): 3 clusters
  Score: Raw -959795.975162 + Penalty 2968.409377 = -956827.565785
  nChanged 244
		SP:Iteration 12Q (85972.340000 sec): 3 clusters
  Score: Raw -959918.506574 + Penalty 2968.409377 = -956950.097197
  nChanged 238
		SP:Iteration 13Q (85972.590000 sec): 3 clusters
  Score: Raw -960025.704189 + Penalty 2968.409377 = -957057.294812
  nChanged 207
		SP:Iteration 14Q (85972.760000 sec): 3 clusters
  Score: Raw -960123.498957 + Penalty 2968.409377 = -957155.089580
  nChanged 187
		SP:Iteration 15Q (85972.980000 sec): 3 clusters
  Score: Raw -960202.911549 + Penalty 2968.409377 = -957234.502172
  nChanged 137
		SP:Iteration 16Q (85973.170000 sec): 3 clusters
  Score: Raw -960257.170431 + Penalty 2968.409377 = -957288.761055
  nChanged 137
		SP:Iteration 17Q (85973.340000 sec): 3 clusters
  Score: Raw -960308.849169 + Penalty 2968.409377 = -957340.439792
  nChanged 124
		SP:Iteration 18Q (85973.570000 sec): 3 clusters
  Score: Raw -960350.420342 + Penalty 2968.409377 = -957382.010965
  nChanged 106
		SP:Iteration 19Q (85973.780000 sec): 3 clusters
  Score: Raw -960383.141966 + Penalty 2968.409377 = -957414.732590
  nChanged 104
		SP:Iteration 20F (85974.020000 sec): 3 clusters
  Score: Raw -960417.453419 + Penalty 2968.409377 = -957449.044043
  nChanged 95
		SP:Iteration 21Q (85974.200000 sec): 3 clusters
  Score: Raw -960453.537163 + Penalty 2968.409377 = -957485.127786
  nChanged 95
		SP:Iteration 22Q (85974.420000 sec): 3 clusters
  Score: Raw -960488.868802 + Penalty 2968.409377 = -957520.459425
  nChanged 84
		SP:Iteration 23Q (85974.630000 sec): 3 clusters
  Score: Raw -960511.057733 + Penalty 2968.409377 = -957542.648357
  nChanged 75
		SP:Iteration 24Q (85974.880000 sec): 3 clusters
  Score: Raw -960536.815868 + Penalty 2968.409377 = -957568.406491
  nChanged 81
		SP:Iteration 25Q (85975.090000 sec): 3 clusters
  Score: Raw -960566.761606 + Penalty 2968.409377 = -957598.352229
  nChanged 88
		SP:Iteration 26Q (85975.280000 sec): 3 clusters
  Score: Raw -960593.630206 + Penalty 2968.409377 = -957625.220829
  nChanged 85
		SP:Iteration 27Q (85975.510000 sec): 3 clusters
  Score: Raw -960619.451067 + Penalty 2968.409377 = -957651.041690
  nChanged 77
		SP:Iteration 28Q (85975.740000 sec): 3 clusters
  Score: Raw -960649.682556 + Penalty 2968.409377 = -957681.273180
  nChanged 77
		SP:Iteration 29Q (85975.940000 sec): 3 clusters
  Score: Raw -960682.679635 + Penalty 2968.409377 = -957714.270258
  nChanged 92
		SP:Iteration 30Q (85976.150000 sec): 3 clusters
  Score: Raw -960718.831936 + Penalty 2968.409377 = -957750.422559
  nChanged 90
		SP:Iteration 31Q (85976.370000 sec): 3 clusters
  Score: Raw -960754.113064 + Penalty 2968.409377 = -957785.703687
  nChanged 90
		SP:Iteration 32Q (85976.600000 sec): 3 clusters
  Score: Raw -960790.402390 + Penalty 2968.409377 = -957821.993014
  nChanged 80
		SP:Iteration 33Q (85976.790000 sec): 3 clusters
  Score: Raw -960819.709187 + Penalty 2968.409377 = -957851.299810
  nChanged 89
		SP:Iteration 34Q (85977.040000 sec): 3 clusters
  Score: Raw -960846.853279 + Penalty 2968.409377 = -957878.443903
  nChanged 70
		SP:Iteration 35Q (85977.230000 sec): 3 clusters
  Score: Raw -960871.580243 + Penalty 2968.409377 = -957903.170866
  nChanged 73
		SP:Iteration 36Q (85977.440000 sec): 3 clusters
  Score: Raw -960898.096431 + Penalty 2968.409377 = -957929.687055
  nChanged 70
		SP:Iteration 37Q (85977.670000 sec): 3 clusters
  Score: Raw -960921.995481 + Penalty 2968.409377 = -957953.586104
  nChanged 66
		SP:Iteration 38Q (85977.840000 sec): 3 clusters
  Score: Raw -960939.888016 + Penalty 2968.409377 = -957971.478639
  nChanged 56
		SP:Iteration 39Q (85978.060000 sec): 3 clusters
  Score: Raw -960955.954228 + Penalty 2968.409377 = -957987.544851
  nChanged 64
		SP:Iteration 40F (85978.250000 sec): 3 clusters
  Score: Raw -960975.917659 + Penalty 2968.409377 = -958007.508282
  nChanged 49
		SP:Iteration 41Q (85978.440000 sec): 3 clusters
  Score: Raw -960991.224184 + Penalty 2968.409377 = -958022.814807
  nChanged 46
		SP:Iteration 42Q (85978.650000 sec): 3 clusters
  Score: Raw -961004.480851 + Penalty 2968.409377 = -958036.071474
  nChanged 39
		SP:Iteration 43Q (85978.860000 sec): 3 clusters
  Score: Raw -961017.485202 + Penalty 2968.409377 = -958049.075825
  nChanged 49
		SP:Iteration 44Q (85979.090000 sec): 3 clusters
  Score: Raw -961028.909774 + Penalty 2968.409377 = -958060.500398
  nChanged 28
		SP:Iteration 45Q (85979.270000 sec): 3 clusters
  Score: Raw -961034.843740 + Penalty 2968.409377 = -958066.434363
  nChanged 21
		SP:Iteration 46Q (85979.490000 sec): 3 clusters
  Score: Raw -961038.784213 + Penalty 2968.409377 = -958070.374837
  nChanged 24
		SP:Iteration 47Q (85979.700000 sec): 3 clusters
  Score: Raw -961043.534233 + Penalty 2968.409377 = -958075.124857
  nChanged 13
		SP:Iteration 48Q (85979.890000 sec): 3 clusters
  Score: Raw -961045.758230 + Penalty 2968.409377 = -958077.348853
  nChanged 15
		SP:Iteration 49Q (85980.120000 sec): 3 clusters
  Score: Raw -961048.708086 + Penalty 2968.409377 = -958080.298709
  nChanged 8
		SP:Iteration 50Q (85980.300000 sec): 3 clusters
  Score: Raw -961050.932047 + Penalty 2968.409377 = -958082.522670
  nChanged 8
		SP:Iteration 51Q (85980.480000 sec): 3 clusters
  Score: Raw -961052.527685 + Penalty 2968.409377 = -958084.118308
  nChanged 7
		SP:Iteration 52Q (85980.710000 sec): 3 clusters
  Score: Raw -961053.793752 + Penalty 2968.409377 = -958085.384375
  nChanged 8
		SP:Iteration 53Q (85980.860000 sec): 3 clusters
  Score: Raw -961055.685688 + Penalty 2968.409377 = -958087.276311
  nChanged 5
		SP:Iteration 54Q (85981.070000 sec): 3 clusters
  Score: Raw -961056.567586 + Penalty 2968.409377 = -958088.158209
  nChanged 7
		SP:Iteration 55Q (85981.270000 sec): 3 clusters
  Score: Raw -961057.866714 + Penalty 2968.409377 = -958089.457337
  nChanged 6
		SP:Iteration 56Q (85981.440000 sec): 3 clusters
  Score: Raw -961058.810509 + Penalty 2968.409377 = -958090.401132
  nChanged 7
		SP:Iteration 57Q (85981.640000 sec): 3 clusters
  Score: Raw -961059.883690 + Penalty 2968.409377 = -958091.474313
  nChanged 2
		SP:Iteration 58Q (85981.830000 sec): 3 clusters
  Score: Raw -961060.086460 + Penalty 2968.409377 = -958091.677083
  nChanged 3
		SP:Iteration 59Q (85982.040000 sec): 3 clusters
  Score: Raw -961060.784316 + Penalty 2968.409377 = -958092.374939
  nChanged 3
		SP:Iteration 60F (85982.270000 sec): 3 clusters
  Score: Raw -961061.628334 + Penalty 2968.409377 = -958093.218957
  nChanged 3
		SP:Iteration 61Q (85982.470000 sec): 3 clusters
  Score: Raw -961062.305002 + Penalty 2968.409377 = -958093.895625
  nChanged 4
		SP:Iteration 62Q (85982.720000 sec): 3 clusters
  Score: Raw -961062.920690 + Penalty 2968.409377 = -958094.511314
  nChanged 4
		SP:Iteration 63Q (85982.890000 sec): 3 clusters
  Score: Raw -961063.198369 + Penalty 2968.409377 = -958094.788992
  nChanged 0
		SP:Iteration 64F (85983.060000 sec): 3 clusters
  Score: Raw -961063.198369 + Penalty 2968.409377 = -958094.788992
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85983.160000 sec): 2 clusters
  Score: Raw -817801.081334 + Penalty 1449.996961 = -816351.084373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85983.350000 sec): 3 clusters
  Score: Raw -813707.153892 + Penalty 2899.993921 = -810807.159970
  nChanged 3160
		SP:Iteration 1F (85983.540000 sec): 3 clusters
  Score: Raw -815628.625843 + Penalty 2899.993921 = -812728.631922
  nChanged 644
		SP:Iteration 2F (85983.730000 sec): 3 clusters
  Score: Raw -816112.186261 + Penalty 2899.993921 = -813212.192339
  nChanged 589
		SP:Iteration 3F (85983.910000 sec): 3 clusters
  Score: Raw -816607.295356 + Penalty 2899.993921 = -813707.301435
  nChanged 545
		SP:Iteration 4F (85984.110000 sec): 3 clusters
  Score: Raw -817009.129226 + Penalty 2899.993921 = -814109.135304
  nChanged 454
		SP:Iteration 5F (85984.290000 sec): 3 clusters
  Score: Raw -817276.036603 + Penalty 2899.993921 = -814376.042681
  nChanged 327
		SP:Iteration 6Q (85984.510000 sec): 3 clusters
  Score: Raw -817448.877473 + Penalty 2899.993921 = -814548.883551
  nChanged 225
		SP:Iteration 7Q (85984.720000 sec): 3 clusters
  Score: Raw -817550.084269 + Penalty 2899.993921 = -814650.090348
  nChanged 158
		SP:Iteration 8Q (85984.900000 sec): 3 clusters
  Score: Raw -817619.633170 + Penalty 2899.993921 = -814719.639248
  nChanged 144
		SP:Iteration 9Q (85985.070000 sec): 3 clusters
  Score: Raw -817669.598686 + Penalty 2899.993921 = -814769.604764
  nChanged 94
		SP:Iteration 10Q (85985.300000 sec): 3 clusters
  Score: Raw -817693.784318 + Penalty 2899.993921 = -814793.790396
  nChanged 69
		SP:Iteration 11Q (85985.490000 sec): 3 clusters
  Score: Raw -817709.131432 + Penalty 2899.993921 = -814809.137511
  nChanged 42
		SP:Iteration 12Q (85985.650000 sec): 3 clusters
  Score: Raw -817716.790744 + Penalty 2899.993921 = -814816.796823
  nChanged 36
		SP:Iteration 13Q (85985.890000 sec): 3 clusters
  Score: Raw -817725.498594 + Penalty 2899.993921 = -814825.504673
  nChanged 42
		SP:Iteration 14Q (85986.080000 sec): 3 clusters
  Score: Raw -817733.753139 + Penalty 2899.993921 = -814833.759218
  nChanged 31
		SP:Iteration 15Q (85986.250000 sec): 3 clusters
  Score: Raw -817740.104011 + Penalty 2899.993921 = -814840.110090
  nChanged 22
		SP:Iteration 16Q (85986.390000 sec): 3 clusters
  Score: Raw -817743.297628 + Penalty 2899.993921 = -814843.303707
  nChanged 20
		SP:Iteration 17Q (85986.590000 sec): 3 clusters
  Score: Raw -817747.290668 + Penalty 2899.993921 = -814847.296747
  nChanged 23
		SP:Iteration 18Q (85986.790000 sec): 3 clusters
  Score: Raw -817751.150718 + Penalty 2899.993921 = -814851.156796
  nChanged 24
		SP:Iteration 19Q (85987.020000 sec): 3 clusters
  Score: Raw -817755.482486 + Penalty 2899.993921 = -814855.488565
  nChanged 17
		SP:Iteration 20F (85987.210000 sec): 3 clusters
  Score: Raw -817758.134751 + Penalty 2899.993921 = -814858.140830
  nChanged 16
		SP:Iteration 21Q (85987.420000 sec): 3 clusters
  Score: Raw -817760.111947 + Penalty 2899.993921 = -814860.118025
  nChanged 11
		SP:Iteration 22Q (85987.640000 sec): 3 clusters
  Score: Raw -817762.215465 + Penalty 2899.993921 = -814862.221544
  nChanged 8
		SP:Iteration 23Q (85987.810000 sec): 3 clusters
  Score: Raw -817763.443287 + Penalty 2899.993921 = -814863.449365
  nChanged 11
		SP:Iteration 24Q (85987.990000 sec): 3 clusters
  Score: Raw -817765.148348 + Penalty 2899.993921 = -814865.154427
  nChanged 15
		SP:Iteration 25Q (85988.190000 sec): 3 clusters
  Score: Raw -817767.262081 + Penalty 2899.993921 = -814867.268160
  nChanged 14
		SP:Iteration 26Q (85988.390000 sec): 3 clusters
  Score: Raw -817768.863196 + Penalty 2899.993921 = -814868.869275
  nChanged 12
		SP:Iteration 27Q (85988.570000 sec): 3 clusters
  Score: Raw -817770.578032 + Penalty 2899.993921 = -814870.584110
  nChanged 8
		SP:Iteration 28Q (85988.780000 sec): 3 clusters
  Score: Raw -817771.832004 + Penalty 2899.993921 = -814871.838082
  nChanged 9
		SP:Iteration 29Q (85989.030000 sec): 3 clusters
  Score: Raw -817772.856452 + Penalty 2899.993921 = -814872.862531
  nChanged 3
		SP:Iteration 30Q (85989.210000 sec): 3 clusters
  Score: Raw -817773.315359 + Penalty 2899.993921 = -814873.321438
  nChanged 1
		SP:Iteration 31Q (85989.410000 sec): 3 clusters
  Score: Raw -817773.447808 + Penalty 2899.993921 = -814873.453886
  nChanged 1
		SP:Iteration 32Q (85989.610000 sec): 3 clusters
  Score: Raw -817773.602438 + Penalty 2899.993921 = -814873.608516
  nChanged 1
		SP:Iteration 33Q (85989.820000 sec): 3 clusters
  Score: Raw -817773.854652 + Penalty 2899.993921 = -814873.860730
  nChanged 1
		SP:Iteration 34Q (85990.060000 sec): 3 clusters
  Score: Raw -817773.904293 + Penalty 2899.993921 = -814873.910372
  nChanged 1
		SP:Iteration 35Q (85990.220000 sec): 3 clusters
  Score: Raw -817774.003962 + Penalty 2899.993921 = -814874.010040
  nChanged 0
		SP:Iteration 36F (85990.430000 sec): 3 clusters
  Score: Raw -817774.003962 + Penalty 2899.993921 = -814874.010040
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85990.540000 sec): 2 clusters
  Score: Raw -351288.124549 + Penalty 1311.013632 = -349977.110917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85990.770000 sec): 3 clusters
  Score: Raw -349777.614324 + Penalty 2622.027264 = -347155.587060
  nChanged 1212
		SP:Iteration 1F (85990.910000 sec): 3 clusters
  Score: Raw -350472.465575 + Penalty 2622.027264 = -347850.438311
  nChanged 262
		SP:Iteration 2F (85991.130000 sec): 3 clusters
  Score: Raw -350647.539800 + Penalty 2622.027264 = -348025.512536
  nChanged 160
		SP:Iteration 3F (85991.290000 sec): 3 clusters
  Score: Raw -350739.375669 + Penalty 2622.027264 = -348117.348405
  nChanged 126
		SP:Iteration 4Q (85991.450000 sec): 3 clusters
  Score: Raw -350813.813437 + Penalty 2622.027264 = -348191.786174
  nChanged 94
		SP:Iteration 5Q (85991.620000 sec): 3 clusters
  Score: Raw -350865.801992 + Penalty 2622.027264 = -348243.774729
  nChanged 81
		SP:Iteration 6Q (85991.780000 sec): 3 clusters
  Score: Raw -350909.264669 + Penalty 2622.027264 = -348287.237406
  nChanged 76
		SP:Iteration 7Q (85991.930000 sec): 3 clusters
  Score: Raw -350956.945832 + Penalty 2622.027264 = -348334.918568
  nChanged 64
		SP:Iteration 8Q (85992.130000 sec): 3 clusters
  Score: Raw -350989.845749 + Penalty 2622.027264 = -348367.818485
  nChanged 51
		SP:Iteration 9Q (85992.340000 sec): 3 clusters
  Score: Raw -351018.333713 + Penalty 2622.027264 = -348396.306450
  nChanged 47
		SP:Iteration 10Q (85992.500000 sec): 3 clusters
  Score: Raw -351040.362542 + Penalty 2622.027264 = -348418.335278
  nChanged 49
		SP:Iteration 11Q (85992.700000 sec): 3 clusters
  Score: Raw -351064.501676 + Penalty 2622.027264 = -348442.474413
  nChanged 54
		SP:Iteration 12Q (85992.900000 sec): 3 clusters
  Score: Raw -351089.262964 + Penalty 2622.027264 = -348467.235700
  nChanged 47
		SP:Iteration 13Q (85993.060000 sec): 3 clusters
  Score: Raw -351110.727235 + Penalty 2622.027264 = -348488.699972
  nChanged 43
		SP:Iteration 14Q (85993.210000 sec): 3 clusters
  Score: Raw -351130.409005 + Penalty 2622.027264 = -348508.381741
  nChanged 52
		SP:Iteration 15Q (85993.360000 sec): 3 clusters
  Score: Raw -351149.794089 + Penalty 2622.027264 = -348527.766826
  nChanged 45
		SP:Iteration 16Q (85993.560000 sec): 3 clusters
  Score: Raw -351167.675157 + Penalty 2622.027264 = -348545.647893
  nChanged 47
		SP:Iteration 17Q (85993.720000 sec): 3 clusters
  Score: Raw -351190.986590 + Penalty 2622.027264 = -348568.959327
  nChanged 43
		SP:Iteration 18Q (85993.860000 sec): 3 clusters
  Score: Raw -351208.233903 + Penalty 2622.027264 = -348586.206639
  nChanged 26
		SP:Iteration 19Q (85994.080000 sec): 3 clusters
  Score: Raw -351216.372387 + Penalty 2622.027264 = -348594.345124
  nChanged 26
		SP:Iteration 20F (85994.240000 sec): 3 clusters
  Score: Raw -351227.542690 + Penalty 2622.027264 = -348605.515427
  nChanged 30
		SP:Iteration 21Q (85994.390000 sec): 3 clusters
  Score: Raw -351239.700392 + Penalty 2622.027264 = -348617.673128
  nChanged 32
		SP:Iteration 22Q (85994.530000 sec): 3 clusters
  Score: Raw -351250.512552 + Penalty 2622.027264 = -348628.485288
  nChanged 25
		SP:Iteration 23Q (85994.670000 sec): 3 clusters
  Score: Raw -351258.533362 + Penalty 2622.027264 = -348636.506099
  nChanged 20
		SP:Iteration 24Q (85994.820000 sec): 3 clusters
  Score: Raw -351264.983996 + Penalty 2622.027264 = -348642.956732
  nChanged 19
		SP:Iteration 25Q (85994.980000 sec): 3 clusters
  Score: Raw -351273.214079 + Penalty 2622.027264 = -348651.186815
  nChanged 28
		SP:Iteration 26Q (85995.180000 sec): 3 clusters
  Score: Raw -351284.484634 + Penalty 2622.027264 = -348662.457370
  nChanged 27
		SP:Iteration 27Q (85995.350000 sec): 3 clusters
  Score: Raw -351295.934799 + Penalty 2622.027264 = -348673.907536
  nChanged 24
		SP:Iteration 28Q (85995.540000 sec): 3 clusters
  Score: Raw -351303.911504 + Penalty 2622.027264 = -348681.884240
  nChanged 20
		SP:Iteration 29Q (85995.740000 sec): 3 clusters
  Score: Raw -351311.031002 + Penalty 2622.027264 = -348689.003739
  nChanged 22
		SP:Iteration 30Q (85995.890000 sec): 3 clusters
  Score: Raw -351318.990176 + Penalty 2622.027264 = -348696.962912
  nChanged 20
		SP:Iteration 31Q (85996.110000 sec): 3 clusters
  Score: Raw -351324.849174 + Penalty 2622.027264 = -348702.821910
  nChanged 13
		SP:Iteration 32Q (85996.300000 sec): 3 clusters
  Score: Raw -351328.910044 + Penalty 2622.027264 = -348706.882780
  nChanged 7
		SP:Iteration 33Q (85996.470000 sec): 3 clusters
  Score: Raw -351330.857189 + Penalty 2622.027264 = -348708.829925
  nChanged 6
		SP:Iteration 34Q (85996.710000 sec): 3 clusters
  Score: Raw -351332.789317 + Penalty 2622.027264 = -348710.762053
  nChanged 7
		SP:Iteration 35Q (85996.870000 sec): 3 clusters
  Score: Raw -351334.747544 + Penalty 2622.027264 = -348712.720280
  nChanged 5
		SP:Iteration 36Q (85997.040000 sec): 3 clusters
  Score: Raw -351335.985810 + Penalty 2622.027264 = -348713.958546
  nChanged 7
		SP:Iteration 37Q (85997.200000 sec): 3 clusters
  Score: Raw -351339.628380 + Penalty 2622.027264 = -348717.601116
  nChanged 6
		SP:Iteration 38Q (85997.400000 sec): 3 clusters
  Score: Raw -351341.526137 + Penalty 2622.027264 = -348719.498873
  nChanged 5
		SP:Iteration 39Q (85997.600000 sec): 3 clusters
  Score: Raw -351342.611180 + Penalty 2622.027264 = -348720.583917
  nChanged 4
		SP:Iteration 40F (85997.740000 sec): 3 clusters
  Score: Raw -351343.423015 + Penalty 2622.027264 = -348721.395751
  nChanged 5
		SP:Iteration 41Q (85997.890000 sec): 3 clusters
  Score: Raw -351344.683993 + Penalty 2622.027264 = -348722.656729
  nChanged 5
		SP:Iteration 42Q (85998.110000 sec): 3 clusters
  Score: Raw -351346.243077 + Penalty 2622.027264 = -348724.215814
  nChanged 7
		SP:Iteration 43Q (85998.260000 sec): 3 clusters
  Score: Raw -351348.464584 + Penalty 2622.027264 = -348726.437320
  nChanged 10
		SP:Iteration 44Q (85998.450000 sec): 3 clusters
  Score: Raw -351352.762270 + Penalty 2622.027264 = -348730.735007
  nChanged 10
		SP:Iteration 45Q (85998.670000 sec): 3 clusters
  Score: Raw -351356.683189 + Penalty 2622.027264 = -348734.655925
  nChanged 14
		SP:Iteration 46Q (85998.850000 sec): 3 clusters
  Score: Raw -351362.257925 + Penalty 2622.027264 = -348740.230661
  nChanged 15
		SP:Iteration 47Q (85999.030000 sec): 3 clusters
  Score: Raw -351367.904108 + Penalty 2622.027264 = -348745.876844
  nChanged 15
		SP:Iteration 48Q (85999.180000 sec): 3 clusters
  Score: Raw -351374.747686 + Penalty 2622.027264 = -348752.720423
  nChanged 22
		SP:Iteration 49Q (85999.380000 sec): 3 clusters
  Score: Raw -351384.434094 + Penalty 2622.027264 = -348762.406831
  nChanged 21
		SP:Iteration 50Q (85999.520000 sec): 3 clusters
  Score: Raw -351395.600183 + Penalty 2622.027264 = -348773.572919
  nChanged 22
		SP:Iteration 51Q (85999.710000 sec): 3 clusters
  Score: Raw -351412.218837 + Penalty 2622.027264 = -348790.191574
  nChanged 30
		SP:Iteration 52Q (85999.890000 sec): 3 clusters
  Score: Raw -351442.486974 + Penalty 2622.027264 = -348820.459710
  nChanged 34
		SP:Iteration 53Q (86000.080000 sec): 3 clusters
  Score: Raw -351474.023697 + Penalty 2622.027264 = -348851.996434
  nChanged 47
		SP:Iteration 54Q (86000.260000 sec): 3 clusters
  Score: Raw -351547.646222 + Penalty 2622.027264 = -348925.618958
  nChanged 55
		SP:Iteration 55Q (86000.410000 sec): 3 clusters
  Score: Raw -351634.801871 + Penalty 2622.027264 = -349012.774608
  nChanged 61
		SP:Iteration 56Q (86000.560000 sec): 3 clusters
  Score: Raw -351698.790778 + Penalty 2622.027264 = -349076.763514
  nChanged 50
		SP:Iteration 57Q (86000.720000 sec): 3 clusters
  Score: Raw -351745.811144 + Penalty 2622.027264 = -349123.783880
  nChanged 40
		SP:Iteration 58Q (86000.900000 sec): 3 clusters
  Score: Raw -351774.848278 + Penalty 2622.027264 = -349152.821014
  nChanged 33
		SP:Iteration 59Q (86001.060000 sec): 3 clusters
  Score: Raw -351799.091155 + Penalty 2622.027264 = -349177.063891
  nChanged 21
		SP:Iteration 60F (86001.230000 sec): 3 clusters
  Score: Raw -351813.301695 + Penalty 2622.027264 = -349191.274431
  nChanged 13
		SP:Iteration 61Q (86001.400000 sec): 3 clusters
  Score: Raw -351820.730644 + Penalty 2622.027264 = -349198.703380
  nChanged 8
		SP:Iteration 62Q (86001.550000 sec): 3 clusters
  Score: Raw -351823.079391 + Penalty 2622.027264 = -349201.052127
  nChanged 3
		SP:Iteration 63Q (86001.780000 sec): 3 clusters
  Score: Raw -351824.036076 + Penalty 2622.027264 = -349202.008812
  nChanged 2
		SP:Iteration 64Q (86001.950000 sec): 3 clusters
  Score: Raw -351824.363547 + Penalty 2622.027264 = -349202.336284
  nChanged 0
		SP:Iteration 65F (86002.100000 sec): 3 clusters
  Score: Raw -351824.363547 + Penalty 2622.027264 = -349202.336284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86002.220000 sec): 2 clusters
  Score: Raw -12638.043000 + Penalty 832.644147 = -11805.398853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86002.370000 sec): 3 clusters
  Score: Raw -12903.877202 + Penalty 1665.288293 = -11238.588909
  nChanged 30
		SP:Iteration 1F (86002.530000 sec): 3 clusters
  Score: Raw -13044.559750 + Penalty 1665.288293 = -11379.271457
  nChanged 4
		SP:Iteration 2Q (86002.700000 sec): 3 clusters
  Score: Raw -13055.880553 + Penalty 1665.288293 = -11390.592260
  nChanged 2
		SP:Iteration 3Q (86002.880000 sec): 3 clusters
  Score: Raw -13057.256865 + Penalty 1665.288293 = -11391.968572
  nChanged 1
		SP:Iteration 4Q (86003.080000 sec): 3 clusters
  Score: Raw -13059.706075 + Penalty 1665.288293 = -11394.417782
  nChanged 0
		SP:Iteration 5F (86003.280000 sec): 3 clusters
  Score: Raw -13059.706075 + Penalty 1665.288293 = -11394.417782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86003.360000 sec): 2 clusters
  Score: Raw -843286.393583 + Penalty 1455.302250 = -841831.091333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86003.580000 sec): 3 clusters
  Score: Raw -838941.967561 + Penalty 2910.604500 = -836031.363061
  nChanged 3295
		SP:Iteration 1F (86003.770000 sec): 3 clusters
  Score: Raw -840782.915227 + Penalty 2910.604500 = -837872.310727
  nChanged 523
		SP:Iteration 2F (86004.020000 sec): 3 clusters
  Score: Raw -841050.189820 + Penalty 2910.604500 = -838139.585320
  nChanged 442
		SP:Iteration 3F (86004.210000 sec): 3 clusters
  Score: Raw -841277.165873 + Penalty 2910.604500 = -838366.561373
  nChanged 425
		SP:Iteration 4F (86004.440000 sec): 3 clusters
  Score: Raw -841567.792316 + Penalty 2910.604500 = -838657.187816
  nChanged 483
		SP:Iteration 5F (86004.650000 sec): 3 clusters
  Score: Raw -841992.682676 + Penalty 2910.604500 = -839082.078176
  nChanged 553
		SP:Iteration 6F (86004.840000 sec): 3 clusters
  Score: Raw -842599.295198 + Penalty 2910.604500 = -839688.690698
  nChanged 580
		SP:Iteration 7F (86005.040000 sec): 3 clusters
  Score: Raw -843150.221757 + Penalty 2910.604500 = -840239.617257
  nChanged 434
		SP:Iteration 8F (86005.250000 sec): 3 clusters
  Score: Raw -843491.160356 + Penalty 2910.604500 = -840580.555856
  nChanged 338
		SP:Iteration 9Q (86005.470000 sec): 3 clusters
  Score: Raw -843710.685777 + Penalty 2910.604500 = -840800.081277
  nChanged 206
		SP:Iteration 10Q (86005.640000 sec): 3 clusters
  Score: Raw -843820.944904 + Penalty 2910.604500 = -840910.340404
  nChanged 147
		SP:Iteration 11Q (86005.880000 sec): 3 clusters
  Score: Raw -843883.276750 + Penalty 2910.604500 = -840972.672250
  nChanged 98
		SP:Iteration 12Q (86006.060000 sec): 3 clusters
  Score: Raw -843923.270199 + Penalty 2910.604500 = -841012.665699
  nChanged 85
		SP:Iteration 13Q (86006.270000 sec): 3 clusters
  Score: Raw -843950.854864 + Penalty 2910.604500 = -841040.250364
  nChanged 55
		SP:Iteration 14Q (86006.460000 sec): 3 clusters
  Score: Raw -843967.975275 + Penalty 2910.604500 = -841057.370775
  nChanged 56
		SP:Iteration 15Q (86006.660000 sec): 3 clusters
  Score: Raw -843982.247242 + Penalty 2910.604500 = -841071.642742
  nChanged 35
		SP:Iteration 16Q (86006.870000 sec): 3 clusters
  Score: Raw -843990.764735 + Penalty 2910.604500 = -841080.160235
  nChanged 33
		SP:Iteration 17Q (86007.080000 sec): 3 clusters
  Score: Raw -843998.690299 + Penalty 2910.604500 = -841088.085799
  nChanged 31
		SP:Iteration 18Q (86007.280000 sec): 3 clusters
  Score: Raw -844005.534276 + Penalty 2910.604500 = -841094.929776
  nChanged 24
		SP:Iteration 19Q (86007.440000 sec): 3 clusters
  Score: Raw -844010.543498 + Penalty 2910.604500 = -841099.938998
  nChanged 19
		SP:Iteration 20F (86007.700000 sec): 3 clusters
  Score: Raw -844014.842057 + Penalty 2910.604500 = -841104.237557
  nChanged 19
		SP:Iteration 21Q (86007.870000 sec): 3 clusters
  Score: Raw -844018.013358 + Penalty 2910.604500 = -841107.408858
  nChanged 9
		SP:Iteration 22Q (86008.070000 sec): 3 clusters
  Score: Raw -844019.568543 + Penalty 2910.604500 = -841108.964043
  nChanged 10
		SP:Iteration 23Q (86008.270000 sec): 3 clusters
  Score: Raw -844021.484222 + Penalty 2910.604500 = -841110.879722
  nChanged 7
		SP:Iteration 24Q (86008.470000 sec): 3 clusters
  Score: Raw -844022.653630 + Penalty 2910.604500 = -841112.049130
  nChanged 6
		SP:Iteration 25Q (86008.680000 sec): 3 clusters
  Score: Raw -844023.847503 + Penalty 2910.604500 = -841113.243003
  nChanged 6
		SP:Iteration 26Q (86008.920000 sec): 3 clusters
  Score: Raw -844025.124124 + Penalty 2910.604500 = -841114.519624
  nChanged 4
		SP:Iteration 27Q (86009.120000 sec): 3 clusters
  Score: Raw -844026.031491 + Penalty 2910.604500 = -841115.426991
  nChanged 4
		SP:Iteration 28Q (86009.320000 sec): 3 clusters
  Score: Raw -844026.897807 + Penalty 2910.604500 = -841116.293307
  nChanged 8
		SP:Iteration 29Q (86009.490000 sec): 3 clusters
  Score: Raw -844027.880597 + Penalty 2910.604500 = -841117.276097
  nChanged 3
		SP:Iteration 30Q (86009.720000 sec): 3 clusters
  Score: Raw -844028.472293 + Penalty 2910.604500 = -841117.867793
  nChanged 3
		SP:Iteration 31Q (86009.900000 sec): 3 clusters
  Score: Raw -844028.929211 + Penalty 2910.604500 = -841118.324711
  nChanged 3
		SP:Iteration 32Q (86010.160000 sec): 3 clusters
  Score: Raw -844029.477086 + Penalty 2910.604500 = -841118.872586
  nChanged 3
		SP:Iteration 33Q (86010.390000 sec): 3 clusters
  Score: Raw -844030.097266 + Penalty 2910.604500 = -841119.492766
  nChanged 3
		SP:Iteration 34Q (86010.610000 sec): 3 clusters
  Score: Raw -844030.994051 + Penalty 2910.604500 = -841120.389552
  nChanged 3
		SP:Iteration 35Q (86010.800000 sec): 3 clusters
  Score: Raw -844031.549133 + Penalty 2910.604500 = -841120.944633
  nChanged 3
		SP:Iteration 36Q (86010.990000 sec): 3 clusters
  Score: Raw -844032.015693 + Penalty 2910.604500 = -841121.411193
  nChanged 2
		SP:Iteration 37Q (86011.210000 sec): 3 clusters
  Score: Raw -844032.377718 + Penalty 2910.604500 = -841121.773218
  nChanged 0
		SP:Iteration 38F (86011.410000 sec): 3 clusters
  Score: Raw -844032.377718 + Penalty 2910.604500 = -841121.773218
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86011.480000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86011.660000 sec): 3 clusters
  Score: Raw -22236.969496 + Penalty 1758.784967 = -20478.184529
  nChanged 32
		SP:Iteration 1F (86011.840000 sec): 3 clusters
  Score: Raw -22314.464567 + Penalty 1758.784967 = -20555.679600
  nChanged 10
		SP:Iteration 2Q (86012.010000 sec): 3 clusters
  Score: Raw -22343.947031 + Penalty 1758.784967 = -20585.162064
  nChanged 5
		SP:Iteration 3Q (86012.190000 sec): 3 clusters
  Score: Raw -22356.649249 + Penalty 1758.784967 = -20597.864282
  nChanged 4
		SP:Iteration 4Q (86012.410000 sec): 3 clusters
  Score: Raw -22364.513229 + Penalty 1758.784967 = -20605.728262
  nChanged 3
		SP:Iteration 5Q (86012.560000 sec): 3 clusters
  Score: Raw -22368.090478 + Penalty 1758.784967 = -20609.305511
  nChanged 2
		SP:Iteration 6Q (86012.710000 sec): 3 clusters
  Score: Raw -22371.428773 + Penalty 1758.784967 = -20612.643807
  nChanged 4
		SP:Iteration 7Q (86012.900000 sec): 3 clusters
  Score: Raw -22385.602278 + Penalty 1758.784967 = -20626.817311
  nChanged 5
		SP:Iteration 8Q (86013.090000 sec): 3 clusters
  Score: Raw -22399.625825 + Penalty 1758.784967 = -20640.840858
  nChanged 5
		SP:Iteration 9Q (86013.230000 sec): 3 clusters
  Score: Raw -22412.912421 + Penalty 1758.784967 = -20654.127454
  nChanged 4
		SP:Iteration 10Q (86013.410000 sec): 3 clusters
  Score: Raw -22425.374796 + Penalty 1758.784967 = -20666.589830
  nChanged 2
		SP:Iteration 11Q (86013.590000 sec): 3 clusters
  Score: Raw -22431.762516 + Penalty 1758.784967 = -20672.977549
  nChanged 1
		SP:Iteration 12Q (86013.750000 sec): 3 clusters
  Score: Raw -22436.176029 + Penalty 1758.784967 = -20677.391062
  nChanged 1
		SP:Iteration 13Q (86013.950000 sec): 3 clusters
  Score: Raw -22440.938417 + Penalty 1758.784967 = -20682.153450
  nChanged 1
		SP:Iteration 14Q (86014.070000 sec): 3 clusters
  Score: Raw -22445.703598 + Penalty 1758.784967 = -20686.918631
  nChanged 1
		SP:Iteration 15Q (86014.240000 sec): 3 clusters
  Score: Raw -22449.947110 + Penalty 1758.784967 = -20691.162143
  nChanged 2
		SP:Iteration 16Q (86014.420000 sec): 3 clusters
  Score: Raw -22457.724406 + Penalty 1758.784967 = -20698.939439
  nChanged 0
		SP:Iteration 17F (86014.590000 sec): 3 clusters
  Score: Raw -22457.724406 + Penalty 1758.784967 = -20698.939439
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86014.940000 sec): 2 clusters
  Score: Raw -4911940.524211 + Penalty 1740.024103 = -4910200.500109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86015.370000 sec): 3 clusters
  Score: Raw -4883705.581874 + Penalty 3480.048205 = -4880225.533669
  nChanged 20884
		SP:Iteration 1F (86015.790000 sec): 3 clusters
  Score: Raw -4895632.978210 + Penalty 3480.048205 = -4892152.930005
  nChanged 1934
		SP:Iteration 2Q (86016.210000 sec): 3 clusters
  Score: Raw -4896319.072198 + Penalty 3480.048205 = -4892839.023993
  nChanged 2030
		SP:Iteration 3Q (86016.630000 sec): 3 clusters
  Score: Raw -4897126.029300 + Penalty 3480.048205 = -4893645.981095
  nChanged 2124
		SP:Iteration 4Q (86017.030000 sec): 3 clusters
  Score: Raw -4898043.205928 + Penalty 3480.048205 = -4894563.157723
  nChanged 2242
		SP:Iteration 5F (86017.420000 sec): 3 clusters
  Score: Raw -4899147.443026 + Penalty 3480.048205 = -4895667.394821
  nChanged 2453
		SP:Iteration 6F (86017.810000 sec): 3 clusters
  Score: Raw -4900525.751155 + Penalty 3480.048205 = -4897045.702950
  nChanged 2570
		SP:Iteration 7F (86018.230000 sec): 3 clusters
  Score: Raw -4902223.101452 + Penalty 3480.048205 = -4898743.053246
  nChanged 2619
		SP:Iteration 8F (86018.650000 sec): 3 clusters
  Score: Raw -4904003.199034 + Penalty 3480.048205 = -4900523.150829
  nChanged 2256
		SP:Iteration 9F (86019.060000 sec): 3 clusters
  Score: Raw -4905279.093592 + Penalty 3480.048205 = -4901799.045386
  nChanged 1677
		SP:Iteration 10Q (86019.490000 sec): 3 clusters
  Score: Raw -4905962.795944 + Penalty 3480.048205 = -4902482.747739
  nChanged 1224
		SP:Iteration 11Q (86019.900000 sec): 3 clusters
  Score: Raw -4906322.130536 + Penalty 3480.048205 = -4902842.082331
  nChanged 778
		SP:Iteration 12Q (86020.300000 sec): 3 clusters
  Score: Raw -4906510.374516 + Penalty 3480.048205 = -4903030.326311
  nChanged 628
		SP:Iteration 13Q (86020.710000 sec): 3 clusters
  Score: Raw -4906668.337308 + Penalty 3480.048205 = -4903188.289103
  nChanged 576
		SP:Iteration 14Q (86021.140000 sec): 3 clusters
  Score: Raw -4906807.810143 + Penalty 3480.048205 = -4903327.761938
  nChanged 589
		SP:Iteration 15Q (86021.570000 sec): 3 clusters
  Score: Raw -4906960.626633 + Penalty 3480.048205 = -4903480.578428
  nChanged 581
		SP:Iteration 16Q (86021.990000 sec): 3 clusters
  Score: Raw -4907111.648605 + Penalty 3480.048205 = -4903631.600400
  nChanged 571
		SP:Iteration 17Q (86022.380000 sec): 3 clusters
  Score: Raw -4907258.889467 + Penalty 3480.048205 = -4903778.841262
  nChanged 608
		SP:Iteration 18Q (86022.760000 sec): 3 clusters
  Score: Raw -4907427.973007 + Penalty 3480.048205 = -4903947.924802
  nChanged 592
		SP:Iteration 19Q (86023.090000 sec): 3 clusters
  Score: Raw -4907591.581737 + Penalty 3480.048205 = -4904111.533532
  nChanged 580
		SP:Iteration 20F (86023.480000 sec): 3 clusters
  Score: Raw -4907744.637704 + Penalty 3480.048205 = -4904264.589499
  nChanged 598
		SP:Iteration 21Q (86023.830000 sec): 3 clusters
  Score: Raw -4907914.653195 + Penalty 3480.048205 = -4904434.604990
  nChanged 606
		SP:Iteration 22Q (86024.210000 sec): 3 clusters
  Score: Raw -4908097.602151 + Penalty 3480.048205 = -4904617.553946
  nChanged 642
		SP:Iteration 23Q (86024.660000 sec): 3 clusters
  Score: Raw -4908298.498662 + Penalty 3480.048205 = -4904818.450457
  nChanged 614
		SP:Iteration 24Q (86025.090000 sec): 3 clusters
  Score: Raw -4908496.329530 + Penalty 3480.048205 = -4905016.281324
  nChanged 606
		SP:Iteration 25Q (86025.510000 sec): 3 clusters
  Score: Raw -4908683.281369 + Penalty 3480.048205 = -4905203.233164
  nChanged 585
		SP:Iteration 26Q (86025.920000 sec): 3 clusters
  Score: Raw -4908872.249806 + Penalty 3480.048205 = -4905392.201601
  nChanged 551
		SP:Iteration 27Q (86026.380000 sec): 3 clusters
  Score: Raw -4909058.493862 + Penalty 3480.048205 = -4905578.445657
  nChanged 611
		SP:Iteration 28Q (86026.860000 sec): 3 clusters
  Score: Raw -4909287.027024 + Penalty 3480.048205 = -4905806.978819
  nChanged 606
		SP:Iteration 29Q (86027.320000 sec): 3 clusters
  Score: Raw -4909538.270349 + Penalty 3480.048205 = -4906058.222144
  nChanged 595
		SP:Iteration 30Q (86027.750000 sec): 3 clusters
  Score: Raw -4909796.396378 + Penalty 3480.048205 = -4906316.348173
  nChanged 577
		SP:Iteration 31Q (86028.200000 sec): 3 clusters
  Score: Raw -4910051.893559 + Penalty 3480.048205 = -4906571.845354
  nChanged 549
		SP:Iteration 32Q (86028.620000 sec): 3 clusters
  Score: Raw -4910281.873615 + Penalty 3480.048205 = -4906801.825410
  nChanged 494
		SP:Iteration 33Q (86029.060000 sec): 3 clusters
  Score: Raw -4910463.526588 + Penalty 3480.048205 = -4906983.478383
  nChanged 477
		SP:Iteration 34Q (86029.410000 sec): 3 clusters
  Score: Raw -4910619.798970 + Penalty 3480.048205 = -4907139.750765
  nChanged 386
		SP:Iteration 35Q (86029.870000 sec): 3 clusters
  Score: Raw -4910732.084990 + Penalty 3480.048205 = -4907252.036784
  nChanged 392
		SP:Iteration 36Q (86030.260000 sec): 3 clusters
  Score: Raw -4910841.076457 + Penalty 3480.048205 = -4907361.028252
  nChanged 307
		SP:Iteration 37Q (86030.660000 sec): 3 clusters
  Score: Raw -4910923.148883 + Penalty 3480.048205 = -4907443.100678
  nChanged 296
		SP:Iteration 38Q (86031.090000 sec): 3 clusters
  Score: Raw -4911002.380445 + Penalty 3480.048205 = -4907522.332240
  nChanged 286
		SP:Iteration 39Q (86031.500000 sec): 3 clusters
  Score: Raw -4911077.947304 + Penalty 3480.048205 = -4907597.899099
  nChanged 287
		SP:Iteration 40F (86031.930000 sec): 3 clusters
  Score: Raw -4911160.787196 + Penalty 3480.048205 = -4907680.738991
  nChanged 263
		SP:Iteration 41Q (86032.350000 sec): 3 clusters
  Score: Raw -4911237.863426 + Penalty 3480.048205 = -4907757.815220
  nChanged 245
		SP:Iteration 42Q (86032.770000 sec): 3 clusters
  Score: Raw -4911308.806724 + Penalty 3480.048205 = -4907828.758519
  nChanged 241
		SP:Iteration 43Q (86033.190000 sec): 3 clusters
  Score: Raw -4911379.546795 + Penalty 3480.048205 = -4907899.498589
  nChanged 237
		SP:Iteration 44Q (86033.610000 sec): 3 clusters
  Score: Raw -4911445.557650 + Penalty 3480.048205 = -4907965.509445
  nChanged 224
		SP:Iteration 45Q (86034.010000 sec): 3 clusters
  Score: Raw -4911509.426687 + Penalty 3480.048205 = -4908029.378482
  nChanged 213
		SP:Iteration 46Q (86034.430000 sec): 3 clusters
  Score: Raw -4911571.077715 + Penalty 3480.048205 = -4908091.029510
  nChanged 213
		SP:Iteration 47Q (86034.840000 sec): 3 clusters
  Score: Raw -4911636.892726 + Penalty 3480.048205 = -4908156.844521
  nChanged 196
		SP:Iteration 48Q (86035.300000 sec): 3 clusters
  Score: Raw -4911695.536126 + Penalty 3480.048205 = -4908215.487921
  nChanged 182
		SP:Iteration 49Q (86035.710000 sec): 3 clusters
  Score: Raw -4911747.826572 + Penalty 3480.048205 = -4908267.778367
  nChanged 179
		SP:Iteration 50Q (86036.160000 sec): 3 clusters
  Score: Raw -4911797.248387 + Penalty 3480.048205 = -4908317.200181
  nChanged 157
		SP:Iteration 51Q (86036.580000 sec): 3 clusters
  Score: Raw -4911840.262384 + Penalty 3480.048205 = -4908360.214178
  nChanged 139
		SP:Iteration 52Q (86037.010000 sec): 3 clusters
  Score: Raw -4911881.792504 + Penalty 3480.048205 = -4908401.744299
  nChanged 119
		SP:Iteration 53Q (86037.420000 sec): 3 clusters
  Score: Raw -4911913.625023 + Penalty 3480.048205 = -4908433.576818
  nChanged 115
		SP:Iteration 54Q (86037.890000 sec): 3 clusters
  Score: Raw -4911941.821720 + Penalty 3480.048205 = -4908461.773515
  nChanged 92
		SP:Iteration 55Q (86038.390000 sec): 3 clusters
  Score: Raw -4911967.031697 + Penalty 3480.048205 = -4908486.983492
  nChanged 105
		SP:Iteration 56Q (86038.810000 sec): 3 clusters
  Score: Raw -4912000.804699 + Penalty 3480.048205 = -4908520.756494
  nChanged 106
		SP:Iteration 57Q (86039.240000 sec): 3 clusters
  Score: Raw -4912030.797052 + Penalty 3480.048205 = -4908550.748846
  nChanged 98
		SP:Iteration 58Q (86039.620000 sec): 3 clusters
  Score: Raw -4912059.824254 + Penalty 3480.048205 = -4908579.776049
  nChanged 91
		SP:Iteration 59Q (86040.030000 sec): 3 clusters
  Score: Raw -4912084.282399 + Penalty 3480.048205 = -4908604.234194
  nChanged 99
		SP:Iteration 60F (86040.430000 sec): 3 clusters
  Score: Raw -4912113.633908 + Penalty 3480.048205 = -4908633.585703
  nChanged 92
		SP:Iteration 61Q (86040.810000 sec): 3 clusters
  Score: Raw -4912144.121170 + Penalty 3480.048205 = -4908664.072964
  nChanged 83
		SP:Iteration 62Q (86041.220000 sec): 3 clusters
  Score: Raw -4912171.411426 + Penalty 3480.048205 = -4908691.363221
  nChanged 79
		SP:Iteration 63Q (86041.640000 sec): 3 clusters
  Score: Raw -4912200.061937 + Penalty 3480.048205 = -4908720.013731
  nChanged 72
		SP:Iteration 64Q (86042.040000 sec): 3 clusters
  Score: Raw -4912226.369417 + Penalty 3480.048205 = -4908746.321211
  nChanged 73
		SP:Iteration 65Q (86042.460000 sec): 3 clusters
  Score: Raw -4912258.097879 + Penalty 3480.048205 = -4908778.049674
  nChanged 73
		SP:Iteration 66Q (86042.820000 sec): 3 clusters
  Score: Raw -4912290.719525 + Penalty 3480.048205 = -4908810.671319
  nChanged 77
		SP:Iteration 67Q (86043.190000 sec): 3 clusters
  Score: Raw -4912329.622474 + Penalty 3480.048205 = -4908849.574269
  nChanged 80
		SP:Iteration 68Q (86043.590000 sec): 3 clusters
  Score: Raw -4912373.692389 + Penalty 3480.048205 = -4908893.644184
  nChanged 84
		SP:Iteration 69Q (86043.990000 sec): 3 clusters
  Score: Raw -4912416.637404 + Penalty 3480.048205 = -4908936.589199
  nChanged 64
		SP:Iteration 70Q (86044.350000 sec): 3 clusters
  Score: Raw -4912445.268085 + Penalty 3480.048205 = -4908965.219880
  nChanged 58
		SP:Iteration 71Q (86044.710000 sec): 3 clusters
  Score: Raw -4912469.062850 + Penalty 3480.048205 = -4908989.014645
  nChanged 50
		SP:Iteration 72Q (86045.100000 sec): 3 clusters
  Score: Raw -4912490.488278 + Penalty 3480.048205 = -4909010.440073
  nChanged 53
		SP:Iteration 73Q (86045.500000 sec): 3 clusters
  Score: Raw -4912512.371196 + Penalty 3480.048205 = -4909032.322991
  nChanged 40
		SP:Iteration 74Q (86045.910000 sec): 3 clusters
  Score: Raw -4912526.112906 + Penalty 3480.048205 = -4909046.064701
  nChanged 30
		SP:Iteration 75Q (86046.310000 sec): 3 clusters
  Score: Raw -4912537.354036 + Penalty 3480.048205 = -4909057.305831
  nChanged 26
		SP:Iteration 76Q (86046.720000 sec): 3 clusters
  Score: Raw -4912544.179926 + Penalty 3480.048205 = -4909064.131721
  nChanged 21
		SP:Iteration 77Q (86047.110000 sec): 3 clusters
  Score: Raw -4912547.580987 + Penalty 3480.048205 = -4909067.532782
  nChanged 11
		SP:Iteration 78Q (86047.430000 sec): 3 clusters
  Score: Raw -4912550.026734 + Penalty 3480.048205 = -4909069.978529
  nChanged 14
		SP:Iteration 79Q (86047.820000 sec): 3 clusters
  Score: Raw -4912553.539511 + Penalty 3480.048205 = -4909073.491306
  nChanged 16
		SP:Iteration 80F (86048.180000 sec): 3 clusters
  Score: Raw -4912558.192300 + Penalty 3480.048205 = -4909078.144095
  nChanged 16
		SP:Iteration 81Q (86048.530000 sec): 3 clusters
  Score: Raw -4912562.028811 + Penalty 3480.048205 = -4909081.980606
  nChanged 12
		SP:Iteration 82Q (86048.900000 sec): 3 clusters
  Score: Raw -4912565.548050 + Penalty 3480.048205 = -4909085.499845
  nChanged 11
		SP:Iteration 83Q (86049.290000 sec): 3 clusters
  Score: Raw -4912568.519178 + Penalty 3480.048205 = -4909088.470973
  nChanged 4
		SP:Iteration 84Q (86049.620000 sec): 3 clusters
  Score: Raw -4912569.453460 + Penalty 3480.048205 = -4909089.405255
  nChanged 5
		SP:Iteration 85Q (86049.970000 sec): 3 clusters
  Score: Raw -4912570.728990 + Penalty 3480.048205 = -4909090.680785
  nChanged 5
		SP:Iteration 86Q (86050.290000 sec): 3 clusters
  Score: Raw -4912571.803074 + Penalty 3480.048205 = -4909091.754869
  nChanged 8
		SP:Iteration 87Q (86050.660000 sec): 3 clusters
  Score: Raw -4912573.425646 + Penalty 3480.048205 = -4909093.377441
  nChanged 5
		SP:Iteration 88Q (86051.000000 sec): 3 clusters
  Score: Raw -4912574.443709 + Penalty 3480.048205 = -4909094.395504
  nChanged 4
		SP:Iteration 89Q (86051.340000 sec): 3 clusters
  Score: Raw -4912576.188505 + Penalty 3480.048205 = -4909096.140299
  nChanged 8
		SP:Iteration 90Q (86051.640000 sec): 3 clusters
  Score: Raw -4912578.538105 + Penalty 3480.048205 = -4909098.489900
  nChanged 9
		SP:Iteration 91Q (86051.990000 sec): 3 clusters
  Score: Raw -4912581.672314 + Penalty 3480.048205 = -4909101.624109
  nChanged 9
		SP:Iteration 92Q (86052.370000 sec): 3 clusters
  Score: Raw -4912583.611960 + Penalty 3480.048205 = -4909103.563755
  nChanged 5
		SP:Iteration 93Q (86052.690000 sec): 3 clusters
  Score: Raw -4912584.167954 + Penalty 3480.048205 = -4909104.119749
  nChanged 1
		SP:Iteration 94Q (86053.030000 sec): 3 clusters
  Score: Raw -4912584.240036 + Penalty 3480.048205 = -4909104.191831
  nChanged 0
		SP:Iteration 95F (86053.410000 sec): 3 clusters
  Score: Raw -4912584.240036 + Penalty 3480.048205 = -4909104.191831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86053.530000 sec): 2 clusters
  Score: Raw -814922.287640 + Penalty 1447.222849 = -813475.064790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86053.770000 sec): 3 clusters
  Score: Raw -810909.795542 + Penalty 2894.445699 = -808015.349843
  nChanged 3125
		SP:Iteration 1F (86053.970000 sec): 3 clusters
  Score: Raw -812769.886325 + Penalty 2894.445699 = -809875.440626
  nChanged 608
		SP:Iteration 2F (86054.160000 sec): 3 clusters
  Score: Raw -813283.689218 + Penalty 2894.445699 = -810389.243519
  nChanged 663
		SP:Iteration 3F (86054.380000 sec): 3 clusters
  Score: Raw -813884.094860 + Penalty 2894.445699 = -810989.649161
  nChanged 569
		SP:Iteration 4F (86054.550000 sec): 3 clusters
  Score: Raw -814354.232982 + Penalty 2894.445699 = -811459.787283
  nChanged 429
		SP:Iteration 5F (86054.770000 sec): 3 clusters
  Score: Raw -814631.457616 + Penalty 2894.445699 = -811737.011917
  nChanged 310
		SP:Iteration 6Q (86054.960000 sec): 3 clusters
  Score: Raw -814786.245319 + Penalty 2894.445699 = -811891.799620
  nChanged 205
		SP:Iteration 7Q (86055.180000 sec): 3 clusters
  Score: Raw -814872.613679 + Penalty 2894.445699 = -811978.167981
  nChanged 150
		SP:Iteration 8Q (86055.370000 sec): 3 clusters
  Score: Raw -814926.656623 + Penalty 2894.445699 = -812032.210924
  nChanged 115
		SP:Iteration 9Q (86055.600000 sec): 3 clusters
  Score: Raw -814965.630056 + Penalty 2894.445699 = -812071.184357
  nChanged 78
		SP:Iteration 10Q (86055.810000 sec): 3 clusters
  Score: Raw -814984.584771 + Penalty 2894.445699 = -812090.139072
  nChanged 55
		SP:Iteration 11Q (86056.010000 sec): 3 clusters
  Score: Raw -814998.482180 + Penalty 2894.445699 = -812104.036481
  nChanged 40
		SP:Iteration 12Q (86056.190000 sec): 3 clusters
  Score: Raw -815008.426660 + Penalty 2894.445699 = -812113.980961
  nChanged 35
		SP:Iteration 13Q (86056.360000 sec): 3 clusters
  Score: Raw -815016.327212 + Penalty 2894.445699 = -812121.881513
  nChanged 25
		SP:Iteration 14Q (86056.550000 sec): 3 clusters
  Score: Raw -815021.054135 + Penalty 2894.445699 = -812126.608437
  nChanged 21
		SP:Iteration 15Q (86056.780000 sec): 3 clusters
  Score: Raw -815025.534864 + Penalty 2894.445699 = -812131.089165
  nChanged 17
		SP:Iteration 16Q (86056.970000 sec): 3 clusters
  Score: Raw -815029.294123 + Penalty 2894.445699 = -812134.848424
  nChanged 7
		SP:Iteration 17Q (86057.150000 sec): 3 clusters
  Score: Raw -815030.226932 + Penalty 2894.445699 = -812135.781233
  nChanged 7
		SP:Iteration 18Q (86057.350000 sec): 3 clusters
  Score: Raw -815031.279020 + Penalty 2894.445699 = -812136.833322
  nChanged 4
		SP:Iteration 19Q (86057.570000 sec): 3 clusters
  Score: Raw -815031.859701 + Penalty 2894.445699 = -812137.414002
  nChanged 3
		SP:Iteration 20F (86057.760000 sec): 3 clusters
  Score: Raw -815032.323209 + Penalty 2894.445699 = -812137.877510
  nChanged 2
		SP:Iteration 21Q (86057.980000 sec): 3 clusters
  Score: Raw -815032.678110 + Penalty 2894.445699 = -812138.232411
  nChanged 2
		SP:Iteration 22Q (86058.140000 sec): 3 clusters
  Score: Raw -815032.935563 + Penalty 2894.445699 = -812138.489864
  nChanged 2
		SP:Iteration 23Q (86058.320000 sec): 3 clusters
  Score: Raw -815033.280998 + Penalty 2894.445699 = -812138.835300
  nChanged 2
		SP:Iteration 24Q (86058.540000 sec): 3 clusters
  Score: Raw -815033.608231 + Penalty 2894.445699 = -812139.162533
  nChanged 0
		SP:Iteration 25F (86058.710000 sec): 3 clusters
  Score: Raw -815033.608231 + Penalty 2894.445699 = -812139.162533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86058.800000 sec): 2 clusters
  Score: Raw -919243.982397 + Penalty 1462.558469 = -917781.423928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86059.060000 sec): 3 clusters
  Score: Raw -914716.230778 + Penalty 2925.116937 = -911791.113841
  nChanged 3480
		SP:Iteration 1F (86059.230000 sec): 3 clusters
  Score: Raw -916630.580805 + Penalty 2925.116937 = -913705.463867
  nChanged 534
		SP:Iteration 2F (86059.430000 sec): 3 clusters
  Score: Raw -916907.037127 + Penalty 2925.116937 = -913981.920190
  nChanged 455
		SP:Iteration 3F (86059.630000 sec): 3 clusters
  Score: Raw -917121.269717 + Penalty 2925.116937 = -914196.152779
  nChanged 412
		SP:Iteration 4F (86059.840000 sec): 3 clusters
  Score: Raw -917315.814615 + Penalty 2925.116937 = -914390.697677
  nChanged 364
		SP:Iteration 5Q (86060.000000 sec): 3 clusters
  Score: Raw -917486.059821 + Penalty 2925.116937 = -914560.942884
  nChanged 326
		SP:Iteration 6Q (86060.210000 sec): 3 clusters
  Score: Raw -917622.969532 + Penalty 2925.116937 = -914697.852595
  nChanged 245
		SP:Iteration 7Q (86060.380000 sec): 3 clusters
  Score: Raw -917719.296260 + Penalty 2925.116937 = -914794.179322
  nChanged 228
		SP:Iteration 8Q (86060.600000 sec): 3 clusters
  Score: Raw -917801.481984 + Penalty 2925.116937 = -914876.365046
  nChanged 211
		SP:Iteration 9Q (86060.840000 sec): 3 clusters
  Score: Raw -917873.062831 + Penalty 2925.116937 = -914947.945894
  nChanged 195
		SP:Iteration 10Q (86061.030000 sec): 3 clusters
  Score: Raw -917937.294167 + Penalty 2925.116937 = -915012.177230
  nChanged 185
		SP:Iteration 11Q (86061.220000 sec): 3 clusters
  Score: Raw -917997.584805 + Penalty 2925.116937 = -915072.467867
  nChanged 148
		SP:Iteration 12Q (86061.480000 sec): 3 clusters
  Score: Raw -918043.823046 + Penalty 2925.116937 = -915118.706108
  nChanged 135
		SP:Iteration 13Q (86061.660000 sec): 3 clusters
  Score: Raw -918083.146210 + Penalty 2925.116937 = -915158.029273
  nChanged 121
		SP:Iteration 14Q (86061.860000 sec): 3 clusters
  Score: Raw -918113.577551 + Penalty 2925.116937 = -915188.460614
  nChanged 85
		SP:Iteration 15Q (86062.110000 sec): 3 clusters
  Score: Raw -918134.280662 + Penalty 2925.116937 = -915209.163725
  nChanged 82
		SP:Iteration 16Q (86062.290000 sec): 3 clusters
  Score: Raw -918153.395360 + Penalty 2925.116937 = -915228.278423
  nChanged 70
		SP:Iteration 17Q (86062.550000 sec): 3 clusters
  Score: Raw -918171.208512 + Penalty 2925.116937 = -915246.091574
  nChanged 67
		SP:Iteration 18Q (86062.780000 sec): 3 clusters
  Score: Raw -918187.059012 + Penalty 2925.116937 = -915261.942075
  nChanged 59
		SP:Iteration 19Q (86062.930000 sec): 3 clusters
  Score: Raw -918202.623199 + Penalty 2925.116937 = -915277.506262
  nChanged 68
		SP:Iteration 20F (86063.150000 sec): 3 clusters
  Score: Raw -918217.385846 + Penalty 2925.116937 = -915292.268909
  nChanged 42
		SP:Iteration 21Q (86063.400000 sec): 3 clusters
  Score: Raw -918225.621878 + Penalty 2925.116937 = -915300.504941
  nChanged 44
		SP:Iteration 22Q (86063.570000 sec): 3 clusters
  Score: Raw -918234.107880 + Penalty 2925.116937 = -915308.990943
  nChanged 46
		SP:Iteration 23Q (86063.820000 sec): 3 clusters
  Score: Raw -918242.566612 + Penalty 2925.116937 = -915317.449674
  nChanged 44
		SP:Iteration 24Q (86064.030000 sec): 3 clusters
  Score: Raw -918251.275226 + Penalty 2925.116937 = -915326.158289
  nChanged 44
		SP:Iteration 25Q (86064.220000 sec): 3 clusters
  Score: Raw -918260.283846 + Penalty 2925.116937 = -915335.166908
  nChanged 52
		SP:Iteration 26Q (86064.470000 sec): 3 clusters
  Score: Raw -918274.674374 + Penalty 2925.116937 = -915349.557436
  nChanged 52
		SP:Iteration 27Q (86064.660000 sec): 3 clusters
  Score: Raw -918284.943484 + Penalty 2925.116937 = -915359.826547
  nChanged 52
		SP:Iteration 28Q (86064.880000 sec): 3 clusters
  Score: Raw -918296.996921 + Penalty 2925.116937 = -915371.879984
  nChanged 54
		SP:Iteration 29Q (86065.060000 sec): 3 clusters
  Score: Raw -918309.918173 + Penalty 2925.116937 = -915384.801235
  nChanged 56
		SP:Iteration 30Q (86065.280000 sec): 3 clusters
  Score: Raw -918320.790400 + Penalty 2925.116937 = -915395.673463
  nChanged 55
		SP:Iteration 31Q (86065.460000 sec): 3 clusters
  Score: Raw -918330.907251 + Penalty 2925.116937 = -915405.790314
  nChanged 49
		SP:Iteration 32Q (86065.660000 sec): 3 clusters
  Score: Raw -918339.172646 + Penalty 2925.116937 = -915414.055709
  nChanged 41
		SP:Iteration 33Q (86065.880000 sec): 3 clusters
  Score: Raw -918345.375856 + Penalty 2925.116937 = -915420.258918
  nChanged 37
		SP:Iteration 34Q (86066.090000 sec): 3 clusters
  Score: Raw -918350.213960 + Penalty 2925.116937 = -915425.097023
  nChanged 33
		SP:Iteration 35Q (86066.280000 sec): 3 clusters
  Score: Raw -918354.879867 + Penalty 2925.116937 = -915429.762929
  nChanged 35
		SP:Iteration 36Q (86066.510000 sec): 3 clusters
  Score: Raw -918360.742911 + Penalty 2925.116937 = -915435.625973
  nChanged 41
		SP:Iteration 37Q (86066.700000 sec): 3 clusters
  Score: Raw -918368.327961 + Penalty 2925.116937 = -915443.211024
  nChanged 44
		SP:Iteration 38Q (86066.940000 sec): 3 clusters
  Score: Raw -918375.640385 + Penalty 2925.116937 = -915450.523448
  nChanged 41
		SP:Iteration 39Q (86067.110000 sec): 3 clusters
  Score: Raw -918383.529151 + Penalty 2925.116937 = -915458.412213
  nChanged 43
		SP:Iteration 40F (86067.350000 sec): 3 clusters
  Score: Raw -918390.432778 + Penalty 2925.116937 = -915465.315840
  nChanged 40
		SP:Iteration 41Q (86067.550000 sec): 3 clusters
  Score: Raw -918397.654215 + Penalty 2925.116937 = -915472.537278
  nChanged 49
		SP:Iteration 42Q (86067.720000 sec): 3 clusters
  Score: Raw -918408.410818 + Penalty 2925.116937 = -915483.293880
  nChanged 47
		SP:Iteration 43Q (86067.900000 sec): 3 clusters
  Score: Raw -918419.589760 + Penalty 2925.116937 = -915494.472822
  nChanged 51
		SP:Iteration 44Q (86068.150000 sec): 3 clusters
  Score: Raw -918430.555166 + Penalty 2925.116937 = -915505.438229
  nChanged 46
		SP:Iteration 45Q (86068.330000 sec): 3 clusters
  Score: Raw -918438.976564 + Penalty 2925.116937 = -915513.859626
  nChanged 49
		SP:Iteration 46Q (86068.580000 sec): 3 clusters
  Score: Raw -918448.064524 + Penalty 2925.116937 = -915522.947586
  nChanged 44
		SP:Iteration 47Q (86068.760000 sec): 3 clusters
  Score: Raw -918455.647550 + Penalty 2925.116937 = -915530.530612
  nChanged 43
		SP:Iteration 48Q (86068.980000 sec): 3 clusters
  Score: Raw -918462.046212 + Penalty 2925.116937 = -915536.929274
  nChanged 41
		SP:Iteration 49Q (86069.210000 sec): 3 clusters
  Score: Raw -918468.047653 + Penalty 2925.116937 = -915542.930716
  nChanged 38
		SP:Iteration 50Q (86069.450000 sec): 3 clusters
  Score: Raw -918474.100589 + Penalty 2925.116937 = -915548.983651
  nChanged 34
		SP:Iteration 51Q (86069.640000 sec): 3 clusters
  Score: Raw -918479.636132 + Penalty 2925.116937 = -915554.519195
  nChanged 30
		SP:Iteration 52Q (86069.890000 sec): 3 clusters
  Score: Raw -918485.184442 + Penalty 2925.116937 = -915560.067505
  nChanged 38
		SP:Iteration 53Q (86070.070000 sec): 3 clusters
  Score: Raw -918494.547712 + Penalty 2925.116937 = -915569.430774
  nChanged 56
		SP:Iteration 54Q (86070.280000 sec): 3 clusters
  Score: Raw -918507.440627 + Penalty 2925.116937 = -915582.323690
  nChanged 64
		SP:Iteration 55Q (86070.460000 sec): 3 clusters
  Score: Raw -918520.895030 + Penalty 2925.116937 = -915595.778092
  nChanged 53
		SP:Iteration 56Q (86070.670000 sec): 3 clusters
  Score: Raw -918531.844613 + Penalty 2925.116937 = -915606.727676
  nChanged 61
		SP:Iteration 57Q (86070.850000 sec): 3 clusters
  Score: Raw -918546.558175 + Penalty 2925.116937 = -915621.441238
  nChanged 59
		SP:Iteration 58Q (86071.030000 sec): 3 clusters
  Score: Raw -918562.091993 + Penalty 2925.116937 = -915636.975056
  nChanged 69
		SP:Iteration 59Q (86071.190000 sec): 3 clusters
  Score: Raw -918582.931141 + Penalty 2925.116937 = -915657.814204
  nChanged 78
		SP:Iteration 60F (86071.420000 sec): 3 clusters
  Score: Raw -918603.483896 + Penalty 2925.116937 = -915678.366959
  nChanged 87
		SP:Iteration 61Q (86071.620000 sec): 3 clusters
  Score: Raw -918629.397500 + Penalty 2925.116937 = -915704.280563
  nChanged 82
		SP:Iteration 62Q (86071.830000 sec): 3 clusters
  Score: Raw -918654.936841 + Penalty 2925.116937 = -915729.819904
  nChanged 88
		SP:Iteration 63Q (86072.040000 sec): 3 clusters
  Score: Raw -918682.498810 + Penalty 2925.116937 = -915757.381873
  nChanged 85
		SP:Iteration 64Q (86072.280000 sec): 3 clusters
  Score: Raw -918707.564687 + Penalty 2925.116937 = -915782.447749
  nChanged 77
		SP:Iteration 65Q (86072.490000 sec): 3 clusters
  Score: Raw -918728.083822 + Penalty 2925.116937 = -915802.966885
  nChanged 74
		SP:Iteration 66Q (86072.700000 sec): 3 clusters
  Score: Raw -918750.336346 + Penalty 2925.116937 = -915825.219409
  nChanged 69
		SP:Iteration 67Q (86072.910000 sec): 3 clusters
  Score: Raw -918774.011845 + Penalty 2925.116937 = -915848.894908
  nChanged 80
		SP:Iteration 68Q (86073.090000 sec): 3 clusters
  Score: Raw -918801.859385 + Penalty 2925.116937 = -915876.742447
  nChanged 68
		SP:Iteration 69Q (86073.300000 sec): 3 clusters
  Score: Raw -918827.423914 + Penalty 2925.116937 = -915902.306976
  nChanged 80
		SP:Iteration 70Q (86073.530000 sec): 3 clusters
  Score: Raw -918856.566094 + Penalty 2925.116937 = -915931.449156
  nChanged 79
		SP:Iteration 71Q (86073.690000 sec): 3 clusters
  Score: Raw -918881.665891 + Penalty 2925.116937 = -915956.548954
  nChanged 71
		SP:Iteration 72Q (86073.900000 sec): 3 clusters
  Score: Raw -918905.364042 + Penalty 2925.116937 = -915980.247104
  nChanged 68
		SP:Iteration 73Q (86074.160000 sec): 3 clusters
  Score: Raw -918928.846321 + Penalty 2925.116937 = -916003.729384
  nChanged 83
		SP:Iteration 74Q (86074.350000 sec): 3 clusters
  Score: Raw -918959.026265 + Penalty 2925.116937 = -916033.909327
  nChanged 89
		SP:Iteration 75Q (86074.530000 sec): 3 clusters
  Score: Raw -918995.258637 + Penalty 2925.116937 = -916070.141700
  nChanged 96
		SP:Iteration 76Q (86074.740000 sec): 3 clusters
  Score: Raw -919041.038997 + Penalty 2925.116937 = -916115.922060
  nChanged 86
		SP:Iteration 77Q (86074.980000 sec): 3 clusters
  Score: Raw -919082.516229 + Penalty 2925.116937 = -916157.399292
  nChanged 83
		SP:Iteration 78Q (86075.170000 sec): 3 clusters
  Score: Raw -919119.566293 + Penalty 2925.116937 = -916194.449355
  nChanged 70
		SP:Iteration 79Q (86075.400000 sec): 3 clusters
  Score: Raw -919155.686270 + Penalty 2925.116937 = -916230.569333
  nChanged 67
		SP:Iteration 80F (86075.560000 sec): 3 clusters
  Score: Raw -919186.805123 + Penalty 2925.116937 = -916261.688185
  nChanged 64
		SP:Iteration 81Q (86075.710000 sec): 3 clusters
  Score: Raw -919217.657633 + Penalty 2925.116937 = -916292.540696
  nChanged 56
		SP:Iteration 82Q (86075.940000 sec): 3 clusters
  Score: Raw -919241.866166 + Penalty 2925.116937 = -916316.749229
  nChanged 47
		SP:Iteration 83Q (86076.150000 sec): 3 clusters
  Score: Raw -919264.560642 + Penalty 2925.116937 = -916339.443704
  nChanged 41
		SP:Iteration 84Q (86076.360000 sec): 3 clusters
  Score: Raw -919289.239278 + Penalty 2925.116937 = -916364.122341
  nChanged 37
		SP:Iteration 85Q (86076.570000 sec): 3 clusters
  Score: Raw -919311.641324 + Penalty 2925.116937 = -916386.524387
  nChanged 32
		SP:Iteration 86Q (86076.790000 sec): 3 clusters
  Score: Raw -919330.732475 + Penalty 2925.116937 = -916405.615538
  nChanged 28
		SP:Iteration 87Q (86076.990000 sec): 3 clusters
  Score: Raw -919346.874557 + Penalty 2925.116937 = -916421.757620
  nChanged 28
		SP:Iteration 88Q (86077.200000 sec): 3 clusters
  Score: Raw -919359.669167 + Penalty 2925.116937 = -916434.552229
  nChanged 18
		SP:Iteration 89Q (86077.380000 sec): 3 clusters
  Score: Raw -919366.800295 + Penalty 2925.116937 = -916441.683358
  nChanged 16
		SP:Iteration 90Q (86077.580000 sec): 3 clusters
  Score: Raw -919373.861846 + Penalty 2925.116937 = -916448.744909
  nChanged 8
		SP:Iteration 91Q (86077.820000 sec): 3 clusters
  Score: Raw -919376.443843 + Penalty 2925.116937 = -916451.326905
  nChanged 8
		SP:Iteration 92Q (86078.040000 sec): 3 clusters
  Score: Raw -919379.395253 + Penalty 2925.116937 = -916454.278316
  nChanged 8
		SP:Iteration 93Q (86078.210000 sec): 3 clusters
  Score: Raw -919383.203529 + Penalty 2925.116937 = -916458.086591
  nChanged 7
		SP:Iteration 94Q (86078.440000 sec): 3 clusters
  Score: Raw -919385.976423 + Penalty 2925.116937 = -916460.859486
  nChanged 4
		SP:Iteration 95Q (86078.620000 sec): 3 clusters
  Score: Raw -919387.304666 + Penalty 2925.116937 = -916462.187729
  nChanged 0
		SP:Iteration 96F (86078.780000 sec): 3 clusters
  Score: Raw -919387.304666 + Penalty 2925.116937 = -916462.187729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86078.950000 sec): 2 clusters
  Score: Raw -1058377.913271 + Penalty 1488.396458 = -1056889.516813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86079.150000 sec): 3 clusters
  Score: Raw -1053006.701834 + Penalty 2976.792916 = -1050029.908919
  nChanged 4132
		SP:Iteration 1F (86079.360000 sec): 3 clusters
  Score: Raw -1055281.749260 + Penalty 2976.792916 = -1052304.956344
  nChanged 577
		SP:Iteration 2F (86079.510000 sec): 3 clusters
  Score: Raw -1055508.487406 + Penalty 2976.792916 = -1052531.694491
  nChanged 440
		SP:Iteration 3Q (86079.700000 sec): 3 clusters
  Score: Raw -1055670.626470 + Penalty 2976.792916 = -1052693.833555
  nChanged 371
		SP:Iteration 4Q (86079.920000 sec): 3 clusters
  Score: Raw -1055800.419220 + Penalty 2976.792916 = -1052823.626304
  nChanged 295
		SP:Iteration 5Q (86080.180000 sec): 3 clusters
  Score: Raw -1055909.931402 + Penalty 2976.792916 = -1052933.138487
  nChanged 299
		SP:Iteration 6Q (86080.380000 sec): 3 clusters
  Score: Raw -1056032.185450 + Penalty 2976.792916 = -1053055.392535
  nChanged 335
		SP:Iteration 7Q (86080.590000 sec): 3 clusters
  Score: Raw -1056185.354879 + Penalty 2976.792916 = -1053208.561964
  nChanged 400
		SP:Iteration 8Q (86080.810000 sec): 3 clusters
  Score: Raw -1056412.788390 + Penalty 2976.792916 = -1053435.995475
  nChanged 439
		SP:Iteration 9Q (86081.010000 sec): 3 clusters
  Score: Raw -1056691.112420 + Penalty 2976.792916 = -1053714.319505
  nChanged 457
		SP:Iteration 10Q (86081.250000 sec): 3 clusters
  Score: Raw -1057021.385524 + Penalty 2976.792916 = -1054044.592608
  nChanged 452
		SP:Iteration 11Q (86081.530000 sec): 3 clusters
  Score: Raw -1057388.591149 + Penalty 2976.792916 = -1054411.798234
  nChanged 411
		SP:Iteration 12Q (86081.740000 sec): 3 clusters
  Score: Raw -1057782.391997 + Penalty 2976.792916 = -1054805.599082
  nChanged 328
		SP:Iteration 13Q (86081.960000 sec): 3 clusters
  Score: Raw -1058112.554336 + Penalty 2976.792916 = -1055135.761420
  nChanged 198
		SP:Iteration 14Q (86082.160000 sec): 3 clusters
  Score: Raw -1058298.408462 + Penalty 2976.792916 = -1055321.615546
  nChanged 131
		SP:Iteration 15Q (86082.370000 sec): 3 clusters
  Score: Raw -1058428.711704 + Penalty 2976.792916 = -1055451.918788
  nChanged 62
		SP:Iteration 16Q (86082.610000 sec): 3 clusters
  Score: Raw -1058493.681016 + Penalty 2976.792916 = -1055516.888100
  nChanged 49
		SP:Iteration 17Q (86082.800000 sec): 3 clusters
  Score: Raw -1058543.512803 + Penalty 2976.792916 = -1055566.719888
  nChanged 30
		SP:Iteration 18Q (86083.020000 sec): 3 clusters
  Score: Raw -1058576.326182 + Penalty 2976.792916 = -1055599.533266
  nChanged 32
		SP:Iteration 19Q (86083.220000 sec): 3 clusters
  Score: Raw -1058604.553714 + Penalty 2976.792916 = -1055627.760798
  nChanged 14
		SP:Iteration 20F (86083.480000 sec): 3 clusters
  Score: Raw -1058620.370735 + Penalty 2976.792916 = -1055643.577820
  nChanged 17
		SP:Iteration 21Q (86083.680000 sec): 3 clusters
  Score: Raw -1058637.152946 + Penalty 2976.792916 = -1055660.360031
  nChanged 15
		SP:Iteration 22Q (86083.870000 sec): 3 clusters
  Score: Raw -1058652.331487 + Penalty 2976.792916 = -1055675.538572
  nChanged 11
		SP:Iteration 23Q (86084.100000 sec): 3 clusters
  Score: Raw -1058662.584616 + Penalty 2976.792916 = -1055685.791700
  nChanged 9
		SP:Iteration 24Q (86084.330000 sec): 3 clusters
  Score: Raw -1058669.967235 + Penalty 2976.792916 = -1055693.174320
  nChanged 5
		SP:Iteration 25Q (86084.540000 sec): 3 clusters
  Score: Raw -1058675.502227 + Penalty 2976.792916 = -1055698.709311
  nChanged 4
		SP:Iteration 26Q (86084.730000 sec): 3 clusters
  Score: Raw -1058678.733842 + Penalty 2976.792916 = -1055701.940926
  nChanged 3
		SP:Iteration 27Q (86084.970000 sec): 3 clusters
  Score: Raw -1058680.116475 + Penalty 2976.792916 = -1055703.323559
  nChanged 2
		SP:Iteration 28Q (86085.160000 sec): 3 clusters
  Score: Raw -1058681.848945 + Penalty 2976.792916 = -1055705.056029
  nChanged 1
		SP:Iteration 29Q (86085.320000 sec): 3 clusters
  Score: Raw -1058682.739613 + Penalty 2976.792916 = -1055705.946697
  nChanged 1
		SP:Iteration 30Q (86085.500000 sec): 3 clusters
  Score: Raw -1058683.248180 + Penalty 2976.792916 = -1055706.455265
  nChanged 0
		SP:Iteration 31F (86085.650000 sec): 3 clusters
  Score: Raw -1058683.248180 + Penalty 2976.792916 = -1055706.455265
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86085.770000 sec): 2 clusters
  Score: Raw -1252934.440650 + Penalty 1515.183252 = -1251419.257398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86085.980000 sec): 3 clusters
  Score: Raw -1246488.535995 + Penalty 3030.366504 = -1243458.169491
  nChanged 4938
		SP:Iteration 1F (86086.190000 sec): 3 clusters
  Score: Raw -1249121.238693 + Penalty 3030.366504 = -1246090.872189
  nChanged 705
		SP:Iteration 2F (86086.430000 sec): 3 clusters
  Score: Raw -1249425.333334 + Penalty 3030.366504 = -1246394.966830
  nChanged 601
		SP:Iteration 3F (86086.640000 sec): 3 clusters
  Score: Raw -1249676.218869 + Penalty 3030.366504 = -1246645.852365
  nChanged 502
		SP:Iteration 4Q (86086.830000 sec): 3 clusters
  Score: Raw -1249873.003459 + Penalty 3030.366504 = -1246842.636955
  nChanged 456
		SP:Iteration 5Q (86087.070000 sec): 3 clusters
  Score: Raw -1250065.766047 + Penalty 3030.366504 = -1247035.399543
  nChanged 469
		SP:Iteration 6Q (86087.330000 sec): 3 clusters
  Score: Raw -1250267.819041 + Penalty 3030.366504 = -1247237.452537
  nChanged 411
		SP:Iteration 7Q (86087.550000 sec): 3 clusters
  Score: Raw -1250446.905130 + Penalty 3030.366504 = -1247416.538626
  nChanged 415
		SP:Iteration 8Q (86087.770000 sec): 3 clusters
  Score: Raw -1250618.779766 + Penalty 3030.366504 = -1247588.413262
  nChanged 382
		SP:Iteration 9Q (86088.010000 sec): 3 clusters
  Score: Raw -1250761.198953 + Penalty 3030.366504 = -1247730.832449
  nChanged 324
		SP:Iteration 10Q (86088.300000 sec): 3 clusters
  Score: Raw -1250865.217790 + Penalty 3030.366504 = -1247834.851286
  nChanged 281
		SP:Iteration 11Q (86088.530000 sec): 3 clusters
  Score: Raw -1250956.737668 + Penalty 3030.366504 = -1247926.371164
  nChanged 246
		SP:Iteration 12Q (86088.760000 sec): 3 clusters
  Score: Raw -1251030.965439 + Penalty 3030.366504 = -1248000.598935
  nChanged 224
		SP:Iteration 13Q (86089.030000 sec): 3 clusters
  Score: Raw -1251091.295500 + Penalty 3030.366504 = -1248060.928996
  nChanged 180
		SP:Iteration 14Q (86089.260000 sec): 3 clusters
  Score: Raw -1251135.122698 + Penalty 3030.366504 = -1248104.756193
  nChanged 164
		SP:Iteration 15Q (86089.470000 sec): 3 clusters
  Score: Raw -1251176.047437 + Penalty 3030.366504 = -1248145.680933
  nChanged 148
		SP:Iteration 16Q (86089.720000 sec): 3 clusters
  Score: Raw -1251211.440557 + Penalty 3030.366504 = -1248181.074052
  nChanged 136
		SP:Iteration 17Q (86089.920000 sec): 3 clusters
  Score: Raw -1251240.853497 + Penalty 3030.366504 = -1248210.486993
  nChanged 118
		SP:Iteration 18Q (86090.140000 sec): 3 clusters
  Score: Raw -1251268.132146 + Penalty 3030.366504 = -1248237.765642
  nChanged 125
		SP:Iteration 19Q (86090.350000 sec): 3 clusters
  Score: Raw -1251295.938029 + Penalty 3030.366504 = -1248265.571525
  nChanged 113
		SP:Iteration 20F (86090.560000 sec): 3 clusters
  Score: Raw -1251319.018594 + Penalty 3030.366504 = -1248288.652090
  nChanged 112
		SP:Iteration 21Q (86090.790000 sec): 3 clusters
  Score: Raw -1251341.923000 + Penalty 3030.366504 = -1248311.556496
  nChanged 108
		SP:Iteration 22Q (86090.980000 sec): 3 clusters
  Score: Raw -1251362.561798 + Penalty 3030.366504 = -1248332.195293
  nChanged 114
		SP:Iteration 23Q (86091.190000 sec): 3 clusters
  Score: Raw -1251387.729304 + Penalty 3030.366504 = -1248357.362800
  nChanged 114
		SP:Iteration 24Q (86091.410000 sec): 3 clusters
  Score: Raw -1251414.172201 + Penalty 3030.366504 = -1248383.805697
  nChanged 117
		SP:Iteration 25Q (86091.610000 sec): 3 clusters
  Score: Raw -1251443.394008 + Penalty 3030.366504 = -1248413.027504
  nChanged 118
		SP:Iteration 26Q (86091.820000 sec): 3 clusters
  Score: Raw -1251469.875575 + Penalty 3030.366504 = -1248439.509071
  nChanged 119
		SP:Iteration 27Q (86092.040000 sec): 3 clusters
  Score: Raw -1251498.795403 + Penalty 3030.366504 = -1248468.428899
  nChanged 140
		SP:Iteration 28Q (86092.250000 sec): 3 clusters
  Score: Raw -1251537.225749 + Penalty 3030.366504 = -1248506.859245
  nChanged 152
		SP:Iteration 29Q (86092.460000 sec): 3 clusters
  Score: Raw -1251580.930576 + Penalty 3030.366504 = -1248550.564071
  nChanged 157
		SP:Iteration 30Q (86092.650000 sec): 3 clusters
  Score: Raw -1251625.653060 + Penalty 3030.366504 = -1248595.286556
  nChanged 161
		SP:Iteration 31Q (86092.900000 sec): 3 clusters
  Score: Raw -1251678.807665 + Penalty 3030.366504 = -1248648.441160
  nChanged 188
		SP:Iteration 32Q (86093.070000 sec): 3 clusters
  Score: Raw -1251745.279484 + Penalty 3030.366504 = -1248714.912980
  nChanged 196
		SP:Iteration 33Q (86093.330000 sec): 3 clusters
  Score: Raw -1251817.209465 + Penalty 3030.366504 = -1248786.842961
  nChanged 205
		SP:Iteration 34Q (86093.550000 sec): 3 clusters
  Score: Raw -1251890.705600 + Penalty 3030.366504 = -1248860.339096
  nChanged 221
		SP:Iteration 35Q (86093.730000 sec): 3 clusters
  Score: Raw -1251970.075438 + Penalty 3030.366504 = -1248939.708934
  nChanged 224
		SP:Iteration 36Q (86093.970000 sec): 3 clusters
  Score: Raw -1252058.586102 + Penalty 3030.366504 = -1249028.219598
  nChanged 230
		SP:Iteration 37Q (86094.170000 sec): 3 clusters
  Score: Raw -1252149.212992 + Penalty 3030.366504 = -1249118.846487
  nChanged 222
		SP:Iteration 38Q (86094.390000 sec): 3 clusters
  Score: Raw -1252235.029747 + Penalty 3030.366504 = -1249204.663242
  nChanged 210
		SP:Iteration 39Q (86094.630000 sec): 3 clusters
  Score: Raw -1252313.424266 + Penalty 3030.366504 = -1249283.057762
  nChanged 203
		SP:Iteration 40F (86094.830000 sec): 3 clusters
  Score: Raw -1252392.671704 + Penalty 3030.366504 = -1249362.305200
  nChanged 197
		SP:Iteration 41Q (86095.080000 sec): 3 clusters
  Score: Raw -1252476.600426 + Penalty 3030.366504 = -1249446.233922
  nChanged 176
		SP:Iteration 42Q (86095.290000 sec): 3 clusters
  Score: Raw -1252560.300498 + Penalty 3030.366504 = -1249529.933993
  nChanged 170
		SP:Iteration 43Q (86095.520000 sec): 3 clusters
  Score: Raw -1252642.468115 + Penalty 3030.366504 = -1249612.101610
  nChanged 155
		SP:Iteration 44Q (86095.730000 sec): 3 clusters
  Score: Raw -1252726.803161 + Penalty 3030.366504 = -1249696.436657
  nChanged 129
		SP:Iteration 45Q (86095.980000 sec): 3 clusters
  Score: Raw -1252796.040259 + Penalty 3030.366504 = -1249765.673755
  nChanged 125
		SP:Iteration 46Q (86096.210000 sec): 3 clusters
  Score: Raw -1252852.067939 + Penalty 3030.366504 = -1249821.701435
  nChanged 94
		SP:Iteration 47Q (86096.400000 sec): 3 clusters
  Score: Raw -1252890.903196 + Penalty 3030.366504 = -1249860.536692
  nChanged 73
		SP:Iteration 48Q (86096.630000 sec): 3 clusters
  Score: Raw -1252922.476728 + Penalty 3030.366504 = -1249892.110224
  nChanged 77
		SP:Iteration 49Q (86096.840000 sec): 3 clusters
  Score: Raw -1252954.523801 + Penalty 3030.366504 = -1249924.157297
  nChanged 62
		SP:Iteration 50Q (86097.060000 sec): 3 clusters
  Score: Raw -1252984.991627 + Penalty 3030.366504 = -1249954.625123
  nChanged 57
		SP:Iteration 51Q (86097.250000 sec): 3 clusters
  Score: Raw -1253010.058127 + Penalty 3030.366504 = -1249979.691622
  nChanged 68
		SP:Iteration 52Q (86097.450000 sec): 3 clusters
  Score: Raw -1253040.511985 + Penalty 3030.366504 = -1250010.145480
  nChanged 49
		SP:Iteration 53Q (86097.700000 sec): 3 clusters
  Score: Raw -1253061.731713 + Penalty 3030.366504 = -1250031.365209
  nChanged 41
		SP:Iteration 54Q (86097.890000 sec): 3 clusters
  Score: Raw -1253079.121867 + Penalty 3030.366504 = -1250048.755363
  nChanged 34
		SP:Iteration 55Q (86098.090000 sec): 3 clusters
  Score: Raw -1253092.155500 + Penalty 3030.366504 = -1250061.788996
  nChanged 30
		SP:Iteration 56Q (86098.350000 sec): 3 clusters
  Score: Raw -1253104.266186 + Penalty 3030.366504 = -1250073.899682
  nChanged 27
		SP:Iteration 57Q (86098.560000 sec): 3 clusters
  Score: Raw -1253114.332989 + Penalty 3030.366504 = -1250083.966485
  nChanged 23
		SP:Iteration 58Q (86098.740000 sec): 3 clusters
  Score: Raw -1253125.741783 + Penalty 3030.366504 = -1250095.375279
  nChanged 29
		SP:Iteration 59Q (86098.950000 sec): 3 clusters
  Score: Raw -1253138.608365 + Penalty 3030.366504 = -1250108.241861
  nChanged 26
		SP:Iteration 60F (86099.140000 sec): 3 clusters
  Score: Raw -1253148.684374 + Penalty 3030.366504 = -1250118.317870
  nChanged 22
		SP:Iteration 61Q (86099.320000 sec): 3 clusters
  Score: Raw -1253158.357424 + Penalty 3030.366504 = -1250127.990920
  nChanged 22
		SP:Iteration 62Q (86099.520000 sec): 3 clusters
  Score: Raw -1253167.499297 + Penalty 3030.366504 = -1250137.132793
  nChanged 15
		SP:Iteration 63Q (86099.760000 sec): 3 clusters
  Score: Raw -1253173.377026 + Penalty 3030.366504 = -1250143.010522
  nChanged 15
		SP:Iteration 64Q (86099.950000 sec): 3 clusters
  Score: Raw -1253179.859762 + Penalty 3030.366504 = -1250149.493258
  nChanged 12
		SP:Iteration 65Q (86100.170000 sec): 3 clusters
  Score: Raw -1253184.085814 + Penalty 3030.366504 = -1250153.719310
  nChanged 11
		SP:Iteration 66Q (86100.370000 sec): 3 clusters
  Score: Raw -1253189.085627 + Penalty 3030.366504 = -1250158.719123
  nChanged 11
		SP:Iteration 67Q (86100.570000 sec): 3 clusters
  Score: Raw -1253194.557914 + Penalty 3030.366504 = -1250164.191410
  nChanged 11
		SP:Iteration 68Q (86100.790000 sec): 3 clusters
  Score: Raw -1253199.486457 + Penalty 3030.366504 = -1250169.119953
  nChanged 10
		SP:Iteration 69Q (86100.980000 sec): 3 clusters
  Score: Raw -1253204.184201 + Penalty 3030.366504 = -1250173.817697
  nChanged 13
		SP:Iteration 70Q (86101.230000 sec): 3 clusters
  Score: Raw -1253209.440969 + Penalty 3030.366504 = -1250179.074465
  nChanged 8
		SP:Iteration 71Q (86101.390000 sec): 3 clusters
  Score: Raw -1253213.039127 + Penalty 3030.366504 = -1250182.672623
  nChanged 11
		SP:Iteration 72Q (86101.580000 sec): 3 clusters
  Score: Raw -1253219.010961 + Penalty 3030.366504 = -1250188.644457
  nChanged 8
		SP:Iteration 73Q (86101.810000 sec): 3 clusters
  Score: Raw -1253222.478582 + Penalty 3030.366504 = -1250192.112078
  nChanged 6
		SP:Iteration 74Q (86102.040000 sec): 3 clusters
  Score: Raw -1253225.743539 + Penalty 3030.366504 = -1250195.377035
  nChanged 6
		SP:Iteration 75Q (86102.240000 sec): 3 clusters
  Score: Raw -1253227.913781 + Penalty 3030.366504 = -1250197.547277
  nChanged 5
		SP:Iteration 76Q (86102.490000 sec): 3 clusters
  Score: Raw -1253230.494811 + Penalty 3030.366504 = -1250200.128307
  nChanged 10
		SP:Iteration 77Q (86102.690000 sec): 3 clusters
  Score: Raw -1253234.622368 + Penalty 3030.366504 = -1250204.255864
  nChanged 8
		SP:Iteration 78Q (86102.910000 sec): 3 clusters
  Score: Raw -1253237.063965 + Penalty 3030.366504 = -1250206.697461
  nChanged 5
		SP:Iteration 79Q (86103.160000 sec): 3 clusters
  Score: Raw -1253238.934988 + Penalty 3030.366504 = -1250208.568483
  nChanged 4
		SP:Iteration 80F (86103.400000 sec): 3 clusters
  Score: Raw -1253240.022033 + Penalty 3030.366504 = -1250209.655529
  nChanged 3
		SP:Iteration 81Q (86103.600000 sec): 3 clusters
  Score: Raw -1253241.034562 + Penalty 3030.366504 = -1250210.668058
  nChanged 1
		SP:Iteration 82Q (86103.820000 sec): 3 clusters
  Score: Raw -1253241.248777 + Penalty 3030.366504 = -1250210.882273
  nChanged 3
		SP:Iteration 83Q (86104.060000 sec): 3 clusters
  Score: Raw -1253242.096430 + Penalty 3030.366504 = -1250211.729926
  nChanged 2
		SP:Iteration 84Q (86104.260000 sec): 3 clusters
  Score: Raw -1253242.591972 + Penalty 3030.366504 = -1250212.225468
  nChanged 1
		SP:Iteration 85Q (86104.510000 sec): 3 clusters
  Score: Raw -1253242.801041 + Penalty 3030.366504 = -1250212.434537
  nChanged 0
		SP:Iteration 86F (86104.710000 sec): 3 clusters
  Score: Raw -1253242.801041 + Penalty 3030.366504 = -1250212.434537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86104.890000 sec): 2 clusters
  Score: Raw -920493.653697 + Penalty 1468.076826 = -919025.576871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86105.090000 sec): 3 clusters
  Score: Raw -915875.569528 + Penalty 2936.153652 = -912939.415876
  nChanged 3579
		SP:Iteration 1F (86105.280000 sec): 3 clusters
  Score: Raw -918019.032976 + Penalty 2936.153652 = -915082.879325
  nChanged 593
		SP:Iteration 2F (86105.490000 sec): 3 clusters
  Score: Raw -918403.619551 + Penalty 2936.153652 = -915467.465900
  nChanged 561
		SP:Iteration 3F (86105.730000 sec): 3 clusters
  Score: Raw -918808.319432 + Penalty 2936.153652 = -915872.165780
  nChanged 538
		SP:Iteration 4F (86105.950000 sec): 3 clusters
  Score: Raw -919188.416986 + Penalty 2936.153652 = -916252.263335
  nChanged 499
		SP:Iteration 5F (86106.130000 sec): 3 clusters
  Score: Raw -919504.108079 + Penalty 2936.153652 = -916567.954427
  nChanged 423
		SP:Iteration 6F (86106.370000 sec): 3 clusters
  Score: Raw -919768.965082 + Penalty 2936.153652 = -916832.811430
  nChanged 354
		SP:Iteration 7Q (86106.570000 sec): 3 clusters
  Score: Raw -919960.789201 + Penalty 2936.153652 = -917024.635549
  nChanged 262
		SP:Iteration 8Q (86106.760000 sec): 3 clusters
  Score: Raw -920083.225240 + Penalty 2936.153652 = -917147.071588
  nChanged 197
		SP:Iteration 9Q (86106.990000 sec): 3 clusters
  Score: Raw -920151.112860 + Penalty 2936.153652 = -917214.959208
  nChanged 148
		SP:Iteration 10Q (86107.190000 sec): 3 clusters
  Score: Raw -920194.929251 + Penalty 2936.153652 = -917258.775599
  nChanged 114
		SP:Iteration 11Q (86107.380000 sec): 3 clusters
  Score: Raw -920224.959889 + Penalty 2936.153652 = -917288.806238
  nChanged 86
		SP:Iteration 12Q (86107.580000 sec): 3 clusters
  Score: Raw -920245.334006 + Penalty 2936.153652 = -917309.180354
  nChanged 75
		SP:Iteration 13Q (86107.820000 sec): 3 clusters
  Score: Raw -920263.558039 + Penalty 2936.153652 = -917327.404388
  nChanged 66
		SP:Iteration 14Q (86108.050000 sec): 3 clusters
  Score: Raw -920278.730677 + Penalty 2936.153652 = -917342.577026
  nChanged 53
		SP:Iteration 15Q (86108.190000 sec): 3 clusters
  Score: Raw -920289.590352 + Penalty 2936.153652 = -917353.436700
  nChanged 48
		SP:Iteration 16Q (86108.340000 sec): 3 clusters
  Score: Raw -920298.185373 + Penalty 2936.153652 = -917362.031722
  nChanged 46
		SP:Iteration 17Q (86108.510000 sec): 3 clusters
  Score: Raw -920306.498018 + Penalty 2936.153652 = -917370.344366
  nChanged 32
		SP:Iteration 18Q (86108.720000 sec): 3 clusters
  Score: Raw -920311.488395 + Penalty 2936.153652 = -917375.334744
  nChanged 35
		SP:Iteration 19Q (86108.920000 sec): 3 clusters
  Score: Raw -920316.868171 + Penalty 2936.153652 = -917380.714520
  nChanged 29
		SP:Iteration 20F (86109.120000 sec): 3 clusters
  Score: Raw -920321.500543 + Penalty 2936.153652 = -917385.346892
  nChanged 25
		SP:Iteration 21Q (86109.330000 sec): 3 clusters
  Score: Raw -920325.898467 + Penalty 2936.153652 = -917389.744815
  nChanged 28
		SP:Iteration 22Q (86109.530000 sec): 3 clusters
  Score: Raw -920330.675245 + Penalty 2936.153652 = -917394.521594
  nChanged 25
		SP:Iteration 23Q (86109.730000 sec): 3 clusters
  Score: Raw -920334.204766 + Penalty 2936.153652 = -917398.051115
  nChanged 17
		SP:Iteration 24Q (86109.930000 sec): 3 clusters
  Score: Raw -920337.580365 + Penalty 2936.153652 = -917401.426714
  nChanged 20
		SP:Iteration 25Q (86110.090000 sec): 3 clusters
  Score: Raw -920340.988702 + Penalty 2936.153652 = -917404.835050
  nChanged 21
		SP:Iteration 26Q (86110.310000 sec): 3 clusters
  Score: Raw -920344.265444 + Penalty 2936.153652 = -917408.111792
  nChanged 16
		SP:Iteration 27Q (86110.520000 sec): 3 clusters
  Score: Raw -920347.239770 + Penalty 2936.153652 = -917411.086119
  nChanged 26
		SP:Iteration 28Q (86110.710000 sec): 3 clusters
  Score: Raw -920350.850077 + Penalty 2936.153652 = -917414.696426
  nChanged 27
		SP:Iteration 29Q (86110.900000 sec): 3 clusters
  Score: Raw -920354.519907 + Penalty 2936.153652 = -917418.366256
  nChanged 23
		SP:Iteration 30Q (86111.090000 sec): 3 clusters
  Score: Raw -920357.491184 + Penalty 2936.153652 = -917421.337533
  nChanged 18
		SP:Iteration 31Q (86111.300000 sec): 3 clusters
  Score: Raw -920360.494573 + Penalty 2936.153652 = -917424.340921
  nChanged 19
		SP:Iteration 32Q (86111.470000 sec): 3 clusters
  Score: Raw -920363.565014 + Penalty 2936.153652 = -917427.411362
  nChanged 21
		SP:Iteration 33Q (86111.670000 sec): 3 clusters
  Score: Raw -920366.232902 + Penalty 2936.153652 = -917430.079251
  nChanged 17
		SP:Iteration 34Q (86111.900000 sec): 3 clusters
  Score: Raw -920368.477635 + Penalty 2936.153652 = -917432.323984
  nChanged 13
		SP:Iteration 35Q (86112.080000 sec): 3 clusters
  Score: Raw -920370.269333 + Penalty 2936.153652 = -917434.115681
  nChanged 13
		SP:Iteration 36Q (86112.310000 sec): 3 clusters
  Score: Raw -920372.022047 + Penalty 2936.153652 = -917435.868395
  nChanged 17
		SP:Iteration 37Q (86112.500000 sec): 3 clusters
  Score: Raw -920373.938486 + Penalty 2936.153652 = -917437.784835
  nChanged 18
		SP:Iteration 38Q (86112.710000 sec): 3 clusters
  Score: Raw -920376.163713 + Penalty 2936.153652 = -917440.010061
  nChanged 15
		SP:Iteration 39Q (86112.960000 sec): 3 clusters
  Score: Raw -920378.384343 + Penalty 2936.153652 = -917442.230692
  nChanged 23
		SP:Iteration 40F (86113.130000 sec): 3 clusters
  Score: Raw -920382.141015 + Penalty 2936.153652 = -917445.987364
  nChanged 27
		SP:Iteration 41Q (86113.340000 sec): 3 clusters
  Score: Raw -920387.448502 + Penalty 2936.153652 = -917451.294851
  nChanged 25
		SP:Iteration 42Q (86113.540000 sec): 3 clusters
  Score: Raw -920391.092990 + Penalty 2936.153652 = -917454.939338
  nChanged 27
		SP:Iteration 43Q (86113.740000 sec): 3 clusters
  Score: Raw -920396.937532 + Penalty 2936.153652 = -917460.783880
  nChanged 31
		SP:Iteration 44Q (86113.940000 sec): 3 clusters
  Score: Raw -920403.017549 + Penalty 2936.153652 = -917466.863897
  nChanged 32
		SP:Iteration 45Q (86114.140000 sec): 3 clusters
  Score: Raw -920409.656009 + Penalty 2936.153652 = -917473.502357
  nChanged 42
		SP:Iteration 46Q (86114.360000 sec): 3 clusters
  Score: Raw -920418.877616 + Penalty 2936.153652 = -917482.723965
  nChanged 47
		SP:Iteration 47Q (86114.580000 sec): 3 clusters
  Score: Raw -920431.873774 + Penalty 2936.153652 = -917495.720122
  nChanged 71
		SP:Iteration 48Q (86114.790000 sec): 3 clusters
  Score: Raw -920449.205945 + Penalty 2936.153652 = -917513.052293
  nChanged 70
		SP:Iteration 49Q (86115.030000 sec): 3 clusters
  Score: Raw -920467.900864 + Penalty 2936.153652 = -917531.747213
  nChanged 76
		SP:Iteration 50Q (86115.210000 sec): 3 clusters
  Score: Raw -920486.666450 + Penalty 2936.153652 = -917550.512798
  nChanged 70
		SP:Iteration 51Q (86115.380000 sec): 3 clusters
  Score: Raw -920507.970448 + Penalty 2936.153652 = -917571.816797
  nChanged 92
		SP:Iteration 52Q (86115.580000 sec): 3 clusters
  Score: Raw -920535.434903 + Penalty 2936.153652 = -917599.281251
  nChanged 86
		SP:Iteration 53Q (86115.750000 sec): 3 clusters
  Score: Raw -920563.115770 + Penalty 2936.153652 = -917626.962118
  nChanged 88
		SP:Iteration 54Q (86115.940000 sec): 3 clusters
  Score: Raw -920590.051031 + Penalty 2936.153652 = -917653.897380
  nChanged 98
		SP:Iteration 55Q (86116.130000 sec): 3 clusters
  Score: Raw -920621.686492 + Penalty 2936.153652 = -917685.532840
  nChanged 93
		SP:Iteration 56Q (86116.330000 sec): 3 clusters
  Score: Raw -920649.009500 + Penalty 2936.153652 = -917712.855848
  nChanged 90
		SP:Iteration 57Q (86116.580000 sec): 3 clusters
  Score: Raw -920675.889093 + Penalty 2936.153652 = -917739.735441
  nChanged 73
		SP:Iteration 58Q (86116.780000 sec): 3 clusters
  Score: Raw -920696.587956 + Penalty 2936.153652 = -917760.434305
  nChanged 67
		SP:Iteration 59Q (86116.960000 sec): 3 clusters
  Score: Raw -920715.516032 + Penalty 2936.153652 = -917779.362380
  nChanged 64
		SP:Iteration 60F (86117.210000 sec): 3 clusters
  Score: Raw -920732.173336 + Penalty 2936.153652 = -917796.019684
  nChanged 63
		SP:Iteration 61Q (86117.380000 sec): 3 clusters
  Score: Raw -920749.578002 + Penalty 2936.153652 = -917813.424351
  nChanged 60
		SP:Iteration 62Q (86117.550000 sec): 3 clusters
  Score: Raw -920766.938448 + Penalty 2936.153652 = -917830.784797
  nChanged 62
		SP:Iteration 63Q (86117.720000 sec): 3 clusters
  Score: Raw -920786.681561 + Penalty 2936.153652 = -917850.527909
  nChanged 63
		SP:Iteration 64Q (86117.940000 sec): 3 clusters
  Score: Raw -920804.794007 + Penalty 2936.153652 = -917868.640355
  nChanged 63
		SP:Iteration 65Q (86118.110000 sec): 3 clusters
  Score: Raw -920820.689751 + Penalty 2936.153652 = -917884.536099
  nChanged 52
		SP:Iteration 66Q (86118.310000 sec): 3 clusters
  Score: Raw -920833.098507 + Penalty 2936.153652 = -917896.944855
  nChanged 44
		SP:Iteration 67Q (86118.540000 sec): 3 clusters
  Score: Raw -920842.509597 + Penalty 2936.153652 = -917906.355945
  nChanged 29
		SP:Iteration 68Q (86118.730000 sec): 3 clusters
  Score: Raw -920848.024448 + Penalty 2936.153652 = -917911.870796
  nChanged 26
		SP:Iteration 69Q (86118.940000 sec): 3 clusters
  Score: Raw -920853.322100 + Penalty 2936.153652 = -917917.168449
  nChanged 22
		SP:Iteration 70Q (86119.120000 sec): 3 clusters
  Score: Raw -920858.157396 + Penalty 2936.153652 = -917922.003745
  nChanged 19
		SP:Iteration 71Q (86119.350000 sec): 3 clusters
  Score: Raw -920862.941684 + Penalty 2936.153652 = -917926.788033
  nChanged 19
		SP:Iteration 72Q (86119.510000 sec): 3 clusters
  Score: Raw -920866.344739 + Penalty 2936.153652 = -917930.191087
  nChanged 12
		SP:Iteration 73Q (86119.760000 sec): 3 clusters
  Score: Raw -920869.177596 + Penalty 2936.153652 = -917933.023944
  nChanged 18
		SP:Iteration 74Q (86119.910000 sec): 3 clusters
  Score: Raw -920873.040592 + Penalty 2936.153652 = -917936.886940
  nChanged 20
		SP:Iteration 75Q (86120.120000 sec): 3 clusters
  Score: Raw -920876.869624 + Penalty 2936.153652 = -917940.715973
  nChanged 15
		SP:Iteration 76Q (86120.370000 sec): 3 clusters
  Score: Raw -920880.273338 + Penalty 2936.153652 = -917944.119687
  nChanged 20
		SP:Iteration 77Q (86120.550000 sec): 3 clusters
  Score: Raw -920884.769136 + Penalty 2936.153652 = -917948.615485
  nChanged 18
		SP:Iteration 78Q (86120.780000 sec): 3 clusters
  Score: Raw -920888.340222 + Penalty 2936.153652 = -917952.186571
  nChanged 18
		SP:Iteration 79Q (86121.020000 sec): 3 clusters
  Score: Raw -920891.414545 + Penalty 2936.153652 = -917955.260894
  nChanged 15
		SP:Iteration 80F (86121.160000 sec): 3 clusters
  Score: Raw -920894.109463 + Penalty 2936.153652 = -917957.955812
  nChanged 12
		SP:Iteration 81Q (86121.350000 sec): 3 clusters
  Score: Raw -920895.955437 + Penalty 2936.153652 = -917959.801786
  nChanged 12
		SP:Iteration 82Q (86121.580000 sec): 3 clusters
  Score: Raw -920898.415082 + Penalty 2936.153652 = -917962.261431
  nChanged 13
		SP:Iteration 83Q (86121.760000 sec): 3 clusters
  Score: Raw -920900.446020 + Penalty 2936.153652 = -917964.292369
  nChanged 8
		SP:Iteration 84Q (86121.990000 sec): 3 clusters
  Score: Raw -920901.989359 + Penalty 2936.153652 = -917965.835707
  nChanged 9
		SP:Iteration 85Q (86122.160000 sec): 3 clusters
  Score: Raw -920904.209382 + Penalty 2936.153652 = -917968.055730
  nChanged 13
		SP:Iteration 86Q (86122.340000 sec): 3 clusters
  Score: Raw -920907.001131 + Penalty 2936.153652 = -917970.847480
  nChanged 7
		SP:Iteration 87Q (86122.550000 sec): 3 clusters
  Score: Raw -920908.515287 + Penalty 2936.153652 = -917972.361636
  nChanged 8
		SP:Iteration 88Q (86122.770000 sec): 3 clusters
  Score: Raw -920910.129765 + Penalty 2936.153652 = -917973.976113
  nChanged 7
		SP:Iteration 89Q (86122.940000 sec): 3 clusters
  Score: Raw -920912.691799 + Penalty 2936.153652 = -917976.538147
  nChanged 14
		SP:Iteration 90Q (86123.130000 sec): 3 clusters
  Score: Raw -920915.476188 + Penalty 2936.153652 = -917979.322537
  nChanged 13
		SP:Iteration 91Q (86123.310000 sec): 3 clusters
  Score: Raw -920917.591513 + Penalty 2936.153652 = -917981.437861
  nChanged 15
		SP:Iteration 92Q (86123.530000 sec): 3 clusters
  Score: Raw -920920.445053 + Penalty 2936.153652 = -917984.291401
  nChanged 16
		SP:Iteration 93Q (86123.770000 sec): 3 clusters
  Score: Raw -920923.540649 + Penalty 2936.153652 = -917987.386998
  nChanged 12
		SP:Iteration 94Q (86123.950000 sec): 3 clusters
  Score: Raw -920926.287017 + Penalty 2936.153652 = -917990.133365
  nChanged 8
		SP:Iteration 95Q (86124.150000 sec): 3 clusters
  Score: Raw -920927.551416 + Penalty 2936.153652 = -917991.397764
  nChanged 9
		SP:Iteration 96Q (86124.370000 sec): 3 clusters
  Score: Raw -920929.297695 + Penalty 2936.153652 = -917993.144043
  nChanged 15
		SP:Iteration 97Q (86124.580000 sec): 3 clusters
  Score: Raw -920932.376108 + Penalty 2936.153652 = -917996.222457
  nChanged 7
		SP:Iteration 98Q (86124.740000 sec): 3 clusters
  Score: Raw -920933.774305 + Penalty 2936.153652 = -917997.620653
  nChanged 7
		SP:Iteration 99Q (86124.880000 sec): 3 clusters
  Score: Raw -920935.621345 + Penalty 2936.153652 = -917999.467694
  nChanged 6
		SP:Iteration 100F (86125.040000 sec): 3 clusters
  Score: Raw -920936.996949 + Penalty 2936.153652 = -918000.843297
  nChanged 6
		SP:Iteration 101Q (86125.280000 sec): 3 clusters
  Score: Raw -920937.942940 + Penalty 2936.153652 = -918001.789289
  nChanged 7
		SP:Iteration 102Q (86125.480000 sec): 3 clusters
  Score: Raw -920938.875959 + Penalty 2936.153652 = -918002.722307
  nChanged 3
		SP:Iteration 103Q (86125.710000 sec): 3 clusters
  Score: Raw -920939.331187 + Penalty 2936.153652 = -918003.177536
  nChanged 1
		SP:Iteration 104Q (86125.870000 sec): 3 clusters
  Score: Raw -920939.516921 + Penalty 2936.153652 = -918003.363270
  nChanged 2
		SP:Iteration 105Q (86126.100000 sec): 3 clusters
  Score: Raw -920939.774981 + Penalty 2936.153652 = -918003.621329
  nChanged 1
		SP:Iteration 106Q (86126.280000 sec): 3 clusters
  Score: Raw -920939.918944 + Penalty 2936.153652 = -918003.765292
  nChanged 0
		SP:Iteration 107F (86126.500000 sec): 3 clusters
  Score: Raw -920939.918944 + Penalty 2936.153652 = -918003.765292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86126.580000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86126.820000 sec): 3 clusters
  Score: Raw -639549.575761 + Penalty 2822.320359 = -636727.255402
  nChanged 2474
		SP:Iteration 1F (86127.040000 sec): 3 clusters
  Score: Raw -640920.842144 + Penalty 2822.320359 = -638098.521785
  nChanged 423
		SP:Iteration 2F (86127.220000 sec): 3 clusters
  Score: Raw -641132.772355 + Penalty 2822.320359 = -638310.451996
  nChanged 302
		SP:Iteration 3F (86127.390000 sec): 3 clusters
  Score: Raw -641309.232711 + Penalty 2822.320359 = -638486.912352
  nChanged 303
		SP:Iteration 4F (86127.600000 sec): 3 clusters
  Score: Raw -641531.253474 + Penalty 2822.320359 = -638708.933115
  nChanged 319
		SP:Iteration 5F (86127.750000 sec): 3 clusters
  Score: Raw -641768.900386 + Penalty 2822.320359 = -638946.580027
  nChanged 316
		SP:Iteration 6F (86127.960000 sec): 3 clusters
  Score: Raw -641990.379728 + Penalty 2822.320359 = -639168.059369
  nChanged 311
		SP:Iteration 7F (86128.190000 sec): 3 clusters
  Score: Raw -642204.564131 + Penalty 2822.320359 = -639382.243772
  nChanged 293
		SP:Iteration 8Q (86128.370000 sec): 3 clusters
  Score: Raw -642380.593488 + Penalty 2822.320359 = -639558.273129
  nChanged 233
		SP:Iteration 9Q (86128.550000 sec): 3 clusters
  Score: Raw -642523.246317 + Penalty 2822.320359 = -639700.925958
  nChanged 212
		SP:Iteration 10Q (86128.730000 sec): 3 clusters
  Score: Raw -642655.666694 + Penalty 2822.320359 = -639833.346335
  nChanged 163
		SP:Iteration 11Q (86128.910000 sec): 3 clusters
  Score: Raw -642756.320971 + Penalty 2822.320359 = -639934.000612
  nChanged 148
		SP:Iteration 12Q (86129.120000 sec): 3 clusters
  Score: Raw -642855.403936 + Penalty 2822.320359 = -640033.083577
  nChanged 137
		SP:Iteration 13Q (86129.310000 sec): 3 clusters
  Score: Raw -642923.311353 + Penalty 2822.320359 = -640100.990994
  nChanged 107
		SP:Iteration 14Q (86129.490000 sec): 3 clusters
  Score: Raw -642973.562101 + Penalty 2822.320359 = -640151.241742
  nChanged 93
		SP:Iteration 15Q (86129.690000 sec): 3 clusters
  Score: Raw -643009.651181 + Penalty 2822.320359 = -640187.330822
  nChanged 74
		SP:Iteration 16Q (86129.870000 sec): 3 clusters
  Score: Raw -643034.106737 + Penalty 2822.320359 = -640211.786378
  nChanged 57
		SP:Iteration 17Q (86130.050000 sec): 3 clusters
  Score: Raw -643048.021856 + Penalty 2822.320359 = -640225.701497
  nChanged 35
		SP:Iteration 18Q (86130.230000 sec): 3 clusters
  Score: Raw -643058.478181 + Penalty 2822.320359 = -640236.157821
  nChanged 35
		SP:Iteration 19Q (86130.360000 sec): 3 clusters
  Score: Raw -643068.633295 + Penalty 2822.320359 = -640246.312936
  nChanged 32
		SP:Iteration 20F (86130.550000 sec): 3 clusters
  Score: Raw -643078.458105 + Penalty 2822.320359 = -640256.137745
  nChanged 33
		SP:Iteration 21Q (86130.700000 sec): 3 clusters
  Score: Raw -643085.469957 + Penalty 2822.320359 = -640263.149597
  nChanged 14
		SP:Iteration 22Q (86130.900000 sec): 3 clusters
  Score: Raw -643088.503131 + Penalty 2822.320359 = -640266.182772
  nChanged 13
		SP:Iteration 23Q (86131.110000 sec): 3 clusters
  Score: Raw -643090.648203 + Penalty 2822.320359 = -640268.327844
  nChanged 12
		SP:Iteration 24Q (86131.310000 sec): 3 clusters
  Score: Raw -643093.108902 + Penalty 2822.320359 = -640270.788542
  nChanged 11
		SP:Iteration 25Q (86131.480000 sec): 3 clusters
  Score: Raw -643095.564961 + Penalty 2822.320359 = -640273.244602
  nChanged 9
		SP:Iteration 26Q (86131.700000 sec): 3 clusters
  Score: Raw -643097.113311 + Penalty 2822.320359 = -640274.792952
  nChanged 9
		SP:Iteration 27Q (86131.890000 sec): 3 clusters
  Score: Raw -643098.979583 + Penalty 2822.320359 = -640276.659224
  nChanged 9
		SP:Iteration 28Q (86132.090000 sec): 3 clusters
  Score: Raw -643100.484076 + Penalty 2822.320359 = -640278.163717
  nChanged 7
		SP:Iteration 29Q (86132.260000 sec): 3 clusters
  Score: Raw -643101.677297 + Penalty 2822.320359 = -640279.356938
  nChanged 7
		SP:Iteration 30Q (86132.470000 sec): 3 clusters
  Score: Raw -643103.175959 + Penalty 2822.320359 = -640280.855600
  nChanged 8
		SP:Iteration 31Q (86132.680000 sec): 3 clusters
  Score: Raw -643105.076752 + Penalty 2822.320359 = -640282.756393
  nChanged 7
		SP:Iteration 32Q (86132.880000 sec): 3 clusters
  Score: Raw -643106.660038 + Penalty 2822.320359 = -640284.339679
  nChanged 7
		SP:Iteration 33Q (86133.100000 sec): 3 clusters
  Score: Raw -643107.981773 + Penalty 2822.320359 = -640285.661414
  nChanged 7
		SP:Iteration 34Q (86133.260000 sec): 3 clusters
  Score: Raw -643109.207152 + Penalty 2822.320359 = -640286.886793
  nChanged 4
		SP:Iteration 35Q (86133.460000 sec): 3 clusters
  Score: Raw -643109.866522 + Penalty 2822.320359 = -640287.546163
  nChanged 3
		SP:Iteration 36Q (86133.650000 sec): 3 clusters
  Score: Raw -643110.304757 + Penalty 2822.320359 = -640287.984397
  nChanged 2
		SP:Iteration 37Q (86133.820000 sec): 3 clusters
  Score: Raw -643110.604410 + Penalty 2822.320359 = -640288.284051
  nChanged 1
		SP:Iteration 38Q (86134.030000 sec): 3 clusters
  Score: Raw -643110.830433 + Penalty 2822.320359 = -640288.510074
  nChanged 0
		SP:Iteration 39F (86134.220000 sec): 3 clusters
  Score: Raw -643110.830433 + Penalty 2822.320359 = -640288.510074
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86134.350000 sec): 2 clusters
  Score: Raw -593261.535269 + Penalty 1394.977665 = -591866.557604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86134.500000 sec): 3 clusters
  Score: Raw -590525.488944 + Penalty 2789.955330 = -587735.533615
  nChanged 2164
		SP:Iteration 1F (86134.670000 sec): 3 clusters
  Score: Raw -591738.307211 + Penalty 2789.955330 = -588948.351881
  nChanged 429
		SP:Iteration 2F (86134.840000 sec): 3 clusters
  Score: Raw -591990.398299 + Penalty 2789.955330 = -589200.442969
  nChanged 318
		SP:Iteration 3F (86135.000000 sec): 3 clusters
  Score: Raw -592186.006313 + Penalty 2789.955330 = -589396.050983
  nChanged 298
		SP:Iteration 4F (86135.200000 sec): 3 clusters
  Score: Raw -592392.623506 + Penalty 2789.955330 = -589602.668176
  nChanged 298
		SP:Iteration 5F (86135.380000 sec): 3 clusters
  Score: Raw -592588.846824 + Penalty 2789.955330 = -589798.891494
  nChanged 243
		SP:Iteration 6Q (86135.560000 sec): 3 clusters
  Score: Raw -592749.500267 + Penalty 2789.955330 = -589959.544937
  nChanged 220
		SP:Iteration 7Q (86135.760000 sec): 3 clusters
  Score: Raw -592899.574254 + Penalty 2789.955330 = -590109.618924
  nChanged 193
		SP:Iteration 8Q (86135.970000 sec): 3 clusters
  Score: Raw -593021.627815 + Penalty 2789.955330 = -590231.672485
  nChanged 166
		SP:Iteration 9Q (86136.120000 sec): 3 clusters
  Score: Raw -593123.274089 + Penalty 2789.955330 = -590333.318759
  nChanged 137
		SP:Iteration 10Q (86136.280000 sec): 3 clusters
  Score: Raw -593200.051626 + Penalty 2789.955330 = -590410.096296
  nChanged 110
		SP:Iteration 11Q (86136.450000 sec): 3 clusters
  Score: Raw -593255.906530 + Penalty 2789.955330 = -590465.951200
  nChanged 82
		SP:Iteration 12Q (86136.600000 sec): 3 clusters
  Score: Raw -593299.190610 + Penalty 2789.955330 = -590509.235280
  nChanged 64
		SP:Iteration 13Q (86136.840000 sec): 3 clusters
  Score: Raw -593337.509039 + Penalty 2789.955330 = -590547.553709
  nChanged 68
		SP:Iteration 14Q (86137.020000 sec): 3 clusters
  Score: Raw -593377.573356 + Penalty 2789.955330 = -590587.618026
  nChanged 49
		SP:Iteration 15Q (86137.220000 sec): 3 clusters
  Score: Raw -593401.222873 + Penalty 2789.955330 = -590611.267543
  nChanged 32
		SP:Iteration 16Q (86137.400000 sec): 3 clusters
  Score: Raw -593414.580479 + Penalty 2789.955330 = -590624.625149
  nChanged 19
		SP:Iteration 17Q (86137.590000 sec): 3 clusters
  Score: Raw -593422.354326 + Penalty 2789.955330 = -590632.398996
  nChanged 14
		SP:Iteration 18Q (86137.770000 sec): 3 clusters
  Score: Raw -593429.901262 + Penalty 2789.955330 = -590639.945932
  nChanged 17
		SP:Iteration 19Q (86137.950000 sec): 3 clusters
  Score: Raw -593436.899333 + Penalty 2789.955330 = -590646.944003
  nChanged 12
		SP:Iteration 20F (86138.140000 sec): 3 clusters
  Score: Raw -593442.651579 + Penalty 2789.955330 = -590652.696249
  nChanged 15
		SP:Iteration 21Q (86138.290000 sec): 3 clusters
  Score: Raw -593449.990990 + Penalty 2789.955330 = -590660.035660
  nChanged 11
		SP:Iteration 22Q (86138.470000 sec): 3 clusters
  Score: Raw -593455.600312 + Penalty 2789.955330 = -590665.644982
  nChanged 15
		SP:Iteration 23Q (86138.670000 sec): 3 clusters
  Score: Raw -593462.974243 + Penalty 2789.955330 = -590673.018913
  nChanged 13
		SP:Iteration 24Q (86138.830000 sec): 3 clusters
  Score: Raw -593468.069114 + Penalty 2789.955330 = -590678.113784
  nChanged 6
		SP:Iteration 25Q (86138.980000 sec): 3 clusters
  Score: Raw -593470.699626 + Penalty 2789.955330 = -590680.744296
  nChanged 5
		SP:Iteration 26Q (86139.160000 sec): 3 clusters
  Score: Raw -593472.180753 + Penalty 2789.955330 = -590682.225423
  nChanged 3
		SP:Iteration 27Q (86139.330000 sec): 3 clusters
  Score: Raw -593473.449502 + Penalty 2789.955330 = -590683.494172
  nChanged 3
		SP:Iteration 28Q (86139.530000 sec): 3 clusters
  Score: Raw -593475.028307 + Penalty 2789.955330 = -590685.072977
  nChanged 7
		SP:Iteration 29Q (86139.760000 sec): 3 clusters
  Score: Raw -593478.829386 + Penalty 2789.955330 = -590688.874056
  nChanged 5
		SP:Iteration 30Q (86139.930000 sec): 3 clusters
  Score: Raw -593480.586907 + Penalty 2789.955330 = -590690.631577
  nChanged 2
		SP:Iteration 31Q (86140.100000 sec): 3 clusters
  Score: Raw -593481.507876 + Penalty 2789.955330 = -590691.552547
  nChanged 0
		SP:Iteration 32F (86140.270000 sec): 3 clusters
  Score: Raw -593481.507876 + Penalty 2789.955330 = -590691.552547
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (159740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86141.090000 sec): 2 clusters
  Score: Raw -18418146.532767 + Penalty 1946.961701 = -18416199.571067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86141.970000 sec): 3 clusters
  Score: Raw -18312708.781865 + Penalty 3893.923401 = -18308814.858464
  nChanged 77095
		SP:Iteration 1F (86142.900000 sec): 3 clusters
  Score: Raw -18358013.647502 + Penalty 3893.923401 = -18354119.724101
  nChanged 4496
		SP:Iteration 2Q (86143.990000 sec): 3 clusters
  Score: Raw -18359122.611401 + Penalty 3893.923401 = -18355228.688000
  nChanged 5152
		SP:Iteration 3Q (86145.160000 sec): 3 clusters
  Score: Raw -18360777.599856 + Penalty 3893.923401 = -18356883.676455
  nChanged 6229
		SP:Iteration 4Q (86146.370000 sec): 3 clusters
  Score: Raw -18363327.708379 + Penalty 3893.923401 = -18359433.784978
  nChanged 7623
		SP:Iteration 5Q (86147.560000 sec): 3 clusters
  Score: Raw -18367366.968096 + Penalty 3893.923401 = -18363473.044695
  nChanged 9183
		SP:Iteration 6F (86148.700000 sec): 3 clusters
  Score: Raw -18373608.675732 + Penalty 3893.923401 = -18369714.752331
  nChanged 10541
		SP:Iteration 7F (86149.810000 sec): 3 clusters
  Score: Raw -18381813.067408 + Penalty 3893.923401 = -18377919.144007
  nChanged 10480
		SP:Iteration 8F (86150.850000 sec): 3 clusters
  Score: Raw -18388980.959648 + Penalty 3893.923401 = -18385087.036247
  nChanged 7890
		SP:Iteration 9Q (86151.920000 sec): 3 clusters
  Score: Raw -18392146.126918 + Penalty 3893.923401 = -18388252.203517
  nChanged 4379
		SP:Iteration 10Q (86153.090000 sec): 3 clusters
  Score: Raw -18393051.002020 + Penalty 3893.923401 = -18389157.078619
  nChanged 2344
		SP:Iteration 11Q (86154.200000 sec): 3 clusters
  Score: Raw -18393380.853783 + Penalty 3893.923401 = -18389486.930382
  nChanged 1530
		SP:Iteration 12Q (86155.380000 sec): 3 clusters
  Score: Raw -18393583.911039 + Penalty 3893.923401 = -18389689.987638
  nChanged 1270
		SP:Iteration 13Q (86156.580000 sec): 3 clusters
  Score: Raw -18393758.568646 + Penalty 3893.923401 = -18389864.645244
  nChanged 1214
		SP:Iteration 14Q (86157.730000 sec): 3 clusters
  Score: Raw -18393934.412573 + Penalty 3893.923401 = -18390040.489172
  nChanged 1164
		SP:Iteration 15Q (86158.840000 sec): 3 clusters
  Score: Raw -18394098.646111 + Penalty 3893.923401 = -18390204.722710
  nChanged 1148
		SP:Iteration 16Q (86159.980000 sec): 3 clusters
  Score: Raw -18394258.738446 + Penalty 3893.923401 = -18390364.815045
  nChanged 1144
		SP:Iteration 17Q (86161.220000 sec): 3 clusters
  Score: Raw -18394422.861282 + Penalty 3893.923401 = -18390528.937881
  nChanged 1156
		SP:Iteration 18Q (86162.370000 sec): 3 clusters
  Score: Raw -18394587.892782 + Penalty 3893.923401 = -18390693.969381
  nChanged 1146
		SP:Iteration 19Q (86163.590000 sec): 3 clusters
  Score: Raw -18394746.609494 + Penalty 3893.923401 = -18390852.686093
  nChanged 1182
		SP:Iteration 20F (86164.770000 sec): 3 clusters
  Score: Raw -18394905.444708 + Penalty 3893.923401 = -18391011.521307
  nChanged 1163
		SP:Iteration 21Q (86166.010000 sec): 3 clusters
  Score: Raw -18395059.672818 + Penalty 3893.923401 = -18391165.749417
  nChanged 1166
		SP:Iteration 22Q (86167.250000 sec): 3 clusters
  Score: Raw -18395223.435628 + Penalty 3893.923401 = -18391329.512227
  nChanged 1287
		SP:Iteration 23Q (86168.530000 sec): 3 clusters
  Score: Raw -18395398.716929 + Penalty 3893.923401 = -18391504.793528
  nChanged 1329
		SP:Iteration 24Q (86169.730000 sec): 3 clusters
  Score: Raw -18395594.987460 + Penalty 3893.923401 = -18391701.064059
  nChanged 1424
		SP:Iteration 25Q (86170.880000 sec): 3 clusters
  Score: Raw -18395810.840063 + Penalty 3893.923401 = -18391916.916662
  nChanged 1479
		SP:Iteration 26Q (86172.050000 sec): 3 clusters
  Score: Raw -18396048.431892 + Penalty 3893.923401 = -18392154.508491
  nChanged 1563
		SP:Iteration 27Q (86173.030000 sec): 3 clusters
  Score: Raw -18396314.157382 + Penalty 3893.923401 = -18392420.233981
  nChanged 1678
		SP:Iteration 28Q (86173.960000 sec): 3 clusters
  Score: Raw -18396622.992201 + Penalty 3893.923401 = -18392729.068800
  nChanged 1779
		SP:Iteration 29Q (86174.890000 sec): 3 clusters
  Score: Raw -18396971.054950 + Penalty 3893.923401 = -18393077.131549
  nChanged 1965
		SP:Iteration 30Q (86175.740000 sec): 3 clusters
  Score: Raw -18397400.643208 + Penalty 3893.923401 = -18393506.719807
  nChanged 2164
		SP:Iteration 31Q (86176.830000 sec): 3 clusters
  Score: Raw -18397920.225908 + Penalty 3893.923401 = -18394026.302507
  nChanged 2282
		SP:Iteration 32Q (86178.020000 sec): 3 clusters
  Score: Raw -18398539.831818 + Penalty 3893.923401 = -18394645.908417
  nChanged 2637
		SP:Iteration 33Q (86179.180000 sec): 3 clusters
  Score: Raw -18399366.758252 + Penalty 3893.923401 = -18395472.834851
  nChanged 2762
		SP:Iteration 34Q (86180.320000 sec): 3 clusters
  Score: Raw -18400317.819946 + Penalty 3893.923401 = -18396423.896545
  nChanged 2977
		SP:Iteration 35Q (86181.430000 sec): 3 clusters
  Score: Raw -18401459.410071 + Penalty 3893.923401 = -18397565.486670
  nChanged 3129
		SP:Iteration 36Q (86182.640000 sec): 3 clusters
  Score: Raw -18402811.684634 + Penalty 3893.923401 = -18398917.761233
  nChanged 3338
		SP:Iteration 37Q (86183.800000 sec): 3 clusters
  Score: Raw -18404452.139973 + Penalty 3893.923401 = -18400558.216572
  nChanged 3388
		SP:Iteration 38Q (86185.040000 sec): 3 clusters
  Score: Raw -18406271.951981 + Penalty 3893.923401 = -18402378.028580
  nChanged 3236
		SP:Iteration 39Q (86186.220000 sec): 3 clusters
  Score: Raw -18408190.786228 + Penalty 3893.923401 = -18404296.862827
  nChanged 3138
		SP:Iteration 40F (86187.460000 sec): 3 clusters
  Score: Raw -18410215.844573 + Penalty 3893.923401 = -18406321.921172
  nChanged 2765
		SP:Iteration 41Q (86188.690000 sec): 3 clusters
  Score: Raw -18412046.599963 + Penalty 3893.923401 = -18408152.676562
  nChanged 2363
		SP:Iteration 42Q (86189.840000 sec): 3 clusters
  Score: Raw -18413641.336393 + Penalty 3893.923401 = -18409747.412992
  nChanged 1950
		SP:Iteration 43Q (86190.970000 sec): 3 clusters
  Score: Raw -18414971.143122 + Penalty 3893.923401 = -18411077.219721
  nChanged 1591
		SP:Iteration 44Q (86192.180000 sec): 3 clusters
  Score: Raw -18416081.330310 + Penalty 3893.923401 = -18412187.406909
  nChanged 1227
		SP:Iteration 45Q (86193.180000 sec): 3 clusters
  Score: Raw -18416937.604432 + Penalty 3893.923401 = -18413043.681031
  nChanged 820
		SP:Iteration 46Q (86194.030000 sec): 3 clusters
  Score: Raw -18417476.918016 + Penalty 3893.923401 = -18413582.994615
  nChanged 533
		SP:Iteration 47Q (86194.890000 sec): 3 clusters
  Score: Raw -18417805.939126 + Penalty 3893.923401 = -18413912.015725
  nChanged 344
		SP:Iteration 48Q (86195.820000 sec): 3 clusters
  Score: Raw -18418020.249080 + Penalty 3893.923401 = -18414126.325679
  nChanged 237
		SP:Iteration 49Q (86196.760000 sec): 3 clusters
  Score: Raw -18418180.937513 + Penalty 3893.923401 = -18414287.014112
  nChanged 172
		SP:Iteration 50Q (86197.780000 sec): 3 clusters
  Score: Raw -18418318.847852 + Penalty 3893.923401 = -18414424.924451
  nChanged 127
		SP:Iteration 51Q (86198.770000 sec): 3 clusters
  Score: Raw -18418423.542921 + Penalty 3893.923401 = -18414529.619520
  nChanged 98
		SP:Iteration 52Q (86199.790000 sec): 3 clusters
  Score: Raw -18418499.889227 + Penalty 3893.923401 = -18414605.965826
  nChanged 83
		SP:Iteration 53Q (86200.810000 sec): 3 clusters
  Score: Raw -18418554.537862 + Penalty 3893.923401 = -18414660.614461
  nChanged 66
		SP:Iteration 54Q (86201.850000 sec): 3 clusters
  Score: Raw -18418593.056234 + Penalty 3893.923401 = -18414699.132833
  nChanged 65
		SP:Iteration 55Q (86202.920000 sec): 3 clusters
  Score: Raw -18418627.483844 + Penalty 3893.923401 = -18414733.560443
  nChanged 47
		SP:Iteration 56Q (86203.950000 sec): 3 clusters
  Score: Raw -18418652.139587 + Penalty 3893.923401 = -18414758.216186
  nChanged 40
		SP:Iteration 57Q (86204.910000 sec): 3 clusters
  Score: Raw -18418670.603098 + Penalty 3893.923401 = -18414776.679697
  nChanged 34
		SP:Iteration 58Q (86205.910000 sec): 3 clusters
  Score: Raw -18418684.719426 + Penalty 3893.923401 = -18414790.796025
  nChanged 21
		SP:Iteration 59Q (86206.900000 sec): 3 clusters
  Score: Raw -18418692.936564 + Penalty 3893.923401 = -18414799.013163
  nChanged 17
		SP:Iteration 60F (86207.870000 sec): 3 clusters
  Score: Raw -18418698.643743 + Penalty 3893.923401 = -18414804.720342
  nChanged 16
		SP:Iteration 61Q (86208.870000 sec): 3 clusters
  Score: Raw -18418704.718745 + Penalty 3893.923401 = -18414810.795344
  nChanged 13
		SP:Iteration 62Q (86209.890000 sec): 3 clusters
  Score: Raw -18418709.619441 + Penalty 3893.923401 = -18414815.696040
  nChanged 15
		SP:Iteration 63Q (86211.020000 sec): 3 clusters
  Score: Raw -18418715.966988 + Penalty 3893.923401 = -18414822.043587
  nChanged 8
		SP:Iteration 64Q (86212.100000 sec): 3 clusters
  Score: Raw -18418719.263745 + Penalty 3893.923401 = -18414825.340344
  nChanged 8
		SP:Iteration 65Q (86213.130000 sec): 3 clusters
  Score: Raw -18418722.223168 + Penalty 3893.923401 = -18414828.299767
  nChanged 3
		SP:Iteration 66Q (86214.100000 sec): 3 clusters
  Score: Raw -18418723.196456 + Penalty 3893.923401 = -18414829.273055
  nChanged 0
		SP:Iteration 67F (86215.170000 sec): 3 clusters
  Score: Raw -18418723.196456 + Penalty 3893.923401 = -18414829.273055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86215.350000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86215.550000 sec): 3 clusters
  Score: Raw -1256047.748170 + Penalty 3022.380556 = -1253025.367615
  nChanged 4692
		SP:Iteration 1F (86215.820000 sec): 3 clusters
  Score: Raw -1258617.707473 + Penalty 3022.380556 = -1255595.326917
  nChanged 637
		SP:Iteration 2F (86216.070000 sec): 3 clusters
  Score: Raw -1258883.788842 + Penalty 3022.380556 = -1255861.408286
  nChanged 528
		SP:Iteration 3Q (86216.290000 sec): 3 clusters
  Score: Raw -1259064.257152 + Penalty 3022.380556 = -1256041.876596
  nChanged 402
		SP:Iteration 4Q (86216.490000 sec): 3 clusters
  Score: Raw -1259209.473515 + Penalty 3022.380556 = -1256187.092959
  nChanged 381
		SP:Iteration 5Q (86216.710000 sec): 3 clusters
  Score: Raw -1259371.106684 + Penalty 3022.380556 = -1256348.726129
  nChanged 431
		SP:Iteration 6Q (86216.970000 sec): 3 clusters
  Score: Raw -1259574.791239 + Penalty 3022.380556 = -1256552.410683
  nChanged 475
		SP:Iteration 7Q (86217.180000 sec): 3 clusters
  Score: Raw -1259834.062869 + Penalty 3022.380556 = -1256811.682313
  nChanged 562
		SP:Iteration 8F (86217.420000 sec): 3 clusters
  Score: Raw -1260213.848308 + Penalty 3022.380556 = -1257191.467752
  nChanged 619
		SP:Iteration 9F (86217.680000 sec): 3 clusters
  Score: Raw -1260686.422295 + Penalty 3022.380556 = -1257664.041739
  nChanged 576
		SP:Iteration 10F (86217.900000 sec): 3 clusters
  Score: Raw -1261184.208379 + Penalty 3022.380556 = -1258161.827823
  nChanged 499
		SP:Iteration 11Q (86218.150000 sec): 3 clusters
  Score: Raw -1261643.318091 + Penalty 3022.380556 = -1258620.937535
  nChanged 353
		SP:Iteration 12Q (86218.450000 sec): 3 clusters
  Score: Raw -1261988.599994 + Penalty 3022.380556 = -1258966.219438
  nChanged 214
		SP:Iteration 13Q (86218.660000 sec): 3 clusters
  Score: Raw -1262196.868482 + Penalty 3022.380556 = -1259174.487926
  nChanged 109
		SP:Iteration 14Q (86218.880000 sec): 3 clusters
  Score: Raw -1262291.828415 + Penalty 3022.380556 = -1259269.447859
  nChanged 54
		SP:Iteration 15Q (86219.080000 sec): 3 clusters
  Score: Raw -1262343.548567 + Penalty 3022.380556 = -1259321.168011
  nChanged 33
		SP:Iteration 16Q (86219.310000 sec): 3 clusters
  Score: Raw -1262374.899561 + Penalty 3022.380556 = -1259352.519005
  nChanged 27
		SP:Iteration 17Q (86219.550000 sec): 3 clusters
  Score: Raw -1262405.883014 + Penalty 3022.380556 = -1259383.502459
  nChanged 19
		SP:Iteration 18Q (86219.770000 sec): 3 clusters
  Score: Raw -1262426.609654 + Penalty 3022.380556 = -1259404.229098
  nChanged 12
		SP:Iteration 19Q (86219.990000 sec): 3 clusters
  Score: Raw -1262440.319743 + Penalty 3022.380556 = -1259417.939187
  nChanged 6
		SP:Iteration 20F (86220.190000 sec): 3 clusters
  Score: Raw -1262447.357639 + Penalty 3022.380556 = -1259424.977084
  nChanged 7
		SP:Iteration 21Q (86220.410000 sec): 3 clusters
  Score: Raw -1262454.325902 + Penalty 3022.380556 = -1259431.945347
  nChanged 2
		SP:Iteration 22Q (86220.630000 sec): 3 clusters
  Score: Raw -1262457.628867 + Penalty 3022.380556 = -1259435.248311
  nChanged 5
		SP:Iteration 23Q (86220.790000 sec): 3 clusters
  Score: Raw -1262464.005216 + Penalty 3022.380556 = -1259441.624660
  nChanged 8
		SP:Iteration 24Q (86221.000000 sec): 3 clusters
  Score: Raw -1262476.131424 + Penalty 3022.380556 = -1259453.750868
  nChanged 8
		SP:Iteration 25Q (86221.190000 sec): 3 clusters
  Score: Raw -1262489.725483 + Penalty 3022.380556 = -1259467.344927
  nChanged 5
		SP:Iteration 26Q (86221.390000 sec): 3 clusters
  Score: Raw -1262499.557594 + Penalty 3022.380556 = -1259477.177038
  nChanged 3
		SP:Iteration 27Q (86221.600000 sec): 3 clusters
  Score: Raw -1262504.101494 + Penalty 3022.380556 = -1259481.720938
  nChanged 0
		SP:Iteration 28F (86221.840000 sec): 3 clusters
  Score: Raw -1262504.101494 + Penalty 3022.380556 = -1259481.720938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86221.960000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86222.170000 sec): 3 clusters
  Score: Raw -415507.712955 + Penalty 2695.566133 = -412812.146822
  nChanged 1628
		SP:Iteration 1F (86222.370000 sec): 3 clusters
  Score: Raw -416792.445619 + Penalty 2695.566133 = -414096.879486
  nChanged 453
		SP:Iteration 2F (86222.520000 sec): 3 clusters
  Score: Raw -417333.810191 + Penalty 2695.566133 = -414638.244058
  nChanged 346
		SP:Iteration 3F (86222.690000 sec): 3 clusters
  Score: Raw -417717.461563 + Penalty 2695.566133 = -415021.895430
  nChanged 259
		SP:Iteration 4F (86222.880000 sec): 3 clusters
  Score: Raw -417967.611548 + Penalty 2695.566133 = -415272.045415
  nChanged 175
		SP:Iteration 5Q (86223.040000 sec): 3 clusters
  Score: Raw -418108.134585 + Penalty 2695.566133 = -415412.568452
  nChanged 129
		SP:Iteration 6Q (86223.170000 sec): 3 clusters
  Score: Raw -418185.291447 + Penalty 2695.566133 = -415489.725314
  nChanged 73
		SP:Iteration 7Q (86223.410000 sec): 3 clusters
  Score: Raw -418215.200789 + Penalty 2695.566133 = -415519.634656
  nChanged 37
		SP:Iteration 8Q (86223.580000 sec): 3 clusters
  Score: Raw -418227.385746 + Penalty 2695.566133 = -415531.819613
  nChanged 31
		SP:Iteration 9Q (86223.730000 sec): 3 clusters
  Score: Raw -418236.770909 + Penalty 2695.566133 = -415541.204776
  nChanged 26
		SP:Iteration 10Q (86223.920000 sec): 3 clusters
  Score: Raw -418244.238949 + Penalty 2695.566133 = -415548.672816
  nChanged 15
		SP:Iteration 11Q (86224.130000 sec): 3 clusters
  Score: Raw -418249.174863 + Penalty 2695.566133 = -415553.608730
  nChanged 15
		SP:Iteration 12Q (86224.310000 sec): 3 clusters
  Score: Raw -418253.387423 + Penalty 2695.566133 = -415557.821290
  nChanged 10
		SP:Iteration 13Q (86224.480000 sec): 3 clusters
  Score: Raw -418256.868703 + Penalty 2695.566133 = -415561.302570
  nChanged 11
		SP:Iteration 14Q (86224.680000 sec): 3 clusters
  Score: Raw -418258.572857 + Penalty 2695.566133 = -415563.006724
  nChanged 8
		SP:Iteration 15Q (86224.830000 sec): 3 clusters
  Score: Raw -418260.447143 + Penalty 2695.566133 = -415564.881010
  nChanged 6
		SP:Iteration 16Q (86225.020000 sec): 3 clusters
  Score: Raw -418261.505030 + Penalty 2695.566133 = -415565.938897
  nChanged 4
		SP:Iteration 17Q (86225.230000 sec): 3 clusters
  Score: Raw -418262.358718 + Penalty 2695.566133 = -415566.792585
  nChanged 5
		SP:Iteration 18Q (86225.410000 sec): 3 clusters
  Score: Raw -418263.574034 + Penalty 2695.566133 = -415568.007901
  nChanged 5
		SP:Iteration 19Q (86225.570000 sec): 3 clusters
  Score: Raw -418265.359208 + Penalty 2695.566133 = -415569.793075
  nChanged 5
		SP:Iteration 20F (86225.750000 sec): 3 clusters
  Score: Raw -418266.934038 + Penalty 2695.566133 = -415571.367905
  nChanged 2
		SP:Iteration 21Q (86225.940000 sec): 3 clusters
  Score: Raw -418267.390783 + Penalty 2695.566133 = -415571.824649
  nChanged 2
		SP:Iteration 22Q (86226.130000 sec): 3 clusters
  Score: Raw -418267.633656 + Penalty 2695.566133 = -415572.067523
  nChanged 3
		SP:Iteration 23Q (86226.310000 sec): 3 clusters
  Score: Raw -418268.169901 + Penalty 2695.566133 = -415572.603768
  nChanged 2
		SP:Iteration 24Q (86226.460000 sec): 3 clusters
  Score: Raw -418268.518518 + Penalty 2695.566133 = -415572.952385
  nChanged 2
		SP:Iteration 25Q (86226.660000 sec): 3 clusters
  Score: Raw -418268.790034 + Penalty 2695.566133 = -415573.223901
  nChanged 3
		SP:Iteration 26Q (86226.840000 sec): 3 clusters
  Score: Raw -418269.256755 + Penalty 2695.566133 = -415573.690622
  nChanged 3
		SP:Iteration 27Q (86227.000000 sec): 3 clusters
  Score: Raw -418269.993159 + Penalty 2695.566133 = -415574.427026
  nChanged 3
		SP:Iteration 28Q (86227.200000 sec): 3 clusters
  Score: Raw -418270.832537 + Penalty 2695.566133 = -415575.266404
  nChanged 4
		SP:Iteration 29Q (86227.370000 sec): 3 clusters
  Score: Raw -418271.816453 + Penalty 2695.566133 = -415576.250320
  nChanged 5
		SP:Iteration 30Q (86227.530000 sec): 3 clusters
  Score: Raw -418272.952991 + Penalty 2695.566133 = -415577.386858
  nChanged 4
		SP:Iteration 31Q (86227.730000 sec): 3 clusters
  Score: Raw -418274.271627 + Penalty 2695.566133 = -415578.705494
  nChanged 9
		SP:Iteration 32Q (86227.930000 sec): 3 clusters
  Score: Raw -418276.940913 + Penalty 2695.566133 = -415581.374780
  nChanged 10
		SP:Iteration 33Q (86228.110000 sec): 3 clusters
  Score: Raw -418280.058704 + Penalty 2695.566133 = -415584.492571
  nChanged 19
		SP:Iteration 34Q (86228.320000 sec): 3 clusters
  Score: Raw -418284.837419 + Penalty 2695.566133 = -415589.271286
  nChanged 8
		SP:Iteration 35Q (86228.510000 sec): 3 clusters
  Score: Raw -418286.693737 + Penalty 2695.566133 = -415591.127604
  nChanged 7
		SP:Iteration 36Q (86228.720000 sec): 3 clusters
  Score: Raw -418288.203281 + Penalty 2695.566133 = -415592.637148
  nChanged 7
		SP:Iteration 37Q (86228.880000 sec): 3 clusters
  Score: Raw -418289.755332 + Penalty 2695.566133 = -415594.189199
  nChanged 5
		SP:Iteration 38Q (86229.040000 sec): 3 clusters
  Score: Raw -418290.396394 + Penalty 2695.566133 = -415594.830261
  nChanged 4
		SP:Iteration 39Q (86229.200000 sec): 3 clusters
  Score: Raw -418291.281929 + Penalty 2695.566133 = -415595.715796
  nChanged 4
		SP:Iteration 40F (86229.430000 sec): 3 clusters
  Score: Raw -418291.994695 + Penalty 2695.566133 = -415596.428562
  nChanged 8
		SP:Iteration 41Q (86229.590000 sec): 3 clusters
  Score: Raw -418293.264057 + Penalty 2695.566133 = -415597.697924
  nChanged 4
		SP:Iteration 42Q (86229.790000 sec): 3 clusters
  Score: Raw -418294.110553 + Penalty 2695.566133 = -415598.544420
  nChanged 5
		SP:Iteration 43Q (86229.960000 sec): 3 clusters
  Score: Raw -418295.266374 + Penalty 2695.566133 = -415599.700240
  nChanged 4
		SP:Iteration 44Q (86230.150000 sec): 3 clusters
  Score: Raw -418295.760800 + Penalty 2695.566133 = -415600.194667
  nChanged 2
		SP:Iteration 45Q (86230.380000 sec): 3 clusters
  Score: Raw -418296.077401 + Penalty 2695.566133 = -415600.511268
  nChanged 2
		SP:Iteration 46Q (86230.510000 sec): 3 clusters
  Score: Raw -418296.383625 + Penalty 2695.566133 = -415600.817492
  nChanged 1
		SP:Iteration 47Q (86230.670000 sec): 3 clusters
  Score: Raw -418296.544195 + Penalty 2695.566133 = -415600.978062
  nChanged 1
		SP:Iteration 48Q (86230.860000 sec): 3 clusters
  Score: Raw -418296.652216 + Penalty 2695.566133 = -415601.086083
  nChanged 3
		SP:Iteration 49Q (86231.030000 sec): 3 clusters
  Score: Raw -418297.080908 + Penalty 2695.566133 = -415601.514774
  nChanged 1
		SP:Iteration 50Q (86231.210000 sec): 3 clusters
  Score: Raw -418297.250832 + Penalty 2695.566133 = -415601.684699
  nChanged 0
		SP:Iteration 51F (86231.430000 sec): 3 clusters
  Score: Raw -418297.250832 + Penalty 2695.566133 = -415601.684699
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86231.640000 sec): 2 clusters
  Score: Raw -1999407.841596 + Penalty 1608.567503 = -1997799.274093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86231.970000 sec): 3 clusters
  Score: Raw -1987446.633158 + Penalty 3217.135005 = -1984229.498152
  nChanged 8945
		SP:Iteration 1F (86232.290000 sec): 3 clusters
  Score: Raw -1992651.402100 + Penalty 3217.135005 = -1989434.267095
  nChanged 1216
		SP:Iteration 2F (86232.580000 sec): 3 clusters
  Score: Raw -1993195.340554 + Penalty 3217.135005 = -1989978.205548
  nChanged 1115
		SP:Iteration 3F (86232.880000 sec): 3 clusters
  Score: Raw -1993683.839805 + Penalty 3217.135005 = -1990466.704800
  nChanged 1024
		SP:Iteration 4F (86233.190000 sec): 3 clusters
  Score: Raw -1994134.942470 + Penalty 3217.135005 = -1990917.807464
  nChanged 998
		SP:Iteration 5F (86233.440000 sec): 3 clusters
  Score: Raw -1994627.041047 + Penalty 3217.135005 = -1991409.906042
  nChanged 943
		SP:Iteration 6Q (86233.760000 sec): 3 clusters
  Score: Raw -1995118.955720 + Penalty 3217.135005 = -1991901.820715
  nChanged 929
		SP:Iteration 7Q (86234.060000 sec): 3 clusters
  Score: Raw -1995586.588603 + Penalty 3217.135005 = -1992369.453598
  nChanged 841
		SP:Iteration 8Q (86234.370000 sec): 3 clusters
  Score: Raw -1996016.357229 + Penalty 3217.135005 = -1992799.222223
  nChanged 854
		SP:Iteration 9Q (86234.660000 sec): 3 clusters
  Score: Raw -1996469.195511 + Penalty 3217.135005 = -1993252.060506
  nChanged 811
		SP:Iteration 10Q (86234.960000 sec): 3 clusters
  Score: Raw -1996942.329889 + Penalty 3217.135005 = -1993725.194884
  nChanged 737
		SP:Iteration 11Q (86235.250000 sec): 3 clusters
  Score: Raw -1997404.780587 + Penalty 3217.135005 = -1994187.645581
  nChanged 704
		SP:Iteration 12Q (86235.560000 sec): 3 clusters
  Score: Raw -1997848.172307 + Penalty 3217.135005 = -1994631.037301
  nChanged 618
		SP:Iteration 13Q (86235.860000 sec): 3 clusters
  Score: Raw -1998274.260481 + Penalty 3217.135005 = -1995057.125476
  nChanged 550
		SP:Iteration 14Q (86236.130000 sec): 3 clusters
  Score: Raw -1998637.510423 + Penalty 3217.135005 = -1995420.375417
  nChanged 465
		SP:Iteration 15Q (86236.400000 sec): 3 clusters
  Score: Raw -1998938.935654 + Penalty 3217.135005 = -1995721.800649
  nChanged 411
		SP:Iteration 16Q (86236.680000 sec): 3 clusters
  Score: Raw -1999170.486334 + Penalty 3217.135005 = -1995953.351328
  nChanged 299
		SP:Iteration 17Q (86237.010000 sec): 3 clusters
  Score: Raw -1999316.034173 + Penalty 3217.135005 = -1996098.899167
  nChanged 244
		SP:Iteration 18Q (86237.350000 sec): 3 clusters
  Score: Raw -1999427.526361 + Penalty 3217.135005 = -1996210.391355
  nChanged 202
		SP:Iteration 19Q (86237.680000 sec): 3 clusters
  Score: Raw -1999511.274477 + Penalty 3217.135005 = -1996294.139472
  nChanged 175
		SP:Iteration 20F (86238.000000 sec): 3 clusters
  Score: Raw -1999578.823047 + Penalty 3217.135005 = -1996361.688041
  nChanged 133
		SP:Iteration 21Q (86238.290000 sec): 3 clusters
  Score: Raw -1999625.740171 + Penalty 3217.135005 = -1996408.605166
  nChanged 122
		SP:Iteration 22Q (86238.560000 sec): 3 clusters
  Score: Raw -1999668.673107 + Penalty 3217.135005 = -1996451.538102
  nChanged 114
		SP:Iteration 23Q (86238.880000 sec): 3 clusters
  Score: Raw -1999708.575205 + Penalty 3217.135005 = -1996491.440200
  nChanged 92
		SP:Iteration 24Q (86239.120000 sec): 3 clusters
  Score: Raw -1999740.648742 + Penalty 3217.135005 = -1996523.513737
  nChanged 77
		SP:Iteration 25Q (86239.410000 sec): 3 clusters
  Score: Raw -1999773.985849 + Penalty 3217.135005 = -1996556.850843
  nChanged 71
		SP:Iteration 26Q (86239.680000 sec): 3 clusters
  Score: Raw -1999806.403279 + Penalty 3217.135005 = -1996589.268273
  nChanged 55
		SP:Iteration 27Q (86239.980000 sec): 3 clusters
  Score: Raw -1999832.860120 + Penalty 3217.135005 = -1996615.725115
  nChanged 62
		SP:Iteration 28Q (86240.230000 sec): 3 clusters
  Score: Raw -1999861.560921 + Penalty 3217.135005 = -1996644.425916
  nChanged 61
		SP:Iteration 29Q (86240.520000 sec): 3 clusters
  Score: Raw -1999886.711782 + Penalty 3217.135005 = -1996669.576776
  nChanged 43
		SP:Iteration 30Q (86240.800000 sec): 3 clusters
  Score: Raw -1999901.448639 + Penalty 3217.135005 = -1996684.313634
  nChanged 41
		SP:Iteration 31Q (86241.060000 sec): 3 clusters
  Score: Raw -1999917.116655 + Penalty 3217.135005 = -1996699.981650
  nChanged 39
		SP:Iteration 32Q (86241.350000 sec): 3 clusters
  Score: Raw -1999931.950925 + Penalty 3217.135005 = -1996714.815919
  nChanged 51
		SP:Iteration 33Q (86241.670000 sec): 3 clusters
  Score: Raw -1999951.834888 + Penalty 3217.135005 = -1996734.699883
  nChanged 39
		SP:Iteration 34Q (86241.950000 sec): 3 clusters
  Score: Raw -1999963.770471 + Penalty 3217.135005 = -1996746.635465
  nChanged 30
		SP:Iteration 35Q (86242.220000 sec): 3 clusters
  Score: Raw -1999973.653903 + Penalty 3217.135005 = -1996756.518898
  nChanged 20
		SP:Iteration 36Q (86242.490000 sec): 3 clusters
  Score: Raw -1999980.461950 + Penalty 3217.135005 = -1996763.326945
  nChanged 18
		SP:Iteration 37Q (86242.790000 sec): 3 clusters
  Score: Raw -1999987.476274 + Penalty 3217.135005 = -1996770.341268
  nChanged 16
		SP:Iteration 38Q (86243.090000 sec): 3 clusters
  Score: Raw -1999991.061492 + Penalty 3217.135005 = -1996773.926487
  nChanged 9
		SP:Iteration 39Q (86243.330000 sec): 3 clusters
  Score: Raw -1999993.162934 + Penalty 3217.135005 = -1996776.027928
  nChanged 11
		SP:Iteration 40F (86243.640000 sec): 3 clusters
  Score: Raw -1999995.676218 + Penalty 3217.135005 = -1996778.541212
  nChanged 6
		SP:Iteration 41Q (86243.900000 sec): 3 clusters
  Score: Raw -1999997.762223 + Penalty 3217.135005 = -1996780.627217
  nChanged 8
		SP:Iteration 42Q (86244.180000 sec): 3 clusters
  Score: Raw -2000000.872353 + Penalty 3217.135005 = -1996783.737348
  nChanged 11
		SP:Iteration 43Q (86244.470000 sec): 3 clusters
  Score: Raw -2000003.668568 + Penalty 3217.135005 = -1996786.533562
  nChanged 9
		SP:Iteration 44Q (86244.760000 sec): 3 clusters
  Score: Raw -2000005.319934 + Penalty 3217.135005 = -1996788.184928
  nChanged 2
		SP:Iteration 45Q (86245.040000 sec): 3 clusters
  Score: Raw -2000005.648999 + Penalty 3217.135005 = -1996788.513993
  nChanged 0
		SP:Iteration 46F (86245.400000 sec): 3 clusters
  Score: Raw -2000005.648999 + Penalty 3217.135005 = -1996788.513993
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86245.490000 sec): 2 clusters
  Score: Raw -416627.424500 + Penalty 1345.244592 = -415282.179908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86245.710000 sec): 3 clusters
  Score: Raw -414653.214818 + Penalty 2690.489184 = -411962.725634
  nChanged 1522
		SP:Iteration 1F (86245.890000 sec): 3 clusters
  Score: Raw -415539.524546 + Penalty 2690.489184 = -412849.035361
  nChanged 302
		SP:Iteration 2F (86246.070000 sec): 3 clusters
  Score: Raw -415715.631824 + Penalty 2690.489184 = -413025.142640
  nChanged 202
		SP:Iteration 3F (86246.230000 sec): 3 clusters
  Score: Raw -415826.037854 + Penalty 2690.489184 = -413135.548670
  nChanged 168
		SP:Iteration 4Q (86246.430000 sec): 3 clusters
  Score: Raw -415929.352530 + Penalty 2690.489184 = -413238.863346
  nChanged 170
		SP:Iteration 5Q (86246.620000 sec): 3 clusters
  Score: Raw -416040.900890 + Penalty 2690.489184 = -413350.411705
  nChanged 175
		SP:Iteration 6Q (86246.790000 sec): 3 clusters
  Score: Raw -416173.088074 + Penalty 2690.489184 = -413482.598890
  nChanged 187
		SP:Iteration 7Q (86246.930000 sec): 3 clusters
  Score: Raw -416358.736909 + Penalty 2690.489184 = -413668.247725
  nChanged 220
		SP:Iteration 8F (86247.130000 sec): 3 clusters
  Score: Raw -416600.333711 + Penalty 2690.489184 = -413909.844527
  nChanged 200
		SP:Iteration 9F (86247.310000 sec): 3 clusters
  Score: Raw -416810.199373 + Penalty 2690.489184 = -414119.710189
  nChanged 175
		SP:Iteration 10Q (86247.530000 sec): 3 clusters
  Score: Raw -416982.097736 + Penalty 2690.489184 = -414291.608552
  nChanged 155
		SP:Iteration 11Q (86247.740000 sec): 3 clusters
  Score: Raw -417142.249246 + Penalty 2690.489184 = -414451.760062
  nChanged 145
		SP:Iteration 12Q (86247.900000 sec): 3 clusters
  Score: Raw -417247.537705 + Penalty 2690.489184 = -414557.048521
  nChanged 95
		SP:Iteration 13Q (86248.070000 sec): 3 clusters
  Score: Raw -417314.305143 + Penalty 2690.489184 = -414623.815958
  nChanged 95
		SP:Iteration 14Q (86248.240000 sec): 3 clusters
  Score: Raw -417378.652541 + Penalty 2690.489184 = -414688.163356
  nChanged 84
		SP:Iteration 15Q (86248.420000 sec): 3 clusters
  Score: Raw -417423.995961 + Penalty 2690.489184 = -414733.506776
  nChanged 64
		SP:Iteration 16Q (86248.600000 sec): 3 clusters
  Score: Raw -417455.499816 + Penalty 2690.489184 = -414765.010632
  nChanged 58
		SP:Iteration 17Q (86248.750000 sec): 3 clusters
  Score: Raw -417486.105926 + Penalty 2690.489184 = -414795.616742
  nChanged 50
		SP:Iteration 18Q (86248.960000 sec): 3 clusters
  Score: Raw -417509.303316 + Penalty 2690.489184 = -414818.814132
  nChanged 39
		SP:Iteration 19Q (86249.140000 sec): 3 clusters
  Score: Raw -417525.608723 + Penalty 2690.489184 = -414835.119539
  nChanged 25
		SP:Iteration 20F (86249.310000 sec): 3 clusters
  Score: Raw -417534.659968 + Penalty 2690.489184 = -414844.170784
  nChanged 24
		SP:Iteration 21Q (86249.460000 sec): 3 clusters
  Score: Raw -417541.930842 + Penalty 2690.489184 = -414851.441658
  nChanged 20
		SP:Iteration 22Q (86249.570000 sec): 3 clusters
  Score: Raw -417547.122081 + Penalty 2690.489184 = -414856.632897
  nChanged 15
		SP:Iteration 23Q (86249.730000 sec): 3 clusters
  Score: Raw -417550.729973 + Penalty 2690.489184 = -414860.240789
  nChanged 8
		SP:Iteration 24Q (86249.890000 sec): 3 clusters
  Score: Raw -417553.041105 + Penalty 2690.489184 = -414862.551921
  nChanged 3
		SP:Iteration 25Q (86250.060000 sec): 3 clusters
  Score: Raw -417553.516325 + Penalty 2690.489184 = -414863.027140
  nChanged 2
		SP:Iteration 26Q (86250.200000 sec): 3 clusters
  Score: Raw -417553.738176 + Penalty 2690.489184 = -414863.248992
  nChanged 0
		SP:Iteration 27F (86250.390000 sec): 3 clusters
  Score: Raw -417553.738176 + Penalty 2690.489184 = -414863.248992
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86250.550000 sec): 2 clusters
  Score: Raw -954806.896122 + Penalty 1475.500629 = -953331.395493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86250.750000 sec): 3 clusters
  Score: Raw -949879.179348 + Penalty 2951.001258 = -946928.178090
  nChanged 3748
		SP:Iteration 1F (86250.940000 sec): 3 clusters
  Score: Raw -951998.413405 + Penalty 2951.001258 = -949047.412147
  nChanged 632
		SP:Iteration 2F (86251.140000 sec): 3 clusters
  Score: Raw -952293.532326 + Penalty 2951.001258 = -949342.531068
  nChanged 478
		SP:Iteration 3F (86251.320000 sec): 3 clusters
  Score: Raw -952520.186145 + Penalty 2951.001258 = -949569.184887
  nChanged 415
		SP:Iteration 4Q (86251.510000 sec): 3 clusters
  Score: Raw -952708.838734 + Penalty 2951.001258 = -949757.837476
  nChanged 352
		SP:Iteration 5Q (86251.770000 sec): 3 clusters
  Score: Raw -952860.170059 + Penalty 2951.001258 = -949909.168801
  nChanged 300
		SP:Iteration 6Q (86251.980000 sec): 3 clusters
  Score: Raw -952993.292297 + Penalty 2951.001258 = -950042.291039
  nChanged 277
		SP:Iteration 7Q (86252.170000 sec): 3 clusters
  Score: Raw -953115.952131 + Penalty 2951.001258 = -950164.950873
  nChanged 268
		SP:Iteration 8Q (86252.410000 sec): 3 clusters
  Score: Raw -953245.744515 + Penalty 2951.001258 = -950294.743257
  nChanged 294
		SP:Iteration 9Q (86252.600000 sec): 3 clusters
  Score: Raw -953374.881141 + Penalty 2951.001258 = -950423.879883
  nChanged 274
		SP:Iteration 10Q (86252.810000 sec): 3 clusters
  Score: Raw -953517.512502 + Penalty 2951.001258 = -950566.511245
  nChanged 299
		SP:Iteration 11Q (86253.030000 sec): 3 clusters
  Score: Raw -953693.102924 + Penalty 2951.001258 = -950742.101666
  nChanged 319
		SP:Iteration 12Q (86253.290000 sec): 3 clusters
  Score: Raw -953874.409180 + Penalty 2951.001258 = -950923.407922
  nChanged 293
		SP:Iteration 13Q (86253.510000 sec): 3 clusters
  Score: Raw -954030.700121 + Penalty 2951.001258 = -951079.698863
  nChanged 270
		SP:Iteration 14Q (86253.700000 sec): 3 clusters
  Score: Raw -954175.269118 + Penalty 2951.001258 = -951224.267860
  nChanged 251
		SP:Iteration 15Q (86253.960000 sec): 3 clusters
  Score: Raw -954318.627252 + Penalty 2951.001258 = -951367.625994
  nChanged 247
		SP:Iteration 16Q (86254.140000 sec): 3 clusters
  Score: Raw -954465.607616 + Penalty 2951.001258 = -951514.606358
  nChanged 248
		SP:Iteration 17Q (86254.350000 sec): 3 clusters
  Score: Raw -954600.771241 + Penalty 2951.001258 = -951649.769983
  nChanged 218
		SP:Iteration 18Q (86254.600000 sec): 3 clusters
  Score: Raw -954718.984513 + Penalty 2951.001258 = -951767.983255
  nChanged 186
		SP:Iteration 19Q (86254.820000 sec): 3 clusters
  Score: Raw -954809.315301 + Penalty 2951.001258 = -951858.314044
  nChanged 143
		SP:Iteration 20F (86255.000000 sec): 3 clusters
  Score: Raw -954872.971344 + Penalty 2951.001258 = -951921.970086
  nChanged 126
		SP:Iteration 21Q (86255.200000 sec): 3 clusters
  Score: Raw -954924.769589 + Penalty 2951.001258 = -951973.768331
  nChanged 90
		SP:Iteration 22Q (86255.420000 sec): 3 clusters
  Score: Raw -954951.538930 + Penalty 2951.001258 = -952000.537672
  nChanged 54
		SP:Iteration 23Q (86255.650000 sec): 3 clusters
  Score: Raw -954965.086325 + Penalty 2951.001258 = -952014.085067
  nChanged 42
		SP:Iteration 24Q (86255.820000 sec): 3 clusters
  Score: Raw -954976.067874 + Penalty 2951.001258 = -952025.066616
  nChanged 43
		SP:Iteration 25Q (86256.010000 sec): 3 clusters
  Score: Raw -954986.009587 + Penalty 2951.001258 = -952035.008329
  nChanged 42
		SP:Iteration 26Q (86256.230000 sec): 3 clusters
  Score: Raw -954995.310801 + Penalty 2951.001258 = -952044.309543
  nChanged 33
		SP:Iteration 27Q (86256.400000 sec): 3 clusters
  Score: Raw -955003.148611 + Penalty 2951.001258 = -952052.147353
  nChanged 31
		SP:Iteration 28Q (86256.580000 sec): 3 clusters
  Score: Raw -955009.887560 + Penalty 2951.001258 = -952058.886302
  nChanged 28
		SP:Iteration 29Q (86256.800000 sec): 3 clusters
  Score: Raw -955015.852432 + Penalty 2951.001258 = -952064.851174
  nChanged 24
		SP:Iteration 30Q (86256.970000 sec): 3 clusters
  Score: Raw -955019.971918 + Penalty 2951.001258 = -952068.970660
  nChanged 21
		SP:Iteration 31Q (86257.190000 sec): 3 clusters
  Score: Raw -955023.777851 + Penalty 2951.001258 = -952072.776593
  nChanged 17
		SP:Iteration 32Q (86257.380000 sec): 3 clusters
  Score: Raw -955026.786912 + Penalty 2951.001258 = -952075.785655
  nChanged 11
		SP:Iteration 33Q (86257.580000 sec): 3 clusters
  Score: Raw -955029.010898 + Penalty 2951.001258 = -952078.009640
  nChanged 15
		SP:Iteration 34Q (86257.780000 sec): 3 clusters
  Score: Raw -955032.419012 + Penalty 2951.001258 = -952081.417754
  nChanged 13
		SP:Iteration 35Q (86258.010000 sec): 3 clusters
  Score: Raw -955034.257777 + Penalty 2951.001258 = -952083.256519
  nChanged 14
		SP:Iteration 36Q (86258.220000 sec): 3 clusters
  Score: Raw -955036.512778 + Penalty 2951.001258 = -952085.511520
  nChanged 11
		SP:Iteration 37Q (86258.430000 sec): 3 clusters
  Score: Raw -955038.132661 + Penalty 2951.001258 = -952087.131403
  nChanged 13
		SP:Iteration 38Q (86258.610000 sec): 3 clusters
  Score: Raw -955040.657669 + Penalty 2951.001258 = -952089.656411
  nChanged 14
		SP:Iteration 39Q (86258.820000 sec): 3 clusters
  Score: Raw -955043.161202 + Penalty 2951.001258 = -952092.159944
  nChanged 11
		SP:Iteration 40F (86259.020000 sec): 3 clusters
  Score: Raw -955044.983180 + Penalty 2951.001258 = -952093.981922
  nChanged 12
		SP:Iteration 41Q (86259.180000 sec): 3 clusters
  Score: Raw -955047.014336 + Penalty 2951.001258 = -952096.013078
  nChanged 10
		SP:Iteration 42Q (86259.400000 sec): 3 clusters
  Score: Raw -955048.677115 + Penalty 2951.001258 = -952097.675857
  nChanged 11
		SP:Iteration 43Q (86259.620000 sec): 3 clusters
  Score: Raw -955050.625235 + Penalty 2951.001258 = -952099.623977
  nChanged 9
		SP:Iteration 44Q (86259.770000 sec): 3 clusters
  Score: Raw -955051.729831 + Penalty 2951.001258 = -952100.728573
  nChanged 9
		SP:Iteration 45Q (86259.960000 sec): 3 clusters
  Score: Raw -955053.046557 + Penalty 2951.001258 = -952102.045299
  nChanged 8
		SP:Iteration 46Q (86260.120000 sec): 3 clusters
  Score: Raw -955054.771075 + Penalty 2951.001258 = -952103.769818
  nChanged 14
		SP:Iteration 47Q (86260.290000 sec): 3 clusters
  Score: Raw -955057.938999 + Penalty 2951.001258 = -952106.937742
  nChanged 13
		SP:Iteration 48Q (86260.530000 sec): 3 clusters
  Score: Raw -955060.841101 + Penalty 2951.001258 = -952109.839843
  nChanged 16
		SP:Iteration 49Q (86260.730000 sec): 3 clusters
  Score: Raw -955063.959503 + Penalty 2951.001258 = -952112.958245
  nChanged 15
		SP:Iteration 50Q (86260.920000 sec): 3 clusters
  Score: Raw -955067.355243 + Penalty 2951.001258 = -952116.353985
  nChanged 12
		SP:Iteration 51Q (86261.050000 sec): 3 clusters
  Score: Raw -955070.657710 + Penalty 2951.001258 = -952119.656452
  nChanged 23
		SP:Iteration 52Q (86261.220000 sec): 3 clusters
  Score: Raw -955074.742738 + Penalty 2951.001258 = -952123.741480
  nChanged 14
		SP:Iteration 53Q (86261.390000 sec): 3 clusters
  Score: Raw -955077.394280 + Penalty 2951.001258 = -952126.393022
  nChanged 16
		SP:Iteration 54Q (86261.580000 sec): 3 clusters
  Score: Raw -955079.976913 + Penalty 2951.001258 = -952128.975655
  nChanged 9
		SP:Iteration 55Q (86261.740000 sec): 3 clusters
  Score: Raw -955081.709560 + Penalty 2951.001258 = -952130.708302
  nChanged 11
		SP:Iteration 56Q (86261.910000 sec): 3 clusters
  Score: Raw -955084.338104 + Penalty 2951.001258 = -952133.336847
  nChanged 11
		SP:Iteration 57Q (86262.020000 sec): 3 clusters
  Score: Raw -955086.672796 + Penalty 2951.001258 = -952135.671538
  nChanged 13
		SP:Iteration 58Q (86262.230000 sec): 3 clusters
  Score: Raw -955089.189571 + Penalty 2951.001258 = -952138.188313
  nChanged 11
		SP:Iteration 59Q (86262.450000 sec): 3 clusters
  Score: Raw -955091.102548 + Penalty 2951.001258 = -952140.101290
  nChanged 13
		SP:Iteration 60F (86262.680000 sec): 3 clusters
  Score: Raw -955092.915538 + Penalty 2951.001258 = -952141.914280
  nChanged 7
		SP:Iteration 61Q (86262.840000 sec): 3 clusters
  Score: Raw -955093.938860 + Penalty 2951.001258 = -952142.937603
  nChanged 8
		SP:Iteration 62Q (86263.030000 sec): 3 clusters
  Score: Raw -955096.222079 + Penalty 2951.001258 = -952145.220821
  nChanged 16
		SP:Iteration 63Q (86263.220000 sec): 3 clusters
  Score: Raw -955101.298365 + Penalty 2951.001258 = -952150.297108
  nChanged 19
		SP:Iteration 64Q (86263.480000 sec): 3 clusters
  Score: Raw -955106.817125 + Penalty 2951.001258 = -952155.815867
  nChanged 18
		SP:Iteration 65Q (86263.680000 sec): 3 clusters
  Score: Raw -955112.610865 + Penalty 2951.001258 = -952161.609607
  nChanged 22
		SP:Iteration 66Q (86263.850000 sec): 3 clusters
  Score: Raw -955117.880857 + Penalty 2951.001258 = -952166.879599
  nChanged 21
		SP:Iteration 67Q (86264.030000 sec): 3 clusters
  Score: Raw -955122.388522 + Penalty 2951.001258 = -952171.387264
  nChanged 23
		SP:Iteration 68Q (86264.200000 sec): 3 clusters
  Score: Raw -955127.649370 + Penalty 2951.001258 = -952176.648112
  nChanged 18
		SP:Iteration 69Q (86264.410000 sec): 3 clusters
  Score: Raw -955133.953384 + Penalty 2951.001258 = -952182.952126
  nChanged 22
		SP:Iteration 70Q (86264.630000 sec): 3 clusters
  Score: Raw -955139.641597 + Penalty 2951.001258 = -952188.640339
  nChanged 19
		SP:Iteration 71Q (86264.860000 sec): 3 clusters
  Score: Raw -955143.532208 + Penalty 2951.001258 = -952192.530950
  nChanged 15
		SP:Iteration 72Q (86265.010000 sec): 3 clusters
  Score: Raw -955146.550792 + Penalty 2951.001258 = -952195.549534
  nChanged 9
		SP:Iteration 73Q (86265.160000 sec): 3 clusters
  Score: Raw -955148.678991 + Penalty 2951.001258 = -952197.677733
  nChanged 4
		SP:Iteration 74Q (86265.320000 sec): 3 clusters
  Score: Raw -955149.708983 + Penalty 2951.001258 = -952198.707725
  nChanged 4
		SP:Iteration 75Q (86265.550000 sec): 3 clusters
  Score: Raw -955150.248419 + Penalty 2951.001258 = -952199.247161
  nChanged 2
		SP:Iteration 76Q (86265.710000 sec): 3 clusters
  Score: Raw -955150.959814 + Penalty 2951.001258 = -952199.958556
  nChanged 4
		SP:Iteration 77Q (86265.890000 sec): 3 clusters
  Score: Raw -955151.479214 + Penalty 2951.001258 = -952200.477956
  nChanged 3
		SP:Iteration 78Q (86266.110000 sec): 3 clusters
  Score: Raw -955151.808422 + Penalty 2951.001258 = -952200.807165
  nChanged 4
		SP:Iteration 79Q (86266.270000 sec): 3 clusters
  Score: Raw -955152.243607 + Penalty 2951.001258 = -952201.242349
  nChanged 4
		SP:Iteration 80F (86266.430000 sec): 3 clusters
  Score: Raw -955152.755168 + Penalty 2951.001258 = -952201.753910
  nChanged 3
		SP:Iteration 81Q (86266.610000 sec): 3 clusters
  Score: Raw -955153.034964 + Penalty 2951.001258 = -952202.033706
  nChanged 2
		SP:Iteration 82Q (86266.870000 sec): 3 clusters
  Score: Raw -955153.274219 + Penalty 2951.001258 = -952202.272962
  nChanged 4
		SP:Iteration 83Q (86267.090000 sec): 3 clusters
  Score: Raw -955153.869935 + Penalty 2951.001258 = -952202.868677
  nChanged 9
		SP:Iteration 84Q (86267.300000 sec): 3 clusters
  Score: Raw -955155.449276 + Penalty 2951.001258 = -952204.448018
  nChanged 11
		SP:Iteration 85Q (86267.510000 sec): 3 clusters
  Score: Raw -955157.053195 + Penalty 2951.001258 = -952206.051937
  nChanged 6
		SP:Iteration 86Q (86267.730000 sec): 3 clusters
  Score: Raw -955158.149350 + Penalty 2951.001258 = -952207.148092
  nChanged 4
		SP:Iteration 87Q (86267.950000 sec): 3 clusters
  Score: Raw -955158.677758 + Penalty 2951.001258 = -952207.676500
  nChanged 3
		SP:Iteration 88Q (86268.100000 sec): 3 clusters
  Score: Raw -955159.541921 + Penalty 2951.001258 = -952208.540663
  nChanged 4
		SP:Iteration 89Q (86268.320000 sec): 3 clusters
  Score: Raw -955160.317114 + Penalty 2951.001258 = -952209.315857
  nChanged 6
		SP:Iteration 90Q (86268.470000 sec): 3 clusters
  Score: Raw -955161.462695 + Penalty 2951.001258 = -952210.461437
  nChanged 8
		SP:Iteration 91Q (86268.620000 sec): 3 clusters
  Score: Raw -955162.966420 + Penalty 2951.001258 = -952211.965163
  nChanged 6
		SP:Iteration 92Q (86268.810000 sec): 3 clusters
  Score: Raw -955164.480495 + Penalty 2951.001258 = -952213.479237
  nChanged 6
		SP:Iteration 93Q (86268.970000 sec): 3 clusters
  Score: Raw -955165.797657 + Penalty 2951.001258 = -952214.796399
  nChanged 8
		SP:Iteration 94Q (86269.130000 sec): 3 clusters
  Score: Raw -955167.253464 + Penalty 2951.001258 = -952216.252206
  nChanged 7
		SP:Iteration 95Q (86269.380000 sec): 3 clusters
  Score: Raw -955168.277026 + Penalty 2951.001258 = -952217.275768
  nChanged 6
		SP:Iteration 96Q (86269.600000 sec): 3 clusters
  Score: Raw -955169.039528 + Penalty 2951.001258 = -952218.038270
  nChanged 3
		SP:Iteration 97Q (86269.780000 sec): 3 clusters
  Score: Raw -955169.351690 + Penalty 2951.001258 = -952218.350432
  nChanged 2
		SP:Iteration 98Q (86270.010000 sec): 3 clusters
  Score: Raw -955169.587142 + Penalty 2951.001258 = -952218.585884
  nChanged 4
		SP:Iteration 99Q (86270.240000 sec): 3 clusters
  Score: Raw -955170.120246 + Penalty 2951.001258 = -952219.118989
  nChanged 3
		SP:Iteration 100F (86270.460000 sec): 3 clusters
  Score: Raw -955170.413485 + Penalty 2951.001258 = -952219.412227
  nChanged 3
		SP:Iteration 101Q (86270.630000 sec): 3 clusters
  Score: Raw -955170.788257 + Penalty 2951.001258 = -952219.786999
  nChanged 0
		SP:Iteration 102F (86270.830000 sec): 3 clusters
  Score: Raw -955170.788257 + Penalty 2951.001258 = -952219.786999
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86271.000000 sec): 2 clusters
  Score: Raw -429753.195421 + Penalty 1365.617582 = -428387.577839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86271.210000 sec): 3 clusters
  Score: Raw -427591.711775 + Penalty 2731.235164 = -424860.476611
  nChanged 1775
		SP:Iteration 1F (86271.410000 sec): 3 clusters
  Score: Raw -428733.553034 + Penalty 2731.235164 = -426002.317870
  nChanged 405
		SP:Iteration 2F (86271.610000 sec): 3 clusters
  Score: Raw -429102.542522 + Penalty 2731.235164 = -426371.307358
  nChanged 354
		SP:Iteration 3F (86271.760000 sec): 3 clusters
  Score: Raw -429532.439827 + Penalty 2731.235164 = -426801.204663
  nChanged 336
		SP:Iteration 4F (86271.930000 sec): 3 clusters
  Score: Raw -429953.133752 + Penalty 2731.235164 = -427221.898588
  nChanged 340
		SP:Iteration 5F (86272.110000 sec): 3 clusters
  Score: Raw -430286.348881 + Penalty 2731.235164 = -427555.113717
  nChanged 279
		SP:Iteration 6F (86272.310000 sec): 3 clusters
  Score: Raw -430570.785637 + Penalty 2731.235164 = -427839.550473
  nChanged 211
		SP:Iteration 7Q (86272.510000 sec): 3 clusters
  Score: Raw -430730.176309 + Penalty 2731.235164 = -427998.941146
  nChanged 148
		SP:Iteration 8Q (86272.670000 sec): 3 clusters
  Score: Raw -430832.246316 + Penalty 2731.235164 = -428101.011152
  nChanged 98
		SP:Iteration 9Q (86272.850000 sec): 3 clusters
  Score: Raw -430895.317068 + Penalty 2731.235164 = -428164.081905
  nChanged 79
		SP:Iteration 10Q (86273.010000 sec): 3 clusters
  Score: Raw -430946.713511 + Penalty 2731.235164 = -428215.478348
  nChanged 62
		SP:Iteration 11Q (86273.150000 sec): 3 clusters
  Score: Raw -430992.928118 + Penalty 2731.235164 = -428261.692954
  nChanged 42
		SP:Iteration 12Q (86273.290000 sec): 3 clusters
  Score: Raw -431033.307815 + Penalty 2731.235164 = -428302.072651
  nChanged 31
		SP:Iteration 13Q (86273.480000 sec): 3 clusters
  Score: Raw -431054.229861 + Penalty 2731.235164 = -428322.994697
  nChanged 31
		SP:Iteration 14Q (86273.710000 sec): 3 clusters
  Score: Raw -431073.799391 + Penalty 2731.235164 = -428342.564227
  nChanged 24
		SP:Iteration 15Q (86273.870000 sec): 3 clusters
  Score: Raw -431086.178155 + Penalty 2731.235164 = -428354.942991
  nChanged 15
		SP:Iteration 16Q (86274.020000 sec): 3 clusters
  Score: Raw -431093.792611 + Penalty 2731.235164 = -428362.557447
  nChanged 11
		SP:Iteration 17Q (86274.190000 sec): 3 clusters
  Score: Raw -431098.181766 + Penalty 2731.235164 = -428366.946602
  nChanged 7
		SP:Iteration 18Q (86274.340000 sec): 3 clusters
  Score: Raw -431103.107227 + Penalty 2731.235164 = -428371.872063
  nChanged 4
		SP:Iteration 19Q (86274.550000 sec): 3 clusters
  Score: Raw -431105.235089 + Penalty 2731.235164 = -428373.999925
  nChanged 5
		SP:Iteration 20F (86274.690000 sec): 3 clusters
  Score: Raw -431107.623138 + Penalty 2731.235164 = -428376.387974
  nChanged 5
		SP:Iteration 21Q (86274.870000 sec): 3 clusters
  Score: Raw -431108.932888 + Penalty 2731.235164 = -428377.697724
  nChanged 5
		SP:Iteration 22Q (86275.090000 sec): 3 clusters
  Score: Raw -431110.868846 + Penalty 2731.235164 = -428379.633682
  nChanged 8
		SP:Iteration 23Q (86275.290000 sec): 3 clusters
  Score: Raw -431113.178202 + Penalty 2731.235164 = -428381.943038
  nChanged 6
		SP:Iteration 24Q (86275.470000 sec): 3 clusters
  Score: Raw -431114.364166 + Penalty 2731.235164 = -428383.129002
  nChanged 2
		SP:Iteration 25Q (86275.690000 sec): 3 clusters
  Score: Raw -431115.436207 + Penalty 2731.235164 = -428384.201043
  nChanged 1
		SP:Iteration 26Q (86275.850000 sec): 3 clusters
  Score: Raw -431115.586222 + Penalty 2731.235164 = -428384.351058
  nChanged 1
		SP:Iteration 27Q (86276.070000 sec): 3 clusters
  Score: Raw -431115.787554 + Penalty 2731.235164 = -428384.552390
  nChanged 0
		SP:Iteration 28F (86276.250000 sec): 3 clusters
  Score: Raw -431115.787554 + Penalty 2731.235164 = -428384.552390
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86276.350000 sec): 2 clusters
  Score: Raw -63373.026124 + Penalty 1032.585132 = -62340.440992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86276.490000 sec): 3 clusters
  Score: Raw -63269.129645 + Penalty 2065.170263 = -61203.959381
  nChanged 141
		SP:Iteration 1F (86276.670000 sec): 3 clusters
  Score: Raw -63482.114832 + Penalty 2065.170263 = -61416.944568
  nChanged 37
		SP:Iteration 2F (86276.880000 sec): 3 clusters
  Score: Raw -63584.130336 + Penalty 2065.170263 = -61518.960072
  nChanged 19
		SP:Iteration 3Q (86277.020000 sec): 3 clusters
  Score: Raw -63619.786024 + Penalty 2065.170263 = -61554.615761
  nChanged 15
		SP:Iteration 4Q (86277.220000 sec): 3 clusters
  Score: Raw -63642.152747 + Penalty 2065.170263 = -61576.982484
  nChanged 6
		SP:Iteration 5Q (86277.370000 sec): 3 clusters
  Score: Raw -63648.370622 + Penalty 2065.170263 = -61583.200358
  nChanged 3
		SP:Iteration 6Q (86277.590000 sec): 3 clusters
  Score: Raw -63655.897116 + Penalty 2065.170263 = -61590.726852
  nChanged 2
		SP:Iteration 7Q (86277.730000 sec): 3 clusters
  Score: Raw -63660.836831 + Penalty 2065.170263 = -61595.666567
  nChanged 3
		SP:Iteration 8Q (86277.900000 sec): 3 clusters
  Score: Raw -63669.320903 + Penalty 2065.170263 = -61604.150640
  nChanged 3
		SP:Iteration 9Q (86278.080000 sec): 3 clusters
  Score: Raw -63711.149544 + Penalty 2065.170263 = -61645.979281
  nChanged 14
		SP:Iteration 10Q (86278.280000 sec): 3 clusters
  Score: Raw -63844.769461 + Penalty 2065.170263 = -61779.599198
  nChanged 20
		SP:Iteration 11Q (86278.430000 sec): 3 clusters
  Score: Raw -63902.600159 + Penalty 2065.170263 = -61837.429895
  nChanged 18
		SP:Iteration 12Q (86278.620000 sec): 3 clusters
  Score: Raw -63928.373869 + Penalty 2065.170263 = -61863.203606
  nChanged 20
		SP:Iteration 13Q (86278.780000 sec): 3 clusters
  Score: Raw -63950.499603 + Penalty 2065.170263 = -61885.329340
  nChanged 16
		SP:Iteration 14Q (86278.940000 sec): 3 clusters
  Score: Raw -63974.476714 + Penalty 2065.170263 = -61909.306451
  nChanged 20
		SP:Iteration 15Q (86279.100000 sec): 3 clusters
  Score: Raw -64009.469469 + Penalty 2065.170263 = -61944.299206
  nChanged 18
		SP:Iteration 16Q (86279.260000 sec): 3 clusters
  Score: Raw -64039.042535 + Penalty 2065.170263 = -61973.872272
  nChanged 20
		SP:Iteration 17Q (86279.420000 sec): 3 clusters
  Score: Raw -64071.534170 + Penalty 2065.170263 = -62006.363907
  nChanged 14
		SP:Iteration 18Q (86279.600000 sec): 3 clusters
  Score: Raw -64094.506912 + Penalty 2065.170263 = -62029.336649
  nChanged 7
		SP:Iteration 19Q (86279.790000 sec): 3 clusters
  Score: Raw -64107.785882 + Penalty 2065.170263 = -62042.615619
  nChanged 2
		SP:Iteration 20F (86279.930000 sec): 3 clusters
  Score: Raw -64111.348762 + Penalty 2065.170263 = -62046.178499
  nChanged 3
		SP:Iteration 21Q (86280.100000 sec): 3 clusters
  Score: Raw -64117.273712 + Penalty 2065.170263 = -62052.103448
  nChanged 3
		SP:Iteration 22Q (86280.260000 sec): 3 clusters
  Score: Raw -64121.087467 + Penalty 2065.170263 = -62055.917204
  nChanged 2
		SP:Iteration 23Q (86280.440000 sec): 3 clusters
  Score: Raw -64124.230983 + Penalty 2065.170263 = -62059.060719
  nChanged 2
		SP:Iteration 24Q (86280.600000 sec): 3 clusters
  Score: Raw -64128.385317 + Penalty 2065.170263 = -62063.215053
  nChanged 4
		SP:Iteration 25Q (86280.820000 sec): 3 clusters
  Score: Raw -64133.764984 + Penalty 2065.170263 = -62068.594721
  nChanged 3
		SP:Iteration 26Q (86280.970000 sec): 3 clusters
  Score: Raw -64138.095606 + Penalty 2065.170263 = -62072.925342
  nChanged 1
		SP:Iteration 27Q (86281.150000 sec): 3 clusters
  Score: Raw -64140.020896 + Penalty 2065.170263 = -62074.850633
  nChanged 0
		SP:Iteration 28F (86281.320000 sec): 3 clusters
  Score: Raw -64140.020896 + Penalty 2065.170263 = -62074.850633
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86281.460000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86281.660000 sec): 3 clusters
  Score: Raw -352118.387124 + Penalty 2623.247540 = -349495.139584
  nChanged 1195
		SP:Iteration 1F (86281.830000 sec): 3 clusters
  Score: Raw -352876.967508 + Penalty 2623.247540 = -350253.719968
  nChanged 257
		SP:Iteration 2F (86282.050000 sec): 3 clusters
  Score: Raw -353076.472631 + Penalty 2623.247540 = -350453.225091
  nChanged 191
		SP:Iteration 3F (86282.180000 sec): 3 clusters
  Score: Raw -353209.083193 + Penalty 2623.247540 = -350585.835653
  nChanged 151
		SP:Iteration 4Q (86282.370000 sec): 3 clusters
  Score: Raw -353307.120474 + Penalty 2623.247540 = -350683.872933
  nChanged 136
		SP:Iteration 5Q (86282.580000 sec): 3 clusters
  Score: Raw -353393.533272 + Penalty 2623.247540 = -350770.285732
  nChanged 108
		SP:Iteration 6Q (86282.770000 sec): 3 clusters
  Score: Raw -353460.149769 + Penalty 2623.247540 = -350836.902229
  nChanged 119
		SP:Iteration 7Q (86282.930000 sec): 3 clusters
  Score: Raw -353540.325623 + Penalty 2623.247540 = -350917.078083
  nChanged 117
		SP:Iteration 8Q (86283.140000 sec): 3 clusters
  Score: Raw -353623.063133 + Penalty 2623.247540 = -350999.815593
  nChanged 111
		SP:Iteration 9Q (86283.260000 sec): 3 clusters
  Score: Raw -353706.315869 + Penalty 2623.247540 = -351083.068328
  nChanged 99
		SP:Iteration 10Q (86283.410000 sec): 3 clusters
  Score: Raw -353784.362981 + Penalty 2623.247540 = -351161.115441
  nChanged 94
		SP:Iteration 11Q (86283.610000 sec): 3 clusters
  Score: Raw -353859.738988 + Penalty 2623.247540 = -351236.491448
  nChanged 77
		SP:Iteration 12Q (86283.780000 sec): 3 clusters
  Score: Raw -353921.310299 + Penalty 2623.247540 = -351298.062759
  nChanged 57
		SP:Iteration 13Q (86283.970000 sec): 3 clusters
  Score: Raw -353953.858962 + Penalty 2623.247540 = -351330.611422
  nChanged 30
		SP:Iteration 14Q (86284.160000 sec): 3 clusters
  Score: Raw -353970.880116 + Penalty 2623.247540 = -351347.632575
  nChanged 20
		SP:Iteration 15Q (86284.370000 sec): 3 clusters
  Score: Raw -353989.631729 + Penalty 2623.247540 = -351366.384188
  nChanged 23
		SP:Iteration 16Q (86284.540000 sec): 3 clusters
  Score: Raw -354007.111391 + Penalty 2623.247540 = -351383.863851
  nChanged 20
		SP:Iteration 17Q (86284.740000 sec): 3 clusters
  Score: Raw -354022.592016 + Penalty 2623.247540 = -351399.344475
  nChanged 19
		SP:Iteration 18Q (86284.900000 sec): 3 clusters
  Score: Raw -354036.363159 + Penalty 2623.247540 = -351413.115618
  nChanged 16
		SP:Iteration 19Q (86285.080000 sec): 3 clusters
  Score: Raw -354046.185225 + Penalty 2623.247540 = -351422.937685
  nChanged 7
		SP:Iteration 20F (86285.280000 sec): 3 clusters
  Score: Raw -354049.650022 + Penalty 2623.247540 = -351426.402481
  nChanged 5
		SP:Iteration 21Q (86285.440000 sec): 3 clusters
  Score: Raw -354053.145624 + Penalty 2623.247540 = -351429.898084
  nChanged 9
		SP:Iteration 22Q (86285.650000 sec): 3 clusters
  Score: Raw -354058.458844 + Penalty 2623.247540 = -351435.211303
  nChanged 7
		SP:Iteration 23Q (86285.820000 sec): 3 clusters
  Score: Raw -354063.099903 + Penalty 2623.247540 = -351439.852362
  nChanged 4
		SP:Iteration 24Q (86286.000000 sec): 3 clusters
  Score: Raw -354064.681150 + Penalty 2623.247540 = -351441.433610
  nChanged 3
		SP:Iteration 25Q (86286.160000 sec): 3 clusters
  Score: Raw -354066.485235 + Penalty 2623.247540 = -351443.237695
  nChanged 1
		SP:Iteration 26Q (86286.330000 sec): 3 clusters
  Score: Raw -354067.136397 + Penalty 2623.247540 = -351443.888857
  nChanged 0
		SP:Iteration 27F (86286.540000 sec): 3 clusters
  Score: Raw -354067.136397 + Penalty 2623.247540 = -351443.888857
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86286.630000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86286.810000 sec): 3 clusters
  Score: Raw -458992.708159 + Penalty 2717.555194 = -456275.152965
  nChanged 1682
		SP:Iteration 1F (86286.970000 sec): 3 clusters
  Score: Raw -459896.161387 + Penalty 2717.555194 = -457178.606193
  nChanged 298
		SP:Iteration 2F (86287.190000 sec): 3 clusters
  Score: Raw -460107.030529 + Penalty 2717.555194 = -457389.475335
  nChanged 258
		SP:Iteration 3F (86287.360000 sec): 3 clusters
  Score: Raw -460280.743792 + Penalty 2717.555194 = -457563.188599
  nChanged 249
		SP:Iteration 4F (86287.510000 sec): 3 clusters
  Score: Raw -460450.814180 + Penalty 2717.555194 = -457733.258986
  nChanged 227
		SP:Iteration 5F (86287.660000 sec): 3 clusters
  Score: Raw -460613.334567 + Penalty 2717.555194 = -457895.779374
  nChanged 219
		SP:Iteration 6F (86287.870000 sec): 3 clusters
  Score: Raw -460763.818707 + Penalty 2717.555194 = -458046.263513
  nChanged 189
		SP:Iteration 7Q (86288.050000 sec): 3 clusters
  Score: Raw -460898.215495 + Penalty 2717.555194 = -458180.660301
  nChanged 168
		SP:Iteration 8Q (86288.240000 sec): 3 clusters
  Score: Raw -461025.613468 + Penalty 2717.555194 = -458308.058274
  nChanged 166
		SP:Iteration 9Q (86288.410000 sec): 3 clusters
  Score: Raw -461148.332802 + Penalty 2717.555194 = -458430.777608
  nChanged 136
		SP:Iteration 10Q (86288.610000 sec): 3 clusters
  Score: Raw -461223.439813 + Penalty 2717.555194 = -458505.884619
  nChanged 78
		SP:Iteration 11Q (86288.810000 sec): 3 clusters
  Score: Raw -461267.972173 + Penalty 2717.555194 = -458550.416979
  nChanged 77
		SP:Iteration 12Q (86288.970000 sec): 3 clusters
  Score: Raw -461310.326621 + Penalty 2717.555194 = -458592.771427
  nChanged 51
		SP:Iteration 13Q (86289.180000 sec): 3 clusters
  Score: Raw -461336.557369 + Penalty 2717.555194 = -458619.002175
  nChanged 45
		SP:Iteration 14Q (86289.360000 sec): 3 clusters
  Score: Raw -461360.066519 + Penalty 2717.555194 = -458642.511326
  nChanged 40
		SP:Iteration 15Q (86289.570000 sec): 3 clusters
  Score: Raw -461376.651798 + Penalty 2717.555194 = -458659.096604
  nChanged 17
		SP:Iteration 16Q (86289.780000 sec): 3 clusters
  Score: Raw -461385.521486 + Penalty 2717.555194 = -458667.966292
  nChanged 18
		SP:Iteration 17Q (86289.990000 sec): 3 clusters
  Score: Raw -461395.215247 + Penalty 2717.555194 = -458677.660053
  nChanged 16
		SP:Iteration 18Q (86290.160000 sec): 3 clusters
  Score: Raw -461400.995365 + Penalty 2717.555194 = -458683.440171
  nChanged 10
		SP:Iteration 19Q (86290.360000 sec): 3 clusters
  Score: Raw -461405.476578 + Penalty 2717.555194 = -458687.921385
  nChanged 10
		SP:Iteration 20F (86290.540000 sec): 3 clusters
  Score: Raw -461410.315898 + Penalty 2717.555194 = -458692.760704
  nChanged 4
		SP:Iteration 21Q (86290.740000 sec): 3 clusters
  Score: Raw -461411.959271 + Penalty 2717.555194 = -458694.404077
  nChanged 1
		SP:Iteration 22Q (86290.930000 sec): 3 clusters
  Score: Raw -461412.856498 + Penalty 2717.555194 = -458695.301305
  nChanged 3
		SP:Iteration 23Q (86291.100000 sec): 3 clusters
  Score: Raw -461415.529817 + Penalty 2717.555194 = -458697.974623
  nChanged 8
		SP:Iteration 24Q (86291.290000 sec): 3 clusters
  Score: Raw -461419.519779 + Penalty 2717.555194 = -458701.964585
  nChanged 10
		SP:Iteration 25Q (86291.480000 sec): 3 clusters
  Score: Raw -461423.003355 + Penalty 2717.555194 = -458705.448161
  nChanged 5
		SP:Iteration 26Q (86291.680000 sec): 3 clusters
  Score: Raw -461424.720159 + Penalty 2717.555194 = -458707.164965
  nChanged 3
		SP:Iteration 27Q (86291.880000 sec): 3 clusters
  Score: Raw -461425.942210 + Penalty 2717.555194 = -458708.387016
  nChanged 0
		SP:Iteration 28F (86292.090000 sec): 3 clusters
  Score: Raw -461425.942210 + Penalty 2717.555194 = -458708.387016
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86292.230000 sec): 2 clusters
  Score: Raw -1914134.168231 + Penalty 1583.812962 = -1912550.355269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86292.520000 sec): 3 clusters
  Score: Raw -1903890.252965 + Penalty 3167.625923 = -1900722.627042
  nChanged 7638
		SP:Iteration 1F (86292.750000 sec): 3 clusters
  Score: Raw -1908224.729170 + Penalty 3167.625923 = -1905057.103247
  nChanged 919
		SP:Iteration 2F (86293.070000 sec): 3 clusters
  Score: Raw -1908609.599234 + Penalty 3167.625923 = -1905441.973311
  nChanged 870
		SP:Iteration 3F (86293.340000 sec): 3 clusters
  Score: Raw -1908993.388822 + Penalty 3167.625923 = -1905825.762899
  nChanged 848
		SP:Iteration 4Q (86293.620000 sec): 3 clusters
  Score: Raw -1909375.623777 + Penalty 3167.625923 = -1906207.997854
  nChanged 810
		SP:Iteration 5Q (86293.860000 sec): 3 clusters
  Score: Raw -1909760.425200 + Penalty 3167.625923 = -1906592.799276
  nChanged 760
		SP:Iteration 6Q (86294.160000 sec): 3 clusters
  Score: Raw -1910123.260975 + Penalty 3167.625923 = -1906955.635052
  nChanged 706
		SP:Iteration 7Q (86294.440000 sec): 3 clusters
  Score: Raw -1910447.081621 + Penalty 3167.625923 = -1907279.455698
  nChanged 639
		SP:Iteration 8Q (86294.720000 sec): 3 clusters
  Score: Raw -1910741.868758 + Penalty 3167.625923 = -1907574.242835
  nChanged 627
		SP:Iteration 9Q (86295.000000 sec): 3 clusters
  Score: Raw -1911014.633465 + Penalty 3167.625923 = -1907847.007542
  nChanged 576
		SP:Iteration 10Q (86295.240000 sec): 3 clusters
  Score: Raw -1911268.093561 + Penalty 3167.625923 = -1908100.467638
  nChanged 528
		SP:Iteration 11Q (86295.540000 sec): 3 clusters
  Score: Raw -1911503.793456 + Penalty 3167.625923 = -1908336.167532
  nChanged 521
		SP:Iteration 12Q (86295.790000 sec): 3 clusters
  Score: Raw -1911755.318119 + Penalty 3167.625923 = -1908587.692196
  nChanged 493
		SP:Iteration 13Q (86296.080000 sec): 3 clusters
  Score: Raw -1911999.734219 + Penalty 3167.625923 = -1908832.108296
  nChanged 499
		SP:Iteration 14Q (86296.380000 sec): 3 clusters
  Score: Raw -1912229.860497 + Penalty 3167.625923 = -1909062.234574
  nChanged 445
		SP:Iteration 15Q (86296.630000 sec): 3 clusters
  Score: Raw -1912406.435724 + Penalty 3167.625923 = -1909238.809801
  nChanged 352
		SP:Iteration 16Q (86296.900000 sec): 3 clusters
  Score: Raw -1912541.636145 + Penalty 3167.625923 = -1909374.010222
  nChanged 304
		SP:Iteration 17Q (86297.190000 sec): 3 clusters
  Score: Raw -1912645.909643 + Penalty 3167.625923 = -1909478.283720
  nChanged 260
		SP:Iteration 18Q (86297.430000 sec): 3 clusters
  Score: Raw -1912732.880989 + Penalty 3167.625923 = -1909565.255066
  nChanged 235
		SP:Iteration 19Q (86297.720000 sec): 3 clusters
  Score: Raw -1912810.437887 + Penalty 3167.625923 = -1909642.811964
  nChanged 192
		SP:Iteration 20F (86298.010000 sec): 3 clusters
  Score: Raw -1912863.595377 + Penalty 3167.625923 = -1909695.969454
  nChanged 145
		SP:Iteration 21Q (86298.280000 sec): 3 clusters
  Score: Raw -1912901.339396 + Penalty 3167.625923 = -1909733.713473
  nChanged 140
		SP:Iteration 22Q (86298.520000 sec): 3 clusters
  Score: Raw -1912937.774166 + Penalty 3167.625923 = -1909770.148243
  nChanged 142
		SP:Iteration 23Q (86298.800000 sec): 3 clusters
  Score: Raw -1912974.293771 + Penalty 3167.625923 = -1909806.667848
  nChanged 126
		SP:Iteration 24Q (86299.050000 sec): 3 clusters
  Score: Raw -1913008.586315 + Penalty 3167.625923 = -1909840.960392
  nChanged 149
		SP:Iteration 25Q (86299.330000 sec): 3 clusters
  Score: Raw -1913052.493387 + Penalty 3167.625923 = -1909884.867464
  nChanged 150
		SP:Iteration 26Q (86299.590000 sec): 3 clusters
  Score: Raw -1913093.927617 + Penalty 3167.625923 = -1909926.301694
  nChanged 129
		SP:Iteration 27Q (86299.850000 sec): 3 clusters
  Score: Raw -1913126.004860 + Penalty 3167.625923 = -1909958.378937
  nChanged 127
		SP:Iteration 28Q (86300.110000 sec): 3 clusters
  Score: Raw -1913158.087510 + Penalty 3167.625923 = -1909990.461586
  nChanged 117
		SP:Iteration 29Q (86300.410000 sec): 3 clusters
  Score: Raw -1913182.123433 + Penalty 3167.625923 = -1910014.497510
  nChanged 91
		SP:Iteration 30Q (86300.670000 sec): 3 clusters
  Score: Raw -1913202.159386 + Penalty 3167.625923 = -1910034.533463
  nChanged 109
		SP:Iteration 31Q (86300.910000 sec): 3 clusters
  Score: Raw -1913225.689636 + Penalty 3167.625923 = -1910058.063713
  nChanged 100
		SP:Iteration 32Q (86301.180000 sec): 3 clusters
  Score: Raw -1913246.305008 + Penalty 3167.625923 = -1910078.679084
  nChanged 106
		SP:Iteration 33Q (86301.440000 sec): 3 clusters
  Score: Raw -1913271.717913 + Penalty 3167.625923 = -1910104.091990
  nChanged 119
		SP:Iteration 34Q (86301.670000 sec): 3 clusters
  Score: Raw -1913302.628935 + Penalty 3167.625923 = -1910135.003011
  nChanged 118
		SP:Iteration 35Q (86301.920000 sec): 3 clusters
  Score: Raw -1913332.646501 + Penalty 3167.625923 = -1910165.020578
  nChanged 111
		SP:Iteration 36Q (86302.140000 sec): 3 clusters
  Score: Raw -1913358.112304 + Penalty 3167.625923 = -1910190.486380
  nChanged 117
		SP:Iteration 37Q (86302.400000 sec): 3 clusters
  Score: Raw -1913386.400534 + Penalty 3167.625923 = -1910218.774611
  nChanged 128
		SP:Iteration 38Q (86302.600000 sec): 3 clusters
  Score: Raw -1913419.135531 + Penalty 3167.625923 = -1910251.509607
  nChanged 144
		SP:Iteration 39Q (86302.860000 sec): 3 clusters
  Score: Raw -1913459.799011 + Penalty 3167.625923 = -1910292.173088
  nChanged 130
		SP:Iteration 40F (86303.140000 sec): 3 clusters
  Score: Raw -1913498.171779 + Penalty 3167.625923 = -1910330.545856
  nChanged 122
		SP:Iteration 41Q (86303.370000 sec): 3 clusters
  Score: Raw -1913532.327944 + Penalty 3167.625923 = -1910364.702021
  nChanged 124
		SP:Iteration 42Q (86303.630000 sec): 3 clusters
  Score: Raw -1913568.580213 + Penalty 3167.625923 = -1910400.954289
  nChanged 120
		SP:Iteration 43Q (86303.900000 sec): 3 clusters
  Score: Raw -1913604.984516 + Penalty 3167.625923 = -1910437.358592
  nChanged 121
		SP:Iteration 44Q (86304.200000 sec): 3 clusters
  Score: Raw -1913645.993884 + Penalty 3167.625923 = -1910478.367961
  nChanged 128
		SP:Iteration 45Q (86304.450000 sec): 3 clusters
  Score: Raw -1913688.233003 + Penalty 3167.625923 = -1910520.607079
  nChanged 109
		SP:Iteration 46Q (86304.690000 sec): 3 clusters
  Score: Raw -1913722.573602 + Penalty 3167.625923 = -1910554.947679
  nChanged 104
		SP:Iteration 47Q (86304.980000 sec): 3 clusters
  Score: Raw -1913754.858036 + Penalty 3167.625923 = -1910587.232113
  nChanged 85
		SP:Iteration 48Q (86305.220000 sec): 3 clusters
  Score: Raw -1913778.278644 + Penalty 3167.625923 = -1910610.652721
  nChanged 86
		SP:Iteration 49Q (86305.510000 sec): 3 clusters
  Score: Raw -1913799.931905 + Penalty 3167.625923 = -1910632.305981
  nChanged 77
		SP:Iteration 50Q (86305.760000 sec): 3 clusters
  Score: Raw -1913818.248363 + Penalty 3167.625923 = -1910650.622440
  nChanged 83
		SP:Iteration 51Q (86305.960000 sec): 3 clusters
  Score: Raw -1913842.901603 + Penalty 3167.625923 = -1910675.275680
  nChanged 84
		SP:Iteration 52Q (86306.220000 sec): 3 clusters
  Score: Raw -1913867.487211 + Penalty 3167.625923 = -1910699.861288
  nChanged 87
		SP:Iteration 53Q (86306.500000 sec): 3 clusters
  Score: Raw -1913893.996170 + Penalty 3167.625923 = -1910726.370246
  nChanged 72
		SP:Iteration 54Q (86306.740000 sec): 3 clusters
  Score: Raw -1913916.365083 + Penalty 3167.625923 = -1910748.739160
  nChanged 74
		SP:Iteration 55Q (86307.010000 sec): 3 clusters
  Score: Raw -1913940.714243 + Penalty 3167.625923 = -1910773.088319
  nChanged 84
		SP:Iteration 56Q (86307.280000 sec): 3 clusters
  Score: Raw -1913971.271691 + Penalty 3167.625923 = -1910803.645768
  nChanged 74
		SP:Iteration 57Q (86307.530000 sec): 3 clusters
  Score: Raw -1913995.988417 + Penalty 3167.625923 = -1910828.362494
  nChanged 69
		SP:Iteration 58Q (86307.820000 sec): 3 clusters
  Score: Raw -1914024.510280 + Penalty 3167.625923 = -1910856.884357
  nChanged 73
		SP:Iteration 59Q (86308.040000 sec): 3 clusters
  Score: Raw -1914055.117420 + Penalty 3167.625923 = -1910887.491497
  nChanged 62
		SP:Iteration 60F (86308.310000 sec): 3 clusters
  Score: Raw -1914081.399683 + Penalty 3167.625923 = -1910913.773760
  nChanged 54
		SP:Iteration 61Q (86308.590000 sec): 3 clusters
  Score: Raw -1914100.208062 + Penalty 3167.625923 = -1910932.582139
  nChanged 43
		SP:Iteration 62Q (86308.840000 sec): 3 clusters
  Score: Raw -1914114.364517 + Penalty 3167.625923 = -1910946.738594
  nChanged 43
		SP:Iteration 63Q (86309.030000 sec): 3 clusters
  Score: Raw -1914128.893038 + Penalty 3167.625923 = -1910961.267115
  nChanged 38
		SP:Iteration 64Q (86309.260000 sec): 3 clusters
  Score: Raw -1914142.770012 + Penalty 3167.625923 = -1910975.144089
  nChanged 47
		SP:Iteration 65Q (86309.540000 sec): 3 clusters
  Score: Raw -1914162.265962 + Penalty 3167.625923 = -1910994.640039
  nChanged 59
		SP:Iteration 66Q (86309.790000 sec): 3 clusters
  Score: Raw -1914188.230234 + Penalty 3167.625923 = -1911020.604311
  nChanged 56
		SP:Iteration 67Q (86310.040000 sec): 3 clusters
  Score: Raw -1914216.441867 + Penalty 3167.625923 = -1911048.815944
  nChanged 50
		SP:Iteration 68Q (86310.340000 sec): 3 clusters
  Score: Raw -1914242.903267 + Penalty 3167.625923 = -1911075.277344
  nChanged 50
		SP:Iteration 69Q (86310.580000 sec): 3 clusters
  Score: Raw -1914262.730474 + Penalty 3167.625923 = -1911095.104551
  nChanged 42
		SP:Iteration 70Q (86310.850000 sec): 3 clusters
  Score: Raw -1914281.435478 + Penalty 3167.625923 = -1911113.809555
  nChanged 50
		SP:Iteration 71Q (86311.120000 sec): 3 clusters
  Score: Raw -1914303.433332 + Penalty 3167.625923 = -1911135.807409
  nChanged 33
		SP:Iteration 72Q (86311.410000 sec): 3 clusters
  Score: Raw -1914325.714336 + Penalty 3167.625923 = -1911158.088413
  nChanged 35
		SP:Iteration 73Q (86311.650000 sec): 3 clusters
  Score: Raw -1914349.498920 + Penalty 3167.625923 = -1911181.872996
  nChanged 35
		SP:Iteration 74Q (86311.940000 sec): 3 clusters
  Score: Raw -1914369.280593 + Penalty 3167.625923 = -1911201.654670
  nChanged 40
		SP:Iteration 75Q (86312.200000 sec): 3 clusters
  Score: Raw -1914389.338819 + Penalty 3167.625923 = -1911221.712896
  nChanged 25
		SP:Iteration 76Q (86312.470000 sec): 3 clusters
  Score: Raw -1914401.396430 + Penalty 3167.625923 = -1911233.770507
  nChanged 16
		SP:Iteration 77Q (86312.710000 sec): 3 clusters
  Score: Raw -1914408.782678 + Penalty 3167.625923 = -1911241.156755
  nChanged 11
		SP:Iteration 78Q (86313.010000 sec): 3 clusters
  Score: Raw -1914415.142488 + Penalty 3167.625923 = -1911247.516565
  nChanged 11
		SP:Iteration 79Q (86313.260000 sec): 3 clusters
  Score: Raw -1914421.087633 + Penalty 3167.625923 = -1911253.461710
  nChanged 11
		SP:Iteration 80F (86313.510000 sec): 3 clusters
  Score: Raw -1914426.897781 + Penalty 3167.625923 = -1911259.271858
  nChanged 10
		SP:Iteration 81Q (86313.720000 sec): 3 clusters
  Score: Raw -1914435.392365 + Penalty 3167.625923 = -1911267.766441
  nChanged 12
		SP:Iteration 82Q (86313.940000 sec): 3 clusters
  Score: Raw -1914440.190401 + Penalty 3167.625923 = -1911272.564478
  nChanged 11
		SP:Iteration 83Q (86314.160000 sec): 3 clusters
  Score: Raw -1914444.013427 + Penalty 3167.625923 = -1911276.387504
  nChanged 7
		SP:Iteration 84Q (86314.460000 sec): 3 clusters
  Score: Raw -1914447.246912 + Penalty 3167.625923 = -1911279.620989
  nChanged 11
		SP:Iteration 85Q (86314.700000 sec): 3 clusters
  Score: Raw -1914453.071615 + Penalty 3167.625923 = -1911285.445692
  nChanged 11
		SP:Iteration 86Q (86314.930000 sec): 3 clusters
  Score: Raw -1914459.092473 + Penalty 3167.625923 = -1911291.466550
  nChanged 10
		SP:Iteration 87Q (86315.160000 sec): 3 clusters
  Score: Raw -1914462.930449 + Penalty 3167.625923 = -1911295.304525
  nChanged 12
		SP:Iteration 88Q (86315.410000 sec): 3 clusters
  Score: Raw -1914469.612880 + Penalty 3167.625923 = -1911301.986957
  nChanged 9
		SP:Iteration 89Q (86315.700000 sec): 3 clusters
  Score: Raw -1914473.615663 + Penalty 3167.625923 = -1911305.989739
  nChanged 9
		SP:Iteration 90Q (86315.990000 sec): 3 clusters
  Score: Raw -1914479.207208 + Penalty 3167.625923 = -1911311.581285
  nChanged 7
		SP:Iteration 91Q (86316.260000 sec): 3 clusters
  Score: Raw -1914482.735110 + Penalty 3167.625923 = -1911315.109187
  nChanged 5
		SP:Iteration 92Q (86316.530000 sec): 3 clusters
  Score: Raw -1914485.628589 + Penalty 3167.625923 = -1911318.002666
  nChanged 4
		SP:Iteration 93Q (86316.810000 sec): 3 clusters
  Score: Raw -1914486.738062 + Penalty 3167.625923 = -1911319.112139
  nChanged 3
		SP:Iteration 94Q (86317.140000 sec): 3 clusters
  Score: Raw -1914487.723807 + Penalty 3167.625923 = -1911320.097883
  nChanged 3
		SP:Iteration 95Q (86317.380000 sec): 3 clusters
  Score: Raw -1914488.450650 + Penalty 3167.625923 = -1911320.824726
  nChanged 0
		SP:Iteration 96F (86317.610000 sec): 3 clusters
  Score: Raw -1914488.450650 + Penalty 3167.625923 = -1911320.824726
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86317.720000 sec): 2 clusters
  Score: Raw -477619.261603 + Penalty 1363.160137 = -476256.101465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86317.920000 sec): 3 clusters
  Score: Raw -475372.638737 + Penalty 2726.320275 = -472646.318462
  nChanged 1791
		SP:Iteration 1F (86318.100000 sec): 3 clusters
  Score: Raw -476333.976376 + Penalty 2726.320275 = -473607.656101
  nChanged 347
		SP:Iteration 2F (86318.320000 sec): 3 clusters
  Score: Raw -476543.387261 + Penalty 2726.320275 = -473817.066986
  nChanged 263
		SP:Iteration 3F (86318.430000 sec): 3 clusters
  Score: Raw -476690.668493 + Penalty 2726.320275 = -473964.348218
  nChanged 203
		SP:Iteration 4Q (86318.630000 sec): 3 clusters
  Score: Raw -476805.766741 + Penalty 2726.320275 = -474079.446466
  nChanged 173
		SP:Iteration 5Q (86318.820000 sec): 3 clusters
  Score: Raw -476927.586066 + Penalty 2726.320275 = -474201.265791
  nChanged 177
		SP:Iteration 6Q (86319.010000 sec): 3 clusters
  Score: Raw -477055.022589 + Penalty 2726.320275 = -474328.702314
  nChanged 149
		SP:Iteration 7Q (86319.210000 sec): 3 clusters
  Score: Raw -477135.402254 + Penalty 2726.320275 = -474409.081979
  nChanged 138
		SP:Iteration 8Q (86319.370000 sec): 3 clusters
  Score: Raw -477212.136904 + Penalty 2726.320275 = -474485.816629
  nChanged 130
		SP:Iteration 9Q (86319.580000 sec): 3 clusters
  Score: Raw -477293.170987 + Penalty 2726.320275 = -474566.850712
  nChanged 125
		SP:Iteration 10Q (86319.760000 sec): 3 clusters
  Score: Raw -477376.305882 + Penalty 2726.320275 = -474649.985607
  nChanged 127
		SP:Iteration 11Q (86319.950000 sec): 3 clusters
  Score: Raw -477453.282380 + Penalty 2726.320275 = -474726.962105
  nChanged 122
		SP:Iteration 12Q (86320.120000 sec): 3 clusters
  Score: Raw -477523.882627 + Penalty 2726.320275 = -474797.562352
  nChanged 122
		SP:Iteration 13Q (86320.270000 sec): 3 clusters
  Score: Raw -477593.201866 + Penalty 2726.320275 = -474866.881591
  nChanged 116
		SP:Iteration 14Q (86320.500000 sec): 3 clusters
  Score: Raw -477668.386285 + Penalty 2726.320275 = -474942.066011
  nChanged 105
		SP:Iteration 15Q (86320.690000 sec): 3 clusters
  Score: Raw -477734.154193 + Penalty 2726.320275 = -475007.833918
  nChanged 77
		SP:Iteration 16Q (86320.910000 sec): 3 clusters
  Score: Raw -477769.430191 + Penalty 2726.320275 = -475043.109916
  nChanged 63
		SP:Iteration 17Q (86321.050000 sec): 3 clusters
  Score: Raw -477798.345430 + Penalty 2726.320275 = -475072.025155
  nChanged 50
		SP:Iteration 18Q (86321.210000 sec): 3 clusters
  Score: Raw -477826.628458 + Penalty 2726.320275 = -475100.308183
  nChanged 46
		SP:Iteration 19Q (86321.450000 sec): 3 clusters
  Score: Raw -477852.942031 + Penalty 2726.320275 = -475126.621756
  nChanged 52
		SP:Iteration 20F (86321.600000 sec): 3 clusters
  Score: Raw -477880.942653 + Penalty 2726.320275 = -475154.622378
  nChanged 45
		SP:Iteration 21Q (86321.810000 sec): 3 clusters
  Score: Raw -477900.046020 + Penalty 2726.320275 = -475173.725745
  nChanged 25
		SP:Iteration 22Q (86322.020000 sec): 3 clusters
  Score: Raw -477908.934879 + Penalty 2726.320275 = -475182.614604
  nChanged 21
		SP:Iteration 23Q (86322.180000 sec): 3 clusters
  Score: Raw -477915.103473 + Penalty 2726.320275 = -475188.783198
  nChanged 16
		SP:Iteration 24Q (86322.380000 sec): 3 clusters
  Score: Raw -477923.622503 + Penalty 2726.320275 = -475197.302228
  nChanged 19
		SP:Iteration 25Q (86322.580000 sec): 3 clusters
  Score: Raw -477936.911387 + Penalty 2726.320275 = -475210.591112
  nChanged 25
		SP:Iteration 26Q (86322.750000 sec): 3 clusters
  Score: Raw -477951.617550 + Penalty 2726.320275 = -475225.297275
  nChanged 26
		SP:Iteration 27Q (86323.000000 sec): 3 clusters
  Score: Raw -477963.669630 + Penalty 2726.320275 = -475237.349355
  nChanged 24
		SP:Iteration 28Q (86323.150000 sec): 3 clusters
  Score: Raw -477974.605585 + Penalty 2726.320275 = -475248.285310
  nChanged 22
		SP:Iteration 29Q (86323.370000 sec): 3 clusters
  Score: Raw -477985.622373 + Penalty 2726.320275 = -475259.302098
  nChanged 17
		SP:Iteration 30Q (86323.560000 sec): 3 clusters
  Score: Raw -477993.386298 + Penalty 2726.320275 = -475267.066023
  nChanged 13
		SP:Iteration 31Q (86323.740000 sec): 3 clusters
  Score: Raw -477998.887653 + Penalty 2726.320275 = -475272.567378
  nChanged 18
		SP:Iteration 32Q (86323.920000 sec): 3 clusters
  Score: Raw -478006.314741 + Penalty 2726.320275 = -475279.994466
  nChanged 22
		SP:Iteration 33Q (86324.120000 sec): 3 clusters
  Score: Raw -478015.183036 + Penalty 2726.320275 = -475288.862761
  nChanged 19
		SP:Iteration 34Q (86324.300000 sec): 3 clusters
  Score: Raw -478024.281599 + Penalty 2726.320275 = -475297.961324
  nChanged 14
		SP:Iteration 35Q (86324.460000 sec): 3 clusters
  Score: Raw -478028.883788 + Penalty 2726.320275 = -475302.563513
  nChanged 7
		SP:Iteration 36Q (86324.680000 sec): 3 clusters
  Score: Raw -478030.718951 + Penalty 2726.320275 = -475304.398676
  nChanged 7
		SP:Iteration 37Q (86324.860000 sec): 3 clusters
  Score: Raw -478032.582918 + Penalty 2726.320275 = -475306.262643
  nChanged 6
		SP:Iteration 38Q (86325.030000 sec): 3 clusters
  Score: Raw -478036.323249 + Penalty 2726.320275 = -475310.002974
  nChanged 11
		SP:Iteration 39Q (86325.220000 sec): 3 clusters
  Score: Raw -478040.651848 + Penalty 2726.320275 = -475314.331573
  nChanged 10
		SP:Iteration 40F (86325.360000 sec): 3 clusters
  Score: Raw -478044.143820 + Penalty 2726.320275 = -475317.823545
  nChanged 7
		SP:Iteration 41Q (86325.520000 sec): 3 clusters
  Score: Raw -478046.319261 + Penalty 2726.320275 = -475319.998986
  nChanged 5
		SP:Iteration 42Q (86325.670000 sec): 3 clusters
  Score: Raw -478048.156650 + Penalty 2726.320275 = -475321.836375
  nChanged 5
		SP:Iteration 43Q (86325.830000 sec): 3 clusters
  Score: Raw -478050.013471 + Penalty 2726.320275 = -475323.693196
  nChanged 4
		SP:Iteration 44Q (86326.020000 sec): 3 clusters
  Score: Raw -478051.570254 + Penalty 2726.320275 = -475325.249979
  nChanged 4
		SP:Iteration 45Q (86326.180000 sec): 3 clusters
  Score: Raw -478053.025331 + Penalty 2726.320275 = -475326.705056
  nChanged 1
		SP:Iteration 46Q (86326.370000 sec): 3 clusters
  Score: Raw -478053.198495 + Penalty 2726.320275 = -475326.878220
  nChanged 2
		SP:Iteration 47Q (86326.560000 sec): 3 clusters
  Score: Raw -478053.548506 + Penalty 2726.320275 = -475327.228231
  nChanged 0
		SP:Iteration 48F (86326.780000 sec): 3 clusters
  Score: Raw -478053.548506 + Penalty 2726.320275 = -475327.228231
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86327.470000 sec): 2 clusters
  Score: Raw -10352775.767348 + Penalty 1860.754140 = -10350915.013208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86328.230000 sec): 3 clusters
  Score: Raw -10292144.778246 + Penalty 3721.508281 = -10288423.269965
  nChanged 44722
		SP:Iteration 1F (86328.980000 sec): 3 clusters
  Score: Raw -10318221.898217 + Penalty 3721.508281 = -10314500.389936
  nChanged 3357
		SP:Iteration 2Q (86329.740000 sec): 3 clusters
  Score: Raw -10319145.042247 + Penalty 3721.508281 = -10315423.533966
  nChanged 3506
		SP:Iteration 3Q (86330.520000 sec): 3 clusters
  Score: Raw -10320231.398903 + Penalty 3721.508281 = -10316509.890623
  nChanged 3799
		SP:Iteration 4Q (86331.320000 sec): 3 clusters
  Score: Raw -10321591.947798 + Penalty 3721.508281 = -10317870.439517
  nChanged 4178
		SP:Iteration 5Q (86332.090000 sec): 3 clusters
  Score: Raw -10323349.552225 + Penalty 3721.508281 = -10319628.043944
  nChanged 4644
		SP:Iteration 6Q (86332.920000 sec): 3 clusters
  Score: Raw -10325595.295649 + Penalty 3721.508281 = -10321873.787368
  nChanged 4854
		SP:Iteration 7F (86333.710000 sec): 3 clusters
  Score: Raw -10328284.451926 + Penalty 3721.508281 = -10324562.943646
  nChanged 4947
		SP:Iteration 8F (86334.520000 sec): 3 clusters
  Score: Raw -10331345.417206 + Penalty 3721.508281 = -10327623.908925
  nChanged 4733
		SP:Iteration 9F (86335.240000 sec): 3 clusters
  Score: Raw -10334030.622634 + Penalty 3721.508281 = -10330309.114353
  nChanged 3925
		SP:Iteration 10Q (86336.050000 sec): 3 clusters
  Score: Raw -10335697.208420 + Penalty 3721.508281 = -10331975.700140
  nChanged 2782
		SP:Iteration 11Q (86336.860000 sec): 3 clusters
  Score: Raw -10336427.531466 + Penalty 3721.508281 = -10332706.023186
  nChanged 1622
		SP:Iteration 12Q (86337.680000 sec): 3 clusters
  Score: Raw -10336674.513942 + Penalty 3721.508281 = -10332953.005662
  nChanged 931
		SP:Iteration 13Q (86338.420000 sec): 3 clusters
  Score: Raw -10336770.787567 + Penalty 3721.508281 = -10333049.279287
  nChanged 574
		SP:Iteration 14Q (86339.160000 sec): 3 clusters
  Score: Raw -10336824.970710 + Penalty 3721.508281 = -10333103.462430
  nChanged 504
		SP:Iteration 15Q (86339.950000 sec): 3 clusters
  Score: Raw -10336873.385090 + Penalty 3721.508281 = -10333151.876809
  nChanged 457
		SP:Iteration 16Q (86340.640000 sec): 3 clusters
  Score: Raw -10336916.932038 + Penalty 3721.508281 = -10333195.423757
  nChanged 471
		SP:Iteration 17Q (86341.340000 sec): 3 clusters
  Score: Raw -10336962.143895 + Penalty 3721.508281 = -10333240.635614
  nChanged 445
		SP:Iteration 18Q (86342.060000 sec): 3 clusters
  Score: Raw -10337000.101989 + Penalty 3721.508281 = -10333278.593709
  nChanged 389
		SP:Iteration 19Q (86342.800000 sec): 3 clusters
  Score: Raw -10337030.159764 + Penalty 3721.508281 = -10333308.651483
  nChanged 394
		SP:Iteration 20F (86343.550000 sec): 3 clusters
  Score: Raw -10337064.383245 + Penalty 3721.508281 = -10333342.874964
  nChanged 398
		SP:Iteration 21Q (86344.220000 sec): 3 clusters
  Score: Raw -10337097.054761 + Penalty 3721.508281 = -10333375.546480
  nChanged 378
		SP:Iteration 22Q (86344.940000 sec): 3 clusters
  Score: Raw -10337125.609417 + Penalty 3721.508281 = -10333404.101136
  nChanged 330
		SP:Iteration 23Q (86345.630000 sec): 3 clusters
  Score: Raw -10337149.421589 + Penalty 3721.508281 = -10333427.913309
  nChanged 321
		SP:Iteration 24Q (86346.330000 sec): 3 clusters
  Score: Raw -10337171.252623 + Penalty 3721.508281 = -10333449.744343
  nChanged 313
		SP:Iteration 25Q (86347.050000 sec): 3 clusters
  Score: Raw -10337193.686953 + Penalty 3721.508281 = -10333472.178672
  nChanged 309
		SP:Iteration 26Q (86347.780000 sec): 3 clusters
  Score: Raw -10337214.334921 + Penalty 3721.508281 = -10333492.826640
  nChanged 301
		SP:Iteration 27Q (86348.520000 sec): 3 clusters
  Score: Raw -10337233.702955 + Penalty 3721.508281 = -10333512.194675
  nChanged 296
		SP:Iteration 28Q (86349.350000 sec): 3 clusters
  Score: Raw -10337252.336860 + Penalty 3721.508281 = -10333530.828580
  nChanged 300
		SP:Iteration 29Q (86350.220000 sec): 3 clusters
  Score: Raw -10337271.232924 + Penalty 3721.508281 = -10333549.724644
  nChanged 297
		SP:Iteration 30Q (86350.970000 sec): 3 clusters
  Score: Raw -10337290.698183 + Penalty 3721.508281 = -10333569.189902
  nChanged 288
		SP:Iteration 31Q (86351.660000 sec): 3 clusters
  Score: Raw -10337308.337941 + Penalty 3721.508281 = -10333586.829661
  nChanged 245
		SP:Iteration 32Q (86352.390000 sec): 3 clusters
  Score: Raw -10337321.687579 + Penalty 3721.508281 = -10333600.179298
  nChanged 219
		SP:Iteration 33Q (86353.150000 sec): 3 clusters
  Score: Raw -10337332.464727 + Penalty 3721.508281 = -10333610.956446
  nChanged 190
		SP:Iteration 34Q (86353.840000 sec): 3 clusters
  Score: Raw -10337341.646055 + Penalty 3721.508281 = -10333620.137774
  nChanged 185
		SP:Iteration 35Q (86354.490000 sec): 3 clusters
  Score: Raw -10337349.676679 + Penalty 3721.508281 = -10333628.168398
  nChanged 161
		SP:Iteration 36Q (86355.250000 sec): 3 clusters
  Score: Raw -10337355.881162 + Penalty 3721.508281 = -10333634.372881
  nChanged 169
		SP:Iteration 37Q (86356.020000 sec): 3 clusters
  Score: Raw -10337362.995794 + Penalty 3721.508281 = -10333641.487514
  nChanged 159
		SP:Iteration 38Q (86356.860000 sec): 3 clusters
  Score: Raw -10337368.925926 + Penalty 3721.508281 = -10333647.417646
  nChanged 142
		SP:Iteration 39Q (86357.610000 sec): 3 clusters
  Score: Raw -10337374.432692 + Penalty 3721.508281 = -10333652.924411
  nChanged 151
		SP:Iteration 40F (86358.370000 sec): 3 clusters
  Score: Raw -10337379.825325 + Penalty 3721.508281 = -10333658.317045
  nChanged 141
		SP:Iteration 41Q (86359.140000 sec): 3 clusters
  Score: Raw -10337386.278027 + Penalty 3721.508281 = -10333664.769746
  nChanged 159
		SP:Iteration 42Q (86359.890000 sec): 3 clusters
  Score: Raw -10337394.118282 + Penalty 3721.508281 = -10333672.610001
  nChanged 178
		SP:Iteration 43Q (86360.670000 sec): 3 clusters
  Score: Raw -10337402.814190 + Penalty 3721.508281 = -10333681.305910
  nChanged 181
		SP:Iteration 44Q (86361.450000 sec): 3 clusters
  Score: Raw -10337410.052550 + Penalty 3721.508281 = -10333688.544269
  nChanged 157
		SP:Iteration 45Q (86362.130000 sec): 3 clusters
  Score: Raw -10337416.264337 + Penalty 3721.508281 = -10333694.756056
  nChanged 169
		SP:Iteration 46Q (86362.850000 sec): 3 clusters
  Score: Raw -10337423.102724 + Penalty 3721.508281 = -10333701.594443
  nChanged 153
		SP:Iteration 47Q (86363.540000 sec): 3 clusters
  Score: Raw -10337429.690789 + Penalty 3721.508281 = -10333708.182509
  nChanged 148
		SP:Iteration 48Q (86364.270000 sec): 3 clusters
  Score: Raw -10337435.583599 + Penalty 3721.508281 = -10333714.075319
  nChanged 135
		SP:Iteration 49Q (86365.060000 sec): 3 clusters
  Score: Raw -10337440.725739 + Penalty 3721.508281 = -10333719.217458
  nChanged 132
		SP:Iteration 50Q (86365.790000 sec): 3 clusters
  Score: Raw -10337445.307739 + Penalty 3721.508281 = -10333723.799459
  nChanged 115
		SP:Iteration 51Q (86366.570000 sec): 3 clusters
  Score: Raw -10337448.481101 + Penalty 3721.508281 = -10333726.972820
  nChanged 117
		SP:Iteration 52Q (86367.310000 sec): 3 clusters
  Score: Raw -10337451.774546 + Penalty 3721.508281 = -10333730.266265
  nChanged 88
		SP:Iteration 53Q (86368.020000 sec): 3 clusters
  Score: Raw -10337454.580678 + Penalty 3721.508281 = -10333733.072398
  nChanged 113
		SP:Iteration 54Q (86368.760000 sec): 3 clusters
  Score: Raw -10337458.763299 + Penalty 3721.508281 = -10333737.255018
  nChanged 114
		SP:Iteration 55Q (86369.480000 sec): 3 clusters
  Score: Raw -10337462.473286 + Penalty 3721.508281 = -10333740.965006
  nChanged 124
		SP:Iteration 56Q (86370.230000 sec): 3 clusters
  Score: Raw -10337466.804371 + Penalty 3721.508281 = -10333745.296091
  nChanged 132
		SP:Iteration 57Q (86371.030000 sec): 3 clusters
  Score: Raw -10337471.711581 + Penalty 3721.508281 = -10333750.203300
  nChanged 147
		SP:Iteration 58Q (86371.810000 sec): 3 clusters
  Score: Raw -10337477.652096 + Penalty 3721.508281 = -10333756.143815
  nChanged 161
		SP:Iteration 59Q (86372.530000 sec): 3 clusters
  Score: Raw -10337485.281801 + Penalty 3721.508281 = -10333763.773521
  nChanged 183
		SP:Iteration 60F (86373.240000 sec): 3 clusters
  Score: Raw -10337494.154824 + Penalty 3721.508281 = -10333772.646543
  nChanged 191
		SP:Iteration 61Q (86374.030000 sec): 3 clusters
  Score: Raw -10337503.410953 + Penalty 3721.508281 = -10333781.902673
  nChanged 213
		SP:Iteration 62Q (86374.830000 sec): 3 clusters
  Score: Raw -10337515.033026 + Penalty 3721.508281 = -10333793.524746
  nChanged 241
		SP:Iteration 63Q (86375.640000 sec): 3 clusters
  Score: Raw -10337527.894995 + Penalty 3721.508281 = -10333806.386715
  nChanged 255
		SP:Iteration 64Q (86376.440000 sec): 3 clusters
  Score: Raw -10337542.247106 + Penalty 3721.508281 = -10333820.738826
  nChanged 253
		SP:Iteration 65Q (86377.230000 sec): 3 clusters
  Score: Raw -10337555.468229 + Penalty 3721.508281 = -10333833.959949
  nChanged 257
		SP:Iteration 66Q (86378.040000 sec): 3 clusters
  Score: Raw -10337570.205508 + Penalty 3721.508281 = -10333848.697228
  nChanged 273
		SP:Iteration 67Q (86378.820000 sec): 3 clusters
  Score: Raw -10337588.337168 + Penalty 3721.508281 = -10333866.828887
  nChanged 328
		SP:Iteration 68Q (86379.610000 sec): 3 clusters
  Score: Raw -10337611.385922 + Penalty 3721.508281 = -10333889.877641
  nChanged 367
		SP:Iteration 69Q (86380.450000 sec): 3 clusters
  Score: Raw -10337638.851766 + Penalty 3721.508281 = -10333917.343485
  nChanged 378
		SP:Iteration 70Q (86381.320000 sec): 3 clusters
  Score: Raw -10337667.285884 + Penalty 3721.508281 = -10333945.777603
  nChanged 376
		SP:Iteration 71Q (86382.090000 sec): 3 clusters
  Score: Raw -10337696.525393 + Penalty 3721.508281 = -10333975.017112
  nChanged 390
		SP:Iteration 72Q (86382.890000 sec): 3 clusters
  Score: Raw -10337726.444397 + Penalty 3721.508281 = -10334004.936116
  nChanged 402
		SP:Iteration 73Q (86383.590000 sec): 3 clusters
  Score: Raw -10337758.186089 + Penalty 3721.508281 = -10334036.677808
  nChanged 423
		SP:Iteration 74Q (86384.310000 sec): 3 clusters
  Score: Raw -10337793.712924 + Penalty 3721.508281 = -10334072.204643
  nChanged 459
		SP:Iteration 75Q (86384.930000 sec): 3 clusters
  Score: Raw -10337836.066017 + Penalty 3721.508281 = -10334114.557736
  nChanged 496
		SP:Iteration 76Q (86385.520000 sec): 3 clusters
  Score: Raw -10337890.251108 + Penalty 3721.508281 = -10334168.742827
  nChanged 576
		SP:Iteration 77Q (86386.110000 sec): 3 clusters
  Score: Raw -10337958.917515 + Penalty 3721.508281 = -10334237.409234
  nChanged 631
		SP:Iteration 78Q (86386.700000 sec): 3 clusters
  Score: Raw -10338040.677582 + Penalty 3721.508281 = -10334319.169301
  nChanged 687
		SP:Iteration 79Q (86387.280000 sec): 3 clusters
  Score: Raw -10338130.911992 + Penalty 3721.508281 = -10334409.403711
  nChanged 728
		SP:Iteration 80F (86387.890000 sec): 3 clusters
  Score: Raw -10338234.823874 + Penalty 3721.508281 = -10334513.315593
  nChanged 793
		SP:Iteration 81Q (86388.490000 sec): 3 clusters
  Score: Raw -10338352.336292 + Penalty 3721.508281 = -10334630.828012
  nChanged 806
		SP:Iteration 82Q (86389.100000 sec): 3 clusters
  Score: Raw -10338474.194961 + Penalty 3721.508281 = -10334752.686680
  nChanged 861
		SP:Iteration 83Q (86389.670000 sec): 3 clusters
  Score: Raw -10338607.649182 + Penalty 3721.508281 = -10334886.140901
  nChanged 886
		SP:Iteration 84Q (86390.270000 sec): 3 clusters
  Score: Raw -10338753.853363 + Penalty 3721.508281 = -10335032.345082
  nChanged 989
		SP:Iteration 85Q (86390.890000 sec): 3 clusters
  Score: Raw -10338929.234371 + Penalty 3721.508281 = -10335207.726091
  nChanged 1060
		SP:Iteration 86Q (86391.570000 sec): 3 clusters
  Score: Raw -10339129.276350 + Penalty 3721.508281 = -10335407.768070
  nChanged 1126
		SP:Iteration 87Q (86392.210000 sec): 3 clusters
  Score: Raw -10339360.550000 + Penalty 3721.508281 = -10335639.041719
  nChanged 1237
		SP:Iteration 88Q (86392.900000 sec): 3 clusters
  Score: Raw -10339637.217462 + Penalty 3721.508281 = -10335915.709182
  nChanged 1328
		SP:Iteration 89Q (86393.560000 sec): 3 clusters
  Score: Raw -10339955.840156 + Penalty 3721.508281 = -10336234.331876
  nChanged 1454
		SP:Iteration 90Q (86394.210000 sec): 3 clusters
  Score: Raw -10340335.704217 + Penalty 3721.508281 = -10336614.195937
  nChanged 1557
		SP:Iteration 91Q (86394.860000 sec): 3 clusters
  Score: Raw -10340767.697314 + Penalty 3721.508281 = -10337046.189034
  nChanged 1609
		SP:Iteration 92Q (86395.500000 sec): 3 clusters
  Score: Raw -10341257.764155 + Penalty 3721.508281 = -10337536.255874
  nChanged 1688
		SP:Iteration 93Q (86396.140000 sec): 3 clusters
  Score: Raw -10341827.397820 + Penalty 3721.508281 = -10338105.889539
  nChanged 1756
		SP:Iteration 94Q (86396.730000 sec): 3 clusters
  Score: Raw -10342476.500173 + Penalty 3721.508281 = -10338754.991893
  nChanged 1898
		SP:Iteration 95Q (86397.290000 sec): 3 clusters
  Score: Raw -10343252.187607 + Penalty 3721.508281 = -10339530.679327
  nChanged 1905
		SP:Iteration 96Q (86397.850000 sec): 3 clusters
  Score: Raw -10344108.289862 + Penalty 3721.508281 = -10340386.781582
  nChanged 1954
		SP:Iteration 97Q (86398.430000 sec): 3 clusters
  Score: Raw -10345087.090274 + Penalty 3721.508281 = -10341365.581993
  nChanged 1966
		SP:Iteration 98Q (86399.030000 sec): 3 clusters
  Score: Raw -10346144.098205 + Penalty 3721.508281 = -10342422.589925
  nChanged 1899
		SP:Iteration 99Q (86399.590000 sec): 3 clusters
  Score: Raw -10347264.167201 + Penalty 3721.508281 = -10343542.658920
  nChanged 1779
		SP:Iteration 100F (86400.210000 sec): 3 clusters
  Score: Raw -10348426.648583 + Penalty 3721.508281 = -10344705.140302
  nChanged 1632
		SP:Iteration 101Q (86400.770000 sec): 3 clusters
  Score: Raw -10349551.165089 + Penalty 3721.508281 = -10345829.656809
  nChanged 1408
		SP:Iteration 102Q (86401.330000 sec): 3 clusters
  Score: Raw -10350578.651715 + Penalty 3721.508281 = -10346857.143435
  nChanged 1105
		SP:Iteration 103Q (86401.850000 sec): 3 clusters
  Score: Raw -10351387.784266 + Penalty 3721.508281 = -10347666.275985
  nChanged 801
		SP:Iteration 104Q (86402.350000 sec): 3 clusters
  Score: Raw -10351980.779688 + Penalty 3721.508281 = -10348259.271408
  nChanged 539
		SP:Iteration 105Q (86402.890000 sec): 3 clusters
  Score: Raw -10352394.383653 + Penalty 3721.508281 = -10348672.875372
  nChanged 303
		SP:Iteration 106Q (86403.480000 sec): 3 clusters
  Score: Raw -10352622.419468 + Penalty 3721.508281 = -10348900.911188
  nChanged 165
		SP:Iteration 107Q (86404.070000 sec): 3 clusters
  Score: Raw -10352762.499289 + Penalty 3721.508281 = -10349040.991008
  nChanged 95
		SP:Iteration 108Q (86404.680000 sec): 3 clusters
  Score: Raw -10352839.646903 + Penalty 3721.508281 = -10349118.138623
  nChanged 49
		SP:Iteration 109Q (86405.230000 sec): 3 clusters
  Score: Raw -10352882.728510 + Penalty 3721.508281 = -10349161.220230
  nChanged 33
		SP:Iteration 110Q (86405.860000 sec): 3 clusters
  Score: Raw -10352910.846548 + Penalty 3721.508281 = -10349189.338267
  nChanged 27
		SP:Iteration 111Q (86406.430000 sec): 3 clusters
  Score: Raw -10352929.556228 + Penalty 3721.508281 = -10349208.047948
  nChanged 20
		SP:Iteration 112Q (86407.010000 sec): 3 clusters
  Score: Raw -10352947.840683 + Penalty 3721.508281 = -10349226.332403
  nChanged 13
		SP:Iteration 113Q (86407.640000 sec): 3 clusters
  Score: Raw -10352959.528337 + Penalty 3721.508281 = -10349238.020057
  nChanged 12
		SP:Iteration 114Q (86408.280000 sec): 3 clusters
  Score: Raw -10352969.603511 + Penalty 3721.508281 = -10349248.095231
  nChanged 10
		SP:Iteration 115Q (86408.930000 sec): 3 clusters
  Score: Raw -10352977.716573 + Penalty 3721.508281 = -10349256.208293
  nChanged 13
		SP:Iteration 116Q (86409.590000 sec): 3 clusters
  Score: Raw -10352993.853337 + Penalty 3721.508281 = -10349272.345057
  nChanged 12
		SP:Iteration 117Q (86410.230000 sec): 3 clusters
  Score: Raw -10353007.890492 + Penalty 3721.508281 = -10349286.382212
  nChanged 9
		SP:Iteration 118Q (86410.850000 sec): 3 clusters
  Score: Raw -10353014.832877 + Penalty 3721.508281 = -10349293.324596
  nChanged 4
		SP:Iteration 119Q (86411.430000 sec): 3 clusters
  Score: Raw -10353018.218493 + Penalty 3721.508281 = -10349296.710213
  nChanged 2
		SP:Iteration 120F (86412.060000 sec): 3 clusters
  Score: Raw -10353020.496510 + Penalty 3721.508281 = -10349298.988230
  nChanged 1
		SP:Iteration 121Q (86412.690000 sec): 3 clusters
  Score: Raw -10353020.862850 + Penalty 3721.508281 = -10349299.354570
  nChanged 0
		SP:Iteration 122F (86413.370000 sec): 3 clusters
  Score: Raw -10353020.862850 + Penalty 3721.508281 = -10349299.354570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86413.540000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86413.730000 sec): 3 clusters
  Score: Raw -596605.882298 + Penalty 2801.125225 = -593804.757073
  nChanged 2187
		SP:Iteration 1F (86413.930000 sec): 3 clusters
  Score: Raw -597875.822448 + Penalty 2801.125225 = -595074.697223
  nChanged 460
		SP:Iteration 2F (86414.110000 sec): 3 clusters
  Score: Raw -598189.222725 + Penalty 2801.125225 = -595388.097501
  nChanged 384
		SP:Iteration 3F (86414.300000 sec): 3 clusters
  Score: Raw -598426.353219 + Penalty 2801.125225 = -595625.227994
  nChanged 306
		SP:Iteration 4F (86414.460000 sec): 3 clusters
  Score: Raw -598601.536211 + Penalty 2801.125225 = -595800.410987
  nChanged 253
		SP:Iteration 5Q (86414.660000 sec): 3 clusters
  Score: Raw -598737.296688 + Penalty 2801.125225 = -595936.171464
  nChanged 192
		SP:Iteration 6Q (86414.900000 sec): 3 clusters
  Score: Raw -598852.769935 + Penalty 2801.125225 = -596051.644711
  nChanged 180
		SP:Iteration 7Q (86415.070000 sec): 3 clusters
  Score: Raw -598961.295473 + Penalty 2801.125225 = -596160.170248
  nChanged 183
		SP:Iteration 8Q (86415.280000 sec): 3 clusters
  Score: Raw -599074.022593 + Penalty 2801.125225 = -596272.897368
  nChanged 140
		SP:Iteration 9Q (86415.550000 sec): 3 clusters
  Score: Raw -599147.275111 + Penalty 2801.125225 = -596346.149886
  nChanged 116
		SP:Iteration 10Q (86415.740000 sec): 3 clusters
  Score: Raw -599203.027807 + Penalty 2801.125225 = -596401.902582
  nChanged 95
		SP:Iteration 11Q (86415.990000 sec): 3 clusters
  Score: Raw -599239.914666 + Penalty 2801.125225 = -596438.789441
  nChanged 67
		SP:Iteration 12Q (86416.220000 sec): 3 clusters
  Score: Raw -599269.009255 + Penalty 2801.125225 = -596467.884030
  nChanged 76
		SP:Iteration 13Q (86416.430000 sec): 3 clusters
  Score: Raw -599305.004659 + Penalty 2801.125225 = -596503.879434
  nChanged 69
		SP:Iteration 14Q (86416.640000 sec): 3 clusters
  Score: Raw -599342.980174 + Penalty 2801.125225 = -596541.854949
  nChanged 63
		SP:Iteration 15Q (86416.830000 sec): 3 clusters
  Score: Raw -599380.164364 + Penalty 2801.125225 = -596579.039139
  nChanged 62
		SP:Iteration 16Q (86416.940000 sec): 3 clusters
  Score: Raw -599407.282241 + Penalty 2801.125225 = -596606.157016
  nChanged 55
		SP:Iteration 17Q (86417.140000 sec): 3 clusters
  Score: Raw -599432.468786 + Penalty 2801.125225 = -596631.343562
  nChanged 47
		SP:Iteration 18Q (86417.280000 sec): 3 clusters
  Score: Raw -599454.675874 + Penalty 2801.125225 = -596653.550649
  nChanged 45
		SP:Iteration 19Q (86417.440000 sec): 3 clusters
  Score: Raw -599474.904023 + Penalty 2801.125225 = -596673.778798
  nChanged 51
		SP:Iteration 20F (86417.610000 sec): 3 clusters
  Score: Raw -599494.590837 + Penalty 2801.125225 = -596693.465612
  nChanged 42
		SP:Iteration 21Q (86417.820000 sec): 3 clusters
  Score: Raw -599513.350642 + Penalty 2801.125225 = -596712.225418
  nChanged 30
		SP:Iteration 22Q (86418.040000 sec): 3 clusters
  Score: Raw -599523.192201 + Penalty 2801.125225 = -596722.066976
  nChanged 24
		SP:Iteration 23Q (86418.230000 sec): 3 clusters
  Score: Raw -599530.429226 + Penalty 2801.125225 = -596729.304002
  nChanged 22
		SP:Iteration 24Q (86418.430000 sec): 3 clusters
  Score: Raw -599538.352672 + Penalty 2801.125225 = -596737.227447
  nChanged 19
		SP:Iteration 25Q (86418.630000 sec): 3 clusters
  Score: Raw -599544.041552 + Penalty 2801.125225 = -596742.916328
  nChanged 20
		SP:Iteration 26Q (86418.780000 sec): 3 clusters
  Score: Raw -599549.930526 + Penalty 2801.125225 = -596748.805302
  nChanged 14
		SP:Iteration 27Q (86419.000000 sec): 3 clusters
  Score: Raw -599555.052498 + Penalty 2801.125225 = -596753.927273
  nChanged 13
		SP:Iteration 28Q (86419.180000 sec): 3 clusters
  Score: Raw -599560.769469 + Penalty 2801.125225 = -596759.644244
  nChanged 16
		SP:Iteration 29Q (86419.350000 sec): 3 clusters
  Score: Raw -599565.546580 + Penalty 2801.125225 = -596764.421356
  nChanged 13
		SP:Iteration 30Q (86419.580000 sec): 3 clusters
  Score: Raw -599568.909550 + Penalty 2801.125225 = -596767.784325
  nChanged 14
		SP:Iteration 31Q (86419.750000 sec): 3 clusters
  Score: Raw -599572.244240 + Penalty 2801.125225 = -596771.119016
  nChanged 11
		SP:Iteration 32Q (86419.900000 sec): 3 clusters
  Score: Raw -599575.320016 + Penalty 2801.125225 = -596774.194792
  nChanged 10
		SP:Iteration 33Q (86420.070000 sec): 3 clusters
  Score: Raw -599578.939343 + Penalty 2801.125225 = -596777.814119
  nChanged 10
		SP:Iteration 34Q (86420.290000 sec): 3 clusters
  Score: Raw -599581.807945 + Penalty 2801.125225 = -596780.682720
  nChanged 9
		SP:Iteration 35Q (86420.470000 sec): 3 clusters
  Score: Raw -599586.630374 + Penalty 2801.125225 = -596785.505150
  nChanged 14
		SP:Iteration 36Q (86420.680000 sec): 3 clusters
  Score: Raw -599590.718350 + Penalty 2801.125225 = -596789.593125
  nChanged 15
		SP:Iteration 37Q (86420.860000 sec): 3 clusters
  Score: Raw -599595.596506 + Penalty 2801.125225 = -596794.471281
  nChanged 16
		SP:Iteration 38Q (86421.060000 sec): 3 clusters
  Score: Raw -599600.246968 + Penalty 2801.125225 = -596799.121744
  nChanged 9
		SP:Iteration 39Q (86421.260000 sec): 3 clusters
  Score: Raw -599602.847695 + Penalty 2801.125225 = -596801.722470
  nChanged 6
		SP:Iteration 40F (86421.470000 sec): 3 clusters
  Score: Raw -599604.034466 + Penalty 2801.125225 = -596802.909241
  nChanged 5
		SP:Iteration 41Q (86421.680000 sec): 3 clusters
  Score: Raw -599605.224942 + Penalty 2801.125225 = -596804.099717
  nChanged 4
		SP:Iteration 42Q (86421.850000 sec): 3 clusters
  Score: Raw -599606.121269 + Penalty 2801.125225 = -596804.996044
  nChanged 6
		SP:Iteration 43Q (86422.080000 sec): 3 clusters
  Score: Raw -599607.588645 + Penalty 2801.125225 = -596806.463421
  nChanged 4
		SP:Iteration 44Q (86422.270000 sec): 3 clusters
  Score: Raw -599608.510224 + Penalty 2801.125225 = -596807.384999
  nChanged 4
		SP:Iteration 45Q (86422.470000 sec): 3 clusters
  Score: Raw -599609.830109 + Penalty 2801.125225 = -596808.704884
  nChanged 4
		SP:Iteration 46Q (86422.630000 sec): 3 clusters
  Score: Raw -599610.886747 + Penalty 2801.125225 = -596809.761522
  nChanged 6
		SP:Iteration 47Q (86422.800000 sec): 3 clusters
  Score: Raw -599613.892152 + Penalty 2801.125225 = -596812.766927
  nChanged 5
		SP:Iteration 48Q (86422.990000 sec): 3 clusters
  Score: Raw -599616.869694 + Penalty 2801.125225 = -596815.744469
  nChanged 3
		SP:Iteration 49Q (86423.180000 sec): 3 clusters
  Score: Raw -599617.517694 + Penalty 2801.125225 = -596816.392469
  nChanged 1
		SP:Iteration 50Q (86423.360000 sec): 3 clusters
  Score: Raw -599617.890820 + Penalty 2801.125225 = -596816.765596
  nChanged 1
		SP:Iteration 51Q (86423.570000 sec): 3 clusters
  Score: Raw -599618.152762 + Penalty 2801.125225 = -596817.027537
  nChanged 0
		SP:Iteration 52F (86423.760000 sec): 3 clusters
  Score: Raw -599618.152762 + Penalty 2801.125225 = -596817.027537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86423.940000 sec): 2 clusters
  Score: Raw -1975945.757397 + Penalty 1592.511309 = -1974353.246088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86424.170000 sec): 3 clusters
  Score: Raw -1964971.215624 + Penalty 3185.022618 = -1961786.193006
  nChanged 8248
		SP:Iteration 1F (86424.450000 sec): 3 clusters
  Score: Raw -1969647.953851 + Penalty 3185.022618 = -1966462.931233
  nChanged 1062
		SP:Iteration 2F (86424.690000 sec): 3 clusters
  Score: Raw -1970143.893299 + Penalty 3185.022618 = -1966958.870681
  nChanged 1043
		SP:Iteration 3F (86425.010000 sec): 3 clusters
  Score: Raw -1970615.953465 + Penalty 3185.022618 = -1967430.930847
  nChanged 949
		SP:Iteration 4F (86425.260000 sec): 3 clusters
  Score: Raw -1971015.366804 + Penalty 3185.022618 = -1967830.344186
  nChanged 866
		SP:Iteration 5Q (86425.550000 sec): 3 clusters
  Score: Raw -1971376.274130 + Penalty 3185.022618 = -1968191.251512
  nChanged 838
		SP:Iteration 6Q (86425.800000 sec): 3 clusters
  Score: Raw -1971709.533389 + Penalty 3185.022618 = -1968524.510771
  nChanged 751
		SP:Iteration 7Q (86426.080000 sec): 3 clusters
  Score: Raw -1971992.942473 + Penalty 3185.022618 = -1968807.919855
  nChanged 686
		SP:Iteration 8Q (86426.320000 sec): 3 clusters
  Score: Raw -1972286.401740 + Penalty 3185.022618 = -1969101.379122
  nChanged 692
		SP:Iteration 9Q (86426.580000 sec): 3 clusters
  Score: Raw -1972614.888666 + Penalty 3185.022618 = -1969429.866048
  nChanged 714
		SP:Iteration 10Q (86426.840000 sec): 3 clusters
  Score: Raw -1972949.000694 + Penalty 3185.022618 = -1969763.978077
  nChanged 636
		SP:Iteration 11Q (86427.070000 sec): 3 clusters
  Score: Raw -1973254.593005 + Penalty 3185.022618 = -1970069.570387
  nChanged 606
		SP:Iteration 12Q (86427.330000 sec): 3 clusters
  Score: Raw -1973583.264582 + Penalty 3185.022618 = -1970398.241964
  nChanged 574
		SP:Iteration 13Q (86427.610000 sec): 3 clusters
  Score: Raw -1973935.055817 + Penalty 3185.022618 = -1970750.033199
  nChanged 574
		SP:Iteration 14Q (86427.880000 sec): 3 clusters
  Score: Raw -1974307.278133 + Penalty 3185.022618 = -1971122.255515
  nChanged 531
		SP:Iteration 15Q (86428.140000 sec): 3 clusters
  Score: Raw -1974661.424099 + Penalty 3185.022618 = -1971476.401481
  nChanged 462
		SP:Iteration 16Q (86428.430000 sec): 3 clusters
  Score: Raw -1975013.782878 + Penalty 3185.022618 = -1971828.760260
  nChanged 413
		SP:Iteration 17Q (86428.710000 sec): 3 clusters
  Score: Raw -1975309.765177 + Penalty 3185.022618 = -1972124.742559
  nChanged 351
		SP:Iteration 18Q (86429.000000 sec): 3 clusters
  Score: Raw -1975550.862714 + Penalty 3185.022618 = -1972365.840097
  nChanged 297
		SP:Iteration 19Q (86429.270000 sec): 3 clusters
  Score: Raw -1975755.183605 + Penalty 3185.022618 = -1972570.160987
  nChanged 249
		SP:Iteration 20F (86429.520000 sec): 3 clusters
  Score: Raw -1975931.400633 + Penalty 3185.022618 = -1972746.378015
  nChanged 186
		SP:Iteration 21Q (86429.740000 sec): 3 clusters
  Score: Raw -1976056.220148 + Penalty 3185.022618 = -1972871.197530
  nChanged 163
		SP:Iteration 22Q (86430.040000 sec): 3 clusters
  Score: Raw -1976173.410904 + Penalty 3185.022618 = -1972988.388286
  nChanged 138
		SP:Iteration 23Q (86430.280000 sec): 3 clusters
  Score: Raw -1976268.485268 + Penalty 3185.022618 = -1973083.462650
  nChanged 93
		SP:Iteration 24Q (86430.520000 sec): 3 clusters
  Score: Raw -1976325.011606 + Penalty 3185.022618 = -1973139.988988
  nChanged 76
		SP:Iteration 25Q (86430.760000 sec): 3 clusters
  Score: Raw -1976367.169542 + Penalty 3185.022618 = -1973182.146924
  nChanged 58
		SP:Iteration 26Q (86430.970000 sec): 3 clusters
  Score: Raw -1976401.462090 + Penalty 3185.022618 = -1973216.439473
  nChanged 40
		SP:Iteration 27Q (86431.200000 sec): 3 clusters
  Score: Raw -1976428.568477 + Penalty 3185.022618 = -1973243.545859
  nChanged 44
		SP:Iteration 28Q (86431.520000 sec): 3 clusters
  Score: Raw -1976458.498882 + Penalty 3185.022618 = -1973273.476264
  nChanged 36
		SP:Iteration 29Q (86431.790000 sec): 3 clusters
  Score: Raw -1976481.725339 + Penalty 3185.022618 = -1973296.702721
  nChanged 29
		SP:Iteration 30Q (86432.100000 sec): 3 clusters
  Score: Raw -1976505.551178 + Penalty 3185.022618 = -1973320.528560
  nChanged 30
		SP:Iteration 31Q (86432.350000 sec): 3 clusters
  Score: Raw -1976524.387361 + Penalty 3185.022618 = -1973339.364743
  nChanged 24
		SP:Iteration 32Q (86432.630000 sec): 3 clusters
  Score: Raw -1976541.330553 + Penalty 3185.022618 = -1973356.307935
  nChanged 28
		SP:Iteration 33Q (86432.890000 sec): 3 clusters
  Score: Raw -1976558.630746 + Penalty 3185.022618 = -1973373.608128
  nChanged 23
		SP:Iteration 34Q (86433.180000 sec): 3 clusters
  Score: Raw -1976569.210874 + Penalty 3185.022618 = -1973384.188256
  nChanged 12
		SP:Iteration 35Q (86433.460000 sec): 3 clusters
  Score: Raw -1976574.915221 + Penalty 3185.022618 = -1973389.892603
  nChanged 10
		SP:Iteration 36Q (86433.730000 sec): 3 clusters
  Score: Raw -1976579.503718 + Penalty 3185.022618 = -1973394.481100
  nChanged 6
		SP:Iteration 37Q (86433.980000 sec): 3 clusters
  Score: Raw -1976582.187652 + Penalty 3185.022618 = -1973397.165034
  nChanged 7
		SP:Iteration 38Q (86434.230000 sec): 3 clusters
  Score: Raw -1976585.564416 + Penalty 3185.022618 = -1973400.541798
  nChanged 8
		SP:Iteration 39Q (86434.480000 sec): 3 clusters
  Score: Raw -1976588.811676 + Penalty 3185.022618 = -1973403.789058
  nChanged 6
		SP:Iteration 40F (86434.720000 sec): 3 clusters
  Score: Raw -1976593.156562 + Penalty 3185.022618 = -1973408.133944
  nChanged 8
		SP:Iteration 41Q (86435.000000 sec): 3 clusters
  Score: Raw -1976597.076250 + Penalty 3185.022618 = -1973412.053633
  nChanged 4
		SP:Iteration 42Q (86435.230000 sec): 3 clusters
  Score: Raw -1976600.039540 + Penalty 3185.022618 = -1973415.016923
  nChanged 7
		SP:Iteration 43Q (86435.460000 sec): 3 clusters
  Score: Raw -1976603.846412 + Penalty 3185.022618 = -1973418.823794
  nChanged 5
		SP:Iteration 44Q (86435.700000 sec): 3 clusters
  Score: Raw -1976606.941877 + Penalty 3185.022618 = -1973421.919259
  nChanged 8
		SP:Iteration 45Q (86435.920000 sec): 3 clusters
  Score: Raw -1976612.609102 + Penalty 3185.022618 = -1973427.586484
  nChanged 7
		SP:Iteration 46Q (86436.160000 sec): 3 clusters
  Score: Raw -1976617.029298 + Penalty 3185.022618 = -1973432.006680
  nChanged 7
		SP:Iteration 47Q (86436.420000 sec): 3 clusters
  Score: Raw -1976621.158231 + Penalty 3185.022618 = -1973436.135613
  nChanged 7
		SP:Iteration 48Q (86436.660000 sec): 3 clusters
  Score: Raw -1976624.618929 + Penalty 3185.022618 = -1973439.596311
  nChanged 7
		SP:Iteration 49Q (86436.930000 sec): 3 clusters
  Score: Raw -1976627.709642 + Penalty 3185.022618 = -1973442.687025
  nChanged 6
		SP:Iteration 50Q (86437.160000 sec): 3 clusters
  Score: Raw -1976629.750412 + Penalty 3185.022618 = -1973444.727794
  nChanged 9
		SP:Iteration 51Q (86437.390000 sec): 3 clusters
  Score: Raw -1976633.156984 + Penalty 3185.022618 = -1973448.134366
  nChanged 5
		SP:Iteration 52Q (86437.630000 sec): 3 clusters
  Score: Raw -1976636.147425 + Penalty 3185.022618 = -1973451.124807
  nChanged 5
		SP:Iteration 53Q (86437.840000 sec): 3 clusters
  Score: Raw -1976639.767365 + Penalty 3185.022618 = -1973454.744747
  nChanged 3
		SP:Iteration 54Q (86438.120000 sec): 3 clusters
  Score: Raw -1976641.142332 + Penalty 3185.022618 = -1973456.119715
  nChanged 3
		SP:Iteration 55Q (86438.330000 sec): 3 clusters
  Score: Raw -1976642.683422 + Penalty 3185.022618 = -1973457.660805
  nChanged 2
		SP:Iteration 56Q (86438.560000 sec): 3 clusters
  Score: Raw -1976644.627118 + Penalty 3185.022618 = -1973459.604500
  nChanged 4
		SP:Iteration 57Q (86438.790000 sec): 3 clusters
  Score: Raw -1976646.289755 + Penalty 3185.022618 = -1973461.267137
  nChanged 0
		SP:Iteration 58F (86439.060000 sec): 3 clusters
  Score: Raw -1976646.289755 + Penalty 3185.022618 = -1973461.267137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86439.170000 sec): 2 clusters
  Score: Raw -200987.858060 + Penalty 1247.049850 = -199740.808211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86439.350000 sec): 3 clusters
  Score: Raw -200083.960747 + Penalty 2494.099699 = -197589.861048
  nChanged 801
		SP:Iteration 1F (86439.510000 sec): 3 clusters
  Score: Raw -200797.601584 + Penalty 2494.099699 = -198303.501884
  nChanged 213
		SP:Iteration 2F (86439.720000 sec): 3 clusters
  Score: Raw -201101.994919 + Penalty 2494.099699 = -198607.895220
  nChanged 159
		SP:Iteration 3F (86439.900000 sec): 3 clusters
  Score: Raw -201326.338453 + Penalty 2494.099699 = -198832.238754
  nChanged 135
		SP:Iteration 4F (86440.050000 sec): 3 clusters
  Score: Raw -201465.452135 + Penalty 2494.099699 = -198971.352435
  nChanged 94
		SP:Iteration 5Q (86440.250000 sec): 3 clusters
  Score: Raw -201548.289749 + Penalty 2494.099699 = -199054.190049
  nChanged 62
		SP:Iteration 6Q (86440.410000 sec): 3 clusters
  Score: Raw -201589.062269 + Penalty 2494.099699 = -199094.962569
  nChanged 44
		SP:Iteration 7Q (86440.570000 sec): 3 clusters
  Score: Raw -201615.942522 + Penalty 2494.099699 = -199121.842822
  nChanged 28
		SP:Iteration 8Q (86440.730000 sec): 3 clusters
  Score: Raw -201632.015182 + Penalty 2494.099699 = -199137.915483
  nChanged 25
		SP:Iteration 9Q (86440.930000 sec): 3 clusters
  Score: Raw -201644.221164 + Penalty 2494.099699 = -199150.121464
  nChanged 24
		SP:Iteration 10Q (86441.110000 sec): 3 clusters
  Score: Raw -201656.422633 + Penalty 2494.099699 = -199162.322933
  nChanged 22
		SP:Iteration 11Q (86441.250000 sec): 3 clusters
  Score: Raw -201675.677139 + Penalty 2494.099699 = -199181.577439
  nChanged 29
		SP:Iteration 12Q (86441.420000 sec): 3 clusters
  Score: Raw -201704.385381 + Penalty 2494.099699 = -199210.285682
  nChanged 30
		SP:Iteration 13Q (86441.590000 sec): 3 clusters
  Score: Raw -201730.170765 + Penalty 2494.099699 = -199236.071065
  nChanged 30
		SP:Iteration 14Q (86441.770000 sec): 3 clusters
  Score: Raw -201750.814616 + Penalty 2494.099699 = -199256.714916
  nChanged 29
		SP:Iteration 15Q (86441.960000 sec): 3 clusters
  Score: Raw -201770.004928 + Penalty 2494.099699 = -199275.905229
  nChanged 20
		SP:Iteration 16Q (86442.150000 sec): 3 clusters
  Score: Raw -201781.819330 + Penalty 2494.099699 = -199287.719631
  nChanged 19
		SP:Iteration 17Q (86442.360000 sec): 3 clusters
  Score: Raw -201789.400347 + Penalty 2494.099699 = -199295.300648
  nChanged 11
		SP:Iteration 18Q (86442.510000 sec): 3 clusters
  Score: Raw -201796.780687 + Penalty 2494.099699 = -199302.680988
  nChanged 6
		SP:Iteration 19Q (86442.710000 sec): 3 clusters
  Score: Raw -201800.297668 + Penalty 2494.099699 = -199306.197968
  nChanged 8
		SP:Iteration 20F (86442.900000 sec): 3 clusters
  Score: Raw -201803.966674 + Penalty 2494.099699 = -199309.866974
  nChanged 2
		SP:Iteration 21Q (86443.080000 sec): 3 clusters
  Score: Raw -201805.838250 + Penalty 2494.099699 = -199311.738550
  nChanged 5
		SP:Iteration 22Q (86443.240000 sec): 3 clusters
  Score: Raw -201807.082774 + Penalty 2494.099699 = -199312.983074
  nChanged 3
		SP:Iteration 23Q (86443.420000 sec): 3 clusters
  Score: Raw -201807.743408 + Penalty 2494.099699 = -199313.643709
  nChanged 3
		SP:Iteration 24Q (86443.600000 sec): 3 clusters
  Score: Raw -201808.755151 + Penalty 2494.099699 = -199314.655451
  nChanged 5
		SP:Iteration 25Q (86443.800000 sec): 3 clusters
  Score: Raw -201811.047356 + Penalty 2494.099699 = -199316.947656
  nChanged 3
		SP:Iteration 26Q (86443.960000 sec): 3 clusters
  Score: Raw -201812.510369 + Penalty 2494.099699 = -199318.410670
  nChanged 0
		SP:Iteration 27F (86444.120000 sec): 3 clusters
  Score: Raw -201812.510369 + Penalty 2494.099699 = -199318.410670
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86444.200000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86444.370000 sec): 3 clusters
  Score: Raw -7552.344157 + Penalty 1440.015460 = -6112.328698
  nChanged 1
		SP:Iteration 1Q (86444.530000 sec): 3 clusters
  Score: Raw -7564.019519 + Penalty 1440.015460 = -6124.004060
  nChanged 1
		SP:Iteration 2Q (86444.730000 sec): 3 clusters
  Score: Raw -7568.216368 + Penalty 1440.015460 = -6128.200909
  nChanged 0
		SP:Iteration 3F (86444.900000 sec): 3 clusters
  Score: Raw -7568.216368 + Penalty 1440.015460 = -6128.200909
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86444.980000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86445.210000 sec): 3 clusters
  Score: Raw -330520.361471 + Penalty 2605.732077 = -327914.629394
  nChanged 1125
		SP:Iteration 1F (86445.380000 sec): 3 clusters
  Score: Raw -331212.813727 + Penalty 2605.732077 = -328607.081650
  nChanged 241
		SP:Iteration 2F (86445.560000 sec): 3 clusters
  Score: Raw -331393.766053 + Penalty 2605.732077 = -328788.033976
  nChanged 190
		SP:Iteration 3F (86445.740000 sec): 3 clusters
  Score: Raw -331568.396948 + Penalty 2605.732077 = -328962.664871
  nChanged 186
		SP:Iteration 4F (86445.950000 sec): 3 clusters
  Score: Raw -331734.191686 + Penalty 2605.732077 = -329128.459609
  nChanged 164
		SP:Iteration 5F (86446.100000 sec): 3 clusters
  Score: Raw -331882.845077 + Penalty 2605.732077 = -329277.113000
  nChanged 124
		SP:Iteration 6Q (86446.290000 sec): 3 clusters
  Score: Raw -331985.862362 + Penalty 2605.732077 = -329380.130285
  nChanged 107
		SP:Iteration 7Q (86446.430000 sec): 3 clusters
  Score: Raw -332058.848344 + Penalty 2605.732077 = -329453.116268
  nChanged 88
		SP:Iteration 8Q (86446.570000 sec): 3 clusters
  Score: Raw -332115.431752 + Penalty 2605.732077 = -329509.699675
  nChanged 76
		SP:Iteration 9Q (86446.740000 sec): 3 clusters
  Score: Raw -332154.595685 + Penalty 2605.732077 = -329548.863608
  nChanged 38
		SP:Iteration 10Q (86446.890000 sec): 3 clusters
  Score: Raw -332169.363691 + Penalty 2605.732077 = -329563.631614
  nChanged 27
		SP:Iteration 11Q (86447.070000 sec): 3 clusters
  Score: Raw -332179.276583 + Penalty 2605.732077 = -329573.544507
  nChanged 15
		SP:Iteration 12Q (86447.230000 sec): 3 clusters
  Score: Raw -332186.779015 + Penalty 2605.732077 = -329581.046938
  nChanged 13
		SP:Iteration 13Q (86447.400000 sec): 3 clusters
  Score: Raw -332192.020318 + Penalty 2605.732077 = -329586.288241
  nChanged 8
		SP:Iteration 14Q (86447.580000 sec): 3 clusters
  Score: Raw -332194.232432 + Penalty 2605.732077 = -329588.500355
  nChanged 8
		SP:Iteration 15Q (86447.780000 sec): 3 clusters
  Score: Raw -332196.554106 + Penalty 2605.732077 = -329590.822029
  nChanged 4
		SP:Iteration 16Q (86447.970000 sec): 3 clusters
  Score: Raw -332197.653331 + Penalty 2605.732077 = -329591.921255
  nChanged 4
		SP:Iteration 17Q (86448.160000 sec): 3 clusters
  Score: Raw -332198.318576 + Penalty 2605.732077 = -329592.586499
  nChanged 2
		SP:Iteration 18Q (86448.340000 sec): 3 clusters
  Score: Raw -332199.283969 + Penalty 2605.732077 = -329593.551892
  nChanged 2
		SP:Iteration 19Q (86448.530000 sec): 3 clusters
  Score: Raw -332201.133768 + Penalty 2605.732077 = -329595.401691
  nChanged 5
		SP:Iteration 20F (86448.720000 sec): 3 clusters
  Score: Raw -332203.448219 + Penalty 2605.732077 = -329597.716142
  nChanged 3
		SP:Iteration 21Q (86448.890000 sec): 3 clusters
  Score: Raw -332204.513664 + Penalty 2605.732077 = -329598.781587
  nChanged 3
		SP:Iteration 22Q (86449.070000 sec): 3 clusters
  Score: Raw -332206.131636 + Penalty 2605.732077 = -329600.399559
  nChanged 4
		SP:Iteration 23Q (86449.200000 sec): 3 clusters
  Score: Raw -332207.163178 + Penalty 2605.732077 = -329601.431101
  nChanged 6
		SP:Iteration 24Q (86449.370000 sec): 3 clusters
  Score: Raw -332209.333500 + Penalty 2605.732077 = -329603.601423
  nChanged 6
		SP:Iteration 25Q (86449.510000 sec): 3 clusters
  Score: Raw -332210.652125 + Penalty 2605.732077 = -329604.920048
  nChanged 2
		SP:Iteration 26Q (86449.680000 sec): 3 clusters
  Score: Raw -332211.164143 + Penalty 2605.732077 = -329605.432066
  nChanged 0
		SP:Iteration 27F (86449.860000 sec): 3 clusters
  Score: Raw -332211.164143 + Penalty 2605.732077 = -329605.432066
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86449.940000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86450.110000 sec): 3 clusters
  Score: Raw -119948.466015 + Penalty 2286.176077 = -117662.289937
  nChanged 354
		SP:Iteration 1F (86450.280000 sec): 3 clusters
  Score: Raw -120252.443828 + Penalty 2286.176077 = -117966.267751
  nChanged 88
		SP:Iteration 2F (86450.480000 sec): 3 clusters
  Score: Raw -120332.479448 + Penalty 2286.176077 = -118046.303371
  nChanged 44
		SP:Iteration 3Q (86450.640000 sec): 3 clusters
  Score: Raw -120373.016723 + Penalty 2286.176077 = -118086.840646
  nChanged 33
		SP:Iteration 4Q (86450.770000 sec): 3 clusters
  Score: Raw -120406.623048 + Penalty 2286.176077 = -118120.446971
  nChanged 34
		SP:Iteration 5Q (86450.920000 sec): 3 clusters
  Score: Raw -120443.480057 + Penalty 2286.176077 = -118157.303979
  nChanged 33
		SP:Iteration 6Q (86451.070000 sec): 3 clusters
  Score: Raw -120476.646509 + Penalty 2286.176077 = -118190.470432
  nChanged 40
		SP:Iteration 7Q (86451.260000 sec): 3 clusters
  Score: Raw -120527.137159 + Penalty 2286.176077 = -118240.961082
  nChanged 37
		SP:Iteration 8Q (86451.440000 sec): 3 clusters
  Score: Raw -120581.470979 + Penalty 2286.176077 = -118295.294902
  nChanged 30
		SP:Iteration 9Q (86451.620000 sec): 3 clusters
  Score: Raw -120619.344297 + Penalty 2286.176077 = -118333.168220
  nChanged 28
		SP:Iteration 10Q (86451.830000 sec): 3 clusters
  Score: Raw -120652.722427 + Penalty 2286.176077 = -118366.546350
  nChanged 25
		SP:Iteration 11Q (86452.000000 sec): 3 clusters
  Score: Raw -120685.458079 + Penalty 2286.176077 = -118399.282002
  nChanged 28
		SP:Iteration 12Q (86452.180000 sec): 3 clusters
  Score: Raw -120728.953792 + Penalty 2286.176077 = -118442.777715
  nChanged 18
		SP:Iteration 13Q (86452.360000 sec): 3 clusters
  Score: Raw -120754.079002 + Penalty 2286.176077 = -118467.902925
  nChanged 19
		SP:Iteration 14Q (86452.580000 sec): 3 clusters
  Score: Raw -120781.086733 + Penalty 2286.176077 = -118494.910656
  nChanged 17
		SP:Iteration 15Q (86452.760000 sec): 3 clusters
  Score: Raw -120802.342861 + Penalty 2286.176077 = -118516.166783
  nChanged 18
		SP:Iteration 16Q (86452.910000 sec): 3 clusters
  Score: Raw -120837.579513 + Penalty 2286.176077 = -118551.403436
  nChanged 16
		SP:Iteration 17Q (86453.070000 sec): 3 clusters
  Score: Raw -120863.177295 + Penalty 2286.176077 = -118577.001217
  nChanged 18
		SP:Iteration 18Q (86453.240000 sec): 3 clusters
  Score: Raw -120897.746492 + Penalty 2286.176077 = -118611.570415
  nChanged 20
		SP:Iteration 19Q (86453.370000 sec): 3 clusters
  Score: Raw -120938.417366 + Penalty 2286.176077 = -118652.241289
  nChanged 24
		SP:Iteration 20F (86453.520000 sec): 3 clusters
  Score: Raw -120977.094548 + Penalty 2286.176077 = -118690.918471
  nChanged 16
		SP:Iteration 21Q (86453.690000 sec): 3 clusters
  Score: Raw -120996.008884 + Penalty 2286.176077 = -118709.832806
  nChanged 9
		SP:Iteration 22Q (86453.820000 sec): 3 clusters
  Score: Raw -121009.817654 + Penalty 2286.176077 = -118723.641577
  nChanged 12
		SP:Iteration 23Q (86453.960000 sec): 3 clusters
  Score: Raw -121042.587067 + Penalty 2286.176077 = -118756.410990
  nChanged 17
		SP:Iteration 24Q (86454.100000 sec): 3 clusters
  Score: Raw -121089.407652 + Penalty 2286.176077 = -118803.231575
  nChanged 16
		SP:Iteration 25Q (86454.270000 sec): 3 clusters
  Score: Raw -121116.190770 + Penalty 2286.176077 = -118830.014693
  nChanged 11
		SP:Iteration 26Q (86454.460000 sec): 3 clusters
  Score: Raw -121130.228592 + Penalty 2286.176077 = -118844.052515
  nChanged 3
		SP:Iteration 27Q (86454.580000 sec): 3 clusters
  Score: Raw -121131.711926 + Penalty 2286.176077 = -118845.535849
  nChanged 1
		SP:Iteration 28Q (86454.780000 sec): 3 clusters
  Score: Raw -121132.306262 + Penalty 2286.176077 = -118846.130185
  nChanged 0
		SP:Iteration 29F (86454.890000 sec): 3 clusters
  Score: Raw -121132.306262 + Penalty 2286.176077 = -118846.130185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86455.000000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86455.260000 sec): 3 clusters
  Score: Raw -860939.200016 + Penalty 2906.214823 = -858032.985193
  nChanged 3243
		SP:Iteration 1F (86455.450000 sec): 3 clusters
  Score: Raw -862628.510860 + Penalty 2906.214823 = -859722.296037
  nChanged 520
		SP:Iteration 2F (86455.620000 sec): 3 clusters
  Score: Raw -862874.753294 + Penalty 2906.214823 = -859968.538471
  nChanged 386
		SP:Iteration 3F (86455.790000 sec): 3 clusters
  Score: Raw -863052.539006 + Penalty 2906.214823 = -860146.324184
  nChanged 375
		SP:Iteration 4Q (86455.980000 sec): 3 clusters
  Score: Raw -863250.744514 + Penalty 2906.214823 = -860344.529691
  nChanged 368
		SP:Iteration 5Q (86456.210000 sec): 3 clusters
  Score: Raw -863462.859186 + Penalty 2906.214823 = -860556.644363
  nChanged 387
		SP:Iteration 6F (86456.410000 sec): 3 clusters
  Score: Raw -863711.146028 + Penalty 2906.214823 = -860804.931205
  nChanged 420
		SP:Iteration 7F (86456.610000 sec): 3 clusters
  Score: Raw -864012.313015 + Penalty 2906.214823 = -861106.098192
  nChanged 417
		SP:Iteration 8F (86456.870000 sec): 3 clusters
  Score: Raw -864324.408809 + Penalty 2906.214823 = -861418.193986
  nChanged 359
		SP:Iteration 9Q (86457.040000 sec): 3 clusters
  Score: Raw -864604.445398 + Penalty 2906.214823 = -861698.230575
  nChanged 291
		SP:Iteration 10Q (86457.180000 sec): 3 clusters
  Score: Raw -864828.101013 + Penalty 2906.214823 = -861921.886191
  nChanged 224
		SP:Iteration 11Q (86457.360000 sec): 3 clusters
  Score: Raw -865000.495242 + Penalty 2906.214823 = -862094.280419
  nChanged 166
		SP:Iteration 12Q (86457.540000 sec): 3 clusters
  Score: Raw -865119.007648 + Penalty 2906.214823 = -862212.792825
  nChanged 111
		SP:Iteration 13Q (86457.730000 sec): 3 clusters
  Score: Raw -865196.685706 + Penalty 2906.214823 = -862290.470883
  nChanged 84
		SP:Iteration 14Q (86457.870000 sec): 3 clusters
  Score: Raw -865255.423929 + Penalty 2906.214823 = -862349.209106
  nChanged 59
		SP:Iteration 15Q (86458.040000 sec): 3 clusters
  Score: Raw -865293.567419 + Penalty 2906.214823 = -862387.352596
  nChanged 30
		SP:Iteration 16Q (86458.230000 sec): 3 clusters
  Score: Raw -865309.311949 + Penalty 2906.214823 = -862403.097126
  nChanged 33
		SP:Iteration 17Q (86458.450000 sec): 3 clusters
  Score: Raw -865331.292031 + Penalty 2906.214823 = -862425.077208
  nChanged 21
		SP:Iteration 18Q (86458.670000 sec): 3 clusters
  Score: Raw -865346.867726 + Penalty 2906.214823 = -862440.652903
  nChanged 15
		SP:Iteration 19Q (86458.870000 sec): 3 clusters
  Score: Raw -865360.225029 + Penalty 2906.214823 = -862454.010207
  nChanged 15
		SP:Iteration 20F (86459.030000 sec): 3 clusters
  Score: Raw -865371.640118 + Penalty 2906.214823 = -862465.425295
  nChanged 9
		SP:Iteration 21Q (86459.260000 sec): 3 clusters
  Score: Raw -865378.184085 + Penalty 2906.214823 = -862471.969262
  nChanged 12
		SP:Iteration 22Q (86459.430000 sec): 3 clusters
  Score: Raw -865386.168655 + Penalty 2906.214823 = -862479.953832
  nChanged 6
		SP:Iteration 23Q (86459.640000 sec): 3 clusters
  Score: Raw -865390.234645 + Penalty 2906.214823 = -862484.019822
  nChanged 5
		SP:Iteration 24Q (86459.830000 sec): 3 clusters
  Score: Raw -865394.844668 + Penalty 2906.214823 = -862488.629845
  nChanged 7
		SP:Iteration 25Q (86460.010000 sec): 3 clusters
  Score: Raw -865399.740959 + Penalty 2906.214823 = -862493.526137
  nChanged 4
		SP:Iteration 26Q (86460.200000 sec): 3 clusters
  Score: Raw -865402.290662 + Penalty 2906.214823 = -862496.075839
  nChanged 4
		SP:Iteration 27Q (86460.430000 sec): 3 clusters
  Score: Raw -865406.301204 + Penalty 2906.214823 = -862500.086381
  nChanged 6
		SP:Iteration 28Q (86460.600000 sec): 3 clusters
  Score: Raw -865411.435341 + Penalty 2906.214823 = -862505.220518
  nChanged 3
		SP:Iteration 29Q (86460.850000 sec): 3 clusters
  Score: Raw -865413.582756 + Penalty 2906.214823 = -862507.367934
  nChanged 1
		SP:Iteration 30Q (86461.040000 sec): 3 clusters
  Score: Raw -865414.345202 + Penalty 2906.214823 = -862508.130379
  nChanged 1
		SP:Iteration 31Q (86461.250000 sec): 3 clusters
  Score: Raw -865415.071265 + Penalty 2906.214823 = -862508.856442
  nChanged 2
		SP:Iteration 32Q (86461.480000 sec): 3 clusters
  Score: Raw -865416.379904 + Penalty 2906.214823 = -862510.165082
  nChanged 0
		SP:Iteration 33F (86461.700000 sec): 3 clusters
  Score: Raw -865416.379904 + Penalty 2906.214823 = -862510.165082
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86461.990000 sec): 2 clusters
  Score: Raw -5316636.749238 + Penalty 1750.633110 = -5314886.116128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86462.380000 sec): 3 clusters
  Score: Raw -5286750.049975 + Penalty 3501.266220 = -5283248.783755
  nChanged 22186
		SP:Iteration 1F (86462.750000 sec): 3 clusters
  Score: Raw -5299684.947221 + Penalty 3501.266220 = -5296183.681001
  nChanged 2629
		SP:Iteration 2F (86463.120000 sec): 3 clusters
  Score: Raw -5301077.686942 + Penalty 3501.266220 = -5297576.420722
  nChanged 3160
		SP:Iteration 3F (86463.500000 sec): 3 clusters
  Score: Raw -5303125.725285 + Penalty 3501.266220 = -5299624.459064
  nChanged 3398
		SP:Iteration 4F (86463.900000 sec): 3 clusters
  Score: Raw -5305733.265380 + Penalty 3501.266220 = -5302231.999160
  nChanged 3448
		SP:Iteration 5F (86464.270000 sec): 3 clusters
  Score: Raw -5308677.197047 + Penalty 3501.266220 = -5305175.930827
  nChanged 2954
		SP:Iteration 6F (86464.630000 sec): 3 clusters
  Score: Raw -5311280.015304 + Penalty 3501.266220 = -5307778.749084
  nChanged 2143
		SP:Iteration 7Q (86465.070000 sec): 3 clusters
  Score: Raw -5313051.221027 + Penalty 3501.266220 = -5309549.954807
  nChanged 1536
		SP:Iteration 8Q (86465.410000 sec): 3 clusters
  Score: Raw -5314115.268023 + Penalty 3501.266220 = -5310614.001802
  nChanged 1052
		SP:Iteration 9Q (86465.810000 sec): 3 clusters
  Score: Raw -5314768.769368 + Penalty 3501.266220 = -5311267.503148
  nChanged 729
		SP:Iteration 10Q (86466.200000 sec): 3 clusters
  Score: Raw -5315200.470748 + Penalty 3501.266220 = -5311699.204528
  nChanged 556
		SP:Iteration 11Q (86466.640000 sec): 3 clusters
  Score: Raw -5315471.114916 + Penalty 3501.266220 = -5311969.848696
  nChanged 470
		SP:Iteration 12Q (86467.020000 sec): 3 clusters
  Score: Raw -5315663.393975 + Penalty 3501.266220 = -5312162.127755
  nChanged 411
		SP:Iteration 13Q (86467.420000 sec): 3 clusters
  Score: Raw -5315823.808099 + Penalty 3501.266220 = -5312322.541878
  nChanged 339
		SP:Iteration 14Q (86467.790000 sec): 3 clusters
  Score: Raw -5315944.777248 + Penalty 3501.266220 = -5312443.511027
  nChanged 323
		SP:Iteration 15Q (86468.180000 sec): 3 clusters
  Score: Raw -5316061.286289 + Penalty 3501.266220 = -5312560.020069
  nChanged 306
		SP:Iteration 16Q (86468.580000 sec): 3 clusters
  Score: Raw -5316173.773434 + Penalty 3501.266220 = -5312672.507214
  nChanged 281
		SP:Iteration 17Q (86468.940000 sec): 3 clusters
  Score: Raw -5316273.021652 + Penalty 3501.266220 = -5312771.755432
  nChanged 276
		SP:Iteration 18Q (86469.380000 sec): 3 clusters
  Score: Raw -5316378.555988 + Penalty 3501.266220 = -5312877.289767
  nChanged 276
		SP:Iteration 19Q (86469.830000 sec): 3 clusters
  Score: Raw -5316499.340430 + Penalty 3501.266220 = -5312998.074210
  nChanged 281
		SP:Iteration 20F (86470.260000 sec): 3 clusters
  Score: Raw -5316653.514664 + Penalty 3501.266220 = -5313152.248444
  nChanged 269
		SP:Iteration 21Q (86470.640000 sec): 3 clusters
  Score: Raw -5316796.178197 + Penalty 3501.266220 = -5313294.911976
  nChanged 257
		SP:Iteration 22Q (86471.020000 sec): 3 clusters
  Score: Raw -5316957.250938 + Penalty 3501.266220 = -5313455.984718
  nChanged 264
		SP:Iteration 23Q (86471.410000 sec): 3 clusters
  Score: Raw -5317176.567229 + Penalty 3501.266220 = -5313675.301008
  nChanged 282
		SP:Iteration 24Q (86471.760000 sec): 3 clusters
  Score: Raw -5317407.424976 + Penalty 3501.266220 = -5313906.158755
  nChanged 248
		SP:Iteration 25Q (86472.120000 sec): 3 clusters
  Score: Raw -5317570.194696 + Penalty 3501.266220 = -5314068.928476
  nChanged 190
		SP:Iteration 26Q (86472.500000 sec): 3 clusters
  Score: Raw -5317672.589078 + Penalty 3501.266220 = -5314171.322858
  nChanged 161
		SP:Iteration 27Q (86472.860000 sec): 3 clusters
  Score: Raw -5317745.297376 + Penalty 3501.266220 = -5314244.031156
  nChanged 114
		SP:Iteration 28Q (86473.210000 sec): 3 clusters
  Score: Raw -5317777.165000 + Penalty 3501.266220 = -5314275.898780
  nChanged 82
		SP:Iteration 29Q (86473.550000 sec): 3 clusters
  Score: Raw -5317797.332575 + Penalty 3501.266220 = -5314296.066355
  nChanged 60
		SP:Iteration 30Q (86473.930000 sec): 3 clusters
  Score: Raw -5317809.653074 + Penalty 3501.266220 = -5314308.386853
  nChanged 48
		SP:Iteration 31Q (86474.270000 sec): 3 clusters
  Score: Raw -5317817.315732 + Penalty 3501.266220 = -5314316.049512
  nChanged 31
		SP:Iteration 32Q (86474.630000 sec): 3 clusters
  Score: Raw -5317822.259623 + Penalty 3501.266220 = -5314320.993403
  nChanged 29
		SP:Iteration 33Q (86474.970000 sec): 3 clusters
  Score: Raw -5317827.087355 + Penalty 3501.266220 = -5314325.821134
  nChanged 25
		SP:Iteration 34Q (86475.310000 sec): 3 clusters
  Score: Raw -5317830.517816 + Penalty 3501.266220 = -5314329.251596
  nChanged 19
		SP:Iteration 35Q (86475.680000 sec): 3 clusters
  Score: Raw -5317833.228286 + Penalty 3501.266220 = -5314331.962066
  nChanged 20
		SP:Iteration 36Q (86476.060000 sec): 3 clusters
  Score: Raw -5317836.142726 + Penalty 3501.266220 = -5314334.876505
  nChanged 17
		SP:Iteration 37Q (86476.480000 sec): 3 clusters
  Score: Raw -5317838.827973 + Penalty 3501.266220 = -5314337.561753
  nChanged 16
		SP:Iteration 38Q (86476.800000 sec): 3 clusters
  Score: Raw -5317840.753925 + Penalty 3501.266220 = -5314339.487705
  nChanged 12
		SP:Iteration 39Q (86477.190000 sec): 3 clusters
  Score: Raw -5317841.884329 + Penalty 3501.266220 = -5314340.618109
  nChanged 7
		SP:Iteration 40F (86477.590000 sec): 3 clusters
  Score: Raw -5317842.625418 + Penalty 3501.266220 = -5314341.359197
  nChanged 5
		SP:Iteration 41Q (86477.980000 sec): 3 clusters
  Score: Raw -5317843.092359 + Penalty 3501.266220 = -5314341.826139
  nChanged 3
		SP:Iteration 42Q (86478.320000 sec): 3 clusters
  Score: Raw -5317843.249707 + Penalty 3501.266220 = -5314341.983487
  nChanged 1
		SP:Iteration 43Q (86478.710000 sec): 3 clusters
  Score: Raw -5317843.311594 + Penalty 3501.266220 = -5314342.045374
  nChanged 1
		SP:Iteration 44Q (86479.110000 sec): 3 clusters
  Score: Raw -5317843.388360 + Penalty 3501.266220 = -5314342.122140
  nChanged 1
		SP:Iteration 45Q (86479.510000 sec): 3 clusters
  Score: Raw -5317843.482508 + Penalty 3501.266220 = -5314342.216287
  nChanged 0
		SP:Iteration 46F (86479.950000 sec): 3 clusters
  Score: Raw -5317843.482508 + Penalty 3501.266220 = -5314342.216287
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86480.140000 sec): 2 clusters
  Score: Raw -1359757.264621 + Penalty 1531.701421 = -1358225.563200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86480.380000 sec): 3 clusters
  Score: Raw -1352688.272185 + Penalty 3063.402841 = -1349624.869344
  nChanged 5378
		SP:Iteration 1F (86480.640000 sec): 3 clusters
  Score: Raw -1355787.927197 + Penalty 3063.402841 = -1352724.524356
  nChanged 881
		SP:Iteration 2F (86480.850000 sec): 3 clusters
  Score: Raw -1356371.410051 + Penalty 3063.402841 = -1353308.007210
  nChanged 891
		SP:Iteration 3F (86481.070000 sec): 3 clusters
  Score: Raw -1357025.331461 + Penalty 3063.402841 = -1353961.928620
  nChanged 852
		SP:Iteration 4F (86481.270000 sec): 3 clusters
  Score: Raw -1357678.282599 + Penalty 3063.402841 = -1354614.879758
  nChanged 775
		SP:Iteration 5F (86481.520000 sec): 3 clusters
  Score: Raw -1358282.804182 + Penalty 3063.402841 = -1355219.401341
  nChanged 680
		SP:Iteration 6F (86481.720000 sec): 3 clusters
  Score: Raw -1358903.925032 + Penalty 3063.402841 = -1355840.522191
  nChanged 653
		SP:Iteration 7F (86481.990000 sec): 3 clusters
  Score: Raw -1359615.273576 + Penalty 3063.402841 = -1356551.870734
  nChanged 576
		SP:Iteration 8Q (86482.180000 sec): 3 clusters
  Score: Raw -1360163.995452 + Penalty 3063.402841 = -1357100.592611
  nChanged 451
		SP:Iteration 9Q (86482.420000 sec): 3 clusters
  Score: Raw -1360450.829481 + Penalty 3063.402841 = -1357387.426640
  nChanged 289
		SP:Iteration 10Q (86482.630000 sec): 3 clusters
  Score: Raw -1360587.263516 + Penalty 3063.402841 = -1357523.860675
  nChanged 187
		SP:Iteration 11Q (86482.850000 sec): 3 clusters
  Score: Raw -1360661.151516 + Penalty 3063.402841 = -1357597.748675
  nChanged 126
		SP:Iteration 12Q (86483.120000 sec): 3 clusters
  Score: Raw -1360703.528197 + Penalty 3063.402841 = -1357640.125356
  nChanged 103
		SP:Iteration 13Q (86483.330000 sec): 3 clusters
  Score: Raw -1360745.052011 + Penalty 3063.402841 = -1357681.649170
  nChanged 86
		SP:Iteration 14Q (86483.560000 sec): 3 clusters
  Score: Raw -1360769.834803 + Penalty 3063.402841 = -1357706.431961
  nChanged 60
		SP:Iteration 15Q (86483.760000 sec): 3 clusters
  Score: Raw -1360783.803884 + Penalty 3063.402841 = -1357720.401043
  nChanged 54
		SP:Iteration 16Q (86483.980000 sec): 3 clusters
  Score: Raw -1360798.472878 + Penalty 3063.402841 = -1357735.070036
  nChanged 45
		SP:Iteration 17Q (86484.250000 sec): 3 clusters
  Score: Raw -1360813.199232 + Penalty 3063.402841 = -1357749.796390
  nChanged 46
		SP:Iteration 18Q (86484.430000 sec): 3 clusters
  Score: Raw -1360823.917655 + Penalty 3063.402841 = -1357760.514813
  nChanged 43
		SP:Iteration 19Q (86484.670000 sec): 3 clusters
  Score: Raw -1360835.780548 + Penalty 3063.402841 = -1357772.377706
  nChanged 47
		SP:Iteration 20F (86484.880000 sec): 3 clusters
  Score: Raw -1360848.956860 + Penalty 3063.402841 = -1357785.554019
  nChanged 44
		SP:Iteration 21Q (86485.120000 sec): 3 clusters
  Score: Raw -1360860.189298 + Penalty 3063.402841 = -1357796.786457
  nChanged 45
		SP:Iteration 22Q (86485.320000 sec): 3 clusters
  Score: Raw -1360869.225146 + Penalty 3063.402841 = -1357805.822305
  nChanged 34
		SP:Iteration 23Q (86485.560000 sec): 3 clusters
  Score: Raw -1360878.242899 + Penalty 3063.402841 = -1357814.840058
  nChanged 37
		SP:Iteration 24Q (86485.750000 sec): 3 clusters
  Score: Raw -1360885.765831 + Penalty 3063.402841 = -1357822.362990
  nChanged 40
		SP:Iteration 25Q (86486.020000 sec): 3 clusters
  Score: Raw -1360895.295029 + Penalty 3063.402841 = -1357831.892188
  nChanged 43
		SP:Iteration 26Q (86486.200000 sec): 3 clusters
  Score: Raw -1360908.589637 + Penalty 3063.402841 = -1357845.186795
  nChanged 42
		SP:Iteration 27Q (86486.470000 sec): 3 clusters
  Score: Raw -1360919.181600 + Penalty 3063.402841 = -1357855.778759
  nChanged 46
		SP:Iteration 28Q (86486.630000 sec): 3 clusters
  Score: Raw -1360932.196868 + Penalty 3063.402841 = -1357868.794027
  nChanged 58
		SP:Iteration 29Q (86486.870000 sec): 3 clusters
  Score: Raw -1360949.292657 + Penalty 3063.402841 = -1357885.889816
  nChanged 49
		SP:Iteration 30Q (86487.040000 sec): 3 clusters
  Score: Raw -1360957.286504 + Penalty 3063.402841 = -1357893.883663
  nChanged 33
		SP:Iteration 31Q (86487.210000 sec): 3 clusters
  Score: Raw -1360963.879173 + Penalty 3063.402841 = -1357900.476332
  nChanged 40
		SP:Iteration 32Q (86487.410000 sec): 3 clusters
  Score: Raw -1360972.441479 + Penalty 3063.402841 = -1357909.038638
  nChanged 28
		SP:Iteration 33Q (86487.650000 sec): 3 clusters
  Score: Raw -1360976.087250 + Penalty 3063.402841 = -1357912.684409
  nChanged 19
		SP:Iteration 34Q (86487.850000 sec): 3 clusters
  Score: Raw -1360978.888033 + Penalty 3063.402841 = -1357915.485192
  nChanged 15
		SP:Iteration 35Q (86488.080000 sec): 3 clusters
  Score: Raw -1360980.797779 + Penalty 3063.402841 = -1357917.394938
  nChanged 18
		SP:Iteration 36Q (86488.300000 sec): 3 clusters
  Score: Raw -1360982.606740 + Penalty 3063.402841 = -1357919.203899
  nChanged 18
		SP:Iteration 37Q (86488.470000 sec): 3 clusters
  Score: Raw -1360984.989667 + Penalty 3063.402841 = -1357921.586826
  nChanged 18
		SP:Iteration 38Q (86488.690000 sec): 3 clusters
  Score: Raw -1360986.840040 + Penalty 3063.402841 = -1357923.437199
  nChanged 14
		SP:Iteration 39Q (86488.910000 sec): 3 clusters
  Score: Raw -1360988.062164 + Penalty 3063.402841 = -1357924.659323
  nChanged 13
		SP:Iteration 40F (86489.130000 sec): 3 clusters
  Score: Raw -1360989.383087 + Penalty 3063.402841 = -1357925.980246
  nChanged 12
		SP:Iteration 41Q (86489.350000 sec): 3 clusters
  Score: Raw -1360990.463714 + Penalty 3063.402841 = -1357927.060873
  nChanged 10
		SP:Iteration 42Q (86489.630000 sec): 3 clusters
  Score: Raw -1360991.667288 + Penalty 3063.402841 = -1357928.264447
  nChanged 10
		SP:Iteration 43Q (86489.860000 sec): 3 clusters
  Score: Raw -1360992.545662 + Penalty 3063.402841 = -1357929.142820
  nChanged 8
		SP:Iteration 44Q (86490.080000 sec): 3 clusters
  Score: Raw -1360993.040565 + Penalty 3063.402841 = -1357929.637724
  nChanged 6
		SP:Iteration 45Q (86490.330000 sec): 3 clusters
  Score: Raw -1360993.406439 + Penalty 3063.402841 = -1357930.003598
  nChanged 3
		SP:Iteration 46Q (86490.520000 sec): 3 clusters
  Score: Raw -1360993.608321 + Penalty 3063.402841 = -1357930.205480
  nChanged 2
		SP:Iteration 47Q (86490.740000 sec): 3 clusters
  Score: Raw -1360993.805059 + Penalty 3063.402841 = -1357930.402217
  nChanged 1
		SP:Iteration 48Q (86490.930000 sec): 3 clusters
  Score: Raw -1360993.847463 + Penalty 3063.402841 = -1357930.444622
  nChanged 0
		SP:Iteration 49F (86491.160000 sec): 3 clusters
  Score: Raw -1360993.847463 + Penalty 3063.402841 = -1357930.444622
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86491.290000 sec): 2 clusters
  Score: Raw -557762.294674 + Penalty 1391.134425 = -556371.160250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86491.500000 sec): 3 clusters
  Score: Raw -555002.041796 + Penalty 2782.268849 = -552219.772946
  nChanged 2141
		SP:Iteration 1F (86491.670000 sec): 3 clusters
  Score: Raw -556242.277115 + Penalty 2782.268849 = -553460.008266
  nChanged 362
		SP:Iteration 2F (86491.900000 sec): 3 clusters
  Score: Raw -556442.963339 + Penalty 2782.268849 = -553660.694490
  nChanged 301
		SP:Iteration 3F (86492.070000 sec): 3 clusters
  Score: Raw -556625.235501 + Penalty 2782.268849 = -553842.966651
  nChanged 294
		SP:Iteration 4F (86492.220000 sec): 3 clusters
  Score: Raw -556831.248450 + Penalty 2782.268849 = -554048.979600
  nChanged 307
		SP:Iteration 5F (86492.390000 sec): 3 clusters
  Score: Raw -557088.969868 + Penalty 2782.268849 = -554306.701019
  nChanged 295
		SP:Iteration 6F (86492.570000 sec): 3 clusters
  Score: Raw -557330.497208 + Penalty 2782.268849 = -554548.228359
  nChanged 254
		SP:Iteration 7Q (86492.810000 sec): 3 clusters
  Score: Raw -557534.097803 + Penalty 2782.268849 = -554751.828954
  nChanged 222
		SP:Iteration 8Q (86493.010000 sec): 3 clusters
  Score: Raw -557691.150119 + Penalty 2782.268849 = -554908.881270
  nChanged 147
		SP:Iteration 9Q (86493.190000 sec): 3 clusters
  Score: Raw -557794.528569 + Penalty 2782.268849 = -555012.259720
  nChanged 136
		SP:Iteration 10Q (86493.390000 sec): 3 clusters
  Score: Raw -557882.551277 + Penalty 2782.268849 = -555100.282428
  nChanged 116
		SP:Iteration 11Q (86493.580000 sec): 3 clusters
  Score: Raw -557953.697759 + Penalty 2782.268849 = -555171.428909
  nChanged 103
		SP:Iteration 12Q (86493.780000 sec): 3 clusters
  Score: Raw -558001.626570 + Penalty 2782.268849 = -555219.357721
  nChanged 76
		SP:Iteration 13Q (86493.940000 sec): 3 clusters
  Score: Raw -558036.787623 + Penalty 2782.268849 = -555254.518774
  nChanged 59
		SP:Iteration 14Q (86494.110000 sec): 3 clusters
  Score: Raw -558063.248110 + Penalty 2782.268849 = -555280.979261
  nChanged 49
		SP:Iteration 15Q (86494.290000 sec): 3 clusters
  Score: Raw -558083.442908 + Penalty 2782.268849 = -555301.174058
  nChanged 46
		SP:Iteration 16Q (86494.470000 sec): 3 clusters
  Score: Raw -558101.017248 + Penalty 2782.268849 = -555318.748399
  nChanged 37
		SP:Iteration 17Q (86494.680000 sec): 3 clusters
  Score: Raw -558113.952189 + Penalty 2782.268849 = -555331.683339
  nChanged 36
		SP:Iteration 18Q (86494.870000 sec): 3 clusters
  Score: Raw -558124.345230 + Penalty 2782.268849 = -555342.076381
  nChanged 27
		SP:Iteration 19Q (86495.070000 sec): 3 clusters
  Score: Raw -558131.875229 + Penalty 2782.268849 = -555349.606380
  nChanged 20
		SP:Iteration 20F (86495.270000 sec): 3 clusters
  Score: Raw -558138.948899 + Penalty 2782.268849 = -555356.680050
  nChanged 20
		SP:Iteration 21Q (86495.460000 sec): 3 clusters
  Score: Raw -558144.886656 + Penalty 2782.268849 = -555362.617806
  nChanged 20
		SP:Iteration 22Q (86495.630000 sec): 3 clusters
  Score: Raw -558149.817805 + Penalty 2782.268849 = -555367.548956
  nChanged 14
		SP:Iteration 23Q (86495.860000 sec): 3 clusters
  Score: Raw -558153.483436 + Penalty 2782.268849 = -555371.214587
  nChanged 18
		SP:Iteration 24Q (86496.010000 sec): 3 clusters
  Score: Raw -558157.789288 + Penalty 2782.268849 = -555375.520438
  nChanged 12
		SP:Iteration 25Q (86496.200000 sec): 3 clusters
  Score: Raw -558160.700537 + Penalty 2782.268849 = -555378.431688
  nChanged 9
		SP:Iteration 26Q (86496.420000 sec): 3 clusters
  Score: Raw -558162.401061 + Penalty 2782.268849 = -555380.132211
  nChanged 5
		SP:Iteration 27Q (86496.600000 sec): 3 clusters
  Score: Raw -558163.314180 + Penalty 2782.268849 = -555381.045330
  nChanged 4
		SP:Iteration 28Q (86496.800000 sec): 3 clusters
  Score: Raw -558164.109425 + Penalty 2782.268849 = -555381.840575
  nChanged 4
		SP:Iteration 29Q (86496.930000 sec): 3 clusters
  Score: Raw -558164.908149 + Penalty 2782.268849 = -555382.639299
  nChanged 2
		SP:Iteration 30Q (86497.090000 sec): 3 clusters
  Score: Raw -558165.252919 + Penalty 2782.268849 = -555382.984070
  nChanged 1
		SP:Iteration 31Q (86497.290000 sec): 3 clusters
  Score: Raw -558165.524763 + Penalty 2782.268849 = -555383.255914
  nChanged 0
		SP:Iteration 32F (86497.480000 sec): 3 clusters
  Score: Raw -558165.524763 + Penalty 2782.268849 = -555383.255914
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86497.590000 sec): 2 clusters
  Score: Raw -317565.703032 + Penalty 1302.168267 = -316263.534765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86497.770000 sec): 3 clusters
  Score: Raw -316121.010035 + Penalty 2604.336534 = -313516.673501
  nChanged 1176
		SP:Iteration 1F (86497.930000 sec): 3 clusters
  Score: Raw -316853.757615 + Penalty 2604.336534 = -314249.421081
  nChanged 274
		SP:Iteration 2F (86498.110000 sec): 3 clusters
  Score: Raw -317075.922496 + Penalty 2604.336534 = -314471.585962
  nChanged 197
		SP:Iteration 3F (86498.310000 sec): 3 clusters
  Score: Raw -317222.148672 + Penalty 2604.336534 = -314617.812138
  nChanged 146
		SP:Iteration 4Q (86498.500000 sec): 3 clusters
  Score: Raw -317328.057088 + Penalty 2604.336534 = -314723.720554
  nChanged 113
		SP:Iteration 5Q (86498.690000 sec): 3 clusters
  Score: Raw -317401.786173 + Penalty 2604.336534 = -314797.449639
  nChanged 105
		SP:Iteration 6Q (86498.860000 sec): 3 clusters
  Score: Raw -317460.352596 + Penalty 2604.336534 = -314856.016062
  nChanged 78
		SP:Iteration 7Q (86499.070000 sec): 3 clusters
  Score: Raw -317503.828674 + Penalty 2604.336534 = -314899.492140
  nChanged 63
		SP:Iteration 8Q (86499.240000 sec): 3 clusters
  Score: Raw -317542.444896 + Penalty 2604.336534 = -314938.108362
  nChanged 52
		SP:Iteration 9Q (86499.410000 sec): 3 clusters
  Score: Raw -317569.708401 + Penalty 2604.336534 = -314965.371867
  nChanged 50
		SP:Iteration 10Q (86499.590000 sec): 3 clusters
  Score: Raw -317595.194417 + Penalty 2604.336534 = -314990.857883
  nChanged 41
		SP:Iteration 11Q (86499.760000 sec): 3 clusters
  Score: Raw -317613.651065 + Penalty 2604.336534 = -315009.314532
  nChanged 27
		SP:Iteration 12Q (86499.960000 sec): 3 clusters
  Score: Raw -317625.019714 + Penalty 2604.336534 = -315020.683180
  nChanged 29
		SP:Iteration 13Q (86500.160000 sec): 3 clusters
  Score: Raw -317635.554977 + Penalty 2604.336534 = -315031.218443
  nChanged 17
		SP:Iteration 14Q (86500.390000 sec): 3 clusters
  Score: Raw -317641.115282 + Penalty 2604.336534 = -315036.778748
  nChanged 15
		SP:Iteration 15Q (86500.560000 sec): 3 clusters
  Score: Raw -317646.774044 + Penalty 2604.336534 = -315042.437510
  nChanged 19
		SP:Iteration 16Q (86500.750000 sec): 3 clusters
  Score: Raw -317656.393736 + Penalty 2604.336534 = -315052.057202
  nChanged 21
		SP:Iteration 17Q (86500.930000 sec): 3 clusters
  Score: Raw -317665.772777 + Penalty 2604.336534 = -315061.436243
  nChanged 29
		SP:Iteration 18Q (86501.120000 sec): 3 clusters
  Score: Raw -317675.654429 + Penalty 2604.336534 = -315071.317895
  nChanged 25
		SP:Iteration 19Q (86501.300000 sec): 3 clusters
  Score: Raw -317688.118786 + Penalty 2604.336534 = -315083.782252
  nChanged 29
		SP:Iteration 20F (86501.500000 sec): 3 clusters
  Score: Raw -317703.327509 + Penalty 2604.336534 = -315098.990975
  nChanged 31
		SP:Iteration 21Q (86501.690000 sec): 3 clusters
  Score: Raw -317718.810682 + Penalty 2604.336534 = -315114.474148
  nChanged 37
		SP:Iteration 22Q (86501.870000 sec): 3 clusters
  Score: Raw -317733.128476 + Penalty 2604.336534 = -315128.791942
  nChanged 25
		SP:Iteration 23Q (86502.040000 sec): 3 clusters
  Score: Raw -317745.188201 + Penalty 2604.336534 = -315140.851667
  nChanged 27
		SP:Iteration 24Q (86502.250000 sec): 3 clusters
  Score: Raw -317757.552705 + Penalty 2604.336534 = -315153.216171
  nChanged 23
		SP:Iteration 25Q (86502.410000 sec): 3 clusters
  Score: Raw -317767.670105 + Penalty 2604.336534 = -315163.333571
  nChanged 23
		SP:Iteration 26Q (86502.540000 sec): 3 clusters
  Score: Raw -317780.486615 + Penalty 2604.336534 = -315176.150081
  nChanged 28
		SP:Iteration 27Q (86502.670000 sec): 3 clusters
  Score: Raw -317796.778729 + Penalty 2604.336534 = -315192.442195
  nChanged 31
		SP:Iteration 28Q (86502.810000 sec): 3 clusters
  Score: Raw -317812.307192 + Penalty 2604.336534 = -315207.970658
  nChanged 31
		SP:Iteration 29Q (86503.020000 sec): 3 clusters
  Score: Raw -317827.670094 + Penalty 2604.336534 = -315223.333560
  nChanged 26
		SP:Iteration 30Q (86503.170000 sec): 3 clusters
  Score: Raw -317843.572391 + Penalty 2604.336534 = -315239.235857
  nChanged 27
		SP:Iteration 31Q (86503.370000 sec): 3 clusters
  Score: Raw -317855.810925 + Penalty 2604.336534 = -315251.474391
  nChanged 27
		SP:Iteration 32Q (86503.550000 sec): 3 clusters
  Score: Raw -317868.071954 + Penalty 2604.336534 = -315263.735420
  nChanged 30
		SP:Iteration 33Q (86503.740000 sec): 3 clusters
  Score: Raw -317882.369787 + Penalty 2604.336534 = -315278.033253
  nChanged 29
		SP:Iteration 34Q (86503.940000 sec): 3 clusters
  Score: Raw -317896.389002 + Penalty 2604.336534 = -315292.052469
  nChanged 19
		SP:Iteration 35Q (86504.120000 sec): 3 clusters
  Score: Raw -317907.795243 + Penalty 2604.336534 = -315303.458709
  nChanged 27
		SP:Iteration 36Q (86504.310000 sec): 3 clusters
  Score: Raw -317923.797520 + Penalty 2604.336534 = -315319.460986
  nChanged 25
		SP:Iteration 37Q (86504.510000 sec): 3 clusters
  Score: Raw -317936.657292 + Penalty 2604.336534 = -315332.320758
  nChanged 23
		SP:Iteration 38Q (86504.620000 sec): 3 clusters
  Score: Raw -317951.316279 + Penalty 2604.336534 = -315346.979745
  nChanged 20
		SP:Iteration 39Q (86504.770000 sec): 3 clusters
  Score: Raw -317963.465903 + Penalty 2604.336534 = -315359.129369
  nChanged 21
		SP:Iteration 40F (86504.920000 sec): 3 clusters
  Score: Raw -317971.579531 + Penalty 2604.336534 = -315367.242997
  nChanged 15
		SP:Iteration 41Q (86505.080000 sec): 3 clusters
  Score: Raw -317977.834914 + Penalty 2604.336534 = -315373.498380
  nChanged 18
		SP:Iteration 42Q (86505.250000 sec): 3 clusters
  Score: Raw -317988.525040 + Penalty 2604.336534 = -315384.188506
  nChanged 16
		SP:Iteration 43Q (86505.400000 sec): 3 clusters
  Score: Raw -317996.696312 + Penalty 2604.336534 = -315392.359778
  nChanged 15
		SP:Iteration 44Q (86505.550000 sec): 3 clusters
  Score: Raw -318007.204301 + Penalty 2604.336534 = -315402.867767
  nChanged 10
		SP:Iteration 45Q (86505.700000 sec): 3 clusters
  Score: Raw -318015.776868 + Penalty 2604.336534 = -315411.440334
  nChanged 16
		SP:Iteration 46Q (86505.860000 sec): 3 clusters
  Score: Raw -318027.028022 + Penalty 2604.336534 = -315422.691488
  nChanged 20
		SP:Iteration 47Q (86506.040000 sec): 3 clusters
  Score: Raw -318037.492063 + Penalty 2604.336534 = -315433.155529
  nChanged 14
		SP:Iteration 48Q (86506.220000 sec): 3 clusters
  Score: Raw -318044.051283 + Penalty 2604.336534 = -315439.714749
  nChanged 7
		SP:Iteration 49Q (86506.390000 sec): 3 clusters
  Score: Raw -318048.585630 + Penalty 2604.336534 = -315444.249096
  nChanged 9
		SP:Iteration 50Q (86506.580000 sec): 3 clusters
  Score: Raw -318055.621508 + Penalty 2604.336534 = -315451.284974
  nChanged 11
		SP:Iteration 51Q (86506.780000 sec): 3 clusters
  Score: Raw -318063.565636 + Penalty 2604.336534 = -315459.229102
  nChanged 9
		SP:Iteration 52Q (86506.980000 sec): 3 clusters
  Score: Raw -318070.118172 + Penalty 2604.336534 = -315465.781638
  nChanged 8
		SP:Iteration 53Q (86507.170000 sec): 3 clusters
  Score: Raw -318074.673833 + Penalty 2604.336534 = -315470.337299
  nChanged 4
		SP:Iteration 54Q (86507.340000 sec): 3 clusters
  Score: Raw -318078.057375 + Penalty 2604.336534 = -315473.720841
  nChanged 8
		SP:Iteration 55Q (86507.550000 sec): 3 clusters
  Score: Raw -318085.581916 + Penalty 2604.336534 = -315481.245382
  nChanged 9
		SP:Iteration 56Q (86507.700000 sec): 3 clusters
  Score: Raw -318093.650041 + Penalty 2604.336534 = -315489.313507
  nChanged 9
		SP:Iteration 57Q (86507.870000 sec): 3 clusters
  Score: Raw -318100.176190 + Penalty 2604.336534 = -315495.839656
  nChanged 10
		SP:Iteration 58Q (86508.070000 sec): 3 clusters
  Score: Raw -318106.837760 + Penalty 2604.336534 = -315502.501226
  nChanged 4
		SP:Iteration 59Q (86508.230000 sec): 3 clusters
  Score: Raw -318108.817868 + Penalty 2604.336534 = -315504.481334
  nChanged 2
		SP:Iteration 60F (86508.430000 sec): 3 clusters
  Score: Raw -318109.619593 + Penalty 2604.336534 = -315505.283059
  nChanged 2
		SP:Iteration 61Q (86508.610000 sec): 3 clusters
  Score: Raw -318111.261192 + Penalty 2604.336534 = -315506.924658
  nChanged 1
		SP:Iteration 62Q (86508.790000 sec): 3 clusters
  Score: Raw -318112.170426 + Penalty 2604.336534 = -315507.833892
  nChanged 4
		SP:Iteration 63Q (86508.960000 sec): 3 clusters
  Score: Raw -318114.273543 + Penalty 2604.336534 = -315509.937009
  nChanged 4
		SP:Iteration 64Q (86509.120000 sec): 3 clusters
  Score: Raw -318116.658238 + Penalty 2604.336534 = -315512.321704
  nChanged 3
		SP:Iteration 65Q (86509.280000 sec): 3 clusters
  Score: Raw -318118.577912 + Penalty 2604.336534 = -315514.241378
  nChanged 2
		SP:Iteration 66Q (86509.420000 sec): 3 clusters
  Score: Raw -318119.466827 + Penalty 2604.336534 = -315515.130293
  nChanged 2
		SP:Iteration 67Q (86509.580000 sec): 3 clusters
  Score: Raw -318120.456522 + Penalty 2604.336534 = -315516.119988
  nChanged 4
		SP:Iteration 68Q (86509.760000 sec): 3 clusters
  Score: Raw -318123.161212 + Penalty 2604.336534 = -315518.824679
  nChanged 1
		SP:Iteration 69Q (86509.940000 sec): 3 clusters
  Score: Raw -318123.533940 + Penalty 2604.336534 = -315519.197406
  nChanged 0
		SP:Iteration 70F (86510.100000 sec): 3 clusters
  Score: Raw -318123.533940 + Penalty 2604.336534 = -315519.197406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86510.210000 sec): 2 clusters
  Score: Raw -319297.360094 + Penalty 1306.310648 = -317991.049446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86510.390000 sec): 3 clusters
  Score: Raw -317852.477020 + Penalty 2612.621296 = -315239.855724
  nChanged 1225
		SP:Iteration 1F (86510.550000 sec): 3 clusters
  Score: Raw -318734.533209 + Penalty 2612.621296 = -316121.911912
  nChanged 265
		SP:Iteration 2F (86510.690000 sec): 3 clusters
  Score: Raw -318990.503895 + Penalty 2612.621296 = -316377.882599
  nChanged 205
		SP:Iteration 3F (86510.870000 sec): 3 clusters
  Score: Raw -319133.230536 + Penalty 2612.621296 = -316520.609239
  nChanged 128
		SP:Iteration 4Q (86511.060000 sec): 3 clusters
  Score: Raw -319226.784807 + Penalty 2612.621296 = -316614.163510
  nChanged 126
		SP:Iteration 5Q (86511.240000 sec): 3 clusters
  Score: Raw -319334.820029 + Penalty 2612.621296 = -316722.198733
  nChanged 118
		SP:Iteration 6Q (86511.400000 sec): 3 clusters
  Score: Raw -319431.114765 + Penalty 2612.621296 = -316818.493468
  nChanged 102
		SP:Iteration 7Q (86511.580000 sec): 3 clusters
  Score: Raw -319516.360224 + Penalty 2612.621296 = -316903.738927
  nChanged 93
		SP:Iteration 8Q (86511.760000 sec): 3 clusters
  Score: Raw -319585.821521 + Penalty 2612.621296 = -316973.200225
  nChanged 83
		SP:Iteration 9Q (86511.910000 sec): 3 clusters
  Score: Raw -319645.029602 + Penalty 2612.621296 = -317032.408306
  nChanged 73
		SP:Iteration 10Q (86512.090000 sec): 3 clusters
  Score: Raw -319693.182167 + Penalty 2612.621296 = -317080.560871
  nChanged 65
		SP:Iteration 11Q (86512.300000 sec): 3 clusters
  Score: Raw -319737.796588 + Penalty 2612.621296 = -317125.175292
  nChanged 72
		SP:Iteration 12Q (86512.480000 sec): 3 clusters
  Score: Raw -319788.311349 + Penalty 2612.621296 = -317175.690053
  nChanged 61
		SP:Iteration 13Q (86512.640000 sec): 3 clusters
  Score: Raw -319831.981631 + Penalty 2612.621296 = -317219.360335
  nChanged 64
		SP:Iteration 14Q (86512.840000 sec): 3 clusters
  Score: Raw -319875.986085 + Penalty 2612.621296 = -317263.364789
  nChanged 64
		SP:Iteration 15Q (86513.000000 sec): 3 clusters
  Score: Raw -319925.397240 + Penalty 2612.621296 = -317312.775944
  nChanged 55
		SP:Iteration 16Q (86513.140000 sec): 3 clusters
  Score: Raw -319969.736337 + Penalty 2612.621296 = -317357.115041
  nChanged 61
		SP:Iteration 17Q (86513.340000 sec): 3 clusters
  Score: Raw -320010.891755 + Penalty 2612.621296 = -317398.270459
  nChanged 50
		SP:Iteration 18Q (86513.530000 sec): 3 clusters
  Score: Raw -320045.594600 + Penalty 2612.621296 = -317432.973304
  nChanged 37
		SP:Iteration 19Q (86513.680000 sec): 3 clusters
  Score: Raw -320069.654712 + Penalty 2612.621296 = -317457.033416
  nChanged 39
		SP:Iteration 20F (86513.840000 sec): 3 clusters
  Score: Raw -320100.778319 + Penalty 2612.621296 = -317488.157022
  nChanged 46
		SP:Iteration 21Q (86513.980000 sec): 3 clusters
  Score: Raw -320139.877510 + Penalty 2612.621296 = -317527.256214
  nChanged 47
		SP:Iteration 22Q (86514.160000 sec): 3 clusters
  Score: Raw -320182.101813 + Penalty 2612.621296 = -317569.480517
  nChanged 44
		SP:Iteration 23Q (86514.300000 sec): 3 clusters
  Score: Raw -320235.623971 + Penalty 2612.621296 = -317623.002675
  nChanged 41
		SP:Iteration 24Q (86514.520000 sec): 3 clusters
  Score: Raw -320273.638624 + Penalty 2612.621296 = -317661.017328
  nChanged 32
		SP:Iteration 25Q (86514.680000 sec): 3 clusters
  Score: Raw -320306.704327 + Penalty 2612.621296 = -317694.083030
  nChanged 24
		SP:Iteration 26Q (86514.880000 sec): 3 clusters
  Score: Raw -320338.711537 + Penalty 2612.621296 = -317726.090241
  nChanged 31
		SP:Iteration 27Q (86515.050000 sec): 3 clusters
  Score: Raw -320372.932904 + Penalty 2612.621296 = -317760.311608
  nChanged 24
		SP:Iteration 28Q (86515.220000 sec): 3 clusters
  Score: Raw -320404.048853 + Penalty 2612.621296 = -317791.427557
  nChanged 29
		SP:Iteration 29Q (86515.400000 sec): 3 clusters
  Score: Raw -320436.030483 + Penalty 2612.621296 = -317823.409186
  nChanged 27
		SP:Iteration 30Q (86515.600000 sec): 3 clusters
  Score: Raw -320456.567382 + Penalty 2612.621296 = -317843.946085
  nChanged 19
		SP:Iteration 31Q (86515.770000 sec): 3 clusters
  Score: Raw -320473.667377 + Penalty 2612.621296 = -317861.046081
  nChanged 8
		SP:Iteration 32Q (86515.960000 sec): 3 clusters
  Score: Raw -320480.040899 + Penalty 2612.621296 = -317867.419603
  nChanged 8
		SP:Iteration 33Q (86516.120000 sec): 3 clusters
  Score: Raw -320483.826114 + Penalty 2612.621296 = -317871.204817
  nChanged 4
		SP:Iteration 34Q (86516.300000 sec): 3 clusters
  Score: Raw -320485.719896 + Penalty 2612.621296 = -317873.098600
  nChanged 5
		SP:Iteration 35Q (86516.450000 sec): 3 clusters
  Score: Raw -320488.765509 + Penalty 2612.621296 = -317876.144213
  nChanged 5
		SP:Iteration 36Q (86516.670000 sec): 3 clusters
  Score: Raw -320491.132626 + Penalty 2612.621296 = -317878.511329
  nChanged 2
		SP:Iteration 37Q (86516.830000 sec): 3 clusters
  Score: Raw -320492.575484 + Penalty 2612.621296 = -317879.954188
  nChanged 3
		SP:Iteration 38Q (86517.000000 sec): 3 clusters
  Score: Raw -320494.261407 + Penalty 2612.621296 = -317881.640110
  nChanged 2
		SP:Iteration 39Q (86517.170000 sec): 3 clusters
  Score: Raw -320495.188002 + Penalty 2612.621296 = -317882.566705
  nChanged 1
		SP:Iteration 40F (86517.340000 sec): 3 clusters
  Score: Raw -320495.651325 + Penalty 2612.621296 = -317883.030029
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86517.410000 sec): 2 clusters
  Score: Raw -466523.814951 + Penalty 1364.485173 = -465159.329778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86517.610000 sec): 3 clusters
  Score: Raw -464254.908202 + Penalty 2728.970346 = -461525.937856
  nChanged 1792
		SP:Iteration 1F (86517.780000 sec): 3 clusters
  Score: Raw -465249.910464 + Penalty 2728.970346 = -462520.940118
  nChanged 357
		SP:Iteration 2F (86518.000000 sec): 3 clusters
  Score: Raw -465513.918520 + Penalty 2728.970346 = -462784.948174
  nChanged 291
		SP:Iteration 3F (86518.180000 sec): 3 clusters
  Score: Raw -465732.352033 + Penalty 2728.970346 = -463003.381687
  nChanged 245
		SP:Iteration 4F (86518.320000 sec): 3 clusters
  Score: Raw -465906.242681 + Penalty 2728.970346 = -463177.272334
  nChanged 197
		SP:Iteration 5Q (86518.510000 sec): 3 clusters
  Score: Raw -466039.002713 + Penalty 2728.970346 = -463310.032366
  nChanged 176
		SP:Iteration 6Q (86518.670000 sec): 3 clusters
  Score: Raw -466143.623336 + Penalty 2728.970346 = -463414.652990
  nChanged 146
		SP:Iteration 7Q (86518.880000 sec): 3 clusters
  Score: Raw -466226.485520 + Penalty 2728.970346 = -463497.515173
  nChanged 118
		SP:Iteration 8Q (86519.050000 sec): 3 clusters
  Score: Raw -466293.423646 + Penalty 2728.970346 = -463564.453300
  nChanged 104
		SP:Iteration 9Q (86519.280000 sec): 3 clusters
  Score: Raw -466349.059118 + Penalty 2728.970346 = -463620.088772
  nChanged 79
		SP:Iteration 10Q (86519.490000 sec): 3 clusters
  Score: Raw -466385.640965 + Penalty 2728.970346 = -463656.670619
  nChanged 66
		SP:Iteration 11Q (86519.640000 sec): 3 clusters
  Score: Raw -466415.539352 + Penalty 2728.970346 = -463686.569006
  nChanged 69
		SP:Iteration 12Q (86519.820000 sec): 3 clusters
  Score: Raw -466441.938131 + Penalty 2728.970346 = -463712.967785
  nChanged 57
		SP:Iteration 13Q (86520.030000 sec): 3 clusters
  Score: Raw -466468.360437 + Penalty 2728.970346 = -463739.390090
  nChanged 55
		SP:Iteration 14Q (86520.230000 sec): 3 clusters
  Score: Raw -466495.513609 + Penalty 2728.970346 = -463766.543263
  nChanged 65
		SP:Iteration 15Q (86520.440000 sec): 3 clusters
  Score: Raw -466521.501834 + Penalty 2728.970346 = -463792.531488
  nChanged 46
		SP:Iteration 16Q (86520.630000 sec): 3 clusters
  Score: Raw -466538.705128 + Penalty 2728.970346 = -463809.734782
  nChanged 38
		SP:Iteration 17Q (86520.840000 sec): 3 clusters
  Score: Raw -466553.783678 + Penalty 2728.970346 = -463824.813332
  nChanged 36
		SP:Iteration 18Q (86521.020000 sec): 3 clusters
  Score: Raw -466566.421183 + Penalty 2728.970346 = -463837.450837
  nChanged 27
		SP:Iteration 19Q (86521.230000 sec): 3 clusters
  Score: Raw -466578.119335 + Penalty 2728.970346 = -463849.148989
  nChanged 32
		SP:Iteration 20F (86521.390000 sec): 3 clusters
  Score: Raw -466592.562459 + Penalty 2728.970346 = -463863.592112
  nChanged 26
		SP:Iteration 21Q (86521.520000 sec): 3 clusters
  Score: Raw -466602.603120 + Penalty 2728.970346 = -463873.632774
  nChanged 32
		SP:Iteration 22Q (86521.690000 sec): 3 clusters
  Score: Raw -466611.488256 + Penalty 2728.970346 = -463882.517909
  nChanged 18
		SP:Iteration 23Q (86521.850000 sec): 3 clusters
  Score: Raw -466616.733143 + Penalty 2728.970346 = -463887.762797
  nChanged 18
		SP:Iteration 24Q (86522.070000 sec): 3 clusters
  Score: Raw -466621.823269 + Penalty 2728.970346 = -463892.852923
  nChanged 13
		SP:Iteration 25Q (86522.220000 sec): 3 clusters
  Score: Raw -466625.229231 + Penalty 2728.970346 = -463896.258884
  nChanged 11
		SP:Iteration 26Q (86522.410000 sec): 3 clusters
  Score: Raw -466628.799659 + Penalty 2728.970346 = -463899.829313
  nChanged 15
		SP:Iteration 27Q (86522.610000 sec): 3 clusters
  Score: Raw -466634.454099 + Penalty 2728.970346 = -463905.483753
  nChanged 19
		SP:Iteration 28Q (86522.790000 sec): 3 clusters
  Score: Raw -466641.292887 + Penalty 2728.970346 = -463912.322541
  nChanged 25
		SP:Iteration 29Q (86522.990000 sec): 3 clusters
  Score: Raw -466649.864638 + Penalty 2728.970346 = -463920.894291
  nChanged 16
		SP:Iteration 30Q (86523.140000 sec): 3 clusters
  Score: Raw -466656.719017 + Penalty 2728.970346 = -463927.748670
  nChanged 19
		SP:Iteration 31Q (86523.310000 sec): 3 clusters
  Score: Raw -466664.995563 + Penalty 2728.970346 = -463936.025217
  nChanged 13
		SP:Iteration 32Q (86523.480000 sec): 3 clusters
  Score: Raw -466670.288987 + Penalty 2728.970346 = -463941.318640
  nChanged 21
		SP:Iteration 33Q (86523.660000 sec): 3 clusters
  Score: Raw -466677.701667 + Penalty 2728.970346 = -463948.731321
  nChanged 23
		SP:Iteration 34Q (86523.830000 sec): 3 clusters
  Score: Raw -466685.473332 + Penalty 2728.970346 = -463956.502985
  nChanged 22
		SP:Iteration 35Q (86523.940000 sec): 3 clusters
  Score: Raw -466692.648206 + Penalty 2728.970346 = -463963.677860
  nChanged 17
		SP:Iteration 36Q (86524.100000 sec): 3 clusters
  Score: Raw -466697.227797 + Penalty 2728.970346 = -463968.257451
  nChanged 18
		SP:Iteration 37Q (86524.220000 sec): 3 clusters
  Score: Raw -466703.403198 + Penalty 2728.970346 = -463974.432852
  nChanged 18
		SP:Iteration 38Q (86524.390000 sec): 3 clusters
  Score: Raw -466708.455349 + Penalty 2728.970346 = -463979.485003
  nChanged 14
		SP:Iteration 39Q (86524.580000 sec): 3 clusters
  Score: Raw -466712.196825 + Penalty 2728.970346 = -463983.226479
  nChanged 8
		SP:Iteration 40F (86524.750000 sec): 3 clusters
  Score: Raw -466715.281625 + Penalty 2728.970346 = -463986.311278
  nChanged 8
		SP:Iteration 41Q (86524.960000 sec): 3 clusters
  Score: Raw -466719.973113 + Penalty 2728.970346 = -463991.002767
  nChanged 17
		SP:Iteration 42Q (86525.150000 sec): 3 clusters
  Score: Raw -466732.311371 + Penalty 2728.970346 = -464003.341025
  nChanged 22
		SP:Iteration 43Q (86525.300000 sec): 3 clusters
  Score: Raw -466745.662745 + Penalty 2728.970346 = -464016.692398
  nChanged 18
		SP:Iteration 44Q (86525.530000 sec): 3 clusters
  Score: Raw -466753.561555 + Penalty 2728.970346 = -464024.591208
  nChanged 14
		SP:Iteration 45Q (86525.730000 sec): 3 clusters
  Score: Raw -466758.662631 + Penalty 2728.970346 = -464029.692285
  nChanged 14
		SP:Iteration 46Q (86525.920000 sec): 3 clusters
  Score: Raw -466763.250442 + Penalty 2728.970346 = -464034.280095
  nChanged 15
		SP:Iteration 47Q (86526.060000 sec): 3 clusters
  Score: Raw -466767.820744 + Penalty 2728.970346 = -464038.850398
  nChanged 10
		SP:Iteration 48Q (86526.270000 sec): 3 clusters
  Score: Raw -466770.946564 + Penalty 2728.970346 = -464041.976218
  nChanged 10
		SP:Iteration 49Q (86526.450000 sec): 3 clusters
  Score: Raw -466773.919445 + Penalty 2728.970346 = -464044.949099
  nChanged 11
		SP:Iteration 50Q (86526.600000 sec): 3 clusters
  Score: Raw -466776.480149 + Penalty 2728.970346 = -464047.509803
  nChanged 6
		SP:Iteration 51Q (86526.780000 sec): 3 clusters
  Score: Raw -466777.765899 + Penalty 2728.970346 = -464048.795553
  nChanged 5
		SP:Iteration 52Q (86526.970000 sec): 3 clusters
  Score: Raw -466778.750767 + Penalty 2728.970346 = -464049.780421
  nChanged 3
		SP:Iteration 53Q (86527.130000 sec): 3 clusters
  Score: Raw -466779.352790 + Penalty 2728.970346 = -464050.382443
  nChanged 4
		SP:Iteration 54Q (86527.350000 sec): 3 clusters
  Score: Raw -466781.174800 + Penalty 2728.970346 = -464052.204453
  nChanged 10
		SP:Iteration 55Q (86527.540000 sec): 3 clusters
  Score: Raw -466785.552465 + Penalty 2728.970346 = -464056.582119
  nChanged 9
		SP:Iteration 56Q (86527.740000 sec): 3 clusters
  Score: Raw -466788.069867 + Penalty 2728.970346 = -464059.099521
  nChanged 6
		SP:Iteration 57Q (86527.910000 sec): 3 clusters
  Score: Raw -466789.411799 + Penalty 2728.970346 = -464060.441453
  nChanged 4
		SP:Iteration 58Q (86528.130000 sec): 3 clusters
  Score: Raw -466790.411825 + Penalty 2728.970346 = -464061.441478
  nChanged 3
		SP:Iteration 59Q (86528.310000 sec): 3 clusters
  Score: Raw -466790.887102 + Penalty 2728.970346 = -464061.916755
  nChanged 1
		SP:Iteration 60F (86528.470000 sec): 3 clusters
  Score: Raw -466791.045948 + Penalty 2728.970346 = -464062.075602
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86528.540000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86528.720000 sec): 3 clusters
  Score: Raw -56077.604423 + Penalty 2021.045039 = -54056.559384
  nChanged 116
		SP:Iteration 1F (86528.890000 sec): 3 clusters
  Score: Raw -56204.003050 + Penalty 2021.045039 = -54182.958011
  nChanged 19
		SP:Iteration 2Q (86529.060000 sec): 3 clusters
  Score: Raw -56229.223390 + Penalty 2021.045039 = -54208.178351
  nChanged 10
		SP:Iteration 3Q (86529.230000 sec): 3 clusters
  Score: Raw -56249.785067 + Penalty 2021.045039 = -54228.740028
  nChanged 8
		SP:Iteration 4Q (86529.420000 sec): 3 clusters
  Score: Raw -56264.775551 + Penalty 2021.045039 = -54243.730512
  nChanged 6
		SP:Iteration 5Q (86529.530000 sec): 3 clusters
  Score: Raw -56270.125600 + Penalty 2021.045039 = -54249.080561
  nChanged 3
		SP:Iteration 6Q (86529.700000 sec): 3 clusters
  Score: Raw -56272.184495 + Penalty 2021.045039 = -54251.139456
  nChanged 1
		SP:Iteration 7Q (86529.890000 sec): 3 clusters
  Score: Raw -56274.191031 + Penalty 2021.045039 = -54253.145992
  nChanged 1
		SP:Iteration 8Q (86530.070000 sec): 3 clusters
  Score: Raw -56276.760224 + Penalty 2021.045039 = -54255.715185
  nChanged 3
		SP:Iteration 9Q (86530.280000 sec): 3 clusters
  Score: Raw -56280.805826 + Penalty 2021.045039 = -54259.760787
  nChanged 0
		SP:Iteration 10F (86530.450000 sec): 3 clusters
  Score: Raw -56280.805826 + Penalty 2021.045039 = -54259.760787
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86530.650000 sec): 2 clusters
  Score: Raw -2175173.284359 + Penalty 1606.753492 = -2173566.530867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86530.900000 sec): 3 clusters
  Score: Raw -2163308.855831 + Penalty 3213.506984 = -2160095.348847
  nChanged 8882
		SP:Iteration 1F (86531.130000 sec): 3 clusters
  Score: Raw -2168286.115016 + Penalty 3213.506984 = -2165072.608032
  nChanged 1126
		SP:Iteration 2F (86531.430000 sec): 3 clusters
  Score: Raw -2168767.282086 + Penalty 3213.506984 = -2165553.775101
  nChanged 1117
		SP:Iteration 3F (86531.680000 sec): 3 clusters
  Score: Raw -2169320.958942 + Penalty 3213.506984 = -2166107.451958
  nChanged 1176
		SP:Iteration 4F (86531.920000 sec): 3 clusters
  Score: Raw -2170024.325624 + Penalty 3213.506984 = -2166810.818639
  nChanged 1284
		SP:Iteration 5F (86532.170000 sec): 3 clusters
  Score: Raw -2170917.434092 + Penalty 3213.506984 = -2167703.927108
  nChanged 1286
		SP:Iteration 6F (86532.440000 sec): 3 clusters
  Score: Raw -2171896.370789 + Penalty 3213.506984 = -2168682.863805
  nChanged 1251
		SP:Iteration 7F (86532.680000 sec): 3 clusters
  Score: Raw -2172926.977257 + Penalty 3213.506984 = -2169713.470272
  nChanged 1033
		SP:Iteration 8F (86532.940000 sec): 3 clusters
  Score: Raw -2173826.658189 + Penalty 3213.506984 = -2170613.151205
  nChanged 725
		SP:Iteration 9Q (86533.250000 sec): 3 clusters
  Score: Raw -2174470.046627 + Penalty 3213.506984 = -2171256.539643
  nChanged 465
		SP:Iteration 10Q (86533.490000 sec): 3 clusters
  Score: Raw -2174900.456246 + Penalty 3213.506984 = -2171686.949262
  nChanged 243
		SP:Iteration 11Q (86533.790000 sec): 3 clusters
  Score: Raw -2175111.223019 + Penalty 3213.506984 = -2171897.716034
  nChanged 140
		SP:Iteration 12Q (86534.030000 sec): 3 clusters
  Score: Raw -2175223.714926 + Penalty 3213.506984 = -2172010.207941
  nChanged 75
		SP:Iteration 13Q (86534.240000 sec): 3 clusters
  Score: Raw -2175270.844918 + Penalty 3213.506984 = -2172057.337933
  nChanged 47
		SP:Iteration 14Q (86534.490000 sec): 3 clusters
  Score: Raw -2175305.186903 + Penalty 3213.506984 = -2172091.679919
  nChanged 42
		SP:Iteration 15Q (86534.740000 sec): 3 clusters
  Score: Raw -2175337.111119 + Penalty 3213.506984 = -2172123.604135
  nChanged 28
		SP:Iteration 16Q (86535.000000 sec): 3 clusters
  Score: Raw -2175358.662367 + Penalty 3213.506984 = -2172145.155382
  nChanged 21
		SP:Iteration 17Q (86535.280000 sec): 3 clusters
  Score: Raw -2175372.706389 + Penalty 3213.506984 = -2172159.199405
  nChanged 11
		SP:Iteration 18Q (86535.570000 sec): 3 clusters
  Score: Raw -2175378.159898 + Penalty 3213.506984 = -2172164.652913
  nChanged 7
		SP:Iteration 19Q (86535.790000 sec): 3 clusters
  Score: Raw -2175380.846238 + Penalty 3213.506984 = -2172167.339253
  nChanged 7
		SP:Iteration 20F (86536.030000 sec): 3 clusters
  Score: Raw -2175384.875827 + Penalty 3213.506984 = -2172171.368843
  nChanged 6
		SP:Iteration 21Q (86536.290000 sec): 3 clusters
  Score: Raw -2175388.415635 + Penalty 3213.506984 = -2172174.908651
  nChanged 3
		SP:Iteration 22Q (86536.580000 sec): 3 clusters
  Score: Raw -2175390.301742 + Penalty 3213.506984 = -2172176.794757
  nChanged 4
		SP:Iteration 23Q (86536.790000 sec): 3 clusters
  Score: Raw -2175392.552402 + Penalty 3213.506984 = -2172179.045417
  nChanged 8
		SP:Iteration 24Q (86537.090000 sec): 3 clusters
  Score: Raw -2175396.607471 + Penalty 3213.506984 = -2172183.100486
  nChanged 8
		SP:Iteration 25Q (86537.320000 sec): 3 clusters
  Score: Raw -2175402.309716 + Penalty 3213.506984 = -2172188.802731
  nChanged 9
		SP:Iteration 26Q (86537.560000 sec): 3 clusters
  Score: Raw -2175407.933761 + Penalty 3213.506984 = -2172194.426777
  nChanged 8
		SP:Iteration 27Q (86537.830000 sec): 3 clusters
  Score: Raw -2175412.640841 + Penalty 3213.506984 = -2172199.133856
  nChanged 7
		SP:Iteration 28Q (86538.090000 sec): 3 clusters
  Score: Raw -2175415.327138 + Penalty 3213.506984 = -2172201.820153
  nChanged 3
		SP:Iteration 29Q (86538.340000 sec): 3 clusters
  Score: Raw -2175416.627344 + Penalty 3213.506984 = -2172203.120359
  nChanged 0
		SP:Iteration 30F (86538.610000 sec): 3 clusters
  Score: Raw -2175416.627344 + Penalty 3213.506984 = -2172203.120359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86538.710000 sec): 2 clusters
  Score: Raw -398091.642682 + Penalty 1332.947912 = -396758.694770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86538.930000 sec): 3 clusters
  Score: Raw -396266.452718 + Penalty 2665.895824 = -393600.556894
  nChanged 1450
		SP:Iteration 1F (86539.120000 sec): 3 clusters
  Score: Raw -397140.857794 + Penalty 2665.895824 = -394474.961970
  nChanged 304
		SP:Iteration 2F (86539.310000 sec): 3 clusters
  Score: Raw -397337.096682 + Penalty 2665.895824 = -394671.200858
  nChanged 220
		SP:Iteration 3F (86539.470000 sec): 3 clusters
  Score: Raw -397508.087595 + Penalty 2665.895824 = -394842.191771
  nChanged 210
		SP:Iteration 4F (86539.670000 sec): 3 clusters
  Score: Raw -397694.536500 + Penalty 2665.895824 = -395028.640676
  nChanged 204
		SP:Iteration 5F (86539.850000 sec): 3 clusters
  Score: Raw -397848.018151 + Penalty 2665.895824 = -395182.122327
  nChanged 153
		SP:Iteration 6Q (86540.040000 sec): 3 clusters
  Score: Raw -397971.924373 + Penalty 2665.895824 = -395306.028549
  nChanged 142
		SP:Iteration 7Q (86540.230000 sec): 3 clusters
  Score: Raw -398069.302327 + Penalty 2665.895824 = -395403.406503
  nChanged 107
		SP:Iteration 8Q (86540.400000 sec): 3 clusters
  Score: Raw -398130.524286 + Penalty 2665.895824 = -395464.628462
  nChanged 72
		SP:Iteration 9Q (86540.570000 sec): 3 clusters
  Score: Raw -398168.347203 + Penalty 2665.895824 = -395502.451379
  nChanged 68
		SP:Iteration 10Q (86540.750000 sec): 3 clusters
  Score: Raw -398198.786790 + Penalty 2665.895824 = -395532.890966
  nChanged 52
		SP:Iteration 11Q (86540.910000 sec): 3 clusters
  Score: Raw -398221.563592 + Penalty 2665.895824 = -395555.667768
  nChanged 41
		SP:Iteration 12Q (86541.060000 sec): 3 clusters
  Score: Raw -398237.575003 + Penalty 2665.895824 = -395571.679179
  nChanged 36
		SP:Iteration 13Q (86541.250000 sec): 3 clusters
  Score: Raw -398249.098068 + Penalty 2665.895824 = -395583.202244
  nChanged 23
		SP:Iteration 14Q (86541.400000 sec): 3 clusters
  Score: Raw -398258.443899 + Penalty 2665.895824 = -395592.548075
  nChanged 21
		SP:Iteration 15Q (86541.580000 sec): 3 clusters
  Score: Raw -398266.323087 + Penalty 2665.895824 = -395600.427263
  nChanged 19
		SP:Iteration 16Q (86541.720000 sec): 3 clusters
  Score: Raw -398272.163484 + Penalty 2665.895824 = -395606.267660
  nChanged 13
		SP:Iteration 17Q (86541.890000 sec): 3 clusters
  Score: Raw -398277.381298 + Penalty 2665.895824 = -395611.485474
  nChanged 17
		SP:Iteration 18Q (86542.070000 sec): 3 clusters
  Score: Raw -398282.280164 + Penalty 2665.895824 = -395616.384340
  nChanged 16
		SP:Iteration 19Q (86542.260000 sec): 3 clusters
  Score: Raw -398287.443101 + Penalty 2665.895824 = -395621.547277
  nChanged 8
		SP:Iteration 20F (86542.470000 sec): 3 clusters
  Score: Raw -398289.752944 + Penalty 2665.895824 = -395623.857120
  nChanged 3
		SP:Iteration 21Q (86542.640000 sec): 3 clusters
  Score: Raw -398291.148994 + Penalty 2665.895824 = -395625.253170
  nChanged 3
		SP:Iteration 22Q (86542.800000 sec): 3 clusters
  Score: Raw -398291.815336 + Penalty 2665.895824 = -395625.919512
  nChanged 0
		SP:Iteration 23F (86543.000000 sec): 3 clusters
  Score: Raw -398291.815336 + Penalty 2665.895824 = -395625.919512
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86543.070000 sec): 2 clusters
  Score: Raw -21585.034001 + Penalty 877.201439 = -20707.832562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86543.310000 sec): 3 clusters
  Score: Raw -21774.460137 + Penalty 1754.402878 = -20020.057259
  nChanged 32
		SP:Iteration 1F (86543.430000 sec): 3 clusters
  Score: Raw -21871.979436 + Penalty 1754.402878 = -20117.576558
  nChanged 8
		SP:Iteration 2Q (86543.590000 sec): 3 clusters
  Score: Raw -21912.072270 + Penalty 1754.402878 = -20157.669392
  nChanged 5
		SP:Iteration 3Q (86543.740000 sec): 3 clusters
  Score: Raw -21931.695904 + Penalty 1754.402878 = -20177.293026
  nChanged 5
		SP:Iteration 4Q (86543.900000 sec): 3 clusters
  Score: Raw -21945.502656 + Penalty 1754.402878 = -20191.099778
  nChanged 6
		SP:Iteration 5Q (86544.080000 sec): 3 clusters
  Score: Raw -21977.125467 + Penalty 1754.402878 = -20222.722589
  nChanged 9
		SP:Iteration 6Q (86544.270000 sec): 3 clusters
  Score: Raw -22011.641793 + Penalty 1754.402878 = -20257.238915
  nChanged 5
		SP:Iteration 7Q (86544.490000 sec): 3 clusters
  Score: Raw -22044.417511 + Penalty 1754.402878 = -20290.014633
  nChanged 5
		SP:Iteration 8Q (86544.670000 sec): 3 clusters
  Score: Raw -22079.175408 + Penalty 1754.402878 = -20324.772530
  nChanged 2
		SP:Iteration 9Q (86544.810000 sec): 3 clusters
  Score: Raw -22092.360424 + Penalty 1754.402878 = -20337.957546
  nChanged 0
		SP:Iteration 10F (86545.010000 sec): 3 clusters
  Score: Raw -22092.360424 + Penalty 1754.402878 = -20337.957546
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86545.130000 sec): 2 clusters
  Score: Raw -734972.183552 + Penalty 1430.312147 = -733541.871405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86545.330000 sec): 3 clusters
  Score: Raw -731376.579918 + Penalty 2860.624294 = -728515.955625
  nChanged 2778
		SP:Iteration 1F (86545.540000 sec): 3 clusters
  Score: Raw -732823.930452 + Penalty 2860.624294 = -729963.306158
  nChanged 403
		SP:Iteration 2F (86545.710000 sec): 3 clusters
  Score: Raw -732979.327972 + Penalty 2860.624294 = -730118.703678
  nChanged 292
		SP:Iteration 3Q (86545.880000 sec): 3 clusters
  Score: Raw -733097.371782 + Penalty 2860.624294 = -730236.747488
  nChanged 226
		SP:Iteration 4Q (86546.070000 sec): 3 clusters
  Score: Raw -733178.447045 + Penalty 2860.624294 = -730317.822751
  nChanged 195
		SP:Iteration 5Q (86546.290000 sec): 3 clusters
  Score: Raw -733245.528403 + Penalty 2860.624294 = -730384.904109
  nChanged 163
		SP:Iteration 6Q (86546.450000 sec): 3 clusters
  Score: Raw -733301.705089 + Penalty 2860.624294 = -730441.080795
  nChanged 154
		SP:Iteration 7Q (86546.670000 sec): 3 clusters
  Score: Raw -733357.130459 + Penalty 2860.624294 = -730496.506165
  nChanged 184
		SP:Iteration 8Q (86546.860000 sec): 3 clusters
  Score: Raw -733424.253887 + Penalty 2860.624294 = -730563.629593
  nChanged 193
		SP:Iteration 9Q (86547.040000 sec): 3 clusters
  Score: Raw -733503.767642 + Penalty 2860.624294 = -730643.143348
  nChanged 190
		SP:Iteration 10Q (86547.240000 sec): 3 clusters
  Score: Raw -733571.926595 + Penalty 2860.624294 = -730711.302301
  nChanged 160
		SP:Iteration 11Q (86547.430000 sec): 3 clusters
  Score: Raw -733638.827505 + Penalty 2860.624294 = -730778.203211
  nChanged 165
		SP:Iteration 12Q (86547.580000 sec): 3 clusters
  Score: Raw -733705.370650 + Penalty 2860.624294 = -730844.746357
  nChanged 157
		SP:Iteration 13Q (86547.800000 sec): 3 clusters
  Score: Raw -733764.757187 + Penalty 2860.624294 = -730904.132893
  nChanged 155
		SP:Iteration 14Q (86547.970000 sec): 3 clusters
  Score: Raw -733834.015300 + Penalty 2860.624294 = -730973.391006
  nChanged 170
		SP:Iteration 15Q (86548.190000 sec): 3 clusters
  Score: Raw -733924.637685 + Penalty 2860.624294 = -731064.013391
  nChanged 169
		SP:Iteration 16Q (86548.340000 sec): 3 clusters
  Score: Raw -734017.198110 + Penalty 2860.624294 = -731156.573816
  nChanged 182
		SP:Iteration 17Q (86548.560000 sec): 3 clusters
  Score: Raw -734118.554343 + Penalty 2860.624294 = -731257.930050
  nChanged 175
		SP:Iteration 18Q (86548.740000 sec): 3 clusters
  Score: Raw -734227.893212 + Penalty 2860.624294 = -731367.268918
  nChanged 178
		SP:Iteration 19Q (86548.950000 sec): 3 clusters
  Score: Raw -734350.574429 + Penalty 2860.624294 = -731489.950136
  nChanged 174
		SP:Iteration 20F (86549.060000 sec): 3 clusters
  Score: Raw -734497.956655 + Penalty 2860.624294 = -731637.332361
  nChanged 191
		SP:Iteration 21Q (86549.220000 sec): 3 clusters
  Score: Raw -734662.758689 + Penalty 2860.624294 = -731802.134396
  nChanged 152
		SP:Iteration 22Q (86549.380000 sec): 3 clusters
  Score: Raw -734768.943374 + Penalty 2860.624294 = -731908.319080
  nChanged 131
		SP:Iteration 23Q (86549.600000 sec): 3 clusters
  Score: Raw -734844.668982 + Penalty 2860.624294 = -731984.044689
  nChanged 91
		SP:Iteration 24Q (86549.770000 sec): 3 clusters
  Score: Raw -734890.080176 + Penalty 2860.624294 = -732029.455882
  nChanged 78
		SP:Iteration 25Q (86549.990000 sec): 3 clusters
  Score: Raw -734927.353606 + Penalty 2860.624294 = -732066.729312
  nChanged 64
		SP:Iteration 26Q (86550.160000 sec): 3 clusters
  Score: Raw -734960.610827 + Penalty 2860.624294 = -732099.986533
  nChanged 50
		SP:Iteration 27Q (86550.350000 sec): 3 clusters
  Score: Raw -734983.062621 + Penalty 2860.624294 = -732122.438327
  nChanged 39
		SP:Iteration 28Q (86550.550000 sec): 3 clusters
  Score: Raw -734999.045461 + Penalty 2860.624294 = -732138.421167
  nChanged 32
		SP:Iteration 29Q (86550.730000 sec): 3 clusters
  Score: Raw -735010.986440 + Penalty 2860.624294 = -732150.362146
  nChanged 20
		SP:Iteration 30Q (86550.940000 sec): 3 clusters
  Score: Raw -735018.142999 + Penalty 2860.624294 = -732157.518705
  nChanged 18
		SP:Iteration 31Q (86551.130000 sec): 3 clusters
  Score: Raw -735024.657316 + Penalty 2860.624294 = -732164.033023
  nChanged 18
		SP:Iteration 32Q (86551.370000 sec): 3 clusters
  Score: Raw -735033.030415 + Penalty 2860.624294 = -732172.406122
  nChanged 18
		SP:Iteration 33Q (86551.580000 sec): 3 clusters
  Score: Raw -735042.230622 + Penalty 2860.624294 = -732181.606328
  nChanged 17
		SP:Iteration 34Q (86551.750000 sec): 3 clusters
  Score: Raw -735048.279325 + Penalty 2860.624294 = -732187.655031
  nChanged 12
		SP:Iteration 35Q (86551.920000 sec): 3 clusters
  Score: Raw -735053.456757 + Penalty 2860.624294 = -732192.832463
  nChanged 16
		SP:Iteration 36Q (86552.120000 sec): 3 clusters
  Score: Raw -735059.379848 + Penalty 2860.624294 = -732198.755554
  nChanged 13
		SP:Iteration 37Q (86552.350000 sec): 3 clusters
  Score: Raw -735063.967687 + Penalty 2860.624294 = -732203.343394
  nChanged 17
		SP:Iteration 38Q (86552.560000 sec): 3 clusters
  Score: Raw -735070.867021 + Penalty 2860.624294 = -732210.242727
  nChanged 18
		SP:Iteration 39Q (86552.780000 sec): 3 clusters
  Score: Raw -735078.019809 + Penalty 2860.624294 = -732217.395515
  nChanged 16
		SP:Iteration 40F (86553.010000 sec): 3 clusters
  Score: Raw -735084.521917 + Penalty 2860.624294 = -732223.897623
  nChanged 12
		SP:Iteration 41Q (86553.190000 sec): 3 clusters
  Score: Raw -735089.038248 + Penalty 2860.624294 = -732228.413954
  nChanged 9
		SP:Iteration 42Q (86553.370000 sec): 3 clusters
  Score: Raw -735093.238641 + Penalty 2860.624294 = -732232.614347
  nChanged 12
		SP:Iteration 43Q (86553.530000 sec): 3 clusters
  Score: Raw -735098.873293 + Penalty 2860.624294 = -732238.248999
  nChanged 13
		SP:Iteration 44Q (86553.740000 sec): 3 clusters
  Score: Raw -735106.740486 + Penalty 2860.624294 = -732246.116192
  nChanged 12
		SP:Iteration 45Q (86553.900000 sec): 3 clusters
  Score: Raw -735111.893821 + Penalty 2860.624294 = -732251.269527
  nChanged 11
		SP:Iteration 46Q (86554.080000 sec): 3 clusters
  Score: Raw -735116.348013 + Penalty 2860.624294 = -732255.723719
  nChanged 13
		SP:Iteration 47Q (86554.280000 sec): 3 clusters
  Score: Raw -735121.368556 + Penalty 2860.624294 = -732260.744262
  nChanged 11
		SP:Iteration 48Q (86554.450000 sec): 3 clusters
  Score: Raw -735126.279482 + Penalty 2860.624294 = -732265.655188
  nChanged 14
		SP:Iteration 49Q (86554.620000 sec): 3 clusters
  Score: Raw -735134.185059 + Penalty 2860.624294 = -732273.560765
  nChanged 13
		SP:Iteration 50Q (86554.860000 sec): 3 clusters
  Score: Raw -735139.545426 + Penalty 2860.624294 = -732278.921132
  nChanged 15
		SP:Iteration 51Q (86555.030000 sec): 3 clusters
  Score: Raw -735145.352413 + Penalty 2860.624294 = -732284.728119
  nChanged 12
		SP:Iteration 52Q (86555.260000 sec): 3 clusters
  Score: Raw -735149.977593 + Penalty 2860.624294 = -732289.353299
  nChanged 10
		SP:Iteration 53Q (86555.460000 sec): 3 clusters
  Score: Raw -735152.607042 + Penalty 2860.624294 = -732291.982749
  nChanged 11
		SP:Iteration 54Q (86555.670000 sec): 3 clusters
  Score: Raw -735158.231000 + Penalty 2860.624294 = -732297.606706
  nChanged 16
		SP:Iteration 55Q (86555.830000 sec): 3 clusters
  Score: Raw -735163.998221 + Penalty 2860.624294 = -732303.373927
  nChanged 6
		SP:Iteration 56Q (86556.070000 sec): 3 clusters
  Score: Raw -735166.401584 + Penalty 2860.624294 = -732305.777291
  nChanged 2
		SP:Iteration 57Q (86556.230000 sec): 3 clusters
  Score: Raw -735166.970711 + Penalty 2860.624294 = -732306.346417
  nChanged 2
		SP:Iteration 58Q (86556.470000 sec): 3 clusters
  Score: Raw -735167.465200 + Penalty 2860.624294 = -732306.840906
  nChanged 0
		SP:Iteration 59F (86556.640000 sec): 3 clusters
  Score: Raw -735167.465200 + Penalty 2860.624294 = -732306.840906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86556.750000 sec): 2 clusters
  Score: Raw -255769.891581 + Penalty 1281.304854 = -254488.586727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86556.950000 sec): 3 clusters
  Score: Raw -254589.868386 + Penalty 2562.609707 = -252027.258679
  nChanged 982
		SP:Iteration 1F (86557.110000 sec): 3 clusters
  Score: Raw -255284.243068 + Penalty 2562.609707 = -252721.633361
  nChanged 247
		SP:Iteration 2F (86557.290000 sec): 3 clusters
  Score: Raw -255535.847794 + Penalty 2562.609707 = -252973.238087
  nChanged 203
		SP:Iteration 3F (86557.460000 sec): 3 clusters
  Score: Raw -255718.025608 + Penalty 2562.609707 = -253155.415901
  nChanged 137
		SP:Iteration 4F (86557.640000 sec): 3 clusters
  Score: Raw -255875.877076 + Penalty 2562.609707 = -253313.267368
  nChanged 137
		SP:Iteration 5F (86557.820000 sec): 3 clusters
  Score: Raw -255988.772289 + Penalty 2562.609707 = -253426.162581
  nChanged 84
		SP:Iteration 6Q (86557.960000 sec): 3 clusters
  Score: Raw -256067.227037 + Penalty 2562.609707 = -253504.617330
  nChanged 70
		SP:Iteration 7Q (86558.140000 sec): 3 clusters
  Score: Raw -256120.165913 + Penalty 2562.609707 = -253557.556206
  nChanged 54
		SP:Iteration 8Q (86558.310000 sec): 3 clusters
  Score: Raw -256147.324721 + Penalty 2562.609707 = -253584.715014
  nChanged 42
		SP:Iteration 9Q (86558.500000 sec): 3 clusters
  Score: Raw -256185.698131 + Penalty 2562.609707 = -253623.088424
  nChanged 48
		SP:Iteration 10Q (86558.700000 sec): 3 clusters
  Score: Raw -256219.209040 + Penalty 2562.609707 = -253656.599332
  nChanged 38
		SP:Iteration 11Q (86558.880000 sec): 3 clusters
  Score: Raw -256239.488166 + Penalty 2562.609707 = -253676.878459
  nChanged 29
		SP:Iteration 12Q (86559.040000 sec): 3 clusters
  Score: Raw -256255.858351 + Penalty 2562.609707 = -253693.248644
  nChanged 18
		SP:Iteration 13Q (86559.180000 sec): 3 clusters
  Score: Raw -256267.627713 + Penalty 2562.609707 = -253705.018005
  nChanged 24
		SP:Iteration 14Q (86559.390000 sec): 3 clusters
  Score: Raw -256278.905853 + Penalty 2562.609707 = -253716.296146
  nChanged 22
		SP:Iteration 15Q (86559.540000 sec): 3 clusters
  Score: Raw -256291.380275 + Penalty 2562.609707 = -253728.770568
  nChanged 17
		SP:Iteration 16Q (86559.720000 sec): 3 clusters
  Score: Raw -256297.742930 + Penalty 2562.609707 = -253735.133222
  nChanged 12
		SP:Iteration 17Q (86559.920000 sec): 3 clusters
  Score: Raw -256303.235865 + Penalty 2562.609707 = -253740.626157
  nChanged 15
		SP:Iteration 18Q (86560.070000 sec): 3 clusters
  Score: Raw -256311.618670 + Penalty 2562.609707 = -253749.008963
  nChanged 19
		SP:Iteration 19Q (86560.260000 sec): 3 clusters
  Score: Raw -256321.769901 + Penalty 2562.609707 = -253759.160194
  nChanged 18
		SP:Iteration 20F (86560.410000 sec): 3 clusters
  Score: Raw -256329.514050 + Penalty 2562.609707 = -253766.904343
  nChanged 17
		SP:Iteration 21Q (86560.660000 sec): 3 clusters
  Score: Raw -256339.547269 + Penalty 2562.609707 = -253776.937562
  nChanged 22
		SP:Iteration 22Q (86560.820000 sec): 3 clusters
  Score: Raw -256350.184948 + Penalty 2562.609707 = -253787.575240
  nChanged 24
		SP:Iteration 23Q (86561.000000 sec): 3 clusters
  Score: Raw -256368.011450 + Penalty 2562.609707 = -253805.401743
  nChanged 24
		SP:Iteration 24Q (86561.170000 sec): 3 clusters
  Score: Raw -256380.824365 + Penalty 2562.609707 = -253818.214657
  nChanged 17
		SP:Iteration 25Q (86561.360000 sec): 3 clusters
  Score: Raw -256393.417386 + Penalty 2562.609707 = -253830.807678
  nChanged 25
		SP:Iteration 26Q (86561.530000 sec): 3 clusters
  Score: Raw -256414.637234 + Penalty 2562.609707 = -253852.027527
  nChanged 32
		SP:Iteration 27Q (86561.720000 sec): 3 clusters
  Score: Raw -256437.140776 + Penalty 2562.609707 = -253874.531069
  nChanged 26
		SP:Iteration 28Q (86561.870000 sec): 3 clusters
  Score: Raw -256462.586308 + Penalty 2562.609707 = -253899.976601
  nChanged 24
		SP:Iteration 29Q (86562.050000 sec): 3 clusters
  Score: Raw -256476.022499 + Penalty 2562.609707 = -253913.412792
  nChanged 17
		SP:Iteration 30Q (86562.240000 sec): 3 clusters
  Score: Raw -256482.491291 + Penalty 2562.609707 = -253919.881584
  nChanged 14
		SP:Iteration 31Q (86562.400000 sec): 3 clusters
  Score: Raw -256487.331772 + Penalty 2562.609707 = -253924.722064
  nChanged 17
		SP:Iteration 32Q (86562.580000 sec): 3 clusters
  Score: Raw -256496.039733 + Penalty 2562.609707 = -253933.430026
  nChanged 13
		SP:Iteration 33Q (86562.750000 sec): 3 clusters
  Score: Raw -256500.614195 + Penalty 2562.609707 = -253938.004488
  nChanged 8
		SP:Iteration 34Q (86562.920000 sec): 3 clusters
  Score: Raw -256502.710246 + Penalty 2562.609707 = -253940.100539
  nChanged 6
		SP:Iteration 35Q (86563.110000 sec): 3 clusters
  Score: Raw -256505.319253 + Penalty 2562.609707 = -253942.709545
  nChanged 3
		SP:Iteration 36Q (86563.260000 sec): 3 clusters
  Score: Raw -256506.113183 + Penalty 2562.609707 = -253943.503475
  nChanged 1
		SP:Iteration 37Q (86563.480000 sec): 3 clusters
  Score: Raw -256506.191793 + Penalty 2562.609707 = -253943.582086
  nChanged 1
		SP:Iteration 38Q (86563.620000 sec): 3 clusters
  Score: Raw -256506.261652 + Penalty 2562.609707 = -253943.651945
  nChanged 0
		SP:Iteration 39F (86563.760000 sec): 3 clusters
  Score: Raw -256506.261652 + Penalty 2562.609707 = -253943.651945
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86563.860000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86564.010000 sec): 3 clusters
  Score: Raw -24421.535080 + Penalty 1786.579673 = -22634.955407
  nChanged 42
		SP:Iteration 1F (86564.200000 sec): 3 clusters
  Score: Raw -24602.309668 + Penalty 1786.579673 = -22815.729995
  nChanged 10
		SP:Iteration 2Q (86564.350000 sec): 3 clusters
  Score: Raw -24625.814977 + Penalty 1786.579673 = -22839.235304
  nChanged 3
		SP:Iteration 3Q (86564.510000 sec): 3 clusters
  Score: Raw -24630.385593 + Penalty 1786.579673 = -22843.805919
  nChanged 3
		SP:Iteration 4Q (86564.700000 sec): 3 clusters
  Score: Raw -24642.394925 + Penalty 1786.579673 = -22855.815251
  nChanged 3
		SP:Iteration 5Q (86564.840000 sec): 3 clusters
  Score: Raw -24652.039057 + Penalty 1786.579673 = -22865.459383
  nChanged 2
		SP:Iteration 6Q (86564.990000 sec): 3 clusters
  Score: Raw -24658.607386 + Penalty 1786.579673 = -22872.027713
  nChanged 2
		SP:Iteration 7Q (86565.160000 sec): 3 clusters
  Score: Raw -24661.227172 + Penalty 1786.579673 = -22874.647499
  nChanged 1
		SP:Iteration 8Q (86565.350000 sec): 3 clusters
  Score: Raw -24662.788032 + Penalty 1786.579673 = -22876.208359
  nChanged 0
		SP:Iteration 9F (86565.460000 sec): 3 clusters
  Score: Raw -24662.788032 + Penalty 1786.579673 = -22876.208359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86565.580000 sec): 2 clusters
  Score: Raw -303421.009882 + Penalty 1288.131576 = -302132.878306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86565.720000 sec): 3 clusters
  Score: Raw -302129.248197 + Penalty 2576.263152 = -299552.985045
  nChanged 1013
		SP:Iteration 1F (86565.930000 sec): 3 clusters
  Score: Raw -302747.248515 + Penalty 2576.263152 = -300170.985363
  nChanged 193
		SP:Iteration 2F (86566.080000 sec): 3 clusters
  Score: Raw -302874.486363 + Penalty 2576.263152 = -300298.223211
  nChanged 114
		SP:Iteration 3Q (86566.250000 sec): 3 clusters
  Score: Raw -302943.754259 + Penalty 2576.263152 = -300367.491107
  nChanged 99
		SP:Iteration 4Q (86566.410000 sec): 3 clusters
  Score: Raw -302999.161480 + Penalty 2576.263152 = -300422.898328
  nChanged 80
		SP:Iteration 5Q (86566.590000 sec): 3 clusters
  Score: Raw -303046.152625 + Penalty 2576.263152 = -300469.889472
  nChanged 59
		SP:Iteration 6Q (86566.770000 sec): 3 clusters
  Score: Raw -303077.170044 + Penalty 2576.263152 = -300500.906892
  nChanged 68
		SP:Iteration 7Q (86566.910000 sec): 3 clusters
  Score: Raw -303112.002416 + Penalty 2576.263152 = -300535.739264
  nChanged 44
		SP:Iteration 8Q (86567.060000 sec): 3 clusters
  Score: Raw -303131.424344 + Penalty 2576.263152 = -300555.161192
  nChanged 43
		SP:Iteration 9Q (86567.220000 sec): 3 clusters
  Score: Raw -303155.958957 + Penalty 2576.263152 = -300579.695805
  nChanged 49
		SP:Iteration 10Q (86567.370000 sec): 3 clusters
  Score: Raw -303181.810581 + Penalty 2576.263152 = -300605.547429
  nChanged 45
		SP:Iteration 11Q (86567.490000 sec): 3 clusters
  Score: Raw -303208.327795 + Penalty 2576.263152 = -300632.064643
  nChanged 55
		SP:Iteration 12Q (86567.630000 sec): 3 clusters
  Score: Raw -303237.894540 + Penalty 2576.263152 = -300661.631388
  nChanged 62
		SP:Iteration 13Q (86567.820000 sec): 3 clusters
  Score: Raw -303267.479231 + Penalty 2576.263152 = -300691.216079
  nChanged 46
		SP:Iteration 14Q (86568.010000 sec): 3 clusters
  Score: Raw -303290.599985 + Penalty 2576.263152 = -300714.336833
  nChanged 48
		SP:Iteration 15Q (86568.190000 sec): 3 clusters
  Score: Raw -303316.107838 + Penalty 2576.263152 = -300739.844686
  nChanged 45
		SP:Iteration 16Q (86568.360000 sec): 3 clusters
  Score: Raw -303342.082574 + Penalty 2576.263152 = -300765.819422
  nChanged 42
		SP:Iteration 17Q (86568.480000 sec): 3 clusters
  Score: Raw -303364.146789 + Penalty 2576.263152 = -300787.883637
  nChanged 30
		SP:Iteration 18Q (86568.650000 sec): 3 clusters
  Score: Raw -303378.523861 + Penalty 2576.263152 = -300802.260709
  nChanged 36
		SP:Iteration 19Q (86568.810000 sec): 3 clusters
  Score: Raw -303396.801219 + Penalty 2576.263152 = -300820.538066
  nChanged 29
		SP:Iteration 20F (86568.940000 sec): 3 clusters
  Score: Raw -303410.359023 + Penalty 2576.263152 = -300834.095871
  nChanged 31
		SP:Iteration 21Q (86569.140000 sec): 3 clusters
  Score: Raw -303427.246789 + Penalty 2576.263152 = -300850.983637
  nChanged 37
		SP:Iteration 22Q (86569.330000 sec): 3 clusters
  Score: Raw -303446.379981 + Penalty 2576.263152 = -300870.116829
  nChanged 30
		SP:Iteration 23Q (86569.490000 sec): 3 clusters
  Score: Raw -303461.248002 + Penalty 2576.263152 = -300884.984850
  nChanged 29
		SP:Iteration 24Q (86569.670000 sec): 3 clusters
  Score: Raw -303474.878168 + Penalty 2576.263152 = -300898.615016
  nChanged 21
		SP:Iteration 25Q (86569.820000 sec): 3 clusters
  Score: Raw -303487.237655 + Penalty 2576.263152 = -300910.974503
  nChanged 20
		SP:Iteration 26Q (86569.970000 sec): 3 clusters
  Score: Raw -303498.315491 + Penalty 2576.263152 = -300922.052339
  nChanged 26
		SP:Iteration 27Q (86570.120000 sec): 3 clusters
  Score: Raw -303513.868311 + Penalty 2576.263152 = -300937.605159
  nChanged 32
		SP:Iteration 28Q (86570.290000 sec): 3 clusters
  Score: Raw -303537.608229 + Penalty 2576.263152 = -300961.345076
  nChanged 36
		SP:Iteration 29Q (86570.470000 sec): 3 clusters
  Score: Raw -303567.862073 + Penalty 2576.263152 = -300991.598921
  nChanged 37
		SP:Iteration 30Q (86570.650000 sec): 3 clusters
  Score: Raw -303592.036023 + Penalty 2576.263152 = -301015.772871
  nChanged 38
		SP:Iteration 31Q (86570.800000 sec): 3 clusters
  Score: Raw -303614.615388 + Penalty 2576.263152 = -301038.352236
  nChanged 27
		SP:Iteration 32Q (86570.930000 sec): 3 clusters
  Score: Raw -303627.691289 + Penalty 2576.263152 = -301051.428137
  nChanged 19
		SP:Iteration 33Q (86571.090000 sec): 3 clusters
  Score: Raw -303638.541889 + Penalty 2576.263152 = -301062.278737
  nChanged 21
		SP:Iteration 34Q (86571.270000 sec): 3 clusters
  Score: Raw -303652.235433 + Penalty 2576.263152 = -301075.972281
  nChanged 22
		SP:Iteration 35Q (86571.470000 sec): 3 clusters
  Score: Raw -303665.269370 + Penalty 2576.263152 = -301089.006218
  nChanged 20
		SP:Iteration 36Q (86571.650000 sec): 3 clusters
  Score: Raw -303680.451731 + Penalty 2576.263152 = -301104.188579
  nChanged 20
		SP:Iteration 37Q (86571.820000 sec): 3 clusters
  Score: Raw -303693.158219 + Penalty 2576.263152 = -301116.895067
  nChanged 18
		SP:Iteration 38Q (86571.950000 sec): 3 clusters
  Score: Raw -303701.784264 + Penalty 2576.263152 = -301125.521112
  nChanged 12
		SP:Iteration 39Q (86572.140000 sec): 3 clusters
  Score: Raw -303707.283843 + Penalty 2576.263152 = -301131.020691
  nChanged 7
		SP:Iteration 40F (86572.310000 sec): 3 clusters
  Score: Raw -303709.666667 + Penalty 2576.263152 = -301133.403515
  nChanged 2
		SP:Iteration 41Q (86572.500000 sec): 3 clusters
  Score: Raw -303710.401400 + Penalty 2576.263152 = -301134.138248
  nChanged 3
		SP:Iteration 42Q (86572.690000 sec): 3 clusters
  Score: Raw -303711.376872 + Penalty 2576.263152 = -301135.113720
  nChanged 5
		SP:Iteration 43Q (86572.880000 sec): 3 clusters
  Score: Raw -303713.616396 + Penalty 2576.263152 = -301137.353244
  nChanged 5
		SP:Iteration 44Q (86573.060000 sec): 3 clusters
  Score: Raw -303716.460588 + Penalty 2576.263152 = -301140.197435
  nChanged 6
		SP:Iteration 45Q (86573.240000 sec): 3 clusters
  Score: Raw -303718.874097 + Penalty 2576.263152 = -301142.610945
  nChanged 2
		SP:Iteration 46Q (86573.390000 sec): 3 clusters
  Score: Raw -303719.816817 + Penalty 2576.263152 = -301143.553665
  nChanged 1
		SP:Iteration 47Q (86573.570000 sec): 3 clusters
  Score: Raw -303719.925699 + Penalty 2576.263152 = -301143.662547
  nChanged 0
		SP:Iteration 48F (86573.730000 sec): 3 clusters
  Score: Raw -303719.925699 + Penalty 2576.263152 = -301143.662547
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86573.900000 sec): 2 clusters
  Score: Raw -838845.067150 + Penalty 1459.645769 = -837385.421381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86574.080000 sec): 3 clusters
  Score: Raw -834434.745929 + Penalty 2919.291539 = -831515.454390
  nChanged 3310
		SP:Iteration 1F (86574.260000 sec): 3 clusters
  Score: Raw -836345.113631 + Penalty 2919.291539 = -833425.822092
  nChanged 554
		SP:Iteration 2F (86574.460000 sec): 3 clusters
  Score: Raw -836625.581304 + Penalty 2919.291539 = -833706.289766
  nChanged 461
		SP:Iteration 3F (86574.600000 sec): 3 clusters
  Score: Raw -836866.518475 + Penalty 2919.291539 = -833947.226936
  nChanged 421
		SP:Iteration 4F (86574.740000 sec): 3 clusters
  Score: Raw -837097.380090 + Penalty 2919.291539 = -834178.088552
  nChanged 395
		SP:Iteration 5Q (86574.940000 sec): 3 clusters
  Score: Raw -837349.732895 + Penalty 2919.291539 = -834430.441356
  nChanged 420
		SP:Iteration 6F (86575.130000 sec): 3 clusters
  Score: Raw -837633.113281 + Penalty 2919.291539 = -834713.821743
  nChanged 367
		SP:Iteration 7Q (86575.330000 sec): 3 clusters
  Score: Raw -837902.903613 + Penalty 2919.291539 = -834983.612075
  nChanged 354
		SP:Iteration 8Q (86575.560000 sec): 3 clusters
  Score: Raw -838181.819018 + Penalty 2919.291539 = -835262.527480
  nChanged 291
		SP:Iteration 9Q (86575.740000 sec): 3 clusters
  Score: Raw -838412.177811 + Penalty 2919.291539 = -835492.886272
  nChanged 240
		SP:Iteration 10Q (86575.930000 sec): 3 clusters
  Score: Raw -838618.421931 + Penalty 2919.291539 = -835699.130392
  nChanged 166
		SP:Iteration 11Q (86576.130000 sec): 3 clusters
  Score: Raw -838769.669189 + Penalty 2919.291539 = -835850.377650
  nChanged 109
		SP:Iteration 12Q (86576.360000 sec): 3 clusters
  Score: Raw -838861.514351 + Penalty 2919.291539 = -835942.222812
  nChanged 62
		SP:Iteration 13Q (86576.550000 sec): 3 clusters
  Score: Raw -838919.148433 + Penalty 2919.291539 = -835999.856895
  nChanged 47
		SP:Iteration 14Q (86576.760000 sec): 3 clusters
  Score: Raw -838962.673101 + Penalty 2919.291539 = -836043.381562
  nChanged 25
		SP:Iteration 15Q (86576.980000 sec): 3 clusters
  Score: Raw -838991.374799 + Penalty 2919.291539 = -836072.083260
  nChanged 20
		SP:Iteration 16Q (86577.160000 sec): 3 clusters
  Score: Raw -839010.875974 + Penalty 2919.291539 = -836091.584436
  nChanged 14
		SP:Iteration 17Q (86577.360000 sec): 3 clusters
  Score: Raw -839021.416753 + Penalty 2919.291539 = -836102.125214
  nChanged 7
		SP:Iteration 18Q (86577.570000 sec): 3 clusters
  Score: Raw -839028.371147 + Penalty 2919.291539 = -836109.079609
  nChanged 8
		SP:Iteration 19Q (86577.760000 sec): 3 clusters
  Score: Raw -839035.129982 + Penalty 2919.291539 = -836115.838443
  nChanged 8
		SP:Iteration 20F (86577.950000 sec): 3 clusters
  Score: Raw -839042.991439 + Penalty 2919.291539 = -836123.699900
  nChanged 8
		SP:Iteration 21Q (86578.120000 sec): 3 clusters
  Score: Raw -839050.636280 + Penalty 2919.291539 = -836131.344742
  nChanged 4
		SP:Iteration 22Q (86578.300000 sec): 3 clusters
  Score: Raw -839055.226659 + Penalty 2919.291539 = -836135.935120
  nChanged 2
		SP:Iteration 23Q (86578.460000 sec): 3 clusters
  Score: Raw -839056.420080 + Penalty 2919.291539 = -836137.128542
  nChanged 0
		SP:Iteration 24F (86578.660000 sec): 3 clusters
  Score: Raw -839056.420080 + Penalty 2919.291539 = -836137.128542
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86578.820000 sec): 2 clusters
  Score: Raw -1585493.366876 + Penalty 1566.390585 = -1583926.976292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86579.100000 sec): 3 clusters
  Score: Raw -1576433.352987 + Penalty 3132.781169 = -1573300.571817
  nChanged 6948
		SP:Iteration 1F (86579.330000 sec): 3 clusters
  Score: Raw -1580250.767744 + Penalty 3132.781169 = -1577117.986574
  nChanged 921
		SP:Iteration 2F (86579.580000 sec): 3 clusters
  Score: Raw -1580673.081062 + Penalty 3132.781169 = -1577540.299893
  nChanged 819
		SP:Iteration 3F (86579.800000 sec): 3 clusters
  Score: Raw -1581054.815254 + Penalty 3132.781169 = -1577922.034084
  nChanged 816
		SP:Iteration 4F (86580.070000 sec): 3 clusters
  Score: Raw -1581502.972309 + Penalty 3132.781169 = -1578370.191139
  nChanged 853
		SP:Iteration 5F (86580.350000 sec): 3 clusters
  Score: Raw -1582051.659555 + Penalty 3132.781169 = -1578918.878386
  nChanged 847
		SP:Iteration 6F (86580.620000 sec): 3 clusters
  Score: Raw -1582656.663037 + Penalty 3132.781169 = -1579523.881868
  nChanged 884
		SP:Iteration 7F (86580.870000 sec): 3 clusters
  Score: Raw -1583324.593166 + Penalty 3132.781169 = -1580191.811997
  nChanged 787
		SP:Iteration 8F (86581.100000 sec): 3 clusters
  Score: Raw -1583938.617880 + Penalty 3132.781169 = -1580805.836711
  nChanged 658
		SP:Iteration 9Q (86581.370000 sec): 3 clusters
  Score: Raw -1584465.500192 + Penalty 3132.781169 = -1581332.719022
  nChanged 512
		SP:Iteration 10Q (86581.620000 sec): 3 clusters
  Score: Raw -1584892.346715 + Penalty 3132.781169 = -1581759.565546
  nChanged 349
		SP:Iteration 11Q (86581.850000 sec): 3 clusters
  Score: Raw -1585173.619673 + Penalty 3132.781169 = -1582040.838504
  nChanged 272
		SP:Iteration 12Q (86582.120000 sec): 3 clusters
  Score: Raw -1585375.261847 + Penalty 3132.781169 = -1582242.480677
  nChanged 174
		SP:Iteration 13Q (86582.350000 sec): 3 clusters
  Score: Raw -1585490.181704 + Penalty 3132.781169 = -1582357.400535
  nChanged 106
		SP:Iteration 14Q (86582.570000 sec): 3 clusters
  Score: Raw -1585558.219007 + Penalty 3132.781169 = -1582425.437838
  nChanged 67
		SP:Iteration 15Q (86582.830000 sec): 3 clusters
  Score: Raw -1585597.389242 + Penalty 3132.781169 = -1582464.608072
  nChanged 48
		SP:Iteration 16Q (86583.000000 sec): 3 clusters
  Score: Raw -1585628.763503 + Penalty 3132.781169 = -1582495.982334
  nChanged 36
		SP:Iteration 17Q (86583.240000 sec): 3 clusters
  Score: Raw -1585651.196756 + Penalty 3132.781169 = -1582518.415586
  nChanged 26
		SP:Iteration 18Q (86583.490000 sec): 3 clusters
  Score: Raw -1585666.090428 + Penalty 3132.781169 = -1582533.309258
  nChanged 19
		SP:Iteration 19Q (86583.730000 sec): 3 clusters
  Score: Raw -1585677.356607 + Penalty 3132.781169 = -1582544.575437
  nChanged 18
		SP:Iteration 20F (86584.020000 sec): 3 clusters
  Score: Raw -1585689.654248 + Penalty 3132.781169 = -1582556.873078
  nChanged 13
		SP:Iteration 21Q (86584.220000 sec): 3 clusters
  Score: Raw -1585698.291741 + Penalty 3132.781169 = -1582565.510572
  nChanged 14
		SP:Iteration 22Q (86584.410000 sec): 3 clusters
  Score: Raw -1585705.281141 + Penalty 3132.781169 = -1582572.499972
  nChanged 8
		SP:Iteration 23Q (86584.610000 sec): 3 clusters
  Score: Raw -1585709.092681 + Penalty 3132.781169 = -1582576.311511
  nChanged 8
		SP:Iteration 24Q (86584.900000 sec): 3 clusters
  Score: Raw -1585714.513124 + Penalty 3132.781169 = -1582581.731955
  nChanged 7
		SP:Iteration 25Q (86585.130000 sec): 3 clusters
  Score: Raw -1585717.250446 + Penalty 3132.781169 = -1582584.469276
  nChanged 4
		SP:Iteration 26Q (86585.350000 sec): 3 clusters
  Score: Raw -1585718.938951 + Penalty 3132.781169 = -1582586.157782
  nChanged 1
		SP:Iteration 27Q (86585.580000 sec): 3 clusters
  Score: Raw -1585720.379206 + Penalty 3132.781169 = -1582587.598037
  nChanged 2
		SP:Iteration 28Q (86585.800000 sec): 3 clusters
  Score: Raw -1585721.480298 + Penalty 3132.781169 = -1582588.699129
  nChanged 1
		SP:Iteration 29Q (86586.060000 sec): 3 clusters
  Score: Raw -1585721.947587 + Penalty 3132.781169 = -1582589.166417
  nChanged 1
		SP:Iteration 30Q (86586.320000 sec): 3 clusters
  Score: Raw -1585722.487662 + Penalty 3132.781169 = -1582589.706493
  nChanged 0
		SP:Iteration 31F (86586.600000 sec): 3 clusters
  Score: Raw -1585722.487662 + Penalty 3132.781169 = -1582589.706493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86586.730000 sec): 2 clusters
  Score: Raw -177886.020289 + Penalty 1226.811489 = -176659.208800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86586.890000 sec): 3 clusters
  Score: Raw -177118.671939 + Penalty 2453.622979 = -174665.048960
  nChanged 662
		SP:Iteration 1F (86587.040000 sec): 3 clusters
  Score: Raw -177669.737794 + Penalty 2453.622979 = -175216.114816
  nChanged 192
		SP:Iteration 2F (86587.240000 sec): 3 clusters
  Score: Raw -177900.009783 + Penalty 2453.622979 = -175446.386805
  nChanged 128
		SP:Iteration 3F (86587.410000 sec): 3 clusters
  Score: Raw -178039.334981 + Penalty 2453.622979 = -175585.712002
  nChanged 85
		SP:Iteration 4Q (86587.570000 sec): 3 clusters
  Score: Raw -178128.796029 + Penalty 2453.622979 = -175675.173051
  nChanged 71
		SP:Iteration 5Q (86587.800000 sec): 3 clusters
  Score: Raw -178189.433055 + Penalty 2453.622979 = -175735.810076
  nChanged 47
		SP:Iteration 6Q (86587.960000 sec): 3 clusters
  Score: Raw -178243.960693 + Penalty 2453.622979 = -175790.337715
  nChanged 56
		SP:Iteration 7Q (86588.120000 sec): 3 clusters
  Score: Raw -178302.065281 + Penalty 2453.622979 = -175848.442303
  nChanged 48
		SP:Iteration 8Q (86588.300000 sec): 3 clusters
  Score: Raw -178367.508084 + Penalty 2453.622979 = -175913.885106
  nChanged 53
		SP:Iteration 9Q (86588.490000 sec): 3 clusters
  Score: Raw -178435.352167 + Penalty 2453.622979 = -175981.729188
  nChanged 56
		SP:Iteration 10Q (86588.670000 sec): 3 clusters
  Score: Raw -178517.875911 + Penalty 2453.622979 = -176064.252932
  nChanged 41
		SP:Iteration 11Q (86588.850000 sec): 3 clusters
  Score: Raw -178562.764916 + Penalty 2453.622979 = -176109.141937
  nChanged 33
		SP:Iteration 12Q (86589.020000 sec): 3 clusters
  Score: Raw -178590.595311 + Penalty 2453.622979 = -176136.972332
  nChanged 25
		SP:Iteration 13Q (86589.180000 sec): 3 clusters
  Score: Raw -178612.273110 + Penalty 2453.622979 = -176158.650132
  nChanged 18
		SP:Iteration 14Q (86589.370000 sec): 3 clusters
  Score: Raw -178621.300269 + Penalty 2453.622979 = -176167.677290
  nChanged 16
		SP:Iteration 15Q (86589.540000 sec): 3 clusters
  Score: Raw -178630.825346 + Penalty 2453.622979 = -176177.202367
  nChanged 12
		SP:Iteration 16Q (86589.680000 sec): 3 clusters
  Score: Raw -178637.142529 + Penalty 2453.622979 = -176183.519551
  nChanged 8
		SP:Iteration 17Q (86589.860000 sec): 3 clusters
  Score: Raw -178642.424559 + Penalty 2453.622979 = -176188.801580
  nChanged 9
		SP:Iteration 18Q (86590.010000 sec): 3 clusters
  Score: Raw -178647.810737 + Penalty 2453.622979 = -176194.187759
  nChanged 6
		SP:Iteration 19Q (86590.210000 sec): 3 clusters
  Score: Raw -178651.248456 + Penalty 2453.622979 = -176197.625477
  nChanged 5
		SP:Iteration 20F (86590.360000 sec): 3 clusters
  Score: Raw -178657.647298 + Penalty 2453.622979 = -176204.024319
  nChanged 4
		SP:Iteration 21Q (86590.550000 sec): 3 clusters
  Score: Raw -178666.192524 + Penalty 2453.622979 = -176212.569546
  nChanged 2
		SP:Iteration 22Q (86590.730000 sec): 3 clusters
  Score: Raw -178667.820119 + Penalty 2453.622979 = -176214.197141
  nChanged 2
		SP:Iteration 23Q (86590.940000 sec): 3 clusters
  Score: Raw -178669.018581 + Penalty 2453.622979 = -176215.395603
  nChanged 2
		SP:Iteration 24Q (86591.150000 sec): 3 clusters
  Score: Raw -178669.801128 + Penalty 2453.622979 = -176216.178149
  nChanged 1
		SP:Iteration 25Q (86591.290000 sec): 3 clusters
  Score: Raw -178670.213016 + Penalty 2453.622979 = -176216.590037
  nChanged 0
		SP:Iteration 26F (86591.500000 sec): 3 clusters
  Score: Raw -178670.213016 + Penalty 2453.622979 = -176216.590037
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86591.590000 sec): 2 clusters
  Score: Raw -122476.322351 + Penalty 1147.048200 = -121329.274151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86591.750000 sec): 3 clusters
  Score: Raw -122103.324025 + Penalty 2294.096400 = -119809.227626
  nChanged 352
		SP:Iteration 1F (86591.960000 sec): 3 clusters
  Score: Raw -122415.667180 + Penalty 2294.096400 = -120121.570780
  nChanged 97
		SP:Iteration 2F (86592.110000 sec): 3 clusters
  Score: Raw -122539.338924 + Penalty 2294.096400 = -120245.242524
  nChanged 59
		SP:Iteration 3F (86592.280000 sec): 3 clusters
  Score: Raw -122613.234779 + Penalty 2294.096400 = -120319.138380
  nChanged 53
		SP:Iteration 4Q (86592.470000 sec): 3 clusters
  Score: Raw -122675.248639 + Penalty 2294.096400 = -120381.152240
  nChanged 44
		SP:Iteration 5Q (86592.660000 sec): 3 clusters
  Score: Raw -122720.102755 + Penalty 2294.096400 = -120426.006356
  nChanged 33
		SP:Iteration 6Q (86592.840000 sec): 3 clusters
  Score: Raw -122761.057855 + Penalty 2294.096400 = -120466.961455
  nChanged 34
		SP:Iteration 7Q (86592.980000 sec): 3 clusters
  Score: Raw -122793.768274 + Penalty 2294.096400 = -120499.671875
  nChanged 31
		SP:Iteration 8Q (86593.130000 sec): 3 clusters
  Score: Raw -122830.510972 + Penalty 2294.096400 = -120536.414572
  nChanged 24
		SP:Iteration 9Q (86593.340000 sec): 3 clusters
  Score: Raw -122853.578653 + Penalty 2294.096400 = -120559.482253
  nChanged 20
		SP:Iteration 10Q (86593.490000 sec): 3 clusters
  Score: Raw -122877.961250 + Penalty 2294.096400 = -120583.864850
  nChanged 14
		SP:Iteration 11Q (86593.650000 sec): 3 clusters
  Score: Raw -122894.220083 + Penalty 2294.096400 = -120600.123684
  nChanged 11
		SP:Iteration 12Q (86593.840000 sec): 3 clusters
  Score: Raw -122905.466552 + Penalty 2294.096400 = -120611.370152
  nChanged 9
		SP:Iteration 13Q (86594.000000 sec): 3 clusters
  Score: Raw -122917.835883 + Penalty 2294.096400 = -120623.739484
  nChanged 10
		SP:Iteration 14Q (86594.170000 sec): 3 clusters
  Score: Raw -122928.002765 + Penalty 2294.096400 = -120633.906365
  nChanged 10
		SP:Iteration 15Q (86594.350000 sec): 3 clusters
  Score: Raw -122955.595313 + Penalty 2294.096400 = -120661.498914
  nChanged 8
		SP:Iteration 16Q (86594.550000 sec): 3 clusters
  Score: Raw -122963.896846 + Penalty 2294.096400 = -120669.800447
  nChanged 7
		SP:Iteration 17Q (86594.720000 sec): 3 clusters
  Score: Raw -122970.225079 + Penalty 2294.096400 = -120676.128679
  nChanged 4
		SP:Iteration 18Q (86594.870000 sec): 3 clusters
  Score: Raw -122975.444926 + Penalty 2294.096400 = -120681.348526
  nChanged 1
		SP:Iteration 19Q (86594.990000 sec): 3 clusters
  Score: Raw -122976.274325 + Penalty 2294.096400 = -120682.177926
  nChanged 2
		SP:Iteration 20F (86595.190000 sec): 3 clusters
  Score: Raw -122979.334413 + Penalty 2294.096400 = -120685.238013
  nChanged 5
		SP:Iteration 21Q (86595.370000 sec): 3 clusters
  Score: Raw -122998.003057 + Penalty 2294.096400 = -120703.906658
  nChanged 9
		SP:Iteration 22Q (86595.510000 sec): 3 clusters
  Score: Raw -123015.334794 + Penalty 2294.096400 = -120721.238395
  nChanged 6
		SP:Iteration 23Q (86595.720000 sec): 3 clusters
  Score: Raw -123023.946215 + Penalty 2294.096400 = -120729.849816
  nChanged 7
		SP:Iteration 24Q (86595.870000 sec): 3 clusters
  Score: Raw -123033.633203 + Penalty 2294.096400 = -120739.536804
  nChanged 6
		SP:Iteration 25Q (86596.040000 sec): 3 clusters
  Score: Raw -123043.904568 + Penalty 2294.096400 = -120749.808168
  nChanged 5
		SP:Iteration 26Q (86596.190000 sec): 3 clusters
  Score: Raw -123055.466472 + Penalty 2294.096400 = -120761.370073
  nChanged 7
		SP:Iteration 27Q (86596.370000 sec): 3 clusters
  Score: Raw -123069.336996 + Penalty 2294.096400 = -120775.240596
  nChanged 9
		SP:Iteration 28Q (86596.540000 sec): 3 clusters
  Score: Raw -123079.335709 + Penalty 2294.096400 = -120785.239309
  nChanged 5
		SP:Iteration 29Q (86596.740000 sec): 3 clusters
  Score: Raw -123084.192953 + Penalty 2294.096400 = -120790.096553
  nChanged 5
		SP:Iteration 30Q (86596.950000 sec): 3 clusters
  Score: Raw -123088.110693 + Penalty 2294.096400 = -120794.014293
  nChanged 2
		SP:Iteration 31Q (86597.080000 sec): 3 clusters
  Score: Raw -123089.430459 + Penalty 2294.096400 = -120795.334060
  nChanged 3
		SP:Iteration 32Q (86597.270000 sec): 3 clusters
  Score: Raw -123092.793748 + Penalty 2294.096400 = -120798.697348
  nChanged 2
		SP:Iteration 33Q (86597.430000 sec): 3 clusters
  Score: Raw -123095.679557 + Penalty 2294.096400 = -120801.583157
  nChanged 2
		SP:Iteration 34Q (86597.630000 sec): 3 clusters
  Score: Raw -123097.756085 + Penalty 2294.096400 = -120803.659685
  nChanged 2
		SP:Iteration 35Q (86597.820000 sec): 3 clusters
  Score: Raw -123099.599626 + Penalty 2294.096400 = -120805.503226
  nChanged 1
		SP:Iteration 36Q (86598.030000 sec): 3 clusters
  Score: Raw -123100.383907 + Penalty 2294.096400 = -120806.287508
  nChanged 0
		SP:Iteration 37F (86598.170000 sec): 3 clusters
  Score: Raw -123100.383907 + Penalty 2294.096400 = -120806.287508
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86598.300000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86598.430000 sec): 3 clusters
  Score: Raw -120804.311140 + Penalty 2288.743006 = -118515.568134
  nChanged 356
		SP:Iteration 1F (86598.590000 sec): 3 clusters
  Score: Raw -121179.475753 + Penalty 2288.743006 = -118890.732747
  nChanged 93
		SP:Iteration 2F (86598.760000 sec): 3 clusters
  Score: Raw -121312.309639 + Penalty 2288.743006 = -119023.566633
  nChanged 75
		SP:Iteration 3F (86598.950000 sec): 3 clusters
  Score: Raw -121418.043253 + Penalty 2288.743006 = -119129.300247
  nChanged 41
		SP:Iteration 4Q (86599.140000 sec): 3 clusters
  Score: Raw -121472.042980 + Penalty 2288.743006 = -119183.299974
  nChanged 36
		SP:Iteration 5Q (86599.320000 sec): 3 clusters
  Score: Raw -121510.411074 + Penalty 2288.743006 = -119221.668068
  nChanged 28
		SP:Iteration 6Q (86599.440000 sec): 3 clusters
  Score: Raw -121540.475717 + Penalty 2288.743006 = -119251.732711
  nChanged 26
		SP:Iteration 7Q (86599.630000 sec): 3 clusters
  Score: Raw -121571.954713 + Penalty 2288.743006 = -119283.211707
  nChanged 29
		SP:Iteration 8Q (86599.810000 sec): 3 clusters
  Score: Raw -121607.085403 + Penalty 2288.743006 = -119318.342397
  nChanged 31
		SP:Iteration 9Q (86599.960000 sec): 3 clusters
  Score: Raw -121646.732461 + Penalty 2288.743006 = -119357.989455
  nChanged 24
		SP:Iteration 10Q (86600.150000 sec): 3 clusters
  Score: Raw -121675.243178 + Penalty 2288.743006 = -119386.500172
  nChanged 16
		SP:Iteration 11Q (86600.280000 sec): 3 clusters
  Score: Raw -121691.057323 + Penalty 2288.743006 = -119402.314318
  nChanged 15
		SP:Iteration 12Q (86600.430000 sec): 3 clusters
  Score: Raw -121708.059035 + Penalty 2288.743006 = -119419.316029
  nChanged 12
		SP:Iteration 13Q (86600.620000 sec): 3 clusters
  Score: Raw -121718.259769 + Penalty 2288.743006 = -119429.516763
  nChanged 11
		SP:Iteration 14Q (86600.750000 sec): 3 clusters
  Score: Raw -121732.568114 + Penalty 2288.743006 = -119443.825108
  nChanged 14
		SP:Iteration 15Q (86600.930000 sec): 3 clusters
  Score: Raw -121751.648815 + Penalty 2288.743006 = -119462.905809
  nChanged 11
		SP:Iteration 16Q (86601.130000 sec): 3 clusters
  Score: Raw -121764.612896 + Penalty 2288.743006 = -119475.869890
  nChanged 7
		SP:Iteration 17Q (86601.300000 sec): 3 clusters
  Score: Raw -121771.085782 + Penalty 2288.743006 = -119482.342776
  nChanged 5
		SP:Iteration 18Q (86601.430000 sec): 3 clusters
  Score: Raw -121774.776816 + Penalty 2288.743006 = -119486.033810
  nChanged 5
		SP:Iteration 19Q (86601.590000 sec): 3 clusters
  Score: Raw -121778.780356 + Penalty 2288.743006 = -119490.037351
  nChanged 2
		SP:Iteration 20F (86601.780000 sec): 3 clusters
  Score: Raw -121780.236779 + Penalty 2288.743006 = -119491.493773
  nChanged 1
		SP:Iteration 21Q (86601.920000 sec): 3 clusters
  Score: Raw -121780.707062 + Penalty 2288.743006 = -119491.964057
  nChanged 0
		SP:Iteration 22F (86602.120000 sec): 3 clusters
  Score: Raw -121780.707062 + Penalty 2288.743006 = -119491.964057
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86602.180000 sec): 2 clusters
  Score: Raw -24882.112828 + Penalty 889.925327 = -23992.187501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86602.360000 sec): 3 clusters
  Score: Raw -24976.084099 + Penalty 1779.850654 = -23196.233445
  nChanged 25
		SP:Iteration 1F (86602.520000 sec): 3 clusters
  Score: Raw -25060.249162 + Penalty 1779.850654 = -23280.398508
  nChanged 8
		SP:Iteration 2Q (86602.680000 sec): 3 clusters
  Score: Raw -25087.997027 + Penalty 1779.850654 = -23308.146372
  nChanged 2
		SP:Iteration 3Q (86602.870000 sec): 3 clusters
  Score: Raw -25098.116763 + Penalty 1779.850654 = -23318.266108
  nChanged 3
		SP:Iteration 4Q (86603.000000 sec): 3 clusters
  Score: Raw -25106.690824 + Penalty 1779.850654 = -23326.840169
  nChanged 3
		SP:Iteration 5Q (86603.160000 sec): 3 clusters
  Score: Raw -25114.921036 + Penalty 1779.850654 = -23335.070382
  nChanged 3
		SP:Iteration 6Q (86603.330000 sec): 3 clusters
  Score: Raw -25127.608223 + Penalty 1779.850654 = -23347.757569
  nChanged 4
		SP:Iteration 7Q (86603.510000 sec): 3 clusters
  Score: Raw -25139.564568 + Penalty 1779.850654 = -23359.713913
  nChanged 3
		SP:Iteration 8Q (86603.630000 sec): 3 clusters
  Score: Raw -25152.779804 + Penalty 1779.850654 = -23372.929149
  nChanged 2
		SP:Iteration 9Q (86603.790000 sec): 3 clusters
  Score: Raw -25160.114780 + Penalty 1779.850654 = -23380.264126
  nChanged 1
		SP:Iteration 10Q (86603.980000 sec): 3 clusters
  Score: Raw -25162.648175 + Penalty 1779.850654 = -23382.797520
  nChanged 0
		SP:Iteration 11F (86604.130000 sec): 3 clusters
  Score: Raw -25162.648175 + Penalty 1779.850654 = -23382.797520
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (358893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86606.220000 sec): 2 clusters
  Score: Raw -38827221.956012 + Penalty 2078.501681 = -38825143.454331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86608.400000 sec): 3 clusters
  Score: Raw -38586366.572283 + Penalty 4157.003361 = -38582209.568922
  nChanged 175284
		SP:Iteration 1F (86610.510000 sec): 3 clusters
  Score: Raw -38694851.829531 + Penalty 4157.003361 = -38690694.826170
  nChanged 12688
		SP:Iteration 2Q (86612.590000 sec): 3 clusters
  Score: Raw -38698719.751777 + Penalty 4157.003361 = -38694562.748415
  nChanged 15020
		SP:Iteration 3Q (86614.610000 sec): 3 clusters
  Score: Raw -38704490.243341 + Penalty 4157.003361 = -38700333.239980
  nChanged 18115
		SP:Iteration 4F (86616.650000 sec): 3 clusters
  Score: Raw -38713324.541248 + Penalty 4157.003361 = -38709167.537887
  nChanged 21629
		SP:Iteration 5F (86618.850000 sec): 3 clusters
  Score: Raw -38726275.103173 + Penalty 4157.003361 = -38722118.099812
  nChanged 24257
		SP:Iteration 6F (86621.010000 sec): 3 clusters
  Score: Raw -38743081.682376 + Penalty 4157.003361 = -38738924.679015
  nChanged 24733
		SP:Iteration 7F (86623.410000 sec): 3 clusters
  Score: Raw -38761790.776207 + Penalty 4157.003361 = -38757633.772846
  nChanged 22989
		SP:Iteration 8F (86626.040000 sec): 3 clusters
  Score: Raw -38780022.440492 + Penalty 4157.003361 = -38775865.437131
  nChanged 19676
		SP:Iteration 9F (86628.600000 sec): 3 clusters
  Score: Raw -38796286.668445 + Penalty 4157.003361 = -38792129.665084
  nChanged 15303
		SP:Iteration 10Q (86631.150000 sec): 3 clusters
  Score: Raw -38809178.364348 + Penalty 4157.003361 = -38805021.360987
  nChanged 10338
		SP:Iteration 11Q (86633.610000 sec): 3 clusters
  Score: Raw -38817702.387392 + Penalty 4157.003361 = -38813545.384031
  nChanged 6253
		SP:Iteration 12Q (86635.670000 sec): 3 clusters
  Score: Raw -38822638.753619 + Penalty 4157.003361 = -38818481.750258
  nChanged 3310
		SP:Iteration 13Q (86637.560000 sec): 3 clusters
  Score: Raw -38825088.775559 + Penalty 4157.003361 = -38820931.772198
  nChanged 1713
		SP:Iteration 14Q (86639.720000 sec): 3 clusters
  Score: Raw -38826254.124400 + Penalty 4157.003361 = -38822097.121039
  nChanged 908
		SP:Iteration 15Q (86641.790000 sec): 3 clusters
  Score: Raw -38826809.482149 + Penalty 4157.003361 = -38822652.478788
  nChanged 513
		SP:Iteration 16Q (86643.760000 sec): 3 clusters
  Score: Raw -38827101.087984 + Penalty 4157.003361 = -38822944.084622
  nChanged 320
		SP:Iteration 17Q (86645.720000 sec): 3 clusters
  Score: Raw -38827253.909985 + Penalty 4157.003361 = -38823096.906624
  nChanged 202
		SP:Iteration 18Q (86647.780000 sec): 3 clusters
  Score: Raw -38827348.046888 + Penalty 4157.003361 = -38823191.043527
  nChanged 157
		SP:Iteration 19Q (86649.840000 sec): 3 clusters
  Score: Raw -38827427.518588 + Penalty 4157.003361 = -38823270.515227
  nChanged 120
		SP:Iteration 20F (86652.210000 sec): 3 clusters
  Score: Raw -38827491.050559 + Penalty 4157.003361 = -38823334.047198
  nChanged 104
		SP:Iteration 21Q (86654.390000 sec): 3 clusters
  Score: Raw -38827538.355501 + Penalty 4157.003361 = -38823381.352140
  nChanged 70
		SP:Iteration 22Q (86656.380000 sec): 3 clusters
  Score: Raw -38827572.259874 + Penalty 4157.003361 = -38823415.256513
  nChanged 59
		SP:Iteration 23Q (86658.550000 sec): 3 clusters
  Score: Raw -38827600.048485 + Penalty 4157.003361 = -38823443.045124
  nChanged 49
		SP:Iteration 24Q (86660.680000 sec): 3 clusters
  Score: Raw -38827619.509826 + Penalty 4157.003361 = -38823462.506464
  nChanged 34
		SP:Iteration 25Q (86662.780000 sec): 3 clusters
  Score: Raw -38827636.026409 + Penalty 4157.003361 = -38823479.023048
  nChanged 41
		SP:Iteration 26Q (86665.040000 sec): 3 clusters
  Score: Raw -38827651.461596 + Penalty 4157.003361 = -38823494.458234
  nChanged 40
		SP:Iteration 27Q (86667.270000 sec): 3 clusters
  Score: Raw -38827672.930538 + Penalty 4157.003361 = -38823515.927177
  nChanged 30
		SP:Iteration 28Q (86669.510000 sec): 3 clusters
  Score: Raw -38827684.045638 + Penalty 4157.003361 = -38823527.042277
  nChanged 29
		SP:Iteration 29Q (86671.780000 sec): 3 clusters
  Score: Raw -38827695.082191 + Penalty 4157.003361 = -38823538.078830
  nChanged 24
		SP:Iteration 30Q (86673.880000 sec): 3 clusters
  Score: Raw -38827706.037409 + Penalty 4157.003361 = -38823549.034047
  nChanged 27
		SP:Iteration 31Q (86675.960000 sec): 3 clusters
  Score: Raw -38827715.967407 + Penalty 4157.003361 = -38823558.964046
  nChanged 21
		SP:Iteration 32Q (86678.190000 sec): 3 clusters
  Score: Raw -38827723.298927 + Penalty 4157.003361 = -38823566.295566
  nChanged 19
		SP:Iteration 33Q (86680.340000 sec): 3 clusters
  Score: Raw -38827729.033493 + Penalty 4157.003361 = -38823572.030132
  nChanged 16
		SP:Iteration 34Q (86682.370000 sec): 3 clusters
  Score: Raw -38827733.828748 + Penalty 4157.003361 = -38823576.825387
  nChanged 14
		SP:Iteration 35Q (86684.640000 sec): 3 clusters
  Score: Raw -38827737.657553 + Penalty 4157.003361 = -38823580.654192
  nChanged 13
		SP:Iteration 36Q (86686.860000 sec): 3 clusters
  Score: Raw -38827742.274280 + Penalty 4157.003361 = -38823585.270918
  nChanged 18
		SP:Iteration 37Q (86688.840000 sec): 3 clusters
  Score: Raw -38827747.485636 + Penalty 4157.003361 = -38823590.482275
  nChanged 8
		SP:Iteration 38Q (86690.770000 sec): 3 clusters
  Score: Raw -38827750.319204 + Penalty 4157.003361 = -38823593.315843
  nChanged 9
		SP:Iteration 39Q (86692.770000 sec): 3 clusters
  Score: Raw -38827753.389183 + Penalty 4157.003361 = -38823596.385822
  nChanged 9
		SP:Iteration 40F (86694.940000 sec): 3 clusters
  Score: Raw -38827756.228968 + Penalty 4157.003361 = -38823599.225607
  nChanged 9
		SP:Iteration 41Q (86696.970000 sec): 3 clusters
  Score: Raw -38827759.512114 + Penalty 4157.003361 = -38823602.508752
  nChanged 12
		SP:Iteration 42Q (86699.030000 sec): 3 clusters
  Score: Raw -38827763.595746 + Penalty 4157.003361 = -38823606.592385
  nChanged 9
		SP:Iteration 43Q (86701.040000 sec): 3 clusters
  Score: Raw -38827767.576169 + Penalty 4157.003361 = -38823610.572808
  nChanged 11
		SP:Iteration 44Q (86703.010000 sec): 3 clusters
  Score: Raw -38827771.651352 + Penalty 4157.003361 = -38823614.647991
  nChanged 6
		SP:Iteration 45Q (86704.590000 sec): 3 clusters
  Score: Raw -38827773.876116 + Penalty 4157.003361 = -38823616.872754
  nChanged 3
		SP:Iteration 46Q (86706.470000 sec): 3 clusters
  Score: Raw -38827774.896588 + Penalty 4157.003361 = -38823617.893227
  nChanged 5
		SP:Iteration 47Q (86708.580000 sec): 3 clusters
  Score: Raw -38827776.008297 + Penalty 4157.003361 = -38823619.004936
  nChanged 2
		SP:Iteration 48Q (86710.780000 sec): 3 clusters
  Score: Raw -38827776.428153 + Penalty 4157.003361 = -38823619.424791
  nChanged 0
		SP:Iteration 49F (86712.830000 sec): 3 clusters
  Score: Raw -38827776.428153 + Penalty 4157.003361 = -38823619.424791
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86713.290000 sec): 2 clusters
  Score: Raw -55517.750153 + Penalty 1012.453235 = -54505.296918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86713.470000 sec): 3 clusters
  Score: Raw -55433.399746 + Penalty 2024.906470 = -53408.493276
  nChanged 111
		SP:Iteration 1F (86713.650000 sec): 3 clusters
  Score: Raw -55578.525569 + Penalty 2024.906470 = -53553.619099
  nChanged 22
		SP:Iteration 2Q (86713.840000 sec): 3 clusters
  Score: Raw -55609.913976 + Penalty 2024.906470 = -53585.007506
  nChanged 6
		SP:Iteration 3Q (86714.010000 sec): 3 clusters
  Score: Raw -55618.864390 + Penalty 2024.906470 = -53593.957919
  nChanged 4
		SP:Iteration 4Q (86714.190000 sec): 3 clusters
  Score: Raw -55623.403047 + Penalty 2024.906470 = -53598.496577
  nChanged 4
		SP:Iteration 5Q (86714.360000 sec): 3 clusters
  Score: Raw -55626.639426 + Penalty 2024.906470 = -53601.732955
  nChanged 1
		SP:Iteration 6Q (86714.480000 sec): 3 clusters
  Score: Raw -55628.234967 + Penalty 2024.906470 = -53603.328496
  nChanged 0
		SP:Iteration 7F (86714.620000 sec): 3 clusters
  Score: Raw -55628.234967 + Penalty 2024.906470 = -53603.328496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86714.700000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86714.900000 sec): 3 clusters
  Score: Raw -50125.890582 + Penalty 1994.058590 = -48131.831992
  nChanged 106
		SP:Iteration 1F (86715.060000 sec): 3 clusters
  Score: Raw -50294.367432 + Penalty 1994.058590 = -48300.308842
  nChanged 33
		SP:Iteration 2F (86715.180000 sec): 3 clusters
  Score: Raw -50341.772292 + Penalty 1994.058590 = -48347.713702
  nChanged 8
		SP:Iteration 3Q (86715.360000 sec): 3 clusters
  Score: Raw -50351.783325 + Penalty 1994.058590 = -48357.724736
  nChanged 4
		SP:Iteration 4Q (86715.540000 sec): 3 clusters
  Score: Raw -50355.633436 + Penalty 1994.058590 = -48361.574846
  nChanged 4
		SP:Iteration 5Q (86715.720000 sec): 3 clusters
  Score: Raw -50365.998798 + Penalty 1994.058590 = -48371.940208
  nChanged 3
		SP:Iteration 6Q (86715.890000 sec): 3 clusters
  Score: Raw -50368.940523 + Penalty 1994.058590 = -48374.881933
  nChanged 0
		SP:Iteration 7F (86716.000000 sec): 3 clusters
  Score: Raw -50368.940523 + Penalty 1994.058590 = -48374.881933
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86716.100000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86716.280000 sec): 3 clusters
  Score: Raw -283432.925217 + Penalty 2564.195969 = -280868.729248
  nChanged 975
		SP:Iteration 1F (86716.430000 sec): 3 clusters
  Score: Raw -284034.431284 + Penalty 2564.195969 = -281470.235315
  nChanged 216
		SP:Iteration 2F (86716.610000 sec): 3 clusters
  Score: Raw -284203.307390 + Penalty 2564.195969 = -281639.111421
  nChanged 143
		SP:Iteration 3F (86716.760000 sec): 3 clusters
  Score: Raw -284318.771812 + Penalty 2564.195969 = -281754.575843
  nChanged 123
		SP:Iteration 4Q (86716.960000 sec): 3 clusters
  Score: Raw -284444.463977 + Penalty 2564.195969 = -281880.268008
  nChanged 121
		SP:Iteration 5Q (86717.140000 sec): 3 clusters
  Score: Raw -284557.105779 + Penalty 2564.195969 = -281992.909810
  nChanged 108
		SP:Iteration 6Q (86717.360000 sec): 3 clusters
  Score: Raw -284666.494215 + Penalty 2564.195969 = -282102.298246
  nChanged 109
		SP:Iteration 7Q (86717.530000 sec): 3 clusters
  Score: Raw -284774.077165 + Penalty 2564.195969 = -282209.881195
  nChanged 104
		SP:Iteration 8Q (86717.710000 sec): 3 clusters
  Score: Raw -284864.795926 + Penalty 2564.195969 = -282300.599957
  nChanged 90
		SP:Iteration 9Q (86717.890000 sec): 3 clusters
  Score: Raw -284943.064605 + Penalty 2564.195969 = -282378.868636
  nChanged 83
		SP:Iteration 10Q (86718.060000 sec): 3 clusters
  Score: Raw -285021.686147 + Penalty 2564.195969 = -282457.490178
  nChanged 79
		SP:Iteration 11Q (86718.240000 sec): 3 clusters
  Score: Raw -285085.399075 + Penalty 2564.195969 = -282521.203106
  nChanged 67
		SP:Iteration 12Q (86718.390000 sec): 3 clusters
  Score: Raw -285135.853663 + Penalty 2564.195969 = -282571.657694
  nChanged 47
		SP:Iteration 13Q (86718.560000 sec): 3 clusters
  Score: Raw -285168.101906 + Penalty 2564.195969 = -282603.905936
  nChanged 32
		SP:Iteration 14Q (86718.750000 sec): 3 clusters
  Score: Raw -285190.443705 + Penalty 2564.195969 = -282626.247736
  nChanged 24
		SP:Iteration 15Q (86718.960000 sec): 3 clusters
  Score: Raw -285203.513584 + Penalty 2564.195969 = -282639.317615
  nChanged 21
		SP:Iteration 16Q (86719.120000 sec): 3 clusters
  Score: Raw -285213.607227 + Penalty 2564.195969 = -282649.411257
  nChanged 12
		SP:Iteration 17Q (86719.290000 sec): 3 clusters
  Score: Raw -285219.872852 + Penalty 2564.195969 = -282655.676883
  nChanged 13
		SP:Iteration 18Q (86719.490000 sec): 3 clusters
  Score: Raw -285226.219418 + Penalty 2564.195969 = -282662.023449
  nChanged 8
		SP:Iteration 19Q (86719.680000 sec): 3 clusters
  Score: Raw -285230.709567 + Penalty 2564.195969 = -282666.513598
  nChanged 9
		SP:Iteration 20F (86719.870000 sec): 3 clusters
  Score: Raw -285234.306406 + Penalty 2564.195969 = -282670.110437
  nChanged 11
		SP:Iteration 21Q (86720.020000 sec): 3 clusters
  Score: Raw -285241.008624 + Penalty 2564.195969 = -282676.812654
  nChanged 8
		SP:Iteration 22Q (86720.180000 sec): 3 clusters
  Score: Raw -285245.667035 + Penalty 2564.195969 = -282681.471066
  nChanged 6
		SP:Iteration 23Q (86720.370000 sec): 3 clusters
  Score: Raw -285248.697472 + Penalty 2564.195969 = -282684.501502
  nChanged 7
		SP:Iteration 24Q (86720.610000 sec): 3 clusters
  Score: Raw -285251.860173 + Penalty 2564.195969 = -282687.664204
  nChanged 7
		SP:Iteration 25Q (86720.780000 sec): 3 clusters
  Score: Raw -285253.819317 + Penalty 2564.195969 = -282689.623348
  nChanged 4
		SP:Iteration 26Q (86720.960000 sec): 3 clusters
  Score: Raw -285256.249956 + Penalty 2564.195969 = -282692.053987
  nChanged 8
		SP:Iteration 27Q (86721.140000 sec): 3 clusters
  Score: Raw -285259.638599 + Penalty 2564.195969 = -282695.442630
  nChanged 8
		SP:Iteration 28Q (86721.320000 sec): 3 clusters
  Score: Raw -285264.171250 + Penalty 2564.195969 = -282699.975281
  nChanged 7
		SP:Iteration 29Q (86721.480000 sec): 3 clusters
  Score: Raw -285267.294954 + Penalty 2564.195969 = -282703.098985
  nChanged 4
		SP:Iteration 30Q (86721.670000 sec): 3 clusters
  Score: Raw -285268.507467 + Penalty 2564.195969 = -282704.311498
  nChanged 5
		SP:Iteration 31Q (86721.850000 sec): 3 clusters
  Score: Raw -285270.702680 + Penalty 2564.195969 = -282706.506711
  nChanged 6
		SP:Iteration 32Q (86722.060000 sec): 3 clusters
  Score: Raw -285273.024812 + Penalty 2564.195969 = -282708.828843
  nChanged 8
		SP:Iteration 33Q (86722.260000 sec): 3 clusters
  Score: Raw -285277.294476 + Penalty 2564.195969 = -282713.098507
  nChanged 10
		SP:Iteration 34Q (86722.440000 sec): 3 clusters
  Score: Raw -285283.182833 + Penalty 2564.195969 = -282718.986864
  nChanged 7
		SP:Iteration 35Q (86722.610000 sec): 3 clusters
  Score: Raw -285286.377600 + Penalty 2564.195969 = -282722.181630
  nChanged 8
		SP:Iteration 36Q (86722.770000 sec): 3 clusters
  Score: Raw -285290.291354 + Penalty 2564.195969 = -282726.095385
  nChanged 6
		SP:Iteration 37Q (86722.930000 sec): 3 clusters
  Score: Raw -285294.540750 + Penalty 2564.195969 = -282730.344781
  nChanged 5
		SP:Iteration 38Q (86723.100000 sec): 3 clusters
  Score: Raw -285297.429160 + Penalty 2564.195969 = -282733.233191
  nChanged 5
		SP:Iteration 39Q (86723.260000 sec): 3 clusters
  Score: Raw -285298.898675 + Penalty 2564.195969 = -282734.702706
  nChanged 5
		SP:Iteration 40F (86723.390000 sec): 3 clusters
  Score: Raw -285301.766140 + Penalty 2564.195969 = -282737.570171
  nChanged 5
		SP:Iteration 41Q (86723.560000 sec): 3 clusters
  Score: Raw -285304.619767 + Penalty 2564.195969 = -282740.423798
  nChanged 2
		SP:Iteration 42Q (86723.740000 sec): 3 clusters
  Score: Raw -285305.513009 + Penalty 2564.195969 = -282741.317040
  nChanged 0
		SP:Iteration 43F (86723.860000 sec): 3 clusters
  Score: Raw -285305.513009 + Penalty 2564.195969 = -282741.317040
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86723.980000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86724.160000 sec): 3 clusters
  Score: Raw -51865.035752 + Penalty 2003.077311 = -49861.958441
  nChanged 101
		SP:Iteration 1F (86724.340000 sec): 3 clusters
  Score: Raw -52013.473096 + Penalty 2003.077311 = -50010.395784
  nChanged 25
		SP:Iteration 2F (86724.520000 sec): 3 clusters
  Score: Raw -52051.221354 + Penalty 2003.077311 = -50048.144043
  nChanged 15
		SP:Iteration 3Q (86724.720000 sec): 3 clusters
  Score: Raw -52073.980740 + Penalty 2003.077311 = -50070.903429
  nChanged 2
		SP:Iteration 4Q (86724.900000 sec): 3 clusters
  Score: Raw -52077.586242 + Penalty 2003.077311 = -50074.508931
  nChanged 2
		SP:Iteration 5Q (86725.090000 sec): 3 clusters
  Score: Raw -52080.390546 + Penalty 2003.077311 = -50077.313235
  nChanged 3
		SP:Iteration 6Q (86725.240000 sec): 3 clusters
  Score: Raw -52084.380132 + Penalty 2003.077311 = -50081.302821
  nChanged 2
		SP:Iteration 7Q (86725.420000 sec): 3 clusters
  Score: Raw -52085.848401 + Penalty 2003.077311 = -50082.771090
  nChanged 0
		SP:Iteration 8F (86725.620000 sec): 3 clusters
  Score: Raw -52085.848401 + Penalty 2003.077311 = -50082.771090
  nChanged 0
Iteration 539Q (86892.800000 sec): 82 clusters
  Score: Raw -134118952.002812 + Penalty 184866.940148 = -133934085.062664
  nChanged 11
Iteration 540F (87143.140000 sec): 82 clusters
  Score: Raw -134118952.080061 + Penalty 184866.940148 = -133934085.139913
  nChanged 11
Iteration 541Q (87319.660000 sec): 82 clusters
  Score: Raw -134118952.143065 + Penalty 184866.940148 = -133934085.202917
  nChanged 11
Iteration 542Q (87494.330000 sec): 82 clusters
  Score: Raw -134118952.226198 + Penalty 184866.940148 = -133934085.286051
  nChanged 14
Iteration 543Q (87670.860000 sec): 82 clusters
  Score: Raw -134118952.298685 + Penalty 184866.940148 = -133934085.358537
  nChanged 14
Iteration 544Q (87840.730000 sec): 82 clusters
  Score: Raw -134118952.385301 + Penalty 184866.940148 = -133934085.445153
  nChanged 15
Iteration 545Q (88018.720000 sec): 82 clusters
  Score: Raw -134118952.448382 + Penalty 184866.940148 = -133934085.508234
  nChanged 13
Iteration 546Q (88198.200000 sec): 82 clusters
  Score: Raw -134118952.488502 + Penalty 184866.940148 = -133934085.548354
  nChanged 10
Iteration 547Q (88376.350000 sec): 82 clusters
  Score: Raw -134118952.522585 + Penalty 184866.940148 = -133934085.582437
  nChanged 12
Iteration 548Q (88550.590000 sec): 82 clusters
  Score: Raw -134118952.561643 + Penalty 184866.940148 = -133934085.621496
  nChanged 9
Iteration 549Q (88725.430000 sec): 82 clusters
  Score: Raw -134118952.584688 + Penalty 184866.940148 = -133934085.644541
  nChanged 7
Iteration 550Q (88901.340000 sec): 82 clusters
  Score: Raw -134118952.603811 + Penalty 184866.940148 = -133934085.663664
  nChanged 4
Iteration 551Q (89080.600000 sec): 82 clusters
  Score: Raw -134118952.615242 + Penalty 184866.940148 = -133934085.675094
  nChanged 5
Iteration 552Q (89249.420000 sec): 82 clusters
  Score: Raw -134118952.622857 + Penalty 184866.940148 = -133934085.682709
  nChanged 0
Iteration 553F (89496.490000 sec): 82 clusters
  Score: Raw -134118952.622857 + Penalty 184866.940148 = -133934085.682709
  nChanged 0
Compute initial score before splitting:   Score: Raw -134118952.622857 + Penalty 184866.940148 = -133934085.682709
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 1 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89496.750000 sec): 2 clusters
  Score: Raw -846130.792969 + Penalty 1455.008512 = -844675.784457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89496.940000 sec): 3 clusters
  Score: Raw -841864.106343 + Penalty 2910.017024 = -838954.089319
  nChanged 3271
		SP:Iteration 1F (89497.150000 sec): 3 clusters
  Score: Raw -843650.798858 + Penalty 2910.017024 = -840740.781834
  nChanged 525
		SP:Iteration 2F (89497.330000 sec): 3 clusters
  Score: Raw -843948.813376 + Penalty 2910.017024 = -841038.796352
  nChanged 479
		SP:Iteration 3F (89497.560000 sec): 3 clusters
  Score: Raw -844233.924478 + Penalty 2910.017024 = -841323.907454
  nChanged 481
		SP:Iteration 4F (89497.770000 sec): 3 clusters
  Score: Raw -844533.678731 + Penalty 2910.017024 = -841623.661707
  nChanged 471
		SP:Iteration 5F (89497.990000 sec): 3 clusters
  Score: Raw -844863.903956 + Penalty 2910.017024 = -841953.886932
  nChanged 420
		SP:Iteration 6F (89498.200000 sec): 3 clusters
  Score: Raw -845152.180692 + Penalty 2910.017024 = -842242.163668
  nChanged 369
		SP:Iteration 7Q (89498.380000 sec): 3 clusters
  Score: Raw -845406.543453 + Penalty 2910.017024 = -842496.526429
  nChanged 297
		SP:Iteration 8Q (89498.610000 sec): 3 clusters
  Score: Raw -845636.448832 + Penalty 2910.017024 = -842726.431808
  nChanged 273
		SP:Iteration 9Q (89498.780000 sec): 3 clusters
  Score: Raw -845862.138595 + Penalty 2910.017024 = -842952.121571
  nChanged 198
		SP:Iteration 10Q (89498.990000 sec): 3 clusters
  Score: Raw -846037.538547 + Penalty 2910.017024 = -843127.521523
  nChanged 152
		SP:Iteration 11Q (89499.200000 sec): 3 clusters
  Score: Raw -846178.568782 + Penalty 2910.017024 = -843268.551758
  nChanged 117
		SP:Iteration 12Q (89499.370000 sec): 3 clusters
  Score: Raw -846268.275773 + Penalty 2910.017024 = -843358.258749
  nChanged 72
		SP:Iteration 13Q (89499.600000 sec): 3 clusters
  Score: Raw -846315.506476 + Penalty 2910.017024 = -843405.489452
  nChanged 57
		SP:Iteration 14Q (89499.790000 sec): 3 clusters
  Score: Raw -846365.832597 + Penalty 2910.017024 = -843455.815573
  nChanged 59
		SP:Iteration 15Q (89499.960000 sec): 3 clusters
  Score: Raw -846416.116779 + Penalty 2910.017024 = -843506.099755
  nChanged 46
		SP:Iteration 16Q (89500.130000 sec): 3 clusters
  Score: Raw -846441.261705 + Penalty 2910.017024 = -843531.244681
  nChanged 24
		SP:Iteration 17Q (89500.350000 sec): 3 clusters
  Score: Raw -846451.802937 + Penalty 2910.017024 = -843541.785913
  nChanged 20
		SP:Iteration 18Q (89500.530000 sec): 3 clusters
  Score: Raw -846460.800941 + Penalty 2910.017024 = -843550.783917
  nChanged 16
		SP:Iteration 19Q (89500.770000 sec): 3 clusters
  Score: Raw -846467.101821 + Penalty 2910.017024 = -843557.084797
  nChanged 13
		SP:Iteration 20F (89500.970000 sec): 3 clusters
  Score: Raw -846472.229566 + Penalty 2910.017024 = -843562.212542
  nChanged 10
		SP:Iteration 21Q (89501.150000 sec): 3 clusters
  Score: Raw -846475.466671 + Penalty 2910.017024 = -843565.449647
  nChanged 5
		SP:Iteration 22Q (89501.360000 sec): 3 clusters
  Score: Raw -846477.114889 + Penalty 2910.017024 = -843567.097865
  nChanged 4
		SP:Iteration 23Q (89501.550000 sec): 3 clusters
  Score: Raw -846479.035662 + Penalty 2910.017024 = -843569.018638
  nChanged 3
		SP:Iteration 24Q (89501.740000 sec): 3 clusters
  Score: Raw -846480.195722 + Penalty 2910.017024 = -843570.178698
  nChanged 2
		SP:Iteration 25Q (89501.940000 sec): 3 clusters
  Score: Raw -846480.874922 + Penalty 2910.017024 = -843570.857898
  nChanged 1
		SP:Iteration 26Q (89502.160000 sec): 3 clusters
  Score: Raw -846481.918504 + Penalty 2910.017024 = -843571.901480
  nChanged 5
		SP:Iteration 27Q (89502.340000 sec): 3 clusters
  Score: Raw -846483.813317 + Penalty 2910.017024 = -843573.796293
  nChanged 8
		SP:Iteration 28Q (89502.530000 sec): 3 clusters
  Score: Raw -846486.906565 + Penalty 2910.017024 = -843576.889541
  nChanged 8
		SP:Iteration 29Q (89502.710000 sec): 3 clusters
  Score: Raw -846489.899576 + Penalty 2910.017024 = -843579.882552
  nChanged 7
		SP:Iteration 30Q (89502.900000 sec): 3 clusters
  Score: Raw -846493.207458 + Penalty 2910.017024 = -843583.190434
  nChanged 4
		SP:Iteration 31Q (89503.130000 sec): 3 clusters
  Score: Raw -846495.036107 + Penalty 2910.017024 = -843585.019083
  nChanged 2
		SP:Iteration 32Q (89503.310000 sec): 3 clusters
  Score: Raw -846495.832382 + Penalty 2910.017024 = -843585.815358
  nChanged 4
		SP:Iteration 33Q (89503.510000 sec): 3 clusters
  Score: Raw -846498.738620 + Penalty 2910.017024 = -843588.721596
  nChanged 7
		SP:Iteration 34Q (89503.720000 sec): 3 clusters
  Score: Raw -846500.756183 + Penalty 2910.017024 = -843590.739159
  nChanged 3
		SP:Iteration 35Q (89503.930000 sec): 3 clusters
  Score: Raw -846501.685323 + Penalty 2910.017024 = -843591.668299
  nChanged 4
		SP:Iteration 36Q (89504.180000 sec): 3 clusters
  Score: Raw -846504.189881 + Penalty 2910.017024 = -843594.172857
  nChanged 2
		SP:Iteration 37Q (89504.400000 sec): 3 clusters
  Score: Raw -846505.146169 + Penalty 2910.017024 = -843595.129145
  nChanged 0
		SP:Iteration 38F (89504.580000 sec): 3 clusters
  Score: Raw -846505.146169 + Penalty 2910.017024 = -843595.129145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 2 (7676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89504.710000 sec): 2 clusters
  Score: Raw -822117.980153 + Penalty 1453.701252 = -820664.278901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89504.960000 sec): 3 clusters
  Score: Raw -817920.417596 + Penalty 2907.402504 = -815013.015093
  nChanged 3237
		SP:Iteration 1F (89505.170000 sec): 3 clusters
  Score: Raw -819800.105197 + Penalty 2907.402504 = -816892.702694
  nChanged 615
		SP:Iteration 2F (89505.390000 sec): 3 clusters
  Score: Raw -820214.241295 + Penalty 2907.402504 = -817306.838792
  nChanged 594
		SP:Iteration 3F (89505.650000 sec): 3 clusters
  Score: Raw -820725.501860 + Penalty 2907.402504 = -817818.099356
  nChanged 591
		SP:Iteration 4F (89505.830000 sec): 3 clusters
  Score: Raw -821246.058617 + Penalty 2907.402504 = -818338.656114
  nChanged 530
		SP:Iteration 5F (89506.040000 sec): 3 clusters
  Score: Raw -821650.434733 + Penalty 2907.402504 = -818743.032229
  nChanged 367
		SP:Iteration 6Q (89506.240000 sec): 3 clusters
  Score: Raw -821880.932275 + Penalty 2907.402504 = -818973.529772
  nChanged 262
		SP:Iteration 7Q (89506.430000 sec): 3 clusters
  Score: Raw -822040.182349 + Penalty 2907.402504 = -819132.779846
  nChanged 181
		SP:Iteration 8Q (89506.670000 sec): 3 clusters
  Score: Raw -822133.534854 + Penalty 2907.402504 = -819226.132351
  nChanged 124
		SP:Iteration 9Q (89506.890000 sec): 3 clusters
  Score: Raw -822179.105228 + Penalty 2907.402504 = -819271.702724
  nChanged 90
		SP:Iteration 10Q (89507.100000 sec): 3 clusters
  Score: Raw -822204.325892 + Penalty 2907.402504 = -819296.923388
  nChanged 64
		SP:Iteration 11Q (89507.310000 sec): 3 clusters
  Score: Raw -822220.497868 + Penalty 2907.402504 = -819313.095365
  nChanged 34
		SP:Iteration 12Q (89507.480000 sec): 3 clusters
  Score: Raw -822229.308081 + Penalty 2907.402504 = -819321.905577
  nChanged 27
		SP:Iteration 13Q (89507.630000 sec): 3 clusters
  Score: Raw -822234.618058 + Penalty 2907.402504 = -819327.215554
  nChanged 16
		SP:Iteration 14Q (89507.810000 sec): 3 clusters
  Score: Raw -822237.584412 + Penalty 2907.402504 = -819330.181908
  nChanged 10
		SP:Iteration 15Q (89508.020000 sec): 3 clusters
  Score: Raw -822239.141741 + Penalty 2907.402504 = -819331.739238
  nChanged 10
		SP:Iteration 16Q (89508.220000 sec): 3 clusters
  Score: Raw -822240.579378 + Penalty 2907.402504 = -819333.176874
  nChanged 7
		SP:Iteration 17Q (89508.450000 sec): 3 clusters
  Score: Raw -822241.545698 + Penalty 2907.402504 = -819334.143194
  nChanged 7
		SP:Iteration 18Q (89508.680000 sec): 3 clusters
  Score: Raw -822242.395561 + Penalty 2907.402504 = -819334.993058
  nChanged 4
		SP:Iteration 19Q (89508.900000 sec): 3 clusters
  Score: Raw -822242.986647 + Penalty 2907.402504 = -819335.584144
  nChanged 3
		SP:Iteration 20F (89509.090000 sec): 3 clusters
  Score: Raw -822243.291263 + Penalty 2907.402504 = -819335.888760
  nChanged 3
		SP:Iteration 21Q (89509.250000 sec): 3 clusters
  Score: Raw -822243.859132 + Penalty 2907.402504 = -819336.456629
  nChanged 3
		SP:Iteration 22Q (89509.460000 sec): 3 clusters
  Score: Raw -822244.441328 + Penalty 2907.402504 = -819337.038824
  nChanged 4
		SP:Iteration 23Q (89509.680000 sec): 3 clusters
  Score: Raw -822244.968548 + Penalty 2907.402504 = -819337.566044
  nChanged 3
		SP:Iteration 24Q (89509.860000 sec): 3 clusters
  Score: Raw -822245.287766 + Penalty 2907.402504 = -819337.885262
  nChanged 1
		SP:Iteration 25Q (89510.090000 sec): 3 clusters
  Score: Raw -822245.432090 + Penalty 2907.402504 = -819338.029586
  nChanged 2
		SP:Iteration 26Q (89510.310000 sec): 3 clusters
  Score: Raw -822245.637084 + Penalty 2907.402504 = -819338.234581
  nChanged 1
		SP:Iteration 27Q (89510.510000 sec): 3 clusters
  Score: Raw -822245.790455 + Penalty 2907.402504 = -819338.387952
  nChanged 1
		SP:Iteration 28Q (89510.700000 sec): 3 clusters
  Score: Raw -822246.087277 + Penalty 2907.402504 = -819338.684773
  nChanged 1
		SP:Iteration 29Q (89510.900000 sec): 3 clusters
  Score: Raw -822246.385419 + Penalty 2907.402504 = -819338.982915
  nChanged 2
		SP:Iteration 30Q (89511.060000 sec): 3 clusters
  Score: Raw -822246.708274 + Penalty 2907.402504 = -819339.305771
  nChanged 2
		SP:Iteration 31Q (89511.190000 sec): 3 clusters
  Score: Raw -822247.046332 + Penalty 2907.402504 = -819339.643829
  nChanged 1
		SP:Iteration 32Q (89511.430000 sec): 3 clusters
  Score: Raw -822247.126287 + Penalty 2907.402504 = -819339.723783
  nChanged 0
		SP:Iteration 33F (89511.580000 sec): 3 clusters
  Score: Raw -822247.126287 + Penalty 2907.402504 = -819339.723783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 3 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89511.740000 sec): 2 clusters
  Score: Raw -455887.680526 + Penalty 1357.098390 = -454530.582136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89511.900000 sec): 3 clusters
  Score: Raw -453684.370027 + Penalty 2714.196780 = -450970.173247
  nChanged 1692
		SP:Iteration 1F (89512.040000 sec): 3 clusters
  Score: Raw -454635.132536 + Penalty 2714.196780 = -451920.935756
  nChanged 334
		SP:Iteration 2F (89512.250000 sec): 3 clusters
  Score: Raw -454860.484485 + Penalty 2714.196780 = -452146.287706
  nChanged 266
		SP:Iteration 3F (89512.420000 sec): 3 clusters
  Score: Raw -455051.824831 + Penalty 2714.196780 = -452337.628051
  nChanged 219
		SP:Iteration 4F (89512.580000 sec): 3 clusters
  Score: Raw -455205.787653 + Penalty 2714.196780 = -452491.590873
  nChanged 207
		SP:Iteration 5Q (89512.800000 sec): 3 clusters
  Score: Raw -455343.732876 + Penalty 2714.196780 = -452629.536096
  nChanged 197
		SP:Iteration 6Q (89512.960000 sec): 3 clusters
  Score: Raw -455486.687860 + Penalty 2714.196780 = -452772.491080
  nChanged 200
		SP:Iteration 7Q (89513.160000 sec): 3 clusters
  Score: Raw -455635.953435 + Penalty 2714.196780 = -452921.756655
  nChanged 190
		SP:Iteration 8Q (89513.320000 sec): 3 clusters
  Score: Raw -455773.141769 + Penalty 2714.196780 = -453058.944989
  nChanged 176
		SP:Iteration 9Q (89513.510000 sec): 3 clusters
  Score: Raw -455889.683145 + Penalty 2714.196780 = -453175.486366
  nChanged 135
		SP:Iteration 10Q (89513.720000 sec): 3 clusters
  Score: Raw -455975.372607 + Penalty 2714.196780 = -453261.175827
  nChanged 119
		SP:Iteration 11Q (89513.920000 sec): 3 clusters
  Score: Raw -456045.700695 + Penalty 2714.196780 = -453331.503915
  nChanged 96
		SP:Iteration 12Q (89514.080000 sec): 3 clusters
  Score: Raw -456098.730268 + Penalty 2714.196780 = -453384.533488
  nChanged 78
		SP:Iteration 13Q (89514.240000 sec): 3 clusters
  Score: Raw -456138.875990 + Penalty 2714.196780 = -453424.679210
  nChanged 68
		SP:Iteration 14Q (89514.440000 sec): 3 clusters
  Score: Raw -456175.270092 + Penalty 2714.196780 = -453461.073312
  nChanged 60
		SP:Iteration 15Q (89514.650000 sec): 3 clusters
  Score: Raw -456201.470832 + Penalty 2714.196780 = -453487.274052
  nChanged 38
		SP:Iteration 16Q (89514.860000 sec): 3 clusters
  Score: Raw -456221.640357 + Penalty 2714.196780 = -453507.443578
  nChanged 37
		SP:Iteration 17Q (89515.010000 sec): 3 clusters
  Score: Raw -456243.792894 + Penalty 2714.196780 = -453529.596114
  nChanged 40
		SP:Iteration 18Q (89515.200000 sec): 3 clusters
  Score: Raw -456265.215240 + Penalty 2714.196780 = -453551.018461
  nChanged 37
		SP:Iteration 19Q (89515.400000 sec): 3 clusters
  Score: Raw -456283.583949 + Penalty 2714.196780 = -453569.387169
  nChanged 31
		SP:Iteration 20F (89515.620000 sec): 3 clusters
  Score: Raw -456299.532537 + Penalty 2714.196780 = -453585.335757
  nChanged 23
		SP:Iteration 21Q (89515.820000 sec): 3 clusters
  Score: Raw -456308.444353 + Penalty 2714.196780 = -453594.247574
  nChanged 19
		SP:Iteration 22Q (89516.020000 sec): 3 clusters
  Score: Raw -456317.194187 + Penalty 2714.196780 = -453602.997407
  nChanged 20
		SP:Iteration 23Q (89516.240000 sec): 3 clusters
  Score: Raw -456325.265516 + Penalty 2714.196780 = -453611.068736
  nChanged 25
		SP:Iteration 24Q (89516.440000 sec): 3 clusters
  Score: Raw -456333.012823 + Penalty 2714.196780 = -453618.816043
  nChanged 17
		SP:Iteration 25Q (89516.630000 sec): 3 clusters
  Score: Raw -456338.912978 + Penalty 2714.196780 = -453624.716199
  nChanged 13
		SP:Iteration 26Q (89516.820000 sec): 3 clusters
  Score: Raw -456343.737112 + Penalty 2714.196780 = -453629.540332
  nChanged 10
		SP:Iteration 27Q (89517.030000 sec): 3 clusters
  Score: Raw -456346.705955 + Penalty 2714.196780 = -453632.509175
  nChanged 13
		SP:Iteration 28Q (89517.230000 sec): 3 clusters
  Score: Raw -456352.105368 + Penalty 2714.196780 = -453637.908588
  nChanged 20
		SP:Iteration 29Q (89517.410000 sec): 3 clusters
  Score: Raw -456360.703043 + Penalty 2714.196780 = -453646.506264
  nChanged 15
		SP:Iteration 30Q (89517.590000 sec): 3 clusters
  Score: Raw -456366.155157 + Penalty 2714.196780 = -453651.958378
  nChanged 17
		SP:Iteration 31Q (89517.790000 sec): 3 clusters
  Score: Raw -456373.212670 + Penalty 2714.196780 = -453659.015891
  nChanged 18
		SP:Iteration 32Q (89517.980000 sec): 3 clusters
  Score: Raw -456382.403306 + Penalty 2714.196780 = -453668.206526
  nChanged 19
		SP:Iteration 33Q (89518.190000 sec): 3 clusters
  Score: Raw -456393.697150 + Penalty 2714.196780 = -453679.500370
  nChanged 17
		SP:Iteration 34Q (89518.340000 sec): 3 clusters
  Score: Raw -456405.644994 + Penalty 2714.196780 = -453691.448214
  nChanged 23
		SP:Iteration 35Q (89518.530000 sec): 3 clusters
  Score: Raw -456416.331194 + Penalty 2714.196780 = -453702.134414
  nChanged 16
		SP:Iteration 36Q (89518.720000 sec): 3 clusters
  Score: Raw -456424.036961 + Penalty 2714.196780 = -453709.840181
  nChanged 15
		SP:Iteration 37Q (89518.950000 sec): 3 clusters
  Score: Raw -456430.390540 + Penalty 2714.196780 = -453716.193760
  nChanged 14
		SP:Iteration 38Q (89519.120000 sec): 3 clusters
  Score: Raw -456437.533854 + Penalty 2714.196780 = -453723.337074
  nChanged 20
		SP:Iteration 39Q (89519.300000 sec): 3 clusters
  Score: Raw -456444.153132 + Penalty 2714.196780 = -453729.956353
  nChanged 13
		SP:Iteration 40F (89519.480000 sec): 3 clusters
  Score: Raw -456449.848975 + Penalty 2714.196780 = -453735.652196
  nChanged 10
		SP:Iteration 41Q (89519.700000 sec): 3 clusters
  Score: Raw -456453.433820 + Penalty 2714.196780 = -453739.237041
  nChanged 8
		SP:Iteration 42Q (89519.860000 sec): 3 clusters
  Score: Raw -456456.205284 + Penalty 2714.196780 = -453742.008504
  nChanged 7
		SP:Iteration 43Q (89520.070000 sec): 3 clusters
  Score: Raw -456458.255280 + Penalty 2714.196780 = -453744.058501
  nChanged 5
		SP:Iteration 44Q (89520.240000 sec): 3 clusters
  Score: Raw -456461.159107 + Penalty 2714.196780 = -453746.962327
  nChanged 9
		SP:Iteration 45Q (89520.410000 sec): 3 clusters
  Score: Raw -456464.309515 + Penalty 2714.196780 = -453750.112736
  nChanged 7
		SP:Iteration 46Q (89520.570000 sec): 3 clusters
  Score: Raw -456466.108147 + Penalty 2714.196780 = -453751.911368
  nChanged 4
		SP:Iteration 47Q (89520.750000 sec): 3 clusters
  Score: Raw -456468.371382 + Penalty 2714.196780 = -453754.174602
  nChanged 4
		SP:Iteration 48Q (89520.930000 sec): 3 clusters
  Score: Raw -456469.401898 + Penalty 2714.196780 = -453755.205118
  nChanged 4
		SP:Iteration 49Q (89521.090000 sec): 3 clusters
  Score: Raw -456470.045592 + Penalty 2714.196780 = -453755.848812
  nChanged 2
		SP:Iteration 50Q (89521.250000 sec): 3 clusters
  Score: Raw -456470.439723 + Penalty 2714.196780 = -453756.242943
  nChanged 3
		SP:Iteration 51Q (89521.430000 sec): 3 clusters
  Score: Raw -456470.951415 + Penalty 2714.196780 = -453756.754636
  nChanged 2
		SP:Iteration 52Q (89521.590000 sec): 3 clusters
  Score: Raw -456471.223702 + Penalty 2714.196780 = -453757.026922
  nChanged 1
		SP:Iteration 53Q (89521.770000 sec): 3 clusters
  Score: Raw -456471.322418 + Penalty 2714.196780 = -453757.125638
  nChanged 0
		SP:Iteration 54F (89521.950000 sec): 3 clusters
  Score: Raw -456471.322418 + Penalty 2714.196780 = -453757.125638
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 4 (5194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89522.060000 sec): 2 clusters
  Score: Raw -570913.142328 + Penalty 1390.229651 = -569522.912677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89522.250000 sec): 3 clusters
  Score: Raw -568203.289401 + Penalty 2780.459302 = -565422.830099
  nChanged 2110
		SP:Iteration 1F (89522.470000 sec): 3 clusters
  Score: Raw -569403.699686 + Penalty 2780.459302 = -566623.240383
  nChanged 356
		SP:Iteration 2F (89522.610000 sec): 3 clusters
  Score: Raw -569630.960016 + Penalty 2780.459302 = -566850.500713
  nChanged 304
		SP:Iteration 3F (89522.850000 sec): 3 clusters
  Score: Raw -569838.227479 + Penalty 2780.459302 = -567057.768177
  nChanged 288
		SP:Iteration 4F (89523.030000 sec): 3 clusters
  Score: Raw -570086.587667 + Penalty 2780.459302 = -567306.128364
  nChanged 316
		SP:Iteration 5F (89523.230000 sec): 3 clusters
  Score: Raw -570415.250242 + Penalty 2780.459302 = -567634.790939
  nChanged 343
		SP:Iteration 6F (89523.480000 sec): 3 clusters
  Score: Raw -570756.361810 + Penalty 2780.459302 = -567975.902507
  nChanged 327
		SP:Iteration 7F (89523.660000 sec): 3 clusters
  Score: Raw -571031.309284 + Penalty 2780.459302 = -568250.849981
  nChanged 227
		SP:Iteration 8Q (89523.860000 sec): 3 clusters
  Score: Raw -571173.702078 + Penalty 2780.459302 = -568393.242775
  nChanged 200
		SP:Iteration 9Q (89524.070000 sec): 3 clusters
  Score: Raw -571297.883899 + Penalty 2780.459302 = -568517.424597
  nChanged 131
		SP:Iteration 10Q (89524.240000 sec): 3 clusters
  Score: Raw -571375.042453 + Penalty 2780.459302 = -568594.583151
  nChanged 110
		SP:Iteration 11Q (89524.420000 sec): 3 clusters
  Score: Raw -571427.876899 + Penalty 2780.459302 = -568647.417597
  nChanged 68
		SP:Iteration 12Q (89524.580000 sec): 3 clusters
  Score: Raw -571456.299528 + Penalty 2780.459302 = -568675.840225
  nChanged 45
		SP:Iteration 13Q (89524.780000 sec): 3 clusters
  Score: Raw -571473.407911 + Penalty 2780.459302 = -568692.948608
  nChanged 36
		SP:Iteration 14Q (89524.960000 sec): 3 clusters
  Score: Raw -571483.419539 + Penalty 2780.459302 = -568702.960237
  nChanged 21
		SP:Iteration 15Q (89525.180000 sec): 3 clusters
  Score: Raw -571489.953171 + Penalty 2780.459302 = -568709.493868
  nChanged 23
		SP:Iteration 16Q (89525.360000 sec): 3 clusters
  Score: Raw -571496.586929 + Penalty 2780.459302 = -568716.127626
  nChanged 14
		SP:Iteration 17Q (89525.560000 sec): 3 clusters
  Score: Raw -571500.998458 + Penalty 2780.459302 = -568720.539155
  nChanged 11
		SP:Iteration 18Q (89525.760000 sec): 3 clusters
  Score: Raw -571504.403404 + Penalty 2780.459302 = -568723.944102
  nChanged 13
		SP:Iteration 19Q (89525.950000 sec): 3 clusters
  Score: Raw -571507.367513 + Penalty 2780.459302 = -568726.908210
  nChanged 11
		SP:Iteration 20F (89526.140000 sec): 3 clusters
  Score: Raw -571509.823550 + Penalty 2780.459302 = -568729.364247
  nChanged 8
		SP:Iteration 21Q (89526.360000 sec): 3 clusters
  Score: Raw -571512.066538 + Penalty 2780.459302 = -568731.607236
  nChanged 9
		SP:Iteration 22Q (89526.530000 sec): 3 clusters
  Score: Raw -571514.018686 + Penalty 2780.459302 = -568733.559383
  nChanged 13
		SP:Iteration 23Q (89526.750000 sec): 3 clusters
  Score: Raw -571517.019986 + Penalty 2780.459302 = -568736.560683
  nChanged 6
		SP:Iteration 24Q (89526.920000 sec): 3 clusters
  Score: Raw -571517.907120 + Penalty 2780.459302 = -568737.447818
  nChanged 4
		SP:Iteration 25Q (89527.100000 sec): 3 clusters
  Score: Raw -571518.585967 + Penalty 2780.459302 = -568738.126665
  nChanged 4
		SP:Iteration 26Q (89527.320000 sec): 3 clusters
  Score: Raw -571519.573559 + Penalty 2780.459302 = -568739.114256
  nChanged 8
		SP:Iteration 27Q (89527.510000 sec): 3 clusters
  Score: Raw -571521.611527 + Penalty 2780.459302 = -568741.152225
  nChanged 9
		SP:Iteration 28Q (89527.700000 sec): 3 clusters
  Score: Raw -571524.357808 + Penalty 2780.459302 = -568743.898505
  nChanged 5
		SP:Iteration 29Q (89527.900000 sec): 3 clusters
  Score: Raw -571525.690760 + Penalty 2780.459302 = -568745.231458
  nChanged 11
		SP:Iteration 30Q (89528.050000 sec): 3 clusters
  Score: Raw -571528.119191 + Penalty 2780.459302 = -568747.659889
  nChanged 7
		SP:Iteration 31Q (89528.250000 sec): 3 clusters
  Score: Raw -571530.013828 + Penalty 2780.459302 = -568749.554525
  nChanged 7
		SP:Iteration 32Q (89528.410000 sec): 3 clusters
  Score: Raw -571531.640836 + Penalty 2780.459302 = -568751.181534
  nChanged 11
		SP:Iteration 33Q (89528.570000 sec): 3 clusters
  Score: Raw -571534.564870 + Penalty 2780.459302 = -568754.105568
  nChanged 14
		SP:Iteration 34Q (89528.720000 sec): 3 clusters
  Score: Raw -571538.400633 + Penalty 2780.459302 = -568757.941330
  nChanged 14
		SP:Iteration 35Q (89528.900000 sec): 3 clusters
  Score: Raw -571542.749121 + Penalty 2780.459302 = -568762.289819
  nChanged 13
		SP:Iteration 36Q (89529.090000 sec): 3 clusters
  Score: Raw -571545.927429 + Penalty 2780.459302 = -568765.468126
  nChanged 9
		SP:Iteration 37Q (89529.300000 sec): 3 clusters
  Score: Raw -571547.905168 + Penalty 2780.459302 = -568767.445866
  nChanged 7
		SP:Iteration 38Q (89529.500000 sec): 3 clusters
  Score: Raw -571549.527849 + Penalty 2780.459302 = -568769.068546
  nChanged 7
		SP:Iteration 39Q (89529.680000 sec): 3 clusters
  Score: Raw -571551.297029 + Penalty 2780.459302 = -568770.837726
  nChanged 8
		SP:Iteration 40F (89529.830000 sec): 3 clusters
  Score: Raw -571553.349928 + Penalty 2780.459302 = -568772.890625
  nChanged 10
		SP:Iteration 41Q (89530.030000 sec): 3 clusters
  Score: Raw -571555.711594 + Penalty 2780.459302 = -568775.252291
  nChanged 4
		SP:Iteration 42Q (89530.250000 sec): 3 clusters
  Score: Raw -571556.428125 + Penalty 2780.459302 = -568775.968822
  nChanged 2
		SP:Iteration 43Q (89530.410000 sec): 3 clusters
  Score: Raw -571556.714276 + Penalty 2780.459302 = -568776.254974
  nChanged 3
		SP:Iteration 44Q (89530.620000 sec): 3 clusters
  Score: Raw -571557.364971 + Penalty 2780.459302 = -568776.905668
  nChanged 3
		SP:Iteration 45Q (89530.820000 sec): 3 clusters
  Score: Raw -571557.701548 + Penalty 2780.459302 = -568777.242246
  nChanged 2
		SP:Iteration 46Q (89530.970000 sec): 3 clusters
  Score: Raw -571558.304333 + Penalty 2780.459302 = -568777.845031
  nChanged 3
		SP:Iteration 47Q (89531.140000 sec): 3 clusters
  Score: Raw -571559.081554 + Penalty 2780.459302 = -568778.622251
  nChanged 1
		SP:Iteration 48Q (89531.330000 sec): 3 clusters
  Score: Raw -571559.278861 + Penalty 2780.459302 = -568778.819558
  nChanged 0
		SP:Iteration 49F (89531.510000 sec): 3 clusters
  Score: Raw -571559.278861 + Penalty 2780.459302 = -568778.819558
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 5 (76620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89532.140000 sec): 2 clusters
  Score: Raw -8845650.499368 + Penalty 1827.574680 = -8843822.924688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89532.820000 sec): 3 clusters
  Score: Raw -8796432.416100 + Penalty 3655.149361 = -8792777.266739
  nChanged 36234
		SP:Iteration 1F (89533.460000 sec): 3 clusters
  Score: Raw -8817253.534246 + Penalty 3655.149361 = -8813598.384885
  nChanged 3118
		SP:Iteration 2Q (89534.140000 sec): 3 clusters
  Score: Raw -8818372.586683 + Penalty 3655.149361 = -8814717.437322
  nChanged 4033
		SP:Iteration 3F (89534.780000 sec): 3 clusters
  Score: Raw -8820367.875896 + Penalty 3655.149361 = -8816712.726535
  nChanged 5537
		SP:Iteration 4F (89535.430000 sec): 3 clusters
  Score: Raw -8824117.732496 + Penalty 3655.149361 = -8820462.583135
  nChanged 7020
		SP:Iteration 5F (89536.070000 sec): 3 clusters
  Score: Raw -8830305.429968 + Penalty 3655.149361 = -8826650.280607
  nChanged 7200
		SP:Iteration 6F (89536.740000 sec): 3 clusters
  Score: Raw -8837648.363355 + Penalty 3655.149361 = -8833993.213994
  nChanged 5057
		SP:Iteration 7F (89537.360000 sec): 3 clusters
  Score: Raw -8842975.728226 + Penalty 3655.149361 = -8839320.578865
  nChanged 2076
		SP:Iteration 8Q (89538.010000 sec): 3 clusters
  Score: Raw -8845081.758819 + Penalty 3655.149361 = -8841426.609458
  nChanged 507
		SP:Iteration 9Q (89538.570000 sec): 3 clusters
  Score: Raw -8845607.927577 + Penalty 3655.149361 = -8841952.778216
  nChanged 102
		SP:Iteration 10Q (89539.160000 sec): 3 clusters
  Score: Raw -8845738.557799 + Penalty 3655.149361 = -8842083.408438
  nChanged 39
		SP:Iteration 11Q (89539.690000 sec): 3 clusters
  Score: Raw -8845786.808652 + Penalty 3655.149361 = -8842131.659292
  nChanged 20
		SP:Iteration 12Q (89540.260000 sec): 3 clusters
  Score: Raw -8845815.672583 + Penalty 3655.149361 = -8842160.523222
  nChanged 9
		SP:Iteration 13Q (89540.820000 sec): 3 clusters
  Score: Raw -8845828.971300 + Penalty 3655.149361 = -8842173.821939
  nChanged 3
		SP:Iteration 14Q (89541.410000 sec): 3 clusters
  Score: Raw -8845833.285347 + Penalty 3655.149361 = -8842178.135986
  nChanged 6
		SP:Iteration 15Q (89542.050000 sec): 3 clusters
  Score: Raw -8845842.884680 + Penalty 3655.149361 = -8842187.735319
  nChanged 5
		SP:Iteration 16Q (89542.680000 sec): 3 clusters
  Score: Raw -8845849.073606 + Penalty 3655.149361 = -8842193.924245
  nChanged 0
		SP:Iteration 17F (89543.320000 sec): 3 clusters
  Score: Raw -8845849.073606 + Penalty 3655.149361 = -8842193.924245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 6 (24480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89543.600000 sec): 2 clusters
  Score: Raw -2506848.779599 + Penalty 1642.161907 = -2505206.617692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89543.930000 sec): 3 clusters
  Score: Raw -2491850.445125 + Penalty 3284.323814 = -2488566.121310
  nChanged 11227
		SP:Iteration 1F (89544.180000 sec): 3 clusters
  Score: Raw -2498054.871032 + Penalty 3284.323814 = -2494770.547218
  nChanged 1222
		SP:Iteration 2Q (89544.500000 sec): 3 clusters
  Score: Raw -2498511.693223 + Penalty 3284.323814 = -2495227.369408
  nChanged 1215
		SP:Iteration 3Q (89544.750000 sec): 3 clusters
  Score: Raw -2498978.183869 + Penalty 3284.323814 = -2495693.860055
  nChanged 1148
		SP:Iteration 4Q (89545.040000 sec): 3 clusters
  Score: Raw -2499427.018005 + Penalty 3284.323814 = -2496142.694191
  nChanged 1090
		SP:Iteration 5Q (89545.340000 sec): 3 clusters
  Score: Raw -2499866.066931 + Penalty 3284.323814 = -2496581.743116
  nChanged 1084
		SP:Iteration 6Q (89545.610000 sec): 3 clusters
  Score: Raw -2500338.663846 + Penalty 3284.323814 = -2497054.340031
  nChanged 1126
		SP:Iteration 7Q (89545.920000 sec): 3 clusters
  Score: Raw -2500901.057883 + Penalty 3284.323814 = -2497616.734069
  nChanged 1164
		SP:Iteration 8Q (89546.180000 sec): 3 clusters
  Score: Raw -2501577.439094 + Penalty 3284.323814 = -2498293.115279
  nChanged 1148
		SP:Iteration 9Q (89546.480000 sec): 3 clusters
  Score: Raw -2502324.288579 + Penalty 3284.323814 = -2499039.964765
  nChanged 1149
		SP:Iteration 10Q (89546.740000 sec): 3 clusters
  Score: Raw -2503133.516193 + Penalty 3284.323814 = -2499849.192379
  nChanged 1066
		SP:Iteration 11Q (89547.030000 sec): 3 clusters
  Score: Raw -2503918.177975 + Penalty 3284.323814 = -2500633.854160
  nChanged 943
		SP:Iteration 12Q (89547.280000 sec): 3 clusters
  Score: Raw -2504618.000501 + Penalty 3284.323814 = -2501333.676686
  nChanged 808
		SP:Iteration 13Q (89547.600000 sec): 3 clusters
  Score: Raw -2505165.978668 + Penalty 3284.323814 = -2501881.654854
  nChanged 641
		SP:Iteration 14Q (89547.930000 sec): 3 clusters
  Score: Raw -2505578.276341 + Penalty 3284.323814 = -2502293.952527
  nChanged 512
		SP:Iteration 15Q (89548.250000 sec): 3 clusters
  Score: Raw -2505894.252145 + Penalty 3284.323814 = -2502609.928331
  nChanged 448
		SP:Iteration 16Q (89548.560000 sec): 3 clusters
  Score: Raw -2506172.699693 + Penalty 3284.323814 = -2502888.375879
  nChanged 366
		SP:Iteration 17Q (89548.840000 sec): 3 clusters
  Score: Raw -2506406.163984 + Penalty 3284.323814 = -2503121.840169
  nChanged 310
		SP:Iteration 18Q (89549.140000 sec): 3 clusters
  Score: Raw -2506588.178265 + Penalty 3284.323814 = -2503303.854451
  nChanged 238
		SP:Iteration 19Q (89549.460000 sec): 3 clusters
  Score: Raw -2506722.749940 + Penalty 3284.323814 = -2503438.426125
  nChanged 203
		SP:Iteration 20F (89549.800000 sec): 3 clusters
  Score: Raw -2506835.349820 + Penalty 3284.323814 = -2503551.026006
  nChanged 159
		SP:Iteration 21Q (89550.110000 sec): 3 clusters
  Score: Raw -2506932.188229 + Penalty 3284.323814 = -2503647.864415
  nChanged 116
		SP:Iteration 22Q (89550.420000 sec): 3 clusters
  Score: Raw -2507002.750472 + Penalty 3284.323814 = -2503718.426657
  nChanged 79
		SP:Iteration 23Q (89550.680000 sec): 3 clusters
  Score: Raw -2507047.994460 + Penalty 3284.323814 = -2503763.670645
  nChanged 65
		SP:Iteration 24Q (89550.960000 sec): 3 clusters
  Score: Raw -2507088.104774 + Penalty 3284.323814 = -2503803.780960
  nChanged 56
		SP:Iteration 25Q (89551.250000 sec): 3 clusters
  Score: Raw -2507122.619944 + Penalty 3284.323814 = -2503838.296129
  nChanged 44
		SP:Iteration 26Q (89551.540000 sec): 3 clusters
  Score: Raw -2507148.777008 + Penalty 3284.323814 = -2503864.453193
  nChanged 39
		SP:Iteration 27Q (89551.860000 sec): 3 clusters
  Score: Raw -2507171.954586 + Penalty 3284.323814 = -2503887.630771
  nChanged 31
		SP:Iteration 28Q (89552.140000 sec): 3 clusters
  Score: Raw -2507185.798379 + Penalty 3284.323814 = -2503901.474565
  nChanged 16
		SP:Iteration 29Q (89552.470000 sec): 3 clusters
  Score: Raw -2507195.268306 + Penalty 3284.323814 = -2503910.944492
  nChanged 17
		SP:Iteration 30Q (89552.720000 sec): 3 clusters
  Score: Raw -2507204.104746 + Penalty 3284.323814 = -2503919.780931
  nChanged 11
		SP:Iteration 31Q (89552.980000 sec): 3 clusters
  Score: Raw -2507210.402331 + Penalty 3284.323814 = -2503926.078517
  nChanged 11
		SP:Iteration 32Q (89553.270000 sec): 3 clusters
  Score: Raw -2507217.855664 + Penalty 3284.323814 = -2503933.531850
  nChanged 16
		SP:Iteration 33Q (89553.570000 sec): 3 clusters
  Score: Raw -2507227.764810 + Penalty 3284.323814 = -2503943.440996
  nChanged 11
		SP:Iteration 34Q (89553.870000 sec): 3 clusters
  Score: Raw -2507236.716547 + Penalty 3284.323814 = -2503952.392733
  nChanged 14
		SP:Iteration 35Q (89554.180000 sec): 3 clusters
  Score: Raw -2507248.353964 + Penalty 3284.323814 = -2503964.030149
  nChanged 15
		SP:Iteration 36Q (89554.440000 sec): 3 clusters
  Score: Raw -2507258.259104 + Penalty 3284.323814 = -2503973.935289
  nChanged 8
		SP:Iteration 37Q (89554.740000 sec): 3 clusters
  Score: Raw -2507263.764537 + Penalty 3284.323814 = -2503979.440723
  nChanged 6
		SP:Iteration 38Q (89554.980000 sec): 3 clusters
  Score: Raw -2507266.721355 + Penalty 3284.323814 = -2503982.397541
  nChanged 2
		SP:Iteration 39Q (89555.320000 sec): 3 clusters
  Score: Raw -2507267.606477 + Penalty 3284.323814 = -2503983.282663
  nChanged 4
		SP:Iteration 40F (89555.610000 sec): 3 clusters
  Score: Raw -2507270.611036 + Penalty 3284.323814 = -2503986.287221
  nChanged 6
		SP:Iteration 41Q (89555.850000 sec): 3 clusters
  Score: Raw -2507274.042921 + Penalty 3284.323814 = -2503989.719107
  nChanged 4
		SP:Iteration 42Q (89556.180000 sec): 3 clusters
  Score: Raw -2507276.356415 + Penalty 3284.323814 = -2503992.032600
  nChanged 5
		SP:Iteration 43Q (89556.450000 sec): 3 clusters
  Score: Raw -2507278.104807 + Penalty 3284.323814 = -2503993.780993
  nChanged 5
		SP:Iteration 44Q (89556.760000 sec): 3 clusters
  Score: Raw -2507279.688155 + Penalty 3284.323814 = -2503995.364340
  nChanged 3
		SP:Iteration 45Q (89557.120000 sec): 3 clusters
  Score: Raw -2507280.342822 + Penalty 3284.323814 = -2503996.019008
  nChanged 3
		SP:Iteration 46Q (89557.430000 sec): 3 clusters
  Score: Raw -2507281.356332 + Penalty 3284.323814 = -2503997.032517
  nChanged 6
		SP:Iteration 47Q (89557.700000 sec): 3 clusters
  Score: Raw -2507284.478624 + Penalty 3284.323814 = -2504000.154809
  nChanged 4
		SP:Iteration 48Q (89558.010000 sec): 3 clusters
  Score: Raw -2507287.959987 + Penalty 3284.323814 = -2504003.636173
  nChanged 2
		SP:Iteration 49Q (89558.280000 sec): 3 clusters
  Score: Raw -2507289.295838 + Penalty 3284.323814 = -2504004.972023
  nChanged 3
		SP:Iteration 50Q (89558.600000 sec): 3 clusters
  Score: Raw -2507290.749607 + Penalty 3284.323814 = -2504006.425793
  nChanged 4
		SP:Iteration 51Q (89558.910000 sec): 3 clusters
  Score: Raw -2507292.515653 + Penalty 3284.323814 = -2504008.191839
  nChanged 2
		SP:Iteration 52Q (89559.220000 sec): 3 clusters
  Score: Raw -2507293.974207 + Penalty 3284.323814 = -2504009.650393
  nChanged 4
		SP:Iteration 53Q (89559.460000 sec): 3 clusters
  Score: Raw -2507296.530087 + Penalty 3284.323814 = -2504012.206272
  nChanged 3
		SP:Iteration 54Q (89559.790000 sec): 3 clusters
  Score: Raw -2507297.685015 + Penalty 3284.323814 = -2504013.361201
  nChanged 4
		SP:Iteration 55Q (89560.060000 sec): 3 clusters
  Score: Raw -2507299.657785 + Penalty 3284.323814 = -2504015.333971
  nChanged 4
		SP:Iteration 56Q (89560.390000 sec): 3 clusters
  Score: Raw -2507301.759736 + Penalty 3284.323814 = -2504017.435922
  nChanged 1
		SP:Iteration 57Q (89560.670000 sec): 3 clusters
  Score: Raw -2507302.019438 + Penalty 3284.323814 = -2504017.695624
  nChanged 0
		SP:Iteration 58F (89560.980000 sec): 3 clusters
  Score: Raw -2507302.019438 + Penalty 3284.323814 = -2504017.695624
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 7 (24262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89561.190000 sec): 2 clusters
  Score: Raw -2637865.465307 + Penalty 1640.708326 = -2636224.756982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89561.500000 sec): 3 clusters
  Score: Raw -2623196.630156 + Penalty 3281.416651 = -2619915.213505
  nChanged 10869
		SP:Iteration 1F (89561.810000 sec): 3 clusters
  Score: Raw -2629150.546836 + Penalty 3281.416651 = -2625869.130185
  nChanged 1209
		SP:Iteration 2Q (89562.150000 sec): 3 clusters
  Score: Raw -2629620.082137 + Penalty 3281.416651 = -2626338.665486
  nChanged 1166
		SP:Iteration 3Q (89562.430000 sec): 3 clusters
  Score: Raw -2630108.383594 + Penalty 3281.416651 = -2626826.966942
  nChanged 1243
		SP:Iteration 4F (89562.750000 sec): 3 clusters
  Score: Raw -2630723.120874 + Penalty 3281.416651 = -2627441.704222
  nChanged 1436
		SP:Iteration 5F (89563.090000 sec): 3 clusters
  Score: Raw -2631578.325879 + Penalty 3281.416651 = -2628296.909227
  nChanged 1686
		SP:Iteration 6F (89563.390000 sec): 3 clusters
  Score: Raw -2632825.201275 + Penalty 3281.416651 = -2629543.784624
  nChanged 1919
		SP:Iteration 7F (89563.720000 sec): 3 clusters
  Score: Raw -2634502.076842 + Penalty 3281.416651 = -2631220.660191
  nChanged 1692
		SP:Iteration 8F (89564.080000 sec): 3 clusters
  Score: Raw -2636087.789281 + Penalty 3281.416651 = -2632806.372630
  nChanged 1074
		SP:Iteration 9Q (89564.420000 sec): 3 clusters
  Score: Raw -2637091.866621 + Penalty 3281.416651 = -2633810.449969
  nChanged 561
		SP:Iteration 10Q (89564.710000 sec): 3 clusters
  Score: Raw -2637595.517301 + Penalty 3281.416651 = -2634314.100650
  nChanged 272
		SP:Iteration 11Q (89565.030000 sec): 3 clusters
  Score: Raw -2637833.270544 + Penalty 3281.416651 = -2634551.853893
  nChanged 123
		SP:Iteration 12Q (89565.370000 sec): 3 clusters
  Score: Raw -2637950.392147 + Penalty 3281.416651 = -2634668.975496
  nChanged 64
		SP:Iteration 13Q (89565.680000 sec): 3 clusters
  Score: Raw -2638020.774379 + Penalty 3281.416651 = -2634739.357728
  nChanged 38
		SP:Iteration 14Q (89566.010000 sec): 3 clusters
  Score: Raw -2638056.941458 + Penalty 3281.416651 = -2634775.524807
  nChanged 21
		SP:Iteration 15Q (89566.330000 sec): 3 clusters
  Score: Raw -2638072.779302 + Penalty 3281.416651 = -2634791.362651
  nChanged 15
		SP:Iteration 16Q (89566.630000 sec): 3 clusters
  Score: Raw -2638087.626332 + Penalty 3281.416651 = -2634806.209681
  nChanged 7
		SP:Iteration 17Q (89566.990000 sec): 3 clusters
  Score: Raw -2638094.639797 + Penalty 3281.416651 = -2634813.223146
  nChanged 6
		SP:Iteration 18Q (89567.260000 sec): 3 clusters
  Score: Raw -2638101.052062 + Penalty 3281.416651 = -2634819.635411
  nChanged 7
		SP:Iteration 19Q (89567.600000 sec): 3 clusters
  Score: Raw -2638111.341386 + Penalty 3281.416651 = -2634829.924735
  nChanged 5
		SP:Iteration 20F (89567.910000 sec): 3 clusters
  Score: Raw -2638115.816451 + Penalty 3281.416651 = -2634834.399799
  nChanged 3
		SP:Iteration 21Q (89568.170000 sec): 3 clusters
  Score: Raw -2638120.298092 + Penalty 3281.416651 = -2634838.881440
  nChanged 3
		SP:Iteration 22Q (89568.470000 sec): 3 clusters
  Score: Raw -2638123.769562 + Penalty 3281.416651 = -2634842.352910
  nChanged 1
		SP:Iteration 23Q (89568.860000 sec): 3 clusters
  Score: Raw -2638124.108313 + Penalty 3281.416651 = -2634842.691661
  nChanged 0
		SP:Iteration 24F (89569.210000 sec): 3 clusters
  Score: Raw -2638124.108313 + Penalty 3281.416651 = -2634842.691661
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 8 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89569.350000 sec): 2 clusters
  Score: Raw -349271.370551 + Penalty 1314.391293 = -347956.979258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89569.500000 sec): 3 clusters
  Score: Raw -347719.657791 + Penalty 2628.782587 = -345090.875204
  nChanged 1259
		SP:Iteration 1F (89569.690000 sec): 3 clusters
  Score: Raw -348424.339577 + Penalty 2628.782587 = -345795.556991
  nChanged 233
		SP:Iteration 2F (89569.910000 sec): 3 clusters
  Score: Raw -348584.941756 + Penalty 2628.782587 = -345956.159169
  nChanged 187
		SP:Iteration 3F (89570.070000 sec): 3 clusters
  Score: Raw -348739.619362 + Penalty 2628.782587 = -346110.836775
  nChanged 177
		SP:Iteration 4F (89570.270000 sec): 3 clusters
  Score: Raw -348889.390933 + Penalty 2628.782587 = -346260.608346
  nChanged 183
		SP:Iteration 5F (89570.450000 sec): 3 clusters
  Score: Raw -349031.713824 + Penalty 2628.782587 = -346402.931237
  nChanged 156
		SP:Iteration 6Q (89570.610000 sec): 3 clusters
  Score: Raw -349128.314130 + Penalty 2628.782587 = -346499.531544
  nChanged 106
		SP:Iteration 7Q (89570.790000 sec): 3 clusters
  Score: Raw -349194.498772 + Penalty 2628.782587 = -346565.716185
  nChanged 85
		SP:Iteration 8Q (89571.000000 sec): 3 clusters
  Score: Raw -349239.378459 + Penalty 2628.782587 = -346610.595872
  nChanged 61
		SP:Iteration 9Q (89571.180000 sec): 3 clusters
  Score: Raw -349273.322638 + Penalty 2628.782587 = -346644.540051
  nChanged 64
		SP:Iteration 10Q (89571.340000 sec): 3 clusters
  Score: Raw -349302.076493 + Penalty 2628.782587 = -346673.293906
  nChanged 43
		SP:Iteration 11Q (89571.540000 sec): 3 clusters
  Score: Raw -349320.519944 + Penalty 2628.782587 = -346691.737357
  nChanged 36
		SP:Iteration 12Q (89571.740000 sec): 3 clusters
  Score: Raw -349334.422483 + Penalty 2628.782587 = -346705.639896
  nChanged 34
		SP:Iteration 13Q (89571.890000 sec): 3 clusters
  Score: Raw -349349.641049 + Penalty 2628.782587 = -346720.858462
  nChanged 28
		SP:Iteration 14Q (89572.040000 sec): 3 clusters
  Score: Raw -349358.052276 + Penalty 2628.782587 = -346729.269689
  nChanged 14
		SP:Iteration 15Q (89572.180000 sec): 3 clusters
  Score: Raw -349361.041993 + Penalty 2628.782587 = -346732.259407
  nChanged 4
		SP:Iteration 16Q (89572.340000 sec): 3 clusters
  Score: Raw -349362.786678 + Penalty 2628.782587 = -346734.004091
  nChanged 7
		SP:Iteration 17Q (89572.530000 sec): 3 clusters
  Score: Raw -349364.162567 + Penalty 2628.782587 = -346735.379980
  nChanged 3
		SP:Iteration 18Q (89572.690000 sec): 3 clusters
  Score: Raw -349365.526204 + Penalty 2628.782587 = -346736.743617
  nChanged 6
		SP:Iteration 19Q (89572.810000 sec): 3 clusters
  Score: Raw -349368.001249 + Penalty 2628.782587 = -346739.218662
  nChanged 6
		SP:Iteration 20F (89573.020000 sec): 3 clusters
  Score: Raw -349370.083376 + Penalty 2628.782587 = -346741.300789
  nChanged 11
		SP:Iteration 21Q (89573.210000 sec): 3 clusters
  Score: Raw -349373.441583 + Penalty 2628.782587 = -346744.658996
  nChanged 16
		SP:Iteration 22Q (89573.330000 sec): 3 clusters
  Score: Raw -349378.050555 + Penalty 2628.782587 = -346749.267968
  nChanged 8
		SP:Iteration 23Q (89573.520000 sec): 3 clusters
  Score: Raw -349381.826362 + Penalty 2628.782587 = -346753.043775
  nChanged 9
		SP:Iteration 24Q (89573.660000 sec): 3 clusters
  Score: Raw -349384.151160 + Penalty 2628.782587 = -346755.368573
  nChanged 4
		SP:Iteration 25Q (89573.880000 sec): 3 clusters
  Score: Raw -349385.016993 + Penalty 2628.782587 = -346756.234406
  nChanged 6
		SP:Iteration 26Q (89574.040000 sec): 3 clusters
  Score: Raw -349387.133508 + Penalty 2628.782587 = -346758.350921
  nChanged 4
		SP:Iteration 27Q (89574.260000 sec): 3 clusters
  Score: Raw -349388.151357 + Penalty 2628.782587 = -346759.368771
  nChanged 2
		SP:Iteration 28Q (89574.410000 sec): 3 clusters
  Score: Raw -349388.446674 + Penalty 2628.782587 = -346759.664088
  nChanged 3
		SP:Iteration 29Q (89574.580000 sec): 3 clusters
  Score: Raw -349389.014200 + Penalty 2628.782587 = -346760.231613
  nChanged 2
		SP:Iteration 30Q (89574.740000 sec): 3 clusters
  Score: Raw -349389.433767 + Penalty 2628.782587 = -346760.651180
  nChanged 2
		SP:Iteration 31Q (89574.880000 sec): 3 clusters
  Score: Raw -349389.809825 + Penalty 2628.782587 = -346761.027238
  nChanged 1
		SP:Iteration 32Q (89575.050000 sec): 3 clusters
  Score: Raw -349390.020203 + Penalty 2628.782587 = -346761.237616
  nChanged 2
		SP:Iteration 33Q (89575.230000 sec): 3 clusters
  Score: Raw -349390.412308 + Penalty 2628.782587 = -346761.629722
  nChanged 4
		SP:Iteration 34Q (89575.410000 sec): 3 clusters
  Score: Raw -349391.812377 + Penalty 2628.782587 = -346763.029791
  nChanged 4
		SP:Iteration 35Q (89575.620000 sec): 3 clusters
  Score: Raw -349393.481436 + Penalty 2628.782587 = -346764.698850
  nChanged 5
		SP:Iteration 36Q (89575.790000 sec): 3 clusters
  Score: Raw -349395.550821 + Penalty 2628.782587 = -346766.768234
  nChanged 11
		SP:Iteration 37Q (89575.960000 sec): 3 clusters
  Score: Raw -349400.100725 + Penalty 2628.782587 = -346771.318138
  nChanged 6
		SP:Iteration 38Q (89576.150000 sec): 3 clusters
  Score: Raw -349402.676062 + Penalty 2628.782587 = -346773.893475
  nChanged 8
		SP:Iteration 39Q (89576.340000 sec): 3 clusters
  Score: Raw -349405.143065 + Penalty 2628.782587 = -346776.360478
  nChanged 7
		SP:Iteration 40F (89576.530000 sec): 3 clusters
  Score: Raw -349407.345853 + Penalty 2628.782587 = -346778.563266
  nChanged 6
		SP:Iteration 41Q (89576.710000 sec): 3 clusters
  Score: Raw -349408.642342 + Penalty 2628.782587 = -346779.859755
  nChanged 7
		SP:Iteration 42Q (89576.830000 sec): 3 clusters
  Score: Raw -349409.871093 + Penalty 2628.782587 = -346781.088506
  nChanged 7
		SP:Iteration 43Q (89577.000000 sec): 3 clusters
  Score: Raw -349412.386765 + Penalty 2628.782587 = -346783.604179
  nChanged 10
		SP:Iteration 44Q (89577.190000 sec): 3 clusters
  Score: Raw -349414.425175 + Penalty 2628.782587 = -346785.642588
  nChanged 7
		SP:Iteration 45Q (89577.380000 sec): 3 clusters
  Score: Raw -349416.119430 + Penalty 2628.782587 = -346787.336843
  nChanged 7
		SP:Iteration 46Q (89577.570000 sec): 3 clusters
  Score: Raw -349417.774230 + Penalty 2628.782587 = -346788.991644
  nChanged 7
		SP:Iteration 47Q (89577.740000 sec): 3 clusters
  Score: Raw -349419.937857 + Penalty 2628.782587 = -346791.155270
  nChanged 3
		SP:Iteration 48Q (89577.970000 sec): 3 clusters
  Score: Raw -349420.513756 + Penalty 2628.782587 = -346791.731169
  nChanged 3
		SP:Iteration 49Q (89578.150000 sec): 3 clusters
  Score: Raw -349421.218232 + Penalty 2628.782587 = -346792.435645
  nChanged 2
		SP:Iteration 50Q (89578.350000 sec): 3 clusters
  Score: Raw -349421.637753 + Penalty 2628.782587 = -346792.855167
  nChanged 2
		SP:Iteration 51Q (89578.510000 sec): 3 clusters
  Score: Raw -349422.170012 + Penalty 2628.782587 = -346793.387425
  nChanged 1
		SP:Iteration 52Q (89578.680000 sec): 3 clusters
  Score: Raw -349422.393067 + Penalty 2628.782587 = -346793.610480
  nChanged 1
		SP:Iteration 53Q (89578.890000 sec): 3 clusters
  Score: Raw -349422.564860 + Penalty 2628.782587 = -346793.782274
  nChanged 1
		SP:Iteration 54Q (89579.070000 sec): 3 clusters
  Score: Raw -349422.756842 + Penalty 2628.782587 = -346793.974256
  nChanged 0
		SP:Iteration 55F (89579.210000 sec): 3 clusters
  Score: Raw -349422.756842 + Penalty 2628.782587 = -346793.974256
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 9 (4783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89579.330000 sec): 2 clusters
  Score: Raw -479730.607980 + Penalty 1376.833777 = -478353.774203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89579.520000 sec): 3 clusters
  Score: Raw -477325.849796 + Penalty 2753.667554 = -474572.182242
  nChanged 1932
		SP:Iteration 1F (89579.670000 sec): 3 clusters
  Score: Raw -478515.018979 + Penalty 2753.667554 = -475761.351425
  nChanged 340
		SP:Iteration 2F (89579.910000 sec): 3 clusters
  Score: Raw -478716.844099 + Penalty 2753.667554 = -475963.176545
  nChanged 257
		SP:Iteration 3F (89580.070000 sec): 3 clusters
  Score: Raw -478872.743755 + Penalty 2753.667554 = -476119.076201
  nChanged 218
		SP:Iteration 4Q (89580.270000 sec): 3 clusters
  Score: Raw -478993.992634 + Penalty 2753.667554 = -476240.325080
  nChanged 179
		SP:Iteration 5Q (89580.460000 sec): 3 clusters
  Score: Raw -479072.969030 + Penalty 2753.667554 = -476319.301476
  nChanged 158
		SP:Iteration 6Q (89580.650000 sec): 3 clusters
  Score: Raw -479164.768871 + Penalty 2753.667554 = -476411.101317
  nChanged 148
		SP:Iteration 7Q (89580.870000 sec): 3 clusters
  Score: Raw -479242.509971 + Penalty 2753.667554 = -476488.842417
  nChanged 121
		SP:Iteration 8Q (89581.080000 sec): 3 clusters
  Score: Raw -479301.949588 + Penalty 2753.667554 = -476548.282034
  nChanged 107
		SP:Iteration 9Q (89581.260000 sec): 3 clusters
  Score: Raw -479349.880139 + Penalty 2753.667554 = -476596.212585
  nChanged 100
		SP:Iteration 10Q (89581.430000 sec): 3 clusters
  Score: Raw -479389.311488 + Penalty 2753.667554 = -476635.643934
  nChanged 76
		SP:Iteration 11Q (89581.660000 sec): 3 clusters
  Score: Raw -479413.831211 + Penalty 2753.667554 = -476660.163657
  nChanged 70
		SP:Iteration 12Q (89581.860000 sec): 3 clusters
  Score: Raw -479446.804631 + Penalty 2753.667554 = -476693.137076
  nChanged 62
		SP:Iteration 13Q (89582.030000 sec): 3 clusters
  Score: Raw -479476.512459 + Penalty 2753.667554 = -476722.844905
  nChanged 64
		SP:Iteration 14Q (89582.270000 sec): 3 clusters
  Score: Raw -479504.002227 + Penalty 2753.667554 = -476750.334673
  nChanged 63
		SP:Iteration 15Q (89582.430000 sec): 3 clusters
  Score: Raw -479530.908405 + Penalty 2753.667554 = -476777.240851
  nChanged 61
		SP:Iteration 16Q (89582.660000 sec): 3 clusters
  Score: Raw -479562.191558 + Penalty 2753.667554 = -476808.524004
  nChanged 60
		SP:Iteration 17Q (89582.850000 sec): 3 clusters
  Score: Raw -479589.091873 + Penalty 2753.667554 = -476835.424319
  nChanged 57
		SP:Iteration 18Q (89583.020000 sec): 3 clusters
  Score: Raw -479608.623584 + Penalty 2753.667554 = -476854.956030
  nChanged 64
		SP:Iteration 19Q (89583.190000 sec): 3 clusters
  Score: Raw -479636.112441 + Penalty 2753.667554 = -476882.444887
  nChanged 68
		SP:Iteration 20F (89583.420000 sec): 3 clusters
  Score: Raw -479664.629944 + Penalty 2753.667554 = -476910.962390
  nChanged 63
		SP:Iteration 21Q (89583.540000 sec): 3 clusters
  Score: Raw -479695.529088 + Penalty 2753.667554 = -476941.861534
  nChanged 65
		SP:Iteration 22Q (89583.740000 sec): 3 clusters
  Score: Raw -479736.814444 + Penalty 2753.667554 = -476983.146890
  nChanged 67
		SP:Iteration 23Q (89583.930000 sec): 3 clusters
  Score: Raw -479773.203446 + Penalty 2753.667554 = -477019.535892
  nChanged 68
		SP:Iteration 24Q (89584.130000 sec): 3 clusters
  Score: Raw -479802.304543 + Penalty 2753.667554 = -477048.636989
  nChanged 51
		SP:Iteration 25Q (89584.270000 sec): 3 clusters
  Score: Raw -479820.167540 + Penalty 2753.667554 = -477066.499986
  nChanged 50
		SP:Iteration 26Q (89584.490000 sec): 3 clusters
  Score: Raw -479838.071292 + Penalty 2753.667554 = -477084.403738
  nChanged 49
		SP:Iteration 27Q (89584.720000 sec): 3 clusters
  Score: Raw -479859.344077 + Penalty 2753.667554 = -477105.676523
  nChanged 50
		SP:Iteration 28Q (89584.840000 sec): 3 clusters
  Score: Raw -479879.566213 + Penalty 2753.667554 = -477125.898659
  nChanged 51
		SP:Iteration 29Q (89585.050000 sec): 3 clusters
  Score: Raw -479897.864684 + Penalty 2753.667554 = -477144.197130
  nChanged 38
		SP:Iteration 30Q (89585.220000 sec): 3 clusters
  Score: Raw -479912.000559 + Penalty 2753.667554 = -477158.333005
  nChanged 44
		SP:Iteration 31Q (89585.380000 sec): 3 clusters
  Score: Raw -479935.896551 + Penalty 2753.667554 = -477182.228997
  nChanged 50
		SP:Iteration 32Q (89585.600000 sec): 3 clusters
  Score: Raw -479960.230012 + Penalty 2753.667554 = -477206.562458
  nChanged 47
		SP:Iteration 33Q (89585.760000 sec): 3 clusters
  Score: Raw -479980.859482 + Penalty 2753.667554 = -477227.191928
  nChanged 44
		SP:Iteration 34Q (89585.970000 sec): 3 clusters
  Score: Raw -480001.216137 + Penalty 2753.667554 = -477247.548583
  nChanged 38
		SP:Iteration 35Q (89586.170000 sec): 3 clusters
  Score: Raw -480017.980123 + Penalty 2753.667554 = -477264.312569
  nChanged 25
		SP:Iteration 36Q (89586.380000 sec): 3 clusters
  Score: Raw -480027.648545 + Penalty 2753.667554 = -477273.980991
  nChanged 20
		SP:Iteration 37Q (89586.530000 sec): 3 clusters
  Score: Raw -480033.222971 + Penalty 2753.667554 = -477279.555417
  nChanged 13
		SP:Iteration 38Q (89586.730000 sec): 3 clusters
  Score: Raw -480036.907541 + Penalty 2753.667554 = -477283.239987
  nChanged 17
		SP:Iteration 39Q (89586.920000 sec): 3 clusters
  Score: Raw -480041.982125 + Penalty 2753.667554 = -477288.314571
  nChanged 13
		SP:Iteration 40F (89587.090000 sec): 3 clusters
  Score: Raw -480047.123456 + Penalty 2753.667554 = -477293.455902
  nChanged 11
		SP:Iteration 41Q (89587.250000 sec): 3 clusters
  Score: Raw -480053.279311 + Penalty 2753.667554 = -477299.611757
  nChanged 15
		SP:Iteration 42Q (89587.470000 sec): 3 clusters
  Score: Raw -480062.420748 + Penalty 2753.667554 = -477308.753194
  nChanged 19
		SP:Iteration 43Q (89587.650000 sec): 3 clusters
  Score: Raw -480073.140446 + Penalty 2753.667554 = -477319.472891
  nChanged 23
		SP:Iteration 44Q (89587.830000 sec): 3 clusters
  Score: Raw -480087.679704 + Penalty 2753.667554 = -477334.012149
  nChanged 21
		SP:Iteration 45Q (89588.040000 sec): 3 clusters
  Score: Raw -480096.763557 + Penalty 2753.667554 = -477343.096003
  nChanged 15
		SP:Iteration 46Q (89588.250000 sec): 3 clusters
  Score: Raw -480101.296279 + Penalty 2753.667554 = -477347.628725
  nChanged 7
		SP:Iteration 47Q (89588.440000 sec): 3 clusters
  Score: Raw -480103.406519 + Penalty 2753.667554 = -477349.738965
  nChanged 5
		SP:Iteration 48Q (89588.590000 sec): 3 clusters
  Score: Raw -480104.329010 + Penalty 2753.667554 = -477350.661456
  nChanged 3
		SP:Iteration 49Q (89588.820000 sec): 3 clusters
  Score: Raw -480104.763455 + Penalty 2753.667554 = -477351.095901
  nChanged 1
		SP:Iteration 50Q (89589.020000 sec): 3 clusters
  Score: Raw -480104.878189 + Penalty 2753.667554 = -477351.210635
  nChanged 0
		SP:Iteration 51F (89589.180000 sec): 3 clusters
  Score: Raw -480104.878189 + Penalty 2753.667554 = -477351.210635
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 10 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89589.320000 sec): 2 clusters
  Score: Raw -439401.419610 + Penalty 1355.401649 = -438046.017960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89589.500000 sec): 3 clusters
  Score: Raw -437300.862363 + Penalty 2710.803298 = -434590.059064
  nChanged 1676
		SP:Iteration 1F (89589.640000 sec): 3 clusters
  Score: Raw -438280.031357 + Penalty 2710.803298 = -435569.228059
  nChanged 348
		SP:Iteration 2F (89589.820000 sec): 3 clusters
  Score: Raw -438559.036212 + Penalty 2710.803298 = -435848.232914
  nChanged 292
		SP:Iteration 3F (89590.000000 sec): 3 clusters
  Score: Raw -438831.337122 + Penalty 2710.803298 = -436120.533824
  nChanged 290
		SP:Iteration 4F (89590.160000 sec): 3 clusters
  Score: Raw -439108.552640 + Penalty 2710.803298 = -436397.749341
  nChanged 268
		SP:Iteration 5F (89590.370000 sec): 3 clusters
  Score: Raw -439358.410703 + Penalty 2710.803298 = -436647.607404
  nChanged 227
		SP:Iteration 6F (89590.580000 sec): 3 clusters
  Score: Raw -439611.023354 + Penalty 2710.803298 = -436900.220055
  nChanged 172
		SP:Iteration 7Q (89590.770000 sec): 3 clusters
  Score: Raw -439821.987018 + Penalty 2710.803298 = -437111.183720
  nChanged 144
		SP:Iteration 8Q (89590.930000 sec): 3 clusters
  Score: Raw -439980.858622 + Penalty 2710.803298 = -437270.055323
  nChanged 112
		SP:Iteration 9Q (89591.120000 sec): 3 clusters
  Score: Raw -440083.055500 + Penalty 2710.803298 = -437372.252202
  nChanged 90
		SP:Iteration 10Q (89591.290000 sec): 3 clusters
  Score: Raw -440131.916159 + Penalty 2710.803298 = -437421.112860
  nChanged 66
		SP:Iteration 11Q (89591.530000 sec): 3 clusters
  Score: Raw -440167.840126 + Penalty 2710.803298 = -437457.036827
  nChanged 56
		SP:Iteration 12Q (89591.680000 sec): 3 clusters
  Score: Raw -440193.319824 + Penalty 2710.803298 = -437482.516525
  nChanged 40
		SP:Iteration 13Q (89591.890000 sec): 3 clusters
  Score: Raw -440212.652214 + Penalty 2710.803298 = -437501.848915
  nChanged 41
		SP:Iteration 14Q (89592.090000 sec): 3 clusters
  Score: Raw -440230.166050 + Penalty 2710.803298 = -437519.362751
  nChanged 27
		SP:Iteration 15Q (89592.220000 sec): 3 clusters
  Score: Raw -440242.381839 + Penalty 2710.803298 = -437531.578540
  nChanged 22
		SP:Iteration 16Q (89592.410000 sec): 3 clusters
  Score: Raw -440250.701004 + Penalty 2710.803298 = -437539.897706
  nChanged 18
		SP:Iteration 17Q (89592.590000 sec): 3 clusters
  Score: Raw -440254.684191 + Penalty 2710.803298 = -437543.880893
  nChanged 13
		SP:Iteration 18Q (89592.780000 sec): 3 clusters
  Score: Raw -440260.447054 + Penalty 2710.803298 = -437549.643756
  nChanged 13
		SP:Iteration 19Q (89592.950000 sec): 3 clusters
  Score: Raw -440265.423571 + Penalty 2710.803298 = -437554.620273
  nChanged 16
		SP:Iteration 20F (89593.110000 sec): 3 clusters
  Score: Raw -440271.307922 + Penalty 2710.803298 = -437560.504624
  nChanged 15
		SP:Iteration 21Q (89593.300000 sec): 3 clusters
  Score: Raw -440276.281946 + Penalty 2710.803298 = -437565.478648
  nChanged 15
		SP:Iteration 22Q (89593.510000 sec): 3 clusters
  Score: Raw -440282.085111 + Penalty 2710.803298 = -437571.281813
  nChanged 14
		SP:Iteration 23Q (89593.680000 sec): 3 clusters
  Score: Raw -440291.082824 + Penalty 2710.803298 = -437580.279525
  nChanged 20
		SP:Iteration 24Q (89593.810000 sec): 3 clusters
  Score: Raw -440301.011702 + Penalty 2710.803298 = -437590.208404
  nChanged 18
		SP:Iteration 25Q (89594.040000 sec): 3 clusters
  Score: Raw -440308.563636 + Penalty 2710.803298 = -437597.760337
  nChanged 24
		SP:Iteration 26Q (89594.220000 sec): 3 clusters
  Score: Raw -440317.682464 + Penalty 2710.803298 = -437606.879165
  nChanged 26
		SP:Iteration 27Q (89594.370000 sec): 3 clusters
  Score: Raw -440328.004165 + Penalty 2710.803298 = -437617.200867
  nChanged 25
		SP:Iteration 28Q (89594.540000 sec): 3 clusters
  Score: Raw -440338.070391 + Penalty 2710.803298 = -437627.267093
  nChanged 24
		SP:Iteration 29Q (89594.740000 sec): 3 clusters
  Score: Raw -440351.236001 + Penalty 2710.803298 = -437640.432702
  nChanged 16
		SP:Iteration 30Q (89594.910000 sec): 3 clusters
  Score: Raw -440356.074948 + Penalty 2710.803298 = -437645.271649
  nChanged 9
		SP:Iteration 31Q (89595.120000 sec): 3 clusters
  Score: Raw -440358.273194 + Penalty 2710.803298 = -437647.469895
  nChanged 10
		SP:Iteration 32Q (89595.300000 sec): 3 clusters
  Score: Raw -440363.222066 + Penalty 2710.803298 = -437652.418768
  nChanged 17
		SP:Iteration 33Q (89595.480000 sec): 3 clusters
  Score: Raw -440369.810581 + Penalty 2710.803298 = -437659.007283
  nChanged 16
		SP:Iteration 34Q (89595.660000 sec): 3 clusters
  Score: Raw -440376.487441 + Penalty 2710.803298 = -437665.684142
  nChanged 16
		SP:Iteration 35Q (89595.820000 sec): 3 clusters
  Score: Raw -440382.011035 + Penalty 2710.803298 = -437671.207736
  nChanged 17
		SP:Iteration 36Q (89595.980000 sec): 3 clusters
  Score: Raw -440389.962206 + Penalty 2710.803298 = -437679.158908
  nChanged 16
		SP:Iteration 37Q (89596.160000 sec): 3 clusters
  Score: Raw -440397.077369 + Penalty 2710.803298 = -437686.274071
  nChanged 19
		SP:Iteration 38Q (89596.350000 sec): 3 clusters
  Score: Raw -440409.300156 + Penalty 2710.803298 = -437698.496857
  nChanged 20
		SP:Iteration 39Q (89596.540000 sec): 3 clusters
  Score: Raw -440419.648843 + Penalty 2710.803298 = -437708.845545
  nChanged 19
		SP:Iteration 40F (89596.720000 sec): 3 clusters
  Score: Raw -440427.520546 + Penalty 2710.803298 = -437716.717248
  nChanged 11
		SP:Iteration 41Q (89596.960000 sec): 3 clusters
  Score: Raw -440430.183491 + Penalty 2710.803298 = -437719.380193
  nChanged 8
		SP:Iteration 42Q (89597.140000 sec): 3 clusters
  Score: Raw -440433.836489 + Penalty 2710.803298 = -437723.033191
  nChanged 8
		SP:Iteration 43Q (89597.340000 sec): 3 clusters
  Score: Raw -440436.818056 + Penalty 2710.803298 = -437726.014758
  nChanged 5
		SP:Iteration 44Q (89597.520000 sec): 3 clusters
  Score: Raw -440438.818962 + Penalty 2710.803298 = -437728.015663
  nChanged 5
		SP:Iteration 45Q (89597.680000 sec): 3 clusters
  Score: Raw -440439.569161 + Penalty 2710.803298 = -437728.765862
  nChanged 2
		SP:Iteration 46Q (89597.850000 sec): 3 clusters
  Score: Raw -440440.039888 + Penalty 2710.803298 = -437729.236590
  nChanged 0
		SP:Iteration 47F (89598.040000 sec): 3 clusters
  Score: Raw -440440.039888 + Penalty 2710.803298 = -437729.236590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 11 (6236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89598.200000 sec): 2 clusters
  Score: Raw -684626.134049 + Penalty 1419.940312 = -683206.193737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89598.380000 sec): 3 clusters
  Score: Raw -681245.065932 + Penalty 2839.880625 = -678405.185307
  nChanged 2595
		SP:Iteration 1F (89598.590000 sec): 3 clusters
  Score: Raw -682748.792202 + Penalty 2839.880625 = -679908.911577
  nChanged 446
		SP:Iteration 2F (89598.790000 sec): 3 clusters
  Score: Raw -682961.048694 + Penalty 2839.880625 = -680121.168069
  nChanged 300
		SP:Iteration 3Q (89598.970000 sec): 3 clusters
  Score: Raw -683096.112616 + Penalty 2839.880625 = -680256.231991
  nChanged 263
		SP:Iteration 4Q (89599.190000 sec): 3 clusters
  Score: Raw -683213.133624 + Penalty 2839.880625 = -680373.252999
  nChanged 220
		SP:Iteration 5Q (89599.390000 sec): 3 clusters
  Score: Raw -683314.442433 + Penalty 2839.880625 = -680474.561808
  nChanged 197
		SP:Iteration 6Q (89599.570000 sec): 3 clusters
  Score: Raw -683397.466850 + Penalty 2839.880625 = -680557.586225
  nChanged 196
		SP:Iteration 7Q (89599.770000 sec): 3 clusters
  Score: Raw -683475.741286 + Penalty 2839.880625 = -680635.860661
  nChanged 162
		SP:Iteration 8Q (89599.980000 sec): 3 clusters
  Score: Raw -683546.830137 + Penalty 2839.880625 = -680706.949512
  nChanged 152
		SP:Iteration 9Q (89600.170000 sec): 3 clusters
  Score: Raw -683613.687958 + Penalty 2839.880625 = -680773.807333
  nChanged 161
		SP:Iteration 10Q (89600.360000 sec): 3 clusters
  Score: Raw -683678.626738 + Penalty 2839.880625 = -680838.746113
  nChanged 149
		SP:Iteration 11Q (89600.570000 sec): 3 clusters
  Score: Raw -683750.433620 + Penalty 2839.880625 = -680910.552995
  nChanged 143
		SP:Iteration 12Q (89600.760000 sec): 3 clusters
  Score: Raw -683833.346198 + Penalty 2839.880625 = -680993.465573
  nChanged 161
		SP:Iteration 13Q (89600.940000 sec): 3 clusters
  Score: Raw -683927.408902 + Penalty 2839.880625 = -681087.528277
  nChanged 145
		SP:Iteration 14Q (89601.140000 sec): 3 clusters
  Score: Raw -684001.642265 + Penalty 2839.880625 = -681161.761640
  nChanged 138
		SP:Iteration 15Q (89601.340000 sec): 3 clusters
  Score: Raw -684075.326057 + Penalty 2839.880625 = -681235.445432
  nChanged 115
		SP:Iteration 16Q (89601.530000 sec): 3 clusters
  Score: Raw -684127.674416 + Penalty 2839.880625 = -681287.793792
  nChanged 115
		SP:Iteration 17Q (89601.670000 sec): 3 clusters
  Score: Raw -684172.156916 + Penalty 2839.880625 = -681332.276291
  nChanged 102
		SP:Iteration 18Q (89601.840000 sec): 3 clusters
  Score: Raw -684213.918669 + Penalty 2839.880625 = -681374.038045
  nChanged 103
		SP:Iteration 19Q (89602.100000 sec): 3 clusters
  Score: Raw -684255.110258 + Penalty 2839.880625 = -681415.229633
  nChanged 69
		SP:Iteration 20F (89602.280000 sec): 3 clusters
  Score: Raw -684278.367253 + Penalty 2839.880625 = -681438.486628
  nChanged 59
		SP:Iteration 21Q (89602.490000 sec): 3 clusters
  Score: Raw -684297.751223 + Penalty 2839.880625 = -681457.870598
  nChanged 48
		SP:Iteration 22Q (89602.650000 sec): 3 clusters
  Score: Raw -684314.060207 + Penalty 2839.880625 = -681474.179582
  nChanged 45
		SP:Iteration 23Q (89602.860000 sec): 3 clusters
  Score: Raw -684329.233066 + Penalty 2839.880625 = -681489.352441
  nChanged 55
		SP:Iteration 24Q (89603.020000 sec): 3 clusters
  Score: Raw -684351.743098 + Penalty 2839.880625 = -681511.862473
  nChanged 63
		SP:Iteration 25Q (89603.180000 sec): 3 clusters
  Score: Raw -684373.972922 + Penalty 2839.880625 = -681534.092297
  nChanged 53
		SP:Iteration 26Q (89603.380000 sec): 3 clusters
  Score: Raw -684397.336362 + Penalty 2839.880625 = -681557.455737
  nChanged 42
		SP:Iteration 27Q (89603.580000 sec): 3 clusters
  Score: Raw -684412.393238 + Penalty 2839.880625 = -681572.512613
  nChanged 43
		SP:Iteration 28Q (89603.820000 sec): 3 clusters
  Score: Raw -684431.564517 + Penalty 2839.880625 = -681591.683892
  nChanged 55
		SP:Iteration 29Q (89603.990000 sec): 3 clusters
  Score: Raw -684453.931086 + Penalty 2839.880625 = -681614.050461
  nChanged 46
		SP:Iteration 30Q (89604.180000 sec): 3 clusters
  Score: Raw -684470.197789 + Penalty 2839.880625 = -681630.317164
  nChanged 32
		SP:Iteration 31Q (89604.350000 sec): 3 clusters
  Score: Raw -684479.496955 + Penalty 2839.880625 = -681639.616330
  nChanged 29
		SP:Iteration 32Q (89604.530000 sec): 3 clusters
  Score: Raw -684487.696792 + Penalty 2839.880625 = -681647.816167
  nChanged 27
		SP:Iteration 33Q (89604.740000 sec): 3 clusters
  Score: Raw -684495.762528 + Penalty 2839.880625 = -681655.881904
  nChanged 30
		SP:Iteration 34Q (89604.950000 sec): 3 clusters
  Score: Raw -684504.129447 + Penalty 2839.880625 = -681664.248822
  nChanged 28
		SP:Iteration 35Q (89605.120000 sec): 3 clusters
  Score: Raw -684512.533077 + Penalty 2839.880625 = -681672.652453
  nChanged 26
		SP:Iteration 36Q (89605.310000 sec): 3 clusters
  Score: Raw -684520.539851 + Penalty 2839.880625 = -681680.659226
  nChanged 30
		SP:Iteration 37Q (89605.430000 sec): 3 clusters
  Score: Raw -684529.671134 + Penalty 2839.880625 = -681689.790509
  nChanged 29
		SP:Iteration 38Q (89605.580000 sec): 3 clusters
  Score: Raw -684539.671377 + Penalty 2839.880625 = -681699.790752
  nChanged 36
		SP:Iteration 39Q (89605.750000 sec): 3 clusters
  Score: Raw -684557.188916 + Penalty 2839.880625 = -681717.308291
  nChanged 38
		SP:Iteration 40F (89605.910000 sec): 3 clusters
  Score: Raw -684573.086977 + Penalty 2839.880625 = -681733.206352
  nChanged 37
		SP:Iteration 41Q (89606.110000 sec): 3 clusters
  Score: Raw -684592.970259 + Penalty 2839.880625 = -681753.089634
  nChanged 41
		SP:Iteration 42Q (89606.290000 sec): 3 clusters
  Score: Raw -684609.819032 + Penalty 2839.880625 = -681769.938407
  nChanged 33
		SP:Iteration 43Q (89606.470000 sec): 3 clusters
  Score: Raw -684626.583392 + Penalty 2839.880625 = -681786.702767
  nChanged 35
		SP:Iteration 44Q (89606.650000 sec): 3 clusters
  Score: Raw -684644.127275 + Penalty 2839.880625 = -681804.246650
  nChanged 38
		SP:Iteration 45Q (89606.840000 sec): 3 clusters
  Score: Raw -684659.377129 + Penalty 2839.880625 = -681819.496505
  nChanged 31
		SP:Iteration 46Q (89606.990000 sec): 3 clusters
  Score: Raw -684671.312749 + Penalty 2839.880625 = -681831.432124
  nChanged 32
		SP:Iteration 47Q (89607.220000 sec): 3 clusters
  Score: Raw -684683.341641 + Penalty 2839.880625 = -681843.461016
  nChanged 35
		SP:Iteration 48Q (89607.440000 sec): 3 clusters
  Score: Raw -684699.995902 + Penalty 2839.880625 = -681860.115277
  nChanged 27
		SP:Iteration 49Q (89607.620000 sec): 3 clusters
  Score: Raw -684710.197035 + Penalty 2839.880625 = -681870.316410
  nChanged 21
		SP:Iteration 50Q (89607.760000 sec): 3 clusters
  Score: Raw -684717.083396 + Penalty 2839.880625 = -681877.202771
  nChanged 11
		SP:Iteration 51Q (89607.940000 sec): 3 clusters
  Score: Raw -684721.825460 + Penalty 2839.880625 = -681881.944835
  nChanged 12
		SP:Iteration 52Q (89608.140000 sec): 3 clusters
  Score: Raw -684725.766041 + Penalty 2839.880625 = -681885.885416
  nChanged 6
		SP:Iteration 53Q (89608.360000 sec): 3 clusters
  Score: Raw -684728.824701 + Penalty 2839.880625 = -681888.944076
  nChanged 8
		SP:Iteration 54Q (89608.490000 sec): 3 clusters
  Score: Raw -684732.848971 + Penalty 2839.880625 = -681892.968347
  nChanged 5
		SP:Iteration 55Q (89608.740000 sec): 3 clusters
  Score: Raw -684734.523869 + Penalty 2839.880625 = -681894.643244
  nChanged 4
		SP:Iteration 56Q (89608.920000 sec): 3 clusters
  Score: Raw -684735.418782 + Penalty 2839.880625 = -681895.538157
  nChanged 4
		SP:Iteration 57Q (89609.160000 sec): 3 clusters
  Score: Raw -684736.701854 + Penalty 2839.880625 = -681896.821229
  nChanged 4
		SP:Iteration 58Q (89609.310000 sec): 3 clusters
  Score: Raw -684738.400540 + Penalty 2839.880625 = -681898.519916
  nChanged 5
		SP:Iteration 59Q (89609.510000 sec): 3 clusters
  Score: Raw -684740.455745 + Penalty 2839.880625 = -681900.575120
  nChanged 5
		SP:Iteration 60F (89609.720000 sec): 3 clusters
  Score: Raw -684742.270402 + Penalty 2839.880625 = -681902.389777
  nChanged 6
		SP:Iteration 61Q (89609.940000 sec): 3 clusters
  Score: Raw -684744.091067 + Penalty 2839.880625 = -681904.210443
  nChanged 6
		SP:Iteration 62Q (89610.110000 sec): 3 clusters
  Score: Raw -684747.172635 + Penalty 2839.880625 = -681907.292010
  nChanged 12
		SP:Iteration 63Q (89610.290000 sec): 3 clusters
  Score: Raw -684752.896789 + Penalty 2839.880625 = -681913.016164
  nChanged 17
		SP:Iteration 64Q (89610.480000 sec): 3 clusters
  Score: Raw -684764.581499 + Penalty 2839.880625 = -681924.700874
  nChanged 26
		SP:Iteration 65Q (89610.720000 sec): 3 clusters
  Score: Raw -684780.412550 + Penalty 2839.880625 = -681940.531925
  nChanged 22
		SP:Iteration 66Q (89610.930000 sec): 3 clusters
  Score: Raw -684791.491889 + Penalty 2839.880625 = -681951.611265
  nChanged 24
		SP:Iteration 67Q (89611.140000 sec): 3 clusters
  Score: Raw -684802.022272 + Penalty 2839.880625 = -681962.141648
  nChanged 18
		SP:Iteration 68Q (89611.320000 sec): 3 clusters
  Score: Raw -684810.109647 + Penalty 2839.880625 = -681970.229022
  nChanged 14
		SP:Iteration 69Q (89611.510000 sec): 3 clusters
  Score: Raw -684819.163931 + Penalty 2839.880625 = -681979.283306
  nChanged 16
		SP:Iteration 70Q (89611.710000 sec): 3 clusters
  Score: Raw -684830.685764 + Penalty 2839.880625 = -681990.805139
  nChanged 20
		SP:Iteration 71Q (89611.920000 sec): 3 clusters
  Score: Raw -684842.298256 + Penalty 2839.880625 = -682002.417631
  nChanged 18
		SP:Iteration 72Q (89612.080000 sec): 3 clusters
  Score: Raw -684850.635601 + Penalty 2839.880625 = -682010.754976
  nChanged 15
		SP:Iteration 73Q (89612.290000 sec): 3 clusters
  Score: Raw -684859.024365 + Penalty 2839.880625 = -682019.143740
  nChanged 13
		SP:Iteration 74Q (89612.490000 sec): 3 clusters
  Score: Raw -684865.039617 + Penalty 2839.880625 = -682025.158992
  nChanged 9
		SP:Iteration 75Q (89612.710000 sec): 3 clusters
  Score: Raw -684871.042097 + Penalty 2839.880625 = -682031.161472
  nChanged 5
		SP:Iteration 76Q (89612.910000 sec): 3 clusters
  Score: Raw -684872.929098 + Penalty 2839.880625 = -682033.048474
  nChanged 2
		SP:Iteration 77Q (89613.110000 sec): 3 clusters
  Score: Raw -684873.603679 + Penalty 2839.880625 = -682033.723055
  nChanged 1
		SP:Iteration 78Q (89613.300000 sec): 3 clusters
  Score: Raw -684874.206379 + Penalty 2839.880625 = -682034.325755
  nChanged 2
		SP:Iteration 79Q (89613.490000 sec): 3 clusters
  Score: Raw -684876.747464 + Penalty 2839.880625 = -682036.866839
  nChanged 8
		SP:Iteration 80F (89613.680000 sec): 3 clusters
  Score: Raw -684881.147557 + Penalty 2839.880625 = -682041.266932
  nChanged 6
		SP:Iteration 81Q (89613.860000 sec): 3 clusters
  Score: Raw -684884.124157 + Penalty 2839.880625 = -682044.243532
  nChanged 2
		SP:Iteration 82Q (89614.070000 sec): 3 clusters
  Score: Raw -684884.693621 + Penalty 2839.880625 = -682044.812997
  nChanged 1
		SP:Iteration 83Q (89614.290000 sec): 3 clusters
  Score: Raw -684884.996501 + Penalty 2839.880625 = -682045.115876
  nChanged 2
		SP:Iteration 84Q (89614.450000 sec): 3 clusters
  Score: Raw -684885.829211 + Penalty 2839.880625 = -682045.948586
  nChanged 4
		SP:Iteration 85Q (89614.630000 sec): 3 clusters
  Score: Raw -684887.820492 + Penalty 2839.880625 = -682047.939867
  nChanged 0
		SP:Iteration 86F (89614.850000 sec): 3 clusters
  Score: Raw -684887.820492 + Penalty 2839.880625 = -682047.939867
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 12 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89614.950000 sec): 2 clusters
  Score: Raw -325627.468760 + Penalty 1321.803319 = -324305.665441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89615.100000 sec): 3 clusters
  Score: Raw -324097.764393 + Penalty 2643.606638 = -321454.157755
  nChanged 1292
		SP:Iteration 1F (89615.260000 sec): 3 clusters
  Score: Raw -325185.978197 + Penalty 2643.606638 = -322542.371559
  nChanged 380
		SP:Iteration 2F (89615.440000 sec): 3 clusters
  Score: Raw -325641.605973 + Penalty 2643.606638 = -322997.999334
  nChanged 302
		SP:Iteration 3F (89615.660000 sec): 3 clusters
  Score: Raw -325973.364950 + Penalty 2643.606638 = -323329.758312
  nChanged 223
		SP:Iteration 4F (89615.820000 sec): 3 clusters
  Score: Raw -326218.829254 + Penalty 2643.606638 = -323575.222616
  nChanged 177
		SP:Iteration 5F (89615.990000 sec): 3 clusters
  Score: Raw -326370.563135 + Penalty 2643.606638 = -323726.956496
  nChanged 85
		SP:Iteration 6Q (89616.180000 sec): 3 clusters
  Score: Raw -326428.654852 + Penalty 2643.606638 = -323785.048214
  nChanged 64
		SP:Iteration 7Q (89616.300000 sec): 3 clusters
  Score: Raw -326462.006916 + Penalty 2643.606638 = -323818.400277
  nChanged 38
		SP:Iteration 8Q (89616.430000 sec): 3 clusters
  Score: Raw -326476.663892 + Penalty 2643.606638 = -323833.057253
  nChanged 26
		SP:Iteration 9Q (89616.600000 sec): 3 clusters
  Score: Raw -326484.403056 + Penalty 2643.606638 = -323840.796417
  nChanged 23
		SP:Iteration 10Q (89616.790000 sec): 3 clusters
  Score: Raw -326494.624492 + Penalty 2643.606638 = -323851.017854
  nChanged 15
		SP:Iteration 11Q (89616.940000 sec): 3 clusters
  Score: Raw -326499.819196 + Penalty 2643.606638 = -323856.212558
  nChanged 8
		SP:Iteration 12Q (89617.180000 sec): 3 clusters
  Score: Raw -326502.041940 + Penalty 2643.606638 = -323858.435301
  nChanged 8
		SP:Iteration 13Q (89617.350000 sec): 3 clusters
  Score: Raw -326504.137346 + Penalty 2643.606638 = -323860.530708
  nChanged 6
		SP:Iteration 14Q (89617.510000 sec): 3 clusters
  Score: Raw -326506.862879 + Penalty 2643.606638 = -323863.256240
  nChanged 11
		SP:Iteration 15Q (89617.700000 sec): 3 clusters
  Score: Raw -326509.879014 + Penalty 2643.606638 = -323866.272375
  nChanged 8
		SP:Iteration 16Q (89617.840000 sec): 3 clusters
  Score: Raw -326511.334639 + Penalty 2643.606638 = -323867.728000
  nChanged 10
		SP:Iteration 17Q (89618.010000 sec): 3 clusters
  Score: Raw -326513.642315 + Penalty 2643.606638 = -323870.035677
  nChanged 8
		SP:Iteration 18Q (89618.200000 sec): 3 clusters
  Score: Raw -326515.371152 + Penalty 2643.606638 = -323871.764513
  nChanged 7
		SP:Iteration 19Q (89618.370000 sec): 3 clusters
  Score: Raw -326517.288688 + Penalty 2643.606638 = -323873.682049
  nChanged 8
		SP:Iteration 20F (89618.550000 sec): 3 clusters
  Score: Raw -326520.081228 + Penalty 2643.606638 = -323876.474589
  nChanged 13
		SP:Iteration 21Q (89618.730000 sec): 3 clusters
  Score: Raw -326525.948508 + Penalty 2643.606638 = -323882.341869
  nChanged 13
		SP:Iteration 22Q (89618.950000 sec): 3 clusters
  Score: Raw -326530.711502 + Penalty 2643.606638 = -323887.104863
  nChanged 13
		SP:Iteration 23Q (89619.110000 sec): 3 clusters
  Score: Raw -326535.190064 + Penalty 2643.606638 = -323891.583426
  nChanged 12
		SP:Iteration 24Q (89619.260000 sec): 3 clusters
  Score: Raw -326538.410327 + Penalty 2643.606638 = -323894.803688
  nChanged 13
		SP:Iteration 25Q (89619.420000 sec): 3 clusters
  Score: Raw -326541.773960 + Penalty 2643.606638 = -323898.167322
  nChanged 17
		SP:Iteration 26Q (89619.600000 sec): 3 clusters
  Score: Raw -326547.069411 + Penalty 2643.606638 = -323903.462773
  nChanged 14
		SP:Iteration 27Q (89619.780000 sec): 3 clusters
  Score: Raw -326552.464099 + Penalty 2643.606638 = -323908.857461
  nChanged 12
		SP:Iteration 28Q (89619.950000 sec): 3 clusters
  Score: Raw -326555.816878 + Penalty 2643.606638 = -323912.210240
  nChanged 9
		SP:Iteration 29Q (89620.150000 sec): 3 clusters
  Score: Raw -326557.693255 + Penalty 2643.606638 = -323914.086616
  nChanged 5
		SP:Iteration 30Q (89620.340000 sec): 3 clusters
  Score: Raw -326559.233273 + Penalty 2643.606638 = -323915.626635
  nChanged 4
		SP:Iteration 31Q (89620.490000 sec): 3 clusters
  Score: Raw -326560.842173 + Penalty 2643.606638 = -323917.235535
  nChanged 4
		SP:Iteration 32Q (89620.680000 sec): 3 clusters
  Score: Raw -326561.575179 + Penalty 2643.606638 = -323917.968541
  nChanged 5
		SP:Iteration 33Q (89620.870000 sec): 3 clusters
  Score: Raw -326562.616055 + Penalty 2643.606638 = -323919.009417
  nChanged 2
		SP:Iteration 34Q (89621.040000 sec): 3 clusters
  Score: Raw -326562.910245 + Penalty 2643.606638 = -323919.303607
  nChanged 0
		SP:Iteration 35F (89621.250000 sec): 3 clusters
  Score: Raw -326562.910245 + Penalty 2643.606638 = -323919.303607
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 13 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89621.360000 sec): 2 clusters
  Score: Raw -298125.347538 + Penalty 1292.013914 = -296833.333624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89621.560000 sec): 3 clusters
  Score: Raw -296808.241649 + Penalty 2584.027829 = -294224.213821
  nChanged 1063
		SP:Iteration 1F (89621.760000 sec): 3 clusters
  Score: Raw -297507.937895 + Penalty 2584.027829 = -294923.910066
  nChanged 226
		SP:Iteration 2F (89621.910000 sec): 3 clusters
  Score: Raw -297663.074534 + Penalty 2584.027829 = -295079.046705
  nChanged 154
		SP:Iteration 3F (89622.090000 sec): 3 clusters
  Score: Raw -297745.857225 + Penalty 2584.027829 = -295161.829396
  nChanged 87
		SP:Iteration 4Q (89622.220000 sec): 3 clusters
  Score: Raw -297794.076129 + Penalty 2584.027829 = -295210.048300
  nChanged 71
		SP:Iteration 5Q (89622.380000 sec): 3 clusters
  Score: Raw -297831.536269 + Penalty 2584.027829 = -295247.508440
  nChanged 63
		SP:Iteration 6Q (89622.550000 sec): 3 clusters
  Score: Raw -297864.297428 + Penalty 2584.027829 = -295280.269599
  nChanged 51
		SP:Iteration 7Q (89622.680000 sec): 3 clusters
  Score: Raw -297891.190244 + Penalty 2584.027829 = -295307.162416
  nChanged 46
		SP:Iteration 8Q (89622.880000 sec): 3 clusters
  Score: Raw -297911.708694 + Penalty 2584.027829 = -295327.680865
  nChanged 38
		SP:Iteration 9Q (89623.030000 sec): 3 clusters
  Score: Raw -297931.641570 + Penalty 2584.027829 = -295347.613741
  nChanged 30
		SP:Iteration 10Q (89623.190000 sec): 3 clusters
  Score: Raw -297943.486602 + Penalty 2584.027829 = -295359.458773
  nChanged 24
		SP:Iteration 11Q (89623.390000 sec): 3 clusters
  Score: Raw -297954.293330 + Penalty 2584.027829 = -295370.265501
  nChanged 27
		SP:Iteration 12Q (89623.580000 sec): 3 clusters
  Score: Raw -297965.312861 + Penalty 2584.027829 = -295381.285032
  nChanged 29
		SP:Iteration 13Q (89623.780000 sec): 3 clusters
  Score: Raw -297973.578912 + Penalty 2584.027829 = -295389.551084
  nChanged 20
		SP:Iteration 14Q (89623.940000 sec): 3 clusters
  Score: Raw -297979.655281 + Penalty 2584.027829 = -295395.627452
  nChanged 26
		SP:Iteration 15Q (89624.090000 sec): 3 clusters
  Score: Raw -297991.105703 + Penalty 2584.027829 = -295407.077875
  nChanged 27
		SP:Iteration 16Q (89624.260000 sec): 3 clusters
  Score: Raw -298005.463273 + Penalty 2584.027829 = -295421.435444
  nChanged 34
		SP:Iteration 17Q (89624.430000 sec): 3 clusters
  Score: Raw -298018.545256 + Penalty 2584.027829 = -295434.517427
  nChanged 27
		SP:Iteration 18Q (89624.610000 sec): 3 clusters
  Score: Raw -298031.351549 + Penalty 2584.027829 = -295447.323720
  nChanged 27
		SP:Iteration 19Q (89624.730000 sec): 3 clusters
  Score: Raw -298042.330508 + Penalty 2584.027829 = -295458.302679
  nChanged 35
		SP:Iteration 20F (89624.890000 sec): 3 clusters
  Score: Raw -298061.717822 + Penalty 2584.027829 = -295477.689993
  nChanged 42
		SP:Iteration 21Q (89625.050000 sec): 3 clusters
  Score: Raw -298086.839402 + Penalty 2584.027829 = -295502.811573
  nChanged 36
		SP:Iteration 22Q (89625.230000 sec): 3 clusters
  Score: Raw -298107.638401 + Penalty 2584.027829 = -295523.610572
  nChanged 31
		SP:Iteration 23Q (89625.420000 sec): 3 clusters
  Score: Raw -298124.626652 + Penalty 2584.027829 = -295540.598823
  nChanged 33
		SP:Iteration 24Q (89625.620000 sec): 3 clusters
  Score: Raw -298143.746704 + Penalty 2584.027829 = -295559.718875
  nChanged 28
		SP:Iteration 25Q (89625.760000 sec): 3 clusters
  Score: Raw -298159.407965 + Penalty 2584.027829 = -295575.380136
  nChanged 25
		SP:Iteration 26Q (89625.940000 sec): 3 clusters
  Score: Raw -298168.219910 + Penalty 2584.027829 = -295584.192082
  nChanged 10
		SP:Iteration 27Q (89626.140000 sec): 3 clusters
  Score: Raw -298172.562869 + Penalty 2584.027829 = -295588.535041
  nChanged 10
		SP:Iteration 28Q (89626.300000 sec): 3 clusters
  Score: Raw -298177.817733 + Penalty 2584.027829 = -295593.789905
  nChanged 18
		SP:Iteration 29Q (89626.480000 sec): 3 clusters
  Score: Raw -298186.369444 + Penalty 2584.027829 = -295602.341616
  nChanged 22
		SP:Iteration 30Q (89626.670000 sec): 3 clusters
  Score: Raw -298202.048468 + Penalty 2584.027829 = -295618.020639
  nChanged 20
		SP:Iteration 31Q (89626.830000 sec): 3 clusters
  Score: Raw -298220.651911 + Penalty 2584.027829 = -295636.624083
  nChanged 28
		SP:Iteration 32Q (89627.030000 sec): 3 clusters
  Score: Raw -298239.059689 + Penalty 2584.027829 = -295655.031860
  nChanged 24
		SP:Iteration 33Q (89627.200000 sec): 3 clusters
  Score: Raw -298253.698175 + Penalty 2584.027829 = -295669.670346
  nChanged 22
		SP:Iteration 34Q (89627.390000 sec): 3 clusters
  Score: Raw -298263.204737 + Penalty 2584.027829 = -295679.176908
  nChanged 11
		SP:Iteration 35Q (89627.570000 sec): 3 clusters
  Score: Raw -298268.510972 + Penalty 2584.027829 = -295684.483143
  nChanged 10
		SP:Iteration 36Q (89627.750000 sec): 3 clusters
  Score: Raw -298274.338616 + Penalty 2584.027829 = -295690.310787
  nChanged 8
		SP:Iteration 37Q (89627.930000 sec): 3 clusters
  Score: Raw -298279.895330 + Penalty 2584.027829 = -295695.867502
  nChanged 8
		SP:Iteration 38Q (89628.120000 sec): 3 clusters
  Score: Raw -298283.591274 + Penalty 2584.027829 = -295699.563445
  nChanged 7
		SP:Iteration 39Q (89628.280000 sec): 3 clusters
  Score: Raw -298285.670149 + Penalty 2584.027829 = -295701.642320
  nChanged 8
		SP:Iteration 40F (89628.460000 sec): 3 clusters
  Score: Raw -298289.334469 + Penalty 2584.027829 = -295705.306640
  nChanged 4
		SP:Iteration 41Q (89628.660000 sec): 3 clusters
  Score: Raw -298291.597933 + Penalty 2584.027829 = -295707.570104
  nChanged 7
		SP:Iteration 42Q (89628.820000 sec): 3 clusters
  Score: Raw -298296.100269 + Penalty 2584.027829 = -295712.072441
  nChanged 9
		SP:Iteration 43Q (89629.020000 sec): 3 clusters
  Score: Raw -298300.457699 + Penalty 2584.027829 = -295716.429871
  nChanged 3
		SP:Iteration 44Q (89629.220000 sec): 3 clusters
  Score: Raw -298301.810540 + Penalty 2584.027829 = -295717.782711
  nChanged 3
		SP:Iteration 45Q (89629.420000 sec): 3 clusters
  Score: Raw -298303.079171 + Penalty 2584.027829 = -295719.051342
  nChanged 2
		SP:Iteration 46Q (89629.600000 sec): 3 clusters
  Score: Raw -298303.741888 + Penalty 2584.027829 = -295719.714059
  nChanged 2
		SP:Iteration 47Q (89629.790000 sec): 3 clusters
  Score: Raw -298304.762162 + Penalty 2584.027829 = -295720.734333
  nChanged 5
		SP:Iteration 48Q (89629.960000 sec): 3 clusters
  Score: Raw -298306.404085 + Penalty 2584.027829 = -295722.376256
  nChanged 3
		SP:Iteration 49Q (89630.100000 sec): 3 clusters
  Score: Raw -298307.526831 + Penalty 2584.027829 = -295723.499002
  nChanged 2
		SP:Iteration 50Q (89630.260000 sec): 3 clusters
  Score: Raw -298308.437019 + Penalty 2584.027829 = -295724.409190
  nChanged 2
		SP:Iteration 51Q (89630.430000 sec): 3 clusters
  Score: Raw -298308.919495 + Penalty 2584.027829 = -295724.891666
  nChanged 2
		SP:Iteration 52Q (89630.630000 sec): 3 clusters
  Score: Raw -298310.110692 + Penalty 2584.027829 = -295726.082864
  nChanged 4
		SP:Iteration 53Q (89630.800000 sec): 3 clusters
  Score: Raw -298312.681161 + Penalty 2584.027829 = -295728.653332
  nChanged 5
		SP:Iteration 54Q (89630.990000 sec): 3 clusters
  Score: Raw -298314.310949 + Penalty 2584.027829 = -295730.283121
  nChanged 2
		SP:Iteration 55Q (89631.160000 sec): 3 clusters
  Score: Raw -298315.339070 + Penalty 2584.027829 = -295731.311241
  nChanged 1
		SP:Iteration 56Q (89631.340000 sec): 3 clusters
  Score: Raw -298316.103046 + Penalty 2584.027829 = -295732.075217
  nChanged 2
		SP:Iteration 57Q (89631.550000 sec): 3 clusters
  Score: Raw -298317.260586 + Penalty 2584.027829 = -295733.232757
  nChanged 3
		SP:Iteration 58Q (89631.700000 sec): 3 clusters
  Score: Raw -298318.203964 + Penalty 2584.027829 = -295734.176135
  nChanged 2
		SP:Iteration 59Q (89631.930000 sec): 3 clusters
  Score: Raw -298318.876869 + Penalty 2584.027829 = -295734.849040
  nChanged 1
		SP:Iteration 60F (89632.070000 sec): 3 clusters
  Score: Raw -298319.191993 + Penalty 2584.027829 = -295735.164164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 14 (840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89632.180000 sec): 2 clusters
  Score: Raw -84180.659410 + Penalty 1094.177807 = -83086.481602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89632.380000 sec): 3 clusters
  Score: Raw -83992.028218 + Penalty 2188.355615 = -81803.672603
  nChanged 255
		SP:Iteration 1F (89632.560000 sec): 3 clusters
  Score: Raw -84238.102326 + Penalty 2188.355615 = -82049.746712
  nChanged 75
		SP:Iteration 2F (89632.730000 sec): 3 clusters
  Score: Raw -84344.417507 + Penalty 2188.355615 = -82156.061892
  nChanged 43
		SP:Iteration 3F (89632.890000 sec): 3 clusters
  Score: Raw -84405.397064 + Penalty 2188.355615 = -82217.041450
  nChanged 29
		SP:Iteration 4Q (89633.070000 sec): 3 clusters
  Score: Raw -84441.005915 + Penalty 2188.355615 = -82252.650300
  nChanged 25
		SP:Iteration 5Q (89633.260000 sec): 3 clusters
  Score: Raw -84469.738623 + Penalty 2188.355615 = -82281.383008
  nChanged 15
		SP:Iteration 6Q (89633.470000 sec): 3 clusters
  Score: Raw -84493.833217 + Penalty 2188.355615 = -82305.477602
  nChanged 18
		SP:Iteration 7Q (89633.630000 sec): 3 clusters
  Score: Raw -84517.108100 + Penalty 2188.355615 = -82328.752485
  nChanged 8
		SP:Iteration 8Q (89633.800000 sec): 3 clusters
  Score: Raw -84522.963491 + Penalty 2188.355615 = -82334.607876
  nChanged 6
		SP:Iteration 9Q (89633.940000 sec): 3 clusters
  Score: Raw -84526.220957 + Penalty 2188.355615 = -82337.865342
  nChanged 2
		SP:Iteration 10Q (89634.140000 sec): 3 clusters
  Score: Raw -84528.235031 + Penalty 2188.355615 = -82339.879416
  nChanged 3
		SP:Iteration 11Q (89634.270000 sec): 3 clusters
  Score: Raw -84530.093461 + Penalty 2188.355615 = -82341.737846
  nChanged 1
		SP:Iteration 12Q (89634.450000 sec): 3 clusters
  Score: Raw -84531.471151 + Penalty 2188.355615 = -82343.115536
  nChanged 1
		SP:Iteration 13Q (89634.630000 sec): 3 clusters
  Score: Raw -84532.245702 + Penalty 2188.355615 = -82343.890087
  nChanged 1
		SP:Iteration 14Q (89634.770000 sec): 3 clusters
  Score: Raw -84535.730443 + Penalty 2188.355615 = -82347.374828
  nChanged 2
		SP:Iteration 15Q (89634.950000 sec): 3 clusters
  Score: Raw -84537.799521 + Penalty 2188.355615 = -82349.443906
  nChanged 3
		SP:Iteration 16Q (89635.140000 sec): 3 clusters
  Score: Raw -84542.335917 + Penalty 2188.355615 = -82353.980302
  nChanged 4
		SP:Iteration 17Q (89635.310000 sec): 3 clusters
  Score: Raw -84546.891112 + Penalty 2188.355615 = -82358.535498
  nChanged 1
		SP:Iteration 18Q (89635.480000 sec): 3 clusters
  Score: Raw -84550.769874 + Penalty 2188.355615 = -82362.414259
  nChanged 3
		SP:Iteration 19Q (89635.650000 sec): 3 clusters
  Score: Raw -84554.218380 + Penalty 2188.355615 = -82365.862765
  nChanged 4
		SP:Iteration 20F (89635.800000 sec): 3 clusters
  Score: Raw -84556.307970 + Penalty 2188.355615 = -82367.952355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 15 (4987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89635.920000 sec): 2 clusters
  Score: Raw -548417.324140 + Penalty 1383.620843 = -547033.703297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89636.080000 sec): 3 clusters
  Score: Raw -545902.020184 + Penalty 2767.241687 = -543134.778497
  nChanged 1995
		SP:Iteration 1F (89636.240000 sec): 3 clusters
  Score: Raw -547115.504623 + Penalty 2767.241687 = -544348.262936
  nChanged 411
		SP:Iteration 2F (89636.400000 sec): 3 clusters
  Score: Raw -547410.965755 + Penalty 2767.241687 = -544643.724068
  nChanged 315
		SP:Iteration 3F (89636.580000 sec): 3 clusters
  Score: Raw -547619.502764 + Penalty 2767.241687 = -544852.261077
  nChanged 267
		SP:Iteration 4F (89636.810000 sec): 3 clusters
  Score: Raw -547792.755445 + Penalty 2767.241687 = -545025.513758
  nChanged 232
		SP:Iteration 5Q (89636.970000 sec): 3 clusters
  Score: Raw -547917.948037 + Penalty 2767.241687 = -545150.706350
  nChanged 205
		SP:Iteration 6Q (89637.150000 sec): 3 clusters
  Score: Raw -548031.154381 + Penalty 2767.241687 = -545263.912694
  nChanged 169
		SP:Iteration 7Q (89637.380000 sec): 3 clusters
  Score: Raw -548119.393433 + Penalty 2767.241687 = -545352.151747
  nChanged 141
		SP:Iteration 8Q (89637.580000 sec): 3 clusters
  Score: Raw -548189.849279 + Penalty 2767.241687 = -545422.607592
  nChanged 127
		SP:Iteration 9Q (89637.760000 sec): 3 clusters
  Score: Raw -548244.015482 + Penalty 2767.241687 = -545476.773796
  nChanged 93
		SP:Iteration 10Q (89637.920000 sec): 3 clusters
  Score: Raw -548279.151684 + Penalty 2767.241687 = -545511.909997
  nChanged 73
		SP:Iteration 11Q (89638.120000 sec): 3 clusters
  Score: Raw -548309.543542 + Penalty 2767.241687 = -545542.301856
  nChanged 85
		SP:Iteration 12Q (89638.320000 sec): 3 clusters
  Score: Raw -548339.487395 + Penalty 2767.241687 = -545572.245709
  nChanged 66
		SP:Iteration 13Q (89638.490000 sec): 3 clusters
  Score: Raw -548360.532079 + Penalty 2767.241687 = -545593.290392
  nChanged 70
		SP:Iteration 14Q (89638.660000 sec): 3 clusters
  Score: Raw -548386.815925 + Penalty 2767.241687 = -545619.574238
  nChanged 77
		SP:Iteration 15Q (89638.860000 sec): 3 clusters
  Score: Raw -548416.603393 + Penalty 2767.241687 = -545649.361707
  nChanged 66
		SP:Iteration 16Q (89639.050000 sec): 3 clusters
  Score: Raw -548438.287480 + Penalty 2767.241687 = -545671.045793
  nChanged 56
		SP:Iteration 17Q (89639.230000 sec): 3 clusters
  Score: Raw -548454.699031 + Penalty 2767.241687 = -545687.457345
  nChanged 44
		SP:Iteration 18Q (89639.420000 sec): 3 clusters
  Score: Raw -548467.409837 + Penalty 2767.241687 = -545700.168150
  nChanged 37
		SP:Iteration 19Q (89639.570000 sec): 3 clusters
  Score: Raw -548479.582489 + Penalty 2767.241687 = -545712.340803
  nChanged 41
		SP:Iteration 20F (89639.780000 sec): 3 clusters
  Score: Raw -548492.916679 + Penalty 2767.241687 = -545725.674992
  nChanged 40
		SP:Iteration 21Q (89639.970000 sec): 3 clusters
  Score: Raw -548504.318701 + Penalty 2767.241687 = -545737.077014
  nChanged 25
		SP:Iteration 22Q (89640.140000 sec): 3 clusters
  Score: Raw -548510.191711 + Penalty 2767.241687 = -545742.950025
  nChanged 17
		SP:Iteration 23Q (89640.360000 sec): 3 clusters
  Score: Raw -548513.458742 + Penalty 2767.241687 = -545746.217055
  nChanged 13
		SP:Iteration 24Q (89640.530000 sec): 3 clusters
  Score: Raw -548517.464409 + Penalty 2767.241687 = -545750.222722
  nChanged 16
		SP:Iteration 25Q (89640.740000 sec): 3 clusters
  Score: Raw -548522.327751 + Penalty 2767.241687 = -545755.086064
  nChanged 16
		SP:Iteration 26Q (89640.960000 sec): 3 clusters
  Score: Raw -548526.295187 + Penalty 2767.241687 = -545759.053500
  nChanged 11
		SP:Iteration 27Q (89641.140000 sec): 3 clusters
  Score: Raw -548528.602460 + Penalty 2767.241687 = -545761.360773
  nChanged 9
		SP:Iteration 28Q (89641.320000 sec): 3 clusters
  Score: Raw -548529.904063 + Penalty 2767.241687 = -545762.662376
  nChanged 6
		SP:Iteration 29Q (89641.520000 sec): 3 clusters
  Score: Raw -548530.898991 + Penalty 2767.241687 = -545763.657305
  nChanged 8
		SP:Iteration 30Q (89641.700000 sec): 3 clusters
  Score: Raw -548533.016234 + Penalty 2767.241687 = -545765.774547
  nChanged 6
		SP:Iteration 31Q (89641.910000 sec): 3 clusters
  Score: Raw -548534.400449 + Penalty 2767.241687 = -545767.158762
  nChanged 7
		SP:Iteration 32Q (89642.120000 sec): 3 clusters
  Score: Raw -548535.455440 + Penalty 2767.241687 = -545768.213753
  nChanged 5
		SP:Iteration 33Q (89642.300000 sec): 3 clusters
  Score: Raw -548536.580987 + Penalty 2767.241687 = -545769.339300
  nChanged 3
		SP:Iteration 34Q (89642.470000 sec): 3 clusters
  Score: Raw -548537.106528 + Penalty 2767.241687 = -545769.864841
  nChanged 3
		SP:Iteration 35Q (89642.710000 sec): 3 clusters
  Score: Raw -548537.814864 + Penalty 2767.241687 = -545770.573177
  nChanged 4
		SP:Iteration 36Q (89642.880000 sec): 3 clusters
  Score: Raw -548538.792989 + Penalty 2767.241687 = -545771.551302
  nChanged 6
		SP:Iteration 37Q (89643.100000 sec): 3 clusters
  Score: Raw -548540.220431 + Penalty 2767.241687 = -545772.978745
  nChanged 4
		SP:Iteration 38Q (89643.320000 sec): 3 clusters
  Score: Raw -548540.886431 + Penalty 2767.241687 = -545773.644744
  nChanged 3
		SP:Iteration 39Q (89643.460000 sec): 3 clusters
  Score: Raw -548541.426147 + Penalty 2767.241687 = -545774.184460
  nChanged 5
		SP:Iteration 40F (89643.670000 sec): 3 clusters
  Score: Raw -548542.407219 + Penalty 2767.241687 = -545775.165532
  nChanged 6
		SP:Iteration 41Q (89643.860000 sec): 3 clusters
  Score: Raw -548544.127984 + Penalty 2767.241687 = -545776.886297
  nChanged 7
		SP:Iteration 42Q (89644.030000 sec): 3 clusters
  Score: Raw -548545.507008 + Penalty 2767.241687 = -545778.265321
  nChanged 4
		SP:Iteration 43Q (89644.190000 sec): 3 clusters
  Score: Raw -548546.650769 + Penalty 2767.241687 = -545779.409082
  nChanged 5
		SP:Iteration 44Q (89644.350000 sec): 3 clusters
  Score: Raw -548547.889280 + Penalty 2767.241687 = -545780.647593
  nChanged 3
		SP:Iteration 45Q (89644.510000 sec): 3 clusters
  Score: Raw -548548.354563 + Penalty 2767.241687 = -545781.112876
  nChanged 2
		SP:Iteration 46Q (89644.700000 sec): 3 clusters
  Score: Raw -548548.912651 + Penalty 2767.241687 = -545781.670964
  nChanged 2
		SP:Iteration 47Q (89644.890000 sec): 3 clusters
  Score: Raw -548549.343435 + Penalty 2767.241687 = -545782.101748
  nChanged 1
		SP:Iteration 48Q (89645.080000 sec): 3 clusters
  Score: Raw -548549.732951 + Penalty 2767.241687 = -545782.491264
  nChanged 2
		SP:Iteration 49Q (89645.290000 sec): 3 clusters
  Score: Raw -548550.093169 + Penalty 2767.241687 = -545782.851482
  nChanged 2
		SP:Iteration 50Q (89645.490000 sec): 3 clusters
  Score: Raw -548550.448698 + Penalty 2767.241687 = -545783.207011
  nChanged 2
		SP:Iteration 51Q (89645.650000 sec): 3 clusters
  Score: Raw -548550.935610 + Penalty 2767.241687 = -545783.693924
  nChanged 3
		SP:Iteration 52Q (89645.890000 sec): 3 clusters
  Score: Raw -548551.631292 + Penalty 2767.241687 = -545784.389605
  nChanged 1
		SP:Iteration 53Q (89646.100000 sec): 3 clusters
  Score: Raw -548551.795566 + Penalty 2767.241687 = -545784.553880
  nChanged 1
		SP:Iteration 54Q (89646.300000 sec): 3 clusters
  Score: Raw -548552.028175 + Penalty 2767.241687 = -545784.786488
  nChanged 0
		SP:Iteration 55F (89646.520000 sec): 3 clusters
  Score: Raw -548552.028175 + Penalty 2767.241687 = -545784.786488
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 16 (9790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89646.620000 sec): 2 clusters
  Score: Raw -1072657.297344 + Penalty 1493.231470 = -1071164.065875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89646.890000 sec): 3 clusters
  Score: Raw -1067062.328149 + Penalty 2986.462939 = -1064075.865210
  nChanged 4303
		SP:Iteration 1F (89647.070000 sec): 3 clusters
  Score: Raw -1069313.981509 + Penalty 2986.462939 = -1066327.518570
  nChanged 528
		SP:Iteration 2F (89647.290000 sec): 3 clusters
  Score: Raw -1069520.984172 + Penalty 2986.462939 = -1066534.521233
  nChanged 446
		SP:Iteration 3Q (89647.520000 sec): 3 clusters
  Score: Raw -1069711.268991 + Penalty 2986.462939 = -1066724.806052
  nChanged 415
		SP:Iteration 4Q (89647.730000 sec): 3 clusters
  Score: Raw -1069921.417039 + Penalty 2986.462939 = -1066934.954099
  nChanged 442
		SP:Iteration 5Q (89647.930000 sec): 3 clusters
  Score: Raw -1070168.865685 + Penalty 2986.462939 = -1067182.402746
  nChanged 450
		SP:Iteration 6Q (89648.120000 sec): 3 clusters
  Score: Raw -1070439.357675 + Penalty 2986.462939 = -1067452.894736
  nChanged 466
		SP:Iteration 7Q (89648.340000 sec): 3 clusters
  Score: Raw -1070756.273882 + Penalty 2986.462939 = -1067769.810943
  nChanged 460
		SP:Iteration 8Q (89648.530000 sec): 3 clusters
  Score: Raw -1071084.440036 + Penalty 2986.462939 = -1068097.977097
  nChanged 463
		SP:Iteration 9Q (89648.730000 sec): 3 clusters
  Score: Raw -1071438.180558 + Penalty 2986.462939 = -1068451.717619
  nChanged 432
		SP:Iteration 10Q (89648.950000 sec): 3 clusters
  Score: Raw -1071760.065076 + Penalty 2986.462939 = -1068773.602137
  nChanged 377
		SP:Iteration 11Q (89649.130000 sec): 3 clusters
  Score: Raw -1072023.968674 + Penalty 2986.462939 = -1069037.505735
  nChanged 302
		SP:Iteration 12Q (89649.330000 sec): 3 clusters
  Score: Raw -1072215.837988 + Penalty 2986.462939 = -1069229.375049
  nChanged 248
		SP:Iteration 13Q (89649.540000 sec): 3 clusters
  Score: Raw -1072366.795547 + Penalty 2986.462939 = -1069380.332608
  nChanged 198
		SP:Iteration 14Q (89649.740000 sec): 3 clusters
  Score: Raw -1072475.333215 + Penalty 2986.462939 = -1069488.870276
  nChanged 141
		SP:Iteration 15Q (89649.910000 sec): 3 clusters
  Score: Raw -1072548.404540 + Penalty 2986.462939 = -1069561.941601
  nChanged 124
		SP:Iteration 16Q (89650.140000 sec): 3 clusters
  Score: Raw -1072606.730986 + Penalty 2986.462939 = -1069620.268047
  nChanged 95
		SP:Iteration 17Q (89650.330000 sec): 3 clusters
  Score: Raw -1072649.356321 + Penalty 2986.462939 = -1069662.893382
  nChanged 82
		SP:Iteration 18Q (89650.570000 sec): 3 clusters
  Score: Raw -1072683.222910 + Penalty 2986.462939 = -1069696.759971
  nChanged 56
		SP:Iteration 19Q (89650.780000 sec): 3 clusters
  Score: Raw -1072707.559243 + Penalty 2986.462939 = -1069721.096304
  nChanged 51
		SP:Iteration 20F (89650.990000 sec): 3 clusters
  Score: Raw -1072730.540395 + Penalty 2986.462939 = -1069744.077456
  nChanged 49
		SP:Iteration 21Q (89651.200000 sec): 3 clusters
  Score: Raw -1072753.805297 + Penalty 2986.462939 = -1069767.342358
  nChanged 43
		SP:Iteration 22Q (89651.430000 sec): 3 clusters
  Score: Raw -1072774.087565 + Penalty 2986.462939 = -1069787.624626
  nChanged 38
		SP:Iteration 23Q (89651.600000 sec): 3 clusters
  Score: Raw -1072789.953637 + Penalty 2986.462939 = -1069803.490697
  nChanged 35
		SP:Iteration 24Q (89651.780000 sec): 3 clusters
  Score: Raw -1072805.391332 + Penalty 2986.462939 = -1069818.928393
  nChanged 30
		SP:Iteration 25Q (89651.950000 sec): 3 clusters
  Score: Raw -1072816.474325 + Penalty 2986.462939 = -1069830.011386
  nChanged 15
		SP:Iteration 26Q (89652.150000 sec): 3 clusters
  Score: Raw -1072823.023440 + Penalty 2986.462939 = -1069836.560501
  nChanged 21
		SP:Iteration 27Q (89652.380000 sec): 3 clusters
  Score: Raw -1072830.083086 + Penalty 2986.462939 = -1069843.620147
  nChanged 15
		SP:Iteration 28Q (89652.560000 sec): 3 clusters
  Score: Raw -1072837.066283 + Penalty 2986.462939 = -1069850.603344
  nChanged 13
		SP:Iteration 29Q (89652.830000 sec): 3 clusters
  Score: Raw -1072841.684684 + Penalty 2986.462939 = -1069855.221745
  nChanged 6
		SP:Iteration 30Q (89653.040000 sec): 3 clusters
  Score: Raw -1072843.336417 + Penalty 2986.462939 = -1069856.873478
  nChanged 2
		SP:Iteration 31Q (89653.240000 sec): 3 clusters
  Score: Raw -1072843.992588 + Penalty 2986.462939 = -1069857.529649
  nChanged 3
		SP:Iteration 32Q (89653.490000 sec): 3 clusters
  Score: Raw -1072846.628755 + Penalty 2986.462939 = -1069860.165816
  nChanged 6
		SP:Iteration 33Q (89653.690000 sec): 3 clusters
  Score: Raw -1072849.216937 + Penalty 2986.462939 = -1069862.753998
  nChanged 8
		SP:Iteration 34Q (89653.930000 sec): 3 clusters
  Score: Raw -1072851.670226 + Penalty 2986.462939 = -1069865.207287
  nChanged 9
		SP:Iteration 35Q (89654.140000 sec): 3 clusters
  Score: Raw -1072854.306388 + Penalty 2986.462939 = -1069867.843449
  nChanged 7
		SP:Iteration 36Q (89654.340000 sec): 3 clusters
  Score: Raw -1072856.902954 + Penalty 2986.462939 = -1069870.440015
  nChanged 6
		SP:Iteration 37Q (89654.530000 sec): 3 clusters
  Score: Raw -1072859.173508 + Penalty 2986.462939 = -1069872.710569
  nChanged 8
		SP:Iteration 38Q (89654.780000 sec): 3 clusters
  Score: Raw -1072861.611363 + Penalty 2986.462939 = -1069875.148424
  nChanged 7
		SP:Iteration 39Q (89654.980000 sec): 3 clusters
  Score: Raw -1072864.523324 + Penalty 2986.462939 = -1069878.060385
  nChanged 12
		SP:Iteration 40F (89655.190000 sec): 3 clusters
  Score: Raw -1072869.219623 + Penalty 2986.462939 = -1069882.756684
  nChanged 10
		SP:Iteration 41Q (89655.400000 sec): 3 clusters
  Score: Raw -1072874.735398 + Penalty 2986.462939 = -1069888.272459
  nChanged 18
		SP:Iteration 42Q (89655.580000 sec): 3 clusters
  Score: Raw -1072881.111605 + Penalty 2986.462939 = -1069894.648666
  nChanged 12
		SP:Iteration 43Q (89655.800000 sec): 3 clusters
  Score: Raw -1072885.551340 + Penalty 2986.462939 = -1069899.088401
  nChanged 5
		SP:Iteration 44Q (89655.980000 sec): 3 clusters
  Score: Raw -1072887.179638 + Penalty 2986.462939 = -1069900.716699
  nChanged 7
		SP:Iteration 45Q (89656.210000 sec): 3 clusters
  Score: Raw -1072889.576456 + Penalty 2986.462939 = -1069903.113517
  nChanged 3
		SP:Iteration 46Q (89656.460000 sec): 3 clusters
  Score: Raw -1072890.773780 + Penalty 2986.462939 = -1069904.310841
  nChanged 4
		SP:Iteration 47Q (89656.690000 sec): 3 clusters
  Score: Raw -1072892.181159 + Penalty 2986.462939 = -1069905.718220
  nChanged 3
		SP:Iteration 48Q (89656.880000 sec): 3 clusters
  Score: Raw -1072893.161533 + Penalty 2986.462939 = -1069906.698594
  nChanged 1
		SP:Iteration 49Q (89657.030000 sec): 3 clusters
  Score: Raw -1072893.498095 + Penalty 2986.462939 = -1069907.035156
  nChanged 1
		SP:Iteration 50Q (89657.260000 sec): 3 clusters
  Score: Raw -1072893.992296 + Penalty 2986.462939 = -1069907.529357
  nChanged 2
		SP:Iteration 51Q (89657.480000 sec): 3 clusters
  Score: Raw -1072894.643935 + Penalty 2986.462939 = -1069908.180996
  nChanged 1
		SP:Iteration 52Q (89657.680000 sec): 3 clusters
  Score: Raw -1072895.077455 + Penalty 2986.462939 = -1069908.614515
  nChanged 2
		SP:Iteration 53Q (89657.870000 sec): 3 clusters
  Score: Raw -1072895.616468 + Penalty 2986.462939 = -1069909.153529
  nChanged 1
		SP:Iteration 54Q (89658.120000 sec): 3 clusters
  Score: Raw -1072896.758568 + Penalty 2986.462939 = -1069910.295629
  nChanged 2
		SP:Iteration 55Q (89658.300000 sec): 3 clusters
  Score: Raw -1072897.761314 + Penalty 2986.462939 = -1069911.298375
  nChanged 6
		SP:Iteration 56Q (89658.540000 sec): 3 clusters
  Score: Raw -1072900.011037 + Penalty 2986.462939 = -1069913.548098
  nChanged 7
		SP:Iteration 57Q (89658.740000 sec): 3 clusters
  Score: Raw -1072902.606425 + Penalty 2986.462939 = -1069916.143486
  nChanged 4
		SP:Iteration 58Q (89658.960000 sec): 3 clusters
  Score: Raw -1072903.881036 + Penalty 2986.462939 = -1069917.418096
  nChanged 2
		SP:Iteration 59Q (89659.170000 sec): 3 clusters
  Score: Raw -1072904.342883 + Penalty 2986.462939 = -1069917.879944
  nChanged 2
		SP:Iteration 60F (89659.380000 sec): 3 clusters
  Score: Raw -1072905.067027 + Penalty 2986.462939 = -1069918.604088
  nChanged 4
		SP:Iteration 61Q (89659.600000 sec): 3 clusters
  Score: Raw -1072906.591934 + Penalty 2986.462939 = -1069920.128995
  nChanged 7
		SP:Iteration 62Q (89659.800000 sec): 3 clusters
  Score: Raw -1072909.003210 + Penalty 2986.462939 = -1069922.540271
  nChanged 8
		SP:Iteration 63Q (89660.010000 sec): 3 clusters
  Score: Raw -1072912.240397 + Penalty 2986.462939 = -1069925.777458
  nChanged 3
		SP:Iteration 64Q (89660.230000 sec): 3 clusters
  Score: Raw -1072913.276839 + Penalty 2986.462939 = -1069926.813900
  nChanged 2
		SP:Iteration 65Q (89660.450000 sec): 3 clusters
  Score: Raw -1072914.123210 + Penalty 2986.462939 = -1069927.660271
  nChanged 3
		SP:Iteration 66Q (89660.670000 sec): 3 clusters
  Score: Raw -1072917.035921 + Penalty 2986.462939 = -1069930.572982
  nChanged 7
		SP:Iteration 67Q (89660.880000 sec): 3 clusters
  Score: Raw -1072920.786370 + Penalty 2986.462939 = -1069934.323431
  nChanged 6
		SP:Iteration 68Q (89661.080000 sec): 3 clusters
  Score: Raw -1072922.983103 + Penalty 2986.462939 = -1069936.520164
  nChanged 6
		SP:Iteration 69Q (89661.300000 sec): 3 clusters
  Score: Raw -1072924.925322 + Penalty 2986.462939 = -1069938.462383
  nChanged 3
		SP:Iteration 70Q (89661.510000 sec): 3 clusters
  Score: Raw -1072925.739686 + Penalty 2986.462939 = -1069939.276747
  nChanged 1
		SP:Iteration 71Q (89661.710000 sec): 3 clusters
  Score: Raw -1072925.866040 + Penalty 2986.462939 = -1069939.403101
  nChanged 1
		SP:Iteration 72Q (89661.920000 sec): 3 clusters
  Score: Raw -1072926.279615 + Penalty 2986.462939 = -1069939.816676
  nChanged 0
		SP:Iteration 73F (89662.120000 sec): 3 clusters
  Score: Raw -1072926.279615 + Penalty 2986.462939 = -1069939.816676
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 17 (27407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89662.370000 sec): 2 clusters
  Score: Raw -3019796.857050 + Penalty 1660.514982 = -3018136.342068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89662.690000 sec): 3 clusters
  Score: Raw -3002819.487782 + Penalty 3321.029964 = -2999498.457819
  nChanged 12589
		SP:Iteration 1F (89663.020000 sec): 3 clusters
  Score: Raw -3009888.624527 + Penalty 3321.029964 = -3006567.594564
  nChanged 1202
		SP:Iteration 2Q (89663.390000 sec): 3 clusters
  Score: Raw -3010281.202958 + Penalty 3321.029964 = -3006960.172994
  nChanged 1201
		SP:Iteration 3Q (89663.760000 sec): 3 clusters
  Score: Raw -3010711.866832 + Penalty 3321.029964 = -3007390.836869
  nChanged 1168
		SP:Iteration 4Q (89664.130000 sec): 3 clusters
  Score: Raw -3011219.672998 + Penalty 3321.029964 = -3007898.643034
  nChanged 1303
		SP:Iteration 5Q (89664.460000 sec): 3 clusters
  Score: Raw -3011904.939989 + Penalty 3321.029964 = -3008583.910025
  nChanged 1483
		SP:Iteration 6F (89664.800000 sec): 3 clusters
  Score: Raw -3012846.773915 + Penalty 3321.029964 = -3009525.743952
  nChanged 1645
		SP:Iteration 7F (89665.130000 sec): 3 clusters
  Score: Raw -3014018.576926 + Penalty 3321.029964 = -3010697.546963
  nChanged 1700
		SP:Iteration 8F (89665.440000 sec): 3 clusters
  Score: Raw -3015359.705391 + Penalty 3321.029964 = -3012038.675427
  nChanged 1674
		SP:Iteration 9F (89665.790000 sec): 3 clusters
  Score: Raw -3016695.828936 + Penalty 3321.029964 = -3013374.798972
  nChanged 1365
		SP:Iteration 10Q (89666.140000 sec): 3 clusters
  Score: Raw -3017781.152722 + Penalty 3321.029964 = -3014460.122759
  nChanged 1014
		SP:Iteration 11Q (89666.440000 sec): 3 clusters
  Score: Raw -3018562.580471 + Penalty 3321.029964 = -3015241.550507
  nChanged 724
		SP:Iteration 12Q (89666.740000 sec): 3 clusters
  Score: Raw -3019111.170311 + Penalty 3321.029964 = -3015790.140347
  nChanged 458
		SP:Iteration 13Q (89667.070000 sec): 3 clusters
  Score: Raw -3019459.662042 + Penalty 3321.029964 = -3016138.632078
  nChanged 296
		SP:Iteration 14Q (89667.410000 sec): 3 clusters
  Score: Raw -3019686.212487 + Penalty 3321.029964 = -3016365.182523
  nChanged 184
		SP:Iteration 15Q (89667.750000 sec): 3 clusters
  Score: Raw -3019841.107049 + Penalty 3321.029964 = -3016520.077086
  nChanged 98
		SP:Iteration 16Q (89668.040000 sec): 3 clusters
  Score: Raw -3019916.758396 + Penalty 3321.029964 = -3016595.728433
  nChanged 47
		SP:Iteration 17Q (89668.390000 sec): 3 clusters
  Score: Raw -3019950.610216 + Penalty 3321.029964 = -3016629.580252
  nChanged 36
		SP:Iteration 18Q (89668.670000 sec): 3 clusters
  Score: Raw -3019979.743843 + Penalty 3321.029964 = -3016658.713879
  nChanged 21
		SP:Iteration 19Q (89668.950000 sec): 3 clusters
  Score: Raw -3020000.514890 + Penalty 3321.029964 = -3016679.484926
  nChanged 14
		SP:Iteration 20F (89669.260000 sec): 3 clusters
  Score: Raw -3020013.116816 + Penalty 3321.029964 = -3016692.086852
  nChanged 11
		SP:Iteration 21Q (89669.550000 sec): 3 clusters
  Score: Raw -3020023.627966 + Penalty 3321.029964 = -3016702.598003
  nChanged 9
		SP:Iteration 22Q (89669.900000 sec): 3 clusters
  Score: Raw -3020031.110757 + Penalty 3321.029964 = -3016710.080793
  nChanged 4
		SP:Iteration 23Q (89670.220000 sec): 3 clusters
  Score: Raw -3020034.148959 + Penalty 3321.029964 = -3016713.118995
  nChanged 5
		SP:Iteration 24Q (89670.490000 sec): 3 clusters
  Score: Raw -3020037.449188 + Penalty 3321.029964 = -3016716.419224
  nChanged 2
		SP:Iteration 25Q (89670.840000 sec): 3 clusters
  Score: Raw -3020038.215254 + Penalty 3321.029964 = -3016717.185291
  nChanged 1
		SP:Iteration 26Q (89671.170000 sec): 3 clusters
  Score: Raw -3020039.184288 + Penalty 3321.029964 = -3016718.154325
  nChanged 1
		SP:Iteration 27Q (89671.470000 sec): 3 clusters
  Score: Raw -3020039.809465 + Penalty 3321.029964 = -3016718.779502
  nChanged 2
		SP:Iteration 28Q (89671.830000 sec): 3 clusters
  Score: Raw -3020041.224325 + Penalty 3321.029964 = -3016720.194361
  nChanged 1
		SP:Iteration 29Q (89672.140000 sec): 3 clusters
  Score: Raw -3020041.882546 + Penalty 3321.029964 = -3016720.852582
  nChanged 0
		SP:Iteration 30F (89672.510000 sec): 3 clusters
  Score: Raw -3020041.882546 + Penalty 3321.029964 = -3016720.852582
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 18 (5018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89672.610000 sec): 2 clusters
  Score: Raw -527423.905581 + Penalty 1384.627843 = -526039.277738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89672.830000 sec): 3 clusters
  Score: Raw -524845.197642 + Penalty 2769.255686 = -522075.941956
  nChanged 1993
		SP:Iteration 1F (89672.990000 sec): 3 clusters
  Score: Raw -526063.982862 + Penalty 2769.255686 = -523294.727175
  nChanged 370
		SP:Iteration 2F (89673.180000 sec): 3 clusters
  Score: Raw -526332.818494 + Penalty 2769.255686 = -523563.562808
  nChanged 321
		SP:Iteration 3F (89673.410000 sec): 3 clusters
  Score: Raw -526586.741863 + Penalty 2769.255686 = -523817.486177
  nChanged 300
		SP:Iteration 4F (89673.590000 sec): 3 clusters
  Score: Raw -526773.352073 + Penalty 2769.255686 = -524004.096387
  nChanged 238
		SP:Iteration 5Q (89673.780000 sec): 3 clusters
  Score: Raw -526922.430338 + Penalty 2769.255686 = -524153.174651
  nChanged 194
		SP:Iteration 6Q (89674.010000 sec): 3 clusters
  Score: Raw -527049.647637 + Penalty 2769.255686 = -524280.391951
  nChanged 161
		SP:Iteration 7Q (89674.180000 sec): 3 clusters
  Score: Raw -527150.123234 + Penalty 2769.255686 = -524380.867548
  nChanged 141
		SP:Iteration 8Q (89674.360000 sec): 3 clusters
  Score: Raw -527227.237833 + Penalty 2769.255686 = -524457.982147
  nChanged 128
		SP:Iteration 9Q (89674.560000 sec): 3 clusters
  Score: Raw -527297.250747 + Penalty 2769.255686 = -524527.995060
  nChanged 99
		SP:Iteration 10Q (89674.740000 sec): 3 clusters
  Score: Raw -527359.580273 + Penalty 2769.255686 = -524590.324586
  nChanged 97
		SP:Iteration 11Q (89674.950000 sec): 3 clusters
  Score: Raw -527410.081201 + Penalty 2769.255686 = -524640.825515
  nChanged 67
		SP:Iteration 12Q (89675.150000 sec): 3 clusters
  Score: Raw -527447.083989 + Penalty 2769.255686 = -524677.828302
  nChanged 75
		SP:Iteration 13Q (89675.310000 sec): 3 clusters
  Score: Raw -527484.118402 + Penalty 2769.255686 = -524714.862715
  nChanged 66
		SP:Iteration 14Q (89675.510000 sec): 3 clusters
  Score: Raw -527518.707700 + Penalty 2769.255686 = -524749.452014
  nChanged 63
		SP:Iteration 15Q (89675.700000 sec): 3 clusters
  Score: Raw -527549.669231 + Penalty 2769.255686 = -524780.413545
  nChanged 68
		SP:Iteration 16Q (89675.840000 sec): 3 clusters
  Score: Raw -527580.533395 + Penalty 2769.255686 = -524811.277708
  nChanged 48
		SP:Iteration 17Q (89676.050000 sec): 3 clusters
  Score: Raw -527599.250921 + Penalty 2769.255686 = -524829.995234
  nChanged 34
		SP:Iteration 18Q (89676.220000 sec): 3 clusters
  Score: Raw -527611.621620 + Penalty 2769.255686 = -524842.365933
  nChanged 35
		SP:Iteration 19Q (89676.430000 sec): 3 clusters
  Score: Raw -527625.088104 + Penalty 2769.255686 = -524855.832418
  nChanged 32
		SP:Iteration 20F (89676.600000 sec): 3 clusters
  Score: Raw -527636.875218 + Penalty 2769.255686 = -524867.619532
  nChanged 24
		SP:Iteration 21Q (89676.780000 sec): 3 clusters
  Score: Raw -527647.846108 + Penalty 2769.255686 = -524878.590422
  nChanged 22
		SP:Iteration 22Q (89677.010000 sec): 3 clusters
  Score: Raw -527655.624782 + Penalty 2769.255686 = -524886.369096
  nChanged 19
		SP:Iteration 23Q (89677.160000 sec): 3 clusters
  Score: Raw -527666.877057 + Penalty 2769.255686 = -524897.621371
  nChanged 21
		SP:Iteration 24Q (89677.360000 sec): 3 clusters
  Score: Raw -527676.588863 + Penalty 2769.255686 = -524907.333177
  nChanged 21
		SP:Iteration 25Q (89677.530000 sec): 3 clusters
  Score: Raw -527682.567232 + Penalty 2769.255686 = -524913.311545
  nChanged 15
		SP:Iteration 26Q (89677.750000 sec): 3 clusters
  Score: Raw -527686.976799 + Penalty 2769.255686 = -524917.721113
  nChanged 11
		SP:Iteration 27Q (89677.920000 sec): 3 clusters
  Score: Raw -527689.902789 + Penalty 2769.255686 = -524920.647102
  nChanged 9
		SP:Iteration 28Q (89678.130000 sec): 3 clusters
  Score: Raw -527693.026952 + Penalty 2769.255686 = -524923.771265
  nChanged 11
		SP:Iteration 29Q (89678.310000 sec): 3 clusters
  Score: Raw -527698.164484 + Penalty 2769.255686 = -524928.908798
  nChanged 7
		SP:Iteration 30Q (89678.510000 sec): 3 clusters
  Score: Raw -527702.089710 + Penalty 2769.255686 = -524932.834023
  nChanged 10
		SP:Iteration 31Q (89678.690000 sec): 3 clusters
  Score: Raw -527705.451595 + Penalty 2769.255686 = -524936.195909
  nChanged 10
		SP:Iteration 32Q (89678.830000 sec): 3 clusters
  Score: Raw -527708.424209 + Penalty 2769.255686 = -524939.168523
  nChanged 11
		SP:Iteration 33Q (89679.030000 sec): 3 clusters
  Score: Raw -527711.512352 + Penalty 2769.255686 = -524942.256666
  nChanged 11
		SP:Iteration 34Q (89679.270000 sec): 3 clusters
  Score: Raw -527716.662018 + Penalty 2769.255686 = -524947.406332
  nChanged 9
		SP:Iteration 35Q (89679.440000 sec): 3 clusters
  Score: Raw -527720.384494 + Penalty 2769.255686 = -524951.128808
  nChanged 8
		SP:Iteration 36Q (89679.640000 sec): 3 clusters
  Score: Raw -527722.717970 + Penalty 2769.255686 = -524953.462284
  nChanged 4
		SP:Iteration 37Q (89679.880000 sec): 3 clusters
  Score: Raw -527723.599162 + Penalty 2769.255686 = -524954.343476
  nChanged 4
		SP:Iteration 38Q (89680.030000 sec): 3 clusters
  Score: Raw -527724.166048 + Penalty 2769.255686 = -524954.910362
  nChanged 4
		SP:Iteration 39Q (89680.230000 sec): 3 clusters
  Score: Raw -527724.859860 + Penalty 2769.255686 = -524955.604174
  nChanged 3
		SP:Iteration 40F (89680.390000 sec): 3 clusters
  Score: Raw -527725.648120 + Penalty 2769.255686 = -524956.392434
  nChanged 3
		SP:Iteration 41Q (89680.600000 sec): 3 clusters
  Score: Raw -527727.403911 + Penalty 2769.255686 = -524958.148225
  nChanged 7
		SP:Iteration 42Q (89680.720000 sec): 3 clusters
  Score: Raw -527729.804472 + Penalty 2769.255686 = -524960.548785
  nChanged 5
		SP:Iteration 43Q (89680.930000 sec): 3 clusters
  Score: Raw -527731.257241 + Penalty 2769.255686 = -524962.001554
  nChanged 7
		SP:Iteration 44Q (89681.110000 sec): 3 clusters
  Score: Raw -527733.477900 + Penalty 2769.255686 = -524964.222214
  nChanged 6
		SP:Iteration 45Q (89681.330000 sec): 3 clusters
  Score: Raw -527734.802035 + Penalty 2769.255686 = -524965.546349
  nChanged 5
		SP:Iteration 46Q (89681.530000 sec): 3 clusters
  Score: Raw -527736.304634 + Penalty 2769.255686 = -524967.048947
  nChanged 4
		SP:Iteration 47Q (89681.690000 sec): 3 clusters
  Score: Raw -527738.252507 + Penalty 2769.255686 = -524968.996820
  nChanged 3
		SP:Iteration 48Q (89681.910000 sec): 3 clusters
  Score: Raw -527739.809497 + Penalty 2769.255686 = -524970.553811
  nChanged 7
		SP:Iteration 49Q (89682.090000 sec): 3 clusters
  Score: Raw -527741.737240 + Penalty 2769.255686 = -524972.481554
  nChanged 5
		SP:Iteration 50Q (89682.270000 sec): 3 clusters
  Score: Raw -527743.290166 + Penalty 2769.255686 = -524974.034480
  nChanged 6
		SP:Iteration 51Q (89682.480000 sec): 3 clusters
  Score: Raw -527744.610636 + Penalty 2769.255686 = -524975.354950
  nChanged 4
		SP:Iteration 52Q (89682.650000 sec): 3 clusters
  Score: Raw -527745.736445 + Penalty 2769.255686 = -524976.480759
  nChanged 3
		SP:Iteration 53Q (89682.840000 sec): 3 clusters
  Score: Raw -527746.805576 + Penalty 2769.255686 = -524977.549889
  nChanged 2
		SP:Iteration 54Q (89683.020000 sec): 3 clusters
  Score: Raw -527747.480018 + Penalty 2769.255686 = -524978.224332
  nChanged 0
		SP:Iteration 55F (89683.210000 sec): 3 clusters
  Score: Raw -527747.480018 + Penalty 2769.255686 = -524978.224332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 19 (5132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89683.330000 sec): 2 clusters
  Score: Raw -573240.662277 + Penalty 1388.278243 = -571852.384034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89683.550000 sec): 3 clusters
  Score: Raw -570571.377471 + Penalty 2776.556486 = -567794.820985
  nChanged 2076
		SP:Iteration 1F (89683.710000 sec): 3 clusters
  Score: Raw -571735.121336 + Penalty 2776.556486 = -568958.564850
  nChanged 376
		SP:Iteration 2F (89683.860000 sec): 3 clusters
  Score: Raw -571942.897680 + Penalty 2776.556486 = -569166.341194
  nChanged 285
		SP:Iteration 3F (89684.050000 sec): 3 clusters
  Score: Raw -572094.932441 + Penalty 2776.556486 = -569318.375955
  nChanged 232
		SP:Iteration 4Q (89684.250000 sec): 3 clusters
  Score: Raw -572200.229974 + Penalty 2776.556486 = -569423.673488
  nChanged 178
		SP:Iteration 5Q (89684.410000 sec): 3 clusters
  Score: Raw -572291.725639 + Penalty 2776.556486 = -569515.169153
  nChanged 170
		SP:Iteration 6Q (89684.590000 sec): 3 clusters
  Score: Raw -572369.807352 + Penalty 2776.556486 = -569593.250866
  nChanged 149
		SP:Iteration 7Q (89684.780000 sec): 3 clusters
  Score: Raw -572441.681931 + Penalty 2776.556486 = -569665.125445
  nChanged 150
		SP:Iteration 8Q (89684.950000 sec): 3 clusters
  Score: Raw -572509.541849 + Penalty 2776.556486 = -569732.985363
  nChanged 130
		SP:Iteration 9Q (89685.130000 sec): 3 clusters
  Score: Raw -572567.271926 + Penalty 2776.556486 = -569790.715441
  nChanged 119
		SP:Iteration 10Q (89685.300000 sec): 3 clusters
  Score: Raw -572617.504702 + Penalty 2776.556486 = -569840.948216
  nChanged 117
		SP:Iteration 11Q (89685.480000 sec): 3 clusters
  Score: Raw -572672.664570 + Penalty 2776.556486 = -569896.108084
  nChanged 105
		SP:Iteration 12Q (89685.660000 sec): 3 clusters
  Score: Raw -572719.836185 + Penalty 2776.556486 = -569943.279699
  nChanged 105
		SP:Iteration 13Q (89685.860000 sec): 3 clusters
  Score: Raw -572767.132586 + Penalty 2776.556486 = -569990.576100
  nChanged 87
		SP:Iteration 14Q (89686.080000 sec): 3 clusters
  Score: Raw -572807.818078 + Penalty 2776.556486 = -570031.261592
  nChanged 69
		SP:Iteration 15Q (89686.270000 sec): 3 clusters
  Score: Raw -572840.521680 + Penalty 2776.556486 = -570063.965194
  nChanged 75
		SP:Iteration 16Q (89686.430000 sec): 3 clusters
  Score: Raw -572874.796123 + Penalty 2776.556486 = -570098.239637
  nChanged 72
		SP:Iteration 17Q (89686.600000 sec): 3 clusters
  Score: Raw -572910.191806 + Penalty 2776.556486 = -570133.635320
  nChanged 81
		SP:Iteration 18Q (89686.780000 sec): 3 clusters
  Score: Raw -572942.944801 + Penalty 2776.556486 = -570166.388315
  nChanged 70
		SP:Iteration 19Q (89687.000000 sec): 3 clusters
  Score: Raw -572972.999990 + Penalty 2776.556486 = -570196.443504
  nChanged 55
		SP:Iteration 20F (89687.190000 sec): 3 clusters
  Score: Raw -572998.173154 + Penalty 2776.556486 = -570221.616668
  nChanged 59
		SP:Iteration 21Q (89687.370000 sec): 3 clusters
  Score: Raw -573020.049324 + Penalty 2776.556486 = -570243.492838
  nChanged 52
		SP:Iteration 22Q (89687.580000 sec): 3 clusters
  Score: Raw -573043.542991 + Penalty 2776.556486 = -570266.986505
  nChanged 51
		SP:Iteration 23Q (89687.760000 sec): 3 clusters
  Score: Raw -573061.729355 + Penalty 2776.556486 = -570285.172869
  nChanged 35
		SP:Iteration 24Q (89687.920000 sec): 3 clusters
  Score: Raw -573073.709164 + Penalty 2776.556486 = -570297.152678
  nChanged 35
		SP:Iteration 25Q (89688.110000 sec): 3 clusters
  Score: Raw -573084.199552 + Penalty 2776.556486 = -570307.643066
  nChanged 23
		SP:Iteration 26Q (89688.310000 sec): 3 clusters
  Score: Raw -573089.352184 + Penalty 2776.556486 = -570312.795698
  nChanged 18
		SP:Iteration 27Q (89688.470000 sec): 3 clusters
  Score: Raw -573094.088865 + Penalty 2776.556486 = -570317.532379
  nChanged 17
		SP:Iteration 28Q (89688.660000 sec): 3 clusters
  Score: Raw -573099.945418 + Penalty 2776.556486 = -570323.388932
  nChanged 15
		SP:Iteration 29Q (89688.860000 sec): 3 clusters
  Score: Raw -573104.145768 + Penalty 2776.556486 = -570327.589282
  nChanged 15
		SP:Iteration 30Q (89689.060000 sec): 3 clusters
  Score: Raw -573107.822717 + Penalty 2776.556486 = -570331.266231
  nChanged 15
		SP:Iteration 31Q (89689.260000 sec): 3 clusters
  Score: Raw -573112.948244 + Penalty 2776.556486 = -570336.391759
  nChanged 15
		SP:Iteration 32Q (89689.440000 sec): 3 clusters
  Score: Raw -573118.577525 + Penalty 2776.556486 = -570342.021039
  nChanged 17
		SP:Iteration 33Q (89689.580000 sec): 3 clusters
  Score: Raw -573122.764466 + Penalty 2776.556486 = -570346.207981
  nChanged 12
		SP:Iteration 34Q (89689.780000 sec): 3 clusters
  Score: Raw -573125.274497 + Penalty 2776.556486 = -570348.718011
  nChanged 11
		SP:Iteration 35Q (89689.960000 sec): 3 clusters
  Score: Raw -573128.631852 + Penalty 2776.556486 = -570352.075366
  nChanged 11
		SP:Iteration 36Q (89690.120000 sec): 3 clusters
  Score: Raw -573131.998566 + Penalty 2776.556486 = -570355.442080
  nChanged 12
		SP:Iteration 37Q (89690.340000 sec): 3 clusters
  Score: Raw -573135.737478 + Penalty 2776.556486 = -570359.180992
  nChanged 9
		SP:Iteration 38Q (89690.520000 sec): 3 clusters
  Score: Raw -573139.561186 + Penalty 2776.556486 = -570363.004700
  nChanged 17
		SP:Iteration 39Q (89690.710000 sec): 3 clusters
  Score: Raw -573144.192258 + Penalty 2776.556486 = -570367.635772
  nChanged 19
		SP:Iteration 40F (89690.860000 sec): 3 clusters
  Score: Raw -573150.171046 + Penalty 2776.556486 = -570373.614560
  nChanged 20
		SP:Iteration 41Q (89691.060000 sec): 3 clusters
  Score: Raw -573155.372255 + Penalty 2776.556486 = -570378.815769
  nChanged 16
		SP:Iteration 42Q (89691.280000 sec): 3 clusters
  Score: Raw -573159.674782 + Penalty 2776.556486 = -570383.118296
  nChanged 9
		SP:Iteration 43Q (89691.450000 sec): 3 clusters
  Score: Raw -573161.718885 + Penalty 2776.556486 = -570385.162399
  nChanged 13
		SP:Iteration 44Q (89691.610000 sec): 3 clusters
  Score: Raw -573165.666871 + Penalty 2776.556486 = -570389.110385
  nChanged 13
		SP:Iteration 45Q (89691.780000 sec): 3 clusters
  Score: Raw -573169.511116 + Penalty 2776.556486 = -570392.954631
  nChanged 15
		SP:Iteration 46Q (89691.990000 sec): 3 clusters
  Score: Raw -573173.827339 + Penalty 2776.556486 = -570397.270853
  nChanged 16
		SP:Iteration 47Q (89692.190000 sec): 3 clusters
  Score: Raw -573178.640910 + Penalty 2776.556486 = -570402.084424
  nChanged 14
		SP:Iteration 48Q (89692.400000 sec): 3 clusters
  Score: Raw -573183.101068 + Penalty 2776.556486 = -570406.544582
  nChanged 9
		SP:Iteration 49Q (89692.580000 sec): 3 clusters
  Score: Raw -573185.038202 + Penalty 2776.556486 = -570408.481716
  nChanged 6
		SP:Iteration 50Q (89692.800000 sec): 3 clusters
  Score: Raw -573186.047033 + Penalty 2776.556486 = -570409.490547
  nChanged 6
		SP:Iteration 51Q (89692.940000 sec): 3 clusters
  Score: Raw -573186.860334 + Penalty 2776.556486 = -570410.303848
  nChanged 2
		SP:Iteration 52Q (89693.130000 sec): 3 clusters
  Score: Raw -573187.446847 + Penalty 2776.556486 = -570410.890361
  nChanged 3
		SP:Iteration 53Q (89693.330000 sec): 3 clusters
  Score: Raw -573188.339764 + Penalty 2776.556486 = -570411.783278
  nChanged 4
		SP:Iteration 54Q (89693.520000 sec): 3 clusters
  Score: Raw -573189.467364 + Penalty 2776.556486 = -570412.910879
  nChanged 7
		SP:Iteration 55Q (89693.700000 sec): 3 clusters
  Score: Raw -573191.657916 + Penalty 2776.556486 = -570415.101430
  nChanged 9
		SP:Iteration 56Q (89693.890000 sec): 3 clusters
  Score: Raw -573195.104495 + Penalty 2776.556486 = -570418.548009
  nChanged 9
		SP:Iteration 57Q (89694.100000 sec): 3 clusters
  Score: Raw -573197.152136 + Penalty 2776.556486 = -570420.595650
  nChanged 12
		SP:Iteration 58Q (89694.300000 sec): 3 clusters
  Score: Raw -573201.240224 + Penalty 2776.556486 = -570424.683738
  nChanged 16
		SP:Iteration 59Q (89694.520000 sec): 3 clusters
  Score: Raw -573207.360479 + Penalty 2776.556486 = -570430.803993
  nChanged 20
		SP:Iteration 60F (89694.680000 sec): 3 clusters
  Score: Raw -573216.595945 + Penalty 2776.556486 = -570440.039459
  nChanged 17
		SP:Iteration 61Q (89694.830000 sec): 3 clusters
  Score: Raw -573222.953599 + Penalty 2776.556486 = -570446.397113
  nChanged 17
		SP:Iteration 62Q (89694.990000 sec): 3 clusters
  Score: Raw -573230.911982 + Penalty 2776.556486 = -570454.355496
  nChanged 17
		SP:Iteration 63Q (89695.240000 sec): 3 clusters
  Score: Raw -573236.544437 + Penalty 2776.556486 = -570459.987951
  nChanged 16
		SP:Iteration 64Q (89695.440000 sec): 3 clusters
  Score: Raw -573240.984867 + Penalty 2776.556486 = -570464.428381
  nChanged 9
		SP:Iteration 65Q (89695.620000 sec): 3 clusters
  Score: Raw -573243.864539 + Penalty 2776.556486 = -570467.308053
  nChanged 9
		SP:Iteration 66Q (89695.820000 sec): 3 clusters
  Score: Raw -573246.984570 + Penalty 2776.556486 = -570470.428084
  nChanged 7
		SP:Iteration 67Q (89696.020000 sec): 3 clusters
  Score: Raw -573248.529844 + Penalty 2776.556486 = -570471.973359
  nChanged 7
		SP:Iteration 68Q (89696.180000 sec): 3 clusters
  Score: Raw -573249.703481 + Penalty 2776.556486 = -570473.146995
  nChanged 7
		SP:Iteration 69Q (89696.380000 sec): 3 clusters
  Score: Raw -573250.880528 + Penalty 2776.556486 = -570474.324042
  nChanged 6
		SP:Iteration 70Q (89696.570000 sec): 3 clusters
  Score: Raw -573251.942679 + Penalty 2776.556486 = -570475.386194
  nChanged 4
		SP:Iteration 71Q (89696.800000 sec): 3 clusters
  Score: Raw -573252.558938 + Penalty 2776.556486 = -570476.002452
  nChanged 5
		SP:Iteration 72Q (89697.010000 sec): 3 clusters
  Score: Raw -573253.584729 + Penalty 2776.556486 = -570477.028244
  nChanged 2
		SP:Iteration 73Q (89697.150000 sec): 3 clusters
  Score: Raw -573254.144010 + Penalty 2776.556486 = -570477.587524
  nChanged 3
		SP:Iteration 74Q (89697.370000 sec): 3 clusters
  Score: Raw -573254.893068 + Penalty 2776.556486 = -570478.336583
  nChanged 1
		SP:Iteration 75Q (89697.580000 sec): 3 clusters
  Score: Raw -573255.131902 + Penalty 2776.556486 = -570478.575416
  nChanged 0
		SP:Iteration 76F (89697.720000 sec): 3 clusters
  Score: Raw -573255.131902 + Penalty 2776.556486 = -570478.575416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 20 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89697.830000 sec): 2 clusters
  Score: Raw -364722.191294 + Penalty 1326.037780 = -363396.153514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89698.000000 sec): 3 clusters
  Score: Raw -363086.145373 + Penalty 2652.075560 = -360434.069813
  nChanged 1313
		SP:Iteration 1F (89698.170000 sec): 3 clusters
  Score: Raw -364009.206231 + Penalty 2652.075560 = -361357.130671
  nChanged 283
		SP:Iteration 2F (89698.350000 sec): 3 clusters
  Score: Raw -364292.403541 + Penalty 2652.075560 = -361640.327981
  nChanged 212
		SP:Iteration 3F (89698.590000 sec): 3 clusters
  Score: Raw -364466.163530 + Penalty 2652.075560 = -361814.087970
  nChanged 174
		SP:Iteration 4Q (89698.780000 sec): 3 clusters
  Score: Raw -364610.206878 + Penalty 2652.075560 = -361958.131318
  nChanged 156
		SP:Iteration 5Q (89698.910000 sec): 3 clusters
  Score: Raw -364749.990421 + Penalty 2652.075560 = -362097.914861
  nChanged 157
		SP:Iteration 6Q (89699.100000 sec): 3 clusters
  Score: Raw -364912.110190 + Penalty 2652.075560 = -362260.034630
  nChanged 157
		SP:Iteration 7Q (89699.260000 sec): 3 clusters
  Score: Raw -365070.971782 + Penalty 2652.075560 = -362418.896222
  nChanged 139
		SP:Iteration 8Q (89699.440000 sec): 3 clusters
  Score: Raw -365187.317151 + Penalty 2652.075560 = -362535.241591
  nChanged 111
		SP:Iteration 9Q (89699.630000 sec): 3 clusters
  Score: Raw -365290.543058 + Penalty 2652.075560 = -362638.467498
  nChanged 130
		SP:Iteration 10Q (89699.820000 sec): 3 clusters
  Score: Raw -365412.272565 + Penalty 2652.075560 = -362760.197005
  nChanged 125
		SP:Iteration 11Q (89700.020000 sec): 3 clusters
  Score: Raw -365526.377983 + Penalty 2652.075560 = -362874.302423
  nChanged 101
		SP:Iteration 12Q (89700.180000 sec): 3 clusters
  Score: Raw -365589.089737 + Penalty 2652.075560 = -362937.014177
  nChanged 61
		SP:Iteration 13Q (89700.350000 sec): 3 clusters
  Score: Raw -365615.359188 + Penalty 2652.075560 = -362963.283628
  nChanged 41
		SP:Iteration 14Q (89700.460000 sec): 3 clusters
  Score: Raw -365630.873617 + Penalty 2652.075560 = -362978.798057
  nChanged 26
		SP:Iteration 15Q (89700.590000 sec): 3 clusters
  Score: Raw -365637.891909 + Penalty 2652.075560 = -362985.816349
  nChanged 11
		SP:Iteration 16Q (89700.750000 sec): 3 clusters
  Score: Raw -365640.643397 + Penalty 2652.075560 = -362988.567837
  nChanged 14
		SP:Iteration 17Q (89700.940000 sec): 3 clusters
  Score: Raw -365644.965887 + Penalty 2652.075560 = -362992.890327
  nChanged 13
		SP:Iteration 18Q (89701.110000 sec): 3 clusters
  Score: Raw -365647.933674 + Penalty 2652.075560 = -362995.858114
  nChanged 7
		SP:Iteration 19Q (89701.330000 sec): 3 clusters
  Score: Raw -365650.272183 + Penalty 2652.075560 = -362998.196623
  nChanged 10
		SP:Iteration 20F (89701.480000 sec): 3 clusters
  Score: Raw -365653.736638 + Penalty 2652.075560 = -363001.661078
  nChanged 14
		SP:Iteration 21Q (89701.670000 sec): 3 clusters
  Score: Raw -365657.335544 + Penalty 2652.075560 = -363005.259984
  nChanged 9
		SP:Iteration 22Q (89701.850000 sec): 3 clusters
  Score: Raw -365660.962670 + Penalty 2652.075560 = -363008.887110
  nChanged 10
		SP:Iteration 23Q (89702.040000 sec): 3 clusters
  Score: Raw -365664.134828 + Penalty 2652.075560 = -363012.059268
  nChanged 10
		SP:Iteration 24Q (89702.190000 sec): 3 clusters
  Score: Raw -365667.171253 + Penalty 2652.075560 = -363015.095693
  nChanged 11
		SP:Iteration 25Q (89702.360000 sec): 3 clusters
  Score: Raw -365670.992967 + Penalty 2652.075560 = -363018.917407
  nChanged 12
		SP:Iteration 26Q (89702.590000 sec): 3 clusters
  Score: Raw -365674.796145 + Penalty 2652.075560 = -363022.720585
  nChanged 10
		SP:Iteration 27Q (89702.760000 sec): 3 clusters
  Score: Raw -365677.633441 + Penalty 2652.075560 = -363025.557881
  nChanged 10
		SP:Iteration 28Q (89702.970000 sec): 3 clusters
  Score: Raw -365680.491361 + Penalty 2652.075560 = -363028.415801
  nChanged 11
		SP:Iteration 29Q (89703.120000 sec): 3 clusters
  Score: Raw -365683.086029 + Penalty 2652.075560 = -363031.010469
  nChanged 11
		SP:Iteration 30Q (89703.310000 sec): 3 clusters
  Score: Raw -365687.792348 + Penalty 2652.075560 = -363035.716788
  nChanged 14
		SP:Iteration 31Q (89703.490000 sec): 3 clusters
  Score: Raw -365691.912870 + Penalty 2652.075560 = -363039.837310
  nChanged 13
		SP:Iteration 32Q (89703.690000 sec): 3 clusters
  Score: Raw -365695.696792 + Penalty 2652.075560 = -363043.621232
  nChanged 11
		SP:Iteration 33Q (89703.910000 sec): 3 clusters
  Score: Raw -365698.151832 + Penalty 2652.075560 = -363046.076272
  nChanged 12
		SP:Iteration 34Q (89704.130000 sec): 3 clusters
  Score: Raw -365702.697698 + Penalty 2652.075560 = -363050.622138
  nChanged 13
		SP:Iteration 35Q (89704.280000 sec): 3 clusters
  Score: Raw -365706.396348 + Penalty 2652.075560 = -363054.320788
  nChanged 13
		SP:Iteration 36Q (89704.470000 sec): 3 clusters
  Score: Raw -365711.770744 + Penalty 2652.075560 = -363059.695184
  nChanged 11
		SP:Iteration 37Q (89704.610000 sec): 3 clusters
  Score: Raw -365715.184683 + Penalty 2652.075560 = -363063.109123
  nChanged 11
		SP:Iteration 38Q (89704.790000 sec): 3 clusters
  Score: Raw -365718.269222 + Penalty 2652.075560 = -363066.193662
  nChanged 6
		SP:Iteration 39Q (89705.010000 sec): 3 clusters
  Score: Raw -365720.153975 + Penalty 2652.075560 = -363068.078415
  nChanged 4
		SP:Iteration 40F (89705.180000 sec): 3 clusters
  Score: Raw -365721.258977 + Penalty 2652.075560 = -363069.183417
  nChanged 7
		SP:Iteration 41Q (89705.380000 sec): 3 clusters
  Score: Raw -365722.936551 + Penalty 2652.075560 = -363070.860991
  nChanged 6
		SP:Iteration 42Q (89705.520000 sec): 3 clusters
  Score: Raw -365724.578366 + Penalty 2652.075560 = -363072.502806
  nChanged 7
		SP:Iteration 43Q (89705.690000 sec): 3 clusters
  Score: Raw -365726.044001 + Penalty 2652.075560 = -363073.968441
  nChanged 6
		SP:Iteration 44Q (89705.900000 sec): 3 clusters
  Score: Raw -365727.312445 + Penalty 2652.075560 = -363075.236885
  nChanged 3
		SP:Iteration 45Q (89706.060000 sec): 3 clusters
  Score: Raw -365728.344261 + Penalty 2652.075560 = -363076.268701
  nChanged 3
		SP:Iteration 46Q (89706.250000 sec): 3 clusters
  Score: Raw -365729.193327 + Penalty 2652.075560 = -363077.117767
  nChanged 1
		SP:Iteration 47Q (89706.390000 sec): 3 clusters
  Score: Raw -365729.640578 + Penalty 2652.075560 = -363077.565018
  nChanged 0
		SP:Iteration 48F (89706.520000 sec): 3 clusters
  Score: Raw -365729.640578 + Penalty 2652.075560 = -363077.565018
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 21 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89706.680000 sec): 2 clusters
  Score: Raw -1114328.056295 + Penalty 1494.981461 = -1112833.074834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89706.890000 sec): 3 clusters
  Score: Raw -1108712.583277 + Penalty 2989.962922 = -1105722.620355
  nChanged 4248
		SP:Iteration 1F (89707.100000 sec): 3 clusters
  Score: Raw -1111019.733502 + Penalty 2989.962922 = -1108029.770580
  nChanged 583
		SP:Iteration 2F (89707.300000 sec): 3 clusters
  Score: Raw -1111245.503606 + Penalty 2989.962922 = -1108255.540683
  nChanged 431
		SP:Iteration 3Q (89707.480000 sec): 3 clusters
  Score: Raw -1111400.387574 + Penalty 2989.962922 = -1108410.424651
  nChanged 389
		SP:Iteration 4Q (89707.680000 sec): 3 clusters
  Score: Raw -1111538.773091 + Penalty 2989.962922 = -1108548.810169
  nChanged 340
		SP:Iteration 5Q (89707.900000 sec): 3 clusters
  Score: Raw -1111686.788909 + Penalty 2989.962922 = -1108696.825986
  nChanged 363
		SP:Iteration 6Q (89708.070000 sec): 3 clusters
  Score: Raw -1111862.044598 + Penalty 2989.962922 = -1108872.081676
  nChanged 390
		SP:Iteration 7Q (89708.300000 sec): 3 clusters
  Score: Raw -1112060.333324 + Penalty 2989.962922 = -1109070.370402
  nChanged 419
		SP:Iteration 8Q (89708.450000 sec): 3 clusters
  Score: Raw -1112280.513571 + Penalty 2989.962922 = -1109290.550649
  nChanged 446
		SP:Iteration 9Q (89708.680000 sec): 3 clusters
  Score: Raw -1112543.579739 + Penalty 2989.962922 = -1109553.616817
  nChanged 460
		SP:Iteration 10Q (89708.830000 sec): 3 clusters
  Score: Raw -1112839.198566 + Penalty 2989.962922 = -1109849.235644
  nChanged 451
		SP:Iteration 11Q (89709.080000 sec): 3 clusters
  Score: Raw -1113143.883078 + Penalty 2989.962922 = -1110153.920155
  nChanged 420
		SP:Iteration 12Q (89709.310000 sec): 3 clusters
  Score: Raw -1113468.751224 + Penalty 2989.962922 = -1110478.788302
  nChanged 360
		SP:Iteration 13Q (89709.550000 sec): 3 clusters
  Score: Raw -1113757.627051 + Penalty 2989.962922 = -1110767.664129
  nChanged 282
		SP:Iteration 14Q (89709.790000 sec): 3 clusters
  Score: Raw -1114005.502493 + Penalty 2989.962922 = -1111015.539570
  nChanged 195
		SP:Iteration 15Q (89709.980000 sec): 3 clusters
  Score: Raw -1114181.578691 + Penalty 2989.962922 = -1111191.615769
  nChanged 127
		SP:Iteration 16Q (89710.170000 sec): 3 clusters
  Score: Raw -1114298.735468 + Penalty 2989.962922 = -1111308.772546
  nChanged 90
		SP:Iteration 17Q (89710.360000 sec): 3 clusters
  Score: Raw -1114380.936540 + Penalty 2989.962922 = -1111390.973618
  nChanged 53
		SP:Iteration 18Q (89710.550000 sec): 3 clusters
  Score: Raw -1114431.187594 + Penalty 2989.962922 = -1111441.224672
  nChanged 39
		SP:Iteration 19Q (89710.710000 sec): 3 clusters
  Score: Raw -1114479.223050 + Penalty 2989.962922 = -1111489.260128
  nChanged 27
		SP:Iteration 20F (89710.900000 sec): 3 clusters
  Score: Raw -1114506.894494 + Penalty 2989.962922 = -1111516.931572
  nChanged 21
		SP:Iteration 21Q (89711.020000 sec): 3 clusters
  Score: Raw -1114527.863217 + Penalty 2989.962922 = -1111537.900295
  nChanged 16
		SP:Iteration 22Q (89711.250000 sec): 3 clusters
  Score: Raw -1114544.968727 + Penalty 2989.962922 = -1111555.005805
  nChanged 5
		SP:Iteration 23Q (89711.450000 sec): 3 clusters
  Score: Raw -1114548.199097 + Penalty 2989.962922 = -1111558.236175
  nChanged 2
		SP:Iteration 24Q (89711.680000 sec): 3 clusters
  Score: Raw -1114549.361516 + Penalty 2989.962922 = -1111559.398594
  nChanged 1
		SP:Iteration 25Q (89711.910000 sec): 3 clusters
  Score: Raw -1114549.781148 + Penalty 2989.962922 = -1111559.818226
  nChanged 0
		SP:Iteration 26F (89712.110000 sec): 3 clusters
  Score: Raw -1114549.781148 + Penalty 2989.962922 = -1111559.818226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 22 (11795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89712.250000 sec): 2 clusters
  Score: Raw -1235422.853880 + Penalty 1523.507536 = -1233899.346344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89712.480000 sec): 3 clusters
  Score: Raw -1228684.401760 + Penalty 3047.015072 = -1225637.386687
  nChanged 5154
		SP:Iteration 1F (89712.740000 sec): 3 clusters
  Score: Raw -1231582.070841 + Penalty 3047.015072 = -1228535.055768
  nChanged 813
		SP:Iteration 2F (89712.940000 sec): 3 clusters
  Score: Raw -1231968.751308 + Penalty 3047.015072 = -1228921.736235
  nChanged 683
		SP:Iteration 3F (89713.180000 sec): 3 clusters
  Score: Raw -1232314.604684 + Penalty 3047.015072 = -1229267.589611
  nChanged 610
		SP:Iteration 4F (89713.420000 sec): 3 clusters
  Score: Raw -1232629.053384 + Penalty 3047.015072 = -1229582.038312
  nChanged 605
		SP:Iteration 5F (89713.620000 sec): 3 clusters
  Score: Raw -1232945.056517 + Penalty 3047.015072 = -1229898.041445
  nChanged 555
		SP:Iteration 6Q (89713.850000 sec): 3 clusters
  Score: Raw -1233234.192264 + Penalty 3047.015072 = -1230187.177192
  nChanged 500
		SP:Iteration 7Q (89714.100000 sec): 3 clusters
  Score: Raw -1233489.216958 + Penalty 3047.015072 = -1230442.201885
  nChanged 423
		SP:Iteration 8Q (89714.370000 sec): 3 clusters
  Score: Raw -1233681.751020 + Penalty 3047.015072 = -1230634.735947
  nChanged 404
		SP:Iteration 9Q (89714.600000 sec): 3 clusters
  Score: Raw -1233855.331829 + Penalty 3047.015072 = -1230808.316757
  nChanged 342
		SP:Iteration 10Q (89714.860000 sec): 3 clusters
  Score: Raw -1233981.309649 + Penalty 3047.015072 = -1230934.294577
  nChanged 270
		SP:Iteration 11Q (89715.050000 sec): 3 clusters
  Score: Raw -1234066.414495 + Penalty 3047.015072 = -1231019.399422
  nChanged 214
		SP:Iteration 12Q (89715.250000 sec): 3 clusters
  Score: Raw -1234123.368865 + Penalty 3047.015072 = -1231076.353793
  nChanged 181
		SP:Iteration 13Q (89715.480000 sec): 3 clusters
  Score: Raw -1234168.800676 + Penalty 3047.015072 = -1231121.785603
  nChanged 158
		SP:Iteration 14Q (89715.710000 sec): 3 clusters
  Score: Raw -1234203.575490 + Penalty 3047.015072 = -1231156.560418
  nChanged 134
		SP:Iteration 15Q (89715.910000 sec): 3 clusters
  Score: Raw -1234231.258487 + Penalty 3047.015072 = -1231184.243414
  nChanged 116
		SP:Iteration 16Q (89716.150000 sec): 3 clusters
  Score: Raw -1234253.206152 + Penalty 3047.015072 = -1231206.191079
  nChanged 117
		SP:Iteration 17Q (89716.360000 sec): 3 clusters
  Score: Raw -1234278.805066 + Penalty 3047.015072 = -1231231.789994
  nChanged 127
		SP:Iteration 18Q (89716.620000 sec): 3 clusters
  Score: Raw -1234312.168948 + Penalty 3047.015072 = -1231265.153876
  nChanged 140
		SP:Iteration 19Q (89716.860000 sec): 3 clusters
  Score: Raw -1234350.683067 + Penalty 3047.015072 = -1231303.667995
  nChanged 161
		SP:Iteration 20F (89717.040000 sec): 3 clusters
  Score: Raw -1234393.506955 + Penalty 3047.015072 = -1231346.491882
  nChanged 170
		SP:Iteration 21Q (89717.240000 sec): 3 clusters
  Score: Raw -1234440.017793 + Penalty 3047.015072 = -1231393.002721
  nChanged 169
		SP:Iteration 22Q (89717.520000 sec): 3 clusters
  Score: Raw -1234483.005593 + Penalty 3047.015072 = -1231435.990521
  nChanged 160
		SP:Iteration 23Q (89717.700000 sec): 3 clusters
  Score: Raw -1234526.705110 + Penalty 3047.015072 = -1231479.690038
  nChanged 195
		SP:Iteration 24Q (89717.910000 sec): 3 clusters
  Score: Raw -1234579.901828 + Penalty 3047.015072 = -1231532.886756
  nChanged 195
		SP:Iteration 25Q (89718.120000 sec): 3 clusters
  Score: Raw -1234635.089526 + Penalty 3047.015072 = -1231588.074454
  nChanged 197
		SP:Iteration 26Q (89718.340000 sec): 3 clusters
  Score: Raw -1234699.225983 + Penalty 3047.015072 = -1231652.210911
  nChanged 210
		SP:Iteration 27Q (89718.570000 sec): 3 clusters
  Score: Raw -1234773.580987 + Penalty 3047.015072 = -1231726.565915
  nChanged 216
		SP:Iteration 28Q (89718.760000 sec): 3 clusters
  Score: Raw -1234850.734256 + Penalty 3047.015072 = -1231803.719184
  nChanged 237
		SP:Iteration 29Q (89718.960000 sec): 3 clusters
  Score: Raw -1234938.009684 + Penalty 3047.015072 = -1231890.994612
  nChanged 232
		SP:Iteration 30Q (89719.180000 sec): 3 clusters
  Score: Raw -1235025.806108 + Penalty 3047.015072 = -1231978.791036
  nChanged 261
		SP:Iteration 31Q (89719.420000 sec): 3 clusters
  Score: Raw -1235140.298323 + Penalty 3047.015072 = -1232093.283251
  nChanged 267
		SP:Iteration 32Q (89719.620000 sec): 3 clusters
  Score: Raw -1235267.705314 + Penalty 3047.015072 = -1232220.690242
  nChanged 281
		SP:Iteration 33Q (89719.890000 sec): 3 clusters
  Score: Raw -1235413.479009 + Penalty 3047.015072 = -1232366.463936
  nChanged 262
		SP:Iteration 34Q (89720.120000 sec): 3 clusters
  Score: Raw -1235591.456098 + Penalty 3047.015072 = -1232544.441026
  nChanged 280
		SP:Iteration 35Q (89720.370000 sec): 3 clusters
  Score: Raw -1235920.705213 + Penalty 3047.015072 = -1232873.690140
  nChanged 253
		SP:Iteration 36Q (89720.600000 sec): 3 clusters
  Score: Raw -1236319.221508 + Penalty 3047.015072 = -1233272.206436
  nChanged 168
		SP:Iteration 37Q (89720.790000 sec): 3 clusters
  Score: Raw -1236512.659182 + Penalty 3047.015072 = -1233465.644110
  nChanged 123
		SP:Iteration 38Q (89720.990000 sec): 3 clusters
  Score: Raw -1236570.704314 + Penalty 3047.015072 = -1233523.689242
  nChanged 75
		SP:Iteration 39Q (89721.240000 sec): 3 clusters
  Score: Raw -1236599.452337 + Penalty 3047.015072 = -1233552.437265
  nChanged 55
		SP:Iteration 40F (89721.460000 sec): 3 clusters
  Score: Raw -1236617.933517 + Penalty 3047.015072 = -1233570.918445
  nChanged 44
		SP:Iteration 41Q (89721.700000 sec): 3 clusters
  Score: Raw -1236631.506992 + Penalty 3047.015072 = -1233584.491920
  nChanged 36
		SP:Iteration 42Q (89721.910000 sec): 3 clusters
  Score: Raw -1236641.033583 + Penalty 3047.015072 = -1233594.018511
  nChanged 26
		SP:Iteration 43Q (89722.100000 sec): 3 clusters
  Score: Raw -1236647.840092 + Penalty 3047.015072 = -1233600.825019
  nChanged 22
		SP:Iteration 44Q (89722.340000 sec): 3 clusters
  Score: Raw -1236653.043737 + Penalty 3047.015072 = -1233606.028665
  nChanged 29
		SP:Iteration 45Q (89722.580000 sec): 3 clusters
  Score: Raw -1236659.293354 + Penalty 3047.015072 = -1233612.278282
  nChanged 20
		SP:Iteration 46Q (89722.750000 sec): 3 clusters
  Score: Raw -1236663.546181 + Penalty 3047.015072 = -1233616.531109
  nChanged 12
		SP:Iteration 47Q (89722.980000 sec): 3 clusters
  Score: Raw -1236666.707376 + Penalty 3047.015072 = -1233619.692304
  nChanged 15
		SP:Iteration 48Q (89723.200000 sec): 3 clusters
  Score: Raw -1236670.186917 + Penalty 3047.015072 = -1233623.171845
  nChanged 15
		SP:Iteration 49Q (89723.440000 sec): 3 clusters
  Score: Raw -1236673.076644 + Penalty 3047.015072 = -1233626.061571
  nChanged 8
		SP:Iteration 50Q (89723.660000 sec): 3 clusters
  Score: Raw -1236674.219221 + Penalty 3047.015072 = -1233627.204149
  nChanged 2
		SP:Iteration 51Q (89723.900000 sec): 3 clusters
  Score: Raw -1236674.437979 + Penalty 3047.015072 = -1233627.422907
  nChanged 1
		SP:Iteration 52Q (89724.110000 sec): 3 clusters
  Score: Raw -1236674.654557 + Penalty 3047.015072 = -1233627.639484
  nChanged 1
		SP:Iteration 53Q (89724.320000 sec): 3 clusters
  Score: Raw -1236674.753032 + Penalty 3047.015072 = -1233627.737959
  nChanged 2
		SP:Iteration 54Q (89724.570000 sec): 3 clusters
  Score: Raw -1236674.999252 + Penalty 3047.015072 = -1233627.984180
  nChanged 1
		SP:Iteration 55Q (89724.790000 sec): 3 clusters
  Score: Raw -1236675.127238 + Penalty 3047.015072 = -1233628.112166
  nChanged 1
		SP:Iteration 56Q (89725.030000 sec): 3 clusters
  Score: Raw -1236675.182844 + Penalty 3047.015072 = -1233628.167772
  nChanged 0
		SP:Iteration 57F (89725.230000 sec): 3 clusters
  Score: Raw -1236675.182844 + Penalty 3047.015072 = -1233628.167772
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 23 (9261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89725.400000 sec): 2 clusters
  Score: Raw -960421.884248 + Penalty 1484.204688 = -958937.679560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89725.640000 sec): 3 clusters
  Score: Raw -955224.061265 + Penalty 2968.409377 = -952255.651888
  nChanged 3987
		SP:Iteration 1F (89725.800000 sec): 3 clusters
  Score: Raw -957484.879620 + Penalty 2968.409377 = -954516.470244
  nChanged 658
		SP:Iteration 2F (89725.960000 sec): 3 clusters
  Score: Raw -957891.018966 + Penalty 2968.409377 = -954922.609589
  nChanged 598
		SP:Iteration 3F (89726.150000 sec): 3 clusters
  Score: Raw -958259.627319 + Penalty 2968.409377 = -955291.217943
  nChanged 578
		SP:Iteration 4F (89726.290000 sec): 3 clusters
  Score: Raw -958629.509198 + Penalty 2968.409377 = -955661.099821
  nChanged 549
		SP:Iteration 5F (89726.530000 sec): 3 clusters
  Score: Raw -958962.601394 + Penalty 2968.409377 = -955994.192017
  nChanged 465
		SP:Iteration 6F (89726.760000 sec): 3 clusters
  Score: Raw -959276.448613 + Penalty 2968.409377 = -956308.039237
  nChanged 436
		SP:Iteration 7Q (89726.960000 sec): 3 clusters
  Score: Raw -959570.566537 + Penalty 2968.409377 = -956602.157160
  nChanged 410
		SP:Iteration 8Q (89727.150000 sec): 3 clusters
  Score: Raw -959866.404547 + Penalty 2968.409377 = -956897.995170
  nChanged 326
		SP:Iteration 9Q (89727.390000 sec): 3 clusters
  Score: Raw -960106.538081 + Penalty 2968.409377 = -957138.128704
  nChanged 277
		SP:Iteration 10Q (89727.630000 sec): 3 clusters
  Score: Raw -960322.646614 + Penalty 2968.409377 = -957354.237237
  nChanged 198
		SP:Iteration 11Q (89727.850000 sec): 3 clusters
  Score: Raw -960478.442212 + Penalty 2968.409377 = -957510.032836
  nChanged 165
		SP:Iteration 12Q (89728.090000 sec): 3 clusters
  Score: Raw -960620.798249 + Penalty 2968.409377 = -957652.388873
  nChanged 137
		SP:Iteration 13Q (89728.290000 sec): 3 clusters
  Score: Raw -960729.655355 + Penalty 2968.409377 = -957761.245978
  nChanged 96
		SP:Iteration 14Q (89728.490000 sec): 3 clusters
  Score: Raw -960793.188085 + Penalty 2968.409377 = -957824.778709
  nChanged 86
		SP:Iteration 15Q (89728.680000 sec): 3 clusters
  Score: Raw -960842.134063 + Penalty 2968.409377 = -957873.724686
  nChanged 64
		SP:Iteration 16Q (89728.850000 sec): 3 clusters
  Score: Raw -960882.212361 + Penalty 2968.409377 = -957913.802985
  nChanged 50
		SP:Iteration 17Q (89729.030000 sec): 3 clusters
  Score: Raw -960911.627346 + Penalty 2968.409377 = -957943.217969
  nChanged 42
		SP:Iteration 18Q (89729.270000 sec): 3 clusters
  Score: Raw -960932.684759 + Penalty 2968.409377 = -957964.275382
  nChanged 32
		SP:Iteration 19Q (89729.510000 sec): 3 clusters
  Score: Raw -960950.839833 + Penalty 2968.409377 = -957982.430456
  nChanged 28
		SP:Iteration 20F (89729.730000 sec): 3 clusters
  Score: Raw -960965.391150 + Penalty 2968.409377 = -957996.981773
  nChanged 22
		SP:Iteration 21Q (89729.890000 sec): 3 clusters
  Score: Raw -960976.672316 + Penalty 2968.409377 = -958008.262939
  nChanged 22
		SP:Iteration 22Q (89730.100000 sec): 3 clusters
  Score: Raw -960991.696869 + Penalty 2968.409377 = -958023.287492
  nChanged 18
		SP:Iteration 23Q (89730.260000 sec): 3 clusters
  Score: Raw -961001.531563 + Penalty 2968.409377 = -958033.122186
  nChanged 14
		SP:Iteration 24Q (89730.450000 sec): 3 clusters
  Score: Raw -961007.801727 + Penalty 2968.409377 = -958039.392351
  nChanged 12
		SP:Iteration 25Q (89730.670000 sec): 3 clusters
  Score: Raw -961011.954407 + Penalty 2968.409377 = -958043.545031
  nChanged 6
		SP:Iteration 26Q (89730.900000 sec): 3 clusters
  Score: Raw -961013.401167 + Penalty 2968.409377 = -958044.991790
  nChanged 4
		SP:Iteration 27Q (89731.100000 sec): 3 clusters
  Score: Raw -961014.299658 + Penalty 2968.409377 = -958045.890281
  nChanged 4
		SP:Iteration 28Q (89731.320000 sec): 3 clusters
  Score: Raw -961015.261413 + Penalty 2968.409377 = -958046.852037
  nChanged 1
		SP:Iteration 29Q (89731.510000 sec): 3 clusters
  Score: Raw -961015.531670 + Penalty 2968.409377 = -958047.122293
  nChanged 1
		SP:Iteration 30Q (89731.700000 sec): 3 clusters
  Score: Raw -961015.663909 + Penalty 2968.409377 = -958047.254532
  nChanged 0
		SP:Iteration 31F (89731.950000 sec): 3 clusters
  Score: Raw -961015.663909 + Penalty 2968.409377 = -958047.254532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 24 (7503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89732.060000 sec): 2 clusters
  Score: Raw -817801.081334 + Penalty 1449.996961 = -816351.084373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89732.320000 sec): 3 clusters
  Score: Raw -813694.185810 + Penalty 2899.993921 = -810794.191888
  nChanged 3161
		SP:Iteration 1F (89732.480000 sec): 3 clusters
  Score: Raw -815410.032214 + Penalty 2899.993921 = -812510.038293
  nChanged 473
		SP:Iteration 2F (89732.690000 sec): 3 clusters
  Score: Raw -815617.380343 + Penalty 2899.993921 = -812717.386422
  nChanged 346
		SP:Iteration 3Q (89732.890000 sec): 3 clusters
  Score: Raw -815767.509598 + Penalty 2899.993921 = -812867.515676
  nChanged 288
		SP:Iteration 4Q (89733.100000 sec): 3 clusters
  Score: Raw -815878.399531 + Penalty 2899.993921 = -812978.405609
  nChanged 245
		SP:Iteration 5Q (89733.320000 sec): 3 clusters
  Score: Raw -815984.538632 + Penalty 2899.993921 = -813084.544711
  nChanged 253
		SP:Iteration 6Q (89733.550000 sec): 3 clusters
  Score: Raw -816093.004230 + Penalty 2899.993921 = -813193.010309
  nChanged 256
		SP:Iteration 7Q (89733.770000 sec): 3 clusters
  Score: Raw -816210.905729 + Penalty 2899.993921 = -813310.911808
  nChanged 288
		SP:Iteration 8Q (89733.950000 sec): 3 clusters
  Score: Raw -816359.492104 + Penalty 2899.993921 = -813459.498182
  nChanged 304
		SP:Iteration 9Q (89734.170000 sec): 3 clusters
  Score: Raw -816537.521686 + Penalty 2899.993921 = -813637.527765
  nChanged 322
		SP:Iteration 10Q (89734.370000 sec): 3 clusters
  Score: Raw -816731.461734 + Penalty 2899.993921 = -813831.467813
  nChanged 314
		SP:Iteration 11Q (89734.560000 sec): 3 clusters
  Score: Raw -816930.066383 + Penalty 2899.993921 = -814030.072462
  nChanged 330
		SP:Iteration 12Q (89734.740000 sec): 3 clusters
  Score: Raw -817138.518556 + Penalty 2899.993921 = -814238.524635
  nChanged 317
		SP:Iteration 13Q (89734.960000 sec): 3 clusters
  Score: Raw -817325.092041 + Penalty 2899.993921 = -814425.098119
  nChanged 278
		SP:Iteration 14Q (89735.160000 sec): 3 clusters
  Score: Raw -817481.691243 + Penalty 2899.993921 = -814581.697322
  nChanged 242
		SP:Iteration 15Q (89735.360000 sec): 3 clusters
  Score: Raw -817594.410430 + Penalty 2899.993921 = -814694.416509
  nChanged 165
		SP:Iteration 16Q (89735.540000 sec): 3 clusters
  Score: Raw -817662.102691 + Penalty 2899.993921 = -814762.108769
  nChanged 137
		SP:Iteration 17Q (89735.690000 sec): 3 clusters
  Score: Raw -817706.128611 + Penalty 2899.993921 = -814806.134690
  nChanged 92
		SP:Iteration 18Q (89735.890000 sec): 3 clusters
  Score: Raw -817733.162201 + Penalty 2899.993921 = -814833.168279
  nChanged 70
		SP:Iteration 19Q (89736.120000 sec): 3 clusters
  Score: Raw -817749.440501 + Penalty 2899.993921 = -814849.446580
  nChanged 52
		SP:Iteration 20F (89736.330000 sec): 3 clusters
  Score: Raw -817759.404180 + Penalty 2899.993921 = -814859.410259
  nChanged 41
		SP:Iteration 21Q (89736.500000 sec): 3 clusters
  Score: Raw -817769.542555 + Penalty 2899.993921 = -814869.548634
  nChanged 45
		SP:Iteration 22Q (89736.720000 sec): 3 clusters
  Score: Raw -817781.887760 + Penalty 2899.993921 = -814881.893838
  nChanged 57
		SP:Iteration 23Q (89736.900000 sec): 3 clusters
  Score: Raw -817795.650779 + Penalty 2899.993921 = -814895.656858
  nChanged 53
		SP:Iteration 24Q (89737.040000 sec): 3 clusters
  Score: Raw -817807.944149 + Penalty 2899.993921 = -814907.950227
  nChanged 52
		SP:Iteration 25Q (89737.210000 sec): 3 clusters
  Score: Raw -817821.178686 + Penalty 2899.993921 = -814921.184765
  nChanged 56
		SP:Iteration 26Q (89737.410000 sec): 3 clusters
  Score: Raw -817834.526558 + Penalty 2899.993921 = -814934.532637
  nChanged 45
		SP:Iteration 27Q (89737.630000 sec): 3 clusters
  Score: Raw -817843.878904 + Penalty 2899.993921 = -814943.884982
  nChanged 39
		SP:Iteration 28Q (89737.920000 sec): 3 clusters
  Score: Raw -817851.280017 + Penalty 2899.993921 = -814951.286095
  nChanged 31
		SP:Iteration 29Q (89738.060000 sec): 3 clusters
  Score: Raw -817857.442738 + Penalty 2899.993921 = -814957.448816
  nChanged 29
		SP:Iteration 30Q (89738.330000 sec): 3 clusters
  Score: Raw -817863.647416 + Penalty 2899.993921 = -814963.653494
  nChanged 38
		SP:Iteration 31Q (89738.550000 sec): 3 clusters
  Score: Raw -817871.722445 + Penalty 2899.993921 = -814971.728524
  nChanged 40
		SP:Iteration 32Q (89738.740000 sec): 3 clusters
  Score: Raw -817879.269664 + Penalty 2899.993921 = -814979.275743
  nChanged 27
		SP:Iteration 33Q (89738.930000 sec): 3 clusters
  Score: Raw -817883.033884 + Penalty 2899.993921 = -814983.039962
  nChanged 24
		SP:Iteration 34Q (89739.180000 sec): 3 clusters
  Score: Raw -817887.184486 + Penalty 2899.993921 = -814987.190565
  nChanged 16
		SP:Iteration 35Q (89739.360000 sec): 3 clusters
  Score: Raw -817889.558387 + Penalty 2899.993921 = -814989.564466
  nChanged 14
		SP:Iteration 36Q (89739.580000 sec): 3 clusters
  Score: Raw -817891.579815 + Penalty 2899.993921 = -814991.585894
  nChanged 12
		SP:Iteration 37Q (89739.820000 sec): 3 clusters
  Score: Raw -817893.814584 + Penalty 2899.993921 = -814993.820662
  nChanged 19
		SP:Iteration 38Q (89740.020000 sec): 3 clusters
  Score: Raw -817896.841503 + Penalty 2899.993921 = -814996.847581
  nChanged 13
		SP:Iteration 39Q (89740.220000 sec): 3 clusters
  Score: Raw -817898.775590 + Penalty 2899.993921 = -814998.781669
  nChanged 7
		SP:Iteration 40F (89740.440000 sec): 3 clusters
  Score: Raw -817899.792328 + Penalty 2899.993921 = -814999.798407
  nChanged 2
		SP:Iteration 41Q (89740.650000 sec): 3 clusters
  Score: Raw -817900.074824 + Penalty 2899.993921 = -815000.080903
  nChanged 2
		SP:Iteration 42Q (89740.840000 sec): 3 clusters
  Score: Raw -817900.234640 + Penalty 2899.993921 = -815000.240719
  nChanged 1
		SP:Iteration 43Q (89741.040000 sec): 3 clusters
  Score: Raw -817900.327834 + Penalty 2899.993921 = -815000.333913
  nChanged 1
		SP:Iteration 44Q (89741.250000 sec): 3 clusters
  Score: Raw -817900.594350 + Penalty 2899.993921 = -815000.600429
  nChanged 2
		SP:Iteration 45Q (89741.470000 sec): 3 clusters
  Score: Raw -817900.852767 + Penalty 2899.993921 = -815000.858845
  nChanged 2
		SP:Iteration 46Q (89741.650000 sec): 3 clusters
  Score: Raw -817901.008000 + Penalty 2899.993921 = -815001.014079
  nChanged 4
		SP:Iteration 47Q (89741.820000 sec): 3 clusters
  Score: Raw -817901.482148 + Penalty 2899.993921 = -815001.488227
  nChanged 3
		SP:Iteration 48Q (89742.020000 sec): 3 clusters
  Score: Raw -817901.796875 + Penalty 2899.993921 = -815001.802954
  nChanged 5
		SP:Iteration 49Q (89742.230000 sec): 3 clusters
  Score: Raw -817902.420700 + Penalty 2899.993921 = -815002.426778
  nChanged 4
		SP:Iteration 50Q (89742.450000 sec): 3 clusters
  Score: Raw -817902.801189 + Penalty 2899.993921 = -815002.807268
  nChanged 5
		SP:Iteration 51Q (89742.650000 sec): 3 clusters
  Score: Raw -817903.585284 + Penalty 2899.993921 = -815003.591363
  nChanged 9
		SP:Iteration 52Q (89742.870000 sec): 3 clusters
  Score: Raw -817904.899777 + Penalty 2899.993921 = -815004.905856
  nChanged 7
		SP:Iteration 53Q (89743.090000 sec): 3 clusters
  Score: Raw -817905.825302 + Penalty 2899.993921 = -815005.831381
  nChanged 9
		SP:Iteration 54Q (89743.280000 sec): 3 clusters
  Score: Raw -817907.363567 + Penalty 2899.993921 = -815007.369645
  nChanged 14
		SP:Iteration 55Q (89743.480000 sec): 3 clusters
  Score: Raw -817909.913134 + Penalty 2899.993921 = -815009.919213
  nChanged 17
		SP:Iteration 56Q (89743.690000 sec): 3 clusters
  Score: Raw -817912.527473 + Penalty 2899.993921 = -815012.533552
  nChanged 14
		SP:Iteration 57Q (89743.890000 sec): 3 clusters
  Score: Raw -817914.189709 + Penalty 2899.993921 = -815014.195788
  nChanged 10
		SP:Iteration 58Q (89744.090000 sec): 3 clusters
  Score: Raw -817915.685023 + Penalty 2899.993921 = -815015.691102
  nChanged 10
		SP:Iteration 59Q (89744.320000 sec): 3 clusters
  Score: Raw -817917.399840 + Penalty 2899.993921 = -815017.405919
  nChanged 15
		SP:Iteration 60F (89744.510000 sec): 3 clusters
  Score: Raw -817920.804592 + Penalty 2899.993921 = -815020.810671
  nChanged 15
		SP:Iteration 61Q (89744.730000 sec): 3 clusters
  Score: Raw -817924.733324 + Penalty 2899.993921 = -815024.739402
  nChanged 24
		SP:Iteration 62Q (89744.930000 sec): 3 clusters
  Score: Raw -817930.775558 + Penalty 2899.993921 = -815030.781637
  nChanged 38
		SP:Iteration 63Q (89745.150000 sec): 3 clusters
  Score: Raw -817939.089072 + Penalty 2899.993921 = -815039.095151
  nChanged 36
		SP:Iteration 64Q (89745.330000 sec): 3 clusters
  Score: Raw -817946.670255 + Penalty 2899.993921 = -815046.676333
  nChanged 43
		SP:Iteration 65Q (89745.530000 sec): 3 clusters
  Score: Raw -817956.244147 + Penalty 2899.993921 = -815056.250226
  nChanged 45
		SP:Iteration 66Q (89745.770000 sec): 3 clusters
  Score: Raw -817966.586598 + Penalty 2899.993921 = -815066.592677
  nChanged 46
		SP:Iteration 67Q (89745.980000 sec): 3 clusters
  Score: Raw -817977.637589 + Penalty 2899.993921 = -815077.643667
  nChanged 46
		SP:Iteration 68Q (89746.180000 sec): 3 clusters
  Score: Raw -817988.116655 + Penalty 2899.993921 = -815088.122734
  nChanged 44
		SP:Iteration 69Q (89746.410000 sec): 3 clusters
  Score: Raw -817997.912552 + Penalty 2899.993921 = -815097.918631
  nChanged 46
		SP:Iteration 70Q (89746.600000 sec): 3 clusters
  Score: Raw -818008.410320 + Penalty 2899.993921 = -815108.416399
  nChanged 39
		SP:Iteration 71Q (89746.810000 sec): 3 clusters
  Score: Raw -818015.726818 + Penalty 2899.993921 = -815115.732896
  nChanged 24
		SP:Iteration 72Q (89747.000000 sec): 3 clusters
  Score: Raw -818019.635832 + Penalty 2899.993921 = -815119.641910
  nChanged 21
		SP:Iteration 73Q (89747.220000 sec): 3 clusters
  Score: Raw -818022.965740 + Penalty 2899.993921 = -815122.971819
  nChanged 14
		SP:Iteration 74Q (89747.410000 sec): 3 clusters
  Score: Raw -818025.243045 + Penalty 2899.993921 = -815125.249124
  nChanged 13
		SP:Iteration 75Q (89747.600000 sec): 3 clusters
  Score: Raw -818026.862392 + Penalty 2899.993921 = -815126.868471
  nChanged 7
		SP:Iteration 76Q (89747.810000 sec): 3 clusters
  Score: Raw -818027.796662 + Penalty 2899.993921 = -815127.802741
  nChanged 5
		SP:Iteration 77Q (89748.030000 sec): 3 clusters
  Score: Raw -818028.949379 + Penalty 2899.993921 = -815128.955458
  nChanged 5
		SP:Iteration 78Q (89748.230000 sec): 3 clusters
  Score: Raw -818029.668902 + Penalty 2899.993921 = -815129.674980
  nChanged 5
		SP:Iteration 79Q (89748.450000 sec): 3 clusters
  Score: Raw -818030.858778 + Penalty 2899.993921 = -815130.864857
  nChanged 8
		SP:Iteration 80F (89748.670000 sec): 3 clusters
  Score: Raw -818032.874205 + Penalty 2899.993921 = -815132.880284
  nChanged 13
		SP:Iteration 81Q (89748.870000 sec): 3 clusters
  Score: Raw -818035.718036 + Penalty 2899.993921 = -815135.724115
  nChanged 10
		SP:Iteration 82Q (89749.110000 sec): 3 clusters
  Score: Raw -818038.416012 + Penalty 2899.993921 = -815138.422090
  nChanged 14
		SP:Iteration 83Q (89749.340000 sec): 3 clusters
  Score: Raw -818041.935445 + Penalty 2899.993921 = -815141.941524
  nChanged 13
		SP:Iteration 84Q (89749.520000 sec): 3 clusters
  Score: Raw -818044.212700 + Penalty 2899.993921 = -815144.218779
  nChanged 16
		SP:Iteration 85Q (89749.720000 sec): 3 clusters
  Score: Raw -818047.501671 + Penalty 2899.993921 = -815147.507750
  nChanged 13
		SP:Iteration 86Q (89749.880000 sec): 3 clusters
  Score: Raw -818050.154666 + Penalty 2899.993921 = -815150.160744
  nChanged 11
		SP:Iteration 87Q (89750.100000 sec): 3 clusters
  Score: Raw -818052.248454 + Penalty 2899.993921 = -815152.254532
  nChanged 9
		SP:Iteration 88Q (89750.310000 sec): 3 clusters
  Score: Raw -818053.642898 + Penalty 2899.993921 = -815153.648976
  nChanged 12
		SP:Iteration 89Q (89750.540000 sec): 3 clusters
  Score: Raw -818056.059421 + Penalty 2899.993921 = -815156.065500
  nChanged 14
		SP:Iteration 90Q (89750.750000 sec): 3 clusters
  Score: Raw -818059.285207 + Penalty 2899.993921 = -815159.291285
  nChanged 22
		SP:Iteration 91Q (89750.960000 sec): 3 clusters
  Score: Raw -818062.967381 + Penalty 2899.993921 = -815162.973459
  nChanged 10
		SP:Iteration 92Q (89751.150000 sec): 3 clusters
  Score: Raw -818064.466612 + Penalty 2899.993921 = -815164.472691
  nChanged 10
		SP:Iteration 93Q (89751.390000 sec): 3 clusters
  Score: Raw -818066.429408 + Penalty 2899.993921 = -815166.435486
  nChanged 8
		SP:Iteration 94Q (89751.570000 sec): 3 clusters
  Score: Raw -818067.698754 + Penalty 2899.993921 = -815167.704833
  nChanged 9
		SP:Iteration 95Q (89751.810000 sec): 3 clusters
  Score: Raw -818069.173653 + Penalty 2899.993921 = -815169.179731
  nChanged 10
		SP:Iteration 96Q (89752.030000 sec): 3 clusters
  Score: Raw -818071.013293 + Penalty 2899.993921 = -815171.019372
  nChanged 11
		SP:Iteration 97Q (89752.280000 sec): 3 clusters
  Score: Raw -818073.055311 + Penalty 2899.993921 = -815173.061390
  nChanged 9
		SP:Iteration 98Q (89752.470000 sec): 3 clusters
  Score: Raw -818074.391415 + Penalty 2899.993921 = -815174.397494
  nChanged 10
		SP:Iteration 99Q (89752.660000 sec): 3 clusters
  Score: Raw -818076.184618 + Penalty 2899.993921 = -815176.190697
  nChanged 14
		SP:Iteration 100F (89752.890000 sec): 3 clusters
  Score: Raw -818078.237324 + Penalty 2899.993921 = -815178.243402
  nChanged 7
		SP:Iteration 101Q (89753.080000 sec): 3 clusters
  Score: Raw -818079.283712 + Penalty 2899.993921 = -815179.289790
  nChanged 10
		SP:Iteration 102Q (89753.290000 sec): 3 clusters
  Score: Raw -818080.714752 + Penalty 2899.993921 = -815180.720830
  nChanged 9
		SP:Iteration 103Q (89753.510000 sec): 3 clusters
  Score: Raw -818081.944225 + Penalty 2899.993921 = -815181.950304
  nChanged 6
		SP:Iteration 104Q (89753.700000 sec): 3 clusters
  Score: Raw -818082.675687 + Penalty 2899.993921 = -815182.681766
  nChanged 7
		SP:Iteration 105Q (89753.910000 sec): 3 clusters
  Score: Raw -818083.538792 + Penalty 2899.993921 = -815183.544871
  nChanged 7
		SP:Iteration 106Q (89754.130000 sec): 3 clusters
  Score: Raw -818084.472019 + Penalty 2899.993921 = -815184.478097
  nChanged 4
		SP:Iteration 107Q (89754.330000 sec): 3 clusters
  Score: Raw -818084.962663 + Penalty 2899.993921 = -815184.968742
  nChanged 1
		SP:Iteration 108Q (89754.550000 sec): 3 clusters
  Score: Raw -818085.156347 + Penalty 2899.993921 = -815185.162426
  nChanged 3
		SP:Iteration 109Q (89754.750000 sec): 3 clusters
  Score: Raw -818085.727830 + Penalty 2899.993921 = -815185.733908
  nChanged 5
		SP:Iteration 110Q (89754.950000 sec): 3 clusters
  Score: Raw -818086.175234 + Penalty 2899.993921 = -815186.181313
  nChanged 5
		SP:Iteration 111Q (89755.160000 sec): 3 clusters
  Score: Raw -818086.913374 + Penalty 2899.993921 = -815186.919452
  nChanged 8
		SP:Iteration 112Q (89755.330000 sec): 3 clusters
  Score: Raw -818087.803247 + Penalty 2899.993921 = -815187.809326
  nChanged 5
		SP:Iteration 113Q (89755.520000 sec): 3 clusters
  Score: Raw -818088.587783 + Penalty 2899.993921 = -815188.593861
  nChanged 10
		SP:Iteration 114Q (89755.730000 sec): 3 clusters
  Score: Raw -818090.747181 + Penalty 2899.993921 = -815190.753260
  nChanged 16
		SP:Iteration 115Q (89755.910000 sec): 3 clusters
  Score: Raw -818093.243391 + Penalty 2899.993921 = -815193.249470
  nChanged 15
		SP:Iteration 116Q (89756.140000 sec): 3 clusters
  Score: Raw -818096.202267 + Penalty 2899.993921 = -815196.208345
  nChanged 19
		SP:Iteration 117Q (89756.340000 sec): 3 clusters
  Score: Raw -818100.129810 + Penalty 2899.993921 = -815200.135889
  nChanged 18
		SP:Iteration 118Q (89756.530000 sec): 3 clusters
  Score: Raw -818103.662761 + Penalty 2899.993921 = -815203.668840
  nChanged 16
		SP:Iteration 119Q (89756.760000 sec): 3 clusters
  Score: Raw -818106.495009 + Penalty 2899.993921 = -815206.501087
  nChanged 14
		SP:Iteration 120F (89756.950000 sec): 3 clusters
  Score: Raw -818108.848062 + Penalty 2899.993921 = -815208.854140
  nChanged 12
		SP:Iteration 121Q (89757.140000 sec): 3 clusters
  Score: Raw -818110.685119 + Penalty 2899.993921 = -815210.691198
  nChanged 13
		SP:Iteration 122Q (89757.390000 sec): 3 clusters
  Score: Raw -818112.991846 + Penalty 2899.993921 = -815212.997925
  nChanged 18
		SP:Iteration 123Q (89757.550000 sec): 3 clusters
  Score: Raw -818116.426712 + Penalty 2899.993921 = -815216.432791
  nChanged 18
		SP:Iteration 124Q (89757.750000 sec): 3 clusters
  Score: Raw -818119.861385 + Penalty 2899.993921 = -815219.867464
  nChanged 19
		SP:Iteration 125Q (89757.960000 sec): 3 clusters
  Score: Raw -818123.481028 + Penalty 2899.993921 = -815223.487107
  nChanged 19
		SP:Iteration 126Q (89758.170000 sec): 3 clusters
  Score: Raw -818127.077003 + Penalty 2899.993921 = -815227.083082
  nChanged 16
		SP:Iteration 127Q (89758.350000 sec): 3 clusters
  Score: Raw -818129.983612 + Penalty 2899.993921 = -815229.989691
  nChanged 11
		SP:Iteration 128Q (89758.560000 sec): 3 clusters
  Score: Raw -818131.556703 + Penalty 2899.993921 = -815231.562782
  nChanged 8
		SP:Iteration 129Q (89758.790000 sec): 3 clusters
  Score: Raw -818132.979124 + Penalty 2899.993921 = -815232.985203
  nChanged 8
		SP:Iteration 130Q (89758.970000 sec): 3 clusters
  Score: Raw -818133.969161 + Penalty 2899.993921 = -815233.975240
  nChanged 3
		SP:Iteration 131Q (89759.160000 sec): 3 clusters
  Score: Raw -818134.282733 + Penalty 2899.993921 = -815234.288812
  nChanged 2
		SP:Iteration 132Q (89759.400000 sec): 3 clusters
  Score: Raw -818134.609792 + Penalty 2899.993921 = -815234.615870
  nChanged 3
		SP:Iteration 133Q (89759.580000 sec): 3 clusters
  Score: Raw -818135.126107 + Penalty 2899.993921 = -815235.132186
  nChanged 4
		SP:Iteration 134Q (89759.780000 sec): 3 clusters
  Score: Raw -818135.759982 + Penalty 2899.993921 = -815235.766061
  nChanged 3
		SP:Iteration 135Q (89759.990000 sec): 3 clusters
  Score: Raw -818136.241931 + Penalty 2899.993921 = -815236.248009
  nChanged 1
		SP:Iteration 136Q (89760.150000 sec): 3 clusters
  Score: Raw -818136.484759 + Penalty 2899.993921 = -815236.490838
  nChanged 3
		SP:Iteration 137Q (89760.340000 sec): 3 clusters
  Score: Raw -818137.052058 + Penalty 2899.993921 = -815237.058136
  nChanged 3
		SP:Iteration 138Q (89760.540000 sec): 3 clusters
  Score: Raw -818137.462398 + Penalty 2899.993921 = -815237.468476
  nChanged 4
		SP:Iteration 139Q (89760.780000 sec): 3 clusters
  Score: Raw -818138.090522 + Penalty 2899.993921 = -815238.096601
  nChanged 6
		SP:Iteration 140F (89760.980000 sec): 3 clusters
  Score: Raw -818138.774499 + Penalty 2899.993921 = -815238.780577
  nChanged 3
		SP:Iteration 141Q (89761.160000 sec): 3 clusters
  Score: Raw -818139.167921 + Penalty 2899.993921 = -815239.174000
  nChanged 4
		SP:Iteration 142Q (89761.350000 sec): 3 clusters
  Score: Raw -818139.711680 + Penalty 2899.993921 = -815239.717758
  nChanged 3
		SP:Iteration 143Q (89761.540000 sec): 3 clusters
  Score: Raw -818140.169446 + Penalty 2899.993921 = -815240.175524
  nChanged 3
		SP:Iteration 144Q (89761.710000 sec): 3 clusters
  Score: Raw -818140.508437 + Penalty 2899.993921 = -815240.514515
  nChanged 2
		SP:Iteration 145Q (89761.900000 sec): 3 clusters
  Score: Raw -818140.720525 + Penalty 2899.993921 = -815240.726603
  nChanged 2
		SP:Iteration 146Q (89762.060000 sec): 3 clusters
  Score: Raw -818141.107371 + Penalty 2899.993921 = -815241.113450
  nChanged 2
		SP:Iteration 147Q (89762.270000 sec): 3 clusters
  Score: Raw -818141.482192 + Penalty 2899.993921 = -815241.488271
  nChanged 4
		SP:Iteration 148Q (89762.440000 sec): 3 clusters
  Score: Raw -818142.129074 + Penalty 2899.993921 = -815242.135153
  nChanged 2
		SP:Iteration 149Q (89762.620000 sec): 3 clusters
  Score: Raw -818142.428956 + Penalty 2899.993921 = -815242.435035
  nChanged 2
		SP:Iteration 150Q (89762.880000 sec): 3 clusters
  Score: Raw -818142.955693 + Penalty 2899.993921 = -815242.961771
  nChanged 4
		SP:Iteration 151Q (89763.070000 sec): 3 clusters
  Score: Raw -818143.684700 + Penalty 2899.993921 = -815243.690778
  nChanged 5
		SP:Iteration 152Q (89763.260000 sec): 3 clusters
  Score: Raw -818144.612654 + Penalty 2899.993921 = -815244.618733
  nChanged 3
		SP:Iteration 153Q (89763.470000 sec): 3 clusters
  Score: Raw -818145.132063 + Penalty 2899.993921 = -815245.138141
  nChanged 7
		SP:Iteration 154Q (89763.670000 sec): 3 clusters
  Score: Raw -818146.315295 + Penalty 2899.993921 = -815246.321373
  nChanged 6
		SP:Iteration 155Q (89763.820000 sec): 3 clusters
  Score: Raw -818147.258922 + Penalty 2899.993921 = -815247.265001
  nChanged 4
		SP:Iteration 156Q (89764.020000 sec): 3 clusters
  Score: Raw -818147.822901 + Penalty 2899.993921 = -815247.828980
  nChanged 3
		SP:Iteration 157Q (89764.220000 sec): 3 clusters
  Score: Raw -818148.346739 + Penalty 2899.993921 = -815248.352818
  nChanged 4
		SP:Iteration 158Q (89764.450000 sec): 3 clusters
  Score: Raw -818149.162230 + Penalty 2899.993921 = -815249.168309
  nChanged 6
		SP:Iteration 159Q (89764.650000 sec): 3 clusters
  Score: Raw -818150.094915 + Penalty 2899.993921 = -815250.100994
  nChanged 3
		SP:Iteration 160F (89764.820000 sec): 3 clusters
  Score: Raw -818150.587375 + Penalty 2899.993921 = -815250.593453
  nChanged 5
		SP:Iteration 161Q (89765.050000 sec): 3 clusters
  Score: Raw -818151.295255 + Penalty 2899.993921 = -815251.301333
  nChanged 4
		SP:Iteration 162Q (89765.220000 sec): 3 clusters
  Score: Raw -818151.903178 + Penalty 2899.993921 = -815251.909256
  nChanged 3
		SP:Iteration 163Q (89765.420000 sec): 3 clusters
  Score: Raw -818152.242290 + Penalty 2899.993921 = -815252.248369
  nChanged 0
		SP:Iteration 164F (89765.660000 sec): 3 clusters
  Score: Raw -818152.242290 + Penalty 2899.993921 = -815252.248369
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 25 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89765.750000 sec): 2 clusters
  Score: Raw -351288.124549 + Penalty 1311.013632 = -349977.110917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89765.950000 sec): 3 clusters
  Score: Raw -349741.938856 + Penalty 2622.027264 = -347119.911592
  nChanged 1223
		SP:Iteration 1F (89766.090000 sec): 3 clusters
  Score: Raw -350369.858399 + Penalty 2622.027264 = -347747.831135
  nChanged 201
		SP:Iteration 2F (89766.290000 sec): 3 clusters
  Score: Raw -350478.715911 + Penalty 2622.027264 = -347856.688647
  nChanged 143
		SP:Iteration 3Q (89766.490000 sec): 3 clusters
  Score: Raw -350554.778825 + Penalty 2622.027264 = -347932.751561
  nChanged 122
		SP:Iteration 4Q (89766.620000 sec): 3 clusters
  Score: Raw -350623.496215 + Penalty 2622.027264 = -348001.468952
  nChanged 93
		SP:Iteration 5Q (89766.770000 sec): 3 clusters
  Score: Raw -350677.087754 + Penalty 2622.027264 = -348055.060490
  nChanged 97
		SP:Iteration 6Q (89766.920000 sec): 3 clusters
  Score: Raw -350733.704552 + Penalty 2622.027264 = -348111.677289
  nChanged 86
		SP:Iteration 7Q (89767.080000 sec): 3 clusters
  Score: Raw -350788.472911 + Penalty 2622.027264 = -348166.445647
  nChanged 90
		SP:Iteration 8Q (89767.270000 sec): 3 clusters
  Score: Raw -350842.149021 + Penalty 2622.027264 = -348220.121758
  nChanged 83
		SP:Iteration 9Q (89767.420000 sec): 3 clusters
  Score: Raw -350896.382987 + Penalty 2622.027264 = -348274.355724
  nChanged 103
		SP:Iteration 10Q (89767.590000 sec): 3 clusters
  Score: Raw -350981.314444 + Penalty 2622.027264 = -348359.287181
  nChanged 104
		SP:Iteration 11Q (89767.760000 sec): 3 clusters
  Score: Raw -351055.135144 + Penalty 2622.027264 = -348433.107880
  nChanged 100
		SP:Iteration 12Q (89767.960000 sec): 3 clusters
  Score: Raw -351142.304619 + Penalty 2622.027264 = -348520.277355
  nChanged 106
		SP:Iteration 13Q (89768.140000 sec): 3 clusters
  Score: Raw -351220.018110 + Penalty 2622.027264 = -348597.990846
  nChanged 89
		SP:Iteration 14Q (89768.310000 sec): 3 clusters
  Score: Raw -351280.422223 + Penalty 2622.027264 = -348658.394959
  nChanged 79
		SP:Iteration 15Q (89768.500000 sec): 3 clusters
  Score: Raw -351334.273187 + Penalty 2622.027264 = -348712.245924
  nChanged 66
		SP:Iteration 16Q (89768.680000 sec): 3 clusters
  Score: Raw -351382.717101 + Penalty 2622.027264 = -348760.689837
  nChanged 65
		SP:Iteration 17Q (89768.880000 sec): 3 clusters
  Score: Raw -351431.026800 + Penalty 2622.027264 = -348808.999536
  nChanged 51
		SP:Iteration 18Q (89769.100000 sec): 3 clusters
  Score: Raw -351462.373445 + Penalty 2622.027264 = -348840.346181
  nChanged 40
		SP:Iteration 19Q (89769.240000 sec): 3 clusters
  Score: Raw -351493.356347 + Penalty 2622.027264 = -348871.329084
  nChanged 41
		SP:Iteration 20F (89769.430000 sec): 3 clusters
  Score: Raw -351527.791394 + Penalty 2622.027264 = -348905.764131
  nChanged 37
		SP:Iteration 21Q (89769.660000 sec): 3 clusters
  Score: Raw -351557.249844 + Penalty 2622.027264 = -348935.222581
  nChanged 35
		SP:Iteration 22Q (89769.820000 sec): 3 clusters
  Score: Raw -351580.386941 + Penalty 2622.027264 = -348958.359678
  nChanged 25
		SP:Iteration 23Q (89770.030000 sec): 3 clusters
  Score: Raw -351598.061076 + Penalty 2622.027264 = -348976.033812
  nChanged 15
		SP:Iteration 24Q (89770.170000 sec): 3 clusters
  Score: Raw -351607.044298 + Penalty 2622.027264 = -348985.017034
  nChanged 10
		SP:Iteration 25Q (89770.350000 sec): 3 clusters
  Score: Raw -351615.324281 + Penalty 2622.027264 = -348993.297018
  nChanged 9
		SP:Iteration 26Q (89770.540000 sec): 3 clusters
  Score: Raw -351620.294929 + Penalty 2622.027264 = -348998.267665
  nChanged 5
		SP:Iteration 27Q (89770.730000 sec): 3 clusters
  Score: Raw -351623.829900 + Penalty 2622.027264 = -349001.802636
  nChanged 5
		SP:Iteration 28Q (89770.880000 sec): 3 clusters
  Score: Raw -351627.168562 + Penalty 2622.027264 = -349005.141298
  nChanged 6
		SP:Iteration 29Q (89771.060000 sec): 3 clusters
  Score: Raw -351631.599737 + Penalty 2622.027264 = -349009.572474
  nChanged 6
		SP:Iteration 30Q (89771.200000 sec): 3 clusters
  Score: Raw -351634.293939 + Penalty 2622.027264 = -349012.266675
  nChanged 4
		SP:Iteration 31Q (89771.420000 sec): 3 clusters
  Score: Raw -351637.096435 + Penalty 2622.027264 = -349015.069172
  nChanged 10
		SP:Iteration 32Q (89771.580000 sec): 3 clusters
  Score: Raw -351642.997435 + Penalty 2622.027264 = -349020.970171
  nChanged 2
		SP:Iteration 33Q (89771.740000 sec): 3 clusters
  Score: Raw -351644.426001 + Penalty 2622.027264 = -349022.398737
  nChanged 1
		SP:Iteration 34Q (89771.890000 sec): 3 clusters
  Score: Raw -351644.712202 + Penalty 2622.027264 = -349022.684938
  nChanged 0
		SP:Iteration 35F (89772.040000 sec): 3 clusters
  Score: Raw -351644.712202 + Penalty 2622.027264 = -349022.684938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 26 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89772.140000 sec): 2 clusters
  Score: Raw -12638.043000 + Penalty 832.644147 = -11805.398853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89772.290000 sec): 3 clusters
  Score: Raw -12942.808296 + Penalty 1665.288293 = -11277.520003
  nChanged 31
		SP:Iteration 1F (89772.430000 sec): 3 clusters
  Score: Raw -13230.197980 + Penalty 1665.288293 = -11564.909687
  nChanged 8
		SP:Iteration 2Q (89772.600000 sec): 3 clusters
  Score: Raw -13285.818435 + Penalty 1665.288293 = -11620.530141
  nChanged 3
		SP:Iteration 3Q (89772.730000 sec): 3 clusters
  Score: Raw -13305.066234 + Penalty 1665.288293 = -11639.777941
  nChanged 1
		SP:Iteration 4Q (89772.860000 sec): 3 clusters
  Score: Raw -13341.068400 + Penalty 1665.288293 = -11675.780106
  nChanged 1
		SP:Iteration 5Q (89772.980000 sec): 3 clusters
  Score: Raw -13354.355248 + Penalty 1665.288293 = -11689.066954
  nChanged 0
		SP:Iteration 6F (89773.120000 sec): 3 clusters
  Score: Raw -13354.355248 + Penalty 1665.288293 = -11689.066954
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 27 (7752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89773.280000 sec): 2 clusters
  Score: Raw -843286.393583 + Penalty 1455.302250 = -841831.091333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89773.450000 sec): 3 clusters
  Score: Raw -838997.192171 + Penalty 2910.604500 = -836086.587671
  nChanged 3308
		SP:Iteration 1F (89773.640000 sec): 3 clusters
  Score: Raw -840742.499403 + Penalty 2910.604500 = -837831.894903
  nChanged 576
		SP:Iteration 2F (89773.850000 sec): 3 clusters
  Score: Raw -841168.013489 + Penalty 2910.604500 = -838257.408989
  nChanged 587
		SP:Iteration 3F (89774.020000 sec): 3 clusters
  Score: Raw -841765.278038 + Penalty 2910.604500 = -838854.673538
  nChanged 678
		SP:Iteration 4F (89774.230000 sec): 3 clusters
  Score: Raw -842466.434877 + Penalty 2910.604500 = -839555.830378
  nChanged 652
		SP:Iteration 5F (89774.430000 sec): 3 clusters
  Score: Raw -843083.947359 + Penalty 2910.604500 = -840173.342859
  nChanged 482
		SP:Iteration 6F (89774.700000 sec): 3 clusters
  Score: Raw -843492.709335 + Penalty 2910.604500 = -840582.104835
  nChanged 344
		SP:Iteration 7Q (89774.860000 sec): 3 clusters
  Score: Raw -843756.189576 + Penalty 2910.604500 = -840845.585076
  nChanged 223
		SP:Iteration 8Q (89775.070000 sec): 3 clusters
  Score: Raw -843892.008311 + Penalty 2910.604500 = -840981.403811
  nChanged 146
		SP:Iteration 9Q (89775.270000 sec): 3 clusters
  Score: Raw -843965.536364 + Penalty 2910.604500 = -841054.931864
  nChanged 95
		SP:Iteration 10Q (89775.500000 sec): 3 clusters
  Score: Raw -844003.833472 + Penalty 2910.604500 = -841093.228972
  nChanged 58
		SP:Iteration 11Q (89775.750000 sec): 3 clusters
  Score: Raw -844021.079184 + Penalty 2910.604500 = -841110.474684
  nChanged 28
		SP:Iteration 12Q (89775.930000 sec): 3 clusters
  Score: Raw -844029.245080 + Penalty 2910.604500 = -841118.640581
  nChanged 22
		SP:Iteration 13Q (89776.180000 sec): 3 clusters
  Score: Raw -844035.131088 + Penalty 2910.604500 = -841124.526588
  nChanged 17
		SP:Iteration 14Q (89776.380000 sec): 3 clusters
  Score: Raw -844039.269087 + Penalty 2910.604500 = -841128.664587
  nChanged 13
		SP:Iteration 15Q (89776.540000 sec): 3 clusters
  Score: Raw -844042.753335 + Penalty 2910.604500 = -841132.148835
  nChanged 14
		SP:Iteration 16Q (89776.740000 sec): 3 clusters
  Score: Raw -844046.756441 + Penalty 2910.604500 = -841136.151941
  nChanged 16
		SP:Iteration 17Q (89776.980000 sec): 3 clusters
  Score: Raw -844050.650736 + Penalty 2910.604500 = -841140.046236
  nChanged 16
		SP:Iteration 18Q (89777.150000 sec): 3 clusters
  Score: Raw -844054.579104 + Penalty 2910.604500 = -841143.974604
  nChanged 14
		SP:Iteration 19Q (89777.350000 sec): 3 clusters
  Score: Raw -844057.647342 + Penalty 2910.604500 = -841147.042842
  nChanged 7
		SP:Iteration 20F (89777.540000 sec): 3 clusters
  Score: Raw -844058.985367 + Penalty 2910.604500 = -841148.380867
  nChanged 7
		SP:Iteration 21Q (89777.740000 sec): 3 clusters
  Score: Raw -844059.886598 + Penalty 2910.604500 = -841149.282098
  nChanged 4
		SP:Iteration 22Q (89777.960000 sec): 3 clusters
  Score: Raw -844060.362306 + Penalty 2910.604500 = -841149.757806
  nChanged 2
		SP:Iteration 23Q (89778.140000 sec): 3 clusters
  Score: Raw -844060.618081 + Penalty 2910.604500 = -841150.013581
  nChanged 1
		SP:Iteration 24Q (89778.370000 sec): 3 clusters
  Score: Raw -844060.689710 + Penalty 2910.604500 = -841150.085210
  nChanged 1
		SP:Iteration 25Q (89778.570000 sec): 3 clusters
  Score: Raw -844060.927929 + Penalty 2910.604500 = -841150.323429
  nChanged 4
		SP:Iteration 26Q (89778.830000 sec): 3 clusters
  Score: Raw -844061.777439 + Penalty 2910.604500 = -841151.172939
  nChanged 4
		SP:Iteration 27Q (89779.030000 sec): 3 clusters
  Score: Raw -844063.135339 + Penalty 2910.604500 = -841152.530839
  nChanged 3
		SP:Iteration 28Q (89779.190000 sec): 3 clusters
  Score: Raw -844063.496977 + Penalty 2910.604500 = -841152.892477
  nChanged 3
		SP:Iteration 29Q (89779.350000 sec): 3 clusters
  Score: Raw -844063.819752 + Penalty 2910.604500 = -841153.215252
  nChanged 1
		SP:Iteration 30Q (89779.590000 sec): 3 clusters
  Score: Raw -844063.914546 + Penalty 2910.604500 = -841153.310046
  nChanged 0
		SP:Iteration 31F (89779.810000 sec): 3 clusters
  Score: Raw -844063.914546 + Penalty 2910.604500 = -841153.310046
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 28 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89779.910000 sec): 2 clusters
  Score: Raw -22143.767509 + Penalty 879.392483 = -21264.375025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89780.060000 sec): 3 clusters
  Score: Raw -22240.207835 + Penalty 1758.784967 = -20481.422868
  nChanged 32
		SP:Iteration 1F (89780.210000 sec): 3 clusters
  Score: Raw -22319.787725 + Penalty 1758.784967 = -20561.002758
  nChanged 8
		SP:Iteration 2Q (89780.400000 sec): 3 clusters
  Score: Raw -22339.655244 + Penalty 1758.784967 = -20580.870278
  nChanged 2
		SP:Iteration 3Q (89780.570000 sec): 3 clusters
  Score: Raw -22343.168794 + Penalty 1758.784967 = -20584.383827
  nChanged 1
		SP:Iteration 4Q (89780.720000 sec): 3 clusters
  Score: Raw -22344.184402 + Penalty 1758.784967 = -20585.399435
  nChanged 0
		SP:Iteration 5F (89780.930000 sec): 3 clusters
  Score: Raw -22344.184402 + Penalty 1758.784967 = -20585.399435
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 29 (44705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89781.270000 sec): 2 clusters
  Score: Raw -4911940.524211 + Penalty 1740.024103 = -4910200.500109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89781.650000 sec): 3 clusters
  Score: Raw -4883629.258959 + Penalty 3480.048205 = -4880149.210754
  nChanged 20842
		SP:Iteration 1F (89782.100000 sec): 3 clusters
  Score: Raw -4895393.973157 + Penalty 3480.048205 = -4891913.924951
  nChanged 1925
		SP:Iteration 2Q (89782.550000 sec): 3 clusters
  Score: Raw -4896031.458858 + Penalty 3480.048205 = -4892551.410653
  nChanged 2036
		SP:Iteration 3Q (89782.980000 sec): 3 clusters
  Score: Raw -4896879.997280 + Penalty 3480.048205 = -4893399.949075
  nChanged 2357
		SP:Iteration 4F (89783.400000 sec): 3 clusters
  Score: Raw -4898093.420104 + Penalty 3480.048205 = -4894613.371899
  nChanged 2657
		SP:Iteration 5F (89783.840000 sec): 3 clusters
  Score: Raw -4899735.343651 + Penalty 3480.048205 = -4896255.295446
  nChanged 3021
		SP:Iteration 6F (89784.260000 sec): 3 clusters
  Score: Raw -4901920.874818 + Penalty 3480.048205 = -4898440.826612
  nChanged 3040
		SP:Iteration 7F (89784.730000 sec): 3 clusters
  Score: Raw -4904321.098592 + Penalty 3480.048205 = -4900841.050387
  nChanged 2657
		SP:Iteration 8F (89785.170000 sec): 3 clusters
  Score: Raw -4906618.935280 + Penalty 3480.048205 = -4903138.887075
  nChanged 2047
		SP:Iteration 9Q (89785.580000 sec): 3 clusters
  Score: Raw -4908273.935421 + Penalty 3480.048205 = -4904793.887216
  nChanged 1481
		SP:Iteration 10Q (89786.030000 sec): 3 clusters
  Score: Raw -4909254.122885 + Penalty 3480.048205 = -4905774.074680
  nChanged 1088
		SP:Iteration 11Q (89786.470000 sec): 3 clusters
  Score: Raw -4909874.723083 + Penalty 3480.048205 = -4906394.674877
  nChanged 781
		SP:Iteration 12Q (89786.930000 sec): 3 clusters
  Score: Raw -4910262.675489 + Penalty 3480.048205 = -4906782.627284
  nChanged 648
		SP:Iteration 13Q (89787.330000 sec): 3 clusters
  Score: Raw -4910572.588765 + Penalty 3480.048205 = -4907092.540559
  nChanged 555
		SP:Iteration 14Q (89787.810000 sec): 3 clusters
  Score: Raw -4910832.130644 + Penalty 3480.048205 = -4907352.082438
  nChanged 476
		SP:Iteration 15Q (89788.190000 sec): 3 clusters
  Score: Raw -4911046.649191 + Penalty 3480.048205 = -4907566.600986
  nChanged 428
		SP:Iteration 16Q (89788.580000 sec): 3 clusters
  Score: Raw -4911221.841977 + Penalty 3480.048205 = -4907741.793772
  nChanged 394
		SP:Iteration 17Q (89789.020000 sec): 3 clusters
  Score: Raw -4911391.602425 + Penalty 3480.048205 = -4907911.554219
  nChanged 369
		SP:Iteration 18Q (89789.420000 sec): 3 clusters
  Score: Raw -4911538.670030 + Penalty 3480.048205 = -4908058.621825
  nChanged 307
		SP:Iteration 19Q (89789.850000 sec): 3 clusters
  Score: Raw -4911640.581310 + Penalty 3480.048205 = -4908160.533104
  nChanged 248
		SP:Iteration 20F (89790.300000 sec): 3 clusters
  Score: Raw -4911721.779416 + Penalty 3480.048205 = -4908241.731211
  nChanged 262
		SP:Iteration 21Q (89790.740000 sec): 3 clusters
  Score: Raw -4911811.187616 + Penalty 3480.048205 = -4908331.139411
  nChanged 231
		SP:Iteration 22Q (89791.110000 sec): 3 clusters
  Score: Raw -4911890.968760 + Penalty 3480.048205 = -4908410.920555
  nChanged 204
		SP:Iteration 23Q (89791.520000 sec): 3 clusters
  Score: Raw -4911967.831212 + Penalty 3480.048205 = -4908487.783006
  nChanged 189
		SP:Iteration 24Q (89791.920000 sec): 3 clusters
  Score: Raw -4912049.530805 + Penalty 3480.048205 = -4908569.482600
  nChanged 171
		SP:Iteration 25Q (89792.340000 sec): 3 clusters
  Score: Raw -4912134.993540 + Penalty 3480.048205 = -4908654.945335
  nChanged 158
		SP:Iteration 26Q (89792.770000 sec): 3 clusters
  Score: Raw -4912226.615488 + Penalty 3480.048205 = -4908746.567282
  nChanged 142
		SP:Iteration 27Q (89793.130000 sec): 3 clusters
  Score: Raw -4912321.991482 + Penalty 3480.048205 = -4908841.943277
  nChanged 131
		SP:Iteration 28Q (89793.550000 sec): 3 clusters
  Score: Raw -4912396.828712 + Penalty 3480.048205 = -4908916.780507
  nChanged 110
		SP:Iteration 29Q (89793.950000 sec): 3 clusters
  Score: Raw -4912442.672297 + Penalty 3480.048205 = -4908962.624092
  nChanged 89
		SP:Iteration 30Q (89794.330000 sec): 3 clusters
  Score: Raw -4912482.703851 + Penalty 3480.048205 = -4909002.655646
  nChanged 65
		SP:Iteration 31Q (89794.730000 sec): 3 clusters
  Score: Raw -4912506.841471 + Penalty 3480.048205 = -4909026.793266
  nChanged 44
		SP:Iteration 32Q (89795.090000 sec): 3 clusters
  Score: Raw -4912520.292037 + Penalty 3480.048205 = -4909040.243832
  nChanged 44
		SP:Iteration 33Q (89795.470000 sec): 3 clusters
  Score: Raw -4912533.009620 + Penalty 3480.048205 = -4909052.961415
  nChanged 35
		SP:Iteration 34Q (89795.860000 sec): 3 clusters
  Score: Raw -4912541.087152 + Penalty 3480.048205 = -4909061.038947
  nChanged 28
		SP:Iteration 35Q (89796.280000 sec): 3 clusters
  Score: Raw -4912548.043051 + Penalty 3480.048205 = -4909067.994846
  nChanged 24
		SP:Iteration 36Q (89796.660000 sec): 3 clusters
  Score: Raw -4912555.841181 + Penalty 3480.048205 = -4909075.792976
  nChanged 27
		SP:Iteration 37Q (89797.020000 sec): 3 clusters
  Score: Raw -4912562.933387 + Penalty 3480.048205 = -4909082.885182
  nChanged 14
		SP:Iteration 38Q (89797.400000 sec): 3 clusters
  Score: Raw -4912566.435902 + Penalty 3480.048205 = -4909086.387697
  nChanged 10
		SP:Iteration 39Q (89797.770000 sec): 3 clusters
  Score: Raw -4912568.449068 + Penalty 3480.048205 = -4909088.400862
  nChanged 14
		SP:Iteration 40F (89798.110000 sec): 3 clusters
  Score: Raw -4912570.724079 + Penalty 3480.048205 = -4909090.675874
  nChanged 8
		SP:Iteration 41Q (89798.460000 sec): 3 clusters
  Score: Raw -4912572.098214 + Penalty 3480.048205 = -4909092.050009
  nChanged 11
		SP:Iteration 42Q (89798.800000 sec): 3 clusters
  Score: Raw -4912573.775023 + Penalty 3480.048205 = -4909093.726817
  nChanged 6
		SP:Iteration 43Q (89799.220000 sec): 3 clusters
  Score: Raw -4912574.874686 + Penalty 3480.048205 = -4909094.826480
  nChanged 9
		SP:Iteration 44Q (89799.590000 sec): 3 clusters
  Score: Raw -4912576.737525 + Penalty 3480.048205 = -4909096.689320
  nChanged 9
		SP:Iteration 45Q (89799.950000 sec): 3 clusters
  Score: Raw -4912577.500988 + Penalty 3480.048205 = -4909097.452783
  nChanged 6
		SP:Iteration 46Q (89800.330000 sec): 3 clusters
  Score: Raw -4912578.284511 + Penalty 3480.048205 = -4909098.236306
  nChanged 1
		SP:Iteration 47Q (89800.700000 sec): 3 clusters
  Score: Raw -4912578.450714 + Penalty 3480.048205 = -4909098.402509
  nChanged 1
		SP:Iteration 48Q (89801.110000 sec): 3 clusters
  Score: Raw -4912578.638049 + Penalty 3480.048205 = -4909098.589844
  nChanged 1
		SP:Iteration 49Q (89801.510000 sec): 3 clusters
  Score: Raw -4912578.870914 + Penalty 3480.048205 = -4909098.822709
  nChanged 2
		SP:Iteration 50Q (89801.870000 sec): 3 clusters
  Score: Raw -4912579.096854 + Penalty 3480.048205 = -4909099.048649
  nChanged 2
		SP:Iteration 51Q (89802.300000 sec): 3 clusters
  Score: Raw -4912579.386359 + Penalty 3480.048205 = -4909099.338154
  nChanged 2
		SP:Iteration 52Q (89802.650000 sec): 3 clusters
  Score: Raw -4912579.710262 + Penalty 3480.048205 = -4909099.662057
  nChanged 2
		SP:Iteration 53Q (89803.040000 sec): 3 clusters
  Score: Raw -4912579.965809 + Penalty 3480.048205 = -4909099.917604
  nChanged 0
		SP:Iteration 54F (89803.440000 sec): 3 clusters
  Score: Raw -4912579.965809 + Penalty 3480.048205 = -4909099.917604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 30 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89803.570000 sec): 2 clusters
  Score: Raw -814922.287640 + Penalty 1447.222849 = -813475.064790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89803.790000 sec): 3 clusters
  Score: Raw -810903.141020 + Penalty 2894.445699 = -808008.695321
  nChanged 3120
		SP:Iteration 1F (89803.990000 sec): 3 clusters
  Score: Raw -812616.791640 + Penalty 2894.445699 = -809722.345941
  nChanged 579
		SP:Iteration 2F (89804.160000 sec): 3 clusters
  Score: Raw -812970.380820 + Penalty 2894.445699 = -810075.935121
  nChanged 523
		SP:Iteration 3F (89804.380000 sec): 3 clusters
  Score: Raw -813336.064625 + Penalty 2894.445699 = -810441.618927
  nChanged 514
		SP:Iteration 4F (89804.570000 sec): 3 clusters
  Score: Raw -813709.429110 + Penalty 2894.445699 = -810814.983412
  nChanged 500
		SP:Iteration 5F (89804.740000 sec): 3 clusters
  Score: Raw -814059.496035 + Penalty 2894.445699 = -811165.050336
  nChanged 425
		SP:Iteration 6F (89804.950000 sec): 3 clusters
  Score: Raw -814363.723851 + Penalty 2894.445699 = -811469.278153
  nChanged 339
		SP:Iteration 7Q (89805.080000 sec): 3 clusters
  Score: Raw -814588.012252 + Penalty 2894.445699 = -811693.566553
  nChanged 268
		SP:Iteration 8Q (89805.330000 sec): 3 clusters
  Score: Raw -814750.589484 + Penalty 2894.445699 = -811856.143785
  nChanged 218
		SP:Iteration 9Q (89805.540000 sec): 3 clusters
  Score: Raw -814862.529385 + Penalty 2894.445699 = -811968.083686
  nChanged 174
		SP:Iteration 10Q (89805.750000 sec): 3 clusters
  Score: Raw -814923.720437 + Penalty 2894.445699 = -812029.274739
  nChanged 108
		SP:Iteration 11Q (89805.950000 sec): 3 clusters
  Score: Raw -814957.450185 + Penalty 2894.445699 = -812063.004486
  nChanged 88
		SP:Iteration 12Q (89806.140000 sec): 3 clusters
  Score: Raw -814979.196381 + Penalty 2894.445699 = -812084.750682
  nChanged 57
		SP:Iteration 13Q (89806.390000 sec): 3 clusters
  Score: Raw -814991.176957 + Penalty 2894.445699 = -812096.731258
  nChanged 38
		SP:Iteration 14Q (89806.570000 sec): 3 clusters
  Score: Raw -814998.595531 + Penalty 2894.445699 = -812104.149832
  nChanged 32
		SP:Iteration 15Q (89806.790000 sec): 3 clusters
  Score: Raw -815005.626778 + Penalty 2894.445699 = -812111.181079
  nChanged 23
		SP:Iteration 16Q (89806.990000 sec): 3 clusters
  Score: Raw -815010.643052 + Penalty 2894.445699 = -812116.197353
  nChanged 21
		SP:Iteration 17Q (89807.190000 sec): 3 clusters
  Score: Raw -815015.254748 + Penalty 2894.445699 = -812120.809049
  nChanged 12
		SP:Iteration 18Q (89807.390000 sec): 3 clusters
  Score: Raw -815017.746919 + Penalty 2894.445699 = -812123.301221
  nChanged 16
		SP:Iteration 19Q (89807.580000 sec): 3 clusters
  Score: Raw -815020.518477 + Penalty 2894.445699 = -812126.072778
  nChanged 9
		SP:Iteration 20F (89807.800000 sec): 3 clusters
  Score: Raw -815021.750712 + Penalty 2894.445699 = -812127.305013
  nChanged 9
		SP:Iteration 21Q (89807.930000 sec): 3 clusters
  Score: Raw -815023.281245 + Penalty 2894.445699 = -812128.835546
  nChanged 6
		SP:Iteration 22Q (89808.140000 sec): 3 clusters
  Score: Raw -815024.023429 + Penalty 2894.445699 = -812129.577731
  nChanged 2
		SP:Iteration 23Q (89808.300000 sec): 3 clusters
  Score: Raw -815024.346145 + Penalty 2894.445699 = -812129.900446
  nChanged 5
		SP:Iteration 24Q (89808.490000 sec): 3 clusters
  Score: Raw -815025.314284 + Penalty 2894.445699 = -812130.868586
  nChanged 5
		SP:Iteration 25Q (89808.650000 sec): 3 clusters
  Score: Raw -815026.276306 + Penalty 2894.445699 = -812131.830608
  nChanged 7
		SP:Iteration 26Q (89808.790000 sec): 3 clusters
  Score: Raw -815027.401783 + Penalty 2894.445699 = -812132.956084
  nChanged 3
		SP:Iteration 27Q (89808.940000 sec): 3 clusters
  Score: Raw -815028.023827 + Penalty 2894.445699 = -812133.578129
  nChanged 3
		SP:Iteration 28Q (89809.150000 sec): 3 clusters
  Score: Raw -815028.351692 + Penalty 2894.445699 = -812133.905993
  nChanged 2
		SP:Iteration 29Q (89809.330000 sec): 3 clusters
  Score: Raw -815028.670847 + Penalty 2894.445699 = -812134.225148
  nChanged 2
		SP:Iteration 30Q (89809.530000 sec): 3 clusters
  Score: Raw -815028.972784 + Penalty 2894.445699 = -812134.527085
  nChanged 5
		SP:Iteration 31Q (89809.680000 sec): 3 clusters
  Score: Raw -815030.073337 + Penalty 2894.445699 = -812135.627638
  nChanged 6
		SP:Iteration 32Q (89809.890000 sec): 3 clusters
  Score: Raw -815031.029531 + Penalty 2894.445699 = -812136.583832
  nChanged 8
		SP:Iteration 33Q (89810.100000 sec): 3 clusters
  Score: Raw -815032.187142 + Penalty 2894.445699 = -812137.741444
  nChanged 5
		SP:Iteration 34Q (89810.270000 sec): 3 clusters
  Score: Raw -815033.043895 + Penalty 2894.445699 = -812138.598196
  nChanged 5
		SP:Iteration 35Q (89810.490000 sec): 3 clusters
  Score: Raw -815034.009012 + Penalty 2894.445699 = -812139.563313
  nChanged 6
		SP:Iteration 36Q (89810.720000 sec): 3 clusters
  Score: Raw -815035.383473 + Penalty 2894.445699 = -812140.937774
  nChanged 5
		SP:Iteration 37Q (89810.930000 sec): 3 clusters
  Score: Raw -815036.469606 + Penalty 2894.445699 = -812142.023907
  nChanged 8
		SP:Iteration 38Q (89811.140000 sec): 3 clusters
  Score: Raw -815038.038761 + Penalty 2894.445699 = -812143.593062
  nChanged 7
		SP:Iteration 39Q (89811.310000 sec): 3 clusters
  Score: Raw -815039.373007 + Penalty 2894.445699 = -812144.927308
  nChanged 9
		SP:Iteration 40F (89811.560000 sec): 3 clusters
  Score: Raw -815041.764760 + Penalty 2894.445699 = -812147.319061
  nChanged 11
		SP:Iteration 41Q (89811.740000 sec): 3 clusters
  Score: Raw -815043.796109 + Penalty 2894.445699 = -812149.350410
  nChanged 10
		SP:Iteration 42Q (89811.970000 sec): 3 clusters
  Score: Raw -815045.929108 + Penalty 2894.445699 = -812151.483410
  nChanged 14
		SP:Iteration 43Q (89812.110000 sec): 3 clusters
  Score: Raw -815048.294636 + Penalty 2894.445699 = -812153.848937
  nChanged 11
		SP:Iteration 44Q (89812.340000 sec): 3 clusters
  Score: Raw -815050.283004 + Penalty 2894.445699 = -812155.837305
  nChanged 8
		SP:Iteration 45Q (89812.520000 sec): 3 clusters
  Score: Raw -815052.759510 + Penalty 2894.445699 = -812158.313811
  nChanged 11
		SP:Iteration 46Q (89812.710000 sec): 3 clusters
  Score: Raw -815055.330952 + Penalty 2894.445699 = -812160.885254
  nChanged 8
		SP:Iteration 47Q (89812.930000 sec): 3 clusters
  Score: Raw -815056.681192 + Penalty 2894.445699 = -812162.235493
  nChanged 5
		SP:Iteration 48Q (89813.170000 sec): 3 clusters
  Score: Raw -815057.481826 + Penalty 2894.445699 = -812163.036128
  nChanged 4
		SP:Iteration 49Q (89813.350000 sec): 3 clusters
  Score: Raw -815058.185526 + Penalty 2894.445699 = -812163.739827
  nChanged 2
		SP:Iteration 50Q (89813.610000 sec): 3 clusters
  Score: Raw -815058.615563 + Penalty 2894.445699 = -812164.169864
  nChanged 3
		SP:Iteration 51Q (89813.810000 sec): 3 clusters
  Score: Raw -815059.196352 + Penalty 2894.445699 = -812164.750653
  nChanged 5
		SP:Iteration 52Q (89814.030000 sec): 3 clusters
  Score: Raw -815060.032133 + Penalty 2894.445699 = -812165.586434
  nChanged 5
		SP:Iteration 53Q (89814.210000 sec): 3 clusters
  Score: Raw -815060.632252 + Penalty 2894.445699 = -812166.186554
  nChanged 6
		SP:Iteration 54Q (89814.410000 sec): 3 clusters
  Score: Raw -815061.844135 + Penalty 2894.445699 = -812167.398436
  nChanged 3
		SP:Iteration 55Q (89814.560000 sec): 3 clusters
  Score: Raw -815062.344359 + Penalty 2894.445699 = -812167.898660
  nChanged 2
		SP:Iteration 56Q (89814.810000 sec): 3 clusters
  Score: Raw -815063.020331 + Penalty 2894.445699 = -812168.574632
  nChanged 4
		SP:Iteration 57Q (89814.970000 sec): 3 clusters
  Score: Raw -815063.655982 + Penalty 2894.445699 = -812169.210283
  nChanged 4
		SP:Iteration 58Q (89815.180000 sec): 3 clusters
  Score: Raw -815064.307467 + Penalty 2894.445699 = -812169.861769
  nChanged 3
		SP:Iteration 59Q (89815.350000 sec): 3 clusters
  Score: Raw -815064.702767 + Penalty 2894.445699 = -812170.257069
  nChanged 2
		SP:Iteration 60F (89815.510000 sec): 3 clusters
  Score: Raw -815064.972772 + Penalty 2894.445699 = -812170.527073
  nChanged 2
		SP:Iteration 61Q (89815.720000 sec): 3 clusters
  Score: Raw -815065.288912 + Penalty 2894.445699 = -812170.843213
  nChanged 2
		SP:Iteration 62Q (89815.910000 sec): 3 clusters
  Score: Raw -815065.619407 + Penalty 2894.445699 = -812171.173708
  nChanged 0
		SP:Iteration 63F (89816.150000 sec): 3 clusters
  Score: Raw -815065.619407 + Penalty 2894.445699 = -812171.173708
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 31 (8106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89816.300000 sec): 2 clusters
  Score: Raw -919243.982397 + Penalty 1462.558469 = -917781.423928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89816.470000 sec): 3 clusters
  Score: Raw -914707.182975 + Penalty 2925.116937 = -911782.066038
  nChanged 3446
		SP:Iteration 1F (89816.670000 sec): 3 clusters
  Score: Raw -916555.980447 + Penalty 2925.116937 = -913630.863509
  nChanged 486
		SP:Iteration 2F (89816.860000 sec): 3 clusters
  Score: Raw -916758.873720 + Penalty 2925.116937 = -913833.756782
  nChanged 390
		SP:Iteration 3Q (89817.050000 sec): 3 clusters
  Score: Raw -916901.566795 + Penalty 2925.116937 = -913976.449858
  nChanged 299
		SP:Iteration 4Q (89817.290000 sec): 3 clusters
  Score: Raw -917020.856321 + Penalty 2925.116937 = -914095.739384
  nChanged 286
		SP:Iteration 5Q (89817.530000 sec): 3 clusters
  Score: Raw -917134.036283 + Penalty 2925.116937 = -914208.919345
  nChanged 260
		SP:Iteration 6Q (89817.750000 sec): 3 clusters
  Score: Raw -917244.179477 + Penalty 2925.116937 = -914319.062540
  nChanged 283
		SP:Iteration 7Q (89817.930000 sec): 3 clusters
  Score: Raw -917383.615984 + Penalty 2925.116937 = -914458.499046
  nChanged 265
		SP:Iteration 8Q (89818.110000 sec): 3 clusters
  Score: Raw -917516.429046 + Penalty 2925.116937 = -914591.312109
  nChanged 257
		SP:Iteration 9Q (89818.350000 sec): 3 clusters
  Score: Raw -917643.692518 + Penalty 2925.116937 = -914718.575581
  nChanged 245
		SP:Iteration 10Q (89818.580000 sec): 3 clusters
  Score: Raw -917774.532637 + Penalty 2925.116937 = -914849.415700
  nChanged 276
		SP:Iteration 11Q (89818.790000 sec): 3 clusters
  Score: Raw -917949.208134 + Penalty 2925.116937 = -915024.091197
  nChanged 282
		SP:Iteration 12Q (89818.980000 sec): 3 clusters
  Score: Raw -918120.635674 + Penalty 2925.116937 = -915195.518737
  nChanged 270
		SP:Iteration 13Q (89819.180000 sec): 3 clusters
  Score: Raw -918297.299178 + Penalty 2925.116937 = -915372.182241
  nChanged 283
		SP:Iteration 14Q (89819.420000 sec): 3 clusters
  Score: Raw -918484.773114 + Penalty 2925.116937 = -915559.656177
  nChanged 268
		SP:Iteration 15Q (89819.650000 sec): 3 clusters
  Score: Raw -918676.914252 + Penalty 2925.116937 = -915751.797315
  nChanged 253
		SP:Iteration 16Q (89819.810000 sec): 3 clusters
  Score: Raw -918873.081364 + Penalty 2925.116937 = -915947.964427
  nChanged 213
		SP:Iteration 17Q (89819.930000 sec): 3 clusters
  Score: Raw -919030.958903 + Penalty 2925.116937 = -916105.841966
  nChanged 160
		SP:Iteration 18Q (89820.130000 sec): 3 clusters
  Score: Raw -919150.361732 + Penalty 2925.116937 = -916225.244795
  nChanged 112
		SP:Iteration 19Q (89820.330000 sec): 3 clusters
  Score: Raw -919225.398552 + Penalty 2925.116937 = -916300.281615
  nChanged 65
		SP:Iteration 20F (89820.560000 sec): 3 clusters
  Score: Raw -919267.211058 + Penalty 2925.116937 = -916342.094120
  nChanged 59
		SP:Iteration 21Q (89820.780000 sec): 3 clusters
  Score: Raw -919305.685601 + Penalty 2925.116937 = -916380.568663
  nChanged 45
		SP:Iteration 22Q (89820.930000 sec): 3 clusters
  Score: Raw -919337.518065 + Penalty 2925.116937 = -916412.401128
  nChanged 42
		SP:Iteration 23Q (89821.150000 sec): 3 clusters
  Score: Raw -919368.240795 + Penalty 2925.116937 = -916443.123857
  nChanged 38
		SP:Iteration 24Q (89821.280000 sec): 3 clusters
  Score: Raw -919394.605033 + Penalty 2925.116937 = -916469.488096
  nChanged 24
		SP:Iteration 25Q (89821.470000 sec): 3 clusters
  Score: Raw -919414.887159 + Penalty 2925.116937 = -916489.770222
  nChanged 18
		SP:Iteration 26Q (89821.630000 sec): 3 clusters
  Score: Raw -919429.545403 + Penalty 2925.116937 = -916504.428466
  nChanged 14
		SP:Iteration 27Q (89821.820000 sec): 3 clusters
  Score: Raw -919440.997664 + Penalty 2925.116937 = -916515.880727
  nChanged 11
		SP:Iteration 28Q (89822.060000 sec): 3 clusters
  Score: Raw -919447.410403 + Penalty 2925.116937 = -916522.293465
  nChanged 6
		SP:Iteration 29Q (89822.250000 sec): 3 clusters
  Score: Raw -919452.903864 + Penalty 2925.116937 = -916527.786927
  nChanged 7
		SP:Iteration 30Q (89822.420000 sec): 3 clusters
  Score: Raw -919457.743623 + Penalty 2925.116937 = -916532.626685
  nChanged 4
		SP:Iteration 31Q (89822.640000 sec): 3 clusters
  Score: Raw -919462.107877 + Penalty 2925.116937 = -916536.990940
  nChanged 5
		SP:Iteration 32Q (89822.840000 sec): 3 clusters
  Score: Raw -919465.179871 + Penalty 2925.116937 = -916540.062934
  nChanged 1
		SP:Iteration 33Q (89823.010000 sec): 3 clusters
  Score: Raw -919465.860917 + Penalty 2925.116937 = -916540.743979
  nChanged 1
		SP:Iteration 34Q (89823.240000 sec): 3 clusters
  Score: Raw -919466.343124 + Penalty 2925.116937 = -916541.226187
  nChanged 1
		SP:Iteration 35Q (89823.410000 sec): 3 clusters
  Score: Raw -919466.955673 + Penalty 2925.116937 = -916541.838735
  nChanged 0
		SP:Iteration 36F (89823.630000 sec): 3 clusters
  Score: Raw -919466.955673 + Penalty 2925.116937 = -916541.838735
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 32 (9503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89823.730000 sec): 2 clusters
  Score: Raw -1058377.913271 + Penalty 1488.396458 = -1056889.516813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89823.960000 sec): 3 clusters
  Score: Raw -1052928.597204 + Penalty 2976.792916 = -1049951.804288
  nChanged 4202
		SP:Iteration 1F (89824.110000 sec): 3 clusters
  Score: Raw -1055102.315766 + Penalty 2976.792916 = -1052125.522851
  nChanged 540
		SP:Iteration 2F (89824.360000 sec): 3 clusters
  Score: Raw -1055315.493941 + Penalty 2976.792916 = -1052338.701025
  nChanged 440
		SP:Iteration 3Q (89824.590000 sec): 3 clusters
  Score: Raw -1055480.972381 + Penalty 2976.792916 = -1052504.179466
  nChanged 379
		SP:Iteration 4Q (89824.880000 sec): 3 clusters
  Score: Raw -1055624.847243 + Penalty 2976.792916 = -1052648.054327
  nChanged 378
		SP:Iteration 5Q (89825.030000 sec): 3 clusters
  Score: Raw -1055790.454184 + Penalty 2976.792916 = -1052813.661269
  nChanged 415
		SP:Iteration 6Q (89825.230000 sec): 3 clusters
  Score: Raw -1055996.322044 + Penalty 2976.792916 = -1053019.529129
  nChanged 444
		SP:Iteration 7Q (89825.410000 sec): 3 clusters
  Score: Raw -1056240.118853 + Penalty 2976.792916 = -1053263.325937
  nChanged 489
		SP:Iteration 8F (89825.640000 sec): 3 clusters
  Score: Raw -1056550.827986 + Penalty 2976.792916 = -1053574.035070
  nChanged 506
		SP:Iteration 9F (89825.830000 sec): 3 clusters
  Score: Raw -1056914.674160 + Penalty 2976.792916 = -1053937.881244
  nChanged 491
		SP:Iteration 10F (89826.030000 sec): 3 clusters
  Score: Raw -1057306.902901 + Penalty 2976.792916 = -1054330.109985
  nChanged 443
		SP:Iteration 11Q (89826.250000 sec): 3 clusters
  Score: Raw -1057690.241702 + Penalty 2976.792916 = -1054713.448787
  nChanged 333
		SP:Iteration 12Q (89826.480000 sec): 3 clusters
  Score: Raw -1057997.661568 + Penalty 2976.792916 = -1055020.868653
  nChanged 232
		SP:Iteration 13Q (89826.680000 sec): 3 clusters
  Score: Raw -1058241.156484 + Penalty 2976.792916 = -1055264.363569
  nChanged 120
		SP:Iteration 14Q (89826.950000 sec): 3 clusters
  Score: Raw -1058376.954158 + Penalty 2976.792916 = -1055400.161243
  nChanged 61
		SP:Iteration 15Q (89827.130000 sec): 3 clusters
  Score: Raw -1058438.373846 + Penalty 2976.792916 = -1055461.580930
  nChanged 30
		SP:Iteration 16Q (89827.330000 sec): 3 clusters
  Score: Raw -1058470.245242 + Penalty 2976.792916 = -1055493.452326
  nChanged 18
		SP:Iteration 17Q (89827.540000 sec): 3 clusters
  Score: Raw -1058495.081645 + Penalty 2976.792916 = -1055518.288730
  nChanged 14
		SP:Iteration 18Q (89827.750000 sec): 3 clusters
  Score: Raw -1058516.552107 + Penalty 2976.792916 = -1055539.759192
  nChanged 9
		SP:Iteration 19Q (89827.980000 sec): 3 clusters
  Score: Raw -1058530.502238 + Penalty 2976.792916 = -1055553.709322
  nChanged 4
		SP:Iteration 20F (89828.220000 sec): 3 clusters
  Score: Raw -1058535.907430 + Penalty 2976.792916 = -1055559.114514
  nChanged 3
		SP:Iteration 21Q (89828.410000 sec): 3 clusters
  Score: Raw -1058540.129683 + Penalty 2976.792916 = -1055563.336767
  nChanged 4
		SP:Iteration 22Q (89828.630000 sec): 3 clusters
  Score: Raw -1058546.317650 + Penalty 2976.792916 = -1055569.524735
  nChanged 3
		SP:Iteration 23Q (89828.860000 sec): 3 clusters
  Score: Raw -1058551.130968 + Penalty 2976.792916 = -1055574.338052
  nChanged 2
		SP:Iteration 24Q (89829.060000 sec): 3 clusters
  Score: Raw -1058555.292344 + Penalty 2976.792916 = -1055578.499428
  nChanged 2
		SP:Iteration 25Q (89829.270000 sec): 3 clusters
  Score: Raw -1058560.350017 + Penalty 2976.792916 = -1055583.557102
  nChanged 2
		SP:Iteration 26Q (89829.490000 sec): 3 clusters
  Score: Raw -1058562.764037 + Penalty 2976.792916 = -1055585.971122
  nChanged 0
		SP:Iteration 27F (89829.720000 sec): 3 clusters
  Score: Raw -1058562.764037 + Penalty 2976.792916 = -1055585.971122
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 33 (11206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89829.840000 sec): 2 clusters
  Score: Raw -1252934.440650 + Penalty 1515.183252 = -1251419.257398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89830.130000 sec): 3 clusters
  Score: Raw -1246572.167990 + Penalty 3030.366504 = -1243541.801485
  nChanged 4847
		SP:Iteration 1F (89830.350000 sec): 3 clusters
  Score: Raw -1249066.937794 + Penalty 3030.366504 = -1246036.571290
  nChanged 636
		SP:Iteration 2F (89830.540000 sec): 3 clusters
  Score: Raw -1249314.243503 + Penalty 3030.366504 = -1246283.876998
  nChanged 546
		SP:Iteration 3Q (89830.710000 sec): 3 clusters
  Score: Raw -1249538.845414 + Penalty 3030.366504 = -1246508.478910
  nChanged 579
		SP:Iteration 4F (89830.980000 sec): 3 clusters
  Score: Raw -1249817.108194 + Penalty 3030.366504 = -1246786.741690
  nChanged 616
		SP:Iteration 5F (89831.140000 sec): 3 clusters
  Score: Raw -1250171.878787 + Penalty 3030.366504 = -1247141.512283
  nChanged 714
		SP:Iteration 6F (89831.380000 sec): 3 clusters
  Score: Raw -1250656.304949 + Penalty 3030.366504 = -1247625.938445
  nChanged 725
		SP:Iteration 7F (89831.540000 sec): 3 clusters
  Score: Raw -1251191.749173 + Penalty 3030.366504 = -1248161.382669
  nChanged 650
		SP:Iteration 8F (89831.750000 sec): 3 clusters
  Score: Raw -1251691.695988 + Penalty 3030.366504 = -1248661.329484
  nChanged 506
		SP:Iteration 9Q (89831.980000 sec): 3 clusters
  Score: Raw -1252132.168561 + Penalty 3030.366504 = -1249101.802057
  nChanged 369
		SP:Iteration 10Q (89832.180000 sec): 3 clusters
  Score: Raw -1252522.102291 + Penalty 3030.366504 = -1249491.735787
  nChanged 285
		SP:Iteration 11Q (89832.400000 sec): 3 clusters
  Score: Raw -1252851.497200 + Penalty 3030.366504 = -1249821.130696
  nChanged 192
		SP:Iteration 12Q (89832.640000 sec): 3 clusters
  Score: Raw -1253063.518525 + Penalty 3030.366504 = -1250033.152021
  nChanged 151
		SP:Iteration 13Q (89832.860000 sec): 3 clusters
  Score: Raw -1253202.861484 + Penalty 3030.366504 = -1250172.494980
  nChanged 96
		SP:Iteration 14Q (89833.100000 sec): 3 clusters
  Score: Raw -1253265.186479 + Penalty 3030.366504 = -1250234.819975
  nChanged 64
		SP:Iteration 15Q (89833.320000 sec): 3 clusters
  Score: Raw -1253298.705488 + Penalty 3030.366504 = -1250268.338984
  nChanged 39
		SP:Iteration 16Q (89833.560000 sec): 3 clusters
  Score: Raw -1253319.865672 + Penalty 3030.366504 = -1250289.499168
  nChanged 43
		SP:Iteration 17Q (89833.760000 sec): 3 clusters
  Score: Raw -1253337.122916 + Penalty 3030.366504 = -1250306.756412
  nChanged 19
		SP:Iteration 18Q (89834.020000 sec): 3 clusters
  Score: Raw -1253345.257108 + Penalty 3030.366504 = -1250314.890604
  nChanged 14
		SP:Iteration 19Q (89834.240000 sec): 3 clusters
  Score: Raw -1253348.966018 + Penalty 3030.366504 = -1250318.599514
  nChanged 8
		SP:Iteration 20F (89834.420000 sec): 3 clusters
  Score: Raw -1253350.959030 + Penalty 3030.366504 = -1250320.592526
  nChanged 6
		SP:Iteration 21Q (89834.650000 sec): 3 clusters
  Score: Raw -1253352.870615 + Penalty 3030.366504 = -1250322.504110
  nChanged 12
		SP:Iteration 22Q (89834.840000 sec): 3 clusters
  Score: Raw -1253356.891278 + Penalty 3030.366504 = -1250326.524774
  nChanged 4
		SP:Iteration 23Q (89835.080000 sec): 3 clusters
  Score: Raw -1253357.938147 + Penalty 3030.366504 = -1250327.571643
  nChanged 4
		SP:Iteration 24Q (89835.290000 sec): 3 clusters
  Score: Raw -1253359.338206 + Penalty 3030.366504 = -1250328.971702
  nChanged 6
		SP:Iteration 25Q (89835.510000 sec): 3 clusters
  Score: Raw -1253360.889821 + Penalty 3030.366504 = -1250330.523317
  nChanged 4
		SP:Iteration 26Q (89835.740000 sec): 3 clusters
  Score: Raw -1253361.934239 + Penalty 3030.366504 = -1250331.567735
  nChanged 4
		SP:Iteration 27Q (89835.990000 sec): 3 clusters
  Score: Raw -1253363.047614 + Penalty 3030.366504 = -1250332.681110
  nChanged 3
		SP:Iteration 28Q (89836.180000 sec): 3 clusters
  Score: Raw -1253363.574607 + Penalty 3030.366504 = -1250333.208103
  nChanged 3
		SP:Iteration 29Q (89836.440000 sec): 3 clusters
  Score: Raw -1253364.888361 + Penalty 3030.366504 = -1250334.521857
  nChanged 3
		SP:Iteration 30Q (89836.630000 sec): 3 clusters
  Score: Raw -1253365.836860 + Penalty 3030.366504 = -1250335.470356
  nChanged 6
		SP:Iteration 31Q (89836.860000 sec): 3 clusters
  Score: Raw -1253368.097838 + Penalty 3030.366504 = -1250337.731334
  nChanged 6
		SP:Iteration 32Q (89837.080000 sec): 3 clusters
  Score: Raw -1253369.963822 + Penalty 3030.366504 = -1250339.597318
  nChanged 3
		SP:Iteration 33Q (89837.320000 sec): 3 clusters
  Score: Raw -1253370.963363 + Penalty 3030.366504 = -1250340.596858
  nChanged 2
		SP:Iteration 34Q (89837.480000 sec): 3 clusters
  Score: Raw -1253371.682882 + Penalty 3030.366504 = -1250341.316378
  nChanged 2
		SP:Iteration 35Q (89837.670000 sec): 3 clusters
  Score: Raw -1253372.334902 + Penalty 3030.366504 = -1250341.968398
  nChanged 2
		SP:Iteration 36Q (89837.890000 sec): 3 clusters
  Score: Raw -1253373.756966 + Penalty 3030.366504 = -1250343.390462
  nChanged 4
		SP:Iteration 37Q (89838.140000 sec): 3 clusters
  Score: Raw -1253375.180246 + Penalty 3030.366504 = -1250344.813742
  nChanged 7
		SP:Iteration 38Q (89838.360000 sec): 3 clusters
  Score: Raw -1253376.742383 + Penalty 3030.366504 = -1250346.375879
  nChanged 2
		SP:Iteration 39Q (89838.570000 sec): 3 clusters
  Score: Raw -1253377.242151 + Penalty 3030.366504 = -1250346.875647
  nChanged 3
		SP:Iteration 40F (89838.760000 sec): 3 clusters
  Score: Raw -1253378.113262 + Penalty 3030.366504 = -1250347.746758
  nChanged 4
		SP:Iteration 41Q (89839.000000 sec): 3 clusters
  Score: Raw -1253379.370484 + Penalty 3030.366504 = -1250349.003980
  nChanged 5
		SP:Iteration 42Q (89839.250000 sec): 3 clusters
  Score: Raw -1253380.764444 + Penalty 3030.366504 = -1250350.397939
  nChanged 1
		SP:Iteration 43Q (89839.480000 sec): 3 clusters
  Score: Raw -1253380.967624 + Penalty 3030.366504 = -1250350.601119
  nChanged 0
		SP:Iteration 44F (89839.690000 sec): 3 clusters
  Score: Raw -1253380.967624 + Penalty 3030.366504 = -1250350.601119
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 34 (8386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89839.810000 sec): 2 clusters
  Score: Raw -920493.653697 + Penalty 1468.076826 = -919025.576871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89839.990000 sec): 3 clusters
  Score: Raw -915816.514896 + Penalty 2936.153652 = -912880.361245
  nChanged 3598
		SP:Iteration 1F (89840.170000 sec): 3 clusters
  Score: Raw -917857.407258 + Penalty 2936.153652 = -914921.253606
  nChanged 573
		SP:Iteration 2F (89840.390000 sec): 3 clusters
  Score: Raw -918136.637994 + Penalty 2936.153652 = -915200.484343
  nChanged 465
		SP:Iteration 3F (89840.580000 sec): 3 clusters
  Score: Raw -918356.349703 + Penalty 2936.153652 = -915420.196051
  nChanged 402
		SP:Iteration 4Q (89840.790000 sec): 3 clusters
  Score: Raw -918550.920434 + Penalty 2936.153652 = -915614.766782
  nChanged 418
		SP:Iteration 5Q (89841.000000 sec): 3 clusters
  Score: Raw -918782.698522 + Penalty 2936.153652 = -915846.544870
  nChanged 441
		SP:Iteration 6F (89841.200000 sec): 3 clusters
  Score: Raw -919072.962343 + Penalty 2936.153652 = -916136.808692
  nChanged 467
		SP:Iteration 7F (89841.390000 sec): 3 clusters
  Score: Raw -919377.283277 + Penalty 2936.153652 = -916441.129625
  nChanged 445
		SP:Iteration 8F (89841.550000 sec): 3 clusters
  Score: Raw -919682.117470 + Penalty 2936.153652 = -916745.963819
  nChanged 384
		SP:Iteration 9Q (89841.730000 sec): 3 clusters
  Score: Raw -919943.891200 + Penalty 2936.153652 = -917007.737549
  nChanged 312
		SP:Iteration 10Q (89841.890000 sec): 3 clusters
  Score: Raw -920139.821168 + Penalty 2936.153652 = -917203.667516
  nChanged 246
		SP:Iteration 11Q (89842.070000 sec): 3 clusters
  Score: Raw -920281.038010 + Penalty 2936.153652 = -917344.884358
  nChanged 180
		SP:Iteration 12Q (89842.290000 sec): 3 clusters
  Score: Raw -920384.795125 + Penalty 2936.153652 = -917448.641474
  nChanged 149
		SP:Iteration 13Q (89842.550000 sec): 3 clusters
  Score: Raw -920466.223991 + Penalty 2936.153652 = -917530.070339
  nChanged 115
		SP:Iteration 14Q (89842.730000 sec): 3 clusters
  Score: Raw -920520.791256 + Penalty 2936.153652 = -917584.637604
  nChanged 85
		SP:Iteration 15Q (89842.940000 sec): 3 clusters
  Score: Raw -920558.594605 + Penalty 2936.153652 = -917622.440953
  nChanged 54
		SP:Iteration 16Q (89843.110000 sec): 3 clusters
  Score: Raw -920578.342957 + Penalty 2936.153652 = -917642.189306
  nChanged 40
		SP:Iteration 17Q (89843.310000 sec): 3 clusters
  Score: Raw -920592.247702 + Penalty 2936.153652 = -917656.094051
  nChanged 29
		SP:Iteration 18Q (89843.510000 sec): 3 clusters
  Score: Raw -920601.831206 + Penalty 2936.153652 = -917665.677554
  nChanged 24
		SP:Iteration 19Q (89843.730000 sec): 3 clusters
  Score: Raw -920612.807344 + Penalty 2936.153652 = -917676.653692
  nChanged 26
		SP:Iteration 20F (89843.920000 sec): 3 clusters
  Score: Raw -920624.651144 + Penalty 2936.153652 = -917688.497492
  nChanged 24
		SP:Iteration 21Q (89844.150000 sec): 3 clusters
  Score: Raw -920633.111850 + Penalty 2936.153652 = -917696.958198
  nChanged 22
		SP:Iteration 22Q (89844.350000 sec): 3 clusters
  Score: Raw -920641.516093 + Penalty 2936.153652 = -917705.362441
  nChanged 14
		SP:Iteration 23Q (89844.560000 sec): 3 clusters
  Score: Raw -920646.972852 + Penalty 2936.153652 = -917710.819200
  nChanged 11
		SP:Iteration 24Q (89844.740000 sec): 3 clusters
  Score: Raw -920652.540378 + Penalty 2936.153652 = -917716.386726
  nChanged 10
		SP:Iteration 25Q (89844.970000 sec): 3 clusters
  Score: Raw -920656.319424 + Penalty 2936.153652 = -917720.165773
  nChanged 11
		SP:Iteration 26Q (89845.220000 sec): 3 clusters
  Score: Raw -920660.362541 + Penalty 2936.153652 = -917724.208889
  nChanged 8
		SP:Iteration 27Q (89845.430000 sec): 3 clusters
  Score: Raw -920664.325108 + Penalty 2936.153652 = -917728.171457
  nChanged 6
		SP:Iteration 28Q (89845.610000 sec): 3 clusters
  Score: Raw -920666.853504 + Penalty 2936.153652 = -917730.699853
  nChanged 6
		SP:Iteration 29Q (89845.830000 sec): 3 clusters
  Score: Raw -920669.107183 + Penalty 2936.153652 = -917732.953531
  nChanged 5
		SP:Iteration 30Q (89846.020000 sec): 3 clusters
  Score: Raw -920671.499440 + Penalty 2936.153652 = -917735.345789
  nChanged 6
		SP:Iteration 31Q (89846.240000 sec): 3 clusters
  Score: Raw -920673.784642 + Penalty 2936.153652 = -917737.630991
  nChanged 5
		SP:Iteration 32Q (89846.470000 sec): 3 clusters
  Score: Raw -920676.325201 + Penalty 2936.153652 = -917740.171550
  nChanged 4
		SP:Iteration 33Q (89846.680000 sec): 3 clusters
  Score: Raw -920677.758763 + Penalty 2936.153652 = -917741.605111
  nChanged 6
		SP:Iteration 34Q (89846.920000 sec): 3 clusters
  Score: Raw -920679.045927 + Penalty 2936.153652 = -917742.892276
  nChanged 3
		SP:Iteration 35Q (89847.120000 sec): 3 clusters
  Score: Raw -920680.135946 + Penalty 2936.153652 = -917743.982295
  nChanged 6
		SP:Iteration 36Q (89847.340000 sec): 3 clusters
  Score: Raw -920681.980223 + Penalty 2936.153652 = -917745.826572
  nChanged 5
		SP:Iteration 37Q (89847.560000 sec): 3 clusters
  Score: Raw -920684.746585 + Penalty 2936.153652 = -917748.592934
  nChanged 7
		SP:Iteration 38Q (89847.790000 sec): 3 clusters
  Score: Raw -920687.300092 + Penalty 2936.153652 = -917751.146440
  nChanged 3
		SP:Iteration 39Q (89848.000000 sec): 3 clusters
  Score: Raw -920687.926080 + Penalty 2936.153652 = -917751.772429
  nChanged 2
		SP:Iteration 40F (89848.170000 sec): 3 clusters
  Score: Raw -920688.260845 + Penalty 2936.153652 = -917752.107194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 35 (5908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89848.300000 sec): 2 clusters
  Score: Raw -642708.290533 + Penalty 1411.160180 = -641297.130354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89848.480000 sec): 3 clusters
  Score: Raw -639549.242385 + Penalty 2822.320359 = -636726.922025
  nChanged 2458
		SP:Iteration 1F (89848.660000 sec): 3 clusters
  Score: Raw -641110.853270 + Penalty 2822.320359 = -638288.532911
  nChanged 494
		SP:Iteration 2F (89848.880000 sec): 3 clusters
  Score: Raw -641545.412923 + Penalty 2822.320359 = -638723.092564
  nChanged 410
		SP:Iteration 3F (89849.090000 sec): 3 clusters
  Score: Raw -641899.554307 + Penalty 2822.320359 = -639077.233948
  nChanged 389
		SP:Iteration 4F (89849.320000 sec): 3 clusters
  Score: Raw -642198.715478 + Penalty 2822.320359 = -639376.395118
  nChanged 340
		SP:Iteration 5F (89849.530000 sec): 3 clusters
  Score: Raw -642427.976658 + Penalty 2822.320359 = -639605.656299
  nChanged 288
		SP:Iteration 6Q (89849.690000 sec): 3 clusters
  Score: Raw -642637.292063 + Penalty 2822.320359 = -639814.971704
  nChanged 245
		SP:Iteration 7Q (89849.900000 sec): 3 clusters
  Score: Raw -642801.330324 + Penalty 2822.320359 = -639979.009965
  nChanged 198
		SP:Iteration 8Q (89850.070000 sec): 3 clusters
  Score: Raw -642925.835071 + Penalty 2822.320359 = -640103.514712
  nChanged 163
		SP:Iteration 9Q (89850.250000 sec): 3 clusters
  Score: Raw -643027.944889 + Penalty 2822.320359 = -640205.624530
  nChanged 136
		SP:Iteration 10Q (89850.450000 sec): 3 clusters
  Score: Raw -643107.570169 + Penalty 2822.320359 = -640285.249810
  nChanged 118
		SP:Iteration 11Q (89850.640000 sec): 3 clusters
  Score: Raw -643187.292540 + Penalty 2822.320359 = -640364.972181
  nChanged 102
		SP:Iteration 12Q (89850.860000 sec): 3 clusters
  Score: Raw -643248.284304 + Penalty 2822.320359 = -640425.963945
  nChanged 83
		SP:Iteration 13Q (89851.010000 sec): 3 clusters
  Score: Raw -643286.044271 + Penalty 2822.320359 = -640463.723912
  nChanged 65
		SP:Iteration 14Q (89851.220000 sec): 3 clusters
  Score: Raw -643319.198857 + Penalty 2822.320359 = -640496.878498
  nChanged 70
		SP:Iteration 15Q (89851.420000 sec): 3 clusters
  Score: Raw -643365.369641 + Penalty 2822.320359 = -640543.049282
  nChanged 60
		SP:Iteration 16Q (89851.630000 sec): 3 clusters
  Score: Raw -643396.442305 + Penalty 2822.320359 = -640574.121946
  nChanged 52
		SP:Iteration 17Q (89851.830000 sec): 3 clusters
  Score: Raw -643421.878330 + Penalty 2822.320359 = -640599.557971
  nChanged 45
		SP:Iteration 18Q (89852.040000 sec): 3 clusters
  Score: Raw -643443.013347 + Penalty 2822.320359 = -640620.692988
  nChanged 31
		SP:Iteration 19Q (89852.200000 sec): 3 clusters
  Score: Raw -643456.221664 + Penalty 2822.320359 = -640633.901305
  nChanged 21
		SP:Iteration 20F (89852.440000 sec): 3 clusters
  Score: Raw -643463.438977 + Penalty 2822.320359 = -640641.118618
  nChanged 19
		SP:Iteration 21Q (89852.620000 sec): 3 clusters
  Score: Raw -643468.102760 + Penalty 2822.320359 = -640645.782401
  nChanged 12
		SP:Iteration 22Q (89852.800000 sec): 3 clusters
  Score: Raw -643471.188085 + Penalty 2822.320359 = -640648.867726
  nChanged 8
		SP:Iteration 23Q (89853.010000 sec): 3 clusters
  Score: Raw -643472.577111 + Penalty 2822.320359 = -640650.256752
  nChanged 4
		SP:Iteration 24Q (89853.200000 sec): 3 clusters
  Score: Raw -643473.338291 + Penalty 2822.320359 = -640651.017932
  nChanged 2
		SP:Iteration 25Q (89853.360000 sec): 3 clusters
  Score: Raw -643473.664379 + Penalty 2822.320359 = -640651.344020
  nChanged 0
		SP:Iteration 26F (89853.560000 sec): 3 clusters
  Score: Raw -643473.664379 + Penalty 2822.320359 = -640651.344020
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 36 (5348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89853.660000 sec): 2 clusters
  Score: Raw -593261.535269 + Penalty 1394.977665 = -591866.557604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89853.860000 sec): 3 clusters
  Score: Raw -590458.166489 + Penalty 2789.955330 = -587668.211159
  nChanged 2180
		SP:Iteration 1F (89854.080000 sec): 3 clusters
  Score: Raw -591720.386121 + Penalty 2789.955330 = -588930.430791
  nChanged 375
		SP:Iteration 2F (89854.280000 sec): 3 clusters
  Score: Raw -591950.122037 + Penalty 2789.955330 = -589160.166707
  nChanged 311
		SP:Iteration 3F (89854.520000 sec): 3 clusters
  Score: Raw -592119.428632 + Penalty 2789.955330 = -589329.473302
  nChanged 297
		SP:Iteration 4F (89854.700000 sec): 3 clusters
  Score: Raw -592343.444087 + Penalty 2789.955330 = -589553.488757
  nChanged 327
		SP:Iteration 5F (89854.940000 sec): 3 clusters
  Score: Raw -592600.267402 + Penalty 2789.955330 = -589810.312072
  nChanged 299
		SP:Iteration 6F (89855.120000 sec): 3 clusters
  Score: Raw -592828.384620 + Penalty 2789.955330 = -590038.429290
  nChanged 255
		SP:Iteration 7Q (89855.340000 sec): 3 clusters
  Score: Raw -593022.360387 + Penalty 2789.955330 = -590232.405057
  nChanged 185
		SP:Iteration 8Q (89855.480000 sec): 3 clusters
  Score: Raw -593147.572572 + Penalty 2789.955330 = -590357.617243
  nChanged 146
		SP:Iteration 9Q (89855.690000 sec): 3 clusters
  Score: Raw -593242.850236 + Penalty 2789.955330 = -590452.894907
  nChanged 99
		SP:Iteration 10Q (89855.890000 sec): 3 clusters
  Score: Raw -593297.151586 + Penalty 2789.955330 = -590507.196256
  nChanged 68
		SP:Iteration 11Q (89856.040000 sec): 3 clusters
  Score: Raw -593340.300636 + Penalty 2789.955330 = -590550.345306
  nChanged 53
		SP:Iteration 12Q (89856.180000 sec): 3 clusters
  Score: Raw -593369.192623 + Penalty 2789.955330 = -590579.237293
  nChanged 35
		SP:Iteration 13Q (89856.370000 sec): 3 clusters
  Score: Raw -593387.722920 + Penalty 2789.955330 = -590597.767590
  nChanged 34
		SP:Iteration 14Q (89856.600000 sec): 3 clusters
  Score: Raw -593410.415322 + Penalty 2789.955330 = -590620.459992
  nChanged 31
		SP:Iteration 15Q (89856.780000 sec): 3 clusters
  Score: Raw -593430.107216 + Penalty 2789.955330 = -590640.151886
  nChanged 17
		SP:Iteration 16Q (89856.970000 sec): 3 clusters
  Score: Raw -593441.935582 + Penalty 2789.955330 = -590651.980252
  nChanged 23
		SP:Iteration 17Q (89857.180000 sec): 3 clusters
  Score: Raw -593457.957757 + Penalty 2789.955330 = -590668.002427
  nChanged 17
		SP:Iteration 18Q (89857.430000 sec): 3 clusters
  Score: Raw -593469.617696 + Penalty 2789.955330 = -590679.662366
  nChanged 12
		SP:Iteration 19Q (89857.590000 sec): 3 clusters
  Score: Raw -593479.080809 + Penalty 2789.955330 = -590689.125479
  nChanged 11
		SP:Iteration 20F (89857.830000 sec): 3 clusters
  Score: Raw -593484.985823 + Penalty 2789.955330 = -590695.030493
  nChanged 5
		SP:Iteration 21Q (89857.980000 sec): 3 clusters
  Score: Raw -593487.036918 + Penalty 2789.955330 = -590697.081588
  nChanged 3
		SP:Iteration 22Q (89858.120000 sec): 3 clusters
  Score: Raw -593489.857788 + Penalty 2789.955330 = -590699.902458
  nChanged 7
		SP:Iteration 23Q (89858.270000 sec): 3 clusters
  Score: Raw -593494.099377 + Penalty 2789.955330 = -590704.144047
  nChanged 8
		SP:Iteration 24Q (89858.430000 sec): 3 clusters
  Score: Raw -593499.322407 + Penalty 2789.955330 = -590709.367077
  nChanged 12
		SP:Iteration 25Q (89858.580000 sec): 3 clusters
  Score: Raw -593506.955691 + Penalty 2789.955330 = -590717.000361
  nChanged 6
		SP:Iteration 26Q (89858.790000 sec): 3 clusters
  Score: Raw -593512.019474 + Penalty 2789.955330 = -590722.064144
  nChanged 9
		SP:Iteration 27Q (89858.980000 sec): 3 clusters
  Score: Raw -593516.410393 + Penalty 2789.955330 = -590726.455063
  nChanged 3
		SP:Iteration 28Q (89859.160000 sec): 3 clusters
  Score: Raw -593518.059139 + Penalty 2789.955330 = -590728.103809
  nChanged 5
		SP:Iteration 29Q (89859.310000 sec): 3 clusters
  Score: Raw -593520.636388 + Penalty 2789.955330 = -590730.681058
  nChanged 3
		SP:Iteration 30Q (89859.510000 sec): 3 clusters
  Score: Raw -593522.373512 + Penalty 2789.955330 = -590732.418182
  nChanged 1
		SP:Iteration 31Q (89859.720000 sec): 3 clusters
  Score: Raw -593522.589222 + Penalty 2789.955330 = -590732.633892
  nChanged 0
		SP:Iteration 32F (89859.920000 sec): 3 clusters
  Score: Raw -593522.589222 + Penalty 2789.955330 = -590732.633892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 37 (159645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89860.770000 sec): 2 clusters
  Score: Raw -18407490.349672 + Penalty 1946.865030 = -18405543.484641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89861.590000 sec): 3 clusters
  Score: Raw -18302178.074146 + Penalty 3893.730061 = -18298284.344085
  nChanged 77215
		SP:Iteration 1F (89862.370000 sec): 3 clusters
  Score: Raw -18347253.238044 + Penalty 3893.730061 = -18343359.507983
  nChanged 4180
		SP:Iteration 2Q (89863.250000 sec): 3 clusters
  Score: Raw -18348123.577471 + Penalty 3893.730061 = -18344229.847410
  nChanged 4729
		SP:Iteration 3Q (89864.170000 sec): 3 clusters
  Score: Raw -18349403.978024 + Penalty 3893.730061 = -18345510.247963
  nChanged 5893
		SP:Iteration 4Q (89865.070000 sec): 3 clusters
  Score: Raw -18351653.962630 + Penalty 3893.730061 = -18347760.232569
  nChanged 7947
		SP:Iteration 5Q (89865.950000 sec): 3 clusters
  Score: Raw -18355716.907350 + Penalty 3893.730061 = -18351823.177289
  nChanged 10621
		SP:Iteration 6F (89866.760000 sec): 3 clusters
  Score: Raw -18362942.893811 + Penalty 3893.730061 = -18359049.163751
  nChanged 13437
		SP:Iteration 7F (89867.540000 sec): 3 clusters
  Score: Raw -18374465.607077 + Penalty 3893.730061 = -18370571.877017
  nChanged 14001
		SP:Iteration 8F (89868.400000 sec): 3 clusters
  Score: Raw -18388133.876217 + Penalty 3893.730061 = -18384240.146156
  nChanged 10980
		SP:Iteration 9F (89869.250000 sec): 3 clusters
  Score: Raw -18399268.791111 + Penalty 3893.730061 = -18395375.061050
  nChanged 5843
		SP:Iteration 10Q (89870.100000 sec): 3 clusters
  Score: Raw -18405029.161306 + Penalty 3893.730061 = -18401135.431245
  nChanged 2052
		SP:Iteration 11Q (89870.900000 sec): 3 clusters
  Score: Raw -18406922.481586 + Penalty 3893.730061 = -18403028.751525
  nChanged 492
		SP:Iteration 12Q (89871.680000 sec): 3 clusters
  Score: Raw -18407405.931517 + Penalty 3893.730061 = -18403512.201456
  nChanged 117
		SP:Iteration 13Q (89872.420000 sec): 3 clusters
  Score: Raw -18407556.016345 + Penalty 3893.730061 = -18403662.286284
  nChanged 60
		SP:Iteration 14Q (89873.210000 sec): 3 clusters
  Score: Raw -18407644.450661 + Penalty 3893.730061 = -18403750.720600
  nChanged 22
		SP:Iteration 15Q (89874.000000 sec): 3 clusters
  Score: Raw -18407686.059926 + Penalty 3893.730061 = -18403792.329865
  nChanged 8
		SP:Iteration 16Q (89874.850000 sec): 3 clusters
  Score: Raw -18407697.796020 + Penalty 3893.730061 = -18403804.065960
  nChanged 8
		SP:Iteration 17Q (89875.620000 sec): 3 clusters
  Score: Raw -18407706.541049 + Penalty 3893.730061 = -18403812.810988
  nChanged 4
		SP:Iteration 18Q (89876.400000 sec): 3 clusters
  Score: Raw -18407714.606845 + Penalty 3893.730061 = -18403820.876784
  nChanged 5
		SP:Iteration 19Q (89877.170000 sec): 3 clusters
  Score: Raw -18407722.152620 + Penalty 3893.730061 = -18403828.422559
  nChanged 0
		SP:Iteration 20F (89878.060000 sec): 3 clusters
  Score: Raw -18407722.152620 + Penalty 3893.730061 = -18403828.422559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 38 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89878.350000 sec): 2 clusters
  Score: Raw -1262289.735180 + Penalty 1511.190278 = -1260778.544902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89878.610000 sec): 3 clusters
  Score: Raw -1256046.709039 + Penalty 3022.380556 = -1253024.328483
  nChanged 4704
		SP:Iteration 1F (89878.790000 sec): 3 clusters
  Score: Raw -1258541.057371 + Penalty 3022.380556 = -1255518.676815
  nChanged 561
		SP:Iteration 2F (89879.040000 sec): 3 clusters
  Score: Raw -1258753.736005 + Penalty 3022.380556 = -1255731.355450
  nChanged 475
		SP:Iteration 3Q (89879.230000 sec): 3 clusters
  Score: Raw -1258939.769118 + Penalty 3022.380556 = -1255917.388562
  nChanged 461
		SP:Iteration 4Q (89879.490000 sec): 3 clusters
  Score: Raw -1259137.609356 + Penalty 3022.380556 = -1256115.228801
  nChanged 495
		SP:Iteration 5Q (89879.700000 sec): 3 clusters
  Score: Raw -1259377.559328 + Penalty 3022.380556 = -1256355.178772
  nChanged 518
		SP:Iteration 6Q (89879.940000 sec): 3 clusters
  Score: Raw -1259662.839832 + Penalty 3022.380556 = -1256640.459276
  nChanged 573
		SP:Iteration 7F (89880.170000 sec): 3 clusters
  Score: Raw -1260027.381565 + Penalty 3022.380556 = -1257005.001009
  nChanged 657
		SP:Iteration 8F (89880.380000 sec): 3 clusters
  Score: Raw -1260547.237975 + Penalty 3022.380556 = -1257524.857419
  nChanged 674
		SP:Iteration 9F (89880.580000 sec): 3 clusters
  Score: Raw -1261130.481508 + Penalty 3022.380556 = -1258108.100952
  nChanged 583
		SP:Iteration 10F (89880.770000 sec): 3 clusters
  Score: Raw -1261661.927587 + Penalty 3022.380556 = -1258639.547031
  nChanged 376
		SP:Iteration 11Q (89881.010000 sec): 3 clusters
  Score: Raw -1262016.198808 + Penalty 3022.380556 = -1258993.818252
  nChanged 205
		SP:Iteration 12Q (89881.260000 sec): 3 clusters
  Score: Raw -1262241.588804 + Penalty 3022.380556 = -1259219.208248
  nChanged 94
		SP:Iteration 13Q (89881.480000 sec): 3 clusters
  Score: Raw -1262366.584620 + Penalty 3022.380556 = -1259344.204064
  nChanged 56
		SP:Iteration 14Q (89881.680000 sec): 3 clusters
  Score: Raw -1262437.028314 + Penalty 3022.380556 = -1259414.647758
  nChanged 25
		SP:Iteration 15Q (89881.920000 sec): 3 clusters
  Score: Raw -1262469.722559 + Penalty 3022.380556 = -1259447.342003
  nChanged 13
		SP:Iteration 16Q (89882.080000 sec): 3 clusters
  Score: Raw -1262489.807454 + Penalty 3022.380556 = -1259467.426898
  nChanged 5
		SP:Iteration 17Q (89882.280000 sec): 3 clusters
  Score: Raw -1262493.219778 + Penalty 3022.380556 = -1259470.839223
  nChanged 1
		SP:Iteration 18Q (89882.500000 sec): 3 clusters
  Score: Raw -1262494.037062 + Penalty 3022.380556 = -1259471.656507
  nChanged 0
		SP:Iteration 19F (89882.750000 sec): 3 clusters
  Score: Raw -1262494.037062 + Penalty 3022.380556 = -1259471.656507
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 39 (4000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89882.840000 sec): 2 clusters
  Score: Raw -417487.671455 + Penalty 1347.783067 = -416139.888389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89883.040000 sec): 3 clusters
  Score: Raw -415496.622241 + Penalty 2695.566133 = -412801.056108
  nChanged 1577
		SP:Iteration 1F (89883.250000 sec): 3 clusters
  Score: Raw -416416.334468 + Penalty 2695.566133 = -413720.768335
  nChanged 314
		SP:Iteration 2F (89883.460000 sec): 3 clusters
  Score: Raw -416619.454064 + Penalty 2695.566133 = -413923.887931
  nChanged 218
		SP:Iteration 3F (89883.610000 sec): 3 clusters
  Score: Raw -416763.576308 + Penalty 2695.566133 = -414068.010175
  nChanged 200
		SP:Iteration 4Q (89883.830000 sec): 3 clusters
  Score: Raw -416922.356165 + Penalty 2695.566133 = -414226.790032
  nChanged 196
		SP:Iteration 5Q (89884.010000 sec): 3 clusters
  Score: Raw -417066.724155 + Penalty 2695.566133 = -414371.158022
  nChanged 181
		SP:Iteration 6Q (89884.220000 sec): 3 clusters
  Score: Raw -417202.516190 + Penalty 2695.566133 = -414506.950057
  nChanged 156
		SP:Iteration 7Q (89884.390000 sec): 3 clusters
  Score: Raw -417309.856100 + Penalty 2695.566133 = -414614.289967
  nChanged 130
		SP:Iteration 8Q (89884.620000 sec): 3 clusters
  Score: Raw -417382.669452 + Penalty 2695.566133 = -414687.103319
  nChanged 117
		SP:Iteration 9Q (89884.820000 sec): 3 clusters
  Score: Raw -417446.600652 + Penalty 2695.566133 = -414751.034519
  nChanged 93
		SP:Iteration 10Q (89885.040000 sec): 3 clusters
  Score: Raw -417516.007040 + Penalty 2695.566133 = -414820.440907
  nChanged 121
		SP:Iteration 11Q (89885.200000 sec): 3 clusters
  Score: Raw -417603.330426 + Penalty 2695.566133 = -414907.764293
  nChanged 117
		SP:Iteration 12Q (89885.360000 sec): 3 clusters
  Score: Raw -417700.846558 + Penalty 2695.566133 = -415005.280425
  nChanged 127
		SP:Iteration 13Q (89885.550000 sec): 3 clusters
  Score: Raw -417795.062572 + Penalty 2695.566133 = -415099.496439
  nChanged 122
		SP:Iteration 14Q (89885.740000 sec): 3 clusters
  Score: Raw -417891.449629 + Penalty 2695.566133 = -415195.883496
  nChanged 121
		SP:Iteration 15Q (89885.910000 sec): 3 clusters
  Score: Raw -417981.603396 + Penalty 2695.566133 = -415286.037263
  nChanged 117
		SP:Iteration 16Q (89886.110000 sec): 3 clusters
  Score: Raw -418063.463647 + Penalty 2695.566133 = -415367.897514
  nChanged 94
		SP:Iteration 17Q (89886.260000 sec): 3 clusters
  Score: Raw -418141.183338 + Penalty 2695.566133 = -415445.617205
  nChanged 99
		SP:Iteration 18Q (89886.480000 sec): 3 clusters
  Score: Raw -418227.788844 + Penalty 2695.566133 = -415532.222711
  nChanged 81
		SP:Iteration 19Q (89886.630000 sec): 3 clusters
  Score: Raw -418313.830541 + Penalty 2695.566133 = -415618.264408
  nChanged 78
		SP:Iteration 20F (89886.810000 sec): 3 clusters
  Score: Raw -418366.171317 + Penalty 2695.566133 = -415670.605184
  nChanged 60
		SP:Iteration 21Q (89886.950000 sec): 3 clusters
  Score: Raw -418407.996327 + Penalty 2695.566133 = -415712.430194
  nChanged 39
		SP:Iteration 22Q (89887.120000 sec): 3 clusters
  Score: Raw -418431.995533 + Penalty 2695.566133 = -415736.429400
  nChanged 32
		SP:Iteration 23Q (89887.300000 sec): 3 clusters
  Score: Raw -418442.198404 + Penalty 2695.566133 = -415746.632271
  nChanged 19
		SP:Iteration 24Q (89887.480000 sec): 3 clusters
  Score: Raw -418448.920987 + Penalty 2695.566133 = -415753.354854
  nChanged 17
		SP:Iteration 25Q (89887.650000 sec): 3 clusters
  Score: Raw -418453.636668 + Penalty 2695.566133 = -415758.070535
  nChanged 6
		SP:Iteration 26Q (89887.850000 sec): 3 clusters
  Score: Raw -418455.091133 + Penalty 2695.566133 = -415759.525000
  nChanged 8
		SP:Iteration 27Q (89888.070000 sec): 3 clusters
  Score: Raw -418457.285532 + Penalty 2695.566133 = -415761.719399
  nChanged 2
		SP:Iteration 28Q (89888.260000 sec): 3 clusters
  Score: Raw -418457.879046 + Penalty 2695.566133 = -415762.312913
  nChanged 3
		SP:Iteration 29Q (89888.460000 sec): 3 clusters
  Score: Raw -418458.560354 + Penalty 2695.566133 = -415762.994221
  nChanged 1
		SP:Iteration 30Q (89888.660000 sec): 3 clusters
  Score: Raw -418458.678476 + Penalty 2695.566133 = -415763.112343
  nChanged 0
		SP:Iteration 31F (89888.840000 sec): 3 clusters
  Score: Raw -418458.678476 + Penalty 2695.566133 = -415763.112343
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 40 (19908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89889.030000 sec): 2 clusters
  Score: Raw -1999407.841596 + Penalty 1608.567503 = -1997799.274093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89889.270000 sec): 3 clusters
  Score: Raw -1987338.578886 + Penalty 3217.135005 = -1984121.443880
  nChanged 9006
		SP:Iteration 1F (89889.600000 sec): 3 clusters
  Score: Raw -1992501.327014 + Penalty 3217.135005 = -1989284.192009
  nChanged 1195
		SP:Iteration 2F (89889.850000 sec): 3 clusters
  Score: Raw -1993074.446157 + Penalty 3217.135005 = -1989857.311152
  nChanged 1131
		SP:Iteration 3F (89890.160000 sec): 3 clusters
  Score: Raw -1993658.293979 + Penalty 3217.135005 = -1990441.158973
  nChanged 1144
		SP:Iteration 4F (89890.440000 sec): 3 clusters
  Score: Raw -1994294.235105 + Penalty 3217.135005 = -1991077.100099
  nChanged 1099
		SP:Iteration 5F (89890.760000 sec): 3 clusters
  Score: Raw -1994947.968905 + Penalty 3217.135005 = -1991730.833899
  nChanged 1109
		SP:Iteration 6F (89891.040000 sec): 3 clusters
  Score: Raw -1995552.899250 + Penalty 3217.135005 = -1992335.764245
  nChanged 1001
		SP:Iteration 7F (89891.340000 sec): 3 clusters
  Score: Raw -1996070.673392 + Penalty 3217.135005 = -1992853.538387
  nChanged 917
		SP:Iteration 8Q (89891.560000 sec): 3 clusters
  Score: Raw -1996535.963977 + Penalty 3217.135005 = -1993318.828972
  nChanged 853
		SP:Iteration 9Q (89891.880000 sec): 3 clusters
  Score: Raw -1996994.065091 + Penalty 3217.135005 = -1993776.930085
  nChanged 807
		SP:Iteration 10Q (89892.130000 sec): 3 clusters
  Score: Raw -1997446.383168 + Penalty 3217.135005 = -1994229.248163
  nChanged 743
		SP:Iteration 11Q (89892.390000 sec): 3 clusters
  Score: Raw -1997845.405329 + Penalty 3217.135005 = -1994628.270324
  nChanged 643
		SP:Iteration 12Q (89892.680000 sec): 3 clusters
  Score: Raw -1998230.679352 + Penalty 3217.135005 = -1995013.544346
  nChanged 658
		SP:Iteration 13Q (89892.970000 sec): 3 clusters
  Score: Raw -1998647.232691 + Penalty 3217.135005 = -1995430.097686
  nChanged 594
		SP:Iteration 14Q (89893.260000 sec): 3 clusters
  Score: Raw -1999031.233860 + Penalty 3217.135005 = -1995814.098855
  nChanged 511
		SP:Iteration 15Q (89893.610000 sec): 3 clusters
  Score: Raw -1999307.323066 + Penalty 3217.135005 = -1996090.188061
  nChanged 401
		SP:Iteration 16Q (89893.850000 sec): 3 clusters
  Score: Raw -1999515.202717 + Penalty 3217.135005 = -1996298.067711
  nChanged 332
		SP:Iteration 17Q (89894.190000 sec): 3 clusters
  Score: Raw -1999699.110437 + Penalty 3217.135005 = -1996481.975432
  nChanged 254
		SP:Iteration 18Q (89894.510000 sec): 3 clusters
  Score: Raw -1999846.891723 + Penalty 3217.135005 = -1996629.756718
  nChanged 225
		SP:Iteration 19Q (89894.790000 sec): 3 clusters
  Score: Raw -1999973.378501 + Penalty 3217.135005 = -1996756.243495
  nChanged 189
		SP:Iteration 20F (89895.070000 sec): 3 clusters
  Score: Raw -2000080.937515 + Penalty 3217.135005 = -1996863.802510
  nChanged 153
		SP:Iteration 21Q (89895.420000 sec): 3 clusters
  Score: Raw -2000173.992443 + Penalty 3217.135005 = -1996956.857438
  nChanged 131
		SP:Iteration 22Q (89895.710000 sec): 3 clusters
  Score: Raw -2000245.452146 + Penalty 3217.135005 = -1997028.317140
  nChanged 92
		SP:Iteration 23Q (89895.950000 sec): 3 clusters
  Score: Raw -2000299.519764 + Penalty 3217.135005 = -1997082.384759
  nChanged 69
		SP:Iteration 24Q (89896.220000 sec): 3 clusters
  Score: Raw -2000340.126780 + Penalty 3217.135005 = -1997122.991775
  nChanged 55
		SP:Iteration 25Q (89896.510000 sec): 3 clusters
  Score: Raw -2000374.904660 + Penalty 3217.135005 = -1997157.769655
  nChanged 46
		SP:Iteration 26Q (89896.840000 sec): 3 clusters
  Score: Raw -2000406.057170 + Penalty 3217.135005 = -1997188.922164
  nChanged 37
		SP:Iteration 27Q (89897.090000 sec): 3 clusters
  Score: Raw -2000428.865480 + Penalty 3217.135005 = -1997211.730474
  nChanged 41
		SP:Iteration 28Q (89897.360000 sec): 3 clusters
  Score: Raw -2000452.132754 + Penalty 3217.135005 = -1997234.997749
  nChanged 36
		SP:Iteration 29Q (89897.590000 sec): 3 clusters
  Score: Raw -2000472.056445 + Penalty 3217.135005 = -1997254.921440
  nChanged 26
		SP:Iteration 30Q (89897.880000 sec): 3 clusters
  Score: Raw -2000484.785944 + Penalty 3217.135005 = -1997267.650939
  nChanged 18
		SP:Iteration 31Q (89898.110000 sec): 3 clusters
  Score: Raw -2000495.391022 + Penalty 3217.135005 = -1997278.256017
  nChanged 17
		SP:Iteration 32Q (89898.370000 sec): 3 clusters
  Score: Raw -2000507.755644 + Penalty 3217.135005 = -1997290.620639
  nChanged 18
		SP:Iteration 33Q (89898.660000 sec): 3 clusters
  Score: Raw -2000521.355700 + Penalty 3217.135005 = -1997304.220695
  nChanged 18
		SP:Iteration 34Q (89898.950000 sec): 3 clusters
  Score: Raw -2000534.239130 + Penalty 3217.135005 = -1997317.104124
  nChanged 14
		SP:Iteration 35Q (89899.230000 sec): 3 clusters
  Score: Raw -2000543.623074 + Penalty 3217.135005 = -1997326.488068
  nChanged 13
		SP:Iteration 36Q (89899.480000 sec): 3 clusters
  Score: Raw -2000553.535467 + Penalty 3217.135005 = -1997336.400462
  nChanged 12
		SP:Iteration 37Q (89899.730000 sec): 3 clusters
  Score: Raw -2000558.191398 + Penalty 3217.135005 = -1997341.056392
  nChanged 8
		SP:Iteration 38Q (89900.030000 sec): 3 clusters
  Score: Raw -2000562.198964 + Penalty 3217.135005 = -1997345.063958
  nChanged 5
		SP:Iteration 39Q (89900.340000 sec): 3 clusters
  Score: Raw -2000564.679717 + Penalty 3217.135005 = -1997347.544711
  nChanged 8
		SP:Iteration 40F (89900.590000 sec): 3 clusters
  Score: Raw -2000567.712170 + Penalty 3217.135005 = -1997350.577164
  nChanged 2
		SP:Iteration 41Q (89900.900000 sec): 3 clusters
  Score: Raw -2000568.493340 + Penalty 3217.135005 = -1997351.358334
  nChanged 0
		SP:Iteration 42F (89901.190000 sec): 3 clusters
  Score: Raw -2000568.493340 + Penalty 3217.135005 = -1997351.358334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 41 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89901.290000 sec): 2 clusters
  Score: Raw -416627.424500 + Penalty 1345.244592 = -415282.179908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89901.480000 sec): 3 clusters
  Score: Raw -414656.070019 + Penalty 2690.489184 = -411965.580835
  nChanged 1586
		SP:Iteration 1F (89901.700000 sec): 3 clusters
  Score: Raw -415690.671933 + Penalty 2690.489184 = -413000.182749
  nChanged 275
		SP:Iteration 2F (89901.900000 sec): 3 clusters
  Score: Raw -415893.811583 + Penalty 2690.489184 = -413203.322398
  nChanged 226
		SP:Iteration 3F (89902.070000 sec): 3 clusters
  Score: Raw -416074.062757 + Penalty 2690.489184 = -413383.573573
  nChanged 174
		SP:Iteration 4Q (89902.240000 sec): 3 clusters
  Score: Raw -416213.280013 + Penalty 2690.489184 = -413522.790829
  nChanged 168
		SP:Iteration 5Q (89902.390000 sec): 3 clusters
  Score: Raw -416326.958041 + Penalty 2690.489184 = -413636.468857
  nChanged 160
		SP:Iteration 6Q (89902.590000 sec): 3 clusters
  Score: Raw -416436.793694 + Penalty 2690.489184 = -413746.304510
  nChanged 119
		SP:Iteration 7Q (89902.800000 sec): 3 clusters
  Score: Raw -416519.286334 + Penalty 2690.489184 = -413828.797150
  nChanged 110
		SP:Iteration 8Q (89902.970000 sec): 3 clusters
  Score: Raw -416580.401346 + Penalty 2690.489184 = -413889.912162
  nChanged 99
		SP:Iteration 9Q (89903.200000 sec): 3 clusters
  Score: Raw -416635.880551 + Penalty 2690.489184 = -413945.391366
  nChanged 85
		SP:Iteration 10Q (89903.370000 sec): 3 clusters
  Score: Raw -416687.125715 + Penalty 2690.489184 = -413996.636530
  nChanged 76
		SP:Iteration 11Q (89903.540000 sec): 3 clusters
  Score: Raw -416730.106300 + Penalty 2690.489184 = -414039.617115
  nChanged 59
		SP:Iteration 12Q (89903.730000 sec): 3 clusters
  Score: Raw -416766.743123 + Penalty 2690.489184 = -414076.253939
  nChanged 58
		SP:Iteration 13Q (89903.910000 sec): 3 clusters
  Score: Raw -416815.047504 + Penalty 2690.489184 = -414124.558320
  nChanged 66
		SP:Iteration 14Q (89904.090000 sec): 3 clusters
  Score: Raw -416854.210920 + Penalty 2690.489184 = -414163.721735
  nChanged 57
		SP:Iteration 15Q (89904.250000 sec): 3 clusters
  Score: Raw -416886.834944 + Penalty 2690.489184 = -414196.345760
  nChanged 64
		SP:Iteration 16Q (89904.440000 sec): 3 clusters
  Score: Raw -416924.901075 + Penalty 2690.489184 = -414234.411891
  nChanged 57
		SP:Iteration 17Q (89904.570000 sec): 3 clusters
  Score: Raw -416962.296090 + Penalty 2690.489184 = -414271.806906
  nChanged 69
		SP:Iteration 18Q (89904.770000 sec): 3 clusters
  Score: Raw -417017.676178 + Penalty 2690.489184 = -414327.186994
  nChanged 94
		SP:Iteration 19Q (89904.950000 sec): 3 clusters
  Score: Raw -417101.098105 + Penalty 2690.489184 = -414410.608921
  nChanged 107
		SP:Iteration 20F (89905.130000 sec): 3 clusters
  Score: Raw -417200.676284 + Penalty 2690.489184 = -414510.187100
  nChanged 120
		SP:Iteration 21Q (89905.360000 sec): 3 clusters
  Score: Raw -417302.642076 + Penalty 2690.489184 = -414612.152892
  nChanged 101
		SP:Iteration 22Q (89905.520000 sec): 3 clusters
  Score: Raw -417380.501784 + Penalty 2690.489184 = -414690.012599
  nChanged 92
		SP:Iteration 23Q (89905.650000 sec): 3 clusters
  Score: Raw -417446.301295 + Penalty 2690.489184 = -414755.812111
  nChanged 91
		SP:Iteration 24Q (89905.810000 sec): 3 clusters
  Score: Raw -417511.524749 + Penalty 2690.489184 = -414821.035564
  nChanged 64
		SP:Iteration 25Q (89905.990000 sec): 3 clusters
  Score: Raw -417545.238583 + Penalty 2690.489184 = -414854.749398
  nChanged 53
		SP:Iteration 26Q (89906.160000 sec): 3 clusters
  Score: Raw -417563.848089 + Penalty 2690.489184 = -414873.358905
  nChanged 39
		SP:Iteration 27Q (89906.370000 sec): 3 clusters
  Score: Raw -417579.808211 + Penalty 2690.489184 = -414889.319027
  nChanged 29
		SP:Iteration 28Q (89906.570000 sec): 3 clusters
  Score: Raw -417590.764814 + Penalty 2690.489184 = -414900.275629
  nChanged 23
		SP:Iteration 29Q (89906.740000 sec): 3 clusters
  Score: Raw -417597.045677 + Penalty 2690.489184 = -414906.556493
  nChanged 17
		SP:Iteration 30Q (89906.970000 sec): 3 clusters
  Score: Raw -417602.762206 + Penalty 2690.489184 = -414912.273022
  nChanged 10
		SP:Iteration 31Q (89907.140000 sec): 3 clusters
  Score: Raw -417605.808322 + Penalty 2690.489184 = -414915.319138
  nChanged 8
		SP:Iteration 32Q (89907.340000 sec): 3 clusters
  Score: Raw -417607.567019 + Penalty 2690.489184 = -414917.077835
  nChanged 6
		SP:Iteration 33Q (89907.530000 sec): 3 clusters
  Score: Raw -417609.007495 + Penalty 2690.489184 = -414918.518311
  nChanged 6
		SP:Iteration 34Q (89907.710000 sec): 3 clusters
  Score: Raw -417611.147446 + Penalty 2690.489184 = -414920.658261
  nChanged 5
		SP:Iteration 35Q (89907.890000 sec): 3 clusters
  Score: Raw -417612.368994 + Penalty 2690.489184 = -414921.879810
  nChanged 7
		SP:Iteration 36Q (89908.090000 sec): 3 clusters
  Score: Raw -417614.373440 + Penalty 2690.489184 = -414923.884256
  nChanged 4
		SP:Iteration 37Q (89908.230000 sec): 3 clusters
  Score: Raw -417615.656812 + Penalty 2690.489184 = -414925.167628
  nChanged 6
		SP:Iteration 38Q (89908.460000 sec): 3 clusters
  Score: Raw -417617.520800 + Penalty 2690.489184 = -414927.031616
  nChanged 7
		SP:Iteration 39Q (89908.580000 sec): 3 clusters
  Score: Raw -417619.857189 + Penalty 2690.489184 = -414929.368005
  nChanged 6
		SP:Iteration 40F (89908.690000 sec): 3 clusters
  Score: Raw -417621.233399 + Penalty 2690.489184 = -414930.744215
  nChanged 2
		SP:Iteration 41Q (89908.920000 sec): 3 clusters
  Score: Raw -417621.777651 + Penalty 2690.489184 = -414931.288467
  nChanged 3
		SP:Iteration 42Q (89909.090000 sec): 3 clusters
  Score: Raw -417622.499707 + Penalty 2690.489184 = -414932.010523
  nChanged 1
		SP:Iteration 43Q (89909.290000 sec): 3 clusters
  Score: Raw -417622.687948 + Penalty 2690.489184 = -414932.198764
  nChanged 3
		SP:Iteration 44Q (89909.460000 sec): 3 clusters
  Score: Raw -417623.030428 + Penalty 2690.489184 = -414932.541244
  nChanged 2
		SP:Iteration 45Q (89909.680000 sec): 3 clusters
  Score: Raw -417623.817117 + Penalty 2690.489184 = -414933.327933
  nChanged 3
		SP:Iteration 46Q (89909.840000 sec): 3 clusters
  Score: Raw -417624.984663 + Penalty 2690.489184 = -414934.495479
  nChanged 1
		SP:Iteration 47Q (89910.050000 sec): 3 clusters
  Score: Raw -417625.750115 + Penalty 2690.489184 = -414935.260931
  nChanged 0
		SP:Iteration 48F (89910.280000 sec): 3 clusters
  Score: Raw -417625.750115 + Penalty 2690.489184 = -414935.260931
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 42 (8778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89910.380000 sec): 2 clusters
  Score: Raw -954806.896122 + Penalty 1475.500629 = -953331.395493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89910.590000 sec): 3 clusters
  Score: Raw -949940.847521 + Penalty 2951.001258 = -946989.846263
  nChanged 3723
		SP:Iteration 1F (89910.820000 sec): 3 clusters
  Score: Raw -951973.756409 + Penalty 2951.001258 = -949022.755151
  nChanged 546
		SP:Iteration 2F (89911.020000 sec): 3 clusters
  Score: Raw -952232.518667 + Penalty 2951.001258 = -949281.517409
  nChanged 448
		SP:Iteration 3F (89911.220000 sec): 3 clusters
  Score: Raw -952436.487954 + Penalty 2951.001258 = -949485.486696
  nChanged 399
		SP:Iteration 4Q (89911.430000 sec): 3 clusters
  Score: Raw -952615.373190 + Penalty 2951.001258 = -949664.371932
  nChanged 360
		SP:Iteration 5Q (89911.640000 sec): 3 clusters
  Score: Raw -952768.981764 + Penalty 2951.001258 = -949817.980506
  nChanged 329
		SP:Iteration 6Q (89911.860000 sec): 3 clusters
  Score: Raw -952923.748597 + Penalty 2951.001258 = -949972.747339
  nChanged 330
		SP:Iteration 7Q (89912.080000 sec): 3 clusters
  Score: Raw -953099.873728 + Penalty 2951.001258 = -950148.872470
  nChanged 324
		SP:Iteration 8Q (89912.330000 sec): 3 clusters
  Score: Raw -953306.818070 + Penalty 2951.001258 = -950355.816812
  nChanged 305
		SP:Iteration 9Q (89912.550000 sec): 3 clusters
  Score: Raw -953499.069341 + Penalty 2951.001258 = -950548.068084
  nChanged 297
		SP:Iteration 10Q (89912.760000 sec): 3 clusters
  Score: Raw -953686.460758 + Penalty 2951.001258 = -950735.459500
  nChanged 299
		SP:Iteration 11Q (89912.950000 sec): 3 clusters
  Score: Raw -953863.561788 + Penalty 2951.001258 = -950912.560530
  nChanged 265
		SP:Iteration 12Q (89913.190000 sec): 3 clusters
  Score: Raw -954000.034932 + Penalty 2951.001258 = -951049.033674
  nChanged 218
		SP:Iteration 13Q (89913.360000 sec): 3 clusters
  Score: Raw -954111.491894 + Penalty 2951.001258 = -951160.490637
  nChanged 190
		SP:Iteration 14Q (89913.580000 sec): 3 clusters
  Score: Raw -954205.536619 + Penalty 2951.001258 = -951254.535361
  nChanged 155
		SP:Iteration 15Q (89913.740000 sec): 3 clusters
  Score: Raw -954274.616418 + Penalty 2951.001258 = -951323.615160
  nChanged 144
		SP:Iteration 16Q (89913.980000 sec): 3 clusters
  Score: Raw -954346.413719 + Penalty 2951.001258 = -951395.412461
  nChanged 141
		SP:Iteration 17Q (89914.240000 sec): 3 clusters
  Score: Raw -954413.371948 + Penalty 2951.001258 = -951462.370690
  nChanged 117
		SP:Iteration 18Q (89914.420000 sec): 3 clusters
  Score: Raw -954468.789276 + Penalty 2951.001258 = -951517.788019
  nChanged 114
		SP:Iteration 19Q (89914.640000 sec): 3 clusters
  Score: Raw -954527.875807 + Penalty 2951.001258 = -951576.874549
  nChanged 107
		SP:Iteration 20F (89914.880000 sec): 3 clusters
  Score: Raw -954577.307161 + Penalty 2951.001258 = -951626.305903
  nChanged 97
		SP:Iteration 21Q (89915.080000 sec): 3 clusters
  Score: Raw -954626.543361 + Penalty 2951.001258 = -951675.542103
  nChanged 97
		SP:Iteration 22Q (89915.320000 sec): 3 clusters
  Score: Raw -954685.871112 + Penalty 2951.001258 = -951734.869854
  nChanged 105
		SP:Iteration 23Q (89915.530000 sec): 3 clusters
  Score: Raw -954738.598761 + Penalty 2951.001258 = -951787.597503
  nChanged 85
		SP:Iteration 24Q (89915.740000 sec): 3 clusters
  Score: Raw -954787.884950 + Penalty 2951.001258 = -951836.883692
  nChanged 97
		SP:Iteration 25Q (89915.980000 sec): 3 clusters
  Score: Raw -954849.877078 + Penalty 2951.001258 = -951898.875820
  nChanged 105
		SP:Iteration 26Q (89916.160000 sec): 3 clusters
  Score: Raw -954924.095417 + Penalty 2951.001258 = -951973.094160
  nChanged 106
		SP:Iteration 27Q (89916.340000 sec): 3 clusters
  Score: Raw -955008.217163 + Penalty 2951.001258 = -952057.215905
  nChanged 94
		SP:Iteration 28Q (89916.580000 sec): 3 clusters
  Score: Raw -955071.733177 + Penalty 2951.001258 = -952120.731919
  nChanged 85
		SP:Iteration 29Q (89916.740000 sec): 3 clusters
  Score: Raw -955131.532230 + Penalty 2951.001258 = -952180.530972
  nChanged 69
		SP:Iteration 30Q (89916.950000 sec): 3 clusters
  Score: Raw -955161.550055 + Penalty 2951.001258 = -952210.548797
  nChanged 49
		SP:Iteration 31Q (89917.170000 sec): 3 clusters
  Score: Raw -955181.825083 + Penalty 2951.001258 = -952230.823825
  nChanged 34
		SP:Iteration 32Q (89917.380000 sec): 3 clusters
  Score: Raw -955196.041236 + Penalty 2951.001258 = -952245.039978
  nChanged 30
		SP:Iteration 33Q (89917.620000 sec): 3 clusters
  Score: Raw -955209.051606 + Penalty 2951.001258 = -952258.050348
  nChanged 30
		SP:Iteration 34Q (89917.830000 sec): 3 clusters
  Score: Raw -955219.174680 + Penalty 2951.001258 = -952268.173422
  nChanged 18
		SP:Iteration 35Q (89918.040000 sec): 3 clusters
  Score: Raw -955223.866903 + Penalty 2951.001258 = -952272.865645
  nChanged 7
		SP:Iteration 36Q (89918.250000 sec): 3 clusters
  Score: Raw -955226.074152 + Penalty 2951.001258 = -952275.072895
  nChanged 11
		SP:Iteration 37Q (89918.460000 sec): 3 clusters
  Score: Raw -955229.958770 + Penalty 2951.001258 = -952278.957513
  nChanged 15
		SP:Iteration 38Q (89918.670000 sec): 3 clusters
  Score: Raw -955233.486527 + Penalty 2951.001258 = -952282.485269
  nChanged 9
		SP:Iteration 39Q (89918.930000 sec): 3 clusters
  Score: Raw -955236.196220 + Penalty 2951.001258 = -952285.194962
  nChanged 4
		SP:Iteration 40F (89919.160000 sec): 3 clusters
  Score: Raw -955237.875509 + Penalty 2951.001258 = -952286.874251
  nChanged 7
		SP:Iteration 41Q (89919.370000 sec): 3 clusters
  Score: Raw -955239.855561 + Penalty 2951.001258 = -952288.854303
  nChanged 3
		SP:Iteration 42Q (89919.520000 sec): 3 clusters
  Score: Raw -955240.374162 + Penalty 2951.001258 = -952289.372904
  nChanged 2
		SP:Iteration 43Q (89919.760000 sec): 3 clusters
  Score: Raw -955240.839346 + Penalty 2951.001258 = -952289.838088
  nChanged 2
		SP:Iteration 44Q (89919.940000 sec): 3 clusters
  Score: Raw -955241.466071 + Penalty 2951.001258 = -952290.464813
  nChanged 2
		SP:Iteration 45Q (89920.130000 sec): 3 clusters
  Score: Raw -955241.734039 + Penalty 2951.001258 = -952290.732781
  nChanged 1
		SP:Iteration 46Q (89920.390000 sec): 3 clusters
  Score: Raw -955241.947264 + Penalty 2951.001258 = -952290.946007
  nChanged 3
		SP:Iteration 47Q (89920.620000 sec): 3 clusters
  Score: Raw -955242.509904 + Penalty 2951.001258 = -952291.508647
  nChanged 1
		SP:Iteration 48Q (89920.780000 sec): 3 clusters
  Score: Raw -955242.565008 + Penalty 2951.001258 = -952291.563751
  nChanged 0
		SP:Iteration 49F (89921.020000 sec): 3 clusters
  Score: Raw -955242.565008 + Penalty 2951.001258 = -952291.563751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 43 (4464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89921.110000 sec): 2 clusters
  Score: Raw -429753.195421 + Penalty 1365.617582 = -428387.577839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89921.340000 sec): 3 clusters
  Score: Raw -427502.530709 + Penalty 2731.235164 = -424771.295545
  nChanged 1836
		SP:Iteration 1F (89921.530000 sec): 3 clusters
  Score: Raw -428674.037138 + Penalty 2731.235164 = -425942.801975
  nChanged 421
		SP:Iteration 2F (89921.680000 sec): 3 clusters
  Score: Raw -429011.975503 + Penalty 2731.235164 = -426280.740339
  nChanged 298
		SP:Iteration 3F (89921.840000 sec): 3 clusters
  Score: Raw -429264.347826 + Penalty 2731.235164 = -426533.112662
  nChanged 286
		SP:Iteration 4F (89922.080000 sec): 3 clusters
  Score: Raw -429489.530792 + Penalty 2731.235164 = -426758.295628
  nChanged 231
		SP:Iteration 5F (89922.270000 sec): 3 clusters
  Score: Raw -429681.674751 + Penalty 2731.235164 = -426950.439587
  nChanged 194
		SP:Iteration 6Q (89922.480000 sec): 3 clusters
  Score: Raw -429902.094593 + Penalty 2731.235164 = -427170.859429
  nChanged 209
		SP:Iteration 7Q (89922.680000 sec): 3 clusters
  Score: Raw -430127.135490 + Penalty 2731.235164 = -427395.900326
  nChanged 203
		SP:Iteration 8Q (89922.830000 sec): 3 clusters
  Score: Raw -430313.538996 + Penalty 2731.235164 = -427582.303832
  nChanged 171
		SP:Iteration 9Q (89923.030000 sec): 3 clusters
  Score: Raw -430445.958856 + Penalty 2731.235164 = -427714.723692
  nChanged 147
		SP:Iteration 10Q (89923.230000 sec): 3 clusters
  Score: Raw -430521.431793 + Penalty 2731.235164 = -427790.196630
  nChanged 107
		SP:Iteration 11Q (89923.400000 sec): 3 clusters
  Score: Raw -430576.830675 + Penalty 2731.235164 = -427845.595512
  nChanged 91
		SP:Iteration 12Q (89923.570000 sec): 3 clusters
  Score: Raw -430629.749392 + Penalty 2731.235164 = -427898.514228
  nChanged 91
		SP:Iteration 13Q (89923.760000 sec): 3 clusters
  Score: Raw -430679.954558 + Penalty 2731.235164 = -427948.719394
  nChanged 82
		SP:Iteration 14Q (89923.950000 sec): 3 clusters
  Score: Raw -430727.308630 + Penalty 2731.235164 = -427996.073466
  nChanged 93
		SP:Iteration 15Q (89924.180000 sec): 3 clusters
  Score: Raw -430778.364894 + Penalty 2731.235164 = -428047.129731
  nChanged 75
		SP:Iteration 16Q (89924.390000 sec): 3 clusters
  Score: Raw -430819.015901 + Penalty 2731.235164 = -428087.780737
  nChanged 63
		SP:Iteration 17Q (89924.490000 sec): 3 clusters
  Score: Raw -430855.007065 + Penalty 2731.235164 = -428123.771901
  nChanged 60
		SP:Iteration 18Q (89924.630000 sec): 3 clusters
  Score: Raw -430888.161121 + Penalty 2731.235164 = -428156.925957
  nChanged 62
		SP:Iteration 19Q (89924.870000 sec): 3 clusters
  Score: Raw -430917.080936 + Penalty 2731.235164 = -428185.845773
  nChanged 49
		SP:Iteration 20F (89925.050000 sec): 3 clusters
  Score: Raw -430952.440038 + Penalty 2731.235164 = -428221.204874
  nChanged 46
		SP:Iteration 21Q (89925.250000 sec): 3 clusters
  Score: Raw -430979.452650 + Penalty 2731.235164 = -428248.217486
  nChanged 41
		SP:Iteration 22Q (89925.420000 sec): 3 clusters
  Score: Raw -430996.798419 + Penalty 2731.235164 = -428265.563255
  nChanged 36
		SP:Iteration 23Q (89925.590000 sec): 3 clusters
  Score: Raw -431007.427660 + Penalty 2731.235164 = -428276.192496
  nChanged 21
		SP:Iteration 24Q (89925.810000 sec): 3 clusters
  Score: Raw -431015.318321 + Penalty 2731.235164 = -428284.083157
  nChanged 18
		SP:Iteration 25Q (89925.970000 sec): 3 clusters
  Score: Raw -431020.361411 + Penalty 2731.235164 = -428289.126248
  nChanged 8
		SP:Iteration 26Q (89926.160000 sec): 3 clusters
  Score: Raw -431023.325053 + Penalty 2731.235164 = -428292.089889
  nChanged 10
		SP:Iteration 27Q (89926.380000 sec): 3 clusters
  Score: Raw -431027.658553 + Penalty 2731.235164 = -428296.423389
  nChanged 13
		SP:Iteration 28Q (89926.560000 sec): 3 clusters
  Score: Raw -431031.864620 + Penalty 2731.235164 = -428300.629456
  nChanged 13
		SP:Iteration 29Q (89926.760000 sec): 3 clusters
  Score: Raw -431034.097307 + Penalty 2731.235164 = -428302.862143
  nChanged 7
		SP:Iteration 30Q (89926.950000 sec): 3 clusters
  Score: Raw -431035.701495 + Penalty 2731.235164 = -428304.466331
  nChanged 8
		SP:Iteration 31Q (89927.090000 sec): 3 clusters
  Score: Raw -431037.926060 + Penalty 2731.235164 = -428306.690896
  nChanged 8
		SP:Iteration 32Q (89927.280000 sec): 3 clusters
  Score: Raw -431040.388520 + Penalty 2731.235164 = -428309.153356
  nChanged 8
		SP:Iteration 33Q (89927.450000 sec): 3 clusters
  Score: Raw -431042.414312 + Penalty 2731.235164 = -428311.179148
  nChanged 6
		SP:Iteration 34Q (89927.590000 sec): 3 clusters
  Score: Raw -431043.778500 + Penalty 2731.235164 = -428312.543336
  nChanged 6
		SP:Iteration 35Q (89927.770000 sec): 3 clusters
  Score: Raw -431045.467659 + Penalty 2731.235164 = -428314.232495
  nChanged 3
		SP:Iteration 36Q (89927.940000 sec): 3 clusters
  Score: Raw -431046.351334 + Penalty 2731.235164 = -428315.116170
  nChanged 3
		SP:Iteration 37Q (89928.110000 sec): 3 clusters
  Score: Raw -431047.281173 + Penalty 2731.235164 = -428316.046009
  nChanged 2
		SP:Iteration 38Q (89928.330000 sec): 3 clusters
  Score: Raw -431047.850313 + Penalty 2731.235164 = -428316.615150
  nChanged 1
		SP:Iteration 39Q (89928.500000 sec): 3 clusters
  Score: Raw -431048.207319 + Penalty 2731.235164 = -428316.972155
  nChanged 1
		SP:Iteration 40F (89928.710000 sec): 3 clusters
  Score: Raw -431048.514895 + Penalty 2731.235164 = -428317.279731
  nChanged 1
		SP:Iteration 41Q (89928.850000 sec): 3 clusters
  Score: Raw -431048.687613 + Penalty 2731.235164 = -428317.452450
  nChanged 1
		SP:Iteration 42Q (89929.050000 sec): 3 clusters
  Score: Raw -431048.838807 + Penalty 2731.235164 = -428317.603643
  nChanged 0
		SP:Iteration 43F (89929.260000 sec): 3 clusters
  Score: Raw -431048.838807 + Penalty 2731.235164 = -428317.603643
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 44 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89929.350000 sec): 2 clusters
  Score: Raw -63373.026124 + Penalty 1032.585132 = -62340.440992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89929.530000 sec): 3 clusters
  Score: Raw -63301.004705 + Penalty 2065.170263 = -61235.834442
  nChanged 138
		SP:Iteration 1F (89929.730000 sec): 3 clusters
  Score: Raw -63562.013779 + Penalty 2065.170263 = -61496.843516
  nChanged 51
		SP:Iteration 2F (89929.850000 sec): 3 clusters
  Score: Raw -63814.759344 + Penalty 2065.170263 = -61749.589081
  nChanged 37
		SP:Iteration 3F (89930.010000 sec): 3 clusters
  Score: Raw -64005.031907 + Penalty 2065.170263 = -61939.861643
  nChanged 38
		SP:Iteration 4F (89930.180000 sec): 3 clusters
  Score: Raw -64082.971862 + Penalty 2065.170263 = -62017.801599
  nChanged 25
		SP:Iteration 5Q (89930.340000 sec): 3 clusters
  Score: Raw -64128.984121 + Penalty 2065.170263 = -62063.813858
  nChanged 11
		SP:Iteration 6Q (89930.490000 sec): 3 clusters
  Score: Raw -64150.680966 + Penalty 2065.170263 = -62085.510703
  nChanged 8
		SP:Iteration 7Q (89930.620000 sec): 3 clusters
  Score: Raw -64162.928989 + Penalty 2065.170263 = -62097.758725
  nChanged 3
		SP:Iteration 8Q (89930.800000 sec): 3 clusters
  Score: Raw -64171.202177 + Penalty 2065.170263 = -62106.031914
  nChanged 3
		SP:Iteration 9Q (89930.980000 sec): 3 clusters
  Score: Raw -64177.497826 + Penalty 2065.170263 = -62112.327562
  nChanged 3
		SP:Iteration 10Q (89931.150000 sec): 3 clusters
  Score: Raw -64183.610078 + Penalty 2065.170263 = -62118.439815
  nChanged 4
		SP:Iteration 11Q (89931.320000 sec): 3 clusters
  Score: Raw -64191.571907 + Penalty 2065.170263 = -62126.401644
  nChanged 2
		SP:Iteration 12Q (89931.490000 sec): 3 clusters
  Score: Raw -64202.654657 + Penalty 2065.170263 = -62137.484394
  nChanged 0
		SP:Iteration 13F (89931.650000 sec): 3 clusters
  Score: Raw -64202.654657 + Penalty 2065.170263 = -62137.484394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 45 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89931.730000 sec): 2 clusters
  Score: Raw -353702.389499 + Penalty 1311.623770 = -352390.765728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89931.930000 sec): 3 clusters
  Score: Raw -352191.433945 + Penalty 2623.247540 = -349568.186405
  nChanged 1206
		SP:Iteration 1F (89932.100000 sec): 3 clusters
  Score: Raw -352866.462158 + Penalty 2623.247540 = -350243.214618
  nChanged 260
		SP:Iteration 2F (89932.220000 sec): 3 clusters
  Score: Raw -353047.047976 + Penalty 2623.247540 = -350423.800436
  nChanged 215
		SP:Iteration 3F (89932.400000 sec): 3 clusters
  Score: Raw -353194.094678 + Penalty 2623.247540 = -350570.847137
  nChanged 164
		SP:Iteration 4F (89932.550000 sec): 3 clusters
  Score: Raw -353314.634154 + Penalty 2623.247540 = -350691.386614
  nChanged 148
		SP:Iteration 5Q (89932.730000 sec): 3 clusters
  Score: Raw -353414.288252 + Penalty 2623.247540 = -350791.040712
  nChanged 133
		SP:Iteration 6Q (89932.930000 sec): 3 clusters
  Score: Raw -353517.686019 + Penalty 2623.247540 = -350894.438479
  nChanged 124
		SP:Iteration 7Q (89933.090000 sec): 3 clusters
  Score: Raw -353608.384342 + Penalty 2623.247540 = -350985.136801
  nChanged 105
		SP:Iteration 8Q (89933.290000 sec): 3 clusters
  Score: Raw -353689.311752 + Penalty 2623.247540 = -351066.064212
  nChanged 99
		SP:Iteration 9Q (89933.450000 sec): 3 clusters
  Score: Raw -353769.264527 + Penalty 2623.247540 = -351146.016986
  nChanged 88
		SP:Iteration 10Q (89933.610000 sec): 3 clusters
  Score: Raw -353821.514762 + Penalty 2623.247540 = -351198.267221
  nChanged 67
		SP:Iteration 11Q (89933.820000 sec): 3 clusters
  Score: Raw -353861.364905 + Penalty 2623.247540 = -351238.117365
  nChanged 57
		SP:Iteration 12Q (89933.970000 sec): 3 clusters
  Score: Raw -353891.224631 + Penalty 2623.247540 = -351267.977090
  nChanged 36
		SP:Iteration 13Q (89934.130000 sec): 3 clusters
  Score: Raw -353913.011623 + Penalty 2623.247540 = -351289.764083
  nChanged 37
		SP:Iteration 14Q (89934.300000 sec): 3 clusters
  Score: Raw -353930.165407 + Penalty 2623.247540 = -351306.917866
  nChanged 30
		SP:Iteration 15Q (89934.430000 sec): 3 clusters
  Score: Raw -353945.154839 + Penalty 2623.247540 = -351321.907299
  nChanged 21
		SP:Iteration 16Q (89934.640000 sec): 3 clusters
  Score: Raw -353953.608992 + Penalty 2623.247540 = -351330.361452
  nChanged 13
		SP:Iteration 17Q (89934.750000 sec): 3 clusters
  Score: Raw -353960.207699 + Penalty 2623.247540 = -351336.960159
  nChanged 20
		SP:Iteration 18Q (89934.950000 sec): 3 clusters
  Score: Raw -353968.732805 + Penalty 2623.247540 = -351345.485264
  nChanged 9
		SP:Iteration 19Q (89935.120000 sec): 3 clusters
  Score: Raw -353972.005491 + Penalty 2623.247540 = -351348.757950
  nChanged 7
		SP:Iteration 20F (89935.320000 sec): 3 clusters
  Score: Raw -353974.756930 + Penalty 2623.247540 = -351351.509390
  nChanged 7
		SP:Iteration 21Q (89935.480000 sec): 3 clusters
  Score: Raw -353977.658088 + Penalty 2623.247540 = -351354.410547
  nChanged 4
		SP:Iteration 22Q (89935.610000 sec): 3 clusters
  Score: Raw -353978.840696 + Penalty 2623.247540 = -351355.593155
  nChanged 4
		SP:Iteration 23Q (89935.740000 sec): 3 clusters
  Score: Raw -353980.683357 + Penalty 2623.247540 = -351357.435817
  nChanged 3
		SP:Iteration 24Q (89935.900000 sec): 3 clusters
  Score: Raw -353982.215348 + Penalty 2623.247540 = -351358.967808
  nChanged 2
		SP:Iteration 25Q (89936.040000 sec): 3 clusters
  Score: Raw -353983.340763 + Penalty 2623.247540 = -351360.093222
  nChanged 4
		SP:Iteration 26Q (89936.210000 sec): 3 clusters
  Score: Raw -353985.488189 + Penalty 2623.247540 = -351362.240649
  nChanged 7
		SP:Iteration 27Q (89936.380000 sec): 3 clusters
  Score: Raw -353988.365664 + Penalty 2623.247540 = -351365.118124
  nChanged 4
		SP:Iteration 28Q (89936.560000 sec): 3 clusters
  Score: Raw -353989.441496 + Penalty 2623.247540 = -351366.193955
  nChanged 2
		SP:Iteration 29Q (89936.730000 sec): 3 clusters
  Score: Raw -353990.157536 + Penalty 2623.247540 = -351366.909996
  nChanged 1
		SP:Iteration 30Q (89936.940000 sec): 3 clusters
  Score: Raw -353990.382060 + Penalty 2623.247540 = -351367.134520
  nChanged 2
		SP:Iteration 31Q (89937.110000 sec): 3 clusters
  Score: Raw -353990.808725 + Penalty 2623.247540 = -351367.561184
  nChanged 1
		SP:Iteration 32Q (89937.300000 sec): 3 clusters
  Score: Raw -353991.638997 + Penalty 2623.247540 = -351368.391457
  nChanged 2
		SP:Iteration 33Q (89937.460000 sec): 3 clusters
  Score: Raw -353992.023829 + Penalty 2623.247540 = -351368.776288
  nChanged 0
		SP:Iteration 34F (89937.640000 sec): 3 clusters
  Score: Raw -353992.023829 + Penalty 2623.247540 = -351368.776288
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 46 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89937.740000 sec): 2 clusters
  Score: Raw -461126.178923 + Penalty 1358.777597 = -459767.401326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89937.940000 sec): 3 clusters
  Score: Raw -459019.426196 + Penalty 2717.555194 = -456301.871003
  nChanged 1712
		SP:Iteration 1F (89938.140000 sec): 3 clusters
  Score: Raw -460067.640039 + Penalty 2717.555194 = -457350.084846
  nChanged 351
		SP:Iteration 2F (89938.320000 sec): 3 clusters
  Score: Raw -460266.866438 + Penalty 2717.555194 = -457549.311244
  nChanged 245
		SP:Iteration 3F (89938.500000 sec): 3 clusters
  Score: Raw -460406.873954 + Penalty 2717.555194 = -457689.318760
  nChanged 201
		SP:Iteration 4Q (89938.680000 sec): 3 clusters
  Score: Raw -460506.686784 + Penalty 2717.555194 = -457789.131590
  nChanged 167
		SP:Iteration 5Q (89938.920000 sec): 3 clusters
  Score: Raw -460604.667624 + Penalty 2717.555194 = -457887.112430
  nChanged 169
		SP:Iteration 6Q (89939.100000 sec): 3 clusters
  Score: Raw -460698.945178 + Penalty 2717.555194 = -457981.389984
  nChanged 157
		SP:Iteration 7Q (89939.250000 sec): 3 clusters
  Score: Raw -460802.929455 + Penalty 2717.555194 = -458085.374261
  nChanged 167
		SP:Iteration 8Q (89939.430000 sec): 3 clusters
  Score: Raw -460925.310185 + Penalty 2717.555194 = -458207.754991
  nChanged 156
		SP:Iteration 9Q (89939.560000 sec): 3 clusters
  Score: Raw -461041.813386 + Penalty 2717.555194 = -458324.258193
  nChanged 149
		SP:Iteration 10Q (89939.770000 sec): 3 clusters
  Score: Raw -461155.216768 + Penalty 2717.555194 = -458437.661574
  nChanged 109
		SP:Iteration 11Q (89939.970000 sec): 3 clusters
  Score: Raw -461230.264936 + Penalty 2717.555194 = -458512.709743
  nChanged 93
		SP:Iteration 12Q (89940.150000 sec): 3 clusters
  Score: Raw -461289.453462 + Penalty 2717.555194 = -458571.898268
  nChanged 78
		SP:Iteration 13Q (89940.320000 sec): 3 clusters
  Score: Raw -461343.785352 + Penalty 2717.555194 = -458626.230158
  nChanged 57
		SP:Iteration 14Q (89940.520000 sec): 3 clusters
  Score: Raw -461383.971517 + Penalty 2717.555194 = -458666.416324
  nChanged 38
		SP:Iteration 15Q (89940.670000 sec): 3 clusters
  Score: Raw -461404.233014 + Penalty 2717.555194 = -458686.677820
  nChanged 26
		SP:Iteration 16Q (89940.860000 sec): 3 clusters
  Score: Raw -461421.485918 + Penalty 2717.555194 = -458703.930724
  nChanged 30
		SP:Iteration 17Q (89941.040000 sec): 3 clusters
  Score: Raw -461437.312026 + Penalty 2717.555194 = -458719.756832
  nChanged 19
		SP:Iteration 18Q (89941.240000 sec): 3 clusters
  Score: Raw -461445.722286 + Penalty 2717.555194 = -458728.167092
  nChanged 19
		SP:Iteration 19Q (89941.450000 sec): 3 clusters
  Score: Raw -461453.826958 + Penalty 2717.555194 = -458736.271764
  nChanged 15
		SP:Iteration 20F (89941.640000 sec): 3 clusters
  Score: Raw -461460.106809 + Penalty 2717.555194 = -458742.551615
  nChanged 12
		SP:Iteration 21Q (89941.820000 sec): 3 clusters
  Score: Raw -461465.151931 + Penalty 2717.555194 = -458747.596737
  nChanged 10
		SP:Iteration 22Q (89942.040000 sec): 3 clusters
  Score: Raw -461469.304806 + Penalty 2717.555194 = -458751.749612
  nChanged 7
		SP:Iteration 23Q (89942.240000 sec): 3 clusters
  Score: Raw -461472.710002 + Penalty 2717.555194 = -458755.154808
  nChanged 7
		SP:Iteration 24Q (89942.400000 sec): 3 clusters
  Score: Raw -461475.580374 + Penalty 2717.555194 = -458758.025180
  nChanged 7
		SP:Iteration 25Q (89942.610000 sec): 3 clusters
  Score: Raw -461477.715704 + Penalty 2717.555194 = -458760.160510
  nChanged 7
		SP:Iteration 26Q (89942.760000 sec): 3 clusters
  Score: Raw -461480.230210 + Penalty 2717.555194 = -458762.675016
  nChanged 6
		SP:Iteration 27Q (89942.980000 sec): 3 clusters
  Score: Raw -461482.025036 + Penalty 2717.555194 = -458764.469842
  nChanged 5
		SP:Iteration 28Q (89943.180000 sec): 3 clusters
  Score: Raw -461484.108443 + Penalty 2717.555194 = -458766.553249
  nChanged 3
		SP:Iteration 29Q (89943.270000 sec): 3 clusters
  Score: Raw -461484.692609 + Penalty 2717.555194 = -458767.137415
  nChanged 1
		SP:Iteration 30Q (89943.470000 sec): 3 clusters
  Score: Raw -461484.886920 + Penalty 2717.555194 = -458767.331726
  nChanged 2
		SP:Iteration 31Q (89943.700000 sec): 3 clusters
  Score: Raw -461485.701749 + Penalty 2717.555194 = -458768.146556
  nChanged 2
		SP:Iteration 32Q (89943.840000 sec): 3 clusters
  Score: Raw -461486.535799 + Penalty 2717.555194 = -458768.980605
  nChanged 3
		SP:Iteration 33Q (89944.030000 sec): 3 clusters
  Score: Raw -461488.016100 + Penalty 2717.555194 = -458770.460906
  nChanged 2
		SP:Iteration 34Q (89944.230000 sec): 3 clusters
  Score: Raw -461488.988590 + Penalty 2717.555194 = -458771.433396
  nChanged 2
		SP:Iteration 35Q (89944.400000 sec): 3 clusters
  Score: Raw -461489.708755 + Penalty 2717.555194 = -458772.153561
  nChanged 3
		SP:Iteration 36Q (89944.570000 sec): 3 clusters
  Score: Raw -461490.423940 + Penalty 2717.555194 = -458772.868746
  nChanged 0
		SP:Iteration 37F (89944.740000 sec): 3 clusters
  Score: Raw -461490.423940 + Penalty 2717.555194 = -458772.868746
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 47 (17095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89944.990000 sec): 2 clusters
  Score: Raw -1914134.168231 + Penalty 1583.812962 = -1912550.355269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89945.250000 sec): 3 clusters
  Score: Raw -1903979.579038 + Penalty 3167.625923 = -1900811.953115
  nChanged 7554
		SP:Iteration 1F (89945.520000 sec): 3 clusters
  Score: Raw -1908081.435925 + Penalty 3167.625923 = -1904913.810001
  nChanged 820
		SP:Iteration 2Q (89945.810000 sec): 3 clusters
  Score: Raw -1908340.681030 + Penalty 3167.625923 = -1905173.055107
  nChanged 731
		SP:Iteration 3Q (89946.100000 sec): 3 clusters
  Score: Raw -1908563.448878 + Penalty 3167.625923 = -1905395.822955
  nChanged 633
		SP:Iteration 4Q (89946.380000 sec): 3 clusters
  Score: Raw -1908766.048647 + Penalty 3167.625923 = -1905598.422724
  nChanged 604
		SP:Iteration 5Q (89946.670000 sec): 3 clusters
  Score: Raw -1908983.685845 + Penalty 3167.625923 = -1905816.059922
  nChanged 650
		SP:Iteration 6Q (89946.930000 sec): 3 clusters
  Score: Raw -1909277.417819 + Penalty 3167.625923 = -1906109.791896
  nChanged 745
		SP:Iteration 7Q (89947.220000 sec): 3 clusters
  Score: Raw -1909675.137599 + Penalty 3167.625923 = -1906507.511675
  nChanged 847
		SP:Iteration 8Q (89947.510000 sec): 3 clusters
  Score: Raw -1910213.255478 + Penalty 3167.625923 = -1907045.629555
  nChanged 944
		SP:Iteration 9F (89947.790000 sec): 3 clusters
  Score: Raw -1910909.096558 + Penalty 3167.625923 = -1907741.470635
  nChanged 943
		SP:Iteration 10F (89948.060000 sec): 3 clusters
  Score: Raw -1911674.172885 + Penalty 3167.625923 = -1908506.546962
  nChanged 819
		SP:Iteration 11Q (89948.330000 sec): 3 clusters
  Score: Raw -1912348.738808 + Penalty 3167.625923 = -1909181.112885
  nChanged 656
		SP:Iteration 12Q (89948.600000 sec): 3 clusters
  Score: Raw -1912899.022400 + Penalty 3167.625923 = -1909731.396477
  nChanged 496
		SP:Iteration 13Q (89948.840000 sec): 3 clusters
  Score: Raw -1913316.591571 + Penalty 3167.625923 = -1910148.965647
  nChanged 346
		SP:Iteration 14Q (89949.130000 sec): 3 clusters
  Score: Raw -1913589.876994 + Penalty 3167.625923 = -1910422.251071
  nChanged 257
		SP:Iteration 15Q (89949.430000 sec): 3 clusters
  Score: Raw -1913781.680091 + Penalty 3167.625923 = -1910614.054167
  nChanged 172
		SP:Iteration 16Q (89949.690000 sec): 3 clusters
  Score: Raw -1913912.248609 + Penalty 3167.625923 = -1910744.622686
  nChanged 128
		SP:Iteration 17Q (89949.970000 sec): 3 clusters
  Score: Raw -1914001.700159 + Penalty 3167.625923 = -1910834.074236
  nChanged 91
		SP:Iteration 18Q (89950.220000 sec): 3 clusters
  Score: Raw -1914063.348381 + Penalty 3167.625923 = -1910895.722458
  nChanged 66
		SP:Iteration 19Q (89950.540000 sec): 3 clusters
  Score: Raw -1914112.392910 + Penalty 3167.625923 = -1910944.766987
  nChanged 54
		SP:Iteration 20F (89950.770000 sec): 3 clusters
  Score: Raw -1914156.858646 + Penalty 3167.625923 = -1910989.232723
  nChanged 42
		SP:Iteration 21Q (89951.030000 sec): 3 clusters
  Score: Raw -1914196.492072 + Penalty 3167.625923 = -1911028.866149
  nChanged 43
		SP:Iteration 22Q (89951.290000 sec): 3 clusters
  Score: Raw -1914230.184250 + Penalty 3167.625923 = -1911062.558327
  nChanged 30
		SP:Iteration 23Q (89951.520000 sec): 3 clusters
  Score: Raw -1914258.657824 + Penalty 3167.625923 = -1911091.031901
  nChanged 30
		SP:Iteration 24Q (89951.810000 sec): 3 clusters
  Score: Raw -1914288.262647 + Penalty 3167.625923 = -1911120.636724
  nChanged 25
		SP:Iteration 25Q (89952.040000 sec): 3 clusters
  Score: Raw -1914307.337520 + Penalty 3167.625923 = -1911139.711597
  nChanged 17
		SP:Iteration 26Q (89952.280000 sec): 3 clusters
  Score: Raw -1914322.229356 + Penalty 3167.625923 = -1911154.603432
  nChanged 15
		SP:Iteration 27Q (89952.530000 sec): 3 clusters
  Score: Raw -1914336.207295 + Penalty 3167.625923 = -1911168.581371
  nChanged 12
		SP:Iteration 28Q (89952.750000 sec): 3 clusters
  Score: Raw -1914344.635501 + Penalty 3167.625923 = -1911177.009577
  nChanged 7
		SP:Iteration 29Q (89953.000000 sec): 3 clusters
  Score: Raw -1914351.248927 + Penalty 3167.625923 = -1911183.623004
  nChanged 4
		SP:Iteration 30Q (89953.240000 sec): 3 clusters
  Score: Raw -1914355.706604 + Penalty 3167.625923 = -1911188.080681
  nChanged 3
		SP:Iteration 31Q (89953.530000 sec): 3 clusters
  Score: Raw -1914358.094917 + Penalty 3167.625923 = -1911190.468993
  nChanged 3
		SP:Iteration 32Q (89953.860000 sec): 3 clusters
  Score: Raw -1914359.846984 + Penalty 3167.625923 = -1911192.221061
  nChanged 2
		SP:Iteration 33Q (89954.070000 sec): 3 clusters
  Score: Raw -1914362.682611 + Penalty 3167.625923 = -1911195.056688
  nChanged 4
		SP:Iteration 34Q (89954.260000 sec): 3 clusters
  Score: Raw -1914365.979545 + Penalty 3167.625923 = -1911198.353622
  nChanged 5
		SP:Iteration 35Q (89954.520000 sec): 3 clusters
  Score: Raw -1914367.913864 + Penalty 3167.625923 = -1911200.287941
  nChanged 1
		SP:Iteration 36Q (89954.750000 sec): 3 clusters
  Score: Raw -1914368.297806 + Penalty 3167.625923 = -1911200.671883
  nChanged 0
		SP:Iteration 37F (89955.020000 sec): 3 clusters
  Score: Raw -1914368.297806 + Penalty 3167.625923 = -1911200.671883
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 48 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89955.160000 sec): 2 clusters
  Score: Raw -477619.261603 + Penalty 1363.160137 = -476256.101465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89955.310000 sec): 3 clusters
  Score: Raw -475364.175045 + Penalty 2726.320275 = -472637.854770
  nChanged 1780
		SP:Iteration 1F (89955.460000 sec): 3 clusters
  Score: Raw -476393.689021 + Penalty 2726.320275 = -473667.368746
  nChanged 324
		SP:Iteration 2F (89955.600000 sec): 3 clusters
  Score: Raw -476601.503019 + Penalty 2726.320275 = -473875.182744
  nChanged 262
		SP:Iteration 3F (89955.770000 sec): 3 clusters
  Score: Raw -476786.418441 + Penalty 2726.320275 = -474060.098166
  nChanged 246
		SP:Iteration 4F (89955.960000 sec): 3 clusters
  Score: Raw -476964.256826 + Penalty 2726.320275 = -474237.936551
  nChanged 234
		SP:Iteration 5F (89956.160000 sec): 3 clusters
  Score: Raw -477121.882022 + Penalty 2726.320275 = -474395.561747
  nChanged 207
		SP:Iteration 6Q (89956.320000 sec): 3 clusters
  Score: Raw -477263.183391 + Penalty 2726.320275 = -474536.863116
  nChanged 173
		SP:Iteration 7Q (89956.490000 sec): 3 clusters
  Score: Raw -477370.855755 + Penalty 2726.320275 = -474644.535480
  nChanged 170
		SP:Iteration 8Q (89956.710000 sec): 3 clusters
  Score: Raw -477480.357966 + Penalty 2726.320275 = -474754.037691
  nChanged 137
		SP:Iteration 9Q (89956.880000 sec): 3 clusters
  Score: Raw -477569.557949 + Penalty 2726.320275 = -474843.237674
  nChanged 124
		SP:Iteration 10Q (89957.060000 sec): 3 clusters
  Score: Raw -477635.250080 + Penalty 2726.320275 = -474908.929805
  nChanged 103
		SP:Iteration 11Q (89957.220000 sec): 3 clusters
  Score: Raw -477696.778037 + Penalty 2726.320275 = -474970.457762
  nChanged 108
		SP:Iteration 12Q (89957.340000 sec): 3 clusters
  Score: Raw -477759.597636 + Penalty 2726.320275 = -475033.277361
  nChanged 96
		SP:Iteration 13Q (89957.550000 sec): 3 clusters
  Score: Raw -477804.244299 + Penalty 2726.320275 = -475077.924024
  nChanged 76
		SP:Iteration 14Q (89957.690000 sec): 3 clusters
  Score: Raw -477834.226601 + Penalty 2726.320275 = -475107.906326
  nChanged 54
		SP:Iteration 15Q (89957.850000 sec): 3 clusters
  Score: Raw -477854.848483 + Penalty 2726.320275 = -475128.528208
  nChanged 47
		SP:Iteration 16Q (89958.000000 sec): 3 clusters
  Score: Raw -477871.810647 + Penalty 2726.320275 = -475145.490372
  nChanged 38
		SP:Iteration 17Q (89958.140000 sec): 3 clusters
  Score: Raw -477884.706237 + Penalty 2726.320275 = -475158.385962
  nChanged 28
		SP:Iteration 18Q (89958.280000 sec): 3 clusters
  Score: Raw -477897.316151 + Penalty 2726.320275 = -475170.995876
  nChanged 28
		SP:Iteration 19Q (89958.450000 sec): 3 clusters
  Score: Raw -477907.854035 + Penalty 2726.320275 = -475181.533760
  nChanged 19
		SP:Iteration 20F (89958.550000 sec): 3 clusters
  Score: Raw -477913.169754 + Penalty 2726.320275 = -475186.849479
  nChanged 16
		SP:Iteration 21Q (89958.690000 sec): 3 clusters
  Score: Raw -477917.350332 + Penalty 2726.320275 = -475191.030057
  nChanged 11
		SP:Iteration 22Q (89958.840000 sec): 3 clusters
  Score: Raw -477920.242432 + Penalty 2726.320275 = -475193.922157
  nChanged 11
		SP:Iteration 23Q (89959.020000 sec): 3 clusters
  Score: Raw -477923.264740 + Penalty 2726.320275 = -475196.944465
  nChanged 10
		SP:Iteration 24Q (89959.180000 sec): 3 clusters
  Score: Raw -477925.725768 + Penalty 2726.320275 = -475199.405493
  nChanged 14
		SP:Iteration 25Q (89959.390000 sec): 3 clusters
  Score: Raw -477929.423219 + Penalty 2726.320275 = -475203.102944
  nChanged 10
		SP:Iteration 26Q (89959.560000 sec): 3 clusters
  Score: Raw -477933.121357 + Penalty 2726.320275 = -475206.801082
  nChanged 13
		SP:Iteration 27Q (89959.780000 sec): 3 clusters
  Score: Raw -477937.254457 + Penalty 2726.320275 = -475210.934182
  nChanged 7
		SP:Iteration 28Q (89959.950000 sec): 3 clusters
  Score: Raw -477939.287056 + Penalty 2726.320275 = -475212.966781
  nChanged 6
		SP:Iteration 29Q (89960.140000 sec): 3 clusters
  Score: Raw -477940.467268 + Penalty 2726.320275 = -475214.146993
  nChanged 5
		SP:Iteration 30Q (89960.340000 sec): 3 clusters
  Score: Raw -477941.424911 + Penalty 2726.320275 = -475215.104636
  nChanged 3
		SP:Iteration 31Q (89960.550000 sec): 3 clusters
  Score: Raw -477941.949234 + Penalty 2726.320275 = -475215.628959
  nChanged 3
		SP:Iteration 32Q (89960.740000 sec): 3 clusters
  Score: Raw -477942.586153 + Penalty 2726.320275 = -475216.265878
  nChanged 3
		SP:Iteration 33Q (89960.940000 sec): 3 clusters
  Score: Raw -477943.790448 + Penalty 2726.320275 = -475217.470173
  nChanged 2
		SP:Iteration 34Q (89961.100000 sec): 3 clusters
  Score: Raw -477944.328887 + Penalty 2726.320275 = -475218.008612
  nChanged 2
		SP:Iteration 35Q (89961.320000 sec): 3 clusters
  Score: Raw -477945.265395 + Penalty 2726.320275 = -475218.945120
  nChanged 2
		SP:Iteration 36Q (89961.490000 sec): 3 clusters
  Score: Raw -477945.856947 + Penalty 2726.320275 = -475219.536672
  nChanged 3
		SP:Iteration 37Q (89961.660000 sec): 3 clusters
  Score: Raw -477946.422501 + Penalty 2726.320275 = -475220.102227
  nChanged 2
		SP:Iteration 38Q (89961.870000 sec): 3 clusters
  Score: Raw -477947.106497 + Penalty 2726.320275 = -475220.786222
  nChanged 6
		SP:Iteration 39Q (89962.050000 sec): 3 clusters
  Score: Raw -477948.353812 + Penalty 2726.320275 = -475222.033537
  nChanged 5
		SP:Iteration 40F (89962.230000 sec): 3 clusters
  Score: Raw -477949.448983 + Penalty 2726.320275 = -475223.128708
  nChanged 3
		SP:Iteration 41Q (89962.400000 sec): 3 clusters
  Score: Raw -477950.220392 + Penalty 2726.320275 = -475223.900117
  nChanged 2
		SP:Iteration 42Q (89962.580000 sec): 3 clusters
  Score: Raw -477950.485499 + Penalty 2726.320275 = -475224.165224
  nChanged 2
		SP:Iteration 43Q (89962.750000 sec): 3 clusters
  Score: Raw -477950.735057 + Penalty 2726.320275 = -475224.414782
  nChanged 0
		SP:Iteration 44F (89962.930000 sec): 3 clusters
  Score: Raw -477950.735057 + Penalty 2726.320275 = -475224.414782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 49 (93975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89963.600000 sec): 2 clusters
  Score: Raw -10352706.617180 + Penalty 1860.752411 = -10350845.864768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89964.300000 sec): 3 clusters
  Score: Raw -10291689.122801 + Penalty 3721.504822 = -10287967.617978
  nChanged 44976
		SP:Iteration 1F (89965.050000 sec): 3 clusters
  Score: Raw -10317680.335045 + Penalty 3721.504822 = -10313958.830223
  nChanged 2881
		SP:Iteration 2Q (89965.810000 sec): 3 clusters
  Score: Raw -10318301.542916 + Penalty 3721.504822 = -10314580.038094
  nChanged 2869
		SP:Iteration 3Q (89966.680000 sec): 3 clusters
  Score: Raw -10318991.820833 + Penalty 3721.504822 = -10315270.316010
  nChanged 2987
		SP:Iteration 4Q (89967.510000 sec): 3 clusters
  Score: Raw -10319773.018638 + Penalty 3721.504822 = -10316051.513816
  nChanged 3227
		SP:Iteration 5Q (89968.350000 sec): 3 clusters
  Score: Raw -10320851.639055 + Penalty 3721.504822 = -10317130.134233
  nChanged 3780
		SP:Iteration 6Q (89969.190000 sec): 3 clusters
  Score: Raw -10322401.236572 + Penalty 3721.504822 = -10318679.731750
  nChanged 4394
		SP:Iteration 7Q (89970.070000 sec): 3 clusters
  Score: Raw -10324632.665915 + Penalty 3721.504822 = -10320911.161093
  nChanged 5050
		SP:Iteration 8F (89970.830000 sec): 3 clusters
  Score: Raw -10327707.186552 + Penalty 3721.504822 = -10323985.681730
  nChanged 5707
		SP:Iteration 9F (89971.400000 sec): 3 clusters
  Score: Raw -10331686.087424 + Penalty 3721.504822 = -10327964.582602
  nChanged 5542
		SP:Iteration 10F (89971.960000 sec): 3 clusters
  Score: Raw -10335713.722726 + Penalty 3721.504822 = -10331992.217904
  nChanged 4924
		SP:Iteration 11F (89972.510000 sec): 3 clusters
  Score: Raw -10339140.869709 + Penalty 3721.504822 = -10335419.364887
  nChanged 3903
		SP:Iteration 12Q (89973.110000 sec): 3 clusters
  Score: Raw -10341570.327397 + Penalty 3721.504822 = -10337848.822574
  nChanged 3038
		SP:Iteration 13Q (89973.670000 sec): 3 clusters
  Score: Raw -10343309.909243 + Penalty 3721.504822 = -10339588.404421
  nChanged 2535
		SP:Iteration 14Q (89974.300000 sec): 3 clusters
  Score: Raw -10344740.829860 + Penalty 3721.504822 = -10341019.325038
  nChanged 2252
		SP:Iteration 15Q (89974.940000 sec): 3 clusters
  Score: Raw -10346068.184707 + Penalty 3721.504822 = -10342346.679885
  nChanged 2003
		SP:Iteration 16Q (89975.570000 sec): 3 clusters
  Score: Raw -10347285.400472 + Penalty 3721.504822 = -10343563.895649
  nChanged 1719
		SP:Iteration 17Q (89976.210000 sec): 3 clusters
  Score: Raw -10348363.837365 + Penalty 3721.504822 = -10344642.332543
  nChanged 1551
		SP:Iteration 18Q (89976.930000 sec): 3 clusters
  Score: Raw -10349380.381035 + Penalty 3721.504822 = -10345658.876213
  nChanged 1287
		SP:Iteration 19Q (89977.640000 sec): 3 clusters
  Score: Raw -10350241.740342 + Penalty 3721.504822 = -10346520.235519
  nChanged 1038
		SP:Iteration 20F (89978.360000 sec): 3 clusters
  Score: Raw -10350945.588105 + Penalty 3721.504822 = -10347224.083283
  nChanged 817
		SP:Iteration 21Q (89979.080000 sec): 3 clusters
  Score: Raw -10351478.570337 + Penalty 3721.504822 = -10347757.065515
  nChanged 635
		SP:Iteration 22Q (89979.810000 sec): 3 clusters
  Score: Raw -10351890.995850 + Penalty 3721.504822 = -10348169.491028
  nChanged 432
		SP:Iteration 23Q (89980.510000 sec): 3 clusters
  Score: Raw -10352168.221344 + Penalty 3721.504822 = -10348446.716521
  nChanged 308
		SP:Iteration 24Q (89981.210000 sec): 3 clusters
  Score: Raw -10352366.426693 + Penalty 3721.504822 = -10348644.921871
  nChanged 222
		SP:Iteration 25Q (89981.890000 sec): 3 clusters
  Score: Raw -10352501.001398 + Penalty 3721.504822 = -10348779.496576
  nChanged 157
		SP:Iteration 26Q (89982.580000 sec): 3 clusters
  Score: Raw -10352597.728004 + Penalty 3721.504822 = -10348876.223182
  nChanged 113
		SP:Iteration 27Q (89983.260000 sec): 3 clusters
  Score: Raw -10352678.968214 + Penalty 3721.504822 = -10348957.463392
  nChanged 89
		SP:Iteration 28Q (89983.890000 sec): 3 clusters
  Score: Raw -10352743.996567 + Penalty 3721.504822 = -10349022.491745
  nChanged 59
		SP:Iteration 29Q (89984.560000 sec): 3 clusters
  Score: Raw -10352782.847892 + Penalty 3721.504822 = -10349061.343069
  nChanged 40
		SP:Iteration 30Q (89985.210000 sec): 3 clusters
  Score: Raw -10352812.014916 + Penalty 3721.504822 = -10349090.510094
  nChanged 29
		SP:Iteration 31Q (89985.880000 sec): 3 clusters
  Score: Raw -10352834.614850 + Penalty 3721.504822 = -10349113.110027
  nChanged 28
		SP:Iteration 32Q (89986.610000 sec): 3 clusters
  Score: Raw -10352861.062348 + Penalty 3721.504822 = -10349139.557526
  nChanged 20
		SP:Iteration 33Q (89987.350000 sec): 3 clusters
  Score: Raw -10352876.510328 + Penalty 3721.504822 = -10349155.005506
  nChanged 15
		SP:Iteration 34Q (89988.090000 sec): 3 clusters
  Score: Raw -10352891.375822 + Penalty 3721.504822 = -10349169.870999
  nChanged 10
		SP:Iteration 35Q (89988.800000 sec): 3 clusters
  Score: Raw -10352899.725945 + Penalty 3721.504822 = -10349178.221123
  nChanged 6
		SP:Iteration 36Q (89989.610000 sec): 3 clusters
  Score: Raw -10352904.334437 + Penalty 3721.504822 = -10349182.829615
  nChanged 3
		SP:Iteration 37Q (89990.340000 sec): 3 clusters
  Score: Raw -10352906.682630 + Penalty 3721.504822 = -10349185.177807
  nChanged 10
		SP:Iteration 38Q (89991.150000 sec): 3 clusters
  Score: Raw -10352916.158974 + Penalty 3721.504822 = -10349194.654151
  nChanged 7
		SP:Iteration 39Q (89991.770000 sec): 3 clusters
  Score: Raw -10352921.296833 + Penalty 3721.504822 = -10349199.792011
  nChanged 4
		SP:Iteration 40F (89992.540000 sec): 3 clusters
  Score: Raw -10352923.280196 + Penalty 3721.504822 = -10349201.775374
  nChanged 1
		SP:Iteration 41Q (89993.260000 sec): 3 clusters
  Score: Raw -10352923.739980 + Penalty 3721.504822 = -10349202.235158
  nChanged 1
		SP:Iteration 42Q (89993.950000 sec): 3 clusters
  Score: Raw -10352924.006222 + Penalty 3721.504822 = -10349202.501400
  nChanged 0
		SP:Iteration 43F (89994.750000 sec): 3 clusters
  Score: Raw -10352924.006222 + Penalty 3721.504822 = -10349202.501400
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 50 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89994.950000 sec): 2 clusters
  Score: Raw -599504.104336 + Penalty 1400.562612 = -598103.541724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89995.140000 sec): 3 clusters
  Score: Raw -596599.509219 + Penalty 2801.125225 = -593798.383994
  nChanged 2284
		SP:Iteration 1F (89995.300000 sec): 3 clusters
  Score: Raw -597846.737963 + Penalty 2801.125225 = -595045.612739
  nChanged 441
		SP:Iteration 2F (89995.490000 sec): 3 clusters
  Score: Raw -598112.477490 + Penalty 2801.125225 = -595311.352265
  nChanged 333
		SP:Iteration 3F (89995.730000 sec): 3 clusters
  Score: Raw -598339.916176 + Penalty 2801.125225 = -595538.790951
  nChanged 315
		SP:Iteration 4F (89995.870000 sec): 3 clusters
  Score: Raw -598573.643652 + Penalty 2801.125225 = -595772.518428
  nChanged 283
		SP:Iteration 5F (89996.040000 sec): 3 clusters
  Score: Raw -598785.306565 + Penalty 2801.125225 = -595984.181340
  nChanged 249
		SP:Iteration 6Q (89996.180000 sec): 3 clusters
  Score: Raw -598930.462265 + Penalty 2801.125225 = -596129.337040
  nChanged 197
		SP:Iteration 7Q (89996.370000 sec): 3 clusters
  Score: Raw -599043.727356 + Penalty 2801.125225 = -596242.602131
  nChanged 175
		SP:Iteration 8Q (89996.590000 sec): 3 clusters
  Score: Raw -599127.235439 + Penalty 2801.125225 = -596326.110214
  nChanged 135
		SP:Iteration 9Q (89996.770000 sec): 3 clusters
  Score: Raw -599206.102389 + Penalty 2801.125225 = -596404.977165
  nChanged 129
		SP:Iteration 10Q (89996.980000 sec): 3 clusters
  Score: Raw -599280.537324 + Penalty 2801.125225 = -596479.412099
  nChanged 136
		SP:Iteration 11Q (89997.210000 sec): 3 clusters
  Score: Raw -599353.153945 + Penalty 2801.125225 = -596552.028720
  nChanged 118
		SP:Iteration 12Q (89997.390000 sec): 3 clusters
  Score: Raw -599402.249698 + Penalty 2801.125225 = -596601.124473
  nChanged 107
		SP:Iteration 13Q (89997.610000 sec): 3 clusters
  Score: Raw -599447.476008 + Penalty 2801.125225 = -596646.350784
  nChanged 92
		SP:Iteration 14Q (89997.770000 sec): 3 clusters
  Score: Raw -599488.516359 + Penalty 2801.125225 = -596687.391134
  nChanged 72
		SP:Iteration 15Q (89997.940000 sec): 3 clusters
  Score: Raw -599513.446261 + Penalty 2801.125225 = -596712.321037
  nChanged 58
		SP:Iteration 16Q (89998.160000 sec): 3 clusters
  Score: Raw -599533.369234 + Penalty 2801.125225 = -596732.244010
  nChanged 54
		SP:Iteration 17Q (89998.390000 sec): 3 clusters
  Score: Raw -599548.861614 + Penalty 2801.125225 = -596747.736390
  nChanged 46
		SP:Iteration 18Q (89998.580000 sec): 3 clusters
  Score: Raw -599561.099289 + Penalty 2801.125225 = -596759.974065
  nChanged 33
		SP:Iteration 19Q (89998.770000 sec): 3 clusters
  Score: Raw -599569.001393 + Penalty 2801.125225 = -596767.876168
  nChanged 25
		SP:Iteration 20F (89998.950000 sec): 3 clusters
  Score: Raw -599574.073995 + Penalty 2801.125225 = -596772.948770
  nChanged 22
		SP:Iteration 21Q (89999.190000 sec): 3 clusters
  Score: Raw -599579.564976 + Penalty 2801.125225 = -596778.439751
  nChanged 21
		SP:Iteration 22Q (89999.390000 sec): 3 clusters
  Score: Raw -599584.081778 + Penalty 2801.125225 = -596782.956553
  nChanged 12
		SP:Iteration 23Q (89999.590000 sec): 3 clusters
  Score: Raw -599587.255617 + Penalty 2801.125225 = -596786.130392
  nChanged 9
		SP:Iteration 24Q (89999.790000 sec): 3 clusters
  Score: Raw -599589.052878 + Penalty 2801.125225 = -596787.927654
  nChanged 9
		SP:Iteration 25Q (90000.000000 sec): 3 clusters
  Score: Raw -599591.269724 + Penalty 2801.125225 = -596790.144499
  nChanged 6
		SP:Iteration 26Q (90000.230000 sec): 3 clusters
  Score: Raw -599593.240185 + Penalty 2801.125225 = -596792.114961
  nChanged 11
		SP:Iteration 27Q (90000.420000 sec): 3 clusters
  Score: Raw -599595.882205 + Penalty 2801.125225 = -596794.756980
  nChanged 16
		SP:Iteration 28Q (90000.630000 sec): 3 clusters
  Score: Raw -599599.114141 + Penalty 2801.125225 = -596797.988917
  nChanged 17
		SP:Iteration 29Q (90000.830000 sec): 3 clusters
  Score: Raw -599603.870884 + Penalty 2801.125225 = -596802.745659
  nChanged 21
		SP:Iteration 30Q (90001.030000 sec): 3 clusters
  Score: Raw -599610.305174 + Penalty 2801.125225 = -596809.179949
  nChanged 24
		SP:Iteration 31Q (90001.250000 sec): 3 clusters
  Score: Raw -599617.116815 + Penalty 2801.125225 = -596815.991590
  nChanged 20
		SP:Iteration 32Q (90001.460000 sec): 3 clusters
  Score: Raw -599621.696219 + Penalty 2801.125225 = -596820.570994
  nChanged 18
		SP:Iteration 33Q (90001.640000 sec): 3 clusters
  Score: Raw -599625.491867 + Penalty 2801.125225 = -596824.366642
  nChanged 17
		SP:Iteration 34Q (90001.860000 sec): 3 clusters
  Score: Raw -599628.925801 + Penalty 2801.125225 = -596827.800576
  nChanged 17
		SP:Iteration 35Q (90002.040000 sec): 3 clusters
  Score: Raw -599632.033341 + Penalty 2801.125225 = -596830.908116
  nChanged 10
		SP:Iteration 36Q (90002.250000 sec): 3 clusters
  Score: Raw -599633.790405 + Penalty 2801.125225 = -596832.665180
  nChanged 10
		SP:Iteration 37Q (90002.440000 sec): 3 clusters
  Score: Raw -599635.593927 + Penalty 2801.125225 = -596834.468702
  nChanged 9
		SP:Iteration 38Q (90002.640000 sec): 3 clusters
  Score: Raw -599637.506510 + Penalty 2801.125225 = -596836.381285
  nChanged 7
		SP:Iteration 39Q (90002.820000 sec): 3 clusters
  Score: Raw -599638.572117 + Penalty 2801.125225 = -596837.446892
  nChanged 5
		SP:Iteration 40F (90003.030000 sec): 3 clusters
  Score: Raw -599639.222890 + Penalty 2801.125225 = -596838.097665
  nChanged 7
		SP:Iteration 41Q (90003.190000 sec): 3 clusters
  Score: Raw -599640.124244 + Penalty 2801.125225 = -596838.999019
  nChanged 3
		SP:Iteration 42Q (90003.400000 sec): 3 clusters
  Score: Raw -599640.890596 + Penalty 2801.125225 = -596839.765371
  nChanged 3
		SP:Iteration 43Q (90003.550000 sec): 3 clusters
  Score: Raw -599641.221090 + Penalty 2801.125225 = -596840.095865
  nChanged 6
		SP:Iteration 44Q (90003.800000 sec): 3 clusters
  Score: Raw -599642.326636 + Penalty 2801.125225 = -596841.201411
  nChanged 4
		SP:Iteration 45Q (90003.980000 sec): 3 clusters
  Score: Raw -599643.151719 + Penalty 2801.125225 = -596842.026494
  nChanged 3
		SP:Iteration 46Q (90004.190000 sec): 3 clusters
  Score: Raw -599643.497925 + Penalty 2801.125225 = -596842.372701
  nChanged 1
		SP:Iteration 47Q (90004.380000 sec): 3 clusters
  Score: Raw -599643.867417 + Penalty 2801.125225 = -596842.742193
  nChanged 3
		SP:Iteration 48Q (90004.570000 sec): 3 clusters
  Score: Raw -599644.316259 + Penalty 2801.125225 = -596843.191034
  nChanged 1
		SP:Iteration 49Q (90004.760000 sec): 3 clusters
  Score: Raw -599644.395379 + Penalty 2801.125225 = -596843.270154
  nChanged 2
		SP:Iteration 50Q (90004.950000 sec): 3 clusters
  Score: Raw -599644.672465 + Penalty 2801.125225 = -596843.547241
  nChanged 5
		SP:Iteration 51Q (90005.180000 sec): 3 clusters
  Score: Raw -599645.603850 + Penalty 2801.125225 = -596844.478625
  nChanged 8
		SP:Iteration 52Q (90005.310000 sec): 3 clusters
  Score: Raw -599646.671384 + Penalty 2801.125225 = -596845.546159
  nChanged 8
		SP:Iteration 53Q (90005.490000 sec): 3 clusters
  Score: Raw -599648.464816 + Penalty 2801.125225 = -596847.339591
  nChanged 9
		SP:Iteration 54Q (90005.670000 sec): 3 clusters
  Score: Raw -599649.842405 + Penalty 2801.125225 = -596848.717180
  nChanged 6
		SP:Iteration 55Q (90005.910000 sec): 3 clusters
  Score: Raw -599650.554734 + Penalty 2801.125225 = -596849.429510
  nChanged 8
		SP:Iteration 56Q (90006.050000 sec): 3 clusters
  Score: Raw -599653.128989 + Penalty 2801.125225 = -596852.003765
  nChanged 8
		SP:Iteration 57Q (90006.250000 sec): 3 clusters
  Score: Raw -599654.643598 + Penalty 2801.125225 = -596853.518374
  nChanged 7
		SP:Iteration 58Q (90006.420000 sec): 3 clusters
  Score: Raw -599655.903885 + Penalty 2801.125225 = -596854.778661
  nChanged 6
		SP:Iteration 59Q (90006.620000 sec): 3 clusters
  Score: Raw -599656.881256 + Penalty 2801.125225 = -596855.756031
  nChanged 3
		SP:Iteration 60F (90006.820000 sec): 3 clusters
  Score: Raw -599657.505231 + Penalty 2801.125225 = -596856.380006
  nChanged 3
		SP:Iteration 61Q (90007.030000 sec): 3 clusters
  Score: Raw -599657.881892 + Penalty 2801.125225 = -596856.756667
  nChanged 3
		SP:Iteration 62Q (90007.240000 sec): 3 clusters
  Score: Raw -599658.427118 + Penalty 2801.125225 = -596857.301893
  nChanged 4
		SP:Iteration 63Q (90007.410000 sec): 3 clusters
  Score: Raw -599658.925796 + Penalty 2801.125225 = -596857.800571
  nChanged 2
		SP:Iteration 64Q (90007.600000 sec): 3 clusters
  Score: Raw -599659.215843 + Penalty 2801.125225 = -596858.090618
  nChanged 3
		SP:Iteration 65Q (90007.800000 sec): 3 clusters
  Score: Raw -599659.557092 + Penalty 2801.125225 = -596858.431867
  nChanged 1
		SP:Iteration 66Q (90007.990000 sec): 3 clusters
  Score: Raw -599659.725778 + Penalty 2801.125225 = -596858.600553
  nChanged 3
		SP:Iteration 67Q (90008.230000 sec): 3 clusters
  Score: Raw -599660.059615 + Penalty 2801.125225 = -596858.934390
  nChanged 3
		SP:Iteration 68Q (90008.410000 sec): 3 clusters
  Score: Raw -599660.969299 + Penalty 2801.125225 = -596859.844074
  nChanged 5
		SP:Iteration 69Q (90008.600000 sec): 3 clusters
  Score: Raw -599662.094245 + Penalty 2801.125225 = -596860.969020
  nChanged 2
		SP:Iteration 70Q (90008.810000 sec): 3 clusters
  Score: Raw -599662.344873 + Penalty 2801.125225 = -596861.219648
  nChanged 0
		SP:Iteration 71F (90008.950000 sec): 3 clusters
  Score: Raw -599662.344873 + Penalty 2801.125225 = -596861.219648
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 51 (18035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90009.210000 sec): 2 clusters
  Score: Raw -1975945.757397 + Penalty 1592.511309 = -1974353.246088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90009.460000 sec): 3 clusters
  Score: Raw -1965138.652463 + Penalty 3185.022618 = -1961953.629845
  nChanged 8124
		SP:Iteration 1F (90009.740000 sec): 3 clusters
  Score: Raw -1969969.569646 + Penalty 3185.022618 = -1966784.547029
  nChanged 1201
		SP:Iteration 2F (90010.000000 sec): 3 clusters
  Score: Raw -1970713.126779 + Penalty 3185.022618 = -1967528.104161
  nChanged 1206
		SP:Iteration 3F (90010.340000 sec): 3 clusters
  Score: Raw -1971478.116432 + Penalty 3185.022618 = -1968293.093815
  nChanged 1165
		SP:Iteration 4F (90010.640000 sec): 3 clusters
  Score: Raw -1972170.754677 + Penalty 3185.022618 = -1968985.732059
  nChanged 1071
		SP:Iteration 5F (90010.920000 sec): 3 clusters
  Score: Raw -1972764.419066 + Penalty 3185.022618 = -1969579.396448
  nChanged 932
		SP:Iteration 6F (90011.230000 sec): 3 clusters
  Score: Raw -1973242.989305 + Penalty 3185.022618 = -1970057.966687
  nChanged 819
		SP:Iteration 7Q (90011.520000 sec): 3 clusters
  Score: Raw -1973667.497407 + Penalty 3185.022618 = -1970482.474789
  nChanged 715
		SP:Iteration 8Q (90011.820000 sec): 3 clusters
  Score: Raw -1974060.682420 + Penalty 3185.022618 = -1970875.659802
  nChanged 612
		SP:Iteration 9Q (90012.170000 sec): 3 clusters
  Score: Raw -1974406.534426 + Penalty 3185.022618 = -1971221.511808
  nChanged 534
		SP:Iteration 10Q (90012.450000 sec): 3 clusters
  Score: Raw -1974709.120299 + Penalty 3185.022618 = -1971524.097681
  nChanged 465
		SP:Iteration 11Q (90012.690000 sec): 3 clusters
  Score: Raw -1975003.782167 + Penalty 3185.022618 = -1971818.759549
  nChanged 434
		SP:Iteration 12Q (90012.980000 sec): 3 clusters
  Score: Raw -1975252.740851 + Penalty 3185.022618 = -1972067.718233
  nChanged 366
		SP:Iteration 13Q (90013.260000 sec): 3 clusters
  Score: Raw -1975425.123622 + Penalty 3185.022618 = -1972240.101005
  nChanged 288
		SP:Iteration 14Q (90013.590000 sec): 3 clusters
  Score: Raw -1975560.440543 + Penalty 3185.022618 = -1972375.417925
  nChanged 242
		SP:Iteration 15Q (90013.890000 sec): 3 clusters
  Score: Raw -1975677.468001 + Penalty 3185.022618 = -1972492.445384
  nChanged 212
		SP:Iteration 16Q (90014.180000 sec): 3 clusters
  Score: Raw -1975760.758059 + Penalty 3185.022618 = -1972575.735441
  nChanged 193
		SP:Iteration 17Q (90014.470000 sec): 3 clusters
  Score: Raw -1975829.502969 + Penalty 3185.022618 = -1972644.480351
  nChanged 165
		SP:Iteration 18Q (90014.750000 sec): 3 clusters
  Score: Raw -1975880.477635 + Penalty 3185.022618 = -1972695.455017
  nChanged 160
		SP:Iteration 19Q (90015.060000 sec): 3 clusters
  Score: Raw -1975924.078918 + Penalty 3185.022618 = -1972739.056300
  nChanged 140
		SP:Iteration 20F (90015.290000 sec): 3 clusters
  Score: Raw -1975961.179455 + Penalty 3185.022618 = -1972776.156838
  nChanged 150
		SP:Iteration 21Q (90015.560000 sec): 3 clusters
  Score: Raw -1976002.395886 + Penalty 3185.022618 = -1972817.373268
  nChanged 141
		SP:Iteration 22Q (90015.830000 sec): 3 clusters
  Score: Raw -1976044.605324 + Penalty 3185.022618 = -1972859.582706
  nChanged 130
		SP:Iteration 23Q (90016.070000 sec): 3 clusters
  Score: Raw -1976080.325017 + Penalty 3185.022618 = -1972895.302399
  nChanged 113
		SP:Iteration 24Q (90016.330000 sec): 3 clusters
  Score: Raw -1976107.473921 + Penalty 3185.022618 = -1972922.451303
  nChanged 102
		SP:Iteration 25Q (90016.580000 sec): 3 clusters
  Score: Raw -1976130.982948 + Penalty 3185.022618 = -1972945.960330
  nChanged 100
		SP:Iteration 26Q (90016.810000 sec): 3 clusters
  Score: Raw -1976153.561646 + Penalty 3185.022618 = -1972968.539028
  nChanged 85
		SP:Iteration 27Q (90017.050000 sec): 3 clusters
  Score: Raw -1976172.884347 + Penalty 3185.022618 = -1972987.861729
  nChanged 87
		SP:Iteration 28Q (90017.300000 sec): 3 clusters
  Score: Raw -1976194.670014 + Penalty 3185.022618 = -1973009.647396
  nChanged 91
		SP:Iteration 29Q (90017.550000 sec): 3 clusters
  Score: Raw -1976218.147722 + Penalty 3185.022618 = -1973033.125105
  nChanged 87
		SP:Iteration 30Q (90017.790000 sec): 3 clusters
  Score: Raw -1976242.255243 + Penalty 3185.022618 = -1973057.232626
  nChanged 96
		SP:Iteration 31Q (90018.050000 sec): 3 clusters
  Score: Raw -1976268.383168 + Penalty 3185.022618 = -1973083.360550
  nChanged 94
		SP:Iteration 32Q (90018.330000 sec): 3 clusters
  Score: Raw -1976294.736327 + Penalty 3185.022618 = -1973109.713709
  nChanged 87
		SP:Iteration 33Q (90018.610000 sec): 3 clusters
  Score: Raw -1976317.479188 + Penalty 3185.022618 = -1973132.456571
  nChanged 82
		SP:Iteration 34Q (90018.850000 sec): 3 clusters
  Score: Raw -1976342.645820 + Penalty 3185.022618 = -1973157.623202
  nChanged 92
		SP:Iteration 35Q (90019.070000 sec): 3 clusters
  Score: Raw -1976368.189343 + Penalty 3185.022618 = -1973183.166725
  nChanged 76
		SP:Iteration 36Q (90019.290000 sec): 3 clusters
  Score: Raw -1976390.905953 + Penalty 3185.022618 = -1973205.883336
  nChanged 80
		SP:Iteration 37Q (90019.530000 sec): 3 clusters
  Score: Raw -1976411.585910 + Penalty 3185.022618 = -1973226.563293
  nChanged 83
		SP:Iteration 38Q (90019.760000 sec): 3 clusters
  Score: Raw -1976436.968281 + Penalty 3185.022618 = -1973251.945663
  nChanged 83
		SP:Iteration 39Q (90020.020000 sec): 3 clusters
  Score: Raw -1976464.152409 + Penalty 3185.022618 = -1973279.129791
  nChanged 72
		SP:Iteration 40F (90020.280000 sec): 3 clusters
  Score: Raw -1976486.054421 + Penalty 3185.022618 = -1973301.031803
  nChanged 64
		SP:Iteration 41Q (90020.530000 sec): 3 clusters
  Score: Raw -1976506.268712 + Penalty 3185.022618 = -1973321.246094
  nChanged 71
		SP:Iteration 42Q (90020.760000 sec): 3 clusters
  Score: Raw -1976527.292503 + Penalty 3185.022618 = -1973342.269885
  nChanged 57
		SP:Iteration 43Q (90021.000000 sec): 3 clusters
  Score: Raw -1976541.974311 + Penalty 3185.022618 = -1973356.951693
  nChanged 55
		SP:Iteration 44Q (90021.280000 sec): 3 clusters
  Score: Raw -1976556.394848 + Penalty 3185.022618 = -1973371.372230
  nChanged 48
		SP:Iteration 45Q (90021.530000 sec): 3 clusters
  Score: Raw -1976568.025845 + Penalty 3185.022618 = -1973383.003227
  nChanged 47
		SP:Iteration 46Q (90021.840000 sec): 3 clusters
  Score: Raw -1976582.401107 + Penalty 3185.022618 = -1973397.378489
  nChanged 48
		SP:Iteration 47Q (90022.100000 sec): 3 clusters
  Score: Raw -1976595.837151 + Penalty 3185.022618 = -1973410.814533
  nChanged 43
		SP:Iteration 48Q (90022.410000 sec): 3 clusters
  Score: Raw -1976605.212143 + Penalty 3185.022618 = -1973420.189525
  nChanged 27
		SP:Iteration 49Q (90022.670000 sec): 3 clusters
  Score: Raw -1976609.667824 + Penalty 3185.022618 = -1973424.645206
  nChanged 28
		SP:Iteration 50Q (90022.960000 sec): 3 clusters
  Score: Raw -1976615.571430 + Penalty 3185.022618 = -1973430.548812
  nChanged 20
		SP:Iteration 51Q (90023.250000 sec): 3 clusters
  Score: Raw -1976618.721033 + Penalty 3185.022618 = -1973433.698415
  nChanged 14
		SP:Iteration 52Q (90023.500000 sec): 3 clusters
  Score: Raw -1976622.032424 + Penalty 3185.022618 = -1973437.009807
  nChanged 23
		SP:Iteration 53Q (90023.830000 sec): 3 clusters
  Score: Raw -1976627.676472 + Penalty 3185.022618 = -1973442.653855
  nChanged 26
		SP:Iteration 54Q (90024.100000 sec): 3 clusters
  Score: Raw -1976634.188151 + Penalty 3185.022618 = -1973449.165534
  nChanged 21
		SP:Iteration 55Q (90024.340000 sec): 3 clusters
  Score: Raw -1976639.298851 + Penalty 3185.022618 = -1973454.276233
  nChanged 19
		SP:Iteration 56Q (90024.620000 sec): 3 clusters
  Score: Raw -1976642.482635 + Penalty 3185.022618 = -1973457.460018
  nChanged 15
		SP:Iteration 57Q (90024.880000 sec): 3 clusters
  Score: Raw -1976644.847502 + Penalty 3185.022618 = -1973459.824884
  nChanged 8
		SP:Iteration 58Q (90025.150000 sec): 3 clusters
  Score: Raw -1976646.276040 + Penalty 3185.022618 = -1973461.253422
  nChanged 8
		SP:Iteration 59Q (90025.400000 sec): 3 clusters
  Score: Raw -1976647.854649 + Penalty 3185.022618 = -1973462.832031
  nChanged 16
		SP:Iteration 60F (90025.730000 sec): 3 clusters
  Score: Raw -1976650.486187 + Penalty 3185.022618 = -1973465.463569
  nChanged 14
		SP:Iteration 61Q (90025.980000 sec): 3 clusters
  Score: Raw -1976654.323819 + Penalty 3185.022618 = -1973469.301201
  nChanged 18
		SP:Iteration 62Q (90026.220000 sec): 3 clusters
  Score: Raw -1976658.362118 + Penalty 3185.022618 = -1973473.339500
  nChanged 13
		SP:Iteration 63Q (90026.480000 sec): 3 clusters
  Score: Raw -1976660.425680 + Penalty 3185.022618 = -1973475.403062
  nChanged 7
		SP:Iteration 64Q (90026.740000 sec): 3 clusters
  Score: Raw -1976661.293225 + Penalty 3185.022618 = -1973476.270607
  nChanged 4
		SP:Iteration 65Q (90027.010000 sec): 3 clusters
  Score: Raw -1976661.654548 + Penalty 3185.022618 = -1973476.631931
  nChanged 4
		SP:Iteration 66Q (90027.240000 sec): 3 clusters
  Score: Raw -1976661.964430 + Penalty 3185.022618 = -1973476.941813
  nChanged 1
		SP:Iteration 67Q (90027.490000 sec): 3 clusters
  Score: Raw -1976662.293218 + Penalty 3185.022618 = -1973477.270600
  nChanged 3
		SP:Iteration 68Q (90027.710000 sec): 3 clusters
  Score: Raw -1976662.747281 + Penalty 3185.022618 = -1973477.724664
  nChanged 2
		SP:Iteration 69Q (90028.010000 sec): 3 clusters
  Score: Raw -1976663.021388 + Penalty 3185.022618 = -1973477.998770
  nChanged 1
		SP:Iteration 70Q (90028.250000 sec): 3 clusters
  Score: Raw -1976663.229247 + Penalty 3185.022618 = -1973478.206629
  nChanged 0
		SP:Iteration 71F (90028.470000 sec): 3 clusters
  Score: Raw -1976663.229247 + Penalty 3185.022618 = -1973478.206629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 52 (2152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90028.590000 sec): 2 clusters
  Score: Raw -200987.858060 + Penalty 1247.049850 = -199740.808211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90028.760000 sec): 3 clusters
  Score: Raw -200080.587252 + Penalty 2494.099699 = -197586.487553
  nChanged 806
		SP:Iteration 1F (90028.910000 sec): 3 clusters
  Score: Raw -200707.248900 + Penalty 2494.099699 = -198213.149200
  nChanged 211
		SP:Iteration 2F (90029.090000 sec): 3 clusters
  Score: Raw -200950.191748 + Penalty 2494.099699 = -198456.092048
  nChanged 154
		SP:Iteration 3F (90029.290000 sec): 3 clusters
  Score: Raw -201123.429220 + Penalty 2494.099699 = -198629.329521
  nChanged 124
		SP:Iteration 4F (90029.450000 sec): 3 clusters
  Score: Raw -201235.337623 + Penalty 2494.099699 = -198741.237923
  nChanged 92
		SP:Iteration 5Q (90029.630000 sec): 3 clusters
  Score: Raw -201311.610259 + Penalty 2494.099699 = -198817.510559
  nChanged 74
		SP:Iteration 6Q (90029.810000 sec): 3 clusters
  Score: Raw -201357.898756 + Penalty 2494.099699 = -198863.799057
  nChanged 51
		SP:Iteration 7Q (90029.970000 sec): 3 clusters
  Score: Raw -201396.107667 + Penalty 2494.099699 = -198902.007968
  nChanged 56
		SP:Iteration 8Q (90030.180000 sec): 3 clusters
  Score: Raw -201438.401310 + Penalty 2494.099699 = -198944.301610
  nChanged 38
		SP:Iteration 9Q (90030.360000 sec): 3 clusters
  Score: Raw -201467.544898 + Penalty 2494.099699 = -198973.445199
  nChanged 32
		SP:Iteration 10Q (90030.530000 sec): 3 clusters
  Score: Raw -201489.331561 + Penalty 2494.099699 = -198995.231862
  nChanged 30
		SP:Iteration 11Q (90030.710000 sec): 3 clusters
  Score: Raw -201512.762616 + Penalty 2494.099699 = -199018.662916
  nChanged 23
		SP:Iteration 12Q (90030.930000 sec): 3 clusters
  Score: Raw -201532.762814 + Penalty 2494.099699 = -199038.663115
  nChanged 30
		SP:Iteration 13Q (90031.100000 sec): 3 clusters
  Score: Raw -201561.534348 + Penalty 2494.099699 = -199067.434649
  nChanged 24
		SP:Iteration 14Q (90031.280000 sec): 3 clusters
  Score: Raw -201581.448127 + Penalty 2494.099699 = -199087.348428
  nChanged 25
		SP:Iteration 15Q (90031.470000 sec): 3 clusters
  Score: Raw -201602.979462 + Penalty 2494.099699 = -199108.879762
  nChanged 21
		SP:Iteration 16Q (90031.650000 sec): 3 clusters
  Score: Raw -201619.162800 + Penalty 2494.099699 = -199125.063101
  nChanged 17
		SP:Iteration 17Q (90031.840000 sec): 3 clusters
  Score: Raw -201626.869508 + Penalty 2494.099699 = -199132.769808
  nChanged 9
		SP:Iteration 18Q (90032.030000 sec): 3 clusters
  Score: Raw -201632.578985 + Penalty 2494.099699 = -199138.479286
  nChanged 9
		SP:Iteration 19Q (90032.190000 sec): 3 clusters
  Score: Raw -201635.870630 + Penalty 2494.099699 = -199141.770930
  nChanged 7
		SP:Iteration 20F (90032.340000 sec): 3 clusters
  Score: Raw -201638.537734 + Penalty 2494.099699 = -199144.438034
  nChanged 2
		SP:Iteration 21Q (90032.520000 sec): 3 clusters
  Score: Raw -201639.079825 + Penalty 2494.099699 = -199144.980125
  nChanged 1
		SP:Iteration 22Q (90032.610000 sec): 3 clusters
  Score: Raw -201639.282032 + Penalty 2494.099699 = -199145.182333
  nChanged 3
		SP:Iteration 23Q (90032.790000 sec): 3 clusters
  Score: Raw -201640.445672 + Penalty 2494.099699 = -199146.345972
  nChanged 5
		SP:Iteration 24Q (90032.960000 sec): 3 clusters
  Score: Raw -201642.330524 + Penalty 2494.099699 = -199148.230824
  nChanged 4
		SP:Iteration 25Q (90033.140000 sec): 3 clusters
  Score: Raw -201643.762626 + Penalty 2494.099699 = -199149.662926
  nChanged 2
		SP:Iteration 26Q (90033.340000 sec): 3 clusters
  Score: Raw -201644.643099 + Penalty 2494.099699 = -199150.543400
  nChanged 4
		SP:Iteration 27Q (90033.480000 sec): 3 clusters
  Score: Raw -201646.321031 + Penalty 2494.099699 = -199152.221331
  nChanged 2
		SP:Iteration 28Q (90033.650000 sec): 3 clusters
  Score: Raw -201647.114977 + Penalty 2494.099699 = -199153.015277
  nChanged 0
		SP:Iteration 29F (90033.810000 sec): 3 clusters
  Score: Raw -201647.114977 + Penalty 2494.099699 = -199153.015277
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 53 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90033.910000 sec): 2 clusters
  Score: Raw -7291.019708 + Penalty 720.007730 = -6571.011978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90034.040000 sec): 3 clusters
  Score: Raw -7556.749231 + Penalty 1440.015460 = -6116.733771
  nChanged 3
		SP:Iteration 1Q (90034.150000 sec): 3 clusters
  Score: Raw -7569.584535 + Penalty 1440.015460 = -6129.569076
  nChanged 0
		SP:Iteration 2F (90034.290000 sec): 3 clusters
  Score: Raw -7569.584535 + Penalty 1440.015460 = -6129.569076
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 54 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90034.450000 sec): 2 clusters
  Score: Raw -331931.518555 + Penalty 1302.866038 = -330628.652517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90034.600000 sec): 3 clusters
  Score: Raw -330498.618467 + Penalty 2605.732077 = -327892.886390
  nChanged 1179
		SP:Iteration 1F (90034.800000 sec): 3 clusters
  Score: Raw -331239.354183 + Penalty 2605.732077 = -328633.622106
  nChanged 218
		SP:Iteration 2F (90034.980000 sec): 3 clusters
  Score: Raw -331362.964271 + Penalty 2605.732077 = -328757.232194
  nChanged 131
		SP:Iteration 3Q (90035.210000 sec): 3 clusters
  Score: Raw -331429.613928 + Penalty 2605.732077 = -328823.881851
  nChanged 102
		SP:Iteration 4Q (90035.390000 sec): 3 clusters
  Score: Raw -331481.465213 + Penalty 2605.732077 = -328875.733136
  nChanged 64
		SP:Iteration 5Q (90035.550000 sec): 3 clusters
  Score: Raw -331512.221523 + Penalty 2605.732077 = -328906.489446
  nChanged 51
		SP:Iteration 6Q (90035.720000 sec): 3 clusters
  Score: Raw -331534.336710 + Penalty 2605.732077 = -328928.604633
  nChanged 30
		SP:Iteration 7Q (90035.910000 sec): 3 clusters
  Score: Raw -331550.192720 + Penalty 2605.732077 = -328944.460643
  nChanged 32
		SP:Iteration 8Q (90036.090000 sec): 3 clusters
  Score: Raw -331564.309238 + Penalty 2605.732077 = -328958.577161
  nChanged 35
		SP:Iteration 9Q (90036.300000 sec): 3 clusters
  Score: Raw -331578.549865 + Penalty 2605.732077 = -328972.817788
  nChanged 35
		SP:Iteration 10Q (90036.460000 sec): 3 clusters
  Score: Raw -331596.474451 + Penalty 2605.732077 = -328990.742374
  nChanged 37
		SP:Iteration 11Q (90036.600000 sec): 3 clusters
  Score: Raw -331616.837919 + Penalty 2605.732077 = -329011.105842
  nChanged 27
		SP:Iteration 12Q (90036.750000 sec): 3 clusters
  Score: Raw -331636.935773 + Penalty 2605.732077 = -329031.203696
  nChanged 43
		SP:Iteration 13Q (90036.980000 sec): 3 clusters
  Score: Raw -331664.463421 + Penalty 2605.732077 = -329058.731344
  nChanged 54
		SP:Iteration 14Q (90037.150000 sec): 3 clusters
  Score: Raw -331697.663426 + Penalty 2605.732077 = -329091.931349
  nChanged 58
		SP:Iteration 15Q (90037.320000 sec): 3 clusters
  Score: Raw -331739.622775 + Penalty 2605.732077 = -329133.890698
  nChanged 59
		SP:Iteration 16Q (90037.530000 sec): 3 clusters
  Score: Raw -331769.049513 + Penalty 2605.732077 = -329163.317436
  nChanged 44
		SP:Iteration 17Q (90037.690000 sec): 3 clusters
  Score: Raw -331794.491410 + Penalty 2605.732077 = -329188.759333
  nChanged 41
		SP:Iteration 18Q (90037.850000 sec): 3 clusters
  Score: Raw -331822.865356 + Penalty 2605.732077 = -329217.133279
  nChanged 45
		SP:Iteration 19Q (90038.020000 sec): 3 clusters
  Score: Raw -331854.567662 + Penalty 2605.732077 = -329248.835585
  nChanged 55
		SP:Iteration 20F (90038.210000 sec): 3 clusters
  Score: Raw -331898.294318 + Penalty 2605.732077 = -329292.562241
  nChanged 49
		SP:Iteration 21Q (90038.330000 sec): 3 clusters
  Score: Raw -331944.171503 + Penalty 2605.732077 = -329338.439426
  nChanged 50
		SP:Iteration 22Q (90038.500000 sec): 3 clusters
  Score: Raw -331988.159721 + Penalty 2605.732077 = -329382.427644
  nChanged 54
		SP:Iteration 23Q (90038.630000 sec): 3 clusters
  Score: Raw -332030.002657 + Penalty 2605.732077 = -329424.270580
  nChanged 44
		SP:Iteration 24Q (90038.780000 sec): 3 clusters
  Score: Raw -332053.813828 + Penalty 2605.732077 = -329448.081751
  nChanged 30
		SP:Iteration 25Q (90038.950000 sec): 3 clusters
  Score: Raw -332077.905044 + Penalty 2605.732077 = -329472.172967
  nChanged 32
		SP:Iteration 26Q (90039.090000 sec): 3 clusters
  Score: Raw -332103.641082 + Penalty 2605.732077 = -329497.909005
  nChanged 26
		SP:Iteration 27Q (90039.260000 sec): 3 clusters
  Score: Raw -332122.496032 + Penalty 2605.732077 = -329516.763955
  nChanged 27
		SP:Iteration 28Q (90039.420000 sec): 3 clusters
  Score: Raw -332138.858851 + Penalty 2605.732077 = -329533.126774
  nChanged 18
		SP:Iteration 29Q (90039.570000 sec): 3 clusters
  Score: Raw -332151.836800 + Penalty 2605.732077 = -329546.104723
  nChanged 22
		SP:Iteration 30Q (90039.730000 sec): 3 clusters
  Score: Raw -332168.097007 + Penalty 2605.732077 = -329562.364931
  nChanged 25
		SP:Iteration 31Q (90039.880000 sec): 3 clusters
  Score: Raw -332181.970135 + Penalty 2605.732077 = -329576.238058
  nChanged 17
		SP:Iteration 32Q (90039.980000 sec): 3 clusters
  Score: Raw -332191.841105 + Penalty 2605.732077 = -329586.109028
  nChanged 11
		SP:Iteration 33Q (90040.150000 sec): 3 clusters
  Score: Raw -332198.195639 + Penalty 2605.732077 = -329592.463562
  nChanged 10
		SP:Iteration 34Q (90040.310000 sec): 3 clusters
  Score: Raw -332206.808859 + Penalty 2605.732077 = -329601.076782
  nChanged 12
		SP:Iteration 35Q (90040.480000 sec): 3 clusters
  Score: Raw -332214.175648 + Penalty 2605.732077 = -329608.443571
  nChanged 10
		SP:Iteration 36Q (90040.670000 sec): 3 clusters
  Score: Raw -332221.976912 + Penalty 2605.732077 = -329616.244835
  nChanged 10
		SP:Iteration 37Q (90040.840000 sec): 3 clusters
  Score: Raw -332230.533085 + Penalty 2605.732077 = -329624.801008
  nChanged 8
		SP:Iteration 38Q (90041.030000 sec): 3 clusters
  Score: Raw -332234.943476 + Penalty 2605.732077 = -329629.211399
  nChanged 4
		SP:Iteration 39Q (90041.180000 sec): 3 clusters
  Score: Raw -332236.706451 + Penalty 2605.732077 = -329630.974374
  nChanged 3
		SP:Iteration 40F (90041.410000 sec): 3 clusters
  Score: Raw -332238.765245 + Penalty 2605.732077 = -329633.033168
  nChanged 1
		SP:Iteration 41Q (90041.600000 sec): 3 clusters
  Score: Raw -332239.079216 + Penalty 2605.732077 = -329633.347139
  nChanged 0
		SP:Iteration 42F (90041.750000 sec): 3 clusters
  Score: Raw -332239.079216 + Penalty 2605.732077 = -329633.347139
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 55 (1135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90041.900000 sec): 2 clusters
  Score: Raw -120322.073973 + Penalty 1143.088039 = -119178.985935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90042.040000 sec): 3 clusters
  Score: Raw -119979.245065 + Penalty 2286.176077 = -117693.068988
  nChanged 381
		SP:Iteration 1F (90042.250000 sec): 3 clusters
  Score: Raw -120364.159593 + Penalty 2286.176077 = -118077.983515
  nChanged 90
		SP:Iteration 2F (90042.400000 sec): 3 clusters
  Score: Raw -120474.136782 + Penalty 2286.176077 = -118187.960705
  nChanged 44
		SP:Iteration 3Q (90042.600000 sec): 3 clusters
  Score: Raw -120545.810542 + Penalty 2286.176077 = -118259.634464
  nChanged 44
		SP:Iteration 4Q (90042.750000 sec): 3 clusters
  Score: Raw -120613.782216 + Penalty 2286.176077 = -118327.606139
  nChanged 33
		SP:Iteration 5Q (90042.950000 sec): 3 clusters
  Score: Raw -120662.049499 + Penalty 2286.176077 = -118375.873422
  nChanged 27
		SP:Iteration 6Q (90043.090000 sec): 3 clusters
  Score: Raw -120702.350145 + Penalty 2286.176077 = -118416.174067
  nChanged 24
		SP:Iteration 7Q (90043.240000 sec): 3 clusters
  Score: Raw -120737.236474 + Penalty 2286.176077 = -118451.060396
  nChanged 27
		SP:Iteration 8Q (90043.430000 sec): 3 clusters
  Score: Raw -120776.581786 + Penalty 2286.176077 = -118490.405709
  nChanged 19
		SP:Iteration 9Q (90043.600000 sec): 3 clusters
  Score: Raw -120808.473341 + Penalty 2286.176077 = -118522.297264
  nChanged 25
		SP:Iteration 10Q (90043.730000 sec): 3 clusters
  Score: Raw -120846.952183 + Penalty 2286.176077 = -118560.776105
  nChanged 21
		SP:Iteration 11Q (90043.890000 sec): 3 clusters
  Score: Raw -120881.472195 + Penalty 2286.176077 = -118595.296117
  nChanged 23
		SP:Iteration 12Q (90044.080000 sec): 3 clusters
  Score: Raw -120914.320878 + Penalty 2286.176077 = -118628.144801
  nChanged 21
		SP:Iteration 13Q (90044.270000 sec): 3 clusters
  Score: Raw -120945.019420 + Penalty 2286.176077 = -118658.843343
  nChanged 21
		SP:Iteration 14Q (90044.430000 sec): 3 clusters
  Score: Raw -120986.835878 + Penalty 2286.176077 = -118700.659801
  nChanged 23
		SP:Iteration 15Q (90044.580000 sec): 3 clusters
  Score: Raw -121033.496744 + Penalty 2286.176077 = -118747.320667
  nChanged 20
		SP:Iteration 16Q (90044.750000 sec): 3 clusters
  Score: Raw -121076.145937 + Penalty 2286.176077 = -118789.969859
  nChanged 18
		SP:Iteration 17Q (90044.910000 sec): 3 clusters
  Score: Raw -121108.241978 + Penalty 2286.176077 = -118822.065901
  nChanged 18
		SP:Iteration 18Q (90045.100000 sec): 3 clusters
  Score: Raw -121132.330414 + Penalty 2286.176077 = -118846.154337
  nChanged 11
		SP:Iteration 19Q (90045.240000 sec): 3 clusters
  Score: Raw -121150.951479 + Penalty 2286.176077 = -118864.775401
  nChanged 5
		SP:Iteration 20F (90045.450000 sec): 3 clusters
  Score: Raw -121155.887878 + Penalty 2286.176077 = -118869.711801
  nChanged 1
		SP:Iteration 21Q (90045.640000 sec): 3 clusters
  Score: Raw -121156.654633 + Penalty 2286.176077 = -118870.478556
  nChanged 1
		SP:Iteration 22Q (90045.820000 sec): 3 clusters
  Score: Raw -121157.588679 + Penalty 2286.176077 = -118871.412602
  nChanged 2
		SP:Iteration 23Q (90045.950000 sec): 3 clusters
  Score: Raw -121159.139790 + Penalty 2286.176077 = -118872.963713
  nChanged 2
		SP:Iteration 24Q (90046.120000 sec): 3 clusters
  Score: Raw -121160.365057 + Penalty 2286.176077 = -118874.188980
  nChanged 2
		SP:Iteration 25Q (90046.300000 sec): 3 clusters
  Score: Raw -121164.512078 + Penalty 2286.176077 = -118878.336001
  nChanged 3
		SP:Iteration 26Q (90046.470000 sec): 3 clusters
  Score: Raw -121169.890382 + Penalty 2286.176077 = -118883.714305
  nChanged 2
		SP:Iteration 27Q (90046.690000 sec): 3 clusters
  Score: Raw -121171.570756 + Penalty 2286.176077 = -118885.394678
  nChanged 1
		SP:Iteration 28Q (90046.870000 sec): 3 clusters
  Score: Raw -121172.929331 + Penalty 2286.176077 = -118886.753254
  nChanged 2
		SP:Iteration 29Q (90047.050000 sec): 3 clusters
  Score: Raw -121175.447223 + Penalty 2286.176077 = -118889.271146
  nChanged 3
		SP:Iteration 30Q (90047.210000 sec): 3 clusters
  Score: Raw -121177.545968 + Penalty 2286.176077 = -118891.369891
  nChanged 3
		SP:Iteration 31Q (90047.370000 sec): 3 clusters
  Score: Raw -121180.188366 + Penalty 2286.176077 = -118894.012289
  nChanged 3
		SP:Iteration 32Q (90047.590000 sec): 3 clusters
  Score: Raw -121183.449269 + Penalty 2286.176077 = -118897.273192
  nChanged 0
		SP:Iteration 33F (90047.730000 sec): 3 clusters
  Score: Raw -121183.449269 + Penalty 2286.176077 = -118897.273192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 56 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90047.850000 sec): 2 clusters
  Score: Raw -865175.998592 + Penalty 1453.107411 = -863722.891181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90048.070000 sec): 3 clusters
  Score: Raw -861002.185222 + Penalty 2906.214823 = -858095.970399
  nChanged 3184
		SP:Iteration 1F (90048.270000 sec): 3 clusters
  Score: Raw -862672.095425 + Penalty 2906.214823 = -859765.880602
  nChanged 468
		SP:Iteration 2F (90048.480000 sec): 3 clusters
  Score: Raw -862886.461866 + Penalty 2906.214823 = -859980.247043
  nChanged 395
		SP:Iteration 3F (90048.720000 sec): 3 clusters
  Score: Raw -863094.246373 + Penalty 2906.214823 = -860188.031551
  nChanged 417
		SP:Iteration 4F (90048.950000 sec): 3 clusters
  Score: Raw -863347.727246 + Penalty 2906.214823 = -860441.512424
  nChanged 442
		SP:Iteration 5F (90049.110000 sec): 3 clusters
  Score: Raw -863622.827636 + Penalty 2906.214823 = -860716.612814
  nChanged 452
		SP:Iteration 6F (90049.350000 sec): 3 clusters
  Score: Raw -863924.694103 + Penalty 2906.214823 = -861018.479280
  nChanged 436
		SP:Iteration 7F (90049.560000 sec): 3 clusters
  Score: Raw -864247.867080 + Penalty 2906.214823 = -861341.652257
  nChanged 411
		SP:Iteration 8F (90049.790000 sec): 3 clusters
  Score: Raw -864536.713179 + Penalty 2906.214823 = -861630.498356
  nChanged 336
		SP:Iteration 9Q (90050.010000 sec): 3 clusters
  Score: Raw -864748.264757 + Penalty 2906.214823 = -861842.049934
  nChanged 276
		SP:Iteration 10Q (90050.240000 sec): 3 clusters
  Score: Raw -864880.865719 + Penalty 2906.214823 = -861974.650896
  nChanged 187
		SP:Iteration 11Q (90050.440000 sec): 3 clusters
  Score: Raw -864943.038172 + Penalty 2906.214823 = -862036.823350
  nChanged 130
		SP:Iteration 12Q (90050.650000 sec): 3 clusters
  Score: Raw -864979.599903 + Penalty 2906.214823 = -862073.385080
  nChanged 89
		SP:Iteration 13Q (90050.870000 sec): 3 clusters
  Score: Raw -865001.343856 + Penalty 2906.214823 = -862095.129034
  nChanged 66
		SP:Iteration 14Q (90051.110000 sec): 3 clusters
  Score: Raw -865013.597248 + Penalty 2906.214823 = -862107.382425
  nChanged 45
		SP:Iteration 15Q (90051.280000 sec): 3 clusters
  Score: Raw -865022.344383 + Penalty 2906.214823 = -862116.129560
  nChanged 45
		SP:Iteration 16Q (90051.510000 sec): 3 clusters
  Score: Raw -865031.924045 + Penalty 2906.214823 = -862125.709222
  nChanged 32
		SP:Iteration 17Q (90051.690000 sec): 3 clusters
  Score: Raw -865037.813151 + Penalty 2906.214823 = -862131.598329
  nChanged 31
		SP:Iteration 18Q (90051.890000 sec): 3 clusters
  Score: Raw -865044.574870 + Penalty 2906.214823 = -862138.360047
  nChanged 16
		SP:Iteration 19Q (90052.060000 sec): 3 clusters
  Score: Raw -865047.400699 + Penalty 2906.214823 = -862141.185876
  nChanged 19
		SP:Iteration 20F (90052.210000 sec): 3 clusters
  Score: Raw -865050.385135 + Penalty 2906.214823 = -862144.170313
  nChanged 14
		SP:Iteration 21Q (90052.360000 sec): 3 clusters
  Score: Raw -865052.743373 + Penalty 2906.214823 = -862146.528550
  nChanged 13
		SP:Iteration 22Q (90052.580000 sec): 3 clusters
  Score: Raw -865054.815647 + Penalty 2906.214823 = -862148.600825
  nChanged 11
		SP:Iteration 23Q (90052.800000 sec): 3 clusters
  Score: Raw -865056.803083 + Penalty 2906.214823 = -862150.588260
  nChanged 11
		SP:Iteration 24Q (90053.020000 sec): 3 clusters
  Score: Raw -865058.673524 + Penalty 2906.214823 = -862152.458701
  nChanged 15
		SP:Iteration 25Q (90053.190000 sec): 3 clusters
  Score: Raw -865060.850427 + Penalty 2906.214823 = -862154.635605
  nChanged 12
		SP:Iteration 26Q (90053.410000 sec): 3 clusters
  Score: Raw -865062.418366 + Penalty 2906.214823 = -862156.203543
  nChanged 8
		SP:Iteration 27Q (90053.630000 sec): 3 clusters
  Score: Raw -865063.685826 + Penalty 2906.214823 = -862157.471003
  nChanged 6
		SP:Iteration 28Q (90053.800000 sec): 3 clusters
  Score: Raw -865064.730508 + Penalty 2906.214823 = -862158.515686
  nChanged 6
		SP:Iteration 29Q (90054.020000 sec): 3 clusters
  Score: Raw -865065.646912 + Penalty 2906.214823 = -862159.432089
  nChanged 8
		SP:Iteration 30Q (90054.210000 sec): 3 clusters
  Score: Raw -865067.482161 + Penalty 2906.214823 = -862161.267338
  nChanged 12
		SP:Iteration 31Q (90054.400000 sec): 3 clusters
  Score: Raw -865069.806961 + Penalty 2906.214823 = -862163.592138
  nChanged 11
		SP:Iteration 32Q (90054.610000 sec): 3 clusters
  Score: Raw -865072.189523 + Penalty 2906.214823 = -862165.974700
  nChanged 9
		SP:Iteration 33Q (90054.830000 sec): 3 clusters
  Score: Raw -865073.800814 + Penalty 2906.214823 = -862167.585991
  nChanged 11
		SP:Iteration 34Q (90055.060000 sec): 3 clusters
  Score: Raw -865075.110591 + Penalty 2906.214823 = -862168.895768
  nChanged 8
		SP:Iteration 35Q (90055.240000 sec): 3 clusters
  Score: Raw -865075.990940 + Penalty 2906.214823 = -862169.776117
  nChanged 3
		SP:Iteration 36Q (90055.490000 sec): 3 clusters
  Score: Raw -865076.256191 + Penalty 2906.214823 = -862170.041368
  nChanged 3
		SP:Iteration 37Q (90055.680000 sec): 3 clusters
  Score: Raw -865076.504249 + Penalty 2906.214823 = -862170.289426
  nChanged 1
		SP:Iteration 38Q (90055.920000 sec): 3 clusters
  Score: Raw -865076.621927 + Penalty 2906.214823 = -862170.407105
  nChanged 2
		SP:Iteration 39Q (90056.120000 sec): 3 clusters
  Score: Raw -865076.899811 + Penalty 2906.214823 = -862170.684989
  nChanged 6
		SP:Iteration 40F (90056.330000 sec): 3 clusters
  Score: Raw -865077.607979 + Penalty 2906.214823 = -862171.393156
  nChanged 5
		SP:Iteration 41Q (90056.510000 sec): 3 clusters
  Score: Raw -865078.171814 + Penalty 2906.214823 = -862171.956991
  nChanged 2
		SP:Iteration 42Q (90056.690000 sec): 3 clusters
  Score: Raw -865078.365687 + Penalty 2906.214823 = -862172.150864
  nChanged 3
		SP:Iteration 43Q (90056.830000 sec): 3 clusters
  Score: Raw -865078.666526 + Penalty 2906.214823 = -862172.451704
  nChanged 1
		SP:Iteration 44Q (90057.010000 sec): 3 clusters
  Score: Raw -865078.736267 + Penalty 2906.214823 = -862172.521444
  nChanged 0
		SP:Iteration 45F (90057.210000 sec): 3 clusters
  Score: Raw -865078.736267 + Penalty 2906.214823 = -862172.521444
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 57 (47720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90057.590000 sec): 2 clusters
  Score: Raw -5316533.652305 + Penalty 1750.629705 = -5314783.022600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90058.070000 sec): 3 clusters
  Score: Raw -5286218.869128 + Penalty 3501.259410 = -5282717.609718
  nChanged 22460
		SP:Iteration 1F (90058.510000 sec): 3 clusters
  Score: Raw -5299057.464569 + Penalty 3501.259410 = -5295556.205160
  nChanged 1861
		SP:Iteration 2Q (90059.010000 sec): 3 clusters
  Score: Raw -5299582.076440 + Penalty 3501.259410 = -5296080.817030
  nChanged 1852
		SP:Iteration 3Q (90059.500000 sec): 3 clusters
  Score: Raw -5300191.520360 + Penalty 3501.259410 = -5296690.260950
  nChanged 2093
		SP:Iteration 4Q (90059.960000 sec): 3 clusters
  Score: Raw -5301062.035581 + Penalty 3501.259410 = -5297560.776171
  nChanged 2479
		SP:Iteration 5F (90060.430000 sec): 3 clusters
  Score: Raw -5302426.088095 + Penalty 3501.259410 = -5298924.828685
  nChanged 3108
		SP:Iteration 6F (90060.860000 sec): 3 clusters
  Score: Raw -5304498.625266 + Penalty 3501.259410 = -5300997.365856
  nChanged 3512
		SP:Iteration 7F (90061.320000 sec): 3 clusters
  Score: Raw -5307289.509673 + Penalty 3501.259410 = -5303788.250263
  nChanged 3559
		SP:Iteration 8F (90061.770000 sec): 3 clusters
  Score: Raw -5310480.917092 + Penalty 3501.259410 = -5306979.657683
  nChanged 2984
		SP:Iteration 9F (90062.230000 sec): 3 clusters
  Score: Raw -5313248.159566 + Penalty 3501.259410 = -5309746.900156
  nChanged 1998
		SP:Iteration 10Q (90062.720000 sec): 3 clusters
  Score: Raw -5315130.362792 + Penalty 3501.259410 = -5311629.103382
  nChanged 985
		SP:Iteration 11Q (90063.140000 sec): 3 clusters
  Score: Raw -5316032.061863 + Penalty 3501.259410 = -5312530.802454
  nChanged 420
		SP:Iteration 12Q (90063.590000 sec): 3 clusters
  Score: Raw -5316428.302891 + Penalty 3501.259410 = -5312927.043481
  nChanged 195
		SP:Iteration 13Q (90064.020000 sec): 3 clusters
  Score: Raw -5316615.543124 + Penalty 3501.259410 = -5313114.283715
  nChanged 88
		SP:Iteration 14Q (90064.420000 sec): 3 clusters
  Score: Raw -5316698.475385 + Penalty 3501.259410 = -5313197.215975
  nChanged 57
		SP:Iteration 15Q (90064.880000 sec): 3 clusters
  Score: Raw -5316747.359374 + Penalty 3501.259410 = -5313246.099964
  nChanged 30
		SP:Iteration 16Q (90065.220000 sec): 3 clusters
  Score: Raw -5316774.480484 + Penalty 3501.259410 = -5313273.221074
  nChanged 20
		SP:Iteration 17Q (90065.660000 sec): 3 clusters
  Score: Raw -5316787.852316 + Penalty 3501.259410 = -5313286.592906
  nChanged 14
		SP:Iteration 18Q (90066.060000 sec): 3 clusters
  Score: Raw -5316798.147173 + Penalty 3501.259410 = -5313296.887764
  nChanged 7
		SP:Iteration 19Q (90066.480000 sec): 3 clusters
  Score: Raw -5316802.949891 + Penalty 3501.259410 = -5313301.690481
  nChanged 7
		SP:Iteration 20F (90066.940000 sec): 3 clusters
  Score: Raw -5316806.058738 + Penalty 3501.259410 = -5313304.799329
  nChanged 10
		SP:Iteration 21Q (90067.320000 sec): 3 clusters
  Score: Raw -5316811.300807 + Penalty 3501.259410 = -5313310.041398
  nChanged 2
		SP:Iteration 22Q (90067.740000 sec): 3 clusters
  Score: Raw -5316812.107828 + Penalty 3501.259410 = -5313310.848418
  nChanged 3
		SP:Iteration 23Q (90068.160000 sec): 3 clusters
  Score: Raw -5316813.938345 + Penalty 3501.259410 = -5313312.678935
  nChanged 2
		SP:Iteration 24Q (90068.590000 sec): 3 clusters
  Score: Raw -5316815.038699 + Penalty 3501.259410 = -5313313.779289
  nChanged 2
		SP:Iteration 25Q (90069.010000 sec): 3 clusters
  Score: Raw -5316816.739182 + Penalty 3501.259410 = -5313315.479772
  nChanged 3
		SP:Iteration 26Q (90069.440000 sec): 3 clusters
  Score: Raw -5316817.986346 + Penalty 3501.259410 = -5313316.726936
  nChanged 1
		SP:Iteration 27Q (90069.860000 sec): 3 clusters
  Score: Raw -5316818.906772 + Penalty 3501.259410 = -5313317.647362
  nChanged 2
		SP:Iteration 28Q (90070.300000 sec): 3 clusters
  Score: Raw -5316819.697303 + Penalty 3501.259410 = -5313318.437894
  nChanged 2
		SP:Iteration 29Q (90070.700000 sec): 3 clusters
  Score: Raw -5316821.327401 + Penalty 3501.259410 = -5313320.067991
  nChanged 1
		SP:Iteration 30Q (90071.140000 sec): 3 clusters
  Score: Raw -5316821.846286 + Penalty 3501.259410 = -5313320.586877
  nChanged 3
		SP:Iteration 31Q (90071.580000 sec): 3 clusters
  Score: Raw -5316825.564117 + Penalty 3501.259410 = -5313324.304708
  nChanged 2
		SP:Iteration 32Q (90072.060000 sec): 3 clusters
  Score: Raw -5316826.471912 + Penalty 3501.259410 = -5313325.212502
  nChanged 1
		SP:Iteration 33Q (90072.500000 sec): 3 clusters
  Score: Raw -5316827.218102 + Penalty 3501.259410 = -5313325.958692
  nChanged 3
		SP:Iteration 34Q (90072.930000 sec): 3 clusters
  Score: Raw -5316828.501914 + Penalty 3501.259410 = -5313327.242504
  nChanged 3
		SP:Iteration 35Q (90073.390000 sec): 3 clusters
  Score: Raw -5316831.003053 + Penalty 3501.259410 = -5313329.743644
  nChanged 4
		SP:Iteration 36Q (90073.820000 sec): 3 clusters
  Score: Raw -5316835.158046 + Penalty 3501.259410 = -5313333.898636
  nChanged 4
		SP:Iteration 37Q (90074.290000 sec): 3 clusters
  Score: Raw -5316837.877337 + Penalty 3501.259410 = -5313336.617927
  nChanged 3
		SP:Iteration 38Q (90074.740000 sec): 3 clusters
  Score: Raw -5316840.395792 + Penalty 3501.259410 = -5313339.136382
  nChanged 3
		SP:Iteration 39Q (90075.150000 sec): 3 clusters
  Score: Raw -5316841.490909 + Penalty 3501.259410 = -5313340.231499
  nChanged 2
		SP:Iteration 40F (90075.580000 sec): 3 clusters
  Score: Raw -5316842.536554 + Penalty 3501.259410 = -5313341.277144
  nChanged 1
		SP:Iteration 41Q (90075.990000 sec): 3 clusters
  Score: Raw -5316843.500609 + Penalty 3501.259410 = -5313342.241199
  nChanged 1
		SP:Iteration 42Q (90076.420000 sec): 3 clusters
  Score: Raw -5316843.920878 + Penalty 3501.259410 = -5313342.661468
  nChanged 1
		SP:Iteration 43Q (90076.890000 sec): 3 clusters
  Score: Raw -5316844.832778 + Penalty 3501.259410 = -5313343.573368
  nChanged 2
		SP:Iteration 44Q (90077.220000 sec): 3 clusters
  Score: Raw -5316846.087998 + Penalty 3501.259410 = -5313344.828588
  nChanged 1
		SP:Iteration 45Q (90077.620000 sec): 3 clusters
  Score: Raw -5316846.317454 + Penalty 3501.259410 = -5313345.058044
  nChanged 0
		SP:Iteration 46F (90078.040000 sec): 3 clusters
  Score: Raw -5316846.317454 + Penalty 3501.259410 = -5313345.058044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 58 (12405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90078.170000 sec): 2 clusters
  Score: Raw -1359757.264621 + Penalty 1531.701421 = -1358225.563200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90078.450000 sec): 3 clusters
  Score: Raw -1352641.531256 + Penalty 3063.402841 = -1349578.128414
  nChanged 5378
		SP:Iteration 1F (90078.640000 sec): 3 clusters
  Score: Raw -1355500.285298 + Penalty 3063.402841 = -1352436.882457
  nChanged 713
		SP:Iteration 2F (90078.930000 sec): 3 clusters
  Score: Raw -1355815.562666 + Penalty 3063.402841 = -1352752.159824
  nChanged 672
		SP:Iteration 3F (90079.130000 sec): 3 clusters
  Score: Raw -1356166.420723 + Penalty 3063.402841 = -1353103.017882
  nChanged 709
		SP:Iteration 4F (90079.350000 sec): 3 clusters
  Score: Raw -1356537.923686 + Penalty 3063.402841 = -1353474.520845
  nChanged 685
		SP:Iteration 5F (90079.580000 sec): 3 clusters
  Score: Raw -1356900.167681 + Penalty 3063.402841 = -1353836.764840
  nChanged 689
		SP:Iteration 6F (90079.800000 sec): 3 clusters
  Score: Raw -1357277.560271 + Penalty 3063.402841 = -1354214.157429
  nChanged 697
		SP:Iteration 7F (90080.060000 sec): 3 clusters
  Score: Raw -1357681.095301 + Penalty 3063.402841 = -1354617.692460
  nChanged 642
		SP:Iteration 8F (90080.320000 sec): 3 clusters
  Score: Raw -1358061.311546 + Penalty 3063.402841 = -1354997.908705
  nChanged 610
		SP:Iteration 9Q (90080.560000 sec): 3 clusters
  Score: Raw -1358410.918255 + Penalty 3063.402841 = -1355347.515414
  nChanged 541
		SP:Iteration 10Q (90080.810000 sec): 3 clusters
  Score: Raw -1358733.364482 + Penalty 3063.402841 = -1355669.961641
  nChanged 451
		SP:Iteration 11Q (90081.070000 sec): 3 clusters
  Score: Raw -1359049.006297 + Penalty 3063.402841 = -1355985.603456
  nChanged 397
		SP:Iteration 12Q (90081.310000 sec): 3 clusters
  Score: Raw -1359376.253440 + Penalty 3063.402841 = -1356312.850599
  nChanged 349
		SP:Iteration 13Q (90081.570000 sec): 3 clusters
  Score: Raw -1359633.943529 + Penalty 3063.402841 = -1356570.540687
  nChanged 273
		SP:Iteration 14Q (90081.820000 sec): 3 clusters
  Score: Raw -1359790.147296 + Penalty 3063.402841 = -1356726.744454
  nChanged 209
		SP:Iteration 15Q (90082.010000 sec): 3 clusters
  Score: Raw -1359890.297813 + Penalty 3063.402841 = -1356826.894972
  nChanged 188
		SP:Iteration 16Q (90082.280000 sec): 3 clusters
  Score: Raw -1359966.941047 + Penalty 3063.402841 = -1356903.538205
  nChanged 153
		SP:Iteration 17Q (90082.480000 sec): 3 clusters
  Score: Raw -1360018.773409 + Penalty 3063.402841 = -1356955.370567
  nChanged 99
		SP:Iteration 18Q (90082.700000 sec): 3 clusters
  Score: Raw -1360049.976500 + Penalty 3063.402841 = -1356986.573659
  nChanged 86
		SP:Iteration 19Q (90082.960000 sec): 3 clusters
  Score: Raw -1360074.747992 + Penalty 3063.402841 = -1357011.345151
  nChanged 88
		SP:Iteration 20F (90083.170000 sec): 3 clusters
  Score: Raw -1360101.681432 + Penalty 3063.402841 = -1357038.278591
  nChanged 69
		SP:Iteration 21Q (90083.410000 sec): 3 clusters
  Score: Raw -1360122.408929 + Penalty 3063.402841 = -1357059.006088
  nChanged 63
		SP:Iteration 22Q (90083.650000 sec): 3 clusters
  Score: Raw -1360138.882863 + Penalty 3063.402841 = -1357075.480022
  nChanged 43
		SP:Iteration 23Q (90083.840000 sec): 3 clusters
  Score: Raw -1360148.235546 + Penalty 3063.402841 = -1357084.832705
  nChanged 31
		SP:Iteration 24Q (90084.100000 sec): 3 clusters
  Score: Raw -1360155.061429 + Penalty 3063.402841 = -1357091.658588
  nChanged 26
		SP:Iteration 25Q (90084.300000 sec): 3 clusters
  Score: Raw -1360161.189757 + Penalty 3063.402841 = -1357097.786916
  nChanged 21
		SP:Iteration 26Q (90084.550000 sec): 3 clusters
  Score: Raw -1360166.387543 + Penalty 3063.402841 = -1357102.984701
  nChanged 17
		SP:Iteration 27Q (90084.760000 sec): 3 clusters
  Score: Raw -1360171.630628 + Penalty 3063.402841 = -1357108.227787
  nChanged 27
		SP:Iteration 28Q (90085.030000 sec): 3 clusters
  Score: Raw -1360178.973507 + Penalty 3063.402841 = -1357115.570665
  nChanged 23
		SP:Iteration 29Q (90085.240000 sec): 3 clusters
  Score: Raw -1360184.511608 + Penalty 3063.402841 = -1357121.108766
  nChanged 22
		SP:Iteration 30Q (90085.470000 sec): 3 clusters
  Score: Raw -1360189.967380 + Penalty 3063.402841 = -1357126.564539
  nChanged 20
		SP:Iteration 31Q (90085.670000 sec): 3 clusters
  Score: Raw -1360194.143332 + Penalty 3063.402841 = -1357130.740491
  nChanged 18
		SP:Iteration 32Q (90085.880000 sec): 3 clusters
  Score: Raw -1360198.153448 + Penalty 3063.402841 = -1357134.750607
  nChanged 17
		SP:Iteration 33Q (90086.120000 sec): 3 clusters
  Score: Raw -1360201.151332 + Penalty 3063.402841 = -1357137.748491
  nChanged 13
		SP:Iteration 34Q (90086.370000 sec): 3 clusters
  Score: Raw -1360203.567542 + Penalty 3063.402841 = -1357140.164701
  nChanged 14
		SP:Iteration 35Q (90086.570000 sec): 3 clusters
  Score: Raw -1360206.473816 + Penalty 3063.402841 = -1357143.070975
  nChanged 11
		SP:Iteration 36Q (90086.800000 sec): 3 clusters
  Score: Raw -1360208.488966 + Penalty 3063.402841 = -1357145.086125
  nChanged 7
		SP:Iteration 37Q (90087.020000 sec): 3 clusters
  Score: Raw -1360209.755815 + Penalty 3063.402841 = -1357146.352974
  nChanged 3
		SP:Iteration 38Q (90087.280000 sec): 3 clusters
  Score: Raw -1360210.370994 + Penalty 3063.402841 = -1357146.968153
  nChanged 6
		SP:Iteration 39Q (90087.510000 sec): 3 clusters
  Score: Raw -1360211.295575 + Penalty 3063.402841 = -1357147.892734
  nChanged 5
		SP:Iteration 40F (90087.720000 sec): 3 clusters
  Score: Raw -1360212.185041 + Penalty 3063.402841 = -1357148.782200
  nChanged 2
		SP:Iteration 41Q (90087.960000 sec): 3 clusters
  Score: Raw -1360212.369416 + Penalty 3063.402841 = -1357148.966575
  nChanged 1
		SP:Iteration 42Q (90088.190000 sec): 3 clusters
  Score: Raw -1360212.683873 + Penalty 3063.402841 = -1357149.281031
  nChanged 0
		SP:Iteration 43F (90088.380000 sec): 3 clusters
  Score: Raw -1360212.683873 + Penalty 3063.402841 = -1357149.281031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 59 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90088.490000 sec): 2 clusters
  Score: Raw -557762.294674 + Penalty 1391.134425 = -556371.160250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90088.710000 sec): 3 clusters
  Score: Raw -555060.142592 + Penalty 2782.268849 = -552277.873743
  nChanged 2108
		SP:Iteration 1F (90088.870000 sec): 3 clusters
  Score: Raw -556220.002130 + Penalty 2782.268849 = -553437.733281
  nChanged 376
		SP:Iteration 2F (90089.060000 sec): 3 clusters
  Score: Raw -556438.045883 + Penalty 2782.268849 = -553655.777034
  nChanged 337
		SP:Iteration 3F (90089.280000 sec): 3 clusters
  Score: Raw -556628.351380 + Penalty 2782.268849 = -553846.082531
  nChanged 280
		SP:Iteration 4F (90089.420000 sec): 3 clusters
  Score: Raw -556809.988931 + Penalty 2782.268849 = -554027.720082
  nChanged 269
		SP:Iteration 5F (90089.570000 sec): 3 clusters
  Score: Raw -556996.902188 + Penalty 2782.268849 = -554214.633339
  nChanged 276
		SP:Iteration 6F (90089.730000 sec): 3 clusters
  Score: Raw -557203.569110 + Penalty 2782.268849 = -554421.300261
  nChanged 265
		SP:Iteration 7F (90089.910000 sec): 3 clusters
  Score: Raw -557399.872376 + Penalty 2782.268849 = -554617.603527
  nChanged 241
		SP:Iteration 8Q (90090.110000 sec): 3 clusters
  Score: Raw -557568.086021 + Penalty 2782.268849 = -554785.817172
  nChanged 185
		SP:Iteration 9Q (90090.310000 sec): 3 clusters
  Score: Raw -557691.930983 + Penalty 2782.268849 = -554909.662134
  nChanged 150
		SP:Iteration 10Q (90090.560000 sec): 3 clusters
  Score: Raw -557779.533007 + Penalty 2782.268849 = -554997.264157
  nChanged 118
		SP:Iteration 11Q (90090.720000 sec): 3 clusters
  Score: Raw -557840.138477 + Penalty 2782.268849 = -555057.869628
  nChanged 92
		SP:Iteration 12Q (90090.930000 sec): 3 clusters
  Score: Raw -557881.060373 + Penalty 2782.268849 = -555098.791524
  nChanged 77
		SP:Iteration 13Q (90091.140000 sec): 3 clusters
  Score: Raw -557916.067174 + Penalty 2782.268849 = -555133.798325
  nChanged 60
		SP:Iteration 14Q (90091.330000 sec): 3 clusters
  Score: Raw -557937.970244 + Penalty 2782.268849 = -555155.701394
  nChanged 46
		SP:Iteration 15Q (90091.540000 sec): 3 clusters
  Score: Raw -557953.693857 + Penalty 2782.268849 = -555171.425007
  nChanged 32
		SP:Iteration 16Q (90091.720000 sec): 3 clusters
  Score: Raw -557964.763947 + Penalty 2782.268849 = -555182.495098
  nChanged 20
		SP:Iteration 17Q (90091.910000 sec): 3 clusters
  Score: Raw -557971.433899 + Penalty 2782.268849 = -555189.165050
  nChanged 18
		SP:Iteration 18Q (90092.090000 sec): 3 clusters
  Score: Raw -557976.869635 + Penalty 2782.268849 = -555194.600786
  nChanged 12
		SP:Iteration 19Q (90092.300000 sec): 3 clusters
  Score: Raw -557979.855713 + Penalty 2782.268849 = -555197.586864
  nChanged 17
		SP:Iteration 20F (90092.510000 sec): 3 clusters
  Score: Raw -557984.499480 + Penalty 2782.268849 = -555202.230631
  nChanged 8
		SP:Iteration 21Q (90092.660000 sec): 3 clusters
  Score: Raw -557986.535251 + Penalty 2782.268849 = -555204.266402
  nChanged 6
		SP:Iteration 22Q (90092.850000 sec): 3 clusters
  Score: Raw -557988.524456 + Penalty 2782.268849 = -555206.255607
  nChanged 6
		SP:Iteration 23Q (90093.040000 sec): 3 clusters
  Score: Raw -557989.522669 + Penalty 2782.268849 = -555207.253819
  nChanged 2
		SP:Iteration 24Q (90093.240000 sec): 3 clusters
  Score: Raw -557989.653322 + Penalty 2782.268849 = -555207.384473
  nChanged 0
		SP:Iteration 25F (90093.440000 sec): 3 clusters
  Score: Raw -557989.653322 + Penalty 2782.268849 = -555207.384473
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 60 (3021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90093.600000 sec): 2 clusters
  Score: Raw -317565.703032 + Penalty 1302.168267 = -316263.534765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90093.780000 sec): 3 clusters
  Score: Raw -316153.880861 + Penalty 2604.336534 = -313549.544327
  nChanged 1132
		SP:Iteration 1F (90093.960000 sec): 3 clusters
  Score: Raw -316839.267351 + Penalty 2604.336534 = -314234.930817
  nChanged 280
		SP:Iteration 2F (90094.130000 sec): 3 clusters
  Score: Raw -317059.833671 + Penalty 2604.336534 = -314455.497138
  nChanged 201
		SP:Iteration 3F (90094.320000 sec): 3 clusters
  Score: Raw -317225.112797 + Penalty 2604.336534 = -314620.776263
  nChanged 167
		SP:Iteration 4F (90094.490000 sec): 3 clusters
  Score: Raw -317365.803371 + Penalty 2604.336534 = -314761.466837
  nChanged 144
		SP:Iteration 5Q (90094.650000 sec): 3 clusters
  Score: Raw -317471.304949 + Penalty 2604.336534 = -314866.968416
  nChanged 123
		SP:Iteration 6Q (90094.820000 sec): 3 clusters
  Score: Raw -317549.188367 + Penalty 2604.336534 = -314944.851833
  nChanged 107
		SP:Iteration 7Q (90094.990000 sec): 3 clusters
  Score: Raw -317632.943675 + Penalty 2604.336534 = -315028.607141
  nChanged 101
		SP:Iteration 8Q (90095.150000 sec): 3 clusters
  Score: Raw -317696.282149 + Penalty 2604.336534 = -315091.945615
  nChanged 76
		SP:Iteration 9Q (90095.320000 sec): 3 clusters
  Score: Raw -317732.488422 + Penalty 2604.336534 = -315128.151888
  nChanged 49
		SP:Iteration 10Q (90095.520000 sec): 3 clusters
  Score: Raw -317757.141454 + Penalty 2604.336534 = -315152.804920
  nChanged 42
		SP:Iteration 11Q (90095.690000 sec): 3 clusters
  Score: Raw -317776.800639 + Penalty 2604.336534 = -315172.464105
  nChanged 28
		SP:Iteration 12Q (90095.910000 sec): 3 clusters
  Score: Raw -317791.112324 + Penalty 2604.336534 = -315186.775790
  nChanged 29
		SP:Iteration 13Q (90096.050000 sec): 3 clusters
  Score: Raw -317806.569921 + Penalty 2604.336534 = -315202.233387
  nChanged 23
		SP:Iteration 14Q (90096.240000 sec): 3 clusters
  Score: Raw -317819.444774 + Penalty 2604.336534 = -315215.108240
  nChanged 23
		SP:Iteration 15Q (90096.430000 sec): 3 clusters
  Score: Raw -317832.173394 + Penalty 2604.336534 = -315227.836860
  nChanged 23
		SP:Iteration 16Q (90096.630000 sec): 3 clusters
  Score: Raw -317847.542583 + Penalty 2604.336534 = -315243.206049
  nChanged 28
		SP:Iteration 17Q (90096.810000 sec): 3 clusters
  Score: Raw -317858.643560 + Penalty 2604.336534 = -315254.307026
  nChanged 17
		SP:Iteration 18Q (90096.960000 sec): 3 clusters
  Score: Raw -317865.609271 + Penalty 2604.336534 = -315261.272737
  nChanged 13
		SP:Iteration 19Q (90097.130000 sec): 3 clusters
  Score: Raw -317871.453869 + Penalty 2604.336534 = -315267.117335
  nChanged 12
		SP:Iteration 20F (90097.310000 sec): 3 clusters
  Score: Raw -317877.614315 + Penalty 2604.336534 = -315273.277781
  nChanged 11
		SP:Iteration 21Q (90097.530000 sec): 3 clusters
  Score: Raw -317882.709181 + Penalty 2604.336534 = -315278.372647
  nChanged 14
		SP:Iteration 22Q (90097.700000 sec): 3 clusters
  Score: Raw -317886.946310 + Penalty 2604.336534 = -315282.609776
  nChanged 7
		SP:Iteration 23Q (90097.840000 sec): 3 clusters
  Score: Raw -317890.323836 + Penalty 2604.336534 = -315285.987302
  nChanged 8
		SP:Iteration 24Q (90098.050000 sec): 3 clusters
  Score: Raw -317893.133601 + Penalty 2604.336534 = -315288.797067
  nChanged 10
		SP:Iteration 25Q (90098.260000 sec): 3 clusters
  Score: Raw -317898.217248 + Penalty 2604.336534 = -315293.880714
  nChanged 8
		SP:Iteration 26Q (90098.440000 sec): 3 clusters
  Score: Raw -317904.380738 + Penalty 2604.336534 = -315300.044204
  nChanged 10
		SP:Iteration 27Q (90098.570000 sec): 3 clusters
  Score: Raw -317909.140347 + Penalty 2604.336534 = -315304.803813
  nChanged 12
		SP:Iteration 28Q (90098.760000 sec): 3 clusters
  Score: Raw -317914.375281 + Penalty 2604.336534 = -315310.038747
  nChanged 17
		SP:Iteration 29Q (90098.920000 sec): 3 clusters
  Score: Raw -317923.215170 + Penalty 2604.336534 = -315318.878636
  nChanged 13
		SP:Iteration 30Q (90099.100000 sec): 3 clusters
  Score: Raw -317929.376121 + Penalty 2604.336534 = -315325.039587
  nChanged 13
		SP:Iteration 31Q (90099.310000 sec): 3 clusters
  Score: Raw -317935.990971 + Penalty 2604.336534 = -315331.654437
  nChanged 11
		SP:Iteration 32Q (90099.480000 sec): 3 clusters
  Score: Raw -317942.051499 + Penalty 2604.336534 = -315337.714965
  nChanged 14
		SP:Iteration 33Q (90099.660000 sec): 3 clusters
  Score: Raw -317949.114098 + Penalty 2604.336534 = -315344.777564
  nChanged 12
		SP:Iteration 34Q (90099.890000 sec): 3 clusters
  Score: Raw -317955.525273 + Penalty 2604.336534 = -315351.188739
  nChanged 10
		SP:Iteration 35Q (90100.040000 sec): 3 clusters
  Score: Raw -317959.922468 + Penalty 2604.336534 = -315355.585934
  nChanged 10
		SP:Iteration 36Q (90100.200000 sec): 3 clusters
  Score: Raw -317964.632140 + Penalty 2604.336534 = -315360.295606
  nChanged 13
		SP:Iteration 37Q (90100.380000 sec): 3 clusters
  Score: Raw -317969.101331 + Penalty 2604.336534 = -315364.764797
  nChanged 9
		SP:Iteration 38Q (90100.550000 sec): 3 clusters
  Score: Raw -317972.829605 + Penalty 2604.336534 = -315368.493071
  nChanged 9
		SP:Iteration 39Q (90100.730000 sec): 3 clusters
  Score: Raw -317975.744936 + Penalty 2604.336534 = -315371.408402
  nChanged 9
		SP:Iteration 40F (90100.930000 sec): 3 clusters
  Score: Raw -317979.326215 + Penalty 2604.336534 = -315374.989681
  nChanged 10
		SP:Iteration 41Q (90101.060000 sec): 3 clusters
  Score: Raw -317982.059254 + Penalty 2604.336534 = -315377.722720
  nChanged 7
		SP:Iteration 42Q (90101.230000 sec): 3 clusters
  Score: Raw -317983.749660 + Penalty 2604.336534 = -315379.413126
  nChanged 9
		SP:Iteration 43Q (90101.410000 sec): 3 clusters
  Score: Raw -317987.657504 + Penalty 2604.336534 = -315383.320970
  nChanged 4
		SP:Iteration 44Q (90101.630000 sec): 3 clusters
  Score: Raw -317988.717261 + Penalty 2604.336534 = -315384.380728
  nChanged 4
		SP:Iteration 45Q (90101.790000 sec): 3 clusters
  Score: Raw -317990.570727 + Penalty 2604.336534 = -315386.234193
  nChanged 4
		SP:Iteration 46Q (90102.010000 sec): 3 clusters
  Score: Raw -317991.156116 + Penalty 2604.336534 = -315386.819582
  nChanged 3
		SP:Iteration 47Q (90102.190000 sec): 3 clusters
  Score: Raw -317991.597112 + Penalty 2604.336534 = -315387.260578
  nChanged 1
		SP:Iteration 48Q (90102.370000 sec): 3 clusters
  Score: Raw -317991.726655 + Penalty 2604.336534 = -315387.390121
  nChanged 1
		SP:Iteration 49Q (90102.550000 sec): 3 clusters
  Score: Raw -317992.412481 + Penalty 2604.336534 = -315388.075947
  nChanged 3
		SP:Iteration 50Q (90102.730000 sec): 3 clusters
  Score: Raw -317993.391397 + Penalty 2604.336534 = -315389.054863
  nChanged 3
		SP:Iteration 51Q (90102.910000 sec): 3 clusters
  Score: Raw -317994.446110 + Penalty 2604.336534 = -315390.109576
  nChanged 3
		SP:Iteration 52Q (90103.100000 sec): 3 clusters
  Score: Raw -317995.185551 + Penalty 2604.336534 = -315390.849017
  nChanged 3
		SP:Iteration 53Q (90103.240000 sec): 3 clusters
  Score: Raw -317996.557290 + Penalty 2604.336534 = -315392.220756
  nChanged 8
		SP:Iteration 54Q (90103.460000 sec): 3 clusters
  Score: Raw -318000.127325 + Penalty 2604.336534 = -315395.790791
  nChanged 8
		SP:Iteration 55Q (90103.650000 sec): 3 clusters
  Score: Raw -318003.088070 + Penalty 2604.336534 = -315398.751536
  nChanged 6
		SP:Iteration 56Q (90103.790000 sec): 3 clusters
  Score: Raw -318004.477197 + Penalty 2604.336534 = -315400.140663
  nChanged 3
		SP:Iteration 57Q (90103.960000 sec): 3 clusters
  Score: Raw -318005.583079 + Penalty 2604.336534 = -315401.246545
  nChanged 3
		SP:Iteration 58Q (90104.180000 sec): 3 clusters
  Score: Raw -318007.247893 + Penalty 2604.336534 = -315402.911359
  nChanged 3
		SP:Iteration 59Q (90104.360000 sec): 3 clusters
  Score: Raw -318007.972803 + Penalty 2604.336534 = -315403.636269
  nChanged 4
		SP:Iteration 60F (90104.550000 sec): 3 clusters
  Score: Raw -318008.942055 + Penalty 2604.336534 = -315404.605521
  nChanged 7
		SP:Iteration 61Q (90104.700000 sec): 3 clusters
  Score: Raw -318011.316709 + Penalty 2604.336534 = -315406.980175
  nChanged 3
		SP:Iteration 62Q (90104.880000 sec): 3 clusters
  Score: Raw -318012.008943 + Penalty 2604.336534 = -315407.672409
  nChanged 4
		SP:Iteration 63Q (90105.060000 sec): 3 clusters
  Score: Raw -318015.309333 + Penalty 2604.336534 = -315410.972799
  nChanged 5
		SP:Iteration 64Q (90105.290000 sec): 3 clusters
  Score: Raw -318017.734738 + Penalty 2604.336534 = -315413.398204
  nChanged 11
		SP:Iteration 65Q (90105.460000 sec): 3 clusters
  Score: Raw -318023.100264 + Penalty 2604.336534 = -315418.763730
  nChanged 6
		SP:Iteration 66Q (90105.620000 sec): 3 clusters
  Score: Raw -318025.442723 + Penalty 2604.336534 = -315421.106189
  nChanged 9
		SP:Iteration 67Q (90105.800000 sec): 3 clusters
  Score: Raw -318029.496700 + Penalty 2604.336534 = -315425.160166
  nChanged 6
		SP:Iteration 68Q (90105.950000 sec): 3 clusters
  Score: Raw -318031.965812 + Penalty 2604.336534 = -315427.629278
  nChanged 6
		SP:Iteration 69Q (90106.160000 sec): 3 clusters
  Score: Raw -318037.869968 + Penalty 2604.336534 = -315433.533434
  nChanged 8
		SP:Iteration 70Q (90106.350000 sec): 3 clusters
  Score: Raw -318041.339000 + Penalty 2604.336534 = -315437.002466
  nChanged 6
		SP:Iteration 71Q (90106.530000 sec): 3 clusters
  Score: Raw -318044.677323 + Penalty 2604.336534 = -315440.340789
  nChanged 7
		SP:Iteration 72Q (90106.700000 sec): 3 clusters
  Score: Raw -318050.403695 + Penalty 2604.336534 = -315446.067161
  nChanged 12
		SP:Iteration 73Q (90106.850000 sec): 3 clusters
  Score: Raw -318057.974305 + Penalty 2604.336534 = -315453.637771
  nChanged 7
		SP:Iteration 74Q (90107.000000 sec): 3 clusters
  Score: Raw -318061.106969 + Penalty 2604.336534 = -315456.770435
  nChanged 5
		SP:Iteration 75Q (90107.180000 sec): 3 clusters
  Score: Raw -318062.836428 + Penalty 2604.336534 = -315458.499894
  nChanged 2
		SP:Iteration 76Q (90107.370000 sec): 3 clusters
  Score: Raw -318064.515884 + Penalty 2604.336534 = -315460.179350
  nChanged 4
		SP:Iteration 77Q (90107.550000 sec): 3 clusters
  Score: Raw -318066.634164 + Penalty 2604.336534 = -315462.297630
  nChanged 3
		SP:Iteration 78Q (90107.740000 sec): 3 clusters
  Score: Raw -318070.983741 + Penalty 2604.336534 = -315466.647207
  nChanged 4
		SP:Iteration 79Q (90107.940000 sec): 3 clusters
  Score: Raw -318072.809235 + Penalty 2604.336534 = -315468.472701
  nChanged 7
		SP:Iteration 80F (90108.130000 sec): 3 clusters
  Score: Raw -318078.475315 + Penalty 2604.336534 = -315474.138781
  nChanged 8
		SP:Iteration 81Q (90108.310000 sec): 3 clusters
  Score: Raw -318083.121553 + Penalty 2604.336534 = -315478.785019
  nChanged 9
		SP:Iteration 82Q (90108.530000 sec): 3 clusters
  Score: Raw -318089.586755 + Penalty 2604.336534 = -315485.250221
  nChanged 8
		SP:Iteration 83Q (90108.740000 sec): 3 clusters
  Score: Raw -318093.543920 + Penalty 2604.336534 = -315489.207386
  nChanged 7
		SP:Iteration 84Q (90108.920000 sec): 3 clusters
  Score: Raw -318099.296144 + Penalty 2604.336534 = -315494.959610
  nChanged 6
		SP:Iteration 85Q (90109.070000 sec): 3 clusters
  Score: Raw -318103.493873 + Penalty 2604.336534 = -315499.157339
  nChanged 7
		SP:Iteration 86Q (90109.260000 sec): 3 clusters
  Score: Raw -318108.404039 + Penalty 2604.336534 = -315504.067505
  nChanged 6
		SP:Iteration 87Q (90109.470000 sec): 3 clusters
  Score: Raw -318112.474325 + Penalty 2604.336534 = -315508.137791
  nChanged 6
		SP:Iteration 88Q (90109.630000 sec): 3 clusters
  Score: Raw -318116.109760 + Penalty 2604.336534 = -315511.773226
  nChanged 5
		SP:Iteration 89Q (90109.810000 sec): 3 clusters
  Score: Raw -318118.346900 + Penalty 2604.336534 = -315514.010366
  nChanged 3
		SP:Iteration 90Q (90110.010000 sec): 3 clusters
  Score: Raw -318119.604419 + Penalty 2604.336534 = -315515.267885
  nChanged 1
		SP:Iteration 91Q (90110.150000 sec): 3 clusters
  Score: Raw -318120.617955 + Penalty 2604.336534 = -315516.281421
  nChanged 1
		SP:Iteration 92Q (90110.350000 sec): 3 clusters
  Score: Raw -318121.185448 + Penalty 2604.336534 = -315516.848914
  nChanged 0
		SP:Iteration 93F (90110.540000 sec): 3 clusters
  Score: Raw -318121.185448 + Penalty 2604.336534 = -315516.848914
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 61 (3099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90110.650000 sec): 2 clusters
  Score: Raw -319297.360094 + Penalty 1306.310648 = -317991.049446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90110.840000 sec): 3 clusters
  Score: Raw -317857.291985 + Penalty 2612.621296 = -315244.670689
  nChanged 1177
		SP:Iteration 1F (90111.060000 sec): 3 clusters
  Score: Raw -318610.251182 + Penalty 2612.621296 = -315997.629886
  nChanged 288
		SP:Iteration 2F (90111.210000 sec): 3 clusters
  Score: Raw -318898.680422 + Penalty 2612.621296 = -316286.059126
  nChanged 249
		SP:Iteration 3F (90111.360000 sec): 3 clusters
  Score: Raw -319164.003423 + Penalty 2612.621296 = -316551.382126
  nChanged 206
		SP:Iteration 4F (90111.510000 sec): 3 clusters
  Score: Raw -319395.445385 + Penalty 2612.621296 = -316782.824089
  nChanged 183
		SP:Iteration 5F (90111.710000 sec): 3 clusters
  Score: Raw -319630.374717 + Penalty 2612.621296 = -317017.753421
  nChanged 151
		SP:Iteration 6Q (90111.880000 sec): 3 clusters
  Score: Raw -319818.017949 + Penalty 2612.621296 = -317205.396653
  nChanged 133
		SP:Iteration 7Q (90112.060000 sec): 3 clusters
  Score: Raw -319989.750089 + Penalty 2612.621296 = -317377.128793
  nChanged 101
		SP:Iteration 8Q (90112.250000 sec): 3 clusters
  Score: Raw -320110.700739 + Penalty 2612.621296 = -317498.079443
  nChanged 84
		SP:Iteration 9Q (90112.400000 sec): 3 clusters
  Score: Raw -320207.449500 + Penalty 2612.621296 = -317594.828204
  nChanged 59
		SP:Iteration 10Q (90112.550000 sec): 3 clusters
  Score: Raw -320289.602885 + Penalty 2612.621296 = -317676.981588
  nChanged 54
		SP:Iteration 11Q (90112.720000 sec): 3 clusters
  Score: Raw -320352.262669 + Penalty 2612.621296 = -317739.641373
  nChanged 32
		SP:Iteration 12Q (90112.890000 sec): 3 clusters
  Score: Raw -320378.445024 + Penalty 2612.621296 = -317765.823728
  nChanged 17
		SP:Iteration 13Q (90113.070000 sec): 3 clusters
  Score: Raw -320391.207402 + Penalty 2612.621296 = -317778.586106
  nChanged 15
		SP:Iteration 14Q (90113.240000 sec): 3 clusters
  Score: Raw -320402.622953 + Penalty 2612.621296 = -317790.001656
  nChanged 10
		SP:Iteration 15Q (90113.370000 sec): 3 clusters
  Score: Raw -320410.402505 + Penalty 2612.621296 = -317797.781208
  nChanged 10
		SP:Iteration 16Q (90113.550000 sec): 3 clusters
  Score: Raw -320420.157451 + Penalty 2612.621296 = -317807.536155
  nChanged 11
		SP:Iteration 17Q (90113.710000 sec): 3 clusters
  Score: Raw -320432.188219 + Penalty 2612.621296 = -317819.566923
  nChanged 12
		SP:Iteration 18Q (90113.850000 sec): 3 clusters
  Score: Raw -320445.393256 + Penalty 2612.621296 = -317832.771960
  nChanged 12
		SP:Iteration 19Q (90114.010000 sec): 3 clusters
  Score: Raw -320454.421875 + Penalty 2612.621296 = -317841.800578
  nChanged 9
		SP:Iteration 20F (90114.180000 sec): 3 clusters
  Score: Raw -320459.918726 + Penalty 2612.621296 = -317847.297430
  nChanged 6
		SP:Iteration 21Q (90114.370000 sec): 3 clusters
  Score: Raw -320462.772081 + Penalty 2612.621296 = -317850.150785
  nChanged 3
		SP:Iteration 22Q (90114.550000 sec): 3 clusters
  Score: Raw -320464.526004 + Penalty 2612.621296 = -317851.904708
  nChanged 3
		SP:Iteration 23Q (90114.710000 sec): 3 clusters
  Score: Raw -320465.451096 + Penalty 2612.621296 = -317852.829800
  nChanged 1
		SP:Iteration 24Q (90114.870000 sec): 3 clusters
  Score: Raw -320466.077926 + Penalty 2612.621296 = -317853.456629
  nChanged 0
		SP:Iteration 25F (90115.050000 sec): 3 clusters
  Score: Raw -320466.077926 + Penalty 2612.621296 = -317853.456629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 62 (4433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90115.170000 sec): 2 clusters
  Score: Raw -466523.814951 + Penalty 1364.485173 = -465159.329778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90115.350000 sec): 3 clusters
  Score: Raw -464198.711584 + Penalty 2728.970346 = -461469.741238
  nChanged 1786
		SP:Iteration 1F (90115.520000 sec): 3 clusters
  Score: Raw -465192.079314 + Penalty 2728.970346 = -462463.108967
  nChanged 375
		SP:Iteration 2F (90115.680000 sec): 3 clusters
  Score: Raw -465466.154269 + Penalty 2728.970346 = -462737.183923
  nChanged 282
		SP:Iteration 3F (90115.840000 sec): 3 clusters
  Score: Raw -465648.462306 + Penalty 2728.970346 = -462919.491960
  nChanged 229
		SP:Iteration 4F (90116.010000 sec): 3 clusters
  Score: Raw -465789.230208 + Penalty 2728.970346 = -463060.259861
  nChanged 185
		SP:Iteration 5Q (90116.190000 sec): 3 clusters
  Score: Raw -465912.965362 + Penalty 2728.970346 = -463183.995016
  nChanged 175
		SP:Iteration 6Q (90116.320000 sec): 3 clusters
  Score: Raw -466010.011355 + Penalty 2728.970346 = -463281.041009
  nChanged 134
		SP:Iteration 7Q (90116.500000 sec): 3 clusters
  Score: Raw -466082.207989 + Penalty 2728.970346 = -463353.237642
  nChanged 128
		SP:Iteration 8Q (90116.680000 sec): 3 clusters
  Score: Raw -466161.040909 + Penalty 2728.970346 = -463432.070563
  nChanged 135
		SP:Iteration 9Q (90116.880000 sec): 3 clusters
  Score: Raw -466240.165454 + Penalty 2728.970346 = -463511.195108
  nChanged 119
		SP:Iteration 10Q (90117.030000 sec): 3 clusters
  Score: Raw -466320.957366 + Penalty 2728.970346 = -463591.987020
  nChanged 126
		SP:Iteration 11Q (90117.250000 sec): 3 clusters
  Score: Raw -466401.961071 + Penalty 2728.970346 = -463672.990724
  nChanged 114
		SP:Iteration 12Q (90117.410000 sec): 3 clusters
  Score: Raw -466466.927692 + Penalty 2728.970346 = -463737.957346
  nChanged 94
		SP:Iteration 13Q (90117.620000 sec): 3 clusters
  Score: Raw -466512.758927 + Penalty 2728.970346 = -463783.788581
  nChanged 67
		SP:Iteration 14Q (90117.790000 sec): 3 clusters
  Score: Raw -466540.298049 + Penalty 2728.970346 = -463811.327703
  nChanged 39
		SP:Iteration 15Q (90117.950000 sec): 3 clusters
  Score: Raw -466559.539552 + Penalty 2728.970346 = -463830.569205
  nChanged 46
		SP:Iteration 16Q (90118.130000 sec): 3 clusters
  Score: Raw -466578.295505 + Penalty 2728.970346 = -463849.325159
  nChanged 37
		SP:Iteration 17Q (90118.290000 sec): 3 clusters
  Score: Raw -466593.287315 + Penalty 2728.970346 = -463864.316969
  nChanged 31
		SP:Iteration 18Q (90118.480000 sec): 3 clusters
  Score: Raw -466608.118730 + Penalty 2728.970346 = -463879.148383
  nChanged 23
		SP:Iteration 19Q (90118.610000 sec): 3 clusters
  Score: Raw -466614.978662 + Penalty 2728.970346 = -463886.008316
  nChanged 22
		SP:Iteration 20F (90118.770000 sec): 3 clusters
  Score: Raw -466621.514040 + Penalty 2728.970346 = -463892.543694
  nChanged 15
		SP:Iteration 21Q (90118.960000 sec): 3 clusters
  Score: Raw -466626.622134 + Penalty 2728.970346 = -463897.651787
  nChanged 13
		SP:Iteration 22Q (90119.110000 sec): 3 clusters
  Score: Raw -466630.656631 + Penalty 2728.970346 = -463901.686285
  nChanged 12
		SP:Iteration 23Q (90119.260000 sec): 3 clusters
  Score: Raw -466634.152282 + Penalty 2728.970346 = -463905.181936
  nChanged 11
		SP:Iteration 24Q (90119.430000 sec): 3 clusters
  Score: Raw -466636.723043 + Penalty 2728.970346 = -463907.752697
  nChanged 13
		SP:Iteration 25Q (90119.580000 sec): 3 clusters
  Score: Raw -466640.049181 + Penalty 2728.970346 = -463911.078834
  nChanged 10
		SP:Iteration 26Q (90119.710000 sec): 3 clusters
  Score: Raw -466642.259972 + Penalty 2728.970346 = -463913.289625
  nChanged 11
		SP:Iteration 27Q (90119.870000 sec): 3 clusters
  Score: Raw -466644.521295 + Penalty 2728.970346 = -463915.550949
  nChanged 8
		SP:Iteration 28Q (90120.010000 sec): 3 clusters
  Score: Raw -466646.564597 + Penalty 2728.970346 = -463917.594250
  nChanged 7
		SP:Iteration 29Q (90120.200000 sec): 3 clusters
  Score: Raw -466648.418455 + Penalty 2728.970346 = -463919.448109
  nChanged 7
		SP:Iteration 30Q (90120.380000 sec): 3 clusters
  Score: Raw -466651.316841 + Penalty 2728.970346 = -463922.346495
  nChanged 9
		SP:Iteration 31Q (90120.500000 sec): 3 clusters
  Score: Raw -466654.465314 + Penalty 2728.970346 = -463925.494968
  nChanged 11
		SP:Iteration 32Q (90120.700000 sec): 3 clusters
  Score: Raw -466658.273307 + Penalty 2728.970346 = -463929.302960
  nChanged 10
		SP:Iteration 33Q (90120.900000 sec): 3 clusters
  Score: Raw -466661.211769 + Penalty 2728.970346 = -463932.241423
  nChanged 13
		SP:Iteration 34Q (90121.070000 sec): 3 clusters
  Score: Raw -466665.042795 + Penalty 2728.970346 = -463936.072448
  nChanged 12
		SP:Iteration 35Q (90121.250000 sec): 3 clusters
  Score: Raw -466667.913891 + Penalty 2728.970346 = -463938.943545
  nChanged 12
		SP:Iteration 36Q (90121.440000 sec): 3 clusters
  Score: Raw -466671.359465 + Penalty 2728.970346 = -463942.389119
  nChanged 12
		SP:Iteration 37Q (90121.580000 sec): 3 clusters
  Score: Raw -466675.315769 + Penalty 2728.970346 = -463946.345422
  nChanged 11
		SP:Iteration 38Q (90121.730000 sec): 3 clusters
  Score: Raw -466678.334061 + Penalty 2728.970346 = -463949.363715
  nChanged 11
		SP:Iteration 39Q (90121.910000 sec): 3 clusters
  Score: Raw -466682.139148 + Penalty 2728.970346 = -463953.168802
  nChanged 10
		SP:Iteration 40F (90122.050000 sec): 3 clusters
  Score: Raw -466684.954073 + Penalty 2728.970346 = -463955.983727
  nChanged 8
		SP:Iteration 41Q (90122.230000 sec): 3 clusters
  Score: Raw -466687.513382 + Penalty 2728.970346 = -463958.543036
  nChanged 10
		SP:Iteration 42Q (90122.460000 sec): 3 clusters
  Score: Raw -466691.410769 + Penalty 2728.970346 = -463962.440423
  nChanged 12
		SP:Iteration 43Q (90122.650000 sec): 3 clusters
  Score: Raw -466696.648745 + Penalty 2728.970346 = -463967.678399
  nChanged 16
		SP:Iteration 44Q (90122.830000 sec): 3 clusters
  Score: Raw -466704.697880 + Penalty 2728.970346 = -463975.727534
  nChanged 18
		SP:Iteration 45Q (90123.030000 sec): 3 clusters
  Score: Raw -466710.702365 + Penalty 2728.970346 = -463981.732018
  nChanged 13
		SP:Iteration 46Q (90123.230000 sec): 3 clusters
  Score: Raw -466716.140305 + Penalty 2728.970346 = -463987.169959
  nChanged 11
		SP:Iteration 47Q (90123.440000 sec): 3 clusters
  Score: Raw -466720.961364 + Penalty 2728.970346 = -463991.991018
  nChanged 5
		SP:Iteration 48Q (90123.630000 sec): 3 clusters
  Score: Raw -466722.050057 + Penalty 2728.970346 = -463993.079711
  nChanged 3
		SP:Iteration 49Q (90123.810000 sec): 3 clusters
  Score: Raw -466722.941946 + Penalty 2728.970346 = -463993.971600
  nChanged 4
		SP:Iteration 50Q (90123.980000 sec): 3 clusters
  Score: Raw -466723.957849 + Penalty 2728.970346 = -463994.987502
  nChanged 5
		SP:Iteration 51Q (90124.210000 sec): 3 clusters
  Score: Raw -466725.225952 + Penalty 2728.970346 = -463996.255605
  nChanged 4
		SP:Iteration 52Q (90124.390000 sec): 3 clusters
  Score: Raw -466726.643055 + Penalty 2728.970346 = -463997.672708
  nChanged 2
		SP:Iteration 53Q (90124.570000 sec): 3 clusters
  Score: Raw -466726.847426 + Penalty 2728.970346 = -463997.877080
  nChanged 1
		SP:Iteration 54Q (90124.800000 sec): 3 clusters
  Score: Raw -466726.891874 + Penalty 2728.970346 = -463997.921527
  nChanged 0
		SP:Iteration 55F (90124.950000 sec): 3 clusters
  Score: Raw -466726.891874 + Penalty 2728.970346 = -463997.921527
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 63 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90125.040000 sec): 2 clusters
  Score: Raw -56159.870182 + Penalty 1010.522519 = -55149.347662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90125.250000 sec): 3 clusters
  Score: Raw -56072.081800 + Penalty 2021.045039 = -54051.036761
  nChanged 107
		SP:Iteration 1F (90125.420000 sec): 3 clusters
  Score: Raw -56201.136282 + Penalty 2021.045039 = -54180.091243
  nChanged 31
		SP:Iteration 2F (90125.560000 sec): 3 clusters
  Score: Raw -56253.644410 + Penalty 2021.045039 = -54232.599371
  nChanged 14
		SP:Iteration 3Q (90125.750000 sec): 3 clusters
  Score: Raw -56271.858687 + Penalty 2021.045039 = -54250.813648
  nChanged 8
		SP:Iteration 4Q (90125.930000 sec): 3 clusters
  Score: Raw -56280.787575 + Penalty 2021.045039 = -54259.742537
  nChanged 3
		SP:Iteration 5Q (90126.080000 sec): 3 clusters
  Score: Raw -56287.062214 + Penalty 2021.045039 = -54266.017175
  nChanged 4
		SP:Iteration 6Q (90126.250000 sec): 3 clusters
  Score: Raw -56293.265654 + Penalty 2021.045039 = -54272.220616
  nChanged 3
		SP:Iteration 7Q (90126.420000 sec): 3 clusters
  Score: Raw -56298.518254 + Penalty 2021.045039 = -54277.473215
  nChanged 2
		SP:Iteration 8Q (90126.610000 sec): 3 clusters
  Score: Raw -56301.081891 + Penalty 2021.045039 = -54280.036852
  nChanged 1
		SP:Iteration 9Q (90126.790000 sec): 3 clusters
  Score: Raw -56303.363976 + Penalty 2021.045039 = -54282.318937
  nChanged 2
		SP:Iteration 10Q (90126.980000 sec): 3 clusters
  Score: Raw -56304.819829 + Penalty 2021.045039 = -54283.774790
  nChanged 0
		SP:Iteration 11F (90127.160000 sec): 3 clusters
  Score: Raw -56304.819829 + Penalty 2021.045039 = -54283.774790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 64 (19687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90127.330000 sec): 2 clusters
  Score: Raw -2175173.284359 + Penalty 1606.753492 = -2173566.530867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90127.630000 sec): 3 clusters
  Score: Raw -2163243.544548 + Penalty 3213.506984 = -2160030.037564
  nChanged 8971
		SP:Iteration 1F (90127.880000 sec): 3 clusters
  Score: Raw -2167971.179923 + Penalty 3213.506984 = -2164757.672939
  nChanged 1000
		SP:Iteration 2F (90128.180000 sec): 3 clusters
  Score: Raw -2168297.819963 + Penalty 3213.506984 = -2165084.312979
  nChanged 893
		SP:Iteration 3Q (90128.440000 sec): 3 clusters
  Score: Raw -2168611.487212 + Penalty 3213.506984 = -2165397.980227
  nChanged 880
		SP:Iteration 4Q (90128.660000 sec): 3 clusters
  Score: Raw -2168977.287051 + Penalty 3213.506984 = -2165763.780067
  nChanged 943
		SP:Iteration 5Q (90128.950000 sec): 3 clusters
  Score: Raw -2169416.456110 + Penalty 3213.506984 = -2166202.949125
  nChanged 1005
		SP:Iteration 6F (90129.260000 sec): 3 clusters
  Score: Raw -2169976.944080 + Penalty 3213.506984 = -2166763.437096
  nChanged 1075
		SP:Iteration 7F (90129.470000 sec): 3 clusters
  Score: Raw -2170645.040178 + Penalty 3213.506984 = -2167431.533194
  nChanged 1073
		SP:Iteration 8F (90129.750000 sec): 3 clusters
  Score: Raw -2171373.181588 + Penalty 3213.506984 = -2168159.674603
  nChanged 1128
		SP:Iteration 9F (90129.990000 sec): 3 clusters
  Score: Raw -2172125.313932 + Penalty 3213.506984 = -2168911.806947
  nChanged 991
		SP:Iteration 10F (90130.250000 sec): 3 clusters
  Score: Raw -2172768.135482 + Penalty 3213.506984 = -2169554.628498
  nChanged 867
		SP:Iteration 11Q (90130.570000 sec): 3 clusters
  Score: Raw -2173288.923777 + Penalty 3213.506984 = -2170075.416792
  nChanged 667
		SP:Iteration 12Q (90130.830000 sec): 3 clusters
  Score: Raw -2173617.449144 + Penalty 3213.506984 = -2170403.942159
  nChanged 464
		SP:Iteration 13Q (90131.110000 sec): 3 clusters
  Score: Raw -2173813.365240 + Penalty 3213.506984 = -2170599.858256
  nChanged 328
		SP:Iteration 14Q (90131.380000 sec): 3 clusters
  Score: Raw -2173927.485349 + Penalty 3213.506984 = -2170713.978365
  nChanged 243
		SP:Iteration 15Q (90131.630000 sec): 3 clusters
  Score: Raw -2173995.020624 + Penalty 3213.506984 = -2170781.513639
  nChanged 195
		SP:Iteration 16Q (90131.950000 sec): 3 clusters
  Score: Raw -2174046.030005 + Penalty 3213.506984 = -2170832.523021
  nChanged 182
		SP:Iteration 17Q (90132.240000 sec): 3 clusters
  Score: Raw -2174099.310395 + Penalty 3213.506984 = -2170885.803410
  nChanged 180
		SP:Iteration 18Q (90132.530000 sec): 3 clusters
  Score: Raw -2174163.350403 + Penalty 3213.506984 = -2170949.843418
  nChanged 203
		SP:Iteration 19Q (90132.810000 sec): 3 clusters
  Score: Raw -2174222.690834 + Penalty 3213.506984 = -2171009.183849
  nChanged 195
		SP:Iteration 20F (90133.110000 sec): 3 clusters
  Score: Raw -2174279.534854 + Penalty 3213.506984 = -2171066.027869
  nChanged 190
		SP:Iteration 21Q (90133.350000 sec): 3 clusters
  Score: Raw -2174333.635113 + Penalty 3213.506984 = -2171120.128129
  nChanged 181
		SP:Iteration 22Q (90133.620000 sec): 3 clusters
  Score: Raw -2174389.651834 + Penalty 3213.506984 = -2171176.144850
  nChanged 177
		SP:Iteration 23Q (90133.860000 sec): 3 clusters
  Score: Raw -2174449.748918 + Penalty 3213.506984 = -2171236.241933
  nChanged 170
		SP:Iteration 24Q (90134.150000 sec): 3 clusters
  Score: Raw -2174501.453755 + Penalty 3213.506984 = -2171287.946771
  nChanged 166
		SP:Iteration 25Q (90134.470000 sec): 3 clusters
  Score: Raw -2174556.163652 + Penalty 3213.506984 = -2171342.656667
  nChanged 166
		SP:Iteration 26Q (90134.740000 sec): 3 clusters
  Score: Raw -2174607.038285 + Penalty 3213.506984 = -2171393.531300
  nChanged 167
		SP:Iteration 27Q (90135.040000 sec): 3 clusters
  Score: Raw -2174655.863929 + Penalty 3213.506984 = -2171442.356945
  nChanged 160
		SP:Iteration 28Q (90135.360000 sec): 3 clusters
  Score: Raw -2174698.232908 + Penalty 3213.506984 = -2171484.725923
  nChanged 144
		SP:Iteration 29Q (90135.650000 sec): 3 clusters
  Score: Raw -2174737.350605 + Penalty 3213.506984 = -2171523.843620
  nChanged 139
		SP:Iteration 30Q (90135.910000 sec): 3 clusters
  Score: Raw -2174780.383075 + Penalty 3213.506984 = -2171566.876090
  nChanged 132
		SP:Iteration 31Q (90136.160000 sec): 3 clusters
  Score: Raw -2174821.799605 + Penalty 3213.506984 = -2171608.292621
  nChanged 121
		SP:Iteration 32Q (90136.480000 sec): 3 clusters
  Score: Raw -2174856.040223 + Penalty 3213.506984 = -2171642.533239
  nChanged 107
		SP:Iteration 33Q (90136.780000 sec): 3 clusters
  Score: Raw -2174882.073570 + Penalty 3213.506984 = -2171668.566585
  nChanged 116
		SP:Iteration 34Q (90137.040000 sec): 3 clusters
  Score: Raw -2174916.261461 + Penalty 3213.506984 = -2171702.754476
  nChanged 127
		SP:Iteration 35Q (90137.360000 sec): 3 clusters
  Score: Raw -2174955.028139 + Penalty 3213.506984 = -2171741.521154
  nChanged 130
		SP:Iteration 36Q (90137.630000 sec): 3 clusters
  Score: Raw -2174994.640235 + Penalty 3213.506984 = -2171781.133250
  nChanged 128
		SP:Iteration 37Q (90137.860000 sec): 3 clusters
  Score: Raw -2175030.948809 + Penalty 3213.506984 = -2171817.441824
  nChanged 119
		SP:Iteration 38Q (90138.170000 sec): 3 clusters
  Score: Raw -2175060.671305 + Penalty 3213.506984 = -2171847.164321
  nChanged 108
		SP:Iteration 39Q (90138.430000 sec): 3 clusters
  Score: Raw -2175090.533777 + Penalty 3213.506984 = -2171877.026792
  nChanged 112
		SP:Iteration 40F (90138.700000 sec): 3 clusters
  Score: Raw -2175121.349252 + Penalty 3213.506984 = -2171907.842268
  nChanged 96
		SP:Iteration 41Q (90138.920000 sec): 3 clusters
  Score: Raw -2175147.360824 + Penalty 3213.506984 = -2171933.853839
  nChanged 106
		SP:Iteration 42Q (90139.220000 sec): 3 clusters
  Score: Raw -2175176.019688 + Penalty 3213.506984 = -2171962.512703
  nChanged 115
		SP:Iteration 43Q (90139.460000 sec): 3 clusters
  Score: Raw -2175208.573071 + Penalty 3213.506984 = -2171995.066086
  nChanged 115
		SP:Iteration 44Q (90139.730000 sec): 3 clusters
  Score: Raw -2175240.631866 + Penalty 3213.506984 = -2172027.124881
  nChanged 108
		SP:Iteration 45Q (90139.960000 sec): 3 clusters
  Score: Raw -2175271.925361 + Penalty 3213.506984 = -2172058.418377
  nChanged 91
		SP:Iteration 46Q (90140.190000 sec): 3 clusters
  Score: Raw -2175293.041342 + Penalty 3213.506984 = -2172079.534357
  nChanged 92
		SP:Iteration 47Q (90140.470000 sec): 3 clusters
  Score: Raw -2175313.446994 + Penalty 3213.506984 = -2172099.940010
  nChanged 76
		SP:Iteration 48Q (90140.720000 sec): 3 clusters
  Score: Raw -2175330.070682 + Penalty 3213.506984 = -2172116.563697
  nChanged 67
		SP:Iteration 49Q (90140.980000 sec): 3 clusters
  Score: Raw -2175342.272335 + Penalty 3213.506984 = -2172128.765350
  nChanged 58
		SP:Iteration 50Q (90141.250000 sec): 3 clusters
  Score: Raw -2175353.422064 + Penalty 3213.506984 = -2172139.915080
  nChanged 55
		SP:Iteration 51Q (90141.450000 sec): 3 clusters
  Score: Raw -2175363.125703 + Penalty 3213.506984 = -2172149.618718
  nChanged 48
		SP:Iteration 52Q (90141.710000 sec): 3 clusters
  Score: Raw -2175371.680153 + Penalty 3213.506984 = -2172158.173168
  nChanged 36
		SP:Iteration 53Q (90142.000000 sec): 3 clusters
  Score: Raw -2175377.798137 + Penalty 3213.506984 = -2172164.291153
  nChanged 37
		SP:Iteration 54Q (90142.270000 sec): 3 clusters
  Score: Raw -2175384.999934 + Penalty 3213.506984 = -2172171.492950
  nChanged 36
		SP:Iteration 55Q (90142.540000 sec): 3 clusters
  Score: Raw -2175390.901256 + Penalty 3213.506984 = -2172177.394272
  nChanged 30
		SP:Iteration 56Q (90142.840000 sec): 3 clusters
  Score: Raw -2175395.717161 + Penalty 3213.506984 = -2172182.210176
  nChanged 20
		SP:Iteration 57Q (90143.110000 sec): 3 clusters
  Score: Raw -2175398.727418 + Penalty 3213.506984 = -2172185.220434
  nChanged 17
		SP:Iteration 58Q (90143.350000 sec): 3 clusters
  Score: Raw -2175401.238247 + Penalty 3213.506984 = -2172187.731263
  nChanged 23
		SP:Iteration 59Q (90143.610000 sec): 3 clusters
  Score: Raw -2175404.671988 + Penalty 3213.506984 = -2172191.165004
  nChanged 13
		SP:Iteration 60F (90143.920000 sec): 3 clusters
  Score: Raw -2175406.433814 + Penalty 3213.506984 = -2172192.926830
  nChanged 13
		SP:Iteration 61Q (90144.230000 sec): 3 clusters
  Score: Raw -2175408.776980 + Penalty 3213.506984 = -2172195.269995
  nChanged 16
		SP:Iteration 62Q (90144.520000 sec): 3 clusters
  Score: Raw -2175411.586873 + Penalty 3213.506984 = -2172198.079889
  nChanged 20
		SP:Iteration 63Q (90144.810000 sec): 3 clusters
  Score: Raw -2175414.991822 + Penalty 3213.506984 = -2172201.484837
  nChanged 22
		SP:Iteration 64Q (90145.110000 sec): 3 clusters
  Score: Raw -2175418.107219 + Penalty 3213.506984 = -2172204.600235
  nChanged 20
		SP:Iteration 65Q (90145.390000 sec): 3 clusters
  Score: Raw -2175421.249868 + Penalty 3213.506984 = -2172207.742884
  nChanged 14
		SP:Iteration 66Q (90145.630000 sec): 3 clusters
  Score: Raw -2175422.899389 + Penalty 3213.506984 = -2172209.392405
  nChanged 11
		SP:Iteration 67Q (90145.890000 sec): 3 clusters
  Score: Raw -2175424.510182 + Penalty 3213.506984 = -2172211.003197
  nChanged 7
		SP:Iteration 68Q (90146.160000 sec): 3 clusters
  Score: Raw -2175425.359040 + Penalty 3213.506984 = -2172211.852056
  nChanged 6
		SP:Iteration 69Q (90146.450000 sec): 3 clusters
  Score: Raw -2175425.931304 + Penalty 3213.506984 = -2172212.424319
  nChanged 6
		SP:Iteration 70Q (90146.710000 sec): 3 clusters
  Score: Raw -2175426.725014 + Penalty 3213.506984 = -2172213.218029
  nChanged 5
		SP:Iteration 71Q (90146.970000 sec): 3 clusters
  Score: Raw -2175427.550354 + Penalty 3213.506984 = -2172214.043369
  nChanged 7
		SP:Iteration 72Q (90147.290000 sec): 3 clusters
  Score: Raw -2175428.670145 + Penalty 3213.506984 = -2172215.163160
  nChanged 11
		SP:Iteration 73Q (90147.550000 sec): 3 clusters
  Score: Raw -2175430.475203 + Penalty 3213.506984 = -2172216.968219
  nChanged 9
		SP:Iteration 74Q (90147.790000 sec): 3 clusters
  Score: Raw -2175431.620919 + Penalty 3213.506984 = -2172218.113934
  nChanged 8
		SP:Iteration 75Q (90148.030000 sec): 3 clusters
  Score: Raw -2175432.912202 + Penalty 3213.506984 = -2172219.405218
  nChanged 10
		SP:Iteration 76Q (90148.290000 sec): 3 clusters
  Score: Raw -2175434.159113 + Penalty 3213.506984 = -2172220.652129
  nChanged 5
		SP:Iteration 77Q (90148.560000 sec): 3 clusters
  Score: Raw -2175434.824121 + Penalty 3213.506984 = -2172221.317137
  nChanged 4
		SP:Iteration 78Q (90148.850000 sec): 3 clusters
  Score: Raw -2175435.252295 + Penalty 3213.506984 = -2172221.745311
  nChanged 4
		SP:Iteration 79Q (90149.070000 sec): 3 clusters
  Score: Raw -2175435.770652 + Penalty 3213.506984 = -2172222.263668
  nChanged 6
		SP:Iteration 80F (90149.390000 sec): 3 clusters
  Score: Raw -2175436.704858 + Penalty 3213.506984 = -2172223.197874
  nChanged 7
		SP:Iteration 81Q (90149.640000 sec): 3 clusters
  Score: Raw -2175437.637125 + Penalty 3213.506984 = -2172224.130141
  nChanged 9
		SP:Iteration 82Q (90149.910000 sec): 3 clusters
  Score: Raw -2175438.502152 + Penalty 3213.506984 = -2172224.995167
  nChanged 6
		SP:Iteration 83Q (90150.150000 sec): 3 clusters
  Score: Raw -2175439.183138 + Penalty 3213.506984 = -2172225.676153
  nChanged 4
		SP:Iteration 84Q (90150.460000 sec): 3 clusters
  Score: Raw -2175440.232586 + Penalty 3213.506984 = -2172226.725601
  nChanged 7
		SP:Iteration 85Q (90150.710000 sec): 3 clusters
  Score: Raw -2175441.243968 + Penalty 3213.506984 = -2172227.736984
  nChanged 5
		SP:Iteration 86Q (90151.040000 sec): 3 clusters
  Score: Raw -2175441.787310 + Penalty 3213.506984 = -2172228.280326
  nChanged 4
		SP:Iteration 87Q (90151.280000 sec): 3 clusters
  Score: Raw -2175442.562194 + Penalty 3213.506984 = -2172229.055210
  nChanged 7
		SP:Iteration 88Q (90151.580000 sec): 3 clusters
  Score: Raw -2175443.512068 + Penalty 3213.506984 = -2172230.005084
  nChanged 9
		SP:Iteration 89Q (90151.820000 sec): 3 clusters
  Score: Raw -2175444.521753 + Penalty 3213.506984 = -2172231.014769
  nChanged 9
		SP:Iteration 90Q (90152.140000 sec): 3 clusters
  Score: Raw -2175445.663502 + Penalty 3213.506984 = -2172232.156518
  nChanged 12
		SP:Iteration 91Q (90152.390000 sec): 3 clusters
  Score: Raw -2175447.726801 + Penalty 3213.506984 = -2172234.219816
  nChanged 13
		SP:Iteration 92Q (90152.710000 sec): 3 clusters
  Score: Raw -2175450.286915 + Penalty 3213.506984 = -2172236.779931
  nChanged 13
		SP:Iteration 93Q (90153.030000 sec): 3 clusters
  Score: Raw -2175451.980551 + Penalty 3213.506984 = -2172238.473566
  nChanged 10
		SP:Iteration 94Q (90153.300000 sec): 3 clusters
  Score: Raw -2175453.509712 + Penalty 3213.506984 = -2172240.002727
  nChanged 13
		SP:Iteration 95Q (90153.600000 sec): 3 clusters
  Score: Raw -2175455.681125 + Penalty 3213.506984 = -2172242.174140
  nChanged 11
		SP:Iteration 96Q (90153.820000 sec): 3 clusters
  Score: Raw -2175457.338940 + Penalty 3213.506984 = -2172243.831956
  nChanged 13
		SP:Iteration 97Q (90154.120000 sec): 3 clusters
  Score: Raw -2175459.260728 + Penalty 3213.506984 = -2172245.753744
  nChanged 14
		SP:Iteration 98Q (90154.380000 sec): 3 clusters
  Score: Raw -2175461.459176 + Penalty 3213.506984 = -2172247.952192
  nChanged 13
		SP:Iteration 99Q (90154.640000 sec): 3 clusters
  Score: Raw -2175463.420379 + Penalty 3213.506984 = -2172249.913395
  nChanged 9
		SP:Iteration 100F (90154.870000 sec): 3 clusters
  Score: Raw -2175464.898694 + Penalty 3213.506984 = -2172251.391710
  nChanged 11
		SP:Iteration 101Q (90155.130000 sec): 3 clusters
  Score: Raw -2175466.718493 + Penalty 3213.506984 = -2172253.211508
  nChanged 8
		SP:Iteration 102Q (90155.370000 sec): 3 clusters
  Score: Raw -2175467.822592 + Penalty 3213.506984 = -2172254.315608
  nChanged 8
		SP:Iteration 103Q (90155.620000 sec): 3 clusters
  Score: Raw -2175469.014567 + Penalty 3213.506984 = -2172255.507583
  nChanged 9
		SP:Iteration 104Q (90155.880000 sec): 3 clusters
  Score: Raw -2175470.387265 + Penalty 3213.506984 = -2172256.880280
  nChanged 9
		SP:Iteration 105Q (90156.140000 sec): 3 clusters
  Score: Raw -2175471.194825 + Penalty 3213.506984 = -2172257.687841
  nChanged 7
		SP:Iteration 106Q (90156.380000 sec): 3 clusters
  Score: Raw -2175472.458987 + Penalty 3213.506984 = -2172258.952002
  nChanged 8
		SP:Iteration 107Q (90156.660000 sec): 3 clusters
  Score: Raw -2175473.293087 + Penalty 3213.506984 = -2172259.786102
  nChanged 5
		SP:Iteration 108Q (90156.940000 sec): 3 clusters
  Score: Raw -2175473.936423 + Penalty 3213.506984 = -2172260.429438
  nChanged 3
		SP:Iteration 109Q (90157.160000 sec): 3 clusters
  Score: Raw -2175474.487293 + Penalty 3213.506984 = -2172260.980308
  nChanged 2
		SP:Iteration 110Q (90157.470000 sec): 3 clusters
  Score: Raw -2175474.682517 + Penalty 3213.506984 = -2172261.175533
  nChanged 1
		SP:Iteration 111Q (90157.700000 sec): 3 clusters
  Score: Raw -2175474.866874 + Penalty 3213.506984 = -2172261.359889
  nChanged 2
		SP:Iteration 112Q (90157.990000 sec): 3 clusters
  Score: Raw -2175475.272707 + Penalty 3213.506984 = -2172261.765722
  nChanged 2
		SP:Iteration 113Q (90158.230000 sec): 3 clusters
  Score: Raw -2175475.590779 + Penalty 3213.506984 = -2172262.083794
  nChanged 1
		SP:Iteration 114Q (90158.480000 sec): 3 clusters
  Score: Raw -2175475.630278 + Penalty 3213.506984 = -2172262.123293
  nChanged 3
		SP:Iteration 115Q (90158.750000 sec): 3 clusters
  Score: Raw -2175475.940052 + Penalty 3213.506984 = -2172262.433068
  nChanged 3
		SP:Iteration 116Q (90159.000000 sec): 3 clusters
  Score: Raw -2175476.384197 + Penalty 3213.506984 = -2172262.877212
  nChanged 1
		SP:Iteration 117Q (90159.300000 sec): 3 clusters
  Score: Raw -2175476.442602 + Penalty 3213.506984 = -2172262.935618
  nChanged 1
		SP:Iteration 118Q (90159.550000 sec): 3 clusters
  Score: Raw -2175476.588755 + Penalty 3213.506984 = -2172263.081771
  nChanged 1
		SP:Iteration 119Q (90159.780000 sec): 3 clusters
  Score: Raw -2175476.690988 + Penalty 3213.506984 = -2172263.184003
  nChanged 2
		SP:Iteration 120F (90160.090000 sec): 3 clusters
  Score: Raw -2175476.824096 + Penalty 3213.506984 = -2172263.317112
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 65 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90160.210000 sec): 2 clusters
  Score: Raw -398091.642682 + Penalty 1332.947912 = -396758.694770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90160.360000 sec): 3 clusters
  Score: Raw -396314.487141 + Penalty 2665.895824 = -393648.591317
  nChanged 1435
		SP:Iteration 1F (90160.530000 sec): 3 clusters
  Score: Raw -397209.531883 + Penalty 2665.895824 = -394543.636059
  nChanged 308
		SP:Iteration 2F (90160.700000 sec): 3 clusters
  Score: Raw -397450.264129 + Penalty 2665.895824 = -394784.368305
  nChanged 251
		SP:Iteration 3F (90160.880000 sec): 3 clusters
  Score: Raw -397615.406644 + Penalty 2665.895824 = -394949.510820
  nChanged 199
		SP:Iteration 4F (90161.040000 sec): 3 clusters
  Score: Raw -397746.836172 + Penalty 2665.895824 = -395080.940348
  nChanged 171
		SP:Iteration 5Q (90161.240000 sec): 3 clusters
  Score: Raw -397854.025825 + Penalty 2665.895824 = -395188.130001
  nChanged 142
		SP:Iteration 6Q (90161.430000 sec): 3 clusters
  Score: Raw -397943.780806 + Penalty 2665.895824 = -395277.884982
  nChanged 140
		SP:Iteration 7Q (90161.610000 sec): 3 clusters
  Score: Raw -398026.724213 + Penalty 2665.895824 = -395360.828389
  nChanged 115
		SP:Iteration 8Q (90161.790000 sec): 3 clusters
  Score: Raw -398086.646560 + Penalty 2665.895824 = -395420.750736
  nChanged 78
		SP:Iteration 9Q (90161.970000 sec): 3 clusters
  Score: Raw -398124.019744 + Penalty 2665.895824 = -395458.123919
  nChanged 65
		SP:Iteration 10Q (90162.140000 sec): 3 clusters
  Score: Raw -398153.627435 + Penalty 2665.895824 = -395487.731611
  nChanged 64
		SP:Iteration 11Q (90162.320000 sec): 3 clusters
  Score: Raw -398189.578986 + Penalty 2665.895824 = -395523.683162
  nChanged 43
		SP:Iteration 12Q (90162.530000 sec): 3 clusters
  Score: Raw -398210.896613 + Penalty 2665.895824 = -395545.000789
  nChanged 41
		SP:Iteration 13Q (90162.720000 sec): 3 clusters
  Score: Raw -398226.894801 + Penalty 2665.895824 = -395560.998977
  nChanged 28
		SP:Iteration 14Q (90162.880000 sec): 3 clusters
  Score: Raw -398240.961042 + Penalty 2665.895824 = -395575.065218
  nChanged 32
		SP:Iteration 15Q (90163.120000 sec): 3 clusters
  Score: Raw -398251.218659 + Penalty 2665.895824 = -395585.322835
  nChanged 18
		SP:Iteration 16Q (90163.280000 sec): 3 clusters
  Score: Raw -398258.083820 + Penalty 2665.895824 = -395592.187996
  nChanged 13
		SP:Iteration 17Q (90163.470000 sec): 3 clusters
  Score: Raw -398263.236919 + Penalty 2665.895824 = -395597.341095
  nChanged 17
		SP:Iteration 18Q (90163.650000 sec): 3 clusters
  Score: Raw -398270.500473 + Penalty 2665.895824 = -395604.604649
  nChanged 13
		SP:Iteration 19Q (90163.810000 sec): 3 clusters
  Score: Raw -398274.377505 + Penalty 2665.895824 = -395608.481681
  nChanged 8
		SP:Iteration 20F (90163.940000 sec): 3 clusters
  Score: Raw -398277.102650 + Penalty 2665.895824 = -395611.206826
  nChanged 7
		SP:Iteration 21Q (90164.120000 sec): 3 clusters
  Score: Raw -398279.842376 + Penalty 2665.895824 = -395613.946552
  nChanged 5
		SP:Iteration 22Q (90164.350000 sec): 3 clusters
  Score: Raw -398281.498873 + Penalty 2665.895824 = -395615.603049
  nChanged 7
		SP:Iteration 23Q (90164.520000 sec): 3 clusters
  Score: Raw -398283.541514 + Penalty 2665.895824 = -395617.645690
  nChanged 5
		SP:Iteration 24Q (90164.740000 sec): 3 clusters
  Score: Raw -398285.276041 + Penalty 2665.895824 = -395619.380217
  nChanged 5
		SP:Iteration 25Q (90164.940000 sec): 3 clusters
  Score: Raw -398287.769932 + Penalty 2665.895824 = -395621.874108
  nChanged 8
		SP:Iteration 26Q (90165.110000 sec): 3 clusters
  Score: Raw -398290.102762 + Penalty 2665.895824 = -395624.206938
  nChanged 3
		SP:Iteration 27Q (90165.260000 sec): 3 clusters
  Score: Raw -398291.224499 + Penalty 2665.895824 = -395625.328675
  nChanged 5
		SP:Iteration 28Q (90165.470000 sec): 3 clusters
  Score: Raw -398292.779097 + Penalty 2665.895824 = -395626.883273
  nChanged 5
		SP:Iteration 29Q (90165.680000 sec): 3 clusters
  Score: Raw -398294.136757 + Penalty 2665.895824 = -395628.240933
  nChanged 4
		SP:Iteration 30Q (90165.860000 sec): 3 clusters
  Score: Raw -398296.051665 + Penalty 2665.895824 = -395630.155841
  nChanged 5
		SP:Iteration 31Q (90166.060000 sec): 3 clusters
  Score: Raw -398298.024552 + Penalty 2665.895824 = -395632.128728
  nChanged 6
		SP:Iteration 32Q (90166.250000 sec): 3 clusters
  Score: Raw -398300.318119 + Penalty 2665.895824 = -395634.422295
  nChanged 7
		SP:Iteration 33Q (90166.420000 sec): 3 clusters
  Score: Raw -398302.244388 + Penalty 2665.895824 = -395636.348564
  nChanged 2
		SP:Iteration 34Q (90166.610000 sec): 3 clusters
  Score: Raw -398303.297554 + Penalty 2665.895824 = -395637.401730
  nChanged 5
		SP:Iteration 35Q (90166.820000 sec): 3 clusters
  Score: Raw -398304.761688 + Penalty 2665.895824 = -395638.865864
  nChanged 6
		SP:Iteration 36Q (90167.030000 sec): 3 clusters
  Score: Raw -398306.434391 + Penalty 2665.895824 = -395640.538567
  nChanged 4
		SP:Iteration 37Q (90167.230000 sec): 3 clusters
  Score: Raw -398307.796807 + Penalty 2665.895824 = -395641.900983
  nChanged 4
		SP:Iteration 38Q (90167.380000 sec): 3 clusters
  Score: Raw -398309.139549 + Penalty 2665.895824 = -395643.243725
  nChanged 2
		SP:Iteration 39Q (90167.620000 sec): 3 clusters
  Score: Raw -398310.182138 + Penalty 2665.895824 = -395644.286314
  nChanged 0
		SP:Iteration 40F (90167.780000 sec): 3 clusters
  Score: Raw -398310.182138 + Penalty 2665.895824 = -395644.286314
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 66 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90167.880000 sec): 2 clusters
  Score: Raw -21585.034001 + Penalty 877.201439 = -20707.832562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90168.080000 sec): 3 clusters
  Score: Raw -21716.780605 + Penalty 1754.402878 = -19962.377727
  nChanged 43
		SP:Iteration 1F (90168.220000 sec): 3 clusters
  Score: Raw -21910.807715 + Penalty 1754.402878 = -20156.404837
  nChanged 19
		SP:Iteration 2F (90168.390000 sec): 3 clusters
  Score: Raw -22027.631438 + Penalty 1754.402878 = -20273.228560
  nChanged 20
		SP:Iteration 3F (90168.550000 sec): 3 clusters
  Score: Raw -22115.770660 + Penalty 1754.402878 = -20361.367782
  nChanged 8
		SP:Iteration 4Q (90168.710000 sec): 3 clusters
  Score: Raw -22161.421958 + Penalty 1754.402878 = -20407.019080
  nChanged 10
		SP:Iteration 5Q (90168.940000 sec): 3 clusters
  Score: Raw -22229.560453 + Penalty 1754.402878 = -20475.157575
  nChanged 1
		SP:Iteration 6Q (90169.090000 sec): 3 clusters
  Score: Raw -22235.096266 + Penalty 1754.402878 = -20480.693388
  nChanged 0
		SP:Iteration 7F (90169.260000 sec): 3 clusters
  Score: Raw -22235.096266 + Penalty 1754.402878 = -20480.693388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 67 (6647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90169.400000 sec): 2 clusters
  Score: Raw -734972.183552 + Penalty 1430.312147 = -733541.871405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90169.620000 sec): 3 clusters
  Score: Raw -731412.204074 + Penalty 2860.624294 = -728551.579780
  nChanged 2745
		SP:Iteration 1F (90169.790000 sec): 3 clusters
  Score: Raw -732859.498279 + Penalty 2860.624294 = -729998.873985
  nChanged 464
		SP:Iteration 2F (90169.930000 sec): 3 clusters
  Score: Raw -733084.243310 + Penalty 2860.624294 = -730223.619016
  nChanged 344
		SP:Iteration 3F (90170.120000 sec): 3 clusters
  Score: Raw -733235.493699 + Penalty 2860.624294 = -730374.869406
  nChanged 274
		SP:Iteration 4Q (90170.350000 sec): 3 clusters
  Score: Raw -733361.090133 + Penalty 2860.624294 = -730500.465839
  nChanged 259
		SP:Iteration 5Q (90170.530000 sec): 3 clusters
  Score: Raw -733473.764209 + Penalty 2860.624294 = -730613.139915
  nChanged 219
		SP:Iteration 6Q (90170.740000 sec): 3 clusters
  Score: Raw -733561.752360 + Penalty 2860.624294 = -730701.128066
  nChanged 191
		SP:Iteration 7Q (90170.960000 sec): 3 clusters
  Score: Raw -733628.225346 + Penalty 2860.624294 = -730767.601052
  nChanged 160
		SP:Iteration 8Q (90171.160000 sec): 3 clusters
  Score: Raw -733690.904791 + Penalty 2860.624294 = -730830.280497
  nChanged 161
		SP:Iteration 9Q (90171.350000 sec): 3 clusters
  Score: Raw -733754.485626 + Penalty 2860.624294 = -730893.861333
  nChanged 154
		SP:Iteration 10Q (90171.570000 sec): 3 clusters
  Score: Raw -733820.803893 + Penalty 2860.624294 = -730960.179600
  nChanged 138
		SP:Iteration 11Q (90171.740000 sec): 3 clusters
  Score: Raw -733886.769722 + Penalty 2860.624294 = -731026.145429
  nChanged 151
		SP:Iteration 12Q (90171.950000 sec): 3 clusters
  Score: Raw -733968.535569 + Penalty 2860.624294 = -731107.911275
  nChanged 175
		SP:Iteration 13Q (90172.170000 sec): 3 clusters
  Score: Raw -734072.273863 + Penalty 2860.624294 = -731211.649569
  nChanged 190
		SP:Iteration 14Q (90172.420000 sec): 3 clusters
  Score: Raw -734198.873456 + Penalty 2860.624294 = -731338.249162
  nChanged 218
		SP:Iteration 15Q (90172.620000 sec): 3 clusters
  Score: Raw -734355.224525 + Penalty 2860.624294 = -731494.600231
  nChanged 243
		SP:Iteration 16Q (90172.800000 sec): 3 clusters
  Score: Raw -734518.472038 + Penalty 2860.624294 = -731657.847744
  nChanged 243
		SP:Iteration 17Q (90173.000000 sec): 3 clusters
  Score: Raw -734693.689911 + Penalty 2860.624294 = -731833.065618
  nChanged 226
		SP:Iteration 18Q (90173.200000 sec): 3 clusters
  Score: Raw -734839.519950 + Penalty 2860.624294 = -731978.895656
  nChanged 177
		SP:Iteration 19Q (90173.430000 sec): 3 clusters
  Score: Raw -734946.590684 + Penalty 2860.624294 = -732085.966390
  nChanged 149
		SP:Iteration 20F (90173.630000 sec): 3 clusters
  Score: Raw -735034.858624 + Penalty 2860.624294 = -732174.234330
  nChanged 140
		SP:Iteration 21Q (90173.870000 sec): 3 clusters
  Score: Raw -735133.145067 + Penalty 2860.624294 = -732272.520773
  nChanged 136
		SP:Iteration 22Q (90174.060000 sec): 3 clusters
  Score: Raw -735243.036001 + Penalty 2860.624294 = -732382.411707
  nChanged 136
		SP:Iteration 23Q (90174.250000 sec): 3 clusters
  Score: Raw -735361.140819 + Penalty 2860.624294 = -732500.516525
  nChanged 135
		SP:Iteration 24Q (90174.430000 sec): 3 clusters
  Score: Raw -735483.287760 + Penalty 2860.624294 = -732622.663466
  nChanged 131
		SP:Iteration 25Q (90174.650000 sec): 3 clusters
  Score: Raw -735600.061778 + Penalty 2860.624294 = -732739.437485
  nChanged 121
		SP:Iteration 26Q (90174.820000 sec): 3 clusters
  Score: Raw -735692.059439 + Penalty 2860.624294 = -732831.435145
  nChanged 98
		SP:Iteration 27Q (90174.970000 sec): 3 clusters
  Score: Raw -735750.396201 + Penalty 2860.624294 = -732889.771908
  nChanged 68
		SP:Iteration 28Q (90175.150000 sec): 3 clusters
  Score: Raw -735782.870966 + Penalty 2860.624294 = -732922.246672
  nChanged 51
		SP:Iteration 29Q (90175.300000 sec): 3 clusters
  Score: Raw -735801.806469 + Penalty 2860.624294 = -732941.182175
  nChanged 29
		SP:Iteration 30Q (90175.440000 sec): 3 clusters
  Score: Raw -735813.874267 + Penalty 2860.624294 = -732953.249973
  nChanged 28
		SP:Iteration 31Q (90175.620000 sec): 3 clusters
  Score: Raw -735824.839871 + Penalty 2860.624294 = -732964.215577
  nChanged 31
		SP:Iteration 32Q (90175.850000 sec): 3 clusters
  Score: Raw -735836.425795 + Penalty 2860.624294 = -732975.801501
  nChanged 19
		SP:Iteration 33Q (90176.020000 sec): 3 clusters
  Score: Raw -735841.755208 + Penalty 2860.624294 = -732981.130914
  nChanged 13
		SP:Iteration 34Q (90176.240000 sec): 3 clusters
  Score: Raw -735845.394606 + Penalty 2860.624294 = -732984.770312
  nChanged 10
		SP:Iteration 35Q (90176.350000 sec): 3 clusters
  Score: Raw -735847.614512 + Penalty 2860.624294 = -732986.990218
  nChanged 5
		SP:Iteration 36Q (90176.600000 sec): 3 clusters
  Score: Raw -735848.980057 + Penalty 2860.624294 = -732988.355763
  nChanged 8
		SP:Iteration 37Q (90176.830000 sec): 3 clusters
  Score: Raw -735850.244371 + Penalty 2860.624294 = -732989.620077
  nChanged 3
		SP:Iteration 38Q (90177.010000 sec): 3 clusters
  Score: Raw -735850.741582 + Penalty 2860.624294 = -732990.117288
  nChanged 4
		SP:Iteration 39Q (90177.210000 sec): 3 clusters
  Score: Raw -735851.697444 + Penalty 2860.624294 = -732991.073150
  nChanged 3
		SP:Iteration 40F (90177.370000 sec): 3 clusters
  Score: Raw -735852.148267 + Penalty 2860.624294 = -732991.523974
  nChanged 1
		SP:Iteration 41Q (90177.570000 sec): 3 clusters
  Score: Raw -735852.319065 + Penalty 2860.624294 = -732991.694771
  nChanged 1
		SP:Iteration 42Q (90177.820000 sec): 3 clusters
  Score: Raw -735852.574307 + Penalty 2860.624294 = -732991.950013
  nChanged 2
		SP:Iteration 43Q (90177.980000 sec): 3 clusters
  Score: Raw -735852.982118 + Penalty 2860.624294 = -732992.357824
  nChanged 1
		SP:Iteration 44Q (90178.210000 sec): 3 clusters
  Score: Raw -735853.234678 + Penalty 2860.624294 = -732992.610384
  nChanged 4
		SP:Iteration 45Q (90178.390000 sec): 3 clusters
  Score: Raw -735854.112338 + Penalty 2860.624294 = -732993.488044
  nChanged 1
		SP:Iteration 46Q (90178.600000 sec): 3 clusters
  Score: Raw -735854.422178 + Penalty 2860.624294 = -732993.797884
  nChanged 1
		SP:Iteration 47Q (90178.770000 sec): 3 clusters
  Score: Raw -735854.620786 + Penalty 2860.624294 = -732993.996493
  nChanged 1
		SP:Iteration 48Q (90179.000000 sec): 3 clusters
  Score: Raw -735854.790063 + Penalty 2860.624294 = -732994.165769
  nChanged 1
		SP:Iteration 49Q (90179.170000 sec): 3 clusters
  Score: Raw -735854.991790 + Penalty 2860.624294 = -732994.367496
  nChanged 0
		SP:Iteration 50F (90179.370000 sec): 3 clusters
  Score: Raw -735854.991790 + Penalty 2860.624294 = -732994.367496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 68 (2657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90179.480000 sec): 2 clusters
  Score: Raw -255769.891581 + Penalty 1281.304854 = -254488.586727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90179.680000 sec): 3 clusters
  Score: Raw -254608.133654 + Penalty 2562.609707 = -252045.523947
  nChanged 1041
		SP:Iteration 1F (90179.860000 sec): 3 clusters
  Score: Raw -255299.350212 + Penalty 2562.609707 = -252736.740505
  nChanged 245
		SP:Iteration 2F (90180.060000 sec): 3 clusters
  Score: Raw -255494.205477 + Penalty 2562.609707 = -252931.595770
  nChanged 155
		SP:Iteration 3F (90180.200000 sec): 3 clusters
  Score: Raw -255630.129131 + Penalty 2562.609707 = -253067.519423
  nChanged 124
		SP:Iteration 4Q (90180.390000 sec): 3 clusters
  Score: Raw -255748.706057 + Penalty 2562.609707 = -253186.096349
  nChanged 116
		SP:Iteration 5Q (90180.500000 sec): 3 clusters
  Score: Raw -255855.424394 + Penalty 2562.609707 = -253292.814687
  nChanged 101
		SP:Iteration 6Q (90180.650000 sec): 3 clusters
  Score: Raw -255939.746096 + Penalty 2562.609707 = -253377.136388
  nChanged 86
		SP:Iteration 7Q (90180.810000 sec): 3 clusters
  Score: Raw -256010.339096 + Penalty 2562.609707 = -253447.729389
  nChanged 82
		SP:Iteration 8Q (90180.930000 sec): 3 clusters
  Score: Raw -256071.776556 + Penalty 2562.609707 = -253509.166849
  nChanged 81
		SP:Iteration 9Q (90181.120000 sec): 3 clusters
  Score: Raw -256135.491028 + Penalty 2562.609707 = -253572.881321
  nChanged 74
		SP:Iteration 10Q (90181.280000 sec): 3 clusters
  Score: Raw -256179.056921 + Penalty 2562.609707 = -253616.447214
  nChanged 48
		SP:Iteration 11Q (90181.440000 sec): 3 clusters
  Score: Raw -256208.056970 + Penalty 2562.609707 = -253645.447263
  nChanged 35
		SP:Iteration 12Q (90181.660000 sec): 3 clusters
  Score: Raw -256230.494312 + Penalty 2562.609707 = -253667.884605
  nChanged 34
		SP:Iteration 13Q (90181.820000 sec): 3 clusters
  Score: Raw -256253.888055 + Penalty 2562.609707 = -253691.278348
  nChanged 23
		SP:Iteration 14Q (90181.990000 sec): 3 clusters
  Score: Raw -256268.153210 + Penalty 2562.609707 = -253705.543502
  nChanged 19
		SP:Iteration 15Q (90182.160000 sec): 3 clusters
  Score: Raw -256277.559380 + Penalty 2562.609707 = -253714.949673
  nChanged 15
		SP:Iteration 16Q (90182.350000 sec): 3 clusters
  Score: Raw -256283.958801 + Penalty 2562.609707 = -253721.349094
  nChanged 15
		SP:Iteration 17Q (90182.530000 sec): 3 clusters
  Score: Raw -256291.739465 + Penalty 2562.609707 = -253729.129758
  nChanged 11
		SP:Iteration 18Q (90182.740000 sec): 3 clusters
  Score: Raw -256298.039960 + Penalty 2562.609707 = -253735.430252
  nChanged 14
		SP:Iteration 19Q (90182.890000 sec): 3 clusters
  Score: Raw -256304.798884 + Penalty 2562.609707 = -253742.189176
  nChanged 13
		SP:Iteration 20F (90183.110000 sec): 3 clusters
  Score: Raw -256309.697690 + Penalty 2562.609707 = -253747.087983
  nChanged 7
		SP:Iteration 21Q (90183.250000 sec): 3 clusters
  Score: Raw -256311.548055 + Penalty 2562.609707 = -253748.938348
  nChanged 4
		SP:Iteration 22Q (90183.430000 sec): 3 clusters
  Score: Raw -256312.619232 + Penalty 2562.609707 = -253750.009524
  nChanged 3
		SP:Iteration 23Q (90183.610000 sec): 3 clusters
  Score: Raw -256313.290988 + Penalty 2562.609707 = -253750.681280
  nChanged 0
		SP:Iteration 24F (90183.810000 sec): 3 clusters
  Score: Raw -256313.290988 + Penalty 2562.609707 = -253750.681280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90183.910000 sec): 2 clusters
  Score: Raw -24285.695541 + Penalty 893.289837 = -23392.405704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90184.050000 sec): 3 clusters
  Score: Raw -24518.124362 + Penalty 1786.579673 = -22731.544689
  nChanged 58
		SP:Iteration 1F (90184.250000 sec): 3 clusters
  Score: Raw -24696.880414 + Penalty 1786.579673 = -22910.300741
  nChanged 8
		SP:Iteration 2Q (90184.430000 sec): 3 clusters
  Score: Raw -24728.586810 + Penalty 1786.579673 = -22942.007136
  nChanged 7
		SP:Iteration 3Q (90184.570000 sec): 3 clusters
  Score: Raw -24756.077429 + Penalty 1786.579673 = -22969.497756
  nChanged 4
		SP:Iteration 4Q (90184.750000 sec): 3 clusters
  Score: Raw -24766.671299 + Penalty 1786.579673 = -22980.091626
  nChanged 0
		SP:Iteration 5F (90184.940000 sec): 3 clusters
  Score: Raw -24766.671299 + Penalty 1786.579673 = -22980.091626
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 70 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90185.010000 sec): 2 clusters
  Score: Raw -303421.009882 + Penalty 1288.131576 = -302132.878306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90185.160000 sec): 3 clusters
  Score: Raw -302156.110493 + Penalty 2576.263152 = -299579.847341
  nChanged 1004
		SP:Iteration 1F (90185.320000 sec): 3 clusters
  Score: Raw -302780.374856 + Penalty 2576.263152 = -300204.111704
  nChanged 210
		SP:Iteration 2F (90185.470000 sec): 3 clusters
  Score: Raw -302913.651464 + Penalty 2576.263152 = -300337.388312
  nChanged 123
		SP:Iteration 3Q (90185.670000 sec): 3 clusters
  Score: Raw -302991.487683 + Penalty 2576.263152 = -300415.224531
  nChanged 101
		SP:Iteration 4Q (90185.850000 sec): 3 clusters
  Score: Raw -303059.159169 + Penalty 2576.263152 = -300482.896017
  nChanged 86
		SP:Iteration 5Q (90186.030000 sec): 3 clusters
  Score: Raw -303103.026038 + Penalty 2576.263152 = -300526.762886
  nChanged 68
		SP:Iteration 6Q (90186.200000 sec): 3 clusters
  Score: Raw -303140.259478 + Penalty 2576.263152 = -300563.996326
  nChanged 65
		SP:Iteration 7Q (90186.400000 sec): 3 clusters
  Score: Raw -303169.333635 + Penalty 2576.263152 = -300593.070483
  nChanged 53
		SP:Iteration 8Q (90186.570000 sec): 3 clusters
  Score: Raw -303193.752456 + Penalty 2576.263152 = -300617.489304
  nChanged 38
		SP:Iteration 9Q (90186.700000 sec): 3 clusters
  Score: Raw -303211.735147 + Penalty 2576.263152 = -300635.471995
  nChanged 20
		SP:Iteration 10Q (90186.880000 sec): 3 clusters
  Score: Raw -303221.649563 + Penalty 2576.263152 = -300645.386411
  nChanged 23
		SP:Iteration 11Q (90187.090000 sec): 3 clusters
  Score: Raw -303229.742085 + Penalty 2576.263152 = -300653.478933
  nChanged 19
		SP:Iteration 12Q (90187.280000 sec): 3 clusters
  Score: Raw -303238.621095 + Penalty 2576.263152 = -300662.357942
  nChanged 18
		SP:Iteration 13Q (90187.420000 sec): 3 clusters
  Score: Raw -303246.890626 + Penalty 2576.263152 = -300670.627474
  nChanged 19
		SP:Iteration 14Q (90187.620000 sec): 3 clusters
  Score: Raw -303255.176532 + Penalty 2576.263152 = -300678.913380
  nChanged 16
		SP:Iteration 15Q (90187.800000 sec): 3 clusters
  Score: Raw -303260.474874 + Penalty 2576.263152 = -300684.211722
  nChanged 18
		SP:Iteration 16Q (90187.990000 sec): 3 clusters
  Score: Raw -303266.957511 + Penalty 2576.263152 = -300690.694359
  nChanged 14
		SP:Iteration 17Q (90188.160000 sec): 3 clusters
  Score: Raw -303272.643990 + Penalty 2576.263152 = -300696.380838
  nChanged 12
		SP:Iteration 18Q (90188.370000 sec): 3 clusters
  Score: Raw -303277.403499 + Penalty 2576.263152 = -300701.140347
  nChanged 11
		SP:Iteration 19Q (90188.520000 sec): 3 clusters
  Score: Raw -303281.302009 + Penalty 2576.263152 = -300705.038857
  nChanged 11
		SP:Iteration 20F (90188.730000 sec): 3 clusters
  Score: Raw -303284.648255 + Penalty 2576.263152 = -300708.385103
  nChanged 12
		SP:Iteration 21Q (90188.870000 sec): 3 clusters
  Score: Raw -303290.557045 + Penalty 2576.263152 = -300714.293893
  nChanged 11
		SP:Iteration 22Q (90189.050000 sec): 3 clusters
  Score: Raw -303294.623756 + Penalty 2576.263152 = -300718.360604
  nChanged 11
		SP:Iteration 23Q (90189.240000 sec): 3 clusters
  Score: Raw -303298.477525 + Penalty 2576.263152 = -300722.214373
  nChanged 9
		SP:Iteration 24Q (90189.400000 sec): 3 clusters
  Score: Raw -303303.518759 + Penalty 2576.263152 = -300727.255607
  nChanged 13
		SP:Iteration 25Q (90189.610000 sec): 3 clusters
  Score: Raw -303309.640001 + Penalty 2576.263152 = -300733.376849
  nChanged 13
		SP:Iteration 26Q (90189.740000 sec): 3 clusters
  Score: Raw -303314.970837 + Penalty 2576.263152 = -300738.707685
  nChanged 15
		SP:Iteration 27Q (90189.920000 sec): 3 clusters
  Score: Raw -303320.479075 + Penalty 2576.263152 = -300744.215923
  nChanged 10
		SP:Iteration 28Q (90190.120000 sec): 3 clusters
  Score: Raw -303323.336309 + Penalty 2576.263152 = -300747.073157
  nChanged 10
		SP:Iteration 29Q (90190.320000 sec): 3 clusters
  Score: Raw -303327.101653 + Penalty 2576.263152 = -300750.838501
  nChanged 11
		SP:Iteration 30Q (90190.480000 sec): 3 clusters
  Score: Raw -303330.337166 + Penalty 2576.263152 = -300754.074013
  nChanged 9
		SP:Iteration 31Q (90190.660000 sec): 3 clusters
  Score: Raw -303332.746714 + Penalty 2576.263152 = -300756.483562
  nChanged 6
		SP:Iteration 32Q (90190.850000 sec): 3 clusters
  Score: Raw -303334.394735 + Penalty 2576.263152 = -300758.131583
  nChanged 5
		SP:Iteration 33Q (90191.060000 sec): 3 clusters
  Score: Raw -303336.440601 + Penalty 2576.263152 = -300760.177449
  nChanged 3
		SP:Iteration 34Q (90191.230000 sec): 3 clusters
  Score: Raw -303337.273361 + Penalty 2576.263152 = -300761.010209
  nChanged 4
		SP:Iteration 35Q (90191.420000 sec): 3 clusters
  Score: Raw -303338.326407 + Penalty 2576.263152 = -300762.063255
  nChanged 3
		SP:Iteration 36Q (90191.610000 sec): 3 clusters
  Score: Raw -303338.889430 + Penalty 2576.263152 = -300762.626278
  nChanged 1
		SP:Iteration 37Q (90191.770000 sec): 3 clusters
  Score: Raw -303339.063401 + Penalty 2576.263152 = -300762.800249
  nChanged 3
		SP:Iteration 38Q (90191.970000 sec): 3 clusters
  Score: Raw -303340.842552 + Penalty 2576.263152 = -300764.579400
  nChanged 5
		SP:Iteration 39Q (90192.150000 sec): 3 clusters
  Score: Raw -303342.792985 + Penalty 2576.263152 = -300766.529833
  nChanged 4
		SP:Iteration 40F (90192.340000 sec): 3 clusters
  Score: Raw -303343.937546 + Penalty 2576.263152 = -300767.674394
  nChanged 1
		SP:Iteration 41Q (90192.520000 sec): 3 clusters
  Score: Raw -303344.009402 + Penalty 2576.263152 = -300767.746250
  nChanged 1
		SP:Iteration 42Q (90192.670000 sec): 3 clusters
  Score: Raw -303344.224848 + Penalty 2576.263152 = -300767.961696
  nChanged 1
		SP:Iteration 43Q (90192.890000 sec): 3 clusters
  Score: Raw -303344.974789 + Penalty 2576.263152 = -300768.711637
  nChanged 1
		SP:Iteration 44Q (90193.080000 sec): 3 clusters
  Score: Raw -303345.104580 + Penalty 2576.263152 = -300768.841428
  nChanged 1
		SP:Iteration 45Q (90193.230000 sec): 3 clusters
  Score: Raw -303345.487466 + Penalty 2576.263152 = -300769.224314
  nChanged 1
		SP:Iteration 46Q (90193.390000 sec): 3 clusters
  Score: Raw -303346.449869 + Penalty 2576.263152 = -300770.186717
  nChanged 2
		SP:Iteration 47Q (90193.600000 sec): 3 clusters
  Score: Raw -303347.542520 + Penalty 2576.263152 = -300771.279368
  nChanged 3
		SP:Iteration 48Q (90193.770000 sec): 3 clusters
  Score: Raw -303348.068273 + Penalty 2576.263152 = -300771.805121
  nChanged 0
		SP:Iteration 49F (90193.950000 sec): 3 clusters
  Score: Raw -303348.068273 + Penalty 2576.263152 = -300771.805121
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 71 (7962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90194.060000 sec): 2 clusters
  Score: Raw -838845.067150 + Penalty 1459.645769 = -837385.421381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90194.290000 sec): 3 clusters
  Score: Raw -834376.742120 + Penalty 2919.291539 = -831457.450581
  nChanged 3415
		SP:Iteration 1F (90194.490000 sec): 3 clusters
  Score: Raw -836201.428442 + Penalty 2919.291539 = -833282.136903
  nChanged 502
		SP:Iteration 2F (90194.740000 sec): 3 clusters
  Score: Raw -836422.088731 + Penalty 2919.291539 = -833502.797193
  nChanged 409
		SP:Iteration 3F (90194.930000 sec): 3 clusters
  Score: Raw -836595.183648 + Penalty 2919.291539 = -833675.892110
  nChanged 330
		SP:Iteration 4Q (90195.130000 sec): 3 clusters
  Score: Raw -836745.946537 + Penalty 2919.291539 = -833826.654999
  nChanged 317
		SP:Iteration 5Q (90195.350000 sec): 3 clusters
  Score: Raw -836906.943428 + Penalty 2919.291539 = -833987.651890
  nChanged 363
		SP:Iteration 6Q (90195.510000 sec): 3 clusters
  Score: Raw -837126.603570 + Penalty 2919.291539 = -834207.312032
  nChanged 411
		SP:Iteration 7F (90195.730000 sec): 3 clusters
  Score: Raw -837409.345705 + Penalty 2919.291539 = -834490.054167
  nChanged 415
		SP:Iteration 8F (90195.910000 sec): 3 clusters
  Score: Raw -837721.343725 + Penalty 2919.291539 = -834802.052187
  nChanged 414
		SP:Iteration 9F (90196.160000 sec): 3 clusters
  Score: Raw -838053.791499 + Penalty 2919.291539 = -835134.499960
  nChanged 364
		SP:Iteration 10Q (90196.370000 sec): 3 clusters
  Score: Raw -838364.819186 + Penalty 2919.291539 = -835445.527647
  nChanged 306
		SP:Iteration 11Q (90196.600000 sec): 3 clusters
  Score: Raw -838616.265900 + Penalty 2919.291539 = -835696.974362
  nChanged 231
		SP:Iteration 12Q (90196.820000 sec): 3 clusters
  Score: Raw -838794.634562 + Penalty 2919.291539 = -835875.343024
  nChanged 138
		SP:Iteration 13Q (90197.010000 sec): 3 clusters
  Score: Raw -838902.503247 + Penalty 2919.291539 = -835983.211708
  nChanged 97
		SP:Iteration 14Q (90197.230000 sec): 3 clusters
  Score: Raw -838974.082311 + Penalty 2919.291539 = -836054.790773
  nChanged 68
		SP:Iteration 15Q (90197.450000 sec): 3 clusters
  Score: Raw -839026.970908 + Penalty 2919.291539 = -836107.679369
  nChanged 47
		SP:Iteration 16Q (90197.650000 sec): 3 clusters
  Score: Raw -839068.197566 + Penalty 2919.291539 = -836148.906027
  nChanged 40
		SP:Iteration 17Q (90197.860000 sec): 3 clusters
  Score: Raw -839098.407689 + Penalty 2919.291539 = -836179.116150
  nChanged 31
		SP:Iteration 18Q (90198.100000 sec): 3 clusters
  Score: Raw -839125.799431 + Penalty 2919.291539 = -836206.507893
  nChanged 33
		SP:Iteration 19Q (90198.260000 sec): 3 clusters
  Score: Raw -839150.530097 + Penalty 2919.291539 = -836231.238558
  nChanged 20
		SP:Iteration 20F (90198.470000 sec): 3 clusters
  Score: Raw -839166.649383 + Penalty 2919.291539 = -836247.357845
  nChanged 20
		SP:Iteration 21Q (90198.670000 sec): 3 clusters
  Score: Raw -839178.258785 + Penalty 2919.291539 = -836258.967246
  nChanged 8
		SP:Iteration 22Q (90198.860000 sec): 3 clusters
  Score: Raw -839182.378158 + Penalty 2919.291539 = -836263.086619
  nChanged 10
		SP:Iteration 23Q (90199.050000 sec): 3 clusters
  Score: Raw -839190.268383 + Penalty 2919.291539 = -836270.976844
  nChanged 4
		SP:Iteration 24Q (90199.260000 sec): 3 clusters
  Score: Raw -839194.754865 + Penalty 2919.291539 = -836275.463326
  nChanged 6
		SP:Iteration 25Q (90199.450000 sec): 3 clusters
  Score: Raw -839198.104643 + Penalty 2919.291539 = -836278.813105
  nChanged 2
		SP:Iteration 26Q (90199.630000 sec): 3 clusters
  Score: Raw -839199.991797 + Penalty 2919.291539 = -836280.700258
  nChanged 1
		SP:Iteration 27Q (90199.830000 sec): 3 clusters
  Score: Raw -839200.510898 + Penalty 2919.291539 = -836281.219359
  nChanged 0
		SP:Iteration 28F (90200.040000 sec): 3 clusters
  Score: Raw -839200.510898 + Penalty 2919.291539 = -836281.219359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 72 (15357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90200.220000 sec): 2 clusters
  Score: Raw -1585493.366876 + Penalty 1566.390585 = -1583926.976292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90200.470000 sec): 3 clusters
  Score: Raw -1576402.943656 + Penalty 3132.781169 = -1573270.162487
  nChanged 6880
		SP:Iteration 1F (90200.700000 sec): 3 clusters
  Score: Raw -1580305.990596 + Penalty 3132.781169 = -1577173.209427
  nChanged 917
		SP:Iteration 2F (90200.960000 sec): 3 clusters
  Score: Raw -1580728.771464 + Penalty 3132.781169 = -1577595.990294
  nChanged 886
		SP:Iteration 3F (90201.160000 sec): 3 clusters
  Score: Raw -1581171.699999 + Penalty 3132.781169 = -1578038.918830
  nChanged 860
		SP:Iteration 4F (90201.420000 sec): 3 clusters
  Score: Raw -1581643.328469 + Penalty 3132.781169 = -1578510.547299
  nChanged 836
		SP:Iteration 5F (90201.670000 sec): 3 clusters
  Score: Raw -1582160.470515 + Penalty 3132.781169 = -1579027.689346
  nChanged 791
		SP:Iteration 6F (90201.890000 sec): 3 clusters
  Score: Raw -1582689.278285 + Penalty 3132.781169 = -1579556.497116
  nChanged 697
		SP:Iteration 7Q (90202.180000 sec): 3 clusters
  Score: Raw -1583183.959204 + Penalty 3132.781169 = -1580051.178034
  nChanged 653
		SP:Iteration 8Q (90202.390000 sec): 3 clusters
  Score: Raw -1583634.230237 + Penalty 3132.781169 = -1580501.449068
  nChanged 576
		SP:Iteration 9Q (90202.640000 sec): 3 clusters
  Score: Raw -1584026.418853 + Penalty 3132.781169 = -1580893.637684
  nChanged 496
		SP:Iteration 10Q (90202.900000 sec): 3 clusters
  Score: Raw -1584344.239333 + Penalty 3132.781169 = -1581211.458163
  nChanged 380
		SP:Iteration 11Q (90203.080000 sec): 3 clusters
  Score: Raw -1584560.999381 + Penalty 3132.781169 = -1581428.218212
  nChanged 323
		SP:Iteration 12Q (90203.340000 sec): 3 clusters
  Score: Raw -1584725.490840 + Penalty 3132.781169 = -1581592.709670
  nChanged 280
		SP:Iteration 13Q (90203.520000 sec): 3 clusters
  Score: Raw -1584893.114102 + Penalty 3132.781169 = -1581760.332933
  nChanged 275
		SP:Iteration 14Q (90203.750000 sec): 3 clusters
  Score: Raw -1585057.490099 + Penalty 3132.781169 = -1581924.708930
  nChanged 238
		SP:Iteration 15Q (90203.990000 sec): 3 clusters
  Score: Raw -1585196.126534 + Penalty 3132.781169 = -1582063.345365
  nChanged 212
		SP:Iteration 16Q (90204.250000 sec): 3 clusters
  Score: Raw -1585314.584333 + Penalty 3132.781169 = -1582181.803164
  nChanged 179
		SP:Iteration 17Q (90204.520000 sec): 3 clusters
  Score: Raw -1585428.865530 + Penalty 3132.781169 = -1582296.084360
  nChanged 152
		SP:Iteration 18Q (90204.750000 sec): 3 clusters
  Score: Raw -1585533.066297 + Penalty 3132.781169 = -1582400.285128
  nChanged 125
		SP:Iteration 19Q (90205.000000 sec): 3 clusters
  Score: Raw -1585617.662426 + Penalty 3132.781169 = -1582484.881256
  nChanged 130
		SP:Iteration 20F (90205.290000 sec): 3 clusters
  Score: Raw -1585704.274214 + Penalty 3132.781169 = -1582571.493045
  nChanged 111
		SP:Iteration 21Q (90205.590000 sec): 3 clusters
  Score: Raw -1585785.643116 + Penalty 3132.781169 = -1582652.861947
  nChanged 96
		SP:Iteration 22Q (90205.830000 sec): 3 clusters
  Score: Raw -1585860.217657 + Penalty 3132.781169 = -1582727.436488
  nChanged 94
		SP:Iteration 23Q (90206.080000 sec): 3 clusters
  Score: Raw -1585947.355564 + Penalty 3132.781169 = -1582814.574394
  nChanged 83
		SP:Iteration 24Q (90206.310000 sec): 3 clusters
  Score: Raw -1586029.908082 + Penalty 3132.781169 = -1582897.126912
  nChanged 82
		SP:Iteration 25Q (90206.570000 sec): 3 clusters
  Score: Raw -1586093.060658 + Penalty 3132.781169 = -1582960.279489
  nChanged 59
		SP:Iteration 26Q (90206.770000 sec): 3 clusters
  Score: Raw -1586132.705557 + Penalty 3132.781169 = -1582999.924388
  nChanged 55
		SP:Iteration 27Q (90207.040000 sec): 3 clusters
  Score: Raw -1586168.197432 + Penalty 3132.781169 = -1583035.416263
  nChanged 40
		SP:Iteration 28Q (90207.290000 sec): 3 clusters
  Score: Raw -1586190.590427 + Penalty 3132.781169 = -1583057.809258
  nChanged 31
		SP:Iteration 29Q (90207.520000 sec): 3 clusters
  Score: Raw -1586202.774157 + Penalty 3132.781169 = -1583069.992987
  nChanged 16
		SP:Iteration 30Q (90207.760000 sec): 3 clusters
  Score: Raw -1586207.732364 + Penalty 3132.781169 = -1583074.951195
  nChanged 12
		SP:Iteration 31Q (90207.970000 sec): 3 clusters
  Score: Raw -1586212.998044 + Penalty 3132.781169 = -1583080.216874
  nChanged 14
		SP:Iteration 32Q (90208.220000 sec): 3 clusters
  Score: Raw -1586216.701463 + Penalty 3132.781169 = -1583083.920294
  nChanged 8
		SP:Iteration 33Q (90208.450000 sec): 3 clusters
  Score: Raw -1586218.636377 + Penalty 3132.781169 = -1583085.855208
  nChanged 7
		SP:Iteration 34Q (90208.700000 sec): 3 clusters
  Score: Raw -1586221.367801 + Penalty 3132.781169 = -1583088.586631
  nChanged 10
		SP:Iteration 35Q (90208.910000 sec): 3 clusters
  Score: Raw -1586224.020941 + Penalty 3132.781169 = -1583091.239772
  nChanged 7
		SP:Iteration 36Q (90209.180000 sec): 3 clusters
  Score: Raw -1586225.975650 + Penalty 3132.781169 = -1583093.194480
  nChanged 7
		SP:Iteration 37Q (90209.400000 sec): 3 clusters
  Score: Raw -1586228.115865 + Penalty 3132.781169 = -1583095.334696
  nChanged 7
		SP:Iteration 38Q (90209.660000 sec): 3 clusters
  Score: Raw -1586230.247859 + Penalty 3132.781169 = -1583097.466690
  nChanged 10
		SP:Iteration 39Q (90209.890000 sec): 3 clusters
  Score: Raw -1586233.851849 + Penalty 3132.781169 = -1583101.070680
  nChanged 8
		SP:Iteration 40F (90210.170000 sec): 3 clusters
  Score: Raw -1586236.183082 + Penalty 3132.781169 = -1583103.401913
  nChanged 8
		SP:Iteration 41Q (90210.430000 sec): 3 clusters
  Score: Raw -1586238.498618 + Penalty 3132.781169 = -1583105.717448
  nChanged 5
		SP:Iteration 42Q (90210.660000 sec): 3 clusters
  Score: Raw -1586239.500489 + Penalty 3132.781169 = -1583106.719320
  nChanged 3
		SP:Iteration 43Q (90210.930000 sec): 3 clusters
  Score: Raw -1586240.835285 + Penalty 3132.781169 = -1583108.054115
  nChanged 4
		SP:Iteration 44Q (90211.170000 sec): 3 clusters
  Score: Raw -1586242.069711 + Penalty 3132.781169 = -1583109.288541
  nChanged 3
		SP:Iteration 45Q (90211.440000 sec): 3 clusters
  Score: Raw -1586243.095334 + Penalty 3132.781169 = -1583110.314165
  nChanged 1
		SP:Iteration 46Q (90211.720000 sec): 3 clusters
  Score: Raw -1586243.355867 + Penalty 3132.781169 = -1583110.574697
  nChanged 1
		SP:Iteration 47Q (90211.950000 sec): 3 clusters
  Score: Raw -1586243.931296 + Penalty 3132.781169 = -1583111.150126
  nChanged 2
		SP:Iteration 48Q (90212.210000 sec): 3 clusters
  Score: Raw -1586244.478811 + Penalty 3132.781169 = -1583111.697642
  nChanged 0
		SP:Iteration 49F (90212.520000 sec): 3 clusters
  Score: Raw -1586244.478811 + Penalty 3132.781169 = -1583111.697642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 73 (1900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90212.610000 sec): 2 clusters
  Score: Raw -177886.020289 + Penalty 1226.811489 = -176659.208800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90212.840000 sec): 3 clusters
  Score: Raw -177123.839186 + Penalty 2453.622979 = -174670.216208
  nChanged 662
		SP:Iteration 1F (90213.020000 sec): 3 clusters
  Score: Raw -177666.254779 + Penalty 2453.622979 = -175212.631800
  nChanged 184
		SP:Iteration 2F (90213.160000 sec): 3 clusters
  Score: Raw -177880.475529 + Penalty 2453.622979 = -175426.852550
  nChanged 128
		SP:Iteration 3F (90213.300000 sec): 3 clusters
  Score: Raw -178045.574794 + Penalty 2453.622979 = -175591.951815
  nChanged 100
		SP:Iteration 4F (90213.490000 sec): 3 clusters
  Score: Raw -178203.117459 + Penalty 2453.622979 = -175749.494480
  nChanged 106
		SP:Iteration 5F (90213.680000 sec): 3 clusters
  Score: Raw -178332.498658 + Penalty 2453.622979 = -175878.875679
  nChanged 95
		SP:Iteration 6Q (90213.860000 sec): 3 clusters
  Score: Raw -178450.512872 + Penalty 2453.622979 = -175996.889894
  nChanged 75
		SP:Iteration 7Q (90214.070000 sec): 3 clusters
  Score: Raw -178540.437147 + Penalty 2453.622979 = -176086.814168
  nChanged 53
		SP:Iteration 8Q (90214.250000 sec): 3 clusters
  Score: Raw -178589.439727 + Penalty 2453.622979 = -176135.816749
  nChanged 39
		SP:Iteration 9Q (90214.420000 sec): 3 clusters
  Score: Raw -178622.531434 + Penalty 2453.622979 = -176168.908455
  nChanged 29
		SP:Iteration 10Q (90214.610000 sec): 3 clusters
  Score: Raw -178652.818746 + Penalty 2453.622979 = -176199.195767
  nChanged 22
		SP:Iteration 11Q (90214.810000 sec): 3 clusters
  Score: Raw -178672.717745 + Penalty 2453.622979 = -176219.094767
  nChanged 13
		SP:Iteration 12Q (90214.990000 sec): 3 clusters
  Score: Raw -178681.878327 + Penalty 2453.622979 = -176228.255348
  nChanged 5
		SP:Iteration 13Q (90215.180000 sec): 3 clusters
  Score: Raw -178684.713083 + Penalty 2453.622979 = -176231.090104
  nChanged 4
		SP:Iteration 14Q (90215.360000 sec): 3 clusters
  Score: Raw -178685.964502 + Penalty 2453.622979 = -176232.341523
  nChanged 3
		SP:Iteration 15Q (90215.550000 sec): 3 clusters
  Score: Raw -178687.851605 + Penalty 2453.622979 = -176234.228627
  nChanged 7
		SP:Iteration 16Q (90215.730000 sec): 3 clusters
  Score: Raw -178691.073636 + Penalty 2453.622979 = -176237.450657
  nChanged 3
		SP:Iteration 17Q (90215.910000 sec): 3 clusters
  Score: Raw -178692.985082 + Penalty 2453.622979 = -176239.362103
  nChanged 6
		SP:Iteration 18Q (90216.100000 sec): 3 clusters
  Score: Raw -178699.164818 + Penalty 2453.622979 = -176245.541839
  nChanged 5
		SP:Iteration 19Q (90216.290000 sec): 3 clusters
  Score: Raw -178700.797458 + Penalty 2453.622979 = -176247.174479
  nChanged 1
		SP:Iteration 20F (90216.450000 sec): 3 clusters
  Score: Raw -178701.470900 + Penalty 2453.622979 = -176247.847921
  nChanged 3
		SP:Iteration 21Q (90216.610000 sec): 3 clusters
  Score: Raw -178703.819592 + Penalty 2453.622979 = -176250.196614
  nChanged 2
		SP:Iteration 22Q (90216.800000 sec): 3 clusters
  Score: Raw -178704.321949 + Penalty 2453.622979 = -176250.698971
  nChanged 1
		SP:Iteration 23Q (90216.990000 sec): 3 clusters
  Score: Raw -178705.217574 + Penalty 2453.622979 = -176251.594595
  nChanged 1
		SP:Iteration 24Q (90217.140000 sec): 3 clusters
  Score: Raw -178705.983878 + Penalty 2453.622979 = -176252.360899
  nChanged 0
		SP:Iteration 25F (90217.290000 sec): 3 clusters
  Score: Raw -178705.983878 + Penalty 2453.622979 = -176252.360899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 74 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90217.380000 sec): 2 clusters
  Score: Raw -122476.322351 + Penalty 1147.048200 = -121329.274151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90217.570000 sec): 3 clusters
  Score: Raw -122107.897896 + Penalty 2294.096400 = -119813.801496
  nChanged 365
		SP:Iteration 1F (90217.740000 sec): 3 clusters
  Score: Raw -122455.845365 + Penalty 2294.096400 = -120161.748966
  nChanged 86
		SP:Iteration 2F (90217.900000 sec): 3 clusters
  Score: Raw -122561.180997 + Penalty 2294.096400 = -120267.084597
  nChanged 68
		SP:Iteration 3F (90218.110000 sec): 3 clusters
  Score: Raw -122655.902240 + Penalty 2294.096400 = -120361.805840
  nChanged 50
		SP:Iteration 4Q (90218.260000 sec): 3 clusters
  Score: Raw -122734.930883 + Penalty 2294.096400 = -120440.834483
  nChanged 53
		SP:Iteration 5Q (90218.450000 sec): 3 clusters
  Score: Raw -122816.736040 + Penalty 2294.096400 = -120522.639641
  nChanged 51
		SP:Iteration 6Q (90218.610000 sec): 3 clusters
  Score: Raw -122873.251233 + Penalty 2294.096400 = -120579.154834
  nChanged 22
		SP:Iteration 7Q (90218.810000 sec): 3 clusters
  Score: Raw -122894.113613 + Penalty 2294.096400 = -120600.017213
  nChanged 15
		SP:Iteration 8Q (90218.980000 sec): 3 clusters
  Score: Raw -122903.065264 + Penalty 2294.096400 = -120608.968864
  nChanged 6
		SP:Iteration 9Q (90219.170000 sec): 3 clusters
  Score: Raw -122906.422979 + Penalty 2294.096400 = -120612.326579
  nChanged 4
		SP:Iteration 10Q (90219.360000 sec): 3 clusters
  Score: Raw -122910.958600 + Penalty 2294.096400 = -120616.862201
  nChanged 3
		SP:Iteration 11Q (90219.540000 sec): 3 clusters
  Score: Raw -122912.779125 + Penalty 2294.096400 = -120618.682725
  nChanged 4
		SP:Iteration 12Q (90219.670000 sec): 3 clusters
  Score: Raw -122916.965197 + Penalty 2294.096400 = -120622.868798
  nChanged 3
		SP:Iteration 13Q (90219.860000 sec): 3 clusters
  Score: Raw -122918.437064 + Penalty 2294.096400 = -120624.340665
  nChanged 3
		SP:Iteration 14Q (90220.020000 sec): 3 clusters
  Score: Raw -122921.577264 + Penalty 2294.096400 = -120627.480865
  nChanged 2
		SP:Iteration 15Q (90220.160000 sec): 3 clusters
  Score: Raw -122923.449711 + Penalty 2294.096400 = -120629.353311
  nChanged 2
		SP:Iteration 16Q (90220.340000 sec): 3 clusters
  Score: Raw -122924.123986 + Penalty 2294.096400 = -120630.027586
  nChanged 2
		SP:Iteration 17Q (90220.530000 sec): 3 clusters
  Score: Raw -122925.040253 + Penalty 2294.096400 = -120630.943853
  nChanged 3
		SP:Iteration 18Q (90220.690000 sec): 3 clusters
  Score: Raw -122926.581620 + Penalty 2294.096400 = -120632.485220
  nChanged 1
		SP:Iteration 19Q (90220.880000 sec): 3 clusters
  Score: Raw -122927.047228 + Penalty 2294.096400 = -120632.950828
  nChanged 0
		SP:Iteration 20F (90221.070000 sec): 3 clusters
  Score: Raw -122927.047228 + Penalty 2294.096400 = -120632.950828
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 75 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90221.180000 sec): 2 clusters
  Score: Raw -121175.152548 + Penalty 1144.371503 = -120030.781045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90221.300000 sec): 3 clusters
  Score: Raw -120818.714652 + Penalty 2288.743006 = -118529.971646
  nChanged 355
		SP:Iteration 1F (90221.500000 sec): 3 clusters
  Score: Raw -121189.315468 + Penalty 2288.743006 = -118900.572462
  nChanged 101
		SP:Iteration 2F (90221.680000 sec): 3 clusters
  Score: Raw -121303.345579 + Penalty 2288.743006 = -119014.602573
  nChanged 61
		SP:Iteration 3F (90221.840000 sec): 3 clusters
  Score: Raw -121397.682882 + Penalty 2288.743006 = -119108.939877
  nChanged 43
		SP:Iteration 4Q (90221.940000 sec): 3 clusters
  Score: Raw -121468.844296 + Penalty 2288.743006 = -119180.101290
  nChanged 34
		SP:Iteration 5Q (90222.140000 sec): 3 clusters
  Score: Raw -121521.370824 + Penalty 2288.743006 = -119232.627818
  nChanged 39
		SP:Iteration 6Q (90222.270000 sec): 3 clusters
  Score: Raw -121584.585327 + Penalty 2288.743006 = -119295.842322
  nChanged 34
		SP:Iteration 7Q (90222.450000 sec): 3 clusters
  Score: Raw -121630.137164 + Penalty 2288.743006 = -119341.394158
  nChanged 32
		SP:Iteration 8Q (90222.670000 sec): 3 clusters
  Score: Raw -121668.187756 + Penalty 2288.743006 = -119379.444750
  nChanged 21
		SP:Iteration 9Q (90222.810000 sec): 3 clusters
  Score: Raw -121687.577157 + Penalty 2288.743006 = -119398.834151
  nChanged 17
		SP:Iteration 10Q (90223.010000 sec): 3 clusters
  Score: Raw -121703.933197 + Penalty 2288.743006 = -119415.190191
  nChanged 13
		SP:Iteration 11Q (90223.170000 sec): 3 clusters
  Score: Raw -121719.000947 + Penalty 2288.743006 = -119430.257942
  nChanged 13
		SP:Iteration 12Q (90223.370000 sec): 3 clusters
  Score: Raw -121736.130330 + Penalty 2288.743006 = -119447.387324
  nChanged 12
		SP:Iteration 13Q (90223.550000 sec): 3 clusters
  Score: Raw -121750.683102 + Penalty 2288.743006 = -119461.940096
  nChanged 14
		SP:Iteration 14Q (90223.730000 sec): 3 clusters
  Score: Raw -121768.053710 + Penalty 2288.743006 = -119479.310704
  nChanged 11
		SP:Iteration 15Q (90223.920000 sec): 3 clusters
  Score: Raw -121780.013056 + Penalty 2288.743006 = -119491.270051
  nChanged 17
		SP:Iteration 16Q (90224.100000 sec): 3 clusters
  Score: Raw -121793.809992 + Penalty 2288.743006 = -119505.066986
  nChanged 10
		SP:Iteration 17Q (90224.270000 sec): 3 clusters
  Score: Raw -121803.838819 + Penalty 2288.743006 = -119515.095813
  nChanged 13
		SP:Iteration 18Q (90224.430000 sec): 3 clusters
  Score: Raw -121818.429853 + Penalty 2288.743006 = -119529.686847
  nChanged 17
		SP:Iteration 19Q (90224.630000 sec): 3 clusters
  Score: Raw -121845.370749 + Penalty 2288.743006 = -119556.627744
  nChanged 15
		SP:Iteration 20F (90224.790000 sec): 3 clusters
  Score: Raw -121870.647823 + Penalty 2288.743006 = -119581.904817
  nChanged 22
		SP:Iteration 21Q (90224.990000 sec): 3 clusters
  Score: Raw -121897.659988 + Penalty 2288.743006 = -119608.916982
  nChanged 21
		SP:Iteration 22Q (90225.160000 sec): 3 clusters
  Score: Raw -121915.921723 + Penalty 2288.743006 = -119627.178717
  nChanged 18
		SP:Iteration 23Q (90225.310000 sec): 3 clusters
  Score: Raw -121932.974859 + Penalty 2288.743006 = -119644.231854
  nChanged 16
		SP:Iteration 24Q (90225.470000 sec): 3 clusters
  Score: Raw -121955.809354 + Penalty 2288.743006 = -119667.066349
  nChanged 15
		SP:Iteration 25Q (90225.630000 sec): 3 clusters
  Score: Raw -121968.901331 + Penalty 2288.743006 = -119680.158326
  nChanged 11
		SP:Iteration 26Q (90225.810000 sec): 3 clusters
  Score: Raw -121984.515581 + Penalty 2288.743006 = -119695.772575
  nChanged 9
		SP:Iteration 27Q (90225.960000 sec): 3 clusters
  Score: Raw -121999.437504 + Penalty 2288.743006 = -119710.694499
  nChanged 12
		SP:Iteration 28Q (90226.150000 sec): 3 clusters
  Score: Raw -122029.228652 + Penalty 2288.743006 = -119740.485646
  nChanged 13
		SP:Iteration 29Q (90226.270000 sec): 3 clusters
  Score: Raw -122046.869886 + Penalty 2288.743006 = -119758.126880
  nChanged 6
		SP:Iteration 30Q (90226.420000 sec): 3 clusters
  Score: Raw -122054.663468 + Penalty 2288.743006 = -119765.920462
  nChanged 7
		SP:Iteration 31Q (90226.620000 sec): 3 clusters
  Score: Raw -122062.255562 + Penalty 2288.743006 = -119773.512557
  nChanged 4
		SP:Iteration 32Q (90226.760000 sec): 3 clusters
  Score: Raw -122066.874236 + Penalty 2288.743006 = -119778.131230
  nChanged 5
		SP:Iteration 33Q (90226.920000 sec): 3 clusters
  Score: Raw -122071.707020 + Penalty 2288.743006 = -119782.964014
  nChanged 6
		SP:Iteration 34Q (90227.050000 sec): 3 clusters
  Score: Raw -122078.554822 + Penalty 2288.743006 = -119789.811816
  nChanged 7
		SP:Iteration 35Q (90227.230000 sec): 3 clusters
  Score: Raw -122085.878279 + Penalty 2288.743006 = -119797.135273
  nChanged 8
		SP:Iteration 36Q (90227.370000 sec): 3 clusters
  Score: Raw -122095.529804 + Penalty 2288.743006 = -119806.786798
  nChanged 4
		SP:Iteration 37Q (90227.550000 sec): 3 clusters
  Score: Raw -122100.116704 + Penalty 2288.743006 = -119811.373698
  nChanged 1
		SP:Iteration 38Q (90227.750000 sec): 3 clusters
  Score: Raw -122100.662732 + Penalty 2288.743006 = -119811.919727
  nChanged 0
		SP:Iteration 39F (90227.920000 sec): 3 clusters
  Score: Raw -122100.662732 + Penalty 2288.743006 = -119811.919727
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 76 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90228.010000 sec): 2 clusters
  Score: Raw -24882.112828 + Penalty 889.925327 = -23992.187501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90228.170000 sec): 3 clusters
  Score: Raw -24996.366506 + Penalty 1779.850654 = -23216.515852
  nChanged 32
		SP:Iteration 1F (90228.350000 sec): 3 clusters
  Score: Raw -25068.865547 + Penalty 1779.850654 = -23289.014892
  nChanged 13
		SP:Iteration 2F (90228.550000 sec): 3 clusters
  Score: Raw -25094.474993 + Penalty 1779.850654 = -23314.624339
  nChanged 3
		SP:Iteration 3Q (90228.690000 sec): 3 clusters
  Score: Raw -25103.026883 + Penalty 1779.850654 = -23323.176229
  nChanged 3
		SP:Iteration 4Q (90228.870000 sec): 3 clusters
  Score: Raw -25113.954950 + Penalty 1779.850654 = -23334.104296
  nChanged 2
		SP:Iteration 5Q (90229.010000 sec): 3 clusters
  Score: Raw -25119.618493 + Penalty 1779.850654 = -23339.767839
  nChanged 0
		SP:Iteration 6F (90229.210000 sec): 3 clusters
  Score: Raw -25119.618493 + Penalty 1779.850654 = -23339.767839
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 77 (358992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90230.870000 sec): 2 clusters
  Score: Raw -38838316.794089 + Penalty 2078.546500 = -38836238.247590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90232.970000 sec): 3 clusters
  Score: Raw -38597357.332010 + Penalty 4157.093000 = -38593200.239011
  nChanged 175728
		SP:Iteration 1F (90234.980000 sec): 3 clusters
  Score: Raw -38704444.416674 + Penalty 4157.093000 = -38700287.323674
  nChanged 12007
		SP:Iteration 2Q (90237.500000 sec): 3 clusters
  Score: Raw -38707811.635923 + Penalty 4157.093000 = -38703654.542924
  nChanged 14081
		SP:Iteration 3Q (90239.570000 sec): 3 clusters
  Score: Raw -38712760.979720 + Penalty 4157.093000 = -38708603.886720
  nChanged 16761
		SP:Iteration 4Q (90241.930000 sec): 3 clusters
  Score: Raw -38720110.303541 + Penalty 4157.093000 = -38715953.210541
  nChanged 19455
		SP:Iteration 5F (90244.340000 sec): 3 clusters
  Score: Raw -38730684.109001 + Penalty 4157.093000 = -38726527.016001
  nChanged 21969
		SP:Iteration 6F (90246.790000 sec): 3 clusters
  Score: Raw -38744969.800334 + Penalty 4157.093000 = -38740812.707335
  nChanged 22779
		SP:Iteration 7F (90249.200000 sec): 3 clusters
  Score: Raw -38761806.753894 + Penalty 4157.093000 = -38757649.660895
  nChanged 20953
		SP:Iteration 8F (90251.680000 sec): 3 clusters
  Score: Raw -38777894.623688 + Penalty 4157.093000 = -38773737.530689
  nChanged 17447
		SP:Iteration 9Q (90254.430000 sec): 3 clusters
  Score: Raw -38789514.145267 + Penalty 4157.093000 = -38785357.052267
  nChanged 12715
		SP:Iteration 10Q (90256.850000 sec): 3 clusters
  Score: Raw -38796144.255699 + Penalty 4157.093000 = -38791987.162700
  nChanged 8834
		SP:Iteration 11Q (90258.990000 sec): 3 clusters
  Score: Raw -38800215.179664 + Penalty 4157.093000 = -38796058.086665
  nChanged 7236
		SP:Iteration 12Q (90261.320000 sec): 3 clusters
  Score: Raw -38803641.130132 + Penalty 4157.093000 = -38799484.037133
  nChanged 6689
		SP:Iteration 13Q (90263.580000 sec): 3 clusters
  Score: Raw -38807019.423386 + Penalty 4157.093000 = -38802862.330386
  nChanged 6481
		SP:Iteration 14Q (90265.810000 sec): 3 clusters
  Score: Raw -38810594.340897 + Penalty 4157.093000 = -38806437.247897
  nChanged 6368
		SP:Iteration 15Q (90267.940000 sec): 3 clusters
  Score: Raw -38814363.439077 + Penalty 4157.093000 = -38810206.346077
  nChanged 6023
		SP:Iteration 16Q (90270.030000 sec): 3 clusters
  Score: Raw -38818063.901118 + Penalty 4157.093000 = -38813906.808119
  nChanged 5433
		SP:Iteration 17Q (90272.130000 sec): 3 clusters
  Score: Raw -38821353.912580 + Penalty 4157.093000 = -38817196.819580
  nChanged 4847
		SP:Iteration 18Q (90274.100000 sec): 3 clusters
  Score: Raw -38824058.057210 + Penalty 4157.093000 = -38819900.964211
  nChanged 4236
		SP:Iteration 19Q (90276.240000 sec): 3 clusters
  Score: Raw -38826246.375601 + Penalty 4157.093000 = -38822089.282602
  nChanged 3675
		SP:Iteration 20F (90278.570000 sec): 3 clusters
  Score: Raw -38827948.233499 + Penalty 4157.093000 = -38823791.140500
  nChanged 3191
		SP:Iteration 21Q (90280.770000 sec): 3 clusters
  Score: Raw -38829321.283563 + Penalty 4157.093000 = -38825164.190563
  nChanged 2953
		SP:Iteration 22Q (90282.890000 sec): 3 clusters
  Score: Raw -38830508.348871 + Penalty 4157.093000 = -38826351.255872
  nChanged 2654
		SP:Iteration 23Q (90285.090000 sec): 3 clusters
  Score: Raw -38831540.941380 + Penalty 4157.093000 = -38827383.848380
  nChanged 2483
		SP:Iteration 24Q (90287.450000 sec): 3 clusters
  Score: Raw -38832514.394900 + Penalty 4157.093000 = -38828357.301901
  nChanged 2285
		SP:Iteration 25Q (90289.850000 sec): 3 clusters
  Score: Raw -38833418.297798 + Penalty 4157.093000 = -38829261.204799
  nChanged 2192
		SP:Iteration 26Q (90292.170000 sec): 3 clusters
  Score: Raw -38834312.108884 + Penalty 4157.093000 = -38830155.015885
  nChanged 2016
		SP:Iteration 27Q (90294.410000 sec): 3 clusters
  Score: Raw -38835165.958439 + Penalty 4157.093000 = -38831008.865439
  nChanged 1882
		SP:Iteration 28Q (90296.570000 sec): 3 clusters
  Score: Raw -38835988.322687 + Penalty 4157.093000 = -38831831.229687
  nChanged 1653
		SP:Iteration 29Q (90298.770000 sec): 3 clusters
  Score: Raw -38836721.505322 + Penalty 4157.093000 = -38832564.412322
  nChanged 1502
		SP:Iteration 30Q (90301.200000 sec): 3 clusters
  Score: Raw -38837392.364368 + Penalty 4157.093000 = -38833235.271368
  nChanged 1309
		SP:Iteration 31Q (90303.310000 sec): 3 clusters
  Score: Raw -38837945.732654 + Penalty 4157.093000 = -38833788.639655
  nChanged 1089
		SP:Iteration 32Q (90305.420000 sec): 3 clusters
  Score: Raw -38838350.911495 + Penalty 4157.093000 = -38834193.818496
  nChanged 831
		SP:Iteration 33Q (90307.490000 sec): 3 clusters
  Score: Raw -38838612.231755 + Penalty 4157.093000 = -38834455.138755
  nChanged 640
		SP:Iteration 34Q (90309.810000 sec): 3 clusters
  Score: Raw -38838789.975489 + Penalty 4157.093000 = -38834632.882490
  nChanged 524
		SP:Iteration 35Q (90311.920000 sec): 3 clusters
  Score: Raw -38838924.208725 + Penalty 4157.093000 = -38834767.115725
  nChanged 428
		SP:Iteration 36Q (90314.170000 sec): 3 clusters
  Score: Raw -38839023.403232 + Penalty 4157.093000 = -38834866.310233
  nChanged 342
		SP:Iteration 37Q (90316.380000 sec): 3 clusters
  Score: Raw -38839094.230481 + Penalty 4157.093000 = -38834937.137481
  nChanged 268
		SP:Iteration 38Q (90318.640000 sec): 3 clusters
  Score: Raw -38839152.802309 + Penalty 4157.093000 = -38834995.709310
  nChanged 251
		SP:Iteration 39Q (90320.870000 sec): 3 clusters
  Score: Raw -38839207.903110 + Penalty 4157.093000 = -38835050.810110
  nChanged 248
		SP:Iteration 40F (90323.360000 sec): 3 clusters
  Score: Raw -38839260.749126 + Penalty 4157.093000 = -38835103.656127
  nChanged 214
		SP:Iteration 41Q (90325.570000 sec): 3 clusters
  Score: Raw -38839303.380989 + Penalty 4157.093000 = -38835146.287989
  nChanged 193
		SP:Iteration 42Q (90327.800000 sec): 3 clusters
  Score: Raw -38839341.402911 + Penalty 4157.093000 = -38835184.309912
  nChanged 166
		SP:Iteration 43Q (90329.960000 sec): 3 clusters
  Score: Raw -38839370.157853 + Penalty 4157.093000 = -38835213.064854
  nChanged 128
		SP:Iteration 44Q (90332.220000 sec): 3 clusters
  Score: Raw -38839389.588260 + Penalty 4157.093000 = -38835232.495261
  nChanged 103
		SP:Iteration 45Q (90334.570000 sec): 3 clusters
  Score: Raw -38839405.392308 + Penalty 4157.093000 = -38835248.299309
  nChanged 86
		SP:Iteration 46Q (90336.900000 sec): 3 clusters
  Score: Raw -38839417.371402 + Penalty 4157.093000 = -38835260.278402
  nChanged 65
		SP:Iteration 47Q (90338.940000 sec): 3 clusters
  Score: Raw -38839426.155529 + Penalty 4157.093000 = -38835269.062529
  nChanged 67
		SP:Iteration 48Q (90341.180000 sec): 3 clusters
  Score: Raw -38839434.060868 + Penalty 4157.093000 = -38835276.967868
  nChanged 53
		SP:Iteration 49Q (90343.370000 sec): 3 clusters
  Score: Raw -38839440.919287 + Penalty 4157.093000 = -38835283.826287
  nChanged 58
		SP:Iteration 50Q (90345.610000 sec): 3 clusters
  Score: Raw -38839448.372469 + Penalty 4157.093000 = -38835291.279469
  nChanged 37
		SP:Iteration 51Q (90347.980000 sec): 3 clusters
  Score: Raw -38839452.506346 + Penalty 4157.093000 = -38835295.413347
  nChanged 31
		SP:Iteration 52Q (90350.140000 sec): 3 clusters
  Score: Raw -38839455.563525 + Penalty 4157.093000 = -38835298.470525
  nChanged 23
		SP:Iteration 53Q (90352.280000 sec): 3 clusters
  Score: Raw -38839458.496641 + Penalty 4157.093000 = -38835301.403642
  nChanged 19
		SP:Iteration 54Q (90354.340000 sec): 3 clusters
  Score: Raw -38839460.843655 + Penalty 4157.093000 = -38835303.750655
  nChanged 18
		SP:Iteration 55Q (90356.350000 sec): 3 clusters
  Score: Raw -38839462.790189 + Penalty 4157.093000 = -38835305.697189
  nChanged 16
		SP:Iteration 56Q (90358.300000 sec): 3 clusters
  Score: Raw -38839464.388252 + Penalty 4157.093000 = -38835307.295253
  nChanged 17
		SP:Iteration 57Q (90360.250000 sec): 3 clusters
  Score: Raw -38839465.867821 + Penalty 4157.093000 = -38835308.774822
  nChanged 17
		SP:Iteration 58Q (90362.090000 sec): 3 clusters
  Score: Raw -38839467.800367 + Penalty 4157.093000 = -38835310.707367
  nChanged 18
		SP:Iteration 59Q (90363.970000 sec): 3 clusters
  Score: Raw -38839469.526072 + Penalty 4157.093000 = -38835312.433073
  nChanged 15
		SP:Iteration 60F (90366.290000 sec): 3 clusters
  Score: Raw -38839471.464378 + Penalty 4157.093000 = -38835314.371378
  nChanged 21
		SP:Iteration 61Q (90368.440000 sec): 3 clusters
  Score: Raw -38839473.824449 + Penalty 4157.093000 = -38835316.731449
  nChanged 24
		SP:Iteration 62Q (90370.730000 sec): 3 clusters
  Score: Raw -38839476.570793 + Penalty 4157.093000 = -38835319.477794
  nChanged 21
		SP:Iteration 63Q (90373.170000 sec): 3 clusters
  Score: Raw -38839478.114243 + Penalty 4157.093000 = -38835321.021244
  nChanged 17
		SP:Iteration 64Q (90375.410000 sec): 3 clusters
  Score: Raw -38839479.567904 + Penalty 4157.093000 = -38835322.474905
  nChanged 12
		SP:Iteration 65Q (90377.600000 sec): 3 clusters
  Score: Raw -38839480.397787 + Penalty 4157.093000 = -38835323.304788
  nChanged 7
		SP:Iteration 66Q (90379.700000 sec): 3 clusters
  Score: Raw -38839481.113676 + Penalty 4157.093000 = -38835324.020676
  nChanged 10
		SP:Iteration 67Q (90381.760000 sec): 3 clusters
  Score: Raw -38839481.749479 + Penalty 4157.093000 = -38835324.656480
  nChanged 6
		SP:Iteration 68Q (90383.940000 sec): 3 clusters
  Score: Raw -38839482.232116 + Penalty 4157.093000 = -38835325.139117
  nChanged 4
		SP:Iteration 69Q (90386.170000 sec): 3 clusters
  Score: Raw -38839482.562876 + Penalty 4157.093000 = -38835325.469877
  nChanged 3
		SP:Iteration 70Q (90388.340000 sec): 3 clusters
  Score: Raw -38839482.790425 + Penalty 4157.093000 = -38835325.697426
  nChanged 1
		SP:Iteration 71Q (90390.570000 sec): 3 clusters
  Score: Raw -38839482.880839 + Penalty 4157.093000 = -38835325.787840
  nChanged 2
		SP:Iteration 72Q (90392.860000 sec): 3 clusters
  Score: Raw -38839483.027034 + Penalty 4157.093000 = -38835325.934035
  nChanged 0
		SP:Iteration 73F (90395.420000 sec): 3 clusters
  Score: Raw -38839483.027034 + Penalty 4157.093000 = -38835325.934035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 78 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90395.950000 sec): 2 clusters
  Score: Raw -55517.750153 + Penalty 1012.453235 = -54505.296918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90396.110000 sec): 3 clusters
  Score: Raw -55448.282664 + Penalty 2024.906470 = -53423.376194
  nChanged 128
		SP:Iteration 1F (90396.260000 sec): 3 clusters
  Score: Raw -55605.272319 + Penalty 2024.906470 = -53580.365848
  nChanged 18
		SP:Iteration 2Q (90396.420000 sec): 3 clusters
  Score: Raw -55635.738063 + Penalty 2024.906470 = -53610.831592
  nChanged 7
		SP:Iteration 3Q (90396.540000 sec): 3 clusters
  Score: Raw -55647.066667 + Penalty 2024.906470 = -53622.160196
  nChanged 4
		SP:Iteration 4Q (90396.690000 sec): 3 clusters
  Score: Raw -55656.425660 + Penalty 2024.906470 = -53631.519190
  nChanged 2
		SP:Iteration 5Q (90396.850000 sec): 3 clusters
  Score: Raw -55658.101376 + Penalty 2024.906470 = -53633.194906
  nChanged 0
		SP:Iteration 6F (90397.000000 sec): 3 clusters
  Score: Raw -55658.101376 + Penalty 2024.906470 = -53633.194906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 79 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90397.110000 sec): 2 clusters
  Score: Raw -50163.162929 + Penalty 997.029295 = -49166.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90397.300000 sec): 3 clusters
  Score: Raw -50108.489987 + Penalty 1994.058590 = -48114.431398
  nChanged 105
		SP:Iteration 1F (90397.500000 sec): 3 clusters
  Score: Raw -50251.186362 + Penalty 1994.058590 = -48257.127772
  nChanged 21
		SP:Iteration 2Q (90397.630000 sec): 3 clusters
  Score: Raw -50284.653157 + Penalty 1994.058590 = -48290.594567
  nChanged 8
		SP:Iteration 3Q (90397.810000 sec): 3 clusters
  Score: Raw -50296.281863 + Penalty 1994.058590 = -48302.223274
  nChanged 3
		SP:Iteration 4Q (90398.010000 sec): 3 clusters
  Score: Raw -50301.424136 + Penalty 1994.058590 = -48307.365546
  nChanged 2
		SP:Iteration 5Q (90398.170000 sec): 3 clusters
  Score: Raw -50302.715039 + Penalty 1994.058590 = -48308.656449
  nChanged 1
		SP:Iteration 6Q (90398.310000 sec): 3 clusters
  Score: Raw -50303.474115 + Penalty 1994.058590 = -48309.415526
  nChanged 0
		SP:Iteration 7F (90398.510000 sec): 3 clusters
  Score: Raw -50303.474115 + Penalty 1994.058590 = -48309.415526
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 80 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90398.580000 sec): 2 clusters
  Score: Raw -284674.075139 + Penalty 1282.097985 = -283391.977154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90398.780000 sec): 3 clusters
  Score: Raw -283441.442661 + Penalty 2564.195969 = -280877.246692
  nChanged 968
		SP:Iteration 1F (90398.940000 sec): 3 clusters
  Score: Raw -284048.871469 + Penalty 2564.195969 = -281484.675500
  nChanged 212
		SP:Iteration 2F (90399.070000 sec): 3 clusters
  Score: Raw -284212.975649 + Penalty 2564.195969 = -281648.779680
  nChanged 161
		SP:Iteration 3F (90399.210000 sec): 3 clusters
  Score: Raw -284324.184227 + Penalty 2564.195969 = -281759.988258
  nChanged 115
		SP:Iteration 4Q (90399.350000 sec): 3 clusters
  Score: Raw -284396.122184 + Penalty 2564.195969 = -281831.926215
  nChanged 95
		SP:Iteration 5Q (90399.510000 sec): 3 clusters
  Score: Raw -284465.708483 + Penalty 2564.195969 = -281901.512514
  nChanged 90
		SP:Iteration 6Q (90399.740000 sec): 3 clusters
  Score: Raw -284517.798547 + Penalty 2564.195969 = -281953.602578
  nChanged 59
		SP:Iteration 7Q (90399.890000 sec): 3 clusters
  Score: Raw -284551.067578 + Penalty 2564.195969 = -281986.871609
  nChanged 49
		SP:Iteration 8Q (90400.070000 sec): 3 clusters
  Score: Raw -284584.272438 + Penalty 2564.195969 = -282020.076469
  nChanged 54
		SP:Iteration 9Q (90400.250000 sec): 3 clusters
  Score: Raw -284624.893808 + Penalty 2564.195969 = -282060.697838
  nChanged 60
		SP:Iteration 10Q (90400.450000 sec): 3 clusters
  Score: Raw -284674.021104 + Penalty 2564.195969 = -282109.825135
  nChanged 75
		SP:Iteration 11Q (90400.650000 sec): 3 clusters
  Score: Raw -284736.102762 + Penalty 2564.195969 = -282171.906793
  nChanged 66
		SP:Iteration 12Q (90400.800000 sec): 3 clusters
  Score: Raw -284788.809377 + Penalty 2564.195969 = -282224.613407
  nChanged 67
		SP:Iteration 13Q (90400.960000 sec): 3 clusters
  Score: Raw -284854.634300 + Penalty 2564.195969 = -282290.438331
  nChanged 74
		SP:Iteration 14Q (90401.100000 sec): 3 clusters
  Score: Raw -284923.419617 + Penalty 2564.195969 = -282359.223648
  nChanged 77
		SP:Iteration 15Q (90401.280000 sec): 3 clusters
  Score: Raw -285004.138720 + Penalty 2564.195969 = -282439.942751
  nChanged 68
		SP:Iteration 16Q (90401.460000 sec): 3 clusters
  Score: Raw -285089.527928 + Penalty 2564.195969 = -282525.331959
  nChanged 68
		SP:Iteration 17Q (90401.620000 sec): 3 clusters
  Score: Raw -285180.454088 + Penalty 2564.195969 = -282616.258119
  nChanged 66
		SP:Iteration 18Q (90401.760000 sec): 3 clusters
  Score: Raw -285252.851106 + Penalty 2564.195969 = -282688.655137
  nChanged 48
		SP:Iteration 19Q (90401.990000 sec): 3 clusters
  Score: Raw -285314.817795 + Penalty 2564.195969 = -282750.621826
  nChanged 40
		SP:Iteration 20F (90402.120000 sec): 3 clusters
  Score: Raw -285353.789029 + Penalty 2564.195969 = -282789.593060
  nChanged 30
		SP:Iteration 21Q (90402.310000 sec): 3 clusters
  Score: Raw -285376.390542 + Penalty 2564.195969 = -282812.194572
  nChanged 17
		SP:Iteration 22Q (90402.490000 sec): 3 clusters
  Score: Raw -285384.726066 + Penalty 2564.195969 = -282820.530097
  nChanged 3
		SP:Iteration 23Q (90402.630000 sec): 3 clusters
  Score: Raw -285385.694434 + Penalty 2564.195969 = -282821.498465
  nChanged 2
		SP:Iteration 24Q (90402.830000 sec): 3 clusters
  Score: Raw -285386.564251 + Penalty 2564.195969 = -282822.368282
  nChanged 2
		SP:Iteration 25Q (90403.030000 sec): 3 clusters
  Score: Raw -285387.040152 + Penalty 2564.195969 = -282822.844183
  nChanged 1
		SP:Iteration 26Q (90403.200000 sec): 3 clusters
  Score: Raw -285387.542585 + Penalty 2564.195969 = -282823.346616
  nChanged 1
		SP:Iteration 27Q (90403.390000 sec): 3 clusters
  Score: Raw -285388.090310 + Penalty 2564.195969 = -282823.894341
  nChanged 1
		SP:Iteration 28Q (90403.560000 sec): 3 clusters
  Score: Raw -285388.932066 + Penalty 2564.195969 = -282824.736097
  nChanged 3
		SP:Iteration 29Q (90403.710000 sec): 3 clusters
  Score: Raw -285389.573921 + Penalty 2564.195969 = -282825.377952
  nChanged 2
		SP:Iteration 30Q (90403.900000 sec): 3 clusters
  Score: Raw -285391.531795 + Penalty 2564.195969 = -282827.335826
  nChanged 3
		SP:Iteration 31Q (90404.090000 sec): 3 clusters
  Score: Raw -285392.175514 + Penalty 2564.195969 = -282827.979545
  nChanged 1
		SP:Iteration 32Q (90404.220000 sec): 3 clusters
  Score: Raw -285392.268106 + Penalty 2564.195969 = -282828.072137
  nChanged 0
		SP:Iteration 33F (90404.410000 sec): 3 clusters
  Score: Raw -285392.268106 + Penalty 2564.195969 = -282828.072137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.11 GB.

 Trying to split cluster 81 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90404.530000 sec): 2 clusters
  Score: Raw -51954.753553 + Penalty 1001.538656 = -50953.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90404.670000 sec): 3 clusters
  Score: Raw -51893.697730 + Penalty 2003.077311 = -49890.620419
  nChanged 102
		SP:Iteration 1F (90404.800000 sec): 3 clusters
  Score: Raw -52025.228721 + Penalty 2003.077311 = -50022.151410
  nChanged 22
		SP:Iteration 2Q (90404.980000 sec): 3 clusters
  Score: Raw -52063.288555 + Penalty 2003.077311 = -50060.211244
  nChanged 13
		SP:Iteration 3Q (90405.170000 sec): 3 clusters
  Score: Raw -52086.014137 + Penalty 2003.077311 = -50082.936826
  nChanged 8
		SP:Iteration 4Q (90405.290000 sec): 3 clusters
  Score: Raw -52096.693915 + Penalty 2003.077311 = -50093.616603
  nChanged 6
		SP:Iteration 5Q (90405.480000 sec): 3 clusters
  Score: Raw -52107.380082 + Penalty 2003.077311 = -50104.302770
  nChanged 3
		SP:Iteration 6Q (90405.610000 sec): 3 clusters
  Score: Raw -52110.960496 + Penalty 2003.077311 = -50107.883184
  nChanged 3
		SP:Iteration 7Q (90405.810000 sec): 3 clusters
  Score: Raw -52117.995873 + Penalty 2003.077311 = -50114.918562
  nChanged 1
		SP:Iteration 8Q (90405.930000 sec): 3 clusters
  Score: Raw -52118.388924 + Penalty 2003.077311 = -50115.311613
  nChanged 1
		SP:Iteration 9Q (90406.090000 sec): 3 clusters
  Score: Raw -52121.362546 + Penalty 2003.077311 = -50118.285235
  nChanged 0
		SP:Iteration 10F (90406.270000 sec): 3 clusters
  Score: Raw -52121.362546 + Penalty 2003.077311 = -50118.285235
  nChanged 0
------ Evaluating fit on full set of 3773768 points ------
  Score: Raw -402297266.350013 + Penalty 199327.431373 = -402097938.918640
Time taken for this iteration:91015.950000 seconds.
 20->82 Clusters: Score -402097938.918640, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 2.26 GB would take us to total of 9.04 GB.
------ Running on subset of 1257922 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 14 (10292 points): Lose 282.539447 but Gain 2282.307903
Iteration 0F (91151.790000 sec): 20 clusters
  Score: Raw -124191702.109201 + Penalty 43363.850158 = -124148338.259043
  nChanged 1193494
Iteration 1F (91221.880000 sec): 20 clusters
  Score: Raw -130035086.348271 + Penalty 43363.850158 = -129991722.498113
  nChanged 609540
Iteration 2F (91284.880000 sec): 20 clusters
  Score: Raw -132048635.010920 + Penalty 43363.850158 = -132005271.160762
  nChanged 333356
Iteration 3F (91347.900000 sec): 20 clusters
  Score: Raw -132740860.751537 + Penalty 43363.850158 = -132697496.901379
  nChanged 197807
Iteration 4F (91419.960000 sec): 20 clusters
  Score: Raw -133049770.125994 + Penalty 43363.850158 = -133006406.275836
  nChanged 132903
Iteration 5F (91489.200000 sec): 20 clusters
  Score: Raw -133207474.969871 + Penalty 43363.850158 = -133164111.119713
  nChanged 87769
Iteration 6F (91551.910000 sec): 20 clusters
  Score: Raw -133304470.802240 + Penalty 43363.850158 = -133261106.952082
  nChanged 63465
Iteration 7F (91612.130000 sec): 20 clusters
  Score: Raw -133360224.901400 + Penalty 43363.850158 = -133316861.051241
  nChanged 50770
Iteration 8Q (91663.640000 sec): 20 clusters
  Score: Raw -133407943.357026 + Penalty 43363.850158 = -133364579.506868
  nChanged 42794
Iteration 9Q (91715.800000 sec): 20 clusters
  Score: Raw -133445880.753086 + Penalty 43363.850158 = -133402516.902928
  nChanged 33773
Iteration 10Q (91759.480000 sec): 20 clusters
  Score: Raw -133470735.340312 + Penalty 43363.850158 = -133427371.490154
  nChanged 25748
Iteration 11Q (91806.410000 sec): 20 clusters
  Score: Raw -133484121.058572 + Penalty 43363.850158 = -133440757.208414
  nChanged 20054
Iteration 12Q (91861.460000 sec): 20 clusters
  Score: Raw -133493595.881764 + Penalty 43363.850158 = -133450232.031605
  nChanged 16563
Iteration 13Q (91916.270000 sec): 20 clusters
  Score: Raw -133501556.761474 + Penalty 43363.850158 = -133458192.911316
  nChanged 13948
Iteration 14Q (91964.780000 sec): 20 clusters
  Score: Raw -133506769.262904 + Penalty 43363.850158 = -133463405.412746
  nChanged 11804
Iteration 15Q (92011.070000 sec): 20 clusters
  Score: Raw -133510215.694625 + Penalty 43363.850158 = -133466851.844467
  nChanged 10050
Iteration 16Q (92067.090000 sec): 20 clusters
  Score: Raw -133512753.769009 + Penalty 43363.850158 = -133469389.918851
  nChanged 8419
Iteration 17Q (92121.640000 sec): 20 clusters
  Score: Raw -133514818.689573 + Penalty 43363.850158 = -133471454.839415
  nChanged 7647
Iteration 18Q (92173.050000 sec): 20 clusters
  Score: Raw -133516702.581083 + Penalty 43363.850158 = -133473338.730924
  nChanged 7072
Iteration 19Q (92219.610000 sec): 20 clusters
  Score: Raw -133518562.472334 + Penalty 43363.850158 = -133475198.622176
  nChanged 6901
Writing temp clu file 
Because OldScore, -133473338.730924, is greater than current (better) Score,-133475198.622176 
 Compute initial score before splitting:   Score: Raw -133518562.472334 + Penalty 43363.850158 = -133475198.622176
Memory request: 0.01 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (4872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92219.950000 sec): 2 clusters
  Score: Raw -492974.181865 + Penalty 1379.829719 = -491594.352146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92220.140000 sec): 3 clusters
  Score: Raw -490610.010819 + Penalty 2759.659438 = -487850.351381
  nChanged 1984
		SP:Iteration 1F (92220.330000 sec): 3 clusters
  Score: Raw -492857.708316 + Penalty 2759.659438 = -490098.048878
  nChanged 687
		SP:Iteration 2F (92220.490000 sec): 3 clusters
  Score: Raw -494322.473067 + Penalty 2759.659438 = -491562.813629
  nChanged 635
		SP:Iteration 3F (92220.630000 sec): 3 clusters
  Score: Raw -495307.336227 + Penalty 2759.659438 = -492547.676789
  nChanged 364
		SP:Iteration 4F (92220.820000 sec): 3 clusters
  Score: Raw -495699.809643 + Penalty 2759.659438 = -492940.150205
  nChanged 194
		SP:Iteration 5Q (92220.960000 sec): 3 clusters
  Score: Raw -495886.873930 + Penalty 2759.659438 = -493127.214492
  nChanged 116
		SP:Iteration 6Q (92221.090000 sec): 3 clusters
  Score: Raw -495995.025490 + Penalty 2759.659438 = -493235.366052
  nChanged 68
		SP:Iteration 7Q (92221.240000 sec): 3 clusters
  Score: Raw -496062.112236 + Penalty 2759.659438 = -493302.452798
  nChanged 50
		SP:Iteration 8Q (92221.370000 sec): 3 clusters
  Score: Raw -496124.295105 + Penalty 2759.659438 = -493364.635667
  nChanged 41
		SP:Iteration 9Q (92221.520000 sec): 3 clusters
  Score: Raw -496194.536113 + Penalty 2759.659438 = -493434.876675
  nChanged 32
		SP:Iteration 10Q (92221.660000 sec): 3 clusters
  Score: Raw -496253.453633 + Penalty 2759.659438 = -493493.794195
  nChanged 19
		SP:Iteration 11Q (92221.810000 sec): 3 clusters
  Score: Raw -496273.347155 + Penalty 2759.659438 = -493513.687717
  nChanged 7
		SP:Iteration 12Q (92221.970000 sec): 3 clusters
  Score: Raw -496285.084914 + Penalty 2759.659438 = -493525.425476
  nChanged 7
		SP:Iteration 13Q (92222.110000 sec): 3 clusters
  Score: Raw -496294.568674 + Penalty 2759.659438 = -493534.909236
  nChanged 7
		SP:Iteration 14Q (92222.220000 sec): 3 clusters
  Score: Raw -496308.814493 + Penalty 2759.659438 = -493549.155055
  nChanged 2
		SP:Iteration 15Q (92222.320000 sec): 3 clusters
  Score: Raw -496309.814512 + Penalty 2759.659438 = -493550.155074
  nChanged 1
		SP:Iteration 16Q (92222.440000 sec): 3 clusters
  Score: Raw -496310.080972 + Penalty 2759.659438 = -493550.421534
  nChanged 0
		SP:Iteration 17F (92222.540000 sec): 3 clusters
  Score: Raw -496310.080972 + Penalty 2759.659438 = -493550.421534
  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 9.05 GB.

 Trying to split cluster 2 (8465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92222.650000 sec): 2 clusters
  Score: Raw -932028.663859 + Penalty 1469.600485 = -930559.063374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92222.790000 sec): 3 clusters
  Score: Raw -927418.099183 + Penalty 2939.200971 = -924478.898212
  nChanged 3709
		SP:Iteration 1F (92222.970000 sec): 3 clusters
  Score: Raw -930657.046143 + Penalty 2939.200971 = -927717.845173
  nChanged 1361
		SP:Iteration 2F (92223.150000 sec): 3 clusters
  Score: Raw -935479.657577 + Penalty 2939.200971 = -932540.456606
  nChanged 1457
		SP:Iteration 3F (92223.310000 sec): 3 clusters
  Score: Raw -939406.583798 + Penalty 2939.200971 = -936467.382828
  nChanged 663
		SP:Iteration 4F (92223.460000 sec): 3 clusters
  Score: Raw -940006.602330 + Penalty 2939.200971 = -937067.401359
  nChanged 193
		SP:Iteration 5Q (92223.680000 sec): 3 clusters
  Score: Raw -940114.149921 + Penalty 2939.200971 = -937174.948951
  nChanged 81
		SP:Iteration 6Q (92223.840000 sec): 3 clusters
  Score: Raw -940149.396668 + Penalty 2939.200971 = -937210.195697
  nChanged 38
		SP:Iteration 7Q (92224.070000 sec): 3 clusters
  Score: Raw -940159.513577 + Penalty 2939.200971 = -937220.312606
  nChanged 22
		SP:Iteration 8Q (92224.240000 sec): 3 clusters
  Score: Raw -940164.798412 + Penalty 2939.200971 = -937225.597441
  nChanged 13
		SP:Iteration 9Q (92224.450000 sec): 3 clusters
  Score: Raw -940167.871183 + Penalty 2939.200971 = -937228.670212
  nChanged 4
		SP:Iteration 10Q (92224.710000 sec): 3 clusters
  Score: Raw -940168.922383 + Penalty 2939.200971 = -937229.721413
  nChanged 4
		SP:Iteration 11Q (92224.940000 sec): 3 clusters
  Score: Raw -940169.768163 + Penalty 2939.200971 = -937230.567193
  nChanged 5
		SP:Iteration 12Q (92225.140000 sec): 3 clusters
  Score: Raw -940170.921716 + Penalty 2939.200971 = -937231.720745
  nChanged 6
		SP:Iteration 13Q (92225.350000 sec): 3 clusters
  Score: Raw -940172.051212 + Penalty 2939.200971 = -937232.850241
  nChanged 3
		SP:Iteration 14Q (92225.520000 sec): 3 clusters
  Score: Raw -940172.555254 + Penalty 2939.200971 = -937233.354283
  nChanged 4
		SP:Iteration 15Q (92225.710000 sec): 3 clusters
  Score: Raw -940173.126756 + Penalty 2939.200971 = -937233.925785
  nChanged 4
		SP:Iteration 16Q (92225.930000 sec): 3 clusters
  Score: Raw -940173.620714 + Penalty 2939.200971 = -937234.419743
  nChanged 1
		SP:Iteration 17Q (92226.120000 sec): 3 clusters
  Score: Raw -940173.701107 + Penalty 2939.200971 = -937234.500136
  nChanged 1
		SP:Iteration 18Q (92226.290000 sec): 3 clusters
  Score: Raw -940173.773900 + Penalty 2939.200971 = -937234.572929
  nChanged 0
		SP:Iteration 19F (92226.510000 sec): 3 clusters
  Score: Raw -940173.773900 + Penalty 2939.200971 = -937234.572929
  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 9.05 GB.

 Trying to split cluster 3 (28432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92226.760000 sec): 2 clusters
  Score: Raw -2803150.893027 + Penalty 1666.481464 = -2801484.411562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92227.100000 sec): 3 clusters
  Score: Raw -2785893.703268 + Penalty 3332.962929 = -2782560.740339
  nChanged 13212
		SP:Iteration 1F (92227.410000 sec): 3 clusters
  Score: Raw -2796499.802954 + Penalty 3332.962929 = -2793166.840026
  nChanged 3545
		SP:Iteration 2F (92227.760000 sec): 3 clusters
  Score: Raw -2802960.147783 + Penalty 3332.962929 = -2799627.184854
  nChanged 4003
		SP:Iteration 3F (92228.120000 sec): 3 clusters
  Score: Raw -2810036.985088 + Penalty 3332.962929 = -2806704.022159
  nChanged 2790
		SP:Iteration 4F (92228.410000 sec): 3 clusters
  Score: Raw -2813294.257470 + Penalty 3332.962929 = -2809961.294541
  nChanged 1592
		SP:Iteration 5F (92228.720000 sec): 3 clusters
  Score: Raw -2814289.340799 + Penalty 3332.962929 = -2810956.377870
  nChanged 731
		SP:Iteration 6Q (92229.090000 sec): 3 clusters
  Score: Raw -2814575.111649 + Penalty 3332.962929 = -2811242.148720
  nChanged 411
		SP:Iteration 7Q (92229.480000 sec): 3 clusters
  Score: Raw -2814702.112832 + Penalty 3332.962929 = -2811369.149903
  nChanged 268
		SP:Iteration 8Q (92229.770000 sec): 3 clusters
  Score: Raw -2814768.239983 + Penalty 3332.962929 = -2811435.277054
  nChanged 190
		SP:Iteration 9Q (92230.100000 sec): 3 clusters
  Score: Raw -2814805.414595 + Penalty 3332.962929 = -2811472.451666
  nChanged 161
		SP:Iteration 10Q (92230.440000 sec): 3 clusters
  Score: Raw -2814828.705479 + Penalty 3332.962929 = -2811495.742550
  nChanged 128
		SP:Iteration 11Q (92230.780000 sec): 3 clusters
  Score: Raw -2814844.595482 + Penalty 3332.962929 = -2811511.632553
  nChanged 98
		SP:Iteration 12Q (92231.090000 sec): 3 clusters
  Score: Raw -2814855.217004 + Penalty 3332.962929 = -2811522.254075
  nChanged 87
		SP:Iteration 13Q (92231.400000 sec): 3 clusters
  Score: Raw -2814863.835765 + Penalty 3332.962929 = -2811530.872836
  nChanged 69
		SP:Iteration 14Q (92231.700000 sec): 3 clusters
  Score: Raw -2814870.376199 + Penalty 3332.962929 = -2811537.413270
  nChanged 67
		SP:Iteration 15Q (92232.060000 sec): 3 clusters
  Score: Raw -2814876.329802 + Penalty 3332.962929 = -2811543.366873
  nChanged 53
		SP:Iteration 16Q (92232.370000 sec): 3 clusters
  Score: Raw -2814880.444970 + Penalty 3332.962929 = -2811547.482041
  nChanged 46
		SP:Iteration 17Q (92232.710000 sec): 3 clusters
  Score: Raw -2814884.224279 + Penalty 3332.962929 = -2811551.261350
  nChanged 50
		SP:Iteration 18Q (92233.080000 sec): 3 clusters
  Score: Raw -2814888.544104 + Penalty 3332.962929 = -2811555.581176
  nChanged 46
		SP:Iteration 19Q (92233.410000 sec): 3 clusters
  Score: Raw -2814892.382506 + Penalty 3332.962929 = -2811559.419577
  nChanged 39
		SP:Iteration 20F (92233.800000 sec): 3 clusters
  Score: Raw -2814895.698576 + Penalty 3332.962929 = -2811562.735647
  nChanged 42
		SP:Iteration 21Q (92234.100000 sec): 3 clusters
  Score: Raw -2814899.092258 + Penalty 3332.962929 = -2811566.129329
  nChanged 33
		SP:Iteration 22Q (92234.430000 sec): 3 clusters
  Score: Raw -2814901.622785 + Penalty 3332.962929 = -2811568.659856
  nChanged 26
		SP:Iteration 23Q (92234.670000 sec): 3 clusters
  Score: Raw -2814903.443360 + Penalty 3332.962929 = -2811570.480431
  nChanged 30
		SP:Iteration 24Q (92235.030000 sec): 3 clusters
  Score: Raw -2814905.390235 + Penalty 3332.962929 = -2811572.427306
  nChanged 28
		SP:Iteration 25Q (92235.330000 sec): 3 clusters
  Score: Raw -2814907.236132 + Penalty 3332.962929 = -2811574.273203
  nChanged 25
		SP:Iteration 26Q (92235.630000 sec): 3 clusters
  Score: Raw -2814908.754339 + Penalty 3332.962929 = -2811575.791410
  nChanged 23
		SP:Iteration 27Q (92236.040000 sec): 3 clusters
  Score: Raw -2814910.148649 + Penalty 3332.962929 = -2811577.185720
  nChanged 18
		SP:Iteration 28Q (92236.330000 sec): 3 clusters
  Score: Raw -2814911.078289 + Penalty 3332.962929 = -2811578.115360
  nChanged 20
		SP:Iteration 29Q (92236.660000 sec): 3 clusters
  Score: Raw -2814912.111951 + Penalty 3332.962929 = -2811579.149022
  nChanged 10
		SP:Iteration 30Q (92236.990000 sec): 3 clusters
  Score: Raw -2814912.624326 + Penalty 3332.962929 = -2811579.661397
  nChanged 12
		SP:Iteration 31Q (92237.300000 sec): 3 clusters
  Score: Raw -2814913.311757 + Penalty 3332.962929 = -2811580.348828
  nChanged 7
		SP:Iteration 32Q (92237.570000 sec): 3 clusters
  Score: Raw -2814913.648408 + Penalty 3332.962929 = -2811580.685479
  nChanged 3
		SP:Iteration 33Q (92237.850000 sec): 3 clusters
  Score: Raw -2814913.819521 + Penalty 3332.962929 = -2811580.856593
  nChanged 3
		SP:Iteration 34Q (92238.180000 sec): 3 clusters
  Score: Raw -2814913.956741 + Penalty 3332.962929 = -2811580.993812
  nChanged 4
		SP:Iteration 35Q (92238.480000 sec): 3 clusters
  Score: Raw -2814914.159335 + Penalty 3332.962929 = -2811581.196407
  nChanged 3
		SP:Iteration 36Q (92238.820000 sec): 3 clusters
  Score: Raw -2814914.271198 + Penalty 3332.962929 = -2811581.308270
  nChanged 2
		SP:Iteration 37Q (92239.100000 sec): 3 clusters
  Score: Raw -2814914.358668 + Penalty 3332.962929 = -2811581.395739
  nChanged 0
		SP:Iteration 38F (92239.370000 sec): 3 clusters
  Score: Raw -2814914.358668 + Penalty 3332.962929 = -2811581.395739
  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 9.05 GB.

 Trying to split cluster 4 (474337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92242.140000 sec): 2 clusters
  Score: Raw -53005387.193611 + Penalty 2123.821914 = -53003263.371697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92245.210000 sec): 3 clusters
  Score: Raw -52686308.548523 + Penalty 4247.643829 = -52682060.904694
  nChanged 232209
		SP:Iteration 1F (92248.590000 sec): 3 clusters
  Score: Raw -52827255.269288 + Penalty 4247.643829 = -52823007.625459
  nChanged 13465
		SP:Iteration 2Q (92252.210000 sec): 3 clusters
  Score: Raw -52830536.786707 + Penalty 4247.643829 = -52826289.142879
  nChanged 15660
		SP:Iteration 3Q (92255.670000 sec): 3 clusters
  Score: Raw -52835566.316534 + Penalty 4247.643829 = -52831318.672705
  nChanged 18827
		SP:Iteration 4Q (92259.440000 sec): 3 clusters
  Score: Raw -52843837.319968 + Penalty 4247.643829 = -52839589.676140
  nChanged 23164
		SP:Iteration 5Q (92263.260000 sec): 3 clusters
  Score: Raw -52857728.112343 + Penalty 4247.643829 = -52853480.468514
  nChanged 28135
		SP:Iteration 6F (92266.880000 sec): 3 clusters
  Score: Raw -52878335.970669 + Penalty 4247.643829 = -52874088.326841
  nChanged 31020
		SP:Iteration 7F (92270.440000 sec): 3 clusters
  Score: Raw -52902766.474642 + Penalty 4247.643829 = -52898518.830814
  nChanged 29997
		SP:Iteration 8F (92273.970000 sec): 3 clusters
  Score: Raw -52924321.147532 + Penalty 4247.643829 = -52920073.503704
  nChanged 25193
		SP:Iteration 9F (92277.680000 sec): 3 clusters
  Score: Raw -52939326.289414 + Penalty 4247.643829 = -52935078.645586
  nChanged 19824
		SP:Iteration 10Q (92281.260000 sec): 3 clusters
  Score: Raw -52949856.822259 + Penalty 4247.643829 = -52945609.178431
  nChanged 16539
		SP:Iteration 11Q (92284.850000 sec): 3 clusters
  Score: Raw -52958847.670862 + Penalty 4247.643829 = -52954600.027034
  nChanged 15475
		SP:Iteration 12Q (92288.390000 sec): 3 clusters
  Score: Raw -52967760.959061 + Penalty 4247.643829 = -52963513.315232
  nChanged 14973
		SP:Iteration 13Q (92291.930000 sec): 3 clusters
  Score: Raw -52976685.688402 + Penalty 4247.643829 = -52972438.044574
  nChanged 13926
		SP:Iteration 14Q (92295.250000 sec): 3 clusters
  Score: Raw -52984917.751775 + Penalty 4247.643829 = -52980670.107946
  nChanged 12278
		SP:Iteration 15Q (92298.610000 sec): 3 clusters
  Score: Raw -52991506.412257 + Penalty 4247.643829 = -52987258.768429
  nChanged 10213
		SP:Iteration 16Q (92301.870000 sec): 3 clusters
  Score: Raw -52996344.838783 + Penalty 4247.643829 = -52992097.194954
  nChanged 8200
		SP:Iteration 17Q (92305.190000 sec): 3 clusters
  Score: Raw -52999673.238877 + Penalty 4247.643829 = -52995425.595048
  nChanged 6341
		SP:Iteration 18Q (92308.540000 sec): 3 clusters
  Score: Raw -53001890.612154 + Penalty 4247.643829 = -52997642.968326
  nChanged 5012
		SP:Iteration 19Q (92311.760000 sec): 3 clusters
  Score: Raw -53003426.606721 + Penalty 4247.643829 = -52999178.962893
  nChanged 3895
		SP:Iteration 20F (92315.360000 sec): 3 clusters
  Score: Raw -53004488.920545 + Penalty 4247.643829 = -53000241.276716
  nChanged 3214
		SP:Iteration 21Q (92318.690000 sec): 3 clusters
  Score: Raw -53005285.022741 + Penalty 4247.643829 = -53001037.378913
  nChanged 2612
		SP:Iteration 22Q (92321.900000 sec): 3 clusters
  Score: Raw -53005853.345110 + Penalty 4247.643829 = -53001605.701281
  nChanged 2052
		SP:Iteration 23Q (92324.920000 sec): 3 clusters
  Score: Raw -53006233.241136 + Penalty 4247.643829 = -53001985.597307
  nChanged 1635
		SP:Iteration 24Q (92327.970000 sec): 3 clusters
  Score: Raw -53006505.932103 + Penalty 4247.643829 = -53002258.288274
  nChanged 1329
		SP:Iteration 25Q (92331.150000 sec): 3 clusters
  Score: Raw -53006707.885440 + Penalty 4247.643829 = -53002460.241612
  nChanged 1105
		SP:Iteration 26Q (92334.390000 sec): 3 clusters
  Score: Raw -53006864.339325 + Penalty 4247.643829 = -53002616.695496
  nChanged 910
		SP:Iteration 27Q (92337.610000 sec): 3 clusters
  Score: Raw -53006980.397809 + Penalty 4247.643829 = -53002732.753981
  nChanged 783
		SP:Iteration 28Q (92340.920000 sec): 3 clusters
  Score: Raw -53007070.889421 + Penalty 4247.643829 = -53002823.245593
  nChanged 623
		SP:Iteration 29Q (92344.060000 sec): 3 clusters
  Score: Raw -53007131.217664 + Penalty 4247.643829 = -53002883.573835
  nChanged 511
		SP:Iteration 30Q (92347.150000 sec): 3 clusters
  Score: Raw -53007184.186769 + Penalty 4247.643829 = -53002936.542941
  nChanged 464
		SP:Iteration 31Q (92350.350000 sec): 3 clusters
  Score: Raw -53007228.182692 + Penalty 4247.643829 = -53002980.538863
  nChanged 403
		SP:Iteration 32Q (92353.630000 sec): 3 clusters
  Score: Raw -53007262.838872 + Penalty 4247.643829 = -53003015.195044
  nChanged 334
		SP:Iteration 33Q (92356.770000 sec): 3 clusters
  Score: Raw -53007289.631271 + Penalty 4247.643829 = -53003041.987443
  nChanged 290
		SP:Iteration 34Q (92359.830000 sec): 3 clusters
  Score: Raw -53007311.264928 + Penalty 4247.643829 = -53003063.621100
  nChanged 266
		SP:Iteration 35Q (92362.950000 sec): 3 clusters
  Score: Raw -53007331.154964 + Penalty 4247.643829 = -53003083.511135
  nChanged 235
		SP:Iteration 36Q (92365.960000 sec): 3 clusters
  Score: Raw -53007348.447807 + Penalty 4247.643829 = -53003100.803979
  nChanged 223
		SP:Iteration 37Q (92369.090000 sec): 3 clusters
  Score: Raw -53007365.045726 + Penalty 4247.643829 = -53003117.401897
  nChanged 204
		SP:Iteration 38Q (92372.410000 sec): 3 clusters
  Score: Raw -53007380.299835 + Penalty 4247.643829 = -53003132.656006
  nChanged 208
		SP:Iteration 39Q (92375.510000 sec): 3 clusters
  Score: Raw -53007395.207005 + Penalty 4247.643829 = -53003147.563177
  nChanged 177
		SP:Iteration 40F (92378.920000 sec): 3 clusters
  Score: Raw -53007408.038040 + Penalty 4247.643829 = -53003160.394211
  nChanged 162
		SP:Iteration 41Q (92381.980000 sec): 3 clusters
  Score: Raw -53007418.849064 + Penalty 4247.643829 = -53003171.205236
  nChanged 137
		SP:Iteration 42Q (92384.780000 sec): 3 clusters
  Score: Raw -53007428.100447 + Penalty 4247.643829 = -53003180.456619
  nChanged 124
		SP:Iteration 43Q (92387.710000 sec): 3 clusters
  Score: Raw -53007435.448962 + Penalty 4247.643829 = -53003187.805134
  nChanged 123
		SP:Iteration 44Q (92390.700000 sec): 3 clusters
  Score: Raw -53007442.617963 + Penalty 4247.643829 = -53003194.974135
  nChanged 100
		SP:Iteration 45Q (92393.520000 sec): 3 clusters
  Score: Raw -53007448.118161 + Penalty 4247.643829 = -53003200.474333
  nChanged 104
		SP:Iteration 46Q (92396.200000 sec): 3 clusters
  Score: Raw -53007453.208974 + Penalty 4247.643829 = -53003205.565145
  nChanged 79
		SP:Iteration 47Q (92398.860000 sec): 3 clusters
  Score: Raw -53007457.241317 + Penalty 4247.643829 = -53003209.597489
  nChanged 68
		SP:Iteration 48Q (92402.000000 sec): 3 clusters
  Score: Raw -53007460.738311 + Penalty 4247.643829 = -53003213.094482
  nChanged 63
		SP:Iteration 49Q (92404.890000 sec): 3 clusters
  Score: Raw -53007463.848989 + Penalty 4247.643829 = -53003216.205161
  nChanged 60
		SP:Iteration 50Q (92407.920000 sec): 3 clusters
  Score: Raw -53007466.322051 + Penalty 4247.643829 = -53003218.678222
  nChanged 50
		SP:Iteration 51Q (92410.490000 sec): 3 clusters
  Score: Raw -53007468.233024 + Penalty 4247.643829 = -53003220.589196
  nChanged 44
		SP:Iteration 52Q (92412.960000 sec): 3 clusters
  Score: Raw -53007470.069972 + Penalty 4247.643829 = -53003222.426144
  nChanged 39
		SP:Iteration 53Q (92415.400000 sec): 3 clusters
  Score: Raw -53007471.640080 + Penalty 4247.643829 = -53003223.996252
  nChanged 37
		SP:Iteration 54Q (92418.050000 sec): 3 clusters
  Score: Raw -53007473.007599 + Penalty 4247.643829 = -53003225.363771
  nChanged 28
		SP:Iteration 55Q (92420.670000 sec): 3 clusters
  Score: Raw -53007474.024121 + Penalty 4247.643829 = -53003226.380292
  nChanged 16
		SP:Iteration 56Q (92423.400000 sec): 3 clusters
  Score: Raw -53007474.534252 + Penalty 4247.643829 = -53003226.890424
  nChanged 16
		SP:Iteration 57Q (92425.960000 sec): 3 clusters
  Score: Raw -53007474.955320 + Penalty 4247.643829 = -53003227.311491
  nChanged 16
		SP:Iteration 58Q (92428.580000 sec): 3 clusters
  Score: Raw -53007475.406200 + Penalty 4247.643829 = -53003227.762371
  nChanged 12
		SP:Iteration 59Q (92431.030000 sec): 3 clusters
  Score: Raw -53007475.856709 + Penalty 4247.643829 = -53003228.212880
  nChanged 15
		SP:Iteration 60F (92433.930000 sec): 3 clusters
  Score: Raw -53007476.261701 + Penalty 4247.643829 = -53003228.617873
  nChanged 14
		SP:Iteration 61Q (92436.510000 sec): 3 clusters
  Score: Raw -53007476.691093 + Penalty 4247.643829 = -53003229.047265
  nChanged 11
		SP:Iteration 62Q (92439.040000 sec): 3 clusters
  Score: Raw -53007477.039886 + Penalty 4247.643829 = -53003229.396057
  nChanged 10
		SP:Iteration 63Q (92441.640000 sec): 3 clusters
  Score: Raw -53007477.296365 + Penalty 4247.643829 = -53003229.652537
  nChanged 12
		SP:Iteration 64Q (92444.170000 sec): 3 clusters
  Score: Raw -53007477.586797 + Penalty 4247.643829 = -53003229.942968
  nChanged 7
		SP:Iteration 65Q (92446.670000 sec): 3 clusters
  Score: Raw -53007477.786444 + Penalty 4247.643829 = -53003230.142616
  nChanged 5
		SP:Iteration 66Q (92449.340000 sec): 3 clusters
  Score: Raw -53007477.870384 + Penalty 4247.643829 = -53003230.226555
  nChanged 1
		SP:Iteration 67Q (92451.940000 sec): 3 clusters
  Score: Raw -53007477.882786 + Penalty 4247.643829 = -53003230.238957
  nChanged 0
		SP:Iteration 68F (92454.730000 sec): 3 clusters
  Score: Raw -53007477.882786 + Penalty 4247.643829 = -53003230.238957
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (49430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92455.280000 sec): 2 clusters
  Score: Raw -5263540.975768 + Penalty 1756.350831 = -5261784.624937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92455.710000 sec): 3 clusters
  Score: Raw -5232318.268924 + Penalty 3512.701662 = -5228805.567262
  nChanged 23217
		SP:Iteration 1F (92456.160000 sec): 3 clusters
  Score: Raw -5245833.983329 + Penalty 3512.701662 = -5242321.281667
  nChanged 2708
		SP:Iteration 2F (92456.580000 sec): 3 clusters
  Score: Raw -5247163.913582 + Penalty 3512.701662 = -5243651.211920
  nChanged 3027
		SP:Iteration 3F (92457.030000 sec): 3 clusters
  Score: Raw -5249008.012160 + Penalty 3512.701662 = -5245495.310498
  nChanged 3554
		SP:Iteration 4F (92457.480000 sec): 3 clusters
  Score: Raw -5251684.585554 + Penalty 3512.701662 = -5248171.883892
  nChanged 4019
		SP:Iteration 5F (92457.920000 sec): 3 clusters
  Score: Raw -5254964.758587 + Penalty 3512.701662 = -5251452.056925
  nChanged 3802
		SP:Iteration 6F (92458.360000 sec): 3 clusters
  Score: Raw -5257883.033221 + Penalty 3512.701662 = -5254370.331559
  nChanged 3254
		SP:Iteration 7F (92458.790000 sec): 3 clusters
  Score: Raw -5260264.612120 + Penalty 3512.701662 = -5256751.910458
  nChanged 2649
		SP:Iteration 8F (92459.200000 sec): 3 clusters
  Score: Raw -5262286.705481 + Penalty 3512.701662 = -5258774.003819
  nChanged 2297
		SP:Iteration 9Q (92459.650000 sec): 3 clusters
  Score: Raw -5264170.391013 + Penalty 3512.701662 = -5260657.689350
  nChanged 2135
		SP:Iteration 10Q (92460.090000 sec): 3 clusters
  Score: Raw -5266179.844722 + Penalty 3512.701662 = -5262667.143060
  nChanged 1971
		SP:Iteration 11Q (92460.550000 sec): 3 clusters
  Score: Raw -5268291.894943 + Penalty 3512.701662 = -5264779.193281
  nChanged 1955
		SP:Iteration 12Q (92460.970000 sec): 3 clusters
  Score: Raw -5270380.347299 + Penalty 3512.701662 = -5266867.645637
  nChanged 1781
		SP:Iteration 13Q (92461.430000 sec): 3 clusters
  Score: Raw -5271810.981251 + Penalty 3512.701662 = -5268298.279589
  nChanged 1356
		SP:Iteration 14Q (92461.800000 sec): 3 clusters
  Score: Raw -5272559.839660 + Penalty 3512.701662 = -5269047.137998
  nChanged 966
		SP:Iteration 15Q (92462.210000 sec): 3 clusters
  Score: Raw -5272906.802656 + Penalty 3512.701662 = -5269394.100994
  nChanged 637
		SP:Iteration 16Q (92462.640000 sec): 3 clusters
  Score: Raw -5273065.197731 + Penalty 3512.701662 = -5269552.496069
  nChanged 412
		SP:Iteration 17Q (92463.110000 sec): 3 clusters
  Score: Raw -5273136.846946 + Penalty 3512.701662 = -5269624.145284
  nChanged 285
		SP:Iteration 18Q (92463.540000 sec): 3 clusters
  Score: Raw -5273169.031907 + Penalty 3512.701662 = -5269656.330245
  nChanged 176
		SP:Iteration 19Q (92463.980000 sec): 3 clusters
  Score: Raw -5273183.399853 + Penalty 3512.701662 = -5269670.698191
  nChanged 112
		SP:Iteration 20F (92464.460000 sec): 3 clusters
  Score: Raw -5273192.105881 + Penalty 3512.701662 = -5269679.404219
  nChanged 85
		SP:Iteration 21Q (92464.870000 sec): 3 clusters
  Score: Raw -5273197.083330 + Penalty 3512.701662 = -5269684.381668
  nChanged 53
		SP:Iteration 22Q (92465.320000 sec): 3 clusters
  Score: Raw -5273199.425347 + Penalty 3512.701662 = -5269686.723685
  nChanged 37
		SP:Iteration 23Q (92465.730000 sec): 3 clusters
  Score: Raw -5273200.590345 + Penalty 3512.701662 = -5269687.888683
  nChanged 20
		SP:Iteration 24Q (92466.080000 sec): 3 clusters
  Score: Raw -5273201.259728 + Penalty 3512.701662 = -5269688.558066
  nChanged 13
		SP:Iteration 25Q (92466.520000 sec): 3 clusters
  Score: Raw -5273201.825698 + Penalty 3512.701662 = -5269689.124036
  nChanged 11
		SP:Iteration 26Q (92466.940000 sec): 3 clusters
  Score: Raw -5273202.093099 + Penalty 3512.701662 = -5269689.391437
  nChanged 2
		SP:Iteration 27Q (92467.360000 sec): 3 clusters
  Score: Raw -5273202.130093 + Penalty 3512.701662 = -5269689.428431
  nChanged 3
		SP:Iteration 28Q (92467.720000 sec): 3 clusters
  Score: Raw -5273202.206921 + Penalty 3512.701662 = -5269689.505258
  nChanged 2
		SP:Iteration 29Q (92468.170000 sec): 3 clusters
  Score: Raw -5273202.245214 + Penalty 3512.701662 = -5269689.543552
  nChanged 2
		SP:Iteration 30Q (92468.590000 sec): 3 clusters
  Score: Raw -5273202.309032 + Penalty 3512.701662 = -5269689.607370
  nChanged 3
		SP:Iteration 31Q (92469.050000 sec): 3 clusters
  Score: Raw -5273202.354432 + Penalty 3512.701662 = -5269689.652770
  nChanged 1
		SP:Iteration 32Q (92469.510000 sec): 3 clusters
  Score: Raw -5273202.394740 + Penalty 3512.701662 = -5269689.693078
  nChanged 1
		SP:Iteration 33Q (92469.980000 sec): 3 clusters
  Score: Raw -5273202.413422 + Penalty 3512.701662 = -5269689.711760
  nChanged 0
		SP:Iteration 34F (92470.360000 sec): 3 clusters
  Score: Raw -5273202.413422 + Penalty 3512.701662 = -5269689.711760
  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 9.05 GB.

 Trying to split cluster 6 (46850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92470.640000 sec): 2 clusters
  Score: Raw -5169628.494814 + Penalty 1747.639772 = -5167880.855043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92471.050000 sec): 3 clusters
  Score: Raw -5140132.495245 + Penalty 3495.279543 = -5136637.215701
  nChanged 22010
		SP:Iteration 1F (92471.490000 sec): 3 clusters
  Score: Raw -5153124.014560 + Penalty 3495.279543 = -5149628.735017
  nChanged 2540
		SP:Iteration 2F (92471.890000 sec): 3 clusters
  Score: Raw -5154568.236855 + Penalty 3495.279543 = -5151072.957312
  nChanged 2874
		SP:Iteration 3F (92472.270000 sec): 3 clusters
  Score: Raw -5156352.731016 + Penalty 3495.279543 = -5152857.451473
  nChanged 3137
		SP:Iteration 4F (92472.700000 sec): 3 clusters
  Score: Raw -5158312.466255 + Penalty 3495.279543 = -5154817.186711
  nChanged 3134
		SP:Iteration 5F (92473.160000 sec): 3 clusters
  Score: Raw -5160169.626334 + Penalty 3495.279543 = -5156674.346790
  nChanged 2888
		SP:Iteration 6F (92473.630000 sec): 3 clusters
  Score: Raw -5161756.433999 + Penalty 3495.279543 = -5158261.154455
  nChanged 2588
		SP:Iteration 7F (92474.060000 sec): 3 clusters
  Score: Raw -5163006.968392 + Penalty 3495.279543 = -5159511.688849
  nChanged 2186
		SP:Iteration 8Q (92474.440000 sec): 3 clusters
  Score: Raw -5163944.806399 + Penalty 3495.279543 = -5160449.526855
  nChanged 1727
		SP:Iteration 9Q (92474.910000 sec): 3 clusters
  Score: Raw -5164582.943472 + Penalty 3495.279543 = -5161087.663928
  nChanged 1396
		SP:Iteration 10Q (92475.310000 sec): 3 clusters
  Score: Raw -5164999.373181 + Penalty 3495.279543 = -5161504.093637
  nChanged 1060
		SP:Iteration 11Q (92475.780000 sec): 3 clusters
  Score: Raw -5165251.743172 + Penalty 3495.279543 = -5161756.463628
  nChanged 815
		SP:Iteration 12Q (92476.230000 sec): 3 clusters
  Score: Raw -5165420.866365 + Penalty 3495.279543 = -5161925.586822
  nChanged 695
		SP:Iteration 13Q (92476.690000 sec): 3 clusters
  Score: Raw -5165539.179830 + Penalty 3495.279543 = -5162043.900287
  nChanged 556
		SP:Iteration 14Q (92477.080000 sec): 3 clusters
  Score: Raw -5165621.599713 + Penalty 3495.279543 = -5162126.320170
  nChanged 458
		SP:Iteration 15Q (92477.540000 sec): 3 clusters
  Score: Raw -5165682.761438 + Penalty 3495.279543 = -5162187.481894
  nChanged 417
		SP:Iteration 16Q (92478.050000 sec): 3 clusters
  Score: Raw -5165735.064010 + Penalty 3495.279543 = -5162239.784467
  nChanged 375
		SP:Iteration 17Q (92478.540000 sec): 3 clusters
  Score: Raw -5165778.443883 + Penalty 3495.279543 = -5162283.164339
  nChanged 373
		SP:Iteration 18Q (92478.980000 sec): 3 clusters
  Score: Raw -5165821.467862 + Penalty 3495.279543 = -5162326.188318
  nChanged 350
		SP:Iteration 19Q (92479.400000 sec): 3 clusters
  Score: Raw -5165860.134287 + Penalty 3495.279543 = -5162364.854743
  nChanged 319
		SP:Iteration 20F (92479.850000 sec): 3 clusters
  Score: Raw -5165896.199160 + Penalty 3495.279543 = -5162400.919616
  nChanged 321
		SP:Iteration 21Q (92480.260000 sec): 3 clusters
  Score: Raw -5165929.103725 + Penalty 3495.279543 = -5162433.824181
  nChanged 293
		SP:Iteration 22Q (92480.720000 sec): 3 clusters
  Score: Raw -5165958.869210 + Penalty 3495.279543 = -5162463.589667
  nChanged 314
		SP:Iteration 23Q (92481.150000 sec): 3 clusters
  Score: Raw -5165994.848778 + Penalty 3495.279543 = -5162499.569235
  nChanged 342
		SP:Iteration 24Q (92481.590000 sec): 3 clusters
  Score: Raw -5166037.047174 + Penalty 3495.279543 = -5162541.767630
  nChanged 358
		SP:Iteration 25Q (92481.980000 sec): 3 clusters
  Score: Raw -5166080.845394 + Penalty 3495.279543 = -5162585.565850
  nChanged 341
		SP:Iteration 26Q (92482.340000 sec): 3 clusters
  Score: Raw -5166119.900566 + Penalty 3495.279543 = -5162624.621023
  nChanged 350
		SP:Iteration 27Q (92482.780000 sec): 3 clusters
  Score: Raw -5166160.310005 + Penalty 3495.279543 = -5162665.030462
  nChanged 360
		SP:Iteration 28Q (92483.180000 sec): 3 clusters
  Score: Raw -5166204.251528 + Penalty 3495.279543 = -5162708.971984
  nChanged 375
		SP:Iteration 29Q (92483.610000 sec): 3 clusters
  Score: Raw -5166251.706103 + Penalty 3495.279543 = -5162756.426560
  nChanged 424
		SP:Iteration 30Q (92484.010000 sec): 3 clusters
  Score: Raw -5166312.984967 + Penalty 3495.279543 = -5162817.705423
  nChanged 448
		SP:Iteration 31Q (92484.400000 sec): 3 clusters
  Score: Raw -5166380.905070 + Penalty 3495.279543 = -5162885.625526
  nChanged 479
		SP:Iteration 32Q (92484.790000 sec): 3 clusters
  Score: Raw -5166458.236800 + Penalty 3495.279543 = -5162962.957256
  nChanged 511
		SP:Iteration 33Q (92485.160000 sec): 3 clusters
  Score: Raw -5166543.877389 + Penalty 3495.279543 = -5163048.597846
  nChanged 550
		SP:Iteration 34Q (92485.600000 sec): 3 clusters
  Score: Raw -5166643.764820 + Penalty 3495.279543 = -5163148.485277
  nChanged 601
		SP:Iteration 35Q (92485.980000 sec): 3 clusters
  Score: Raw -5166769.726342 + Penalty 3495.279543 = -5163274.446798
  nChanged 696
		SP:Iteration 36Q (92486.330000 sec): 3 clusters
  Score: Raw -5166941.954375 + Penalty 3495.279543 = -5163446.674832
  nChanged 771
		SP:Iteration 37Q (92486.720000 sec): 3 clusters
  Score: Raw -5167146.204035 + Penalty 3495.279543 = -5163650.924492
  nChanged 784
		SP:Iteration 38Q (92487.100000 sec): 3 clusters
  Score: Raw -5167375.242242 + Penalty 3495.279543 = -5163879.962699
  nChanged 878
		SP:Iteration 39Q (92487.580000 sec): 3 clusters
  Score: Raw -5167663.904147 + Penalty 3495.279543 = -5164168.624603
  nChanged 949
		SP:Iteration 40F (92487.980000 sec): 3 clusters
  Score: Raw -5167996.080420 + Penalty 3495.279543 = -5164500.800877
  nChanged 967
		SP:Iteration 41Q (92488.430000 sec): 3 clusters
  Score: Raw -5168364.210171 + Penalty 3495.279543 = -5164868.930627
  nChanged 962
		SP:Iteration 42Q (92488.860000 sec): 3 clusters
  Score: Raw -5168733.755380 + Penalty 3495.279543 = -5165238.475837
  nChanged 939
		SP:Iteration 43Q (92489.290000 sec): 3 clusters
  Score: Raw -5169100.723193 + Penalty 3495.279543 = -5165605.443650
  nChanged 867
		SP:Iteration 44Q (92489.720000 sec): 3 clusters
  Score: Raw -5169419.578506 + Penalty 3495.279543 = -5165924.298963
  nChanged 736
		SP:Iteration 45Q (92490.150000 sec): 3 clusters
  Score: Raw -5169672.150477 + Penalty 3495.279543 = -5166176.870934
  nChanged 626
		SP:Iteration 46Q (92490.590000 sec): 3 clusters
  Score: Raw -5169864.033789 + Penalty 3495.279543 = -5166368.754246
  nChanged 505
		SP:Iteration 47Q (92491.020000 sec): 3 clusters
  Score: Raw -5170000.346080 + Penalty 3495.279543 = -5166505.066536
  nChanged 414
		SP:Iteration 48Q (92491.460000 sec): 3 clusters
  Score: Raw -5170097.549721 + Penalty 3495.279543 = -5166602.270178
  nChanged 322
		SP:Iteration 49Q (92491.840000 sec): 3 clusters
  Score: Raw -5170167.667920 + Penalty 3495.279543 = -5166672.388376
  nChanged 283
		SP:Iteration 50Q (92492.260000 sec): 3 clusters
  Score: Raw -5170231.549861 + Penalty 3495.279543 = -5166736.270317
  nChanged 246
		SP:Iteration 51Q (92492.680000 sec): 3 clusters
  Score: Raw -5170284.056634 + Penalty 3495.279543 = -5166788.777091
  nChanged 207
		SP:Iteration 52Q (92493.130000 sec): 3 clusters
  Score: Raw -5170325.106023 + Penalty 3495.279543 = -5166829.826480
  nChanged 168
		SP:Iteration 53Q (92493.540000 sec): 3 clusters
  Score: Raw -5170354.811000 + Penalty 3495.279543 = -5166859.531457
  nChanged 148
		SP:Iteration 54Q (92493.910000 sec): 3 clusters
  Score: Raw -5170384.344971 + Penalty 3495.279543 = -5166889.065428
  nChanged 165
		SP:Iteration 55Q (92494.290000 sec): 3 clusters
  Score: Raw -5170422.406064 + Penalty 3495.279543 = -5166927.126520
  nChanged 148
		SP:Iteration 56Q (92494.690000 sec): 3 clusters
  Score: Raw -5170458.805745 + Penalty 3495.279543 = -5166963.526202
  nChanged 153
		SP:Iteration 57Q (92495.120000 sec): 3 clusters
  Score: Raw -5170491.027988 + Penalty 3495.279543 = -5166995.748444
  nChanged 138
		SP:Iteration 58Q (92495.560000 sec): 3 clusters
  Score: Raw -5170516.921039 + Penalty 3495.279543 = -5167021.641495
  nChanged 148
		SP:Iteration 59Q (92495.980000 sec): 3 clusters
  Score: Raw -5170546.079170 + Penalty 3495.279543 = -5167050.799627
  nChanged 147
		SP:Iteration 60F (92496.390000 sec): 3 clusters
  Score: Raw -5170577.963049 + Penalty 3495.279543 = -5167082.683506
  nChanged 170
		SP:Iteration 61Q (92496.770000 sec): 3 clusters
  Score: Raw -5170624.884825 + Penalty 3495.279543 = -5167129.605281
  nChanged 205
		SP:Iteration 62Q (92497.170000 sec): 3 clusters
  Score: Raw -5170688.735836 + Penalty 3495.279543 = -5167193.456292
  nChanged 215
		SP:Iteration 63Q (92497.590000 sec): 3 clusters
  Score: Raw -5170786.638459 + Penalty 3495.279543 = -5167291.358915
  nChanged 290
		SP:Iteration 64Q (92498.000000 sec): 3 clusters
  Score: Raw -5170935.541986 + Penalty 3495.279543 = -5167440.262443
  nChanged 350
		SP:Iteration 65Q (92498.400000 sec): 3 clusters
  Score: Raw -5171152.687162 + Penalty 3495.279543 = -5167657.407619
  nChanged 410
		SP:Iteration 66Q (92498.830000 sec): 3 clusters
  Score: Raw -5171451.657599 + Penalty 3495.279543 = -5167956.378056
  nChanged 471
		SP:Iteration 67Q (92499.300000 sec): 3 clusters
  Score: Raw -5171873.297824 + Penalty 3495.279543 = -5168378.018281
  nChanged 469
		SP:Iteration 68Q (92499.700000 sec): 3 clusters
  Score: Raw -5172362.793055 + Penalty 3495.279543 = -5168867.513512
  nChanged 395
		SP:Iteration 69Q (92500.070000 sec): 3 clusters
  Score: Raw -5172681.246357 + Penalty 3495.279543 = -5169185.966814
  nChanged 305
		SP:Iteration 70Q (92500.440000 sec): 3 clusters
  Score: Raw -5172839.924201 + Penalty 3495.279543 = -5169344.644658
  nChanged 200
		SP:Iteration 71Q (92500.810000 sec): 3 clusters
  Score: Raw -5172914.000881 + Penalty 3495.279543 = -5169418.721338
  nChanged 131
		SP:Iteration 72Q (92501.170000 sec): 3 clusters
  Score: Raw -5172943.032399 + Penalty 3495.279543 = -5169447.752855
  nChanged 82
		SP:Iteration 73Q (92501.570000 sec): 3 clusters
  Score: Raw -5172956.707363 + Penalty 3495.279543 = -5169461.427819
  nChanged 48
		SP:Iteration 74Q (92501.950000 sec): 3 clusters
  Score: Raw -5172962.472799 + Penalty 3495.279543 = -5169467.193256
  nChanged 34
		SP:Iteration 75Q (92502.330000 sec): 3 clusters
  Score: Raw -5172965.894287 + Penalty 3495.279543 = -5169470.614743
  nChanged 25
		SP:Iteration 76Q (92502.650000 sec): 3 clusters
  Score: Raw -5172968.569649 + Penalty 3495.279543 = -5169473.290105
  nChanged 29
		SP:Iteration 77Q (92503.040000 sec): 3 clusters
  Score: Raw -5172971.888756 + Penalty 3495.279543 = -5169476.609213
  nChanged 17
		SP:Iteration 78Q (92503.420000 sec): 3 clusters
  Score: Raw -5172973.861895 + Penalty 3495.279543 = -5169478.582352
  nChanged 9
		SP:Iteration 79Q (92503.800000 sec): 3 clusters
  Score: Raw -5172974.407399 + Penalty 3495.279543 = -5169479.127855
  nChanged 7
		SP:Iteration 80F (92504.210000 sec): 3 clusters
  Score: Raw -5172974.822226 + Penalty 3495.279543 = -5169479.542683
  nChanged 7
		SP:Iteration 81Q (92504.590000 sec): 3 clusters
  Score: Raw -5172975.313809 + Penalty 3495.279543 = -5169480.034266
  nChanged 7
		SP:Iteration 82Q (92504.990000 sec): 3 clusters
  Score: Raw -5172975.944363 + Penalty 3495.279543 = -5169480.664819
  nChanged 3
		SP:Iteration 83Q (92505.420000 sec): 3 clusters
  Score: Raw -5172976.038920 + Penalty 3495.279543 = -5169480.759376
  nChanged 0
		SP:Iteration 84F (92505.800000 sec): 3 clusters
  Score: Raw -5172976.038920 + Penalty 3495.279543 = -5169480.759376
  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 9.05 GB.

 Trying to split cluster 7 (106794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92506.340000 sec): 2 clusters
  Score: Raw -11729056.316750 + Penalty 1881.531766 = -11727174.784984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92507.020000 sec): 3 clusters
  Score: Raw -11659569.740977 + Penalty 3763.063533 = -11655806.677444
  nChanged 51011
		SP:Iteration 1F (92507.680000 sec): 3 clusters
  Score: Raw -11689598.261078 + Penalty 3763.063533 = -11685835.197545
  nChanged 3648
		SP:Iteration 2Q (92508.450000 sec): 3 clusters
  Score: Raw -11690616.637270 + Penalty 3763.063533 = -11686853.573737
  nChanged 4056
		SP:Iteration 3Q (92509.240000 sec): 3 clusters
  Score: Raw -11692036.940899 + Penalty 3763.063533 = -11688273.877366
  nChanged 4745
		SP:Iteration 4Q (92510.020000 sec): 3 clusters
  Score: Raw -11694210.754357 + Penalty 3763.063533 = -11690447.690824
  nChanged 5790
		SP:Iteration 5F (92510.870000 sec): 3 clusters
  Score: Raw -11697534.522424 + Penalty 3763.063533 = -11693771.458891
  nChanged 6831
		SP:Iteration 6F (92511.670000 sec): 3 clusters
  Score: Raw -11702177.092146 + Penalty 3763.063533 = -11698414.028613
  nChanged 7498
		SP:Iteration 7F (92512.480000 sec): 3 clusters
  Score: Raw -11707731.991879 + Penalty 3763.063533 = -11703968.928346
  nChanged 7195
		SP:Iteration 8F (92513.180000 sec): 3 clusters
  Score: Raw -11713281.513098 + Penalty 3763.063533 = -11709518.449565
  nChanged 6139
		SP:Iteration 9F (92513.900000 sec): 3 clusters
  Score: Raw -11718134.252800 + Penalty 3763.063533 = -11714371.189267
  nChanged 4805
		SP:Iteration 10Q (92514.660000 sec): 3 clusters
  Score: Raw -11721827.158007 + Penalty 3763.063533 = -11718064.094474
  nChanged 3575
		SP:Iteration 11Q (92515.390000 sec): 3 clusters
  Score: Raw -11724362.157685 + Penalty 3763.063533 = -11720599.094152
  nChanged 2718
		SP:Iteration 12Q (92516.040000 sec): 3 clusters
  Score: Raw -11726228.068820 + Penalty 3763.063533 = -11722465.005287
  nChanged 2063
		SP:Iteration 13Q (92516.690000 sec): 3 clusters
  Score: Raw -11727659.868932 + Penalty 3763.063533 = -11723896.805399
  nChanged 1535
		SP:Iteration 14Q (92517.350000 sec): 3 clusters
  Score: Raw -11728740.544078 + Penalty 3763.063533 = -11724977.480545
  nChanged 1034
		SP:Iteration 15Q (92518.030000 sec): 3 clusters
  Score: Raw -11729453.570823 + Penalty 3763.063533 = -11725690.507290
  nChanged 685
		SP:Iteration 16Q (92518.760000 sec): 3 clusters
  Score: Raw -11729877.376155 + Penalty 3763.063533 = -11726114.312622
  nChanged 457
		SP:Iteration 17Q (92519.490000 sec): 3 clusters
  Score: Raw -11730104.176154 + Penalty 3763.063533 = -11726341.112621
  nChanged 320
		SP:Iteration 18Q (92520.210000 sec): 3 clusters
  Score: Raw -11730246.470545 + Penalty 3763.063533 = -11726483.407012
  nChanged 251
		SP:Iteration 19Q (92520.980000 sec): 3 clusters
  Score: Raw -11730344.801170 + Penalty 3763.063533 = -11726581.737637
  nChanged 186
		SP:Iteration 20F (92521.730000 sec): 3 clusters
  Score: Raw -11730422.116710 + Penalty 3763.063533 = -11726659.053177
  nChanged 167
		SP:Iteration 21Q (92522.420000 sec): 3 clusters
  Score: Raw -11730484.989575 + Penalty 3763.063533 = -11726721.926042
  nChanged 111
		SP:Iteration 22Q (92523.040000 sec): 3 clusters
  Score: Raw -11730522.168965 + Penalty 3763.063533 = -11726759.105432
  nChanged 93
		SP:Iteration 23Q (92523.710000 sec): 3 clusters
  Score: Raw -11730546.912642 + Penalty 3763.063533 = -11726783.849109
  nChanged 75
		SP:Iteration 24Q (92524.390000 sec): 3 clusters
  Score: Raw -11730567.827981 + Penalty 3763.063533 = -11726804.764449
  nChanged 67
		SP:Iteration 25Q (92525.060000 sec): 3 clusters
  Score: Raw -11730583.455960 + Penalty 3763.063533 = -11726820.392427
  nChanged 56
		SP:Iteration 26Q (92525.780000 sec): 3 clusters
  Score: Raw -11730595.561469 + Penalty 3763.063533 = -11726832.497936
  nChanged 41
		SP:Iteration 27Q (92526.450000 sec): 3 clusters
  Score: Raw -11730603.596166 + Penalty 3763.063533 = -11726840.532633
  nChanged 33
		SP:Iteration 28Q (92527.070000 sec): 3 clusters
  Score: Raw -11730609.029502 + Penalty 3763.063533 = -11726845.965969
  nChanged 36
		SP:Iteration 29Q (92527.690000 sec): 3 clusters
  Score: Raw -11730614.837384 + Penalty 3763.063533 = -11726851.773852
  nChanged 30
		SP:Iteration 30Q (92528.280000 sec): 3 clusters
  Score: Raw -11730618.786102 + Penalty 3763.063533 = -11726855.722569
  nChanged 26
		SP:Iteration 31Q (92528.920000 sec): 3 clusters
  Score: Raw -11730623.049208 + Penalty 3763.063533 = -11726859.985675
  nChanged 19
		SP:Iteration 32Q (92529.550000 sec): 3 clusters
  Score: Raw -11730626.572853 + Penalty 3763.063533 = -11726863.509320
  nChanged 20
		SP:Iteration 33Q (92530.230000 sec): 3 clusters
  Score: Raw -11730629.947377 + Penalty 3763.063533 = -11726866.883844
  nChanged 13
		SP:Iteration 34Q (92530.840000 sec): 3 clusters
  Score: Raw -11730632.071321 + Penalty 3763.063533 = -11726869.007788
  nChanged 14
		SP:Iteration 35Q (92531.480000 sec): 3 clusters
  Score: Raw -11730634.083618 + Penalty 3763.063533 = -11726871.020086
  nChanged 9
		SP:Iteration 36Q (92532.160000 sec): 3 clusters
  Score: Raw -11730634.911044 + Penalty 3763.063533 = -11726871.847511
  nChanged 1
		SP:Iteration 37Q (92532.800000 sec): 3 clusters
  Score: Raw -11730634.972216 + Penalty 3763.063533 = -11726871.908684
  nChanged 2
		SP:Iteration 38Q (92533.500000 sec): 3 clusters
  Score: Raw -11730635.181417 + Penalty 3763.063533 = -11726872.117884
  nChanged 2
		SP:Iteration 39Q (92534.140000 sec): 3 clusters
  Score: Raw -11730635.288729 + Penalty 3763.063533 = -11726872.225196
  nChanged 2
		SP:Iteration 40F (92534.720000 sec): 3 clusters
  Score: Raw -11730635.538474 + Penalty 3763.063533 = -11726872.474942
  nChanged 1
		SP:Iteration 41Q (92535.370000 sec): 3 clusters
  Score: Raw -11730635.653134 + Penalty 3763.063533 = -11726872.589601
  nChanged 1
		SP:Iteration 42Q (92535.980000 sec): 3 clusters
  Score: Raw -11730635.763819 + Penalty 3763.063533 = -11726872.700287
  nChanged 2
		SP:Iteration 43Q (92536.530000 sec): 3 clusters
  Score: Raw -11730636.015460 + Penalty 3763.063533 = -11726872.951927
  nChanged 1
		SP:Iteration 44Q (92537.180000 sec): 3 clusters
  Score: Raw -11730636.169807 + Penalty 3763.063533 = -11726873.106274
  nChanged 2
		SP:Iteration 45Q (92537.780000 sec): 3 clusters
  Score: Raw -11730636.222073 + Penalty 3763.063533 = -11726873.158540
  nChanged 0
		SP:Iteration 46F (92538.400000 sec): 3 clusters
  Score: Raw -11730636.222073 + Penalty 3763.063533 = -11726873.158540
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (5285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92538.560000 sec): 2 clusters
  Score: Raw -498931.445578 + Penalty 1393.052033 = -497538.393545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92538.760000 sec): 3 clusters
  Score: Raw -496454.304517 + Penalty 2786.104067 = -493668.200450
  nChanged 2323
		SP:Iteration 1F (92539.010000 sec): 3 clusters
  Score: Raw -500189.985820 + Penalty 2786.104067 = -497403.881753
  nChanged 900
		SP:Iteration 2F (92539.200000 sec): 3 clusters
  Score: Raw -502681.477722 + Penalty 2786.104067 = -499895.373655
  nChanged 644
		SP:Iteration 3F (92539.400000 sec): 3 clusters
  Score: Raw -505151.167996 + Penalty 2786.104067 = -502365.063929
  nChanged 370
		SP:Iteration 4F (92539.590000 sec): 3 clusters
  Score: Raw -508085.060138 + Penalty 2786.104067 = -505298.956071
  nChanged 253
		SP:Iteration 5Q (92539.820000 sec): 3 clusters
  Score: Raw -510546.348279 + Penalty 2786.104067 = -507760.244212
  nChanged 115
		SP:Iteration 6Q (92539.980000 sec): 3 clusters
  Score: Raw -510654.427559 + Penalty 2786.104067 = -507868.323492
  nChanged 42
		SP:Iteration 7Q (92540.190000 sec): 3 clusters
  Score: Raw -510685.785023 + Penalty 2786.104067 = -507899.680956
  nChanged 22
		SP:Iteration 8Q (92540.370000 sec): 3 clusters
  Score: Raw -510696.318462 + Penalty 2786.104067 = -507910.214395
  nChanged 13
		SP:Iteration 9Q (92540.580000 sec): 3 clusters
  Score: Raw -510702.801003 + Penalty 2786.104067 = -507916.696937
  nChanged 9
		SP:Iteration 10Q (92540.750000 sec): 3 clusters
  Score: Raw -510705.571434 + Penalty 2786.104067 = -507919.467367
  nChanged 4
		SP:Iteration 11Q (92540.950000 sec): 3 clusters
  Score: Raw -510706.729190 + Penalty 2786.104067 = -507920.625123
  nChanged 2
		SP:Iteration 12Q (92541.140000 sec): 3 clusters
  Score: Raw -510707.579321 + Penalty 2786.104067 = -507921.475254
  nChanged 2
		SP:Iteration 13Q (92541.340000 sec): 3 clusters
  Score: Raw -510707.974553 + Penalty 2786.104067 = -507921.870486
  nChanged 2
		SP:Iteration 14Q (92541.530000 sec): 3 clusters
  Score: Raw -510708.308420 + Penalty 2786.104067 = -507922.204353
  nChanged 2
		SP:Iteration 15Q (92541.690000 sec): 3 clusters
  Score: Raw -510708.568781 + Penalty 2786.104067 = -507922.464714
  nChanged 0
		SP:Iteration 16F (92541.910000 sec): 3 clusters
  Score: Raw -510712.161972 + Penalty 2786.104067 = -507926.057905
  nChanged 1
		SP:Iteration 17Q (92542.090000 sec): 3 clusters
  Score: Raw -510715.667058 + Penalty 2786.104067 = -507929.562991
  nChanged 4
		SP:Iteration 18Q (92542.300000 sec): 3 clusters
  Score: Raw -510719.225401 + Penalty 2786.104067 = -507933.121334
  nChanged 4
		SP:Iteration 19Q (92542.500000 sec): 3 clusters
  Score: Raw -510719.799852 + Penalty 2786.104067 = -507933.695785
  nChanged 0
		SP:Iteration 20F (92542.710000 sec): 3 clusters
  Score: Raw -510719.799852 + Penalty 2786.104067 = -507933.695785
  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 9.05 GB.

 Trying to split cluster 9 (47241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92543.040000 sec): 2 clusters
  Score: Raw -5188899.924822 + Penalty 1748.990334 = -5187150.934488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92543.460000 sec): 3 clusters
  Score: Raw -5158963.683387 + Penalty 3497.980668 = -5155465.702720
  nChanged 22248
		SP:Iteration 1F (92543.800000 sec): 3 clusters
  Score: Raw -5172069.873338 + Penalty 3497.980668 = -5168571.892671
  nChanged 2409
		SP:Iteration 2F (92544.140000 sec): 3 clusters
  Score: Raw -5173235.625430 + Penalty 3497.980668 = -5169737.644762
  nChanged 2648
		SP:Iteration 3F (92544.530000 sec): 3 clusters
  Score: Raw -5174965.733213 + Penalty 3497.980668 = -5171467.752545
  nChanged 3203
		SP:Iteration 4F (92544.860000 sec): 3 clusters
  Score: Raw -5177567.056827 + Penalty 3497.980668 = -5174069.076159
  nChanged 3743
		SP:Iteration 5F (92545.280000 sec): 3 clusters
  Score: Raw -5181380.366460 + Penalty 3497.980668 = -5177882.385792
  nChanged 4038
		SP:Iteration 6F (92545.680000 sec): 3 clusters
  Score: Raw -5186191.495457 + Penalty 3497.980668 = -5182693.514789
  nChanged 3789
		SP:Iteration 7F (92546.100000 sec): 3 clusters
  Score: Raw -5191319.123484 + Penalty 3497.980668 = -5187821.142816
  nChanged 2703
		SP:Iteration 8F (92546.510000 sec): 3 clusters
  Score: Raw -5194750.298119 + Penalty 3497.980668 = -5191252.317451
  nChanged 1689
		SP:Iteration 9Q (92546.920000 sec): 3 clusters
  Score: Raw -5196348.151185 + Penalty 3497.980668 = -5192850.170518
  nChanged 1195
		SP:Iteration 10Q (92547.320000 sec): 3 clusters
  Score: Raw -5197739.211693 + Penalty 3497.980668 = -5194241.231026
  nChanged 972
		SP:Iteration 11Q (92547.660000 sec): 3 clusters
  Score: Raw -5199197.708154 + Penalty 3497.980668 = -5195699.727486
  nChanged 884
		SP:Iteration 12Q (92548.100000 sec): 3 clusters
  Score: Raw -5200921.881142 + Penalty 3497.980668 = -5197423.900474
  nChanged 850
		SP:Iteration 13Q (92548.440000 sec): 3 clusters
  Score: Raw -5203119.954069 + Penalty 3497.980668 = -5199621.973401
  nChanged 784
		SP:Iteration 14Q (92548.890000 sec): 3 clusters
  Score: Raw -5205954.292334 + Penalty 3497.980668 = -5202456.311666
  nChanged 685
		SP:Iteration 15Q (92549.210000 sec): 3 clusters
  Score: Raw -5208209.347356 + Penalty 3497.980668 = -5204711.366688
  nChanged 366
		SP:Iteration 16Q (92549.560000 sec): 3 clusters
  Score: Raw -5208618.396172 + Penalty 3497.980668 = -5205120.415505
  nChanged 177
		SP:Iteration 17Q (92549.940000 sec): 3 clusters
  Score: Raw -5208680.333689 + Penalty 3497.980668 = -5205182.353022
  nChanged 82
		SP:Iteration 18Q (92550.300000 sec): 3 clusters
  Score: Raw -5208693.055549 + Penalty 3497.980668 = -5205195.074882
  nChanged 32
		SP:Iteration 19Q (92550.680000 sec): 3 clusters
  Score: Raw -5208695.529129 + Penalty 3497.980668 = -5205197.548461
  nChanged 12
		SP:Iteration 20F (92551.100000 sec): 3 clusters
  Score: Raw -5208696.184845 + Penalty 3497.980668 = -5205198.204177
  nChanged 5
		SP:Iteration 21Q (92551.440000 sec): 3 clusters
  Score: Raw -5208696.452900 + Penalty 3497.980668 = -5205198.472232
  nChanged 1
		SP:Iteration 22Q (92551.820000 sec): 3 clusters
  Score: Raw -5208696.504547 + Penalty 3497.980668 = -5205198.523879
  nChanged 0
		SP:Iteration 23F (92552.210000 sec): 3 clusters
  Score: Raw -5208696.504547 + Penalty 3497.980668 = -5205198.523879
  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 9.05 GB.

 Trying to split cluster 10 (46268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92552.510000 sec): 2 clusters
  Score: Raw -4950467.460311 + Penalty 1745.608452 = -4948721.851859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92552.930000 sec): 3 clusters
  Score: Raw -4921270.651411 + Penalty 3491.216903 = -4917779.434508
  nChanged 21834
		SP:Iteration 1F (92553.350000 sec): 3 clusters
  Score: Raw -4934809.941560 + Penalty 3491.216903 = -4931318.724656
  nChanged 3190
		SP:Iteration 2F (92553.740000 sec): 3 clusters
  Score: Raw -4937122.287268 + Penalty 3491.216903 = -4933631.070365
  nChanged 3938
		SP:Iteration 3F (92554.080000 sec): 3 clusters
  Score: Raw -4941242.234023 + Penalty 3491.216903 = -4937751.017120
  nChanged 4730
		SP:Iteration 4F (92554.440000 sec): 3 clusters
  Score: Raw -4946619.517203 + Penalty 3491.216903 = -4943128.300300
  nChanged 4495
		SP:Iteration 5F (92554.810000 sec): 3 clusters
  Score: Raw -4951058.623982 + Penalty 3491.216903 = -4947567.407079
  nChanged 3351
		SP:Iteration 6F (92555.170000 sec): 3 clusters
  Score: Raw -4953573.199877 + Penalty 3491.216903 = -4950081.982973
  nChanged 2328
		SP:Iteration 7F (92555.550000 sec): 3 clusters
  Score: Raw -4954850.532689 + Penalty 3491.216903 = -4951359.315786
  nChanged 1609
		SP:Iteration 8Q (92555.880000 sec): 3 clusters
  Score: Raw -4955505.561011 + Penalty 3491.216903 = -4952014.344107
  nChanged 1055
		SP:Iteration 9Q (92556.270000 sec): 3 clusters
  Score: Raw -4955855.340873 + Penalty 3491.216903 = -4952364.123970
  nChanged 815
		SP:Iteration 10Q (92556.640000 sec): 3 clusters
  Score: Raw -4956067.198655 + Penalty 3491.216903 = -4952575.981751
  nChanged 623
		SP:Iteration 11Q (92557.010000 sec): 3 clusters
  Score: Raw -4956209.038503 + Penalty 3491.216903 = -4952717.821600
  nChanged 560
		SP:Iteration 12Q (92557.380000 sec): 3 clusters
  Score: Raw -4956329.273414 + Penalty 3491.216903 = -4952838.056511
  nChanged 513
		SP:Iteration 13Q (92557.730000 sec): 3 clusters
  Score: Raw -4956444.884987 + Penalty 3491.216903 = -4952953.668084
  nChanged 459
		SP:Iteration 14Q (92558.150000 sec): 3 clusters
  Score: Raw -4956543.984567 + Penalty 3491.216903 = -4953052.767664
  nChanged 491
		SP:Iteration 15Q (92558.560000 sec): 3 clusters
  Score: Raw -4956652.550179 + Penalty 3491.216903 = -4953161.333275
  nChanged 466
		SP:Iteration 16Q (92558.950000 sec): 3 clusters
  Score: Raw -4956753.721033 + Penalty 3491.216903 = -4953262.504130
  nChanged 461
		SP:Iteration 17Q (92559.410000 sec): 3 clusters
  Score: Raw -4956865.615909 + Penalty 3491.216903 = -4953374.399006
  nChanged 453
		SP:Iteration 18Q (92559.860000 sec): 3 clusters
  Score: Raw -4956982.458104 + Penalty 3491.216903 = -4953491.241201
  nChanged 446
		SP:Iteration 19Q (92560.310000 sec): 3 clusters
  Score: Raw -4957098.052034 + Penalty 3491.216903 = -4953606.835131
  nChanged 420
		SP:Iteration 20F (92560.700000 sec): 3 clusters
  Score: Raw -4957200.033502 + Penalty 3491.216903 = -4953708.816598
  nChanged 407
		SP:Iteration 21Q (92561.120000 sec): 3 clusters
  Score: Raw -4957308.135520 + Penalty 3491.216903 = -4953816.918617
  nChanged 379
		SP:Iteration 22Q (92561.510000 sec): 3 clusters
  Score: Raw -4957404.465886 + Penalty 3491.216903 = -4953913.248983
  nChanged 365
		SP:Iteration 23Q (92561.930000 sec): 3 clusters
  Score: Raw -4957493.389539 + Penalty 3491.216903 = -4954002.172636
  nChanged 333
		SP:Iteration 24Q (92562.350000 sec): 3 clusters
  Score: Raw -4957582.749520 + Penalty 3491.216903 = -4954091.532617
  nChanged 312
		SP:Iteration 25Q (92562.810000 sec): 3 clusters
  Score: Raw -4957665.892030 + Penalty 3491.216903 = -4954174.675127
  nChanged 294
		SP:Iteration 26Q (92563.200000 sec): 3 clusters
  Score: Raw -4957744.566568 + Penalty 3491.216903 = -4954253.349665
  nChanged 288
		SP:Iteration 27Q (92563.600000 sec): 3 clusters
  Score: Raw -4957817.482535 + Penalty 3491.216903 = -4954326.265632
  nChanged 246
		SP:Iteration 28Q (92564.020000 sec): 3 clusters
  Score: Raw -4957874.613799 + Penalty 3491.216903 = -4954383.396896
  nChanged 207
		SP:Iteration 29Q (92564.410000 sec): 3 clusters
  Score: Raw -4957923.748573 + Penalty 3491.216903 = -4954432.531670
  nChanged 197
		SP:Iteration 30Q (92564.800000 sec): 3 clusters
  Score: Raw -4957973.639076 + Penalty 3491.216903 = -4954482.422172
  nChanged 170
		SP:Iteration 31Q (92565.140000 sec): 3 clusters
  Score: Raw -4958017.968718 + Penalty 3491.216903 = -4954526.751815
  nChanged 155
		SP:Iteration 32Q (92565.490000 sec): 3 clusters
  Score: Raw -4958065.699412 + Penalty 3491.216903 = -4954574.482509
  nChanged 155
		SP:Iteration 33Q (92565.920000 sec): 3 clusters
  Score: Raw -4958126.089682 + Penalty 3491.216903 = -4954634.872779
  nChanged 148
		SP:Iteration 34Q (92566.270000 sec): 3 clusters
  Score: Raw -4958182.139003 + Penalty 3491.216903 = -4954690.922100
  nChanged 160
		SP:Iteration 35Q (92566.660000 sec): 3 clusters
  Score: Raw -4958234.539829 + Penalty 3491.216903 = -4954743.322926
  nChanged 130
		SP:Iteration 36Q (92567.140000 sec): 3 clusters
  Score: Raw -4958265.892631 + Penalty 3491.216903 = -4954774.675727
  nChanged 118
		SP:Iteration 37Q (92567.480000 sec): 3 clusters
  Score: Raw -4958291.658690 + Penalty 3491.216903 = -4954800.441787
  nChanged 107
		SP:Iteration 38Q (92567.880000 sec): 3 clusters
  Score: Raw -4958311.626400 + Penalty 3491.216903 = -4954820.409497
  nChanged 108
		SP:Iteration 39Q (92568.340000 sec): 3 clusters
  Score: Raw -4958329.278021 + Penalty 3491.216903 = -4954838.061118
  nChanged 90
		SP:Iteration 40F (92568.780000 sec): 3 clusters
  Score: Raw -4958344.973283 + Penalty 3491.216903 = -4954853.756380
  nChanged 93
		SP:Iteration 41Q (92569.220000 sec): 3 clusters
  Score: Raw -4958362.234880 + Penalty 3491.216903 = -4954871.017977
  nChanged 85
		SP:Iteration 42Q (92569.650000 sec): 3 clusters
  Score: Raw -4958375.667568 + Penalty 3491.216903 = -4954884.450664
  nChanged 70
		SP:Iteration 43Q (92570.080000 sec): 3 clusters
  Score: Raw -4958386.793949 + Penalty 3491.216903 = -4954895.577046
  nChanged 68
		SP:Iteration 44Q (92570.520000 sec): 3 clusters
  Score: Raw -4958398.437773 + Penalty 3491.216903 = -4954907.220869
  nChanged 61
		SP:Iteration 45Q (92570.980000 sec): 3 clusters
  Score: Raw -4958406.706014 + Penalty 3491.216903 = -4954915.489111
  nChanged 58
		SP:Iteration 46Q (92571.440000 sec): 3 clusters
  Score: Raw -4958413.643284 + Penalty 3491.216903 = -4954922.426380
  nChanged 54
		SP:Iteration 47Q (92571.820000 sec): 3 clusters
  Score: Raw -4958419.469139 + Penalty 3491.216903 = -4954928.252235
  nChanged 51
		SP:Iteration 48Q (92572.220000 sec): 3 clusters
  Score: Raw -4958425.370176 + Penalty 3491.216903 = -4954934.153273
  nChanged 43
		SP:Iteration 49Q (92572.630000 sec): 3 clusters
  Score: Raw -4958429.482585 + Penalty 3491.216903 = -4954938.265682
  nChanged 33
		SP:Iteration 50Q (92573.070000 sec): 3 clusters
  Score: Raw -4958433.960100 + Penalty 3491.216903 = -4954942.743196
  nChanged 40
		SP:Iteration 51Q (92573.460000 sec): 3 clusters
  Score: Raw -4958439.382453 + Penalty 3491.216903 = -4954948.165550
  nChanged 35
		SP:Iteration 52Q (92573.890000 sec): 3 clusters
  Score: Raw -4958443.861307 + Penalty 3491.216903 = -4954952.644403
  nChanged 35
		SP:Iteration 53Q (92574.280000 sec): 3 clusters
  Score: Raw -4958449.134730 + Penalty 3491.216903 = -4954957.917827
  nChanged 28
		SP:Iteration 54Q (92574.700000 sec): 3 clusters
  Score: Raw -4958452.011979 + Penalty 3491.216903 = -4954960.795076
  nChanged 30
		SP:Iteration 55Q (92575.140000 sec): 3 clusters
  Score: Raw -4958454.764631 + Penalty 3491.216903 = -4954963.547727
  nChanged 17
		SP:Iteration 56Q (92575.580000 sec): 3 clusters
  Score: Raw -4958456.549359 + Penalty 3491.216903 = -4954965.332455
  nChanged 16
		SP:Iteration 57Q (92575.980000 sec): 3 clusters
  Score: Raw -4958458.072402 + Penalty 3491.216903 = -4954966.855499
  nChanged 17
		SP:Iteration 58Q (92576.380000 sec): 3 clusters
  Score: Raw -4958459.264649 + Penalty 3491.216903 = -4954968.047746
  nChanged 14
		SP:Iteration 59Q (92576.820000 sec): 3 clusters
  Score: Raw -4958460.529856 + Penalty 3491.216903 = -4954969.312952
  nChanged 17
		SP:Iteration 60F (92577.250000 sec): 3 clusters
  Score: Raw -4958461.803620 + Penalty 3491.216903 = -4954970.586716
  nChanged 10
		SP:Iteration 61Q (92577.620000 sec): 3 clusters
  Score: Raw -4958462.395626 + Penalty 3491.216903 = -4954971.178723
  nChanged 7
		SP:Iteration 62Q (92578.040000 sec): 3 clusters
  Score: Raw -4958462.798977 + Penalty 3491.216903 = -4954971.582074
  nChanged 4
		SP:Iteration 63Q (92578.420000 sec): 3 clusters
  Score: Raw -4958463.089710 + Penalty 3491.216903 = -4954971.872807
  nChanged 3
		SP:Iteration 64Q (92578.880000 sec): 3 clusters
  Score: Raw -4958463.302591 + Penalty 3491.216903 = -4954972.085688
  nChanged 5
		SP:Iteration 65Q (92579.360000 sec): 3 clusters
  Score: Raw -4958463.694875 + Penalty 3491.216903 = -4954972.477971
  nChanged 5
		SP:Iteration 66Q (92579.760000 sec): 3 clusters
  Score: Raw -4958464.179231 + Penalty 3491.216903 = -4954972.962327
  nChanged 6
		SP:Iteration 67Q (92580.200000 sec): 3 clusters
  Score: Raw -4958464.820741 + Penalty 3491.216903 = -4954973.603838
  nChanged 5
		SP:Iteration 68Q (92580.600000 sec): 3 clusters
  Score: Raw -4958465.119441 + Penalty 3491.216903 = -4954973.902538
  nChanged 2
		SP:Iteration 69Q (92581.040000 sec): 3 clusters
  Score: Raw -4958465.272428 + Penalty 3491.216903 = -4954974.055524
  nChanged 0
		SP:Iteration 70F (92581.470000 sec): 3 clusters
  Score: Raw -4958465.272428 + Penalty 3491.216903 = -4954974.055524
  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 9.05 GB.

 Trying to split cluster 11 (9546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92581.600000 sec): 2 clusters
  Score: Raw -1043952.019295 + Penalty 1489.130093 = -1042462.889202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92581.870000 sec): 3 clusters
  Score: Raw -1038591.838685 + Penalty 2978.260187 = -1035613.578499
  nChanged 4063
		SP:Iteration 1F (92582.100000 sec): 3 clusters
  Score: Raw -1040874.106966 + Penalty 2978.260187 = -1037895.846779
  nChanged 693
		SP:Iteration 2F (92582.310000 sec): 3 clusters
  Score: Raw -1041289.183330 + Penalty 2978.260187 = -1038310.923143
  nChanged 704
		SP:Iteration 3F (92582.510000 sec): 3 clusters
  Score: Raw -1041788.669700 + Penalty 2978.260187 = -1038810.409514
  nChanged 719
		SP:Iteration 4F (92582.730000 sec): 3 clusters
  Score: Raw -1042445.420610 + Penalty 2978.260187 = -1039467.160423
  nChanged 771
		SP:Iteration 5F (92582.950000 sec): 3 clusters
  Score: Raw -1043211.402310 + Penalty 2978.260187 = -1040233.142123
  nChanged 697
		SP:Iteration 6F (92583.150000 sec): 3 clusters
  Score: Raw -1043861.061662 + Penalty 2978.260187 = -1040882.801475
  nChanged 555
		SP:Iteration 7F (92583.390000 sec): 3 clusters
  Score: Raw -1044280.367121 + Penalty 2978.260187 = -1041302.106935
  nChanged 382
		SP:Iteration 8Q (92583.620000 sec): 3 clusters
  Score: Raw -1044492.740253 + Penalty 2978.260187 = -1041514.480067
  nChanged 236
		SP:Iteration 9Q (92583.800000 sec): 3 clusters
  Score: Raw -1044585.294654 + Penalty 2978.260187 = -1041607.034467
  nChanged 162
		SP:Iteration 10Q (92584.010000 sec): 3 clusters
  Score: Raw -1044644.994370 + Penalty 2978.260187 = -1041666.734183
  nChanged 125
		SP:Iteration 11Q (92584.250000 sec): 3 clusters
  Score: Raw -1044694.581477 + Penalty 2978.260187 = -1041716.321290
  nChanged 110
		SP:Iteration 12Q (92584.440000 sec): 3 clusters
  Score: Raw -1044734.295989 + Penalty 2978.260187 = -1041756.035802
  nChanged 91
		SP:Iteration 13Q (92584.670000 sec): 3 clusters
  Score: Raw -1044767.695471 + Penalty 2978.260187 = -1041789.435284
  nChanged 85
		SP:Iteration 14Q (92584.930000 sec): 3 clusters
  Score: Raw -1044792.469998 + Penalty 2978.260187 = -1041814.209812
  nChanged 84
		SP:Iteration 15Q (92585.140000 sec): 3 clusters
  Score: Raw -1044813.489852 + Penalty 2978.260187 = -1041835.229665
  nChanged 56
		SP:Iteration 16Q (92585.330000 sec): 3 clusters
  Score: Raw -1044826.464696 + Penalty 2978.260187 = -1041848.204509
  nChanged 57
		SP:Iteration 17Q (92585.530000 sec): 3 clusters
  Score: Raw -1044840.561717 + Penalty 2978.260187 = -1041862.301530
  nChanged 61
		SP:Iteration 18Q (92585.770000 sec): 3 clusters
  Score: Raw -1044859.716034 + Penalty 2978.260187 = -1041881.455847
  nChanged 72
		SP:Iteration 19Q (92585.940000 sec): 3 clusters
  Score: Raw -1044879.066427 + Penalty 2978.260187 = -1041900.806240
  nChanged 80
		SP:Iteration 20F (92586.170000 sec): 3 clusters
  Score: Raw -1044902.526503 + Penalty 2978.260187 = -1041924.266316
  nChanged 93
		SP:Iteration 21Q (92586.350000 sec): 3 clusters
  Score: Raw -1044928.962606 + Penalty 2978.260187 = -1041950.702419
  nChanged 76
		SP:Iteration 22Q (92586.570000 sec): 3 clusters
  Score: Raw -1044950.650304 + Penalty 2978.260187 = -1041972.390117
  nChanged 73
		SP:Iteration 23Q (92586.800000 sec): 3 clusters
  Score: Raw -1044966.985550 + Penalty 2978.260187 = -1041988.725363
  nChanged 60
		SP:Iteration 24Q (92587.030000 sec): 3 clusters
  Score: Raw -1044980.462407 + Penalty 2978.260187 = -1042002.202220
  nChanged 53
		SP:Iteration 25Q (92587.210000 sec): 3 clusters
  Score: Raw -1044992.711820 + Penalty 2978.260187 = -1042014.451633
  nChanged 56
		SP:Iteration 26Q (92587.430000 sec): 3 clusters
  Score: Raw -1045005.817217 + Penalty 2978.260187 = -1042027.557030
  nChanged 55
		SP:Iteration 27Q (92587.670000 sec): 3 clusters
  Score: Raw -1045018.605181 + Penalty 2978.260187 = -1042040.344994
  nChanged 57
		SP:Iteration 28Q (92587.840000 sec): 3 clusters
  Score: Raw -1045030.163310 + Penalty 2978.260187 = -1042051.903123
  nChanged 56
		SP:Iteration 29Q (92588.090000 sec): 3 clusters
  Score: Raw -1045042.251936 + Penalty 2978.260187 = -1042063.991750
  nChanged 42
		SP:Iteration 30Q (92588.310000 sec): 3 clusters
  Score: Raw -1045049.743516 + Penalty 2978.260187 = -1042071.483329
  nChanged 38
		SP:Iteration 31Q (92588.520000 sec): 3 clusters
  Score: Raw -1045056.489839 + Penalty 2978.260187 = -1042078.229652
  nChanged 39
		SP:Iteration 32Q (92588.730000 sec): 3 clusters
  Score: Raw -1045064.662771 + Penalty 2978.260187 = -1042086.402584
  nChanged 29
		SP:Iteration 33Q (92588.950000 sec): 3 clusters
  Score: Raw -1045070.986759 + Penalty 2978.260187 = -1042092.726572
  nChanged 34
		SP:Iteration 34Q (92589.200000 sec): 3 clusters
  Score: Raw -1045076.560362 + Penalty 2978.260187 = -1042098.300175
  nChanged 28
		SP:Iteration 35Q (92589.410000 sec): 3 clusters
  Score: Raw -1045081.954349 + Penalty 2978.260187 = -1042103.694163
  nChanged 29
		SP:Iteration 36Q (92589.590000 sec): 3 clusters
  Score: Raw -1045086.781829 + Penalty 2978.260187 = -1042108.521642
  nChanged 25
		SP:Iteration 37Q (92589.810000 sec): 3 clusters
  Score: Raw -1045091.210108 + Penalty 2978.260187 = -1042112.949921
  nChanged 23
		SP:Iteration 38Q (92589.990000 sec): 3 clusters
  Score: Raw -1045095.570401 + Penalty 2978.260187 = -1042117.310214
  nChanged 23
		SP:Iteration 39Q (92590.230000 sec): 3 clusters
  Score: Raw -1045099.052093 + Penalty 2978.260187 = -1042120.791907
  nChanged 21
		SP:Iteration 40F (92590.490000 sec): 3 clusters
  Score: Raw -1045102.631221 + Penalty 2978.260187 = -1042124.371034
  nChanged 22
		SP:Iteration 41Q (92590.680000 sec): 3 clusters
  Score: Raw -1045106.355725 + Penalty 2978.260187 = -1042128.095538
  nChanged 24
		SP:Iteration 42Q (92590.870000 sec): 3 clusters
  Score: Raw -1045109.246673 + Penalty 2978.260187 = -1042130.986486
  nChanged 13
		SP:Iteration 43Q (92591.060000 sec): 3 clusters
  Score: Raw -1045110.975876 + Penalty 2978.260187 = -1042132.715689
  nChanged 9
		SP:Iteration 44Q (92591.290000 sec): 3 clusters
  Score: Raw -1045112.204150 + Penalty 2978.260187 = -1042133.943963
  nChanged 11
		SP:Iteration 45Q (92591.480000 sec): 3 clusters
  Score: Raw -1045113.115110 + Penalty 2978.260187 = -1042134.854923
  nChanged 5
		SP:Iteration 46Q (92591.690000 sec): 3 clusters
  Score: Raw -1045113.437178 + Penalty 2978.260187 = -1042135.176991
  nChanged 2
		SP:Iteration 47Q (92591.870000 sec): 3 clusters
  Score: Raw -1045113.665622 + Penalty 2978.260187 = -1042135.405435
  nChanged 2
		SP:Iteration 48Q (92592.130000 sec): 3 clusters
  Score: Raw -1045113.873521 + Penalty 2978.260187 = -1042135.613334
  nChanged 1
		SP:Iteration 49Q (92592.340000 sec): 3 clusters
  Score: Raw -1045114.005411 + Penalty 2978.260187 = -1042135.745225
  nChanged 2
		SP:Iteration 50Q (92592.590000 sec): 3 clusters
  Score: Raw -1045114.213154 + Penalty 2978.260187 = -1042135.952967
  nChanged 4
		SP:Iteration 51Q (92592.790000 sec): 3 clusters
  Score: Raw -1045114.606998 + Penalty 2978.260187 = -1042136.346812
  nChanged 1
		SP:Iteration 52Q (92592.990000 sec): 3 clusters
  Score: Raw -1045114.690430 + Penalty 2978.260187 = -1042136.430243
  nChanged 1
		SP:Iteration 53Q (92593.190000 sec): 3 clusters
  Score: Raw -1045114.901647 + Penalty 2978.260187 = -1042136.641460
  nChanged 2
		SP:Iteration 54Q (92593.400000 sec): 3 clusters
  Score: Raw -1045115.186081 + Penalty 2978.260187 = -1042136.925894
  nChanged 3
		SP:Iteration 55Q (92593.610000 sec): 3 clusters
  Score: Raw -1045115.547517 + Penalty 2978.260187 = -1042137.287330
  nChanged 1
		SP:Iteration 56Q (92593.830000 sec): 3 clusters
  Score: Raw -1045115.664286 + Penalty 2978.260187 = -1042137.404100
  nChanged 1
		SP:Iteration 57Q (92594.010000 sec): 3 clusters
  Score: Raw -1045115.696829 + Penalty 2978.260187 = -1042137.436643
  nChanged 0
		SP:Iteration 58F (92594.230000 sec): 3 clusters
  Score: Raw -1045115.696829 + Penalty 2978.260187 = -1042137.436643
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (145562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92595.130000 sec): 2 clusters
  Score: Raw -15175550.552464 + Penalty 1931.858076 = -15173618.694387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92596.140000 sec): 3 clusters
  Score: Raw -15079683.780396 + Penalty 3863.716152 = -15075820.064244
  nChanged 70193
		SP:Iteration 1F (92597.130000 sec): 3 clusters
  Score: Raw -15123609.538604 + Penalty 3863.716152 = -15119745.822451
  nChanged 7955
		SP:Iteration 2F (92598.090000 sec): 3 clusters
  Score: Raw -15128014.335705 + Penalty 3863.716152 = -15124150.619552
  nChanged 9244
		SP:Iteration 3F (92599.060000 sec): 3 clusters
  Score: Raw -15133712.682070 + Penalty 3863.716152 = -15129848.965918
  nChanged 9988
		SP:Iteration 4F (92599.930000 sec): 3 clusters
  Score: Raw -15139624.550340 + Penalty 3863.716152 = -15135760.834188
  nChanged 9503
		SP:Iteration 5F (92600.880000 sec): 3 clusters
  Score: Raw -15144587.499948 + Penalty 3863.716152 = -15140723.783796
  nChanged 8229
		SP:Iteration 6F (92601.890000 sec): 3 clusters
  Score: Raw -15148520.483947 + Penalty 3863.716152 = -15144656.767795
  nChanged 7140
		SP:Iteration 7Q (92602.890000 sec): 3 clusters
  Score: Raw -15151710.530509 + Penalty 3863.716152 = -15147846.814357
  nChanged 6079
		SP:Iteration 8Q (92603.840000 sec): 3 clusters
  Score: Raw -15154239.605443 + Penalty 3863.716152 = -15150375.889290
  nChanged 5251
		SP:Iteration 9Q (92604.780000 sec): 3 clusters
  Score: Raw -15156339.889260 + Penalty 3863.716152 = -15152476.173108
  nChanged 4606
		SP:Iteration 10Q (92605.730000 sec): 3 clusters
  Score: Raw -15158098.608840 + Penalty 3863.716152 = -15154234.892688
  nChanged 4016
		SP:Iteration 11Q (92606.730000 sec): 3 clusters
  Score: Raw -15159492.380683 + Penalty 3863.716152 = -15155628.664531
  nChanged 3565
		SP:Iteration 12Q (92607.800000 sec): 3 clusters
  Score: Raw -15160652.110691 + Penalty 3863.716152 = -15156788.394538
  nChanged 3082
		SP:Iteration 13Q (92608.840000 sec): 3 clusters
  Score: Raw -15161591.747827 + Penalty 3863.716152 = -15157728.031675
  nChanged 2777
		SP:Iteration 14Q (92609.900000 sec): 3 clusters
  Score: Raw -15162373.173709 + Penalty 3863.716152 = -15158509.457557
  nChanged 2451
		SP:Iteration 15Q (92610.850000 sec): 3 clusters
  Score: Raw -15162968.732784 + Penalty 3863.716152 = -15159105.016632
  nChanged 2129
		SP:Iteration 16Q (92611.730000 sec): 3 clusters
  Score: Raw -15163427.912825 + Penalty 3863.716152 = -15159564.196673
  nChanged 1875
		SP:Iteration 17Q (92612.720000 sec): 3 clusters
  Score: Raw -15163784.777068 + Penalty 3863.716152 = -15159921.060915
  nChanged 1584
		SP:Iteration 18Q (92613.690000 sec): 3 clusters
  Score: Raw -15164063.469013 + Penalty 3863.716152 = -15160199.752860
  nChanged 1381
		SP:Iteration 19Q (92614.640000 sec): 3 clusters
  Score: Raw -15164287.075974 + Penalty 3863.716152 = -15160423.359822
  nChanged 1250
		SP:Iteration 20F (92615.630000 sec): 3 clusters
  Score: Raw -15164479.744498 + Penalty 3863.716152 = -15160616.028346
  nChanged 1099
		SP:Iteration 21Q (92616.610000 sec): 3 clusters
  Score: Raw -15164637.394830 + Penalty 3863.716152 = -15160773.678678
  nChanged 1017
		SP:Iteration 22Q (92617.620000 sec): 3 clusters
  Score: Raw -15164767.165444 + Penalty 3863.716152 = -15160903.449292
  nChanged 967
		SP:Iteration 23Q (92618.600000 sec): 3 clusters
  Score: Raw -15164895.135124 + Penalty 3863.716152 = -15161031.418972
  nChanged 956
		SP:Iteration 24Q (92619.600000 sec): 3 clusters
  Score: Raw -15165020.534752 + Penalty 3863.716152 = -15161156.818599
  nChanged 966
		SP:Iteration 25Q (92620.520000 sec): 3 clusters
  Score: Raw -15165137.904286 + Penalty 3863.716152 = -15161274.188134
  nChanged 968
		SP:Iteration 26Q (92621.450000 sec): 3 clusters
  Score: Raw -15165255.281180 + Penalty 3863.716152 = -15161391.565028
  nChanged 918
		SP:Iteration 27Q (92622.310000 sec): 3 clusters
  Score: Raw -15165369.353599 + Penalty 3863.716152 = -15161505.637446
  nChanged 935
		SP:Iteration 28Q (92623.180000 sec): 3 clusters
  Score: Raw -15165492.319501 + Penalty 3863.716152 = -15161628.603348
  nChanged 996
		SP:Iteration 29Q (92624.040000 sec): 3 clusters
  Score: Raw -15165633.283281 + Penalty 3863.716152 = -15161769.567129
  nChanged 1023
		SP:Iteration 30Q (92624.950000 sec): 3 clusters
  Score: Raw -15165778.301344 + Penalty 3863.716152 = -15161914.585192
  nChanged 1035
		SP:Iteration 31Q (92625.860000 sec): 3 clusters
  Score: Raw -15165931.584066 + Penalty 3863.716152 = -15162067.867914
  nChanged 1105
		SP:Iteration 32Q (92626.800000 sec): 3 clusters
  Score: Raw -15166097.368352 + Penalty 3863.716152 = -15162233.652200
  nChanged 1116
		SP:Iteration 33Q (92627.750000 sec): 3 clusters
  Score: Raw -15166265.333653 + Penalty 3863.716152 = -15162401.617501
  nChanged 1119
		SP:Iteration 34Q (92628.670000 sec): 3 clusters
  Score: Raw -15166444.614381 + Penalty 3863.716152 = -15162580.898228
  nChanged 1178
		SP:Iteration 35Q (92629.610000 sec): 3 clusters
  Score: Raw -15166636.000470 + Penalty 3863.716152 = -15162772.284318
  nChanged 1294
		SP:Iteration 36Q (92630.550000 sec): 3 clusters
  Score: Raw -15166851.704461 + Penalty 3863.716152 = -15162987.988309
  nChanged 1345
		SP:Iteration 37Q (92631.520000 sec): 3 clusters
  Score: Raw -15167094.945888 + Penalty 3863.716152 = -15163231.229736
  nChanged 1371
		SP:Iteration 38Q (92632.440000 sec): 3 clusters
  Score: Raw -15167354.402152 + Penalty 3863.716152 = -15163490.686000
  nChanged 1470
		SP:Iteration 39Q (92633.480000 sec): 3 clusters
  Score: Raw -15167650.182764 + Penalty 3863.716152 = -15163786.466612
  nChanged 1485
		SP:Iteration 40F (92634.470000 sec): 3 clusters
  Score: Raw -15167967.426943 + Penalty 3863.716152 = -15164103.710791
  nChanged 1558
		SP:Iteration 41Q (92635.460000 sec): 3 clusters
  Score: Raw -15168308.124005 + Penalty 3863.716152 = -15164444.407853
  nChanged 1565
		SP:Iteration 42Q (92636.380000 sec): 3 clusters
  Score: Raw -15168664.746238 + Penalty 3863.716152 = -15164801.030086
  nChanged 1531
		SP:Iteration 43Q (92637.210000 sec): 3 clusters
  Score: Raw -15169022.617953 + Penalty 3863.716152 = -15165158.901801
  nChanged 1577
		SP:Iteration 44Q (92638.170000 sec): 3 clusters
  Score: Raw -15169415.122257 + Penalty 3863.716152 = -15165551.406105
  nChanged 1624
		SP:Iteration 45Q (92638.960000 sec): 3 clusters
  Score: Raw -15169838.840550 + Penalty 3863.716152 = -15165975.124397
  nChanged 1580
		SP:Iteration 46Q (92639.800000 sec): 3 clusters
  Score: Raw -15170258.409648 + Penalty 3863.716152 = -15166394.693496
  nChanged 1591
		SP:Iteration 47Q (92640.540000 sec): 3 clusters
  Score: Raw -15170689.894579 + Penalty 3863.716152 = -15166826.178427
  nChanged 1549
		SP:Iteration 48Q (92641.360000 sec): 3 clusters
  Score: Raw -15171112.400310 + Penalty 3863.716152 = -15167248.684158
  nChanged 1480
		SP:Iteration 49Q (92642.140000 sec): 3 clusters
  Score: Raw -15171536.427159 + Penalty 3863.716152 = -15167672.711006
  nChanged 1510
		SP:Iteration 50Q (92643.040000 sec): 3 clusters
  Score: Raw -15171991.591701 + Penalty 3863.716152 = -15168127.875548
  nChanged 1540
		SP:Iteration 51Q (92643.950000 sec): 3 clusters
  Score: Raw -15172499.852541 + Penalty 3863.716152 = -15168636.136389
  nChanged 1482
		SP:Iteration 52Q (92644.890000 sec): 3 clusters
  Score: Raw -15173025.712903 + Penalty 3863.716152 = -15169161.996751
  nChanged 1468
		SP:Iteration 53Q (92645.840000 sec): 3 clusters
  Score: Raw -15173570.084732 + Penalty 3863.716152 = -15169706.368580
  nChanged 1358
		SP:Iteration 54Q (92646.700000 sec): 3 clusters
  Score: Raw -15174106.291909 + Penalty 3863.716152 = -15170242.575757
  nChanged 1299
		SP:Iteration 55Q (92647.510000 sec): 3 clusters
  Score: Raw -15174654.209685 + Penalty 3863.716152 = -15170790.493533
  nChanged 1179
		SP:Iteration 56Q (92648.260000 sec): 3 clusters
  Score: Raw -15175157.257848 + Penalty 3863.716152 = -15171293.541696
  nChanged 1108
		SP:Iteration 57Q (92649.090000 sec): 3 clusters
  Score: Raw -15175617.535926 + Penalty 3863.716152 = -15171753.819774
  nChanged 948
		SP:Iteration 58Q (92649.990000 sec): 3 clusters
  Score: Raw -15176001.082007 + Penalty 3863.716152 = -15172137.365855
  nChanged 912
		SP:Iteration 59Q (92650.890000 sec): 3 clusters
  Score: Raw -15176366.092068 + Penalty 3863.716152 = -15172502.375915
  nChanged 827
		SP:Iteration 60F (92651.910000 sec): 3 clusters
  Score: Raw -15176687.738049 + Penalty 3863.716152 = -15172824.021897
  nChanged 752
		SP:Iteration 61Q (92652.710000 sec): 3 clusters
  Score: Raw -15176989.139256 + Penalty 3863.716152 = -15173125.423103
  nChanged 647
		SP:Iteration 62Q (92653.480000 sec): 3 clusters
  Score: Raw -15177248.635038 + Penalty 3863.716152 = -15173384.918886
  nChanged 557
		SP:Iteration 63Q (92654.340000 sec): 3 clusters
  Score: Raw -15177471.869125 + Penalty 3863.716152 = -15173608.152973
  nChanged 506
		SP:Iteration 64Q (92655.190000 sec): 3 clusters
  Score: Raw -15177677.512514 + Penalty 3863.716152 = -15173813.796362
  nChanged 436
		SP:Iteration 65Q (92656.080000 sec): 3 clusters
  Score: Raw -15177861.813650 + Penalty 3863.716152 = -15173998.097498
  nChanged 399
		SP:Iteration 66Q (92657.000000 sec): 3 clusters
  Score: Raw -15178044.732514 + Penalty 3863.716152 = -15174181.016361
  nChanged 403
		SP:Iteration 67Q (92657.840000 sec): 3 clusters
  Score: Raw -15178251.081319 + Penalty 3863.716152 = -15174387.365167
  nChanged 410
		SP:Iteration 68Q (92658.560000 sec): 3 clusters
  Score: Raw -15178533.650184 + Penalty 3863.716152 = -15174669.934032
  nChanged 445
		SP:Iteration 69Q (92659.260000 sec): 3 clusters
  Score: Raw -15178896.492090 + Penalty 3863.716152 = -15175032.775938
  nChanged 453
		SP:Iteration 70Q (92659.980000 sec): 3 clusters
  Score: Raw -15179344.059265 + Penalty 3863.716152 = -15175480.343112
  nChanged 470
		SP:Iteration 71Q (92660.650000 sec): 3 clusters
  Score: Raw -15179742.241274 + Penalty 3863.716152 = -15175878.525121
  nChanged 395
		SP:Iteration 72Q (92661.390000 sec): 3 clusters
  Score: Raw -15179919.910576 + Penalty 3863.716152 = -15176056.194424
  nChanged 292
		SP:Iteration 73Q (92662.070000 sec): 3 clusters
  Score: Raw -15179997.509277 + Penalty 3863.716152 = -15176133.793125
  nChanged 181
		SP:Iteration 74Q (92662.840000 sec): 3 clusters
  Score: Raw -15180031.300290 + Penalty 3863.716152 = -15176167.584138
  nChanged 130
		SP:Iteration 75Q (92663.580000 sec): 3 clusters
  Score: Raw -15180048.062898 + Penalty 3863.716152 = -15176184.346745
  nChanged 85
		SP:Iteration 76Q (92664.380000 sec): 3 clusters
  Score: Raw -15180057.587526 + Penalty 3863.716152 = -15176193.871373
  nChanged 49
		SP:Iteration 77Q (92665.160000 sec): 3 clusters
  Score: Raw -15180063.380819 + Penalty 3863.716152 = -15176199.664667
  nChanged 37
		SP:Iteration 78Q (92665.980000 sec): 3 clusters
  Score: Raw -15180066.134018 + Penalty 3863.716152 = -15176202.417866
  nChanged 22
		SP:Iteration 79Q (92666.790000 sec): 3 clusters
  Score: Raw -15180068.034609 + Penalty 3863.716152 = -15176204.318457
  nChanged 28
		SP:Iteration 80F (92667.680000 sec): 3 clusters
  Score: Raw -15180082.998506 + Penalty 3863.716152 = -15176219.282354
  nChanged 40
		SP:Iteration 81Q (92668.400000 sec): 3 clusters
  Score: Raw -15180088.465378 + Penalty 3863.716152 = -15176224.749226
  nChanged 36
		SP:Iteration 82Q (92669.140000 sec): 3 clusters
  Score: Raw -15180091.365759 + Penalty 3863.716152 = -15176227.649607
  nChanged 25
		SP:Iteration 83Q (92669.890000 sec): 3 clusters
  Score: Raw -15180093.871627 + Penalty 3863.716152 = -15176230.155474
  nChanged 22
		SP:Iteration 84Q (92670.670000 sec): 3 clusters
  Score: Raw -15180095.315535 + Penalty 3863.716152 = -15176231.599382
  nChanged 9
		SP:Iteration 85Q (92671.460000 sec): 3 clusters
  Score: Raw -15180095.772791 + Penalty 3863.716152 = -15176232.056639
  nChanged 4
		SP:Iteration 86Q (92672.220000 sec): 3 clusters
  Score: Raw -15180095.899729 + Penalty 3863.716152 = -15176232.183577
  nChanged 4
		SP:Iteration 87Q (92673.040000 sec): 3 clusters
  Score: Raw -15180096.099768 + Penalty 3863.716152 = -15176232.383616
  nChanged 3
		SP:Iteration 88Q (92673.930000 sec): 3 clusters
  Score: Raw -15180096.197315 + Penalty 3863.716152 = -15176232.481163
  nChanged 1
		SP:Iteration 89Q (92674.720000 sec): 3 clusters
  Score: Raw -15180096.282095 + Penalty 3863.716152 = -15176232.565943
  nChanged 1
		SP:Iteration 90Q (92675.580000 sec): 3 clusters
  Score: Raw -15180096.432727 + Penalty 3863.716152 = -15176232.716575
  nChanged 2
		SP:Iteration 91Q (92676.400000 sec): 3 clusters
  Score: Raw -15180096.545719 + Penalty 3863.716152 = -15176232.829567
  nChanged 1
		SP:Iteration 92Q (92677.160000 sec): 3 clusters
  Score: Raw -15180096.562138 + Penalty 3863.716152 = -15176232.845986
  nChanged 3
		SP:Iteration 93Q (92677.940000 sec): 3 clusters
  Score: Raw -15180096.665322 + Penalty 3863.716152 = -15176232.949169
  nChanged 2
		SP:Iteration 94Q (92678.690000 sec): 3 clusters
  Score: Raw -15180096.741494 + Penalty 3863.716152 = -15176233.025342
  nChanged 2
		SP:Iteration 95Q (92679.530000 sec): 3 clusters
  Score: Raw -15180096.851099 + Penalty 3863.716152 = -15176233.134946
  nChanged 3
		SP:Iteration 96Q (92680.400000 sec): 3 clusters
  Score: Raw -15180096.988282 + Penalty 3863.716152 = -15176233.272130
  nChanged 3
		SP:Iteration 97Q (92681.250000 sec): 3 clusters
  Score: Raw -15180097.136373 + Penalty 3863.716152 = -15176233.420221
  nChanged 3
		SP:Iteration 98Q (92682.120000 sec): 3 clusters
  Score: Raw -15180097.291838 + Penalty 3863.716152 = -15176233.575685
  nChanged 1
		SP:Iteration 99Q (92682.910000 sec): 3 clusters
  Score: Raw -15180097.350476 + Penalty 3863.716152 = -15176233.634324
  nChanged 1
		SP:Iteration 100F (92683.760000 sec): 3 clusters
  Score: Raw -15180097.391777 + Penalty 3863.716152 = -15176233.675625
  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 9.05 GB.

 Trying to split cluster 13 (49196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92684.080000 sec): 2 clusters
  Score: Raw -5148425.791004 + Penalty 1755.579735 = -5146670.211270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92684.490000 sec): 3 clusters
  Score: Raw -5117412.835632 + Penalty 3511.159469 = -5113901.676162
  nChanged 23166
		SP:Iteration 1F (92684.870000 sec): 3 clusters
  Score: Raw -5132374.506753 + Penalty 3511.159469 = -5128863.347283
  nChanged 4376
		SP:Iteration 2F (92685.360000 sec): 3 clusters
  Score: Raw -5136813.587266 + Penalty 3511.159469 = -5133302.427796
  nChanged 5208
		SP:Iteration 3F (92685.810000 sec): 3 clusters
  Score: Raw -5142552.290962 + Penalty 3511.159469 = -5139041.131493
  nChanged 5136
		SP:Iteration 4F (92686.200000 sec): 3 clusters
  Score: Raw -5148308.060061 + Penalty 3511.159469 = -5144796.900592
  nChanged 3934
		SP:Iteration 5F (92686.600000 sec): 3 clusters
  Score: Raw -5152464.987703 + Penalty 3511.159469 = -5148953.828234
  nChanged 2860
		SP:Iteration 6F (92686.990000 sec): 3 clusters
  Score: Raw -5155133.587721 + Penalty 3511.159469 = -5151622.428251
  nChanged 2158
		SP:Iteration 7Q (92687.440000 sec): 3 clusters
  Score: Raw -5156926.192299 + Penalty 3511.159469 = -5153415.032830
  nChanged 1610
		SP:Iteration 8Q (92687.850000 sec): 3 clusters
  Score: Raw -5158109.491398 + Penalty 3511.159469 = -5154598.331928
  nChanged 1181
		SP:Iteration 9Q (92688.280000 sec): 3 clusters
  Score: Raw -5158763.845611 + Penalty 3511.159469 = -5155252.686141
  nChanged 800
		SP:Iteration 10Q (92688.720000 sec): 3 clusters
  Score: Raw -5159087.182083 + Penalty 3511.159469 = -5155576.022613
  nChanged 543
		SP:Iteration 11Q (92689.200000 sec): 3 clusters
  Score: Raw -5159256.081325 + Penalty 3511.159469 = -5155744.921856
  nChanged 408
		SP:Iteration 12Q (92689.600000 sec): 3 clusters
  Score: Raw -5159361.875706 + Penalty 3511.159469 = -5155850.716237
  nChanged 320
		SP:Iteration 13Q (92690.050000 sec): 3 clusters
  Score: Raw -5159429.004446 + Penalty 3511.159469 = -5155917.844977
  nChanged 262
		SP:Iteration 14Q (92690.480000 sec): 3 clusters
  Score: Raw -5159479.663961 + Penalty 3511.159469 = -5155968.504491
  nChanged 238
		SP:Iteration 15Q (92690.880000 sec): 3 clusters
  Score: Raw -5159520.640270 + Penalty 3511.159469 = -5156009.480800
  nChanged 212
		SP:Iteration 16Q (92691.350000 sec): 3 clusters
  Score: Raw -5159550.426572 + Penalty 3511.159469 = -5156039.267103
  nChanged 178
		SP:Iteration 17Q (92691.750000 sec): 3 clusters
  Score: Raw -5159579.008120 + Penalty 3511.159469 = -5156067.848650
  nChanged 146
		SP:Iteration 18Q (92692.170000 sec): 3 clusters
  Score: Raw -5159597.012808 + Penalty 3511.159469 = -5156085.853339
  nChanged 140
		SP:Iteration 19Q (92692.580000 sec): 3 clusters
  Score: Raw -5159612.789213 + Penalty 3511.159469 = -5156101.629744
  nChanged 109
		SP:Iteration 20F (92692.990000 sec): 3 clusters
  Score: Raw -5159625.231376 + Penalty 3511.159469 = -5156114.071906
  nChanged 116
		SP:Iteration 21Q (92693.410000 sec): 3 clusters
  Score: Raw -5159638.222042 + Penalty 3511.159469 = -5156127.062573
  nChanged 111
		SP:Iteration 22Q (92693.830000 sec): 3 clusters
  Score: Raw -5159648.199799 + Penalty 3511.159469 = -5156137.040330
  nChanged 85
		SP:Iteration 23Q (92694.210000 sec): 3 clusters
  Score: Raw -5159655.379379 + Penalty 3511.159469 = -5156144.219909
  nChanged 77
		SP:Iteration 24Q (92694.610000 sec): 3 clusters
  Score: Raw -5159661.587705 + Penalty 3511.159469 = -5156150.428235
  nChanged 84
		SP:Iteration 25Q (92695.070000 sec): 3 clusters
  Score: Raw -5159667.814768 + Penalty 3511.159469 = -5156156.655298
  nChanged 68
		SP:Iteration 26Q (92695.510000 sec): 3 clusters
  Score: Raw -5159673.205907 + Penalty 3511.159469 = -5156162.046437
  nChanged 68
		SP:Iteration 27Q (92695.940000 sec): 3 clusters
  Score: Raw -5159676.997614 + Penalty 3511.159469 = -5156165.838145
  nChanged 54
		SP:Iteration 28Q (92696.340000 sec): 3 clusters
  Score: Raw -5159679.757287 + Penalty 3511.159469 = -5156168.597818
  nChanged 51
		SP:Iteration 29Q (92696.730000 sec): 3 clusters
  Score: Raw -5159682.592087 + Penalty 3511.159469 = -5156171.432618
  nChanged 59
		SP:Iteration 30Q (92697.080000 sec): 3 clusters
  Score: Raw -5159685.594355 + Penalty 3511.159469 = -5156174.434885
  nChanged 46
		SP:Iteration 31Q (92697.440000 sec): 3 clusters
  Score: Raw -5159687.527401 + Penalty 3511.159469 = -5156176.367931
  nChanged 40
		SP:Iteration 32Q (92697.790000 sec): 3 clusters
  Score: Raw -5159689.608383 + Penalty 3511.159469 = -5156178.448913
  nChanged 46
		SP:Iteration 33Q (92698.170000 sec): 3 clusters
  Score: Raw -5159692.663997 + Penalty 3511.159469 = -5156181.504528
  nChanged 44
		SP:Iteration 34Q (92698.590000 sec): 3 clusters
  Score: Raw -5159695.129340 + Penalty 3511.159469 = -5156183.969870
  nChanged 50
		SP:Iteration 35Q (92699.000000 sec): 3 clusters
  Score: Raw -5159697.749719 + Penalty 3511.159469 = -5156186.590250
  nChanged 37
		SP:Iteration 36Q (92699.440000 sec): 3 clusters
  Score: Raw -5159699.140159 + Penalty 3511.159469 = -5156187.980689
  nChanged 39
		SP:Iteration 37Q (92699.850000 sec): 3 clusters
  Score: Raw -5159700.850016 + Penalty 3511.159469 = -5156189.690547
  nChanged 40
		SP:Iteration 38Q (92700.260000 sec): 3 clusters
  Score: Raw -5159703.544288 + Penalty 3511.159469 = -5156192.384819
  nChanged 33
		SP:Iteration 39Q (92700.650000 sec): 3 clusters
  Score: Raw -5159706.283884 + Penalty 3511.159469 = -5156195.124415
  nChanged 25
		SP:Iteration 40F (92701.070000 sec): 3 clusters
  Score: Raw -5159707.705947 + Penalty 3511.159469 = -5156196.546478
  nChanged 21
		SP:Iteration 41Q (92701.370000 sec): 3 clusters
  Score: Raw -5159708.725621 + Penalty 3511.159469 = -5156197.566151
  nChanged 26
		SP:Iteration 42Q (92701.770000 sec): 3 clusters
  Score: Raw -5159709.730736 + Penalty 3511.159469 = -5156198.571266
  nChanged 27
		SP:Iteration 43Q (92702.170000 sec): 3 clusters
  Score: Raw -5159710.571280 + Penalty 3511.159469 = -5156199.411810
  nChanged 23
		SP:Iteration 44Q (92702.590000 sec): 3 clusters
  Score: Raw -5159711.201320 + Penalty 3511.159469 = -5156200.041850
  nChanged 18
		SP:Iteration 45Q (92702.980000 sec): 3 clusters
  Score: Raw -5159711.588776 + Penalty 3511.159469 = -5156200.429307
  nChanged 12
		SP:Iteration 46Q (92703.420000 sec): 3 clusters
  Score: Raw -5159711.982824 + Penalty 3511.159469 = -5156200.823355
  nChanged 18
		SP:Iteration 47Q (92703.840000 sec): 3 clusters
  Score: Raw -5159712.566774 + Penalty 3511.159469 = -5156201.407304
  nChanged 23
		SP:Iteration 48Q (92704.260000 sec): 3 clusters
  Score: Raw -5159713.213321 + Penalty 3511.159469 = -5156202.053851
  nChanged 20
		SP:Iteration 49Q (92704.660000 sec): 3 clusters
  Score: Raw -5159713.930512 + Penalty 3511.159469 = -5156202.771042
  nChanged 18
		SP:Iteration 50Q (92705.090000 sec): 3 clusters
  Score: Raw -5159714.585525 + Penalty 3511.159469 = -5156203.426056
  nChanged 17
		SP:Iteration 51Q (92705.510000 sec): 3 clusters
  Score: Raw -5159715.136971 + Penalty 3511.159469 = -5156203.977502
  nChanged 20
		SP:Iteration 52Q (92705.950000 sec): 3 clusters
  Score: Raw -5159715.756059 + Penalty 3511.159469 = -5156204.596589
  nChanged 20
		SP:Iteration 53Q (92706.390000 sec): 3 clusters
  Score: Raw -5159716.303639 + Penalty 3511.159469 = -5156205.144169
  nChanged 13
		SP:Iteration 54Q (92706.810000 sec): 3 clusters
  Score: Raw -5159716.751836 + Penalty 3511.159469 = -5156205.592367
  nChanged 14
		SP:Iteration 55Q (92707.280000 sec): 3 clusters
  Score: Raw -5159717.311504 + Penalty 3511.159469 = -5156206.152034
  nChanged 11
		SP:Iteration 56Q (92707.740000 sec): 3 clusters
  Score: Raw -5159717.675418 + Penalty 3511.159469 = -5156206.515949
  nChanged 8
		SP:Iteration 57Q (92708.200000 sec): 3 clusters
  Score: Raw -5159718.266794 + Penalty 3511.159469 = -5156207.107324
  nChanged 10
		SP:Iteration 58Q (92708.640000 sec): 3 clusters
  Score: Raw -5159718.503229 + Penalty 3511.159469 = -5156207.343759
  nChanged 7
		SP:Iteration 59Q (92709.120000 sec): 3 clusters
  Score: Raw -5159718.790330 + Penalty 3511.159469 = -5156207.630861
  nChanged 11
		SP:Iteration 60F (92709.560000 sec): 3 clusters
  Score: Raw -5159719.173526 + Penalty 3511.159469 = -5156208.014057
  nChanged 11
		SP:Iteration 61Q (92710.000000 sec): 3 clusters
  Score: Raw -5159719.504092 + Penalty 3511.159469 = -5156208.344622
  nChanged 11
		SP:Iteration 62Q (92710.430000 sec): 3 clusters
  Score: Raw -5159719.779241 + Penalty 3511.159469 = -5156208.619771
  nChanged 9
		SP:Iteration 63Q (92710.830000 sec): 3 clusters
  Score: Raw -5159719.980761 + Penalty 3511.159469 = -5156208.821291
  nChanged 6
		SP:Iteration 64Q (92711.190000 sec): 3 clusters
  Score: Raw -5159720.092121 + Penalty 3511.159469 = -5156208.932652
  nChanged 6
		SP:Iteration 65Q (92711.540000 sec): 3 clusters
  Score: Raw -5159720.308408 + Penalty 3511.159469 = -5156209.148939
  nChanged 10
		SP:Iteration 66Q (92711.900000 sec): 3 clusters
  Score: Raw -5159720.852780 + Penalty 3511.159469 = -5156209.693310
  nChanged 19
		SP:Iteration 67Q (92712.240000 sec): 3 clusters
  Score: Raw -5159721.833594 + Penalty 3511.159469 = -5156210.674125
  nChanged 23
		SP:Iteration 68Q (92712.600000 sec): 3 clusters
  Score: Raw -5159722.599376 + Penalty 3511.159469 = -5156211.439907
  nChanged 19
		SP:Iteration 69Q (92712.990000 sec): 3 clusters
  Score: Raw -5159723.224310 + Penalty 3511.159469 = -5156212.064840
  nChanged 10
		SP:Iteration 70Q (92713.390000 sec): 3 clusters
  Score: Raw -5159723.577122 + Penalty 3511.159469 = -5156212.417653
  nChanged 17
		SP:Iteration 71Q (92713.780000 sec): 3 clusters
  Score: Raw -5159724.203828 + Penalty 3511.159469 = -5156213.044358
  nChanged 12
		SP:Iteration 72Q (92714.230000 sec): 3 clusters
  Score: Raw -5159724.579061 + Penalty 3511.159469 = -5156213.419592
  nChanged 13
		SP:Iteration 73Q (92714.610000 sec): 3 clusters
  Score: Raw -5159724.990054 + Penalty 3511.159469 = -5156213.830585
  nChanged 19
		SP:Iteration 74Q (92715.010000 sec): 3 clusters
  Score: Raw -5159725.530696 + Penalty 3511.159469 = -5156214.371227
  nChanged 15
		SP:Iteration 75Q (92715.440000 sec): 3 clusters
  Score: Raw -5159726.009005 + Penalty 3511.159469 = -5156214.849536
  nChanged 14
		SP:Iteration 76Q (92715.780000 sec): 3 clusters
  Score: Raw -5159726.421450 + Penalty 3511.159469 = -5156215.261980
  nChanged 16
		SP:Iteration 77Q (92716.130000 sec): 3 clusters
  Score: Raw -5159726.958548 + Penalty 3511.159469 = -5156215.799079
  nChanged 10
		SP:Iteration 78Q (92716.540000 sec): 3 clusters
  Score: Raw -5159727.255495 + Penalty 3511.159469 = -5156216.096026
  nChanged 17
		SP:Iteration 79Q (92716.930000 sec): 3 clusters
  Score: Raw -5159727.894516 + Penalty 3511.159469 = -5156216.735047
  nChanged 12
		SP:Iteration 80F (92717.320000 sec): 3 clusters
  Score: Raw -5159728.228306 + Penalty 3511.159469 = -5156217.068836
  nChanged 7
		SP:Iteration 81Q (92717.720000 sec): 3 clusters
  Score: Raw -5159728.448341 + Penalty 3511.159469 = -5156217.288872
  nChanged 7
		SP:Iteration 82Q (92718.150000 sec): 3 clusters
  Score: Raw -5159728.684596 + Penalty 3511.159469 = -5156217.525126
  nChanged 7
		SP:Iteration 83Q (92718.540000 sec): 3 clusters
  Score: Raw -5159728.861612 + Penalty 3511.159469 = -5156217.702142
  nChanged 5
		SP:Iteration 84Q (92718.930000 sec): 3 clusters
  Score: Raw -5159729.072730 + Penalty 3511.159469 = -5156217.913261
  nChanged 10
		SP:Iteration 85Q (92719.300000 sec): 3 clusters
  Score: Raw -5159729.394643 + Penalty 3511.159469 = -5156218.235174
  nChanged 12
		SP:Iteration 86Q (92719.700000 sec): 3 clusters
  Score: Raw -5159729.766779 + Penalty 3511.159469 = -5156218.607309
  nChanged 8
		SP:Iteration 87Q (92720.090000 sec): 3 clusters
  Score: Raw -5159730.002734 + Penalty 3511.159469 = -5156218.843264
  nChanged 13
		SP:Iteration 88Q (92720.460000 sec): 3 clusters
  Score: Raw -5159730.511400 + Penalty 3511.159469 = -5156219.351930
  nChanged 12
		SP:Iteration 89Q (92720.810000 sec): 3 clusters
  Score: Raw -5159730.919655 + Penalty 3511.159469 = -5156219.760185
  nChanged 10
		SP:Iteration 90Q (92721.170000 sec): 3 clusters
  Score: Raw -5159731.350403 + Penalty 3511.159469 = -5156220.190933
  nChanged 12
		SP:Iteration 91Q (92721.530000 sec): 3 clusters
  Score: Raw -5159731.807601 + Penalty 3511.159469 = -5156220.648131
  nChanged 11
		SP:Iteration 92Q (92721.880000 sec): 3 clusters
  Score: Raw -5159731.970011 + Penalty 3511.159469 = -5156220.810542
  nChanged 5
		SP:Iteration 93Q (92722.250000 sec): 3 clusters
  Score: Raw -5159732.071999 + Penalty 3511.159469 = -5156220.912529
  nChanged 3
		SP:Iteration 94Q (92722.590000 sec): 3 clusters
  Score: Raw -5159732.110590 + Penalty 3511.159469 = -5156220.951121
  nChanged 2
		SP:Iteration 95Q (92722.960000 sec): 3 clusters
  Score: Raw -5159732.161613 + Penalty 3511.159469 = -5156221.002144
  nChanged 2
		SP:Iteration 96Q (92723.330000 sec): 3 clusters
  Score: Raw -5159732.204473 + Penalty 3511.159469 = -5156221.045004
  nChanged 4
		SP:Iteration 97Q (92723.730000 sec): 3 clusters
  Score: Raw -5159732.290700 + Penalty 3511.159469 = -5156221.131231
  nChanged 2
		SP:Iteration 98Q (92724.110000 sec): 3 clusters
  Score: Raw -5159732.316617 + Penalty 3511.159469 = -5156221.157147
  nChanged 1
		SP:Iteration 99Q (92724.470000 sec): 3 clusters
  Score: Raw -5159732.325434 + Penalty 3511.159469 = -5156221.165965
  nChanged 1
		SP:Iteration 100F (92724.840000 sec): 3 clusters
  Score: Raw -5159732.351609 + Penalty 3511.159469 = -5156221.192140
  nChanged 2
		SP:Iteration 101Q (92725.240000 sec): 3 clusters
  Score: Raw -5159732.380727 + Penalty 3511.159469 = -5156221.221258
  nChanged 1
		SP:Iteration 102Q (92725.610000 sec): 3 clusters
  Score: Raw -5159732.393205 + Penalty 3511.159469 = -5156221.233736
  nChanged 1
		SP:Iteration 103Q (92725.990000 sec): 3 clusters
  Score: Raw -5159732.401810 + Penalty 3511.159469 = -5156221.242341
  nChanged 0
		SP:Iteration 104F (92726.390000 sec): 3 clusters
  Score: Raw -5159732.401810 + Penalty 3511.159469 = -5156221.242341
  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 9.05 GB.

 Trying to split cluster 15 (118897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92727.010000 sec): 2 clusters
  Score: Raw -12799153.582765 + Penalty 1898.977088 = -12797254.605677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92727.740000 sec): 3 clusters
  Score: Raw -12721290.855169 + Penalty 3797.954177 = -12717492.900992
  nChanged 57151
		SP:Iteration 1F (92728.560000 sec): 3 clusters
  Score: Raw -12757223.808005 + Penalty 3797.954177 = -12753425.853828
  nChanged 6707
		SP:Iteration 2F (92729.320000 sec): 3 clusters
  Score: Raw -12761512.533534 + Penalty 3797.954177 = -12757714.579357
  nChanged 8174
		SP:Iteration 3F (92730.070000 sec): 3 clusters
  Score: Raw -12767877.671705 + Penalty 3797.954177 = -12764079.717528
  nChanged 9596
		SP:Iteration 4F (92730.900000 sec): 3 clusters
  Score: Raw -12776352.541870 + Penalty 3797.954177 = -12772554.587694
  nChanged 9941
		SP:Iteration 5F (92731.690000 sec): 3 clusters
  Score: Raw -12785895.255462 + Penalty 3797.954177 = -12782097.301285
  nChanged 9023
		SP:Iteration 6F (92732.500000 sec): 3 clusters
  Score: Raw -12793996.153207 + Penalty 3797.954177 = -12790198.199031
  nChanged 6627
		SP:Iteration 7F (92733.330000 sec): 3 clusters
  Score: Raw -12798726.342677 + Penalty 3797.954177 = -12794928.388500
  nChanged 4346
		SP:Iteration 8Q (92734.220000 sec): 3 clusters
  Score: Raw -12801135.245332 + Penalty 3797.954177 = -12797337.291155
  nChanged 3067
		SP:Iteration 9Q (92735.050000 sec): 3 clusters
  Score: Raw -12802633.786600 + Penalty 3797.954177 = -12798835.832423
  nChanged 2591
		SP:Iteration 10Q (92735.760000 sec): 3 clusters
  Score: Raw -12803947.640116 + Penalty 3797.954177 = -12800149.685939
  nChanged 2325
		SP:Iteration 11Q (92736.590000 sec): 3 clusters
  Score: Raw -12805071.938663 + Penalty 3797.954177 = -12801273.984486
  nChanged 2112
		SP:Iteration 12Q (92737.420000 sec): 3 clusters
  Score: Raw -12805943.787282 + Penalty 3797.954177 = -12802145.833105
  nChanged 1801
		SP:Iteration 13Q (92738.210000 sec): 3 clusters
  Score: Raw -12806567.320204 + Penalty 3797.954177 = -12802769.366027
  nChanged 1496
		SP:Iteration 14Q (92738.980000 sec): 3 clusters
  Score: Raw -12806983.148101 + Penalty 3797.954177 = -12803185.193924
  nChanged 1241
		SP:Iteration 15Q (92739.830000 sec): 3 clusters
  Score: Raw -12807263.706381 + Penalty 3797.954177 = -12803465.752204
  nChanged 960
		SP:Iteration 16Q (92740.670000 sec): 3 clusters
  Score: Raw -12807439.928521 + Penalty 3797.954177 = -12803641.974344
  nChanged 756
		SP:Iteration 17Q (92741.520000 sec): 3 clusters
  Score: Raw -12807559.766532 + Penalty 3797.954177 = -12803761.812356
  nChanged 619
		SP:Iteration 18Q (92742.360000 sec): 3 clusters
  Score: Raw -12807638.462238 + Penalty 3797.954177 = -12803840.508061
  nChanged 502
		SP:Iteration 19Q (92743.210000 sec): 3 clusters
  Score: Raw -12807689.833273 + Penalty 3797.954177 = -12803891.879096
  nChanged 392
		SP:Iteration 20F (92744.100000 sec): 3 clusters
  Score: Raw -12807726.953214 + Penalty 3797.954177 = -12803928.999038
  nChanged 345
		SP:Iteration 21Q (92744.880000 sec): 3 clusters
  Score: Raw -12807754.690774 + Penalty 3797.954177 = -12803956.736598
  nChanged 281
		SP:Iteration 22Q (92745.650000 sec): 3 clusters
  Score: Raw -12807774.827537 + Penalty 3797.954177 = -12803976.873360
  nChanged 244
		SP:Iteration 23Q (92746.530000 sec): 3 clusters
  Score: Raw -12807789.286278 + Penalty 3797.954177 = -12803991.332101
  nChanged 200
		SP:Iteration 24Q (92747.360000 sec): 3 clusters
  Score: Raw -12807798.597547 + Penalty 3797.954177 = -12804000.643370
  nChanged 142
		SP:Iteration 25Q (92748.180000 sec): 3 clusters
  Score: Raw -12807804.262569 + Penalty 3797.954177 = -12804006.308392
  nChanged 129
		SP:Iteration 26Q (92748.980000 sec): 3 clusters
  Score: Raw -12807809.188149 + Penalty 3797.954177 = -12804011.233973
  nChanged 110
		SP:Iteration 27Q (92749.910000 sec): 3 clusters
  Score: Raw -12807813.211188 + Penalty 3797.954177 = -12804015.257011
  nChanged 105
		SP:Iteration 28Q (92750.800000 sec): 3 clusters
  Score: Raw -12807816.526906 + Penalty 3797.954177 = -12804018.572729
  nChanged 98
		SP:Iteration 29Q (92751.630000 sec): 3 clusters
  Score: Raw -12807819.164252 + Penalty 3797.954177 = -12804021.210076
  nChanged 80
		SP:Iteration 30Q (92752.460000 sec): 3 clusters
  Score: Raw -12807821.031204 + Penalty 3797.954177 = -12804023.077028
  nChanged 54
		SP:Iteration 31Q (92753.280000 sec): 3 clusters
  Score: Raw -12807822.010706 + Penalty 3797.954177 = -12804024.056529
  nChanged 38
		SP:Iteration 32Q (92754.110000 sec): 3 clusters
  Score: Raw -12807822.647746 + Penalty 3797.954177 = -12804024.693569
  nChanged 33
		SP:Iteration 33Q (92755.060000 sec): 3 clusters
  Score: Raw -12807823.191982 + Penalty 3797.954177 = -12804025.237805
  nChanged 32
		SP:Iteration 34Q (92755.970000 sec): 3 clusters
  Score: Raw -12807823.722755 + Penalty 3797.954177 = -12804025.768578
  nChanged 22
		SP:Iteration 35Q (92756.810000 sec): 3 clusters
  Score: Raw -12807824.117549 + Penalty 3797.954177 = -12804026.163372
  nChanged 23
		SP:Iteration 36Q (92757.670000 sec): 3 clusters
  Score: Raw -12807824.481946 + Penalty 3797.954177 = -12804026.527770
  nChanged 26
		SP:Iteration 37Q (92758.550000 sec): 3 clusters
  Score: Raw -12807824.785234 + Penalty 3797.954177 = -12804026.831058
  nChanged 16
		SP:Iteration 38Q (92759.400000 sec): 3 clusters
  Score: Raw -12807824.906462 + Penalty 3797.954177 = -12804026.952285
  nChanged 7
		SP:Iteration 39Q (92760.200000 sec): 3 clusters
  Score: Raw -12807824.974650 + Penalty 3797.954177 = -12804027.020474
  nChanged 4
		SP:Iteration 40F (92761.050000 sec): 3 clusters
  Score: Raw -12807825.011215 + Penalty 3797.954177 = -12804027.057039
  nChanged 5
		SP:Iteration 41Q (92761.890000 sec): 3 clusters
  Score: Raw -12807825.056140 + Penalty 3797.954177 = -12804027.101964
  nChanged 3
		SP:Iteration 42Q (92762.740000 sec): 3 clusters
  Score: Raw -12807825.067877 + Penalty 3797.954177 = -12804027.113701
  nChanged 1
		SP:Iteration 43Q (92763.540000 sec): 3 clusters
  Score: Raw -12807825.072930 + Penalty 3797.954177 = -12804027.118754
  nChanged 1
		SP:Iteration 44Q (92764.320000 sec): 3 clusters
  Score: Raw -12807825.082141 + Penalty 3797.954177 = -12804027.127965
  nChanged 2
		SP:Iteration 45Q (92765.070000 sec): 3 clusters
  Score: Raw -12807825.097016 + Penalty 3797.954177 = -12804027.142839
  nChanged 2
		SP:Iteration 46Q (92765.860000 sec): 3 clusters
  Score: Raw -12807825.110342 + Penalty 3797.954177 = -12804027.156165
  nChanged 2
		SP:Iteration 47Q (92766.700000 sec): 3 clusters
  Score: Raw -12807825.138374 + Penalty 3797.954177 = -12804027.184198
  nChanged 7
		SP:Iteration 48Q (92767.550000 sec): 3 clusters
  Score: Raw -12807825.196376 + Penalty 3797.954177 = -12804027.242200
  nChanged 6
		SP:Iteration 49Q (92768.370000 sec): 3 clusters
  Score: Raw -12807825.278882 + Penalty 3797.954177 = -12804027.324706
  nChanged 5
		SP:Iteration 50Q (92769.140000 sec): 3 clusters
  Score: Raw -12807825.324173 + Penalty 3797.954177 = -12804027.369997
  nChanged 6
		SP:Iteration 51Q (92770.030000 sec): 3 clusters
  Score: Raw -12807825.365407 + Penalty 3797.954177 = -12804027.411230
  nChanged 4
		SP:Iteration 52Q (92770.930000 sec): 3 clusters
  Score: Raw -12807825.401345 + Penalty 3797.954177 = -12804027.447169
  nChanged 7
		SP:Iteration 53Q (92771.840000 sec): 3 clusters
  Score: Raw -12807825.470990 + Penalty 3797.954177 = -12804027.516813
  nChanged 4
		SP:Iteration 54Q (92772.590000 sec): 3 clusters
  Score: Raw -12807825.505458 + Penalty 3797.954177 = -12804027.551281
  nChanged 4
		SP:Iteration 55Q (92773.330000 sec): 3 clusters
  Score: Raw -12807825.540549 + Penalty 3797.954177 = -12804027.586372
  nChanged 3
		SP:Iteration 56Q (92774.060000 sec): 3 clusters
  Score: Raw -12807825.563931 + Penalty 3797.954177 = -12804027.609755
  nChanged 2
		SP:Iteration 57Q (92774.780000 sec): 3 clusters
  Score: Raw -12807825.578870 + Penalty 3797.954177 = -12804027.624693
  nChanged 1
		SP:Iteration 58Q (92775.560000 sec): 3 clusters
  Score: Raw -12807825.584689 + Penalty 3797.954177 = -12804027.630513
  nChanged 3
		SP:Iteration 59Q (92776.330000 sec): 3 clusters
  Score: Raw -12807825.616299 + Penalty 3797.954177 = -12804027.662123
  nChanged 4
		SP:Iteration 60F (92777.100000 sec): 3 clusters
  Score: Raw -12807825.657183 + Penalty 3797.954177 = -12804027.703006
  nChanged 2
		SP:Iteration 61Q (92777.900000 sec): 3 clusters
  Score: Raw -12807825.676823 + Penalty 3797.954177 = -12804027.722647
  nChanged 2
		SP:Iteration 62Q (92778.750000 sec): 3 clusters
  Score: Raw -12807825.694565 + Penalty 3797.954177 = -12804027.740389
  nChanged 3
		SP:Iteration 63Q (92779.620000 sec): 3 clusters
  Score: Raw -12807825.725152 + Penalty 3797.954177 = -12804027.770976
  nChanged 2
		SP:Iteration 64Q (92780.530000 sec): 3 clusters
  Score: Raw -12807825.738961 + Penalty 3797.954177 = -12804027.784784
  nChanged 2
		SP:Iteration 65Q (92781.360000 sec): 3 clusters
  Score: Raw -12807825.750140 + Penalty 3797.954177 = -12804027.795963
  nChanged 1
		SP:Iteration 66Q (92782.090000 sec): 3 clusters
  Score: Raw -12807825.756338 + Penalty 3797.954177 = -12804027.802161
  nChanged 0
		SP:Iteration 67F (92782.870000 sec): 3 clusters
  Score: Raw -12807825.756338 + Penalty 3797.954177 = -12804027.802161
  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 9.05 GB.

 Trying to split cluster 16 (51158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92783.210000 sec): 2 clusters
  Score: Raw -5230624.521373 + Penalty 1761.934551 = -5228862.586821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92783.670000 sec): 3 clusters
  Score: Raw -5198327.897783 + Penalty 3523.869103 = -5194804.028680
  nChanged 24127
		SP:Iteration 1F (92784.140000 sec): 3 clusters
  Score: Raw -5219198.017717 + Penalty 3523.869103 = -5215674.148614
  nChanged 5907
		SP:Iteration 2F (92784.610000 sec): 3 clusters
  Score: Raw -5227438.825791 + Penalty 3523.869103 = -5223914.956689
  nChanged 5647
		SP:Iteration 3F (92785.070000 sec): 3 clusters
  Score: Raw -5233921.442723 + Penalty 3523.869103 = -5230397.573620
  nChanged 4129
		SP:Iteration 4F (92785.540000 sec): 3 clusters
  Score: Raw -5237744.605528 + Penalty 3523.869103 = -5234220.736425
  nChanged 3027
		SP:Iteration 5F (92786.000000 sec): 3 clusters
  Score: Raw -5240151.479494 + Penalty 3523.869103 = -5236627.610391
  nChanged 2298
		SP:Iteration 6Q (92786.370000 sec): 3 clusters
  Score: Raw -5241916.158189 + Penalty 3523.869103 = -5238392.289086
  nChanged 1913
		SP:Iteration 7Q (92786.780000 sec): 3 clusters
  Score: Raw -5243311.556287 + Penalty 3523.869103 = -5239787.687185
  nChanged 1691
		SP:Iteration 8Q (92787.120000 sec): 3 clusters
  Score: Raw -5244457.608819 + Penalty 3523.869103 = -5240933.739716
  nChanged 1487
		SP:Iteration 9Q (92787.570000 sec): 3 clusters
  Score: Raw -5245567.764784 + Penalty 3523.869103 = -5242043.895682
  nChanged 1407
		SP:Iteration 10Q (92787.960000 sec): 3 clusters
  Score: Raw -5246694.280177 + Penalty 3523.869103 = -5243170.411075
  nChanged 1295
		SP:Iteration 11Q (92788.350000 sec): 3 clusters
  Score: Raw -5247646.543782 + Penalty 3523.869103 = -5244122.674679
  nChanged 1119
		SP:Iteration 12Q (92788.780000 sec): 3 clusters
  Score: Raw -5248492.529627 + Penalty 3523.869103 = -5244968.660525
  nChanged 1005
		SP:Iteration 13Q (92789.200000 sec): 3 clusters
  Score: Raw -5249463.250357 + Penalty 3523.869103 = -5245939.381254
  nChanged 958
		SP:Iteration 14Q (92789.600000 sec): 3 clusters
  Score: Raw -5250613.601147 + Penalty 3523.869103 = -5247089.732044
  nChanged 972
		SP:Iteration 15Q (92789.990000 sec): 3 clusters
  Score: Raw -5251844.147846 + Penalty 3523.869103 = -5248320.278743
  nChanged 956
		SP:Iteration 16Q (92790.360000 sec): 3 clusters
  Score: Raw -5252999.208704 + Penalty 3523.869103 = -5249475.339601
  nChanged 848
		SP:Iteration 17Q (92790.800000 sec): 3 clusters
  Score: Raw -5253842.693296 + Penalty 3523.869103 = -5250318.824194
  nChanged 693
		SP:Iteration 18Q (92791.170000 sec): 3 clusters
  Score: Raw -5254396.548467 + Penalty 3523.869103 = -5250872.679365
  nChanged 596
		SP:Iteration 19Q (92791.560000 sec): 3 clusters
  Score: Raw -5254820.072169 + Penalty 3523.869103 = -5251296.203067
  nChanged 507
		SP:Iteration 20F (92792.020000 sec): 3 clusters
  Score: Raw -5255362.585566 + Penalty 3523.869103 = -5251838.716463
  nChanged 501
		SP:Iteration 21Q (92792.430000 sec): 3 clusters
  Score: Raw -5255939.250872 + Penalty 3523.869103 = -5252415.381769
  nChanged 469
		SP:Iteration 22Q (92792.830000 sec): 3 clusters
  Score: Raw -5256136.958534 + Penalty 3523.869103 = -5252613.089432
  nChanged 317
		SP:Iteration 23Q (92793.250000 sec): 3 clusters
  Score: Raw -5256205.741828 + Penalty 3523.869103 = -5252681.872726
  nChanged 218
		SP:Iteration 24Q (92793.640000 sec): 3 clusters
  Score: Raw -5256248.437932 + Penalty 3523.869103 = -5252724.568830
  nChanged 200
		SP:Iteration 25Q (92794.050000 sec): 3 clusters
  Score: Raw -5256286.096803 + Penalty 3523.869103 = -5252762.227700
  nChanged 201
		SP:Iteration 26Q (92794.400000 sec): 3 clusters
  Score: Raw -5256320.618000 + Penalty 3523.869103 = -5252796.748897
  nChanged 192
		SP:Iteration 27Q (92794.800000 sec): 3 clusters
  Score: Raw -5256354.394094 + Penalty 3523.869103 = -5252830.524991
  nChanged 176
		SP:Iteration 28Q (92795.160000 sec): 3 clusters
  Score: Raw -5256383.438003 + Penalty 3523.869103 = -5252859.568900
  nChanged 163
		SP:Iteration 29Q (92795.530000 sec): 3 clusters
  Score: Raw -5256405.809025 + Penalty 3523.869103 = -5252881.939922
  nChanged 139
		SP:Iteration 30Q (92795.960000 sec): 3 clusters
  Score: Raw -5256422.554231 + Penalty 3523.869103 = -5252898.685129
  nChanged 128
		SP:Iteration 31Q (92796.330000 sec): 3 clusters
  Score: Raw -5256438.149504 + Penalty 3523.869103 = -5252914.280401
  nChanged 113
		SP:Iteration 32Q (92796.720000 sec): 3 clusters
  Score: Raw -5256450.071585 + Penalty 3523.869103 = -5252926.202482
  nChanged 109
		SP:Iteration 33Q (92797.070000 sec): 3 clusters
  Score: Raw -5256461.211266 + Penalty 3523.869103 = -5252937.342163
  nChanged 104
		SP:Iteration 34Q (92797.510000 sec): 3 clusters
  Score: Raw -5256472.197117 + Penalty 3523.869103 = -5252948.328014
  nChanged 108
		SP:Iteration 35Q (92797.930000 sec): 3 clusters
  Score: Raw -5256484.882497 + Penalty 3523.869103 = -5252961.013394
  nChanged 108
		SP:Iteration 36Q (92798.330000 sec): 3 clusters
  Score: Raw -5256497.734283 + Penalty 3523.869103 = -5252973.865180
  nChanged 122
		SP:Iteration 37Q (92798.750000 sec): 3 clusters
  Score: Raw -5256512.518858 + Penalty 3523.869103 = -5252988.649755
  nChanged 132
		SP:Iteration 38Q (92799.200000 sec): 3 clusters
  Score: Raw -5256529.566403 + Penalty 3523.869103 = -5253005.697300
  nChanged 135
		SP:Iteration 39Q (92799.620000 sec): 3 clusters
  Score: Raw -5256547.477745 + Penalty 3523.869103 = -5253023.608642
  nChanged 118
		SP:Iteration 40F (92800.070000 sec): 3 clusters
  Score: Raw -5256564.929775 + Penalty 3523.869103 = -5253041.060672
  nChanged 129
		SP:Iteration 41Q (92800.530000 sec): 3 clusters
  Score: Raw -5256581.589703 + Penalty 3523.869103 = -5253057.720600
  nChanged 132
		SP:Iteration 42Q (92800.980000 sec): 3 clusters
  Score: Raw -5256599.033150 + Penalty 3523.869103 = -5253075.164048
  nChanged 130
		SP:Iteration 43Q (92801.450000 sec): 3 clusters
  Score: Raw -5256614.687815 + Penalty 3523.869103 = -5253090.818712
  nChanged 127
		SP:Iteration 44Q (92801.880000 sec): 3 clusters
  Score: Raw -5256629.896682 + Penalty 3523.869103 = -5253106.027580
  nChanged 136
		SP:Iteration 45Q (92802.330000 sec): 3 clusters
  Score: Raw -5256645.870440 + Penalty 3523.869103 = -5253122.001337
  nChanged 135
		SP:Iteration 46Q (92802.790000 sec): 3 clusters
  Score: Raw -5256662.265214 + Penalty 3523.869103 = -5253138.396111
  nChanged 138
		SP:Iteration 47Q (92803.220000 sec): 3 clusters
  Score: Raw -5256678.459758 + Penalty 3523.869103 = -5253154.590655
  nChanged 140
		SP:Iteration 48Q (92803.670000 sec): 3 clusters
  Score: Raw -5256697.334601 + Penalty 3523.869103 = -5253173.465498
  nChanged 142
		SP:Iteration 49Q (92804.170000 sec): 3 clusters
  Score: Raw -5256716.270626 + Penalty 3523.869103 = -5253192.401523
  nChanged 146
		SP:Iteration 50Q (92804.690000 sec): 3 clusters
  Score: Raw -5256734.331277 + Penalty 3523.869103 = -5253210.462175
  nChanged 130
		SP:Iteration 51Q (92805.150000 sec): 3 clusters
  Score: Raw -5256749.144548 + Penalty 3523.869103 = -5253225.275445
  nChanged 112
		SP:Iteration 52Q (92805.570000 sec): 3 clusters
  Score: Raw -5256761.169647 + Penalty 3523.869103 = -5253237.300545
  nChanged 111
		SP:Iteration 53Q (92805.950000 sec): 3 clusters
  Score: Raw -5256771.415012 + Penalty 3523.869103 = -5253247.545909
  nChanged 108
		SP:Iteration 54Q (92806.370000 sec): 3 clusters
  Score: Raw -5256780.878064 + Penalty 3523.869103 = -5253257.008961
  nChanged 92
		SP:Iteration 55Q (92806.790000 sec): 3 clusters
  Score: Raw -5256788.708766 + Penalty 3523.869103 = -5253264.839663
  nChanged 81
		SP:Iteration 56Q (92807.190000 sec): 3 clusters
  Score: Raw -5256795.467582 + Penalty 3523.869103 = -5253271.598480
  nChanged 89
		SP:Iteration 57Q (92807.610000 sec): 3 clusters
  Score: Raw -5256803.104445 + Penalty 3523.869103 = -5253279.235343
  nChanged 77
		SP:Iteration 58Q (92808.070000 sec): 3 clusters
  Score: Raw -5256810.831561 + Penalty 3523.869103 = -5253286.962459
  nChanged 96
		SP:Iteration 59Q (92808.510000 sec): 3 clusters
  Score: Raw -5256821.312491 + Penalty 3523.869103 = -5253297.443388
  nChanged 109
		SP:Iteration 60F (92809.000000 sec): 3 clusters
  Score: Raw -5256833.210246 + Penalty 3523.869103 = -5253309.341143
  nChanged 109
		SP:Iteration 61Q (92809.420000 sec): 3 clusters
  Score: Raw -5256844.950663 + Penalty 3523.869103 = -5253321.081561
  nChanged 108
		SP:Iteration 62Q (92809.860000 sec): 3 clusters
  Score: Raw -5256857.247440 + Penalty 3523.869103 = -5253333.378337
  nChanged 120
		SP:Iteration 63Q (92810.300000 sec): 3 clusters
  Score: Raw -5256872.129150 + Penalty 3523.869103 = -5253348.260047
  nChanged 127
		SP:Iteration 64Q (92810.680000 sec): 3 clusters
  Score: Raw -5256887.178874 + Penalty 3523.869103 = -5253363.309771
  nChanged 141
		SP:Iteration 65Q (92811.070000 sec): 3 clusters
  Score: Raw -5256903.304767 + Penalty 3523.869103 = -5253379.435664
  nChanged 136
		SP:Iteration 66Q (92811.470000 sec): 3 clusters
  Score: Raw -5256921.841007 + Penalty 3523.869103 = -5253397.971904
  nChanged 156
		SP:Iteration 67Q (92811.860000 sec): 3 clusters
  Score: Raw -5256941.869927 + Penalty 3523.869103 = -5253418.000825
  nChanged 130
		SP:Iteration 68Q (92812.260000 sec): 3 clusters
  Score: Raw -5256956.978945 + Penalty 3523.869103 = -5253433.109843
  nChanged 128
		SP:Iteration 69Q (92812.700000 sec): 3 clusters
  Score: Raw -5256970.992764 + Penalty 3523.869103 = -5253447.123661
  nChanged 120
		SP:Iteration 70Q (92813.120000 sec): 3 clusters
  Score: Raw -5256983.217045 + Penalty 3523.869103 = -5253459.347943
  nChanged 121
		SP:Iteration 71Q (92813.530000 sec): 3 clusters
  Score: Raw -5256996.629090 + Penalty 3523.869103 = -5253472.759988
  nChanged 115
		SP:Iteration 72Q (92813.900000 sec): 3 clusters
  Score: Raw -5257009.300275 + Penalty 3523.869103 = -5253485.431172
  nChanged 108
		SP:Iteration 73Q (92814.270000 sec): 3 clusters
  Score: Raw -5257020.816945 + Penalty 3523.869103 = -5253496.947842
  nChanged 94
		SP:Iteration 74Q (92814.650000 sec): 3 clusters
  Score: Raw -5257030.545318 + Penalty 3523.869103 = -5253506.676215
  nChanged 86
		SP:Iteration 75Q (92815.020000 sec): 3 clusters
  Score: Raw -5257038.695158 + Penalty 3523.869103 = -5253514.826055
  nChanged 91
		SP:Iteration 76Q (92815.470000 sec): 3 clusters
  Score: Raw -5257047.312441 + Penalty 3523.869103 = -5253523.443338
  nChanged 80
		SP:Iteration 77Q (92815.860000 sec): 3 clusters
  Score: Raw -5257056.007187 + Penalty 3523.869103 = -5253532.138084
  nChanged 84
		SP:Iteration 78Q (92816.310000 sec): 3 clusters
  Score: Raw -5257064.281345 + Penalty 3523.869103 = -5253540.412242
  nChanged 78
		SP:Iteration 79Q (92816.670000 sec): 3 clusters
  Score: Raw -5257070.869894 + Penalty 3523.869103 = -5253547.000791
  nChanged 69
		SP:Iteration 80F (92817.050000 sec): 3 clusters
  Score: Raw -5257076.397259 + Penalty 3523.869103 = -5253552.528156
  nChanged 67
		SP:Iteration 81Q (92817.480000 sec): 3 clusters
  Score: Raw -5257081.663430 + Penalty 3523.869103 = -5253557.794328
  nChanged 76
		SP:Iteration 82Q (92817.820000 sec): 3 clusters
  Score: Raw -5257087.827281 + Penalty 3523.869103 = -5253563.958179
  nChanged 71
		SP:Iteration 83Q (92818.190000 sec): 3 clusters
  Score: Raw -5257093.929294 + Penalty 3523.869103 = -5253570.060191
  nChanged 69
		SP:Iteration 84Q (92818.570000 sec): 3 clusters
  Score: Raw -5257100.997695 + Penalty 3523.869103 = -5253577.128592
  nChanged 76
		SP:Iteration 85Q (92818.940000 sec): 3 clusters
  Score: Raw -5257109.891413 + Penalty 3523.869103 = -5253586.022310
  nChanged 87
		SP:Iteration 86Q (92819.260000 sec): 3 clusters
  Score: Raw -5257122.491355 + Penalty 3523.869103 = -5253598.622253
  nChanged 96
		SP:Iteration 87Q (92819.640000 sec): 3 clusters
  Score: Raw -5257141.046205 + Penalty 3523.869103 = -5253617.177103
  nChanged 98
		SP:Iteration 88Q (92820.050000 sec): 3 clusters
  Score: Raw -5257164.302740 + Penalty 3523.869103 = -5253640.433638
  nChanged 140
		SP:Iteration 89Q (92820.380000 sec): 3 clusters
  Score: Raw -5257213.628976 + Penalty 3523.869103 = -5253689.759873
  nChanged 198
		SP:Iteration 90Q (92820.720000 sec): 3 clusters
  Score: Raw -5257297.221716 + Penalty 3523.869103 = -5253773.352614
  nChanged 249
		SP:Iteration 91Q (92821.120000 sec): 3 clusters
  Score: Raw -5257466.364430 + Penalty 3523.869103 = -5253942.495327
  nChanged 372
		SP:Iteration 92Q (92821.530000 sec): 3 clusters
  Score: Raw -5257899.150753 + Penalty 3523.869103 = -5254375.281650
  nChanged 499
		SP:Iteration 93Q (92821.950000 sec): 3 clusters
  Score: Raw -5258622.460842 + Penalty 3523.869103 = -5255098.591739
  nChanged 552
		SP:Iteration 94Q (92822.400000 sec): 3 clusters
  Score: Raw -5259362.097023 + Penalty 3523.869103 = -5255838.227921
  nChanged 472
		SP:Iteration 95Q (92822.860000 sec): 3 clusters
  Score: Raw -5259745.334373 + Penalty 3523.869103 = -5256221.465270
  nChanged 334
		SP:Iteration 96Q (92823.280000 sec): 3 clusters
  Score: Raw -5259896.913927 + Penalty 3523.869103 = -5256373.044824
  nChanged 238
		SP:Iteration 97Q (92823.710000 sec): 3 clusters
  Score: Raw -5259984.022444 + Penalty 3523.869103 = -5256460.153342
  nChanged 197
		SP:Iteration 98Q (92824.140000 sec): 3 clusters
  Score: Raw -5260036.369992 + Penalty 3523.869103 = -5256512.500889
  nChanged 156
		SP:Iteration 99Q (92824.610000 sec): 3 clusters
  Score: Raw -5260067.415855 + Penalty 3523.869103 = -5256543.546752
  nChanged 113
		SP:Iteration 100F (92825.010000 sec): 3 clusters
  Score: Raw -5260083.310840 + Penalty 3523.869103 = -5256559.441737
  nChanged 78
		SP:Iteration 101Q (92825.430000 sec): 3 clusters
  Score: Raw -5260090.828441 + Penalty 3523.869103 = -5256566.959338
  nChanged 45
		SP:Iteration 102Q (92825.790000 sec): 3 clusters
  Score: Raw -5260094.419912 + Penalty 3523.869103 = -5256570.550809
  nChanged 43
		SP:Iteration 103Q (92826.180000 sec): 3 clusters
  Score: Raw -5260096.961877 + Penalty 3523.869103 = -5256573.092775
  nChanged 25
		SP:Iteration 104Q (92826.550000 sec): 3 clusters
  Score: Raw -5260098.323403 + Penalty 3523.869103 = -5256574.454300
  nChanged 22
		SP:Iteration 105Q (92826.980000 sec): 3 clusters
  Score: Raw -5260099.720022 + Penalty 3523.869103 = -5256575.850920
  nChanged 16
		SP:Iteration 106Q (92827.350000 sec): 3 clusters
  Score: Raw -5260100.599810 + Penalty 3523.869103 = -5256576.730707
  nChanged 13
		SP:Iteration 107Q (92827.790000 sec): 3 clusters
  Score: Raw -5260101.056145 + Penalty 3523.869103 = -5256577.187042
  nChanged 10
		SP:Iteration 108Q (92828.220000 sec): 3 clusters
  Score: Raw -5260101.494954 + Penalty 3523.869103 = -5256577.625851
  nChanged 8
		SP:Iteration 109Q (92828.650000 sec): 3 clusters
  Score: Raw -5260101.658693 + Penalty 3523.869103 = -5256577.789591
  nChanged 4
		SP:Iteration 110Q (92829.090000 sec): 3 clusters
  Score: Raw -5260101.800287 + Penalty 3523.869103 = -5256577.931185
  nChanged 3
		SP:Iteration 111Q (92829.490000 sec): 3 clusters
  Score: Raw -5260101.911955 + Penalty 3523.869103 = -5256578.042853
  nChanged 2
		SP:Iteration 112Q (92829.960000 sec): 3 clusters
  Score: Raw -5260101.976135 + Penalty 3523.869103 = -5256578.107033
  nChanged 5
		SP:Iteration 113Q (92830.400000 sec): 3 clusters
  Score: Raw -5260102.202629 + Penalty 3523.869103 = -5256578.333527
  nChanged 6
		SP:Iteration 114Q (92830.850000 sec): 3 clusters
  Score: Raw -5260102.338536 + Penalty 3523.869103 = -5256578.469433
  nChanged 1
		SP:Iteration 115Q (92831.220000 sec): 3 clusters
  Score: Raw -5260102.353645 + Penalty 3523.869103 = -5256578.484542
  nChanged 0
		SP:Iteration 116F (92831.620000 sec): 3 clusters
  Score: Raw -5260102.353645 + Penalty 3523.869103 = -5256578.484542
  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 9.05 GB.

 Trying to split cluster 17 (22682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92831.830000 sec): 2 clusters
  Score: Raw -2140551.228634 + Penalty 1629.765627 = -2138921.463006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92832.140000 sec): 3 clusters
  Score: Raw -2127115.482191 + Penalty 3259.531255 = -2123855.950937
  nChanged 10353
		SP:Iteration 1F (92832.450000 sec): 3 clusters
  Score: Raw -2136038.149368 + Penalty 3259.531255 = -2132778.618114
  nChanged 2594
		SP:Iteration 2F (92832.770000 sec): 3 clusters
  Score: Raw -2138966.016638 + Penalty 3259.531255 = -2135706.485384
  nChanged 2186
		SP:Iteration 3F (92833.060000 sec): 3 clusters
  Score: Raw -2140819.616490 + Penalty 3259.531255 = -2137560.085235
  nChanged 1609
		SP:Iteration 4F (92833.350000 sec): 3 clusters
  Score: Raw -2141972.325909 + Penalty 3259.531255 = -2138712.794655
  nChanged 1205
		SP:Iteration 5F (92833.640000 sec): 3 clusters
  Score: Raw -2142807.324783 + Penalty 3259.531255 = -2139547.793529
  nChanged 1055
		SP:Iteration 6Q (92833.860000 sec): 3 clusters
  Score: Raw -2143693.066055 + Penalty 3259.531255 = -2140433.534800
  nChanged 1048
		SP:Iteration 7Q (92834.170000 sec): 3 clusters
  Score: Raw -2144713.271706 + Penalty 3259.531255 = -2141453.740451
  nChanged 1014
		SP:Iteration 8Q (92834.430000 sec): 3 clusters
  Score: Raw -2145643.537699 + Penalty 3259.531255 = -2142384.006445
  nChanged 857
		SP:Iteration 9Q (92834.710000 sec): 3 clusters
  Score: Raw -2146545.947786 + Penalty 3259.531255 = -2143286.416531
  nChanged 693
		SP:Iteration 10Q (92834.930000 sec): 3 clusters
  Score: Raw -2147305.744681 + Penalty 3259.531255 = -2144046.213427
  nChanged 595
		SP:Iteration 11Q (92835.210000 sec): 3 clusters
  Score: Raw -2147648.564947 + Penalty 3259.531255 = -2144389.033693
  nChanged 424
		SP:Iteration 12Q (92835.430000 sec): 3 clusters
  Score: Raw -2147835.680191 + Penalty 3259.531255 = -2144576.148936
  nChanged 292
		SP:Iteration 13Q (92835.700000 sec): 3 clusters
  Score: Raw -2147945.374135 + Penalty 3259.531255 = -2144685.842881
  nChanged 220
		SP:Iteration 14Q (92835.950000 sec): 3 clusters
  Score: Raw -2148030.169461 + Penalty 3259.531255 = -2144770.638206
  nChanged 204
		SP:Iteration 15Q (92836.210000 sec): 3 clusters
  Score: Raw -2148086.218413 + Penalty 3259.531255 = -2144826.687159
  nChanged 165
		SP:Iteration 16Q (92836.500000 sec): 3 clusters
  Score: Raw -2148118.426663 + Penalty 3259.531255 = -2144858.895408
  nChanged 117
		SP:Iteration 17Q (92836.760000 sec): 3 clusters
  Score: Raw -2148137.078885 + Penalty 3259.531255 = -2144877.547631
  nChanged 94
		SP:Iteration 18Q (92837.000000 sec): 3 clusters
  Score: Raw -2148154.126528 + Penalty 3259.531255 = -2144894.595273
  nChanged 86
		SP:Iteration 19Q (92837.310000 sec): 3 clusters
  Score: Raw -2148172.051334 + Penalty 3259.531255 = -2144912.520080
  nChanged 97
		SP:Iteration 20F (92837.600000 sec): 3 clusters
  Score: Raw -2148233.987788 + Penalty 3259.531255 = -2144974.456533
  nChanged 85
		SP:Iteration 21Q (92837.870000 sec): 3 clusters
  Score: Raw -2148274.346707 + Penalty 3259.531255 = -2145014.815453
  nChanged 128
		SP:Iteration 22Q (92838.110000 sec): 3 clusters
  Score: Raw -2148307.971956 + Penalty 3259.531255 = -2145048.440701
  nChanged 109
		SP:Iteration 23Q (92838.400000 sec): 3 clusters
  Score: Raw -2148331.280555 + Penalty 3259.531255 = -2145071.749301
  nChanged 73
		SP:Iteration 24Q (92838.670000 sec): 3 clusters
  Score: Raw -2148346.140872 + Penalty 3259.531255 = -2145086.609618
  nChanged 67
		SP:Iteration 25Q (92838.990000 sec): 3 clusters
  Score: Raw -2148361.493438 + Penalty 3259.531255 = -2145101.962183
  nChanged 62
		SP:Iteration 26Q (92839.230000 sec): 3 clusters
  Score: Raw -2148374.808557 + Penalty 3259.531255 = -2145115.277303
  nChanged 70
		SP:Iteration 27Q (92839.530000 sec): 3 clusters
  Score: Raw -2148388.912198 + Penalty 3259.531255 = -2145129.380943
  nChanged 58
		SP:Iteration 28Q (92839.790000 sec): 3 clusters
  Score: Raw -2148396.385760 + Penalty 3259.531255 = -2145136.854505
  nChanged 48
		SP:Iteration 29Q (92840.110000 sec): 3 clusters
  Score: Raw -2148404.178938 + Penalty 3259.531255 = -2145144.647683
  nChanged 42
		SP:Iteration 30Q (92840.360000 sec): 3 clusters
  Score: Raw -2148410.954015 + Penalty 3259.531255 = -2145151.422761
  nChanged 38
		SP:Iteration 31Q (92840.670000 sec): 3 clusters
  Score: Raw -2148417.647182 + Penalty 3259.531255 = -2145158.115927
  nChanged 44
		SP:Iteration 32Q (92840.940000 sec): 3 clusters
  Score: Raw -2148422.268185 + Penalty 3259.531255 = -2145162.736930
  nChanged 36
		SP:Iteration 33Q (92841.280000 sec): 3 clusters
  Score: Raw -2148426.966751 + Penalty 3259.531255 = -2145167.435496
  nChanged 43
		SP:Iteration 34Q (92841.580000 sec): 3 clusters
  Score: Raw -2148432.344909 + Penalty 3259.531255 = -2145172.813654
  nChanged 36
		SP:Iteration 35Q (92841.840000 sec): 3 clusters
  Score: Raw -2148434.430433 + Penalty 3259.531255 = -2145174.899178
  nChanged 21
		SP:Iteration 36Q (92842.200000 sec): 3 clusters
  Score: Raw -2148435.871852 + Penalty 3259.531255 = -2145176.340597
  nChanged 12
		SP:Iteration 37Q (92842.520000 sec): 3 clusters
  Score: Raw -2148436.356041 + Penalty 3259.531255 = -2145176.824786
  nChanged 12
		SP:Iteration 38Q (92842.780000 sec): 3 clusters
  Score: Raw -2148436.913411 + Penalty 3259.531255 = -2145177.382156
  nChanged 6
		SP:Iteration 39Q (92843.070000 sec): 3 clusters
  Score: Raw -2148437.147547 + Penalty 3259.531255 = -2145177.616293
  nChanged 6
		SP:Iteration 40F (92843.360000 sec): 3 clusters
  Score: Raw -2148437.881554 + Penalty 3259.531255 = -2145178.350299
  nChanged 5
		SP:Iteration 41Q (92843.630000 sec): 3 clusters
  Score: Raw -2148438.479912 + Penalty 3259.531255 = -2145178.948658
  nChanged 8
		SP:Iteration 42Q (92843.900000 sec): 3 clusters
  Score: Raw -2148439.249764 + Penalty 3259.531255 = -2145179.718510
  nChanged 10
		SP:Iteration 43Q (92844.160000 sec): 3 clusters
  Score: Raw -2148440.383744 + Penalty 3259.531255 = -2145180.852490
  nChanged 13
		SP:Iteration 44Q (92844.500000 sec): 3 clusters
  Score: Raw -2148441.006323 + Penalty 3259.531255 = -2145181.475069
  nChanged 9
		SP:Iteration 45Q (92844.780000 sec): 3 clusters
  Score: Raw -2148441.782331 + Penalty 3259.531255 = -2145182.251076
  nChanged 9
		SP:Iteration 46Q (92845.090000 sec): 3 clusters
  Score: Raw -2148443.061506 + Penalty 3259.531255 = -2145183.530252
  nChanged 16
		SP:Iteration 47Q (92845.440000 sec): 3 clusters
  Score: Raw -2148444.553951 + Penalty 3259.531255 = -2145185.022697
  nChanged 18
		SP:Iteration 48Q (92845.700000 sec): 3 clusters
  Score: Raw -2148445.857561 + Penalty 3259.531255 = -2145186.326306
  nChanged 14
		SP:Iteration 49Q (92846.000000 sec): 3 clusters
  Score: Raw -2148446.977762 + Penalty 3259.531255 = -2145187.446508
  nChanged 11
		SP:Iteration 50Q (92846.290000 sec): 3 clusters
  Score: Raw -2148448.189970 + Penalty 3259.531255 = -2145188.658716
  nChanged 16
		SP:Iteration 51Q (92846.600000 sec): 3 clusters
  Score: Raw -2148452.012604 + Penalty 3259.531255 = -2145192.481349
  nChanged 24
		SP:Iteration 52Q (92846.850000 sec): 3 clusters
  Score: Raw -2148456.680554 + Penalty 3259.531255 = -2145197.149300
  nChanged 30
		SP:Iteration 53Q (92847.140000 sec): 3 clusters
  Score: Raw -2148459.287811 + Penalty 3259.531255 = -2145199.756557
  nChanged 26
		SP:Iteration 54Q (92847.450000 sec): 3 clusters
  Score: Raw -2148463.335733 + Penalty 3259.531255 = -2145203.804479
  nChanged 33
		SP:Iteration 55Q (92847.730000 sec): 3 clusters
  Score: Raw -2148466.985312 + Penalty 3259.531255 = -2145207.454057
  nChanged 26
		SP:Iteration 56Q (92848.030000 sec): 3 clusters
  Score: Raw -2148470.080842 + Penalty 3259.531255 = -2145210.549587
  nChanged 27
		SP:Iteration 57Q (92848.290000 sec): 3 clusters
  Score: Raw -2148472.871502 + Penalty 3259.531255 = -2145213.340248
  nChanged 24
		SP:Iteration 58Q (92848.580000 sec): 3 clusters
  Score: Raw -2148475.088294 + Penalty 3259.531255 = -2145215.557040
  nChanged 21
		SP:Iteration 59Q (92848.880000 sec): 3 clusters
  Score: Raw -2148478.533032 + Penalty 3259.531255 = -2145219.001777
  nChanged 27
		SP:Iteration 60F (92849.170000 sec): 3 clusters
  Score: Raw -2148481.690487 + Penalty 3259.531255 = -2145222.159232
  nChanged 28
		SP:Iteration 61Q (92849.440000 sec): 3 clusters
  Score: Raw -2148484.920175 + Penalty 3259.531255 = -2145225.388920
  nChanged 36
		SP:Iteration 62Q (92849.770000 sec): 3 clusters
  Score: Raw -2148489.886976 + Penalty 3259.531255 = -2145230.355722
  nChanged 44
		SP:Iteration 63Q (92850.070000 sec): 3 clusters
  Score: Raw -2148498.689358 + Penalty 3259.531255 = -2145239.158104
  nChanged 53
		SP:Iteration 64Q (92850.390000 sec): 3 clusters
  Score: Raw -2148506.498112 + Penalty 3259.531255 = -2145246.966858
  nChanged 55
		SP:Iteration 65Q (92850.670000 sec): 3 clusters
  Score: Raw -2148517.043417 + Penalty 3259.531255 = -2145257.512162
  nChanged 63
		SP:Iteration 66Q (92850.940000 sec): 3 clusters
  Score: Raw -2148531.697497 + Penalty 3259.531255 = -2145272.166243
  nChanged 69
		SP:Iteration 67Q (92851.260000 sec): 3 clusters
  Score: Raw -2148548.318173 + Penalty 3259.531255 = -2145288.786918
  nChanged 90
		SP:Iteration 68Q (92851.550000 sec): 3 clusters
  Score: Raw -2148567.214534 + Penalty 3259.531255 = -2145307.683279
  nChanged 76
		SP:Iteration 69Q (92851.820000 sec): 3 clusters
  Score: Raw -2148591.541069 + Penalty 3259.531255 = -2145332.009814
  nChanged 84
		SP:Iteration 70Q (92852.130000 sec): 3 clusters
  Score: Raw -2148613.058916 + Penalty 3259.531255 = -2145353.527662
  nChanged 108
		SP:Iteration 71Q (92852.440000 sec): 3 clusters
  Score: Raw -2148637.850979 + Penalty 3259.531255 = -2145378.319725
  nChanged 87
		SP:Iteration 72Q (92852.720000 sec): 3 clusters
  Score: Raw -2148658.995663 + Penalty 3259.531255 = -2145399.464409
  nChanged 86
		SP:Iteration 73Q (92853.050000 sec): 3 clusters
  Score: Raw -2148681.664788 + Penalty 3259.531255 = -2145422.133533
  nChanged 72
		SP:Iteration 74Q (92853.290000 sec): 3 clusters
  Score: Raw -2148704.804785 + Penalty 3259.531255 = -2145445.273530
  nChanged 85
		SP:Iteration 75Q (92853.640000 sec): 3 clusters
  Score: Raw -2148725.483963 + Penalty 3259.531255 = -2145465.952708
  nChanged 93
		SP:Iteration 76Q (92853.940000 sec): 3 clusters
  Score: Raw -2148743.657929 + Penalty 3259.531255 = -2145484.126674
  nChanged 85
		SP:Iteration 77Q (92854.160000 sec): 3 clusters
  Score: Raw -2148758.552391 + Penalty 3259.531255 = -2145499.021136
  nChanged 77
		SP:Iteration 78Q (92854.460000 sec): 3 clusters
  Score: Raw -2148769.021895 + Penalty 3259.531255 = -2145509.490640
  nChanged 53
		SP:Iteration 79Q (92854.760000 sec): 3 clusters
  Score: Raw -2148777.193218 + Penalty 3259.531255 = -2145517.661964
  nChanged 53
		SP:Iteration 80F (92855.040000 sec): 3 clusters
  Score: Raw -2148786.144656 + Penalty 3259.531255 = -2145526.613401
  nChanged 57
		SP:Iteration 81Q (92855.370000 sec): 3 clusters
  Score: Raw -2148792.397220 + Penalty 3259.531255 = -2145532.865966
  nChanged 50
		SP:Iteration 82Q (92855.670000 sec): 3 clusters
  Score: Raw -2148796.735573 + Penalty 3259.531255 = -2145537.204319
  nChanged 36
		SP:Iteration 83Q (92855.960000 sec): 3 clusters
  Score: Raw -2148799.992792 + Penalty 3259.531255 = -2145540.461538
  nChanged 40
		SP:Iteration 84Q (92856.240000 sec): 3 clusters
  Score: Raw -2148804.177168 + Penalty 3259.531255 = -2145544.645913
  nChanged 34
		SP:Iteration 85Q (92856.490000 sec): 3 clusters
  Score: Raw -2148806.962392 + Penalty 3259.531255 = -2145547.431137
  nChanged 26
		SP:Iteration 86Q (92856.830000 sec): 3 clusters
  Score: Raw -2148809.216085 + Penalty 3259.531255 = -2145549.684831
  nChanged 21
		SP:Iteration 87Q (92857.090000 sec): 3 clusters
  Score: Raw -2148810.643696 + Penalty 3259.531255 = -2145551.112441
  nChanged 15
		SP:Iteration 88Q (92857.330000 sec): 3 clusters
  Score: Raw -2148812.065116 + Penalty 3259.531255 = -2145552.533861
  nChanged 18
		SP:Iteration 89Q (92857.640000 sec): 3 clusters
  Score: Raw -2148813.757507 + Penalty 3259.531255 = -2145554.226252
  nChanged 16
		SP:Iteration 90Q (92857.890000 sec): 3 clusters
  Score: Raw -2148814.719420 + Penalty 3259.531255 = -2145555.188165
  nChanged 13
		SP:Iteration 91Q (92858.190000 sec): 3 clusters
  Score: Raw -2148815.628344 + Penalty 3259.531255 = -2145556.097089
  nChanged 12
		SP:Iteration 92Q (92858.430000 sec): 3 clusters
  Score: Raw -2148816.582342 + Penalty 3259.531255 = -2145557.051088
  nChanged 18
		SP:Iteration 93Q (92858.700000 sec): 3 clusters
  Score: Raw -2148817.625882 + Penalty 3259.531255 = -2145558.094627
  nChanged 8
		SP:Iteration 94Q (92858.970000 sec): 3 clusters
  Score: Raw -2148818.042666 + Penalty 3259.531255 = -2145558.511411
  nChanged 8
		SP:Iteration 95Q (92859.260000 sec): 3 clusters
  Score: Raw -2148818.342108 + Penalty 3259.531255 = -2145558.810853
  nChanged 2
		SP:Iteration 96Q (92859.540000 sec): 3 clusters
  Score: Raw -2148818.386712 + Penalty 3259.531255 = -2145558.855457
  nChanged 0
		SP:Iteration 97F (92859.780000 sec): 3 clusters
  Score: Raw -2148818.386712 + Penalty 3259.531255 = -2145558.855457
  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 9.05 GB.

 Trying to split cluster 18 (12440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92859.950000 sec): 2 clusters
  Score: Raw -1377024.719876 + Penalty 1532.159260 = -1375492.560617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92860.180000 sec): 3 clusters
  Score: Raw -1369877.023558 + Penalty 3064.318519 = -1366812.705039
  nChanged 5433
		SP:Iteration 1F (92860.410000 sec): 3 clusters
  Score: Raw -1372876.483150 + Penalty 3064.318519 = -1369812.164630
  nChanged 1016
		SP:Iteration 2F (92860.640000 sec): 3 clusters
  Score: Raw -1373862.976077 + Penalty 3064.318519 = -1370798.657558
  nChanged 1339
		SP:Iteration 3F (92860.910000 sec): 3 clusters
  Score: Raw -1375877.618217 + Penalty 3064.318519 = -1372813.299698
  nChanged 1609
		SP:Iteration 4F (92861.130000 sec): 3 clusters
  Score: Raw -1378358.554240 + Penalty 3064.318519 = -1375294.235721
  nChanged 1226
		SP:Iteration 5F (92861.350000 sec): 3 clusters
  Score: Raw -1379568.198260 + Penalty 3064.318519 = -1376503.879741
  nChanged 586
		SP:Iteration 6Q (92861.610000 sec): 3 clusters
  Score: Raw -1379843.106073 + Penalty 3064.318519 = -1376778.787554
  nChanged 250
		SP:Iteration 7Q (92861.860000 sec): 3 clusters
  Score: Raw -1379904.548953 + Penalty 3064.318519 = -1376840.230434
  nChanged 109
		SP:Iteration 8Q (92861.990000 sec): 3 clusters
  Score: Raw -1379924.023740 + Penalty 3064.318519 = -1376859.705221
  nChanged 61
		SP:Iteration 9Q (92862.240000 sec): 3 clusters
  Score: Raw -1379933.067556 + Penalty 3064.318519 = -1376868.749037
  nChanged 30
		SP:Iteration 10Q (92862.470000 sec): 3 clusters
  Score: Raw -1379935.932107 + Penalty 3064.318519 = -1376871.613588
  nChanged 15
		SP:Iteration 11Q (92862.710000 sec): 3 clusters
  Score: Raw -1379937.285627 + Penalty 3064.318519 = -1376872.967108
  nChanged 7
		SP:Iteration 12Q (92862.960000 sec): 3 clusters
  Score: Raw -1379937.844947 + Penalty 3064.318519 = -1376873.526428
  nChanged 5
		SP:Iteration 13Q (92863.180000 sec): 3 clusters
  Score: Raw -1379938.331567 + Penalty 3064.318519 = -1376874.013048
  nChanged 2
		SP:Iteration 14Q (92863.420000 sec): 3 clusters
  Score: Raw -1379938.464455 + Penalty 3064.318519 = -1376874.145936
  nChanged 2
		SP:Iteration 15Q (92863.620000 sec): 3 clusters
  Score: Raw -1379938.668411 + Penalty 3064.318519 = -1376874.349891
  nChanged 1
		SP:Iteration 16Q (92863.870000 sec): 3 clusters
  Score: Raw -1379938.878797 + Penalty 3064.318519 = -1376874.560278
  nChanged 2
		SP:Iteration 17Q (92864.100000 sec): 3 clusters
  Score: Raw -1379939.114435 + Penalty 3064.318519 = -1376874.795916
  nChanged 1
		SP:Iteration 18Q (92864.290000 sec): 3 clusters
  Score: Raw -1379939.214684 + Penalty 3064.318519 = -1376874.896165
  nChanged 0
		SP:Iteration 19F (92864.510000 sec): 3 clusters
  Score: Raw -1379939.214684 + Penalty 3064.318519 = -1376874.896165
  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 9.05 GB.

 Trying to split cluster 19 (16189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92864.730000 sec): 2 clusters
  Score: Raw -1779931.407876 + Penalty 1574.964183 = -1778356.443693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92864.970000 sec): 3 clusters
  Score: Raw -1770375.444643 + Penalty 3149.928365 = -1767225.516278
  nChanged 7231
		SP:Iteration 1F (92865.190000 sec): 3 clusters
  Score: Raw -1774659.335175 + Penalty 3149.928365 = -1771509.406810
  nChanged 1317
		SP:Iteration 2F (92865.480000 sec): 3 clusters
  Score: Raw -1775921.609579 + Penalty 3149.928365 = -1772771.681213
  nChanged 1671
		SP:Iteration 3F (92865.740000 sec): 3 clusters
  Score: Raw -1778185.445008 + Penalty 3149.928365 = -1775035.516643
  nChanged 1960
		SP:Iteration 4F (92866.000000 sec): 3 clusters
  Score: Raw -1780847.213576 + Penalty 3149.928365 = -1777697.285211
  nChanged 1557
		SP:Iteration 5F (92866.300000 sec): 3 clusters
  Score: Raw -1782392.124246 + Penalty 3149.928365 = -1779242.195880
  nChanged 925
		SP:Iteration 6F (92866.570000 sec): 3 clusters
  Score: Raw -1782996.059075 + Penalty 3149.928365 = -1779846.130709
  nChanged 533
		SP:Iteration 7Q (92866.760000 sec): 3 clusters
  Score: Raw -1783245.820095 + Penalty 3149.928365 = -1780095.891730
  nChanged 322
		SP:Iteration 8Q (92867.000000 sec): 3 clusters
  Score: Raw -1783350.901933 + Penalty 3149.928365 = -1780200.973568
  nChanged 196
		SP:Iteration 9Q (92867.270000 sec): 3 clusters
  Score: Raw -1783401.852806 + Penalty 3149.928365 = -1780251.924441
  nChanged 131
		SP:Iteration 10Q (92867.480000 sec): 3 clusters
  Score: Raw -1783432.947337 + Penalty 3149.928365 = -1780283.018971
  nChanged 83
		SP:Iteration 11Q (92867.730000 sec): 3 clusters
  Score: Raw -1783450.782657 + Penalty 3149.928365 = -1780300.854292
  nChanged 57
		SP:Iteration 12Q (92868.000000 sec): 3 clusters
  Score: Raw -1783459.992838 + Penalty 3149.928365 = -1780310.064472
  nChanged 39
		SP:Iteration 13Q (92868.250000 sec): 3 clusters
  Score: Raw -1783465.041290 + Penalty 3149.928365 = -1780315.112924
  nChanged 30
		SP:Iteration 14Q (92868.470000 sec): 3 clusters
  Score: Raw -1783469.173069 + Penalty 3149.928365 = -1780319.244704
  nChanged 24
		SP:Iteration 15Q (92868.750000 sec): 3 clusters
  Score: Raw -1783471.739069 + Penalty 3149.928365 = -1780321.810703
  nChanged 18
		SP:Iteration 16Q (92868.970000 sec): 3 clusters
  Score: Raw -1783473.427430 + Penalty 3149.928365 = -1780323.499065
  nChanged 11
		SP:Iteration 17Q (92869.240000 sec): 3 clusters
  Score: Raw -1783474.534735 + Penalty 3149.928365 = -1780324.606370
  nChanged 16
		SP:Iteration 18Q (92869.440000 sec): 3 clusters
  Score: Raw -1783475.884915 + Penalty 3149.928365 = -1780325.956549
  nChanged 16
		SP:Iteration 19Q (92869.690000 sec): 3 clusters
  Score: Raw -1783477.042226 + Penalty 3149.928365 = -1780327.113860
  nChanged 4
		SP:Iteration 20F (92869.890000 sec): 3 clusters
  Score: Raw -1783477.312172 + Penalty 3149.928365 = -1780327.383806
  nChanged 2
		SP:Iteration 21Q (92870.170000 sec): 3 clusters
  Score: Raw -1783477.444995 + Penalty 3149.928365 = -1780327.516630
  nChanged 2
		SP:Iteration 22Q (92870.400000 sec): 3 clusters
  Score: Raw -1783477.531400 + Penalty 3149.928365 = -1780327.603035
  nChanged 0
		SP:Iteration 23F (92870.650000 sec): 3 clusters
  Score: Raw -1783477.531400 + Penalty 3149.928365 = -1780327.603035
  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 9.05 GB.

 Trying to split cluster 20 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92870.820000 sec): 2 clusters
  Score: Raw -1592218.173814 + Penalty 1552.950992 = -1590665.222823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92871.060000 sec): 3 clusters
  Score: Raw -1584037.521055 + Penalty 3105.901983 = -1580931.619072
  nChanged 6172
		SP:Iteration 1F (92871.290000 sec): 3 clusters
  Score: Raw -1587385.169929 + Penalty 3105.901983 = -1584279.267946
  nChanged 751
		SP:Iteration 2F (92871.510000 sec): 3 clusters
  Score: Raw -1587678.086837 + Penalty 3105.901983 = -1584572.184854
  nChanged 679
		SP:Iteration 3Q (92871.730000 sec): 3 clusters
  Score: Raw -1587953.726719 + Penalty 3105.901983 = -1584847.824736
  nChanged 652
		SP:Iteration 4Q (92871.970000 sec): 3 clusters
  Score: Raw -1588229.332818 + Penalty 3105.901983 = -1585123.430835
  nChanged 607
		SP:Iteration 5Q (92872.200000 sec): 3 clusters
  Score: Raw -1588513.291702 + Penalty 3105.901983 = -1585407.389719
  nChanged 654
		SP:Iteration 6Q (92872.430000 sec): 3 clusters
  Score: Raw -1588866.652511 + Penalty 3105.901983 = -1585760.750528
  nChanged 733
		SP:Iteration 7F (92872.670000 sec): 3 clusters
  Score: Raw -1589323.027323 + Penalty 3105.901983 = -1586217.125339
  nChanged 734
		SP:Iteration 8F (92872.920000 sec): 3 clusters
  Score: Raw -1589868.443001 + Penalty 3105.901983 = -1586762.541018
  nChanged 735
		SP:Iteration 9F (92873.150000 sec): 3 clusters
  Score: Raw -1590509.888173 + Penalty 3105.901983 = -1587403.986190
  nChanged 636
		SP:Iteration 10Q (92873.410000 sec): 3 clusters
  Score: Raw -1591124.403820 + Penalty 3105.901983 = -1588018.501837
  nChanged 481
		SP:Iteration 11Q (92873.660000 sec): 3 clusters
  Score: Raw -1591564.686344 + Penalty 3105.901983 = -1588458.784361
  nChanged 364
		SP:Iteration 12Q (92873.850000 sec): 3 clusters
  Score: Raw -1591861.755823 + Penalty 3105.901983 = -1588755.853840
  nChanged 257
		SP:Iteration 13Q (92874.080000 sec): 3 clusters
  Score: Raw -1592032.995297 + Penalty 3105.901983 = -1588927.093314
  nChanged 175
		SP:Iteration 14Q (92874.320000 sec): 3 clusters
  Score: Raw -1592141.377679 + Penalty 3105.901983 = -1589035.475696
  nChanged 130
		SP:Iteration 15Q (92874.550000 sec): 3 clusters
  Score: Raw -1592204.464574 + Penalty 3105.901983 = -1589098.562591
  nChanged 89
		SP:Iteration 16Q (92874.760000 sec): 3 clusters
  Score: Raw -1592242.723858 + Penalty 3105.901983 = -1589136.821875
  nChanged 74
		SP:Iteration 17Q (92875.030000 sec): 3 clusters
  Score: Raw -1592275.027890 + Penalty 3105.901983 = -1589169.125907
  nChanged 71
		SP:Iteration 18Q (92875.240000 sec): 3 clusters
  Score: Raw -1592303.601835 + Penalty 3105.901983 = -1589197.699852
  nChanged 59
		SP:Iteration 19Q (92875.470000 sec): 3 clusters
  Score: Raw -1592327.155990 + Penalty 3105.901983 = -1589221.254007
  nChanged 53
		SP:Iteration 20F (92875.700000 sec): 3 clusters
  Score: Raw -1592349.583557 + Penalty 3105.901983 = -1589243.681573
  nChanged 49
		SP:Iteration 21Q (92875.920000 sec): 3 clusters
  Score: Raw -1592367.923602 + Penalty 3105.901983 = -1589262.021619
  nChanged 46
		SP:Iteration 22Q (92876.150000 sec): 3 clusters
  Score: Raw -1592386.293908 + Penalty 3105.901983 = -1589280.391925
  nChanged 42
		SP:Iteration 23Q (92876.430000 sec): 3 clusters
  Score: Raw -1592402.661446 + Penalty 3105.901983 = -1589296.759462
  nChanged 43
		SP:Iteration 24Q (92876.640000 sec): 3 clusters
  Score: Raw -1592415.942669 + Penalty 3105.901983 = -1589310.040685
  nChanged 31
		SP:Iteration 25Q (92876.830000 sec): 3 clusters
  Score: Raw -1592426.469949 + Penalty 3105.901983 = -1589320.567966
  nChanged 25
		SP:Iteration 26Q (92877.090000 sec): 3 clusters
  Score: Raw -1592435.387436 + Penalty 3105.901983 = -1589329.485453
  nChanged 23
		SP:Iteration 27Q (92877.290000 sec): 3 clusters
  Score: Raw -1592442.489236 + Penalty 3105.901983 = -1589336.587253
  nChanged 21
		SP:Iteration 28Q (92877.520000 sec): 3 clusters
  Score: Raw -1592446.636452 + Penalty 3105.901983 = -1589340.734469
  nChanged 10
		SP:Iteration 29Q (92877.760000 sec): 3 clusters
  Score: Raw -1592449.029329 + Penalty 3105.901983 = -1589343.127346
  nChanged 10
		SP:Iteration 30Q (92877.990000 sec): 3 clusters
  Score: Raw -1592452.352251 + Penalty 3105.901983 = -1589346.450267
  nChanged 11
		SP:Iteration 31Q (92878.200000 sec): 3 clusters
  Score: Raw -1592455.389319 + Penalty 3105.901983 = -1589349.487336
  nChanged 9
		SP:Iteration 32Q (92878.420000 sec): 3 clusters
  Score: Raw -1592457.431576 + Penalty 3105.901983 = -1589351.529593
  nChanged 5
		SP:Iteration 33Q (92878.700000 sec): 3 clusters
  Score: Raw -1592458.378888 + Penalty 3105.901983 = -1589352.476905
  nChanged 3
		SP:Iteration 34Q (92878.910000 sec): 3 clusters
  Score: Raw -1592459.051470 + Penalty 3105.901983 = -1589353.149487
  nChanged 6
		SP:Iteration 35Q (92879.170000 sec): 3 clusters
  Score: Raw -1592460.293421 + Penalty 3105.901983 = -1589354.391437
  nChanged 3
		SP:Iteration 36Q (92879.420000 sec): 3 clusters
  Score: Raw -1592460.872209 + Penalty 3105.901983 = -1589354.970226
  nChanged 3
		SP:Iteration 37Q (92879.650000 sec): 3 clusters
  Score: Raw -1592461.729889 + Penalty 3105.901983 = -1589355.827906
  nChanged 4
		SP:Iteration 38Q (92879.890000 sec): 3 clusters
  Score: Raw -1592462.810067 + Penalty 3105.901983 = -1589356.908084
  nChanged 2
		SP:Iteration 39Q (92880.110000 sec): 3 clusters
  Score: Raw -1592463.152152 + Penalty 3105.901983 = -1589357.250169
  nChanged 1
		SP:Iteration 40F (92880.370000 sec): 3 clusters
  Score: Raw -1592463.582118 + Penalty 3105.901983 = -1589357.680135
  nChanged 2
		SP:Iteration 41Q (92880.650000 sec): 3 clusters
  Score: Raw -1592463.897967 + Penalty 3105.901983 = -1589357.995983
  nChanged 1
		SP:Iteration 42Q (92880.860000 sec): 3 clusters
  Score: Raw -1592464.077828 + Penalty 3105.901983 = -1589358.175845
  nChanged 0
		SP:Iteration 43F (92881.090000 sec): 3 clusters
  Score: Raw -1592464.077828 + Penalty 3105.901983 = -1589358.175845
  nChanged 0
Iteration 20F (92982.630000 sec): 35 clusters
  Score: Raw -133701829.903979 + Penalty 77598.468704 = -133624231.435275
  nChanged 49033
Iteration 21Q (93051.070000 sec): 35 clusters
  Score: Raw -133721998.687411 + Penalty 77598.468704 = -133644400.218707
  nChanged 22939
Iteration 22Q (93119.520000 sec): 35 clusters
  Score: Raw -133731619.661335 + Penalty 77598.468704 = -133654021.192631
  nChanged 17125
Iteration 23Q (93184.750000 sec): 35 clusters
  Score: Raw -133738538.945516 + Penalty 77598.468704 = -133660940.476812
  nChanged 14429
Iteration 24Q (93250.000000 sec): 35 clusters
  Score: Raw -133744057.444355 + Penalty 77598.468704 = -133666458.975651
  nChanged 12937
Iteration 25Q (93317.320000 sec): 35 clusters
  Score: Raw -133749370.422565 + Penalty 77598.468704 = -133671771.953861
  nChanged 12260
Iteration 26Q (93384.620000 sec): 35 clusters
  Score: Raw -133754677.060642 + Penalty 77598.468704 = -133677078.591938
  nChanged 11858
Iteration 27Q (93453.960000 sec): 35 clusters
  Score: Raw -133759170.028938 + Penalty 77598.468704 = -133681571.560234
  nChanged 11188
Iteration 28Q (93520.200000 sec): 35 clusters
  Score: Raw -133763008.944589 + Penalty 77598.468704 = -133685410.475885
  nChanged 10317
Iteration 29Q (93582.930000 sec): 35 clusters
  Score: Raw -133766336.095362 + Penalty 77598.468704 = -133688737.626658
  nChanged 9460
Iteration 30Q (93648.720000 sec): 35 clusters
  Score: Raw -133769181.500638 + Penalty 77598.468704 = -133691583.031934
  nChanged 8520
Iteration 31Q (93713.370000 sec): 35 clusters
  Score: Raw -133771599.274423 + Penalty 77598.468704 = -133694000.805719
  nChanged 7742
Iteration 32Q (93782.640000 sec): 35 clusters
  Score: Raw -133773654.074706 + Penalty 77598.468704 = -133696055.606002
  nChanged 7061
Iteration 33Q (93848.210000 sec): 35 clusters
  Score: Raw -133775406.010467 + Penalty 77598.468704 = -133697807.541763
  nChanged 6248
Iteration 34Q (93916.410000 sec): 35 clusters
  Score: Raw -133776849.945413 + Penalty 77598.468704 = -133699251.476709
  nChanged 5651
Iteration 35Q (93982.270000 sec): 35 clusters
  Score: Raw -133777956.779449 + Penalty 77598.468704 = -133700358.310745
  nChanged 5017
Iteration 36Q (94048.530000 sec): 35 clusters
  Score: Raw -133778864.658738 + Penalty 77598.468704 = -133701266.190034
  nChanged 4488
Iteration 37Q (94117.240000 sec): 35 clusters
  Score: Raw -133779642.623806 + Penalty 77598.468704 = -133702044.155101
  nChanged 3917
Iteration 38Q (94184.050000 sec): 35 clusters
  Score: Raw -133780320.755406 + Penalty 77598.468704 = -133702722.286702
  nChanged 3511
Iteration 39Q (94251.660000 sec): 35 clusters
  Score: Raw -133780900.473558 + Penalty 77598.468704 = -133703302.004854
  nChanged 3266
Iteration 40F (94351.000000 sec): 35 clusters
  Score: Raw -133783723.118090 + Penalty 77598.468704 = -133706124.649386
  nChanged 4721
Iteration 41Q (94421.330000 sec): 35 clusters
  Score: Raw -133785448.250430 + Penalty 77598.468704 = -133707849.781726
  nChanged 4991
Iteration 42Q (94489.200000 sec): 35 clusters
  Score: Raw -133786617.959315 + Penalty 77598.468704 = -133709019.490611
  nChanged 4738
Iteration 43Q (94557.470000 sec): 35 clusters
  Score: Raw -133787533.951373 + Penalty 77598.468704 = -133709935.482669
  nChanged 4391
Iteration 44Q (94624.580000 sec): 35 clusters
  Score: Raw -133788285.457952 + Penalty 77598.468704 = -133710686.989248
  nChanged 4151
Iteration 45Q (94692.890000 sec): 35 clusters
  Score: Raw -133788974.023468 + Penalty 77598.468704 = -133711375.554764
  nChanged 4018
Iteration 46Q (94759.580000 sec): 35 clusters
  Score: Raw -133789623.006570 + Penalty 77598.468704 = -133712024.537866
  nChanged 3966
Iteration 47Q (94827.180000 sec): 35 clusters
  Score: Raw -133790272.141427 + Penalty 77598.468704 = -133712673.672723
  nChanged 3947
Iteration 48Q (94895.040000 sec): 35 clusters
  Score: Raw -133790908.119087 + Penalty 77598.468704 = -133713309.650383
  nChanged 3811
Iteration 49Q (94960.480000 sec): 35 clusters
  Score: Raw -133791504.919741 + Penalty 77598.468704 = -133713906.451037
  nChanged 3561
Iteration 50Q (95027.570000 sec): 35 clusters
  Score: Raw -133792009.150019 + Penalty 77598.468704 = -133714410.681315
  nChanged 3457
Iteration 51Q (95096.230000 sec): 35 clusters
  Score: Raw -133792458.796908 + Penalty 77598.468704 = -133714860.328204
  nChanged 3153
Iteration 52Q (95166.060000 sec): 35 clusters
  Score: Raw -133792844.293971 + Penalty 77598.468704 = -133715245.825267
  nChanged 2904
Iteration 53Q (95232.530000 sec): 35 clusters
  Score: Raw -133793180.566987 + Penalty 77598.468704 = -133715582.098282
  nChanged 2736
Iteration 54Q (95300.850000 sec): 35 clusters
  Score: Raw -133793498.636207 + Penalty 77598.468704 = -133715900.167503
  nChanged 2698
Iteration 55Q (95367.220000 sec): 35 clusters
  Score: Raw -133793893.069283 + Penalty 77598.468704 = -133716294.600579
  nChanged 2734
Iteration 56Q (95430.160000 sec): 35 clusters
  Score: Raw -133794251.536817 + Penalty 77598.468704 = -133716653.068113
  nChanged 2660
Iteration 57Q (95492.910000 sec): 35 clusters
  Score: Raw -133794588.044648 + Penalty 77598.468704 = -133716989.575944
  nChanged 2553
Iteration 58Q (95562.370000 sec): 35 clusters
  Score: Raw -133794859.432243 + Penalty 77598.468704 = -133717260.963539
  nChanged 2430
Writing temp clu file 
Because OldScore, -133716989.575944, is greater than current (better) Score,-133717260.963539 
 Compute initial score before splitting:   Score: Raw -133794859.432243 + Penalty 77598.468704 = -133717260.963539
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (7084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95562.810000 sec): 2 clusters
  Score: Raw -741996.051411 + Penalty 1440.659025 = -740555.392386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95562.950000 sec): 3 clusters
  Score: Raw -738144.339773 + Penalty 2881.318050 = -735263.021723
  nChanged 2971
		SP:Iteration 1F (95563.130000 sec): 3 clusters
  Score: Raw -739775.125278 + Penalty 2881.318050 = -736893.807229
  nChanged 487
		SP:Iteration 2F (95563.320000 sec): 3 clusters
  Score: Raw -740032.443247 + Penalty 2881.318050 = -737151.125197
  nChanged 392
		SP:Iteration 3F (95563.570000 sec): 3 clusters
  Score: Raw -740223.146745 + Penalty 2881.318050 = -737341.828695
  nChanged 321
		SP:Iteration 4Q (95563.750000 sec): 3 clusters
  Score: Raw -740369.645439 + Penalty 2881.318050 = -737488.327389
  nChanged 244
		SP:Iteration 5Q (95563.980000 sec): 3 clusters
  Score: Raw -740465.403341 + Penalty 2881.318050 = -737584.085291
  nChanged 248
		SP:Iteration 6Q (95564.200000 sec): 3 clusters
  Score: Raw -740568.722062 + Penalty 2881.318050 = -737687.404012
  nChanged 221
		SP:Iteration 7Q (95564.410000 sec): 3 clusters
  Score: Raw -740667.410816 + Penalty 2881.318050 = -737786.092766
  nChanged 224
		SP:Iteration 8Q (95564.600000 sec): 3 clusters
  Score: Raw -740771.839824 + Penalty 2881.318050 = -737890.521775
  nChanged 227
		SP:Iteration 9Q (95564.790000 sec): 3 clusters
  Score: Raw -740881.441261 + Penalty 2881.318050 = -738000.123211
  nChanged 222
		SP:Iteration 10Q (95564.990000 sec): 3 clusters
  Score: Raw -740986.870198 + Penalty 2881.318050 = -738105.552148
  nChanged 201
		SP:Iteration 11Q (95565.150000 sec): 3 clusters
  Score: Raw -741072.010330 + Penalty 2881.318050 = -738190.692280
  nChanged 187
		SP:Iteration 12Q (95565.340000 sec): 3 clusters
  Score: Raw -741157.971228 + Penalty 2881.318050 = -738276.653179
  nChanged 169
		SP:Iteration 13Q (95565.500000 sec): 3 clusters
  Score: Raw -741242.316797 + Penalty 2881.318050 = -738360.998747
  nChanged 183
		SP:Iteration 14Q (95565.740000 sec): 3 clusters
  Score: Raw -741336.777168 + Penalty 2881.318050 = -738455.459118
  nChanged 164
		SP:Iteration 15Q (95565.900000 sec): 3 clusters
  Score: Raw -741426.861789 + Penalty 2881.318050 = -738545.543740
  nChanged 181
		SP:Iteration 16Q (95566.070000 sec): 3 clusters
  Score: Raw -741530.236305 + Penalty 2881.318050 = -738648.918255
  nChanged 178
		SP:Iteration 17Q (95566.310000 sec): 3 clusters
  Score: Raw -741640.829541 + Penalty 2881.318050 = -738759.511491
  nChanged 191
		SP:Iteration 18Q (95566.490000 sec): 3 clusters
  Score: Raw -741751.428296 + Penalty 2881.318050 = -738870.110246
  nChanged 172
		SP:Iteration 19Q (95566.730000 sec): 3 clusters
  Score: Raw -741849.555855 + Penalty 2881.318050 = -738968.237805
  nChanged 170
		SP:Iteration 20F (95566.940000 sec): 3 clusters
  Score: Raw -741968.054411 + Penalty 2881.318050 = -739086.736362
  nChanged 162
		SP:Iteration 21Q (95567.130000 sec): 3 clusters
  Score: Raw -742089.667028 + Penalty 2881.318050 = -739208.348978
  nChanged 191
		SP:Iteration 22Q (95567.300000 sec): 3 clusters
  Score: Raw -742232.197520 + Penalty 2881.318050 = -739350.879471
  nChanged 157
		SP:Iteration 23Q (95567.500000 sec): 3 clusters
  Score: Raw -742340.485703 + Penalty 2881.318050 = -739459.167653
  nChanged 140
		SP:Iteration 24Q (95567.680000 sec): 3 clusters
  Score: Raw -742439.088725 + Penalty 2881.318050 = -739557.770675
  nChanged 132
		SP:Iteration 25Q (95567.910000 sec): 3 clusters
  Score: Raw -742516.684923 + Penalty 2881.318050 = -739635.366873
  nChanged 95
		SP:Iteration 26Q (95568.100000 sec): 3 clusters
  Score: Raw -742567.199231 + Penalty 2881.318050 = -739685.881181
  nChanged 79
		SP:Iteration 27Q (95568.280000 sec): 3 clusters
  Score: Raw -742612.344820 + Penalty 2881.318050 = -739731.026770
  nChanged 69
		SP:Iteration 28Q (95568.480000 sec): 3 clusters
  Score: Raw -742647.165129 + Penalty 2881.318050 = -739765.847080
  nChanged 56
		SP:Iteration 29Q (95568.650000 sec): 3 clusters
  Score: Raw -742682.037405 + Penalty 2881.318050 = -739800.719355
  nChanged 59
		SP:Iteration 30Q (95568.840000 sec): 3 clusters
  Score: Raw -742710.312672 + Penalty 2881.318050 = -739828.994622
  nChanged 48
		SP:Iteration 31Q (95569.040000 sec): 3 clusters
  Score: Raw -742729.723825 + Penalty 2881.318050 = -739848.405775
  nChanged 34
		SP:Iteration 32Q (95569.250000 sec): 3 clusters
  Score: Raw -742745.158493 + Penalty 2881.318050 = -739863.840443
  nChanged 31
		SP:Iteration 33Q (95569.480000 sec): 3 clusters
  Score: Raw -742754.836875 + Penalty 2881.318050 = -739873.518826
  nChanged 22
		SP:Iteration 34Q (95569.690000 sec): 3 clusters
  Score: Raw -742760.360312 + Penalty 2881.318050 = -739879.042262
  nChanged 20
		SP:Iteration 35Q (95569.830000 sec): 3 clusters
  Score: Raw -742765.293835 + Penalty 2881.318050 = -739883.975786
  nChanged 16
		SP:Iteration 36Q (95570.030000 sec): 3 clusters
  Score: Raw -742769.043784 + Penalty 2881.318050 = -739887.725735
  nChanged 11
		SP:Iteration 37Q (95570.260000 sec): 3 clusters
  Score: Raw -742770.998387 + Penalty 2881.318050 = -739889.680337
  nChanged 7
		SP:Iteration 38Q (95570.460000 sec): 3 clusters
  Score: Raw -742772.743187 + Penalty 2881.318050 = -739891.425138
  nChanged 8
		SP:Iteration 39Q (95570.670000 sec): 3 clusters
  Score: Raw -742777.076851 + Penalty 2881.318050 = -739895.758802
  nChanged 15
		SP:Iteration 40F (95570.890000 sec): 3 clusters
  Score: Raw -742781.121723 + Penalty 2881.318050 = -739899.803674
  nChanged 14
		SP:Iteration 41Q (95571.050000 sec): 3 clusters
  Score: Raw -742785.130820 + Penalty 2881.318050 = -739903.812770
  nChanged 9
		SP:Iteration 42Q (95571.250000 sec): 3 clusters
  Score: Raw -742787.154411 + Penalty 2881.318050 = -739905.836361
  nChanged 7
		SP:Iteration 43Q (95571.450000 sec): 3 clusters
  Score: Raw -742788.162757 + Penalty 2881.318050 = -739906.844707
  nChanged 3
		SP:Iteration 44Q (95571.610000 sec): 3 clusters
  Score: Raw -742788.655047 + Penalty 2881.318050 = -739907.336997
  nChanged 1
		SP:Iteration 45Q (95571.790000 sec): 3 clusters
  Score: Raw -742788.955069 + Penalty 2881.318050 = -739907.637019
  nChanged 0
		SP:Iteration 46F (95572.010000 sec): 3 clusters
  Score: Raw -742788.955069 + Penalty 2881.318050 = -739907.637019
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95572.110000 sec): 2 clusters
  Score: Raw -170586.401746 + Penalty 1202.997427 = -169383.404319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95572.300000 sec): 3 clusters
  Score: Raw -170009.531559 + Penalty 2405.994855 = -167603.536704
  nChanged 605
		SP:Iteration 1F (95572.460000 sec): 3 clusters
  Score: Raw -170513.013354 + Penalty 2405.994855 = -168107.018499
  nChanged 184
		SP:Iteration 2F (95572.640000 sec): 3 clusters
  Score: Raw -170695.215191 + Penalty 2405.994855 = -168289.220336
  nChanged 114
		SP:Iteration 3F (95572.830000 sec): 3 clusters
  Score: Raw -170816.040080 + Penalty 2405.994855 = -168410.045226
  nChanged 73
		SP:Iteration 4Q (95573.020000 sec): 3 clusters
  Score: Raw -170908.853623 + Penalty 2405.994855 = -168502.858768
  nChanged 70
		SP:Iteration 5Q (95573.240000 sec): 3 clusters
  Score: Raw -171027.501301 + Penalty 2405.994855 = -168621.506446
  nChanged 75
		SP:Iteration 6Q (95573.400000 sec): 3 clusters
  Score: Raw -171125.494694 + Penalty 2405.994855 = -168719.499840
  nChanged 54
		SP:Iteration 7Q (95573.600000 sec): 3 clusters
  Score: Raw -171184.721119 + Penalty 2405.994855 = -168778.726264
  nChanged 36
		SP:Iteration 8Q (95573.750000 sec): 3 clusters
  Score: Raw -171227.016955 + Penalty 2405.994855 = -168821.022101
  nChanged 34
		SP:Iteration 9Q (95573.900000 sec): 3 clusters
  Score: Raw -171256.583213 + Penalty 2405.994855 = -168850.588359
  nChanged 27
		SP:Iteration 10Q (95574.060000 sec): 3 clusters
  Score: Raw -171282.571572 + Penalty 2405.994855 = -168876.576717
  nChanged 29
		SP:Iteration 11Q (95574.230000 sec): 3 clusters
  Score: Raw -171309.864344 + Penalty 2405.994855 = -168903.869490
  nChanged 32
		SP:Iteration 12Q (95574.430000 sec): 3 clusters
  Score: Raw -171335.416876 + Penalty 2405.994855 = -168929.422021
  nChanged 32
		SP:Iteration 13Q (95574.590000 sec): 3 clusters
  Score: Raw -171363.119721 + Penalty 2405.994855 = -168957.124867
  nChanged 38
		SP:Iteration 14Q (95574.770000 sec): 3 clusters
  Score: Raw -171399.747916 + Penalty 2405.994855 = -168993.753062
  nChanged 29
		SP:Iteration 15Q (95574.920000 sec): 3 clusters
  Score: Raw -171429.228688 + Penalty 2405.994855 = -169023.233833
  nChanged 31
		SP:Iteration 16Q (95575.070000 sec): 3 clusters
  Score: Raw -171461.595904 + Penalty 2405.994855 = -169055.601050
  nChanged 30
		SP:Iteration 17Q (95575.270000 sec): 3 clusters
  Score: Raw -171496.182505 + Penalty 2405.994855 = -169090.187651
  nChanged 27
		SP:Iteration 18Q (95575.430000 sec): 3 clusters
  Score: Raw -171529.490788 + Penalty 2405.994855 = -169123.495933
  nChanged 28
		SP:Iteration 19Q (95575.610000 sec): 3 clusters
  Score: Raw -171556.070505 + Penalty 2405.994855 = -169150.075650
  nChanged 16
		SP:Iteration 20F (95575.770000 sec): 3 clusters
  Score: Raw -171641.863078 + Penalty 2405.994855 = -169235.868223
  nChanged 24
		SP:Iteration 21Q (95575.950000 sec): 3 clusters
  Score: Raw -171754.542960 + Penalty 2405.994855 = -169348.548105
  nChanged 29
		SP:Iteration 22Q (95576.130000 sec): 3 clusters
  Score: Raw -171783.228162 + Penalty 2405.994855 = -169377.233308
  nChanged 14
		SP:Iteration 23Q (95576.330000 sec): 3 clusters
  Score: Raw -171797.322349 + Penalty 2405.994855 = -169391.327495
  nChanged 7
		SP:Iteration 24Q (95576.480000 sec): 3 clusters
  Score: Raw -171804.468627 + Penalty 2405.994855 = -169398.473772
  nChanged 3
		SP:Iteration 25Q (95576.690000 sec): 3 clusters
  Score: Raw -171805.947039 + Penalty 2405.994855 = -169399.952184
  nChanged 1
		SP:Iteration 26Q (95576.870000 sec): 3 clusters
  Score: Raw -171806.387379 + Penalty 2405.994855 = -169400.392525
  nChanged 0
		SP:Iteration 27F (95577.070000 sec): 3 clusters
  Score: Raw -171806.387379 + Penalty 2405.994855 = -169400.392525
  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 9.05 GB.

 Trying to split cluster 3 (20238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95577.250000 sec): 2 clusters
  Score: Raw -2042931.384439 + Penalty 1611.239062 = -2041320.145377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95577.540000 sec): 3 clusters
  Score: Raw -2030777.352120 + Penalty 3222.478124 = -2027554.873996
  nChanged 9285
		SP:Iteration 1F (95577.830000 sec): 3 clusters
  Score: Raw -2038190.387872 + Penalty 3222.478124 = -2034967.909748
  nChanged 2435
		SP:Iteration 2F (95578.040000 sec): 3 clusters
  Score: Raw -2042880.569136 + Penalty 3222.478124 = -2039658.091012
  nChanged 2519
		SP:Iteration 3F (95578.310000 sec): 3 clusters
  Score: Raw -2048831.964706 + Penalty 3222.478124 = -2045609.486582
  nChanged 2198
		SP:Iteration 4F (95578.580000 sec): 3 clusters
  Score: Raw -2054218.645542 + Penalty 3222.478124 = -2050996.167418
  nChanged 1945
		SP:Iteration 5F (95578.880000 sec): 3 clusters
  Score: Raw -2061238.830814 + Penalty 3222.478124 = -2058016.352690
  nChanged 1358
		SP:Iteration 6F (95579.150000 sec): 3 clusters
  Score: Raw -2067587.984376 + Penalty 3222.478124 = -2064365.506252
  nChanged 526
		SP:Iteration 7Q (95579.420000 sec): 3 clusters
  Score: Raw -2068589.822658 + Penalty 3222.478124 = -2065367.344534
  nChanged 238
		SP:Iteration 8Q (95579.680000 sec): 3 clusters
  Score: Raw -2068938.663185 + Penalty 3222.478124 = -2065716.185061
  nChanged 162
		SP:Iteration 9Q (95579.910000 sec): 3 clusters
  Score: Raw -2069178.517432 + Penalty 3222.478124 = -2065956.039308
  nChanged 148
		SP:Iteration 10Q (95580.170000 sec): 3 clusters
  Score: Raw -2069454.803189 + Penalty 3222.478124 = -2066232.325065
  nChanged 139
		SP:Iteration 11Q (95580.410000 sec): 3 clusters
  Score: Raw -2069692.891038 + Penalty 3222.478124 = -2066470.412915
  nChanged 95
		SP:Iteration 12Q (95580.720000 sec): 3 clusters
  Score: Raw -2069791.221183 + Penalty 3222.478124 = -2066568.743060
  nChanged 41
		SP:Iteration 13Q (95580.990000 sec): 3 clusters
  Score: Raw -2069808.996756 + Penalty 3222.478124 = -2066586.518632
  nChanged 18
		SP:Iteration 14Q (95581.240000 sec): 3 clusters
  Score: Raw -2069812.335697 + Penalty 3222.478124 = -2066589.857573
  nChanged 5
		SP:Iteration 15Q (95581.460000 sec): 3 clusters
  Score: Raw -2069813.018061 + Penalty 3222.478124 = -2066590.539937
  nChanged 1
		SP:Iteration 16Q (95581.700000 sec): 3 clusters
  Score: Raw -2069813.062651 + Penalty 3222.478124 = -2066590.584527
  nChanged 0
		SP:Iteration 17F (95582.000000 sec): 3 clusters
  Score: Raw -2069813.062651 + Penalty 3222.478124 = -2066590.584527
  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 9.05 GB.

 Trying to split cluster 4 (457443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95584.550000 sec): 2 clusters
  Score: Raw -51202668.464255 + Penalty 2117.928729 = -51200550.535525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95587.300000 sec): 3 clusters
  Score: Raw -50895341.646050 + Penalty 4235.857459 = -50891105.788591
  nChanged 223782
		SP:Iteration 1F (95589.990000 sec): 3 clusters
  Score: Raw -51031063.894630 + Penalty 4235.857459 = -51026828.037171
  nChanged 13420
		SP:Iteration 2Q (95592.920000 sec): 3 clusters
  Score: Raw -51034465.409266 + Penalty 4235.857459 = -51030229.551807
  nChanged 16143
		SP:Iteration 3Q (95595.880000 sec): 3 clusters
  Score: Raw -51040073.499335 + Penalty 4235.857459 = -51035837.641876
  nChanged 20206
		SP:Iteration 4Q (95598.920000 sec): 3 clusters
  Score: Raw -51050450.738785 + Penalty 4235.857459 = -51046214.881327
  nChanged 25467
		SP:Iteration 5F (95601.660000 sec): 3 clusters
  Score: Raw -51069591.296527 + Penalty 4235.857459 = -51065355.439068
  nChanged 29480
		SP:Iteration 6F (95604.370000 sec): 3 clusters
  Score: Raw -51098321.757922 + Penalty 4235.857459 = -51094085.900463
  nChanged 29358
		SP:Iteration 7F (95607.230000 sec): 3 clusters
  Score: Raw -51125549.795895 + Penalty 4235.857459 = -51121313.938436
  nChanged 25073
		SP:Iteration 8F (95609.970000 sec): 3 clusters
  Score: Raw -51140929.164388 + Penalty 4235.857459 = -51136693.306930
  nChanged 17754
		SP:Iteration 9Q (95612.560000 sec): 3 clusters
  Score: Raw -51147868.473139 + Penalty 4235.857459 = -51143632.615680
  nChanged 11647
		SP:Iteration 10Q (95615.060000 sec): 3 clusters
  Score: Raw -51151169.100337 + Penalty 4235.857459 = -51146933.242878
  nChanged 7976
		SP:Iteration 11Q (95617.730000 sec): 3 clusters
  Score: Raw -51153208.878303 + Penalty 4235.857459 = -51148973.020844
  nChanged 6392
		SP:Iteration 12Q (95620.420000 sec): 3 clusters
  Score: Raw -51154924.226694 + Penalty 4235.857459 = -51150688.369235
  nChanged 6024
		SP:Iteration 13Q (95623.000000 sec): 3 clusters
  Score: Raw -51156752.880439 + Penalty 4235.857459 = -51152517.022980
  nChanged 6133
		SP:Iteration 14Q (95625.480000 sec): 3 clusters
  Score: Raw -51158891.927472 + Penalty 4235.857459 = -51154656.070013
  nChanged 6466
		SP:Iteration 15Q (95628.020000 sec): 3 clusters
  Score: Raw -51161500.220927 + Penalty 4235.857459 = -51157264.363469
  nChanged 6965
		SP:Iteration 16Q (95630.710000 sec): 3 clusters
  Score: Raw -51164654.836775 + Penalty 4235.857459 = -51160418.979316
  nChanged 7418
		SP:Iteration 17Q (95633.720000 sec): 3 clusters
  Score: Raw -51168310.077562 + Penalty 4235.857459 = -51164074.220103
  nChanged 7708
		SP:Iteration 18Q (95636.400000 sec): 3 clusters
  Score: Raw -51172313.053941 + Penalty 4235.857459 = -51168077.196482
  nChanged 7789
		SP:Iteration 19Q (95639.040000 sec): 3 clusters
  Score: Raw -51176601.300078 + Penalty 4235.857459 = -51172365.442619
  nChanged 7881
		SP:Iteration 20F (95641.740000 sec): 3 clusters
  Score: Raw -51181076.549764 + Penalty 4235.857459 = -51176840.692305
  nChanged 7972
		SP:Iteration 21Q (95644.490000 sec): 3 clusters
  Score: Raw -51185761.868005 + Penalty 4235.857459 = -51181526.010546
  nChanged 7769
		SP:Iteration 22Q (95646.960000 sec): 3 clusters
  Score: Raw -51190377.086672 + Penalty 4235.857459 = -51186141.229213
  nChanged 7475
		SP:Iteration 23Q (95649.590000 sec): 3 clusters
  Score: Raw -51194669.621639 + Penalty 4235.857459 = -51190433.764181
  nChanged 6940
		SP:Iteration 24Q (95652.070000 sec): 3 clusters
  Score: Raw -51198387.691037 + Penalty 4235.857459 = -51194151.833578
  nChanged 6225
		SP:Iteration 25Q (95654.800000 sec): 3 clusters
  Score: Raw -51201428.319494 + Penalty 4235.857459 = -51197192.462035
  nChanged 5458
		SP:Iteration 26Q (95657.320000 sec): 3 clusters
  Score: Raw -51203899.863680 + Penalty 4235.857459 = -51199664.006221
  nChanged 4883
		SP:Iteration 27Q (95660.100000 sec): 3 clusters
  Score: Raw -51205952.714574 + Penalty 4235.857459 = -51201716.857115
  nChanged 4199
		SP:Iteration 28Q (95662.760000 sec): 3 clusters
  Score: Raw -51207460.020580 + Penalty 4235.857459 = -51203224.163121
  nChanged 3413
		SP:Iteration 29Q (95664.860000 sec): 3 clusters
  Score: Raw -51208492.742533 + Penalty 4235.857459 = -51204256.885075
  nChanged 2854
		SP:Iteration 30Q (95667.100000 sec): 3 clusters
  Score: Raw -51209187.284103 + Penalty 4235.857459 = -51204951.426644
  nChanged 2250
		SP:Iteration 31Q (95669.540000 sec): 3 clusters
  Score: Raw -51209635.572223 + Penalty 4235.857459 = -51205399.714764
  nChanged 1795
		SP:Iteration 32Q (95672.100000 sec): 3 clusters
  Score: Raw -51209927.968552 + Penalty 4235.857459 = -51205692.111093
  nChanged 1385
		SP:Iteration 33Q (95674.710000 sec): 3 clusters
  Score: Raw -51210110.657903 + Penalty 4235.857459 = -51205874.800444
  nChanged 1122
		SP:Iteration 34Q (95677.130000 sec): 3 clusters
  Score: Raw -51210232.655017 + Penalty 4235.857459 = -51205996.797558
  nChanged 861
		SP:Iteration 35Q (95679.770000 sec): 3 clusters
  Score: Raw -51210307.512016 + Penalty 4235.857459 = -51206071.654557
  nChanged 685
		SP:Iteration 36Q (95682.460000 sec): 3 clusters
  Score: Raw -51210360.564488 + Penalty 4235.857459 = -51206124.707029
  nChanged 575
		SP:Iteration 37Q (95685.180000 sec): 3 clusters
  Score: Raw -51210398.678335 + Penalty 4235.857459 = -51206162.820876
  nChanged 448
		SP:Iteration 38Q (95687.820000 sec): 3 clusters
  Score: Raw -51210420.876709 + Penalty 4235.857459 = -51206185.019250
  nChanged 331
		SP:Iteration 39Q (95690.510000 sec): 3 clusters
  Score: Raw -51210435.181406 + Penalty 4235.857459 = -51206199.323947
  nChanged 257
		SP:Iteration 40F (95693.430000 sec): 3 clusters
  Score: Raw -51210493.674720 + Penalty 4235.857459 = -51206257.817261
  nChanged 282
		SP:Iteration 41Q (95695.950000 sec): 3 clusters
  Score: Raw -51210507.289913 + Penalty 4235.857459 = -51206271.432455
  nChanged 234
		SP:Iteration 42Q (95698.330000 sec): 3 clusters
  Score: Raw -51210515.199037 + Penalty 4235.857459 = -51206279.341578
  nChanged 196
		SP:Iteration 43Q (95700.850000 sec): 3 clusters
  Score: Raw -51210521.226151 + Penalty 4235.857459 = -51206285.368692
  nChanged 156
		SP:Iteration 44Q (95703.530000 sec): 3 clusters
  Score: Raw -51210525.670373 + Penalty 4235.857459 = -51206289.812914
  nChanged 141
		SP:Iteration 45Q (95706.000000 sec): 3 clusters
  Score: Raw -51210529.910879 + Penalty 4235.857459 = -51206294.053420
  nChanged 108
		SP:Iteration 46Q (95708.470000 sec): 3 clusters
  Score: Raw -51210532.705956 + Penalty 4235.857459 = -51206296.848497
  nChanged 91
		SP:Iteration 47Q (95710.820000 sec): 3 clusters
  Score: Raw -51210534.803963 + Penalty 4235.857459 = -51206298.946504
  nChanged 78
		SP:Iteration 48Q (95713.370000 sec): 3 clusters
  Score: Raw -51210536.434026 + Penalty 4235.857459 = -51206300.576567
  nChanged 58
		SP:Iteration 49Q (95715.910000 sec): 3 clusters
  Score: Raw -51210537.553045 + Penalty 4235.857459 = -51206301.695586
  nChanged 47
		SP:Iteration 50Q (95718.640000 sec): 3 clusters
  Score: Raw -51210538.473091 + Penalty 4235.857459 = -51206302.615632
  nChanged 51
		SP:Iteration 51Q (95721.230000 sec): 3 clusters
  Score: Raw -51210539.727663 + Penalty 4235.857459 = -51206303.870204
  nChanged 49
		SP:Iteration 52Q (95723.730000 sec): 3 clusters
  Score: Raw -51210540.736399 + Penalty 4235.857459 = -51206304.878940
  nChanged 64
		SP:Iteration 53Q (95726.160000 sec): 3 clusters
  Score: Raw -51210542.213371 + Penalty 4235.857459 = -51206306.355912
  nChanged 60
		SP:Iteration 54Q (95728.920000 sec): 3 clusters
  Score: Raw -51210543.439435 + Penalty 4235.857459 = -51206307.581976
  nChanged 59
		SP:Iteration 55Q (95731.420000 sec): 3 clusters
  Score: Raw -51210544.491434 + Penalty 4235.857459 = -51206308.633975
  nChanged 49
		SP:Iteration 56Q (95734.080000 sec): 3 clusters
  Score: Raw -51210545.586301 + Penalty 4235.857459 = -51206309.728842
  nChanged 50
		SP:Iteration 57Q (95736.530000 sec): 3 clusters
  Score: Raw -51210546.444654 + Penalty 4235.857459 = -51206310.587195
  nChanged 40
		SP:Iteration 58Q (95738.980000 sec): 3 clusters
  Score: Raw -51210547.085575 + Penalty 4235.857459 = -51206311.228116
  nChanged 38
		SP:Iteration 59Q (95741.630000 sec): 3 clusters
  Score: Raw -51210547.779752 + Penalty 4235.857459 = -51206311.922293
  nChanged 41
		SP:Iteration 60F (95744.360000 sec): 3 clusters
  Score: Raw -51210548.565350 + Penalty 4235.857459 = -51206312.707891
  nChanged 37
		SP:Iteration 61Q (95746.750000 sec): 3 clusters
  Score: Raw -51210549.171258 + Penalty 4235.857459 = -51206313.313799
  nChanged 31
		SP:Iteration 62Q (95749.250000 sec): 3 clusters
  Score: Raw -51210549.724891 + Penalty 4235.857459 = -51206313.867432
  nChanged 42
		SP:Iteration 63Q (95751.630000 sec): 3 clusters
  Score: Raw -51210550.345449 + Penalty 4235.857459 = -51206314.487990
  nChanged 32
		SP:Iteration 64Q (95754.050000 sec): 3 clusters
  Score: Raw -51210550.889603 + Penalty 4235.857459 = -51206315.032144
  nChanged 37
		SP:Iteration 65Q (95756.790000 sec): 3 clusters
  Score: Raw -51210551.503967 + Penalty 4235.857459 = -51206315.646508
  nChanged 29
		SP:Iteration 66Q (95759.530000 sec): 3 clusters
  Score: Raw -51210551.965722 + Penalty 4235.857459 = -51206316.108263
  nChanged 25
		SP:Iteration 67Q (95761.870000 sec): 3 clusters
  Score: Raw -51210552.377315 + Penalty 4235.857459 = -51206316.519856
  nChanged 16
		SP:Iteration 68Q (95764.330000 sec): 3 clusters
  Score: Raw -51210552.611388 + Penalty 4235.857459 = -51206316.753930
  nChanged 16
		SP:Iteration 69Q (95766.770000 sec): 3 clusters
  Score: Raw -51210552.842931 + Penalty 4235.857459 = -51206316.985472
  nChanged 9
		SP:Iteration 70Q (95769.450000 sec): 3 clusters
  Score: Raw -51210552.950021 + Penalty 4235.857459 = -51206317.092562
  nChanged 7
		SP:Iteration 71Q (95771.880000 sec): 3 clusters
  Score: Raw -51210553.054504 + Penalty 4235.857459 = -51206317.197045
  nChanged 6
		SP:Iteration 72Q (95774.440000 sec): 3 clusters
  Score: Raw -51210553.125023 + Penalty 4235.857459 = -51206317.267564
  nChanged 7
		SP:Iteration 73Q (95776.940000 sec): 3 clusters
  Score: Raw -51210553.224073 + Penalty 4235.857459 = -51206317.366615
  nChanged 4
		SP:Iteration 74Q (95779.440000 sec): 3 clusters
  Score: Raw -51210553.260218 + Penalty 4235.857459 = -51206317.402760
  nChanged 5
		SP:Iteration 75Q (95782.080000 sec): 3 clusters
  Score: Raw -51210553.313028 + Penalty 4235.857459 = -51206317.455569
  nChanged 5
		SP:Iteration 76Q (95784.860000 sec): 3 clusters
  Score: Raw -51210553.403675 + Penalty 4235.857459 = -51206317.546216
  nChanged 10
		SP:Iteration 77Q (95787.070000 sec): 3 clusters
  Score: Raw -51210553.531786 + Penalty 4235.857459 = -51206317.674327
  nChanged 5
		SP:Iteration 78Q (95789.460000 sec): 3 clusters
  Score: Raw -51210553.601813 + Penalty 4235.857459 = -51206317.744354
  nChanged 5
		SP:Iteration 79Q (95791.800000 sec): 3 clusters
  Score: Raw -51210553.672835 + Penalty 4235.857459 = -51206317.815376
  nChanged 8
		SP:Iteration 80F (95794.660000 sec): 3 clusters
  Score: Raw -51210553.750040 + Penalty 4235.857459 = -51206317.892581
  nChanged 4
		SP:Iteration 81Q (95797.140000 sec): 3 clusters
  Score: Raw -51210553.784893 + Penalty 4235.857459 = -51206317.927434
  nChanged 2
		SP:Iteration 82Q (95799.570000 sec): 3 clusters
  Score: Raw -51210553.811976 + Penalty 4235.857459 = -51206317.954517
  nChanged 4
		SP:Iteration 83Q (95801.930000 sec): 3 clusters
  Score: Raw -51210553.865366 + Penalty 4235.857459 = -51206318.007907
  nChanged 5
		SP:Iteration 84Q (95804.500000 sec): 3 clusters
  Score: Raw -51210553.937666 + Penalty 4235.857459 = -51206318.080207
  nChanged 6
		SP:Iteration 85Q (95806.830000 sec): 3 clusters
  Score: Raw -51210554.040842 + Penalty 4235.857459 = -51206318.183383
  nChanged 8
		SP:Iteration 86Q (95809.550000 sec): 3 clusters
  Score: Raw -51210554.154367 + Penalty 4235.857459 = -51206318.296908
  nChanged 11
		SP:Iteration 87Q (95812.140000 sec): 3 clusters
  Score: Raw -51210554.357355 + Penalty 4235.857459 = -51206318.499896
  nChanged 13
		SP:Iteration 88Q (95814.610000 sec): 3 clusters
  Score: Raw -51210554.604250 + Penalty 4235.857459 = -51206318.746791
  nChanged 15
		SP:Iteration 89Q (95816.930000 sec): 3 clusters
  Score: Raw -51210554.801752 + Penalty 4235.857459 = -51206318.944293
  nChanged 17
		SP:Iteration 90Q (95819.380000 sec): 3 clusters
  Score: Raw -51210555.082860 + Penalty 4235.857459 = -51206319.225401
  nChanged 15
		SP:Iteration 91Q (95821.790000 sec): 3 clusters
  Score: Raw -51210555.320351 + Penalty 4235.857459 = -51206319.462892
  nChanged 12
		SP:Iteration 92Q (95824.410000 sec): 3 clusters
  Score: Raw -51210555.469980 + Penalty 4235.857459 = -51206319.612521
  nChanged 12
		SP:Iteration 93Q (95826.920000 sec): 3 clusters
  Score: Raw -51210555.583233 + Penalty 4235.857459 = -51206319.725774
  nChanged 6
		SP:Iteration 94Q (95829.600000 sec): 3 clusters
  Score: Raw -51210555.655318 + Penalty 4235.857459 = -51206319.797859
  nChanged 6
		SP:Iteration 95Q (95832.270000 sec): 3 clusters
  Score: Raw -51210555.726206 + Penalty 4235.857459 = -51206319.868747
  nChanged 7
		SP:Iteration 96Q (95834.980000 sec): 3 clusters
  Score: Raw -51210555.797292 + Penalty 4235.857459 = -51206319.939833
  nChanged 8
		SP:Iteration 97Q (95837.550000 sec): 3 clusters
  Score: Raw -51210555.892322 + Penalty 4235.857459 = -51206320.034863
  nChanged 9
		SP:Iteration 98Q (95840.040000 sec): 3 clusters
  Score: Raw -51210556.017961 + Penalty 4235.857459 = -51206320.160502
  nChanged 9
		SP:Iteration 99Q (95842.710000 sec): 3 clusters
  Score: Raw -51210556.163962 + Penalty 4235.857459 = -51206320.306503
  nChanged 9
		SP:Iteration 100F (95845.200000 sec): 3 clusters
  Score: Raw -51210556.298234 + Penalty 4235.857459 = -51206320.440775
  nChanged 9
		SP:Iteration 101Q (95847.830000 sec): 3 clusters
  Score: Raw -51210556.438571 + Penalty 4235.857459 = -51206320.581113
  nChanged 8
		SP:Iteration 102Q (95850.490000 sec): 3 clusters
  Score: Raw -51210556.538329 + Penalty 4235.857459 = -51206320.680870
  nChanged 7
		SP:Iteration 103Q (95853.190000 sec): 3 clusters
  Score: Raw -51210556.624339 + Penalty 4235.857459 = -51206320.766880
  nChanged 8
		SP:Iteration 104Q (95855.870000 sec): 3 clusters
  Score: Raw -51210556.738745 + Penalty 4235.857459 = -51206320.881286
  nChanged 7
		SP:Iteration 105Q (95858.660000 sec): 3 clusters
  Score: Raw -51210556.817840 + Penalty 4235.857459 = -51206320.960381
  nChanged 3
		SP:Iteration 106Q (95861.460000 sec): 3 clusters
  Score: Raw -51210556.847883 + Penalty 4235.857459 = -51206320.990425
  nChanged 1
		SP:Iteration 107Q (95863.930000 sec): 3 clusters
  Score: Raw -51210556.858294 + Penalty 4235.857459 = -51206321.000835
  nChanged 1
		SP:Iteration 108Q (95866.490000 sec): 3 clusters
  Score: Raw -51210556.868350 + Penalty 4235.857459 = -51206321.010891
  nChanged 1
		SP:Iteration 109Q (95869.040000 sec): 3 clusters
  Score: Raw -51210556.878485 + Penalty 4235.857459 = -51206321.021026
  nChanged 2
		SP:Iteration 110Q (95871.660000 sec): 3 clusters
  Score: Raw -51210556.895589 + Penalty 4235.857459 = -51206321.038130
  nChanged 0
		SP:Iteration 111F (95874.470000 sec): 3 clusters
  Score: Raw -51210556.895589 + Penalty 4235.857459 = -51206321.038130
  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 9.05 GB.

 Trying to split cluster 5 (24716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95875.110000 sec): 2 clusters
  Score: Raw -2683606.824004 + Penalty 1643.720989 = -2681963.103015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95875.420000 sec): 3 clusters
  Score: Raw -2668482.556302 + Penalty 3287.441978 = -2665195.114324
  nChanged 11191
		SP:Iteration 1F (95875.720000 sec): 3 clusters
  Score: Raw -2674840.004542 + Penalty 3287.441978 = -2671552.562564
  nChanged 1334
		SP:Iteration 2F (95876.040000 sec): 3 clusters
  Score: Raw -2675412.506982 + Penalty 3287.441978 = -2672125.065004
  nChanged 1350
		SP:Iteration 3F (95876.350000 sec): 3 clusters
  Score: Raw -2676073.098151 + Penalty 3287.441978 = -2672785.656173
  nChanged 1389
		SP:Iteration 4F (95876.680000 sec): 3 clusters
  Score: Raw -2676853.352661 + Penalty 3287.441978 = -2673565.910683
  nChanged 1471
		SP:Iteration 5F (95877.030000 sec): 3 clusters
  Score: Raw -2677920.296934 + Penalty 3287.441978 = -2674632.854956
  nChanged 1560
		SP:Iteration 6F (95877.380000 sec): 3 clusters
  Score: Raw -2679211.059728 + Penalty 3287.441978 = -2675923.617750
  nChanged 1468
		SP:Iteration 7F (95877.740000 sec): 3 clusters
  Score: Raw -2680532.298854 + Penalty 3287.441978 = -2677244.856876
  nChanged 1245
		SP:Iteration 8F (95878.030000 sec): 3 clusters
  Score: Raw -2681700.396436 + Penalty 3287.441978 = -2678412.954458
  nChanged 1038
		SP:Iteration 9Q (95878.320000 sec): 3 clusters
  Score: Raw -2682561.389715 + Penalty 3287.441978 = -2679273.947737
  nChanged 729
		SP:Iteration 10Q (95878.650000 sec): 3 clusters
  Score: Raw -2683072.781592 + Penalty 3287.441978 = -2679785.339613
  nChanged 517
		SP:Iteration 11Q (95878.970000 sec): 3 clusters
  Score: Raw -2683368.298475 + Penalty 3287.441978 = -2680080.856497
  nChanged 349
		SP:Iteration 12Q (95879.340000 sec): 3 clusters
  Score: Raw -2683530.604989 + Penalty 3287.441978 = -2680243.163011
  nChanged 281
		SP:Iteration 13Q (95879.670000 sec): 3 clusters
  Score: Raw -2683641.517803 + Penalty 3287.441978 = -2680354.075825
  nChanged 214
		SP:Iteration 14Q (95879.970000 sec): 3 clusters
  Score: Raw -2683715.180512 + Penalty 3287.441978 = -2680427.738534
  nChanged 174
		SP:Iteration 15Q (95880.260000 sec): 3 clusters
  Score: Raw -2683766.714472 + Penalty 3287.441978 = -2680479.272494
  nChanged 146
		SP:Iteration 16Q (95880.630000 sec): 3 clusters
  Score: Raw -2683802.174189 + Penalty 3287.441978 = -2680514.732211
  nChanged 126
		SP:Iteration 17Q (95880.930000 sec): 3 clusters
  Score: Raw -2683836.961622 + Penalty 3287.441978 = -2680549.519644
  nChanged 115
		SP:Iteration 18Q (95881.320000 sec): 3 clusters
  Score: Raw -2683864.880166 + Penalty 3287.441978 = -2680577.438188
  nChanged 85
		SP:Iteration 19Q (95881.630000 sec): 3 clusters
  Score: Raw -2683881.443109 + Penalty 3287.441978 = -2680594.001131
  nChanged 76
		SP:Iteration 20F (95881.960000 sec): 3 clusters
  Score: Raw -2683894.629811 + Penalty 3287.441978 = -2680607.187833
  nChanged 57
		SP:Iteration 21Q (95882.270000 sec): 3 clusters
  Score: Raw -2683903.802409 + Penalty 3287.441978 = -2680616.360431
  nChanged 44
		SP:Iteration 22Q (95882.560000 sec): 3 clusters
  Score: Raw -2683909.819889 + Penalty 3287.441978 = -2680622.377911
  nChanged 42
		SP:Iteration 23Q (95882.860000 sec): 3 clusters
  Score: Raw -2683916.175672 + Penalty 3287.441978 = -2680628.733694
  nChanged 42
		SP:Iteration 24Q (95883.170000 sec): 3 clusters
  Score: Raw -2683921.679157 + Penalty 3287.441978 = -2680634.237179
  nChanged 32
		SP:Iteration 25Q (95883.500000 sec): 3 clusters
  Score: Raw -2683925.612794 + Penalty 3287.441978 = -2680638.170816
  nChanged 25
		SP:Iteration 26Q (95883.780000 sec): 3 clusters
  Score: Raw -2683930.095972 + Penalty 3287.441978 = -2680642.653994
  nChanged 34
		SP:Iteration 27Q (95884.030000 sec): 3 clusters
  Score: Raw -2683935.741131 + Penalty 3287.441978 = -2680648.299153
  nChanged 35
		SP:Iteration 28Q (95884.330000 sec): 3 clusters
  Score: Raw -2683941.407205 + Penalty 3287.441978 = -2680653.965227
  nChanged 37
		SP:Iteration 29Q (95884.620000 sec): 3 clusters
  Score: Raw -2683946.541695 + Penalty 3287.441978 = -2680659.099717
  nChanged 25
		SP:Iteration 30Q (95884.890000 sec): 3 clusters
  Score: Raw -2683950.427456 + Penalty 3287.441978 = -2680662.985478
  nChanged 29
		SP:Iteration 31Q (95885.200000 sec): 3 clusters
  Score: Raw -2683955.639661 + Penalty 3287.441978 = -2680668.197683
  nChanged 32
		SP:Iteration 32Q (95885.460000 sec): 3 clusters
  Score: Raw -2683960.719374 + Penalty 3287.441978 = -2680673.277396
  nChanged 41
		SP:Iteration 33Q (95885.770000 sec): 3 clusters
  Score: Raw -2683967.601123 + Penalty 3287.441978 = -2680680.159145
  nChanged 39
		SP:Iteration 34Q (95886.020000 sec): 3 clusters
  Score: Raw -2683973.908967 + Penalty 3287.441978 = -2680686.466989
  nChanged 37
		SP:Iteration 35Q (95886.290000 sec): 3 clusters
  Score: Raw -2683979.417920 + Penalty 3287.441978 = -2680691.975942
  nChanged 33
		SP:Iteration 36Q (95886.590000 sec): 3 clusters
  Score: Raw -2683983.942802 + Penalty 3287.441978 = -2680696.500824
  nChanged 36
		SP:Iteration 37Q (95886.850000 sec): 3 clusters
  Score: Raw -2683988.803844 + Penalty 3287.441978 = -2680701.361866
  nChanged 27
		SP:Iteration 38Q (95887.110000 sec): 3 clusters
  Score: Raw -2683993.251866 + Penalty 3287.441978 = -2680705.809888
  nChanged 29
		SP:Iteration 39Q (95887.430000 sec): 3 clusters
  Score: Raw -2683997.712695 + Penalty 3287.441978 = -2680710.270717
  nChanged 25
		SP:Iteration 40F (95887.720000 sec): 3 clusters
  Score: Raw -2684001.139170 + Penalty 3287.441978 = -2680713.697192
  nChanged 30
		SP:Iteration 41Q (95887.990000 sec): 3 clusters
  Score: Raw -2684006.649391 + Penalty 3287.441978 = -2680719.207413
  nChanged 31
		SP:Iteration 42Q (95888.290000 sec): 3 clusters
  Score: Raw -2684011.468466 + Penalty 3287.441978 = -2680724.026488
  nChanged 27
		SP:Iteration 43Q (95888.610000 sec): 3 clusters
  Score: Raw -2684015.568090 + Penalty 3287.441978 = -2680728.126112
  nChanged 25
		SP:Iteration 44Q (95888.930000 sec): 3 clusters
  Score: Raw -2684019.353465 + Penalty 3287.441978 = -2680731.911487
  nChanged 23
		SP:Iteration 45Q (95889.190000 sec): 3 clusters
  Score: Raw -2684022.254411 + Penalty 3287.441978 = -2680734.812433
  nChanged 25
		SP:Iteration 46Q (95889.490000 sec): 3 clusters
  Score: Raw -2684027.195896 + Penalty 3287.441978 = -2680739.753918
  nChanged 25
		SP:Iteration 47Q (95889.830000 sec): 3 clusters
  Score: Raw -2684031.899291 + Penalty 3287.441978 = -2680744.457313
  nChanged 27
		SP:Iteration 48Q (95890.130000 sec): 3 clusters
  Score: Raw -2684036.368449 + Penalty 3287.441978 = -2680748.926471
  nChanged 21
		SP:Iteration 49Q (95890.460000 sec): 3 clusters
  Score: Raw -2684039.856643 + Penalty 3287.441978 = -2680752.414665
  nChanged 21
		SP:Iteration 50Q (95890.730000 sec): 3 clusters
  Score: Raw -2684042.648891 + Penalty 3287.441978 = -2680755.206913
  nChanged 23
		SP:Iteration 51Q (95891.010000 sec): 3 clusters
  Score: Raw -2684046.299126 + Penalty 3287.441978 = -2680758.857148
  nChanged 26
		SP:Iteration 52Q (95891.280000 sec): 3 clusters
  Score: Raw -2684049.920569 + Penalty 3287.441978 = -2680762.478591
  nChanged 23
		SP:Iteration 53Q (95891.580000 sec): 3 clusters
  Score: Raw -2684053.252786 + Penalty 3287.441978 = -2680765.810808
  nChanged 18
		SP:Iteration 54Q (95891.880000 sec): 3 clusters
  Score: Raw -2684055.271181 + Penalty 3287.441978 = -2680767.829203
  nChanged 12
		SP:Iteration 55Q (95892.150000 sec): 3 clusters
  Score: Raw -2684056.861663 + Penalty 3287.441978 = -2680769.419685
  nChanged 15
		SP:Iteration 56Q (95892.420000 sec): 3 clusters
  Score: Raw -2684059.321113 + Penalty 3287.441978 = -2680771.879135
  nChanged 21
		SP:Iteration 57Q (95892.740000 sec): 3 clusters
  Score: Raw -2684062.400157 + Penalty 3287.441978 = -2680774.958179
  nChanged 23
		SP:Iteration 58Q (95893.080000 sec): 3 clusters
  Score: Raw -2684066.257844 + Penalty 3287.441978 = -2680778.815866
  nChanged 20
		SP:Iteration 59Q (95893.340000 sec): 3 clusters
  Score: Raw -2684069.154632 + Penalty 3287.441978 = -2680781.712654
  nChanged 16
		SP:Iteration 60F (95893.640000 sec): 3 clusters
  Score: Raw -2684071.173596 + Penalty 3287.441978 = -2680783.731618
  nChanged 12
		SP:Iteration 61Q (95893.940000 sec): 3 clusters
  Score: Raw -2684072.944948 + Penalty 3287.441978 = -2680785.502970
  nChanged 4
		SP:Iteration 62Q (95894.220000 sec): 3 clusters
  Score: Raw -2684073.520018 + Penalty 3287.441978 = -2680786.078040
  nChanged 4
		SP:Iteration 63Q (95894.520000 sec): 3 clusters
  Score: Raw -2684073.873280 + Penalty 3287.441978 = -2680786.431302
  nChanged 4
		SP:Iteration 64Q (95894.840000 sec): 3 clusters
  Score: Raw -2684074.446771 + Penalty 3287.441978 = -2680787.004793
  nChanged 2
		SP:Iteration 65Q (95895.110000 sec): 3 clusters
  Score: Raw -2684074.727116 + Penalty 3287.441978 = -2680787.285138
  nChanged 6
		SP:Iteration 66Q (95895.350000 sec): 3 clusters
  Score: Raw -2684075.517221 + Penalty 3287.441978 = -2680788.075243
  nChanged 10
		SP:Iteration 67Q (95895.630000 sec): 3 clusters
  Score: Raw -2684076.843079 + Penalty 3287.441978 = -2680789.401101
  nChanged 13
		SP:Iteration 68Q (95895.940000 sec): 3 clusters
  Score: Raw -2684078.712778 + Penalty 3287.441978 = -2680791.270800
  nChanged 12
		SP:Iteration 69Q (95896.200000 sec): 3 clusters
  Score: Raw -2684080.270350 + Penalty 3287.441978 = -2680792.828372
  nChanged 14
		SP:Iteration 70Q (95896.510000 sec): 3 clusters
  Score: Raw -2684081.968919 + Penalty 3287.441978 = -2680794.526941
  nChanged 10
		SP:Iteration 71Q (95896.750000 sec): 3 clusters
  Score: Raw -2684083.219684 + Penalty 3287.441978 = -2680795.777706
  nChanged 13
		SP:Iteration 72Q (95897.060000 sec): 3 clusters
  Score: Raw -2684085.074929 + Penalty 3287.441978 = -2680797.632951
  nChanged 13
		SP:Iteration 73Q (95897.300000 sec): 3 clusters
  Score: Raw -2684087.584498 + Penalty 3287.441978 = -2680800.142520
  nChanged 23
		SP:Iteration 74Q (95897.580000 sec): 3 clusters
  Score: Raw -2684092.301720 + Penalty 3287.441978 = -2680804.859742
  nChanged 18
		SP:Iteration 75Q (95897.880000 sec): 3 clusters
  Score: Raw -2684095.624623 + Penalty 3287.441978 = -2680808.182645
  nChanged 18
		SP:Iteration 76Q (95898.160000 sec): 3 clusters
  Score: Raw -2684098.581413 + Penalty 3287.441978 = -2680811.139435
  nChanged 20
		SP:Iteration 77Q (95898.440000 sec): 3 clusters
  Score: Raw -2684101.696872 + Penalty 3287.441978 = -2680814.254894
  nChanged 24
		SP:Iteration 78Q (95898.720000 sec): 3 clusters
  Score: Raw -2684105.831622 + Penalty 3287.441978 = -2680818.389644
  nChanged 22
		SP:Iteration 79Q (95899.040000 sec): 3 clusters
  Score: Raw -2684109.420429 + Penalty 3287.441978 = -2680821.978451
  nChanged 25
		SP:Iteration 80F (95899.360000 sec): 3 clusters
  Score: Raw -2684113.860330 + Penalty 3287.441978 = -2680826.418352
  nChanged 20
		SP:Iteration 81Q (95899.640000 sec): 3 clusters
  Score: Raw -2684117.077502 + Penalty 3287.441978 = -2680829.635524
  nChanged 15
		SP:Iteration 82Q (95899.920000 sec): 3 clusters
  Score: Raw -2684118.955298 + Penalty 3287.441978 = -2680831.513320
  nChanged 11
		SP:Iteration 83Q (95900.200000 sec): 3 clusters
  Score: Raw -2684120.838073 + Penalty 3287.441978 = -2680833.396095
  nChanged 12
		SP:Iteration 84Q (95900.500000 sec): 3 clusters
  Score: Raw -2684122.292263 + Penalty 3287.441978 = -2680834.850285
  nChanged 10
		SP:Iteration 85Q (95900.760000 sec): 3 clusters
  Score: Raw -2684123.718865 + Penalty 3287.441978 = -2680836.276887
  nChanged 9
		SP:Iteration 86Q (95901.090000 sec): 3 clusters
  Score: Raw -2684124.919409 + Penalty 3287.441978 = -2680837.477431
  nChanged 11
		SP:Iteration 87Q (95901.360000 sec): 3 clusters
  Score: Raw -2684126.619891 + Penalty 3287.441978 = -2680839.177913
  nChanged 9
		SP:Iteration 88Q (95901.690000 sec): 3 clusters
  Score: Raw -2684127.690381 + Penalty 3287.441978 = -2680840.248403
  nChanged 4
		SP:Iteration 89Q (95901.960000 sec): 3 clusters
  Score: Raw -2684128.285278 + Penalty 3287.441978 = -2680840.843300
  nChanged 6
		SP:Iteration 90Q (95902.290000 sec): 3 clusters
  Score: Raw -2684129.004309 + Penalty 3287.441978 = -2680841.562331
  nChanged 7
		SP:Iteration 91Q (95902.550000 sec): 3 clusters
  Score: Raw -2684130.007003 + Penalty 3287.441978 = -2680842.565025
  nChanged 6
		SP:Iteration 92Q (95902.810000 sec): 3 clusters
  Score: Raw -2684130.545657 + Penalty 3287.441978 = -2680843.103679
  nChanged 3
		SP:Iteration 93Q (95903.080000 sec): 3 clusters
  Score: Raw -2684130.880638 + Penalty 3287.441978 = -2680843.438660
  nChanged 3
		SP:Iteration 94Q (95903.360000 sec): 3 clusters
  Score: Raw -2684131.274972 + Penalty 3287.441978 = -2680843.832994
  nChanged 3
		SP:Iteration 95Q (95903.630000 sec): 3 clusters
  Score: Raw -2684131.684914 + Penalty 3287.441978 = -2680844.242936
  nChanged 3
		SP:Iteration 96Q (95903.910000 sec): 3 clusters
  Score: Raw -2684131.862217 + Penalty 3287.441978 = -2680844.420239
  nChanged 5
		SP:Iteration 97Q (95904.160000 sec): 3 clusters
  Score: Raw -2684132.578553 + Penalty 3287.441978 = -2680845.136575
  nChanged 5
		SP:Iteration 98Q (95904.480000 sec): 3 clusters
  Score: Raw -2684133.341077 + Penalty 3287.441978 = -2680845.899099
  nChanged 3
		SP:Iteration 99Q (95904.760000 sec): 3 clusters
  Score: Raw -2684133.693317 + Penalty 3287.441978 = -2680846.251339
  nChanged 3
		SP:Iteration 100F (95905.060000 sec): 3 clusters
  Score: Raw -2684134.074003 + Penalty 3287.441978 = -2680846.632025
  nChanged 4
		SP:Iteration 101Q (95905.350000 sec): 3 clusters
  Score: Raw -2684134.659001 + Penalty 3287.441978 = -2680847.217023
  nChanged 3
		SP:Iteration 102Q (95905.670000 sec): 3 clusters
  Score: Raw -2684134.870815 + Penalty 3287.441978 = -2680847.428837
  nChanged 1
		SP:Iteration 103Q (95905.980000 sec): 3 clusters
  Score: Raw -2684134.955963 + Penalty 3287.441978 = -2680847.513985
  nChanged 2
		SP:Iteration 104Q (95906.270000 sec): 3 clusters
  Score: Raw -2684135.243189 + Penalty 3287.441978 = -2680847.801211
  nChanged 4
		SP:Iteration 105Q (95906.550000 sec): 3 clusters
  Score: Raw -2684135.784349 + Penalty 3287.441978 = -2680848.342371
  nChanged 7
		SP:Iteration 106Q (95906.850000 sec): 3 clusters
  Score: Raw -2684136.621988 + Penalty 3287.441978 = -2680849.180010
  nChanged 4
		SP:Iteration 107Q (95907.160000 sec): 3 clusters
  Score: Raw -2684137.177080 + Penalty 3287.441978 = -2680849.735102
  nChanged 4
		SP:Iteration 108Q (95907.450000 sec): 3 clusters
  Score: Raw -2684137.536041 + Penalty 3287.441978 = -2680850.094063
  nChanged 0
		SP:Iteration 109F (95907.750000 sec): 3 clusters
  Score: Raw -2684137.536041 + Penalty 3287.441978 = -2680850.094063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (14877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95907.950000 sec): 2 clusters
  Score: Raw -1617954.395584 + Penalty 1561.230397 = -1616393.165186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95908.220000 sec): 3 clusters
  Score: Raw -1609158.687956 + Penalty 3122.460794 = -1606036.227162
  nChanged 6625
		SP:Iteration 1F (95908.440000 sec): 3 clusters
  Score: Raw -1612847.593834 + Penalty 3122.460794 = -1609725.133039
  nChanged 860
		SP:Iteration 2F (95908.740000 sec): 3 clusters
  Score: Raw -1613230.638841 + Penalty 3122.460794 = -1610108.178047
  nChanged 790
		SP:Iteration 3F (95908.970000 sec): 3 clusters
  Score: Raw -1613622.204874 + Penalty 3122.460794 = -1610499.744080
  nChanged 828
		SP:Iteration 4F (95909.220000 sec): 3 clusters
  Score: Raw -1614085.295102 + Penalty 3122.460794 = -1610962.834307
  nChanged 887
		SP:Iteration 5F (95909.520000 sec): 3 clusters
  Score: Raw -1614641.954965 + Penalty 3122.460794 = -1611519.494171
  nChanged 949
		SP:Iteration 6F (95909.740000 sec): 3 clusters
  Score: Raw -1615333.432813 + Penalty 3122.460794 = -1612210.972019
  nChanged 928
		SP:Iteration 7F (95910.050000 sec): 3 clusters
  Score: Raw -1616051.852525 + Penalty 3122.460794 = -1612929.391731
  nChanged 815
		SP:Iteration 8F (95910.320000 sec): 3 clusters
  Score: Raw -1616693.608731 + Penalty 3122.460794 = -1613571.147936
  nChanged 632
		SP:Iteration 9Q (95910.590000 sec): 3 clusters
  Score: Raw -1617139.289601 + Penalty 3122.460794 = -1614016.828807
  nChanged 491
		SP:Iteration 10Q (95910.870000 sec): 3 clusters
  Score: Raw -1617468.189596 + Penalty 3122.460794 = -1614345.728801
  nChanged 350
		SP:Iteration 11Q (95911.100000 sec): 3 clusters
  Score: Raw -1617706.693221 + Penalty 3122.460794 = -1614584.232427
  nChanged 285
		SP:Iteration 12Q (95911.340000 sec): 3 clusters
  Score: Raw -1617878.286897 + Penalty 3122.460794 = -1614755.826102
  nChanged 199
		SP:Iteration 13Q (95911.600000 sec): 3 clusters
  Score: Raw -1617999.552613 + Penalty 3122.460794 = -1614877.091819
  nChanged 164
		SP:Iteration 14Q (95911.830000 sec): 3 clusters
  Score: Raw -1618090.352260 + Penalty 3122.460794 = -1614967.891466
  nChanged 132
		SP:Iteration 15Q (95912.140000 sec): 3 clusters
  Score: Raw -1618158.517669 + Penalty 3122.460794 = -1615036.056875
  nChanged 110
		SP:Iteration 16Q (95912.400000 sec): 3 clusters
  Score: Raw -1618208.791911 + Penalty 3122.460794 = -1615086.331117
  nChanged 92
		SP:Iteration 17Q (95912.640000 sec): 3 clusters
  Score: Raw -1618246.627148 + Penalty 3122.460794 = -1615124.166353
  nChanged 66
		SP:Iteration 18Q (95912.840000 sec): 3 clusters
  Score: Raw -1618274.358921 + Penalty 3122.460794 = -1615151.898127
  nChanged 61
		SP:Iteration 19Q (95913.100000 sec): 3 clusters
  Score: Raw -1618299.903576 + Penalty 3122.460794 = -1615177.442781
  nChanged 52
		SP:Iteration 20F (95913.360000 sec): 3 clusters
  Score: Raw -1618320.696969 + Penalty 3122.460794 = -1615198.236174
  nChanged 37
		SP:Iteration 21Q (95913.660000 sec): 3 clusters
  Score: Raw -1618331.448293 + Penalty 3122.460794 = -1615208.987498
  nChanged 29
		SP:Iteration 22Q (95913.920000 sec): 3 clusters
  Score: Raw -1618340.182901 + Penalty 3122.460794 = -1615217.722106
  nChanged 25
		SP:Iteration 23Q (95914.170000 sec): 3 clusters
  Score: Raw -1618347.279100 + Penalty 3122.460794 = -1615224.818305
  nChanged 15
		SP:Iteration 24Q (95914.330000 sec): 3 clusters
  Score: Raw -1618351.489055 + Penalty 3122.460794 = -1615229.028261
  nChanged 12
		SP:Iteration 25Q (95914.580000 sec): 3 clusters
  Score: Raw -1618354.701340 + Penalty 3122.460794 = -1615232.240546
  nChanged 9
		SP:Iteration 26Q (95914.820000 sec): 3 clusters
  Score: Raw -1618356.575644 + Penalty 3122.460794 = -1615234.114850
  nChanged 7
		SP:Iteration 27Q (95915.050000 sec): 3 clusters
  Score: Raw -1618358.085048 + Penalty 3122.460794 = -1615235.624254
  nChanged 3
		SP:Iteration 28Q (95915.320000 sec): 3 clusters
  Score: Raw -1618358.894522 + Penalty 3122.460794 = -1615236.433728
  nChanged 4
		SP:Iteration 29Q (95915.570000 sec): 3 clusters
  Score: Raw -1618360.053539 + Penalty 3122.460794 = -1615237.592745
  nChanged 4
		SP:Iteration 30Q (95915.740000 sec): 3 clusters
  Score: Raw -1618360.617960 + Penalty 3122.460794 = -1615238.157166
  nChanged 3
		SP:Iteration 31Q (95916.010000 sec): 3 clusters
  Score: Raw -1618360.907220 + Penalty 3122.460794 = -1615238.446426
  nChanged 1
		SP:Iteration 32Q (95916.240000 sec): 3 clusters
  Score: Raw -1618361.143138 + Penalty 3122.460794 = -1615238.682343
  nChanged 1
		SP:Iteration 33Q (95916.480000 sec): 3 clusters
  Score: Raw -1618361.292642 + Penalty 3122.460794 = -1615238.831848
  nChanged 0
		SP:Iteration 34F (95916.750000 sec): 3 clusters
  Score: Raw -1618361.292642 + Penalty 3122.460794 = -1615238.831848
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (100401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95917.310000 sec): 2 clusters
  Score: Raw -11051279.029938 + Penalty 1871.500710 = -11049407.529228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95918.040000 sec): 3 clusters
  Score: Raw -10986239.968856 + Penalty 3743.001420 = -10982496.967436
  nChanged 47813
		SP:Iteration 1F (95918.810000 sec): 3 clusters
  Score: Raw -11013698.409855 + Penalty 3743.001420 = -11009955.408435
  nChanged 3100
		SP:Iteration 2Q (95919.650000 sec): 3 clusters
  Score: Raw -11014484.773193 + Penalty 3743.001420 = -11010741.771773
  nChanged 3385
		SP:Iteration 3Q (95920.480000 sec): 3 clusters
  Score: Raw -11015620.518801 + Penalty 3743.001420 = -11011877.517381
  nChanged 4142
		SP:Iteration 4Q (95921.340000 sec): 3 clusters
  Score: Raw -11017441.134359 + Penalty 3743.001420 = -11013698.132939
  nChanged 5249
		SP:Iteration 5F (95922.120000 sec): 3 clusters
  Score: Raw -11020445.121257 + Penalty 3743.001420 = -11016702.119837
  nChanged 6943
		SP:Iteration 6F (95922.820000 sec): 3 clusters
  Score: Raw -11025436.203509 + Penalty 3743.001420 = -11021693.202089
  nChanged 8351
		SP:Iteration 7F (95923.540000 sec): 3 clusters
  Score: Raw -11032398.998272 + Penalty 3743.001420 = -11028655.996852
  nChanged 8341
		SP:Iteration 8F (95924.260000 sec): 3 clusters
  Score: Raw -11040042.467969 + Penalty 3743.001420 = -11036299.466549
  nChanged 6556
		SP:Iteration 9F (95924.990000 sec): 3 clusters
  Score: Raw -11046244.981404 + Penalty 3743.001420 = -11042501.979984
  nChanged 3636
		SP:Iteration 10Q (95925.740000 sec): 3 clusters
  Score: Raw -11049587.713799 + Penalty 3743.001420 = -11045844.712379
  nChanged 1394
		SP:Iteration 11Q (95926.480000 sec): 3 clusters
  Score: Raw -11050808.660730 + Penalty 3743.001420 = -11047065.659310
  nChanged 436
		SP:Iteration 12Q (95927.160000 sec): 3 clusters
  Score: Raw -11051207.347772 + Penalty 3743.001420 = -11047464.346352
  nChanged 148
		SP:Iteration 13Q (95927.800000 sec): 3 clusters
  Score: Raw -11051370.513560 + Penalty 3743.001420 = -11047627.512140
  nChanged 54
		SP:Iteration 14Q (95928.440000 sec): 3 clusters
  Score: Raw -11051446.885704 + Penalty 3743.001420 = -11047703.884284
  nChanged 24
		SP:Iteration 15Q (95929.060000 sec): 3 clusters
  Score: Raw -11051496.607527 + Penalty 3743.001420 = -11047753.606107
  nChanged 21
		SP:Iteration 16Q (95929.670000 sec): 3 clusters
  Score: Raw -11051521.956665 + Penalty 3743.001420 = -11047778.955245
  nChanged 5
		SP:Iteration 17Q (95930.290000 sec): 3 clusters
  Score: Raw -11051530.199975 + Penalty 3743.001420 = -11047787.198555
  nChanged 3
		SP:Iteration 18Q (95930.870000 sec): 3 clusters
  Score: Raw -11051535.953947 + Penalty 3743.001420 = -11047792.952526
  nChanged 1
		SP:Iteration 19Q (95931.530000 sec): 3 clusters
  Score: Raw -11051537.844108 + Penalty 3743.001420 = -11047794.842688
  nChanged 0
		SP:Iteration 20F (95932.230000 sec): 3 clusters
  Score: Raw -11051537.844108 + Penalty 3743.001420 = -11047794.842688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (4252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95932.410000 sec): 2 clusters
  Score: Raw -421086.145881 + Penalty 1357.711020 = -419728.434861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95932.610000 sec): 3 clusters
  Score: Raw -419011.330567 + Penalty 2715.422040 = -416295.908526
  nChanged 1708
		SP:Iteration 1F (95932.820000 sec): 3 clusters
  Score: Raw -420996.996765 + Penalty 2715.422040 = -418281.574724
  nChanged 534
		SP:Iteration 2F (95932.970000 sec): 3 clusters
  Score: Raw -421945.332733 + Penalty 2715.422040 = -419229.910693
  nChanged 443
		SP:Iteration 3F (95933.160000 sec): 3 clusters
  Score: Raw -423023.782364 + Penalty 2715.422040 = -420308.360324
  nChanged 453
		SP:Iteration 4F (95933.370000 sec): 3 clusters
  Score: Raw -424895.128719 + Penalty 2715.422040 = -422179.706679
  nChanged 322
		SP:Iteration 5F (95933.530000 sec): 3 clusters
  Score: Raw -426312.430151 + Penalty 2715.422040 = -423597.008111
  nChanged 191
		SP:Iteration 6Q (95933.760000 sec): 3 clusters
  Score: Raw -427308.452067 + Penalty 2715.422040 = -424593.030027
  nChanged 142
		SP:Iteration 7Q (95933.950000 sec): 3 clusters
  Score: Raw -427770.233543 + Penalty 2715.422040 = -425054.811502
  nChanged 97
		SP:Iteration 8Q (95934.090000 sec): 3 clusters
  Score: Raw -427971.002111 + Penalty 2715.422040 = -425255.580071
  nChanged 80
		SP:Iteration 9Q (95934.270000 sec): 3 clusters
  Score: Raw -428107.386378 + Penalty 2715.422040 = -425391.964337
  nChanged 52
		SP:Iteration 10Q (95934.480000 sec): 3 clusters
  Score: Raw -428173.819973 + Penalty 2715.422040 = -425458.397933
  nChanged 39
		SP:Iteration 11Q (95934.650000 sec): 3 clusters
  Score: Raw -428215.517122 + Penalty 2715.422040 = -425500.095081
  nChanged 26
		SP:Iteration 12Q (95934.840000 sec): 3 clusters
  Score: Raw -428243.393876 + Penalty 2715.422040 = -425527.971836
  nChanged 29
		SP:Iteration 13Q (95935.090000 sec): 3 clusters
  Score: Raw -428276.614337 + Penalty 2715.422040 = -425561.192297
  nChanged 29
		SP:Iteration 14Q (95935.230000 sec): 3 clusters
  Score: Raw -428312.168241 + Penalty 2715.422040 = -425596.746200
  nChanged 27
		SP:Iteration 15Q (95935.430000 sec): 3 clusters
  Score: Raw -428339.609404 + Penalty 2715.422040 = -425624.187364
  nChanged 23
		SP:Iteration 16Q (95935.610000 sec): 3 clusters
  Score: Raw -428368.166694 + Penalty 2715.422040 = -425652.744653
  nChanged 24
		SP:Iteration 17Q (95935.790000 sec): 3 clusters
  Score: Raw -428395.861476 + Penalty 2715.422040 = -425680.439435
  nChanged 17
		SP:Iteration 18Q (95936.000000 sec): 3 clusters
  Score: Raw -428426.797908 + Penalty 2715.422040 = -425711.375868
  nChanged 17
		SP:Iteration 19Q (95936.130000 sec): 3 clusters
  Score: Raw -428446.247624 + Penalty 2715.422040 = -425730.825583
  nChanged 11
		SP:Iteration 20F (95936.310000 sec): 3 clusters
  Score: Raw -428511.464422 + Penalty 2715.422040 = -425796.042382
  nChanged 34
		SP:Iteration 21Q (95936.450000 sec): 3 clusters
  Score: Raw -428595.422890 + Penalty 2715.422040 = -425880.000850
  nChanged 45
		SP:Iteration 22Q (95936.630000 sec): 3 clusters
  Score: Raw -428738.720603 + Penalty 2715.422040 = -426023.298563
  nChanged 47
		SP:Iteration 23Q (95936.820000 sec): 3 clusters
  Score: Raw -428868.269695 + Penalty 2715.422040 = -426152.847655
  nChanged 38
		SP:Iteration 24Q (95937.010000 sec): 3 clusters
  Score: Raw -428963.108118 + Penalty 2715.422040 = -426247.686078
  nChanged 35
		SP:Iteration 25Q (95937.170000 sec): 3 clusters
  Score: Raw -429046.835955 + Penalty 2715.422040 = -426331.413915
  nChanged 39
		SP:Iteration 26Q (95937.360000 sec): 3 clusters
  Score: Raw -429155.032792 + Penalty 2715.422040 = -426439.610751
  nChanged 38
		SP:Iteration 27Q (95937.570000 sec): 3 clusters
  Score: Raw -429294.821280 + Penalty 2715.422040 = -426579.399239
  nChanged 37
		SP:Iteration 28Q (95937.760000 sec): 3 clusters
  Score: Raw -429509.857589 + Penalty 2715.422040 = -426794.435549
  nChanged 59
		SP:Iteration 29Q (95937.960000 sec): 3 clusters
  Score: Raw -429873.551965 + Penalty 2715.422040 = -427158.129925
  nChanged 66
		SP:Iteration 30Q (95938.130000 sec): 3 clusters
  Score: Raw -430708.282248 + Penalty 2715.422040 = -427992.860208
  nChanged 83
		SP:Iteration 31Q (95938.290000 sec): 3 clusters
  Score: Raw -432744.907697 + Penalty 2715.422040 = -430029.485657
  nChanged 55
		SP:Iteration 32Q (95938.500000 sec): 3 clusters
  Score: Raw -434730.712088 + Penalty 2715.422040 = -432015.290048
  nChanged 46
		SP:Iteration 33Q (95938.640000 sec): 3 clusters
  Score: Raw -436205.220278 + Penalty 2715.422040 = -433489.798237
  nChanged 6
		SP:Iteration 34Q (95938.830000 sec): 3 clusters
  Score: Raw -436412.127049 + Penalty 2715.422040 = -433696.705009
  nChanged 0
		SP:Iteration 35F (95939.000000 sec): 3 clusters
  Score: Raw -436412.127049 + Penalty 2715.422040 = -433696.705009
  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 9.05 GB.

 Trying to split cluster 9 (11095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95939.170000 sec): 2 clusters
  Score: Raw -1280195.629136 + Penalty 1513.565598 = -1278682.063538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95939.380000 sec): 3 clusters
  Score: Raw -1273846.469220 + Penalty 3027.131196 = -1270819.338024
  nChanged 4787
		SP:Iteration 1F (95939.580000 sec): 3 clusters
  Score: Raw -1276322.336721 + Penalty 3027.131196 = -1273295.205525
  nChanged 563
		SP:Iteration 2F (95939.770000 sec): 3 clusters
  Score: Raw -1276517.924395 + Penalty 3027.131196 = -1273490.793199
  nChanged 460
		SP:Iteration 3Q (95940.010000 sec): 3 clusters
  Score: Raw -1276650.339103 + Penalty 3027.131196 = -1273623.207906
  nChanged 361
		SP:Iteration 4Q (95940.210000 sec): 3 clusters
  Score: Raw -1276748.423634 + Penalty 3027.131196 = -1273721.292437
  nChanged 358
		SP:Iteration 5Q (95940.440000 sec): 3 clusters
  Score: Raw -1276854.981556 + Penalty 3027.131196 = -1273827.850359
  nChanged 356
		SP:Iteration 6Q (95940.660000 sec): 3 clusters
  Score: Raw -1276978.835841 + Penalty 3027.131196 = -1273951.704645
  nChanged 361
		SP:Iteration 7Q (95940.860000 sec): 3 clusters
  Score: Raw -1277126.149206 + Penalty 3027.131196 = -1274099.018010
  nChanged 392
		SP:Iteration 8Q (95941.080000 sec): 3 clusters
  Score: Raw -1277301.191685 + Penalty 3027.131196 = -1274274.060488
  nChanged 437
		SP:Iteration 9Q (95941.300000 sec): 3 clusters
  Score: Raw -1277542.768845 + Penalty 3027.131196 = -1274515.637649
  nChanged 532
		SP:Iteration 10Q (95941.500000 sec): 3 clusters
  Score: Raw -1277891.055878 + Penalty 3027.131196 = -1274863.924681
  nChanged 561
		SP:Iteration 11F (95941.760000 sec): 3 clusters
  Score: Raw -1278317.922188 + Penalty 3027.131196 = -1275290.790991
  nChanged 590
		SP:Iteration 12F (95941.980000 sec): 3 clusters
  Score: Raw -1278840.574470 + Penalty 3027.131196 = -1275813.443273
  nChanged 541
		SP:Iteration 13Q (95942.180000 sec): 3 clusters
  Score: Raw -1279348.182025 + Penalty 3027.131196 = -1276321.050828
  nChanged 419
		SP:Iteration 14Q (95942.420000 sec): 3 clusters
  Score: Raw -1279743.871778 + Penalty 3027.131196 = -1276716.740581
  nChanged 269
		SP:Iteration 15Q (95942.640000 sec): 3 clusters
  Score: Raw -1279981.421196 + Penalty 3027.131196 = -1276954.290000
  nChanged 181
		SP:Iteration 16Q (95942.800000 sec): 3 clusters
  Score: Raw -1280159.679518 + Penalty 3027.131196 = -1277132.548321
  nChanged 119
		SP:Iteration 17Q (95943.020000 sec): 3 clusters
  Score: Raw -1280274.890661 + Penalty 3027.131196 = -1277247.759464
  nChanged 52
		SP:Iteration 18Q (95943.220000 sec): 3 clusters
  Score: Raw -1280325.025344 + Penalty 3027.131196 = -1277297.894148
  nChanged 29
		SP:Iteration 19Q (95943.490000 sec): 3 clusters
  Score: Raw -1280349.337037 + Penalty 3027.131196 = -1277322.205841
  nChanged 22
		SP:Iteration 20F (95943.700000 sec): 3 clusters
  Score: Raw -1280368.373362 + Penalty 3027.131196 = -1277341.242166
  nChanged 11
		SP:Iteration 21Q (95943.900000 sec): 3 clusters
  Score: Raw -1280377.858075 + Penalty 3027.131196 = -1277350.726878
  nChanged 9
		SP:Iteration 22Q (95944.100000 sec): 3 clusters
  Score: Raw -1280383.223455 + Penalty 3027.131196 = -1277356.092259
  nChanged 1
		SP:Iteration 23Q (95944.330000 sec): 3 clusters
  Score: Raw -1280383.784113 + Penalty 3027.131196 = -1277356.652916
  nChanged 2
		SP:Iteration 24Q (95944.530000 sec): 3 clusters
  Score: Raw -1280385.160862 + Penalty 3027.131196 = -1277358.029665
  nChanged 1
		SP:Iteration 25Q (95944.710000 sec): 3 clusters
  Score: Raw -1280385.722306 + Penalty 3027.131196 = -1277358.591110
  nChanged 0
		SP:Iteration 26F (95944.970000 sec): 3 clusters
  Score: Raw -1280385.722306 + Penalty 3027.131196 = -1277358.591110
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (30351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95945.180000 sec): 2 clusters
  Score: Raw -3322680.890479 + Penalty 1677.095021 = -3321003.795458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95945.520000 sec): 3 clusters
  Score: Raw -3303902.342409 + Penalty 3354.190042 = -3300548.152367
  nChanged 14035
		SP:Iteration 1F (95945.790000 sec): 3 clusters
  Score: Raw -3311749.295186 + Penalty 3354.190042 = -3308395.105144
  nChanged 1423
		SP:Iteration 2Q (95946.100000 sec): 3 clusters
  Score: Raw -3312226.818074 + Penalty 3354.190042 = -3308872.628032
  nChanged 1360
		SP:Iteration 3Q (95946.400000 sec): 3 clusters
  Score: Raw -3312715.019130 + Penalty 3354.190042 = -3309360.829088
  nChanged 1419
		SP:Iteration 4Q (95946.770000 sec): 3 clusters
  Score: Raw -3313316.841228 + Penalty 3354.190042 = -3309962.651186
  nChanged 1516
		SP:Iteration 5Q (95947.080000 sec): 3 clusters
  Score: Raw -3314111.952999 + Penalty 3354.190042 = -3310757.762957
  nChanged 1662
		SP:Iteration 6F (95947.410000 sec): 3 clusters
  Score: Raw -3315113.644713 + Penalty 3354.190042 = -3311759.454671
  nChanged 1686
		SP:Iteration 7F (95947.720000 sec): 3 clusters
  Score: Raw -3316210.665099 + Penalty 3354.190042 = -3312856.475057
  nChanged 1624
		SP:Iteration 8F (95948.040000 sec): 3 clusters
  Score: Raw -3317347.738097 + Penalty 3354.190042 = -3313993.548055
  nChanged 1539
		SP:Iteration 9F (95948.390000 sec): 3 clusters
  Score: Raw -3318531.410763 + Penalty 3354.190042 = -3315177.220721
  nChanged 1319
		SP:Iteration 10Q (95948.720000 sec): 3 clusters
  Score: Raw -3319610.276554 + Penalty 3354.190042 = -3316256.086512
  nChanged 1132
		SP:Iteration 11Q (95949.060000 sec): 3 clusters
  Score: Raw -3320485.824284 + Penalty 3354.190042 = -3317131.634242
  nChanged 930
		SP:Iteration 12Q (95949.400000 sec): 3 clusters
  Score: Raw -3321015.678196 + Penalty 3354.190042 = -3317661.488154
  nChanged 674
		SP:Iteration 13Q (95949.700000 sec): 3 clusters
  Score: Raw -3321323.498667 + Penalty 3354.190042 = -3317969.308625
  nChanged 527
		SP:Iteration 14Q (95950.060000 sec): 3 clusters
  Score: Raw -3321526.916172 + Penalty 3354.190042 = -3318172.726130
  nChanged 391
		SP:Iteration 15Q (95950.390000 sec): 3 clusters
  Score: Raw -3321679.035380 + Penalty 3354.190042 = -3318324.845338
  nChanged 355
		SP:Iteration 16Q (95950.650000 sec): 3 clusters
  Score: Raw -3321806.057505 + Penalty 3354.190042 = -3318451.867463
  nChanged 296
		SP:Iteration 17Q (95950.950000 sec): 3 clusters
  Score: Raw -3321914.563182 + Penalty 3354.190042 = -3318560.373140
  nChanged 286
		SP:Iteration 18Q (95951.300000 sec): 3 clusters
  Score: Raw -3322011.307095 + Penalty 3354.190042 = -3318657.117053
  nChanged 266
		SP:Iteration 19Q (95951.610000 sec): 3 clusters
  Score: Raw -3322099.308270 + Penalty 3354.190042 = -3318745.118228
  nChanged 228
		SP:Iteration 20F (95951.960000 sec): 3 clusters
  Score: Raw -3322175.292409 + Penalty 3354.190042 = -3318821.102367
  nChanged 196
		SP:Iteration 21Q (95952.280000 sec): 3 clusters
  Score: Raw -3322235.510737 + Penalty 3354.190042 = -3318881.320695
  nChanged 197
		SP:Iteration 22Q (95952.610000 sec): 3 clusters
  Score: Raw -3322287.009006 + Penalty 3354.190042 = -3318932.818964
  nChanged 186
		SP:Iteration 23Q (95952.930000 sec): 3 clusters
  Score: Raw -3322335.245516 + Penalty 3354.190042 = -3318981.055474
  nChanged 178
		SP:Iteration 24Q (95953.300000 sec): 3 clusters
  Score: Raw -3322382.467961 + Penalty 3354.190042 = -3319028.277918
  nChanged 176
		SP:Iteration 25Q (95953.690000 sec): 3 clusters
  Score: Raw -3322435.019979 + Penalty 3354.190042 = -3319080.829936
  nChanged 203
		SP:Iteration 26Q (95954.000000 sec): 3 clusters
  Score: Raw -3322495.233939 + Penalty 3354.190042 = -3319141.043897
  nChanged 203
		SP:Iteration 27Q (95954.350000 sec): 3 clusters
  Score: Raw -3322556.370562 + Penalty 3354.190042 = -3319202.180519
  nChanged 208
		SP:Iteration 28Q (95954.710000 sec): 3 clusters
  Score: Raw -3322619.493176 + Penalty 3354.190042 = -3319265.303134
  nChanged 189
		SP:Iteration 29Q (95955.040000 sec): 3 clusters
  Score: Raw -3322676.538522 + Penalty 3354.190042 = -3319322.348480
  nChanged 192
		SP:Iteration 30Q (95955.390000 sec): 3 clusters
  Score: Raw -3322747.345177 + Penalty 3354.190042 = -3319393.155135
  nChanged 215
		SP:Iteration 31Q (95955.750000 sec): 3 clusters
  Score: Raw -3322837.188665 + Penalty 3354.190042 = -3319482.998623
  nChanged 230
		SP:Iteration 32Q (95956.050000 sec): 3 clusters
  Score: Raw -3322919.691973 + Penalty 3354.190042 = -3319565.501931
  nChanged 191
		SP:Iteration 33Q (95956.360000 sec): 3 clusters
  Score: Raw -3322988.243872 + Penalty 3354.190042 = -3319634.053830
  nChanged 192
		SP:Iteration 34Q (95956.690000 sec): 3 clusters
  Score: Raw -3323060.436005 + Penalty 3354.190042 = -3319706.245963
  nChanged 192
		SP:Iteration 35Q (95957.010000 sec): 3 clusters
  Score: Raw -3323133.576295 + Penalty 3354.190042 = -3319779.386253
  nChanged 170
		SP:Iteration 36Q (95957.360000 sec): 3 clusters
  Score: Raw -3323192.141428 + Penalty 3354.190042 = -3319837.951386
  nChanged 171
		SP:Iteration 37Q (95957.690000 sec): 3 clusters
  Score: Raw -3323253.626360 + Penalty 3354.190042 = -3319899.436318
  nChanged 162
		SP:Iteration 38Q (95958.090000 sec): 3 clusters
  Score: Raw -3323305.630996 + Penalty 3354.190042 = -3319951.440954
  nChanged 165
		SP:Iteration 39Q (95958.430000 sec): 3 clusters
  Score: Raw -3323362.720147 + Penalty 3354.190042 = -3320008.530105
  nChanged 138
		SP:Iteration 40F (95958.750000 sec): 3 clusters
  Score: Raw -3323412.940810 + Penalty 3354.190042 = -3320058.750768
  nChanged 159
		SP:Iteration 41Q (95959.060000 sec): 3 clusters
  Score: Raw -3323474.596530 + Penalty 3354.190042 = -3320120.406488
  nChanged 164
		SP:Iteration 42Q (95959.360000 sec): 3 clusters
  Score: Raw -3323541.254710 + Penalty 3354.190042 = -3320187.064668
  nChanged 163
		SP:Iteration 43Q (95959.690000 sec): 3 clusters
  Score: Raw -3323602.035129 + Penalty 3354.190042 = -3320247.845087
  nChanged 143
		SP:Iteration 44Q (95959.980000 sec): 3 clusters
  Score: Raw -3323649.037922 + Penalty 3354.190042 = -3320294.847880
  nChanged 123
		SP:Iteration 45Q (95960.320000 sec): 3 clusters
  Score: Raw -3323688.018880 + Penalty 3354.190042 = -3320333.828838
  nChanged 97
		SP:Iteration 46Q (95960.630000 sec): 3 clusters
  Score: Raw -3323712.270779 + Penalty 3354.190042 = -3320358.080737
  nChanged 89
		SP:Iteration 47Q (95960.940000 sec): 3 clusters
  Score: Raw -3323735.790384 + Penalty 3354.190042 = -3320381.600342
  nChanged 75
		SP:Iteration 48Q (95961.270000 sec): 3 clusters
  Score: Raw -3323755.597338 + Penalty 3354.190042 = -3320401.407296
  nChanged 70
		SP:Iteration 49Q (95961.590000 sec): 3 clusters
  Score: Raw -3323772.915541 + Penalty 3354.190042 = -3320418.725498
  nChanged 56
		SP:Iteration 50Q (95961.880000 sec): 3 clusters
  Score: Raw -3323788.916112 + Penalty 3354.190042 = -3320434.726069
  nChanged 58
		SP:Iteration 51Q (95962.170000 sec): 3 clusters
  Score: Raw -3323800.853441 + Penalty 3354.190042 = -3320446.663399
  nChanged 49
		SP:Iteration 52Q (95962.500000 sec): 3 clusters
  Score: Raw -3323809.261393 + Penalty 3354.190042 = -3320455.071351
  nChanged 40
		SP:Iteration 53Q (95962.800000 sec): 3 clusters
  Score: Raw -3323815.833372 + Penalty 3354.190042 = -3320461.643330
  nChanged 33
		SP:Iteration 54Q (95963.080000 sec): 3 clusters
  Score: Raw -3323822.063123 + Penalty 3354.190042 = -3320467.873081
  nChanged 36
		SP:Iteration 55Q (95963.410000 sec): 3 clusters
  Score: Raw -3323828.289899 + Penalty 3354.190042 = -3320474.099857
  nChanged 26
		SP:Iteration 56Q (95963.720000 sec): 3 clusters
  Score: Raw -3323832.724965 + Penalty 3354.190042 = -3320478.534922
  nChanged 33
		SP:Iteration 57Q (95964.050000 sec): 3 clusters
  Score: Raw -3323838.635131 + Penalty 3354.190042 = -3320484.445089
  nChanged 27
		SP:Iteration 58Q (95964.330000 sec): 3 clusters
  Score: Raw -3323843.361604 + Penalty 3354.190042 = -3320489.171562
  nChanged 19
		SP:Iteration 59Q (95964.720000 sec): 3 clusters
  Score: Raw -3323846.805123 + Penalty 3354.190042 = -3320492.615081
  nChanged 19
		SP:Iteration 60F (95965.090000 sec): 3 clusters
  Score: Raw -3323849.967658 + Penalty 3354.190042 = -3320495.777616
  nChanged 20
		SP:Iteration 61Q (95965.430000 sec): 3 clusters
  Score: Raw -3323852.827901 + Penalty 3354.190042 = -3320498.637859
  nChanged 11
		SP:Iteration 62Q (95965.750000 sec): 3 clusters
  Score: Raw -3323854.192907 + Penalty 3354.190042 = -3320500.002865
  nChanged 7
		SP:Iteration 63Q (95966.060000 sec): 3 clusters
  Score: Raw -3323855.031539 + Penalty 3354.190042 = -3320500.841497
  nChanged 6
		SP:Iteration 64Q (95966.450000 sec): 3 clusters
  Score: Raw -3323855.845992 + Penalty 3354.190042 = -3320501.655949
  nChanged 5
		SP:Iteration 65Q (95966.790000 sec): 3 clusters
  Score: Raw -3323856.287869 + Penalty 3354.190042 = -3320502.097827
  nChanged 0
		SP:Iteration 66F (95967.120000 sec): 3 clusters
  Score: Raw -3323856.287869 + Penalty 3354.190042 = -3320502.097827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95967.250000 sec): 2 clusters
  Score: Raw -876084.711022 + Penalty 1459.727387 = -874624.983636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95967.500000 sec): 3 clusters
  Score: Raw -871702.427684 + Penalty 2919.454773 = -868782.972910
  nChanged 3367
		SP:Iteration 1F (95967.700000 sec): 3 clusters
  Score: Raw -873542.535090 + Penalty 2919.454773 = -870623.080317
  nChanged 575
		SP:Iteration 2F (95967.920000 sec): 3 clusters
  Score: Raw -873854.618827 + Penalty 2919.454773 = -870935.164054
  nChanged 527
		SP:Iteration 3F (95968.120000 sec): 3 clusters
  Score: Raw -874194.580795 + Penalty 2919.454773 = -871275.126022
  nChanged 473
		SP:Iteration 4F (95968.320000 sec): 3 clusters
  Score: Raw -874523.785123 + Penalty 2919.454773 = -871604.330350
  nChanged 541
		SP:Iteration 5F (95968.470000 sec): 3 clusters
  Score: Raw -874974.903794 + Penalty 2919.454773 = -872055.449021
  nChanged 552
		SP:Iteration 6F (95968.650000 sec): 3 clusters
  Score: Raw -875439.872368 + Penalty 2919.454773 = -872520.417595
  nChanged 487
		SP:Iteration 7F (95968.900000 sec): 3 clusters
  Score: Raw -875837.684984 + Penalty 2919.454773 = -872918.230211
  nChanged 409
		SP:Iteration 8F (95969.070000 sec): 3 clusters
  Score: Raw -876108.159968 + Penalty 2919.454773 = -873188.705195
  nChanged 328
		SP:Iteration 9Q (95969.280000 sec): 3 clusters
  Score: Raw -876275.539917 + Penalty 2919.454773 = -873356.085143
  nChanged 231
		SP:Iteration 10Q (95969.480000 sec): 3 clusters
  Score: Raw -876369.589581 + Penalty 2919.454773 = -873450.134808
  nChanged 175
		SP:Iteration 11Q (95969.700000 sec): 3 clusters
  Score: Raw -876434.027143 + Penalty 2919.454773 = -873514.572370
  nChanged 136
		SP:Iteration 12Q (95969.890000 sec): 3 clusters
  Score: Raw -876477.371312 + Penalty 2919.454773 = -873557.916539
  nChanged 98
		SP:Iteration 13Q (95970.120000 sec): 3 clusters
  Score: Raw -876505.726475 + Penalty 2919.454773 = -873586.271702
  nChanged 88
		SP:Iteration 14Q (95970.310000 sec): 3 clusters
  Score: Raw -876528.285949 + Penalty 2919.454773 = -873608.831176
  nChanged 68
		SP:Iteration 15Q (95970.540000 sec): 3 clusters
  Score: Raw -876544.115525 + Penalty 2919.454773 = -873624.660752
  nChanged 61
		SP:Iteration 16Q (95970.730000 sec): 3 clusters
  Score: Raw -876556.415411 + Penalty 2919.454773 = -873636.960638
  nChanged 44
		SP:Iteration 17Q (95970.940000 sec): 3 clusters
  Score: Raw -876565.214364 + Penalty 2919.454773 = -873645.759591
  nChanged 35
		SP:Iteration 18Q (95971.160000 sec): 3 clusters
  Score: Raw -876573.465584 + Penalty 2919.454773 = -873654.010811
  nChanged 36
		SP:Iteration 19Q (95971.390000 sec): 3 clusters
  Score: Raw -876580.118770 + Penalty 2919.454773 = -873660.663997
  nChanged 27
		SP:Iteration 20F (95971.560000 sec): 3 clusters
  Score: Raw -876584.563601 + Penalty 2919.454773 = -873665.108828
  nChanged 17
		SP:Iteration 21Q (95971.810000 sec): 3 clusters
  Score: Raw -876587.027629 + Penalty 2919.454773 = -873667.572856
  nChanged 19
		SP:Iteration 22Q (95972.010000 sec): 3 clusters
  Score: Raw -876590.829418 + Penalty 2919.454773 = -873671.374645
  nChanged 27
		SP:Iteration 23Q (95972.190000 sec): 3 clusters
  Score: Raw -876595.870630 + Penalty 2919.454773 = -873676.415857
  nChanged 30
		SP:Iteration 24Q (95972.420000 sec): 3 clusters
  Score: Raw -876601.113284 + Penalty 2919.454773 = -873681.658511
  nChanged 24
		SP:Iteration 25Q (95972.650000 sec): 3 clusters
  Score: Raw -876606.451519 + Penalty 2919.454773 = -873686.996746
  nChanged 26
		SP:Iteration 26Q (95972.870000 sec): 3 clusters
  Score: Raw -876611.066784 + Penalty 2919.454773 = -873691.612011
  nChanged 21
		SP:Iteration 27Q (95973.070000 sec): 3 clusters
  Score: Raw -876614.287485 + Penalty 2919.454773 = -873694.832712
  nChanged 21
		SP:Iteration 28Q (95973.310000 sec): 3 clusters
  Score: Raw -876618.016209 + Penalty 2919.454773 = -873698.561436
  nChanged 22
		SP:Iteration 29Q (95973.480000 sec): 3 clusters
  Score: Raw -876620.603703 + Penalty 2919.454773 = -873701.148929
  nChanged 15
		SP:Iteration 30Q (95973.680000 sec): 3 clusters
  Score: Raw -876622.660645 + Penalty 2919.454773 = -873703.205871
  nChanged 14
		SP:Iteration 31Q (95973.870000 sec): 3 clusters
  Score: Raw -876624.475772 + Penalty 2919.454773 = -873705.020999
  nChanged 13
		SP:Iteration 32Q (95974.050000 sec): 3 clusters
  Score: Raw -876626.273322 + Penalty 2919.454773 = -873706.818548
  nChanged 13
		SP:Iteration 33Q (95974.230000 sec): 3 clusters
  Score: Raw -876628.521703 + Penalty 2919.454773 = -873709.066929
  nChanged 14
		SP:Iteration 34Q (95974.410000 sec): 3 clusters
  Score: Raw -876630.672474 + Penalty 2919.454773 = -873711.217701
  nChanged 16
		SP:Iteration 35Q (95974.600000 sec): 3 clusters
  Score: Raw -876633.052975 + Penalty 2919.454773 = -873713.598201
  nChanged 14
		SP:Iteration 36Q (95974.800000 sec): 3 clusters
  Score: Raw -876634.462279 + Penalty 2919.454773 = -873715.007506
  nChanged 9
		SP:Iteration 37Q (95975.030000 sec): 3 clusters
  Score: Raw -876635.596508 + Penalty 2919.454773 = -873716.141735
  nChanged 6
		SP:Iteration 38Q (95975.240000 sec): 3 clusters
  Score: Raw -876636.571433 + Penalty 2919.454773 = -873717.116660
  nChanged 6
		SP:Iteration 39Q (95975.460000 sec): 3 clusters
  Score: Raw -876637.301011 + Penalty 2919.454773 = -873717.846238
  nChanged 1
		SP:Iteration 40F (95975.640000 sec): 3 clusters
  Score: Raw -876637.385179 + Penalty 2919.454773 = -873717.930406
  nChanged 1
		SP:Iteration 41Q (95975.820000 sec): 3 clusters
  Score: Raw -876637.618222 + Penalty 2919.454773 = -873718.163449
  nChanged 1
		SP:Iteration 42Q (95976.080000 sec): 3 clusters
  Score: Raw -876637.844446 + Penalty 2919.454773 = -873718.389673
  nChanged 2
		SP:Iteration 43Q (95976.240000 sec): 3 clusters
  Score: Raw -876638.028591 + Penalty 2919.454773 = -873718.573818
  nChanged 0
		SP:Iteration 44F (95976.460000 sec): 3 clusters
  Score: Raw -876638.028591 + Penalty 2919.454773 = -873718.573818
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (8737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95976.540000 sec): 2 clusters
  Score: Raw -945382.248250 + Penalty 1474.739851 = -943907.508399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95976.750000 sec): 3 clusters
  Score: Raw -940559.409474 + Penalty 2949.479702 = -937609.929772
  nChanged 3722
		SP:Iteration 1F (95976.930000 sec): 3 clusters
  Score: Raw -942633.319687 + Penalty 2949.479702 = -939683.839985
  nChanged 622
		SP:Iteration 2F (95977.140000 sec): 3 clusters
  Score: Raw -942982.043545 + Penalty 2949.479702 = -940032.563843
  nChanged 550
		SP:Iteration 3F (95977.350000 sec): 3 clusters
  Score: Raw -943336.606357 + Penalty 2949.479702 = -940387.126655
  nChanged 495
		SP:Iteration 4F (95977.600000 sec): 3 clusters
  Score: Raw -943660.737566 + Penalty 2949.479702 = -940711.257864
  nChanged 470
		SP:Iteration 5F (95977.790000 sec): 3 clusters
  Score: Raw -943946.013535 + Penalty 2949.479702 = -940996.533833
  nChanged 405
		SP:Iteration 6Q (95977.910000 sec): 3 clusters
  Score: Raw -944219.894855 + Penalty 2949.479702 = -941270.415153
  nChanged 403
		SP:Iteration 7Q (95978.120000 sec): 3 clusters
  Score: Raw -944494.276799 + Penalty 2949.479702 = -941544.797097
  nChanged 360
		SP:Iteration 8Q (95978.320000 sec): 3 clusters
  Score: Raw -944738.370992 + Penalty 2949.479702 = -941788.891290
  nChanged 315
		SP:Iteration 9Q (95978.530000 sec): 3 clusters
  Score: Raw -944913.205424 + Penalty 2949.479702 = -941963.725722
  nChanged 220
		SP:Iteration 10Q (95978.710000 sec): 3 clusters
  Score: Raw -945016.778400 + Penalty 2949.479702 = -942067.298698
  nChanged 181
		SP:Iteration 11Q (95978.880000 sec): 3 clusters
  Score: Raw -945091.661205 + Penalty 2949.479702 = -942142.181503
  nChanged 134
		SP:Iteration 12Q (95979.090000 sec): 3 clusters
  Score: Raw -945138.613033 + Penalty 2949.479702 = -942189.133331
  nChanged 104
		SP:Iteration 13Q (95979.310000 sec): 3 clusters
  Score: Raw -945168.480943 + Penalty 2949.479702 = -942219.001241
  nChanged 81
		SP:Iteration 14Q (95979.580000 sec): 3 clusters
  Score: Raw -945189.216910 + Penalty 2949.479702 = -942239.737208
  nChanged 60
		SP:Iteration 15Q (95979.780000 sec): 3 clusters
  Score: Raw -945208.009265 + Penalty 2949.479702 = -942258.529562
  nChanged 51
		SP:Iteration 16Q (95979.970000 sec): 3 clusters
  Score: Raw -945220.266033 + Penalty 2949.479702 = -942270.786331
  nChanged 42
		SP:Iteration 17Q (95980.220000 sec): 3 clusters
  Score: Raw -945228.976146 + Penalty 2949.479702 = -942279.496444
  nChanged 37
		SP:Iteration 18Q (95980.420000 sec): 3 clusters
  Score: Raw -945235.235519 + Penalty 2949.479702 = -942285.755817
  nChanged 32
		SP:Iteration 19Q (95980.650000 sec): 3 clusters
  Score: Raw -945241.458311 + Penalty 2949.479702 = -942291.978609
  nChanged 29
		SP:Iteration 20F (95980.840000 sec): 3 clusters
  Score: Raw -945246.519594 + Penalty 2949.479702 = -942297.039892
  nChanged 19
		SP:Iteration 21Q (95981.020000 sec): 3 clusters
  Score: Raw -945249.587498 + Penalty 2949.479702 = -942300.107796
  nChanged 22
		SP:Iteration 22Q (95981.220000 sec): 3 clusters
  Score: Raw -945253.157311 + Penalty 2949.479702 = -942303.677609
  nChanged 29
		SP:Iteration 23Q (95981.460000 sec): 3 clusters
  Score: Raw -945257.949032 + Penalty 2949.479702 = -942308.469330
  nChanged 30
		SP:Iteration 24Q (95981.610000 sec): 3 clusters
  Score: Raw -945263.193085 + Penalty 2949.479702 = -942313.713383
  nChanged 31
		SP:Iteration 25Q (95981.820000 sec): 3 clusters
  Score: Raw -945269.069949 + Penalty 2949.479702 = -942319.590247
  nChanged 32
		SP:Iteration 26Q (95982.010000 sec): 3 clusters
  Score: Raw -945275.258858 + Penalty 2949.479702 = -942325.779156
  nChanged 23
		SP:Iteration 27Q (95982.220000 sec): 3 clusters
  Score: Raw -945279.288963 + Penalty 2949.479702 = -942329.809261
  nChanged 25
		SP:Iteration 28Q (95982.410000 sec): 3 clusters
  Score: Raw -945284.110275 + Penalty 2949.479702 = -942334.630573
  nChanged 21
		SP:Iteration 29Q (95982.630000 sec): 3 clusters
  Score: Raw -945288.514755 + Penalty 2949.479702 = -942339.035053
  nChanged 18
		SP:Iteration 30Q (95982.840000 sec): 3 clusters
  Score: Raw -945291.553177 + Penalty 2949.479702 = -942342.073475
  nChanged 15
		SP:Iteration 31Q (95983.020000 sec): 3 clusters
  Score: Raw -945294.184731 + Penalty 2949.479702 = -942344.705029
  nChanged 13
		SP:Iteration 32Q (95983.260000 sec): 3 clusters
  Score: Raw -945296.326810 + Penalty 2949.479702 = -942346.847108
  nChanged 11
		SP:Iteration 33Q (95983.470000 sec): 3 clusters
  Score: Raw -945298.611703 + Penalty 2949.479702 = -942349.132000
  nChanged 14
		SP:Iteration 34Q (95983.690000 sec): 3 clusters
  Score: Raw -945300.120150 + Penalty 2949.479702 = -942350.640448
  nChanged 13
		SP:Iteration 35Q (95983.880000 sec): 3 clusters
  Score: Raw -945301.868302 + Penalty 2949.479702 = -942352.388600
  nChanged 11
		SP:Iteration 36Q (95984.110000 sec): 3 clusters
  Score: Raw -945303.129369 + Penalty 2949.479702 = -942353.649666
  nChanged 11
		SP:Iteration 37Q (95984.330000 sec): 3 clusters
  Score: Raw -945304.407953 + Penalty 2949.479702 = -942354.928251
  nChanged 7
		SP:Iteration 38Q (95984.500000 sec): 3 clusters
  Score: Raw -945305.144006 + Penalty 2949.479702 = -942355.664304
  nChanged 6
		SP:Iteration 39Q (95984.680000 sec): 3 clusters
  Score: Raw -945305.617310 + Penalty 2949.479702 = -942356.137608
  nChanged 4
		SP:Iteration 40F (95984.870000 sec): 3 clusters
  Score: Raw -945306.368364 + Penalty 2949.479702 = -942356.888662
  nChanged 12
		SP:Iteration 41Q (95985.110000 sec): 3 clusters
  Score: Raw -945307.980015 + Penalty 2949.479702 = -942358.500313
  nChanged 10
		SP:Iteration 42Q (95985.320000 sec): 3 clusters
  Score: Raw -945309.472144 + Penalty 2949.479702 = -942359.992442
  nChanged 11
		SP:Iteration 43Q (95985.500000 sec): 3 clusters
  Score: Raw -945311.179027 + Penalty 2949.479702 = -942361.699325
  nChanged 6
		SP:Iteration 44Q (95985.720000 sec): 3 clusters
  Score: Raw -945312.152710 + Penalty 2949.479702 = -942362.673008
  nChanged 5
		SP:Iteration 45Q (95985.940000 sec): 3 clusters
  Score: Raw -945312.718765 + Penalty 2949.479702 = -942363.239063
  nChanged 3
		SP:Iteration 46Q (95986.150000 sec): 3 clusters
  Score: Raw -945312.932436 + Penalty 2949.479702 = -942363.452734
  nChanged 6
		SP:Iteration 47Q (95986.400000 sec): 3 clusters
  Score: Raw -945313.374485 + Penalty 2949.479702 = -942363.894783
  nChanged 2
		SP:Iteration 48Q (95986.580000 sec): 3 clusters
  Score: Raw -945313.566543 + Penalty 2949.479702 = -942364.086841
  nChanged 3
		SP:Iteration 49Q (95986.770000 sec): 3 clusters
  Score: Raw -945313.890262 + Penalty 2949.479702 = -942364.410560
  nChanged 4
		SP:Iteration 50Q (95986.990000 sec): 3 clusters
  Score: Raw -945314.167056 + Penalty 2949.479702 = -942364.687354
  nChanged 2
		SP:Iteration 51Q (95987.200000 sec): 3 clusters
  Score: Raw -945314.361131 + Penalty 2949.479702 = -942364.881429
  nChanged 2
		SP:Iteration 52Q (95987.390000 sec): 3 clusters
  Score: Raw -945314.683484 + Penalty 2949.479702 = -942365.203782
  nChanged 2
		SP:Iteration 53Q (95987.590000 sec): 3 clusters
  Score: Raw -945314.815061 + Penalty 2949.479702 = -942365.335359
  nChanged 1
		SP:Iteration 54Q (95987.770000 sec): 3 clusters
  Score: Raw -945314.884507 + Penalty 2949.479702 = -942365.404805
  nChanged 0
		SP:Iteration 55F (95987.990000 sec): 3 clusters
  Score: Raw -945314.884507 + Penalty 2949.479702 = -942365.404805
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (29447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95988.240000 sec): 2 clusters
  Score: Raw -3108409.275361 + Penalty 1672.181439 = -3106737.093923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95988.630000 sec): 3 clusters
  Score: Raw -3090354.330909 + Penalty 3344.362878 = -3087009.968031
  nChanged 13537
		SP:Iteration 1F (95989.000000 sec): 3 clusters
  Score: Raw -3098314.739765 + Penalty 3344.362878 = -3094970.376888
  nChanged 1974
		SP:Iteration 2F (95989.340000 sec): 3 clusters
  Score: Raw -3099621.188522 + Penalty 3344.362878 = -3096276.825644
  nChanged 2233
		SP:Iteration 3F (95989.680000 sec): 3 clusters
  Score: Raw -3101362.951797 + Penalty 3344.362878 = -3098018.588919
  nChanged 2372
		SP:Iteration 4F (95989.970000 sec): 3 clusters
  Score: Raw -3103507.544287 + Penalty 3344.362878 = -3100163.181409
  nChanged 2343
		SP:Iteration 5F (95990.300000 sec): 3 clusters
  Score: Raw -3105625.450007 + Penalty 3344.362878 = -3102281.087130
  nChanged 1934
		SP:Iteration 6F (95990.620000 sec): 3 clusters
  Score: Raw -3107027.923900 + Penalty 3344.362878 = -3103683.561022
  nChanged 1292
		SP:Iteration 7Q (95990.980000 sec): 3 clusters
  Score: Raw -3107694.660600 + Penalty 3344.362878 = -3104350.297722
  nChanged 825
		SP:Iteration 8Q (95991.220000 sec): 3 clusters
  Score: Raw -3108013.280536 + Penalty 3344.362878 = -3104668.917658
  nChanged 544
		SP:Iteration 9Q (95991.540000 sec): 3 clusters
  Score: Raw -3108193.493598 + Penalty 3344.362878 = -3104849.130720
  nChanged 449
		SP:Iteration 10Q (95991.860000 sec): 3 clusters
  Score: Raw -3108328.872436 + Penalty 3344.362878 = -3104984.509558
  nChanged 378
		SP:Iteration 11Q (95992.130000 sec): 3 clusters
  Score: Raw -3108441.940076 + Penalty 3344.362878 = -3105097.577198
  nChanged 346
		SP:Iteration 12Q (95992.410000 sec): 3 clusters
  Score: Raw -3108556.555977 + Penalty 3344.362878 = -3105212.193100
  nChanged 344
		SP:Iteration 13Q (95992.730000 sec): 3 clusters
  Score: Raw -3108678.206983 + Penalty 3344.362878 = -3105333.844105
  nChanged 346
		SP:Iteration 14Q (95993.060000 sec): 3 clusters
  Score: Raw -3108857.047459 + Penalty 3344.362878 = -3105512.684581
  nChanged 407
		SP:Iteration 15Q (95993.410000 sec): 3 clusters
  Score: Raw -3109191.501935 + Penalty 3344.362878 = -3105847.139057
  nChanged 478
		SP:Iteration 16Q (95993.740000 sec): 3 clusters
  Score: Raw -3109715.357896 + Penalty 3344.362878 = -3106370.995018
  nChanged 512
		SP:Iteration 17Q (95994.040000 sec): 3 clusters
  Score: Raw -3110161.086004 + Penalty 3344.362878 = -3106816.723126
  nChanged 488
		SP:Iteration 18Q (95994.380000 sec): 3 clusters
  Score: Raw -3110453.167633 + Penalty 3344.362878 = -3107108.804755
  nChanged 429
		SP:Iteration 19Q (95994.740000 sec): 3 clusters
  Score: Raw -3110646.305692 + Penalty 3344.362878 = -3107301.942815
  nChanged 403
		SP:Iteration 20F (95995.000000 sec): 3 clusters
  Score: Raw -3110810.781952 + Penalty 3344.362878 = -3107466.419074
  nChanged 371
		SP:Iteration 21Q (95995.320000 sec): 3 clusters
  Score: Raw -3110944.638011 + Penalty 3344.362878 = -3107600.275134
  nChanged 306
		SP:Iteration 22Q (95995.680000 sec): 3 clusters
  Score: Raw -3111039.750500 + Penalty 3344.362878 = -3107695.387622
  nChanged 277
		SP:Iteration 23Q (95996.020000 sec): 3 clusters
  Score: Raw -3111121.044157 + Penalty 3344.362878 = -3107776.681280
  nChanged 254
		SP:Iteration 24Q (95996.390000 sec): 3 clusters
  Score: Raw -3111192.520887 + Penalty 3344.362878 = -3107848.158009
  nChanged 216
		SP:Iteration 25Q (95996.730000 sec): 3 clusters
  Score: Raw -3111242.003796 + Penalty 3344.362878 = -3107897.640918
  nChanged 161
		SP:Iteration 26Q (95997.020000 sec): 3 clusters
  Score: Raw -3111273.900586 + Penalty 3344.362878 = -3107929.537708
  nChanged 140
		SP:Iteration 27Q (95997.310000 sec): 3 clusters
  Score: Raw -3111298.775431 + Penalty 3344.362878 = -3107954.412553
  nChanged 123
		SP:Iteration 28Q (95997.590000 sec): 3 clusters
  Score: Raw -3111319.003925 + Penalty 3344.362878 = -3107974.641047
  nChanged 84
		SP:Iteration 29Q (95997.900000 sec): 3 clusters
  Score: Raw -3111334.183276 + Penalty 3344.362878 = -3107989.820398
  nChanged 104
		SP:Iteration 30Q (95998.270000 sec): 3 clusters
  Score: Raw -3111349.751608 + Penalty 3344.362878 = -3108005.388731
  nChanged 98
		SP:Iteration 31Q (95998.560000 sec): 3 clusters
  Score: Raw -3111365.094943 + Penalty 3344.362878 = -3108020.732066
  nChanged 85
		SP:Iteration 32Q (95998.880000 sec): 3 clusters
  Score: Raw -3111378.637642 + Penalty 3344.362878 = -3108034.274765
  nChanged 74
		SP:Iteration 33Q (95999.190000 sec): 3 clusters
  Score: Raw -3111389.567231 + Penalty 3344.362878 = -3108045.204353
  nChanged 74
		SP:Iteration 34Q (95999.540000 sec): 3 clusters
  Score: Raw -3111400.907384 + Penalty 3344.362878 = -3108056.544507
  nChanged 84
		SP:Iteration 35Q (95999.840000 sec): 3 clusters
  Score: Raw -3111416.352447 + Penalty 3344.362878 = -3108071.989569
  nChanged 101
		SP:Iteration 36Q (96000.150000 sec): 3 clusters
  Score: Raw -3111439.739367 + Penalty 3344.362878 = -3108095.376489
  nChanged 122
		SP:Iteration 37Q (96000.450000 sec): 3 clusters
  Score: Raw -3111474.765129 + Penalty 3344.362878 = -3108130.402251
  nChanged 136
		SP:Iteration 38Q (96000.780000 sec): 3 clusters
  Score: Raw -3111524.083485 + Penalty 3344.362878 = -3108179.720608
  nChanged 171
		SP:Iteration 39Q (96001.070000 sec): 3 clusters
  Score: Raw -3111634.128571 + Penalty 3344.362878 = -3108289.765693
  nChanged 235
		SP:Iteration 40F (96001.380000 sec): 3 clusters
  Score: Raw -3111949.680090 + Penalty 3344.362878 = -3108605.317213
  nChanged 402
		SP:Iteration 41Q (96001.610000 sec): 3 clusters
  Score: Raw -3113163.939722 + Penalty 3344.362878 = -3109819.576845
  nChanged 580
		SP:Iteration 42Q (96001.870000 sec): 3 clusters
  Score: Raw -3114952.447024 + Penalty 3344.362878 = -3111608.084146
  nChanged 677
		SP:Iteration 43Q (96002.170000 sec): 3 clusters
  Score: Raw -3115397.861094 + Penalty 3344.362878 = -3112053.498216
  nChanged 507
		SP:Iteration 44Q (96002.470000 sec): 3 clusters
  Score: Raw -3115618.277312 + Penalty 3344.362878 = -3112273.914434
  nChanged 359
		SP:Iteration 45Q (96002.770000 sec): 3 clusters
  Score: Raw -3115744.425267 + Penalty 3344.362878 = -3112400.062389
  nChanged 285
		SP:Iteration 46Q (96003.100000 sec): 3 clusters
  Score: Raw -3115840.793154 + Penalty 3344.362878 = -3112496.430276
  nChanged 251
		SP:Iteration 47Q (96003.370000 sec): 3 clusters
  Score: Raw -3115907.562308 + Penalty 3344.362878 = -3112563.199430
  nChanged 186
		SP:Iteration 48Q (96003.670000 sec): 3 clusters
  Score: Raw -3115953.330176 + Penalty 3344.362878 = -3112608.967299
  nChanged 171
		SP:Iteration 49Q (96004.000000 sec): 3 clusters
  Score: Raw -3115991.742862 + Penalty 3344.362878 = -3112647.379984
  nChanged 133
		SP:Iteration 50Q (96004.300000 sec): 3 clusters
  Score: Raw -3116013.709659 + Penalty 3344.362878 = -3112669.346782
  nChanged 109
		SP:Iteration 51Q (96004.610000 sec): 3 clusters
  Score: Raw -3116030.188618 + Penalty 3344.362878 = -3112685.825740
  nChanged 96
		SP:Iteration 52Q (96004.890000 sec): 3 clusters
  Score: Raw -3116044.096471 + Penalty 3344.362878 = -3112699.733593
  nChanged 81
		SP:Iteration 53Q (96005.250000 sec): 3 clusters
  Score: Raw -3116054.012193 + Penalty 3344.362878 = -3112709.649315
  nChanged 64
		SP:Iteration 54Q (96005.550000 sec): 3 clusters
  Score: Raw -3116060.411276 + Penalty 3344.362878 = -3112716.048398
  nChanged 36
		SP:Iteration 55Q (96005.830000 sec): 3 clusters
  Score: Raw -3116063.008961 + Penalty 3344.362878 = -3112718.646083
  nChanged 23
		SP:Iteration 56Q (96006.130000 sec): 3 clusters
  Score: Raw -3116064.755957 + Penalty 3344.362878 = -3112720.393079
  nChanged 17
		SP:Iteration 57Q (96006.450000 sec): 3 clusters
  Score: Raw -3116065.909733 + Penalty 3344.362878 = -3112721.546855
  nChanged 21
		SP:Iteration 58Q (96006.710000 sec): 3 clusters
  Score: Raw -3116067.433013 + Penalty 3344.362878 = -3112723.070135
  nChanged 18
		SP:Iteration 59Q (96007.020000 sec): 3 clusters
  Score: Raw -3116068.534081 + Penalty 3344.362878 = -3112724.171203
  nChanged 16
		SP:Iteration 60F (96007.330000 sec): 3 clusters
  Score: Raw -3116103.795018 + Penalty 3344.362878 = -3112759.432140
  nChanged 100
		SP:Iteration 61Q (96007.650000 sec): 3 clusters
  Score: Raw -3116141.778926 + Penalty 3344.362878 = -3112797.416048
  nChanged 115
		SP:Iteration 62Q (96007.960000 sec): 3 clusters
  Score: Raw -3116172.131687 + Penalty 3344.362878 = -3112827.768809
  nChanged 128
		SP:Iteration 63Q (96008.230000 sec): 3 clusters
  Score: Raw -3116204.649485 + Penalty 3344.362878 = -3112860.286608
  nChanged 117
		SP:Iteration 64Q (96008.500000 sec): 3 clusters
  Score: Raw -3116231.474631 + Penalty 3344.362878 = -3112887.111753
  nChanged 129
		SP:Iteration 65Q (96008.760000 sec): 3 clusters
  Score: Raw -3116256.663988 + Penalty 3344.362878 = -3112912.301110
  nChanged 97
		SP:Iteration 66Q (96009.050000 sec): 3 clusters
  Score: Raw -3116273.915009 + Penalty 3344.362878 = -3112929.552131
  nChanged 115
		SP:Iteration 67Q (96009.330000 sec): 3 clusters
  Score: Raw -3116293.311219 + Penalty 3344.362878 = -3112948.948342
  nChanged 97
		SP:Iteration 68Q (96009.590000 sec): 3 clusters
  Score: Raw -3116307.265444 + Penalty 3344.362878 = -3112962.902566
  nChanged 87
		SP:Iteration 69Q (96009.840000 sec): 3 clusters
  Score: Raw -3116320.205201 + Penalty 3344.362878 = -3112975.842323
  nChanged 83
		SP:Iteration 70Q (96010.150000 sec): 3 clusters
  Score: Raw -3116332.911899 + Penalty 3344.362878 = -3112988.549022
  nChanged 75
		SP:Iteration 71Q (96010.420000 sec): 3 clusters
  Score: Raw -3116343.539206 + Penalty 3344.362878 = -3112999.176328
  nChanged 69
		SP:Iteration 72Q (96010.760000 sec): 3 clusters
  Score: Raw -3116353.484004 + Penalty 3344.362878 = -3113009.121126
  nChanged 69
		SP:Iteration 73Q (96011.070000 sec): 3 clusters
  Score: Raw -3116361.579164 + Penalty 3344.362878 = -3113017.216287
  nChanged 68
		SP:Iteration 74Q (96011.350000 sec): 3 clusters
  Score: Raw -3116369.427380 + Penalty 3344.362878 = -3113025.064502
  nChanged 61
		SP:Iteration 75Q (96011.710000 sec): 3 clusters
  Score: Raw -3116376.420485 + Penalty 3344.362878 = -3113032.057607
  nChanged 47
		SP:Iteration 76Q (96012.010000 sec): 3 clusters
  Score: Raw -3116380.269370 + Penalty 3344.362878 = -3113035.906492
  nChanged 39
		SP:Iteration 77Q (96012.280000 sec): 3 clusters
  Score: Raw -3116382.851964 + Penalty 3344.362878 = -3113038.489086
  nChanged 24
		SP:Iteration 78Q (96012.570000 sec): 3 clusters
  Score: Raw -3116384.628875 + Penalty 3344.362878 = -3113040.265998
  nChanged 25
		SP:Iteration 79Q (96012.900000 sec): 3 clusters
  Score: Raw -3116387.101561 + Penalty 3344.362878 = -3113042.738683
  nChanged 34
		SP:Iteration 80F (96013.220000 sec): 3 clusters
  Score: Raw -3116392.256751 + Penalty 3344.362878 = -3113047.893873
  nChanged 40
		SP:Iteration 81Q (96013.530000 sec): 3 clusters
  Score: Raw -3116395.958921 + Penalty 3344.362878 = -3113051.596043
  nChanged 47
		SP:Iteration 82Q (96013.800000 sec): 3 clusters
  Score: Raw -3116400.227492 + Penalty 3344.362878 = -3113055.864615
  nChanged 40
		SP:Iteration 83Q (96014.130000 sec): 3 clusters
  Score: Raw -3116402.903498 + Penalty 3344.362878 = -3113058.540620
  nChanged 29
		SP:Iteration 84Q (96014.470000 sec): 3 clusters
  Score: Raw -3116404.775583 + Penalty 3344.362878 = -3113060.412705
  nChanged 29
		SP:Iteration 85Q (96014.800000 sec): 3 clusters
  Score: Raw -3116406.439090 + Penalty 3344.362878 = -3113062.076212
  nChanged 21
		SP:Iteration 86Q (96015.130000 sec): 3 clusters
  Score: Raw -3116407.654510 + Penalty 3344.362878 = -3113063.291632
  nChanged 23
		SP:Iteration 87Q (96015.430000 sec): 3 clusters
  Score: Raw -3116409.424930 + Penalty 3344.362878 = -3113065.062052
  nChanged 25
		SP:Iteration 88Q (96015.760000 sec): 3 clusters
  Score: Raw -3116411.483539 + Penalty 3344.362878 = -3113067.120662
  nChanged 21
		SP:Iteration 89Q (96016.160000 sec): 3 clusters
  Score: Raw -3116412.880272 + Penalty 3344.362878 = -3113068.517394
  nChanged 23
		SP:Iteration 90Q (96016.490000 sec): 3 clusters
  Score: Raw -3116414.485677 + Penalty 3344.362878 = -3113070.122799
  nChanged 23
		SP:Iteration 91Q (96016.840000 sec): 3 clusters
  Score: Raw -3116416.006390 + Penalty 3344.362878 = -3113071.643512
  nChanged 24
		SP:Iteration 92Q (96017.110000 sec): 3 clusters
  Score: Raw -3116417.585452 + Penalty 3344.362878 = -3113073.222574
  nChanged 23
		SP:Iteration 93Q (96017.470000 sec): 3 clusters
  Score: Raw -3116418.849237 + Penalty 3344.362878 = -3113074.486359
  nChanged 16
		SP:Iteration 94Q (96017.850000 sec): 3 clusters
  Score: Raw -3116419.875295 + Penalty 3344.362878 = -3113075.512417
  nChanged 19
		SP:Iteration 95Q (96018.180000 sec): 3 clusters
  Score: Raw -3116421.281625 + Penalty 3344.362878 = -3113076.918747
  nChanged 18
		SP:Iteration 96Q (96018.520000 sec): 3 clusters
  Score: Raw -3116422.812612 + Penalty 3344.362878 = -3113078.449734
  nChanged 22
		SP:Iteration 97Q (96018.870000 sec): 3 clusters
  Score: Raw -3116424.007937 + Penalty 3344.362878 = -3113079.645059
  nChanged 14
		SP:Iteration 98Q (96019.220000 sec): 3 clusters
  Score: Raw -3116424.803081 + Penalty 3344.362878 = -3113080.440203
  nChanged 19
		SP:Iteration 99Q (96019.590000 sec): 3 clusters
  Score: Raw -3116425.988507 + Penalty 3344.362878 = -3113081.625629
  nChanged 21
		SP:Iteration 100F (96019.890000 sec): 3 clusters
  Score: Raw -3116427.185507 + Penalty 3344.362878 = -3113082.822629
  nChanged 26
		SP:Iteration 101Q (96020.210000 sec): 3 clusters
  Score: Raw -3116428.924361 + Penalty 3344.362878 = -3113084.561483
  nChanged 24
		SP:Iteration 102Q (96020.510000 sec): 3 clusters
  Score: Raw -3116430.351033 + Penalty 3344.362878 = -3113085.988155
  nChanged 19
		SP:Iteration 103Q (96020.800000 sec): 3 clusters
  Score: Raw -3116431.191327 + Penalty 3344.362878 = -3113086.828449
  nChanged 12
		SP:Iteration 104Q (96021.110000 sec): 3 clusters
  Score: Raw -3116431.747387 + Penalty 3344.362878 = -3113087.384509
  nChanged 12
		SP:Iteration 105Q (96021.390000 sec): 3 clusters
  Score: Raw -3116432.357354 + Penalty 3344.362878 = -3113087.994476
  nChanged 11
		SP:Iteration 106Q (96021.730000 sec): 3 clusters
  Score: Raw -3116432.934171 + Penalty 3344.362878 = -3113088.571294
  nChanged 14
		SP:Iteration 107Q (96022.050000 sec): 3 clusters
  Score: Raw -3116433.574855 + Penalty 3344.362878 = -3113089.211978
  nChanged 11
		SP:Iteration 108Q (96022.340000 sec): 3 clusters
  Score: Raw -3116434.057929 + Penalty 3344.362878 = -3113089.695052
  nChanged 12
		SP:Iteration 109Q (96022.650000 sec): 3 clusters
  Score: Raw -3116434.779247 + Penalty 3344.362878 = -3113090.416369
  nChanged 8
		SP:Iteration 110Q (96022.970000 sec): 3 clusters
  Score: Raw -3116435.066018 + Penalty 3344.362878 = -3113090.703140
  nChanged 3
		SP:Iteration 111Q (96023.300000 sec): 3 clusters
  Score: Raw -3116435.190310 + Penalty 3344.362878 = -3113090.827432
  nChanged 6
		SP:Iteration 112Q (96023.640000 sec): 3 clusters
  Score: Raw -3116435.410454 + Penalty 3344.362878 = -3113091.047577
  nChanged 3
		SP:Iteration 113Q (96023.920000 sec): 3 clusters
  Score: Raw -3116435.481308 + Penalty 3344.362878 = -3113091.118431
  nChanged 2
		SP:Iteration 114Q (96024.240000 sec): 3 clusters
  Score: Raw -3116435.581556 + Penalty 3344.362878 = -3113091.218678
  nChanged 6
		SP:Iteration 115Q (96024.530000 sec): 3 clusters
  Score: Raw -3116435.820213 + Penalty 3344.362878 = -3113091.457335
  nChanged 6
		SP:Iteration 116Q (96024.830000 sec): 3 clusters
  Score: Raw -3116436.068740 + Penalty 3344.362878 = -3113091.705863
  nChanged 5
		SP:Iteration 117Q (96025.160000 sec): 3 clusters
  Score: Raw -3116436.228952 + Penalty 3344.362878 = -3113091.866074
  nChanged 2
		SP:Iteration 118Q (96025.490000 sec): 3 clusters
  Score: Raw -3116436.315920 + Penalty 3344.362878 = -3113091.953042
  nChanged 5
		SP:Iteration 119Q (96025.830000 sec): 3 clusters
  Score: Raw -3116436.533720 + Penalty 3344.362878 = -3113092.170842
  nChanged 5
		SP:Iteration 120F (96026.120000 sec): 3 clusters
  Score: Raw -3116436.698125 + Penalty 3344.362878 = -3113092.335247
  nChanged 1
		SP:Iteration 121Q (96026.480000 sec): 3 clusters
  Score: Raw -3116436.733735 + Penalty 3344.362878 = -3113092.370857
  nChanged 1
		SP:Iteration 122Q (96026.820000 sec): 3 clusters
  Score: Raw -3116436.749265 + Penalty 3344.362878 = -3113092.386387
  nChanged 0
		SP:Iteration 123F (96027.090000 sec): 3 clusters
  Score: Raw -3116436.749265 + Penalty 3344.362878 = -3113092.386387
  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 9.05 GB.

 Trying to split cluster 14 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96027.210000 sec): 2 clusters
  Score: Raw -82021.711801 + Penalty 1092.427342 = -80929.284459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96027.430000 sec): 3 clusters
  Score: Raw -81889.641370 + Penalty 2184.854683 = -79704.786687
  nChanged 236
		SP:Iteration 1F (96027.590000 sec): 3 clusters
  Score: Raw -82115.521454 + Penalty 2184.854683 = -79930.666770
  nChanged 70
		SP:Iteration 2F (96027.740000 sec): 3 clusters
  Score: Raw -82226.772248 + Penalty 2184.854683 = -80041.917565
  nChanged 49
		SP:Iteration 3F (96027.950000 sec): 3 clusters
  Score: Raw -82353.130072 + Penalty 2184.854683 = -80168.275389
  nChanged 54
		SP:Iteration 4F (96028.130000 sec): 3 clusters
  Score: Raw -82437.257697 + Penalty 2184.854683 = -80252.403013
  nChanged 34
		SP:Iteration 5Q (96028.280000 sec): 3 clusters
  Score: Raw -82505.355411 + Penalty 2184.854683 = -80320.500727
  nChanged 24
		SP:Iteration 6Q (96028.450000 sec): 3 clusters
  Score: Raw -82535.094447 + Penalty 2184.854683 = -80350.239763
  nChanged 17
		SP:Iteration 7Q (96028.560000 sec): 3 clusters
  Score: Raw -82554.184419 + Penalty 2184.854683 = -80369.329736
  nChanged 12
		SP:Iteration 8Q (96028.730000 sec): 3 clusters
  Score: Raw -82565.639144 + Penalty 2184.854683 = -80380.784461
  nChanged 7
		SP:Iteration 9Q (96028.910000 sec): 3 clusters
  Score: Raw -82570.215422 + Penalty 2184.854683 = -80385.360738
  nChanged 9
		SP:Iteration 10Q (96029.070000 sec): 3 clusters
  Score: Raw -82579.225457 + Penalty 2184.854683 = -80394.370773
  nChanged 6
		SP:Iteration 11Q (96029.210000 sec): 3 clusters
  Score: Raw -82583.582237 + Penalty 2184.854683 = -80398.727553
  nChanged 6
		SP:Iteration 12Q (96029.380000 sec): 3 clusters
  Score: Raw -82590.058439 + Penalty 2184.854683 = -80405.203756
  nChanged 5
		SP:Iteration 13Q (96029.490000 sec): 3 clusters
  Score: Raw -82605.305630 + Penalty 2184.854683 = -80420.450946
  nChanged 9
		SP:Iteration 14Q (96029.680000 sec): 3 clusters
  Score: Raw -82613.590503 + Penalty 2184.854683 = -80428.735820
  nChanged 5
		SP:Iteration 15Q (96029.840000 sec): 3 clusters
  Score: Raw -82621.415904 + Penalty 2184.854683 = -80436.561221
  nChanged 5
		SP:Iteration 16Q (96029.980000 sec): 3 clusters
  Score: Raw -82624.844911 + Penalty 2184.854683 = -80439.990227
  nChanged 2
		SP:Iteration 17Q (96030.170000 sec): 3 clusters
  Score: Raw -82625.647062 + Penalty 2184.854683 = -80440.792379
  nChanged 1
		SP:Iteration 18Q (96030.310000 sec): 3 clusters
  Score: Raw -82626.006204 + Penalty 2184.854683 = -80441.151521
  nChanged 1
		SP:Iteration 19Q (96030.450000 sec): 3 clusters
  Score: Raw -82626.488605 + Penalty 2184.854683 = -80441.633922
  nChanged 0
		SP:Iteration 20F (96030.620000 sec): 3 clusters
  Score: Raw -82626.488605 + Penalty 2184.854683 = -80441.633922
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (26407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96030.870000 sec): 2 clusters
  Score: Raw -2849767.661677 + Penalty 1654.474966 = -2848113.186711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96031.170000 sec): 3 clusters
  Score: Raw -2833549.218426 + Penalty 3308.949932 = -2830240.268494
  nChanged 12099
		SP:Iteration 1F (96031.500000 sec): 3 clusters
  Score: Raw -2840299.273433 + Penalty 3308.949932 = -2836990.323501
  nChanged 1462
		SP:Iteration 2F (96031.790000 sec): 3 clusters
  Score: Raw -2841061.148015 + Penalty 3308.949932 = -2837752.198083
  nChanged 1652
		SP:Iteration 3F (96032.080000 sec): 3 clusters
  Score: Raw -2842146.021844 + Penalty 3308.949932 = -2838837.071912
  nChanged 1911
		SP:Iteration 4F (96032.410000 sec): 3 clusters
  Score: Raw -2843649.202465 + Penalty 3308.949932 = -2840340.252533
  nChanged 2089
		SP:Iteration 5F (96032.720000 sec): 3 clusters
  Score: Raw -2845645.907820 + Penalty 3308.949932 = -2842336.957888
  nChanged 2169
		SP:Iteration 6F (96033.030000 sec): 3 clusters
  Score: Raw -2847892.282867 + Penalty 3308.949932 = -2844583.332935
  nChanged 1912
		SP:Iteration 7F (96033.380000 sec): 3 clusters
  Score: Raw -2849915.884440 + Penalty 3308.949932 = -2846606.934508
  nChanged 1357
		SP:Iteration 8F (96033.640000 sec): 3 clusters
  Score: Raw -2851378.596940 + Penalty 3308.949932 = -2848069.647008
  nChanged 911
		SP:Iteration 9Q (96033.990000 sec): 3 clusters
  Score: Raw -2852244.818691 + Penalty 3308.949932 = -2848935.868759
  nChanged 559
		SP:Iteration 10Q (96034.300000 sec): 3 clusters
  Score: Raw -2852682.779499 + Penalty 3308.949932 = -2849373.829567
  nChanged 360
		SP:Iteration 11Q (96034.600000 sec): 3 clusters
  Score: Raw -2852967.421559 + Penalty 3308.949932 = -2849658.471628
  nChanged 287
		SP:Iteration 12Q (96034.940000 sec): 3 clusters
  Score: Raw -2853289.221348 + Penalty 3308.949932 = -2849980.271416
  nChanged 247
		SP:Iteration 13Q (96035.300000 sec): 3 clusters
  Score: Raw -2853636.893757 + Penalty 3308.949932 = -2850327.943825
  nChanged 235
		SP:Iteration 14Q (96035.600000 sec): 3 clusters
  Score: Raw -2853782.297446 + Penalty 3308.949932 = -2850473.347514
  nChanged 157
		SP:Iteration 15Q (96035.890000 sec): 3 clusters
  Score: Raw -2853828.069719 + Penalty 3308.949932 = -2850519.119787
  nChanged 96
		SP:Iteration 16Q (96036.210000 sec): 3 clusters
  Score: Raw -2853845.544833 + Penalty 3308.949932 = -2850536.594901
  nChanged 68
		SP:Iteration 17Q (96036.510000 sec): 3 clusters
  Score: Raw -2853854.249011 + Penalty 3308.949932 = -2850545.299079
  nChanged 27
		SP:Iteration 18Q (96036.830000 sec): 3 clusters
  Score: Raw -2853857.013222 + Penalty 3308.949932 = -2850548.063290
  nChanged 26
		SP:Iteration 19Q (96037.150000 sec): 3 clusters
  Score: Raw -2853859.125871 + Penalty 3308.949932 = -2850550.175940
  nChanged 14
		SP:Iteration 20F (96037.460000 sec): 3 clusters
  Score: Raw -2853859.782729 + Penalty 3308.949932 = -2850550.832797
  nChanged 5
		SP:Iteration 21Q (96037.760000 sec): 3 clusters
  Score: Raw -2853860.109507 + Penalty 3308.949932 = -2850551.159575
  nChanged 2
		SP:Iteration 22Q (96038.110000 sec): 3 clusters
  Score: Raw -2853860.195445 + Penalty 3308.949932 = -2850551.245513
  nChanged 1
		SP:Iteration 23Q (96038.390000 sec): 3 clusters
  Score: Raw -2853860.227666 + Penalty 3308.949932 = -2850551.277734
  nChanged 0
		SP:Iteration 24F (96038.730000 sec): 3 clusters
  Score: Raw -2853860.227666 + Penalty 3308.949932 = -2850551.277734
  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 9.05 GB.

 Trying to split cluster 16 (22676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96038.920000 sec): 2 clusters
  Score: Raw -2401928.569278 + Penalty 1629.722636 = -2400298.846642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96039.230000 sec): 3 clusters
  Score: Raw -2388120.937659 + Penalty 3259.445272 = -2384861.492387
  nChanged 10310
		SP:Iteration 1F (96039.520000 sec): 3 clusters
  Score: Raw -2394791.036017 + Penalty 3259.445272 = -2391531.590745
  nChanged 2126
		SP:Iteration 2F (96039.800000 sec): 3 clusters
  Score: Raw -2398224.694810 + Penalty 3259.445272 = -2394965.249538
  nChanged 2845
		SP:Iteration 3F (96040.090000 sec): 3 clusters
  Score: Raw -2403090.843030 + Penalty 3259.445272 = -2399831.397758
  nChanged 2830
		SP:Iteration 4F (96040.350000 sec): 3 clusters
  Score: Raw -2406706.890150 + Penalty 3259.445272 = -2403447.444878
  nChanged 1676
		SP:Iteration 5F (96040.650000 sec): 3 clusters
  Score: Raw -2408562.734482 + Penalty 3259.445272 = -2405303.289210
  nChanged 922
		SP:Iteration 6Q (96040.930000 sec): 3 clusters
  Score: Raw -2409527.807153 + Penalty 3259.445272 = -2406268.361881
  nChanged 495
		SP:Iteration 7Q (96041.210000 sec): 3 clusters
  Score: Raw -2410012.800084 + Penalty 3259.445272 = -2406753.354812
  nChanged 334
		SP:Iteration 8Q (96041.500000 sec): 3 clusters
  Score: Raw -2410318.278677 + Penalty 3259.445272 = -2407058.833405
  nChanged 269
		SP:Iteration 9Q (96041.770000 sec): 3 clusters
  Score: Raw -2410529.167537 + Penalty 3259.445272 = -2407269.722265
  nChanged 221
		SP:Iteration 10Q (96042.010000 sec): 3 clusters
  Score: Raw -2410685.302760 + Penalty 3259.445272 = -2407425.857488
  nChanged 177
		SP:Iteration 11Q (96042.310000 sec): 3 clusters
  Score: Raw -2410827.472894 + Penalty 3259.445272 = -2407568.027622
  nChanged 169
		SP:Iteration 12Q (96042.550000 sec): 3 clusters
  Score: Raw -2410960.732667 + Penalty 3259.445272 = -2407701.287395
  nChanged 146
		SP:Iteration 13Q (96042.790000 sec): 3 clusters
  Score: Raw -2411050.357748 + Penalty 3259.445272 = -2407790.912476
  nChanged 129
		SP:Iteration 14Q (96043.040000 sec): 3 clusters
  Score: Raw -2411125.636814 + Penalty 3259.445272 = -2407866.191542
  nChanged 121
		SP:Iteration 15Q (96043.280000 sec): 3 clusters
  Score: Raw -2411200.916051 + Penalty 3259.445272 = -2407941.470779
  nChanged 102
		SP:Iteration 16Q (96043.570000 sec): 3 clusters
  Score: Raw -2411258.612093 + Penalty 3259.445272 = -2407999.166821
  nChanged 96
		SP:Iteration 17Q (96043.790000 sec): 3 clusters
  Score: Raw -2411314.138904 + Penalty 3259.445272 = -2408054.693632
  nChanged 91
		SP:Iteration 18Q (96044.080000 sec): 3 clusters
  Score: Raw -2411360.758326 + Penalty 3259.445272 = -2408101.313054
  nChanged 79
		SP:Iteration 19Q (96044.350000 sec): 3 clusters
  Score: Raw -2411405.562885 + Penalty 3259.445272 = -2408146.117613
  nChanged 76
		SP:Iteration 20F (96044.570000 sec): 3 clusters
  Score: Raw -2411444.348567 + Penalty 3259.445272 = -2408184.903295
  nChanged 69
		SP:Iteration 21Q (96044.820000 sec): 3 clusters
  Score: Raw -2411483.643751 + Penalty 3259.445272 = -2408224.198479
  nChanged 74
		SP:Iteration 22Q (96045.090000 sec): 3 clusters
  Score: Raw -2411543.487460 + Penalty 3259.445272 = -2408284.042188
  nChanged 77
		SP:Iteration 23Q (96045.400000 sec): 3 clusters
  Score: Raw -2411624.407977 + Penalty 3259.445272 = -2408364.962705
  nChanged 74
		SP:Iteration 24Q (96045.670000 sec): 3 clusters
  Score: Raw -2411711.354489 + Penalty 3259.445272 = -2408451.909217
  nChanged 56
		SP:Iteration 25Q (96045.960000 sec): 3 clusters
  Score: Raw -2411749.325976 + Penalty 3259.445272 = -2408489.880704
  nChanged 31
		SP:Iteration 26Q (96046.240000 sec): 3 clusters
  Score: Raw -2411756.944417 + Penalty 3259.445272 = -2408497.499145
  nChanged 13
		SP:Iteration 27Q (96046.510000 sec): 3 clusters
  Score: Raw -2411758.726800 + Penalty 3259.445272 = -2408499.281528
  nChanged 4
		SP:Iteration 28Q (96046.770000 sec): 3 clusters
  Score: Raw -2411759.300121 + Penalty 3259.445272 = -2408499.854849
  nChanged 2
		SP:Iteration 29Q (96047.100000 sec): 3 clusters
  Score: Raw -2411759.496342 + Penalty 3259.445272 = -2408500.051070
  nChanged 1
		SP:Iteration 30Q (96047.370000 sec): 3 clusters
  Score: Raw -2411759.630004 + Penalty 3259.445272 = -2408500.184732
  nChanged 1
		SP:Iteration 31Q (96047.610000 sec): 3 clusters
  Score: Raw -2411759.712333 + Penalty 3259.445272 = -2408500.267061
  nChanged 0
		SP:Iteration 32F (96047.920000 sec): 3 clusters
  Score: Raw -2411759.712333 + Penalty 3259.445272 = -2408500.267061
  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 9.05 GB.

 Trying to split cluster 17 (10446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96048.100000 sec): 2 clusters
  Score: Raw -1041873.930642 + Penalty 1503.770841 = -1040370.159801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96048.300000 sec): 3 clusters
  Score: Raw -1035965.076116 + Penalty 3007.541683 = -1032957.534433
  nChanged 4559
		SP:Iteration 1F (96048.520000 sec): 3 clusters
  Score: Raw -1038706.202397 + Penalty 3007.541683 = -1035698.660714
  nChanged 860
		SP:Iteration 2F (96048.750000 sec): 3 clusters
  Score: Raw -1039377.508515 + Penalty 3007.541683 = -1036369.966832
  nChanged 833
		SP:Iteration 3F (96048.950000 sec): 3 clusters
  Score: Raw -1040239.472907 + Penalty 3007.541683 = -1037231.931224
  nChanged 848
		SP:Iteration 4F (96049.150000 sec): 3 clusters
  Score: Raw -1041101.953668 + Penalty 3007.541683 = -1038094.411985
  nChanged 791
		SP:Iteration 5F (96049.360000 sec): 3 clusters
  Score: Raw -1041802.675359 + Penalty 3007.541683 = -1038795.133676
  nChanged 599
		SP:Iteration 6F (96049.590000 sec): 3 clusters
  Score: Raw -1042208.693454 + Penalty 3007.541683 = -1039201.151771
  nChanged 442
		SP:Iteration 7Q (96049.750000 sec): 3 clusters
  Score: Raw -1042449.696130 + Penalty 3007.541683 = -1039442.154448
  nChanged 286
		SP:Iteration 8Q (96049.920000 sec): 3 clusters
  Score: Raw -1042589.446603 + Penalty 3007.541683 = -1039581.904920
  nChanged 193
		SP:Iteration 9Q (96050.120000 sec): 3 clusters
  Score: Raw -1042662.067725 + Penalty 3007.541683 = -1039654.526042
  nChanged 142
		SP:Iteration 10Q (96050.300000 sec): 3 clusters
  Score: Raw -1042705.644147 + Penalty 3007.541683 = -1039698.102464
  nChanged 107
		SP:Iteration 11Q (96050.540000 sec): 3 clusters
  Score: Raw -1042736.364876 + Penalty 3007.541683 = -1039728.823193
  nChanged 93
		SP:Iteration 12Q (96050.740000 sec): 3 clusters
  Score: Raw -1042765.907715 + Penalty 3007.541683 = -1039758.366032
  nChanged 86
		SP:Iteration 13Q (96050.980000 sec): 3 clusters
  Score: Raw -1042791.865238 + Penalty 3007.541683 = -1039784.323555
  nChanged 83
		SP:Iteration 14Q (96051.250000 sec): 3 clusters
  Score: Raw -1042820.462685 + Penalty 3007.541683 = -1039812.921003
  nChanged 90
		SP:Iteration 15Q (96051.390000 sec): 3 clusters
  Score: Raw -1042849.930583 + Penalty 3007.541683 = -1039842.388900
  nChanged 91
		SP:Iteration 16Q (96051.660000 sec): 3 clusters
  Score: Raw -1042877.389044 + Penalty 3007.541683 = -1039869.847361
  nChanged 86
		SP:Iteration 17Q (96051.890000 sec): 3 clusters
  Score: Raw -1042900.390625 + Penalty 3007.541683 = -1039892.848942
  nChanged 70
		SP:Iteration 18Q (96052.090000 sec): 3 clusters
  Score: Raw -1042920.517694 + Penalty 3007.541683 = -1039912.976011
  nChanged 82
		SP:Iteration 19Q (96052.300000 sec): 3 clusters
  Score: Raw -1042941.722041 + Penalty 3007.541683 = -1039934.180358
  nChanged 77
		SP:Iteration 20F (96052.510000 sec): 3 clusters
  Score: Raw -1042960.502828 + Penalty 3007.541683 = -1039952.961146
  nChanged 70
		SP:Iteration 21Q (96052.670000 sec): 3 clusters
  Score: Raw -1042977.807825 + Penalty 3007.541683 = -1039970.266142
  nChanged 66
		SP:Iteration 22Q (96052.840000 sec): 3 clusters
  Score: Raw -1042995.508848 + Penalty 3007.541683 = -1039987.967165
  nChanged 60
		SP:Iteration 23Q (96053.040000 sec): 3 clusters
  Score: Raw -1043012.980151 + Penalty 3007.541683 = -1040005.438468
  nChanged 70
		SP:Iteration 24Q (96053.260000 sec): 3 clusters
  Score: Raw -1043034.303366 + Penalty 3007.541683 = -1040026.761683
  nChanged 61
		SP:Iteration 25Q (96053.480000 sec): 3 clusters
  Score: Raw -1043053.468145 + Penalty 3007.541683 = -1040045.926462
  nChanged 62
		SP:Iteration 26Q (96053.660000 sec): 3 clusters
  Score: Raw -1043072.143725 + Penalty 3007.541683 = -1040064.602042
  nChanged 52
		SP:Iteration 27Q (96053.870000 sec): 3 clusters
  Score: Raw -1043085.414702 + Penalty 3007.541683 = -1040077.873019
  nChanged 56
		SP:Iteration 28Q (96054.100000 sec): 3 clusters
  Score: Raw -1043105.240374 + Penalty 3007.541683 = -1040097.698691
  nChanged 71
		SP:Iteration 29Q (96054.350000 sec): 3 clusters
  Score: Raw -1043136.550494 + Penalty 3007.541683 = -1040129.008811
  nChanged 82
		SP:Iteration 30Q (96054.560000 sec): 3 clusters
  Score: Raw -1043166.381793 + Penalty 3007.541683 = -1040158.840110
  nChanged 77
		SP:Iteration 31Q (96054.820000 sec): 3 clusters
  Score: Raw -1043193.838346 + Penalty 3007.541683 = -1040186.296663
  nChanged 72
		SP:Iteration 32Q (96055.040000 sec): 3 clusters
  Score: Raw -1043224.899749 + Penalty 3007.541683 = -1040217.358066
  nChanged 86
		SP:Iteration 33Q (96055.250000 sec): 3 clusters
  Score: Raw -1043265.261011 + Penalty 3007.541683 = -1040257.719328
  nChanged 94
		SP:Iteration 34Q (96055.530000 sec): 3 clusters
  Score: Raw -1043317.438026 + Penalty 3007.541683 = -1040309.896343
  nChanged 110
		SP:Iteration 35Q (96055.740000 sec): 3 clusters
  Score: Raw -1043373.292560 + Penalty 3007.541683 = -1040365.750877
  nChanged 99
		SP:Iteration 36Q (96055.980000 sec): 3 clusters
  Score: Raw -1043419.430168 + Penalty 3007.541683 = -1040411.888485
  nChanged 96
		SP:Iteration 37Q (96056.220000 sec): 3 clusters
  Score: Raw -1043461.961945 + Penalty 3007.541683 = -1040454.420262
  nChanged 80
		SP:Iteration 38Q (96056.420000 sec): 3 clusters
  Score: Raw -1043531.818649 + Penalty 3007.541683 = -1040524.276966
  nChanged 79
		SP:Iteration 39Q (96056.610000 sec): 3 clusters
  Score: Raw -1043593.423907 + Penalty 3007.541683 = -1040585.882224
  nChanged 101
		SP:Iteration 40F (96056.830000 sec): 3 clusters
  Score: Raw -1043672.429579 + Penalty 3007.541683 = -1040664.887896
  nChanged 87
		SP:Iteration 41Q (96057.060000 sec): 3 clusters
  Score: Raw -1043758.956355 + Penalty 3007.541683 = -1040751.414672
  nChanged 91
		SP:Iteration 42Q (96057.280000 sec): 3 clusters
  Score: Raw -1043814.744552 + Penalty 3007.541683 = -1040807.202869
  nChanged 78
		SP:Iteration 43Q (96057.430000 sec): 3 clusters
  Score: Raw -1043851.690136 + Penalty 3007.541683 = -1040844.148453
  nChanged 58
		SP:Iteration 44Q (96057.630000 sec): 3 clusters
  Score: Raw -1043873.938212 + Penalty 3007.541683 = -1040866.396529
  nChanged 55
		SP:Iteration 45Q (96057.830000 sec): 3 clusters
  Score: Raw -1043896.420601 + Penalty 3007.541683 = -1040888.878918
  nChanged 36
		SP:Iteration 46Q (96058.080000 sec): 3 clusters
  Score: Raw -1043912.346677 + Penalty 3007.541683 = -1040904.804994
  nChanged 33
		SP:Iteration 47Q (96058.250000 sec): 3 clusters
  Score: Raw -1043923.316976 + Penalty 3007.541683 = -1040915.775293
  nChanged 30
		SP:Iteration 48Q (96058.530000 sec): 3 clusters
  Score: Raw -1043931.397203 + Penalty 3007.541683 = -1040923.855520
  nChanged 18
		SP:Iteration 49Q (96058.700000 sec): 3 clusters
  Score: Raw -1043937.305765 + Penalty 3007.541683 = -1040929.764082
  nChanged 22
		SP:Iteration 50Q (96058.980000 sec): 3 clusters
  Score: Raw -1043945.584045 + Penalty 3007.541683 = -1040938.042363
  nChanged 22
		SP:Iteration 51Q (96059.230000 sec): 3 clusters
  Score: Raw -1043951.562238 + Penalty 3007.541683 = -1040944.020555
  nChanged 20
		SP:Iteration 52Q (96059.450000 sec): 3 clusters
  Score: Raw -1043959.434557 + Penalty 3007.541683 = -1040951.892874
  nChanged 18
		SP:Iteration 53Q (96059.710000 sec): 3 clusters
  Score: Raw -1043965.163487 + Penalty 3007.541683 = -1040957.621804
  nChanged 15
		SP:Iteration 54Q (96059.930000 sec): 3 clusters
  Score: Raw -1043970.769403 + Penalty 3007.541683 = -1040963.227720
  nChanged 20
		SP:Iteration 55Q (96060.130000 sec): 3 clusters
  Score: Raw -1043977.261125 + Penalty 3007.541683 = -1040969.719442
  nChanged 13
		SP:Iteration 56Q (96060.340000 sec): 3 clusters
  Score: Raw -1043981.084106 + Penalty 3007.541683 = -1040973.542423
  nChanged 11
		SP:Iteration 57Q (96060.550000 sec): 3 clusters
  Score: Raw -1043984.604576 + Penalty 3007.541683 = -1040977.062893
  nChanged 8
		SP:Iteration 58Q (96060.770000 sec): 3 clusters
  Score: Raw -1043986.180477 + Penalty 3007.541683 = -1040978.638794
  nChanged 4
		SP:Iteration 59Q (96061.010000 sec): 3 clusters
  Score: Raw -1043987.118286 + Penalty 3007.541683 = -1040979.576603
  nChanged 3
		SP:Iteration 60F (96061.210000 sec): 3 clusters
  Score: Raw -1043987.512250 + Penalty 3007.541683 = -1040979.970567
  nChanged 4
		SP:Iteration 61Q (96061.350000 sec): 3 clusters
  Score: Raw -1043988.026868 + Penalty 3007.541683 = -1040980.485185
  nChanged 2
		SP:Iteration 62Q (96061.560000 sec): 3 clusters
  Score: Raw -1043988.451237 + Penalty 3007.541683 = -1040980.909554
  nChanged 3
		SP:Iteration 63Q (96061.780000 sec): 3 clusters
  Score: Raw -1043989.481010 + Penalty 3007.541683 = -1040981.939327
  nChanged 5
		SP:Iteration 64Q (96062.010000 sec): 3 clusters
  Score: Raw -1043990.743838 + Penalty 3007.541683 = -1040983.202155
  nChanged 4
		SP:Iteration 65Q (96062.230000 sec): 3 clusters
  Score: Raw -1043991.541328 + Penalty 3007.541683 = -1040983.999645
  nChanged 1
		SP:Iteration 66Q (96062.410000 sec): 3 clusters
  Score: Raw -1043991.715287 + Penalty 3007.541683 = -1040984.173604
  nChanged 1
		SP:Iteration 67Q (96062.670000 sec): 3 clusters
  Score: Raw -1043991.779377 + Penalty 3007.541683 = -1040984.237694
  nChanged 1
		SP:Iteration 68Q (96062.820000 sec): 3 clusters
  Score: Raw -1043991.855030 + Penalty 3007.541683 = -1040984.313347
  nChanged 2
		SP:Iteration 69Q (96063.070000 sec): 3 clusters
  Score: Raw -1043992.267207 + Penalty 3007.541683 = -1040984.725524
  nChanged 1
		SP:Iteration 70Q (96063.260000 sec): 3 clusters
  Score: Raw -1043992.389143 + Penalty 3007.541683 = -1040984.847460
  nChanged 1
		SP:Iteration 71Q (96063.480000 sec): 3 clusters
  Score: Raw -1043992.484538 + Penalty 3007.541683 = -1040984.942855
  nChanged 0
		SP:Iteration 72F (96063.700000 sec): 3 clusters
  Score: Raw -1043992.484538 + Penalty 3007.541683 = -1040984.942855
  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 9.05 GB.

 Trying to split cluster 18 (10477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96063.830000 sec): 2 clusters
  Score: Raw -1177169.891007 + Penalty 1504.252369 = -1175665.638638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96064.060000 sec): 3 clusters
  Score: Raw -1171219.165703 + Penalty 3008.504739 = -1168210.660964
  nChanged 4470
		SP:Iteration 1F (96064.290000 sec): 3 clusters
  Score: Raw -1173662.385080 + Penalty 3008.504739 = -1170653.880341
  nChanged 665
		SP:Iteration 2F (96064.490000 sec): 3 clusters
  Score: Raw -1173952.370679 + Penalty 3008.504739 = -1170943.865940
  nChanged 562
		SP:Iteration 3F (96064.700000 sec): 3 clusters
  Score: Raw -1174170.790964 + Penalty 3008.504739 = -1171162.286226
  nChanged 464
		SP:Iteration 4Q (96064.890000 sec): 3 clusters
  Score: Raw -1174364.479834 + Penalty 3008.504739 = -1171355.975095
  nChanged 447
		SP:Iteration 5Q (96065.090000 sec): 3 clusters
  Score: Raw -1174569.884568 + Penalty 3008.504739 = -1171561.379830
  nChanged 416
		SP:Iteration 6Q (96065.350000 sec): 3 clusters
  Score: Raw -1174788.538534 + Penalty 3008.504739 = -1171780.033795
  nChanged 460
		SP:Iteration 7Q (96065.570000 sec): 3 clusters
  Score: Raw -1175071.781566 + Penalty 3008.504739 = -1172063.276827
  nChanged 493
		SP:Iteration 8Q (96065.750000 sec): 3 clusters
  Score: Raw -1175402.336020 + Penalty 3008.504739 = -1172393.831281
  nChanged 468
		SP:Iteration 9Q (96066.010000 sec): 3 clusters
  Score: Raw -1175669.948337 + Penalty 3008.504739 = -1172661.443598
  nChanged 381
		SP:Iteration 10Q (96066.200000 sec): 3 clusters
  Score: Raw -1175886.804886 + Penalty 3008.504739 = -1172878.300148
  nChanged 343
		SP:Iteration 11Q (96066.440000 sec): 3 clusters
  Score: Raw -1176067.117380 + Penalty 3008.504739 = -1173058.612641
  nChanged 282
		SP:Iteration 12Q (96066.650000 sec): 3 clusters
  Score: Raw -1176212.877163 + Penalty 3008.504739 = -1173204.372425
  nChanged 230
		SP:Iteration 13Q (96066.890000 sec): 3 clusters
  Score: Raw -1176321.460965 + Penalty 3008.504739 = -1173312.956226
  nChanged 175
		SP:Iteration 14Q (96067.160000 sec): 3 clusters
  Score: Raw -1176398.136557 + Penalty 3008.504739 = -1173389.631818
  nChanged 159
		SP:Iteration 15Q (96067.380000 sec): 3 clusters
  Score: Raw -1176471.920437 + Penalty 3008.504739 = -1173463.415698
  nChanged 151
		SP:Iteration 16Q (96067.580000 sec): 3 clusters
  Score: Raw -1176529.156325 + Penalty 3008.504739 = -1173520.651586
  nChanged 134
		SP:Iteration 17Q (96067.810000 sec): 3 clusters
  Score: Raw -1176579.995835 + Penalty 3008.504739 = -1173571.491096
  nChanged 121
		SP:Iteration 18Q (96068.060000 sec): 3 clusters
  Score: Raw -1176627.106866 + Penalty 3008.504739 = -1173618.602128
  nChanged 106
		SP:Iteration 19Q (96068.270000 sec): 3 clusters
  Score: Raw -1176665.860007 + Penalty 3008.504739 = -1173657.355268
  nChanged 107
		SP:Iteration 20F (96068.410000 sec): 3 clusters
  Score: Raw -1176698.939117 + Penalty 3008.504739 = -1173690.434378
  nChanged 91
		SP:Iteration 21Q (96068.620000 sec): 3 clusters
  Score: Raw -1176726.774557 + Penalty 3008.504739 = -1173718.269819
  nChanged 84
		SP:Iteration 22Q (96068.890000 sec): 3 clusters
  Score: Raw -1176750.932981 + Penalty 3008.504739 = -1173742.428242
  nChanged 84
		SP:Iteration 23Q (96069.100000 sec): 3 clusters
  Score: Raw -1176776.513211 + Penalty 3008.504739 = -1173768.008473
  nChanged 71
		SP:Iteration 24Q (96069.330000 sec): 3 clusters
  Score: Raw -1176797.854735 + Penalty 3008.504739 = -1173789.349997
  nChanged 74
		SP:Iteration 25Q (96069.560000 sec): 3 clusters
  Score: Raw -1176818.225417 + Penalty 3008.504739 = -1173809.720678
  nChanged 63
		SP:Iteration 26Q (96069.730000 sec): 3 clusters
  Score: Raw -1176836.367130 + Penalty 3008.504739 = -1173827.862391
  nChanged 63
		SP:Iteration 27Q (96069.910000 sec): 3 clusters
  Score: Raw -1176857.599241 + Penalty 3008.504739 = -1173849.094503
  nChanged 72
		SP:Iteration 28Q (96070.140000 sec): 3 clusters
  Score: Raw -1176884.049660 + Penalty 3008.504739 = -1173875.544921
  nChanged 65
		SP:Iteration 29Q (96070.420000 sec): 3 clusters
  Score: Raw -1176908.351167 + Penalty 3008.504739 = -1173899.846428
  nChanged 76
		SP:Iteration 30Q (96070.630000 sec): 3 clusters
  Score: Raw -1176934.005528 + Penalty 3008.504739 = -1173925.500789
  nChanged 70
		SP:Iteration 31Q (96070.810000 sec): 3 clusters
  Score: Raw -1176956.638321 + Penalty 3008.504739 = -1173948.133583
  nChanged 63
		SP:Iteration 32Q (96071.110000 sec): 3 clusters
  Score: Raw -1176974.735665 + Penalty 3008.504739 = -1173966.230927
  nChanged 61
		SP:Iteration 33Q (96071.300000 sec): 3 clusters
  Score: Raw -1176996.800077 + Penalty 3008.504739 = -1173988.295338
  nChanged 69
		SP:Iteration 34Q (96071.560000 sec): 3 clusters
  Score: Raw -1177019.615334 + Penalty 3008.504739 = -1174011.110595
  nChanged 68
		SP:Iteration 35Q (96071.780000 sec): 3 clusters
  Score: Raw -1177044.618647 + Penalty 3008.504739 = -1174036.113908
  nChanged 67
		SP:Iteration 36Q (96071.960000 sec): 3 clusters
  Score: Raw -1177070.251078 + Penalty 3008.504739 = -1174061.746339
  nChanged 56
		SP:Iteration 37Q (96072.190000 sec): 3 clusters
  Score: Raw -1177093.214430 + Penalty 3008.504739 = -1174084.709692
  nChanged 54
		SP:Iteration 38Q (96072.370000 sec): 3 clusters
  Score: Raw -1177111.657565 + Penalty 3008.504739 = -1174103.152827
  nChanged 38
		SP:Iteration 39Q (96072.580000 sec): 3 clusters
  Score: Raw -1177123.921250 + Penalty 3008.504739 = -1174115.416512
  nChanged 39
		SP:Iteration 40F (96072.810000 sec): 3 clusters
  Score: Raw -1177136.918594 + Penalty 3008.504739 = -1174128.413855
  nChanged 36
		SP:Iteration 41Q (96072.990000 sec): 3 clusters
  Score: Raw -1177151.150051 + Penalty 3008.504739 = -1174142.645312
  nChanged 43
		SP:Iteration 42Q (96073.200000 sec): 3 clusters
  Score: Raw -1177173.428110 + Penalty 3008.504739 = -1174164.923372
  nChanged 42
		SP:Iteration 43Q (96073.380000 sec): 3 clusters
  Score: Raw -1177191.017562 + Penalty 3008.504739 = -1174182.512824
  nChanged 37
		SP:Iteration 44Q (96073.580000 sec): 3 clusters
  Score: Raw -1177205.878346 + Penalty 3008.504739 = -1174197.373608
  nChanged 34
		SP:Iteration 45Q (96073.810000 sec): 3 clusters
  Score: Raw -1177219.104680 + Penalty 3008.504739 = -1174210.599941
  nChanged 34
		SP:Iteration 46Q (96074.030000 sec): 3 clusters
  Score: Raw -1177232.593705 + Penalty 3008.504739 = -1174224.088966
  nChanged 31
		SP:Iteration 47Q (96074.250000 sec): 3 clusters
  Score: Raw -1177246.611675 + Penalty 3008.504739 = -1174238.106937
  nChanged 27
		SP:Iteration 48Q (96074.480000 sec): 3 clusters
  Score: Raw -1177257.431237 + Penalty 3008.504739 = -1174248.926499
  nChanged 26
		SP:Iteration 49Q (96074.690000 sec): 3 clusters
  Score: Raw -1177266.870067 + Penalty 3008.504739 = -1174258.365328
  nChanged 26
		SP:Iteration 50Q (96074.890000 sec): 3 clusters
  Score: Raw -1177278.750162 + Penalty 3008.504739 = -1174270.245424
  nChanged 26
		SP:Iteration 51Q (96075.120000 sec): 3 clusters
  Score: Raw -1177292.254169 + Penalty 3008.504739 = -1174283.749430
  nChanged 31
		SP:Iteration 52Q (96075.310000 sec): 3 clusters
  Score: Raw -1177310.801364 + Penalty 3008.504739 = -1174302.296625
  nChanged 27
		SP:Iteration 53Q (96075.500000 sec): 3 clusters
  Score: Raw -1177324.295562 + Penalty 3008.504739 = -1174315.790823
  nChanged 20
		SP:Iteration 54Q (96075.750000 sec): 3 clusters
  Score: Raw -1177331.921463 + Penalty 3008.504739 = -1174323.416725
  nChanged 22
		SP:Iteration 55Q (96075.940000 sec): 3 clusters
  Score: Raw -1177343.519303 + Penalty 3008.504739 = -1174335.014564
  nChanged 19
		SP:Iteration 56Q (96076.170000 sec): 3 clusters
  Score: Raw -1177350.486741 + Penalty 3008.504739 = -1174341.982002
  nChanged 16
		SP:Iteration 57Q (96076.370000 sec): 3 clusters
  Score: Raw -1177354.811935 + Penalty 3008.504739 = -1174346.307196
  nChanged 7
		SP:Iteration 58Q (96076.590000 sec): 3 clusters
  Score: Raw -1177357.815919 + Penalty 3008.504739 = -1174349.311180
  nChanged 8
		SP:Iteration 59Q (96076.810000 sec): 3 clusters
  Score: Raw -1177361.105558 + Penalty 3008.504739 = -1174352.600819
  nChanged 8
		SP:Iteration 60F (96076.980000 sec): 3 clusters
  Score: Raw -1177364.448852 + Penalty 3008.504739 = -1174355.944113
  nChanged 4
		SP:Iteration 61Q (96077.190000 sec): 3 clusters
  Score: Raw -1177365.633333 + Penalty 3008.504739 = -1174357.128594
  nChanged 4
		SP:Iteration 62Q (96077.410000 sec): 3 clusters
  Score: Raw -1177368.049141 + Penalty 3008.504739 = -1174359.544402
  nChanged 6
		SP:Iteration 63Q (96077.640000 sec): 3 clusters
  Score: Raw -1177370.427914 + Penalty 3008.504739 = -1174361.923176
  nChanged 3
		SP:Iteration 64Q (96077.860000 sec): 3 clusters
  Score: Raw -1177371.737000 + Penalty 3008.504739 = -1174363.232262
  nChanged 2
		SP:Iteration 65Q (96078.070000 sec): 3 clusters
  Score: Raw -1177372.696417 + Penalty 3008.504739 = -1174364.191678
  nChanged 3
		SP:Iteration 66Q (96078.300000 sec): 3 clusters
  Score: Raw -1177373.517712 + Penalty 3008.504739 = -1174365.012974
  nChanged 3
		SP:Iteration 67Q (96078.510000 sec): 3 clusters
  Score: Raw -1177374.453721 + Penalty 3008.504739 = -1174365.948982
  nChanged 1
		SP:Iteration 68Q (96078.720000 sec): 3 clusters
  Score: Raw -1177375.202427 + Penalty 3008.504739 = -1174366.697689
  nChanged 1
		SP:Iteration 69Q (96078.930000 sec): 3 clusters
  Score: Raw -1177375.414039 + Penalty 3008.504739 = -1174366.909300
  nChanged 1
		SP:Iteration 70Q (96079.120000 sec): 3 clusters
  Score: Raw -1177375.570709 + Penalty 3008.504739 = -1174367.065971
  nChanged 0
		SP:Iteration 71F (96079.280000 sec): 3 clusters
  Score: Raw -1177375.570709 + Penalty 3008.504739 = -1174367.065971
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (10875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96079.410000 sec): 2 clusters
  Score: Raw -1115026.132762 + Penalty 1510.311052 = -1113515.821711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96079.660000 sec): 3 clusters
  Score: Raw -1108868.665077 + Penalty 3020.622103 = -1105848.042974
  nChanged 4740
		SP:Iteration 1F (96079.870000 sec): 3 clusters
  Score: Raw -1111647.643195 + Penalty 3020.622103 = -1108627.021092
  nChanged 741
		SP:Iteration 2F (96080.070000 sec): 3 clusters
  Score: Raw -1112110.370390 + Penalty 3020.622103 = -1109089.748287
  nChanged 695
		SP:Iteration 3F (96080.240000 sec): 3 clusters
  Score: Raw -1112605.258576 + Penalty 3020.622103 = -1109584.636473
  nChanged 713
		SP:Iteration 4F (96080.460000 sec): 3 clusters
  Score: Raw -1113144.393875 + Penalty 3020.622103 = -1110123.771772
  nChanged 672
		SP:Iteration 5F (96080.670000 sec): 3 clusters
  Score: Raw -1113599.675991 + Penalty 3020.622103 = -1110579.053887
  nChanged 615
		SP:Iteration 6F (96080.860000 sec): 3 clusters
  Score: Raw -1113994.500854 + Penalty 3020.622103 = -1110973.878751
  nChanged 524
		SP:Iteration 7Q (96081.070000 sec): 3 clusters
  Score: Raw -1114281.836679 + Penalty 3020.622103 = -1111261.214576
  nChanged 435
		SP:Iteration 8Q (96081.340000 sec): 3 clusters
  Score: Raw -1114487.366627 + Penalty 3020.622103 = -1111466.744524
  nChanged 329
		SP:Iteration 9Q (96081.630000 sec): 3 clusters
  Score: Raw -1114630.166589 + Penalty 3020.622103 = -1111609.544485
  nChanged 283
		SP:Iteration 10Q (96081.880000 sec): 3 clusters
  Score: Raw -1114751.131192 + Penalty 3020.622103 = -1111730.509089
  nChanged 257
		SP:Iteration 11Q (96082.120000 sec): 3 clusters
  Score: Raw -1114847.430564 + Penalty 3020.622103 = -1111826.808461
  nChanged 199
		SP:Iteration 12Q (96082.360000 sec): 3 clusters
  Score: Raw -1114917.884021 + Penalty 3020.622103 = -1111897.261918
  nChanged 164
		SP:Iteration 13Q (96082.610000 sec): 3 clusters
  Score: Raw -1114981.415513 + Penalty 3020.622103 = -1111960.793410
  nChanged 166
		SP:Iteration 14Q (96082.830000 sec): 3 clusters
  Score: Raw -1115051.333287 + Penalty 3020.622103 = -1112030.711184
  nChanged 164
		SP:Iteration 15Q (96083.070000 sec): 3 clusters
  Score: Raw -1115122.700111 + Penalty 3020.622103 = -1112102.078008
  nChanged 177
		SP:Iteration 16Q (96083.280000 sec): 3 clusters
  Score: Raw -1115199.520140 + Penalty 3020.622103 = -1112178.898036
  nChanged 147
		SP:Iteration 17Q (96083.510000 sec): 3 clusters
  Score: Raw -1115261.977116 + Penalty 3020.622103 = -1112241.355013
  nChanged 141
		SP:Iteration 18Q (96083.750000 sec): 3 clusters
  Score: Raw -1115314.503095 + Penalty 3020.622103 = -1112293.880992
  nChanged 127
		SP:Iteration 19Q (96083.960000 sec): 3 clusters
  Score: Raw -1115355.185399 + Penalty 3020.622103 = -1112334.563295
  nChanged 123
		SP:Iteration 20F (96084.210000 sec): 3 clusters
  Score: Raw -1115396.869686 + Penalty 3020.622103 = -1112376.247583
  nChanged 117
		SP:Iteration 21Q (96084.400000 sec): 3 clusters
  Score: Raw -1115439.178418 + Penalty 3020.622103 = -1112418.556315
  nChanged 115
		SP:Iteration 22Q (96084.660000 sec): 3 clusters
  Score: Raw -1115473.727563 + Penalty 3020.622103 = -1112453.105460
  nChanged 95
		SP:Iteration 23Q (96084.880000 sec): 3 clusters
  Score: Raw -1115503.290681 + Penalty 3020.622103 = -1112482.668578
  nChanged 90
		SP:Iteration 24Q (96085.060000 sec): 3 clusters
  Score: Raw -1115531.697242 + Penalty 3020.622103 = -1112511.075139
  nChanged 77
		SP:Iteration 25Q (96085.270000 sec): 3 clusters
  Score: Raw -1115550.787866 + Penalty 3020.622103 = -1112530.165763
  nChanged 68
		SP:Iteration 26Q (96085.500000 sec): 3 clusters
  Score: Raw -1115570.185352 + Penalty 3020.622103 = -1112549.563249
  nChanged 84
		SP:Iteration 27Q (96085.740000 sec): 3 clusters
  Score: Raw -1115595.902427 + Penalty 3020.622103 = -1112575.280324
  nChanged 76
		SP:Iteration 28Q (96085.910000 sec): 3 clusters
  Score: Raw -1115618.015141 + Penalty 3020.622103 = -1112597.393038
  nChanged 78
		SP:Iteration 29Q (96086.150000 sec): 3 clusters
  Score: Raw -1115644.821443 + Penalty 3020.622103 = -1112624.199340
  nChanged 77
		SP:Iteration 30Q (96086.360000 sec): 3 clusters
  Score: Raw -1115668.848991 + Penalty 3020.622103 = -1112648.226887
  nChanged 66
		SP:Iteration 31Q (96086.580000 sec): 3 clusters
  Score: Raw -1115696.222541 + Penalty 3020.622103 = -1112675.600438
  nChanged 63
		SP:Iteration 32Q (96086.770000 sec): 3 clusters
  Score: Raw -1115718.626436 + Penalty 3020.622103 = -1112698.004333
  nChanged 61
		SP:Iteration 33Q (96086.990000 sec): 3 clusters
  Score: Raw -1115740.008715 + Penalty 3020.622103 = -1112719.386611
  nChanged 58
		SP:Iteration 34Q (96087.190000 sec): 3 clusters
  Score: Raw -1115757.242379 + Penalty 3020.622103 = -1112736.620276
  nChanged 47
		SP:Iteration 35Q (96087.360000 sec): 3 clusters
  Score: Raw -1115773.520384 + Penalty 3020.622103 = -1112752.898281
  nChanged 46
		SP:Iteration 36Q (96087.580000 sec): 3 clusters
  Score: Raw -1115794.607980 + Penalty 3020.622103 = -1112773.985877
  nChanged 49
		SP:Iteration 37Q (96087.810000 sec): 3 clusters
  Score: Raw -1115818.191801 + Penalty 3020.622103 = -1112797.569698
  nChanged 57
		SP:Iteration 38Q (96087.990000 sec): 3 clusters
  Score: Raw -1115840.070033 + Penalty 3020.622103 = -1112819.447929
  nChanged 58
		SP:Iteration 39Q (96088.230000 sec): 3 clusters
  Score: Raw -1115858.005302 + Penalty 3020.622103 = -1112837.383199
  nChanged 44
		SP:Iteration 40F (96088.430000 sec): 3 clusters
  Score: Raw -1115872.079671 + Penalty 3020.622103 = -1112851.457568
  nChanged 31
		SP:Iteration 41Q (96088.650000 sec): 3 clusters
  Score: Raw -1115881.243833 + Penalty 3020.622103 = -1112860.621730
  nChanged 31
		SP:Iteration 42Q (96088.880000 sec): 3 clusters
  Score: Raw -1115891.841549 + Penalty 3020.622103 = -1112871.219446
  nChanged 29
		SP:Iteration 43Q (96089.140000 sec): 3 clusters
  Score: Raw -1115897.550858 + Penalty 3020.622103 = -1112876.928755
  nChanged 27
		SP:Iteration 44Q (96089.340000 sec): 3 clusters
  Score: Raw -1115903.916933 + Penalty 3020.622103 = -1112883.294830
  nChanged 19
		SP:Iteration 45Q (96089.550000 sec): 3 clusters
  Score: Raw -1115907.744719 + Penalty 3020.622103 = -1112887.122616
  nChanged 14
		SP:Iteration 46Q (96089.740000 sec): 3 clusters
  Score: Raw -1115909.857375 + Penalty 3020.622103 = -1112889.235272
  nChanged 12
		SP:Iteration 47Q (96089.960000 sec): 3 clusters
  Score: Raw -1115912.739933 + Penalty 3020.622103 = -1112892.117830
  nChanged 9
		SP:Iteration 48Q (96090.190000 sec): 3 clusters
  Score: Raw -1115915.754969 + Penalty 3020.622103 = -1112895.132866
  nChanged 6
		SP:Iteration 49Q (96090.360000 sec): 3 clusters
  Score: Raw -1115916.891455 + Penalty 3020.622103 = -1112896.269352
  nChanged 4
		SP:Iteration 50Q (96090.590000 sec): 3 clusters
  Score: Raw -1115917.754689 + Penalty 3020.622103 = -1112897.132586
  nChanged 4
		SP:Iteration 51Q (96090.810000 sec): 3 clusters
  Score: Raw -1115918.267937 + Penalty 3020.622103 = -1112897.645834
  nChanged 6
		SP:Iteration 52Q (96091.000000 sec): 3 clusters
  Score: Raw -1115918.993728 + Penalty 3020.622103 = -1112898.371625
  nChanged 4
		SP:Iteration 53Q (96091.220000 sec): 3 clusters
  Score: Raw -1115919.488948 + Penalty 3020.622103 = -1112898.866845
  nChanged 4
		SP:Iteration 54Q (96091.420000 sec): 3 clusters
  Score: Raw -1115920.123368 + Penalty 3020.622103 = -1112899.501264
  nChanged 2
		SP:Iteration 55Q (96091.680000 sec): 3 clusters
  Score: Raw -1115920.311226 + Penalty 3020.622103 = -1112899.689122
  nChanged 1
		SP:Iteration 56Q (96091.890000 sec): 3 clusters
  Score: Raw -1115920.420677 + Penalty 3020.622103 = -1112899.798574
  nChanged 1
		SP:Iteration 57Q (96092.100000 sec): 3 clusters
  Score: Raw -1115920.606438 + Penalty 3020.622103 = -1112899.984335
  nChanged 1
		SP:Iteration 58Q (96092.360000 sec): 3 clusters
  Score: Raw -1115920.732695 + Penalty 3020.622103 = -1112900.110592
  nChanged 1
		SP:Iteration 59Q (96092.570000 sec): 3 clusters
  Score: Raw -1115920.800558 + Penalty 3020.622103 = -1112900.178455
  nChanged 0
		SP:Iteration 60F (96092.790000 sec): 3 clusters
  Score: Raw -1115920.800558 + Penalty 3020.622103 = -1112900.178455
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96093.010000 sec): 2 clusters
  Score: Raw -3135004.367084 + Penalty 1666.361397 = -3133338.005687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96093.300000 sec): 3 clusters
  Score: Raw -3117458.376804 + Penalty 3332.722794 = -3114125.654010
  nChanged 13134
		SP:Iteration 1F (96093.630000 sec): 3 clusters
  Score: Raw -3124752.366147 + Penalty 3332.722794 = -3121419.643354
  nChanged 1305
		SP:Iteration 2Q (96094.000000 sec): 3 clusters
  Score: Raw -3125228.448823 + Penalty 3332.722794 = -3121895.726029
  nChanged 1299
		SP:Iteration 3Q (96094.350000 sec): 3 clusters
  Score: Raw -3125732.676163 + Penalty 3332.722794 = -3122399.953369
  nChanged 1271
		SP:Iteration 4Q (96094.700000 sec): 3 clusters
  Score: Raw -3126269.916307 + Penalty 3332.722794 = -3122937.193513
  nChanged 1338
		SP:Iteration 5Q (96095.010000 sec): 3 clusters
  Score: Raw -3126901.242730 + Penalty 3332.722794 = -3123568.519936
  nChanged 1285
		SP:Iteration 6Q (96095.350000 sec): 3 clusters
  Score: Raw -3127547.643883 + Penalty 3332.722794 = -3124214.921090
  nChanged 1358
		SP:Iteration 7Q (96095.690000 sec): 3 clusters
  Score: Raw -3128363.508178 + Penalty 3332.722794 = -3125030.785384
  nChanged 1401
		SP:Iteration 8Q (96096.030000 sec): 3 clusters
  Score: Raw -3129272.406017 + Penalty 3332.722794 = -3125939.683223
  nChanged 1365
		SP:Iteration 9Q (96096.310000 sec): 3 clusters
  Score: Raw -3130212.908582 + Penalty 3332.722794 = -3126880.185788
  nChanged 1325
		SP:Iteration 10Q (96096.670000 sec): 3 clusters
  Score: Raw -3131169.842970 + Penalty 3332.722794 = -3127837.120176
  nChanged 1213
		SP:Iteration 11Q (96097.000000 sec): 3 clusters
  Score: Raw -3131989.446268 + Penalty 3332.722794 = -3128656.723474
  nChanged 976
		SP:Iteration 12Q (96097.310000 sec): 3 clusters
  Score: Raw -3132594.071922 + Penalty 3332.722794 = -3129261.349128
  nChanged 798
		SP:Iteration 13Q (96097.580000 sec): 3 clusters
  Score: Raw -3133039.531694 + Penalty 3332.722794 = -3129706.808900
  nChanged 612
		SP:Iteration 14Q (96097.900000 sec): 3 clusters
  Score: Raw -3133338.194134 + Penalty 3332.722794 = -3130005.471340
  nChanged 529
		SP:Iteration 15Q (96098.210000 sec): 3 clusters
  Score: Raw -3133574.838368 + Penalty 3332.722794 = -3130242.115574
  nChanged 468
		SP:Iteration 16Q (96098.580000 sec): 3 clusters
  Score: Raw -3133777.545737 + Penalty 3332.722794 = -3130444.822944
  nChanged 427
		SP:Iteration 17Q (96098.920000 sec): 3 clusters
  Score: Raw -3133957.807727 + Penalty 3332.722794 = -3130625.084934
  nChanged 373
		SP:Iteration 18Q (96099.230000 sec): 3 clusters
  Score: Raw -3134108.398057 + Penalty 3332.722794 = -3130775.675264
  nChanged 331
		SP:Iteration 19Q (96099.530000 sec): 3 clusters
  Score: Raw -3134240.060908 + Penalty 3332.722794 = -3130907.338114
  nChanged 259
		SP:Iteration 20F (96099.830000 sec): 3 clusters
  Score: Raw -3134348.347771 + Penalty 3332.722794 = -3131015.624977
  nChanged 257
		SP:Iteration 21Q (96100.170000 sec): 3 clusters
  Score: Raw -3134458.873939 + Penalty 3332.722794 = -3131126.151145
  nChanged 216
		SP:Iteration 22Q (96100.430000 sec): 3 clusters
  Score: Raw -3134555.244792 + Penalty 3332.722794 = -3131222.521999
  nChanged 206
		SP:Iteration 23Q (96100.720000 sec): 3 clusters
  Score: Raw -3134650.063039 + Penalty 3332.722794 = -3131317.340245
  nChanged 189
		SP:Iteration 24Q (96101.020000 sec): 3 clusters
  Score: Raw -3134735.661380 + Penalty 3332.722794 = -3131402.938586
  nChanged 171
		SP:Iteration 25Q (96101.290000 sec): 3 clusters
  Score: Raw -3134815.353790 + Penalty 3332.722794 = -3131482.630996
  nChanged 159
		SP:Iteration 26Q (96101.540000 sec): 3 clusters
  Score: Raw -3134884.862893 + Penalty 3332.722794 = -3131552.140100
  nChanged 117
		SP:Iteration 27Q (96101.860000 sec): 3 clusters
  Score: Raw -3134940.046176 + Penalty 3332.722794 = -3131607.323382
  nChanged 99
		SP:Iteration 28Q (96102.150000 sec): 3 clusters
  Score: Raw -3134990.024859 + Penalty 3332.722794 = -3131657.302065
  nChanged 90
		SP:Iteration 29Q (96102.460000 sec): 3 clusters
  Score: Raw -3135037.600768 + Penalty 3332.722794 = -3131704.877974
  nChanged 72
		SP:Iteration 30Q (96102.760000 sec): 3 clusters
  Score: Raw -3135077.491435 + Penalty 3332.722794 = -3131744.768641
  nChanged 69
		SP:Iteration 31Q (96103.030000 sec): 3 clusters
  Score: Raw -3135112.033478 + Penalty 3332.722794 = -3131779.310684
  nChanged 54
		SP:Iteration 32Q (96103.350000 sec): 3 clusters
  Score: Raw -3135139.849461 + Penalty 3332.722794 = -3131807.126667
  nChanged 42
		SP:Iteration 33Q (96103.630000 sec): 3 clusters
  Score: Raw -3135161.802940 + Penalty 3332.722794 = -3131829.080147
  nChanged 34
		SP:Iteration 34Q (96103.910000 sec): 3 clusters
  Score: Raw -3135177.951087 + Penalty 3332.722794 = -3131845.228293
  nChanged 33
		SP:Iteration 35Q (96104.170000 sec): 3 clusters
  Score: Raw -3135194.567910 + Penalty 3332.722794 = -3131861.845116
  nChanged 28
		SP:Iteration 36Q (96104.470000 sec): 3 clusters
  Score: Raw -3135210.787471 + Penalty 3332.722794 = -3131878.064677
  nChanged 30
		SP:Iteration 37Q (96104.740000 sec): 3 clusters
  Score: Raw -3135228.732421 + Penalty 3332.722794 = -3131896.009628
  nChanged 26
		SP:Iteration 38Q (96105.000000 sec): 3 clusters
  Score: Raw -3135244.079964 + Penalty 3332.722794 = -3131911.357170
  nChanged 19
		SP:Iteration 39Q (96105.310000 sec): 3 clusters
  Score: Raw -3135253.195976 + Penalty 3332.722794 = -3131920.473182
  nChanged 16
		SP:Iteration 40F (96105.600000 sec): 3 clusters
  Score: Raw -3135260.948562 + Penalty 3332.722794 = -3131928.225768
  nChanged 14
		SP:Iteration 41Q (96105.900000 sec): 3 clusters
  Score: Raw -3135267.383406 + Penalty 3332.722794 = -3131934.660613
  nChanged 9
		SP:Iteration 42Q (96106.200000 sec): 3 clusters
  Score: Raw -3135270.863176 + Penalty 3332.722794 = -3131938.140383
  nChanged 7
		SP:Iteration 43Q (96106.520000 sec): 3 clusters
  Score: Raw -3135273.746437 + Penalty 3332.722794 = -3131941.023643
  nChanged 6
		SP:Iteration 44Q (96106.810000 sec): 3 clusters
  Score: Raw -3135275.910430 + Penalty 3332.722794 = -3131943.187637
  nChanged 2
		SP:Iteration 45Q (96107.090000 sec): 3 clusters
  Score: Raw -3135276.696552 + Penalty 3332.722794 = -3131943.973758
  nChanged 2
		SP:Iteration 46Q (96107.420000 sec): 3 clusters
  Score: Raw -3135277.754983 + Penalty 3332.722794 = -3131945.032190
  nChanged 4
		SP:Iteration 47Q (96107.680000 sec): 3 clusters
  Score: Raw -3135279.911542 + Penalty 3332.722794 = -3131947.188748
  nChanged 3
		SP:Iteration 48Q (96107.940000 sec): 3 clusters
  Score: Raw -3135281.604875 + Penalty 3332.722794 = -3131948.882081
  nChanged 7
		SP:Iteration 49Q (96108.240000 sec): 3 clusters
  Score: Raw -3135285.594987 + Penalty 3332.722794 = -3131952.872193
  nChanged 7
		SP:Iteration 50Q (96108.560000 sec): 3 clusters
  Score: Raw -3135288.899479 + Penalty 3332.722794 = -3131956.176685
  nChanged 4
		SP:Iteration 51Q (96108.840000 sec): 3 clusters
  Score: Raw -3135291.158332 + Penalty 3332.722794 = -3131958.435538
  nChanged 4
		SP:Iteration 52Q (96109.150000 sec): 3 clusters
  Score: Raw -3135292.495949 + Penalty 3332.722794 = -3131959.773155
  nChanged 4
		SP:Iteration 53Q (96109.440000 sec): 3 clusters
  Score: Raw -3135295.108664 + Penalty 3332.722794 = -3131962.385870
  nChanged 7
		SP:Iteration 54Q (96109.760000 sec): 3 clusters
  Score: Raw -3135298.216975 + Penalty 3332.722794 = -3131965.494181
  nChanged 7
		SP:Iteration 55Q (96110.090000 sec): 3 clusters
  Score: Raw -3135300.848292 + Penalty 3332.722794 = -3131968.125498
  nChanged 2
		SP:Iteration 56Q (96110.400000 sec): 3 clusters
  Score: Raw -3135302.234214 + Penalty 3332.722794 = -3131969.511421
  nChanged 3
		SP:Iteration 57Q (96110.720000 sec): 3 clusters
  Score: Raw -3135303.743984 + Penalty 3332.722794 = -3131971.021190
  nChanged 2
		SP:Iteration 58Q (96111.050000 sec): 3 clusters
  Score: Raw -3135304.700680 + Penalty 3332.722794 = -3131971.977886
  nChanged 1
		SP:Iteration 59Q (96111.340000 sec): 3 clusters
  Score: Raw -3135305.097437 + Penalty 3332.722794 = -3131972.374644
  nChanged 0
		SP:Iteration 60F (96111.700000 sec): 3 clusters
  Score: Raw -3135305.097437 + Penalty 3332.722794 = -3131972.374644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96111.800000 sec): 2 clusters
  Score: Raw -928338.550454 + Penalty 1464.432033 = -926874.118421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96112.050000 sec): 3 clusters
  Score: Raw -923764.529145 + Penalty 2928.864066 = -920835.665079
  nChanged 3496
		SP:Iteration 1F (96112.260000 sec): 3 clusters
  Score: Raw -925584.919926 + Penalty 2928.864066 = -922656.055860
  nChanged 504
		SP:Iteration 2F (96112.530000 sec): 3 clusters
  Score: Raw -925790.570262 + Penalty 2928.864066 = -922861.706196
  nChanged 363
		SP:Iteration 3Q (96112.690000 sec): 3 clusters
  Score: Raw -925953.186150 + Penalty 2928.864066 = -923024.322084
  nChanged 343
		SP:Iteration 4Q (96112.920000 sec): 3 clusters
  Score: Raw -926119.257107 + Penalty 2928.864066 = -923190.393041
  nChanged 356
		SP:Iteration 5Q (96113.120000 sec): 3 clusters
  Score: Raw -926296.865920 + Penalty 2928.864066 = -923368.001854
  nChanged 392
		SP:Iteration 6Q (96113.340000 sec): 3 clusters
  Score: Raw -926522.705839 + Penalty 2928.864066 = -923593.841773
  nChanged 440
		SP:Iteration 7F (96113.560000 sec): 3 clusters
  Score: Raw -926823.037864 + Penalty 2928.864066 = -923894.173798
  nChanged 475
		SP:Iteration 8F (96113.810000 sec): 3 clusters
  Score: Raw -927167.350244 + Penalty 2928.864066 = -924238.486178
  nChanged 456
		SP:Iteration 9F (96114.040000 sec): 3 clusters
  Score: Raw -927511.159484 + Penalty 2928.864066 = -924582.295418
  nChanged 387
		SP:Iteration 10Q (96114.220000 sec): 3 clusters
  Score: Raw -927827.794031 + Penalty 2928.864066 = -924898.929965
  nChanged 290
		SP:Iteration 11Q (96114.410000 sec): 3 clusters
  Score: Raw -928063.907124 + Penalty 2928.864066 = -925135.043058
  nChanged 206
		SP:Iteration 12Q (96114.650000 sec): 3 clusters
  Score: Raw -928227.357261 + Penalty 2928.864066 = -925298.493196
  nChanged 116
		SP:Iteration 13Q (96114.840000 sec): 3 clusters
  Score: Raw -928312.096988 + Penalty 2928.864066 = -925383.232923
  nChanged 78
		SP:Iteration 14Q (96115.050000 sec): 3 clusters
  Score: Raw -928372.399571 + Penalty 2928.864066 = -925443.535506
  nChanged 54
		SP:Iteration 15Q (96115.270000 sec): 3 clusters
  Score: Raw -928408.692821 + Penalty 2928.864066 = -925479.828755
  nChanged 31
		SP:Iteration 16Q (96115.460000 sec): 3 clusters
  Score: Raw -928434.538478 + Penalty 2928.864066 = -925505.674412
  nChanged 31
		SP:Iteration 17Q (96115.650000 sec): 3 clusters
  Score: Raw -928456.906457 + Penalty 2928.864066 = -925528.042391
  nChanged 19
		SP:Iteration 18Q (96115.870000 sec): 3 clusters
  Score: Raw -928469.537829 + Penalty 2928.864066 = -925540.673764
  nChanged 11
		SP:Iteration 19Q (96116.070000 sec): 3 clusters
  Score: Raw -928477.240497 + Penalty 2928.864066 = -925548.376431
  nChanged 14
		SP:Iteration 20F (96116.270000 sec): 3 clusters
  Score: Raw -928487.944126 + Penalty 2928.864066 = -925559.080060
  nChanged 14
		SP:Iteration 21Q (96116.500000 sec): 3 clusters
  Score: Raw -928498.736709 + Penalty 2928.864066 = -925569.872643
  nChanged 8
		SP:Iteration 22Q (96116.700000 sec): 3 clusters
  Score: Raw -928504.499632 + Penalty 2928.864066 = -925575.635566
  nChanged 6
		SP:Iteration 23Q (96116.890000 sec): 3 clusters
  Score: Raw -928507.749711 + Penalty 2928.864066 = -925578.885645
  nChanged 5
		SP:Iteration 24Q (96117.090000 sec): 3 clusters
  Score: Raw -928512.209001 + Penalty 2928.864066 = -925583.344936
  nChanged 3
		SP:Iteration 25Q (96117.310000 sec): 3 clusters
  Score: Raw -928513.637887 + Penalty 2928.864066 = -925584.773821
  nChanged 0
		SP:Iteration 26F (96117.520000 sec): 3 clusters
  Score: Raw -928513.637887 + Penalty 2928.864066 = -925584.773821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (7159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96117.670000 sec): 2 clusters
  Score: Raw -656731.502279 + Penalty 1442.370408 = -655289.131871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96117.870000 sec): 3 clusters
  Score: Raw -652951.685806 + Penalty 2884.740815 = -650066.944991
  nChanged 3157
		SP:Iteration 1F (96118.110000 sec): 3 clusters
  Score: Raw -655893.513885 + Penalty 2884.740815 = -653008.773070
  nChanged 870
		SP:Iteration 2F (96118.300000 sec): 3 clusters
  Score: Raw -657149.707509 + Penalty 2884.740815 = -654264.966694
  nChanged 746
		SP:Iteration 3F (96118.520000 sec): 3 clusters
  Score: Raw -658072.688500 + Penalty 2884.740815 = -655187.947684
  nChanged 551
		SP:Iteration 4F (96118.690000 sec): 3 clusters
  Score: Raw -658630.502463 + Penalty 2884.740815 = -655745.761648
  nChanged 396
		SP:Iteration 5F (96118.920000 sec): 3 clusters
  Score: Raw -658949.266032 + Penalty 2884.740815 = -656064.525216
  nChanged 248
		SP:Iteration 6Q (96119.120000 sec): 3 clusters
  Score: Raw -659143.237460 + Penalty 2884.740815 = -656258.496645
  nChanged 199
		SP:Iteration 7Q (96119.320000 sec): 3 clusters
  Score: Raw -659272.128117 + Penalty 2884.740815 = -656387.387301
  nChanged 148
		SP:Iteration 8Q (96119.520000 sec): 3 clusters
  Score: Raw -659385.278126 + Penalty 2884.740815 = -656500.537311
  nChanged 158
		SP:Iteration 9Q (96119.710000 sec): 3 clusters
  Score: Raw -659503.152864 + Penalty 2884.740815 = -656618.412048
  nChanged 150
		SP:Iteration 10Q (96119.910000 sec): 3 clusters
  Score: Raw -659659.547630 + Penalty 2884.740815 = -656774.806815
  nChanged 175
		SP:Iteration 11Q (96120.100000 sec): 3 clusters
  Score: Raw -659864.192046 + Penalty 2884.740815 = -656979.451230
  nChanged 185
		SP:Iteration 12Q (96120.310000 sec): 3 clusters
  Score: Raw -660009.354354 + Penalty 2884.740815 = -657124.613539
  nChanged 139
		SP:Iteration 13Q (96120.490000 sec): 3 clusters
  Score: Raw -660092.300367 + Penalty 2884.740815 = -657207.559552
  nChanged 120
		SP:Iteration 14Q (96120.680000 sec): 3 clusters
  Score: Raw -660164.580612 + Penalty 2884.740815 = -657279.839797
  nChanged 114
		SP:Iteration 15Q (96120.820000 sec): 3 clusters
  Score: Raw -660228.325452 + Penalty 2884.740815 = -657343.584637
  nChanged 95
		SP:Iteration 16Q (96121.020000 sec): 3 clusters
  Score: Raw -660282.585742 + Penalty 2884.740815 = -657397.844926
  nChanged 98
		SP:Iteration 17Q (96121.220000 sec): 3 clusters
  Score: Raw -660335.773705 + Penalty 2884.740815 = -657451.032890
  nChanged 89
		SP:Iteration 18Q (96121.460000 sec): 3 clusters
  Score: Raw -660392.506090 + Penalty 2884.740815 = -657507.765275
  nChanged 97
		SP:Iteration 19Q (96121.680000 sec): 3 clusters
  Score: Raw -660450.102432 + Penalty 2884.740815 = -657565.361617
  nChanged 92
		SP:Iteration 20F (96121.850000 sec): 3 clusters
  Score: Raw -660520.026614 + Penalty 2884.740815 = -657635.285799
  nChanged 110
		SP:Iteration 21Q (96122.040000 sec): 3 clusters
  Score: Raw -660618.079673 + Penalty 2884.740815 = -657733.338858
  nChanged 120
		SP:Iteration 22Q (96122.260000 sec): 3 clusters
  Score: Raw -660738.128118 + Penalty 2884.740815 = -657853.387303
  nChanged 140
		SP:Iteration 23Q (96122.430000 sec): 3 clusters
  Score: Raw -660870.958986 + Penalty 2884.740815 = -657986.218170
  nChanged 152
		SP:Iteration 24Q (96122.640000 sec): 3 clusters
  Score: Raw -661059.223104 + Penalty 2884.740815 = -658174.482289
  nChanged 183
		SP:Iteration 25Q (96122.810000 sec): 3 clusters
  Score: Raw -661273.737519 + Penalty 2884.740815 = -658388.996704
  nChanged 187
		SP:Iteration 26Q (96122.970000 sec): 3 clusters
  Score: Raw -661474.453609 + Penalty 2884.740815 = -658589.712794
  nChanged 176
		SP:Iteration 27Q (96123.180000 sec): 3 clusters
  Score: Raw -661657.755080 + Penalty 2884.740815 = -658773.014265
  nChanged 174
		SP:Iteration 28Q (96123.370000 sec): 3 clusters
  Score: Raw -661858.652322 + Penalty 2884.740815 = -658973.911507
  nChanged 154
		SP:Iteration 29Q (96123.600000 sec): 3 clusters
  Score: Raw -662035.957864 + Penalty 2884.740815 = -659151.217049
  nChanged 132
		SP:Iteration 30Q (96123.820000 sec): 3 clusters
  Score: Raw -662187.617459 + Penalty 2884.740815 = -659302.876644
  nChanged 101
		SP:Iteration 31Q (96124.010000 sec): 3 clusters
  Score: Raw -662272.797336 + Penalty 2884.740815 = -659388.056521
  nChanged 61
		SP:Iteration 32Q (96124.200000 sec): 3 clusters
  Score: Raw -662312.221171 + Penalty 2884.740815 = -659427.480356
  nChanged 52
		SP:Iteration 33Q (96124.400000 sec): 3 clusters
  Score: Raw -662364.038770 + Penalty 2884.740815 = -659479.297954
  nChanged 43
		SP:Iteration 34Q (96124.630000 sec): 3 clusters
  Score: Raw -662394.081170 + Penalty 2884.740815 = -659509.340355
  nChanged 36
		SP:Iteration 35Q (96124.840000 sec): 3 clusters
  Score: Raw -662420.063158 + Penalty 2884.740815 = -659535.322343
  nChanged 24
		SP:Iteration 36Q (96125.000000 sec): 3 clusters
  Score: Raw -662435.695407 + Penalty 2884.740815 = -659550.954592
  nChanged 16
		SP:Iteration 37Q (96125.190000 sec): 3 clusters
  Score: Raw -662448.050821 + Penalty 2884.740815 = -659563.310005
  nChanged 12
		SP:Iteration 38Q (96125.340000 sec): 3 clusters
  Score: Raw -662455.374284 + Penalty 2884.740815 = -659570.633469
  nChanged 5
		SP:Iteration 39Q (96125.560000 sec): 3 clusters
  Score: Raw -662456.344429 + Penalty 2884.740815 = -659571.603614
  nChanged 2
		SP:Iteration 40F (96125.760000 sec): 3 clusters
  Score: Raw -662568.129638 + Penalty 2884.740815 = -659683.388823
  nChanged 16
		SP:Iteration 41Q (96125.950000 sec): 3 clusters
  Score: Raw -662623.332637 + Penalty 2884.740815 = -659738.591822
  nChanged 20
		SP:Iteration 42Q (96126.120000 sec): 3 clusters
  Score: Raw -662631.640084 + Penalty 2884.740815 = -659746.899269
  nChanged 8
		SP:Iteration 43Q (96126.360000 sec): 3 clusters
  Score: Raw -662636.275895 + Penalty 2884.740815 = -659751.535080
  nChanged 8
		SP:Iteration 44Q (96126.560000 sec): 3 clusters
  Score: Raw -662642.795470 + Penalty 2884.740815 = -659758.054655
  nChanged 7
		SP:Iteration 45Q (96126.740000 sec): 3 clusters
  Score: Raw -662645.046451 + Penalty 2884.740815 = -659760.305636
  nChanged 7
		SP:Iteration 46Q (96126.930000 sec): 3 clusters
  Score: Raw -662649.202513 + Penalty 2884.740815 = -659764.461698
  nChanged 13
		SP:Iteration 47Q (96127.100000 sec): 3 clusters
  Score: Raw -662655.391370 + Penalty 2884.740815 = -659770.650555
  nChanged 10
		SP:Iteration 48Q (96127.270000 sec): 3 clusters
  Score: Raw -662659.926292 + Penalty 2884.740815 = -659775.185477
  nChanged 7
		SP:Iteration 49Q (96127.440000 sec): 3 clusters
  Score: Raw -662661.697526 + Penalty 2884.740815 = -659776.956710
  nChanged 2
		SP:Iteration 50Q (96127.670000 sec): 3 clusters
  Score: Raw -662661.924391 + Penalty 2884.740815 = -659777.183576
  nChanged 1
		SP:Iteration 51Q (96127.870000 sec): 3 clusters
  Score: Raw -662661.999635 + Penalty 2884.740815 = -659777.258819
  nChanged 0
		SP:Iteration 52F (96128.060000 sec): 3 clusters
  Score: Raw -662662.912440 + Penalty 2884.740815 = -659778.171625
  nChanged 2
		SP:Iteration 53Q (96128.230000 sec): 3 clusters
  Score: Raw -662674.990706 + Penalty 2884.740815 = -659790.249890
  nChanged 5
		SP:Iteration 54Q (96128.460000 sec): 3 clusters
  Score: Raw -662684.594251 + Penalty 2884.740815 = -659799.853436
  nChanged 8
		SP:Iteration 55Q (96128.640000 sec): 3 clusters
  Score: Raw -662710.747633 + Penalty 2884.740815 = -659826.006818
  nChanged 3
		SP:Iteration 56Q (96128.820000 sec): 3 clusters
  Score: Raw -662715.093563 + Penalty 2884.740815 = -659830.352747
  nChanged 4
		SP:Iteration 57Q (96129.040000 sec): 3 clusters
  Score: Raw -662717.291421 + Penalty 2884.740815 = -659832.550605
  nChanged 2
		SP:Iteration 58Q (96129.250000 sec): 3 clusters
  Score: Raw -662718.015551 + Penalty 2884.740815 = -659833.274736
  nChanged 1
		SP:Iteration 59Q (96129.380000 sec): 3 clusters
  Score: Raw -662718.132504 + Penalty 2884.740815 = -659833.391689
  nChanged 0
		SP:Iteration 60F (96129.560000 sec): 3 clusters
  Score: Raw -662718.132504 + Penalty 2884.740815 = -659833.391689
  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 9.05 GB.

 Trying to split cluster 23 (17449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96129.790000 sec): 2 clusters
  Score: Raw -1772573.992609 + Penalty 1587.143613 = -1770986.848995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96130.060000 sec): 3 clusters
  Score: Raw -1762210.673649 + Penalty 3174.287226 = -1759036.386423
  nChanged 7762
		SP:Iteration 1F (96130.320000 sec): 3 clusters
  Score: Raw -1766713.136345 + Penalty 3174.287226 = -1763538.849119
  nChanged 1194
		SP:Iteration 2F (96130.560000 sec): 3 clusters
  Score: Raw -1767491.833588 + Penalty 3174.287226 = -1764317.546361
  nChanged 1290
		SP:Iteration 3F (96130.820000 sec): 3 clusters
  Score: Raw -1768422.534114 + Penalty 3174.287226 = -1765248.246888
  nChanged 1264
		SP:Iteration 4F (96131.140000 sec): 3 clusters
  Score: Raw -1769348.634562 + Penalty 3174.287226 = -1766174.347336
  nChanged 1148
		SP:Iteration 5F (96131.380000 sec): 3 clusters
  Score: Raw -1770094.202679 + Penalty 3174.287226 = -1766919.915453
  nChanged 956
		SP:Iteration 6F (96131.610000 sec): 3 clusters
  Score: Raw -1770588.982892 + Penalty 3174.287226 = -1767414.695666
  nChanged 732
		SP:Iteration 7Q (96131.910000 sec): 3 clusters
  Score: Raw -1770912.986735 + Penalty 3174.287226 = -1767738.699509
  nChanged 557
		SP:Iteration 8Q (96132.180000 sec): 3 clusters
  Score: Raw -1771125.530500 + Penalty 3174.287226 = -1767951.243273
  nChanged 452
		SP:Iteration 9Q (96132.490000 sec): 3 clusters
  Score: Raw -1771289.984595 + Penalty 3174.287226 = -1768115.697368
  nChanged 384
		SP:Iteration 10Q (96132.750000 sec): 3 clusters
  Score: Raw -1771437.517997 + Penalty 3174.287226 = -1768263.230771
  nChanged 371
		SP:Iteration 11Q (96133.020000 sec): 3 clusters
  Score: Raw -1771569.045385 + Penalty 3174.287226 = -1768394.758159
  nChanged 317
		SP:Iteration 12Q (96133.290000 sec): 3 clusters
  Score: Raw -1771690.825697 + Penalty 3174.287226 = -1768516.538471
  nChanged 329
		SP:Iteration 13Q (96133.570000 sec): 3 clusters
  Score: Raw -1771821.050026 + Penalty 3174.287226 = -1768646.762800
  nChanged 332
		SP:Iteration 14Q (96133.830000 sec): 3 clusters
  Score: Raw -1771940.205275 + Penalty 3174.287226 = -1768765.918049
  nChanged 287
		SP:Iteration 15Q (96134.040000 sec): 3 clusters
  Score: Raw -1772021.132835 + Penalty 3174.287226 = -1768846.845608
  nChanged 228
		SP:Iteration 16Q (96134.290000 sec): 3 clusters
  Score: Raw -1772072.944044 + Penalty 3174.287226 = -1768898.656817
  nChanged 190
		SP:Iteration 17Q (96134.580000 sec): 3 clusters
  Score: Raw -1772110.931231 + Penalty 3174.287226 = -1768936.644005
  nChanged 156
		SP:Iteration 18Q (96134.890000 sec): 3 clusters
  Score: Raw -1772138.233176 + Penalty 3174.287226 = -1768963.945950
  nChanged 124
		SP:Iteration 19Q (96135.170000 sec): 3 clusters
  Score: Raw -1772158.495884 + Penalty 3174.287226 = -1768984.208657
  nChanged 116
		SP:Iteration 20F (96135.380000 sec): 3 clusters
  Score: Raw -1772177.859216 + Penalty 3174.287226 = -1769003.571990
  nChanged 99
		SP:Iteration 21Q (96135.680000 sec): 3 clusters
  Score: Raw -1772191.341478 + Penalty 3174.287226 = -1769017.054252
  nChanged 84
		SP:Iteration 22Q (96135.910000 sec): 3 clusters
  Score: Raw -1772204.062251 + Penalty 3174.287226 = -1769029.775025
  nChanged 87
		SP:Iteration 23Q (96136.160000 sec): 3 clusters
  Score: Raw -1772217.553686 + Penalty 3174.287226 = -1769043.266460
  nChanged 91
		SP:Iteration 24Q (96136.470000 sec): 3 clusters
  Score: Raw -1772231.871947 + Penalty 3174.287226 = -1769057.584720
  nChanged 86
		SP:Iteration 25Q (96136.730000 sec): 3 clusters
  Score: Raw -1772244.586052 + Penalty 3174.287226 = -1769070.298825
  nChanged 87
		SP:Iteration 26Q (96136.980000 sec): 3 clusters
  Score: Raw -1772256.576587 + Penalty 3174.287226 = -1769082.289360
  nChanged 86
		SP:Iteration 27Q (96137.260000 sec): 3 clusters
  Score: Raw -1772268.665917 + Penalty 3174.287226 = -1769094.378691
  nChanged 76
		SP:Iteration 28Q (96137.460000 sec): 3 clusters
  Score: Raw -1772280.074150 + Penalty 3174.287226 = -1769105.786924
  nChanged 81
		SP:Iteration 29Q (96137.710000 sec): 3 clusters
  Score: Raw -1772290.934799 + Penalty 3174.287226 = -1769116.647572
  nChanged 78
		SP:Iteration 30Q (96137.990000 sec): 3 clusters
  Score: Raw -1772301.343298 + Penalty 3174.287226 = -1769127.056072
  nChanged 70
		SP:Iteration 31Q (96138.270000 sec): 3 clusters
  Score: Raw -1772308.362264 + Penalty 3174.287226 = -1769134.075038
  nChanged 70
		SP:Iteration 32Q (96138.490000 sec): 3 clusters
  Score: Raw -1772316.444900 + Penalty 3174.287226 = -1769142.157674
  nChanged 79
		SP:Iteration 33Q (96138.760000 sec): 3 clusters
  Score: Raw -1772325.505476 + Penalty 3174.287226 = -1769151.218250
  nChanged 69
		SP:Iteration 34Q (96139.010000 sec): 3 clusters
  Score: Raw -1772335.426944 + Penalty 3174.287226 = -1769161.139717
  nChanged 73
		SP:Iteration 35Q (96139.270000 sec): 3 clusters
  Score: Raw -1772346.488905 + Penalty 3174.287226 = -1769172.201679
  nChanged 77
		SP:Iteration 36Q (96139.550000 sec): 3 clusters
  Score: Raw -1772359.853254 + Penalty 3174.287226 = -1769185.566028
  nChanged 100
		SP:Iteration 37Q (96139.790000 sec): 3 clusters
  Score: Raw -1772376.374018 + Penalty 3174.287226 = -1769202.086792
  nChanged 94
		SP:Iteration 38Q (96140.110000 sec): 3 clusters
  Score: Raw -1772393.024092 + Penalty 3174.287226 = -1769218.736866
  nChanged 94
		SP:Iteration 39Q (96140.330000 sec): 3 clusters
  Score: Raw -1772411.128677 + Penalty 3174.287226 = -1769236.841451
  nChanged 128
		SP:Iteration 40F (96140.620000 sec): 3 clusters
  Score: Raw -1772435.835652 + Penalty 3174.287226 = -1769261.548426
  nChanged 138
		SP:Iteration 41Q (96140.860000 sec): 3 clusters
  Score: Raw -1772465.576734 + Penalty 3174.287226 = -1769291.289508
  nChanged 152
		SP:Iteration 42Q (96141.110000 sec): 3 clusters
  Score: Raw -1772503.681558 + Penalty 3174.287226 = -1769329.394332
  nChanged 170
		SP:Iteration 43Q (96141.370000 sec): 3 clusters
  Score: Raw -1772548.549628 + Penalty 3174.287226 = -1769374.262401
  nChanged 180
		SP:Iteration 44Q (96141.640000 sec): 3 clusters
  Score: Raw -1772592.224625 + Penalty 3174.287226 = -1769417.937398
  nChanged 170
		SP:Iteration 45Q (96141.890000 sec): 3 clusters
  Score: Raw -1772635.701793 + Penalty 3174.287226 = -1769461.414567
  nChanged 175
		SP:Iteration 46Q (96142.160000 sec): 3 clusters
  Score: Raw -1772680.061446 + Penalty 3174.287226 = -1769505.774220
  nChanged 196
		SP:Iteration 47Q (96142.440000 sec): 3 clusters
  Score: Raw -1772734.823198 + Penalty 3174.287226 = -1769560.535971
  nChanged 198
		SP:Iteration 48Q (96142.720000 sec): 3 clusters
  Score: Raw -1772794.310197 + Penalty 3174.287226 = -1769620.022970
  nChanged 209
		SP:Iteration 49Q (96142.970000 sec): 3 clusters
  Score: Raw -1772881.520159 + Penalty 3174.287226 = -1769707.232933
  nChanged 279
		SP:Iteration 50Q (96143.200000 sec): 3 clusters
  Score: Raw -1773013.620265 + Penalty 3174.287226 = -1769839.333039
  nChanged 268
		SP:Iteration 51Q (96143.460000 sec): 3 clusters
  Score: Raw -1773137.943062 + Penalty 3174.287226 = -1769963.655836
  nChanged 265
		SP:Iteration 52Q (96143.740000 sec): 3 clusters
  Score: Raw -1773245.567922 + Penalty 3174.287226 = -1770071.280696
  nChanged 248
		SP:Iteration 53Q (96144.040000 sec): 3 clusters
  Score: Raw -1773337.794176 + Penalty 3174.287226 = -1770163.506949
  nChanged 225
		SP:Iteration 54Q (96144.240000 sec): 3 clusters
  Score: Raw -1773409.871314 + Penalty 3174.287226 = -1770235.584088
  nChanged 195
		SP:Iteration 55Q (96144.510000 sec): 3 clusters
  Score: Raw -1773468.385325 + Penalty 3174.287226 = -1770294.098099
  nChanged 184
		SP:Iteration 56Q (96144.750000 sec): 3 clusters
  Score: Raw -1773518.842996 + Penalty 3174.287226 = -1770344.555770
  nChanged 163
		SP:Iteration 57Q (96144.990000 sec): 3 clusters
  Score: Raw -1773563.563917 + Penalty 3174.287226 = -1770389.276690
  nChanged 160
		SP:Iteration 58Q (96145.270000 sec): 3 clusters
  Score: Raw -1773602.153898 + Penalty 3174.287226 = -1770427.866671
  nChanged 145
		SP:Iteration 59Q (96145.470000 sec): 3 clusters
  Score: Raw -1773637.818160 + Penalty 3174.287226 = -1770463.530934
  nChanged 155
		SP:Iteration 60F (96145.700000 sec): 3 clusters
  Score: Raw -1773678.437086 + Penalty 3174.287226 = -1770504.149860
  nChanged 142
		SP:Iteration 61Q (96145.980000 sec): 3 clusters
  Score: Raw -1773711.672027 + Penalty 3174.287226 = -1770537.384801
  nChanged 128
		SP:Iteration 62Q (96146.190000 sec): 3 clusters
  Score: Raw -1773736.433190 + Penalty 3174.287226 = -1770562.145964
  nChanged 108
		SP:Iteration 63Q (96146.510000 sec): 3 clusters
  Score: Raw -1773756.250680 + Penalty 3174.287226 = -1770581.963454
  nChanged 102
		SP:Iteration 64Q (96146.770000 sec): 3 clusters
  Score: Raw -1773773.541420 + Penalty 3174.287226 = -1770599.254194
  nChanged 77
		SP:Iteration 65Q (96146.970000 sec): 3 clusters
  Score: Raw -1773787.271404 + Penalty 3174.287226 = -1770612.984178
  nChanged 93
		SP:Iteration 66Q (96147.230000 sec): 3 clusters
  Score: Raw -1773804.729068 + Penalty 3174.287226 = -1770630.441842
  nChanged 95
		SP:Iteration 67Q (96147.490000 sec): 3 clusters
  Score: Raw -1773821.368419 + Penalty 3174.287226 = -1770647.081193
  nChanged 76
		SP:Iteration 68Q (96147.770000 sec): 3 clusters
  Score: Raw -1773835.231810 + Penalty 3174.287226 = -1770660.944584
  nChanged 83
		SP:Iteration 69Q (96148.030000 sec): 3 clusters
  Score: Raw -1773852.093234 + Penalty 3174.287226 = -1770677.806007
  nChanged 104
		SP:Iteration 70Q (96148.290000 sec): 3 clusters
  Score: Raw -1773871.175811 + Penalty 3174.287226 = -1770696.888585
  nChanged 94
		SP:Iteration 71Q (96148.610000 sec): 3 clusters
  Score: Raw -1773887.456101 + Penalty 3174.287226 = -1770713.168875
  nChanged 103
		SP:Iteration 72Q (96148.800000 sec): 3 clusters
  Score: Raw -1773906.093216 + Penalty 3174.287226 = -1770731.805990
  nChanged 92
		SP:Iteration 73Q (96149.080000 sec): 3 clusters
  Score: Raw -1773921.444425 + Penalty 3174.287226 = -1770747.157199
  nChanged 81
		SP:Iteration 74Q (96149.350000 sec): 3 clusters
  Score: Raw -1773937.278634 + Penalty 3174.287226 = -1770762.991408
  nChanged 69
		SP:Iteration 75Q (96149.590000 sec): 3 clusters
  Score: Raw -1773950.899932 + Penalty 3174.287226 = -1770776.612705
  nChanged 76
		SP:Iteration 76Q (96149.930000 sec): 3 clusters
  Score: Raw -1773965.359288 + Penalty 3174.287226 = -1770791.072062
  nChanged 74
		SP:Iteration 77Q (96150.180000 sec): 3 clusters
  Score: Raw -1773979.016537 + Penalty 3174.287226 = -1770804.729311
  nChanged 78
		SP:Iteration 78Q (96150.500000 sec): 3 clusters
  Score: Raw -1773992.208515 + Penalty 3174.287226 = -1770817.921289
  nChanged 79
		SP:Iteration 79Q (96150.770000 sec): 3 clusters
  Score: Raw -1774006.080597 + Penalty 3174.287226 = -1770831.793371
  nChanged 62
		SP:Iteration 80F (96151.030000 sec): 3 clusters
  Score: Raw -1774015.934940 + Penalty 3174.287226 = -1770841.647714
  nChanged 64
		SP:Iteration 81Q (96151.290000 sec): 3 clusters
  Score: Raw -1774026.890103 + Penalty 3174.287226 = -1770852.602877
  nChanged 68
		SP:Iteration 82Q (96151.550000 sec): 3 clusters
  Score: Raw -1774039.525138 + Penalty 3174.287226 = -1770865.237912
  nChanged 73
		SP:Iteration 83Q (96151.820000 sec): 3 clusters
  Score: Raw -1774052.887220 + Penalty 3174.287226 = -1770878.599993
  nChanged 78
		SP:Iteration 84Q (96152.090000 sec): 3 clusters
  Score: Raw -1774068.049728 + Penalty 3174.287226 = -1770893.762501
  nChanged 79
		SP:Iteration 85Q (96152.350000 sec): 3 clusters
  Score: Raw -1774081.544669 + Penalty 3174.287226 = -1770907.257443
  nChanged 64
		SP:Iteration 86Q (96152.600000 sec): 3 clusters
  Score: Raw -1774093.341690 + Penalty 3174.287226 = -1770919.054463
  nChanged 53
		SP:Iteration 87Q (96152.940000 sec): 3 clusters
  Score: Raw -1774101.810082 + Penalty 3174.287226 = -1770927.522856
  nChanged 58
		SP:Iteration 88Q (96153.210000 sec): 3 clusters
  Score: Raw -1774112.185639 + Penalty 3174.287226 = -1770937.898412
  nChanged 56
		SP:Iteration 89Q (96153.490000 sec): 3 clusters
  Score: Raw -1774121.172240 + Penalty 3174.287226 = -1770946.885013
  nChanged 51
		SP:Iteration 90Q (96153.730000 sec): 3 clusters
  Score: Raw -1774129.436281 + Penalty 3174.287226 = -1770955.149054
  nChanged 42
		SP:Iteration 91Q (96154.020000 sec): 3 clusters
  Score: Raw -1774136.574160 + Penalty 3174.287226 = -1770962.286934
  nChanged 52
		SP:Iteration 92Q (96154.260000 sec): 3 clusters
  Score: Raw -1774144.756235 + Penalty 3174.287226 = -1770970.469009
  nChanged 38
		SP:Iteration 93Q (96154.560000 sec): 3 clusters
  Score: Raw -1774150.893337 + Penalty 3174.287226 = -1770976.606110
  nChanged 35
		SP:Iteration 94Q (96154.760000 sec): 3 clusters
  Score: Raw -1774155.871265 + Penalty 3174.287226 = -1770981.584039
  nChanged 32
		SP:Iteration 95Q (96155.020000 sec): 3 clusters
  Score: Raw -1774160.831191 + Penalty 3174.287226 = -1770986.543965
  nChanged 33
		SP:Iteration 96Q (96155.260000 sec): 3 clusters
  Score: Raw -1774165.901229 + Penalty 3174.287226 = -1770991.614003
  nChanged 32
		SP:Iteration 97Q (96155.500000 sec): 3 clusters
  Score: Raw -1774169.768689 + Penalty 3174.287226 = -1770995.481463
  nChanged 21
		SP:Iteration 98Q (96155.730000 sec): 3 clusters
  Score: Raw -1774171.644701 + Penalty 3174.287226 = -1770997.357475
  nChanged 10
		SP:Iteration 99Q (96155.970000 sec): 3 clusters
  Score: Raw -1774172.753344 + Penalty 3174.287226 = -1770998.466118
  nChanged 14
		SP:Iteration 100F (96156.270000 sec): 3 clusters
  Score: Raw -1774174.822810 + Penalty 3174.287226 = -1771000.535584
  nChanged 20
		SP:Iteration 101Q (96156.460000 sec): 3 clusters
  Score: Raw -1774178.393164 + Penalty 3174.287226 = -1771004.105937
  nChanged 28
		SP:Iteration 102Q (96156.710000 sec): 3 clusters
  Score: Raw -1774183.427042 + Penalty 3174.287226 = -1771009.139816
  nChanged 22
		SP:Iteration 103Q (96156.900000 sec): 3 clusters
  Score: Raw -1774187.864512 + Penalty 3174.287226 = -1771013.577286
  nChanged 17
		SP:Iteration 104Q (96157.170000 sec): 3 clusters
  Score: Raw -1774190.127882 + Penalty 3174.287226 = -1771015.840655
  nChanged 16
		SP:Iteration 105Q (96157.410000 sec): 3 clusters
  Score: Raw -1774191.588067 + Penalty 3174.287226 = -1771017.300841
  nChanged 12
		SP:Iteration 106Q (96157.640000 sec): 3 clusters
  Score: Raw -1774192.963337 + Penalty 3174.287226 = -1771018.676110
  nChanged 13
		SP:Iteration 107Q (96157.920000 sec): 3 clusters
  Score: Raw -1774194.865369 + Penalty 3174.287226 = -1771020.578143
  nChanged 14
		SP:Iteration 108Q (96158.220000 sec): 3 clusters
  Score: Raw -1774196.188675 + Penalty 3174.287226 = -1771021.901449
  nChanged 12
		SP:Iteration 109Q (96158.440000 sec): 3 clusters
  Score: Raw -1774197.527842 + Penalty 3174.287226 = -1771023.240615
  nChanged 11
		SP:Iteration 110Q (96158.660000 sec): 3 clusters
  Score: Raw -1774198.709807 + Penalty 3174.287226 = -1771024.422580
  nChanged 10
		SP:Iteration 111Q (96158.920000 sec): 3 clusters
  Score: Raw -1774201.601582 + Penalty 3174.287226 = -1771027.314356
  nChanged 9
		SP:Iteration 112Q (96159.180000 sec): 3 clusters
  Score: Raw -1774202.834353 + Penalty 3174.287226 = -1771028.547127
  nChanged 15
		SP:Iteration 113Q (96159.430000 sec): 3 clusters
  Score: Raw -1774204.363243 + Penalty 3174.287226 = -1771030.076017
  nChanged 11
		SP:Iteration 114Q (96159.730000 sec): 3 clusters
  Score: Raw -1774206.393740 + Penalty 3174.287226 = -1771032.106514
  nChanged 15
		SP:Iteration 115Q (96160.030000 sec): 3 clusters
  Score: Raw -1774208.523424 + Penalty 3174.287226 = -1771034.236198
  nChanged 11
		SP:Iteration 116Q (96160.290000 sec): 3 clusters
  Score: Raw -1774210.556955 + Penalty 3174.287226 = -1771036.269729
  nChanged 11
		SP:Iteration 117Q (96160.490000 sec): 3 clusters
  Score: Raw -1774212.123086 + Penalty 3174.287226 = -1771037.835859
  nChanged 14
		SP:Iteration 118Q (96160.720000 sec): 3 clusters
  Score: Raw -1774214.716737 + Penalty 3174.287226 = -1771040.429511
  nChanged 9
		SP:Iteration 119Q (96160.940000 sec): 3 clusters
  Score: Raw -1774215.488880 + Penalty 3174.287226 = -1771041.201654
  nChanged 10
		SP:Iteration 120F (96161.230000 sec): 3 clusters
  Score: Raw -1774217.257441 + Penalty 3174.287226 = -1771042.970214
  nChanged 12
		SP:Iteration 121Q (96161.460000 sec): 3 clusters
  Score: Raw -1774219.055895 + Penalty 3174.287226 = -1771044.768669
  nChanged 13
		SP:Iteration 122Q (96161.740000 sec): 3 clusters
  Score: Raw -1774220.226462 + Penalty 3174.287226 = -1771045.939235
  nChanged 10
		SP:Iteration 123Q (96162.020000 sec): 3 clusters
  Score: Raw -1774221.248471 + Penalty 3174.287226 = -1771046.961244
  nChanged 6
		SP:Iteration 124Q (96162.280000 sec): 3 clusters
  Score: Raw -1774222.032195 + Penalty 3174.287226 = -1771047.744969
  nChanged 6
		SP:Iteration 125Q (96162.530000 sec): 3 clusters
  Score: Raw -1774222.911986 + Penalty 3174.287226 = -1771048.624760
  nChanged 6
		SP:Iteration 126Q (96162.740000 sec): 3 clusters
  Score: Raw -1774223.696270 + Penalty 3174.287226 = -1771049.409043
  nChanged 9
		SP:Iteration 127Q (96162.990000 sec): 3 clusters
  Score: Raw -1774225.149517 + Penalty 3174.287226 = -1771050.862290
  nChanged 6
		SP:Iteration 128Q (96163.260000 sec): 3 clusters
  Score: Raw -1774226.045900 + Penalty 3174.287226 = -1771051.758674
  nChanged 12
		SP:Iteration 129Q (96163.500000 sec): 3 clusters
  Score: Raw -1774227.427822 + Penalty 3174.287226 = -1771053.140596
  nChanged 7
		SP:Iteration 130Q (96163.750000 sec): 3 clusters
  Score: Raw -1774228.163793 + Penalty 3174.287226 = -1771053.876566
  nChanged 7
		SP:Iteration 131Q (96164.030000 sec): 3 clusters
  Score: Raw -1774229.133603 + Penalty 3174.287226 = -1771054.846377
  nChanged 8
		SP:Iteration 132Q (96164.310000 sec): 3 clusters
  Score: Raw -1774229.993103 + Penalty 3174.287226 = -1771055.705877
  nChanged 5
		SP:Iteration 133Q (96164.560000 sec): 3 clusters
  Score: Raw -1774230.436506 + Penalty 3174.287226 = -1771056.149279
  nChanged 6
		SP:Iteration 134Q (96164.810000 sec): 3 clusters
  Score: Raw -1774230.929528 + Penalty 3174.287226 = -1771056.642302
  nChanged 4
		SP:Iteration 135Q (96165.070000 sec): 3 clusters
  Score: Raw -1774231.376881 + Penalty 3174.287226 = -1771057.089654
  nChanged 3
		SP:Iteration 136Q (96165.370000 sec): 3 clusters
  Score: Raw -1774231.649690 + Penalty 3174.287226 = -1771057.362463
  nChanged 2
		SP:Iteration 137Q (96165.640000 sec): 3 clusters
  Score: Raw -1774231.807787 + Penalty 3174.287226 = -1771057.520561
  nChanged 1
		SP:Iteration 138Q (96165.930000 sec): 3 clusters
  Score: Raw -1774231.848252 + Penalty 3174.287226 = -1771057.561025
  nChanged 0
		SP:Iteration 139F (96166.240000 sec): 3 clusters
  Score: Raw -1774231.848252 + Penalty 3174.287226 = -1771057.561025
  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 9.05 GB.

 Trying to split cluster 24 (58630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96166.690000 sec): 2 clusters
  Score: Raw -6483362.445940 + Penalty 1784.087791 = -6481578.358149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96167.270000 sec): 3 clusters
  Score: Raw -6445978.243337 + Penalty 3568.175582 = -6442410.067755
  nChanged 27597
		SP:Iteration 1F (96167.810000 sec): 3 clusters
  Score: Raw -6461847.534056 + Penalty 3568.175582 = -6458279.358474
  nChanged 2635
		SP:Iteration 2Q (96168.360000 sec): 3 clusters
  Score: Raw -6462849.660164 + Penalty 3568.175582 = -6459281.484582
  nChanged 3250
		SP:Iteration 3F (96168.900000 sec): 3 clusters
  Score: Raw -6464487.252599 + Penalty 3568.175582 = -6460919.077018
  nChanged 3921
		SP:Iteration 4F (96169.430000 sec): 3 clusters
  Score: Raw -6466978.987286 + Penalty 3568.175582 = -6463410.811705
  nChanged 4551
		SP:Iteration 5F (96169.910000 sec): 3 clusters
  Score: Raw -6470392.849759 + Penalty 3568.175582 = -6466824.674178
  nChanged 4509
		SP:Iteration 6F (96170.360000 sec): 3 clusters
  Score: Raw -6474123.667009 + Penalty 3568.175582 = -6470555.491427
  nChanged 3714
		SP:Iteration 7F (96170.830000 sec): 3 clusters
  Score: Raw -6477318.029705 + Penalty 3568.175582 = -6473749.854123
  nChanged 2698
		SP:Iteration 8Q (96171.260000 sec): 3 clusters
  Score: Raw -6479793.974776 + Penalty 3568.175582 = -6476225.799194
  nChanged 1675
		SP:Iteration 9Q (96171.740000 sec): 3 clusters
  Score: Raw -6481461.852443 + Penalty 3568.175582 = -6477893.676861
  nChanged 1104
		SP:Iteration 10Q (96172.230000 sec): 3 clusters
  Score: Raw -6482628.266144 + Penalty 3568.175582 = -6479060.090562
  nChanged 844
		SP:Iteration 11Q (96172.700000 sec): 3 clusters
  Score: Raw -6483450.138401 + Penalty 3568.175582 = -6479881.962819
  nChanged 595
		SP:Iteration 12Q (96173.180000 sec): 3 clusters
  Score: Raw -6484036.036880 + Penalty 3568.175582 = -6480467.861298
  nChanged 446
		SP:Iteration 13Q (96173.680000 sec): 3 clusters
  Score: Raw -6484391.501031 + Penalty 3568.175582 = -6480823.325449
  nChanged 330
		SP:Iteration 14Q (96174.160000 sec): 3 clusters
  Score: Raw -6484579.022926 + Penalty 3568.175582 = -6481010.847344
  nChanged 233
		SP:Iteration 15Q (96174.680000 sec): 3 clusters
  Score: Raw -6484672.877723 + Penalty 3568.175582 = -6481104.702142
  nChanged 165
		SP:Iteration 16Q (96175.180000 sec): 3 clusters
  Score: Raw -6484719.334162 + Penalty 3568.175582 = -6481151.158581
  nChanged 113
		SP:Iteration 17Q (96175.700000 sec): 3 clusters
  Score: Raw -6484744.322741 + Penalty 3568.175582 = -6481176.147159
  nChanged 76
		SP:Iteration 18Q (96176.160000 sec): 3 clusters
  Score: Raw -6484757.087419 + Penalty 3568.175582 = -6481188.911837
  nChanged 59
		SP:Iteration 19Q (96176.690000 sec): 3 clusters
  Score: Raw -6484768.171287 + Penalty 3568.175582 = -6481199.995705
  nChanged 64
		SP:Iteration 20F (96177.220000 sec): 3 clusters
  Score: Raw -6484776.382759 + Penalty 3568.175582 = -6481208.207177
  nChanged 40
		SP:Iteration 21Q (96177.690000 sec): 3 clusters
  Score: Raw -6484781.695751 + Penalty 3568.175582 = -6481213.520169
  nChanged 38
		SP:Iteration 22Q (96178.130000 sec): 3 clusters
  Score: Raw -6484787.139329 + Penalty 3568.175582 = -6481218.963747
  nChanged 30
		SP:Iteration 23Q (96178.620000 sec): 3 clusters
  Score: Raw -6484790.289630 + Penalty 3568.175582 = -6481222.114048
  nChanged 23
		SP:Iteration 24Q (96179.140000 sec): 3 clusters
  Score: Raw -6484792.749048 + Penalty 3568.175582 = -6481224.573466
  nChanged 16
		SP:Iteration 25Q (96179.630000 sec): 3 clusters
  Score: Raw -6484793.831751 + Penalty 3568.175582 = -6481225.656169
  nChanged 9
		SP:Iteration 26Q (96180.080000 sec): 3 clusters
  Score: Raw -6484794.675033 + Penalty 3568.175582 = -6481226.499451
  nChanged 8
		SP:Iteration 27Q (96180.570000 sec): 3 clusters
  Score: Raw -6484795.266763 + Penalty 3568.175582 = -6481227.091181
  nChanged 5
		SP:Iteration 28Q (96181.030000 sec): 3 clusters
  Score: Raw -6484795.785776 + Penalty 3568.175582 = -6481227.610195
  nChanged 3
		SP:Iteration 29Q (96181.480000 sec): 3 clusters
  Score: Raw -6484796.222630 + Penalty 3568.175582 = -6481228.047049
  nChanged 7
		SP:Iteration 30Q (96181.940000 sec): 3 clusters
  Score: Raw -6484796.801735 + Penalty 3568.175582 = -6481228.626153
  nChanged 8
		SP:Iteration 31Q (96182.400000 sec): 3 clusters
  Score: Raw -6484797.265625 + Penalty 3568.175582 = -6481229.090043
  nChanged 3
		SP:Iteration 32Q (96182.900000 sec): 3 clusters
  Score: Raw -6484797.438583 + Penalty 3568.175582 = -6481229.263001
  nChanged 2
		SP:Iteration 33Q (96183.350000 sec): 3 clusters
  Score: Raw -6484797.503194 + Penalty 3568.175582 = -6481229.327612
  nChanged 0
		SP:Iteration 34F (96183.870000 sec): 3 clusters
  Score: Raw -6484797.503194 + Penalty 3568.175582 = -6481229.327612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (1037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96184.010000 sec): 2 clusters
  Score: Raw -91890.794564 + Penalty 1128.414171 = -90762.380393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96184.230000 sec): 3 clusters
  Score: Raw -91751.017475 + Penalty 2256.828343 = -89494.189132
  nChanged 378
		SP:Iteration 1F (96184.370000 sec): 3 clusters
  Score: Raw -92478.228379 + Penalty 2256.828343 = -90221.400037
  nChanged 183
		SP:Iteration 2F (96184.590000 sec): 3 clusters
  Score: Raw -93641.795826 + Penalty 2256.828343 = -91384.967483
  nChanged 120
		SP:Iteration 3F (96184.750000 sec): 3 clusters
  Score: Raw -95044.858336 + Penalty 2256.828343 = -92788.029994
  nChanged 47
		SP:Iteration 4Q (96184.910000 sec): 3 clusters
  Score: Raw -95810.794724 + Penalty 2256.828343 = -93553.966381
  nChanged 19
		SP:Iteration 5Q (96185.090000 sec): 3 clusters
  Score: Raw -96244.342129 + Penalty 2256.828343 = -93987.513786
  nChanged 13
		SP:Iteration 6Q (96185.270000 sec): 3 clusters
  Score: Raw -96566.139096 + Penalty 2256.828343 = -94309.310754
  nChanged 7
		SP:Iteration 7Q (96185.410000 sec): 3 clusters
  Score: Raw -96596.666684 + Penalty 2256.828343 = -94339.838342
  nChanged 2
		SP:Iteration 8Q (96185.590000 sec): 3 clusters
  Score: Raw -96604.962785 + Penalty 2256.828343 = -94348.134443
  nChanged 0
		SP:Iteration 9F (96185.750000 sec): 3 clusters
  Score: Raw -96604.962785 + Penalty 2256.828343 = -94348.134443
  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 9.05 GB.

 Trying to split cluster 26 (51053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96186.190000 sec): 2 clusters
  Score: Raw -5543159.345185 + Penalty 1761.600683 = -5541397.744502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96186.610000 sec): 3 clusters
  Score: Raw -5510724.304213 + Penalty 3523.201366 = -5507201.102847
  nChanged 23997
		SP:Iteration 1F (96187.020000 sec): 3 clusters
  Score: Raw -5525455.939753 + Penalty 3523.201366 = -5521932.738387
  nChanged 3068
		SP:Iteration 2F (96187.430000 sec): 3 clusters
  Score: Raw -5527325.208178 + Penalty 3523.201366 = -5523802.006812
  nChanged 3409
		SP:Iteration 3F (96187.880000 sec): 3 clusters
  Score: Raw -5529548.157486 + Penalty 3523.201366 = -5526024.956120
  nChanged 3568
		SP:Iteration 4F (96188.310000 sec): 3 clusters
  Score: Raw -5531753.556943 + Penalty 3523.201366 = -5528230.355577
  nChanged 3369
		SP:Iteration 5F (96188.740000 sec): 3 clusters
  Score: Raw -5533581.883888 + Penalty 3523.201366 = -5530058.682522
  nChanged 2913
		SP:Iteration 6F (96189.150000 sec): 3 clusters
  Score: Raw -5534967.513543 + Penalty 3523.201366 = -5531444.312177
  nChanged 2466
		SP:Iteration 7Q (96189.660000 sec): 3 clusters
  Score: Raw -5536062.127892 + Penalty 3523.201366 = -5532538.926526
  nChanged 2040
		SP:Iteration 8Q (96190.110000 sec): 3 clusters
  Score: Raw -5536911.126527 + Penalty 3523.201366 = -5533387.925161
  nChanged 1768
		SP:Iteration 9Q (96190.610000 sec): 3 clusters
  Score: Raw -5537680.554168 + Penalty 3523.201366 = -5534157.352802
  nChanged 1631
		SP:Iteration 10Q (96191.050000 sec): 3 clusters
  Score: Raw -5538499.118757 + Penalty 3523.201366 = -5534975.917391
  nChanged 1689
		SP:Iteration 11Q (96191.530000 sec): 3 clusters
  Score: Raw -5539547.266308 + Penalty 3523.201366 = -5536024.064942
  nChanged 1672
		SP:Iteration 12Q (96192.020000 sec): 3 clusters
  Score: Raw -5540824.556257 + Penalty 3523.201366 = -5537301.354891
  nChanged 1667
		SP:Iteration 13Q (96192.490000 sec): 3 clusters
  Score: Raw -5542225.346444 + Penalty 3523.201366 = -5538702.145078
  nChanged 1475
		SP:Iteration 14Q (96192.920000 sec): 3 clusters
  Score: Raw -5543423.200399 + Penalty 3523.201366 = -5539899.999033
  nChanged 1188
		SP:Iteration 15Q (96193.420000 sec): 3 clusters
  Score: Raw -5544256.024283 + Penalty 3523.201366 = -5540732.822917
  nChanged 1028
		SP:Iteration 16Q (96193.830000 sec): 3 clusters
  Score: Raw -5544863.209821 + Penalty 3523.201366 = -5541340.008455
  nChanged 845
		SP:Iteration 17Q (96194.300000 sec): 3 clusters
  Score: Raw -5545320.634993 + Penalty 3523.201366 = -5541797.433627
  nChanged 754
		SP:Iteration 18Q (96194.700000 sec): 3 clusters
  Score: Raw -5545704.637137 + Penalty 3523.201366 = -5542181.435771
  nChanged 638
		SP:Iteration 19Q (96195.100000 sec): 3 clusters
  Score: Raw -5546001.851605 + Penalty 3523.201366 = -5542478.650239
  nChanged 530
		SP:Iteration 20F (96195.560000 sec): 3 clusters
  Score: Raw -5546239.389820 + Penalty 3523.201366 = -5542716.188454
  nChanged 451
		SP:Iteration 21Q (96196.000000 sec): 3 clusters
  Score: Raw -5546439.903824 + Penalty 3523.201366 = -5542916.702458
  nChanged 404
		SP:Iteration 22Q (96196.440000 sec): 3 clusters
  Score: Raw -5546614.239559 + Penalty 3523.201366 = -5543091.038193
  nChanged 341
		SP:Iteration 23Q (96196.850000 sec): 3 clusters
  Score: Raw -5546753.673487 + Penalty 3523.201366 = -5543230.472121
  nChanged 262
		SP:Iteration 24Q (96197.300000 sec): 3 clusters
  Score: Raw -5546863.561664 + Penalty 3523.201366 = -5543340.360298
  nChanged 221
		SP:Iteration 25Q (96197.730000 sec): 3 clusters
  Score: Raw -5546966.656396 + Penalty 3523.201366 = -5543443.455030
  nChanged 219
		SP:Iteration 26Q (96198.120000 sec): 3 clusters
  Score: Raw -5547098.042388 + Penalty 3523.201366 = -5543574.841022
  nChanged 208
		SP:Iteration 27Q (96198.550000 sec): 3 clusters
  Score: Raw -5547283.320241 + Penalty 3523.201366 = -5543760.118875
  nChanged 219
		SP:Iteration 28Q (96199.030000 sec): 3 clusters
  Score: Raw -5547531.447119 + Penalty 3523.201366 = -5544008.245753
  nChanged 236
		SP:Iteration 29Q (96199.510000 sec): 3 clusters
  Score: Raw -5547807.184821 + Penalty 3523.201366 = -5544283.983455
  nChanged 201
		SP:Iteration 30Q (96199.970000 sec): 3 clusters
  Score: Raw -5547947.781433 + Penalty 3523.201366 = -5544424.580067
  nChanged 171
		SP:Iteration 31Q (96200.400000 sec): 3 clusters
  Score: Raw -5548012.206646 + Penalty 3523.201366 = -5544489.005280
  nChanged 107
		SP:Iteration 32Q (96200.870000 sec): 3 clusters
  Score: Raw -5548044.957977 + Penalty 3523.201366 = -5544521.756611
  nChanged 94
		SP:Iteration 33Q (96201.320000 sec): 3 clusters
  Score: Raw -5548073.865339 + Penalty 3523.201366 = -5544550.663973
  nChanged 73
		SP:Iteration 34Q (96201.760000 sec): 3 clusters
  Score: Raw -5548100.268814 + Penalty 3523.201366 = -5544577.067448
  nChanged 70
		SP:Iteration 35Q (96202.170000 sec): 3 clusters
  Score: Raw -5548124.866426 + Penalty 3523.201366 = -5544601.665060
  nChanged 51
		SP:Iteration 36Q (96202.600000 sec): 3 clusters
  Score: Raw -5548140.606835 + Penalty 3523.201366 = -5544617.405469
  nChanged 44
		SP:Iteration 37Q (96202.960000 sec): 3 clusters
  Score: Raw -5548156.690889 + Penalty 3523.201366 = -5544633.489523
  nChanged 46
		SP:Iteration 38Q (96203.360000 sec): 3 clusters
  Score: Raw -5548166.435478 + Penalty 3523.201366 = -5544643.234112
  nChanged 32
		SP:Iteration 39Q (96203.760000 sec): 3 clusters
  Score: Raw -5548171.030521 + Penalty 3523.201366 = -5544647.829155
  nChanged 26
		SP:Iteration 40F (96204.180000 sec): 3 clusters
  Score: Raw -5548174.173907 + Penalty 3523.201366 = -5544650.972541
  nChanged 17
		SP:Iteration 41Q (96204.590000 sec): 3 clusters
  Score: Raw -5548175.787443 + Penalty 3523.201366 = -5544652.586077
  nChanged 9
		SP:Iteration 42Q (96204.950000 sec): 3 clusters
  Score: Raw -5548176.495522 + Penalty 3523.201366 = -5544653.294156
  nChanged 8
		SP:Iteration 43Q (96205.330000 sec): 3 clusters
  Score: Raw -5548177.224362 + Penalty 3523.201366 = -5544654.022996
  nChanged 3
		SP:Iteration 44Q (96205.710000 sec): 3 clusters
  Score: Raw -5548177.554705 + Penalty 3523.201366 = -5544654.353339
  nChanged 3
		SP:Iteration 45Q (96206.120000 sec): 3 clusters
  Score: Raw -5548177.828964 + Penalty 3523.201366 = -5544654.627598
  nChanged 1
		SP:Iteration 46Q (96206.460000 sec): 3 clusters
  Score: Raw -5548177.902480 + Penalty 3523.201366 = -5544654.701114
  nChanged 0
		SP:Iteration 47F (96206.830000 sec): 3 clusters
  Score: Raw -5548177.902480 + Penalty 3523.201366 = -5544654.701114
  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 9.05 GB.

 Trying to split cluster 27 (7044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96207.000000 sec): 2 clusters
  Score: Raw -731972.012111 + Penalty 1439.738864 = -730532.273247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96207.200000 sec): 3 clusters
  Score: Raw -728115.807981 + Penalty 2879.477728 = -725236.330253
  nChanged 2983
		SP:Iteration 1F (96207.400000 sec): 3 clusters
  Score: Raw -729893.702373 + Penalty 2879.477728 = -727014.224645
  nChanged 573
		SP:Iteration 2F (96207.580000 sec): 3 clusters
  Score: Raw -730279.008546 + Penalty 2879.477728 = -727399.530819
  nChanged 515
		SP:Iteration 3F (96207.770000 sec): 3 clusters
  Score: Raw -730723.150527 + Penalty 2879.477728 = -727843.672799
  nChanged 513
		SP:Iteration 4F (96207.970000 sec): 3 clusters
  Score: Raw -731301.318555 + Penalty 2879.477728 = -728421.840827
  nChanged 534
		SP:Iteration 5F (96208.180000 sec): 3 clusters
  Score: Raw -732016.548161 + Penalty 2879.477728 = -729137.070434
  nChanged 509
		SP:Iteration 6F (96208.420000 sec): 3 clusters
  Score: Raw -732755.944425 + Penalty 2879.477728 = -729876.466697
  nChanged 408
		SP:Iteration 7F (96208.610000 sec): 3 clusters
  Score: Raw -733296.122857 + Penalty 2879.477728 = -730416.645129
  nChanged 285
		SP:Iteration 8Q (96208.820000 sec): 3 clusters
  Score: Raw -733709.252877 + Penalty 2879.477728 = -730829.775149
  nChanged 222
		SP:Iteration 9Q (96209.010000 sec): 3 clusters
  Score: Raw -734056.346727 + Penalty 2879.477728 = -731176.868999
  nChanged 162
		SP:Iteration 10Q (96209.230000 sec): 3 clusters
  Score: Raw -734244.399335 + Penalty 2879.477728 = -731364.921607
  nChanged 125
		SP:Iteration 11Q (96209.450000 sec): 3 clusters
  Score: Raw -734345.245175 + Penalty 2879.477728 = -731465.767447
  nChanged 104
		SP:Iteration 12Q (96209.630000 sec): 3 clusters
  Score: Raw -734417.671964 + Penalty 2879.477728 = -731538.194236
  nChanged 80
		SP:Iteration 13Q (96209.820000 sec): 3 clusters
  Score: Raw -734482.962103 + Penalty 2879.477728 = -731603.484375
  nChanged 88
		SP:Iteration 14Q (96209.980000 sec): 3 clusters
  Score: Raw -734574.386095 + Penalty 2879.477728 = -731694.908368
  nChanged 111
		SP:Iteration 15Q (96210.220000 sec): 3 clusters
  Score: Raw -734693.887570 + Penalty 2879.477728 = -731814.409843
  nChanged 102
		SP:Iteration 16Q (96210.390000 sec): 3 clusters
  Score: Raw -734788.723084 + Penalty 2879.477728 = -731909.245356
  nChanged 91
		SP:Iteration 17Q (96210.610000 sec): 3 clusters
  Score: Raw -734861.658777 + Penalty 2879.477728 = -731982.181049
  nChanged 81
		SP:Iteration 18Q (96210.810000 sec): 3 clusters
  Score: Raw -734910.524724 + Penalty 2879.477728 = -732031.046997
  nChanged 40
		SP:Iteration 19Q (96211.030000 sec): 3 clusters
  Score: Raw -734931.970928 + Penalty 2879.477728 = -732052.493201
  nChanged 29
		SP:Iteration 20F (96211.230000 sec): 3 clusters
  Score: Raw -734955.014091 + Penalty 2879.477728 = -732075.536363
  nChanged 28
		SP:Iteration 21Q (96211.390000 sec): 3 clusters
  Score: Raw -734968.799920 + Penalty 2879.477728 = -732089.322192
  nChanged 27
		SP:Iteration 22Q (96211.630000 sec): 3 clusters
  Score: Raw -734982.192855 + Penalty 2879.477728 = -732102.715127
  nChanged 31
		SP:Iteration 23Q (96211.810000 sec): 3 clusters
  Score: Raw -734995.886885 + Penalty 2879.477728 = -732116.409157
  nChanged 28
		SP:Iteration 24Q (96212.060000 sec): 3 clusters
  Score: Raw -735006.491531 + Penalty 2879.477728 = -732127.013803
  nChanged 22
		SP:Iteration 25Q (96212.240000 sec): 3 clusters
  Score: Raw -735014.654189 + Penalty 2879.477728 = -732135.176461
  nChanged 14
		SP:Iteration 26Q (96212.440000 sec): 3 clusters
  Score: Raw -735018.955427 + Penalty 2879.477728 = -732139.477699
  nChanged 15
		SP:Iteration 27Q (96212.610000 sec): 3 clusters
  Score: Raw -735023.029817 + Penalty 2879.477728 = -732143.552089
  nChanged 11
		SP:Iteration 28Q (96212.790000 sec): 3 clusters
  Score: Raw -735026.219666 + Penalty 2879.477728 = -732146.741938
  nChanged 9
		SP:Iteration 29Q (96212.980000 sec): 3 clusters
  Score: Raw -735028.827123 + Penalty 2879.477728 = -732149.349396
  nChanged 7
		SP:Iteration 30Q (96213.200000 sec): 3 clusters
  Score: Raw -735029.948380 + Penalty 2879.477728 = -732150.470652
  nChanged 4
		SP:Iteration 31Q (96213.370000 sec): 3 clusters
  Score: Raw -735030.731846 + Penalty 2879.477728 = -732151.254119
  nChanged 3
		SP:Iteration 32Q (96213.550000 sec): 3 clusters
  Score: Raw -735031.317714 + Penalty 2879.477728 = -732151.839987
  nChanged 4
		SP:Iteration 33Q (96213.770000 sec): 3 clusters
  Score: Raw -735032.040162 + Penalty 2879.477728 = -732152.562434
  nChanged 3
		SP:Iteration 34Q (96213.970000 sec): 3 clusters
  Score: Raw -735032.679677 + Penalty 2879.477728 = -732153.201949
  nChanged 1
		SP:Iteration 35Q (96214.180000 sec): 3 clusters
  Score: Raw -735032.880162 + Penalty 2879.477728 = -732153.402435
  nChanged 3
		SP:Iteration 36Q (96214.360000 sec): 3 clusters
  Score: Raw -735033.320870 + Penalty 2879.477728 = -732153.843142
  nChanged 1
		SP:Iteration 37Q (96214.550000 sec): 3 clusters
  Score: Raw -735033.482384 + Penalty 2879.477728 = -732154.004656
  nChanged 1
		SP:Iteration 38Q (96214.770000 sec): 3 clusters
  Score: Raw -735033.577929 + Penalty 2879.477728 = -732154.100201
  nChanged 0
		SP:Iteration 39F (96214.940000 sec): 3 clusters
  Score: Raw -735033.577929 + Penalty 2879.477728 = -732154.100201
  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 9.05 GB.

 Trying to split cluster 28 (155804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96215.780000 sec): 2 clusters
  Score: Raw -16352784.148897 + Penalty 1942.907539 = -16350841.241358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96216.660000 sec): 3 clusters
  Score: Raw -16249952.581586 + Penalty 3885.815078 = -16246066.766508
  nChanged 75145
		SP:Iteration 1F (96217.520000 sec): 3 clusters
  Score: Raw -16295270.882305 + Penalty 3885.815078 = -16291385.067227
  nChanged 6387
		SP:Iteration 2Q (96218.450000 sec): 3 clusters
  Score: Raw -16297541.630947 + Penalty 3885.815078 = -16293655.815869
  nChanged 7180
		SP:Iteration 3Q (96219.420000 sec): 3 clusters
  Score: Raw -16300742.173246 + Penalty 3885.815078 = -16296856.358168
  nChanged 8375
		SP:Iteration 4F (96220.330000 sec): 3 clusters
  Score: Raw -16305286.730836 + Penalty 3885.815078 = -16301400.915758
  nChanged 9602
		SP:Iteration 5F (96221.200000 sec): 3 clusters
  Score: Raw -16311320.646379 + Penalty 3885.815078 = -16307434.831301
  nChanged 10336
		SP:Iteration 6F (96222.130000 sec): 3 clusters
  Score: Raw -16318113.269341 + Penalty 3885.815078 = -16314227.454263
  nChanged 9992
		SP:Iteration 7F (96223.050000 sec): 3 clusters
  Score: Raw -16324750.588682 + Penalty 3885.815078 = -16320864.773604
  nChanged 8997
		SP:Iteration 8F (96223.940000 sec): 3 clusters
  Score: Raw -16330662.999812 + Penalty 3885.815078 = -16326777.184734
  nChanged 7475
		SP:Iteration 9Q (96224.960000 sec): 3 clusters
  Score: Raw -16335375.094868 + Penalty 3885.815078 = -16331489.279790
  nChanged 6090
		SP:Iteration 10Q (96226.080000 sec): 3 clusters
  Score: Raw -16338857.555983 + Penalty 3885.815078 = -16334971.740905
  nChanged 4921
		SP:Iteration 11Q (96227.230000 sec): 3 clusters
  Score: Raw -16341223.803245 + Penalty 3885.815078 = -16337337.988167
  nChanged 3859
		SP:Iteration 12Q (96228.290000 sec): 3 clusters
  Score: Raw -16342818.599911 + Penalty 3885.815078 = -16338932.784833
  nChanged 3225
		SP:Iteration 13Q (96229.290000 sec): 3 clusters
  Score: Raw -16344083.688055 + Penalty 3885.815078 = -16340197.872977
  nChanged 2764
		SP:Iteration 14Q (96230.320000 sec): 3 clusters
  Score: Raw -16345143.162761 + Penalty 3885.815078 = -16341257.347683
  nChanged 2687
		SP:Iteration 15Q (96231.370000 sec): 3 clusters
  Score: Raw -16346192.196388 + Penalty 3885.815078 = -16342306.381310
  nChanged 2625
		SP:Iteration 16Q (96232.380000 sec): 3 clusters
  Score: Raw -16347222.653373 + Penalty 3885.815078 = -16343336.838295
  nChanged 2486
		SP:Iteration 17Q (96233.340000 sec): 3 clusters
  Score: Raw -16348270.235291 + Penalty 3885.815078 = -16344384.420213
  nChanged 2411
		SP:Iteration 18Q (96234.310000 sec): 3 clusters
  Score: Raw -16349341.719869 + Penalty 3885.815078 = -16345455.904791
  nChanged 2412
		SP:Iteration 19Q (96235.210000 sec): 3 clusters
  Score: Raw -16350439.269042 + Penalty 3885.815078 = -16346553.453964
  nChanged 2343
		SP:Iteration 20F (96236.070000 sec): 3 clusters
  Score: Raw -16351469.043378 + Penalty 3885.815078 = -16347583.228300
  nChanged 2107
		SP:Iteration 21Q (96237.010000 sec): 3 clusters
  Score: Raw -16352376.388381 + Penalty 3885.815078 = -16348490.573303
  nChanged 2050
		SP:Iteration 22Q (96237.970000 sec): 3 clusters
  Score: Raw -16353275.644580 + Penalty 3885.815078 = -16349389.829502
  nChanged 1972
		SP:Iteration 23Q (96238.990000 sec): 3 clusters
  Score: Raw -16354114.276244 + Penalty 3885.815078 = -16350228.461166
  nChanged 1752
		SP:Iteration 24Q (96240.010000 sec): 3 clusters
  Score: Raw -16354827.841430 + Penalty 3885.815078 = -16350942.026352
  nChanged 1647
		SP:Iteration 25Q (96241.020000 sec): 3 clusters
  Score: Raw -16355453.703063 + Penalty 3885.815078 = -16351567.887985
  nChanged 1499
		SP:Iteration 26Q (96241.940000 sec): 3 clusters
  Score: Raw -16356008.269242 + Penalty 3885.815078 = -16352122.454164
  nChanged 1321
		SP:Iteration 27Q (96242.990000 sec): 3 clusters
  Score: Raw -16356471.186658 + Penalty 3885.815078 = -16352585.371580
  nChanged 1205
		SP:Iteration 28Q (96243.980000 sec): 3 clusters
  Score: Raw -16356883.209257 + Penalty 3885.815078 = -16352997.394179
  nChanged 1043
		SP:Iteration 29Q (96244.980000 sec): 3 clusters
  Score: Raw -16357216.576835 + Penalty 3885.815078 = -16353330.761757
  nChanged 912
		SP:Iteration 30Q (96246.050000 sec): 3 clusters
  Score: Raw -16357481.583192 + Penalty 3885.815078 = -16353595.768114
  nChanged 800
		SP:Iteration 31Q (96247.080000 sec): 3 clusters
  Score: Raw -16357683.252908 + Penalty 3885.815078 = -16353797.437830
  nChanged 712
		SP:Iteration 32Q (96248.060000 sec): 3 clusters
  Score: Raw -16357849.431486 + Penalty 3885.815078 = -16353963.616408
  nChanged 622
		SP:Iteration 33Q (96248.930000 sec): 3 clusters
  Score: Raw -16357991.314686 + Penalty 3885.815078 = -16354105.499608
  nChanged 544
		SP:Iteration 34Q (96249.900000 sec): 3 clusters
  Score: Raw -16358105.309611 + Penalty 3885.815078 = -16354219.494533
  nChanged 486
		SP:Iteration 35Q (96250.810000 sec): 3 clusters
  Score: Raw -16358193.634861 + Penalty 3885.815078 = -16354307.819783
  nChanged 416
		SP:Iteration 36Q (96251.780000 sec): 3 clusters
  Score: Raw -16358259.047390 + Penalty 3885.815078 = -16354373.232312
  nChanged 353
		SP:Iteration 37Q (96252.740000 sec): 3 clusters
  Score: Raw -16358311.139863 + Penalty 3885.815078 = -16354425.324785
  nChanged 316
		SP:Iteration 38Q (96253.710000 sec): 3 clusters
  Score: Raw -16358356.412576 + Penalty 3885.815078 = -16354470.597498
  nChanged 276
		SP:Iteration 39Q (96254.680000 sec): 3 clusters
  Score: Raw -16358390.514115 + Penalty 3885.815078 = -16354504.699037
  nChanged 221
		SP:Iteration 40F (96255.730000 sec): 3 clusters
  Score: Raw -16358414.557140 + Penalty 3885.815078 = -16354528.742062
  nChanged 184
		SP:Iteration 41Q (96256.650000 sec): 3 clusters
  Score: Raw -16358432.433499 + Penalty 3885.815078 = -16354546.618421
  nChanged 158
		SP:Iteration 42Q (96257.590000 sec): 3 clusters
  Score: Raw -16358446.354549 + Penalty 3885.815078 = -16354560.539471
  nChanged 118
		SP:Iteration 43Q (96258.550000 sec): 3 clusters
  Score: Raw -16358454.863827 + Penalty 3885.815078 = -16354569.048749
  nChanged 105
		SP:Iteration 44Q (96259.540000 sec): 3 clusters
  Score: Raw -16358462.533420 + Penalty 3885.815078 = -16354576.718342
  nChanged 87
		SP:Iteration 45Q (96260.490000 sec): 3 clusters
  Score: Raw -16358467.799932 + Penalty 3885.815078 = -16354581.984854
  nChanged 73
		SP:Iteration 46Q (96261.480000 sec): 3 clusters
  Score: Raw -16358472.211350 + Penalty 3885.815078 = -16354586.396272
  nChanged 66
		SP:Iteration 47Q (96262.430000 sec): 3 clusters
  Score: Raw -16358476.130376 + Penalty 3885.815078 = -16354590.315298
  nChanged 52
		SP:Iteration 48Q (96263.440000 sec): 3 clusters
  Score: Raw -16358478.785705 + Penalty 3885.815078 = -16354592.970627
  nChanged 34
		SP:Iteration 49Q (96264.420000 sec): 3 clusters
  Score: Raw -16358480.363795 + Penalty 3885.815078 = -16354594.548717
  nChanged 27
		SP:Iteration 50Q (96265.370000 sec): 3 clusters
  Score: Raw -16358481.744908 + Penalty 3885.815078 = -16354595.929830
  nChanged 29
		SP:Iteration 51Q (96266.330000 sec): 3 clusters
  Score: Raw -16358483.181164 + Penalty 3885.815078 = -16354597.366086
  nChanged 29
		SP:Iteration 52Q (96267.300000 sec): 3 clusters
  Score: Raw -16358484.772971 + Penalty 3885.815078 = -16354598.957893
  nChanged 31
		SP:Iteration 53Q (96268.230000 sec): 3 clusters
  Score: Raw -16358486.523101 + Penalty 3885.815078 = -16354600.708023
  nChanged 38
		SP:Iteration 54Q (96269.220000 sec): 3 clusters
  Score: Raw -16358488.294061 + Penalty 3885.815078 = -16354602.478983
  nChanged 35
		SP:Iteration 55Q (96270.180000 sec): 3 clusters
  Score: Raw -16358489.826161 + Penalty 3885.815078 = -16354604.011083
  nChanged 32
		SP:Iteration 56Q (96271.260000 sec): 3 clusters
  Score: Raw -16358491.301659 + Penalty 3885.815078 = -16354605.486581
  nChanged 25
		SP:Iteration 57Q (96272.260000 sec): 3 clusters
  Score: Raw -16358492.402778 + Penalty 3885.815078 = -16354606.587700
  nChanged 21
		SP:Iteration 58Q (96273.250000 sec): 3 clusters
  Score: Raw -16358493.410364 + Penalty 3885.815078 = -16354607.595286
  nChanged 19
		SP:Iteration 59Q (96274.170000 sec): 3 clusters
  Score: Raw -16358494.284402 + Penalty 3885.815078 = -16354608.469324
  nChanged 19
		SP:Iteration 60F (96275.220000 sec): 3 clusters
  Score: Raw -16358494.906794 + Penalty 3885.815078 = -16354609.091717
  nChanged 7
		SP:Iteration 61Q (96276.170000 sec): 3 clusters
  Score: Raw -16358495.096538 + Penalty 3885.815078 = -16354609.281460
  nChanged 4
		SP:Iteration 62Q (96277.120000 sec): 3 clusters
  Score: Raw -16358495.296710 + Penalty 3885.815078 = -16354609.481632
  nChanged 9
		SP:Iteration 63Q (96278.010000 sec): 3 clusters
  Score: Raw -16358495.715024 + Penalty 3885.815078 = -16354609.899946
  nChanged 10
		SP:Iteration 64Q (96278.860000 sec): 3 clusters
  Score: Raw -16358496.041454 + Penalty 3885.815078 = -16354610.226376
  nChanged 12
		SP:Iteration 65Q (96279.680000 sec): 3 clusters
  Score: Raw -16358496.392165 + Penalty 3885.815078 = -16354610.577087
  nChanged 5
		SP:Iteration 66Q (96280.410000 sec): 3 clusters
  Score: Raw -16358496.573292 + Penalty 3885.815078 = -16354610.758214
  nChanged 11
		SP:Iteration 67Q (96281.200000 sec): 3 clusters
  Score: Raw -16358497.040850 + Penalty 3885.815078 = -16354611.225772
  nChanged 12
		SP:Iteration 68Q (96282.030000 sec): 3 clusters
  Score: Raw -16358497.519170 + Penalty 3885.815078 = -16354611.704092
  nChanged 15
		SP:Iteration 69Q (96282.800000 sec): 3 clusters
  Score: Raw -16358498.092148 + Penalty 3885.815078 = -16354612.277070
  nChanged 6
		SP:Iteration 70Q (96283.540000 sec): 3 clusters
  Score: Raw -16358498.403589 + Penalty 3885.815078 = -16354612.588511
  nChanged 11
		SP:Iteration 71Q (96284.320000 sec): 3 clusters
  Score: Raw -16358498.774524 + Penalty 3885.815078 = -16354612.959446
  nChanged 3
		SP:Iteration 72Q (96285.050000 sec): 3 clusters
  Score: Raw -16358498.831976 + Penalty 3885.815078 = -16354613.016898
  nChanged 2
		SP:Iteration 73Q (96285.780000 sec): 3 clusters
  Score: Raw -16358498.902315 + Penalty 3885.815078 = -16354613.087237
  nChanged 2
		SP:Iteration 74Q (96286.690000 sec): 3 clusters
  Score: Raw -16358498.966423 + Penalty 3885.815078 = -16354613.151345
  nChanged 2
		SP:Iteration 75Q (96287.700000 sec): 3 clusters
  Score: Raw -16358499.009699 + Penalty 3885.815078 = -16354613.194621
  nChanged 2
		SP:Iteration 76Q (96288.700000 sec): 3 clusters
  Score: Raw -16358499.031875 + Penalty 3885.815078 = -16354613.216797
  nChanged 0
		SP:Iteration 77F (96289.830000 sec): 3 clusters
  Score: Raw -16358499.031875 + Penalty 3885.815078 = -16354613.216797
  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 9.05 GB.

 Trying to split cluster 29 (12534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96290.070000 sec): 2 clusters
  Score: Raw -1338694.495857 + Penalty 1533.382538 = -1337161.113319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96290.320000 sec): 3 clusters
  Score: Raw -1331468.954636 + Penalty 3066.765075 = -1328402.189561
  nChanged 5525
		SP:Iteration 1F (96290.570000 sec): 3 clusters
  Score: Raw -1334869.719999 + Penalty 3066.765075 = -1331802.954924
  nChanged 997
		SP:Iteration 2F (96290.850000 sec): 3 clusters
  Score: Raw -1336030.423193 + Penalty 3066.765075 = -1332963.658118
  nChanged 1145
		SP:Iteration 3F (96291.050000 sec): 3 clusters
  Score: Raw -1337771.322485 + Penalty 3066.765075 = -1334704.557410
  nChanged 1198
		SP:Iteration 4F (96291.260000 sec): 3 clusters
  Score: Raw -1339589.399296 + Penalty 3066.765075 = -1336522.634221
  nChanged 1199
		SP:Iteration 5F (96291.510000 sec): 3 clusters
  Score: Raw -1341209.797797 + Penalty 3066.765075 = -1338143.032722
  nChanged 957
		SP:Iteration 6F (96291.740000 sec): 3 clusters
  Score: Raw -1342379.981168 + Penalty 3066.765075 = -1339313.216093
  nChanged 626
		SP:Iteration 7Q (96291.990000 sec): 3 clusters
  Score: Raw -1343170.809986 + Penalty 3066.765075 = -1340104.044911
  nChanged 429
		SP:Iteration 8Q (96292.200000 sec): 3 clusters
  Score: Raw -1343822.657727 + Penalty 3066.765075 = -1340755.892652
  nChanged 302
		SP:Iteration 9Q (96292.390000 sec): 3 clusters
  Score: Raw -1344216.032170 + Penalty 3066.765075 = -1341149.267095
  nChanged 185
		SP:Iteration 10Q (96292.610000 sec): 3 clusters
  Score: Raw -1344410.611274 + Penalty 3066.765075 = -1341343.846199
  nChanged 119
		SP:Iteration 11Q (96292.780000 sec): 3 clusters
  Score: Raw -1344496.115310 + Penalty 3066.765075 = -1341429.350235
  nChanged 90
		SP:Iteration 12Q (96292.960000 sec): 3 clusters
  Score: Raw -1344552.095928 + Penalty 3066.765075 = -1341485.330853
  nChanged 56
		SP:Iteration 13Q (96293.180000 sec): 3 clusters
  Score: Raw -1344579.543586 + Penalty 3066.765075 = -1341512.778511
  nChanged 44
		SP:Iteration 14Q (96293.380000 sec): 3 clusters
  Score: Raw -1344600.708204 + Penalty 3066.765075 = -1341533.943129
  nChanged 37
		SP:Iteration 15Q (96293.560000 sec): 3 clusters
  Score: Raw -1344613.990135 + Penalty 3066.765075 = -1341547.225060
  nChanged 26
		SP:Iteration 16Q (96293.720000 sec): 3 clusters
  Score: Raw -1344622.890283 + Penalty 3066.765075 = -1341556.125208
  nChanged 19
		SP:Iteration 17Q (96293.940000 sec): 3 clusters
  Score: Raw -1344628.208760 + Penalty 3066.765075 = -1341561.443685
  nChanged 13
		SP:Iteration 18Q (96294.180000 sec): 3 clusters
  Score: Raw -1344632.307706 + Penalty 3066.765075 = -1341565.542631
  nChanged 11
		SP:Iteration 19Q (96294.440000 sec): 3 clusters
  Score: Raw -1344635.162068 + Penalty 3066.765075 = -1341568.396993
  nChanged 8
		SP:Iteration 20F (96294.640000 sec): 3 clusters
  Score: Raw -1344637.001754 + Penalty 3066.765075 = -1341570.236679
  nChanged 5
		SP:Iteration 21Q (96294.910000 sec): 3 clusters
  Score: Raw -1344637.610620 + Penalty 3066.765075 = -1341570.845545
  nChanged 1
		SP:Iteration 22Q (96295.100000 sec): 3 clusters
  Score: Raw -1344637.700790 + Penalty 3066.765075 = -1341570.935715
  nChanged 2
		SP:Iteration 23Q (96295.360000 sec): 3 clusters
  Score: Raw -1344638.020123 + Penalty 3066.765075 = -1341571.255048
  nChanged 1
		SP:Iteration 24Q (96295.520000 sec): 3 clusters
  Score: Raw -1344638.223614 + Penalty 3066.765075 = -1341571.458539
  nChanged 2
		SP:Iteration 25Q (96295.770000 sec): 3 clusters
  Score: Raw -1344638.630094 + Penalty 3066.765075 = -1341571.865019
  nChanged 2
		SP:Iteration 26Q (96296.010000 sec): 3 clusters
  Score: Raw -1344638.757885 + Penalty 3066.765075 = -1341571.992810
  nChanged 1
		SP:Iteration 27Q (96296.220000 sec): 3 clusters
  Score: Raw -1344638.976960 + Penalty 3066.765075 = -1341572.211885
  nChanged 2
		SP:Iteration 28Q (96296.430000 sec): 3 clusters
  Score: Raw -1344639.471035 + Penalty 3066.765075 = -1341572.705960
  nChanged 2
		SP:Iteration 29Q (96296.700000 sec): 3 clusters
  Score: Raw -1344640.048066 + Penalty 3066.765075 = -1341573.282991
  nChanged 2
		SP:Iteration 30Q (96296.890000 sec): 3 clusters
  Score: Raw -1344640.326622 + Penalty 3066.765075 = -1341573.561547
  nChanged 0
		SP:Iteration 31F (96297.130000 sec): 3 clusters
  Score: Raw -1344640.326622 + Penalty 3066.765075 = -1341573.561547
  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 9.05 GB.

 Trying to split cluster 30 (52457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96297.510000 sec): 2 clusters
  Score: Raw -5747554.116078 + Penalty 1766.009223 = -5745788.106855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96298.000000 sec): 3 clusters
  Score: Raw -5714312.225754 + Penalty 3532.018446 = -5710780.207308
  nChanged 24772
		SP:Iteration 1F (96298.400000 sec): 3 clusters
  Score: Raw -5728516.755306 + Penalty 3532.018446 = -5724984.736860
  nChanged 2370
		SP:Iteration 2Q (96298.860000 sec): 3 clusters
  Score: Raw -5729396.778576 + Penalty 3532.018446 = -5725864.760130
  nChanged 2393
		SP:Iteration 3Q (96299.370000 sec): 3 clusters
  Score: Raw -5730481.639348 + Penalty 3532.018446 = -5726949.620902
  nChanged 2564
		SP:Iteration 4Q (96299.820000 sec): 3 clusters
  Score: Raw -5731803.512297 + Penalty 3532.018446 = -5728271.493851
  nChanged 2722
		SP:Iteration 5F (96300.340000 sec): 3 clusters
  Score: Raw -5733284.884421 + Penalty 3532.018446 = -5729752.865975
  nChanged 2978
		SP:Iteration 6F (96300.810000 sec): 3 clusters
  Score: Raw -5735106.255208 + Penalty 3532.018446 = -5731574.236762
  nChanged 3123
		SP:Iteration 7F (96301.260000 sec): 3 clusters
  Score: Raw -5737331.380852 + Penalty 3532.018446 = -5733799.362406
  nChanged 3253
		SP:Iteration 8F (96301.760000 sec): 3 clusters
  Score: Raw -5739736.247365 + Penalty 3532.018446 = -5736204.228919
  nChanged 2901
		SP:Iteration 9F (96302.240000 sec): 3 clusters
  Score: Raw -5741654.955220 + Penalty 3532.018446 = -5738122.936774
  nChanged 2321
		SP:Iteration 10Q (96302.780000 sec): 3 clusters
  Score: Raw -5742815.292078 + Penalty 3532.018446 = -5739283.273632
  nChanged 1618
		SP:Iteration 11Q (96303.290000 sec): 3 clusters
  Score: Raw -5743418.966819 + Penalty 3532.018446 = -5739886.948372
  nChanged 1147
		SP:Iteration 12Q (96303.740000 sec): 3 clusters
  Score: Raw -5743797.468746 + Penalty 3532.018446 = -5740265.450300
  nChanged 921
		SP:Iteration 13Q (96304.220000 sec): 3 clusters
  Score: Raw -5744095.696922 + Penalty 3532.018446 = -5740563.678476
  nChanged 868
		SP:Iteration 14Q (96304.710000 sec): 3 clusters
  Score: Raw -5744390.955418 + Penalty 3532.018446 = -5740858.936972
  nChanged 804
		SP:Iteration 15Q (96305.180000 sec): 3 clusters
  Score: Raw -5744663.226370 + Penalty 3532.018446 = -5741131.207924
  nChanged 794
		SP:Iteration 16Q (96305.660000 sec): 3 clusters
  Score: Raw -5744944.859165 + Penalty 3532.018446 = -5741412.840718
  nChanged 779
		SP:Iteration 17Q (96306.110000 sec): 3 clusters
  Score: Raw -5745200.323554 + Penalty 3532.018446 = -5741668.305108
  nChanged 729
		SP:Iteration 18Q (96306.580000 sec): 3 clusters
  Score: Raw -5745419.905555 + Penalty 3532.018446 = -5741887.887109
  nChanged 676
		SP:Iteration 19Q (96307.090000 sec): 3 clusters
  Score: Raw -5745600.337764 + Penalty 3532.018446 = -5742068.319318
  nChanged 589
		SP:Iteration 20F (96307.550000 sec): 3 clusters
  Score: Raw -5745750.361872 + Penalty 3532.018446 = -5742218.343426
  nChanged 556
		SP:Iteration 21Q (96308.040000 sec): 3 clusters
  Score: Raw -5745874.452369 + Penalty 3532.018446 = -5742342.433923
  nChanged 463
		SP:Iteration 22Q (96308.540000 sec): 3 clusters
  Score: Raw -5745970.549076 + Penalty 3532.018446 = -5742438.530630
  nChanged 430
		SP:Iteration 23Q (96309.050000 sec): 3 clusters
  Score: Raw -5746043.749995 + Penalty 3532.018446 = -5742511.731549
  nChanged 334
		SP:Iteration 24Q (96309.570000 sec): 3 clusters
  Score: Raw -5746088.885354 + Penalty 3532.018446 = -5742556.866908
  nChanged 260
		SP:Iteration 25Q (96310.070000 sec): 3 clusters
  Score: Raw -5746119.971282 + Penalty 3532.018446 = -5742587.952836
  nChanged 236
		SP:Iteration 26Q (96310.540000 sec): 3 clusters
  Score: Raw -5746144.966222 + Penalty 3532.018446 = -5742612.947776
  nChanged 213
		SP:Iteration 27Q (96311.040000 sec): 3 clusters
  Score: Raw -5746168.440155 + Penalty 3532.018446 = -5742636.421709
  nChanged 205
		SP:Iteration 28Q (96311.550000 sec): 3 clusters
  Score: Raw -5746189.230094 + Penalty 3532.018446 = -5742657.211648
  nChanged 178
		SP:Iteration 29Q (96312.090000 sec): 3 clusters
  Score: Raw -5746205.711068 + Penalty 3532.018446 = -5742673.692621
  nChanged 175
		SP:Iteration 30Q (96312.570000 sec): 3 clusters
  Score: Raw -5746222.431641 + Penalty 3532.018446 = -5742690.413195
  nChanged 149
		SP:Iteration 31Q (96313.110000 sec): 3 clusters
  Score: Raw -5746234.246682 + Penalty 3532.018446 = -5742702.228235
  nChanged 140
		SP:Iteration 32Q (96313.610000 sec): 3 clusters
  Score: Raw -5746244.132874 + Penalty 3532.018446 = -5742712.114428
  nChanged 121
		SP:Iteration 33Q (96314.070000 sec): 3 clusters
  Score: Raw -5746250.567080 + Penalty 3532.018446 = -5742718.548633
  nChanged 100
		SP:Iteration 34Q (96314.570000 sec): 3 clusters
  Score: Raw -5746255.950749 + Penalty 3532.018446 = -5742723.932303
  nChanged 81
		SP:Iteration 35Q (96315.040000 sec): 3 clusters
  Score: Raw -5746261.205622 + Penalty 3532.018446 = -5742729.187176
  nChanged 82
		SP:Iteration 36Q (96315.550000 sec): 3 clusters
  Score: Raw -5746267.893951 + Penalty 3532.018446 = -5742735.875505
  nChanged 74
		SP:Iteration 37Q (96316.020000 sec): 3 clusters
  Score: Raw -5746272.273310 + Penalty 3532.018446 = -5742740.254864
  nChanged 49
		SP:Iteration 38Q (96316.480000 sec): 3 clusters
  Score: Raw -5746275.165316 + Penalty 3532.018446 = -5742743.146869
  nChanged 54
		SP:Iteration 39Q (96316.940000 sec): 3 clusters
  Score: Raw -5746278.020882 + Penalty 3532.018446 = -5742746.002436
  nChanged 46
		SP:Iteration 40F (96317.410000 sec): 3 clusters
  Score: Raw -5746280.167678 + Penalty 3532.018446 = -5742748.149232
  nChanged 42
		SP:Iteration 41Q (96317.900000 sec): 3 clusters
  Score: Raw -5746281.743622 + Penalty 3532.018446 = -5742749.725176
  nChanged 40
		SP:Iteration 42Q (96318.380000 sec): 3 clusters
  Score: Raw -5746283.214817 + Penalty 3532.018446 = -5742751.196371
  nChanged 37
		SP:Iteration 43Q (96318.880000 sec): 3 clusters
  Score: Raw -5746284.637678 + Penalty 3532.018446 = -5742752.619232
  nChanged 36
		SP:Iteration 44Q (96319.400000 sec): 3 clusters
  Score: Raw -5746286.158928 + Penalty 3532.018446 = -5742754.140481
  nChanged 30
		SP:Iteration 45Q (96319.860000 sec): 3 clusters
  Score: Raw -5746286.974403 + Penalty 3532.018446 = -5742754.955957
  nChanged 28
		SP:Iteration 46Q (96320.390000 sec): 3 clusters
  Score: Raw -5746287.812770 + Penalty 3532.018446 = -5742755.794324
  nChanged 24
		SP:Iteration 47Q (96320.870000 sec): 3 clusters
  Score: Raw -5746288.622182 + Penalty 3532.018446 = -5742756.603736
  nChanged 18
		SP:Iteration 48Q (96321.320000 sec): 3 clusters
  Score: Raw -5746289.058530 + Penalty 3532.018446 = -5742757.040084
  nChanged 17
		SP:Iteration 49Q (96321.760000 sec): 3 clusters
  Score: Raw -5746289.424398 + Penalty 3532.018446 = -5742757.405952
  nChanged 9
		SP:Iteration 50Q (96322.210000 sec): 3 clusters
  Score: Raw -5746289.583034 + Penalty 3532.018446 = -5742757.564588
  nChanged 8
		SP:Iteration 51Q (96322.690000 sec): 3 clusters
  Score: Raw -5746289.730418 + Penalty 3532.018446 = -5742757.711972
  nChanged 7
		SP:Iteration 52Q (96323.130000 sec): 3 clusters
  Score: Raw -5746289.812011 + Penalty 3532.018446 = -5742757.793565
  nChanged 5
		SP:Iteration 53Q (96323.590000 sec): 3 clusters
  Score: Raw -5746289.864918 + Penalty 3532.018446 = -5742757.846472
  nChanged 5
		SP:Iteration 54Q (96324.080000 sec): 3 clusters
  Score: Raw -5746289.964579 + Penalty 3532.018446 = -5742757.946132
  nChanged 7
		SP:Iteration 55Q (96324.520000 sec): 3 clusters
  Score: Raw -5746290.048507 + Penalty 3532.018446 = -5742758.030060
  nChanged 4
		SP:Iteration 56Q (96324.960000 sec): 3 clusters
  Score: Raw -5746290.126733 + Penalty 3532.018446 = -5742758.108287
  nChanged 3
		SP:Iteration 57Q (96325.420000 sec): 3 clusters
  Score: Raw -5746290.168305 + Penalty 3532.018446 = -5742758.149859
  nChanged 3
		SP:Iteration 58Q (96325.880000 sec): 3 clusters
  Score: Raw -5746290.200085 + Penalty 3532.018446 = -5742758.181638
  nChanged 1
		SP:Iteration 59Q (96326.360000 sec): 3 clusters
  Score: Raw -5746290.212703 + Penalty 3532.018446 = -5742758.194257
  nChanged 0
		SP:Iteration 60F (96326.840000 sec): 3 clusters
  Score: Raw -5746290.212703 + Penalty 3532.018446 = -5742758.194257
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (23959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96327.050000 sec): 2 clusters
  Score: Raw -2548793.050830 + Penalty 1638.666139 = -2547154.384692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96327.390000 sec): 3 clusters
  Score: Raw -2534181.177600 + Penalty 3277.332277 = -2530903.845323
  nChanged 11021
		SP:Iteration 1F (96327.680000 sec): 3 clusters
  Score: Raw -2541048.275882 + Penalty 3277.332277 = -2537770.943605
  nChanged 1825
		SP:Iteration 2F (96327.950000 sec): 3 clusters
  Score: Raw -2542511.993700 + Penalty 3277.332277 = -2539234.661423
  nChanged 1943
		SP:Iteration 3F (96328.250000 sec): 3 clusters
  Score: Raw -2544269.105002 + Penalty 3277.332277 = -2540991.772725
  nChanged 2072
		SP:Iteration 4F (96328.550000 sec): 3 clusters
  Score: Raw -2545960.420755 + Penalty 3277.332277 = -2542683.088478
  nChanged 1889
		SP:Iteration 5F (96328.830000 sec): 3 clusters
  Score: Raw -2547228.690065 + Penalty 3277.332277 = -2543951.357788
  nChanged 1422
		SP:Iteration 6F (96329.120000 sec): 3 clusters
  Score: Raw -2548066.268636 + Penalty 3277.332277 = -2544788.936358
  nChanged 1052
		SP:Iteration 7Q (96329.460000 sec): 3 clusters
  Score: Raw -2548613.877497 + Penalty 3277.332277 = -2545336.545220
  nChanged 867
		SP:Iteration 8Q (96329.740000 sec): 3 clusters
  Score: Raw -2549041.049032 + Penalty 3277.332277 = -2545763.716755
  nChanged 717
		SP:Iteration 9Q (96330.080000 sec): 3 clusters
  Score: Raw -2549368.171433 + Penalty 3277.332277 = -2546090.839156
  nChanged 627
		SP:Iteration 10Q (96330.430000 sec): 3 clusters
  Score: Raw -2549677.962368 + Penalty 3277.332277 = -2546400.630091
  nChanged 644
		SP:Iteration 11Q (96330.730000 sec): 3 clusters
  Score: Raw -2550046.153756 + Penalty 3277.332277 = -2546768.821478
  nChanged 661
		SP:Iteration 12Q (96331.040000 sec): 3 clusters
  Score: Raw -2550466.273881 + Penalty 3277.332277 = -2547188.941604
  nChanged 609
		SP:Iteration 13Q (96331.360000 sec): 3 clusters
  Score: Raw -2550891.341031 + Penalty 3277.332277 = -2547614.008753
  nChanged 580
		SP:Iteration 14Q (96331.680000 sec): 3 clusters
  Score: Raw -2551314.863944 + Penalty 3277.332277 = -2548037.531667
  nChanged 552
		SP:Iteration 15Q (96331.970000 sec): 3 clusters
  Score: Raw -2551787.295727 + Penalty 3277.332277 = -2548509.963450
  nChanged 599
		SP:Iteration 16Q (96332.270000 sec): 3 clusters
  Score: Raw -2552390.430125 + Penalty 3277.332277 = -2549113.097848
  nChanged 580
		SP:Iteration 17Q (96332.590000 sec): 3 clusters
  Score: Raw -2553051.056689 + Penalty 3277.332277 = -2549773.724411
  nChanged 529
		SP:Iteration 18Q (96332.870000 sec): 3 clusters
  Score: Raw -2553617.986128 + Penalty 3277.332277 = -2550340.653851
  nChanged 461
		SP:Iteration 19Q (96333.160000 sec): 3 clusters
  Score: Raw -2554121.815485 + Penalty 3277.332277 = -2550844.483207
  nChanged 382
		SP:Iteration 20F (96333.460000 sec): 3 clusters
  Score: Raw -2554524.190586 + Penalty 3277.332277 = -2551246.858309
  nChanged 303
		SP:Iteration 21Q (96333.760000 sec): 3 clusters
  Score: Raw -2554778.684101 + Penalty 3277.332277 = -2551501.351823
  nChanged 217
		SP:Iteration 22Q (96334.030000 sec): 3 clusters
  Score: Raw -2554906.031299 + Penalty 3277.332277 = -2551628.699022
  nChanged 151
		SP:Iteration 23Q (96334.340000 sec): 3 clusters
  Score: Raw -2554976.250782 + Penalty 3277.332277 = -2551698.918505
  nChanged 99
		SP:Iteration 24Q (96334.620000 sec): 3 clusters
  Score: Raw -2555006.499985 + Penalty 3277.332277 = -2551729.167708
  nChanged 60
		SP:Iteration 25Q (96334.920000 sec): 3 clusters
  Score: Raw -2555020.445917 + Penalty 3277.332277 = -2551743.113640
  nChanged 48
		SP:Iteration 26Q (96335.200000 sec): 3 clusters
  Score: Raw -2555029.791573 + Penalty 3277.332277 = -2551752.459296
  nChanged 35
		SP:Iteration 27Q (96335.510000 sec): 3 clusters
  Score: Raw -2555034.736823 + Penalty 3277.332277 = -2551757.404545
  nChanged 22
		SP:Iteration 28Q (96335.810000 sec): 3 clusters
  Score: Raw -2555037.816951 + Penalty 3277.332277 = -2551760.484674
  nChanged 18
		SP:Iteration 29Q (96336.150000 sec): 3 clusters
  Score: Raw -2555040.476092 + Penalty 3277.332277 = -2551763.143814
  nChanged 15
		SP:Iteration 30Q (96336.440000 sec): 3 clusters
  Score: Raw -2555043.308872 + Penalty 3277.332277 = -2551765.976594
  nChanged 13
		SP:Iteration 31Q (96336.740000 sec): 3 clusters
  Score: Raw -2555045.535768 + Penalty 3277.332277 = -2551768.203490
  nChanged 14
		SP:Iteration 32Q (96337.070000 sec): 3 clusters
  Score: Raw -2555047.764020 + Penalty 3277.332277 = -2551770.431742
  nChanged 14
		SP:Iteration 33Q (96337.350000 sec): 3 clusters
  Score: Raw -2555050.382879 + Penalty 3277.332277 = -2551773.050602
  nChanged 17
		SP:Iteration 34Q (96337.640000 sec): 3 clusters
  Score: Raw -2555054.100950 + Penalty 3277.332277 = -2551776.768672
  nChanged 19
		SP:Iteration 35Q (96338.000000 sec): 3 clusters
  Score: Raw -2555058.328243 + Penalty 3277.332277 = -2551780.995965
  nChanged 19
		SP:Iteration 36Q (96338.240000 sec): 3 clusters
  Score: Raw -2555061.058065 + Penalty 3277.332277 = -2551783.725788
  nChanged 9
		SP:Iteration 37Q (96338.550000 sec): 3 clusters
  Score: Raw -2555062.735696 + Penalty 3277.332277 = -2551785.403418
  nChanged 8
		SP:Iteration 38Q (96338.860000 sec): 3 clusters
  Score: Raw -2555063.489933 + Penalty 3277.332277 = -2551786.157655
  nChanged 3
		SP:Iteration 39Q (96339.180000 sec): 3 clusters
  Score: Raw -2555063.672816 + Penalty 3277.332277 = -2551786.340539
  nChanged 1
		SP:Iteration 40F (96339.500000 sec): 3 clusters
  Score: Raw -2555063.740898 + Penalty 3277.332277 = -2551786.408621
  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 9.05 GB.

 Trying to split cluster 32 (13721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96339.700000 sec): 2 clusters
  Score: Raw -1321528.055830 + Penalty 1548.085953 = -1319979.969877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96339.890000 sec): 3 clusters
  Score: Raw -1313599.339190 + Penalty 3096.171905 = -1310503.167285
  nChanged 6093
		SP:Iteration 1F (96340.170000 sec): 3 clusters
  Score: Raw -1317372.134632 + Penalty 3096.171905 = -1314275.962727
  nChanged 1118
		SP:Iteration 2F (96340.390000 sec): 3 clusters
  Score: Raw -1318226.712585 + Penalty 3096.171905 = -1315130.540679
  nChanged 1199
		SP:Iteration 3F (96340.680000 sec): 3 clusters
  Score: Raw -1319314.333260 + Penalty 3096.171905 = -1316218.161355
  nChanged 1225
		SP:Iteration 4F (96340.910000 sec): 3 clusters
  Score: Raw -1320536.632985 + Penalty 3096.171905 = -1317440.461080
  nChanged 1119
		SP:Iteration 5F (96341.160000 sec): 3 clusters
  Score: Raw -1321795.142361 + Penalty 3096.171905 = -1318698.970456
  nChanged 950
		SP:Iteration 6F (96341.410000 sec): 3 clusters
  Score: Raw -1322851.006985 + Penalty 3096.171905 = -1319754.835080
  nChanged 731
		SP:Iteration 7F (96341.690000 sec): 3 clusters
  Score: Raw -1323550.310620 + Penalty 3096.171905 = -1320454.138714
  nChanged 521
		SP:Iteration 8Q (96341.930000 sec): 3 clusters
  Score: Raw -1323928.417358 + Penalty 3096.171905 = -1320832.245453
  nChanged 368
		SP:Iteration 9Q (96342.180000 sec): 3 clusters
  Score: Raw -1324169.697328 + Penalty 3096.171905 = -1321073.525423
  nChanged 274
		SP:Iteration 10Q (96342.390000 sec): 3 clusters
  Score: Raw -1324307.225582 + Penalty 3096.171905 = -1321211.053676
  nChanged 243
		SP:Iteration 11Q (96342.580000 sec): 3 clusters
  Score: Raw -1324403.956611 + Penalty 3096.171905 = -1321307.784706
  nChanged 185
		SP:Iteration 12Q (96342.890000 sec): 3 clusters
  Score: Raw -1324479.229448 + Penalty 3096.171905 = -1321383.057543
  nChanged 170
		SP:Iteration 13Q (96343.130000 sec): 3 clusters
  Score: Raw -1324538.155840 + Penalty 3096.171905 = -1321441.983935
  nChanged 146
		SP:Iteration 14Q (96343.340000 sec): 3 clusters
  Score: Raw -1324604.414829 + Penalty 3096.171905 = -1321508.242924
  nChanged 153
		SP:Iteration 15Q (96343.630000 sec): 3 clusters
  Score: Raw -1324656.720820 + Penalty 3096.171905 = -1321560.548915
  nChanged 148
		SP:Iteration 16Q (96343.860000 sec): 3 clusters
  Score: Raw -1324708.530798 + Penalty 3096.171905 = -1321612.358892
  nChanged 140
		SP:Iteration 17Q (96344.050000 sec): 3 clusters
  Score: Raw -1324755.662168 + Penalty 3096.171905 = -1321659.490263
  nChanged 126
		SP:Iteration 18Q (96344.310000 sec): 3 clusters
  Score: Raw -1324804.126592 + Penalty 3096.171905 = -1321707.954687
  nChanged 144
		SP:Iteration 19Q (96344.590000 sec): 3 clusters
  Score: Raw -1324850.137564 + Penalty 3096.171905 = -1321753.965659
  nChanged 130
		SP:Iteration 20F (96344.800000 sec): 3 clusters
  Score: Raw -1324890.374537 + Penalty 3096.171905 = -1321794.202632
  nChanged 111
		SP:Iteration 21Q (96345.070000 sec): 3 clusters
  Score: Raw -1324920.056772 + Penalty 3096.171905 = -1321823.884867
  nChanged 94
		SP:Iteration 22Q (96345.270000 sec): 3 clusters
  Score: Raw -1324945.103766 + Penalty 3096.171905 = -1321848.931860
  nChanged 100
		SP:Iteration 23Q (96345.550000 sec): 3 clusters
  Score: Raw -1324969.569912 + Penalty 3096.171905 = -1321873.398006
  nChanged 94
		SP:Iteration 24Q (96345.750000 sec): 3 clusters
  Score: Raw -1324997.005403 + Penalty 3096.171905 = -1321900.833498
  nChanged 107
		SP:Iteration 25Q (96346.010000 sec): 3 clusters
  Score: Raw -1325027.656644 + Penalty 3096.171905 = -1321931.484738
  nChanged 99
		SP:Iteration 26Q (96346.260000 sec): 3 clusters
  Score: Raw -1325050.781850 + Penalty 3096.171905 = -1321954.609945
  nChanged 93
		SP:Iteration 27Q (96346.480000 sec): 3 clusters
  Score: Raw -1325068.532477 + Penalty 3096.171905 = -1321972.360572
  nChanged 89
		SP:Iteration 28Q (96346.720000 sec): 3 clusters
  Score: Raw -1325084.428764 + Penalty 3096.171905 = -1321988.256859
  nChanged 79
		SP:Iteration 29Q (96346.950000 sec): 3 clusters
  Score: Raw -1325099.343358 + Penalty 3096.171905 = -1322003.171453
  nChanged 77
		SP:Iteration 30Q (96347.150000 sec): 3 clusters
  Score: Raw -1325112.011976 + Penalty 3096.171905 = -1322015.840071
  nChanged 58
		SP:Iteration 31Q (96347.380000 sec): 3 clusters
  Score: Raw -1325121.618492 + Penalty 3096.171905 = -1322025.446587
  nChanged 50
		SP:Iteration 32Q (96347.640000 sec): 3 clusters
  Score: Raw -1325129.044243 + Penalty 3096.171905 = -1322032.872338
  nChanged 47
		SP:Iteration 33Q (96347.870000 sec): 3 clusters
  Score: Raw -1325135.665590 + Penalty 3096.171905 = -1322039.493685
  nChanged 40
		SP:Iteration 34Q (96348.120000 sec): 3 clusters
  Score: Raw -1325140.624962 + Penalty 3096.171905 = -1322044.453057
  nChanged 38
		SP:Iteration 35Q (96348.340000 sec): 3 clusters
  Score: Raw -1325146.360964 + Penalty 3096.171905 = -1322050.189059
  nChanged 38
		SP:Iteration 36Q (96348.580000 sec): 3 clusters
  Score: Raw -1325152.172613 + Penalty 3096.171905 = -1322056.000708
  nChanged 35
		SP:Iteration 37Q (96348.790000 sec): 3 clusters
  Score: Raw -1325156.065085 + Penalty 3096.171905 = -1322059.893180
  nChanged 23
		SP:Iteration 38Q (96349.070000 sec): 3 clusters
  Score: Raw -1325158.247563 + Penalty 3096.171905 = -1322062.075658
  nChanged 22
		SP:Iteration 39Q (96349.320000 sec): 3 clusters
  Score: Raw -1325160.220326 + Penalty 3096.171905 = -1322064.048421
  nChanged 15
		SP:Iteration 40F (96349.560000 sec): 3 clusters
  Score: Raw -1325161.528229 + Penalty 3096.171905 = -1322065.356324
  nChanged 16
		SP:Iteration 41Q (96349.770000 sec): 3 clusters
  Score: Raw -1325162.998768 + Penalty 3096.171905 = -1322066.826863
  nChanged 14
		SP:Iteration 42Q (96350.060000 sec): 3 clusters
  Score: Raw -1325164.054582 + Penalty 3096.171905 = -1322067.882677
  nChanged 13
		SP:Iteration 43Q (96350.300000 sec): 3 clusters
  Score: Raw -1325165.664682 + Penalty 3096.171905 = -1322069.492777
  nChanged 22
		SP:Iteration 44Q (96350.560000 sec): 3 clusters
  Score: Raw -1325167.869205 + Penalty 3096.171905 = -1322071.697299
  nChanged 23
		SP:Iteration 45Q (96350.840000 sec): 3 clusters
  Score: Raw -1325170.299017 + Penalty 3096.171905 = -1322074.127111
  nChanged 18
		SP:Iteration 46Q (96351.060000 sec): 3 clusters
  Score: Raw -1325171.913742 + Penalty 3096.171905 = -1322075.741837
  nChanged 21
		SP:Iteration 47Q (96351.320000 sec): 3 clusters
  Score: Raw -1325174.109121 + Penalty 3096.171905 = -1322077.937216
  nChanged 13
		SP:Iteration 48Q (96351.560000 sec): 3 clusters
  Score: Raw -1325175.558635 + Penalty 3096.171905 = -1322079.386730
  nChanged 17
		SP:Iteration 49Q (96351.810000 sec): 3 clusters
  Score: Raw -1325178.408237 + Penalty 3096.171905 = -1322082.236332
  nChanged 12
		SP:Iteration 50Q (96352.050000 sec): 3 clusters
  Score: Raw -1325179.228616 + Penalty 3096.171905 = -1322083.056711
  nChanged 10
		SP:Iteration 51Q (96352.300000 sec): 3 clusters
  Score: Raw -1325180.534036 + Penalty 3096.171905 = -1322084.362131
  nChanged 12
		SP:Iteration 52Q (96352.520000 sec): 3 clusters
  Score: Raw -1325181.555464 + Penalty 3096.171905 = -1322085.383559
  nChanged 13
		SP:Iteration 53Q (96352.790000 sec): 3 clusters
  Score: Raw -1325182.805337 + Penalty 3096.171905 = -1322086.633431
  nChanged 10
		SP:Iteration 54Q (96353.040000 sec): 3 clusters
  Score: Raw -1325183.730972 + Penalty 3096.171905 = -1322087.559066
  nChanged 10
		SP:Iteration 55Q (96353.260000 sec): 3 clusters
  Score: Raw -1325184.626795 + Penalty 3096.171905 = -1322088.454890
  nChanged 9
		SP:Iteration 56Q (96353.510000 sec): 3 clusters
  Score: Raw -1325185.568046 + Penalty 3096.171905 = -1322089.396140
  nChanged 10
		SP:Iteration 57Q (96353.760000 sec): 3 clusters
  Score: Raw -1325186.495096 + Penalty 3096.171905 = -1322090.323191
  nChanged 7
		SP:Iteration 58Q (96353.990000 sec): 3 clusters
  Score: Raw -1325187.021610 + Penalty 3096.171905 = -1322090.849705
  nChanged 4
		SP:Iteration 59Q (96354.210000 sec): 3 clusters
  Score: Raw -1325187.242019 + Penalty 3096.171905 = -1322091.070114
  nChanged 5
		SP:Iteration 60F (96354.440000 sec): 3 clusters
  Score: Raw -1325187.532499 + Penalty 3096.171905 = -1322091.360594
  nChanged 2
		SP:Iteration 61Q (96354.680000 sec): 3 clusters
  Score: Raw -1325187.597340 + Penalty 3096.171905 = -1322091.425435
  nChanged 3
		SP:Iteration 62Q (96354.910000 sec): 3 clusters
  Score: Raw -1325187.715982 + Penalty 3096.171905 = -1322091.544076
  nChanged 2
		SP:Iteration 63Q (96355.160000 sec): 3 clusters
  Score: Raw -1325187.908031 + Penalty 3096.171905 = -1322091.736126
  nChanged 3
		SP:Iteration 64Q (96355.390000 sec): 3 clusters
  Score: Raw -1325188.511498 + Penalty 3096.171905 = -1322092.339593
  nChanged 7
		SP:Iteration 65Q (96355.630000 sec): 3 clusters
  Score: Raw -1325189.640474 + Penalty 3096.171905 = -1322093.468569
  nChanged 11
		SP:Iteration 66Q (96355.870000 sec): 3 clusters
  Score: Raw -1325190.950384 + Penalty 3096.171905 = -1322094.778479
  nChanged 7
		SP:Iteration 67Q (96356.140000 sec): 3 clusters
  Score: Raw -1325191.623695 + Penalty 3096.171905 = -1322095.451790
  nChanged 8
		SP:Iteration 68Q (96356.380000 sec): 3 clusters
  Score: Raw -1325192.207027 + Penalty 3096.171905 = -1322096.035122
  nChanged 5
		SP:Iteration 69Q (96356.610000 sec): 3 clusters
  Score: Raw -1325192.498541 + Penalty 3096.171905 = -1322096.326636
  nChanged 6
		SP:Iteration 70Q (96356.860000 sec): 3 clusters
  Score: Raw -1325192.954982 + Penalty 3096.171905 = -1322096.783077
  nChanged 4
		SP:Iteration 71Q (96357.100000 sec): 3 clusters
  Score: Raw -1325193.211460 + Penalty 3096.171905 = -1322097.039555
  nChanged 5
		SP:Iteration 72Q (96357.350000 sec): 3 clusters
  Score: Raw -1325193.581149 + Penalty 3096.171905 = -1322097.409244
  nChanged 2
		SP:Iteration 73Q (96357.590000 sec): 3 clusters
  Score: Raw -1325193.684426 + Penalty 3096.171905 = -1322097.512521
  nChanged 0
		SP:Iteration 74F (96357.810000 sec): 3 clusters
  Score: Raw -1325193.684426 + Penalty 3096.171905 = -1322097.512521
  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 9.05 GB.

 Trying to split cluster 33 (7919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96357.980000 sec): 2 clusters
  Score: Raw -813340.614304 + Penalty 1458.765785 = -811881.848519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96358.190000 sec): 3 clusters
  Score: Raw -808949.496841 + Penalty 2917.531570 = -806031.965272
  nChanged 3381
		SP:Iteration 1F (96358.390000 sec): 3 clusters
  Score: Raw -810953.961799 + Penalty 2917.531570 = -808036.430229
  nChanged 585
		SP:Iteration 2F (96358.570000 sec): 3 clusters
  Score: Raw -811311.290245 + Penalty 2917.531570 = -808393.758675
  nChanged 504
		SP:Iteration 3F (96358.700000 sec): 3 clusters
  Score: Raw -811681.133780 + Penalty 2917.531570 = -808763.602211
  nChanged 484
		SP:Iteration 4F (96358.960000 sec): 3 clusters
  Score: Raw -812042.706763 + Penalty 2917.531570 = -809125.175193
  nChanged 428
		SP:Iteration 5F (96359.150000 sec): 3 clusters
  Score: Raw -812356.588718 + Penalty 2917.531570 = -809439.057149
  nChanged 397
		SP:Iteration 6F (96359.380000 sec): 3 clusters
  Score: Raw -812619.276575 + Penalty 2917.531570 = -809701.745006
  nChanged 347
		SP:Iteration 7Q (96359.560000 sec): 3 clusters
  Score: Raw -812813.533398 + Penalty 2917.531570 = -809896.001828
  nChanged 292
		SP:Iteration 8Q (96359.760000 sec): 3 clusters
  Score: Raw -812985.945757 + Penalty 2917.531570 = -810068.414188
  nChanged 262
		SP:Iteration 9Q (96359.960000 sec): 3 clusters
  Score: Raw -813116.052873 + Penalty 2917.531570 = -810198.521303
  nChanged 215
		SP:Iteration 10Q (96360.140000 sec): 3 clusters
  Score: Raw -813217.256889 + Penalty 2917.531570 = -810299.725319
  nChanged 168
		SP:Iteration 11Q (96360.380000 sec): 3 clusters
  Score: Raw -813290.342905 + Penalty 2917.531570 = -810372.811335
  nChanged 155
		SP:Iteration 12Q (96360.560000 sec): 3 clusters
  Score: Raw -813361.023520 + Penalty 2917.531570 = -810443.491950
  nChanged 143
		SP:Iteration 13Q (96360.800000 sec): 3 clusters
  Score: Raw -813433.742678 + Penalty 2917.531570 = -810516.211109
  nChanged 148
		SP:Iteration 14Q (96360.980000 sec): 3 clusters
  Score: Raw -813501.757422 + Penalty 2917.531570 = -810584.225853
  nChanged 144
		SP:Iteration 15Q (96361.220000 sec): 3 clusters
  Score: Raw -813576.058704 + Penalty 2917.531570 = -810658.527135
  nChanged 149
		SP:Iteration 16Q (96361.410000 sec): 3 clusters
  Score: Raw -813671.369837 + Penalty 2917.531570 = -810753.838267
  nChanged 157
		SP:Iteration 17Q (96361.610000 sec): 3 clusters
  Score: Raw -813793.441717 + Penalty 2917.531570 = -810875.910148
  nChanged 157
		SP:Iteration 18Q (96361.860000 sec): 3 clusters
  Score: Raw -813942.988612 + Penalty 2917.531570 = -811025.457042
  nChanged 156
		SP:Iteration 19Q (96362.040000 sec): 3 clusters
  Score: Raw -814089.513800 + Penalty 2917.531570 = -811171.982231
  nChanged 146
		SP:Iteration 20F (96362.250000 sec): 3 clusters
  Score: Raw -814202.681279 + Penalty 2917.531570 = -811285.149709
  nChanged 93
		SP:Iteration 21Q (96362.460000 sec): 3 clusters
  Score: Raw -814247.909955 + Penalty 2917.531570 = -811330.378385
  nChanged 60
		SP:Iteration 22Q (96362.650000 sec): 3 clusters
  Score: Raw -814273.099468 + Penalty 2917.531570 = -811355.567898
  nChanged 55
		SP:Iteration 23Q (96362.870000 sec): 3 clusters
  Score: Raw -814290.503182 + Penalty 2917.531570 = -811372.971613
  nChanged 40
		SP:Iteration 24Q (96363.030000 sec): 3 clusters
  Score: Raw -814301.605045 + Penalty 2917.531570 = -811384.073475
  nChanged 33
		SP:Iteration 25Q (96363.260000 sec): 3 clusters
  Score: Raw -814310.770194 + Penalty 2917.531570 = -811393.238624
  nChanged 27
		SP:Iteration 26Q (96363.490000 sec): 3 clusters
  Score: Raw -814317.946986 + Penalty 2917.531570 = -811400.415416
  nChanged 24
		SP:Iteration 27Q (96363.680000 sec): 3 clusters
  Score: Raw -814323.360834 + Penalty 2917.531570 = -811405.829264
  nChanged 12
		SP:Iteration 28Q (96363.870000 sec): 3 clusters
  Score: Raw -814326.517179 + Penalty 2917.531570 = -811408.985610
  nChanged 12
		SP:Iteration 29Q (96364.030000 sec): 3 clusters
  Score: Raw -814329.582916 + Penalty 2917.531570 = -811412.051346
  nChanged 13
		SP:Iteration 30Q (96364.260000 sec): 3 clusters
  Score: Raw -814332.769894 + Penalty 2917.531570 = -811415.238324
  nChanged 6
		SP:Iteration 31Q (96364.420000 sec): 3 clusters
  Score: Raw -814334.380791 + Penalty 2917.531570 = -811416.849221
  nChanged 4
		SP:Iteration 32Q (96364.640000 sec): 3 clusters
  Score: Raw -814335.684437 + Penalty 2917.531570 = -811418.152867
  nChanged 4
		SP:Iteration 33Q (96364.880000 sec): 3 clusters
  Score: Raw -814336.704640 + Penalty 2917.531570 = -811419.173070
  nChanged 3
		SP:Iteration 34Q (96365.100000 sec): 3 clusters
  Score: Raw -814338.446889 + Penalty 2917.531570 = -811420.915319
  nChanged 3
		SP:Iteration 35Q (96365.300000 sec): 3 clusters
  Score: Raw -814339.272156 + Penalty 2917.531570 = -811421.740586
  nChanged 3
		SP:Iteration 36Q (96365.500000 sec): 3 clusters
  Score: Raw -814340.519158 + Penalty 2917.531570 = -811422.987588
  nChanged 3
		SP:Iteration 37Q (96365.710000 sec): 3 clusters
  Score: Raw -814341.671639 + Penalty 2917.531570 = -811424.140070
  nChanged 2
		SP:Iteration 38Q (96365.960000 sec): 3 clusters
  Score: Raw -814342.225276 + Penalty 2917.531570 = -811424.693706
  nChanged 3
		SP:Iteration 39Q (96366.140000 sec): 3 clusters
  Score: Raw -814342.781799 + Penalty 2917.531570 = -811425.250230
  nChanged 1
		SP:Iteration 40F (96366.300000 sec): 3 clusters
  Score: Raw -814342.823751 + Penalty 2917.531570 = -811425.292182
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (12476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96366.440000 sec): 2 clusters
  Score: Raw -1395813.397609 + Penalty 1532.628838 = -1394280.768771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96366.650000 sec): 3 clusters
  Score: Raw -1388555.641571 + Penalty 3065.257675 = -1385490.383896
  nChanged 5566
		SP:Iteration 1F (96366.820000 sec): 3 clusters
  Score: Raw -1391593.910707 + Penalty 3065.257675 = -1388528.653032
  nChanged 756
		SP:Iteration 2F (96367.030000 sec): 3 clusters
  Score: Raw -1391937.624355 + Penalty 3065.257675 = -1388872.366680
  nChanged 681
		SP:Iteration 3F (96367.220000 sec): 3 clusters
  Score: Raw -1392255.861853 + Penalty 3065.257675 = -1389190.604178
  nChanged 569
		SP:Iteration 4Q (96367.430000 sec): 3 clusters
  Score: Raw -1392532.286834 + Penalty 3065.257675 = -1389467.029158
  nChanged 567
		SP:Iteration 5Q (96367.630000 sec): 3 clusters
  Score: Raw -1392850.870764 + Penalty 3065.257675 = -1389785.613089
  nChanged 634
		SP:Iteration 6F (96367.820000 sec): 3 clusters
  Score: Raw -1393284.617665 + Penalty 3065.257675 = -1390219.359990
  nChanged 724
		SP:Iteration 7F (96368.100000 sec): 3 clusters
  Score: Raw -1393934.026543 + Penalty 3065.257675 = -1390868.768867
  nChanged 839
		SP:Iteration 8F (96368.300000 sec): 3 clusters
  Score: Raw -1394785.443807 + Penalty 3065.257675 = -1391720.186132
  nChanged 911
		SP:Iteration 9F (96368.540000 sec): 3 clusters
  Score: Raw -1395920.681353 + Penalty 3065.257675 = -1392855.423677
  nChanged 802
		SP:Iteration 10F (96368.820000 sec): 3 clusters
  Score: Raw -1396992.150596 + Penalty 3065.257675 = -1393926.892921
  nChanged 561
		SP:Iteration 11Q (96369.020000 sec): 3 clusters
  Score: Raw -1397809.222332 + Penalty 3065.257675 = -1394743.964656
  nChanged 349
		SP:Iteration 12Q (96369.240000 sec): 3 clusters
  Score: Raw -1398176.770595 + Penalty 3065.257675 = -1395111.512920
  nChanged 212
		SP:Iteration 13Q (96369.460000 sec): 3 clusters
  Score: Raw -1398282.017801 + Penalty 3065.257675 = -1395216.760126
  nChanged 119
		SP:Iteration 14Q (96369.650000 sec): 3 clusters
  Score: Raw -1398343.425776 + Penalty 3065.257675 = -1395278.168101
  nChanged 113
		SP:Iteration 15Q (96369.870000 sec): 3 clusters
  Score: Raw -1398412.885011 + Penalty 3065.257675 = -1395347.627335
  nChanged 133
		SP:Iteration 16Q (96370.100000 sec): 3 clusters
  Score: Raw -1398506.486591 + Penalty 3065.257675 = -1395441.228916
  nChanged 166
		SP:Iteration 17Q (96370.290000 sec): 3 clusters
  Score: Raw -1398678.996552 + Penalty 3065.257675 = -1395613.738876
  nChanged 205
		SP:Iteration 18Q (96370.560000 sec): 3 clusters
  Score: Raw -1398989.324399 + Penalty 3065.257675 = -1395924.066724
  nChanged 272
		SP:Iteration 19Q (96370.780000 sec): 3 clusters
  Score: Raw -1399435.678515 + Penalty 3065.257675 = -1396370.420840
  nChanged 250
		SP:Iteration 20F (96370.960000 sec): 3 clusters
  Score: Raw -1399786.150330 + Penalty 3065.257675 = -1396720.892655
  nChanged 194
		SP:Iteration 21Q (96371.220000 sec): 3 clusters
  Score: Raw -1399949.183053 + Penalty 3065.257675 = -1396883.925378
  nChanged 95
		SP:Iteration 22Q (96371.440000 sec): 3 clusters
  Score: Raw -1399984.481620 + Penalty 3065.257675 = -1396919.223944
  nChanged 45
		SP:Iteration 23Q (96371.680000 sec): 3 clusters
  Score: Raw -1399994.267903 + Penalty 3065.257675 = -1396929.010228
  nChanged 27
		SP:Iteration 24Q (96371.890000 sec): 3 clusters
  Score: Raw -1399999.392568 + Penalty 3065.257675 = -1396934.134893
  nChanged 21
		SP:Iteration 25Q (96372.160000 sec): 3 clusters
  Score: Raw -1400002.419871 + Penalty 3065.257675 = -1396937.162196
  nChanged 12
		SP:Iteration 26Q (96372.360000 sec): 3 clusters
  Score: Raw -1400004.003507 + Penalty 3065.257675 = -1396938.745832
  nChanged 8
		SP:Iteration 27Q (96372.580000 sec): 3 clusters
  Score: Raw -1400004.758112 + Penalty 3065.257675 = -1396939.500437
  nChanged 4
		SP:Iteration 28Q (96372.760000 sec): 3 clusters
  Score: Raw -1400005.013190 + Penalty 3065.257675 = -1396939.755515
  nChanged 4
		SP:Iteration 29Q (96373.030000 sec): 3 clusters
  Score: Raw -1400005.570331 + Penalty 3065.257675 = -1396940.312656
  nChanged 6
		SP:Iteration 30Q (96373.220000 sec): 3 clusters
  Score: Raw -1400006.257664 + Penalty 3065.257675 = -1396940.999989
  nChanged 3
		SP:Iteration 31Q (96373.470000 sec): 3 clusters
  Score: Raw -1400006.467838 + Penalty 3065.257675 = -1396941.210163
  nChanged 0
		SP:Iteration 32F (96373.680000 sec): 3 clusters
  Score: Raw -1400006.467838 + Penalty 3065.257675 = -1396941.210163
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Iteration 59Q (96482.580000 sec): 53 clusters
  Score: Raw -133929449.654108 + Penalty 118680.010959 = -133810769.643149
  nChanged 23919
Iteration 60F (96638.050000 sec): 53 clusters
  Score: Raw -133941164.051554 + Penalty 118680.010959 = -133822484.040595
  nChanged 18835
Iteration 61Q (96740.440000 sec): 53 clusters
  Score: Raw -133945959.862168 + Penalty 118680.010959 = -133827279.851209
  nChanged 12790
Iteration 62Q (96843.150000 sec): 53 clusters
  Score: Raw -133948627.759604 + Penalty 118680.010959 = -133829947.748645
  nChanged 10588
Iteration 63Q (96948.440000 sec): 53 clusters
  Score: Raw -133950692.689730 + Penalty 118680.010959 = -133832012.678771
  nChanged 9374
Iteration 64Q (97043.550000 sec): 53 clusters
  Score: Raw -133952417.735374 + Penalty 118680.010959 = -133833737.724415
  nChanged 8550
Iteration 65Q (97144.820000 sec): 53 clusters
  Score: Raw -133953994.923532 + Penalty 118680.010959 = -133835314.912573
  nChanged 7731
Iteration 66Q (97246.530000 sec): 53 clusters
  Score: Raw -133955289.923832 + Penalty 118680.010959 = -133836609.912873
  nChanged 7160
Iteration 67Q (97347.060000 sec): 53 clusters
  Score: Raw -133956387.582455 + Penalty 118680.010959 = -133837707.571496
  nChanged 6646
Iteration 68Q (97450.460000 sec): 53 clusters
  Score: Raw -133957409.069947 + Penalty 118680.010959 = -133838729.058988
  nChanged 6453
Iteration 69Q (97546.970000 sec): 53 clusters
  Score: Raw -133958444.124352 + Penalty 118680.010959 = -133839764.113392
  nChanged 6084
Iteration 70Q (97649.350000 sec): 53 clusters
  Score: Raw -133959407.118015 + Penalty 118680.010959 = -133840727.107056
  nChanged 5819
Iteration 71Q (97746.340000 sec): 53 clusters
  Score: Raw -133960248.118017 + Penalty 118680.010959 = -133841568.107057
  nChanged 5417
Iteration 72Q (97849.850000 sec): 53 clusters
  Score: Raw -133960913.044002 + Penalty 118680.010959 = -133842233.033043
  nChanged 5184
Iteration 73Q (97943.180000 sec): 53 clusters
  Score: Raw -133961463.249820 + Penalty 118680.010959 = -133842783.238861
  nChanged 4782
Iteration 74Q (98042.420000 sec): 53 clusters
  Score: Raw -133961914.777257 + Penalty 118680.010959 = -133843234.766298
  nChanged 4380
Iteration 75Q (98138.550000 sec): 53 clusters
  Score: Raw -133962291.088153 + Penalty 118680.010959 = -133843611.077194
  nChanged 4179
Iteration 76Q (98236.070000 sec): 53 clusters
  Score: Raw -133962631.081667 + Penalty 118680.010959 = -133843951.070708
  nChanged 3894
Iteration 77Q (98340.440000 sec): 53 clusters
  Score: Raw -133962923.844292 + Penalty 118680.010959 = -133844243.833333
  nChanged 3574
Iteration 78Q (98441.920000 sec): 53 clusters
  Score: Raw -133963177.310350 + Penalty 118680.010959 = -133844497.299390
  nChanged 3386
Iteration 79Q (98546.340000 sec): 53 clusters
  Score: Raw -133963405.753627 + Penalty 118680.010959 = -133844725.742668
  nChanged 3130
Iteration 80F (98704.000000 sec): 53 clusters
  Score: Raw -133963680.295102 + Penalty 118680.010959 = -133845000.284143
  nChanged 3011
Iteration 81Q (98808.310000 sec): 53 clusters
  Score: Raw -133963953.575732 + Penalty 118680.010959 = -133845273.564773
  nChanged 2835
Iteration 82Q (98903.480000 sec): 53 clusters
  Score: Raw -133964246.173414 + Penalty 118680.010959 = -133845566.162455
  nChanged 2610
Iteration 83Q (99004.110000 sec): 53 clusters
  Score: Raw -133964476.660420 + Penalty 118680.010959 = -133845796.649461
  nChanged 2407
Iteration 84Q (99103.160000 sec): 53 clusters
  Score: Raw -133964618.190308 + Penalty 118680.010959 = -133845938.179349
  nChanged 2217
Iteration 85Q (99203.630000 sec): 53 clusters
  Score: Raw -133964738.243660 + Penalty 118680.010959 = -133846058.232701
  nChanged 2033
Iteration 86Q (99294.170000 sec): 53 clusters
  Score: Raw -133964840.321869 + Penalty 118680.010959 = -133846160.310910
  nChanged 1888
Iteration 87Q (99391.480000 sec): 53 clusters
  Score: Raw -133964937.074942 + Penalty 118680.010959 = -133846257.063983
  nChanged 1801
Iteration 88Q (99488.380000 sec): 53 clusters
  Score: Raw -133965026.825158 + Penalty 118680.010959 = -133846346.814199
  nChanged 1704
Iteration 89Q (99591.000000 sec): 53 clusters
  Score: Raw -133965107.526281 + Penalty 118680.010959 = -133846427.515322
  nChanged 1609
Iteration 90Q (99680.360000 sec): 53 clusters
  Score: Raw -133965184.027458 + Penalty 118680.010959 = -133846504.016499
  nChanged 1493
Iteration 91Q (99781.720000 sec): 53 clusters
  Score: Raw -133965255.933035 + Penalty 118680.010959 = -133846575.922076
  nChanged 1431
Iteration 92Q (99885.380000 sec): 53 clusters
  Score: Raw -133965319.429966 + Penalty 118680.010959 = -133846639.419007
  nChanged 1301
Iteration 93Q (99983.420000 sec): 53 clusters
  Score: Raw -133965376.434239 + Penalty 118680.010959 = -133846696.423280
  nChanged 1234
Iteration 94Q (100087.270000 sec): 53 clusters
  Score: Raw -133965431.249830 + Penalty 118680.010959 = -133846751.238871
  nChanged 1187
Iteration 95Q (100190.350000 sec): 53 clusters
  Score: Raw -133965480.882011 + Penalty 118680.010959 = -133846800.871052
  nChanged 1116
Iteration 96Q (100299.530000 sec): 53 clusters
  Score: Raw -133965529.487034 + Penalty 118680.010959 = -133846849.476074
  nChanged 1082
Iteration 97Q (100405.360000 sec): 53 clusters
  Score: Raw -133965575.342977 + Penalty 118680.010959 = -133846895.332018
  nChanged 1006
Iteration 98Q (100509.330000 sec): 53 clusters
  Score: Raw -133965616.399861 + Penalty 118680.010959 = -133846936.388902
  nChanged 1002
Writing temp clu file 
Because OldScore, -133846895.332018, is greater than current (better) Score,-133846936.388902 
 Compute initial score before splitting:   Score: Raw -133965616.399861 + Penalty 118680.010959 = -133846936.388902
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100509.770000 sec): 2 clusters
  Score: Raw -645482.993023 + Penalty 1417.339837 = -644065.653187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100509.990000 sec): 3 clusters
  Score: Raw -642213.008340 + Penalty 2834.679673 = -639378.328666
  nChanged 2615
		SP:Iteration 1F (100510.210000 sec): 3 clusters
  Score: Raw -643756.792225 + Penalty 2834.679673 = -640922.112551
  nChanged 423
		SP:Iteration 2F (100510.340000 sec): 3 clusters
  Score: Raw -643987.619913 + Penalty 2834.679673 = -641152.940239
  nChanged 338
		SP:Iteration 3F (100510.530000 sec): 3 clusters
  Score: Raw -644180.615302 + Penalty 2834.679673 = -641345.935629
  nChanged 294
		SP:Iteration 4Q (100510.740000 sec): 3 clusters
  Score: Raw -644350.773803 + Penalty 2834.679673 = -641516.094130
  nChanged 301
		SP:Iteration 5Q (100510.910000 sec): 3 clusters
  Score: Raw -644554.770082 + Penalty 2834.679673 = -641720.090408
  nChanged 340
		SP:Iteration 6F (100511.110000 sec): 3 clusters
  Score: Raw -644794.848374 + Penalty 2834.679673 = -641960.168701
  nChanged 330
		SP:Iteration 7F (100511.310000 sec): 3 clusters
  Score: Raw -645025.477070 + Penalty 2834.679673 = -642190.797397
  nChanged 283
		SP:Iteration 8Q (100511.490000 sec): 3 clusters
  Score: Raw -645226.466356 + Penalty 2834.679673 = -642391.786683
  nChanged 255
		SP:Iteration 9Q (100511.650000 sec): 3 clusters
  Score: Raw -645363.335978 + Penalty 2834.679673 = -642528.656305
  nChanged 199
		SP:Iteration 10Q (100511.830000 sec): 3 clusters
  Score: Raw -645478.428660 + Penalty 2834.679673 = -642643.748987
  nChanged 157
		SP:Iteration 11Q (100512.040000 sec): 3 clusters
  Score: Raw -645555.832288 + Penalty 2834.679673 = -642721.152614
  nChanged 114
		SP:Iteration 12Q (100512.240000 sec): 3 clusters
  Score: Raw -645605.643764 + Penalty 2834.679673 = -642770.964091
  nChanged 90
		SP:Iteration 13Q (100512.430000 sec): 3 clusters
  Score: Raw -645641.152851 + Penalty 2834.679673 = -642806.473177
  nChanged 83
		SP:Iteration 14Q (100512.630000 sec): 3 clusters
  Score: Raw -645676.006112 + Penalty 2834.679673 = -642841.326439
  nChanged 59
		SP:Iteration 15Q (100512.850000 sec): 3 clusters
  Score: Raw -645700.200649 + Penalty 2834.679673 = -642865.520976
  nChanged 48
		SP:Iteration 16Q (100513.060000 sec): 3 clusters
  Score: Raw -645716.324678 + Penalty 2834.679673 = -642881.645005
  nChanged 35
		SP:Iteration 17Q (100513.220000 sec): 3 clusters
  Score: Raw -645727.428350 + Penalty 2834.679673 = -642892.748677
  nChanged 31
		SP:Iteration 18Q (100513.430000 sec): 3 clusters
  Score: Raw -645735.924025 + Penalty 2834.679673 = -642901.244352
  nChanged 27
		SP:Iteration 19Q (100513.580000 sec): 3 clusters
  Score: Raw -645743.510704 + Penalty 2834.679673 = -642908.831030
  nChanged 23
		SP:Iteration 20F (100513.790000 sec): 3 clusters
  Score: Raw -645749.301044 + Penalty 2834.679673 = -642914.621371
  nChanged 22
		SP:Iteration 21Q (100514.020000 sec): 3 clusters
  Score: Raw -645754.946263 + Penalty 2834.679673 = -642920.266589
  nChanged 13
		SP:Iteration 22Q (100514.130000 sec): 3 clusters
  Score: Raw -645759.212516 + Penalty 2834.679673 = -642924.532843
  nChanged 16
		SP:Iteration 23Q (100514.280000 sec): 3 clusters
  Score: Raw -645764.091933 + Penalty 2834.679673 = -642929.412260
  nChanged 22
		SP:Iteration 24Q (100514.500000 sec): 3 clusters
  Score: Raw -645772.688786 + Penalty 2834.679673 = -642938.009113
  nChanged 21
		SP:Iteration 25Q (100514.670000 sec): 3 clusters
  Score: Raw -645779.092988 + Penalty 2834.679673 = -642944.413315
  nChanged 14
		SP:Iteration 26Q (100514.860000 sec): 3 clusters
  Score: Raw -645784.837930 + Penalty 2834.679673 = -642950.158256
  nChanged 23
		SP:Iteration 27Q (100515.050000 sec): 3 clusters
  Score: Raw -645790.503066 + Penalty 2834.679673 = -642955.823393
  nChanged 15
		SP:Iteration 28Q (100515.250000 sec): 3 clusters
  Score: Raw -645795.016124 + Penalty 2834.679673 = -642960.336451
  nChanged 11
		SP:Iteration 29Q (100515.460000 sec): 3 clusters
  Score: Raw -645798.118675 + Penalty 2834.679673 = -642963.439002
  nChanged 13
		SP:Iteration 30Q (100515.650000 sec): 3 clusters
  Score: Raw -645801.477317 + Penalty 2834.679673 = -642966.797644
  nChanged 12
		SP:Iteration 31Q (100515.860000 sec): 3 clusters
  Score: Raw -645804.279820 + Penalty 2834.679673 = -642969.600147
  nChanged 6
		SP:Iteration 32Q (100516.070000 sec): 3 clusters
  Score: Raw -645806.119909 + Penalty 2834.679673 = -642971.440236
  nChanged 2
		SP:Iteration 33Q (100516.280000 sec): 3 clusters
  Score: Raw -645806.645429 + Penalty 2834.679673 = -642971.965756
  nChanged 4
		SP:Iteration 34Q (100516.460000 sec): 3 clusters
  Score: Raw -645807.146307 + Penalty 2834.679673 = -642972.466633
  nChanged 2
		SP:Iteration 35Q (100516.700000 sec): 3 clusters
  Score: Raw -645807.581313 + Penalty 2834.679673 = -642972.901639
  nChanged 2
		SP:Iteration 36Q (100516.880000 sec): 3 clusters
  Score: Raw -645808.139581 + Penalty 2834.679673 = -642973.459908
  nChanged 4
		SP:Iteration 37Q (100517.090000 sec): 3 clusters
  Score: Raw -645808.744813 + Penalty 2834.679673 = -642974.065140
  nChanged 2
		SP:Iteration 38Q (100517.260000 sec): 3 clusters
  Score: Raw -645809.111732 + Penalty 2834.679673 = -642974.432059
  nChanged 3
		SP:Iteration 39Q (100517.440000 sec): 3 clusters
  Score: Raw -645809.490827 + Penalty 2834.679673 = -642974.811154
  nChanged 0
		SP:Iteration 40F (100517.670000 sec): 3 clusters
  Score: Raw -645809.490827 + Penalty 2834.679673 = -642974.811154
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100517.750000 sec): 2 clusters
  Score: Raw -152869.621582 + Penalty 1181.425844 = -151688.195738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100517.930000 sec): 3 clusters
  Score: Raw -152305.131878 + Penalty 2362.851688 = -149942.280190
  nChanged 505
		SP:Iteration 1F (100518.080000 sec): 3 clusters
  Score: Raw -152804.581744 + Penalty 2362.851688 = -150441.730056
  nChanged 140
		SP:Iteration 2F (100518.210000 sec): 3 clusters
  Score: Raw -153001.244094 + Penalty 2362.851688 = -150638.392406
  nChanged 102
		SP:Iteration 3F (100518.410000 sec): 3 clusters
  Score: Raw -153144.695000 + Penalty 2362.851688 = -150781.843312
  nChanged 71
		SP:Iteration 4Q (100518.570000 sec): 3 clusters
  Score: Raw -153260.175289 + Penalty 2362.851688 = -150897.323601
  nChanged 67
		SP:Iteration 5Q (100518.720000 sec): 3 clusters
  Score: Raw -153353.981805 + Penalty 2362.851688 = -150991.130117
  nChanged 53
		SP:Iteration 6Q (100518.880000 sec): 3 clusters
  Score: Raw -153417.613763 + Penalty 2362.851688 = -151054.762075
  nChanged 28
		SP:Iteration 7Q (100519.010000 sec): 3 clusters
  Score: Raw -153452.562697 + Penalty 2362.851688 = -151089.711009
  nChanged 25
		SP:Iteration 8Q (100519.200000 sec): 3 clusters
  Score: Raw -153480.661083 + Penalty 2362.851688 = -151117.809395
  nChanged 16
		SP:Iteration 9Q (100519.330000 sec): 3 clusters
  Score: Raw -153494.507849 + Penalty 2362.851688 = -151131.656161
  nChanged 14
		SP:Iteration 10Q (100519.490000 sec): 3 clusters
  Score: Raw -153503.665613 + Penalty 2362.851688 = -151140.813925
  nChanged 8
		SP:Iteration 11Q (100519.630000 sec): 3 clusters
  Score: Raw -153510.208128 + Penalty 2362.851688 = -151147.356440
  nChanged 8
		SP:Iteration 12Q (100519.750000 sec): 3 clusters
  Score: Raw -153515.669858 + Penalty 2362.851688 = -151152.818170
  nChanged 3
		SP:Iteration 13Q (100519.930000 sec): 3 clusters
  Score: Raw -153518.825154 + Penalty 2362.851688 = -151155.973466
  nChanged 5
		SP:Iteration 14Q (100520.070000 sec): 3 clusters
  Score: Raw -153521.854639 + Penalty 2362.851688 = -151159.002951
  nChanged 3
		SP:Iteration 15Q (100520.240000 sec): 3 clusters
  Score: Raw -153524.393306 + Penalty 2362.851688 = -151161.541618
  nChanged 6
		SP:Iteration 16Q (100520.380000 sec): 3 clusters
  Score: Raw -153530.121569 + Penalty 2362.851688 = -151167.269881
  nChanged 5
		SP:Iteration 17Q (100520.510000 sec): 3 clusters
  Score: Raw -153537.545332 + Penalty 2362.851688 = -151174.693644
  nChanged 10
		SP:Iteration 18Q (100520.610000 sec): 3 clusters
  Score: Raw -153544.708888 + Penalty 2362.851688 = -151181.857200
  nChanged 4
		SP:Iteration 19Q (100520.770000 sec): 3 clusters
  Score: Raw -153548.256388 + Penalty 2362.851688 = -151185.404700
  nChanged 3
		SP:Iteration 20F (100520.870000 sec): 3 clusters
  Score: Raw -153550.383255 + Penalty 2362.851688 = -151187.531567
  nChanged 4
		SP:Iteration 21Q (100521.020000 sec): 3 clusters
  Score: Raw -153552.893502 + Penalty 2362.851688 = -151190.041814
  nChanged 5
		SP:Iteration 22Q (100521.150000 sec): 3 clusters
  Score: Raw -153562.845336 + Penalty 2362.851688 = -151199.993648
  nChanged 11
		SP:Iteration 23Q (100521.320000 sec): 3 clusters
  Score: Raw -153578.731456 + Penalty 2362.851688 = -151215.879769
  nChanged 11
		SP:Iteration 24Q (100521.440000 sec): 3 clusters
  Score: Raw -153588.138466 + Penalty 2362.851688 = -151225.286778
  nChanged 11
		SP:Iteration 25Q (100521.620000 sec): 3 clusters
  Score: Raw -153598.431938 + Penalty 2362.851688 = -151235.580250
  nChanged 7
		SP:Iteration 26Q (100521.760000 sec): 3 clusters
  Score: Raw -153603.846882 + Penalty 2362.851688 = -151240.995194
  nChanged 8
		SP:Iteration 27Q (100521.920000 sec): 3 clusters
  Score: Raw -153609.558871 + Penalty 2362.851688 = -151246.707183
  nChanged 4
		SP:Iteration 28Q (100522.100000 sec): 3 clusters
  Score: Raw -153611.128795 + Penalty 2362.851688 = -151248.277107
  nChanged 5
		SP:Iteration 29Q (100522.200000 sec): 3 clusters
  Score: Raw -153614.162330 + Penalty 2362.851688 = -151251.310642
  nChanged 4
		SP:Iteration 30Q (100522.350000 sec): 3 clusters
  Score: Raw -153616.471011 + Penalty 2362.851688 = -151253.619323
  nChanged 2
		SP:Iteration 31Q (100522.500000 sec): 3 clusters
  Score: Raw -153617.320179 + Penalty 2362.851688 = -151254.468491
  nChanged 2
		SP:Iteration 32Q (100522.600000 sec): 3 clusters
  Score: Raw -153618.463865 + Penalty 2362.851688 = -151255.612177
  nChanged 2
		SP:Iteration 33Q (100522.790000 sec): 3 clusters
  Score: Raw -153619.567201 + Penalty 2362.851688 = -151256.715513
  nChanged 3
		SP:Iteration 34Q (100522.880000 sec): 3 clusters
  Score: Raw -153621.225400 + Penalty 2362.851688 = -151258.373712
  nChanged 3
		SP:Iteration 35Q (100523.020000 sec): 3 clusters
  Score: Raw -153623.880380 + Penalty 2362.851688 = -151261.028692
  nChanged 4
		SP:Iteration 36Q (100523.220000 sec): 3 clusters
  Score: Raw -153626.779664 + Penalty 2362.851688 = -151263.927976
  nChanged 2
		SP:Iteration 37Q (100523.370000 sec): 3 clusters
  Score: Raw -153629.538928 + Penalty 2362.851688 = -151266.687240
  nChanged 1
		SP:Iteration 38Q (100523.550000 sec): 3 clusters
  Score: Raw -153630.738038 + Penalty 2362.851688 = -151267.886350
  nChanged 2
		SP:Iteration 39Q (100523.720000 sec): 3 clusters
  Score: Raw -153631.897250 + Penalty 2362.851688 = -151269.045562
  nChanged 0
		SP:Iteration 40F (100523.900000 sec): 3 clusters
  Score: Raw -153631.897250 + Penalty 2362.851688 = -151269.045562
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (7842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100524.030000 sec): 2 clusters
  Score: Raw -813948.821536 + Penalty 1457.177992 = -812491.643544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100524.270000 sec): 3 clusters
  Score: Raw -809706.024164 + Penalty 2914.355984 = -806791.668180
  nChanged 3288
		SP:Iteration 1F (100524.520000 sec): 3 clusters
  Score: Raw -812009.364729 + Penalty 2914.355984 = -809095.008745
  nChanged 770
		SP:Iteration 2F (100524.690000 sec): 3 clusters
  Score: Raw -812749.101365 + Penalty 2914.355984 = -809834.745380
  nChanged 699
		SP:Iteration 3F (100524.930000 sec): 3 clusters
  Score: Raw -813519.864368 + Penalty 2914.355984 = -810605.508384
  nChanged 626
		SP:Iteration 4F (100525.080000 sec): 3 clusters
  Score: Raw -814215.787495 + Penalty 2914.355984 = -811301.431510
  nChanged 535
		SP:Iteration 5F (100525.330000 sec): 3 clusters
  Score: Raw -814876.489925 + Penalty 2914.355984 = -811962.133941
  nChanged 417
		SP:Iteration 6F (100525.480000 sec): 3 clusters
  Score: Raw -815247.419696 + Penalty 2914.355984 = -812333.063711
  nChanged 248
		SP:Iteration 7Q (100525.680000 sec): 3 clusters
  Score: Raw -815404.304712 + Penalty 2914.355984 = -812489.948727
  nChanged 183
		SP:Iteration 8Q (100525.920000 sec): 3 clusters
  Score: Raw -815480.837647 + Penalty 2914.355984 = -812566.481663
  nChanged 114
		SP:Iteration 9Q (100526.110000 sec): 3 clusters
  Score: Raw -815522.773412 + Penalty 2914.355984 = -812608.417427
  nChanged 83
		SP:Iteration 10Q (100526.310000 sec): 3 clusters
  Score: Raw -815547.803375 + Penalty 2914.355984 = -812633.447391
  nChanged 66
		SP:Iteration 11Q (100526.540000 sec): 3 clusters
  Score: Raw -815570.198029 + Penalty 2914.355984 = -812655.842044
  nChanged 58
		SP:Iteration 12Q (100526.710000 sec): 3 clusters
  Score: Raw -815585.915099 + Penalty 2914.355984 = -812671.559115
  nChanged 42
		SP:Iteration 13Q (100526.910000 sec): 3 clusters
  Score: Raw -815597.772294 + Penalty 2914.355984 = -812683.416310
  nChanged 41
		SP:Iteration 14Q (100527.050000 sec): 3 clusters
  Score: Raw -815604.528412 + Penalty 2914.355984 = -812690.172428
  nChanged 27
		SP:Iteration 15Q (100527.260000 sec): 3 clusters
  Score: Raw -815610.051254 + Penalty 2914.355984 = -812695.695269
  nChanged 26
		SP:Iteration 16Q (100527.460000 sec): 3 clusters
  Score: Raw -815615.041299 + Penalty 2914.355984 = -812700.685315
  nChanged 23
		SP:Iteration 17Q (100527.680000 sec): 3 clusters
  Score: Raw -815619.224533 + Penalty 2914.355984 = -812704.868548
  nChanged 19
		SP:Iteration 18Q (100527.880000 sec): 3 clusters
  Score: Raw -815622.855441 + Penalty 2914.355984 = -812708.499457
  nChanged 19
		SP:Iteration 19Q (100528.080000 sec): 3 clusters
  Score: Raw -815629.088290 + Penalty 2914.355984 = -812714.732306
  nChanged 10
		SP:Iteration 20F (100528.300000 sec): 3 clusters
  Score: Raw -815631.122926 + Penalty 2914.355984 = -812716.766942
  nChanged 12
		SP:Iteration 21Q (100528.480000 sec): 3 clusters
  Score: Raw -815633.144205 + Penalty 2914.355984 = -812718.788220
  nChanged 7
		SP:Iteration 22Q (100528.700000 sec): 3 clusters
  Score: Raw -815633.905113 + Penalty 2914.355984 = -812719.549128
  nChanged 2
		SP:Iteration 23Q (100528.880000 sec): 3 clusters
  Score: Raw -815634.137232 + Penalty 2914.355984 = -812719.781248
  nChanged 1
		SP:Iteration 24Q (100529.090000 sec): 3 clusters
  Score: Raw -815634.237547 + Penalty 2914.355984 = -812719.881563
  nChanged 1
		SP:Iteration 25Q (100529.290000 sec): 3 clusters
  Score: Raw -815634.307690 + Penalty 2914.355984 = -812719.951705
  nChanged 0
		SP:Iteration 26F (100529.490000 sec): 3 clusters
  Score: Raw -815634.307690 + Penalty 2914.355984 = -812719.951705
  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 9.05 GB.

 Trying to split cluster 4 (469169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100531.940000 sec): 2 clusters
  Score: Raw -52076567.843726 + Penalty 2122.041728 = -52074445.801998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100534.640000 sec): 3 clusters
  Score: Raw -51760911.512734 + Penalty 4244.083455 = -51756667.429278
  nChanged 229865
		SP:Iteration 1F (100537.330000 sec): 3 clusters
  Score: Raw -51900070.046895 + Penalty 4244.083455 = -51895825.963439
  nChanged 14013
		SP:Iteration 2Q (100540.530000 sec): 3 clusters
  Score: Raw -51903592.473948 + Penalty 4244.083455 = -51899348.390493
  nChanged 16992
		SP:Iteration 3Q (100543.840000 sec): 3 clusters
  Score: Raw -51909069.874761 + Penalty 4244.083455 = -51904825.791306
  nChanged 20959
		SP:Iteration 4Q (100546.840000 sec): 3 clusters
  Score: Raw -51917586.826270 + Penalty 4244.083455 = -51913342.742815
  nChanged 24759
		SP:Iteration 5F (100549.860000 sec): 3 clusters
  Score: Raw -51929220.636957 + Penalty 4244.083455 = -51924976.553502
  nChanged 26934
		SP:Iteration 6F (100552.440000 sec): 3 clusters
  Score: Raw -51942718.022583 + Penalty 4244.083455 = -51938473.939128
  nChanged 26413
		SP:Iteration 7F (100555.240000 sec): 3 clusters
  Score: Raw -51955517.595596 + Penalty 4244.083455 = -51951273.512140
  nChanged 23462
		SP:Iteration 8F (100557.880000 sec): 3 clusters
  Score: Raw -51966509.360229 + Penalty 4244.083455 = -51962265.276774
  nChanged 20601
		SP:Iteration 9Q (100561.030000 sec): 3 clusters
  Score: Raw -51977070.755539 + Penalty 4244.083455 = -51972826.672084
  nChanged 19323
		SP:Iteration 10Q (100564.020000 sec): 3 clusters
  Score: Raw -51988744.137215 + Penalty 4244.083455 = -51984500.053759
  nChanged 19374
		SP:Iteration 11Q (100567.140000 sec): 3 clusters
  Score: Raw -52001664.120628 + Penalty 4244.083455 = -51997420.037173
  nChanged 18569
		SP:Iteration 12Q (100570.210000 sec): 3 clusters
  Score: Raw -52012639.589780 + Penalty 4244.083455 = -52008395.506325
  nChanged 15040
		SP:Iteration 13Q (100573.340000 sec): 3 clusters
  Score: Raw -52019010.581873 + Penalty 4244.083455 = -52014766.498417
  nChanged 10098
		SP:Iteration 14Q (100576.250000 sec): 3 clusters
  Score: Raw -52022404.526471 + Penalty 4244.083455 = -52018160.443016
  nChanged 7408
		SP:Iteration 15Q (100579.120000 sec): 3 clusters
  Score: Raw -52024937.537484 + Penalty 4244.083455 = -52020693.454029
  nChanged 7069
		SP:Iteration 16Q (100582.310000 sec): 3 clusters
  Score: Raw -52027445.117810 + Penalty 4244.083455 = -52023201.034355
  nChanged 7250
		SP:Iteration 17Q (100585.360000 sec): 3 clusters
  Score: Raw -52030230.130732 + Penalty 4244.083455 = -52025986.047277
  nChanged 7576
		SP:Iteration 18Q (100588.270000 sec): 3 clusters
  Score: Raw -52033309.519449 + Penalty 4244.083455 = -52029065.435994
  nChanged 7765
		SP:Iteration 19Q (100591.030000 sec): 3 clusters
  Score: Raw -52036717.134935 + Penalty 4244.083455 = -52032473.051480
  nChanged 7715
		SP:Iteration 20F (100594.260000 sec): 3 clusters
  Score: Raw -52040339.848694 + Penalty 4244.083455 = -52036095.765239
  nChanged 7696
		SP:Iteration 21Q (100597.250000 sec): 3 clusters
  Score: Raw -52044111.140362 + Penalty 4244.083455 = -52039867.056907
  nChanged 7428
		SP:Iteration 22Q (100600.020000 sec): 3 clusters
  Score: Raw -52047859.123253 + Penalty 4244.083455 = -52043615.039798
  nChanged 6958
		SP:Iteration 23Q (100602.790000 sec): 3 clusters
  Score: Raw -52051424.664113 + Penalty 4244.083455 = -52047180.580658
  nChanged 6421
		SP:Iteration 24Q (100605.620000 sec): 3 clusters
  Score: Raw -52054582.163373 + Penalty 4244.083455 = -52050338.079917
  nChanged 5732
		SP:Iteration 25Q (100608.180000 sec): 3 clusters
  Score: Raw -52057166.914783 + Penalty 4244.083455 = -52052922.831327
  nChanged 5009
		SP:Iteration 26Q (100610.920000 sec): 3 clusters
  Score: Raw -52059201.159523 + Penalty 4244.083455 = -52054957.076067
  nChanged 4371
		SP:Iteration 27Q (100613.640000 sec): 3 clusters
  Score: Raw -52060797.749789 + Penalty 4244.083455 = -52056553.666334
  nChanged 3911
		SP:Iteration 28Q (100616.180000 sec): 3 clusters
  Score: Raw -52062086.482495 + Penalty 4244.083455 = -52057842.399040
  nChanged 3518
		SP:Iteration 29Q (100618.480000 sec): 3 clusters
  Score: Raw -52063158.436731 + Penalty 4244.083455 = -52058914.353276
  nChanged 3040
		SP:Iteration 30Q (100621.010000 sec): 3 clusters
  Score: Raw -52063997.619360 + Penalty 4244.083455 = -52059753.535905
  nChanged 2864
		SP:Iteration 31Q (100623.690000 sec): 3 clusters
  Score: Raw -52064736.685865 + Penalty 4244.083455 = -52060492.602410
  nChanged 2593
		SP:Iteration 32Q (100626.470000 sec): 3 clusters
  Score: Raw -52065367.190119 + Penalty 4244.083455 = -52061123.106663
  nChanged 2375
		SP:Iteration 33Q (100629.080000 sec): 3 clusters
  Score: Raw -52065911.509303 + Penalty 4244.083455 = -52061667.425848
  nChanged 2317
		SP:Iteration 34Q (100631.950000 sec): 3 clusters
  Score: Raw -52066433.727262 + Penalty 4244.083455 = -52062189.643807
  nChanged 2210
		SP:Iteration 35Q (100634.470000 sec): 3 clusters
  Score: Raw -52066914.138169 + Penalty 4244.083455 = -52062670.054714
  nChanged 2102
		SP:Iteration 36Q (100636.930000 sec): 3 clusters
  Score: Raw -52067348.521467 + Penalty 4244.083455 = -52063104.438012
  nChanged 1975
		SP:Iteration 37Q (100639.370000 sec): 3 clusters
  Score: Raw -52067744.935658 + Penalty 4244.083455 = -52063500.852203
  nChanged 1917
		SP:Iteration 38Q (100642.140000 sec): 3 clusters
  Score: Raw -52068126.804984 + Penalty 4244.083455 = -52063882.721528
  nChanged 1933
		SP:Iteration 39Q (100644.780000 sec): 3 clusters
  Score: Raw -52068511.784552 + Penalty 4244.083455 = -52064267.701097
  nChanged 1909
		SP:Iteration 40F (100647.650000 sec): 3 clusters
  Score: Raw -52068912.551457 + Penalty 4244.083455 = -52064668.468002
  nChanged 1881
		SP:Iteration 41Q (100650.280000 sec): 3 clusters
  Score: Raw -52069312.598094 + Penalty 4244.083455 = -52065068.514639
  nChanged 1883
		SP:Iteration 42Q (100652.910000 sec): 3 clusters
  Score: Raw -52069728.659624 + Penalty 4244.083455 = -52065484.576169
  nChanged 1810
		SP:Iteration 43Q (100655.590000 sec): 3 clusters
  Score: Raw -52070123.665303 + Penalty 4244.083455 = -52065879.581848
  nChanged 1702
		SP:Iteration 44Q (100658.140000 sec): 3 clusters
  Score: Raw -52070516.963237 + Penalty 4244.083455 = -52066272.879781
  nChanged 1706
		SP:Iteration 45Q (100660.900000 sec): 3 clusters
  Score: Raw -52070924.349450 + Penalty 4244.083455 = -52066680.265995
  nChanged 1696
		SP:Iteration 46Q (100663.590000 sec): 3 clusters
  Score: Raw -52071348.901189 + Penalty 4244.083455 = -52067104.817733
  nChanged 1620
		SP:Iteration 47Q (100666.120000 sec): 3 clusters
  Score: Raw -52071755.552604 + Penalty 4244.083455 = -52067511.469149
  nChanged 1518
		SP:Iteration 48Q (100668.640000 sec): 3 clusters
  Score: Raw -52072147.815868 + Penalty 4244.083455 = -52067903.732412
  nChanged 1447
		SP:Iteration 49Q (100671.140000 sec): 3 clusters
  Score: Raw -52072528.658539 + Penalty 4244.083455 = -52068284.575084
  nChanged 1358
		SP:Iteration 50Q (100673.710000 sec): 3 clusters
  Score: Raw -52072900.214324 + Penalty 4244.083455 = -52068656.130869
  nChanged 1312
		SP:Iteration 51Q (100675.950000 sec): 3 clusters
  Score: Raw -52073284.708334 + Penalty 4244.083455 = -52069040.624879
  nChanged 1288
		SP:Iteration 52Q (100678.260000 sec): 3 clusters
  Score: Raw -52073672.040815 + Penalty 4244.083455 = -52069427.957360
  nChanged 1156
		SP:Iteration 53Q (100680.410000 sec): 3 clusters
  Score: Raw -52074022.895406 + Penalty 4244.083455 = -52069778.811951
  nChanged 1106
		SP:Iteration 54Q (100682.840000 sec): 3 clusters
  Score: Raw -52074361.940667 + Penalty 4244.083455 = -52070117.857212
  nChanged 1003
		SP:Iteration 55Q (100685.380000 sec): 3 clusters
  Score: Raw -52074686.532398 + Penalty 4244.083455 = -52070442.448942
  nChanged 876
		SP:Iteration 56Q (100687.840000 sec): 3 clusters
  Score: Raw -52074974.736537 + Penalty 4244.083455 = -52070730.653082
  nChanged 797
		SP:Iteration 57Q (100690.350000 sec): 3 clusters
  Score: Raw -52075237.334428 + Penalty 4244.083455 = -52070993.250973
  nChanged 721
		SP:Iteration 58Q (100693.040000 sec): 3 clusters
  Score: Raw -52075473.838251 + Penalty 4244.083455 = -52071229.754796
  nChanged 602
		SP:Iteration 59Q (100695.540000 sec): 3 clusters
  Score: Raw -52075671.525114 + Penalty 4244.083455 = -52071427.441659
  nChanged 546
		SP:Iteration 60F (100698.330000 sec): 3 clusters
  Score: Raw -52075854.960793 + Penalty 4244.083455 = -52071610.877338
  nChanged 458
		SP:Iteration 61Q (100700.570000 sec): 3 clusters
  Score: Raw -52076006.358014 + Penalty 4244.083455 = -52071762.274559
  nChanged 397
		SP:Iteration 62Q (100702.680000 sec): 3 clusters
  Score: Raw -52076140.717975 + Penalty 4244.083455 = -52071896.634520
  nChanged 354
		SP:Iteration 63Q (100704.750000 sec): 3 clusters
  Score: Raw -52076267.923328 + Penalty 4244.083455 = -52072023.839873
  nChanged 301
		SP:Iteration 64Q (100707.090000 sec): 3 clusters
  Score: Raw -52076382.893518 + Penalty 4244.083455 = -52072138.810063
  nChanged 267
		SP:Iteration 65Q (100709.530000 sec): 3 clusters
  Score: Raw -52076488.264657 + Penalty 4244.083455 = -52072244.181202
  nChanged 241
		SP:Iteration 66Q (100712.030000 sec): 3 clusters
  Score: Raw -52076582.835645 + Penalty 4244.083455 = -52072338.752190
  nChanged 205
		SP:Iteration 67Q (100714.360000 sec): 3 clusters
  Score: Raw -52076661.158022 + Penalty 4244.083455 = -52072417.074567
  nChanged 149
		SP:Iteration 68Q (100716.620000 sec): 3 clusters
  Score: Raw -52076711.621057 + Penalty 4244.083455 = -52072467.537602
  nChanged 108
		SP:Iteration 69Q (100719.070000 sec): 3 clusters
  Score: Raw -52076750.590420 + Penalty 4244.083455 = -52072506.506965
  nChanged 95
		SP:Iteration 70Q (100721.120000 sec): 3 clusters
  Score: Raw -52076783.673432 + Penalty 4244.083455 = -52072539.589977
  nChanged 85
		SP:Iteration 71Q (100723.550000 sec): 3 clusters
  Score: Raw -52076809.187021 + Penalty 4244.083455 = -52072565.103566
  nChanged 64
		SP:Iteration 72Q (100726.110000 sec): 3 clusters
  Score: Raw -52076826.755267 + Penalty 4244.083455 = -52072582.671812
  nChanged 57
		SP:Iteration 73Q (100728.780000 sec): 3 clusters
  Score: Raw -52076844.328471 + Penalty 4244.083455 = -52072600.245016
  nChanged 50
		SP:Iteration 74Q (100731.380000 sec): 3 clusters
  Score: Raw -52076859.590112 + Penalty 4244.083455 = -52072615.506657
  nChanged 39
		SP:Iteration 75Q (100733.870000 sec): 3 clusters
  Score: Raw -52076872.112956 + Penalty 4244.083455 = -52072628.029501
  nChanged 37
		SP:Iteration 76Q (100736.400000 sec): 3 clusters
  Score: Raw -52076884.368368 + Penalty 4244.083455 = -52072640.284912
  nChanged 30
		SP:Iteration 77Q (100738.500000 sec): 3 clusters
  Score: Raw -52076893.286337 + Penalty 4244.083455 = -52072649.202882
  nChanged 29
		SP:Iteration 78Q (100741.040000 sec): 3 clusters
  Score: Raw -52076900.051235 + Penalty 4244.083455 = -52072655.967779
  nChanged 21
		SP:Iteration 79Q (100743.370000 sec): 3 clusters
  Score: Raw -52076905.421153 + Penalty 4244.083455 = -52072661.337698
  nChanged 17
		SP:Iteration 80F (100745.990000 sec): 3 clusters
  Score: Raw -52076911.539706 + Penalty 4244.083455 = -52072667.456251
  nChanged 22
		SP:Iteration 81Q (100748.310000 sec): 3 clusters
  Score: Raw -52076917.082519 + Penalty 4244.083455 = -52072672.999064
  nChanged 13
		SP:Iteration 82Q (100750.590000 sec): 3 clusters
  Score: Raw -52076921.108686 + Penalty 4244.083455 = -52072677.025230
  nChanged 15
		SP:Iteration 83Q (100753.170000 sec): 3 clusters
  Score: Raw -52076925.197451 + Penalty 4244.083455 = -52072681.113996
  nChanged 15
		SP:Iteration 84Q (100755.700000 sec): 3 clusters
  Score: Raw -52076929.017752 + Penalty 4244.083455 = -52072684.934297
  nChanged 15
		SP:Iteration 85Q (100758.180000 sec): 3 clusters
  Score: Raw -52076933.037930 + Penalty 4244.083455 = -52072688.954475
  nChanged 8
		SP:Iteration 86Q (100760.790000 sec): 3 clusters
  Score: Raw -52076935.520029 + Penalty 4244.083455 = -52072691.436574
  nChanged 9
		SP:Iteration 87Q (100763.230000 sec): 3 clusters
  Score: Raw -52076937.661713 + Penalty 4244.083455 = -52072693.578258
  nChanged 7
		SP:Iteration 88Q (100765.350000 sec): 3 clusters
  Score: Raw -52076938.892159 + Penalty 4244.083455 = -52072694.808703
  nChanged 5
		SP:Iteration 89Q (100767.280000 sec): 3 clusters
  Score: Raw -52076940.268530 + Penalty 4244.083455 = -52072696.185075
  nChanged 4
		SP:Iteration 90Q (100769.410000 sec): 3 clusters
  Score: Raw -52076941.818943 + Penalty 4244.083455 = -52072697.735488
  nChanged 9
		SP:Iteration 91Q (100771.670000 sec): 3 clusters
  Score: Raw -52076945.394873 + Penalty 4244.083455 = -52072701.311418
  nChanged 18
		SP:Iteration 92Q (100774.100000 sec): 3 clusters
  Score: Raw -52076951.614535 + Penalty 4244.083455 = -52072707.531080
  nChanged 21
		SP:Iteration 93Q (100776.440000 sec): 3 clusters
  Score: Raw -52076960.001261 + Penalty 4244.083455 = -52072715.917805
  nChanged 28
		SP:Iteration 94Q (100778.900000 sec): 3 clusters
  Score: Raw -52076969.766681 + Penalty 4244.083455 = -52072725.683226
  nChanged 21
		SP:Iteration 95Q (100781.340000 sec): 3 clusters
  Score: Raw -52076976.351941 + Penalty 4244.083455 = -52072732.268485
  nChanged 12
		SP:Iteration 96Q (100784.070000 sec): 3 clusters
  Score: Raw -52076980.288871 + Penalty 4244.083455 = -52072736.205415
  nChanged 12
		SP:Iteration 97Q (100786.660000 sec): 3 clusters
  Score: Raw -52076985.209337 + Penalty 4244.083455 = -52072741.125881
  nChanged 19
		SP:Iteration 98Q (100789.300000 sec): 3 clusters
  Score: Raw -52076991.060769 + Penalty 4244.083455 = -52072746.977314
  nChanged 10
		SP:Iteration 99Q (100792.230000 sec): 3 clusters
  Score: Raw -52076994.265564 + Penalty 4244.083455 = -52072750.182109
  nChanged 11
		SP:Iteration 100F (100795.090000 sec): 3 clusters
  Score: Raw -52076997.052536 + Penalty 4244.083455 = -52072752.969081
  nChanged 9
		SP:Iteration 101Q (100797.880000 sec): 3 clusters
  Score: Raw -52076998.898578 + Penalty 4244.083455 = -52072754.815123
  nChanged 6
		SP:Iteration 102Q (100800.480000 sec): 3 clusters
  Score: Raw -52077000.780609 + Penalty 4244.083455 = -52072756.697154
  nChanged 9
		SP:Iteration 103Q (100803.130000 sec): 3 clusters
  Score: Raw -52077003.854843 + Penalty 4244.083455 = -52072759.771388
  nChanged 14
		SP:Iteration 104Q (100805.730000 sec): 3 clusters
  Score: Raw -52077007.503944 + Penalty 4244.083455 = -52072763.420488
  nChanged 8
		SP:Iteration 105Q (100808.280000 sec): 3 clusters
  Score: Raw -52077010.471442 + Penalty 4244.083455 = -52072766.387987
  nChanged 8
		SP:Iteration 106Q (100810.720000 sec): 3 clusters
  Score: Raw -52077013.145301 + Penalty 4244.083455 = -52072769.061846
  nChanged 8
		SP:Iteration 107Q (100813.220000 sec): 3 clusters
  Score: Raw -52077015.872462 + Penalty 4244.083455 = -52072771.789006
  nChanged 8
		SP:Iteration 108Q (100815.590000 sec): 3 clusters
  Score: Raw -52077019.596707 + Penalty 4244.083455 = -52072775.513252
  nChanged 6
		SP:Iteration 109Q (100818.130000 sec): 3 clusters
  Score: Raw -52077021.599781 + Penalty 4244.083455 = -52072777.516326
  nChanged 10
		SP:Iteration 110Q (100820.410000 sec): 3 clusters
  Score: Raw -52077025.323726 + Penalty 4244.083455 = -52072781.240271
  nChanged 5
		SP:Iteration 111Q (100822.760000 sec): 3 clusters
  Score: Raw -52077027.291681 + Penalty 4244.083455 = -52072783.208226
  nChanged 6
		SP:Iteration 112Q (100825.310000 sec): 3 clusters
  Score: Raw -52077029.337229 + Penalty 4244.083455 = -52072785.253774
  nChanged 5
		SP:Iteration 113Q (100827.760000 sec): 3 clusters
  Score: Raw -52077031.318350 + Penalty 4244.083455 = -52072787.234895
  nChanged 6
		SP:Iteration 114Q (100830.490000 sec): 3 clusters
  Score: Raw -52077033.301635 + Penalty 4244.083455 = -52072789.218180
  nChanged 7
		SP:Iteration 115Q (100833.140000 sec): 3 clusters
  Score: Raw -52077036.595172 + Penalty 4244.083455 = -52072792.511717
  nChanged 9
		SP:Iteration 116Q (100835.810000 sec): 3 clusters
  Score: Raw -52077040.475498 + Penalty 4244.083455 = -52072796.392042
  nChanged 8
		SP:Iteration 117Q (100838.340000 sec): 3 clusters
  Score: Raw -52077043.475885 + Penalty 4244.083455 = -52072799.392429
  nChanged 3
		SP:Iteration 118Q (100840.850000 sec): 3 clusters
  Score: Raw -52077044.123107 + Penalty 4244.083455 = -52072800.039652
  nChanged 2
		SP:Iteration 119Q (100843.690000 sec): 3 clusters
  Score: Raw -52077044.539525 + Penalty 4244.083455 = -52072800.456069
  nChanged 3
		SP:Iteration 120F (100846.660000 sec): 3 clusters
  Score: Raw -52077045.265614 + Penalty 4244.083455 = -52072801.182158
  nChanged 3
		SP:Iteration 121Q (100849.470000 sec): 3 clusters
  Score: Raw -52077046.487884 + Penalty 4244.083455 = -52072802.404429
  nChanged 4
		SP:Iteration 122Q (100852.230000 sec): 3 clusters
  Score: Raw -52077048.077826 + Penalty 4244.083455 = -52072803.994371
  nChanged 6
		SP:Iteration 123Q (100854.880000 sec): 3 clusters
  Score: Raw -52077050.897897 + Penalty 4244.083455 = -52072806.814442
  nChanged 6
		SP:Iteration 124Q (100857.560000 sec): 3 clusters
  Score: Raw -52077052.417419 + Penalty 4244.083455 = -52072808.333964
  nChanged 4
		SP:Iteration 125Q (100860.080000 sec): 3 clusters
  Score: Raw -52077053.450586 + Penalty 4244.083455 = -52072809.367131
  nChanged 5
		SP:Iteration 126Q (100862.490000 sec): 3 clusters
  Score: Raw -52077054.605025 + Penalty 4244.083455 = -52072810.521569
  nChanged 3
		SP:Iteration 127Q (100865.060000 sec): 3 clusters
  Score: Raw -52077055.243349 + Penalty 4244.083455 = -52072811.159894
  nChanged 2
		SP:Iteration 128Q (100867.590000 sec): 3 clusters
  Score: Raw -52077055.884572 + Penalty 4244.083455 = -52072811.801117
  nChanged 0
		SP:Iteration 129F (100870.410000 sec): 3 clusters
  Score: Raw -52077055.884572 + Penalty 4244.083455 = -52072811.801117
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100870.800000 sec): 2 clusters
  Score: Raw -2650894.328893 + Penalty 1641.776442 = -2649252.552451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100871.100000 sec): 3 clusters
  Score: Raw -2635968.069139 + Penalty 3283.552884 = -2632684.516255
  nChanged 11143
		SP:Iteration 1F (100871.420000 sec): 3 clusters
  Score: Raw -2642297.307667 + Penalty 3283.552884 = -2639013.754782
  nChanged 1446
		SP:Iteration 2F (100871.700000 sec): 3 clusters
  Score: Raw -2642998.536331 + Penalty 3283.552884 = -2639714.983446
  nChanged 1519
		SP:Iteration 3F (100872.020000 sec): 3 clusters
  Score: Raw -2643898.471806 + Penalty 3283.552884 = -2640614.918922
  nChanged 1675
		SP:Iteration 4F (100872.310000 sec): 3 clusters
  Score: Raw -2645090.635946 + Penalty 3283.552884 = -2641807.083061
  nChanged 1787
		SP:Iteration 5F (100872.550000 sec): 3 clusters
  Score: Raw -2646522.322943 + Penalty 3283.552884 = -2643238.770058
  nChanged 1684
		SP:Iteration 6F (100872.890000 sec): 3 clusters
  Score: Raw -2647961.920999 + Penalty 3283.552884 = -2644678.368114
  nChanged 1418
		SP:Iteration 7F (100873.150000 sec): 3 clusters
  Score: Raw -2649218.690189 + Penalty 3283.552884 = -2645935.137305
  nChanged 1023
		SP:Iteration 8Q (100873.430000 sec): 3 clusters
  Score: Raw -2650121.469040 + Penalty 3283.552884 = -2646837.916156
  nChanged 634
		SP:Iteration 9Q (100873.730000 sec): 3 clusters
  Score: Raw -2650629.601301 + Penalty 3283.552884 = -2647346.048416
  nChanged 348
		SP:Iteration 10Q (100874.010000 sec): 3 clusters
  Score: Raw -2650902.172268 + Penalty 3283.552884 = -2647618.619384
  nChanged 209
		SP:Iteration 11Q (100874.310000 sec): 3 clusters
  Score: Raw -2651065.867928 + Penalty 3283.552884 = -2647782.315044
  nChanged 113
		SP:Iteration 12Q (100874.650000 sec): 3 clusters
  Score: Raw -2651147.491530 + Penalty 3283.552884 = -2647863.938646
  nChanged 69
		SP:Iteration 13Q (100874.970000 sec): 3 clusters
  Score: Raw -2651193.274567 + Penalty 3283.552884 = -2647909.721683
  nChanged 48
		SP:Iteration 14Q (100875.290000 sec): 3 clusters
  Score: Raw -2651226.509435 + Penalty 3283.552884 = -2647942.956550
  nChanged 20
		SP:Iteration 15Q (100875.520000 sec): 3 clusters
  Score: Raw -2651240.989423 + Penalty 3283.552884 = -2647957.436538
  nChanged 20
		SP:Iteration 16Q (100875.820000 sec): 3 clusters
  Score: Raw -2651252.292565 + Penalty 3283.552884 = -2647968.739681
  nChanged 11
		SP:Iteration 17Q (100876.120000 sec): 3 clusters
  Score: Raw -2651258.850782 + Penalty 3283.552884 = -2647975.297898
  nChanged 8
		SP:Iteration 18Q (100876.440000 sec): 3 clusters
  Score: Raw -2651262.291582 + Penalty 3283.552884 = -2647978.738697
  nChanged 6
		SP:Iteration 19Q (100876.710000 sec): 3 clusters
  Score: Raw -2651265.912481 + Penalty 3283.552884 = -2647982.359597
  nChanged 4
		SP:Iteration 20F (100877.060000 sec): 3 clusters
  Score: Raw -2651267.603316 + Penalty 3283.552884 = -2647984.050431
  nChanged 2
		SP:Iteration 21Q (100877.340000 sec): 3 clusters
  Score: Raw -2651268.268163 + Penalty 3283.552884 = -2647984.715278
  nChanged 4
		SP:Iteration 22Q (100877.620000 sec): 3 clusters
  Score: Raw -2651270.617755 + Penalty 3283.552884 = -2647987.064870
  nChanged 5
		SP:Iteration 23Q (100877.900000 sec): 3 clusters
  Score: Raw -2651273.144145 + Penalty 3283.552884 = -2647989.591260
  nChanged 3
		SP:Iteration 24Q (100878.120000 sec): 3 clusters
  Score: Raw -2651274.790279 + Penalty 3283.552884 = -2647991.237395
  nChanged 1
		SP:Iteration 25Q (100878.430000 sec): 3 clusters
  Score: Raw -2651274.959263 + Penalty 3283.552884 = -2647991.406378
  nChanged 0
		SP:Iteration 26F (100878.720000 sec): 3 clusters
  Score: Raw -2651274.959263 + Penalty 3283.552884 = -2647991.406378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (12450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100878.820000 sec): 2 clusters
  Score: Raw -1364776.415388 + Penalty 1532.289834 = -1363244.125554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100879.070000 sec): 3 clusters
  Score: Raw -1357499.323079 + Penalty 3064.579668 = -1354434.743411
  nChanged 5483
		SP:Iteration 1F (100879.310000 sec): 3 clusters
  Score: Raw -1360632.488694 + Penalty 3064.579668 = -1357567.909025
  nChanged 834
		SP:Iteration 2F (100879.520000 sec): 3 clusters
  Score: Raw -1361096.717348 + Penalty 3064.579668 = -1358032.137680
  nChanged 848
		SP:Iteration 3F (100879.760000 sec): 3 clusters
  Score: Raw -1361655.129745 + Penalty 3064.579668 = -1358590.550077
  nChanged 869
		SP:Iteration 4F (100880.010000 sec): 3 clusters
  Score: Raw -1362322.464029 + Penalty 3064.579668 = -1359257.884361
  nChanged 864
		SP:Iteration 5F (100880.230000 sec): 3 clusters
  Score: Raw -1363028.132771 + Penalty 3064.579668 = -1359963.553103
  nChanged 766
		SP:Iteration 6F (100880.470000 sec): 3 clusters
  Score: Raw -1363731.444701 + Penalty 3064.579668 = -1360666.865033
  nChanged 610
		SP:Iteration 7Q (100880.700000 sec): 3 clusters
  Score: Raw -1364298.874556 + Penalty 3064.579668 = -1361234.294888
  nChanged 379
		SP:Iteration 8Q (100880.910000 sec): 3 clusters
  Score: Raw -1364648.484762 + Penalty 3064.579668 = -1361583.905094
  nChanged 219
		SP:Iteration 9Q (100881.140000 sec): 3 clusters
  Score: Raw -1364870.371000 + Penalty 3064.579668 = -1361805.791331
  nChanged 118
		SP:Iteration 10Q (100881.390000 sec): 3 clusters
  Score: Raw -1364989.322078 + Penalty 3064.579668 = -1361924.742410
  nChanged 70
		SP:Iteration 11Q (100881.610000 sec): 3 clusters
  Score: Raw -1365055.598003 + Penalty 3064.579668 = -1361991.018335
  nChanged 53
		SP:Iteration 12Q (100881.840000 sec): 3 clusters
  Score: Raw -1365106.036014 + Penalty 3064.579668 = -1362041.456346
  nChanged 24
		SP:Iteration 13Q (100882.070000 sec): 3 clusters
  Score: Raw -1365125.921321 + Penalty 3064.579668 = -1362061.341653
  nChanged 20
		SP:Iteration 14Q (100882.310000 sec): 3 clusters
  Score: Raw -1365143.975260 + Penalty 3064.579668 = -1362079.395592
  nChanged 22
		SP:Iteration 15Q (100882.540000 sec): 3 clusters
  Score: Raw -1365168.565589 + Penalty 3064.579668 = -1362103.985921
  nChanged 22
		SP:Iteration 16Q (100882.750000 sec): 3 clusters
  Score: Raw -1365192.216981 + Penalty 3064.579668 = -1362127.637313
  nChanged 15
		SP:Iteration 17Q (100882.980000 sec): 3 clusters
  Score: Raw -1365210.451193 + Penalty 3064.579668 = -1362145.871525
  nChanged 14
		SP:Iteration 18Q (100883.220000 sec): 3 clusters
  Score: Raw -1365226.864548 + Penalty 3064.579668 = -1362162.284880
  nChanged 14
		SP:Iteration 19Q (100883.430000 sec): 3 clusters
  Score: Raw -1365240.388309 + Penalty 3064.579668 = -1362175.808641
  nChanged 8
		SP:Iteration 20F (100883.680000 sec): 3 clusters
  Score: Raw -1365246.707111 + Penalty 3064.579668 = -1362182.127443
  nChanged 5
		SP:Iteration 21Q (100883.910000 sec): 3 clusters
  Score: Raw -1365251.663377 + Penalty 3064.579668 = -1362187.083709
  nChanged 6
		SP:Iteration 22Q (100884.160000 sec): 3 clusters
  Score: Raw -1365256.018409 + Penalty 3064.579668 = -1362191.438741
  nChanged 6
		SP:Iteration 23Q (100884.350000 sec): 3 clusters
  Score: Raw -1365260.603826 + Penalty 3064.579668 = -1362196.024158
  nChanged 4
		SP:Iteration 24Q (100884.560000 sec): 3 clusters
  Score: Raw -1365262.927884 + Penalty 3064.579668 = -1362198.348216
  nChanged 2
		SP:Iteration 25Q (100884.780000 sec): 3 clusters
  Score: Raw -1365265.934774 + Penalty 3064.579668 = -1362201.355106
  nChanged 5
		SP:Iteration 26Q (100885.000000 sec): 3 clusters
  Score: Raw -1365271.055175 + Penalty 3064.579668 = -1362206.475507
  nChanged 3
		SP:Iteration 27Q (100885.180000 sec): 3 clusters
  Score: Raw -1365276.107122 + Penalty 3064.579668 = -1362211.527454
  nChanged 4
		SP:Iteration 28Q (100885.430000 sec): 3 clusters
  Score: Raw -1365283.655569 + Penalty 3064.579668 = -1362219.075901
  nChanged 5
		SP:Iteration 29Q (100885.610000 sec): 3 clusters
  Score: Raw -1365288.843502 + Penalty 3064.579668 = -1362224.263834
  nChanged 4
		SP:Iteration 30Q (100885.840000 sec): 3 clusters
  Score: Raw -1365290.370077 + Penalty 3064.579668 = -1362225.790408
  nChanged 2
		SP:Iteration 31Q (100886.070000 sec): 3 clusters
  Score: Raw -1365291.497337 + Penalty 3064.579668 = -1362226.917669
  nChanged 3
		SP:Iteration 32Q (100886.310000 sec): 3 clusters
  Score: Raw -1365292.914588 + Penalty 3064.579668 = -1362228.334920
  nChanged 1
		SP:Iteration 33Q (100886.510000 sec): 3 clusters
  Score: Raw -1365293.298915 + Penalty 3064.579668 = -1362228.719247
  nChanged 0
		SP:Iteration 34F (100886.760000 sec): 3 clusters
  Score: Raw -1365293.298915 + Penalty 3064.579668 = -1362228.719247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (100576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100887.340000 sec): 2 clusters
  Score: Raw -11066295.878243 + Penalty 1871.783703 = -11064424.094540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100888.260000 sec): 3 clusters
  Score: Raw -11000688.677225 + Penalty 3743.567405 = -10996945.109820
  nChanged 48186
		SP:Iteration 1F (100889.070000 sec): 3 clusters
  Score: Raw -11028569.112262 + Penalty 3743.567405 = -11024825.544856
  nChanged 3127
		SP:Iteration 2Q (100889.990000 sec): 3 clusters
  Score: Raw -11029262.835835 + Penalty 3743.567405 = -11025519.268430
  nChanged 3425
		SP:Iteration 3Q (100890.940000 sec): 3 clusters
  Score: Raw -11030157.206364 + Penalty 3743.567405 = -11026413.638958
  nChanged 3941
		SP:Iteration 4Q (100891.910000 sec): 3 clusters
  Score: Raw -11031407.214978 + Penalty 3743.567405 = -11027663.647573
  nChanged 4613
		SP:Iteration 5Q (100892.820000 sec): 3 clusters
  Score: Raw -11033230.700335 + Penalty 3743.567405 = -11029487.132930
  nChanged 5623
		SP:Iteration 6F (100893.710000 sec): 3 clusters
  Score: Raw -11036089.279137 + Penalty 3743.567405 = -11032345.711732
  nChanged 6573
		SP:Iteration 7F (100894.690000 sec): 3 clusters
  Score: Raw -11040236.358513 + Penalty 3743.567405 = -11036492.791107
  nChanged 7536
		SP:Iteration 8F (100895.510000 sec): 3 clusters
  Score: Raw -11046159.065773 + Penalty 3743.567405 = -11042415.498368
  nChanged 7863
		SP:Iteration 9F (100896.370000 sec): 3 clusters
  Score: Raw -11053282.375612 + Penalty 3743.567405 = -11049538.808206
  nChanged 6473
		SP:Iteration 10F (100897.270000 sec): 3 clusters
  Score: Raw -11059499.421597 + Penalty 3743.567405 = -11055755.854192
  nChanged 4277
		SP:Iteration 11Q (100898.150000 sec): 3 clusters
  Score: Raw -11063598.131422 + Penalty 3743.567405 = -11059854.564016
  nChanged 2022
		SP:Iteration 12Q (100898.950000 sec): 3 clusters
  Score: Raw -11065452.523970 + Penalty 3743.567405 = -11061708.956565
  nChanged 712
		SP:Iteration 13Q (100899.760000 sec): 3 clusters
  Score: Raw -11066091.145923 + Penalty 3743.567405 = -11062347.578518
  nChanged 229
		SP:Iteration 14Q (100900.510000 sec): 3 clusters
  Score: Raw -11066335.107646 + Penalty 3743.567405 = -11062591.540241
  nChanged 67
		SP:Iteration 15Q (100901.380000 sec): 3 clusters
  Score: Raw -11066415.771956 + Penalty 3743.567405 = -11062672.204551
  nChanged 35
		SP:Iteration 16Q (100902.150000 sec): 3 clusters
  Score: Raw -11066459.971560 + Penalty 3743.567405 = -11062716.404155
  nChanged 14
		SP:Iteration 17Q (100902.960000 sec): 3 clusters
  Score: Raw -11066477.260218 + Penalty 3743.567405 = -11062733.692813
  nChanged 11
		SP:Iteration 18Q (100903.770000 sec): 3 clusters
  Score: Raw -11066488.167948 + Penalty 3743.567405 = -11062744.600542
  nChanged 10
		SP:Iteration 19Q (100904.440000 sec): 3 clusters
  Score: Raw -11066502.823457 + Penalty 3743.567405 = -11062759.256052
  nChanged 6
		SP:Iteration 20F (100905.260000 sec): 3 clusters
  Score: Raw -11066510.302272 + Penalty 3743.567405 = -11062766.734867
  nChanged 4
		SP:Iteration 21Q (100905.970000 sec): 3 clusters
  Score: Raw -11066515.829160 + Penalty 3743.567405 = -11062772.261755
  nChanged 3
		SP:Iteration 22Q (100906.740000 sec): 3 clusters
  Score: Raw -11066518.227929 + Penalty 3743.567405 = -11062774.660523
  nChanged 3
		SP:Iteration 23Q (100907.470000 sec): 3 clusters
  Score: Raw -11066521.755210 + Penalty 3743.567405 = -11062778.187804
  nChanged 3
		SP:Iteration 24Q (100908.160000 sec): 3 clusters
  Score: Raw -11066523.985203 + Penalty 3743.567405 = -11062780.417797
  nChanged 2
		SP:Iteration 25Q (100909.040000 sec): 3 clusters
  Score: Raw -11066526.764868 + Penalty 3743.567405 = -11062783.197463
  nChanged 1
		SP:Iteration 26Q (100909.820000 sec): 3 clusters
  Score: Raw -11066527.791938 + Penalty 3743.567405 = -11062784.224532
  nChanged 0
		SP:Iteration 27F (100910.660000 sec): 3 clusters
  Score: Raw -11066527.791938 + Penalty 3743.567405 = -11062784.224532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (2193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100910.770000 sec): 2 clusters
  Score: Raw -226752.782870 + Penalty 1250.116684 = -225502.666186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100910.890000 sec): 3 clusters
  Score: Raw -225818.747387 + Penalty 2500.233368 = -223318.514019
  nChanged 776
		SP:Iteration 1F (100911.020000 sec): 3 clusters
  Score: Raw -226415.560850 + Penalty 2500.233368 = -223915.327482
  nChanged 229
		SP:Iteration 2F (100911.150000 sec): 3 clusters
  Score: Raw -226725.551066 + Penalty 2500.233368 = -224225.317697
  nChanged 182
		SP:Iteration 3F (100911.270000 sec): 3 clusters
  Score: Raw -227104.143524 + Penalty 2500.233368 = -224603.910156
  nChanged 171
		SP:Iteration 4F (100911.400000 sec): 3 clusters
  Score: Raw -227837.193749 + Penalty 2500.233368 = -225336.960381
  nChanged 143
		SP:Iteration 5F (100911.530000 sec): 3 clusters
  Score: Raw -228379.715141 + Penalty 2500.233368 = -225879.481773
  nChanged 177
		SP:Iteration 6F (100911.660000 sec): 3 clusters
  Score: Raw -228736.977010 + Penalty 2500.233368 = -226236.743642
  nChanged 130
		SP:Iteration 7F (100911.790000 sec): 3 clusters
  Score: Raw -229020.169526 + Penalty 2500.233368 = -226519.936158
  nChanged 105
		SP:Iteration 8Q (100911.920000 sec): 3 clusters
  Score: Raw -229210.449516 + Penalty 2500.233368 = -226710.216148
  nChanged 78
		SP:Iteration 9Q (100912.110000 sec): 3 clusters
  Score: Raw -229357.853712 + Penalty 2500.233368 = -226857.620343
  nChanged 56
		SP:Iteration 10Q (100912.230000 sec): 3 clusters
  Score: Raw -229497.729134 + Penalty 2500.233368 = -226997.495766
  nChanged 54
		SP:Iteration 11Q (100912.360000 sec): 3 clusters
  Score: Raw -229649.607469 + Penalty 2500.233368 = -227149.374101
  nChanged 50
		SP:Iteration 12Q (100912.500000 sec): 3 clusters
  Score: Raw -229813.558086 + Penalty 2500.233368 = -227313.324718
  nChanged 38
		SP:Iteration 13Q (100912.630000 sec): 3 clusters
  Score: Raw -230046.619152 + Penalty 2500.233368 = -227546.385784
  nChanged 12
		SP:Iteration 14Q (100912.760000 sec): 3 clusters
  Score: Raw -230103.836977 + Penalty 2500.233368 = -227603.603609
  nChanged 9
		SP:Iteration 15Q (100912.900000 sec): 3 clusters
  Score: Raw -230116.198452 + Penalty 2500.233368 = -227615.965084
  nChanged 6
		SP:Iteration 16Q (100913.010000 sec): 3 clusters
  Score: Raw -230122.959769 + Penalty 2500.233368 = -227622.726401
  nChanged 4
		SP:Iteration 17Q (100913.140000 sec): 3 clusters
  Score: Raw -230125.718095 + Penalty 2500.233368 = -227625.484727
  nChanged 2
		SP:Iteration 18Q (100913.260000 sec): 3 clusters
  Score: Raw -230127.615854 + Penalty 2500.233368 = -227627.382486
  nChanged 1
		SP:Iteration 19Q (100913.390000 sec): 3 clusters
  Score: Raw -230127.986778 + Penalty 2500.233368 = -227627.753409
  nChanged 1
		SP:Iteration 20F (100913.520000 sec): 3 clusters
  Score: Raw -230128.468287 + Penalty 2500.233368 = -227628.234919
  nChanged 2
		SP:Iteration 21Q (100913.640000 sec): 3 clusters
  Score: Raw -230130.267171 + Penalty 2500.233368 = -227630.033803
  nChanged 2
		SP:Iteration 22Q (100913.770000 sec): 3 clusters
  Score: Raw -230130.942873 + Penalty 2500.233368 = -227630.709505
  nChanged 0
		SP:Iteration 23F (100913.900000 sec): 3 clusters
  Score: Raw -230130.942873 + Penalty 2500.233368 = -227630.709505
  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 9.05 GB.

 Trying to split cluster 9 (11321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100914.040000 sec): 2 clusters
  Score: Raw -1305492.812673 + Penalty 1516.842387 = -1303975.970286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100914.270000 sec): 3 clusters
  Score: Raw -1299072.362465 + Penalty 3033.684773 = -1296038.677692
  nChanged 4854
		SP:Iteration 1F (100914.460000 sec): 3 clusters
  Score: Raw -1301515.374351 + Penalty 3033.684773 = -1298481.689578
  nChanged 599
		SP:Iteration 2F (100914.680000 sec): 3 clusters
  Score: Raw -1301716.630585 + Penalty 3033.684773 = -1298682.945811
  nChanged 473
		SP:Iteration 3Q (100914.930000 sec): 3 clusters
  Score: Raw -1301875.992426 + Penalty 3033.684773 = -1298842.307653
  nChanged 396
		SP:Iteration 4Q (100915.140000 sec): 3 clusters
  Score: Raw -1301995.732732 + Penalty 3033.684773 = -1298962.047959
  nChanged 352
		SP:Iteration 5Q (100915.340000 sec): 3 clusters
  Score: Raw -1302091.749076 + Penalty 3033.684773 = -1299058.064303
  nChanged 306
		SP:Iteration 6Q (100915.610000 sec): 3 clusters
  Score: Raw -1302171.689023 + Penalty 3033.684773 = -1299138.004250
  nChanged 278
		SP:Iteration 7Q (100915.840000 sec): 3 clusters
  Score: Raw -1302238.082893 + Penalty 3033.684773 = -1299204.398120
  nChanged 251
		SP:Iteration 8Q (100916.070000 sec): 3 clusters
  Score: Raw -1302295.926501 + Penalty 3033.684773 = -1299262.241727
  nChanged 225
		SP:Iteration 9Q (100916.310000 sec): 3 clusters
  Score: Raw -1302348.122583 + Penalty 3033.684773 = -1299314.437810
  nChanged 213
		SP:Iteration 10Q (100916.490000 sec): 3 clusters
  Score: Raw -1302397.519205 + Penalty 3033.684773 = -1299363.834431
  nChanged 184
		SP:Iteration 11Q (100916.710000 sec): 3 clusters
  Score: Raw -1302439.546399 + Penalty 3033.684773 = -1299405.861626
  nChanged 201
		SP:Iteration 12Q (100916.920000 sec): 3 clusters
  Score: Raw -1302489.131473 + Penalty 3033.684773 = -1299455.446699
  nChanged 205
		SP:Iteration 13Q (100917.110000 sec): 3 clusters
  Score: Raw -1302543.952293 + Penalty 3033.684773 = -1299510.267520
  nChanged 230
		SP:Iteration 14Q (100917.330000 sec): 3 clusters
  Score: Raw -1302605.357961 + Penalty 3033.684773 = -1299571.673187
  nChanged 244
		SP:Iteration 15Q (100917.610000 sec): 3 clusters
  Score: Raw -1302689.147448 + Penalty 3033.684773 = -1299655.462675
  nChanged 283
		SP:Iteration 16Q (100917.790000 sec): 3 clusters
  Score: Raw -1302802.641350 + Penalty 3033.684773 = -1299768.956577
  nChanged 327
		SP:Iteration 17Q (100918.020000 sec): 3 clusters
  Score: Raw -1302955.381341 + Penalty 3033.684773 = -1299921.696568
  nChanged 363
		SP:Iteration 18Q (100918.290000 sec): 3 clusters
  Score: Raw -1303153.207918 + Penalty 3033.684773 = -1300119.523144
  nChanged 419
		SP:Iteration 19Q (100918.420000 sec): 3 clusters
  Score: Raw -1303444.840508 + Penalty 3033.684773 = -1300411.155735
  nChanged 444
		SP:Iteration 20F (100918.670000 sec): 3 clusters
  Score: Raw -1303801.675693 + Penalty 3033.684773 = -1300767.990919
  nChanged 428
		SP:Iteration 21Q (100918.850000 sec): 3 clusters
  Score: Raw -1304125.625159 + Penalty 3033.684773 = -1301091.940386
  nChanged 362
		SP:Iteration 22Q (100919.080000 sec): 3 clusters
  Score: Raw -1304405.109568 + Penalty 3033.684773 = -1301371.424795
  nChanged 316
		SP:Iteration 23Q (100919.270000 sec): 3 clusters
  Score: Raw -1304608.913696 + Penalty 3033.684773 = -1301575.228922
  nChanged 256
		SP:Iteration 24Q (100919.540000 sec): 3 clusters
  Score: Raw -1304751.764800 + Penalty 3033.684773 = -1301718.080027
  nChanged 223
		SP:Iteration 25Q (100919.690000 sec): 3 clusters
  Score: Raw -1304876.856865 + Penalty 3033.684773 = -1301843.172092
  nChanged 204
		SP:Iteration 26Q (100919.950000 sec): 3 clusters
  Score: Raw -1304988.521099 + Penalty 3033.684773 = -1301954.836326
  nChanged 180
		SP:Iteration 27Q (100920.100000 sec): 3 clusters
  Score: Raw -1305087.148620 + Penalty 3033.684773 = -1302053.463846
  nChanged 158
		SP:Iteration 28Q (100920.290000 sec): 3 clusters
  Score: Raw -1305168.671824 + Penalty 3033.684773 = -1302134.987051
  nChanged 137
		SP:Iteration 29Q (100920.500000 sec): 3 clusters
  Score: Raw -1305237.725169 + Penalty 3033.684773 = -1302204.040396
  nChanged 117
		SP:Iteration 30Q (100920.660000 sec): 3 clusters
  Score: Raw -1305309.269598 + Penalty 3033.684773 = -1302275.584824
  nChanged 107
		SP:Iteration 31Q (100920.890000 sec): 3 clusters
  Score: Raw -1305375.029426 + Penalty 3033.684773 = -1302341.344653
  nChanged 79
		SP:Iteration 32Q (100921.110000 sec): 3 clusters
  Score: Raw -1305419.395821 + Penalty 3033.684773 = -1302385.711048
  nChanged 63
		SP:Iteration 33Q (100921.350000 sec): 3 clusters
  Score: Raw -1305453.846491 + Penalty 3033.684773 = -1302420.161718
  nChanged 57
		SP:Iteration 34Q (100921.550000 sec): 3 clusters
  Score: Raw -1305481.842135 + Penalty 3033.684773 = -1302448.157362
  nChanged 36
		SP:Iteration 35Q (100921.780000 sec): 3 clusters
  Score: Raw -1305502.492209 + Penalty 3033.684773 = -1302468.807435
  nChanged 41
		SP:Iteration 36Q (100921.950000 sec): 3 clusters
  Score: Raw -1305521.048267 + Penalty 3033.684773 = -1302487.363493
  nChanged 31
		SP:Iteration 37Q (100922.180000 sec): 3 clusters
  Score: Raw -1305538.175925 + Penalty 3033.684773 = -1302504.491152
  nChanged 25
		SP:Iteration 38Q (100922.350000 sec): 3 clusters
  Score: Raw -1305550.555924 + Penalty 3033.684773 = -1302516.871151
  nChanged 15
		SP:Iteration 39Q (100922.530000 sec): 3 clusters
  Score: Raw -1305556.975686 + Penalty 3033.684773 = -1302523.290913
  nChanged 19
		SP:Iteration 40F (100922.700000 sec): 3 clusters
  Score: Raw -1305566.767163 + Penalty 3033.684773 = -1302533.082390
  nChanged 10
		SP:Iteration 41Q (100922.880000 sec): 3 clusters
  Score: Raw -1305571.233459 + Penalty 3033.684773 = -1302537.548686
  nChanged 7
		SP:Iteration 42Q (100923.090000 sec): 3 clusters
  Score: Raw -1305575.819344 + Penalty 3033.684773 = -1302542.134570
  nChanged 14
		SP:Iteration 43Q (100923.350000 sec): 3 clusters
  Score: Raw -1305587.080503 + Penalty 3033.684773 = -1302553.395730
  nChanged 18
		SP:Iteration 44Q (100923.490000 sec): 3 clusters
  Score: Raw -1305600.401621 + Penalty 3033.684773 = -1302566.716848
  nChanged 20
		SP:Iteration 45Q (100923.730000 sec): 3 clusters
  Score: Raw -1305614.750211 + Penalty 3033.684773 = -1302581.065438
  nChanged 19
		SP:Iteration 46Q (100923.930000 sec): 3 clusters
  Score: Raw -1305629.060413 + Penalty 3033.684773 = -1302595.375640
  nChanged 16
		SP:Iteration 47Q (100924.100000 sec): 3 clusters
  Score: Raw -1305642.321780 + Penalty 3033.684773 = -1302608.637006
  nChanged 14
		SP:Iteration 48Q (100924.260000 sec): 3 clusters
  Score: Raw -1305651.153243 + Penalty 3033.684773 = -1302617.468470
  nChanged 7
		SP:Iteration 49Q (100924.490000 sec): 3 clusters
  Score: Raw -1305655.289833 + Penalty 3033.684773 = -1302621.605060
  nChanged 9
		SP:Iteration 50Q (100924.750000 sec): 3 clusters
  Score: Raw -1305660.314712 + Penalty 3033.684773 = -1302626.629939
  nChanged 6
		SP:Iteration 51Q (100924.940000 sec): 3 clusters
  Score: Raw -1305663.953972 + Penalty 3033.684773 = -1302630.269199
  nChanged 10
		SP:Iteration 52Q (100925.100000 sec): 3 clusters
  Score: Raw -1305670.160182 + Penalty 3033.684773 = -1302636.475409
  nChanged 8
		SP:Iteration 53Q (100925.310000 sec): 3 clusters
  Score: Raw -1305674.736380 + Penalty 3033.684773 = -1302641.051607
  nChanged 9
		SP:Iteration 54Q (100925.540000 sec): 3 clusters
  Score: Raw -1305680.544610 + Penalty 3033.684773 = -1302646.859837
  nChanged 2
		SP:Iteration 55Q (100925.750000 sec): 3 clusters
  Score: Raw -1305681.243637 + Penalty 3033.684773 = -1302647.558864
  nChanged 2
		SP:Iteration 56Q (100925.980000 sec): 3 clusters
  Score: Raw -1305683.202664 + Penalty 3033.684773 = -1302649.517891
  nChanged 4
		SP:Iteration 57Q (100926.190000 sec): 3 clusters
  Score: Raw -1305684.386576 + Penalty 3033.684773 = -1302650.701803
  nChanged 1
		SP:Iteration 58Q (100926.340000 sec): 3 clusters
  Score: Raw -1305684.641410 + Penalty 3033.684773 = -1302650.956637
  nChanged 1
		SP:Iteration 59Q (100926.550000 sec): 3 clusters
  Score: Raw -1305685.026090 + Penalty 3033.684773 = -1302651.341317
  nChanged 1
		SP:Iteration 60F (100926.770000 sec): 3 clusters
  Score: Raw -1305685.753342 + Penalty 3033.684773 = -1302652.068568
  nChanged 2
		SP:Iteration 61Q (100927.030000 sec): 3 clusters
  Score: Raw -1305686.955793 + Penalty 3033.684773 = -1302653.271020
  nChanged 2
		SP:Iteration 62Q (100927.160000 sec): 3 clusters
  Score: Raw -1305687.483837 + Penalty 3033.684773 = -1302653.799064
  nChanged 1
		SP:Iteration 63Q (100927.350000 sec): 3 clusters
  Score: Raw -1305688.345870 + Penalty 3033.684773 = -1302654.661096
  nChanged 1
		SP:Iteration 64Q (100927.530000 sec): 3 clusters
  Score: Raw -1305689.331260 + Penalty 3033.684773 = -1302655.646486
  nChanged 1
		SP:Iteration 65Q (100927.730000 sec): 3 clusters
  Score: Raw -1305689.644340 + Penalty 3033.684773 = -1302655.959567
  nChanged 0
		SP:Iteration 66F (100927.990000 sec): 3 clusters
  Score: Raw -1305689.644340 + Penalty 3033.684773 = -1302655.959567
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (25491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100928.250000 sec): 2 clusters
  Score: Raw -2794505.091650 + Penalty 1648.738118 = -2792856.353532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100928.610000 sec): 3 clusters
  Score: Raw -2778839.500758 + Penalty 3297.476236 = -2775542.024522
  nChanged 11664
		SP:Iteration 1F (100929.010000 sec): 3 clusters
  Score: Raw -2785217.246757 + Penalty 3297.476236 = -2781919.770520
  nChanged 1314
		SP:Iteration 2F (100929.290000 sec): 3 clusters
  Score: Raw -2785668.316870 + Penalty 3297.476236 = -2782370.840633
  nChanged 1206
		SP:Iteration 3Q (100929.610000 sec): 3 clusters
  Score: Raw -2786088.098417 + Penalty 3297.476236 = -2782790.622180
  nChanged 1110
		SP:Iteration 4Q (100929.950000 sec): 3 clusters
  Score: Raw -2786474.847741 + Penalty 3297.476236 = -2783177.371505
  nChanged 1103
		SP:Iteration 5Q (100930.330000 sec): 3 clusters
  Score: Raw -2786885.175234 + Penalty 3297.476236 = -2783587.698998
  nChanged 1135
		SP:Iteration 6Q (100930.670000 sec): 3 clusters
  Score: Raw -2787352.071846 + Penalty 3297.476236 = -2784054.595610
  nChanged 1202
		SP:Iteration 7Q (100931.030000 sec): 3 clusters
  Score: Raw -2787937.800533 + Penalty 3297.476236 = -2784640.324296
  nChanged 1323
		SP:Iteration 8F (100931.400000 sec): 3 clusters
  Score: Raw -2788626.528837 + Penalty 3297.476236 = -2785329.052601
  nChanged 1389
		SP:Iteration 9F (100931.700000 sec): 3 clusters
  Score: Raw -2789407.721419 + Penalty 3297.476236 = -2786110.245183
  nChanged 1337
		SP:Iteration 10F (100932.030000 sec): 3 clusters
  Score: Raw -2790239.236191 + Penalty 3297.476236 = -2786941.759954
  nChanged 1259
		SP:Iteration 11Q (100932.400000 sec): 3 clusters
  Score: Raw -2791082.181665 + Penalty 3297.476236 = -2787784.705428
  nChanged 1115
		SP:Iteration 12Q (100932.730000 sec): 3 clusters
  Score: Raw -2791899.602483 + Penalty 3297.476236 = -2788602.126247
  nChanged 903
		SP:Iteration 13Q (100933.100000 sec): 3 clusters
  Score: Raw -2792647.351728 + Penalty 3297.476236 = -2789349.875491
  nChanged 730
		SP:Iteration 14Q (100933.400000 sec): 3 clusters
  Score: Raw -2793278.940720 + Penalty 3297.476236 = -2789981.464483
  nChanged 520
		SP:Iteration 15Q (100933.720000 sec): 3 clusters
  Score: Raw -2793725.237784 + Penalty 3297.476236 = -2790427.761548
  nChanged 363
		SP:Iteration 16Q (100934.030000 sec): 3 clusters
  Score: Raw -2793983.788057 + Penalty 3297.476236 = -2790686.311820
  nChanged 296
		SP:Iteration 17Q (100934.310000 sec): 3 clusters
  Score: Raw -2794173.155150 + Penalty 3297.476236 = -2790875.678913
  nChanged 218
		SP:Iteration 18Q (100934.650000 sec): 3 clusters
  Score: Raw -2794292.400481 + Penalty 3297.476236 = -2790994.924244
  nChanged 175
		SP:Iteration 19Q (100934.950000 sec): 3 clusters
  Score: Raw -2794390.926670 + Penalty 3297.476236 = -2791093.450434
  nChanged 138
		SP:Iteration 20F (100935.260000 sec): 3 clusters
  Score: Raw -2794462.877886 + Penalty 3297.476236 = -2791165.401649
  nChanged 115
		SP:Iteration 21Q (100935.530000 sec): 3 clusters
  Score: Raw -2794521.689814 + Penalty 3297.476236 = -2791224.213577
  nChanged 100
		SP:Iteration 22Q (100935.850000 sec): 3 clusters
  Score: Raw -2794567.509603 + Penalty 3297.476236 = -2791270.033366
  nChanged 80
		SP:Iteration 23Q (100936.170000 sec): 3 clusters
  Score: Raw -2794602.893618 + Penalty 3297.476236 = -2791305.417382
  nChanged 73
		SP:Iteration 24Q (100936.460000 sec): 3 clusters
  Score: Raw -2794638.890001 + Penalty 3297.476236 = -2791341.413764
  nChanged 65
		SP:Iteration 25Q (100936.710000 sec): 3 clusters
  Score: Raw -2794667.682251 + Penalty 3297.476236 = -2791370.206015
  nChanged 63
		SP:Iteration 26Q (100937.020000 sec): 3 clusters
  Score: Raw -2794695.829962 + Penalty 3297.476236 = -2791398.353726
  nChanged 46
		SP:Iteration 27Q (100937.330000 sec): 3 clusters
  Score: Raw -2794718.089815 + Penalty 3297.476236 = -2791420.613579
  nChanged 36
		SP:Iteration 28Q (100937.640000 sec): 3 clusters
  Score: Raw -2794735.167770 + Penalty 3297.476236 = -2791437.691533
  nChanged 34
		SP:Iteration 29Q (100937.940000 sec): 3 clusters
  Score: Raw -2794749.629987 + Penalty 3297.476236 = -2791452.153751
  nChanged 19
		SP:Iteration 30Q (100938.240000 sec): 3 clusters
  Score: Raw -2794757.485381 + Penalty 3297.476236 = -2791460.009144
  nChanged 17
		SP:Iteration 31Q (100938.530000 sec): 3 clusters
  Score: Raw -2794763.057754 + Penalty 3297.476236 = -2791465.581517
  nChanged 14
		SP:Iteration 32Q (100938.810000 sec): 3 clusters
  Score: Raw -2794769.057050 + Penalty 3297.476236 = -2791471.580814
  nChanged 14
		SP:Iteration 33Q (100939.080000 sec): 3 clusters
  Score: Raw -2794773.988480 + Penalty 3297.476236 = -2791476.512244
  nChanged 10
		SP:Iteration 34Q (100939.400000 sec): 3 clusters
  Score: Raw -2794777.663512 + Penalty 3297.476236 = -2791480.187275
  nChanged 9
		SP:Iteration 35Q (100939.690000 sec): 3 clusters
  Score: Raw -2794781.263233 + Penalty 3297.476236 = -2791483.786997
  nChanged 11
		SP:Iteration 36Q (100940.010000 sec): 3 clusters
  Score: Raw -2794786.519701 + Penalty 3297.476236 = -2791489.043464
  nChanged 12
		SP:Iteration 37Q (100940.320000 sec): 3 clusters
  Score: Raw -2794793.207891 + Penalty 3297.476236 = -2791495.731654
  nChanged 6
		SP:Iteration 38Q (100940.700000 sec): 3 clusters
  Score: Raw -2794796.022102 + Penalty 3297.476236 = -2791498.545866
  nChanged 7
		SP:Iteration 39Q (100940.990000 sec): 3 clusters
  Score: Raw -2794797.636108 + Penalty 3297.476236 = -2791500.159872
  nChanged 5
		SP:Iteration 40F (100941.320000 sec): 3 clusters
  Score: Raw -2794799.424993 + Penalty 3297.476236 = -2791501.948757
  nChanged 5
		SP:Iteration 41Q (100941.650000 sec): 3 clusters
  Score: Raw -2794802.863439 + Penalty 3297.476236 = -2791505.387203
  nChanged 7
		SP:Iteration 42Q (100941.990000 sec): 3 clusters
  Score: Raw -2794804.868453 + Penalty 3297.476236 = -2791507.392216
  nChanged 2
		SP:Iteration 43Q (100942.230000 sec): 3 clusters
  Score: Raw -2794805.610667 + Penalty 3297.476236 = -2791508.134431
  nChanged 1
		SP:Iteration 44Q (100942.520000 sec): 3 clusters
  Score: Raw -2794806.128638 + Penalty 3297.476236 = -2791508.652401
  nChanged 0
		SP:Iteration 45F (100942.870000 sec): 3 clusters
  Score: Raw -2794806.128638 + Penalty 3297.476236 = -2791508.652401
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100943.010000 sec): 2 clusters
  Score: Raw -858455.130365 + Penalty 1456.284505 = -856998.845860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100943.210000 sec): 3 clusters
  Score: Raw -854147.619686 + Penalty 2912.569010 = -851235.050676
  nChanged 3352
		SP:Iteration 1F (100943.380000 sec): 3 clusters
  Score: Raw -856099.176686 + Penalty 2912.569010 = -853186.607676
  nChanged 574
		SP:Iteration 2F (100943.560000 sec): 3 clusters
  Score: Raw -856502.220870 + Penalty 2912.569010 = -853589.651860
  nChanged 568
		SP:Iteration 3F (100943.770000 sec): 3 clusters
  Score: Raw -856918.191529 + Penalty 2912.569010 = -854005.622519
  nChanged 567
		SP:Iteration 4F (100943.970000 sec): 3 clusters
  Score: Raw -857345.269125 + Penalty 2912.569010 = -854432.700115
  nChanged 515
		SP:Iteration 5F (100944.160000 sec): 3 clusters
  Score: Raw -857737.234142 + Penalty 2912.569010 = -854824.665132
  nChanged 443
		SP:Iteration 6F (100944.340000 sec): 3 clusters
  Score: Raw -858056.203551 + Penalty 2912.569010 = -855143.634541
  nChanged 373
		SP:Iteration 7Q (100944.480000 sec): 3 clusters
  Score: Raw -858304.119212 + Penalty 2912.569010 = -855391.550202
  nChanged 293
		SP:Iteration 8Q (100944.630000 sec): 3 clusters
  Score: Raw -858457.377612 + Penalty 2912.569010 = -855544.808602
  nChanged 209
		SP:Iteration 9Q (100944.780000 sec): 3 clusters
  Score: Raw -858547.773741 + Penalty 2912.569010 = -855635.204731
  nChanged 137
		SP:Iteration 10Q (100945.000000 sec): 3 clusters
  Score: Raw -858599.388476 + Penalty 2912.569010 = -855686.819466
  nChanged 119
		SP:Iteration 11Q (100945.200000 sec): 3 clusters
  Score: Raw -858649.322156 + Penalty 2912.569010 = -855736.753146
  nChanged 92
		SP:Iteration 12Q (100945.430000 sec): 3 clusters
  Score: Raw -858681.734227 + Penalty 2912.569010 = -855769.165217
  nChanged 78
		SP:Iteration 13Q (100945.620000 sec): 3 clusters
  Score: Raw -858704.472255 + Penalty 2912.569010 = -855791.903246
  nChanged 65
		SP:Iteration 14Q (100945.810000 sec): 3 clusters
  Score: Raw -858723.156350 + Penalty 2912.569010 = -855810.587340
  nChanged 52
		SP:Iteration 15Q (100946.000000 sec): 3 clusters
  Score: Raw -858739.110379 + Penalty 2912.569010 = -855826.541369
  nChanged 39
		SP:Iteration 16Q (100946.160000 sec): 3 clusters
  Score: Raw -858750.144488 + Penalty 2912.569010 = -855837.575478
  nChanged 31
		SP:Iteration 17Q (100946.310000 sec): 3 clusters
  Score: Raw -858756.062780 + Penalty 2912.569010 = -855843.493770
  nChanged 25
		SP:Iteration 18Q (100946.480000 sec): 3 clusters
  Score: Raw -858760.618794 + Penalty 2912.569010 = -855848.049784
  nChanged 17
		SP:Iteration 19Q (100946.670000 sec): 3 clusters
  Score: Raw -858763.484949 + Penalty 2912.569010 = -855850.915939
  nChanged 7
		SP:Iteration 20F (100946.930000 sec): 3 clusters
  Score: Raw -858764.446100 + Penalty 2912.569010 = -855851.877090
  nChanged 5
		SP:Iteration 21Q (100947.150000 sec): 3 clusters
  Score: Raw -858765.294581 + Penalty 2912.569010 = -855852.725571
  nChanged 4
		SP:Iteration 22Q (100947.310000 sec): 3 clusters
  Score: Raw -858766.116422 + Penalty 2912.569010 = -855853.547412
  nChanged 3
		SP:Iteration 23Q (100947.550000 sec): 3 clusters
  Score: Raw -858766.575990 + Penalty 2912.569010 = -855854.006980
  nChanged 1
		SP:Iteration 24Q (100947.740000 sec): 3 clusters
  Score: Raw -858766.769527 + Penalty 2912.569010 = -855854.200517
  nChanged 2
		SP:Iteration 25Q (100947.930000 sec): 3 clusters
  Score: Raw -858767.233129 + Penalty 2912.569010 = -855854.664119
  nChanged 5
		SP:Iteration 26Q (100948.110000 sec): 3 clusters
  Score: Raw -858768.173633 + Penalty 2912.569010 = -855855.604624
  nChanged 1
		SP:Iteration 27Q (100948.290000 sec): 3 clusters
  Score: Raw -858768.309473 + Penalty 2912.569010 = -855855.740463
  nChanged 1
		SP:Iteration 28Q (100948.470000 sec): 3 clusters
  Score: Raw -858768.507381 + Penalty 2912.569010 = -855855.938371
  nChanged 2
		SP:Iteration 29Q (100948.670000 sec): 3 clusters
  Score: Raw -858768.699693 + Penalty 2912.569010 = -855856.130683
  nChanged 1
		SP:Iteration 30Q (100948.810000 sec): 3 clusters
  Score: Raw -858768.836455 + Penalty 2912.569010 = -855856.267445
  nChanged 1
		SP:Iteration 31Q (100949.040000 sec): 3 clusters
  Score: Raw -858768.900669 + Penalty 2912.569010 = -855856.331659
  nChanged 2
		SP:Iteration 32Q (100949.230000 sec): 3 clusters
  Score: Raw -858769.023688 + Penalty 2912.569010 = -855856.454678
  nChanged 0
		SP:Iteration 33F (100949.350000 sec): 3 clusters
  Score: Raw -858769.023688 + Penalty 2912.569010 = -855856.454678
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (8063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100949.460000 sec): 2 clusters
  Score: Raw -871026.795434 + Penalty 1461.694158 = -869565.101276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100949.640000 sec): 3 clusters
  Score: Raw -866476.248348 + Penalty 2923.388317 = -863552.860032
  nChanged 3490
		SP:Iteration 1F (100949.840000 sec): 3 clusters
  Score: Raw -868428.519494 + Penalty 2923.388317 = -865505.131177
  nChanged 550
		SP:Iteration 2F (100950.000000 sec): 3 clusters
  Score: Raw -868692.418627 + Penalty 2923.388317 = -865769.030311
  nChanged 449
		SP:Iteration 3F (100950.190000 sec): 3 clusters
  Score: Raw -868943.263112 + Penalty 2923.388317 = -866019.874795
  nChanged 441
		SP:Iteration 4F (100950.340000 sec): 3 clusters
  Score: Raw -869189.160215 + Penalty 2923.388317 = -866265.771899
  nChanged 405
		SP:Iteration 5F (100950.520000 sec): 3 clusters
  Score: Raw -869441.235365 + Penalty 2923.388317 = -866517.847048
  nChanged 416
		SP:Iteration 6F (100950.720000 sec): 3 clusters
  Score: Raw -869704.215273 + Penalty 2923.388317 = -866780.826956
  nChanged 388
		SP:Iteration 7Q (100950.880000 sec): 3 clusters
  Score: Raw -869945.483257 + Penalty 2923.388317 = -867022.094940
  nChanged 343
		SP:Iteration 8Q (100951.080000 sec): 3 clusters
  Score: Raw -870189.394617 + Penalty 2923.388317 = -867266.006301
  nChanged 328
		SP:Iteration 9Q (100951.210000 sec): 3 clusters
  Score: Raw -870449.271845 + Penalty 2923.388317 = -867525.883528
  nChanged 295
		SP:Iteration 10Q (100951.400000 sec): 3 clusters
  Score: Raw -870681.153695 + Penalty 2923.388317 = -867757.765378
  nChanged 213
		SP:Iteration 11Q (100951.580000 sec): 3 clusters
  Score: Raw -870849.510362 + Penalty 2923.388317 = -867926.122045
  nChanged 171
		SP:Iteration 12Q (100951.760000 sec): 3 clusters
  Score: Raw -870993.292071 + Penalty 2923.388317 = -868069.903755
  nChanged 129
		SP:Iteration 13Q (100951.980000 sec): 3 clusters
  Score: Raw -871082.482791 + Penalty 2923.388317 = -868159.094474
  nChanged 93
		SP:Iteration 14Q (100952.190000 sec): 3 clusters
  Score: Raw -871139.943734 + Penalty 2923.388317 = -868216.555418
  nChanged 64
		SP:Iteration 15Q (100952.370000 sec): 3 clusters
  Score: Raw -871175.934807 + Penalty 2923.388317 = -868252.546490
  nChanged 60
		SP:Iteration 16Q (100952.600000 sec): 3 clusters
  Score: Raw -871205.625551 + Penalty 2923.388317 = -868282.237235
  nChanged 48
		SP:Iteration 17Q (100952.810000 sec): 3 clusters
  Score: Raw -871225.857838 + Penalty 2923.388317 = -868302.469521
  nChanged 36
		SP:Iteration 18Q (100952.990000 sec): 3 clusters
  Score: Raw -871241.406193 + Penalty 2923.388317 = -868318.017876
  nChanged 22
		SP:Iteration 19Q (100953.170000 sec): 3 clusters
  Score: Raw -871249.689020 + Penalty 2923.388317 = -868326.300703
  nChanged 24
		SP:Iteration 20F (100953.330000 sec): 3 clusters
  Score: Raw -871258.998604 + Penalty 2923.388317 = -868335.610287
  nChanged 15
		SP:Iteration 21Q (100953.470000 sec): 3 clusters
  Score: Raw -871264.913371 + Penalty 2923.388317 = -868341.525054
  nChanged 22
		SP:Iteration 22Q (100953.610000 sec): 3 clusters
  Score: Raw -871274.940011 + Penalty 2923.388317 = -868351.551694
  nChanged 18
		SP:Iteration 23Q (100953.760000 sec): 3 clusters
  Score: Raw -871283.183316 + Penalty 2923.388317 = -868359.794999
  nChanged 14
		SP:Iteration 24Q (100953.910000 sec): 3 clusters
  Score: Raw -871291.742928 + Penalty 2923.388317 = -868368.354611
  nChanged 12
		SP:Iteration 25Q (100954.060000 sec): 3 clusters
  Score: Raw -871299.508107 + Penalty 2923.388317 = -868376.119790
  nChanged 15
		SP:Iteration 26Q (100954.200000 sec): 3 clusters
  Score: Raw -871306.815611 + Penalty 2923.388317 = -868383.427294
  nChanged 14
		SP:Iteration 27Q (100954.430000 sec): 3 clusters
  Score: Raw -871312.520906 + Penalty 2923.388317 = -868389.132589
  nChanged 10
		SP:Iteration 28Q (100954.550000 sec): 3 clusters
  Score: Raw -871316.513772 + Penalty 2923.388317 = -868393.125456
  nChanged 9
		SP:Iteration 29Q (100954.760000 sec): 3 clusters
  Score: Raw -871320.875111 + Penalty 2923.388317 = -868397.486794
  nChanged 10
		SP:Iteration 30Q (100954.940000 sec): 3 clusters
  Score: Raw -871324.603247 + Penalty 2923.388317 = -868401.214930
  nChanged 9
		SP:Iteration 31Q (100955.160000 sec): 3 clusters
  Score: Raw -871328.768890 + Penalty 2923.388317 = -868405.380573
  nChanged 3
		SP:Iteration 32Q (100955.280000 sec): 3 clusters
  Score: Raw -871330.430574 + Penalty 2923.388317 = -868407.042257
  nChanged 4
		SP:Iteration 33Q (100955.440000 sec): 3 clusters
  Score: Raw -871331.487676 + Penalty 2923.388317 = -868408.099359
  nChanged 2
		SP:Iteration 34Q (100955.620000 sec): 3 clusters
  Score: Raw -871332.133347 + Penalty 2923.388317 = -868408.745030
  nChanged 1
		SP:Iteration 35Q (100955.820000 sec): 3 clusters
  Score: Raw -871332.402260 + Penalty 2923.388317 = -868409.013943
  nChanged 0
		SP:Iteration 36F (100956.000000 sec): 3 clusters
  Score: Raw -871332.402260 + Penalty 2923.388317 = -868409.013943
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (15230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100956.110000 sec): 2 clusters
  Score: Raw -1662113.355181 + Penalty 1565.041147 = -1660548.314033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100956.390000 sec): 3 clusters
  Score: Raw -1653358.292498 + Penalty 3130.082295 = -1650228.210203
  nChanged 6714
		SP:Iteration 1F (100956.610000 sec): 3 clusters
  Score: Raw -1657430.143476 + Penalty 3130.082295 = -1654300.061181
  nChanged 1063
		SP:Iteration 2F (100956.860000 sec): 3 clusters
  Score: Raw -1658196.293590 + Penalty 3130.082295 = -1655066.211295
  nChanged 1035
		SP:Iteration 3F (100957.080000 sec): 3 clusters
  Score: Raw -1659037.322334 + Penalty 3130.082295 = -1655907.240039
  nChanged 1132
		SP:Iteration 4F (100957.300000 sec): 3 clusters
  Score: Raw -1660163.497935 + Penalty 3130.082295 = -1657033.415640
  nChanged 1269
		SP:Iteration 5F (100957.510000 sec): 3 clusters
  Score: Raw -1661830.793857 + Penalty 3130.082295 = -1658700.711562
  nChanged 1304
		SP:Iteration 6F (100957.780000 sec): 3 clusters
  Score: Raw -1663970.046711 + Penalty 3130.082295 = -1660839.964416
  nChanged 1143
		SP:Iteration 7F (100958.050000 sec): 3 clusters
  Score: Raw -1665925.627430 + Penalty 3130.082295 = -1662795.545135
  nChanged 697
		SP:Iteration 8Q (100958.270000 sec): 3 clusters
  Score: Raw -1666688.828929 + Penalty 3130.082295 = -1663558.746634
  nChanged 284
		SP:Iteration 9Q (100958.500000 sec): 3 clusters
  Score: Raw -1666848.563040 + Penalty 3130.082295 = -1663718.480745
  nChanged 130
		SP:Iteration 10Q (100958.740000 sec): 3 clusters
  Score: Raw -1666884.203216 + Penalty 3130.082295 = -1663754.120921
  nChanged 47
		SP:Iteration 11Q (100958.930000 sec): 3 clusters
  Score: Raw -1666893.144233 + Penalty 3130.082295 = -1663763.061938
  nChanged 30
		SP:Iteration 12Q (100959.220000 sec): 3 clusters
  Score: Raw -1666897.467340 + Penalty 3130.082295 = -1663767.385045
  nChanged 22
		SP:Iteration 13Q (100959.410000 sec): 3 clusters
  Score: Raw -1666900.591793 + Penalty 3130.082295 = -1663770.509499
  nChanged 18
		SP:Iteration 14Q (100959.710000 sec): 3 clusters
  Score: Raw -1666903.131465 + Penalty 3130.082295 = -1663773.049170
  nChanged 16
		SP:Iteration 15Q (100959.900000 sec): 3 clusters
  Score: Raw -1666905.071679 + Penalty 3130.082295 = -1663774.989384
  nChanged 10
		SP:Iteration 16Q (100960.200000 sec): 3 clusters
  Score: Raw -1666905.978015 + Penalty 3130.082295 = -1663775.895720
  nChanged 4
		SP:Iteration 17Q (100960.480000 sec): 3 clusters
  Score: Raw -1666906.279615 + Penalty 3130.082295 = -1663776.197320
  nChanged 3
		SP:Iteration 18Q (100960.670000 sec): 3 clusters
  Score: Raw -1666906.474605 + Penalty 3130.082295 = -1663776.392310
  nChanged 1
		SP:Iteration 19Q (100960.920000 sec): 3 clusters
  Score: Raw -1666906.572769 + Penalty 3130.082295 = -1663776.490474
  nChanged 1
		SP:Iteration 20F (100961.130000 sec): 3 clusters
  Score: Raw -1666906.680115 + Penalty 3130.082295 = -1663776.597820
  nChanged 2
		SP:Iteration 21Q (100961.430000 sec): 3 clusters
  Score: Raw -1666906.881095 + Penalty 3130.082295 = -1663776.798800
  nChanged 8
		SP:Iteration 22Q (100961.640000 sec): 3 clusters
  Score: Raw -1666907.621774 + Penalty 3130.082295 = -1663777.539479
  nChanged 5
		SP:Iteration 23Q (100961.900000 sec): 3 clusters
  Score: Raw -1666907.928880 + Penalty 3130.082295 = -1663777.846585
  nChanged 0
		SP:Iteration 24F (100962.090000 sec): 3 clusters
  Score: Raw -1666907.928880 + Penalty 3130.082295 = -1663777.846585
  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 9.05 GB.

 Trying to split cluster 14 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100962.220000 sec): 2 clusters
  Score: Raw -83987.150607 + Penalty 1096.482811 = -82890.667796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100962.350000 sec): 3 clusters
  Score: Raw -83807.627929 + Penalty 2192.965621 = -81614.662308
  nChanged 276
		SP:Iteration 1F (100962.490000 sec): 3 clusters
  Score: Raw -84188.864287 + Penalty 2192.965621 = -81995.898665
  nChanged 81
		SP:Iteration 2F (100962.650000 sec): 3 clusters
  Score: Raw -84374.807397 + Penalty 2192.965621 = -82181.841776
  nChanged 72
		SP:Iteration 3F (100962.790000 sec): 3 clusters
  Score: Raw -84531.252416 + Penalty 2192.965621 = -82338.286795
  nChanged 54
		SP:Iteration 4F (100962.930000 sec): 3 clusters
  Score: Raw -84612.633779 + Penalty 2192.965621 = -82419.668158
  nChanged 41
		SP:Iteration 5Q (100963.070000 sec): 3 clusters
  Score: Raw -84668.669856 + Penalty 2192.965621 = -82475.704234
  nChanged 32
		SP:Iteration 6Q (100963.210000 sec): 3 clusters
  Score: Raw -84742.368339 + Penalty 2192.965621 = -82549.402717
  nChanged 24
		SP:Iteration 7Q (100963.340000 sec): 3 clusters
  Score: Raw -84778.545923 + Penalty 2192.965621 = -82585.580302
  nChanged 20
		SP:Iteration 8Q (100963.500000 sec): 3 clusters
  Score: Raw -84834.675609 + Penalty 2192.965621 = -82641.709988
  nChanged 16
		SP:Iteration 9Q (100963.620000 sec): 3 clusters
  Score: Raw -84861.389643 + Penalty 2192.965621 = -82668.424022
  nChanged 13
		SP:Iteration 10Q (100963.760000 sec): 3 clusters
  Score: Raw -84883.001522 + Penalty 2192.965621 = -82690.035901
  nChanged 11
		SP:Iteration 11Q (100963.890000 sec): 3 clusters
  Score: Raw -84919.961974 + Penalty 2192.965621 = -82726.996353
  nChanged 15
		SP:Iteration 12Q (100964.040000 sec): 3 clusters
  Score: Raw -84943.122665 + Penalty 2192.965621 = -82750.157043
  nChanged 13
		SP:Iteration 13Q (100964.180000 sec): 3 clusters
  Score: Raw -84989.031882 + Penalty 2192.965621 = -82796.066260
  nChanged 9
		SP:Iteration 14Q (100964.320000 sec): 3 clusters
  Score: Raw -85010.121727 + Penalty 2192.965621 = -82817.156106
  nChanged 6
		SP:Iteration 15Q (100964.460000 sec): 3 clusters
  Score: Raw -85015.868446 + Penalty 2192.965621 = -82822.902825
  nChanged 4
		SP:Iteration 16Q (100964.600000 sec): 3 clusters
  Score: Raw -85019.920145 + Penalty 2192.965621 = -82826.954524
  nChanged 2
		SP:Iteration 17Q (100964.740000 sec): 3 clusters
  Score: Raw -85022.449628 + Penalty 2192.965621 = -82829.484007
  nChanged 3
		SP:Iteration 18Q (100964.880000 sec): 3 clusters
  Score: Raw -85026.866971 + Penalty 2192.965621 = -82833.901350
  nChanged 6
		SP:Iteration 19Q (100965.020000 sec): 3 clusters
  Score: Raw -85037.202028 + Penalty 2192.965621 = -82844.236407
  nChanged 4
		SP:Iteration 20F (100965.160000 sec): 3 clusters
  Score: Raw -85045.061013 + Penalty 2192.965621 = -82852.095391
  nChanged 3
		SP:Iteration 21Q (100965.300000 sec): 3 clusters
  Score: Raw -85052.150850 + Penalty 2192.965621 = -82859.185229
  nChanged 2
		SP:Iteration 22Q (100965.440000 sec): 3 clusters
  Score: Raw -85055.593287 + Penalty 2192.965621 = -82862.627665
  nChanged 3
		SP:Iteration 23Q (100965.580000 sec): 3 clusters
  Score: Raw -85059.330078 + Penalty 2192.965621 = -82866.364457
  nChanged 1
		SP:Iteration 24Q (100965.720000 sec): 3 clusters
  Score: Raw -85060.824531 + Penalty 2192.965621 = -82867.858910
  nChanged 2
		SP:Iteration 25Q (100965.860000 sec): 3 clusters
  Score: Raw -85063.047040 + Penalty 2192.965621 = -82870.081418
  nChanged 1
		SP:Iteration 26Q (100966.010000 sec): 3 clusters
  Score: Raw -85065.384750 + Penalty 2192.965621 = -82872.419129
  nChanged 0
		SP:Iteration 27F (100966.150000 sec): 3 clusters
  Score: Raw -85065.384750 + Penalty 2192.965621 = -82872.419129
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (18815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100966.310000 sec): 2 clusters
  Score: Raw -2052312.001188 + Penalty 1599.391577 = -2050712.609611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100966.610000 sec): 3 clusters
  Score: Raw -2041155.140920 + Penalty 3198.783153 = -2037956.357767
  nChanged 8383
		SP:Iteration 1F (100966.870000 sec): 3 clusters
  Score: Raw -2045896.073118 + Penalty 3198.783153 = -2042697.289965
  nChanged 1173
		SP:Iteration 2F (100967.140000 sec): 3 clusters
  Score: Raw -2046456.862253 + Penalty 3198.783153 = -2043258.079099
  nChanged 1096
		SP:Iteration 3F (100967.400000 sec): 3 clusters
  Score: Raw -2046994.179356 + Penalty 3198.783153 = -2043795.396203
  nChanged 1092
		SP:Iteration 4F (100967.680000 sec): 3 clusters
  Score: Raw -2047562.503711 + Penalty 3198.783153 = -2044363.720557
  nChanged 1106
		SP:Iteration 5F (100967.940000 sec): 3 clusters
  Score: Raw -2048203.641808 + Penalty 3198.783153 = -2045004.858654
  nChanged 1092
		SP:Iteration 6F (100968.200000 sec): 3 clusters
  Score: Raw -2048886.330841 + Penalty 3198.783153 = -2045687.547688
  nChanged 1012
		SP:Iteration 7F (100968.500000 sec): 3 clusters
  Score: Raw -2049598.222051 + Penalty 3198.783153 = -2046399.438897
  nChanged 900
		SP:Iteration 8Q (100968.780000 sec): 3 clusters
  Score: Raw -2050351.099444 + Penalty 3198.783153 = -2047152.316290
  nChanged 804
		SP:Iteration 9Q (100969.120000 sec): 3 clusters
  Score: Raw -2051061.140540 + Penalty 3198.783153 = -2047862.357386
  nChanged 651
		SP:Iteration 10Q (100969.460000 sec): 3 clusters
  Score: Raw -2051564.199315 + Penalty 3198.783153 = -2048365.416161
  nChanged 469
		SP:Iteration 11Q (100969.770000 sec): 3 clusters
  Score: Raw -2051854.150216 + Penalty 3198.783153 = -2048655.367062
  nChanged 345
		SP:Iteration 12Q (100969.980000 sec): 3 clusters
  Score: Raw -2052042.942870 + Penalty 3198.783153 = -2048844.159717
  nChanged 276
		SP:Iteration 13Q (100970.270000 sec): 3 clusters
  Score: Raw -2052192.531665 + Penalty 3198.783153 = -2048993.748511
  nChanged 218
		SP:Iteration 14Q (100970.520000 sec): 3 clusters
  Score: Raw -2052326.563823 + Penalty 3198.783153 = -2049127.780669
  nChanged 234
		SP:Iteration 15Q (100970.780000 sec): 3 clusters
  Score: Raw -2052501.790107 + Penalty 3198.783153 = -2049303.006953
  nChanged 214
		SP:Iteration 16Q (100971.030000 sec): 3 clusters
  Score: Raw -2052662.979991 + Penalty 3198.783153 = -2049464.196837
  nChanged 200
		SP:Iteration 17Q (100971.350000 sec): 3 clusters
  Score: Raw -2052802.050472 + Penalty 3198.783153 = -2049603.267319
  nChanged 179
		SP:Iteration 18Q (100971.580000 sec): 3 clusters
  Score: Raw -2052898.629343 + Penalty 3198.783153 = -2049699.846189
  nChanged 155
		SP:Iteration 19Q (100971.830000 sec): 3 clusters
  Score: Raw -2052979.792063 + Penalty 3198.783153 = -2049781.008909
  nChanged 130
		SP:Iteration 20F (100972.070000 sec): 3 clusters
  Score: Raw -2053026.697664 + Penalty 3198.783153 = -2049827.914510
  nChanged 104
		SP:Iteration 21Q (100972.370000 sec): 3 clusters
  Score: Raw -2053057.639703 + Penalty 3198.783153 = -2049858.856549
  nChanged 78
		SP:Iteration 22Q (100972.610000 sec): 3 clusters
  Score: Raw -2053074.228449 + Penalty 3198.783153 = -2049875.445295
  nChanged 50
		SP:Iteration 23Q (100972.860000 sec): 3 clusters
  Score: Raw -2053083.259658 + Penalty 3198.783153 = -2049884.476505
  nChanged 42
		SP:Iteration 24Q (100973.170000 sec): 3 clusters
  Score: Raw -2053091.066534 + Penalty 3198.783153 = -2049892.283381
  nChanged 24
		SP:Iteration 25Q (100973.380000 sec): 3 clusters
  Score: Raw -2053095.435823 + Penalty 3198.783153 = -2049896.652670
  nChanged 25
		SP:Iteration 26Q (100973.640000 sec): 3 clusters
  Score: Raw -2053100.098871 + Penalty 3198.783153 = -2049901.315717
  nChanged 28
		SP:Iteration 27Q (100973.910000 sec): 3 clusters
  Score: Raw -2053104.624509 + Penalty 3198.783153 = -2049905.841355
  nChanged 17
		SP:Iteration 28Q (100974.170000 sec): 3 clusters
  Score: Raw -2053106.832292 + Penalty 3198.783153 = -2049908.049138
  nChanged 13
		SP:Iteration 29Q (100974.460000 sec): 3 clusters
  Score: Raw -2053108.805384 + Penalty 3198.783153 = -2049910.022231
  nChanged 13
		SP:Iteration 30Q (100974.710000 sec): 3 clusters
  Score: Raw -2053111.321239 + Penalty 3198.783153 = -2049912.538086
  nChanged 19
		SP:Iteration 31Q (100974.970000 sec): 3 clusters
  Score: Raw -2053115.189965 + Penalty 3198.783153 = -2049916.406811
  nChanged 16
		SP:Iteration 32Q (100975.230000 sec): 3 clusters
  Score: Raw -2053117.755810 + Penalty 3198.783153 = -2049918.972657
  nChanged 17
		SP:Iteration 33Q (100975.490000 sec): 3 clusters
  Score: Raw -2053120.492525 + Penalty 3198.783153 = -2049921.709372
  nChanged 15
		SP:Iteration 34Q (100975.760000 sec): 3 clusters
  Score: Raw -2053122.745068 + Penalty 3198.783153 = -2049923.961915
  nChanged 20
		SP:Iteration 35Q (100976.030000 sec): 3 clusters
  Score: Raw -2053125.612550 + Penalty 3198.783153 = -2049926.829397
  nChanged 18
		SP:Iteration 36Q (100976.330000 sec): 3 clusters
  Score: Raw -2053127.990813 + Penalty 3198.783153 = -2049929.207659
  nChanged 17
		SP:Iteration 37Q (100976.570000 sec): 3 clusters
  Score: Raw -2053130.330769 + Penalty 3198.783153 = -2049931.547615
  nChanged 20
		SP:Iteration 38Q (100976.820000 sec): 3 clusters
  Score: Raw -2053134.030181 + Penalty 3198.783153 = -2049935.247028
  nChanged 24
		SP:Iteration 39Q (100977.080000 sec): 3 clusters
  Score: Raw -2053137.200464 + Penalty 3198.783153 = -2049938.417311
  nChanged 17
		SP:Iteration 40F (100977.340000 sec): 3 clusters
  Score: Raw -2053139.328594 + Penalty 3198.783153 = -2049940.545441
  nChanged 21
		SP:Iteration 41Q (100977.610000 sec): 3 clusters
  Score: Raw -2053142.920493 + Penalty 3198.783153 = -2049944.137340
  nChanged 16
		SP:Iteration 42Q (100977.870000 sec): 3 clusters
  Score: Raw -2053145.172145 + Penalty 3198.783153 = -2049946.388991
  nChanged 19
		SP:Iteration 43Q (100978.130000 sec): 3 clusters
  Score: Raw -2053148.630279 + Penalty 3198.783153 = -2049949.847125
  nChanged 14
		SP:Iteration 44Q (100978.390000 sec): 3 clusters
  Score: Raw -2053151.091032 + Penalty 3198.783153 = -2049952.307879
  nChanged 15
		SP:Iteration 45Q (100978.640000 sec): 3 clusters
  Score: Raw -2053153.294601 + Penalty 3198.783153 = -2049954.511448
  nChanged 13
		SP:Iteration 46Q (100978.930000 sec): 3 clusters
  Score: Raw -2053154.889726 + Penalty 3198.783153 = -2049956.106573
  nChanged 13
		SP:Iteration 47Q (100979.180000 sec): 3 clusters
  Score: Raw -2053156.435602 + Penalty 3198.783153 = -2049957.652448
  nChanged 9
		SP:Iteration 48Q (100979.410000 sec): 3 clusters
  Score: Raw -2053157.350008 + Penalty 3198.783153 = -2049958.566855
  nChanged 5
		SP:Iteration 49Q (100979.680000 sec): 3 clusters
  Score: Raw -2053157.899416 + Penalty 3198.783153 = -2049959.116263
  nChanged 4
		SP:Iteration 50Q (100979.950000 sec): 3 clusters
  Score: Raw -2053158.417918 + Penalty 3198.783153 = -2049959.634764
  nChanged 6
		SP:Iteration 51Q (100980.210000 sec): 3 clusters
  Score: Raw -2053159.410616 + Penalty 3198.783153 = -2049960.627463
  nChanged 8
		SP:Iteration 52Q (100980.470000 sec): 3 clusters
  Score: Raw -2053160.743262 + Penalty 3198.783153 = -2049961.960109
  nChanged 15
		SP:Iteration 53Q (100980.730000 sec): 3 clusters
  Score: Raw -2053163.157694 + Penalty 3198.783153 = -2049964.374540
  nChanged 15
		SP:Iteration 54Q (100980.970000 sec): 3 clusters
  Score: Raw -2053165.088172 + Penalty 3198.783153 = -2049966.305018
  nChanged 10
		SP:Iteration 55Q (100981.240000 sec): 3 clusters
  Score: Raw -2053167.008643 + Penalty 3198.783153 = -2049968.225489
  nChanged 10
		SP:Iteration 56Q (100981.540000 sec): 3 clusters
  Score: Raw -2053168.201218 + Penalty 3198.783153 = -2049969.418065
  nChanged 9
		SP:Iteration 57Q (100981.770000 sec): 3 clusters
  Score: Raw -2053169.099361 + Penalty 3198.783153 = -2049970.316207
  nChanged 6
		SP:Iteration 58Q (100982.070000 sec): 3 clusters
  Score: Raw -2053170.231929 + Penalty 3198.783153 = -2049971.448776
  nChanged 8
		SP:Iteration 59Q (100982.360000 sec): 3 clusters
  Score: Raw -2053171.398902 + Penalty 3198.783153 = -2049972.615749
  nChanged 9
		SP:Iteration 60F (100982.640000 sec): 3 clusters
  Score: Raw -2053172.662585 + Penalty 3198.783153 = -2049973.879431
  nChanged 12
		SP:Iteration 61Q (100982.970000 sec): 3 clusters
  Score: Raw -2053174.197109 + Penalty 3198.783153 = -2049975.413956
  nChanged 9
		SP:Iteration 62Q (100983.220000 sec): 3 clusters
  Score: Raw -2053175.317692 + Penalty 3198.783153 = -2049976.534539
  nChanged 6
		SP:Iteration 63Q (100983.470000 sec): 3 clusters
  Score: Raw -2053176.036351 + Penalty 3198.783153 = -2049977.253197
  nChanged 3
		SP:Iteration 64Q (100983.720000 sec): 3 clusters
  Score: Raw -2053176.255546 + Penalty 3198.783153 = -2049977.472393
  nChanged 3
		SP:Iteration 65Q (100983.960000 sec): 3 clusters
  Score: Raw -2053176.588403 + Penalty 3198.783153 = -2049977.805250
  nChanged 3
		SP:Iteration 66Q (100984.220000 sec): 3 clusters
  Score: Raw -2053176.925786 + Penalty 3198.783153 = -2049978.142632
  nChanged 3
		SP:Iteration 67Q (100984.510000 sec): 3 clusters
  Score: Raw -2053177.130193 + Penalty 3198.783153 = -2049978.347039
  nChanged 2
		SP:Iteration 68Q (100984.760000 sec): 3 clusters
  Score: Raw -2053177.225687 + Penalty 3198.783153 = -2049978.442534
  nChanged 1
		SP:Iteration 69Q (100985.020000 sec): 3 clusters
  Score: Raw -2053177.379628 + Penalty 3198.783153 = -2049978.596474
  nChanged 2
		SP:Iteration 70Q (100985.280000 sec): 3 clusters
  Score: Raw -2053177.768277 + Penalty 3198.783153 = -2049978.985124
  nChanged 4
		SP:Iteration 71Q (100985.590000 sec): 3 clusters
  Score: Raw -2053178.143760 + Penalty 3198.783153 = -2049979.360607
  nChanged 5
		SP:Iteration 72Q (100985.860000 sec): 3 clusters
  Score: Raw -2053178.732618 + Penalty 3198.783153 = -2049979.949464
  nChanged 5
		SP:Iteration 73Q (100986.120000 sec): 3 clusters
  Score: Raw -2053179.275114 + Penalty 3198.783153 = -2049980.491960
  nChanged 8
		SP:Iteration 74Q (100986.360000 sec): 3 clusters
  Score: Raw -2053180.663620 + Penalty 3198.783153 = -2049981.880467
  nChanged 7
		SP:Iteration 75Q (100986.620000 sec): 3 clusters
  Score: Raw -2053181.442916 + Penalty 3198.783153 = -2049982.659763
  nChanged 4
		SP:Iteration 76Q (100986.880000 sec): 3 clusters
  Score: Raw -2053181.968479 + Penalty 3198.783153 = -2049983.185325
  nChanged 3
		SP:Iteration 77Q (100987.190000 sec): 3 clusters
  Score: Raw -2053182.496727 + Penalty 3198.783153 = -2049983.713573
  nChanged 6
		SP:Iteration 78Q (100987.470000 sec): 3 clusters
  Score: Raw -2053183.379069 + Penalty 3198.783153 = -2049984.595915
  nChanged 7
		SP:Iteration 79Q (100987.710000 sec): 3 clusters
  Score: Raw -2053184.022298 + Penalty 3198.783153 = -2049985.239145
  nChanged 2
		SP:Iteration 80F (100987.940000 sec): 3 clusters
  Score: Raw -2053184.191314 + Penalty 3198.783153 = -2049985.408160
  nChanged 1
		SP:Iteration 81Q (100988.210000 sec): 3 clusters
  Score: Raw -2053184.294377 + Penalty 3198.783153 = -2049985.511224
  nChanged 1
		SP:Iteration 82Q (100988.500000 sec): 3 clusters
  Score: Raw -2053184.371541 + Penalty 3198.783153 = -2049985.588388
  nChanged 1
		SP:Iteration 83Q (100988.770000 sec): 3 clusters
  Score: Raw -2053184.482575 + Penalty 3198.783153 = -2049985.699422
  nChanged 0
		SP:Iteration 84F (100988.970000 sec): 3 clusters
  Score: Raw -2053184.482575 + Penalty 3198.783153 = -2049985.699422
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100989.060000 sec): 2 clusters
  Score: Raw -439770.092402 + Penalty 1350.562289 = -438419.530113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100989.180000 sec): 3 clusters
  Score: Raw -437706.340509 + Penalty 2701.124578 = -435005.215930
  nChanged 1614
		SP:Iteration 1F (100989.310000 sec): 3 clusters
  Score: Raw -438586.432053 + Penalty 2701.124578 = -435885.307475
  nChanged 322
		SP:Iteration 2F (100989.440000 sec): 3 clusters
  Score: Raw -438786.073458 + Penalty 2701.124578 = -436084.948879
  nChanged 251
		SP:Iteration 3F (100989.620000 sec): 3 clusters
  Score: Raw -438945.915051 + Penalty 2701.124578 = -436244.790473
  nChanged 200
		SP:Iteration 4Q (100989.770000 sec): 3 clusters
  Score: Raw -439079.194423 + Penalty 2701.124578 = -436378.069845
  nChanged 184
		SP:Iteration 5Q (100989.920000 sec): 3 clusters
  Score: Raw -439197.235006 + Penalty 2701.124578 = -436496.110428
  nChanged 174
		SP:Iteration 6Q (100990.060000 sec): 3 clusters
  Score: Raw -439319.327118 + Penalty 2701.124578 = -436618.202540
  nChanged 177
		SP:Iteration 7Q (100990.230000 sec): 3 clusters
  Score: Raw -439440.867294 + Penalty 2701.124578 = -436739.742716
  nChanged 166
		SP:Iteration 8Q (100990.350000 sec): 3 clusters
  Score: Raw -439564.065356 + Penalty 2701.124578 = -436862.940778
  nChanged 142
		SP:Iteration 9Q (100990.500000 sec): 3 clusters
  Score: Raw -439684.191607 + Penalty 2701.124578 = -436983.067029
  nChanged 151
		SP:Iteration 10Q (100990.690000 sec): 3 clusters
  Score: Raw -439822.022054 + Penalty 2701.124578 = -437120.897476
  nChanged 144
		SP:Iteration 11Q (100990.820000 sec): 3 clusters
  Score: Raw -439931.575036 + Penalty 2701.124578 = -437230.450458
  nChanged 123
		SP:Iteration 12Q (100990.960000 sec): 3 clusters
  Score: Raw -440011.153021 + Penalty 2701.124578 = -437310.028443
  nChanged 100
		SP:Iteration 13Q (100991.130000 sec): 3 clusters
  Score: Raw -440076.202224 + Penalty 2701.124578 = -437375.077646
  nChanged 90
		SP:Iteration 14Q (100991.260000 sec): 3 clusters
  Score: Raw -440128.261845 + Penalty 2701.124578 = -437427.137267
  nChanged 69
		SP:Iteration 15Q (100991.470000 sec): 3 clusters
  Score: Raw -440161.772107 + Penalty 2701.124578 = -437460.647528
  nChanged 57
		SP:Iteration 16Q (100991.650000 sec): 3 clusters
  Score: Raw -440188.964428 + Penalty 2701.124578 = -437487.839850
  nChanged 48
		SP:Iteration 17Q (100991.770000 sec): 3 clusters
  Score: Raw -440213.057053 + Penalty 2701.124578 = -437511.932475
  nChanged 51
		SP:Iteration 18Q (100991.920000 sec): 3 clusters
  Score: Raw -440239.253577 + Penalty 2701.124578 = -437538.128999
  nChanged 47
		SP:Iteration 19Q (100992.060000 sec): 3 clusters
  Score: Raw -440263.177926 + Penalty 2701.124578 = -437562.053348
  nChanged 39
		SP:Iteration 20F (100992.200000 sec): 3 clusters
  Score: Raw -440281.198580 + Penalty 2701.124578 = -437580.074002
  nChanged 32
		SP:Iteration 21Q (100992.340000 sec): 3 clusters
  Score: Raw -440296.933257 + Penalty 2701.124578 = -437595.808679
  nChanged 30
		SP:Iteration 22Q (100992.490000 sec): 3 clusters
  Score: Raw -440308.505929 + Penalty 2701.124578 = -437607.381351
  nChanged 21
		SP:Iteration 23Q (100992.630000 sec): 3 clusters
  Score: Raw -440317.949182 + Penalty 2701.124578 = -437616.824604
  nChanged 12
		SP:Iteration 24Q (100992.750000 sec): 3 clusters
  Score: Raw -440324.231383 + Penalty 2701.124578 = -437623.106804
  nChanged 16
		SP:Iteration 25Q (100992.880000 sec): 3 clusters
  Score: Raw -440332.347158 + Penalty 2701.124578 = -437631.222580
  nChanged 11
		SP:Iteration 26Q (100993.000000 sec): 3 clusters
  Score: Raw -440335.290607 + Penalty 2701.124578 = -437634.166029
  nChanged 11
		SP:Iteration 27Q (100993.130000 sec): 3 clusters
  Score: Raw -440340.160160 + Penalty 2701.124578 = -437639.035582
  nChanged 8
		SP:Iteration 28Q (100993.260000 sec): 3 clusters
  Score: Raw -440342.781924 + Penalty 2701.124578 = -437641.657346
  nChanged 7
		SP:Iteration 29Q (100993.390000 sec): 3 clusters
  Score: Raw -440345.224118 + Penalty 2701.124578 = -437644.099540
  nChanged 5
		SP:Iteration 30Q (100993.510000 sec): 3 clusters
  Score: Raw -440346.544587 + Penalty 2701.124578 = -437645.420008
  nChanged 5
		SP:Iteration 31Q (100993.640000 sec): 3 clusters
  Score: Raw -440348.759195 + Penalty 2701.124578 = -437647.634617
  nChanged 6
		SP:Iteration 32Q (100993.800000 sec): 3 clusters
  Score: Raw -440352.666375 + Penalty 2701.124578 = -437651.541797
  nChanged 9
		SP:Iteration 33Q (100993.920000 sec): 3 clusters
  Score: Raw -440357.254178 + Penalty 2701.124578 = -437656.129600
  nChanged 11
		SP:Iteration 34Q (100994.040000 sec): 3 clusters
  Score: Raw -440360.577893 + Penalty 2701.124578 = -437659.453315
  nChanged 8
		SP:Iteration 35Q (100994.170000 sec): 3 clusters
  Score: Raw -440362.334447 + Penalty 2701.124578 = -437661.209869
  nChanged 7
		SP:Iteration 36Q (100994.290000 sec): 3 clusters
  Score: Raw -440366.189734 + Penalty 2701.124578 = -437665.065156
  nChanged 7
		SP:Iteration 37Q (100994.420000 sec): 3 clusters
  Score: Raw -440368.302714 + Penalty 2701.124578 = -437667.178136
  nChanged 5
		SP:Iteration 38Q (100994.540000 sec): 3 clusters
  Score: Raw -440369.723796 + Penalty 2701.124578 = -437668.599218
  nChanged 1
		SP:Iteration 39Q (100994.670000 sec): 3 clusters
  Score: Raw -440369.848454 + Penalty 2701.124578 = -437668.723876
  nChanged 0
		SP:Iteration 40F (100994.800000 sec): 3 clusters
  Score: Raw -440369.848454 + Penalty 2701.124578 = -437668.723876
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (11767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100994.960000 sec): 2 clusters
  Score: Raw -1194805.680303 + Penalty 1523.121321 = -1193282.558982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100995.180000 sec): 3 clusters
  Score: Raw -1188031.024748 + Penalty 3046.242642 = -1184984.782106
  nChanged 5177
		SP:Iteration 1F (100995.370000 sec): 3 clusters
  Score: Raw -1190933.025892 + Penalty 3046.242642 = -1187886.783251
  nChanged 766
		SP:Iteration 2F (100995.570000 sec): 3 clusters
  Score: Raw -1191355.894052 + Penalty 3046.242642 = -1188309.651411
  nChanged 742
		SP:Iteration 3F (100995.770000 sec): 3 clusters
  Score: Raw -1191809.143042 + Penalty 3046.242642 = -1188762.900400
  nChanged 749
		SP:Iteration 4F (100995.940000 sec): 3 clusters
  Score: Raw -1192304.660102 + Penalty 3046.242642 = -1189258.417460
  nChanged 760
		SP:Iteration 5F (100996.180000 sec): 3 clusters
  Score: Raw -1192827.174603 + Penalty 3046.242642 = -1189780.931961
  nChanged 691
		SP:Iteration 6F (100996.410000 sec): 3 clusters
  Score: Raw -1193309.780914 + Penalty 3046.242642 = -1190263.538272
  nChanged 630
		SP:Iteration 7F (100996.550000 sec): 3 clusters
  Score: Raw -1193754.046593 + Penalty 3046.242642 = -1190707.803951
  nChanged 536
		SP:Iteration 8Q (100996.790000 sec): 3 clusters
  Score: Raw -1194130.117348 + Penalty 3046.242642 = -1191083.874707
  nChanged 398
		SP:Iteration 9Q (100997.030000 sec): 3 clusters
  Score: Raw -1194397.073490 + Penalty 3046.242642 = -1191350.830848
  nChanged 315
		SP:Iteration 10Q (100997.220000 sec): 3 clusters
  Score: Raw -1194618.685922 + Penalty 3046.242642 = -1191572.443280
  nChanged 229
		SP:Iteration 11Q (100997.510000 sec): 3 clusters
  Score: Raw -1194760.729171 + Penalty 3046.242642 = -1191714.486529
  nChanged 194
		SP:Iteration 12Q (100997.700000 sec): 3 clusters
  Score: Raw -1194875.248748 + Penalty 3046.242642 = -1191829.006107
  nChanged 171
		SP:Iteration 13Q (100997.980000 sec): 3 clusters
  Score: Raw -1194976.974446 + Penalty 3046.242642 = -1191930.731804
  nChanged 133
		SP:Iteration 14Q (100998.200000 sec): 3 clusters
  Score: Raw -1195051.420898 + Penalty 3046.242642 = -1192005.178256
  nChanged 116
		SP:Iteration 15Q (100998.430000 sec): 3 clusters
  Score: Raw -1195115.868862 + Penalty 3046.242642 = -1192069.626220
  nChanged 83
		SP:Iteration 16Q (100998.660000 sec): 3 clusters
  Score: Raw -1195153.172998 + Penalty 3046.242642 = -1192106.930356
  nChanged 73
		SP:Iteration 17Q (100998.870000 sec): 3 clusters
  Score: Raw -1195183.686697 + Penalty 3046.242642 = -1192137.444055
  nChanged 51
		SP:Iteration 18Q (100999.080000 sec): 3 clusters
  Score: Raw -1195202.186258 + Penalty 3046.242642 = -1192155.943617
  nChanged 47
		SP:Iteration 19Q (100999.280000 sec): 3 clusters
  Score: Raw -1195216.618747 + Penalty 3046.242642 = -1192170.376106
  nChanged 40
		SP:Iteration 20F (100999.500000 sec): 3 clusters
  Score: Raw -1195228.068614 + Penalty 3046.242642 = -1192181.825972
  nChanged 28
		SP:Iteration 21Q (100999.710000 sec): 3 clusters
  Score: Raw -1195235.406548 + Penalty 3046.242642 = -1192189.163906
  nChanged 23
		SP:Iteration 22Q (100999.910000 sec): 3 clusters
  Score: Raw -1195244.519518 + Penalty 3046.242642 = -1192198.276876
  nChanged 23
		SP:Iteration 23Q (101000.160000 sec): 3 clusters
  Score: Raw -1195256.034374 + Penalty 3046.242642 = -1192209.791732
  nChanged 28
		SP:Iteration 24Q (101000.360000 sec): 3 clusters
  Score: Raw -1195272.955329 + Penalty 3046.242642 = -1192226.712687
  nChanged 34
		SP:Iteration 25Q (101000.580000 sec): 3 clusters
  Score: Raw -1195289.071935 + Penalty 3046.242642 = -1192242.829293
  nChanged 38
		SP:Iteration 26Q (101000.820000 sec): 3 clusters
  Score: Raw -1195299.820875 + Penalty 3046.242642 = -1192253.578233
  nChanged 25
		SP:Iteration 27Q (101001.030000 sec): 3 clusters
  Score: Raw -1195310.295543 + Penalty 3046.242642 = -1192264.052901
  nChanged 30
		SP:Iteration 28Q (101001.210000 sec): 3 clusters
  Score: Raw -1195317.282142 + Penalty 3046.242642 = -1192271.039500
  nChanged 18
		SP:Iteration 29Q (101001.470000 sec): 3 clusters
  Score: Raw -1195321.584732 + Penalty 3046.242642 = -1192275.342090
  nChanged 14
		SP:Iteration 30Q (101001.680000 sec): 3 clusters
  Score: Raw -1195325.608795 + Penalty 3046.242642 = -1192279.366153
  nChanged 10
		SP:Iteration 31Q (101001.880000 sec): 3 clusters
  Score: Raw -1195327.666898 + Penalty 3046.242642 = -1192281.424256
  nChanged 4
		SP:Iteration 32Q (101002.110000 sec): 3 clusters
  Score: Raw -1195328.290803 + Penalty 3046.242642 = -1192282.048162
  nChanged 3
		SP:Iteration 33Q (101002.330000 sec): 3 clusters
  Score: Raw -1195329.017133 + Penalty 3046.242642 = -1192282.774491
  nChanged 4
		SP:Iteration 34Q (101002.500000 sec): 3 clusters
  Score: Raw -1195329.835471 + Penalty 3046.242642 = -1192283.592830
  nChanged 5
		SP:Iteration 35Q (101002.710000 sec): 3 clusters
  Score: Raw -1195330.465790 + Penalty 3046.242642 = -1192284.223148
  nChanged 4
		SP:Iteration 36Q (101002.950000 sec): 3 clusters
  Score: Raw -1195331.318174 + Penalty 3046.242642 = -1192285.075532
  nChanged 2
		SP:Iteration 37Q (101003.210000 sec): 3 clusters
  Score: Raw -1195331.558481 + Penalty 3046.242642 = -1192285.315839
  nChanged 0
		SP:Iteration 38F (101003.430000 sec): 3 clusters
  Score: Raw -1195331.558481 + Penalty 3046.242642 = -1192285.315839
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101003.580000 sec): 2 clusters
  Score: Raw -1215280.625034 + Penalty 1509.802210 = -1213770.822824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101003.810000 sec): 3 clusters
  Score: Raw -1209039.579010 + Penalty 3019.604420 = -1206019.974590
  nChanged 4735
		SP:Iteration 1F (101004.020000 sec): 3 clusters
  Score: Raw -1211650.132648 + Penalty 3019.604420 = -1208630.528228
  nChanged 611
		SP:Iteration 2F (101004.190000 sec): 3 clusters
  Score: Raw -1211889.457508 + Penalty 3019.604420 = -1208869.853089
  nChanged 538
		SP:Iteration 3Q (101004.480000 sec): 3 clusters
  Score: Raw -1212124.901251 + Penalty 3019.604420 = -1209105.296831
  nChanged 507
		SP:Iteration 4Q (101004.690000 sec): 3 clusters
  Score: Raw -1212353.595854 + Penalty 3019.604420 = -1209333.991435
  nChanged 516
		SP:Iteration 5Q (101004.900000 sec): 3 clusters
  Score: Raw -1212623.815559 + Penalty 3019.604420 = -1209604.211139
  nChanged 532
		SP:Iteration 6Q (101005.110000 sec): 3 clusters
  Score: Raw -1212926.556975 + Penalty 3019.604420 = -1209906.952555
  nChanged 574
		SP:Iteration 7F (101005.330000 sec): 3 clusters
  Score: Raw -1213293.697910 + Penalty 3019.604420 = -1210274.093490
  nChanged 605
		SP:Iteration 8F (101005.560000 sec): 3 clusters
  Score: Raw -1213740.713294 + Penalty 3019.604420 = -1210721.108875
  nChanged 595
		SP:Iteration 9F (101005.720000 sec): 3 clusters
  Score: Raw -1214248.410608 + Penalty 3019.604420 = -1211228.806189
  nChanged 489
		SP:Iteration 10Q (101005.950000 sec): 3 clusters
  Score: Raw -1214671.330353 + Penalty 3019.604420 = -1211651.725933
  nChanged 355
		SP:Iteration 11Q (101006.160000 sec): 3 clusters
  Score: Raw -1215002.009494 + Penalty 3019.604420 = -1211982.405074
  nChanged 213
		SP:Iteration 12Q (101006.380000 sec): 3 clusters
  Score: Raw -1215212.272631 + Penalty 3019.604420 = -1212192.668211
  nChanged 118
		SP:Iteration 13Q (101006.610000 sec): 3 clusters
  Score: Raw -1215331.896415 + Penalty 3019.604420 = -1212312.291995
  nChanged 65
		SP:Iteration 14Q (101006.820000 sec): 3 clusters
  Score: Raw -1215403.639267 + Penalty 3019.604420 = -1212384.034848
  nChanged 34
		SP:Iteration 15Q (101007.070000 sec): 3 clusters
  Score: Raw -1215452.999435 + Penalty 3019.604420 = -1212433.395015
  nChanged 23
		SP:Iteration 16Q (101007.280000 sec): 3 clusters
  Score: Raw -1215481.896246 + Penalty 3019.604420 = -1212462.291826
  nChanged 13
		SP:Iteration 17Q (101007.530000 sec): 3 clusters
  Score: Raw -1215494.245678 + Penalty 3019.604420 = -1212474.641259
  nChanged 2
		SP:Iteration 18Q (101007.740000 sec): 3 clusters
  Score: Raw -1215496.470944 + Penalty 3019.604420 = -1212476.866525
  nChanged 4
		SP:Iteration 19Q (101007.920000 sec): 3 clusters
  Score: Raw -1215503.452953 + Penalty 3019.604420 = -1212483.848534
  nChanged 3
		SP:Iteration 20F (101008.150000 sec): 3 clusters
  Score: Raw -1215507.018535 + Penalty 3019.604420 = -1212487.414115
  nChanged 2
		SP:Iteration 21Q (101008.370000 sec): 3 clusters
  Score: Raw -1215509.054600 + Penalty 3019.604420 = -1212489.450181
  nChanged 0
		SP:Iteration 22F (101008.590000 sec): 3 clusters
  Score: Raw -1215509.054600 + Penalty 3019.604420 = -1212489.450181
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101008.770000 sec): 2 clusters
  Score: Raw -1175049.637399 + Penalty 1518.655177 = -1173530.982222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101008.960000 sec): 3 clusters
  Score: Raw -1168565.587145 + Penalty 3037.310354 = -1165528.276791
  nChanged 4946
		SP:Iteration 1F (101009.210000 sec): 3 clusters
  Score: Raw -1171433.280113 + Penalty 3037.310354 = -1168395.969759
  nChanged 839
		SP:Iteration 2F (101009.440000 sec): 3 clusters
  Score: Raw -1171959.459606 + Penalty 3037.310354 = -1168922.149251
  nChanged 811
		SP:Iteration 3F (101009.670000 sec): 3 clusters
  Score: Raw -1172487.876111 + Penalty 3037.310354 = -1169450.565757
  nChanged 768
		SP:Iteration 4F (101009.910000 sec): 3 clusters
  Score: Raw -1173028.649089 + Penalty 3037.310354 = -1169991.338734
  nChanged 759
		SP:Iteration 5F (101010.100000 sec): 3 clusters
  Score: Raw -1173567.308636 + Penalty 3037.310354 = -1170529.998282
  nChanged 634
		SP:Iteration 6F (101010.330000 sec): 3 clusters
  Score: Raw -1173981.535605 + Penalty 3037.310354 = -1170944.225250
  nChanged 538
		SP:Iteration 7Q (101010.580000 sec): 3 clusters
  Score: Raw -1174321.332595 + Penalty 3037.310354 = -1171284.022240
  nChanged 415
		SP:Iteration 8Q (101010.810000 sec): 3 clusters
  Score: Raw -1174567.763230 + Penalty 3037.310354 = -1171530.452876
  nChanged 342
		SP:Iteration 9Q (101011.020000 sec): 3 clusters
  Score: Raw -1174777.375430 + Penalty 3037.310354 = -1171740.065076
  nChanged 294
		SP:Iteration 10Q (101011.220000 sec): 3 clusters
  Score: Raw -1174950.284526 + Penalty 3037.310354 = -1171912.974171
  nChanged 272
		SP:Iteration 11Q (101011.420000 sec): 3 clusters
  Score: Raw -1175100.132997 + Penalty 3037.310354 = -1172062.822642
  nChanged 217
		SP:Iteration 12Q (101011.650000 sec): 3 clusters
  Score: Raw -1175223.118775 + Penalty 3037.310354 = -1172185.808420
  nChanged 173
		SP:Iteration 13Q (101011.870000 sec): 3 clusters
  Score: Raw -1175333.491271 + Penalty 3037.310354 = -1172296.180917
  nChanged 153
		SP:Iteration 14Q (101012.050000 sec): 3 clusters
  Score: Raw -1175422.599112 + Penalty 3037.310354 = -1172385.288758
  nChanged 114
		SP:Iteration 15Q (101012.340000 sec): 3 clusters
  Score: Raw -1175489.158073 + Penalty 3037.310354 = -1172451.847719
  nChanged 90
		SP:Iteration 16Q (101012.570000 sec): 3 clusters
  Score: Raw -1175545.607407 + Penalty 3037.310354 = -1172508.297052
  nChanged 71
		SP:Iteration 17Q (101012.750000 sec): 3 clusters
  Score: Raw -1175581.786723 + Penalty 3037.310354 = -1172544.476368
  nChanged 59
		SP:Iteration 18Q (101012.990000 sec): 3 clusters
  Score: Raw -1175610.513652 + Penalty 3037.310354 = -1172573.203297
  nChanged 43
		SP:Iteration 19Q (101013.210000 sec): 3 clusters
  Score: Raw -1175631.989344 + Penalty 3037.310354 = -1172594.678990
  nChanged 35
		SP:Iteration 20F (101013.460000 sec): 3 clusters
  Score: Raw -1175649.364091 + Penalty 3037.310354 = -1172612.053736
  nChanged 29
		SP:Iteration 21Q (101013.690000 sec): 3 clusters
  Score: Raw -1175662.990365 + Penalty 3037.310354 = -1172625.680011
  nChanged 22
		SP:Iteration 22Q (101013.860000 sec): 3 clusters
  Score: Raw -1175671.645895 + Penalty 3037.310354 = -1172634.335540
  nChanged 16
		SP:Iteration 23Q (101014.080000 sec): 3 clusters
  Score: Raw -1175678.162832 + Penalty 3037.310354 = -1172640.852477
  nChanged 11
		SP:Iteration 24Q (101014.270000 sec): 3 clusters
  Score: Raw -1175681.793798 + Penalty 3037.310354 = -1172644.483444
  nChanged 10
		SP:Iteration 25Q (101014.490000 sec): 3 clusters
  Score: Raw -1175684.784198 + Penalty 3037.310354 = -1172647.473844
  nChanged 7
		SP:Iteration 26Q (101014.690000 sec): 3 clusters
  Score: Raw -1175687.455418 + Penalty 3037.310354 = -1172650.145063
  nChanged 4
		SP:Iteration 27Q (101014.910000 sec): 3 clusters
  Score: Raw -1175688.303763 + Penalty 3037.310354 = -1172650.993408
  nChanged 1
		SP:Iteration 28Q (101015.140000 sec): 3 clusters
  Score: Raw -1175688.943427 + Penalty 3037.310354 = -1172651.633073
  nChanged 4
		SP:Iteration 29Q (101015.320000 sec): 3 clusters
  Score: Raw -1175690.720812 + Penalty 3037.310354 = -1172653.410458
  nChanged 3
		SP:Iteration 30Q (101015.560000 sec): 3 clusters
  Score: Raw -1175692.837799 + Penalty 3037.310354 = -1172655.527445
  nChanged 5
		SP:Iteration 31Q (101015.800000 sec): 3 clusters
  Score: Raw -1175694.921768 + Penalty 3037.310354 = -1172657.611414
  nChanged 2
		SP:Iteration 32Q (101016.010000 sec): 3 clusters
  Score: Raw -1175695.490329 + Penalty 3037.310354 = -1172658.179974
  nChanged 2
		SP:Iteration 33Q (101016.220000 sec): 3 clusters
  Score: Raw -1175696.167802 + Penalty 3037.310354 = -1172658.857447
  nChanged 3
		SP:Iteration 34Q (101016.440000 sec): 3 clusters
  Score: Raw -1175697.274066 + Penalty 3037.310354 = -1172659.963712
  nChanged 0
		SP:Iteration 35F (101016.670000 sec): 3 clusters
  Score: Raw -1175697.274066 + Penalty 3037.310354 = -1172659.963712
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101016.880000 sec): 2 clusters
  Score: Raw -3089000.748694 + Penalty 1664.109496 = -3087336.639198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101017.210000 sec): 3 clusters
  Score: Raw -3071809.125015 + Penalty 3328.218991 = -3068480.906023
  nChanged 12829
		SP:Iteration 1F (101017.550000 sec): 3 clusters
  Score: Raw -3078964.202641 + Penalty 3328.218991 = -3075635.983649
  nChanged 1410
		SP:Iteration 2F (101017.880000 sec): 3 clusters
  Score: Raw -3079534.235422 + Penalty 3328.218991 = -3076206.016430
  nChanged 1479
		SP:Iteration 3F (101018.220000 sec): 3 clusters
  Score: Raw -3080272.795375 + Penalty 3328.218991 = -3076944.576384
  nChanged 1658
		SP:Iteration 4F (101018.610000 sec): 3 clusters
  Score: Raw -3081291.833439 + Penalty 3328.218991 = -3077963.614447
  nChanged 1927
		SP:Iteration 5F (101018.920000 sec): 3 clusters
  Score: Raw -3082814.612727 + Penalty 3328.218991 = -3079486.393735
  nChanged 2093
		SP:Iteration 6F (101019.310000 sec): 3 clusters
  Score: Raw -3084668.039154 + Penalty 3328.218991 = -3081339.820162
  nChanged 1847
		SP:Iteration 7F (101019.630000 sec): 3 clusters
  Score: Raw -3086398.031792 + Penalty 3328.218991 = -3083069.812801
  nChanged 1351
		SP:Iteration 8Q (101020.010000 sec): 3 clusters
  Score: Raw -3087679.231367 + Penalty 3328.218991 = -3084351.012375
  nChanged 791
		SP:Iteration 9Q (101020.300000 sec): 3 clusters
  Score: Raw -3088407.417358 + Penalty 3328.218991 = -3085079.198367
  nChanged 437
		SP:Iteration 10Q (101020.610000 sec): 3 clusters
  Score: Raw -3088778.993836 + Penalty 3328.218991 = -3085450.774845
  nChanged 194
		SP:Iteration 11Q (101020.960000 sec): 3 clusters
  Score: Raw -3088953.870848 + Penalty 3328.218991 = -3085625.651856
  nChanged 116
		SP:Iteration 12Q (101021.320000 sec): 3 clusters
  Score: Raw -3089067.575106 + Penalty 3328.218991 = -3085739.356114
  nChanged 55
		SP:Iteration 13Q (101021.730000 sec): 3 clusters
  Score: Raw -3089116.578698 + Penalty 3328.218991 = -3085788.359706
  nChanged 39
		SP:Iteration 14Q (101022.080000 sec): 3 clusters
  Score: Raw -3089151.205321 + Penalty 3328.218991 = -3085822.986329
  nChanged 19
		SP:Iteration 15Q (101022.480000 sec): 3 clusters
  Score: Raw -3089166.358569 + Penalty 3328.218991 = -3085838.139578
  nChanged 15
		SP:Iteration 16Q (101022.860000 sec): 3 clusters
  Score: Raw -3089180.281905 + Penalty 3328.218991 = -3085852.062913
  nChanged 15
		SP:Iteration 17Q (101023.210000 sec): 3 clusters
  Score: Raw -3089193.946820 + Penalty 3328.218991 = -3085865.727828
  nChanged 12
		SP:Iteration 18Q (101023.570000 sec): 3 clusters
  Score: Raw -3089202.842782 + Penalty 3328.218991 = -3085874.623790
  nChanged 10
		SP:Iteration 19Q (101023.940000 sec): 3 clusters
  Score: Raw -3089212.405147 + Penalty 3328.218991 = -3085884.186155
  nChanged 9
		SP:Iteration 20F (101024.250000 sec): 3 clusters
  Score: Raw -3089219.562489 + Penalty 3328.218991 = -3085891.343497
  nChanged 6
		SP:Iteration 21Q (101024.640000 sec): 3 clusters
  Score: Raw -3089228.263974 + Penalty 3328.218991 = -3085900.044983
  nChanged 6
		SP:Iteration 22Q (101025.010000 sec): 3 clusters
  Score: Raw -3089232.485437 + Penalty 3328.218991 = -3085904.266446
  nChanged 4
		SP:Iteration 23Q (101025.370000 sec): 3 clusters
  Score: Raw -3089234.744240 + Penalty 3328.218991 = -3085906.525249
  nChanged 1
		SP:Iteration 24Q (101025.730000 sec): 3 clusters
  Score: Raw -3089237.091213 + Penalty 3328.218991 = -3085908.872221
  nChanged 2
		SP:Iteration 25Q (101026.100000 sec): 3 clusters
  Score: Raw -3089238.544892 + Penalty 3328.218991 = -3085910.325901
  nChanged 4
		SP:Iteration 26Q (101026.460000 sec): 3 clusters
  Score: Raw -3089241.659295 + Penalty 3328.218991 = -3085913.440303
  nChanged 3
		SP:Iteration 27Q (101026.810000 sec): 3 clusters
  Score: Raw -3089244.576936 + Penalty 3328.218991 = -3085916.357945
  nChanged 5
		SP:Iteration 28Q (101027.210000 sec): 3 clusters
  Score: Raw -3089249.283300 + Penalty 3328.218991 = -3085921.064308
  nChanged 9
		SP:Iteration 29Q (101027.600000 sec): 3 clusters
  Score: Raw -3089256.244631 + Penalty 3328.218991 = -3085928.025639
  nChanged 4
		SP:Iteration 30Q (101027.960000 sec): 3 clusters
  Score: Raw -3089259.963368 + Penalty 3328.218991 = -3085931.744376
  nChanged 3
		SP:Iteration 31Q (101028.310000 sec): 3 clusters
  Score: Raw -3089262.373472 + Penalty 3328.218991 = -3085934.154480
  nChanged 5
		SP:Iteration 32Q (101028.700000 sec): 3 clusters
  Score: Raw -3089266.607299 + Penalty 3328.218991 = -3085938.388308
  nChanged 4
		SP:Iteration 33Q (101029.080000 sec): 3 clusters
  Score: Raw -3089269.227519 + Penalty 3328.218991 = -3085941.008527
  nChanged 1
		SP:Iteration 34Q (101029.510000 sec): 3 clusters
  Score: Raw -3089270.633266 + Penalty 3328.218991 = -3085942.414274
  nChanged 2
		SP:Iteration 35Q (101029.880000 sec): 3 clusters
  Score: Raw -3089272.635955 + Penalty 3328.218991 = -3085944.416963
  nChanged 6
		SP:Iteration 36Q (101030.280000 sec): 3 clusters
  Score: Raw -3089278.345614 + Penalty 3328.218991 = -3085950.126623
  nChanged 4
		SP:Iteration 37Q (101030.640000 sec): 3 clusters
  Score: Raw -3089280.940622 + Penalty 3328.218991 = -3085952.721630
  nChanged 3
		SP:Iteration 38Q (101030.980000 sec): 3 clusters
  Score: Raw -3089283.669778 + Penalty 3328.218991 = -3085955.450787
  nChanged 1
		SP:Iteration 39Q (101031.340000 sec): 3 clusters
  Score: Raw -3089284.050770 + Penalty 3328.218991 = -3085955.831778
  nChanged 1
		SP:Iteration 40F (101031.700000 sec): 3 clusters
  Score: Raw -3089284.261933 + Penalty 3328.218991 = -3085956.042942
  nChanged 1
		SP:Iteration 41Q (101032.040000 sec): 3 clusters
  Score: Raw -3089285.948964 + Penalty 3328.218991 = -3085957.729973
  nChanged 3
		SP:Iteration 42Q (101032.440000 sec): 3 clusters
  Score: Raw -3089287.648994 + Penalty 3328.218991 = -3085959.430003
  nChanged 3
		SP:Iteration 43Q (101032.810000 sec): 3 clusters
  Score: Raw -3089288.876637 + Penalty 3328.218991 = -3085960.657645
  nChanged 3
		SP:Iteration 44Q (101033.200000 sec): 3 clusters
  Score: Raw -3089291.169987 + Penalty 3328.218991 = -3085962.950996
  nChanged 2
		SP:Iteration 45Q (101033.560000 sec): 3 clusters
  Score: Raw -3089292.116069 + Penalty 3328.218991 = -3085963.897078
  nChanged 1
		SP:Iteration 46Q (101033.960000 sec): 3 clusters
  Score: Raw -3089293.463489 + Penalty 3328.218991 = -3085965.244498
  nChanged 2
		SP:Iteration 47Q (101034.350000 sec): 3 clusters
  Score: Raw -3089295.304848 + Penalty 3328.218991 = -3085967.085857
  nChanged 4
		SP:Iteration 48Q (101034.730000 sec): 3 clusters
  Score: Raw -3089299.944231 + Penalty 3328.218991 = -3085971.725240
  nChanged 3
		SP:Iteration 49Q (101035.070000 sec): 3 clusters
  Score: Raw -3089302.762550 + Penalty 3328.218991 = -3085974.543559
  nChanged 2
		SP:Iteration 50Q (101035.440000 sec): 3 clusters
  Score: Raw -3089303.721660 + Penalty 3328.218991 = -3085975.502669
  nChanged 0
		SP:Iteration 51F (101035.820000 sec): 3 clusters
  Score: Raw -3089303.721660 + Penalty 3328.218991 = -3085975.502669
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101035.920000 sec): 2 clusters
  Score: Raw -929658.630760 + Penalty 1464.827892 = -928193.802868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101036.150000 sec): 3 clusters
  Score: Raw -925123.280658 + Penalty 2929.655784 = -922193.624874
  nChanged 3549
		SP:Iteration 1F (101036.390000 sec): 3 clusters
  Score: Raw -927177.221602 + Penalty 2929.655784 = -924247.565818
  nChanged 593
		SP:Iteration 2F (101036.600000 sec): 3 clusters
  Score: Raw -927492.263428 + Penalty 2929.655784 = -924562.607645
  nChanged 468
		SP:Iteration 3F (101036.790000 sec): 3 clusters
  Score: Raw -927708.338396 + Penalty 2929.655784 = -924778.682612
  nChanged 400
		SP:Iteration 4Q (101037.030000 sec): 3 clusters
  Score: Raw -927885.321917 + Penalty 2929.655784 = -924955.666134
  nChanged 357
		SP:Iteration 5Q (101037.240000 sec): 3 clusters
  Score: Raw -928055.607432 + Penalty 2929.655784 = -925125.951648
  nChanged 356
		SP:Iteration 6Q (101037.500000 sec): 3 clusters
  Score: Raw -928239.114043 + Penalty 2929.655784 = -925309.458259
  nChanged 369
		SP:Iteration 7Q (101037.670000 sec): 3 clusters
  Score: Raw -928467.181560 + Penalty 2929.655784 = -925537.525777
  nChanged 386
		SP:Iteration 8Q (101037.840000 sec): 3 clusters
  Score: Raw -928729.834205 + Penalty 2929.655784 = -925800.178421
  nChanged 361
		SP:Iteration 9Q (101038.000000 sec): 3 clusters
  Score: Raw -928982.420826 + Penalty 2929.655784 = -926052.765042
  nChanged 312
		SP:Iteration 10Q (101038.170000 sec): 3 clusters
  Score: Raw -929213.035827 + Penalty 2929.655784 = -926283.380043
  nChanged 282
		SP:Iteration 11Q (101038.370000 sec): 3 clusters
  Score: Raw -929415.132382 + Penalty 2929.655784 = -926485.476599
  nChanged 211
		SP:Iteration 12Q (101038.530000 sec): 3 clusters
  Score: Raw -929571.086289 + Penalty 2929.655784 = -926641.430505
  nChanged 158
		SP:Iteration 13Q (101038.690000 sec): 3 clusters
  Score: Raw -929687.402065 + Penalty 2929.655784 = -926757.746281
  nChanged 111
		SP:Iteration 14Q (101038.860000 sec): 3 clusters
  Score: Raw -929770.933149 + Penalty 2929.655784 = -926841.277366
  nChanged 82
		SP:Iteration 15Q (101039.080000 sec): 3 clusters
  Score: Raw -929829.074822 + Penalty 2929.655784 = -926899.419039
  nChanged 55
		SP:Iteration 16Q (101039.210000 sec): 3 clusters
  Score: Raw -929875.555465 + Penalty 2929.655784 = -926945.899681
  nChanged 35
		SP:Iteration 17Q (101039.400000 sec): 3 clusters
  Score: Raw -929904.953893 + Penalty 2929.655784 = -926975.298109
  nChanged 26
		SP:Iteration 18Q (101039.570000 sec): 3 clusters
  Score: Raw -929924.264690 + Penalty 2929.655784 = -926994.608907
  nChanged 17
		SP:Iteration 19Q (101039.750000 sec): 3 clusters
  Score: Raw -929935.640725 + Penalty 2929.655784 = -927005.984941
  nChanged 17
		SP:Iteration 20F (101039.960000 sec): 3 clusters
  Score: Raw -929950.744954 + Penalty 2929.655784 = -927021.089171
  nChanged 15
		SP:Iteration 21Q (101040.130000 sec): 3 clusters
  Score: Raw -929960.028069 + Penalty 2929.655784 = -927030.372286
  nChanged 19
		SP:Iteration 22Q (101040.310000 sec): 3 clusters
  Score: Raw -929973.160588 + Penalty 2929.655784 = -927043.504804
  nChanged 12
		SP:Iteration 23Q (101040.520000 sec): 3 clusters
  Score: Raw -929982.374011 + Penalty 2929.655784 = -927052.718228
  nChanged 9
		SP:Iteration 24Q (101040.720000 sec): 3 clusters
  Score: Raw -929988.337013 + Penalty 2929.655784 = -927058.681230
  nChanged 4
		SP:Iteration 25Q (101040.900000 sec): 3 clusters
  Score: Raw -929989.602736 + Penalty 2929.655784 = -927059.946953
  nChanged 1
		SP:Iteration 26Q (101041.140000 sec): 3 clusters
  Score: Raw -929990.217646 + Penalty 2929.655784 = -927060.561862
  nChanged 1
		SP:Iteration 27Q (101041.360000 sec): 3 clusters
  Score: Raw -929990.893287 + Penalty 2929.655784 = -927061.237504
  nChanged 2
		SP:Iteration 28Q (101041.580000 sec): 3 clusters
  Score: Raw -929992.407794 + Penalty 2929.655784 = -927062.752010
  nChanged 2
		SP:Iteration 29Q (101041.720000 sec): 3 clusters
  Score: Raw -929993.251507 + Penalty 2929.655784 = -927063.595723
  nChanged 2
		SP:Iteration 30Q (101041.880000 sec): 3 clusters
  Score: Raw -929993.669479 + Penalty 2929.655784 = -927064.013695
  nChanged 1
		SP:Iteration 31Q (101042.050000 sec): 3 clusters
  Score: Raw -929993.911412 + Penalty 2929.655784 = -927064.255628
  nChanged 0
		SP:Iteration 32F (101042.220000 sec): 3 clusters
  Score: Raw -929993.911412 + Penalty 2929.655784 = -927064.255628
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (3005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101042.310000 sec): 2 clusters
  Score: Raw -278488.024733 + Penalty 1301.305338 = -277186.719395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101042.500000 sec): 3 clusters
  Score: Raw -277157.017330 + Penalty 2602.610675 = -274554.406655
  nChanged 1145
		SP:Iteration 1F (101042.680000 sec): 3 clusters
  Score: Raw -278144.976836 + Penalty 2602.610675 = -275542.366161
  nChanged 312
		SP:Iteration 2F (101042.810000 sec): 3 clusters
  Score: Raw -278548.141476 + Penalty 2602.610675 = -275945.530801
  nChanged 220
		SP:Iteration 3F (101042.960000 sec): 3 clusters
  Score: Raw -278801.812358 + Penalty 2602.610675 = -276199.201683
  nChanged 160
		SP:Iteration 4F (101043.130000 sec): 3 clusters
  Score: Raw -278963.753847 + Penalty 2602.610675 = -276361.143171
  nChanged 132
		SP:Iteration 5Q (101043.270000 sec): 3 clusters
  Score: Raw -279095.653952 + Penalty 2602.610675 = -276493.043276
  nChanged 110
		SP:Iteration 6Q (101043.410000 sec): 3 clusters
  Score: Raw -279169.362893 + Penalty 2602.610675 = -276566.752218
  nChanged 81
		SP:Iteration 7Q (101043.550000 sec): 3 clusters
  Score: Raw -279231.826096 + Penalty 2602.610675 = -276629.215420
  nChanged 57
		SP:Iteration 8Q (101043.700000 sec): 3 clusters
  Score: Raw -279296.926706 + Penalty 2602.610675 = -276694.316031
  nChanged 48
		SP:Iteration 9Q (101043.840000 sec): 3 clusters
  Score: Raw -279330.123708 + Penalty 2602.610675 = -276727.513033
  nChanged 36
		SP:Iteration 10Q (101043.980000 sec): 3 clusters
  Score: Raw -279352.549429 + Penalty 2602.610675 = -276749.938754
  nChanged 32
		SP:Iteration 11Q (101044.120000 sec): 3 clusters
  Score: Raw -279366.966773 + Penalty 2602.610675 = -276764.356098
  nChanged 21
		SP:Iteration 12Q (101044.260000 sec): 3 clusters
  Score: Raw -279379.727934 + Penalty 2602.610675 = -276777.117258
  nChanged 24
		SP:Iteration 13Q (101044.400000 sec): 3 clusters
  Score: Raw -279397.822168 + Penalty 2602.610675 = -276795.211493
  nChanged 21
		SP:Iteration 14Q (101044.540000 sec): 3 clusters
  Score: Raw -279411.480488 + Penalty 2602.610675 = -276808.869813
  nChanged 14
		SP:Iteration 15Q (101044.680000 sec): 3 clusters
  Score: Raw -279419.652614 + Penalty 2602.610675 = -276817.041938
  nChanged 13
		SP:Iteration 16Q (101044.830000 sec): 3 clusters
  Score: Raw -279425.373818 + Penalty 2602.610675 = -276822.763143
  nChanged 9
		SP:Iteration 17Q (101044.970000 sec): 3 clusters
  Score: Raw -279429.754192 + Penalty 2602.610675 = -276827.143517
  nChanged 8
		SP:Iteration 18Q (101045.110000 sec): 3 clusters
  Score: Raw -279431.433764 + Penalty 2602.610675 = -276828.823089
  nChanged 2
		SP:Iteration 19Q (101045.250000 sec): 3 clusters
  Score: Raw -279432.180859 + Penalty 2602.610675 = -276829.570184
  nChanged 2
		SP:Iteration 20F (101045.400000 sec): 3 clusters
  Score: Raw -279432.355437 + Penalty 2602.610675 = -276829.744761
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (4589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101045.510000 sec): 2 clusters
  Score: Raw -472514.126467 + Penalty 1370.105330 = -471144.021137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101045.670000 sec): 3 clusters
  Score: Raw -470137.847982 + Penalty 2740.210660 = -467397.637322
  nChanged 1881
		SP:Iteration 1F (101045.860000 sec): 3 clusters
  Score: Raw -471421.382258 + Penalty 2740.210660 = -468681.171598
  nChanged 436
		SP:Iteration 2F (101046.010000 sec): 3 clusters
  Score: Raw -471823.178484 + Penalty 2740.210660 = -469082.967824
  nChanged 336
		SP:Iteration 3F (101046.130000 sec): 3 clusters
  Score: Raw -472082.966580 + Penalty 2740.210660 = -469342.755920
  nChanged 276
		SP:Iteration 4F (101046.270000 sec): 3 clusters
  Score: Raw -472264.784223 + Penalty 2740.210660 = -469524.573564
  nChanged 218
		SP:Iteration 5Q (101046.420000 sec): 3 clusters
  Score: Raw -472404.071239 + Penalty 2740.210660 = -469663.860580
  nChanged 190
		SP:Iteration 6Q (101046.560000 sec): 3 clusters
  Score: Raw -472530.644690 + Penalty 2740.210660 = -469790.434031
  nChanged 186
		SP:Iteration 7Q (101046.710000 sec): 3 clusters
  Score: Raw -472647.445480 + Penalty 2740.210660 = -469907.234820
  nChanged 137
		SP:Iteration 8Q (101046.850000 sec): 3 clusters
  Score: Raw -472729.269021 + Penalty 2740.210660 = -469989.058362
  nChanged 113
		SP:Iteration 9Q (101047.000000 sec): 3 clusters
  Score: Raw -472794.944566 + Penalty 2740.210660 = -470054.733906
  nChanged 110
		SP:Iteration 10Q (101047.180000 sec): 3 clusters
  Score: Raw -472859.124059 + Penalty 2740.210660 = -470118.913400
  nChanged 93
		SP:Iteration 11Q (101047.340000 sec): 3 clusters
  Score: Raw -472910.028466 + Penalty 2740.210660 = -470169.817806
  nChanged 79
		SP:Iteration 12Q (101047.480000 sec): 3 clusters
  Score: Raw -472948.342295 + Penalty 2740.210660 = -470208.131635
  nChanged 76
		SP:Iteration 13Q (101047.620000 sec): 3 clusters
  Score: Raw -472985.340186 + Penalty 2740.210660 = -470245.129527
  nChanged 55
		SP:Iteration 14Q (101047.780000 sec): 3 clusters
  Score: Raw -473019.061883 + Penalty 2740.210660 = -470278.851224
  nChanged 65
		SP:Iteration 15Q (101047.940000 sec): 3 clusters
  Score: Raw -473052.332170 + Penalty 2740.210660 = -470312.121510
  nChanged 54
		SP:Iteration 16Q (101048.120000 sec): 3 clusters
  Score: Raw -473078.689186 + Penalty 2740.210660 = -470338.478526
  nChanged 49
		SP:Iteration 17Q (101048.360000 sec): 3 clusters
  Score: Raw -473097.965322 + Penalty 2740.210660 = -470357.754662
  nChanged 43
		SP:Iteration 18Q (101048.480000 sec): 3 clusters
  Score: Raw -473120.845430 + Penalty 2740.210660 = -470380.634770
  nChanged 45
		SP:Iteration 19Q (101048.670000 sec): 3 clusters
  Score: Raw -473139.778005 + Penalty 2740.210660 = -470399.567345
  nChanged 30
		SP:Iteration 20F (101048.820000 sec): 3 clusters
  Score: Raw -473151.549237 + Penalty 2740.210660 = -470411.338577
  nChanged 23
		SP:Iteration 21Q (101048.980000 sec): 3 clusters
  Score: Raw -473161.975801 + Penalty 2740.210660 = -470421.765141
  nChanged 27
		SP:Iteration 22Q (101049.130000 sec): 3 clusters
  Score: Raw -473171.473480 + Penalty 2740.210660 = -470431.262820
  nChanged 30
		SP:Iteration 23Q (101049.280000 sec): 3 clusters
  Score: Raw -473178.911800 + Penalty 2740.210660 = -470438.701141
  nChanged 16
		SP:Iteration 24Q (101049.430000 sec): 3 clusters
  Score: Raw -473184.457298 + Penalty 2740.210660 = -470444.246639
  nChanged 15
		SP:Iteration 25Q (101049.580000 sec): 3 clusters
  Score: Raw -473189.427421 + Penalty 2740.210660 = -470449.216761
  nChanged 16
		SP:Iteration 26Q (101049.760000 sec): 3 clusters
  Score: Raw -473194.572521 + Penalty 2740.210660 = -470454.361861
  nChanged 11
		SP:Iteration 27Q (101049.870000 sec): 3 clusters
  Score: Raw -473200.271832 + Penalty 2740.210660 = -470460.061172
  nChanged 16
		SP:Iteration 28Q (101050.010000 sec): 3 clusters
  Score: Raw -473207.246423 + Penalty 2740.210660 = -470467.035763
  nChanged 16
		SP:Iteration 29Q (101050.150000 sec): 3 clusters
  Score: Raw -473211.484091 + Penalty 2740.210660 = -470471.273431
  nChanged 14
		SP:Iteration 30Q (101050.300000 sec): 3 clusters
  Score: Raw -473217.195063 + Penalty 2740.210660 = -470476.984403
  nChanged 20
		SP:Iteration 31Q (101050.450000 sec): 3 clusters
  Score: Raw -473223.568862 + Penalty 2740.210660 = -470483.358202
  nChanged 22
		SP:Iteration 32Q (101050.570000 sec): 3 clusters
  Score: Raw -473230.697923 + Penalty 2740.210660 = -470490.487263
  nChanged 20
		SP:Iteration 33Q (101050.720000 sec): 3 clusters
  Score: Raw -473237.868359 + Penalty 2740.210660 = -470497.657699
  nChanged 21
		SP:Iteration 34Q (101050.860000 sec): 3 clusters
  Score: Raw -473246.761627 + Penalty 2740.210660 = -470506.550967
  nChanged 25
		SP:Iteration 35Q (101051.000000 sec): 3 clusters
  Score: Raw -473255.761921 + Penalty 2740.210660 = -470515.551261
  nChanged 22
		SP:Iteration 36Q (101051.140000 sec): 3 clusters
  Score: Raw -473263.671593 + Penalty 2740.210660 = -470523.460934
  nChanged 23
		SP:Iteration 37Q (101051.280000 sec): 3 clusters
  Score: Raw -473270.262950 + Penalty 2740.210660 = -470530.052290
  nChanged 23
		SP:Iteration 38Q (101051.420000 sec): 3 clusters
  Score: Raw -473283.428530 + Penalty 2740.210660 = -470543.217870
  nChanged 25
		SP:Iteration 39Q (101051.560000 sec): 3 clusters
  Score: Raw -473294.836009 + Penalty 2740.210660 = -470554.625350
  nChanged 24
		SP:Iteration 40F (101051.700000 sec): 3 clusters
  Score: Raw -473304.144293 + Penalty 2740.210660 = -470563.933633
  nChanged 18
		SP:Iteration 41Q (101051.840000 sec): 3 clusters
  Score: Raw -473315.008234 + Penalty 2740.210660 = -470574.797575
  nChanged 23
		SP:Iteration 42Q (101051.980000 sec): 3 clusters
  Score: Raw -473324.282741 + Penalty 2740.210660 = -470584.072081
  nChanged 25
		SP:Iteration 43Q (101052.120000 sec): 3 clusters
  Score: Raw -473337.304995 + Penalty 2740.210660 = -470597.094335
  nChanged 23
		SP:Iteration 44Q (101052.260000 sec): 3 clusters
  Score: Raw -473345.796579 + Penalty 2740.210660 = -470605.585919
  nChanged 24
		SP:Iteration 45Q (101052.410000 sec): 3 clusters
  Score: Raw -473355.557480 + Penalty 2740.210660 = -470615.346820
  nChanged 22
		SP:Iteration 46Q (101052.550000 sec): 3 clusters
  Score: Raw -473366.967986 + Penalty 2740.210660 = -470626.757326
  nChanged 21
		SP:Iteration 47Q (101052.680000 sec): 3 clusters
  Score: Raw -473376.498777 + Penalty 2740.210660 = -470636.288117
  nChanged 24
		SP:Iteration 48Q (101052.820000 sec): 3 clusters
  Score: Raw -473384.814240 + Penalty 2740.210660 = -470644.603580
  nChanged 25
		SP:Iteration 49Q (101052.960000 sec): 3 clusters
  Score: Raw -473394.315989 + Penalty 2740.210660 = -470654.105330
  nChanged 16
		SP:Iteration 50Q (101053.100000 sec): 3 clusters
  Score: Raw -473406.920337 + Penalty 2740.210660 = -470666.709677
  nChanged 27
		SP:Iteration 51Q (101053.240000 sec): 3 clusters
  Score: Raw -473433.737347 + Penalty 2740.210660 = -470693.526687
  nChanged 32
		SP:Iteration 52Q (101053.380000 sec): 3 clusters
  Score: Raw -473455.329919 + Penalty 2740.210660 = -470715.119259
  nChanged 34
		SP:Iteration 53Q (101053.520000 sec): 3 clusters
  Score: Raw -473478.451486 + Penalty 2740.210660 = -470738.240826
  nChanged 29
		SP:Iteration 54Q (101053.660000 sec): 3 clusters
  Score: Raw -473493.458753 + Penalty 2740.210660 = -470753.248093
  nChanged 22
		SP:Iteration 55Q (101053.810000 sec): 3 clusters
  Score: Raw -473504.907930 + Penalty 2740.210660 = -470764.697270
  nChanged 11
		SP:Iteration 56Q (101053.940000 sec): 3 clusters
  Score: Raw -473513.897835 + Penalty 2740.210660 = -470773.687175
  nChanged 15
		SP:Iteration 57Q (101054.080000 sec): 3 clusters
  Score: Raw -473523.358835 + Penalty 2740.210660 = -470783.148175
  nChanged 18
		SP:Iteration 58Q (101054.230000 sec): 3 clusters
  Score: Raw -473532.319740 + Penalty 2740.210660 = -470792.109080
  nChanged 11
		SP:Iteration 59Q (101054.380000 sec): 3 clusters
  Score: Raw -473537.127968 + Penalty 2740.210660 = -470796.917308
  nChanged 10
		SP:Iteration 60F (101054.560000 sec): 3 clusters
  Score: Raw -473541.163405 + Penalty 2740.210660 = -470800.952745
  nChanged 8
		SP:Iteration 61Q (101054.700000 sec): 3 clusters
  Score: Raw -473546.047877 + Penalty 2740.210660 = -470805.837217
  nChanged 7
		SP:Iteration 62Q (101054.880000 sec): 3 clusters
  Score: Raw -473548.729413 + Penalty 2740.210660 = -470808.518753
  nChanged 13
		SP:Iteration 63Q (101055.000000 sec): 3 clusters
  Score: Raw -473553.112950 + Penalty 2740.210660 = -470812.902290
  nChanged 6
		SP:Iteration 64Q (101055.120000 sec): 3 clusters
  Score: Raw -473555.526256 + Penalty 2740.210660 = -470815.315597
  nChanged 5
		SP:Iteration 65Q (101055.260000 sec): 3 clusters
  Score: Raw -473557.480716 + Penalty 2740.210660 = -470817.270057
  nChanged 2
		SP:Iteration 66Q (101055.400000 sec): 3 clusters
  Score: Raw -473557.989087 + Penalty 2740.210660 = -470817.778427
  nChanged 4
		SP:Iteration 67Q (101055.540000 sec): 3 clusters
  Score: Raw -473560.105243 + Penalty 2740.210660 = -470819.894584
  nChanged 2
		SP:Iteration 68Q (101055.680000 sec): 3 clusters
  Score: Raw -473561.509913 + Penalty 2740.210660 = -470821.299254
  nChanged 4
		SP:Iteration 69Q (101055.820000 sec): 3 clusters
  Score: Raw -473563.863186 + Penalty 2740.210660 = -470823.652526
  nChanged 9
		SP:Iteration 70Q (101055.970000 sec): 3 clusters
  Score: Raw -473568.666822 + Penalty 2740.210660 = -470828.456162
  nChanged 6
		SP:Iteration 71Q (101056.110000 sec): 3 clusters
  Score: Raw -473571.750146 + Penalty 2740.210660 = -470831.539486
  nChanged 10
		SP:Iteration 72Q (101056.250000 sec): 3 clusters
  Score: Raw -473577.013412 + Penalty 2740.210660 = -470836.802752
  nChanged 9
		SP:Iteration 73Q (101056.390000 sec): 3 clusters
  Score: Raw -473582.044163 + Penalty 2740.210660 = -470841.833503
  nChanged 6
		SP:Iteration 74Q (101056.530000 sec): 3 clusters
  Score: Raw -473586.594348 + Penalty 2740.210660 = -470846.383688
  nChanged 8
		SP:Iteration 75Q (101056.670000 sec): 3 clusters
  Score: Raw -473589.419682 + Penalty 2740.210660 = -470849.209023
  nChanged 7
		SP:Iteration 76Q (101056.800000 sec): 3 clusters
  Score: Raw -473591.065520 + Penalty 2740.210660 = -470850.854861
  nChanged 7
		SP:Iteration 77Q (101056.940000 sec): 3 clusters
  Score: Raw -473592.481905 + Penalty 2740.210660 = -470852.271245
  nChanged 1
		SP:Iteration 78Q (101057.080000 sec): 3 clusters
  Score: Raw -473592.563837 + Penalty 2740.210660 = -470852.353177
  nChanged 0
		SP:Iteration 79F (101057.220000 sec): 3 clusters
  Score: Raw -473592.563837 + Penalty 2740.210660 = -470852.353177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (55401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101057.640000 sec): 2 clusters
  Score: Raw -6117074.147394 + Penalty 1774.882350 = -6115299.265044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101058.260000 sec): 3 clusters
  Score: Raw -6081821.823123 + Penalty 3549.764700 = -6078272.058423
  nChanged 26078
		SP:Iteration 1F (101058.820000 sec): 3 clusters
  Score: Raw -6096887.517487 + Penalty 3549.764700 = -6093337.752787
  nChanged 2313
		SP:Iteration 2Q (101059.400000 sec): 3 clusters
  Score: Raw -6097629.824713 + Penalty 3549.764700 = -6094080.060013
  nChanged 2575
		SP:Iteration 3Q (101059.940000 sec): 3 clusters
  Score: Raw -6098669.218377 + Penalty 3549.764700 = -6095119.453677
  nChanged 3085
		SP:Iteration 4F (101060.520000 sec): 3 clusters
  Score: Raw -6100204.137240 + Penalty 3549.764700 = -6096654.372540
  nChanged 3536
		SP:Iteration 5F (101061.060000 sec): 3 clusters
  Score: Raw -6102284.784842 + Penalty 3549.764700 = -6098735.020142
  nChanged 3812
		SP:Iteration 6F (101061.540000 sec): 3 clusters
  Score: Raw -6104842.697749 + Penalty 3549.764700 = -6101292.933049
  nChanged 3701
		SP:Iteration 7F (101062.010000 sec): 3 clusters
  Score: Raw -6107451.116777 + Penalty 3549.764700 = -6103901.352077
  nChanged 3235
		SP:Iteration 8F (101062.550000 sec): 3 clusters
  Score: Raw -6109782.186064 + Penalty 3549.764700 = -6106232.421364
  nChanged 2650
		SP:Iteration 9Q (101063.130000 sec): 3 clusters
  Score: Raw -6111825.029884 + Penalty 3549.764700 = -6108275.265183
  nChanged 2062
		SP:Iteration 10Q (101063.670000 sec): 3 clusters
  Score: Raw -6113583.728020 + Penalty 3549.764700 = -6110033.963320
  nChanged 1562
		SP:Iteration 11Q (101064.160000 sec): 3 clusters
  Score: Raw -6115009.121794 + Penalty 3549.764700 = -6111459.357094
  nChanged 1070
		SP:Iteration 12Q (101064.700000 sec): 3 clusters
  Score: Raw -6116064.646707 + Penalty 3549.764700 = -6112514.882007
  nChanged 828
		SP:Iteration 13Q (101065.140000 sec): 3 clusters
  Score: Raw -6116826.380746 + Penalty 3549.764700 = -6113276.616046
  nChanged 597
		SP:Iteration 14Q (101065.670000 sec): 3 clusters
  Score: Raw -6117255.072793 + Penalty 3549.764700 = -6113705.308093
  nChanged 379
		SP:Iteration 15Q (101066.190000 sec): 3 clusters
  Score: Raw -6117436.966165 + Penalty 3549.764700 = -6113887.201465
  nChanged 240
		SP:Iteration 16Q (101066.720000 sec): 3 clusters
  Score: Raw -6117523.513001 + Penalty 3549.764700 = -6113973.748301
  nChanged 187
		SP:Iteration 17Q (101067.220000 sec): 3 clusters
  Score: Raw -6117586.348941 + Penalty 3549.764700 = -6114036.584241
  nChanged 142
		SP:Iteration 18Q (101067.710000 sec): 3 clusters
  Score: Raw -6117626.223099 + Penalty 3549.764700 = -6114076.458399
  nChanged 106
		SP:Iteration 19Q (101068.160000 sec): 3 clusters
  Score: Raw -6117655.404019 + Penalty 3549.764700 = -6114105.639319
  nChanged 94
		SP:Iteration 20F (101068.770000 sec): 3 clusters
  Score: Raw -6117682.954421 + Penalty 3549.764700 = -6114133.189721
  nChanged 77
		SP:Iteration 21Q (101069.260000 sec): 3 clusters
  Score: Raw -6117704.704124 + Penalty 3549.764700 = -6114154.939424
  nChanged 68
		SP:Iteration 22Q (101069.760000 sec): 3 clusters
  Score: Raw -6117725.718172 + Penalty 3549.764700 = -6114175.953472
  nChanged 70
		SP:Iteration 23Q (101070.220000 sec): 3 clusters
  Score: Raw -6117746.489567 + Penalty 3549.764700 = -6114196.724867
  nChanged 77
		SP:Iteration 24Q (101070.730000 sec): 3 clusters
  Score: Raw -6117770.104451 + Penalty 3549.764700 = -6114220.339751
  nChanged 73
		SP:Iteration 25Q (101071.260000 sec): 3 clusters
  Score: Raw -6117790.875547 + Penalty 3549.764700 = -6114241.110847
  nChanged 64
		SP:Iteration 26Q (101071.790000 sec): 3 clusters
  Score: Raw -6117807.449667 + Penalty 3549.764700 = -6114257.684967
  nChanged 77
		SP:Iteration 27Q (101072.340000 sec): 3 clusters
  Score: Raw -6117826.940273 + Penalty 3549.764700 = -6114277.175573
  nChanged 65
		SP:Iteration 28Q (101072.900000 sec): 3 clusters
  Score: Raw -6117843.388961 + Penalty 3549.764700 = -6114293.624261
  nChanged 56
		SP:Iteration 29Q (101073.380000 sec): 3 clusters
  Score: Raw -6117855.104584 + Penalty 3549.764700 = -6114305.339884
  nChanged 42
		SP:Iteration 30Q (101073.860000 sec): 3 clusters
  Score: Raw -6117862.779187 + Penalty 3549.764700 = -6114313.014487
  nChanged 35
		SP:Iteration 31Q (101074.400000 sec): 3 clusters
  Score: Raw -6117870.846624 + Penalty 3549.764700 = -6114321.081924
  nChanged 37
		SP:Iteration 32Q (101074.840000 sec): 3 clusters
  Score: Raw -6117876.971572 + Penalty 3549.764700 = -6114327.206872
  nChanged 27
		SP:Iteration 33Q (101075.350000 sec): 3 clusters
  Score: Raw -6117881.181860 + Penalty 3549.764700 = -6114331.417160
  nChanged 31
		SP:Iteration 34Q (101075.850000 sec): 3 clusters
  Score: Raw -6117885.544165 + Penalty 3549.764700 = -6114335.779465
  nChanged 24
		SP:Iteration 35Q (101076.410000 sec): 3 clusters
  Score: Raw -6117889.802694 + Penalty 3549.764700 = -6114340.037994
  nChanged 23
		SP:Iteration 36Q (101076.890000 sec): 3 clusters
  Score: Raw -6117893.110016 + Penalty 3549.764700 = -6114343.345316
  nChanged 16
		SP:Iteration 37Q (101077.330000 sec): 3 clusters
  Score: Raw -6117895.276212 + Penalty 3549.764700 = -6114345.511512
  nChanged 16
		SP:Iteration 38Q (101077.820000 sec): 3 clusters
  Score: Raw -6117898.205900 + Penalty 3549.764700 = -6114348.441200
  nChanged 20
		SP:Iteration 39Q (101078.300000 sec): 3 clusters
  Score: Raw -6117900.266458 + Penalty 3549.764700 = -6114350.501758
  nChanged 11
		SP:Iteration 40F (101078.860000 sec): 3 clusters
  Score: Raw -6117901.669898 + Penalty 3549.764700 = -6114351.905198
  nChanged 9
		SP:Iteration 41Q (101079.300000 sec): 3 clusters
  Score: Raw -6117902.746192 + Penalty 3549.764700 = -6114352.981492
  nChanged 7
		SP:Iteration 42Q (101079.850000 sec): 3 clusters
  Score: Raw -6117903.538631 + Penalty 3549.764700 = -6114353.773931
  nChanged 5
		SP:Iteration 43Q (101080.290000 sec): 3 clusters
  Score: Raw -6117904.040076 + Penalty 3549.764700 = -6114354.275376
  nChanged 5
		SP:Iteration 44Q (101080.820000 sec): 3 clusters
  Score: Raw -6117904.468178 + Penalty 3549.764700 = -6114354.703478
  nChanged 5
		SP:Iteration 45Q (101081.300000 sec): 3 clusters
  Score: Raw -6117904.940592 + Penalty 3549.764700 = -6114355.175892
  nChanged 2
		SP:Iteration 46Q (101081.780000 sec): 3 clusters
  Score: Raw -6117905.279613 + Penalty 3549.764700 = -6114355.514913
  nChanged 0
		SP:Iteration 47F (101082.280000 sec): 3 clusters
  Score: Raw -6117905.279613 + Penalty 3549.764700 = -6114355.514913
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101082.370000 sec): 2 clusters
  Score: Raw -49536.964044 + Penalty 1025.361720 = -48511.602324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101082.540000 sec): 3 clusters
  Score: Raw -49592.760038 + Penalty 2050.723440 = -47542.036598
  nChanged 156
		SP:Iteration 1F (101082.700000 sec): 3 clusters
  Score: Raw -50035.177950 + Penalty 2050.723440 = -47984.454510
  nChanged 59
		SP:Iteration 2F (101082.830000 sec): 3 clusters
  Score: Raw -50313.327245 + Penalty 2050.723440 = -48262.603804
  nChanged 34
		SP:Iteration 3F (101082.960000 sec): 3 clusters
  Score: Raw -50552.813502 + Penalty 2050.723440 = -48502.090062
  nChanged 26
		SP:Iteration 4Q (101083.090000 sec): 3 clusters
  Score: Raw -50819.206389 + Penalty 2050.723440 = -48768.482948
  nChanged 20
		SP:Iteration 5Q (101083.220000 sec): 3 clusters
  Score: Raw -50933.164087 + Penalty 2050.723440 = -48882.440646
  nChanged 13
		SP:Iteration 6Q (101083.350000 sec): 3 clusters
  Score: Raw -51038.497658 + Penalty 2050.723440 = -48987.774217
  nChanged 19
		SP:Iteration 7Q (101083.480000 sec): 3 clusters
  Score: Raw -51101.887419 + Penalty 2050.723440 = -49051.163979
  nChanged 19
		SP:Iteration 8Q (101083.610000 sec): 3 clusters
  Score: Raw -51200.485976 + Penalty 2050.723440 = -49149.762535
  nChanged 14
		SP:Iteration 9Q (101083.740000 sec): 3 clusters
  Score: Raw -51320.075468 + Penalty 2050.723440 = -49269.352027
  nChanged 6
		SP:Iteration 10Q (101083.870000 sec): 3 clusters
  Score: Raw -51415.281111 + Penalty 2050.723440 = -49364.557670
  nChanged 2
		SP:Iteration 11Q (101084.040000 sec): 3 clusters
  Score: Raw -51456.318712 + Penalty 2050.723440 = -49405.595272
  nChanged 1
		SP:Iteration 12Q (101084.180000 sec): 3 clusters
  Score: Raw -51458.388616 + Penalty 2050.723440 = -49407.665176
  nChanged 0
		SP:Iteration 13F (101084.310000 sec): 3 clusters
  Score: Raw -51458.388616 + Penalty 2050.723440 = -49407.665176
  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 9.05 GB.

 Trying to split cluster 26 (56581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101084.680000 sec): 2 clusters
  Score: Raw -6169881.037593 + Penalty 1778.307134 = -6168102.730458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101085.180000 sec): 3 clusters
  Score: Raw -6133778.187600 + Penalty 3556.614269 = -6130221.573332
  nChanged 26768
		SP:Iteration 1F (101085.790000 sec): 3 clusters
  Score: Raw -6149937.334708 + Penalty 3556.614269 = -6146380.720439
  nChanged 3332
		SP:Iteration 2F (101086.340000 sec): 3 clusters
  Score: Raw -6152778.169667 + Penalty 3556.614269 = -6149221.555399
  nChanged 4211
		SP:Iteration 3F (101086.920000 sec): 3 clusters
  Score: Raw -6156577.516010 + Penalty 3556.614269 = -6153020.901742
  nChanged 4613
		SP:Iteration 4F (101087.550000 sec): 3 clusters
  Score: Raw -6160205.705027 + Penalty 3556.614269 = -6156649.090758
  nChanged 4206
		SP:Iteration 5F (101088.070000 sec): 3 clusters
  Score: Raw -6163309.603220 + Penalty 3556.614269 = -6159752.988951
  nChanged 3530
		SP:Iteration 6F (101088.630000 sec): 3 clusters
  Score: Raw -6165596.950456 + Penalty 3556.614269 = -6162040.336187
  nChanged 2803
		SP:Iteration 7Q (101089.210000 sec): 3 clusters
  Score: Raw -6167103.120888 + Penalty 3556.614269 = -6163546.506620
  nChanged 2042
		SP:Iteration 8Q (101089.830000 sec): 3 clusters
  Score: Raw -6167982.402135 + Penalty 3556.614269 = -6164425.787867
  nChanged 1551
		SP:Iteration 9Q (101090.340000 sec): 3 clusters
  Score: Raw -6168532.448486 + Penalty 3556.614269 = -6164975.834218
  nChanged 1118
		SP:Iteration 10Q (101090.970000 sec): 3 clusters
  Score: Raw -6168854.207325 + Penalty 3556.614269 = -6165297.593057
  nChanged 891
		SP:Iteration 11Q (101091.610000 sec): 3 clusters
  Score: Raw -6169080.171982 + Penalty 3556.614269 = -6165523.557713
  nChanged 775
		SP:Iteration 12Q (101092.160000 sec): 3 clusters
  Score: Raw -6169255.737053 + Penalty 3556.614269 = -6165699.122785
  nChanged 648
		SP:Iteration 13Q (101092.750000 sec): 3 clusters
  Score: Raw -6169394.092654 + Penalty 3556.614269 = -6165837.478385
  nChanged 589
		SP:Iteration 14Q (101093.280000 sec): 3 clusters
  Score: Raw -6169523.589426 + Penalty 3556.614269 = -6165966.975157
  nChanged 559
		SP:Iteration 15Q (101093.860000 sec): 3 clusters
  Score: Raw -6169633.264259 + Penalty 3556.614269 = -6166076.649990
  nChanged 526
		SP:Iteration 16Q (101094.460000 sec): 3 clusters
  Score: Raw -6169733.786627 + Penalty 3556.614269 = -6166177.172359
  nChanged 498
		SP:Iteration 17Q (101095.060000 sec): 3 clusters
  Score: Raw -6169832.553387 + Penalty 3556.614269 = -6166275.939119
  nChanged 500
		SP:Iteration 18Q (101095.610000 sec): 3 clusters
  Score: Raw -6169928.290440 + Penalty 3556.614269 = -6166371.676172
  nChanged 506
		SP:Iteration 19Q (101096.260000 sec): 3 clusters
  Score: Raw -6170030.508990 + Penalty 3556.614269 = -6166473.894721
  nChanged 545
		SP:Iteration 20F (101096.870000 sec): 3 clusters
  Score: Raw -6170150.546625 + Penalty 3556.614269 = -6166593.932356
  nChanged 567
		SP:Iteration 21Q (101097.420000 sec): 3 clusters
  Score: Raw -6170289.102948 + Penalty 3556.614269 = -6166732.488680
  nChanged 595
		SP:Iteration 22Q (101098.020000 sec): 3 clusters
  Score: Raw -6170439.563179 + Penalty 3556.614269 = -6166882.948910
  nChanged 625
		SP:Iteration 23Q (101098.510000 sec): 3 clusters
  Score: Raw -6170594.588988 + Penalty 3556.614269 = -6167037.974719
  nChanged 642
		SP:Iteration 24Q (101099.080000 sec): 3 clusters
  Score: Raw -6170765.628766 + Penalty 3556.614269 = -6167209.014497
  nChanged 655
		SP:Iteration 25Q (101099.660000 sec): 3 clusters
  Score: Raw -6170963.783238 + Penalty 3556.614269 = -6167407.168969
  nChanged 698
		SP:Iteration 26Q (101100.290000 sec): 3 clusters
  Score: Raw -6171170.557669 + Penalty 3556.614269 = -6167613.943401
  nChanged 680
		SP:Iteration 27Q (101100.840000 sec): 3 clusters
  Score: Raw -6171391.264392 + Penalty 3556.614269 = -6167834.650123
  nChanged 752
		SP:Iteration 28Q (101101.480000 sec): 3 clusters
  Score: Raw -6171670.588094 + Penalty 3556.614269 = -6168113.973826
  nChanged 739
		SP:Iteration 29Q (101102.040000 sec): 3 clusters
  Score: Raw -6171942.887163 + Penalty 3556.614269 = -6168386.272895
  nChanged 743
		SP:Iteration 30Q (101102.560000 sec): 3 clusters
  Score: Raw -6172205.444903 + Penalty 3556.614269 = -6168648.830634
  nChanged 682
		SP:Iteration 31Q (101103.180000 sec): 3 clusters
  Score: Raw -6172425.228094 + Penalty 3556.614269 = -6168868.613825
  nChanged 642
		SP:Iteration 32Q (101103.720000 sec): 3 clusters
  Score: Raw -6172611.230660 + Penalty 3556.614269 = -6169054.616391
  nChanged 582
		SP:Iteration 33Q (101104.330000 sec): 3 clusters
  Score: Raw -6172768.345561 + Penalty 3556.614269 = -6169211.731293
  nChanged 529
		SP:Iteration 34Q (101104.850000 sec): 3 clusters
  Score: Raw -6172889.206807 + Penalty 3556.614269 = -6169332.592539
  nChanged 469
		SP:Iteration 35Q (101105.410000 sec): 3 clusters
  Score: Raw -6172990.727139 + Penalty 3556.614269 = -6169434.112870
  nChanged 406
		SP:Iteration 36Q (101105.990000 sec): 3 clusters
  Score: Raw -6173074.699941 + Penalty 3556.614269 = -6169518.085673
  nChanged 397
		SP:Iteration 37Q (101106.550000 sec): 3 clusters
  Score: Raw -6173153.548267 + Penalty 3556.614269 = -6169596.933999
  nChanged 381
		SP:Iteration 38Q (101107.120000 sec): 3 clusters
  Score: Raw -6173226.630478 + Penalty 3556.614269 = -6169670.016210
  nChanged 351
		SP:Iteration 39Q (101107.590000 sec): 3 clusters
  Score: Raw -6173292.131208 + Penalty 3556.614269 = -6169735.516939
  nChanged 295
		SP:Iteration 40F (101108.140000 sec): 3 clusters
  Score: Raw -6173342.698588 + Penalty 3556.614269 = -6169786.084319
  nChanged 269
		SP:Iteration 41Q (101108.690000 sec): 3 clusters
  Score: Raw -6173391.323144 + Penalty 3556.614269 = -6169834.708875
  nChanged 268
		SP:Iteration 42Q (101109.260000 sec): 3 clusters
  Score: Raw -6173437.462979 + Penalty 3556.614269 = -6169880.848710
  nChanged 249
		SP:Iteration 43Q (101109.780000 sec): 3 clusters
  Score: Raw -6173480.201677 + Penalty 3556.614269 = -6169923.587409
  nChanged 243
		SP:Iteration 44Q (101110.290000 sec): 3 clusters
  Score: Raw -6173520.074125 + Penalty 3556.614269 = -6169963.459857
  nChanged 239
		SP:Iteration 45Q (101110.830000 sec): 3 clusters
  Score: Raw -6173557.807789 + Penalty 3556.614269 = -6170001.193520
  nChanged 244
		SP:Iteration 46Q (101111.380000 sec): 3 clusters
  Score: Raw -6173593.159253 + Penalty 3556.614269 = -6170036.544984
  nChanged 222
		SP:Iteration 47Q (101111.930000 sec): 3 clusters
  Score: Raw -6173623.625026 + Penalty 3556.614269 = -6170067.010758
  nChanged 191
		SP:Iteration 48Q (101112.480000 sec): 3 clusters
  Score: Raw -6173648.099271 + Penalty 3556.614269 = -6170091.485003
  nChanged 180
		SP:Iteration 49Q (101113.000000 sec): 3 clusters
  Score: Raw -6173669.867771 + Penalty 3556.614269 = -6170113.253502
  nChanged 149
		SP:Iteration 50Q (101113.570000 sec): 3 clusters
  Score: Raw -6173684.760534 + Penalty 3556.614269 = -6170128.146266
  nChanged 145
		SP:Iteration 51Q (101114.010000 sec): 3 clusters
  Score: Raw -6173701.298470 + Penalty 3556.614269 = -6170144.684201
  nChanged 131
		SP:Iteration 52Q (101114.510000 sec): 3 clusters
  Score: Raw -6173716.415257 + Penalty 3556.614269 = -6170159.800988
  nChanged 124
		SP:Iteration 53Q (101115.050000 sec): 3 clusters
  Score: Raw -6173730.513209 + Penalty 3556.614269 = -6170173.898940
  nChanged 127
		SP:Iteration 54Q (101115.630000 sec): 3 clusters
  Score: Raw -6173743.374026 + Penalty 3556.614269 = -6170186.759757
  nChanged 122
		SP:Iteration 55Q (101116.190000 sec): 3 clusters
  Score: Raw -6173754.737766 + Penalty 3556.614269 = -6170198.123498
  nChanged 106
		SP:Iteration 56Q (101116.780000 sec): 3 clusters
  Score: Raw -6173763.800659 + Penalty 3556.614269 = -6170207.186390
  nChanged 95
		SP:Iteration 57Q (101117.230000 sec): 3 clusters
  Score: Raw -6173771.486634 + Penalty 3556.614269 = -6170214.872365
  nChanged 87
		SP:Iteration 58Q (101117.800000 sec): 3 clusters
  Score: Raw -6173778.815914 + Penalty 3556.614269 = -6170222.201645
  nChanged 93
		SP:Iteration 59Q (101118.350000 sec): 3 clusters
  Score: Raw -6173787.342642 + Penalty 3556.614269 = -6170230.728373
  nChanged 103
		SP:Iteration 60F (101118.900000 sec): 3 clusters
  Score: Raw -6173796.450251 + Penalty 3556.614269 = -6170239.835982
  nChanged 104
		SP:Iteration 61Q (101119.460000 sec): 3 clusters
  Score: Raw -6173805.718071 + Penalty 3556.614269 = -6170249.103802
  nChanged 83
		SP:Iteration 62Q (101120.030000 sec): 3 clusters
  Score: Raw -6173814.265763 + Penalty 3556.614269 = -6170257.651495
  nChanged 81
		SP:Iteration 63Q (101120.580000 sec): 3 clusters
  Score: Raw -6173819.981837 + Penalty 3556.614269 = -6170263.367569
  nChanged 56
		SP:Iteration 64Q (101121.050000 sec): 3 clusters
  Score: Raw -6173824.416985 + Penalty 3556.614269 = -6170267.802717
  nChanged 52
		SP:Iteration 65Q (101121.600000 sec): 3 clusters
  Score: Raw -6173828.043135 + Penalty 3556.614269 = -6170271.428867
  nChanged 54
		SP:Iteration 66Q (101122.110000 sec): 3 clusters
  Score: Raw -6173832.247434 + Penalty 3556.614269 = -6170275.633166
  nChanged 64
		SP:Iteration 67Q (101122.610000 sec): 3 clusters
  Score: Raw -6173836.994175 + Penalty 3556.614269 = -6170280.379907
  nChanged 55
		SP:Iteration 68Q (101123.090000 sec): 3 clusters
  Score: Raw -6173840.571047 + Penalty 3556.614269 = -6170283.956778
  nChanged 44
		SP:Iteration 69Q (101123.660000 sec): 3 clusters
  Score: Raw -6173843.427715 + Penalty 3556.614269 = -6170286.813447
  nChanged 43
		SP:Iteration 70Q (101124.190000 sec): 3 clusters
  Score: Raw -6173846.257667 + Penalty 3556.614269 = -6170289.643398
  nChanged 41
		SP:Iteration 71Q (101124.780000 sec): 3 clusters
  Score: Raw -6173848.357262 + Penalty 3556.614269 = -6170291.742993
  nChanged 38
		SP:Iteration 72Q (101125.350000 sec): 3 clusters
  Score: Raw -6173850.693660 + Penalty 3556.614269 = -6170294.079392
  nChanged 31
		SP:Iteration 73Q (101125.850000 sec): 3 clusters
  Score: Raw -6173852.555432 + Penalty 3556.614269 = -6170295.941163
  nChanged 28
		SP:Iteration 74Q (101126.430000 sec): 3 clusters
  Score: Raw -6173854.396489 + Penalty 3556.614269 = -6170297.782220
  nChanged 34
		SP:Iteration 75Q (101126.940000 sec): 3 clusters
  Score: Raw -6173856.366621 + Penalty 3556.614269 = -6170299.752353
  nChanged 21
		SP:Iteration 76Q (101127.390000 sec): 3 clusters
  Score: Raw -6173857.419292 + Penalty 3556.614269 = -6170300.805024
  nChanged 23
		SP:Iteration 77Q (101127.910000 sec): 3 clusters
  Score: Raw -6173858.604448 + Penalty 3556.614269 = -6170301.990179
  nChanged 21
		SP:Iteration 78Q (101128.450000 sec): 3 clusters
  Score: Raw -6173859.620722 + Penalty 3556.614269 = -6170303.006453
  nChanged 23
		SP:Iteration 79Q (101128.990000 sec): 3 clusters
  Score: Raw -6173860.879662 + Penalty 3556.614269 = -6170304.265393
  nChanged 18
		SP:Iteration 80F (101129.540000 sec): 3 clusters
  Score: Raw -6173861.484549 + Penalty 3556.614269 = -6170304.870280
  nChanged 15
		SP:Iteration 81Q (101130.110000 sec): 3 clusters
  Score: Raw -6173862.202016 + Penalty 3556.614269 = -6170305.587747
  nChanged 12
		SP:Iteration 82Q (101130.560000 sec): 3 clusters
  Score: Raw -6173862.790101 + Penalty 3556.614269 = -6170306.175832
  nChanged 12
		SP:Iteration 83Q (101131.090000 sec): 3 clusters
  Score: Raw -6173863.499985 + Penalty 3556.614269 = -6170306.885716
  nChanged 16
		SP:Iteration 84Q (101131.580000 sec): 3 clusters
  Score: Raw -6173864.322755 + Penalty 3556.614269 = -6170307.708486
  nChanged 18
		SP:Iteration 85Q (101132.070000 sec): 3 clusters
  Score: Raw -6173865.097104 + Penalty 3556.614269 = -6170308.482836
  nChanged 19
		SP:Iteration 86Q (101132.490000 sec): 3 clusters
  Score: Raw -6173865.828460 + Penalty 3556.614269 = -6170309.214191
  nChanged 15
		SP:Iteration 87Q (101132.930000 sec): 3 clusters
  Score: Raw -6173866.462680 + Penalty 3556.614269 = -6170309.848411
  nChanged 16
		SP:Iteration 88Q (101133.390000 sec): 3 clusters
  Score: Raw -6173867.351795 + Penalty 3556.614269 = -6170310.737526
  nChanged 20
		SP:Iteration 89Q (101133.910000 sec): 3 clusters
  Score: Raw -6173868.243010 + Penalty 3556.614269 = -6170311.628742
  nChanged 14
		SP:Iteration 90Q (101134.400000 sec): 3 clusters
  Score: Raw -6173868.949184 + Penalty 3556.614269 = -6170312.334915
  nChanged 16
		SP:Iteration 91Q (101134.920000 sec): 3 clusters
  Score: Raw -6173869.911071 + Penalty 3556.614269 = -6170313.296802
  nChanged 16
		SP:Iteration 92Q (101135.460000 sec): 3 clusters
  Score: Raw -6173870.841708 + Penalty 3556.614269 = -6170314.227439
  nChanged 16
		SP:Iteration 93Q (101136.040000 sec): 3 clusters
  Score: Raw -6173871.634143 + Penalty 3556.614269 = -6170315.019874
  nChanged 17
		SP:Iteration 94Q (101136.550000 sec): 3 clusters
  Score: Raw -6173872.179654 + Penalty 3556.614269 = -6170315.565385
  nChanged 13
		SP:Iteration 95Q (101137.030000 sec): 3 clusters
  Score: Raw -6173872.774561 + Penalty 3556.614269 = -6170316.160292
  nChanged 21
		SP:Iteration 96Q (101137.550000 sec): 3 clusters
  Score: Raw -6173873.756451 + Penalty 3556.614269 = -6170317.142182
  nChanged 21
		SP:Iteration 97Q (101138.020000 sec): 3 clusters
  Score: Raw -6173874.604064 + Penalty 3556.614269 = -6170317.989796
  nChanged 18
		SP:Iteration 98Q (101138.510000 sec): 3 clusters
  Score: Raw -6173875.271747 + Penalty 3556.614269 = -6170318.657478
  nChanged 18
		SP:Iteration 99Q (101139.000000 sec): 3 clusters
  Score: Raw -6173875.886077 + Penalty 3556.614269 = -6170319.271809
  nChanged 8
		SP:Iteration 100F (101139.640000 sec): 3 clusters
  Score: Raw -6173876.236750 + Penalty 3556.614269 = -6170319.622482
  nChanged 11
		SP:Iteration 101Q (101140.170000 sec): 3 clusters
  Score: Raw -6173876.556910 + Penalty 3556.614269 = -6170319.942641
  nChanged 6
		SP:Iteration 102Q (101140.730000 sec): 3 clusters
  Score: Raw -6173876.751986 + Penalty 3556.614269 = -6170320.137718
  nChanged 6
		SP:Iteration 103Q (101141.210000 sec): 3 clusters
  Score: Raw -6173877.025231 + Penalty 3556.614269 = -6170320.410962
  nChanged 10
		SP:Iteration 104Q (101141.720000 sec): 3 clusters
  Score: Raw -6173877.416139 + Penalty 3556.614269 = -6170320.801870
  nChanged 8
		SP:Iteration 105Q (101142.300000 sec): 3 clusters
  Score: Raw -6173877.565691 + Penalty 3556.614269 = -6170320.951422
  nChanged 5
		SP:Iteration 106Q (101142.810000 sec): 3 clusters
  Score: Raw -6173877.644830 + Penalty 3556.614269 = -6170321.030561
  nChanged 2
		SP:Iteration 107Q (101143.400000 sec): 3 clusters
  Score: Raw -6173877.724506 + Penalty 3556.614269 = -6170321.110238
  nChanged 4
		SP:Iteration 108Q (101143.960000 sec): 3 clusters
  Score: Raw -6173877.842056 + Penalty 3556.614269 = -6170321.227788
  nChanged 5
		SP:Iteration 109Q (101144.480000 sec): 3 clusters
  Score: Raw -6173878.041862 + Penalty 3556.614269 = -6170321.427593
  nChanged 7
		SP:Iteration 110Q (101145.070000 sec): 3 clusters
  Score: Raw -6173878.284156 + Penalty 3556.614269 = -6170321.669887
  nChanged 7
		SP:Iteration 111Q (101145.610000 sec): 3 clusters
  Score: Raw -6173878.435492 + Penalty 3556.614269 = -6170321.821223
  nChanged 2
		SP:Iteration 112Q (101146.150000 sec): 3 clusters
  Score: Raw -6173878.470826 + Penalty 3556.614269 = -6170321.856557
  nChanged 0
		SP:Iteration 113F (101146.710000 sec): 3 clusters
  Score: Raw -6173878.470826 + Penalty 3556.614269 = -6170321.856557
  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 9.05 GB.

 Trying to split cluster 27 (4427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101146.910000 sec): 2 clusters
  Score: Raw -446800.263819 + Penalty 1364.265083 = -445435.998736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101147.070000 sec): 3 clusters
  Score: Raw -444607.996034 + Penalty 2728.530166 = -441879.465868
  nChanged 1803
		SP:Iteration 1F (101147.210000 sec): 3 clusters
  Score: Raw -445686.157139 + Penalty 2728.530166 = -442957.626974
  nChanged 343
		SP:Iteration 2F (101147.370000 sec): 3 clusters
  Score: Raw -445927.150527 + Penalty 2728.530166 = -443198.620361
  nChanged 279
		SP:Iteration 3F (101147.530000 sec): 3 clusters
  Score: Raw -446137.469776 + Penalty 2728.530166 = -443408.939610
  nChanged 272
		SP:Iteration 4F (101147.680000 sec): 3 clusters
  Score: Raw -446395.601793 + Penalty 2728.530166 = -443667.071628
  nChanged 296
		SP:Iteration 5F (101147.830000 sec): 3 clusters
  Score: Raw -446717.646565 + Penalty 2728.530166 = -443989.116399
  nChanged 314
		SP:Iteration 6F (101147.970000 sec): 3 clusters
  Score: Raw -447054.424113 + Penalty 2728.530166 = -444325.893947
  nChanged 246
		SP:Iteration 7F (101148.120000 sec): 3 clusters
  Score: Raw -447270.347753 + Penalty 2728.530166 = -444541.817587
  nChanged 207
		SP:Iteration 8Q (101148.260000 sec): 3 clusters
  Score: Raw -447438.962485 + Penalty 2728.530166 = -444710.432320
  nChanged 154
		SP:Iteration 9Q (101148.400000 sec): 3 clusters
  Score: Raw -447556.230180 + Penalty 2728.530166 = -444827.700014
  nChanged 120
		SP:Iteration 10Q (101148.540000 sec): 3 clusters
  Score: Raw -447639.526759 + Penalty 2728.530166 = -444910.996593
  nChanged 78
		SP:Iteration 11Q (101148.690000 sec): 3 clusters
  Score: Raw -447685.869032 + Penalty 2728.530166 = -444957.338867
  nChanged 63
		SP:Iteration 12Q (101148.900000 sec): 3 clusters
  Score: Raw -447718.835832 + Penalty 2728.530166 = -444990.305666
  nChanged 43
		SP:Iteration 13Q (101149.070000 sec): 3 clusters
  Score: Raw -447740.706074 + Penalty 2728.530166 = -445012.175908
  nChanged 38
		SP:Iteration 14Q (101149.220000 sec): 3 clusters
  Score: Raw -447761.446392 + Penalty 2728.530166 = -445032.916226
  nChanged 35
		SP:Iteration 15Q (101149.370000 sec): 3 clusters
  Score: Raw -447773.106588 + Penalty 2728.530166 = -445044.576422
  nChanged 26
		SP:Iteration 16Q (101149.550000 sec): 3 clusters
  Score: Raw -447781.724471 + Penalty 2728.530166 = -445053.194305
  nChanged 14
		SP:Iteration 17Q (101149.740000 sec): 3 clusters
  Score: Raw -447789.837131 + Penalty 2728.530166 = -445061.306966
  nChanged 15
		SP:Iteration 18Q (101149.850000 sec): 3 clusters
  Score: Raw -447796.406086 + Penalty 2728.530166 = -445067.875920
  nChanged 20
		SP:Iteration 19Q (101150.060000 sec): 3 clusters
  Score: Raw -447804.900131 + Penalty 2728.530166 = -445076.369965
  nChanged 18
		SP:Iteration 20F (101150.180000 sec): 3 clusters
  Score: Raw -447811.259353 + Penalty 2728.530166 = -445082.729187
  nChanged 14
		SP:Iteration 21Q (101150.320000 sec): 3 clusters
  Score: Raw -447815.098884 + Penalty 2728.530166 = -445086.568719
  nChanged 12
		SP:Iteration 22Q (101150.460000 sec): 3 clusters
  Score: Raw -447818.681279 + Penalty 2728.530166 = -445090.151113
  nChanged 6
		SP:Iteration 23Q (101150.600000 sec): 3 clusters
  Score: Raw -447820.211964 + Penalty 2728.530166 = -445091.681799
  nChanged 1
		SP:Iteration 24Q (101150.740000 sec): 3 clusters
  Score: Raw -447820.803698 + Penalty 2728.530166 = -445092.273532
  nChanged 2
		SP:Iteration 25Q (101150.880000 sec): 3 clusters
  Score: Raw -447821.475900 + Penalty 2728.530166 = -445092.945734
  nChanged 2
		SP:Iteration 26Q (101151.020000 sec): 3 clusters
  Score: Raw -447822.057081 + Penalty 2728.530166 = -445093.526915
  nChanged 1
		SP:Iteration 27Q (101151.170000 sec): 3 clusters
  Score: Raw -447822.486957 + Penalty 2728.530166 = -445093.956791
  nChanged 0
		SP:Iteration 28F (101151.300000 sec): 3 clusters
  Score: Raw -447822.486957 + Penalty 2728.530166 = -445093.956791
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (86620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101151.830000 sec): 2 clusters
  Score: Raw -8989090.175144 + Penalty 1847.508977 = -8987242.666166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101152.640000 sec): 3 clusters
  Score: Raw -8932999.952303 + Penalty 3695.017955 = -8929304.934348
  nChanged 41187
		SP:Iteration 1F (101153.400000 sec): 3 clusters
  Score: Raw -8957867.825203 + Penalty 3695.017955 = -8954172.807248
  nChanged 3988
		SP:Iteration 2Q (101154.230000 sec): 3 clusters
  Score: Raw -8959407.379263 + Penalty 3695.017955 = -8955712.361308
  nChanged 4288
		SP:Iteration 3Q (101155.010000 sec): 3 clusters
  Score: Raw -8961388.644450 + Penalty 3695.017955 = -8957693.626495
  nChanged 4769
		SP:Iteration 4F (101155.720000 sec): 3 clusters
  Score: Raw -8963967.157468 + Penalty 3695.017955 = -8960272.139513
  nChanged 5075
		SP:Iteration 5F (101156.540000 sec): 3 clusters
  Score: Raw -8966965.211622 + Penalty 3695.017955 = -8963270.193667
  nChanged 5207
		SP:Iteration 6F (101157.200000 sec): 3 clusters
  Score: Raw -8970172.582127 + Penalty 3695.017955 = -8966477.564173
  nChanged 4822
		SP:Iteration 7F (101157.900000 sec): 3 clusters
  Score: Raw -8973080.259533 + Penalty 3695.017955 = -8969385.241578
  nChanged 4345
		SP:Iteration 8F (101158.660000 sec): 3 clusters
  Score: Raw -8975622.654593 + Penalty 3695.017955 = -8971927.636638
  nChanged 3607
		SP:Iteration 9Q (101159.500000 sec): 3 clusters
  Score: Raw -8977499.162125 + Penalty 3695.017955 = -8973804.144170
  nChanged 2737
		SP:Iteration 10Q (101160.250000 sec): 3 clusters
  Score: Raw -8978556.809446 + Penalty 3695.017955 = -8974861.791491
  nChanged 1971
		SP:Iteration 11Q (101161.000000 sec): 3 clusters
  Score: Raw -8979142.652527 + Penalty 3695.017955 = -8975447.634572
  nChanged 1486
		SP:Iteration 12Q (101161.920000 sec): 3 clusters
  Score: Raw -8979543.914301 + Penalty 3695.017955 = -8975848.896346
  nChanged 1249
		SP:Iteration 13Q (101162.730000 sec): 3 clusters
  Score: Raw -8979854.467857 + Penalty 3695.017955 = -8976159.449902
  nChanged 1105
		SP:Iteration 14Q (101163.560000 sec): 3 clusters
  Score: Raw -8980110.230639 + Penalty 3695.017955 = -8976415.212684
  nChanged 1021
		SP:Iteration 15Q (101164.360000 sec): 3 clusters
  Score: Raw -8980348.640399 + Penalty 3695.017955 = -8976653.622445
  nChanged 948
		SP:Iteration 16Q (101165.180000 sec): 3 clusters
  Score: Raw -8980576.604395 + Penalty 3695.017955 = -8976881.586440
  nChanged 997
		SP:Iteration 17Q (101166.010000 sec): 3 clusters
  Score: Raw -8980801.769776 + Penalty 3695.017955 = -8977106.751822
  nChanged 981
		SP:Iteration 18Q (101166.780000 sec): 3 clusters
  Score: Raw -8981021.890766 + Penalty 3695.017955 = -8977326.872811
  nChanged 966
		SP:Iteration 19Q (101167.530000 sec): 3 clusters
  Score: Raw -8981241.739622 + Penalty 3695.017955 = -8977546.721667
  nChanged 991
		SP:Iteration 20F (101168.260000 sec): 3 clusters
  Score: Raw -8981452.647818 + Penalty 3695.017955 = -8977757.629863
  nChanged 882
		SP:Iteration 21Q (101169.060000 sec): 3 clusters
  Score: Raw -8981636.688559 + Penalty 3695.017955 = -8977941.670604
  nChanged 886
		SP:Iteration 22Q (101169.890000 sec): 3 clusters
  Score: Raw -8981826.428724 + Penalty 3695.017955 = -8978131.410769
  nChanged 873
		SP:Iteration 23Q (101170.620000 sec): 3 clusters
  Score: Raw -8982018.459668 + Penalty 3695.017955 = -8978323.441713
  nChanged 879
		SP:Iteration 24Q (101171.350000 sec): 3 clusters
  Score: Raw -8982224.920066 + Penalty 3695.017955 = -8978529.902111
  nChanged 898
		SP:Iteration 25Q (101172.170000 sec): 3 clusters
  Score: Raw -8982443.087706 + Penalty 3695.017955 = -8978748.069751
  nChanged 917
		SP:Iteration 26Q (101173.010000 sec): 3 clusters
  Score: Raw -8982676.355521 + Penalty 3695.017955 = -8978981.337566
  nChanged 874
		SP:Iteration 27Q (101173.860000 sec): 3 clusters
  Score: Raw -8982893.489747 + Penalty 3695.017955 = -8979198.471792
  nChanged 877
		SP:Iteration 28Q (101174.680000 sec): 3 clusters
  Score: Raw -8983111.001578 + Penalty 3695.017955 = -8979415.983623
  nChanged 915
		SP:Iteration 29Q (101175.500000 sec): 3 clusters
  Score: Raw -8983344.137217 + Penalty 3695.017955 = -8979649.119262
  nChanged 901
		SP:Iteration 30Q (101176.310000 sec): 3 clusters
  Score: Raw -8983579.668739 + Penalty 3695.017955 = -8979884.650785
  nChanged 880
		SP:Iteration 31Q (101177.110000 sec): 3 clusters
  Score: Raw -8983806.450585 + Penalty 3695.017955 = -8980111.432630
  nChanged 881
		SP:Iteration 32Q (101177.930000 sec): 3 clusters
  Score: Raw -8984022.123681 + Penalty 3695.017955 = -8980327.105726
  nChanged 851
		SP:Iteration 33Q (101178.780000 sec): 3 clusters
  Score: Raw -8984228.002569 + Penalty 3695.017955 = -8980532.984615
  nChanged 837
		SP:Iteration 34Q (101179.580000 sec): 3 clusters
  Score: Raw -8984432.739344 + Penalty 3695.017955 = -8980737.721389
  nChanged 790
		SP:Iteration 35Q (101180.380000 sec): 3 clusters
  Score: Raw -8984629.930255 + Penalty 3695.017955 = -8980934.912300
  nChanged 801
		SP:Iteration 36Q (101181.150000 sec): 3 clusters
  Score: Raw -8984841.903895 + Penalty 3695.017955 = -8981146.885940
  nChanged 817
		SP:Iteration 37Q (101181.880000 sec): 3 clusters
  Score: Raw -8985068.345214 + Penalty 3695.017955 = -8981373.327259
  nChanged 816
		SP:Iteration 38Q (101182.570000 sec): 3 clusters
  Score: Raw -8985321.989194 + Penalty 3695.017955 = -8981626.971239
  nChanged 841
		SP:Iteration 39Q (101183.320000 sec): 3 clusters
  Score: Raw -8985621.396882 + Penalty 3695.017955 = -8981926.378927
  nChanged 878
		SP:Iteration 40F (101184.070000 sec): 3 clusters
  Score: Raw -8985968.661466 + Penalty 3695.017955 = -8982273.643511
  nChanged 836
		SP:Iteration 41Q (101184.850000 sec): 3 clusters
  Score: Raw -8986309.380102 + Penalty 3695.017955 = -8982614.362147
  nChanged 843
		SP:Iteration 42Q (101185.640000 sec): 3 clusters
  Score: Raw -8986667.780466 + Penalty 3695.017955 = -8982972.762511
  nChanged 859
		SP:Iteration 43Q (101186.400000 sec): 3 clusters
  Score: Raw -8987033.964128 + Penalty 3695.017955 = -8983338.946173
  nChanged 825
		SP:Iteration 44Q (101187.140000 sec): 3 clusters
  Score: Raw -8987386.468931 + Penalty 3695.017955 = -8983691.450976
  nChanged 801
		SP:Iteration 45Q (101187.840000 sec): 3 clusters
  Score: Raw -8987728.276886 + Penalty 3695.017955 = -8984033.258932
  nChanged 731
		SP:Iteration 46Q (101188.650000 sec): 3 clusters
  Score: Raw -8988037.841160 + Penalty 3695.017955 = -8984342.823205
  nChanged 674
		SP:Iteration 47Q (101189.500000 sec): 3 clusters
  Score: Raw -8988362.268078 + Penalty 3695.017955 = -8984667.250123
  nChanged 648
		SP:Iteration 48Q (101190.330000 sec): 3 clusters
  Score: Raw -8988727.342958 + Penalty 3695.017955 = -8985032.325003
  nChanged 609
		SP:Iteration 49Q (101191.040000 sec): 3 clusters
  Score: Raw -8989072.768352 + Penalty 3695.017955 = -8985377.750397
  nChanged 544
		SP:Iteration 50Q (101191.760000 sec): 3 clusters
  Score: Raw -8989379.799885 + Penalty 3695.017955 = -8985684.781930
  nChanged 493
		SP:Iteration 51Q (101192.470000 sec): 3 clusters
  Score: Raw -8989642.382723 + Penalty 3695.017955 = -8985947.364768
  nChanged 408
		SP:Iteration 52Q (101193.250000 sec): 3 clusters
  Score: Raw -8989814.886269 + Penalty 3695.017955 = -8986119.868314
  nChanged 323
		SP:Iteration 53Q (101194.050000 sec): 3 clusters
  Score: Raw -8989942.458794 + Penalty 3695.017955 = -8986247.440839
  nChanged 292
		SP:Iteration 54Q (101194.840000 sec): 3 clusters
  Score: Raw -8990038.265370 + Penalty 3695.017955 = -8986343.247415
  nChanged 241
		SP:Iteration 55Q (101195.580000 sec): 3 clusters
  Score: Raw -8990099.123869 + Penalty 3695.017955 = -8986404.105914
  nChanged 225
		SP:Iteration 56Q (101196.290000 sec): 3 clusters
  Score: Raw -8990148.588199 + Penalty 3695.017955 = -8986453.570245
  nChanged 193
		SP:Iteration 57Q (101197.040000 sec): 3 clusters
  Score: Raw -8990187.600870 + Penalty 3695.017955 = -8986492.582916
  nChanged 151
		SP:Iteration 58Q (101197.810000 sec): 3 clusters
  Score: Raw -8990214.769210 + Penalty 3695.017955 = -8986519.751255
  nChanged 130
		SP:Iteration 59Q (101198.570000 sec): 3 clusters
  Score: Raw -8990236.737950 + Penalty 3695.017955 = -8986541.719995
  nChanged 128
		SP:Iteration 60F (101199.320000 sec): 3 clusters
  Score: Raw -8990257.123156 + Penalty 3695.017955 = -8986562.105202
  nChanged 91
		SP:Iteration 61Q (101200.030000 sec): 3 clusters
  Score: Raw -8990268.956044 + Penalty 3695.017955 = -8986573.938089
  nChanged 83
		SP:Iteration 62Q (101200.670000 sec): 3 clusters
  Score: Raw -8990278.074959 + Penalty 3695.017955 = -8986583.057004
  nChanged 64
		SP:Iteration 63Q (101201.440000 sec): 3 clusters
  Score: Raw -8990284.450066 + Penalty 3695.017955 = -8986589.432112
  nChanged 58
		SP:Iteration 64Q (101202.170000 sec): 3 clusters
  Score: Raw -8990290.464633 + Penalty 3695.017955 = -8986595.446678
  nChanged 62
		SP:Iteration 65Q (101202.870000 sec): 3 clusters
  Score: Raw -8990297.969676 + Penalty 3695.017955 = -8986602.951721
  nChanged 62
		SP:Iteration 66Q (101203.570000 sec): 3 clusters
  Score: Raw -8990307.001572 + Penalty 3695.017955 = -8986611.983617
  nChanged 65
		SP:Iteration 67Q (101204.250000 sec): 3 clusters
  Score: Raw -8990314.608370 + Penalty 3695.017955 = -8986619.590416
  nChanged 61
		SP:Iteration 68Q (101204.890000 sec): 3 clusters
  Score: Raw -8990323.357202 + Penalty 3695.017955 = -8986628.339248
  nChanged 65
		SP:Iteration 69Q (101205.530000 sec): 3 clusters
  Score: Raw -8990330.658681 + Penalty 3695.017955 = -8986635.640726
  nChanged 50
		SP:Iteration 70Q (101206.230000 sec): 3 clusters
  Score: Raw -8990335.963848 + Penalty 3695.017955 = -8986640.945893
  nChanged 49
		SP:Iteration 71Q (101206.990000 sec): 3 clusters
  Score: Raw -8990340.990749 + Penalty 3695.017955 = -8986645.972794
  nChanged 43
		SP:Iteration 72Q (101207.690000 sec): 3 clusters
  Score: Raw -8990344.893645 + Penalty 3695.017955 = -8986649.875690
  nChanged 34
		SP:Iteration 73Q (101208.390000 sec): 3 clusters
  Score: Raw -8990348.386884 + Penalty 3695.017955 = -8986653.368930
  nChanged 27
		SP:Iteration 74Q (101209.130000 sec): 3 clusters
  Score: Raw -8990351.248653 + Penalty 3695.017955 = -8986656.230698
  nChanged 35
		SP:Iteration 75Q (101209.810000 sec): 3 clusters
  Score: Raw -8990354.561423 + Penalty 3695.017955 = -8986659.543468
  nChanged 30
		SP:Iteration 76Q (101210.510000 sec): 3 clusters
  Score: Raw -8990357.348074 + Penalty 3695.017955 = -8986662.330120
  nChanged 28
		SP:Iteration 77Q (101211.160000 sec): 3 clusters
  Score: Raw -8990359.728064 + Penalty 3695.017955 = -8986664.710110
  nChanged 27
		SP:Iteration 78Q (101211.850000 sec): 3 clusters
  Score: Raw -8990361.929962 + Penalty 3695.017955 = -8986666.912007
  nChanged 27
		SP:Iteration 79Q (101212.600000 sec): 3 clusters
  Score: Raw -8990364.574470 + Penalty 3695.017955 = -8986669.556515
  nChanged 39
		SP:Iteration 80F (101213.240000 sec): 3 clusters
  Score: Raw -8990368.255777 + Penalty 3695.017955 = -8986673.237822
  nChanged 31
		SP:Iteration 81Q (101214.020000 sec): 3 clusters
  Score: Raw -8990370.536838 + Penalty 3695.017955 = -8986675.518883
  nChanged 31
		SP:Iteration 82Q (101214.670000 sec): 3 clusters
  Score: Raw -8990373.133374 + Penalty 3695.017955 = -8986678.115419
  nChanged 29
		SP:Iteration 83Q (101215.360000 sec): 3 clusters
  Score: Raw -8990376.164731 + Penalty 3695.017955 = -8986681.146776
  nChanged 29
		SP:Iteration 84Q (101216.060000 sec): 3 clusters
  Score: Raw -8990378.583217 + Penalty 3695.017955 = -8986683.565263
  nChanged 26
		SP:Iteration 85Q (101216.720000 sec): 3 clusters
  Score: Raw -8990380.815064 + Penalty 3695.017955 = -8986685.797109
  nChanged 22
		SP:Iteration 86Q (101217.380000 sec): 3 clusters
  Score: Raw -8990382.565541 + Penalty 3695.017955 = -8986687.547586
  nChanged 26
		SP:Iteration 87Q (101218.120000 sec): 3 clusters
  Score: Raw -8990385.295828 + Penalty 3695.017955 = -8986690.277873
  nChanged 23
		SP:Iteration 88Q (101218.820000 sec): 3 clusters
  Score: Raw -8990387.373875 + Penalty 3695.017955 = -8986692.355920
  nChanged 18
		SP:Iteration 89Q (101219.440000 sec): 3 clusters
  Score: Raw -8990388.592592 + Penalty 3695.017955 = -8986693.574637
  nChanged 18
		SP:Iteration 90Q (101220.100000 sec): 3 clusters
  Score: Raw -8990389.896012 + Penalty 3695.017955 = -8986694.878057
  nChanged 16
		SP:Iteration 91Q (101220.780000 sec): 3 clusters
  Score: Raw -8990390.891563 + Penalty 3695.017955 = -8986695.873608
  nChanged 13
		SP:Iteration 92Q (101221.530000 sec): 3 clusters
  Score: Raw -8990392.104650 + Penalty 3695.017955 = -8986697.086695
  nChanged 24
		SP:Iteration 93Q (101222.140000 sec): 3 clusters
  Score: Raw -8990394.681705 + Penalty 3695.017955 = -8986699.663750
  nChanged 27
		SP:Iteration 94Q (101222.850000 sec): 3 clusters
  Score: Raw -8990397.610688 + Penalty 3695.017955 = -8986702.592733
  nChanged 18
		SP:Iteration 95Q (101223.540000 sec): 3 clusters
  Score: Raw -8990398.960098 + Penalty 3695.017955 = -8986703.942143
  nChanged 14
		SP:Iteration 96Q (101224.180000 sec): 3 clusters
  Score: Raw -8990399.862278 + Penalty 3695.017955 = -8986704.844323
  nChanged 12
		SP:Iteration 97Q (101224.850000 sec): 3 clusters
  Score: Raw -8990400.748601 + Penalty 3695.017955 = -8986705.730646
  nChanged 11
		SP:Iteration 98Q (101225.510000 sec): 3 clusters
  Score: Raw -8990401.539676 + Penalty 3695.017955 = -8986706.521721
  nChanged 7
		SP:Iteration 99Q (101226.220000 sec): 3 clusters
  Score: Raw -8990401.961960 + Penalty 3695.017955 = -8986706.944005
  nChanged 6
		SP:Iteration 100F (101226.920000 sec): 3 clusters
  Score: Raw -8990402.534692 + Penalty 3695.017955 = -8986707.516738
  nChanged 7
		SP:Iteration 101Q (101227.560000 sec): 3 clusters
  Score: Raw -8990402.898297 + Penalty 3695.017955 = -8986707.880342
  nChanged 7
		SP:Iteration 102Q (101228.240000 sec): 3 clusters
  Score: Raw -8990403.387781 + Penalty 3695.017955 = -8986708.369826
  nChanged 8
		SP:Iteration 103Q (101228.900000 sec): 3 clusters
  Score: Raw -8990403.682021 + Penalty 3695.017955 = -8986708.664066
  nChanged 2
		SP:Iteration 104Q (101229.550000 sec): 3 clusters
  Score: Raw -8990403.742283 + Penalty 3695.017955 = -8986708.724328
  nChanged 2
		SP:Iteration 105Q (101230.240000 sec): 3 clusters
  Score: Raw -8990403.791436 + Penalty 3695.017955 = -8986708.773481
  nChanged 0
		SP:Iteration 106F (101230.910000 sec): 3 clusters
  Score: Raw -8990403.791436 + Penalty 3695.017955 = -8986708.773481
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101231.050000 sec): 2 clusters
  Score: Raw -395910.446435 + Penalty 1332.368271 = -394578.078164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101231.210000 sec): 3 clusters
  Score: Raw -394131.586438 + Penalty 2664.736542 = -391466.849896
  nChanged 1400
		SP:Iteration 1F (101231.320000 sec): 3 clusters
  Score: Raw -394955.982854 + Penalty 2664.736542 = -392291.246312
  nChanged 315
		SP:Iteration 2F (101231.480000 sec): 3 clusters
  Score: Raw -395194.921964 + Penalty 2664.736542 = -392530.185422
  nChanged 245
		SP:Iteration 3F (101231.660000 sec): 3 clusters
  Score: Raw -395384.079901 + Penalty 2664.736542 = -392719.343360
  nChanged 198
		SP:Iteration 4F (101231.840000 sec): 3 clusters
  Score: Raw -395520.075674 + Penalty 2664.736542 = -392855.339132
  nChanged 161
		SP:Iteration 5Q (101231.990000 sec): 3 clusters
  Score: Raw -395634.377108 + Penalty 2664.736542 = -392969.640566
  nChanged 160
		SP:Iteration 6Q (101232.140000 sec): 3 clusters
  Score: Raw -395749.593455 + Penalty 2664.736542 = -393084.856913
  nChanged 151
		SP:Iteration 7Q (101232.290000 sec): 3 clusters
  Score: Raw -395843.756409 + Penalty 2664.736542 = -393179.019867
  nChanged 125
		SP:Iteration 8Q (101232.480000 sec): 3 clusters
  Score: Raw -395918.102856 + Penalty 2664.736542 = -393253.366314
  nChanged 103
		SP:Iteration 9Q (101232.640000 sec): 3 clusters
  Score: Raw -395973.229815 + Penalty 2664.736542 = -393308.493274
  nChanged 88
		SP:Iteration 10Q (101232.810000 sec): 3 clusters
  Score: Raw -396016.062383 + Penalty 2664.736542 = -393351.325841
  nChanged 65
		SP:Iteration 11Q (101233.000000 sec): 3 clusters
  Score: Raw -396038.018928 + Penalty 2664.736542 = -393373.282386
  nChanged 36
		SP:Iteration 12Q (101233.170000 sec): 3 clusters
  Score: Raw -396049.554882 + Penalty 2664.736542 = -393384.818340
  nChanged 23
		SP:Iteration 13Q (101233.300000 sec): 3 clusters
  Score: Raw -396057.932706 + Penalty 2664.736542 = -393393.196165
  nChanged 25
		SP:Iteration 14Q (101233.400000 sec): 3 clusters
  Score: Raw -396067.579704 + Penalty 2664.736542 = -393402.843162
  nChanged 24
		SP:Iteration 15Q (101233.510000 sec): 3 clusters
  Score: Raw -396077.105317 + Penalty 2664.736542 = -393412.368776
  nChanged 11
		SP:Iteration 16Q (101233.650000 sec): 3 clusters
  Score: Raw -396081.050167 + Penalty 2664.736542 = -393416.313625
  nChanged 15
		SP:Iteration 17Q (101233.820000 sec): 3 clusters
  Score: Raw -396086.351067 + Penalty 2664.736542 = -393421.614525
  nChanged 15
		SP:Iteration 18Q (101233.990000 sec): 3 clusters
  Score: Raw -396091.896356 + Penalty 2664.736542 = -393427.159815
  nChanged 15
		SP:Iteration 19Q (101234.180000 sec): 3 clusters
  Score: Raw -396097.620067 + Penalty 2664.736542 = -393432.883525
  nChanged 13
		SP:Iteration 20F (101234.380000 sec): 3 clusters
  Score: Raw -396103.212075 + Penalty 2664.736542 = -393438.475534
  nChanged 10
		SP:Iteration 21Q (101234.540000 sec): 3 clusters
  Score: Raw -396106.812916 + Penalty 2664.736542 = -393442.076374
  nChanged 10
		SP:Iteration 22Q (101234.750000 sec): 3 clusters
  Score: Raw -396109.772408 + Penalty 2664.736542 = -393445.035867
  nChanged 9
		SP:Iteration 23Q (101234.860000 sec): 3 clusters
  Score: Raw -396112.100693 + Penalty 2664.736542 = -393447.364151
  nChanged 5
		SP:Iteration 24Q (101235.040000 sec): 3 clusters
  Score: Raw -396113.437402 + Penalty 2664.736542 = -393448.700860
  nChanged 9
		SP:Iteration 25Q (101235.220000 sec): 3 clusters
  Score: Raw -396115.971518 + Penalty 2664.736542 = -393451.234976
  nChanged 4
		SP:Iteration 26Q (101235.420000 sec): 3 clusters
  Score: Raw -396117.037400 + Penalty 2664.736542 = -393452.300858
  nChanged 5
		SP:Iteration 27Q (101235.570000 sec): 3 clusters
  Score: Raw -396118.388627 + Penalty 2664.736542 = -393453.652085
  nChanged 4
		SP:Iteration 28Q (101235.760000 sec): 3 clusters
  Score: Raw -396119.834779 + Penalty 2664.736542 = -393455.098238
  nChanged 3
		SP:Iteration 29Q (101235.920000 sec): 3 clusters
  Score: Raw -396120.381664 + Penalty 2664.736542 = -393455.645123
  nChanged 0
		SP:Iteration 30F (101236.060000 sec): 3 clusters
  Score: Raw -396120.381664 + Penalty 2664.736542 = -393455.645123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (40137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101236.370000 sec): 2 clusters
  Score: Raw -4410708.743684 + Penalty 1722.508756 = -4408986.234929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101236.790000 sec): 3 clusters
  Score: Raw -4385527.710861 + Penalty 3445.017511 = -4382082.693350
  nChanged 18737
		SP:Iteration 1F (101237.200000 sec): 3 clusters
  Score: Raw -4396050.683470 + Penalty 3445.017511 = -4392605.665959
  nChanged 1916
		SP:Iteration 2Q (101237.650000 sec): 3 clusters
  Score: Raw -4396886.849004 + Penalty 3445.017511 = -4393441.831492
  nChanged 2214
		SP:Iteration 3F (101238.050000 sec): 3 clusters
  Score: Raw -4398132.328750 + Penalty 3445.017511 = -4394687.311239
  nChanged 2651
		SP:Iteration 4F (101238.410000 sec): 3 clusters
  Score: Raw -4399826.974723 + Penalty 3445.017511 = -4396381.957212
  nChanged 2952
		SP:Iteration 5F (101238.770000 sec): 3 clusters
  Score: Raw -4401889.938805 + Penalty 3445.017511 = -4398444.921294
  nChanged 3053
		SP:Iteration 6F (101239.130000 sec): 3 clusters
  Score: Raw -4404066.818710 + Penalty 3445.017511 = -4400621.801198
  nChanged 2630
		SP:Iteration 7F (101239.470000 sec): 3 clusters
  Score: Raw -4405817.952347 + Penalty 3445.017511 = -4402372.934836
  nChanged 2144
		SP:Iteration 8F (101239.820000 sec): 3 clusters
  Score: Raw -4407271.070645 + Penalty 3445.017511 = -4403826.053134
  nChanged 1600
		SP:Iteration 9Q (101240.240000 sec): 3 clusters
  Score: Raw -4408468.184059 + Penalty 3445.017511 = -4405023.166547
  nChanged 1331
		SP:Iteration 10Q (101240.580000 sec): 3 clusters
  Score: Raw -4409660.669379 + Penalty 3445.017511 = -4406215.651867
  nChanged 1051
		SP:Iteration 11Q (101240.980000 sec): 3 clusters
  Score: Raw -4410641.256476 + Penalty 3445.017511 = -4407196.238964
  nChanged 790
		SP:Iteration 12Q (101241.420000 sec): 3 clusters
  Score: Raw -4411259.116453 + Penalty 3445.017511 = -4407814.098942
  nChanged 620
		SP:Iteration 13Q (101241.870000 sec): 3 clusters
  Score: Raw -4411616.420415 + Penalty 3445.017511 = -4408171.402904
  nChanged 406
		SP:Iteration 14Q (101242.180000 sec): 3 clusters
  Score: Raw -4411789.994484 + Penalty 3445.017511 = -4408344.976973
  nChanged 291
		SP:Iteration 15Q (101242.580000 sec): 3 clusters
  Score: Raw -4411886.519719 + Penalty 3445.017511 = -4408441.502208
  nChanged 216
		SP:Iteration 16Q (101242.920000 sec): 3 clusters
  Score: Raw -4411951.866564 + Penalty 3445.017511 = -4408506.849052
  nChanged 155
		SP:Iteration 17Q (101243.360000 sec): 3 clusters
  Score: Raw -4411986.643974 + Penalty 3445.017511 = -4408541.626462
  nChanged 132
		SP:Iteration 18Q (101243.710000 sec): 3 clusters
  Score: Raw -4412011.739947 + Penalty 3445.017511 = -4408566.722436
  nChanged 102
		SP:Iteration 19Q (101244.100000 sec): 3 clusters
  Score: Raw -4412030.542863 + Penalty 3445.017511 = -4408585.525352
  nChanged 83
		SP:Iteration 20F (101244.490000 sec): 3 clusters
  Score: Raw -4412042.879946 + Penalty 3445.017511 = -4408597.862435
  nChanged 70
		SP:Iteration 21Q (101244.920000 sec): 3 clusters
  Score: Raw -4412052.363563 + Penalty 3445.017511 = -4408607.346051
  nChanged 60
		SP:Iteration 22Q (101245.330000 sec): 3 clusters
  Score: Raw -4412059.403300 + Penalty 3445.017511 = -4408614.385788
  nChanged 43
		SP:Iteration 23Q (101245.680000 sec): 3 clusters
  Score: Raw -4412065.117231 + Penalty 3445.017511 = -4408620.099720
  nChanged 41
		SP:Iteration 24Q (101246.060000 sec): 3 clusters
  Score: Raw -4412069.406800 + Penalty 3445.017511 = -4408624.389289
  nChanged 31
		SP:Iteration 25Q (101246.420000 sec): 3 clusters
  Score: Raw -4412072.904287 + Penalty 3445.017511 = -4408627.886775
  nChanged 27
		SP:Iteration 26Q (101246.820000 sec): 3 clusters
  Score: Raw -4412075.446312 + Penalty 3445.017511 = -4408630.428800
  nChanged 27
		SP:Iteration 27Q (101247.180000 sec): 3 clusters
  Score: Raw -4412077.945757 + Penalty 3445.017511 = -4408632.928245
  nChanged 15
		SP:Iteration 28Q (101247.550000 sec): 3 clusters
  Score: Raw -4412079.338362 + Penalty 3445.017511 = -4408634.320851
  nChanged 11
		SP:Iteration 29Q (101247.890000 sec): 3 clusters
  Score: Raw -4412080.318949 + Penalty 3445.017511 = -4408635.301438
  nChanged 11
		SP:Iteration 30Q (101248.280000 sec): 3 clusters
  Score: Raw -4412081.147585 + Penalty 3445.017511 = -4408636.130074
  nChanged 8
		SP:Iteration 31Q (101248.650000 sec): 3 clusters
  Score: Raw -4412081.703855 + Penalty 3445.017511 = -4408636.686344
  nChanged 7
		SP:Iteration 32Q (101249.010000 sec): 3 clusters
  Score: Raw -4412082.031155 + Penalty 3445.017511 = -4408637.013643
  nChanged 3
		SP:Iteration 33Q (101249.370000 sec): 3 clusters
  Score: Raw -4412082.209057 + Penalty 3445.017511 = -4408637.191546
  nChanged 5
		SP:Iteration 34Q (101249.770000 sec): 3 clusters
  Score: Raw -4412082.523534 + Penalty 3445.017511 = -4408637.506022
  nChanged 4
		SP:Iteration 35Q (101250.140000 sec): 3 clusters
  Score: Raw -4412082.731924 + Penalty 3445.017511 = -4408637.714413
  nChanged 3
		SP:Iteration 36Q (101250.440000 sec): 3 clusters
  Score: Raw -4412082.873766 + Penalty 3445.017511 = -4408637.856255
  nChanged 2
		SP:Iteration 37Q (101250.860000 sec): 3 clusters
  Score: Raw -4412083.001761 + Penalty 3445.017511 = -4408637.984249
  nChanged 5
		SP:Iteration 38Q (101251.230000 sec): 3 clusters
  Score: Raw -4412083.444305 + Penalty 3445.017511 = -4408638.426794
  nChanged 8
		SP:Iteration 39Q (101251.610000 sec): 3 clusters
  Score: Raw -4412083.992191 + Penalty 3445.017511 = -4408638.974680
  nChanged 7
		SP:Iteration 40F (101251.970000 sec): 3 clusters
  Score: Raw -4412084.492905 + Penalty 3445.017511 = -4408639.475394
  nChanged 7
		SP:Iteration 41Q (101252.340000 sec): 3 clusters
  Score: Raw -4412084.995776 + Penalty 3445.017511 = -4408639.978265
  nChanged 8
		SP:Iteration 42Q (101252.740000 sec): 3 clusters
  Score: Raw -4412085.599930 + Penalty 3445.017511 = -4408640.582419
  nChanged 10
		SP:Iteration 43Q (101253.120000 sec): 3 clusters
  Score: Raw -4412086.334793 + Penalty 3445.017511 = -4408641.317282
  nChanged 12
		SP:Iteration 44Q (101253.490000 sec): 3 clusters
  Score: Raw -4412087.508200 + Penalty 3445.017511 = -4408642.490688
  nChanged 18
		SP:Iteration 45Q (101253.860000 sec): 3 clusters
  Score: Raw -4412088.699702 + Penalty 3445.017511 = -4408643.682191
  nChanged 11
		SP:Iteration 46Q (101254.200000 sec): 3 clusters
  Score: Raw -4412089.803712 + Penalty 3445.017511 = -4408644.786201
  nChanged 14
		SP:Iteration 47Q (101254.590000 sec): 3 clusters
  Score: Raw -4412091.045087 + Penalty 3445.017511 = -4408646.027576
  nChanged 12
		SP:Iteration 48Q (101254.990000 sec): 3 clusters
  Score: Raw -4412091.944233 + Penalty 3445.017511 = -4408646.926722
  nChanged 10
		SP:Iteration 49Q (101255.370000 sec): 3 clusters
  Score: Raw -4412092.909007 + Penalty 3445.017511 = -4408647.891496
  nChanged 11
		SP:Iteration 50Q (101255.750000 sec): 3 clusters
  Score: Raw -4412094.184243 + Penalty 3445.017511 = -4408649.166731
  nChanged 10
		SP:Iteration 51Q (101256.110000 sec): 3 clusters
  Score: Raw -4412094.987200 + Penalty 3445.017511 = -4408649.969689
  nChanged 6
		SP:Iteration 52Q (101256.510000 sec): 3 clusters
  Score: Raw -4412095.492527 + Penalty 3445.017511 = -4408650.475016
  nChanged 4
		SP:Iteration 53Q (101256.880000 sec): 3 clusters
  Score: Raw -4412095.724401 + Penalty 3445.017511 = -4408650.706890
  nChanged 5
		SP:Iteration 54Q (101257.230000 sec): 3 clusters
  Score: Raw -4412095.973013 + Penalty 3445.017511 = -4408650.955502
  nChanged 5
		SP:Iteration 55Q (101257.550000 sec): 3 clusters
  Score: Raw -4412096.267869 + Penalty 3445.017511 = -4408651.250357
  nChanged 5
		SP:Iteration 56Q (101257.980000 sec): 3 clusters
  Score: Raw -4412096.695267 + Penalty 3445.017511 = -4408651.677756
  nChanged 6
		SP:Iteration 57Q (101258.340000 sec): 3 clusters
  Score: Raw -4412096.982691 + Penalty 3445.017511 = -4408651.965180
  nChanged 2
		SP:Iteration 58Q (101258.710000 sec): 3 clusters
  Score: Raw -4412097.124698 + Penalty 3445.017511 = -4408652.107186
  nChanged 1
		SP:Iteration 59Q (101259.110000 sec): 3 clusters
  Score: Raw -4412097.179524 + Penalty 3445.017511 = -4408652.162013
  nChanged 1
		SP:Iteration 60F (101259.470000 sec): 3 clusters
  Score: Raw -4412097.251284 + Penalty 3445.017511 = -4408652.233772
  nChanged 1
		SP:Iteration 61Q (101259.850000 sec): 3 clusters
  Score: Raw -4412097.306683 + Penalty 3445.017511 = -4408652.289171
  nChanged 0
		SP:Iteration 62F (101260.190000 sec): 3 clusters
  Score: Raw -4412097.306683 + Penalty 3445.017511 = -4408652.289171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101260.290000 sec): 2 clusters
  Score: Raw -385995.521558 + Penalty 1327.609180 = -384667.912378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101260.510000 sec): 3 clusters
  Score: Raw -384281.176391 + Penalty 2655.218360 = -381625.958031
  nChanged 1376
		SP:Iteration 1F (101260.670000 sec): 3 clusters
  Score: Raw -385111.864961 + Penalty 2655.218360 = -382456.646600
  nChanged 289
		SP:Iteration 2F (101260.850000 sec): 3 clusters
  Score: Raw -385311.369363 + Penalty 2655.218360 = -382656.151003
  nChanged 211
		SP:Iteration 3F (101260.990000 sec): 3 clusters
  Score: Raw -385482.165878 + Penalty 2655.218360 = -382826.947518
  nChanged 207
		SP:Iteration 4F (101261.150000 sec): 3 clusters
  Score: Raw -385647.618707 + Penalty 2655.218360 = -382992.400346
  nChanged 201
		SP:Iteration 5F (101261.330000 sec): 3 clusters
  Score: Raw -385803.793809 + Penalty 2655.218360 = -383148.575449
  nChanged 179
		SP:Iteration 6F (101261.500000 sec): 3 clusters
  Score: Raw -385949.992572 + Penalty 2655.218360 = -383294.774212
  nChanged 168
		SP:Iteration 7Q (101261.670000 sec): 3 clusters
  Score: Raw -386084.201532 + Penalty 2655.218360 = -383428.983172
  nChanged 154
		SP:Iteration 8Q (101261.850000 sec): 3 clusters
  Score: Raw -386194.902061 + Penalty 2655.218360 = -383539.683700
  nChanged 127
		SP:Iteration 9Q (101262.010000 sec): 3 clusters
  Score: Raw -386294.424654 + Penalty 2655.218360 = -383639.206294
  nChanged 108
		SP:Iteration 10Q (101262.210000 sec): 3 clusters
  Score: Raw -386370.230274 + Penalty 2655.218360 = -383715.011914
  nChanged 81
		SP:Iteration 11Q (101262.450000 sec): 3 clusters
  Score: Raw -386423.488880 + Penalty 2655.218360 = -383768.270520
  nChanged 73
		SP:Iteration 12Q (101262.600000 sec): 3 clusters
  Score: Raw -386466.779244 + Penalty 2655.218360 = -383811.560883
  nChanged 58
		SP:Iteration 13Q (101262.750000 sec): 3 clusters
  Score: Raw -386492.689132 + Penalty 2655.218360 = -383837.470772
  nChanged 35
		SP:Iteration 14Q (101262.910000 sec): 3 clusters
  Score: Raw -386505.862650 + Penalty 2655.218360 = -383850.644290
  nChanged 22
		SP:Iteration 15Q (101263.090000 sec): 3 clusters
  Score: Raw -386514.842768 + Penalty 2655.218360 = -383859.624408
  nChanged 18
		SP:Iteration 16Q (101263.260000 sec): 3 clusters
  Score: Raw -386520.856306 + Penalty 2655.218360 = -383865.637946
  nChanged 9
		SP:Iteration 17Q (101263.430000 sec): 3 clusters
  Score: Raw -386523.486980 + Penalty 2655.218360 = -383868.268619
  nChanged 5
		SP:Iteration 18Q (101263.590000 sec): 3 clusters
  Score: Raw -386525.060092 + Penalty 2655.218360 = -383869.841732
  nChanged 4
		SP:Iteration 19Q (101263.820000 sec): 3 clusters
  Score: Raw -386526.503189 + Penalty 2655.218360 = -383871.284828
  nChanged 6
		SP:Iteration 20F (101263.970000 sec): 3 clusters
  Score: Raw -386528.561355 + Penalty 2655.218360 = -383873.342994
  nChanged 10
		SP:Iteration 21Q (101264.160000 sec): 3 clusters
  Score: Raw -386532.072035 + Penalty 2655.218360 = -383876.853675
  nChanged 6
		SP:Iteration 22Q (101264.360000 sec): 3 clusters
  Score: Raw -386533.791577 + Penalty 2655.218360 = -383878.573217
  nChanged 2
		SP:Iteration 23Q (101264.520000 sec): 3 clusters
  Score: Raw -386534.142799 + Penalty 2655.218360 = -383878.924439
  nChanged 3
		SP:Iteration 24Q (101264.680000 sec): 3 clusters
  Score: Raw -386534.687269 + Penalty 2655.218360 = -383879.468908
  nChanged 1
		SP:Iteration 25Q (101264.910000 sec): 3 clusters
  Score: Raw -386534.900704 + Penalty 2655.218360 = -383879.682344
  nChanged 1
		SP:Iteration 26Q (101265.060000 sec): 3 clusters
  Score: Raw -386535.004484 + Penalty 2655.218360 = -383879.786123
  nChanged 0
		SP:Iteration 27F (101265.250000 sec): 3 clusters
  Score: Raw -386535.004484 + Penalty 2655.218360 = -383879.786123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (8129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101265.370000 sec): 2 clusters
  Score: Raw -820436.048904 + Penalty 1463.018894 = -818973.030010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101265.650000 sec): 3 clusters
  Score: Raw -815895.338926 + Penalty 2926.037788 = -812969.301138
  nChanged 3451
		SP:Iteration 1F (101265.870000 sec): 3 clusters
  Score: Raw -817927.958166 + Penalty 2926.037788 = -815001.920378
  nChanged 591
		SP:Iteration 2F (101266.040000 sec): 3 clusters
  Score: Raw -818318.520569 + Penalty 2926.037788 = -815392.482781
  nChanged 567
		SP:Iteration 3F (101266.280000 sec): 3 clusters
  Score: Raw -818720.311466 + Penalty 2926.037788 = -815794.273678
  nChanged 562
		SP:Iteration 4F (101266.460000 sec): 3 clusters
  Score: Raw -819080.795059 + Penalty 2926.037788 = -816154.757271
  nChanged 469
		SP:Iteration 5F (101266.690000 sec): 3 clusters
  Score: Raw -819349.924621 + Penalty 2926.037788 = -816423.886833
  nChanged 389
		SP:Iteration 6Q (101266.890000 sec): 3 clusters
  Score: Raw -819581.419952 + Penalty 2926.037788 = -816655.382164
  nChanged 347
		SP:Iteration 7Q (101267.040000 sec): 3 clusters
  Score: Raw -819815.679108 + Penalty 2926.037788 = -816889.641320
  nChanged 341
		SP:Iteration 8Q (101267.270000 sec): 3 clusters
  Score: Raw -820064.031570 + Penalty 2926.037788 = -817137.993782
  nChanged 289
		SP:Iteration 9Q (101267.460000 sec): 3 clusters
  Score: Raw -820303.971794 + Penalty 2926.037788 = -817377.934006
  nChanged 270
		SP:Iteration 10Q (101267.690000 sec): 3 clusters
  Score: Raw -820553.266113 + Penalty 2926.037788 = -817627.228325
  nChanged 223
		SP:Iteration 11Q (101267.880000 sec): 3 clusters
  Score: Raw -820707.247888 + Penalty 2926.037788 = -817781.210100
  nChanged 161
		SP:Iteration 12Q (101268.120000 sec): 3 clusters
  Score: Raw -820808.798219 + Penalty 2926.037788 = -817882.760431
  nChanged 149
		SP:Iteration 13Q (101268.300000 sec): 3 clusters
  Score: Raw -820894.471224 + Penalty 2926.037788 = -817968.433437
  nChanged 107
		SP:Iteration 14Q (101268.480000 sec): 3 clusters
  Score: Raw -820938.164126 + Penalty 2926.037788 = -818012.126338
  nChanged 68
		SP:Iteration 15Q (101268.700000 sec): 3 clusters
  Score: Raw -820965.332840 + Penalty 2926.037788 = -818039.295052
  nChanged 64
		SP:Iteration 16Q (101268.920000 sec): 3 clusters
  Score: Raw -820992.256709 + Penalty 2926.037788 = -818066.218921
  nChanged 50
		SP:Iteration 17Q (101269.110000 sec): 3 clusters
  Score: Raw -821008.562181 + Penalty 2926.037788 = -818082.524393
  nChanged 33
		SP:Iteration 18Q (101269.300000 sec): 3 clusters
  Score: Raw -821016.606222 + Penalty 2926.037788 = -818090.568434
  nChanged 25
		SP:Iteration 19Q (101269.500000 sec): 3 clusters
  Score: Raw -821023.995217 + Penalty 2926.037788 = -818097.957429
  nChanged 28
		SP:Iteration 20F (101269.700000 sec): 3 clusters
  Score: Raw -821034.338961 + Penalty 2926.037788 = -818108.301173
  nChanged 28
		SP:Iteration 21Q (101269.910000 sec): 3 clusters
  Score: Raw -821043.768396 + Penalty 2926.037788 = -818117.730608
  nChanged 25
		SP:Iteration 22Q (101270.130000 sec): 3 clusters
  Score: Raw -821050.573202 + Penalty 2926.037788 = -818124.535414
  nChanged 21
		SP:Iteration 23Q (101270.280000 sec): 3 clusters
  Score: Raw -821054.413659 + Penalty 2926.037788 = -818128.375871
  nChanged 14
		SP:Iteration 24Q (101270.500000 sec): 3 clusters
  Score: Raw -821059.015379 + Penalty 2926.037788 = -818132.977591
  nChanged 18
		SP:Iteration 25Q (101270.650000 sec): 3 clusters
  Score: Raw -821064.697824 + Penalty 2926.037788 = -818138.660036
  nChanged 28
		SP:Iteration 26Q (101270.860000 sec): 3 clusters
  Score: Raw -821074.532823 + Penalty 2926.037788 = -818148.495035
  nChanged 27
		SP:Iteration 27Q (101271.090000 sec): 3 clusters
  Score: Raw -821088.911361 + Penalty 2926.037788 = -818162.873573
  nChanged 29
		SP:Iteration 28Q (101271.300000 sec): 3 clusters
  Score: Raw -821102.799968 + Penalty 2926.037788 = -818176.762180
  nChanged 38
		SP:Iteration 29Q (101271.460000 sec): 3 clusters
  Score: Raw -821120.540813 + Penalty 2926.037788 = -818194.503025
  nChanged 49
		SP:Iteration 30Q (101271.660000 sec): 3 clusters
  Score: Raw -821135.645610 + Penalty 2926.037788 = -818209.607822
  nChanged 35
		SP:Iteration 31Q (101271.850000 sec): 3 clusters
  Score: Raw -821148.415614 + Penalty 2926.037788 = -818222.377826
  nChanged 26
		SP:Iteration 32Q (101272.120000 sec): 3 clusters
  Score: Raw -821158.669887 + Penalty 2926.037788 = -818232.632100
  nChanged 28
		SP:Iteration 33Q (101272.320000 sec): 3 clusters
  Score: Raw -821167.859303 + Penalty 2926.037788 = -818241.821515
  nChanged 25
		SP:Iteration 34Q (101272.520000 sec): 3 clusters
  Score: Raw -821174.408698 + Penalty 2926.037788 = -818248.370910
  nChanged 16
		SP:Iteration 35Q (101272.710000 sec): 3 clusters
  Score: Raw -821180.756330 + Penalty 2926.037788 = -818254.718542
  nChanged 16
		SP:Iteration 36Q (101272.930000 sec): 3 clusters
  Score: Raw -821191.893312 + Penalty 2926.037788 = -818265.855524
  nChanged 22
		SP:Iteration 37Q (101273.130000 sec): 3 clusters
  Score: Raw -821199.849991 + Penalty 2926.037788 = -818273.812203
  nChanged 18
		SP:Iteration 38Q (101273.370000 sec): 3 clusters
  Score: Raw -821204.437277 + Penalty 2926.037788 = -818278.399489
  nChanged 9
		SP:Iteration 39Q (101273.560000 sec): 3 clusters
  Score: Raw -821206.291936 + Penalty 2926.037788 = -818280.254148
  nChanged 5
		SP:Iteration 40F (101273.790000 sec): 3 clusters
  Score: Raw -821207.187984 + Penalty 2926.037788 = -818281.150196
  nChanged 6
		SP:Iteration 41Q (101273.970000 sec): 3 clusters
  Score: Raw -821208.700352 + Penalty 2926.037788 = -818282.662564
  nChanged 4
		SP:Iteration 42Q (101274.200000 sec): 3 clusters
  Score: Raw -821209.373603 + Penalty 2926.037788 = -818283.335815
  nChanged 3
		SP:Iteration 43Q (101274.400000 sec): 3 clusters
  Score: Raw -821210.381331 + Penalty 2926.037788 = -818284.343543
  nChanged 3
		SP:Iteration 44Q (101274.620000 sec): 3 clusters
  Score: Raw -821210.964972 + Penalty 2926.037788 = -818284.927184
  nChanged 1
		SP:Iteration 45Q (101274.790000 sec): 3 clusters
  Score: Raw -821211.161238 + Penalty 2926.037788 = -818285.123451
  nChanged 1
		SP:Iteration 46Q (101275.060000 sec): 3 clusters
  Score: Raw -821211.217256 + Penalty 2926.037788 = -818285.179468
  nChanged 0
		SP:Iteration 47F (101275.220000 sec): 3 clusters
  Score: Raw -821211.217256 + Penalty 2926.037788 = -818285.179468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (9607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101275.380000 sec): 2 clusters
  Score: Raw -978997.670264 + Penalty 1490.165183 = -977507.505081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101275.560000 sec): 3 clusters
  Score: Raw -973651.082120 + Penalty 2980.330365 = -970670.751755
  nChanged 4106
		SP:Iteration 1F (101275.820000 sec): 3 clusters
  Score: Raw -976196.678852 + Penalty 2980.330365 = -973216.348486
  nChanged 784
		SP:Iteration 2F (101276.030000 sec): 3 clusters
  Score: Raw -976704.742753 + Penalty 2980.330365 = -973724.412387
  nChanged 663
		SP:Iteration 3F (101276.270000 sec): 3 clusters
  Score: Raw -977104.264978 + Penalty 2980.330365 = -974123.934613
  nChanged 541
		SP:Iteration 4F (101276.470000 sec): 3 clusters
  Score: Raw -977413.103959 + Penalty 2980.330365 = -974432.773593
  nChanged 431
		SP:Iteration 5Q (101276.660000 sec): 3 clusters
  Score: Raw -977653.529881 + Penalty 2980.330365 = -974673.199515
  nChanged 400
		SP:Iteration 6Q (101276.890000 sec): 3 clusters
  Score: Raw -977881.416110 + Penalty 2980.330365 = -974901.085745
  nChanged 370
		SP:Iteration 7Q (101277.080000 sec): 3 clusters
  Score: Raw -978058.245830 + Penalty 2980.330365 = -975077.915464
  nChanged 318
		SP:Iteration 8Q (101277.250000 sec): 3 clusters
  Score: Raw -978205.612879 + Penalty 2980.330365 = -975225.282514
  nChanged 285
		SP:Iteration 9Q (101277.520000 sec): 3 clusters
  Score: Raw -978331.482638 + Penalty 2980.330365 = -975351.152272
  nChanged 268
		SP:Iteration 10Q (101277.750000 sec): 3 clusters
  Score: Raw -978446.402295 + Penalty 2980.330365 = -975466.071930
  nChanged 243
		SP:Iteration 11Q (101277.910000 sec): 3 clusters
  Score: Raw -978547.988576 + Penalty 2980.330365 = -975567.658211
  nChanged 212
		SP:Iteration 12Q (101278.140000 sec): 3 clusters
  Score: Raw -978640.682543 + Penalty 2980.330365 = -975660.352178
  nChanged 217
		SP:Iteration 13Q (101278.290000 sec): 3 clusters
  Score: Raw -978733.643540 + Penalty 2980.330365 = -975753.313175
  nChanged 215
		SP:Iteration 14Q (101278.540000 sec): 3 clusters
  Score: Raw -978830.509282 + Penalty 2980.330365 = -975850.178917
  nChanged 216
		SP:Iteration 15Q (101278.790000 sec): 3 clusters
  Score: Raw -978932.172160 + Penalty 2980.330365 = -975951.841794
  nChanged 196
		SP:Iteration 16Q (101279.020000 sec): 3 clusters
  Score: Raw -979015.038198 + Penalty 2980.330365 = -976034.707833
  nChanged 182
		SP:Iteration 17Q (101279.220000 sec): 3 clusters
  Score: Raw -979090.283669 + Penalty 2980.330365 = -976109.953303
  nChanged 163
		SP:Iteration 18Q (101279.420000 sec): 3 clusters
  Score: Raw -979167.295225 + Penalty 2980.330365 = -976186.964860
  nChanged 158
		SP:Iteration 19Q (101279.550000 sec): 3 clusters
  Score: Raw -979235.926054 + Penalty 2980.330365 = -976255.595689
  nChanged 146
		SP:Iteration 20F (101279.760000 sec): 3 clusters
  Score: Raw -979298.921031 + Penalty 2980.330365 = -976318.590666
  nChanged 151
		SP:Iteration 21Q (101280.000000 sec): 3 clusters
  Score: Raw -979364.174146 + Penalty 2980.330365 = -976383.843780
  nChanged 147
		SP:Iteration 22Q (101280.140000 sec): 3 clusters
  Score: Raw -979433.060063 + Penalty 2980.330365 = -976452.729697
  nChanged 136
		SP:Iteration 23Q (101280.340000 sec): 3 clusters
  Score: Raw -979490.060050 + Penalty 2980.330365 = -976509.729684
  nChanged 126
		SP:Iteration 24Q (101280.580000 sec): 3 clusters
  Score: Raw -979534.152198 + Penalty 2980.330365 = -976553.821832
  nChanged 103
		SP:Iteration 25Q (101280.820000 sec): 3 clusters
  Score: Raw -979572.193708 + Penalty 2980.330365 = -976591.863342
  nChanged 115
		SP:Iteration 26Q (101281.020000 sec): 3 clusters
  Score: Raw -979614.861053 + Penalty 2980.330365 = -976634.530687
  nChanged 120
		SP:Iteration 27Q (101281.220000 sec): 3 clusters
  Score: Raw -979658.099944 + Penalty 2980.330365 = -976677.769578
  nChanged 110
		SP:Iteration 28Q (101281.410000 sec): 3 clusters
  Score: Raw -979694.850061 + Penalty 2980.330365 = -976714.519695
  nChanged 101
		SP:Iteration 29Q (101281.620000 sec): 3 clusters
  Score: Raw -979723.324217 + Penalty 2980.330365 = -976742.993852
  nChanged 85
		SP:Iteration 30Q (101281.870000 sec): 3 clusters
  Score: Raw -979742.293692 + Penalty 2980.330365 = -976761.963326
  nChanged 66
		SP:Iteration 31Q (101282.110000 sec): 3 clusters
  Score: Raw -979757.266201 + Penalty 2980.330365 = -976776.935836
  nChanged 65
		SP:Iteration 32Q (101282.300000 sec): 3 clusters
  Score: Raw -979773.683752 + Penalty 2980.330365 = -976793.353387
  nChanged 48
		SP:Iteration 33Q (101282.520000 sec): 3 clusters
  Score: Raw -979783.003879 + Penalty 2980.330365 = -976802.673514
  nChanged 40
		SP:Iteration 34Q (101282.740000 sec): 3 clusters
  Score: Raw -979789.215339 + Penalty 2980.330365 = -976808.884974
  nChanged 37
		SP:Iteration 35Q (101282.970000 sec): 3 clusters
  Score: Raw -979796.035016 + Penalty 2980.330365 = -976815.704651
  nChanged 39
		SP:Iteration 36Q (101283.170000 sec): 3 clusters
  Score: Raw -979802.606871 + Penalty 2980.330365 = -976822.276505
  nChanged 36
		SP:Iteration 37Q (101283.380000 sec): 3 clusters
  Score: Raw -979808.211996 + Penalty 2980.330365 = -976827.881630
  nChanged 26
		SP:Iteration 38Q (101283.610000 sec): 3 clusters
  Score: Raw -979812.595069 + Penalty 2980.330365 = -976832.264703
  nChanged 30
		SP:Iteration 39Q (101283.840000 sec): 3 clusters
  Score: Raw -979819.044712 + Penalty 2980.330365 = -976838.714346
  nChanged 41
		SP:Iteration 40F (101284.040000 sec): 3 clusters
  Score: Raw -979828.415632 + Penalty 2980.330365 = -976848.085266
  nChanged 52
		SP:Iteration 41Q (101284.210000 sec): 3 clusters
  Score: Raw -979839.920525 + Penalty 2980.330365 = -976859.590160
  nChanged 39
		SP:Iteration 42Q (101284.410000 sec): 3 clusters
  Score: Raw -979848.469214 + Penalty 2980.330365 = -976868.138848
  nChanged 34
		SP:Iteration 43Q (101284.610000 sec): 3 clusters
  Score: Raw -979854.026499 + Penalty 2980.330365 = -976873.696134
  nChanged 40
		SP:Iteration 44Q (101284.870000 sec): 3 clusters
  Score: Raw -979860.793375 + Penalty 2980.330365 = -976880.463010
  nChanged 26
		SP:Iteration 45Q (101285.000000 sec): 3 clusters
  Score: Raw -979865.961777 + Penalty 2980.330365 = -976885.631412
  nChanged 39
		SP:Iteration 46Q (101285.200000 sec): 3 clusters
  Score: Raw -979873.233503 + Penalty 2980.330365 = -976892.903138
  nChanged 35
		SP:Iteration 47Q (101285.420000 sec): 3 clusters
  Score: Raw -979880.164246 + Penalty 2980.330365 = -976899.833880
  nChanged 38
		SP:Iteration 48Q (101285.630000 sec): 3 clusters
  Score: Raw -979888.079310 + Penalty 2980.330365 = -976907.748944
  nChanged 37
		SP:Iteration 49Q (101285.860000 sec): 3 clusters
  Score: Raw -979897.679239 + Penalty 2980.330365 = -976917.348873
  nChanged 39
		SP:Iteration 50Q (101286.070000 sec): 3 clusters
  Score: Raw -979906.684869 + Penalty 2980.330365 = -976926.354503
  nChanged 33
		SP:Iteration 51Q (101286.240000 sec): 3 clusters
  Score: Raw -979913.178376 + Penalty 2980.330365 = -976932.848010
  nChanged 31
		SP:Iteration 52Q (101286.480000 sec): 3 clusters
  Score: Raw -979918.849000 + Penalty 2980.330365 = -976938.518635
  nChanged 31
		SP:Iteration 53Q (101286.680000 sec): 3 clusters
  Score: Raw -979923.741517 + Penalty 2980.330365 = -976943.411151
  nChanged 28
		SP:Iteration 54Q (101286.890000 sec): 3 clusters
  Score: Raw -979928.279835 + Penalty 2980.330365 = -976947.949470
  nChanged 25
		SP:Iteration 55Q (101287.170000 sec): 3 clusters
  Score: Raw -979931.885569 + Penalty 2980.330365 = -976951.555204
  nChanged 27
		SP:Iteration 56Q (101287.370000 sec): 3 clusters
  Score: Raw -979936.324623 + Penalty 2980.330365 = -976955.994258
  nChanged 29
		SP:Iteration 57Q (101287.570000 sec): 3 clusters
  Score: Raw -979940.319500 + Penalty 2980.330365 = -976959.989134
  nChanged 28
		SP:Iteration 58Q (101287.790000 sec): 3 clusters
  Score: Raw -979943.837521 + Penalty 2980.330365 = -976963.507156
  nChanged 19
		SP:Iteration 59Q (101288.030000 sec): 3 clusters
  Score: Raw -979946.454296 + Penalty 2980.330365 = -976966.123931
  nChanged 26
		SP:Iteration 60F (101288.270000 sec): 3 clusters
  Score: Raw -979952.589834 + Penalty 2980.330365 = -976972.259468
  nChanged 34
		SP:Iteration 61Q (101288.450000 sec): 3 clusters
  Score: Raw -979961.327061 + Penalty 2980.330365 = -976980.996696
  nChanged 42
		SP:Iteration 62Q (101288.650000 sec): 3 clusters
  Score: Raw -979970.733890 + Penalty 2980.330365 = -976990.403524
  nChanged 33
		SP:Iteration 63Q (101288.860000 sec): 3 clusters
  Score: Raw -979976.648366 + Penalty 2980.330365 = -976996.318001
  nChanged 34
		SP:Iteration 64Q (101289.070000 sec): 3 clusters
  Score: Raw -979981.905416 + Penalty 2980.330365 = -977001.575051
  nChanged 27
		SP:Iteration 65Q (101289.320000 sec): 3 clusters
  Score: Raw -979985.903008 + Penalty 2980.330365 = -977005.572642
  nChanged 24
		SP:Iteration 66Q (101289.500000 sec): 3 clusters
  Score: Raw -979990.306748 + Penalty 2980.330365 = -977009.976383
  nChanged 26
		SP:Iteration 67Q (101289.670000 sec): 3 clusters
  Score: Raw -979995.533589 + Penalty 2980.330365 = -977015.203224
  nChanged 25
		SP:Iteration 68Q (101289.910000 sec): 3 clusters
  Score: Raw -980000.134475 + Penalty 2980.330365 = -977019.804109
  nChanged 22
		SP:Iteration 69Q (101290.200000 sec): 3 clusters
  Score: Raw -980002.827516 + Penalty 2980.330365 = -977022.497151
  nChanged 18
		SP:Iteration 70Q (101290.440000 sec): 3 clusters
  Score: Raw -980004.975280 + Penalty 2980.330365 = -977024.644915
  nChanged 12
		SP:Iteration 71Q (101290.620000 sec): 3 clusters
  Score: Raw -980006.492670 + Penalty 2980.330365 = -977026.162305
  nChanged 9
		SP:Iteration 72Q (101290.850000 sec): 3 clusters
  Score: Raw -980008.347514 + Penalty 2980.330365 = -977028.017148
  nChanged 14
		SP:Iteration 73Q (101291.040000 sec): 3 clusters
  Score: Raw -980010.277793 + Penalty 2980.330365 = -977029.947427
  nChanged 12
		SP:Iteration 74Q (101291.220000 sec): 3 clusters
  Score: Raw -980011.739279 + Penalty 2980.330365 = -977031.408914
  nChanged 9
		SP:Iteration 75Q (101291.430000 sec): 3 clusters
  Score: Raw -980013.000857 + Penalty 2980.330365 = -977032.670492
  nChanged 6
		SP:Iteration 76Q (101291.620000 sec): 3 clusters
  Score: Raw -980013.802845 + Penalty 2980.330365 = -977033.472480
  nChanged 3
		SP:Iteration 77Q (101291.800000 sec): 3 clusters
  Score: Raw -980014.910726 + Penalty 2980.330365 = -977034.580361
  nChanged 13
		SP:Iteration 78Q (101292.010000 sec): 3 clusters
  Score: Raw -980017.478345 + Penalty 2980.330365 = -977037.147980
  nChanged 15
		SP:Iteration 79Q (101292.240000 sec): 3 clusters
  Score: Raw -980020.123842 + Penalty 2980.330365 = -977039.793476
  nChanged 15
		SP:Iteration 80F (101292.360000 sec): 3 clusters
  Score: Raw -980024.023233 + Penalty 2980.330365 = -977043.692868
  nChanged 24
		SP:Iteration 81Q (101292.570000 sec): 3 clusters
  Score: Raw -980028.853105 + Penalty 2980.330365 = -977048.522739
  nChanged 36
		SP:Iteration 82Q (101292.820000 sec): 3 clusters
  Score: Raw -980037.245049 + Penalty 2980.330365 = -977056.914683
  nChanged 34
		SP:Iteration 83Q (101293.010000 sec): 3 clusters
  Score: Raw -980044.707245 + Penalty 2980.330365 = -977064.376879
  nChanged 41
		SP:Iteration 84Q (101293.190000 sec): 3 clusters
  Score: Raw -980053.412757 + Penalty 2980.330365 = -977073.082392
  nChanged 37
		SP:Iteration 85Q (101293.410000 sec): 3 clusters
  Score: Raw -980063.226201 + Penalty 2980.330365 = -977082.895835
  nChanged 36
		SP:Iteration 86Q (101293.610000 sec): 3 clusters
  Score: Raw -980075.364505 + Penalty 2980.330365 = -977095.034139
  nChanged 39
		SP:Iteration 87Q (101293.810000 sec): 3 clusters
  Score: Raw -980087.505851 + Penalty 2980.330365 = -977107.175485
  nChanged 39
		SP:Iteration 88Q (101294.050000 sec): 3 clusters
  Score: Raw -980099.192779 + Penalty 2980.330365 = -977118.862413
  nChanged 47
		SP:Iteration 89Q (101294.250000 sec): 3 clusters
  Score: Raw -980112.550044 + Penalty 2980.330365 = -977132.219679
  nChanged 46
		SP:Iteration 90Q (101294.520000 sec): 3 clusters
  Score: Raw -980125.797437 + Penalty 2980.330365 = -977145.467071
  nChanged 44
		SP:Iteration 91Q (101294.710000 sec): 3 clusters
  Score: Raw -980138.648068 + Penalty 2980.330365 = -977158.317702
  nChanged 46
		SP:Iteration 92Q (101294.920000 sec): 3 clusters
  Score: Raw -980153.791612 + Penalty 2980.330365 = -977173.461247
  nChanged 45
		SP:Iteration 93Q (101295.110000 sec): 3 clusters
  Score: Raw -980166.482562 + Penalty 2980.330365 = -977186.152197
  nChanged 49
		SP:Iteration 94Q (101295.330000 sec): 3 clusters
  Score: Raw -980179.232352 + Penalty 2980.330365 = -977198.901987
  nChanged 48
		SP:Iteration 95Q (101295.590000 sec): 3 clusters
  Score: Raw -980194.071082 + Penalty 2980.330365 = -977213.740716
  nChanged 59
		SP:Iteration 96Q (101295.770000 sec): 3 clusters
  Score: Raw -980211.906403 + Penalty 2980.330365 = -977231.576038
  nChanged 55
		SP:Iteration 97Q (101296.010000 sec): 3 clusters
  Score: Raw -980230.093142 + Penalty 2980.330365 = -977249.762777
  nChanged 55
		SP:Iteration 98Q (101296.200000 sec): 3 clusters
  Score: Raw -980248.066320 + Penalty 2980.330365 = -977267.735955
  nChanged 60
		SP:Iteration 99Q (101296.430000 sec): 3 clusters
  Score: Raw -980266.290308 + Penalty 2980.330365 = -977285.959942
  nChanged 51
		SP:Iteration 100F (101296.630000 sec): 3 clusters
  Score: Raw -980282.999426 + Penalty 2980.330365 = -977302.669060
  nChanged 52
		SP:Iteration 101Q (101296.900000 sec): 3 clusters
  Score: Raw -980301.448580 + Penalty 2980.330365 = -977321.118214
  nChanged 62
		SP:Iteration 102Q (101297.080000 sec): 3 clusters
  Score: Raw -980326.863485 + Penalty 2980.330365 = -977346.533119
  nChanged 44
		SP:Iteration 103Q (101297.340000 sec): 3 clusters
  Score: Raw -980343.217609 + Penalty 2980.330365 = -977362.887243
  nChanged 56
		SP:Iteration 104Q (101297.530000 sec): 3 clusters
  Score: Raw -980369.366766 + Penalty 2980.330365 = -977389.036401
  nChanged 57
		SP:Iteration 105Q (101297.770000 sec): 3 clusters
  Score: Raw -980400.977379 + Penalty 2980.330365 = -977420.647013
  nChanged 54
		SP:Iteration 106Q (101298.020000 sec): 3 clusters
  Score: Raw -980427.296398 + Penalty 2980.330365 = -977446.966032
  nChanged 45
		SP:Iteration 107Q (101298.200000 sec): 3 clusters
  Score: Raw -980445.639246 + Penalty 2980.330365 = -977465.308881
  nChanged 43
		SP:Iteration 108Q (101298.440000 sec): 3 clusters
  Score: Raw -980463.276824 + Penalty 2980.330365 = -977482.946458
  nChanged 31
		SP:Iteration 109Q (101298.690000 sec): 3 clusters
  Score: Raw -980471.775318 + Penalty 2980.330365 = -977491.444952
  nChanged 24
		SP:Iteration 110Q (101298.900000 sec): 3 clusters
  Score: Raw -980478.222081 + Penalty 2980.330365 = -977497.891716
  nChanged 18
		SP:Iteration 111Q (101299.120000 sec): 3 clusters
  Score: Raw -980481.411859 + Penalty 2980.330365 = -977501.081494
  nChanged 7
		SP:Iteration 112Q (101299.400000 sec): 3 clusters
  Score: Raw -980482.861810 + Penalty 2980.330365 = -977502.531445
  nChanged 4
		SP:Iteration 113Q (101299.600000 sec): 3 clusters
  Score: Raw -980483.492799 + Penalty 2980.330365 = -977503.162433
  nChanged 4
		SP:Iteration 114Q (101299.840000 sec): 3 clusters
  Score: Raw -980485.151883 + Penalty 2980.330365 = -977504.821517
  nChanged 5
		SP:Iteration 115Q (101300.070000 sec): 3 clusters
  Score: Raw -980486.930499 + Penalty 2980.330365 = -977506.600134
  nChanged 7
		SP:Iteration 116Q (101300.260000 sec): 3 clusters
  Score: Raw -980489.070823 + Penalty 2980.330365 = -977508.740457
  nChanged 7
		SP:Iteration 117Q (101300.500000 sec): 3 clusters
  Score: Raw -980490.844026 + Penalty 2980.330365 = -977510.513660
  nChanged 6
		SP:Iteration 118Q (101300.760000 sec): 3 clusters
  Score: Raw -980492.113425 + Penalty 2980.330365 = -977511.783059
  nChanged 3
		SP:Iteration 119Q (101300.960000 sec): 3 clusters
  Score: Raw -980492.503016 + Penalty 2980.330365 = -977512.172650
  nChanged 2
		SP:Iteration 120F (101301.180000 sec): 3 clusters
  Score: Raw -980492.952953 + Penalty 2980.330365 = -977512.622587
  nChanged 3
		SP:Iteration 121Q (101301.440000 sec): 3 clusters
  Score: Raw -980493.600241 + Penalty 2980.330365 = -977513.269875
  nChanged 2
		SP:Iteration 122Q (101301.630000 sec): 3 clusters
  Score: Raw -980493.827424 + Penalty 2980.330365 = -977513.497058
  nChanged 1
		SP:Iteration 123Q (101301.840000 sec): 3 clusters
  Score: Raw -980493.933974 + Penalty 2980.330365 = -977513.603609
  nChanged 0
		SP:Iteration 124F (101302.010000 sec): 3 clusters
  Score: Raw -980493.933974 + Penalty 2980.330365 = -977513.603609
  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 9.05 GB.

 Trying to split cluster 34 (7556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101302.130000 sec): 2 clusters
  Score: Raw -855006.722972 + Penalty 1451.140800 = -853555.582172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101302.300000 sec): 3 clusters
  Score: Raw -850899.128928 + Penalty 2902.281599 = -847996.847328
  nChanged 3200
		SP:Iteration 1F (101302.460000 sec): 3 clusters
  Score: Raw -852617.443350 + Penalty 2902.281599 = -849715.161750
  nChanged 533
		SP:Iteration 2F (101302.680000 sec): 3 clusters
  Score: Raw -852940.648790 + Penalty 2902.281599 = -850038.367190
  nChanged 497
		SP:Iteration 3F (101302.840000 sec): 3 clusters
  Score: Raw -853256.127506 + Penalty 2902.281599 = -850353.845906
  nChanged 489
		SP:Iteration 4F (101303.080000 sec): 3 clusters
  Score: Raw -853582.685622 + Penalty 2902.281599 = -850680.404023
  nChanged 422
		SP:Iteration 5F (101303.260000 sec): 3 clusters
  Score: Raw -853864.560659 + Penalty 2902.281599 = -850962.279060
  nChanged 404
		SP:Iteration 6F (101303.450000 sec): 3 clusters
  Score: Raw -854125.197362 + Penalty 2902.281599 = -851222.915763
  nChanged 350
		SP:Iteration 7Q (101303.650000 sec): 3 clusters
  Score: Raw -854332.720725 + Penalty 2902.281599 = -851430.439126
  nChanged 275
		SP:Iteration 8Q (101303.810000 sec): 3 clusters
  Score: Raw -854461.447009 + Penalty 2902.281599 = -851559.165409
  nChanged 205
		SP:Iteration 9Q (101304.030000 sec): 3 clusters
  Score: Raw -854553.565952 + Penalty 2902.281599 = -851651.284353
  nChanged 187
		SP:Iteration 10Q (101304.230000 sec): 3 clusters
  Score: Raw -854624.878111 + Penalty 2902.281599 = -851722.596511
  nChanged 132
		SP:Iteration 11Q (101304.430000 sec): 3 clusters
  Score: Raw -854672.530538 + Penalty 2902.281599 = -851770.248939
  nChanged 112
		SP:Iteration 12Q (101304.640000 sec): 3 clusters
  Score: Raw -854708.561940 + Penalty 2902.281599 = -851806.280341
  nChanged 95
		SP:Iteration 13Q (101304.880000 sec): 3 clusters
  Score: Raw -854734.145725 + Penalty 2902.281599 = -851831.864126
  nChanged 70
		SP:Iteration 14Q (101305.060000 sec): 3 clusters
  Score: Raw -854751.345281 + Penalty 2902.281599 = -851849.063681
  nChanged 56
		SP:Iteration 15Q (101305.290000 sec): 3 clusters
  Score: Raw -854765.473864 + Penalty 2902.281599 = -851863.192264
  nChanged 47
		SP:Iteration 16Q (101305.520000 sec): 3 clusters
  Score: Raw -854775.656232 + Penalty 2902.281599 = -851873.374633
  nChanged 58
		SP:Iteration 17Q (101305.690000 sec): 3 clusters
  Score: Raw -854790.397497 + Penalty 2902.281599 = -851888.115897
  nChanged 58
		SP:Iteration 18Q (101305.880000 sec): 3 clusters
  Score: Raw -854801.919740 + Penalty 2902.281599 = -851899.638141
  nChanged 45
		SP:Iteration 19Q (101306.090000 sec): 3 clusters
  Score: Raw -854809.833991 + Penalty 2902.281599 = -851907.552391
  nChanged 43
		SP:Iteration 20F (101306.350000 sec): 3 clusters
  Score: Raw -854817.878220 + Penalty 2902.281599 = -851915.596620
  nChanged 45
		SP:Iteration 21Q (101306.520000 sec): 3 clusters
  Score: Raw -854827.774750 + Penalty 2902.281599 = -851925.493151
  nChanged 40
		SP:Iteration 22Q (101306.760000 sec): 3 clusters
  Score: Raw -854835.468577 + Penalty 2902.281599 = -851933.186978
  nChanged 45
		SP:Iteration 23Q (101306.960000 sec): 3 clusters
  Score: Raw -854845.040711 + Penalty 2902.281599 = -851942.759112
  nChanged 42
		SP:Iteration 24Q (101307.140000 sec): 3 clusters
  Score: Raw -854852.091025 + Penalty 2902.281599 = -851949.809426
  nChanged 33
		SP:Iteration 25Q (101307.350000 sec): 3 clusters
  Score: Raw -854857.171861 + Penalty 2902.281599 = -851954.890261
  nChanged 23
		SP:Iteration 26Q (101307.580000 sec): 3 clusters
  Score: Raw -854860.727500 + Penalty 2902.281599 = -851958.445901
  nChanged 23
		SP:Iteration 27Q (101307.780000 sec): 3 clusters
  Score: Raw -854864.773420 + Penalty 2902.281599 = -851962.491821
  nChanged 26
		SP:Iteration 28Q (101307.960000 sec): 3 clusters
  Score: Raw -854870.011641 + Penalty 2902.281599 = -851967.730041
  nChanged 31
		SP:Iteration 29Q (101308.160000 sec): 3 clusters
  Score: Raw -854875.181734 + Penalty 2902.281599 = -851972.900135
  nChanged 27
		SP:Iteration 30Q (101308.380000 sec): 3 clusters
  Score: Raw -854879.785638 + Penalty 2902.281599 = -851977.504039
  nChanged 27
		SP:Iteration 31Q (101308.570000 sec): 3 clusters
  Score: Raw -854884.535847 + Penalty 2902.281599 = -851982.254247
  nChanged 30
		SP:Iteration 32Q (101308.770000 sec): 3 clusters
  Score: Raw -854889.803067 + Penalty 2902.281599 = -851987.521467
  nChanged 34
		SP:Iteration 33Q (101308.950000 sec): 3 clusters
  Score: Raw -854896.318594 + Penalty 2902.281599 = -851994.036995
  nChanged 34
		SP:Iteration 34Q (101309.130000 sec): 3 clusters
  Score: Raw -854903.208120 + Penalty 2902.281599 = -852000.926520
  nChanged 36
		SP:Iteration 35Q (101309.290000 sec): 3 clusters
  Score: Raw -854909.343261 + Penalty 2902.281599 = -852007.061661
  nChanged 24
		SP:Iteration 36Q (101309.490000 sec): 3 clusters
  Score: Raw -854913.559999 + Penalty 2902.281599 = -852011.278400
  nChanged 25
		SP:Iteration 37Q (101309.700000 sec): 3 clusters
  Score: Raw -854918.287909 + Penalty 2902.281599 = -852016.006310
  nChanged 24
		SP:Iteration 38Q (101309.910000 sec): 3 clusters
  Score: Raw -854922.567143 + Penalty 2902.281599 = -852020.285543
  nChanged 30
		SP:Iteration 39Q (101310.090000 sec): 3 clusters
  Score: Raw -854928.504142 + Penalty 2902.281599 = -852026.222543
  nChanged 36
		SP:Iteration 40F (101310.290000 sec): 3 clusters
  Score: Raw -854934.691858 + Penalty 2902.281599 = -852032.410258
  nChanged 37
		SP:Iteration 41Q (101310.490000 sec): 3 clusters
  Score: Raw -854941.595342 + Penalty 2902.281599 = -852039.313742
  nChanged 39
		SP:Iteration 42Q (101310.680000 sec): 3 clusters
  Score: Raw -854948.831162 + Penalty 2902.281599 = -852046.549563
  nChanged 31
		SP:Iteration 43Q (101310.820000 sec): 3 clusters
  Score: Raw -854954.116679 + Penalty 2902.281599 = -852051.835079
  nChanged 37
		SP:Iteration 44Q (101311.080000 sec): 3 clusters
  Score: Raw -854962.862666 + Penalty 2902.281599 = -852060.581066
  nChanged 47
		SP:Iteration 45Q (101311.270000 sec): 3 clusters
  Score: Raw -854972.490133 + Penalty 2902.281599 = -852070.208534
  nChanged 42
		SP:Iteration 46Q (101311.480000 sec): 3 clusters
  Score: Raw -854979.957774 + Penalty 2902.281599 = -852077.676174
  nChanged 40
		SP:Iteration 47Q (101311.710000 sec): 3 clusters
  Score: Raw -854988.526639 + Penalty 2902.281599 = -852086.245039
  nChanged 48
		SP:Iteration 48Q (101311.870000 sec): 3 clusters
  Score: Raw -855000.519417 + Penalty 2902.281599 = -852098.237817
  nChanged 63
		SP:Iteration 49Q (101312.060000 sec): 3 clusters
  Score: Raw -855016.428741 + Penalty 2902.281599 = -852114.147142
  nChanged 51
		SP:Iteration 50Q (101312.300000 sec): 3 clusters
  Score: Raw -855028.966104 + Penalty 2902.281599 = -852126.684505
  nChanged 44
		SP:Iteration 51Q (101312.470000 sec): 3 clusters
  Score: Raw -855039.761628 + Penalty 2902.281599 = -852137.480029
  nChanged 41
		SP:Iteration 52Q (101312.670000 sec): 3 clusters
  Score: Raw -855048.934699 + Penalty 2902.281599 = -852146.653100
  nChanged 36
		SP:Iteration 53Q (101312.890000 sec): 3 clusters
  Score: Raw -855056.483679 + Penalty 2902.281599 = -852154.202079
  nChanged 31
		SP:Iteration 54Q (101313.060000 sec): 3 clusters
  Score: Raw -855062.432522 + Penalty 2902.281599 = -852160.150922
  nChanged 32
		SP:Iteration 55Q (101313.280000 sec): 3 clusters
  Score: Raw -855068.075558 + Penalty 2902.281599 = -852165.793959
  nChanged 31
		SP:Iteration 56Q (101313.480000 sec): 3 clusters
  Score: Raw -855075.288456 + Penalty 2902.281599 = -852173.006856
  nChanged 40
		SP:Iteration 57Q (101313.680000 sec): 3 clusters
  Score: Raw -855085.140960 + Penalty 2902.281599 = -852182.859361
  nChanged 40
		SP:Iteration 58Q (101313.820000 sec): 3 clusters
  Score: Raw -855094.698810 + Penalty 2902.281599 = -852192.417210
  nChanged 54
		SP:Iteration 59Q (101314.020000 sec): 3 clusters
  Score: Raw -855108.606853 + Penalty 2902.281599 = -852206.325253
  nChanged 59
		SP:Iteration 60F (101314.130000 sec): 3 clusters
  Score: Raw -855123.670758 + Penalty 2902.281599 = -852221.389158
  nChanged 51
		SP:Iteration 61Q (101314.350000 sec): 3 clusters
  Score: Raw -855137.700197 + Penalty 2902.281599 = -852235.418598
  nChanged 45
		SP:Iteration 62Q (101314.560000 sec): 3 clusters
  Score: Raw -855147.786459 + Penalty 2902.281599 = -852245.504860
  nChanged 31
		SP:Iteration 63Q (101314.770000 sec): 3 clusters
  Score: Raw -855154.768451 + Penalty 2902.281599 = -852252.486851
  nChanged 37
		SP:Iteration 64Q (101314.910000 sec): 3 clusters
  Score: Raw -855164.356377 + Penalty 2902.281599 = -852262.074778
  nChanged 35
		SP:Iteration 65Q (101315.160000 sec): 3 clusters
  Score: Raw -855173.149895 + Penalty 2902.281599 = -852270.868296
  nChanged 32
		SP:Iteration 66Q (101315.350000 sec): 3 clusters
  Score: Raw -855180.425471 + Penalty 2902.281599 = -852278.143871
  nChanged 28
		SP:Iteration 67Q (101315.550000 sec): 3 clusters
  Score: Raw -855186.623925 + Penalty 2902.281599 = -852284.342325
  nChanged 25
		SP:Iteration 68Q (101315.790000 sec): 3 clusters
  Score: Raw -855192.465694 + Penalty 2902.281599 = -852290.184094
  nChanged 33
		SP:Iteration 69Q (101316.000000 sec): 3 clusters
  Score: Raw -855199.475187 + Penalty 2902.281599 = -852297.193587
  nChanged 25
		SP:Iteration 70Q (101316.140000 sec): 3 clusters
  Score: Raw -855204.368668 + Penalty 2902.281599 = -852302.087068
  nChanged 25
		SP:Iteration 71Q (101316.280000 sec): 3 clusters
  Score: Raw -855209.738924 + Penalty 2902.281599 = -852307.457324
  nChanged 26
		SP:Iteration 72Q (101316.530000 sec): 3 clusters
  Score: Raw -855214.823865 + Penalty 2902.281599 = -852312.542265
  nChanged 15
		SP:Iteration 73Q (101316.750000 sec): 3 clusters
  Score: Raw -855217.521964 + Penalty 2902.281599 = -852315.240364
  nChanged 10
		SP:Iteration 74Q (101316.950000 sec): 3 clusters
  Score: Raw -855219.190367 + Penalty 2902.281599 = -852316.908768
  nChanged 8
		SP:Iteration 75Q (101317.180000 sec): 3 clusters
  Score: Raw -855220.522823 + Penalty 2902.281599 = -852318.241223
  nChanged 12
		SP:Iteration 76Q (101317.350000 sec): 3 clusters
  Score: Raw -855222.711945 + Penalty 2902.281599 = -852320.430346
  nChanged 11
		SP:Iteration 77Q (101317.580000 sec): 3 clusters
  Score: Raw -855225.243881 + Penalty 2902.281599 = -852322.962282
  nChanged 13
		SP:Iteration 78Q (101317.800000 sec): 3 clusters
  Score: Raw -855228.787726 + Penalty 2902.281599 = -852326.506127
  nChanged 14
		SP:Iteration 79Q (101318.000000 sec): 3 clusters
  Score: Raw -855231.331177 + Penalty 2902.281599 = -852329.049578
  nChanged 10
		SP:Iteration 80F (101318.210000 sec): 3 clusters
  Score: Raw -855232.830848 + Penalty 2902.281599 = -852330.549248
  nChanged 8
		SP:Iteration 81Q (101318.400000 sec): 3 clusters
  Score: Raw -855234.645334 + Penalty 2902.281599 = -852332.363734
  nChanged 7
		SP:Iteration 82Q (101318.580000 sec): 3 clusters
  Score: Raw -855236.246488 + Penalty 2902.281599 = -852333.964889
  nChanged 9
		SP:Iteration 83Q (101318.800000 sec): 3 clusters
  Score: Raw -855237.902589 + Penalty 2902.281599 = -852335.620990
  nChanged 4
		SP:Iteration 84Q (101319.000000 sec): 3 clusters
  Score: Raw -855238.461033 + Penalty 2902.281599 = -852336.179434
  nChanged 7
		SP:Iteration 85Q (101319.160000 sec): 3 clusters
  Score: Raw -855239.561103 + Penalty 2902.281599 = -852337.279504
  nChanged 6
		SP:Iteration 86Q (101319.360000 sec): 3 clusters
  Score: Raw -855240.410592 + Penalty 2902.281599 = -852338.128992
  nChanged 8
		SP:Iteration 87Q (101319.570000 sec): 3 clusters
  Score: Raw -855241.718186 + Penalty 2902.281599 = -852339.436587
  nChanged 3
		SP:Iteration 88Q (101319.760000 sec): 3 clusters
  Score: Raw -855242.434879 + Penalty 2902.281599 = -852340.153280
  nChanged 3
		SP:Iteration 89Q (101319.990000 sec): 3 clusters
  Score: Raw -855243.106825 + Penalty 2902.281599 = -852340.825226
  nChanged 7
		SP:Iteration 90Q (101320.210000 sec): 3 clusters
  Score: Raw -855244.387156 + Penalty 2902.281599 = -852342.105557
  nChanged 5
		SP:Iteration 91Q (101320.430000 sec): 3 clusters
  Score: Raw -855245.256765 + Penalty 2902.281599 = -852342.975166
  nChanged 8
		SP:Iteration 92Q (101320.640000 sec): 3 clusters
  Score: Raw -855246.143017 + Penalty 2902.281599 = -852343.861418
  nChanged 3
		SP:Iteration 93Q (101320.790000 sec): 3 clusters
  Score: Raw -855246.408496 + Penalty 2902.281599 = -852344.126896
  nChanged 2
		SP:Iteration 94Q (101320.970000 sec): 3 clusters
  Score: Raw -855246.775665 + Penalty 2902.281599 = -852344.494066
  nChanged 2
		SP:Iteration 95Q (101321.150000 sec): 3 clusters
  Score: Raw -855247.246869 + Penalty 2902.281599 = -852344.965269
  nChanged 3
		SP:Iteration 96Q (101321.360000 sec): 3 clusters
  Score: Raw -855247.870512 + Penalty 2902.281599 = -852345.588913
  nChanged 3
		SP:Iteration 97Q (101321.560000 sec): 3 clusters
  Score: Raw -855248.341710 + Penalty 2902.281599 = -852346.060110
  nChanged 4
		SP:Iteration 98Q (101321.720000 sec): 3 clusters
  Score: Raw -855249.122628 + Penalty 2902.281599 = -852346.841028
  nChanged 6
		SP:Iteration 99Q (101321.940000 sec): 3 clusters
  Score: Raw -855249.968450 + Penalty 2902.281599 = -852347.686850
  nChanged 1
		SP:Iteration 100F (101322.170000 sec): 3 clusters
  Score: Raw -855250.129516 + Penalty 2902.281599 = -852347.847917
  nChanged 3
		SP:Iteration 101Q (101322.350000 sec): 3 clusters
  Score: Raw -855250.486667 + Penalty 2902.281599 = -852348.205068
  nChanged 2
		SP:Iteration 102Q (101322.620000 sec): 3 clusters
  Score: Raw -855250.851669 + Penalty 2902.281599 = -852348.570070
  nChanged 1
		SP:Iteration 103Q (101322.850000 sec): 3 clusters
  Score: Raw -855250.963108 + Penalty 2902.281599 = -852348.681509
  nChanged 0
		SP:Iteration 104F (101322.960000 sec): 3 clusters
  Score: Raw -855250.963108 + Penalty 2902.281599 = -852348.681509
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101323.060000 sec): 2 clusters
  Score: Raw -20175.443729 + Penalty 873.482741 = -19301.960988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101323.170000 sec): 3 clusters
  Score: Raw -20328.657679 + Penalty 1746.965482 = -18581.692196
  nChanged 39
		SP:Iteration 1F (101323.310000 sec): 3 clusters
  Score: Raw -20434.834511 + Penalty 1746.965482 = -18687.869029
  nChanged 12
		SP:Iteration 2F (101323.460000 sec): 3 clusters
  Score: Raw -20504.053422 + Penalty 1746.965482 = -18757.087940
  nChanged 7
		SP:Iteration 3Q (101323.610000 sec): 3 clusters
  Score: Raw -20526.680526 + Penalty 1746.965482 = -18779.715043
  nChanged 4
		SP:Iteration 4Q (101323.700000 sec): 3 clusters
  Score: Raw -20547.800651 + Penalty 1746.965482 = -18800.835169
  nChanged 3
		SP:Iteration 5Q (101323.860000 sec): 3 clusters
  Score: Raw -20559.966998 + Penalty 1746.965482 = -18813.001515
  nChanged 3
		SP:Iteration 6Q (101323.970000 sec): 3 clusters
  Score: Raw -20574.766162 + Penalty 1746.965482 = -18827.800680
  nChanged 1
		SP:Iteration 7Q (101324.090000 sec): 3 clusters
  Score: Raw -20582.832606 + Penalty 1746.965482 = -18835.867124
  nChanged 1
		SP:Iteration 8Q (101324.260000 sec): 3 clusters
  Score: Raw -20587.694111 + Penalty 1746.965482 = -18840.728628
  nChanged 1
		SP:Iteration 9Q (101324.440000 sec): 3 clusters
  Score: Raw -20601.513694 + Penalty 1746.965482 = -18854.548211
  nChanged 3
		SP:Iteration 10Q (101324.610000 sec): 3 clusters
  Score: Raw -20611.561519 + Penalty 1746.965482 = -18864.596037
  nChanged 0
		SP:Iteration 11F (101324.790000 sec): 3 clusters
  Score: Raw -20611.561519 + Penalty 1746.965482 = -18864.596037
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (13285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101324.980000 sec): 2 clusters
  Score: Raw -1359605.083646 + Penalty 1542.838514 = -1358062.245132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101325.250000 sec): 3 clusters
  Score: Raw -1351941.925411 + Penalty 3085.677029 = -1348856.248382
  nChanged 5882
		SP:Iteration 1F (101325.490000 sec): 3 clusters
  Score: Raw -1355931.864059 + Penalty 3085.677029 = -1352846.187030
  nChanged 1435
		SP:Iteration 2F (101325.660000 sec): 3 clusters
  Score: Raw -1358481.983279 + Penalty 3085.677029 = -1355396.306250
  nChanged 1834
		SP:Iteration 3F (101325.930000 sec): 3 clusters
  Score: Raw -1363721.213549 + Penalty 3085.677029 = -1360635.536520
  nChanged 1492
		SP:Iteration 4F (101326.180000 sec): 3 clusters
  Score: Raw -1367316.335378 + Penalty 3085.677029 = -1364230.658349
  nChanged 713
		SP:Iteration 5F (101326.430000 sec): 3 clusters
  Score: Raw -1368218.909908 + Penalty 3085.677029 = -1365133.232879
  nChanged 374
		SP:Iteration 6Q (101326.670000 sec): 3 clusters
  Score: Raw -1368806.131893 + Penalty 3085.677029 = -1365720.454865
  nChanged 346
		SP:Iteration 7Q (101326.950000 sec): 3 clusters
  Score: Raw -1369800.116262 + Penalty 3085.677029 = -1366714.439233
  nChanged 324
		SP:Iteration 8Q (101327.170000 sec): 3 clusters
  Score: Raw -1371116.420805 + Penalty 3085.677029 = -1368030.743776
  nChanged 118
		SP:Iteration 9Q (101327.420000 sec): 3 clusters
  Score: Raw -1371301.513723 + Penalty 3085.677029 = -1368215.836694
  nChanged 28
		SP:Iteration 10Q (101327.590000 sec): 3 clusters
  Score: Raw -1371309.513397 + Penalty 3085.677029 = -1368223.836368
  nChanged 4
		SP:Iteration 11Q (101327.830000 sec): 3 clusters
  Score: Raw -1371309.817754 + Penalty 3085.677029 = -1368224.140725
  nChanged 0
		SP:Iteration 12F (101328.090000 sec): 3 clusters
  Score: Raw -1371309.817754 + Penalty 3085.677029 = -1368224.140725
  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 9.05 GB.

 Trying to split cluster 37 (39917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101328.370000 sec): 2 clusters
  Score: Raw -4732197.714606 + Penalty 1721.615606 = -4730476.098999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101328.730000 sec): 3 clusters
  Score: Raw -4707247.423194 + Penalty 3443.231213 = -4703804.191981
  nChanged 18503
		SP:Iteration 1F (101329.050000 sec): 3 clusters
  Score: Raw -4717300.245847 + Penalty 3443.231213 = -4713857.014635
  nChanged 1441
		SP:Iteration 2Q (101329.420000 sec): 3 clusters
  Score: Raw -4717632.008583 + Penalty 3443.231213 = -4714188.777370
  nChanged 1284
		SP:Iteration 3Q (101329.830000 sec): 3 clusters
  Score: Raw -4717923.102073 + Penalty 3443.231213 = -4714479.870860
  nChanged 1235
		SP:Iteration 4Q (101330.250000 sec): 3 clusters
  Score: Raw -4718199.807768 + Penalty 3443.231213 = -4714756.576556
  nChanged 1170
		SP:Iteration 5Q (101330.660000 sec): 3 clusters
  Score: Raw -4718506.547035 + Penalty 3443.231213 = -4715063.315823
  nChanged 1296
		SP:Iteration 6Q (101331.100000 sec): 3 clusters
  Score: Raw -4718908.426976 + Penalty 3443.231213 = -4715465.195764
  nChanged 1472
		SP:Iteration 7Q (101331.500000 sec): 3 clusters
  Score: Raw -4719482.908673 + Penalty 3443.231213 = -4716039.677460
  nChanged 1856
		SP:Iteration 8Q (101331.870000 sec): 3 clusters
  Score: Raw -4720431.485532 + Penalty 3443.231213 = -4716988.254319
  nChanged 2406
		SP:Iteration 9F (101332.330000 sec): 3 clusters
  Score: Raw -4722006.496574 + Penalty 3443.231213 = -4718563.265361
  nChanged 2886
		SP:Iteration 10F (101332.720000 sec): 3 clusters
  Score: Raw -4724290.484171 + Penalty 3443.231213 = -4720847.252958
  nChanged 2978
		SP:Iteration 11F (101333.100000 sec): 3 clusters
  Score: Raw -4726994.482527 + Penalty 3443.231213 = -4723551.251315
  nChanged 2482
		SP:Iteration 12F (101333.510000 sec): 3 clusters
  Score: Raw -4729323.108581 + Penalty 3443.231213 = -4725879.877369
  nChanged 1651
		SP:Iteration 13Q (101333.880000 sec): 3 clusters
  Score: Raw -4730885.248847 + Penalty 3443.231213 = -4727442.017635
  nChanged 890
		SP:Iteration 14Q (101334.190000 sec): 3 clusters
  Score: Raw -4731705.062706 + Penalty 3443.231213 = -4728261.831493
  nChanged 361
		SP:Iteration 15Q (101334.560000 sec): 3 clusters
  Score: Raw -4732049.936754 + Penalty 3443.231213 = -4728606.705542
  nChanged 149
		SP:Iteration 16Q (101334.910000 sec): 3 clusters
  Score: Raw -4732205.204985 + Penalty 3443.231213 = -4728761.973773
  nChanged 72
		SP:Iteration 17Q (101335.280000 sec): 3 clusters
  Score: Raw -4732309.974012 + Penalty 3443.231213 = -4728866.742800
  nChanged 39
		SP:Iteration 18Q (101335.650000 sec): 3 clusters
  Score: Raw -4732362.296828 + Penalty 3443.231213 = -4728919.065616
  nChanged 19
		SP:Iteration 19Q (101336.000000 sec): 3 clusters
  Score: Raw -4732382.583716 + Penalty 3443.231213 = -4728939.352504
  nChanged 10
		SP:Iteration 20F (101336.370000 sec): 3 clusters
  Score: Raw -4732392.470714 + Penalty 3443.231213 = -4728949.239501
  nChanged 6
		SP:Iteration 21Q (101336.760000 sec): 3 clusters
  Score: Raw -4732398.536562 + Penalty 3443.231213 = -4728955.305350
  nChanged 0
		SP:Iteration 22F (101337.160000 sec): 3 clusters
  Score: Raw -4732398.536562 + Penalty 3443.231213 = -4728955.305350
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (1961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101337.260000 sec): 2 clusters
  Score: Raw -202758.247168 + Penalty 1231.946597 = -201526.300571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101337.430000 sec): 3 clusters
  Score: Raw -201925.334171 + Penalty 2463.893194 = -199461.440977
  nChanged 687
		SP:Iteration 1F (101337.610000 sec): 3 clusters
  Score: Raw -202536.457944 + Penalty 2463.893194 = -200072.564751
  nChanged 212
		SP:Iteration 2F (101337.770000 sec): 3 clusters
  Score: Raw -202820.076861 + Penalty 2463.893194 = -200356.183667
  nChanged 137
		SP:Iteration 3F (101337.970000 sec): 3 clusters
  Score: Raw -203068.294069 + Penalty 2463.893194 = -200604.400876
  nChanged 142
		SP:Iteration 4F (101338.190000 sec): 3 clusters
  Score: Raw -203396.158206 + Penalty 2463.893194 = -200932.265012
  nChanged 162
		SP:Iteration 5F (101338.370000 sec): 3 clusters
  Score: Raw -203776.827431 + Penalty 2463.893194 = -201312.934238
  nChanged 121
		SP:Iteration 6F (101338.510000 sec): 3 clusters
  Score: Raw -204285.941703 + Penalty 2463.893194 = -201822.048509
  nChanged 86
		SP:Iteration 7Q (101338.710000 sec): 3 clusters
  Score: Raw -204806.327840 + Penalty 2463.893194 = -202342.434647
  nChanged 81
		SP:Iteration 8Q (101338.890000 sec): 3 clusters
  Score: Raw -205122.122283 + Penalty 2463.893194 = -202658.229090
  nChanged 53
		SP:Iteration 9Q (101339.120000 sec): 3 clusters
  Score: Raw -205310.156513 + Penalty 2463.893194 = -202846.263319
  nChanged 55
		SP:Iteration 10Q (101339.230000 sec): 3 clusters
  Score: Raw -205413.109178 + Penalty 2463.893194 = -202949.215985
  nChanged 49
		SP:Iteration 11Q (101339.430000 sec): 3 clusters
  Score: Raw -205478.168989 + Penalty 2463.893194 = -203014.275796
  nChanged 39
		SP:Iteration 12Q (101339.630000 sec): 3 clusters
  Score: Raw -205517.792488 + Penalty 2463.893194 = -203053.899295
  nChanged 30
		SP:Iteration 13Q (101339.770000 sec): 3 clusters
  Score: Raw -205543.359778 + Penalty 2463.893194 = -203079.466585
  nChanged 19
		SP:Iteration 14Q (101339.920000 sec): 3 clusters
  Score: Raw -205561.125928 + Penalty 2463.893194 = -203097.232734
  nChanged 10
		SP:Iteration 15Q (101340.130000 sec): 3 clusters
  Score: Raw -205569.065628 + Penalty 2463.893194 = -203105.172435
  nChanged 11
		SP:Iteration 16Q (101340.310000 sec): 3 clusters
  Score: Raw -205578.888527 + Penalty 2463.893194 = -203114.995334
  nChanged 12
		SP:Iteration 17Q (101340.490000 sec): 3 clusters
  Score: Raw -205597.673461 + Penalty 2463.893194 = -203133.780268
  nChanged 16
		SP:Iteration 18Q (101340.640000 sec): 3 clusters
  Score: Raw -205616.824439 + Penalty 2463.893194 = -203152.931245
  nChanged 15
		SP:Iteration 19Q (101340.850000 sec): 3 clusters
  Score: Raw -205637.760975 + Penalty 2463.893194 = -203173.867782
  nChanged 22
		SP:Iteration 20F (101341.060000 sec): 3 clusters
  Score: Raw -205685.028627 + Penalty 2463.893194 = -203221.135434
  nChanged 36
		SP:Iteration 21Q (101341.220000 sec): 3 clusters
  Score: Raw -205787.180202 + Penalty 2463.893194 = -203323.287009
  nChanged 30
		SP:Iteration 22Q (101341.420000 sec): 3 clusters
  Score: Raw -205869.050071 + Penalty 2463.893194 = -203405.156877
  nChanged 21
		SP:Iteration 23Q (101341.590000 sec): 3 clusters
  Score: Raw -205897.480948 + Penalty 2463.893194 = -203433.587755
  nChanged 11
		SP:Iteration 24Q (101341.800000 sec): 3 clusters
  Score: Raw -205912.678368 + Penalty 2463.893194 = -203448.785174
  nChanged 10
		SP:Iteration 25Q (101342.010000 sec): 3 clusters
  Score: Raw -205923.759317 + Penalty 2463.893194 = -203459.866123
  nChanged 4
		SP:Iteration 26Q (101342.200000 sec): 3 clusters
  Score: Raw -205927.192414 + Penalty 2463.893194 = -203463.299221
  nChanged 2
		SP:Iteration 27Q (101342.410000 sec): 3 clusters
  Score: Raw -205930.334490 + Penalty 2463.893194 = -203466.441297
  nChanged 3
		SP:Iteration 28Q (101342.580000 sec): 3 clusters
  Score: Raw -205932.557591 + Penalty 2463.893194 = -203468.664397
  nChanged 1
		SP:Iteration 29Q (101342.770000 sec): 3 clusters
  Score: Raw -205934.054937 + Penalty 2463.893194 = -203470.161743
  nChanged 3
		SP:Iteration 30Q (101342.930000 sec): 3 clusters
  Score: Raw -205935.902009 + Penalty 2463.893194 = -203472.008816
  nChanged 1
		SP:Iteration 31Q (101343.140000 sec): 3 clusters
  Score: Raw -205936.835149 + Penalty 2463.893194 = -203472.941956
  nChanged 1
		SP:Iteration 32Q (101343.320000 sec): 3 clusters
  Score: Raw -205937.549992 + Penalty 2463.893194 = -203473.656798
  nChanged 0
		SP:Iteration 33F (101343.490000 sec): 3 clusters
  Score: Raw -205937.549992 + Penalty 2463.893194 = -203473.656798
  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 9.05 GB.

 Trying to split cluster 39 (12682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101343.670000 sec): 2 clusters
  Score: Raw -1344350.687038 + Penalty 1535.290078 = -1342815.396960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101343.900000 sec): 3 clusters
  Score: Raw -1336987.462982 + Penalty 3070.580157 = -1333916.882825
  nChanged 5580
		SP:Iteration 1F (101344.100000 sec): 3 clusters
  Score: Raw -1340132.119192 + Penalty 3070.580157 = -1337061.539035
  nChanged 882
		SP:Iteration 2F (101344.370000 sec): 3 clusters
  Score: Raw -1340784.919176 + Penalty 3070.580157 = -1337714.339019
  nChanged 958
		SP:Iteration 3F (101344.600000 sec): 3 clusters
  Score: Raw -1341633.073950 + Penalty 3070.580157 = -1338562.493794
  nChanged 987
		SP:Iteration 4F (101344.770000 sec): 3 clusters
  Score: Raw -1342422.000474 + Penalty 3070.580157 = -1339351.420318
  nChanged 875
		SP:Iteration 5F (101345.010000 sec): 3 clusters
  Score: Raw -1342993.656258 + Penalty 3070.580157 = -1339923.076101
  nChanged 695
		SP:Iteration 6F (101345.250000 sec): 3 clusters
  Score: Raw -1343427.906888 + Penalty 3070.580157 = -1340357.326731
  nChanged 592
		SP:Iteration 7Q (101345.430000 sec): 3 clusters
  Score: Raw -1343801.327897 + Penalty 3070.580157 = -1340730.747741
  nChanged 471
		SP:Iteration 8Q (101345.650000 sec): 3 clusters
  Score: Raw -1344091.015433 + Penalty 3070.580157 = -1341020.435276
  nChanged 399
		SP:Iteration 9Q (101345.870000 sec): 3 clusters
  Score: Raw -1344379.400051 + Penalty 3070.580157 = -1341308.819894
  nChanged 398
		SP:Iteration 10Q (101346.120000 sec): 3 clusters
  Score: Raw -1344660.826550 + Penalty 3070.580157 = -1341590.246393
  nChanged 390
		SP:Iteration 11Q (101346.350000 sec): 3 clusters
  Score: Raw -1344917.371150 + Penalty 3070.580157 = -1341846.790993
  nChanged 295
		SP:Iteration 12Q (101346.610000 sec): 3 clusters
  Score: Raw -1345083.209011 + Penalty 3070.580157 = -1342012.628854
  nChanged 242
		SP:Iteration 13Q (101346.830000 sec): 3 clusters
  Score: Raw -1345204.527151 + Penalty 3070.580157 = -1342133.946994
  nChanged 221
		SP:Iteration 14Q (101347.070000 sec): 3 clusters
  Score: Raw -1345319.436736 + Penalty 3070.580157 = -1342248.856579
  nChanged 216
		SP:Iteration 15Q (101347.310000 sec): 3 clusters
  Score: Raw -1345440.322908 + Penalty 3070.580157 = -1342369.742751
  nChanged 214
		SP:Iteration 16Q (101347.560000 sec): 3 clusters
  Score: Raw -1345551.212635 + Penalty 3070.580157 = -1342480.632478
  nChanged 186
		SP:Iteration 17Q (101347.790000 sec): 3 clusters
  Score: Raw -1345648.270965 + Penalty 3070.580157 = -1342577.690808
  nChanged 162
		SP:Iteration 18Q (101348.040000 sec): 3 clusters
  Score: Raw -1345723.493211 + Penalty 3070.580157 = -1342652.913054
  nChanged 136
		SP:Iteration 19Q (101348.310000 sec): 3 clusters
  Score: Raw -1345781.952841 + Penalty 3070.580157 = -1342711.372684
  nChanged 121
		SP:Iteration 20F (101348.530000 sec): 3 clusters
  Score: Raw -1345827.383648 + Penalty 3070.580157 = -1342756.803492
  nChanged 105
		SP:Iteration 21Q (101348.790000 sec): 3 clusters
  Score: Raw -1345863.145093 + Penalty 3070.580157 = -1342792.564936
  nChanged 88
		SP:Iteration 22Q (101349.000000 sec): 3 clusters
  Score: Raw -1345896.402132 + Penalty 3070.580157 = -1342825.821975
  nChanged 82
		SP:Iteration 23Q (101349.230000 sec): 3 clusters
  Score: Raw -1345928.079179 + Penalty 3070.580157 = -1342857.499022
  nChanged 77
		SP:Iteration 24Q (101349.470000 sec): 3 clusters
  Score: Raw -1345949.631387 + Penalty 3070.580157 = -1342879.051230
  nChanged 49
		SP:Iteration 25Q (101349.690000 sec): 3 clusters
  Score: Raw -1345961.282499 + Penalty 3070.580157 = -1342890.702342
  nChanged 39
		SP:Iteration 26Q (101349.880000 sec): 3 clusters
  Score: Raw -1345972.823406 + Penalty 3070.580157 = -1342902.243249
  nChanged 34
		SP:Iteration 27Q (101350.120000 sec): 3 clusters
  Score: Raw -1345980.049252 + Penalty 3070.580157 = -1342909.469095
  nChanged 22
		SP:Iteration 28Q (101350.340000 sec): 3 clusters
  Score: Raw -1345983.801608 + Penalty 3070.580157 = -1342913.221452
  nChanged 17
		SP:Iteration 29Q (101350.520000 sec): 3 clusters
  Score: Raw -1345986.536830 + Penalty 3070.580157 = -1342915.956673
  nChanged 11
		SP:Iteration 30Q (101350.740000 sec): 3 clusters
  Score: Raw -1345988.544705 + Penalty 3070.580157 = -1342917.964548
  nChanged 6
		SP:Iteration 31Q (101351.010000 sec): 3 clusters
  Score: Raw -1345989.408282 + Penalty 3070.580157 = -1342918.828126
  nChanged 5
		SP:Iteration 32Q (101351.210000 sec): 3 clusters
  Score: Raw -1345990.045379 + Penalty 3070.580157 = -1342919.465222
  nChanged 2
		SP:Iteration 33Q (101351.460000 sec): 3 clusters
  Score: Raw -1345990.565102 + Penalty 3070.580157 = -1342919.984945
  nChanged 4
		SP:Iteration 34Q (101351.700000 sec): 3 clusters
  Score: Raw -1345991.181846 + Penalty 3070.580157 = -1342920.601690
  nChanged 6
		SP:Iteration 35Q (101351.910000 sec): 3 clusters
  Score: Raw -1345992.024595 + Penalty 3070.580157 = -1342921.444438
  nChanged 5
		SP:Iteration 36Q (101352.140000 sec): 3 clusters
  Score: Raw -1345992.636089 + Penalty 3070.580157 = -1342922.055932
  nChanged 3
		SP:Iteration 37Q (101352.380000 sec): 3 clusters
  Score: Raw -1345993.015849 + Penalty 3070.580157 = -1342922.435692
  nChanged 4
		SP:Iteration 38Q (101352.610000 sec): 3 clusters
  Score: Raw -1345993.579607 + Penalty 3070.580157 = -1342922.999450
  nChanged 4
		SP:Iteration 39Q (101352.870000 sec): 3 clusters
  Score: Raw -1345994.014797 + Penalty 3070.580157 = -1342923.434641
  nChanged 2
		SP:Iteration 40F (101353.060000 sec): 3 clusters
  Score: Raw -1345994.447590 + Penalty 3070.580157 = -1342923.867433
  nChanged 1
		SP:Iteration 41Q (101353.310000 sec): 3 clusters
  Score: Raw -1345994.474479 + Penalty 3070.580157 = -1342923.894322
  nChanged 0
		SP:Iteration 42F (101353.560000 sec): 3 clusters
  Score: Raw -1345994.474479 + Penalty 3070.580157 = -1342923.894322
  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 9.05 GB.

 Trying to split cluster 40 (8080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101353.670000 sec): 2 clusters
  Score: Raw -887053.979181 + Penalty 1462.036412 = -885591.942769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101353.890000 sec): 3 clusters
  Score: Raw -882617.387098 + Penalty 2924.072824 = -879693.314274
  nChanged 3461
		SP:Iteration 1F (101354.120000 sec): 3 clusters
  Score: Raw -884490.279839 + Penalty 2924.072824 = -881566.207015
  nChanged 518
		SP:Iteration 2F (101354.340000 sec): 3 clusters
  Score: Raw -884716.361486 + Penalty 2924.072824 = -881792.288662
  nChanged 389
		SP:Iteration 3Q (101354.560000 sec): 3 clusters
  Score: Raw -884874.689768 + Penalty 2924.072824 = -881950.616944
  nChanged 319
		SP:Iteration 4Q (101354.740000 sec): 3 clusters
  Score: Raw -885010.439036 + Penalty 2924.072824 = -882086.366212
  nChanged 321
		SP:Iteration 5Q (101354.970000 sec): 3 clusters
  Score: Raw -885141.269315 + Penalty 2924.072824 = -882217.196490
  nChanged 276
		SP:Iteration 6Q (101355.160000 sec): 3 clusters
  Score: Raw -885252.565049 + Penalty 2924.072824 = -882328.492225
  nChanged 255
		SP:Iteration 7Q (101355.380000 sec): 3 clusters
  Score: Raw -885354.440422 + Penalty 2924.072824 = -882430.367598
  nChanged 232
		SP:Iteration 8Q (101355.590000 sec): 3 clusters
  Score: Raw -885447.054335 + Penalty 2924.072824 = -882522.981511
  nChanged 221
		SP:Iteration 9Q (101355.800000 sec): 3 clusters
  Score: Raw -885522.311836 + Penalty 2924.072824 = -882598.239011
  nChanged 190
		SP:Iteration 10Q (101356.010000 sec): 3 clusters
  Score: Raw -885589.882456 + Penalty 2924.072824 = -882665.809632
  nChanged 171
		SP:Iteration 11Q (101356.280000 sec): 3 clusters
  Score: Raw -885646.548163 + Penalty 2924.072824 = -882722.475339
  nChanged 171
		SP:Iteration 12Q (101356.450000 sec): 3 clusters
  Score: Raw -885706.122851 + Penalty 2924.072824 = -882782.050026
  nChanged 176
		SP:Iteration 13Q (101356.650000 sec): 3 clusters
  Score: Raw -885766.848447 + Penalty 2924.072824 = -882842.775622
  nChanged 157
		SP:Iteration 14Q (101356.840000 sec): 3 clusters
  Score: Raw -885815.898136 + Penalty 2924.072824 = -882891.825311
  nChanged 129
		SP:Iteration 15Q (101357.070000 sec): 3 clusters
  Score: Raw -885857.258971 + Penalty 2924.072824 = -882933.186147
  nChanged 147
		SP:Iteration 16Q (101357.260000 sec): 3 clusters
  Score: Raw -885902.309857 + Penalty 2924.072824 = -882978.237033
  nChanged 126
		SP:Iteration 17Q (101357.470000 sec): 3 clusters
  Score: Raw -885939.485707 + Penalty 2924.072824 = -883015.412883
  nChanged 122
		SP:Iteration 18Q (101357.710000 sec): 3 clusters
  Score: Raw -885975.253420 + Penalty 2924.072824 = -883051.180595
  nChanged 108
		SP:Iteration 19Q (101357.880000 sec): 3 clusters
  Score: Raw -886006.955103 + Penalty 2924.072824 = -883082.882278
  nChanged 104
		SP:Iteration 20F (101358.120000 sec): 3 clusters
  Score: Raw -886036.240239 + Penalty 2924.072824 = -883112.167414
  nChanged 97
		SP:Iteration 21Q (101358.310000 sec): 3 clusters
  Score: Raw -886063.767785 + Penalty 2924.072824 = -883139.694961
  nChanged 94
		SP:Iteration 22Q (101358.530000 sec): 3 clusters
  Score: Raw -886091.399358 + Penalty 2924.072824 = -883167.326533
  nChanged 90
		SP:Iteration 23Q (101358.730000 sec): 3 clusters
  Score: Raw -886113.362729 + Penalty 2924.072824 = -883189.289905
  nChanged 92
		SP:Iteration 24Q (101358.900000 sec): 3 clusters
  Score: Raw -886134.241833 + Penalty 2924.072824 = -883210.169009
  nChanged 92
		SP:Iteration 25Q (101359.090000 sec): 3 clusters
  Score: Raw -886156.085875 + Penalty 2924.072824 = -883232.013051
  nChanged 85
		SP:Iteration 26Q (101359.300000 sec): 3 clusters
  Score: Raw -886175.267772 + Penalty 2924.072824 = -883251.194948
  nChanged 66
		SP:Iteration 27Q (101359.500000 sec): 3 clusters
  Score: Raw -886189.693887 + Penalty 2924.072824 = -883265.621063
  nChanged 58
		SP:Iteration 28Q (101359.710000 sec): 3 clusters
  Score: Raw -886203.009969 + Penalty 2924.072824 = -883278.937145
  nChanged 66
		SP:Iteration 29Q (101359.930000 sec): 3 clusters
  Score: Raw -886219.446146 + Penalty 2924.072824 = -883295.373322
  nChanged 67
		SP:Iteration 30Q (101360.140000 sec): 3 clusters
  Score: Raw -886234.790440 + Penalty 2924.072824 = -883310.717616
  nChanged 58
		SP:Iteration 31Q (101360.330000 sec): 3 clusters
  Score: Raw -886248.375981 + Penalty 2924.072824 = -883324.303156
  nChanged 67
		SP:Iteration 32Q (101360.540000 sec): 3 clusters
  Score: Raw -886265.714461 + Penalty 2924.072824 = -883341.641637
  nChanged 79
		SP:Iteration 33Q (101360.760000 sec): 3 clusters
  Score: Raw -886287.763931 + Penalty 2924.072824 = -883363.691107
  nChanged 79
		SP:Iteration 34Q (101360.980000 sec): 3 clusters
  Score: Raw -886307.154098 + Penalty 2924.072824 = -883383.081274
  nChanged 83
		SP:Iteration 35Q (101361.200000 sec): 3 clusters
  Score: Raw -886329.235569 + Penalty 2924.072824 = -883405.162745
  nChanged 86
		SP:Iteration 36Q (101361.410000 sec): 3 clusters
  Score: Raw -886355.984991 + Penalty 2924.072824 = -883431.912167
  nChanged 102
		SP:Iteration 37Q (101361.620000 sec): 3 clusters
  Score: Raw -886390.655638 + Penalty 2924.072824 = -883466.582813
  nChanged 93
		SP:Iteration 38Q (101361.880000 sec): 3 clusters
  Score: Raw -886423.869144 + Penalty 2924.072824 = -883499.796319
  nChanged 100
		SP:Iteration 39Q (101362.070000 sec): 3 clusters
  Score: Raw -886464.216110 + Penalty 2924.072824 = -883540.143286
  nChanged 118
		SP:Iteration 40F (101362.280000 sec): 3 clusters
  Score: Raw -886511.199885 + Penalty 2924.072824 = -883587.127061
  nChanged 119
		SP:Iteration 41Q (101362.500000 sec): 3 clusters
  Score: Raw -886561.116512 + Penalty 2924.072824 = -883637.043688
  nChanged 123
		SP:Iteration 42Q (101362.730000 sec): 3 clusters
  Score: Raw -886615.632489 + Penalty 2924.072824 = -883691.559665
  nChanged 111
		SP:Iteration 43Q (101362.890000 sec): 3 clusters
  Score: Raw -886664.081802 + Penalty 2924.072824 = -883740.008978
  nChanged 112
		SP:Iteration 44Q (101363.100000 sec): 3 clusters
  Score: Raw -886721.143835 + Penalty 2924.072824 = -883797.071011
  nChanged 113
		SP:Iteration 45Q (101363.310000 sec): 3 clusters
  Score: Raw -886782.063116 + Penalty 2924.072824 = -883857.990292
  nChanged 96
		SP:Iteration 46Q (101363.490000 sec): 3 clusters
  Score: Raw -886834.361554 + Penalty 2924.072824 = -883910.288729
  nChanged 94
		SP:Iteration 47Q (101363.670000 sec): 3 clusters
  Score: Raw -886888.029432 + Penalty 2924.072824 = -883963.956607
  nChanged 82
		SP:Iteration 48Q (101363.810000 sec): 3 clusters
  Score: Raw -886942.216702 + Penalty 2924.072824 = -884018.143878
  nChanged 80
		SP:Iteration 49Q (101364.050000 sec): 3 clusters
  Score: Raw -886996.900292 + Penalty 2924.072824 = -884072.827467
  nChanged 68
		SP:Iteration 50Q (101364.280000 sec): 3 clusters
  Score: Raw -887042.020023 + Penalty 2924.072824 = -884117.947199
  nChanged 63
		SP:Iteration 51Q (101364.490000 sec): 3 clusters
  Score: Raw -887081.293284 + Penalty 2924.072824 = -884157.220460
  nChanged 57
		SP:Iteration 52Q (101364.690000 sec): 3 clusters
  Score: Raw -887116.709164 + Penalty 2924.072824 = -884192.636340
  nChanged 36
		SP:Iteration 53Q (101364.910000 sec): 3 clusters
  Score: Raw -887142.929108 + Penalty 2924.072824 = -884218.856284
  nChanged 39
		SP:Iteration 54Q (101365.090000 sec): 3 clusters
  Score: Raw -887167.635072 + Penalty 2924.072824 = -884243.562248
  nChanged 33
		SP:Iteration 55Q (101365.270000 sec): 3 clusters
  Score: Raw -887185.597938 + Penalty 2924.072824 = -884261.525114
  nChanged 25
		SP:Iteration 56Q (101365.490000 sec): 3 clusters
  Score: Raw -887201.717037 + Penalty 2924.072824 = -884277.644212
  nChanged 18
		SP:Iteration 57Q (101365.700000 sec): 3 clusters
  Score: Raw -887215.447996 + Penalty 2924.072824 = -884291.375171
  nChanged 20
		SP:Iteration 58Q (101365.890000 sec): 3 clusters
  Score: Raw -887231.282874 + Penalty 2924.072824 = -884307.210050
  nChanged 12
		SP:Iteration 59Q (101366.090000 sec): 3 clusters
  Score: Raw -887239.875699 + Penalty 2924.072824 = -884315.802874
  nChanged 7
		SP:Iteration 60F (101366.320000 sec): 3 clusters
  Score: Raw -887245.552848 + Penalty 2924.072824 = -884321.480024
  nChanged 8
		SP:Iteration 61Q (101366.530000 sec): 3 clusters
  Score: Raw -887250.953123 + Penalty 2924.072824 = -884326.880299
  nChanged 13
		SP:Iteration 62Q (101366.720000 sec): 3 clusters
  Score: Raw -887259.094327 + Penalty 2924.072824 = -884335.021502
  nChanged 8
		SP:Iteration 63Q (101366.910000 sec): 3 clusters
  Score: Raw -887264.237797 + Penalty 2924.072824 = -884340.164972
  nChanged 5
		SP:Iteration 64Q (101367.110000 sec): 3 clusters
  Score: Raw -887267.601427 + Penalty 2924.072824 = -884343.528603
  nChanged 1
		SP:Iteration 65Q (101367.290000 sec): 3 clusters
  Score: Raw -887268.058955 + Penalty 2924.072824 = -884343.986131
  nChanged 1
		SP:Iteration 66Q (101367.550000 sec): 3 clusters
  Score: Raw -887268.451627 + Penalty 2924.072824 = -884344.378803
  nChanged 0
		SP:Iteration 67F (101367.700000 sec): 3 clusters
  Score: Raw -887268.451627 + Penalty 2924.072824 = -884344.378803
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (18624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101367.900000 sec): 2 clusters
  Score: Raw -1997305.464223 + Penalty 1597.733532 = -1995707.730691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101368.170000 sec): 3 clusters
  Score: Raw -1986225.197408 + Penalty 3195.467064 = -1983029.730344
  nChanged 8414
		SP:Iteration 1F (101368.460000 sec): 3 clusters
  Score: Raw -1991108.608535 + Penalty 3195.467064 = -1987913.141471
  nChanged 1326
		SP:Iteration 2F (101368.700000 sec): 3 clusters
  Score: Raw -1992133.230282 + Penalty 3195.467064 = -1988937.763218
  nChanged 1440
		SP:Iteration 3F (101368.940000 sec): 3 clusters
  Score: Raw -1993372.616265 + Penalty 3195.467064 = -1990177.149201
  nChanged 1433
		SP:Iteration 4F (101369.200000 sec): 3 clusters
  Score: Raw -1994583.080018 + Penalty 3195.467064 = -1991387.612955
  nChanged 1395
		SP:Iteration 5F (101369.460000 sec): 3 clusters
  Score: Raw -1995808.864510 + Penalty 3195.467064 = -1992613.397446
  nChanged 1253
		SP:Iteration 6F (101369.750000 sec): 3 clusters
  Score: Raw -1997095.141269 + Penalty 3195.467064 = -1993899.674206
  nChanged 1091
		SP:Iteration 7F (101369.980000 sec): 3 clusters
  Score: Raw -1998358.479806 + Penalty 3195.467064 = -1995163.012742
  nChanged 884
		SP:Iteration 8Q (101370.220000 sec): 3 clusters
  Score: Raw -1999465.166551 + Penalty 3195.467064 = -1996269.699487
  nChanged 700
		SP:Iteration 9Q (101370.460000 sec): 3 clusters
  Score: Raw -2000182.272256 + Penalty 3195.467064 = -1996986.805192
  nChanged 539
		SP:Iteration 10Q (101370.760000 sec): 3 clusters
  Score: Raw -2000620.510724 + Penalty 3195.467064 = -1997425.043660
  nChanged 402
		SP:Iteration 11Q (101371.040000 sec): 3 clusters
  Score: Raw -2000924.633004 + Penalty 3195.467064 = -1997729.165940
  nChanged 332
		SP:Iteration 12Q (101371.270000 sec): 3 clusters
  Score: Raw -2001163.605016 + Penalty 3195.467064 = -1997968.137952
  nChanged 284
		SP:Iteration 13Q (101371.480000 sec): 3 clusters
  Score: Raw -2001358.062368 + Penalty 3195.467064 = -1998162.595304
  nChanged 223
		SP:Iteration 14Q (101371.780000 sec): 3 clusters
  Score: Raw -2001479.633740 + Penalty 3195.467064 = -1998284.166676
  nChanged 182
		SP:Iteration 15Q (101372.010000 sec): 3 clusters
  Score: Raw -2001566.164337 + Penalty 3195.467064 = -1998370.697273
  nChanged 140
		SP:Iteration 16Q (101372.260000 sec): 3 clusters
  Score: Raw -2001614.230814 + Penalty 3195.467064 = -1998418.763750
  nChanged 91
		SP:Iteration 17Q (101372.550000 sec): 3 clusters
  Score: Raw -2001635.929533 + Penalty 3195.467064 = -1998440.462469
  nChanged 75
		SP:Iteration 18Q (101372.770000 sec): 3 clusters
  Score: Raw -2001651.801545 + Penalty 3195.467064 = -1998456.334481
  nChanged 58
		SP:Iteration 19Q (101373.060000 sec): 3 clusters
  Score: Raw -2001659.043336 + Penalty 3195.467064 = -1998463.576272
  nChanged 32
		SP:Iteration 20F (101373.300000 sec): 3 clusters
  Score: Raw -2001670.948802 + Penalty 3195.467064 = -1998475.481739
  nChanged 28
		SP:Iteration 21Q (101373.570000 sec): 3 clusters
  Score: Raw -2001676.088480 + Penalty 3195.467064 = -1998480.621416
  nChanged 29
		SP:Iteration 22Q (101373.850000 sec): 3 clusters
  Score: Raw -2001679.480245 + Penalty 3195.467064 = -1998484.013181
  nChanged 34
		SP:Iteration 23Q (101374.060000 sec): 3 clusters
  Score: Raw -2001683.071586 + Penalty 3195.467064 = -1998487.604522
  nChanged 24
		SP:Iteration 24Q (101374.360000 sec): 3 clusters
  Score: Raw -2001684.825243 + Penalty 3195.467064 = -1998489.358179
  nChanged 20
		SP:Iteration 25Q (101374.610000 sec): 3 clusters
  Score: Raw -2001686.373537 + Penalty 3195.467064 = -1998490.906473
  nChanged 17
		SP:Iteration 26Q (101374.880000 sec): 3 clusters
  Score: Raw -2001687.804140 + Penalty 3195.467064 = -1998492.337076
  nChanged 14
		SP:Iteration 27Q (101375.150000 sec): 3 clusters
  Score: Raw -2001689.062261 + Penalty 3195.467064 = -1998493.595197
  nChanged 8
		SP:Iteration 28Q (101375.420000 sec): 3 clusters
  Score: Raw -2001689.814325 + Penalty 3195.467064 = -1998494.347261
  nChanged 12
		SP:Iteration 29Q (101375.610000 sec): 3 clusters
  Score: Raw -2001690.604723 + Penalty 3195.467064 = -1998495.137659
  nChanged 10
		SP:Iteration 30Q (101375.900000 sec): 3 clusters
  Score: Raw -2001691.097225 + Penalty 3195.467064 = -1998495.630161
  nChanged 7
		SP:Iteration 31Q (101376.150000 sec): 3 clusters
  Score: Raw -2001691.558824 + Penalty 3195.467064 = -1998496.091760
  nChanged 7
		SP:Iteration 32Q (101376.340000 sec): 3 clusters
  Score: Raw -2001692.115957 + Penalty 3195.467064 = -1998496.648893
  nChanged 10
		SP:Iteration 33Q (101376.570000 sec): 3 clusters
  Score: Raw -2001692.833376 + Penalty 3195.467064 = -1998497.366312
  nChanged 11
		SP:Iteration 34Q (101376.840000 sec): 3 clusters
  Score: Raw -2001693.778191 + Penalty 3195.467064 = -1998498.311127
  nChanged 9
		SP:Iteration 35Q (101377.050000 sec): 3 clusters
  Score: Raw -2001694.461918 + Penalty 3195.467064 = -1998498.994854
  nChanged 9
		SP:Iteration 36Q (101377.290000 sec): 3 clusters
  Score: Raw -2001695.073193 + Penalty 3195.467064 = -1998499.606129
  nChanged 8
		SP:Iteration 37Q (101377.570000 sec): 3 clusters
  Score: Raw -2001695.554740 + Penalty 3195.467064 = -1998500.087676
  nChanged 6
		SP:Iteration 38Q (101377.820000 sec): 3 clusters
  Score: Raw -2001695.883999 + Penalty 3195.467064 = -1998500.416935
  nChanged 2
		SP:Iteration 39Q (101378.100000 sec): 3 clusters
  Score: Raw -2001695.938637 + Penalty 3195.467064 = -1998500.471573
  nChanged 1
		SP:Iteration 40F (101378.370000 sec): 3 clusters
  Score: Raw -2001695.981696 + Penalty 3195.467064 = -1998500.514633
  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 9.05 GB.

 Trying to split cluster 42 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101378.470000 sec): 2 clusters
  Score: Raw -328362.509486 + Penalty 1306.781891 = -327055.727596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101378.670000 sec): 3 clusters
  Score: Raw -326866.003840 + Penalty 2613.563781 = -324252.440059
  nChanged 1209
		SP:Iteration 1F (101378.850000 sec): 3 clusters
  Score: Raw -327565.510748 + Penalty 2613.563781 = -324951.946967
  nChanged 252
		SP:Iteration 2F (101379.050000 sec): 3 clusters
  Score: Raw -327738.076491 + Penalty 2613.563781 = -325124.512709
  nChanged 192
		SP:Iteration 3F (101379.200000 sec): 3 clusters
  Score: Raw -327887.081191 + Penalty 2613.563781 = -325273.517410
  nChanged 159
		SP:Iteration 4F (101379.410000 sec): 3 clusters
  Score: Raw -328004.877665 + Penalty 2613.563781 = -325391.313884
  nChanged 159
		SP:Iteration 5F (101379.560000 sec): 3 clusters
  Score: Raw -328150.034469 + Penalty 2613.563781 = -325536.470688
  nChanged 159
		SP:Iteration 6F (101379.760000 sec): 3 clusters
  Score: Raw -328334.234759 + Penalty 2613.563781 = -325720.670978
  nChanged 181
		SP:Iteration 7F (101379.890000 sec): 3 clusters
  Score: Raw -328558.225240 + Penalty 2613.563781 = -325944.661459
  nChanged 176
		SP:Iteration 8F (101380.050000 sec): 3 clusters
  Score: Raw -328798.243025 + Penalty 2613.563781 = -326184.679243
  nChanged 169
		SP:Iteration 9F (101380.250000 sec): 3 clusters
  Score: Raw -329048.095446 + Penalty 2613.563781 = -326434.531665
  nChanged 131
		SP:Iteration 10Q (101380.430000 sec): 3 clusters
  Score: Raw -329200.887579 + Penalty 2613.563781 = -326587.323798
  nChanged 95
		SP:Iteration 11Q (101380.610000 sec): 3 clusters
  Score: Raw -329281.354240 + Penalty 2613.563781 = -326667.790459
  nChanged 60
		SP:Iteration 12Q (101380.820000 sec): 3 clusters
  Score: Raw -329327.344468 + Penalty 2613.563781 = -326713.780687
  nChanged 41
		SP:Iteration 13Q (101381.010000 sec): 3 clusters
  Score: Raw -329354.030580 + Penalty 2613.563781 = -326740.466799
  nChanged 27
		SP:Iteration 14Q (101381.220000 sec): 3 clusters
  Score: Raw -329374.032559 + Penalty 2613.563781 = -326760.468777
  nChanged 28
		SP:Iteration 15Q (101381.410000 sec): 3 clusters
  Score: Raw -329395.514016 + Penalty 2613.563781 = -326781.950235
  nChanged 27
		SP:Iteration 16Q (101381.590000 sec): 3 clusters
  Score: Raw -329417.871653 + Penalty 2613.563781 = -326804.307872
  nChanged 23
		SP:Iteration 17Q (101381.740000 sec): 3 clusters
  Score: Raw -329431.190171 + Penalty 2613.563781 = -326817.626390
  nChanged 25
		SP:Iteration 18Q (101381.920000 sec): 3 clusters
  Score: Raw -329444.023015 + Penalty 2613.563781 = -326830.459234
  nChanged 19
		SP:Iteration 19Q (101382.080000 sec): 3 clusters
  Score: Raw -329454.276045 + Penalty 2613.563781 = -326840.712263
  nChanged 17
		SP:Iteration 20F (101382.230000 sec): 3 clusters
  Score: Raw -329461.886333 + Penalty 2613.563781 = -326848.322551
  nChanged 14
		SP:Iteration 21Q (101382.410000 sec): 3 clusters
  Score: Raw -329471.350178 + Penalty 2613.563781 = -326857.786397
  nChanged 14
		SP:Iteration 22Q (101382.590000 sec): 3 clusters
  Score: Raw -329478.474588 + Penalty 2613.563781 = -326864.910807
  nChanged 14
		SP:Iteration 23Q (101382.780000 sec): 3 clusters
  Score: Raw -329493.284731 + Penalty 2613.563781 = -326879.720950
  nChanged 13
		SP:Iteration 24Q (101382.970000 sec): 3 clusters
  Score: Raw -329499.938820 + Penalty 2613.563781 = -326886.375039
  nChanged 15
		SP:Iteration 25Q (101383.160000 sec): 3 clusters
  Score: Raw -329508.127276 + Penalty 2613.563781 = -326894.563495
  nChanged 14
		SP:Iteration 26Q (101383.350000 sec): 3 clusters
  Score: Raw -329521.328844 + Penalty 2613.563781 = -326907.765063
  nChanged 12
		SP:Iteration 27Q (101383.520000 sec): 3 clusters
  Score: Raw -329532.680883 + Penalty 2613.563781 = -326919.117102
  nChanged 16
		SP:Iteration 28Q (101383.740000 sec): 3 clusters
  Score: Raw -329541.147698 + Penalty 2613.563781 = -326927.583917
  nChanged 17
		SP:Iteration 29Q (101383.930000 sec): 3 clusters
  Score: Raw -329555.384828 + Penalty 2613.563781 = -326941.821047
  nChanged 17
		SP:Iteration 30Q (101384.080000 sec): 3 clusters
  Score: Raw -329571.896311 + Penalty 2613.563781 = -326958.332530
  nChanged 12
		SP:Iteration 31Q (101384.300000 sec): 3 clusters
  Score: Raw -329580.034335 + Penalty 2613.563781 = -326966.470554
  nChanged 13
		SP:Iteration 32Q (101384.430000 sec): 3 clusters
  Score: Raw -329592.341678 + Penalty 2613.563781 = -326978.777896
  nChanged 11
		SP:Iteration 33Q (101384.630000 sec): 3 clusters
  Score: Raw -329599.942915 + Penalty 2613.563781 = -326986.379134
  nChanged 12
		SP:Iteration 34Q (101384.860000 sec): 3 clusters
  Score: Raw -329605.622534 + Penalty 2613.563781 = -326992.058753
  nChanged 6
		SP:Iteration 35Q (101385.000000 sec): 3 clusters
  Score: Raw -329610.471297 + Penalty 2613.563781 = -326996.907515
  nChanged 7
		SP:Iteration 36Q (101385.160000 sec): 3 clusters
  Score: Raw -329616.679949 + Penalty 2613.563781 = -327003.116167
  nChanged 8
		SP:Iteration 37Q (101385.350000 sec): 3 clusters
  Score: Raw -329623.188709 + Penalty 2613.563781 = -327009.624928
  nChanged 5
		SP:Iteration 38Q (101385.540000 sec): 3 clusters
  Score: Raw -329625.981168 + Penalty 2613.563781 = -327012.417387
  nChanged 2
		SP:Iteration 39Q (101385.720000 sec): 3 clusters
  Score: Raw -329626.359272 + Penalty 2613.563781 = -327012.795491
  nChanged 0
		SP:Iteration 40F (101385.910000 sec): 3 clusters
  Score: Raw -329626.359272 + Penalty 2613.563781 = -327012.795491
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (5004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101386.000000 sec): 2 clusters
  Score: Raw -465759.853983 + Penalty 1384.173842 = -464375.680142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101386.160000 sec): 3 clusters
  Score: Raw -463316.399632 + Penalty 2768.347683 = -460548.051949
  nChanged 2098
		SP:Iteration 1F (101386.370000 sec): 3 clusters
  Score: Raw -465266.640181 + Penalty 2768.347683 = -462498.292498
  nChanged 612
		SP:Iteration 2F (101386.560000 sec): 3 clusters
  Score: Raw -466141.559775 + Penalty 2768.347683 = -463373.212092
  nChanged 452
		SP:Iteration 3F (101386.800000 sec): 3 clusters
  Score: Raw -466794.630942 + Penalty 2768.347683 = -464026.283259
  nChanged 360
		SP:Iteration 4F (101386.970000 sec): 3 clusters
  Score: Raw -467232.706062 + Penalty 2768.347683 = -464464.358379
  nChanged 230
		SP:Iteration 5Q (101387.140000 sec): 3 clusters
  Score: Raw -467425.899683 + Penalty 2768.347683 = -464657.552000
  nChanged 147
		SP:Iteration 6Q (101387.350000 sec): 3 clusters
  Score: Raw -467505.628322 + Penalty 2768.347683 = -464737.280639
  nChanged 82
		SP:Iteration 7Q (101387.530000 sec): 3 clusters
  Score: Raw -467537.963243 + Penalty 2768.347683 = -464769.615560
  nChanged 56
		SP:Iteration 8Q (101387.700000 sec): 3 clusters
  Score: Raw -467554.117311 + Penalty 2768.347683 = -464785.769627
  nChanged 22
		SP:Iteration 9Q (101387.870000 sec): 3 clusters
  Score: Raw -467558.470384 + Penalty 2768.347683 = -464790.122701
  nChanged 18
		SP:Iteration 10Q (101388.080000 sec): 3 clusters
  Score: Raw -467566.765893 + Penalty 2768.347683 = -464798.418210
  nChanged 15
		SP:Iteration 11Q (101388.300000 sec): 3 clusters
  Score: Raw -467569.849017 + Penalty 2768.347683 = -464801.501334
  nChanged 8
		SP:Iteration 12Q (101388.470000 sec): 3 clusters
  Score: Raw -467571.271296 + Penalty 2768.347683 = -464802.923612
  nChanged 8
		SP:Iteration 13Q (101388.670000 sec): 3 clusters
  Score: Raw -467573.333860 + Penalty 2768.347683 = -464804.986177
  nChanged 11
		SP:Iteration 14Q (101388.890000 sec): 3 clusters
  Score: Raw -467575.632538 + Penalty 2768.347683 = -464807.284855
  nChanged 11
		SP:Iteration 15Q (101389.050000 sec): 3 clusters
  Score: Raw -467579.441986 + Penalty 2768.347683 = -464811.094303
  nChanged 14
		SP:Iteration 16Q (101389.210000 sec): 3 clusters
  Score: Raw -467583.485934 + Penalty 2768.347683 = -464815.138251
  nChanged 9
		SP:Iteration 17Q (101389.430000 sec): 3 clusters
  Score: Raw -467585.273074 + Penalty 2768.347683 = -464816.925391
  nChanged 10
		SP:Iteration 18Q (101389.640000 sec): 3 clusters
  Score: Raw -467588.319054 + Penalty 2768.347683 = -464819.971371
  nChanged 10
		SP:Iteration 19Q (101389.800000 sec): 3 clusters
  Score: Raw -467590.736899 + Penalty 2768.347683 = -464822.389215
  nChanged 10
		SP:Iteration 20F (101390.000000 sec): 3 clusters
  Score: Raw -467592.990617 + Penalty 2768.347683 = -464824.642934
  nChanged 6
		SP:Iteration 21Q (101390.200000 sec): 3 clusters
  Score: Raw -467594.008729 + Penalty 2768.347683 = -464825.661046
  nChanged 4
		SP:Iteration 22Q (101390.350000 sec): 3 clusters
  Score: Raw -467594.455752 + Penalty 2768.347683 = -464826.108069
  nChanged 4
		SP:Iteration 23Q (101390.550000 sec): 3 clusters
  Score: Raw -467594.823847 + Penalty 2768.347683 = -464826.476163
  nChanged 1
		SP:Iteration 24Q (101390.730000 sec): 3 clusters
  Score: Raw -467595.217308 + Penalty 2768.347683 = -464826.869625
  nChanged 2
		SP:Iteration 25Q (101390.870000 sec): 3 clusters
  Score: Raw -467595.476547 + Penalty 2768.347683 = -464827.128864
  nChanged 0
		SP:Iteration 26F (101391.020000 sec): 3 clusters
  Score: Raw -467595.476547 + Penalty 2768.347683 = -464827.128864
  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 9.05 GB.

 Trying to split cluster 44 (14151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101391.190000 sec): 2 clusters
  Score: Raw -1474856.703168 + Penalty 1553.100343 = -1473303.602826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101391.480000 sec): 3 clusters
  Score: Raw -1466546.410750 + Penalty 3106.200686 = -1463440.210064
  nChanged 6255
		SP:Iteration 1F (101391.720000 sec): 3 clusters
  Score: Raw -1470153.888695 + Penalty 3106.200686 = -1467047.688009
  nChanged 884
		SP:Iteration 2F (101391.960000 sec): 3 clusters
  Score: Raw -1470559.602029 + Penalty 3106.200686 = -1467453.401343
  nChanged 774
		SP:Iteration 3F (101392.190000 sec): 3 clusters
  Score: Raw -1470952.426193 + Penalty 3106.200686 = -1467846.225507
  nChanged 754
		SP:Iteration 4F (101392.410000 sec): 3 clusters
  Score: Raw -1471381.462310 + Penalty 3106.200686 = -1468275.261624
  nChanged 821
		SP:Iteration 5F (101392.680000 sec): 3 clusters
  Score: Raw -1471968.475782 + Penalty 3106.200686 = -1468862.275096
  nChanged 884
		SP:Iteration 6F (101392.880000 sec): 3 clusters
  Score: Raw -1472669.670459 + Penalty 3106.200686 = -1469563.469773
  nChanged 846
		SP:Iteration 7F (101393.110000 sec): 3 clusters
  Score: Raw -1473399.209362 + Penalty 3106.200686 = -1470293.008676
  nChanged 720
		SP:Iteration 8F (101393.330000 sec): 3 clusters
  Score: Raw -1474054.196647 + Penalty 3106.200686 = -1470947.995961
  nChanged 561
		SP:Iteration 9Q (101393.570000 sec): 3 clusters
  Score: Raw -1474576.540290 + Penalty 3106.200686 = -1471470.339604
  nChanged 393
		SP:Iteration 10Q (101393.800000 sec): 3 clusters
  Score: Raw -1474958.562026 + Penalty 3106.200686 = -1471852.361340
  nChanged 247
		SP:Iteration 11Q (101394.010000 sec): 3 clusters
  Score: Raw -1475213.375168 + Penalty 3106.200686 = -1472107.174483
  nChanged 177
		SP:Iteration 12Q (101394.250000 sec): 3 clusters
  Score: Raw -1475348.077566 + Penalty 3106.200686 = -1472241.876880
  nChanged 127
		SP:Iteration 13Q (101394.490000 sec): 3 clusters
  Score: Raw -1475428.776911 + Penalty 3106.200686 = -1472322.576225
  nChanged 78
		SP:Iteration 14Q (101394.660000 sec): 3 clusters
  Score: Raw -1475483.433705 + Penalty 3106.200686 = -1472377.233019
  nChanged 65
		SP:Iteration 15Q (101394.890000 sec): 3 clusters
  Score: Raw -1475523.051517 + Penalty 3106.200686 = -1472416.850831
  nChanged 51
		SP:Iteration 16Q (101395.130000 sec): 3 clusters
  Score: Raw -1475555.134865 + Penalty 3106.200686 = -1472448.934180
  nChanged 43
		SP:Iteration 17Q (101395.330000 sec): 3 clusters
  Score: Raw -1475591.489233 + Penalty 3106.200686 = -1472485.288547
  nChanged 42
		SP:Iteration 18Q (101395.530000 sec): 3 clusters
  Score: Raw -1475630.358121 + Penalty 3106.200686 = -1472524.157435
  nChanged 40
		SP:Iteration 19Q (101395.730000 sec): 3 clusters
  Score: Raw -1475661.816586 + Penalty 3106.200686 = -1472555.615900
  nChanged 33
		SP:Iteration 20F (101395.940000 sec): 3 clusters
  Score: Raw -1475680.948921 + Penalty 3106.200686 = -1472574.748235
  nChanged 23
		SP:Iteration 21Q (101396.190000 sec): 3 clusters
  Score: Raw -1475696.850293 + Penalty 3106.200686 = -1472590.649607
  nChanged 21
		SP:Iteration 22Q (101396.440000 sec): 3 clusters
  Score: Raw -1475704.622699 + Penalty 3106.200686 = -1472598.422013
  nChanged 12
		SP:Iteration 23Q (101396.640000 sec): 3 clusters
  Score: Raw -1475709.232721 + Penalty 3106.200686 = -1472603.032035
  nChanged 8
		SP:Iteration 24Q (101396.870000 sec): 3 clusters
  Score: Raw -1475712.675513 + Penalty 3106.200686 = -1472606.474827
  nChanged 9
		SP:Iteration 25Q (101397.060000 sec): 3 clusters
  Score: Raw -1475715.313813 + Penalty 3106.200686 = -1472609.113127
  nChanged 8
		SP:Iteration 26Q (101397.310000 sec): 3 clusters
  Score: Raw -1475717.853723 + Penalty 3106.200686 = -1472611.653037
  nChanged 5
		SP:Iteration 27Q (101397.500000 sec): 3 clusters
  Score: Raw -1475719.255973 + Penalty 3106.200686 = -1472613.055287
  nChanged 1
		SP:Iteration 28Q (101397.740000 sec): 3 clusters
  Score: Raw -1475719.746391 + Penalty 3106.200686 = -1472613.545705
  nChanged 1
		SP:Iteration 29Q (101397.990000 sec): 3 clusters
  Score: Raw -1475720.082077 + Penalty 3106.200686 = -1472613.881392
  nChanged 0
		SP:Iteration 30F (101398.230000 sec): 3 clusters
  Score: Raw -1475720.082077 + Penalty 3106.200686 = -1472613.881392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101398.310000 sec): 2 clusters
  Score: Raw -58265.526712 + Penalty 1034.830418 = -57230.696295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101398.500000 sec): 3 clusters
  Score: Raw -58218.757315 + Penalty 2069.660836 = -56149.096480
  nChanged 147
		SP:Iteration 1F (101398.650000 sec): 3 clusters
  Score: Raw -58433.901021 + Penalty 2069.660836 = -56364.240186
  nChanged 53
		SP:Iteration 2F (101398.840000 sec): 3 clusters
  Score: Raw -58533.281881 + Penalty 2069.660836 = -56463.621046
  nChanged 40
		SP:Iteration 3F (101398.980000 sec): 3 clusters
  Score: Raw -58626.974000 + Penalty 2069.660836 = -56557.313164
  nChanged 39
		SP:Iteration 4F (101399.170000 sec): 3 clusters
  Score: Raw -58734.700942 + Penalty 2069.660836 = -56665.040106
  nChanged 35
		SP:Iteration 5F (101399.330000 sec): 3 clusters
  Score: Raw -58939.029086 + Penalty 2069.660836 = -56869.368250
  nChanged 41
		SP:Iteration 6F (101399.530000 sec): 3 clusters
  Score: Raw -59050.585321 + Penalty 2069.660836 = -56980.924486
  nChanged 26
		SP:Iteration 7Q (101399.660000 sec): 3 clusters
  Score: Raw -59122.336322 + Penalty 2069.660836 = -57052.675486
  nChanged 19
		SP:Iteration 8Q (101399.830000 sec): 3 clusters
  Score: Raw -59202.189395 + Penalty 2069.660836 = -57132.528560
  nChanged 14
		SP:Iteration 9Q (101399.990000 sec): 3 clusters
  Score: Raw -59295.060472 + Penalty 2069.660836 = -57225.399637
  nChanged 14
		SP:Iteration 10Q (101400.170000 sec): 3 clusters
  Score: Raw -59337.358007 + Penalty 2069.660836 = -57267.697171
  nChanged 10
		SP:Iteration 11Q (101400.350000 sec): 3 clusters
  Score: Raw -59364.140335 + Penalty 2069.660836 = -57294.479499
  nChanged 4
		SP:Iteration 12Q (101400.480000 sec): 3 clusters
  Score: Raw -59370.414268 + Penalty 2069.660836 = -57300.753433
  nChanged 0
		SP:Iteration 13F (101400.640000 sec): 3 clusters
  Score: Raw -59372.906532 + Penalty 2069.660836 = -57303.245697
  nChanged 1
		SP:Iteration 14Q (101400.790000 sec): 3 clusters
  Score: Raw -59383.720890 + Penalty 2069.660836 = -57314.060054
  nChanged 1
		SP:Iteration 15Q (101400.970000 sec): 3 clusters
  Score: Raw -59385.576095 + Penalty 2069.660836 = -57315.915259
  nChanged 0
		SP:Iteration 16F (101401.130000 sec): 3 clusters
  Score: Raw -59385.576095 + Penalty 2069.660836 = -57315.915259
  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 9.05 GB.

 Trying to split cluster 46 (4121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101401.230000 sec): 2 clusters
  Score: Raw -455054.314639 + Penalty 1352.625809 = -453701.688830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101401.440000 sec): 3 clusters
  Score: Raw -452984.451145 + Penalty 2705.251618 = -450279.199527
  nChanged 1640
		SP:Iteration 1F (101401.590000 sec): 3 clusters
  Score: Raw -453867.639023 + Penalty 2705.251618 = -451162.387405
  nChanged 330
		SP:Iteration 2F (101401.770000 sec): 3 clusters
  Score: Raw -454094.439491 + Penalty 2705.251618 = -451389.187873
  nChanged 237
		SP:Iteration 3F (101401.940000 sec): 3 clusters
  Score: Raw -454243.325608 + Penalty 2705.251618 = -451538.073990
  nChanged 212
		SP:Iteration 4F (101402.100000 sec): 3 clusters
  Score: Raw -454391.665630 + Penalty 2705.251618 = -451686.414013
  nChanged 209
		SP:Iteration 5F (101402.300000 sec): 3 clusters
  Score: Raw -454539.186802 + Penalty 2705.251618 = -451833.935184
  nChanged 200
		SP:Iteration 6Q (101402.460000 sec): 3 clusters
  Score: Raw -454670.886754 + Penalty 2705.251618 = -451965.635137
  nChanged 172
		SP:Iteration 7Q (101402.600000 sec): 3 clusters
  Score: Raw -454774.834380 + Penalty 2705.251618 = -452069.582762
  nChanged 135
		SP:Iteration 8Q (101402.820000 sec): 3 clusters
  Score: Raw -454847.876102 + Penalty 2705.251618 = -452142.624485
  nChanged 128
		SP:Iteration 9Q (101403.000000 sec): 3 clusters
  Score: Raw -454922.979758 + Penalty 2705.251618 = -452217.728141
  nChanged 114
		SP:Iteration 10Q (101403.160000 sec): 3 clusters
  Score: Raw -454986.374889 + Penalty 2705.251618 = -452281.123272
  nChanged 98
		SP:Iteration 11Q (101403.350000 sec): 3 clusters
  Score: Raw -455034.441533 + Penalty 2705.251618 = -452329.189915
  nChanged 72
		SP:Iteration 12Q (101403.520000 sec): 3 clusters
  Score: Raw -455067.488948 + Penalty 2705.251618 = -452362.237331
  nChanged 59
		SP:Iteration 13Q (101403.650000 sec): 3 clusters
  Score: Raw -455088.730153 + Penalty 2705.251618 = -452383.478535
  nChanged 42
		SP:Iteration 14Q (101403.810000 sec): 3 clusters
  Score: Raw -455102.521929 + Penalty 2705.251618 = -452397.270311
  nChanged 30
		SP:Iteration 15Q (101404.030000 sec): 3 clusters
  Score: Raw -455111.766482 + Penalty 2705.251618 = -452406.514864
  nChanged 17
		SP:Iteration 16Q (101404.220000 sec): 3 clusters
  Score: Raw -455116.483169 + Penalty 2705.251618 = -452411.231552
  nChanged 16
		SP:Iteration 17Q (101404.440000 sec): 3 clusters
  Score: Raw -455121.623208 + Penalty 2705.251618 = -452416.371590
  nChanged 13
		SP:Iteration 18Q (101404.630000 sec): 3 clusters
  Score: Raw -455124.873591 + Penalty 2705.251618 = -452419.621974
  nChanged 12
		SP:Iteration 19Q (101404.780000 sec): 3 clusters
  Score: Raw -455127.352812 + Penalty 2705.251618 = -452422.101195
  nChanged 7
		SP:Iteration 20F (101405.000000 sec): 3 clusters
  Score: Raw -455128.647557 + Penalty 2705.251618 = -452423.395939
  nChanged 2
		SP:Iteration 21Q (101405.150000 sec): 3 clusters
  Score: Raw -455129.059517 + Penalty 2705.251618 = -452423.807899
  nChanged 2
		SP:Iteration 22Q (101405.320000 sec): 3 clusters
  Score: Raw -455129.680668 + Penalty 2705.251618 = -452424.429050
  nChanged 2
		SP:Iteration 23Q (101405.480000 sec): 3 clusters
  Score: Raw -455130.015719 + Penalty 2705.251618 = -452424.764102
  nChanged 2
		SP:Iteration 24Q (101405.620000 sec): 3 clusters
  Score: Raw -455130.675502 + Penalty 2705.251618 = -452425.423884
  nChanged 1
		SP:Iteration 25Q (101405.780000 sec): 3 clusters
  Score: Raw -455130.741481 + Penalty 2705.251618 = -452425.489863
  nChanged 1
		SP:Iteration 26Q (101405.870000 sec): 3 clusters
  Score: Raw -455130.928464 + Penalty 2705.251618 = -452425.676846
  nChanged 2
		SP:Iteration 27Q (101406.030000 sec): 3 clusters
  Score: Raw -455131.167437 + Penalty 2705.251618 = -452425.915820
  nChanged 1
		SP:Iteration 28Q (101406.130000 sec): 3 clusters
  Score: Raw -455131.282214 + Penalty 2705.251618 = -452426.030596
  nChanged 0
		SP:Iteration 29F (101406.270000 sec): 3 clusters
  Score: Raw -455131.282214 + Penalty 2705.251618 = -452426.030596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101406.370000 sec): 2 clusters
  Score: Raw -311225.544585 + Penalty 1291.497768 = -309934.046817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101406.510000 sec): 3 clusters
  Score: Raw -309882.868473 + Penalty 2582.995536 = -307299.872937
  nChanged 1053
		SP:Iteration 1F (101406.610000 sec): 3 clusters
  Score: Raw -310540.467431 + Penalty 2582.995536 = -307957.471895
  nChanged 231
		SP:Iteration 2F (101406.760000 sec): 3 clusters
  Score: Raw -310707.775991 + Penalty 2582.995536 = -308124.780456
  nChanged 147
		SP:Iteration 3F (101406.900000 sec): 3 clusters
  Score: Raw -310802.865548 + Penalty 2582.995536 = -308219.870012
  nChanged 121
		SP:Iteration 4Q (101407.090000 sec): 3 clusters
  Score: Raw -310875.695765 + Penalty 2582.995536 = -308292.700229
  nChanged 98
		SP:Iteration 5Q (101407.230000 sec): 3 clusters
  Score: Raw -310930.041395 + Penalty 2582.995536 = -308347.045859
  nChanged 77
		SP:Iteration 6Q (101407.390000 sec): 3 clusters
  Score: Raw -310975.692606 + Penalty 2582.995536 = -308392.697070
  nChanged 75
		SP:Iteration 7Q (101407.560000 sec): 3 clusters
  Score: Raw -311017.861974 + Penalty 2582.995536 = -308434.866439
  nChanged 64
		SP:Iteration 8Q (101407.750000 sec): 3 clusters
  Score: Raw -311049.622262 + Penalty 2582.995536 = -308466.626726
  nChanged 52
		SP:Iteration 9Q (101407.940000 sec): 3 clusters
  Score: Raw -311077.944677 + Penalty 2582.995536 = -308494.949141
  nChanged 56
		SP:Iteration 10Q (101408.090000 sec): 3 clusters
  Score: Raw -311108.756010 + Penalty 2582.995536 = -308525.760475
  nChanged 53
		SP:Iteration 11Q (101408.270000 sec): 3 clusters
  Score: Raw -311140.061188 + Penalty 2582.995536 = -308557.065653
  nChanged 53
		SP:Iteration 12Q (101408.450000 sec): 3 clusters
  Score: Raw -311173.123558 + Penalty 2582.995536 = -308590.128022
  nChanged 46
		SP:Iteration 13Q (101408.640000 sec): 3 clusters
  Score: Raw -311197.250420 + Penalty 2582.995536 = -308614.254884
  nChanged 31
		SP:Iteration 14Q (101408.760000 sec): 3 clusters
  Score: Raw -311213.614104 + Penalty 2582.995536 = -308630.618568
  nChanged 26
		SP:Iteration 15Q (101408.980000 sec): 3 clusters
  Score: Raw -311230.914869 + Penalty 2582.995536 = -308647.919334
  nChanged 22
		SP:Iteration 16Q (101409.130000 sec): 3 clusters
  Score: Raw -311244.223586 + Penalty 2582.995536 = -308661.228050
  nChanged 29
		SP:Iteration 17Q (101409.300000 sec): 3 clusters
  Score: Raw -311261.200119 + Penalty 2582.995536 = -308678.204583
  nChanged 27
		SP:Iteration 18Q (101409.470000 sec): 3 clusters
  Score: Raw -311275.373674 + Penalty 2582.995536 = -308692.378138
  nChanged 19
		SP:Iteration 19Q (101409.650000 sec): 3 clusters
  Score: Raw -311283.430762 + Penalty 2582.995536 = -308700.435227
  nChanged 12
		SP:Iteration 20F (101409.830000 sec): 3 clusters
  Score: Raw -311288.528975 + Penalty 2582.995536 = -308705.533439
  nChanged 13
		SP:Iteration 21Q (101410.000000 sec): 3 clusters
  Score: Raw -311292.944878 + Penalty 2582.995536 = -308709.949343
  nChanged 12
		SP:Iteration 22Q (101410.160000 sec): 3 clusters
  Score: Raw -311299.057862 + Penalty 2582.995536 = -308716.062326
  nChanged 12
		SP:Iteration 23Q (101410.360000 sec): 3 clusters
  Score: Raw -311305.427630 + Penalty 2582.995536 = -308722.432095
  nChanged 9
		SP:Iteration 24Q (101410.550000 sec): 3 clusters
  Score: Raw -311309.876290 + Penalty 2582.995536 = -308726.880754
  nChanged 8
		SP:Iteration 25Q (101410.720000 sec): 3 clusters
  Score: Raw -311314.506843 + Penalty 2582.995536 = -308731.511307
  nChanged 8
		SP:Iteration 26Q (101410.880000 sec): 3 clusters
  Score: Raw -311319.175572 + Penalty 2582.995536 = -308736.180036
  nChanged 10
		SP:Iteration 27Q (101411.090000 sec): 3 clusters
  Score: Raw -311324.098341 + Penalty 2582.995536 = -308741.102805
  nChanged 12
		SP:Iteration 28Q (101411.250000 sec): 3 clusters
  Score: Raw -311330.112272 + Penalty 2582.995536 = -308747.116737
  nChanged 9
		SP:Iteration 29Q (101411.400000 sec): 3 clusters
  Score: Raw -311336.583800 + Penalty 2582.995536 = -308753.588264
  nChanged 11
		SP:Iteration 30Q (101411.600000 sec): 3 clusters
  Score: Raw -311343.065037 + Penalty 2582.995536 = -308760.069501
  nChanged 12
		SP:Iteration 31Q (101411.770000 sec): 3 clusters
  Score: Raw -311348.686206 + Penalty 2582.995536 = -308765.690670
  nChanged 8
		SP:Iteration 32Q (101411.950000 sec): 3 clusters
  Score: Raw -311354.337501 + Penalty 2582.995536 = -308771.341965
  nChanged 9
		SP:Iteration 33Q (101412.170000 sec): 3 clusters
  Score: Raw -311361.031377 + Penalty 2582.995536 = -308778.035841
  nChanged 7
		SP:Iteration 34Q (101412.330000 sec): 3 clusters
  Score: Raw -311366.164331 + Penalty 2582.995536 = -308783.168796
  nChanged 8
		SP:Iteration 35Q (101412.490000 sec): 3 clusters
  Score: Raw -311369.675026 + Penalty 2582.995536 = -308786.679490
  nChanged 5
		SP:Iteration 36Q (101412.680000 sec): 3 clusters
  Score: Raw -311372.758292 + Penalty 2582.995536 = -308789.762757
  nChanged 4
		SP:Iteration 37Q (101412.860000 sec): 3 clusters
  Score: Raw -311375.306580 + Penalty 2582.995536 = -308792.311045
  nChanged 7
		SP:Iteration 38Q (101413.070000 sec): 3 clusters
  Score: Raw -311378.754534 + Penalty 2582.995536 = -308795.758998
  nChanged 3
		SP:Iteration 39Q (101413.210000 sec): 3 clusters
  Score: Raw -311380.153470 + Penalty 2582.995536 = -308797.157934
  nChanged 3
		SP:Iteration 40F (101413.360000 sec): 3 clusters
  Score: Raw -311382.252141 + Penalty 2582.995536 = -308799.256605
  nChanged 3
		SP:Iteration 41Q (101413.480000 sec): 3 clusters
  Score: Raw -311384.599731 + Penalty 2582.995536 = -308801.604195
  nChanged 2
		SP:Iteration 42Q (101413.650000 sec): 3 clusters
  Score: Raw -311385.210639 + Penalty 2582.995536 = -308802.215103
  nChanged 1
		SP:Iteration 43Q (101413.800000 sec): 3 clusters
  Score: Raw -311385.796572 + Penalty 2582.995536 = -308802.801036
  nChanged 2
		SP:Iteration 44Q (101413.950000 sec): 3 clusters
  Score: Raw -311386.490981 + Penalty 2582.995536 = -308803.495446
  nChanged 1
		SP:Iteration 45Q (101414.140000 sec): 3 clusters
  Score: Raw -311387.143105 + Penalty 2582.995536 = -308804.147569
  nChanged 2
		SP:Iteration 46Q (101414.250000 sec): 3 clusters
  Score: Raw -311388.737404 + Penalty 2582.995536 = -308805.741869
  nChanged 0
		SP:Iteration 47F (101414.420000 sec): 3 clusters
  Score: Raw -311388.737404 + Penalty 2582.995536 = -308805.741869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (15360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101414.590000 sec): 2 clusters
  Score: Raw -1685526.633109 + Penalty 1566.422326 = -1683960.210783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101414.900000 sec): 3 clusters
  Score: Raw -1676484.377088 + Penalty 3132.844652 = -1673351.532436
  nChanged 6761
		SP:Iteration 1F (101415.130000 sec): 3 clusters
  Score: Raw -1680018.942641 + Penalty 3132.844652 = -1676886.097989
  nChanged 800
		SP:Iteration 2F (101415.420000 sec): 3 clusters
  Score: Raw -1680285.675106 + Penalty 3132.844652 = -1677152.830454
  nChanged 670
		SP:Iteration 3Q (101415.710000 sec): 3 clusters
  Score: Raw -1680487.345305 + Penalty 3132.844652 = -1677354.500653
  nChanged 540
		SP:Iteration 4Q (101415.940000 sec): 3 clusters
  Score: Raw -1680652.498400 + Penalty 3132.844652 = -1677519.653748
  nChanged 533
		SP:Iteration 5Q (101416.200000 sec): 3 clusters
  Score: Raw -1680837.919514 + Penalty 3132.844652 = -1677705.074862
  nChanged 529
		SP:Iteration 6Q (101416.450000 sec): 3 clusters
  Score: Raw -1681088.486155 + Penalty 3132.844652 = -1677955.641503
  nChanged 640
		SP:Iteration 7Q (101416.720000 sec): 3 clusters
  Score: Raw -1681481.702666 + Penalty 3132.844652 = -1678348.858014
  nChanged 800
		SP:Iteration 8F (101416.960000 sec): 3 clusters
  Score: Raw -1682090.754850 + Penalty 3132.844652 = -1678957.910198
  nChanged 994
		SP:Iteration 9F (101417.200000 sec): 3 clusters
  Score: Raw -1682907.653348 + Penalty 3132.844652 = -1679774.808696
  nChanged 1087
		SP:Iteration 10F (101417.490000 sec): 3 clusters
  Score: Raw -1683854.814679 + Penalty 3132.844652 = -1680721.970026
  nChanged 1094
		SP:Iteration 11F (101417.730000 sec): 3 clusters
  Score: Raw -1684810.338093 + Penalty 3132.844652 = -1681677.493441
  nChanged 875
		SP:Iteration 12F (101417.980000 sec): 3 clusters
  Score: Raw -1685516.364707 + Penalty 3132.844652 = -1682383.520055
  nChanged 616
		SP:Iteration 13Q (101418.260000 sec): 3 clusters
  Score: Raw -1685960.168812 + Penalty 3132.844652 = -1682827.324160
  nChanged 399
		SP:Iteration 14Q (101418.500000 sec): 3 clusters
  Score: Raw -1686214.003691 + Penalty 3132.844652 = -1683081.159039
  nChanged 260
		SP:Iteration 15Q (101418.780000 sec): 3 clusters
  Score: Raw -1686353.880604 + Penalty 3132.844652 = -1683221.035952
  nChanged 184
		SP:Iteration 16Q (101419.080000 sec): 3 clusters
  Score: Raw -1686421.562624 + Penalty 3132.844652 = -1683288.717971
  nChanged 118
		SP:Iteration 17Q (101419.340000 sec): 3 clusters
  Score: Raw -1686454.757337 + Penalty 3132.844652 = -1683321.912685
  nChanged 103
		SP:Iteration 18Q (101419.590000 sec): 3 clusters
  Score: Raw -1686478.973683 + Penalty 3132.844652 = -1683346.129031
  nChanged 72
		SP:Iteration 19Q (101419.810000 sec): 3 clusters
  Score: Raw -1686492.648720 + Penalty 3132.844652 = -1683359.804068
  nChanged 54
		SP:Iteration 20F (101420.110000 sec): 3 clusters
  Score: Raw -1686501.531676 + Penalty 3132.844652 = -1683368.687024
  nChanged 34
		SP:Iteration 21Q (101420.370000 sec): 3 clusters
  Score: Raw -1686506.357216 + Penalty 3132.844652 = -1683373.512564
  nChanged 28
		SP:Iteration 22Q (101420.590000 sec): 3 clusters
  Score: Raw -1686509.658160 + Penalty 3132.844652 = -1683376.813508
  nChanged 21
		SP:Iteration 23Q (101420.820000 sec): 3 clusters
  Score: Raw -1686512.225540 + Penalty 3132.844652 = -1683379.380888
  nChanged 17
		SP:Iteration 24Q (101421.090000 sec): 3 clusters
  Score: Raw -1686513.762725 + Penalty 3132.844652 = -1683380.918073
  nChanged 11
		SP:Iteration 25Q (101421.320000 sec): 3 clusters
  Score: Raw -1686514.638619 + Penalty 3132.844652 = -1683381.793967
  nChanged 5
		SP:Iteration 26Q (101421.600000 sec): 3 clusters
  Score: Raw -1686515.101765 + Penalty 3132.844652 = -1683382.257113
  nChanged 2
		SP:Iteration 27Q (101421.880000 sec): 3 clusters
  Score: Raw -1686515.222647 + Penalty 3132.844652 = -1683382.377995
  nChanged 3
		SP:Iteration 28Q (101422.140000 sec): 3 clusters
  Score: Raw -1686515.459200 + Penalty 3132.844652 = -1683382.614548
  nChanged 5
		SP:Iteration 29Q (101422.430000 sec): 3 clusters
  Score: Raw -1686515.850599 + Penalty 3132.844652 = -1683383.005946
  nChanged 5
		SP:Iteration 30Q (101422.660000 sec): 3 clusters
  Score: Raw -1686516.181609 + Penalty 3132.844652 = -1683383.336957
  nChanged 2
		SP:Iteration 31Q (101422.990000 sec): 3 clusters
  Score: Raw -1686516.338270 + Penalty 3132.844652 = -1683383.493618
  nChanged 0
		SP:Iteration 32F (101423.260000 sec): 3 clusters
  Score: Raw -1686516.338270 + Penalty 3132.844652 = -1683383.493618
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (9178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101423.340000 sec): 2 clusters
  Score: Raw -989837.617027 + Penalty 1482.741747 = -988354.875280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101423.540000 sec): 3 clusters
  Score: Raw -984702.238484 + Penalty 2965.483493 = -981736.754990
  nChanged 3966
		SP:Iteration 1F (101423.710000 sec): 3 clusters
  Score: Raw -986994.113620 + Penalty 2965.483493 = -984028.630127
  nChanged 704
		SP:Iteration 2F (101423.920000 sec): 3 clusters
  Score: Raw -987453.417962 + Penalty 2965.483493 = -984487.934469
  nChanged 643
		SP:Iteration 3F (101424.140000 sec): 3 clusters
  Score: Raw -987886.732713 + Penalty 2965.483493 = -984921.249220
  nChanged 590
		SP:Iteration 4F (101424.340000 sec): 3 clusters
  Score: Raw -988283.660946 + Penalty 2965.483493 = -985318.177452
  nChanged 537
		SP:Iteration 5F (101424.560000 sec): 3 clusters
  Score: Raw -988663.152093 + Penalty 2965.483493 = -985697.668600
  nChanged 479
		SP:Iteration 6F (101424.780000 sec): 3 clusters
  Score: Raw -988980.949015 + Penalty 2965.483493 = -986015.465522
  nChanged 412
		SP:Iteration 7Q (101425.000000 sec): 3 clusters
  Score: Raw -989203.814958 + Penalty 2965.483493 = -986238.331464
  nChanged 330
		SP:Iteration 8Q (101425.220000 sec): 3 clusters
  Score: Raw -989353.561483 + Penalty 2965.483493 = -986388.077990
  nChanged 261
		SP:Iteration 9Q (101425.450000 sec): 3 clusters
  Score: Raw -989449.420032 + Penalty 2965.483493 = -986483.936539
  nChanged 183
		SP:Iteration 10Q (101425.620000 sec): 3 clusters
  Score: Raw -989501.613303 + Penalty 2965.483493 = -986536.129810
  nChanged 134
		SP:Iteration 11Q (101425.830000 sec): 3 clusters
  Score: Raw -989537.243703 + Penalty 2965.483493 = -986571.760210
  nChanged 109
		SP:Iteration 12Q (101426.010000 sec): 3 clusters
  Score: Raw -989564.141948 + Penalty 2965.483493 = -986598.658455
  nChanged 105
		SP:Iteration 13Q (101426.240000 sec): 3 clusters
  Score: Raw -989591.638047 + Penalty 2965.483493 = -986626.154554
  nChanged 86
		SP:Iteration 14Q (101426.440000 sec): 3 clusters
  Score: Raw -989612.964085 + Penalty 2965.483493 = -986647.480591
  nChanged 81
		SP:Iteration 15Q (101426.700000 sec): 3 clusters
  Score: Raw -989636.683221 + Penalty 2965.483493 = -986671.199728
  nChanged 92
		SP:Iteration 16Q (101426.870000 sec): 3 clusters
  Score: Raw -989689.962796 + Penalty 2965.483493 = -986724.479303
  nChanged 124
		SP:Iteration 17Q (101427.120000 sec): 3 clusters
  Score: Raw -989792.607054 + Penalty 2965.483493 = -986827.123560
  nChanged 159
		SP:Iteration 18Q (101427.310000 sec): 3 clusters
  Score: Raw -989921.192951 + Penalty 2965.483493 = -986955.709457
  nChanged 170
		SP:Iteration 19Q (101427.500000 sec): 3 clusters
  Score: Raw -990024.382757 + Penalty 2965.483493 = -987058.899264
  nChanged 140
		SP:Iteration 20F (101427.720000 sec): 3 clusters
  Score: Raw -990079.668852 + Penalty 2965.483493 = -987114.185359
  nChanged 105
		SP:Iteration 21Q (101427.910000 sec): 3 clusters
  Score: Raw -990106.241914 + Penalty 2965.483493 = -987140.758421
  nChanged 77
		SP:Iteration 22Q (101428.110000 sec): 3 clusters
  Score: Raw -990120.014104 + Penalty 2965.483493 = -987154.530611
  nChanged 45
		SP:Iteration 23Q (101428.330000 sec): 3 clusters
  Score: Raw -990128.960824 + Penalty 2965.483493 = -987163.477331
  nChanged 30
		SP:Iteration 24Q (101428.520000 sec): 3 clusters
  Score: Raw -990133.741683 + Penalty 2965.483493 = -987168.258189
  nChanged 25
		SP:Iteration 25Q (101428.740000 sec): 3 clusters
  Score: Raw -990136.944959 + Penalty 2965.483493 = -987171.461466
  nChanged 18
		SP:Iteration 26Q (101428.910000 sec): 3 clusters
  Score: Raw -990139.813211 + Penalty 2965.483493 = -987174.329717
  nChanged 17
		SP:Iteration 27Q (101429.150000 sec): 3 clusters
  Score: Raw -990142.184159 + Penalty 2965.483493 = -987176.700666
  nChanged 11
		SP:Iteration 28Q (101429.360000 sec): 3 clusters
  Score: Raw -990144.176097 + Penalty 2965.483493 = -987178.692603
  nChanged 13
		SP:Iteration 29Q (101429.580000 sec): 3 clusters
  Score: Raw -990146.400788 + Penalty 2965.483493 = -987180.917294
  nChanged 13
		SP:Iteration 30Q (101429.810000 sec): 3 clusters
  Score: Raw -990148.337681 + Penalty 2965.483493 = -987182.854187
  nChanged 12
		SP:Iteration 31Q (101430.020000 sec): 3 clusters
  Score: Raw -990149.844473 + Penalty 2965.483493 = -987184.360979
  nChanged 12
		SP:Iteration 32Q (101430.240000 sec): 3 clusters
  Score: Raw -990151.131346 + Penalty 2965.483493 = -987185.647853
  nChanged 13
		SP:Iteration 33Q (101430.430000 sec): 3 clusters
  Score: Raw -990152.374684 + Penalty 2965.483493 = -987186.891191
  nChanged 8
		SP:Iteration 34Q (101430.650000 sec): 3 clusters
  Score: Raw -990153.448645 + Penalty 2965.483493 = -987187.965151
  nChanged 5
		SP:Iteration 35Q (101430.800000 sec): 3 clusters
  Score: Raw -990153.854175 + Penalty 2965.483493 = -987188.370681
  nChanged 1
		SP:Iteration 36Q (101431.040000 sec): 3 clusters
  Score: Raw -990153.945934 + Penalty 2965.483493 = -987188.462440
  nChanged 0
		SP:Iteration 37F (101431.260000 sec): 3 clusters
  Score: Raw -990153.945934 + Penalty 2965.483493 = -987188.462440
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (18759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101431.430000 sec): 2 clusters
  Score: Raw -2015327.789478 + Penalty 1598.907199 = -2013728.882279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101431.670000 sec): 3 clusters
  Score: Raw -2004081.544233 + Penalty 3197.814398 = -2000883.729835
  nChanged 8436
		SP:Iteration 1F (101431.890000 sec): 3 clusters
  Score: Raw -2008935.153115 + Penalty 3197.814398 = -2005737.338717
  nChanged 1196
		SP:Iteration 2F (101432.140000 sec): 3 clusters
  Score: Raw -2009539.778550 + Penalty 3197.814398 = -2006341.964152
  nChanged 1192
		SP:Iteration 3F (101432.360000 sec): 3 clusters
  Score: Raw -2010208.380966 + Penalty 3197.814398 = -2007010.566568
  nChanged 1204
		SP:Iteration 4F (101432.620000 sec): 3 clusters
  Score: Raw -2010984.149288 + Penalty 3197.814398 = -2007786.334891
  nChanged 1209
		SP:Iteration 5F (101432.890000 sec): 3 clusters
  Score: Raw -2011825.050680 + Penalty 3197.814398 = -2008627.236282
  nChanged 1147
		SP:Iteration 6F (101433.160000 sec): 3 clusters
  Score: Raw -2012587.122192 + Penalty 3197.814398 = -2009389.307794
  nChanged 1012
		SP:Iteration 7F (101433.400000 sec): 3 clusters
  Score: Raw -2013204.380064 + Penalty 3197.814398 = -2010006.565666
  nChanged 804
		SP:Iteration 8Q (101433.630000 sec): 3 clusters
  Score: Raw -2013639.856265 + Penalty 3197.814398 = -2010442.041868
  nChanged 637
		SP:Iteration 9Q (101433.830000 sec): 3 clusters
  Score: Raw -2013926.146192 + Penalty 3197.814398 = -2010728.331794
  nChanged 499
		SP:Iteration 10Q (101434.080000 sec): 3 clusters
  Score: Raw -2014123.598591 + Penalty 3197.814398 = -2010925.784193
  nChanged 405
		SP:Iteration 11Q (101434.320000 sec): 3 clusters
  Score: Raw -2014259.577382 + Penalty 3197.814398 = -2011061.762984
  nChanged 282
		SP:Iteration 12Q (101434.590000 sec): 3 clusters
  Score: Raw -2014359.406513 + Penalty 3197.814398 = -2011161.592115
  nChanged 273
		SP:Iteration 13Q (101434.870000 sec): 3 clusters
  Score: Raw -2014469.797698 + Penalty 3197.814398 = -2011271.983300
  nChanged 279
		SP:Iteration 14Q (101435.110000 sec): 3 clusters
  Score: Raw -2014598.476226 + Penalty 3197.814398 = -2011400.661828
  nChanged 286
		SP:Iteration 15Q (101435.350000 sec): 3 clusters
  Score: Raw -2014768.119336 + Penalty 3197.814398 = -2011570.304938
  nChanged 282
		SP:Iteration 16Q (101435.620000 sec): 3 clusters
  Score: Raw -2014979.571114 + Penalty 3197.814398 = -2011781.756716
  nChanged 269
		SP:Iteration 17Q (101435.830000 sec): 3 clusters
  Score: Raw -2015209.855812 + Penalty 3197.814398 = -2012012.041414
  nChanged 278
		SP:Iteration 18Q (101436.110000 sec): 3 clusters
  Score: Raw -2015439.263357 + Penalty 3197.814398 = -2012241.448959
  nChanged 255
		SP:Iteration 19Q (101436.310000 sec): 3 clusters
  Score: Raw -2015628.749399 + Penalty 3197.814398 = -2012430.935002
  nChanged 259
		SP:Iteration 20F (101436.610000 sec): 3 clusters
  Score: Raw -2015805.455549 + Penalty 3197.814398 = -2012607.641152
  nChanged 254
		SP:Iteration 21Q (101436.810000 sec): 3 clusters
  Score: Raw -2015947.013225 + Penalty 3197.814398 = -2012749.198827
  nChanged 226
		SP:Iteration 22Q (101437.060000 sec): 3 clusters
  Score: Raw -2016059.522967 + Penalty 3197.814398 = -2012861.708569
  nChanged 180
		SP:Iteration 23Q (101437.310000 sec): 3 clusters
  Score: Raw -2016149.523692 + Penalty 3197.814398 = -2012951.709294
  nChanged 203
		SP:Iteration 24Q (101437.570000 sec): 3 clusters
  Score: Raw -2016242.703830 + Penalty 3197.814398 = -2013044.889432
  nChanged 187
		SP:Iteration 25Q (101437.830000 sec): 3 clusters
  Score: Raw -2016311.745164 + Penalty 3197.814398 = -2013113.930766
  nChanged 147
		SP:Iteration 26Q (101438.130000 sec): 3 clusters
  Score: Raw -2016365.091661 + Penalty 3197.814398 = -2013167.277264
  nChanged 145
		SP:Iteration 27Q (101438.350000 sec): 3 clusters
  Score: Raw -2016410.016081 + Penalty 3197.814398 = -2013212.201683
  nChanged 112
		SP:Iteration 28Q (101438.580000 sec): 3 clusters
  Score: Raw -2016442.105493 + Penalty 3197.814398 = -2013244.291095
  nChanged 112
		SP:Iteration 29Q (101438.840000 sec): 3 clusters
  Score: Raw -2016474.610958 + Penalty 3197.814398 = -2013276.796560
  nChanged 112
		SP:Iteration 30Q (101439.090000 sec): 3 clusters
  Score: Raw -2016506.345708 + Penalty 3197.814398 = -2013308.531310
  nChanged 96
		SP:Iteration 31Q (101439.380000 sec): 3 clusters
  Score: Raw -2016530.154509 + Penalty 3197.814398 = -2013332.340112
  nChanged 101
		SP:Iteration 32Q (101439.610000 sec): 3 clusters
  Score: Raw -2016557.888095 + Penalty 3197.814398 = -2013360.073697
  nChanged 95
		SP:Iteration 33Q (101439.850000 sec): 3 clusters
  Score: Raw -2016581.404265 + Penalty 3197.814398 = -2013383.589868
  nChanged 79
		SP:Iteration 34Q (101440.120000 sec): 3 clusters
  Score: Raw -2016599.585668 + Penalty 3197.814398 = -2013401.771270
  nChanged 94
		SP:Iteration 35Q (101440.390000 sec): 3 clusters
  Score: Raw -2016621.785669 + Penalty 3197.814398 = -2013423.971271
  nChanged 81
		SP:Iteration 36Q (101440.620000 sec): 3 clusters
  Score: Raw -2016640.119682 + Penalty 3197.814398 = -2013442.305284
  nChanged 76
		SP:Iteration 37Q (101440.860000 sec): 3 clusters
  Score: Raw -2016657.252662 + Penalty 3197.814398 = -2013459.438264
  nChanged 65
		SP:Iteration 38Q (101441.120000 sec): 3 clusters
  Score: Raw -2016672.495150 + Penalty 3197.814398 = -2013474.680752
  nChanged 71
		SP:Iteration 39Q (101441.420000 sec): 3 clusters
  Score: Raw -2016688.777329 + Penalty 3197.814398 = -2013490.962932
  nChanged 82
		SP:Iteration 40F (101441.660000 sec): 3 clusters
  Score: Raw -2016707.612330 + Penalty 3197.814398 = -2013509.797933
  nChanged 84
		SP:Iteration 41Q (101441.860000 sec): 3 clusters
  Score: Raw -2016728.327056 + Penalty 3197.814398 = -2013530.512658
  nChanged 104
		SP:Iteration 42Q (101442.150000 sec): 3 clusters
  Score: Raw -2016752.916390 + Penalty 3197.814398 = -2013555.101993
  nChanged 91
		SP:Iteration 43Q (101442.390000 sec): 3 clusters
  Score: Raw -2016778.687955 + Penalty 3197.814398 = -2013580.873557
  nChanged 109
		SP:Iteration 44Q (101442.640000 sec): 3 clusters
  Score: Raw -2016813.300075 + Penalty 3197.814398 = -2013615.485677
  nChanged 122
		SP:Iteration 45Q (101442.910000 sec): 3 clusters
  Score: Raw -2016853.355304 + Penalty 3197.814398 = -2013655.540906
  nChanged 126
		SP:Iteration 46Q (101443.190000 sec): 3 clusters
  Score: Raw -2016891.463295 + Penalty 3197.814398 = -2013693.648897
  nChanged 132
		SP:Iteration 47Q (101443.440000 sec): 3 clusters
  Score: Raw -2016935.929375 + Penalty 3197.814398 = -2013738.114978
  nChanged 143
		SP:Iteration 48Q (101443.710000 sec): 3 clusters
  Score: Raw -2016984.702223 + Penalty 3197.814398 = -2013786.887825
  nChanged 148
		SP:Iteration 49Q (101443.940000 sec): 3 clusters
  Score: Raw -2017043.359503 + Penalty 3197.814398 = -2013845.545106
  nChanged 163
		SP:Iteration 50Q (101444.190000 sec): 3 clusters
  Score: Raw -2017121.753079 + Penalty 3197.814398 = -2013923.938681
  nChanged 191
		SP:Iteration 51Q (101444.450000 sec): 3 clusters
  Score: Raw -2017224.626723 + Penalty 3197.814398 = -2014026.812325
  nChanged 207
		SP:Iteration 52Q (101444.700000 sec): 3 clusters
  Score: Raw -2017333.468959 + Penalty 3197.814398 = -2014135.654561
  nChanged 224
		SP:Iteration 53Q (101444.970000 sec): 3 clusters
  Score: Raw -2017448.128095 + Penalty 3197.814398 = -2014250.313697
  nChanged 224
		SP:Iteration 54Q (101445.200000 sec): 3 clusters
  Score: Raw -2017546.155834 + Penalty 3197.814398 = -2014348.341436
  nChanged 186
		SP:Iteration 55Q (101445.430000 sec): 3 clusters
  Score: Raw -2017617.138656 + Penalty 3197.814398 = -2014419.324258
  nChanged 140
		SP:Iteration 56Q (101445.700000 sec): 3 clusters
  Score: Raw -2017669.337193 + Penalty 3197.814398 = -2014471.522795
  nChanged 121
		SP:Iteration 57Q (101446.020000 sec): 3 clusters
  Score: Raw -2017699.976625 + Penalty 3197.814398 = -2014502.162227
  nChanged 84
		SP:Iteration 58Q (101446.260000 sec): 3 clusters
  Score: Raw -2017717.803071 + Penalty 3197.814398 = -2014519.988674
  nChanged 53
		SP:Iteration 59Q (101446.540000 sec): 3 clusters
  Score: Raw -2017730.190863 + Penalty 3197.814398 = -2014532.376466
  nChanged 47
		SP:Iteration 60F (101446.880000 sec): 3 clusters
  Score: Raw -2017819.993092 + Penalty 3197.814398 = -2014622.178694
  nChanged 112
		SP:Iteration 61Q (101447.130000 sec): 3 clusters
  Score: Raw -2017879.429378 + Penalty 3197.814398 = -2014681.614980
  nChanged 127
		SP:Iteration 62Q (101447.410000 sec): 3 clusters
  Score: Raw -2017916.105095 + Penalty 3197.814398 = -2014718.290697
  nChanged 102
		SP:Iteration 63Q (101447.730000 sec): 3 clusters
  Score: Raw -2017939.454494 + Penalty 3197.814398 = -2014741.640096
  nChanged 86
		SP:Iteration 64Q (101448.030000 sec): 3 clusters
  Score: Raw -2017952.977301 + Penalty 3197.814398 = -2014755.162903
  nChanged 68
		SP:Iteration 65Q (101448.270000 sec): 3 clusters
  Score: Raw -2017961.736727 + Penalty 3197.814398 = -2014763.922329
  nChanged 54
		SP:Iteration 66Q (101448.520000 sec): 3 clusters
  Score: Raw -2017968.727236 + Penalty 3197.814398 = -2014770.912839
  nChanged 57
		SP:Iteration 67Q (101448.800000 sec): 3 clusters
  Score: Raw -2017976.813082 + Penalty 3197.814398 = -2014778.998684
  nChanged 58
		SP:Iteration 68Q (101449.070000 sec): 3 clusters
  Score: Raw -2017984.841766 + Penalty 3197.814398 = -2014787.027369
  nChanged 52
		SP:Iteration 69Q (101449.290000 sec): 3 clusters
  Score: Raw -2017991.575801 + Penalty 3197.814398 = -2014793.761403
  nChanged 47
		SP:Iteration 70Q (101449.540000 sec): 3 clusters
  Score: Raw -2017997.063180 + Penalty 3197.814398 = -2014799.248783
  nChanged 41
		SP:Iteration 71Q (101449.800000 sec): 3 clusters
  Score: Raw -2018002.030565 + Penalty 3197.814398 = -2014804.216167
  nChanged 34
		SP:Iteration 72Q (101450.040000 sec): 3 clusters
  Score: Raw -2018005.772367 + Penalty 3197.814398 = -2014807.957970
  nChanged 30
		SP:Iteration 73Q (101450.320000 sec): 3 clusters
  Score: Raw -2018008.701110 + Penalty 3197.814398 = -2014810.886712
  nChanged 18
		SP:Iteration 74Q (101450.620000 sec): 3 clusters
  Score: Raw -2018010.293014 + Penalty 3197.814398 = -2014812.478616
  nChanged 9
		SP:Iteration 75Q (101450.900000 sec): 3 clusters
  Score: Raw -2018011.407160 + Penalty 3197.814398 = -2014813.592762
  nChanged 13
		SP:Iteration 76Q (101451.170000 sec): 3 clusters
  Score: Raw -2018012.504597 + Penalty 3197.814398 = -2014814.690199
  nChanged 6
		SP:Iteration 77Q (101451.410000 sec): 3 clusters
  Score: Raw -2018012.984555 + Penalty 3197.814398 = -2014815.170157
  nChanged 5
		SP:Iteration 78Q (101451.670000 sec): 3 clusters
  Score: Raw -2018013.347406 + Penalty 3197.814398 = -2014815.533008
  nChanged 3
		SP:Iteration 79Q (101451.930000 sec): 3 clusters
  Score: Raw -2018013.526439 + Penalty 3197.814398 = -2014815.712041
  nChanged 3
		SP:Iteration 80F (101452.190000 sec): 3 clusters
  Score: Raw -2018013.724346 + Penalty 3197.814398 = -2014815.909948
  nChanged 2
		SP:Iteration 81Q (101452.430000 sec): 3 clusters
  Score: Raw -2018013.775227 + Penalty 3197.814398 = -2014815.960829
  nChanged 2
		SP:Iteration 82Q (101452.730000 sec): 3 clusters
  Score: Raw -2018013.849740 + Penalty 3197.814398 = -2014816.035342
  nChanged 3
		SP:Iteration 83Q (101452.990000 sec): 3 clusters
  Score: Raw -2018014.025193 + Penalty 3197.814398 = -2014816.210795
  nChanged 4
		SP:Iteration 84Q (101453.330000 sec): 3 clusters
  Score: Raw -2018014.195621 + Penalty 3197.814398 = -2014816.381223
  nChanged 2
		SP:Iteration 85Q (101453.560000 sec): 3 clusters
  Score: Raw -2018014.413050 + Penalty 3197.814398 = -2014816.598652
  nChanged 3
		SP:Iteration 86Q (101453.810000 sec): 3 clusters
  Score: Raw -2018014.545977 + Penalty 3197.814398 = -2014816.731579
  nChanged 1
		SP:Iteration 87Q (101454.090000 sec): 3 clusters
  Score: Raw -2018014.606837 + Penalty 3197.814398 = -2014816.792439
  nChanged 0
		SP:Iteration 88F (101454.360000 sec): 3 clusters
  Score: Raw -2018014.606837 + Penalty 3197.814398 = -2014816.792439
  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 9.05 GB.

 Trying to split cluster 51 (11185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101454.510000 sec): 2 clusters
  Score: Raw -1091180.619811 + Penalty 1514.878442 = -1089665.741369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101454.750000 sec): 3 clusters
  Score: Raw -1084957.368214 + Penalty 3029.756884 = -1081927.611329
  nChanged 4854
		SP:Iteration 1F (101454.990000 sec): 3 clusters
  Score: Raw -1088268.303182 + Penalty 3029.756884 = -1085238.546298
  nChanged 1083
		SP:Iteration 2F (101455.230000 sec): 3 clusters
  Score: Raw -1089178.059256 + Penalty 3029.756884 = -1086148.302372
  nChanged 915
		SP:Iteration 3F (101455.430000 sec): 3 clusters
  Score: Raw -1090046.027995 + Penalty 3029.756884 = -1087016.271111
  nChanged 831
		SP:Iteration 4F (101455.680000 sec): 3 clusters
  Score: Raw -1090800.774860 + Penalty 3029.756884 = -1087771.017976
  nChanged 663
		SP:Iteration 5F (101455.910000 sec): 3 clusters
  Score: Raw -1091297.951962 + Penalty 3029.756884 = -1088268.195078
  nChanged 502
		SP:Iteration 6Q (101456.120000 sec): 3 clusters
  Score: Raw -1091619.892090 + Penalty 3029.756884 = -1088590.135206
  nChanged 385
		SP:Iteration 7Q (101456.310000 sec): 3 clusters
  Score: Raw -1091851.877218 + Penalty 3029.756884 = -1088822.120334
  nChanged 340
		SP:Iteration 8Q (101456.510000 sec): 3 clusters
  Score: Raw -1092017.456713 + Penalty 3029.756884 = -1088987.699829
  nChanged 279
		SP:Iteration 9Q (101456.720000 sec): 3 clusters
  Score: Raw -1092151.053111 + Penalty 3029.756884 = -1089121.296227
  nChanged 227
		SP:Iteration 10Q (101456.940000 sec): 3 clusters
  Score: Raw -1092250.009403 + Penalty 3029.756884 = -1089220.252519
  nChanged 179
		SP:Iteration 11Q (101457.170000 sec): 3 clusters
  Score: Raw -1092339.048391 + Penalty 3029.756884 = -1089309.291507
  nChanged 190
		SP:Iteration 12Q (101457.380000 sec): 3 clusters
  Score: Raw -1092442.204521 + Penalty 3029.756884 = -1089412.447637
  nChanged 189
		SP:Iteration 13Q (101457.550000 sec): 3 clusters
  Score: Raw -1092532.665420 + Penalty 3029.756884 = -1089502.908536
  nChanged 150
		SP:Iteration 14Q (101457.800000 sec): 3 clusters
  Score: Raw -1092591.347036 + Penalty 3029.756884 = -1089561.590151
  nChanged 113
		SP:Iteration 15Q (101458.020000 sec): 3 clusters
  Score: Raw -1092643.397971 + Penalty 3029.756884 = -1089613.641087
  nChanged 107
		SP:Iteration 16Q (101458.240000 sec): 3 clusters
  Score: Raw -1092686.558827 + Penalty 3029.756884 = -1089656.801943
  nChanged 90
		SP:Iteration 17Q (101458.470000 sec): 3 clusters
  Score: Raw -1092725.760056 + Penalty 3029.756884 = -1089696.003172
  nChanged 85
		SP:Iteration 18Q (101458.690000 sec): 3 clusters
  Score: Raw -1092753.086285 + Penalty 3029.756884 = -1089723.329401
  nChanged 60
		SP:Iteration 19Q (101458.980000 sec): 3 clusters
  Score: Raw -1092779.429896 + Penalty 3029.756884 = -1089749.673012
  nChanged 38
		SP:Iteration 20F (101459.180000 sec): 3 clusters
  Score: Raw -1092794.712652 + Penalty 3029.756884 = -1089764.955768
  nChanged 45
		SP:Iteration 21Q (101459.420000 sec): 3 clusters
  Score: Raw -1092809.592307 + Penalty 3029.756884 = -1089779.835423
  nChanged 46
		SP:Iteration 22Q (101459.620000 sec): 3 clusters
  Score: Raw -1092818.176445 + Penalty 3029.756884 = -1089788.419561
  nChanged 39
		SP:Iteration 23Q (101459.880000 sec): 3 clusters
  Score: Raw -1092824.697885 + Penalty 3029.756884 = -1089794.941001
  nChanged 31
		SP:Iteration 24Q (101460.100000 sec): 3 clusters
  Score: Raw -1092829.625030 + Penalty 3029.756884 = -1089799.868145
  nChanged 22
		SP:Iteration 25Q (101460.300000 sec): 3 clusters
  Score: Raw -1092833.779464 + Penalty 3029.756884 = -1089804.022580
  nChanged 24
		SP:Iteration 26Q (101460.530000 sec): 3 clusters
  Score: Raw -1092837.034583 + Penalty 3029.756884 = -1089807.277699
  nChanged 20
		SP:Iteration 27Q (101460.740000 sec): 3 clusters
  Score: Raw -1092838.928557 + Penalty 3029.756884 = -1089809.171673
  nChanged 13
		SP:Iteration 28Q (101460.970000 sec): 3 clusters
  Score: Raw -1092840.798537 + Penalty 3029.756884 = -1089811.041653
  nChanged 17
		SP:Iteration 29Q (101461.160000 sec): 3 clusters
  Score: Raw -1092842.309566 + Penalty 3029.756884 = -1089812.552682
  nChanged 8
		SP:Iteration 30Q (101461.350000 sec): 3 clusters
  Score: Raw -1092843.427673 + Penalty 3029.756884 = -1089813.670789
  nChanged 7
		SP:Iteration 31Q (101461.570000 sec): 3 clusters
  Score: Raw -1092844.833294 + Penalty 3029.756884 = -1089815.076410
  nChanged 9
		SP:Iteration 32Q (101461.810000 sec): 3 clusters
  Score: Raw -1092845.694013 + Penalty 3029.756884 = -1089815.937129
  nChanged 6
		SP:Iteration 33Q (101461.990000 sec): 3 clusters
  Score: Raw -1092846.285949 + Penalty 3029.756884 = -1089816.529065
  nChanged 4
		SP:Iteration 34Q (101462.230000 sec): 3 clusters
  Score: Raw -1092846.495006 + Penalty 3029.756884 = -1089816.738122
  nChanged 3
		SP:Iteration 35Q (101462.420000 sec): 3 clusters
  Score: Raw -1092846.894794 + Penalty 3029.756884 = -1089817.137910
  nChanged 5
		SP:Iteration 36Q (101462.630000 sec): 3 clusters
  Score: Raw -1092847.264572 + Penalty 3029.756884 = -1089817.507688
  nChanged 4
		SP:Iteration 37Q (101462.850000 sec): 3 clusters
  Score: Raw -1092847.480880 + Penalty 3029.756884 = -1089817.723996
  nChanged 3
		SP:Iteration 38Q (101463.070000 sec): 3 clusters
  Score: Raw -1092847.752795 + Penalty 3029.756884 = -1089817.995911
  nChanged 5
		SP:Iteration 39Q (101463.290000 sec): 3 clusters
  Score: Raw -1092848.357598 + Penalty 3029.756884 = -1089818.600714
  nChanged 5
		SP:Iteration 40F (101463.490000 sec): 3 clusters
  Score: Raw -1092848.795156 + Penalty 3029.756884 = -1089819.038272
  nChanged 4
		SP:Iteration 41Q (101463.690000 sec): 3 clusters
  Score: Raw -1092849.304199 + Penalty 3029.756884 = -1089819.547315
  nChanged 4
		SP:Iteration 42Q (101463.890000 sec): 3 clusters
  Score: Raw -1092849.665439 + Penalty 3029.756884 = -1089819.908555
  nChanged 4
		SP:Iteration 43Q (101464.110000 sec): 3 clusters
  Score: Raw -1092850.063186 + Penalty 3029.756884 = -1089820.306302
  nChanged 4
		SP:Iteration 44Q (101464.340000 sec): 3 clusters
  Score: Raw -1092850.448319 + Penalty 3029.756884 = -1089820.691435
  nChanged 3
		SP:Iteration 45Q (101464.600000 sec): 3 clusters
  Score: Raw -1092850.722328 + Penalty 3029.756884 = -1089820.965444
  nChanged 2
		SP:Iteration 46Q (101464.790000 sec): 3 clusters
  Score: Raw -1092850.808817 + Penalty 3029.756884 = -1089821.051933
  nChanged 1
		SP:Iteration 47Q (101465.000000 sec): 3 clusters
  Score: Raw -1092850.843370 + Penalty 3029.756884 = -1089821.086486
  nChanged 1
		SP:Iteration 48Q (101465.240000 sec): 3 clusters
  Score: Raw -1092850.870698 + Penalty 3029.756884 = -1089821.113814
  nChanged 1
		SP:Iteration 49Q (101465.470000 sec): 3 clusters
  Score: Raw -1092850.927992 + Penalty 3029.756884 = -1089821.171108
  nChanged 1
		SP:Iteration 50Q (101465.690000 sec): 3 clusters
  Score: Raw -1092850.974401 + Penalty 3029.756884 = -1089821.217517
  nChanged 0
		SP:Iteration 51F (101465.910000 sec): 3 clusters
  Score: Raw -1092850.974401 + Penalty 3029.756884 = -1089821.217517
  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 9.05 GB.

 Trying to split cluster 52 (8848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101466.040000 sec): 2 clusters
  Score: Raw -986009.234077 + Penalty 1476.791343 = -984532.442734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101466.250000 sec): 3 clusters
  Score: Raw -981040.913395 + Penalty 2953.582685 = -978087.330710
  nChanged 3815
		SP:Iteration 1F (101466.400000 sec): 3 clusters
  Score: Raw -983123.804428 + Penalty 2953.582685 = -980170.221743
  nChanged 536
		SP:Iteration 2F (101466.580000 sec): 3 clusters
  Score: Raw -983338.982995 + Penalty 2953.582685 = -980385.400310
  nChanged 418
		SP:Iteration 3Q (101466.760000 sec): 3 clusters
  Score: Raw -983514.288667 + Penalty 2953.582685 = -980560.705982
  nChanged 365
		SP:Iteration 4Q (101466.980000 sec): 3 clusters
  Score: Raw -983647.569685 + Penalty 2953.582685 = -980693.987000
  nChanged 291
		SP:Iteration 5Q (101467.160000 sec): 3 clusters
  Score: Raw -983761.951908 + Penalty 2953.582685 = -980808.369223
  nChanged 311
		SP:Iteration 6Q (101467.280000 sec): 3 clusters
  Score: Raw -983903.741665 + Penalty 2953.582685 = -980950.158980
  nChanged 307
		SP:Iteration 7Q (101467.480000 sec): 3 clusters
  Score: Raw -984060.942925 + Penalty 2953.582685 = -981107.360240
  nChanged 328
		SP:Iteration 8Q (101467.720000 sec): 3 clusters
  Score: Raw -984237.103300 + Penalty 2953.582685 = -981283.520614
  nChanged 326
		SP:Iteration 9Q (101467.930000 sec): 3 clusters
  Score: Raw -984415.800718 + Penalty 2953.582685 = -981462.218033
  nChanged 313
		SP:Iteration 10Q (101468.170000 sec): 3 clusters
  Score: Raw -984600.741297 + Penalty 2953.582685 = -981647.158612
  nChanged 330
		SP:Iteration 11Q (101468.420000 sec): 3 clusters
  Score: Raw -984810.417444 + Penalty 2953.582685 = -981856.834759
  nChanged 313
		SP:Iteration 12Q (101468.630000 sec): 3 clusters
  Score: Raw -985028.098280 + Penalty 2953.582685 = -982074.515595
  nChanged 278
		SP:Iteration 13Q (101468.830000 sec): 3 clusters
  Score: Raw -985240.197111 + Penalty 2953.582685 = -982286.614426
  nChanged 251
		SP:Iteration 14Q (101469.060000 sec): 3 clusters
  Score: Raw -985416.322118 + Penalty 2953.582685 = -982462.739432
  nChanged 215
		SP:Iteration 15Q (101469.260000 sec): 3 clusters
  Score: Raw -985553.135635 + Penalty 2953.582685 = -982599.552950
  nChanged 179
		SP:Iteration 16Q (101469.470000 sec): 3 clusters
  Score: Raw -985682.849400 + Penalty 2953.582685 = -982729.266715
  nChanged 148
		SP:Iteration 17Q (101469.650000 sec): 3 clusters
  Score: Raw -985795.747368 + Penalty 2953.582685 = -982842.164683
  nChanged 135
		SP:Iteration 18Q (101469.890000 sec): 3 clusters
  Score: Raw -985900.742728 + Penalty 2953.582685 = -982947.160043
  nChanged 93
		SP:Iteration 19Q (101470.070000 sec): 3 clusters
  Score: Raw -985973.162292 + Penalty 2953.582685 = -983019.579607
  nChanged 75
		SP:Iteration 20F (101470.310000 sec): 3 clusters
  Score: Raw -986028.764410 + Penalty 2953.582685 = -983075.181725
  nChanged 54
		SP:Iteration 21Q (101470.490000 sec): 3 clusters
  Score: Raw -986083.291319 + Penalty 2953.582685 = -983129.708634
  nChanged 47
		SP:Iteration 22Q (101470.670000 sec): 3 clusters
  Score: Raw -986120.329417 + Penalty 2953.582685 = -983166.746732
  nChanged 45
		SP:Iteration 23Q (101470.910000 sec): 3 clusters
  Score: Raw -986155.550123 + Penalty 2953.582685 = -983201.967438
  nChanged 39
		SP:Iteration 24Q (101471.070000 sec): 3 clusters
  Score: Raw -986179.353541 + Penalty 2953.582685 = -983225.770856
  nChanged 19
		SP:Iteration 25Q (101471.330000 sec): 3 clusters
  Score: Raw -986192.091225 + Penalty 2953.582685 = -983238.508540
  nChanged 25
		SP:Iteration 26Q (101471.520000 sec): 3 clusters
  Score: Raw -986208.815542 + Penalty 2953.582685 = -983255.232857
  nChanged 17
		SP:Iteration 27Q (101471.730000 sec): 3 clusters
  Score: Raw -986219.809518 + Penalty 2953.582685 = -983266.226833
  nChanged 12
		SP:Iteration 28Q (101471.950000 sec): 3 clusters
  Score: Raw -986225.313119 + Penalty 2953.582685 = -983271.730433
  nChanged 10
		SP:Iteration 29Q (101472.150000 sec): 3 clusters
  Score: Raw -986231.194834 + Penalty 2953.582685 = -983277.612149
  nChanged 5
		SP:Iteration 30Q (101472.340000 sec): 3 clusters
  Score: Raw -986234.624557 + Penalty 2953.582685 = -983281.041871
  nChanged 12
		SP:Iteration 31Q (101472.560000 sec): 3 clusters
  Score: Raw -986242.442823 + Penalty 2953.582685 = -983288.860138
  nChanged 8
		SP:Iteration 32Q (101472.790000 sec): 3 clusters
  Score: Raw -986246.584178 + Penalty 2953.582685 = -983293.001493
  nChanged 7
		SP:Iteration 33Q (101472.970000 sec): 3 clusters
  Score: Raw -986250.199937 + Penalty 2953.582685 = -983296.617252
  nChanged 4
		SP:Iteration 34Q (101473.170000 sec): 3 clusters
  Score: Raw -986252.053076 + Penalty 2953.582685 = -983298.470391
  nChanged 3
		SP:Iteration 35Q (101473.370000 sec): 3 clusters
  Score: Raw -986253.888020 + Penalty 2953.582685 = -983300.305335
  nChanged 2
		SP:Iteration 36Q (101473.600000 sec): 3 clusters
  Score: Raw -986254.445011 + Penalty 2953.582685 = -983300.862326
  nChanged 1
		SP:Iteration 37Q (101473.790000 sec): 3 clusters
  Score: Raw -986254.816726 + Penalty 2953.582685 = -983301.234041
  nChanged 1
		SP:Iteration 38Q (101473.970000 sec): 3 clusters
  Score: Raw -986255.115673 + Penalty 2953.582685 = -983301.532988
  nChanged 1
		SP:Iteration 39Q (101474.190000 sec): 3 clusters
  Score: Raw -986255.516000 + Penalty 2953.582685 = -983301.933315
  nChanged 0
		SP:Iteration 40F (101474.380000 sec): 3 clusters
  Score: Raw -986255.516000 + Penalty 2953.582685 = -983301.933315
  nChanged 0
Iteration 99Q (101601.730000 sec): 67 clusters
  Score: Raw -134018282.522495 + Penalty 150632.321602 = -133867650.200893
  nChanged 9450
Iteration 100F (101797.260000 sec): 67 clusters
  Score: Raw -134023378.848616 + Penalty 150632.321602 = -133872746.527014
  nChanged 7464
Iteration 101Q (101924.690000 sec): 67 clusters
  Score: Raw -134025197.590551 + Penalty 150632.321602 = -133874565.268949
  nChanged 4565
Iteration 102Q (102051.070000 sec): 67 clusters
  Score: Raw -134026040.285191 + Penalty 150632.321602 = -133875407.963589
  nChanged 3578
Iteration 103Q (102178.520000 sec): 67 clusters
  Score: Raw -134026600.489979 + Penalty 150632.321602 = -133875968.168377
  nChanged 2935
Iteration 104Q (102304.290000 sec): 67 clusters
  Score: Raw -134027056.507981 + Penalty 150632.321602 = -133876424.186379
  nChanged 2631
Iteration 105Q (102428.690000 sec): 67 clusters
  Score: Raw -134027453.099926 + Penalty 150632.321602 = -133876820.778324
  nChanged 2354
Iteration 106Q (102553.660000 sec): 67 clusters
  Score: Raw -134027824.847419 + Penalty 150632.321602 = -133877192.525817
  nChanged 2172
Iteration 107Q (102681.020000 sec): 67 clusters
  Score: Raw -134028253.896763 + Penalty 150632.321602 = -133877621.575161
  nChanged 2120
Iteration 108Q (102811.110000 sec): 67 clusters
  Score: Raw -134028736.991162 + Penalty 150632.321602 = -133878104.669560
  nChanged 1927
Iteration 109Q (102936.310000 sec): 67 clusters
  Score: Raw -134029124.192555 + Penalty 150632.321602 = -133878491.870953
  nChanged 1913
Iteration 110Q (103061.780000 sec): 67 clusters
  Score: Raw -134029425.676597 + Penalty 150632.321602 = -133878793.354995
  nChanged 1815
Iteration 111Q (103187.060000 sec): 67 clusters
  Score: Raw -134029664.489472 + Penalty 150632.321602 = -133879032.167870
  nChanged 1721
Iteration 112Q (103303.170000 sec): 67 clusters
  Score: Raw -134029875.895332 + Penalty 150632.321602 = -133879243.573730
  nChanged 1594
Iteration 113Q (103423.150000 sec): 67 clusters
  Score: Raw -134030054.718592 + Penalty 150632.321602 = -133879422.396990
  nChanged 1463
Iteration 114Q (103549.980000 sec): 67 clusters
  Score: Raw -134030213.749187 + Penalty 150632.321602 = -133879581.427585
  nChanged 1424
Iteration 115Q (103676.300000 sec): 67 clusters
  Score: Raw -134030349.652890 + Penalty 150632.321602 = -133879717.331288
  nChanged 1306
Iteration 116Q (103805.800000 sec): 67 clusters
  Score: Raw -134030465.546121 + Penalty 150632.321602 = -133879833.224519
  nChanged 1203
Iteration 117Q (103931.120000 sec): 67 clusters
  Score: Raw -134030571.526215 + Penalty 150632.321602 = -133879939.204613
  nChanged 1114
Iteration 118Q (104060.350000 sec): 67 clusters
  Score: Raw -134030659.696295 + Penalty 150632.321602 = -133880027.374693
  nChanged 1035
Iteration 119Q (104186.600000 sec): 67 clusters
  Score: Raw -134030738.441238 + Penalty 150632.321602 = -133880106.119636
  nChanged 938
Iteration 120F (104382.020000 sec): 67 clusters
  Score: Raw -134030970.223156 + Penalty 150632.321602 = -133880337.901554
  nChanged 995
Iteration 121Q (104503.770000 sec): 67 clusters
  Score: Raw -134031215.078698 + Penalty 150632.321602 = -133880582.757096
  nChanged 1072
Iteration 122Q (104626.120000 sec): 67 clusters
  Score: Raw -134031461.455827 + Penalty 150632.321602 = -133880829.134225
  nChanged 1029
Iteration 123Q (104752.790000 sec): 67 clusters
  Score: Raw -134031716.418183 + Penalty 150632.321602 = -133881084.096581
  nChanged 1068
Iteration 124Q (104873.650000 sec): 67 clusters
  Score: Raw -134031947.861350 + Penalty 150632.321602 = -133881315.539748
  nChanged 1042
Iteration 125Q (105000.100000 sec): 67 clusters
  Score: Raw -134032085.404018 + Penalty 150632.321602 = -133881453.082416
  nChanged 926
Iteration 126Q (105128.400000 sec): 67 clusters
  Score: Raw -134032191.163132 + Penalty 150632.321602 = -133881558.841530
  nChanged 857
Iteration 127Q (105256.210000 sec): 67 clusters
  Score: Raw -134032269.943767 + Penalty 150632.321602 = -133881637.622165
  nChanged 782
Iteration 128Q (105384.070000 sec): 67 clusters
  Score: Raw -134032335.759019 + Penalty 150632.321602 = -133881703.437417
  nChanged 737
Iteration 129Q (105506.970000 sec): 67 clusters
  Score: Raw -134032388.883134 + Penalty 150632.321602 = -133881756.561532
  nChanged 668
Iteration 130Q (105634.130000 sec): 67 clusters
  Score: Raw -134032437.310552 + Penalty 150632.321602 = -133881804.988950
  nChanged 661
Iteration 131Q (105760.410000 sec): 67 clusters
  Score: Raw -134032492.213993 + Penalty 150632.321602 = -133881859.892391
  nChanged 632
Iteration 132Q (105888.650000 sec): 67 clusters
  Score: Raw -134032538.725088 + Penalty 150632.321602 = -133881906.403486
  nChanged 588
Iteration 133Q (106019.520000 sec): 67 clusters
  Score: Raw -134032583.335391 + Penalty 150632.321602 = -133881951.013789
  nChanged 604
Iteration 134Q (106147.100000 sec): 67 clusters
  Score: Raw -134032628.793248 + Penalty 150632.321602 = -133881996.471646
  nChanged 573
Iteration 135Q (106275.650000 sec): 67 clusters
  Score: Raw -134032668.678221 + Penalty 150632.321602 = -133882036.356619
  nChanged 562
Iteration 136Q (106404.420000 sec): 67 clusters
  Score: Raw -134032706.549938 + Penalty 150632.321602 = -133882074.228336
  nChanged 495
Iteration 137Q (106528.160000 sec): 67 clusters
  Score: Raw -134032741.865832 + Penalty 150632.321602 = -133882109.544230
  nChanged 469
Iteration 138Q (106651.140000 sec): 67 clusters
  Score: Raw -134032781.807666 + Penalty 150632.321602 = -133882149.486064
  nChanged 444
Writing temp clu file 
Because OldScore, -133882109.544230, is greater than current (better) Score,-133882149.486064 
 Compute initial score before splitting:   Score: Raw -134032781.807666 + Penalty 150632.321602 = -133882149.486064
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106651.740000 sec): 2 clusters
  Score: Raw -634268.349275 + Penalty 1414.346823 = -632854.002452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106651.990000 sec): 3 clusters
  Score: Raw -631061.146301 + Penalty 2828.693646 = -628232.452655
  nChanged 2456
		SP:Iteration 1F (106652.190000 sec): 3 clusters
  Score: Raw -632579.166258 + Penalty 2828.693646 = -629750.472612
  nChanged 501
		SP:Iteration 2F (106652.350000 sec): 3 clusters
  Score: Raw -632898.079570 + Penalty 2828.693646 = -630069.385924
  nChanged 403
		SP:Iteration 3F (106652.570000 sec): 3 clusters
  Score: Raw -633153.844130 + Penalty 2828.693646 = -630325.150483
  nChanged 368
		SP:Iteration 4F (106652.680000 sec): 3 clusters
  Score: Raw -633401.637838 + Penalty 2828.693646 = -630572.944192
  nChanged 334
		SP:Iteration 5F (106652.830000 sec): 3 clusters
  Score: Raw -633626.188302 + Penalty 2828.693646 = -630797.494656
  nChanged 294
		SP:Iteration 6Q (106653.060000 sec): 3 clusters
  Score: Raw -633827.573125 + Penalty 2828.693646 = -630998.879478
  nChanged 245
		SP:Iteration 7Q (106653.230000 sec): 3 clusters
  Score: Raw -633999.972618 + Penalty 2828.693646 = -631171.278971
  nChanged 237
		SP:Iteration 8Q (106653.420000 sec): 3 clusters
  Score: Raw -634144.691140 + Penalty 2828.693646 = -631315.997493
  nChanged 186
		SP:Iteration 9Q (106653.600000 sec): 3 clusters
  Score: Raw -634259.311911 + Penalty 2828.693646 = -631430.618264
  nChanged 157
		SP:Iteration 10Q (106653.780000 sec): 3 clusters
  Score: Raw -634352.110320 + Penalty 2828.693646 = -631523.416674
  nChanged 141
		SP:Iteration 11Q (106653.990000 sec): 3 clusters
  Score: Raw -634439.021805 + Penalty 2828.693646 = -631610.328158
  nChanged 138
		SP:Iteration 12Q (106654.200000 sec): 3 clusters
  Score: Raw -634528.194403 + Penalty 2828.693646 = -631699.500756
  nChanged 115
		SP:Iteration 13Q (106654.350000 sec): 3 clusters
  Score: Raw -634591.293470 + Penalty 2828.693646 = -631762.599823
  nChanged 111
		SP:Iteration 14Q (106654.570000 sec): 3 clusters
  Score: Raw -634655.846668 + Penalty 2828.693646 = -631827.153021
  nChanged 105
		SP:Iteration 15Q (106654.770000 sec): 3 clusters
  Score: Raw -634727.409655 + Penalty 2828.693646 = -631898.716008
  nChanged 91
		SP:Iteration 16Q (106655.010000 sec): 3 clusters
  Score: Raw -634784.726204 + Penalty 2828.693646 = -631956.032558
  nChanged 77
		SP:Iteration 17Q (106655.210000 sec): 3 clusters
  Score: Raw -634830.368830 + Penalty 2828.693646 = -632001.675183
  nChanged 66
		SP:Iteration 18Q (106655.370000 sec): 3 clusters
  Score: Raw -634857.685620 + Penalty 2828.693646 = -632028.991974
  nChanged 42
		SP:Iteration 19Q (106655.600000 sec): 3 clusters
  Score: Raw -634869.164333 + Penalty 2828.693646 = -632040.470687
  nChanged 24
		SP:Iteration 20F (106655.780000 sec): 3 clusters
  Score: Raw -634875.125136 + Penalty 2828.693646 = -632046.431490
  nChanged 13
		SP:Iteration 21Q (106656.000000 sec): 3 clusters
  Score: Raw -634878.473885 + Penalty 2828.693646 = -632049.780239
  nChanged 10
		SP:Iteration 22Q (106656.170000 sec): 3 clusters
  Score: Raw -634880.666466 + Penalty 2828.693646 = -632051.972819
  nChanged 6
		SP:Iteration 23Q (106656.390000 sec): 3 clusters
  Score: Raw -634882.113086 + Penalty 2828.693646 = -632053.419440
  nChanged 5
		SP:Iteration 24Q (106656.590000 sec): 3 clusters
  Score: Raw -634883.679764 + Penalty 2828.693646 = -632054.986117
  nChanged 8
		SP:Iteration 25Q (106656.770000 sec): 3 clusters
  Score: Raw -634887.676721 + Penalty 2828.693646 = -632058.983075
  nChanged 10
		SP:Iteration 26Q (106656.990000 sec): 3 clusters
  Score: Raw -634890.733816 + Penalty 2828.693646 = -632062.040169
  nChanged 6
		SP:Iteration 27Q (106657.180000 sec): 3 clusters
  Score: Raw -634891.678424 + Penalty 2828.693646 = -632062.984777
  nChanged 5
		SP:Iteration 28Q (106657.370000 sec): 3 clusters
  Score: Raw -634892.957561 + Penalty 2828.693646 = -632064.263915
  nChanged 7
		SP:Iteration 29Q (106657.560000 sec): 3 clusters
  Score: Raw -634894.629131 + Penalty 2828.693646 = -632065.935484
  nChanged 8
		SP:Iteration 30Q (106657.760000 sec): 3 clusters
  Score: Raw -634896.567632 + Penalty 2828.693646 = -632067.873985
  nChanged 6
		SP:Iteration 31Q (106657.990000 sec): 3 clusters
  Score: Raw -634899.104155 + Penalty 2828.693646 = -632070.410509
  nChanged 8
		SP:Iteration 32Q (106658.130000 sec): 3 clusters
  Score: Raw -634902.219078 + Penalty 2828.693646 = -632073.525432
  nChanged 9
		SP:Iteration 33Q (106658.350000 sec): 3 clusters
  Score: Raw -634903.805049 + Penalty 2828.693646 = -632075.111402
  nChanged 5
		SP:Iteration 34Q (106658.550000 sec): 3 clusters
  Score: Raw -634904.841775 + Penalty 2828.693646 = -632076.148128
  nChanged 4
		SP:Iteration 35Q (106658.730000 sec): 3 clusters
  Score: Raw -634905.497793 + Penalty 2828.693646 = -632076.804146
  nChanged 5
		SP:Iteration 36Q (106658.940000 sec): 3 clusters
  Score: Raw -634906.615219 + Penalty 2828.693646 = -632077.921573
  nChanged 4
		SP:Iteration 37Q (106659.130000 sec): 3 clusters
  Score: Raw -634907.984042 + Penalty 2828.693646 = -632079.290395
  nChanged 3
		SP:Iteration 38Q (106659.310000 sec): 3 clusters
  Score: Raw -634908.461627 + Penalty 2828.693646 = -632079.767981
  nChanged 2
		SP:Iteration 39Q (106659.560000 sec): 3 clusters
  Score: Raw -634908.818573 + Penalty 2828.693646 = -632080.124927
  nChanged 4
		SP:Iteration 40F (106659.740000 sec): 3 clusters
  Score: Raw -634909.346663 + Penalty 2828.693646 = -632080.653016
  nChanged 2
		SP:Iteration 41Q (106659.960000 sec): 3 clusters
  Score: Raw -634909.930681 + Penalty 2828.693646 = -632081.237035
  nChanged 4
		SP:Iteration 42Q (106660.180000 sec): 3 clusters
  Score: Raw -634910.708218 + Penalty 2828.693646 = -632082.014571
  nChanged 1
		SP:Iteration 43Q (106660.350000 sec): 3 clusters
  Score: Raw -634910.911470 + Penalty 2828.693646 = -632082.217823
  nChanged 0
		SP:Iteration 44F (106660.590000 sec): 3 clusters
  Score: Raw -634910.911470 + Penalty 2828.693646 = -632082.217823
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106660.670000 sec): 2 clusters
  Score: Raw -157860.680288 + Penalty 1187.202255 = -156673.478033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106660.870000 sec): 3 clusters
  Score: Raw -157335.540101 + Penalty 2374.404511 = -154961.135590
  nChanged 480
		SP:Iteration 1F (106661.030000 sec): 3 clusters
  Score: Raw -157766.610257 + Penalty 2374.404511 = -155392.205746
  nChanged 142
		SP:Iteration 2F (106661.180000 sec): 3 clusters
  Score: Raw -157989.320026 + Penalty 2374.404511 = -155614.915515
  nChanged 108
		SP:Iteration 3F (106661.370000 sec): 3 clusters
  Score: Raw -158170.951112 + Penalty 2374.404511 = -155796.546601
  nChanged 79
		SP:Iteration 4F (106661.510000 sec): 3 clusters
  Score: Raw -158276.256270 + Penalty 2374.404511 = -155901.851759
  nChanged 53
		SP:Iteration 5Q (106661.650000 sec): 3 clusters
  Score: Raw -158348.382934 + Penalty 2374.404511 = -155973.978423
  nChanged 45
		SP:Iteration 6Q (106661.790000 sec): 3 clusters
  Score: Raw -158397.577024 + Penalty 2374.404511 = -156023.172514
  nChanged 28
		SP:Iteration 7Q (106661.920000 sec): 3 clusters
  Score: Raw -158437.686728 + Penalty 2374.404511 = -156063.282218
  nChanged 32
		SP:Iteration 8Q (106662.070000 sec): 3 clusters
  Score: Raw -158482.739407 + Penalty 2374.404511 = -156108.334896
  nChanged 27
		SP:Iteration 9Q (106662.240000 sec): 3 clusters
  Score: Raw -158513.608380 + Penalty 2374.404511 = -156139.203870
  nChanged 23
		SP:Iteration 10Q (106662.370000 sec): 3 clusters
  Score: Raw -158542.407533 + Penalty 2374.404511 = -156168.003022
  nChanged 24
		SP:Iteration 11Q (106662.530000 sec): 3 clusters
  Score: Raw -158569.775156 + Penalty 2374.404511 = -156195.370646
  nChanged 24
		SP:Iteration 12Q (106662.690000 sec): 3 clusters
  Score: Raw -158594.036007 + Penalty 2374.404511 = -156219.631496
  nChanged 14
		SP:Iteration 13Q (106662.860000 sec): 3 clusters
  Score: Raw -158606.959434 + Penalty 2374.404511 = -156232.554923
  nChanged 12
		SP:Iteration 14Q (106663.030000 sec): 3 clusters
  Score: Raw -158623.640206 + Penalty 2374.404511 = -156249.235696
  nChanged 13
		SP:Iteration 15Q (106663.240000 sec): 3 clusters
  Score: Raw -158640.329039 + Penalty 2374.404511 = -156265.924528
  nChanged 12
		SP:Iteration 16Q (106663.350000 sec): 3 clusters
  Score: Raw -158650.710375 + Penalty 2374.404511 = -156276.305864
  nChanged 8
		SP:Iteration 17Q (106663.520000 sec): 3 clusters
  Score: Raw -158656.647381 + Penalty 2374.404511 = -156282.242870
  nChanged 8
		SP:Iteration 18Q (106663.700000 sec): 3 clusters
  Score: Raw -158660.601074 + Penalty 2374.404511 = -156286.196563
  nChanged 3
		SP:Iteration 19Q (106663.850000 sec): 3 clusters
  Score: Raw -158661.444828 + Penalty 2374.404511 = -156287.040317
  nChanged 1
		SP:Iteration 20F (106664.040000 sec): 3 clusters
  Score: Raw -158662.184806 + Penalty 2374.404511 = -156287.780296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106664.140000 sec): 2 clusters
  Score: Raw -315160.769748 + Penalty 1298.798581 = -313861.971167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106664.310000 sec): 3 clusters
  Score: Raw -313735.133544 + Penalty 2597.597162 = -311137.536382
  nChanged 1132
		SP:Iteration 1F (106664.500000 sec): 3 clusters
  Score: Raw -314471.402777 + Penalty 2597.597162 = -311873.805615
  nChanged 276
		SP:Iteration 2F (106664.670000 sec): 3 clusters
  Score: Raw -314781.096616 + Penalty 2597.597162 = -312183.499454
  nChanged 240
		SP:Iteration 3F (106664.850000 sec): 3 clusters
  Score: Raw -315200.442439 + Penalty 2597.597162 = -312602.845277
  nChanged 255
		SP:Iteration 4F (106665.010000 sec): 3 clusters
  Score: Raw -315755.438893 + Penalty 2597.597162 = -313157.841731
  nChanged 260
		SP:Iteration 5F (106665.180000 sec): 3 clusters
  Score: Raw -316190.191831 + Penalty 2597.597162 = -313592.594669
  nChanged 195
		SP:Iteration 6F (106665.380000 sec): 3 clusters
  Score: Raw -316474.273019 + Penalty 2597.597162 = -313876.675857
  nChanged 137
		SP:Iteration 7Q (106665.530000 sec): 3 clusters
  Score: Raw -316676.725199 + Penalty 2597.597162 = -314079.128037
  nChanged 89
		SP:Iteration 8Q (106665.690000 sec): 3 clusters
  Score: Raw -316815.193732 + Penalty 2597.597162 = -314217.596569
  nChanged 67
		SP:Iteration 9Q (106665.860000 sec): 3 clusters
  Score: Raw -316911.625137 + Penalty 2597.597162 = -314314.027975
  nChanged 49
		SP:Iteration 10Q (106665.990000 sec): 3 clusters
  Score: Raw -317011.486554 + Penalty 2597.597162 = -314413.889392
  nChanged 36
		SP:Iteration 11Q (106666.180000 sec): 3 clusters
  Score: Raw -317060.028909 + Penalty 2597.597162 = -314462.431747
  nChanged 16
		SP:Iteration 12Q (106666.360000 sec): 3 clusters
  Score: Raw -317074.002853 + Penalty 2597.597162 = -314476.405691
  nChanged 8
		SP:Iteration 13Q (106666.500000 sec): 3 clusters
  Score: Raw -317078.926202 + Penalty 2597.597162 = -314481.329040
  nChanged 6
		SP:Iteration 14Q (106666.690000 sec): 3 clusters
  Score: Raw -317083.542316 + Penalty 2597.597162 = -314485.945154
  nChanged 5
		SP:Iteration 15Q (106666.870000 sec): 3 clusters
  Score: Raw -317087.642883 + Penalty 2597.597162 = -314490.045721
  nChanged 6
		SP:Iteration 16Q (106667.020000 sec): 3 clusters
  Score: Raw -317091.937035 + Penalty 2597.597162 = -314494.339873
  nChanged 3
		SP:Iteration 17Q (106667.210000 sec): 3 clusters
  Score: Raw -317093.106015 + Penalty 2597.597162 = -314495.508853
  nChanged 1
		SP:Iteration 18Q (106667.340000 sec): 3 clusters
  Score: Raw -317093.367680 + Penalty 2597.597162 = -314495.770518
  nChanged 0
		SP:Iteration 19F (106667.580000 sec): 3 clusters
  Score: Raw -317093.367680 + Penalty 2597.597162 = -314495.770518
  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 9.05 GB.

 Trying to split cluster 4 (471157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106669.920000 sec): 2 clusters
  Score: Raw -52257758.757620 + Penalty 2122.728831 = -52255636.028790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106672.800000 sec): 3 clusters
  Score: Raw -51939662.812760 + Penalty 4245.457662 = -51935417.355098
  nChanged 231442
		SP:Iteration 1F (106675.690000 sec): 3 clusters
  Score: Raw -52079462.177781 + Penalty 4245.457662 = -52075216.720119
  nChanged 12064
		SP:Iteration 2Q (106678.590000 sec): 3 clusters
  Score: Raw -52081833.171638 + Penalty 4245.457662 = -52077587.713976
  nChanged 13466
		SP:Iteration 3Q (106681.580000 sec): 3 clusters
  Score: Raw -52085016.172936 + Penalty 4245.457662 = -52080770.715274
  nChanged 15898
		SP:Iteration 4Q (106684.530000 sec): 3 clusters
  Score: Raw -52089770.858441 + Penalty 4245.457662 = -52085525.400779
  nChanged 19269
		SP:Iteration 5Q (106687.630000 sec): 3 clusters
  Score: Raw -52097484.331923 + Penalty 4245.457662 = -52093238.874262
  nChanged 24088
		SP:Iteration 6F (106690.570000 sec): 3 clusters
  Score: Raw -52110540.536066 + Penalty 4245.457662 = -52106295.078405
  nChanged 29671
		SP:Iteration 7F (106693.280000 sec): 3 clusters
  Score: Raw -52132033.677352 + Penalty 4245.457662 = -52127788.219690
  nChanged 34028
		SP:Iteration 8F (106696.100000 sec): 3 clusters
  Score: Raw -52162204.348945 + Penalty 4245.457662 = -52157958.891283
  nChanged 33082
		SP:Iteration 9F (106699.120000 sec): 3 clusters
  Score: Raw -52192898.951958 + Penalty 4245.457662 = -52188653.494296
  nChanged 27066
		SP:Iteration 10F (106701.750000 sec): 3 clusters
  Score: Raw -52216674.077726 + Penalty 4245.457662 = -52212428.620064
  nChanged 19941
		SP:Iteration 11Q (106704.720000 sec): 3 clusters
  Score: Raw -52234033.199426 + Penalty 4245.457662 = -52229787.741765
  nChanged 15174
		SP:Iteration 12Q (106707.570000 sec): 3 clusters
  Score: Raw -52247128.188382 + Penalty 4245.457662 = -52242882.730721
  nChanged 12195
		SP:Iteration 13Q (106710.170000 sec): 3 clusters
  Score: Raw -52255837.574145 + Penalty 4245.457662 = -52251592.116484
  nChanged 9181
		SP:Iteration 14Q (106713.020000 sec): 3 clusters
  Score: Raw -52260625.130531 + Penalty 4245.457662 = -52256379.672869
  nChanged 6569
		SP:Iteration 15Q (106715.910000 sec): 3 clusters
  Score: Raw -52262900.654103 + Penalty 4245.457662 = -52258655.196441
  nChanged 4310
		SP:Iteration 16Q (106718.540000 sec): 3 clusters
  Score: Raw -52263913.289698 + Penalty 4245.457662 = -52259667.832036
  nChanged 2863
		SP:Iteration 17Q (106721.100000 sec): 3 clusters
  Score: Raw -52264365.324478 + Penalty 4245.457662 = -52260119.866816
  nChanged 1897
		SP:Iteration 18Q (106723.570000 sec): 3 clusters
  Score: Raw -52264572.847693 + Penalty 4245.457662 = -52260327.390031
  nChanged 1243
		SP:Iteration 19Q (106726.120000 sec): 3 clusters
  Score: Raw -52264665.096466 + Penalty 4245.457662 = -52260419.638805
  nChanged 833
		SP:Iteration 20F (106728.630000 sec): 3 clusters
  Score: Raw -52264708.888721 + Penalty 4245.457662 = -52260463.431059
  nChanged 562
		SP:Iteration 21Q (106730.910000 sec): 3 clusters
  Score: Raw -52264731.792979 + Penalty 4245.457662 = -52260486.335318
  nChanged 439
		SP:Iteration 22Q (106733.580000 sec): 3 clusters
  Score: Raw -52264747.026394 + Penalty 4245.457662 = -52260501.568732
  nChanged 358
		SP:Iteration 23Q (106736.340000 sec): 3 clusters
  Score: Raw -52264756.870758 + Penalty 4245.457662 = -52260511.413097
  nChanged 291
		SP:Iteration 24Q (106739.140000 sec): 3 clusters
  Score: Raw -52264763.772313 + Penalty 4245.457662 = -52260518.314651
  nChanged 257
		SP:Iteration 25Q (106741.940000 sec): 3 clusters
  Score: Raw -52264769.436810 + Penalty 4245.457662 = -52260523.979149
  nChanged 255
		SP:Iteration 26Q (106744.720000 sec): 3 clusters
  Score: Raw -52264774.369068 + Penalty 4245.457662 = -52260528.911406
  nChanged 219
		SP:Iteration 27Q (106747.440000 sec): 3 clusters
  Score: Raw -52264778.080593 + Penalty 4245.457662 = -52260532.622931
  nChanged 192
		SP:Iteration 28Q (106750.180000 sec): 3 clusters
  Score: Raw -52264781.510047 + Penalty 4245.457662 = -52260536.052385
  nChanged 200
		SP:Iteration 29Q (106753.000000 sec): 3 clusters
  Score: Raw -52264784.619521 + Penalty 4245.457662 = -52260539.161859
  nChanged 172
		SP:Iteration 30Q (106755.840000 sec): 3 clusters
  Score: Raw -52264787.234586 + Penalty 4245.457662 = -52260541.776924
  nChanged 143
		SP:Iteration 31Q (106758.810000 sec): 3 clusters
  Score: Raw -52264789.162994 + Penalty 4245.457662 = -52260543.705333
  nChanged 112
		SP:Iteration 32Q (106761.710000 sec): 3 clusters
  Score: Raw -52264790.421732 + Penalty 4245.457662 = -52260544.964071
  nChanged 112
		SP:Iteration 33Q (106764.500000 sec): 3 clusters
  Score: Raw -52264791.605693 + Penalty 4245.457662 = -52260546.148031
  nChanged 112
		SP:Iteration 34Q (106767.110000 sec): 3 clusters
  Score: Raw -52264792.730976 + Penalty 4245.457662 = -52260547.273315
  nChanged 81
		SP:Iteration 35Q (106769.560000 sec): 3 clusters
  Score: Raw -52264793.358427 + Penalty 4245.457662 = -52260547.900765
  nChanged 68
		SP:Iteration 36Q (106772.180000 sec): 3 clusters
  Score: Raw -52264793.826274 + Penalty 4245.457662 = -52260548.368613
  nChanged 56
		SP:Iteration 37Q (106774.740000 sec): 3 clusters
  Score: Raw -52264794.161304 + Penalty 4245.457662 = -52260548.703643
  nChanged 53
		SP:Iteration 38Q (106777.510000 sec): 3 clusters
  Score: Raw -52264794.507405 + Penalty 4245.457662 = -52260549.049744
  nChanged 59
		SP:Iteration 39Q (106780.110000 sec): 3 clusters
  Score: Raw -52264794.850237 + Penalty 4245.457662 = -52260549.392576
  nChanged 57
		SP:Iteration 40F (106782.950000 sec): 3 clusters
  Score: Raw -52264795.212513 + Penalty 4245.457662 = -52260549.754851
  nChanged 58
		SP:Iteration 41Q (106785.240000 sec): 3 clusters
  Score: Raw -52264795.659719 + Penalty 4245.457662 = -52260550.202057
  nChanged 69
		SP:Iteration 42Q (106787.320000 sec): 3 clusters
  Score: Raw -52264796.152815 + Penalty 4245.457662 = -52260550.695153
  nChanged 60
		SP:Iteration 43Q (106789.350000 sec): 3 clusters
  Score: Raw -52264796.570498 + Penalty 4245.457662 = -52260551.112836
  nChanged 57
		SP:Iteration 44Q (106791.610000 sec): 3 clusters
  Score: Raw -52264796.889146 + Penalty 4245.457662 = -52260551.431485
  nChanged 45
		SP:Iteration 45Q (106794.140000 sec): 3 clusters
  Score: Raw -52264797.135364 + Penalty 4245.457662 = -52260551.677702
  nChanged 37
		SP:Iteration 46Q (106796.730000 sec): 3 clusters
  Score: Raw -52264797.319690 + Penalty 4245.457662 = -52260551.862028
  nChanged 16
		SP:Iteration 47Q (106799.410000 sec): 3 clusters
  Score: Raw -52264797.396649 + Penalty 4245.457662 = -52260551.938988
  nChanged 21
		SP:Iteration 48Q (106802.170000 sec): 3 clusters
  Score: Raw -52264797.481115 + Penalty 4245.457662 = -52260552.023454
  nChanged 14
		SP:Iteration 49Q (106804.940000 sec): 3 clusters
  Score: Raw -52264797.534513 + Penalty 4245.457662 = -52260552.076851
  nChanged 11
		SP:Iteration 50Q (106807.410000 sec): 3 clusters
  Score: Raw -52264797.569718 + Penalty 4245.457662 = -52260552.112057
  nChanged 9
		SP:Iteration 51Q (106810.200000 sec): 3 clusters
  Score: Raw -52264797.609949 + Penalty 4245.457662 = -52260552.152287
  nChanged 14
		SP:Iteration 52Q (106812.940000 sec): 3 clusters
  Score: Raw -52264797.665345 + Penalty 4245.457662 = -52260552.207684
  nChanged 10
		SP:Iteration 53Q (106815.960000 sec): 3 clusters
  Score: Raw -52264797.698547 + Penalty 4245.457662 = -52260552.240885
  nChanged 7
		SP:Iteration 54Q (106818.730000 sec): 3 clusters
  Score: Raw -52264797.713827 + Penalty 4245.457662 = -52260552.256166
  nChanged 9
		SP:Iteration 55Q (106821.330000 sec): 3 clusters
  Score: Raw -52264797.742848 + Penalty 4245.457662 = -52260552.285186
  nChanged 8
		SP:Iteration 56Q (106823.750000 sec): 3 clusters
  Score: Raw -52264797.769291 + Penalty 4245.457662 = -52260552.311629
  nChanged 7
		SP:Iteration 57Q (106826.500000 sec): 3 clusters
  Score: Raw -52264797.797864 + Penalty 4245.457662 = -52260552.340203
  nChanged 7
		SP:Iteration 58Q (106829.480000 sec): 3 clusters
  Score: Raw -52264797.817880 + Penalty 4245.457662 = -52260552.360219
  nChanged 5
		SP:Iteration 59Q (106832.390000 sec): 3 clusters
  Score: Raw -52264797.836416 + Penalty 4245.457662 = -52260552.378755
  nChanged 5
		SP:Iteration 60F (106835.320000 sec): 3 clusters
  Score: Raw -52264797.851681 + Penalty 4245.457662 = -52260552.394019
  nChanged 3
		SP:Iteration 61Q (106837.860000 sec): 3 clusters
  Score: Raw -52264797.858724 + Penalty 4245.457662 = -52260552.401063
  nChanged 3
		SP:Iteration 62Q (106840.710000 sec): 3 clusters
  Score: Raw -52264797.864518 + Penalty 4245.457662 = -52260552.406857
  nChanged 3
		SP:Iteration 63Q (106843.420000 sec): 3 clusters
  Score: Raw -52264797.870000 + Penalty 4245.457662 = -52260552.412338
  nChanged 5
		SP:Iteration 64Q (106846.170000 sec): 3 clusters
  Score: Raw -52264797.892241 + Penalty 4245.457662 = -52260552.434580
  nChanged 6
		SP:Iteration 65Q (106848.940000 sec): 3 clusters
  Score: Raw -52264797.923158 + Penalty 4245.457662 = -52260552.465496
  nChanged 6
		SP:Iteration 66Q (106851.670000 sec): 3 clusters
  Score: Raw -52264797.944900 + Penalty 4245.457662 = -52260552.487239
  nChanged 6
		SP:Iteration 67Q (106854.580000 sec): 3 clusters
  Score: Raw -52264797.960920 + Penalty 4245.457662 = -52260552.503259
  nChanged 3
		SP:Iteration 68Q (106857.370000 sec): 3 clusters
  Score: Raw -52264797.972658 + Penalty 4245.457662 = -52260552.514997
  nChanged 2
		SP:Iteration 69Q (106860.210000 sec): 3 clusters
  Score: Raw -52264797.977262 + Penalty 4245.457662 = -52260552.519601
  nChanged 3
		SP:Iteration 70Q (106863.190000 sec): 3 clusters
  Score: Raw -52264797.984991 + Penalty 4245.457662 = -52260552.527329
  nChanged 0
		SP:Iteration 71F (106865.690000 sec): 3 clusters
  Score: Raw -52264797.984991 + Penalty 4245.457662 = -52260552.527329
  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 9.05 GB.

 Trying to split cluster 5 (24248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106866.320000 sec): 2 clusters
  Score: Raw -2631626.552075 + Penalty 1640.614531 = -2629985.937545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106866.640000 sec): 3 clusters
  Score: Raw -2616905.658492 + Penalty 3281.229061 = -2613624.429431
  nChanged 11036
		SP:Iteration 1F (106866.940000 sec): 3 clusters
  Score: Raw -2623095.779570 + Penalty 3281.229061 = -2619814.550509
  nChanged 1243
		SP:Iteration 2F (106867.210000 sec): 3 clusters
  Score: Raw -2623535.050634 + Penalty 3281.229061 = -2620253.821573
  nChanged 1163
		SP:Iteration 3Q (106867.490000 sec): 3 clusters
  Score: Raw -2623993.053403 + Penalty 3281.229061 = -2620711.824342
  nChanged 1198
		SP:Iteration 4Q (106867.820000 sec): 3 clusters
  Score: Raw -2624551.104653 + Penalty 3281.229061 = -2621269.875592
  nChanged 1237
		SP:Iteration 5F (106868.080000 sec): 3 clusters
  Score: Raw -2625190.493003 + Penalty 3281.229061 = -2621909.263942
  nChanged 1363
		SP:Iteration 6F (106868.370000 sec): 3 clusters
  Score: Raw -2626023.611915 + Penalty 3281.229061 = -2622742.382854
  nChanged 1480
		SP:Iteration 7F (106868.680000 sec): 3 clusters
  Score: Raw -2627083.493063 + Penalty 3281.229061 = -2623802.264002
  nChanged 1516
		SP:Iteration 8F (106868.980000 sec): 3 clusters
  Score: Raw -2628312.810717 + Penalty 3281.229061 = -2625031.581656
  nChanged 1355
		SP:Iteration 9F (106869.260000 sec): 3 clusters
  Score: Raw -2629473.379344 + Penalty 3281.229061 = -2626192.150283
  nChanged 1049
		SP:Iteration 10Q (106869.580000 sec): 3 clusters
  Score: Raw -2630369.479792 + Penalty 3281.229061 = -2627088.250731
  nChanged 714
		SP:Iteration 11Q (106869.880000 sec): 3 clusters
  Score: Raw -2630963.474411 + Penalty 3281.229061 = -2627682.245350
  nChanged 460
		SP:Iteration 12Q (106870.150000 sec): 3 clusters
  Score: Raw -2631310.651497 + Penalty 3281.229061 = -2628029.422436
  nChanged 285
		SP:Iteration 13Q (106870.440000 sec): 3 clusters
  Score: Raw -2631519.424615 + Penalty 3281.229061 = -2628238.195554
  nChanged 176
		SP:Iteration 14Q (106870.680000 sec): 3 clusters
  Score: Raw -2631637.351211 + Penalty 3281.229061 = -2628356.122150
  nChanged 102
		SP:Iteration 15Q (106870.980000 sec): 3 clusters
  Score: Raw -2631712.164410 + Penalty 3281.229061 = -2628430.935348
  nChanged 74
		SP:Iteration 16Q (106871.250000 sec): 3 clusters
  Score: Raw -2631758.598766 + Penalty 3281.229061 = -2628477.369705
  nChanged 44
		SP:Iteration 17Q (106871.520000 sec): 3 clusters
  Score: Raw -2631791.902864 + Penalty 3281.229061 = -2628510.673803
  nChanged 36
		SP:Iteration 18Q (106871.760000 sec): 3 clusters
  Score: Raw -2631818.562168 + Penalty 3281.229061 = -2628537.333107
  nChanged 27
		SP:Iteration 19Q (106872.040000 sec): 3 clusters
  Score: Raw -2631836.232214 + Penalty 3281.229061 = -2628555.003153
  nChanged 21
		SP:Iteration 20F (106872.350000 sec): 3 clusters
  Score: Raw -2631849.946356 + Penalty 3281.229061 = -2628568.717295
  nChanged 12
		SP:Iteration 21Q (106872.600000 sec): 3 clusters
  Score: Raw -2631856.579281 + Penalty 3281.229061 = -2628575.350219
  nChanged 12
		SP:Iteration 22Q (106872.890000 sec): 3 clusters
  Score: Raw -2631861.865775 + Penalty 3281.229061 = -2628580.636714
  nChanged 8
		SP:Iteration 23Q (106873.220000 sec): 3 clusters
  Score: Raw -2631866.749040 + Penalty 3281.229061 = -2628585.519979
  nChanged 12
		SP:Iteration 24Q (106873.480000 sec): 3 clusters
  Score: Raw -2631876.583252 + Penalty 3281.229061 = -2628595.354191
  nChanged 8
		SP:Iteration 25Q (106873.750000 sec): 3 clusters
  Score: Raw -2631882.204913 + Penalty 3281.229061 = -2628600.975852
  nChanged 9
		SP:Iteration 26Q (106874.040000 sec): 3 clusters
  Score: Raw -2631889.680584 + Penalty 3281.229061 = -2628608.451523
  nChanged 10
		SP:Iteration 27Q (106874.310000 sec): 3 clusters
  Score: Raw -2631898.016418 + Penalty 3281.229061 = -2628616.787357
  nChanged 9
		SP:Iteration 28Q (106874.600000 sec): 3 clusters
  Score: Raw -2631908.219237 + Penalty 3281.229061 = -2628626.990176
  nChanged 12
		SP:Iteration 29Q (106874.890000 sec): 3 clusters
  Score: Raw -2631918.313848 + Penalty 3281.229061 = -2628637.084787
  nChanged 8
		SP:Iteration 30Q (106875.120000 sec): 3 clusters
  Score: Raw -2631922.442882 + Penalty 3281.229061 = -2628641.213821
  nChanged 1
		SP:Iteration 31Q (106875.400000 sec): 3 clusters
  Score: Raw -2631922.972154 + Penalty 3281.229061 = -2628641.743093
  nChanged 0
		SP:Iteration 32F (106875.710000 sec): 3 clusters
  Score: Raw -2631922.972154 + Penalty 3281.229061 = -2628641.743093
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (11975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106875.850000 sec): 2 clusters
  Score: Raw -1314505.202773 + Penalty 1525.968669 = -1312979.234104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106876.140000 sec): 3 clusters
  Score: Raw -1307564.584152 + Penalty 3051.937337 = -1304512.646815
  nChanged 5228
		SP:Iteration 1F (106876.350000 sec): 3 clusters
  Score: Raw -1310324.650873 + Penalty 3051.937337 = -1307272.713536
  nChanged 704
		SP:Iteration 2F (106876.630000 sec): 3 clusters
  Score: Raw -1310622.162295 + Penalty 3051.937337 = -1307570.224957
  nChanged 650
		SP:Iteration 3F (106876.830000 sec): 3 clusters
  Score: Raw -1310953.559401 + Penalty 3051.937337 = -1307901.622063
  nChanged 612
		SP:Iteration 4F (106877.060000 sec): 3 clusters
  Score: Raw -1311291.660019 + Penalty 3051.937337 = -1308239.722682
  nChanged 608
		SP:Iteration 5F (106877.310000 sec): 3 clusters
  Score: Raw -1311673.360348 + Penalty 3051.937337 = -1308621.423011
  nChanged 625
		SP:Iteration 6F (106877.550000 sec): 3 clusters
  Score: Raw -1312129.706536 + Penalty 3051.937337 = -1309077.769199
  nChanged 641
		SP:Iteration 7F (106877.810000 sec): 3 clusters
  Score: Raw -1312693.499496 + Penalty 3051.937337 = -1309641.562159
  nChanged 641
		SP:Iteration 8F (106878.000000 sec): 3 clusters
  Score: Raw -1313336.163036 + Penalty 3051.937337 = -1310284.225699
  nChanged 563
		SP:Iteration 9Q (106878.250000 sec): 3 clusters
  Score: Raw -1313963.033499 + Penalty 3051.937337 = -1310911.096161
  nChanged 410
		SP:Iteration 10Q (106878.500000 sec): 3 clusters
  Score: Raw -1314420.719940 + Penalty 3051.937337 = -1311368.782603
  nChanged 290
		SP:Iteration 11Q (106878.760000 sec): 3 clusters
  Score: Raw -1314706.789213 + Penalty 3051.937337 = -1311654.851876
  nChanged 240
		SP:Iteration 12Q (106878.980000 sec): 3 clusters
  Score: Raw -1314885.888200 + Penalty 3051.937337 = -1311833.950863
  nChanged 186
		SP:Iteration 13Q (106879.230000 sec): 3 clusters
  Score: Raw -1315009.354416 + Penalty 3051.937337 = -1311957.417078
  nChanged 144
		SP:Iteration 14Q (106879.450000 sec): 3 clusters
  Score: Raw -1315084.474867 + Penalty 3051.937337 = -1312032.537529
  nChanged 93
		SP:Iteration 15Q (106879.670000 sec): 3 clusters
  Score: Raw -1315127.637864 + Penalty 3051.937337 = -1312075.700527
  nChanged 64
		SP:Iteration 16Q (106879.880000 sec): 3 clusters
  Score: Raw -1315154.760048 + Penalty 3051.937337 = -1312102.822711
  nChanged 53
		SP:Iteration 17Q (106880.090000 sec): 3 clusters
  Score: Raw -1315174.141102 + Penalty 3051.937337 = -1312122.203765
  nChanged 50
		SP:Iteration 18Q (106880.330000 sec): 3 clusters
  Score: Raw -1315195.680781 + Penalty 3051.937337 = -1312143.743443
  nChanged 59
		SP:Iteration 19Q (106880.560000 sec): 3 clusters
  Score: Raw -1315221.433910 + Penalty 3051.937337 = -1312169.496572
  nChanged 53
		SP:Iteration 20F (106880.760000 sec): 3 clusters
  Score: Raw -1315237.390873 + Penalty 3051.937337 = -1312185.453536
  nChanged 41
		SP:Iteration 21Q (106881.000000 sec): 3 clusters
  Score: Raw -1315250.893936 + Penalty 3051.937337 = -1312198.956598
  nChanged 31
		SP:Iteration 22Q (106881.260000 sec): 3 clusters
  Score: Raw -1315259.092119 + Penalty 3051.937337 = -1312207.154782
  nChanged 18
		SP:Iteration 23Q (106881.470000 sec): 3 clusters
  Score: Raw -1315263.971402 + Penalty 3051.937337 = -1312212.034064
  nChanged 16
		SP:Iteration 24Q (106881.670000 sec): 3 clusters
  Score: Raw -1315267.162014 + Penalty 3051.937337 = -1312215.224677
  nChanged 12
		SP:Iteration 25Q (106881.910000 sec): 3 clusters
  Score: Raw -1315270.362198 + Penalty 3051.937337 = -1312218.424861
  nChanged 14
		SP:Iteration 26Q (106882.170000 sec): 3 clusters
  Score: Raw -1315274.217642 + Penalty 3051.937337 = -1312222.280305
  nChanged 10
		SP:Iteration 27Q (106882.390000 sec): 3 clusters
  Score: Raw -1315276.421046 + Penalty 3051.937337 = -1312224.483709
  nChanged 12
		SP:Iteration 28Q (106882.570000 sec): 3 clusters
  Score: Raw -1315278.855098 + Penalty 3051.937337 = -1312226.917761
  nChanged 10
		SP:Iteration 29Q (106882.790000 sec): 3 clusters
  Score: Raw -1315280.751047 + Penalty 3051.937337 = -1312228.813710
  nChanged 9
		SP:Iteration 30Q (106882.990000 sec): 3 clusters
  Score: Raw -1315282.348176 + Penalty 3051.937337 = -1312230.410838
  nChanged 9
		SP:Iteration 31Q (106883.220000 sec): 3 clusters
  Score: Raw -1315284.579356 + Penalty 3051.937337 = -1312232.642019
  nChanged 8
		SP:Iteration 32Q (106883.430000 sec): 3 clusters
  Score: Raw -1315286.558491 + Penalty 3051.937337 = -1312234.621153
  nChanged 4
		SP:Iteration 33Q (106883.640000 sec): 3 clusters
  Score: Raw -1315287.415257 + Penalty 3051.937337 = -1312235.477920
  nChanged 4
		SP:Iteration 34Q (106883.850000 sec): 3 clusters
  Score: Raw -1315288.114087 + Penalty 3051.937337 = -1312236.176750
  nChanged 5
		SP:Iteration 35Q (106884.080000 sec): 3 clusters
  Score: Raw -1315289.042548 + Penalty 3051.937337 = -1312237.105211
  nChanged 5
		SP:Iteration 36Q (106884.260000 sec): 3 clusters
  Score: Raw -1315289.794744 + Penalty 3051.937337 = -1312237.857407
  nChanged 3
		SP:Iteration 37Q (106884.530000 sec): 3 clusters
  Score: Raw -1315290.106831 + Penalty 3051.937337 = -1312238.169494
  nChanged 1
		SP:Iteration 38Q (106884.730000 sec): 3 clusters
  Score: Raw -1315290.337355 + Penalty 3051.937337 = -1312238.400018
  nChanged 4
		SP:Iteration 39Q (106884.970000 sec): 3 clusters
  Score: Raw -1315290.911703 + Penalty 3051.937337 = -1312238.974366
  nChanged 3
		SP:Iteration 40F (106885.220000 sec): 3 clusters
  Score: Raw -1315291.525058 + Penalty 3051.937337 = -1312239.587721
  nChanged 2
		SP:Iteration 41Q (106885.430000 sec): 3 clusters
  Score: Raw -1315292.208043 + Penalty 3051.937337 = -1312240.270706
  nChanged 4
		SP:Iteration 42Q (106885.670000 sec): 3 clusters
  Score: Raw -1315293.344335 + Penalty 3051.937337 = -1312241.406998
  nChanged 3
		SP:Iteration 43Q (106885.880000 sec): 3 clusters
  Score: Raw -1315294.126155 + Penalty 3051.937337 = -1312242.188817
  nChanged 1
		SP:Iteration 44Q (106886.070000 sec): 3 clusters
  Score: Raw -1315294.350163 + Penalty 3051.937337 = -1312242.412826
  nChanged 0
		SP:Iteration 45F (106886.290000 sec): 3 clusters
  Score: Raw -1315294.350163 + Penalty 3051.937337 = -1312242.412826
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (100560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106886.880000 sec): 2 clusters
  Score: Raw -11063281.982117 + Penalty 1871.757850 = -11061410.224267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106887.690000 sec): 3 clusters
  Score: Raw -10997757.169461 + Penalty 3743.515699 = -10994013.653762
  nChanged 48268
		SP:Iteration 1F (106888.470000 sec): 3 clusters
  Score: Raw -11025615.762395 + Penalty 3743.515699 = -11021872.246696
  nChanged 3167
		SP:Iteration 2Q (106889.230000 sec): 3 clusters
  Score: Raw -11026355.857200 + Penalty 3743.515699 = -11022612.341501
  nChanged 3360
		SP:Iteration 3Q (106889.980000 sec): 3 clusters
  Score: Raw -11027273.915791 + Penalty 3743.515699 = -11023530.400092
  nChanged 3813
		SP:Iteration 4Q (106890.750000 sec): 3 clusters
  Score: Raw -11028592.133452 + Penalty 3743.515699 = -11024848.617753
  nChanged 4609
		SP:Iteration 5Q (106891.380000 sec): 3 clusters
  Score: Raw -11030670.027942 + Penalty 3743.515699 = -11026926.512242
  nChanged 5436
		SP:Iteration 6F (106892.060000 sec): 3 clusters
  Score: Raw -11033871.784955 + Penalty 3743.515699 = -11030128.269256
  nChanged 6154
		SP:Iteration 7F (106892.710000 sec): 3 clusters
  Score: Raw -11038378.111724 + Penalty 3743.515699 = -11034634.596025
  nChanged 6219
		SP:Iteration 8F (106893.410000 sec): 3 clusters
  Score: Raw -11043365.311536 + Penalty 3743.515699 = -11039621.795837
  nChanged 5476
		SP:Iteration 9F (106894.200000 sec): 3 clusters
  Score: Raw -11047143.068283 + Penalty 3743.515699 = -11043399.552584
  nChanged 3970
		SP:Iteration 10Q (106894.990000 sec): 3 clusters
  Score: Raw -11049061.366067 + Penalty 3743.515699 = -11045317.850368
  nChanged 2581
		SP:Iteration 11Q (106895.710000 sec): 3 clusters
  Score: Raw -11050089.721734 + Penalty 3743.515699 = -11046346.206035
  nChanged 2161
		SP:Iteration 12Q (106896.500000 sec): 3 clusters
  Score: Raw -11050948.947510 + Penalty 3743.515699 = -11047205.431811
  nChanged 2116
		SP:Iteration 13Q (106897.190000 sec): 3 clusters
  Score: Raw -11051792.410125 + Penalty 3743.515699 = -11048048.894426
  nChanged 2094
		SP:Iteration 14Q (106897.910000 sec): 3 clusters
  Score: Raw -11052704.718842 + Penalty 3743.515699 = -11048961.203143
  nChanged 2150
		SP:Iteration 15Q (106898.620000 sec): 3 clusters
  Score: Raw -11053727.573893 + Penalty 3743.515699 = -11049984.058194
  nChanged 2172
		SP:Iteration 16Q (106899.280000 sec): 3 clusters
  Score: Raw -11054875.579811 + Penalty 3743.515699 = -11051132.064112
  nChanged 2118
		SP:Iteration 17Q (106900.050000 sec): 3 clusters
  Score: Raw -11056087.295371 + Penalty 3743.515699 = -11052343.779672
  nChanged 2000
		SP:Iteration 18Q (106900.780000 sec): 3 clusters
  Score: Raw -11057288.036681 + Penalty 3743.515699 = -11053544.520982
  nChanged 1828
		SP:Iteration 19Q (106901.470000 sec): 3 clusters
  Score: Raw -11058477.061970 + Penalty 3743.515699 = -11054733.546271
  nChanged 1766
		SP:Iteration 20F (106902.220000 sec): 3 clusters
  Score: Raw -11059696.984849 + Penalty 3743.515699 = -11055953.469150
  nChanged 1440
		SP:Iteration 21Q (106902.880000 sec): 3 clusters
  Score: Raw -11060721.184591 + Penalty 3743.515699 = -11056977.668892
  nChanged 1176
		SP:Iteration 22Q (106903.490000 sec): 3 clusters
  Score: Raw -11061567.231735 + Penalty 3743.515699 = -11057823.716036
  nChanged 932
		SP:Iteration 23Q (106904.070000 sec): 3 clusters
  Score: Raw -11062241.562428 + Penalty 3743.515699 = -11058498.046729
  nChanged 681
		SP:Iteration 24Q (106904.640000 sec): 3 clusters
  Score: Raw -11062719.728320 + Penalty 3743.515699 = -11058976.212621
  nChanged 446
		SP:Iteration 25Q (106905.310000 sec): 3 clusters
  Score: Raw -11063018.446428 + Penalty 3743.515699 = -11059274.930729
  nChanged 255
		SP:Iteration 26Q (106906.000000 sec): 3 clusters
  Score: Raw -11063185.446892 + Penalty 3743.515699 = -11059441.931193
  nChanged 179
		SP:Iteration 27Q (106906.660000 sec): 3 clusters
  Score: Raw -11063306.830238 + Penalty 3743.515699 = -11059563.314539
  nChanged 116
		SP:Iteration 28Q (106907.310000 sec): 3 clusters
  Score: Raw -11063381.424384 + Penalty 3743.515699 = -11059637.908685
  nChanged 88
		SP:Iteration 29Q (106907.990000 sec): 3 clusters
  Score: Raw -11063435.343991 + Penalty 3743.515699 = -11059691.828292
  nChanged 56
		SP:Iteration 30Q (106908.680000 sec): 3 clusters
  Score: Raw -11063469.404327 + Penalty 3743.515699 = -11059725.888628
  nChanged 38
		SP:Iteration 31Q (106909.350000 sec): 3 clusters
  Score: Raw -11063498.888001 + Penalty 3743.515699 = -11059755.372302
  nChanged 24
		SP:Iteration 32Q (106909.970000 sec): 3 clusters
  Score: Raw -11063519.841780 + Penalty 3743.515699 = -11059776.326081
  nChanged 27
		SP:Iteration 33Q (106910.590000 sec): 3 clusters
  Score: Raw -11063539.579143 + Penalty 3743.515699 = -11059796.063444
  nChanged 18
		SP:Iteration 34Q (106911.220000 sec): 3 clusters
  Score: Raw -11063549.183412 + Penalty 3743.515699 = -11059805.667713
  nChanged 9
		SP:Iteration 35Q (106911.920000 sec): 3 clusters
  Score: Raw -11063553.639200 + Penalty 3743.515699 = -11059810.123501
  nChanged 8
		SP:Iteration 36Q (106912.620000 sec): 3 clusters
  Score: Raw -11063558.184602 + Penalty 3743.515699 = -11059814.668903
  nChanged 6
		SP:Iteration 37Q (106913.330000 sec): 3 clusters
  Score: Raw -11063561.908342 + Penalty 3743.515699 = -11059818.392643
  nChanged 13
		SP:Iteration 38Q (106913.980000 sec): 3 clusters
  Score: Raw -11063569.204465 + Penalty 3743.515699 = -11059825.688766
  nChanged 7
		SP:Iteration 39Q (106914.630000 sec): 3 clusters
  Score: Raw -11063575.521528 + Penalty 3743.515699 = -11059832.005829
  nChanged 10
		SP:Iteration 40F (106915.300000 sec): 3 clusters
  Score: Raw -11063582.298556 + Penalty 3743.515699 = -11059838.782857
  nChanged 7
		SP:Iteration 41Q (106915.880000 sec): 3 clusters
  Score: Raw -11063586.965677 + Penalty 3743.515699 = -11059843.449978
  nChanged 5
		SP:Iteration 42Q (106916.380000 sec): 3 clusters
  Score: Raw -11063589.660557 + Penalty 3743.515699 = -11059846.144858
  nChanged 3
		SP:Iteration 43Q (106916.900000 sec): 3 clusters
  Score: Raw -11063591.300780 + Penalty 3743.515699 = -11059847.785081
  nChanged 2
		SP:Iteration 44Q (106917.410000 sec): 3 clusters
  Score: Raw -11063592.997941 + Penalty 3743.515699 = -11059849.482242
  nChanged 3
		SP:Iteration 45Q (106917.960000 sec): 3 clusters
  Score: Raw -11063594.962649 + Penalty 3743.515699 = -11059851.446950
  nChanged 3
		SP:Iteration 46Q (106918.620000 sec): 3 clusters
  Score: Raw -11063597.878876 + Penalty 3743.515699 = -11059854.363177
  nChanged 2
		SP:Iteration 47Q (106919.290000 sec): 3 clusters
  Score: Raw -11063599.156228 + Penalty 3743.515699 = -11059855.640529
  nChanged 1
		SP:Iteration 48Q (106919.970000 sec): 3 clusters
  Score: Raw -11063599.709065 + Penalty 3743.515699 = -11059856.193366
  nChanged 1
		SP:Iteration 49Q (106920.690000 sec): 3 clusters
  Score: Raw -11063600.544220 + Penalty 3743.515699 = -11059857.028521
  nChanged 1
		SP:Iteration 50Q (106921.350000 sec): 3 clusters
  Score: Raw -11063601.114851 + Penalty 3743.515699 = -11059857.599152
  nChanged 1
		SP:Iteration 51Q (106921.990000 sec): 3 clusters
  Score: Raw -11063601.356838 + Penalty 3743.515699 = -11059857.841139
  nChanged 0
		SP:Iteration 52F (106922.690000 sec): 3 clusters
  Score: Raw -11063601.356838 + Penalty 3743.515699 = -11059857.841139
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106922.890000 sec): 2 clusters
  Score: Raw -167939.973295 + Penalty 1199.898287 = -166740.075008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106923.060000 sec): 3 clusters
  Score: Raw -167385.856655 + Penalty 2399.796574 = -164986.060081
  nChanged 551
		SP:Iteration 1F (106923.240000 sec): 3 clusters
  Score: Raw -168020.231996 + Penalty 2399.796574 = -165620.435422
  nChanged 179
		SP:Iteration 2F (106923.380000 sec): 3 clusters
  Score: Raw -168447.358158 + Penalty 2399.796574 = -166047.561585
  nChanged 142
		SP:Iteration 3F (106923.600000 sec): 3 clusters
  Score: Raw -169039.562527 + Penalty 2399.796574 = -166639.765953
  nChanged 131
		SP:Iteration 4F (106923.800000 sec): 3 clusters
  Score: Raw -169607.473061 + Penalty 2399.796574 = -167207.676488
  nChanged 76
		SP:Iteration 5Q (106923.950000 sec): 3 clusters
  Score: Raw -169732.738830 + Penalty 2399.796574 = -167332.942256
  nChanged 33
		SP:Iteration 6Q (106924.120000 sec): 3 clusters
  Score: Raw -169775.930132 + Penalty 2399.796574 = -167376.133558
  nChanged 16
		SP:Iteration 7Q (106924.330000 sec): 3 clusters
  Score: Raw -169801.070336 + Penalty 2399.796574 = -167401.273763
  nChanged 11
		SP:Iteration 8Q (106924.480000 sec): 3 clusters
  Score: Raw -169811.878214 + Penalty 2399.796574 = -167412.081640
  nChanged 9
		SP:Iteration 9Q (106924.680000 sec): 3 clusters
  Score: Raw -169829.049749 + Penalty 2399.796574 = -167429.253175
  nChanged 5
		SP:Iteration 10Q (106924.880000 sec): 3 clusters
  Score: Raw -169842.166065 + Penalty 2399.796574 = -167442.369491
  nChanged 6
		SP:Iteration 11Q (106925.030000 sec): 3 clusters
  Score: Raw -169855.030555 + Penalty 2399.796574 = -167455.233981
  nChanged 6
		SP:Iteration 12Q (106925.160000 sec): 3 clusters
  Score: Raw -169872.537801 + Penalty 2399.796574 = -167472.741227
  nChanged 3
		SP:Iteration 13Q (106925.300000 sec): 3 clusters
  Score: Raw -169885.904509 + Penalty 2399.796574 = -167486.107935
  nChanged 5
		SP:Iteration 14Q (106925.480000 sec): 3 clusters
  Score: Raw -169930.181261 + Penalty 2399.796574 = -167530.384687
  nChanged 5
		SP:Iteration 15Q (106925.620000 sec): 3 clusters
  Score: Raw -169988.412575 + Penalty 2399.796574 = -167588.616001
  nChanged 4
		SP:Iteration 16Q (106925.820000 sec): 3 clusters
  Score: Raw -170009.704528 + Penalty 2399.796574 = -167609.907954
  nChanged 3
		SP:Iteration 17Q (106926.020000 sec): 3 clusters
  Score: Raw -170013.713849 + Penalty 2399.796574 = -167613.917275
  nChanged 1
		SP:Iteration 18Q (106926.180000 sec): 3 clusters
  Score: Raw -170014.411307 + Penalty 2399.796574 = -167614.614733
  nChanged 1
		SP:Iteration 19Q (106926.340000 sec): 3 clusters
  Score: Raw -170014.883469 + Penalty 2399.796574 = -167615.086895
  nChanged 0
		SP:Iteration 20F (106926.520000 sec): 3 clusters
  Score: Raw -170014.883469 + Penalty 2399.796574 = -167615.086895
  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 9.05 GB.

 Trying to split cluster 9 (11406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106926.660000 sec): 2 clusters
  Score: Raw -1314958.812714 + Penalty 1518.057907 = -1313440.754807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106926.870000 sec): 3 clusters
  Score: Raw -1308376.968039 + Penalty 3036.115814 = -1305340.852225
  nChanged 5080
		SP:Iteration 1F (106927.100000 sec): 3 clusters
  Score: Raw -1311015.804650 + Penalty 3036.115814 = -1307979.688836
  nChanged 637
		SP:Iteration 2F (106927.290000 sec): 3 clusters
  Score: Raw -1311245.159807 + Penalty 3036.115814 = -1308209.043993
  nChanged 504
		SP:Iteration 3Q (106927.500000 sec): 3 clusters
  Score: Raw -1311414.060249 + Penalty 3036.115814 = -1308377.944436
  nChanged 418
		SP:Iteration 4Q (106927.750000 sec): 3 clusters
  Score: Raw -1311536.366817 + Penalty 3036.115814 = -1308500.251003
  nChanged 347
		SP:Iteration 5Q (106927.960000 sec): 3 clusters
  Score: Raw -1311631.030576 + Penalty 3036.115814 = -1308594.914762
  nChanged 295
		SP:Iteration 6Q (106928.210000 sec): 3 clusters
  Score: Raw -1311715.860845 + Penalty 3036.115814 = -1308679.745031
  nChanged 281
		SP:Iteration 7Q (106928.410000 sec): 3 clusters
  Score: Raw -1311790.176611 + Penalty 3036.115814 = -1308754.060798
  nChanged 261
		SP:Iteration 8Q (106928.640000 sec): 3 clusters
  Score: Raw -1311864.787316 + Penalty 3036.115814 = -1308828.671502
  nChanged 252
		SP:Iteration 9Q (106928.870000 sec): 3 clusters
  Score: Raw -1311935.645798 + Penalty 3036.115814 = -1308899.529984
  nChanged 243
		SP:Iteration 10Q (106929.110000 sec): 3 clusters
  Score: Raw -1312019.417045 + Penalty 3036.115814 = -1308983.301231
  nChanged 291
		SP:Iteration 11Q (106929.320000 sec): 3 clusters
  Score: Raw -1312151.952219 + Penalty 3036.115814 = -1309115.836406
  nChanged 365
		SP:Iteration 12Q (106929.550000 sec): 3 clusters
  Score: Raw -1312364.379788 + Penalty 3036.115814 = -1309328.263975
  nChanged 490
		SP:Iteration 13Q (106929.750000 sec): 3 clusters
  Score: Raw -1312707.363367 + Penalty 3036.115814 = -1309671.247553
  nChanged 574
		SP:Iteration 14F (106929.930000 sec): 3 clusters
  Score: Raw -1313193.738942 + Penalty 3036.115814 = -1310157.623128
  nChanged 579
		SP:Iteration 15F (106930.140000 sec): 3 clusters
  Score: Raw -1313757.248337 + Penalty 3036.115814 = -1310721.132523
  nChanged 609
		SP:Iteration 16F (106930.320000 sec): 3 clusters
  Score: Raw -1314277.818969 + Penalty 3036.115814 = -1311241.703155
  nChanged 458
		SP:Iteration 17Q (106930.500000 sec): 3 clusters
  Score: Raw -1314615.650952 + Penalty 3036.115814 = -1311579.535139
  nChanged 323
		SP:Iteration 18Q (106930.690000 sec): 3 clusters
  Score: Raw -1314867.299407 + Penalty 3036.115814 = -1311831.183594
  nChanged 252
		SP:Iteration 19Q (106930.900000 sec): 3 clusters
  Score: Raw -1315032.553083 + Penalty 3036.115814 = -1311996.437269
  nChanged 171
		SP:Iteration 20F (106931.130000 sec): 3 clusters
  Score: Raw -1315110.756045 + Penalty 3036.115814 = -1312074.640231
  nChanged 121
		SP:Iteration 21Q (106931.300000 sec): 3 clusters
  Score: Raw -1315161.392344 + Penalty 3036.115814 = -1312125.276530
  nChanged 98
		SP:Iteration 22Q (106931.540000 sec): 3 clusters
  Score: Raw -1315197.010175 + Penalty 3036.115814 = -1312160.894361
  nChanged 84
		SP:Iteration 23Q (106931.780000 sec): 3 clusters
  Score: Raw -1315218.884481 + Penalty 3036.115814 = -1312182.768667
  nChanged 56
		SP:Iteration 24Q (106931.960000 sec): 3 clusters
  Score: Raw -1315229.129001 + Penalty 3036.115814 = -1312193.013188
  nChanged 35
		SP:Iteration 25Q (106932.220000 sec): 3 clusters
  Score: Raw -1315234.253629 + Penalty 3036.115814 = -1312198.137816
  nChanged 22
		SP:Iteration 26Q (106932.400000 sec): 3 clusters
  Score: Raw -1315237.805426 + Penalty 3036.115814 = -1312201.689613
  nChanged 18
		SP:Iteration 27Q (106932.590000 sec): 3 clusters
  Score: Raw -1315240.132044 + Penalty 3036.115814 = -1312204.016230
  nChanged 16
		SP:Iteration 28Q (106932.850000 sec): 3 clusters
  Score: Raw -1315242.387503 + Penalty 3036.115814 = -1312206.271689
  nChanged 11
		SP:Iteration 29Q (106933.060000 sec): 3 clusters
  Score: Raw -1315243.699652 + Penalty 3036.115814 = -1312207.583839
  nChanged 8
		SP:Iteration 30Q (106933.280000 sec): 3 clusters
  Score: Raw -1315244.226213 + Penalty 3036.115814 = -1312208.110399
  nChanged 5
		SP:Iteration 31Q (106933.500000 sec): 3 clusters
  Score: Raw -1315244.563342 + Penalty 3036.115814 = -1312208.447528
  nChanged 4
		SP:Iteration 32Q (106933.710000 sec): 3 clusters
  Score: Raw -1315244.903345 + Penalty 3036.115814 = -1312208.787531
  nChanged 2
		SP:Iteration 33Q (106933.950000 sec): 3 clusters
  Score: Raw -1315245.052615 + Penalty 3036.115814 = -1312208.936802
  nChanged 1
		SP:Iteration 34Q (106934.220000 sec): 3 clusters
  Score: Raw -1315245.214404 + Penalty 3036.115814 = -1312209.098590
  nChanged 0
		SP:Iteration 35F (106934.400000 sec): 3 clusters
  Score: Raw -1315245.214404 + Penalty 3036.115814 = -1312209.098590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106934.640000 sec): 2 clusters
  Score: Raw -2630600.032361 + Penalty 1638.720389 = -2628961.311972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106934.960000 sec): 3 clusters
  Score: Raw -2615830.695543 + Penalty 3277.440778 = -2612553.254765
  nChanged 10999
		SP:Iteration 1F (106935.240000 sec): 3 clusters
  Score: Raw -2622160.988749 + Penalty 3277.440778 = -2618883.547971
  nChanged 1302
		SP:Iteration 2F (106935.560000 sec): 3 clusters
  Score: Raw -2622706.260295 + Penalty 3277.440778 = -2619428.819517
  nChanged 1352
		SP:Iteration 3F (106935.870000 sec): 3 clusters
  Score: Raw -2623371.386765 + Penalty 3277.440778 = -2620093.945987
  nChanged 1515
		SP:Iteration 4F (106936.160000 sec): 3 clusters
  Score: Raw -2624235.313159 + Penalty 3277.440778 = -2620957.872381
  nChanged 1535
		SP:Iteration 5F (106936.480000 sec): 3 clusters
  Score: Raw -2625175.292610 + Penalty 3277.440778 = -2621897.851832
  nChanged 1493
		SP:Iteration 6F (106936.770000 sec): 3 clusters
  Score: Raw -2626063.380219 + Penalty 3277.440778 = -2622785.939441
  nChanged 1346
		SP:Iteration 7F (106937.100000 sec): 3 clusters
  Score: Raw -2626795.884741 + Penalty 3277.440778 = -2623518.443963
  nChanged 1087
		SP:Iteration 8Q (106937.380000 sec): 3 clusters
  Score: Raw -2627376.290481 + Penalty 3277.440778 = -2624098.849703
  nChanged 915
		SP:Iteration 9Q (106937.720000 sec): 3 clusters
  Score: Raw -2627888.654421 + Penalty 3277.440778 = -2624611.213643
  nChanged 814
		SP:Iteration 10Q (106938.010000 sec): 3 clusters
  Score: Raw -2628374.247382 + Penalty 3277.440778 = -2625096.806604
  nChanged 772
		SP:Iteration 11Q (106938.310000 sec): 3 clusters
  Score: Raw -2628863.807573 + Penalty 3277.440778 = -2625586.366795
  nChanged 693
		SP:Iteration 12Q (106938.610000 sec): 3 clusters
  Score: Raw -2629355.879581 + Penalty 3277.440778 = -2626078.438803
  nChanged 623
		SP:Iteration 13Q (106938.960000 sec): 3 clusters
  Score: Raw -2629819.964809 + Penalty 3277.440778 = -2626542.524031
  nChanged 506
		SP:Iteration 14Q (106939.280000 sec): 3 clusters
  Score: Raw -2630219.541075 + Penalty 3277.440778 = -2626942.100297
  nChanged 364
		SP:Iteration 15Q (106939.540000 sec): 3 clusters
  Score: Raw -2630492.363678 + Penalty 3277.440778 = -2627214.922900
  nChanged 241
		SP:Iteration 16Q (106939.900000 sec): 3 clusters
  Score: Raw -2630689.259631 + Penalty 3277.440778 = -2627411.818853
  nChanged 151
		SP:Iteration 17Q (106940.230000 sec): 3 clusters
  Score: Raw -2630813.898101 + Penalty 3277.440778 = -2627536.457323
  nChanged 97
		SP:Iteration 18Q (106940.540000 sec): 3 clusters
  Score: Raw -2630888.425841 + Penalty 3277.440778 = -2627610.985063
  nChanged 62
		SP:Iteration 19Q (106940.800000 sec): 3 clusters
  Score: Raw -2630942.339880 + Penalty 3277.440778 = -2627664.899102
  nChanged 49
		SP:Iteration 20F (106941.140000 sec): 3 clusters
  Score: Raw -2630980.797901 + Penalty 3277.440778 = -2627703.357123
  nChanged 30
		SP:Iteration 21Q (106941.380000 sec): 3 clusters
  Score: Raw -2631009.929260 + Penalty 3277.440778 = -2627732.488482
  nChanged 27
		SP:Iteration 22Q (106941.680000 sec): 3 clusters
  Score: Raw -2631036.044767 + Penalty 3277.440778 = -2627758.603989
  nChanged 29
		SP:Iteration 23Q (106942.000000 sec): 3 clusters
  Score: Raw -2631060.700885 + Penalty 3277.440778 = -2627783.260107
  nChanged 21
		SP:Iteration 24Q (106942.250000 sec): 3 clusters
  Score: Raw -2631082.190014 + Penalty 3277.440778 = -2627804.749236
  nChanged 25
		SP:Iteration 25Q (106942.520000 sec): 3 clusters
  Score: Raw -2631111.688715 + Penalty 3277.440778 = -2627834.247937
  nChanged 24
		SP:Iteration 26Q (106942.780000 sec): 3 clusters
  Score: Raw -2631134.545527 + Penalty 3277.440778 = -2627857.104749
  nChanged 27
		SP:Iteration 27Q (106942.980000 sec): 3 clusters
  Score: Raw -2631168.190614 + Penalty 3277.440778 = -2627890.749836
  nChanged 17
		SP:Iteration 28Q (106943.230000 sec): 3 clusters
  Score: Raw -2631183.696206 + Penalty 3277.440778 = -2627906.255428
  nChanged 11
		SP:Iteration 29Q (106943.530000 sec): 3 clusters
  Score: Raw -2631194.439305 + Penalty 3277.440778 = -2627916.998527
  nChanged 7
		SP:Iteration 30Q (106943.800000 sec): 3 clusters
  Score: Raw -2631199.242480 + Penalty 3277.440778 = -2627921.801702
  nChanged 4
		SP:Iteration 31Q (106944.080000 sec): 3 clusters
  Score: Raw -2631203.354115 + Penalty 3277.440778 = -2627925.913337
  nChanged 8
		SP:Iteration 32Q (106944.370000 sec): 3 clusters
  Score: Raw -2631211.078998 + Penalty 3277.440778 = -2627933.638220
  nChanged 8
		SP:Iteration 33Q (106944.620000 sec): 3 clusters
  Score: Raw -2631217.693878 + Penalty 3277.440778 = -2627940.253100
  nChanged 9
		SP:Iteration 34Q (106944.940000 sec): 3 clusters
  Score: Raw -2631225.107819 + Penalty 3277.440778 = -2627947.667041
  nChanged 9
		SP:Iteration 35Q (106945.240000 sec): 3 clusters
  Score: Raw -2631234.964405 + Penalty 3277.440778 = -2627957.523627
  nChanged 16
		SP:Iteration 36Q (106945.510000 sec): 3 clusters
  Score: Raw -2631250.810500 + Penalty 3277.440778 = -2627973.369722
  nChanged 14
		SP:Iteration 37Q (106945.830000 sec): 3 clusters
  Score: Raw -2631260.601739 + Penalty 3277.440778 = -2627983.160961
  nChanged 13
		SP:Iteration 38Q (106946.110000 sec): 3 clusters
  Score: Raw -2631270.145133 + Penalty 3277.440778 = -2627992.704355
  nChanged 14
		SP:Iteration 39Q (106946.430000 sec): 3 clusters
  Score: Raw -2631281.662368 + Penalty 3277.440778 = -2628004.221590
  nChanged 15
		SP:Iteration 40F (106946.700000 sec): 3 clusters
  Score: Raw -2631290.242981 + Penalty 3277.440778 = -2628012.802203
  nChanged 8
		SP:Iteration 41Q (106947.000000 sec): 3 clusters
  Score: Raw -2631296.782202 + Penalty 3277.440778 = -2628019.341424
  nChanged 8
		SP:Iteration 42Q (106947.300000 sec): 3 clusters
  Score: Raw -2631303.680533 + Penalty 3277.440778 = -2628026.239755
  nChanged 8
		SP:Iteration 43Q (106947.600000 sec): 3 clusters
  Score: Raw -2631310.190754 + Penalty 3277.440778 = -2628032.749976
  nChanged 6
		SP:Iteration 44Q (106947.840000 sec): 3 clusters
  Score: Raw -2631313.882504 + Penalty 3277.440778 = -2628036.441726
  nChanged 6
		SP:Iteration 45Q (106948.180000 sec): 3 clusters
  Score: Raw -2631319.199441 + Penalty 3277.440778 = -2628041.758663
  nChanged 9
		SP:Iteration 46Q (106948.490000 sec): 3 clusters
  Score: Raw -2631324.828396 + Penalty 3277.440778 = -2628047.387618
  nChanged 10
		SP:Iteration 47Q (106948.780000 sec): 3 clusters
  Score: Raw -2631331.534613 + Penalty 3277.440778 = -2628054.093835
  nChanged 8
		SP:Iteration 48Q (106949.070000 sec): 3 clusters
  Score: Raw -2631337.054368 + Penalty 3277.440778 = -2628059.613590
  nChanged 8
		SP:Iteration 49Q (106949.370000 sec): 3 clusters
  Score: Raw -2631341.165042 + Penalty 3277.440778 = -2628063.724264
  nChanged 4
		SP:Iteration 50Q (106949.620000 sec): 3 clusters
  Score: Raw -2631343.174013 + Penalty 3277.440778 = -2628065.733235
  nChanged 4
		SP:Iteration 51Q (106949.910000 sec): 3 clusters
  Score: Raw -2631344.680145 + Penalty 3277.440778 = -2628067.239367
  nChanged 4
		SP:Iteration 52Q (106950.170000 sec): 3 clusters
  Score: Raw -2631346.913217 + Penalty 3277.440778 = -2628069.472439
  nChanged 5
		SP:Iteration 53Q (106950.450000 sec): 3 clusters
  Score: Raw -2631350.499969 + Penalty 3277.440778 = -2628073.059191
  nChanged 4
		SP:Iteration 54Q (106950.740000 sec): 3 clusters
  Score: Raw -2631352.387692 + Penalty 3277.440778 = -2628074.946914
  nChanged 4
		SP:Iteration 55Q (106951.000000 sec): 3 clusters
  Score: Raw -2631354.510815 + Penalty 3277.440778 = -2628077.070037
  nChanged 0
		SP:Iteration 56F (106951.270000 sec): 3 clusters
  Score: Raw -2631354.510815 + Penalty 3277.440778 = -2628077.070037
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106951.400000 sec): 2 clusters
  Score: Raw -850816.753531 + Penalty 1454.798374 = -849361.955157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106951.610000 sec): 3 clusters
  Score: Raw -846547.285557 + Penalty 2909.596747 = -843637.688810
  nChanged 3278
		SP:Iteration 1F (106951.820000 sec): 3 clusters
  Score: Raw -848430.313599 + Penalty 2909.596747 = -845520.716852
  nChanged 641
		SP:Iteration 2F (106952.020000 sec): 3 clusters
  Score: Raw -848865.878279 + Penalty 2909.596747 = -845956.281532
  nChanged 588
		SP:Iteration 3F (106952.240000 sec): 3 clusters
  Score: Raw -849295.990905 + Penalty 2909.596747 = -846386.394158
  nChanged 541
		SP:Iteration 4F (106952.430000 sec): 3 clusters
  Score: Raw -849750.629390 + Penalty 2909.596747 = -846841.032642
  nChanged 527
		SP:Iteration 5F (106952.640000 sec): 3 clusters
  Score: Raw -850230.395787 + Penalty 2909.596747 = -847320.799040
  nChanged 445
		SP:Iteration 6F (106952.880000 sec): 3 clusters
  Score: Raw -850573.565270 + Penalty 2909.596747 = -847663.968523
  nChanged 339
		SP:Iteration 7Q (106953.080000 sec): 3 clusters
  Score: Raw -850807.368010 + Penalty 2909.596747 = -847897.771263
  nChanged 251
		SP:Iteration 8Q (106953.310000 sec): 3 clusters
  Score: Raw -850946.314940 + Penalty 2909.596747 = -848036.718193
  nChanged 188
		SP:Iteration 9Q (106953.510000 sec): 3 clusters
  Score: Raw -851035.175591 + Penalty 2909.596747 = -848125.578844
  nChanged 136
		SP:Iteration 10Q (106953.720000 sec): 3 clusters
  Score: Raw -851084.607591 + Penalty 2909.596747 = -848175.010844
  nChanged 86
		SP:Iteration 11Q (106953.960000 sec): 3 clusters
  Score: Raw -851116.893477 + Penalty 2909.596747 = -848207.296730
  nChanged 70
		SP:Iteration 12Q (106954.130000 sec): 3 clusters
  Score: Raw -851139.709323 + Penalty 2909.596747 = -848230.112576
  nChanged 51
		SP:Iteration 13Q (106954.340000 sec): 3 clusters
  Score: Raw -851154.035007 + Penalty 2909.596747 = -848244.438260
  nChanged 36
		SP:Iteration 14Q (106954.500000 sec): 3 clusters
  Score: Raw -851162.722487 + Penalty 2909.596747 = -848253.125740
  nChanged 30
		SP:Iteration 15Q (106954.700000 sec): 3 clusters
  Score: Raw -851169.472733 + Penalty 2909.596747 = -848259.875986
  nChanged 20
		SP:Iteration 16Q (106954.910000 sec): 3 clusters
  Score: Raw -851174.529184 + Penalty 2909.596747 = -848264.932436
  nChanged 22
		SP:Iteration 17Q (106955.060000 sec): 3 clusters
  Score: Raw -851179.317336 + Penalty 2909.596747 = -848269.720589
  nChanged 20
		SP:Iteration 18Q (106955.270000 sec): 3 clusters
  Score: Raw -851184.198434 + Penalty 2909.596747 = -848274.601687
  nChanged 18
		SP:Iteration 19Q (106955.430000 sec): 3 clusters
  Score: Raw -851188.946112 + Penalty 2909.596747 = -848279.349364
  nChanged 14
		SP:Iteration 20F (106955.680000 sec): 3 clusters
  Score: Raw -851192.754263 + Penalty 2909.596747 = -848283.157516
  nChanged 13
		SP:Iteration 21Q (106955.860000 sec): 3 clusters
  Score: Raw -851195.740159 + Penalty 2909.596747 = -848286.143412
  nChanged 11
		SP:Iteration 22Q (106956.090000 sec): 3 clusters
  Score: Raw -851198.847542 + Penalty 2909.596747 = -848289.250795
  nChanged 12
		SP:Iteration 23Q (106956.290000 sec): 3 clusters
  Score: Raw -851201.627462 + Penalty 2909.596747 = -848292.030715
  nChanged 11
		SP:Iteration 24Q (106956.500000 sec): 3 clusters
  Score: Raw -851203.362275 + Penalty 2909.596747 = -848293.765528
  nChanged 6
		SP:Iteration 25Q (106956.720000 sec): 3 clusters
  Score: Raw -851204.689024 + Penalty 2909.596747 = -848295.092277
  nChanged 8
		SP:Iteration 26Q (106956.960000 sec): 3 clusters
  Score: Raw -851206.150445 + Penalty 2909.596747 = -848296.553698
  nChanged 2
		SP:Iteration 27Q (106957.150000 sec): 3 clusters
  Score: Raw -851206.324559 + Penalty 2909.596747 = -848296.727812
  nChanged 0
		SP:Iteration 28F (106957.370000 sec): 3 clusters
  Score: Raw -851206.324559 + Penalty 2909.596747 = -848296.727812
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (8932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106957.490000 sec): 2 clusters
  Score: Raw -960709.437635 + Penalty 1478.326787 = -959231.110848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106957.750000 sec): 3 clusters
  Score: Raw -955667.036586 + Penalty 2956.653574 = -952710.383012
  nChanged 3818
		SP:Iteration 1F (106957.920000 sec): 3 clusters
  Score: Raw -957653.785702 + Penalty 2956.653574 = -954697.132128
  nChanged 576
		SP:Iteration 2F (106958.130000 sec): 3 clusters
  Score: Raw -957894.119086 + Penalty 2956.653574 = -954937.465512
  nChanged 442
		SP:Iteration 3Q (106958.340000 sec): 3 clusters
  Score: Raw -958050.956725 + Penalty 2956.653574 = -955094.303151
  nChanged 361
		SP:Iteration 4Q (106958.550000 sec): 3 clusters
  Score: Raw -958196.582966 + Penalty 2956.653574 = -955239.929392
  nChanged 342
		SP:Iteration 5Q (106958.790000 sec): 3 clusters
  Score: Raw -958331.636406 + Penalty 2956.653574 = -955374.982832
  nChanged 312
		SP:Iteration 6Q (106958.950000 sec): 3 clusters
  Score: Raw -958454.086139 + Penalty 2956.653574 = -955497.432565
  nChanged 312
		SP:Iteration 7Q (106959.210000 sec): 3 clusters
  Score: Raw -958606.562065 + Penalty 2956.653574 = -955649.908491
  nChanged 377
		SP:Iteration 8Q (106959.400000 sec): 3 clusters
  Score: Raw -958818.068233 + Penalty 2956.653574 = -955861.414659
  nChanged 413
		SP:Iteration 9Q (106959.650000 sec): 3 clusters
  Score: Raw -959075.322666 + Penalty 2956.653574 = -956118.669091
  nChanged 432
		SP:Iteration 10Q (106959.840000 sec): 3 clusters
  Score: Raw -959385.871563 + Penalty 2956.653574 = -956429.217989
  nChanged 412
		SP:Iteration 11Q (106960.110000 sec): 3 clusters
  Score: Raw -959705.771271 + Penalty 2956.653574 = -956749.117697
  nChanged 412
		SP:Iteration 12Q (106960.310000 sec): 3 clusters
  Score: Raw -960054.563351 + Penalty 2956.653574 = -957097.909777
  nChanged 358
		SP:Iteration 13Q (106960.550000 sec): 3 clusters
  Score: Raw -960375.499016 + Penalty 2956.653574 = -957418.845442
  nChanged 272
		SP:Iteration 14Q (106960.740000 sec): 3 clusters
  Score: Raw -960637.000766 + Penalty 2956.653574 = -957680.347192
  nChanged 170
		SP:Iteration 15Q (106961.000000 sec): 3 clusters
  Score: Raw -960788.542387 + Penalty 2956.653574 = -957831.888813
  nChanged 102
		SP:Iteration 16Q (106961.230000 sec): 3 clusters
  Score: Raw -960880.147705 + Penalty 2956.653574 = -957923.494130
  nChanged 61
		SP:Iteration 17Q (106961.410000 sec): 3 clusters
  Score: Raw -960924.481248 + Penalty 2956.653574 = -957967.827674
  nChanged 30
		SP:Iteration 18Q (106961.660000 sec): 3 clusters
  Score: Raw -960956.063408 + Penalty 2956.653574 = -957999.409834
  nChanged 34
		SP:Iteration 19Q (106961.860000 sec): 3 clusters
  Score: Raw -960994.990384 + Penalty 2956.653574 = -958038.336809
  nChanged 25
		SP:Iteration 20F (106962.090000 sec): 3 clusters
  Score: Raw -961021.895718 + Penalty 2956.653574 = -958065.242144
  nChanged 17
		SP:Iteration 21Q (106962.270000 sec): 3 clusters
  Score: Raw -961036.136841 + Penalty 2956.653574 = -958079.483267
  nChanged 8
		SP:Iteration 22Q (106962.460000 sec): 3 clusters
  Score: Raw -961043.154149 + Penalty 2956.653574 = -958086.500575
  nChanged 8
		SP:Iteration 23Q (106962.670000 sec): 3 clusters
  Score: Raw -961050.009939 + Penalty 2956.653574 = -958093.356364
  nChanged 5
		SP:Iteration 24Q (106962.890000 sec): 3 clusters
  Score: Raw -961059.496474 + Penalty 2956.653574 = -958102.842899
  nChanged 12
		SP:Iteration 25Q (106963.060000 sec): 3 clusters
  Score: Raw -961069.840830 + Penalty 2956.653574 = -958113.187256
  nChanged 11
		SP:Iteration 26Q (106963.260000 sec): 3 clusters
  Score: Raw -961081.494590 + Penalty 2956.653574 = -958124.841016
  nChanged 9
		SP:Iteration 27Q (106963.470000 sec): 3 clusters
  Score: Raw -961088.477920 + Penalty 2956.653574 = -958131.824346
  nChanged 5
		SP:Iteration 28Q (106963.710000 sec): 3 clusters
  Score: Raw -961093.338821 + Penalty 2956.653574 = -958136.685247
  nChanged 4
		SP:Iteration 29Q (106963.880000 sec): 3 clusters
  Score: Raw -961096.542343 + Penalty 2956.653574 = -958139.888769
  nChanged 4
		SP:Iteration 30Q (106964.050000 sec): 3 clusters
  Score: Raw -961099.205786 + Penalty 2956.653574 = -958142.552212
  nChanged 4
		SP:Iteration 31Q (106964.290000 sec): 3 clusters
  Score: Raw -961103.787662 + Penalty 2956.653574 = -958147.134088
  nChanged 5
		SP:Iteration 32Q (106964.500000 sec): 3 clusters
  Score: Raw -961107.181784 + Penalty 2956.653574 = -958150.528210
  nChanged 4
		SP:Iteration 33Q (106964.710000 sec): 3 clusters
  Score: Raw -961110.515853 + Penalty 2956.653574 = -958153.862279
  nChanged 5
		SP:Iteration 34Q (106964.890000 sec): 3 clusters
  Score: Raw -961115.851933 + Penalty 2956.653574 = -958159.198359
  nChanged 6
		SP:Iteration 35Q (106965.050000 sec): 3 clusters
  Score: Raw -961120.681270 + Penalty 2956.653574 = -958164.027696
  nChanged 2
		SP:Iteration 36Q (106965.240000 sec): 3 clusters
  Score: Raw -961122.966517 + Penalty 2956.653574 = -958166.312943
  nChanged 2
		SP:Iteration 37Q (106965.440000 sec): 3 clusters
  Score: Raw -961124.238986 + Penalty 2956.653574 = -958167.585412
  nChanged 4
		SP:Iteration 38Q (106965.630000 sec): 3 clusters
  Score: Raw -961128.182351 + Penalty 2956.653574 = -958171.528777
  nChanged 4
		SP:Iteration 39Q (106965.850000 sec): 3 clusters
  Score: Raw -961130.516588 + Penalty 2956.653574 = -958173.863014
  nChanged 2
		SP:Iteration 40F (106966.070000 sec): 3 clusters
  Score: Raw -961134.039942 + Penalty 2956.653574 = -958177.386367
  nChanged 4
		SP:Iteration 41Q (106966.340000 sec): 3 clusters
  Score: Raw -961137.277008 + Penalty 2956.653574 = -958180.623434
  nChanged 1
		SP:Iteration 42Q (106966.510000 sec): 3 clusters
  Score: Raw -961139.284848 + Penalty 2956.653574 = -958182.631274
  nChanged 2
		SP:Iteration 43Q (106966.770000 sec): 3 clusters
  Score: Raw -961141.544155 + Penalty 2956.653574 = -958184.890580
  nChanged 2
		SP:Iteration 44Q (106966.990000 sec): 3 clusters
  Score: Raw -961143.307394 + Penalty 2956.653574 = -958186.653820
  nChanged 3
		SP:Iteration 45Q (106967.150000 sec): 3 clusters
  Score: Raw -961144.763394 + Penalty 2956.653574 = -958188.109819
  nChanged 1
		SP:Iteration 46Q (106967.410000 sec): 3 clusters
  Score: Raw -961144.949745 + Penalty 2956.653574 = -958188.296171
  nChanged 0
		SP:Iteration 47F (106967.580000 sec): 3 clusters
  Score: Raw -961144.949745 + Penalty 2956.653574 = -958188.296171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106967.700000 sec): 2 clusters
  Score: Raw -745828.159296 + Penalty 1433.363652 = -744394.795644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106967.930000 sec): 3 clusters
  Score: Raw -742144.929607 + Penalty 2866.727305 = -739278.202302
  nChanged 2885
		SP:Iteration 1F (106968.120000 sec): 3 clusters
  Score: Raw -743781.382858 + Penalty 2866.727305 = -740914.655554
  nChanged 487
		SP:Iteration 2F (106968.340000 sec): 3 clusters
  Score: Raw -744043.552206 + Penalty 2866.727305 = -741176.824902
  nChanged 366
		SP:Iteration 3F (106968.510000 sec): 3 clusters
  Score: Raw -744264.818748 + Penalty 2866.727305 = -741398.091444
  nChanged 342
		SP:Iteration 4F (106968.710000 sec): 3 clusters
  Score: Raw -744477.032793 + Penalty 2866.727305 = -741610.305488
  nChanged 331
		SP:Iteration 5Q (106968.930000 sec): 3 clusters
  Score: Raw -744693.248335 + Penalty 2866.727305 = -741826.521030
  nChanged 309
		SP:Iteration 6Q (106969.150000 sec): 3 clusters
  Score: Raw -744880.923543 + Penalty 2866.727305 = -742014.196238
  nChanged 252
		SP:Iteration 7Q (106969.370000 sec): 3 clusters
  Score: Raw -745043.086774 + Penalty 2866.727305 = -742176.359470
  nChanged 260
		SP:Iteration 8Q (106969.580000 sec): 3 clusters
  Score: Raw -745194.799645 + Penalty 2866.727305 = -742328.072340
  nChanged 220
		SP:Iteration 9Q (106969.800000 sec): 3 clusters
  Score: Raw -745306.581213 + Penalty 2866.727305 = -742439.853908
  nChanged 206
		SP:Iteration 10Q (106970.000000 sec): 3 clusters
  Score: Raw -745404.897011 + Penalty 2866.727305 = -742538.169706
  nChanged 181
		SP:Iteration 11Q (106970.170000 sec): 3 clusters
  Score: Raw -745483.829117 + Penalty 2866.727305 = -742617.101812
  nChanged 167
		SP:Iteration 12Q (106970.310000 sec): 3 clusters
  Score: Raw -745560.740090 + Penalty 2866.727305 = -742694.012785
  nChanged 161
		SP:Iteration 13Q (106970.510000 sec): 3 clusters
  Score: Raw -745640.842529 + Penalty 2866.727305 = -742774.115224
  nChanged 170
		SP:Iteration 14Q (106970.680000 sec): 3 clusters
  Score: Raw -745722.705807 + Penalty 2866.727305 = -742855.978502
  nChanged 145
		SP:Iteration 15Q (106970.820000 sec): 3 clusters
  Score: Raw -745787.843141 + Penalty 2866.727305 = -742921.115836
  nChanged 95
		SP:Iteration 16Q (106971.000000 sec): 3 clusters
  Score: Raw -745824.282831 + Penalty 2866.727305 = -742957.555527
  nChanged 84
		SP:Iteration 17Q (106971.190000 sec): 3 clusters
  Score: Raw -745850.873267 + Penalty 2866.727305 = -742984.145962
  nChanged 61
		SP:Iteration 18Q (106971.370000 sec): 3 clusters
  Score: Raw -745869.717777 + Penalty 2866.727305 = -743002.990472
  nChanged 56
		SP:Iteration 19Q (106971.550000 sec): 3 clusters
  Score: Raw -745884.480342 + Penalty 2866.727305 = -743017.753038
  nChanged 53
		SP:Iteration 20F (106971.740000 sec): 3 clusters
  Score: Raw -745899.904709 + Penalty 2866.727305 = -743033.177404
  nChanged 53
		SP:Iteration 21Q (106971.930000 sec): 3 clusters
  Score: Raw -745914.241514 + Penalty 2866.727305 = -743047.514209
  nChanged 42
		SP:Iteration 22Q (106972.160000 sec): 3 clusters
  Score: Raw -745927.583875 + Penalty 2866.727305 = -743060.856570
  nChanged 41
		SP:Iteration 23Q (106972.340000 sec): 3 clusters
  Score: Raw -745936.706908 + Penalty 2866.727305 = -743069.979603
  nChanged 32
		SP:Iteration 24Q (106972.530000 sec): 3 clusters
  Score: Raw -745944.324225 + Penalty 2866.727305 = -743077.596920
  nChanged 23
		SP:Iteration 25Q (106972.720000 sec): 3 clusters
  Score: Raw -745948.559417 + Penalty 2866.727305 = -743081.832113
  nChanged 23
		SP:Iteration 26Q (106972.950000 sec): 3 clusters
  Score: Raw -745954.141294 + Penalty 2866.727305 = -743087.413989
  nChanged 24
		SP:Iteration 27Q (106973.160000 sec): 3 clusters
  Score: Raw -745959.714254 + Penalty 2866.727305 = -743092.986950
  nChanged 22
		SP:Iteration 28Q (106973.370000 sec): 3 clusters
  Score: Raw -745964.511452 + Penalty 2866.727305 = -743097.784147
  nChanged 27
		SP:Iteration 29Q (106973.530000 sec): 3 clusters
  Score: Raw -745969.648148 + Penalty 2866.727305 = -743102.920843
  nChanged 18
		SP:Iteration 30Q (106973.670000 sec): 3 clusters
  Score: Raw -745973.728897 + Penalty 2866.727305 = -743107.001593
  nChanged 16
		SP:Iteration 31Q (106973.800000 sec): 3 clusters
  Score: Raw -745976.966623 + Penalty 2866.727305 = -743110.239318
  nChanged 14
		SP:Iteration 32Q (106974.000000 sec): 3 clusters
  Score: Raw -745980.329447 + Penalty 2866.727305 = -743113.602142
  nChanged 16
		SP:Iteration 33Q (106974.170000 sec): 3 clusters
  Score: Raw -745983.071144 + Penalty 2866.727305 = -743116.343839
  nChanged 11
		SP:Iteration 34Q (106974.420000 sec): 3 clusters
  Score: Raw -745984.997731 + Penalty 2866.727305 = -743118.270426
  nChanged 9
		SP:Iteration 35Q (106974.610000 sec): 3 clusters
  Score: Raw -745987.786692 + Penalty 2866.727305 = -743121.059387
  nChanged 14
		SP:Iteration 36Q (106974.790000 sec): 3 clusters
  Score: Raw -745990.449116 + Penalty 2866.727305 = -743123.721811
  nChanged 13
		SP:Iteration 37Q (106975.000000 sec): 3 clusters
  Score: Raw -745993.307571 + Penalty 2866.727305 = -743126.580266
  nChanged 12
		SP:Iteration 38Q (106975.200000 sec): 3 clusters
  Score: Raw -745996.898310 + Penalty 2866.727305 = -743130.171005
  nChanged 14
		SP:Iteration 39Q (106975.410000 sec): 3 clusters
  Score: Raw -745999.447784 + Penalty 2866.727305 = -743132.720479
  nChanged 11
		SP:Iteration 40F (106975.600000 sec): 3 clusters
  Score: Raw -746001.430946 + Penalty 2866.727305 = -743134.703641
  nChanged 10
		SP:Iteration 41Q (106975.810000 sec): 3 clusters
  Score: Raw -746003.117555 + Penalty 2866.727305 = -743136.390251
  nChanged 6
		SP:Iteration 42Q (106976.000000 sec): 3 clusters
  Score: Raw -746004.622947 + Penalty 2866.727305 = -743137.895643
  nChanged 5
		SP:Iteration 43Q (106976.190000 sec): 3 clusters
  Score: Raw -746005.324021 + Penalty 2866.727305 = -743138.596716
  nChanged 7
		SP:Iteration 44Q (106976.400000 sec): 3 clusters
  Score: Raw -746006.734399 + Penalty 2866.727305 = -743140.007094
  nChanged 5
		SP:Iteration 45Q (106976.620000 sec): 3 clusters
  Score: Raw -746007.555066 + Penalty 2866.727305 = -743140.827762
  nChanged 4
		SP:Iteration 46Q (106976.800000 sec): 3 clusters
  Score: Raw -746008.184954 + Penalty 2866.727305 = -743141.457650
  nChanged 2
		SP:Iteration 47Q (106977.010000 sec): 3 clusters
  Score: Raw -746008.447531 + Penalty 2866.727305 = -743141.720226
  nChanged 1
		SP:Iteration 48Q (106977.260000 sec): 3 clusters
  Score: Raw -746008.603341 + Penalty 2866.727305 = -743141.876036
  nChanged 1
		SP:Iteration 49Q (106977.430000 sec): 3 clusters
  Score: Raw -746008.767608 + Penalty 2866.727305 = -743142.040303
  nChanged 1
		SP:Iteration 50Q (106977.620000 sec): 3 clusters
  Score: Raw -746008.928895 + Penalty 2866.727305 = -743142.201591
  nChanged 1
		SP:Iteration 51Q (106977.820000 sec): 3 clusters
  Score: Raw -746009.080522 + Penalty 2866.727305 = -743142.353217
  nChanged 2
		SP:Iteration 52Q (106978.040000 sec): 3 clusters
  Score: Raw -746009.369601 + Penalty 2866.727305 = -743142.642296
  nChanged 3
		SP:Iteration 53Q (106978.240000 sec): 3 clusters
  Score: Raw -746009.865993 + Penalty 2866.727305 = -743143.138688
  nChanged 3
		SP:Iteration 54Q (106978.460000 sec): 3 clusters
  Score: Raw -746010.397370 + Penalty 2866.727305 = -743143.670066
  nChanged 2
		SP:Iteration 55Q (106978.690000 sec): 3 clusters
  Score: Raw -746010.649412 + Penalty 2866.727305 = -743143.922107
  nChanged 1
		SP:Iteration 56Q (106978.880000 sec): 3 clusters
  Score: Raw -746010.865011 + Penalty 2866.727305 = -743144.137706
  nChanged 0
		SP:Iteration 57F (106979.060000 sec): 3 clusters
  Score: Raw -746010.865011 + Penalty 2866.727305 = -743144.137706
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106979.160000 sec): 2 clusters
  Score: Raw -84564.454897 + Penalty 1097.623166 = -83466.831731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106979.350000 sec): 3 clusters
  Score: Raw -84433.019242 + Penalty 2195.246332 = -82237.772910
  nChanged 279
		SP:Iteration 1F (106979.530000 sec): 3 clusters
  Score: Raw -84791.227005 + Penalty 2195.246332 = -82595.980673
  nChanged 76
		SP:Iteration 2F (106979.680000 sec): 3 clusters
  Score: Raw -84905.538319 + Penalty 2195.246332 = -82710.291986
  nChanged 40
		SP:Iteration 3Q (106979.890000 sec): 3 clusters
  Score: Raw -84970.556871 + Penalty 2195.246332 = -82775.310538
  nChanged 30
		SP:Iteration 4Q (106980.060000 sec): 3 clusters
  Score: Raw -85006.844927 + Penalty 2195.246332 = -82811.598595
  nChanged 28
		SP:Iteration 5Q (106980.230000 sec): 3 clusters
  Score: Raw -85034.214687 + Penalty 2195.246332 = -82838.968354
  nChanged 21
		SP:Iteration 6Q (106980.460000 sec): 3 clusters
  Score: Raw -85061.061971 + Penalty 2195.246332 = -82865.815639
  nChanged 23
		SP:Iteration 7Q (106980.590000 sec): 3 clusters
  Score: Raw -85114.275631 + Penalty 2195.246332 = -82919.029298
  nChanged 21
		SP:Iteration 8Q (106980.780000 sec): 3 clusters
  Score: Raw -85157.715603 + Penalty 2195.246332 = -82962.469271
  nChanged 20
		SP:Iteration 9Q (106980.950000 sec): 3 clusters
  Score: Raw -85179.711362 + Penalty 2195.246332 = -82984.465029
  nChanged 12
		SP:Iteration 10Q (106981.070000 sec): 3 clusters
  Score: Raw -85200.642460 + Penalty 2195.246332 = -83005.396128
  nChanged 12
		SP:Iteration 11Q (106981.290000 sec): 3 clusters
  Score: Raw -85210.311651 + Penalty 2195.246332 = -83015.065318
  nChanged 7
		SP:Iteration 12Q (106981.420000 sec): 3 clusters
  Score: Raw -85216.264270 + Penalty 2195.246332 = -83021.017938
  nChanged 8
		SP:Iteration 13Q (106981.600000 sec): 3 clusters
  Score: Raw -85222.739193 + Penalty 2195.246332 = -83027.492860
  nChanged 6
		SP:Iteration 14Q (106981.820000 sec): 3 clusters
  Score: Raw -85229.050861 + Penalty 2195.246332 = -83033.804529
  nChanged 5
		SP:Iteration 15Q (106981.990000 sec): 3 clusters
  Score: Raw -85234.758315 + Penalty 2195.246332 = -83039.511983
  nChanged 6
		SP:Iteration 16Q (106982.170000 sec): 3 clusters
  Score: Raw -85239.883708 + Penalty 2195.246332 = -83044.637376
  nChanged 6
		SP:Iteration 17Q (106982.340000 sec): 3 clusters
  Score: Raw -85246.743782 + Penalty 2195.246332 = -83051.497450
  nChanged 8
		SP:Iteration 18Q (106982.540000 sec): 3 clusters
  Score: Raw -85257.841639 + Penalty 2195.246332 = -83062.595306
  nChanged 7
		SP:Iteration 19Q (106982.680000 sec): 3 clusters
  Score: Raw -85274.591393 + Penalty 2195.246332 = -83079.345061
  nChanged 7
		SP:Iteration 20F (106982.890000 sec): 3 clusters
  Score: Raw -85285.718762 + Penalty 2195.246332 = -83090.472430
  nChanged 4
		SP:Iteration 21Q (106983.030000 sec): 3 clusters
  Score: Raw -85292.343547 + Penalty 2195.246332 = -83097.097215
  nChanged 2
		SP:Iteration 22Q (106983.170000 sec): 3 clusters
  Score: Raw -85293.422430 + Penalty 2195.246332 = -83098.176097
  nChanged 1
		SP:Iteration 23Q (106983.260000 sec): 3 clusters
  Score: Raw -85295.921229 + Penalty 2195.246332 = -83100.674897
  nChanged 0
		SP:Iteration 24F (106983.410000 sec): 3 clusters
  Score: Raw -85295.921229 + Penalty 2195.246332 = -83100.674897
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (17198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (106983.580000 sec): 2 clusters
  Score: Raw -1878519.335243 + Penalty 1584.789111 = -1876934.546132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (106983.870000 sec): 3 clusters
  Score: Raw -1868335.479640 + Penalty 3169.578223 = -1865165.901418
  nChanged 7633
		SP:Iteration 1F (106984.100000 sec): 3 clusters
  Score: Raw -1872405.981823 + Penalty 3169.578223 = -1869236.403601
  nChanged 915
		SP:Iteration 2F (106984.410000 sec): 3 clusters
  Score: Raw -1872774.031926 + Penalty 3169.578223 = -1869604.453704
  nChanged 821
		SP:Iteration 3Q (106984.670000 sec): 3 clusters
  Score: Raw -1873188.035059 + Penalty 3169.578223 = -1870018.456836
  nChanged 901
		SP:Iteration 4F (106984.960000 sec): 3 clusters
  Score: Raw -1873753.595432 + Penalty 3169.578223 = -1870584.017210
  nChanged 980
		SP:Iteration 5F (106985.240000 sec): 3 clusters
  Score: Raw -1874393.013909 + Penalty 3169.578223 = -1871223.435687
  nChanged 1036
		SP:Iteration 6F (106985.540000 sec): 3 clusters
  Score: Raw -1875139.237062 + Penalty 3169.578223 = -1871969.658839
  nChanged 1078
		SP:Iteration 7F (106985.790000 sec): 3 clusters
  Score: Raw -1876021.656740 + Penalty 3169.578223 = -1872852.078518
  nChanged 1000
		SP:Iteration 8F (106986.080000 sec): 3 clusters
  Score: Raw -1876886.879272 + Penalty 3169.578223 = -1873717.301049
  nChanged 880
		SP:Iteration 9F (106986.350000 sec): 3 clusters
  Score: Raw -1877599.246676 + Penalty 3169.578223 = -1874429.668453
  nChanged 662
		SP:Iteration 10Q (106986.590000 sec): 3 clusters
  Score: Raw -1878094.650962 + Penalty 3169.578223 = -1874925.072739
  nChanged 509
		SP:Iteration 11Q (106986.860000 sec): 3 clusters
  Score: Raw -1878427.562540 + Penalty 3169.578223 = -1875257.984317
  nChanged 347
		SP:Iteration 12Q (106987.090000 sec): 3 clusters
  Score: Raw -1878634.409747 + Penalty 3169.578223 = -1875464.831525
  nChanged 289
		SP:Iteration 13Q (106987.370000 sec): 3 clusters
  Score: Raw -1878781.999520 + Penalty 3169.578223 = -1875612.421297
  nChanged 238
		SP:Iteration 14Q (106987.600000 sec): 3 clusters
  Score: Raw -1878896.082097 + Penalty 3169.578223 = -1875726.503875
  nChanged 201
		SP:Iteration 15Q (106987.840000 sec): 3 clusters
  Score: Raw -1878981.615552 + Penalty 3169.578223 = -1875812.037329
  nChanged 153
		SP:Iteration 16Q (106988.110000 sec): 3 clusters
  Score: Raw -1879041.689016 + Penalty 3169.578223 = -1875872.110793
  nChanged 145
		SP:Iteration 17Q (106988.330000 sec): 3 clusters
  Score: Raw -1879088.573309 + Penalty 3169.578223 = -1875918.995087
  nChanged 129
		SP:Iteration 18Q (106988.570000 sec): 3 clusters
  Score: Raw -1879134.220820 + Penalty 3169.578223 = -1875964.642597
  nChanged 119
		SP:Iteration 19Q (106988.830000 sec): 3 clusters
  Score: Raw -1879174.438244 + Penalty 3169.578223 = -1876004.860021
  nChanged 103
		SP:Iteration 20F (106989.080000 sec): 3 clusters
  Score: Raw -1879207.328039 + Penalty 3169.578223 = -1876037.749816
  nChanged 76
		SP:Iteration 21Q (106989.310000 sec): 3 clusters
  Score: Raw -1879230.395927 + Penalty 3169.578223 = -1876060.817705
  nChanged 73
		SP:Iteration 22Q (106989.560000 sec): 3 clusters
  Score: Raw -1879256.597323 + Penalty 3169.578223 = -1876087.019100
  nChanged 56
		SP:Iteration 23Q (106989.810000 sec): 3 clusters
  Score: Raw -1879273.251133 + Penalty 3169.578223 = -1876103.672910
  nChanged 63
		SP:Iteration 24Q (106990.010000 sec): 3 clusters
  Score: Raw -1879286.164740 + Penalty 3169.578223 = -1876116.586518
  nChanged 50
		SP:Iteration 25Q (106990.240000 sec): 3 clusters
  Score: Raw -1879298.378772 + Penalty 3169.578223 = -1876128.800549
  nChanged 40
		SP:Iteration 26Q (106990.520000 sec): 3 clusters
  Score: Raw -1879307.882623 + Penalty 3169.578223 = -1876138.304400
  nChanged 41
		SP:Iteration 27Q (106990.740000 sec): 3 clusters
  Score: Raw -1879317.638002 + Penalty 3169.578223 = -1876148.059779
  nChanged 45
		SP:Iteration 28Q (106990.960000 sec): 3 clusters
  Score: Raw -1879327.485617 + Penalty 3169.578223 = -1876157.907394
  nChanged 34
		SP:Iteration 29Q (106991.210000 sec): 3 clusters
  Score: Raw -1879334.669796 + Penalty 3169.578223 = -1876165.091574
  nChanged 26
		SP:Iteration 30Q (106991.500000 sec): 3 clusters
  Score: Raw -1879339.540906 + Penalty 3169.578223 = -1876169.962683
  nChanged 19
		SP:Iteration 31Q (106991.700000 sec): 3 clusters
  Score: Raw -1879344.204411 + Penalty 3169.578223 = -1876174.626188
  nChanged 20
		SP:Iteration 32Q (106991.940000 sec): 3 clusters
  Score: Raw -1879348.040710 + Penalty 3169.578223 = -1876178.462488
  nChanged 17
		SP:Iteration 33Q (106992.180000 sec): 3 clusters
  Score: Raw -1879350.901988 + Penalty 3169.578223 = -1876181.323765
  nChanged 15
		SP:Iteration 34Q (106992.330000 sec): 3 clusters
  Score: Raw -1879353.376012 + Penalty 3169.578223 = -1876183.797790
  nChanged 16
		SP:Iteration 35Q (106992.640000 sec): 3 clusters
  Score: Raw -1879355.777010 + Penalty 3169.578223 = -1876186.198787
  nChanged 13
		SP:Iteration 36Q (106992.840000 sec): 3 clusters
  Score: Raw -1879357.515434 + Penalty 3169.578223 = -1876187.937211
  nChanged 8
		SP:Iteration 37Q (106993.060000 sec): 3 clusters
  Score: Raw -1879358.308871 + Penalty 3169.578223 = -1876188.730648
  nChanged 4
		SP:Iteration 38Q (106993.330000 sec): 3 clusters
  Score: Raw -1879359.088106 + Penalty 3169.578223 = -1876189.509883
  nChanged 9
		SP:Iteration 39Q (106993.580000 sec): 3 clusters
  Score: Raw -1879360.603766 + Penalty 3169.578223 = -1876191.025544
  nChanged 13
		SP:Iteration 40F (106993.800000 sec): 3 clusters
  Score: Raw -1879363.433661 + Penalty 3169.578223 = -1876193.855439
  nChanged 22
		SP:Iteration 41Q (106994.040000 sec): 3 clusters
  Score: Raw -1879369.509013 + Penalty 3169.578223 = -1876199.930791
  nChanged 23
		SP:Iteration 42Q (106994.280000 sec): 3 clusters
  Score: Raw -1879375.389561 + Penalty 3169.578223 = -1876205.811339
  nChanged 20
		SP:Iteration 43Q (106994.530000 sec): 3 clusters
  Score: Raw -1879379.505645 + Penalty 3169.578223 = -1876209.927423
  nChanged 17
		SP:Iteration 44Q (106994.810000 sec): 3 clusters
  Score: Raw -1879382.582607 + Penalty 3169.578223 = -1876213.004384
  nChanged 17
		SP:Iteration 45Q (106995.030000 sec): 3 clusters
  Score: Raw -1879384.852081 + Penalty 3169.578223 = -1876215.273858
  nChanged 12
		SP:Iteration 46Q (106995.260000 sec): 3 clusters
  Score: Raw -1879387.160438 + Penalty 3169.578223 = -1876217.582215
  nChanged 10
		SP:Iteration 47Q (106995.560000 sec): 3 clusters
  Score: Raw -1879389.225343 + Penalty 3169.578223 = -1876219.647121
  nChanged 10
		SP:Iteration 48Q (106995.800000 sec): 3 clusters
  Score: Raw -1879391.049722 + Penalty 3169.578223 = -1876221.471500
  nChanged 13
		SP:Iteration 49Q (106996.070000 sec): 3 clusters
  Score: Raw -1879393.200644 + Penalty 3169.578223 = -1876223.622422
  nChanged 15
		SP:Iteration 50Q (106996.320000 sec): 3 clusters
  Score: Raw -1879395.790176 + Penalty 3169.578223 = -1876226.211954
  nChanged 16
		SP:Iteration 51Q (106996.590000 sec): 3 clusters
  Score: Raw -1879398.678255 + Penalty 3169.578223 = -1876229.100033
  nChanged 12
		SP:Iteration 52Q (106996.820000 sec): 3 clusters
  Score: Raw -1879400.225312 + Penalty 3169.578223 = -1876230.647090
  nChanged 6
		SP:Iteration 53Q (106997.100000 sec): 3 clusters
  Score: Raw -1879400.705093 + Penalty 3169.578223 = -1876231.126871
  nChanged 2
		SP:Iteration 54Q (106997.380000 sec): 3 clusters
  Score: Raw -1879401.131648 + Penalty 3169.578223 = -1876231.553426
  nChanged 6
		SP:Iteration 55Q (106997.610000 sec): 3 clusters
  Score: Raw -1879401.910531 + Penalty 3169.578223 = -1876232.332308
  nChanged 4
		SP:Iteration 56Q (106997.820000 sec): 3 clusters
  Score: Raw -1879402.779062 + Penalty 3169.578223 = -1876233.200839
  nChanged 4
		SP:Iteration 57Q (106998.070000 sec): 3 clusters
  Score: Raw -1879403.832366 + Penalty 3169.578223 = -1876234.254144
  nChanged 9
		SP:Iteration 58Q (106998.320000 sec): 3 clusters
  Score: Raw -1879406.037002 + Penalty 3169.578223 = -1876236.458780
  nChanged 12
		SP:Iteration 59Q (106998.600000 sec): 3 clusters
  Score: Raw -1879408.381225 + Penalty 3169.578223 = -1876238.803002
  nChanged 10
		SP:Iteration 60F (106998.820000 sec): 3 clusters
  Score: Raw -1879410.002637 + Penalty 3169.578223 = -1876240.424415
  nChanged 7
		SP:Iteration 61Q (106999.070000 sec): 3 clusters
  Score: Raw -1879411.279839 + Penalty 3169.578223 = -1876241.701616
  nChanged 4
		SP:Iteration 62Q (106999.290000 sec): 3 clusters
  Score: Raw -1879411.907512 + Penalty 3169.578223 = -1876242.329290
  nChanged 5
		SP:Iteration 63Q (106999.520000 sec): 3 clusters
  Score: Raw -1879412.453070 + Penalty 3169.578223 = -1876242.874848
  nChanged 3
		SP:Iteration 64Q (106999.810000 sec): 3 clusters
  Score: Raw -1879412.746920 + Penalty 3169.578223 = -1876243.168698
  nChanged 3
		SP:Iteration 65Q (107000.060000 sec): 3 clusters
  Score: Raw -1879412.980296 + Penalty 3169.578223 = -1876243.402073
  nChanged 0
		SP:Iteration 66F (107000.300000 sec): 3 clusters
  Score: Raw -1879412.980296 + Penalty 3169.578223 = -1876243.402073
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107000.420000 sec): 2 clusters
  Score: Raw -437721.496871 + Penalty 1349.641153 = -436371.855718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107000.570000 sec): 3 clusters
  Score: Raw -435707.314275 + Penalty 2699.282306 = -433008.031969
  nChanged 1627
		SP:Iteration 1F (107000.740000 sec): 3 clusters
  Score: Raw -436664.179369 + Penalty 2699.282306 = -433964.897063
  nChanged 357
		SP:Iteration 2F (107000.880000 sec): 3 clusters
  Score: Raw -436939.481396 + Penalty 2699.282306 = -434240.199090
  nChanged 270
		SP:Iteration 3F (107001.030000 sec): 3 clusters
  Score: Raw -437150.220326 + Penalty 2699.282306 = -434450.938020
  nChanged 260
		SP:Iteration 4F (107001.220000 sec): 3 clusters
  Score: Raw -437355.894733 + Penalty 2699.282306 = -434656.612428
  nChanged 216
		SP:Iteration 5F (107001.390000 sec): 3 clusters
  Score: Raw -437504.163574 + Penalty 2699.282306 = -434804.881268
  nChanged 169
		SP:Iteration 6Q (107001.600000 sec): 3 clusters
  Score: Raw -437608.394943 + Penalty 2699.282306 = -434909.112638
  nChanged 132
		SP:Iteration 7Q (107001.760000 sec): 3 clusters
  Score: Raw -437681.390847 + Penalty 2699.282306 = -434982.108541
  nChanged 110
		SP:Iteration 8Q (107001.950000 sec): 3 clusters
  Score: Raw -437732.091110 + Penalty 2699.282306 = -435032.808804
  nChanged 73
		SP:Iteration 9Q (107002.110000 sec): 3 clusters
  Score: Raw -437763.596214 + Penalty 2699.282306 = -435064.313908
  nChanged 50
		SP:Iteration 10Q (107002.270000 sec): 3 clusters
  Score: Raw -437782.732665 + Penalty 2699.282306 = -435083.450359
  nChanged 45
		SP:Iteration 11Q (107002.470000 sec): 3 clusters
  Score: Raw -437798.509319 + Penalty 2699.282306 = -435099.227014
  nChanged 33
		SP:Iteration 12Q (107002.680000 sec): 3 clusters
  Score: Raw -437810.758755 + Penalty 2699.282306 = -435111.476449
  nChanged 27
		SP:Iteration 13Q (107002.850000 sec): 3 clusters
  Score: Raw -437819.878958 + Penalty 2699.282306 = -435120.596652
  nChanged 15
		SP:Iteration 14Q (107003.030000 sec): 3 clusters
  Score: Raw -437824.277140 + Penalty 2699.282306 = -435124.994835
  nChanged 14
		SP:Iteration 15Q (107003.210000 sec): 3 clusters
  Score: Raw -437827.482665 + Penalty 2699.282306 = -435128.200359
  nChanged 11
		SP:Iteration 16Q (107003.450000 sec): 3 clusters
  Score: Raw -437831.082938 + Penalty 2699.282306 = -435131.800632
  nChanged 8
		SP:Iteration 17Q (107003.640000 sec): 3 clusters
  Score: Raw -437833.223111 + Penalty 2699.282306 = -435133.940805
  nChanged 8
		SP:Iteration 18Q (107003.800000 sec): 3 clusters
  Score: Raw -437835.160064 + Penalty 2699.282306 = -435135.877758
  nChanged 7
		SP:Iteration 19Q (107004.000000 sec): 3 clusters
  Score: Raw -437836.973253 + Penalty 2699.282306 = -435137.690948
  nChanged 7
		SP:Iteration 20F (107004.220000 sec): 3 clusters
  Score: Raw -437838.360592 + Penalty 2699.282306 = -435139.078287
  nChanged 5
		SP:Iteration 21Q (107004.410000 sec): 3 clusters
  Score: Raw -437839.880710 + Penalty 2699.282306 = -435140.598405
  nChanged 6
		SP:Iteration 22Q (107004.610000 sec): 3 clusters
  Score: Raw -437841.388918 + Penalty 2699.282306 = -435142.106612
  nChanged 4
		SP:Iteration 23Q (107004.800000 sec): 3 clusters
  Score: Raw -437842.433268 + Penalty 2699.282306 = -435143.150962
  nChanged 8
		SP:Iteration 24Q (107004.990000 sec): 3 clusters
  Score: Raw -437844.236316 + Penalty 2699.282306 = -435144.954010
  nChanged 4
		SP:Iteration 25Q (107005.110000 sec): 3 clusters
  Score: Raw -437845.394690 + Penalty 2699.282306 = -435146.112384
  nChanged 5
		SP:Iteration 26Q (107005.350000 sec): 3 clusters
  Score: Raw -437847.047160 + Penalty 2699.282306 = -435147.764855
  nChanged 5
		SP:Iteration 27Q (107005.510000 sec): 3 clusters
  Score: Raw -437848.062290 + Penalty 2699.282306 = -435148.779984
  nChanged 2
		SP:Iteration 28Q (107005.660000 sec): 3 clusters
  Score: Raw -437848.509319 + Penalty 2699.282306 = -435149.227013
  nChanged 2
		SP:Iteration 29Q (107005.860000 sec): 3 clusters
  Score: Raw -437849.338216 + Penalty 2699.282306 = -435150.055911
  nChanged 3
		SP:Iteration 30Q (107006.070000 sec): 3 clusters
  Score: Raw -437850.706614 + Penalty 2699.282306 = -435151.424308
  nChanged 7
		SP:Iteration 31Q (107006.250000 sec): 3 clusters
  Score: Raw -437852.536473 + Penalty 2699.282306 = -435153.254167
  nChanged 4
		SP:Iteration 32Q (107006.450000 sec): 3 clusters
  Score: Raw -437853.907494 + Penalty 2699.282306 = -435154.625189
  nChanged 2
		SP:Iteration 33Q (107006.630000 sec): 3 clusters
  Score: Raw -437854.406905 + Penalty 2699.282306 = -435155.124599
  nChanged 1
		SP:Iteration 34Q (107006.810000 sec): 3 clusters
  Score: Raw -437854.782978 + Penalty 2699.282306 = -435155.500672
  nChanged 1
		SP:Iteration 35Q (107006.950000 sec): 3 clusters
  Score: Raw -437854.880503 + Penalty 2699.282306 = -435155.598197
  nChanged 0
		SP:Iteration 36F (107007.150000 sec): 3 clusters
  Score: Raw -437854.880503 + Penalty 2699.282306 = -435155.598197
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107007.290000 sec): 2 clusters
  Score: Raw -1280350.865815 + Penalty 1534.145662 = -1278816.720153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107007.530000 sec): 3 clusters
  Score: Raw -1273026.937546 + Penalty 3068.291324 = -1269958.646221
  nChanged 5526
		SP:Iteration 1F (107007.690000 sec): 3 clusters
  Score: Raw -1276012.721522 + Penalty 3068.291324 = -1272944.430198
  nChanged 769
		SP:Iteration 2F (107007.890000 sec): 3 clusters
  Score: Raw -1276392.336116 + Penalty 3068.291324 = -1273324.044792
  nChanged 736
		SP:Iteration 3F (107008.130000 sec): 3 clusters
  Score: Raw -1276754.513128 + Penalty 3068.291324 = -1273686.221804
  nChanged 651
		SP:Iteration 4F (107008.320000 sec): 3 clusters
  Score: Raw -1277096.800863 + Penalty 3068.291324 = -1274028.509539
  nChanged 650
		SP:Iteration 5F (107008.550000 sec): 3 clusters
  Score: Raw -1277463.361014 + Penalty 3068.291324 = -1274395.069690
  nChanged 672
		SP:Iteration 6F (107008.790000 sec): 3 clusters
  Score: Raw -1277901.440970 + Penalty 3068.291324 = -1274833.149645
  nChanged 701
		SP:Iteration 7F (107009.010000 sec): 3 clusters
  Score: Raw -1278371.765884 + Penalty 3068.291324 = -1275303.474560
  nChanged 647
		SP:Iteration 8F (107009.250000 sec): 3 clusters
  Score: Raw -1278814.639081 + Penalty 3068.291324 = -1275746.347756
  nChanged 577
		SP:Iteration 9Q (107009.530000 sec): 3 clusters
  Score: Raw -1279201.073876 + Penalty 3068.291324 = -1276132.782552
  nChanged 478
		SP:Iteration 10Q (107009.710000 sec): 3 clusters
  Score: Raw -1279509.745299 + Penalty 3068.291324 = -1276441.453974
  nChanged 404
		SP:Iteration 11Q (107009.890000 sec): 3 clusters
  Score: Raw -1279773.431856 + Penalty 3068.291324 = -1276705.140532
  nChanged 347
		SP:Iteration 12Q (107010.160000 sec): 3 clusters
  Score: Raw -1279991.931618 + Penalty 3068.291324 = -1276923.640294
  nChanged 273
		SP:Iteration 13Q (107010.410000 sec): 3 clusters
  Score: Raw -1280152.612711 + Penalty 3068.291324 = -1277084.321386
  nChanged 192
		SP:Iteration 14Q (107010.630000 sec): 3 clusters
  Score: Raw -1280278.675899 + Penalty 3068.291324 = -1277210.384574
  nChanged 158
		SP:Iteration 15Q (107010.860000 sec): 3 clusters
  Score: Raw -1280389.283388 + Penalty 3068.291324 = -1277320.992064
  nChanged 125
		SP:Iteration 16Q (107011.040000 sec): 3 clusters
  Score: Raw -1280473.147586 + Penalty 3068.291324 = -1277404.856261
  nChanged 96
		SP:Iteration 17Q (107011.290000 sec): 3 clusters
  Score: Raw -1280537.046226 + Penalty 3068.291324 = -1277468.754901
  nChanged 64
		SP:Iteration 18Q (107011.470000 sec): 3 clusters
  Score: Raw -1280579.320673 + Penalty 3068.291324 = -1277511.029349
  nChanged 39
		SP:Iteration 19Q (107011.690000 sec): 3 clusters
  Score: Raw -1280611.847862 + Penalty 3068.291324 = -1277543.556538
  nChanged 29
		SP:Iteration 20F (107011.950000 sec): 3 clusters
  Score: Raw -1280634.674651 + Penalty 3068.291324 = -1277566.383326
  nChanged 25
		SP:Iteration 21Q (107012.170000 sec): 3 clusters
  Score: Raw -1280652.152046 + Penalty 3068.291324 = -1277583.860722
  nChanged 30
		SP:Iteration 22Q (107012.440000 sec): 3 clusters
  Score: Raw -1280676.756963 + Penalty 3068.291324 = -1277608.465639
  nChanged 23
		SP:Iteration 23Q (107012.670000 sec): 3 clusters
  Score: Raw -1280695.100015 + Penalty 3068.291324 = -1277626.808691
  nChanged 16
		SP:Iteration 24Q (107012.910000 sec): 3 clusters
  Score: Raw -1280706.855508 + Penalty 3068.291324 = -1277638.564184
  nChanged 16
		SP:Iteration 25Q (107013.130000 sec): 3 clusters
  Score: Raw -1280721.456332 + Penalty 3068.291324 = -1277653.165007
  nChanged 13
		SP:Iteration 26Q (107013.310000 sec): 3 clusters
  Score: Raw -1280732.519719 + Penalty 3068.291324 = -1277664.228395
  nChanged 11
		SP:Iteration 27Q (107013.510000 sec): 3 clusters
  Score: Raw -1280738.915095 + Penalty 3068.291324 = -1277670.623770
  nChanged 5
		SP:Iteration 28Q (107013.690000 sec): 3 clusters
  Score: Raw -1280742.005310 + Penalty 3068.291324 = -1277673.713986
  nChanged 4
		SP:Iteration 29Q (107013.950000 sec): 3 clusters
  Score: Raw -1280745.174124 + Penalty 3068.291324 = -1277676.882799
  nChanged 4
		SP:Iteration 30Q (107014.160000 sec): 3 clusters
  Score: Raw -1280747.506401 + Penalty 3068.291324 = -1277679.215077
  nChanged 3
		SP:Iteration 31Q (107014.370000 sec): 3 clusters
  Score: Raw -1280750.874577 + Penalty 3068.291324 = -1277682.583253
  nChanged 3
		SP:Iteration 32Q (107014.550000 sec): 3 clusters
  Score: Raw -1280752.581530 + Penalty 3068.291324 = -1277684.290206
  nChanged 2
		SP:Iteration 33Q (107014.780000 sec): 3 clusters
  Score: Raw -1280753.952787 + Penalty 3068.291324 = -1277685.661463
  nChanged 0
		SP:Iteration 34F (107014.980000 sec): 3 clusters
  Score: Raw -1280753.952787 + Penalty 3068.291324 = -1277685.661463
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107015.170000 sec): 2 clusters
  Score: Raw -1215134.601655 + Penalty 1509.802210 = -1213624.799445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107015.370000 sec): 3 clusters
  Score: Raw -1208980.547358 + Penalty 3019.604420 = -1205960.942939
  nChanged 4727
		SP:Iteration 1F (107015.620000 sec): 3 clusters
  Score: Raw -1211546.990366 + Penalty 3019.604420 = -1208527.385946
  nChanged 708
		SP:Iteration 2F (107015.840000 sec): 3 clusters
  Score: Raw -1211965.608457 + Penalty 3019.604420 = -1208946.004037
  nChanged 778
		SP:Iteration 3F (107016.090000 sec): 3 clusters
  Score: Raw -1212496.478858 + Penalty 3019.604420 = -1209476.874439
  nChanged 768
		SP:Iteration 4F (107016.260000 sec): 3 clusters
  Score: Raw -1213049.754621 + Penalty 3019.604420 = -1210030.150202
  nChanged 769
		SP:Iteration 5F (107016.480000 sec): 3 clusters
  Score: Raw -1213572.068080 + Penalty 3019.604420 = -1210552.463660
  nChanged 662
		SP:Iteration 6F (107016.700000 sec): 3 clusters
  Score: Raw -1213997.050260 + Penalty 3019.604420 = -1210977.445840
  nChanged 530
		SP:Iteration 7Q (107016.960000 sec): 3 clusters
  Score: Raw -1214296.102488 + Penalty 3019.604420 = -1211276.498069
  nChanged 411
		SP:Iteration 8Q (107017.190000 sec): 3 clusters
  Score: Raw -1214492.242107 + Penalty 3019.604420 = -1211472.637688
  nChanged 276
		SP:Iteration 9Q (107017.430000 sec): 3 clusters
  Score: Raw -1214589.877742 + Penalty 3019.604420 = -1211570.273322
  nChanged 192
		SP:Iteration 10Q (107017.630000 sec): 3 clusters
  Score: Raw -1214650.372720 + Penalty 3019.604420 = -1211630.768301
  nChanged 156
		SP:Iteration 11Q (107017.890000 sec): 3 clusters
  Score: Raw -1214692.926177 + Penalty 3019.604420 = -1211673.321758
  nChanged 124
		SP:Iteration 12Q (107018.110000 sec): 3 clusters
  Score: Raw -1214722.780847 + Penalty 3019.604420 = -1211703.176428
  nChanged 89
		SP:Iteration 13Q (107018.360000 sec): 3 clusters
  Score: Raw -1214744.162561 + Penalty 3019.604420 = -1211724.558141
  nChanged 91
		SP:Iteration 14Q (107018.550000 sec): 3 clusters
  Score: Raw -1214763.649856 + Penalty 3019.604420 = -1211744.045437
  nChanged 74
		SP:Iteration 15Q (107018.790000 sec): 3 clusters
  Score: Raw -1214779.400005 + Penalty 3019.604420 = -1211759.795585
  nChanged 54
		SP:Iteration 16Q (107019.070000 sec): 3 clusters
  Score: Raw -1214789.545534 + Penalty 3019.604420 = -1211769.941115
  nChanged 54
		SP:Iteration 17Q (107019.270000 sec): 3 clusters
  Score: Raw -1214802.196353 + Penalty 3019.604420 = -1211782.591933
  nChanged 54
		SP:Iteration 18Q (107019.500000 sec): 3 clusters
  Score: Raw -1214811.983233 + Penalty 3019.604420 = -1211792.378814
  nChanged 39
		SP:Iteration 19Q (107019.670000 sec): 3 clusters
  Score: Raw -1214818.793908 + Penalty 3019.604420 = -1211799.189489
  nChanged 36
		SP:Iteration 20F (107019.890000 sec): 3 clusters
  Score: Raw -1214825.542678 + Penalty 3019.604420 = -1211805.938259
  nChanged 29
		SP:Iteration 21Q (107020.080000 sec): 3 clusters
  Score: Raw -1214829.979479 + Penalty 3019.604420 = -1211810.375060
  nChanged 25
		SP:Iteration 22Q (107020.260000 sec): 3 clusters
  Score: Raw -1214834.805233 + Penalty 3019.604420 = -1211815.200814
  nChanged 24
		SP:Iteration 23Q (107020.510000 sec): 3 clusters
  Score: Raw -1214839.238819 + Penalty 3019.604420 = -1211819.634400
  nChanged 26
		SP:Iteration 24Q (107020.790000 sec): 3 clusters
  Score: Raw -1214845.327851 + Penalty 3019.604420 = -1211825.723431
  nChanged 32
		SP:Iteration 25Q (107021.010000 sec): 3 clusters
  Score: Raw -1214851.615507 + Penalty 3019.604420 = -1211832.011087
  nChanged 25
		SP:Iteration 26Q (107021.180000 sec): 3 clusters
  Score: Raw -1214855.717335 + Penalty 3019.604420 = -1211836.112915
  nChanged 16
		SP:Iteration 27Q (107021.420000 sec): 3 clusters
  Score: Raw -1214858.484709 + Penalty 3019.604420 = -1211838.880289
  nChanged 17
		SP:Iteration 28Q (107021.640000 sec): 3 clusters
  Score: Raw -1214861.308003 + Penalty 3019.604420 = -1211841.703584
  nChanged 19
		SP:Iteration 29Q (107021.880000 sec): 3 clusters
  Score: Raw -1214864.435304 + Penalty 3019.604420 = -1211844.830884
  nChanged 20
		SP:Iteration 30Q (107022.090000 sec): 3 clusters
  Score: Raw -1214867.929703 + Penalty 3019.604420 = -1211848.325283
  nChanged 19
		SP:Iteration 31Q (107022.320000 sec): 3 clusters
  Score: Raw -1214871.012177 + Penalty 3019.604420 = -1211851.407757
  nChanged 23
		SP:Iteration 32Q (107022.570000 sec): 3 clusters
  Score: Raw -1214875.422793 + Penalty 3019.604420 = -1211855.818373
  nChanged 22
		SP:Iteration 33Q (107022.810000 sec): 3 clusters
  Score: Raw -1214879.829098 + Penalty 3019.604420 = -1211860.224678
  nChanged 19
		SP:Iteration 34Q (107023.060000 sec): 3 clusters
  Score: Raw -1214883.181667 + Penalty 3019.604420 = -1211863.577248
  nChanged 19
		SP:Iteration 35Q (107023.300000 sec): 3 clusters
  Score: Raw -1214886.060186 + Penalty 3019.604420 = -1211866.455766
  nChanged 15
		SP:Iteration 36Q (107023.540000 sec): 3 clusters
  Score: Raw -1214888.358217 + Penalty 3019.604420 = -1211868.753797
  nChanged 12
		SP:Iteration 37Q (107023.820000 sec): 3 clusters
  Score: Raw -1214889.976585 + Penalty 3019.604420 = -1211870.372165
  nChanged 10
		SP:Iteration 38Q (107023.980000 sec): 3 clusters
  Score: Raw -1214892.296877 + Penalty 3019.604420 = -1211872.692457
  nChanged 13
		SP:Iteration 39Q (107024.220000 sec): 3 clusters
  Score: Raw -1214894.465623 + Penalty 3019.604420 = -1211874.861203
  nChanged 17
		SP:Iteration 40F (107024.470000 sec): 3 clusters
  Score: Raw -1214898.155146 + Penalty 3019.604420 = -1211878.550727
  nChanged 16
		SP:Iteration 41Q (107024.720000 sec): 3 clusters
  Score: Raw -1214901.484582 + Penalty 3019.604420 = -1211881.880163
  nChanged 11
		SP:Iteration 42Q (107025.000000 sec): 3 clusters
  Score: Raw -1214903.495955 + Penalty 3019.604420 = -1211883.891536
  nChanged 10
		SP:Iteration 43Q (107025.190000 sec): 3 clusters
  Score: Raw -1214905.010176 + Penalty 3019.604420 = -1211885.405756
  nChanged 11
		SP:Iteration 44Q (107025.340000 sec): 3 clusters
  Score: Raw -1214907.088319 + Penalty 3019.604420 = -1211887.483900
  nChanged 14
		SP:Iteration 45Q (107025.540000 sec): 3 clusters
  Score: Raw -1214909.856452 + Penalty 3019.604420 = -1211890.252032
  nChanged 19
		SP:Iteration 46Q (107025.790000 sec): 3 clusters
  Score: Raw -1214912.998950 + Penalty 3019.604420 = -1211893.394531
  nChanged 21
		SP:Iteration 47Q (107025.960000 sec): 3 clusters
  Score: Raw -1214917.640551 + Penalty 3019.604420 = -1211898.036131
  nChanged 30
		SP:Iteration 48Q (107026.170000 sec): 3 clusters
  Score: Raw -1214926.083362 + Penalty 3019.604420 = -1211906.478943
  nChanged 38
		SP:Iteration 49Q (107026.360000 sec): 3 clusters
  Score: Raw -1214935.766138 + Penalty 3019.604420 = -1211916.161719
  nChanged 29
		SP:Iteration 50Q (107026.580000 sec): 3 clusters
  Score: Raw -1214942.142789 + Penalty 3019.604420 = -1211922.538370
  nChanged 27
		SP:Iteration 51Q (107026.820000 sec): 3 clusters
  Score: Raw -1214949.872229 + Penalty 3019.604420 = -1211930.267810
  nChanged 27
		SP:Iteration 52Q (107027.060000 sec): 3 clusters
  Score: Raw -1214955.700505 + Penalty 3019.604420 = -1211936.096085
  nChanged 25
		SP:Iteration 53Q (107027.280000 sec): 3 clusters
  Score: Raw -1214962.548371 + Penalty 3019.604420 = -1211942.943952
  nChanged 25
		SP:Iteration 54Q (107027.550000 sec): 3 clusters
  Score: Raw -1214967.775076 + Penalty 3019.604420 = -1211948.170656
  nChanged 26
		SP:Iteration 55Q (107027.750000 sec): 3 clusters
  Score: Raw -1214972.381193 + Penalty 3019.604420 = -1211952.776773
  nChanged 22
		SP:Iteration 56Q (107028.010000 sec): 3 clusters
  Score: Raw -1214977.099944 + Penalty 3019.604420 = -1211957.495524
  nChanged 27
		SP:Iteration 57Q (107028.220000 sec): 3 clusters
  Score: Raw -1214984.628021 + Penalty 3019.604420 = -1211965.023602
  nChanged 23
		SP:Iteration 58Q (107028.440000 sec): 3 clusters
  Score: Raw -1214990.520008 + Penalty 3019.604420 = -1211970.915588
  nChanged 31
		SP:Iteration 59Q (107028.680000 sec): 3 clusters
  Score: Raw -1214999.651633 + Penalty 3019.604420 = -1211980.047213
  nChanged 28
		SP:Iteration 60F (107028.930000 sec): 3 clusters
  Score: Raw -1215008.879207 + Penalty 3019.604420 = -1211989.274788
  nChanged 27
		SP:Iteration 61Q (107029.160000 sec): 3 clusters
  Score: Raw -1215015.519218 + Penalty 3019.604420 = -1211995.914798
  nChanged 26
		SP:Iteration 62Q (107029.420000 sec): 3 clusters
  Score: Raw -1215021.980635 + Penalty 3019.604420 = -1212002.376216
  nChanged 21
		SP:Iteration 63Q (107029.630000 sec): 3 clusters
  Score: Raw -1215026.303787 + Penalty 3019.604420 = -1212006.699368
  nChanged 11
		SP:Iteration 64Q (107029.870000 sec): 3 clusters
  Score: Raw -1215029.221335 + Penalty 3019.604420 = -1212009.616916
  nChanged 15
		SP:Iteration 65Q (107030.060000 sec): 3 clusters
  Score: Raw -1215033.206109 + Penalty 3019.604420 = -1212013.601689
  nChanged 14
		SP:Iteration 66Q (107030.300000 sec): 3 clusters
  Score: Raw -1215036.821752 + Penalty 3019.604420 = -1212017.217333
  nChanged 17
		SP:Iteration 67Q (107030.480000 sec): 3 clusters
  Score: Raw -1215041.274112 + Penalty 3019.604420 = -1212021.669692
  nChanged 14
		SP:Iteration 68Q (107030.700000 sec): 3 clusters
  Score: Raw -1215045.805043 + Penalty 3019.604420 = -1212026.200624
  nChanged 18
		SP:Iteration 69Q (107030.920000 sec): 3 clusters
  Score: Raw -1215050.935782 + Penalty 3019.604420 = -1212031.331362
  nChanged 17
		SP:Iteration 70Q (107031.170000 sec): 3 clusters
  Score: Raw -1215056.098097 + Penalty 3019.604420 = -1212036.493677
  nChanged 13
		SP:Iteration 71Q (107031.420000 sec): 3 clusters
  Score: Raw -1215059.534950 + Penalty 3019.604420 = -1212039.930531
  nChanged 17
		SP:Iteration 72Q (107031.590000 sec): 3 clusters
  Score: Raw -1215063.184459 + Penalty 3019.604420 = -1212043.580039
  nChanged 10
		SP:Iteration 73Q (107031.800000 sec): 3 clusters
  Score: Raw -1215064.784782 + Penalty 3019.604420 = -1212045.180362
  nChanged 6
		SP:Iteration 74Q (107032.050000 sec): 3 clusters
  Score: Raw -1215066.314029 + Penalty 3019.604420 = -1212046.709609
  nChanged 5
		SP:Iteration 75Q (107032.290000 sec): 3 clusters
  Score: Raw -1215067.292020 + Penalty 3019.604420 = -1212047.687601
  nChanged 7
		SP:Iteration 76Q (107032.520000 sec): 3 clusters
  Score: Raw -1215068.462229 + Penalty 3019.604420 = -1212048.857809
  nChanged 6
		SP:Iteration 77Q (107032.700000 sec): 3 clusters
  Score: Raw -1215069.873563 + Penalty 3019.604420 = -1212050.269143
  nChanged 8
		SP:Iteration 78Q (107032.940000 sec): 3 clusters
  Score: Raw -1215071.842728 + Penalty 3019.604420 = -1212052.238308
  nChanged 8
		SP:Iteration 79Q (107033.150000 sec): 3 clusters
  Score: Raw -1215073.767169 + Penalty 3019.604420 = -1212054.162750
  nChanged 9
		SP:Iteration 80F (107033.370000 sec): 3 clusters
  Score: Raw -1215076.764445 + Penalty 3019.604420 = -1212057.160025
  nChanged 15
		SP:Iteration 81Q (107033.550000 sec): 3 clusters
  Score: Raw -1215081.852682 + Penalty 3019.604420 = -1212062.248262
  nChanged 15
		SP:Iteration 82Q (107033.780000 sec): 3 clusters
  Score: Raw -1215086.526447 + Penalty 3019.604420 = -1212066.922027
  nChanged 9
		SP:Iteration 83Q (107033.970000 sec): 3 clusters
  Score: Raw -1215088.491432 + Penalty 3019.604420 = -1212068.887012
  nChanged 5
		SP:Iteration 84Q (107034.230000 sec): 3 clusters
  Score: Raw -1215089.353584 + Penalty 3019.604420 = -1212069.749165
  nChanged 3
		SP:Iteration 85Q (107034.440000 sec): 3 clusters
  Score: Raw -1215089.775530 + Penalty 3019.604420 = -1212070.171111
  nChanged 3
		SP:Iteration 86Q (107034.680000 sec): 3 clusters
  Score: Raw -1215090.934083 + Penalty 3019.604420 = -1212071.329663
  nChanged 7
		SP:Iteration 87Q (107034.880000 sec): 3 clusters
  Score: Raw -1215092.924328 + Penalty 3019.604420 = -1212073.319909
  nChanged 11
		SP:Iteration 88Q (107035.110000 sec): 3 clusters
  Score: Raw -1215096.011091 + Penalty 3019.604420 = -1212076.406671
  nChanged 13
		SP:Iteration 89Q (107035.340000 sec): 3 clusters
  Score: Raw -1215099.257569 + Penalty 3019.604420 = -1212079.653149
  nChanged 8
		SP:Iteration 90Q (107035.520000 sec): 3 clusters
  Score: Raw -1215101.561247 + Penalty 3019.604420 = -1212081.956828
  nChanged 7
		SP:Iteration 91Q (107035.810000 sec): 3 clusters
  Score: Raw -1215102.702417 + Penalty 3019.604420 = -1212083.097997
  nChanged 4
		SP:Iteration 92Q (107036.000000 sec): 3 clusters
  Score: Raw -1215103.686700 + Penalty 3019.604420 = -1212084.082281
  nChanged 6
		SP:Iteration 93Q (107036.260000 sec): 3 clusters
  Score: Raw -1215104.880201 + Penalty 3019.604420 = -1212085.275781
  nChanged 4
		SP:Iteration 94Q (107036.470000 sec): 3 clusters
  Score: Raw -1215105.771749 + Penalty 3019.604420 = -1212086.167329
  nChanged 2
		SP:Iteration 95Q (107036.700000 sec): 3 clusters
  Score: Raw -1215106.232213 + Penalty 3019.604420 = -1212086.627794
  nChanged 2
		SP:Iteration 96Q (107036.950000 sec): 3 clusters
  Score: Raw -1215106.567105 + Penalty 3019.604420 = -1212086.962686
  nChanged 2
		SP:Iteration 97Q (107037.150000 sec): 3 clusters
  Score: Raw -1215106.812307 + Penalty 3019.604420 = -1212087.207887
  nChanged 0
		SP:Iteration 98F (107037.380000 sec): 3 clusters
  Score: Raw -1215106.812307 + Penalty 3019.604420 = -1212087.207887
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107037.550000 sec): 2 clusters
  Score: Raw -1180932.723772 + Penalty 1519.561103 = -1179413.162669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107037.790000 sec): 3 clusters
  Score: Raw -1174293.336660 + Penalty 3039.122206 = -1171254.214454
  nChanged 5001
		SP:Iteration 1F (107037.980000 sec): 3 clusters
  Score: Raw -1177102.203248 + Penalty 3039.122206 = -1174063.081042
  nChanged 788
		SP:Iteration 2F (107038.200000 sec): 3 clusters
  Score: Raw -1177482.412252 + Penalty 3039.122206 = -1174443.290046
  nChanged 684
		SP:Iteration 3F (107038.410000 sec): 3 clusters
  Score: Raw -1177811.304344 + Penalty 3039.122206 = -1174772.182138
  nChanged 619
		SP:Iteration 4F (107038.630000 sec): 3 clusters
  Score: Raw -1178133.093559 + Penalty 3039.122206 = -1175093.971353
  nChanged 568
		SP:Iteration 5Q (107038.890000 sec): 3 clusters
  Score: Raw -1178444.009777 + Penalty 3039.122206 = -1175404.887572
  nChanged 549
		SP:Iteration 6Q (107039.120000 sec): 3 clusters
  Score: Raw -1178740.099627 + Penalty 3039.122206 = -1175700.977421
  nChanged 535
		SP:Iteration 7Q (107039.350000 sec): 3 clusters
  Score: Raw -1179044.761922 + Penalty 3039.122206 = -1176005.639716
  nChanged 509
		SP:Iteration 8Q (107039.600000 sec): 3 clusters
  Score: Raw -1179334.677052 + Penalty 3039.122206 = -1176295.554846
  nChanged 483
		SP:Iteration 9Q (107039.820000 sec): 3 clusters
  Score: Raw -1179600.205148 + Penalty 3039.122206 = -1176561.082942
  nChanged 424
		SP:Iteration 10Q (107040.050000 sec): 3 clusters
  Score: Raw -1179796.023544 + Penalty 3039.122206 = -1176756.901338
  nChanged 320
		SP:Iteration 11Q (107040.270000 sec): 3 clusters
  Score: Raw -1179921.195768 + Penalty 3039.122206 = -1176882.073562
  nChanged 259
		SP:Iteration 12Q (107040.510000 sec): 3 clusters
  Score: Raw -1180026.202135 + Penalty 3039.122206 = -1176987.079930
  nChanged 259
		SP:Iteration 13Q (107040.740000 sec): 3 clusters
  Score: Raw -1180132.049302 + Penalty 3039.122206 = -1177092.927096
  nChanged 251
		SP:Iteration 14Q (107040.940000 sec): 3 clusters
  Score: Raw -1180242.856088 + Penalty 3039.122206 = -1177203.733883
  nChanged 244
		SP:Iteration 15Q (107041.180000 sec): 3 clusters
  Score: Raw -1180347.415029 + Penalty 3039.122206 = -1177308.292823
  nChanged 254
		SP:Iteration 16Q (107041.390000 sec): 3 clusters
  Score: Raw -1180469.530632 + Penalty 3039.122206 = -1177430.408426
  nChanged 243
		SP:Iteration 17Q (107041.610000 sec): 3 clusters
  Score: Raw -1180588.904592 + Penalty 3039.122206 = -1177549.782386
  nChanged 234
		SP:Iteration 18Q (107041.830000 sec): 3 clusters
  Score: Raw -1180697.244385 + Penalty 3039.122206 = -1177658.122179
  nChanged 219
		SP:Iteration 19Q (107042.050000 sec): 3 clusters
  Score: Raw -1180792.964150 + Penalty 3039.122206 = -1177753.841944
  nChanged 185
		SP:Iteration 20F (107042.230000 sec): 3 clusters
  Score: Raw -1180869.939744 + Penalty 3039.122206 = -1177830.817538
  nChanged 161
		SP:Iteration 21Q (107042.480000 sec): 3 clusters
  Score: Raw -1180933.501033 + Penalty 3039.122206 = -1177894.378827
  nChanged 170
		SP:Iteration 22Q (107042.710000 sec): 3 clusters
  Score: Raw -1180995.784690 + Penalty 3039.122206 = -1177956.662484
  nChanged 153
		SP:Iteration 23Q (107042.950000 sec): 3 clusters
  Score: Raw -1181056.354981 + Penalty 3039.122206 = -1178017.232775
  nChanged 149
		SP:Iteration 24Q (107043.200000 sec): 3 clusters
  Score: Raw -1181117.743510 + Penalty 3039.122206 = -1178078.621304
  nChanged 150
		SP:Iteration 25Q (107043.380000 sec): 3 clusters
  Score: Raw -1181180.010041 + Penalty 3039.122206 = -1178140.887835
  nChanged 139
		SP:Iteration 26Q (107043.610000 sec): 3 clusters
  Score: Raw -1181245.216802 + Penalty 3039.122206 = -1178206.094596
  nChanged 110
		SP:Iteration 27Q (107043.820000 sec): 3 clusters
  Score: Raw -1181299.571428 + Penalty 3039.122206 = -1178260.449222
  nChanged 113
		SP:Iteration 28Q (107044.050000 sec): 3 clusters
  Score: Raw -1181349.481040 + Penalty 3039.122206 = -1178310.358834
  nChanged 118
		SP:Iteration 29Q (107044.300000 sec): 3 clusters
  Score: Raw -1181416.055841 + Penalty 3039.122206 = -1178376.933636
  nChanged 138
		SP:Iteration 30Q (107044.520000 sec): 3 clusters
  Score: Raw -1181498.320204 + Penalty 3039.122206 = -1178459.197999
  nChanged 116
		SP:Iteration 31Q (107044.740000 sec): 3 clusters
  Score: Raw -1181570.388154 + Penalty 3039.122206 = -1178531.265949
  nChanged 110
		SP:Iteration 32Q (107044.950000 sec): 3 clusters
  Score: Raw -1181642.257995 + Penalty 3039.122206 = -1178603.135789
  nChanged 96
		SP:Iteration 33Q (107045.230000 sec): 3 clusters
  Score: Raw -1181702.302852 + Penalty 3039.122206 = -1178663.180646
  nChanged 78
		SP:Iteration 34Q (107045.450000 sec): 3 clusters
  Score: Raw -1181752.757229 + Penalty 3039.122206 = -1178713.635023
  nChanged 67
		SP:Iteration 35Q (107045.650000 sec): 3 clusters
  Score: Raw -1181783.416563 + Penalty 3039.122206 = -1178744.294357
  nChanged 43
		SP:Iteration 36Q (107045.870000 sec): 3 clusters
  Score: Raw -1181798.069706 + Penalty 3039.122206 = -1178758.947500
  nChanged 32
		SP:Iteration 37Q (107046.080000 sec): 3 clusters
  Score: Raw -1181808.716566 + Penalty 3039.122206 = -1178769.594360
  nChanged 26
		SP:Iteration 38Q (107046.360000 sec): 3 clusters
  Score: Raw -1181819.456757 + Penalty 3039.122206 = -1178780.334552
  nChanged 25
		SP:Iteration 39Q (107046.590000 sec): 3 clusters
  Score: Raw -1181827.433925 + Penalty 3039.122206 = -1178788.311720
  nChanged 24
		SP:Iteration 40F (107046.760000 sec): 3 clusters
  Score: Raw -1181836.869121 + Penalty 3039.122206 = -1178797.746915
  nChanged 20
		SP:Iteration 41Q (107046.960000 sec): 3 clusters
  Score: Raw -1181843.772371 + Penalty 3039.122206 = -1178804.650165
  nChanged 12
		SP:Iteration 42Q (107047.240000 sec): 3 clusters
  Score: Raw -1181846.098078 + Penalty 3039.122206 = -1178806.975872
  nChanged 5
		SP:Iteration 43Q (107047.470000 sec): 3 clusters
  Score: Raw -1181847.265906 + Penalty 3039.122206 = -1178808.143700
  nChanged 1
		SP:Iteration 44Q (107047.700000 sec): 3 clusters
  Score: Raw -1181847.386739 + Penalty 3039.122206 = -1178808.264534
  nChanged 2
		SP:Iteration 45Q (107047.980000 sec): 3 clusters
  Score: Raw -1181848.381436 + Penalty 3039.122206 = -1178809.259230
  nChanged 3
		SP:Iteration 46Q (107048.170000 sec): 3 clusters
  Score: Raw -1181848.603084 + Penalty 3039.122206 = -1178809.480878
  nChanged 0
		SP:Iteration 47F (107048.410000 sec): 3 clusters
  Score: Raw -1181848.603084 + Penalty 3039.122206 = -1178809.480878
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107048.700000 sec): 2 clusters
  Score: Raw -3170535.980773 + Penalty 1668.469639 = -3168867.511134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107049.040000 sec): 3 clusters
  Score: Raw -3152746.904247 + Penalty 3336.939278 = -3149409.964969
  nChanged 13261
		SP:Iteration 1F (107049.390000 sec): 3 clusters
  Score: Raw -3160164.578710 + Penalty 3336.939278 = -3156827.639432
  nChanged 1247
		SP:Iteration 2Q (107049.760000 sec): 3 clusters
  Score: Raw -3160529.807507 + Penalty 3336.939278 = -3157192.868229
  nChanged 1136
		SP:Iteration 3Q (107050.120000 sec): 3 clusters
  Score: Raw -3160899.924682 + Penalty 3336.939278 = -3157562.985404
  nChanged 1133
		SP:Iteration 4Q (107050.470000 sec): 3 clusters
  Score: Raw -3161310.953557 + Penalty 3336.939278 = -3157974.014279
  nChanged 1194
		SP:Iteration 5Q (107050.820000 sec): 3 clusters
  Score: Raw -3161871.091882 + Penalty 3336.939278 = -3158534.152604
  nChanged 1371
		SP:Iteration 6Q (107051.180000 sec): 3 clusters
  Score: Raw -3162662.715038 + Penalty 3336.939278 = -3159325.775761
  nChanged 1594
		SP:Iteration 7F (107051.520000 sec): 3 clusters
  Score: Raw -3163776.593691 + Penalty 3336.939278 = -3160439.654413
  nChanged 1857
		SP:Iteration 8F (107051.870000 sec): 3 clusters
  Score: Raw -3165266.192044 + Penalty 3336.939278 = -3161929.252766
  nChanged 1855
		SP:Iteration 9F (107052.180000 sec): 3 clusters
  Score: Raw -3166813.124214 + Penalty 3336.939278 = -3163476.184936
  nChanged 1657
		SP:Iteration 10F (107052.540000 sec): 3 clusters
  Score: Raw -3168219.308001 + Penalty 3336.939278 = -3164882.368723
  nChanged 1265
		SP:Iteration 11Q (107052.870000 sec): 3 clusters
  Score: Raw -3169260.356604 + Penalty 3336.939278 = -3165923.417326
  nChanged 801
		SP:Iteration 12Q (107053.220000 sec): 3 clusters
  Score: Raw -3169904.988949 + Penalty 3336.939278 = -3166568.049671
  nChanged 463
		SP:Iteration 13Q (107053.510000 sec): 3 clusters
  Score: Raw -3170272.670966 + Penalty 3336.939278 = -3166935.731688
  nChanged 226
		SP:Iteration 14Q (107053.830000 sec): 3 clusters
  Score: Raw -3170452.744147 + Penalty 3336.939278 = -3167115.804869
  nChanged 137
		SP:Iteration 15Q (107054.150000 sec): 3 clusters
  Score: Raw -3170567.721567 + Penalty 3336.939278 = -3167230.782289
  nChanged 82
		SP:Iteration 16Q (107054.480000 sec): 3 clusters
  Score: Raw -3170637.089980 + Penalty 3336.939278 = -3167300.150702
  nChanged 51
		SP:Iteration 17Q (107054.770000 sec): 3 clusters
  Score: Raw -3170683.670290 + Penalty 3336.939278 = -3167346.731012
  nChanged 36
		SP:Iteration 18Q (107055.140000 sec): 3 clusters
  Score: Raw -3170715.685095 + Penalty 3336.939278 = -3167378.745817
  nChanged 25
		SP:Iteration 19Q (107055.480000 sec): 3 clusters
  Score: Raw -3170734.659017 + Penalty 3336.939278 = -3167397.719739
  nChanged 11
		SP:Iteration 20F (107055.800000 sec): 3 clusters
  Score: Raw -3170747.015604 + Penalty 3336.939278 = -3167410.076326
  nChanged 11
		SP:Iteration 21Q (107056.130000 sec): 3 clusters
  Score: Raw -3170757.951093 + Penalty 3336.939278 = -3167421.011815
  nChanged 6
		SP:Iteration 22Q (107056.450000 sec): 3 clusters
  Score: Raw -3170763.671300 + Penalty 3336.939278 = -3167426.732022
  nChanged 3
		SP:Iteration 23Q (107056.760000 sec): 3 clusters
  Score: Raw -3170767.319145 + Penalty 3336.939278 = -3167430.379867
  nChanged 6
		SP:Iteration 24Q (107057.070000 sec): 3 clusters
  Score: Raw -3170773.779819 + Penalty 3336.939278 = -3167436.840541
  nChanged 6
		SP:Iteration 25Q (107057.400000 sec): 3 clusters
  Score: Raw -3170781.147003 + Penalty 3336.939278 = -3167444.207725
  nChanged 4
		SP:Iteration 26Q (107057.690000 sec): 3 clusters
  Score: Raw -3170785.456088 + Penalty 3336.939278 = -3167448.516810
  nChanged 4
		SP:Iteration 27Q (107058.000000 sec): 3 clusters
  Score: Raw -3170788.578154 + Penalty 3336.939278 = -3167451.638876
  nChanged 2
		SP:Iteration 28Q (107058.260000 sec): 3 clusters
  Score: Raw -3170790.769940 + Penalty 3336.939278 = -3167453.830662
  nChanged 2
		SP:Iteration 29Q (107058.610000 sec): 3 clusters
  Score: Raw -3170792.590176 + Penalty 3336.939278 = -3167455.650898
  nChanged 4
		SP:Iteration 30Q (107058.900000 sec): 3 clusters
  Score: Raw -3170795.705349 + Penalty 3336.939278 = -3167458.766071
  nChanged 2
		SP:Iteration 31Q (107059.220000 sec): 3 clusters
  Score: Raw -3170796.730625 + Penalty 3336.939278 = -3167459.791347
  nChanged 0
		SP:Iteration 32F (107059.500000 sec): 3 clusters
  Score: Raw -3170796.730625 + Penalty 3336.939278 = -3167459.791347
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107059.610000 sec): 2 clusters
  Score: Raw -931095.441010 + Penalty 1465.084684 = -929630.356326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107059.790000 sec): 3 clusters
  Score: Raw -926506.828663 + Penalty 2930.169368 = -923576.659296
  nChanged 3455
		SP:Iteration 1F (107060.000000 sec): 3 clusters
  Score: Raw -928374.497732 + Penalty 2930.169368 = -925444.328364
  nChanged 521
		SP:Iteration 2F (107060.240000 sec): 3 clusters
  Score: Raw -928610.656259 + Penalty 2930.169368 = -925680.486891
  nChanged 431
		SP:Iteration 3F (107060.460000 sec): 3 clusters
  Score: Raw -928779.831304 + Penalty 2930.169368 = -925849.661936
  nChanged 323
		SP:Iteration 4Q (107060.650000 sec): 3 clusters
  Score: Raw -928908.241096 + Penalty 2930.169368 = -925978.071728
  nChanged 283
		SP:Iteration 5Q (107060.870000 sec): 3 clusters
  Score: Raw -929015.641441 + Penalty 2930.169368 = -926085.472073
  nChanged 275
		SP:Iteration 6Q (107061.140000 sec): 3 clusters
  Score: Raw -929108.460882 + Penalty 2930.169368 = -926178.291514
  nChanged 229
		SP:Iteration 7Q (107061.350000 sec): 3 clusters
  Score: Raw -929179.986864 + Penalty 2930.169368 = -926249.817497
  nChanged 204
		SP:Iteration 8Q (107061.540000 sec): 3 clusters
  Score: Raw -929245.488645 + Penalty 2930.169368 = -926315.319277
  nChanged 191
		SP:Iteration 9Q (107061.770000 sec): 3 clusters
  Score: Raw -929315.402510 + Penalty 2930.169368 = -926385.233142
  nChanged 198
		SP:Iteration 10Q (107061.970000 sec): 3 clusters
  Score: Raw -929393.710456 + Penalty 2930.169368 = -926463.541088
  nChanged 223
		SP:Iteration 11Q (107062.200000 sec): 3 clusters
  Score: Raw -929482.791365 + Penalty 2930.169368 = -926552.621998
  nChanged 245
		SP:Iteration 12Q (107062.430000 sec): 3 clusters
  Score: Raw -929578.839287 + Penalty 2930.169368 = -926648.669919
  nChanged 221
		SP:Iteration 13Q (107062.590000 sec): 3 clusters
  Score: Raw -929662.020885 + Penalty 2930.169368 = -926731.851517
  nChanged 208
		SP:Iteration 14Q (107062.780000 sec): 3 clusters
  Score: Raw -929739.953506 + Penalty 2930.169368 = -926809.784138
  nChanged 202
		SP:Iteration 15Q (107063.010000 sec): 3 clusters
  Score: Raw -929822.000048 + Penalty 2930.169368 = -926891.830680
  nChanged 200
		SP:Iteration 16Q (107063.220000 sec): 3 clusters
  Score: Raw -929902.860454 + Penalty 2930.169368 = -926972.691086
  nChanged 190
		SP:Iteration 17Q (107063.440000 sec): 3 clusters
  Score: Raw -929968.002624 + Penalty 2930.169368 = -927037.833256
  nChanged 155
		SP:Iteration 18Q (107063.650000 sec): 3 clusters
  Score: Raw -930017.328898 + Penalty 2930.169368 = -927087.159530
  nChanged 130
		SP:Iteration 19Q (107063.850000 sec): 3 clusters
  Score: Raw -930058.453241 + Penalty 2930.169368 = -927128.283873
  nChanged 145
		SP:Iteration 20F (107064.080000 sec): 3 clusters
  Score: Raw -930112.289798 + Penalty 2930.169368 = -927182.120431
  nChanged 146
		SP:Iteration 21Q (107064.320000 sec): 3 clusters
  Score: Raw -930164.854192 + Penalty 2930.169368 = -927234.684825
  nChanged 137
		SP:Iteration 22Q (107064.490000 sec): 3 clusters
  Score: Raw -930212.648267 + Penalty 2930.169368 = -927282.478899
  nChanged 115
		SP:Iteration 23Q (107064.670000 sec): 3 clusters
  Score: Raw -930247.542839 + Penalty 2930.169368 = -927317.373471
  nChanged 101
		SP:Iteration 24Q (107064.920000 sec): 3 clusters
  Score: Raw -930279.858283 + Penalty 2930.169368 = -927349.688915
  nChanged 94
		SP:Iteration 25Q (107065.070000 sec): 3 clusters
  Score: Raw -930308.536149 + Penalty 2930.169368 = -927378.366781
  nChanged 88
		SP:Iteration 26Q (107065.320000 sec): 3 clusters
  Score: Raw -930334.911565 + Penalty 2930.169368 = -927404.742197
  nChanged 79
		SP:Iteration 27Q (107065.540000 sec): 3 clusters
  Score: Raw -930357.085529 + Penalty 2930.169368 = -927426.916162
  nChanged 79
		SP:Iteration 28Q (107065.700000 sec): 3 clusters
  Score: Raw -930376.603521 + Penalty 2930.169368 = -927446.434153
  nChanged 58
		SP:Iteration 29Q (107065.930000 sec): 3 clusters
  Score: Raw -930390.218253 + Penalty 2930.169368 = -927460.048885
  nChanged 57
		SP:Iteration 30Q (107066.120000 sec): 3 clusters
  Score: Raw -930405.498847 + Penalty 2930.169368 = -927475.329479
  nChanged 58
		SP:Iteration 31Q (107066.310000 sec): 3 clusters
  Score: Raw -930417.636723 + Penalty 2930.169368 = -927487.467355
  nChanged 49
		SP:Iteration 32Q (107066.470000 sec): 3 clusters
  Score: Raw -930429.781869 + Penalty 2930.169368 = -927499.612501
  nChanged 43
		SP:Iteration 33Q (107066.710000 sec): 3 clusters
  Score: Raw -930441.612385 + Penalty 2930.169368 = -927511.443017
  nChanged 42
		SP:Iteration 34Q (107066.900000 sec): 3 clusters
  Score: Raw -930450.216024 + Penalty 2930.169368 = -927520.046657
  nChanged 31
		SP:Iteration 35Q (107067.090000 sec): 3 clusters
  Score: Raw -930455.183588 + Penalty 2930.169368 = -927525.014221
  nChanged 27
		SP:Iteration 36Q (107067.340000 sec): 3 clusters
  Score: Raw -930459.453421 + Penalty 2930.169368 = -927529.284053
  nChanged 26
		SP:Iteration 37Q (107067.540000 sec): 3 clusters
  Score: Raw -930465.431000 + Penalty 2930.169368 = -927535.261632
  nChanged 26
		SP:Iteration 38Q (107067.770000 sec): 3 clusters
  Score: Raw -930470.423174 + Penalty 2930.169368 = -927540.253806
  nChanged 25
		SP:Iteration 39Q (107067.980000 sec): 3 clusters
  Score: Raw -930475.198335 + Penalty 2930.169368 = -927545.028967
  nChanged 24
		SP:Iteration 40F (107068.190000 sec): 3 clusters
  Score: Raw -930478.997722 + Penalty 2930.169368 = -927548.828354
  nChanged 16
		SP:Iteration 41Q (107068.400000 sec): 3 clusters
  Score: Raw -930482.236420 + Penalty 2930.169368 = -927552.067052
  nChanged 30
		SP:Iteration 42Q (107068.610000 sec): 3 clusters
  Score: Raw -930492.319705 + Penalty 2930.169368 = -927562.150337
  nChanged 43
		SP:Iteration 43Q (107068.830000 sec): 3 clusters
  Score: Raw -930505.497586 + Penalty 2930.169368 = -927575.328218
  nChanged 40
		SP:Iteration 44Q (107069.030000 sec): 3 clusters
  Score: Raw -930518.925264 + Penalty 2930.169368 = -927588.755896
  nChanged 53
		SP:Iteration 45Q (107069.280000 sec): 3 clusters
  Score: Raw -930534.858165 + Penalty 2930.169368 = -927604.688797
  nChanged 43
		SP:Iteration 46Q (107069.460000 sec): 3 clusters
  Score: Raw -930548.326056 + Penalty 2930.169368 = -927618.156688
  nChanged 51
		SP:Iteration 47Q (107069.660000 sec): 3 clusters
  Score: Raw -930569.497812 + Penalty 2930.169368 = -927639.328444
  nChanged 61
		SP:Iteration 48Q (107069.880000 sec): 3 clusters
  Score: Raw -930593.688357 + Penalty 2930.169368 = -927663.518989
  nChanged 65
		SP:Iteration 49Q (107070.080000 sec): 3 clusters
  Score: Raw -930618.975835 + Penalty 2930.169368 = -927688.806467
  nChanged 70
		SP:Iteration 50Q (107070.310000 sec): 3 clusters
  Score: Raw -930647.611472 + Penalty 2930.169368 = -927717.442104
  nChanged 68
		SP:Iteration 51Q (107070.480000 sec): 3 clusters
  Score: Raw -930670.491302 + Penalty 2930.169368 = -927740.321934
  nChanged 64
		SP:Iteration 52Q (107070.670000 sec): 3 clusters
  Score: Raw -930694.677050 + Penalty 2930.169368 = -927764.507682
  nChanged 62
		SP:Iteration 53Q (107070.850000 sec): 3 clusters
  Score: Raw -930718.967174 + Penalty 2930.169368 = -927788.797806
  nChanged 76
		SP:Iteration 54Q (107071.110000 sec): 3 clusters
  Score: Raw -930748.302676 + Penalty 2930.169368 = -927818.133308
  nChanged 75
		SP:Iteration 55Q (107071.280000 sec): 3 clusters
  Score: Raw -930776.010865 + Penalty 2930.169368 = -927845.841497
  nChanged 55
		SP:Iteration 56Q (107071.530000 sec): 3 clusters
  Score: Raw -930795.477207 + Penalty 2930.169368 = -927865.307839
  nChanged 49
		SP:Iteration 57Q (107071.730000 sec): 3 clusters
  Score: Raw -930812.017291 + Penalty 2930.169368 = -927881.847923
  nChanged 46
		SP:Iteration 58Q (107071.930000 sec): 3 clusters
  Score: Raw -930825.630445 + Penalty 2930.169368 = -927895.461077
  nChanged 42
		SP:Iteration 59Q (107072.110000 sec): 3 clusters
  Score: Raw -930838.373853 + Penalty 2930.169368 = -927908.204485
  nChanged 38
		SP:Iteration 60F (107072.370000 sec): 3 clusters
  Score: Raw -930849.257755 + Penalty 2930.169368 = -927919.088387
  nChanged 41
		SP:Iteration 61Q (107072.570000 sec): 3 clusters
  Score: Raw -930862.559450 + Penalty 2930.169368 = -927932.390082
  nChanged 44
		SP:Iteration 62Q (107072.770000 sec): 3 clusters
  Score: Raw -930876.631870 + Penalty 2930.169368 = -927946.462502
  nChanged 50
		SP:Iteration 63Q (107072.970000 sec): 3 clusters
  Score: Raw -930893.298463 + Penalty 2930.169368 = -927963.129095
  nChanged 49
		SP:Iteration 64Q (107073.170000 sec): 3 clusters
  Score: Raw -930908.956571 + Penalty 2930.169368 = -927978.787203
  nChanged 47
		SP:Iteration 65Q (107073.360000 sec): 3 clusters
  Score: Raw -930925.928922 + Penalty 2930.169368 = -927995.759554
  nChanged 50
		SP:Iteration 66Q (107073.550000 sec): 3 clusters
  Score: Raw -930945.984401 + Penalty 2930.169368 = -928015.815033
  nChanged 56
		SP:Iteration 67Q (107073.750000 sec): 3 clusters
  Score: Raw -930969.823379 + Penalty 2930.169368 = -928039.654011
  nChanged 53
		SP:Iteration 68Q (107073.960000 sec): 3 clusters
  Score: Raw -930992.243648 + Penalty 2930.169368 = -928062.074281
  nChanged 50
		SP:Iteration 69Q (107074.130000 sec): 3 clusters
  Score: Raw -931011.014679 + Penalty 2930.169368 = -928080.845311
  nChanged 51
		SP:Iteration 70Q (107074.360000 sec): 3 clusters
  Score: Raw -931035.428561 + Penalty 2930.169368 = -928105.259193
  nChanged 55
		SP:Iteration 71Q (107074.560000 sec): 3 clusters
  Score: Raw -931059.413413 + Penalty 2930.169368 = -928129.244045
  nChanged 56
		SP:Iteration 72Q (107074.780000 sec): 3 clusters
  Score: Raw -931090.353915 + Penalty 2930.169368 = -928160.184547
  nChanged 49
		SP:Iteration 73Q (107075.020000 sec): 3 clusters
  Score: Raw -931116.981182 + Penalty 2930.169368 = -928186.811814
  nChanged 48
		SP:Iteration 74Q (107075.200000 sec): 3 clusters
  Score: Raw -931141.102735 + Penalty 2930.169368 = -928210.933367
  nChanged 42
		SP:Iteration 75Q (107075.410000 sec): 3 clusters
  Score: Raw -931161.366292 + Penalty 2930.169368 = -928231.196924
  nChanged 37
		SP:Iteration 76Q (107075.590000 sec): 3 clusters
  Score: Raw -931177.580503 + Penalty 2930.169368 = -928247.411135
  nChanged 27
		SP:Iteration 77Q (107075.790000 sec): 3 clusters
  Score: Raw -931190.795927 + Penalty 2930.169368 = -928260.626559
  nChanged 35
		SP:Iteration 78Q (107076.030000 sec): 3 clusters
  Score: Raw -931208.620877 + Penalty 2930.169368 = -928278.451509
  nChanged 28
		SP:Iteration 79Q (107076.230000 sec): 3 clusters
  Score: Raw -931222.205304 + Penalty 2930.169368 = -928292.035936
  nChanged 19
		SP:Iteration 80F (107076.400000 sec): 3 clusters
  Score: Raw -931229.441276 + Penalty 2930.169368 = -928299.271908
  nChanged 22
		SP:Iteration 81Q (107076.550000 sec): 3 clusters
  Score: Raw -931238.031041 + Penalty 2930.169368 = -928307.861673
  nChanged 11
		SP:Iteration 82Q (107076.730000 sec): 3 clusters
  Score: Raw -931243.201014 + Penalty 2930.169368 = -928313.031646
  nChanged 11
		SP:Iteration 83Q (107076.910000 sec): 3 clusters
  Score: Raw -931247.553436 + Penalty 2930.169368 = -928317.384068
  nChanged 8
		SP:Iteration 84Q (107077.090000 sec): 3 clusters
  Score: Raw -931250.068547 + Penalty 2930.169368 = -928319.899179
  nChanged 5
		SP:Iteration 85Q (107077.260000 sec): 3 clusters
  Score: Raw -931252.564056 + Penalty 2930.169368 = -928322.394688
  nChanged 7
		SP:Iteration 86Q (107077.510000 sec): 3 clusters
  Score: Raw -931256.304567 + Penalty 2930.169368 = -928326.135199
  nChanged 8
		SP:Iteration 87Q (107077.690000 sec): 3 clusters
  Score: Raw -931261.791755 + Penalty 2930.169368 = -928331.622387
  nChanged 16
		SP:Iteration 88Q (107077.920000 sec): 3 clusters
  Score: Raw -931271.099785 + Penalty 2930.169368 = -928340.930417
  nChanged 17
		SP:Iteration 89Q (107078.130000 sec): 3 clusters
  Score: Raw -931279.185591 + Penalty 2930.169368 = -928349.016223
  nChanged 9
		SP:Iteration 90Q (107078.330000 sec): 3 clusters
  Score: Raw -931283.170162 + Penalty 2930.169368 = -928353.000794
  nChanged 11
		SP:Iteration 91Q (107078.520000 sec): 3 clusters
  Score: Raw -931288.845064 + Penalty 2930.169368 = -928358.675696
  nChanged 11
		SP:Iteration 92Q (107078.710000 sec): 3 clusters
  Score: Raw -931296.918887 + Penalty 2930.169368 = -928366.749519
  nChanged 12
		SP:Iteration 93Q (107078.880000 sec): 3 clusters
  Score: Raw -931301.013810 + Penalty 2930.169368 = -928370.844442
  nChanged 7
		SP:Iteration 94Q (107079.110000 sec): 3 clusters
  Score: Raw -931303.493838 + Penalty 2930.169368 = -928373.324470
  nChanged 5
		SP:Iteration 95Q (107079.340000 sec): 3 clusters
  Score: Raw -931305.434536 + Penalty 2930.169368 = -928375.265169
  nChanged 6
		SP:Iteration 96Q (107079.560000 sec): 3 clusters
  Score: Raw -931308.903577 + Penalty 2930.169368 = -928378.734210
  nChanged 6
		SP:Iteration 97Q (107079.780000 sec): 3 clusters
  Score: Raw -931312.517383 + Penalty 2930.169368 = -928382.348015
  nChanged 8
		SP:Iteration 98Q (107080.000000 sec): 3 clusters
  Score: Raw -931317.145385 + Penalty 2930.169368 = -928386.976018
  nChanged 9
		SP:Iteration 99Q (107080.210000 sec): 3 clusters
  Score: Raw -931322.967413 + Penalty 2930.169368 = -928392.798046
  nChanged 7
		SP:Iteration 100F (107080.400000 sec): 3 clusters
  Score: Raw -931326.943598 + Penalty 2930.169368 = -928396.774231
  nChanged 3
		SP:Iteration 101Q (107080.650000 sec): 3 clusters
  Score: Raw -931328.970134 + Penalty 2930.169368 = -928398.800766
  nChanged 5
		SP:Iteration 102Q (107080.820000 sec): 3 clusters
  Score: Raw -931332.233494 + Penalty 2930.169368 = -928402.064126
  nChanged 3
		SP:Iteration 103Q (107081.070000 sec): 3 clusters
  Score: Raw -931335.030718 + Penalty 2930.169368 = -928404.861351
  nChanged 3
		SP:Iteration 104Q (107081.240000 sec): 3 clusters
  Score: Raw -931337.125165 + Penalty 2930.169368 = -928406.955797
  nChanged 6
		SP:Iteration 105Q (107081.420000 sec): 3 clusters
  Score: Raw -931341.051559 + Penalty 2930.169368 = -928410.882192
  nChanged 4
		SP:Iteration 106Q (107081.640000 sec): 3 clusters
  Score: Raw -931342.593896 + Penalty 2930.169368 = -928412.424529
  nChanged 1
		SP:Iteration 107Q (107081.840000 sec): 3 clusters
  Score: Raw -931343.071702 + Penalty 2930.169368 = -928412.902334
  nChanged 1
		SP:Iteration 108Q (107082.040000 sec): 3 clusters
  Score: Raw -931343.594059 + Penalty 2930.169368 = -928413.424691
  nChanged 1
		SP:Iteration 109Q (107082.230000 sec): 3 clusters
  Score: Raw -931343.970031 + Penalty 2930.169368 = -928413.800663
  nChanged 0
		SP:Iteration 110F (107082.440000 sec): 3 clusters
  Score: Raw -931343.970031 + Penalty 2930.169368 = -928413.800663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107082.560000 sec): 2 clusters
  Score: Raw -231115.029557 + Penalty 1272.314938 = -229842.714619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107082.720000 sec): 3 clusters
  Score: Raw -230020.203431 + Penalty 2544.629876 = -227475.573555
  nChanged 968
		SP:Iteration 1F (107082.880000 sec): 3 clusters
  Score: Raw -230820.690494 + Penalty 2544.629876 = -228276.060617
  nChanged 272
		SP:Iteration 2F (107083.070000 sec): 3 clusters
  Score: Raw -231124.377026 + Penalty 2544.629876 = -228579.747150
  nChanged 176
		SP:Iteration 3F (107083.280000 sec): 3 clusters
  Score: Raw -231313.836124 + Penalty 2544.629876 = -228769.206247
  nChanged 121
		SP:Iteration 4Q (107083.450000 sec): 3 clusters
  Score: Raw -231453.411187 + Penalty 2544.629876 = -228908.781310
  nChanged 115
		SP:Iteration 5Q (107083.640000 sec): 3 clusters
  Score: Raw -231570.866631 + Penalty 2544.629876 = -229026.236754
  nChanged 89
		SP:Iteration 6Q (107083.840000 sec): 3 clusters
  Score: Raw -231646.153260 + Penalty 2544.629876 = -229101.523384
  nChanged 65
		SP:Iteration 7Q (107083.990000 sec): 3 clusters
  Score: Raw -231700.874044 + Penalty 2544.629876 = -229156.244167
  nChanged 47
		SP:Iteration 8Q (107084.170000 sec): 3 clusters
  Score: Raw -231737.640838 + Penalty 2544.629876 = -229193.010962
  nChanged 40
		SP:Iteration 9Q (107084.350000 sec): 3 clusters
  Score: Raw -231764.691417 + Penalty 2544.629876 = -229220.061540
  nChanged 40
		SP:Iteration 10Q (107084.550000 sec): 3 clusters
  Score: Raw -231806.128452 + Penalty 2544.629876 = -229261.498575
  nChanged 49
		SP:Iteration 11Q (107084.710000 sec): 3 clusters
  Score: Raw -231858.854003 + Penalty 2544.629876 = -229314.224126
  nChanged 51
		SP:Iteration 12Q (107084.930000 sec): 3 clusters
  Score: Raw -231905.898743 + Penalty 2544.629876 = -229361.268867
  nChanged 48
		SP:Iteration 13Q (107085.070000 sec): 3 clusters
  Score: Raw -231949.221395 + Penalty 2544.629876 = -229404.591519
  nChanged 43
		SP:Iteration 14Q (107085.290000 sec): 3 clusters
  Score: Raw -231976.414058 + Penalty 2544.629876 = -229431.784182
  nChanged 35
		SP:Iteration 15Q (107085.440000 sec): 3 clusters
  Score: Raw -231995.003575 + Penalty 2544.629876 = -229450.373699
  nChanged 23
		SP:Iteration 16Q (107085.630000 sec): 3 clusters
  Score: Raw -232004.774574 + Penalty 2544.629876 = -229460.144698
  nChanged 12
		SP:Iteration 17Q (107085.800000 sec): 3 clusters
  Score: Raw -232011.450413 + Penalty 2544.629876 = -229466.820536
  nChanged 8
		SP:Iteration 18Q (107085.960000 sec): 3 clusters
  Score: Raw -232016.494018 + Penalty 2544.629876 = -229471.864141
  nChanged 10
		SP:Iteration 19Q (107086.120000 sec): 3 clusters
  Score: Raw -232020.508311 + Penalty 2544.629876 = -229475.878434
  nChanged 6
		SP:Iteration 20F (107086.270000 sec): 3 clusters
  Score: Raw -232022.635941 + Penalty 2544.629876 = -229478.006065
  nChanged 4
		SP:Iteration 21Q (107086.460000 sec): 3 clusters
  Score: Raw -232023.573669 + Penalty 2544.629876 = -229478.943793
  nChanged 3
		SP:Iteration 22Q (107086.630000 sec): 3 clusters
  Score: Raw -232024.846298 + Penalty 2544.629876 = -229480.216422
  nChanged 3
		SP:Iteration 23Q (107086.790000 sec): 3 clusters
  Score: Raw -232026.187600 + Penalty 2544.629876 = -229481.557723
  nChanged 3
		SP:Iteration 24Q (107086.950000 sec): 3 clusters
  Score: Raw -232026.964718 + Penalty 2544.629876 = -229482.334841
  nChanged 2
		SP:Iteration 25Q (107087.160000 sec): 3 clusters
  Score: Raw -232027.233824 + Penalty 2544.629876 = -229482.603947
  nChanged 1
		SP:Iteration 26Q (107087.360000 sec): 3 clusters
  Score: Raw -232027.602339 + Penalty 2544.629876 = -229482.972462
  nChanged 0
		SP:Iteration 27F (107087.530000 sec): 3 clusters
  Score: Raw -232027.602339 + Penalty 2544.629876 = -229482.972462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107087.640000 sec): 2 clusters
  Score: Raw -544369.460099 + Penalty 1392.497636 = -542976.962464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107087.840000 sec): 3 clusters
  Score: Raw -541618.495535 + Penalty 2784.995271 = -538833.500264
  nChanged 2109
		SP:Iteration 1F (107088.080000 sec): 3 clusters
  Score: Raw -542911.814772 + Penalty 2784.995271 = -540126.819500
  nChanged 462
		SP:Iteration 2F (107088.250000 sec): 3 clusters
  Score: Raw -543261.869646 + Penalty 2784.995271 = -540476.874375
  nChanged 349
		SP:Iteration 3F (107088.460000 sec): 3 clusters
  Score: Raw -543571.323868 + Penalty 2784.995271 = -540786.328597
  nChanged 333
		SP:Iteration 4F (107088.640000 sec): 3 clusters
  Score: Raw -543858.558254 + Penalty 2784.995271 = -541073.562983
  nChanged 278
		SP:Iteration 5F (107088.850000 sec): 3 clusters
  Score: Raw -544080.758217 + Penalty 2784.995271 = -541295.762946
  nChanged 236
		SP:Iteration 6Q (107089.050000 sec): 3 clusters
  Score: Raw -544257.626790 + Penalty 2784.995271 = -541472.631518
  nChanged 215
		SP:Iteration 7Q (107089.220000 sec): 3 clusters
  Score: Raw -544421.597985 + Penalty 2784.995271 = -541636.602714
  nChanged 191
		SP:Iteration 8Q (107089.410000 sec): 3 clusters
  Score: Raw -544550.991450 + Penalty 2784.995271 = -541765.996178
  nChanged 147
		SP:Iteration 9Q (107089.620000 sec): 3 clusters
  Score: Raw -544640.862322 + Penalty 2784.995271 = -541855.867051
  nChanged 126
		SP:Iteration 10Q (107089.830000 sec): 3 clusters
  Score: Raw -544706.852015 + Penalty 2784.995271 = -541921.856744
  nChanged 103
		SP:Iteration 11Q (107090.020000 sec): 3 clusters
  Score: Raw -544750.970975 + Penalty 2784.995271 = -541965.975704
  nChanged 74
		SP:Iteration 12Q (107090.190000 sec): 3 clusters
  Score: Raw -544780.985127 + Penalty 2784.995271 = -541995.989855
  nChanged 51
		SP:Iteration 13Q (107090.410000 sec): 3 clusters
  Score: Raw -544801.644186 + Penalty 2784.995271 = -542016.648914
  nChanged 40
		SP:Iteration 14Q (107090.580000 sec): 3 clusters
  Score: Raw -544816.983131 + Penalty 2784.995271 = -542031.987860
  nChanged 30
		SP:Iteration 15Q (107090.800000 sec): 3 clusters
  Score: Raw -544824.609097 + Penalty 2784.995271 = -542039.613825
  nChanged 23
		SP:Iteration 16Q (107090.970000 sec): 3 clusters
  Score: Raw -544830.709309 + Penalty 2784.995271 = -542045.714037
  nChanged 24
		SP:Iteration 17Q (107091.190000 sec): 3 clusters
  Score: Raw -544835.879670 + Penalty 2784.995271 = -542050.884398
  nChanged 12
		SP:Iteration 18Q (107091.390000 sec): 3 clusters
  Score: Raw -544840.309692 + Penalty 2784.995271 = -542055.314420
  nChanged 9
		SP:Iteration 19Q (107091.560000 sec): 3 clusters
  Score: Raw -544842.081515 + Penalty 2784.995271 = -542057.086243
  nChanged 11
		SP:Iteration 20F (107091.760000 sec): 3 clusters
  Score: Raw -544844.047800 + Penalty 2784.995271 = -542059.052529
  nChanged 3
		SP:Iteration 21Q (107091.940000 sec): 3 clusters
  Score: Raw -544844.447210 + Penalty 2784.995271 = -542059.451939
  nChanged 2
		SP:Iteration 22Q (107092.150000 sec): 3 clusters
  Score: Raw -544844.707480 + Penalty 2784.995271 = -542059.712209
  nChanged 2
		SP:Iteration 23Q (107092.320000 sec): 3 clusters
  Score: Raw -544844.955349 + Penalty 2784.995271 = -542059.960077
  nChanged 1
		SP:Iteration 24Q (107092.500000 sec): 3 clusters
  Score: Raw -544845.150185 + Penalty 2784.995271 = -542060.154914
  nChanged 0
		SP:Iteration 25F (107092.720000 sec): 3 clusters
  Score: Raw -544845.150185 + Penalty 2784.995271 = -542060.154914
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (56891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107093.130000 sec): 2 clusters
  Score: Raw -6275640.105499 + Penalty 1779.195021 = -6273860.910478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107093.600000 sec): 3 clusters
  Score: Raw -6239762.992364 + Penalty 3558.390041 = -6236204.602323
  nChanged 26556
		SP:Iteration 1F (107094.010000 sec): 3 clusters
  Score: Raw -6255480.099782 + Penalty 3558.390041 = -6251921.709740
  nChanged 2876
		SP:Iteration 2F (107094.460000 sec): 3 clusters
  Score: Raw -6256891.849752 + Penalty 3558.390041 = -6253333.459711
  nChanged 3276
		SP:Iteration 3F (107094.970000 sec): 3 clusters
  Score: Raw -6258778.902731 + Penalty 3558.390041 = -6255220.512690
  nChanged 3602
		SP:Iteration 4F (107095.440000 sec): 3 clusters
  Score: Raw -6260993.646127 + Penalty 3558.390041 = -6257435.256086
  nChanged 3677
		SP:Iteration 5F (107095.980000 sec): 3 clusters
  Score: Raw -6263253.495428 + Penalty 3558.390041 = -6259695.105387
  nChanged 3392
		SP:Iteration 6F (107096.450000 sec): 3 clusters
  Score: Raw -6265204.530502 + Penalty 3558.390041 = -6261646.140460
  nChanged 2952
		SP:Iteration 7F (107096.960000 sec): 3 clusters
  Score: Raw -6266735.408832 + Penalty 3558.390041 = -6263177.018791
  nChanged 2492
		SP:Iteration 8Q (107097.500000 sec): 3 clusters
  Score: Raw -6267907.017563 + Penalty 3558.390041 = -6264348.627522
  nChanged 2078
		SP:Iteration 9Q (107098.000000 sec): 3 clusters
  Score: Raw -6268797.554588 + Penalty 3558.390041 = -6265239.164546
  nChanged 1785
		SP:Iteration 10Q (107098.530000 sec): 3 clusters
  Score: Raw -6269516.751532 + Penalty 3558.390041 = -6265958.361491
  nChanged 1547
		SP:Iteration 11Q (107099.020000 sec): 3 clusters
  Score: Raw -6270119.646455 + Penalty 3558.390041 = -6266561.256414
  nChanged 1380
		SP:Iteration 12Q (107099.450000 sec): 3 clusters
  Score: Raw -6270590.758046 + Penalty 3558.390041 = -6267032.368004
  nChanged 1177
		SP:Iteration 13Q (107099.900000 sec): 3 clusters
  Score: Raw -6270939.197728 + Penalty 3558.390041 = -6267380.807687
  nChanged 1027
		SP:Iteration 14Q (107100.300000 sec): 3 clusters
  Score: Raw -6271207.344279 + Penalty 3558.390041 = -6267648.954237
  nChanged 835
		SP:Iteration 15Q (107100.740000 sec): 3 clusters
  Score: Raw -6271385.171642 + Penalty 3558.390041 = -6267826.781600
  nChanged 720
		SP:Iteration 16Q (107101.180000 sec): 3 clusters
  Score: Raw -6271521.616417 + Penalty 3558.390041 = -6267963.226375
  nChanged 626
		SP:Iteration 17Q (107101.610000 sec): 3 clusters
  Score: Raw -6271641.568862 + Penalty 3558.390041 = -6268083.178821
  nChanged 577
		SP:Iteration 18Q (107101.980000 sec): 3 clusters
  Score: Raw -6271744.063995 + Penalty 3558.390041 = -6268185.673954
  nChanged 513
		SP:Iteration 19Q (107102.380000 sec): 3 clusters
  Score: Raw -6271831.672002 + Penalty 3558.390041 = -6268273.281961
  nChanged 458
		SP:Iteration 20F (107102.730000 sec): 3 clusters
  Score: Raw -6271900.223972 + Penalty 3558.390041 = -6268341.833931
  nChanged 381
		SP:Iteration 21Q (107103.130000 sec): 3 clusters
  Score: Raw -6271957.395780 + Penalty 3558.390041 = -6268399.005739
  nChanged 379
		SP:Iteration 22Q (107103.570000 sec): 3 clusters
  Score: Raw -6272018.436044 + Penalty 3558.390041 = -6268460.046003
  nChanged 380
		SP:Iteration 23Q (107103.980000 sec): 3 clusters
  Score: Raw -6272082.477934 + Penalty 3558.390041 = -6268524.087892
  nChanged 378
		SP:Iteration 24Q (107104.430000 sec): 3 clusters
  Score: Raw -6272148.230967 + Penalty 3558.390041 = -6268589.840926
  nChanged 387
		SP:Iteration 25Q (107104.870000 sec): 3 clusters
  Score: Raw -6272221.568070 + Penalty 3558.390041 = -6268663.178029
  nChanged 389
		SP:Iteration 26Q (107105.250000 sec): 3 clusters
  Score: Raw -6272297.800440 + Penalty 3558.390041 = -6268739.410399
  nChanged 389
		SP:Iteration 27Q (107105.720000 sec): 3 clusters
  Score: Raw -6272394.327501 + Penalty 3558.390041 = -6268835.937459
  nChanged 437
		SP:Iteration 28Q (107106.130000 sec): 3 clusters
  Score: Raw -6272524.319862 + Penalty 3558.390041 = -6268965.929821
  nChanged 507
		SP:Iteration 29Q (107106.550000 sec): 3 clusters
  Score: Raw -6272686.042710 + Penalty 3558.390041 = -6269127.652668
  nChanged 548
		SP:Iteration 30Q (107107.030000 sec): 3 clusters
  Score: Raw -6272889.252486 + Penalty 3558.390041 = -6269330.862445
  nChanged 625
		SP:Iteration 31Q (107107.480000 sec): 3 clusters
  Score: Raw -6273135.117369 + Penalty 3558.390041 = -6269576.727328
  nChanged 632
		SP:Iteration 32Q (107107.940000 sec): 3 clusters
  Score: Raw -6273405.854611 + Penalty 3558.390041 = -6269847.464570
  nChanged 645
		SP:Iteration 33Q (107108.370000 sec): 3 clusters
  Score: Raw -6273692.870997 + Penalty 3558.390041 = -6270134.480956
  nChanged 685
		SP:Iteration 34Q (107108.850000 sec): 3 clusters
  Score: Raw -6273984.928979 + Penalty 3558.390041 = -6270426.538937
  nChanged 675
		SP:Iteration 35Q (107109.300000 sec): 3 clusters
  Score: Raw -6274272.344820 + Penalty 3558.390041 = -6270713.954778
  nChanged 670
		SP:Iteration 36Q (107109.740000 sec): 3 clusters
  Score: Raw -6274548.422184 + Penalty 3558.390041 = -6270990.032142
  nChanged 679
		SP:Iteration 37Q (107110.170000 sec): 3 clusters
  Score: Raw -6274807.881450 + Penalty 3558.390041 = -6271249.491408
  nChanged 632
		SP:Iteration 38Q (107110.620000 sec): 3 clusters
  Score: Raw -6275028.263203 + Penalty 3558.390041 = -6271469.873161
  nChanged 600
		SP:Iteration 39Q (107111.090000 sec): 3 clusters
  Score: Raw -6275220.180817 + Penalty 3558.390041 = -6271661.790775
  nChanged 579
		SP:Iteration 40F (107111.580000 sec): 3 clusters
  Score: Raw -6275394.619905 + Penalty 3558.390041 = -6271836.229863
  nChanged 575
		SP:Iteration 41Q (107112.010000 sec): 3 clusters
  Score: Raw -6275569.722808 + Penalty 3558.390041 = -6272011.332767
  nChanged 550
		SP:Iteration 42Q (107112.460000 sec): 3 clusters
  Score: Raw -6275744.158927 + Penalty 3558.390041 = -6272185.768885
  nChanged 515
		SP:Iteration 43Q (107112.920000 sec): 3 clusters
  Score: Raw -6275897.594895 + Penalty 3558.390041 = -6272339.204854
  nChanged 505
		SP:Iteration 44Q (107113.330000 sec): 3 clusters
  Score: Raw -6276043.683950 + Penalty 3558.390041 = -6272485.293909
  nChanged 453
		SP:Iteration 45Q (107113.770000 sec): 3 clusters
  Score: Raw -6276165.029125 + Penalty 3558.390041 = -6272606.639083
  nChanged 387
		SP:Iteration 46Q (107114.200000 sec): 3 clusters
  Score: Raw -6276260.726506 + Penalty 3558.390041 = -6272702.336465
  nChanged 327
		SP:Iteration 47Q (107114.620000 sec): 3 clusters
  Score: Raw -6276337.948438 + Penalty 3558.390041 = -6272779.558397
  nChanged 284
		SP:Iteration 48Q (107115.060000 sec): 3 clusters
  Score: Raw -6276401.897505 + Penalty 3558.390041 = -6272843.507463
  nChanged 272
		SP:Iteration 49Q (107115.530000 sec): 3 clusters
  Score: Raw -6276465.226324 + Penalty 3558.390041 = -6272906.836283
  nChanged 275
		SP:Iteration 50Q (107116.050000 sec): 3 clusters
  Score: Raw -6276525.068451 + Penalty 3558.390041 = -6272966.678409
  nChanged 218
		SP:Iteration 51Q (107116.470000 sec): 3 clusters
  Score: Raw -6276567.615095 + Penalty 3558.390041 = -6273009.225054
  nChanged 168
		SP:Iteration 52Q (107116.830000 sec): 3 clusters
  Score: Raw -6276601.620650 + Penalty 3558.390041 = -6273043.230609
  nChanged 178
		SP:Iteration 53Q (107117.190000 sec): 3 clusters
  Score: Raw -6276639.325006 + Penalty 3558.390041 = -6273080.934964
  nChanged 172
		SP:Iteration 54Q (107117.570000 sec): 3 clusters
  Score: Raw -6276672.087352 + Penalty 3558.390041 = -6273113.697310
  nChanged 157
		SP:Iteration 55Q (107118.020000 sec): 3 clusters
  Score: Raw -6276701.695361 + Penalty 3558.390041 = -6273143.305319
  nChanged 142
		SP:Iteration 56Q (107118.470000 sec): 3 clusters
  Score: Raw -6276728.963926 + Penalty 3558.390041 = -6273170.573885
  nChanged 144
		SP:Iteration 57Q (107118.950000 sec): 3 clusters
  Score: Raw -6276758.949883 + Penalty 3558.390041 = -6273200.559841
  nChanged 112
		SP:Iteration 58Q (107119.430000 sec): 3 clusters
  Score: Raw -6276779.184738 + Penalty 3558.390041 = -6273220.794696
  nChanged 103
		SP:Iteration 59Q (107119.910000 sec): 3 clusters
  Score: Raw -6276794.772205 + Penalty 3558.390041 = -6273236.382163
  nChanged 92
		SP:Iteration 60F (107120.370000 sec): 3 clusters
  Score: Raw -6276808.806370 + Penalty 3558.390041 = -6273250.416328
  nChanged 78
		SP:Iteration 61Q (107120.830000 sec): 3 clusters
  Score: Raw -6276820.218164 + Penalty 3558.390041 = -6273261.828122
  nChanged 66
		SP:Iteration 62Q (107121.330000 sec): 3 clusters
  Score: Raw -6276829.326755 + Penalty 3558.390041 = -6273270.936713
  nChanged 57
		SP:Iteration 63Q (107121.750000 sec): 3 clusters
  Score: Raw -6276836.677568 + Penalty 3558.390041 = -6273278.287526
  nChanged 40
		SP:Iteration 64Q (107122.160000 sec): 3 clusters
  Score: Raw -6276840.609325 + Penalty 3558.390041 = -6273282.219283
  nChanged 29
		SP:Iteration 65Q (107122.630000 sec): 3 clusters
  Score: Raw -6276844.591793 + Penalty 3558.390041 = -6273286.201751
  nChanged 28
		SP:Iteration 66Q (107123.100000 sec): 3 clusters
  Score: Raw -6276848.104474 + Penalty 3558.390041 = -6273289.714433
  nChanged 24
		SP:Iteration 67Q (107123.610000 sec): 3 clusters
  Score: Raw -6276850.235248 + Penalty 3558.390041 = -6273291.845207
  nChanged 15
		SP:Iteration 68Q (107124.020000 sec): 3 clusters
  Score: Raw -6276851.931672 + Penalty 3558.390041 = -6273293.541631
  nChanged 23
		SP:Iteration 69Q (107124.450000 sec): 3 clusters
  Score: Raw -6276854.690532 + Penalty 3558.390041 = -6273296.300490
  nChanged 11
		SP:Iteration 70Q (107124.920000 sec): 3 clusters
  Score: Raw -6276855.766668 + Penalty 3558.390041 = -6273297.376626
  nChanged 13
		SP:Iteration 71Q (107125.370000 sec): 3 clusters
  Score: Raw -6276857.188087 + Penalty 3558.390041 = -6273298.798046
  nChanged 15
		SP:Iteration 72Q (107125.810000 sec): 3 clusters
  Score: Raw -6276858.685124 + Penalty 3558.390041 = -6273300.295083
  nChanged 9
		SP:Iteration 73Q (107126.240000 sec): 3 clusters
  Score: Raw -6276859.712660 + Penalty 3558.390041 = -6273301.322618
  nChanged 14
		SP:Iteration 74Q (107126.680000 sec): 3 clusters
  Score: Raw -6276861.068493 + Penalty 3558.390041 = -6273302.678452
  nChanged 7
		SP:Iteration 75Q (107127.140000 sec): 3 clusters
  Score: Raw -6276861.740607 + Penalty 3558.390041 = -6273303.350566
  nChanged 11
		SP:Iteration 76Q (107127.630000 sec): 3 clusters
  Score: Raw -6276862.851321 + Penalty 3558.390041 = -6273304.461279
  nChanged 8
		SP:Iteration 77Q (107128.130000 sec): 3 clusters
  Score: Raw -6276863.473673 + Penalty 3558.390041 = -6273305.083632
  nChanged 8
		SP:Iteration 78Q (107128.560000 sec): 3 clusters
  Score: Raw -6276864.266288 + Penalty 3558.390041 = -6273305.876246
  nChanged 10
		SP:Iteration 79Q (107129.010000 sec): 3 clusters
  Score: Raw -6276865.240614 + Penalty 3558.390041 = -6273306.850573
  nChanged 12
		SP:Iteration 80F (107129.470000 sec): 3 clusters
  Score: Raw -6276866.345918 + Penalty 3558.390041 = -6273307.955876
  nChanged 9
		SP:Iteration 81Q (107129.960000 sec): 3 clusters
  Score: Raw -6276867.075796 + Penalty 3558.390041 = -6273308.685755
  nChanged 8
		SP:Iteration 82Q (107130.430000 sec): 3 clusters
  Score: Raw -6276867.745930 + Penalty 3558.390041 = -6273309.355888
  nChanged 8
		SP:Iteration 83Q (107130.910000 sec): 3 clusters
  Score: Raw -6276868.420560 + Penalty 3558.390041 = -6273310.030518
  nChanged 6
		SP:Iteration 84Q (107131.320000 sec): 3 clusters
  Score: Raw -6276868.991782 + Penalty 3558.390041 = -6273310.601741
  nChanged 8
		SP:Iteration 85Q (107131.730000 sec): 3 clusters
  Score: Raw -6276869.539646 + Penalty 3558.390041 = -6273311.149604
  nChanged 4
		SP:Iteration 86Q (107132.140000 sec): 3 clusters
  Score: Raw -6276869.907982 + Penalty 3558.390041 = -6273311.517941
  nChanged 7
		SP:Iteration 87Q (107132.530000 sec): 3 clusters
  Score: Raw -6276870.677933 + Penalty 3558.390041 = -6273312.287892
  nChanged 10
		SP:Iteration 88Q (107132.940000 sec): 3 clusters
  Score: Raw -6276871.452822 + Penalty 3558.390041 = -6273313.062780
  nChanged 8
		SP:Iteration 89Q (107133.350000 sec): 3 clusters
  Score: Raw -6276872.000973 + Penalty 3558.390041 = -6273313.610932
  nChanged 8
		SP:Iteration 90Q (107133.760000 sec): 3 clusters
  Score: Raw -6276872.602451 + Penalty 3558.390041 = -6273314.212409
  nChanged 6
		SP:Iteration 91Q (107134.170000 sec): 3 clusters
  Score: Raw -6276873.187469 + Penalty 3558.390041 = -6273314.797427
  nChanged 3
		SP:Iteration 92Q (107134.610000 sec): 3 clusters
  Score: Raw -6276873.508465 + Penalty 3558.390041 = -6273315.118423
  nChanged 5
		SP:Iteration 93Q (107135.080000 sec): 3 clusters
  Score: Raw -6276873.990510 + Penalty 3558.390041 = -6273315.600469
  nChanged 6
		SP:Iteration 94Q (107135.530000 sec): 3 clusters
  Score: Raw -6276874.577667 + Penalty 3558.390041 = -6273316.187625
  nChanged 8
		SP:Iteration 95Q (107135.940000 sec): 3 clusters
  Score: Raw -6276875.148332 + Penalty 3558.390041 = -6273316.758291
  nChanged 5
		SP:Iteration 96Q (107136.390000 sec): 3 clusters
  Score: Raw -6276875.563504 + Penalty 3558.390041 = -6273317.173463
  nChanged 7
		SP:Iteration 97Q (107136.840000 sec): 3 clusters
  Score: Raw -6276876.229480 + Penalty 3558.390041 = -6273317.839438
  nChanged 7
		SP:Iteration 98Q (107137.340000 sec): 3 clusters
  Score: Raw -6276876.719857 + Penalty 3558.390041 = -6273318.329816
  nChanged 5
		SP:Iteration 99Q (107137.800000 sec): 3 clusters
  Score: Raw -6276877.035473 + Penalty 3558.390041 = -6273318.645431
  nChanged 5
		SP:Iteration 100F (107138.270000 sec): 3 clusters
  Score: Raw -6276877.403459 + Penalty 3558.390041 = -6273319.013418
  nChanged 8
		SP:Iteration 101Q (107138.730000 sec): 3 clusters
  Score: Raw -6276878.230956 + Penalty 3558.390041 = -6273319.840914
  nChanged 10
		SP:Iteration 102Q (107139.170000 sec): 3 clusters
  Score: Raw -6276879.142153 + Penalty 3558.390041 = -6273320.752111
  nChanged 5
		SP:Iteration 103Q (107139.650000 sec): 3 clusters
  Score: Raw -6276879.776404 + Penalty 3558.390041 = -6273321.386362
  nChanged 5
		SP:Iteration 104Q (107140.110000 sec): 3 clusters
  Score: Raw -6276880.180965 + Penalty 3558.390041 = -6273321.790924
  nChanged 6
		SP:Iteration 105Q (107140.540000 sec): 3 clusters
  Score: Raw -6276880.660786 + Penalty 3558.390041 = -6273322.270744
  nChanged 3
		SP:Iteration 106Q (107140.960000 sec): 3 clusters
  Score: Raw -6276880.896703 + Penalty 3558.390041 = -6273322.506662
  nChanged 1
		SP:Iteration 107Q (107141.410000 sec): 3 clusters
  Score: Raw -6276880.951736 + Penalty 3558.390041 = -6273322.561695
  nChanged 2
		SP:Iteration 108Q (107141.850000 sec): 3 clusters
  Score: Raw -6276881.205169 + Penalty 3558.390041 = -6273322.815128
  nChanged 2
		SP:Iteration 109Q (107142.380000 sec): 3 clusters
  Score: Raw -6276881.369123 + Penalty 3558.390041 = -6273322.979082
  nChanged 1
		SP:Iteration 110Q (107142.890000 sec): 3 clusters
  Score: Raw -6276881.409276 + Penalty 3558.390041 = -6273323.019234
  nChanged 2
		SP:Iteration 111Q (107143.360000 sec): 3 clusters
  Score: Raw -6276881.524023 + Penalty 3558.390041 = -6273323.133982
  nChanged 1
		SP:Iteration 112Q (107143.820000 sec): 3 clusters
  Score: Raw -6276881.597517 + Penalty 3558.390041 = -6273323.207475
  nChanged 1
		SP:Iteration 113Q (107144.300000 sec): 3 clusters
  Score: Raw -6276881.646861 + Penalty 3558.390041 = -6273323.256820
  nChanged 0
		SP:Iteration 114F (107144.810000 sec): 3 clusters
  Score: Raw -6276881.646861 + Penalty 3558.390041 = -6273323.256820
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107144.900000 sec): 2 clusters
  Score: Raw -26974.057901 + Penalty 920.231078 = -26053.826823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107145.090000 sec): 3 clusters
  Score: Raw -27185.197716 + Penalty 1840.462156 = -25344.735560
  nChanged 78
		SP:Iteration 1F (107145.320000 sec): 3 clusters
  Score: Raw -27438.567193 + Penalty 1840.462156 = -25598.105037
  nChanged 36
		SP:Iteration 2F (107145.470000 sec): 3 clusters
  Score: Raw -27588.784763 + Penalty 1840.462156 = -25748.322607
  nChanged 18
		SP:Iteration 3F (107145.680000 sec): 3 clusters
  Score: Raw -27685.160500 + Penalty 1840.462156 = -25844.698344
  nChanged 9
		SP:Iteration 4Q (107145.840000 sec): 3 clusters
  Score: Raw -27811.487722 + Penalty 1840.462156 = -25971.025566
  nChanged 6
		SP:Iteration 5Q (107146.030000 sec): 3 clusters
  Score: Raw -27931.232030 + Penalty 1840.462156 = -26090.769874
  nChanged 4
		SP:Iteration 6Q (107146.200000 sec): 3 clusters
  Score: Raw -27974.044120 + Penalty 1840.462156 = -26133.581964
  nChanged 1
		SP:Iteration 7Q (107146.370000 sec): 3 clusters
  Score: Raw -27985.968105 + Penalty 1840.462156 = -26145.505949
  nChanged 0
		SP:Iteration 8F (107146.590000 sec): 3 clusters
  Score: Raw -27986.067514 + Penalty 1840.462156 = -26145.605358
  nChanged 1
		SP:Iteration 9Q (107146.760000 sec): 3 clusters
  Score: Raw -28031.033761 + Penalty 1840.462156 = -26190.571605
  nChanged 2
		SP:Iteration 10Q (107146.900000 sec): 3 clusters
  Score: Raw -28069.028369 + Penalty 1840.462156 = -26228.566213
  nChanged 0
		SP:Iteration 11F (107147.070000 sec): 3 clusters
  Score: Raw -28069.028369 + Penalty 1840.462156 = -26228.566213
  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 9.05 GB.

 Trying to split cluster 26 (12761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107147.230000 sec): 2 clusters
  Score: Raw -1412022.056709 + Penalty 1536.299200 = -1410485.757509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107147.510000 sec): 3 clusters
  Score: Raw -1404613.684807 + Penalty 3072.598400 = -1401541.086407
  nChanged 5589
		SP:Iteration 1F (107147.720000 sec): 3 clusters
  Score: Raw -1407778.478709 + Penalty 3072.598400 = -1404705.880308
  nChanged 813
		SP:Iteration 2F (107147.930000 sec): 3 clusters
  Score: Raw -1408175.876716 + Penalty 3072.598400 = -1405103.278316
  nChanged 698
		SP:Iteration 3F (107148.140000 sec): 3 clusters
  Score: Raw -1408531.628531 + Penalty 3072.598400 = -1405459.030131
  nChanged 663
		SP:Iteration 4F (107148.340000 sec): 3 clusters
  Score: Raw -1408874.725725 + Penalty 3072.598400 = -1405802.127324
  nChanged 631
		SP:Iteration 5Q (107148.590000 sec): 3 clusters
  Score: Raw -1409171.533881 + Penalty 3072.598400 = -1406098.935481
  nChanged 575
		SP:Iteration 6Q (107148.790000 sec): 3 clusters
  Score: Raw -1409440.458187 + Penalty 3072.598400 = -1406367.859787
  nChanged 502
		SP:Iteration 7Q (107149.010000 sec): 3 clusters
  Score: Raw -1409691.844275 + Penalty 3072.598400 = -1406619.245874
  nChanged 487
		SP:Iteration 8Q (107149.270000 sec): 3 clusters
  Score: Raw -1409941.115962 + Penalty 3072.598400 = -1406868.517562
  nChanged 482
		SP:Iteration 9Q (107149.480000 sec): 3 clusters
  Score: Raw -1410185.871738 + Penalty 3072.598400 = -1407113.273337
  nChanged 420
		SP:Iteration 10Q (107149.720000 sec): 3 clusters
  Score: Raw -1410399.140437 + Penalty 3072.598400 = -1407326.542037
  nChanged 390
		SP:Iteration 11Q (107149.960000 sec): 3 clusters
  Score: Raw -1410566.589192 + Penalty 3072.598400 = -1407493.990792
  nChanged 320
		SP:Iteration 12Q (107150.220000 sec): 3 clusters
  Score: Raw -1410691.001830 + Penalty 3072.598400 = -1407618.403430
  nChanged 256
		SP:Iteration 13Q (107150.440000 sec): 3 clusters
  Score: Raw -1410781.528116 + Penalty 3072.598400 = -1407708.929716
  nChanged 232
		SP:Iteration 14Q (107150.670000 sec): 3 clusters
  Score: Raw -1410861.349299 + Penalty 3072.598400 = -1407788.750899
  nChanged 207
		SP:Iteration 15Q (107150.930000 sec): 3 clusters
  Score: Raw -1410922.416676 + Penalty 3072.598400 = -1407849.818276
  nChanged 178
		SP:Iteration 16Q (107151.130000 sec): 3 clusters
  Score: Raw -1410973.818950 + Penalty 3072.598400 = -1407901.220550
  nChanged 153
		SP:Iteration 17Q (107151.350000 sec): 3 clusters
  Score: Raw -1411019.222511 + Penalty 3072.598400 = -1407946.624110
  nChanged 149
		SP:Iteration 18Q (107151.620000 sec): 3 clusters
  Score: Raw -1411064.812535 + Penalty 3072.598400 = -1407992.214135
  nChanged 167
		SP:Iteration 19Q (107151.810000 sec): 3 clusters
  Score: Raw -1411119.407808 + Penalty 3072.598400 = -1408046.809408
  nChanged 171
		SP:Iteration 20F (107152.050000 sec): 3 clusters
  Score: Raw -1411184.873303 + Penalty 3072.598400 = -1408112.274903
  nChanged 174
		SP:Iteration 21Q (107152.270000 sec): 3 clusters
  Score: Raw -1411258.269946 + Penalty 3072.598400 = -1408185.671546
  nChanged 195
		SP:Iteration 22Q (107152.470000 sec): 3 clusters
  Score: Raw -1411334.692143 + Penalty 3072.598400 = -1408262.093743
  nChanged 173
		SP:Iteration 23Q (107152.700000 sec): 3 clusters
  Score: Raw -1411395.685264 + Penalty 3072.598400 = -1408323.086863
  nChanged 157
		SP:Iteration 24Q (107152.900000 sec): 3 clusters
  Score: Raw -1411447.869911 + Penalty 3072.598400 = -1408375.271511
  nChanged 144
		SP:Iteration 25Q (107153.160000 sec): 3 clusters
  Score: Raw -1411497.870956 + Penalty 3072.598400 = -1408425.272555
  nChanged 147
		SP:Iteration 26Q (107153.370000 sec): 3 clusters
  Score: Raw -1411539.947682 + Penalty 3072.598400 = -1408467.349281
  nChanged 127
		SP:Iteration 27Q (107153.640000 sec): 3 clusters
  Score: Raw -1411578.232128 + Penalty 3072.598400 = -1408505.633728
  nChanged 135
		SP:Iteration 28Q (107153.880000 sec): 3 clusters
  Score: Raw -1411619.953044 + Penalty 3072.598400 = -1408547.354643
  nChanged 138
		SP:Iteration 29Q (107154.080000 sec): 3 clusters
  Score: Raw -1411667.438361 + Penalty 3072.598400 = -1408594.839961
  nChanged 145
		SP:Iteration 30Q (107154.300000 sec): 3 clusters
  Score: Raw -1411721.998837 + Penalty 3072.598400 = -1408649.400437
  nChanged 138
		SP:Iteration 31Q (107154.540000 sec): 3 clusters
  Score: Raw -1411772.665841 + Penalty 3072.598400 = -1408700.067441
  nChanged 129
		SP:Iteration 32Q (107154.740000 sec): 3 clusters
  Score: Raw -1411814.280593 + Penalty 3072.598400 = -1408741.682193
  nChanged 100
		SP:Iteration 33Q (107154.970000 sec): 3 clusters
  Score: Raw -1411847.994130 + Penalty 3072.598400 = -1408775.395730
  nChanged 95
		SP:Iteration 34Q (107155.210000 sec): 3 clusters
  Score: Raw -1411880.452118 + Penalty 3072.598400 = -1408807.853718
  nChanged 103
		SP:Iteration 35Q (107155.460000 sec): 3 clusters
  Score: Raw -1411918.490049 + Penalty 3072.598400 = -1408845.891649
  nChanged 99
		SP:Iteration 36Q (107155.700000 sec): 3 clusters
  Score: Raw -1411960.596596 + Penalty 3072.598400 = -1408887.998196
  nChanged 103
		SP:Iteration 37Q (107155.900000 sec): 3 clusters
  Score: Raw -1412001.171672 + Penalty 3072.598400 = -1408928.573272
  nChanged 91
		SP:Iteration 38Q (107156.130000 sec): 3 clusters
  Score: Raw -1412043.191065 + Penalty 3072.598400 = -1408970.592665
  nChanged 84
		SP:Iteration 39Q (107156.370000 sec): 3 clusters
  Score: Raw -1412077.774487 + Penalty 3072.598400 = -1409005.176086
  nChanged 73
		SP:Iteration 40F (107156.600000 sec): 3 clusters
  Score: Raw -1412105.636162 + Penalty 3072.598400 = -1409033.037762
  nChanged 67
		SP:Iteration 41Q (107156.830000 sec): 3 clusters
  Score: Raw -1412126.451417 + Penalty 3072.598400 = -1409053.853016
  nChanged 46
		SP:Iteration 42Q (107157.020000 sec): 3 clusters
  Score: Raw -1412140.101396 + Penalty 3072.598400 = -1409067.502996
  nChanged 38
		SP:Iteration 43Q (107157.220000 sec): 3 clusters
  Score: Raw -1412150.847128 + Penalty 3072.598400 = -1409078.248728
  nChanged 35
		SP:Iteration 44Q (107157.380000 sec): 3 clusters
  Score: Raw -1412162.250429 + Penalty 3072.598400 = -1409089.652029
  nChanged 39
		SP:Iteration 45Q (107157.590000 sec): 3 clusters
  Score: Raw -1412177.402462 + Penalty 3072.598400 = -1409104.804062
  nChanged 42
		SP:Iteration 46Q (107157.830000 sec): 3 clusters
  Score: Raw -1412194.358097 + Penalty 3072.598400 = -1409121.759696
  nChanged 41
		SP:Iteration 47Q (107158.030000 sec): 3 clusters
  Score: Raw -1412208.743850 + Penalty 3072.598400 = -1409136.145449
  nChanged 35
		SP:Iteration 48Q (107158.280000 sec): 3 clusters
  Score: Raw -1412222.578144 + Penalty 3072.598400 = -1409149.979744
  nChanged 38
		SP:Iteration 49Q (107158.430000 sec): 3 clusters
  Score: Raw -1412236.931249 + Penalty 3072.598400 = -1409164.332849
  nChanged 35
		SP:Iteration 50Q (107158.720000 sec): 3 clusters
  Score: Raw -1412252.377030 + Penalty 3072.598400 = -1409179.778630
  nChanged 33
		SP:Iteration 51Q (107158.920000 sec): 3 clusters
  Score: Raw -1412263.595282 + Penalty 3072.598400 = -1409190.996882
  nChanged 26
		SP:Iteration 52Q (107159.160000 sec): 3 clusters
  Score: Raw -1412274.965768 + Penalty 3072.598400 = -1409202.367368
  nChanged 30
		SP:Iteration 53Q (107159.390000 sec): 3 clusters
  Score: Raw -1412285.947366 + Penalty 3072.598400 = -1409213.348966
  nChanged 23
		SP:Iteration 54Q (107159.620000 sec): 3 clusters
  Score: Raw -1412296.252008 + Penalty 3072.598400 = -1409223.653607
  nChanged 26
		SP:Iteration 55Q (107159.860000 sec): 3 clusters
  Score: Raw -1412305.545705 + Penalty 3072.598400 = -1409232.947305
  nChanged 21
		SP:Iteration 56Q (107160.130000 sec): 3 clusters
  Score: Raw -1412315.562367 + Penalty 3072.598400 = -1409242.963967
  nChanged 28
		SP:Iteration 57Q (107160.330000 sec): 3 clusters
  Score: Raw -1412325.812095 + Penalty 3072.598400 = -1409253.213695
  nChanged 18
		SP:Iteration 58Q (107160.580000 sec): 3 clusters
  Score: Raw -1412330.799705 + Penalty 3072.598400 = -1409258.201305
  nChanged 13
		SP:Iteration 59Q (107160.810000 sec): 3 clusters
  Score: Raw -1412337.321516 + Penalty 3072.598400 = -1409264.723116
  nChanged 19
		SP:Iteration 60F (107161.020000 sec): 3 clusters
  Score: Raw -1412344.761674 + Penalty 3072.598400 = -1409272.163274
  nChanged 15
		SP:Iteration 61Q (107161.280000 sec): 3 clusters
  Score: Raw -1412351.140964 + Penalty 3072.598400 = -1409278.542564
  nChanged 11
		SP:Iteration 62Q (107161.490000 sec): 3 clusters
  Score: Raw -1412356.311990 + Penalty 3072.598400 = -1409283.713590
  nChanged 10
		SP:Iteration 63Q (107161.720000 sec): 3 clusters
  Score: Raw -1412361.085765 + Penalty 3072.598400 = -1409288.487364
  nChanged 10
		SP:Iteration 64Q (107161.950000 sec): 3 clusters
  Score: Raw -1412365.658229 + Penalty 3072.598400 = -1409293.059829
  nChanged 10
		SP:Iteration 65Q (107162.130000 sec): 3 clusters
  Score: Raw -1412370.857818 + Penalty 3072.598400 = -1409298.259418
  nChanged 12
		SP:Iteration 66Q (107162.330000 sec): 3 clusters
  Score: Raw -1412375.692291 + Penalty 3072.598400 = -1409303.093890
  nChanged 12
		SP:Iteration 67Q (107162.540000 sec): 3 clusters
  Score: Raw -1412380.745035 + Penalty 3072.598400 = -1409308.146635
  nChanged 10
		SP:Iteration 68Q (107162.780000 sec): 3 clusters
  Score: Raw -1412384.295247 + Penalty 3072.598400 = -1409311.696846
  nChanged 11
		SP:Iteration 69Q (107163.000000 sec): 3 clusters
  Score: Raw -1412388.766060 + Penalty 3072.598400 = -1409316.167660
  nChanged 8
		SP:Iteration 70Q (107163.230000 sec): 3 clusters
  Score: Raw -1412392.569744 + Penalty 3072.598400 = -1409319.971344
  nChanged 11
		SP:Iteration 71Q (107163.420000 sec): 3 clusters
  Score: Raw -1412396.351071 + Penalty 3072.598400 = -1409323.752671
  nChanged 6
		SP:Iteration 72Q (107163.650000 sec): 3 clusters
  Score: Raw -1412398.577744 + Penalty 3072.598400 = -1409325.979344
  nChanged 6
		SP:Iteration 73Q (107163.870000 sec): 3 clusters
  Score: Raw -1412401.839006 + Penalty 3072.598400 = -1409329.240606
  nChanged 8
		SP:Iteration 74Q (107164.080000 sec): 3 clusters
  Score: Raw -1412404.521922 + Penalty 3072.598400 = -1409331.923522
  nChanged 3
		SP:Iteration 75Q (107164.360000 sec): 3 clusters
  Score: Raw -1412405.260588 + Penalty 3072.598400 = -1409332.662188
  nChanged 3
		SP:Iteration 76Q (107164.590000 sec): 3 clusters
  Score: Raw -1412407.047661 + Penalty 3072.598400 = -1409334.449261
  nChanged 6
		SP:Iteration 77Q (107164.830000 sec): 3 clusters
  Score: Raw -1412409.624707 + Penalty 3072.598400 = -1409337.026307
  nChanged 4
		SP:Iteration 78Q (107165.050000 sec): 3 clusters
  Score: Raw -1412410.990306 + Penalty 3072.598400 = -1409338.391906
  nChanged 2
		SP:Iteration 79Q (107165.260000 sec): 3 clusters
  Score: Raw -1412411.783383 + Penalty 3072.598400 = -1409339.184983
  nChanged 1
		SP:Iteration 80F (107165.480000 sec): 3 clusters
  Score: Raw -1412412.027335 + Penalty 3072.598400 = -1409339.428935
  nChanged 1
		SP:Iteration 81Q (107165.700000 sec): 3 clusters
  Score: Raw -1412412.180997 + Penalty 3072.598400 = -1409339.582596
  nChanged 0
		SP:Iteration 82F (107165.970000 sec): 3 clusters
  Score: Raw -1412412.180997 + Penalty 3072.598400 = -1409339.582596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107166.080000 sec): 2 clusters
  Score: Raw -394628.560750 + Penalty 1344.043491 = -393284.517260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107166.260000 sec): 3 clusters
  Score: Raw -392708.279724 + Penalty 2688.086981 = -390020.192743
  nChanged 1525
		SP:Iteration 1F (107166.460000 sec): 3 clusters
  Score: Raw -393721.503280 + Penalty 2688.086981 = -391033.416298
  nChanged 409
		SP:Iteration 2F (107166.640000 sec): 3 clusters
  Score: Raw -394125.773486 + Penalty 2688.086981 = -391437.686505
  nChanged 326
		SP:Iteration 3F (107166.780000 sec): 3 clusters
  Score: Raw -394434.915039 + Penalty 2688.086981 = -391746.828058
  nChanged 258
		SP:Iteration 4F (107166.940000 sec): 3 clusters
  Score: Raw -394650.536136 + Penalty 2688.086981 = -391962.449154
  nChanged 190
		SP:Iteration 5Q (107167.120000 sec): 3 clusters
  Score: Raw -394792.357603 + Penalty 2688.086981 = -392104.270621
  nChanged 148
		SP:Iteration 6Q (107167.300000 sec): 3 clusters
  Score: Raw -394890.138339 + Penalty 2688.086981 = -392202.051358
  nChanged 100
		SP:Iteration 7Q (107167.450000 sec): 3 clusters
  Score: Raw -394952.852961 + Penalty 2688.086981 = -392264.765980
  nChanged 90
		SP:Iteration 8Q (107167.620000 sec): 3 clusters
  Score: Raw -395007.301638 + Penalty 2688.086981 = -392319.214657
  nChanged 80
		SP:Iteration 9Q (107167.850000 sec): 3 clusters
  Score: Raw -395055.709460 + Penalty 2688.086981 = -392367.622479
  nChanged 70
		SP:Iteration 10Q (107168.020000 sec): 3 clusters
  Score: Raw -395091.426394 + Penalty 2688.086981 = -392403.339413
  nChanged 60
		SP:Iteration 11Q (107168.200000 sec): 3 clusters
  Score: Raw -395121.328082 + Penalty 2688.086981 = -392433.241101
  nChanged 47
		SP:Iteration 12Q (107168.440000 sec): 3 clusters
  Score: Raw -395143.591185 + Penalty 2688.086981 = -392455.504203
  nChanged 43
		SP:Iteration 13Q (107168.610000 sec): 3 clusters
  Score: Raw -395168.400975 + Penalty 2688.086981 = -392480.313993
  nChanged 46
		SP:Iteration 14Q (107168.790000 sec): 3 clusters
  Score: Raw -395195.392018 + Penalty 2688.086981 = -392507.305037
  nChanged 41
		SP:Iteration 15Q (107169.030000 sec): 3 clusters
  Score: Raw -395213.067290 + Penalty 2688.086981 = -392524.980309
  nChanged 33
		SP:Iteration 16Q (107169.180000 sec): 3 clusters
  Score: Raw -395228.198955 + Penalty 2688.086981 = -392540.111973
  nChanged 37
		SP:Iteration 17Q (107169.400000 sec): 3 clusters
  Score: Raw -395248.131463 + Penalty 2688.086981 = -392560.044482
  nChanged 38
		SP:Iteration 18Q (107169.580000 sec): 3 clusters
  Score: Raw -395268.207106 + Penalty 2688.086981 = -392580.120125
  nChanged 32
		SP:Iteration 19Q (107169.760000 sec): 3 clusters
  Score: Raw -395287.594305 + Penalty 2688.086981 = -392599.507323
  nChanged 43
		SP:Iteration 20F (107169.920000 sec): 3 clusters
  Score: Raw -395318.915509 + Penalty 2688.086981 = -392630.828528
  nChanged 50
		SP:Iteration 21Q (107170.080000 sec): 3 clusters
  Score: Raw -395345.945085 + Penalty 2688.086981 = -392657.858104
  nChanged 38
		SP:Iteration 22Q (107170.270000 sec): 3 clusters
  Score: Raw -395367.403178 + Penalty 2688.086981 = -392679.316197
  nChanged 54
		SP:Iteration 23Q (107170.470000 sec): 3 clusters
  Score: Raw -395400.139678 + Penalty 2688.086981 = -392712.052697
  nChanged 58
		SP:Iteration 24Q (107170.650000 sec): 3 clusters
  Score: Raw -395434.467512 + Penalty 2688.086981 = -392746.380530
  nChanged 53
		SP:Iteration 25Q (107170.830000 sec): 3 clusters
  Score: Raw -395462.289968 + Penalty 2688.086981 = -392774.202987
  nChanged 47
		SP:Iteration 26Q (107171.020000 sec): 3 clusters
  Score: Raw -395489.250904 + Penalty 2688.086981 = -392801.163923
  nChanged 45
		SP:Iteration 27Q (107171.260000 sec): 3 clusters
  Score: Raw -395513.285847 + Penalty 2688.086981 = -392825.198865
  nChanged 41
		SP:Iteration 28Q (107171.440000 sec): 3 clusters
  Score: Raw -395539.847387 + Penalty 2688.086981 = -392851.760405
  nChanged 51
		SP:Iteration 29Q (107171.640000 sec): 3 clusters
  Score: Raw -395576.167972 + Penalty 2688.086981 = -392888.080990
  nChanged 46
		SP:Iteration 30Q (107171.820000 sec): 3 clusters
  Score: Raw -395607.327524 + Penalty 2688.086981 = -392919.240543
  nChanged 51
		SP:Iteration 31Q (107172.030000 sec): 3 clusters
  Score: Raw -395633.759015 + Penalty 2688.086981 = -392945.672034
  nChanged 30
		SP:Iteration 32Q (107172.210000 sec): 3 clusters
  Score: Raw -395645.103632 + Penalty 2688.086981 = -392957.016651
  nChanged 18
		SP:Iteration 33Q (107172.420000 sec): 3 clusters
  Score: Raw -395650.737114 + Penalty 2688.086981 = -392962.650133
  nChanged 21
		SP:Iteration 34Q (107172.560000 sec): 3 clusters
  Score: Raw -395656.475564 + Penalty 2688.086981 = -392968.388583
  nChanged 14
		SP:Iteration 35Q (107172.780000 sec): 3 clusters
  Score: Raw -395659.411028 + Penalty 2688.086981 = -392971.324047
  nChanged 11
		SP:Iteration 36Q (107172.990000 sec): 3 clusters
  Score: Raw -395662.168703 + Penalty 2688.086981 = -392974.081722
  nChanged 12
		SP:Iteration 37Q (107173.180000 sec): 3 clusters
  Score: Raw -395665.747818 + Penalty 2688.086981 = -392977.660837
  nChanged 11
		SP:Iteration 38Q (107173.370000 sec): 3 clusters
  Score: Raw -395667.980689 + Penalty 2688.086981 = -392979.893707
  nChanged 5
		SP:Iteration 39Q (107173.530000 sec): 3 clusters
  Score: Raw -395669.362157 + Penalty 2688.086981 = -392981.275176
  nChanged 8
		SP:Iteration 40F (107173.710000 sec): 3 clusters
  Score: Raw -395671.180583 + Penalty 2688.086981 = -392983.093602
  nChanged 5
		SP:Iteration 41Q (107173.860000 sec): 3 clusters
  Score: Raw -395672.867225 + Penalty 2688.086981 = -392984.780244
  nChanged 6
		SP:Iteration 42Q (107174.030000 sec): 3 clusters
  Score: Raw -395674.463092 + Penalty 2688.086981 = -392986.376110
  nChanged 7
		SP:Iteration 43Q (107174.220000 sec): 3 clusters
  Score: Raw -395676.044050 + Penalty 2688.086981 = -392987.957068
  nChanged 7
		SP:Iteration 44Q (107174.360000 sec): 3 clusters
  Score: Raw -395677.870516 + Penalty 2688.086981 = -392989.783534
  nChanged 10
		SP:Iteration 45Q (107174.560000 sec): 3 clusters
  Score: Raw -395680.378560 + Penalty 2688.086981 = -392992.291579
  nChanged 7
		SP:Iteration 46Q (107174.750000 sec): 3 clusters
  Score: Raw -395682.219634 + Penalty 2688.086981 = -392994.132652
  nChanged 7
		SP:Iteration 47Q (107174.950000 sec): 3 clusters
  Score: Raw -395684.218184 + Penalty 2688.086981 = -392996.131202
  nChanged 3
		SP:Iteration 48Q (107175.090000 sec): 3 clusters
  Score: Raw -395684.970887 + Penalty 2688.086981 = -392996.883906
  nChanged 3
		SP:Iteration 49Q (107175.300000 sec): 3 clusters
  Score: Raw -395686.083135 + Penalty 2688.086981 = -392997.996154
  nChanged 5
		SP:Iteration 50Q (107175.500000 sec): 3 clusters
  Score: Raw -395687.449691 + Penalty 2688.086981 = -392999.362709
  nChanged 4
		SP:Iteration 51Q (107175.710000 sec): 3 clusters
  Score: Raw -395688.405503 + Penalty 2688.086981 = -393000.318521
  nChanged 2
		SP:Iteration 52Q (107175.910000 sec): 3 clusters
  Score: Raw -395688.932375 + Penalty 2688.086981 = -393000.845393
  nChanged 1
		SP:Iteration 53Q (107176.040000 sec): 3 clusters
  Score: Raw -395689.934330 + Penalty 2688.086981 = -393001.847348
  nChanged 2
		SP:Iteration 54Q (107176.250000 sec): 3 clusters
  Score: Raw -395690.406746 + Penalty 2688.086981 = -393002.319764
  nChanged 4
		SP:Iteration 55Q (107176.430000 sec): 3 clusters
  Score: Raw -395692.452852 + Penalty 2688.086981 = -393004.365871
  nChanged 4
		SP:Iteration 56Q (107176.620000 sec): 3 clusters
  Score: Raw -395694.436020 + Penalty 2688.086981 = -393006.349039
  nChanged 7
		SP:Iteration 57Q (107176.860000 sec): 3 clusters
  Score: Raw -395696.327828 + Penalty 2688.086981 = -393008.240847
  nChanged 8
		SP:Iteration 58Q (107177.060000 sec): 3 clusters
  Score: Raw -395698.437724 + Penalty 2688.086981 = -393010.350742
  nChanged 5
		SP:Iteration 59Q (107177.280000 sec): 3 clusters
  Score: Raw -395699.563700 + Penalty 2688.086981 = -393011.476718
  nChanged 3
		SP:Iteration 60F (107177.440000 sec): 3 clusters
  Score: Raw -395700.260055 + Penalty 2688.086981 = -393012.173074
  nChanged 2
		SP:Iteration 61Q (107177.640000 sec): 3 clusters
  Score: Raw -395700.903582 + Penalty 2688.086981 = -393012.816601
  nChanged 0
		SP:Iteration 62F (107177.840000 sec): 3 clusters
  Score: Raw -395700.903582 + Penalty 2688.086981 = -393012.816601
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (77363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107178.390000 sec): 2 clusters
  Score: Raw -8029716.844877 + Penalty 1829.142885 = -8027887.701992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107179.020000 sec): 3 clusters
  Score: Raw -7979739.458287 + Penalty 3658.285770 = -7976081.172517
  nChanged 36797
		SP:Iteration 1F (107179.650000 sec): 3 clusters
  Score: Raw -8001356.863355 + Penalty 3658.285770 = -7997698.577584
  nChanged 2916
		SP:Iteration 2Q (107180.250000 sec): 3 clusters
  Score: Raw -8002186.869998 + Penalty 3658.285770 = -7998528.584227
  nChanged 3010
		SP:Iteration 3Q (107180.850000 sec): 3 clusters
  Score: Raw -8003184.312693 + Penalty 3658.285770 = -7999526.026922
  nChanged 3370
		SP:Iteration 4Q (107181.460000 sec): 3 clusters
  Score: Raw -8004430.045004 + Penalty 3658.285770 = -8000771.759234
  nChanged 3619
		SP:Iteration 5Q (107182.130000 sec): 3 clusters
  Score: Raw -8005977.065491 + Penalty 3658.285770 = -8002318.779721
  nChanged 3803
		SP:Iteration 6Q (107182.740000 sec): 3 clusters
  Score: Raw -8007822.948887 + Penalty 3658.285770 = -8004164.663116
  nChanged 3939
		SP:Iteration 7F (107183.280000 sec): 3 clusters
  Score: Raw -8009916.957004 + Penalty 3658.285770 = -8006258.671233
  nChanged 4103
		SP:Iteration 8F (107183.890000 sec): 3 clusters
  Score: Raw -8012133.864776 + Penalty 3658.285770 = -8008475.579006
  nChanged 3959
		SP:Iteration 9F (107184.540000 sec): 3 clusters
  Score: Raw -8014238.570694 + Penalty 3658.285770 = -8010580.284924
  nChanged 3533
		SP:Iteration 10Q (107185.240000 sec): 3 clusters
  Score: Raw -8016037.253716 + Penalty 3658.285770 = -8012378.967945
  nChanged 3108
		SP:Iteration 11Q (107185.930000 sec): 3 clusters
  Score: Raw -8017503.882639 + Penalty 3658.285770 = -8013845.596869
  nChanged 2596
		SP:Iteration 12Q (107186.610000 sec): 3 clusters
  Score: Raw -8018479.835279 + Penalty 3658.285770 = -8014821.549509
  nChanged 1888
		SP:Iteration 13Q (107187.270000 sec): 3 clusters
  Score: Raw -8019055.406092 + Penalty 3658.285770 = -8015397.120322
  nChanged 1425
		SP:Iteration 14Q (107187.890000 sec): 3 clusters
  Score: Raw -8019405.334492 + Penalty 3658.285770 = -8015747.048722
  nChanged 1121
		SP:Iteration 15Q (107188.550000 sec): 3 clusters
  Score: Raw -8019661.152413 + Penalty 3658.285770 = -8016002.866643
  nChanged 995
		SP:Iteration 16Q (107189.190000 sec): 3 clusters
  Score: Raw -8019862.428436 + Penalty 3658.285770 = -8016204.142666
  nChanged 895
		SP:Iteration 17Q (107189.790000 sec): 3 clusters
  Score: Raw -8020058.674718 + Penalty 3658.285770 = -8016400.388947
  nChanged 883
		SP:Iteration 18Q (107190.410000 sec): 3 clusters
  Score: Raw -8020275.428079 + Penalty 3658.285770 = -8016617.142309
  nChanged 938
		SP:Iteration 19Q (107191.020000 sec): 3 clusters
  Score: Raw -8020503.773473 + Penalty 3658.285770 = -8016845.487702
  nChanged 953
		SP:Iteration 20F (107191.630000 sec): 3 clusters
  Score: Raw -8020746.237745 + Penalty 3658.285770 = -8017087.951975
  nChanged 969
		SP:Iteration 21Q (107192.270000 sec): 3 clusters
  Score: Raw -8020985.474598 + Penalty 3658.285770 = -8017327.188827
  nChanged 945
		SP:Iteration 22Q (107192.920000 sec): 3 clusters
  Score: Raw -8021218.313332 + Penalty 3658.285770 = -8017560.027561
  nChanged 932
		SP:Iteration 23Q (107193.560000 sec): 3 clusters
  Score: Raw -8021471.746625 + Penalty 3658.285770 = -8017813.460855
  nChanged 1013
		SP:Iteration 24Q (107194.170000 sec): 3 clusters
  Score: Raw -8021736.335425 + Penalty 3658.285770 = -8018078.049655
  nChanged 989
		SP:Iteration 25Q (107194.790000 sec): 3 clusters
  Score: Raw -8021996.883509 + Penalty 3658.285770 = -8018338.597739
  nChanged 1006
		SP:Iteration 26Q (107195.430000 sec): 3 clusters
  Score: Raw -8022254.256146 + Penalty 3658.285770 = -8018595.970375
  nChanged 996
		SP:Iteration 27Q (107196.050000 sec): 3 clusters
  Score: Raw -8022509.854189 + Penalty 3658.285770 = -8018851.568419
  nChanged 949
		SP:Iteration 28Q (107196.670000 sec): 3 clusters
  Score: Raw -8022754.375777 + Penalty 3658.285770 = -8019096.090007
  nChanged 923
		SP:Iteration 29Q (107197.270000 sec): 3 clusters
  Score: Raw -8022991.961107 + Penalty 3658.285770 = -8019333.675336
  nChanged 956
		SP:Iteration 30Q (107197.940000 sec): 3 clusters
  Score: Raw -8023230.643306 + Penalty 3658.285770 = -8019572.357536
  nChanged 890
		SP:Iteration 31Q (107198.580000 sec): 3 clusters
  Score: Raw -8023455.476160 + Penalty 3658.285770 = -8019797.190389
  nChanged 864
		SP:Iteration 32Q (107199.240000 sec): 3 clusters
  Score: Raw -8023672.482540 + Penalty 3658.285770 = -8020014.196769
  nChanged 803
		SP:Iteration 33Q (107199.840000 sec): 3 clusters
  Score: Raw -8023877.030751 + Penalty 3658.285770 = -8020218.744980
  nChanged 785
		SP:Iteration 34Q (107200.490000 sec): 3 clusters
  Score: Raw -8024072.119270 + Penalty 3658.285770 = -8020413.833499
  nChanged 790
		SP:Iteration 35Q (107201.110000 sec): 3 clusters
  Score: Raw -8024277.364247 + Penalty 3658.285770 = -8020619.078476
  nChanged 794
		SP:Iteration 36Q (107201.720000 sec): 3 clusters
  Score: Raw -8024485.652729 + Penalty 3658.285770 = -8020827.366958
  nChanged 766
		SP:Iteration 37Q (107202.330000 sec): 3 clusters
  Score: Raw -8024675.884051 + Penalty 3658.285770 = -8021017.598280
  nChanged 698
		SP:Iteration 38Q (107202.900000 sec): 3 clusters
  Score: Raw -8024845.718626 + Penalty 3658.285770 = -8021187.432856
  nChanged 684
		SP:Iteration 39Q (107203.570000 sec): 3 clusters
  Score: Raw -8024992.309296 + Penalty 3658.285770 = -8021334.023526
  nChanged 609
		SP:Iteration 40F (107204.210000 sec): 3 clusters
  Score: Raw -8025132.918706 + Penalty 3658.285770 = -8021474.632935
  nChanged 582
		SP:Iteration 41Q (107204.850000 sec): 3 clusters
  Score: Raw -8025254.888096 + Penalty 3658.285770 = -8021596.602326
  nChanged 573
		SP:Iteration 42Q (107205.470000 sec): 3 clusters
  Score: Raw -8025356.432462 + Penalty 3658.285770 = -8021698.146691
  nChanged 508
		SP:Iteration 43Q (107206.120000 sec): 3 clusters
  Score: Raw -8025442.736472 + Penalty 3658.285770 = -8021784.450701
  nChanged 451
		SP:Iteration 44Q (107206.760000 sec): 3 clusters
  Score: Raw -8025514.904189 + Penalty 3658.285770 = -8021856.618418
  nChanged 432
		SP:Iteration 45Q (107207.430000 sec): 3 clusters
  Score: Raw -8025583.153437 + Penalty 3658.285770 = -8021924.867667
  nChanged 427
		SP:Iteration 46Q (107208.040000 sec): 3 clusters
  Score: Raw -8025653.367511 + Penalty 3658.285770 = -8021995.081741
  nChanged 439
		SP:Iteration 47Q (107208.620000 sec): 3 clusters
  Score: Raw -8025717.316264 + Penalty 3658.285770 = -8022059.030493
  nChanged 378
		SP:Iteration 48Q (107209.260000 sec): 3 clusters
  Score: Raw -8025769.537453 + Penalty 3658.285770 = -8022111.251683
  nChanged 374
		SP:Iteration 49Q (107209.900000 sec): 3 clusters
  Score: Raw -8025815.600813 + Penalty 3658.285770 = -8022157.315042
  nChanged 332
		SP:Iteration 50Q (107210.580000 sec): 3 clusters
  Score: Raw -8025854.639752 + Penalty 3658.285770 = -8022196.353982
  nChanged 331
		SP:Iteration 51Q (107211.270000 sec): 3 clusters
  Score: Raw -8025890.937298 + Penalty 3658.285770 = -8022232.651528
  nChanged 289
		SP:Iteration 52Q (107211.900000 sec): 3 clusters
  Score: Raw -8025919.905255 + Penalty 3658.285770 = -8022261.619485
  nChanged 285
		SP:Iteration 53Q (107212.560000 sec): 3 clusters
  Score: Raw -8025946.691279 + Penalty 3658.285770 = -8022288.405508
  nChanged 267
		SP:Iteration 54Q (107213.210000 sec): 3 clusters
  Score: Raw -8025970.583163 + Penalty 3658.285770 = -8022312.297392
  nChanged 231
		SP:Iteration 55Q (107213.810000 sec): 3 clusters
  Score: Raw -8025990.162441 + Penalty 3658.285770 = -8022331.876671
  nChanged 249
		SP:Iteration 56Q (107214.510000 sec): 3 clusters
  Score: Raw -8026014.474678 + Penalty 3658.285770 = -8022356.188908
  nChanged 279
		SP:Iteration 57Q (107215.160000 sec): 3 clusters
  Score: Raw -8026042.543113 + Penalty 3658.285770 = -8022384.257342
  nChanged 255
		SP:Iteration 58Q (107215.810000 sec): 3 clusters
  Score: Raw -8026068.110284 + Penalty 3658.285770 = -8022409.824514
  nChanged 249
		SP:Iteration 59Q (107216.440000 sec): 3 clusters
  Score: Raw -8026090.671086 + Penalty 3658.285770 = -8022432.385316
  nChanged 221
		SP:Iteration 60F (107217.040000 sec): 3 clusters
  Score: Raw -8026108.235518 + Penalty 3658.285770 = -8022449.949747
  nChanged 213
		SP:Iteration 61Q (107217.640000 sec): 3 clusters
  Score: Raw -8026125.181302 + Penalty 3658.285770 = -8022466.895531
  nChanged 200
		SP:Iteration 62Q (107218.220000 sec): 3 clusters
  Score: Raw -8026139.799847 + Penalty 3658.285770 = -8022481.514077
  nChanged 198
		SP:Iteration 63Q (107218.800000 sec): 3 clusters
  Score: Raw -8026154.669134 + Penalty 3658.285770 = -8022496.383364
  nChanged 198
		SP:Iteration 64Q (107219.360000 sec): 3 clusters
  Score: Raw -8026170.735708 + Penalty 3658.285770 = -8022512.449938
  nChanged 188
		SP:Iteration 65Q (107219.920000 sec): 3 clusters
  Score: Raw -8026184.621227 + Penalty 3658.285770 = -8022526.335456
  nChanged 187
		SP:Iteration 66Q (107220.500000 sec): 3 clusters
  Score: Raw -8026197.856429 + Penalty 3658.285770 = -8022539.570658
  nChanged 213
		SP:Iteration 67Q (107221.040000 sec): 3 clusters
  Score: Raw -8026215.705720 + Penalty 3658.285770 = -8022557.419949
  nChanged 210
		SP:Iteration 68Q (107221.610000 sec): 3 clusters
  Score: Raw -8026235.332853 + Penalty 3658.285770 = -8022577.047082
  nChanged 219
		SP:Iteration 69Q (107222.180000 sec): 3 clusters
  Score: Raw -8026254.053536 + Penalty 3658.285770 = -8022595.767766
  nChanged 209
		SP:Iteration 70Q (107222.740000 sec): 3 clusters
  Score: Raw -8026271.854379 + Penalty 3658.285770 = -8022613.568608
  nChanged 229
		SP:Iteration 71Q (107223.340000 sec): 3 clusters
  Score: Raw -8026290.720348 + Penalty 3658.285770 = -8022632.434578
  nChanged 218
		SP:Iteration 72Q (107223.940000 sec): 3 clusters
  Score: Raw -8026309.600422 + Penalty 3658.285770 = -8022651.314652
  nChanged 227
		SP:Iteration 73Q (107224.620000 sec): 3 clusters
  Score: Raw -8026328.524347 + Penalty 3658.285770 = -8022670.238577
  nChanged 214
		SP:Iteration 74Q (107225.290000 sec): 3 clusters
  Score: Raw -8026347.642864 + Penalty 3658.285770 = -8022689.357093
  nChanged 232
		SP:Iteration 75Q (107225.940000 sec): 3 clusters
  Score: Raw -8026366.920703 + Penalty 3658.285770 = -8022708.634933
  nChanged 234
		SP:Iteration 76Q (107226.560000 sec): 3 clusters
  Score: Raw -8026384.900403 + Penalty 3658.285770 = -8022726.614632
  nChanged 221
		SP:Iteration 77Q (107227.180000 sec): 3 clusters
  Score: Raw -8026402.401011 + Penalty 3658.285770 = -8022744.115241
  nChanged 212
		SP:Iteration 78Q (107227.860000 sec): 3 clusters
  Score: Raw -8026419.622400 + Penalty 3658.285770 = -8022761.336629
  nChanged 222
		SP:Iteration 79Q (107228.540000 sec): 3 clusters
  Score: Raw -8026436.836266 + Penalty 3658.285770 = -8022778.550496
  nChanged 210
		SP:Iteration 80F (107229.200000 sec): 3 clusters
  Score: Raw -8026453.784975 + Penalty 3658.285770 = -8022795.499204
  nChanged 223
		SP:Iteration 81Q (107229.810000 sec): 3 clusters
  Score: Raw -8026471.623655 + Penalty 3658.285770 = -8022813.337885
  nChanged 228
		SP:Iteration 82Q (107230.480000 sec): 3 clusters
  Score: Raw -8026491.677111 + Penalty 3658.285770 = -8022833.391341
  nChanged 234
		SP:Iteration 83Q (107231.120000 sec): 3 clusters
  Score: Raw -8026512.918602 + Penalty 3658.285770 = -8022854.632831
  nChanged 241
		SP:Iteration 84Q (107231.740000 sec): 3 clusters
  Score: Raw -8026533.979391 + Penalty 3658.285770 = -8022875.693620
  nChanged 229
		SP:Iteration 85Q (107232.380000 sec): 3 clusters
  Score: Raw -8026553.914564 + Penalty 3658.285770 = -8022895.628794
  nChanged 231
		SP:Iteration 86Q (107233.010000 sec): 3 clusters
  Score: Raw -8026572.792285 + Penalty 3658.285770 = -8022914.506514
  nChanged 235
		SP:Iteration 87Q (107233.640000 sec): 3 clusters
  Score: Raw -8026594.562160 + Penalty 3658.285770 = -8022936.276390
  nChanged 257
		SP:Iteration 88Q (107234.260000 sec): 3 clusters
  Score: Raw -8026618.297067 + Penalty 3658.285770 = -8022960.011296
  nChanged 263
		SP:Iteration 89Q (107234.900000 sec): 3 clusters
  Score: Raw -8026642.486833 + Penalty 3658.285770 = -8022984.201062
  nChanged 254
		SP:Iteration 90Q (107235.500000 sec): 3 clusters
  Score: Raw -8026666.586714 + Penalty 3658.285770 = -8023008.300944
  nChanged 276
		SP:Iteration 91Q (107236.180000 sec): 3 clusters
  Score: Raw -8026694.171706 + Penalty 3658.285770 = -8023035.885936
  nChanged 288
		SP:Iteration 92Q (107236.770000 sec): 3 clusters
  Score: Raw -8026724.347948 + Penalty 3658.285770 = -8023066.062177
  nChanged 296
		SP:Iteration 93Q (107237.420000 sec): 3 clusters
  Score: Raw -8026755.684484 + Penalty 3658.285770 = -8023097.398713
  nChanged 292
		SP:Iteration 94Q (107238.110000 sec): 3 clusters
  Score: Raw -8026788.176062 + Penalty 3658.285770 = -8023129.890291
  nChanged 312
		SP:Iteration 95Q (107238.780000 sec): 3 clusters
  Score: Raw -8026823.429091 + Penalty 3658.285770 = -8023165.143320
  nChanged 327
		SP:Iteration 96Q (107239.390000 sec): 3 clusters
  Score: Raw -8026859.041688 + Penalty 3658.285770 = -8023200.755917
  nChanged 316
		SP:Iteration 97Q (107239.990000 sec): 3 clusters
  Score: Raw -8026894.086224 + Penalty 3658.285770 = -8023235.800454
  nChanged 326
		SP:Iteration 98Q (107240.630000 sec): 3 clusters
  Score: Raw -8026932.810915 + Penalty 3658.285770 = -8023274.525145
  nChanged 343
		SP:Iteration 99Q (107241.220000 sec): 3 clusters
  Score: Raw -8026974.374986 + Penalty 3658.285770 = -8023316.089215
  nChanged 362
		SP:Iteration 100F (107241.830000 sec): 3 clusters
  Score: Raw -8027018.912853 + Penalty 3658.285770 = -8023360.627082
  nChanged 347
		SP:Iteration 101Q (107242.450000 sec): 3 clusters
  Score: Raw -8027063.026835 + Penalty 3658.285770 = -8023404.741065
  nChanged 381
		SP:Iteration 102Q (107243.080000 sec): 3 clusters
  Score: Raw -8027119.289495 + Penalty 3658.285770 = -8023461.003724
  nChanged 403
		SP:Iteration 103Q (107243.750000 sec): 3 clusters
  Score: Raw -8027177.525915 + Penalty 3658.285770 = -8023519.240144
  nChanged 403
		SP:Iteration 104Q (107244.370000 sec): 3 clusters
  Score: Raw -8027236.623609 + Penalty 3658.285770 = -8023578.337838
  nChanged 403
		SP:Iteration 105Q (107244.960000 sec): 3 clusters
  Score: Raw -8027292.298666 + Penalty 3658.285770 = -8023634.012895
  nChanged 397
		SP:Iteration 106Q (107245.560000 sec): 3 clusters
  Score: Raw -8027351.764112 + Penalty 3658.285770 = -8023693.478341
  nChanged 396
		SP:Iteration 107Q (107246.160000 sec): 3 clusters
  Score: Raw -8027408.248670 + Penalty 3658.285770 = -8023749.962900
  nChanged 389
		SP:Iteration 108Q (107246.780000 sec): 3 clusters
  Score: Raw -8027463.380373 + Penalty 3658.285770 = -8023805.094602
  nChanged 388
		SP:Iteration 109Q (107247.390000 sec): 3 clusters
  Score: Raw -8027518.698773 + Penalty 3658.285770 = -8023860.413003
  nChanged 405
		SP:Iteration 110Q (107247.980000 sec): 3 clusters
  Score: Raw -8027582.755900 + Penalty 3658.285770 = -8023924.470129
  nChanged 427
		SP:Iteration 111Q (107248.510000 sec): 3 clusters
  Score: Raw -8027656.506836 + Penalty 3658.285770 = -8023998.221066
  nChanged 441
		SP:Iteration 112Q (107249.020000 sec): 3 clusters
  Score: Raw -8027731.103901 + Penalty 3658.285770 = -8024072.818131
  nChanged 455
		SP:Iteration 113Q (107249.520000 sec): 3 clusters
  Score: Raw -8027808.406202 + Penalty 3658.285770 = -8024150.120431
  nChanged 477
		SP:Iteration 114Q (107250.040000 sec): 3 clusters
  Score: Raw -8027896.455906 + Penalty 3658.285770 = -8024238.170136
  nChanged 509
		SP:Iteration 115Q (107250.600000 sec): 3 clusters
  Score: Raw -8027994.810902 + Penalty 3658.285770 = -8024336.525132
  nChanged 497
		SP:Iteration 116Q (107251.170000 sec): 3 clusters
  Score: Raw -8028091.503116 + Penalty 3658.285770 = -8024433.217346
  nChanged 468
		SP:Iteration 117Q (107251.680000 sec): 3 clusters
  Score: Raw -8028180.671191 + Penalty 3658.285770 = -8024522.385420
  nChanged 499
		SP:Iteration 118Q (107252.230000 sec): 3 clusters
  Score: Raw -8028280.946050 + Penalty 3658.285770 = -8024622.660280
  nChanged 509
		SP:Iteration 119Q (107252.790000 sec): 3 clusters
  Score: Raw -8028379.206819 + Penalty 3658.285770 = -8024720.921048
  nChanged 484
		SP:Iteration 120F (107253.350000 sec): 3 clusters
  Score: Raw -8028474.487735 + Penalty 3658.285770 = -8024816.201965
  nChanged 492
		SP:Iteration 121Q (107253.940000 sec): 3 clusters
  Score: Raw -8028575.957940 + Penalty 3658.285770 = -8024917.672169
  nChanged 517
		SP:Iteration 122Q (107254.530000 sec): 3 clusters
  Score: Raw -8028683.614317 + Penalty 3658.285770 = -8025025.328547
  nChanged 501
		SP:Iteration 123Q (107255.190000 sec): 3 clusters
  Score: Raw -8028791.656454 + Penalty 3658.285770 = -8025133.370683
  nChanged 483
		SP:Iteration 124Q (107255.800000 sec): 3 clusters
  Score: Raw -8028898.473606 + Penalty 3658.285770 = -8025240.187836
  nChanged 478
		SP:Iteration 125Q (107256.410000 sec): 3 clusters
  Score: Raw -8029011.773882 + Penalty 3658.285770 = -8025353.488112
  nChanged 506
		SP:Iteration 126Q (107257.020000 sec): 3 clusters
  Score: Raw -8029141.111620 + Penalty 3658.285770 = -8025482.825849
  nChanged 542
		SP:Iteration 127Q (107257.670000 sec): 3 clusters
  Score: Raw -8029279.413575 + Penalty 3658.285770 = -8025621.127804
  nChanged 521
		SP:Iteration 128Q (107258.290000 sec): 3 clusters
  Score: Raw -8029411.745370 + Penalty 3658.285770 = -8025753.459600
  nChanged 507
		SP:Iteration 129Q (107258.840000 sec): 3 clusters
  Score: Raw -8029545.283430 + Penalty 3658.285770 = -8025886.997660
  nChanged 524
		SP:Iteration 130Q (107259.410000 sec): 3 clusters
  Score: Raw -8029685.809619 + Penalty 3658.285770 = -8026027.523849
  nChanged 497
		SP:Iteration 131Q (107260.020000 sec): 3 clusters
  Score: Raw -8029816.833450 + Penalty 3658.285770 = -8026158.547680
  nChanged 471
		SP:Iteration 132Q (107260.610000 sec): 3 clusters
  Score: Raw -8029937.330045 + Penalty 3658.285770 = -8026279.044275
  nChanged 399
		SP:Iteration 133Q (107261.180000 sec): 3 clusters
  Score: Raw -8030037.227624 + Penalty 3658.285770 = -8026378.941854
  nChanged 385
		SP:Iteration 134Q (107261.770000 sec): 3 clusters
  Score: Raw -8030134.009048 + Penalty 3658.285770 = -8026475.723278
  nChanged 335
		SP:Iteration 135Q (107262.300000 sec): 3 clusters
  Score: Raw -8030214.049025 + Penalty 3658.285770 = -8026555.763254
  nChanged 285
		SP:Iteration 136Q (107262.830000 sec): 3 clusters
  Score: Raw -8030274.951322 + Penalty 3658.285770 = -8026616.665551
  nChanged 262
		SP:Iteration 137Q (107263.380000 sec): 3 clusters
  Score: Raw -8030334.063198 + Penalty 3658.285770 = -8026675.777427
  nChanged 257
		SP:Iteration 138Q (107263.910000 sec): 3 clusters
  Score: Raw -8030394.091600 + Penalty 3658.285770 = -8026735.805829
  nChanged 239
		SP:Iteration 139Q (107264.430000 sec): 3 clusters
  Score: Raw -8030448.795409 + Penalty 3658.285770 = -8026790.509639
  nChanged 209
		SP:Iteration 140F (107265.130000 sec): 3 clusters
  Score: Raw -8030496.841652 + Penalty 3658.285770 = -8026838.555881
  nChanged 185
		SP:Iteration 141Q (107265.750000 sec): 3 clusters
  Score: Raw -8030541.601947 + Penalty 3658.285770 = -8026883.316177
  nChanged 175
		SP:Iteration 142Q (107266.290000 sec): 3 clusters
  Score: Raw -8030585.291365 + Penalty 3658.285770 = -8026927.005594
  nChanged 148
		SP:Iteration 143Q (107266.930000 sec): 3 clusters
  Score: Raw -8030619.566269 + Penalty 3658.285770 = -8026961.280498
  nChanged 145
		SP:Iteration 144Q (107267.530000 sec): 3 clusters
  Score: Raw -8030651.150429 + Penalty 3658.285770 = -8026992.864659
  nChanged 122
		SP:Iteration 145Q (107268.140000 sec): 3 clusters
  Score: Raw -8030674.729508 + Penalty 3658.285770 = -8027016.443738
  nChanged 121
		SP:Iteration 146Q (107268.770000 sec): 3 clusters
  Score: Raw -8030696.324785 + Penalty 3658.285770 = -8027038.039015
  nChanged 94
		SP:Iteration 147Q (107269.390000 sec): 3 clusters
  Score: Raw -8030712.464297 + Penalty 3658.285770 = -8027054.178526
  nChanged 83
		SP:Iteration 148Q (107269.970000 sec): 3 clusters
  Score: Raw -8030725.780997 + Penalty 3658.285770 = -8027067.495227
  nChanged 78
		SP:Iteration 149Q (107270.470000 sec): 3 clusters
  Score: Raw -8030740.151201 + Penalty 3658.285770 = -8027081.865431
  nChanged 82
		SP:Iteration 150Q (107271.010000 sec): 3 clusters
  Score: Raw -8030757.091058 + Penalty 3658.285770 = -8027098.805288
  nChanged 85
		SP:Iteration 151Q (107271.580000 sec): 3 clusters
  Score: Raw -8030773.068820 + Penalty 3658.285770 = -8027114.783050
  nChanged 58
		SP:Iteration 152Q (107272.100000 sec): 3 clusters
  Score: Raw -8030784.170563 + Penalty 3658.285770 = -8027125.884792
  nChanged 67
		SP:Iteration 153Q (107272.640000 sec): 3 clusters
  Score: Raw -8030796.068106 + Penalty 3658.285770 = -8027137.782336
  nChanged 61
		SP:Iteration 154Q (107273.140000 sec): 3 clusters
  Score: Raw -8030805.758552 + Penalty 3658.285770 = -8027147.472781
  nChanged 48
		SP:Iteration 155Q (107273.650000 sec): 3 clusters
  Score: Raw -8030812.345530 + Penalty 3658.285770 = -8027154.059760
  nChanged 31
		SP:Iteration 156Q (107274.110000 sec): 3 clusters
  Score: Raw -8030816.620383 + Penalty 3658.285770 = -8027158.334613
  nChanged 25
		SP:Iteration 157Q (107274.520000 sec): 3 clusters
  Score: Raw -8030820.139347 + Penalty 3658.285770 = -8027161.853577
  nChanged 26
		SP:Iteration 158Q (107274.990000 sec): 3 clusters
  Score: Raw -8030823.436978 + Penalty 3658.285770 = -8027165.151207
  nChanged 29
		SP:Iteration 159Q (107275.460000 sec): 3 clusters
  Score: Raw -8030826.971143 + Penalty 3658.285770 = -8027168.685372
  nChanged 33
		SP:Iteration 160F (107275.930000 sec): 3 clusters
  Score: Raw -8030831.659371 + Penalty 3658.285770 = -8027173.373601
  nChanged 25
		SP:Iteration 161Q (107276.460000 sec): 3 clusters
  Score: Raw -8030834.761313 + Penalty 3658.285770 = -8027176.475543
  nChanged 17
		SP:Iteration 162Q (107277.030000 sec): 3 clusters
  Score: Raw -8030836.625182 + Penalty 3658.285770 = -8027178.339411
  nChanged 19
		SP:Iteration 163Q (107277.610000 sec): 3 clusters
  Score: Raw -8030839.000209 + Penalty 3658.285770 = -8027180.714438
  nChanged 23
		SP:Iteration 164Q (107278.190000 sec): 3 clusters
  Score: Raw -8030842.089881 + Penalty 3658.285770 = -8027183.804111
  nChanged 20
		SP:Iteration 165Q (107278.760000 sec): 3 clusters
  Score: Raw -8030845.023593 + Penalty 3658.285770 = -8027186.737822
  nChanged 23
		SP:Iteration 166Q (107279.400000 sec): 3 clusters
  Score: Raw -8030848.586429 + Penalty 3658.285770 = -8027190.300659
  nChanged 32
		SP:Iteration 167Q (107280.020000 sec): 3 clusters
  Score: Raw -8030853.572052 + Penalty 3658.285770 = -8027195.286281
  nChanged 28
		SP:Iteration 168Q (107280.540000 sec): 3 clusters
  Score: Raw -8030858.112164 + Penalty 3658.285770 = -8027199.826394
  nChanged 27
		SP:Iteration 169Q (107281.150000 sec): 3 clusters
  Score: Raw -8030861.923412 + Penalty 3658.285770 = -8027203.637641
  nChanged 24
		SP:Iteration 170Q (107281.710000 sec): 3 clusters
  Score: Raw -8030864.903074 + Penalty 3658.285770 = -8027206.617303
  nChanged 18
		SP:Iteration 171Q (107282.250000 sec): 3 clusters
  Score: Raw -8030867.405630 + Penalty 3658.285770 = -8027209.119860
  nChanged 20
		SP:Iteration 172Q (107282.840000 sec): 3 clusters
  Score: Raw -8030870.580213 + Penalty 3658.285770 = -8027212.294443
  nChanged 17
		SP:Iteration 173Q (107283.380000 sec): 3 clusters
  Score: Raw -8030874.247823 + Penalty 3658.285770 = -8027215.962053
  nChanged 16
		SP:Iteration 174Q (107284.020000 sec): 3 clusters
  Score: Raw -8030877.087633 + Penalty 3658.285770 = -8027218.801862
  nChanged 19
		SP:Iteration 175Q (107284.650000 sec): 3 clusters
  Score: Raw -8030879.694310 + Penalty 3658.285770 = -8027221.408540
  nChanged 18
		SP:Iteration 176Q (107285.330000 sec): 3 clusters
  Score: Raw -8030882.251679 + Penalty 3658.285770 = -8027223.965909
  nChanged 15
		SP:Iteration 177Q (107285.920000 sec): 3 clusters
  Score: Raw -8030884.310219 + Penalty 3658.285770 = -8027226.024448
  nChanged 14
		SP:Iteration 178Q (107286.530000 sec): 3 clusters
  Score: Raw -8030885.854144 + Penalty 3658.285770 = -8027227.568374
  nChanged 10
		SP:Iteration 179Q (107287.140000 sec): 3 clusters
  Score: Raw -8030886.839989 + Penalty 3658.285770 = -8027228.554219
  nChanged 13
		SP:Iteration 180F (107287.760000 sec): 3 clusters
  Score: Raw -8030888.303532 + Penalty 3658.285770 = -8027230.017762
  nChanged 9
		SP:Iteration 181Q (107288.330000 sec): 3 clusters
  Score: Raw -8030889.419101 + Penalty 3658.285770 = -8027231.133331
  nChanged 8
		SP:Iteration 182Q (107288.870000 sec): 3 clusters
  Score: Raw -8030890.915035 + Penalty 3658.285770 = -8027232.629265
  nChanged 19
		SP:Iteration 183Q (107289.520000 sec): 3 clusters
  Score: Raw -8030893.210941 + Penalty 3658.285770 = -8027234.925171
  nChanged 15
		SP:Iteration 184Q (107290.090000 sec): 3 clusters
  Score: Raw -8030894.862384 + Penalty 3658.285770 = -8027236.576613
  nChanged 13
		SP:Iteration 185Q (107290.720000 sec): 3 clusters
  Score: Raw -8030896.303638 + Penalty 3658.285770 = -8027238.017868
  nChanged 5
		SP:Iteration 186Q (107291.300000 sec): 3 clusters
  Score: Raw -8030896.852472 + Penalty 3658.285770 = -8027238.566701
  nChanged 3
		SP:Iteration 187Q (107291.860000 sec): 3 clusters
  Score: Raw -8030897.075554 + Penalty 3658.285770 = -8027238.789784
  nChanged 1
		SP:Iteration 188Q (107292.430000 sec): 3 clusters
  Score: Raw -8030897.172631 + Penalty 3658.285770 = -8027238.886860
  nChanged 1
		SP:Iteration 189Q (107293.100000 sec): 3 clusters
  Score: Raw -8030897.276891 + Penalty 3658.285770 = -8027238.991120
  nChanged 0
		SP:Iteration 190F (107293.750000 sec): 3 clusters
  Score: Raw -8030897.276891 + Penalty 3658.285770 = -8027238.991120
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107293.900000 sec): 2 clusters
  Score: Raw -419890.948451 + Penalty 1341.867306 = -418549.081146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107294.100000 sec): 3 clusters
  Score: Raw -418002.361038 + Penalty 2683.734611 = -415318.626427
  nChanged 1494
		SP:Iteration 1F (107294.240000 sec): 3 clusters
  Score: Raw -418924.529714 + Penalty 2683.734611 = -416240.795103
  nChanged 337
		SP:Iteration 2F (107294.450000 sec): 3 clusters
  Score: Raw -419182.155934 + Penalty 2683.734611 = -416498.421322
  nChanged 282
		SP:Iteration 3F (107294.640000 sec): 3 clusters
  Score: Raw -419421.016262 + Penalty 2683.734611 = -416737.281651
  nChanged 247
		SP:Iteration 4F (107294.770000 sec): 3 clusters
  Score: Raw -419646.523545 + Penalty 2683.734611 = -416962.788933
  nChanged 222
		SP:Iteration 5F (107294.940000 sec): 3 clusters
  Score: Raw -419814.955597 + Penalty 2683.734611 = -417131.220986
  nChanged 164
		SP:Iteration 6Q (107295.110000 sec): 3 clusters
  Score: Raw -419923.645632 + Penalty 2683.734611 = -417239.911020
  nChanged 126
		SP:Iteration 7Q (107295.300000 sec): 3 clusters
  Score: Raw -420008.614913 + Penalty 2683.734611 = -417324.880302
  nChanged 111
		SP:Iteration 8Q (107295.500000 sec): 3 clusters
  Score: Raw -420076.783932 + Penalty 2683.734611 = -417393.049320
  nChanged 93
		SP:Iteration 9Q (107295.720000 sec): 3 clusters
  Score: Raw -420129.538959 + Penalty 2683.734611 = -417445.804348
  nChanged 62
		SP:Iteration 10Q (107295.880000 sec): 3 clusters
  Score: Raw -420161.528044 + Penalty 2683.734611 = -417477.793433
  nChanged 44
		SP:Iteration 11Q (107296.040000 sec): 3 clusters
  Score: Raw -420180.797734 + Penalty 2683.734611 = -417497.063122
  nChanged 30
		SP:Iteration 12Q (107296.240000 sec): 3 clusters
  Score: Raw -420191.644803 + Penalty 2683.734611 = -417507.910191
  nChanged 18
		SP:Iteration 13Q (107296.400000 sec): 3 clusters
  Score: Raw -420199.001879 + Penalty 2683.734611 = -417515.267268
  nChanged 13
		SP:Iteration 14Q (107296.600000 sec): 3 clusters
  Score: Raw -420204.540874 + Penalty 2683.734611 = -417520.806262
  nChanged 12
		SP:Iteration 15Q (107296.780000 sec): 3 clusters
  Score: Raw -420207.783379 + Penalty 2683.734611 = -417524.048767
  nChanged 9
		SP:Iteration 16Q (107297.010000 sec): 3 clusters
  Score: Raw -420210.241600 + Penalty 2683.734611 = -417526.506988
  nChanged 3
		SP:Iteration 17Q (107297.200000 sec): 3 clusters
  Score: Raw -420211.518471 + Penalty 2683.734611 = -417527.783860
  nChanged 3
		SP:Iteration 18Q (107297.340000 sec): 3 clusters
  Score: Raw -420211.970959 + Penalty 2683.734611 = -417528.236347
  nChanged 1
		SP:Iteration 19Q (107297.510000 sec): 3 clusters
  Score: Raw -420212.156080 + Penalty 2683.734611 = -417528.421468
  nChanged 2
		SP:Iteration 20F (107297.680000 sec): 3 clusters
  Score: Raw -420212.836427 + Penalty 2683.734611 = -417529.101816
  nChanged 1
		SP:Iteration 21Q (107297.890000 sec): 3 clusters
  Score: Raw -420213.221237 + Penalty 2683.734611 = -417529.486625
  nChanged 1
		SP:Iteration 22Q (107298.010000 sec): 3 clusters
  Score: Raw -420213.544821 + Penalty 2683.734611 = -417529.810210
  nChanged 0
		SP:Iteration 23F (107298.180000 sec): 3 clusters
  Score: Raw -420213.544821 + Penalty 2683.734611 = -417529.810210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (35198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107298.490000 sec): 2 clusters
  Score: Raw -3875288.641907 + Penalty 1701.170988 = -3873587.470919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107298.890000 sec): 3 clusters
  Score: Raw -3853406.096487 + Penalty 3402.341976 = -3850003.754511
  nChanged 16245
		SP:Iteration 1F (107299.240000 sec): 3 clusters
  Score: Raw -3863112.250075 + Penalty 3402.341976 = -3859709.908099
  nChanged 2023
		SP:Iteration 2F (107299.580000 sec): 3 clusters
  Score: Raw -3864174.268198 + Penalty 3402.341976 = -3860771.926222
  nChanged 2392
		SP:Iteration 3F (107299.950000 sec): 3 clusters
  Score: Raw -3865687.983776 + Penalty 3402.341976 = -3862285.641800
  nChanged 2662
		SP:Iteration 4F (107300.300000 sec): 3 clusters
  Score: Raw -3867551.824115 + Penalty 3402.341976 = -3864149.482139
  nChanged 2673
		SP:Iteration 5F (107300.670000 sec): 3 clusters
  Score: Raw -3869494.313955 + Penalty 3402.341976 = -3866091.971979
  nChanged 2310
		SP:Iteration 6F (107301.010000 sec): 3 clusters
  Score: Raw -3871218.039384 + Penalty 3402.341976 = -3867815.697408
  nChanged 1852
		SP:Iteration 7F (107301.370000 sec): 3 clusters
  Score: Raw -3872779.144915 + Penalty 3402.341976 = -3869376.802939
  nChanged 1354
		SP:Iteration 8Q (107301.740000 sec): 3 clusters
  Score: Raw -3874043.021371 + Penalty 3402.341976 = -3870640.679395
  nChanged 966
		SP:Iteration 9Q (107302.090000 sec): 3 clusters
  Score: Raw -3874919.785202 + Penalty 3402.341976 = -3871517.443226
  nChanged 674
		SP:Iteration 10Q (107302.430000 sec): 3 clusters
  Score: Raw -3875366.958681 + Penalty 3402.341976 = -3871964.616705
  nChanged 444
		SP:Iteration 11Q (107302.740000 sec): 3 clusters
  Score: Raw -3875628.670852 + Penalty 3402.341976 = -3872226.328876
  nChanged 352
		SP:Iteration 12Q (107303.070000 sec): 3 clusters
  Score: Raw -3875804.613083 + Penalty 3402.341976 = -3872402.271107
  nChanged 312
		SP:Iteration 13Q (107303.420000 sec): 3 clusters
  Score: Raw -3875979.721945 + Penalty 3402.341976 = -3872577.379969
  nChanged 262
		SP:Iteration 14Q (107303.780000 sec): 3 clusters
  Score: Raw -3876149.750581 + Penalty 3402.341976 = -3872747.408605
  nChanged 279
		SP:Iteration 15Q (107304.100000 sec): 3 clusters
  Score: Raw -3876322.314484 + Penalty 3402.341976 = -3872919.972508
  nChanged 270
		SP:Iteration 16Q (107304.440000 sec): 3 clusters
  Score: Raw -3876484.747159 + Penalty 3402.341976 = -3873082.405183
  nChanged 244
		SP:Iteration 17Q (107304.770000 sec): 3 clusters
  Score: Raw -3876643.129796 + Penalty 3402.341976 = -3873240.787820
  nChanged 228
		SP:Iteration 18Q (107305.120000 sec): 3 clusters
  Score: Raw -3876809.488534 + Penalty 3402.341976 = -3873407.146558
  nChanged 189
		SP:Iteration 19Q (107305.450000 sec): 3 clusters
  Score: Raw -3876948.286716 + Penalty 3402.341976 = -3873545.944740
  nChanged 180
		SP:Iteration 20F (107305.810000 sec): 3 clusters
  Score: Raw -3877091.784794 + Penalty 3402.341976 = -3873689.442818
  nChanged 150
		SP:Iteration 21Q (107306.140000 sec): 3 clusters
  Score: Raw -3877207.982450 + Penalty 3402.341976 = -3873805.640474
  nChanged 113
		SP:Iteration 22Q (107306.490000 sec): 3 clusters
  Score: Raw -3877285.232881 + Penalty 3402.341976 = -3873882.890905
  nChanged 92
		SP:Iteration 23Q (107306.880000 sec): 3 clusters
  Score: Raw -3877328.013083 + Penalty 3402.341976 = -3873925.671107
  nChanged 50
		SP:Iteration 24Q (107307.190000 sec): 3 clusters
  Score: Raw -3877340.015740 + Penalty 3402.341976 = -3873937.673764
  nChanged 24
		SP:Iteration 25Q (107307.590000 sec): 3 clusters
  Score: Raw -3877346.087251 + Penalty 3402.341976 = -3873943.745275
  nChanged 21
		SP:Iteration 26Q (107307.970000 sec): 3 clusters
  Score: Raw -3877349.998011 + Penalty 3402.341976 = -3873947.656035
  nChanged 16
		SP:Iteration 27Q (107308.350000 sec): 3 clusters
  Score: Raw -3877353.620190 + Penalty 3402.341976 = -3873951.278213
  nChanged 6
		SP:Iteration 28Q (107308.690000 sec): 3 clusters
  Score: Raw -3877354.759261 + Penalty 3402.341976 = -3873952.417285
  nChanged 5
		SP:Iteration 29Q (107309.050000 sec): 3 clusters
  Score: Raw -3877355.510845 + Penalty 3402.341976 = -3873953.168869
  nChanged 3
		SP:Iteration 30Q (107309.360000 sec): 3 clusters
  Score: Raw -3877355.722222 + Penalty 3402.341976 = -3873953.380246
  nChanged 1
		SP:Iteration 31Q (107309.670000 sec): 3 clusters
  Score: Raw -3877355.859235 + Penalty 3402.341976 = -3873953.517259
  nChanged 3
		SP:Iteration 32Q (107310.020000 sec): 3 clusters
  Score: Raw -3877356.254493 + Penalty 3402.341976 = -3873953.912517
  nChanged 1
		SP:Iteration 33Q (107310.360000 sec): 3 clusters
  Score: Raw -3877356.402570 + Penalty 3402.341976 = -3873954.060594
  nChanged 0
		SP:Iteration 34F (107310.670000 sec): 3 clusters
  Score: Raw -3877356.402570 + Penalty 3402.341976 = -3873954.060594
  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 9.05 GB.

 Trying to split cluster 31 (3456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107310.810000 sec): 2 clusters
  Score: Raw -378561.101530 + Penalty 1324.028409 = -377237.073121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107311.010000 sec): 3 clusters
  Score: Raw -376871.351506 + Penalty 2648.056817 = -374223.294689
  nChanged 1345
		SP:Iteration 1F (107311.210000 sec): 3 clusters
  Score: Raw -377707.754774 + Penalty 2648.056817 = -375059.697957
  nChanged 306
		SP:Iteration 2F (107311.400000 sec): 3 clusters
  Score: Raw -377930.268464 + Penalty 2648.056817 = -375282.211647
  nChanged 217
		SP:Iteration 3F (107311.560000 sec): 3 clusters
  Score: Raw -378091.649671 + Penalty 2648.056817 = -375443.592854
  nChanged 174
		SP:Iteration 4F (107311.750000 sec): 3 clusters
  Score: Raw -378205.363601 + Penalty 2648.056817 = -375557.306783
  nChanged 124
		SP:Iteration 5Q (107311.930000 sec): 3 clusters
  Score: Raw -378289.849410 + Penalty 2648.056817 = -375641.792593
  nChanged 113
		SP:Iteration 6Q (107312.150000 sec): 3 clusters
  Score: Raw -378364.162291 + Penalty 2648.056817 = -375716.105473
  nChanged 109
		SP:Iteration 7Q (107312.310000 sec): 3 clusters
  Score: Raw -378436.945369 + Penalty 2648.056817 = -375788.888552
  nChanged 97
		SP:Iteration 8Q (107312.530000 sec): 3 clusters
  Score: Raw -378506.309265 + Penalty 2648.056817 = -375858.252448
  nChanged 94
		SP:Iteration 9Q (107312.670000 sec): 3 clusters
  Score: Raw -378563.983114 + Penalty 2648.056817 = -375915.926297
  nChanged 89
		SP:Iteration 10Q (107312.850000 sec): 3 clusters
  Score: Raw -378619.514829 + Penalty 2648.056817 = -375971.458012
  nChanged 75
		SP:Iteration 11Q (107313.050000 sec): 3 clusters
  Score: Raw -378661.679047 + Penalty 2648.056817 = -376013.622230
  nChanged 68
		SP:Iteration 12Q (107313.280000 sec): 3 clusters
  Score: Raw -378697.075140 + Penalty 2648.056817 = -376049.018322
  nChanged 56
		SP:Iteration 13Q (107313.480000 sec): 3 clusters
  Score: Raw -378726.909513 + Penalty 2648.056817 = -376078.852696
  nChanged 47
		SP:Iteration 14Q (107313.610000 sec): 3 clusters
  Score: Raw -378751.292741 + Penalty 2648.056817 = -376103.235924
  nChanged 38
		SP:Iteration 15Q (107313.800000 sec): 3 clusters
  Score: Raw -378770.103725 + Penalty 2648.056817 = -376122.046907
  nChanged 23
		SP:Iteration 16Q (107313.960000 sec): 3 clusters
  Score: Raw -378778.750103 + Penalty 2648.056817 = -376130.693286
  nChanged 26
		SP:Iteration 17Q (107314.160000 sec): 3 clusters
  Score: Raw -378790.693041 + Penalty 2648.056817 = -376142.636224
  nChanged 23
		SP:Iteration 18Q (107314.330000 sec): 3 clusters
  Score: Raw -378803.224240 + Penalty 2648.056817 = -376155.167422
  nChanged 16
		SP:Iteration 19Q (107314.470000 sec): 3 clusters
  Score: Raw -378812.530631 + Penalty 2648.056817 = -376164.473814
  nChanged 20
		SP:Iteration 20F (107314.650000 sec): 3 clusters
  Score: Raw -378824.931247 + Penalty 2648.056817 = -376176.874429
  nChanged 18
		SP:Iteration 21Q (107314.880000 sec): 3 clusters
  Score: Raw -378834.904332 + Penalty 2648.056817 = -376186.847515
  nChanged 17
		SP:Iteration 22Q (107315.080000 sec): 3 clusters
  Score: Raw -378843.197859 + Penalty 2648.056817 = -376195.141042
  nChanged 12
		SP:Iteration 23Q (107315.270000 sec): 3 clusters
  Score: Raw -378849.063277 + Penalty 2648.056817 = -376201.006460
  nChanged 9
		SP:Iteration 24Q (107315.440000 sec): 3 clusters
  Score: Raw -378852.409708 + Penalty 2648.056817 = -376204.352890
  nChanged 8
		SP:Iteration 25Q (107315.610000 sec): 3 clusters
  Score: Raw -378855.474514 + Penalty 2648.056817 = -376207.417696
  nChanged 9
		SP:Iteration 26Q (107315.770000 sec): 3 clusters
  Score: Raw -378858.787656 + Penalty 2648.056817 = -376210.730838
  nChanged 5
		SP:Iteration 27Q (107315.960000 sec): 3 clusters
  Score: Raw -378860.341896 + Penalty 2648.056817 = -376212.285079
  nChanged 1
		SP:Iteration 28Q (107316.130000 sec): 3 clusters
  Score: Raw -378860.661459 + Penalty 2648.056817 = -376212.604642
  nChanged 0
		SP:Iteration 29F (107316.290000 sec): 3 clusters
  Score: Raw -378860.661459 + Penalty 2648.056817 = -376212.604642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (7021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107316.400000 sec): 2 clusters
  Score: Raw -712406.126370 + Penalty 1439.207402 = -710966.918967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107316.630000 sec): 3 clusters
  Score: Raw -708571.365336 + Penalty 2878.414805 = -705692.950532
  nChanged 2965
		SP:Iteration 1F (107316.830000 sec): 3 clusters
  Score: Raw -710206.341028 + Penalty 2878.414805 = -707327.926223
  nChanged 538
		SP:Iteration 2F (107317.030000 sec): 3 clusters
  Score: Raw -710521.369731 + Penalty 2878.414805 = -707642.954926
  nChanged 464
		SP:Iteration 3F (107317.250000 sec): 3 clusters
  Score: Raw -710816.162321 + Penalty 2878.414805 = -707937.747516
  nChanged 437
		SP:Iteration 4F (107317.460000 sec): 3 clusters
  Score: Raw -711125.875814 + Penalty 2878.414805 = -708247.461010
  nChanged 443
		SP:Iteration 5F (107317.660000 sec): 3 clusters
  Score: Raw -711488.328293 + Penalty 2878.414805 = -708609.913489
  nChanged 429
		SP:Iteration 6F (107317.830000 sec): 3 clusters
  Score: Raw -711858.805630 + Penalty 2878.414805 = -708980.390825
  nChanged 327
		SP:Iteration 7Q (107317.970000 sec): 3 clusters
  Score: Raw -712131.687686 + Penalty 2878.414805 = -709253.272881
  nChanged 222
		SP:Iteration 8Q (107318.190000 sec): 3 clusters
  Score: Raw -712287.233721 + Penalty 2878.414805 = -709408.818917
  nChanged 159
		SP:Iteration 9Q (107318.390000 sec): 3 clusters
  Score: Raw -712410.205321 + Penalty 2878.414805 = -709531.790516
  nChanged 113
		SP:Iteration 10Q (107318.630000 sec): 3 clusters
  Score: Raw -712489.734611 + Penalty 2878.414805 = -709611.319807
  nChanged 86
		SP:Iteration 11Q (107318.830000 sec): 3 clusters
  Score: Raw -712556.537215 + Penalty 2878.414805 = -709678.122411
  nChanged 69
		SP:Iteration 12Q (107319.010000 sec): 3 clusters
  Score: Raw -712607.737717 + Penalty 2878.414805 = -709729.322912
  nChanged 44
		SP:Iteration 13Q (107319.170000 sec): 3 clusters
  Score: Raw -712634.491743 + Penalty 2878.414805 = -709756.076938
  nChanged 29
		SP:Iteration 14Q (107319.350000 sec): 3 clusters
  Score: Raw -712653.243311 + Penalty 2878.414805 = -709774.828506
  nChanged 25
		SP:Iteration 15Q (107319.610000 sec): 3 clusters
  Score: Raw -712668.528364 + Penalty 2878.414805 = -709790.113560
  nChanged 25
		SP:Iteration 16Q (107319.790000 sec): 3 clusters
  Score: Raw -712683.859118 + Penalty 2878.414805 = -709805.444314
  nChanged 27
		SP:Iteration 17Q (107320.040000 sec): 3 clusters
  Score: Raw -712696.900462 + Penalty 2878.414805 = -709818.485657
  nChanged 15
		SP:Iteration 18Q (107320.210000 sec): 3 clusters
  Score: Raw -712707.048794 + Penalty 2878.414805 = -709828.633990
  nChanged 19
		SP:Iteration 19Q (107320.400000 sec): 3 clusters
  Score: Raw -712715.960127 + Penalty 2878.414805 = -709837.545323
  nChanged 13
		SP:Iteration 20F (107320.610000 sec): 3 clusters
  Score: Raw -712720.566369 + Penalty 2878.414805 = -709842.151564
  nChanged 6
		SP:Iteration 21Q (107320.790000 sec): 3 clusters
  Score: Raw -712722.465363 + Penalty 2878.414805 = -709844.050559
  nChanged 5
		SP:Iteration 22Q (107321.010000 sec): 3 clusters
  Score: Raw -712725.285867 + Penalty 2878.414805 = -709846.871063
  nChanged 5
		SP:Iteration 23Q (107321.170000 sec): 3 clusters
  Score: Raw -712727.310225 + Penalty 2878.414805 = -709848.895420
  nChanged 5
		SP:Iteration 24Q (107321.330000 sec): 3 clusters
  Score: Raw -712729.827474 + Penalty 2878.414805 = -709851.412670
  nChanged 4
		SP:Iteration 25Q (107321.560000 sec): 3 clusters
  Score: Raw -712731.458882 + Penalty 2878.414805 = -709853.044078
  nChanged 4
		SP:Iteration 26Q (107321.750000 sec): 3 clusters
  Score: Raw -712732.787022 + Penalty 2878.414805 = -709854.372217
  nChanged 1
		SP:Iteration 27Q (107321.950000 sec): 3 clusters
  Score: Raw -712733.362172 + Penalty 2878.414805 = -709854.947367
  nChanged 1
		SP:Iteration 28Q (107322.150000 sec): 3 clusters
  Score: Raw -712733.507140 + Penalty 2878.414805 = -709855.092336
  nChanged 0
		SP:Iteration 29F (107322.340000 sec): 3 clusters
  Score: Raw -712733.507140 + Penalty 2878.414805 = -709855.092336
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107322.510000 sec): 2 clusters
  Score: Raw -835856.902142 + Penalty 1463.537809 = -834393.364334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107322.660000 sec): 3 clusters
  Score: Raw -831373.296475 + Penalty 2927.075617 = -828446.220857
  nChanged 3474
		SP:Iteration 1F (107322.850000 sec): 3 clusters
  Score: Raw -833292.107606 + Penalty 2927.075617 = -830365.031988
  nChanged 513
		SP:Iteration 2F (107323.040000 sec): 3 clusters
  Score: Raw -833578.504773 + Penalty 2927.075617 = -830651.429156
  nChanged 481
		SP:Iteration 3F (107323.230000 sec): 3 clusters
  Score: Raw -833852.467102 + Penalty 2927.075617 = -830925.391485
  nChanged 417
		SP:Iteration 4F (107323.490000 sec): 3 clusters
  Score: Raw -834093.335445 + Penalty 2927.075617 = -831166.259828
  nChanged 359
		SP:Iteration 5Q (107323.660000 sec): 3 clusters
  Score: Raw -834287.752727 + Penalty 2927.075617 = -831360.677110
  nChanged 357
		SP:Iteration 6Q (107323.860000 sec): 3 clusters
  Score: Raw -834506.426955 + Penalty 2927.075617 = -831579.351338
  nChanged 360
		SP:Iteration 7Q (107324.070000 sec): 3 clusters
  Score: Raw -834713.773721 + Penalty 2927.075617 = -831786.698103
  nChanged 366
		SP:Iteration 8Q (107324.250000 sec): 3 clusters
  Score: Raw -834901.494726 + Penalty 2927.075617 = -831974.419108
  nChanged 317
		SP:Iteration 9Q (107324.430000 sec): 3 clusters
  Score: Raw -835047.122561 + Penalty 2927.075617 = -832120.046943
  nChanged 276
		SP:Iteration 10Q (107324.600000 sec): 3 clusters
  Score: Raw -835168.096354 + Penalty 2927.075617 = -832241.020737
  nChanged 222
		SP:Iteration 11Q (107324.790000 sec): 3 clusters
  Score: Raw -835265.154020 + Penalty 2927.075617 = -832338.078403
  nChanged 217
		SP:Iteration 12Q (107324.980000 sec): 3 clusters
  Score: Raw -835340.007939 + Penalty 2927.075617 = -832412.932321
  nChanged 153
		SP:Iteration 13Q (107325.180000 sec): 3 clusters
  Score: Raw -835386.225944 + Penalty 2927.075617 = -832459.150327
  nChanged 140
		SP:Iteration 14Q (107325.390000 sec): 3 clusters
  Score: Raw -835433.779161 + Penalty 2927.075617 = -832506.703544
  nChanged 142
		SP:Iteration 15Q (107325.530000 sec): 3 clusters
  Score: Raw -835484.419780 + Penalty 2927.075617 = -832557.344163
  nChanged 120
		SP:Iteration 16Q (107325.690000 sec): 3 clusters
  Score: Raw -835522.926077 + Penalty 2927.075617 = -832595.850459
  nChanged 98
		SP:Iteration 17Q (107325.860000 sec): 3 clusters
  Score: Raw -835551.001684 + Penalty 2927.075617 = -832623.926067
  nChanged 92
		SP:Iteration 18Q (107326.130000 sec): 3 clusters
  Score: Raw -835582.922824 + Penalty 2927.075617 = -832655.847206
  nChanged 90
		SP:Iteration 19Q (107326.310000 sec): 3 clusters
  Score: Raw -835609.375809 + Penalty 2927.075617 = -832682.300192
  nChanged 75
		SP:Iteration 20F (107326.540000 sec): 3 clusters
  Score: Raw -835631.356471 + Penalty 2927.075617 = -832704.280854
  nChanged 65
		SP:Iteration 21Q (107326.760000 sec): 3 clusters
  Score: Raw -835648.685712 + Penalty 2927.075617 = -832721.610094
  nChanged 63
		SP:Iteration 22Q (107327.030000 sec): 3 clusters
  Score: Raw -835667.794006 + Penalty 2927.075617 = -832740.718388
  nChanged 73
		SP:Iteration 23Q (107327.210000 sec): 3 clusters
  Score: Raw -835692.262660 + Penalty 2927.075617 = -832765.187042
  nChanged 73
		SP:Iteration 24Q (107327.440000 sec): 3 clusters
  Score: Raw -835715.650598 + Penalty 2927.075617 = -832788.574981
  nChanged 80
		SP:Iteration 25Q (107327.630000 sec): 3 clusters
  Score: Raw -835741.531305 + Penalty 2927.075617 = -832814.455687
  nChanged 73
		SP:Iteration 26Q (107327.820000 sec): 3 clusters
  Score: Raw -835766.531552 + Penalty 2927.075617 = -832839.455935
  nChanged 82
		SP:Iteration 27Q (107328.060000 sec): 3 clusters
  Score: Raw -835797.687982 + Penalty 2927.075617 = -832870.612365
  nChanged 78
		SP:Iteration 28Q (107328.240000 sec): 3 clusters
  Score: Raw -835824.201047 + Penalty 2927.075617 = -832897.125430
  nChanged 74
		SP:Iteration 29Q (107328.430000 sec): 3 clusters
  Score: Raw -835848.460113 + Penalty 2927.075617 = -832921.384496
  nChanged 70
		SP:Iteration 30Q (107328.630000 sec): 3 clusters
  Score: Raw -835875.081995 + Penalty 2927.075617 = -832948.006378
  nChanged 76
		SP:Iteration 31Q (107328.840000 sec): 3 clusters
  Score: Raw -835903.805382 + Penalty 2927.075617 = -832976.729765
  nChanged 80
		SP:Iteration 32Q (107329.040000 sec): 3 clusters
  Score: Raw -835939.177337 + Penalty 2927.075617 = -833012.101720
  nChanged 78
		SP:Iteration 33Q (107329.230000 sec): 3 clusters
  Score: Raw -835973.295567 + Penalty 2927.075617 = -833046.219950
  nChanged 69
		SP:Iteration 34Q (107329.420000 sec): 3 clusters
  Score: Raw -836008.397749 + Penalty 2927.075617 = -833081.322132
  nChanged 78
		SP:Iteration 35Q (107329.620000 sec): 3 clusters
  Score: Raw -836044.531327 + Penalty 2927.075617 = -833117.455709
  nChanged 78
		SP:Iteration 36Q (107329.830000 sec): 3 clusters
  Score: Raw -836078.561164 + Penalty 2927.075617 = -833151.485546
  nChanged 71
		SP:Iteration 37Q (107330.000000 sec): 3 clusters
  Score: Raw -836111.615208 + Penalty 2927.075617 = -833184.539590
  nChanged 66
		SP:Iteration 38Q (107330.260000 sec): 3 clusters
  Score: Raw -836139.845081 + Penalty 2927.075617 = -833212.769463
  nChanged 56
		SP:Iteration 39Q (107330.480000 sec): 3 clusters
  Score: Raw -836162.015965 + Penalty 2927.075617 = -833234.940347
  nChanged 41
		SP:Iteration 40F (107330.690000 sec): 3 clusters
  Score: Raw -836177.413449 + Penalty 2927.075617 = -833250.337832
  nChanged 44
		SP:Iteration 41Q (107330.900000 sec): 3 clusters
  Score: Raw -836193.215465 + Penalty 2927.075617 = -833266.139847
  nChanged 37
		SP:Iteration 42Q (107331.130000 sec): 3 clusters
  Score: Raw -836210.220881 + Penalty 2927.075617 = -833283.145264
  nChanged 36
		SP:Iteration 43Q (107331.320000 sec): 3 clusters
  Score: Raw -836222.410423 + Penalty 2927.075617 = -833295.334806
  nChanged 28
		SP:Iteration 44Q (107331.510000 sec): 3 clusters
  Score: Raw -836234.395681 + Penalty 2927.075617 = -833307.320064
  nChanged 29
		SP:Iteration 45Q (107331.700000 sec): 3 clusters
  Score: Raw -836245.905123 + Penalty 2927.075617 = -833318.829506
  nChanged 25
		SP:Iteration 46Q (107331.940000 sec): 3 clusters
  Score: Raw -836255.427653 + Penalty 2927.075617 = -833328.352036
  nChanged 28
		SP:Iteration 47Q (107332.130000 sec): 3 clusters
  Score: Raw -836266.194144 + Penalty 2927.075617 = -833339.118527
  nChanged 23
		SP:Iteration 48Q (107332.340000 sec): 3 clusters
  Score: Raw -836277.155114 + Penalty 2927.075617 = -833350.079496
  nChanged 23
		SP:Iteration 49Q (107332.520000 sec): 3 clusters
  Score: Raw -836284.238781 + Penalty 2927.075617 = -833357.163164
  nChanged 12
		SP:Iteration 50Q (107332.750000 sec): 3 clusters
  Score: Raw -836288.586741 + Penalty 2927.075617 = -833361.511124
  nChanged 9
		SP:Iteration 51Q (107332.950000 sec): 3 clusters
  Score: Raw -836291.674718 + Penalty 2927.075617 = -833364.599100
  nChanged 11
		SP:Iteration 52Q (107333.220000 sec): 3 clusters
  Score: Raw -836296.279034 + Penalty 2927.075617 = -833369.203417
  nChanged 7
		SP:Iteration 53Q (107333.420000 sec): 3 clusters
  Score: Raw -836298.295533 + Penalty 2927.075617 = -833371.219916
  nChanged 8
		SP:Iteration 54Q (107333.550000 sec): 3 clusters
  Score: Raw -836301.816661 + Penalty 2927.075617 = -833374.741043
  nChanged 6
		SP:Iteration 55Q (107333.780000 sec): 3 clusters
  Score: Raw -836304.156661 + Penalty 2927.075617 = -833377.081043
  nChanged 10
		SP:Iteration 56Q (107333.920000 sec): 3 clusters
  Score: Raw -836306.836422 + Penalty 2927.075617 = -833379.760805
  nChanged 4
		SP:Iteration 57Q (107334.130000 sec): 3 clusters
  Score: Raw -836307.868164 + Penalty 2927.075617 = -833380.792547
  nChanged 5
		SP:Iteration 58Q (107334.350000 sec): 3 clusters
  Score: Raw -836309.636876 + Penalty 2927.075617 = -833382.561258
  nChanged 3
		SP:Iteration 59Q (107334.540000 sec): 3 clusters
  Score: Raw -836310.177207 + Penalty 2927.075617 = -833383.101589
  nChanged 1
		SP:Iteration 60F (107334.780000 sec): 3 clusters
  Score: Raw -836310.329918 + Penalty 2927.075617 = -833383.254300
  nChanged 2
		SP:Iteration 61Q (107334.920000 sec): 3 clusters
  Score: Raw -836310.625557 + Penalty 2927.075617 = -833383.549940
  nChanged 0
		SP:Iteration 62F (107335.120000 sec): 3 clusters
  Score: Raw -836310.625557 + Penalty 2927.075617 = -833383.549940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107335.250000 sec): 2 clusters
  Score: Raw -856142.479704 + Penalty 1451.377195 = -854691.102510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107335.440000 sec): 3 clusters
  Score: Raw -851934.829444 + Penalty 2902.754389 = -849032.075055
  nChanged 3216
		SP:Iteration 1F (107335.630000 sec): 3 clusters
  Score: Raw -853653.103750 + Penalty 2902.754389 = -850750.349361
  nChanged 519
		SP:Iteration 2F (107335.810000 sec): 3 clusters
  Score: Raw -853942.572852 + Penalty 2902.754389 = -851039.818463
  nChanged 514
		SP:Iteration 3F (107336.040000 sec): 3 clusters
  Score: Raw -854265.418981 + Penalty 2902.754389 = -851362.664592
  nChanged 497
		SP:Iteration 4F (107336.250000 sec): 3 clusters
  Score: Raw -854602.180834 + Penalty 2902.754389 = -851699.426444
  nChanged 481
		SP:Iteration 5F (107336.450000 sec): 3 clusters
  Score: Raw -854929.042323 + Penalty 2902.754389 = -852026.287934
  nChanged 423
		SP:Iteration 6F (107336.630000 sec): 3 clusters
  Score: Raw -855192.240703 + Penalty 2902.754389 = -852289.486314
  nChanged 347
		SP:Iteration 7Q (107336.810000 sec): 3 clusters
  Score: Raw -855388.609652 + Penalty 2902.754389 = -852485.855263
  nChanged 281
		SP:Iteration 8Q (107337.020000 sec): 3 clusters
  Score: Raw -855530.924313 + Penalty 2902.754389 = -852628.169924
  nChanged 197
		SP:Iteration 9Q (107337.230000 sec): 3 clusters
  Score: Raw -855618.335297 + Penalty 2902.754389 = -852715.580908
  nChanged 161
		SP:Iteration 10Q (107337.470000 sec): 3 clusters
  Score: Raw -855679.696337 + Penalty 2902.754389 = -852776.941948
  nChanged 128
		SP:Iteration 11Q (107337.660000 sec): 3 clusters
  Score: Raw -855721.013449 + Penalty 2902.754389 = -852818.259060
  nChanged 99
		SP:Iteration 12Q (107337.860000 sec): 3 clusters
  Score: Raw -855756.991273 + Penalty 2902.754389 = -852854.236883
  nChanged 82
		SP:Iteration 13Q (107338.050000 sec): 3 clusters
  Score: Raw -855782.899021 + Penalty 2902.754389 = -852880.144632
  nChanged 76
		SP:Iteration 14Q (107338.260000 sec): 3 clusters
  Score: Raw -855804.132279 + Penalty 2902.754389 = -852901.377890
  nChanged 60
		SP:Iteration 15Q (107338.450000 sec): 3 clusters
  Score: Raw -855818.758025 + Penalty 2902.754389 = -852916.003636
  nChanged 38
		SP:Iteration 16Q (107338.680000 sec): 3 clusters
  Score: Raw -855826.471402 + Penalty 2902.754389 = -852923.717013
  nChanged 22
		SP:Iteration 17Q (107338.850000 sec): 3 clusters
  Score: Raw -855831.133094 + Penalty 2902.754389 = -852928.378704
  nChanged 19
		SP:Iteration 18Q (107339.070000 sec): 3 clusters
  Score: Raw -855835.773051 + Penalty 2902.754389 = -852933.018662
  nChanged 19
		SP:Iteration 19Q (107339.250000 sec): 3 clusters
  Score: Raw -855840.215868 + Penalty 2902.754389 = -852937.461479
  nChanged 16
		SP:Iteration 20F (107339.450000 sec): 3 clusters
  Score: Raw -855843.224623 + Penalty 2902.754389 = -852940.470234
  nChanged 16
		SP:Iteration 21Q (107339.630000 sec): 3 clusters
  Score: Raw -855845.510829 + Penalty 2902.754389 = -852942.756440
  nChanged 15
		SP:Iteration 22Q (107339.830000 sec): 3 clusters
  Score: Raw -855847.663593 + Penalty 2902.754389 = -852944.909204
  nChanged 8
		SP:Iteration 23Q (107339.990000 sec): 3 clusters
  Score: Raw -855848.984687 + Penalty 2902.754389 = -852946.230298
  nChanged 7
		SP:Iteration 24Q (107340.200000 sec): 3 clusters
  Score: Raw -855850.358830 + Penalty 2902.754389 = -852947.604441
  nChanged 6
		SP:Iteration 25Q (107340.410000 sec): 3 clusters
  Score: Raw -855851.495849 + Penalty 2902.754389 = -852948.741460
  nChanged 8
		SP:Iteration 26Q (107340.640000 sec): 3 clusters
  Score: Raw -855853.180869 + Penalty 2902.754389 = -852950.426480
  nChanged 7
		SP:Iteration 27Q (107340.840000 sec): 3 clusters
  Score: Raw -855854.435625 + Penalty 2902.754389 = -852951.681236
  nChanged 7
		SP:Iteration 28Q (107341.070000 sec): 3 clusters
  Score: Raw -855855.143172 + Penalty 2902.754389 = -852952.388783
  nChanged 4
		SP:Iteration 29Q (107341.260000 sec): 3 clusters
  Score: Raw -855855.726894 + Penalty 2902.754389 = -852952.972505
  nChanged 9
		SP:Iteration 30Q (107341.480000 sec): 3 clusters
  Score: Raw -855857.149003 + Penalty 2902.754389 = -852954.394614
  nChanged 10
		SP:Iteration 31Q (107341.620000 sec): 3 clusters
  Score: Raw -855858.758356 + Penalty 2902.754389 = -852956.003967
  nChanged 8
		SP:Iteration 32Q (107341.800000 sec): 3 clusters
  Score: Raw -855859.799111 + Penalty 2902.754389 = -852957.044722
  nChanged 7
		SP:Iteration 33Q (107341.970000 sec): 3 clusters
  Score: Raw -855860.767663 + Penalty 2902.754389 = -852958.013274
  nChanged 4
		SP:Iteration 34Q (107342.190000 sec): 3 clusters
  Score: Raw -855861.640557 + Penalty 2902.754389 = -852958.886168
  nChanged 6
		SP:Iteration 35Q (107342.410000 sec): 3 clusters
  Score: Raw -855863.002151 + Penalty 2902.754389 = -852960.247762
  nChanged 8
		SP:Iteration 36Q (107342.630000 sec): 3 clusters
  Score: Raw -855864.639731 + Penalty 2902.754389 = -852961.885341
  nChanged 9
		SP:Iteration 37Q (107342.830000 sec): 3 clusters
  Score: Raw -855866.825542 + Penalty 2902.754389 = -852964.071153
  nChanged 8
		SP:Iteration 38Q (107343.040000 sec): 3 clusters
  Score: Raw -855867.967251 + Penalty 2902.754389 = -852965.212861
  nChanged 3
		SP:Iteration 39Q (107343.210000 sec): 3 clusters
  Score: Raw -855868.659524 + Penalty 2902.754389 = -852965.905134
  nChanged 7
		SP:Iteration 40F (107343.440000 sec): 3 clusters
  Score: Raw -855870.342410 + Penalty 2902.754389 = -852967.588021
  nChanged 7
		SP:Iteration 41Q (107343.630000 sec): 3 clusters
  Score: Raw -855871.984254 + Penalty 2902.754389 = -852969.229865
  nChanged 10
		SP:Iteration 42Q (107343.800000 sec): 3 clusters
  Score: Raw -855874.428610 + Penalty 2902.754389 = -852971.674221
  nChanged 14
		SP:Iteration 43Q (107344.040000 sec): 3 clusters
  Score: Raw -855877.421052 + Penalty 2902.754389 = -852974.666663
  nChanged 11
		SP:Iteration 44Q (107344.240000 sec): 3 clusters
  Score: Raw -855879.674573 + Penalty 2902.754389 = -852976.920184
  nChanged 11
		SP:Iteration 45Q (107344.430000 sec): 3 clusters
  Score: Raw -855881.760058 + Penalty 2902.754389 = -852979.005669
  nChanged 7
		SP:Iteration 46Q (107344.630000 sec): 3 clusters
  Score: Raw -855883.240635 + Penalty 2902.754389 = -852980.486246
  nChanged 6
		SP:Iteration 47Q (107344.850000 sec): 3 clusters
  Score: Raw -855884.155600 + Penalty 2902.754389 = -852981.401210
  nChanged 6
		SP:Iteration 48Q (107345.020000 sec): 3 clusters
  Score: Raw -855885.222034 + Penalty 2902.754389 = -852982.467645
  nChanged 6
		SP:Iteration 49Q (107345.190000 sec): 3 clusters
  Score: Raw -855886.503277 + Penalty 2902.754389 = -852983.748888
  nChanged 11
		SP:Iteration 50Q (107345.420000 sec): 3 clusters
  Score: Raw -855889.282815 + Penalty 2902.754389 = -852986.528426
  nChanged 7
		SP:Iteration 51Q (107345.640000 sec): 3 clusters
  Score: Raw -855890.351611 + Penalty 2902.754389 = -852987.597222
  nChanged 7
		SP:Iteration 52Q (107345.790000 sec): 3 clusters
  Score: Raw -855891.439444 + Penalty 2902.754389 = -852988.685055
  nChanged 5
		SP:Iteration 53Q (107345.990000 sec): 3 clusters
  Score: Raw -855892.043453 + Penalty 2902.754389 = -852989.289064
  nChanged 4
		SP:Iteration 54Q (107346.200000 sec): 3 clusters
  Score: Raw -855892.632929 + Penalty 2902.754389 = -852989.878540
  nChanged 3
		SP:Iteration 55Q (107346.360000 sec): 3 clusters
  Score: Raw -855893.073618 + Penalty 2902.754389 = -852990.319229
  nChanged 4
		SP:Iteration 56Q (107346.550000 sec): 3 clusters
  Score: Raw -855893.796157 + Penalty 2902.754389 = -852991.041768
  nChanged 8
		SP:Iteration 57Q (107346.750000 sec): 3 clusters
  Score: Raw -855894.971547 + Penalty 2902.754389 = -852992.217157
  nChanged 3
		SP:Iteration 58Q (107347.000000 sec): 3 clusters
  Score: Raw -855895.279610 + Penalty 2902.754389 = -852992.525221
  nChanged 4
		SP:Iteration 59Q (107347.200000 sec): 3 clusters
  Score: Raw -855895.947250 + Penalty 2902.754389 = -852993.192860
  nChanged 5
		SP:Iteration 60F (107347.400000 sec): 3 clusters
  Score: Raw -855896.577083 + Penalty 2902.754389 = -852993.822693
  nChanged 8
		SP:Iteration 61Q (107347.620000 sec): 3 clusters
  Score: Raw -855898.755780 + Penalty 2902.754389 = -852996.001391
  nChanged 7
		SP:Iteration 62Q (107347.820000 sec): 3 clusters
  Score: Raw -855900.045775 + Penalty 2902.754389 = -852997.291386
  nChanged 7
		SP:Iteration 63Q (107348.010000 sec): 3 clusters
  Score: Raw -855901.558561 + Penalty 2902.754389 = -852998.804172
  nChanged 8
		SP:Iteration 64Q (107348.200000 sec): 3 clusters
  Score: Raw -855903.041152 + Penalty 2902.754389 = -853000.286763
  nChanged 10
		SP:Iteration 65Q (107348.380000 sec): 3 clusters
  Score: Raw -855904.679529 + Penalty 2902.754389 = -853001.925139
  nChanged 7
		SP:Iteration 66Q (107348.550000 sec): 3 clusters
  Score: Raw -855906.094333 + Penalty 2902.754389 = -853003.339943
  nChanged 4
		SP:Iteration 67Q (107348.740000 sec): 3 clusters
  Score: Raw -855906.880414 + Penalty 2902.754389 = -853004.126025
  nChanged 3
		SP:Iteration 68Q (107348.930000 sec): 3 clusters
  Score: Raw -855907.378459 + Penalty 2902.754389 = -853004.624070
  nChanged 3
		SP:Iteration 69Q (107349.110000 sec): 3 clusters
  Score: Raw -855907.694114 + Penalty 2902.754389 = -853004.939725
  nChanged 5
		SP:Iteration 70Q (107349.290000 sec): 3 clusters
  Score: Raw -855908.610877 + Penalty 2902.754389 = -853005.856488
  nChanged 2
		SP:Iteration 71Q (107349.480000 sec): 3 clusters
  Score: Raw -855908.934595 + Penalty 2902.754389 = -853006.180206
  nChanged 4
		SP:Iteration 72Q (107349.710000 sec): 3 clusters
  Score: Raw -855909.570122 + Penalty 2902.754389 = -853006.815733
  nChanged 4
		SP:Iteration 73Q (107349.890000 sec): 3 clusters
  Score: Raw -855910.251938 + Penalty 2902.754389 = -853007.497549
  nChanged 1
		SP:Iteration 74Q (107350.130000 sec): 3 clusters
  Score: Raw -855910.320519 + Penalty 2902.754389 = -853007.566130
  nChanged 0
		SP:Iteration 75F (107350.360000 sec): 3 clusters
  Score: Raw -855910.320519 + Penalty 2902.754389 = -853007.566130
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107350.440000 sec): 2 clusters
  Score: Raw -17527.764495 + Penalty 855.187156 = -16672.577339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107350.620000 sec): 3 clusters
  Score: Raw -17715.014938 + Penalty 1710.374311 = -16004.640626
  nChanged 28
		SP:Iteration 1F (107350.800000 sec): 3 clusters
  Score: Raw -17799.062054 + Penalty 1710.374311 = -16088.687742
  nChanged 8
		SP:Iteration 2Q (107350.910000 sec): 3 clusters
  Score: Raw -17854.016010 + Penalty 1710.374311 = -16143.641699
  nChanged 5
		SP:Iteration 3Q (107351.030000 sec): 3 clusters
  Score: Raw -17884.642468 + Penalty 1710.374311 = -16174.268156
  nChanged 0
		SP:Iteration 4F (107351.150000 sec): 3 clusters
  Score: Raw -17884.642468 + Penalty 1710.374311 = -16174.268156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (5959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107351.300000 sec): 2 clusters
  Score: Raw -628800.660241 + Penalty 1412.556919 = -627388.103323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107351.450000 sec): 3 clusters
  Score: Raw -625652.017453 + Penalty 2825.113837 = -622826.903616
  nChanged 2482
		SP:Iteration 1F (107351.620000 sec): 3 clusters
  Score: Raw -626978.414843 + Penalty 2825.113837 = -624153.301006
  nChanged 440
		SP:Iteration 2F (107351.810000 sec): 3 clusters
  Score: Raw -627206.715304 + Penalty 2825.113837 = -624381.601467
  nChanged 311
		SP:Iteration 3F (107351.940000 sec): 3 clusters
  Score: Raw -627388.137060 + Penalty 2825.113837 = -624563.023223
  nChanged 327
		SP:Iteration 4F (107352.180000 sec): 3 clusters
  Score: Raw -627617.557856 + Penalty 2825.113837 = -624792.444019
  nChanged 310
		SP:Iteration 5F (107352.380000 sec): 3 clusters
  Score: Raw -627854.382122 + Penalty 2825.113837 = -625029.268285
  nChanged 289
		SP:Iteration 6Q (107352.580000 sec): 3 clusters
  Score: Raw -628092.685432 + Penalty 2825.113837 = -625267.571595
  nChanged 276
		SP:Iteration 7Q (107352.740000 sec): 3 clusters
  Score: Raw -628312.505286 + Penalty 2825.113837 = -625487.391448
  nChanged 277
		SP:Iteration 8Q (107352.910000 sec): 3 clusters
  Score: Raw -628506.144537 + Penalty 2825.113837 = -625681.030700
  nChanged 239
		SP:Iteration 9Q (107353.140000 sec): 3 clusters
  Score: Raw -628683.059932 + Penalty 2825.113837 = -625857.946095
  nChanged 224
		SP:Iteration 10Q (107353.350000 sec): 3 clusters
  Score: Raw -628801.926109 + Penalty 2825.113837 = -625976.812271
  nChanged 155
		SP:Iteration 11Q (107353.540000 sec): 3 clusters
  Score: Raw -628877.585028 + Penalty 2825.113837 = -626052.471191
  nChanged 136
		SP:Iteration 12Q (107353.720000 sec): 3 clusters
  Score: Raw -628946.342538 + Penalty 2825.113837 = -626121.228701
  nChanged 128
		SP:Iteration 13Q (107353.920000 sec): 3 clusters
  Score: Raw -629004.669083 + Penalty 2825.113837 = -626179.555246
  nChanged 96
		SP:Iteration 14Q (107354.120000 sec): 3 clusters
  Score: Raw -629041.087349 + Penalty 2825.113837 = -626215.973511
  nChanged 85
		SP:Iteration 15Q (107354.330000 sec): 3 clusters
  Score: Raw -629077.055294 + Penalty 2825.113837 = -626251.941457
  nChanged 71
		SP:Iteration 16Q (107354.520000 sec): 3 clusters
  Score: Raw -629101.959700 + Penalty 2825.113837 = -626276.845863
  nChanged 58
		SP:Iteration 17Q (107354.760000 sec): 3 clusters
  Score: Raw -629123.721874 + Penalty 2825.113837 = -626298.608037
  nChanged 59
		SP:Iteration 18Q (107354.910000 sec): 3 clusters
  Score: Raw -629143.939648 + Penalty 2825.113837 = -626318.825811
  nChanged 46
		SP:Iteration 19Q (107355.140000 sec): 3 clusters
  Score: Raw -629159.826021 + Penalty 2825.113837 = -626334.712184
  nChanged 47
		SP:Iteration 20F (107355.290000 sec): 3 clusters
  Score: Raw -629176.583507 + Penalty 2825.113837 = -626351.469670
  nChanged 38
		SP:Iteration 21Q (107355.510000 sec): 3 clusters
  Score: Raw -629189.546448 + Penalty 2825.113837 = -626364.432611
  nChanged 36
		SP:Iteration 22Q (107355.710000 sec): 3 clusters
  Score: Raw -629199.387256 + Penalty 2825.113837 = -626374.273419
  nChanged 26
		SP:Iteration 23Q (107355.860000 sec): 3 clusters
  Score: Raw -629205.887140 + Penalty 2825.113837 = -626380.773303
  nChanged 12
		SP:Iteration 24Q (107356.020000 sec): 3 clusters
  Score: Raw -629208.891567 + Penalty 2825.113837 = -626383.777730
  nChanged 15
		SP:Iteration 25Q (107356.160000 sec): 3 clusters
  Score: Raw -629211.543758 + Penalty 2825.113837 = -626386.429921
  nChanged 9
		SP:Iteration 26Q (107356.330000 sec): 3 clusters
  Score: Raw -629213.469408 + Penalty 2825.113837 = -626388.355571
  nChanged 8
		SP:Iteration 27Q (107356.520000 sec): 3 clusters
  Score: Raw -629215.379203 + Penalty 2825.113837 = -626390.265366
  nChanged 8
		SP:Iteration 28Q (107356.660000 sec): 3 clusters
  Score: Raw -629217.226167 + Penalty 2825.113837 = -626392.112330
  nChanged 10
		SP:Iteration 29Q (107356.880000 sec): 3 clusters
  Score: Raw -629219.307663 + Penalty 2825.113837 = -626394.193825
  nChanged 5
		SP:Iteration 30Q (107357.050000 sec): 3 clusters
  Score: Raw -629220.445411 + Penalty 2825.113837 = -626395.331574
  nChanged 7
		SP:Iteration 31Q (107357.210000 sec): 3 clusters
  Score: Raw -629222.777767 + Penalty 2825.113837 = -626397.663930
  nChanged 6
		SP:Iteration 32Q (107357.420000 sec): 3 clusters
  Score: Raw -629224.068904 + Penalty 2825.113837 = -626398.955066
  nChanged 9
		SP:Iteration 33Q (107357.600000 sec): 3 clusters
  Score: Raw -629226.866243 + Penalty 2825.113837 = -626401.752406
  nChanged 13
		SP:Iteration 34Q (107357.790000 sec): 3 clusters
  Score: Raw -629230.681887 + Penalty 2825.113837 = -626405.568050
  nChanged 14
		SP:Iteration 35Q (107358.010000 sec): 3 clusters
  Score: Raw -629235.204337 + Penalty 2825.113837 = -626410.090500
  nChanged 12
		SP:Iteration 36Q (107358.180000 sec): 3 clusters
  Score: Raw -629238.113255 + Penalty 2825.113837 = -626412.999418
  nChanged 4
		SP:Iteration 37Q (107358.380000 sec): 3 clusters
  Score: Raw -629239.130639 + Penalty 2825.113837 = -626414.016802
  nChanged 2
		SP:Iteration 38Q (107358.610000 sec): 3 clusters
  Score: Raw -629239.472574 + Penalty 2825.113837 = -626414.358737
  nChanged 2
		SP:Iteration 39Q (107358.800000 sec): 3 clusters
  Score: Raw -629240.009679 + Penalty 2825.113837 = -626414.895842
  nChanged 3
		SP:Iteration 40F (107358.980000 sec): 3 clusters
  Score: Raw -629240.352972 + Penalty 2825.113837 = -626415.239135
  nChanged 2
		SP:Iteration 41Q (107359.160000 sec): 3 clusters
  Score: Raw -629240.617399 + Penalty 2825.113837 = -626415.503562
  nChanged 1
		SP:Iteration 42Q (107359.310000 sec): 3 clusters
  Score: Raw -629240.705176 + Penalty 2825.113837 = -626415.591339
  nChanged 0
		SP:Iteration 43F (107359.490000 sec): 3 clusters
  Score: Raw -629240.705176 + Penalty 2825.113837 = -626415.591339
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (42681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107359.830000 sec): 2 clusters
  Score: Raw -5053520.653935 + Penalty 1732.495234 = -5051788.158701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107360.230000 sec): 3 clusters
  Score: Raw -5026582.811116 + Penalty 3464.990469 = -5023117.820647
  nChanged 19939
		SP:Iteration 1F (107360.610000 sec): 3 clusters
  Score: Raw -5037610.388848 + Penalty 3464.990469 = -5034145.398379
  nChanged 1436
		SP:Iteration 2Q (107360.980000 sec): 3 clusters
  Score: Raw -5037921.716579 + Penalty 3464.990469 = -5034456.726110
  nChanged 1301
		SP:Iteration 3Q (107361.320000 sec): 3 clusters
  Score: Raw -5038184.592286 + Penalty 3464.990469 = -5034719.601817
  nChanged 1161
		SP:Iteration 4Q (107361.680000 sec): 3 clusters
  Score: Raw -5038420.333354 + Penalty 3464.990469 = -5034955.342885
  nChanged 1137
		SP:Iteration 5Q (107362.040000 sec): 3 clusters
  Score: Raw -5038679.237874 + Penalty 3464.990469 = -5035214.247405
  nChanged 1181
		SP:Iteration 6Q (107362.390000 sec): 3 clusters
  Score: Raw -5038978.119719 + Penalty 3464.990469 = -5035513.129250
  nChanged 1365
		SP:Iteration 7Q (107362.750000 sec): 3 clusters
  Score: Raw -5039404.232990 + Penalty 3464.990469 = -5035939.242521
  nChanged 1656
		SP:Iteration 8Q (107363.140000 sec): 3 clusters
  Score: Raw -5040076.349342 + Penalty 3464.990469 = -5036611.358873
  nChanged 2106
		SP:Iteration 9Q (107363.530000 sec): 3 clusters
  Score: Raw -5041196.292579 + Penalty 3464.990469 = -5037731.302110
  nChanged 2631
		SP:Iteration 10F (107363.890000 sec): 3 clusters
  Score: Raw -5042990.331692 + Penalty 3464.990469 = -5039525.341223
  nChanged 3007
		SP:Iteration 11F (107364.260000 sec): 3 clusters
  Score: Raw -5045478.797187 + Penalty 3464.990469 = -5042013.806718
  nChanged 2929
		SP:Iteration 12F (107364.620000 sec): 3 clusters
  Score: Raw -5048111.958107 + Penalty 3464.990469 = -5044646.967638
  nChanged 2361
		SP:Iteration 13F (107365.000000 sec): 3 clusters
  Score: Raw -5050284.096150 + Penalty 3464.990469 = -5046819.105681
  nChanged 1590
		SP:Iteration 14Q (107365.340000 sec): 3 clusters
  Score: Raw -5051748.062890 + Penalty 3464.990469 = -5048283.072421
  nChanged 988
		SP:Iteration 15Q (107365.690000 sec): 3 clusters
  Score: Raw -5052629.516094 + Penalty 3464.990469 = -5049164.525625
  nChanged 572
		SP:Iteration 16Q (107366.050000 sec): 3 clusters
  Score: Raw -5053130.310355 + Penalty 3464.990469 = -5049665.319886
  nChanged 288
		SP:Iteration 17Q (107366.420000 sec): 3 clusters
  Score: Raw -5053381.426962 + Penalty 3464.990469 = -5049916.436493
  nChanged 135
		SP:Iteration 18Q (107366.840000 sec): 3 clusters
  Score: Raw -5053506.160073 + Penalty 3464.990469 = -5050041.169604
  nChanged 80
		SP:Iteration 19Q (107367.190000 sec): 3 clusters
  Score: Raw -5053588.306412 + Penalty 3464.990469 = -5050123.315943
  nChanged 56
		SP:Iteration 20F (107367.610000 sec): 3 clusters
  Score: Raw -5053653.617192 + Penalty 3464.990469 = -5050188.626723
  nChanged 31
		SP:Iteration 21Q (107367.980000 sec): 3 clusters
  Score: Raw -5053685.213689 + Penalty 3464.990469 = -5050220.223220
  nChanged 18
		SP:Iteration 22Q (107368.360000 sec): 3 clusters
  Score: Raw -5053702.336377 + Penalty 3464.990469 = -5050237.345908
  nChanged 12
		SP:Iteration 23Q (107368.740000 sec): 3 clusters
  Score: Raw -5053717.370576 + Penalty 3464.990469 = -5050252.380107
  nChanged 7
		SP:Iteration 24Q (107369.130000 sec): 3 clusters
  Score: Raw -5053725.787763 + Penalty 3464.990469 = -5050260.797294
  nChanged 5
		SP:Iteration 25Q (107369.520000 sec): 3 clusters
  Score: Raw -5053733.362372 + Penalty 3464.990469 = -5050268.371903
  nChanged 4
		SP:Iteration 26Q (107369.910000 sec): 3 clusters
  Score: Raw -5053738.653802 + Penalty 3464.990469 = -5050273.663333
  nChanged 4
		SP:Iteration 27Q (107370.250000 sec): 3 clusters
  Score: Raw -5053742.616486 + Penalty 3464.990469 = -5050277.626017
  nChanged 4
		SP:Iteration 28Q (107370.650000 sec): 3 clusters
  Score: Raw -5053746.926439 + Penalty 3464.990469 = -5050281.935970
  nChanged 1
		SP:Iteration 29Q (107371.080000 sec): 3 clusters
  Score: Raw -5053748.571370 + Penalty 3464.990469 = -5050283.580901
  nChanged 2
		SP:Iteration 30Q (107371.420000 sec): 3 clusters
  Score: Raw -5053751.553463 + Penalty 3464.990469 = -5050286.562994
  nChanged 2
		SP:Iteration 31Q (107371.760000 sec): 3 clusters
  Score: Raw -5053753.647007 + Penalty 3464.990469 = -5050288.656538
  nChanged 3
		SP:Iteration 32Q (107372.130000 sec): 3 clusters
  Score: Raw -5053756.434310 + Penalty 3464.990469 = -5050291.443841
  nChanged 1
		SP:Iteration 33Q (107372.500000 sec): 3 clusters
  Score: Raw -5053757.797936 + Penalty 3464.990469 = -5050292.807467
  nChanged 1
		SP:Iteration 34Q (107372.850000 sec): 3 clusters
  Score: Raw -5053759.004364 + Penalty 3464.990469 = -5050294.013895
  nChanged 2
		SP:Iteration 35Q (107373.210000 sec): 3 clusters
  Score: Raw -5053761.236726 + Penalty 3464.990469 = -5050296.246257
  nChanged 4
		SP:Iteration 36Q (107373.600000 sec): 3 clusters
  Score: Raw -5053765.919507 + Penalty 3464.990469 = -5050300.929038
  nChanged 1
		SP:Iteration 37Q (107373.970000 sec): 3 clusters
  Score: Raw -5053766.411972 + Penalty 3464.990469 = -5050301.421503
  nChanged 1
		SP:Iteration 38Q (107374.380000 sec): 3 clusters
  Score: Raw -5053767.072515 + Penalty 3464.990469 = -5050302.082046
  nChanged 1
		SP:Iteration 39Q (107374.710000 sec): 3 clusters
  Score: Raw -5053767.757352 + Penalty 3464.990469 = -5050302.766883
  nChanged 1
		SP:Iteration 40F (107375.140000 sec): 3 clusters
  Score: Raw -5053768.043485 + Penalty 3464.990469 = -5050303.053016
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (1212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107375.290000 sec): 2 clusters
  Score: Raw -126584.705566 + Penalty 1153.754415 = -125430.951152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107375.470000 sec): 3 clusters
  Score: Raw -126211.480424 + Penalty 2307.508829 = -123903.971595
  nChanged 373
		SP:Iteration 1F (107375.630000 sec): 3 clusters
  Score: Raw -126575.401112 + Penalty 2307.508829 = -124267.892283
  nChanged 98
		SP:Iteration 2F (107375.730000 sec): 3 clusters
  Score: Raw -126745.486620 + Penalty 2307.508829 = -124437.977791
  nChanged 78
		SP:Iteration 3F (107375.910000 sec): 3 clusters
  Score: Raw -126879.668260 + Penalty 2307.508829 = -124572.159431
  nChanged 69
		SP:Iteration 4F (107376.080000 sec): 3 clusters
  Score: Raw -127065.988708 + Penalty 2307.508829 = -124758.479879
  nChanged 92
		SP:Iteration 5F (107376.220000 sec): 3 clusters
  Score: Raw -127522.860908 + Penalty 2307.508829 = -125215.352079
  nChanged 95
		SP:Iteration 6F (107376.360000 sec): 3 clusters
  Score: Raw -128149.402308 + Penalty 2307.508829 = -125841.893479
  nChanged 69
		SP:Iteration 7F (107376.530000 sec): 3 clusters
  Score: Raw -128386.870989 + Penalty 2307.508829 = -126079.362160
  nChanged 29
		SP:Iteration 8Q (107376.680000 sec): 3 clusters
  Score: Raw -128448.517635 + Penalty 2307.508829 = -126141.008805
  nChanged 13
		SP:Iteration 9Q (107376.870000 sec): 3 clusters
  Score: Raw -128468.509018 + Penalty 2307.508829 = -126161.000188
  nChanged 8
		SP:Iteration 10Q (107377.060000 sec): 3 clusters
  Score: Raw -128480.635069 + Penalty 2307.508829 = -126173.126239
  nChanged 4
		SP:Iteration 11Q (107377.240000 sec): 3 clusters
  Score: Raw -128483.389956 + Penalty 2307.508829 = -126175.881127
  nChanged 0
		SP:Iteration 12F (107377.440000 sec): 3 clusters
  Score: Raw -128483.389956 + Penalty 2307.508829 = -126175.881127
  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 9.05 GB.

 Trying to split cluster 39 (11000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107377.610000 sec): 2 clusters
  Score: Raw -1168101.792836 + Penalty 1512.168215 = -1166589.624621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107377.850000 sec): 3 clusters
  Score: Raw -1161876.553464 + Penalty 3024.336429 = -1158852.217034
  nChanged 4742
		SP:Iteration 1F (107378.060000 sec): 3 clusters
  Score: Raw -1164430.999336 + Penalty 3024.336429 = -1161406.662906
  nChanged 663
		SP:Iteration 2F (107378.280000 sec): 3 clusters
  Score: Raw -1164758.915268 + Penalty 3024.336429 = -1161734.578839
  nChanged 585
		SP:Iteration 3F (107378.500000 sec): 3 clusters
  Score: Raw -1165070.201557 + Penalty 3024.336429 = -1162045.865127
  nChanged 529
		SP:Iteration 4Q (107378.720000 sec): 3 clusters
  Score: Raw -1165340.827945 + Penalty 3024.336429 = -1162316.491516
  nChanged 513
		SP:Iteration 5Q (107378.990000 sec): 3 clusters
  Score: Raw -1165585.937067 + Penalty 3024.336429 = -1162561.600637
  nChanged 443
		SP:Iteration 6Q (107379.200000 sec): 3 clusters
  Score: Raw -1165823.186582 + Penalty 3024.336429 = -1162798.850153
  nChanged 421
		SP:Iteration 7Q (107379.410000 sec): 3 clusters
  Score: Raw -1166028.347344 + Penalty 3024.336429 = -1163004.010914
  nChanged 398
		SP:Iteration 8Q (107379.610000 sec): 3 clusters
  Score: Raw -1166220.499480 + Penalty 3024.336429 = -1163196.163051
  nChanged 404
		SP:Iteration 9Q (107379.830000 sec): 3 clusters
  Score: Raw -1166418.797864 + Penalty 3024.336429 = -1163394.461434
  nChanged 388
		SP:Iteration 10Q (107380.020000 sec): 3 clusters
  Score: Raw -1166611.696433 + Penalty 3024.336429 = -1163587.360004
  nChanged 389
		SP:Iteration 11Q (107380.250000 sec): 3 clusters
  Score: Raw -1166848.804444 + Penalty 3024.336429 = -1163824.468015
  nChanged 442
		SP:Iteration 12Q (107380.500000 sec): 3 clusters
  Score: Raw -1167128.065457 + Penalty 3024.336429 = -1164103.729027
  nChanged 444
		SP:Iteration 13Q (107380.740000 sec): 3 clusters
  Score: Raw -1167437.629035 + Penalty 3024.336429 = -1164413.292606
  nChanged 441
		SP:Iteration 14Q (107380.980000 sec): 3 clusters
  Score: Raw -1167725.880793 + Penalty 3024.336429 = -1164701.544363
  nChanged 405
		SP:Iteration 15Q (107381.210000 sec): 3 clusters
  Score: Raw -1167948.922759 + Penalty 3024.336429 = -1164924.586330
  nChanged 283
		SP:Iteration 16Q (107381.430000 sec): 3 clusters
  Score: Raw -1168086.469403 + Penalty 3024.336429 = -1165062.132974
  nChanged 247
		SP:Iteration 17Q (107381.690000 sec): 3 clusters
  Score: Raw -1168188.957074 + Penalty 3024.336429 = -1165164.620644
  nChanged 189
		SP:Iteration 18Q (107381.920000 sec): 3 clusters
  Score: Raw -1168253.294285 + Penalty 3024.336429 = -1165228.957856
  nChanged 138
		SP:Iteration 19Q (107382.110000 sec): 3 clusters
  Score: Raw -1168290.657226 + Penalty 3024.336429 = -1165266.320797
  nChanged 96
		SP:Iteration 20F (107382.330000 sec): 3 clusters
  Score: Raw -1168313.593271 + Penalty 3024.336429 = -1165289.256842
  nChanged 69
		SP:Iteration 21Q (107382.570000 sec): 3 clusters
  Score: Raw -1168327.723142 + Penalty 3024.336429 = -1165303.386713
  nChanged 52
		SP:Iteration 22Q (107382.810000 sec): 3 clusters
  Score: Raw -1168337.598403 + Penalty 3024.336429 = -1165313.261974
  nChanged 40
		SP:Iteration 23Q (107383.030000 sec): 3 clusters
  Score: Raw -1168345.426110 + Penalty 3024.336429 = -1165321.089681
  nChanged 40
		SP:Iteration 24Q (107383.250000 sec): 3 clusters
  Score: Raw -1168352.218996 + Penalty 3024.336429 = -1165327.882567
  nChanged 44
		SP:Iteration 25Q (107383.500000 sec): 3 clusters
  Score: Raw -1168359.879189 + Penalty 3024.336429 = -1165335.542760
  nChanged 41
		SP:Iteration 26Q (107383.730000 sec): 3 clusters
  Score: Raw -1168366.878140 + Penalty 3024.336429 = -1165342.541710
  nChanged 43
		SP:Iteration 27Q (107383.970000 sec): 3 clusters
  Score: Raw -1168372.656781 + Penalty 3024.336429 = -1165348.320351
  nChanged 25
		SP:Iteration 28Q (107384.250000 sec): 3 clusters
  Score: Raw -1168375.721981 + Penalty 3024.336429 = -1165351.385552
  nChanged 21
		SP:Iteration 29Q (107384.470000 sec): 3 clusters
  Score: Raw -1168378.928422 + Penalty 3024.336429 = -1165354.591992
  nChanged 16
		SP:Iteration 30Q (107384.640000 sec): 3 clusters
  Score: Raw -1168380.703209 + Penalty 3024.336429 = -1165356.366780
  nChanged 13
		SP:Iteration 31Q (107384.880000 sec): 3 clusters
  Score: Raw -1168382.300637 + Penalty 3024.336429 = -1165357.964207
  nChanged 14
		SP:Iteration 32Q (107385.080000 sec): 3 clusters
  Score: Raw -1168384.038757 + Penalty 3024.336429 = -1165359.702328
  nChanged 15
		SP:Iteration 33Q (107385.330000 sec): 3 clusters
  Score: Raw -1168386.423735 + Penalty 3024.336429 = -1165362.087305
  nChanged 13
		SP:Iteration 34Q (107385.510000 sec): 3 clusters
  Score: Raw -1168387.653569 + Penalty 3024.336429 = -1165363.317140
  nChanged 8
		SP:Iteration 35Q (107385.760000 sec): 3 clusters
  Score: Raw -1168388.374437 + Penalty 3024.336429 = -1165364.038007
  nChanged 6
		SP:Iteration 36Q (107385.970000 sec): 3 clusters
  Score: Raw -1168389.015888 + Penalty 3024.336429 = -1165364.679459
  nChanged 8
		SP:Iteration 37Q (107386.200000 sec): 3 clusters
  Score: Raw -1168390.022349 + Penalty 3024.336429 = -1165365.685920
  nChanged 10
		SP:Iteration 38Q (107386.430000 sec): 3 clusters
  Score: Raw -1168390.959549 + Penalty 3024.336429 = -1165366.623120
  nChanged 11
		SP:Iteration 39Q (107386.650000 sec): 3 clusters
  Score: Raw -1168392.363956 + Penalty 3024.336429 = -1165368.027527
  nChanged 17
		SP:Iteration 40F (107386.890000 sec): 3 clusters
  Score: Raw -1168394.448465 + Penalty 3024.336429 = -1165370.112035
  nChanged 10
		SP:Iteration 41Q (107387.100000 sec): 3 clusters
  Score: Raw -1168395.482337 + Penalty 3024.336429 = -1165371.145907
  nChanged 8
		SP:Iteration 42Q (107387.320000 sec): 3 clusters
  Score: Raw -1168396.187028 + Penalty 3024.336429 = -1165371.850599
  nChanged 4
		SP:Iteration 43Q (107387.470000 sec): 3 clusters
  Score: Raw -1168396.518816 + Penalty 3024.336429 = -1165372.182387
  nChanged 5
		SP:Iteration 44Q (107387.700000 sec): 3 clusters
  Score: Raw -1168397.054928 + Penalty 3024.336429 = -1165372.718498
  nChanged 3
		SP:Iteration 45Q (107387.920000 sec): 3 clusters
  Score: Raw -1168397.432695 + Penalty 3024.336429 = -1165373.096265
  nChanged 6
		SP:Iteration 46Q (107388.170000 sec): 3 clusters
  Score: Raw -1168398.375557 + Penalty 3024.336429 = -1165374.039128
  nChanged 5
		SP:Iteration 47Q (107388.390000 sec): 3 clusters
  Score: Raw -1168399.310504 + Penalty 3024.336429 = -1165374.974074
  nChanged 8
		SP:Iteration 48Q (107388.620000 sec): 3 clusters
  Score: Raw -1168400.086598 + Penalty 3024.336429 = -1165375.750169
  nChanged 8
		SP:Iteration 49Q (107388.850000 sec): 3 clusters
  Score: Raw -1168400.942402 + Penalty 3024.336429 = -1165376.605973
  nChanged 9
		SP:Iteration 50Q (107389.080000 sec): 3 clusters
  Score: Raw -1168402.506894 + Penalty 3024.336429 = -1165378.170465
  nChanged 10
		SP:Iteration 51Q (107389.300000 sec): 3 clusters
  Score: Raw -1168404.352130 + Penalty 3024.336429 = -1165380.015701
  nChanged 7
		SP:Iteration 52Q (107389.520000 sec): 3 clusters
  Score: Raw -1168405.115236 + Penalty 3024.336429 = -1165380.778807
  nChanged 3
		SP:Iteration 53Q (107389.750000 sec): 3 clusters
  Score: Raw -1168405.367862 + Penalty 3024.336429 = -1165381.031433
  nChanged 2
		SP:Iteration 54Q (107390.010000 sec): 3 clusters
  Score: Raw -1168405.566762 + Penalty 3024.336429 = -1165381.230332
  nChanged 2
		SP:Iteration 55Q (107390.210000 sec): 3 clusters
  Score: Raw -1168405.725023 + Penalty 3024.336429 = -1165381.388593
  nChanged 4
		SP:Iteration 56Q (107390.450000 sec): 3 clusters
  Score: Raw -1168406.053640 + Penalty 3024.336429 = -1165381.717210
  nChanged 4
		SP:Iteration 57Q (107390.690000 sec): 3 clusters
  Score: Raw -1168406.559241 + Penalty 3024.336429 = -1165382.222812
  nChanged 4
		SP:Iteration 58Q (107390.890000 sec): 3 clusters
  Score: Raw -1168406.997357 + Penalty 3024.336429 = -1165382.660928
  nChanged 6
		SP:Iteration 59Q (107391.120000 sec): 3 clusters
  Score: Raw -1168407.857234 + Penalty 3024.336429 = -1165383.520805
  nChanged 8
		SP:Iteration 60F (107391.310000 sec): 3 clusters
  Score: Raw -1168409.052419 + Penalty 3024.336429 = -1165384.715989
  nChanged 7
		SP:Iteration 61Q (107391.540000 sec): 3 clusters
  Score: Raw -1168410.051253 + Penalty 3024.336429 = -1165385.714823
  nChanged 4
		SP:Iteration 62Q (107391.760000 sec): 3 clusters
  Score: Raw -1168410.250935 + Penalty 3024.336429 = -1165385.914506
  nChanged 4
		SP:Iteration 63Q (107392.030000 sec): 3 clusters
  Score: Raw -1168410.553832 + Penalty 3024.336429 = -1165386.217403
  nChanged 4
		SP:Iteration 64Q (107392.220000 sec): 3 clusters
  Score: Raw -1168411.026109 + Penalty 3024.336429 = -1165386.689680
  nChanged 1
		SP:Iteration 65Q (107392.440000 sec): 3 clusters
  Score: Raw -1168411.066214 + Penalty 3024.336429 = -1165386.729785
  nChanged 0
		SP:Iteration 66F (107392.650000 sec): 3 clusters
  Score: Raw -1168411.066214 + Penalty 3024.336429 = -1165386.729785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (8997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107392.800000 sec): 2 clusters
  Score: Raw -987834.141701 + Penalty 1479.505051 = -986354.636650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107393.010000 sec): 3 clusters
  Score: Raw -982807.355664 + Penalty 2959.010102 = -979848.345562
  nChanged 3779
		SP:Iteration 1F (107393.260000 sec): 3 clusters
  Score: Raw -984804.776813 + Penalty 2959.010102 = -981845.766711
  nChanged 554
		SP:Iteration 2F (107393.440000 sec): 3 clusters
  Score: Raw -985039.387202 + Penalty 2959.010102 = -982080.377100
  nChanged 411
		SP:Iteration 3Q (107393.680000 sec): 3 clusters
  Score: Raw -985182.533078 + Penalty 2959.010102 = -982223.522976
  nChanged 329
		SP:Iteration 4Q (107393.890000 sec): 3 clusters
  Score: Raw -985284.336979 + Penalty 2959.010102 = -982325.326877
  nChanged 273
		SP:Iteration 5Q (107394.070000 sec): 3 clusters
  Score: Raw -985378.333516 + Penalty 2959.010102 = -982419.323414
  nChanged 260
		SP:Iteration 6Q (107394.270000 sec): 3 clusters
  Score: Raw -985462.837052 + Penalty 2959.010102 = -982503.826950
  nChanged 234
		SP:Iteration 7Q (107394.530000 sec): 3 clusters
  Score: Raw -985539.930859 + Penalty 2959.010102 = -982580.920758
  nChanged 220
		SP:Iteration 8Q (107394.720000 sec): 3 clusters
  Score: Raw -985611.901890 + Penalty 2959.010102 = -982652.891788
  nChanged 203
		SP:Iteration 9Q (107394.910000 sec): 3 clusters
  Score: Raw -985671.934818 + Penalty 2959.010102 = -982712.924716
  nChanged 178
		SP:Iteration 10Q (107395.120000 sec): 3 clusters
  Score: Raw -985728.114514 + Penalty 2959.010102 = -982769.104412
  nChanged 183
		SP:Iteration 11Q (107395.350000 sec): 3 clusters
  Score: Raw -985782.838580 + Penalty 2959.010102 = -982823.828478
  nChanged 179
		SP:Iteration 12Q (107395.590000 sec): 3 clusters
  Score: Raw -985840.598342 + Penalty 2959.010102 = -982881.588240
  nChanged 193
		SP:Iteration 13Q (107395.800000 sec): 3 clusters
  Score: Raw -985898.370920 + Penalty 2959.010102 = -982939.360818
  nChanged 176
		SP:Iteration 14Q (107396.040000 sec): 3 clusters
  Score: Raw -985951.624862 + Penalty 2959.010102 = -982992.614760
  nChanged 169
		SP:Iteration 15Q (107396.210000 sec): 3 clusters
  Score: Raw -986000.231883 + Penalty 2959.010102 = -983041.221781
  nChanged 187
		SP:Iteration 16Q (107396.440000 sec): 3 clusters
  Score: Raw -986062.969324 + Penalty 2959.010102 = -983103.959222
  nChanged 183
		SP:Iteration 17Q (107396.650000 sec): 3 clusters
  Score: Raw -986134.846756 + Penalty 2959.010102 = -983175.836655
  nChanged 198
		SP:Iteration 18Q (107396.850000 sec): 3 clusters
  Score: Raw -986213.864145 + Penalty 2959.010102 = -983254.854043
  nChanged 212
		SP:Iteration 19Q (107397.080000 sec): 3 clusters
  Score: Raw -986298.335945 + Penalty 2959.010102 = -983339.325843
  nChanged 181
		SP:Iteration 20F (107397.330000 sec): 3 clusters
  Score: Raw -986377.923847 + Penalty 2959.010102 = -983418.913745
  nChanged 170
		SP:Iteration 21Q (107397.530000 sec): 3 clusters
  Score: Raw -986473.225494 + Penalty 2959.010102 = -983514.215392
  nChanged 192
		SP:Iteration 22Q (107397.730000 sec): 3 clusters
  Score: Raw -986585.551056 + Penalty 2959.010102 = -983626.540954
  nChanged 204
		SP:Iteration 23Q (107397.940000 sec): 3 clusters
  Score: Raw -986698.144475 + Penalty 2959.010102 = -983739.134373
  nChanged 184
		SP:Iteration 24Q (107398.130000 sec): 3 clusters
  Score: Raw -986806.079789 + Penalty 2959.010102 = -983847.069687
  nChanged 192
		SP:Iteration 25Q (107398.320000 sec): 3 clusters
  Score: Raw -986912.870730 + Penalty 2959.010102 = -983953.860629
  nChanged 159
		SP:Iteration 26Q (107398.530000 sec): 3 clusters
  Score: Raw -986993.312534 + Penalty 2959.010102 = -984034.302432
  nChanged 148
		SP:Iteration 27Q (107398.730000 sec): 3 clusters
  Score: Raw -987053.202755 + Penalty 2959.010102 = -984094.192653
  nChanged 127
		SP:Iteration 28Q (107398.940000 sec): 3 clusters
  Score: Raw -987106.586711 + Penalty 2959.010102 = -984147.576609
  nChanged 117
		SP:Iteration 29Q (107399.210000 sec): 3 clusters
  Score: Raw -987154.112044 + Penalty 2959.010102 = -984195.101942
  nChanged 104
		SP:Iteration 30Q (107399.410000 sec): 3 clusters
  Score: Raw -987196.945448 + Penalty 2959.010102 = -984237.935346
  nChanged 110
		SP:Iteration 31Q (107399.610000 sec): 3 clusters
  Score: Raw -987243.704268 + Penalty 2959.010102 = -984284.694167
  nChanged 80
		SP:Iteration 32Q (107399.850000 sec): 3 clusters
  Score: Raw -987273.184278 + Penalty 2959.010102 = -984314.174176
  nChanged 79
		SP:Iteration 33Q (107400.010000 sec): 3 clusters
  Score: Raw -987309.046757 + Penalty 2959.010102 = -984350.036655
  nChanged 78
		SP:Iteration 34Q (107400.250000 sec): 3 clusters
  Score: Raw -987346.254113 + Penalty 2959.010102 = -984387.244011
  nChanged 87
		SP:Iteration 35Q (107400.490000 sec): 3 clusters
  Score: Raw -987389.563410 + Penalty 2959.010102 = -984430.553308
  nChanged 71
		SP:Iteration 36Q (107400.650000 sec): 3 clusters
  Score: Raw -987419.226188 + Penalty 2959.010102 = -984460.216086
  nChanged 59
		SP:Iteration 37Q (107400.840000 sec): 3 clusters
  Score: Raw -987442.923740 + Penalty 2959.010102 = -984483.913638
  nChanged 55
		SP:Iteration 38Q (107401.020000 sec): 3 clusters
  Score: Raw -987463.778845 + Penalty 2959.010102 = -984504.768743
  nChanged 49
		SP:Iteration 39Q (107401.250000 sec): 3 clusters
  Score: Raw -987481.858688 + Penalty 2959.010102 = -984522.848586
  nChanged 49
		SP:Iteration 40F (107401.450000 sec): 3 clusters
  Score: Raw -987499.080351 + Penalty 2959.010102 = -984540.070249
  nChanged 34
		SP:Iteration 41Q (107401.680000 sec): 3 clusters
  Score: Raw -987512.849680 + Penalty 2959.010102 = -984553.839578
  nChanged 35
		SP:Iteration 42Q (107401.910000 sec): 3 clusters
  Score: Raw -987527.029600 + Penalty 2959.010102 = -984568.019499
  nChanged 42
		SP:Iteration 43Q (107402.090000 sec): 3 clusters
  Score: Raw -987542.038981 + Penalty 2959.010102 = -984583.028879
  nChanged 33
		SP:Iteration 44Q (107402.350000 sec): 3 clusters
  Score: Raw -987553.344729 + Penalty 2959.010102 = -984594.334627
  nChanged 31
		SP:Iteration 45Q (107402.550000 sec): 3 clusters
  Score: Raw -987565.228399 + Penalty 2959.010102 = -984606.218297
  nChanged 28
		SP:Iteration 46Q (107402.760000 sec): 3 clusters
  Score: Raw -987574.067424 + Penalty 2959.010102 = -984615.057322
  nChanged 28
		SP:Iteration 47Q (107402.980000 sec): 3 clusters
  Score: Raw -987583.359358 + Penalty 2959.010102 = -984624.349256
  nChanged 31
		SP:Iteration 48Q (107403.180000 sec): 3 clusters
  Score: Raw -987595.311948 + Penalty 2959.010102 = -984636.301846
  nChanged 30
		SP:Iteration 49Q (107403.410000 sec): 3 clusters
  Score: Raw -987608.771080 + Penalty 2959.010102 = -984649.760978
  nChanged 45
		SP:Iteration 50Q (107403.640000 sec): 3 clusters
  Score: Raw -987628.931084 + Penalty 2959.010102 = -984669.920982
  nChanged 45
		SP:Iteration 51Q (107403.870000 sec): 3 clusters
  Score: Raw -987647.938214 + Penalty 2959.010102 = -984688.928112
  nChanged 35
		SP:Iteration 52Q (107404.000000 sec): 3 clusters
  Score: Raw -987663.035415 + Penalty 2959.010102 = -984704.025313
  nChanged 42
		SP:Iteration 53Q (107404.200000 sec): 3 clusters
  Score: Raw -987685.307021 + Penalty 2959.010102 = -984726.296919
  nChanged 42
		SP:Iteration 54Q (107404.420000 sec): 3 clusters
  Score: Raw -987708.908432 + Penalty 2959.010102 = -984749.898330
  nChanged 34
		SP:Iteration 55Q (107404.630000 sec): 3 clusters
  Score: Raw -987725.047429 + Penalty 2959.010102 = -984766.037327
  nChanged 23
		SP:Iteration 56Q (107404.850000 sec): 3 clusters
  Score: Raw -987735.928434 + Penalty 2959.010102 = -984776.918332
  nChanged 21
		SP:Iteration 57Q (107405.110000 sec): 3 clusters
  Score: Raw -987746.469625 + Penalty 2959.010102 = -984787.459523
  nChanged 19
		SP:Iteration 58Q (107405.310000 sec): 3 clusters
  Score: Raw -987756.485049 + Penalty 2959.010102 = -984797.474947
  nChanged 18
		SP:Iteration 59Q (107405.560000 sec): 3 clusters
  Score: Raw -987766.112755 + Penalty 2959.010102 = -984807.102653
  nChanged 28
		SP:Iteration 60F (107405.760000 sec): 3 clusters
  Score: Raw -987781.753286 + Penalty 2959.010102 = -984822.743184
  nChanged 38
		SP:Iteration 61Q (107405.970000 sec): 3 clusters
  Score: Raw -987804.361542 + Penalty 2959.010102 = -984845.351440
  nChanged 41
		SP:Iteration 62Q (107406.130000 sec): 3 clusters
  Score: Raw -987827.218913 + Penalty 2959.010102 = -984868.208812
  nChanged 30
		SP:Iteration 63Q (107406.330000 sec): 3 clusters
  Score: Raw -987846.111700 + Penalty 2959.010102 = -984887.101599
  nChanged 26
		SP:Iteration 64Q (107406.540000 sec): 3 clusters
  Score: Raw -987862.358523 + Penalty 2959.010102 = -984903.348422
  nChanged 23
		SP:Iteration 65Q (107406.730000 sec): 3 clusters
  Score: Raw -987876.925356 + Penalty 2959.010102 = -984917.915254
  nChanged 31
		SP:Iteration 66Q (107406.930000 sec): 3 clusters
  Score: Raw -987898.222717 + Penalty 2959.010102 = -984939.212615
  nChanged 26
		SP:Iteration 67Q (107407.110000 sec): 3 clusters
  Score: Raw -987914.986253 + Penalty 2959.010102 = -984955.976151
  nChanged 20
		SP:Iteration 68Q (107407.360000 sec): 3 clusters
  Score: Raw -987924.807423 + Penalty 2959.010102 = -984965.797322
  nChanged 14
		SP:Iteration 69Q (107407.560000 sec): 3 clusters
  Score: Raw -987933.043933 + Penalty 2959.010102 = -984974.033831
  nChanged 17
		SP:Iteration 70Q (107407.780000 sec): 3 clusters
  Score: Raw -987941.976192 + Penalty 2959.010102 = -984982.966090
  nChanged 14
		SP:Iteration 71Q (107407.970000 sec): 3 clusters
  Score: Raw -987949.271180 + Penalty 2959.010102 = -984990.261078
  nChanged 10
		SP:Iteration 72Q (107408.200000 sec): 3 clusters
  Score: Raw -987956.208831 + Penalty 2959.010102 = -984997.198729
  nChanged 10
		SP:Iteration 73Q (107408.380000 sec): 3 clusters
  Score: Raw -987962.521153 + Penalty 2959.010102 = -985003.511052
  nChanged 7
		SP:Iteration 74Q (107408.570000 sec): 3 clusters
  Score: Raw -987967.758887 + Penalty 2959.010102 = -985008.748785
  nChanged 8
		SP:Iteration 75Q (107408.770000 sec): 3 clusters
  Score: Raw -987974.064999 + Penalty 2959.010102 = -985015.054897
  nChanged 10
		SP:Iteration 76Q (107409.010000 sec): 3 clusters
  Score: Raw -987980.842036 + Penalty 2959.010102 = -985021.831934
  nChanged 9
		SP:Iteration 77Q (107409.190000 sec): 3 clusters
  Score: Raw -987988.375853 + Penalty 2959.010102 = -985029.365751
  nChanged 15
		SP:Iteration 78Q (107409.340000 sec): 3 clusters
  Score: Raw -987998.754206 + Penalty 2959.010102 = -985039.744104
  nChanged 13
		SP:Iteration 79Q (107409.490000 sec): 3 clusters
  Score: Raw -988008.439598 + Penalty 2959.010102 = -985049.429496
  nChanged 6
		SP:Iteration 80F (107409.730000 sec): 3 clusters
  Score: Raw -988013.452022 + Penalty 2959.010102 = -985054.441920
  nChanged 6
		SP:Iteration 81Q (107409.960000 sec): 3 clusters
  Score: Raw -988016.333897 + Penalty 2959.010102 = -985057.323795
  nChanged 3
		SP:Iteration 82Q (107410.150000 sec): 3 clusters
  Score: Raw -988018.170836 + Penalty 2959.010102 = -985059.160735
  nChanged 3
		SP:Iteration 83Q (107410.290000 sec): 3 clusters
  Score: Raw -988019.704188 + Penalty 2959.010102 = -985060.694086
  nChanged 6
		SP:Iteration 84Q (107410.520000 sec): 3 clusters
  Score: Raw -988023.390438 + Penalty 2959.010102 = -985064.380336
  nChanged 3
		SP:Iteration 85Q (107410.750000 sec): 3 clusters
  Score: Raw -988025.473426 + Penalty 2959.010102 = -985066.463324
  nChanged 2
		SP:Iteration 86Q (107410.920000 sec): 3 clusters
  Score: Raw -988027.326190 + Penalty 2959.010102 = -985068.316088
  nChanged 4
		SP:Iteration 87Q (107411.140000 sec): 3 clusters
  Score: Raw -988030.176993 + Penalty 2959.010102 = -985071.166892
  nChanged 3
		SP:Iteration 88Q (107411.330000 sec): 3 clusters
  Score: Raw -988031.222894 + Penalty 2959.010102 = -985072.212792
  nChanged 2
		SP:Iteration 89Q (107411.520000 sec): 3 clusters
  Score: Raw -988031.981382 + Penalty 2959.010102 = -985072.971280
  nChanged 1
		SP:Iteration 90Q (107411.750000 sec): 3 clusters
  Score: Raw -988032.781596 + Penalty 2959.010102 = -985073.771494
  nChanged 1
		SP:Iteration 91Q (107411.950000 sec): 3 clusters
  Score: Raw -988033.936780 + Penalty 2959.010102 = -985074.926678
  nChanged 2
		SP:Iteration 92Q (107412.140000 sec): 3 clusters
  Score: Raw -988036.049551 + Penalty 2959.010102 = -985077.039449
  nChanged 5
		SP:Iteration 93Q (107412.350000 sec): 3 clusters
  Score: Raw -988039.020606 + Penalty 2959.010102 = -985080.010504
  nChanged 4
		SP:Iteration 94Q (107412.550000 sec): 3 clusters
  Score: Raw -988043.476521 + Penalty 2959.010102 = -985084.466419
  nChanged 3
		SP:Iteration 95Q (107412.800000 sec): 3 clusters
  Score: Raw -988045.671896 + Penalty 2959.010102 = -985086.661794
  nChanged 2
		SP:Iteration 96Q (107412.970000 sec): 3 clusters
  Score: Raw -988046.781465 + Penalty 2959.010102 = -985087.771363
  nChanged 0
		SP:Iteration 97F (107413.140000 sec): 3 clusters
  Score: Raw -988046.781465 + Penalty 2959.010102 = -985087.771363
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (8112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107413.270000 sec): 2 clusters
  Score: Raw -876315.540285 + Penalty 1462.678705 = -874852.861580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107413.510000 sec): 3 clusters
  Score: Raw -871854.211221 + Penalty 2925.357411 = -868928.853810
  nChanged 3407
		SP:Iteration 1F (107413.730000 sec): 3 clusters
  Score: Raw -873830.292974 + Penalty 2925.357411 = -870904.935563
  nChanged 574
		SP:Iteration 2F (107413.910000 sec): 3 clusters
  Score: Raw -874198.694123 + Penalty 2925.357411 = -871273.336712
  nChanged 547
		SP:Iteration 3F (107414.110000 sec): 3 clusters
  Score: Raw -874563.451903 + Penalty 2925.357411 = -871638.094492
  nChanged 508
		SP:Iteration 4F (107414.330000 sec): 3 clusters
  Score: Raw -874916.238277 + Penalty 2925.357411 = -871990.880866
  nChanged 477
		SP:Iteration 5F (107414.510000 sec): 3 clusters
  Score: Raw -875260.269919 + Penalty 2925.357411 = -872334.912508
  nChanged 443
		SP:Iteration 6F (107414.710000 sec): 3 clusters
  Score: Raw -875590.998818 + Penalty 2925.357411 = -872665.641407
  nChanged 398
		SP:Iteration 7Q (107414.900000 sec): 3 clusters
  Score: Raw -875897.332516 + Penalty 2925.357411 = -872971.975105
  nChanged 352
		SP:Iteration 8Q (107415.140000 sec): 3 clusters
  Score: Raw -876165.379240 + Penalty 2925.357411 = -873240.021829
  nChanged 304
		SP:Iteration 9Q (107415.330000 sec): 3 clusters
  Score: Raw -876365.215884 + Penalty 2925.357411 = -873439.858473
  nChanged 228
		SP:Iteration 10Q (107415.510000 sec): 3 clusters
  Score: Raw -876496.720600 + Penalty 2925.357411 = -873571.363189
  nChanged 197
		SP:Iteration 11Q (107415.700000 sec): 3 clusters
  Score: Raw -876577.366114 + Penalty 2925.357411 = -873652.008703
  nChanged 137
		SP:Iteration 12Q (107415.920000 sec): 3 clusters
  Score: Raw -876634.126300 + Penalty 2925.357411 = -873708.768889
  nChanged 121
		SP:Iteration 13Q (107416.190000 sec): 3 clusters
  Score: Raw -876676.768331 + Penalty 2925.357411 = -873751.410920
  nChanged 95
		SP:Iteration 14Q (107416.420000 sec): 3 clusters
  Score: Raw -876710.862155 + Penalty 2925.357411 = -873785.504744
  nChanged 83
		SP:Iteration 15Q (107416.590000 sec): 3 clusters
  Score: Raw -876739.328340 + Penalty 2925.357411 = -873813.970929
  nChanged 82
		SP:Iteration 16Q (107416.860000 sec): 3 clusters
  Score: Raw -876778.893531 + Penalty 2925.357411 = -873853.536120
  nChanged 104
		SP:Iteration 17Q (107417.020000 sec): 3 clusters
  Score: Raw -876836.357924 + Penalty 2925.357411 = -873911.000513
  nChanged 111
		SP:Iteration 18Q (107417.250000 sec): 3 clusters
  Score: Raw -876917.641635 + Penalty 2925.357411 = -873992.284224
  nChanged 124
		SP:Iteration 19Q (107417.480000 sec): 3 clusters
  Score: Raw -877028.052603 + Penalty 2925.357411 = -874102.695192
  nChanged 135
		SP:Iteration 20F (107417.660000 sec): 3 clusters
  Score: Raw -877164.440077 + Penalty 2925.357411 = -874239.082666
  nChanged 131
		SP:Iteration 21Q (107417.870000 sec): 3 clusters
  Score: Raw -877281.144695 + Penalty 2925.357411 = -874355.787285
  nChanged 123
		SP:Iteration 22Q (107418.100000 sec): 3 clusters
  Score: Raw -877368.870003 + Penalty 2925.357411 = -874443.512592
  nChanged 106
		SP:Iteration 23Q (107418.310000 sec): 3 clusters
  Score: Raw -877425.316438 + Penalty 2925.357411 = -874499.959027
  nChanged 90
		SP:Iteration 24Q (107418.490000 sec): 3 clusters
  Score: Raw -877462.941933 + Penalty 2925.357411 = -874537.584523
  nChanged 66
		SP:Iteration 25Q (107418.700000 sec): 3 clusters
  Score: Raw -877491.385735 + Penalty 2925.357411 = -874566.028324
  nChanged 60
		SP:Iteration 26Q (107418.910000 sec): 3 clusters
  Score: Raw -877519.001242 + Penalty 2925.357411 = -874593.643831
  nChanged 59
		SP:Iteration 27Q (107419.140000 sec): 3 clusters
  Score: Raw -877543.771256 + Penalty 2925.357411 = -874618.413845
  nChanged 52
		SP:Iteration 28Q (107419.330000 sec): 3 clusters
  Score: Raw -877564.482268 + Penalty 2925.357411 = -874639.124857
  nChanged 44
		SP:Iteration 29Q (107419.520000 sec): 3 clusters
  Score: Raw -877581.741269 + Penalty 2925.357411 = -874656.383858
  nChanged 39
		SP:Iteration 30Q (107419.770000 sec): 3 clusters
  Score: Raw -877593.153120 + Penalty 2925.357411 = -874667.795710
  nChanged 31
		SP:Iteration 31Q (107419.940000 sec): 3 clusters
  Score: Raw -877601.822324 + Penalty 2925.357411 = -874676.464913
  nChanged 25
		SP:Iteration 32Q (107420.180000 sec): 3 clusters
  Score: Raw -877608.957120 + Penalty 2925.357411 = -874683.599709
  nChanged 26
		SP:Iteration 33Q (107420.410000 sec): 3 clusters
  Score: Raw -877614.524308 + Penalty 2925.357411 = -874689.166897
  nChanged 23
		SP:Iteration 34Q (107420.580000 sec): 3 clusters
  Score: Raw -877620.185847 + Penalty 2925.357411 = -874694.828436
  nChanged 20
		SP:Iteration 35Q (107420.800000 sec): 3 clusters
  Score: Raw -877625.622032 + Penalty 2925.357411 = -874700.264621
  nChanged 22
		SP:Iteration 36Q (107421.010000 sec): 3 clusters
  Score: Raw -877631.380159 + Penalty 2925.357411 = -874706.022748
  nChanged 22
		SP:Iteration 37Q (107421.210000 sec): 3 clusters
  Score: Raw -877636.279526 + Penalty 2925.357411 = -874710.922115
  nChanged 18
		SP:Iteration 38Q (107421.440000 sec): 3 clusters
  Score: Raw -877639.915530 + Penalty 2925.357411 = -874714.558119
  nChanged 15
		SP:Iteration 39Q (107421.630000 sec): 3 clusters
  Score: Raw -877642.830454 + Penalty 2925.357411 = -874717.473044
  nChanged 11
		SP:Iteration 40F (107421.860000 sec): 3 clusters
  Score: Raw -877645.126995 + Penalty 2925.357411 = -874719.769584
  nChanged 16
		SP:Iteration 41Q (107422.050000 sec): 3 clusters
  Score: Raw -877648.412066 + Penalty 2925.357411 = -874723.054655
  nChanged 13
		SP:Iteration 42Q (107422.180000 sec): 3 clusters
  Score: Raw -877652.124864 + Penalty 2925.357411 = -874726.767453
  nChanged 11
		SP:Iteration 43Q (107422.390000 sec): 3 clusters
  Score: Raw -877655.692514 + Penalty 2925.357411 = -874730.335103
  nChanged 14
		SP:Iteration 44Q (107422.580000 sec): 3 clusters
  Score: Raw -877660.946946 + Penalty 2925.357411 = -874735.589535
  nChanged 20
		SP:Iteration 45Q (107422.720000 sec): 3 clusters
  Score: Raw -877667.098531 + Penalty 2925.357411 = -874741.741120
  nChanged 22
		SP:Iteration 46Q (107422.890000 sec): 3 clusters
  Score: Raw -877673.212788 + Penalty 2925.357411 = -874747.855377
  nChanged 21
		SP:Iteration 47Q (107423.100000 sec): 3 clusters
  Score: Raw -877681.413208 + Penalty 2925.357411 = -874756.055797
  nChanged 29
		SP:Iteration 48Q (107423.270000 sec): 3 clusters
  Score: Raw -877690.808604 + Penalty 2925.357411 = -874765.451193
  nChanged 21
		SP:Iteration 49Q (107423.510000 sec): 3 clusters
  Score: Raw -877698.444114 + Penalty 2925.357411 = -874773.086703
  nChanged 19
		SP:Iteration 50Q (107423.760000 sec): 3 clusters
  Score: Raw -877703.890036 + Penalty 2925.357411 = -874778.532625
  nChanged 19
		SP:Iteration 51Q (107423.950000 sec): 3 clusters
  Score: Raw -877709.556088 + Penalty 2925.357411 = -874784.198677
  nChanged 17
		SP:Iteration 52Q (107424.110000 sec): 3 clusters
  Score: Raw -877714.934885 + Penalty 2925.357411 = -874789.577475
  nChanged 20
		SP:Iteration 53Q (107424.330000 sec): 3 clusters
  Score: Raw -877720.718900 + Penalty 2925.357411 = -874795.361489
  nChanged 22
		SP:Iteration 54Q (107424.530000 sec): 3 clusters
  Score: Raw -877724.924604 + Penalty 2925.357411 = -874799.567193
  nChanged 15
		SP:Iteration 55Q (107424.720000 sec): 3 clusters
  Score: Raw -877728.788379 + Penalty 2925.357411 = -874803.430968
  nChanged 14
		SP:Iteration 56Q (107424.890000 sec): 3 clusters
  Score: Raw -877732.409886 + Penalty 2925.357411 = -874807.052475
  nChanged 15
		SP:Iteration 57Q (107425.110000 sec): 3 clusters
  Score: Raw -877735.594731 + Penalty 2925.357411 = -874810.237320
  nChanged 18
		SP:Iteration 58Q (107425.300000 sec): 3 clusters
  Score: Raw -877740.173202 + Penalty 2925.357411 = -874814.815791
  nChanged 18
		SP:Iteration 59Q (107425.520000 sec): 3 clusters
  Score: Raw -877744.061728 + Penalty 2925.357411 = -874818.704317
  nChanged 14
		SP:Iteration 60F (107425.740000 sec): 3 clusters
  Score: Raw -877746.787312 + Penalty 2925.357411 = -874821.429901
  nChanged 24
		SP:Iteration 61Q (107425.910000 sec): 3 clusters
  Score: Raw -877752.051046 + Penalty 2925.357411 = -874826.693635
  nChanged 27
		SP:Iteration 62Q (107426.050000 sec): 3 clusters
  Score: Raw -877760.393027 + Penalty 2925.357411 = -874835.035616
  nChanged 31
		SP:Iteration 63Q (107426.290000 sec): 3 clusters
  Score: Raw -877768.768927 + Penalty 2925.357411 = -874843.411516
  nChanged 13
		SP:Iteration 64Q (107426.460000 sec): 3 clusters
  Score: Raw -877771.733175 + Penalty 2925.357411 = -874846.375764
  nChanged 18
		SP:Iteration 65Q (107426.690000 sec): 3 clusters
  Score: Raw -877775.681934 + Penalty 2925.357411 = -874850.324524
  nChanged 19
		SP:Iteration 66Q (107426.900000 sec): 3 clusters
  Score: Raw -877780.634492 + Penalty 2925.357411 = -874855.277082
  nChanged 16
		SP:Iteration 67Q (107427.090000 sec): 3 clusters
  Score: Raw -877784.025703 + Penalty 2925.357411 = -874858.668292
  nChanged 13
		SP:Iteration 68Q (107427.310000 sec): 3 clusters
  Score: Raw -877786.105285 + Penalty 2925.357411 = -874860.747874
  nChanged 5
		SP:Iteration 69Q (107427.510000 sec): 3 clusters
  Score: Raw -877786.519687 + Penalty 2925.357411 = -874861.162276
  nChanged 2
		SP:Iteration 70Q (107427.710000 sec): 3 clusters
  Score: Raw -877786.745488 + Penalty 2925.357411 = -874861.388077
  nChanged 4
		SP:Iteration 71Q (107427.890000 sec): 3 clusters
  Score: Raw -877787.263873 + Penalty 2925.357411 = -874861.906462
  nChanged 2
		SP:Iteration 72Q (107428.090000 sec): 3 clusters
  Score: Raw -877787.675312 + Penalty 2925.357411 = -874862.317901
  nChanged 3
		SP:Iteration 73Q (107428.310000 sec): 3 clusters
  Score: Raw -877787.845481 + Penalty 2925.357411 = -874862.488070
  nChanged 0
		SP:Iteration 74F (107428.530000 sec): 3 clusters
  Score: Raw -877787.845481 + Penalty 2925.357411 = -874862.488070
  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 9.05 GB.

 Trying to split cluster 42 (4405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107428.660000 sec): 2 clusters
  Score: Raw -467590.439150 + Penalty 1363.455525 = -466226.983625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107428.820000 sec): 3 clusters
  Score: Raw -465386.091099 + Penalty 2726.911050 = -462659.180049
  nChanged 1774
		SP:Iteration 1F (107429.000000 sec): 3 clusters
  Score: Raw -466432.964696 + Penalty 2726.911050 = -463706.053646
  nChanged 377
		SP:Iteration 2F (107429.200000 sec): 3 clusters
  Score: Raw -466678.989876 + Penalty 2726.911050 = -463952.078826
  nChanged 276
		SP:Iteration 3F (107429.400000 sec): 3 clusters
  Score: Raw -466868.338120 + Penalty 2726.911050 = -464141.427070
  nChanged 256
		SP:Iteration 4F (107429.590000 sec): 3 clusters
  Score: Raw -467040.601957 + Penalty 2726.911050 = -464313.690907
  nChanged 237
		SP:Iteration 5F (107429.750000 sec): 3 clusters
  Score: Raw -467196.889708 + Penalty 2726.911050 = -464469.978658
  nChanged 196
		SP:Iteration 6Q (107429.950000 sec): 3 clusters
  Score: Raw -467333.989311 + Penalty 2726.911050 = -464607.078261
  nChanged 167
		SP:Iteration 7Q (107430.150000 sec): 3 clusters
  Score: Raw -467439.984240 + Penalty 2726.911050 = -464713.073190
  nChanged 141
		SP:Iteration 8Q (107430.330000 sec): 3 clusters
  Score: Raw -467519.334936 + Penalty 2726.911050 = -464792.423886
  nChanged 98
		SP:Iteration 9Q (107430.520000 sec): 3 clusters
  Score: Raw -467570.453281 + Penalty 2726.911050 = -464843.542231
  nChanged 75
		SP:Iteration 10Q (107430.720000 sec): 3 clusters
  Score: Raw -467601.703457 + Penalty 2726.911050 = -464874.792407
  nChanged 53
		SP:Iteration 11Q (107430.910000 sec): 3 clusters
  Score: Raw -467625.344438 + Penalty 2726.911050 = -464898.433388
  nChanged 54
		SP:Iteration 12Q (107431.040000 sec): 3 clusters
  Score: Raw -467661.096907 + Penalty 2726.911050 = -464934.185857
  nChanged 60
		SP:Iteration 13Q (107431.180000 sec): 3 clusters
  Score: Raw -467692.040542 + Penalty 2726.911050 = -464965.129492
  nChanged 50
		SP:Iteration 14Q (107431.360000 sec): 3 clusters
  Score: Raw -467717.364192 + Penalty 2726.911050 = -464990.453142
  nChanged 42
		SP:Iteration 15Q (107431.570000 sec): 3 clusters
  Score: Raw -467737.405825 + Penalty 2726.911050 = -465010.494775
  nChanged 39
		SP:Iteration 16Q (107431.720000 sec): 3 clusters
  Score: Raw -467757.909933 + Penalty 2726.911050 = -465030.998883
  nChanged 53
		SP:Iteration 17Q (107431.890000 sec): 3 clusters
  Score: Raw -467785.385302 + Penalty 2726.911050 = -465058.474252
  nChanged 42
		SP:Iteration 18Q (107432.120000 sec): 3 clusters
  Score: Raw -467806.078726 + Penalty 2726.911050 = -465079.167676
  nChanged 41
		SP:Iteration 19Q (107432.320000 sec): 3 clusters
  Score: Raw -467823.771347 + Penalty 2726.911050 = -465096.860297
  nChanged 27
		SP:Iteration 20F (107432.460000 sec): 3 clusters
  Score: Raw -467832.397016 + Penalty 2726.911050 = -465105.485966
  nChanged 19
		SP:Iteration 21Q (107432.660000 sec): 3 clusters
  Score: Raw -467839.871816 + Penalty 2726.911050 = -465112.960766
  nChanged 14
		SP:Iteration 22Q (107432.810000 sec): 3 clusters
  Score: Raw -467844.595958 + Penalty 2726.911050 = -465117.684908
  nChanged 8
		SP:Iteration 23Q (107432.980000 sec): 3 clusters
  Score: Raw -467847.125463 + Penalty 2726.911050 = -465120.214413
  nChanged 10
		SP:Iteration 24Q (107433.140000 sec): 3 clusters
  Score: Raw -467851.386975 + Penalty 2726.911050 = -465124.475925
  nChanged 9
		SP:Iteration 25Q (107433.280000 sec): 3 clusters
  Score: Raw -467854.322109 + Penalty 2726.911050 = -465127.411059
  nChanged 8
		SP:Iteration 26Q (107433.410000 sec): 3 clusters
  Score: Raw -467857.911592 + Penalty 2726.911050 = -465131.000542
  nChanged 7
		SP:Iteration 27Q (107433.570000 sec): 3 clusters
  Score: Raw -467861.432367 + Penalty 2726.911050 = -465134.521317
  nChanged 12
		SP:Iteration 28Q (107433.720000 sec): 3 clusters
  Score: Raw -467865.322750 + Penalty 2726.911050 = -465138.411700
  nChanged 4
		SP:Iteration 29Q (107433.920000 sec): 3 clusters
  Score: Raw -467866.658636 + Penalty 2726.911050 = -465139.747586
  nChanged 5
		SP:Iteration 30Q (107434.050000 sec): 3 clusters
  Score: Raw -467869.544326 + Penalty 2726.911050 = -465142.633276
  nChanged 4
		SP:Iteration 31Q (107434.290000 sec): 3 clusters
  Score: Raw -467871.083981 + Penalty 2726.911050 = -465144.172931
  nChanged 3
		SP:Iteration 32Q (107434.460000 sec): 3 clusters
  Score: Raw -467871.747642 + Penalty 2726.911050 = -465144.836592
  nChanged 1
		SP:Iteration 33Q (107434.680000 sec): 3 clusters
  Score: Raw -467872.490446 + Penalty 2726.911050 = -465145.579396
  nChanged 1
		SP:Iteration 34Q (107434.840000 sec): 3 clusters
  Score: Raw -467872.758330 + Penalty 2726.911050 = -465145.847280
  nChanged 1
		SP:Iteration 35Q (107435.020000 sec): 3 clusters
  Score: Raw -467872.955898 + Penalty 2726.911050 = -465146.044848
  nChanged 3
		SP:Iteration 36Q (107435.160000 sec): 3 clusters
  Score: Raw -467874.066130 + Penalty 2726.911050 = -465147.155080
  nChanged 3
		SP:Iteration 37Q (107435.340000 sec): 3 clusters
  Score: Raw -467875.562971 + Penalty 2726.911050 = -465148.651921
  nChanged 3
		SP:Iteration 38Q (107435.520000 sec): 3 clusters
  Score: Raw -467877.003612 + Penalty 2726.911050 = -465150.092562
  nChanged 5
		SP:Iteration 39Q (107435.710000 sec): 3 clusters
  Score: Raw -467879.073495 + Penalty 2726.911050 = -465152.162445
  nChanged 3
		SP:Iteration 40F (107435.920000 sec): 3 clusters
  Score: Raw -467879.958825 + Penalty 2726.911050 = -465153.047775
  nChanged 3
		SP:Iteration 41Q (107436.080000 sec): 3 clusters
  Score: Raw -467880.422433 + Penalty 2726.911050 = -465153.511383
  nChanged 3
		SP:Iteration 42Q (107436.310000 sec): 3 clusters
  Score: Raw -467881.245446 + Penalty 2726.911050 = -465154.334397
  nChanged 4
		SP:Iteration 43Q (107436.460000 sec): 3 clusters
  Score: Raw -467882.080535 + Penalty 2726.911050 = -465155.169485
  nChanged 3
		SP:Iteration 44Q (107436.640000 sec): 3 clusters
  Score: Raw -467882.841646 + Penalty 2726.911050 = -465155.930596
  nChanged 4
		SP:Iteration 45Q (107436.820000 sec): 3 clusters
  Score: Raw -467883.783822 + Penalty 2726.911050 = -465156.872772
  nChanged 4
		SP:Iteration 46Q (107437.030000 sec): 3 clusters
  Score: Raw -467884.713065 + Penalty 2726.911050 = -465157.802015
  nChanged 4
		SP:Iteration 47Q (107437.200000 sec): 3 clusters
  Score: Raw -467885.742592 + Penalty 2726.911050 = -465158.831542
  nChanged 2
		SP:Iteration 48Q (107437.380000 sec): 3 clusters
  Score: Raw -467886.527215 + Penalty 2726.911050 = -465159.616165
  nChanged 2
		SP:Iteration 49Q (107437.570000 sec): 3 clusters
  Score: Raw -467886.915171 + Penalty 2726.911050 = -465160.004121
  nChanged 1
		SP:Iteration 50Q (107437.760000 sec): 3 clusters
  Score: Raw -467887.111719 + Penalty 2726.911050 = -465160.200669
  nChanged 3
		SP:Iteration 51Q (107437.950000 sec): 3 clusters
  Score: Raw -467887.725795 + Penalty 2726.911050 = -465160.814745
  nChanged 3
		SP:Iteration 52Q (107438.180000 sec): 3 clusters
  Score: Raw -467888.127221 + Penalty 2726.911050 = -465161.216171
  nChanged 3
		SP:Iteration 53Q (107438.360000 sec): 3 clusters
  Score: Raw -467889.094860 + Penalty 2726.911050 = -465162.183810
  nChanged 5
		SP:Iteration 54Q (107438.500000 sec): 3 clusters
  Score: Raw -467890.389072 + Penalty 2726.911050 = -465163.478022
  nChanged 5
		SP:Iteration 55Q (107438.670000 sec): 3 clusters
  Score: Raw -467891.382523 + Penalty 2726.911050 = -465164.471473
  nChanged 3
		SP:Iteration 56Q (107438.840000 sec): 3 clusters
  Score: Raw -467892.145711 + Penalty 2726.911050 = -465165.234661
  nChanged 3
		SP:Iteration 57Q (107439.020000 sec): 3 clusters
  Score: Raw -467892.790025 + Penalty 2726.911050 = -465165.878975
  nChanged 4
		SP:Iteration 58Q (107439.200000 sec): 3 clusters
  Score: Raw -467894.065137 + Penalty 2726.911050 = -465167.154087
  nChanged 6
		SP:Iteration 59Q (107439.370000 sec): 3 clusters
  Score: Raw -467895.800665 + Penalty 2726.911050 = -465168.889615
  nChanged 5
		SP:Iteration 60F (107439.580000 sec): 3 clusters
  Score: Raw -467897.100631 + Penalty 2726.911050 = -465170.189581
  nChanged 4
		SP:Iteration 61Q (107439.800000 sec): 3 clusters
  Score: Raw -467899.057419 + Penalty 2726.911050 = -465172.146369
  nChanged 7
		SP:Iteration 62Q (107439.980000 sec): 3 clusters
  Score: Raw -467902.474031 + Penalty 2726.911050 = -465175.562981
  nChanged 2
		SP:Iteration 63Q (107440.160000 sec): 3 clusters
  Score: Raw -467903.547599 + Penalty 2726.911050 = -465176.636549
  nChanged 3
		SP:Iteration 64Q (107440.390000 sec): 3 clusters
  Score: Raw -467904.627922 + Penalty 2726.911050 = -465177.716872
  nChanged 2
		SP:Iteration 65Q (107440.570000 sec): 3 clusters
  Score: Raw -467904.963295 + Penalty 2726.911050 = -465178.052245
  nChanged 2
		SP:Iteration 66Q (107440.760000 sec): 3 clusters
  Score: Raw -467906.053830 + Penalty 2726.911050 = -465179.142780
  nChanged 2
		SP:Iteration 67Q (107440.930000 sec): 3 clusters
  Score: Raw -467907.786929 + Penalty 2726.911050 = -465180.875879
  nChanged 5
		SP:Iteration 68Q (107441.140000 sec): 3 clusters
  Score: Raw -467909.086162 + Penalty 2726.911050 = -465182.175112
  nChanged 1
		SP:Iteration 69Q (107441.330000 sec): 3 clusters
  Score: Raw -467909.278155 + Penalty 2726.911050 = -465182.367105
  nChanged 2
		SP:Iteration 70Q (107441.500000 sec): 3 clusters
  Score: Raw -467909.750241 + Penalty 2726.911050 = -465182.839191
  nChanged 0
		SP:Iteration 71F (107441.690000 sec): 3 clusters
  Score: Raw -467909.750241 + Penalty 2726.911050 = -465182.839191
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (3065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107441.830000 sec): 2 clusters
  Score: Raw -292027.011591 + Penalty 1304.517963 = -290722.493628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107441.980000 sec): 3 clusters
  Score: Raw -290642.105991 + Penalty 2609.035926 = -288033.070066
  nChanged 1161
		SP:Iteration 1F (107442.180000 sec): 3 clusters
  Score: Raw -291591.702362 + Penalty 2609.035926 = -288982.666437
  nChanged 326
		SP:Iteration 2F (107442.370000 sec): 3 clusters
  Score: Raw -291892.584709 + Penalty 2609.035926 = -289283.548784
  nChanged 210
		SP:Iteration 3F (107442.570000 sec): 3 clusters
  Score: Raw -292078.202875 + Penalty 2609.035926 = -289469.166949
  nChanged 168
		SP:Iteration 4F (107442.780000 sec): 3 clusters
  Score: Raw -292213.920975 + Penalty 2609.035926 = -289604.885049
  nChanged 136
		SP:Iteration 5Q (107442.950000 sec): 3 clusters
  Score: Raw -292329.389624 + Penalty 2609.035926 = -289720.353699
  nChanged 110
		SP:Iteration 6Q (107443.110000 sec): 3 clusters
  Score: Raw -292404.283051 + Penalty 2609.035926 = -289795.247126
  nChanged 80
		SP:Iteration 7Q (107443.300000 sec): 3 clusters
  Score: Raw -292459.683333 + Penalty 2609.035926 = -289850.647407
  nChanged 73
		SP:Iteration 8Q (107443.460000 sec): 3 clusters
  Score: Raw -292498.844140 + Penalty 2609.035926 = -289889.808214
  nChanged 56
		SP:Iteration 9Q (107443.650000 sec): 3 clusters
  Score: Raw -292528.178464 + Penalty 2609.035926 = -289919.142538
  nChanged 44
		SP:Iteration 10Q (107443.850000 sec): 3 clusters
  Score: Raw -292552.322448 + Penalty 2609.035926 = -289943.286522
  nChanged 34
		SP:Iteration 11Q (107444.010000 sec): 3 clusters
  Score: Raw -292570.974419 + Penalty 2609.035926 = -289961.938493
  nChanged 32
		SP:Iteration 12Q (107444.180000 sec): 3 clusters
  Score: Raw -292591.881936 + Penalty 2609.035926 = -289982.846010
  nChanged 31
		SP:Iteration 13Q (107444.400000 sec): 3 clusters
  Score: Raw -292612.880071 + Penalty 2609.035926 = -290003.844146
  nChanged 31
		SP:Iteration 14Q (107444.550000 sec): 3 clusters
  Score: Raw -292629.653916 + Penalty 2609.035926 = -290020.617991
  nChanged 26
		SP:Iteration 15Q (107444.760000 sec): 3 clusters
  Score: Raw -292640.243217 + Penalty 2609.035926 = -290031.207291
  nChanged 25
		SP:Iteration 16Q (107444.930000 sec): 3 clusters
  Score: Raw -292649.652889 + Penalty 2609.035926 = -290040.616963
  nChanged 22
		SP:Iteration 17Q (107445.100000 sec): 3 clusters
  Score: Raw -292662.730576 + Penalty 2609.035926 = -290053.694650
  nChanged 20
		SP:Iteration 18Q (107445.250000 sec): 3 clusters
  Score: Raw -292670.017149 + Penalty 2609.035926 = -290060.981224
  nChanged 15
		SP:Iteration 19Q (107445.410000 sec): 3 clusters
  Score: Raw -292677.160490 + Penalty 2609.035926 = -290068.124565
  nChanged 16
		SP:Iteration 20F (107445.560000 sec): 3 clusters
  Score: Raw -292689.203857 + Penalty 2609.035926 = -290080.167932
  nChanged 27
		SP:Iteration 21Q (107445.720000 sec): 3 clusters
  Score: Raw -292707.873162 + Penalty 2609.035926 = -290098.837237
  nChanged 29
		SP:Iteration 22Q (107445.900000 sec): 3 clusters
  Score: Raw -292721.572795 + Penalty 2609.035926 = -290112.536870
  nChanged 22
		SP:Iteration 23Q (107446.120000 sec): 3 clusters
  Score: Raw -292733.056888 + Penalty 2609.035926 = -290124.020963
  nChanged 26
		SP:Iteration 24Q (107446.280000 sec): 3 clusters
  Score: Raw -292749.880616 + Penalty 2609.035926 = -290140.844691
  nChanged 27
		SP:Iteration 25Q (107446.520000 sec): 3 clusters
  Score: Raw -292762.307299 + Penalty 2609.035926 = -290153.271374
  nChanged 31
		SP:Iteration 26Q (107446.660000 sec): 3 clusters
  Score: Raw -292777.892023 + Penalty 2609.035926 = -290168.856097
  nChanged 33
		SP:Iteration 27Q (107446.880000 sec): 3 clusters
  Score: Raw -292797.957587 + Penalty 2609.035926 = -290188.921662
  nChanged 30
		SP:Iteration 28Q (107447.080000 sec): 3 clusters
  Score: Raw -292815.752265 + Penalty 2609.035926 = -290206.716339
  nChanged 35
		SP:Iteration 29Q (107447.240000 sec): 3 clusters
  Score: Raw -292838.320567 + Penalty 2609.035926 = -290229.284641
  nChanged 35
		SP:Iteration 30Q (107447.390000 sec): 3 clusters
  Score: Raw -292863.960950 + Penalty 2609.035926 = -290254.925024
  nChanged 32
		SP:Iteration 31Q (107447.580000 sec): 3 clusters
  Score: Raw -292885.984933 + Penalty 2609.035926 = -290276.949007
  nChanged 33
		SP:Iteration 32Q (107447.770000 sec): 3 clusters
  Score: Raw -292903.013851 + Penalty 2609.035926 = -290293.977925
  nChanged 23
		SP:Iteration 33Q (107447.980000 sec): 3 clusters
  Score: Raw -292915.213955 + Penalty 2609.035926 = -290306.178029
  nChanged 20
		SP:Iteration 34Q (107448.160000 sec): 3 clusters
  Score: Raw -292923.024136 + Penalty 2609.035926 = -290313.988211
  nChanged 17
		SP:Iteration 35Q (107448.350000 sec): 3 clusters
  Score: Raw -292927.954493 + Penalty 2609.035926 = -290318.918568
  nChanged 9
		SP:Iteration 36Q (107448.510000 sec): 3 clusters
  Score: Raw -292932.323125 + Penalty 2609.035926 = -290323.287199
  nChanged 10
		SP:Iteration 37Q (107448.710000 sec): 3 clusters
  Score: Raw -292935.577894 + Penalty 2609.035926 = -290326.541968
  nChanged 7
		SP:Iteration 38Q (107448.900000 sec): 3 clusters
  Score: Raw -292938.037519 + Penalty 2609.035926 = -290329.001593
  nChanged 6
		SP:Iteration 39Q (107449.100000 sec): 3 clusters
  Score: Raw -292939.695081 + Penalty 2609.035926 = -290330.659155
  nChanged 1
		SP:Iteration 40F (107449.280000 sec): 3 clusters
  Score: Raw -292940.174053 + Penalty 2609.035926 = -290331.138127
  nChanged 1
		SP:Iteration 41Q (107449.500000 sec): 3 clusters
  Score: Raw -292940.602448 + Penalty 2609.035926 = -290331.566522
  nChanged 1
		SP:Iteration 42Q (107449.660000 sec): 3 clusters
  Score: Raw -292940.722709 + Penalty 2609.035926 = -290331.686783
  nChanged 0
		SP:Iteration 43F (107449.830000 sec): 3 clusters
  Score: Raw -292940.722709 + Penalty 2609.035926 = -290331.686783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (13272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107449.990000 sec): 2 clusters
  Score: Raw -1385324.322525 + Penalty 1542.679423 = -1383781.643102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107450.250000 sec): 3 clusters
  Score: Raw -1377544.933798 + Penalty 3085.358845 = -1374459.574953
  nChanged 5940
		SP:Iteration 1F (107450.490000 sec): 3 clusters
  Score: Raw -1380865.932438 + Penalty 3085.358845 = -1377780.573592
  nChanged 876
		SP:Iteration 2F (107450.730000 sec): 3 clusters
  Score: Raw -1381284.701419 + Penalty 3085.358845 = -1378199.342574
  nChanged 758
		SP:Iteration 3F (107450.970000 sec): 3 clusters
  Score: Raw -1381641.093825 + Penalty 3085.358845 = -1378555.734979
  nChanged 691
		SP:Iteration 4F (107451.200000 sec): 3 clusters
  Score: Raw -1381940.200890 + Penalty 3085.358845 = -1378854.842045
  nChanged 575
		SP:Iteration 5Q (107451.450000 sec): 3 clusters
  Score: Raw -1382183.817393 + Penalty 3085.358845 = -1379098.458547
  nChanged 549
		SP:Iteration 6Q (107451.710000 sec): 3 clusters
  Score: Raw -1382434.840297 + Penalty 3085.358845 = -1379349.481452
  nChanged 510
		SP:Iteration 7Q (107451.930000 sec): 3 clusters
  Score: Raw -1382644.217448 + Penalty 3085.358845 = -1379558.858602
  nChanged 478
		SP:Iteration 8Q (107452.190000 sec): 3 clusters
  Score: Raw -1382847.330185 + Penalty 3085.358845 = -1379761.971340
  nChanged 455
		SP:Iteration 9Q (107452.400000 sec): 3 clusters
  Score: Raw -1383029.762786 + Penalty 3085.358845 = -1379944.403941
  nChanged 450
		SP:Iteration 10Q (107452.630000 sec): 3 clusters
  Score: Raw -1383217.032119 + Penalty 3085.358845 = -1380131.673273
  nChanged 437
		SP:Iteration 11Q (107452.830000 sec): 3 clusters
  Score: Raw -1383400.989424 + Penalty 3085.358845 = -1380315.630579
  nChanged 433
		SP:Iteration 12Q (107453.010000 sec): 3 clusters
  Score: Raw -1383608.348576 + Penalty 3085.358845 = -1380522.989730
  nChanged 436
		SP:Iteration 13Q (107453.270000 sec): 3 clusters
  Score: Raw -1383818.859561 + Penalty 3085.358845 = -1380733.500716
  nChanged 422
		SP:Iteration 14Q (107453.530000 sec): 3 clusters
  Score: Raw -1384015.034325 + Penalty 3085.358845 = -1380929.675480
  nChanged 356
		SP:Iteration 15Q (107453.770000 sec): 3 clusters
  Score: Raw -1384167.206761 + Penalty 3085.358845 = -1381081.847916
  nChanged 293
		SP:Iteration 16Q (107454.030000 sec): 3 clusters
  Score: Raw -1384280.015829 + Penalty 3085.358845 = -1381194.656983
  nChanged 282
		SP:Iteration 17Q (107454.280000 sec): 3 clusters
  Score: Raw -1384384.886900 + Penalty 3085.358845 = -1381299.528055
  nChanged 227
		SP:Iteration 18Q (107454.490000 sec): 3 clusters
  Score: Raw -1384464.086089 + Penalty 3085.358845 = -1381378.727244
  nChanged 202
		SP:Iteration 19Q (107454.730000 sec): 3 clusters
  Score: Raw -1384526.014592 + Penalty 3085.358845 = -1381440.655746
  nChanged 190
		SP:Iteration 20F (107455.010000 sec): 3 clusters
  Score: Raw -1384581.422395 + Penalty 3085.358845 = -1381496.063549
  nChanged 149
		SP:Iteration 21Q (107455.250000 sec): 3 clusters
  Score: Raw -1384630.282479 + Penalty 3085.358845 = -1381544.923634
  nChanged 154
		SP:Iteration 22Q (107455.510000 sec): 3 clusters
  Score: Raw -1384683.573409 + Penalty 3085.358845 = -1381598.214564
  nChanged 141
		SP:Iteration 23Q (107455.770000 sec): 3 clusters
  Score: Raw -1384727.409643 + Penalty 3085.358845 = -1381642.050797
  nChanged 130
		SP:Iteration 24Q (107456.040000 sec): 3 clusters
  Score: Raw -1384762.611987 + Penalty 3085.358845 = -1381677.253142
  nChanged 127
		SP:Iteration 25Q (107456.290000 sec): 3 clusters
  Score: Raw -1384798.599890 + Penalty 3085.358845 = -1381713.241044
  nChanged 107
		SP:Iteration 26Q (107456.540000 sec): 3 clusters
  Score: Raw -1384829.701896 + Penalty 3085.358845 = -1381744.343051
  nChanged 110
		SP:Iteration 27Q (107456.780000 sec): 3 clusters
  Score: Raw -1384861.337896 + Penalty 3085.358845 = -1381775.979051
  nChanged 121
		SP:Iteration 28Q (107457.000000 sec): 3 clusters
  Score: Raw -1384896.609089 + Penalty 3085.358845 = -1381811.250244
  nChanged 119
		SP:Iteration 29Q (107457.270000 sec): 3 clusters
  Score: Raw -1384929.350833 + Penalty 3085.358845 = -1381843.991988
  nChanged 110
		SP:Iteration 30Q (107457.520000 sec): 3 clusters
  Score: Raw -1384961.337685 + Penalty 3085.358845 = -1381875.978840
  nChanged 107
		SP:Iteration 31Q (107457.780000 sec): 3 clusters
  Score: Raw -1384996.710203 + Penalty 3085.358845 = -1381911.351358
  nChanged 111
		SP:Iteration 32Q (107457.990000 sec): 3 clusters
  Score: Raw -1385028.358547 + Penalty 3085.358845 = -1381942.999702
  nChanged 100
		SP:Iteration 33Q (107458.230000 sec): 3 clusters
  Score: Raw -1385054.147627 + Penalty 3085.358845 = -1381968.788782
  nChanged 83
		SP:Iteration 34Q (107458.490000 sec): 3 clusters
  Score: Raw -1385075.965373 + Penalty 3085.358845 = -1381990.606528
  nChanged 82
		SP:Iteration 35Q (107458.740000 sec): 3 clusters
  Score: Raw -1385096.306598 + Penalty 3085.358845 = -1382010.947752
  nChanged 90
		SP:Iteration 36Q (107459.030000 sec): 3 clusters
  Score: Raw -1385118.085718 + Penalty 3085.358845 = -1382032.726873
  nChanged 80
		SP:Iteration 37Q (107459.270000 sec): 3 clusters
  Score: Raw -1385138.322291 + Penalty 3085.358845 = -1382052.963446
  nChanged 93
		SP:Iteration 38Q (107459.500000 sec): 3 clusters
  Score: Raw -1385164.716579 + Penalty 3085.358845 = -1382079.357733
  nChanged 91
		SP:Iteration 39Q (107459.700000 sec): 3 clusters
  Score: Raw -1385192.443469 + Penalty 3085.358845 = -1382107.084623
  nChanged 93
		SP:Iteration 40F (107459.950000 sec): 3 clusters
  Score: Raw -1385218.514102 + Penalty 3085.358845 = -1382133.155257
  nChanged 92
		SP:Iteration 41Q (107460.180000 sec): 3 clusters
  Score: Raw -1385247.379740 + Penalty 3085.358845 = -1382162.020894
  nChanged 101
		SP:Iteration 42Q (107460.390000 sec): 3 clusters
  Score: Raw -1385280.514993 + Penalty 3085.358845 = -1382195.156148
  nChanged 115
		SP:Iteration 43Q (107460.650000 sec): 3 clusters
  Score: Raw -1385325.493823 + Penalty 3085.358845 = -1382240.134978
  nChanged 106
		SP:Iteration 44Q (107460.890000 sec): 3 clusters
  Score: Raw -1385369.223765 + Penalty 3085.358845 = -1382283.864920
  nChanged 107
		SP:Iteration 45Q (107461.110000 sec): 3 clusters
  Score: Raw -1385407.952440 + Penalty 3085.358845 = -1382322.593594
  nChanged 103
		SP:Iteration 46Q (107461.350000 sec): 3 clusters
  Score: Raw -1385446.265355 + Penalty 3085.358845 = -1382360.906509
  nChanged 113
		SP:Iteration 47Q (107461.620000 sec): 3 clusters
  Score: Raw -1385496.637205 + Penalty 3085.358845 = -1382411.278360
  nChanged 111
		SP:Iteration 48Q (107461.820000 sec): 3 clusters
  Score: Raw -1385542.516564 + Penalty 3085.358845 = -1382457.157718
  nChanged 85
		SP:Iteration 49Q (107462.100000 sec): 3 clusters
  Score: Raw -1385572.446676 + Penalty 3085.358845 = -1382487.087831
  nChanged 80
		SP:Iteration 50Q (107462.310000 sec): 3 clusters
  Score: Raw -1385607.678435 + Penalty 3085.358845 = -1382522.319590
  nChanged 79
		SP:Iteration 51Q (107462.500000 sec): 3 clusters
  Score: Raw -1385639.580195 + Penalty 3085.358845 = -1382554.221350
  nChanged 73
		SP:Iteration 52Q (107462.790000 sec): 3 clusters
  Score: Raw -1385669.662357 + Penalty 3085.358845 = -1382584.303512
  nChanged 74
		SP:Iteration 53Q (107463.030000 sec): 3 clusters
  Score: Raw -1385702.543997 + Penalty 3085.358845 = -1382617.185152
  nChanged 76
		SP:Iteration 54Q (107463.240000 sec): 3 clusters
  Score: Raw -1385739.861545 + Penalty 3085.358845 = -1382654.502700
  nChanged 89
		SP:Iteration 55Q (107463.480000 sec): 3 clusters
  Score: Raw -1385784.666870 + Penalty 3085.358845 = -1382699.308025
  nChanged 88
		SP:Iteration 56Q (107463.720000 sec): 3 clusters
  Score: Raw -1385835.879802 + Penalty 3085.358845 = -1382750.520957
  nChanged 85
		SP:Iteration 57Q (107463.980000 sec): 3 clusters
  Score: Raw -1385880.371263 + Penalty 3085.358845 = -1382795.012418
  nChanged 68
		SP:Iteration 58Q (107464.200000 sec): 3 clusters
  Score: Raw -1385908.023954 + Penalty 3085.358845 = -1382822.665108
  nChanged 49
		SP:Iteration 59Q (107464.450000 sec): 3 clusters
  Score: Raw -1385928.803285 + Penalty 3085.358845 = -1382843.444439
  nChanged 41
		SP:Iteration 60F (107464.670000 sec): 3 clusters
  Score: Raw -1385948.130509 + Penalty 3085.358845 = -1382862.771664
  nChanged 41
		SP:Iteration 61Q (107464.930000 sec): 3 clusters
  Score: Raw -1385964.088198 + Penalty 3085.358845 = -1382878.729352
  nChanged 35
		SP:Iteration 62Q (107465.190000 sec): 3 clusters
  Score: Raw -1385974.320373 + Penalty 3085.358845 = -1382888.961528
  nChanged 22
		SP:Iteration 63Q (107465.410000 sec): 3 clusters
  Score: Raw -1385981.528074 + Penalty 3085.358845 = -1382896.169228
  nChanged 19
		SP:Iteration 64Q (107465.670000 sec): 3 clusters
  Score: Raw -1385989.965437 + Penalty 3085.358845 = -1382904.606592
  nChanged 25
		SP:Iteration 65Q (107465.840000 sec): 3 clusters
  Score: Raw -1385998.971151 + Penalty 3085.358845 = -1382913.612306
  nChanged 27
		SP:Iteration 66Q (107466.110000 sec): 3 clusters
  Score: Raw -1386006.504154 + Penalty 3085.358845 = -1382921.145309
  nChanged 17
		SP:Iteration 67Q (107466.370000 sec): 3 clusters
  Score: Raw -1386013.924485 + Penalty 3085.358845 = -1382928.565640
  nChanged 23
		SP:Iteration 68Q (107466.580000 sec): 3 clusters
  Score: Raw -1386022.443737 + Penalty 3085.358845 = -1382937.084892
  nChanged 20
		SP:Iteration 69Q (107466.810000 sec): 3 clusters
  Score: Raw -1386030.569163 + Penalty 3085.358845 = -1382945.210318
  nChanged 22
		SP:Iteration 70Q (107467.050000 sec): 3 clusters
  Score: Raw -1386038.641891 + Penalty 3085.358845 = -1382953.283046
  nChanged 17
		SP:Iteration 71Q (107467.260000 sec): 3 clusters
  Score: Raw -1386044.243087 + Penalty 3085.358845 = -1382958.884242
  nChanged 11
		SP:Iteration 72Q (107467.510000 sec): 3 clusters
  Score: Raw -1386047.203738 + Penalty 3085.358845 = -1382961.844893
  nChanged 13
		SP:Iteration 73Q (107467.720000 sec): 3 clusters
  Score: Raw -1386052.984198 + Penalty 3085.358845 = -1382967.625352
  nChanged 11
		SP:Iteration 74Q (107467.930000 sec): 3 clusters
  Score: Raw -1386056.239025 + Penalty 3085.358845 = -1382970.880180
  nChanged 11
		SP:Iteration 75Q (107468.190000 sec): 3 clusters
  Score: Raw -1386060.297533 + Penalty 3085.358845 = -1382974.938688
  nChanged 8
		SP:Iteration 76Q (107468.420000 sec): 3 clusters
  Score: Raw -1386063.883476 + Penalty 3085.358845 = -1382978.524630
  nChanged 6
		SP:Iteration 77Q (107468.660000 sec): 3 clusters
  Score: Raw -1386066.482557 + Penalty 3085.358845 = -1382981.123712
  nChanged 6
		SP:Iteration 78Q (107468.890000 sec): 3 clusters
  Score: Raw -1386069.151132 + Penalty 3085.358845 = -1382983.792287
  nChanged 8
		SP:Iteration 79Q (107469.130000 sec): 3 clusters
  Score: Raw -1386072.359694 + Penalty 3085.358845 = -1382987.000848
  nChanged 10
		SP:Iteration 80F (107469.350000 sec): 3 clusters
  Score: Raw -1386075.186338 + Penalty 3085.358845 = -1382989.827493
  nChanged 5
		SP:Iteration 81Q (107469.570000 sec): 3 clusters
  Score: Raw -1386076.119445 + Penalty 3085.358845 = -1382990.760600
  nChanged 4
		SP:Iteration 82Q (107469.790000 sec): 3 clusters
  Score: Raw -1386077.281213 + Penalty 3085.358845 = -1382991.922368
  nChanged 5
		SP:Iteration 83Q (107469.990000 sec): 3 clusters
  Score: Raw -1386079.441197 + Penalty 3085.358845 = -1382994.082352
  nChanged 5
		SP:Iteration 84Q (107470.230000 sec): 3 clusters
  Score: Raw -1386080.753760 + Penalty 3085.358845 = -1382995.394915
  nChanged 4
		SP:Iteration 85Q (107470.480000 sec): 3 clusters
  Score: Raw -1386081.556980 + Penalty 3085.358845 = -1382996.198135
  nChanged 3
		SP:Iteration 86Q (107470.670000 sec): 3 clusters
  Score: Raw -1386082.059616 + Penalty 3085.358845 = -1382996.700771
  nChanged 1
		SP:Iteration 87Q (107470.880000 sec): 3 clusters
  Score: Raw -1386082.315421 + Penalty 3085.358845 = -1382996.956575
  nChanged 0
		SP:Iteration 88F (107471.130000 sec): 3 clusters
  Score: Raw -1386082.315421 + Penalty 3085.358845 = -1382996.956575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107471.240000 sec): 2 clusters
  Score: Raw -15604.924054 + Penalty 823.696933 = -14781.227122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107471.450000 sec): 3 clusters
  Score: Raw -15773.730093 + Penalty 1647.393866 = -14126.336227
  nChanged 18
		SP:Iteration 1F (107471.610000 sec): 3 clusters
  Score: Raw -15829.891089 + Penalty 1647.393866 = -14182.497223
  nChanged 2
		SP:Iteration 2Q (107471.800000 sec): 3 clusters
  Score: Raw -15836.587666 + Penalty 1647.393866 = -14189.193800
  nChanged 1
		SP:Iteration 3Q (107472.000000 sec): 3 clusters
  Score: Raw -15837.496396 + Penalty 1647.393866 = -14190.102530
  nChanged 0
		SP:Iteration 4F (107472.180000 sec): 3 clusters
  Score: Raw -15837.496396 + Penalty 1647.393866 = -14190.102530
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107472.270000 sec): 2 clusters
  Score: Raw -503295.201678 + Penalty 1369.075159 = -501926.126519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107472.470000 sec): 3 clusters
  Score: Raw -500919.440306 + Penalty 2738.150318 = -498181.289987
  nChanged 1811
		SP:Iteration 1F (107472.690000 sec): 3 clusters
  Score: Raw -501963.835491 + Penalty 2738.150318 = -499225.685173
  nChanged 380
		SP:Iteration 2F (107472.830000 sec): 3 clusters
  Score: Raw -502257.309720 + Penalty 2738.150318 = -499519.159402
  nChanged 371
		SP:Iteration 3F (107472.990000 sec): 3 clusters
  Score: Raw -502555.215517 + Penalty 2738.150318 = -499817.065199
  nChanged 328
		SP:Iteration 4F (107473.180000 sec): 3 clusters
  Score: Raw -502770.239118 + Penalty 2738.150318 = -500032.088800
  nChanged 237
		SP:Iteration 5F (107473.400000 sec): 3 clusters
  Score: Raw -502916.103888 + Penalty 2738.150318 = -500177.953569
  nChanged 172
		SP:Iteration 6Q (107473.560000 sec): 3 clusters
  Score: Raw -503021.357109 + Penalty 2738.150318 = -500283.206791
  nChanged 149
		SP:Iteration 7Q (107473.760000 sec): 3 clusters
  Score: Raw -503105.120621 + Penalty 2738.150318 = -500366.970303
  nChanged 107
		SP:Iteration 8Q (107473.940000 sec): 3 clusters
  Score: Raw -503154.002358 + Penalty 2738.150318 = -500415.852039
  nChanged 66
		SP:Iteration 9Q (107474.090000 sec): 3 clusters
  Score: Raw -503185.181898 + Penalty 2738.150318 = -500447.031580
  nChanged 57
		SP:Iteration 10Q (107474.300000 sec): 3 clusters
  Score: Raw -503207.219288 + Penalty 2738.150318 = -500469.068969
  nChanged 42
		SP:Iteration 11Q (107474.490000 sec): 3 clusters
  Score: Raw -503221.295388 + Penalty 2738.150318 = -500483.145070
  nChanged 33
		SP:Iteration 12Q (107474.670000 sec): 3 clusters
  Score: Raw -503231.965898 + Penalty 2738.150318 = -500493.815580
  nChanged 30
		SP:Iteration 13Q (107474.870000 sec): 3 clusters
  Score: Raw -503239.969832 + Penalty 2738.150318 = -500501.819514
  nChanged 14
		SP:Iteration 14Q (107475.100000 sec): 3 clusters
  Score: Raw -503243.454102 + Penalty 2738.150318 = -500505.303783
  nChanged 11
		SP:Iteration 15Q (107475.250000 sec): 3 clusters
  Score: Raw -503246.475805 + Penalty 2738.150318 = -500508.325487
  nChanged 14
		SP:Iteration 16Q (107475.450000 sec): 3 clusters
  Score: Raw -503250.698536 + Penalty 2738.150318 = -500512.548218
  nChanged 12
		SP:Iteration 17Q (107475.650000 sec): 3 clusters
  Score: Raw -503254.424997 + Penalty 2738.150318 = -500516.274678
  nChanged 13
		SP:Iteration 18Q (107475.840000 sec): 3 clusters
  Score: Raw -503257.958853 + Penalty 2738.150318 = -500519.808534
  nChanged 14
		SP:Iteration 19Q (107476.010000 sec): 3 clusters
  Score: Raw -503261.360946 + Penalty 2738.150318 = -500523.210628
  nChanged 9
		SP:Iteration 20F (107476.230000 sec): 3 clusters
  Score: Raw -503263.978336 + Penalty 2738.150318 = -500525.828018
  nChanged 5
		SP:Iteration 21Q (107476.390000 sec): 3 clusters
  Score: Raw -503265.459247 + Penalty 2738.150318 = -500527.308929
  nChanged 5
		SP:Iteration 22Q (107476.620000 sec): 3 clusters
  Score: Raw -503267.147697 + Penalty 2738.150318 = -500528.997379
  nChanged 3
		SP:Iteration 23Q (107476.790000 sec): 3 clusters
  Score: Raw -503267.850690 + Penalty 2738.150318 = -500529.700371
  nChanged 3
		SP:Iteration 24Q (107477.040000 sec): 3 clusters
  Score: Raw -503268.663333 + Penalty 2738.150318 = -500530.513015
  nChanged 4
		SP:Iteration 25Q (107477.200000 sec): 3 clusters
  Score: Raw -503269.696522 + Penalty 2738.150318 = -500531.546204
  nChanged 1
		SP:Iteration 26Q (107477.420000 sec): 3 clusters
  Score: Raw -503270.071590 + Penalty 2738.150318 = -500531.921272
  nChanged 1
		SP:Iteration 27Q (107477.620000 sec): 3 clusters
  Score: Raw -503270.191939 + Penalty 2738.150318 = -500532.041621
  nChanged 1
		SP:Iteration 28Q (107477.840000 sec): 3 clusters
  Score: Raw -503270.295367 + Penalty 2738.150318 = -500532.145049
  nChanged 1
		SP:Iteration 29Q (107478.040000 sec): 3 clusters
  Score: Raw -503270.374150 + Penalty 2738.150318 = -500532.223832
  nChanged 2
		SP:Iteration 30Q (107478.250000 sec): 3 clusters
  Score: Raw -503270.752055 + Penalty 2738.150318 = -500532.601737
  nChanged 3
		SP:Iteration 31Q (107478.440000 sec): 3 clusters
  Score: Raw -503271.444562 + Penalty 2738.150318 = -500533.294244
  nChanged 5
		SP:Iteration 32Q (107478.600000 sec): 3 clusters
  Score: Raw -503272.634981 + Penalty 2738.150318 = -500534.484663
  nChanged 9
		SP:Iteration 33Q (107478.780000 sec): 3 clusters
  Score: Raw -503274.813117 + Penalty 2738.150318 = -500536.662799
  nChanged 7
		SP:Iteration 34Q (107478.970000 sec): 3 clusters
  Score: Raw -503276.473931 + Penalty 2738.150318 = -500538.323613
  nChanged 8
		SP:Iteration 35Q (107479.200000 sec): 3 clusters
  Score: Raw -503278.439917 + Penalty 2738.150318 = -500540.289599
  nChanged 4
		SP:Iteration 36Q (107479.340000 sec): 3 clusters
  Score: Raw -503279.522152 + Penalty 2738.150318 = -500541.371833
  nChanged 8
		SP:Iteration 37Q (107479.520000 sec): 3 clusters
  Score: Raw -503281.982073 + Penalty 2738.150318 = -500543.831754
  nChanged 8
		SP:Iteration 38Q (107479.700000 sec): 3 clusters
  Score: Raw -503284.031070 + Penalty 2738.150318 = -500545.880752
  nChanged 5
		SP:Iteration 39Q (107479.900000 sec): 3 clusters
  Score: Raw -503285.061896 + Penalty 2738.150318 = -500546.911578
  nChanged 3
		SP:Iteration 40F (107480.090000 sec): 3 clusters
  Score: Raw -503286.093524 + Penalty 2738.150318 = -500547.943206
  nChanged 4
		SP:Iteration 41Q (107480.290000 sec): 3 clusters
  Score: Raw -503287.036202 + Penalty 2738.150318 = -500548.885884
  nChanged 6
		SP:Iteration 42Q (107480.480000 sec): 3 clusters
  Score: Raw -503288.368647 + Penalty 2738.150318 = -500550.218328
  nChanged 4
		SP:Iteration 43Q (107480.660000 sec): 3 clusters
  Score: Raw -503289.412518 + Penalty 2738.150318 = -500551.262199
  nChanged 8
		SP:Iteration 44Q (107480.890000 sec): 3 clusters
  Score: Raw -503292.829809 + Penalty 2738.150318 = -500554.679491
  nChanged 7
		SP:Iteration 45Q (107481.090000 sec): 3 clusters
  Score: Raw -503294.899067 + Penalty 2738.150318 = -500556.748748
  nChanged 10
		SP:Iteration 46Q (107481.250000 sec): 3 clusters
  Score: Raw -503297.763317 + Penalty 2738.150318 = -500559.612999
  nChanged 8
		SP:Iteration 47Q (107481.420000 sec): 3 clusters
  Score: Raw -503299.573525 + Penalty 2738.150318 = -500561.423207
  nChanged 7
		SP:Iteration 48Q (107481.600000 sec): 3 clusters
  Score: Raw -503301.460740 + Penalty 2738.150318 = -500563.310422
  nChanged 7
		SP:Iteration 49Q (107481.820000 sec): 3 clusters
  Score: Raw -503303.723330 + Penalty 2738.150318 = -500565.573012
  nChanged 9
		SP:Iteration 50Q (107481.980000 sec): 3 clusters
  Score: Raw -503306.867711 + Penalty 2738.150318 = -500568.717392
  nChanged 9
		SP:Iteration 51Q (107482.140000 sec): 3 clusters
  Score: Raw -503309.818165 + Penalty 2738.150318 = -500571.667847
  nChanged 8
		SP:Iteration 52Q (107482.330000 sec): 3 clusters
  Score: Raw -503311.646110 + Penalty 2738.150318 = -500573.495792
  nChanged 8
		SP:Iteration 53Q (107482.510000 sec): 3 clusters
  Score: Raw -503313.972172 + Penalty 2738.150318 = -500575.821854
  nChanged 9
		SP:Iteration 54Q (107482.730000 sec): 3 clusters
  Score: Raw -503316.605027 + Penalty 2738.150318 = -500578.454709
  nChanged 4
		SP:Iteration 55Q (107482.880000 sec): 3 clusters
  Score: Raw -503317.624736 + Penalty 2738.150318 = -500579.474417
  nChanged 5
		SP:Iteration 56Q (107483.110000 sec): 3 clusters
  Score: Raw -503319.432952 + Penalty 2738.150318 = -500581.282634
  nChanged 10
		SP:Iteration 57Q (107483.270000 sec): 3 clusters
  Score: Raw -503322.665792 + Penalty 2738.150318 = -500584.515473
  nChanged 14
		SP:Iteration 58Q (107483.480000 sec): 3 clusters
  Score: Raw -503327.897911 + Penalty 2738.150318 = -500589.747593
  nChanged 14
		SP:Iteration 59Q (107483.630000 sec): 3 clusters
  Score: Raw -503332.698378 + Penalty 2738.150318 = -500594.548060
  nChanged 9
		SP:Iteration 60F (107483.870000 sec): 3 clusters
  Score: Raw -503335.586279 + Penalty 2738.150318 = -500597.435961
  nChanged 11
		SP:Iteration 61Q (107484.010000 sec): 3 clusters
  Score: Raw -503339.020326 + Penalty 2738.150318 = -500600.870007
  nChanged 10
		SP:Iteration 62Q (107484.220000 sec): 3 clusters
  Score: Raw -503342.586486 + Penalty 2738.150318 = -500604.436168
  nChanged 11
		SP:Iteration 63Q (107484.390000 sec): 3 clusters
  Score: Raw -503347.644448 + Penalty 2738.150318 = -500609.494130
  nChanged 15
		SP:Iteration 64Q (107484.590000 sec): 3 clusters
  Score: Raw -503353.083739 + Penalty 2738.150318 = -500614.933421
  nChanged 10
		SP:Iteration 65Q (107484.750000 sec): 3 clusters
  Score: Raw -503356.012899 + Penalty 2738.150318 = -500617.862580
  nChanged 10
		SP:Iteration 66Q (107484.950000 sec): 3 clusters
  Score: Raw -503360.808415 + Penalty 2738.150318 = -500622.658097
  nChanged 10
		SP:Iteration 67Q (107485.140000 sec): 3 clusters
  Score: Raw -503365.451652 + Penalty 2738.150318 = -500627.301334
  nChanged 8
		SP:Iteration 68Q (107485.340000 sec): 3 clusters
  Score: Raw -503369.097845 + Penalty 2738.150318 = -500630.947527
  nChanged 10
		SP:Iteration 69Q (107485.510000 sec): 3 clusters
  Score: Raw -503373.779470 + Penalty 2738.150318 = -500635.629152
  nChanged 10
		SP:Iteration 70Q (107485.720000 sec): 3 clusters
  Score: Raw -503377.850703 + Penalty 2738.150318 = -500639.700384
  nChanged 11
		SP:Iteration 71Q (107485.880000 sec): 3 clusters
  Score: Raw -503381.670063 + Penalty 2738.150318 = -500643.519744
  nChanged 9
		SP:Iteration 72Q (107486.100000 sec): 3 clusters
  Score: Raw -503384.327623 + Penalty 2738.150318 = -500646.177304
  nChanged 6
		SP:Iteration 73Q (107486.260000 sec): 3 clusters
  Score: Raw -503386.428844 + Penalty 2738.150318 = -500648.278525
  nChanged 4
		SP:Iteration 74Q (107486.480000 sec): 3 clusters
  Score: Raw -503388.140213 + Penalty 2738.150318 = -500649.989895
  nChanged 2
		SP:Iteration 75Q (107486.630000 sec): 3 clusters
  Score: Raw -503388.748835 + Penalty 2738.150318 = -500650.598517
  nChanged 1
		SP:Iteration 76Q (107486.830000 sec): 3 clusters
  Score: Raw -503389.051060 + Penalty 2738.150318 = -500650.900742
  nChanged 1
		SP:Iteration 77Q (107487.000000 sec): 3 clusters
  Score: Raw -503389.307959 + Penalty 2738.150318 = -500651.157641
  nChanged 2
		SP:Iteration 78Q (107487.180000 sec): 3 clusters
  Score: Raw -503389.966827 + Penalty 2738.150318 = -500651.816508
  nChanged 2
		SP:Iteration 79Q (107487.340000 sec): 3 clusters
  Score: Raw -503390.217650 + Penalty 2738.150318 = -500652.067332
  nChanged 1
		SP:Iteration 80F (107487.540000 sec): 3 clusters
  Score: Raw -503390.656061 + Penalty 2738.150318 = -500652.505742
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107487.640000 sec): 2 clusters
  Score: Raw -320201.277142 + Penalty 1296.196754 = -318905.080388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107487.860000 sec): 3 clusters
  Score: Raw -318790.413922 + Penalty 2592.393508 = -316198.020414
  nChanged 1104
		SP:Iteration 1F (107487.980000 sec): 3 clusters
  Score: Raw -319450.485072 + Penalty 2592.393508 = -316858.091564
  nChanged 226
		SP:Iteration 2F (107488.120000 sec): 3 clusters
  Score: Raw -319593.462451 + Penalty 2592.393508 = -317001.068943
  nChanged 147
		SP:Iteration 3F (107488.280000 sec): 3 clusters
  Score: Raw -319672.714210 + Penalty 2592.393508 = -317080.320702
  nChanged 105
		SP:Iteration 4Q (107488.480000 sec): 3 clusters
  Score: Raw -319744.751602 + Penalty 2592.393508 = -317152.358094
  nChanged 90
		SP:Iteration 5Q (107488.660000 sec): 3 clusters
  Score: Raw -319801.655652 + Penalty 2592.393508 = -317209.262144
  nChanged 76
		SP:Iteration 6Q (107488.860000 sec): 3 clusters
  Score: Raw -319844.670743 + Penalty 2592.393508 = -317252.277235
  nChanged 67
		SP:Iteration 7Q (107489.040000 sec): 3 clusters
  Score: Raw -319890.452046 + Penalty 2592.393508 = -317298.058538
  nChanged 55
		SP:Iteration 8Q (107489.240000 sec): 3 clusters
  Score: Raw -319921.532978 + Penalty 2592.393508 = -317329.139470
  nChanged 49
		SP:Iteration 9Q (107489.440000 sec): 3 clusters
  Score: Raw -319952.828935 + Penalty 2592.393508 = -317360.435427
  nChanged 57
		SP:Iteration 10Q (107489.620000 sec): 3 clusters
  Score: Raw -319989.392717 + Penalty 2592.393508 = -317396.999209
  nChanged 55
		SP:Iteration 11Q (107489.820000 sec): 3 clusters
  Score: Raw -320022.476869 + Penalty 2592.393508 = -317430.083361
  nChanged 45
		SP:Iteration 12Q (107490.020000 sec): 3 clusters
  Score: Raw -320045.913226 + Penalty 2592.393508 = -317453.519718
  nChanged 40
		SP:Iteration 13Q (107490.170000 sec): 3 clusters
  Score: Raw -320067.656722 + Penalty 2592.393508 = -317475.263214
  nChanged 32
		SP:Iteration 14Q (107490.380000 sec): 3 clusters
  Score: Raw -320087.443827 + Penalty 2592.393508 = -317495.050319
  nChanged 35
		SP:Iteration 15Q (107490.560000 sec): 3 clusters
  Score: Raw -320106.261255 + Penalty 2592.393508 = -317513.867747
  nChanged 32
		SP:Iteration 16Q (107490.700000 sec): 3 clusters
  Score: Raw -320121.724842 + Penalty 2592.393508 = -317529.331334
  nChanged 25
		SP:Iteration 17Q (107490.890000 sec): 3 clusters
  Score: Raw -320132.266181 + Penalty 2592.393508 = -317539.872673
  nChanged 19
		SP:Iteration 18Q (107491.080000 sec): 3 clusters
  Score: Raw -320141.985557 + Penalty 2592.393508 = -317549.592049
  nChanged 19
		SP:Iteration 19Q (107491.240000 sec): 3 clusters
  Score: Raw -320149.084554 + Penalty 2592.393508 = -317556.691046
  nChanged 13
		SP:Iteration 20F (107491.400000 sec): 3 clusters
  Score: Raw -320155.126399 + Penalty 2592.393508 = -317562.732891
  nChanged 8
		SP:Iteration 21Q (107491.540000 sec): 3 clusters
  Score: Raw -320158.227010 + Penalty 2592.393508 = -317565.833502
  nChanged 13
		SP:Iteration 22Q (107491.710000 sec): 3 clusters
  Score: Raw -320162.526980 + Penalty 2592.393508 = -317570.133472
  nChanged 8
		SP:Iteration 23Q (107491.920000 sec): 3 clusters
  Score: Raw -320165.261775 + Penalty 2592.393508 = -317572.868267
  nChanged 6
		SP:Iteration 24Q (107492.090000 sec): 3 clusters
  Score: Raw -320167.731589 + Penalty 2592.393508 = -317575.338081
  nChanged 9
		SP:Iteration 25Q (107492.270000 sec): 3 clusters
  Score: Raw -320170.317951 + Penalty 2592.393508 = -317577.924443
  nChanged 5
		SP:Iteration 26Q (107492.420000 sec): 3 clusters
  Score: Raw -320172.895830 + Penalty 2592.393508 = -317580.502322
  nChanged 8
		SP:Iteration 27Q (107492.610000 sec): 3 clusters
  Score: Raw -320176.037112 + Penalty 2592.393508 = -317583.643604
  nChanged 8
		SP:Iteration 28Q (107492.820000 sec): 3 clusters
  Score: Raw -320179.340879 + Penalty 2592.393508 = -317586.947371
  nChanged 13
		SP:Iteration 29Q (107492.970000 sec): 3 clusters
  Score: Raw -320186.829933 + Penalty 2592.393508 = -317594.436425
  nChanged 17
		SP:Iteration 30Q (107493.150000 sec): 3 clusters
  Score: Raw -320201.085222 + Penalty 2592.393508 = -317608.691714
  nChanged 17
		SP:Iteration 31Q (107493.320000 sec): 3 clusters
  Score: Raw -320209.580064 + Penalty 2592.393508 = -317617.186556
  nChanged 8
		SP:Iteration 32Q (107493.480000 sec): 3 clusters
  Score: Raw -320216.726521 + Penalty 2592.393508 = -317624.333013
  nChanged 21
		SP:Iteration 33Q (107493.620000 sec): 3 clusters
  Score: Raw -320231.320788 + Penalty 2592.393508 = -317638.927280
  nChanged 15
		SP:Iteration 34Q (107493.790000 sec): 3 clusters
  Score: Raw -320242.346309 + Penalty 2592.393508 = -317649.952801
  nChanged 22
		SP:Iteration 35Q (107493.940000 sec): 3 clusters
  Score: Raw -320257.070185 + Penalty 2592.393508 = -317664.676677
  nChanged 22
		SP:Iteration 36Q (107494.080000 sec): 3 clusters
  Score: Raw -320267.649333 + Penalty 2592.393508 = -317675.255825
  nChanged 15
		SP:Iteration 37Q (107494.250000 sec): 3 clusters
  Score: Raw -320274.648402 + Penalty 2592.393508 = -317682.254894
  nChanged 11
		SP:Iteration 38Q (107494.460000 sec): 3 clusters
  Score: Raw -320280.285772 + Penalty 2592.393508 = -317687.892264
  nChanged 13
		SP:Iteration 39Q (107494.610000 sec): 3 clusters
  Score: Raw -320286.942939 + Penalty 2592.393508 = -317694.549431
  nChanged 13
		SP:Iteration 40F (107494.810000 sec): 3 clusters
  Score: Raw -320293.358004 + Penalty 2592.393508 = -317700.964496
  nChanged 11
		SP:Iteration 41Q (107494.980000 sec): 3 clusters
  Score: Raw -320298.704936 + Penalty 2592.393508 = -317706.311428
  nChanged 11
		SP:Iteration 42Q (107495.140000 sec): 3 clusters
  Score: Raw -320304.263631 + Penalty 2592.393508 = -317711.870123
  nChanged 6
		SP:Iteration 43Q (107495.310000 sec): 3 clusters
  Score: Raw -320308.554788 + Penalty 2592.393508 = -317716.161280
  nChanged 9
		SP:Iteration 44Q (107495.490000 sec): 3 clusters
  Score: Raw -320318.428351 + Penalty 2592.393508 = -317726.034843
  nChanged 18
		SP:Iteration 45Q (107495.670000 sec): 3 clusters
  Score: Raw -320329.550498 + Penalty 2592.393508 = -317737.156990
  nChanged 19
		SP:Iteration 46Q (107495.850000 sec): 3 clusters
  Score: Raw -320346.019162 + Penalty 2592.393508 = -317753.625654
  nChanged 23
		SP:Iteration 47Q (107496.020000 sec): 3 clusters
  Score: Raw -320363.790263 + Penalty 2592.393508 = -317771.396755
  nChanged 23
		SP:Iteration 48Q (107496.190000 sec): 3 clusters
  Score: Raw -320378.335161 + Penalty 2592.393508 = -317785.941653
  nChanged 21
		SP:Iteration 49Q (107496.370000 sec): 3 clusters
  Score: Raw -320401.553870 + Penalty 2592.393508 = -317809.160362
  nChanged 25
		SP:Iteration 50Q (107496.560000 sec): 3 clusters
  Score: Raw -320429.749814 + Penalty 2592.393508 = -317837.356306
  nChanged 24
		SP:Iteration 51Q (107496.700000 sec): 3 clusters
  Score: Raw -320458.232065 + Penalty 2592.393508 = -317865.838557
  nChanged 22
		SP:Iteration 52Q (107496.890000 sec): 3 clusters
  Score: Raw -320481.998039 + Penalty 2592.393508 = -317889.604531
  nChanged 15
		SP:Iteration 53Q (107497.080000 sec): 3 clusters
  Score: Raw -320492.517542 + Penalty 2592.393508 = -317900.124034
  nChanged 18
		SP:Iteration 54Q (107497.290000 sec): 3 clusters
  Score: Raw -320502.496823 + Penalty 2592.393508 = -317910.103315
  nChanged 9
		SP:Iteration 55Q (107497.440000 sec): 3 clusters
  Score: Raw -320506.249721 + Penalty 2592.393508 = -317913.856213
  nChanged 6
		SP:Iteration 56Q (107497.580000 sec): 3 clusters
  Score: Raw -320510.723613 + Penalty 2592.393508 = -317918.330105
  nChanged 5
		SP:Iteration 57Q (107497.800000 sec): 3 clusters
  Score: Raw -320512.999866 + Penalty 2592.393508 = -317920.606358
  nChanged 0
		SP:Iteration 58F (107497.970000 sec): 3 clusters
  Score: Raw -320512.999866 + Penalty 2592.393508 = -317920.606358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (16081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107498.110000 sec): 2 clusters
  Score: Raw -1761914.892133 + Penalty 1573.876481 = -1760341.015652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107498.370000 sec): 3 clusters
  Score: Raw -1752380.649249 + Penalty 3147.752962 = -1749232.896287
  nChanged 7207
		SP:Iteration 1F (107498.630000 sec): 3 clusters
  Score: Raw -1756208.806639 + Penalty 3147.752962 = -1753061.053677
  nChanged 801
		SP:Iteration 2Q (107498.900000 sec): 3 clusters
  Score: Raw -1756544.227856 + Penalty 3147.752962 = -1753396.474893
  nChanged 776
		SP:Iteration 3Q (107499.160000 sec): 3 clusters
  Score: Raw -1756949.458787 + Penalty 3147.752962 = -1753801.705825
  nChanged 786
		SP:Iteration 4Q (107499.390000 sec): 3 clusters
  Score: Raw -1757455.190105 + Penalty 3147.752962 = -1754307.437143
  nChanged 838
		SP:Iteration 5F (107499.670000 sec): 3 clusters
  Score: Raw -1758067.922300 + Penalty 3147.752962 = -1754920.169338
  nChanged 1001
		SP:Iteration 6F (107499.950000 sec): 3 clusters
  Score: Raw -1758820.455581 + Penalty 3147.752962 = -1755672.702619
  nChanged 1091
		SP:Iteration 7F (107500.180000 sec): 3 clusters
  Score: Raw -1759690.249685 + Penalty 3147.752962 = -1756542.496723
  nChanged 1112
		SP:Iteration 8F (107500.430000 sec): 3 clusters
  Score: Raw -1760539.676516 + Penalty 3147.752962 = -1757391.923554
  nChanged 1054
		SP:Iteration 9F (107500.730000 sec): 3 clusters
  Score: Raw -1761416.839443 + Penalty 3147.752962 = -1758269.086480
  nChanged 845
		SP:Iteration 10F (107500.930000 sec): 3 clusters
  Score: Raw -1762107.029889 + Penalty 3147.752962 = -1758959.276926
  nChanged 542
		SP:Iteration 11Q (107501.180000 sec): 3 clusters
  Score: Raw -1762439.143440 + Penalty 3147.752962 = -1759291.390478
  nChanged 303
		SP:Iteration 12Q (107501.390000 sec): 3 clusters
  Score: Raw -1762564.143979 + Penalty 3147.752962 = -1759416.391016
  nChanged 202
		SP:Iteration 13Q (107501.660000 sec): 3 clusters
  Score: Raw -1762625.009834 + Penalty 3147.752962 = -1759477.256871
  nChanged 140
		SP:Iteration 14Q (107501.920000 sec): 3 clusters
  Score: Raw -1762666.042692 + Penalty 3147.752962 = -1759518.289729
  nChanged 127
		SP:Iteration 15Q (107502.180000 sec): 3 clusters
  Score: Raw -1762700.920513 + Penalty 3147.752962 = -1759553.167550
  nChanged 106
		SP:Iteration 16Q (107502.470000 sec): 3 clusters
  Score: Raw -1762724.296376 + Penalty 3147.752962 = -1759576.543414
  nChanged 83
		SP:Iteration 17Q (107502.690000 sec): 3 clusters
  Score: Raw -1762742.037571 + Penalty 3147.752962 = -1759594.284609
  nChanged 80
		SP:Iteration 18Q (107502.960000 sec): 3 clusters
  Score: Raw -1762758.006513 + Penalty 3147.752962 = -1759610.253550
  nChanged 75
		SP:Iteration 19Q (107503.220000 sec): 3 clusters
  Score: Raw -1762773.244421 + Penalty 3147.752962 = -1759625.491459
  nChanged 66
		SP:Iteration 20F (107503.470000 sec): 3 clusters
  Score: Raw -1762784.361761 + Penalty 3147.752962 = -1759636.608799
  nChanged 57
		SP:Iteration 21Q (107503.680000 sec): 3 clusters
  Score: Raw -1762792.858415 + Penalty 3147.752962 = -1759645.105453
  nChanged 45
		SP:Iteration 22Q (107503.930000 sec): 3 clusters
  Score: Raw -1762800.752446 + Penalty 3147.752962 = -1759652.999484
  nChanged 37
		SP:Iteration 23Q (107504.200000 sec): 3 clusters
  Score: Raw -1762806.767847 + Penalty 3147.752962 = -1759659.014885
  nChanged 38
		SP:Iteration 24Q (107504.490000 sec): 3 clusters
  Score: Raw -1762812.065323 + Penalty 3147.752962 = -1759664.312361
  nChanged 37
		SP:Iteration 25Q (107504.720000 sec): 3 clusters
  Score: Raw -1762817.428211 + Penalty 3147.752962 = -1759669.675249
  nChanged 36
		SP:Iteration 26Q (107505.010000 sec): 3 clusters
  Score: Raw -1762822.876604 + Penalty 3147.752962 = -1759675.123641
  nChanged 38
		SP:Iteration 27Q (107505.260000 sec): 3 clusters
  Score: Raw -1762828.078129 + Penalty 3147.752962 = -1759680.325166
  nChanged 31
		SP:Iteration 28Q (107505.480000 sec): 3 clusters
  Score: Raw -1762831.753733 + Penalty 3147.752962 = -1759684.000771
  nChanged 29
		SP:Iteration 29Q (107505.780000 sec): 3 clusters
  Score: Raw -1762834.976377 + Penalty 3147.752962 = -1759687.223415
  nChanged 25
		SP:Iteration 30Q (107506.020000 sec): 3 clusters
  Score: Raw -1762837.677299 + Penalty 3147.752962 = -1759689.924337
  nChanged 20
		SP:Iteration 31Q (107506.230000 sec): 3 clusters
  Score: Raw -1762840.136165 + Penalty 3147.752962 = -1759692.383203
  nChanged 21
		SP:Iteration 32Q (107506.470000 sec): 3 clusters
  Score: Raw -1762842.486040 + Penalty 3147.752962 = -1759694.733078
  nChanged 21
		SP:Iteration 33Q (107506.700000 sec): 3 clusters
  Score: Raw -1762844.626131 + Penalty 3147.752962 = -1759696.873169
  nChanged 18
		SP:Iteration 34Q (107506.940000 sec): 3 clusters
  Score: Raw -1762846.484771 + Penalty 3147.752962 = -1759698.731809
  nChanged 17
		SP:Iteration 35Q (107507.190000 sec): 3 clusters
  Score: Raw -1762848.203710 + Penalty 3147.752962 = -1759700.450748
  nChanged 20
		SP:Iteration 36Q (107507.410000 sec): 3 clusters
  Score: Raw -1762850.741996 + Penalty 3147.752962 = -1759702.989034
  nChanged 19
		SP:Iteration 37Q (107507.660000 sec): 3 clusters
  Score: Raw -1762852.811798 + Penalty 3147.752962 = -1759705.058836
  nChanged 18
		SP:Iteration 38Q (107507.910000 sec): 3 clusters
  Score: Raw -1762854.690132 + Penalty 3147.752962 = -1759706.937169
  nChanged 23
		SP:Iteration 39Q (107508.160000 sec): 3 clusters
  Score: Raw -1762857.009799 + Penalty 3147.752962 = -1759709.256837
  nChanged 18
		SP:Iteration 40F (107508.410000 sec): 3 clusters
  Score: Raw -1762859.453951 + Penalty 3147.752962 = -1759711.700989
  nChanged 16
		SP:Iteration 41Q (107508.680000 sec): 3 clusters
  Score: Raw -1762861.112534 + Penalty 3147.752962 = -1759713.359572
  nChanged 14
		SP:Iteration 42Q (107508.960000 sec): 3 clusters
  Score: Raw -1762862.592223 + Penalty 3147.752962 = -1759714.839261
  nChanged 12
		SP:Iteration 43Q (107509.170000 sec): 3 clusters
  Score: Raw -1762864.146298 + Penalty 3147.752962 = -1759716.393335
  nChanged 14
		SP:Iteration 44Q (107509.440000 sec): 3 clusters
  Score: Raw -1762865.481115 + Penalty 3147.752962 = -1759717.728153
  nChanged 13
		SP:Iteration 45Q (107509.710000 sec): 3 clusters
  Score: Raw -1762866.981981 + Penalty 3147.752962 = -1759719.229019
  nChanged 11
		SP:Iteration 46Q (107510.030000 sec): 3 clusters
  Score: Raw -1762867.926329 + Penalty 3147.752962 = -1759720.173366
  nChanged 4
		SP:Iteration 47Q (107510.290000 sec): 3 clusters
  Score: Raw -1762868.150714 + Penalty 3147.752962 = -1759720.397752
  nChanged 3
		SP:Iteration 48Q (107510.520000 sec): 3 clusters
  Score: Raw -1762868.298506 + Penalty 3147.752962 = -1759720.545544
  nChanged 5
		SP:Iteration 49Q (107510.770000 sec): 3 clusters
  Score: Raw -1762868.631367 + Penalty 3147.752962 = -1759720.878405
  nChanged 6
		SP:Iteration 50Q (107511.020000 sec): 3 clusters
  Score: Raw -1762868.998566 + Penalty 3147.752962 = -1759721.245604
  nChanged 4
		SP:Iteration 51Q (107511.280000 sec): 3 clusters
  Score: Raw -1762869.293530 + Penalty 3147.752962 = -1759721.540568
  nChanged 5
		SP:Iteration 52Q (107511.550000 sec): 3 clusters
  Score: Raw -1762869.684594 + Penalty 3147.752962 = -1759721.931632
  nChanged 6
		SP:Iteration 53Q (107511.780000 sec): 3 clusters
  Score: Raw -1762869.989776 + Penalty 3147.752962 = -1759722.236814
  nChanged 5
		SP:Iteration 54Q (107512.020000 sec): 3 clusters
  Score: Raw -1762870.399140 + Penalty 3147.752962 = -1759722.646178
  nChanged 5
		SP:Iteration 55Q (107512.290000 sec): 3 clusters
  Score: Raw -1762870.633285 + Penalty 3147.752962 = -1759722.880323
  nChanged 2
		SP:Iteration 56Q (107512.520000 sec): 3 clusters
  Score: Raw -1762870.856122 + Penalty 3147.752962 = -1759723.103160
  nChanged 5
		SP:Iteration 57Q (107512.740000 sec): 3 clusters
  Score: Raw -1762871.340034 + Penalty 3147.752962 = -1759723.587071
  nChanged 7
		SP:Iteration 58Q (107513.030000 sec): 3 clusters
  Score: Raw -1762871.888398 + Penalty 3147.752962 = -1759724.135436
  nChanged 7
		SP:Iteration 59Q (107513.250000 sec): 3 clusters
  Score: Raw -1762872.482300 + Penalty 3147.752962 = -1759724.729338
  nChanged 6
		SP:Iteration 60F (107513.500000 sec): 3 clusters
  Score: Raw -1762873.022836 + Penalty 3147.752962 = -1759725.269874
  nChanged 7
		SP:Iteration 61Q (107513.750000 sec): 3 clusters
  Score: Raw -1762873.493694 + Penalty 3147.752962 = -1759725.740732
  nChanged 5
		SP:Iteration 62Q (107513.980000 sec): 3 clusters
  Score: Raw -1762873.934046 + Penalty 3147.752962 = -1759726.181084
  nChanged 3
		SP:Iteration 63Q (107514.250000 sec): 3 clusters
  Score: Raw -1762874.160220 + Penalty 3147.752962 = -1759726.407258
  nChanged 2
		SP:Iteration 64Q (107514.490000 sec): 3 clusters
  Score: Raw -1762874.221913 + Penalty 3147.752962 = -1759726.468951
  nChanged 0
		SP:Iteration 65F (107514.750000 sec): 3 clusters
  Score: Raw -1762874.221913 + Penalty 3147.752962 = -1759726.468951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (9294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107514.900000 sec): 2 clusters
  Score: Raw -1001988.106319 + Penalty 1484.782700 = -1000503.323618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107515.060000 sec): 3 clusters
  Score: Raw -996827.592116 + Penalty 2969.565401 = -993858.026715
  nChanged 3934
		SP:Iteration 1F (107515.280000 sec): 3 clusters
  Score: Raw -999098.907005 + Penalty 2969.565401 = -996129.341604
  nChanged 738
		SP:Iteration 2F (107515.450000 sec): 3 clusters
  Score: Raw -999733.927978 + Penalty 2969.565401 = -996764.362577
  nChanged 773
		SP:Iteration 3F (107515.660000 sec): 3 clusters
  Score: Raw -1000384.062300 + Penalty 2969.565401 = -997414.496899
  nChanged 748
		SP:Iteration 4F (107515.850000 sec): 3 clusters
  Score: Raw -1001004.381723 + Penalty 2969.565401 = -998034.816322
  nChanged 646
		SP:Iteration 5F (107516.100000 sec): 3 clusters
  Score: Raw -1001560.986624 + Penalty 2969.565401 = -998591.421224
  nChanged 524
		SP:Iteration 6F (107516.350000 sec): 3 clusters
  Score: Raw -1002080.976083 + Penalty 2969.565401 = -999111.410683
  nChanged 405
		SP:Iteration 7Q (107516.530000 sec): 3 clusters
  Score: Raw -1002612.104849 + Penalty 2969.565401 = -999642.539449
  nChanged 346
		SP:Iteration 8Q (107516.770000 sec): 3 clusters
  Score: Raw -1003123.248549 + Penalty 2969.565401 = -1000153.683148
  nChanged 333
		SP:Iteration 9Q (107516.960000 sec): 3 clusters
  Score: Raw -1003433.417810 + Penalty 2969.565401 = -1000463.852409
  nChanged 262
		SP:Iteration 10Q (107517.170000 sec): 3 clusters
  Score: Raw -1003582.528824 + Penalty 2969.565401 = -1000612.963423
  nChanged 175
		SP:Iteration 11Q (107517.350000 sec): 3 clusters
  Score: Raw -1003660.411386 + Penalty 2969.565401 = -1000690.845986
  nChanged 130
		SP:Iteration 12Q (107517.510000 sec): 3 clusters
  Score: Raw -1003715.243747 + Penalty 2969.565401 = -1000745.678347
  nChanged 121
		SP:Iteration 13Q (107517.690000 sec): 3 clusters
  Score: Raw -1003779.368476 + Penalty 2969.565401 = -1000809.803075
  nChanged 117
		SP:Iteration 14Q (107517.930000 sec): 3 clusters
  Score: Raw -1003860.710141 + Penalty 2969.565401 = -1000891.144740
  nChanged 136
		SP:Iteration 15Q (107518.130000 sec): 3 clusters
  Score: Raw -1003974.254723 + Penalty 2969.565401 = -1001004.689322
  nChanged 147
		SP:Iteration 16Q (107518.330000 sec): 3 clusters
  Score: Raw -1004140.153389 + Penalty 2969.565401 = -1001170.587989
  nChanged 161
		SP:Iteration 17Q (107518.560000 sec): 3 clusters
  Score: Raw -1004362.490206 + Penalty 2969.565401 = -1001392.924805
  nChanged 172
		SP:Iteration 18Q (107518.770000 sec): 3 clusters
  Score: Raw -1004563.302003 + Penalty 2969.565401 = -1001593.736603
  nChanged 150
		SP:Iteration 19Q (107518.980000 sec): 3 clusters
  Score: Raw -1004722.086188 + Penalty 2969.565401 = -1001752.520787
  nChanged 117
		SP:Iteration 20F (107519.220000 sec): 3 clusters
  Score: Raw -1004815.358604 + Penalty 2969.565401 = -1001845.793203
  nChanged 79
		SP:Iteration 21Q (107519.390000 sec): 3 clusters
  Score: Raw -1004871.047746 + Penalty 2969.565401 = -1001901.482346
  nChanged 66
		SP:Iteration 22Q (107519.540000 sec): 3 clusters
  Score: Raw -1004908.974167 + Penalty 2969.565401 = -1001939.408767
  nChanged 37
		SP:Iteration 23Q (107519.780000 sec): 3 clusters
  Score: Raw -1004927.157207 + Penalty 2969.565401 = -1001957.591807
  nChanged 27
		SP:Iteration 24Q (107519.990000 sec): 3 clusters
  Score: Raw -1004936.993397 + Penalty 2969.565401 = -1001967.427997
  nChanged 14
		SP:Iteration 25Q (107520.180000 sec): 3 clusters
  Score: Raw -1004939.699364 + Penalty 2969.565401 = -1001970.133963
  nChanged 10
		SP:Iteration 26Q (107520.400000 sec): 3 clusters
  Score: Raw -1004940.931275 + Penalty 2969.565401 = -1001971.365874
  nChanged 5
		SP:Iteration 27Q (107520.580000 sec): 3 clusters
  Score: Raw -1004941.550399 + Penalty 2969.565401 = -1001971.984998
  nChanged 4
		SP:Iteration 28Q (107520.790000 sec): 3 clusters
  Score: Raw -1004942.616761 + Penalty 2969.565401 = -1001973.051360
  nChanged 4
		SP:Iteration 29Q (107520.970000 sec): 3 clusters
  Score: Raw -1004942.993661 + Penalty 2969.565401 = -1001973.428260
  nChanged 0
		SP:Iteration 30F (107521.180000 sec): 3 clusters
  Score: Raw -1004942.993661 + Penalty 2969.565401 = -1001973.428260
  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 9.05 GB.

 Trying to split cluster 50 (9828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107521.330000 sec): 2 clusters
  Score: Raw -1071430.254821 + Penalty 1493.860994 = -1069936.393826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107521.590000 sec): 3 clusters
  Score: Raw -1065935.648868 + Penalty 2987.721988 = -1062947.926880
  nChanged 4204
		SP:Iteration 1F (107521.800000 sec): 3 clusters
  Score: Raw -1068224.491457 + Penalty 2987.721988 = -1065236.769469
  nChanged 648
		SP:Iteration 2F (107522.030000 sec): 3 clusters
  Score: Raw -1068529.225519 + Penalty 2987.721988 = -1065541.503531
  nChanged 556
		SP:Iteration 3F (107522.270000 sec): 3 clusters
  Score: Raw -1068791.554103 + Penalty 2987.721988 = -1065803.832115
  nChanged 526
		SP:Iteration 4F (107522.470000 sec): 3 clusters
  Score: Raw -1069082.705940 + Penalty 2987.721988 = -1066094.983952
  nChanged 520
		SP:Iteration 5F (107522.720000 sec): 3 clusters
  Score: Raw -1069400.573335 + Penalty 2987.721988 = -1066412.851346
  nChanged 514
		SP:Iteration 6F (107522.910000 sec): 3 clusters
  Score: Raw -1069757.356105 + Penalty 2987.721988 = -1066769.634116
  nChanged 491
		SP:Iteration 7Q (107523.140000 sec): 3 clusters
  Score: Raw -1070100.632281 + Penalty 2987.721988 = -1067112.910292
  nChanged 439
		SP:Iteration 8Q (107523.350000 sec): 3 clusters
  Score: Raw -1070392.300593 + Penalty 2987.721988 = -1067404.578605
  nChanged 388
		SP:Iteration 9Q (107523.570000 sec): 3 clusters
  Score: Raw -1070666.538084 + Penalty 2987.721988 = -1067678.816095
  nChanged 331
		SP:Iteration 10Q (107523.760000 sec): 3 clusters
  Score: Raw -1070887.969302 + Penalty 2987.721988 = -1067900.247314
  nChanged 277
		SP:Iteration 11Q (107523.970000 sec): 3 clusters
  Score: Raw -1071074.481309 + Penalty 2987.721988 = -1068086.759321
  nChanged 219
		SP:Iteration 12Q (107524.180000 sec): 3 clusters
  Score: Raw -1071215.276194 + Penalty 2987.721988 = -1068227.554206
  nChanged 163
		SP:Iteration 13Q (107524.390000 sec): 3 clusters
  Score: Raw -1071319.039491 + Penalty 2987.721988 = -1068331.317502
  nChanged 135
		SP:Iteration 14Q (107524.630000 sec): 3 clusters
  Score: Raw -1071411.136908 + Penalty 2987.721988 = -1068423.414920
  nChanged 99
		SP:Iteration 15Q (107524.850000 sec): 3 clusters
  Score: Raw -1071484.769100 + Penalty 2987.721988 = -1068497.047112
  nChanged 88
		SP:Iteration 16Q (107525.050000 sec): 3 clusters
  Score: Raw -1071546.930624 + Penalty 2987.721988 = -1068559.208636
  nChanged 73
		SP:Iteration 17Q (107525.270000 sec): 3 clusters
  Score: Raw -1071595.833439 + Penalty 2987.721988 = -1068608.111450
  nChanged 64
		SP:Iteration 18Q (107525.460000 sec): 3 clusters
  Score: Raw -1071645.367011 + Penalty 2987.721988 = -1068657.645022
  nChanged 45
		SP:Iteration 19Q (107525.650000 sec): 3 clusters
  Score: Raw -1071677.547240 + Penalty 2987.721988 = -1068689.825252
  nChanged 41
		SP:Iteration 20F (107525.880000 sec): 3 clusters
  Score: Raw -1071700.609609 + Penalty 2987.721988 = -1068712.887620
  nChanged 23
		SP:Iteration 21Q (107526.070000 sec): 3 clusters
  Score: Raw -1071714.582813 + Penalty 2987.721988 = -1068726.860825
  nChanged 17
		SP:Iteration 22Q (107526.270000 sec): 3 clusters
  Score: Raw -1071724.211678 + Penalty 2987.721988 = -1068736.489690
  nChanged 9
		SP:Iteration 23Q (107526.500000 sec): 3 clusters
  Score: Raw -1071729.998548 + Penalty 2987.721988 = -1068742.276560
  nChanged 10
		SP:Iteration 24Q (107526.760000 sec): 3 clusters
  Score: Raw -1071735.286673 + Penalty 2987.721988 = -1068747.564684
  nChanged 6
		SP:Iteration 25Q (107526.940000 sec): 3 clusters
  Score: Raw -1071737.568462 + Penalty 2987.721988 = -1068749.846474
  nChanged 7
		SP:Iteration 26Q (107527.110000 sec): 3 clusters
  Score: Raw -1071740.744768 + Penalty 2987.721988 = -1068753.022780
  nChanged 11
		SP:Iteration 27Q (107527.300000 sec): 3 clusters
  Score: Raw -1071748.781081 + Penalty 2987.721988 = -1068761.059093
  nChanged 16
		SP:Iteration 28Q (107527.530000 sec): 3 clusters
  Score: Raw -1071757.076955 + Penalty 2987.721988 = -1068769.354966
  nChanged 9
		SP:Iteration 29Q (107527.680000 sec): 3 clusters
  Score: Raw -1071759.522490 + Penalty 2987.721988 = -1068771.800502
  nChanged 7
		SP:Iteration 30Q (107527.900000 sec): 3 clusters
  Score: Raw -1071762.387429 + Penalty 2987.721988 = -1068774.665441
  nChanged 4
		SP:Iteration 31Q (107528.080000 sec): 3 clusters
  Score: Raw -1071764.310551 + Penalty 2987.721988 = -1068776.588562
  nChanged 3
		SP:Iteration 32Q (107528.330000 sec): 3 clusters
  Score: Raw -1071765.702236 + Penalty 2987.721988 = -1068777.980248
  nChanged 4
		SP:Iteration 33Q (107528.540000 sec): 3 clusters
  Score: Raw -1071767.907732 + Penalty 2987.721988 = -1068780.185744
  nChanged 3
		SP:Iteration 34Q (107528.720000 sec): 3 clusters
  Score: Raw -1071768.955985 + Penalty 2987.721988 = -1068781.233997
  nChanged 2
		SP:Iteration 35Q (107528.950000 sec): 3 clusters
  Score: Raw -1071769.978425 + Penalty 2987.721988 = -1068782.256436
  nChanged 4
		SP:Iteration 36Q (107529.220000 sec): 3 clusters
  Score: Raw -1071772.782837 + Penalty 2987.721988 = -1068785.060848
  nChanged 4
		SP:Iteration 37Q (107529.400000 sec): 3 clusters
  Score: Raw -1071774.045111 + Penalty 2987.721988 = -1068786.323122
  nChanged 3
		SP:Iteration 38Q (107529.600000 sec): 3 clusters
  Score: Raw -1071775.596189 + Penalty 2987.721988 = -1068787.874201
  nChanged 2
		SP:Iteration 39Q (107529.850000 sec): 3 clusters
  Score: Raw -1071777.000607 + Penalty 2987.721988 = -1068789.278618
  nChanged 2
		SP:Iteration 40F (107530.040000 sec): 3 clusters
  Score: Raw -1071778.102210 + Penalty 2987.721988 = -1068790.380221
  nChanged 1
		SP:Iteration 41Q (107530.310000 sec): 3 clusters
  Score: Raw -1071778.447407 + Penalty 2987.721988 = -1068790.725419
  nChanged 0
		SP:Iteration 42F (107530.520000 sec): 3 clusters
  Score: Raw -1071778.447407 + Penalty 2987.721988 = -1068790.725419
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (7881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107530.640000 sec): 2 clusters
  Score: Raw -783318.536113 + Penalty 1457.984138 = -781860.551975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107530.870000 sec): 3 clusters
  Score: Raw -779025.106926 + Penalty 2915.968275 = -776109.138651
  nChanged 3329
		SP:Iteration 1F (107531.070000 sec): 3 clusters
  Score: Raw -781116.169014 + Penalty 2915.968275 = -778200.200739
  nChanged 660
		SP:Iteration 2F (107531.250000 sec): 3 clusters
  Score: Raw -781608.540793 + Penalty 2915.968275 = -778692.572517
  nChanged 612
		SP:Iteration 3F (107531.450000 sec): 3 clusters
  Score: Raw -782095.550631 + Penalty 2915.968275 = -779179.582355
  nChanged 535
		SP:Iteration 4F (107531.690000 sec): 3 clusters
  Score: Raw -782486.640872 + Penalty 2915.968275 = -779570.672597
  nChanged 422
		SP:Iteration 5F (107531.840000 sec): 3 clusters
  Score: Raw -782751.400263 + Penalty 2915.968275 = -779835.431987
  nChanged 343
		SP:Iteration 6Q (107532.070000 sec): 3 clusters
  Score: Raw -782938.058952 + Penalty 2915.968275 = -780022.090677
  nChanged 283
		SP:Iteration 7Q (107532.290000 sec): 3 clusters
  Score: Raw -783085.346959 + Penalty 2915.968275 = -780169.378683
  nChanged 226
		SP:Iteration 8Q (107532.460000 sec): 3 clusters
  Score: Raw -783182.439896 + Penalty 2915.968275 = -780266.471621
  nChanged 200
		SP:Iteration 9Q (107532.640000 sec): 3 clusters
  Score: Raw -783260.428112 + Penalty 2915.968275 = -780344.459836
  nChanged 151
		SP:Iteration 10Q (107532.870000 sec): 3 clusters
  Score: Raw -783314.946358 + Penalty 2915.968275 = -780398.978082
  nChanged 116
		SP:Iteration 11Q (107533.070000 sec): 3 clusters
  Score: Raw -783356.511694 + Penalty 2915.968275 = -780440.543419
  nChanged 106
		SP:Iteration 12Q (107533.260000 sec): 3 clusters
  Score: Raw -783399.047440 + Penalty 2915.968275 = -780483.079165
  nChanged 99
		SP:Iteration 13Q (107533.480000 sec): 3 clusters
  Score: Raw -783437.160123 + Penalty 2915.968275 = -780521.191848
  nChanged 106
		SP:Iteration 14Q (107533.650000 sec): 3 clusters
  Score: Raw -783490.196531 + Penalty 2915.968275 = -780574.228255
  nChanged 111
		SP:Iteration 15Q (107533.840000 sec): 3 clusters
  Score: Raw -783534.636342 + Penalty 2915.968275 = -780618.668067
  nChanged 92
		SP:Iteration 16Q (107534.030000 sec): 3 clusters
  Score: Raw -783574.585184 + Penalty 2915.968275 = -780658.616909
  nChanged 94
		SP:Iteration 17Q (107534.230000 sec): 3 clusters
  Score: Raw -783610.177891 + Penalty 2915.968275 = -780694.209616
  nChanged 76
		SP:Iteration 18Q (107534.450000 sec): 3 clusters
  Score: Raw -783633.916405 + Penalty 2915.968275 = -780717.948130
  nChanged 69
		SP:Iteration 19Q (107534.700000 sec): 3 clusters
  Score: Raw -783653.007735 + Penalty 2915.968275 = -780737.039459
  nChanged 69
		SP:Iteration 20F (107534.920000 sec): 3 clusters
  Score: Raw -783678.117922 + Penalty 2915.968275 = -780762.149647
  nChanged 62
		SP:Iteration 21Q (107535.060000 sec): 3 clusters
  Score: Raw -783698.884333 + Penalty 2915.968275 = -780782.916057
  nChanged 47
		SP:Iteration 22Q (107535.280000 sec): 3 clusters
  Score: Raw -783710.046637 + Penalty 2915.968275 = -780794.078362
  nChanged 32
		SP:Iteration 23Q (107535.470000 sec): 3 clusters
  Score: Raw -783718.939793 + Penalty 2915.968275 = -780802.971518
  nChanged 34
		SP:Iteration 24Q (107535.690000 sec): 3 clusters
  Score: Raw -783728.391844 + Penalty 2915.968275 = -780812.423569
  nChanged 32
		SP:Iteration 25Q (107535.890000 sec): 3 clusters
  Score: Raw -783738.166529 + Penalty 2915.968275 = -780822.198254
  nChanged 34
		SP:Iteration 26Q (107536.090000 sec): 3 clusters
  Score: Raw -783747.697751 + Penalty 2915.968275 = -780831.729475
  nChanged 45
		SP:Iteration 27Q (107536.340000 sec): 3 clusters
  Score: Raw -783760.895612 + Penalty 2915.968275 = -780844.927337
  nChanged 50
		SP:Iteration 28Q (107536.490000 sec): 3 clusters
  Score: Raw -783774.230105 + Penalty 2915.968275 = -780858.261829
  nChanged 44
		SP:Iteration 29Q (107536.730000 sec): 3 clusters
  Score: Raw -783787.848936 + Penalty 2915.968275 = -780871.880660
  nChanged 46
		SP:Iteration 30Q (107536.860000 sec): 3 clusters
  Score: Raw -783800.557092 + Penalty 2915.968275 = -780884.588817
  nChanged 39
		SP:Iteration 31Q (107537.020000 sec): 3 clusters
  Score: Raw -783812.068749 + Penalty 2915.968275 = -780896.100474
  nChanged 33
		SP:Iteration 32Q (107537.260000 sec): 3 clusters
  Score: Raw -783821.439823 + Penalty 2915.968275 = -780905.471547
  nChanged 40
		SP:Iteration 33Q (107537.460000 sec): 3 clusters
  Score: Raw -783831.373083 + Penalty 2915.968275 = -780915.404808
  nChanged 28
		SP:Iteration 34Q (107537.700000 sec): 3 clusters
  Score: Raw -783837.236998 + Penalty 2915.968275 = -780921.268723
  nChanged 27
		SP:Iteration 35Q (107537.920000 sec): 3 clusters
  Score: Raw -783843.023893 + Penalty 2915.968275 = -780927.055617
  nChanged 29
		SP:Iteration 36Q (107538.130000 sec): 3 clusters
  Score: Raw -783852.146533 + Penalty 2915.968275 = -780936.178258
  nChanged 32
		SP:Iteration 37Q (107538.330000 sec): 3 clusters
  Score: Raw -783861.838469 + Penalty 2915.968275 = -780945.870194
  nChanged 31
		SP:Iteration 38Q (107538.530000 sec): 3 clusters
  Score: Raw -783869.671048 + Penalty 2915.968275 = -780953.702773
  nChanged 31
		SP:Iteration 39Q (107538.740000 sec): 3 clusters
  Score: Raw -783879.447785 + Penalty 2915.968275 = -780963.479510
  nChanged 31
		SP:Iteration 40F (107538.960000 sec): 3 clusters
  Score: Raw -783886.759468 + Penalty 2915.968275 = -780970.791192
  nChanged 18
		SP:Iteration 41Q (107539.140000 sec): 3 clusters
  Score: Raw -783890.555748 + Penalty 2915.968275 = -780974.587472
  nChanged 12
		SP:Iteration 42Q (107539.340000 sec): 3 clusters
  Score: Raw -783893.434965 + Penalty 2915.968275 = -780977.466690
  nChanged 14
		SP:Iteration 43Q (107539.510000 sec): 3 clusters
  Score: Raw -783897.322589 + Penalty 2915.968275 = -780981.354313
  nChanged 17
		SP:Iteration 44Q (107539.730000 sec): 3 clusters
  Score: Raw -783900.449801 + Penalty 2915.968275 = -780984.481525
  nChanged 11
		SP:Iteration 45Q (107539.960000 sec): 3 clusters
  Score: Raw -783902.798622 + Penalty 2915.968275 = -780986.830346
  nChanged 13
		SP:Iteration 46Q (107540.180000 sec): 3 clusters
  Score: Raw -783908.219521 + Penalty 2915.968275 = -780992.251246
  nChanged 20
		SP:Iteration 47Q (107540.370000 sec): 3 clusters
  Score: Raw -783914.489821 + Penalty 2915.968275 = -780998.521545
  nChanged 23
		SP:Iteration 48Q (107540.560000 sec): 3 clusters
  Score: Raw -783920.751836 + Penalty 2915.968275 = -781004.783560
  nChanged 17
		SP:Iteration 49Q (107540.770000 sec): 3 clusters
  Score: Raw -783925.594520 + Penalty 2915.968275 = -781009.626245
  nChanged 15
		SP:Iteration 50Q (107540.990000 sec): 3 clusters
  Score: Raw -783928.511796 + Penalty 2915.968275 = -781012.543521
  nChanged 9
		SP:Iteration 51Q (107541.190000 sec): 3 clusters
  Score: Raw -783930.160676 + Penalty 2915.968275 = -781014.192400
  nChanged 6
		SP:Iteration 52Q (107541.410000 sec): 3 clusters
  Score: Raw -783931.090292 + Penalty 2915.968275 = -781015.122016
  nChanged 2
		SP:Iteration 53Q (107541.600000 sec): 3 clusters
  Score: Raw -783931.317157 + Penalty 2915.968275 = -781015.348882
  nChanged 0
		SP:Iteration 54F (107541.780000 sec): 3 clusters
  Score: Raw -783931.317157 + Penalty 2915.968275 = -781015.348882
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107541.910000 sec): 2 clusters
  Score: Raw -1023592.051665 + Penalty 1483.024786 = -1022109.026879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107542.180000 sec): 3 clusters
  Score: Raw -1018426.699580 + Penalty 2966.049572 = -1015460.650007
  nChanged 3900
		SP:Iteration 1F (107542.370000 sec): 3 clusters
  Score: Raw -1020481.443463 + Penalty 2966.049572 = -1017515.393890
  nChanged 515
		SP:Iteration 2F (107542.590000 sec): 3 clusters
  Score: Raw -1020714.354775 + Penalty 2966.049572 = -1017748.305203
  nChanged 457
		SP:Iteration 3Q (107542.810000 sec): 3 clusters
  Score: Raw -1020905.729234 + Penalty 2966.049572 = -1017939.679661
  nChanged 399
		SP:Iteration 4Q (107543.060000 sec): 3 clusters
  Score: Raw -1021068.209757 + Penalty 2966.049572 = -1018102.160185
  nChanged 343
		SP:Iteration 5Q (107543.270000 sec): 3 clusters
  Score: Raw -1021192.347160 + Penalty 2966.049572 = -1018226.297587
  nChanged 296
		SP:Iteration 6Q (107543.510000 sec): 3 clusters
  Score: Raw -1021288.714941 + Penalty 2966.049572 = -1018322.665369
  nChanged 264
		SP:Iteration 7Q (107543.680000 sec): 3 clusters
  Score: Raw -1021373.258526 + Penalty 2966.049572 = -1018407.208953
  nChanged 227
		SP:Iteration 8Q (107543.920000 sec): 3 clusters
  Score: Raw -1021443.006158 + Penalty 2966.049572 = -1018476.956586
  nChanged 217
		SP:Iteration 9Q (107544.100000 sec): 3 clusters
  Score: Raw -1021513.106891 + Penalty 2966.049572 = -1018547.057318
  nChanged 239
		SP:Iteration 10Q (107544.370000 sec): 3 clusters
  Score: Raw -1021589.576705 + Penalty 2966.049572 = -1018623.527133
  nChanged 228
		SP:Iteration 11Q (107544.590000 sec): 3 clusters
  Score: Raw -1021659.008000 + Penalty 2966.049572 = -1018692.958428
  nChanged 207
		SP:Iteration 12Q (107544.810000 sec): 3 clusters
  Score: Raw -1021728.609745 + Penalty 2966.049572 = -1018762.560172
  nChanged 210
		SP:Iteration 13Q (107545.020000 sec): 3 clusters
  Score: Raw -1021805.208394 + Penalty 2966.049572 = -1018839.158822
  nChanged 210
		SP:Iteration 14Q (107545.270000 sec): 3 clusters
  Score: Raw -1021884.700256 + Penalty 2966.049572 = -1018918.650684
  nChanged 208
		SP:Iteration 15Q (107545.510000 sec): 3 clusters
  Score: Raw -1021978.766158 + Penalty 2966.049572 = -1019012.716585
  nChanged 242
		SP:Iteration 16Q (107545.750000 sec): 3 clusters
  Score: Raw -1022084.591880 + Penalty 2966.049572 = -1019118.542307
  nChanged 244
		SP:Iteration 17Q (107545.970000 sec): 3 clusters
  Score: Raw -1022190.746849 + Penalty 2966.049572 = -1019224.697277
  nChanged 251
		SP:Iteration 18Q (107546.200000 sec): 3 clusters
  Score: Raw -1022323.829223 + Penalty 2966.049572 = -1019357.779651
  nChanged 282
		SP:Iteration 19Q (107546.450000 sec): 3 clusters
  Score: Raw -1022486.871947 + Penalty 2966.049572 = -1019520.822375
  nChanged 282
		SP:Iteration 20F (107546.600000 sec): 3 clusters
  Score: Raw -1022676.713008 + Penalty 2966.049572 = -1019710.663436
  nChanged 276
		SP:Iteration 21Q (107546.820000 sec): 3 clusters
  Score: Raw -1022855.691774 + Penalty 2966.049572 = -1019889.642201
  nChanged 229
		SP:Iteration 22Q (107547.030000 sec): 3 clusters
  Score: Raw -1022983.537589 + Penalty 2966.049572 = -1020017.488016
  nChanged 184
		SP:Iteration 23Q (107547.200000 sec): 3 clusters
  Score: Raw -1023099.416650 + Penalty 2966.049572 = -1020133.367078
  nChanged 168
		SP:Iteration 24Q (107547.410000 sec): 3 clusters
  Score: Raw -1023217.131298 + Penalty 2966.049572 = -1020251.081726
  nChanged 158
		SP:Iteration 25Q (107547.630000 sec): 3 clusters
  Score: Raw -1023317.804151 + Penalty 2966.049572 = -1020351.754579
  nChanged 137
		SP:Iteration 26Q (107547.820000 sec): 3 clusters
  Score: Raw -1023405.987822 + Penalty 2966.049572 = -1020439.938250
  nChanged 114
		SP:Iteration 27Q (107548.050000 sec): 3 clusters
  Score: Raw -1023475.115674 + Penalty 2966.049572 = -1020509.066102
  nChanged 106
		SP:Iteration 28Q (107548.270000 sec): 3 clusters
  Score: Raw -1023542.653374 + Penalty 2966.049572 = -1020576.603802
  nChanged 99
		SP:Iteration 29Q (107548.500000 sec): 3 clusters
  Score: Raw -1023609.287892 + Penalty 2966.049572 = -1020643.238320
  nChanged 64
		SP:Iteration 30Q (107548.710000 sec): 3 clusters
  Score: Raw -1023646.942284 + Penalty 2966.049572 = -1020680.892711
  nChanged 54
		SP:Iteration 31Q (107548.900000 sec): 3 clusters
  Score: Raw -1023681.496586 + Penalty 2966.049572 = -1020715.447013
  nChanged 53
		SP:Iteration 32Q (107549.150000 sec): 3 clusters
  Score: Raw -1023713.566314 + Penalty 2966.049572 = -1020747.516741
  nChanged 39
		SP:Iteration 33Q (107549.340000 sec): 3 clusters
  Score: Raw -1023739.769582 + Penalty 2966.049572 = -1020773.720009
  nChanged 25
		SP:Iteration 34Q (107549.500000 sec): 3 clusters
  Score: Raw -1023756.943769 + Penalty 2966.049572 = -1020790.894197
  nChanged 24
		SP:Iteration 35Q (107549.690000 sec): 3 clusters
  Score: Raw -1023773.335704 + Penalty 2966.049572 = -1020807.286131
  nChanged 22
		SP:Iteration 36Q (107549.930000 sec): 3 clusters
  Score: Raw -1023787.334631 + Penalty 2966.049572 = -1020821.285059
  nChanged 20
		SP:Iteration 37Q (107550.130000 sec): 3 clusters
  Score: Raw -1023798.445124 + Penalty 2966.049572 = -1020832.395552
  nChanged 10
		SP:Iteration 38Q (107550.360000 sec): 3 clusters
  Score: Raw -1023803.047072 + Penalty 2966.049572 = -1020836.997500
  nChanged 5
		SP:Iteration 39Q (107550.530000 sec): 3 clusters
  Score: Raw -1023805.968159 + Penalty 2966.049572 = -1020839.918586
  nChanged 4
		SP:Iteration 40F (107550.760000 sec): 3 clusters
  Score: Raw -1023808.705523 + Penalty 2966.049572 = -1020842.655951
  nChanged 8
		SP:Iteration 41Q (107550.970000 sec): 3 clusters
  Score: Raw -1023815.736006 + Penalty 2966.049572 = -1020849.686433
  nChanged 10
		SP:Iteration 42Q (107551.160000 sec): 3 clusters
  Score: Raw -1023821.609462 + Penalty 2966.049572 = -1020855.559890
  nChanged 3
		SP:Iteration 43Q (107551.350000 sec): 3 clusters
  Score: Raw -1023823.825199 + Penalty 2966.049572 = -1020857.775626
  nChanged 3
		SP:Iteration 44Q (107551.550000 sec): 3 clusters
  Score: Raw -1023826.022134 + Penalty 2966.049572 = -1020859.972562
  nChanged 5
		SP:Iteration 45Q (107551.740000 sec): 3 clusters
  Score: Raw -1023828.471925 + Penalty 2966.049572 = -1020862.422353
  nChanged 1
		SP:Iteration 46Q (107551.930000 sec): 3 clusters
  Score: Raw -1023829.408087 + Penalty 2966.049572 = -1020863.358515
  nChanged 1
		SP:Iteration 47Q (107552.150000 sec): 3 clusters
  Score: Raw -1023829.798097 + Penalty 2966.049572 = -1020863.748524
  nChanged 1
		SP:Iteration 48Q (107552.340000 sec): 3 clusters
  Score: Raw -1023830.376559 + Penalty 2966.049572 = -1020864.326987
  nChanged 1
		SP:Iteration 49Q (107552.520000 sec): 3 clusters
  Score: Raw -1023830.804433 + Penalty 2966.049572 = -1020864.754861
  nChanged 1
		SP:Iteration 50Q (107552.760000 sec): 3 clusters
  Score: Raw -1023831.091988 + Penalty 2966.049572 = -1020865.042416
  nChanged 0
		SP:Iteration 51F (107552.900000 sec): 3 clusters
  Score: Raw -1023831.091988 + Penalty 2966.049572 = -1020865.042416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (5468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107553.010000 sec): 2 clusters
  Score: Raw -565134.770790 + Penalty 1398.583582 = -563736.187208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107553.230000 sec): 3 clusters
  Score: Raw -562319.940102 + Penalty 2797.167164 = -559522.772938
  nChanged 2225
		SP:Iteration 1F (107553.380000 sec): 3 clusters
  Score: Raw -563802.127596 + Penalty 2797.167164 = -561004.960431
  nChanged 498
		SP:Iteration 2F (107553.570000 sec): 3 clusters
  Score: Raw -564245.908300 + Penalty 2797.167164 = -561448.741135
  nChanged 446
		SP:Iteration 3F (107553.820000 sec): 3 clusters
  Score: Raw -564672.292940 + Penalty 2797.167164 = -561875.125776
  nChanged 382
		SP:Iteration 4F (107553.990000 sec): 3 clusters
  Score: Raw -565029.103256 + Penalty 2797.167164 = -562231.936091
  nChanged 339
		SP:Iteration 5F (107554.160000 sec): 3 clusters
  Score: Raw -565312.096456 + Penalty 2797.167164 = -562514.929291
  nChanged 255
		SP:Iteration 6Q (107554.330000 sec): 3 clusters
  Score: Raw -565502.797462 + Penalty 2797.167164 = -562705.630298
  nChanged 206
		SP:Iteration 7Q (107554.530000 sec): 3 clusters
  Score: Raw -565630.429138 + Penalty 2797.167164 = -562833.261974
  nChanged 138
		SP:Iteration 8Q (107554.690000 sec): 3 clusters
  Score: Raw -565693.861163 + Penalty 2797.167164 = -562896.693999
  nChanged 98
		SP:Iteration 9Q (107554.860000 sec): 3 clusters
  Score: Raw -565732.021604 + Penalty 2797.167164 = -562934.854440
  nChanged 77
		SP:Iteration 10Q (107555.060000 sec): 3 clusters
  Score: Raw -565760.673673 + Penalty 2797.167164 = -562963.506509
  nChanged 56
		SP:Iteration 11Q (107555.210000 sec): 3 clusters
  Score: Raw -565781.271974 + Penalty 2797.167164 = -562984.104810
  nChanged 54
		SP:Iteration 12Q (107555.330000 sec): 3 clusters
  Score: Raw -565798.266953 + Penalty 2797.167164 = -563001.099789
  nChanged 30
		SP:Iteration 13Q (107555.540000 sec): 3 clusters
  Score: Raw -565809.072716 + Penalty 2797.167164 = -563011.905552
  nChanged 29
		SP:Iteration 14Q (107555.710000 sec): 3 clusters
  Score: Raw -565819.016332 + Penalty 2797.167164 = -563021.849167
  nChanged 37
		SP:Iteration 15Q (107555.920000 sec): 3 clusters
  Score: Raw -565830.642202 + Penalty 2797.167164 = -563033.475038
  nChanged 25
		SP:Iteration 16Q (107556.140000 sec): 3 clusters
  Score: Raw -565838.479981 + Penalty 2797.167164 = -563041.312817
  nChanged 27
		SP:Iteration 17Q (107556.300000 sec): 3 clusters
  Score: Raw -565846.466883 + Penalty 2797.167164 = -563049.299718
  nChanged 31
		SP:Iteration 18Q (107556.510000 sec): 3 clusters
  Score: Raw -565855.175637 + Penalty 2797.167164 = -563058.008472
  nChanged 22
		SP:Iteration 19Q (107556.730000 sec): 3 clusters
  Score: Raw -565860.467625 + Penalty 2797.167164 = -563063.300460
  nChanged 21
		SP:Iteration 20F (107556.940000 sec): 3 clusters
  Score: Raw -565866.107473 + Penalty 2797.167164 = -563068.940309
  nChanged 18
		SP:Iteration 21Q (107557.130000 sec): 3 clusters
  Score: Raw -565872.512724 + Penalty 2797.167164 = -563075.345559
  nChanged 28
		SP:Iteration 22Q (107557.300000 sec): 3 clusters
  Score: Raw -565882.108056 + Penalty 2797.167164 = -563084.940892
  nChanged 31
		SP:Iteration 23Q (107557.520000 sec): 3 clusters
  Score: Raw -565893.430003 + Penalty 2797.167164 = -563096.262839
  nChanged 30
		SP:Iteration 24Q (107557.700000 sec): 3 clusters
  Score: Raw -565902.775803 + Penalty 2797.167164 = -563105.608639
  nChanged 26
		SP:Iteration 25Q (107557.910000 sec): 3 clusters
  Score: Raw -565910.518144 + Penalty 2797.167164 = -563113.350979
  nChanged 28
		SP:Iteration 26Q (107558.100000 sec): 3 clusters
  Score: Raw -565919.752549 + Penalty 2797.167164 = -563122.585385
  nChanged 35
		SP:Iteration 27Q (107558.310000 sec): 3 clusters
  Score: Raw -565933.375254 + Penalty 2797.167164 = -563136.208090
  nChanged 36
		SP:Iteration 28Q (107558.500000 sec): 3 clusters
  Score: Raw -565950.800143 + Penalty 2797.167164 = -563153.632978
  nChanged 52
		SP:Iteration 29Q (107558.700000 sec): 3 clusters
  Score: Raw -565987.730007 + Penalty 2797.167164 = -563190.562843
  nChanged 62
		SP:Iteration 30Q (107558.920000 sec): 3 clusters
  Score: Raw -566060.104622 + Penalty 2797.167164 = -563262.937457
  nChanged 96
		SP:Iteration 31Q (107559.110000 sec): 3 clusters
  Score: Raw -566333.458944 + Penalty 2797.167164 = -563536.291779
  nChanged 189
		SP:Iteration 32Q (107559.280000 sec): 3 clusters
  Score: Raw -567147.523641 + Penalty 2797.167164 = -564350.356477
  nChanged 175
		SP:Iteration 33Q (107559.450000 sec): 3 clusters
  Score: Raw -567639.698723 + Penalty 2797.167164 = -564842.531559
  nChanged 184
		SP:Iteration 34Q (107559.640000 sec): 3 clusters
  Score: Raw -567808.191220 + Penalty 2797.167164 = -565011.024055
  nChanged 148
		SP:Iteration 35Q (107559.840000 sec): 3 clusters
  Score: Raw -567960.733628 + Penalty 2797.167164 = -565163.566464
  nChanged 130
		SP:Iteration 36Q (107560.020000 sec): 3 clusters
  Score: Raw -568147.331123 + Penalty 2797.167164 = -565350.163959
  nChanged 138
		SP:Iteration 37Q (107560.200000 sec): 3 clusters
  Score: Raw -568437.052088 + Penalty 2797.167164 = -565639.884923
  nChanged 140
		SP:Iteration 38Q (107560.410000 sec): 3 clusters
  Score: Raw -568914.129783 + Penalty 2797.167164 = -566116.962619
  nChanged 97
		SP:Iteration 39Q (107560.580000 sec): 3 clusters
  Score: Raw -569284.693148 + Penalty 2797.167164 = -566487.525984
  nChanged 63
		SP:Iteration 40F (107560.770000 sec): 3 clusters
  Score: Raw -569449.475732 + Penalty 2797.167164 = -566652.308567
  nChanged 23
		SP:Iteration 41Q (107560.920000 sec): 3 clusters
  Score: Raw -569472.593762 + Penalty 2797.167164 = -566675.426598
  nChanged 8
		SP:Iteration 42Q (107561.080000 sec): 3 clusters
  Score: Raw -569476.178878 + Penalty 2797.167164 = -566679.011713
  nChanged 1
		SP:Iteration 43Q (107561.330000 sec): 3 clusters
  Score: Raw -569476.471261 + Penalty 2797.167164 = -566679.304097
  nChanged 1
		SP:Iteration 44Q (107561.520000 sec): 3 clusters
  Score: Raw -569477.155036 + Penalty 2797.167164 = -566679.987871
  nChanged 1
		SP:Iteration 45Q (107561.700000 sec): 3 clusters
  Score: Raw -569477.442466 + Penalty 2797.167164 = -566680.275302
  nChanged 0
		SP:Iteration 46F (107561.890000 sec): 3 clusters
  Score: Raw -569477.442466 + Penalty 2797.167164 = -566680.275302
  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 9.05 GB.

 Trying to split cluster 54 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107562.020000 sec): 2 clusters
  Score: Raw -62907.088928 + Penalty 1033.149368 = -61873.939559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107562.180000 sec): 3 clusters
  Score: Raw -62789.023426 + Penalty 2066.298737 = -60722.724689
  nChanged 134
		SP:Iteration 1F (107562.360000 sec): 3 clusters
  Score: Raw -62963.232263 + Penalty 2066.298737 = -60896.933527
  nChanged 27
		SP:Iteration 2Q (107562.540000 sec): 3 clusters
  Score: Raw -63002.861446 + Penalty 2066.298737 = -60936.562709
  nChanged 11
		SP:Iteration 3Q (107562.640000 sec): 3 clusters
  Score: Raw -63018.480157 + Penalty 2066.298737 = -60952.181420
  nChanged 10
		SP:Iteration 4Q (107562.770000 sec): 3 clusters
  Score: Raw -63033.501266 + Penalty 2066.298737 = -60967.202529
  nChanged 11
		SP:Iteration 5Q (107562.890000 sec): 3 clusters
  Score: Raw -63056.072055 + Penalty 2066.298737 = -60989.773319
  nChanged 8
		SP:Iteration 6Q (107563.060000 sec): 3 clusters
  Score: Raw -63093.907549 + Penalty 2066.298737 = -61027.608812
  nChanged 11
		SP:Iteration 7Q (107563.150000 sec): 3 clusters
  Score: Raw -63208.189977 + Penalty 2066.298737 = -61141.891240
  nChanged 10
		SP:Iteration 8Q (107563.310000 sec): 3 clusters
  Score: Raw -63491.890834 + Penalty 2066.298737 = -61425.592097
  nChanged 61
		SP:Iteration 9F (107563.510000 sec): 3 clusters
  Score: Raw -63616.089433 + Penalty 2066.298737 = -61549.790697
  nChanged 54
		SP:Iteration 10F (107563.670000 sec): 3 clusters
  Score: Raw -63738.462590 + Penalty 2066.298737 = -61672.163853
  nChanged 52
		SP:Iteration 11F (107563.830000 sec): 3 clusters
  Score: Raw -63856.224337 + Penalty 2066.298737 = -61789.925600
  nChanged 43
		SP:Iteration 12F (107563.950000 sec): 3 clusters
  Score: Raw -63973.724314 + Penalty 2066.298737 = -61907.425577
  nChanged 35
		SP:Iteration 13F (107564.110000 sec): 3 clusters
  Score: Raw -64072.764241 + Penalty 2066.298737 = -62006.465504
  nChanged 15
		SP:Iteration 14Q (107564.250000 sec): 3 clusters
  Score: Raw -64112.542982 + Penalty 2066.298737 = -62046.244245
  nChanged 5
		SP:Iteration 15Q (107564.360000 sec): 3 clusters
  Score: Raw -64124.917945 + Penalty 2066.298737 = -62058.619208
  nChanged 4
		SP:Iteration 16Q (107564.520000 sec): 3 clusters
  Score: Raw -64135.827619 + Penalty 2066.298737 = -62069.528882
  nChanged 0
		SP:Iteration 17F (107564.690000 sec): 3 clusters
  Score: Raw -64135.827619 + Penalty 2066.298737 = -62069.528882
  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 9.05 GB.

 Trying to split cluster 55 (7869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107564.830000 sec): 2 clusters
  Score: Raw -870909.449305 + Penalty 1457.736519 = -869451.712786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107565.010000 sec): 3 clusters
  Score: Raw -866515.153269 + Penalty 2915.473037 = -863599.680232
  nChanged 3373
		SP:Iteration 1F (107565.230000 sec): 3 clusters
  Score: Raw -868357.447467 + Penalty 2915.473037 = -865441.974430
  nChanged 485
		SP:Iteration 2F (107565.430000 sec): 3 clusters
  Score: Raw -868610.365917 + Penalty 2915.473037 = -865694.892879
  nChanged 438
		SP:Iteration 3F (107565.640000 sec): 3 clusters
  Score: Raw -868836.544811 + Penalty 2915.473037 = -865921.071773
  nChanged 411
		SP:Iteration 4F (107565.790000 sec): 3 clusters
  Score: Raw -869051.539040 + Penalty 2915.473037 = -866136.066003
  nChanged 376
		SP:Iteration 5Q (107565.950000 sec): 3 clusters
  Score: Raw -869264.860802 + Penalty 2915.473037 = -866349.387764
  nChanged 388
		SP:Iteration 6Q (107566.150000 sec): 3 clusters
  Score: Raw -869490.184265 + Penalty 2915.473037 = -866574.711228
  nChanged 390
		SP:Iteration 7Q (107566.350000 sec): 3 clusters
  Score: Raw -869745.362120 + Penalty 2915.473037 = -866829.889083
  nChanged 375
		SP:Iteration 8Q (107566.600000 sec): 3 clusters
  Score: Raw -869996.236248 + Penalty 2915.473037 = -867080.763211
  nChanged 341
		SP:Iteration 9Q (107566.800000 sec): 3 clusters
  Score: Raw -870227.484760 + Penalty 2915.473037 = -867312.011723
  nChanged 287
		SP:Iteration 10Q (107567.020000 sec): 3 clusters
  Score: Raw -870424.879784 + Penalty 2915.473037 = -867509.406746
  nChanged 255
		SP:Iteration 11Q (107567.230000 sec): 3 clusters
  Score: Raw -870623.923542 + Penalty 2915.473037 = -867708.450505
  nChanged 211
		SP:Iteration 12Q (107567.350000 sec): 3 clusters
  Score: Raw -870792.537290 + Penalty 2915.473037 = -867877.064253
  nChanged 181
		SP:Iteration 13Q (107567.530000 sec): 3 clusters
  Score: Raw -870955.799951 + Penalty 2915.473037 = -868040.326914
  nChanged 159
		SP:Iteration 14Q (107567.670000 sec): 3 clusters
  Score: Raw -871101.653258 + Penalty 2915.473037 = -868186.180221
  nChanged 139
		SP:Iteration 15Q (107567.850000 sec): 3 clusters
  Score: Raw -871203.663262 + Penalty 2915.473037 = -868288.190225
  nChanged 96
		SP:Iteration 16Q (107568.030000 sec): 3 clusters
  Score: Raw -871262.776624 + Penalty 2915.473037 = -868347.303587
  nChanged 76
		SP:Iteration 17Q (107568.190000 sec): 3 clusters
  Score: Raw -871301.399168 + Penalty 2915.473037 = -868385.926131
  nChanged 58
		SP:Iteration 18Q (107568.320000 sec): 3 clusters
  Score: Raw -871322.050466 + Penalty 2915.473037 = -868406.577429
  nChanged 33
		SP:Iteration 19Q (107568.470000 sec): 3 clusters
  Score: Raw -871332.388608 + Penalty 2915.473037 = -868416.915570
  nChanged 23
		SP:Iteration 20F (107568.650000 sec): 3 clusters
  Score: Raw -871339.124934 + Penalty 2915.473037 = -868423.651897
  nChanged 21
		SP:Iteration 21Q (107568.860000 sec): 3 clusters
  Score: Raw -871346.182876 + Penalty 2915.473037 = -868430.709839
  nChanged 12
		SP:Iteration 22Q (107569.030000 sec): 3 clusters
  Score: Raw -871349.168833 + Penalty 2915.473037 = -868433.695795
  nChanged 6
		SP:Iteration 23Q (107569.270000 sec): 3 clusters
  Score: Raw -871350.427611 + Penalty 2915.473037 = -868434.954574
  nChanged 2
		SP:Iteration 24Q (107569.490000 sec): 3 clusters
  Score: Raw -871351.067455 + Penalty 2915.473037 = -868435.594417
  nChanged 3
		SP:Iteration 25Q (107569.710000 sec): 3 clusters
  Score: Raw -871351.448757 + Penalty 2915.473037 = -868435.975720
  nChanged 2
		SP:Iteration 26Q (107569.900000 sec): 3 clusters
  Score: Raw -871351.747181 + Penalty 2915.473037 = -868436.274144
  nChanged 0
		SP:Iteration 27F (107570.090000 sec): 3 clusters
  Score: Raw -871351.747181 + Penalty 2915.473037 = -868436.274144
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107570.180000 sec): 2 clusters
  Score: Raw -25863.187938 + Penalty 909.743568 = -24953.444369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107570.360000 sec): 3 clusters
  Score: Raw -26023.906597 + Penalty 1819.487137 = -24204.419460
  nChanged 48
		SP:Iteration 1F (107570.540000 sec): 3 clusters
  Score: Raw -26139.612562 + Penalty 1819.487137 = -24320.125425
  nChanged 22
		SP:Iteration 2F (107570.700000 sec): 3 clusters
  Score: Raw -26214.695961 + Penalty 1819.487137 = -24395.208824
  nChanged 16
		SP:Iteration 3F (107570.870000 sec): 3 clusters
  Score: Raw -26258.735168 + Penalty 1819.487137 = -24439.248032
  nChanged 9
		SP:Iteration 4Q (107571.040000 sec): 3 clusters
  Score: Raw -26274.573871 + Penalty 1819.487137 = -24455.086734
  nChanged 2
		SP:Iteration 5Q (107571.180000 sec): 3 clusters
  Score: Raw -26288.246559 + Penalty 1819.487137 = -24468.759422
  nChanged 5
		SP:Iteration 6Q (107571.310000 sec): 3 clusters
  Score: Raw -26304.860863 + Penalty 1819.487137 = -24485.373727
  nChanged 6
		SP:Iteration 7Q (107571.460000 sec): 3 clusters
  Score: Raw -26348.078771 + Penalty 1819.487137 = -24528.591634
  nChanged 6
		SP:Iteration 8Q (107571.570000 sec): 3 clusters
  Score: Raw -26379.030660 + Penalty 1819.487137 = -24559.543524
  nChanged 8
		SP:Iteration 9Q (107571.680000 sec): 3 clusters
  Score: Raw -26523.331595 + Penalty 1819.487137 = -24703.844459
  nChanged 14
		SP:Iteration 10F (107571.790000 sec): 3 clusters
  Score: Raw -26671.202176 + Penalty 1819.487137 = -24851.715039
  nChanged 10
		SP:Iteration 11Q (107572.000000 sec): 3 clusters
  Score: Raw -26804.160860 + Penalty 1819.487137 = -24984.673723
  nChanged 3
		SP:Iteration 12Q (107572.120000 sec): 3 clusters
  Score: Raw -26815.059447 + Penalty 1819.487137 = -24995.572310
  nChanged 3
		SP:Iteration 13Q (107572.360000 sec): 3 clusters
  Score: Raw -26825.842516 + Penalty 1819.487137 = -25006.355380
  nChanged 2
		SP:Iteration 14Q (107572.520000 sec): 3 clusters
  Score: Raw -26832.560699 + Penalty 1819.487137 = -25013.073562
  nChanged 1
		SP:Iteration 15Q (107572.670000 sec): 3 clusters
  Score: Raw -26835.342181 + Penalty 1819.487137 = -25015.855045
  nChanged 1
		SP:Iteration 16Q (107572.850000 sec): 3 clusters
  Score: Raw -26837.403014 + Penalty 1819.487137 = -25017.915878
  nChanged 0
		SP:Iteration 17F (107573.020000 sec): 3 clusters
  Score: Raw -26837.403014 + Penalty 1819.487137 = -25017.915878
  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 9.05 GB.

 Trying to split cluster 57 (47871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107573.430000 sec): 2 clusters
  Score: Raw -5233239.637501 + Penalty 1751.143090 = -5231488.494410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107573.840000 sec): 3 clusters
  Score: Raw -5203185.223647 + Penalty 3502.286181 = -5199682.937466
  nChanged 22390
		SP:Iteration 1F (107574.310000 sec): 3 clusters
  Score: Raw -5216200.791576 + Penalty 3502.286181 = -5212698.505395
  nChanged 2462
		SP:Iteration 2F (107574.780000 sec): 3 clusters
  Score: Raw -5217310.587615 + Penalty 3502.286181 = -5213808.301434
  nChanged 2623
		SP:Iteration 3F (107575.190000 sec): 3 clusters
  Score: Raw -5218514.272932 + Penalty 3502.286181 = -5215011.986751
  nChanged 2684
		SP:Iteration 4F (107575.610000 sec): 3 clusters
  Score: Raw -5219797.103492 + Penalty 3502.286181 = -5216294.817311
  nChanged 2692
		SP:Iteration 5F (107576.040000 sec): 3 clusters
  Score: Raw -5221166.279268 + Penalty 3502.286181 = -5217663.993087
  nChanged 2567
		SP:Iteration 6F (107576.470000 sec): 3 clusters
  Score: Raw -5222647.259292 + Penalty 3502.286181 = -5219144.973111
  nChanged 2467
		SP:Iteration 7F (107576.940000 sec): 3 clusters
  Score: Raw -5224164.848010 + Penalty 3502.286181 = -5220662.561829
  nChanged 2370
		SP:Iteration 8Q (107577.370000 sec): 3 clusters
  Score: Raw -5225724.476568 + Penalty 3502.286181 = -5222222.190387
  nChanged 2206
		SP:Iteration 9Q (107577.790000 sec): 3 clusters
  Score: Raw -5227080.329304 + Penalty 3502.286181 = -5223578.043123
  nChanged 1743
		SP:Iteration 10Q (107578.290000 sec): 3 clusters
  Score: Raw -5227962.253052 + Penalty 3502.286181 = -5224459.966871
  nChanged 1316
		SP:Iteration 11Q (107578.770000 sec): 3 clusters
  Score: Raw -5228505.083280 + Penalty 3502.286181 = -5225002.797100
  nChanged 982
		SP:Iteration 12Q (107579.200000 sec): 3 clusters
  Score: Raw -5228824.603533 + Penalty 3502.286181 = -5225322.317353
  nChanged 815
		SP:Iteration 13Q (107579.610000 sec): 3 clusters
  Score: Raw -5229055.572274 + Penalty 3502.286181 = -5225553.286093
  nChanged 674
		SP:Iteration 14Q (107580.080000 sec): 3 clusters
  Score: Raw -5229224.897819 + Penalty 3502.286181 = -5225722.611639
  nChanged 581
		SP:Iteration 15Q (107580.490000 sec): 3 clusters
  Score: Raw -5229348.170327 + Penalty 3502.286181 = -5225845.884146
  nChanged 487
		SP:Iteration 16Q (107580.970000 sec): 3 clusters
  Score: Raw -5229439.570468 + Penalty 3502.286181 = -5225937.284287
  nChanged 413
		SP:Iteration 17Q (107581.390000 sec): 3 clusters
  Score: Raw -5229507.634805 + Penalty 3502.286181 = -5226005.348624
  nChanged 360
		SP:Iteration 18Q (107581.790000 sec): 3 clusters
  Score: Raw -5229561.401577 + Penalty 3502.286181 = -5226059.115396
  nChanged 287
		SP:Iteration 19Q (107582.270000 sec): 3 clusters
  Score: Raw -5229601.675464 + Penalty 3502.286181 = -5226099.389283
  nChanged 272
		SP:Iteration 20F (107582.680000 sec): 3 clusters
  Score: Raw -5229639.315074 + Penalty 3502.286181 = -5226137.028893
  nChanged 265
		SP:Iteration 21Q (107583.100000 sec): 3 clusters
  Score: Raw -5229673.434950 + Penalty 3502.286181 = -5226171.148769
  nChanged 242
		SP:Iteration 22Q (107583.550000 sec): 3 clusters
  Score: Raw -5229702.734294 + Penalty 3502.286181 = -5226200.448113
  nChanged 238
		SP:Iteration 23Q (107583.950000 sec): 3 clusters
  Score: Raw -5229729.531125 + Penalty 3502.286181 = -5226227.244944
  nChanged 202
		SP:Iteration 24Q (107584.350000 sec): 3 clusters
  Score: Raw -5229752.273466 + Penalty 3502.286181 = -5226249.987285
  nChanged 210
		SP:Iteration 25Q (107584.770000 sec): 3 clusters
  Score: Raw -5229776.201411 + Penalty 3502.286181 = -5226273.915230
  nChanged 212
		SP:Iteration 26Q (107585.170000 sec): 3 clusters
  Score: Raw -5229802.984475 + Penalty 3502.286181 = -5226300.698294
  nChanged 222
		SP:Iteration 27Q (107585.570000 sec): 3 clusters
  Score: Raw -5229830.202143 + Penalty 3502.286181 = -5226327.915962
  nChanged 233
		SP:Iteration 28Q (107585.960000 sec): 3 clusters
  Score: Raw -5229861.594159 + Penalty 3502.286181 = -5226359.307979
  nChanged 257
		SP:Iteration 29Q (107586.380000 sec): 3 clusters
  Score: Raw -5229903.878746 + Penalty 3502.286181 = -5226401.592565
  nChanged 291
		SP:Iteration 30Q (107586.840000 sec): 3 clusters
  Score: Raw -5229955.475128 + Penalty 3502.286181 = -5226453.188947
  nChanged 339
		SP:Iteration 31Q (107587.280000 sec): 3 clusters
  Score: Raw -5230018.159024 + Penalty 3502.286181 = -5226515.872843
  nChanged 361
		SP:Iteration 32Q (107587.730000 sec): 3 clusters
  Score: Raw -5230084.764874 + Penalty 3502.286181 = -5226582.478693
  nChanged 352
		SP:Iteration 33Q (107588.160000 sec): 3 clusters
  Score: Raw -5230146.700953 + Penalty 3502.286181 = -5226644.414772
  nChanged 317
		SP:Iteration 34Q (107588.560000 sec): 3 clusters
  Score: Raw -5230201.518320 + Penalty 3502.286181 = -5226699.232139
  nChanged 329
		SP:Iteration 35Q (107588.940000 sec): 3 clusters
  Score: Raw -5230264.810047 + Penalty 3502.286181 = -5226762.523866
  nChanged 379
		SP:Iteration 36Q (107589.410000 sec): 3 clusters
  Score: Raw -5230348.871500 + Penalty 3502.286181 = -5226846.585319
  nChanged 446
		SP:Iteration 37Q (107589.880000 sec): 3 clusters
  Score: Raw -5230463.249794 + Penalty 3502.286181 = -5226960.963613
  nChanged 462
		SP:Iteration 38Q (107590.310000 sec): 3 clusters
  Score: Raw -5230587.332953 + Penalty 3502.286181 = -5227085.046772
  nChanged 485
		SP:Iteration 39Q (107590.730000 sec): 3 clusters
  Score: Raw -5230716.182215 + Penalty 3502.286181 = -5227213.896034
  nChanged 496
		SP:Iteration 40F (107591.140000 sec): 3 clusters
  Score: Raw -5230867.470031 + Penalty 3502.286181 = -5227365.183850
  nChanged 535
		SP:Iteration 41Q (107591.530000 sec): 3 clusters
  Score: Raw -5231045.978605 + Penalty 3502.286181 = -5227543.692424
  nChanged 579
		SP:Iteration 42Q (107591.950000 sec): 3 clusters
  Score: Raw -5231240.778432 + Penalty 3502.286181 = -5227738.492251
  nChanged 596
		SP:Iteration 43Q (107592.390000 sec): 3 clusters
  Score: Raw -5231470.598961 + Penalty 3502.286181 = -5227968.312780
  nChanged 625
		SP:Iteration 44Q (107592.790000 sec): 3 clusters
  Score: Raw -5231725.033819 + Penalty 3502.286181 = -5228222.747638
  nChanged 617
		SP:Iteration 45Q (107593.200000 sec): 3 clusters
  Score: Raw -5231990.705782 + Penalty 3502.286181 = -5228488.419601
  nChanged 623
		SP:Iteration 46Q (107593.650000 sec): 3 clusters
  Score: Raw -5232268.137639 + Penalty 3502.286181 = -5228765.851458
  nChanged 596
		SP:Iteration 47Q (107594.080000 sec): 3 clusters
  Score: Raw -5232542.170702 + Penalty 3502.286181 = -5229039.884521
  nChanged 596
		SP:Iteration 48Q (107594.480000 sec): 3 clusters
  Score: Raw -5232818.419915 + Penalty 3502.286181 = -5229316.133734
  nChanged 551
		SP:Iteration 49Q (107594.910000 sec): 3 clusters
  Score: Raw -5233084.052750 + Penalty 3502.286181 = -5229581.766569
  nChanged 447
		SP:Iteration 50Q (107595.260000 sec): 3 clusters
  Score: Raw -5233290.474141 + Penalty 3502.286181 = -5229788.187960
  nChanged 396
		SP:Iteration 51Q (107595.640000 sec): 3 clusters
  Score: Raw -5233473.773065 + Penalty 3502.286181 = -5229971.486884
  nChanged 336
		SP:Iteration 52Q (107595.980000 sec): 3 clusters
  Score: Raw -5233618.484868 + Penalty 3502.286181 = -5230116.198687
  nChanged 254
		SP:Iteration 53Q (107596.360000 sec): 3 clusters
  Score: Raw -5233722.883921 + Penalty 3502.286181 = -5230220.597740
  nChanged 191
		SP:Iteration 54Q (107596.740000 sec): 3 clusters
  Score: Raw -5233791.519930 + Penalty 3502.286181 = -5230289.233749
  nChanged 161
		SP:Iteration 55Q (107597.120000 sec): 3 clusters
  Score: Raw -5233843.471023 + Penalty 3502.286181 = -5230341.184842
  nChanged 129
		SP:Iteration 56Q (107597.460000 sec): 3 clusters
  Score: Raw -5233879.904924 + Penalty 3502.286181 = -5230377.618743
  nChanged 92
		SP:Iteration 57Q (107597.910000 sec): 3 clusters
  Score: Raw -5233903.485000 + Penalty 3502.286181 = -5230401.198819
  nChanged 78
		SP:Iteration 58Q (107598.290000 sec): 3 clusters
  Score: Raw -5233925.200922 + Penalty 3502.286181 = -5230422.914741
  nChanged 74
		SP:Iteration 59Q (107598.670000 sec): 3 clusters
  Score: Raw -5233944.226493 + Penalty 3502.286181 = -5230441.940312
  nChanged 60
		SP:Iteration 60F (107599.070000 sec): 3 clusters
  Score: Raw -5233959.073298 + Penalty 3502.286181 = -5230456.787117
  nChanged 47
		SP:Iteration 61Q (107599.520000 sec): 3 clusters
  Score: Raw -5233971.215619 + Penalty 3502.286181 = -5230468.929438
  nChanged 45
		SP:Iteration 62Q (107599.930000 sec): 3 clusters
  Score: Raw -5233982.162000 + Penalty 3502.286181 = -5230479.875819
  nChanged 41
		SP:Iteration 63Q (107600.320000 sec): 3 clusters
  Score: Raw -5233991.782774 + Penalty 3502.286181 = -5230489.496593
  nChanged 31
		SP:Iteration 64Q (107600.690000 sec): 3 clusters
  Score: Raw -5233997.887677 + Penalty 3502.286181 = -5230495.601496
  nChanged 23
		SP:Iteration 65Q (107601.130000 sec): 3 clusters
  Score: Raw -5234002.599654 + Penalty 3502.286181 = -5230500.313473
  nChanged 19
		SP:Iteration 66Q (107601.560000 sec): 3 clusters
  Score: Raw -5234006.815924 + Penalty 3502.286181 = -5230504.529743
  nChanged 16
		SP:Iteration 67Q (107601.950000 sec): 3 clusters
  Score: Raw -5234010.385899 + Penalty 3502.286181 = -5230508.099718
  nChanged 22
		SP:Iteration 68Q (107602.380000 sec): 3 clusters
  Score: Raw -5234014.915534 + Penalty 3502.286181 = -5230512.629353
  nChanged 17
		SP:Iteration 69Q (107602.740000 sec): 3 clusters
  Score: Raw -5234018.989641 + Penalty 3502.286181 = -5230516.703460
  nChanged 19
		SP:Iteration 70Q (107603.110000 sec): 3 clusters
  Score: Raw -5234023.058557 + Penalty 3502.286181 = -5230520.772376
  nChanged 19
		SP:Iteration 71Q (107603.510000 sec): 3 clusters
  Score: Raw -5234027.609673 + Penalty 3502.286181 = -5230525.323492
  nChanged 22
		SP:Iteration 72Q (107603.880000 sec): 3 clusters
  Score: Raw -5234032.133579 + Penalty 3502.286181 = -5230529.847398
  nChanged 19
		SP:Iteration 73Q (107604.300000 sec): 3 clusters
  Score: Raw -5234036.048530 + Penalty 3502.286181 = -5230533.762349
  nChanged 16
		SP:Iteration 74Q (107604.640000 sec): 3 clusters
  Score: Raw -5234039.306674 + Penalty 3502.286181 = -5230537.020493
  nChanged 17
		SP:Iteration 75Q (107605.070000 sec): 3 clusters
  Score: Raw -5234042.055362 + Penalty 3502.286181 = -5230539.769181
  nChanged 14
		SP:Iteration 76Q (107605.420000 sec): 3 clusters
  Score: Raw -5234043.906244 + Penalty 3502.286181 = -5230541.620063
  nChanged 8
		SP:Iteration 77Q (107605.800000 sec): 3 clusters
  Score: Raw -5234045.274200 + Penalty 3502.286181 = -5230542.988019
  nChanged 8
		SP:Iteration 78Q (107606.170000 sec): 3 clusters
  Score: Raw -5234046.752370 + Penalty 3502.286181 = -5230544.466189
  nChanged 7
		SP:Iteration 79Q (107606.550000 sec): 3 clusters
  Score: Raw -5234047.956829 + Penalty 3502.286181 = -5230545.670648
  nChanged 4
		SP:Iteration 80F (107606.910000 sec): 3 clusters
  Score: Raw -5234048.788326 + Penalty 3502.286181 = -5230546.502145
  nChanged 1
		SP:Iteration 81Q (107607.230000 sec): 3 clusters
  Score: Raw -5234048.912394 + Penalty 3502.286181 = -5230546.626213
  nChanged 1
		SP:Iteration 82Q (107607.580000 sec): 3 clusters
  Score: Raw -5234049.145790 + Penalty 3502.286181 = -5230546.859609
  nChanged 0
		SP:Iteration 83F (107607.930000 sec): 3 clusters
  Score: Raw -5234049.145790 + Penalty 3502.286181 = -5230546.859609
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (1890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107608.060000 sec): 2 clusters
  Score: Raw -194629.670090 + Penalty 1225.953968 = -193403.716122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107608.250000 sec): 3 clusters
  Score: Raw -193845.182659 + Penalty 2451.907935 = -191393.274724
  nChanged 653
		SP:Iteration 1F (107608.410000 sec): 3 clusters
  Score: Raw -194373.592123 + Penalty 2451.907935 = -191921.684188
  nChanged 193
		SP:Iteration 2F (107608.580000 sec): 3 clusters
  Score: Raw -194575.159630 + Penalty 2451.907935 = -192123.251695
  nChanged 117
		SP:Iteration 3F (107608.730000 sec): 3 clusters
  Score: Raw -194710.251019 + Penalty 2451.907935 = -192258.343084
  nChanged 100
		SP:Iteration 4F (107608.930000 sec): 3 clusters
  Score: Raw -194861.423278 + Penalty 2451.907935 = -192409.515343
  nChanged 101
		SP:Iteration 5F (107609.110000 sec): 3 clusters
  Score: Raw -194987.157583 + Penalty 2451.907935 = -192535.249647
  nChanged 81
		SP:Iteration 6Q (107609.280000 sec): 3 clusters
  Score: Raw -195081.190685 + Penalty 2451.907935 = -192629.282750
  nChanged 73
		SP:Iteration 7Q (107609.470000 sec): 3 clusters
  Score: Raw -195161.377354 + Penalty 2451.907935 = -192709.469419
  nChanged 49
		SP:Iteration 8Q (107609.640000 sec): 3 clusters
  Score: Raw -195199.371811 + Penalty 2451.907935 = -192747.463876
  nChanged 35
		SP:Iteration 9Q (107609.800000 sec): 3 clusters
  Score: Raw -195222.326145 + Penalty 2451.907935 = -192770.418210
  nChanged 23
		SP:Iteration 10Q (107609.970000 sec): 3 clusters
  Score: Raw -195236.155872 + Penalty 2451.907935 = -192784.247937
  nChanged 16
		SP:Iteration 11Q (107610.130000 sec): 3 clusters
  Score: Raw -195246.501568 + Penalty 2451.907935 = -192794.593633
  nChanged 15
		SP:Iteration 12Q (107610.310000 sec): 3 clusters
  Score: Raw -195255.936340 + Penalty 2451.907935 = -192804.028405
  nChanged 9
		SP:Iteration 13Q (107610.530000 sec): 3 clusters
  Score: Raw -195260.878143 + Penalty 2451.907935 = -192808.970208
  nChanged 9
		SP:Iteration 14Q (107610.680000 sec): 3 clusters
  Score: Raw -195265.575242 + Penalty 2451.907935 = -192813.667307
  nChanged 5
		SP:Iteration 15Q (107610.860000 sec): 3 clusters
  Score: Raw -195267.487041 + Penalty 2451.907935 = -192815.579106
  nChanged 4
		SP:Iteration 16Q (107611.000000 sec): 3 clusters
  Score: Raw -195271.043358 + Penalty 2451.907935 = -192819.135423
  nChanged 2
		SP:Iteration 17Q (107611.180000 sec): 3 clusters
  Score: Raw -195272.420175 + Penalty 2451.907935 = -192820.512240
  nChanged 2
		SP:Iteration 18Q (107611.350000 sec): 3 clusters
  Score: Raw -195272.971949 + Penalty 2451.907935 = -192821.064013
  nChanged 1
		SP:Iteration 19Q (107611.490000 sec): 3 clusters
  Score: Raw -195273.517562 + Penalty 2451.907935 = -192821.609627
  nChanged 0
		SP:Iteration 20F (107611.670000 sec): 3 clusters
  Score: Raw -195273.517562 + Penalty 2451.907935 = -192821.609627
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (6851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107611.790000 sec): 2 clusters
  Score: Raw -705258.947991 + Penalty 1435.224360 = -703823.723631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107611.960000 sec): 3 clusters
  Score: Raw -701628.402389 + Penalty 2870.448719 = -698757.953669
  nChanged 2865
		SP:Iteration 1F (107612.120000 sec): 3 clusters
  Score: Raw -704371.882089 + Penalty 2870.448719 = -701501.433370
  nChanged 877
		SP:Iteration 2F (107612.320000 sec): 3 clusters
  Score: Raw -705970.767813 + Penalty 2870.448719 = -703100.319094
  nChanged 793
		SP:Iteration 3F (107612.510000 sec): 3 clusters
  Score: Raw -707742.326438 + Penalty 2870.448719 = -704871.877718
  nChanged 714
		SP:Iteration 4F (107612.700000 sec): 3 clusters
  Score: Raw -710277.152460 + Penalty 2870.448719 = -707406.703741
  nChanged 492
		SP:Iteration 5F (107612.860000 sec): 3 clusters
  Score: Raw -712582.765952 + Penalty 2870.448719 = -709712.317233
  nChanged 144
		SP:Iteration 6Q (107613.070000 sec): 3 clusters
  Score: Raw -713176.126596 + Penalty 2870.448719 = -710305.677876
  nChanged 51
		SP:Iteration 7Q (107613.280000 sec): 3 clusters
  Score: Raw -713265.020900 + Penalty 2870.448719 = -710394.572181
  nChanged 12
		SP:Iteration 8Q (107613.460000 sec): 3 clusters
  Score: Raw -713271.617936 + Penalty 2870.448719 = -710401.169216
  nChanged 3
		SP:Iteration 9Q (107613.650000 sec): 3 clusters
  Score: Raw -713272.309452 + Penalty 2870.448719 = -710401.860733
  nChanged 1
		SP:Iteration 10Q (107613.840000 sec): 3 clusters
  Score: Raw -713272.429165 + Penalty 2870.448719 = -710401.980445
  nChanged 0
		SP:Iteration 11F (107614.030000 sec): 3 clusters
  Score: Raw -713272.429165 + Penalty 2870.448719 = -710401.980445
  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 9.05 GB.

 Trying to split cluster 60 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107614.120000 sec): 2 clusters
  Score: Raw -81767.726731 + Penalty 1077.486050 = -80690.240680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107614.290000 sec): 3 clusters
  Score: Raw -81585.500753 + Penalty 2154.972100 = -79430.528653
  nChanged 199
		SP:Iteration 1F (107614.450000 sec): 3 clusters
  Score: Raw -81833.972193 + Penalty 2154.972100 = -79679.000093
  nChanged 52
		SP:Iteration 2F (107614.650000 sec): 3 clusters
  Score: Raw -81878.222734 + Penalty 2154.972100 = -79723.250634
  nChanged 18
		SP:Iteration 3Q (107614.860000 sec): 3 clusters
  Score: Raw -81899.634788 + Penalty 2154.972100 = -79744.662688
  nChanged 10
		SP:Iteration 4Q (107615.050000 sec): 3 clusters
  Score: Raw -81911.248095 + Penalty 2154.972100 = -79756.275994
  nChanged 12
		SP:Iteration 5Q (107615.200000 sec): 3 clusters
  Score: Raw -81926.812565 + Penalty 2154.972100 = -79771.840465
  nChanged 14
		SP:Iteration 6Q (107615.340000 sec): 3 clusters
  Score: Raw -81943.563004 + Penalty 2154.972100 = -79788.590903
  nChanged 7
		SP:Iteration 7Q (107615.480000 sec): 3 clusters
  Score: Raw -81952.360915 + Penalty 2154.972100 = -79797.388815
  nChanged 8
		SP:Iteration 8Q (107615.610000 sec): 3 clusters
  Score: Raw -81962.350776 + Penalty 2154.972100 = -79807.378676
  nChanged 8
		SP:Iteration 9Q (107615.800000 sec): 3 clusters
  Score: Raw -81971.695163 + Penalty 2154.972100 = -79816.723063
  nChanged 5
		SP:Iteration 10Q (107615.930000 sec): 3 clusters
  Score: Raw -81975.456180 + Penalty 2154.972100 = -79820.484080
  nChanged 2
		SP:Iteration 11Q (107616.120000 sec): 3 clusters
  Score: Raw -81979.204811 + Penalty 2154.972100 = -79824.232710
  nChanged 2
		SP:Iteration 12Q (107616.300000 sec): 3 clusters
  Score: Raw -81980.633703 + Penalty 2154.972100 = -79825.661603
  nChanged 2
		SP:Iteration 13Q (107616.440000 sec): 3 clusters
  Score: Raw -81982.569819 + Penalty 2154.972100 = -79827.597719
  nChanged 2
		SP:Iteration 14Q (107616.630000 sec): 3 clusters
  Score: Raw -81983.955376 + Penalty 2154.972100 = -79828.983276
  nChanged 3
		SP:Iteration 15Q (107616.820000 sec): 3 clusters
  Score: Raw -81985.504085 + Penalty 2154.972100 = -79830.531984
  nChanged 1
		SP:Iteration 16Q (107616.990000 sec): 3 clusters
  Score: Raw -81986.059470 + Penalty 2154.972100 = -79831.087369
  nChanged 2
		SP:Iteration 17Q (107617.180000 sec): 3 clusters
  Score: Raw -81987.167538 + Penalty 2154.972100 = -79832.195437
  nChanged 0
		SP:Iteration 18F (107617.320000 sec): 3 clusters
  Score: Raw -81987.167538 + Penalty 2154.972100 = -79832.195437
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107617.430000 sec): 2 clusters
  Score: Raw -300429.381790 + Penalty 1289.591079 = -299139.790710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107617.560000 sec): 3 clusters
  Score: Raw -299129.386146 + Penalty 2579.182159 = -296550.203987
  nChanged 1038
		SP:Iteration 1F (107617.680000 sec): 3 clusters
  Score: Raw -299897.100297 + Penalty 2579.182159 = -297317.918139
  nChanged 259
		SP:Iteration 2F (107617.830000 sec): 3 clusters
  Score: Raw -300179.266871 + Penalty 2579.182159 = -297600.084712
  nChanged 205
		SP:Iteration 3F (107618.020000 sec): 3 clusters
  Score: Raw -300416.395917 + Penalty 2579.182159 = -297837.213758
  nChanged 173
		SP:Iteration 4F (107618.200000 sec): 3 clusters
  Score: Raw -300623.771602 + Penalty 2579.182159 = -298044.589444
  nChanged 161
		SP:Iteration 5F (107618.360000 sec): 3 clusters
  Score: Raw -300800.170715 + Penalty 2579.182159 = -298220.988557
  nChanged 114
		SP:Iteration 6Q (107618.510000 sec): 3 clusters
  Score: Raw -300907.780717 + Penalty 2579.182159 = -298328.598558
  nChanged 72
		SP:Iteration 7Q (107618.710000 sec): 3 clusters
  Score: Raw -300960.909639 + Penalty 2579.182159 = -298381.727481
  nChanged 48
		SP:Iteration 8Q (107618.870000 sec): 3 clusters
  Score: Raw -301003.166024 + Penalty 2579.182159 = -298423.983865
  nChanged 58
		SP:Iteration 9Q (107619.060000 sec): 3 clusters
  Score: Raw -301045.792119 + Penalty 2579.182159 = -298466.609961
  nChanged 37
		SP:Iteration 10Q (107619.220000 sec): 3 clusters
  Score: Raw -301073.613953 + Penalty 2579.182159 = -298494.431795
  nChanged 30
		SP:Iteration 11Q (107619.420000 sec): 3 clusters
  Score: Raw -301096.206669 + Penalty 2579.182159 = -298517.024510
  nChanged 32
		SP:Iteration 12Q (107619.590000 sec): 3 clusters
  Score: Raw -301118.690884 + Penalty 2579.182159 = -298539.508726
  nChanged 30
		SP:Iteration 13Q (107619.750000 sec): 3 clusters
  Score: Raw -301139.177660 + Penalty 2579.182159 = -298559.995502
  nChanged 23
		SP:Iteration 14Q (107619.900000 sec): 3 clusters
  Score: Raw -301159.992244 + Penalty 2579.182159 = -298580.810086
  nChanged 29
		SP:Iteration 15Q (107620.040000 sec): 3 clusters
  Score: Raw -301183.083106 + Penalty 2579.182159 = -298603.900948
  nChanged 21
		SP:Iteration 16Q (107620.180000 sec): 3 clusters
  Score: Raw -301196.410014 + Penalty 2579.182159 = -298617.227855
  nChanged 20
		SP:Iteration 17Q (107620.350000 sec): 3 clusters
  Score: Raw -301208.420607 + Penalty 2579.182159 = -298629.238448
  nChanged 10
		SP:Iteration 18Q (107620.530000 sec): 3 clusters
  Score: Raw -301212.371116 + Penalty 2579.182159 = -298633.188957
  nChanged 7
		SP:Iteration 19Q (107620.720000 sec): 3 clusters
  Score: Raw -301215.626264 + Penalty 2579.182159 = -298636.444105
  nChanged 6
		SP:Iteration 20F (107620.860000 sec): 3 clusters
  Score: Raw -301217.969666 + Penalty 2579.182159 = -298638.787507
  nChanged 8
		SP:Iteration 21Q (107621.040000 sec): 3 clusters
  Score: Raw -301221.229533 + Penalty 2579.182159 = -298642.047375
  nChanged 4
		SP:Iteration 22Q (107621.220000 sec): 3 clusters
  Score: Raw -301223.421463 + Penalty 2579.182159 = -298644.239304
  nChanged 6
		SP:Iteration 23Q (107621.450000 sec): 3 clusters
  Score: Raw -301225.652268 + Penalty 2579.182159 = -298646.470109
  nChanged 5
		SP:Iteration 24Q (107621.570000 sec): 3 clusters
  Score: Raw -301227.275395 + Penalty 2579.182159 = -298648.093237
  nChanged 3
		SP:Iteration 25Q (107621.730000 sec): 3 clusters
  Score: Raw -301228.579826 + Penalty 2579.182159 = -298649.397667
  nChanged 7
		SP:Iteration 26Q (107621.870000 sec): 3 clusters
  Score: Raw -301230.642398 + Penalty 2579.182159 = -298651.460239
  nChanged 6
		SP:Iteration 27Q (107622.040000 sec): 3 clusters
  Score: Raw -301232.854672 + Penalty 2579.182159 = -298653.672514
  nChanged 2
		SP:Iteration 28Q (107622.230000 sec): 3 clusters
  Score: Raw -301233.171077 + Penalty 2579.182159 = -298653.988919
  nChanged 0
		SP:Iteration 29F (107622.390000 sec): 3 clusters
  Score: Raw -301233.171077 + Penalty 2579.182159 = -298653.988919
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (9703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107622.560000 sec): 2 clusters
  Score: Raw -1060602.244142 + Penalty 1491.780939 = -1059110.463203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107622.760000 sec): 3 clusters
  Score: Raw -1055151.615755 + Penalty 2983.561878 = -1052168.053877
  nChanged 4157
		SP:Iteration 1F (107623.010000 sec): 3 clusters
  Score: Raw -1057390.293081 + Penalty 2983.561878 = -1054406.731203
  nChanged 572
		SP:Iteration 2F (107623.210000 sec): 3 clusters
  Score: Raw -1057657.058630 + Penalty 2983.561878 = -1054673.496751
  nChanged 492
		SP:Iteration 3F (107623.440000 sec): 3 clusters
  Score: Raw -1057967.700314 + Penalty 2983.561878 = -1054984.138436
  nChanged 511
		SP:Iteration 4F (107623.640000 sec): 3 clusters
  Score: Raw -1058329.375746 + Penalty 2983.561878 = -1055345.813868
  nChanged 491
		SP:Iteration 5F (107623.860000 sec): 3 clusters
  Score: Raw -1058631.945511 + Penalty 2983.561878 = -1055648.383633
  nChanged 465
		SP:Iteration 6Q (107624.070000 sec): 3 clusters
  Score: Raw -1058898.991915 + Penalty 2983.561878 = -1055915.430037
  nChanged 426
		SP:Iteration 7Q (107624.300000 sec): 3 clusters
  Score: Raw -1059128.528588 + Penalty 2983.561878 = -1056144.966710
  nChanged 398
		SP:Iteration 8Q (107624.500000 sec): 3 clusters
  Score: Raw -1059336.202776 + Penalty 2983.561878 = -1056352.640898
  nChanged 376
		SP:Iteration 9Q (107624.720000 sec): 3 clusters
  Score: Raw -1059538.234152 + Penalty 2983.561878 = -1056554.672274
  nChanged 350
		SP:Iteration 10Q (107624.940000 sec): 3 clusters
  Score: Raw -1059724.424702 + Penalty 2983.561878 = -1056740.862824
  nChanged 333
		SP:Iteration 11Q (107625.150000 sec): 3 clusters
  Score: Raw -1059878.256277 + Penalty 2983.561878 = -1056894.694399
  nChanged 290
		SP:Iteration 12Q (107625.410000 sec): 3 clusters
  Score: Raw -1060044.032220 + Penalty 2983.561878 = -1057060.470342
  nChanged 260
		SP:Iteration 13Q (107625.630000 sec): 3 clusters
  Score: Raw -1060179.433513 + Penalty 2983.561878 = -1057195.871634
  nChanged 205
		SP:Iteration 14Q (107625.820000 sec): 3 clusters
  Score: Raw -1060264.365646 + Penalty 2983.561878 = -1057280.803768
  nChanged 174
		SP:Iteration 15Q (107625.980000 sec): 3 clusters
  Score: Raw -1060333.680345 + Penalty 2983.561878 = -1057350.118467
  nChanged 168
		SP:Iteration 16Q (107626.220000 sec): 3 clusters
  Score: Raw -1060395.208093 + Penalty 2983.561878 = -1057411.646215
  nChanged 151
		SP:Iteration 17Q (107626.450000 sec): 3 clusters
  Score: Raw -1060461.187152 + Penalty 2983.561878 = -1057477.625274
  nChanged 157
		SP:Iteration 18Q (107626.620000 sec): 3 clusters
  Score: Raw -1060526.909172 + Penalty 2983.561878 = -1057543.347293
  nChanged 157
		SP:Iteration 19Q (107626.870000 sec): 3 clusters
  Score: Raw -1060596.332056 + Penalty 2983.561878 = -1057612.770178
  nChanged 175
		SP:Iteration 20F (107627.050000 sec): 3 clusters
  Score: Raw -1060675.598031 + Penalty 2983.561878 = -1057692.036152
  nChanged 158
		SP:Iteration 21Q (107627.280000 sec): 3 clusters
  Score: Raw -1060739.279223 + Penalty 2983.561878 = -1057755.717344
  nChanged 131
		SP:Iteration 22Q (107627.560000 sec): 3 clusters
  Score: Raw -1060794.258787 + Penalty 2983.561878 = -1057810.696908
  nChanged 130
		SP:Iteration 23Q (107627.770000 sec): 3 clusters
  Score: Raw -1060848.022504 + Penalty 2983.561878 = -1057864.460625
  nChanged 113
		SP:Iteration 24Q (107628.020000 sec): 3 clusters
  Score: Raw -1060894.818311 + Penalty 2983.561878 = -1057911.256433
  nChanged 108
		SP:Iteration 25Q (107628.190000 sec): 3 clusters
  Score: Raw -1060935.501615 + Penalty 2983.561878 = -1057951.939736
  nChanged 104
		SP:Iteration 26Q (107628.390000 sec): 3 clusters
  Score: Raw -1060973.355657 + Penalty 2983.561878 = -1057989.793779
  nChanged 79
		SP:Iteration 27Q (107628.630000 sec): 3 clusters
  Score: Raw -1060999.699762 + Penalty 2983.561878 = -1058016.137884
  nChanged 76
		SP:Iteration 28Q (107628.860000 sec): 3 clusters
  Score: Raw -1061021.863912 + Penalty 2983.561878 = -1058038.302034
  nChanged 67
		SP:Iteration 29Q (107629.060000 sec): 3 clusters
  Score: Raw -1061039.728857 + Penalty 2983.561878 = -1058056.166978
  nChanged 71
		SP:Iteration 30Q (107629.250000 sec): 3 clusters
  Score: Raw -1061062.551371 + Penalty 2983.561878 = -1058078.989492
  nChanged 68
		SP:Iteration 31Q (107629.430000 sec): 3 clusters
  Score: Raw -1061082.848276 + Penalty 2983.561878 = -1058099.286397
  nChanged 66
		SP:Iteration 32Q (107629.650000 sec): 3 clusters
  Score: Raw -1061100.043617 + Penalty 2983.561878 = -1058116.481738
  nChanged 58
		SP:Iteration 33Q (107629.890000 sec): 3 clusters
  Score: Raw -1061118.913562 + Penalty 2983.561878 = -1058135.351683
  nChanged 59
		SP:Iteration 34Q (107630.070000 sec): 3 clusters
  Score: Raw -1061139.347378 + Penalty 2983.561878 = -1058155.785500
  nChanged 70
		SP:Iteration 35Q (107630.300000 sec): 3 clusters
  Score: Raw -1061167.612750 + Penalty 2983.561878 = -1058184.050871
  nChanged 71
		SP:Iteration 36Q (107630.470000 sec): 3 clusters
  Score: Raw -1061198.023945 + Penalty 2983.561878 = -1058214.462067
  nChanged 72
		SP:Iteration 37Q (107630.650000 sec): 3 clusters
  Score: Raw -1061226.624354 + Penalty 2983.561878 = -1058243.062476
  nChanged 66
		SP:Iteration 38Q (107630.840000 sec): 3 clusters
  Score: Raw -1061255.597684 + Penalty 2983.561878 = -1058272.035806
  nChanged 56
		SP:Iteration 39Q (107631.060000 sec): 3 clusters
  Score: Raw -1061280.778636 + Penalty 2983.561878 = -1058297.216758
  nChanged 56
		SP:Iteration 40F (107631.230000 sec): 3 clusters
  Score: Raw -1061301.512691 + Penalty 2983.561878 = -1058317.950812
  nChanged 46
		SP:Iteration 41Q (107631.430000 sec): 3 clusters
  Score: Raw -1061315.835731 + Penalty 2983.561878 = -1058332.273853
  nChanged 45
		SP:Iteration 42Q (107631.610000 sec): 3 clusters
  Score: Raw -1061330.104220 + Penalty 2983.561878 = -1058346.542342
  nChanged 53
		SP:Iteration 43Q (107631.820000 sec): 3 clusters
  Score: Raw -1061347.279572 + Penalty 2983.561878 = -1058363.717693
  nChanged 48
		SP:Iteration 44Q (107632.030000 sec): 3 clusters
  Score: Raw -1061362.161504 + Penalty 2983.561878 = -1058378.599626
  nChanged 55
		SP:Iteration 45Q (107632.230000 sec): 3 clusters
  Score: Raw -1061379.582997 + Penalty 2983.561878 = -1058396.021119
  nChanged 51
		SP:Iteration 46Q (107632.500000 sec): 3 clusters
  Score: Raw -1061396.443310 + Penalty 2983.561878 = -1058412.881432
  nChanged 50
		SP:Iteration 47Q (107632.700000 sec): 3 clusters
  Score: Raw -1061411.259613 + Penalty 2983.561878 = -1058427.697735
  nChanged 42
		SP:Iteration 48Q (107632.920000 sec): 3 clusters
  Score: Raw -1061421.543166 + Penalty 2983.561878 = -1058437.981288
  nChanged 32
		SP:Iteration 49Q (107633.090000 sec): 3 clusters
  Score: Raw -1061429.140851 + Penalty 2983.561878 = -1058445.578972
  nChanged 31
		SP:Iteration 50Q (107633.340000 sec): 3 clusters
  Score: Raw -1061438.007417 + Penalty 2983.561878 = -1058454.445539
  nChanged 30
		SP:Iteration 51Q (107633.520000 sec): 3 clusters
  Score: Raw -1061448.210680 + Penalty 2983.561878 = -1058464.648802
  nChanged 27
		SP:Iteration 52Q (107633.710000 sec): 3 clusters
  Score: Raw -1061455.032809 + Penalty 2983.561878 = -1058471.470930
  nChanged 25
		SP:Iteration 53Q (107633.940000 sec): 3 clusters
  Score: Raw -1061459.503027 + Penalty 2983.561878 = -1058475.941149
  nChanged 21
		SP:Iteration 54Q (107634.130000 sec): 3 clusters
  Score: Raw -1061463.915334 + Penalty 2983.561878 = -1058480.353456
  nChanged 11
		SP:Iteration 55Q (107634.350000 sec): 3 clusters
  Score: Raw -1061466.558419 + Penalty 2983.561878 = -1058482.996541
  nChanged 14
		SP:Iteration 56Q (107634.540000 sec): 3 clusters
  Score: Raw -1061469.889071 + Penalty 2983.561878 = -1058486.327193
  nChanged 13
		SP:Iteration 57Q (107634.720000 sec): 3 clusters
  Score: Raw -1061472.884904 + Penalty 2983.561878 = -1058489.323026
  nChanged 7
		SP:Iteration 58Q (107634.980000 sec): 3 clusters
  Score: Raw -1061474.358739 + Penalty 2983.561878 = -1058490.796861
  nChanged 8
		SP:Iteration 59Q (107635.140000 sec): 3 clusters
  Score: Raw -1061475.647666 + Penalty 2983.561878 = -1058492.085788
  nChanged 6
		SP:Iteration 60F (107635.360000 sec): 3 clusters
  Score: Raw -1061476.852752 + Penalty 2983.561878 = -1058493.290874
  nChanged 7
		SP:Iteration 61Q (107635.610000 sec): 3 clusters
  Score: Raw -1061478.132866 + Penalty 2983.561878 = -1058494.570988
  nChanged 7
		SP:Iteration 62Q (107635.820000 sec): 3 clusters
  Score: Raw -1061479.192220 + Penalty 2983.561878 = -1058495.630341
  nChanged 5
		SP:Iteration 63Q (107636.080000 sec): 3 clusters
  Score: Raw -1061480.209139 + Penalty 2983.561878 = -1058496.647260
  nChanged 5
		SP:Iteration 64Q (107636.260000 sec): 3 clusters
  Score: Raw -1061481.092342 + Penalty 2983.561878 = -1058497.530464
  nChanged 4
		SP:Iteration 65Q (107636.470000 sec): 3 clusters
  Score: Raw -1061481.872849 + Penalty 2983.561878 = -1058498.310971
  nChanged 3
		SP:Iteration 66Q (107636.700000 sec): 3 clusters
  Score: Raw -1061482.271117 + Penalty 2983.561878 = -1058498.709239
  nChanged 0
		SP:Iteration 67F (107636.910000 sec): 3 clusters
  Score: Raw -1061482.271117 + Penalty 2983.561878 = -1058498.709239
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107637.040000 sec): 2 clusters
  Score: Raw -227037.170566 + Penalty 1267.659587 = -225769.510980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107637.250000 sec): 3 clusters
  Score: Raw -225953.240406 + Penalty 2535.319173 = -223417.921233
  nChanged 909
		SP:Iteration 1F (107637.410000 sec): 3 clusters
  Score: Raw -226643.762156 + Penalty 2535.319173 = -224108.442983
  nChanged 284
		SP:Iteration 2F (107637.600000 sec): 3 clusters
  Score: Raw -226963.176219 + Penalty 2535.319173 = -224427.857046
  nChanged 203
		SP:Iteration 3F (107637.760000 sec): 3 clusters
  Score: Raw -227155.934761 + Penalty 2535.319173 = -224620.615587
  nChanged 121
		SP:Iteration 4Q (107637.950000 sec): 3 clusters
  Score: Raw -227278.894003 + Penalty 2535.319173 = -224743.574830
  nChanged 93
		SP:Iteration 5Q (107638.120000 sec): 3 clusters
  Score: Raw -227379.699854 + Penalty 2535.319173 = -224844.380681
  nChanged 76
		SP:Iteration 6Q (107638.290000 sec): 3 clusters
  Score: Raw -227463.372177 + Penalty 2535.319173 = -224928.053004
  nChanged 54
		SP:Iteration 7Q (107638.470000 sec): 3 clusters
  Score: Raw -227517.174391 + Penalty 2535.319173 = -224981.855218
  nChanged 60
		SP:Iteration 8Q (107638.650000 sec): 3 clusters
  Score: Raw -227565.120321 + Penalty 2535.319173 = -225029.801148
  nChanged 49
		SP:Iteration 9Q (107638.850000 sec): 3 clusters
  Score: Raw -227593.738017 + Penalty 2535.319173 = -225058.418844
  nChanged 42
		SP:Iteration 10Q (107639.000000 sec): 3 clusters
  Score: Raw -227615.473033 + Penalty 2535.319173 = -225080.153860
  nChanged 31
		SP:Iteration 11Q (107639.210000 sec): 3 clusters
  Score: Raw -227627.465305 + Penalty 2535.319173 = -225092.146132
  nChanged 15
		SP:Iteration 12Q (107639.410000 sec): 3 clusters
  Score: Raw -227633.231655 + Penalty 2535.319173 = -225097.912481
  nChanged 9
		SP:Iteration 13Q (107639.540000 sec): 3 clusters
  Score: Raw -227636.917069 + Penalty 2535.319173 = -225101.597896
  nChanged 8
		SP:Iteration 14Q (107639.730000 sec): 3 clusters
  Score: Raw -227640.331156 + Penalty 2535.319173 = -225105.011983
  nChanged 7
		SP:Iteration 15Q (107639.930000 sec): 3 clusters
  Score: Raw -227643.395743 + Penalty 2535.319173 = -225108.076570
  nChanged 7
		SP:Iteration 16Q (107640.090000 sec): 3 clusters
  Score: Raw -227646.677704 + Penalty 2535.319173 = -225111.358531
  nChanged 9
		SP:Iteration 17Q (107640.230000 sec): 3 clusters
  Score: Raw -227650.015333 + Penalty 2535.319173 = -225114.696160
  nChanged 9
		SP:Iteration 18Q (107640.410000 sec): 3 clusters
  Score: Raw -227655.367203 + Penalty 2535.319173 = -225120.048030
  nChanged 14
		SP:Iteration 19Q (107640.590000 sec): 3 clusters
  Score: Raw -227661.915917 + Penalty 2535.319173 = -225126.596744
  nChanged 14
		SP:Iteration 20F (107640.750000 sec): 3 clusters
  Score: Raw -227668.197379 + Penalty 2535.319173 = -225132.878206
  nChanged 15
		SP:Iteration 21Q (107640.900000 sec): 3 clusters
  Score: Raw -227674.512336 + Penalty 2535.319173 = -225139.193163
  nChanged 11
		SP:Iteration 22Q (107641.110000 sec): 3 clusters
  Score: Raw -227679.458704 + Penalty 2535.319173 = -225144.139531
  nChanged 14
		SP:Iteration 23Q (107641.270000 sec): 3 clusters
  Score: Raw -227685.829257 + Penalty 2535.319173 = -225150.510084
  nChanged 18
		SP:Iteration 24Q (107641.440000 sec): 3 clusters
  Score: Raw -227692.432851 + Penalty 2535.319173 = -225157.113678
  nChanged 16
		SP:Iteration 25Q (107641.600000 sec): 3 clusters
  Score: Raw -227699.432141 + Penalty 2535.319173 = -225164.112968
  nChanged 13
		SP:Iteration 26Q (107641.730000 sec): 3 clusters
  Score: Raw -227704.691627 + Penalty 2535.319173 = -225169.372454
  nChanged 14
		SP:Iteration 27Q (107641.910000 sec): 3 clusters
  Score: Raw -227709.147959 + Penalty 2535.319173 = -225173.828786
  nChanged 14
		SP:Iteration 28Q (107642.070000 sec): 3 clusters
  Score: Raw -227713.807220 + Penalty 2535.319173 = -225178.488047
  nChanged 14
		SP:Iteration 29Q (107642.280000 sec): 3 clusters
  Score: Raw -227717.918347 + Penalty 2535.319173 = -225182.599174
  nChanged 9
		SP:Iteration 30Q (107642.440000 sec): 3 clusters
  Score: Raw -227721.233456 + Penalty 2535.319173 = -225185.914283
  nChanged 12
		SP:Iteration 31Q (107642.640000 sec): 3 clusters
  Score: Raw -227725.746058 + Penalty 2535.319173 = -225190.426884
  nChanged 12
		SP:Iteration 32Q (107642.810000 sec): 3 clusters
  Score: Raw -227729.728311 + Penalty 2535.319173 = -225194.409138
  nChanged 13
		SP:Iteration 33Q (107643.010000 sec): 3 clusters
  Score: Raw -227734.132859 + Penalty 2535.319173 = -225198.813685
  nChanged 10
		SP:Iteration 34Q (107643.190000 sec): 3 clusters
  Score: Raw -227737.253656 + Penalty 2535.319173 = -225201.934483
  nChanged 6
		SP:Iteration 35Q (107643.320000 sec): 3 clusters
  Score: Raw -227739.110304 + Penalty 2535.319173 = -225203.791131
  nChanged 2
		SP:Iteration 36Q (107643.480000 sec): 3 clusters
  Score: Raw -227740.085342 + Penalty 2535.319173 = -225204.766169
  nChanged 2
		SP:Iteration 37Q (107643.630000 sec): 3 clusters
  Score: Raw -227740.356756 + Penalty 2535.319173 = -225205.037583
  nChanged 2
		SP:Iteration 38Q (107643.770000 sec): 3 clusters
  Score: Raw -227741.198342 + Penalty 2535.319173 = -225205.879169
  nChanged 3
		SP:Iteration 39Q (107643.910000 sec): 3 clusters
  Score: Raw -227742.053435 + Penalty 2535.319173 = -225206.734262
  nChanged 3
		SP:Iteration 40F (107644.140000 sec): 3 clusters
  Score: Raw -227742.841797 + Penalty 2535.319173 = -225207.522624
  nChanged 3
		SP:Iteration 41Q (107644.300000 sec): 3 clusters
  Score: Raw -227743.881899 + Penalty 2535.319173 = -225208.562726
  nChanged 3
		SP:Iteration 42Q (107644.500000 sec): 3 clusters
  Score: Raw -227744.811481 + Penalty 2535.319173 = -225209.492308
  nChanged 3
		SP:Iteration 43Q (107644.710000 sec): 3 clusters
  Score: Raw -227745.647957 + Penalty 2535.319173 = -225210.328784
  nChanged 1
		SP:Iteration 44Q (107644.850000 sec): 3 clusters
  Score: Raw -227745.935217 + Penalty 2535.319173 = -225210.616044
  nChanged 0
		SP:Iteration 45F (107645.030000 sec): 3 clusters
  Score: Raw -227745.935217 + Penalty 2535.319173 = -225210.616044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107645.140000 sec): 2 clusters
  Score: Raw -43094.456735 + Penalty 978.810234 = -42115.646501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107645.300000 sec): 3 clusters
  Score: Raw -43106.730358 + Penalty 1957.620468 = -41149.109890
  nChanged 80
		SP:Iteration 1F (107645.470000 sec): 3 clusters
  Score: Raw -43251.864109 + Penalty 1957.620468 = -41294.243641
  nChanged 24
		SP:Iteration 2F (107645.640000 sec): 3 clusters
  Score: Raw -43300.581452 + Penalty 1957.620468 = -41342.960985
  nChanged 10
		SP:Iteration 3Q (107645.840000 sec): 3 clusters
  Score: Raw -43316.830231 + Penalty 1957.620468 = -41359.209763
  nChanged 3
		SP:Iteration 4Q (107646.040000 sec): 3 clusters
  Score: Raw -43320.589074 + Penalty 1957.620468 = -41362.968607
  nChanged 0
		SP:Iteration 5F (107646.200000 sec): 3 clusters
  Score: Raw -43320.589074 + Penalty 1957.620468 = -41362.968607
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (7461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107646.360000 sec): 2 clusters
  Score: Raw -809912.145298 + Penalty 1449.084769 = -808463.060529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107646.540000 sec): 3 clusters
  Score: Raw -805846.762252 + Penalty 2898.169538 = -802948.592714
  nChanged 3159
		SP:Iteration 1F (107646.710000 sec): 3 clusters
  Score: Raw -807586.092585 + Penalty 2898.169538 = -804687.923047
  nChanged 554
		SP:Iteration 2F (107646.920000 sec): 3 clusters
  Score: Raw -807852.074316 + Penalty 2898.169538 = -804953.904778
  nChanged 412
		SP:Iteration 3F (107647.090000 sec): 3 clusters
  Score: Raw -808033.778264 + Penalty 2898.169538 = -805135.608726
  nChanged 313
		SP:Iteration 4Q (107647.320000 sec): 3 clusters
  Score: Raw -808154.045121 + Penalty 2898.169538 = -805255.875583
  nChanged 242
		SP:Iteration 5Q (107647.490000 sec): 3 clusters
  Score: Raw -808247.914233 + Penalty 2898.169538 = -805349.744695
  nChanged 232
		SP:Iteration 6Q (107647.720000 sec): 3 clusters
  Score: Raw -808339.359554 + Penalty 2898.169538 = -805441.190016
  nChanged 241
		SP:Iteration 7Q (107647.900000 sec): 3 clusters
  Score: Raw -808448.490931 + Penalty 2898.169538 = -805550.321393
  nChanged 270
		SP:Iteration 8Q (107648.140000 sec): 3 clusters
  Score: Raw -808592.685134 + Penalty 2898.169538 = -805694.515596
  nChanged 318
		SP:Iteration 9Q (107648.330000 sec): 3 clusters
  Score: Raw -808787.484233 + Penalty 2898.169538 = -805889.314695
  nChanged 362
		SP:Iteration 10Q (107648.520000 sec): 3 clusters
  Score: Raw -809039.073926 + Penalty 2898.169538 = -806140.904388
  nChanged 364
		SP:Iteration 11Q (107648.750000 sec): 3 clusters
  Score: Raw -809316.270894 + Penalty 2898.169538 = -806418.101356
  nChanged 320
		SP:Iteration 12Q (107648.930000 sec): 3 clusters
  Score: Raw -809579.116220 + Penalty 2898.169538 = -806680.946682
  nChanged 287
		SP:Iteration 13Q (107649.150000 sec): 3 clusters
  Score: Raw -809825.006064 + Penalty 2898.169538 = -806926.836526
  nChanged 216
		SP:Iteration 14Q (107649.360000 sec): 3 clusters
  Score: Raw -810002.876964 + Penalty 2898.169538 = -807104.707426
  nChanged 137
		SP:Iteration 15Q (107649.530000 sec): 3 clusters
  Score: Raw -810118.093235 + Penalty 2898.169538 = -807219.923697
  nChanged 107
		SP:Iteration 16Q (107649.730000 sec): 3 clusters
  Score: Raw -810203.078267 + Penalty 2898.169538 = -807304.908729
  nChanged 63
		SP:Iteration 17Q (107649.970000 sec): 3 clusters
  Score: Raw -810250.102424 + Penalty 2898.169538 = -807351.932886
  nChanged 37
		SP:Iteration 18Q (107650.160000 sec): 3 clusters
  Score: Raw -810281.123058 + Penalty 2898.169538 = -807382.953520
  nChanged 34
		SP:Iteration 19Q (107650.370000 sec): 3 clusters
  Score: Raw -810309.008426 + Penalty 2898.169538 = -807410.838888
  nChanged 24
		SP:Iteration 20F (107650.560000 sec): 3 clusters
  Score: Raw -810329.122514 + Penalty 2898.169538 = -807430.952976
  nChanged 25
		SP:Iteration 21Q (107650.760000 sec): 3 clusters
  Score: Raw -810353.235691 + Penalty 2898.169538 = -807455.066153
  nChanged 24
		SP:Iteration 22Q (107650.940000 sec): 3 clusters
  Score: Raw -810371.581079 + Penalty 2898.169538 = -807473.411541
  nChanged 17
		SP:Iteration 23Q (107651.130000 sec): 3 clusters
  Score: Raw -810386.379976 + Penalty 2898.169538 = -807488.210438
  nChanged 14
		SP:Iteration 24Q (107651.330000 sec): 3 clusters
  Score: Raw -810398.141864 + Penalty 2898.169538 = -807499.972326
  nChanged 13
		SP:Iteration 25Q (107651.560000 sec): 3 clusters
  Score: Raw -810406.054285 + Penalty 2898.169538 = -807507.884747
  nChanged 6
		SP:Iteration 26Q (107651.740000 sec): 3 clusters
  Score: Raw -810410.369887 + Penalty 2898.169538 = -807512.200348
  nChanged 8
		SP:Iteration 27Q (107651.940000 sec): 3 clusters
  Score: Raw -810414.936433 + Penalty 2898.169538 = -807516.766895
  nChanged 9
		SP:Iteration 28Q (107652.110000 sec): 3 clusters
  Score: Raw -810422.079490 + Penalty 2898.169538 = -807523.909952
  nChanged 6
		SP:Iteration 29Q (107652.320000 sec): 3 clusters
  Score: Raw -810427.617340 + Penalty 2898.169538 = -807529.447802
  nChanged 5
		SP:Iteration 30Q (107652.550000 sec): 3 clusters
  Score: Raw -810431.438658 + Penalty 2898.169538 = -807533.269120
  nChanged 6
		SP:Iteration 31Q (107652.740000 sec): 3 clusters
  Score: Raw -810434.577121 + Penalty 2898.169538 = -807536.407583
  nChanged 6
		SP:Iteration 32Q (107652.930000 sec): 3 clusters
  Score: Raw -810436.799909 + Penalty 2898.169538 = -807538.630371
  nChanged 1
		SP:Iteration 33Q (107653.150000 sec): 3 clusters
  Score: Raw -810438.063996 + Penalty 2898.169538 = -807539.894458
  nChanged 4
		SP:Iteration 34Q (107653.340000 sec): 3 clusters
  Score: Raw -810440.857386 + Penalty 2898.169538 = -807542.687848
  nChanged 4
		SP:Iteration 35Q (107653.520000 sec): 3 clusters
  Score: Raw -810446.497508 + Penalty 2898.169538 = -807548.327970
  nChanged 9
		SP:Iteration 36Q (107653.730000 sec): 3 clusters
  Score: Raw -810455.624306 + Penalty 2898.169538 = -807557.454767
  nChanged 10
		SP:Iteration 37Q (107653.920000 sec): 3 clusters
  Score: Raw -810461.546361 + Penalty 2898.169538 = -807563.376823
  nChanged 6
		SP:Iteration 38Q (107654.110000 sec): 3 clusters
  Score: Raw -810465.412002 + Penalty 2898.169538 = -807567.242464
  nChanged 3
		SP:Iteration 39Q (107654.280000 sec): 3 clusters
  Score: Raw -810466.881646 + Penalty 2898.169538 = -807568.712108
  nChanged 1
		SP:Iteration 40F (107654.480000 sec): 3 clusters
  Score: Raw -810467.233120 + Penalty 2898.169538 = -807569.063582
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (7516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107654.610000 sec): 2 clusters
  Score: Raw -746408.605405 + Penalty 1450.278271 = -744958.327134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107654.770000 sec): 3 clusters
  Score: Raw -742279.363703 + Penalty 2900.556542 = -739378.807160
  nChanged 3217
		SP:Iteration 1F (107655.000000 sec): 3 clusters
  Score: Raw -744324.575458 + Penalty 2900.556542 = -741424.018916
  nChanged 625
		SP:Iteration 2F (107655.230000 sec): 3 clusters
  Score: Raw -744801.456332 + Penalty 2900.556542 = -741900.899789
  nChanged 549
		SP:Iteration 3F (107655.380000 sec): 3 clusters
  Score: Raw -745206.512810 + Penalty 2900.556542 = -742305.956268
  nChanged 466
		SP:Iteration 4F (107655.580000 sec): 3 clusters
  Score: Raw -745553.187914 + Penalty 2900.556542 = -742652.631372
  nChanged 392
		SP:Iteration 5F (107655.810000 sec): 3 clusters
  Score: Raw -745799.221292 + Penalty 2900.556542 = -742898.664750
  nChanged 325
		SP:Iteration 6Q (107656.010000 sec): 3 clusters
  Score: Raw -745979.714343 + Penalty 2900.556542 = -743079.157801
  nChanged 279
		SP:Iteration 7Q (107656.250000 sec): 3 clusters
  Score: Raw -746152.185229 + Penalty 2900.556542 = -743251.628687
  nChanged 281
		SP:Iteration 8Q (107656.440000 sec): 3 clusters
  Score: Raw -746329.629674 + Penalty 2900.556542 = -743429.073132
  nChanged 261
		SP:Iteration 9Q (107656.600000 sec): 3 clusters
  Score: Raw -746489.655181 + Penalty 2900.556542 = -743589.098639
  nChanged 245
		SP:Iteration 10Q (107656.800000 sec): 3 clusters
  Score: Raw -746627.431017 + Penalty 2900.556542 = -743726.874475
  nChanged 224
		SP:Iteration 11Q (107657.040000 sec): 3 clusters
  Score: Raw -746768.355754 + Penalty 2900.556542 = -743867.799212
  nChanged 209
		SP:Iteration 12Q (107657.220000 sec): 3 clusters
  Score: Raw -746889.860100 + Penalty 2900.556542 = -743989.303558
  nChanged 209
		SP:Iteration 13Q (107657.440000 sec): 3 clusters
  Score: Raw -747003.406795 + Penalty 2900.556542 = -744102.850253
  nChanged 165
		SP:Iteration 14Q (107657.660000 sec): 3 clusters
  Score: Raw -747080.490129 + Penalty 2900.556542 = -744179.933586
  nChanged 131
		SP:Iteration 15Q (107657.840000 sec): 3 clusters
  Score: Raw -747141.357793 + Penalty 2900.556542 = -744240.801250
  nChanged 120
		SP:Iteration 16Q (107658.040000 sec): 3 clusters
  Score: Raw -747203.364329 + Penalty 2900.556542 = -744302.807787
  nChanged 103
		SP:Iteration 17Q (107658.280000 sec): 3 clusters
  Score: Raw -747250.199972 + Penalty 2900.556542 = -744349.643430
  nChanged 97
		SP:Iteration 18Q (107658.460000 sec): 3 clusters
  Score: Raw -747296.820438 + Penalty 2900.556542 = -744396.263895
  nChanged 92
		SP:Iteration 19Q (107658.660000 sec): 3 clusters
  Score: Raw -747330.610858 + Penalty 2900.556542 = -744430.054316
  nChanged 57
		SP:Iteration 20F (107658.860000 sec): 3 clusters
  Score: Raw -747349.322137 + Penalty 2900.556542 = -744448.765595
  nChanged 48
		SP:Iteration 21Q (107659.050000 sec): 3 clusters
  Score: Raw -747363.680312 + Penalty 2900.556542 = -744463.123769
  nChanged 35
		SP:Iteration 22Q (107659.220000 sec): 3 clusters
  Score: Raw -747373.094069 + Penalty 2900.556542 = -744472.537527
  nChanged 41
		SP:Iteration 23Q (107659.440000 sec): 3 clusters
  Score: Raw -747386.819196 + Penalty 2900.556542 = -744486.262654
  nChanged 53
		SP:Iteration 24Q (107659.660000 sec): 3 clusters
  Score: Raw -747404.300801 + Penalty 2900.556542 = -744503.744258
  nChanged 41
		SP:Iteration 25Q (107659.840000 sec): 3 clusters
  Score: Raw -747415.877624 + Penalty 2900.556542 = -744515.321082
  nChanged 40
		SP:Iteration 26Q (107660.040000 sec): 3 clusters
  Score: Raw -747431.895876 + Penalty 2900.556542 = -744531.339334
  nChanged 44
		SP:Iteration 27Q (107660.180000 sec): 3 clusters
  Score: Raw -747447.012162 + Penalty 2900.556542 = -744546.455619
  nChanged 45
		SP:Iteration 28Q (107660.340000 sec): 3 clusters
  Score: Raw -747461.179150 + Penalty 2900.556542 = -744560.622607
  nChanged 42
		SP:Iteration 29Q (107660.590000 sec): 3 clusters
  Score: Raw -747473.062566 + Penalty 2900.556542 = -744572.506024
  nChanged 34
		SP:Iteration 30Q (107660.740000 sec): 3 clusters
  Score: Raw -747484.323862 + Penalty 2900.556542 = -744583.767320
  nChanged 32
		SP:Iteration 31Q (107660.950000 sec): 3 clusters
  Score: Raw -747492.191175 + Penalty 2900.556542 = -744591.634633
  nChanged 27
		SP:Iteration 32Q (107661.120000 sec): 3 clusters
  Score: Raw -747497.926631 + Penalty 2900.556542 = -744597.370089
  nChanged 23
		SP:Iteration 33Q (107661.340000 sec): 3 clusters
  Score: Raw -747503.458482 + Penalty 2900.556542 = -744602.901940
  nChanged 26
		SP:Iteration 34Q (107661.540000 sec): 3 clusters
  Score: Raw -747509.900517 + Penalty 2900.556542 = -744609.343975
  nChanged 25
		SP:Iteration 35Q (107661.780000 sec): 3 clusters
  Score: Raw -747514.929520 + Penalty 2900.556542 = -744614.372978
  nChanged 24
		SP:Iteration 36Q (107661.960000 sec): 3 clusters
  Score: Raw -747520.940389 + Penalty 2900.556542 = -744620.383847
  nChanged 23
		SP:Iteration 37Q (107662.160000 sec): 3 clusters
  Score: Raw -747526.659618 + Penalty 2900.556542 = -744626.103076
  nChanged 22
		SP:Iteration 38Q (107662.360000 sec): 3 clusters
  Score: Raw -747530.525669 + Penalty 2900.556542 = -744629.969127
  nChanged 14
		SP:Iteration 39Q (107662.560000 sec): 3 clusters
  Score: Raw -747533.095309 + Penalty 2900.556542 = -744632.538767
  nChanged 19
		SP:Iteration 40F (107662.790000 sec): 3 clusters
  Score: Raw -747537.577222 + Penalty 2900.556542 = -744637.020680
  nChanged 20
		SP:Iteration 41Q (107662.950000 sec): 3 clusters
  Score: Raw -747543.431962 + Penalty 2900.556542 = -744642.875420
  nChanged 18
		SP:Iteration 42Q (107663.140000 sec): 3 clusters
  Score: Raw -747546.717913 + Penalty 2900.556542 = -744646.161371
  nChanged 14
		SP:Iteration 43Q (107663.360000 sec): 3 clusters
  Score: Raw -747548.388072 + Penalty 2900.556542 = -744647.831529
  nChanged 7
		SP:Iteration 44Q (107663.560000 sec): 3 clusters
  Score: Raw -747549.192139 + Penalty 2900.556542 = -744648.635597
  nChanged 4
		SP:Iteration 45Q (107663.740000 sec): 3 clusters
  Score: Raw -747549.624143 + Penalty 2900.556542 = -744649.067601
  nChanged 2
		SP:Iteration 46Q (107663.960000 sec): 3 clusters
  Score: Raw -747550.093235 + Penalty 2900.556542 = -744649.536693
  nChanged 6
		SP:Iteration 47Q (107664.140000 sec): 3 clusters
  Score: Raw -747550.801945 + Penalty 2900.556542 = -744650.245403
  nChanged 1
		SP:Iteration 48Q (107664.350000 sec): 3 clusters
  Score: Raw -747550.971310 + Penalty 2900.556542 = -744650.414768
  nChanged 1
		SP:Iteration 49Q (107664.540000 sec): 3 clusters
  Score: Raw -747551.070922 + Penalty 2900.556542 = -744650.514380
  nChanged 0
		SP:Iteration 50F (107664.750000 sec): 3 clusters
  Score: Raw -747551.070922 + Penalty 2900.556542 = -744650.514380
  nChanged 0
Deleting Class 76 (106 points): Lose 372.512824 but Gain 2282.307903
Iteration 139Q (107818.060000 sec): 78 clusters
  Score: Raw -134076835.394551 + Penalty 175737.708536 = -133901097.686015
  nChanged 20496
Deleting Class 56 (67 points): Lose 1569.457830 but Gain 2282.307903
Iteration 140F (108050.850000 sec): 77 clusters
  Score: Raw -134081573.376477 + Penalty 173455.400633 = -133908117.975845
  nChanged 12103
Iteration 141Q (108195.000000 sec): 77 clusters
  Score: Raw -134084795.187983 + Penalty 173455.400633 = -133911339.787350
  nChanged 7556
Iteration 142Q (108342.570000 sec): 77 clusters
  Score: Raw -134085978.547182 + Penalty 173455.400633 = -133912523.146550
  nChanged 5717
Iteration 143Q (108489.720000 sec): 77 clusters
  Score: Raw -134086646.658215 + Penalty 173455.400633 = -133913191.257582
  nChanged 4589
Iteration 144Q (108635.020000 sec): 77 clusters
  Score: Raw -134087130.707729 + Penalty 173455.400633 = -133913675.307097
  nChanged 3837
Iteration 145Q (108783.920000 sec): 77 clusters
  Score: Raw -134087524.690210 + Penalty 173455.400633 = -133914069.289578
  nChanged 3395
Iteration 146Q (108932.340000 sec): 77 clusters
  Score: Raw -134087881.618472 + Penalty 173455.400633 = -133914426.217839
  nChanged 3021
Iteration 147Q (109081.350000 sec): 77 clusters
  Score: Raw -134088194.504975 + Penalty 173455.400633 = -133914739.104342
  nChanged 2706
Iteration 148Q (109229.130000 sec): 77 clusters
  Score: Raw -134088503.372162 + Penalty 173455.400633 = -133915047.971529
  nChanged 2530
Iteration 149Q (109376.020000 sec): 77 clusters
  Score: Raw -134088799.475536 + Penalty 173455.400633 = -133915344.074904
  nChanged 2399
Iteration 150Q (109522.830000 sec): 77 clusters
  Score: Raw -134089095.694381 + Penalty 173455.400633 = -133915640.293748
  nChanged 2275
Iteration 151Q (109669.620000 sec): 77 clusters
  Score: Raw -134089381.738201 + Penalty 173455.400633 = -133915926.337568
  nChanged 2185
Iteration 152Q (109818.750000 sec): 77 clusters
  Score: Raw -134089643.978217 + Penalty 173455.400633 = -133916188.577584
  nChanged 2073
Iteration 153Q (109962.030000 sec): 77 clusters
  Score: Raw -134089884.877900 + Penalty 173455.400633 = -133916429.477268
  nChanged 2051
Iteration 154Q (110110.510000 sec): 77 clusters
  Score: Raw -134090112.528368 + Penalty 173455.400633 = -133916657.127735
  nChanged 1963
Iteration 155Q (110258.080000 sec): 77 clusters
  Score: Raw -134090330.538984 + Penalty 173455.400633 = -133916875.138351
  nChanged 1992
Iteration 156Q (110404.330000 sec): 77 clusters
  Score: Raw -134090581.614389 + Penalty 173455.400633 = -133917126.213757
  nChanged 1940
Iteration 157Q (110556.060000 sec): 77 clusters
  Score: Raw -134090860.760862 + Penalty 173455.400633 = -133917405.360229
  nChanged 1923
Iteration 158Q (110705.550000 sec): 77 clusters
  Score: Raw -134091232.156546 + Penalty 173455.400633 = -133917776.755914
  nChanged 1817
Iteration 159Q (110857.320000 sec): 77 clusters
  Score: Raw -134091589.456174 + Penalty 173455.400633 = -133918134.055542
  nChanged 1709
Iteration 160F (111097.610000 sec): 77 clusters
  Score: Raw -134092243.099498 + Penalty 173455.400633 = -133918787.698866
  nChanged 1822
Iteration 161Q (111251.460000 sec): 77 clusters
  Score: Raw -134092997.717821 + Penalty 173455.400633 = -133919542.317189
  nChanged 1766
Iteration 162Q (111405.390000 sec): 77 clusters
  Score: Raw -134093280.209785 + Penalty 173455.400633 = -133919824.809152
  nChanged 1718
Iteration 163Q (111565.580000 sec): 77 clusters
  Score: Raw -134093493.805302 + Penalty 173455.400633 = -133920038.404670
  nChanged 1642
Iteration 164Q (111742.530000 sec): 77 clusters
  Score: Raw -134093590.821786 + Penalty 173455.400633 = -133920135.421153
  nChanged 1577
Iteration 165Q (111935.140000 sec): 77 clusters
  Score: Raw -134093667.567968 + Penalty 173455.400633 = -133920212.167335
  nChanged 1492
Iteration 166Q (112131.290000 sec): 77 clusters
  Score: Raw -134093736.445078 + Penalty 173455.400633 = -133920281.044445
  nChanged 1463
Iteration 167Q (112302.230000 sec): 77 clusters
  Score: Raw -134093799.767680 + Penalty 173455.400633 = -133920344.367047
  nChanged 1355
Iteration 168Q (112444.420000 sec): 77 clusters
  Score: Raw -134093858.166558 + Penalty 173455.400633 = -133920402.765925
  nChanged 1378
Iteration 169Q (112586.010000 sec): 77 clusters
  Score: Raw -134093917.444054 + Penalty 173455.400633 = -133920462.043421
  nChanged 1352
Iteration 170Q (112727.720000 sec): 77 clusters
  Score: Raw -134093978.750228 + Penalty 173455.400633 = -133920523.349596
  nChanged 1257
Iteration 171Q (112868.590000 sec): 77 clusters
  Score: Raw -134094032.391222 + Penalty 173455.400633 = -133920576.990589
  nChanged 1246
Iteration 172Q (113008.060000 sec): 77 clusters
  Score: Raw -134094083.374748 + Penalty 173455.400633 = -133920627.974115
  nChanged 1267
Iteration 173Q (113138.710000 sec): 77 clusters
  Score: Raw -134094133.510386 + Penalty 173455.400633 = -133920678.109753
  nChanged 1248
Iteration 174Q (113271.140000 sec): 77 clusters
  Score: Raw -134094182.504901 + Penalty 173455.400633 = -133920727.104269
  nChanged 1166
Iteration 175Q (113418.230000 sec): 77 clusters
  Score: Raw -134094228.322763 + Penalty 173455.400633 = -133920772.922130
  nChanged 1076
Iteration 176Q (113564.930000 sec): 77 clusters
  Score: Raw -134094271.049457 + Penalty 173455.400633 = -133920815.648825
  nChanged 1109
Iteration 177Q (113711.930000 sec): 77 clusters
  Score: Raw -134094318.362839 + Penalty 173455.400633 = -133920862.962206
  nChanged 1122
Iteration 178Q (113852.530000 sec): 77 clusters
  Score: Raw -134094367.952582 + Penalty 173455.400633 = -133920912.551950
  nChanged 1075
Writing temp clu file 
Because OldScore, -133920862.962206, is greater than current (better) Score,-133920912.551950 
 Compute initial score before splitting:   Score: Raw -134094367.952582 + Penalty 173455.400633 = -133920912.551950
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113853.110000 sec): 2 clusters
  Score: Raw -645130.659641 + Penalty 1417.180887 = -643713.478754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113853.310000 sec): 3 clusters
  Score: Raw -641879.523019 + Penalty 2834.361773 = -639045.161246
  nChanged 2520
		SP:Iteration 1F (113853.480000 sec): 3 clusters
  Score: Raw -643506.098128 + Penalty 2834.361773 = -640671.736354
  nChanged 583
		SP:Iteration 2F (113853.670000 sec): 3 clusters
  Score: Raw -643961.330709 + Penalty 2834.361773 = -641126.968936
  nChanged 484
		SP:Iteration 3F (113853.850000 sec): 3 clusters
  Score: Raw -644360.148897 + Penalty 2834.361773 = -641525.787124
  nChanged 414
		SP:Iteration 4F (113854.050000 sec): 3 clusters
  Score: Raw -644665.284246 + Penalty 2834.361773 = -641830.922473
  nChanged 318
		SP:Iteration 5F (113854.200000 sec): 3 clusters
  Score: Raw -644867.087223 + Penalty 2834.361773 = -642032.725450
  nChanged 233
		SP:Iteration 6Q (113854.440000 sec): 3 clusters
  Score: Raw -644990.956423 + Penalty 2834.361773 = -642156.594650
  nChanged 159
		SP:Iteration 7Q (113854.600000 sec): 3 clusters
  Score: Raw -645058.414572 + Penalty 2834.361773 = -642224.052799
  nChanged 127
		SP:Iteration 8Q (113854.790000 sec): 3 clusters
  Score: Raw -645110.284074 + Penalty 2834.361773 = -642275.922301
  nChanged 99
		SP:Iteration 9Q (113854.960000 sec): 3 clusters
  Score: Raw -645149.233982 + Penalty 2834.361773 = -642314.872209
  nChanged 68
		SP:Iteration 10Q (113855.140000 sec): 3 clusters
  Score: Raw -645173.892063 + Penalty 2834.361773 = -642339.530290
  nChanged 66
		SP:Iteration 11Q (113855.300000 sec): 3 clusters
  Score: Raw -645202.316356 + Penalty 2834.361773 = -642367.954583
  nChanged 72
		SP:Iteration 12Q (113855.500000 sec): 3 clusters
  Score: Raw -645233.547488 + Penalty 2834.361773 = -642399.185715
  nChanged 71
		SP:Iteration 13Q (113855.710000 sec): 3 clusters
  Score: Raw -645263.351462 + Penalty 2834.361773 = -642428.989689
  nChanged 81
		SP:Iteration 14Q (113855.920000 sec): 3 clusters
  Score: Raw -645310.484036 + Penalty 2834.361773 = -642476.122263
  nChanged 90
		SP:Iteration 15Q (113856.090000 sec): 3 clusters
  Score: Raw -645366.004777 + Penalty 2834.361773 = -642531.643004
  nChanged 127
		SP:Iteration 16Q (113856.340000 sec): 3 clusters
  Score: Raw -645471.150079 + Penalty 2834.361773 = -642636.788306
  nChanged 116
		SP:Iteration 17Q (113856.470000 sec): 3 clusters
  Score: Raw -645557.216630 + Penalty 2834.361773 = -642722.854857
  nChanged 110
		SP:Iteration 18Q (113856.680000 sec): 3 clusters
  Score: Raw -645628.135964 + Penalty 2834.361773 = -642793.774191
  nChanged 94
		SP:Iteration 19Q (113856.870000 sec): 3 clusters
  Score: Raw -645681.442125 + Penalty 2834.361773 = -642847.080352
  nChanged 85
		SP:Iteration 20F (113857.030000 sec): 3 clusters
  Score: Raw -645717.951380 + Penalty 2834.361773 = -642883.589607
  nChanged 54
		SP:Iteration 21Q (113857.240000 sec): 3 clusters
  Score: Raw -645737.535963 + Penalty 2834.361773 = -642903.174190
  nChanged 55
		SP:Iteration 22Q (113857.400000 sec): 3 clusters
  Score: Raw -645758.738286 + Penalty 2834.361773 = -642924.376513
  nChanged 50
		SP:Iteration 23Q (113857.580000 sec): 3 clusters
  Score: Raw -645776.360108 + Penalty 2834.361773 = -642941.998335
  nChanged 43
		SP:Iteration 24Q (113857.790000 sec): 3 clusters
  Score: Raw -645788.188057 + Penalty 2834.361773 = -642953.826284
  nChanged 36
		SP:Iteration 25Q (113857.960000 sec): 3 clusters
  Score: Raw -645798.467774 + Penalty 2834.361773 = -642964.106001
  nChanged 29
		SP:Iteration 26Q (113858.110000 sec): 3 clusters
  Score: Raw -645808.664175 + Penalty 2834.361773 = -642974.302402
  nChanged 28
		SP:Iteration 27Q (113858.260000 sec): 3 clusters
  Score: Raw -645818.521942 + Penalty 2834.361773 = -642984.160168
  nChanged 22
		SP:Iteration 28Q (113858.440000 sec): 3 clusters
  Score: Raw -645825.092026 + Penalty 2834.361773 = -642990.730253
  nChanged 15
		SP:Iteration 29Q (113858.620000 sec): 3 clusters
  Score: Raw -645827.849822 + Penalty 2834.361773 = -642993.488049
  nChanged 10
		SP:Iteration 30Q (113858.780000 sec): 3 clusters
  Score: Raw -645829.259219 + Penalty 2834.361773 = -642994.897446
  nChanged 5
		SP:Iteration 31Q (113858.960000 sec): 3 clusters
  Score: Raw -645829.995047 + Penalty 2834.361773 = -642995.633274
  nChanged 3
		SP:Iteration 32Q (113859.160000 sec): 3 clusters
  Score: Raw -645830.330819 + Penalty 2834.361773 = -642995.969046
  nChanged 2
		SP:Iteration 33Q (113859.350000 sec): 3 clusters
  Score: Raw -645830.596817 + Penalty 2834.361773 = -642996.235044
  nChanged 5
		SP:Iteration 34Q (113859.570000 sec): 3 clusters
  Score: Raw -645831.224975 + Penalty 2834.361773 = -642996.863202
  nChanged 5
		SP:Iteration 35Q (113859.740000 sec): 3 clusters
  Score: Raw -645832.046112 + Penalty 2834.361773 = -642997.684339
  nChanged 1
		SP:Iteration 36Q (113859.960000 sec): 3 clusters
  Score: Raw -645832.144899 + Penalty 2834.361773 = -642997.783126
  nChanged 0
		SP:Iteration 37F (113860.170000 sec): 3 clusters
  Score: Raw -645832.144899 + Penalty 2834.361773 = -642997.783126
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113860.230000 sec): 2 clusters
  Score: Raw -162650.163015 + Penalty 1192.358008 = -161457.805007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113860.450000 sec): 3 clusters
  Score: Raw -162037.599401 + Penalty 2384.716017 = -159652.883384
  nChanged 518
		SP:Iteration 1F (113860.620000 sec): 3 clusters
  Score: Raw -162446.689595 + Penalty 2384.716017 = -160061.973579
  nChanged 110
		SP:Iteration 2F (113860.760000 sec): 3 clusters
  Score: Raw -162544.711262 + Penalty 2384.716017 = -160159.995245
  nChanged 81
		SP:Iteration 3F (113860.930000 sec): 3 clusters
  Score: Raw -162638.730223 + Penalty 2384.716017 = -160254.014207
  nChanged 85
		SP:Iteration 4F (113861.100000 sec): 3 clusters
  Score: Raw -162732.564489 + Penalty 2384.716017 = -160347.848472
  nChanged 71
		SP:Iteration 5Q (113861.260000 sec): 3 clusters
  Score: Raw -162817.378253 + Penalty 2384.716017 = -160432.662236
  nChanged 75
		SP:Iteration 6Q (113861.450000 sec): 3 clusters
  Score: Raw -162903.169831 + Penalty 2384.716017 = -160518.453814
  nChanged 63
		SP:Iteration 7Q (113861.610000 sec): 3 clusters
  Score: Raw -162988.119495 + Penalty 2384.716017 = -160603.403479
  nChanged 54
		SP:Iteration 8Q (113861.750000 sec): 3 clusters
  Score: Raw -163066.536190 + Penalty 2384.716017 = -160681.820174
  nChanged 44
		SP:Iteration 9Q (113861.920000 sec): 3 clusters
  Score: Raw -163123.277331 + Penalty 2384.716017 = -160738.561315
  nChanged 38
		SP:Iteration 10Q (113862.100000 sec): 3 clusters
  Score: Raw -163173.781176 + Penalty 2384.716017 = -160789.065160
  nChanged 29
		SP:Iteration 11Q (113862.290000 sec): 3 clusters
  Score: Raw -163206.826223 + Penalty 2384.716017 = -160822.110206
  nChanged 15
		SP:Iteration 12Q (113862.420000 sec): 3 clusters
  Score: Raw -163218.213547 + Penalty 2384.716017 = -160833.497530
  nChanged 10
		SP:Iteration 13Q (113862.590000 sec): 3 clusters
  Score: Raw -163230.252010 + Penalty 2384.716017 = -160845.535993
  nChanged 11
		SP:Iteration 14Q (113862.720000 sec): 3 clusters
  Score: Raw -163238.683940 + Penalty 2384.716017 = -160853.967924
  nChanged 13
		SP:Iteration 15Q (113862.860000 sec): 3 clusters
  Score: Raw -163246.839464 + Penalty 2384.716017 = -160862.123447
  nChanged 10
		SP:Iteration 16Q (113863.030000 sec): 3 clusters
  Score: Raw -163253.344033 + Penalty 2384.716017 = -160868.628016
  nChanged 5
		SP:Iteration 17Q (113863.240000 sec): 3 clusters
  Score: Raw -163258.431026 + Penalty 2384.716017 = -160873.715009
  nChanged 3
		SP:Iteration 18Q (113863.370000 sec): 3 clusters
  Score: Raw -163260.630485 + Penalty 2384.716017 = -160875.914469
  nChanged 3
		SP:Iteration 19Q (113863.530000 sec): 3 clusters
  Score: Raw -163264.453914 + Penalty 2384.716017 = -160879.737897
  nChanged 5
		SP:Iteration 20F (113863.710000 sec): 3 clusters
  Score: Raw -163268.801250 + Penalty 2384.716017 = -160884.085233
  nChanged 2
		SP:Iteration 21Q (113863.890000 sec): 3 clusters
  Score: Raw -163271.147941 + Penalty 2384.716017 = -160886.431925
  nChanged 2
		SP:Iteration 22Q (113864.040000 sec): 3 clusters
  Score: Raw -163275.429438 + Penalty 2384.716017 = -160890.713421
  nChanged 2
		SP:Iteration 23Q (113864.200000 sec): 3 clusters
  Score: Raw -163277.937490 + Penalty 2384.716017 = -160893.221473
  nChanged 1
		SP:Iteration 24Q (113864.320000 sec): 3 clusters
  Score: Raw -163278.446108 + Penalty 2384.716017 = -160893.730091
  nChanged 0
		SP:Iteration 25F (113864.470000 sec): 3 clusters
  Score: Raw -163278.446108 + Penalty 2384.716017 = -160893.730091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113864.540000 sec): 2 clusters
  Score: Raw -250139.691630 + Penalty 1257.999208 = -248881.692422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113864.720000 sec): 3 clusters
  Score: Raw -249142.688836 + Penalty 2515.998417 = -246626.690420
  nChanged 815
		SP:Iteration 1F (113864.840000 sec): 3 clusters
  Score: Raw -249698.356189 + Penalty 2515.998417 = -247182.357772
  nChanged 183
		SP:Iteration 2F (113864.980000 sec): 3 clusters
  Score: Raw -249848.914717 + Penalty 2515.998417 = -247332.916300
  nChanged 123
		SP:Iteration 3F (113865.120000 sec): 3 clusters
  Score: Raw -249953.106539 + Penalty 2515.998417 = -247437.108123
  nChanged 92
		SP:Iteration 4Q (113865.220000 sec): 3 clusters
  Score: Raw -250033.789992 + Penalty 2515.998417 = -247517.791575
  nChanged 85
		SP:Iteration 5Q (113865.420000 sec): 3 clusters
  Score: Raw -250113.475384 + Penalty 2515.998417 = -247597.476968
  nChanged 89
		SP:Iteration 6Q (113865.600000 sec): 3 clusters
  Score: Raw -250191.948916 + Penalty 2515.998417 = -247675.950499
  nChanged 82
		SP:Iteration 7Q (113865.760000 sec): 3 clusters
  Score: Raw -250279.133503 + Penalty 2515.998417 = -247763.135086
  nChanged 91
		SP:Iteration 8Q (113865.980000 sec): 3 clusters
  Score: Raw -250361.207219 + Penalty 2515.998417 = -247845.208802
  nChanged 69
		SP:Iteration 9Q (113866.140000 sec): 3 clusters
  Score: Raw -250411.979951 + Penalty 2515.998417 = -247895.981535
  nChanged 47
		SP:Iteration 10Q (113866.340000 sec): 3 clusters
  Score: Raw -250448.897622 + Penalty 2515.998417 = -247932.899206
  nChanged 40
		SP:Iteration 11Q (113866.530000 sec): 3 clusters
  Score: Raw -250482.344980 + Penalty 2515.998417 = -247966.346563
  nChanged 37
		SP:Iteration 12Q (113866.730000 sec): 3 clusters
  Score: Raw -250511.354982 + Penalty 2515.998417 = -247995.356566
  nChanged 34
		SP:Iteration 13Q (113866.910000 sec): 3 clusters
  Score: Raw -250536.189789 + Penalty 2515.998417 = -248020.191373
  nChanged 25
		SP:Iteration 14Q (113867.120000 sec): 3 clusters
  Score: Raw -250559.483431 + Penalty 2515.998417 = -248043.485015
  nChanged 34
		SP:Iteration 15Q (113867.300000 sec): 3 clusters
  Score: Raw -250595.200533 + Penalty 2515.998417 = -248079.202116
  nChanged 44
		SP:Iteration 16Q (113867.480000 sec): 3 clusters
  Score: Raw -250636.764928 + Penalty 2515.998417 = -248120.766511
  nChanged 35
		SP:Iteration 17Q (113867.660000 sec): 3 clusters
  Score: Raw -250657.624170 + Penalty 2515.998417 = -248141.625753
  nChanged 21
		SP:Iteration 18Q (113867.830000 sec): 3 clusters
  Score: Raw -250670.011139 + Penalty 2515.998417 = -248154.012722
  nChanged 16
		SP:Iteration 19Q (113868.010000 sec): 3 clusters
  Score: Raw -250678.553225 + Penalty 2515.998417 = -248162.554809
  nChanged 11
		SP:Iteration 20F (113868.200000 sec): 3 clusters
  Score: Raw -250684.813364 + Penalty 2515.998417 = -248168.814947
  nChanged 8
		SP:Iteration 21Q (113868.310000 sec): 3 clusters
  Score: Raw -250687.972281 + Penalty 2515.998417 = -248171.973864
  nChanged 7
		SP:Iteration 22Q (113868.440000 sec): 3 clusters
  Score: Raw -250692.190298 + Penalty 2515.998417 = -248176.191881
  nChanged 9
		SP:Iteration 23Q (113868.530000 sec): 3 clusters
  Score: Raw -250696.890911 + Penalty 2515.998417 = -248180.892495
  nChanged 5
		SP:Iteration 24Q (113868.670000 sec): 3 clusters
  Score: Raw -250699.615331 + Penalty 2515.998417 = -248183.616914
  nChanged 8
		SP:Iteration 25Q (113868.790000 sec): 3 clusters
  Score: Raw -250703.412577 + Penalty 2515.998417 = -248187.414161
  nChanged 6
		SP:Iteration 26Q (113868.940000 sec): 3 clusters
  Score: Raw -250706.098305 + Penalty 2515.998417 = -248190.099888
  nChanged 6
		SP:Iteration 27Q (113869.100000 sec): 3 clusters
  Score: Raw -250709.504790 + Penalty 2515.998417 = -248193.506374
  nChanged 4
		SP:Iteration 28Q (113869.270000 sec): 3 clusters
  Score: Raw -250712.212230 + Penalty 2515.998417 = -248196.213813
  nChanged 3
		SP:Iteration 29Q (113869.470000 sec): 3 clusters
  Score: Raw -250713.704234 + Penalty 2515.998417 = -248197.705817
  nChanged 1
		SP:Iteration 30Q (113869.640000 sec): 3 clusters
  Score: Raw -250714.461057 + Penalty 2515.998417 = -248198.462640
  nChanged 1
		SP:Iteration 31Q (113869.850000 sec): 3 clusters
  Score: Raw -250714.702062 + Penalty 2515.998417 = -248198.703646
  nChanged 0
		SP:Iteration 32F (113870.030000 sec): 3 clusters
  Score: Raw -250714.702062 + Penalty 2515.998417 = -248198.703646
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (343951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113871.460000 sec): 2 clusters
  Score: Raw -38347168.363556 + Penalty 2071.591354 = -38345096.772203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113873.350000 sec): 3 clusters
  Score: Raw -38116428.567201 + Penalty 4143.182707 = -38112285.384493
  nChanged 167711
		SP:Iteration 1F (113875.250000 sec): 3 clusters
  Score: Raw -38216912.051129 + Penalty 4143.182707 = -38212768.868421
  nChanged 8893
		SP:Iteration 2Q (113877.290000 sec): 3 clusters
  Score: Raw -38218610.009269 + Penalty 4143.182707 = -38214466.826561
  nChanged 9580
		SP:Iteration 3Q (113879.520000 sec): 3 clusters
  Score: Raw -38220673.993529 + Penalty 4143.182707 = -38216530.810822
  nChanged 10566
		SP:Iteration 4Q (113881.670000 sec): 3 clusters
  Score: Raw -38223379.015947 + Penalty 4143.182707 = -38219235.833239
  nChanged 12006
		SP:Iteration 5Q (113883.870000 sec): 3 clusters
  Score: Raw -38226845.000192 + Penalty 4143.182707 = -38222701.817484
  nChanged 13258
		SP:Iteration 6Q (113886.000000 sec): 3 clusters
  Score: Raw -38231133.349401 + Penalty 4143.182707 = -38226990.166694
  nChanged 14495
		SP:Iteration 7Q (113888.020000 sec): 3 clusters
  Score: Raw -38236242.972865 + Penalty 4143.182707 = -38232099.790157
  nChanged 15226
		SP:Iteration 8Q (113890.450000 sec): 3 clusters
  Score: Raw -38241819.487834 + Penalty 4143.182707 = -38237676.305127
  nChanged 15431
		SP:Iteration 9Q (113892.700000 sec): 3 clusters
  Score: Raw -38247431.062476 + Penalty 4143.182707 = -38243287.879768
  nChanged 14713
		SP:Iteration 10Q (113894.640000 sec): 3 clusters
  Score: Raw -38252643.053789 + Penalty 4143.182707 = -38248499.871081
  nChanged 13544
		SP:Iteration 11Q (113896.940000 sec): 3 clusters
  Score: Raw -38257428.484222 + Penalty 4143.182707 = -38253285.301515
  nChanged 12660
		SP:Iteration 12Q (113899.090000 sec): 3 clusters
  Score: Raw -38262165.957560 + Penalty 4143.182707 = -38258022.774852
  nChanged 12134
		SP:Iteration 13Q (113901.300000 sec): 3 clusters
  Score: Raw -38267369.924568 + Penalty 4143.182707 = -38263226.741861
  nChanged 12079
		SP:Iteration 14Q (113903.370000 sec): 3 clusters
  Score: Raw -38273704.788880 + Penalty 4143.182707 = -38269561.606172
  nChanged 12708
		SP:Iteration 15Q (113905.710000 sec): 3 clusters
  Score: Raw -38281232.093503 + Penalty 4143.182707 = -38277088.910795
  nChanged 12673
		SP:Iteration 16Q (113907.730000 sec): 3 clusters
  Score: Raw -38288480.102379 + Penalty 4143.182707 = -38284336.919672
  nChanged 10829
		SP:Iteration 17Q (113909.650000 sec): 3 clusters
  Score: Raw -38293278.654017 + Penalty 4143.182707 = -38289135.471309
  nChanged 7836
		SP:Iteration 18Q (113911.440000 sec): 3 clusters
  Score: Raw -38295945.407975 + Penalty 4143.182707 = -38291802.225267
  nChanged 6125
		SP:Iteration 19Q (113913.210000 sec): 3 clusters
  Score: Raw -38297851.487849 + Penalty 4143.182707 = -38293708.305141
  nChanged 6164
		SP:Iteration 20F (113914.860000 sec): 3 clusters
  Score: Raw -38299752.929990 + Penalty 4143.182707 = -38295609.747283
  nChanged 6477
		SP:Iteration 21Q (113916.620000 sec): 3 clusters
  Score: Raw -38301819.522301 + Penalty 4143.182707 = -38297676.339593
  nChanged 6740
		SP:Iteration 22Q (113918.370000 sec): 3 clusters
  Score: Raw -38304104.037331 + Penalty 4143.182707 = -38299960.854624
  nChanged 7063
		SP:Iteration 23Q (113920.040000 sec): 3 clusters
  Score: Raw -38306639.124539 + Penalty 4143.182707 = -38302495.941832
  nChanged 7352
		SP:Iteration 24Q (113922.210000 sec): 3 clusters
  Score: Raw -38309452.157712 + Penalty 4143.182707 = -38305308.975005
  nChanged 7481
		SP:Iteration 25Q (113924.210000 sec): 3 clusters
  Score: Raw -38312524.501679 + Penalty 4143.182707 = -38308381.318972
  nChanged 7528
		SP:Iteration 26Q (113926.080000 sec): 3 clusters
  Score: Raw -38315884.957225 + Penalty 4143.182707 = -38311741.774517
  nChanged 7499
		SP:Iteration 27Q (113927.840000 sec): 3 clusters
  Score: Raw -38319484.057963 + Penalty 4143.182707 = -38315340.875256
  nChanged 7348
		SP:Iteration 28Q (113929.480000 sec): 3 clusters
  Score: Raw -38323295.275352 + Penalty 4143.182707 = -38319152.092644
  nChanged 6983
		SP:Iteration 29Q (113930.840000 sec): 3 clusters
  Score: Raw -38327193.134342 + Penalty 4143.182707 = -38323049.951634
  nChanged 6345
		SP:Iteration 30Q (113932.260000 sec): 3 clusters
  Score: Raw -38330940.307467 + Penalty 4143.182707 = -38326797.124759
  nChanged 5553
		SP:Iteration 31Q (113933.970000 sec): 3 clusters
  Score: Raw -38334312.373503 + Penalty 4143.182707 = -38330169.190796
  nChanged 4775
		SP:Iteration 32Q (113935.610000 sec): 3 clusters
  Score: Raw -38337362.946565 + Penalty 4143.182707 = -38333219.763857
  nChanged 3939
		SP:Iteration 33Q (113937.370000 sec): 3 clusters
  Score: Raw -38339964.345106 + Penalty 4143.182707 = -38335821.162399
  nChanged 3029
		SP:Iteration 34Q (113939.150000 sec): 3 clusters
  Score: Raw -38342001.195838 + Penalty 4143.182707 = -38337858.013131
  nChanged 2344
		SP:Iteration 35Q (113941.050000 sec): 3 clusters
  Score: Raw -38343572.623512 + Penalty 4143.182707 = -38339429.440804
  nChanged 1756
		SP:Iteration 36Q (113943.040000 sec): 3 clusters
  Score: Raw -38344636.373776 + Penalty 4143.182707 = -38340493.191068
  nChanged 1406
		SP:Iteration 37Q (113944.850000 sec): 3 clusters
  Score: Raw -38345431.806142 + Penalty 4143.182707 = -38341288.623435
  nChanged 1110
		SP:Iteration 38Q (113946.680000 sec): 3 clusters
  Score: Raw -38346003.858866 + Penalty 4143.182707 = -38341860.676159
  nChanged 847
		SP:Iteration 39Q (113948.550000 sec): 3 clusters
  Score: Raw -38346410.377278 + Penalty 4143.182707 = -38342267.194570
  nChanged 702
		SP:Iteration 40F (113950.510000 sec): 3 clusters
  Score: Raw -38346730.844559 + Penalty 4143.182707 = -38342587.661852
  nChanged 596
		SP:Iteration 41Q (113952.370000 sec): 3 clusters
  Score: Raw -38346970.479191 + Penalty 4143.182707 = -38342827.296484
  nChanged 468
		SP:Iteration 42Q (113954.380000 sec): 3 clusters
  Score: Raw -38347133.600159 + Penalty 4143.182707 = -38342990.417452
  nChanged 370
		SP:Iteration 43Q (113956.240000 sec): 3 clusters
  Score: Raw -38347255.536494 + Penalty 4143.182707 = -38343112.353787
  nChanged 291
		SP:Iteration 44Q (113957.990000 sec): 3 clusters
  Score: Raw -38347336.456465 + Penalty 4143.182707 = -38343193.273758
  nChanged 237
		SP:Iteration 45Q (113959.680000 sec): 3 clusters
  Score: Raw -38347394.286300 + Penalty 4143.182707 = -38343251.103593
  nChanged 194
		SP:Iteration 46Q (113961.420000 sec): 3 clusters
  Score: Raw -38347443.344550 + Penalty 4143.182707 = -38343300.161842
  nChanged 196
		SP:Iteration 47Q (113963.370000 sec): 3 clusters
  Score: Raw -38347491.817715 + Penalty 4143.182707 = -38343348.635007
  nChanged 157
		SP:Iteration 48Q (113965.320000 sec): 3 clusters
  Score: Raw -38347525.700472 + Penalty 4143.182707 = -38343382.517765
  nChanged 130
		SP:Iteration 49Q (113967.270000 sec): 3 clusters
  Score: Raw -38347552.559378 + Penalty 4143.182707 = -38343409.376670
  nChanged 118
		SP:Iteration 50Q (113969.060000 sec): 3 clusters
  Score: Raw -38347580.776540 + Penalty 4143.182707 = -38343437.593833
  nChanged 120
		SP:Iteration 51Q (113970.950000 sec): 3 clusters
  Score: Raw -38347614.682331 + Penalty 4143.182707 = -38343471.499624
  nChanged 113
		SP:Iteration 52Q (113972.890000 sec): 3 clusters
  Score: Raw -38347641.959796 + Penalty 4143.182707 = -38343498.777088
  nChanged 91
		SP:Iteration 53Q (113974.660000 sec): 3 clusters
  Score: Raw -38347663.063004 + Penalty 4143.182707 = -38343519.880297
  nChanged 71
		SP:Iteration 54Q (113976.260000 sec): 3 clusters
  Score: Raw -38347677.303514 + Penalty 4143.182707 = -38343534.120806
  nChanged 61
		SP:Iteration 55Q (113977.970000 sec): 3 clusters
  Score: Raw -38347689.853259 + Penalty 4143.182707 = -38343546.670552
  nChanged 55
		SP:Iteration 56Q (113979.800000 sec): 3 clusters
  Score: Raw -38347700.432030 + Penalty 4143.182707 = -38343557.249323
  nChanged 54
		SP:Iteration 57Q (113981.620000 sec): 3 clusters
  Score: Raw -38347709.370537 + Penalty 4143.182707 = -38343566.187829
  nChanged 34
		SP:Iteration 58Q (113983.330000 sec): 3 clusters
  Score: Raw -38347715.401171 + Penalty 4143.182707 = -38343572.218463
  nChanged 28
		SP:Iteration 59Q (113985.160000 sec): 3 clusters
  Score: Raw -38347720.455942 + Penalty 4143.182707 = -38343577.273234
  nChanged 29
		SP:Iteration 60F (113987.110000 sec): 3 clusters
  Score: Raw -38347725.896188 + Penalty 4143.182707 = -38343582.713481
  nChanged 29
		SP:Iteration 61Q (113988.910000 sec): 3 clusters
  Score: Raw -38347730.152503 + Penalty 4143.182707 = -38343586.969796
  nChanged 23
		SP:Iteration 62Q (113990.690000 sec): 3 clusters
  Score: Raw -38347733.907182 + Penalty 4143.182707 = -38343590.724474
  nChanged 12
		SP:Iteration 63Q (113992.550000 sec): 3 clusters
  Score: Raw -38347735.471972 + Penalty 4143.182707 = -38343592.289265
  nChanged 12
		SP:Iteration 64Q (113994.300000 sec): 3 clusters
  Score: Raw -38347737.212607 + Penalty 4143.182707 = -38343594.029900
  nChanged 20
		SP:Iteration 65Q (113996.130000 sec): 3 clusters
  Score: Raw -38347739.810829 + Penalty 4143.182707 = -38343596.628122
  nChanged 14
		SP:Iteration 66Q (113997.860000 sec): 3 clusters
  Score: Raw -38347741.741265 + Penalty 4143.182707 = -38343598.558558
  nChanged 13
		SP:Iteration 67Q (113999.620000 sec): 3 clusters
  Score: Raw -38347743.371748 + Penalty 4143.182707 = -38343600.189041
  nChanged 9
		SP:Iteration 68Q (114001.460000 sec): 3 clusters
  Score: Raw -38347744.548858 + Penalty 4143.182707 = -38343601.366151
  nChanged 8
		SP:Iteration 69Q (114003.240000 sec): 3 clusters
  Score: Raw -38347745.598138 + Penalty 4143.182707 = -38343602.415430
  nChanged 7
		SP:Iteration 70Q (114005.020000 sec): 3 clusters
  Score: Raw -38347746.609090 + Penalty 4143.182707 = -38343603.426383
  nChanged 10
		SP:Iteration 71Q (114006.840000 sec): 3 clusters
  Score: Raw -38347747.993924 + Penalty 4143.182707 = -38343604.811217
  nChanged 7
		SP:Iteration 72Q (114008.750000 sec): 3 clusters
  Score: Raw -38347749.399305 + Penalty 4143.182707 = -38343606.216597
  nChanged 10
		SP:Iteration 73Q (114010.600000 sec): 3 clusters
  Score: Raw -38347750.803783 + Penalty 4143.182707 = -38343607.621076
  nChanged 10
		SP:Iteration 74Q (114012.310000 sec): 3 clusters
  Score: Raw -38347752.287622 + Penalty 4143.182707 = -38343609.104915
  nChanged 12
		SP:Iteration 75Q (114014.090000 sec): 3 clusters
  Score: Raw -38347754.631788 + Penalty 4143.182707 = -38343611.449081
  nChanged 12
		SP:Iteration 76Q (114015.850000 sec): 3 clusters
  Score: Raw -38347756.786649 + Penalty 4143.182707 = -38343613.603941
  nChanged 10
		SP:Iteration 77Q (114017.430000 sec): 3 clusters
  Score: Raw -38347758.473595 + Penalty 4143.182707 = -38343615.290888
  nChanged 11
		SP:Iteration 78Q (114019.220000 sec): 3 clusters
  Score: Raw -38347759.996121 + Penalty 4143.182707 = -38343616.813413
  nChanged 8
		SP:Iteration 79Q (114020.960000 sec): 3 clusters
  Score: Raw -38347760.918063 + Penalty 4143.182707 = -38343617.735356
  nChanged 5
		SP:Iteration 80F (114022.970000 sec): 3 clusters
  Score: Raw -38347761.759570 + Penalty 4143.182707 = -38343618.576862
  nChanged 5
		SP:Iteration 81Q (114024.580000 sec): 3 clusters
  Score: Raw -38347762.336438 + Penalty 4143.182707 = -38343619.153730
  nChanged 8
		SP:Iteration 82Q (114026.220000 sec): 3 clusters
  Score: Raw -38347763.147831 + Penalty 4143.182707 = -38343619.965124
  nChanged 7
		SP:Iteration 83Q (114027.750000 sec): 3 clusters
  Score: Raw -38347763.777961 + Penalty 4143.182707 = -38343620.595253
  nChanged 4
		SP:Iteration 84Q (114029.080000 sec): 3 clusters
  Score: Raw -38347764.265641 + Penalty 4143.182707 = -38343621.082933
  nChanged 2
		SP:Iteration 85Q (114030.420000 sec): 3 clusters
  Score: Raw -38347764.624619 + Penalty 4143.182707 = -38343621.441911
  nChanged 2
		SP:Iteration 86Q (114031.840000 sec): 3 clusters
  Score: Raw -38347764.885908 + Penalty 4143.182707 = -38343621.703200
  nChanged 2
		SP:Iteration 87Q (114033.390000 sec): 3 clusters
  Score: Raw -38347765.182946 + Penalty 4143.182707 = -38343622.000238
  nChanged 0
		SP:Iteration 88F (114035.280000 sec): 3 clusters
  Score: Raw -38347765.182946 + Penalty 4143.182707 = -38343622.000238
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114035.720000 sec): 2 clusters
  Score: Raw -2635957.502641 + Penalty 1640.875682 = -2634316.626959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114036.030000 sec): 3 clusters
  Score: Raw -2621198.320650 + Penalty 3281.751365 = -2617916.569286
  nChanged 11055
		SP:Iteration 1F (114036.280000 sec): 3 clusters
  Score: Raw -2627126.434262 + Penalty 3281.751365 = -2623844.682897
  nChanged 1177
		SP:Iteration 2Q (114036.600000 sec): 3 clusters
  Score: Raw -2627519.829659 + Penalty 3281.751365 = -2624238.078294
  nChanged 1096
		SP:Iteration 3Q (114036.880000 sec): 3 clusters
  Score: Raw -2627898.151449 + Penalty 3281.751365 = -2624616.400084
  nChanged 1021
		SP:Iteration 4Q (114037.160000 sec): 3 clusters
  Score: Raw -2628304.256155 + Penalty 3281.751365 = -2625022.504790
  nChanged 1091
		SP:Iteration 5Q (114037.420000 sec): 3 clusters
  Score: Raw -2628811.291375 + Penalty 3281.751365 = -2625529.540010
  nChanged 1193
		SP:Iteration 6Q (114037.680000 sec): 3 clusters
  Score: Raw -2629407.405783 + Penalty 3281.751365 = -2626125.654419
  nChanged 1230
		SP:Iteration 7F (114037.960000 sec): 3 clusters
  Score: Raw -2630162.198749 + Penalty 3281.751365 = -2626880.447384
  nChanged 1267
		SP:Iteration 8F (114038.250000 sec): 3 clusters
  Score: Raw -2630921.026419 + Penalty 3281.751365 = -2627639.275054
  nChanged 1252
		SP:Iteration 9F (114038.510000 sec): 3 clusters
  Score: Raw -2631650.798714 + Penalty 3281.751365 = -2628369.047350
  nChanged 1133
		SP:Iteration 10Q (114038.820000 sec): 3 clusters
  Score: Raw -2632253.347966 + Penalty 3281.751365 = -2628971.596601
  nChanged 941
		SP:Iteration 11Q (114039.150000 sec): 3 clusters
  Score: Raw -2632672.133980 + Penalty 3281.751365 = -2629390.382616
  nChanged 778
		SP:Iteration 12Q (114039.440000 sec): 3 clusters
  Score: Raw -2632982.802951 + Penalty 3281.751365 = -2629701.051586
  nChanged 592
		SP:Iteration 13Q (114039.740000 sec): 3 clusters
  Score: Raw -2633170.730906 + Penalty 3281.751365 = -2629888.979541
  nChanged 443
		SP:Iteration 14Q (114040.060000 sec): 3 clusters
  Score: Raw -2633282.897779 + Penalty 3281.751365 = -2630001.146414
  nChanged 337
		SP:Iteration 15Q (114040.310000 sec): 3 clusters
  Score: Raw -2633346.259824 + Penalty 3281.751365 = -2630064.508460
  nChanged 245
		SP:Iteration 16Q (114040.630000 sec): 3 clusters
  Score: Raw -2633387.991155 + Penalty 3281.751365 = -2630106.239791
  nChanged 205
		SP:Iteration 17Q (114040.890000 sec): 3 clusters
  Score: Raw -2633415.577825 + Penalty 3281.751365 = -2630133.826460
  nChanged 171
		SP:Iteration 18Q (114041.170000 sec): 3 clusters
  Score: Raw -2633442.680277 + Penalty 3281.751365 = -2630160.928912
  nChanged 172
		SP:Iteration 19Q (114041.440000 sec): 3 clusters
  Score: Raw -2633472.138666 + Penalty 3281.751365 = -2630190.387302
  nChanged 167
		SP:Iteration 20F (114041.700000 sec): 3 clusters
  Score: Raw -2633498.570680 + Penalty 3281.751365 = -2630216.819315
  nChanged 164
		SP:Iteration 21Q (114041.950000 sec): 3 clusters
  Score: Raw -2633526.691892 + Penalty 3281.751365 = -2630244.940528
  nChanged 176
		SP:Iteration 22Q (114042.230000 sec): 3 clusters
  Score: Raw -2633554.108403 + Penalty 3281.751365 = -2630272.357039
  nChanged 168
		SP:Iteration 23Q (114042.530000 sec): 3 clusters
  Score: Raw -2633581.558767 + Penalty 3281.751365 = -2630299.807403
  nChanged 177
		SP:Iteration 24Q (114042.780000 sec): 3 clusters
  Score: Raw -2633613.790688 + Penalty 3281.751365 = -2630332.039323
  nChanged 178
		SP:Iteration 25Q (114043.070000 sec): 3 clusters
  Score: Raw -2633645.432867 + Penalty 3281.751365 = -2630363.681503
  nChanged 193
		SP:Iteration 26Q (114043.360000 sec): 3 clusters
  Score: Raw -2633686.479321 + Penalty 3281.751365 = -2630404.727957
  nChanged 194
		SP:Iteration 27Q (114043.650000 sec): 3 clusters
  Score: Raw -2633727.996864 + Penalty 3281.751365 = -2630446.245499
  nChanged 215
		SP:Iteration 28Q (114043.960000 sec): 3 clusters
  Score: Raw -2633773.933155 + Penalty 3281.751365 = -2630492.181791
  nChanged 246
		SP:Iteration 29Q (114044.220000 sec): 3 clusters
  Score: Raw -2633826.945248 + Penalty 3281.751365 = -2630545.193884
  nChanged 224
		SP:Iteration 30Q (114044.480000 sec): 3 clusters
  Score: Raw -2633873.639552 + Penalty 3281.751365 = -2630591.888187
  nChanged 233
		SP:Iteration 31Q (114044.820000 sec): 3 clusters
  Score: Raw -2633926.098794 + Penalty 3281.751365 = -2630644.347429
  nChanged 254
		SP:Iteration 32Q (114045.120000 sec): 3 clusters
  Score: Raw -2633990.407276 + Penalty 3281.751365 = -2630708.655911
  nChanged 292
		SP:Iteration 33Q (114045.420000 sec): 3 clusters
  Score: Raw -2634073.197474 + Penalty 3281.751365 = -2630791.446110
  nChanged 329
		SP:Iteration 34Q (114045.670000 sec): 3 clusters
  Score: Raw -2634173.834339 + Penalty 3281.751365 = -2630892.082974
  nChanged 350
		SP:Iteration 35Q (114045.940000 sec): 3 clusters
  Score: Raw -2634274.352609 + Penalty 3281.751365 = -2630992.601244
  nChanged 330
		SP:Iteration 36Q (114046.200000 sec): 3 clusters
  Score: Raw -2634372.268997 + Penalty 3281.751365 = -2631090.517633
  nChanged 326
		SP:Iteration 37Q (114046.480000 sec): 3 clusters
  Score: Raw -2634467.643938 + Penalty 3281.751365 = -2631185.892574
  nChanged 306
		SP:Iteration 38Q (114046.770000 sec): 3 clusters
  Score: Raw -2634554.457286 + Penalty 3281.751365 = -2631272.705921
  nChanged 305
		SP:Iteration 39Q (114047.010000 sec): 3 clusters
  Score: Raw -2634643.255364 + Penalty 3281.751365 = -2631361.503999
  nChanged 281
		SP:Iteration 40F (114047.260000 sec): 3 clusters
  Score: Raw -2634718.941308 + Penalty 3281.751365 = -2631437.189943
  nChanged 283
		SP:Iteration 41Q (114047.560000 sec): 3 clusters
  Score: Raw -2634798.446273 + Penalty 3281.751365 = -2631516.694908
  nChanged 282
		SP:Iteration 42Q (114047.780000 sec): 3 clusters
  Score: Raw -2634881.810046 + Penalty 3281.751365 = -2631600.058682
  nChanged 290
		SP:Iteration 43Q (114048.060000 sec): 3 clusters
  Score: Raw -2634966.416836 + Penalty 3281.751365 = -2631684.665472
  nChanged 294
		SP:Iteration 44Q (114048.320000 sec): 3 clusters
  Score: Raw -2635044.603148 + Penalty 3281.751365 = -2631762.851783
  nChanged 287
		SP:Iteration 45Q (114048.620000 sec): 3 clusters
  Score: Raw -2635125.769596 + Penalty 3281.751365 = -2631844.018231
  nChanged 287
		SP:Iteration 46Q (114048.860000 sec): 3 clusters
  Score: Raw -2635217.012115 + Penalty 3281.751365 = -2631935.260750
  nChanged 276
		SP:Iteration 47Q (114049.130000 sec): 3 clusters
  Score: Raw -2635307.195257 + Penalty 3281.751365 = -2632025.443892
  nChanged 267
		SP:Iteration 48Q (114049.390000 sec): 3 clusters
  Score: Raw -2635393.747027 + Penalty 3281.751365 = -2632111.995662
  nChanged 264
		SP:Iteration 49Q (114049.660000 sec): 3 clusters
  Score: Raw -2635479.503507 + Penalty 3281.751365 = -2632197.752143
  nChanged 275
		SP:Iteration 50Q (114049.960000 sec): 3 clusters
  Score: Raw -2635570.608888 + Penalty 3281.751365 = -2632288.857523
  nChanged 235
		SP:Iteration 51Q (114050.190000 sec): 3 clusters
  Score: Raw -2635641.825426 + Penalty 3281.751365 = -2632360.074061
  nChanged 227
		SP:Iteration 52Q (114050.470000 sec): 3 clusters
  Score: Raw -2635707.137828 + Penalty 3281.751365 = -2632425.386463
  nChanged 200
		SP:Iteration 53Q (114050.760000 sec): 3 clusters
  Score: Raw -2635760.339745 + Penalty 3281.751365 = -2632478.588380
  nChanged 178
		SP:Iteration 54Q (114051.070000 sec): 3 clusters
  Score: Raw -2635802.218099 + Penalty 3281.751365 = -2632520.466735
  nChanged 162
		SP:Iteration 55Q (114051.330000 sec): 3 clusters
  Score: Raw -2635839.370421 + Penalty 3281.751365 = -2632557.619057
  nChanged 140
		SP:Iteration 56Q (114051.620000 sec): 3 clusters
  Score: Raw -2635868.649342 + Penalty 3281.751365 = -2632586.897978
  nChanged 121
		SP:Iteration 57Q (114051.900000 sec): 3 clusters
  Score: Raw -2635898.982916 + Penalty 3281.751365 = -2632617.231551
  nChanged 128
		SP:Iteration 58Q (114052.110000 sec): 3 clusters
  Score: Raw -2635925.654075 + Penalty 3281.751365 = -2632643.902710
  nChanged 118
		SP:Iteration 59Q (114052.380000 sec): 3 clusters
  Score: Raw -2635949.958368 + Penalty 3281.751365 = -2632668.207004
  nChanged 100
		SP:Iteration 60F (114052.680000 sec): 3 clusters
  Score: Raw -2635968.487391 + Penalty 3281.751365 = -2632686.736026
  nChanged 97
		SP:Iteration 61Q (114052.960000 sec): 3 clusters
  Score: Raw -2635984.177012 + Penalty 3281.751365 = -2632702.425647
  nChanged 82
		SP:Iteration 62Q (114053.210000 sec): 3 clusters
  Score: Raw -2635999.119248 + Penalty 3281.751365 = -2632717.367884
  nChanged 91
		SP:Iteration 63Q (114053.490000 sec): 3 clusters
  Score: Raw -2636014.954608 + Penalty 3281.751365 = -2632733.203243
  nChanged 91
		SP:Iteration 64Q (114053.800000 sec): 3 clusters
  Score: Raw -2636033.006410 + Penalty 3281.751365 = -2632751.255045
  nChanged 79
		SP:Iteration 65Q (114054.070000 sec): 3 clusters
  Score: Raw -2636045.824948 + Penalty 3281.751365 = -2632764.073583
  nChanged 84
		SP:Iteration 66Q (114054.320000 sec): 3 clusters
  Score: Raw -2636062.227046 + Penalty 3281.751365 = -2632780.475682
  nChanged 99
		SP:Iteration 67Q (114054.600000 sec): 3 clusters
  Score: Raw -2636081.520280 + Penalty 3281.751365 = -2632799.768915
  nChanged 81
		SP:Iteration 68Q (114054.860000 sec): 3 clusters
  Score: Raw -2636096.716781 + Penalty 3281.751365 = -2632814.965417
  nChanged 73
		SP:Iteration 69Q (114055.120000 sec): 3 clusters
  Score: Raw -2636111.056993 + Penalty 3281.751365 = -2632829.305629
  nChanged 61
		SP:Iteration 70Q (114055.410000 sec): 3 clusters
  Score: Raw -2636121.095087 + Penalty 3281.751365 = -2632839.343722
  nChanged 62
		SP:Iteration 71Q (114055.710000 sec): 3 clusters
  Score: Raw -2636132.360710 + Penalty 3281.751365 = -2632850.609345
  nChanged 59
		SP:Iteration 72Q (114055.990000 sec): 3 clusters
  Score: Raw -2636141.423304 + Penalty 3281.751365 = -2632859.671940
  nChanged 50
		SP:Iteration 73Q (114056.280000 sec): 3 clusters
  Score: Raw -2636148.703455 + Penalty 3281.751365 = -2632866.952090
  nChanged 48
		SP:Iteration 74Q (114056.560000 sec): 3 clusters
  Score: Raw -2636155.934233 + Penalty 3281.751365 = -2632874.182869
  nChanged 45
		SP:Iteration 75Q (114056.880000 sec): 3 clusters
  Score: Raw -2636162.609061 + Penalty 3281.751365 = -2632880.857696
  nChanged 49
		SP:Iteration 76Q (114057.170000 sec): 3 clusters
  Score: Raw -2636169.573809 + Penalty 3281.751365 = -2632887.822444
  nChanged 46
		SP:Iteration 77Q (114057.410000 sec): 3 clusters
  Score: Raw -2636176.822350 + Penalty 3281.751365 = -2632895.070985
  nChanged 41
		SP:Iteration 78Q (114057.690000 sec): 3 clusters
  Score: Raw -2636184.727493 + Penalty 3281.751365 = -2632902.976128
  nChanged 58
		SP:Iteration 79Q (114057.960000 sec): 3 clusters
  Score: Raw -2636195.130250 + Penalty 3281.751365 = -2632913.378885
  nChanged 54
		SP:Iteration 80F (114058.300000 sec): 3 clusters
  Score: Raw -2636206.415120 + Penalty 3281.751365 = -2632924.663756
  nChanged 50
		SP:Iteration 81Q (114058.570000 sec): 3 clusters
  Score: Raw -2636216.172358 + Penalty 3281.751365 = -2632934.420994
  nChanged 52
		SP:Iteration 82Q (114058.850000 sec): 3 clusters
  Score: Raw -2636225.995275 + Penalty 3281.751365 = -2632944.243910
  nChanged 44
		SP:Iteration 83Q (114059.140000 sec): 3 clusters
  Score: Raw -2636234.498672 + Penalty 3281.751365 = -2632952.747308
  nChanged 40
		SP:Iteration 84Q (114059.400000 sec): 3 clusters
  Score: Raw -2636241.209157 + Penalty 3281.751365 = -2632959.457792
  nChanged 36
		SP:Iteration 85Q (114059.720000 sec): 3 clusters
  Score: Raw -2636247.042424 + Penalty 3281.751365 = -2632965.291060
  nChanged 26
		SP:Iteration 86Q (114059.960000 sec): 3 clusters
  Score: Raw -2636251.442167 + Penalty 3281.751365 = -2632969.690803
  nChanged 29
		SP:Iteration 87Q (114060.280000 sec): 3 clusters
  Score: Raw -2636255.912109 + Penalty 3281.751365 = -2632974.160744
  nChanged 24
		SP:Iteration 88Q (114060.560000 sec): 3 clusters
  Score: Raw -2636259.455921 + Penalty 3281.751365 = -2632977.704556
  nChanged 18
		SP:Iteration 89Q (114060.870000 sec): 3 clusters
  Score: Raw -2636261.864825 + Penalty 3281.751365 = -2632980.113460
  nChanged 22
		SP:Iteration 90Q (114061.120000 sec): 3 clusters
  Score: Raw -2636264.630595 + Penalty 3281.751365 = -2632982.879231
  nChanged 17
		SP:Iteration 91Q (114061.380000 sec): 3 clusters
  Score: Raw -2636267.456611 + Penalty 3281.751365 = -2632985.705246
  nChanged 18
		SP:Iteration 92Q (114061.620000 sec): 3 clusters
  Score: Raw -2636269.588356 + Penalty 3281.751365 = -2632987.836991
  nChanged 19
		SP:Iteration 93Q (114061.860000 sec): 3 clusters
  Score: Raw -2636272.000956 + Penalty 3281.751365 = -2632990.249591
  nChanged 13
		SP:Iteration 94Q (114062.160000 sec): 3 clusters
  Score: Raw -2636273.811496 + Penalty 3281.751365 = -2632992.060131
  nChanged 11
		SP:Iteration 95Q (114062.420000 sec): 3 clusters
  Score: Raw -2636275.399037 + Penalty 3281.751365 = -2632993.647672
  nChanged 11
		SP:Iteration 96Q (114062.710000 sec): 3 clusters
  Score: Raw -2636276.656732 + Penalty 3281.751365 = -2632994.905367
  nChanged 14
		SP:Iteration 97Q (114063.000000 sec): 3 clusters
  Score: Raw -2636278.358697 + Penalty 3281.751365 = -2632996.607332
  nChanged 14
		SP:Iteration 98Q (114063.260000 sec): 3 clusters
  Score: Raw -2636280.339604 + Penalty 3281.751365 = -2632998.588239
  nChanged 19
		SP:Iteration 99Q (114063.510000 sec): 3 clusters
  Score: Raw -2636282.283277 + Penalty 3281.751365 = -2633000.531912
  nChanged 23
		SP:Iteration 100F (114063.770000 sec): 3 clusters
  Score: Raw -2636285.434766 + Penalty 3281.751365 = -2633003.683401
  nChanged 19
		SP:Iteration 101Q (114064.040000 sec): 3 clusters
  Score: Raw -2636288.272748 + Penalty 3281.751365 = -2633006.521383
  nChanged 17
		SP:Iteration 102Q (114064.270000 sec): 3 clusters
  Score: Raw -2636290.286139 + Penalty 3281.751365 = -2633008.534774
  nChanged 19
		SP:Iteration 103Q (114064.590000 sec): 3 clusters
  Score: Raw -2636293.206150 + Penalty 3281.751365 = -2633011.454786
  nChanged 17
		SP:Iteration 104Q (114064.870000 sec): 3 clusters
  Score: Raw -2636295.839652 + Penalty 3281.751365 = -2633014.088288
  nChanged 23
		SP:Iteration 105Q (114065.110000 sec): 3 clusters
  Score: Raw -2636299.560737 + Penalty 3281.751365 = -2633017.809372
  nChanged 25
		SP:Iteration 106Q (114065.400000 sec): 3 clusters
  Score: Raw -2636303.618115 + Penalty 3281.751365 = -2633021.866750
  nChanged 19
		SP:Iteration 107Q (114065.650000 sec): 3 clusters
  Score: Raw -2636306.497428 + Penalty 3281.751365 = -2633024.746063
  nChanged 19
		SP:Iteration 108Q (114065.900000 sec): 3 clusters
  Score: Raw -2636308.978115 + Penalty 3281.751365 = -2633027.226750
  nChanged 18
		SP:Iteration 109Q (114066.180000 sec): 3 clusters
  Score: Raw -2636312.258272 + Penalty 3281.751365 = -2633030.506907
  nChanged 15
		SP:Iteration 110Q (114066.470000 sec): 3 clusters
  Score: Raw -2636315.319862 + Penalty 3281.751365 = -2633033.568498
  nChanged 16
		SP:Iteration 111Q (114066.780000 sec): 3 clusters
  Score: Raw -2636317.656075 + Penalty 3281.751365 = -2633035.904710
  nChanged 15
		SP:Iteration 112Q (114067.010000 sec): 3 clusters
  Score: Raw -2636319.485091 + Penalty 3281.751365 = -2633037.733727
  nChanged 12
		SP:Iteration 113Q (114067.330000 sec): 3 clusters
  Score: Raw -2636321.023793 + Penalty 3281.751365 = -2633039.272428
  nChanged 13
		SP:Iteration 114Q (114067.620000 sec): 3 clusters
  Score: Raw -2636322.513521 + Penalty 3281.751365 = -2633040.762156
  nChanged 4
		SP:Iteration 115Q (114067.910000 sec): 3 clusters
  Score: Raw -2636323.006176 + Penalty 3281.751365 = -2633041.254812
  nChanged 5
		SP:Iteration 116Q (114068.190000 sec): 3 clusters
  Score: Raw -2636323.530079 + Penalty 3281.751365 = -2633041.778714
  nChanged 7
		SP:Iteration 117Q (114068.510000 sec): 3 clusters
  Score: Raw -2636324.252911 + Penalty 3281.751365 = -2633042.501547
  nChanged 6
		SP:Iteration 118Q (114068.730000 sec): 3 clusters
  Score: Raw -2636325.042049 + Penalty 3281.751365 = -2633043.290684
  nChanged 4
		SP:Iteration 119Q (114069.050000 sec): 3 clusters
  Score: Raw -2636325.631916 + Penalty 3281.751365 = -2633043.880551
  nChanged 4
		SP:Iteration 120F (114069.330000 sec): 3 clusters
  Score: Raw -2636326.148836 + Penalty 3281.751365 = -2633044.397472
  nChanged 7
		SP:Iteration 121Q (114069.610000 sec): 3 clusters
  Score: Raw -2636326.953698 + Penalty 3281.751365 = -2633045.202334
  nChanged 3
		SP:Iteration 122Q (114069.860000 sec): 3 clusters
  Score: Raw -2636327.419669 + Penalty 3281.751365 = -2633045.668304
  nChanged 4
		SP:Iteration 123Q (114070.170000 sec): 3 clusters
  Score: Raw -2636327.914700 + Penalty 3281.751365 = -2633046.163335
  nChanged 7
		SP:Iteration 124Q (114070.520000 sec): 3 clusters
  Score: Raw -2636328.694301 + Penalty 3281.751365 = -2633046.942936
  nChanged 3
		SP:Iteration 125Q (114070.820000 sec): 3 clusters
  Score: Raw -2636329.039770 + Penalty 3281.751365 = -2633047.288405
  nChanged 4
		SP:Iteration 126Q (114071.090000 sec): 3 clusters
  Score: Raw -2636329.515885 + Penalty 3281.751365 = -2633047.764520
  nChanged 3
		SP:Iteration 127Q (114071.380000 sec): 3 clusters
  Score: Raw -2636329.802148 + Penalty 3281.751365 = -2633048.050783
  nChanged 5
		SP:Iteration 128Q (114071.720000 sec): 3 clusters
  Score: Raw -2636330.373754 + Penalty 3281.751365 = -2633048.622389
  nChanged 5
		SP:Iteration 129Q (114071.960000 sec): 3 clusters
  Score: Raw -2636330.742366 + Penalty 3281.751365 = -2633048.991001
  nChanged 3
		SP:Iteration 130Q (114072.220000 sec): 3 clusters
  Score: Raw -2636330.989885 + Penalty 3281.751365 = -2633049.238521
  nChanged 2
		SP:Iteration 131Q (114072.530000 sec): 3 clusters
  Score: Raw -2636331.302968 + Penalty 3281.751365 = -2633049.551604
  nChanged 4
		SP:Iteration 132Q (114072.800000 sec): 3 clusters
  Score: Raw -2636331.950287 + Penalty 3281.751365 = -2633050.198922
  nChanged 4
		SP:Iteration 133Q (114073.130000 sec): 3 clusters
  Score: Raw -2636332.425935 + Penalty 3281.751365 = -2633050.674570
  nChanged 4
		SP:Iteration 134Q (114073.420000 sec): 3 clusters
  Score: Raw -2636332.903116 + Penalty 3281.751365 = -2633051.151751
  nChanged 5
		SP:Iteration 135Q (114073.720000 sec): 3 clusters
  Score: Raw -2636333.409733 + Penalty 3281.751365 = -2633051.658368
  nChanged 4
		SP:Iteration 136Q (114074.060000 sec): 3 clusters
  Score: Raw -2636333.749115 + Penalty 3281.751365 = -2633051.997751
  nChanged 3
		SP:Iteration 137Q (114074.340000 sec): 3 clusters
  Score: Raw -2636334.127735 + Penalty 3281.751365 = -2633052.376370
  nChanged 8
		SP:Iteration 138Q (114074.630000 sec): 3 clusters
  Score: Raw -2636335.150548 + Penalty 3281.751365 = -2633053.399184
  nChanged 8
		SP:Iteration 139Q (114074.870000 sec): 3 clusters
  Score: Raw -2636336.040394 + Penalty 3281.751365 = -2633054.289029
  nChanged 10
		SP:Iteration 140F (114075.180000 sec): 3 clusters
  Score: Raw -2636337.196732 + Penalty 3281.751365 = -2633055.445368
  nChanged 9
		SP:Iteration 141Q (114075.440000 sec): 3 clusters
  Score: Raw -2636338.150436 + Penalty 3281.751365 = -2633056.399071
  nChanged 7
		SP:Iteration 142Q (114075.720000 sec): 3 clusters
  Score: Raw -2636338.871221 + Penalty 3281.751365 = -2633057.119857
  nChanged 10
		SP:Iteration 143Q (114076.020000 sec): 3 clusters
  Score: Raw -2636340.160365 + Penalty 3281.751365 = -2633058.409000
  nChanged 8
		SP:Iteration 144Q (114076.310000 sec): 3 clusters
  Score: Raw -2636341.752678 + Penalty 3281.751365 = -2633060.001313
  nChanged 7
		SP:Iteration 145Q (114076.610000 sec): 3 clusters
  Score: Raw -2636342.496169 + Penalty 3281.751365 = -2633060.744804
  nChanged 8
		SP:Iteration 146Q (114076.860000 sec): 3 clusters
  Score: Raw -2636343.618035 + Penalty 3281.751365 = -2633061.866670
  nChanged 14
		SP:Iteration 147Q (114077.160000 sec): 3 clusters
  Score: Raw -2636346.108719 + Penalty 3281.751365 = -2633064.357354
  nChanged 7
		SP:Iteration 148Q (114077.460000 sec): 3 clusters
  Score: Raw -2636347.012561 + Penalty 3281.751365 = -2633065.261196
  nChanged 6
		SP:Iteration 149Q (114077.760000 sec): 3 clusters
  Score: Raw -2636347.903914 + Penalty 3281.751365 = -2633066.152550
  nChanged 9
		SP:Iteration 150Q (114078.060000 sec): 3 clusters
  Score: Raw -2636349.401125 + Penalty 3281.751365 = -2633067.649760
  nChanged 11
		SP:Iteration 151Q (114078.360000 sec): 3 clusters
  Score: Raw -2636351.053694 + Penalty 3281.751365 = -2633069.302329
  nChanged 5
		SP:Iteration 152Q (114078.650000 sec): 3 clusters
  Score: Raw -2636351.769723 + Penalty 3281.751365 = -2633070.018359
  nChanged 8
		SP:Iteration 153Q (114078.920000 sec): 3 clusters
  Score: Raw -2636352.581362 + Penalty 3281.751365 = -2633070.829998
  nChanged 6
		SP:Iteration 154Q (114079.210000 sec): 3 clusters
  Score: Raw -2636353.174084 + Penalty 3281.751365 = -2633071.422719
  nChanged 8
		SP:Iteration 155Q (114079.560000 sec): 3 clusters
  Score: Raw -2636354.348800 + Penalty 3281.751365 = -2633072.597436
  nChanged 7
		SP:Iteration 156Q (114079.820000 sec): 3 clusters
  Score: Raw -2636355.099216 + Penalty 3281.751365 = -2633073.347851
  nChanged 7
		SP:Iteration 157Q (114080.080000 sec): 3 clusters
  Score: Raw -2636355.906841 + Penalty 3281.751365 = -2633074.155477
  nChanged 7
		SP:Iteration 158Q (114080.320000 sec): 3 clusters
  Score: Raw -2636356.496523 + Penalty 3281.751365 = -2633074.745158
  nChanged 6
		SP:Iteration 159Q (114080.590000 sec): 3 clusters
  Score: Raw -2636357.113810 + Penalty 3281.751365 = -2633075.362446
  nChanged 8
		SP:Iteration 160F (114080.880000 sec): 3 clusters
  Score: Raw -2636357.672858 + Penalty 3281.751365 = -2633075.921493
  nChanged 1
		SP:Iteration 161Q (114081.180000 sec): 3 clusters
  Score: Raw -2636357.778435 + Penalty 3281.751365 = -2633076.027070
  nChanged 1
		SP:Iteration 162Q (114081.450000 sec): 3 clusters
  Score: Raw -2636357.868051 + Penalty 3281.751365 = -2633076.116686
  nChanged 1
		SP:Iteration 163Q (114081.760000 sec): 3 clusters
  Score: Raw -2636357.949598 + Penalty 3281.751365 = -2633076.198233
  nChanged 0
		SP:Iteration 164F (114082.040000 sec): 3 clusters
  Score: Raw -2636357.949598 + Penalty 3281.751365 = -2633076.198233
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (11890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114082.150000 sec): 2 clusters
  Score: Raw -1305162.572690 + Penalty 1524.811111 = -1303637.761579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114082.400000 sec): 3 clusters
  Score: Raw -1298353.478400 + Penalty 3049.622222 = -1295303.856178
  nChanged 5214
		SP:Iteration 1F (114082.630000 sec): 3 clusters
  Score: Raw -1301469.013989 + Penalty 3049.622222 = -1298419.391767
  nChanged 934
		SP:Iteration 2F (114082.820000 sec): 3 clusters
  Score: Raw -1302127.418807 + Penalty 3049.622222 = -1299077.796586
  nChanged 906
		SP:Iteration 3F (114083.020000 sec): 3 clusters
  Score: Raw -1302817.180948 + Penalty 3049.622222 = -1299767.558726
  nChanged 783
		SP:Iteration 4F (114083.280000 sec): 3 clusters
  Score: Raw -1303348.341381 + Penalty 3049.622222 = -1300298.719160
  nChanged 631
		SP:Iteration 5F (114083.510000 sec): 3 clusters
  Score: Raw -1303760.739136 + Penalty 3049.622222 = -1300711.116915
  nChanged 554
		SP:Iteration 6Q (114083.730000 sec): 3 clusters
  Score: Raw -1304151.867647 + Penalty 3049.622222 = -1301102.245426
  nChanged 539
		SP:Iteration 7Q (114083.960000 sec): 3 clusters
  Score: Raw -1304590.949807 + Penalty 3049.622222 = -1301541.327586
  nChanged 553
		SP:Iteration 8Q (114084.190000 sec): 3 clusters
  Score: Raw -1305184.861646 + Penalty 3049.622222 = -1302135.239425
  nChanged 627
		SP:Iteration 9F (114084.480000 sec): 3 clusters
  Score: Raw -1305958.927374 + Penalty 3049.622222 = -1302909.305152
  nChanged 519
		SP:Iteration 10Q (114084.680000 sec): 3 clusters
  Score: Raw -1306404.705101 + Penalty 3049.622222 = -1303355.082880
  nChanged 280
		SP:Iteration 11Q (114084.940000 sec): 3 clusters
  Score: Raw -1306552.788130 + Penalty 3049.622222 = -1303503.165908
  nChanged 140
		SP:Iteration 12Q (114085.130000 sec): 3 clusters
  Score: Raw -1306599.104897 + Penalty 3049.622222 = -1303549.482675
  nChanged 72
		SP:Iteration 13Q (114085.380000 sec): 3 clusters
  Score: Raw -1306616.805953 + Penalty 3049.622222 = -1303567.183732
  nChanged 52
		SP:Iteration 14Q (114085.590000 sec): 3 clusters
  Score: Raw -1306626.800630 + Penalty 3049.622222 = -1303577.178409
  nChanged 38
		SP:Iteration 15Q (114085.830000 sec): 3 clusters
  Score: Raw -1306632.592811 + Penalty 3049.622222 = -1303582.970590
  nChanged 23
		SP:Iteration 16Q (114086.060000 sec): 3 clusters
  Score: Raw -1306635.763914 + Penalty 3049.622222 = -1303586.141692
  nChanged 21
		SP:Iteration 17Q (114086.280000 sec): 3 clusters
  Score: Raw -1306638.622852 + Penalty 3049.622222 = -1303589.000630
  nChanged 6
		SP:Iteration 18Q (114086.470000 sec): 3 clusters
  Score: Raw -1306639.498937 + Penalty 3049.622222 = -1303589.876715
  nChanged 3
		SP:Iteration 19Q (114086.680000 sec): 3 clusters
  Score: Raw -1306640.029851 + Penalty 3049.622222 = -1303590.407629
  nChanged 4
		SP:Iteration 20F (114086.910000 sec): 3 clusters
  Score: Raw -1306640.421738 + Penalty 3049.622222 = -1303590.799516
  nChanged 4
		SP:Iteration 21Q (114087.080000 sec): 3 clusters
  Score: Raw -1306640.808131 + Penalty 3049.622222 = -1303591.185909
  nChanged 0
		SP:Iteration 22F (114087.310000 sec): 3 clusters
  Score: Raw -1306640.808131 + Penalty 3049.622222 = -1303591.185909
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (101361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114087.870000 sec): 2 clusters
  Score: Raw -11154438.180715 + Penalty 1873.047098 = -11152565.133617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114088.560000 sec): 3 clusters
  Score: Raw -11088427.880649 + Penalty 3746.094196 = -11084681.786453
  nChanged 48463
		SP:Iteration 1F (114089.250000 sec): 3 clusters
  Score: Raw -11116674.870903 + Penalty 3746.094196 = -11112928.776707
  nChanged 3360
		SP:Iteration 2Q (114089.960000 sec): 3 clusters
  Score: Raw -11117532.056860 + Penalty 3746.094196 = -11113785.962664
  nChanged 3881
		SP:Iteration 3Q (114090.660000 sec): 3 clusters
  Score: Raw -11118762.133181 + Penalty 3746.094196 = -11115016.038984
  nChanged 4579
		SP:Iteration 4Q (114091.350000 sec): 3 clusters
  Score: Raw -11120570.992694 + Penalty 3746.094196 = -11116824.898498
  nChanged 5396
		SP:Iteration 5F (114092.060000 sec): 3 clusters
  Score: Raw -11123142.164921 + Penalty 3746.094196 = -11119396.070725
  nChanged 6237
		SP:Iteration 6F (114092.670000 sec): 3 clusters
  Score: Raw -11126718.747495 + Penalty 3746.094196 = -11122972.653299
  nChanged 6997
		SP:Iteration 7F (114093.330000 sec): 3 clusters
  Score: Raw -11131607.410153 + Penalty 3746.094196 = -11127861.315957
  nChanged 7439
		SP:Iteration 8F (114093.970000 sec): 3 clusters
  Score: Raw -11137699.717472 + Penalty 3746.094196 = -11133953.623276
  nChanged 7030
		SP:Iteration 9F (114094.630000 sec): 3 clusters
  Score: Raw -11144146.769233 + Penalty 3746.094196 = -11140400.675037
  nChanged 5416
		SP:Iteration 10F (114095.290000 sec): 3 clusters
  Score: Raw -11149341.958649 + Penalty 3746.094196 = -11145595.864453
  nChanged 3258
		SP:Iteration 11Q (114095.990000 sec): 3 clusters
  Score: Raw -11152382.977759 + Penalty 3746.094196 = -11148636.883563
  nChanged 1520
		SP:Iteration 12Q (114096.660000 sec): 3 clusters
  Score: Raw -11153747.774720 + Penalty 3746.094196 = -11150001.680524
  nChanged 618
		SP:Iteration 13Q (114097.320000 sec): 3 clusters
  Score: Raw -11154302.629092 + Penalty 3746.094196 = -11150556.534895
  nChanged 243
		SP:Iteration 14Q (114098.030000 sec): 3 clusters
  Score: Raw -11154520.094957 + Penalty 3746.094196 = -11150774.000761
  nChanged 95
		SP:Iteration 15Q (114098.730000 sec): 3 clusters
  Score: Raw -11154597.422875 + Penalty 3746.094196 = -11150851.328679
  nChanged 42
		SP:Iteration 16Q (114099.510000 sec): 3 clusters
  Score: Raw -11154640.848084 + Penalty 3746.094196 = -11150894.753888
  nChanged 31
		SP:Iteration 17Q (114100.290000 sec): 3 clusters
  Score: Raw -11154664.731778 + Penalty 3746.094196 = -11150918.637582
  nChanged 16
		SP:Iteration 18Q (114101.040000 sec): 3 clusters
  Score: Raw -11154681.856585 + Penalty 3746.094196 = -11150935.762389
  nChanged 12
		SP:Iteration 19Q (114101.790000 sec): 3 clusters
  Score: Raw -11154692.573961 + Penalty 3746.094196 = -11150946.479764
  nChanged 11
		SP:Iteration 20F (114102.570000 sec): 3 clusters
  Score: Raw -11154699.433079 + Penalty 3746.094196 = -11150953.338882
  nChanged 5
		SP:Iteration 21Q (114103.290000 sec): 3 clusters
  Score: Raw -11154703.387831 + Penalty 3746.094196 = -11150957.293634
  nChanged 4
		SP:Iteration 22Q (114104.010000 sec): 3 clusters
  Score: Raw -11154706.280802 + Penalty 3746.094196 = -11150960.186606
  nChanged 6
		SP:Iteration 23Q (114104.720000 sec): 3 clusters
  Score: Raw -11154711.213601 + Penalty 3746.094196 = -11150965.119404
  nChanged 2
		SP:Iteration 24Q (114105.380000 sec): 3 clusters
  Score: Raw -11154713.194153 + Penalty 3746.094196 = -11150967.099957
  nChanged 1
		SP:Iteration 25Q (114106.130000 sec): 3 clusters
  Score: Raw -11154713.663398 + Penalty 3746.094196 = -11150967.569202
  nChanged 1
		SP:Iteration 26Q (114106.780000 sec): 3 clusters
  Score: Raw -11154714.552413 + Penalty 3746.094196 = -11150968.458216
  nChanged 1
		SP:Iteration 27Q (114107.420000 sec): 3 clusters
  Score: Raw -11154714.928374 + Penalty 3746.094196 = -11150968.834177
  nChanged 0
		SP:Iteration 28F (114108.010000 sec): 3 clusters
  Score: Raw -11154714.928374 + Penalty 3746.094196 = -11150968.834177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114108.160000 sec): 2 clusters
  Score: Raw -110824.339220 + Penalty 1130.128816 = -109694.210405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114108.340000 sec): 3 clusters
  Score: Raw -110512.247867 + Penalty 2260.257631 = -108251.990236
  nChanged 328
		SP:Iteration 1F (114108.420000 sec): 3 clusters
  Score: Raw -110838.605830 + Penalty 2260.257631 = -108578.348199
  nChanged 98
		SP:Iteration 2F (114108.580000 sec): 3 clusters
  Score: Raw -110944.275370 + Penalty 2260.257631 = -108684.017739
  nChanged 51
		SP:Iteration 3Q (114108.760000 sec): 3 clusters
  Score: Raw -110998.295669 + Penalty 2260.257631 = -108738.038038
  nChanged 38
		SP:Iteration 4Q (114108.930000 sec): 3 clusters
  Score: Raw -111041.637137 + Penalty 2260.257631 = -108781.379506
  nChanged 27
		SP:Iteration 5Q (114109.140000 sec): 3 clusters
  Score: Raw -111073.303853 + Penalty 2260.257631 = -108813.046222
  nChanged 20
		SP:Iteration 6Q (114109.290000 sec): 3 clusters
  Score: Raw -111090.303995 + Penalty 2260.257631 = -108830.046364
  nChanged 14
		SP:Iteration 7Q (114109.450000 sec): 3 clusters
  Score: Raw -111102.714798 + Penalty 2260.257631 = -108842.457167
  nChanged 15
		SP:Iteration 8Q (114109.630000 sec): 3 clusters
  Score: Raw -111113.352821 + Penalty 2260.257631 = -108853.095190
  nChanged 9
		SP:Iteration 9Q (114109.810000 sec): 3 clusters
  Score: Raw -111120.007864 + Penalty 2260.257631 = -108859.750232
  nChanged 5
		SP:Iteration 10Q (114109.960000 sec): 3 clusters
  Score: Raw -111123.114288 + Penalty 2260.257631 = -108862.856657
  nChanged 6
		SP:Iteration 11Q (114110.110000 sec): 3 clusters
  Score: Raw -111125.976182 + Penalty 2260.257631 = -108865.718551
  nChanged 1
		SP:Iteration 12Q (114110.300000 sec): 3 clusters
  Score: Raw -111126.242429 + Penalty 2260.257631 = -108865.984798
  nChanged 0
		SP:Iteration 13F (114110.460000 sec): 3 clusters
  Score: Raw -111126.242429 + Penalty 2260.257631 = -108865.984798
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114110.620000 sec): 2 clusters
  Score: Raw -1325357.962752 + Penalty 1519.377495 = -1323838.585257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114110.860000 sec): 3 clusters
  Score: Raw -1318783.239999 + Penalty 3038.754990 = -1315744.485009
  nChanged 5019
		SP:Iteration 1F (114111.060000 sec): 3 clusters
  Score: Raw -1321431.411969 + Penalty 3038.754990 = -1318392.656979
  nChanged 654
		SP:Iteration 2F (114111.250000 sec): 3 clusters
  Score: Raw -1321666.904716 + Penalty 3038.754990 = -1318628.149726
  nChanged 522
		SP:Iteration 3Q (114111.490000 sec): 3 clusters
  Score: Raw -1321864.322043 + Penalty 3038.754990 = -1318825.567052
  nChanged 454
		SP:Iteration 4Q (114111.710000 sec): 3 clusters
  Score: Raw -1322019.771292 + Penalty 3038.754990 = -1318981.016302
  nChanged 393
		SP:Iteration 5Q (114111.910000 sec): 3 clusters
  Score: Raw -1322134.848701 + Penalty 3038.754990 = -1319096.093711
  nChanged 307
		SP:Iteration 6Q (114112.090000 sec): 3 clusters
  Score: Raw -1322222.509117 + Penalty 3038.754990 = -1319183.754127
  nChanged 292
		SP:Iteration 7Q (114112.290000 sec): 3 clusters
  Score: Raw -1322306.753744 + Penalty 3038.754990 = -1319267.998754
  nChanged 274
		SP:Iteration 8Q (114112.580000 sec): 3 clusters
  Score: Raw -1322395.524293 + Penalty 3038.754990 = -1319356.769303
  nChanged 344
		SP:Iteration 9Q (114112.760000 sec): 3 clusters
  Score: Raw -1322525.543631 + Penalty 3038.754990 = -1319486.788641
  nChanged 384
		SP:Iteration 10Q (114112.990000 sec): 3 clusters
  Score: Raw -1322698.957507 + Penalty 3038.754990 = -1319660.202516
  nChanged 470
		SP:Iteration 11Q (114113.230000 sec): 3 clusters
  Score: Raw -1322951.076114 + Penalty 3038.754990 = -1319912.321124
  nChanged 530
		SP:Iteration 12Q (114113.470000 sec): 3 clusters
  Score: Raw -1323300.312893 + Penalty 3038.754990 = -1320261.557903
  nChanged 577
		SP:Iteration 13F (114113.690000 sec): 3 clusters
  Score: Raw -1323742.615228 + Penalty 3038.754990 = -1320703.860238
  nChanged 565
		SP:Iteration 14Q (114113.860000 sec): 3 clusters
  Score: Raw -1324268.029327 + Penalty 3038.754990 = -1321229.274337
  nChanged 459
		SP:Iteration 15Q (114114.110000 sec): 3 clusters
  Score: Raw -1324700.245098 + Penalty 3038.754990 = -1321661.490108
  nChanged 312
		SP:Iteration 16Q (114114.370000 sec): 3 clusters
  Score: Raw -1324961.498371 + Penalty 3038.754990 = -1321922.743381
  nChanged 219
		SP:Iteration 17Q (114114.580000 sec): 3 clusters
  Score: Raw -1325141.926117 + Penalty 3038.754990 = -1322103.171127
  nChanged 166
		SP:Iteration 18Q (114114.790000 sec): 3 clusters
  Score: Raw -1325267.302410 + Penalty 3038.754990 = -1322228.547420
  nChanged 102
		SP:Iteration 19Q (114115.020000 sec): 3 clusters
  Score: Raw -1325344.479505 + Penalty 3038.754990 = -1322305.724515
  nChanged 89
		SP:Iteration 20F (114115.170000 sec): 3 clusters
  Score: Raw -1325407.264520 + Penalty 3038.754990 = -1322368.509530
  nChanged 53
		SP:Iteration 21Q (114115.410000 sec): 3 clusters
  Score: Raw -1325447.957059 + Penalty 3038.754990 = -1322409.202069
  nChanged 43
		SP:Iteration 22Q (114115.630000 sec): 3 clusters
  Score: Raw -1325480.096667 + Penalty 3038.754990 = -1322441.341677
  nChanged 32
		SP:Iteration 23Q (114115.850000 sec): 3 clusters
  Score: Raw -1325505.317203 + Penalty 3038.754990 = -1322466.562213
  nChanged 30
		SP:Iteration 24Q (114116.040000 sec): 3 clusters
  Score: Raw -1325528.506319 + Penalty 3038.754990 = -1322489.751329
  nChanged 18
		SP:Iteration 25Q (114116.240000 sec): 3 clusters
  Score: Raw -1325539.978546 + Penalty 3038.754990 = -1322501.223556
  nChanged 11
		SP:Iteration 26Q (114116.460000 sec): 3 clusters
  Score: Raw -1325547.802171 + Penalty 3038.754990 = -1322509.047181
  nChanged 6
		SP:Iteration 27Q (114116.660000 sec): 3 clusters
  Score: Raw -1325553.627280 + Penalty 3038.754990 = -1322514.872290
  nChanged 6
		SP:Iteration 28Q (114116.780000 sec): 3 clusters
  Score: Raw -1325557.747184 + Penalty 3038.754990 = -1322518.992194
  nChanged 7
		SP:Iteration 29Q (114116.970000 sec): 3 clusters
  Score: Raw -1325561.974263 + Penalty 3038.754990 = -1322523.219273
  nChanged 3
		SP:Iteration 30Q (114117.210000 sec): 3 clusters
  Score: Raw -1325563.096764 + Penalty 3038.754990 = -1322524.341774
  nChanged 2
		SP:Iteration 31Q (114117.450000 sec): 3 clusters
  Score: Raw -1325563.817477 + Penalty 3038.754990 = -1322525.062487
  nChanged 2
		SP:Iteration 32Q (114117.650000 sec): 3 clusters
  Score: Raw -1325565.073573 + Penalty 3038.754990 = -1322526.318583
  nChanged 0
		SP:Iteration 33F (114117.890000 sec): 3 clusters
  Score: Raw -1325565.073573 + Penalty 3038.754990 = -1322526.318583
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114118.090000 sec): 2 clusters
  Score: Raw -2609319.332019 + Penalty 1637.379179 = -2607681.952840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114118.390000 sec): 3 clusters
  Score: Raw -2594952.789605 + Penalty 3274.758357 = -2591678.031248
  nChanged 10741
		SP:Iteration 1F (114118.720000 sec): 3 clusters
  Score: Raw -2601276.783094 + Penalty 3274.758357 = -2598002.024736
  nChanged 1453
		SP:Iteration 2F (114119.060000 sec): 3 clusters
  Score: Raw -2602025.002588 + Penalty 3274.758357 = -2598750.244231
  nChanged 1506
		SP:Iteration 3F (114119.390000 sec): 3 clusters
  Score: Raw -2602854.399799 + Penalty 3274.758357 = -2599579.641442
  nChanged 1520
		SP:Iteration 4F (114119.690000 sec): 3 clusters
  Score: Raw -2603700.178726 + Penalty 3274.758357 = -2600425.420369
  nChanged 1445
		SP:Iteration 5F (114119.960000 sec): 3 clusters
  Score: Raw -2604468.439514 + Penalty 3274.758357 = -2601193.681157
  nChanged 1285
		SP:Iteration 6F (114120.270000 sec): 3 clusters
  Score: Raw -2605055.149296 + Penalty 3274.758357 = -2601780.390939
  nChanged 1047
		SP:Iteration 7Q (114120.650000 sec): 3 clusters
  Score: Raw -2605455.286374 + Penalty 3274.758357 = -2602180.528017
  nChanged 809
		SP:Iteration 8Q (114120.980000 sec): 3 clusters
  Score: Raw -2605700.548645 + Penalty 3274.758357 = -2602425.790288
  nChanged 626
		SP:Iteration 9Q (114121.290000 sec): 3 clusters
  Score: Raw -2605869.005804 + Penalty 3274.758357 = -2602594.247447
  nChanged 508
		SP:Iteration 10Q (114121.620000 sec): 3 clusters
  Score: Raw -2606002.737753 + Penalty 3274.758357 = -2602727.979396
  nChanged 464
		SP:Iteration 11Q (114121.930000 sec): 3 clusters
  Score: Raw -2606125.292753 + Penalty 3274.758357 = -2602850.534396
  nChanged 441
		SP:Iteration 12Q (114122.240000 sec): 3 clusters
  Score: Raw -2606244.393852 + Penalty 3274.758357 = -2602969.635495
  nChanged 412
		SP:Iteration 13Q (114122.540000 sec): 3 clusters
  Score: Raw -2606351.235888 + Penalty 3274.758357 = -2603076.477530
  nChanged 444
		SP:Iteration 14Q (114122.920000 sec): 3 clusters
  Score: Raw -2606486.006364 + Penalty 3274.758357 = -2603211.248007
  nChanged 492
		SP:Iteration 15Q (114123.270000 sec): 3 clusters
  Score: Raw -2606647.173195 + Penalty 3274.758357 = -2603372.414838
  nChanged 502
		SP:Iteration 16Q (114123.570000 sec): 3 clusters
  Score: Raw -2606843.524349 + Penalty 3274.758357 = -2603568.765992
  nChanged 550
		SP:Iteration 17Q (114123.920000 sec): 3 clusters
  Score: Raw -2607080.523547 + Penalty 3274.758357 = -2603805.765190
  nChanged 606
		SP:Iteration 18Q (114124.220000 sec): 3 clusters
  Score: Raw -2607381.242683 + Penalty 3274.758357 = -2604106.484326
  nChanged 645
		SP:Iteration 19Q (114124.500000 sec): 3 clusters
  Score: Raw -2607743.767405 + Penalty 3274.758357 = -2604469.009048
  nChanged 636
		SP:Iteration 20F (114124.780000 sec): 3 clusters
  Score: Raw -2608148.497883 + Penalty 3274.758357 = -2604873.739526
  nChanged 569
		SP:Iteration 21Q (114125.100000 sec): 3 clusters
  Score: Raw -2608540.723855 + Penalty 3274.758357 = -2605265.965498
  nChanged 497
		SP:Iteration 22Q (114125.430000 sec): 3 clusters
  Score: Raw -2608909.781063 + Penalty 3274.758357 = -2605635.022706
  nChanged 364
		SP:Iteration 23Q (114125.720000 sec): 3 clusters
  Score: Raw -2609190.003123 + Penalty 3274.758357 = -2605915.244766
  nChanged 251
		SP:Iteration 24Q (114126.060000 sec): 3 clusters
  Score: Raw -2609404.088932 + Penalty 3274.758357 = -2606129.330575
  nChanged 146
		SP:Iteration 25Q (114126.320000 sec): 3 clusters
  Score: Raw -2609538.627417 + Penalty 3274.758357 = -2606263.869060
  nChanged 99
		SP:Iteration 26Q (114126.610000 sec): 3 clusters
  Score: Raw -2609629.048566 + Penalty 3274.758357 = -2606354.290209
  nChanged 64
		SP:Iteration 27Q (114126.930000 sec): 3 clusters
  Score: Raw -2609682.097199 + Penalty 3274.758357 = -2606407.338841
  nChanged 47
		SP:Iteration 28Q (114127.270000 sec): 3 clusters
  Score: Raw -2609730.832639 + Penalty 3274.758357 = -2606456.074282
  nChanged 45
		SP:Iteration 29Q (114127.530000 sec): 3 clusters
  Score: Raw -2609769.301240 + Penalty 3274.758357 = -2606494.542883
  nChanged 34
		SP:Iteration 30Q (114127.790000 sec): 3 clusters
  Score: Raw -2609802.046709 + Penalty 3274.758357 = -2606527.288352
  nChanged 25
		SP:Iteration 31Q (114128.070000 sec): 3 clusters
  Score: Raw -2609836.594841 + Penalty 3274.758357 = -2606561.836483
  nChanged 27
		SP:Iteration 32Q (114128.350000 sec): 3 clusters
  Score: Raw -2609857.910765 + Penalty 3274.758357 = -2606583.152408
  nChanged 26
		SP:Iteration 33Q (114128.700000 sec): 3 clusters
  Score: Raw -2609877.238312 + Penalty 3274.758357 = -2606602.479955
  nChanged 16
		SP:Iteration 34Q (114128.970000 sec): 3 clusters
  Score: Raw -2609889.422524 + Penalty 3274.758357 = -2606614.664167
  nChanged 20
		SP:Iteration 35Q (114129.220000 sec): 3 clusters
  Score: Raw -2609900.604223 + Penalty 3274.758357 = -2606625.845866
  nChanged 15
		SP:Iteration 36Q (114129.540000 sec): 3 clusters
  Score: Raw -2609910.455271 + Penalty 3274.758357 = -2606635.696914
  nChanged 9
		SP:Iteration 37Q (114129.830000 sec): 3 clusters
  Score: Raw -2609914.729113 + Penalty 3274.758357 = -2606639.970756
  nChanged 4
		SP:Iteration 38Q (114130.150000 sec): 3 clusters
  Score: Raw -2609916.491569 + Penalty 3274.758357 = -2606641.733212
  nChanged 3
		SP:Iteration 39Q (114130.410000 sec): 3 clusters
  Score: Raw -2609917.520635 + Penalty 3274.758357 = -2606642.762278
  nChanged 0
		SP:Iteration 40F (114130.730000 sec): 3 clusters
  Score: Raw -2609917.520635 + Penalty 3274.758357 = -2606642.762278
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114130.820000 sec): 2 clusters
  Score: Raw -852350.616555 + Penalty 1455.071501 = -850895.545054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114131.010000 sec): 3 clusters
  Score: Raw -848116.401148 + Penalty 2910.143001 = -845206.258146
  nChanged 3315
		SP:Iteration 1F (114131.210000 sec): 3 clusters
  Score: Raw -850376.320001 + Penalty 2910.143001 = -847466.177000
  nChanged 764
		SP:Iteration 2F (114131.410000 sec): 3 clusters
  Score: Raw -851024.688509 + Penalty 2910.143001 = -848114.545507
  nChanged 665
		SP:Iteration 3F (114131.570000 sec): 3 clusters
  Score: Raw -851617.613395 + Penalty 2910.143001 = -848707.470394
  nChanged 562
		SP:Iteration 4F (114131.820000 sec): 3 clusters
  Score: Raw -852063.931500 + Penalty 2910.143001 = -849153.788499
  nChanged 403
		SP:Iteration 5F (114131.990000 sec): 3 clusters
  Score: Raw -852318.729970 + Penalty 2910.143001 = -849408.586969
  nChanged 289
		SP:Iteration 6Q (114132.210000 sec): 3 clusters
  Score: Raw -852451.115971 + Penalty 2910.143001 = -849540.972970
  nChanged 196
		SP:Iteration 7Q (114132.430000 sec): 3 clusters
  Score: Raw -852532.135628 + Penalty 2910.143001 = -849621.992627
  nChanged 153
		SP:Iteration 8Q (114132.620000 sec): 3 clusters
  Score: Raw -852595.906212 + Penalty 2910.143001 = -849685.763211
  nChanged 139
		SP:Iteration 9Q (114132.830000 sec): 3 clusters
  Score: Raw -852644.005574 + Penalty 2910.143001 = -849733.862573
  nChanged 91
		SP:Iteration 10Q (114133.040000 sec): 3 clusters
  Score: Raw -852667.805641 + Penalty 2910.143001 = -849757.662640
  nChanged 69
		SP:Iteration 11Q (114133.230000 sec): 3 clusters
  Score: Raw -852681.758842 + Penalty 2910.143001 = -849771.615841
  nChanged 48
		SP:Iteration 12Q (114133.410000 sec): 3 clusters
  Score: Raw -852691.667282 + Penalty 2910.143001 = -849781.524281
  nChanged 43
		SP:Iteration 13Q (114133.620000 sec): 3 clusters
  Score: Raw -852702.047280 + Penalty 2910.143001 = -849791.904279
  nChanged 38
		SP:Iteration 14Q (114133.860000 sec): 3 clusters
  Score: Raw -852709.852696 + Penalty 2910.143001 = -849799.709695
  nChanged 30
		SP:Iteration 15Q (114134.030000 sec): 3 clusters
  Score: Raw -852715.228359 + Penalty 2910.143001 = -849805.085357
  nChanged 23
		SP:Iteration 16Q (114134.240000 sec): 3 clusters
  Score: Raw -852719.312667 + Penalty 2910.143001 = -849809.169666
  nChanged 21
		SP:Iteration 17Q (114134.470000 sec): 3 clusters
  Score: Raw -852723.075472 + Penalty 2910.143001 = -849812.932471
  nChanged 23
		SP:Iteration 18Q (114134.690000 sec): 3 clusters
  Score: Raw -852727.377653 + Penalty 2910.143001 = -849817.234652
  nChanged 27
		SP:Iteration 19Q (114134.880000 sec): 3 clusters
  Score: Raw -852732.189298 + Penalty 2910.143001 = -849822.046297
  nChanged 26
		SP:Iteration 20F (114135.050000 sec): 3 clusters
  Score: Raw -852736.726634 + Penalty 2910.143001 = -849826.583633
  nChanged 13
		SP:Iteration 21Q (114135.250000 sec): 3 clusters
  Score: Raw -852738.059591 + Penalty 2910.143001 = -849827.916590
  nChanged 3
		SP:Iteration 22Q (114135.480000 sec): 3 clusters
  Score: Raw -852738.492950 + Penalty 2910.143001 = -849828.349949
  nChanged 3
		SP:Iteration 23Q (114135.650000 sec): 3 clusters
  Score: Raw -852738.798012 + Penalty 2910.143001 = -849828.655011
  nChanged 2
		SP:Iteration 24Q (114135.890000 sec): 3 clusters
  Score: Raw -852739.151435 + Penalty 2910.143001 = -849829.008434
  nChanged 5
		SP:Iteration 25Q (114136.060000 sec): 3 clusters
  Score: Raw -852739.590138 + Penalty 2910.143001 = -849829.447137
  nChanged 5
		SP:Iteration 26Q (114136.250000 sec): 3 clusters
  Score: Raw -852740.048096 + Penalty 2910.143001 = -849829.905095
  nChanged 4
		SP:Iteration 27Q (114136.410000 sec): 3 clusters
  Score: Raw -852740.577458 + Penalty 2910.143001 = -849830.434457
  nChanged 4
		SP:Iteration 28Q (114136.640000 sec): 3 clusters
  Score: Raw -852741.108547 + Penalty 2910.143001 = -849830.965546
  nChanged 2
		SP:Iteration 29Q (114136.840000 sec): 3 clusters
  Score: Raw -852741.271268 + Penalty 2910.143001 = -849831.128267
  nChanged 1
		SP:Iteration 30Q (114137.100000 sec): 3 clusters
  Score: Raw -852741.378046 + Penalty 2910.143001 = -849831.235045
  nChanged 0
		SP:Iteration 31F (114137.270000 sec): 3 clusters
  Score: Raw -852741.378046 + Penalty 2910.143001 = -849831.235045
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (11912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114137.420000 sec): 2 clusters
  Score: Raw -1288653.053130 + Penalty 1525.111506 = -1287127.941624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114137.650000 sec): 3 clusters
  Score: Raw -1281702.750400 + Penalty 3050.223012 = -1278652.527388
  nChanged 5238
		SP:Iteration 1F (114137.870000 sec): 3 clusters
  Score: Raw -1284570.993596 + Penalty 3050.223012 = -1281520.770584
  nChanged 692
		SP:Iteration 2F (114138.090000 sec): 3 clusters
  Score: Raw -1284845.782004 + Penalty 3050.223012 = -1281795.558993
  nChanged 566
		SP:Iteration 3Q (114138.300000 sec): 3 clusters
  Score: Raw -1285061.615980 + Penalty 3050.223012 = -1282011.392969
  nChanged 519
		SP:Iteration 4Q (114138.550000 sec): 3 clusters
  Score: Raw -1285275.569915 + Penalty 3050.223012 = -1282225.346904
  nChanged 494
		SP:Iteration 5Q (114138.790000 sec): 3 clusters
  Score: Raw -1285455.188903 + Penalty 3050.223012 = -1282404.965892
  nChanged 398
		SP:Iteration 6Q (114139.030000 sec): 3 clusters
  Score: Raw -1285603.085151 + Penalty 3050.223012 = -1282552.862140
  nChanged 391
		SP:Iteration 7Q (114139.250000 sec): 3 clusters
  Score: Raw -1285776.850224 + Penalty 3050.223012 = -1282726.627212
  nChanged 418
		SP:Iteration 8Q (114139.460000 sec): 3 clusters
  Score: Raw -1285976.865237 + Penalty 3050.223012 = -1282926.642225
  nChanged 440
		SP:Iteration 9Q (114139.690000 sec): 3 clusters
  Score: Raw -1286213.785748 + Penalty 3050.223012 = -1283163.562736
  nChanged 437
		SP:Iteration 10Q (114139.910000 sec): 3 clusters
  Score: Raw -1286489.170603 + Penalty 3050.223012 = -1283438.947592
  nChanged 492
		SP:Iteration 11Q (114140.090000 sec): 3 clusters
  Score: Raw -1286830.925835 + Penalty 3050.223012 = -1283780.702823
  nChanged 473
		SP:Iteration 12Q (114140.320000 sec): 3 clusters
  Score: Raw -1287171.572924 + Penalty 3050.223012 = -1284121.349912
  nChanged 438
		SP:Iteration 13Q (114140.530000 sec): 3 clusters
  Score: Raw -1287494.198805 + Penalty 3050.223012 = -1284443.975793
  nChanged 385
		SP:Iteration 14Q (114140.750000 sec): 3 clusters
  Score: Raw -1287749.884061 + Penalty 3050.223012 = -1284699.661050
  nChanged 325
		SP:Iteration 15Q (114140.980000 sec): 3 clusters
  Score: Raw -1287952.159568 + Penalty 3050.223012 = -1284901.936557
  nChanged 266
		SP:Iteration 16Q (114141.240000 sec): 3 clusters
  Score: Raw -1288097.837755 + Penalty 3050.223012 = -1285047.614744
  nChanged 203
		SP:Iteration 17Q (114141.500000 sec): 3 clusters
  Score: Raw -1288209.979315 + Penalty 3050.223012 = -1285159.756303
  nChanged 166
		SP:Iteration 18Q (114141.700000 sec): 3 clusters
  Score: Raw -1288294.077295 + Penalty 3050.223012 = -1285243.854283
  nChanged 158
		SP:Iteration 19Q (114141.930000 sec): 3 clusters
  Score: Raw -1288369.861972 + Penalty 3050.223012 = -1285319.638961
  nChanged 105
		SP:Iteration 20F (114142.160000 sec): 3 clusters
  Score: Raw -1288417.779502 + Penalty 3050.223012 = -1285367.556490
  nChanged 88
		SP:Iteration 21Q (114142.330000 sec): 3 clusters
  Score: Raw -1288453.176711 + Penalty 3050.223012 = -1285402.953700
  nChanged 82
		SP:Iteration 22Q (114142.540000 sec): 3 clusters
  Score: Raw -1288489.533106 + Penalty 3050.223012 = -1285439.310095
  nChanged 75
		SP:Iteration 23Q (114142.740000 sec): 3 clusters
  Score: Raw -1288520.405549 + Penalty 3050.223012 = -1285470.182537
  nChanged 81
		SP:Iteration 24Q (114142.990000 sec): 3 clusters
  Score: Raw -1288556.840294 + Penalty 3050.223012 = -1285506.617282
  nChanged 71
		SP:Iteration 25Q (114143.210000 sec): 3 clusters
  Score: Raw -1288587.553096 + Penalty 3050.223012 = -1285537.330085
  nChanged 56
		SP:Iteration 26Q (114143.410000 sec): 3 clusters
  Score: Raw -1288611.106896 + Penalty 3050.223012 = -1285560.883885
  nChanged 52
		SP:Iteration 27Q (114143.600000 sec): 3 clusters
  Score: Raw -1288633.382267 + Penalty 3050.223012 = -1285583.159256
  nChanged 46
		SP:Iteration 28Q (114143.840000 sec): 3 clusters
  Score: Raw -1288653.523683 + Penalty 3050.223012 = -1285603.300671
  nChanged 44
		SP:Iteration 29Q (114144.010000 sec): 3 clusters
  Score: Raw -1288672.635012 + Penalty 3050.223012 = -1285622.412001
  nChanged 40
		SP:Iteration 30Q (114144.250000 sec): 3 clusters
  Score: Raw -1288690.767664 + Penalty 3050.223012 = -1285640.544652
  nChanged 43
		SP:Iteration 31Q (114144.470000 sec): 3 clusters
  Score: Raw -1288706.675656 + Penalty 3050.223012 = -1285656.452645
  nChanged 39
		SP:Iteration 32Q (114144.680000 sec): 3 clusters
  Score: Raw -1288724.530947 + Penalty 3050.223012 = -1285674.307936
  nChanged 38
		SP:Iteration 33Q (114144.890000 sec): 3 clusters
  Score: Raw -1288743.511401 + Penalty 3050.223012 = -1285693.288389
  nChanged 37
		SP:Iteration 34Q (114145.120000 sec): 3 clusters
  Score: Raw -1288758.371522 + Penalty 3050.223012 = -1285708.148511
  nChanged 29
		SP:Iteration 35Q (114145.340000 sec): 3 clusters
  Score: Raw -1288771.954114 + Penalty 3050.223012 = -1285721.731102
  nChanged 31
		SP:Iteration 36Q (114145.580000 sec): 3 clusters
  Score: Raw -1288785.260469 + Penalty 3050.223012 = -1285735.037457
  nChanged 27
		SP:Iteration 37Q (114145.800000 sec): 3 clusters
  Score: Raw -1288795.732069 + Penalty 3050.223012 = -1285745.509058
  nChanged 24
		SP:Iteration 38Q (114145.980000 sec): 3 clusters
  Score: Raw -1288805.691277 + Penalty 3050.223012 = -1285755.468265
  nChanged 23
		SP:Iteration 39Q (114146.220000 sec): 3 clusters
  Score: Raw -1288814.083716 + Penalty 3050.223012 = -1285763.860704
  nChanged 20
		SP:Iteration 40F (114146.430000 sec): 3 clusters
  Score: Raw -1288822.483834 + Penalty 3050.223012 = -1285772.260823
  nChanged 19
		SP:Iteration 41Q (114146.610000 sec): 3 clusters
  Score: Raw -1288830.429585 + Penalty 3050.223012 = -1285780.206573
  nChanged 14
		SP:Iteration 42Q (114146.800000 sec): 3 clusters
  Score: Raw -1288836.539025 + Penalty 3050.223012 = -1285786.316013
  nChanged 13
		SP:Iteration 43Q (114147.020000 sec): 3 clusters
  Score: Raw -1288841.279380 + Penalty 3050.223012 = -1285791.056368
  nChanged 10
		SP:Iteration 44Q (114147.280000 sec): 3 clusters
  Score: Raw -1288845.712294 + Penalty 3050.223012 = -1285795.489283
  nChanged 14
		SP:Iteration 45Q (114147.470000 sec): 3 clusters
  Score: Raw -1288852.904530 + Penalty 3050.223012 = -1285802.681518
  nChanged 8
		SP:Iteration 46Q (114147.680000 sec): 3 clusters
  Score: Raw -1288858.592771 + Penalty 3050.223012 = -1285808.369759
  nChanged 12
		SP:Iteration 47Q (114147.920000 sec): 3 clusters
  Score: Raw -1288863.247053 + Penalty 3050.223012 = -1285813.024041
  nChanged 9
		SP:Iteration 48Q (114148.130000 sec): 3 clusters
  Score: Raw -1288866.819568 + Penalty 3050.223012 = -1285816.596557
  nChanged 9
		SP:Iteration 49Q (114148.370000 sec): 3 clusters
  Score: Raw -1288870.598509 + Penalty 3050.223012 = -1285820.375497
  nChanged 8
		SP:Iteration 50Q (114148.640000 sec): 3 clusters
  Score: Raw -1288874.898978 + Penalty 3050.223012 = -1285824.675966
  nChanged 13
		SP:Iteration 51Q (114148.840000 sec): 3 clusters
  Score: Raw -1288880.082075 + Penalty 3050.223012 = -1285829.859063
  nChanged 6
		SP:Iteration 52Q (114149.060000 sec): 3 clusters
  Score: Raw -1288882.698726 + Penalty 3050.223012 = -1285832.475714
  nChanged 7
		SP:Iteration 53Q (114149.320000 sec): 3 clusters
  Score: Raw -1288887.200444 + Penalty 3050.223012 = -1285836.977432
  nChanged 12
		SP:Iteration 54Q (114149.510000 sec): 3 clusters
  Score: Raw -1288893.859385 + Penalty 3050.223012 = -1285843.636374
  nChanged 8
		SP:Iteration 55Q (114149.750000 sec): 3 clusters
  Score: Raw -1288897.572958 + Penalty 3050.223012 = -1285847.349946
  nChanged 6
		SP:Iteration 56Q (114149.980000 sec): 3 clusters
  Score: Raw -1288900.923896 + Penalty 3050.223012 = -1285850.700884
  nChanged 7
		SP:Iteration 57Q (114150.180000 sec): 3 clusters
  Score: Raw -1288904.754376 + Penalty 3050.223012 = -1285854.531364
  nChanged 5
		SP:Iteration 58Q (114150.440000 sec): 3 clusters
  Score: Raw -1288906.510598 + Penalty 3050.223012 = -1285856.287586
  nChanged 5
		SP:Iteration 59Q (114150.640000 sec): 3 clusters
  Score: Raw -1288908.859563 + Penalty 3050.223012 = -1285858.636551
  nChanged 4
		SP:Iteration 60F (114150.920000 sec): 3 clusters
  Score: Raw -1288911.300205 + Penalty 3050.223012 = -1285861.077193
  nChanged 7
		SP:Iteration 61Q (114151.160000 sec): 3 clusters
  Score: Raw -1288913.523614 + Penalty 3050.223012 = -1285863.300602
  nChanged 5
		SP:Iteration 62Q (114151.380000 sec): 3 clusters
  Score: Raw -1288915.743997 + Penalty 3050.223012 = -1285865.520986
  nChanged 6
		SP:Iteration 63Q (114151.570000 sec): 3 clusters
  Score: Raw -1288920.313995 + Penalty 3050.223012 = -1285870.090983
  nChanged 8
		SP:Iteration 64Q (114151.840000 sec): 3 clusters
  Score: Raw -1288924.180937 + Penalty 3050.223012 = -1285873.957925
  nChanged 7
		SP:Iteration 65Q (114152.020000 sec): 3 clusters
  Score: Raw -1288926.752023 + Penalty 3050.223012 = -1285876.529011
  nChanged 5
		SP:Iteration 66Q (114152.240000 sec): 3 clusters
  Score: Raw -1288929.837777 + Penalty 3050.223012 = -1285879.614766
  nChanged 5
		SP:Iteration 67Q (114152.460000 sec): 3 clusters
  Score: Raw -1288932.062265 + Penalty 3050.223012 = -1285881.839253
  nChanged 3
		SP:Iteration 68Q (114152.690000 sec): 3 clusters
  Score: Raw -1288933.115021 + Penalty 3050.223012 = -1285882.892009
  nChanged 4
		SP:Iteration 69Q (114152.920000 sec): 3 clusters
  Score: Raw -1288934.566276 + Penalty 3050.223012 = -1285884.343264
  nChanged 4
		SP:Iteration 70Q (114153.150000 sec): 3 clusters
  Score: Raw -1288936.281719 + Penalty 3050.223012 = -1285886.058708
  nChanged 3
		SP:Iteration 71Q (114153.360000 sec): 3 clusters
  Score: Raw -1288937.825892 + Penalty 3050.223012 = -1285887.602880
  nChanged 4
		SP:Iteration 72Q (114153.520000 sec): 3 clusters
  Score: Raw -1288940.370987 + Penalty 3050.223012 = -1285890.147975
  nChanged 4
		SP:Iteration 73Q (114153.740000 sec): 3 clusters
  Score: Raw -1288942.092359 + Penalty 3050.223012 = -1285891.869347
  nChanged 5
		SP:Iteration 74Q (114153.950000 sec): 3 clusters
  Score: Raw -1288944.242311 + Penalty 3050.223012 = -1285894.019299
  nChanged 1
		SP:Iteration 75Q (114154.130000 sec): 3 clusters
  Score: Raw -1288944.593911 + Penalty 3050.223012 = -1285894.370899
  nChanged 0
		SP:Iteration 76F (114154.390000 sec): 3 clusters
  Score: Raw -1288944.593911 + Penalty 3050.223012 = -1285894.370899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114154.480000 sec): 2 clusters
  Score: Raw -759940.487284 + Penalty 1436.476638 = -758504.010646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114154.720000 sec): 3 clusters
  Score: Raw -756175.496090 + Penalty 2872.953276 = -753302.542814
  nChanged 2884
		SP:Iteration 1F (114154.910000 sec): 3 clusters
  Score: Raw -757736.225702 + Penalty 2872.953276 = -754863.272426
  nChanged 482
		SP:Iteration 2F (114155.050000 sec): 3 clusters
  Score: Raw -758006.353434 + Penalty 2872.953276 = -755133.400158
  nChanged 407
		SP:Iteration 3F (114155.270000 sec): 3 clusters
  Score: Raw -758293.123542 + Penalty 2872.953276 = -755420.170267
  nChanged 454
		SP:Iteration 4F (114155.470000 sec): 3 clusters
  Score: Raw -758682.550547 + Penalty 2872.953276 = -755809.597271
  nChanged 508
		SP:Iteration 5F (114155.670000 sec): 3 clusters
  Score: Raw -759116.292976 + Penalty 2872.953276 = -756243.339700
  nChanged 456
		SP:Iteration 6F (114155.850000 sec): 3 clusters
  Score: Raw -759463.850282 + Penalty 2872.953276 = -756590.897006
  nChanged 364
		SP:Iteration 7F (114156.050000 sec): 3 clusters
  Score: Raw -759663.593696 + Penalty 2872.953276 = -756790.640420
  nChanged 256
		SP:Iteration 8Q (114156.250000 sec): 3 clusters
  Score: Raw -759783.944399 + Penalty 2872.953276 = -756910.991123
  nChanged 180
		SP:Iteration 9Q (114156.430000 sec): 3 clusters
  Score: Raw -759850.472043 + Penalty 2872.953276 = -756977.518767
  nChanged 123
		SP:Iteration 10Q (114156.670000 sec): 3 clusters
  Score: Raw -759887.577450 + Penalty 2872.953276 = -757014.624174
  nChanged 94
		SP:Iteration 11Q (114156.870000 sec): 3 clusters
  Score: Raw -759912.610280 + Penalty 2872.953276 = -757039.657004
  nChanged 63
		SP:Iteration 12Q (114157.080000 sec): 3 clusters
  Score: Raw -759928.092648 + Penalty 2872.953276 = -757055.139372
  nChanged 42
		SP:Iteration 13Q (114157.260000 sec): 3 clusters
  Score: Raw -759936.620518 + Penalty 2872.953276 = -757063.667242
  nChanged 21
		SP:Iteration 14Q (114157.490000 sec): 3 clusters
  Score: Raw -759939.938251 + Penalty 2872.953276 = -757066.984975
  nChanged 16
		SP:Iteration 15Q (114157.630000 sec): 3 clusters
  Score: Raw -759942.928038 + Penalty 2872.953276 = -757069.974762
  nChanged 14
		SP:Iteration 16Q (114157.850000 sec): 3 clusters
  Score: Raw -759944.989661 + Penalty 2872.953276 = -757072.036385
  nChanged 10
		SP:Iteration 17Q (114158.040000 sec): 3 clusters
  Score: Raw -759946.850293 + Penalty 2872.953276 = -757073.897017
  nChanged 13
		SP:Iteration 18Q (114158.250000 sec): 3 clusters
  Score: Raw -759948.692435 + Penalty 2872.953276 = -757075.739159
  nChanged 8
		SP:Iteration 19Q (114158.440000 sec): 3 clusters
  Score: Raw -759949.692978 + Penalty 2872.953276 = -757076.739702
  nChanged 1
		SP:Iteration 20F (114158.620000 sec): 3 clusters
  Score: Raw -759949.846079 + Penalty 2872.953276 = -757076.892803
  nChanged 1
		SP:Iteration 21Q (114158.830000 sec): 3 clusters
  Score: Raw -759950.083699 + Penalty 2872.953276 = -757077.130423
  nChanged 2
		SP:Iteration 22Q (114159.010000 sec): 3 clusters
  Score: Raw -759950.387573 + Penalty 2872.953276 = -757077.434298
  nChanged 2
		SP:Iteration 23Q (114159.180000 sec): 3 clusters
  Score: Raw -759951.170175 + Penalty 2872.953276 = -757078.216899
  nChanged 3
		SP:Iteration 24Q (114159.370000 sec): 3 clusters
  Score: Raw -759951.784003 + Penalty 2872.953276 = -757078.830727
  nChanged 3
		SP:Iteration 25Q (114159.570000 sec): 3 clusters
  Score: Raw -759952.352486 + Penalty 2872.953276 = -757079.399211
  nChanged 4
		SP:Iteration 26Q (114159.740000 sec): 3 clusters
  Score: Raw -759952.725747 + Penalty 2872.953276 = -757079.772471
  nChanged 1
		SP:Iteration 27Q (114159.880000 sec): 3 clusters
  Score: Raw -759952.891351 + Penalty 2872.953276 = -757079.938075
  nChanged 1
		SP:Iteration 28Q (114160.060000 sec): 3 clusters
  Score: Raw -759952.944200 + Penalty 2872.953276 = -757079.990925
  nChanged 0
		SP:Iteration 29F (114160.280000 sec): 3 clusters
  Score: Raw -759952.944200 + Penalty 2872.953276 = -757079.990925
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114160.340000 sec): 2 clusters
  Score: Raw -83292.409338 + Penalty 1094.564252 = -82197.845085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114160.490000 sec): 3 clusters
  Score: Raw -83208.685800 + Penalty 2189.128505 = -81019.557295
  nChanged 262
		SP:Iteration 1F (114160.670000 sec): 3 clusters
  Score: Raw -83599.779835 + Penalty 2189.128505 = -81410.651331
  nChanged 84
		SP:Iteration 2F (114160.860000 sec): 3 clusters
  Score: Raw -83761.211454 + Penalty 2189.128505 = -81572.082949
  nChanged 64
		SP:Iteration 3F (114161.050000 sec): 3 clusters
  Score: Raw -83926.917786 + Penalty 2189.128505 = -81737.789282
  nChanged 63
		SP:Iteration 4F (114161.180000 sec): 3 clusters
  Score: Raw -84150.265387 + Penalty 2189.128505 = -81961.136883
  nChanged 42
		SP:Iteration 5Q (114161.360000 sec): 3 clusters
  Score: Raw -84309.609987 + Penalty 2189.128505 = -82120.481482
  nChanged 20
		SP:Iteration 6Q (114161.540000 sec): 3 clusters
  Score: Raw -84357.305514 + Penalty 2189.128505 = -82168.177009
  nChanged 13
		SP:Iteration 7Q (114161.720000 sec): 3 clusters
  Score: Raw -84396.793008 + Penalty 2189.128505 = -82207.664503
  nChanged 10
		SP:Iteration 8Q (114161.870000 sec): 3 clusters
  Score: Raw -84417.703405 + Penalty 2189.128505 = -82228.574900
  nChanged 8
		SP:Iteration 9Q (114162.040000 sec): 3 clusters
  Score: Raw -84434.019236 + Penalty 2189.128505 = -82244.890732
  nChanged 7
		SP:Iteration 10Q (114162.210000 sec): 3 clusters
  Score: Raw -84446.495460 + Penalty 2189.128505 = -82257.366955
  nChanged 4
		SP:Iteration 11Q (114162.400000 sec): 3 clusters
  Score: Raw -84451.305298 + Penalty 2189.128505 = -82262.176793
  nChanged 1
		SP:Iteration 12Q (114162.560000 sec): 3 clusters
  Score: Raw -84451.956294 + Penalty 2189.128505 = -82262.827789
  nChanged 1
		SP:Iteration 13Q (114162.720000 sec): 3 clusters
  Score: Raw -84453.631632 + Penalty 2189.128505 = -82264.503127
  nChanged 0
		SP:Iteration 14F (114162.840000 sec): 3 clusters
  Score: Raw -84453.631632 + Penalty 2189.128505 = -82264.503127
  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 9.05 GB.

 Trying to split cluster 15 (11828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114163.010000 sec): 2 clusters
  Score: Raw -1295210.070464 + Penalty 1523.961543 = -1293686.108920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114163.250000 sec): 3 clusters
  Score: Raw -1288433.341360 + Penalty 3047.923086 = -1285385.418274
  nChanged 5212
		SP:Iteration 1F (114163.440000 sec): 3 clusters
  Score: Raw -1291460.755925 + Penalty 3047.923086 = -1288412.832839
  nChanged 771
		SP:Iteration 2F (114163.700000 sec): 3 clusters
  Score: Raw -1291895.315015 + Penalty 3047.923086 = -1288847.391929
  nChanged 715
		SP:Iteration 3F (114163.890000 sec): 3 clusters
  Score: Raw -1292324.890359 + Penalty 3047.923086 = -1289276.967273
  nChanged 718
		SP:Iteration 4F (114164.100000 sec): 3 clusters
  Score: Raw -1292776.579388 + Penalty 3047.923086 = -1289728.656302
  nChanged 753
		SP:Iteration 5F (114164.320000 sec): 3 clusters
  Score: Raw -1293255.128910 + Penalty 3047.923086 = -1290207.205823
  nChanged 698
		SP:Iteration 6F (114164.550000 sec): 3 clusters
  Score: Raw -1293700.751711 + Penalty 3047.923086 = -1290652.828625
  nChanged 681
		SP:Iteration 7F (114164.780000 sec): 3 clusters
  Score: Raw -1294115.948474 + Penalty 3047.923086 = -1291068.025387
  nChanged 604
		SP:Iteration 8F (114164.950000 sec): 3 clusters
  Score: Raw -1294486.507490 + Penalty 3047.923086 = -1291438.584404
  nChanged 501
		SP:Iteration 9Q (114165.180000 sec): 3 clusters
  Score: Raw -1294767.242074 + Penalty 3047.923086 = -1291719.318988
  nChanged 387
		SP:Iteration 10Q (114165.410000 sec): 3 clusters
  Score: Raw -1294968.817003 + Penalty 3047.923086 = -1291920.893917
  nChanged 321
		SP:Iteration 11Q (114165.670000 sec): 3 clusters
  Score: Raw -1295121.956222 + Penalty 3047.923086 = -1292074.033136
  nChanged 259
		SP:Iteration 12Q (114165.860000 sec): 3 clusters
  Score: Raw -1295254.544143 + Penalty 3047.923086 = -1292206.621057
  nChanged 234
		SP:Iteration 13Q (114166.070000 sec): 3 clusters
  Score: Raw -1295374.115470 + Penalty 3047.923086 = -1292326.192383
  nChanged 223
		SP:Iteration 14Q (114166.310000 sec): 3 clusters
  Score: Raw -1295507.148748 + Penalty 3047.923086 = -1292459.225662
  nChanged 193
		SP:Iteration 15Q (114166.520000 sec): 3 clusters
  Score: Raw -1295622.728835 + Penalty 3047.923086 = -1292574.805749
  nChanged 145
		SP:Iteration 16Q (114166.680000 sec): 3 clusters
  Score: Raw -1295692.406594 + Penalty 3047.923086 = -1292644.483508
  nChanged 125
		SP:Iteration 17Q (114166.930000 sec): 3 clusters
  Score: Raw -1295754.386103 + Penalty 3047.923086 = -1292706.463017
  nChanged 104
		SP:Iteration 18Q (114167.140000 sec): 3 clusters
  Score: Raw -1295804.133914 + Penalty 3047.923086 = -1292756.210828
  nChanged 90
		SP:Iteration 19Q (114167.350000 sec): 3 clusters
  Score: Raw -1295842.311668 + Penalty 3047.923086 = -1292794.388582
  nChanged 81
		SP:Iteration 20F (114167.560000 sec): 3 clusters
  Score: Raw -1295877.556583 + Penalty 3047.923086 = -1292829.633496
  nChanged 75
		SP:Iteration 21Q (114167.800000 sec): 3 clusters
  Score: Raw -1295909.397259 + Penalty 3047.923086 = -1292861.474172
  nChanged 54
		SP:Iteration 22Q (114167.990000 sec): 3 clusters
  Score: Raw -1295932.023805 + Penalty 3047.923086 = -1292884.100719
  nChanged 54
		SP:Iteration 23Q (114168.180000 sec): 3 clusters
  Score: Raw -1295957.879732 + Penalty 3047.923086 = -1292909.956646
  nChanged 44
		SP:Iteration 24Q (114168.370000 sec): 3 clusters
  Score: Raw -1295976.286518 + Penalty 3047.923086 = -1292928.363431
  nChanged 38
		SP:Iteration 25Q (114168.620000 sec): 3 clusters
  Score: Raw -1295991.605734 + Penalty 3047.923086 = -1292943.682648
  nChanged 34
		SP:Iteration 26Q (114168.830000 sec): 3 clusters
  Score: Raw -1296011.846195 + Penalty 3047.923086 = -1292963.923109
  nChanged 41
		SP:Iteration 27Q (114169.070000 sec): 3 clusters
  Score: Raw -1296040.530873 + Penalty 3047.923086 = -1292992.607786
  nChanged 43
		SP:Iteration 28Q (114169.240000 sec): 3 clusters
  Score: Raw -1296062.373305 + Penalty 3047.923086 = -1293014.450219
  nChanged 36
		SP:Iteration 29Q (114169.430000 sec): 3 clusters
  Score: Raw -1296083.531211 + Penalty 3047.923086 = -1293035.608125
  nChanged 31
		SP:Iteration 30Q (114169.630000 sec): 3 clusters
  Score: Raw -1296099.265205 + Penalty 3047.923086 = -1293051.342119
  nChanged 28
		SP:Iteration 31Q (114169.880000 sec): 3 clusters
  Score: Raw -1296110.139519 + Penalty 3047.923086 = -1293062.216433
  nChanged 20
		SP:Iteration 32Q (114170.060000 sec): 3 clusters
  Score: Raw -1296116.437670 + Penalty 3047.923086 = -1293068.514584
  nChanged 9
		SP:Iteration 33Q (114170.270000 sec): 3 clusters
  Score: Raw -1296119.359446 + Penalty 3047.923086 = -1293071.436360
  nChanged 8
		SP:Iteration 34Q (114170.480000 sec): 3 clusters
  Score: Raw -1296122.966166 + Penalty 3047.923086 = -1293075.043080
  nChanged 8
		SP:Iteration 35Q (114170.710000 sec): 3 clusters
  Score: Raw -1296125.422994 + Penalty 3047.923086 = -1293077.499907
  nChanged 6
		SP:Iteration 36Q (114170.930000 sec): 3 clusters
  Score: Raw -1296128.861157 + Penalty 3047.923086 = -1293080.938071
  nChanged 9
		SP:Iteration 37Q (114171.130000 sec): 3 clusters
  Score: Raw -1296133.470668 + Penalty 3047.923086 = -1293085.547582
  nChanged 10
		SP:Iteration 38Q (114171.330000 sec): 3 clusters
  Score: Raw -1296137.414873 + Penalty 3047.923086 = -1293089.491787
  nChanged 7
		SP:Iteration 39Q (114171.550000 sec): 3 clusters
  Score: Raw -1296140.439942 + Penalty 3047.923086 = -1293092.516856
  nChanged 5
		SP:Iteration 40F (114171.770000 sec): 3 clusters
  Score: Raw -1296142.231103 + Penalty 3047.923086 = -1293094.308016
  nChanged 4
		SP:Iteration 41Q (114171.970000 sec): 3 clusters
  Score: Raw -1296142.878245 + Penalty 3047.923086 = -1293094.955159
  nChanged 1
		SP:Iteration 42Q (114172.180000 sec): 3 clusters
  Score: Raw -1296143.473076 + Penalty 3047.923086 = -1293095.549990
  nChanged 3
		SP:Iteration 43Q (114172.390000 sec): 3 clusters
  Score: Raw -1296144.968964 + Penalty 3047.923086 = -1293097.045878
  nChanged 3
		SP:Iteration 44Q (114172.510000 sec): 3 clusters
  Score: Raw -1296145.689229 + Penalty 3047.923086 = -1293097.766143
  nChanged 1
		SP:Iteration 45Q (114172.710000 sec): 3 clusters
  Score: Raw -1296145.906162 + Penalty 3047.923086 = -1293097.983076
  nChanged 1
		SP:Iteration 46Q (114172.890000 sec): 3 clusters
  Score: Raw -1296146.227157 + Penalty 3047.923086 = -1293098.304071
  nChanged 1
		SP:Iteration 47Q (114173.060000 sec): 3 clusters
  Score: Raw -1296146.667417 + Penalty 3047.923086 = -1293098.744331
  nChanged 0
		SP:Iteration 48F (114173.230000 sec): 3 clusters
  Score: Raw -1296146.667417 + Penalty 3047.923086 = -1293098.744331
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114173.330000 sec): 2 clusters
  Score: Raw -437541.663863 + Penalty 1349.600985 = -436192.062878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114173.450000 sec): 3 clusters
  Score: Raw -435494.116333 + Penalty 2699.201970 = -432794.914363
  nChanged 1605
		SP:Iteration 1F (114173.580000 sec): 3 clusters
  Score: Raw -436424.274736 + Penalty 2699.201970 = -433725.072767
  nChanged 333
		SP:Iteration 2F (114173.750000 sec): 3 clusters
  Score: Raw -436654.466645 + Penalty 2699.201970 = -433955.264676
  nChanged 221
		SP:Iteration 3F (114173.900000 sec): 3 clusters
  Score: Raw -436775.355799 + Penalty 2699.201970 = -434076.153829
  nChanged 175
		SP:Iteration 4Q (114174.080000 sec): 3 clusters
  Score: Raw -436881.749286 + Penalty 2699.201970 = -434182.547316
  nChanged 145
		SP:Iteration 5Q (114174.270000 sec): 3 clusters
  Score: Raw -436969.439681 + Penalty 2699.201970 = -434270.237712
  nChanged 145
		SP:Iteration 6Q (114174.410000 sec): 3 clusters
  Score: Raw -437045.123560 + Penalty 2699.201970 = -434345.921590
  nChanged 133
		SP:Iteration 7Q (114174.600000 sec): 3 clusters
  Score: Raw -437129.289376 + Penalty 2699.201970 = -434430.087407
  nChanged 146
		SP:Iteration 8Q (114174.780000 sec): 3 clusters
  Score: Raw -437221.779125 + Penalty 2699.201970 = -434522.577155
  nChanged 137
		SP:Iteration 9Q (114174.980000 sec): 3 clusters
  Score: Raw -437307.724641 + Penalty 2699.201970 = -434608.522671
  nChanged 135
		SP:Iteration 10Q (114175.150000 sec): 3 clusters
  Score: Raw -437406.683540 + Penalty 2699.201970 = -434707.481571
  nChanged 127
		SP:Iteration 11Q (114175.380000 sec): 3 clusters
  Score: Raw -437497.255848 + Penalty 2699.201970 = -434798.053879
  nChanged 105
		SP:Iteration 12Q (114175.570000 sec): 3 clusters
  Score: Raw -437573.720551 + Penalty 2699.201970 = -434874.518582
  nChanged 83
		SP:Iteration 13Q (114175.700000 sec): 3 clusters
  Score: Raw -437641.719838 + Penalty 2699.201970 = -434942.517869
  nChanged 77
		SP:Iteration 14Q (114175.900000 sec): 3 clusters
  Score: Raw -437692.781220 + Penalty 2699.201970 = -434993.579250
  nChanged 46
		SP:Iteration 15Q (114176.050000 sec): 3 clusters
  Score: Raw -437720.658723 + Penalty 2699.201970 = -435021.456753
  nChanged 39
		SP:Iteration 16Q (114176.230000 sec): 3 clusters
  Score: Raw -437746.999684 + Penalty 2699.201970 = -435047.797714
  nChanged 27
		SP:Iteration 17Q (114176.410000 sec): 3 clusters
  Score: Raw -437766.224700 + Penalty 2699.201970 = -435067.022731
  nChanged 28
		SP:Iteration 18Q (114176.550000 sec): 3 clusters
  Score: Raw -437785.137517 + Penalty 2699.201970 = -435085.935548
  nChanged 27
		SP:Iteration 19Q (114176.710000 sec): 3 clusters
  Score: Raw -437805.262637 + Penalty 2699.201970 = -435106.060668
  nChanged 18
		SP:Iteration 20F (114176.890000 sec): 3 clusters
  Score: Raw -437818.247510 + Penalty 2699.201970 = -435119.045541
  nChanged 12
		SP:Iteration 21Q (114177.090000 sec): 3 clusters
  Score: Raw -437827.080517 + Penalty 2699.201970 = -435127.878547
  nChanged 14
		SP:Iteration 22Q (114177.290000 sec): 3 clusters
  Score: Raw -437839.414031 + Penalty 2699.201970 = -435140.212062
  nChanged 11
		SP:Iteration 23Q (114177.490000 sec): 3 clusters
  Score: Raw -437849.396524 + Penalty 2699.201970 = -435150.194554
  nChanged 5
		SP:Iteration 24Q (114177.660000 sec): 3 clusters
  Score: Raw -437852.563561 + Penalty 2699.201970 = -435153.361591
  nChanged 2
		SP:Iteration 25Q (114177.810000 sec): 3 clusters
  Score: Raw -437853.340205 + Penalty 2699.201970 = -435154.138236
  nChanged 3
		SP:Iteration 26Q (114177.990000 sec): 3 clusters
  Score: Raw -437855.087062 + Penalty 2699.201970 = -435155.885092
  nChanged 4
		SP:Iteration 27Q (114178.160000 sec): 3 clusters
  Score: Raw -437858.256679 + Penalty 2699.201970 = -435159.054709
  nChanged 4
		SP:Iteration 28Q (114178.330000 sec): 3 clusters
  Score: Raw -437860.043130 + Penalty 2699.201970 = -435160.841161
  nChanged 1
		SP:Iteration 29Q (114178.530000 sec): 3 clusters
  Score: Raw -437860.688123 + Penalty 2699.201970 = -435161.486153
  nChanged 1
		SP:Iteration 30Q (114178.710000 sec): 3 clusters
  Score: Raw -437861.299377 + Penalty 2699.201970 = -435162.097407
  nChanged 2
		SP:Iteration 31Q (114178.900000 sec): 3 clusters
  Score: Raw -437862.232058 + Penalty 2699.201970 = -435163.030089
  nChanged 2
		SP:Iteration 32Q (114179.060000 sec): 3 clusters
  Score: Raw -437863.201407 + Penalty 2699.201970 = -435163.999438
  nChanged 0
		SP:Iteration 33F (114179.250000 sec): 3 clusters
  Score: Raw -437863.201407 + Penalty 2699.201970 = -435163.999438
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (13414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114179.370000 sec): 2 clusters
  Score: Raw -1363816.245495 + Penalty 1544.408810 = -1362271.836684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114179.630000 sec): 3 clusters
  Score: Raw -1355921.522993 + Penalty 3088.817620 = -1352832.705372
  nChanged 5958
		SP:Iteration 1F (114179.850000 sec): 3 clusters
  Score: Raw -1359173.491643 + Penalty 3088.817620 = -1356084.674023
  nChanged 721
		SP:Iteration 2F (114180.110000 sec): 3 clusters
  Score: Raw -1359473.057176 + Penalty 3088.817620 = -1356384.239556
  nChanged 634
		SP:Iteration 3Q (114180.310000 sec): 3 clusters
  Score: Raw -1359763.145882 + Penalty 3088.817620 = -1356674.328262
  nChanged 637
		SP:Iteration 4Q (114180.550000 sec): 3 clusters
  Score: Raw -1360064.839012 + Penalty 3088.817620 = -1356976.021391
  nChanged 615
		SP:Iteration 5Q (114180.780000 sec): 3 clusters
  Score: Raw -1360344.326620 + Penalty 3088.817620 = -1357255.509000
  nChanged 607
		SP:Iteration 6Q (114181.020000 sec): 3 clusters
  Score: Raw -1360635.607946 + Penalty 3088.817620 = -1357546.790326
  nChanged 595
		SP:Iteration 7Q (114181.270000 sec): 3 clusters
  Score: Raw -1360917.914768 + Penalty 3088.817620 = -1357829.097147
  nChanged 549
		SP:Iteration 8Q (114181.490000 sec): 3 clusters
  Score: Raw -1361195.065480 + Penalty 3088.817620 = -1358106.247860
  nChanged 519
		SP:Iteration 9Q (114181.710000 sec): 3 clusters
  Score: Raw -1361458.581127 + Penalty 3088.817620 = -1358369.763507
  nChanged 510
		SP:Iteration 10Q (114181.930000 sec): 3 clusters
  Score: Raw -1361734.414542 + Penalty 3088.817620 = -1358645.596921
  nChanged 513
		SP:Iteration 11Q (114182.180000 sec): 3 clusters
  Score: Raw -1362021.168360 + Penalty 3088.817620 = -1358932.350740
  nChanged 506
		SP:Iteration 12Q (114182.480000 sec): 3 clusters
  Score: Raw -1362310.063375 + Penalty 3088.817620 = -1359221.245755
  nChanged 475
		SP:Iteration 13Q (114182.700000 sec): 3 clusters
  Score: Raw -1362552.463370 + Penalty 3088.817620 = -1359463.645750
  nChanged 375
		SP:Iteration 14Q (114182.930000 sec): 3 clusters
  Score: Raw -1362712.603173 + Penalty 3088.817620 = -1359623.785553
  nChanged 313
		SP:Iteration 15Q (114183.160000 sec): 3 clusters
  Score: Raw -1362820.601886 + Penalty 3088.817620 = -1359731.784265
  nChanged 287
		SP:Iteration 16Q (114183.420000 sec): 3 clusters
  Score: Raw -1362910.492429 + Penalty 3088.817620 = -1359821.674808
  nChanged 214
		SP:Iteration 17Q (114183.660000 sec): 3 clusters
  Score: Raw -1362963.786412 + Penalty 3088.817620 = -1359874.968792
  nChanged 160
		SP:Iteration 18Q (114183.910000 sec): 3 clusters
  Score: Raw -1362996.469361 + Penalty 3088.817620 = -1359907.651740
  nChanged 123
		SP:Iteration 19Q (114184.190000 sec): 3 clusters
  Score: Raw -1363020.029851 + Penalty 3088.817620 = -1359931.212230
  nChanged 105
		SP:Iteration 20F (114184.410000 sec): 3 clusters
  Score: Raw -1363044.639394 + Penalty 3088.817620 = -1359955.821773
  nChanged 113
		SP:Iteration 21Q (114184.680000 sec): 3 clusters
  Score: Raw -1363069.553106 + Penalty 3088.817620 = -1359980.735486
  nChanged 98
		SP:Iteration 22Q (114184.920000 sec): 3 clusters
  Score: Raw -1363089.518079 + Penalty 3088.817620 = -1360000.700459
  nChanged 95
		SP:Iteration 23Q (114185.140000 sec): 3 clusters
  Score: Raw -1363108.410880 + Penalty 3088.817620 = -1360019.593260
  nChanged 88
		SP:Iteration 24Q (114185.420000 sec): 3 clusters
  Score: Raw -1363125.005263 + Penalty 3088.817620 = -1360036.187643
  nChanged 73
		SP:Iteration 25Q (114185.620000 sec): 3 clusters
  Score: Raw -1363138.439226 + Penalty 3088.817620 = -1360049.621605
  nChanged 71
		SP:Iteration 26Q (114185.920000 sec): 3 clusters
  Score: Raw -1363149.830795 + Penalty 3088.817620 = -1360061.013175
  nChanged 58
		SP:Iteration 27Q (114186.160000 sec): 3 clusters
  Score: Raw -1363160.397123 + Penalty 3088.817620 = -1360071.579503
  nChanged 59
		SP:Iteration 28Q (114186.420000 sec): 3 clusters
  Score: Raw -1363173.311084 + Penalty 3088.817620 = -1360084.493463
  nChanged 76
		SP:Iteration 29Q (114186.580000 sec): 3 clusters
  Score: Raw -1363190.437498 + Penalty 3088.817620 = -1360101.619878
  nChanged 74
		SP:Iteration 30Q (114186.840000 sec): 3 clusters
  Score: Raw -1363205.905590 + Penalty 3088.817620 = -1360117.087969
  nChanged 74
		SP:Iteration 31Q (114187.080000 sec): 3 clusters
  Score: Raw -1363221.322021 + Penalty 3088.817620 = -1360132.504401
  nChanged 87
		SP:Iteration 32Q (114187.310000 sec): 3 clusters
  Score: Raw -1363238.702580 + Penalty 3088.817620 = -1360149.884959
  nChanged 86
		SP:Iteration 33Q (114187.590000 sec): 3 clusters
  Score: Raw -1363259.632347 + Penalty 3088.817620 = -1360170.814726
  nChanged 90
		SP:Iteration 34Q (114187.860000 sec): 3 clusters
  Score: Raw -1363280.836255 + Penalty 3088.817620 = -1360192.018634
  nChanged 94
		SP:Iteration 35Q (114188.090000 sec): 3 clusters
  Score: Raw -1363303.304446 + Penalty 3088.817620 = -1360214.486826
  nChanged 106
		SP:Iteration 36Q (114188.280000 sec): 3 clusters
  Score: Raw -1363331.267785 + Penalty 3088.817620 = -1360242.450164
  nChanged 105
		SP:Iteration 37Q (114188.480000 sec): 3 clusters
  Score: Raw -1363359.170776 + Penalty 3088.817620 = -1360270.353155
  nChanged 106
		SP:Iteration 38Q (114188.740000 sec): 3 clusters
  Score: Raw -1363387.058038 + Penalty 3088.817620 = -1360298.240417
  nChanged 119
		SP:Iteration 39Q (114188.900000 sec): 3 clusters
  Score: Raw -1363419.949194 + Penalty 3088.817620 = -1360331.131574
  nChanged 115
		SP:Iteration 40F (114189.110000 sec): 3 clusters
  Score: Raw -1363451.402754 + Penalty 3088.817620 = -1360362.585133
  nChanged 105
		SP:Iteration 41Q (114189.340000 sec): 3 clusters
  Score: Raw -1363483.292031 + Penalty 3088.817620 = -1360394.474411
  nChanged 113
		SP:Iteration 42Q (114189.540000 sec): 3 clusters
  Score: Raw -1363516.573097 + Penalty 3088.817620 = -1360427.755476
  nChanged 113
		SP:Iteration 43Q (114189.730000 sec): 3 clusters
  Score: Raw -1363548.446280 + Penalty 3088.817620 = -1360459.628660
  nChanged 109
		SP:Iteration 44Q (114189.920000 sec): 3 clusters
  Score: Raw -1363577.575448 + Penalty 3088.817620 = -1360488.757828
  nChanged 115
		SP:Iteration 45Q (114190.090000 sec): 3 clusters
  Score: Raw -1363615.077017 + Penalty 3088.817620 = -1360526.259396
  nChanged 131
		SP:Iteration 46Q (114190.340000 sec): 3 clusters
  Score: Raw -1363662.902090 + Penalty 3088.817620 = -1360574.084470
  nChanged 122
		SP:Iteration 47Q (114190.500000 sec): 3 clusters
  Score: Raw -1363705.010087 + Penalty 3088.817620 = -1360616.192466
  nChanged 126
		SP:Iteration 48Q (114190.710000 sec): 3 clusters
  Score: Raw -1363749.549669 + Penalty 3088.817620 = -1360660.732049
  nChanged 109
		SP:Iteration 49Q (114190.960000 sec): 3 clusters
  Score: Raw -1363787.745170 + Penalty 3088.817620 = -1360698.927549
  nChanged 95
		SP:Iteration 50Q (114191.180000 sec): 3 clusters
  Score: Raw -1363819.248249 + Penalty 3088.817620 = -1360730.430628
  nChanged 86
		SP:Iteration 51Q (114191.380000 sec): 3 clusters
  Score: Raw -1363849.023703 + Penalty 3088.817620 = -1360760.206082
  nChanged 87
		SP:Iteration 52Q (114191.600000 sec): 3 clusters
  Score: Raw -1363877.295454 + Penalty 3088.817620 = -1360788.477834
  nChanged 79
		SP:Iteration 53Q (114191.850000 sec): 3 clusters
  Score: Raw -1363903.932221 + Penalty 3088.817620 = -1360815.114600
  nChanged 76
		SP:Iteration 54Q (114192.030000 sec): 3 clusters
  Score: Raw -1363933.021377 + Penalty 3088.817620 = -1360844.203756
  nChanged 85
		SP:Iteration 55Q (114192.260000 sec): 3 clusters
  Score: Raw -1363968.440158 + Penalty 3088.817620 = -1360879.622537
  nChanged 91
		SP:Iteration 56Q (114192.500000 sec): 3 clusters
  Score: Raw -1364003.000757 + Penalty 3088.817620 = -1360914.183137
  nChanged 92
		SP:Iteration 57Q (114192.710000 sec): 3 clusters
  Score: Raw -1364042.298760 + Penalty 3088.817620 = -1360953.481140
  nChanged 72
		SP:Iteration 58Q (114192.920000 sec): 3 clusters
  Score: Raw -1364074.980197 + Penalty 3088.817620 = -1360986.162577
  nChanged 74
		SP:Iteration 59Q (114193.160000 sec): 3 clusters
  Score: Raw -1364106.171964 + Penalty 3088.817620 = -1361017.354343
  nChanged 50
		SP:Iteration 60F (114193.400000 sec): 3 clusters
  Score: Raw -1364127.073546 + Penalty 3088.817620 = -1361038.255926
  nChanged 50
		SP:Iteration 61Q (114193.590000 sec): 3 clusters
  Score: Raw -1364146.027806 + Penalty 3088.817620 = -1361057.210186
  nChanged 47
		SP:Iteration 62Q (114193.820000 sec): 3 clusters
  Score: Raw -1364167.084794 + Penalty 3088.817620 = -1361078.267174
  nChanged 37
		SP:Iteration 63Q (114194.040000 sec): 3 clusters
  Score: Raw -1364182.312479 + Penalty 3088.817620 = -1361093.494858
  nChanged 33
		SP:Iteration 64Q (114194.240000 sec): 3 clusters
  Score: Raw -1364194.150357 + Penalty 3088.817620 = -1361105.332737
  nChanged 33
		SP:Iteration 65Q (114194.480000 sec): 3 clusters
  Score: Raw -1364206.836785 + Penalty 3088.817620 = -1361118.019164
  nChanged 23
		SP:Iteration 66Q (114194.700000 sec): 3 clusters
  Score: Raw -1364218.775397 + Penalty 3088.817620 = -1361129.957776
  nChanged 22
		SP:Iteration 67Q (114194.960000 sec): 3 clusters
  Score: Raw -1364227.071920 + Penalty 3088.817620 = -1361138.254299
  nChanged 18
		SP:Iteration 68Q (114195.180000 sec): 3 clusters
  Score: Raw -1364234.890076 + Penalty 3088.817620 = -1361146.072455
  nChanged 18
		SP:Iteration 69Q (114195.440000 sec): 3 clusters
  Score: Raw -1364242.237375 + Penalty 3088.817620 = -1361153.419755
  nChanged 13
		SP:Iteration 70Q (114195.610000 sec): 3 clusters
  Score: Raw -1364245.959442 + Penalty 3088.817620 = -1361157.141821
  nChanged 7
		SP:Iteration 71Q (114195.850000 sec): 3 clusters
  Score: Raw -1364248.221416 + Penalty 3088.817620 = -1361159.403796
  nChanged 4
		SP:Iteration 72Q (114196.030000 sec): 3 clusters
  Score: Raw -1364250.077127 + Penalty 3088.817620 = -1361161.259506
  nChanged 8
		SP:Iteration 73Q (114196.270000 sec): 3 clusters
  Score: Raw -1364252.147656 + Penalty 3088.817620 = -1361163.330036
  nChanged 5
		SP:Iteration 74Q (114196.500000 sec): 3 clusters
  Score: Raw -1364253.286750 + Penalty 3088.817620 = -1361164.469129
  nChanged 1
		SP:Iteration 75Q (114196.740000 sec): 3 clusters
  Score: Raw -1364253.690183 + Penalty 3088.817620 = -1361164.872563
  nChanged 1
		SP:Iteration 76Q (114196.960000 sec): 3 clusters
  Score: Raw -1364253.754837 + Penalty 3088.817620 = -1361164.937216
  nChanged 0
		SP:Iteration 77F (114197.170000 sec): 3 clusters
  Score: Raw -1364253.754837 + Penalty 3088.817620 = -1361164.937216
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114197.330000 sec): 2 clusters
  Score: Raw -1215241.394339 + Penalty 1509.817198 = -1213731.577141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114197.560000 sec): 3 clusters
  Score: Raw -1209010.724683 + Penalty 3019.634397 = -1205991.090286
  nChanged 4821
		SP:Iteration 1F (114197.750000 sec): 3 clusters
  Score: Raw -1211842.414219 + Penalty 3019.634397 = -1208822.779822
  nChanged 738
		SP:Iteration 2F (114197.980000 sec): 3 clusters
  Score: Raw -1212244.698075 + Penalty 3019.634397 = -1209225.063678
  nChanged 695
		SP:Iteration 3F (114198.140000 sec): 3 clusters
  Score: Raw -1212647.528191 + Penalty 3019.634397 = -1209627.893794
  nChanged 678
		SP:Iteration 4F (114198.380000 sec): 3 clusters
  Score: Raw -1213039.206334 + Penalty 3019.634397 = -1210019.571937
  nChanged 625
		SP:Iteration 5F (114198.580000 sec): 3 clusters
  Score: Raw -1213444.173141 + Penalty 3019.634397 = -1210424.538744
  nChanged 593
		SP:Iteration 6F (114198.800000 sec): 3 clusters
  Score: Raw -1213782.690889 + Penalty 3019.634397 = -1210763.056492
  nChanged 484
		SP:Iteration 7Q (114199.000000 sec): 3 clusters
  Score: Raw -1214034.414928 + Penalty 3019.634397 = -1211014.780531
  nChanged 403
		SP:Iteration 8Q (114199.230000 sec): 3 clusters
  Score: Raw -1214231.799175 + Penalty 3019.634397 = -1211212.164778
  nChanged 355
		SP:Iteration 9Q (114199.460000 sec): 3 clusters
  Score: Raw -1214384.406609 + Penalty 3019.634397 = -1211364.772212
  nChanged 325
		SP:Iteration 10Q (114199.700000 sec): 3 clusters
  Score: Raw -1214492.939064 + Penalty 3019.634397 = -1211473.304667
  nChanged 234
		SP:Iteration 11Q (114199.930000 sec): 3 clusters
  Score: Raw -1214564.076039 + Penalty 3019.634397 = -1211544.441642
  nChanged 161
		SP:Iteration 12Q (114200.190000 sec): 3 clusters
  Score: Raw -1214608.988372 + Penalty 3019.634397 = -1211589.353975
  nChanged 139
		SP:Iteration 13Q (114200.390000 sec): 3 clusters
  Score: Raw -1214646.580724 + Penalty 3019.634397 = -1211626.946327
  nChanged 98
		SP:Iteration 14Q (114200.600000 sec): 3 clusters
  Score: Raw -1214666.708889 + Penalty 3019.634397 = -1211647.074492
  nChanged 84
		SP:Iteration 15Q (114200.820000 sec): 3 clusters
  Score: Raw -1214684.173313 + Penalty 3019.634397 = -1211664.538916
  nChanged 62
		SP:Iteration 16Q (114201.070000 sec): 3 clusters
  Score: Raw -1214694.908503 + Penalty 3019.634397 = -1211675.274106
  nChanged 51
		SP:Iteration 17Q (114201.250000 sec): 3 clusters
  Score: Raw -1214701.589321 + Penalty 3019.634397 = -1211681.954924
  nChanged 46
		SP:Iteration 18Q (114201.480000 sec): 3 clusters
  Score: Raw -1214708.171999 + Penalty 3019.634397 = -1211688.537602
  nChanged 42
		SP:Iteration 19Q (114201.700000 sec): 3 clusters
  Score: Raw -1214714.680020 + Penalty 3019.634397 = -1211695.045623
  nChanged 47
		SP:Iteration 20F (114201.870000 sec): 3 clusters
  Score: Raw -1214723.267951 + Penalty 3019.634397 = -1211703.633554
  nChanged 46
		SP:Iteration 21Q (114202.100000 sec): 3 clusters
  Score: Raw -1214731.234510 + Penalty 3019.634397 = -1211711.600113
  nChanged 35
		SP:Iteration 22Q (114202.320000 sec): 3 clusters
  Score: Raw -1214736.688728 + Penalty 3019.634397 = -1211717.054331
  nChanged 44
		SP:Iteration 23Q (114202.540000 sec): 3 clusters
  Score: Raw -1214744.454458 + Penalty 3019.634397 = -1211724.820061
  nChanged 51
		SP:Iteration 24Q (114202.780000 sec): 3 clusters
  Score: Raw -1214753.126178 + Penalty 3019.634397 = -1211733.491781
  nChanged 50
		SP:Iteration 25Q (114202.960000 sec): 3 clusters
  Score: Raw -1214761.734493 + Penalty 3019.634397 = -1211742.100096
  nChanged 50
		SP:Iteration 26Q (114203.190000 sec): 3 clusters
  Score: Raw -1214770.336756 + Penalty 3019.634397 = -1211750.702359
  nChanged 48
		SP:Iteration 27Q (114203.380000 sec): 3 clusters
  Score: Raw -1214778.078988 + Penalty 3019.634397 = -1211758.444591
  nChanged 47
		SP:Iteration 28Q (114203.600000 sec): 3 clusters
  Score: Raw -1214787.668932 + Penalty 3019.634397 = -1211768.034535
  nChanged 52
		SP:Iteration 29Q (114203.830000 sec): 3 clusters
  Score: Raw -1214796.271488 + Penalty 3019.634397 = -1211776.637091
  nChanged 48
		SP:Iteration 30Q (114204.000000 sec): 3 clusters
  Score: Raw -1214805.536858 + Penalty 3019.634397 = -1211785.902461
  nChanged 54
		SP:Iteration 31Q (114204.160000 sec): 3 clusters
  Score: Raw -1214813.778316 + Penalty 3019.634397 = -1211794.143919
  nChanged 43
		SP:Iteration 32Q (114204.380000 sec): 3 clusters
  Score: Raw -1214820.262604 + Penalty 3019.634397 = -1211800.628207
  nChanged 47
		SP:Iteration 33Q (114204.600000 sec): 3 clusters
  Score: Raw -1214827.413008 + Penalty 3019.634397 = -1211807.778611
  nChanged 44
		SP:Iteration 34Q (114204.800000 sec): 3 clusters
  Score: Raw -1214833.951602 + Penalty 3019.634397 = -1211814.317205
  nChanged 47
		SP:Iteration 35Q (114204.950000 sec): 3 clusters
  Score: Raw -1214841.045403 + Penalty 3019.634397 = -1211821.411006
  nChanged 45
		SP:Iteration 36Q (114205.140000 sec): 3 clusters
  Score: Raw -1214847.331814 + Penalty 3019.634397 = -1211827.697417
  nChanged 35
		SP:Iteration 37Q (114205.380000 sec): 3 clusters
  Score: Raw -1214852.432904 + Penalty 3019.634397 = -1211832.798507
  nChanged 33
		SP:Iteration 38Q (114205.600000 sec): 3 clusters
  Score: Raw -1214857.057115 + Penalty 3019.634397 = -1211837.422718
  nChanged 25
		SP:Iteration 39Q (114205.810000 sec): 3 clusters
  Score: Raw -1214861.265879 + Penalty 3019.634397 = -1211841.631482
  nChanged 30
		SP:Iteration 40F (114206.000000 sec): 3 clusters
  Score: Raw -1214866.276002 + Penalty 3019.634397 = -1211846.641605
  nChanged 32
		SP:Iteration 41Q (114206.250000 sec): 3 clusters
  Score: Raw -1214871.567933 + Penalty 3019.634397 = -1211851.933536
  nChanged 25
		SP:Iteration 42Q (114206.430000 sec): 3 clusters
  Score: Raw -1214875.626127 + Penalty 3019.634397 = -1211855.991730
  nChanged 34
		SP:Iteration 43Q (114206.630000 sec): 3 clusters
  Score: Raw -1214880.799629 + Penalty 3019.634397 = -1211861.165232
  nChanged 28
		SP:Iteration 44Q (114206.880000 sec): 3 clusters
  Score: Raw -1214885.414373 + Penalty 3019.634397 = -1211865.779976
  nChanged 31
		SP:Iteration 45Q (114207.050000 sec): 3 clusters
  Score: Raw -1214890.183977 + Penalty 3019.634397 = -1211870.549580
  nChanged 32
		SP:Iteration 46Q (114207.290000 sec): 3 clusters
  Score: Raw -1214894.790482 + Penalty 3019.634397 = -1211875.156085
  nChanged 27
		SP:Iteration 47Q (114207.510000 sec): 3 clusters
  Score: Raw -1214899.395398 + Penalty 3019.634397 = -1211879.761001
  nChanged 23
		SP:Iteration 48Q (114207.750000 sec): 3 clusters
  Score: Raw -1214902.848692 + Penalty 3019.634397 = -1211883.214295
  nChanged 25
		SP:Iteration 49Q (114207.950000 sec): 3 clusters
  Score: Raw -1214908.004906 + Penalty 3019.634397 = -1211888.370509
  nChanged 28
		SP:Iteration 50Q (114208.190000 sec): 3 clusters
  Score: Raw -1214913.083778 + Penalty 3019.634397 = -1211893.449381
  nChanged 25
		SP:Iteration 51Q (114208.480000 sec): 3 clusters
  Score: Raw -1214918.046770 + Penalty 3019.634397 = -1211898.412373
  nChanged 32
		SP:Iteration 52Q (114208.670000 sec): 3 clusters
  Score: Raw -1214923.698861 + Penalty 3019.634397 = -1211904.064464
  nChanged 35
		SP:Iteration 53Q (114208.930000 sec): 3 clusters
  Score: Raw -1214930.157144 + Penalty 3019.634397 = -1211910.522747
  nChanged 35
		SP:Iteration 54Q (114209.170000 sec): 3 clusters
  Score: Raw -1214936.534643 + Penalty 3019.634397 = -1211916.900246
  nChanged 23
		SP:Iteration 55Q (114209.370000 sec): 3 clusters
  Score: Raw -1214939.943787 + Penalty 3019.634397 = -1211920.309390
  nChanged 17
		SP:Iteration 56Q (114209.630000 sec): 3 clusters
  Score: Raw -1214942.207258 + Penalty 3019.634397 = -1211922.572861
  nChanged 13
		SP:Iteration 57Q (114209.840000 sec): 3 clusters
  Score: Raw -1214944.491267 + Penalty 3019.634397 = -1211924.856870
  nChanged 22
		SP:Iteration 58Q (114210.060000 sec): 3 clusters
  Score: Raw -1214947.855526 + Penalty 3019.634397 = -1211928.221129
  nChanged 26
		SP:Iteration 59Q (114210.300000 sec): 3 clusters
  Score: Raw -1214951.706457 + Penalty 3019.634397 = -1211932.072060
  nChanged 22
		SP:Iteration 60F (114210.520000 sec): 3 clusters
  Score: Raw -1214956.047606 + Penalty 3019.634397 = -1211936.413209
  nChanged 23
		SP:Iteration 61Q (114210.720000 sec): 3 clusters
  Score: Raw -1214960.197020 + Penalty 3019.634397 = -1211940.562623
  nChanged 23
		SP:Iteration 62Q (114210.930000 sec): 3 clusters
  Score: Raw -1214964.185488 + Penalty 3019.634397 = -1211944.551091
  nChanged 24
		SP:Iteration 63Q (114211.170000 sec): 3 clusters
  Score: Raw -1214969.458140 + Penalty 3019.634397 = -1211949.823743
  nChanged 24
		SP:Iteration 64Q (114211.370000 sec): 3 clusters
  Score: Raw -1214974.152376 + Penalty 3019.634397 = -1211954.517979
  nChanged 26
		SP:Iteration 65Q (114211.570000 sec): 3 clusters
  Score: Raw -1214978.179811 + Penalty 3019.634397 = -1211958.545414
  nChanged 19
		SP:Iteration 66Q (114211.790000 sec): 3 clusters
  Score: Raw -1214980.997246 + Penalty 3019.634397 = -1211961.362849
  nChanged 14
		SP:Iteration 67Q (114212.030000 sec): 3 clusters
  Score: Raw -1214982.937909 + Penalty 3019.634397 = -1211963.303512
  nChanged 12
		SP:Iteration 68Q (114212.260000 sec): 3 clusters
  Score: Raw -1214984.215228 + Penalty 3019.634397 = -1211964.580831
  nChanged 11
		SP:Iteration 69Q (114212.450000 sec): 3 clusters
  Score: Raw -1214985.596649 + Penalty 3019.634397 = -1211965.962252
  nChanged 9
		SP:Iteration 70Q (114212.670000 sec): 3 clusters
  Score: Raw -1214987.068702 + Penalty 3019.634397 = -1211967.434305
  nChanged 16
		SP:Iteration 71Q (114212.920000 sec): 3 clusters
  Score: Raw -1214989.366273 + Penalty 3019.634397 = -1211969.731877
  nChanged 17
		SP:Iteration 72Q (114213.130000 sec): 3 clusters
  Score: Raw -1214991.746223 + Penalty 3019.634397 = -1211972.111826
  nChanged 15
		SP:Iteration 73Q (114213.400000 sec): 3 clusters
  Score: Raw -1214993.845148 + Penalty 3019.634397 = -1211974.210751
  nChanged 17
		SP:Iteration 74Q (114213.600000 sec): 3 clusters
  Score: Raw -1214996.464277 + Penalty 3019.634397 = -1211976.829880
  nChanged 13
		SP:Iteration 75Q (114213.820000 sec): 3 clusters
  Score: Raw -1214998.820922 + Penalty 3019.634397 = -1211979.186525
  nChanged 11
		SP:Iteration 76Q (114214.100000 sec): 3 clusters
  Score: Raw -1215000.275797 + Penalty 3019.634397 = -1211980.641400
  nChanged 9
		SP:Iteration 77Q (114214.310000 sec): 3 clusters
  Score: Raw -1215001.844552 + Penalty 3019.634397 = -1211982.210155
  nChanged 18
		SP:Iteration 78Q (114214.560000 sec): 3 clusters
  Score: Raw -1215005.796966 + Penalty 3019.634397 = -1211986.162569
  nChanged 18
		SP:Iteration 79Q (114214.770000 sec): 3 clusters
  Score: Raw -1215009.089774 + Penalty 3019.634397 = -1211989.455377
  nChanged 25
		SP:Iteration 80F (114215.010000 sec): 3 clusters
  Score: Raw -1215014.598750 + Penalty 3019.634397 = -1211994.964353
  nChanged 23
		SP:Iteration 81Q (114215.220000 sec): 3 clusters
  Score: Raw -1215018.320972 + Penalty 3019.634397 = -1211998.686575
  nChanged 18
		SP:Iteration 82Q (114215.470000 sec): 3 clusters
  Score: Raw -1215021.703101 + Penalty 3019.634397 = -1212002.068704
  nChanged 15
		SP:Iteration 83Q (114215.690000 sec): 3 clusters
  Score: Raw -1215024.503343 + Penalty 3019.634397 = -1212004.868946
  nChanged 15
		SP:Iteration 84Q (114215.890000 sec): 3 clusters
  Score: Raw -1215027.904605 + Penalty 3019.634397 = -1212008.270208
  nChanged 17
		SP:Iteration 85Q (114216.110000 sec): 3 clusters
  Score: Raw -1215030.987555 + Penalty 3019.634397 = -1212011.353158
  nChanged 13
		SP:Iteration 86Q (114216.330000 sec): 3 clusters
  Score: Raw -1215033.316410 + Penalty 3019.634397 = -1212013.682013
  nChanged 13
		SP:Iteration 87Q (114216.590000 sec): 3 clusters
  Score: Raw -1215035.165702 + Penalty 3019.634397 = -1212015.531305
  nChanged 10
		SP:Iteration 88Q (114216.800000 sec): 3 clusters
  Score: Raw -1215037.129471 + Penalty 3019.634397 = -1212017.495074
  nChanged 9
		SP:Iteration 89Q (114217.030000 sec): 3 clusters
  Score: Raw -1215038.621818 + Penalty 3019.634397 = -1212018.987421
  nChanged 9
		SP:Iteration 90Q (114217.270000 sec): 3 clusters
  Score: Raw -1215040.168023 + Penalty 3019.634397 = -1212020.533626
  nChanged 11
		SP:Iteration 91Q (114217.490000 sec): 3 clusters
  Score: Raw -1215042.838531 + Penalty 3019.634397 = -1212023.204134
  nChanged 14
		SP:Iteration 92Q (114217.700000 sec): 3 clusters
  Score: Raw -1215045.974194 + Penalty 3019.634397 = -1212026.339797
  nChanged 18
		SP:Iteration 93Q (114217.920000 sec): 3 clusters
  Score: Raw -1215050.075929 + Penalty 3019.634397 = -1212030.441532
  nChanged 26
		SP:Iteration 94Q (114218.160000 sec): 3 clusters
  Score: Raw -1215055.267949 + Penalty 3019.634397 = -1212035.633552
  nChanged 18
		SP:Iteration 95Q (114218.350000 sec): 3 clusters
  Score: Raw -1215059.190523 + Penalty 3019.634397 = -1212039.556126
  nChanged 21
		SP:Iteration 96Q (114218.610000 sec): 3 clusters
  Score: Raw -1215064.669109 + Penalty 3019.634397 = -1212045.034712
  nChanged 21
		SP:Iteration 97Q (114218.820000 sec): 3 clusters
  Score: Raw -1215069.054286 + Penalty 3019.634397 = -1212049.419889
  nChanged 28
		SP:Iteration 98Q (114219.090000 sec): 3 clusters
  Score: Raw -1215075.016595 + Penalty 3019.634397 = -1212055.382198
  nChanged 28
		SP:Iteration 99Q (114219.280000 sec): 3 clusters
  Score: Raw -1215082.257698 + Penalty 3019.634397 = -1212062.623301
  nChanged 23
		SP:Iteration 100F (114219.490000 sec): 3 clusters
  Score: Raw -1215087.890720 + Penalty 3019.634397 = -1212068.256323
  nChanged 25
		SP:Iteration 101Q (114219.710000 sec): 3 clusters
  Score: Raw -1215094.606094 + Penalty 3019.634397 = -1212074.971697
  nChanged 24
		SP:Iteration 102Q (114219.900000 sec): 3 clusters
  Score: Raw -1215100.618535 + Penalty 3019.634397 = -1212080.984138
  nChanged 26
		SP:Iteration 103Q (114220.150000 sec): 3 clusters
  Score: Raw -1215106.814886 + Penalty 3019.634397 = -1212087.180489
  nChanged 26
		SP:Iteration 104Q (114220.400000 sec): 3 clusters
  Score: Raw -1215114.106457 + Penalty 3019.634397 = -1212094.472060
  nChanged 24
		SP:Iteration 105Q (114220.570000 sec): 3 clusters
  Score: Raw -1215120.298650 + Penalty 3019.634397 = -1212100.664253
  nChanged 21
		SP:Iteration 106Q (114220.790000 sec): 3 clusters
  Score: Raw -1215125.950619 + Penalty 3019.634397 = -1212106.316222
  nChanged 22
		SP:Iteration 107Q (114220.990000 sec): 3 clusters
  Score: Raw -1215131.030488 + Penalty 3019.634397 = -1212111.396091
  nChanged 22
		SP:Iteration 108Q (114221.230000 sec): 3 clusters
  Score: Raw -1215137.841112 + Penalty 3019.634397 = -1212118.206715
  nChanged 23
		SP:Iteration 109Q (114221.460000 sec): 3 clusters
  Score: Raw -1215144.011957 + Penalty 3019.634397 = -1212124.377560
  nChanged 26
		SP:Iteration 110Q (114221.650000 sec): 3 clusters
  Score: Raw -1215151.701468 + Penalty 3019.634397 = -1212132.067071
  nChanged 26
		SP:Iteration 111Q (114221.840000 sec): 3 clusters
  Score: Raw -1215158.399583 + Penalty 3019.634397 = -1212138.765186
  nChanged 21
		SP:Iteration 112Q (114222.100000 sec): 3 clusters
  Score: Raw -1215163.691926 + Penalty 3019.634397 = -1212144.057529
  nChanged 18
		SP:Iteration 113Q (114222.280000 sec): 3 clusters
  Score: Raw -1215167.839634 + Penalty 3019.634397 = -1212148.205237
  nChanged 19
		SP:Iteration 114Q (114222.480000 sec): 3 clusters
  Score: Raw -1215172.941293 + Penalty 3019.634397 = -1212153.306896
  nChanged 15
		SP:Iteration 115Q (114222.720000 sec): 3 clusters
  Score: Raw -1215176.607244 + Penalty 3019.634397 = -1212156.972847
  nChanged 12
		SP:Iteration 116Q (114222.950000 sec): 3 clusters
  Score: Raw -1215180.133560 + Penalty 3019.634397 = -1212160.499164
  nChanged 13
		SP:Iteration 117Q (114223.180000 sec): 3 clusters
  Score: Raw -1215183.527101 + Penalty 3019.634397 = -1212163.892704
  nChanged 15
		SP:Iteration 118Q (114223.380000 sec): 3 clusters
  Score: Raw -1215187.644060 + Penalty 3019.634397 = -1212168.009663
  nChanged 12
		SP:Iteration 119Q (114223.590000 sec): 3 clusters
  Score: Raw -1215190.823543 + Penalty 3019.634397 = -1212171.189146
  nChanged 15
		SP:Iteration 120F (114223.810000 sec): 3 clusters
  Score: Raw -1215194.172274 + Penalty 3019.634397 = -1212174.537877
  nChanged 10
		SP:Iteration 121Q (114223.990000 sec): 3 clusters
  Score: Raw -1215196.070309 + Penalty 3019.634397 = -1212176.435912
  nChanged 7
		SP:Iteration 122Q (114224.220000 sec): 3 clusters
  Score: Raw -1215198.038830 + Penalty 3019.634397 = -1212178.404433
  nChanged 10
		SP:Iteration 123Q (114224.430000 sec): 3 clusters
  Score: Raw -1215200.262946 + Penalty 3019.634397 = -1212180.628550
  nChanged 9
		SP:Iteration 124Q (114224.600000 sec): 3 clusters
  Score: Raw -1215202.055910 + Penalty 3019.634397 = -1212182.421513
  nChanged 7
		SP:Iteration 125Q (114224.800000 sec): 3 clusters
  Score: Raw -1215203.663285 + Penalty 3019.634397 = -1212184.028888
  nChanged 10
		SP:Iteration 126Q (114225.040000 sec): 3 clusters
  Score: Raw -1215205.803456 + Penalty 3019.634397 = -1212186.169059
  nChanged 6
		SP:Iteration 127Q (114225.220000 sec): 3 clusters
  Score: Raw -1215207.369393 + Penalty 3019.634397 = -1212187.734996
  nChanged 5
		SP:Iteration 128Q (114225.460000 sec): 3 clusters
  Score: Raw -1215208.933311 + Penalty 3019.634397 = -1212189.298914
  nChanged 10
		SP:Iteration 129Q (114225.660000 sec): 3 clusters
  Score: Raw -1215210.733271 + Penalty 3019.634397 = -1212191.098874
  nChanged 4
		SP:Iteration 130Q (114225.840000 sec): 3 clusters
  Score: Raw -1215211.648397 + Penalty 3019.634397 = -1212192.014000
  nChanged 6
		SP:Iteration 131Q (114226.080000 sec): 3 clusters
  Score: Raw -1215213.389884 + Penalty 3019.634397 = -1212193.755487
  nChanged 4
		SP:Iteration 132Q (114226.280000 sec): 3 clusters
  Score: Raw -1215214.240408 + Penalty 3019.634397 = -1212194.606011
  nChanged 2
		SP:Iteration 133Q (114226.520000 sec): 3 clusters
  Score: Raw -1215214.872522 + Penalty 3019.634397 = -1212195.238125
  nChanged 2
		SP:Iteration 134Q (114226.740000 sec): 3 clusters
  Score: Raw -1215215.263070 + Penalty 3019.634397 = -1212195.628673
  nChanged 0
		SP:Iteration 135F (114226.920000 sec): 3 clusters
  Score: Raw -1215215.263070 + Penalty 3019.634397 = -1212195.628673
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114227.040000 sec): 2 clusters
  Score: Raw -1202373.340969 + Penalty 1522.567988 = -1200850.772982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114227.220000 sec): 3 clusters
  Score: Raw -1195670.023653 + Penalty 3045.135975 = -1192624.887678
  nChanged 5122
		SP:Iteration 1F (114227.400000 sec): 3 clusters
  Score: Raw -1198727.895541 + Penalty 3045.135975 = -1195682.759566
  nChanged 913
		SP:Iteration 2F (114227.650000 sec): 3 clusters
  Score: Raw -1199365.659277 + Penalty 3045.135975 = -1196320.523302
  nChanged 845
		SP:Iteration 3F (114227.820000 sec): 3 clusters
  Score: Raw -1199872.297925 + Penalty 3045.135975 = -1196827.161950
  nChanged 696
		SP:Iteration 4F (114228.060000 sec): 3 clusters
  Score: Raw -1200279.376375 + Penalty 3045.135975 = -1197234.240400
  nChanged 633
		SP:Iteration 5F (114228.260000 sec): 3 clusters
  Score: Raw -1200611.624655 + Penalty 3045.135975 = -1197566.488680
  nChanged 481
		SP:Iteration 6Q (114228.510000 sec): 3 clusters
  Score: Raw -1200823.360499 + Penalty 3045.135975 = -1197778.224524
  nChanged 413
		SP:Iteration 7Q (114228.710000 sec): 3 clusters
  Score: Raw -1200995.652571 + Penalty 3045.135975 = -1197950.516596
  nChanged 359
		SP:Iteration 8Q (114228.910000 sec): 3 clusters
  Score: Raw -1201134.364696 + Penalty 3045.135975 = -1198089.228721
  nChanged 322
		SP:Iteration 9Q (114229.140000 sec): 3 clusters
  Score: Raw -1201235.284380 + Penalty 3045.135975 = -1198190.148405
  nChanged 263
		SP:Iteration 10Q (114229.370000 sec): 3 clusters
  Score: Raw -1201307.497519 + Penalty 3045.135975 = -1198262.361544
  nChanged 215
		SP:Iteration 11Q (114229.570000 sec): 3 clusters
  Score: Raw -1201368.324988 + Penalty 3045.135975 = -1198323.189013
  nChanged 201
		SP:Iteration 12Q (114229.830000 sec): 3 clusters
  Score: Raw -1201414.911896 + Penalty 3045.135975 = -1198369.775921
  nChanged 148
		SP:Iteration 13Q (114230.020000 sec): 3 clusters
  Score: Raw -1201443.496866 + Penalty 3045.135975 = -1198398.360891
  nChanged 118
		SP:Iteration 14Q (114230.270000 sec): 3 clusters
  Score: Raw -1201461.906946 + Penalty 3045.135975 = -1198416.770971
  nChanged 90
		SP:Iteration 15Q (114230.510000 sec): 3 clusters
  Score: Raw -1201476.366079 + Penalty 3045.135975 = -1198431.230104
  nChanged 77
		SP:Iteration 16Q (114230.770000 sec): 3 clusters
  Score: Raw -1201489.038423 + Penalty 3045.135975 = -1198443.902448
  nChanged 84
		SP:Iteration 17Q (114230.980000 sec): 3 clusters
  Score: Raw -1201502.567673 + Penalty 3045.135975 = -1198457.431697
  nChanged 73
		SP:Iteration 18Q (114231.180000 sec): 3 clusters
  Score: Raw -1201515.516866 + Penalty 3045.135975 = -1198470.380891
  nChanged 68
		SP:Iteration 19Q (114231.430000 sec): 3 clusters
  Score: Raw -1201527.154671 + Penalty 3045.135975 = -1198482.018695
  nChanged 70
		SP:Iteration 20F (114231.660000 sec): 3 clusters
  Score: Raw -1201536.978387 + Penalty 3045.135975 = -1198491.842411
  nChanged 68
		SP:Iteration 21Q (114231.880000 sec): 3 clusters
  Score: Raw -1201547.184068 + Penalty 3045.135975 = -1198502.048093
  nChanged 79
		SP:Iteration 22Q (114232.120000 sec): 3 clusters
  Score: Raw -1201557.694416 + Penalty 3045.135975 = -1198512.558441
  nChanged 74
		SP:Iteration 23Q (114232.380000 sec): 3 clusters
  Score: Raw -1201568.983919 + Penalty 3045.135975 = -1198523.847943
  nChanged 64
		SP:Iteration 24Q (114232.540000 sec): 3 clusters
  Score: Raw -1201578.160754 + Penalty 3045.135975 = -1198533.024778
  nChanged 75
		SP:Iteration 25Q (114232.750000 sec): 3 clusters
  Score: Raw -1201589.227906 + Penalty 3045.135975 = -1198544.091931
  nChanged 70
		SP:Iteration 26Q (114232.980000 sec): 3 clusters
  Score: Raw -1201601.041212 + Penalty 3045.135975 = -1198555.905237
  nChanged 94
		SP:Iteration 27Q (114233.190000 sec): 3 clusters
  Score: Raw -1201617.901128 + Penalty 3045.135975 = -1198572.765153
  nChanged 92
		SP:Iteration 28Q (114233.400000 sec): 3 clusters
  Score: Raw -1201633.907951 + Penalty 3045.135975 = -1198588.771976
  nChanged 97
		SP:Iteration 29Q (114233.620000 sec): 3 clusters
  Score: Raw -1201649.770082 + Penalty 3045.135975 = -1198604.634106
  nChanged 93
		SP:Iteration 30Q (114233.880000 sec): 3 clusters
  Score: Raw -1201668.856779 + Penalty 3045.135975 = -1198623.720804
  nChanged 110
		SP:Iteration 31Q (114234.100000 sec): 3 clusters
  Score: Raw -1201694.978128 + Penalty 3045.135975 = -1198649.842153
  nChanged 124
		SP:Iteration 32Q (114234.360000 sec): 3 clusters
  Score: Raw -1201724.916928 + Penalty 3045.135975 = -1198679.780953
  nChanged 125
		SP:Iteration 33Q (114234.600000 sec): 3 clusters
  Score: Raw -1201754.323231 + Penalty 3045.135975 = -1198709.187256
  nChanged 115
		SP:Iteration 34Q (114234.770000 sec): 3 clusters
  Score: Raw -1201782.035497 + Penalty 3045.135975 = -1198736.899522
  nChanged 108
		SP:Iteration 35Q (114234.980000 sec): 3 clusters
  Score: Raw -1201810.372761 + Penalty 3045.135975 = -1198765.236786
  nChanged 111
		SP:Iteration 36Q (114235.240000 sec): 3 clusters
  Score: Raw -1201839.957120 + Penalty 3045.135975 = -1198794.821144
  nChanged 104
		SP:Iteration 37Q (114235.470000 sec): 3 clusters
  Score: Raw -1201871.052320 + Penalty 3045.135975 = -1198825.916345
  nChanged 132
		SP:Iteration 38Q (114235.660000 sec): 3 clusters
  Score: Raw -1201909.329872 + Penalty 3045.135975 = -1198864.193896
  nChanged 137
		SP:Iteration 39Q (114235.870000 sec): 3 clusters
  Score: Raw -1201957.794346 + Penalty 3045.135975 = -1198912.658371
  nChanged 157
		SP:Iteration 40F (114236.110000 sec): 3 clusters
  Score: Raw -1202013.399361 + Penalty 3045.135975 = -1198968.263385
  nChanged 155
		SP:Iteration 41Q (114236.310000 sec): 3 clusters
  Score: Raw -1202067.027709 + Penalty 3045.135975 = -1199021.891734
  nChanged 143
		SP:Iteration 42Q (114236.520000 sec): 3 clusters
  Score: Raw -1202117.147499 + Penalty 3045.135975 = -1199072.011524
  nChanged 145
		SP:Iteration 43Q (114236.740000 sec): 3 clusters
  Score: Raw -1202169.725757 + Penalty 3045.135975 = -1199124.589781
  nChanged 150
		SP:Iteration 44Q (114236.970000 sec): 3 clusters
  Score: Raw -1202222.945495 + Penalty 3045.135975 = -1199177.809520
  nChanged 142
		SP:Iteration 45Q (114237.200000 sec): 3 clusters
  Score: Raw -1202278.814594 + Penalty 3045.135975 = -1199233.678619
  nChanged 144
		SP:Iteration 46Q (114237.420000 sec): 3 clusters
  Score: Raw -1202339.755610 + Penalty 3045.135975 = -1199294.619635
  nChanged 134
		SP:Iteration 47Q (114237.670000 sec): 3 clusters
  Score: Raw -1202396.438785 + Penalty 3045.135975 = -1199351.302810
  nChanged 109
		SP:Iteration 48Q (114237.870000 sec): 3 clusters
  Score: Raw -1202436.471109 + Penalty 3045.135975 = -1199391.335134
  nChanged 93
		SP:Iteration 49Q (114238.140000 sec): 3 clusters
  Score: Raw -1202470.263444 + Penalty 3045.135975 = -1199425.127469
  nChanged 90
		SP:Iteration 50Q (114238.360000 sec): 3 clusters
  Score: Raw -1202502.232563 + Penalty 3045.135975 = -1199457.096588
  nChanged 75
		SP:Iteration 51Q (114238.620000 sec): 3 clusters
  Score: Raw -1202528.653345 + Penalty 3045.135975 = -1199483.517369
  nChanged 74
		SP:Iteration 52Q (114238.840000 sec): 3 clusters
  Score: Raw -1202551.233219 + Penalty 3045.135975 = -1199506.097244
  nChanged 47
		SP:Iteration 53Q (114239.040000 sec): 3 clusters
  Score: Raw -1202564.637508 + Penalty 3045.135975 = -1199519.501532
  nChanged 43
		SP:Iteration 54Q (114239.220000 sec): 3 clusters
  Score: Raw -1202579.332737 + Penalty 3045.135975 = -1199534.196761
  nChanged 55
		SP:Iteration 55Q (114239.470000 sec): 3 clusters
  Score: Raw -1202602.554683 + Penalty 3045.135975 = -1199557.418708
  nChanged 56
		SP:Iteration 56Q (114239.670000 sec): 3 clusters
  Score: Raw -1202625.576818 + Penalty 3045.135975 = -1199580.440843
  nChanged 51
		SP:Iteration 57Q (114239.890000 sec): 3 clusters
  Score: Raw -1202642.825682 + Penalty 3045.135975 = -1199597.689707
  nChanged 48
		SP:Iteration 58Q (114240.120000 sec): 3 clusters
  Score: Raw -1202659.624097 + Penalty 3045.135975 = -1199614.488122
  nChanged 33
		SP:Iteration 59Q (114240.300000 sec): 3 clusters
  Score: Raw -1202672.877840 + Penalty 3045.135975 = -1199627.741865
  nChanged 31
		SP:Iteration 60F (114240.500000 sec): 3 clusters
  Score: Raw -1202684.733729 + Penalty 3045.135975 = -1199639.597754
  nChanged 32
		SP:Iteration 61Q (114240.690000 sec): 3 clusters
  Score: Raw -1202696.157308 + Penalty 3045.135975 = -1199651.021332
  nChanged 36
		SP:Iteration 62Q (114240.910000 sec): 3 clusters
  Score: Raw -1202711.321897 + Penalty 3045.135975 = -1199666.185922
  nChanged 29
		SP:Iteration 63Q (114241.120000 sec): 3 clusters
  Score: Raw -1202723.716288 + Penalty 3045.135975 = -1199678.580313
  nChanged 31
		SP:Iteration 64Q (114241.320000 sec): 3 clusters
  Score: Raw -1202742.096424 + Penalty 3045.135975 = -1199696.960449
  nChanged 29
		SP:Iteration 65Q (114241.550000 sec): 3 clusters
  Score: Raw -1202754.588339 + Penalty 3045.135975 = -1199709.452364
  nChanged 25
		SP:Iteration 66Q (114241.790000 sec): 3 clusters
  Score: Raw -1202765.910967 + Penalty 3045.135975 = -1199720.774992
  nChanged 24
		SP:Iteration 67Q (114241.990000 sec): 3 clusters
  Score: Raw -1202775.572757 + Penalty 3045.135975 = -1199730.436782
  nChanged 18
		SP:Iteration 68Q (114242.210000 sec): 3 clusters
  Score: Raw -1202783.571115 + Penalty 3045.135975 = -1199738.435139
  nChanged 13
		SP:Iteration 69Q (114242.430000 sec): 3 clusters
  Score: Raw -1202788.620278 + Penalty 3045.135975 = -1199743.484303
  nChanged 10
		SP:Iteration 70Q (114242.660000 sec): 3 clusters
  Score: Raw -1202792.819852 + Penalty 3045.135975 = -1199747.683877
  nChanged 4
		SP:Iteration 71Q (114242.880000 sec): 3 clusters
  Score: Raw -1202796.964284 + Penalty 3045.135975 = -1199751.828309
  nChanged 3
		SP:Iteration 72Q (114243.110000 sec): 3 clusters
  Score: Raw -1202799.253844 + Penalty 3045.135975 = -1199754.117869
  nChanged 8
		SP:Iteration 73Q (114243.380000 sec): 3 clusters
  Score: Raw -1202802.167969 + Penalty 3045.135975 = -1199757.031994
  nChanged 8
		SP:Iteration 74Q (114243.570000 sec): 3 clusters
  Score: Raw -1202804.420320 + Penalty 3045.135975 = -1199759.284345
  nChanged 6
		SP:Iteration 75Q (114243.830000 sec): 3 clusters
  Score: Raw -1202806.438275 + Penalty 3045.135975 = -1199761.302299
  nChanged 2
		SP:Iteration 76Q (114244.000000 sec): 3 clusters
  Score: Raw -1202807.077193 + Penalty 3045.135975 = -1199761.941218
  nChanged 3
		SP:Iteration 77Q (114244.220000 sec): 3 clusters
  Score: Raw -1202808.654054 + Penalty 3045.135975 = -1199763.518079
  nChanged 3
		SP:Iteration 78Q (114244.430000 sec): 3 clusters
  Score: Raw -1202809.550795 + Penalty 3045.135975 = -1199764.414820
  nChanged 4
		SP:Iteration 79Q (114244.660000 sec): 3 clusters
  Score: Raw -1202810.657042 + Penalty 3045.135975 = -1199765.521067
  nChanged 2
		SP:Iteration 80F (114244.870000 sec): 3 clusters
  Score: Raw -1202811.088892 + Penalty 3045.135975 = -1199765.952916
  nChanged 1
		SP:Iteration 81Q (114245.100000 sec): 3 clusters
  Score: Raw -1202811.454271 + Penalty 3045.135975 = -1199766.318296
  nChanged 0
		SP:Iteration 82F (114245.310000 sec): 3 clusters
  Score: Raw -1202811.454271 + Penalty 3045.135975 = -1199766.318296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (29245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114245.570000 sec): 2 clusters
  Score: Raw -3221872.692954 + Penalty 1671.062883 = -3220201.630071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114245.910000 sec): 3 clusters
  Score: Raw -3203898.321356 + Penalty 3342.125767 = -3200556.195590
  nChanged 13384
		SP:Iteration 1F (114246.220000 sec): 3 clusters
  Score: Raw -3211521.585507 + Penalty 3342.125767 = -3208179.459741
  nChanged 1390
		SP:Iteration 2Q (114246.560000 sec): 3 clusters
  Score: Raw -3211976.474056 + Penalty 3342.125767 = -3208634.348289
  nChanged 1309
		SP:Iteration 3Q (114246.940000 sec): 3 clusters
  Score: Raw -3212466.471476 + Penalty 3342.125767 = -3209124.345709
  nChanged 1311
		SP:Iteration 4Q (114247.230000 sec): 3 clusters
  Score: Raw -3213060.633430 + Penalty 3342.125767 = -3209718.507663
  nChanged 1504
		SP:Iteration 5F (114247.560000 sec): 3 clusters
  Score: Raw -3213882.144795 + Penalty 3342.125767 = -3210540.019028
  nChanged 1690
		SP:Iteration 6F (114247.930000 sec): 3 clusters
  Score: Raw -3215029.081084 + Penalty 3342.125767 = -3211686.955317
  nChanged 1865
		SP:Iteration 7F (114248.250000 sec): 3 clusters
  Score: Raw -3216524.321841 + Penalty 3342.125767 = -3213182.196074
  nChanged 1732
		SP:Iteration 8F (114248.560000 sec): 3 clusters
  Score: Raw -3218032.879380 + Penalty 3342.125767 = -3214690.753613
  nChanged 1431
		SP:Iteration 9Q (114248.850000 sec): 3 clusters
  Score: Raw -3219335.148700 + Penalty 3342.125767 = -3215993.022933
  nChanged 1053
		SP:Iteration 10Q (114249.160000 sec): 3 clusters
  Score: Raw -3220275.594741 + Penalty 3342.125767 = -3216933.468974
  nChanged 747
		SP:Iteration 11Q (114249.510000 sec): 3 clusters
  Score: Raw -3220873.086628 + Penalty 3342.125767 = -3217530.960861
  nChanged 526
		SP:Iteration 12Q (114249.800000 sec): 3 clusters
  Score: Raw -3221264.747519 + Penalty 3342.125767 = -3217922.621752
  nChanged 376
		SP:Iteration 13Q (114250.150000 sec): 3 clusters
  Score: Raw -3221530.674734 + Penalty 3342.125767 = -3218188.548967
  nChanged 247
		SP:Iteration 14Q (114250.460000 sec): 3 clusters
  Score: Raw -3221699.207504 + Penalty 3342.125767 = -3218357.081737
  nChanged 179
		SP:Iteration 15Q (114250.700000 sec): 3 clusters
  Score: Raw -3221824.542984 + Penalty 3342.125767 = -3218482.417217
  nChanged 110
		SP:Iteration 16Q (114250.980000 sec): 3 clusters
  Score: Raw -3221903.754276 + Penalty 3342.125767 = -3218561.628509
  nChanged 74
		SP:Iteration 17Q (114251.290000 sec): 3 clusters
  Score: Raw -3221952.905893 + Penalty 3342.125767 = -3218610.780126
  nChanged 49
		SP:Iteration 18Q (114251.660000 sec): 3 clusters
  Score: Raw -3221987.781261 + Penalty 3342.125767 = -3218645.655494
  nChanged 41
		SP:Iteration 19Q (114251.960000 sec): 3 clusters
  Score: Raw -3222023.162591 + Penalty 3342.125767 = -3218681.036824
  nChanged 33
		SP:Iteration 20F (114252.290000 sec): 3 clusters
  Score: Raw -3222049.984298 + Penalty 3342.125767 = -3218707.858531
  nChanged 20
		SP:Iteration 21Q (114252.540000 sec): 3 clusters
  Score: Raw -3222065.142250 + Penalty 3342.125767 = -3218723.016483
  nChanged 14
		SP:Iteration 22Q (114252.840000 sec): 3 clusters
  Score: Raw -3222072.036325 + Penalty 3342.125767 = -3218729.910559
  nChanged 11
		SP:Iteration 23Q (114253.110000 sec): 3 clusters
  Score: Raw -3222077.633764 + Penalty 3342.125767 = -3218735.507997
  nChanged 12
		SP:Iteration 24Q (114253.440000 sec): 3 clusters
  Score: Raw -3222085.919037 + Penalty 3342.125767 = -3218743.793271
  nChanged 8
		SP:Iteration 25Q (114253.780000 sec): 3 clusters
  Score: Raw -3222091.924698 + Penalty 3342.125767 = -3218749.798932
  nChanged 9
		SP:Iteration 26Q (114254.080000 sec): 3 clusters
  Score: Raw -3222096.652014 + Penalty 3342.125767 = -3218754.526247
  nChanged 5
		SP:Iteration 27Q (114254.390000 sec): 3 clusters
  Score: Raw -3222101.043111 + Penalty 3342.125767 = -3218758.917344
  nChanged 7
		SP:Iteration 28Q (114254.700000 sec): 3 clusters
  Score: Raw -3222106.137889 + Penalty 3342.125767 = -3218764.012122
  nChanged 3
		SP:Iteration 29Q (114255.000000 sec): 3 clusters
  Score: Raw -3222107.305984 + Penalty 3342.125767 = -3218765.180217
  nChanged 1
		SP:Iteration 30Q (114255.320000 sec): 3 clusters
  Score: Raw -3222108.110193 + Penalty 3342.125767 = -3218765.984426
  nChanged 1
		SP:Iteration 31Q (114255.600000 sec): 3 clusters
  Score: Raw -3222108.311128 + Penalty 3342.125767 = -3218766.185361
  nChanged 0
		SP:Iteration 32F (114255.920000 sec): 3 clusters
  Score: Raw -3222108.311128 + Penalty 3342.125767 = -3218766.185361
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114256.050000 sec): 2 clusters
  Score: Raw -940680.111081 + Penalty 1466.734245 = -939213.376836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114256.290000 sec): 3 clusters
  Score: Raw -936017.350067 + Penalty 2933.468490 = -933083.881577
  nChanged 3533
		SP:Iteration 1F (114256.480000 sec): 3 clusters
  Score: Raw -937979.632329 + Penalty 2933.468490 = -935046.163839
  nChanged 555
		SP:Iteration 2F (114256.700000 sec): 3 clusters
  Score: Raw -938226.371717 + Penalty 2933.468490 = -935292.903227
  nChanged 454
		SP:Iteration 3F (114256.890000 sec): 3 clusters
  Score: Raw -938437.498625 + Penalty 2933.468490 = -935504.030135
  nChanged 406
		SP:Iteration 4Q (114257.140000 sec): 3 clusters
  Score: Raw -938653.098191 + Penalty 2933.468490 = -935719.629701
  nChanged 409
		SP:Iteration 5Q (114257.350000 sec): 3 clusters
  Score: Raw -938871.630026 + Penalty 2933.468490 = -935938.161536
  nChanged 430
		SP:Iteration 6F (114257.570000 sec): 3 clusters
  Score: Raw -939151.332030 + Penalty 2933.468490 = -936217.863540
  nChanged 451
		SP:Iteration 7F (114257.760000 sec): 3 clusters
  Score: Raw -939488.389949 + Penalty 2933.468490 = -936554.921459
  nChanged 427
		SP:Iteration 8F (114258.020000 sec): 3 clusters
  Score: Raw -939833.967632 + Penalty 2933.468490 = -936900.499142
  nChanged 391
		SP:Iteration 9Q (114258.230000 sec): 3 clusters
  Score: Raw -940159.941068 + Penalty 2933.468490 = -937226.472579
  nChanged 337
		SP:Iteration 10Q (114258.430000 sec): 3 clusters
  Score: Raw -940449.890422 + Penalty 2933.468490 = -937516.421932
  nChanged 224
		SP:Iteration 11Q (114258.670000 sec): 3 clusters
  Score: Raw -940630.986765 + Penalty 2933.468490 = -937697.518275
  nChanged 152
		SP:Iteration 12Q (114258.890000 sec): 3 clusters
  Score: Raw -940743.226728 + Penalty 2933.468490 = -937809.758238
  nChanged 98
		SP:Iteration 13Q (114259.010000 sec): 3 clusters
  Score: Raw -940813.600072 + Penalty 2933.468490 = -937880.131583
  nChanged 49
		SP:Iteration 14Q (114259.200000 sec): 3 clusters
  Score: Raw -940860.870629 + Penalty 2933.468490 = -937927.402139
  nChanged 47
		SP:Iteration 15Q (114259.430000 sec): 3 clusters
  Score: Raw -940902.715096 + Penalty 2933.468490 = -937969.246606
  nChanged 28
		SP:Iteration 16Q (114259.590000 sec): 3 clusters
  Score: Raw -940927.252924 + Penalty 2933.468490 = -937993.784434
  nChanged 22
		SP:Iteration 17Q (114259.790000 sec): 3 clusters
  Score: Raw -940941.608067 + Penalty 2933.468490 = -938008.139577
  nChanged 11
		SP:Iteration 18Q (114260.010000 sec): 3 clusters
  Score: Raw -940951.356784 + Penalty 2933.468490 = -938017.888294
  nChanged 6
		SP:Iteration 19Q (114260.150000 sec): 3 clusters
  Score: Raw -940955.325133 + Penalty 2933.468490 = -938021.856643
  nChanged 1
		SP:Iteration 20F (114260.360000 sec): 3 clusters
  Score: Raw -940957.393836 + Penalty 2933.468490 = -938023.925346
  nChanged 1
		SP:Iteration 21Q (114260.580000 sec): 3 clusters
  Score: Raw -940958.705949 + Penalty 2933.468490 = -938025.237459
  nChanged 1
		SP:Iteration 22Q (114260.800000 sec): 3 clusters
  Score: Raw -940959.801369 + Penalty 2933.468490 = -938026.332879
  nChanged 1
		SP:Iteration 23Q (114260.960000 sec): 3 clusters
  Score: Raw -940960.630472 + Penalty 2933.468490 = -938027.161982
  nChanged 2
		SP:Iteration 24Q (114261.180000 sec): 3 clusters
  Score: Raw -940962.012491 + Penalty 2933.468490 = -938028.544001
  nChanged 2
		SP:Iteration 25Q (114261.370000 sec): 3 clusters
  Score: Raw -940964.731974 + Penalty 2933.468490 = -938031.263484
  nChanged 2
		SP:Iteration 26Q (114261.570000 sec): 3 clusters
  Score: Raw -940966.180857 + Penalty 2933.468490 = -938032.712367
  nChanged 2
		SP:Iteration 27Q (114261.790000 sec): 3 clusters
  Score: Raw -940967.850139 + Penalty 2933.468490 = -938034.381650
  nChanged 1
		SP:Iteration 28Q (114261.980000 sec): 3 clusters
  Score: Raw -940968.818351 + Penalty 2933.468490 = -938035.349861
  nChanged 2
		SP:Iteration 29Q (114262.220000 sec): 3 clusters
  Score: Raw -940969.780147 + Penalty 2933.468490 = -938036.311657
  nChanged 2
		SP:Iteration 30Q (114262.390000 sec): 3 clusters
  Score: Raw -940971.082320 + Penalty 2933.468490 = -938037.613830
  nChanged 2
		SP:Iteration 31Q (114262.580000 sec): 3 clusters
  Score: Raw -940973.959682 + Penalty 2933.468490 = -938040.491193
  nChanged 3
		SP:Iteration 32Q (114262.760000 sec): 3 clusters
  Score: Raw -940977.750399 + Penalty 2933.468490 = -938044.281910
  nChanged 3
		SP:Iteration 33Q (114262.980000 sec): 3 clusters
  Score: Raw -940980.037766 + Penalty 2933.468490 = -938046.569276
  nChanged 2
		SP:Iteration 34Q (114263.220000 sec): 3 clusters
  Score: Raw -940981.349896 + Penalty 2933.468490 = -938047.881406
  nChanged 2
		SP:Iteration 35Q (114263.380000 sec): 3 clusters
  Score: Raw -940983.341912 + Penalty 2933.468490 = -938049.873422
  nChanged 1
		SP:Iteration 36Q (114263.610000 sec): 3 clusters
  Score: Raw -940983.916101 + Penalty 2933.468490 = -938050.447611
  nChanged 0
		SP:Iteration 37F (114263.800000 sec): 3 clusters
  Score: Raw -940983.916101 + Penalty 2933.468490 = -938050.447611
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (2259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114263.930000 sec): 2 clusters
  Score: Raw -206978.100492 + Penalty 1254.935096 = -205723.165396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114264.110000 sec): 3 clusters
  Score: Raw -206082.717328 + Penalty 2509.870193 = -203572.847135
  nChanged 805
		SP:Iteration 1F (114264.310000 sec): 3 clusters
  Score: Raw -206909.416037 + Penalty 2509.870193 = -204399.545844
  nChanged 250
		SP:Iteration 2F (114264.450000 sec): 3 clusters
  Score: Raw -207324.472838 + Penalty 2509.870193 = -204814.602645
  nChanged 191
		SP:Iteration 3F (114264.670000 sec): 3 clusters
  Score: Raw -207588.241404 + Penalty 2509.870193 = -205078.371211
  nChanged 135
		SP:Iteration 4F (114264.840000 sec): 3 clusters
  Score: Raw -207703.528829 + Penalty 2509.870193 = -205193.658636
  nChanged 74
		SP:Iteration 5Q (114265.030000 sec): 3 clusters
  Score: Raw -207754.101322 + Penalty 2509.870193 = -205244.231129
  nChanged 45
		SP:Iteration 6Q (114265.170000 sec): 3 clusters
  Score: Raw -207782.686004 + Penalty 2509.870193 = -205272.815811
  nChanged 30
		SP:Iteration 7Q (114265.350000 sec): 3 clusters
  Score: Raw -207803.894146 + Penalty 2509.870193 = -205294.023953
  nChanged 21
		SP:Iteration 8Q (114265.540000 sec): 3 clusters
  Score: Raw -207821.536632 + Penalty 2509.870193 = -205311.666439
  nChanged 27
		SP:Iteration 9Q (114265.690000 sec): 3 clusters
  Score: Raw -207836.454566 + Penalty 2509.870193 = -205326.584373
  nChanged 25
		SP:Iteration 10Q (114265.890000 sec): 3 clusters
  Score: Raw -207850.585590 + Penalty 2509.870193 = -205340.715397
  nChanged 20
		SP:Iteration 11Q (114266.060000 sec): 3 clusters
  Score: Raw -207865.507946 + Penalty 2509.870193 = -205355.637753
  nChanged 23
		SP:Iteration 12Q (114266.230000 sec): 3 clusters
  Score: Raw -207880.415911 + Penalty 2509.870193 = -205370.545719
  nChanged 22
		SP:Iteration 13Q (114266.430000 sec): 3 clusters
  Score: Raw -207893.822087 + Penalty 2509.870193 = -205383.951894
  nChanged 21
		SP:Iteration 14Q (114266.610000 sec): 3 clusters
  Score: Raw -207916.084348 + Penalty 2509.870193 = -205406.214155
  nChanged 22
		SP:Iteration 15Q (114266.810000 sec): 3 clusters
  Score: Raw -207933.922914 + Penalty 2509.870193 = -205424.052722
  nChanged 25
		SP:Iteration 16Q (114267.010000 sec): 3 clusters
  Score: Raw -207950.338736 + Penalty 2509.870193 = -205440.468543
  nChanged 25
		SP:Iteration 17Q (114267.160000 sec): 3 clusters
  Score: Raw -207962.999718 + Penalty 2509.870193 = -205453.129525
  nChanged 16
		SP:Iteration 18Q (114267.350000 sec): 3 clusters
  Score: Raw -207973.259671 + Penalty 2509.870193 = -205463.389479
  nChanged 14
		SP:Iteration 19Q (114267.550000 sec): 3 clusters
  Score: Raw -207985.873777 + Penalty 2509.870193 = -205476.003584
  nChanged 19
		SP:Iteration 20F (114267.700000 sec): 3 clusters
  Score: Raw -208005.042486 + Penalty 2509.870193 = -205495.172294
  nChanged 21
		SP:Iteration 21Q (114267.910000 sec): 3 clusters
  Score: Raw -208023.363578 + Penalty 2509.870193 = -205513.493386
  nChanged 20
		SP:Iteration 22Q (114268.060000 sec): 3 clusters
  Score: Raw -208040.609297 + Penalty 2509.870193 = -205530.739104
  nChanged 19
		SP:Iteration 23Q (114268.210000 sec): 3 clusters
  Score: Raw -208055.252932 + Penalty 2509.870193 = -205545.382739
  nChanged 16
		SP:Iteration 24Q (114268.390000 sec): 3 clusters
  Score: Raw -208065.093230 + Penalty 2509.870193 = -205555.223038
  nChanged 14
		SP:Iteration 25Q (114268.580000 sec): 3 clusters
  Score: Raw -208070.030318 + Penalty 2509.870193 = -205560.160125
  nChanged 9
		SP:Iteration 26Q (114268.740000 sec): 3 clusters
  Score: Raw -208072.977017 + Penalty 2509.870193 = -205563.106825
  nChanged 4
		SP:Iteration 27Q (114268.920000 sec): 3 clusters
  Score: Raw -208075.186118 + Penalty 2509.870193 = -205565.315925
  nChanged 5
		SP:Iteration 28Q (114269.070000 sec): 3 clusters
  Score: Raw -208078.270903 + Penalty 2509.870193 = -205568.400711
  nChanged 5
		SP:Iteration 29Q (114269.250000 sec): 3 clusters
  Score: Raw -208079.654004 + Penalty 2509.870193 = -205569.783811
  nChanged 0
		SP:Iteration 30F (114269.430000 sec): 3 clusters
  Score: Raw -208079.654004 + Penalty 2509.870193 = -205569.783811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114269.570000 sec): 2 clusters
  Score: Raw -552936.049472 + Penalty 1395.038424 = -551541.011048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114269.770000 sec): 3 clusters
  Score: Raw -550175.716925 + Penalty 2790.076848 = -547385.640077
  nChanged 2189
		SP:Iteration 1F (114269.960000 sec): 3 clusters
  Score: Raw -551671.756564 + Penalty 2790.076848 = -548881.679716
  nChanged 488
		SP:Iteration 2F (114270.130000 sec): 3 clusters
  Score: Raw -552131.903840 + Penalty 2790.076848 = -549341.826992
  nChanged 397
		SP:Iteration 3F (114270.340000 sec): 3 clusters
  Score: Raw -552478.425839 + Penalty 2790.076848 = -549688.348991
  nChanged 315
		SP:Iteration 4F (114270.530000 sec): 3 clusters
  Score: Raw -552692.414121 + Penalty 2790.076848 = -549902.337273
  nChanged 246
		SP:Iteration 5Q (114270.700000 sec): 3 clusters
  Score: Raw -552836.041937 + Penalty 2790.076848 = -550045.965089
  nChanged 200
		SP:Iteration 6Q (114270.880000 sec): 3 clusters
  Score: Raw -552950.304905 + Penalty 2790.076848 = -550160.228057
  nChanged 160
		SP:Iteration 7Q (114271.070000 sec): 3 clusters
  Score: Raw -553031.382366 + Penalty 2790.076848 = -550241.305518
  nChanged 104
		SP:Iteration 8Q (114271.250000 sec): 3 clusters
  Score: Raw -553079.561388 + Penalty 2790.076848 = -550289.484540
  nChanged 95
		SP:Iteration 9Q (114271.430000 sec): 3 clusters
  Score: Raw -553119.690886 + Penalty 2790.076848 = -550329.614038
  nChanged 85
		SP:Iteration 10Q (114271.650000 sec): 3 clusters
  Score: Raw -553157.661689 + Penalty 2790.076848 = -550367.584841
  nChanged 77
		SP:Iteration 11Q (114271.820000 sec): 3 clusters
  Score: Raw -553187.490856 + Penalty 2790.076848 = -550397.414008
  nChanged 76
		SP:Iteration 12Q (114272.030000 sec): 3 clusters
  Score: Raw -553217.327342 + Penalty 2790.076848 = -550427.250494
  nChanged 57
		SP:Iteration 13Q (114272.240000 sec): 3 clusters
  Score: Raw -553241.232321 + Penalty 2790.076848 = -550451.155474
  nChanged 67
		SP:Iteration 14Q (114272.410000 sec): 3 clusters
  Score: Raw -553274.479410 + Penalty 2790.076848 = -550484.402562
  nChanged 80
		SP:Iteration 15Q (114272.590000 sec): 3 clusters
  Score: Raw -553310.550399 + Penalty 2790.076848 = -550520.473551
  nChanged 79
		SP:Iteration 16Q (114272.820000 sec): 3 clusters
  Score: Raw -553348.003670 + Penalty 2790.076848 = -550557.926822
  nChanged 72
		SP:Iteration 17Q (114273.010000 sec): 3 clusters
  Score: Raw -553385.118095 + Penalty 2790.076848 = -550595.041247
  nChanged 75
		SP:Iteration 18Q (114273.150000 sec): 3 clusters
  Score: Raw -553427.952563 + Penalty 2790.076848 = -550637.875715
  nChanged 84
		SP:Iteration 19Q (114273.340000 sec): 3 clusters
  Score: Raw -553472.591826 + Penalty 2790.076848 = -550682.514978
  nChanged 80
		SP:Iteration 20F (114273.500000 sec): 3 clusters
  Score: Raw -553505.846490 + Penalty 2790.076848 = -550715.769642
  nChanged 65
		SP:Iteration 21Q (114273.730000 sec): 3 clusters
  Score: Raw -553532.073203 + Penalty 2790.076848 = -550741.996355
  nChanged 52
		SP:Iteration 22Q (114273.890000 sec): 3 clusters
  Score: Raw -553552.026009 + Penalty 2790.076848 = -550761.949162
  nChanged 43
		SP:Iteration 23Q (114274.090000 sec): 3 clusters
  Score: Raw -553566.466051 + Penalty 2790.076848 = -550776.389203
  nChanged 37
		SP:Iteration 24Q (114274.270000 sec): 3 clusters
  Score: Raw -553578.648833 + Penalty 2790.076848 = -550788.571985
  nChanged 33
		SP:Iteration 25Q (114274.440000 sec): 3 clusters
  Score: Raw -553590.377125 + Penalty 2790.076848 = -550800.300277
  nChanged 32
		SP:Iteration 26Q (114274.660000 sec): 3 clusters
  Score: Raw -553599.104103 + Penalty 2790.076848 = -550809.027255
  nChanged 25
		SP:Iteration 27Q (114274.860000 sec): 3 clusters
  Score: Raw -553604.672288 + Penalty 2790.076848 = -550814.595440
  nChanged 19
		SP:Iteration 28Q (114275.060000 sec): 3 clusters
  Score: Raw -553609.792451 + Penalty 2790.076848 = -550819.715603
  nChanged 17
		SP:Iteration 29Q (114275.230000 sec): 3 clusters
  Score: Raw -553613.632272 + Penalty 2790.076848 = -550823.555424
  nChanged 19
		SP:Iteration 30Q (114275.440000 sec): 3 clusters
  Score: Raw -553619.098358 + Penalty 2790.076848 = -550829.021510
  nChanged 11
		SP:Iteration 31Q (114275.650000 sec): 3 clusters
  Score: Raw -553621.783971 + Penalty 2790.076848 = -550831.707123
  nChanged 16
		SP:Iteration 32Q (114275.840000 sec): 3 clusters
  Score: Raw -553625.109806 + Penalty 2790.076848 = -550835.032958
  nChanged 12
		SP:Iteration 33Q (114276.050000 sec): 3 clusters
  Score: Raw -553627.631407 + Penalty 2790.076848 = -550837.554559
  nChanged 8
		SP:Iteration 34Q (114276.200000 sec): 3 clusters
  Score: Raw -553629.837234 + Penalty 2790.076848 = -550839.760386
  nChanged 7
		SP:Iteration 35Q (114276.390000 sec): 3 clusters
  Score: Raw -553630.853670 + Penalty 2790.076848 = -550840.776822
  nChanged 5
		SP:Iteration 36Q (114276.590000 sec): 3 clusters
  Score: Raw -553632.253733 + Penalty 2790.076848 = -550842.176885
  nChanged 10
		SP:Iteration 37Q (114276.810000 sec): 3 clusters
  Score: Raw -553635.541549 + Penalty 2790.076848 = -550845.464701
  nChanged 13
		SP:Iteration 38Q (114277.040000 sec): 3 clusters
  Score: Raw -553637.968265 + Penalty 2790.076848 = -550847.891417
  nChanged 16
		SP:Iteration 39Q (114277.230000 sec): 3 clusters
  Score: Raw -553641.597351 + Penalty 2790.076848 = -550851.520503
  nChanged 17
		SP:Iteration 40F (114277.400000 sec): 3 clusters
  Score: Raw -553645.743266 + Penalty 2790.076848 = -550855.666418
  nChanged 12
		SP:Iteration 41Q (114277.570000 sec): 3 clusters
  Score: Raw -553647.717544 + Penalty 2790.076848 = -550857.640696
  nChanged 7
		SP:Iteration 42Q (114277.750000 sec): 3 clusters
  Score: Raw -553649.363519 + Penalty 2790.076848 = -550859.286672
  nChanged 11
		SP:Iteration 43Q (114277.920000 sec): 3 clusters
  Score: Raw -553652.187042 + Penalty 2790.076848 = -550862.110194
  nChanged 10
		SP:Iteration 44Q (114278.130000 sec): 3 clusters
  Score: Raw -553654.641083 + Penalty 2790.076848 = -550864.564235
  nChanged 7
		SP:Iteration 45Q (114278.330000 sec): 3 clusters
  Score: Raw -553655.729688 + Penalty 2790.076848 = -550865.652840
  nChanged 6
		SP:Iteration 46Q (114278.470000 sec): 3 clusters
  Score: Raw -553656.699597 + Penalty 2790.076848 = -550866.622749
  nChanged 5
		SP:Iteration 47Q (114278.630000 sec): 3 clusters
  Score: Raw -553657.385397 + Penalty 2790.076848 = -550867.308549
  nChanged 2
		SP:Iteration 48Q (114278.810000 sec): 3 clusters
  Score: Raw -553657.643064 + Penalty 2790.076848 = -550867.566216
  nChanged 3
		SP:Iteration 49Q (114278.960000 sec): 3 clusters
  Score: Raw -553658.282975 + Penalty 2790.076848 = -550868.206127
  nChanged 5
		SP:Iteration 50Q (114279.140000 sec): 3 clusters
  Score: Raw -553659.421187 + Penalty 2790.076848 = -550869.344339
  nChanged 3
		SP:Iteration 51Q (114279.300000 sec): 3 clusters
  Score: Raw -553659.759320 + Penalty 2790.076848 = -550869.682472
  nChanged 1
		SP:Iteration 52Q (114279.450000 sec): 3 clusters
  Score: Raw -553659.880510 + Penalty 2790.076848 = -550869.803662
  nChanged 2
		SP:Iteration 53Q (114279.600000 sec): 3 clusters
  Score: Raw -553659.964766 + Penalty 2790.076848 = -550869.887918
  nChanged 1
		SP:Iteration 54Q (114279.750000 sec): 3 clusters
  Score: Raw -553660.166754 + Penalty 2790.076848 = -550870.089906
  nChanged 0
		SP:Iteration 55F (114279.940000 sec): 3 clusters
  Score: Raw -553660.166754 + Penalty 2790.076848 = -550870.089906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (60150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114280.340000 sec): 2 clusters
  Score: Raw -6630148.510675 + Penalty 1788.246967 = -6628360.263708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114280.800000 sec): 3 clusters
  Score: Raw -6591891.285699 + Penalty 3576.493934 = -6588314.791764
  nChanged 28162
		SP:Iteration 1F (114281.280000 sec): 3 clusters
  Score: Raw -6607955.632838 + Penalty 3576.493934 = -6604379.138903
  nChanged 2090
		SP:Iteration 2Q (114281.810000 sec): 3 clusters
  Score: Raw -6608480.134207 + Penalty 3576.493934 = -6604903.640272
  nChanged 2103
		SP:Iteration 3Q (114282.420000 sec): 3 clusters
  Score: Raw -6609097.988872 + Penalty 3576.493934 = -6605521.494937
  nChanged 2414
		SP:Iteration 4Q (114283.030000 sec): 3 clusters
  Score: Raw -6609968.405781 + Penalty 3576.493934 = -6606391.911846
  nChanged 2879
		SP:Iteration 5Q (114283.540000 sec): 3 clusters
  Score: Raw -6611240.698408 + Penalty 3576.493934 = -6607664.204473
  nChanged 3350
		SP:Iteration 6F (114284.020000 sec): 3 clusters
  Score: Raw -6613002.438745 + Penalty 3576.493934 = -6609425.944810
  nChanged 3816
		SP:Iteration 7F (114284.550000 sec): 3 clusters
  Score: Raw -6615139.755908 + Penalty 3576.493934 = -6611563.261973
  nChanged 3829
		SP:Iteration 8F (114285.040000 sec): 3 clusters
  Score: Raw -6617236.247261 + Penalty 3576.493934 = -6613659.753327
  nChanged 3467
		SP:Iteration 9F (114285.570000 sec): 3 clusters
  Score: Raw -6618821.903618 + Penalty 3576.493934 = -6615245.409684
  nChanged 2648
		SP:Iteration 10Q (114286.130000 sec): 3 clusters
  Score: Raw -6619814.631122 + Penalty 3576.493934 = -6616238.137187
  nChanged 2041
		SP:Iteration 11Q (114286.720000 sec): 3 clusters
  Score: Raw -6620494.609423 + Penalty 3576.493934 = -6616918.115488
  nChanged 1659
		SP:Iteration 12Q (114287.210000 sec): 3 clusters
  Score: Raw -6621070.061951 + Penalty 3576.493934 = -6617493.568016
  nChanged 1601
		SP:Iteration 13Q (114287.660000 sec): 3 clusters
  Score: Raw -6621676.240041 + Penalty 3576.493934 = -6618099.746106
  nChanged 1566
		SP:Iteration 14Q (114288.140000 sec): 3 clusters
  Score: Raw -6622307.163400 + Penalty 3576.493934 = -6618730.669466
  nChanged 1643
		SP:Iteration 15Q (114288.690000 sec): 3 clusters
  Score: Raw -6623071.062395 + Penalty 3576.493934 = -6619494.568461
  nChanged 1702
		SP:Iteration 16Q (114289.180000 sec): 3 clusters
  Score: Raw -6624016.583792 + Penalty 3576.493934 = -6620440.089857
  nChanged 1751
		SP:Iteration 17Q (114289.670000 sec): 3 clusters
  Score: Raw -6625161.756432 + Penalty 3576.493934 = -6621585.262498
  nChanged 1654
		SP:Iteration 18Q (114290.100000 sec): 3 clusters
  Score: Raw -6626409.917717 + Penalty 3576.493934 = -6622833.423782
  nChanged 1480
		SP:Iteration 19Q (114290.570000 sec): 3 clusters
  Score: Raw -6627707.707512 + Penalty 3576.493934 = -6624131.213578
  nChanged 1170
		SP:Iteration 20F (114291.060000 sec): 3 clusters
  Score: Raw -6628928.357481 + Penalty 3576.493934 = -6625351.863547
  nChanged 865
		SP:Iteration 21Q (114291.520000 sec): 3 clusters
  Score: Raw -6629789.941837 + Penalty 3576.493934 = -6626213.447903
  nChanged 598
		SP:Iteration 22Q (114292.000000 sec): 3 clusters
  Score: Raw -6630193.438250 + Penalty 3576.493934 = -6626616.944316
  nChanged 396
		SP:Iteration 23Q (114292.460000 sec): 3 clusters
  Score: Raw -6630384.599131 + Penalty 3576.493934 = -6626808.105197
  nChanged 311
		SP:Iteration 24Q (114292.880000 sec): 3 clusters
  Score: Raw -6630516.422146 + Penalty 3576.493934 = -6626939.928211
  nChanged 225
		SP:Iteration 25Q (114293.330000 sec): 3 clusters
  Score: Raw -6630605.595415 + Penalty 3576.493934 = -6627029.101481
  nChanged 186
		SP:Iteration 26Q (114293.740000 sec): 3 clusters
  Score: Raw -6630674.342764 + Penalty 3576.493934 = -6627097.848830
  nChanged 160
		SP:Iteration 27Q (114294.180000 sec): 3 clusters
  Score: Raw -6630722.910963 + Penalty 3576.493934 = -6627146.417028
  nChanged 134
		SP:Iteration 28Q (114294.620000 sec): 3 clusters
  Score: Raw -6630761.518861 + Penalty 3576.493934 = -6627185.024926
  nChanged 116
		SP:Iteration 29Q (114295.090000 sec): 3 clusters
  Score: Raw -6630796.236252 + Penalty 3576.493934 = -6627219.742317
  nChanged 102
		SP:Iteration 30Q (114295.560000 sec): 3 clusters
  Score: Raw -6630818.829010 + Penalty 3576.493934 = -6627242.335076
  nChanged 84
		SP:Iteration 31Q (114296.020000 sec): 3 clusters
  Score: Raw -6630836.065784 + Penalty 3576.493934 = -6627259.571850
  nChanged 64
		SP:Iteration 32Q (114296.500000 sec): 3 clusters
  Score: Raw -6630848.011827 + Penalty 3576.493934 = -6627271.517893
  nChanged 63
		SP:Iteration 33Q (114296.930000 sec): 3 clusters
  Score: Raw -6630858.013361 + Penalty 3576.493934 = -6627281.519426
  nChanged 55
		SP:Iteration 34Q (114297.440000 sec): 3 clusters
  Score: Raw -6630867.038284 + Penalty 3576.493934 = -6627290.544349
  nChanged 52
		SP:Iteration 35Q (114297.910000 sec): 3 clusters
  Score: Raw -6630877.081696 + Penalty 3576.493934 = -6627300.587762
  nChanged 55
		SP:Iteration 36Q (114298.420000 sec): 3 clusters
  Score: Raw -6630886.157356 + Penalty 3576.493934 = -6627309.663422
  nChanged 48
		SP:Iteration 37Q (114298.900000 sec): 3 clusters
  Score: Raw -6630893.445264 + Penalty 3576.493934 = -6627316.951329
  nChanged 51
		SP:Iteration 38Q (114299.400000 sec): 3 clusters
  Score: Raw -6630900.822188 + Penalty 3576.493934 = -6627324.328253
  nChanged 42
		SP:Iteration 39Q (114299.860000 sec): 3 clusters
  Score: Raw -6630906.736526 + Penalty 3576.493934 = -6627330.242591
  nChanged 31
		SP:Iteration 40F (114300.370000 sec): 3 clusters
  Score: Raw -6630910.474228 + Penalty 3576.493934 = -6627333.980294
  nChanged 23
		SP:Iteration 41Q (114300.880000 sec): 3 clusters
  Score: Raw -6630913.729741 + Penalty 3576.493934 = -6627337.235807
  nChanged 21
		SP:Iteration 42Q (114301.380000 sec): 3 clusters
  Score: Raw -6630916.007757 + Penalty 3576.493934 = -6627339.513822
  nChanged 12
		SP:Iteration 43Q (114301.850000 sec): 3 clusters
  Score: Raw -6630917.393137 + Penalty 3576.493934 = -6627340.899203
  nChanged 11
		SP:Iteration 44Q (114302.300000 sec): 3 clusters
  Score: Raw -6630918.645774 + Penalty 3576.493934 = -6627342.151839
  nChanged 17
		SP:Iteration 45Q (114302.790000 sec): 3 clusters
  Score: Raw -6630920.768868 + Penalty 3576.493934 = -6627344.274933
  nChanged 13
		SP:Iteration 46Q (114303.320000 sec): 3 clusters
  Score: Raw -6630922.481285 + Penalty 3576.493934 = -6627345.987351
  nChanged 17
		SP:Iteration 47Q (114303.790000 sec): 3 clusters
  Score: Raw -6630925.079655 + Penalty 3576.493934 = -6627348.585721
  nChanged 19
		SP:Iteration 48Q (114304.250000 sec): 3 clusters
  Score: Raw -6630927.458882 + Penalty 3576.493934 = -6627350.964948
  nChanged 18
		SP:Iteration 49Q (114304.660000 sec): 3 clusters
  Score: Raw -6630929.462054 + Penalty 3576.493934 = -6627352.968119
  nChanged 14
		SP:Iteration 50Q (114305.080000 sec): 3 clusters
  Score: Raw -6630931.136359 + Penalty 3576.493934 = -6627354.642425
  nChanged 10
		SP:Iteration 51Q (114305.520000 sec): 3 clusters
  Score: Raw -6630933.168053 + Penalty 3576.493934 = -6627356.674118
  nChanged 12
		SP:Iteration 52Q (114305.970000 sec): 3 clusters
  Score: Raw -6630935.238644 + Penalty 3576.493934 = -6627358.744710
  nChanged 13
		SP:Iteration 53Q (114306.490000 sec): 3 clusters
  Score: Raw -6630937.064989 + Penalty 3576.493934 = -6627360.571054
  nChanged 11
		SP:Iteration 54Q (114307.000000 sec): 3 clusters
  Score: Raw -6630939.002698 + Penalty 3576.493934 = -6627362.508763
  nChanged 8
		SP:Iteration 55Q (114307.470000 sec): 3 clusters
  Score: Raw -6630940.129747 + Penalty 3576.493934 = -6627363.635813
  nChanged 11
		SP:Iteration 56Q (114307.960000 sec): 3 clusters
  Score: Raw -6630941.509919 + Penalty 3576.493934 = -6627365.015985
  nChanged 10
		SP:Iteration 57Q (114308.450000 sec): 3 clusters
  Score: Raw -6630942.779921 + Penalty 3576.493934 = -6627366.285986
  nChanged 11
		SP:Iteration 58Q (114308.910000 sec): 3 clusters
  Score: Raw -6630944.081111 + Penalty 3576.493934 = -6627367.587177
  nChanged 9
		SP:Iteration 59Q (114309.400000 sec): 3 clusters
  Score: Raw -6630944.942436 + Penalty 3576.493934 = -6627368.448501
  nChanged 1
		SP:Iteration 60F (114309.940000 sec): 3 clusters
  Score: Raw -6630945.029435 + Penalty 3576.493934 = -6627368.535501
  nChanged 1
		SP:Iteration 61Q (114310.440000 sec): 3 clusters
  Score: Raw -6630945.188061 + Penalty 3576.493934 = -6627368.694127
  nChanged 1
		SP:Iteration 62Q (114310.930000 sec): 3 clusters
  Score: Raw -6630945.281673 + Penalty 3576.493934 = -6627368.787738
  nChanged 2
		SP:Iteration 63Q (114311.390000 sec): 3 clusters
  Score: Raw -6630945.607540 + Penalty 3576.493934 = -6627369.113605
  nChanged 3
		SP:Iteration 64Q (114311.860000 sec): 3 clusters
  Score: Raw -6630946.318833 + Penalty 3576.493934 = -6627369.824898
  nChanged 10
		SP:Iteration 65Q (114312.310000 sec): 3 clusters
  Score: Raw -6630947.181059 + Penalty 3576.493934 = -6627370.687124
  nChanged 5
		SP:Iteration 66Q (114312.790000 sec): 3 clusters
  Score: Raw -6630947.674097 + Penalty 3576.493934 = -6627371.180162
  nChanged 5
		SP:Iteration 67Q (114313.270000 sec): 3 clusters
  Score: Raw -6630948.365266 + Penalty 3576.493934 = -6627371.871332
  nChanged 5
		SP:Iteration 68Q (114313.710000 sec): 3 clusters
  Score: Raw -6630948.974823 + Penalty 3576.493934 = -6627372.480888
  nChanged 8
		SP:Iteration 69Q (114314.210000 sec): 3 clusters
  Score: Raw -6630950.128863 + Penalty 3576.493934 = -6627373.634928
  nChanged 10
		SP:Iteration 70Q (114314.660000 sec): 3 clusters
  Score: Raw -6630951.087542 + Penalty 3576.493934 = -6627374.593607
  nChanged 9
		SP:Iteration 71Q (114315.080000 sec): 3 clusters
  Score: Raw -6630952.141815 + Penalty 3576.493934 = -6627375.647881
  nChanged 7
		SP:Iteration 72Q (114315.560000 sec): 3 clusters
  Score: Raw -6630952.830144 + Penalty 3576.493934 = -6627376.336209
  nChanged 7
		SP:Iteration 73Q (114316.040000 sec): 3 clusters
  Score: Raw -6630953.552558 + Penalty 3576.493934 = -6627377.058623
  nChanged 4
		SP:Iteration 74Q (114316.520000 sec): 3 clusters
  Score: Raw -6630953.970019 + Penalty 3576.493934 = -6627377.476084
  nChanged 2
		SP:Iteration 75Q (114317.000000 sec): 3 clusters
  Score: Raw -6630954.178932 + Penalty 3576.493934 = -6627377.684998
  nChanged 2
		SP:Iteration 76Q (114317.430000 sec): 3 clusters
  Score: Raw -6630954.245604 + Penalty 3576.493934 = -6627377.751670
  nChanged 1
		SP:Iteration 77Q (114317.840000 sec): 3 clusters
  Score: Raw -6630954.279605 + Penalty 3576.493934 = -6627377.785671
  nChanged 0
		SP:Iteration 78F (114318.280000 sec): 3 clusters
  Score: Raw -6630954.279605 + Penalty 3576.493934 = -6627377.785671
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114318.420000 sec): 2 clusters
  Score: Raw -24363.923422 + Penalty 893.954459 = -23469.968963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114318.600000 sec): 3 clusters
  Score: Raw -24515.134424 + Penalty 1787.908918 = -22727.225506
  nChanged 56
		SP:Iteration 1F (114318.760000 sec): 3 clusters
  Score: Raw -24663.855818 + Penalty 1787.908918 = -22875.946900
  nChanged 18
		SP:Iteration 2F (114318.950000 sec): 3 clusters
  Score: Raw -24722.198923 + Penalty 1787.908918 = -22934.290005
  nChanged 8
		SP:Iteration 3Q (114319.090000 sec): 3 clusters
  Score: Raw -24801.969480 + Penalty 1787.908918 = -23014.060562
  nChanged 3
		SP:Iteration 4Q (114319.300000 sec): 3 clusters
  Score: Raw -24817.748754 + Penalty 1787.908918 = -23029.839836
  nChanged 2
		SP:Iteration 5Q (114319.480000 sec): 3 clusters
  Score: Raw -24825.117159 + Penalty 1787.908918 = -23037.208241
  nChanged 1
		SP:Iteration 6Q (114319.610000 sec): 3 clusters
  Score: Raw -24829.477632 + Penalty 1787.908918 = -23041.568713
  nChanged 0
		SP:Iteration 7F (114319.750000 sec): 3 clusters
  Score: Raw -24829.477632 + Penalty 1787.908918 = -23041.568713
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (13672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114319.950000 sec): 2 clusters
  Score: Raw -1510933.924523 + Penalty 1547.504599 = -1509386.419924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114320.160000 sec): 3 clusters
  Score: Raw -1503051.821375 + Penalty 3095.009198 = -1499956.812177
  nChanged 5884
		SP:Iteration 1F (114320.430000 sec): 3 clusters
  Score: Raw -1506262.660016 + Penalty 3095.009198 = -1503167.650818
  nChanged 786
		SP:Iteration 2F (114320.680000 sec): 3 clusters
  Score: Raw -1506601.411673 + Penalty 3095.009198 = -1503506.402475
  nChanged 717
		SP:Iteration 3F (114320.980000 sec): 3 clusters
  Score: Raw -1506904.771990 + Penalty 3095.009198 = -1503809.762792
  nChanged 646
		SP:Iteration 4Q (114321.220000 sec): 3 clusters
  Score: Raw -1507174.821241 + Penalty 3095.009198 = -1504079.812043
  nChanged 580
		SP:Iteration 5Q (114321.460000 sec): 3 clusters
  Score: Raw -1507411.699471 + Penalty 3095.009198 = -1504316.690273
  nChanged 530
		SP:Iteration 6Q (114321.640000 sec): 3 clusters
  Score: Raw -1507643.011580 + Penalty 3095.009198 = -1504548.002382
  nChanged 538
		SP:Iteration 7Q (114321.860000 sec): 3 clusters
  Score: Raw -1507866.358437 + Penalty 3095.009198 = -1504771.349239
  nChanged 511
		SP:Iteration 8Q (114322.130000 sec): 3 clusters
  Score: Raw -1508071.895121 + Penalty 3095.009198 = -1504976.885923
  nChanged 485
		SP:Iteration 9Q (114322.390000 sec): 3 clusters
  Score: Raw -1508277.754478 + Penalty 3095.009198 = -1505182.745280
  nChanged 492
		SP:Iteration 10Q (114322.620000 sec): 3 clusters
  Score: Raw -1508470.576691 + Penalty 3095.009198 = -1505375.567493
  nChanged 449
		SP:Iteration 11Q (114322.900000 sec): 3 clusters
  Score: Raw -1508664.273064 + Penalty 3095.009198 = -1505569.263866
  nChanged 432
		SP:Iteration 12Q (114323.120000 sec): 3 clusters
  Score: Raw -1508852.607401 + Penalty 3095.009198 = -1505757.598203
  nChanged 409
		SP:Iteration 13Q (114323.430000 sec): 3 clusters
  Score: Raw -1509024.908684 + Penalty 3095.009198 = -1505929.899486
  nChanged 394
		SP:Iteration 14Q (114323.690000 sec): 3 clusters
  Score: Raw -1509191.505593 + Penalty 3095.009198 = -1506096.496395
  nChanged 378
		SP:Iteration 15Q (114323.920000 sec): 3 clusters
  Score: Raw -1509342.064506 + Penalty 3095.009198 = -1506247.055308
  nChanged 357
		SP:Iteration 16Q (114324.160000 sec): 3 clusters
  Score: Raw -1509496.143102 + Penalty 3095.009198 = -1506401.133904
  nChanged 391
		SP:Iteration 17Q (114324.450000 sec): 3 clusters
  Score: Raw -1509675.509316 + Penalty 3095.009198 = -1506580.500118
  nChanged 373
		SP:Iteration 18Q (114324.660000 sec): 3 clusters
  Score: Raw -1509841.992085 + Penalty 3095.009198 = -1506746.982887
  nChanged 354
		SP:Iteration 19Q (114324.920000 sec): 3 clusters
  Score: Raw -1510007.726972 + Penalty 3095.009198 = -1506912.717774
  nChanged 349
		SP:Iteration 20F (114325.150000 sec): 3 clusters
  Score: Raw -1510158.660478 + Penalty 3095.009198 = -1507063.651280
  nChanged 322
		SP:Iteration 21Q (114325.420000 sec): 3 clusters
  Score: Raw -1510303.150772 + Penalty 3095.009198 = -1507208.141574
  nChanged 315
		SP:Iteration 22Q (114325.640000 sec): 3 clusters
  Score: Raw -1510449.099546 + Penalty 3095.009198 = -1507354.090348
  nChanged 295
		SP:Iteration 23Q (114325.880000 sec): 3 clusters
  Score: Raw -1510589.998676 + Penalty 3095.009198 = -1507494.989477
  nChanged 274
		SP:Iteration 24Q (114326.140000 sec): 3 clusters
  Score: Raw -1510728.543658 + Penalty 3095.009198 = -1507633.534460
  nChanged 261
		SP:Iteration 25Q (114326.330000 sec): 3 clusters
  Score: Raw -1510865.783892 + Penalty 3095.009198 = -1507770.774694
  nChanged 241
		SP:Iteration 26Q (114326.510000 sec): 3 clusters
  Score: Raw -1510978.177998 + Penalty 3095.009198 = -1507883.168800
  nChanged 189
		SP:Iteration 27Q (114326.750000 sec): 3 clusters
  Score: Raw -1511073.238538 + Penalty 3095.009198 = -1507978.229340
  nChanged 167
		SP:Iteration 28Q (114326.940000 sec): 3 clusters
  Score: Raw -1511161.055017 + Penalty 3095.009198 = -1508066.045819
  nChanged 143
		SP:Iteration 29Q (114327.200000 sec): 3 clusters
  Score: Raw -1511236.647921 + Penalty 3095.009198 = -1508141.638723
  nChanged 126
		SP:Iteration 30Q (114327.420000 sec): 3 clusters
  Score: Raw -1511305.585572 + Penalty 3095.009198 = -1508210.576374
  nChanged 102
		SP:Iteration 31Q (114327.630000 sec): 3 clusters
  Score: Raw -1511357.889626 + Penalty 3095.009198 = -1508262.880428
  nChanged 79
		SP:Iteration 32Q (114327.880000 sec): 3 clusters
  Score: Raw -1511395.911353 + Penalty 3095.009198 = -1508300.902155
  nChanged 55
		SP:Iteration 33Q (114328.120000 sec): 3 clusters
  Score: Raw -1511427.404777 + Penalty 3095.009198 = -1508332.395579
  nChanged 50
		SP:Iteration 34Q (114328.350000 sec): 3 clusters
  Score: Raw -1511459.564328 + Penalty 3095.009198 = -1508364.555130
  nChanged 63
		SP:Iteration 35Q (114328.560000 sec): 3 clusters
  Score: Raw -1511517.305903 + Penalty 3095.009198 = -1508422.296705
  nChanged 56
		SP:Iteration 36Q (114328.780000 sec): 3 clusters
  Score: Raw -1511563.920831 + Penalty 3095.009198 = -1508468.911633
  nChanged 42
		SP:Iteration 37Q (114328.970000 sec): 3 clusters
  Score: Raw -1511591.355520 + Penalty 3095.009198 = -1508496.346322
  nChanged 28
		SP:Iteration 38Q (114329.160000 sec): 3 clusters
  Score: Raw -1511612.933666 + Penalty 3095.009198 = -1508517.924468
  nChanged 21
		SP:Iteration 39Q (114329.360000 sec): 3 clusters
  Score: Raw -1511625.266095 + Penalty 3095.009198 = -1508530.256897
  nChanged 16
		SP:Iteration 40F (114329.660000 sec): 3 clusters
  Score: Raw -1511632.969963 + Penalty 3095.009198 = -1508537.960765
  nChanged 19
		SP:Iteration 41Q (114329.870000 sec): 3 clusters
  Score: Raw -1511642.998521 + Penalty 3095.009198 = -1508547.989323
  nChanged 18
		SP:Iteration 42Q (114330.190000 sec): 3 clusters
  Score: Raw -1511651.953090 + Penalty 3095.009198 = -1508556.943892
  nChanged 14
		SP:Iteration 43Q (114330.360000 sec): 3 clusters
  Score: Raw -1511659.855849 + Penalty 3095.009198 = -1508564.846651
  nChanged 14
		SP:Iteration 44Q (114330.620000 sec): 3 clusters
  Score: Raw -1511667.314656 + Penalty 3095.009198 = -1508572.305458
  nChanged 9
		SP:Iteration 45Q (114330.830000 sec): 3 clusters
  Score: Raw -1511670.777333 + Penalty 3095.009198 = -1508575.768135
  nChanged 11
		SP:Iteration 46Q (114331.040000 sec): 3 clusters
  Score: Raw -1511676.863089 + Penalty 3095.009198 = -1508581.853891
  nChanged 5
		SP:Iteration 47Q (114331.270000 sec): 3 clusters
  Score: Raw -1511681.203041 + Penalty 3095.009198 = -1508586.193843
  nChanged 4
		SP:Iteration 48Q (114331.510000 sec): 3 clusters
  Score: Raw -1511682.517580 + Penalty 3095.009198 = -1508587.508382
  nChanged 0
		SP:Iteration 49F (114331.760000 sec): 3 clusters
  Score: Raw -1511682.517580 + Penalty 3095.009198 = -1508587.508382
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114331.860000 sec): 2 clusters
  Score: Raw -359089.732711 + Penalty 1329.165530 = -357760.567181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114332.070000 sec): 3 clusters
  Score: Raw -357335.937922 + Penalty 2658.331060 = -354677.606862
  nChanged 1411
		SP:Iteration 1F (114332.260000 sec): 3 clusters
  Score: Raw -358157.076721 + Penalty 2658.331060 = -355498.745661
  nChanged 284
		SP:Iteration 2F (114332.430000 sec): 3 clusters
  Score: Raw -358322.232216 + Penalty 2658.331060 = -355663.901156
  nChanged 205
		SP:Iteration 3F (114332.640000 sec): 3 clusters
  Score: Raw -358488.709525 + Penalty 2658.331060 = -355830.378464
  nChanged 212
		SP:Iteration 4F (114332.830000 sec): 3 clusters
  Score: Raw -358690.292181 + Penalty 2658.331060 = -356031.961121
  nChanged 240
		SP:Iteration 5F (114333.040000 sec): 3 clusters
  Score: Raw -358910.468485 + Penalty 2658.331060 = -356252.137425
  nChanged 205
		SP:Iteration 6F (114333.260000 sec): 3 clusters
  Score: Raw -359103.636814 + Penalty 2658.331060 = -356445.305754
  nChanged 164
		SP:Iteration 7Q (114333.410000 sec): 3 clusters
  Score: Raw -359248.719367 + Penalty 2658.331060 = -356590.388307
  nChanged 152
		SP:Iteration 8Q (114333.570000 sec): 3 clusters
  Score: Raw -359386.314734 + Penalty 2658.331060 = -356727.983674
  nChanged 132
		SP:Iteration 9Q (114333.740000 sec): 3 clusters
  Score: Raw -359492.937329 + Penalty 2658.331060 = -356834.606269
  nChanged 94
		SP:Iteration 10Q (114333.940000 sec): 3 clusters
  Score: Raw -359565.612536 + Penalty 2658.331060 = -356907.281476
  nChanged 67
		SP:Iteration 11Q (114334.080000 sec): 3 clusters
  Score: Raw -359612.985595 + Penalty 2658.331060 = -356954.654534
  nChanged 46
		SP:Iteration 12Q (114334.270000 sec): 3 clusters
  Score: Raw -359644.483754 + Penalty 2658.331060 = -356986.152694
  nChanged 49
		SP:Iteration 13Q (114334.480000 sec): 3 clusters
  Score: Raw -359666.050694 + Penalty 2658.331060 = -357007.719634
  nChanged 31
		SP:Iteration 14Q (114334.660000 sec): 3 clusters
  Score: Raw -359679.040811 + Penalty 2658.331060 = -357020.709751
  nChanged 13
		SP:Iteration 15Q (114334.810000 sec): 3 clusters
  Score: Raw -359684.252271 + Penalty 2658.331060 = -357025.921211
  nChanged 14
		SP:Iteration 16Q (114334.920000 sec): 3 clusters
  Score: Raw -359691.425439 + Penalty 2658.331060 = -357033.094378
  nChanged 12
		SP:Iteration 17Q (114335.130000 sec): 3 clusters
  Score: Raw -359696.353495 + Penalty 2658.331060 = -357038.022435
  nChanged 10
		SP:Iteration 18Q (114335.300000 sec): 3 clusters
  Score: Raw -359700.814953 + Penalty 2658.331060 = -357042.483893
  nChanged 7
		SP:Iteration 19Q (114335.490000 sec): 3 clusters
  Score: Raw -359702.965023 + Penalty 2658.331060 = -357044.633963
  nChanged 8
		SP:Iteration 20F (114335.670000 sec): 3 clusters
  Score: Raw -359704.754848 + Penalty 2658.331060 = -357046.423788
  nChanged 4
		SP:Iteration 21Q (114335.870000 sec): 3 clusters
  Score: Raw -359706.352698 + Penalty 2658.331060 = -357048.021638
  nChanged 4
		SP:Iteration 22Q (114336.060000 sec): 3 clusters
  Score: Raw -359708.431629 + Penalty 2658.331060 = -357050.100568
  nChanged 3
		SP:Iteration 23Q (114336.250000 sec): 3 clusters
  Score: Raw -359711.672318 + Penalty 2658.331060 = -357053.341258
  nChanged 5
		SP:Iteration 24Q (114336.430000 sec): 3 clusters
  Score: Raw -359713.209959 + Penalty 2658.331060 = -357054.878898
  nChanged 2
		SP:Iteration 25Q (114336.620000 sec): 3 clusters
  Score: Raw -359713.645129 + Penalty 2658.331060 = -357055.314069
  nChanged 2
		SP:Iteration 26Q (114336.780000 sec): 3 clusters
  Score: Raw -359714.007170 + Penalty 2658.331060 = -357055.676109
  nChanged 0
		SP:Iteration 27F (114336.960000 sec): 3 clusters
  Score: Raw -359714.007170 + Penalty 2658.331060 = -357055.676109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (96483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114337.620000 sec): 2 clusters
  Score: Raw -10066271.632929 + Penalty 1865.032342 = -10064406.600587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114338.350000 sec): 3 clusters
  Score: Raw -10003616.086970 + Penalty 3730.064684 = -9999886.022286
  nChanged 46245
		SP:Iteration 1F (114339.080000 sec): 3 clusters
  Score: Raw -10030361.196168 + Penalty 3730.064684 = -10026631.131483
  nChanged 3578
		SP:Iteration 2Q (114339.900000 sec): 3 clusters
  Score: Raw -10031404.649075 + Penalty 3730.064684 = -10027674.584391
  nChanged 3815
		SP:Iteration 3Q (114340.680000 sec): 3 clusters
  Score: Raw -10032672.188050 + Penalty 3730.064684 = -10028942.123365
  nChanged 4134
		SP:Iteration 4Q (114341.390000 sec): 3 clusters
  Score: Raw -10034303.903590 + Penalty 3730.064684 = -10030573.838905
  nChanged 4549
		SP:Iteration 5Q (114342.250000 sec): 3 clusters
  Score: Raw -10036395.395412 + Penalty 3730.064684 = -10032665.330728
  nChanged 5030
		SP:Iteration 6F (114343.090000 sec): 3 clusters
  Score: Raw -10039151.485407 + Penalty 3730.064684 = -10035421.420723
  nChanged 5560
		SP:Iteration 7F (114343.890000 sec): 3 clusters
  Score: Raw -10042858.664775 + Penalty 3730.064684 = -10039128.600090
  nChanged 5810
		SP:Iteration 8F (114344.640000 sec): 3 clusters
  Score: Raw -10047124.740082 + Penalty 3730.064684 = -10043394.675397
  nChanged 5514
		SP:Iteration 9F (114345.370000 sec): 3 clusters
  Score: Raw -10051382.905383 + Penalty 3730.064684 = -10047652.840699
  nChanged 4908
		SP:Iteration 10F (114346.130000 sec): 3 clusters
  Score: Raw -10055027.331998 + Penalty 3730.064684 = -10051297.267313
  nChanged 4125
		SP:Iteration 11Q (114346.830000 sec): 3 clusters
  Score: Raw -10057934.289972 + Penalty 3730.064684 = -10054204.225287
  nChanged 3454
		SP:Iteration 12Q (114347.650000 sec): 3 clusters
  Score: Raw -10060312.755563 + Penalty 3730.064684 = -10056582.690878
  nChanged 2913
		SP:Iteration 13Q (114348.290000 sec): 3 clusters
  Score: Raw -10062294.275625 + Penalty 3730.064684 = -10058564.210940
  nChanged 2367
		SP:Iteration 14Q (114348.880000 sec): 3 clusters
  Score: Raw -10063843.890040 + Penalty 3730.064684 = -10060113.825356
  nChanged 1865
		SP:Iteration 15Q (114349.500000 sec): 3 clusters
  Score: Raw -10065053.862139 + Penalty 3730.064684 = -10061323.797454
  nChanged 1406
		SP:Iteration 16Q (114350.010000 sec): 3 clusters
  Score: Raw -10065979.099469 + Penalty 3730.064684 = -10062249.034785
  nChanged 1000
		SP:Iteration 17Q (114350.550000 sec): 3 clusters
  Score: Raw -10066610.029629 + Penalty 3730.064684 = -10062879.964944
  nChanged 683
		SP:Iteration 18Q (114351.120000 sec): 3 clusters
  Score: Raw -10067007.612844 + Penalty 3730.064684 = -10063277.548159
  nChanged 474
		SP:Iteration 19Q (114351.730000 sec): 3 clusters
  Score: Raw -10067255.758106 + Penalty 3730.064684 = -10063525.693422
  nChanged 328
		SP:Iteration 20F (114352.310000 sec): 3 clusters
  Score: Raw -10067400.990830 + Penalty 3730.064684 = -10063670.926146
  nChanged 229
		SP:Iteration 21Q (114352.890000 sec): 3 clusters
  Score: Raw -10067488.923186 + Penalty 3730.064684 = -10063758.858502
  nChanged 169
		SP:Iteration 22Q (114353.570000 sec): 3 clusters
  Score: Raw -10067543.374665 + Penalty 3730.064684 = -10063813.309981
  nChanged 119
		SP:Iteration 23Q (114354.210000 sec): 3 clusters
  Score: Raw -10067579.078868 + Penalty 3730.064684 = -10063849.014183
  nChanged 89
		SP:Iteration 24Q (114354.850000 sec): 3 clusters
  Score: Raw -10067600.414807 + Penalty 3730.064684 = -10063870.350122
  nChanged 59
		SP:Iteration 25Q (114355.530000 sec): 3 clusters
  Score: Raw -10067614.517031 + Penalty 3730.064684 = -10063884.452347
  nChanged 41
		SP:Iteration 26Q (114356.200000 sec): 3 clusters
  Score: Raw -10067622.472180 + Penalty 3730.064684 = -10063892.407495
  nChanged 38
		SP:Iteration 27Q (114356.830000 sec): 3 clusters
  Score: Raw -10067631.112311 + Penalty 3730.064684 = -10063901.047626
  nChanged 30
		SP:Iteration 28Q (114357.500000 sec): 3 clusters
  Score: Raw -10067637.189584 + Penalty 3730.064684 = -10063907.124899
  nChanged 21
		SP:Iteration 29Q (114358.150000 sec): 3 clusters
  Score: Raw -10067641.700449 + Penalty 3730.064684 = -10063911.635765
  nChanged 24
		SP:Iteration 30Q (114358.810000 sec): 3 clusters
  Score: Raw -10067647.058307 + Penalty 3730.064684 = -10063916.993623
  nChanged 22
		SP:Iteration 31Q (114359.530000 sec): 3 clusters
  Score: Raw -10067651.102072 + Penalty 3730.064684 = -10063921.037387
  nChanged 15
		SP:Iteration 32Q (114360.230000 sec): 3 clusters
  Score: Raw -10067654.585732 + Penalty 3730.064684 = -10063924.521048
  nChanged 18
		SP:Iteration 33Q (114360.920000 sec): 3 clusters
  Score: Raw -10067658.695843 + Penalty 3730.064684 = -10063928.631158
  nChanged 14
		SP:Iteration 34Q (114361.560000 sec): 3 clusters
  Score: Raw -10067661.277563 + Penalty 3730.064684 = -10063931.212878
  nChanged 14
		SP:Iteration 35Q (114362.190000 sec): 3 clusters
  Score: Raw -10067663.298784 + Penalty 3730.064684 = -10063933.234099
  nChanged 8
		SP:Iteration 36Q (114362.870000 sec): 3 clusters
  Score: Raw -10067664.252276 + Penalty 3730.064684 = -10063934.187591
  nChanged 6
		SP:Iteration 37Q (114363.550000 sec): 3 clusters
  Score: Raw -10067664.920265 + Penalty 3730.064684 = -10063934.855581
  nChanged 6
		SP:Iteration 38Q (114364.220000 sec): 3 clusters
  Score: Raw -10067665.819840 + Penalty 3730.064684 = -10063935.755156
  nChanged 2
		SP:Iteration 39Q (114364.970000 sec): 3 clusters
  Score: Raw -10067666.062910 + Penalty 3730.064684 = -10063935.998226
  nChanged 2
		SP:Iteration 40F (114365.630000 sec): 3 clusters
  Score: Raw -10067666.228925 + Penalty 3730.064684 = -10063936.164241
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114365.780000 sec): 2 clusters
  Score: Raw -407411.335619 + Penalty 1336.991940 = -406074.343678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114365.970000 sec): 3 clusters
  Score: Raw -405575.868183 + Penalty 2673.983880 = -402901.884303
  nChanged 1447
		SP:Iteration 1F (114366.170000 sec): 3 clusters
  Score: Raw -406417.434888 + Penalty 2673.983880 = -403743.451008
  nChanged 286
		SP:Iteration 2F (114366.330000 sec): 3 clusters
  Score: Raw -406604.881286 + Penalty 2673.983880 = -403930.897406
  nChanged 187
		SP:Iteration 3Q (114366.540000 sec): 3 clusters
  Score: Raw -406713.408971 + Penalty 2673.983880 = -404039.425091
  nChanged 142
		SP:Iteration 4Q (114366.720000 sec): 3 clusters
  Score: Raw -406778.360351 + Penalty 2673.983880 = -404104.376471
  nChanged 102
		SP:Iteration 5Q (114366.870000 sec): 3 clusters
  Score: Raw -406824.044377 + Penalty 2673.983880 = -404150.060497
  nChanged 76
		SP:Iteration 6Q (114367.060000 sec): 3 clusters
  Score: Raw -406854.333913 + Penalty 2673.983880 = -404180.350033
  nChanged 75
		SP:Iteration 7Q (114367.240000 sec): 3 clusters
  Score: Raw -406884.614438 + Penalty 2673.983880 = -404210.630558
  nChanged 65
		SP:Iteration 8Q (114367.440000 sec): 3 clusters
  Score: Raw -406912.018442 + Penalty 2673.983880 = -404238.034562
  nChanged 87
		SP:Iteration 9Q (114367.590000 sec): 3 clusters
  Score: Raw -406950.525016 + Penalty 2673.983880 = -404276.541136
  nChanged 79
		SP:Iteration 10Q (114367.760000 sec): 3 clusters
  Score: Raw -406979.149720 + Penalty 2673.983880 = -404305.165840
  nChanged 61
		SP:Iteration 11Q (114367.960000 sec): 3 clusters
  Score: Raw -407000.941378 + Penalty 2673.983880 = -404326.957498
  nChanged 51
		SP:Iteration 12Q (114368.140000 sec): 3 clusters
  Score: Raw -407019.877992 + Penalty 2673.983880 = -404345.894112
  nChanged 38
		SP:Iteration 13Q (114368.330000 sec): 3 clusters
  Score: Raw -407037.182052 + Penalty 2673.983880 = -404363.198172
  nChanged 64
		SP:Iteration 14Q (114368.480000 sec): 3 clusters
  Score: Raw -407064.526405 + Penalty 2673.983880 = -404390.542525
  nChanged 68
		SP:Iteration 15Q (114368.670000 sec): 3 clusters
  Score: Raw -407093.660051 + Penalty 2673.983880 = -404419.676171
  nChanged 73
		SP:Iteration 16Q (114368.810000 sec): 3 clusters
  Score: Raw -407124.098741 + Penalty 2673.983880 = -404450.114860
  nChanged 79
		SP:Iteration 17Q (114369.010000 sec): 3 clusters
  Score: Raw -407152.107811 + Penalty 2673.983880 = -404478.123931
  nChanged 74
		SP:Iteration 18Q (114369.200000 sec): 3 clusters
  Score: Raw -407180.801482 + Penalty 2673.983880 = -404506.817602
  nChanged 71
		SP:Iteration 19Q (114369.410000 sec): 3 clusters
  Score: Raw -407213.143136 + Penalty 2673.983880 = -404539.159256
  nChanged 87
		SP:Iteration 20F (114369.600000 sec): 3 clusters
  Score: Raw -407258.908306 + Penalty 2673.983880 = -404584.924426
  nChanged 89
		SP:Iteration 21Q (114369.760000 sec): 3 clusters
  Score: Raw -407300.714193 + Penalty 2673.983880 = -404626.730313
  nChanged 90
		SP:Iteration 22Q (114369.960000 sec): 3 clusters
  Score: Raw -407344.497474 + Penalty 2673.983880 = -404670.513594
  nChanged 87
		SP:Iteration 23Q (114370.140000 sec): 3 clusters
  Score: Raw -407387.140523 + Penalty 2673.983880 = -404713.156643
  nChanged 92
		SP:Iteration 24Q (114370.320000 sec): 3 clusters
  Score: Raw -407443.369357 + Penalty 2673.983880 = -404769.385477
  nChanged 100
		SP:Iteration 25Q (114370.460000 sec): 3 clusters
  Score: Raw -407505.553174 + Penalty 2673.983880 = -404831.569294
  nChanged 99
		SP:Iteration 26Q (114370.650000 sec): 3 clusters
  Score: Raw -407571.351279 + Penalty 2673.983880 = -404897.367399
  nChanged 82
		SP:Iteration 27Q (114370.840000 sec): 3 clusters
  Score: Raw -407623.307854 + Penalty 2673.983880 = -404949.323974
  nChanged 68
		SP:Iteration 28Q (114371.010000 sec): 3 clusters
  Score: Raw -407667.060798 + Penalty 2673.983880 = -404993.076918
  nChanged 65
		SP:Iteration 29Q (114371.200000 sec): 3 clusters
  Score: Raw -407703.963651 + Penalty 2673.983880 = -405029.979771
  nChanged 48
		SP:Iteration 30Q (114371.400000 sec): 3 clusters
  Score: Raw -407729.988957 + Penalty 2673.983880 = -405056.005077
  nChanged 30
		SP:Iteration 31Q (114371.570000 sec): 3 clusters
  Score: Raw -407745.998591 + Penalty 2673.983880 = -405072.014710
  nChanged 20
		SP:Iteration 32Q (114371.730000 sec): 3 clusters
  Score: Raw -407754.376885 + Penalty 2673.983880 = -405080.393005
  nChanged 14
		SP:Iteration 33Q (114371.890000 sec): 3 clusters
  Score: Raw -407760.530784 + Penalty 2673.983880 = -405086.546904
  nChanged 9
		SP:Iteration 34Q (114372.090000 sec): 3 clusters
  Score: Raw -407765.370972 + Penalty 2673.983880 = -405091.387092
  nChanged 8
		SP:Iteration 35Q (114372.260000 sec): 3 clusters
  Score: Raw -407768.388871 + Penalty 2673.983880 = -405094.404991
  nChanged 8
		SP:Iteration 36Q (114372.420000 sec): 3 clusters
  Score: Raw -407772.429021 + Penalty 2673.983880 = -405098.445141
  nChanged 9
		SP:Iteration 37Q (114372.570000 sec): 3 clusters
  Score: Raw -407776.401924 + Penalty 2673.983880 = -405102.418044
  nChanged 7
		SP:Iteration 38Q (114372.720000 sec): 3 clusters
  Score: Raw -407778.898487 + Penalty 2673.983880 = -405104.914607
  nChanged 4
		SP:Iteration 39Q (114372.840000 sec): 3 clusters
  Score: Raw -407781.028221 + Penalty 2673.983880 = -405107.044341
  nChanged 2
		SP:Iteration 40F (114373.020000 sec): 3 clusters
  Score: Raw -407781.961269 + Penalty 2673.983880 = -405107.977389
  nChanged 1
		SP:Iteration 41Q (114373.180000 sec): 3 clusters
  Score: Raw -407782.586784 + Penalty 2673.983880 = -405108.602904
  nChanged 4
		SP:Iteration 42Q (114373.400000 sec): 3 clusters
  Score: Raw -407786.269950 + Penalty 2673.983880 = -405112.286070
  nChanged 7
		SP:Iteration 43Q (114373.620000 sec): 3 clusters
  Score: Raw -407788.227546 + Penalty 2673.983880 = -405114.243666
  nChanged 3
		SP:Iteration 44Q (114373.800000 sec): 3 clusters
  Score: Raw -407789.747136 + Penalty 2673.983880 = -405115.763256
  nChanged 2
		SP:Iteration 45Q (114373.960000 sec): 3 clusters
  Score: Raw -407790.448986 + Penalty 2673.983880 = -405116.465106
  nChanged 2
		SP:Iteration 46Q (114374.140000 sec): 3 clusters
  Score: Raw -407790.788181 + Penalty 2673.983880 = -405116.804300
  nChanged 2
		SP:Iteration 47Q (114374.330000 sec): 3 clusters
  Score: Raw -407791.511952 + Penalty 2673.983880 = -405117.528072
  nChanged 2
		SP:Iteration 48Q (114374.580000 sec): 3 clusters
  Score: Raw -407791.999735 + Penalty 2673.983880 = -405118.015855
  nChanged 1
		SP:Iteration 49Q (114374.790000 sec): 3 clusters
  Score: Raw -407792.128504 + Penalty 2673.983880 = -405118.144624
  nChanged 0
		SP:Iteration 50F (114374.920000 sec): 3 clusters
  Score: Raw -407792.128504 + Penalty 2673.983880 = -405118.144624
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114375.070000 sec): 2 clusters
  Score: Raw -333544.314657 + Penalty 1301.413455 = -332242.901203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114375.210000 sec): 3 clusters
  Score: Raw -332125.961206 + Penalty 2602.826909 = -329523.134297
  nChanged 1139
		SP:Iteration 1F (114375.410000 sec): 3 clusters
  Score: Raw -332978.474653 + Penalty 2602.826909 = -330375.647744
  nChanged 259
		SP:Iteration 2F (114375.540000 sec): 3 clusters
  Score: Raw -333178.880563 + Penalty 2602.826909 = -330576.053654
  nChanged 163
		SP:Iteration 3F (114375.700000 sec): 3 clusters
  Score: Raw -333267.450071 + Penalty 2602.826909 = -330664.623161
  nChanged 104
		SP:Iteration 4Q (114375.870000 sec): 3 clusters
  Score: Raw -333334.027590 + Penalty 2602.826909 = -330731.200680
  nChanged 85
		SP:Iteration 5Q (114376.070000 sec): 3 clusters
  Score: Raw -333390.829940 + Penalty 2602.826909 = -330788.003030
  nChanged 80
		SP:Iteration 6Q (114376.280000 sec): 3 clusters
  Score: Raw -333432.474881 + Penalty 2602.826909 = -330829.647971
  nChanged 63
		SP:Iteration 7Q (114376.420000 sec): 3 clusters
  Score: Raw -333461.424266 + Penalty 2602.826909 = -330858.597356
  nChanged 51
		SP:Iteration 8Q (114376.610000 sec): 3 clusters
  Score: Raw -333488.550183 + Penalty 2602.826909 = -330885.723274
  nChanged 47
		SP:Iteration 9Q (114376.770000 sec): 3 clusters
  Score: Raw -333515.287689 + Penalty 2602.826909 = -330912.460779
  nChanged 52
		SP:Iteration 10Q (114376.960000 sec): 3 clusters
  Score: Raw -333538.628448 + Penalty 2602.826909 = -330935.801538
  nChanged 36
		SP:Iteration 11Q (114377.130000 sec): 3 clusters
  Score: Raw -333553.051582 + Penalty 2602.826909 = -330950.224673
  nChanged 29
		SP:Iteration 12Q (114377.290000 sec): 3 clusters
  Score: Raw -333564.776983 + Penalty 2602.826909 = -330961.950073
  nChanged 25
		SP:Iteration 13Q (114377.470000 sec): 3 clusters
  Score: Raw -333576.627225 + Penalty 2602.826909 = -330973.800316
  nChanged 25
		SP:Iteration 14Q (114377.620000 sec): 3 clusters
  Score: Raw -333590.610055 + Penalty 2602.826909 = -330987.783145
  nChanged 29
		SP:Iteration 15Q (114377.790000 sec): 3 clusters
  Score: Raw -333605.618432 + Penalty 2602.826909 = -331002.791522
  nChanged 18
		SP:Iteration 16Q (114377.940000 sec): 3 clusters
  Score: Raw -333614.154546 + Penalty 2602.826909 = -331011.327637
  nChanged 17
		SP:Iteration 17Q (114378.120000 sec): 3 clusters
  Score: Raw -333619.071059 + Penalty 2602.826909 = -331016.244149
  nChanged 11
		SP:Iteration 18Q (114378.260000 sec): 3 clusters
  Score: Raw -333622.358069 + Penalty 2602.826909 = -331019.531160
  nChanged 10
		SP:Iteration 19Q (114378.450000 sec): 3 clusters
  Score: Raw -333625.269099 + Penalty 2602.826909 = -331022.442190
  nChanged 7
		SP:Iteration 20F (114378.590000 sec): 3 clusters
  Score: Raw -333626.930977 + Penalty 2602.826909 = -331024.104067
  nChanged 4
		SP:Iteration 21Q (114378.750000 sec): 3 clusters
  Score: Raw -333628.187915 + Penalty 2602.826909 = -331025.361006
  nChanged 6
		SP:Iteration 22Q (114378.880000 sec): 3 clusters
  Score: Raw -333630.380592 + Penalty 2602.826909 = -331027.553683
  nChanged 5
		SP:Iteration 23Q (114379.060000 sec): 3 clusters
  Score: Raw -333631.979062 + Penalty 2602.826909 = -331029.152152
  nChanged 4
		SP:Iteration 24Q (114379.220000 sec): 3 clusters
  Score: Raw -333633.410289 + Penalty 2602.826909 = -331030.583380
  nChanged 3
		SP:Iteration 25Q (114379.420000 sec): 3 clusters
  Score: Raw -333633.963107 + Penalty 2602.826909 = -331031.136197
  nChanged 3
		SP:Iteration 26Q (114379.580000 sec): 3 clusters
  Score: Raw -333635.510646 + Penalty 2602.826909 = -331032.683736
  nChanged 2
		SP:Iteration 27Q (114379.710000 sec): 3 clusters
  Score: Raw -333636.215046 + Penalty 2602.826909 = -331033.388137
  nChanged 2
		SP:Iteration 28Q (114379.860000 sec): 3 clusters
  Score: Raw -333636.570647 + Penalty 2602.826909 = -331033.743738
  nChanged 3
		SP:Iteration 29Q (114379.990000 sec): 3 clusters
  Score: Raw -333637.651986 + Penalty 2602.826909 = -331034.825077
  nChanged 5
		SP:Iteration 30Q (114380.090000 sec): 3 clusters
  Score: Raw -333638.959402 + Penalty 2602.826909 = -331036.132492
  nChanged 3
		SP:Iteration 31Q (114380.250000 sec): 3 clusters
  Score: Raw -333640.009408 + Penalty 2602.826909 = -331037.182498
  nChanged 1
		SP:Iteration 32Q (114380.400000 sec): 3 clusters
  Score: Raw -333640.343115 + Penalty 2602.826909 = -331037.516205
  nChanged 1
		SP:Iteration 33Q (114380.570000 sec): 3 clusters
  Score: Raw -333641.650755 + Penalty 2602.826909 = -331038.823846
  nChanged 4
		SP:Iteration 34Q (114380.730000 sec): 3 clusters
  Score: Raw -333644.044214 + Penalty 2602.826909 = -331041.217305
  nChanged 6
		SP:Iteration 35Q (114380.870000 sec): 3 clusters
  Score: Raw -333645.527318 + Penalty 2602.826909 = -331042.700409
  nChanged 0
		SP:Iteration 36F (114381.040000 sec): 3 clusters
  Score: Raw -333645.527318 + Penalty 2602.826909 = -331042.700409
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114381.130000 sec): 2 clusters
  Score: Raw -375312.937419 + Penalty 1322.516770 = -373990.420649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114381.300000 sec): 3 clusters
  Score: Raw -373676.454453 + Penalty 2645.033540 = -371031.420914
  nChanged 1320
		SP:Iteration 1F (114381.450000 sec): 3 clusters
  Score: Raw -374486.425758 + Penalty 2645.033540 = -371841.392218
  nChanged 317
		SP:Iteration 2F (114381.640000 sec): 3 clusters
  Score: Raw -374746.374504 + Penalty 2645.033540 = -372101.340965
  nChanged 238
		SP:Iteration 3F (114381.830000 sec): 3 clusters
  Score: Raw -374945.788838 + Penalty 2645.033540 = -372300.755298
  nChanged 191
		SP:Iteration 4F (114381.940000 sec): 3 clusters
  Score: Raw -375090.538917 + Penalty 2645.033540 = -372445.505377
  nChanged 163
		SP:Iteration 5Q (114382.140000 sec): 3 clusters
  Score: Raw -375208.305908 + Penalty 2645.033540 = -372563.272369
  nChanged 119
		SP:Iteration 6Q (114382.280000 sec): 3 clusters
  Score: Raw -375287.851160 + Penalty 2645.033540 = -372642.817620
  nChanged 91
		SP:Iteration 7Q (114382.470000 sec): 3 clusters
  Score: Raw -375350.034851 + Penalty 2645.033540 = -372705.001311
  nChanged 90
		SP:Iteration 8Q (114382.650000 sec): 3 clusters
  Score: Raw -375403.266028 + Penalty 2645.033540 = -372758.232489
  nChanged 55
		SP:Iteration 9Q (114382.790000 sec): 3 clusters
  Score: Raw -375435.404430 + Penalty 2645.033540 = -372790.370890
  nChanged 46
		SP:Iteration 10Q (114382.900000 sec): 3 clusters
  Score: Raw -375466.472219 + Penalty 2645.033540 = -372821.438680
  nChanged 41
		SP:Iteration 11Q (114383.040000 sec): 3 clusters
  Score: Raw -375493.589679 + Penalty 2645.033540 = -372848.556139
  nChanged 43
		SP:Iteration 12Q (114383.190000 sec): 3 clusters
  Score: Raw -375521.675893 + Penalty 2645.033540 = -372876.642354
  nChanged 52
		SP:Iteration 13Q (114383.360000 sec): 3 clusters
  Score: Raw -375552.857781 + Penalty 2645.033540 = -372907.824241
  nChanged 37
		SP:Iteration 14Q (114383.540000 sec): 3 clusters
  Score: Raw -375571.084210 + Penalty 2645.033540 = -372926.050671
  nChanged 32
		SP:Iteration 15Q (114383.700000 sec): 3 clusters
  Score: Raw -375584.476385 + Penalty 2645.033540 = -372939.442845
  nChanged 29
		SP:Iteration 16Q (114383.880000 sec): 3 clusters
  Score: Raw -375596.947441 + Penalty 2645.033540 = -372951.913901
  nChanged 25
		SP:Iteration 17Q (114384.100000 sec): 3 clusters
  Score: Raw -375610.472021 + Penalty 2645.033540 = -372965.438481
  nChanged 18
		SP:Iteration 18Q (114384.240000 sec): 3 clusters
  Score: Raw -375618.214863 + Penalty 2645.033540 = -372973.181324
  nChanged 20
		SP:Iteration 19Q (114384.440000 sec): 3 clusters
  Score: Raw -375630.585766 + Penalty 2645.033540 = -372985.552226
  nChanged 22
		SP:Iteration 20F (114384.640000 sec): 3 clusters
  Score: Raw -375641.620106 + Penalty 2645.033540 = -372996.586566
  nChanged 17
		SP:Iteration 21Q (114384.840000 sec): 3 clusters
  Score: Raw -375649.826204 + Penalty 2645.033540 = -373004.792664
  nChanged 18
		SP:Iteration 22Q (114385.030000 sec): 3 clusters
  Score: Raw -375661.760143 + Penalty 2645.033540 = -373016.726603
  nChanged 19
		SP:Iteration 23Q (114385.200000 sec): 3 clusters
  Score: Raw -375670.750629 + Penalty 2645.033540 = -373025.717090
  nChanged 17
		SP:Iteration 24Q (114385.380000 sec): 3 clusters
  Score: Raw -375680.674485 + Penalty 2645.033540 = -373035.640945
  nChanged 17
		SP:Iteration 25Q (114385.580000 sec): 3 clusters
  Score: Raw -375686.747583 + Penalty 2645.033540 = -373041.714043
  nChanged 14
		SP:Iteration 26Q (114385.790000 sec): 3 clusters
  Score: Raw -375693.634362 + Penalty 2645.033540 = -373048.600822
  nChanged 15
		SP:Iteration 27Q (114385.980000 sec): 3 clusters
  Score: Raw -375700.952584 + Penalty 2645.033540 = -373055.919044
  nChanged 19
		SP:Iteration 28Q (114386.130000 sec): 3 clusters
  Score: Raw -375708.482941 + Penalty 2645.033540 = -373063.449401
  nChanged 21
		SP:Iteration 29Q (114386.280000 sec): 3 clusters
  Score: Raw -375715.397224 + Penalty 2645.033540 = -373070.363684
  nChanged 14
		SP:Iteration 30Q (114386.470000 sec): 3 clusters
  Score: Raw -375721.417289 + Penalty 2645.033540 = -373076.383749
  nChanged 12
		SP:Iteration 31Q (114386.620000 sec): 3 clusters
  Score: Raw -375726.595915 + Penalty 2645.033540 = -373081.562376
  nChanged 13
		SP:Iteration 32Q (114386.800000 sec): 3 clusters
  Score: Raw -375732.397097 + Penalty 2645.033540 = -373087.363557
  nChanged 19
		SP:Iteration 33Q (114386.960000 sec): 3 clusters
  Score: Raw -375738.183191 + Penalty 2645.033540 = -373093.149651
  nChanged 13
		SP:Iteration 34Q (114387.120000 sec): 3 clusters
  Score: Raw -375743.633150 + Penalty 2645.033540 = -373098.599610
  nChanged 15
		SP:Iteration 35Q (114387.320000 sec): 3 clusters
  Score: Raw -375748.625923 + Penalty 2645.033540 = -373103.592383
  nChanged 12
		SP:Iteration 36Q (114387.520000 sec): 3 clusters
  Score: Raw -375752.727832 + Penalty 2645.033540 = -373107.694292
  nChanged 16
		SP:Iteration 37Q (114387.700000 sec): 3 clusters
  Score: Raw -375761.123874 + Penalty 2645.033540 = -373116.090334
  nChanged 19
		SP:Iteration 38Q (114387.850000 sec): 3 clusters
  Score: Raw -375769.913724 + Penalty 2645.033540 = -373124.880184
  nChanged 17
		SP:Iteration 39Q (114388.010000 sec): 3 clusters
  Score: Raw -375778.819193 + Penalty 2645.033540 = -373133.785654
  nChanged 18
		SP:Iteration 40F (114388.180000 sec): 3 clusters
  Score: Raw -375787.626727 + Penalty 2645.033540 = -373142.593187
  nChanged 12
		SP:Iteration 41Q (114388.340000 sec): 3 clusters
  Score: Raw -375794.499527 + Penalty 2645.033540 = -373149.465987
  nChanged 20
		SP:Iteration 42Q (114388.550000 sec): 3 clusters
  Score: Raw -375804.827575 + Penalty 2645.033540 = -373159.794035
  nChanged 23
		SP:Iteration 43Q (114388.730000 sec): 3 clusters
  Score: Raw -375819.365255 + Penalty 2645.033540 = -373174.331716
  nChanged 24
		SP:Iteration 44Q (114388.900000 sec): 3 clusters
  Score: Raw -375837.316355 + Penalty 2645.033540 = -373192.282815
  nChanged 26
		SP:Iteration 45Q (114389.060000 sec): 3 clusters
  Score: Raw -375861.228853 + Penalty 2645.033540 = -373216.195313
  nChanged 20
		SP:Iteration 46Q (114389.260000 sec): 3 clusters
  Score: Raw -375875.093477 + Penalty 2645.033540 = -373230.059937
  nChanged 20
		SP:Iteration 47Q (114389.460000 sec): 3 clusters
  Score: Raw -375885.921289 + Penalty 2645.033540 = -373240.887750
  nChanged 23
		SP:Iteration 48Q (114389.660000 sec): 3 clusters
  Score: Raw -375895.957304 + Penalty 2645.033540 = -373250.923764
  nChanged 17
		SP:Iteration 49Q (114389.850000 sec): 3 clusters
  Score: Raw -375907.384682 + Penalty 2645.033540 = -373262.351142
  nChanged 12
		SP:Iteration 50Q (114390.040000 sec): 3 clusters
  Score: Raw -375913.028294 + Penalty 2645.033540 = -373267.994755
  nChanged 10
		SP:Iteration 51Q (114390.190000 sec): 3 clusters
  Score: Raw -375919.576646 + Penalty 2645.033540 = -373274.543106
  nChanged 11
		SP:Iteration 52Q (114390.390000 sec): 3 clusters
  Score: Raw -375925.921412 + Penalty 2645.033540 = -373280.887873
  nChanged 13
		SP:Iteration 53Q (114390.570000 sec): 3 clusters
  Score: Raw -375932.400508 + Penalty 2645.033540 = -373287.366969
  nChanged 14
		SP:Iteration 54Q (114390.720000 sec): 3 clusters
  Score: Raw -375940.632139 + Penalty 2645.033540 = -373295.598600
  nChanged 12
		SP:Iteration 55Q (114390.890000 sec): 3 clusters
  Score: Raw -375946.966624 + Penalty 2645.033540 = -373301.933084
  nChanged 15
		SP:Iteration 56Q (114391.080000 sec): 3 clusters
  Score: Raw -375955.088338 + Penalty 2645.033540 = -373310.054799
  nChanged 11
		SP:Iteration 57Q (114391.260000 sec): 3 clusters
  Score: Raw -375959.045591 + Penalty 2645.033540 = -373314.012051
  nChanged 13
		SP:Iteration 58Q (114391.440000 sec): 3 clusters
  Score: Raw -375963.870759 + Penalty 2645.033540 = -373318.837220
  nChanged 10
		SP:Iteration 59Q (114391.620000 sec): 3 clusters
  Score: Raw -375968.629650 + Penalty 2645.033540 = -373323.596111
  nChanged 12
		SP:Iteration 60F (114391.820000 sec): 3 clusters
  Score: Raw -375974.080240 + Penalty 2645.033540 = -373329.046701
  nChanged 12
		SP:Iteration 61Q (114391.970000 sec): 3 clusters
  Score: Raw -375977.231894 + Penalty 2645.033540 = -373332.198355
  nChanged 3
		SP:Iteration 62Q (114392.140000 sec): 3 clusters
  Score: Raw -375977.890505 + Penalty 2645.033540 = -373332.856965
  nChanged 2
		SP:Iteration 63Q (114392.300000 sec): 3 clusters
  Score: Raw -375978.750519 + Penalty 2645.033540 = -373333.716979
  nChanged 2
		SP:Iteration 64Q (114392.470000 sec): 3 clusters
  Score: Raw -375979.138215 + Penalty 2645.033540 = -373334.104675
  nChanged 1
		SP:Iteration 65Q (114392.680000 sec): 3 clusters
  Score: Raw -375979.364499 + Penalty 2645.033540 = -373334.330959
  nChanged 1
		SP:Iteration 66Q (114392.810000 sec): 3 clusters
  Score: Raw -375979.451907 + Penalty 2645.033540 = -373334.418368
  nChanged 1
		SP:Iteration 67Q (114393.000000 sec): 3 clusters
  Score: Raw -375979.591451 + Penalty 2645.033540 = -373334.557911
  nChanged 0
		SP:Iteration 68F (114393.200000 sec): 3 clusters
  Score: Raw -375979.591451 + Penalty 2645.033540 = -373334.557911
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114393.330000 sec): 2 clusters
  Score: Raw -683530.123292 + Penalty 1432.304546 = -682097.818746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114393.520000 sec): 3 clusters
  Score: Raw -679851.753336 + Penalty 2864.609093 = -676987.144243
  nChanged 2873
		SP:Iteration 1F (114393.720000 sec): 3 clusters
  Score: Raw -681509.449097 + Penalty 2864.609093 = -678644.840004
  nChanged 544
		SP:Iteration 2F (114393.920000 sec): 3 clusters
  Score: Raw -681849.113695 + Penalty 2864.609093 = -678984.504602
  nChanged 444
		SP:Iteration 3F (114394.080000 sec): 3 clusters
  Score: Raw -682136.766902 + Penalty 2864.609093 = -679272.157810
  nChanged 437
		SP:Iteration 4F (114394.270000 sec): 3 clusters
  Score: Raw -682463.171876 + Penalty 2864.609093 = -679598.562783
  nChanged 415
		SP:Iteration 5F (114394.480000 sec): 3 clusters
  Score: Raw -682792.907809 + Penalty 2864.609093 = -679928.298716
  nChanged 355
		SP:Iteration 6F (114394.640000 sec): 3 clusters
  Score: Raw -683100.470572 + Penalty 2864.609093 = -680235.861480
  nChanged 315
		SP:Iteration 7Q (114394.880000 sec): 3 clusters
  Score: Raw -683389.515826 + Penalty 2864.609093 = -680524.906734
  nChanged 223
		SP:Iteration 8Q (114395.050000 sec): 3 clusters
  Score: Raw -683588.311799 + Penalty 2864.609093 = -680723.702707
  nChanged 155
		SP:Iteration 9Q (114395.240000 sec): 3 clusters
  Score: Raw -683723.087636 + Penalty 2864.609093 = -680858.478544
  nChanged 115
		SP:Iteration 10Q (114395.440000 sec): 3 clusters
  Score: Raw -683822.005900 + Penalty 2864.609093 = -680957.396807
  nChanged 91
		SP:Iteration 11Q (114395.620000 sec): 3 clusters
  Score: Raw -683881.342065 + Penalty 2864.609093 = -681016.732973
  nChanged 56
		SP:Iteration 12Q (114395.780000 sec): 3 clusters
  Score: Raw -683913.289439 + Penalty 2864.609093 = -681048.680346
  nChanged 41
		SP:Iteration 13Q (114396.000000 sec): 3 clusters
  Score: Raw -683930.644619 + Penalty 2864.609093 = -681066.035527
  nChanged 24
		SP:Iteration 14Q (114396.200000 sec): 3 clusters
  Score: Raw -683941.388799 + Penalty 2864.609093 = -681076.779706
  nChanged 17
		SP:Iteration 15Q (114396.380000 sec): 3 clusters
  Score: Raw -683946.755601 + Penalty 2864.609093 = -681082.146508
  nChanged 21
		SP:Iteration 16Q (114396.560000 sec): 3 clusters
  Score: Raw -683954.237634 + Penalty 2864.609093 = -681089.628542
  nChanged 17
		SP:Iteration 17Q (114396.770000 sec): 3 clusters
  Score: Raw -683959.674014 + Penalty 2864.609093 = -681095.064922
  nChanged 12
		SP:Iteration 18Q (114396.960000 sec): 3 clusters
  Score: Raw -683965.701291 + Penalty 2864.609093 = -681101.092199
  nChanged 12
		SP:Iteration 19Q (114397.160000 sec): 3 clusters
  Score: Raw -683969.700279 + Penalty 2864.609093 = -681105.091186
  nChanged 4
		SP:Iteration 20F (114397.330000 sec): 3 clusters
  Score: Raw -683971.433291 + Penalty 2864.609093 = -681106.824199
  nChanged 5
		SP:Iteration 21Q (114397.500000 sec): 3 clusters
  Score: Raw -683974.535256 + Penalty 2864.609093 = -681109.926163
  nChanged 11
		SP:Iteration 22Q (114397.660000 sec): 3 clusters
  Score: Raw -683980.225078 + Penalty 2864.609093 = -681115.615985
  nChanged 12
		SP:Iteration 23Q (114397.800000 sec): 3 clusters
  Score: Raw -683984.487192 + Penalty 2864.609093 = -681119.878100
  nChanged 9
		SP:Iteration 24Q (114397.990000 sec): 3 clusters
  Score: Raw -683987.218128 + Penalty 2864.609093 = -681122.609036
  nChanged 7
		SP:Iteration 25Q (114398.170000 sec): 3 clusters
  Score: Raw -683990.042517 + Penalty 2864.609093 = -681125.433425
  nChanged 2
		SP:Iteration 26Q (114398.350000 sec): 3 clusters
  Score: Raw -683990.952903 + Penalty 2864.609093 = -681126.343810
  nChanged 2
		SP:Iteration 27Q (114398.500000 sec): 3 clusters
  Score: Raw -683991.620393 + Penalty 2864.609093 = -681127.011301
  nChanged 1
		SP:Iteration 28Q (114398.710000 sec): 3 clusters
  Score: Raw -683992.246086 + Penalty 2864.609093 = -681127.636994
  nChanged 2
		SP:Iteration 29Q (114398.850000 sec): 3 clusters
  Score: Raw -683993.194730 + Penalty 2864.609093 = -681128.585637
  nChanged 3
		SP:Iteration 30Q (114399.020000 sec): 3 clusters
  Score: Raw -683994.051470 + Penalty 2864.609093 = -681129.442378
  nChanged 3
		SP:Iteration 31Q (114399.190000 sec): 3 clusters
  Score: Raw -683994.740071 + Penalty 2864.609093 = -681130.130978
  nChanged 0
		SP:Iteration 32F (114399.360000 sec): 3 clusters
  Score: Raw -683994.740071 + Penalty 2864.609093 = -681130.130978
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114399.470000 sec): 2 clusters
  Score: Raw -841720.658169 + Penalty 1464.590492 = -840256.067677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114399.630000 sec): 3 clusters
  Score: Raw -837177.070844 + Penalty 2929.180984 = -834247.889860
  nChanged 3474
		SP:Iteration 1F (114399.860000 sec): 3 clusters
  Score: Raw -839092.679061 + Penalty 2929.180984 = -836163.498077
  nChanged 505
		SP:Iteration 2F (114400.010000 sec): 3 clusters
  Score: Raw -839358.404152 + Penalty 2929.180984 = -836429.223168
  nChanged 469
		SP:Iteration 3F (114400.270000 sec): 3 clusters
  Score: Raw -839627.596380 + Penalty 2929.180984 = -836698.415396
  nChanged 424
		SP:Iteration 4F (114400.410000 sec): 3 clusters
  Score: Raw -839882.411698 + Penalty 2929.180984 = -836953.230713
  nChanged 416
		SP:Iteration 5F (114400.610000 sec): 3 clusters
  Score: Raw -840126.403486 + Penalty 2929.180984 = -837197.222502
  nChanged 384
		SP:Iteration 6Q (114400.820000 sec): 3 clusters
  Score: Raw -840343.289337 + Penalty 2929.180984 = -837414.108353
  nChanged 344
		SP:Iteration 7Q (114401.000000 sec): 3 clusters
  Score: Raw -840542.699820 + Penalty 2929.180984 = -837613.518836
  nChanged 314
		SP:Iteration 8Q (114401.170000 sec): 3 clusters
  Score: Raw -840725.539132 + Penalty 2929.180984 = -837796.358148
  nChanged 274
		SP:Iteration 9Q (114401.350000 sec): 3 clusters
  Score: Raw -840867.316837 + Penalty 2929.180984 = -837938.135852
  nChanged 234
		SP:Iteration 10Q (114401.560000 sec): 3 clusters
  Score: Raw -840971.926577 + Penalty 2929.180984 = -838042.745592
  nChanged 186
		SP:Iteration 11Q (114401.760000 sec): 3 clusters
  Score: Raw -841056.629962 + Penalty 2929.180984 = -838127.448978
  nChanged 183
		SP:Iteration 12Q (114401.920000 sec): 3 clusters
  Score: Raw -841143.639782 + Penalty 2929.180984 = -838214.458797
  nChanged 168
		SP:Iteration 13Q (114402.110000 sec): 3 clusters
  Score: Raw -841233.367201 + Penalty 2929.180984 = -838304.186216
  nChanged 164
		SP:Iteration 14Q (114402.350000 sec): 3 clusters
  Score: Raw -841323.566761 + Penalty 2929.180984 = -838394.385777
  nChanged 166
		SP:Iteration 15Q (114402.560000 sec): 3 clusters
  Score: Raw -841414.205660 + Penalty 2929.180984 = -838485.024675
  nChanged 137
		SP:Iteration 16Q (114402.770000 sec): 3 clusters
  Score: Raw -841483.782604 + Penalty 2929.180984 = -838554.601619
  nChanged 112
		SP:Iteration 17Q (114402.990000 sec): 3 clusters
  Score: Raw -841538.947923 + Penalty 2929.180984 = -838609.766939
  nChanged 113
		SP:Iteration 18Q (114403.180000 sec): 3 clusters
  Score: Raw -841599.296325 + Penalty 2929.180984 = -838670.115340
  nChanged 98
		SP:Iteration 19Q (114403.380000 sec): 3 clusters
  Score: Raw -841650.537239 + Penalty 2929.180984 = -838721.356254
  nChanged 77
		SP:Iteration 20F (114403.600000 sec): 3 clusters
  Score: Raw -841695.440419 + Penalty 2929.180984 = -838766.259434
  nChanged 73
		SP:Iteration 21Q (114403.840000 sec): 3 clusters
  Score: Raw -841736.751901 + Penalty 2929.180984 = -838807.570916
  nChanged 71
		SP:Iteration 22Q (114404.060000 sec): 3 clusters
  Score: Raw -841775.886143 + Penalty 2929.180984 = -838846.705159
  nChanged 57
		SP:Iteration 23Q (114404.260000 sec): 3 clusters
  Score: Raw -841810.178960 + Penalty 2929.180984 = -838880.997976
  nChanged 54
		SP:Iteration 24Q (114404.450000 sec): 3 clusters
  Score: Raw -841854.461290 + Penalty 2929.180984 = -838925.280305
  nChanged 63
		SP:Iteration 25Q (114404.630000 sec): 3 clusters
  Score: Raw -841901.794000 + Penalty 2929.180984 = -838972.613016
  nChanged 44
		SP:Iteration 26Q (114404.860000 sec): 3 clusters
  Score: Raw -841930.738971 + Penalty 2929.180984 = -839001.557987
  nChanged 42
		SP:Iteration 27Q (114405.070000 sec): 3 clusters
  Score: Raw -841957.940352 + Penalty 2929.180984 = -839028.759368
  nChanged 29
		SP:Iteration 28Q (114405.280000 sec): 3 clusters
  Score: Raw -841973.997847 + Penalty 2929.180984 = -839044.816863
  nChanged 19
		SP:Iteration 29Q (114405.450000 sec): 3 clusters
  Score: Raw -841988.808587 + Penalty 2929.180984 = -839059.627602
  nChanged 19
		SP:Iteration 30Q (114405.670000 sec): 3 clusters
  Score: Raw -842005.390324 + Penalty 2929.180984 = -839076.209339
  nChanged 19
		SP:Iteration 31Q (114405.820000 sec): 3 clusters
  Score: Raw -842016.404638 + Penalty 2929.180984 = -839087.223654
  nChanged 18
		SP:Iteration 32Q (114406.030000 sec): 3 clusters
  Score: Raw -842027.053423 + Penalty 2929.180984 = -839097.872438
  nChanged 13
		SP:Iteration 33Q (114406.250000 sec): 3 clusters
  Score: Raw -842036.062867 + Penalty 2929.180984 = -839106.881883
  nChanged 10
		SP:Iteration 34Q (114406.460000 sec): 3 clusters
  Score: Raw -842042.407370 + Penalty 2929.180984 = -839113.226386
  nChanged 10
		SP:Iteration 35Q (114406.640000 sec): 3 clusters
  Score: Raw -842049.156188 + Penalty 2929.180984 = -839119.975204
  nChanged 7
		SP:Iteration 36Q (114406.860000 sec): 3 clusters
  Score: Raw -842053.118861 + Penalty 2929.180984 = -839123.937877
  nChanged 5
		SP:Iteration 37Q (114407.040000 sec): 3 clusters
  Score: Raw -842056.844037 + Penalty 2929.180984 = -839127.663052
  nChanged 6
		SP:Iteration 38Q (114407.280000 sec): 3 clusters
  Score: Raw -842059.729327 + Penalty 2929.180984 = -839130.548342
  nChanged 6
		SP:Iteration 39Q (114407.440000 sec): 3 clusters
  Score: Raw -842062.523249 + Penalty 2929.180984 = -839133.342265
  nChanged 5
		SP:Iteration 40F (114407.680000 sec): 3 clusters
  Score: Raw -842064.513368 + Penalty 2929.180984 = -839135.332384
  nChanged 2
		SP:Iteration 41Q (114407.840000 sec): 3 clusters
  Score: Raw -842065.310492 + Penalty 2929.180984 = -839136.129508
  nChanged 2
		SP:Iteration 42Q (114408.080000 sec): 3 clusters
  Score: Raw -842065.935215 + Penalty 2929.180984 = -839136.754231
  nChanged 3
		SP:Iteration 43Q (114408.240000 sec): 3 clusters
  Score: Raw -842067.727811 + Penalty 2929.180984 = -839138.546827
  nChanged 2
		SP:Iteration 44Q (114408.450000 sec): 3 clusters
  Score: Raw -842069.081896 + Penalty 2929.180984 = -839139.900911
  nChanged 2
		SP:Iteration 45Q (114408.660000 sec): 3 clusters
  Score: Raw -842069.672448 + Penalty 2929.180984 = -839140.491464
  nChanged 5
		SP:Iteration 46Q (114408.830000 sec): 3 clusters
  Score: Raw -842073.276107 + Penalty 2929.180984 = -839144.095122
  nChanged 3
		SP:Iteration 47Q (114409.040000 sec): 3 clusters
  Score: Raw -842074.839288 + Penalty 2929.180984 = -839145.658303
  nChanged 1
		SP:Iteration 48Q (114409.230000 sec): 3 clusters
  Score: Raw -842075.087169 + Penalty 2929.180984 = -839145.906185
  nChanged 0
		SP:Iteration 49F (114409.440000 sec): 3 clusters
  Score: Raw -842075.087169 + Penalty 2929.180984 = -839145.906185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114409.580000 sec): 2 clusters
  Score: Raw -856890.457175 + Penalty 1451.527449 = -855438.929726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114409.770000 sec): 3 clusters
  Score: Raw -852722.883545 + Penalty 2903.054898 = -849819.828647
  nChanged 3235
		SP:Iteration 1F (114409.970000 sec): 3 clusters
  Score: Raw -854587.358105 + Penalty 2903.054898 = -851684.303207
  nChanged 480
		SP:Iteration 2F (114410.200000 sec): 3 clusters
  Score: Raw -854801.037319 + Penalty 2903.054898 = -851897.982421
  nChanged 336
		SP:Iteration 3Q (114410.390000 sec): 3 clusters
  Score: Raw -854950.642156 + Penalty 2903.054898 = -852047.587258
  nChanged 304
		SP:Iteration 4Q (114410.580000 sec): 3 clusters
  Score: Raw -855084.532551 + Penalty 2903.054898 = -852181.477654
  nChanged 303
		SP:Iteration 5Q (114410.740000 sec): 3 clusters
  Score: Raw -855212.119506 + Penalty 2903.054898 = -852309.064608
  nChanged 269
		SP:Iteration 6Q (114410.940000 sec): 3 clusters
  Score: Raw -855332.346400 + Penalty 2903.054898 = -852429.291502
  nChanged 273
		SP:Iteration 7Q (114411.180000 sec): 3 clusters
  Score: Raw -855468.388130 + Penalty 2903.054898 = -852565.333233
  nChanged 300
		SP:Iteration 8Q (114411.360000 sec): 3 clusters
  Score: Raw -855624.913209 + Penalty 2903.054898 = -852721.858311
  nChanged 318
		SP:Iteration 9Q (114411.620000 sec): 3 clusters
  Score: Raw -855787.314321 + Penalty 2903.054898 = -852884.259423
  nChanged 308
		SP:Iteration 10Q (114411.800000 sec): 3 clusters
  Score: Raw -855944.166814 + Penalty 2903.054898 = -853041.111917
  nChanged 257
		SP:Iteration 11Q (114412.050000 sec): 3 clusters
  Score: Raw -856058.501458 + Penalty 2903.054898 = -853155.446561
  nChanged 225
		SP:Iteration 12Q (114412.270000 sec): 3 clusters
  Score: Raw -856163.235574 + Penalty 2903.054898 = -853260.180676
  nChanged 204
		SP:Iteration 13Q (114412.420000 sec): 3 clusters
  Score: Raw -856245.978152 + Penalty 2903.054898 = -853342.923255
  nChanged 156
		SP:Iteration 14Q (114412.600000 sec): 3 clusters
  Score: Raw -856307.420904 + Penalty 2903.054898 = -853404.366006
  nChanged 137
		SP:Iteration 15Q (114412.800000 sec): 3 clusters
  Score: Raw -856356.609263 + Penalty 2903.054898 = -853453.554365
  nChanged 116
		SP:Iteration 16Q (114413.000000 sec): 3 clusters
  Score: Raw -856390.667508 + Penalty 2903.054898 = -853487.612610
  nChanged 94
		SP:Iteration 17Q (114413.150000 sec): 3 clusters
  Score: Raw -856413.443938 + Penalty 2903.054898 = -853510.389041
  nChanged 74
		SP:Iteration 18Q (114413.380000 sec): 3 clusters
  Score: Raw -856432.375015 + Penalty 2903.054898 = -853529.320117
  nChanged 61
		SP:Iteration 19Q (114413.610000 sec): 3 clusters
  Score: Raw -856448.505291 + Penalty 2903.054898 = -853545.450393
  nChanged 68
		SP:Iteration 20F (114413.810000 sec): 3 clusters
  Score: Raw -856464.559037 + Penalty 2903.054898 = -853561.504140
  nChanged 51
		SP:Iteration 21Q (114414.030000 sec): 3 clusters
  Score: Raw -856478.144329 + Penalty 2903.054898 = -853575.089432
  nChanged 50
		SP:Iteration 22Q (114414.280000 sec): 3 clusters
  Score: Raw -856493.125074 + Penalty 2903.054898 = -853590.070176
  nChanged 55
		SP:Iteration 23Q (114414.450000 sec): 3 clusters
  Score: Raw -856508.965088 + Penalty 2903.054898 = -853605.910190
  nChanged 42
		SP:Iteration 24Q (114414.640000 sec): 3 clusters
  Score: Raw -856518.029708 + Penalty 2903.054898 = -853614.974811
  nChanged 35
		SP:Iteration 25Q (114414.860000 sec): 3 clusters
  Score: Raw -856524.807208 + Penalty 2903.054898 = -853621.752310
  nChanged 39
		SP:Iteration 26Q (114415.100000 sec): 3 clusters
  Score: Raw -856533.853126 + Penalty 2903.054898 = -853630.798228
  nChanged 36
		SP:Iteration 27Q (114415.290000 sec): 3 clusters
  Score: Raw -856541.489456 + Penalty 2903.054898 = -853638.434559
  nChanged 32
		SP:Iteration 28Q (114415.550000 sec): 3 clusters
  Score: Raw -856547.388166 + Penalty 2903.054898 = -853644.333268
  nChanged 17
		SP:Iteration 29Q (114415.700000 sec): 3 clusters
  Score: Raw -856550.907865 + Penalty 2903.054898 = -853647.852967
  nChanged 14
		SP:Iteration 30Q (114415.950000 sec): 3 clusters
  Score: Raw -856553.479588 + Penalty 2903.054898 = -853650.424691
  nChanged 12
		SP:Iteration 31Q (114416.110000 sec): 3 clusters
  Score: Raw -856556.336689 + Penalty 2903.054898 = -853653.281791
  nChanged 14
		SP:Iteration 32Q (114416.300000 sec): 3 clusters
  Score: Raw -856558.997744 + Penalty 2903.054898 = -853655.942846
  nChanged 16
		SP:Iteration 33Q (114416.530000 sec): 3 clusters
  Score: Raw -856562.392174 + Penalty 2903.054898 = -853659.337277
  nChanged 14
		SP:Iteration 34Q (114416.720000 sec): 3 clusters
  Score: Raw -856564.860159 + Penalty 2903.054898 = -853661.805261
  nChanged 14
		SP:Iteration 35Q (114416.950000 sec): 3 clusters
  Score: Raw -856567.343744 + Penalty 2903.054898 = -853664.288846
  nChanged 12
		SP:Iteration 36Q (114417.180000 sec): 3 clusters
  Score: Raw -856569.520587 + Penalty 2903.054898 = -853666.465689
  nChanged 11
		SP:Iteration 37Q (114417.350000 sec): 3 clusters
  Score: Raw -856571.448672 + Penalty 2903.054898 = -853668.393774
  nChanged 6
		SP:Iteration 38Q (114417.580000 sec): 3 clusters
  Score: Raw -856572.818734 + Penalty 2903.054898 = -853669.763836
  nChanged 6
		SP:Iteration 39Q (114417.770000 sec): 3 clusters
  Score: Raw -856574.174580 + Penalty 2903.054898 = -853671.119682
  nChanged 5
		SP:Iteration 40F (114418.000000 sec): 3 clusters
  Score: Raw -856575.091305 + Penalty 2903.054898 = -853672.036407
  nChanged 7
		SP:Iteration 41Q (114418.190000 sec): 3 clusters
  Score: Raw -856575.800793 + Penalty 2903.054898 = -853672.745896
  nChanged 3
		SP:Iteration 42Q (114418.390000 sec): 3 clusters
  Score: Raw -856576.469807 + Penalty 2903.054898 = -853673.414910
  nChanged 8
		SP:Iteration 43Q (114418.590000 sec): 3 clusters
  Score: Raw -856578.135445 + Penalty 2903.054898 = -853675.080547
  nChanged 8
		SP:Iteration 44Q (114418.800000 sec): 3 clusters
  Score: Raw -856579.400438 + Penalty 2903.054898 = -853676.345540
  nChanged 9
		SP:Iteration 45Q (114418.950000 sec): 3 clusters
  Score: Raw -856581.086885 + Penalty 2903.054898 = -853678.031987
  nChanged 8
		SP:Iteration 46Q (114419.170000 sec): 3 clusters
  Score: Raw -856582.555948 + Penalty 2903.054898 = -853679.501051
  nChanged 7
		SP:Iteration 47Q (114419.330000 sec): 3 clusters
  Score: Raw -856583.762554 + Penalty 2903.054898 = -853680.707656
  nChanged 7
		SP:Iteration 48Q (114419.560000 sec): 3 clusters
  Score: Raw -856585.054823 + Penalty 2903.054898 = -853681.999925
  nChanged 8
		SP:Iteration 49Q (114419.750000 sec): 3 clusters
  Score: Raw -856586.076279 + Penalty 2903.054898 = -853683.021381
  nChanged 4
		SP:Iteration 50Q (114419.960000 sec): 3 clusters
  Score: Raw -856586.570187 + Penalty 2903.054898 = -853683.515290
  nChanged 2
		SP:Iteration 51Q (114420.160000 sec): 3 clusters
  Score: Raw -856586.853317 + Penalty 2903.054898 = -853683.798420
  nChanged 0
		SP:Iteration 52F (114420.350000 sec): 3 clusters
  Score: Raw -856586.853317 + Penalty 2903.054898 = -853683.798420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114420.440000 sec): 2 clusters
  Score: Raw -17216.970424 + Penalty 855.187156 = -16361.783268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114420.630000 sec): 3 clusters
  Score: Raw -17410.912715 + Penalty 1710.374311 = -15700.538403
  nChanged 35
		SP:Iteration 1F (114420.820000 sec): 3 clusters
  Score: Raw -17572.017339 + Penalty 1710.374311 = -15861.643027
  nChanged 4
		SP:Iteration 2Q (114420.990000 sec): 3 clusters
  Score: Raw -17581.914887 + Penalty 1710.374311 = -15871.540575
  nChanged 0
		SP:Iteration 3F (114421.190000 sec): 3 clusters
  Score: Raw -17581.914887 + Penalty 1710.374311 = -15871.540575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (5892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114421.340000 sec): 2 clusters
  Score: Raw -621937.465256 + Penalty 1410.719501 = -620526.745754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114421.540000 sec): 3 clusters
  Score: Raw -618857.663999 + Penalty 2821.439003 = -616036.224996
  nChanged 2414
		SP:Iteration 1F (114421.730000 sec): 3 clusters
  Score: Raw -620348.592689 + Penalty 2821.439003 = -617527.153687
  nChanged 525
		SP:Iteration 2F (114421.960000 sec): 3 clusters
  Score: Raw -620812.489533 + Penalty 2821.439003 = -617991.050530
  nChanged 509
		SP:Iteration 3F (114422.130000 sec): 3 clusters
  Score: Raw -621284.233959 + Penalty 2821.439003 = -618462.794956
  nChanged 451
		SP:Iteration 4F (114422.320000 sec): 3 clusters
  Score: Raw -621684.313050 + Penalty 2821.439003 = -618862.874048
  nChanged 360
		SP:Iteration 5F (114422.490000 sec): 3 clusters
  Score: Raw -621972.637102 + Penalty 2821.439003 = -619151.198099
  nChanged 264
		SP:Iteration 6Q (114422.690000 sec): 3 clusters
  Score: Raw -622143.760048 + Penalty 2821.439003 = -619322.321046
  nChanged 178
		SP:Iteration 7Q (114422.860000 sec): 3 clusters
  Score: Raw -622229.911512 + Penalty 2821.439003 = -619408.472510
  nChanged 134
		SP:Iteration 8Q (114423.070000 sec): 3 clusters
  Score: Raw -622289.785626 + Penalty 2821.439003 = -619468.346623
  nChanged 94
		SP:Iteration 9Q (114423.240000 sec): 3 clusters
  Score: Raw -622326.177513 + Penalty 2821.439003 = -619504.738510
  nChanged 99
		SP:Iteration 10Q (114423.410000 sec): 3 clusters
  Score: Raw -622363.095149 + Penalty 2821.439003 = -619541.656146
  nChanged 61
		SP:Iteration 11Q (114423.570000 sec): 3 clusters
  Score: Raw -622383.847815 + Penalty 2821.439003 = -619562.408812
  nChanged 51
		SP:Iteration 12Q (114423.750000 sec): 3 clusters
  Score: Raw -622407.566100 + Penalty 2821.439003 = -619586.127097
  nChanged 71
		SP:Iteration 13Q (114423.950000 sec): 3 clusters
  Score: Raw -622440.439261 + Penalty 2821.439003 = -619619.000259
  nChanged 60
		SP:Iteration 14Q (114424.190000 sec): 3 clusters
  Score: Raw -622468.192660 + Penalty 2821.439003 = -619646.753657
  nChanged 43
		SP:Iteration 15Q (114424.390000 sec): 3 clusters
  Score: Raw -622485.001596 + Penalty 2821.439003 = -619663.562593
  nChanged 41
		SP:Iteration 16Q (114424.540000 sec): 3 clusters
  Score: Raw -622497.378686 + Penalty 2821.439003 = -619675.939683
  nChanged 24
		SP:Iteration 17Q (114424.780000 sec): 3 clusters
  Score: Raw -622504.692334 + Penalty 2821.439003 = -619683.253331
  nChanged 20
		SP:Iteration 18Q (114424.990000 sec): 3 clusters
  Score: Raw -622511.809491 + Penalty 2821.439003 = -619690.370488
  nChanged 26
		SP:Iteration 19Q (114425.150000 sec): 3 clusters
  Score: Raw -622519.946440 + Penalty 2821.439003 = -619698.507437
  nChanged 31
		SP:Iteration 20F (114425.390000 sec): 3 clusters
  Score: Raw -622533.390221 + Penalty 2821.439003 = -619711.951218
  nChanged 41
		SP:Iteration 21Q (114425.570000 sec): 3 clusters
  Score: Raw -622550.766518 + Penalty 2821.439003 = -619729.327515
  nChanged 35
		SP:Iteration 22Q (114425.750000 sec): 3 clusters
  Score: Raw -622563.689590 + Penalty 2821.439003 = -619742.250587
  nChanged 40
		SP:Iteration 23Q (114425.910000 sec): 3 clusters
  Score: Raw -622579.526391 + Penalty 2821.439003 = -619758.087388
  nChanged 46
		SP:Iteration 24Q (114426.090000 sec): 3 clusters
  Score: Raw -622594.964799 + Penalty 2821.439003 = -619773.525796
  nChanged 47
		SP:Iteration 25Q (114426.260000 sec): 3 clusters
  Score: Raw -622614.309688 + Penalty 2821.439003 = -619792.870685
  nChanged 43
		SP:Iteration 26Q (114426.460000 sec): 3 clusters
  Score: Raw -622627.655818 + Penalty 2821.439003 = -619806.216816
  nChanged 39
		SP:Iteration 27Q (114426.650000 sec): 3 clusters
  Score: Raw -622638.743929 + Penalty 2821.439003 = -619817.304927
  nChanged 32
		SP:Iteration 28Q (114426.820000 sec): 3 clusters
  Score: Raw -622647.254404 + Penalty 2821.439003 = -619825.815401
  nChanged 39
		SP:Iteration 29Q (114426.980000 sec): 3 clusters
  Score: Raw -622657.873905 + Penalty 2821.439003 = -619836.434902
  nChanged 41
		SP:Iteration 30Q (114427.160000 sec): 3 clusters
  Score: Raw -622670.912237 + Penalty 2821.439003 = -619849.473234
  nChanged 41
		SP:Iteration 31Q (114427.330000 sec): 3 clusters
  Score: Raw -622683.540449 + Penalty 2821.439003 = -619862.101446
  nChanged 30
		SP:Iteration 32Q (114427.540000 sec): 3 clusters
  Score: Raw -622690.373195 + Penalty 2821.439003 = -619868.934192
  nChanged 22
		SP:Iteration 33Q (114427.700000 sec): 3 clusters
  Score: Raw -622695.584916 + Penalty 2821.439003 = -619874.145913
  nChanged 24
		SP:Iteration 34Q (114427.930000 sec): 3 clusters
  Score: Raw -622701.077194 + Penalty 2821.439003 = -619879.638192
  nChanged 20
		SP:Iteration 35Q (114428.100000 sec): 3 clusters
  Score: Raw -622705.089207 + Penalty 2821.439003 = -619883.650204
  nChanged 14
		SP:Iteration 36Q (114428.320000 sec): 3 clusters
  Score: Raw -622707.445530 + Penalty 2821.439003 = -619886.006528
  nChanged 14
		SP:Iteration 37Q (114428.500000 sec): 3 clusters
  Score: Raw -622710.155017 + Penalty 2821.439003 = -619888.716014
  nChanged 12
		SP:Iteration 38Q (114428.700000 sec): 3 clusters
  Score: Raw -622712.403804 + Penalty 2821.439003 = -619890.964801
  nChanged 12
		SP:Iteration 39Q (114428.900000 sec): 3 clusters
  Score: Raw -622714.387619 + Penalty 2821.439003 = -619892.948617
  nChanged 16
		SP:Iteration 40F (114429.100000 sec): 3 clusters
  Score: Raw -622717.850102 + Penalty 2821.439003 = -619896.411099
  nChanged 15
		SP:Iteration 41Q (114429.290000 sec): 3 clusters
  Score: Raw -622721.520971 + Penalty 2821.439003 = -619900.081969
  nChanged 16
		SP:Iteration 42Q (114429.500000 sec): 3 clusters
  Score: Raw -622724.043587 + Penalty 2821.439003 = -619902.604584
  nChanged 6
		SP:Iteration 43Q (114429.700000 sec): 3 clusters
  Score: Raw -622725.472215 + Penalty 2821.439003 = -619904.033212
  nChanged 13
		SP:Iteration 44Q (114429.880000 sec): 3 clusters
  Score: Raw -622728.491027 + Penalty 2821.439003 = -619907.052025
  nChanged 17
		SP:Iteration 45Q (114430.060000 sec): 3 clusters
  Score: Raw -622731.773903 + Penalty 2821.439003 = -619910.334901
  nChanged 18
		SP:Iteration 46Q (114430.230000 sec): 3 clusters
  Score: Raw -622735.101919 + Penalty 2821.439003 = -619913.662916
  nChanged 19
		SP:Iteration 47Q (114430.430000 sec): 3 clusters
  Score: Raw -622740.134571 + Penalty 2821.439003 = -619918.695568
  nChanged 17
		SP:Iteration 48Q (114430.610000 sec): 3 clusters
  Score: Raw -622743.609509 + Penalty 2821.439003 = -619922.170506
  nChanged 12
		SP:Iteration 49Q (114430.790000 sec): 3 clusters
  Score: Raw -622745.769220 + Penalty 2821.439003 = -619924.330218
  nChanged 13
		SP:Iteration 50Q (114430.950000 sec): 3 clusters
  Score: Raw -622748.680199 + Penalty 2821.439003 = -619927.241196
  nChanged 17
		SP:Iteration 51Q (114431.180000 sec): 3 clusters
  Score: Raw -622751.725626 + Penalty 2821.439003 = -619930.286623
  nChanged 14
		SP:Iteration 52Q (114431.400000 sec): 3 clusters
  Score: Raw -622754.476906 + Penalty 2821.439003 = -619933.037904
  nChanged 16
		SP:Iteration 53Q (114431.580000 sec): 3 clusters
  Score: Raw -622756.983458 + Penalty 2821.439003 = -619935.544455
  nChanged 13
		SP:Iteration 54Q (114431.790000 sec): 3 clusters
  Score: Raw -622759.299723 + Penalty 2821.439003 = -619937.860720
  nChanged 10
		SP:Iteration 55Q (114432.010000 sec): 3 clusters
  Score: Raw -622760.517696 + Penalty 2821.439003 = -619939.078693
  nChanged 7
		SP:Iteration 56Q (114432.180000 sec): 3 clusters
  Score: Raw -622762.318691 + Penalty 2821.439003 = -619940.879688
  nChanged 8
		SP:Iteration 57Q (114432.370000 sec): 3 clusters
  Score: Raw -622763.713400 + Penalty 2821.439003 = -619942.274397
  nChanged 6
		SP:Iteration 58Q (114432.530000 sec): 3 clusters
  Score: Raw -622764.668736 + Penalty 2821.439003 = -619943.229733
  nChanged 6
		SP:Iteration 59Q (114432.690000 sec): 3 clusters
  Score: Raw -622765.604632 + Penalty 2821.439003 = -619944.165629
  nChanged 5
		SP:Iteration 60F (114432.900000 sec): 3 clusters
  Score: Raw -622766.062584 + Penalty 2821.439003 = -619944.623581
  nChanged 2
		SP:Iteration 61Q (114433.090000 sec): 3 clusters
  Score: Raw -622766.266989 + Penalty 2821.439003 = -619944.827986
  nChanged 3
		SP:Iteration 62Q (114433.290000 sec): 3 clusters
  Score: Raw -622766.686149 + Penalty 2821.439003 = -619945.247146
  nChanged 6
		SP:Iteration 63Q (114433.470000 sec): 3 clusters
  Score: Raw -622767.524606 + Penalty 2821.439003 = -619946.085603
  nChanged 2
		SP:Iteration 64Q (114433.670000 sec): 3 clusters
  Score: Raw -622767.780375 + Penalty 2821.439003 = -619946.341372
  nChanged 2
		SP:Iteration 65Q (114433.810000 sec): 3 clusters
  Score: Raw -622768.061828 + Penalty 2821.439003 = -619946.622826
  nChanged 2
		SP:Iteration 66Q (114434.030000 sec): 3 clusters
  Score: Raw -622768.334983 + Penalty 2821.439003 = -619946.895980
  nChanged 4
		SP:Iteration 67Q (114434.220000 sec): 3 clusters
  Score: Raw -622769.038008 + Penalty 2821.439003 = -619947.599005
  nChanged 3
		SP:Iteration 68Q (114434.380000 sec): 3 clusters
  Score: Raw -622769.407386 + Penalty 2821.439003 = -619947.968383
  nChanged 1
		SP:Iteration 69Q (114434.580000 sec): 3 clusters
  Score: Raw -622769.531086 + Penalty 2821.439003 = -619948.092083
  nChanged 1
		SP:Iteration 70Q (114434.760000 sec): 3 clusters
  Score: Raw -622769.701215 + Penalty 2821.439003 = -619948.262212
  nChanged 1
		SP:Iteration 71Q (114434.930000 sec): 3 clusters
  Score: Raw -622769.818449 + Penalty 2821.439003 = -619948.379446
  nChanged 1
		SP:Iteration 72Q (114435.110000 sec): 3 clusters
  Score: Raw -622769.999210 + Penalty 2821.439003 = -619948.560207
  nChanged 3
		SP:Iteration 73Q (114435.290000 sec): 3 clusters
  Score: Raw -622770.392259 + Penalty 2821.439003 = -619948.953256
  nChanged 3
		SP:Iteration 74Q (114435.530000 sec): 3 clusters
  Score: Raw -622771.258042 + Penalty 2821.439003 = -619949.819040
  nChanged 6
		SP:Iteration 75Q (114435.710000 sec): 3 clusters
  Score: Raw -622772.232009 + Penalty 2821.439003 = -619950.793007
  nChanged 3
		SP:Iteration 76Q (114435.880000 sec): 3 clusters
  Score: Raw -622772.520081 + Penalty 2821.439003 = -619951.081078
  nChanged 1
		SP:Iteration 77Q (114436.040000 sec): 3 clusters
  Score: Raw -622772.715161 + Penalty 2821.439003 = -619951.276158
  nChanged 2
		SP:Iteration 78Q (114436.180000 sec): 3 clusters
  Score: Raw -622773.081823 + Penalty 2821.439003 = -619951.642820
  nChanged 3
		SP:Iteration 79Q (114436.310000 sec): 3 clusters
  Score: Raw -622773.484924 + Penalty 2821.439003 = -619952.045921
  nChanged 5
		SP:Iteration 80F (114436.440000 sec): 3 clusters
  Score: Raw -622774.384875 + Penalty 2821.439003 = -619952.945872
  nChanged 6
		SP:Iteration 81Q (114436.670000 sec): 3 clusters
  Score: Raw -622775.398510 + Penalty 2821.439003 = -619953.959507
  nChanged 4
		SP:Iteration 82Q (114436.890000 sec): 3 clusters
  Score: Raw -622775.755201 + Penalty 2821.439003 = -619954.316198
  nChanged 1
		SP:Iteration 83Q (114437.030000 sec): 3 clusters
  Score: Raw -622775.857308 + Penalty 2821.439003 = -619954.418306
  nChanged 0
		SP:Iteration 84F (114437.230000 sec): 3 clusters
  Score: Raw -622775.857308 + Penalty 2821.439003 = -619954.418306
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (26011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114437.430000 sec): 2 clusters
  Score: Raw -3111861.555537 + Penalty 1652.019656 = -3110209.535882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114437.710000 sec): 3 clusters
  Score: Raw -3095962.771705 + Penalty 3304.039311 = -3092658.732393
  nChanged 11868
		SP:Iteration 1F (114438.010000 sec): 3 clusters
  Score: Raw -3102173.443434 + Penalty 3304.039311 = -3098869.404122
  nChanged 1090
		SP:Iteration 2Q (114438.340000 sec): 3 clusters
  Score: Raw -3102466.663715 + Penalty 3304.039311 = -3099162.624403
  nChanged 1001
		SP:Iteration 3Q (114438.710000 sec): 3 clusters
  Score: Raw -3102756.460809 + Penalty 3304.039311 = -3099452.421498
  nChanged 967
		SP:Iteration 4Q (114439.040000 sec): 3 clusters
  Score: Raw -3103061.632366 + Penalty 3304.039311 = -3099757.593055
  nChanged 1016
		SP:Iteration 5Q (114439.350000 sec): 3 clusters
  Score: Raw -3103455.329417 + Penalty 3304.039311 = -3100151.290106
  nChanged 1231
		SP:Iteration 6Q (114439.690000 sec): 3 clusters
  Score: Raw -3104060.496898 + Penalty 3304.039311 = -3100756.457587
  nChanged 1523
		SP:Iteration 7F (114440.030000 sec): 3 clusters
  Score: Raw -3105012.273843 + Penalty 3304.039311 = -3101708.234531
  nChanged 1945
		SP:Iteration 8F (114440.320000 sec): 3 clusters
  Score: Raw -3106580.834275 + Penalty 3304.039311 = -3103276.794964
  nChanged 2144
		SP:Iteration 9F (114440.660000 sec): 3 clusters
  Score: Raw -3108631.041374 + Penalty 3304.039311 = -3105327.002063
  nChanged 1768
		SP:Iteration 10F (114441.020000 sec): 3 clusters
  Score: Raw -3110420.049000 + Penalty 3304.039311 = -3107116.009689
  nChanged 999
		SP:Iteration 11Q (114441.250000 sec): 3 clusters
  Score: Raw -3111418.711183 + Penalty 3304.039311 = -3108114.671871
  nChanged 337
		SP:Iteration 12Q (114441.500000 sec): 3 clusters
  Score: Raw -3111772.221930 + Penalty 3304.039311 = -3108468.182619
  nChanged 111
		SP:Iteration 13Q (114441.770000 sec): 3 clusters
  Score: Raw -3111936.369868 + Penalty 3304.039311 = -3108632.330557
  nChanged 31
		SP:Iteration 14Q (114442.040000 sec): 3 clusters
  Score: Raw -3111993.211066 + Penalty 3304.039311 = -3108689.171754
  nChanged 11
		SP:Iteration 15Q (114442.290000 sec): 3 clusters
  Score: Raw -3112016.612523 + Penalty 3304.039311 = -3108712.573212
  nChanged 8
		SP:Iteration 16Q (114442.530000 sec): 3 clusters
  Score: Raw -3112034.165142 + Penalty 3304.039311 = -3108730.125831
  nChanged 3
		SP:Iteration 17Q (114442.790000 sec): 3 clusters
  Score: Raw -3112042.310702 + Penalty 3304.039311 = -3108738.271390
  nChanged 4
		SP:Iteration 18Q (114443.040000 sec): 3 clusters
  Score: Raw -3112049.981548 + Penalty 3304.039311 = -3108745.942237
  nChanged 3
		SP:Iteration 19Q (114443.320000 sec): 3 clusters
  Score: Raw -3112059.854611 + Penalty 3304.039311 = -3108755.815300
  nChanged 1
		SP:Iteration 20F (114443.590000 sec): 3 clusters
  Score: Raw -3112061.557132 + Penalty 3304.039311 = -3108757.517821
  nChanged 1
		SP:Iteration 21Q (114443.860000 sec): 3 clusters
  Score: Raw -3112063.090723 + Penalty 3304.039311 = -3108759.051412
  nChanged 3
		SP:Iteration 22Q (114444.180000 sec): 3 clusters
  Score: Raw -3112066.133838 + Penalty 3304.039311 = -3108762.094526
  nChanged 2
		SP:Iteration 23Q (114444.420000 sec): 3 clusters
  Score: Raw -3112070.295851 + Penalty 3304.039311 = -3108766.256540
  nChanged 1
		SP:Iteration 24Q (114444.710000 sec): 3 clusters
  Score: Raw -3112070.961020 + Penalty 3304.039311 = -3108766.921709
  nChanged 0
		SP:Iteration 25F (114445.010000 sec): 3 clusters
  Score: Raw -3112070.961020 + Penalty 3304.039311 = -3108766.921709
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114445.110000 sec): 2 clusters
  Score: Raw -68326.300510 + Penalty 1049.988579 = -67276.311931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114445.280000 sec): 3 clusters
  Score: Raw -68200.912287 + Penalty 2099.977157 = -66100.935130
  nChanged 177
		SP:Iteration 1F (114445.460000 sec): 3 clusters
  Score: Raw -68389.276419 + Penalty 2099.977157 = -66289.299262
  nChanged 42
		SP:Iteration 2F (114445.650000 sec): 3 clusters
  Score: Raw -68444.901332 + Penalty 2099.977157 = -66344.924175
  nChanged 18
		SP:Iteration 3Q (114445.810000 sec): 3 clusters
  Score: Raw -68464.793930 + Penalty 2099.977157 = -66364.816773
  nChanged 13
		SP:Iteration 4Q (114445.950000 sec): 3 clusters
  Score: Raw -68479.355396 + Penalty 2099.977157 = -66379.378239
  nChanged 9
		SP:Iteration 5Q (114446.100000 sec): 3 clusters
  Score: Raw -68499.453964 + Penalty 2099.977157 = -66399.476806
  nChanged 12
		SP:Iteration 6Q (114446.250000 sec): 3 clusters
  Score: Raw -68514.904188 + Penalty 2099.977157 = -66414.927031
  nChanged 2
		SP:Iteration 7Q (114446.420000 sec): 3 clusters
  Score: Raw -68516.856203 + Penalty 2099.977157 = -66416.879046
  nChanged 1
		SP:Iteration 8Q (114446.620000 sec): 3 clusters
  Score: Raw -68518.315317 + Penalty 2099.977157 = -66418.338160
  nChanged 2
		SP:Iteration 9Q (114446.750000 sec): 3 clusters
  Score: Raw -68523.150375 + Penalty 2099.977157 = -66423.173217
  nChanged 4
		SP:Iteration 10Q (114446.930000 sec): 3 clusters
  Score: Raw -68528.884521 + Penalty 2099.977157 = -66428.907364
  nChanged 1
		SP:Iteration 11Q (114447.110000 sec): 3 clusters
  Score: Raw -68532.067396 + Penalty 2099.977157 = -66432.090238
  nChanged 0
		SP:Iteration 12F (114447.280000 sec): 3 clusters
  Score: Raw -68532.067396 + Penalty 2099.977157 = -66432.090238
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114447.460000 sec): 2 clusters
  Score: Raw -1176366.309600 + Penalty 1513.301752 = -1174853.007848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114447.630000 sec): 3 clusters
  Score: Raw -1170016.975131 + Penalty 3026.603504 = -1166990.371627
  nChanged 4921
		SP:Iteration 1F (114447.870000 sec): 3 clusters
  Score: Raw -1172874.025867 + Penalty 3026.603504 = -1169847.422363
  nChanged 797
		SP:Iteration 2F (114448.130000 sec): 3 clusters
  Score: Raw -1173359.755806 + Penalty 3026.603504 = -1170333.152303
  nChanged 761
		SP:Iteration 3F (114448.330000 sec): 3 clusters
  Score: Raw -1173845.482446 + Penalty 3026.603504 = -1170818.878942
  nChanged 686
		SP:Iteration 4F (114448.590000 sec): 3 clusters
  Score: Raw -1174249.283423 + Penalty 3026.603504 = -1171222.679919
  nChanged 585
		SP:Iteration 5F (114448.780000 sec): 3 clusters
  Score: Raw -1174618.289996 + Penalty 3026.603504 = -1171591.686492
  nChanged 553
		SP:Iteration 6Q (114449.000000 sec): 3 clusters
  Score: Raw -1174937.816590 + Penalty 3026.603504 = -1171911.213086
  nChanged 475
		SP:Iteration 7Q (114449.210000 sec): 3 clusters
  Score: Raw -1175201.983382 + Penalty 3026.603504 = -1172175.379878
  nChanged 414
		SP:Iteration 8Q (114449.410000 sec): 3 clusters
  Score: Raw -1175412.263693 + Penalty 3026.603504 = -1172385.660190
  nChanged 327
		SP:Iteration 9Q (114449.690000 sec): 3 clusters
  Score: Raw -1175556.647943 + Penalty 3026.603504 = -1172530.044439
  nChanged 238
		SP:Iteration 10Q (114449.870000 sec): 3 clusters
  Score: Raw -1175669.456043 + Penalty 3026.603504 = -1172642.852539
  nChanged 204
		SP:Iteration 11Q (114450.130000 sec): 3 clusters
  Score: Raw -1175768.411605 + Penalty 3026.603504 = -1172741.808101
  nChanged 184
		SP:Iteration 12Q (114450.390000 sec): 3 clusters
  Score: Raw -1175856.285060 + Penalty 3026.603504 = -1172829.681556
  nChanged 161
		SP:Iteration 13Q (114450.570000 sec): 3 clusters
  Score: Raw -1175945.077226 + Penalty 3026.603504 = -1172918.473722
  nChanged 159
		SP:Iteration 14Q (114450.800000 sec): 3 clusters
  Score: Raw -1176074.007556 + Penalty 3026.603504 = -1173047.404053
  nChanged 161
		SP:Iteration 15Q (114450.990000 sec): 3 clusters
  Score: Raw -1176222.681138 + Penalty 3026.603504 = -1173196.077634
  nChanged 151
		SP:Iteration 16Q (114451.250000 sec): 3 clusters
  Score: Raw -1176357.560474 + Penalty 3026.603504 = -1173330.956971
  nChanged 137
		SP:Iteration 17Q (114451.440000 sec): 3 clusters
  Score: Raw -1176474.012675 + Penalty 3026.603504 = -1173447.409171
  nChanged 141
		SP:Iteration 18Q (114451.670000 sec): 3 clusters
  Score: Raw -1176600.187503 + Penalty 3026.603504 = -1173573.583999
  nChanged 131
		SP:Iteration 19Q (114451.870000 sec): 3 clusters
  Score: Raw -1176711.953900 + Penalty 3026.603504 = -1173685.350396
  nChanged 119
		SP:Iteration 20F (114452.100000 sec): 3 clusters
  Score: Raw -1176814.388754 + Penalty 3026.603504 = -1173787.785250
  nChanged 106
		SP:Iteration 21Q (114452.350000 sec): 3 clusters
  Score: Raw -1176898.330546 + Penalty 3026.603504 = -1173871.727042
  nChanged 99
		SP:Iteration 22Q (114452.530000 sec): 3 clusters
  Score: Raw -1176960.733700 + Penalty 3026.603504 = -1173934.130196
  nChanged 77
		SP:Iteration 23Q (114452.760000 sec): 3 clusters
  Score: Raw -1177004.665482 + Penalty 3026.603504 = -1173978.061978
  nChanged 85
		SP:Iteration 24Q (114452.970000 sec): 3 clusters
  Score: Raw -1177049.670092 + Penalty 3026.603504 = -1174023.066588
  nChanged 72
		SP:Iteration 25Q (114453.220000 sec): 3 clusters
  Score: Raw -1177080.153932 + Penalty 3026.603504 = -1174053.550428
  nChanged 52
		SP:Iteration 26Q (114453.410000 sec): 3 clusters
  Score: Raw -1177097.395143 + Penalty 3026.603504 = -1174070.791639
  nChanged 35
		SP:Iteration 27Q (114453.620000 sec): 3 clusters
  Score: Raw -1177109.297935 + Penalty 3026.603504 = -1174082.694431
  nChanged 30
		SP:Iteration 28Q (114453.890000 sec): 3 clusters
  Score: Raw -1177117.025030 + Penalty 3026.603504 = -1174090.421526
  nChanged 17
		SP:Iteration 29Q (114454.060000 sec): 3 clusters
  Score: Raw -1177121.173320 + Penalty 3026.603504 = -1174094.569816
  nChanged 25
		SP:Iteration 30Q (114454.280000 sec): 3 clusters
  Score: Raw -1177127.980151 + Penalty 3026.603504 = -1174101.376648
  nChanged 14
		SP:Iteration 31Q (114454.480000 sec): 3 clusters
  Score: Raw -1177131.440636 + Penalty 3026.603504 = -1174104.837132
  nChanged 12
		SP:Iteration 32Q (114454.730000 sec): 3 clusters
  Score: Raw -1177133.311100 + Penalty 3026.603504 = -1174106.707597
  nChanged 7
		SP:Iteration 33Q (114454.920000 sec): 3 clusters
  Score: Raw -1177134.731594 + Penalty 3026.603504 = -1174108.128091
  nChanged 5
		SP:Iteration 34Q (114455.140000 sec): 3 clusters
  Score: Raw -1177135.739050 + Penalty 3026.603504 = -1174109.135546
  nChanged 7
		SP:Iteration 35Q (114455.340000 sec): 3 clusters
  Score: Raw -1177136.911215 + Penalty 3026.603504 = -1174110.307711
  nChanged 5
		SP:Iteration 36Q (114455.580000 sec): 3 clusters
  Score: Raw -1177137.752090 + Penalty 3026.603504 = -1174111.148586
  nChanged 5
		SP:Iteration 37Q (114455.790000 sec): 3 clusters
  Score: Raw -1177138.341856 + Penalty 3026.603504 = -1174111.738353
  nChanged 3
		SP:Iteration 38Q (114455.970000 sec): 3 clusters
  Score: Raw -1177138.656782 + Penalty 3026.603504 = -1174112.053279
  nChanged 2
		SP:Iteration 39Q (114456.190000 sec): 3 clusters
  Score: Raw -1177139.258400 + Penalty 3026.603504 = -1174112.654897
  nChanged 3
		SP:Iteration 40F (114456.430000 sec): 3 clusters
  Score: Raw -1177139.673603 + Penalty 3026.603504 = -1174113.070099
  nChanged 1
		SP:Iteration 41Q (114456.620000 sec): 3 clusters
  Score: Raw -1177139.849813 + Penalty 3026.603504 = -1174113.246309
  nChanged 2
		SP:Iteration 42Q (114456.840000 sec): 3 clusters
  Score: Raw -1177140.269800 + Penalty 3026.603504 = -1174113.666297
  nChanged 3
		SP:Iteration 43Q (114457.040000 sec): 3 clusters
  Score: Raw -1177140.982988 + Penalty 3026.603504 = -1174114.379484
  nChanged 4
		SP:Iteration 44Q (114457.280000 sec): 3 clusters
  Score: Raw -1177141.718763 + Penalty 3026.603504 = -1174115.115259
  nChanged 5
		SP:Iteration 45Q (114457.450000 sec): 3 clusters
  Score: Raw -1177143.150066 + Penalty 3026.603504 = -1174116.546562
  nChanged 5
		SP:Iteration 46Q (114457.720000 sec): 3 clusters
  Score: Raw -1177143.914079 + Penalty 3026.603504 = -1174117.310576
  nChanged 4
		SP:Iteration 47Q (114457.950000 sec): 3 clusters
  Score: Raw -1177144.614890 + Penalty 3026.603504 = -1174118.011386
  nChanged 2
		SP:Iteration 48Q (114458.120000 sec): 3 clusters
  Score: Raw -1177144.951991 + Penalty 3026.603504 = -1174118.348487
  nChanged 3
		SP:Iteration 49Q (114458.340000 sec): 3 clusters
  Score: Raw -1177145.358754 + Penalty 3026.603504 = -1174118.755250
  nChanged 3
		SP:Iteration 50Q (114458.560000 sec): 3 clusters
  Score: Raw -1177146.071145 + Penalty 3026.603504 = -1174119.467642
  nChanged 5
		SP:Iteration 51Q (114458.790000 sec): 3 clusters
  Score: Raw -1177147.254326 + Penalty 3026.603504 = -1174120.650822
  nChanged 9
		SP:Iteration 52Q (114458.950000 sec): 3 clusters
  Score: Raw -1177148.876766 + Penalty 3026.603504 = -1174122.273263
  nChanged 6
		SP:Iteration 53Q (114459.150000 sec): 3 clusters
  Score: Raw -1177149.983220 + Penalty 3026.603504 = -1174123.379716
  nChanged 8
		SP:Iteration 54Q (114459.410000 sec): 3 clusters
  Score: Raw -1177151.489002 + Penalty 3026.603504 = -1174124.885498
  nChanged 6
		SP:Iteration 55Q (114459.620000 sec): 3 clusters
  Score: Raw -1177152.294024 + Penalty 3026.603504 = -1174125.690520
  nChanged 6
		SP:Iteration 56Q (114459.810000 sec): 3 clusters
  Score: Raw -1177153.617831 + Penalty 3026.603504 = -1174127.014327
  nChanged 3
		SP:Iteration 57Q (114460.000000 sec): 3 clusters
  Score: Raw -1177154.251966 + Penalty 3026.603504 = -1174127.648462
  nChanged 4
		SP:Iteration 58Q (114460.230000 sec): 3 clusters
  Score: Raw -1177154.840918 + Penalty 3026.603504 = -1174128.237414
  nChanged 5
		SP:Iteration 59Q (114460.440000 sec): 3 clusters
  Score: Raw -1177155.791678 + Penalty 3026.603504 = -1174129.188175
  nChanged 3
		SP:Iteration 60F (114460.640000 sec): 3 clusters
  Score: Raw -1177156.270583 + Penalty 3026.603504 = -1174129.667079
  nChanged 3
		SP:Iteration 61Q (114460.840000 sec): 3 clusters
  Score: Raw -1177157.032586 + Penalty 3026.603504 = -1174130.429082
  nChanged 4
		SP:Iteration 62Q (114461.060000 sec): 3 clusters
  Score: Raw -1177158.045372 + Penalty 3026.603504 = -1174131.441868
  nChanged 3
		SP:Iteration 63Q (114461.240000 sec): 3 clusters
  Score: Raw -1177158.875702 + Penalty 3026.603504 = -1174132.272198
  nChanged 4
		SP:Iteration 64Q (114461.460000 sec): 3 clusters
  Score: Raw -1177159.735990 + Penalty 3026.603504 = -1174133.132486
  nChanged 5
		SP:Iteration 65Q (114461.660000 sec): 3 clusters
  Score: Raw -1177160.418960 + Penalty 3026.603504 = -1174133.815456
  nChanged 1
		SP:Iteration 66Q (114461.870000 sec): 3 clusters
  Score: Raw -1177160.654791 + Penalty 3026.603504 = -1174134.051287
  nChanged 2
		SP:Iteration 67Q (114462.060000 sec): 3 clusters
  Score: Raw -1177161.173159 + Penalty 3026.603504 = -1174134.569655
  nChanged 2
		SP:Iteration 68Q (114462.280000 sec): 3 clusters
  Score: Raw -1177161.540876 + Penalty 3026.603504 = -1174134.937372
  nChanged 0
		SP:Iteration 69F (114462.510000 sec): 3 clusters
  Score: Raw -1177161.540876 + Penalty 3026.603504 = -1174134.937372
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (10048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114462.640000 sec): 2 clusters
  Score: Raw -1102840.014296 + Penalty 1497.458444 = -1101342.555852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114462.850000 sec): 3 clusters
  Score: Raw -1097180.497574 + Penalty 2994.916889 = -1094185.580685
  nChanged 4344
		SP:Iteration 1F (114463.080000 sec): 3 clusters
  Score: Raw -1099480.554755 + Penalty 2994.916889 = -1096485.637866
  nChanged 615
		SP:Iteration 2F (114463.300000 sec): 3 clusters
  Score: Raw -1099782.591486 + Penalty 2994.916889 = -1096787.674597
  nChanged 535
		SP:Iteration 3F (114463.510000 sec): 3 clusters
  Score: Raw -1100060.712493 + Penalty 2994.916889 = -1097065.795604
  nChanged 495
		SP:Iteration 4Q (114463.700000 sec): 3 clusters
  Score: Raw -1100327.267403 + Penalty 2994.916889 = -1097332.350514
  nChanged 493
		SP:Iteration 5Q (114463.920000 sec): 3 clusters
  Score: Raw -1100606.211064 + Penalty 2994.916889 = -1097611.294175
  nChanged 462
		SP:Iteration 6Q (114464.150000 sec): 3 clusters
  Score: Raw -1100866.207021 + Penalty 2994.916889 = -1097871.290133
  nChanged 439
		SP:Iteration 7Q (114464.360000 sec): 3 clusters
  Score: Raw -1101113.510398 + Penalty 2994.916889 = -1098118.593509
  nChanged 409
		SP:Iteration 8Q (114464.590000 sec): 3 clusters
  Score: Raw -1101321.550408 + Penalty 2994.916889 = -1098326.633519
  nChanged 334
		SP:Iteration 9Q (114464.800000 sec): 3 clusters
  Score: Raw -1101500.099848 + Penalty 2994.916889 = -1098505.182959
  nChanged 361
		SP:Iteration 10Q (114464.980000 sec): 3 clusters
  Score: Raw -1101686.963871 + Penalty 2994.916889 = -1098692.046982
  nChanged 309
		SP:Iteration 11Q (114465.180000 sec): 3 clusters
  Score: Raw -1101841.378875 + Penalty 2994.916889 = -1098846.461986
  nChanged 289
		SP:Iteration 12Q (114465.390000 sec): 3 clusters
  Score: Raw -1101994.327817 + Penalty 2994.916889 = -1098999.410928
  nChanged 270
		SP:Iteration 13Q (114465.600000 sec): 3 clusters
  Score: Raw -1102123.431723 + Penalty 2994.916889 = -1099128.514834
  nChanged 236
		SP:Iteration 14Q (114465.840000 sec): 3 clusters
  Score: Raw -1102235.021065 + Penalty 2994.916889 = -1099240.104176
  nChanged 218
		SP:Iteration 15Q (114466.020000 sec): 3 clusters
  Score: Raw -1102340.223613 + Penalty 2994.916889 = -1099345.306724
  nChanged 198
		SP:Iteration 16Q (114466.220000 sec): 3 clusters
  Score: Raw -1102445.312925 + Penalty 2994.916889 = -1099450.396037
  nChanged 193
		SP:Iteration 17Q (114466.440000 sec): 3 clusters
  Score: Raw -1102546.582882 + Penalty 2994.916889 = -1099551.665993
  nChanged 171
		SP:Iteration 18Q (114466.640000 sec): 3 clusters
  Score: Raw -1102634.984158 + Penalty 2994.916889 = -1099640.067269
  nChanged 149
		SP:Iteration 19Q (114466.850000 sec): 3 clusters
  Score: Raw -1102704.306694 + Penalty 2994.916889 = -1099709.389805
  nChanged 133
		SP:Iteration 20F (114467.020000 sec): 3 clusters
  Score: Raw -1102771.517126 + Penalty 2994.916889 = -1099776.600237
  nChanged 116
		SP:Iteration 21Q (114467.240000 sec): 3 clusters
  Score: Raw -1102826.982680 + Penalty 2994.916889 = -1099832.065791
  nChanged 100
		SP:Iteration 22Q (114467.430000 sec): 3 clusters
  Score: Raw -1102872.567064 + Penalty 2994.916889 = -1099877.650175
  nChanged 93
		SP:Iteration 23Q (114467.640000 sec): 3 clusters
  Score: Raw -1102915.143315 + Penalty 2994.916889 = -1099920.226426
  nChanged 75
		SP:Iteration 24Q (114467.890000 sec): 3 clusters
  Score: Raw -1102945.066011 + Penalty 2994.916889 = -1099950.149122
  nChanged 61
		SP:Iteration 25Q (114468.080000 sec): 3 clusters
  Score: Raw -1102977.035490 + Penalty 2994.916889 = -1099982.118601
  nChanged 52
		SP:Iteration 26Q (114468.290000 sec): 3 clusters
  Score: Raw -1103002.500020 + Penalty 2994.916889 = -1100007.583131
  nChanged 48
		SP:Iteration 27Q (114468.550000 sec): 3 clusters
  Score: Raw -1103021.133990 + Penalty 2994.916889 = -1100026.217101
  nChanged 37
		SP:Iteration 28Q (114468.740000 sec): 3 clusters
  Score: Raw -1103035.343940 + Penalty 2994.916889 = -1100040.427051
  nChanged 27
		SP:Iteration 29Q (114468.980000 sec): 3 clusters
  Score: Raw -1103047.201273 + Penalty 2994.916889 = -1100052.284384
  nChanged 31
		SP:Iteration 30Q (114469.170000 sec): 3 clusters
  Score: Raw -1103063.210119 + Penalty 2994.916889 = -1100068.293230
  nChanged 39
		SP:Iteration 31Q (114469.370000 sec): 3 clusters
  Score: Raw -1103083.546127 + Penalty 2994.916889 = -1100088.629238
  nChanged 24
		SP:Iteration 32Q (114469.620000 sec): 3 clusters
  Score: Raw -1103096.671772 + Penalty 2994.916889 = -1100101.754883
  nChanged 24
		SP:Iteration 33Q (114469.830000 sec): 3 clusters
  Score: Raw -1103107.252210 + Penalty 2994.916889 = -1100112.335321
  nChanged 20
		SP:Iteration 34Q (114470.000000 sec): 3 clusters
  Score: Raw -1103120.898707 + Penalty 2994.916889 = -1100125.981818
  nChanged 20
		SP:Iteration 35Q (114470.240000 sec): 3 clusters
  Score: Raw -1103132.611231 + Penalty 2994.916889 = -1100137.694342
  nChanged 18
		SP:Iteration 36Q (114470.440000 sec): 3 clusters
  Score: Raw -1103140.358525 + Penalty 2994.916889 = -1100145.441636
  nChanged 12
		SP:Iteration 37Q (114470.640000 sec): 3 clusters
  Score: Raw -1103144.164341 + Penalty 2994.916889 = -1100149.247452
  nChanged 8
		SP:Iteration 38Q (114470.830000 sec): 3 clusters
  Score: Raw -1103148.605269 + Penalty 2994.916889 = -1100153.688381
  nChanged 4
		SP:Iteration 39Q (114471.040000 sec): 3 clusters
  Score: Raw -1103150.095545 + Penalty 2994.916889 = -1100155.178656
  nChanged 2
		SP:Iteration 40F (114471.240000 sec): 3 clusters
  Score: Raw -1103150.749876 + Penalty 2994.916889 = -1100155.832987
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114471.330000 sec): 2 clusters
  Score: Raw -419395.786260 + Penalty 1340.768186 = -418055.018074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114471.510000 sec): 3 clusters
  Score: Raw -417507.224596 + Penalty 2681.536372 = -414825.688224
  nChanged 1468
		SP:Iteration 1F (114471.720000 sec): 3 clusters
  Score: Raw -418431.804054 + Penalty 2681.536372 = -415750.267682
  nChanged 274
		SP:Iteration 2F (114471.870000 sec): 3 clusters
  Score: Raw -418590.745261 + Penalty 2681.536372 = -415909.208889
  nChanged 200
		SP:Iteration 3F (114472.060000 sec): 3 clusters
  Score: Raw -418709.827474 + Penalty 2681.536372 = -416028.291102
  nChanged 154
		SP:Iteration 4Q (114472.250000 sec): 3 clusters
  Score: Raw -418792.970704 + Penalty 2681.536372 = -416111.434332
  nChanged 127
		SP:Iteration 5Q (114472.400000 sec): 3 clusters
  Score: Raw -418866.583438 + Penalty 2681.536372 = -416185.047066
  nChanged 128
		SP:Iteration 6Q (114472.550000 sec): 3 clusters
  Score: Raw -418928.957064 + Penalty 2681.536372 = -416247.420692
  nChanged 108
		SP:Iteration 7Q (114472.720000 sec): 3 clusters
  Score: Raw -418979.997408 + Penalty 2681.536372 = -416298.461036
  nChanged 81
		SP:Iteration 8Q (114472.950000 sec): 3 clusters
  Score: Raw -419012.326510 + Penalty 2681.536372 = -416330.790138
  nChanged 66
		SP:Iteration 9Q (114473.120000 sec): 3 clusters
  Score: Raw -419041.820891 + Penalty 2681.536372 = -416360.284519
  nChanged 58
		SP:Iteration 10Q (114473.320000 sec): 3 clusters
  Score: Raw -419069.067539 + Penalty 2681.536372 = -416387.531167
  nChanged 70
		SP:Iteration 11Q (114473.480000 sec): 3 clusters
  Score: Raw -419096.979759 + Penalty 2681.536372 = -416415.443387
  nChanged 58
		SP:Iteration 12Q (114473.670000 sec): 3 clusters
  Score: Raw -419117.564299 + Penalty 2681.536372 = -416436.027927
  nChanged 46
		SP:Iteration 13Q (114473.860000 sec): 3 clusters
  Score: Raw -419136.480036 + Penalty 2681.536372 = -416454.943664
  nChanged 55
		SP:Iteration 14Q (114474.070000 sec): 3 clusters
  Score: Raw -419156.934564 + Penalty 2681.536372 = -416475.398192
  nChanged 35
		SP:Iteration 15Q (114474.230000 sec): 3 clusters
  Score: Raw -419167.619532 + Penalty 2681.536372 = -416486.083160
  nChanged 31
		SP:Iteration 16Q (114474.430000 sec): 3 clusters
  Score: Raw -419177.837009 + Penalty 2681.536372 = -416496.300637
  nChanged 28
		SP:Iteration 17Q (114474.620000 sec): 3 clusters
  Score: Raw -419187.626796 + Penalty 2681.536372 = -416506.090424
  nChanged 27
		SP:Iteration 18Q (114474.780000 sec): 3 clusters
  Score: Raw -419197.208686 + Penalty 2681.536372 = -416515.672314
  nChanged 35
		SP:Iteration 19Q (114474.980000 sec): 3 clusters
  Score: Raw -419210.437390 + Penalty 2681.536372 = -416528.901017
  nChanged 37
		SP:Iteration 20F (114475.190000 sec): 3 clusters
  Score: Raw -419224.392455 + Penalty 2681.536372 = -416542.856083
  nChanged 31
		SP:Iteration 21Q (114475.360000 sec): 3 clusters
  Score: Raw -419233.712055 + Penalty 2681.536372 = -416552.175683
  nChanged 19
		SP:Iteration 22Q (114475.520000 sec): 3 clusters
  Score: Raw -419239.582453 + Penalty 2681.536372 = -416558.046081
  nChanged 23
		SP:Iteration 23Q (114475.680000 sec): 3 clusters
  Score: Raw -419247.242965 + Penalty 2681.536372 = -416565.706593
  nChanged 25
		SP:Iteration 24Q (114475.840000 sec): 3 clusters
  Score: Raw -419254.597419 + Penalty 2681.536372 = -416573.061046
  nChanged 21
		SP:Iteration 25Q (114476.020000 sec): 3 clusters
  Score: Raw -419260.920416 + Penalty 2681.536372 = -416579.384044
  nChanged 12
		SP:Iteration 26Q (114476.200000 sec): 3 clusters
  Score: Raw -419264.610743 + Penalty 2681.536372 = -416583.074371
  nChanged 15
		SP:Iteration 27Q (114476.370000 sec): 3 clusters
  Score: Raw -419269.241130 + Penalty 2681.536372 = -416587.704757
  nChanged 12
		SP:Iteration 28Q (114476.530000 sec): 3 clusters
  Score: Raw -419272.274064 + Penalty 2681.536372 = -416590.737692
  nChanged 8
		SP:Iteration 29Q (114476.740000 sec): 3 clusters
  Score: Raw -419274.508698 + Penalty 2681.536372 = -416592.972326
  nChanged 10
		SP:Iteration 30Q (114476.950000 sec): 3 clusters
  Score: Raw -419277.413451 + Penalty 2681.536372 = -416595.877079
  nChanged 17
		SP:Iteration 31Q (114477.110000 sec): 3 clusters
  Score: Raw -419282.589847 + Penalty 2681.536372 = -416601.053475
  nChanged 19
		SP:Iteration 32Q (114477.330000 sec): 3 clusters
  Score: Raw -419288.503936 + Penalty 2681.536372 = -416606.967564
  nChanged 16
		SP:Iteration 33Q (114477.520000 sec): 3 clusters
  Score: Raw -419293.337074 + Penalty 2681.536372 = -416611.800702
  nChanged 10
		SP:Iteration 34Q (114477.700000 sec): 3 clusters
  Score: Raw -419298.299275 + Penalty 2681.536372 = -416616.762903
  nChanged 17
		SP:Iteration 35Q (114477.890000 sec): 3 clusters
  Score: Raw -419303.998436 + Penalty 2681.536372 = -416622.462064
  nChanged 17
		SP:Iteration 36Q (114478.050000 sec): 3 clusters
  Score: Raw -419308.869834 + Penalty 2681.536372 = -416627.333462
  nChanged 13
		SP:Iteration 37Q (114478.200000 sec): 3 clusters
  Score: Raw -419312.746562 + Penalty 2681.536372 = -416631.210190
  nChanged 7
		SP:Iteration 38Q (114478.360000 sec): 3 clusters
  Score: Raw -419314.414232 + Penalty 2681.536372 = -416632.877860
  nChanged 6
		SP:Iteration 39Q (114478.520000 sec): 3 clusters
  Score: Raw -419316.301769 + Penalty 2681.536372 = -416634.765397
  nChanged 3
		SP:Iteration 40F (114478.670000 sec): 3 clusters
  Score: Raw -419316.894449 + Penalty 2681.536372 = -416635.358077
  nChanged 3
		SP:Iteration 41Q (114478.790000 sec): 3 clusters
  Score: Raw -419317.647883 + Penalty 2681.536372 = -416636.111511
  nChanged 0
		SP:Iteration 42F (114478.920000 sec): 3 clusters
  Score: Raw -419317.647883 + Penalty 2681.536372 = -416636.111511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114479.060000 sec): 2 clusters
  Score: Raw -497630.280544 + Penalty 1373.539050 = -496256.741495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114479.200000 sec): 3 clusters
  Score: Raw -495210.931449 + Penalty 2747.078099 = -492463.853350
  nChanged 1901
		SP:Iteration 1F (114479.330000 sec): 3 clusters
  Score: Raw -496293.730743 + Penalty 2747.078099 = -493546.652644
  nChanged 334
		SP:Iteration 2F (114479.520000 sec): 3 clusters
  Score: Raw -496526.039853 + Penalty 2747.078099 = -493778.961754
  nChanged 292
		SP:Iteration 3F (114479.700000 sec): 3 clusters
  Score: Raw -496764.962656 + Penalty 2747.078099 = -494017.884557
  nChanged 283
		SP:Iteration 4F (114479.850000 sec): 3 clusters
  Score: Raw -496985.699876 + Penalty 2747.078099 = -494238.621776
  nChanged 247
		SP:Iteration 5F (114480.060000 sec): 3 clusters
  Score: Raw -497163.532257 + Penalty 2747.078099 = -494416.454158
  nChanged 207
		SP:Iteration 6Q (114480.270000 sec): 3 clusters
  Score: Raw -497287.412800 + Penalty 2747.078099 = -494540.334700
  nChanged 174
		SP:Iteration 7Q (114480.460000 sec): 3 clusters
  Score: Raw -497385.689339 + Penalty 2747.078099 = -494638.611239
  nChanged 154
		SP:Iteration 8Q (114480.690000 sec): 3 clusters
  Score: Raw -497462.430632 + Penalty 2747.078099 = -494715.352533
  nChanged 121
		SP:Iteration 9Q (114480.890000 sec): 3 clusters
  Score: Raw -497522.136292 + Penalty 2747.078099 = -494775.058192
  nChanged 87
		SP:Iteration 10Q (114481.060000 sec): 3 clusters
  Score: Raw -497555.463698 + Penalty 2747.078099 = -494808.385599
  nChanged 67
		SP:Iteration 11Q (114481.210000 sec): 3 clusters
  Score: Raw -497579.996248 + Penalty 2747.078099 = -494832.918149
  nChanged 59
		SP:Iteration 12Q (114481.360000 sec): 3 clusters
  Score: Raw -497596.540737 + Penalty 2747.078099 = -494849.462637
  nChanged 55
		SP:Iteration 13Q (114481.560000 sec): 3 clusters
  Score: Raw -497613.540915 + Penalty 2747.078099 = -494866.462816
  nChanged 42
		SP:Iteration 14Q (114481.770000 sec): 3 clusters
  Score: Raw -497626.724232 + Penalty 2747.078099 = -494879.646133
  nChanged 35
		SP:Iteration 15Q (114481.940000 sec): 3 clusters
  Score: Raw -497636.838614 + Penalty 2747.078099 = -494889.760514
  nChanged 25
		SP:Iteration 16Q (114482.160000 sec): 3 clusters
  Score: Raw -497642.622089 + Penalty 2747.078099 = -494895.543990
  nChanged 25
		SP:Iteration 17Q (114482.330000 sec): 3 clusters
  Score: Raw -497649.110169 + Penalty 2747.078099 = -494902.032070
  nChanged 26
		SP:Iteration 18Q (114482.480000 sec): 3 clusters
  Score: Raw -497656.456227 + Penalty 2747.078099 = -494909.378128
  nChanged 30
		SP:Iteration 19Q (114482.680000 sec): 3 clusters
  Score: Raw -497662.501978 + Penalty 2747.078099 = -494915.423879
  nChanged 29
		SP:Iteration 20F (114482.900000 sec): 3 clusters
  Score: Raw -497669.333503 + Penalty 2747.078099 = -494922.255403
  nChanged 24
		SP:Iteration 21Q (114483.060000 sec): 3 clusters
  Score: Raw -497675.416819 + Penalty 2747.078099 = -494928.338720
  nChanged 20
		SP:Iteration 22Q (114483.280000 sec): 3 clusters
  Score: Raw -497679.832364 + Penalty 2747.078099 = -494932.754265
  nChanged 14
		SP:Iteration 23Q (114483.460000 sec): 3 clusters
  Score: Raw -497682.265969 + Penalty 2747.078099 = -494935.187869
  nChanged 9
		SP:Iteration 24Q (114483.700000 sec): 3 clusters
  Score: Raw -497683.472990 + Penalty 2747.078099 = -494936.394891
  nChanged 7
		SP:Iteration 25Q (114483.850000 sec): 3 clusters
  Score: Raw -497684.982388 + Penalty 2747.078099 = -494937.904289
  nChanged 6
		SP:Iteration 26Q (114484.030000 sec): 3 clusters
  Score: Raw -497686.072140 + Penalty 2747.078099 = -494938.994041
  nChanged 4
		SP:Iteration 27Q (114484.220000 sec): 3 clusters
  Score: Raw -497687.004672 + Penalty 2747.078099 = -494939.926572
  nChanged 7
		SP:Iteration 28Q (114484.400000 sec): 3 clusters
  Score: Raw -497688.382915 + Penalty 2747.078099 = -494941.304816
  nChanged 7
		SP:Iteration 29Q (114484.570000 sec): 3 clusters
  Score: Raw -497690.265977 + Penalty 2747.078099 = -494943.187878
  nChanged 8
		SP:Iteration 30Q (114484.760000 sec): 3 clusters
  Score: Raw -497691.485708 + Penalty 2747.078099 = -494944.407609
  nChanged 7
		SP:Iteration 31Q (114484.980000 sec): 3 clusters
  Score: Raw -497692.994002 + Penalty 2747.078099 = -494945.915903
  nChanged 7
		SP:Iteration 32Q (114485.160000 sec): 3 clusters
  Score: Raw -497695.075638 + Penalty 2747.078099 = -494947.997539
  nChanged 6
		SP:Iteration 33Q (114485.360000 sec): 3 clusters
  Score: Raw -497696.116469 + Penalty 2747.078099 = -494949.038370
  nChanged 3
		SP:Iteration 34Q (114485.570000 sec): 3 clusters
  Score: Raw -497696.591481 + Penalty 2747.078099 = -494949.513381
  nChanged 3
		SP:Iteration 35Q (114485.720000 sec): 3 clusters
  Score: Raw -497697.195253 + Penalty 2747.078099 = -494950.117153
  nChanged 2
		SP:Iteration 36Q (114485.960000 sec): 3 clusters
  Score: Raw -497697.618757 + Penalty 2747.078099 = -494950.540657
  nChanged 3
		SP:Iteration 37Q (114486.110000 sec): 3 clusters
  Score: Raw -497697.835245 + Penalty 2747.078099 = -494950.757145
  nChanged 0
		SP:Iteration 38F (114486.300000 sec): 3 clusters
  Score: Raw -497697.835245 + Penalty 2747.078099 = -494950.757145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (3022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114486.430000 sec): 2 clusters
  Score: Raw -288449.347153 + Penalty 1302.222048 = -287147.125105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114486.610000 sec): 3 clusters
  Score: Raw -287060.438532 + Penalty 2604.444096 = -284455.994436
  nChanged 1152
		SP:Iteration 1F (114486.800000 sec): 3 clusters
  Score: Raw -287811.959924 + Penalty 2604.444096 = -285207.515828
  nChanged 264
		SP:Iteration 2F (114486.960000 sec): 3 clusters
  Score: Raw -288029.404248 + Penalty 2604.444096 = -285424.960152
  nChanged 195
		SP:Iteration 3F (114487.150000 sec): 3 clusters
  Score: Raw -288198.088880 + Penalty 2604.444096 = -285593.644784
  nChanged 159
		SP:Iteration 4F (114487.330000 sec): 3 clusters
  Score: Raw -288351.258979 + Penalty 2604.444096 = -285746.814883
  nChanged 155
		SP:Iteration 5F (114487.560000 sec): 3 clusters
  Score: Raw -288524.808043 + Penalty 2604.444096 = -285920.363947
  nChanged 136
		SP:Iteration 6Q (114487.740000 sec): 3 clusters
  Score: Raw -288651.804335 + Penalty 2604.444096 = -286047.360239
  nChanged 135
		SP:Iteration 7Q (114487.900000 sec): 3 clusters
  Score: Raw -288748.529689 + Penalty 2604.444096 = -286144.085593
  nChanged 94
		SP:Iteration 8Q (114488.070000 sec): 3 clusters
  Score: Raw -288817.625634 + Penalty 2604.444096 = -286213.181537
  nChanged 70
		SP:Iteration 9Q (114488.240000 sec): 3 clusters
  Score: Raw -288859.339687 + Penalty 2604.444096 = -286254.895591
  nChanged 48
		SP:Iteration 10Q (114488.400000 sec): 3 clusters
  Score: Raw -288884.613471 + Penalty 2604.444096 = -286280.169375
  nChanged 36
		SP:Iteration 11Q (114488.610000 sec): 3 clusters
  Score: Raw -288903.228075 + Penalty 2604.444096 = -286298.783978
  nChanged 26
		SP:Iteration 12Q (114488.770000 sec): 3 clusters
  Score: Raw -288914.361997 + Penalty 2604.444096 = -286309.917901
  nChanged 29
		SP:Iteration 13Q (114488.940000 sec): 3 clusters
  Score: Raw -288932.040329 + Penalty 2604.444096 = -286327.596232
  nChanged 35
		SP:Iteration 14Q (114489.130000 sec): 3 clusters
  Score: Raw -288944.081743 + Penalty 2604.444096 = -286339.637647
  nChanged 24
		SP:Iteration 15Q (114489.300000 sec): 3 clusters
  Score: Raw -288955.277280 + Penalty 2604.444096 = -286350.833183
  nChanged 20
		SP:Iteration 16Q (114489.540000 sec): 3 clusters
  Score: Raw -288963.315045 + Penalty 2604.444096 = -286358.870949
  nChanged 18
		SP:Iteration 17Q (114489.710000 sec): 3 clusters
  Score: Raw -288969.796410 + Penalty 2604.444096 = -286365.352313
  nChanged 17
		SP:Iteration 18Q (114489.860000 sec): 3 clusters
  Score: Raw -288975.041852 + Penalty 2604.444096 = -286370.597756
  nChanged 7
		SP:Iteration 19Q (114490.070000 sec): 3 clusters
  Score: Raw -288977.203828 + Penalty 2604.444096 = -286372.759732
  nChanged 3
		SP:Iteration 20F (114490.220000 sec): 3 clusters
  Score: Raw -288978.087407 + Penalty 2604.444096 = -286373.643310
  nChanged 1
		SP:Iteration 21Q (114490.400000 sec): 3 clusters
  Score: Raw -288978.262157 + Penalty 2604.444096 = -286373.818061
  nChanged 0
		SP:Iteration 22F (114490.590000 sec): 3 clusters
  Score: Raw -288978.262157 + Penalty 2604.444096 = -286373.818061
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (10303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114490.730000 sec): 2 clusters
  Score: Raw -1073513.473049 + Penalty 1501.530939 = -1072011.942110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114490.920000 sec): 3 clusters
  Score: Raw -1067673.259957 + Penalty 3003.061878 = -1064670.198079
  nChanged 4431
		SP:Iteration 1F (114491.180000 sec): 3 clusters
  Score: Raw -1070130.117987 + Penalty 3003.061878 = -1067127.056109
  nChanged 731
		SP:Iteration 2F (114491.400000 sec): 3 clusters
  Score: Raw -1070531.640441 + Penalty 3003.061878 = -1067528.578563
  nChanged 613
		SP:Iteration 3F (114491.560000 sec): 3 clusters
  Score: Raw -1070897.645260 + Penalty 3003.061878 = -1067894.583382
  nChanged 601
		SP:Iteration 4F (114491.790000 sec): 3 clusters
  Score: Raw -1071283.658776 + Penalty 3003.061878 = -1068280.596897
  nChanged 598
		SP:Iteration 5F (114492.040000 sec): 3 clusters
  Score: Raw -1071650.689024 + Penalty 3003.061878 = -1068647.627146
  nChanged 536
		SP:Iteration 6F (114492.230000 sec): 3 clusters
  Score: Raw -1071993.946513 + Penalty 3003.061878 = -1068990.884635
  nChanged 502
		SP:Iteration 7Q (114492.440000 sec): 3 clusters
  Score: Raw -1072357.854361 + Penalty 3003.061878 = -1069354.792483
  nChanged 474
		SP:Iteration 8Q (114492.650000 sec): 3 clusters
  Score: Raw -1072686.407382 + Penalty 3003.061878 = -1069683.345504
  nChanged 407
		SP:Iteration 9Q (114492.830000 sec): 3 clusters
  Score: Raw -1072944.511496 + Penalty 3003.061878 = -1069941.449618
  nChanged 362
		SP:Iteration 10Q (114493.060000 sec): 3 clusters
  Score: Raw -1073164.927955 + Penalty 3003.061878 = -1070161.866077
  nChanged 282
		SP:Iteration 11Q (114493.260000 sec): 3 clusters
  Score: Raw -1073322.676286 + Penalty 3003.061878 = -1070319.614408
  nChanged 244
		SP:Iteration 12Q (114493.450000 sec): 3 clusters
  Score: Raw -1073430.925291 + Penalty 3003.061878 = -1070427.863413
  nChanged 186
		SP:Iteration 13Q (114493.640000 sec): 3 clusters
  Score: Raw -1073518.996566 + Penalty 3003.061878 = -1070515.934688
  nChanged 184
		SP:Iteration 14Q (114493.860000 sec): 3 clusters
  Score: Raw -1073605.528439 + Penalty 3003.061878 = -1070602.466561
  nChanged 156
		SP:Iteration 15Q (114494.080000 sec): 3 clusters
  Score: Raw -1073677.068858 + Penalty 3003.061878 = -1070674.006980
  nChanged 126
		SP:Iteration 16Q (114494.280000 sec): 3 clusters
  Score: Raw -1073732.415537 + Penalty 3003.061878 = -1070729.353659
  nChanged 105
		SP:Iteration 17Q (114494.490000 sec): 3 clusters
  Score: Raw -1073776.591973 + Penalty 3003.061878 = -1070773.530095
  nChanged 107
		SP:Iteration 18Q (114494.690000 sec): 3 clusters
  Score: Raw -1073825.575135 + Penalty 3003.061878 = -1070822.513257
  nChanged 102
		SP:Iteration 19Q (114494.880000 sec): 3 clusters
  Score: Raw -1073875.637625 + Penalty 3003.061878 = -1070872.575747
  nChanged 86
		SP:Iteration 20F (114495.140000 sec): 3 clusters
  Score: Raw -1073919.358209 + Penalty 3003.061878 = -1070916.296331
  nChanged 74
		SP:Iteration 21Q (114495.300000 sec): 3 clusters
  Score: Raw -1073956.173679 + Penalty 3003.061878 = -1070953.111801
  nChanged 65
		SP:Iteration 22Q (114495.540000 sec): 3 clusters
  Score: Raw -1073985.580924 + Penalty 3003.061878 = -1070982.519046
  nChanged 47
		SP:Iteration 23Q (114495.760000 sec): 3 clusters
  Score: Raw -1074007.743245 + Penalty 3003.061878 = -1071004.681367
  nChanged 43
		SP:Iteration 24Q (114495.970000 sec): 3 clusters
  Score: Raw -1074029.321377 + Penalty 3003.061878 = -1071026.259499
  nChanged 47
		SP:Iteration 25Q (114496.170000 sec): 3 clusters
  Score: Raw -1074055.450108 + Penalty 3003.061878 = -1071052.388230
  nChanged 44
		SP:Iteration 26Q (114496.370000 sec): 3 clusters
  Score: Raw -1074080.329138 + Penalty 3003.061878 = -1071077.267260
  nChanged 46
		SP:Iteration 27Q (114496.600000 sec): 3 clusters
  Score: Raw -1074101.037821 + Penalty 3003.061878 = -1071097.975943
  nChanged 42
		SP:Iteration 28Q (114496.770000 sec): 3 clusters
  Score: Raw -1074120.840609 + Penalty 3003.061878 = -1071117.778731
  nChanged 29
		SP:Iteration 29Q (114496.980000 sec): 3 clusters
  Score: Raw -1074132.972944 + Penalty 3003.061878 = -1071129.911066
  nChanged 27
		SP:Iteration 30Q (114497.210000 sec): 3 clusters
  Score: Raw -1074148.064045 + Penalty 3003.061878 = -1071145.002167
  nChanged 29
		SP:Iteration 31Q (114497.350000 sec): 3 clusters
  Score: Raw -1074159.041263 + Penalty 3003.061878 = -1071155.979385
  nChanged 18
		SP:Iteration 32Q (114497.540000 sec): 3 clusters
  Score: Raw -1074165.089566 + Penalty 3003.061878 = -1071162.027688
  nChanged 16
		SP:Iteration 33Q (114497.770000 sec): 3 clusters
  Score: Raw -1074171.442600 + Penalty 3003.061878 = -1071168.380722
  nChanged 10
		SP:Iteration 34Q (114497.970000 sec): 3 clusters
  Score: Raw -1074175.328260 + Penalty 3003.061878 = -1071172.266382
  nChanged 8
		SP:Iteration 35Q (114498.210000 sec): 3 clusters
  Score: Raw -1074179.078193 + Penalty 3003.061878 = -1071176.016315
  nChanged 6
		SP:Iteration 36Q (114498.420000 sec): 3 clusters
  Score: Raw -1074180.656071 + Penalty 3003.061878 = -1071177.594193
  nChanged 4
		SP:Iteration 37Q (114498.640000 sec): 3 clusters
  Score: Raw -1074181.632702 + Penalty 3003.061878 = -1071178.570824
  nChanged 4
		SP:Iteration 38Q (114498.820000 sec): 3 clusters
  Score: Raw -1074183.543718 + Penalty 3003.061878 = -1071180.481840
  nChanged 3
		SP:Iteration 39Q (114498.970000 sec): 3 clusters
  Score: Raw -1074184.755586 + Penalty 3003.061878 = -1071181.693708
  nChanged 4
		SP:Iteration 40F (114499.160000 sec): 3 clusters
  Score: Raw -1074186.088403 + Penalty 3003.061878 = -1071183.026525
  nChanged 4
		SP:Iteration 41Q (114499.360000 sec): 3 clusters
  Score: Raw -1074187.771884 + Penalty 3003.061878 = -1071184.710006
  nChanged 4
		SP:Iteration 42Q (114499.610000 sec): 3 clusters
  Score: Raw -1074189.301310 + Penalty 3003.061878 = -1071186.239432
  nChanged 4
		SP:Iteration 43Q (114499.860000 sec): 3 clusters
  Score: Raw -1074190.502634 + Penalty 3003.061878 = -1071187.440756
  nChanged 3
		SP:Iteration 44Q (114500.110000 sec): 3 clusters
  Score: Raw -1074191.574901 + Penalty 3003.061878 = -1071188.513023
  nChanged 4
		SP:Iteration 45Q (114500.350000 sec): 3 clusters
  Score: Raw -1074192.498210 + Penalty 3003.061878 = -1071189.436332
  nChanged 0
		SP:Iteration 46F (114500.600000 sec): 3 clusters
  Score: Raw -1074192.498210 + Penalty 3003.061878 = -1071189.436332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114500.660000 sec): 2 clusters
  Score: Raw -15806.680923 + Penalty 827.734408 = -14978.946515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114500.840000 sec): 3 clusters
  Score: Raw -15951.767795 + Penalty 1655.468815 = -14296.298979
  nChanged 17
		SP:Iteration 1F (114501.030000 sec): 3 clusters
  Score: Raw -16007.101398 + Penalty 1655.468815 = -14351.632583
  nChanged 6
		SP:Iteration 2Q (114501.210000 sec): 3 clusters
  Score: Raw -16021.107495 + Penalty 1655.468815 = -14365.638680
  nChanged 1
		SP:Iteration 3Q (114501.410000 sec): 3 clusters
  Score: Raw -16022.160644 + Penalty 1655.468815 = -14366.691829
  nChanged 0
		SP:Iteration 4F (114501.560000 sec): 3 clusters
  Score: Raw -16022.160644 + Penalty 1655.468815 = -14366.691829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114501.710000 sec): 2 clusters
  Score: Raw -507433.024113 + Penalty 1370.388369 = -506062.635744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114501.900000 sec): 3 clusters
  Score: Raw -505074.057654 + Penalty 2740.776739 = -502333.280915
  nChanged 1847
		SP:Iteration 1F (114502.060000 sec): 3 clusters
  Score: Raw -506087.727355 + Penalty 2740.776739 = -503346.950616
  nChanged 304
		SP:Iteration 2F (114502.250000 sec): 3 clusters
  Score: Raw -506242.433255 + Penalty 2740.776739 = -503501.656516
  nChanged 212
		SP:Iteration 3Q (114502.420000 sec): 3 clusters
  Score: Raw -506346.140365 + Penalty 2740.776739 = -503605.363627
  nChanged 179
		SP:Iteration 4Q (114502.560000 sec): 3 clusters
  Score: Raw -506437.690461 + Penalty 2740.776739 = -503696.913722
  nChanged 172
		SP:Iteration 5Q (114502.730000 sec): 3 clusters
  Score: Raw -506535.668704 + Penalty 2740.776739 = -503794.891966
  nChanged 180
		SP:Iteration 6Q (114502.930000 sec): 3 clusters
  Score: Raw -506623.427686 + Penalty 2740.776739 = -503882.650948
  nChanged 145
		SP:Iteration 7Q (114503.090000 sec): 3 clusters
  Score: Raw -506701.959195 + Penalty 2740.776739 = -503961.182456
  nChanged 146
		SP:Iteration 8Q (114503.280000 sec): 3 clusters
  Score: Raw -506778.761924 + Penalty 2740.776739 = -504037.985185
  nChanged 138
		SP:Iteration 9Q (114503.420000 sec): 3 clusters
  Score: Raw -506850.011179 + Penalty 2740.776739 = -504109.234441
  nChanged 148
		SP:Iteration 10Q (114503.620000 sec): 3 clusters
  Score: Raw -506928.224656 + Penalty 2740.776739 = -504187.447917
  nChanged 131
		SP:Iteration 11Q (114503.800000 sec): 3 clusters
  Score: Raw -506997.508875 + Penalty 2740.776739 = -504256.732136
  nChanged 118
		SP:Iteration 12Q (114503.980000 sec): 3 clusters
  Score: Raw -507055.519505 + Penalty 2740.776739 = -504314.742766
  nChanged 104
		SP:Iteration 13Q (114504.150000 sec): 3 clusters
  Score: Raw -507108.229280 + Penalty 2740.776739 = -504367.452542
  nChanged 115
		SP:Iteration 14Q (114504.390000 sec): 3 clusters
  Score: Raw -507167.090114 + Penalty 2740.776739 = -504426.313375
  nChanged 97
		SP:Iteration 15Q (114504.550000 sec): 3 clusters
  Score: Raw -507217.260333 + Penalty 2740.776739 = -504476.483595
  nChanged 79
		SP:Iteration 16Q (114504.730000 sec): 3 clusters
  Score: Raw -507255.418425 + Penalty 2740.776739 = -504514.641686
  nChanged 77
		SP:Iteration 17Q (114504.940000 sec): 3 clusters
  Score: Raw -507294.904784 + Penalty 2740.776739 = -504554.128045
  nChanged 67
		SP:Iteration 18Q (114505.140000 sec): 3 clusters
  Score: Raw -507326.328566 + Penalty 2740.776739 = -504585.551828
  nChanged 67
		SP:Iteration 19Q (114505.330000 sec): 3 clusters
  Score: Raw -507359.079898 + Penalty 2740.776739 = -504618.303159
  nChanged 62
		SP:Iteration 20F (114505.510000 sec): 3 clusters
  Score: Raw -507386.421705 + Penalty 2740.776739 = -504645.644966
  nChanged 45
		SP:Iteration 21Q (114505.740000 sec): 3 clusters
  Score: Raw -507405.246297 + Penalty 2740.776739 = -504664.469558
  nChanged 31
		SP:Iteration 22Q (114505.890000 sec): 3 clusters
  Score: Raw -507419.356703 + Penalty 2740.776739 = -504678.579965
  nChanged 30
		SP:Iteration 23Q (114506.110000 sec): 3 clusters
  Score: Raw -507432.612145 + Penalty 2740.776739 = -504691.835407
  nChanged 27
		SP:Iteration 24Q (114506.320000 sec): 3 clusters
  Score: Raw -507442.359735 + Penalty 2740.776739 = -504701.582996
  nChanged 13
		SP:Iteration 25Q (114506.520000 sec): 3 clusters
  Score: Raw -507447.243081 + Penalty 2740.776739 = -504706.466342
  nChanged 19
		SP:Iteration 26Q (114506.720000 sec): 3 clusters
  Score: Raw -507454.288286 + Penalty 2740.776739 = -504713.511547
  nChanged 19
		SP:Iteration 27Q (114506.910000 sec): 3 clusters
  Score: Raw -507462.996806 + Penalty 2740.776739 = -504722.220067
  nChanged 19
		SP:Iteration 28Q (114507.120000 sec): 3 clusters
  Score: Raw -507469.370248 + Penalty 2740.776739 = -504728.593509
  nChanged 18
		SP:Iteration 29Q (114507.300000 sec): 3 clusters
  Score: Raw -507478.499232 + Penalty 2740.776739 = -504737.722493
  nChanged 15
		SP:Iteration 30Q (114507.460000 sec): 3 clusters
  Score: Raw -507484.892798 + Penalty 2740.776739 = -504744.116060
  nChanged 18
		SP:Iteration 31Q (114507.670000 sec): 3 clusters
  Score: Raw -507491.502634 + Penalty 2740.776739 = -504750.725895
  nChanged 16
		SP:Iteration 32Q (114507.860000 sec): 3 clusters
  Score: Raw -507498.411677 + Penalty 2740.776739 = -504757.634939
  nChanged 16
		SP:Iteration 33Q (114508.000000 sec): 3 clusters
  Score: Raw -507506.153216 + Penalty 2740.776739 = -504765.376478
  nChanged 13
		SP:Iteration 34Q (114508.220000 sec): 3 clusters
  Score: Raw -507512.717491 + Penalty 2740.776739 = -504771.940752
  nChanged 12
		SP:Iteration 35Q (114508.380000 sec): 3 clusters
  Score: Raw -507518.477450 + Penalty 2740.776739 = -504777.700712
  nChanged 13
		SP:Iteration 36Q (114508.580000 sec): 3 clusters
  Score: Raw -507523.760618 + Penalty 2740.776739 = -504782.983880
  nChanged 13
		SP:Iteration 37Q (114508.720000 sec): 3 clusters
  Score: Raw -507529.739644 + Penalty 2740.776739 = -504788.962905
  nChanged 16
		SP:Iteration 38Q (114508.940000 sec): 3 clusters
  Score: Raw -507536.707017 + Penalty 2740.776739 = -504795.930279
  nChanged 8
		SP:Iteration 39Q (114509.090000 sec): 3 clusters
  Score: Raw -507540.074694 + Penalty 2740.776739 = -504799.297955
  nChanged 10
		SP:Iteration 40F (114509.250000 sec): 3 clusters
  Score: Raw -507543.950745 + Penalty 2740.776739 = -504803.174007
  nChanged 9
		SP:Iteration 41Q (114509.440000 sec): 3 clusters
  Score: Raw -507546.369342 + Penalty 2740.776739 = -504805.592603
  nChanged 4
		SP:Iteration 42Q (114509.610000 sec): 3 clusters
  Score: Raw -507549.132804 + Penalty 2740.776739 = -504808.356065
  nChanged 6
		SP:Iteration 43Q (114509.810000 sec): 3 clusters
  Score: Raw -507551.860960 + Penalty 2740.776739 = -504811.084221
  nChanged 7
		SP:Iteration 44Q (114510.010000 sec): 3 clusters
  Score: Raw -507554.780125 + Penalty 2740.776739 = -504814.003386
  nChanged 7
		SP:Iteration 45Q (114510.180000 sec): 3 clusters
  Score: Raw -507557.943911 + Penalty 2740.776739 = -504817.167172
  nChanged 6
		SP:Iteration 46Q (114510.380000 sec): 3 clusters
  Score: Raw -507561.219456 + Penalty 2740.776739 = -504820.442718
  nChanged 6
		SP:Iteration 47Q (114510.580000 sec): 3 clusters
  Score: Raw -507563.076332 + Penalty 2740.776739 = -504822.299593
  nChanged 3
		SP:Iteration 48Q (114510.730000 sec): 3 clusters
  Score: Raw -507563.895667 + Penalty 2740.776739 = -504823.118929
  nChanged 2
		SP:Iteration 49Q (114510.870000 sec): 3 clusters
  Score: Raw -507565.211938 + Penalty 2740.776739 = -504824.435199
  nChanged 3
		SP:Iteration 50Q (114511.010000 sec): 3 clusters
  Score: Raw -507566.129046 + Penalty 2740.776739 = -504825.352308
  nChanged 2
		SP:Iteration 51Q (114511.160000 sec): 3 clusters
  Score: Raw -507567.578228 + Penalty 2740.776739 = -504826.801489
  nChanged 1
		SP:Iteration 52Q (114511.340000 sec): 3 clusters
  Score: Raw -507568.247424 + Penalty 2740.776739 = -504827.470685
  nChanged 2
		SP:Iteration 53Q (114511.500000 sec): 3 clusters
  Score: Raw -507568.819633 + Penalty 2740.776739 = -504828.042895
  nChanged 1
		SP:Iteration 54Q (114511.640000 sec): 3 clusters
  Score: Raw -507569.147987 + Penalty 2740.776739 = -504828.371249
  nChanged 4
		SP:Iteration 55Q (114511.810000 sec): 3 clusters
  Score: Raw -507571.227998 + Penalty 2740.776739 = -504830.451259
  nChanged 6
		SP:Iteration 56Q (114512.000000 sec): 3 clusters
  Score: Raw -507574.223427 + Penalty 2740.776739 = -504833.446689
  nChanged 8
		SP:Iteration 57Q (114512.180000 sec): 3 clusters
  Score: Raw -507580.062522 + Penalty 2740.776739 = -504839.285784
  nChanged 11
		SP:Iteration 58Q (114512.360000 sec): 3 clusters
  Score: Raw -507586.963211 + Penalty 2740.776739 = -504846.186472
  nChanged 15
		SP:Iteration 59Q (114512.540000 sec): 3 clusters
  Score: Raw -507596.224073 + Penalty 2740.776739 = -504855.447335
  nChanged 12
		SP:Iteration 60F (114512.700000 sec): 3 clusters
  Score: Raw -507602.831875 + Penalty 2740.776739 = -504862.055136
  nChanged 14
		SP:Iteration 61Q (114512.900000 sec): 3 clusters
  Score: Raw -507609.591454 + Penalty 2740.776739 = -504868.814715
  nChanged 9
		SP:Iteration 62Q (114513.060000 sec): 3 clusters
  Score: Raw -507614.716953 + Penalty 2740.776739 = -504873.940214
  nChanged 7
		SP:Iteration 63Q (114513.260000 sec): 3 clusters
  Score: Raw -507618.882963 + Penalty 2740.776739 = -504878.106224
  nChanged 13
		SP:Iteration 64Q (114513.500000 sec): 3 clusters
  Score: Raw -507626.935953 + Penalty 2740.776739 = -504886.159214
  nChanged 14
		SP:Iteration 65Q (114513.680000 sec): 3 clusters
  Score: Raw -507634.688766 + Penalty 2740.776739 = -504893.912027
  nChanged 13
		SP:Iteration 66Q (114513.840000 sec): 3 clusters
  Score: Raw -507643.696228 + Penalty 2740.776739 = -504902.919490
  nChanged 13
		SP:Iteration 67Q (114514.000000 sec): 3 clusters
  Score: Raw -507654.415737 + Penalty 2740.776739 = -504913.638999
  nChanged 10
		SP:Iteration 68Q (114514.190000 sec): 3 clusters
  Score: Raw -507659.935250 + Penalty 2740.776739 = -504919.158511
  nChanged 8
		SP:Iteration 69Q (114514.370000 sec): 3 clusters
  Score: Raw -507664.465033 + Penalty 2740.776739 = -504923.688294
  nChanged 6
		SP:Iteration 70Q (114514.580000 sec): 3 clusters
  Score: Raw -507667.169261 + Penalty 2740.776739 = -504926.392522
  nChanged 5
		SP:Iteration 71Q (114514.800000 sec): 3 clusters
  Score: Raw -507670.536238 + Penalty 2740.776739 = -504929.759499
  nChanged 5
		SP:Iteration 72Q (114515.000000 sec): 3 clusters
  Score: Raw -507673.905856 + Penalty 2740.776739 = -504933.129117
  nChanged 3
		SP:Iteration 73Q (114515.150000 sec): 3 clusters
  Score: Raw -507675.808003 + Penalty 2740.776739 = -504935.031264
  nChanged 2
		SP:Iteration 74Q (114515.330000 sec): 3 clusters
  Score: Raw -507676.975937 + Penalty 2740.776739 = -504936.199198
  nChanged 5
		SP:Iteration 75Q (114515.510000 sec): 3 clusters
  Score: Raw -507680.424032 + Penalty 2740.776739 = -504939.647293
  nChanged 6
		SP:Iteration 76Q (114515.660000 sec): 3 clusters
  Score: Raw -507685.137017 + Penalty 2740.776739 = -504944.360278
  nChanged 3
		SP:Iteration 77Q (114515.840000 sec): 3 clusters
  Score: Raw -507686.625654 + Penalty 2740.776739 = -504945.848915
  nChanged 0
		SP:Iteration 78F (114516.020000 sec): 3 clusters
  Score: Raw -507686.625654 + Penalty 2740.776739 = -504945.848915
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114516.120000 sec): 2 clusters
  Score: Raw -323168.287978 + Penalty 1297.751790 = -321870.536188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114516.330000 sec): 3 clusters
  Score: Raw -321732.545863 + Penalty 2595.503580 = -319137.042284
  nChanged 1104
		SP:Iteration 1F (114516.460000 sec): 3 clusters
  Score: Raw -322382.096563 + Penalty 2595.503580 = -319786.592983
  nChanged 208
		SP:Iteration 2F (114516.660000 sec): 3 clusters
  Score: Raw -322530.908870 + Penalty 2595.503580 = -319935.405290
  nChanged 152
		SP:Iteration 3F (114516.840000 sec): 3 clusters
  Score: Raw -322637.092538 + Penalty 2595.503580 = -320041.588958
  nChanged 130
		SP:Iteration 4Q (114517.040000 sec): 3 clusters
  Score: Raw -322726.463160 + Penalty 2595.503580 = -320130.959581
  nChanged 116
		SP:Iteration 5Q (114517.220000 sec): 3 clusters
  Score: Raw -322793.983259 + Penalty 2595.503580 = -320198.479679
  nChanged 75
		SP:Iteration 6Q (114517.410000 sec): 3 clusters
  Score: Raw -322832.528205 + Penalty 2595.503580 = -320237.024626
  nChanged 51
		SP:Iteration 7Q (114517.570000 sec): 3 clusters
  Score: Raw -322853.595017 + Penalty 2595.503580 = -320258.091438
  nChanged 31
		SP:Iteration 8Q (114517.770000 sec): 3 clusters
  Score: Raw -322870.461891 + Penalty 2595.503580 = -320274.958311
  nChanged 42
		SP:Iteration 9Q (114517.910000 sec): 3 clusters
  Score: Raw -322890.912765 + Penalty 2595.503580 = -320295.409186
  nChanged 40
		SP:Iteration 10Q (114518.090000 sec): 3 clusters
  Score: Raw -322907.070514 + Penalty 2595.503580 = -320311.566934
  nChanged 32
		SP:Iteration 11Q (114518.230000 sec): 3 clusters
  Score: Raw -322919.955670 + Penalty 2595.503580 = -320324.452090
  nChanged 28
		SP:Iteration 12Q (114518.370000 sec): 3 clusters
  Score: Raw -322930.443765 + Penalty 2595.503580 = -320334.940185
  nChanged 32
		SP:Iteration 13Q (114518.550000 sec): 3 clusters
  Score: Raw -322944.556230 + Penalty 2595.503580 = -320349.052650
  nChanged 34
		SP:Iteration 14Q (114518.730000 sec): 3 clusters
  Score: Raw -322961.481769 + Penalty 2595.503580 = -320365.978189
  nChanged 39
		SP:Iteration 15Q (114518.930000 sec): 3 clusters
  Score: Raw -322977.027125 + Penalty 2595.503580 = -320381.523546
  nChanged 34
		SP:Iteration 16Q (114519.120000 sec): 3 clusters
  Score: Raw -322992.170622 + Penalty 2595.503580 = -320396.667043
  nChanged 41
		SP:Iteration 17Q (114519.280000 sec): 3 clusters
  Score: Raw -323010.132278 + Penalty 2595.503580 = -320414.628698
  nChanged 40
		SP:Iteration 18Q (114519.470000 sec): 3 clusters
  Score: Raw -323027.918750 + Penalty 2595.503580 = -320432.415171
  nChanged 41
		SP:Iteration 19Q (114519.650000 sec): 3 clusters
  Score: Raw -323051.968909 + Penalty 2595.503580 = -320456.465329
  nChanged 53
		SP:Iteration 20F (114519.850000 sec): 3 clusters
  Score: Raw -323086.847103 + Penalty 2595.503580 = -320491.343523
  nChanged 55
		SP:Iteration 21Q (114519.990000 sec): 3 clusters
  Score: Raw -323125.052039 + Penalty 2595.503580 = -320529.548459
  nChanged 53
		SP:Iteration 22Q (114520.130000 sec): 3 clusters
  Score: Raw -323163.336141 + Penalty 2595.503580 = -320567.832561
  nChanged 57
		SP:Iteration 23Q (114520.330000 sec): 3 clusters
  Score: Raw -323199.331144 + Penalty 2595.503580 = -320603.827564
  nChanged 48
		SP:Iteration 24Q (114520.490000 sec): 3 clusters
  Score: Raw -323229.587551 + Penalty 2595.503580 = -320634.083971
  nChanged 44
		SP:Iteration 25Q (114520.660000 sec): 3 clusters
  Score: Raw -323251.077769 + Penalty 2595.503580 = -320655.574190
  nChanged 25
		SP:Iteration 26Q (114520.850000 sec): 3 clusters
  Score: Raw -323266.863261 + Penalty 2595.503580 = -320671.359682
  nChanged 29
		SP:Iteration 27Q (114521.020000 sec): 3 clusters
  Score: Raw -323282.153786 + Penalty 2595.503580 = -320686.650207
  nChanged 23
		SP:Iteration 28Q (114521.170000 sec): 3 clusters
  Score: Raw -323294.364819 + Penalty 2595.503580 = -320698.861239
  nChanged 20
		SP:Iteration 29Q (114521.330000 sec): 3 clusters
  Score: Raw -323302.378315 + Penalty 2595.503580 = -320706.874736
  nChanged 12
		SP:Iteration 30Q (114521.480000 sec): 3 clusters
  Score: Raw -323308.223046 + Penalty 2595.503580 = -320712.719466
  nChanged 8
		SP:Iteration 31Q (114521.660000 sec): 3 clusters
  Score: Raw -323312.720264 + Penalty 2595.503580 = -320717.216684
  nChanged 12
		SP:Iteration 32Q (114521.860000 sec): 3 clusters
  Score: Raw -323317.388109 + Penalty 2595.503580 = -320721.884529
  nChanged 8
		SP:Iteration 33Q (114522.010000 sec): 3 clusters
  Score: Raw -323321.094003 + Penalty 2595.503580 = -320725.590424
  nChanged 9
		SP:Iteration 34Q (114522.170000 sec): 3 clusters
  Score: Raw -323325.317363 + Penalty 2595.503580 = -320729.813784
  nChanged 14
		SP:Iteration 35Q (114522.370000 sec): 3 clusters
  Score: Raw -323331.197609 + Penalty 2595.503580 = -320735.694030
  nChanged 7
		SP:Iteration 36Q (114522.550000 sec): 3 clusters
  Score: Raw -323333.886203 + Penalty 2595.503580 = -320738.382624
  nChanged 8
		SP:Iteration 37Q (114522.750000 sec): 3 clusters
  Score: Raw -323337.555692 + Penalty 2595.503580 = -320742.052112
  nChanged 4
		SP:Iteration 38Q (114522.890000 sec): 3 clusters
  Score: Raw -323339.578829 + Penalty 2595.503580 = -320744.075250
  nChanged 4
		SP:Iteration 39Q (114523.040000 sec): 3 clusters
  Score: Raw -323341.899592 + Penalty 2595.503580 = -320746.396012
  nChanged 5
		SP:Iteration 40F (114523.200000 sec): 3 clusters
  Score: Raw -323346.082562 + Penalty 2595.503580 = -320750.578982
  nChanged 8
		SP:Iteration 41Q (114523.340000 sec): 3 clusters
  Score: Raw -323349.288603 + Penalty 2595.503580 = -320753.785024
  nChanged 5
		SP:Iteration 42Q (114523.510000 sec): 3 clusters
  Score: Raw -323351.615521 + Penalty 2595.503580 = -320756.111941
  nChanged 7
		SP:Iteration 43Q (114523.690000 sec): 3 clusters
  Score: Raw -323355.132518 + Penalty 2595.503580 = -320759.628938
  nChanged 9
		SP:Iteration 44Q (114523.870000 sec): 3 clusters
  Score: Raw -323358.209525 + Penalty 2595.503580 = -320762.705945
  nChanged 7
		SP:Iteration 45Q (114524.030000 sec): 3 clusters
  Score: Raw -323360.298024 + Penalty 2595.503580 = -320764.794445
  nChanged 4
		SP:Iteration 46Q (114524.210000 sec): 3 clusters
  Score: Raw -323361.250161 + Penalty 2595.503580 = -320765.746582
  nChanged 3
		SP:Iteration 47Q (114524.400000 sec): 3 clusters
  Score: Raw -323361.999825 + Penalty 2595.503580 = -320766.496245
  nChanged 5
		SP:Iteration 48Q (114524.580000 sec): 3 clusters
  Score: Raw -323364.954413 + Penalty 2595.503580 = -320769.450833
  nChanged 2
		SP:Iteration 49Q (114524.800000 sec): 3 clusters
  Score: Raw -323365.676219 + Penalty 2595.503580 = -320770.172640
  nChanged 3
		SP:Iteration 50Q (114524.970000 sec): 3 clusters
  Score: Raw -323366.266058 + Penalty 2595.503580 = -320770.762478
  nChanged 2
		SP:Iteration 51Q (114525.140000 sec): 3 clusters
  Score: Raw -323367.574012 + Penalty 2595.503580 = -320772.070433
  nChanged 4
		SP:Iteration 52Q (114525.340000 sec): 3 clusters
  Score: Raw -323368.779620 + Penalty 2595.503580 = -320773.276040
  nChanged 5
		SP:Iteration 53Q (114525.480000 sec): 3 clusters
  Score: Raw -323371.301040 + Penalty 2595.503580 = -320775.797460
  nChanged 7
		SP:Iteration 54Q (114525.660000 sec): 3 clusters
  Score: Raw -323374.172789 + Penalty 2595.503580 = -320778.669209
  nChanged 6
		SP:Iteration 55Q (114525.820000 sec): 3 clusters
  Score: Raw -323376.974955 + Penalty 2595.503580 = -320781.471376
  nChanged 5
		SP:Iteration 56Q (114525.960000 sec): 3 clusters
  Score: Raw -323380.059152 + Penalty 2595.503580 = -320784.555572
  nChanged 6
		SP:Iteration 57Q (114526.160000 sec): 3 clusters
  Score: Raw -323382.805953 + Penalty 2595.503580 = -320787.302373
  nChanged 7
		SP:Iteration 58Q (114526.330000 sec): 3 clusters
  Score: Raw -323385.118200 + Penalty 2595.503580 = -320789.614620
  nChanged 4
		SP:Iteration 59Q (114526.500000 sec): 3 clusters
  Score: Raw -323386.055436 + Penalty 2595.503580 = -320790.551856
  nChanged 2
		SP:Iteration 60F (114526.640000 sec): 3 clusters
  Score: Raw -323386.595741 + Penalty 2595.503580 = -320791.092162
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114526.840000 sec): 2 clusters
  Score: Raw -2160781.828188 + Penalty 1606.794758 = -2159175.033431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114527.100000 sec): 3 clusters
  Score: Raw -2148928.804412 + Penalty 3213.589516 = -2145715.214897
  nChanged 8950
		SP:Iteration 1F (114527.360000 sec): 3 clusters
  Score: Raw -2153737.201952 + Penalty 3213.589516 = -2150523.612436
  nChanged 958
		SP:Iteration 2Q (114527.620000 sec): 3 clusters
  Score: Raw -2154053.184403 + Penalty 3213.589516 = -2150839.594887
  nChanged 839
		SP:Iteration 3Q (114527.860000 sec): 3 clusters
  Score: Raw -2154368.165087 + Penalty 3213.589516 = -2151154.575571
  nChanged 803
		SP:Iteration 4Q (114528.080000 sec): 3 clusters
  Score: Raw -2154713.279318 + Penalty 3213.589516 = -2151499.689802
  nChanged 845
		SP:Iteration 5Q (114528.420000 sec): 3 clusters
  Score: Raw -2155182.498604 + Penalty 3213.589516 = -2151968.909088
  nChanged 1005
		SP:Iteration 6F (114528.640000 sec): 3 clusters
  Score: Raw -2155803.654408 + Penalty 3213.589516 = -2152590.064892
  nChanged 1139
		SP:Iteration 7F (114528.920000 sec): 3 clusters
  Score: Raw -2156623.677433 + Penalty 3213.589516 = -2153410.087918
  nChanged 1296
		SP:Iteration 8F (114529.220000 sec): 3 clusters
  Score: Raw -2157612.977658 + Penalty 3213.589516 = -2154399.388142
  nChanged 1375
		SP:Iteration 9F (114529.450000 sec): 3 clusters
  Score: Raw -2158803.595641 + Penalty 3213.589516 = -2155590.006125
  nChanged 1284
		SP:Iteration 10F (114529.720000 sec): 3 clusters
  Score: Raw -2159913.997818 + Penalty 3213.589516 = -2156700.408303
  nChanged 965
		SP:Iteration 11Q (114530.010000 sec): 3 clusters
  Score: Raw -2160595.041664 + Penalty 3213.589516 = -2157381.452148
  nChanged 602
		SP:Iteration 12Q (114530.270000 sec): 3 clusters
  Score: Raw -2160957.549897 + Penalty 3213.589516 = -2157743.960381
  nChanged 405
		SP:Iteration 13Q (114530.590000 sec): 3 clusters
  Score: Raw -2161190.893896 + Penalty 3213.589516 = -2157977.304380
  nChanged 346
		SP:Iteration 14Q (114530.890000 sec): 3 clusters
  Score: Raw -2161370.122115 + Penalty 3213.589516 = -2158156.532599
  nChanged 284
		SP:Iteration 15Q (114531.200000 sec): 3 clusters
  Score: Raw -2161494.547281 + Penalty 3213.589516 = -2158280.957766
  nChanged 210
		SP:Iteration 16Q (114531.440000 sec): 3 clusters
  Score: Raw -2161566.174200 + Penalty 3213.589516 = -2158352.584684
  nChanged 149
		SP:Iteration 17Q (114531.700000 sec): 3 clusters
  Score: Raw -2161605.664469 + Penalty 3213.589516 = -2158392.074954
  nChanged 112
		SP:Iteration 18Q (114532.010000 sec): 3 clusters
  Score: Raw -2161630.446432 + Penalty 3213.589516 = -2158416.856916
  nChanged 84
		SP:Iteration 19Q (114532.320000 sec): 3 clusters
  Score: Raw -2161645.126233 + Penalty 3213.589516 = -2158431.536717
  nChanged 69
		SP:Iteration 20F (114532.560000 sec): 3 clusters
  Score: Raw -2161659.935085 + Penalty 3213.589516 = -2158446.345570
  nChanged 75
		SP:Iteration 21Q (114532.810000 sec): 3 clusters
  Score: Raw -2161674.698825 + Penalty 3213.589516 = -2158461.109309
  nChanged 63
		SP:Iteration 22Q (114533.030000 sec): 3 clusters
  Score: Raw -2161687.893224 + Penalty 3213.589516 = -2158474.303708
  nChanged 69
		SP:Iteration 23Q (114533.310000 sec): 3 clusters
  Score: Raw -2161702.658523 + Penalty 3213.589516 = -2158489.069007
  nChanged 66
		SP:Iteration 24Q (114533.580000 sec): 3 clusters
  Score: Raw -2161714.525093 + Penalty 3213.589516 = -2158500.935578
  nChanged 58
		SP:Iteration 25Q (114533.840000 sec): 3 clusters
  Score: Raw -2161724.822526 + Penalty 3213.589516 = -2158511.233011
  nChanged 52
		SP:Iteration 26Q (114534.110000 sec): 3 clusters
  Score: Raw -2161733.154993 + Penalty 3213.589516 = -2158519.565477
  nChanged 55
		SP:Iteration 27Q (114534.410000 sec): 3 clusters
  Score: Raw -2161741.264246 + Penalty 3213.589516 = -2158527.674730
  nChanged 52
		SP:Iteration 28Q (114534.700000 sec): 3 clusters
  Score: Raw -2161749.105836 + Penalty 3213.589516 = -2158535.516320
  nChanged 37
		SP:Iteration 29Q (114534.980000 sec): 3 clusters
  Score: Raw -2161753.882480 + Penalty 3213.589516 = -2158540.292964
  nChanged 30
		SP:Iteration 30Q (114535.200000 sec): 3 clusters
  Score: Raw -2161757.632941 + Penalty 3213.589516 = -2158544.043426
  nChanged 26
		SP:Iteration 31Q (114535.460000 sec): 3 clusters
  Score: Raw -2161760.423862 + Penalty 3213.589516 = -2158546.834346
  nChanged 19
		SP:Iteration 32Q (114535.740000 sec): 3 clusters
  Score: Raw -2161762.546411 + Penalty 3213.589516 = -2158548.956895
  nChanged 20
		SP:Iteration 33Q (114536.020000 sec): 3 clusters
  Score: Raw -2161764.658867 + Penalty 3213.589516 = -2158551.069351
  nChanged 16
		SP:Iteration 34Q (114536.260000 sec): 3 clusters
  Score: Raw -2161766.484186 + Penalty 3213.589516 = -2158552.894670
  nChanged 13
		SP:Iteration 35Q (114536.540000 sec): 3 clusters
  Score: Raw -2161767.650202 + Penalty 3213.589516 = -2158554.060686
  nChanged 8
		SP:Iteration 36Q (114536.810000 sec): 3 clusters
  Score: Raw -2161768.078809 + Penalty 3213.589516 = -2158554.489293
  nChanged 2
		SP:Iteration 37Q (114537.050000 sec): 3 clusters
  Score: Raw -2161768.269772 + Penalty 3213.589516 = -2158554.680256
  nChanged 1
		SP:Iteration 38Q (114537.310000 sec): 3 clusters
  Score: Raw -2161768.333684 + Penalty 3213.589516 = -2158554.744168
  nChanged 2
		SP:Iteration 39Q (114537.620000 sec): 3 clusters
  Score: Raw -2161768.443533 + Penalty 3213.589516 = -2158554.854017
  nChanged 2
		SP:Iteration 40F (114537.900000 sec): 3 clusters
  Score: Raw -2161768.612025 + Penalty 3213.589516 = -2158555.022509
  nChanged 4
		SP:Iteration 41Q (114538.150000 sec): 3 clusters
  Score: Raw -2161768.894024 + Penalty 3213.589516 = -2158555.304508
  nChanged 3
		SP:Iteration 42Q (114538.430000 sec): 3 clusters
  Score: Raw -2161768.999052 + Penalty 3213.589516 = -2158555.409537
  nChanged 3
		SP:Iteration 43Q (114538.700000 sec): 3 clusters
  Score: Raw -2161769.244435 + Penalty 3213.589516 = -2158555.654919
  nChanged 4
		SP:Iteration 44Q (114538.930000 sec): 3 clusters
  Score: Raw -2161769.545661 + Penalty 3213.589516 = -2158555.956145
  nChanged 1
		SP:Iteration 45Q (114539.210000 sec): 3 clusters
  Score: Raw -2161769.603639 + Penalty 3213.589516 = -2158556.014123
  nChanged 1
		SP:Iteration 46Q (114539.470000 sec): 3 clusters
  Score: Raw -2161769.630599 + Penalty 3213.589516 = -2158556.041083
  nChanged 0
		SP:Iteration 47F (114539.750000 sec): 3 clusters
  Score: Raw -2161769.630599 + Penalty 3213.589516 = -2158556.041083
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114539.880000 sec): 2 clusters
  Score: Raw -479614.058636 + Penalty 1364.191653 = -478249.866983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114540.100000 sec): 3 clusters
  Score: Raw -477399.265882 + Penalty 2728.383306 = -474670.882576
  nChanged 1746
		SP:Iteration 1F (114540.280000 sec): 3 clusters
  Score: Raw -478431.147182 + Penalty 2728.383306 = -475702.763876
  nChanged 316
		SP:Iteration 2F (114540.380000 sec): 3 clusters
  Score: Raw -478597.906802 + Penalty 2728.383306 = -475869.523495
  nChanged 222
		SP:Iteration 3F (114540.570000 sec): 3 clusters
  Score: Raw -478718.557093 + Penalty 2728.383306 = -475990.173787
  nChanged 187
		SP:Iteration 4Q (114540.760000 sec): 3 clusters
  Score: Raw -478813.291227 + Penalty 2728.383306 = -476084.907921
  nChanged 192
		SP:Iteration 5Q (114540.970000 sec): 3 clusters
  Score: Raw -478939.938459 + Penalty 2728.383306 = -476211.555153
  nChanged 227
		SP:Iteration 6F (114541.150000 sec): 3 clusters
  Score: Raw -479106.151154 + Penalty 2728.383306 = -476377.767848
  nChanged 233
		SP:Iteration 7F (114541.300000 sec): 3 clusters
  Score: Raw -479291.022634 + Penalty 2728.383306 = -476562.639328
  nChanged 253
		SP:Iteration 8F (114541.460000 sec): 3 clusters
  Score: Raw -479520.385798 + Penalty 2728.383306 = -476792.002491
  nChanged 230
		SP:Iteration 9F (114541.640000 sec): 3 clusters
  Score: Raw -479727.713928 + Penalty 2728.383306 = -476999.330622
  nChanged 190
		SP:Iteration 10Q (114541.840000 sec): 3 clusters
  Score: Raw -479891.213555 + Penalty 2728.383306 = -477162.830248
  nChanged 149
		SP:Iteration 11Q (114542.030000 sec): 3 clusters
  Score: Raw -480014.628323 + Penalty 2728.383306 = -477286.245017
  nChanged 98
		SP:Iteration 12Q (114542.200000 sec): 3 clusters
  Score: Raw -480087.781207 + Penalty 2728.383306 = -477359.397901
  nChanged 69
		SP:Iteration 13Q (114542.370000 sec): 3 clusters
  Score: Raw -480142.502713 + Penalty 2728.383306 = -477414.119407
  nChanged 56
		SP:Iteration 14Q (114542.510000 sec): 3 clusters
  Score: Raw -480172.835336 + Penalty 2728.383306 = -477444.452030
  nChanged 41
		SP:Iteration 15Q (114542.710000 sec): 3 clusters
  Score: Raw -480189.813035 + Penalty 2728.383306 = -477461.429729
  nChanged 23
		SP:Iteration 16Q (114542.850000 sec): 3 clusters
  Score: Raw -480198.712108 + Penalty 2728.383306 = -477470.328802
  nChanged 19
		SP:Iteration 17Q (114543.030000 sec): 3 clusters
  Score: Raw -480204.679132 + Penalty 2728.383306 = -477476.295826
  nChanged 10
		SP:Iteration 18Q (114543.200000 sec): 3 clusters
  Score: Raw -480209.789198 + Penalty 2728.383306 = -477481.405892
  nChanged 10
		SP:Iteration 19Q (114543.360000 sec): 3 clusters
  Score: Raw -480214.671481 + Penalty 2728.383306 = -477486.288175
  nChanged 11
		SP:Iteration 20F (114543.560000 sec): 3 clusters
  Score: Raw -480217.262713 + Penalty 2728.383306 = -477488.879407
  nChanged 4
		SP:Iteration 21Q (114543.760000 sec): 3 clusters
  Score: Raw -480218.104815 + Penalty 2728.383306 = -477489.721509
  nChanged 2
		SP:Iteration 22Q (114543.970000 sec): 3 clusters
  Score: Raw -480218.668447 + Penalty 2728.383306 = -477490.285141
  nChanged 1
		SP:Iteration 23Q (114544.170000 sec): 3 clusters
  Score: Raw -480219.284265 + Penalty 2728.383306 = -477490.900959
  nChanged 2
		SP:Iteration 24Q (114544.380000 sec): 3 clusters
  Score: Raw -480219.581929 + Penalty 2728.383306 = -477491.198623
  nChanged 0
		SP:Iteration 25F (114544.580000 sec): 3 clusters
  Score: Raw -480219.581929 + Penalty 2728.383306 = -477491.198623
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114544.720000 sec): 2 clusters
  Score: Raw -1059222.179129 + Penalty 1491.898129 = -1057730.281000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114544.960000 sec): 3 clusters
  Score: Raw -1053663.605300 + Penalty 2983.796257 = -1050679.809042
  nChanged 4234
		SP:Iteration 1F (114545.160000 sec): 3 clusters
  Score: Raw -1056042.642663 + Penalty 2983.796257 = -1053058.846405
  nChanged 727
		SP:Iteration 2F (114545.380000 sec): 3 clusters
  Score: Raw -1056450.866199 + Penalty 2983.796257 = -1053467.069941
  nChanged 624
		SP:Iteration 3F (114545.590000 sec): 3 clusters
  Score: Raw -1056812.524727 + Penalty 2983.796257 = -1053828.728470
  nChanged 584
		SP:Iteration 4F (114545.840000 sec): 3 clusters
  Score: Raw -1057162.389837 + Penalty 2983.796257 = -1054178.593580
  nChanged 511
		SP:Iteration 5F (114546.060000 sec): 3 clusters
  Score: Raw -1057456.636915 + Penalty 2983.796257 = -1054472.840658
  nChanged 470
		SP:Iteration 6Q (114546.260000 sec): 3 clusters
  Score: Raw -1057745.673328 + Penalty 2983.796257 = -1054761.877071
  nChanged 446
		SP:Iteration 7Q (114546.470000 sec): 3 clusters
  Score: Raw -1058001.350186 + Penalty 2983.796257 = -1055017.553929
  nChanged 396
		SP:Iteration 8Q (114546.700000 sec): 3 clusters
  Score: Raw -1058237.875236 + Penalty 2983.796257 = -1055254.078979
  nChanged 368
		SP:Iteration 9Q (114546.900000 sec): 3 clusters
  Score: Raw -1058466.296748 + Penalty 2983.796257 = -1055482.500491
  nChanged 318
		SP:Iteration 10Q (114547.160000 sec): 3 clusters
  Score: Raw -1058631.769755 + Penalty 2983.796257 = -1055647.973497
  nChanged 253
		SP:Iteration 11Q (114547.400000 sec): 3 clusters
  Score: Raw -1058743.259265 + Penalty 2983.796257 = -1055759.463008
  nChanged 201
		SP:Iteration 12Q (114547.600000 sec): 3 clusters
  Score: Raw -1058826.129620 + Penalty 2983.796257 = -1055842.333362
  nChanged 165
		SP:Iteration 13Q (114547.790000 sec): 3 clusters
  Score: Raw -1058877.507505 + Penalty 2983.796257 = -1055893.711248
  nChanged 119
		SP:Iteration 14Q (114548.040000 sec): 3 clusters
  Score: Raw -1058907.625358 + Penalty 2983.796257 = -1055923.829100
  nChanged 80
		SP:Iteration 15Q (114548.280000 sec): 3 clusters
  Score: Raw -1058925.358200 + Penalty 2983.796257 = -1055941.561943
  nChanged 56
		SP:Iteration 16Q (114548.470000 sec): 3 clusters
  Score: Raw -1058938.652351 + Penalty 2983.796257 = -1055954.856094
  nChanged 51
		SP:Iteration 17Q (114548.660000 sec): 3 clusters
  Score: Raw -1058947.856636 + Penalty 2983.796257 = -1055964.060379
  nChanged 43
		SP:Iteration 18Q (114548.870000 sec): 3 clusters
  Score: Raw -1058956.960085 + Penalty 2983.796257 = -1055973.163827
  nChanged 36
		SP:Iteration 19Q (114549.050000 sec): 3 clusters
  Score: Raw -1058963.677508 + Penalty 2983.796257 = -1055979.881251
  nChanged 24
		SP:Iteration 20F (114549.240000 sec): 3 clusters
  Score: Raw -1058967.315091 + Penalty 2983.796257 = -1055983.518834
  nChanged 25
		SP:Iteration 21Q (114549.480000 sec): 3 clusters
  Score: Raw -1058971.031076 + Penalty 2983.796257 = -1055987.234818
  nChanged 22
		SP:Iteration 22Q (114549.720000 sec): 3 clusters
  Score: Raw -1058973.923828 + Penalty 2983.796257 = -1055990.127570
  nChanged 15
		SP:Iteration 23Q (114549.960000 sec): 3 clusters
  Score: Raw -1058975.649020 + Penalty 2983.796257 = -1055991.852763
  nChanged 20
		SP:Iteration 24Q (114550.140000 sec): 3 clusters
  Score: Raw -1058978.500227 + Penalty 2983.796257 = -1055994.703969
  nChanged 18
		SP:Iteration 25Q (114550.360000 sec): 3 clusters
  Score: Raw -1058981.431515 + Penalty 2983.796257 = -1055997.635258
  nChanged 21
		SP:Iteration 26Q (114550.530000 sec): 3 clusters
  Score: Raw -1058985.778500 + Penalty 2983.796257 = -1056001.982242
  nChanged 23
		SP:Iteration 27Q (114550.750000 sec): 3 clusters
  Score: Raw -1058990.255227 + Penalty 2983.796257 = -1056006.458970
  nChanged 21
		SP:Iteration 28Q (114550.980000 sec): 3 clusters
  Score: Raw -1058993.923257 + Penalty 2983.796257 = -1056010.126999
  nChanged 27
		SP:Iteration 29Q (114551.200000 sec): 3 clusters
  Score: Raw -1058998.502934 + Penalty 2983.796257 = -1056014.706677
  nChanged 23
		SP:Iteration 30Q (114551.440000 sec): 3 clusters
  Score: Raw -1059002.661201 + Penalty 2983.796257 = -1056018.864944
  nChanged 30
		SP:Iteration 31Q (114551.650000 sec): 3 clusters
  Score: Raw -1059007.372515 + Penalty 2983.796257 = -1056023.576257
  nChanged 18
		SP:Iteration 32Q (114551.880000 sec): 3 clusters
  Score: Raw -1059010.252784 + Penalty 2983.796257 = -1056026.456527
  nChanged 21
		SP:Iteration 33Q (114552.080000 sec): 3 clusters
  Score: Raw -1059014.091579 + Penalty 2983.796257 = -1056030.295322
  nChanged 26
		SP:Iteration 34Q (114552.280000 sec): 3 clusters
  Score: Raw -1059020.143010 + Penalty 2983.796257 = -1056036.346753
  nChanged 34
		SP:Iteration 35Q (114552.530000 sec): 3 clusters
  Score: Raw -1059027.214674 + Penalty 2983.796257 = -1056043.418416
  nChanged 36
		SP:Iteration 36Q (114552.740000 sec): 3 clusters
  Score: Raw -1059033.298219 + Penalty 2983.796257 = -1056049.501962
  nChanged 32
		SP:Iteration 37Q (114552.960000 sec): 3 clusters
  Score: Raw -1059038.888170 + Penalty 2983.796257 = -1056055.091912
  nChanged 30
		SP:Iteration 38Q (114553.210000 sec): 3 clusters
  Score: Raw -1059043.554867 + Penalty 2983.796257 = -1056059.758609
  nChanged 33
		SP:Iteration 39Q (114553.420000 sec): 3 clusters
  Score: Raw -1059049.646185 + Penalty 2983.796257 = -1056065.849928
  nChanged 31
		SP:Iteration 40F (114553.630000 sec): 3 clusters
  Score: Raw -1059055.971036 + Penalty 2983.796257 = -1056072.174779
  nChanged 33
		SP:Iteration 41Q (114553.840000 sec): 3 clusters
  Score: Raw -1059064.132131 + Penalty 2983.796257 = -1056080.335873
  nChanged 35
		SP:Iteration 42Q (114554.020000 sec): 3 clusters
  Score: Raw -1059073.824401 + Penalty 2983.796257 = -1056090.028143
  nChanged 36
		SP:Iteration 43Q (114554.200000 sec): 3 clusters
  Score: Raw -1059082.461609 + Penalty 2983.796257 = -1056098.665351
  nChanged 33
		SP:Iteration 44Q (114554.440000 sec): 3 clusters
  Score: Raw -1059088.414881 + Penalty 2983.796257 = -1056104.618623
  nChanged 37
		SP:Iteration 45Q (114554.630000 sec): 3 clusters
  Score: Raw -1059096.913803 + Penalty 2983.796257 = -1056113.117546
  nChanged 38
		SP:Iteration 46Q (114554.850000 sec): 3 clusters
  Score: Raw -1059107.699756 + Penalty 2983.796257 = -1056123.903499
  nChanged 36
		SP:Iteration 47Q (114555.020000 sec): 3 clusters
  Score: Raw -1059119.863744 + Penalty 2983.796257 = -1056136.067486
  nChanged 55
		SP:Iteration 48Q (114555.280000 sec): 3 clusters
  Score: Raw -1059137.818205 + Penalty 2983.796257 = -1056154.021948
  nChanged 45
		SP:Iteration 49Q (114555.520000 sec): 3 clusters
  Score: Raw -1059153.662333 + Penalty 2983.796257 = -1056169.866076
  nChanged 59
		SP:Iteration 50Q (114555.690000 sec): 3 clusters
  Score: Raw -1059177.596844 + Penalty 2983.796257 = -1056193.800586
  nChanged 67
		SP:Iteration 51Q (114555.940000 sec): 3 clusters
  Score: Raw -1059202.377621 + Penalty 2983.796257 = -1056218.581364
  nChanged 77
		SP:Iteration 52Q (114556.170000 sec): 3 clusters
  Score: Raw -1059234.919670 + Penalty 2983.796257 = -1056251.123412
  nChanged 77
		SP:Iteration 53Q (114556.330000 sec): 3 clusters
  Score: Raw -1059265.311518 + Penalty 2983.796257 = -1056281.515261
  nChanged 77
		SP:Iteration 54Q (114556.530000 sec): 3 clusters
  Score: Raw -1059296.064350 + Penalty 2983.796257 = -1056312.268093
  nChanged 74
		SP:Iteration 55Q (114556.710000 sec): 3 clusters
  Score: Raw -1059322.333386 + Penalty 2983.796257 = -1056338.537129
  nChanged 59
		SP:Iteration 56Q (114556.970000 sec): 3 clusters
  Score: Raw -1059346.995156 + Penalty 2983.796257 = -1056363.198899
  nChanged 60
		SP:Iteration 57Q (114557.170000 sec): 3 clusters
  Score: Raw -1059369.085649 + Penalty 2983.796257 = -1056385.289392
  nChanged 58
		SP:Iteration 58Q (114557.370000 sec): 3 clusters
  Score: Raw -1059391.551795 + Penalty 2983.796257 = -1056407.755537
  nChanged 70
		SP:Iteration 59Q (114557.590000 sec): 3 clusters
  Score: Raw -1059419.329651 + Penalty 2983.796257 = -1056435.533394
  nChanged 62
		SP:Iteration 60F (114557.780000 sec): 3 clusters
  Score: Raw -1059438.066028 + Penalty 2983.796257 = -1056454.269771
  nChanged 50
		SP:Iteration 61Q (114557.990000 sec): 3 clusters
  Score: Raw -1059451.913940 + Penalty 2983.796257 = -1056468.117683
  nChanged 41
		SP:Iteration 62Q (114558.150000 sec): 3 clusters
  Score: Raw -1059463.405661 + Penalty 2983.796257 = -1056479.609404
  nChanged 35
		SP:Iteration 63Q (114558.350000 sec): 3 clusters
  Score: Raw -1059473.569448 + Penalty 2983.796257 = -1056489.773190
  nChanged 35
		SP:Iteration 64Q (114558.530000 sec): 3 clusters
  Score: Raw -1059483.801323 + Penalty 2983.796257 = -1056500.005066
  nChanged 35
		SP:Iteration 65Q (114558.710000 sec): 3 clusters
  Score: Raw -1059491.850861 + Penalty 2983.796257 = -1056508.054604
  nChanged 31
		SP:Iteration 66Q (114558.890000 sec): 3 clusters
  Score: Raw -1059498.200182 + Penalty 2983.796257 = -1056514.403924
  nChanged 22
		SP:Iteration 67Q (114559.120000 sec): 3 clusters
  Score: Raw -1059502.888427 + Penalty 2983.796257 = -1056519.092170
  nChanged 22
		SP:Iteration 68Q (114559.350000 sec): 3 clusters
  Score: Raw -1059508.779511 + Penalty 2983.796257 = -1056524.983254
  nChanged 29
		SP:Iteration 69Q (114559.580000 sec): 3 clusters
  Score: Raw -1059516.507914 + Penalty 2983.796257 = -1056532.711656
  nChanged 30
		SP:Iteration 70Q (114559.760000 sec): 3 clusters
  Score: Raw -1059525.030589 + Penalty 2983.796257 = -1056541.234331
  nChanged 32
		SP:Iteration 71Q (114559.990000 sec): 3 clusters
  Score: Raw -1059533.808589 + Penalty 2983.796257 = -1056550.012331
  nChanged 29
		SP:Iteration 72Q (114560.180000 sec): 3 clusters
  Score: Raw -1059540.413686 + Penalty 2983.796257 = -1056556.617429
  nChanged 20
		SP:Iteration 73Q (114560.410000 sec): 3 clusters
  Score: Raw -1059546.330931 + Penalty 2983.796257 = -1056562.534673
  nChanged 20
		SP:Iteration 74Q (114560.650000 sec): 3 clusters
  Score: Raw -1059550.215667 + Penalty 2983.796257 = -1056566.419410
  nChanged 16
		SP:Iteration 75Q (114560.860000 sec): 3 clusters
  Score: Raw -1059553.407511 + Penalty 2983.796257 = -1056569.611253
  nChanged 16
		SP:Iteration 76Q (114561.090000 sec): 3 clusters
  Score: Raw -1059556.670133 + Penalty 2983.796257 = -1056572.873875
  nChanged 11
		SP:Iteration 77Q (114561.330000 sec): 3 clusters
  Score: Raw -1059558.397676 + Penalty 2983.796257 = -1056574.601418
  nChanged 6
		SP:Iteration 78Q (114561.530000 sec): 3 clusters
  Score: Raw -1059558.931311 + Penalty 2983.796257 = -1056575.135053
  nChanged 1
		SP:Iteration 79Q (114561.710000 sec): 3 clusters
  Score: Raw -1059559.142674 + Penalty 2983.796257 = -1056575.346416
  nChanged 1
		SP:Iteration 80F (114561.900000 sec): 3 clusters
  Score: Raw -1059559.251033 + Penalty 2983.796257 = -1056575.454775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (8669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114562.020000 sec): 2 clusters
  Score: Raw -863022.188338 + Penalty 1473.470167 = -861548.718170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114562.290000 sec): 3 clusters
  Score: Raw -858276.536211 + Penalty 2946.940335 = -855329.595876
  nChanged 3672
		SP:Iteration 1F (114562.480000 sec): 3 clusters
  Score: Raw -860579.056627 + Penalty 2946.940335 = -857632.116292
  nChanged 727
		SP:Iteration 2F (114562.690000 sec): 3 clusters
  Score: Raw -861118.075329 + Penalty 2946.940335 = -858171.134994
  nChanged 621
		SP:Iteration 3F (114562.860000 sec): 3 clusters
  Score: Raw -861565.770837 + Penalty 2946.940335 = -858618.830502
  nChanged 566
		SP:Iteration 4F (114563.040000 sec): 3 clusters
  Score: Raw -861964.709078 + Penalty 2946.940335 = -859017.768743
  nChanged 502
		SP:Iteration 5F (114563.230000 sec): 3 clusters
  Score: Raw -862275.226611 + Penalty 2946.940335 = -859328.286276
  nChanged 406
		SP:Iteration 6Q (114563.440000 sec): 3 clusters
  Score: Raw -862479.478356 + Penalty 2946.940335 = -859532.538021
  nChanged 306
		SP:Iteration 7Q (114563.660000 sec): 3 clusters
  Score: Raw -862621.617386 + Penalty 2946.940335 = -859674.677051
  nChanged 258
		SP:Iteration 8Q (114563.890000 sec): 3 clusters
  Score: Raw -862734.279184 + Penalty 2946.940335 = -859787.338849
  nChanged 224
		SP:Iteration 9Q (114564.070000 sec): 3 clusters
  Score: Raw -862824.234322 + Penalty 2946.940335 = -859877.293987
  nChanged 174
		SP:Iteration 10Q (114564.280000 sec): 3 clusters
  Score: Raw -862880.653994 + Penalty 2946.940335 = -859933.713659
  nChanged 130
		SP:Iteration 11Q (114564.470000 sec): 3 clusters
  Score: Raw -862924.870276 + Penalty 2946.940335 = -859977.929941
  nChanged 114
		SP:Iteration 12Q (114564.660000 sec): 3 clusters
  Score: Raw -862966.579017 + Penalty 2946.940335 = -860019.638682
  nChanged 113
		SP:Iteration 13Q (114564.850000 sec): 3 clusters
  Score: Raw -863001.157821 + Penalty 2946.940335 = -860054.217486
  nChanged 96
		SP:Iteration 14Q (114565.030000 sec): 3 clusters
  Score: Raw -863027.946188 + Penalty 2946.940335 = -860081.005853
  nChanged 82
		SP:Iteration 15Q (114565.210000 sec): 3 clusters
  Score: Raw -863050.014315 + Penalty 2946.940335 = -860103.073980
  nChanged 84
		SP:Iteration 16Q (114565.440000 sec): 3 clusters
  Score: Raw -863074.006758 + Penalty 2946.940335 = -860127.066423
  nChanged 82
		SP:Iteration 17Q (114565.620000 sec): 3 clusters
  Score: Raw -863097.014387 + Penalty 2946.940335 = -860150.074052
  nChanged 96
		SP:Iteration 18Q (114565.810000 sec): 3 clusters
  Score: Raw -863127.907003 + Penalty 2946.940335 = -860180.966668
  nChanged 93
		SP:Iteration 19Q (114566.020000 sec): 3 clusters
  Score: Raw -863160.313349 + Penalty 2946.940335 = -860213.373014
  nChanged 99
		SP:Iteration 20F (114566.250000 sec): 3 clusters
  Score: Raw -863189.700608 + Penalty 2946.940335 = -860242.760273
  nChanged 88
		SP:Iteration 21Q (114566.450000 sec): 3 clusters
  Score: Raw -863217.551869 + Penalty 2946.940335 = -860270.611534
  nChanged 80
		SP:Iteration 22Q (114566.640000 sec): 3 clusters
  Score: Raw -863242.308553 + Penalty 2946.940335 = -860295.368218
  nChanged 90
		SP:Iteration 23Q (114566.840000 sec): 3 clusters
  Score: Raw -863272.056312 + Penalty 2946.940335 = -860325.115977
  nChanged 80
		SP:Iteration 24Q (114567.010000 sec): 3 clusters
  Score: Raw -863300.135949 + Penalty 2946.940335 = -860353.195614
  nChanged 75
		SP:Iteration 25Q (114567.210000 sec): 3 clusters
  Score: Raw -863331.753562 + Penalty 2946.940335 = -860384.813227
  nChanged 77
		SP:Iteration 26Q (114567.390000 sec): 3 clusters
  Score: Raw -863361.348532 + Penalty 2946.940335 = -860414.408197
  nChanged 83
		SP:Iteration 27Q (114567.590000 sec): 3 clusters
  Score: Raw -863411.131960 + Penalty 2946.940335 = -860464.191625
  nChanged 81
		SP:Iteration 28Q (114567.780000 sec): 3 clusters
  Score: Raw -863454.613933 + Penalty 2946.940335 = -860507.673598
  nChanged 71
		SP:Iteration 29Q (114568.000000 sec): 3 clusters
  Score: Raw -863484.702618 + Penalty 2946.940335 = -860537.762283
  nChanged 59
		SP:Iteration 30Q (114568.210000 sec): 3 clusters
  Score: Raw -863504.288540 + Penalty 2946.940335 = -860557.348205
  nChanged 61
		SP:Iteration 31Q (114568.390000 sec): 3 clusters
  Score: Raw -863526.064685 + Penalty 2946.940335 = -860579.124350
  nChanged 55
		SP:Iteration 32Q (114568.620000 sec): 3 clusters
  Score: Raw -863543.599011 + Penalty 2946.940335 = -860596.658676
  nChanged 57
		SP:Iteration 33Q (114568.830000 sec): 3 clusters
  Score: Raw -863563.357943 + Penalty 2946.940335 = -860616.417608
  nChanged 55
		SP:Iteration 34Q (114569.030000 sec): 3 clusters
  Score: Raw -863580.480193 + Penalty 2946.940335 = -860633.539858
  nChanged 36
		SP:Iteration 35Q (114569.250000 sec): 3 clusters
  Score: Raw -863588.805965 + Penalty 2946.940335 = -860641.865630
  nChanged 26
		SP:Iteration 36Q (114569.490000 sec): 3 clusters
  Score: Raw -863594.311545 + Penalty 2946.940335 = -860647.371210
  nChanged 24
		SP:Iteration 37Q (114569.670000 sec): 3 clusters
  Score: Raw -863599.646389 + Penalty 2946.940335 = -860652.706054
  nChanged 23
		SP:Iteration 38Q (114569.900000 sec): 3 clusters
  Score: Raw -863604.254895 + Penalty 2946.940335 = -860657.314560
  nChanged 20
		SP:Iteration 39Q (114570.080000 sec): 3 clusters
  Score: Raw -863608.290912 + Penalty 2946.940335 = -860661.350577
  nChanged 17
		SP:Iteration 40F (114570.300000 sec): 3 clusters
  Score: Raw -863612.337390 + Penalty 2946.940335 = -860665.397055
  nChanged 16
		SP:Iteration 41Q (114570.490000 sec): 3 clusters
  Score: Raw -863615.153957 + Penalty 2946.940335 = -860668.213622
  nChanged 13
		SP:Iteration 42Q (114570.720000 sec): 3 clusters
  Score: Raw -863617.868978 + Penalty 2946.940335 = -860670.928643
  nChanged 10
		SP:Iteration 43Q (114570.900000 sec): 3 clusters
  Score: Raw -863620.716593 + Penalty 2946.940335 = -860673.776258
  nChanged 14
		SP:Iteration 44Q (114571.070000 sec): 3 clusters
  Score: Raw -863624.319981 + Penalty 2946.940335 = -860677.379646
  nChanged 21
		SP:Iteration 45Q (114571.290000 sec): 3 clusters
  Score: Raw -863632.134275 + Penalty 2946.940335 = -860685.193940
  nChanged 24
		SP:Iteration 46Q (114571.500000 sec): 3 clusters
  Score: Raw -863638.784918 + Penalty 2946.940335 = -860691.844583
  nChanged 21
		SP:Iteration 47Q (114571.710000 sec): 3 clusters
  Score: Raw -863645.456123 + Penalty 2946.940335 = -860698.515788
  nChanged 16
		SP:Iteration 48Q (114571.920000 sec): 3 clusters
  Score: Raw -863649.342973 + Penalty 2946.940335 = -860702.402638
  nChanged 17
		SP:Iteration 49Q (114572.150000 sec): 3 clusters
  Score: Raw -863652.656986 + Penalty 2946.940335 = -860705.716651
  nChanged 9
		SP:Iteration 50Q (114572.380000 sec): 3 clusters
  Score: Raw -863655.470129 + Penalty 2946.940335 = -860708.529794
  nChanged 11
		SP:Iteration 51Q (114572.580000 sec): 3 clusters
  Score: Raw -863658.790553 + Penalty 2946.940335 = -860711.850218
  nChanged 9
		SP:Iteration 52Q (114572.800000 sec): 3 clusters
  Score: Raw -863662.076771 + Penalty 2946.940335 = -860715.136436
  nChanged 12
		SP:Iteration 53Q (114573.020000 sec): 3 clusters
  Score: Raw -863664.909320 + Penalty 2946.940335 = -860717.968985
  nChanged 7
		SP:Iteration 54Q (114573.240000 sec): 3 clusters
  Score: Raw -863666.304344 + Penalty 2946.940335 = -860719.364009
  nChanged 5
		SP:Iteration 55Q (114573.440000 sec): 3 clusters
  Score: Raw -863667.367599 + Penalty 2946.940335 = -860720.427264
  nChanged 5
		SP:Iteration 56Q (114573.640000 sec): 3 clusters
  Score: Raw -863668.483206 + Penalty 2946.940335 = -860721.542871
  nChanged 4
		SP:Iteration 57Q (114573.850000 sec): 3 clusters
  Score: Raw -863669.052512 + Penalty 2946.940335 = -860722.112177
  nChanged 1
		SP:Iteration 58Q (114574.050000 sec): 3 clusters
  Score: Raw -863669.164789 + Penalty 2946.940335 = -860722.224454
  nChanged 1
		SP:Iteration 59Q (114574.300000 sec): 3 clusters
  Score: Raw -863669.224276 + Penalty 2946.940335 = -860722.283941
  nChanged 0
		SP:Iteration 60F (114574.500000 sec): 3 clusters
  Score: Raw -863669.224276 + Penalty 2946.940335 = -860722.283941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114574.640000 sec): 2 clusters
  Score: Raw -1040112.672592 + Penalty 1485.671967 = -1038627.000625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114574.850000 sec): 3 clusters
  Score: Raw -1034873.842075 + Penalty 2971.343934 = -1031902.498141
  nChanged 3986
		SP:Iteration 1F (114575.040000 sec): 3 clusters
  Score: Raw -1037031.785777 + Penalty 2971.343934 = -1034060.441843
  nChanged 553
		SP:Iteration 2F (114575.270000 sec): 3 clusters
  Score: Raw -1037239.254050 + Penalty 2971.343934 = -1034267.910116
  nChanged 418
		SP:Iteration 3Q (114575.510000 sec): 3 clusters
  Score: Raw -1037391.359931 + Penalty 2971.343934 = -1034420.015997
  nChanged 345
		SP:Iteration 4Q (114575.680000 sec): 3 clusters
  Score: Raw -1037507.013636 + Penalty 2971.343934 = -1034535.669702
  nChanged 302
		SP:Iteration 5Q (114575.920000 sec): 3 clusters
  Score: Raw -1037598.124558 + Penalty 2971.343934 = -1034626.780624
  nChanged 272
		SP:Iteration 6Q (114576.160000 sec): 3 clusters
  Score: Raw -1037677.336495 + Penalty 2971.343934 = -1034705.992561
  nChanged 251
		SP:Iteration 7Q (114576.340000 sec): 3 clusters
  Score: Raw -1037754.305240 + Penalty 2971.343934 = -1034782.961306
  nChanged 239
		SP:Iteration 8Q (114576.540000 sec): 3 clusters
  Score: Raw -1037829.872088 + Penalty 2971.343934 = -1034858.528154
  nChanged 262
		SP:Iteration 9Q (114576.810000 sec): 3 clusters
  Score: Raw -1037926.762260 + Penalty 2971.343934 = -1034955.418326
  nChanged 284
		SP:Iteration 10Q (114577.000000 sec): 3 clusters
  Score: Raw -1038053.526950 + Penalty 2971.343934 = -1035082.183016
  nChanged 306
		SP:Iteration 11Q (114577.230000 sec): 3 clusters
  Score: Raw -1038202.988200 + Penalty 2971.343934 = -1035231.644266
  nChanged 357
		SP:Iteration 12Q (114577.430000 sec): 3 clusters
  Score: Raw -1038410.277856 + Penalty 2971.343934 = -1035438.933922
  nChanged 372
		SP:Iteration 13Q (114577.650000 sec): 3 clusters
  Score: Raw -1038645.805143 + Penalty 2971.343934 = -1035674.461209
  nChanged 349
		SP:Iteration 14Q (114577.800000 sec): 3 clusters
  Score: Raw -1038889.751139 + Penalty 2971.343934 = -1035918.407206
  nChanged 356
		SP:Iteration 15Q (114578.000000 sec): 3 clusters
  Score: Raw -1039175.702757 + Penalty 2971.343934 = -1036204.358823
  nChanged 335
		SP:Iteration 16Q (114578.210000 sec): 3 clusters
  Score: Raw -1039440.637243 + Penalty 2971.343934 = -1036469.293309
  nChanged 270
		SP:Iteration 17Q (114578.440000 sec): 3 clusters
  Score: Raw -1039649.274371 + Penalty 2971.343934 = -1036677.930437
  nChanged 211
		SP:Iteration 18Q (114578.610000 sec): 3 clusters
  Score: Raw -1039840.824235 + Penalty 2971.343934 = -1036869.480301
  nChanged 139
		SP:Iteration 19Q (114578.840000 sec): 3 clusters
  Score: Raw -1039951.962090 + Penalty 2971.343934 = -1036980.618156
  nChanged 93
		SP:Iteration 20F (114579.060000 sec): 3 clusters
  Score: Raw -1040024.986941 + Penalty 2971.343934 = -1037053.643007
  nChanged 77
		SP:Iteration 21Q (114579.260000 sec): 3 clusters
  Score: Raw -1040087.869341 + Penalty 2971.343934 = -1037116.525407
  nChanged 52
		SP:Iteration 22Q (114579.500000 sec): 3 clusters
  Score: Raw -1040133.231060 + Penalty 2971.343934 = -1037161.887126
  nChanged 52
		SP:Iteration 23Q (114579.700000 sec): 3 clusters
  Score: Raw -1040174.410816 + Penalty 2971.343934 = -1037203.066882
  nChanged 35
		SP:Iteration 24Q (114579.880000 sec): 3 clusters
  Score: Raw -1040209.354288 + Penalty 2971.343934 = -1037238.010354
  nChanged 30
		SP:Iteration 25Q (114580.070000 sec): 3 clusters
  Score: Raw -1040236.783911 + Penalty 2971.343934 = -1037265.439977
  nChanged 23
		SP:Iteration 26Q (114580.330000 sec): 3 clusters
  Score: Raw -1040257.095845 + Penalty 2971.343934 = -1037285.751911
  nChanged 12
		SP:Iteration 27Q (114580.480000 sec): 3 clusters
  Score: Raw -1040269.236495 + Penalty 2971.343934 = -1037297.892561
  nChanged 10
		SP:Iteration 28Q (114580.710000 sec): 3 clusters
  Score: Raw -1040277.524312 + Penalty 2971.343934 = -1037306.180379
  nChanged 17
		SP:Iteration 29Q (114580.900000 sec): 3 clusters
  Score: Raw -1040289.906599 + Penalty 2971.343934 = -1037318.562665
  nChanged 7
		SP:Iteration 30Q (114581.130000 sec): 3 clusters
  Score: Raw -1040294.159039 + Penalty 2971.343934 = -1037322.815105
  nChanged 1
		SP:Iteration 31Q (114581.320000 sec): 3 clusters
  Score: Raw -1040296.075713 + Penalty 2971.343934 = -1037324.731779
  nChanged 3
		SP:Iteration 32Q (114581.510000 sec): 3 clusters
  Score: Raw -1040298.184128 + Penalty 2971.343934 = -1037326.840194
  nChanged 2
		SP:Iteration 33Q (114581.660000 sec): 3 clusters
  Score: Raw -1040300.801806 + Penalty 2971.343934 = -1037329.457872
  nChanged 2
		SP:Iteration 34Q (114581.880000 sec): 3 clusters
  Score: Raw -1040302.526730 + Penalty 2971.343934 = -1037331.182796
  nChanged 0
		SP:Iteration 35F (114582.090000 sec): 3 clusters
  Score: Raw -1040302.526730 + Penalty 2971.343934 = -1037331.182796
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114582.210000 sec): 2 clusters
  Score: Raw -185866.357070 + Penalty 1219.015599 = -184647.341471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114582.350000 sec): 3 clusters
  Score: Raw -185114.290799 + Penalty 2438.031199 = -182676.259600
  nChanged 597
		SP:Iteration 1F (114582.560000 sec): 3 clusters
  Score: Raw -185532.071213 + Penalty 2438.031199 = -183094.040014
  nChanged 142
		SP:Iteration 2F (114582.750000 sec): 3 clusters
  Score: Raw -185648.983303 + Penalty 2438.031199 = -183210.952104
  nChanged 101
		SP:Iteration 3F (114582.930000 sec): 3 clusters
  Score: Raw -185744.454322 + Penalty 2438.031199 = -183306.423123
  nChanged 83
		SP:Iteration 4Q (114583.090000 sec): 3 clusters
  Score: Raw -185820.108535 + Penalty 2438.031199 = -183382.077336
  nChanged 65
		SP:Iteration 5Q (114583.250000 sec): 3 clusters
  Score: Raw -185876.315371 + Penalty 2438.031199 = -183438.284172
  nChanged 44
		SP:Iteration 6Q (114583.410000 sec): 3 clusters
  Score: Raw -185907.257079 + Penalty 2438.031199 = -183469.225880
  nChanged 38
		SP:Iteration 7Q (114583.630000 sec): 3 clusters
  Score: Raw -185930.106396 + Penalty 2438.031199 = -183492.075197
  nChanged 24
		SP:Iteration 8Q (114583.810000 sec): 3 clusters
  Score: Raw -185948.962891 + Penalty 2438.031199 = -183510.931692
  nChanged 23
		SP:Iteration 9Q (114583.990000 sec): 3 clusters
  Score: Raw -185962.506201 + Penalty 2438.031199 = -183524.475003
  nChanged 19
		SP:Iteration 10Q (114584.140000 sec): 3 clusters
  Score: Raw -185978.040582 + Penalty 2438.031199 = -183540.009383
  nChanged 28
		SP:Iteration 11Q (114584.290000 sec): 3 clusters
  Score: Raw -185995.128917 + Penalty 2438.031199 = -183557.097718
  nChanged 21
		SP:Iteration 12Q (114584.430000 sec): 3 clusters
  Score: Raw -186006.767331 + Penalty 2438.031199 = -183568.736132
  nChanged 14
		SP:Iteration 13Q (114584.590000 sec): 3 clusters
  Score: Raw -186014.011065 + Penalty 2438.031199 = -183575.979866
  nChanged 10
		SP:Iteration 14Q (114584.750000 sec): 3 clusters
  Score: Raw -186020.973864 + Penalty 2438.031199 = -183582.942665
  nChanged 9
		SP:Iteration 15Q (114584.930000 sec): 3 clusters
  Score: Raw -186028.046920 + Penalty 2438.031199 = -183590.015721
  nChanged 7
		SP:Iteration 16Q (114585.090000 sec): 3 clusters
  Score: Raw -186031.805729 + Penalty 2438.031199 = -183593.774530
  nChanged 6
		SP:Iteration 17Q (114585.240000 sec): 3 clusters
  Score: Raw -186035.061761 + Penalty 2438.031199 = -183597.030563
  nChanged 3
		SP:Iteration 18Q (114585.410000 sec): 3 clusters
  Score: Raw -186036.828570 + Penalty 2438.031199 = -183598.797371
  nChanged 7
		SP:Iteration 19Q (114585.590000 sec): 3 clusters
  Score: Raw -186041.599818 + Penalty 2438.031199 = -183603.568620
  nChanged 2
		SP:Iteration 20F (114585.790000 sec): 3 clusters
  Score: Raw -186042.222214 + Penalty 2438.031199 = -183604.191015
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114585.900000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114586.070000 sec): 3 clusters
  Score: Raw -57461.537893 + Penalty 2030.613934 = -55430.923959
  nChanged 122
		SP:Iteration 1F (114586.240000 sec): 3 clusters
  Score: Raw -57638.469433 + Penalty 2030.613934 = -55607.855499
  nChanged 28
		SP:Iteration 2F (114586.360000 sec): 3 clusters
  Score: Raw -57675.756958 + Penalty 2030.613934 = -55645.143024
  nChanged 10
		SP:Iteration 3Q (114586.560000 sec): 3 clusters
  Score: Raw -57687.605069 + Penalty 2030.613934 = -55656.991135
  nChanged 5
		SP:Iteration 4Q (114586.740000 sec): 3 clusters
  Score: Raw -57692.632362 + Penalty 2030.613934 = -55662.018428
  nChanged 2
		SP:Iteration 5Q (114586.930000 sec): 3 clusters
  Score: Raw -57694.662253 + Penalty 2030.613934 = -55664.048319
  nChanged 3
		SP:Iteration 6Q (114587.080000 sec): 3 clusters
  Score: Raw -57701.968025 + Penalty 2030.613934 = -55671.354091
  nChanged 1
		SP:Iteration 7Q (114587.280000 sec): 3 clusters
  Score: Raw -57702.754746 + Penalty 2030.613934 = -55672.140812
  nChanged 0
		SP:Iteration 8F (114587.450000 sec): 3 clusters
  Score: Raw -57702.754746 + Penalty 2030.613934 = -55672.140812
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114587.590000 sec): 2 clusters
  Score: Raw -872732.052748 + Penalty 1458.045984 = -871274.006765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114587.820000 sec): 3 clusters
  Score: Raw -868408.919903 + Penalty 2916.091967 = -865492.827936
  nChanged 3282
		SP:Iteration 1F (114588.050000 sec): 3 clusters
  Score: Raw -870292.323822 + Penalty 2916.091967 = -867376.231855
  nChanged 469
		SP:Iteration 2F (114588.220000 sec): 3 clusters
  Score: Raw -870502.470046 + Penalty 2916.091967 = -867586.378079
  nChanged 392
		SP:Iteration 3Q (114588.380000 sec): 3 clusters
  Score: Raw -870675.621501 + Penalty 2916.091967 = -867759.529534
  nChanged 348
		SP:Iteration 4Q (114588.610000 sec): 3 clusters
  Score: Raw -870837.962652 + Penalty 2916.091967 = -867921.870685
  nChanged 304
		SP:Iteration 5Q (114588.780000 sec): 3 clusters
  Score: Raw -870991.820629 + Penalty 2916.091967 = -868075.728661
  nChanged 321
		SP:Iteration 6Q (114589.020000 sec): 3 clusters
  Score: Raw -871164.929140 + Penalty 2916.091967 = -868248.837173
  nChanged 342
		SP:Iteration 7Q (114589.180000 sec): 3 clusters
  Score: Raw -871371.863332 + Penalty 2916.091967 = -868455.771365
  nChanged 352
		SP:Iteration 8Q (114589.360000 sec): 3 clusters
  Score: Raw -871608.501031 + Penalty 2916.091967 = -868692.409064
  nChanged 348
		SP:Iteration 9Q (114589.600000 sec): 3 clusters
  Score: Raw -871863.283182 + Penalty 2916.091967 = -868947.191215
  nChanged 312
		SP:Iteration 10Q (114589.800000 sec): 3 clusters
  Score: Raw -872100.663284 + Penalty 2916.091967 = -869184.571317
  nChanged 261
		SP:Iteration 11Q (114589.990000 sec): 3 clusters
  Score: Raw -872287.896041 + Penalty 2916.091967 = -869371.804073
  nChanged 232
		SP:Iteration 12Q (114590.240000 sec): 3 clusters
  Score: Raw -872459.564320 + Penalty 2916.091967 = -869543.472353
  nChanged 165
		SP:Iteration 13Q (114590.420000 sec): 3 clusters
  Score: Raw -872581.334962 + Penalty 2916.091967 = -869665.242995
  nChanged 129
		SP:Iteration 14Q (114590.640000 sec): 3 clusters
  Score: Raw -872676.332355 + Penalty 2916.091967 = -869760.240388
  nChanged 95
		SP:Iteration 15Q (114590.900000 sec): 3 clusters
  Score: Raw -872762.111471 + Penalty 2916.091967 = -869846.019503
  nChanged 62
		SP:Iteration 16Q (114591.080000 sec): 3 clusters
  Score: Raw -872813.916440 + Penalty 2916.091967 = -869897.824473
  nChanged 45
		SP:Iteration 17Q (114591.320000 sec): 3 clusters
  Score: Raw -872848.439264 + Penalty 2916.091967 = -869932.347296
  nChanged 38
		SP:Iteration 18Q (114591.520000 sec): 3 clusters
  Score: Raw -872882.404994 + Penalty 2916.091967 = -869966.313027
  nChanged 37
		SP:Iteration 19Q (114591.710000 sec): 3 clusters
  Score: Raw -872909.358357 + Penalty 2916.091967 = -869993.266390
  nChanged 18
		SP:Iteration 20F (114591.900000 sec): 3 clusters
  Score: Raw -872924.530070 + Penalty 2916.091967 = -870008.438103
  nChanged 15
		SP:Iteration 21Q (114592.140000 sec): 3 clusters
  Score: Raw -872935.521101 + Penalty 2916.091967 = -870019.429134
  nChanged 12
		SP:Iteration 22Q (114592.320000 sec): 3 clusters
  Score: Raw -872944.770423 + Penalty 2916.091967 = -870028.678456
  nChanged 5
		SP:Iteration 23Q (114592.530000 sec): 3 clusters
  Score: Raw -872947.608691 + Penalty 2916.091967 = -870031.516723
  nChanged 2
		SP:Iteration 24Q (114592.740000 sec): 3 clusters
  Score: Raw -872949.154489 + Penalty 2916.091967 = -870033.062522
  nChanged 4
		SP:Iteration 25Q (114592.960000 sec): 3 clusters
  Score: Raw -872951.677524 + Penalty 2916.091967 = -870035.585557
  nChanged 3
		SP:Iteration 26Q (114593.110000 sec): 3 clusters
  Score: Raw -872953.112623 + Penalty 2916.091967 = -870037.020655
  nChanged 3
		SP:Iteration 27Q (114593.280000 sec): 3 clusters
  Score: Raw -872954.313350 + Penalty 2916.091967 = -870038.221383
  nChanged 2
		SP:Iteration 28Q (114593.480000 sec): 3 clusters
  Score: Raw -872957.048113 + Penalty 2916.091967 = -870040.956146
  nChanged 7
		SP:Iteration 29Q (114593.660000 sec): 3 clusters
  Score: Raw -872962.057693 + Penalty 2916.091967 = -870045.965726
  nChanged 6
		SP:Iteration 30Q (114593.860000 sec): 3 clusters
  Score: Raw -872966.564340 + Penalty 2916.091967 = -870050.472373
  nChanged 6
		SP:Iteration 31Q (114594.020000 sec): 3 clusters
  Score: Raw -872971.572940 + Penalty 2916.091967 = -870055.480972
  nChanged 4
		SP:Iteration 32Q (114594.210000 sec): 3 clusters
  Score: Raw -872974.927989 + Penalty 2916.091967 = -870058.836022
  nChanged 3
		SP:Iteration 33Q (114594.390000 sec): 3 clusters
  Score: Raw -872976.079878 + Penalty 2916.091967 = -870059.987911
  nChanged 2
		SP:Iteration 34Q (114594.640000 sec): 3 clusters
  Score: Raw -872976.708472 + Penalty 2916.091967 = -870060.616505
  nChanged 1
		SP:Iteration 35Q (114594.800000 sec): 3 clusters
  Score: Raw -872977.549586 + Penalty 2916.091967 = -870061.457619
  nChanged 1
		SP:Iteration 36Q (114595.020000 sec): 3 clusters
  Score: Raw -872978.353902 + Penalty 2916.091967 = -870062.261935
  nChanged 1
		SP:Iteration 37Q (114595.230000 sec): 3 clusters
  Score: Raw -872979.477953 + Penalty 2916.091967 = -870063.385986
  nChanged 1
		SP:Iteration 38Q (114595.450000 sec): 3 clusters
  Score: Raw -872980.178330 + Penalty 2916.091967 = -870064.086363
  nChanged 0
		SP:Iteration 39F (114595.630000 sec): 3 clusters
  Score: Raw -872980.178330 + Penalty 2916.091967 = -870064.086363
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (48914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114595.960000 sec): 2 clusters
  Score: Raw -5344077.913904 + Penalty 1754.645577 = -5342323.268327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114596.390000 sec): 3 clusters
  Score: Raw -5312930.990746 + Penalty 3509.291153 = -5309421.699592
  nChanged 22910
		SP:Iteration 1F (114596.810000 sec): 3 clusters
  Score: Raw -5326177.989357 + Penalty 3509.291153 = -5322668.698204
  nChanged 2217
		SP:Iteration 2Q (114597.230000 sec): 3 clusters
  Score: Raw -5327029.782796 + Penalty 3509.291153 = -5323520.491643
  nChanged 2505
		SP:Iteration 3F (114597.620000 sec): 3 clusters
  Score: Raw -5328355.858856 + Penalty 3509.291153 = -5324846.567703
  nChanged 3021
		SP:Iteration 4F (114598.030000 sec): 3 clusters
  Score: Raw -5330649.138683 + Penalty 3509.291153 = -5327139.847530
  nChanged 3726
		SP:Iteration 5F (114598.420000 sec): 3 clusters
  Score: Raw -5334121.074872 + Penalty 3509.291153 = -5330611.783719
  nChanged 4089
		SP:Iteration 6F (114598.820000 sec): 3 clusters
  Score: Raw -5337792.656541 + Penalty 3509.291153 = -5334283.365387
  nChanged 3405
		SP:Iteration 7F (114599.260000 sec): 3 clusters
  Score: Raw -5340528.185980 + Penalty 3509.291153 = -5337018.894827
  nChanged 2399
		SP:Iteration 8Q (114599.680000 sec): 3 clusters
  Score: Raw -5342309.509218 + Penalty 3509.291153 = -5338800.218064
  nChanged 1763
		SP:Iteration 9Q (114600.150000 sec): 3 clusters
  Score: Raw -5343509.891570 + Penalty 3509.291153 = -5340000.600417
  nChanged 1309
		SP:Iteration 10Q (114600.620000 sec): 3 clusters
  Score: Raw -5344300.202110 + Penalty 3509.291153 = -5340790.910956
  nChanged 954
		SP:Iteration 11Q (114601.040000 sec): 3 clusters
  Score: Raw -5344826.335332 + Penalty 3509.291153 = -5341317.044179
  nChanged 781
		SP:Iteration 12Q (114601.480000 sec): 3 clusters
  Score: Raw -5345208.758640 + Penalty 3509.291153 = -5341699.467487
  nChanged 675
		SP:Iteration 13Q (114601.900000 sec): 3 clusters
  Score: Raw -5345515.832550 + Penalty 3509.291153 = -5342006.541397
  nChanged 593
		SP:Iteration 14Q (114602.330000 sec): 3 clusters
  Score: Raw -5345763.890556 + Penalty 3509.291153 = -5342254.599403
  nChanged 463
		SP:Iteration 15Q (114602.750000 sec): 3 clusters
  Score: Raw -5345939.120898 + Penalty 3509.291153 = -5342429.829745
  nChanged 427
		SP:Iteration 16Q (114603.150000 sec): 3 clusters
  Score: Raw -5346093.232087 + Penalty 3509.291153 = -5342583.940934
  nChanged 365
		SP:Iteration 17Q (114603.570000 sec): 3 clusters
  Score: Raw -5346214.542111 + Penalty 3509.291153 = -5342705.250957
  nChanged 313
		SP:Iteration 18Q (114603.990000 sec): 3 clusters
  Score: Raw -5346323.787521 + Penalty 3509.291153 = -5342814.496367
  nChanged 305
		SP:Iteration 19Q (114604.420000 sec): 3 clusters
  Score: Raw -5346436.185334 + Penalty 3509.291153 = -5342926.894181
  nChanged 290
		SP:Iteration 20F (114604.850000 sec): 3 clusters
  Score: Raw -5346542.665083 + Penalty 3509.291153 = -5343033.373930
  nChanged 231
		SP:Iteration 21Q (114605.300000 sec): 3 clusters
  Score: Raw -5346626.617300 + Penalty 3509.291153 = -5343117.326147
  nChanged 217
		SP:Iteration 22Q (114605.740000 sec): 3 clusters
  Score: Raw -5346708.811169 + Penalty 3509.291153 = -5343199.520015
  nChanged 200
		SP:Iteration 23Q (114606.200000 sec): 3 clusters
  Score: Raw -5346786.226112 + Penalty 3509.291153 = -5343276.934959
  nChanged 183
		SP:Iteration 24Q (114606.620000 sec): 3 clusters
  Score: Raw -5346867.391452 + Penalty 3509.291153 = -5343358.100298
  nChanged 178
		SP:Iteration 25Q (114607.030000 sec): 3 clusters
  Score: Raw -5346944.019706 + Penalty 3509.291153 = -5343434.728553
  nChanged 186
		SP:Iteration 26Q (114607.440000 sec): 3 clusters
  Score: Raw -5347037.403246 + Penalty 3509.291153 = -5343528.112092
  nChanged 152
		SP:Iteration 27Q (114607.880000 sec): 3 clusters
  Score: Raw -5347138.144340 + Penalty 3509.291153 = -5343628.853187
  nChanged 168
		SP:Iteration 28Q (114608.350000 sec): 3 clusters
  Score: Raw -5347246.519122 + Penalty 3509.291153 = -5343737.227969
  nChanged 158
		SP:Iteration 29Q (114608.760000 sec): 3 clusters
  Score: Raw -5347333.448975 + Penalty 3509.291153 = -5343824.157822
  nChanged 118
		SP:Iteration 30Q (114609.190000 sec): 3 clusters
  Score: Raw -5347394.244020 + Penalty 3509.291153 = -5343884.952867
  nChanged 114
		SP:Iteration 31Q (114609.650000 sec): 3 clusters
  Score: Raw -5347440.273230 + Penalty 3509.291153 = -5343930.982077
  nChanged 94
		SP:Iteration 32Q (114610.050000 sec): 3 clusters
  Score: Raw -5347472.665754 + Penalty 3509.291153 = -5343963.374601
  nChanged 87
		SP:Iteration 33Q (114610.510000 sec): 3 clusters
  Score: Raw -5347502.543103 + Penalty 3509.291153 = -5343993.251950
  nChanged 72
		SP:Iteration 34Q (114610.980000 sec): 3 clusters
  Score: Raw -5347523.161521 + Penalty 3509.291153 = -5344013.870368
  nChanged 49
		SP:Iteration 35Q (114611.430000 sec): 3 clusters
  Score: Raw -5347539.085475 + Penalty 3509.291153 = -5344029.794322
  nChanged 52
		SP:Iteration 36Q (114611.820000 sec): 3 clusters
  Score: Raw -5347560.773117 + Penalty 3509.291153 = -5344051.481963
  nChanged 59
		SP:Iteration 37Q (114612.260000 sec): 3 clusters
  Score: Raw -5347582.097286 + Penalty 3509.291153 = -5344072.806133
  nChanged 52
		SP:Iteration 38Q (114612.710000 sec): 3 clusters
  Score: Raw -5347600.608585 + Penalty 3509.291153 = -5344091.317432
  nChanged 48
		SP:Iteration 39Q (114613.100000 sec): 3 clusters
  Score: Raw -5347623.873455 + Penalty 3509.291153 = -5344114.582302
  nChanged 50
		SP:Iteration 40F (114613.530000 sec): 3 clusters
  Score: Raw -5347646.559747 + Penalty 3509.291153 = -5344137.268594
  nChanged 50
		SP:Iteration 41Q (114613.960000 sec): 3 clusters
  Score: Raw -5347662.400637 + Penalty 3509.291153 = -5344153.109484
  nChanged 51
		SP:Iteration 42Q (114614.380000 sec): 3 clusters
  Score: Raw -5347680.850947 + Penalty 3509.291153 = -5344171.559794
  nChanged 45
		SP:Iteration 43Q (114614.820000 sec): 3 clusters
  Score: Raw -5347696.567317 + Penalty 3509.291153 = -5344187.276163
  nChanged 32
		SP:Iteration 44Q (114615.180000 sec): 3 clusters
  Score: Raw -5347705.286710 + Penalty 3509.291153 = -5344195.995556
  nChanged 24
		SP:Iteration 45Q (114615.610000 sec): 3 clusters
  Score: Raw -5347710.976554 + Penalty 3509.291153 = -5344201.685400
  nChanged 14
		SP:Iteration 46Q (114616.040000 sec): 3 clusters
  Score: Raw -5347713.949788 + Penalty 3509.291153 = -5344204.658635
  nChanged 13
		SP:Iteration 47Q (114616.440000 sec): 3 clusters
  Score: Raw -5347716.403153 + Penalty 3509.291153 = -5344207.112000
  nChanged 11
		SP:Iteration 48Q (114616.860000 sec): 3 clusters
  Score: Raw -5347718.422001 + Penalty 3509.291153 = -5344209.130848
  nChanged 7
		SP:Iteration 49Q (114617.310000 sec): 3 clusters
  Score: Raw -5347719.332932 + Penalty 3509.291153 = -5344210.041778
  nChanged 6
		SP:Iteration 50Q (114617.810000 sec): 3 clusters
  Score: Raw -5347719.880666 + Penalty 3509.291153 = -5344210.589512
  nChanged 2
		SP:Iteration 51Q (114618.240000 sec): 3 clusters
  Score: Raw -5347719.979096 + Penalty 3509.291153 = -5344210.687943
  nChanged 0
		SP:Iteration 52F (114618.660000 sec): 3 clusters
  Score: Raw -5347719.979096 + Penalty 3509.291153 = -5344210.687943
  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 9.05 GB.

 Trying to split cluster 58 (2085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114618.780000 sec): 2 clusters
  Score: Raw -214217.665238 + Penalty 1241.910172 = -212975.755066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114618.950000 sec): 3 clusters
  Score: Raw -213325.070392 + Penalty 2483.820344 = -210841.250048
  nChanged 783
		SP:Iteration 1F (114619.140000 sec): 3 clusters
  Score: Raw -213808.089206 + Penalty 2483.820344 = -211324.268862
  nChanged 168
		SP:Iteration 2F (114619.330000 sec): 3 clusters
  Score: Raw -213929.261777 + Penalty 2483.820344 = -211445.441433
  nChanged 98
		SP:Iteration 3Q (114619.470000 sec): 3 clusters
  Score: Raw -214004.601298 + Penalty 2483.820344 = -211520.780955
  nChanged 80
		SP:Iteration 4Q (114619.590000 sec): 3 clusters
  Score: Raw -214060.039638 + Penalty 2483.820344 = -211576.219295
  nChanged 64
		SP:Iteration 5Q (114619.780000 sec): 3 clusters
  Score: Raw -214114.638898 + Penalty 2483.820344 = -211630.818554
  nChanged 68
		SP:Iteration 6Q (114619.930000 sec): 3 clusters
  Score: Raw -214163.097829 + Penalty 2483.820344 = -211679.277485
  nChanged 59
		SP:Iteration 7Q (114620.070000 sec): 3 clusters
  Score: Raw -214212.149315 + Penalty 2483.820344 = -211728.328971
  nChanged 53
		SP:Iteration 8Q (114620.240000 sec): 3 clusters
  Score: Raw -214261.940033 + Penalty 2483.820344 = -211778.119689
  nChanged 51
		SP:Iteration 9Q (114620.390000 sec): 3 clusters
  Score: Raw -214306.666553 + Penalty 2483.820344 = -211822.846210
  nChanged 65
		SP:Iteration 10Q (114620.530000 sec): 3 clusters
  Score: Raw -214370.109205 + Penalty 2483.820344 = -211886.288861
  nChanged 55
		SP:Iteration 11Q (114620.680000 sec): 3 clusters
  Score: Raw -214425.059969 + Penalty 2483.820344 = -211941.239626
  nChanged 52
		SP:Iteration 12Q (114620.850000 sec): 3 clusters
  Score: Raw -214473.227496 + Penalty 2483.820344 = -211989.407153
  nChanged 42
		SP:Iteration 13Q (114621.030000 sec): 3 clusters
  Score: Raw -214507.262147 + Penalty 2483.820344 = -212023.441804
  nChanged 38
		SP:Iteration 14Q (114621.210000 sec): 3 clusters
  Score: Raw -214534.651729 + Penalty 2483.820344 = -212050.831386
  nChanged 26
		SP:Iteration 15Q (114621.380000 sec): 3 clusters
  Score: Raw -214558.651666 + Penalty 2483.820344 = -212074.831323
  nChanged 24
		SP:Iteration 16Q (114621.550000 sec): 3 clusters
  Score: Raw -214576.612878 + Penalty 2483.820344 = -212092.792534
  nChanged 23
		SP:Iteration 17Q (114621.700000 sec): 3 clusters
  Score: Raw -214587.560764 + Penalty 2483.820344 = -212103.740421
  nChanged 17
		SP:Iteration 18Q (114621.840000 sec): 3 clusters
  Score: Raw -214596.095600 + Penalty 2483.820344 = -212112.275257
  nChanged 12
		SP:Iteration 19Q (114622.020000 sec): 3 clusters
  Score: Raw -214601.129912 + Penalty 2483.820344 = -212117.309569
  nChanged 5
		SP:Iteration 20F (114622.210000 sec): 3 clusters
  Score: Raw -214603.624121 + Penalty 2483.820344 = -212119.803777
  nChanged 3
		SP:Iteration 21Q (114622.360000 sec): 3 clusters
  Score: Raw -214605.352427 + Penalty 2483.820344 = -212121.532083
  nChanged 2
		SP:Iteration 22Q (114622.570000 sec): 3 clusters
  Score: Raw -214607.117840 + Penalty 2483.820344 = -212123.297497
  nChanged 2
		SP:Iteration 23Q (114622.730000 sec): 3 clusters
  Score: Raw -214607.876189 + Penalty 2483.820344 = -212124.055846
  nChanged 1
		SP:Iteration 24Q (114622.900000 sec): 3 clusters
  Score: Raw -214608.097204 + Penalty 2483.820344 = -212124.276861
  nChanged 3
		SP:Iteration 25Q (114623.020000 sec): 3 clusters
  Score: Raw -214609.258296 + Penalty 2483.820344 = -212125.437953
  nChanged 3
		SP:Iteration 26Q (114623.170000 sec): 3 clusters
  Score: Raw -214610.381054 + Penalty 2483.820344 = -212126.560711
  nChanged 3
		SP:Iteration 27Q (114623.330000 sec): 3 clusters
  Score: Raw -214611.315443 + Penalty 2483.820344 = -212127.495099
  nChanged 3
		SP:Iteration 28Q (114623.430000 sec): 3 clusters
  Score: Raw -214613.746296 + Penalty 2483.820344 = -212129.925952
  nChanged 7
		SP:Iteration 29Q (114623.580000 sec): 3 clusters
  Score: Raw -214620.731144 + Penalty 2483.820344 = -212136.910801
  nChanged 7
		SP:Iteration 30Q (114623.730000 sec): 3 clusters
  Score: Raw -214624.972998 + Penalty 2483.820344 = -212141.152655
  nChanged 12
		SP:Iteration 31Q (114623.890000 sec): 3 clusters
  Score: Raw -214631.081123 + Penalty 2483.820344 = -212147.260779
  nChanged 9
		SP:Iteration 32Q (114624.120000 sec): 3 clusters
  Score: Raw -214636.569887 + Penalty 2483.820344 = -212152.749543
  nChanged 8
		SP:Iteration 33Q (114624.270000 sec): 3 clusters
  Score: Raw -214641.031928 + Penalty 2483.820344 = -212157.211585
  nChanged 3
		SP:Iteration 34Q (114624.480000 sec): 3 clusters
  Score: Raw -214643.012515 + Penalty 2483.820344 = -212159.192171
  nChanged 3
		SP:Iteration 35Q (114624.610000 sec): 3 clusters
  Score: Raw -214646.465905 + Penalty 2483.820344 = -212162.645561
  nChanged 6
		SP:Iteration 36Q (114624.790000 sec): 3 clusters
  Score: Raw -214651.548070 + Penalty 2483.820344 = -212167.727727
  nChanged 5
		SP:Iteration 37Q (114624.950000 sec): 3 clusters
  Score: Raw -214653.791459 + Penalty 2483.820344 = -212169.971116
  nChanged 2
		SP:Iteration 38Q (114625.150000 sec): 3 clusters
  Score: Raw -214654.679082 + Penalty 2483.820344 = -212170.858738
  nChanged 3
		SP:Iteration 39Q (114625.310000 sec): 3 clusters
  Score: Raw -214656.435886 + Penalty 2483.820344 = -212172.615543
  nChanged 4
		SP:Iteration 40F (114625.470000 sec): 3 clusters
  Score: Raw -214658.472226 + Penalty 2483.820344 = -212174.651882
  nChanged 1
		SP:Iteration 41Q (114625.650000 sec): 3 clusters
  Score: Raw -214659.056757 + Penalty 2483.820344 = -212175.236414
  nChanged 0
		SP:Iteration 42F (114625.750000 sec): 3 clusters
  Score: Raw -214659.056757 + Penalty 2483.820344 = -212175.236414
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114625.860000 sec): 2 clusters
  Score: Raw -410873.055682 + Penalty 1345.120751 = -409527.934931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114626.070000 sec): 3 clusters
  Score: Raw -408924.634856 + Penalty 2690.241502 = -406234.393354
  nChanged 1544
		SP:Iteration 1F (114626.200000 sec): 3 clusters
  Score: Raw -409835.792496 + Penalty 2690.241502 = -407145.550993
  nChanged 357
		SP:Iteration 2F (114626.370000 sec): 3 clusters
  Score: Raw -410188.305098 + Penalty 2690.241502 = -407498.063596
  nChanged 313
		SP:Iteration 3F (114626.520000 sec): 3 clusters
  Score: Raw -410506.577481 + Penalty 2690.241502 = -407816.335979
  nChanged 295
		SP:Iteration 4F (114626.700000 sec): 3 clusters
  Score: Raw -410807.127377 + Penalty 2690.241502 = -408116.885875
  nChanged 264
		SP:Iteration 5F (114626.870000 sec): 3 clusters
  Score: Raw -411060.067898 + Penalty 2690.241502 = -408369.826396
  nChanged 209
		SP:Iteration 6F (114627.090000 sec): 3 clusters
  Score: Raw -411237.881115 + Penalty 2690.241502 = -408547.639613
  nChanged 147
		SP:Iteration 7Q (114627.240000 sec): 3 clusters
  Score: Raw -411331.039054 + Penalty 2690.241502 = -408640.797552
  nChanged 103
		SP:Iteration 8Q (114627.380000 sec): 3 clusters
  Score: Raw -411394.974874 + Penalty 2690.241502 = -408704.733372
  nChanged 74
		SP:Iteration 9Q (114627.570000 sec): 3 clusters
  Score: Raw -411436.892263 + Penalty 2690.241502 = -408746.650760
  nChanged 53
		SP:Iteration 10Q (114627.790000 sec): 3 clusters
  Score: Raw -411461.411079 + Penalty 2690.241502 = -408771.169576
  nChanged 42
		SP:Iteration 11Q (114627.930000 sec): 3 clusters
  Score: Raw -411477.427959 + Penalty 2690.241502 = -408787.186457
  nChanged 41
		SP:Iteration 12Q (114628.160000 sec): 3 clusters
  Score: Raw -411488.335512 + Penalty 2690.241502 = -408798.094010
  nChanged 22
		SP:Iteration 13Q (114628.330000 sec): 3 clusters
  Score: Raw -411494.526254 + Penalty 2690.241502 = -408804.284752
  nChanged 19
		SP:Iteration 14Q (114628.490000 sec): 3 clusters
  Score: Raw -411499.092070 + Penalty 2690.241502 = -408808.850568
  nChanged 7
		SP:Iteration 15Q (114628.670000 sec): 3 clusters
  Score: Raw -411501.092364 + Penalty 2690.241502 = -408810.850862
  nChanged 9
		SP:Iteration 16Q (114628.840000 sec): 3 clusters
  Score: Raw -411503.026400 + Penalty 2690.241502 = -408812.784898
  nChanged 5
		SP:Iteration 17Q (114629.040000 sec): 3 clusters
  Score: Raw -411503.859768 + Penalty 2690.241502 = -408813.618266
  nChanged 6
		SP:Iteration 18Q (114629.220000 sec): 3 clusters
  Score: Raw -411505.013887 + Penalty 2690.241502 = -408814.772385
  nChanged 3
		SP:Iteration 19Q (114629.360000 sec): 3 clusters
  Score: Raw -411505.614005 + Penalty 2690.241502 = -408815.372502
  nChanged 2
		SP:Iteration 20F (114629.560000 sec): 3 clusters
  Score: Raw -411505.839638 + Penalty 2690.241502 = -408815.598136
  nChanged 5
		SP:Iteration 21Q (114629.760000 sec): 3 clusters
  Score: Raw -411506.587536 + Penalty 2690.241502 = -408816.346034
  nChanged 3
		SP:Iteration 22Q (114629.940000 sec): 3 clusters
  Score: Raw -411506.953188 + Penalty 2690.241502 = -408816.711686
  nChanged 5
		SP:Iteration 23Q (114630.120000 sec): 3 clusters
  Score: Raw -411508.081022 + Penalty 2690.241502 = -408817.839520
  nChanged 8
		SP:Iteration 24Q (114630.320000 sec): 3 clusters
  Score: Raw -411509.409725 + Penalty 2690.241502 = -408819.168223
  nChanged 7
		SP:Iteration 25Q (114630.530000 sec): 3 clusters
  Score: Raw -411511.570156 + Penalty 2690.241502 = -408821.328653
  nChanged 7
		SP:Iteration 26Q (114630.700000 sec): 3 clusters
  Score: Raw -411513.479945 + Penalty 2690.241502 = -408823.238443
  nChanged 7
		SP:Iteration 27Q (114630.910000 sec): 3 clusters
  Score: Raw -411515.768925 + Penalty 2690.241502 = -408825.527423
  nChanged 15
		SP:Iteration 28Q (114631.080000 sec): 3 clusters
  Score: Raw -411520.615253 + Penalty 2690.241502 = -408830.373751
  nChanged 12
		SP:Iteration 29Q (114631.260000 sec): 3 clusters
  Score: Raw -411523.550945 + Penalty 2690.241502 = -408833.309443
  nChanged 5
		SP:Iteration 30Q (114631.420000 sec): 3 clusters
  Score: Raw -411524.610068 + Penalty 2690.241502 = -408834.368566
  nChanged 6
		SP:Iteration 31Q (114631.600000 sec): 3 clusters
  Score: Raw -411526.015901 + Penalty 2690.241502 = -408835.774399
  nChanged 4
		SP:Iteration 32Q (114631.750000 sec): 3 clusters
  Score: Raw -411526.895435 + Penalty 2690.241502 = -408836.653933
  nChanged 2
		SP:Iteration 33Q (114631.950000 sec): 3 clusters
  Score: Raw -411527.378135 + Penalty 2690.241502 = -408837.136632
  nChanged 2
		SP:Iteration 34Q (114632.130000 sec): 3 clusters
  Score: Raw -411527.690303 + Penalty 2690.241502 = -408837.448801
  nChanged 4
		SP:Iteration 35Q (114632.300000 sec): 3 clusters
  Score: Raw -411528.904441 + Penalty 2690.241502 = -408838.662939
  nChanged 2
		SP:Iteration 36Q (114632.520000 sec): 3 clusters
  Score: Raw -411529.557968 + Penalty 2690.241502 = -408839.316466
  nChanged 3
		SP:Iteration 37Q (114632.740000 sec): 3 clusters
  Score: Raw -411530.230487 + Penalty 2690.241502 = -408839.988985
  nChanged 2
		SP:Iteration 38Q (114632.900000 sec): 3 clusters
  Score: Raw -411530.600945 + Penalty 2690.241502 = -408840.359443
  nChanged 1
		SP:Iteration 39Q (114633.100000 sec): 3 clusters
  Score: Raw -411530.712440 + Penalty 2690.241502 = -408840.470938
  nChanged 1
		SP:Iteration 40F (114633.330000 sec): 3 clusters
  Score: Raw -411530.865408 + Penalty 2690.241502 = -408840.623906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114633.390000 sec): 2 clusters
  Score: Raw -64226.341541 + Penalty 1035.941533 = -63190.400008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114633.620000 sec): 3 clusters
  Score: Raw -64133.792177 + Penalty 2071.883066 = -62061.909111
  nChanged 152
		SP:Iteration 1F (114633.800000 sec): 3 clusters
  Score: Raw -64380.136711 + Penalty 2071.883066 = -62308.253645
  nChanged 38
		SP:Iteration 2F (114633.920000 sec): 3 clusters
  Score: Raw -64458.501990 + Penalty 2071.883066 = -62386.618924
  nChanged 18
		SP:Iteration 3Q (114634.100000 sec): 3 clusters
  Score: Raw -64495.379808 + Penalty 2071.883066 = -62423.496741
  nChanged 16
		SP:Iteration 4Q (114634.230000 sec): 3 clusters
  Score: Raw -64518.804431 + Penalty 2071.883066 = -62446.921364
  nChanged 7
		SP:Iteration 5Q (114634.420000 sec): 3 clusters
  Score: Raw -64530.797579 + Penalty 2071.883066 = -62458.914513
  nChanged 7
		SP:Iteration 6Q (114634.560000 sec): 3 clusters
  Score: Raw -64545.297567 + Penalty 2071.883066 = -62473.414501
  nChanged 3
		SP:Iteration 7Q (114634.720000 sec): 3 clusters
  Score: Raw -64549.935513 + Penalty 2071.883066 = -62478.052447
  nChanged 3
		SP:Iteration 8Q (114634.910000 sec): 3 clusters
  Score: Raw -64554.197318 + Penalty 2071.883066 = -62482.314252
  nChanged 1
		SP:Iteration 9Q (114635.080000 sec): 3 clusters
  Score: Raw -64554.592576 + Penalty 2071.883066 = -62482.709509
  nChanged 1
		SP:Iteration 10Q (114635.300000 sec): 3 clusters
  Score: Raw -64554.723158 + Penalty 2071.883066 = -62482.840091
  nChanged 0
		SP:Iteration 11F (114635.430000 sec): 3 clusters
  Score: Raw -64554.723158 + Penalty 2071.883066 = -62482.840091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114635.590000 sec): 2 clusters
  Score: Raw -291347.621999 + Penalty 1284.634268 = -290062.987731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114635.770000 sec): 3 clusters
  Score: Raw -290107.598187 + Penalty 2569.268536 = -287538.329651
  nChanged 1011
		SP:Iteration 1F (114635.950000 sec): 3 clusters
  Score: Raw -290707.509262 + Penalty 2569.268536 = -288138.240726
  nChanged 211
		SP:Iteration 2F (114636.110000 sec): 3 clusters
  Score: Raw -290844.138943 + Penalty 2569.268536 = -288274.870407
  nChanged 136
		SP:Iteration 3F (114636.310000 sec): 3 clusters
  Score: Raw -290924.083366 + Penalty 2569.268536 = -288354.814830
  nChanged 101
		SP:Iteration 4Q (114636.490000 sec): 3 clusters
  Score: Raw -290987.968956 + Penalty 2569.268536 = -288418.700420
  nChanged 79
		SP:Iteration 5Q (114636.660000 sec): 3 clusters
  Score: Raw -291029.719936 + Penalty 2569.268536 = -288460.451400
  nChanged 68
		SP:Iteration 6Q (114636.820000 sec): 3 clusters
  Score: Raw -291069.120070 + Penalty 2569.268536 = -288499.851534
  nChanged 61
		SP:Iteration 7Q (114636.950000 sec): 3 clusters
  Score: Raw -291099.272505 + Penalty 2569.268536 = -288530.003969
  nChanged 51
		SP:Iteration 8Q (114637.170000 sec): 3 clusters
  Score: Raw -291125.198361 + Penalty 2569.268536 = -288555.929825
  nChanged 50
		SP:Iteration 9Q (114637.350000 sec): 3 clusters
  Score: Raw -291148.339716 + Penalty 2569.268536 = -288579.071180
  nChanged 51
		SP:Iteration 10Q (114637.480000 sec): 3 clusters
  Score: Raw -291171.313930 + Penalty 2569.268536 = -288602.045394
  nChanged 56
		SP:Iteration 11Q (114637.700000 sec): 3 clusters
  Score: Raw -291199.634902 + Penalty 2569.268536 = -288630.366366
  nChanged 60
		SP:Iteration 12Q (114637.780000 sec): 3 clusters
  Score: Raw -291237.692717 + Penalty 2569.268536 = -288668.424181
  nChanged 69
		SP:Iteration 13Q (114637.900000 sec): 3 clusters
  Score: Raw -291279.617144 + Penalty 2569.268536 = -288710.348609
  nChanged 60
		SP:Iteration 14Q (114638.060000 sec): 3 clusters
  Score: Raw -291319.327108 + Penalty 2569.268536 = -288750.058572
  nChanged 56
		SP:Iteration 15Q (114638.240000 sec): 3 clusters
  Score: Raw -291360.363349 + Penalty 2569.268536 = -288791.094813
  nChanged 40
		SP:Iteration 16Q (114638.410000 sec): 3 clusters
  Score: Raw -291384.462709 + Penalty 2569.268536 = -288815.194173
  nChanged 36
		SP:Iteration 17Q (114638.600000 sec): 3 clusters
  Score: Raw -291403.820521 + Penalty 2569.268536 = -288834.551985
  nChanged 22
		SP:Iteration 18Q (114638.800000 sec): 3 clusters
  Score: Raw -291415.451071 + Penalty 2569.268536 = -288846.182535
  nChanged 20
		SP:Iteration 19Q (114638.970000 sec): 3 clusters
  Score: Raw -291426.266373 + Penalty 2569.268536 = -288856.997837
  nChanged 13
		SP:Iteration 20F (114639.130000 sec): 3 clusters
  Score: Raw -291438.061877 + Penalty 2569.268536 = -288868.793341
  nChanged 19
		SP:Iteration 21Q (114639.290000 sec): 3 clusters
  Score: Raw -291452.681268 + Penalty 2569.268536 = -288883.412732
  nChanged 12
		SP:Iteration 22Q (114639.460000 sec): 3 clusters
  Score: Raw -291457.952967 + Penalty 2569.268536 = -288888.684431
  nChanged 7
		SP:Iteration 23Q (114639.620000 sec): 3 clusters
  Score: Raw -291461.608902 + Penalty 2569.268536 = -288892.340366
  nChanged 7
		SP:Iteration 24Q (114639.800000 sec): 3 clusters
  Score: Raw -291466.302226 + Penalty 2569.268536 = -288897.033691
  nChanged 6
		SP:Iteration 25Q (114640.000000 sec): 3 clusters
  Score: Raw -291467.876524 + Penalty 2569.268536 = -288898.607988
  nChanged 3
		SP:Iteration 26Q (114640.150000 sec): 3 clusters
  Score: Raw -291469.585878 + Penalty 2569.268536 = -288900.317342
  nChanged 4
		SP:Iteration 27Q (114640.340000 sec): 3 clusters
  Score: Raw -291471.223688 + Penalty 2569.268536 = -288901.955152
  nChanged 8
		SP:Iteration 28Q (114640.500000 sec): 3 clusters
  Score: Raw -291474.537183 + Penalty 2569.268536 = -288905.268648
  nChanged 4
		SP:Iteration 29Q (114640.630000 sec): 3 clusters
  Score: Raw -291476.096170 + Penalty 2569.268536 = -288906.827634
  nChanged 2
		SP:Iteration 30Q (114640.770000 sec): 3 clusters
  Score: Raw -291476.529135 + Penalty 2569.268536 = -288907.260599
  nChanged 1
		SP:Iteration 31Q (114640.900000 sec): 3 clusters
  Score: Raw -291476.642205 + Penalty 2569.268536 = -288907.373669
  nChanged 1
		SP:Iteration 32Q (114641.030000 sec): 3 clusters
  Score: Raw -291477.122120 + Penalty 2569.268536 = -288907.853584
  nChanged 4
		SP:Iteration 33Q (114641.190000 sec): 3 clusters
  Score: Raw -291479.013433 + Penalty 2569.268536 = -288909.744897
  nChanged 8
		SP:Iteration 34Q (114641.330000 sec): 3 clusters
  Score: Raw -291483.098847 + Penalty 2569.268536 = -288913.830311
  nChanged 8
		SP:Iteration 35Q (114641.530000 sec): 3 clusters
  Score: Raw -291487.589665 + Penalty 2569.268536 = -288918.321129
  nChanged 10
		SP:Iteration 36Q (114641.680000 sec): 3 clusters
  Score: Raw -291493.902178 + Penalty 2569.268536 = -288924.633642
  nChanged 11
		SP:Iteration 37Q (114641.840000 sec): 3 clusters
  Score: Raw -291501.472410 + Penalty 2569.268536 = -288932.203874
  nChanged 7
		SP:Iteration 38Q (114641.990000 sec): 3 clusters
  Score: Raw -291505.918625 + Penalty 2569.268536 = -288936.650089
  nChanged 4
		SP:Iteration 39Q (114642.170000 sec): 3 clusters
  Score: Raw -291509.578344 + Penalty 2569.268536 = -288940.309809
  nChanged 8
		SP:Iteration 40F (114642.340000 sec): 3 clusters
  Score: Raw -291516.083975 + Penalty 2569.268536 = -288946.815439
  nChanged 10
		SP:Iteration 41Q (114642.490000 sec): 3 clusters
  Score: Raw -291523.667823 + Penalty 2569.268536 = -288954.399287
  nChanged 8
		SP:Iteration 42Q (114642.680000 sec): 3 clusters
  Score: Raw -291531.023067 + Penalty 2569.268536 = -288961.754531
  nChanged 9
		SP:Iteration 43Q (114642.810000 sec): 3 clusters
  Score: Raw -291537.912609 + Penalty 2569.268536 = -288968.644073
  nChanged 9
		SP:Iteration 44Q (114643.000000 sec): 3 clusters
  Score: Raw -291542.677070 + Penalty 2569.268536 = -288973.408534
  nChanged 4
		SP:Iteration 45Q (114643.120000 sec): 3 clusters
  Score: Raw -291544.433443 + Penalty 2569.268536 = -288975.164907
  nChanged 3
		SP:Iteration 46Q (114643.260000 sec): 3 clusters
  Score: Raw -291547.415267 + Penalty 2569.268536 = -288978.146731
  nChanged 6
		SP:Iteration 47Q (114643.370000 sec): 3 clusters
  Score: Raw -291551.683182 + Penalty 2569.268536 = -288982.414646
  nChanged 1
		SP:Iteration 48Q (114643.590000 sec): 3 clusters
  Score: Raw -291552.154684 + Penalty 2569.268536 = -288982.886148
  nChanged 0
		SP:Iteration 49F (114643.750000 sec): 3 clusters
  Score: Raw -291552.154684 + Penalty 2569.268536 = -288982.886148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (9503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114643.880000 sec): 2 clusters
  Score: Raw -1040324.029887 + Penalty 1488.396458 = -1038835.633429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114644.100000 sec): 3 clusters
  Score: Raw -1034975.549620 + Penalty 2976.792916 = -1031998.756704
  nChanged 4119
		SP:Iteration 1F (114644.340000 sec): 3 clusters
  Score: Raw -1037152.634648 + Penalty 2976.792916 = -1034175.841733
  nChanged 567
		SP:Iteration 2F (114644.490000 sec): 3 clusters
  Score: Raw -1037366.409615 + Penalty 2976.792916 = -1034389.616699
  nChanged 436
		SP:Iteration 3Q (114644.630000 sec): 3 clusters
  Score: Raw -1037522.595529 + Penalty 2976.792916 = -1034545.802613
  nChanged 363
		SP:Iteration 4Q (114644.760000 sec): 3 clusters
  Score: Raw -1037670.090736 + Penalty 2976.792916 = -1034693.297820
  nChanged 381
		SP:Iteration 5Q (114644.970000 sec): 3 clusters
  Score: Raw -1037836.458970 + Penalty 2976.792916 = -1034859.666054
  nChanged 376
		SP:Iteration 6Q (114645.120000 sec): 3 clusters
  Score: Raw -1038010.728736 + Penalty 2976.792916 = -1035033.935820
  nChanged 374
		SP:Iteration 7Q (114645.290000 sec): 3 clusters
  Score: Raw -1038207.526589 + Penalty 2976.792916 = -1035230.733673
  nChanged 428
		SP:Iteration 8Q (114645.530000 sec): 3 clusters
  Score: Raw -1038479.186651 + Penalty 2976.792916 = -1035502.393736
  nChanged 458
		SP:Iteration 9Q (114645.740000 sec): 3 clusters
  Score: Raw -1038842.512054 + Penalty 2976.792916 = -1035865.719139
  nChanged 473
		SP:Iteration 10Q (114645.940000 sec): 3 clusters
  Score: Raw -1039285.478019 + Penalty 2976.792916 = -1036308.685103
  nChanged 424
		SP:Iteration 11Q (114646.160000 sec): 3 clusters
  Score: Raw -1039738.586319 + Penalty 2976.792916 = -1036761.793403
  nChanged 358
		SP:Iteration 12Q (114646.370000 sec): 3 clusters
  Score: Raw -1040133.272862 + Penalty 2976.792916 = -1037156.479947
  nChanged 294
		SP:Iteration 13Q (114646.590000 sec): 3 clusters
  Score: Raw -1040401.157571 + Penalty 2976.792916 = -1037424.364655
  nChanged 254
		SP:Iteration 14Q (114646.780000 sec): 3 clusters
  Score: Raw -1040576.322870 + Penalty 2976.792916 = -1037599.529955
  nChanged 175
		SP:Iteration 15Q (114647.000000 sec): 3 clusters
  Score: Raw -1040647.367750 + Penalty 2976.792916 = -1037670.574834
  nChanged 92
		SP:Iteration 16Q (114647.210000 sec): 3 clusters
  Score: Raw -1040672.847276 + Penalty 2976.792916 = -1037696.054361
  nChanged 54
		SP:Iteration 17Q (114647.390000 sec): 3 clusters
  Score: Raw -1040689.153851 + Penalty 2976.792916 = -1037712.360936
  nChanged 45
		SP:Iteration 18Q (114647.660000 sec): 3 clusters
  Score: Raw -1040701.053818 + Penalty 2976.792916 = -1037724.260903
  nChanged 33
		SP:Iteration 19Q (114647.850000 sec): 3 clusters
  Score: Raw -1040706.689771 + Penalty 2976.792916 = -1037729.896856
  nChanged 19
		SP:Iteration 20F (114648.060000 sec): 3 clusters
  Score: Raw -1040709.624490 + Penalty 2976.792916 = -1037732.831575
  nChanged 15
		SP:Iteration 21Q (114648.270000 sec): 3 clusters
  Score: Raw -1040711.914353 + Penalty 2976.792916 = -1037735.121438
  nChanged 11
		SP:Iteration 22Q (114648.490000 sec): 3 clusters
  Score: Raw -1040713.935995 + Penalty 2976.792916 = -1037737.143079
  nChanged 4
		SP:Iteration 23Q (114648.680000 sec): 3 clusters
  Score: Raw -1040714.408430 + Penalty 2976.792916 = -1037737.615514
  nChanged 3
		SP:Iteration 24Q (114648.910000 sec): 3 clusters
  Score: Raw -1040714.751835 + Penalty 2976.792916 = -1037737.958919
  nChanged 1
		SP:Iteration 25Q (114649.130000 sec): 3 clusters
  Score: Raw -1040714.897153 + Penalty 2976.792916 = -1037738.104237
  nChanged 0
		SP:Iteration 26F (114649.340000 sec): 3 clusters
  Score: Raw -1040714.897153 + Penalty 2976.792916 = -1037738.104237
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114649.470000 sec): 2 clusters
  Score: Raw -219815.145331 + Penalty 1262.798401 = -218552.346930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114649.680000 sec): 3 clusters
  Score: Raw -218786.782004 + Penalty 2525.596803 = -216261.185201
  nChanged 863
		SP:Iteration 1F (114649.860000 sec): 3 clusters
  Score: Raw -219483.055469 + Penalty 2525.596803 = -216957.458666
  nChanged 246
		SP:Iteration 2F (114650.010000 sec): 3 clusters
  Score: Raw -219774.947984 + Penalty 2525.596803 = -217249.351181
  nChanged 168
		SP:Iteration 3F (114650.200000 sec): 3 clusters
  Score: Raw -220011.043116 + Penalty 2525.596803 = -217485.446313
  nChanged 152
		SP:Iteration 4F (114650.360000 sec): 3 clusters
  Score: Raw -220187.949187 + Penalty 2525.596803 = -217662.352384
  nChanged 130
		SP:Iteration 5F (114650.550000 sec): 3 clusters
  Score: Raw -220322.975702 + Penalty 2525.596803 = -217797.378899
  nChanged 93
		SP:Iteration 6Q (114650.760000 sec): 3 clusters
  Score: Raw -220432.676812 + Penalty 2525.596803 = -217907.080009
  nChanged 92
		SP:Iteration 7Q (114650.940000 sec): 3 clusters
  Score: Raw -220510.636482 + Penalty 2525.596803 = -217985.039679
  nChanged 70
		SP:Iteration 8Q (114651.100000 sec): 3 clusters
  Score: Raw -220587.260287 + Penalty 2525.596803 = -218061.663484
  nChanged 72
		SP:Iteration 9Q (114651.320000 sec): 3 clusters
  Score: Raw -220661.997504 + Penalty 2525.596803 = -218136.400701
  nChanged 69
		SP:Iteration 10Q (114651.480000 sec): 3 clusters
  Score: Raw -220732.111463 + Penalty 2525.596803 = -218206.514660
  nChanged 66
		SP:Iteration 11Q (114651.630000 sec): 3 clusters
  Score: Raw -220799.123071 + Penalty 2525.596803 = -218273.526269
  nChanged 47
		SP:Iteration 12Q (114651.820000 sec): 3 clusters
  Score: Raw -220832.347645 + Penalty 2525.596803 = -218306.750842
  nChanged 28
		SP:Iteration 13Q (114651.990000 sec): 3 clusters
  Score: Raw -220846.471404 + Penalty 2525.596803 = -218320.874601
  nChanged 18
		SP:Iteration 14Q (114652.150000 sec): 3 clusters
  Score: Raw -220853.506427 + Penalty 2525.596803 = -218327.909624
  nChanged 12
		SP:Iteration 15Q (114652.320000 sec): 3 clusters
  Score: Raw -220857.043097 + Penalty 2525.596803 = -218331.446294
  nChanged 5
		SP:Iteration 16Q (114652.490000 sec): 3 clusters
  Score: Raw -220862.499798 + Penalty 2525.596803 = -218336.902995
  nChanged 5
		SP:Iteration 17Q (114652.670000 sec): 3 clusters
  Score: Raw -220867.072622 + Penalty 2525.596803 = -218341.475819
  nChanged 6
		SP:Iteration 18Q (114652.850000 sec): 3 clusters
  Score: Raw -220869.781650 + Penalty 2525.596803 = -218344.184847
  nChanged 7
		SP:Iteration 19Q (114653.040000 sec): 3 clusters
  Score: Raw -220872.398938 + Penalty 2525.596803 = -218346.802135
  nChanged 7
		SP:Iteration 20F (114653.210000 sec): 3 clusters
  Score: Raw -220876.421273 + Penalty 2525.596803 = -218350.824470
  nChanged 9
		SP:Iteration 21Q (114653.390000 sec): 3 clusters
  Score: Raw -220881.514548 + Penalty 2525.596803 = -218355.917745
  nChanged 9
		SP:Iteration 22Q (114653.560000 sec): 3 clusters
  Score: Raw -220885.367137 + Penalty 2525.596803 = -218359.770334
  nChanged 10
		SP:Iteration 23Q (114653.720000 sec): 3 clusters
  Score: Raw -220892.976167 + Penalty 2525.596803 = -218367.379364
  nChanged 8
		SP:Iteration 24Q (114653.910000 sec): 3 clusters
  Score: Raw -220897.126970 + Penalty 2525.596803 = -218371.530167
  nChanged 3
		SP:Iteration 25Q (114654.060000 sec): 3 clusters
  Score: Raw -220898.393141 + Penalty 2525.596803 = -218372.796338
  nChanged 3
		SP:Iteration 26Q (114654.230000 sec): 3 clusters
  Score: Raw -220899.559733 + Penalty 2525.596803 = -218373.962930
  nChanged 2
		SP:Iteration 27Q (114654.400000 sec): 3 clusters
  Score: Raw -220900.494979 + Penalty 2525.596803 = -218374.898176
  nChanged 2
		SP:Iteration 28Q (114654.550000 sec): 3 clusters
  Score: Raw -220901.401280 + Penalty 2525.596803 = -218375.804477
  nChanged 0
		SP:Iteration 29F (114654.730000 sec): 3 clusters
  Score: Raw -220901.401280 + Penalty 2525.596803 = -218375.804477
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114654.820000 sec): 2 clusters
  Score: Raw -36304.829527 + Penalty 950.982903 = -35353.846624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114655.000000 sec): 3 clusters
  Score: Raw -36321.380980 + Penalty 1901.965806 = -34419.415175
  nChanged 55
		SP:Iteration 1F (114655.160000 sec): 3 clusters
  Score: Raw -36435.679450 + Penalty 1901.965806 = -34533.713644
  nChanged 19
		SP:Iteration 2F (114655.360000 sec): 3 clusters
  Score: Raw -36486.690829 + Penalty 1901.965806 = -34584.725024
  nChanged 8
		SP:Iteration 3Q (114655.510000 sec): 3 clusters
  Score: Raw -36508.527382 + Penalty 1901.965806 = -34606.561576
  nChanged 6
		SP:Iteration 4Q (114655.670000 sec): 3 clusters
  Score: Raw -36522.755630 + Penalty 1901.965806 = -34620.789824
  nChanged 1
		SP:Iteration 5Q (114655.860000 sec): 3 clusters
  Score: Raw -36529.452953 + Penalty 1901.965806 = -34627.487147
  nChanged 3
		SP:Iteration 6Q (114656.010000 sec): 3 clusters
  Score: Raw -36535.456344 + Penalty 1901.965806 = -34633.490538
  nChanged 1
		SP:Iteration 7Q (114656.200000 sec): 3 clusters
  Score: Raw -36537.639971 + Penalty 1901.965806 = -34635.674165
  nChanged 0
		SP:Iteration 8F (114656.350000 sec): 3 clusters
  Score: Raw -36537.639971 + Penalty 1901.965806 = -34635.674165
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (7298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114656.480000 sec): 2 clusters
  Score: Raw -793127.017291 + Penalty 1445.495288 = -791681.522003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114656.710000 sec): 3 clusters
  Score: Raw -789097.941569 + Penalty 2890.990576 = -786206.950994
  nChanged 3078
		SP:Iteration 1F (114656.840000 sec): 3 clusters
  Score: Raw -790800.895107 + Penalty 2890.990576 = -787909.904531
  nChanged 503
		SP:Iteration 2F (114657.000000 sec): 3 clusters
  Score: Raw -791051.081010 + Penalty 2890.990576 = -788160.090434
  nChanged 397
		SP:Iteration 3F (114657.170000 sec): 3 clusters
  Score: Raw -791243.514595 + Penalty 2890.990576 = -788352.524020
  nChanged 334
		SP:Iteration 4Q (114657.350000 sec): 3 clusters
  Score: Raw -791409.578544 + Penalty 2890.990576 = -788518.587968
  nChanged 290
		SP:Iteration 5Q (114657.520000 sec): 3 clusters
  Score: Raw -791539.731332 + Penalty 2890.990576 = -788648.740756
  nChanged 235
		SP:Iteration 6Q (114657.730000 sec): 3 clusters
  Score: Raw -791642.512879 + Penalty 2890.990576 = -788751.522304
  nChanged 195
		SP:Iteration 7Q (114657.930000 sec): 3 clusters
  Score: Raw -791727.579703 + Penalty 2890.990576 = -788836.589127
  nChanged 212
		SP:Iteration 8Q (114658.080000 sec): 3 clusters
  Score: Raw -791817.093082 + Penalty 2890.990576 = -788926.102506
  nChanged 204
		SP:Iteration 9Q (114658.250000 sec): 3 clusters
  Score: Raw -791901.278060 + Penalty 2890.990576 = -789010.287485
  nChanged 192
		SP:Iteration 10Q (114658.410000 sec): 3 clusters
  Score: Raw -791975.060458 + Penalty 2890.990576 = -789084.069883
  nChanged 187
		SP:Iteration 11Q (114658.630000 sec): 3 clusters
  Score: Raw -792059.320419 + Penalty 2890.990576 = -789168.329843
  nChanged 185
		SP:Iteration 12Q (114658.850000 sec): 3 clusters
  Score: Raw -792144.090269 + Penalty 2890.990576 = -789253.099693
  nChanged 191
		SP:Iteration 13Q (114659.040000 sec): 3 clusters
  Score: Raw -792229.515061 + Penalty 2890.990576 = -789338.524485
  nChanged 188
		SP:Iteration 14Q (114659.300000 sec): 3 clusters
  Score: Raw -792320.506113 + Penalty 2890.990576 = -789429.515537
  nChanged 185
		SP:Iteration 15Q (114659.480000 sec): 3 clusters
  Score: Raw -792409.136951 + Penalty 2890.990576 = -789518.146375
  nChanged 187
		SP:Iteration 16Q (114659.690000 sec): 3 clusters
  Score: Raw -792504.442991 + Penalty 2890.990576 = -789613.452415
  nChanged 196
		SP:Iteration 17Q (114659.940000 sec): 3 clusters
  Score: Raw -792612.405593 + Penalty 2890.990576 = -789721.415018
  nChanged 188
		SP:Iteration 18Q (114660.130000 sec): 3 clusters
  Score: Raw -792717.860900 + Penalty 2890.990576 = -789826.870324
  nChanged 170
		SP:Iteration 19Q (114660.300000 sec): 3 clusters
  Score: Raw -792811.133277 + Penalty 2890.990576 = -789920.142702
  nChanged 142
		SP:Iteration 20F (114660.500000 sec): 3 clusters
  Score: Raw -792887.892019 + Penalty 2890.990576 = -789996.901443
  nChanged 125
		SP:Iteration 21Q (114660.750000 sec): 3 clusters
  Score: Raw -792964.222424 + Penalty 2890.990576 = -790073.231848
  nChanged 115
		SP:Iteration 22Q (114660.890000 sec): 3 clusters
  Score: Raw -793041.155347 + Penalty 2890.990576 = -790150.164771
  nChanged 82
		SP:Iteration 23Q (114661.130000 sec): 3 clusters
  Score: Raw -793096.058506 + Penalty 2890.990576 = -790205.067931
  nChanged 76
		SP:Iteration 24Q (114661.300000 sec): 3 clusters
  Score: Raw -793143.408207 + Penalty 2890.990576 = -790252.417631
  nChanged 52
		SP:Iteration 25Q (114661.510000 sec): 3 clusters
  Score: Raw -793173.332147 + Penalty 2890.990576 = -790282.341571
  nChanged 34
		SP:Iteration 26Q (114661.710000 sec): 3 clusters
  Score: Raw -793193.422258 + Penalty 2890.990576 = -790302.431683
  nChanged 27
		SP:Iteration 27Q (114661.900000 sec): 3 clusters
  Score: Raw -793208.648533 + Penalty 2890.990576 = -790317.657958
  nChanged 26
		SP:Iteration 28Q (114662.110000 sec): 3 clusters
  Score: Raw -793224.520929 + Penalty 2890.990576 = -790333.530353
  nChanged 28
		SP:Iteration 29Q (114662.280000 sec): 3 clusters
  Score: Raw -793247.749547 + Penalty 2890.990576 = -790356.758971
  nChanged 33
		SP:Iteration 30Q (114662.450000 sec): 3 clusters
  Score: Raw -793273.123119 + Penalty 2890.990576 = -790382.132543
  nChanged 24
		SP:Iteration 31Q (114662.690000 sec): 3 clusters
  Score: Raw -793289.127343 + Penalty 2890.990576 = -790398.136768
  nChanged 19
		SP:Iteration 32Q (114662.810000 sec): 3 clusters
  Score: Raw -793306.823982 + Penalty 2890.990576 = -790415.833406
  nChanged 21
		SP:Iteration 33Q (114662.990000 sec): 3 clusters
  Score: Raw -793325.388725 + Penalty 2890.990576 = -790434.398149
  nChanged 17
		SP:Iteration 34Q (114663.210000 sec): 3 clusters
  Score: Raw -793341.477442 + Penalty 2890.990576 = -790450.486867
  nChanged 8
		SP:Iteration 35Q (114663.410000 sec): 3 clusters
  Score: Raw -793348.466403 + Penalty 2890.990576 = -790457.475827
  nChanged 8
		SP:Iteration 36Q (114663.630000 sec): 3 clusters
  Score: Raw -793352.564646 + Penalty 2890.990576 = -790461.574070
  nChanged 2
		SP:Iteration 37Q (114663.820000 sec): 3 clusters
  Score: Raw -793353.823987 + Penalty 2890.990576 = -790462.833411
  nChanged 1
		SP:Iteration 38Q (114664.030000 sec): 3 clusters
  Score: Raw -793354.257221 + Penalty 2890.990576 = -790463.266646
  nChanged 1
		SP:Iteration 39Q (114664.220000 sec): 3 clusters
  Score: Raw -793355.119701 + Penalty 2890.990576 = -790464.129126
  nChanged 1
		SP:Iteration 40F (114664.450000 sec): 3 clusters
  Score: Raw -793355.468347 + Penalty 2890.990576 = -790464.477772
  nChanged 1
		SP:Iteration 41Q (114664.650000 sec): 3 clusters
  Score: Raw -793355.941930 + Penalty 2890.990576 = -790464.951355
  nChanged 1
		SP:Iteration 42Q (114664.840000 sec): 3 clusters
  Score: Raw -793356.347324 + Penalty 2890.990576 = -790465.356748
  nChanged 2
		SP:Iteration 43Q (114665.020000 sec): 3 clusters
  Score: Raw -793358.556423 + Penalty 2890.990576 = -790467.565847
  nChanged 4
		SP:Iteration 44Q (114665.220000 sec): 3 clusters
  Score: Raw -793362.436017 + Penalty 2890.990576 = -790471.445441
  nChanged 3
		SP:Iteration 45Q (114665.420000 sec): 3 clusters
  Score: Raw -793364.937223 + Penalty 2890.990576 = -790473.946647
  nChanged 2
		SP:Iteration 46Q (114665.620000 sec): 3 clusters
  Score: Raw -793366.659222 + Penalty 2890.990576 = -790475.668647
  nChanged 0
		SP:Iteration 47F (114665.840000 sec): 3 clusters
  Score: Raw -793366.659222 + Penalty 2890.990576 = -790475.668647
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (7632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114665.950000 sec): 2 clusters
  Score: Raw -759357.115578 + Penalty 1452.767097 = -757904.348481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114666.160000 sec): 3 clusters
  Score: Raw -755243.403319 + Penalty 2905.534194 = -752337.869124
  nChanged 3240
		SP:Iteration 1F (114666.370000 sec): 3 clusters
  Score: Raw -757386.926143 + Penalty 2905.534194 = -754481.391949
  nChanged 645
		SP:Iteration 2F (114666.590000 sec): 3 clusters
  Score: Raw -757905.374683 + Penalty 2905.534194 = -754999.840488
  nChanged 607
		SP:Iteration 3F (114666.780000 sec): 3 clusters
  Score: Raw -758407.395991 + Penalty 2905.534194 = -755501.861796
  nChanged 540
		SP:Iteration 4F (114666.970000 sec): 3 clusters
  Score: Raw -758803.315453 + Penalty 2905.534194 = -755897.781258
  nChanged 412
		SP:Iteration 5F (114667.180000 sec): 3 clusters
  Score: Raw -759061.416896 + Penalty 2905.534194 = -756155.882702
  nChanged 317
		SP:Iteration 6Q (114667.380000 sec): 3 clusters
  Score: Raw -759255.206482 + Penalty 2905.534194 = -756349.672287
  nChanged 269
		SP:Iteration 7Q (114667.580000 sec): 3 clusters
  Score: Raw -759428.514767 + Penalty 2905.534194 = -756522.980572
  nChanged 222
		SP:Iteration 8Q (114667.800000 sec): 3 clusters
  Score: Raw -759558.567386 + Penalty 2905.534194 = -756653.033192
  nChanged 182
		SP:Iteration 9Q (114668.010000 sec): 3 clusters
  Score: Raw -759656.528696 + Penalty 2905.534194 = -756750.994502
  nChanged 143
		SP:Iteration 10Q (114668.230000 sec): 3 clusters
  Score: Raw -759721.695488 + Penalty 2905.534194 = -756816.161294
  nChanged 103
		SP:Iteration 11Q (114668.430000 sec): 3 clusters
  Score: Raw -759763.372551 + Penalty 2905.534194 = -756857.838356
  nChanged 93
		SP:Iteration 12Q (114668.680000 sec): 3 clusters
  Score: Raw -759798.443474 + Penalty 2905.534194 = -756892.909280
  nChanged 78
		SP:Iteration 13Q (114668.890000 sec): 3 clusters
  Score: Raw -759826.713437 + Penalty 2905.534194 = -756921.179243
  nChanged 67
		SP:Iteration 14Q (114669.070000 sec): 3 clusters
  Score: Raw -759851.785276 + Penalty 2905.534194 = -756946.251082
  nChanged 62
		SP:Iteration 15Q (114669.270000 sec): 3 clusters
  Score: Raw -759875.768076 + Penalty 2905.534194 = -756970.233882
  nChanged 57
		SP:Iteration 16Q (114669.470000 sec): 3 clusters
  Score: Raw -759897.297264 + Penalty 2905.534194 = -756991.763069
  nChanged 53
		SP:Iteration 17Q (114669.670000 sec): 3 clusters
  Score: Raw -759921.281478 + Penalty 2905.534194 = -757015.747283
  nChanged 67
		SP:Iteration 18Q (114669.840000 sec): 3 clusters
  Score: Raw -759948.406535 + Penalty 2905.534194 = -757042.872341
  nChanged 69
		SP:Iteration 19Q (114670.030000 sec): 3 clusters
  Score: Raw -759978.694063 + Penalty 2905.534194 = -757073.159868
  nChanged 54
		SP:Iteration 20F (114670.210000 sec): 3 clusters
  Score: Raw -759996.164497 + Penalty 2905.534194 = -757090.630302
  nChanged 46
		SP:Iteration 21Q (114670.380000 sec): 3 clusters
  Score: Raw -760011.690579 + Penalty 2905.534194 = -757106.156384
  nChanged 47
		SP:Iteration 22Q (114670.590000 sec): 3 clusters
  Score: Raw -760028.109902 + Penalty 2905.534194 = -757122.575708
  nChanged 40
		SP:Iteration 23Q (114670.750000 sec): 3 clusters
  Score: Raw -760038.530195 + Penalty 2905.534194 = -757132.996000
  nChanged 35
		SP:Iteration 24Q (114670.910000 sec): 3 clusters
  Score: Raw -760047.596680 + Penalty 2905.534194 = -757142.062486
  nChanged 30
		SP:Iteration 25Q (114671.120000 sec): 3 clusters
  Score: Raw -760055.379529 + Penalty 2905.534194 = -757149.845334
  nChanged 24
		SP:Iteration 26Q (114671.320000 sec): 3 clusters
  Score: Raw -760066.475866 + Penalty 2905.534194 = -757160.941672
  nChanged 22
		SP:Iteration 27Q (114671.540000 sec): 3 clusters
  Score: Raw -760072.989040 + Penalty 2905.534194 = -757167.454846
  nChanged 17
		SP:Iteration 28Q (114671.730000 sec): 3 clusters
  Score: Raw -760079.945507 + Penalty 2905.534194 = -757174.411313
  nChanged 30
		SP:Iteration 29Q (114671.940000 sec): 3 clusters
  Score: Raw -760086.419352 + Penalty 2905.534194 = -757180.885158
  nChanged 19
		SP:Iteration 30Q (114672.110000 sec): 3 clusters
  Score: Raw -760091.071716 + Penalty 2905.534194 = -757185.537522
  nChanged 10
		SP:Iteration 31Q (114672.300000 sec): 3 clusters
  Score: Raw -760094.012463 + Penalty 2905.534194 = -757188.478269
  nChanged 13
		SP:Iteration 32Q (114672.530000 sec): 3 clusters
  Score: Raw -760097.524513 + Penalty 2905.534194 = -757191.990319
  nChanged 15
		SP:Iteration 33Q (114672.710000 sec): 3 clusters
  Score: Raw -760100.809378 + Penalty 2905.534194 = -757195.275184
  nChanged 10
		SP:Iteration 34Q (114672.900000 sec): 3 clusters
  Score: Raw -760103.204099 + Penalty 2905.534194 = -757197.669904
  nChanged 10
		SP:Iteration 35Q (114673.100000 sec): 3 clusters
  Score: Raw -760105.818871 + Penalty 2905.534194 = -757200.284677
  nChanged 15
		SP:Iteration 36Q (114673.290000 sec): 3 clusters
  Score: Raw -760111.129631 + Penalty 2905.534194 = -757205.595437
  nChanged 12
		SP:Iteration 37Q (114673.470000 sec): 3 clusters
  Score: Raw -760116.022623 + Penalty 2905.534194 = -757210.488429
  nChanged 15
		SP:Iteration 38Q (114673.690000 sec): 3 clusters
  Score: Raw -760120.644135 + Penalty 2905.534194 = -757215.109941
  nChanged 14
		SP:Iteration 39Q (114673.910000 sec): 3 clusters
  Score: Raw -760126.408857 + Penalty 2905.534194 = -757220.874663
  nChanged 16
		SP:Iteration 40F (114674.110000 sec): 3 clusters
  Score: Raw -760132.122956 + Penalty 2905.534194 = -757226.588762
  nChanged 12
		SP:Iteration 41Q (114674.290000 sec): 3 clusters
  Score: Raw -760136.948697 + Penalty 2905.534194 = -757231.414502
  nChanged 14
		SP:Iteration 42Q (114674.490000 sec): 3 clusters
  Score: Raw -760141.048443 + Penalty 2905.534194 = -757235.514249
  nChanged 14
		SP:Iteration 43Q (114674.670000 sec): 3 clusters
  Score: Raw -760144.996824 + Penalty 2905.534194 = -757239.462630
  nChanged 12
		SP:Iteration 44Q (114674.900000 sec): 3 clusters
  Score: Raw -760148.106703 + Penalty 2905.534194 = -757242.572508
  nChanged 10
		SP:Iteration 45Q (114675.090000 sec): 3 clusters
  Score: Raw -760151.142758 + Penalty 2905.534194 = -757245.608563
  nChanged 9
		SP:Iteration 46Q (114675.270000 sec): 3 clusters
  Score: Raw -760154.061505 + Penalty 2905.534194 = -757248.527311
  nChanged 11
		SP:Iteration 47Q (114675.460000 sec): 3 clusters
  Score: Raw -760156.393175 + Penalty 2905.534194 = -757250.858981
  nChanged 7
		SP:Iteration 48Q (114675.620000 sec): 3 clusters
  Score: Raw -760158.205837 + Penalty 2905.534194 = -757252.671643
  nChanged 8
		SP:Iteration 49Q (114675.830000 sec): 3 clusters
  Score: Raw -760159.695129 + Penalty 2905.534194 = -757254.160934
  nChanged 8
		SP:Iteration 50Q (114676.010000 sec): 3 clusters
  Score: Raw -760161.960580 + Penalty 2905.534194 = -757256.426386
  nChanged 10
		SP:Iteration 51Q (114676.150000 sec): 3 clusters
  Score: Raw -760166.019859 + Penalty 2905.534194 = -757260.485664
  nChanged 14
		SP:Iteration 52Q (114676.330000 sec): 3 clusters
  Score: Raw -760170.253223 + Penalty 2905.534194 = -757264.719028
  nChanged 11
		SP:Iteration 53Q (114676.530000 sec): 3 clusters
  Score: Raw -760174.145666 + Penalty 2905.534194 = -757268.611472
  nChanged 16
		SP:Iteration 54Q (114676.730000 sec): 3 clusters
  Score: Raw -760179.023991 + Penalty 2905.534194 = -757273.489796
  nChanged 12
		SP:Iteration 55Q (114676.950000 sec): 3 clusters
  Score: Raw -760182.232091 + Penalty 2905.534194 = -757276.697897
  nChanged 13
		SP:Iteration 56Q (114677.140000 sec): 3 clusters
  Score: Raw -760186.125113 + Penalty 2905.534194 = -757280.590918
  nChanged 11
		SP:Iteration 57Q (114677.310000 sec): 3 clusters
  Score: Raw -760189.686300 + Penalty 2905.534194 = -757284.152105
  nChanged 14
		SP:Iteration 58Q (114677.520000 sec): 3 clusters
  Score: Raw -760193.758702 + Penalty 2905.534194 = -757288.224508
  nChanged 16
		SP:Iteration 59Q (114677.720000 sec): 3 clusters
  Score: Raw -760198.775686 + Penalty 2905.534194 = -757293.241491
  nChanged 16
		SP:Iteration 60F (114677.900000 sec): 3 clusters
  Score: Raw -760203.353560 + Penalty 2905.534194 = -757297.819366
  nChanged 17
		SP:Iteration 61Q (114678.070000 sec): 3 clusters
  Score: Raw -760210.146118 + Penalty 2905.534194 = -757304.611924
  nChanged 12
		SP:Iteration 62Q (114678.280000 sec): 3 clusters
  Score: Raw -760215.926249 + Penalty 2905.534194 = -757310.392054
  nChanged 18
		SP:Iteration 63Q (114678.490000 sec): 3 clusters
  Score: Raw -760223.327558 + Penalty 2905.534194 = -757317.793364
  nChanged 16
		SP:Iteration 64Q (114678.650000 sec): 3 clusters
  Score: Raw -760227.887760 + Penalty 2905.534194 = -757322.353566
  nChanged 13
		SP:Iteration 65Q (114678.870000 sec): 3 clusters
  Score: Raw -760231.627317 + Penalty 2905.534194 = -757326.093122
  nChanged 18
		SP:Iteration 66Q (114679.060000 sec): 3 clusters
  Score: Raw -760236.737634 + Penalty 2905.534194 = -757331.203440
  nChanged 14
		SP:Iteration 67Q (114679.240000 sec): 3 clusters
  Score: Raw -760239.434690 + Penalty 2905.534194 = -757333.900495
  nChanged 7
		SP:Iteration 68Q (114679.450000 sec): 3 clusters
  Score: Raw -760240.979709 + Penalty 2905.534194 = -757335.445515
  nChanged 7
		SP:Iteration 69Q (114679.620000 sec): 3 clusters
  Score: Raw -760243.316157 + Penalty 2905.534194 = -757337.781963
  nChanged 11
		SP:Iteration 70Q (114679.810000 sec): 3 clusters
  Score: Raw -760246.130149 + Penalty 2905.534194 = -757340.595955
  nChanged 3
		SP:Iteration 71Q (114680.020000 sec): 3 clusters
  Score: Raw -760246.790196 + Penalty 2905.534194 = -757341.256002
  nChanged 3
		SP:Iteration 72Q (114680.220000 sec): 3 clusters
  Score: Raw -760247.993862 + Penalty 2905.534194 = -757342.459667
  nChanged 6
		SP:Iteration 73Q (114680.410000 sec): 3 clusters
  Score: Raw -760249.816062 + Penalty 2905.534194 = -757344.281868
  nChanged 2
		SP:Iteration 74Q (114680.640000 sec): 3 clusters
  Score: Raw -760250.303733 + Penalty 2905.534194 = -757344.769538
  nChanged 1
		SP:Iteration 75Q (114680.830000 sec): 3 clusters
  Score: Raw -760250.497152 + Penalty 2905.534194 = -757344.962958
  nChanged 1
		SP:Iteration 76Q (114680.990000 sec): 3 clusters
  Score: Raw -760250.692436 + Penalty 2905.534194 = -757345.158242
  nChanged 1
		SP:Iteration 77Q (114681.180000 sec): 3 clusters
  Score: Raw -760250.758370 + Penalty 2905.534194 = -757345.224176
  nChanged 0
		SP:Iteration 78F (114681.390000 sec): 3 clusters
  Score: Raw -760250.758370 + Penalty 2905.534194 = -757345.224176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (1634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114681.500000 sec): 2 clusters
  Score: Raw -175483.475399 + Penalty 1202.302770 = -174281.172629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114681.680000 sec): 3 clusters
  Score: Raw -174830.541009 + Penalty 2404.605540 = -172425.935469
  nChanged 543
		SP:Iteration 1F (114681.830000 sec): 3 clusters
  Score: Raw -175197.293356 + Penalty 2404.605540 = -172792.687817
  nChanged 131
		SP:Iteration 2F (114682.000000 sec): 3 clusters
  Score: Raw -175286.545417 + Penalty 2404.605540 = -172881.939877
  nChanged 65
		SP:Iteration 3Q (114682.190000 sec): 3 clusters
  Score: Raw -175340.010605 + Penalty 2404.605540 = -172935.405065
  nChanged 58
		SP:Iteration 4Q (114682.360000 sec): 3 clusters
  Score: Raw -175376.912164 + Penalty 2404.605540 = -172972.306624
  nChanged 35
		SP:Iteration 5Q (114682.520000 sec): 3 clusters
  Score: Raw -175397.014625 + Penalty 2404.605540 = -172992.409085
  nChanged 26
		SP:Iteration 6Q (114682.640000 sec): 3 clusters
  Score: Raw -175412.760424 + Penalty 2404.605540 = -173008.154885
  nChanged 21
		SP:Iteration 7Q (114682.840000 sec): 3 clusters
  Score: Raw -175426.565970 + Penalty 2404.605540 = -173021.960431
  nChanged 19
		SP:Iteration 8Q (114683.020000 sec): 3 clusters
  Score: Raw -175437.924538 + Penalty 2404.605540 = -173033.318999
  nChanged 20
		SP:Iteration 9Q (114683.170000 sec): 3 clusters
  Score: Raw -175453.199328 + Penalty 2404.605540 = -173048.593788
  nChanged 19
		SP:Iteration 10Q (114683.370000 sec): 3 clusters
  Score: Raw -175467.091165 + Penalty 2404.605540 = -173062.485625
  nChanged 16
		SP:Iteration 11Q (114683.510000 sec): 3 clusters
  Score: Raw -175478.220624 + Penalty 2404.605540 = -173073.615085
  nChanged 16
		SP:Iteration 12Q (114683.700000 sec): 3 clusters
  Score: Raw -175489.703141 + Penalty 2404.605540 = -173085.097602
  nChanged 19
		SP:Iteration 13Q (114683.850000 sec): 3 clusters
  Score: Raw -175499.483612 + Penalty 2404.605540 = -173094.878073
  nChanged 16
		SP:Iteration 14Q (114684.010000 sec): 3 clusters
  Score: Raw -175508.962612 + Penalty 2404.605540 = -173104.357072
  nChanged 7
		SP:Iteration 15Q (114684.180000 sec): 3 clusters
  Score: Raw -175513.076357 + Penalty 2404.605540 = -173108.470817
  nChanged 7
		SP:Iteration 16Q (114684.340000 sec): 3 clusters
  Score: Raw -175515.672968 + Penalty 2404.605540 = -173111.067429
  nChanged 3
		SP:Iteration 17Q (114684.490000 sec): 3 clusters
  Score: Raw -175516.253408 + Penalty 2404.605540 = -173111.647868
  nChanged 1
		SP:Iteration 18Q (114684.660000 sec): 3 clusters
  Score: Raw -175516.319880 + Penalty 2404.605540 = -173111.714341
  nChanged 0
		SP:Iteration 19F (114684.840000 sec): 3 clusters
  Score: Raw -175516.319880 + Penalty 2404.605540 = -173111.714341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (115731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114685.610000 sec): 2 clusters
  Score: Raw -13121744.097693 + Penalty 1894.591369 = -13119849.506323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114686.440000 sec): 3 clusters
  Score: Raw -13046131.647367 + Penalty 3789.182739 = -13042342.464629
  nChanged 55434
		SP:Iteration 1F (114687.290000 sec): 3 clusters
  Score: Raw -13079160.363009 + Penalty 3789.182739 = -13075371.180270
  nChanged 4657
		SP:Iteration 2Q (114688.180000 sec): 3 clusters
  Score: Raw -13080716.493816 + Penalty 3789.182739 = -13076927.311077
  nChanged 5900
		SP:Iteration 3F (114689.110000 sec): 3 clusters
  Score: Raw -13083438.217763 + Penalty 3789.182739 = -13079649.035024
  nChanged 7813
		SP:Iteration 4F (114689.910000 sec): 3 clusters
  Score: Raw -13088384.746862 + Penalty 3789.182739 = -13084595.564124
  nChanged 9715
		SP:Iteration 5F (114690.720000 sec): 3 clusters
  Score: Raw -13096080.489801 + Penalty 3789.182739 = -13092291.307062
  nChanged 9821
		SP:Iteration 6F (114691.500000 sec): 3 clusters
  Score: Raw -13104892.377021 + Penalty 3789.182739 = -13101103.194283
  nChanged 7949
		SP:Iteration 7F (114692.250000 sec): 3 clusters
  Score: Raw -13112406.259665 + Penalty 3789.182739 = -13108617.076926
  nChanged 5262
		SP:Iteration 8Q (114693.060000 sec): 3 clusters
  Score: Raw -13117550.444301 + Penalty 3789.182739 = -13113761.261563
  nChanged 2804
		SP:Iteration 9Q (114693.820000 sec): 3 clusters
  Score: Raw -13120248.509587 + Penalty 3789.182739 = -13116459.326849
  nChanged 1131
		SP:Iteration 10Q (114694.590000 sec): 3 clusters
  Score: Raw -13121328.773160 + Penalty 3789.182739 = -13117539.590422
  nChanged 371
		SP:Iteration 11Q (114695.310000 sec): 3 clusters
  Score: Raw -13121720.718856 + Penalty 3789.182739 = -13117931.536118
  nChanged 116
		SP:Iteration 12Q (114696.000000 sec): 3 clusters
  Score: Raw -13121859.083908 + Penalty 3789.182739 = -13118069.901170
  nChanged 47
		SP:Iteration 13Q (114696.670000 sec): 3 clusters
  Score: Raw -13121921.185545 + Penalty 3789.182739 = -13118132.002806
  nChanged 19
		SP:Iteration 14Q (114697.450000 sec): 3 clusters
  Score: Raw -13121950.892808 + Penalty 3789.182739 = -13118161.710069
  nChanged 16
		SP:Iteration 15Q (114698.200000 sec): 3 clusters
  Score: Raw -13121970.724958 + Penalty 3789.182739 = -13118181.542219
  nChanged 11
		SP:Iteration 16Q (114698.890000 sec): 3 clusters
  Score: Raw -13121986.256370 + Penalty 3789.182739 = -13118197.073631
  nChanged 8
		SP:Iteration 17Q (114699.600000 sec): 3 clusters
  Score: Raw -13122000.452047 + Penalty 3789.182739 = -13118211.269308
  nChanged 10
		SP:Iteration 18Q (114700.340000 sec): 3 clusters
  Score: Raw -13122012.073987 + Penalty 3789.182739 = -13118222.891248
  nChanged 4
		SP:Iteration 19Q (114701.070000 sec): 3 clusters
  Score: Raw -13122017.943739 + Penalty 3789.182739 = -13118228.761000
  nChanged 4
		SP:Iteration 20F (114701.840000 sec): 3 clusters
  Score: Raw -13122024.681717 + Penalty 3789.182739 = -13118235.498978
  nChanged 5
		SP:Iteration 21Q (114702.540000 sec): 3 clusters
  Score: Raw -13122031.737934 + Penalty 3789.182739 = -13118242.555195
  nChanged 6
		SP:Iteration 22Q (114703.040000 sec): 3 clusters
  Score: Raw -13122039.208770 + Penalty 3789.182739 = -13118250.026031
  nChanged 2
		SP:Iteration 23Q (114703.620000 sec): 3 clusters
  Score: Raw -13122040.656416 + Penalty 3789.182739 = -13118251.473677
  nChanged 0
		SP:Iteration 24F (114704.250000 sec): 3 clusters
  Score: Raw -13122040.656416 + Penalty 3789.182739 = -13118251.473677
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114704.390000 sec): 2 clusters
  Score: Raw -69381.134571 + Penalty 1053.753226 = -68327.381346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114704.570000 sec): 3 clusters
  Score: Raw -69261.545266 + Penalty 2107.506452 = -67154.038814
  nChanged 183
		SP:Iteration 1F (114704.720000 sec): 3 clusters
  Score: Raw -69483.881524 + Penalty 2107.506452 = -67376.375072
  nChanged 45
		SP:Iteration 2F (114704.880000 sec): 3 clusters
  Score: Raw -69544.325934 + Penalty 2107.506452 = -67436.819482
  nChanged 18
		SP:Iteration 3Q (114705.040000 sec): 3 clusters
  Score: Raw -69565.882910 + Penalty 2107.506452 = -67458.376458
  nChanged 17
		SP:Iteration 4Q (114705.160000 sec): 3 clusters
  Score: Raw -69591.278517 + Penalty 2107.506452 = -67483.772065
  nChanged 10
		SP:Iteration 5Q (114705.380000 sec): 3 clusters
  Score: Raw -69623.846391 + Penalty 2107.506452 = -67516.339939
  nChanged 16
		SP:Iteration 6Q (114705.540000 sec): 3 clusters
  Score: Raw -69707.902709 + Penalty 2107.506452 = -67600.396258
  nChanged 16
		SP:Iteration 7Q (114705.710000 sec): 3 clusters
  Score: Raw -69759.207666 + Penalty 2107.506452 = -67651.701214
  nChanged 18
		SP:Iteration 8Q (114705.900000 sec): 3 clusters
  Score: Raw -69792.050385 + Penalty 2107.506452 = -67684.543934
  nChanged 20
		SP:Iteration 9Q (114706.080000 sec): 3 clusters
  Score: Raw -69878.782055 + Penalty 2107.506452 = -67771.275604
  nChanged 29
		SP:Iteration 10Q (114706.240000 sec): 3 clusters
  Score: Raw -70021.989421 + Penalty 2107.506452 = -67914.482969
  nChanged 41
		SP:Iteration 11F (114706.410000 sec): 3 clusters
  Score: Raw -70125.487973 + Penalty 2107.506452 = -68017.981521
  nChanged 32
		SP:Iteration 12Q (114706.570000 sec): 3 clusters
  Score: Raw -70267.773824 + Penalty 2107.506452 = -68160.267373
  nChanged 26
		SP:Iteration 13Q (114706.760000 sec): 3 clusters
  Score: Raw -70319.080013 + Penalty 2107.506452 = -68211.573561
  nChanged 14
		SP:Iteration 14Q (114706.890000 sec): 3 clusters
  Score: Raw -70346.779891 + Penalty 2107.506452 = -68239.273439
  nChanged 8
		SP:Iteration 15Q (114707.060000 sec): 3 clusters
  Score: Raw -70363.870376 + Penalty 2107.506452 = -68256.363925
  nChanged 3
		SP:Iteration 16Q (114707.240000 sec): 3 clusters
  Score: Raw -70369.100449 + Penalty 2107.506452 = -68261.593998
  nChanged 3
		SP:Iteration 17Q (114707.410000 sec): 3 clusters
  Score: Raw -70374.489620 + Penalty 2107.506452 = -68266.983168
  nChanged 3
		SP:Iteration 18Q (114707.610000 sec): 3 clusters
  Score: Raw -70378.110806 + Penalty 2107.506452 = -68270.604354
  nChanged 2
		SP:Iteration 19Q (114707.770000 sec): 3 clusters
  Score: Raw -70379.289700 + Penalty 2107.506452 = -68271.783249
  nChanged 0
		SP:Iteration 20F (114707.920000 sec): 3 clusters
  Score: Raw -70379.289700 + Penalty 2107.506452 = -68271.783249
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (82 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114708.000000 sec): 2 clusters
  Score: Raw -6787.289914 + Penalty 716.091878 = -6071.198037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114708.190000 sec): 3 clusters
  Score: Raw -7015.356870 + Penalty 1432.183755 = -5583.173115
  nChanged 3
		SP:Iteration 1Q (114708.350000 sec): 3 clusters
  Score: Raw -7040.463705 + Penalty 1432.183755 = -5608.279950
  nChanged 1
		SP:Iteration 2Q (114708.560000 sec): 3 clusters
  Score: Raw -7042.695083 + Penalty 1432.183755 = -5610.511327
  nChanged 0
		SP:Iteration 3F (114708.710000 sec): 3 clusters
  Score: Raw -7042.695083 + Penalty 1432.183755 = -5610.511327
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (30444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114708.910000 sec): 2 clusters
  Score: Raw -3366100.792260 + Penalty 1677.592184 = -3364423.200076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114709.240000 sec): 3 clusters
  Score: Raw -3347265.303999 + Penalty 3355.184368 = -3343910.119631
  nChanged 13994
		SP:Iteration 1F (114709.540000 sec): 3 clusters
  Score: Raw -3355190.646908 + Penalty 3355.184368 = -3351835.462540
  nChanged 1539
		SP:Iteration 2F (114709.830000 sec): 3 clusters
  Score: Raw -3355809.606588 + Penalty 3355.184368 = -3352454.422220
  nChanged 1576
		SP:Iteration 3F (114710.150000 sec): 3 clusters
  Score: Raw -3356603.882093 + Penalty 3355.184368 = -3353248.697725
  nChanged 1726
		SP:Iteration 4F (114710.480000 sec): 3 clusters
  Score: Raw -3357690.805725 + Penalty 3355.184368 = -3354335.621357
  nChanged 1971
		SP:Iteration 5F (114710.830000 sec): 3 clusters
  Score: Raw -3359184.694919 + Penalty 3355.184368 = -3355829.510551
  nChanged 2076
		SP:Iteration 6F (114711.170000 sec): 3 clusters
  Score: Raw -3360842.033068 + Penalty 3355.184368 = -3357486.848700
  nChanged 1907
		SP:Iteration 7F (114711.480000 sec): 3 clusters
  Score: Raw -3362288.731264 + Penalty 3355.184368 = -3358933.546896
  nChanged 1610
		SP:Iteration 8F (114711.800000 sec): 3 clusters
  Score: Raw -3363326.515765 + Penalty 3355.184368 = -3359971.331397
  nChanged 1190
		SP:Iteration 9Q (114712.110000 sec): 3 clusters
  Score: Raw -3364009.779973 + Penalty 3355.184368 = -3360654.595605
  nChanged 869
		SP:Iteration 10Q (114712.450000 sec): 3 clusters
  Score: Raw -3364397.865732 + Penalty 3355.184368 = -3361042.681364
  nChanged 627
		SP:Iteration 11Q (114712.810000 sec): 3 clusters
  Score: Raw -3364644.535813 + Penalty 3355.184368 = -3361289.351445
  nChanged 488
		SP:Iteration 12Q (114713.160000 sec): 3 clusters
  Score: Raw -3364821.318848 + Penalty 3355.184368 = -3361466.134480
  nChanged 438
		SP:Iteration 13Q (114713.510000 sec): 3 clusters
  Score: Raw -3364974.004189 + Penalty 3355.184368 = -3361618.819821
  nChanged 419
		SP:Iteration 14Q (114713.790000 sec): 3 clusters
  Score: Raw -3365115.274469 + Penalty 3355.184368 = -3361760.090101
  nChanged 400
		SP:Iteration 15Q (114714.160000 sec): 3 clusters
  Score: Raw -3365250.179427 + Penalty 3355.184368 = -3361894.995059
  nChanged 361
		SP:Iteration 16Q (114714.510000 sec): 3 clusters
  Score: Raw -3365364.582418 + Penalty 3355.184368 = -3362009.398050
  nChanged 356
		SP:Iteration 17Q (114714.820000 sec): 3 clusters
  Score: Raw -3365482.910802 + Penalty 3355.184368 = -3362127.726434
  nChanged 348
		SP:Iteration 18Q (114715.140000 sec): 3 clusters
  Score: Raw -3365593.474162 + Penalty 3355.184368 = -3362238.289794
  nChanged 320
		SP:Iteration 19Q (114715.470000 sec): 3 clusters
  Score: Raw -3365702.412891 + Penalty 3355.184368 = -3362347.228523
  nChanged 331
		SP:Iteration 20F (114715.770000 sec): 3 clusters
  Score: Raw -3365837.356392 + Penalty 3355.184368 = -3362482.172024
  nChanged 356
		SP:Iteration 21Q (114716.100000 sec): 3 clusters
  Score: Raw -3366005.293987 + Penalty 3355.184368 = -3362650.109619
  nChanged 341
		SP:Iteration 22Q (114716.460000 sec): 3 clusters
  Score: Raw -3366188.841939 + Penalty 3355.184368 = -3362833.657571
  nChanged 332
		SP:Iteration 23Q (114716.740000 sec): 3 clusters
  Score: Raw -3366391.997874 + Penalty 3355.184368 = -3363036.813506
  nChanged 295
		SP:Iteration 24Q (114717.050000 sec): 3 clusters
  Score: Raw -3366592.693255 + Penalty 3355.184368 = -3363237.508887
  nChanged 275
		SP:Iteration 25Q (114717.340000 sec): 3 clusters
  Score: Raw -3366807.626330 + Penalty 3355.184368 = -3363452.441962
  nChanged 231
		SP:Iteration 26Q (114717.630000 sec): 3 clusters
  Score: Raw -3366991.345946 + Penalty 3355.184368 = -3363636.161578
  nChanged 211
		SP:Iteration 27Q (114717.960000 sec): 3 clusters
  Score: Raw -3367087.638359 + Penalty 3355.184368 = -3363732.453991
  nChanged 154
		SP:Iteration 28Q (114718.250000 sec): 3 clusters
  Score: Raw -3367143.447209 + Penalty 3355.184368 = -3363788.262841
  nChanged 118
		SP:Iteration 29Q (114718.580000 sec): 3 clusters
  Score: Raw -3367176.905636 + Penalty 3355.184368 = -3363821.721268
  nChanged 80
		SP:Iteration 30Q (114718.900000 sec): 3 clusters
  Score: Raw -3367194.102890 + Penalty 3355.184368 = -3363838.918522
  nChanged 58
		SP:Iteration 31Q (114719.200000 sec): 3 clusters
  Score: Raw -3367207.856545 + Penalty 3355.184368 = -3363852.672177
  nChanged 54
		SP:Iteration 32Q (114719.570000 sec): 3 clusters
  Score: Raw -3367220.833931 + Penalty 3355.184368 = -3363865.649563
  nChanged 44
		SP:Iteration 33Q (114719.900000 sec): 3 clusters
  Score: Raw -3367232.866207 + Penalty 3355.184368 = -3363877.681839
  nChanged 54
		SP:Iteration 34Q (114720.160000 sec): 3 clusters
  Score: Raw -3367248.520694 + Penalty 3355.184368 = -3363893.336326
  nChanged 50
		SP:Iteration 35Q (114720.440000 sec): 3 clusters
  Score: Raw -3367261.013684 + Penalty 3355.184368 = -3363905.829316
  nChanged 54
		SP:Iteration 36Q (114720.700000 sec): 3 clusters
  Score: Raw -3367273.349352 + Penalty 3355.184368 = -3363918.164984
  nChanged 41
		SP:Iteration 37Q (114721.010000 sec): 3 clusters
  Score: Raw -3367282.483330 + Penalty 3355.184368 = -3363927.298962
  nChanged 41
		SP:Iteration 38Q (114721.360000 sec): 3 clusters
  Score: Raw -3367289.876345 + Penalty 3355.184368 = -3363934.691977
  nChanged 37
		SP:Iteration 39Q (114721.660000 sec): 3 clusters
  Score: Raw -3367296.170712 + Penalty 3355.184368 = -3363940.986344
  nChanged 25
		SP:Iteration 40F (114721.940000 sec): 3 clusters
  Score: Raw -3367299.546654 + Penalty 3355.184368 = -3363944.362286
  nChanged 23
		SP:Iteration 41Q (114722.280000 sec): 3 clusters
  Score: Raw -3367302.373498 + Penalty 3355.184368 = -3363947.189130
  nChanged 25
		SP:Iteration 42Q (114722.610000 sec): 3 clusters
  Score: Raw -3367305.309469 + Penalty 3355.184368 = -3363950.125101
  nChanged 19
		SP:Iteration 43Q (114722.920000 sec): 3 clusters
  Score: Raw -3367307.498000 + Penalty 3355.184368 = -3363952.313632
  nChanged 16
		SP:Iteration 44Q (114723.260000 sec): 3 clusters
  Score: Raw -3367309.267312 + Penalty 3355.184368 = -3363954.082944
  nChanged 13
		SP:Iteration 45Q (114723.560000 sec): 3 clusters
  Score: Raw -3367310.229713 + Penalty 3355.184368 = -3363955.045345
  nChanged 5
		SP:Iteration 46Q (114723.880000 sec): 3 clusters
  Score: Raw -3367310.692516 + Penalty 3355.184368 = -3363955.508148
  nChanged 3
		SP:Iteration 47Q (114724.190000 sec): 3 clusters
  Score: Raw -3367310.957761 + Penalty 3355.184368 = -3363955.773393
  nChanged 4
		SP:Iteration 48Q (114724.500000 sec): 3 clusters
  Score: Raw -3367311.279580 + Penalty 3355.184368 = -3363956.095212
  nChanged 3
		SP:Iteration 49Q (114724.800000 sec): 3 clusters
  Score: Raw -3367311.521970 + Penalty 3355.184368 = -3363956.337602
  nChanged 2
		SP:Iteration 50Q (114725.120000 sec): 3 clusters
  Score: Raw -3367311.617488 + Penalty 3355.184368 = -3363956.433120
  nChanged 3
		SP:Iteration 51Q (114725.480000 sec): 3 clusters
  Score: Raw -3367312.268481 + Penalty 3355.184368 = -3363957.084113
  nChanged 7
		SP:Iteration 52Q (114725.850000 sec): 3 clusters
  Score: Raw -3367313.500101 + Penalty 3355.184368 = -3363958.315733
  nChanged 5
		SP:Iteration 53Q (114726.170000 sec): 3 clusters
  Score: Raw -3367314.112667 + Penalty 3355.184368 = -3363958.928298
  nChanged 4
		SP:Iteration 54Q (114726.540000 sec): 3 clusters
  Score: Raw -3367314.551193 + Penalty 3355.184368 = -3363959.366825
  nChanged 7
		SP:Iteration 55Q (114726.890000 sec): 3 clusters
  Score: Raw -3367315.039060 + Penalty 3355.184368 = -3363959.854692
  nChanged 2
		SP:Iteration 56Q (114727.210000 sec): 3 clusters
  Score: Raw -3367315.132809 + Penalty 3355.184368 = -3363959.948441
  nChanged 1
		SP:Iteration 57Q (114727.590000 sec): 3 clusters
  Score: Raw -3367315.167234 + Penalty 3355.184368 = -3363959.982866
  nChanged 2
		SP:Iteration 58Q (114727.900000 sec): 3 clusters
  Score: Raw -3367315.493757 + Penalty 3355.184368 = -3363960.309389
  nChanged 3
		SP:Iteration 59Q (114728.220000 sec): 3 clusters
  Score: Raw -3367315.702244 + Penalty 3355.184368 = -3363960.517876
  nChanged 3
		SP:Iteration 60F (114728.530000 sec): 3 clusters
  Score: Raw -3367315.951994 + Penalty 3355.184368 = -3363960.767626
  nChanged 2
		SP:Iteration 61Q (114728.800000 sec): 3 clusters
  Score: Raw -3367316.094192 + Penalty 3355.184368 = -3363960.909824
  nChanged 1
		SP:Iteration 62Q (114729.100000 sec): 3 clusters
  Score: Raw -3367316.156314 + Penalty 3355.184368 = -3363960.971946
  nChanged 0
		SP:Iteration 63F (114729.400000 sec): 3 clusters
  Score: Raw -3367316.156314 + Penalty 3355.184368 = -3363960.971946
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114729.520000 sec): 2 clusters
  Score: Raw -86078.905959 + Penalty 1087.463608 = -84991.442351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114729.690000 sec): 3 clusters
  Score: Raw -85852.607788 + Penalty 2174.927216 = -83677.680571
  nChanged 200
		SP:Iteration 1F (114729.860000 sec): 3 clusters
  Score: Raw -86026.840852 + Penalty 2174.927216 = -83851.913635
  nChanged 48
		SP:Iteration 2F (114730.060000 sec): 3 clusters
  Score: Raw -86077.348787 + Penalty 2174.927216 = -83902.421570
  nChanged 31
		SP:Iteration 3Q (114730.220000 sec): 3 clusters
  Score: Raw -86120.464423 + Penalty 2174.927216 = -83945.537206
  nChanged 21
		SP:Iteration 4Q (114730.370000 sec): 3 clusters
  Score: Raw -86145.963967 + Penalty 2174.927216 = -83971.036751
  nChanged 16
		SP:Iteration 5Q (114730.510000 sec): 3 clusters
  Score: Raw -86162.187766 + Penalty 2174.927216 = -83987.260550
  nChanged 12
		SP:Iteration 6Q (114730.690000 sec): 3 clusters
  Score: Raw -86173.096707 + Penalty 2174.927216 = -83998.169491
  nChanged 7
		SP:Iteration 7Q (114730.860000 sec): 3 clusters
  Score: Raw -86178.454306 + Penalty 2174.927216 = -84003.527090
  nChanged 4
		SP:Iteration 8Q (114730.970000 sec): 3 clusters
  Score: Raw -86182.201138 + Penalty 2174.927216 = -84007.273922
  nChanged 4
		SP:Iteration 9Q (114731.150000 sec): 3 clusters
  Score: Raw -86186.157603 + Penalty 2174.927216 = -84011.230387
  nChanged 5
		SP:Iteration 10Q (114731.350000 sec): 3 clusters
  Score: Raw -86194.177971 + Penalty 2174.927216 = -84019.250754
  nChanged 4
		SP:Iteration 11Q (114731.540000 sec): 3 clusters
  Score: Raw -86199.360888 + Penalty 2174.927216 = -84024.433671
  nChanged 5
		SP:Iteration 12Q (114731.710000 sec): 3 clusters
  Score: Raw -86203.540744 + Penalty 2174.927216 = -84028.613527
  nChanged 2
		SP:Iteration 13Q (114731.880000 sec): 3 clusters
  Score: Raw -86205.037899 + Penalty 2174.927216 = -84030.110682
  nChanged 0
		SP:Iteration 14F (114732.060000 sec): 3 clusters
  Score: Raw -86205.037899 + Penalty 2174.927216 = -84030.110682
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114732.170000 sec): 2 clusters
  Score: Raw -395066.120884 + Penalty 1331.741721 = -393734.379164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114732.340000 sec): 3 clusters
  Score: Raw -393312.566665 + Penalty 2663.483442 = -390649.083223
  nChanged 1406
		SP:Iteration 1F (114732.520000 sec): 3 clusters
  Score: Raw -394097.379276 + Penalty 2663.483442 = -391433.895834
  nChanged 228
		SP:Iteration 2F (114732.680000 sec): 3 clusters
  Score: Raw -394224.909526 + Penalty 2663.483442 = -391561.426084
  nChanged 175
		SP:Iteration 3Q (114732.810000 sec): 3 clusters
  Score: Raw -394307.175429 + Penalty 2663.483442 = -391643.691988
  nChanged 120
		SP:Iteration 4Q (114732.990000 sec): 3 clusters
  Score: Raw -394359.020409 + Penalty 2663.483442 = -391695.536967
  nChanged 94
		SP:Iteration 5Q (114733.200000 sec): 3 clusters
  Score: Raw -394409.619576 + Penalty 2663.483442 = -391746.136134
  nChanged 117
		SP:Iteration 6Q (114733.390000 sec): 3 clusters
  Score: Raw -394469.605745 + Penalty 2663.483442 = -391806.122303
  nChanged 102
		SP:Iteration 7Q (114733.520000 sec): 3 clusters
  Score: Raw -394518.834158 + Penalty 2663.483442 = -391855.350716
  nChanged 101
		SP:Iteration 8Q (114733.710000 sec): 3 clusters
  Score: Raw -394569.485925 + Penalty 2663.483442 = -391906.002484
  nChanged 107
		SP:Iteration 9Q (114733.870000 sec): 3 clusters
  Score: Raw -394629.545911 + Penalty 2663.483442 = -391966.062469
  nChanged 94
		SP:Iteration 10Q (114734.050000 sec): 3 clusters
  Score: Raw -394677.918721 + Penalty 2663.483442 = -392014.435279
  nChanged 94
		SP:Iteration 11Q (114734.240000 sec): 3 clusters
  Score: Raw -394726.895474 + Penalty 2663.483442 = -392063.412032
  nChanged 83
		SP:Iteration 12Q (114734.440000 sec): 3 clusters
  Score: Raw -394773.740158 + Penalty 2663.483442 = -392110.256716
  nChanged 91
		SP:Iteration 13Q (114734.620000 sec): 3 clusters
  Score: Raw -394831.106760 + Penalty 2663.483442 = -392167.623318
  nChanged 95
		SP:Iteration 14Q (114734.780000 sec): 3 clusters
  Score: Raw -394890.935362 + Penalty 2663.483442 = -392227.451920
  nChanged 88
		SP:Iteration 15Q (114734.950000 sec): 3 clusters
  Score: Raw -394955.983761 + Penalty 2663.483442 = -392292.500319
  nChanged 77
		SP:Iteration 16Q (114735.090000 sec): 3 clusters
  Score: Raw -395016.708799 + Penalty 2663.483442 = -392353.225357
  nChanged 66
		SP:Iteration 17Q (114735.290000 sec): 3 clusters
  Score: Raw -395068.135753 + Penalty 2663.483442 = -392404.652311
  nChanged 49
		SP:Iteration 18Q (114735.440000 sec): 3 clusters
  Score: Raw -395104.108205 + Penalty 2663.483442 = -392440.624764
  nChanged 42
		SP:Iteration 19Q (114735.600000 sec): 3 clusters
  Score: Raw -395126.578374 + Penalty 2663.483442 = -392463.094932
  nChanged 30
		SP:Iteration 20F (114735.780000 sec): 3 clusters
  Score: Raw -395142.838074 + Penalty 2663.483442 = -392479.354632
  nChanged 24
		SP:Iteration 21Q (114735.930000 sec): 3 clusters
  Score: Raw -395159.829832 + Penalty 2663.483442 = -392496.346391
  nChanged 29
		SP:Iteration 22Q (114736.070000 sec): 3 clusters
  Score: Raw -395177.079335 + Penalty 2663.483442 = -392513.595893
  nChanged 18
		SP:Iteration 23Q (114736.240000 sec): 3 clusters
  Score: Raw -395187.036941 + Penalty 2663.483442 = -392523.553499
  nChanged 14
		SP:Iteration 24Q (114736.420000 sec): 3 clusters
  Score: Raw -395194.970203 + Penalty 2663.483442 = -392531.486761
  nChanged 16
		SP:Iteration 25Q (114736.600000 sec): 3 clusters
  Score: Raw -395202.275130 + Penalty 2663.483442 = -392538.791688
  nChanged 12
		SP:Iteration 26Q (114736.760000 sec): 3 clusters
  Score: Raw -395209.824576 + Penalty 2663.483442 = -392546.341134
  nChanged 12
		SP:Iteration 27Q (114736.930000 sec): 3 clusters
  Score: Raw -395216.933923 + Penalty 2663.483442 = -392553.450481
  nChanged 14
		SP:Iteration 28Q (114737.140000 sec): 3 clusters
  Score: Raw -395222.827074 + Penalty 2663.483442 = -392559.343633
  nChanged 8
		SP:Iteration 29Q (114737.330000 sec): 3 clusters
  Score: Raw -395227.302316 + Penalty 2663.483442 = -392563.818874
  nChanged 12
		SP:Iteration 30Q (114737.490000 sec): 3 clusters
  Score: Raw -395236.351363 + Penalty 2663.483442 = -392572.867921
  nChanged 9
		SP:Iteration 31Q (114737.670000 sec): 3 clusters
  Score: Raw -395240.249854 + Penalty 2663.483442 = -392576.766412
  nChanged 5
		SP:Iteration 32Q (114737.850000 sec): 3 clusters
  Score: Raw -395243.419565 + Penalty 2663.483442 = -392579.936123
  nChanged 5
		SP:Iteration 33Q (114738.060000 sec): 3 clusters
  Score: Raw -395245.770222 + Penalty 2663.483442 = -392582.286780
  nChanged 3
		SP:Iteration 34Q (114738.260000 sec): 3 clusters
  Score: Raw -395247.059163 + Penalty 2663.483442 = -392583.575721
  nChanged 1
		SP:Iteration 35Q (114738.440000 sec): 3 clusters
  Score: Raw -395247.240904 + Penalty 2663.483442 = -392583.757462
  nChanged 2
		SP:Iteration 36Q (114738.620000 sec): 3 clusters
  Score: Raw -395247.904311 + Penalty 2663.483442 = -392584.420869
  nChanged 3
		SP:Iteration 37Q (114738.780000 sec): 3 clusters
  Score: Raw -395249.282464 + Penalty 2663.483442 = -392585.799022
  nChanged 5
		SP:Iteration 38Q (114738.950000 sec): 3 clusters
  Score: Raw -395251.700837 + Penalty 2663.483442 = -392588.217395
  nChanged 6
		SP:Iteration 39Q (114739.180000 sec): 3 clusters
  Score: Raw -395254.053926 + Penalty 2663.483442 = -392590.570485
  nChanged 5
		SP:Iteration 40F (114739.380000 sec): 3 clusters
  Score: Raw -395256.941310 + Penalty 2663.483442 = -392593.457868
  nChanged 3
		SP:Iteration 41Q (114739.530000 sec): 3 clusters
  Score: Raw -395258.422786 + Penalty 2663.483442 = -392594.939344
  nChanged 5
		SP:Iteration 42Q (114739.730000 sec): 3 clusters
  Score: Raw -395260.679805 + Penalty 2663.483442 = -392597.196364
  nChanged 3
		SP:Iteration 43Q (114739.830000 sec): 3 clusters
  Score: Raw -395262.361663 + Penalty 2663.483442 = -392598.878221
  nChanged 1
		SP:Iteration 44Q (114739.970000 sec): 3 clusters
  Score: Raw -395262.881128 + Penalty 2663.483442 = -392599.397686
  nChanged 2
		SP:Iteration 45Q (114740.100000 sec): 3 clusters
  Score: Raw -395263.857287 + Penalty 2663.483442 = -392600.373845
  nChanged 2
		SP:Iteration 46Q (114740.220000 sec): 3 clusters
  Score: Raw -395264.454814 + Penalty 2663.483442 = -392600.971372
  nChanged 1
		SP:Iteration 47Q (114740.340000 sec): 3 clusters
  Score: Raw -395264.875217 + Penalty 2663.483442 = -392601.391775
  nChanged 0
		SP:Iteration 48F (114740.480000 sec): 3 clusters
  Score: Raw -395264.875217 + Penalty 2663.483442 = -392601.391775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (7773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114740.580000 sec): 2 clusters
  Score: Raw -848498.399495 + Penalty 1455.741864 = -847042.657631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114740.780000 sec): 3 clusters
  Score: Raw -844174.880747 + Penalty 2911.483727 = -841263.397019
  nChanged 3306
		SP:Iteration 1F (114740.980000 sec): 3 clusters
  Score: Raw -846029.146959 + Penalty 2911.483727 = -843117.663231
  nChanged 507
		SP:Iteration 2F (114741.140000 sec): 3 clusters
  Score: Raw -846307.067918 + Penalty 2911.483727 = -843395.584191
  nChanged 484
		SP:Iteration 3F (114741.350000 sec): 3 clusters
  Score: Raw -846614.755623 + Penalty 2911.483727 = -843703.271896
  nChanged 508
		SP:Iteration 4F (114741.520000 sec): 3 clusters
  Score: Raw -846987.933385 + Penalty 2911.483727 = -844076.449658
  nChanged 505
		SP:Iteration 5F (114741.670000 sec): 3 clusters
  Score: Raw -847391.557640 + Penalty 2911.483727 = -844480.073913
  nChanged 436
		SP:Iteration 6F (114741.900000 sec): 3 clusters
  Score: Raw -847761.473919 + Penalty 2911.483727 = -844849.990191
  nChanged 386
		SP:Iteration 7Q (114742.090000 sec): 3 clusters
  Score: Raw -848059.670933 + Penalty 2911.483727 = -845148.187205
  nChanged 271
		SP:Iteration 8Q (114742.330000 sec): 3 clusters
  Score: Raw -848267.213026 + Penalty 2911.483727 = -845355.729298
  nChanged 225
		SP:Iteration 9Q (114742.530000 sec): 3 clusters
  Score: Raw -848429.975931 + Penalty 2911.483727 = -845518.492204
  nChanged 163
		SP:Iteration 10Q (114742.700000 sec): 3 clusters
  Score: Raw -848544.581498 + Penalty 2911.483727 = -845633.097771
  nChanged 117
		SP:Iteration 11Q (114742.920000 sec): 3 clusters
  Score: Raw -848627.166897 + Penalty 2911.483727 = -845715.683169
  nChanged 90
		SP:Iteration 12Q (114743.080000 sec): 3 clusters
  Score: Raw -848683.527042 + Penalty 2911.483727 = -845772.043315
  nChanged 62
		SP:Iteration 13Q (114743.320000 sec): 3 clusters
  Score: Raw -848719.220550 + Penalty 2911.483727 = -845807.736823
  nChanged 57
		SP:Iteration 14Q (114743.500000 sec): 3 clusters
  Score: Raw -848754.573484 + Penalty 2911.483727 = -845843.089757
  nChanged 47
		SP:Iteration 15Q (114743.720000 sec): 3 clusters
  Score: Raw -848782.866934 + Penalty 2911.483727 = -845871.383206
  nChanged 34
		SP:Iteration 16Q (114743.910000 sec): 3 clusters
  Score: Raw -848802.956619 + Penalty 2911.483727 = -845891.472891
  nChanged 24
		SP:Iteration 17Q (114744.110000 sec): 3 clusters
  Score: Raw -848817.284561 + Penalty 2911.483727 = -845905.800834
  nChanged 15
		SP:Iteration 18Q (114744.310000 sec): 3 clusters
  Score: Raw -848826.709531 + Penalty 2911.483727 = -845915.225803
  nChanged 14
		SP:Iteration 19Q (114744.530000 sec): 3 clusters
  Score: Raw -848833.120950 + Penalty 2911.483727 = -845921.637223
  nChanged 13
		SP:Iteration 20F (114744.700000 sec): 3 clusters
  Score: Raw -848841.220518 + Penalty 2911.483727 = -845929.736791
  nChanged 8
		SP:Iteration 21Q (114744.870000 sec): 3 clusters
  Score: Raw -848844.500846 + Penalty 2911.483727 = -845933.017118
  nChanged 5
		SP:Iteration 22Q (114745.110000 sec): 3 clusters
  Score: Raw -848846.702223 + Penalty 2911.483727 = -845935.218496
  nChanged 2
		SP:Iteration 23Q (114745.270000 sec): 3 clusters
  Score: Raw -848847.207676 + Penalty 2911.483727 = -845935.723949
  nChanged 2
		SP:Iteration 24Q (114745.470000 sec): 3 clusters
  Score: Raw -848848.886224 + Penalty 2911.483727 = -845937.402496
  nChanged 4
		SP:Iteration 25Q (114745.710000 sec): 3 clusters
  Score: Raw -848851.880891 + Penalty 2911.483727 = -845940.397164
  nChanged 4
		SP:Iteration 26Q (114745.910000 sec): 3 clusters
  Score: Raw -848853.813355 + Penalty 2911.483727 = -845942.329628
  nChanged 3
		SP:Iteration 27Q (114746.110000 sec): 3 clusters
  Score: Raw -848854.559862 + Penalty 2911.483727 = -845943.076135
  nChanged 3
		SP:Iteration 28Q (114746.310000 sec): 3 clusters
  Score: Raw -848855.235373 + Penalty 2911.483727 = -845943.751646
  nChanged 1
		SP:Iteration 29Q (114746.540000 sec): 3 clusters
  Score: Raw -848855.419716 + Penalty 2911.483727 = -845943.935989
  nChanged 1
		SP:Iteration 30Q (114746.660000 sec): 3 clusters
  Score: Raw -848855.631385 + Penalty 2911.483727 = -845944.147657
  nChanged 0
		SP:Iteration 31F (114746.870000 sec): 3 clusters
  Score: Raw -848855.631385 + Penalty 2911.483727 = -845944.147657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114747.000000 sec): 2 clusters
  Score: Raw -387258.585237 + Penalty 1334.894573 = -385923.690664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114747.160000 sec): 3 clusters
  Score: Raw -385485.112097 + Penalty 2669.789146 = -382815.322951
  nChanged 1450
		SP:Iteration 1F (114747.350000 sec): 3 clusters
  Score: Raw -386404.095414 + Penalty 2669.789146 = -383734.306268
  nChanged 315
		SP:Iteration 2F (114747.530000 sec): 3 clusters
  Score: Raw -386651.011551 + Penalty 2669.789146 = -383981.222405
  nChanged 236
		SP:Iteration 3F (114747.760000 sec): 3 clusters
  Score: Raw -386817.376955 + Penalty 2669.789146 = -384147.587809
  nChanged 179
		SP:Iteration 4Q (114747.980000 sec): 3 clusters
  Score: Raw -386963.834353 + Penalty 2669.789146 = -384294.045207
  nChanged 172
		SP:Iteration 5Q (114748.130000 sec): 3 clusters
  Score: Raw -387068.125527 + Penalty 2669.789146 = -384398.336381
  nChanged 124
		SP:Iteration 6Q (114748.320000 sec): 3 clusters
  Score: Raw -387149.533474 + Penalty 2669.789146 = -384479.744328
  nChanged 119
		SP:Iteration 7Q (114748.510000 sec): 3 clusters
  Score: Raw -387217.485677 + Penalty 2669.789146 = -384547.696531
  nChanged 83
		SP:Iteration 8Q (114748.660000 sec): 3 clusters
  Score: Raw -387268.287056 + Penalty 2669.789146 = -384598.497910
  nChanged 90
		SP:Iteration 9Q (114748.790000 sec): 3 clusters
  Score: Raw -387313.156971 + Penalty 2669.789146 = -384643.367825
  nChanged 83
		SP:Iteration 10Q (114748.920000 sec): 3 clusters
  Score: Raw -387353.600787 + Penalty 2669.789146 = -384683.811641
  nChanged 78
		SP:Iteration 11Q (114749.090000 sec): 3 clusters
  Score: Raw -387391.070555 + Penalty 2669.789146 = -384721.281409
  nChanged 65
		SP:Iteration 12Q (114749.300000 sec): 3 clusters
  Score: Raw -387419.565678 + Penalty 2669.789146 = -384749.776532
  nChanged 60
		SP:Iteration 13Q (114749.440000 sec): 3 clusters
  Score: Raw -387441.932468 + Penalty 2669.789146 = -384772.143323
  nChanged 49
		SP:Iteration 14Q (114749.620000 sec): 3 clusters
  Score: Raw -387462.989430 + Penalty 2669.789146 = -384793.200284
  nChanged 41
		SP:Iteration 15Q (114749.740000 sec): 3 clusters
  Score: Raw -387484.593436 + Penalty 2669.789146 = -384814.804290
  nChanged 41
		SP:Iteration 16Q (114749.940000 sec): 3 clusters
  Score: Raw -387505.493487 + Penalty 2669.789146 = -384835.704341
  nChanged 48
		SP:Iteration 17Q (114750.090000 sec): 3 clusters
  Score: Raw -387527.883837 + Penalty 2669.789146 = -384858.094691
  nChanged 34
		SP:Iteration 18Q (114750.200000 sec): 3 clusters
  Score: Raw -387542.476333 + Penalty 2669.789146 = -384872.687187
  nChanged 32
		SP:Iteration 19Q (114750.380000 sec): 3 clusters
  Score: Raw -387557.719375 + Penalty 2669.789146 = -384887.930229
  nChanged 39
		SP:Iteration 20F (114750.530000 sec): 3 clusters
  Score: Raw -387575.031524 + Penalty 2669.789146 = -384905.242378
  nChanged 33
		SP:Iteration 21Q (114750.700000 sec): 3 clusters
  Score: Raw -387590.337381 + Penalty 2669.789146 = -384920.548235
  nChanged 38
		SP:Iteration 22Q (114750.840000 sec): 3 clusters
  Score: Raw -387605.259712 + Penalty 2669.789146 = -384935.470566
  nChanged 18
		SP:Iteration 23Q (114751.000000 sec): 3 clusters
  Score: Raw -387613.095849 + Penalty 2669.789146 = -384943.306703
  nChanged 21
		SP:Iteration 24Q (114751.170000 sec): 3 clusters
  Score: Raw -387621.212415 + Penalty 2669.789146 = -384951.423269
  nChanged 27
		SP:Iteration 25Q (114751.300000 sec): 3 clusters
  Score: Raw -387633.270028 + Penalty 2669.789146 = -384963.480882
  nChanged 24
		SP:Iteration 26Q (114751.480000 sec): 3 clusters
  Score: Raw -387643.516735 + Penalty 2669.789146 = -384973.727589
  nChanged 11
		SP:Iteration 27Q (114751.630000 sec): 3 clusters
  Score: Raw -387647.827068 + Penalty 2669.789146 = -384978.037922
  nChanged 14
		SP:Iteration 28Q (114751.800000 sec): 3 clusters
  Score: Raw -387651.833692 + Penalty 2669.789146 = -384982.044546
  nChanged 6
		SP:Iteration 29Q (114751.900000 sec): 3 clusters
  Score: Raw -387653.510143 + Penalty 2669.789146 = -384983.720997
  nChanged 5
		SP:Iteration 30Q (114752.060000 sec): 3 clusters
  Score: Raw -387655.620750 + Penalty 2669.789146 = -384985.831604
  nChanged 7
		SP:Iteration 31Q (114752.240000 sec): 3 clusters
  Score: Raw -387657.417201 + Penalty 2669.789146 = -384987.628056
  nChanged 9
		SP:Iteration 32Q (114752.370000 sec): 3 clusters
  Score: Raw -387660.215725 + Penalty 2669.789146 = -384990.426579
  nChanged 6
		SP:Iteration 33Q (114752.500000 sec): 3 clusters
  Score: Raw -387661.815410 + Penalty 2669.789146 = -384992.026264
  nChanged 6
		SP:Iteration 34Q (114752.720000 sec): 3 clusters
  Score: Raw -387663.971273 + Penalty 2669.789146 = -384994.182127
  nChanged 5
		SP:Iteration 35Q (114752.880000 sec): 3 clusters
  Score: Raw -387665.478914 + Penalty 2669.789146 = -384995.689768
  nChanged 6
		SP:Iteration 36Q (114752.990000 sec): 3 clusters
  Score: Raw -387666.790221 + Penalty 2669.789146 = -384997.001075
  nChanged 4
		SP:Iteration 37Q (114753.180000 sec): 3 clusters
  Score: Raw -387667.904557 + Penalty 2669.789146 = -384998.115411
  nChanged 11
		SP:Iteration 38Q (114753.380000 sec): 3 clusters
  Score: Raw -387671.424597 + Penalty 2669.789146 = -385001.635451
  nChanged 7
		SP:Iteration 39Q (114753.560000 sec): 3 clusters
  Score: Raw -387673.312186 + Penalty 2669.789146 = -385003.523041
  nChanged 5
		SP:Iteration 40F (114753.740000 sec): 3 clusters
  Score: Raw -387674.811102 + Penalty 2669.789146 = -385005.021956
  nChanged 8
		SP:Iteration 41Q (114753.920000 sec): 3 clusters
  Score: Raw -387677.002610 + Penalty 2669.789146 = -385007.213464
  nChanged 9
		SP:Iteration 42Q (114754.100000 sec): 3 clusters
  Score: Raw -387680.171149 + Penalty 2669.789146 = -385010.382003
  nChanged 6
		SP:Iteration 43Q (114754.340000 sec): 3 clusters
  Score: Raw -387682.248979 + Penalty 2669.789146 = -385012.459834
  nChanged 7
		SP:Iteration 44Q (114754.500000 sec): 3 clusters
  Score: Raw -387684.223055 + Penalty 2669.789146 = -385014.433909
  nChanged 7
		SP:Iteration 45Q (114754.660000 sec): 3 clusters
  Score: Raw -387686.035445 + Penalty 2669.789146 = -385016.246299
  nChanged 2
		SP:Iteration 46Q (114754.850000 sec): 3 clusters
  Score: Raw -387686.314141 + Penalty 2669.789146 = -385016.524995
  nChanged 1
		SP:Iteration 47Q (114754.990000 sec): 3 clusters
  Score: Raw -387686.386960 + Penalty 2669.789146 = -385016.597814
  nChanged 0
		SP:Iteration 48F (114755.160000 sec): 3 clusters
  Score: Raw -387686.386960 + Penalty 2669.789146 = -385016.597814
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114755.230000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114755.410000 sec): 3 clusters
  Score: Raw -22406.756518 + Penalty 1748.466640 = -20658.289878
  nChanged 23
		SP:Iteration 1F (114755.590000 sec): 3 clusters
  Score: Raw -22470.054981 + Penalty 1748.466640 = -20721.588341
  nChanged 6
		SP:Iteration 2Q (114755.760000 sec): 3 clusters
  Score: Raw -22492.942911 + Penalty 1748.466640 = -20744.476271
  nChanged 5
		SP:Iteration 3Q (114755.930000 sec): 3 clusters
  Score: Raw -22507.347652 + Penalty 1748.466640 = -20758.881012
  nChanged 2
		SP:Iteration 4Q (114756.130000 sec): 3 clusters
  Score: Raw -22514.592777 + Penalty 1748.466640 = -20766.126137
  nChanged 1
		SP:Iteration 5Q (114756.230000 sec): 3 clusters
  Score: Raw -22518.510370 + Penalty 1748.466640 = -20770.043730
  nChanged 0
		SP:Iteration 6F (114756.380000 sec): 3 clusters
  Score: Raw -22518.510370 + Penalty 1748.466640 = -20770.043730
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114756.460000 sec): 2 clusters
  Score: Raw -350916.515643 + Penalty 1319.063275 = -349597.452368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114756.660000 sec): 3 clusters
  Score: Raw -349319.476222 + Penalty 2638.126550 = -346681.349672
  nChanged 1300
		SP:Iteration 1F (114756.870000 sec): 3 clusters
  Score: Raw -350293.188423 + Penalty 2638.126550 = -347655.061873
  nChanged 296
		SP:Iteration 2F (114757.050000 sec): 3 clusters
  Score: Raw -350553.198479 + Penalty 2638.126550 = -347915.071929
  nChanged 249
		SP:Iteration 3F (114757.190000 sec): 3 clusters
  Score: Raw -350765.254470 + Penalty 2638.126550 = -348127.127920
  nChanged 196
		SP:Iteration 4F (114757.380000 sec): 3 clusters
  Score: Raw -350909.667695 + Penalty 2638.126550 = -348271.541145
  nChanged 127
		SP:Iteration 5Q (114757.570000 sec): 3 clusters
  Score: Raw -350981.903956 + Penalty 2638.126550 = -348343.777406
  nChanged 90
		SP:Iteration 6Q (114757.720000 sec): 3 clusters
  Score: Raw -351028.181417 + Penalty 2638.126550 = -348390.054867
  nChanged 84
		SP:Iteration 7Q (114757.890000 sec): 3 clusters
  Score: Raw -351064.406671 + Penalty 2638.126550 = -348426.280121
  nChanged 52
		SP:Iteration 8Q (114758.080000 sec): 3 clusters
  Score: Raw -351086.671240 + Penalty 2638.126550 = -348448.544690
  nChanged 38
		SP:Iteration 9Q (114758.280000 sec): 3 clusters
  Score: Raw -351101.487229 + Penalty 2638.126550 = -348463.360679
  nChanged 24
		SP:Iteration 10Q (114758.420000 sec): 3 clusters
  Score: Raw -351110.617863 + Penalty 2638.126550 = -348472.491313
  nChanged 20
		SP:Iteration 11Q (114758.610000 sec): 3 clusters
  Score: Raw -351117.126771 + Penalty 2638.126550 = -348479.000221
  nChanged 22
		SP:Iteration 12Q (114758.830000 sec): 3 clusters
  Score: Raw -351123.513419 + Penalty 2638.126550 = -348485.386869
  nChanged 15
		SP:Iteration 13Q (114758.990000 sec): 3 clusters
  Score: Raw -351128.355027 + Penalty 2638.126550 = -348490.228477
  nChanged 17
		SP:Iteration 14Q (114759.210000 sec): 3 clusters
  Score: Raw -351134.844148 + Penalty 2638.126550 = -348496.717598
  nChanged 12
		SP:Iteration 15Q (114759.400000 sec): 3 clusters
  Score: Raw -351138.012365 + Penalty 2638.126550 = -348499.885815
  nChanged 6
		SP:Iteration 16Q (114759.590000 sec): 3 clusters
  Score: Raw -351138.989834 + Penalty 2638.126550 = -348500.863284
  nChanged 8
		SP:Iteration 17Q (114759.760000 sec): 3 clusters
  Score: Raw -351140.266321 + Penalty 2638.126550 = -348502.139771
  nChanged 5
		SP:Iteration 18Q (114759.910000 sec): 3 clusters
  Score: Raw -351141.180135 + Penalty 2638.126550 = -348503.053585
  nChanged 5
		SP:Iteration 19Q (114760.120000 sec): 3 clusters
  Score: Raw -351142.532219 + Penalty 2638.126550 = -348504.405669
  nChanged 8
		SP:Iteration 20F (114760.260000 sec): 3 clusters
  Score: Raw -351144.957535 + Penalty 2638.126550 = -348506.830985
  nChanged 2
		SP:Iteration 21Q (114760.410000 sec): 3 clusters
  Score: Raw -351145.244255 + Penalty 2638.126550 = -348507.117705
  nChanged 4
		SP:Iteration 22Q (114760.540000 sec): 3 clusters
  Score: Raw -351146.060058 + Penalty 2638.126550 = -348507.933508
  nChanged 2
		SP:Iteration 23Q (114760.710000 sec): 3 clusters
  Score: Raw -351146.913009 + Penalty 2638.126550 = -348508.786459
  nChanged 4
		SP:Iteration 24Q (114760.860000 sec): 3 clusters
  Score: Raw -351147.799623 + Penalty 2638.126550 = -348509.673073
  nChanged 0
		SP:Iteration 25F (114761.040000 sec): 3 clusters
  Score: Raw -351147.799623 + Penalty 2638.126550 = -348509.673073
  nChanged 0
Iteration 179Q (114911.660000 sec): 79 clusters
  Score: Raw -134099807.405354 + Penalty 178020.016439 = -133921787.388915
  nChanged 1772
Iteration 180F (115142.710000 sec): 79 clusters
  Score: Raw -134100607.492006 + Penalty 178020.016439 = -133922587.475567
  nChanged 2050
Iteration 181Q (115292.110000 sec): 79 clusters
  Score: Raw -134101533.391519 + Penalty 178020.016439 = -133923513.375080
  nChanged 1634
Iteration 182Q (115436.990000 sec): 79 clusters
  Score: Raw -134101859.750680 + Penalty 178020.016439 = -133923839.734241
  nChanged 1526
Iteration 183Q (115585.480000 sec): 79 clusters
  Score: Raw -134101984.026288 + Penalty 178020.016439 = -133923964.009849
  nChanged 1483
Iteration 184Q (115736.060000 sec): 79 clusters
  Score: Raw -134102097.588642 + Penalty 178020.016439 = -133924077.572203
  nChanged 1349
Iteration 185Q (115881.980000 sec): 79 clusters
  Score: Raw -134102188.388677 + Penalty 178020.016439 = -133924168.372238
  nChanged 1218
Iteration 186Q (116030.120000 sec): 79 clusters
  Score: Raw -134102272.026007 + Penalty 178020.016439 = -133924252.009569
  nChanged 1207
Iteration 187Q (116176.700000 sec): 79 clusters
  Score: Raw -134102356.844787 + Penalty 178020.016439 = -133924336.828349
  nChanged 1172
Iteration 188Q (116331.270000 sec): 79 clusters
  Score: Raw -134102449.047702 + Penalty 178020.016439 = -133924429.031263
  nChanged 1146
Iteration 189Q (116480.040000 sec): 79 clusters
  Score: Raw -134102533.102735 + Penalty 178020.016439 = -133924513.086296
  nChanged 1121
Iteration 190Q (116632.320000 sec): 79 clusters
  Score: Raw -134102610.426398 + Penalty 178020.016439 = -133924590.409959
  nChanged 1131
Iteration 191Q (116779.430000 sec): 79 clusters
  Score: Raw -134102687.539303 + Penalty 178020.016439 = -133924667.522864
  nChanged 1117
Iteration 192Q (116933.870000 sec): 79 clusters
  Score: Raw -134102754.225744 + Penalty 178020.016439 = -133924734.209306
  nChanged 1062
Iteration 193Q (117084.390000 sec): 79 clusters
  Score: Raw -134102813.578320 + Penalty 178020.016439 = -133924793.561882
  nChanged 989
Iteration 194Q (117239.540000 sec): 79 clusters
  Score: Raw -134102864.658110 + Penalty 178020.016439 = -133924844.641671
  nChanged 1002
Iteration 195Q (117395.380000 sec): 79 clusters
  Score: Raw -134102919.146836 + Penalty 178020.016439 = -133924899.130397
  nChanged 932
Iteration 196Q (117547.980000 sec): 79 clusters
  Score: Raw -134102966.350730 + Penalty 178020.016439 = -133924946.334292
  nChanged 891
Iteration 197Q (117685.440000 sec): 79 clusters
  Score: Raw -134103013.322386 + Penalty 178020.016439 = -133924993.305947
  nChanged 893
Iteration 198Q (117833.370000 sec): 79 clusters
  Score: Raw -134103065.524432 + Penalty 178020.016439 = -133925045.507993
  nChanged 816
Iteration 199Q (117991.540000 sec): 79 clusters
  Score: Raw -134103110.954363 + Penalty 178020.016439 = -133925090.937924
  nChanged 810
Iteration 200F (118225.120000 sec): 79 clusters
  Score: Raw -134103482.514921 + Penalty 178020.016439 = -133925462.498483
  nChanged 858
Iteration 201Q (118373.810000 sec): 79 clusters
  Score: Raw -134103631.370950 + Penalty 178020.016439 = -133925611.354512
  nChanged 813
Iteration 202Q (118528.310000 sec): 79 clusters
  Score: Raw -134103680.785798 + Penalty 178020.016439 = -133925660.769359
  nChanged 816
Iteration 203Q (118678.690000 sec): 79 clusters
  Score: Raw -134103725.482431 + Penalty 178020.016439 = -133925705.465992
  nChanged 827
Iteration 204Q (118833.290000 sec): 79 clusters
  Score: Raw -134103768.136637 + Penalty 178020.016439 = -133925748.120198
  nChanged 805
Iteration 205Q (118989.410000 sec): 79 clusters
  Score: Raw -134103808.555519 + Penalty 178020.016439 = -133925788.539081
  nChanged 771
Iteration 206Q (119144.950000 sec): 79 clusters
  Score: Raw -134103844.695557 + Penalty 178020.016439 = -133925824.679119
  nChanged 765
Iteration 207Q (119299.800000 sec): 79 clusters
  Score: Raw -134103877.769494 + Penalty 178020.016439 = -133925857.753056
  nChanged 761
Iteration 208Q (119452.270000 sec): 79 clusters
  Score: Raw -134103912.082965 + Penalty 178020.016439 = -133925892.066526
  nChanged 730
Iteration 209Q (119601.400000 sec): 79 clusters
  Score: Raw -134103939.496924 + Penalty 178020.016439 = -133925919.480485
  nChanged 751
Iteration 210Q (119756.560000 sec): 79 clusters
  Score: Raw -134103968.470603 + Penalty 178020.016439 = -133925948.454164
  nChanged 744
Iteration 211Q (119910.530000 sec): 79 clusters
  Score: Raw -134103999.663084 + Penalty 178020.016439 = -133925979.646645
  nChanged 782
Iteration 212Q (120069.770000 sec): 79 clusters
  Score: Raw -134104031.820802 + Penalty 178020.016439 = -133926011.804364
  nChanged 722
Iteration 213Q (120222.850000 sec): 79 clusters
  Score: Raw -134104061.449191 + Penalty 178020.016439 = -133926041.432752
  nChanged 687
Iteration 214Q (120359.800000 sec): 79 clusters
  Score: Raw -134104088.793103 + Penalty 178020.016439 = -133926068.776665
  nChanged 675
Iteration 215Q (120512.480000 sec): 79 clusters
  Score: Raw -134104114.693823 + Penalty 178020.016439 = -133926094.677384
  nChanged 623
Iteration 216Q (120661.530000 sec): 79 clusters
  Score: Raw -134104138.595487 + Penalty 178020.016439 = -133926118.579049
  nChanged 687
Iteration 217Q (120805.040000 sec): 79 clusters
  Score: Raw -134104162.986970 + Penalty 178020.016439 = -133926142.970531
  nChanged 657
Iteration 218Q (120953.330000 sec): 79 clusters
  Score: Raw -134104186.267840 + Penalty 178020.016439 = -133926166.251401
  nChanged 650
Writing temp clu file 
Because OldScore, -133926142.970531, is greater than current (better) Score,-133926166.251401 
 Compute initial score before splitting:   Score: Raw -134104186.267840 + Penalty 178020.016439 = -133926166.251401
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120953.660000 sec): 2 clusters
  Score: Raw -647292.090400 + Penalty 1417.710117 = -645874.380283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120953.890000 sec): 3 clusters
  Score: Raw -644025.196792 + Penalty 2835.420233 = -641189.776559
  nChanged 2525
		SP:Iteration 1F (120954.090000 sec): 3 clusters
  Score: Raw -645421.572587 + Penalty 2835.420233 = -642586.152354
  nChanged 421
		SP:Iteration 2F (120954.250000 sec): 3 clusters
  Score: Raw -645634.986274 + Penalty 2835.420233 = -642799.566040
  nChanged 325
		SP:Iteration 3F (120954.470000 sec): 3 clusters
  Score: Raw -645799.483048 + Penalty 2835.420233 = -642964.062815
  nChanged 293
		SP:Iteration 4Q (120954.660000 sec): 3 clusters
  Score: Raw -645961.768265 + Penalty 2835.420233 = -643126.348032
  nChanged 280
		SP:Iteration 5Q (120954.850000 sec): 3 clusters
  Score: Raw -646167.799797 + Penalty 2835.420233 = -643332.379564
  nChanged 324
		SP:Iteration 6F (120955.040000 sec): 3 clusters
  Score: Raw -646444.494902 + Penalty 2835.420233 = -643609.074668
  nChanged 350
		SP:Iteration 7F (120955.230000 sec): 3 clusters
  Score: Raw -646764.883231 + Penalty 2835.420233 = -643929.462997
  nChanged 358
		SP:Iteration 8F (120955.460000 sec): 3 clusters
  Score: Raw -647083.591295 + Penalty 2835.420233 = -644248.171062
  nChanged 328
		SP:Iteration 9F (120955.630000 sec): 3 clusters
  Score: Raw -647348.743870 + Penalty 2835.420233 = -644513.323637
  nChanged 304
		SP:Iteration 10Q (120955.840000 sec): 3 clusters
  Score: Raw -647561.988219 + Penalty 2835.420233 = -644726.567985
  nChanged 218
		SP:Iteration 11Q (120956.010000 sec): 3 clusters
  Score: Raw -647697.295906 + Penalty 2835.420233 = -644861.875673
  nChanged 149
		SP:Iteration 12Q (120956.170000 sec): 3 clusters
  Score: Raw -647778.014155 + Penalty 2835.420233 = -644942.593922
  nChanged 98
		SP:Iteration 13Q (120956.400000 sec): 3 clusters
  Score: Raw -647823.455605 + Penalty 2835.420233 = -644988.035371
  nChanged 85
		SP:Iteration 14Q (120956.580000 sec): 3 clusters
  Score: Raw -647858.017467 + Penalty 2835.420233 = -645022.597233
  nChanged 63
		SP:Iteration 15Q (120956.800000 sec): 3 clusters
  Score: Raw -647882.121490 + Penalty 2835.420233 = -645046.701256
  nChanged 65
		SP:Iteration 16Q (120957.010000 sec): 3 clusters
  Score: Raw -647910.117608 + Penalty 2835.420233 = -645074.697375
  nChanged 53
		SP:Iteration 17Q (120957.180000 sec): 3 clusters
  Score: Raw -647928.391747 + Penalty 2835.420233 = -645092.971513
  nChanged 39
		SP:Iteration 18Q (120957.300000 sec): 3 clusters
  Score: Raw -647940.807255 + Penalty 2835.420233 = -645105.387022
  nChanged 33
		SP:Iteration 19Q (120957.510000 sec): 3 clusters
  Score: Raw -647949.659426 + Penalty 2835.420233 = -645114.239192
  nChanged 26
		SP:Iteration 20F (120957.660000 sec): 3 clusters
  Score: Raw -647957.246071 + Penalty 2835.420233 = -645121.825838
  nChanged 32
		SP:Iteration 21Q (120957.870000 sec): 3 clusters
  Score: Raw -647964.211738 + Penalty 2835.420233 = -645128.791504
  nChanged 23
		SP:Iteration 22Q (120958.070000 sec): 3 clusters
  Score: Raw -647968.744059 + Penalty 2835.420233 = -645133.323825
  nChanged 16
		SP:Iteration 23Q (120958.260000 sec): 3 clusters
  Score: Raw -647971.404560 + Penalty 2835.420233 = -645135.984326
  nChanged 11
		SP:Iteration 24Q (120958.400000 sec): 3 clusters
  Score: Raw -647973.049736 + Penalty 2835.420233 = -645137.629502
  nChanged 8
		SP:Iteration 25Q (120958.560000 sec): 3 clusters
  Score: Raw -647975.108355 + Penalty 2835.420233 = -645139.688121
  nChanged 8
		SP:Iteration 26Q (120958.780000 sec): 3 clusters
  Score: Raw -647976.492752 + Penalty 2835.420233 = -645141.072519
  nChanged 7
		SP:Iteration 27Q (120958.960000 sec): 3 clusters
  Score: Raw -647978.097280 + Penalty 2835.420233 = -645142.677047
  nChanged 6
		SP:Iteration 28Q (120959.220000 sec): 3 clusters
  Score: Raw -647979.041790 + Penalty 2835.420233 = -645143.621557
  nChanged 3
		SP:Iteration 29Q (120959.390000 sec): 3 clusters
  Score: Raw -647979.725591 + Penalty 2835.420233 = -645144.305357
  nChanged 4
		SP:Iteration 30Q (120959.600000 sec): 3 clusters
  Score: Raw -647980.786941 + Penalty 2835.420233 = -645145.366708
  nChanged 2
		SP:Iteration 31Q (120959.820000 sec): 3 clusters
  Score: Raw -647981.120528 + Penalty 2835.420233 = -645145.700294
  nChanged 1
		SP:Iteration 32Q (120960.020000 sec): 3 clusters
  Score: Raw -647981.618524 + Penalty 2835.420233 = -645146.198291
  nChanged 1
		SP:Iteration 33Q (120960.220000 sec): 3 clusters
  Score: Raw -647981.805477 + Penalty 2835.420233 = -645146.385243
  nChanged 3
		SP:Iteration 34Q (120960.420000 sec): 3 clusters
  Score: Raw -647982.274306 + Penalty 2835.420233 = -645146.854073
  nChanged 2
		SP:Iteration 35Q (120960.630000 sec): 3 clusters
  Score: Raw -647982.772313 + Penalty 2835.420233 = -645147.352079
  nChanged 2
		SP:Iteration 36Q (120960.780000 sec): 3 clusters
  Score: Raw -647983.008060 + Penalty 2835.420233 = -645147.587826
  nChanged 2
		SP:Iteration 37Q (120960.940000 sec): 3 clusters
  Score: Raw -647983.184075 + Penalty 2835.420233 = -645147.763841
  nChanged 0
		SP:Iteration 38F (120961.180000 sec): 3 clusters
  Score: Raw -647983.184075 + Penalty 2835.420233 = -645147.763841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120961.250000 sec): 2 clusters
  Score: Raw -163111.490665 + Penalty 1192.885778 = -161918.604888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120961.390000 sec): 3 clusters
  Score: Raw -162539.245977 + Penalty 2385.771555 = -160153.474422
  nChanged 513
		SP:Iteration 1F (120961.600000 sec): 3 clusters
  Score: Raw -163059.738139 + Penalty 2385.771555 = -160673.966584
  nChanged 165
		SP:Iteration 2F (120961.770000 sec): 3 clusters
  Score: Raw -163328.919092 + Penalty 2385.771555 = -160943.147537
  nChanged 100
		SP:Iteration 3F (120961.980000 sec): 3 clusters
  Score: Raw -163497.949668 + Penalty 2385.771555 = -161112.178113
  nChanged 77
		SP:Iteration 4Q (120962.120000 sec): 3 clusters
  Score: Raw -163615.559985 + Penalty 2385.771555 = -161229.788430
  nChanged 62
		SP:Iteration 5Q (120962.330000 sec): 3 clusters
  Score: Raw -163692.302355 + Penalty 2385.771555 = -161306.530800
  nChanged 41
		SP:Iteration 6Q (120962.490000 sec): 3 clusters
  Score: Raw -163731.098049 + Penalty 2385.771555 = -161345.326494
  nChanged 29
		SP:Iteration 7Q (120962.610000 sec): 3 clusters
  Score: Raw -163762.516461 + Penalty 2385.771555 = -161376.744906
  nChanged 32
		SP:Iteration 8Q (120962.750000 sec): 3 clusters
  Score: Raw -163793.374490 + Penalty 2385.771555 = -161407.602935
  nChanged 24
		SP:Iteration 9Q (120962.950000 sec): 3 clusters
  Score: Raw -163817.562520 + Penalty 2385.771555 = -161431.790965
  nChanged 21
		SP:Iteration 10Q (120963.110000 sec): 3 clusters
  Score: Raw -163840.647847 + Penalty 2385.771555 = -161454.876292
  nChanged 18
		SP:Iteration 11Q (120963.300000 sec): 3 clusters
  Score: Raw -163858.452807 + Penalty 2385.771555 = -161472.681252
  nChanged 23
		SP:Iteration 12Q (120963.480000 sec): 3 clusters
  Score: Raw -163887.096917 + Penalty 2385.771555 = -161501.325362
  nChanged 20
		SP:Iteration 13Q (120963.670000 sec): 3 clusters
  Score: Raw -163906.048732 + Penalty 2385.771555 = -161520.277176
  nChanged 15
		SP:Iteration 14Q (120963.790000 sec): 3 clusters
  Score: Raw -163921.487291 + Penalty 2385.771555 = -161535.715736
  nChanged 10
		SP:Iteration 15Q (120963.970000 sec): 3 clusters
  Score: Raw -163928.923094 + Penalty 2385.771555 = -161543.151539
  nChanged 12
		SP:Iteration 16Q (120964.140000 sec): 3 clusters
  Score: Raw -163939.370415 + Penalty 2385.771555 = -161553.598860
  nChanged 4
		SP:Iteration 17Q (120964.310000 sec): 3 clusters
  Score: Raw -163945.432231 + Penalty 2385.771555 = -161559.660676
  nChanged 6
		SP:Iteration 18Q (120964.450000 sec): 3 clusters
  Score: Raw -163950.021509 + Penalty 2385.771555 = -161564.249954
  nChanged 4
		SP:Iteration 19Q (120964.600000 sec): 3 clusters
  Score: Raw -163952.156845 + Penalty 2385.771555 = -161566.385290
  nChanged 1
		SP:Iteration 20F (120964.780000 sec): 3 clusters
  Score: Raw -163952.433296 + Penalty 2385.771555 = -161566.661740
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120964.880000 sec): 2 clusters
  Score: Raw -253333.331645 + Penalty 1260.103251 = -252073.228394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120965.050000 sec): 3 clusters
  Score: Raw -252251.904511 + Penalty 2520.206503 = -249731.698008
  nChanged 875
		SP:Iteration 1F (120965.210000 sec): 3 clusters
  Score: Raw -252745.489809 + Penalty 2520.206503 = -250225.283307
  nChanged 188
		SP:Iteration 2F (120965.430000 sec): 3 clusters
  Score: Raw -252885.915639 + Penalty 2520.206503 = -250365.709136
  nChanged 118
		SP:Iteration 3F (120965.560000 sec): 3 clusters
  Score: Raw -252955.964684 + Penalty 2520.206503 = -250435.758181
  nChanged 85
		SP:Iteration 4Q (120965.790000 sec): 3 clusters
  Score: Raw -253009.502187 + Penalty 2520.206503 = -250489.295684
  nChanged 75
		SP:Iteration 5Q (120965.940000 sec): 3 clusters
  Score: Raw -253057.093767 + Penalty 2520.206503 = -250536.887264
  nChanged 67
		SP:Iteration 6Q (120966.130000 sec): 3 clusters
  Score: Raw -253103.707845 + Penalty 2520.206503 = -250583.501342
  nChanged 59
		SP:Iteration 7Q (120966.320000 sec): 3 clusters
  Score: Raw -253141.256049 + Penalty 2520.206503 = -250621.049546
  nChanged 56
		SP:Iteration 8Q (120966.510000 sec): 3 clusters
  Score: Raw -253169.218835 + Penalty 2520.206503 = -250649.012332
  nChanged 34
		SP:Iteration 9Q (120966.650000 sec): 3 clusters
  Score: Raw -253188.347838 + Penalty 2520.206503 = -250668.141335
  nChanged 38
		SP:Iteration 10Q (120966.850000 sec): 3 clusters
  Score: Raw -253214.342600 + Penalty 2520.206503 = -250694.136097
  nChanged 51
		SP:Iteration 11Q (120967.010000 sec): 3 clusters
  Score: Raw -253260.748364 + Penalty 2520.206503 = -250740.541862
  nChanged 58
		SP:Iteration 12Q (120967.230000 sec): 3 clusters
  Score: Raw -253304.391821 + Penalty 2520.206503 = -250784.185318
  nChanged 55
		SP:Iteration 13Q (120967.390000 sec): 3 clusters
  Score: Raw -253343.635006 + Penalty 2520.206503 = -250823.428504
  nChanged 48
		SP:Iteration 14Q (120967.530000 sec): 3 clusters
  Score: Raw -253379.634016 + Penalty 2520.206503 = -250859.427513
  nChanged 51
		SP:Iteration 15Q (120967.710000 sec): 3 clusters
  Score: Raw -253419.005994 + Penalty 2520.206503 = -250898.799491
  nChanged 53
		SP:Iteration 16Q (120967.910000 sec): 3 clusters
  Score: Raw -253467.869829 + Penalty 2520.206503 = -250947.663326
  nChanged 71
		SP:Iteration 17Q (120968.080000 sec): 3 clusters
  Score: Raw -253534.976923 + Penalty 2520.206503 = -251014.770420
  nChanged 66
		SP:Iteration 18Q (120968.260000 sec): 3 clusters
  Score: Raw -253596.067864 + Penalty 2520.206503 = -251075.861361
  nChanged 64
		SP:Iteration 19Q (120968.440000 sec): 3 clusters
  Score: Raw -253643.902796 + Penalty 2520.206503 = -251123.696293
  nChanged 54
		SP:Iteration 20F (120968.600000 sec): 3 clusters
  Score: Raw -253688.423227 + Penalty 2520.206503 = -251168.216724
  nChanged 49
		SP:Iteration 21Q (120968.780000 sec): 3 clusters
  Score: Raw -253730.592712 + Penalty 2520.206503 = -251210.386209
  nChanged 38
		SP:Iteration 22Q (120968.930000 sec): 3 clusters
  Score: Raw -253758.458546 + Penalty 2520.206503 = -251238.252043
  nChanged 28
		SP:Iteration 23Q (120969.140000 sec): 3 clusters
  Score: Raw -253778.968707 + Penalty 2520.206503 = -251258.762204
  nChanged 34
		SP:Iteration 24Q (120969.320000 sec): 3 clusters
  Score: Raw -253802.087864 + Penalty 2520.206503 = -251281.881361
  nChanged 25
		SP:Iteration 25Q (120969.490000 sec): 3 clusters
  Score: Raw -253817.360059 + Penalty 2520.206503 = -251297.153556
  nChanged 21
		SP:Iteration 26Q (120969.660000 sec): 3 clusters
  Score: Raw -253831.156266 + Penalty 2520.206503 = -251310.949763
  nChanged 20
		SP:Iteration 27Q (120969.850000 sec): 3 clusters
  Score: Raw -253844.303545 + Penalty 2520.206503 = -251324.097042
  nChanged 19
		SP:Iteration 28Q (120970.060000 sec): 3 clusters
  Score: Raw -253860.447414 + Penalty 2520.206503 = -251340.240911
  nChanged 19
		SP:Iteration 29Q (120970.250000 sec): 3 clusters
  Score: Raw -253875.029078 + Penalty 2520.206503 = -251354.822575
  nChanged 19
		SP:Iteration 30Q (120970.380000 sec): 3 clusters
  Score: Raw -253883.913578 + Penalty 2520.206503 = -251363.707075
  nChanged 13
		SP:Iteration 31Q (120970.580000 sec): 3 clusters
  Score: Raw -253889.456536 + Penalty 2520.206503 = -251369.250033
  nChanged 11
		SP:Iteration 32Q (120970.770000 sec): 3 clusters
  Score: Raw -253894.359517 + Penalty 2520.206503 = -251374.153014
  nChanged 9
		SP:Iteration 33Q (120970.970000 sec): 3 clusters
  Score: Raw -253897.750870 + Penalty 2520.206503 = -251377.544367
  nChanged 5
		SP:Iteration 34Q (120971.160000 sec): 3 clusters
  Score: Raw -253900.322704 + Penalty 2520.206503 = -251380.116201
  nChanged 2
		SP:Iteration 35Q (120971.350000 sec): 3 clusters
  Score: Raw -253900.902165 + Penalty 2520.206503 = -251380.695662
  nChanged 1
		SP:Iteration 36Q (120971.500000 sec): 3 clusters
  Score: Raw -253901.277368 + Penalty 2520.206503 = -251381.070866
  nChanged 3
		SP:Iteration 37Q (120971.680000 sec): 3 clusters
  Score: Raw -253902.425894 + Penalty 2520.206503 = -251382.219391
  nChanged 3
		SP:Iteration 38Q (120971.900000 sec): 3 clusters
  Score: Raw -253903.636857 + Penalty 2520.206503 = -251383.430354
  nChanged 3
		SP:Iteration 39Q (120972.040000 sec): 3 clusters
  Score: Raw -253905.422239 + Penalty 2520.206503 = -251385.215736
  nChanged 3
		SP:Iteration 40F (120972.190000 sec): 3 clusters
  Score: Raw -253906.249170 + Penalty 2520.206503 = -251386.042667
  nChanged 5
		SP:Iteration 41Q (120972.390000 sec): 3 clusters
  Score: Raw -253907.668284 + Penalty 2520.206503 = -251387.461781
  nChanged 2
		SP:Iteration 42Q (120972.550000 sec): 3 clusters
  Score: Raw -253908.297365 + Penalty 2520.206503 = -251388.090862
  nChanged 1
		SP:Iteration 43Q (120972.730000 sec): 3 clusters
  Score: Raw -253908.743847 + Penalty 2520.206503 = -251388.537344
  nChanged 0
		SP:Iteration 44F (120972.890000 sec): 3 clusters
  Score: Raw -253908.743847 + Penalty 2520.206503 = -251388.537344
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (338543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120974.670000 sec): 2 clusters
  Score: Raw -37821501.342491 + Penalty 2069.016039 = -37819432.326451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120976.380000 sec): 3 clusters
  Score: Raw -37594855.438866 + Penalty 4138.032078 = -37590717.406788
  nChanged 165160
		SP:Iteration 1F (120978.320000 sec): 3 clusters
  Score: Raw -37694984.035503 + Penalty 4138.032078 = -37690846.003425
  nChanged 11969
		SP:Iteration 2Q (120980.390000 sec): 3 clusters
  Score: Raw -37698891.537058 + Penalty 4138.032078 = -37694753.504980
  nChanged 16705
		SP:Iteration 3Q (120982.370000 sec): 3 clusters
  Score: Raw -37706605.177587 + Penalty 4138.032078 = -37702467.145509
  nChanged 23629
		SP:Iteration 4F (120984.420000 sec): 3 clusters
  Score: Raw -37721956.545974 + Penalty 4138.032078 = -37717818.513896
  nChanged 30609
		SP:Iteration 5F (120986.430000 sec): 3 clusters
  Score: Raw -37747969.376042 + Penalty 4138.032078 = -37743831.343964
  nChanged 32071
		SP:Iteration 6F (120988.300000 sec): 3 clusters
  Score: Raw -37779646.194807 + Penalty 4138.032078 = -37775508.162729
  nChanged 23890
		SP:Iteration 7F (120990.270000 sec): 3 clusters
  Score: Raw -37804374.971377 + Penalty 4138.032078 = -37800236.939299
  nChanged 12070
		SP:Iteration 8Q (120992.320000 sec): 3 clusters
  Score: Raw -37816442.263313 + Penalty 4138.032078 = -37812304.231235
  nChanged 4074
		SP:Iteration 9Q (120994.300000 sec): 3 clusters
  Score: Raw -37820213.814745 + Penalty 4138.032078 = -37816075.782667
  nChanged 1127
		SP:Iteration 10Q (120996.070000 sec): 3 clusters
  Score: Raw -37821221.099170 + Penalty 4138.032078 = -37817083.067091
  nChanged 279
		SP:Iteration 11Q (120997.830000 sec): 3 clusters
  Score: Raw -37821508.873571 + Penalty 4138.032078 = -37817370.841493
  nChanged 121
		SP:Iteration 12Q (120999.560000 sec): 3 clusters
  Score: Raw -37821649.117170 + Penalty 4138.032078 = -37817511.085092
  nChanged 65
		SP:Iteration 13Q (121001.140000 sec): 3 clusters
  Score: Raw -37821719.393853 + Penalty 4138.032078 = -37817581.361775
  nChanged 38
		SP:Iteration 14Q (121002.920000 sec): 3 clusters
  Score: Raw -37821749.175902 + Penalty 4138.032078 = -37817611.143824
  nChanged 31
		SP:Iteration 15Q (121004.710000 sec): 3 clusters
  Score: Raw -37821780.687521 + Penalty 4138.032078 = -37817642.655442
  nChanged 34
		SP:Iteration 16Q (121006.410000 sec): 3 clusters
  Score: Raw -37821809.393556 + Penalty 4138.032078 = -37817671.361478
  nChanged 29
		SP:Iteration 17Q (121008.060000 sec): 3 clusters
  Score: Raw -37821831.538494 + Penalty 4138.032078 = -37817693.506416
  nChanged 23
		SP:Iteration 18Q (121009.730000 sec): 3 clusters
  Score: Raw -37821851.607599 + Penalty 4138.032078 = -37817713.575521
  nChanged 18
		SP:Iteration 19Q (121011.430000 sec): 3 clusters
  Score: Raw -37821864.938950 + Penalty 4138.032078 = -37817726.906872
  nChanged 13
		SP:Iteration 20F (121013.480000 sec): 3 clusters
  Score: Raw -37821875.438550 + Penalty 4138.032078 = -37817737.406472
  nChanged 7
		SP:Iteration 21Q (121015.150000 sec): 3 clusters
  Score: Raw -37821881.492666 + Penalty 4138.032078 = -37817743.460588
  nChanged 5
		SP:Iteration 22Q (121016.890000 sec): 3 clusters
  Score: Raw -37821885.671159 + Penalty 4138.032078 = -37817747.639081
  nChanged 4
		SP:Iteration 23Q (121018.830000 sec): 3 clusters
  Score: Raw -37821888.426608 + Penalty 4138.032078 = -37817750.394530
  nChanged 2
		SP:Iteration 24Q (121020.800000 sec): 3 clusters
  Score: Raw -37821890.235473 + Penalty 4138.032078 = -37817752.203395
  nChanged 5
		SP:Iteration 25Q (121022.740000 sec): 3 clusters
  Score: Raw -37821894.607496 + Penalty 4138.032078 = -37817756.575418
  nChanged 5
		SP:Iteration 26Q (121024.760000 sec): 3 clusters
  Score: Raw -37821898.404295 + Penalty 4138.032078 = -37817760.372217
  nChanged 2
		SP:Iteration 27Q (121026.540000 sec): 3 clusters
  Score: Raw -37821900.114410 + Penalty 4138.032078 = -37817762.082332
  nChanged 4
		SP:Iteration 28Q (121028.350000 sec): 3 clusters
  Score: Raw -37821901.941585 + Penalty 4138.032078 = -37817763.909507
  nChanged 2
		SP:Iteration 29Q (121030.080000 sec): 3 clusters
  Score: Raw -37821902.877317 + Penalty 4138.032078 = -37817764.845238
  nChanged 1
		SP:Iteration 30Q (121031.990000 sec): 3 clusters
  Score: Raw -37821903.077466 + Penalty 4138.032078 = -37817765.045388
  nChanged 0
		SP:Iteration 31F (121034.030000 sec): 3 clusters
  Score: Raw -37821903.077466 + Penalty 4138.032078 = -37817765.045388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121034.570000 sec): 2 clusters
  Score: Raw -2629270.935806 + Penalty 1640.440196 = -2627630.495610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121034.870000 sec): 3 clusters
  Score: Raw -2614550.426518 + Penalty 3280.880392 = -2611269.546126
  nChanged 11021
		SP:Iteration 1F (121035.080000 sec): 3 clusters
  Score: Raw -2620527.837127 + Penalty 3280.880392 = -2617246.956735
  nChanged 1219
		SP:Iteration 2F (121035.350000 sec): 3 clusters
  Score: Raw -2621004.159262 + Penalty 3280.880392 = -2617723.278870
  nChanged 1312
		SP:Iteration 3F (121035.650000 sec): 3 clusters
  Score: Raw -2621605.000045 + Penalty 3280.880392 = -2618324.119653
  nChanged 1426
		SP:Iteration 4F (121035.940000 sec): 3 clusters
  Score: Raw -2622372.604794 + Penalty 3280.880392 = -2619091.724402
  nChanged 1621
		SP:Iteration 5F (121036.210000 sec): 3 clusters
  Score: Raw -2623412.731503 + Penalty 3280.880392 = -2620131.851111
  nChanged 1759
		SP:Iteration 6F (121036.460000 sec): 3 clusters
  Score: Raw -2624708.447149 + Penalty 3280.880392 = -2621427.566757
  nChanged 1633
		SP:Iteration 7F (121036.760000 sec): 3 clusters
  Score: Raw -2626082.632489 + Penalty 3280.880392 = -2622801.752098
  nChanged 1460
		SP:Iteration 8F (121037.020000 sec): 3 clusters
  Score: Raw -2627317.132653 + Penalty 3280.880392 = -2624036.252261
  nChanged 1077
		SP:Iteration 9Q (121037.300000 sec): 3 clusters
  Score: Raw -2628217.135385 + Penalty 3280.880392 = -2624936.254993
  nChanged 684
		SP:Iteration 10Q (121037.620000 sec): 3 clusters
  Score: Raw -2628785.874843 + Penalty 3280.880392 = -2625504.994451
  nChanged 447
		SP:Iteration 11Q (121037.930000 sec): 3 clusters
  Score: Raw -2629158.828740 + Penalty 3280.880392 = -2625877.948348
  nChanged 264
		SP:Iteration 12Q (121038.220000 sec): 3 clusters
  Score: Raw -2629362.628593 + Penalty 3280.880392 = -2626081.748201
  nChanged 130
		SP:Iteration 13Q (121038.540000 sec): 3 clusters
  Score: Raw -2629470.130617 + Penalty 3280.880392 = -2626189.250225
  nChanged 75
		SP:Iteration 14Q (121038.850000 sec): 3 clusters
  Score: Raw -2629525.349439 + Penalty 3280.880392 = -2626244.469047
  nChanged 43
		SP:Iteration 15Q (121039.090000 sec): 3 clusters
  Score: Raw -2629556.989032 + Penalty 3280.880392 = -2626276.108640
  nChanged 25
		SP:Iteration 16Q (121039.410000 sec): 3 clusters
  Score: Raw -2629574.751279 + Penalty 3280.880392 = -2626293.870887
  nChanged 12
		SP:Iteration 17Q (121039.700000 sec): 3 clusters
  Score: Raw -2629585.860341 + Penalty 3280.880392 = -2626304.979949
  nChanged 15
		SP:Iteration 18Q (121039.940000 sec): 3 clusters
  Score: Raw -2629595.873432 + Penalty 3280.880392 = -2626314.993040
  nChanged 10
		SP:Iteration 19Q (121040.220000 sec): 3 clusters
  Score: Raw -2629601.074235 + Penalty 3280.880392 = -2626320.193843
  nChanged 3
		SP:Iteration 20F (121040.520000 sec): 3 clusters
  Score: Raw -2629604.782069 + Penalty 3280.880392 = -2626323.901678
  nChanged 4
		SP:Iteration 21Q (121040.760000 sec): 3 clusters
  Score: Raw -2629606.861896 + Penalty 3280.880392 = -2626325.981504
  nChanged 4
		SP:Iteration 22Q (121041.000000 sec): 3 clusters
  Score: Raw -2629609.238824 + Penalty 3280.880392 = -2626328.358432
  nChanged 2
		SP:Iteration 23Q (121041.270000 sec): 3 clusters
  Score: Raw -2629610.828339 + Penalty 3280.880392 = -2626329.947947
  nChanged 4
		SP:Iteration 24Q (121041.490000 sec): 3 clusters
  Score: Raw -2629612.737500 + Penalty 3280.880392 = -2626331.857109
  nChanged 5
		SP:Iteration 25Q (121041.820000 sec): 3 clusters
  Score: Raw -2629616.355752 + Penalty 3280.880392 = -2626335.475360
  nChanged 7
		SP:Iteration 26Q (121042.080000 sec): 3 clusters
  Score: Raw -2629620.910076 + Penalty 3280.880392 = -2626340.029684
  nChanged 6
		SP:Iteration 27Q (121042.360000 sec): 3 clusters
  Score: Raw -2629624.951497 + Penalty 3280.880392 = -2626344.071106
  nChanged 6
		SP:Iteration 28Q (121042.630000 sec): 3 clusters
  Score: Raw -2629630.006662 + Penalty 3280.880392 = -2626349.126270
  nChanged 4
		SP:Iteration 29Q (121042.920000 sec): 3 clusters
  Score: Raw -2629634.218800 + Penalty 3280.880392 = -2626353.338408
  nChanged 6
		SP:Iteration 30Q (121043.180000 sec): 3 clusters
  Score: Raw -2629638.802579 + Penalty 3280.880392 = -2626357.922187
  nChanged 5
		SP:Iteration 31Q (121043.480000 sec): 3 clusters
  Score: Raw -2629644.035373 + Penalty 3280.880392 = -2626363.154981
  nChanged 7
		SP:Iteration 32Q (121043.760000 sec): 3 clusters
  Score: Raw -2629649.066448 + Penalty 3280.880392 = -2626368.186056
  nChanged 1
		SP:Iteration 33Q (121044.030000 sec): 3 clusters
  Score: Raw -2629649.916083 + Penalty 3280.880392 = -2626369.035691
  nChanged 4
		SP:Iteration 34Q (121044.330000 sec): 3 clusters
  Score: Raw -2629653.480176 + Penalty 3280.880392 = -2626372.599784
  nChanged 1
		SP:Iteration 35Q (121044.570000 sec): 3 clusters
  Score: Raw -2629654.650070 + Penalty 3280.880392 = -2626373.769678
  nChanged 1
		SP:Iteration 36Q (121044.800000 sec): 3 clusters
  Score: Raw -2629655.339101 + Penalty 3280.880392 = -2626374.458709
  nChanged 0
		SP:Iteration 37F (121045.120000 sec): 3 clusters
  Score: Raw -2629655.339101 + Penalty 3280.880392 = -2626374.458709
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (11889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121045.250000 sec): 2 clusters
  Score: Raw -1305145.598107 + Penalty 1524.797443 = -1303620.800663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121045.470000 sec): 3 clusters
  Score: Raw -1298294.555570 + Penalty 3049.594887 = -1295244.960683
  nChanged 5192
		SP:Iteration 1F (121045.650000 sec): 3 clusters
  Score: Raw -1301044.274097 + Penalty 3049.594887 = -1297994.679210
  nChanged 711
		SP:Iteration 2F (121045.850000 sec): 3 clusters
  Score: Raw -1301339.067487 + Penalty 3049.594887 = -1298289.472600
  nChanged 652
		SP:Iteration 3F (121046.060000 sec): 3 clusters
  Score: Raw -1301620.700350 + Penalty 3049.594887 = -1298571.105464
  nChanged 594
		SP:Iteration 4Q (121046.300000 sec): 3 clusters
  Score: Raw -1301908.206806 + Penalty 3049.594887 = -1298858.611919
  nChanged 608
		SP:Iteration 5F (121046.560000 sec): 3 clusters
  Score: Raw -1302212.731872 + Penalty 3049.594887 = -1299163.136985
  nChanged 612
		SP:Iteration 6F (121046.780000 sec): 3 clusters
  Score: Raw -1302524.106550 + Penalty 3049.594887 = -1299474.511664
  nChanged 589
		SP:Iteration 7Q (121047.020000 sec): 3 clusters
  Score: Raw -1302864.521000 + Penalty 3049.594887 = -1299814.926113
  nChanged 570
		SP:Iteration 8Q (121047.250000 sec): 3 clusters
  Score: Raw -1303223.638850 + Penalty 3049.594887 = -1300174.043964
  nChanged 574
		SP:Iteration 9Q (121047.480000 sec): 3 clusters
  Score: Raw -1303611.126797 + Penalty 3049.594887 = -1300561.531910
  nChanged 512
		SP:Iteration 10Q (121047.730000 sec): 3 clusters
  Score: Raw -1303933.126847 + Penalty 3049.594887 = -1300883.531961
  nChanged 419
		SP:Iteration 11Q (121047.950000 sec): 3 clusters
  Score: Raw -1304198.940215 + Penalty 3049.594887 = -1301149.345328
  nChanged 347
		SP:Iteration 12Q (121048.190000 sec): 3 clusters
  Score: Raw -1304422.819171 + Penalty 3049.594887 = -1301373.224284
  nChanged 313
		SP:Iteration 13Q (121048.410000 sec): 3 clusters
  Score: Raw -1304633.992856 + Penalty 3049.594887 = -1301584.397970
  nChanged 267
		SP:Iteration 14Q (121048.640000 sec): 3 clusters
  Score: Raw -1304805.746248 + Penalty 3049.594887 = -1301756.151362
  nChanged 200
		SP:Iteration 15Q (121048.860000 sec): 3 clusters
  Score: Raw -1304938.494482 + Penalty 3049.594887 = -1301888.899595
  nChanged 156
		SP:Iteration 16Q (121049.040000 sec): 3 clusters
  Score: Raw -1305048.374096 + Penalty 3049.594887 = -1301998.779210
  nChanged 118
		SP:Iteration 17Q (121049.250000 sec): 3 clusters
  Score: Raw -1305114.878337 + Penalty 3049.594887 = -1302065.283451
  nChanged 86
		SP:Iteration 18Q (121049.460000 sec): 3 clusters
  Score: Raw -1305169.356033 + Penalty 3049.594887 = -1302119.761146
  nChanged 73
		SP:Iteration 19Q (121049.660000 sec): 3 clusters
  Score: Raw -1305215.714492 + Penalty 3049.594887 = -1302166.119605
  nChanged 67
		SP:Iteration 20F (121049.880000 sec): 3 clusters
  Score: Raw -1305248.466924 + Penalty 3049.594887 = -1302198.872038
  nChanged 49
		SP:Iteration 21Q (121050.120000 sec): 3 clusters
  Score: Raw -1305271.868524 + Penalty 3049.594887 = -1302222.273637
  nChanged 37
		SP:Iteration 22Q (121050.330000 sec): 3 clusters
  Score: Raw -1305286.184275 + Penalty 3049.594887 = -1302236.589388
  nChanged 27
		SP:Iteration 23Q (121050.530000 sec): 3 clusters
  Score: Raw -1305295.657753 + Penalty 3049.594887 = -1302246.062866
  nChanged 17
		SP:Iteration 24Q (121050.740000 sec): 3 clusters
  Score: Raw -1305303.033974 + Penalty 3049.594887 = -1302253.439088
  nChanged 11
		SP:Iteration 25Q (121050.980000 sec): 3 clusters
  Score: Raw -1305307.365796 + Penalty 3049.594887 = -1302257.770910
  nChanged 9
		SP:Iteration 26Q (121051.200000 sec): 3 clusters
  Score: Raw -1305311.336250 + Penalty 3049.594887 = -1302261.741364
  nChanged 9
		SP:Iteration 27Q (121051.380000 sec): 3 clusters
  Score: Raw -1305314.108106 + Penalty 3049.594887 = -1302264.513220
  nChanged 6
		SP:Iteration 28Q (121051.580000 sec): 3 clusters
  Score: Raw -1305315.667933 + Penalty 3049.594887 = -1302266.073047
  nChanged 7
		SP:Iteration 29Q (121051.780000 sec): 3 clusters
  Score: Raw -1305317.542794 + Penalty 3049.594887 = -1302267.947907
  nChanged 6
		SP:Iteration 30Q (121052.010000 sec): 3 clusters
  Score: Raw -1305319.971117 + Penalty 3049.594887 = -1302270.376230
  nChanged 7
		SP:Iteration 31Q (121052.200000 sec): 3 clusters
  Score: Raw -1305322.506190 + Penalty 3049.594887 = -1302272.911303
  nChanged 8
		SP:Iteration 32Q (121052.430000 sec): 3 clusters
  Score: Raw -1305324.929253 + Penalty 3049.594887 = -1302275.334366
  nChanged 4
		SP:Iteration 33Q (121052.660000 sec): 3 clusters
  Score: Raw -1305325.677937 + Penalty 3049.594887 = -1302276.083050
  nChanged 4
		SP:Iteration 34Q (121052.880000 sec): 3 clusters
  Score: Raw -1305327.560047 + Penalty 3049.594887 = -1302277.965160
  nChanged 3
		SP:Iteration 35Q (121053.140000 sec): 3 clusters
  Score: Raw -1305328.891140 + Penalty 3049.594887 = -1302279.296253
  nChanged 2
		SP:Iteration 36Q (121053.320000 sec): 3 clusters
  Score: Raw -1305329.602316 + Penalty 3049.594887 = -1302280.007430
  nChanged 1
		SP:Iteration 37Q (121053.530000 sec): 3 clusters
  Score: Raw -1305329.867971 + Penalty 3049.594887 = -1302280.273084
  nChanged 1
		SP:Iteration 38Q (121053.740000 sec): 3 clusters
  Score: Raw -1305330.088757 + Penalty 3049.594887 = -1302280.493870
  nChanged 2
		SP:Iteration 39Q (121053.930000 sec): 3 clusters
  Score: Raw -1305330.651161 + Penalty 3049.594887 = -1302281.056274
  nChanged 2
		SP:Iteration 40F (121054.090000 sec): 3 clusters
  Score: Raw -1305331.097383 + Penalty 3049.594887 = -1302281.502496
  nChanged 2
		SP:Iteration 41Q (121054.260000 sec): 3 clusters
  Score: Raw -1305332.069131 + Penalty 3049.594887 = -1302282.474244
  nChanged 3
		SP:Iteration 42Q (121054.480000 sec): 3 clusters
  Score: Raw -1305333.242503 + Penalty 3049.594887 = -1302283.647616
  nChanged 3
		SP:Iteration 43Q (121054.640000 sec): 3 clusters
  Score: Raw -1305333.888419 + Penalty 3049.594887 = -1302284.293532
  nChanged 1
		SP:Iteration 44Q (121054.880000 sec): 3 clusters
  Score: Raw -1305334.127414 + Penalty 3049.594887 = -1302284.532527
  nChanged 1
		SP:Iteration 45Q (121055.100000 sec): 3 clusters
  Score: Raw -1305334.496950 + Penalty 3049.594887 = -1302284.902063
  nChanged 1
		SP:Iteration 46Q (121055.330000 sec): 3 clusters
  Score: Raw -1305334.937455 + Penalty 3049.594887 = -1302285.342568
  nChanged 2
		SP:Iteration 47Q (121055.530000 sec): 3 clusters
  Score: Raw -1305335.464024 + Penalty 3049.594887 = -1302285.869137
  nChanged 1
		SP:Iteration 48Q (121055.740000 sec): 3 clusters
  Score: Raw -1305335.554872 + Penalty 3049.594887 = -1302285.959985
  nChanged 1
		SP:Iteration 49Q (121055.990000 sec): 3 clusters
  Score: Raw -1305335.715740 + Penalty 3049.594887 = -1302286.120853
  nChanged 0
		SP:Iteration 50F (121056.210000 sec): 3 clusters
  Score: Raw -1305335.715740 + Penalty 3049.594887 = -1302286.120853
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (100848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121056.830000 sec): 2 clusters
  Score: Raw -11101086.667102 + Penalty 1872.222578 = -11099214.444523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121057.560000 sec): 3 clusters
  Score: Raw -11035580.579006 + Penalty 3744.445156 = -11031836.133850
  nChanged 48337
		SP:Iteration 1F (121058.290000 sec): 3 clusters
  Score: Raw -11063711.947649 + Penalty 3744.445156 = -11059967.502493
  nChanged 4387
		SP:Iteration 2Q (121059.000000 sec): 3 clusters
  Score: Raw -11065216.395397 + Penalty 3744.445156 = -11061471.950240
  nChanged 5449
		SP:Iteration 3F (121059.700000 sec): 3 clusters
  Score: Raw -11067778.207788 + Penalty 3744.445156 = -11064033.762631
  nChanged 7050
		SP:Iteration 4F (121060.460000 sec): 3 clusters
  Score: Raw -11072249.071284 + Penalty 3744.445156 = -11068504.626127
  nChanged 8503
		SP:Iteration 5F (121061.190000 sec): 3 clusters
  Score: Raw -11079102.122570 + Penalty 3744.445156 = -11075357.677414
  nChanged 8800
		SP:Iteration 6F (121061.900000 sec): 3 clusters
  Score: Raw -11087394.007096 + Penalty 3744.445156 = -11083649.561940
  nChanged 7200
		SP:Iteration 7F (121062.610000 sec): 3 clusters
  Score: Raw -11094721.796235 + Penalty 3744.445156 = -11090977.351079
  nChanged 4188
		SP:Iteration 8Q (121063.390000 sec): 3 clusters
  Score: Raw -11098890.245696 + Penalty 3744.445156 = -11095145.800540
  nChanged 1760
		SP:Iteration 9Q (121064.070000 sec): 3 clusters
  Score: Raw -11100549.560440 + Penalty 3744.445156 = -11096805.115283
  nChanged 542
		SP:Iteration 10Q (121064.830000 sec): 3 clusters
  Score: Raw -11101023.029536 + Penalty 3744.445156 = -11097278.584380
  nChanged 156
		SP:Iteration 11Q (121065.480000 sec): 3 clusters
  Score: Raw -11101166.611004 + Penalty 3744.445156 = -11097422.165847
  nChanged 63
		SP:Iteration 12Q (121066.120000 sec): 3 clusters
  Score: Raw -11101223.782119 + Penalty 3744.445156 = -11097479.336963
  nChanged 32
		SP:Iteration 13Q (121066.750000 sec): 3 clusters
  Score: Raw -11101255.239628 + Penalty 3744.445156 = -11097510.794472
  nChanged 23
		SP:Iteration 14Q (121067.350000 sec): 3 clusters
  Score: Raw -11101277.687562 + Penalty 3744.445156 = -11097533.242406
  nChanged 20
		SP:Iteration 15Q (121067.980000 sec): 3 clusters
  Score: Raw -11101298.515782 + Penalty 3744.445156 = -11097554.070626
  nChanged 16
		SP:Iteration 16Q (121068.650000 sec): 3 clusters
  Score: Raw -11101314.591548 + Penalty 3744.445156 = -11097570.146391
  nChanged 6
		SP:Iteration 17Q (121069.370000 sec): 3 clusters
  Score: Raw -11101323.901380 + Penalty 3744.445156 = -11097579.456224
  nChanged 4
		SP:Iteration 18Q (121070.060000 sec): 3 clusters
  Score: Raw -11101328.351468 + Penalty 3744.445156 = -11097583.906312
  nChanged 4
		SP:Iteration 19Q (121070.750000 sec): 3 clusters
  Score: Raw -11101331.635253 + Penalty 3744.445156 = -11097587.190096
  nChanged 2
		SP:Iteration 20F (121071.430000 sec): 3 clusters
  Score: Raw -11101333.151075 + Penalty 3744.445156 = -11097588.705918
  nChanged 1
		SP:Iteration 21Q (121072.050000 sec): 3 clusters
  Score: Raw -11101333.760813 + Penalty 3744.445156 = -11097589.315657
  nChanged 0
		SP:Iteration 22F (121072.780000 sec): 3 clusters
  Score: Raw -11101333.760813 + Penalty 3744.445156 = -11097589.315657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121072.940000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121073.140000 sec): 3 clusters
  Score: Raw -110187.185888 + Penalty 2258.703348 = -107928.482540
  nChanged 331
		SP:Iteration 1F (121073.270000 sec): 3 clusters
  Score: Raw -110516.125748 + Penalty 2258.703348 = -108257.422400
  nChanged 91
		SP:Iteration 2F (121073.490000 sec): 3 clusters
  Score: Raw -110643.483986 + Penalty 2258.703348 = -108384.780638
  nChanged 61
		SP:Iteration 3F (121073.670000 sec): 3 clusters
  Score: Raw -110702.799023 + Penalty 2258.703348 = -108444.095675
  nChanged 35
		SP:Iteration 4Q (121073.810000 sec): 3 clusters
  Score: Raw -110752.464783 + Penalty 2258.703348 = -108493.761435
  nChanged 31
		SP:Iteration 5Q (121073.990000 sec): 3 clusters
  Score: Raw -110784.532671 + Penalty 2258.703348 = -108525.829323
  nChanged 35
		SP:Iteration 6Q (121074.180000 sec): 3 clusters
  Score: Raw -110824.180879 + Penalty 2258.703348 = -108565.477531
  nChanged 17
		SP:Iteration 7Q (121074.380000 sec): 3 clusters
  Score: Raw -110844.029512 + Penalty 2258.703348 = -108585.326165
  nChanged 17
		SP:Iteration 8Q (121074.580000 sec): 3 clusters
  Score: Raw -110864.228762 + Penalty 2258.703348 = -108605.525415
  nChanged 14
		SP:Iteration 9Q (121074.760000 sec): 3 clusters
  Score: Raw -110878.971220 + Penalty 2258.703348 = -108620.267872
  nChanged 11
		SP:Iteration 10Q (121074.930000 sec): 3 clusters
  Score: Raw -110886.325772 + Penalty 2258.703348 = -108627.622424
  nChanged 6
		SP:Iteration 11Q (121075.130000 sec): 3 clusters
  Score: Raw -110890.709201 + Penalty 2258.703348 = -108632.005853
  nChanged 5
		SP:Iteration 12Q (121075.300000 sec): 3 clusters
  Score: Raw -110892.841660 + Penalty 2258.703348 = -108634.138313
  nChanged 3
		SP:Iteration 13Q (121075.500000 sec): 3 clusters
  Score: Raw -110895.304818 + Penalty 2258.703348 = -108636.601470
  nChanged 1
		SP:Iteration 14Q (121075.680000 sec): 3 clusters
  Score: Raw -110895.874158 + Penalty 2258.703348 = -108637.170810
  nChanged 1
		SP:Iteration 15Q (121075.810000 sec): 3 clusters
  Score: Raw -110896.296757 + Penalty 2258.703348 = -108637.593410
  nChanged 0
		SP:Iteration 16F (121075.920000 sec): 3 clusters
  Score: Raw -110896.296757 + Penalty 2258.703348 = -108637.593410
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121076.050000 sec): 2 clusters
  Score: Raw -1328372.402364 + Penalty 1519.758603 = -1326852.643762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121076.280000 sec): 3 clusters
  Score: Raw -1321681.587167 + Penalty 3039.517205 = -1318642.069962
  nChanged 5031
		SP:Iteration 1F (121076.530000 sec): 3 clusters
  Score: Raw -1324336.802781 + Penalty 3039.517205 = -1321297.285576
  nChanged 602
		SP:Iteration 2F (121076.720000 sec): 3 clusters
  Score: Raw -1324543.630011 + Penalty 3039.517205 = -1321504.112806
  nChanged 501
		SP:Iteration 3Q (121076.940000 sec): 3 clusters
  Score: Raw -1324695.036955 + Penalty 3039.517205 = -1321655.519750
  nChanged 406
		SP:Iteration 4Q (121077.220000 sec): 3 clusters
  Score: Raw -1324797.403016 + Penalty 3039.517205 = -1321757.885811
  nChanged 310
		SP:Iteration 5Q (121077.390000 sec): 3 clusters
  Score: Raw -1324871.550375 + Penalty 3039.517205 = -1321832.033169
  nChanged 244
		SP:Iteration 6Q (121077.630000 sec): 3 clusters
  Score: Raw -1324930.006188 + Penalty 3039.517205 = -1321890.488983
  nChanged 222
		SP:Iteration 7Q (121077.880000 sec): 3 clusters
  Score: Raw -1324980.771040 + Penalty 3039.517205 = -1321941.253834
  nChanged 196
		SP:Iteration 8Q (121078.090000 sec): 3 clusters
  Score: Raw -1325024.438620 + Penalty 3039.517205 = -1321984.921415
  nChanged 215
		SP:Iteration 9Q (121078.340000 sec): 3 clusters
  Score: Raw -1325086.132546 + Penalty 3039.517205 = -1322046.615341
  nChanged 242
		SP:Iteration 10Q (121078.570000 sec): 3 clusters
  Score: Raw -1325157.688157 + Penalty 3039.517205 = -1322118.170952
  nChanged 277
		SP:Iteration 11Q (121078.750000 sec): 3 clusters
  Score: Raw -1325244.145206 + Penalty 3039.517205 = -1322204.628001
  nChanged 300
		SP:Iteration 12Q (121078.970000 sec): 3 clusters
  Score: Raw -1325349.561816 + Penalty 3039.517205 = -1322310.044610
  nChanged 351
		SP:Iteration 13Q (121079.150000 sec): 3 clusters
  Score: Raw -1325503.345387 + Penalty 3039.517205 = -1322463.828181
  nChanged 435
		SP:Iteration 14Q (121079.390000 sec): 3 clusters
  Score: Raw -1325730.331790 + Penalty 3039.517205 = -1322690.814585
  nChanged 540
		SP:Iteration 15Q (121079.660000 sec): 3 clusters
  Score: Raw -1326046.759105 + Penalty 3039.517205 = -1323007.241899
  nChanged 636
		SP:Iteration 16F (121079.860000 sec): 3 clusters
  Score: Raw -1326503.215675 + Penalty 3039.517205 = -1323463.698470
  nChanged 618
		SP:Iteration 17F (121080.140000 sec): 3 clusters
  Score: Raw -1327001.783694 + Penalty 3039.517205 = -1323962.266488
  nChanged 592
		SP:Iteration 18F (121080.320000 sec): 3 clusters
  Score: Raw -1327540.691308 + Penalty 3039.517205 = -1324501.174102
  nChanged 430
		SP:Iteration 19Q (121080.560000 sec): 3 clusters
  Score: Raw -1327939.471302 + Penalty 3039.517205 = -1324899.954096
  nChanged 266
		SP:Iteration 20F (121080.800000 sec): 3 clusters
  Score: Raw -1328185.697751 + Penalty 3039.517205 = -1325146.180546
  nChanged 146
		SP:Iteration 21Q (121080.980000 sec): 3 clusters
  Score: Raw -1328323.303882 + Penalty 3039.517205 = -1325283.786676
  nChanged 86
		SP:Iteration 22Q (121081.200000 sec): 3 clusters
  Score: Raw -1328414.992088 + Penalty 3039.517205 = -1325375.474883
  nChanged 53
		SP:Iteration 23Q (121081.390000 sec): 3 clusters
  Score: Raw -1328472.907248 + Penalty 3039.517205 = -1325433.390043
  nChanged 22
		SP:Iteration 24Q (121081.600000 sec): 3 clusters
  Score: Raw -1328497.326311 + Penalty 3039.517205 = -1325457.809106
  nChanged 18
		SP:Iteration 25Q (121081.820000 sec): 3 clusters
  Score: Raw -1328516.351918 + Penalty 3039.517205 = -1325476.834713
  nChanged 13
		SP:Iteration 26Q (121082.040000 sec): 3 clusters
  Score: Raw -1328529.320959 + Penalty 3039.517205 = -1325489.803754
  nChanged 11
		SP:Iteration 27Q (121082.240000 sec): 3 clusters
  Score: Raw -1328541.007297 + Penalty 3039.517205 = -1325501.490091
  nChanged 7
		SP:Iteration 28Q (121082.440000 sec): 3 clusters
  Score: Raw -1328548.285987 + Penalty 3039.517205 = -1325508.768781
  nChanged 5
		SP:Iteration 29Q (121082.700000 sec): 3 clusters
  Score: Raw -1328554.153623 + Penalty 3039.517205 = -1325514.636418
  nChanged 5
		SP:Iteration 30Q (121082.860000 sec): 3 clusters
  Score: Raw -1328558.965031 + Penalty 3039.517205 = -1325519.447826
  nChanged 6
		SP:Iteration 31Q (121083.100000 sec): 3 clusters
  Score: Raw -1328566.467504 + Penalty 3039.517205 = -1325526.950299
  nChanged 2
		SP:Iteration 32Q (121083.310000 sec): 3 clusters
  Score: Raw -1328567.822391 + Penalty 3039.517205 = -1325528.305186
  nChanged 2
		SP:Iteration 33Q (121083.570000 sec): 3 clusters
  Score: Raw -1328569.269520 + Penalty 3039.517205 = -1325529.752315
  nChanged 1
		SP:Iteration 34Q (121083.790000 sec): 3 clusters
  Score: Raw -1328570.835586 + Penalty 3039.517205 = -1325531.318381
  nChanged 0
		SP:Iteration 35F (121084.020000 sec): 3 clusters
  Score: Raw -1328570.835586 + Penalty 3039.517205 = -1325531.318381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121084.190000 sec): 2 clusters
  Score: Raw -2595775.889833 + Penalty 1636.501761 = -2594139.388072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121084.480000 sec): 3 clusters
  Score: Raw -2581270.486024 + Penalty 3273.003523 = -2577997.482502
  nChanged 10846
		SP:Iteration 1F (121084.800000 sec): 3 clusters
  Score: Raw -2587258.928494 + Penalty 3273.003523 = -2583985.924971
  nChanged 1260
		SP:Iteration 2F (121085.100000 sec): 3 clusters
  Score: Raw -2587843.789851 + Penalty 3273.003523 = -2584570.786328
  nChanged 1511
		SP:Iteration 3F (121085.380000 sec): 3 clusters
  Score: Raw -2588739.758538 + Penalty 3273.003523 = -2585466.755016
  nChanged 1767
		SP:Iteration 4F (121085.720000 sec): 3 clusters
  Score: Raw -2589989.632488 + Penalty 3273.003523 = -2586716.628965
  nChanged 1944
		SP:Iteration 5F (121085.980000 sec): 3 clusters
  Score: Raw -2591606.593979 + Penalty 3273.003523 = -2588333.590456
  nChanged 1789
		SP:Iteration 6F (121086.240000 sec): 3 clusters
  Score: Raw -2593175.241543 + Penalty 3273.003523 = -2589902.238021
  nChanged 1357
		SP:Iteration 7F (121086.520000 sec): 3 clusters
  Score: Raw -2594322.320498 + Penalty 3273.003523 = -2591049.316975
  nChanged 869
		SP:Iteration 8Q (121086.820000 sec): 3 clusters
  Score: Raw -2595100.546262 + Penalty 3273.003523 = -2591827.542739
  nChanged 540
		SP:Iteration 9Q (121087.120000 sec): 3 clusters
  Score: Raw -2595610.162386 + Penalty 3273.003523 = -2592337.158863
  nChanged 287
		SP:Iteration 10Q (121087.420000 sec): 3 clusters
  Score: Raw -2595876.165640 + Penalty 3273.003523 = -2592603.162117
  nChanged 142
		SP:Iteration 11Q (121087.720000 sec): 3 clusters
  Score: Raw -2596011.842176 + Penalty 3273.003523 = -2592738.838653
  nChanged 64
		SP:Iteration 12Q (121088.000000 sec): 3 clusters
  Score: Raw -2596088.687282 + Penalty 3273.003523 = -2592815.683759
  nChanged 39
		SP:Iteration 13Q (121088.290000 sec): 3 clusters
  Score: Raw -2596135.846139 + Penalty 3273.003523 = -2592862.842616
  nChanged 40
		SP:Iteration 14Q (121088.550000 sec): 3 clusters
  Score: Raw -2596180.255381 + Penalty 3273.003523 = -2592907.251858
  nChanged 18
		SP:Iteration 15Q (121088.810000 sec): 3 clusters
  Score: Raw -2596199.555253 + Penalty 3273.003523 = -2592926.551730
  nChanged 16
		SP:Iteration 16Q (121089.090000 sec): 3 clusters
  Score: Raw -2596217.880377 + Penalty 3273.003523 = -2592944.876854
  nChanged 20
		SP:Iteration 17Q (121089.410000 sec): 3 clusters
  Score: Raw -2596239.454831 + Penalty 3273.003523 = -2592966.451308
  nChanged 13
		SP:Iteration 18Q (121089.670000 sec): 3 clusters
  Score: Raw -2596256.259811 + Penalty 3273.003523 = -2592983.256288
  nChanged 13
		SP:Iteration 19Q (121089.940000 sec): 3 clusters
  Score: Raw -2596267.256655 + Penalty 3273.003523 = -2592994.253133
  nChanged 8
		SP:Iteration 20F (121090.250000 sec): 3 clusters
  Score: Raw -2596276.249772 + Penalty 3273.003523 = -2593003.246249
  nChanged 8
		SP:Iteration 21Q (121090.520000 sec): 3 clusters
  Score: Raw -2596288.315378 + Penalty 3273.003523 = -2593015.311855
  nChanged 7
		SP:Iteration 22Q (121090.750000 sec): 3 clusters
  Score: Raw -2596299.909401 + Penalty 3273.003523 = -2593026.905878
  nChanged 10
		SP:Iteration 23Q (121091.040000 sec): 3 clusters
  Score: Raw -2596318.682979 + Penalty 3273.003523 = -2593045.679456
  nChanged 11
		SP:Iteration 24Q (121091.360000 sec): 3 clusters
  Score: Raw -2596332.098814 + Penalty 3273.003523 = -2593059.095291
  nChanged 9
		SP:Iteration 25Q (121091.670000 sec): 3 clusters
  Score: Raw -2596342.094826 + Penalty 3273.003523 = -2593069.091303
  nChanged 10
		SP:Iteration 26Q (121091.930000 sec): 3 clusters
  Score: Raw -2596355.836979 + Penalty 3273.003523 = -2593082.833456
  nChanged 10
		SP:Iteration 27Q (121092.250000 sec): 3 clusters
  Score: Raw -2596365.464428 + Penalty 3273.003523 = -2593092.460905
  nChanged 7
		SP:Iteration 28Q (121092.490000 sec): 3 clusters
  Score: Raw -2596371.844275 + Penalty 3273.003523 = -2593098.840752
  nChanged 5
		SP:Iteration 29Q (121092.770000 sec): 3 clusters
  Score: Raw -2596376.367061 + Penalty 3273.003523 = -2593103.363539
  nChanged 4
		SP:Iteration 30Q (121093.050000 sec): 3 clusters
  Score: Raw -2596380.724285 + Penalty 3273.003523 = -2593107.720762
  nChanged 3
		SP:Iteration 31Q (121093.320000 sec): 3 clusters
  Score: Raw -2596384.181544 + Penalty 3273.003523 = -2593111.178021
  nChanged 1
		SP:Iteration 32Q (121093.620000 sec): 3 clusters
  Score: Raw -2596385.658507 + Penalty 3273.003523 = -2593112.654984
  nChanged 2
		SP:Iteration 33Q (121093.920000 sec): 3 clusters
  Score: Raw -2596388.020037 + Penalty 3273.003523 = -2593115.016514
  nChanged 0
		SP:Iteration 34F (121094.230000 sec): 3 clusters
  Score: Raw -2596388.020037 + Penalty 3273.003523 = -2593115.016514
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121094.350000 sec): 2 clusters
  Score: Raw -851135.478515 + Penalty 1454.840423 = -849680.638092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121094.570000 sec): 3 clusters
  Score: Raw -846900.580165 + Penalty 2909.680846 = -843990.899319
  nChanged 3278
		SP:Iteration 1F (121094.780000 sec): 3 clusters
  Score: Raw -848698.441754 + Penalty 2909.680846 = -845788.760908
  nChanged 515
		SP:Iteration 2F (121094.990000 sec): 3 clusters
  Score: Raw -848999.523078 + Penalty 2909.680846 = -846089.842232
  nChanged 509
		SP:Iteration 3F (121095.230000 sec): 3 clusters
  Score: Raw -849378.840746 + Penalty 2909.680846 = -846469.159900
  nChanged 589
		SP:Iteration 4F (121095.460000 sec): 3 clusters
  Score: Raw -849927.167316 + Penalty 2909.680846 = -847017.486470
  nChanged 600
		SP:Iteration 5F (121095.670000 sec): 3 clusters
  Score: Raw -850492.265867 + Penalty 2909.680846 = -847582.585021
  nChanged 530
		SP:Iteration 6F (121095.850000 sec): 3 clusters
  Score: Raw -850906.260129 + Penalty 2909.680846 = -847996.579283
  nChanged 377
		SP:Iteration 7Q (121095.980000 sec): 3 clusters
  Score: Raw -851132.486863 + Penalty 2909.680846 = -848222.806017
  nChanged 257
		SP:Iteration 8Q (121096.220000 sec): 3 clusters
  Score: Raw -851249.353124 + Penalty 2909.680846 = -848339.672278
  nChanged 172
		SP:Iteration 9Q (121096.400000 sec): 3 clusters
  Score: Raw -851313.487463 + Penalty 2909.680846 = -848403.806617
  nChanged 126
		SP:Iteration 10Q (121096.640000 sec): 3 clusters
  Score: Raw -851358.358385 + Penalty 2909.680846 = -848448.677539
  nChanged 92
		SP:Iteration 11Q (121096.840000 sec): 3 clusters
  Score: Raw -851384.718172 + Penalty 2909.680846 = -848475.037326
  nChanged 65
		SP:Iteration 12Q (121097.040000 sec): 3 clusters
  Score: Raw -851403.081220 + Penalty 2909.680846 = -848493.400374
  nChanged 38
		SP:Iteration 13Q (121097.210000 sec): 3 clusters
  Score: Raw -851411.728515 + Penalty 2909.680846 = -848502.047669
  nChanged 25
		SP:Iteration 14Q (121097.400000 sec): 3 clusters
  Score: Raw -851415.894871 + Penalty 2909.680846 = -848506.214025
  nChanged 13
		SP:Iteration 15Q (121097.630000 sec): 3 clusters
  Score: Raw -851418.445368 + Penalty 2909.680846 = -848508.764522
  nChanged 11
		SP:Iteration 16Q (121097.810000 sec): 3 clusters
  Score: Raw -851420.354663 + Penalty 2909.680846 = -848510.673817
  nChanged 6
		SP:Iteration 17Q (121097.990000 sec): 3 clusters
  Score: Raw -851421.384856 + Penalty 2909.680846 = -848511.704010
  nChanged 7
		SP:Iteration 18Q (121098.190000 sec): 3 clusters
  Score: Raw -851422.968832 + Penalty 2909.680846 = -848513.287986
  nChanged 8
		SP:Iteration 19Q (121098.370000 sec): 3 clusters
  Score: Raw -851424.419260 + Penalty 2909.680846 = -848514.738414
  nChanged 7
		SP:Iteration 20F (121098.630000 sec): 3 clusters
  Score: Raw -851425.586075 + Penalty 2909.680846 = -848515.905229
  nChanged 5
		SP:Iteration 21Q (121098.790000 sec): 3 clusters
  Score: Raw -851426.245746 + Penalty 2909.680846 = -848516.564900
  nChanged 4
		SP:Iteration 22Q (121099.010000 sec): 3 clusters
  Score: Raw -851426.787516 + Penalty 2909.680846 = -848517.106670
  nChanged 6
		SP:Iteration 23Q (121099.210000 sec): 3 clusters
  Score: Raw -851428.081233 + Penalty 2909.680846 = -848518.400387
  nChanged 4
		SP:Iteration 24Q (121099.440000 sec): 3 clusters
  Score: Raw -851428.833878 + Penalty 2909.680846 = -848519.153032
  nChanged 4
		SP:Iteration 25Q (121099.640000 sec): 3 clusters
  Score: Raw -851429.337166 + Penalty 2909.680846 = -848519.656320
  nChanged 4
		SP:Iteration 26Q (121099.830000 sec): 3 clusters
  Score: Raw -851429.601005 + Penalty 2909.680846 = -848519.920159
  nChanged 4
		SP:Iteration 27Q (121100.030000 sec): 3 clusters
  Score: Raw -851430.243090 + Penalty 2909.680846 = -848520.562244
  nChanged 5
		SP:Iteration 28Q (121100.240000 sec): 3 clusters
  Score: Raw -851430.686361 + Penalty 2909.680846 = -848521.005515
  nChanged 1
		SP:Iteration 29Q (121100.470000 sec): 3 clusters
  Score: Raw -851430.865302 + Penalty 2909.680846 = -848521.184456
  nChanged 1
		SP:Iteration 30Q (121100.670000 sec): 3 clusters
  Score: Raw -851431.094018 + Penalty 2909.680846 = -848521.413172
  nChanged 0
		SP:Iteration 31F (121100.860000 sec): 3 clusters
  Score: Raw -851431.094018 + Penalty 2909.680846 = -848521.413172
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (11352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121101.020000 sec): 2 clusters
  Score: Raw -1230596.334339 + Penalty 1517.286748 = -1229079.047591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121101.230000 sec): 3 clusters
  Score: Raw -1224051.631286 + Penalty 3034.573496 = -1221017.057790
  nChanged 5016
		SP:Iteration 1F (121101.490000 sec): 3 clusters
  Score: Raw -1226666.968895 + Penalty 3034.573496 = -1223632.395398
  nChanged 635
		SP:Iteration 2F (121101.720000 sec): 3 clusters
  Score: Raw -1226958.353794 + Penalty 3034.573496 = -1223923.780298
  nChanged 604
		SP:Iteration 3F (121101.960000 sec): 3 clusters
  Score: Raw -1227227.496527 + Penalty 3034.573496 = -1224192.923030
  nChanged 542
		SP:Iteration 4Q (121102.220000 sec): 3 clusters
  Score: Raw -1227461.487662 + Penalty 3034.573496 = -1224426.914166
  nChanged 487
		SP:Iteration 5Q (121102.440000 sec): 3 clusters
  Score: Raw -1227681.665496 + Penalty 3034.573496 = -1224647.092000
  nChanged 500
		SP:Iteration 6Q (121102.650000 sec): 3 clusters
  Score: Raw -1227934.890161 + Penalty 3034.573496 = -1224900.316665
  nChanged 504
		SP:Iteration 7Q (121102.870000 sec): 3 clusters
  Score: Raw -1228247.792666 + Penalty 3034.573496 = -1225213.219169
  nChanged 561
		SP:Iteration 8Q (121103.110000 sec): 3 clusters
  Score: Raw -1228653.864487 + Penalty 3034.573496 = -1225619.290991
  nChanged 594
		SP:Iteration 9F (121103.330000 sec): 3 clusters
  Score: Raw -1229113.692403 + Penalty 3034.573496 = -1226079.118907
  nChanged 537
		SP:Iteration 10Q (121103.560000 sec): 3 clusters
  Score: Raw -1229544.590796 + Penalty 3034.573496 = -1226510.017299
  nChanged 435
		SP:Iteration 11Q (121103.830000 sec): 3 clusters
  Score: Raw -1229899.813198 + Penalty 3034.573496 = -1226865.239702
  nChanged 327
		SP:Iteration 12Q (121104.040000 sec): 3 clusters
  Score: Raw -1230177.000760 + Penalty 3034.573496 = -1227142.427263
  nChanged 233
		SP:Iteration 13Q (121104.220000 sec): 3 clusters
  Score: Raw -1230370.102409 + Penalty 3034.573496 = -1227335.528913
  nChanged 145
		SP:Iteration 14Q (121104.450000 sec): 3 clusters
  Score: Raw -1230494.461425 + Penalty 3034.573496 = -1227459.887929
  nChanged 113
		SP:Iteration 15Q (121104.710000 sec): 3 clusters
  Score: Raw -1230591.066571 + Penalty 3034.573496 = -1227556.493074
  nChanged 77
		SP:Iteration 16Q (121104.880000 sec): 3 clusters
  Score: Raw -1230659.252749 + Penalty 3034.573496 = -1227624.679253
  nChanged 59
		SP:Iteration 17Q (121105.110000 sec): 3 clusters
  Score: Raw -1230710.793974 + Penalty 3034.573496 = -1227676.220477
  nChanged 41
		SP:Iteration 18Q (121105.340000 sec): 3 clusters
  Score: Raw -1230743.018230 + Penalty 3034.573496 = -1227708.444734
  nChanged 29
		SP:Iteration 19Q (121105.560000 sec): 3 clusters
  Score: Raw -1230763.265888 + Penalty 3034.573496 = -1227728.692391
  nChanged 13
		SP:Iteration 20F (121105.770000 sec): 3 clusters
  Score: Raw -1230769.441666 + Penalty 3034.573496 = -1227734.868170
  nChanged 5
		SP:Iteration 21Q (121105.950000 sec): 3 clusters
  Score: Raw -1230772.851883 + Penalty 3034.573496 = -1227738.278387
  nChanged 6
		SP:Iteration 22Q (121106.140000 sec): 3 clusters
  Score: Raw -1230778.847283 + Penalty 3034.573496 = -1227744.273786
  nChanged 5
		SP:Iteration 23Q (121106.300000 sec): 3 clusters
  Score: Raw -1230783.178887 + Penalty 3034.573496 = -1227748.605391
  nChanged 7
		SP:Iteration 24Q (121106.460000 sec): 3 clusters
  Score: Raw -1230788.659195 + Penalty 3034.573496 = -1227754.085699
  nChanged 7
		SP:Iteration 25Q (121106.640000 sec): 3 clusters
  Score: Raw -1230793.489103 + Penalty 3034.573496 = -1227758.915606
  nChanged 5
		SP:Iteration 26Q (121106.840000 sec): 3 clusters
  Score: Raw -1230800.217840 + Penalty 3034.573496 = -1227765.644344
  nChanged 8
		SP:Iteration 27Q (121107.040000 sec): 3 clusters
  Score: Raw -1230809.905691 + Penalty 3034.573496 = -1227775.332195
  nChanged 9
		SP:Iteration 28Q (121107.190000 sec): 3 clusters
  Score: Raw -1230816.764373 + Penalty 3034.573496 = -1227782.190877
  nChanged 9
		SP:Iteration 29Q (121107.380000 sec): 3 clusters
  Score: Raw -1230825.590365 + Penalty 3034.573496 = -1227791.016869
  nChanged 9
		SP:Iteration 30Q (121107.600000 sec): 3 clusters
  Score: Raw -1230833.296338 + Penalty 3034.573496 = -1227798.722842
  nChanged 4
		SP:Iteration 31Q (121107.820000 sec): 3 clusters
  Score: Raw -1230836.945229 + Penalty 3034.573496 = -1227802.371733
  nChanged 2
		SP:Iteration 32Q (121108.080000 sec): 3 clusters
  Score: Raw -1230840.113235 + Penalty 3034.573496 = -1227805.539739
  nChanged 3
		SP:Iteration 33Q (121108.290000 sec): 3 clusters
  Score: Raw -1230842.908632 + Penalty 3034.573496 = -1227808.335136
  nChanged 2
		SP:Iteration 34Q (121108.510000 sec): 3 clusters
  Score: Raw -1230843.907742 + Penalty 3034.573496 = -1227809.334246
  nChanged 1
		SP:Iteration 35Q (121108.720000 sec): 3 clusters
  Score: Raw -1230844.708073 + Penalty 3034.573496 = -1227810.134577
  nChanged 2
		SP:Iteration 36Q (121108.930000 sec): 3 clusters
  Score: Raw -1230846.083659 + Penalty 3034.573496 = -1227811.510163
  nChanged 1
		SP:Iteration 37Q (121109.190000 sec): 3 clusters
  Score: Raw -1230846.454582 + Penalty 3034.573496 = -1227811.881085
  nChanged 1
		SP:Iteration 38Q (121109.380000 sec): 3 clusters
  Score: Raw -1230846.951355 + Penalty 3034.573496 = -1227812.377859
  nChanged 0
		SP:Iteration 39F (121109.620000 sec): 3 clusters
  Score: Raw -1230846.951355 + Penalty 3034.573496 = -1227812.377859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121109.730000 sec): 2 clusters
  Score: Raw -760947.717023 + Penalty 1436.688334 = -759511.028689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121109.950000 sec): 3 clusters
  Score: Raw -757165.489291 + Penalty 2873.376667 = -754292.112624
  nChanged 2957
		SP:Iteration 1F (121110.140000 sec): 3 clusters
  Score: Raw -758722.336982 + Penalty 2873.376667 = -755848.960315
  nChanged 404
		SP:Iteration 2F (121110.320000 sec): 3 clusters
  Score: Raw -758909.214188 + Penalty 2873.376667 = -756035.837521
  nChanged 339
		SP:Iteration 3Q (121110.530000 sec): 3 clusters
  Score: Raw -759079.482683 + Penalty 2873.376667 = -756206.106015
  nChanged 346
		SP:Iteration 4F (121110.710000 sec): 3 clusters
  Score: Raw -759277.023652 + Penalty 2873.376667 = -756403.646985
  nChanged 365
		SP:Iteration 5F (121110.880000 sec): 3 clusters
  Score: Raw -759512.007523 + Penalty 2873.376667 = -756638.630856
  nChanged 373
		SP:Iteration 6F (121111.130000 sec): 3 clusters
  Score: Raw -759774.365547 + Penalty 2873.376667 = -756900.988880
  nChanged 412
		SP:Iteration 7F (121111.300000 sec): 3 clusters
  Score: Raw -760064.088581 + Penalty 2873.376667 = -757190.711914
  nChanged 368
		SP:Iteration 8F (121111.460000 sec): 3 clusters
  Score: Raw -760307.537144 + Penalty 2873.376667 = -757434.160477
  nChanged 321
		SP:Iteration 9Q (121111.600000 sec): 3 clusters
  Score: Raw -760527.720890 + Penalty 2873.376667 = -757654.344223
  nChanged 276
		SP:Iteration 10Q (121111.810000 sec): 3 clusters
  Score: Raw -760688.132387 + Penalty 2873.376667 = -757814.755720
  nChanged 242
		SP:Iteration 11Q (121112.010000 sec): 3 clusters
  Score: Raw -760802.265303 + Penalty 2873.376667 = -757928.888636
  nChanged 191
		SP:Iteration 12Q (121112.170000 sec): 3 clusters
  Score: Raw -760870.765993 + Penalty 2873.376667 = -757997.389326
  nChanged 125
		SP:Iteration 13Q (121112.400000 sec): 3 clusters
  Score: Raw -760903.606802 + Penalty 2873.376667 = -758030.230135
  nChanged 69
		SP:Iteration 14Q (121112.550000 sec): 3 clusters
  Score: Raw -760919.140417 + Penalty 2873.376667 = -758045.763750
  nChanged 52
		SP:Iteration 15Q (121112.700000 sec): 3 clusters
  Score: Raw -760930.693102 + Penalty 2873.376667 = -758057.316435
  nChanged 36
		SP:Iteration 16Q (121112.800000 sec): 3 clusters
  Score: Raw -760937.405030 + Penalty 2873.376667 = -758064.028363
  nChanged 23
		SP:Iteration 17Q (121112.940000 sec): 3 clusters
  Score: Raw -760942.057052 + Penalty 2873.376667 = -758068.680384
  nChanged 16
		SP:Iteration 18Q (121113.050000 sec): 3 clusters
  Score: Raw -760945.035425 + Penalty 2873.376667 = -758071.658758
  nChanged 14
		SP:Iteration 19Q (121113.210000 sec): 3 clusters
  Score: Raw -760948.031630 + Penalty 2873.376667 = -758074.654963
  nChanged 19
		SP:Iteration 20F (121113.350000 sec): 3 clusters
  Score: Raw -760952.307064 + Penalty 2873.376667 = -758078.930397
  nChanged 18
		SP:Iteration 21Q (121113.530000 sec): 3 clusters
  Score: Raw -760954.984027 + Penalty 2873.376667 = -758081.607360
  nChanged 12
		SP:Iteration 22Q (121113.720000 sec): 3 clusters
  Score: Raw -760957.241637 + Penalty 2873.376667 = -758083.864970
  nChanged 13
		SP:Iteration 23Q (121113.870000 sec): 3 clusters
  Score: Raw -760958.961500 + Penalty 2873.376667 = -758085.584833
  nChanged 10
		SP:Iteration 24Q (121114.020000 sec): 3 clusters
  Score: Raw -760960.394946 + Penalty 2873.376667 = -758087.018279
  nChanged 9
		SP:Iteration 25Q (121114.220000 sec): 3 clusters
  Score: Raw -760961.563015 + Penalty 2873.376667 = -758088.186348
  nChanged 10
		SP:Iteration 26Q (121114.350000 sec): 3 clusters
  Score: Raw -760962.687420 + Penalty 2873.376667 = -758089.310753
  nChanged 5
		SP:Iteration 27Q (121114.490000 sec): 3 clusters
  Score: Raw -760963.219155 + Penalty 2873.376667 = -758089.842488
  nChanged 6
		SP:Iteration 28Q (121114.680000 sec): 3 clusters
  Score: Raw -760963.939000 + Penalty 2873.376667 = -758090.562332
  nChanged 2
		SP:Iteration 29Q (121114.850000 sec): 3 clusters
  Score: Raw -760964.306392 + Penalty 2873.376667 = -758090.929725
  nChanged 2
		SP:Iteration 30Q (121115.030000 sec): 3 clusters
  Score: Raw -760964.607352 + Penalty 2873.376667 = -758091.230685
  nChanged 1
		SP:Iteration 31Q (121115.240000 sec): 3 clusters
  Score: Raw -760964.788541 + Penalty 2873.376667 = -758091.411874
  nChanged 3
		SP:Iteration 32Q (121115.400000 sec): 3 clusters
  Score: Raw -760965.188083 + Penalty 2873.376667 = -758091.811416
  nChanged 2
		SP:Iteration 33Q (121115.610000 sec): 3 clusters
  Score: Raw -760965.424890 + Penalty 2873.376667 = -758092.048223
  nChanged 1
		SP:Iteration 34Q (121115.830000 sec): 3 clusters
  Score: Raw -760965.491393 + Penalty 2873.376667 = -758092.114725
  nChanged 0
		SP:Iteration 35F (121116.020000 sec): 3 clusters
  Score: Raw -760965.491393 + Penalty 2873.376667 = -758092.114725
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121116.100000 sec): 2 clusters
  Score: Raw -62350.988840 + Penalty 1039.771677 = -61311.217163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121116.290000 sec): 3 clusters
  Score: Raw -62244.248235 + Penalty 2079.543354 = -60164.704881
  nChanged 157
		SP:Iteration 1F (121116.480000 sec): 3 clusters
  Score: Raw -62448.648805 + Penalty 2079.543354 = -60369.105451
  nChanged 38
		SP:Iteration 2F (121116.680000 sec): 3 clusters
  Score: Raw -62521.324011 + Penalty 2079.543354 = -60441.780658
  nChanged 23
		SP:Iteration 3Q (121116.830000 sec): 3 clusters
  Score: Raw -62556.895291 + Penalty 2079.543354 = -60477.351937
  nChanged 14
		SP:Iteration 4Q (121117.040000 sec): 3 clusters
  Score: Raw -62590.663735 + Penalty 2079.543354 = -60511.120382
  nChanged 17
		SP:Iteration 5Q (121117.230000 sec): 3 clusters
  Score: Raw -62613.723540 + Penalty 2079.543354 = -60534.180187
  nChanged 8
		SP:Iteration 6Q (121117.380000 sec): 3 clusters
  Score: Raw -62631.383059 + Penalty 2079.543354 = -60551.839705
  nChanged 10
		SP:Iteration 7Q (121117.570000 sec): 3 clusters
  Score: Raw -62662.485303 + Penalty 2079.543354 = -60582.941949
  nChanged 10
		SP:Iteration 8Q (121117.740000 sec): 3 clusters
  Score: Raw -62682.971824 + Penalty 2079.543354 = -60603.428470
  nChanged 8
		SP:Iteration 9Q (121117.870000 sec): 3 clusters
  Score: Raw -62697.466904 + Penalty 2079.543354 = -60617.923550
  nChanged 4
		SP:Iteration 10Q (121118.040000 sec): 3 clusters
  Score: Raw -62704.113277 + Penalty 2079.543354 = -60624.569923
  nChanged 2
		SP:Iteration 11Q (121118.100000 sec): 3 clusters
  Score: Raw -62706.377893 + Penalty 2079.543354 = -60626.834539
  nChanged 1
		SP:Iteration 12Q (121118.210000 sec): 3 clusters
  Score: Raw -62706.840702 + Penalty 2079.543354 = -60627.297348
  nChanged 1
		SP:Iteration 13Q (121118.330000 sec): 3 clusters
  Score: Raw -62707.502927 + Penalty 2079.543354 = -60627.959574
  nChanged 0
		SP:Iteration 14F (121118.440000 sec): 3 clusters
  Score: Raw -62707.502927 + Penalty 2079.543354 = -60627.959574
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121118.600000 sec): 2 clusters
  Score: Raw -1271910.478133 + Penalty 1520.980571 = -1270389.497562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121118.860000 sec): 3 clusters
  Score: Raw -1265196.872252 + Penalty 3041.961143 = -1262154.911109
  nChanged 5148
		SP:Iteration 1F (121119.070000 sec): 3 clusters
  Score: Raw -1267954.376377 + Penalty 3041.961143 = -1264912.415234
  nChanged 744
		SP:Iteration 2F (121119.300000 sec): 3 clusters
  Score: Raw -1268315.672217 + Penalty 3041.961143 = -1265273.711074
  nChanged 654
		SP:Iteration 3F (121119.570000 sec): 3 clusters
  Score: Raw -1268678.332199 + Penalty 3041.961143 = -1265636.371056
  nChanged 671
		SP:Iteration 4F (121119.740000 sec): 3 clusters
  Score: Raw -1269158.530136 + Penalty 3041.961143 = -1266116.568993
  nChanged 747
		SP:Iteration 5F (121119.960000 sec): 3 clusters
  Score: Raw -1269659.544834 + Penalty 3041.961143 = -1266617.583691
  nChanged 765
		SP:Iteration 6F (121120.200000 sec): 3 clusters
  Score: Raw -1270162.169696 + Penalty 3041.961143 = -1267120.208554
  nChanged 668
		SP:Iteration 7F (121120.430000 sec): 3 clusters
  Score: Raw -1270577.785843 + Penalty 3041.961143 = -1267535.824700
  nChanged 630
		SP:Iteration 8F (121120.690000 sec): 3 clusters
  Score: Raw -1270916.352590 + Penalty 3041.961143 = -1267874.391447
  nChanged 469
		SP:Iteration 9Q (121120.900000 sec): 3 clusters
  Score: Raw -1271143.687999 + Penalty 3041.961143 = -1268101.726856
  nChanged 397
		SP:Iteration 10Q (121121.180000 sec): 3 clusters
  Score: Raw -1271321.683544 + Penalty 3041.961143 = -1268279.722402
  nChanged 311
		SP:Iteration 11Q (121121.400000 sec): 3 clusters
  Score: Raw -1271445.614895 + Penalty 3041.961143 = -1268403.653752
  nChanged 250
		SP:Iteration 12Q (121121.620000 sec): 3 clusters
  Score: Raw -1271529.743121 + Penalty 3041.961143 = -1268487.781978
  nChanged 203
		SP:Iteration 13Q (121121.880000 sec): 3 clusters
  Score: Raw -1271597.240834 + Penalty 3041.961143 = -1268555.279691
  nChanged 179
		SP:Iteration 14Q (121122.060000 sec): 3 clusters
  Score: Raw -1271659.180926 + Penalty 3041.961143 = -1268617.219783
  nChanged 177
		SP:Iteration 15Q (121122.330000 sec): 3 clusters
  Score: Raw -1271724.180901 + Penalty 3041.961143 = -1268682.219758
  nChanged 155
		SP:Iteration 16Q (121122.580000 sec): 3 clusters
  Score: Raw -1271779.371922 + Penalty 3041.961143 = -1268737.410779
  nChanged 160
		SP:Iteration 17Q (121122.800000 sec): 3 clusters
  Score: Raw -1271835.141586 + Penalty 3041.961143 = -1268793.180444
  nChanged 151
		SP:Iteration 18Q (121123.010000 sec): 3 clusters
  Score: Raw -1271887.638400 + Penalty 3041.961143 = -1268845.677257
  nChanged 148
		SP:Iteration 19Q (121123.230000 sec): 3 clusters
  Score: Raw -1271943.373510 + Penalty 3041.961143 = -1268901.412367
  nChanged 150
		SP:Iteration 20F (121123.460000 sec): 3 clusters
  Score: Raw -1272008.049802 + Penalty 3041.961143 = -1268966.088659
  nChanged 141
		SP:Iteration 21Q (121123.700000 sec): 3 clusters
  Score: Raw -1272079.149248 + Penalty 3041.961143 = -1269037.188106
  nChanged 147
		SP:Iteration 22Q (121123.930000 sec): 3 clusters
  Score: Raw -1272145.307349 + Penalty 3041.961143 = -1269103.346206
  nChanged 135
		SP:Iteration 23Q (121124.160000 sec): 3 clusters
  Score: Raw -1272209.588636 + Penalty 3041.961143 = -1269167.627494
  nChanged 122
		SP:Iteration 24Q (121124.360000 sec): 3 clusters
  Score: Raw -1272270.187961 + Penalty 3041.961143 = -1269228.226818
  nChanged 102
		SP:Iteration 25Q (121124.650000 sec): 3 clusters
  Score: Raw -1272315.661463 + Penalty 3041.961143 = -1269273.700321
  nChanged 107
		SP:Iteration 26Q (121124.860000 sec): 3 clusters
  Score: Raw -1272368.822080 + Penalty 3041.961143 = -1269326.860938
  nChanged 105
		SP:Iteration 27Q (121125.020000 sec): 3 clusters
  Score: Raw -1272421.635623 + Penalty 3041.961143 = -1269379.674480
  nChanged 113
		SP:Iteration 28Q (121125.210000 sec): 3 clusters
  Score: Raw -1272483.756628 + Penalty 3041.961143 = -1269441.795485
  nChanged 106
		SP:Iteration 29Q (121125.490000 sec): 3 clusters
  Score: Raw -1272542.368996 + Penalty 3041.961143 = -1269500.407853
  nChanged 89
		SP:Iteration 30Q (121125.670000 sec): 3 clusters
  Score: Raw -1272588.142092 + Penalty 3041.961143 = -1269546.180949
  nChanged 69
		SP:Iteration 31Q (121125.930000 sec): 3 clusters
  Score: Raw -1272630.444910 + Penalty 3041.961143 = -1269588.483768
  nChanged 73
		SP:Iteration 32Q (121126.120000 sec): 3 clusters
  Score: Raw -1272671.197915 + Penalty 3041.961143 = -1269629.236772
  nChanged 61
		SP:Iteration 33Q (121126.420000 sec): 3 clusters
  Score: Raw -1272705.948684 + Penalty 3041.961143 = -1269663.987541
  nChanged 61
		SP:Iteration 34Q (121126.600000 sec): 3 clusters
  Score: Raw -1272737.121311 + Penalty 3041.961143 = -1269695.160168
  nChanged 39
		SP:Iteration 35Q (121126.840000 sec): 3 clusters
  Score: Raw -1272759.183540 + Penalty 3041.961143 = -1269717.222397
  nChanged 37
		SP:Iteration 36Q (121127.100000 sec): 3 clusters
  Score: Raw -1272778.483437 + Penalty 3041.961143 = -1269736.522294
  nChanged 30
		SP:Iteration 37Q (121127.290000 sec): 3 clusters
  Score: Raw -1272798.895384 + Penalty 3041.961143 = -1269756.934241
  nChanged 33
		SP:Iteration 38Q (121127.480000 sec): 3 clusters
  Score: Raw -1272814.167511 + Penalty 3041.961143 = -1269772.206368
  nChanged 26
		SP:Iteration 39Q (121127.700000 sec): 3 clusters
  Score: Raw -1272829.820928 + Penalty 3041.961143 = -1269787.859785
  nChanged 22
		SP:Iteration 40F (121127.920000 sec): 3 clusters
  Score: Raw -1272839.110231 + Penalty 3041.961143 = -1269797.149088
  nChanged 20
		SP:Iteration 41Q (121128.100000 sec): 3 clusters
  Score: Raw -1272849.076595 + Penalty 3041.961143 = -1269807.115452
  nChanged 17
		SP:Iteration 42Q (121128.280000 sec): 3 clusters
  Score: Raw -1272856.286507 + Penalty 3041.961143 = -1269814.325364
  nChanged 9
		SP:Iteration 43Q (121128.540000 sec): 3 clusters
  Score: Raw -1272859.684965 + Penalty 3041.961143 = -1269817.723823
  nChanged 10
		SP:Iteration 44Q (121128.750000 sec): 3 clusters
  Score: Raw -1272864.221729 + Penalty 3041.961143 = -1269822.260587
  nChanged 8
		SP:Iteration 45Q (121128.930000 sec): 3 clusters
  Score: Raw -1272867.628124 + Penalty 3041.961143 = -1269825.666982
  nChanged 6
		SP:Iteration 46Q (121129.140000 sec): 3 clusters
  Score: Raw -1272870.144945 + Penalty 3041.961143 = -1269828.183802
  nChanged 9
		SP:Iteration 47Q (121129.320000 sec): 3 clusters
  Score: Raw -1272872.991141 + Penalty 3041.961143 = -1269831.029998
  nChanged 2
		SP:Iteration 48Q (121129.590000 sec): 3 clusters
  Score: Raw -1272874.074702 + Penalty 3041.961143 = -1269832.113559
  nChanged 1
		SP:Iteration 49Q (121129.790000 sec): 3 clusters
  Score: Raw -1272874.614463 + Penalty 3041.961143 = -1269832.653320
  nChanged 2
		SP:Iteration 50Q (121129.990000 sec): 3 clusters
  Score: Raw -1272875.611912 + Penalty 3041.961143 = -1269833.650769
  nChanged 4
		SP:Iteration 51Q (121130.220000 sec): 3 clusters
  Score: Raw -1272878.219339 + Penalty 3041.961143 = -1269836.258197
  nChanged 7
		SP:Iteration 52Q (121130.400000 sec): 3 clusters
  Score: Raw -1272883.482490 + Penalty 3041.961143 = -1269841.521347
  nChanged 9
		SP:Iteration 53Q (121130.600000 sec): 3 clusters
  Score: Raw -1272890.184249 + Penalty 3041.961143 = -1269848.223106
  nChanged 7
		SP:Iteration 54Q (121130.790000 sec): 3 clusters
  Score: Raw -1272893.974701 + Penalty 3041.961143 = -1269852.013558
  nChanged 9
		SP:Iteration 55Q (121130.980000 sec): 3 clusters
  Score: Raw -1272898.988154 + Penalty 3041.961143 = -1269857.027011
  nChanged 8
		SP:Iteration 56Q (121131.120000 sec): 3 clusters
  Score: Raw -1272906.516065 + Penalty 3041.961143 = -1269864.554922
  nChanged 9
		SP:Iteration 57Q (121131.320000 sec): 3 clusters
  Score: Raw -1272910.681265 + Penalty 3041.961143 = -1269868.720122
  nChanged 2
		SP:Iteration 58Q (121131.570000 sec): 3 clusters
  Score: Raw -1272911.757395 + Penalty 3041.961143 = -1269869.796253
  nChanged 2
		SP:Iteration 59Q (121131.790000 sec): 3 clusters
  Score: Raw -1272913.027891 + Penalty 3041.961143 = -1269871.066749
  nChanged 2
		SP:Iteration 60F (121132.020000 sec): 3 clusters
  Score: Raw -1272914.014695 + Penalty 3041.961143 = -1269872.053553
  nChanged 6
		SP:Iteration 61Q (121132.230000 sec): 3 clusters
  Score: Raw -1272916.095157 + Penalty 3041.961143 = -1269874.134014
  nChanged 6
		SP:Iteration 62Q (121132.430000 sec): 3 clusters
  Score: Raw -1272918.873434 + Penalty 3041.961143 = -1269876.912292
  nChanged 3
		SP:Iteration 63Q (121132.640000 sec): 3 clusters
  Score: Raw -1272919.966695 + Penalty 3041.961143 = -1269878.005552
  nChanged 2
		SP:Iteration 64Q (121132.830000 sec): 3 clusters
  Score: Raw -1272921.956209 + Penalty 3041.961143 = -1269879.995067
  nChanged 4
		SP:Iteration 65Q (121133.030000 sec): 3 clusters
  Score: Raw -1272923.391406 + Penalty 3041.961143 = -1269881.430264
  nChanged 1
		SP:Iteration 66Q (121133.250000 sec): 3 clusters
  Score: Raw -1272923.633991 + Penalty 3041.961143 = -1269881.672848
  nChanged 2
		SP:Iteration 67Q (121133.460000 sec): 3 clusters
  Score: Raw -1272924.376560 + Penalty 3041.961143 = -1269882.415417
  nChanged 1
		SP:Iteration 68Q (121133.660000 sec): 3 clusters
  Score: Raw -1272925.156665 + Penalty 3041.961143 = -1269883.195522
  nChanged 2
		SP:Iteration 69Q (121133.900000 sec): 3 clusters
  Score: Raw -1272926.986783 + Penalty 3041.961143 = -1269885.025640
  nChanged 6
		SP:Iteration 70Q (121134.070000 sec): 3 clusters
  Score: Raw -1272931.284252 + Penalty 3041.961143 = -1269889.323110
  nChanged 5
		SP:Iteration 71Q (121134.280000 sec): 3 clusters
  Score: Raw -1272935.746469 + Penalty 3041.961143 = -1269893.785326
  nChanged 5
		SP:Iteration 72Q (121134.490000 sec): 3 clusters
  Score: Raw -1272939.165627 + Penalty 3041.961143 = -1269897.204484
  nChanged 8
		SP:Iteration 73Q (121134.690000 sec): 3 clusters
  Score: Raw -1272943.311937 + Penalty 3041.961143 = -1269901.350794
  nChanged 3
		SP:Iteration 74Q (121134.880000 sec): 3 clusters
  Score: Raw -1272944.279868 + Penalty 3041.961143 = -1269902.318725
  nChanged 1
		SP:Iteration 75Q (121135.120000 sec): 3 clusters
  Score: Raw -1272944.616303 + Penalty 3041.961143 = -1269902.655160
  nChanged 1
		SP:Iteration 76Q (121135.310000 sec): 3 clusters
  Score: Raw -1272944.861144 + Penalty 3041.961143 = -1269902.900001
  nChanged 2
		SP:Iteration 77Q (121135.530000 sec): 3 clusters
  Score: Raw -1272946.088920 + Penalty 3041.961143 = -1269904.127777
  nChanged 2
		SP:Iteration 78Q (121135.710000 sec): 3 clusters
  Score: Raw -1272947.325110 + Penalty 3041.961143 = -1269905.363967
  nChanged 3
		SP:Iteration 79Q (121135.910000 sec): 3 clusters
  Score: Raw -1272948.278030 + Penalty 3041.961143 = -1269906.316887
  nChanged 0
		SP:Iteration 80F (121136.110000 sec): 3 clusters
  Score: Raw -1272948.278030 + Penalty 3041.961143 = -1269906.316887
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121136.250000 sec): 2 clusters
  Score: Raw -436515.197971 + Penalty 1349.319530 = -435165.878441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121136.400000 sec): 3 clusters
  Score: Raw -434521.678884 + Penalty 2698.639060 = -431823.039824
  nChanged 1601
		SP:Iteration 1F (121136.550000 sec): 3 clusters
  Score: Raw -435468.293717 + Penalty 2698.639060 = -432769.654658
  nChanged 334
		SP:Iteration 2F (121136.730000 sec): 3 clusters
  Score: Raw -435690.106867 + Penalty 2698.639060 = -432991.467807
  nChanged 256
		SP:Iteration 3F (121136.920000 sec): 3 clusters
  Score: Raw -435873.632402 + Penalty 2698.639060 = -433174.993342
  nChanged 215
		SP:Iteration 4F (121137.130000 sec): 3 clusters
  Score: Raw -436037.247829 + Penalty 2698.639060 = -433338.608769
  nChanged 194
		SP:Iteration 5Q (121137.290000 sec): 3 clusters
  Score: Raw -436187.661264 + Penalty 2698.639060 = -433489.022204
  nChanged 177
		SP:Iteration 6Q (121137.470000 sec): 3 clusters
  Score: Raw -436326.054869 + Penalty 2698.639060 = -433627.415810
  nChanged 165
		SP:Iteration 7Q (121137.660000 sec): 3 clusters
  Score: Raw -436430.522333 + Penalty 2698.639060 = -433731.883273
  nChanged 128
		SP:Iteration 8Q (121137.850000 sec): 3 clusters
  Score: Raw -436505.252846 + Penalty 2698.639060 = -433806.613787
  nChanged 110
		SP:Iteration 9Q (121138.020000 sec): 3 clusters
  Score: Raw -436562.241737 + Penalty 2698.639060 = -433863.602677
  nChanged 91
		SP:Iteration 10Q (121138.200000 sec): 3 clusters
  Score: Raw -436603.803552 + Penalty 2698.639060 = -433905.164492
  nChanged 61
		SP:Iteration 11Q (121138.410000 sec): 3 clusters
  Score: Raw -436626.800543 + Penalty 2698.639060 = -433928.161483
  nChanged 52
		SP:Iteration 12Q (121138.610000 sec): 3 clusters
  Score: Raw -436649.503816 + Penalty 2698.639060 = -433950.864757
  nChanged 50
		SP:Iteration 13Q (121138.790000 sec): 3 clusters
  Score: Raw -436670.506838 + Penalty 2698.639060 = -433971.867778
  nChanged 41
		SP:Iteration 14Q (121139.010000 sec): 3 clusters
  Score: Raw -436686.367861 + Penalty 2698.639060 = -433987.728802
  nChanged 39
		SP:Iteration 15Q (121139.200000 sec): 3 clusters
  Score: Raw -436702.666685 + Penalty 2698.639060 = -434004.027626
  nChanged 29
		SP:Iteration 16Q (121139.370000 sec): 3 clusters
  Score: Raw -436715.617989 + Penalty 2698.639060 = -434016.978930
  nChanged 24
		SP:Iteration 17Q (121139.590000 sec): 3 clusters
  Score: Raw -436724.495621 + Penalty 2698.639060 = -434025.856561
  nChanged 24
		SP:Iteration 18Q (121139.790000 sec): 3 clusters
  Score: Raw -436732.172727 + Penalty 2698.639060 = -434033.533667
  nChanged 18
		SP:Iteration 19Q (121140.000000 sec): 3 clusters
  Score: Raw -436737.700942 + Penalty 2698.639060 = -434039.061882
  nChanged 17
		SP:Iteration 20F (121140.150000 sec): 3 clusters
  Score: Raw -436742.727613 + Penalty 2698.639060 = -434044.088553
  nChanged 16
		SP:Iteration 21Q (121140.340000 sec): 3 clusters
  Score: Raw -436747.328005 + Penalty 2698.639060 = -434048.688945
  nChanged 7
		SP:Iteration 22Q (121140.550000 sec): 3 clusters
  Score: Raw -436748.844148 + Penalty 2698.639060 = -434050.205088
  nChanged 9
		SP:Iteration 23Q (121140.730000 sec): 3 clusters
  Score: Raw -436751.707409 + Penalty 2698.639060 = -434053.068349
  nChanged 9
		SP:Iteration 24Q (121140.910000 sec): 3 clusters
  Score: Raw -436754.211780 + Penalty 2698.639060 = -434055.572721
  nChanged 9
		SP:Iteration 25Q (121141.070000 sec): 3 clusters
  Score: Raw -436756.096441 + Penalty 2698.639060 = -434057.457381
  nChanged 7
		SP:Iteration 26Q (121141.210000 sec): 3 clusters
  Score: Raw -436757.590796 + Penalty 2698.639060 = -434058.951736
  nChanged 5
		SP:Iteration 27Q (121141.390000 sec): 3 clusters
  Score: Raw -436758.835772 + Penalty 2698.639060 = -434060.196713
  nChanged 4
		SP:Iteration 28Q (121141.590000 sec): 3 clusters
  Score: Raw -436759.807697 + Penalty 2698.639060 = -434061.168637
  nChanged 6
		SP:Iteration 29Q (121141.770000 sec): 3 clusters
  Score: Raw -436760.959550 + Penalty 2698.639060 = -434062.320490
  nChanged 0
		SP:Iteration 30F (121141.930000 sec): 3 clusters
  Score: Raw -436760.959550 + Penalty 2698.639060 = -434062.320490
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (13251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121142.050000 sec): 2 clusters
  Score: Raw -1346897.001300 + Penalty 1542.422099 = -1345354.579201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121142.310000 sec): 3 clusters
  Score: Raw -1339298.199839 + Penalty 3084.844198 = -1336213.355641
  nChanged 5679
		SP:Iteration 1F (121142.520000 sec): 3 clusters
  Score: Raw -1342689.206376 + Penalty 3084.844198 = -1339604.362179
  nChanged 951
		SP:Iteration 2F (121142.800000 sec): 3 clusters
  Score: Raw -1343231.080473 + Penalty 3084.844198 = -1340146.236275
  nChanged 817
		SP:Iteration 3F (121142.980000 sec): 3 clusters
  Score: Raw -1343652.552542 + Penalty 3084.844198 = -1340567.708345
  nChanged 679
		SP:Iteration 4F (121143.230000 sec): 3 clusters
  Score: Raw -1343995.331870 + Penalty 3084.844198 = -1340910.487673
  nChanged 603
		SP:Iteration 5Q (121143.490000 sec): 3 clusters
  Score: Raw -1344294.634633 + Penalty 3084.844198 = -1341209.790436
  nChanged 560
		SP:Iteration 6Q (121143.710000 sec): 3 clusters
  Score: Raw -1344575.453851 + Penalty 3084.844198 = -1341490.609654
  nChanged 530
		SP:Iteration 7Q (121143.930000 sec): 3 clusters
  Score: Raw -1344840.574214 + Penalty 3084.844198 = -1341755.730016
  nChanged 489
		SP:Iteration 8Q (121144.220000 sec): 3 clusters
  Score: Raw -1345072.045387 + Penalty 3084.844198 = -1341987.201189
  nChanged 416
		SP:Iteration 9Q (121144.420000 sec): 3 clusters
  Score: Raw -1345273.938679 + Penalty 3084.844198 = -1342189.094481
  nChanged 379
		SP:Iteration 10Q (121144.660000 sec): 3 clusters
  Score: Raw -1345454.044462 + Penalty 3084.844198 = -1342369.200264
  nChanged 361
		SP:Iteration 11Q (121144.920000 sec): 3 clusters
  Score: Raw -1345623.383259 + Penalty 3084.844198 = -1342538.539062
  nChanged 329
		SP:Iteration 12Q (121145.160000 sec): 3 clusters
  Score: Raw -1345772.550236 + Penalty 3084.844198 = -1342687.706038
  nChanged 292
		SP:Iteration 13Q (121145.440000 sec): 3 clusters
  Score: Raw -1345888.895557 + Penalty 3084.844198 = -1342804.051359
  nChanged 245
		SP:Iteration 14Q (121145.670000 sec): 3 clusters
  Score: Raw -1345982.322240 + Penalty 3084.844198 = -1342897.478042
  nChanged 221
		SP:Iteration 15Q (121145.940000 sec): 3 clusters
  Score: Raw -1346060.994615 + Penalty 3084.844198 = -1342976.150417
  nChanged 205
		SP:Iteration 16Q (121146.190000 sec): 3 clusters
  Score: Raw -1346125.979249 + Penalty 3084.844198 = -1343041.135051
  nChanged 160
		SP:Iteration 17Q (121146.390000 sec): 3 clusters
  Score: Raw -1346179.680835 + Penalty 3084.844198 = -1343094.836638
  nChanged 133
		SP:Iteration 18Q (121146.630000 sec): 3 clusters
  Score: Raw -1346216.366398 + Penalty 3084.844198 = -1343131.522200
  nChanged 121
		SP:Iteration 19Q (121146.840000 sec): 3 clusters
  Score: Raw -1346247.217655 + Penalty 3084.844198 = -1343162.373458
  nChanged 115
		SP:Iteration 20F (121147.080000 sec): 3 clusters
  Score: Raw -1346273.882432 + Penalty 3084.844198 = -1343189.038234
  nChanged 97
		SP:Iteration 21Q (121147.340000 sec): 3 clusters
  Score: Raw -1346295.944406 + Penalty 3084.844198 = -1343211.100209
  nChanged 99
		SP:Iteration 22Q (121147.550000 sec): 3 clusters
  Score: Raw -1346319.230200 + Penalty 3084.844198 = -1343234.386002
  nChanged 108
		SP:Iteration 23Q (121147.810000 sec): 3 clusters
  Score: Raw -1346350.510363 + Penalty 3084.844198 = -1343265.666165
  nChanged 110
		SP:Iteration 24Q (121148.030000 sec): 3 clusters
  Score: Raw -1346378.398273 + Penalty 3084.844198 = -1343293.554076
  nChanged 104
		SP:Iteration 25Q (121148.330000 sec): 3 clusters
  Score: Raw -1346404.654963 + Penalty 3084.844198 = -1343319.810766
  nChanged 84
		SP:Iteration 26Q (121148.550000 sec): 3 clusters
  Score: Raw -1346423.876482 + Penalty 3084.844198 = -1343339.032284
  nChanged 68
		SP:Iteration 27Q (121148.790000 sec): 3 clusters
  Score: Raw -1346438.978854 + Penalty 3084.844198 = -1343354.134656
  nChanged 77
		SP:Iteration 28Q (121149.060000 sec): 3 clusters
  Score: Raw -1346460.614135 + Penalty 3084.844198 = -1343375.769937
  nChanged 99
		SP:Iteration 29Q (121149.270000 sec): 3 clusters
  Score: Raw -1346490.756445 + Penalty 3084.844198 = -1343405.912247
  nChanged 106
		SP:Iteration 30Q (121149.520000 sec): 3 clusters
  Score: Raw -1346523.573401 + Penalty 3084.844198 = -1343438.729203
  nChanged 95
		SP:Iteration 31Q (121149.780000 sec): 3 clusters
  Score: Raw -1346552.545445 + Penalty 3084.844198 = -1343467.701248
  nChanged 95
		SP:Iteration 32Q (121150.020000 sec): 3 clusters
  Score: Raw -1346583.387759 + Penalty 3084.844198 = -1343498.543561
  nChanged 115
		SP:Iteration 33Q (121150.290000 sec): 3 clusters
  Score: Raw -1346624.281862 + Penalty 3084.844198 = -1343539.437664
  nChanged 108
		SP:Iteration 34Q (121150.510000 sec): 3 clusters
  Score: Raw -1346669.918546 + Penalty 3084.844198 = -1343585.074348
  nChanged 111
		SP:Iteration 35Q (121150.760000 sec): 3 clusters
  Score: Raw -1346709.165072 + Penalty 3084.844198 = -1343624.320874
  nChanged 103
		SP:Iteration 36Q (121151.000000 sec): 3 clusters
  Score: Raw -1346751.056795 + Penalty 3084.844198 = -1343666.212598
  nChanged 106
		SP:Iteration 37Q (121151.260000 sec): 3 clusters
  Score: Raw -1346796.502741 + Penalty 3084.844198 = -1343711.658543
  nChanged 100
		SP:Iteration 38Q (121151.450000 sec): 3 clusters
  Score: Raw -1346835.742968 + Penalty 3084.844198 = -1343750.898770
  nChanged 86
		SP:Iteration 39Q (121151.700000 sec): 3 clusters
  Score: Raw -1346870.925901 + Penalty 3084.844198 = -1343786.081703
  nChanged 82
		SP:Iteration 40F (121151.920000 sec): 3 clusters
  Score: Raw -1346912.849468 + Penalty 3084.844198 = -1343828.005271
  nChanged 74
		SP:Iteration 41Q (121152.140000 sec): 3 clusters
  Score: Raw -1346944.549730 + Penalty 3084.844198 = -1343859.705533
  nChanged 69
		SP:Iteration 42Q (121152.330000 sec): 3 clusters
  Score: Raw -1346978.751971 + Penalty 3084.844198 = -1343893.907773
  nChanged 75
		SP:Iteration 43Q (121152.570000 sec): 3 clusters
  Score: Raw -1347021.239835 + Penalty 3084.844198 = -1343936.395637
  nChanged 76
		SP:Iteration 44Q (121152.780000 sec): 3 clusters
  Score: Raw -1347070.800037 + Penalty 3084.844198 = -1343985.955840
  nChanged 61
		SP:Iteration 45Q (121152.990000 sec): 3 clusters
  Score: Raw -1347107.580540 + Penalty 3084.844198 = -1344022.736342
  nChanged 71
		SP:Iteration 46Q (121153.240000 sec): 3 clusters
  Score: Raw -1347149.252376 + Penalty 3084.844198 = -1344064.408178
  nChanged 48
		SP:Iteration 47Q (121153.440000 sec): 3 clusters
  Score: Raw -1347177.393924 + Penalty 3084.844198 = -1344092.549727
  nChanged 46
		SP:Iteration 48Q (121153.670000 sec): 3 clusters
  Score: Raw -1347199.834184 + Penalty 3084.844198 = -1344114.989986
  nChanged 49
		SP:Iteration 49Q (121153.890000 sec): 3 clusters
  Score: Raw -1347221.833846 + Penalty 3084.844198 = -1344136.989648
  nChanged 39
		SP:Iteration 50Q (121154.110000 sec): 3 clusters
  Score: Raw -1347238.919130 + Penalty 3084.844198 = -1344154.074932
  nChanged 34
		SP:Iteration 51Q (121154.330000 sec): 3 clusters
  Score: Raw -1347249.268769 + Penalty 3084.844198 = -1344164.424572
  nChanged 23
		SP:Iteration 52Q (121154.560000 sec): 3 clusters
  Score: Raw -1347258.373146 + Penalty 3084.844198 = -1344173.528949
  nChanged 21
		SP:Iteration 53Q (121154.700000 sec): 3 clusters
  Score: Raw -1347267.489314 + Penalty 3084.844198 = -1344182.645116
  nChanged 21
		SP:Iteration 54Q (121154.940000 sec): 3 clusters
  Score: Raw -1347274.825075 + Penalty 3084.844198 = -1344189.980877
  nChanged 24
		SP:Iteration 55Q (121155.130000 sec): 3 clusters
  Score: Raw -1347283.179145 + Penalty 3084.844198 = -1344198.334948
  nChanged 22
		SP:Iteration 56Q (121155.370000 sec): 3 clusters
  Score: Raw -1347291.818948 + Penalty 3084.844198 = -1344206.974751
  nChanged 20
		SP:Iteration 57Q (121155.560000 sec): 3 clusters
  Score: Raw -1347299.012145 + Penalty 3084.844198 = -1344214.167947
  nChanged 16
		SP:Iteration 58Q (121155.800000 sec): 3 clusters
  Score: Raw -1347303.966905 + Penalty 3084.844198 = -1344219.122707
  nChanged 15
		SP:Iteration 59Q (121156.070000 sec): 3 clusters
  Score: Raw -1347310.404549 + Penalty 3084.844198 = -1344225.560351
  nChanged 14
		SP:Iteration 60F (121156.300000 sec): 3 clusters
  Score: Raw -1347315.602248 + Penalty 3084.844198 = -1344230.758051
  nChanged 15
		SP:Iteration 61Q (121156.560000 sec): 3 clusters
  Score: Raw -1347320.436551 + Penalty 3084.844198 = -1344235.592353
  nChanged 17
		SP:Iteration 62Q (121156.810000 sec): 3 clusters
  Score: Raw -1347326.428623 + Penalty 3084.844198 = -1344241.584426
  nChanged 10
		SP:Iteration 63Q (121156.990000 sec): 3 clusters
  Score: Raw -1347330.417702 + Penalty 3084.844198 = -1344245.573504
  nChanged 13
		SP:Iteration 64Q (121157.230000 sec): 3 clusters
  Score: Raw -1347335.411293 + Penalty 3084.844198 = -1344250.567096
  nChanged 11
		SP:Iteration 65Q (121157.450000 sec): 3 clusters
  Score: Raw -1347339.565999 + Penalty 3084.844198 = -1344254.721802
  nChanged 9
		SP:Iteration 66Q (121157.640000 sec): 3 clusters
  Score: Raw -1347342.230284 + Penalty 3084.844198 = -1344257.386086
  nChanged 5
		SP:Iteration 67Q (121157.880000 sec): 3 clusters
  Score: Raw -1347343.475021 + Penalty 3084.844198 = -1344258.630823
  nChanged 2
		SP:Iteration 68Q (121158.080000 sec): 3 clusters
  Score: Raw -1347343.797768 + Penalty 3084.844198 = -1344258.953571
  nChanged 2
		SP:Iteration 69Q (121158.280000 sec): 3 clusters
  Score: Raw -1347344.549713 + Penalty 3084.844198 = -1344259.705515
  nChanged 6
		SP:Iteration 70Q (121158.520000 sec): 3 clusters
  Score: Raw -1347346.873123 + Penalty 3084.844198 = -1344262.028925
  nChanged 8
		SP:Iteration 71Q (121158.730000 sec): 3 clusters
  Score: Raw -1347348.846367 + Penalty 3084.844198 = -1344264.002170
  nChanged 4
		SP:Iteration 72Q (121158.940000 sec): 3 clusters
  Score: Raw -1347350.159595 + Penalty 3084.844198 = -1344265.315397
  nChanged 5
		SP:Iteration 73Q (121159.180000 sec): 3 clusters
  Score: Raw -1347351.546846 + Penalty 3084.844198 = -1344266.702648
  nChanged 3
		SP:Iteration 74Q (121159.390000 sec): 3 clusters
  Score: Raw -1347352.751577 + Penalty 3084.844198 = -1344267.907380
  nChanged 6
		SP:Iteration 75Q (121159.610000 sec): 3 clusters
  Score: Raw -1347354.302081 + Penalty 3084.844198 = -1344269.457884
  nChanged 3
		SP:Iteration 76Q (121159.830000 sec): 3 clusters
  Score: Raw -1347354.977041 + Penalty 3084.844198 = -1344270.132843
  nChanged 4
		SP:Iteration 77Q (121160.030000 sec): 3 clusters
  Score: Raw -1347355.977195 + Penalty 3084.844198 = -1344271.132998
  nChanged 1
		SP:Iteration 78Q (121160.240000 sec): 3 clusters
  Score: Raw -1347356.091560 + Penalty 3084.844198 = -1344271.247363
  nChanged 0
		SP:Iteration 79F (121160.500000 sec): 3 clusters
  Score: Raw -1347356.091560 + Penalty 3084.844198 = -1344271.247363
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121160.610000 sec): 2 clusters
  Score: Raw -1214073.293479 + Penalty 1509.652247 = -1212563.641232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121160.820000 sec): 3 clusters
  Score: Raw -1207897.783445 + Penalty 3019.304493 = -1204878.478952
  nChanged 4707
		SP:Iteration 1F (121161.060000 sec): 3 clusters
  Score: Raw -1210517.600703 + Penalty 3019.304493 = -1207498.296210
  nChanged 653
		SP:Iteration 2F (121161.330000 sec): 3 clusters
  Score: Raw -1210828.161537 + Penalty 3019.304493 = -1207808.857043
  nChanged 538
		SP:Iteration 3Q (121161.550000 sec): 3 clusters
  Score: Raw -1211072.092554 + Penalty 3019.304493 = -1208052.788061
  nChanged 471
		SP:Iteration 4Q (121161.720000 sec): 3 clusters
  Score: Raw -1211293.343725 + Penalty 3019.304493 = -1208274.039232
  nChanged 471
		SP:Iteration 5Q (121161.980000 sec): 3 clusters
  Score: Raw -1211508.840477 + Penalty 3019.304493 = -1208489.535984
  nChanged 425
		SP:Iteration 6Q (121162.200000 sec): 3 clusters
  Score: Raw -1211710.732146 + Penalty 3019.304493 = -1208691.427653
  nChanged 425
		SP:Iteration 7Q (121162.440000 sec): 3 clusters
  Score: Raw -1211919.027333 + Penalty 3019.304493 = -1208899.722839
  nChanged 420
		SP:Iteration 8Q (121162.650000 sec): 3 clusters
  Score: Raw -1212164.224271 + Penalty 3019.304493 = -1209144.919777
  nChanged 433
		SP:Iteration 9Q (121162.880000 sec): 3 clusters
  Score: Raw -1212410.364229 + Penalty 3019.304493 = -1209391.059736
  nChanged 447
		SP:Iteration 10Q (121163.080000 sec): 3 clusters
  Score: Raw -1212701.402026 + Penalty 3019.304493 = -1209682.097533
  nChanged 448
		SP:Iteration 11Q (121163.290000 sec): 3 clusters
  Score: Raw -1212993.266067 + Penalty 3019.304493 = -1209973.961573
  nChanged 382
		SP:Iteration 12Q (121163.530000 sec): 3 clusters
  Score: Raw -1213212.977717 + Penalty 3019.304493 = -1210193.673223
  nChanged 310
		SP:Iteration 13Q (121163.760000 sec): 3 clusters
  Score: Raw -1213359.469784 + Penalty 3019.304493 = -1210340.165291
  nChanged 215
		SP:Iteration 14Q (121163.950000 sec): 3 clusters
  Score: Raw -1213438.927294 + Penalty 3019.304493 = -1210419.622800
  nChanged 157
		SP:Iteration 15Q (121164.190000 sec): 3 clusters
  Score: Raw -1213486.152645 + Penalty 3019.304493 = -1210466.848151
  nChanged 124
		SP:Iteration 16Q (121164.420000 sec): 3 clusters
  Score: Raw -1213520.769036 + Penalty 3019.304493 = -1210501.464543
  nChanged 101
		SP:Iteration 17Q (121164.610000 sec): 3 clusters
  Score: Raw -1213550.013562 + Penalty 3019.304493 = -1210530.709069
  nChanged 102
		SP:Iteration 18Q (121164.830000 sec): 3 clusters
  Score: Raw -1213576.369396 + Penalty 3019.304493 = -1210557.064903
  nChanged 80
		SP:Iteration 19Q (121165.000000 sec): 3 clusters
  Score: Raw -1213595.499851 + Penalty 3019.304493 = -1210576.195358
  nChanged 84
		SP:Iteration 20F (121165.230000 sec): 3 clusters
  Score: Raw -1213615.134516 + Penalty 3019.304493 = -1210595.830023
  nChanged 77
		SP:Iteration 21Q (121165.530000 sec): 3 clusters
  Score: Raw -1213635.303100 + Penalty 3019.304493 = -1210615.998606
  nChanged 79
		SP:Iteration 22Q (121165.690000 sec): 3 clusters
  Score: Raw -1213653.404931 + Penalty 3019.304493 = -1210634.100437
  nChanged 70
		SP:Iteration 23Q (121165.930000 sec): 3 clusters
  Score: Raw -1213668.365148 + Penalty 3019.304493 = -1210649.060654
  nChanged 62
		SP:Iteration 24Q (121166.130000 sec): 3 clusters
  Score: Raw -1213681.267632 + Penalty 3019.304493 = -1210661.963139
  nChanged 60
		SP:Iteration 25Q (121166.370000 sec): 3 clusters
  Score: Raw -1213691.876300 + Penalty 3019.304493 = -1210672.571807
  nChanged 57
		SP:Iteration 26Q (121166.580000 sec): 3 clusters
  Score: Raw -1213704.737187 + Penalty 3019.304493 = -1210685.432693
  nChanged 63
		SP:Iteration 27Q (121166.840000 sec): 3 clusters
  Score: Raw -1213717.350768 + Penalty 3019.304493 = -1210698.046275
  nChanged 60
		SP:Iteration 28Q (121167.040000 sec): 3 clusters
  Score: Raw -1213727.732375 + Penalty 3019.304493 = -1210708.427881
  nChanged 52
		SP:Iteration 29Q (121167.260000 sec): 3 clusters
  Score: Raw -1213738.072124 + Penalty 3019.304493 = -1210718.767631
  nChanged 55
		SP:Iteration 30Q (121167.470000 sec): 3 clusters
  Score: Raw -1213748.447805 + Penalty 3019.304493 = -1210729.143312
  nChanged 54
		SP:Iteration 31Q (121167.720000 sec): 3 clusters
  Score: Raw -1213759.344786 + Penalty 3019.304493 = -1210740.040292
  nChanged 55
		SP:Iteration 32Q (121167.920000 sec): 3 clusters
  Score: Raw -1213769.082751 + Penalty 3019.304493 = -1210749.778258
  nChanged 34
		SP:Iteration 33Q (121168.120000 sec): 3 clusters
  Score: Raw -1213774.923555 + Penalty 3019.304493 = -1210755.619061
  nChanged 38
		SP:Iteration 34Q (121168.320000 sec): 3 clusters
  Score: Raw -1213781.930173 + Penalty 3019.304493 = -1210762.625680
  nChanged 39
		SP:Iteration 35Q (121168.570000 sec): 3 clusters
  Score: Raw -1213787.218302 + Penalty 3019.304493 = -1210767.913809
  nChanged 27
		SP:Iteration 36Q (121168.780000 sec): 3 clusters
  Score: Raw -1213790.935350 + Penalty 3019.304493 = -1210771.630857
  nChanged 25
		SP:Iteration 37Q (121169.010000 sec): 3 clusters
  Score: Raw -1213794.813948 + Penalty 3019.304493 = -1210775.509454
  nChanged 28
		SP:Iteration 38Q (121169.200000 sec): 3 clusters
  Score: Raw -1213799.862055 + Penalty 3019.304493 = -1210780.557561
  nChanged 35
		SP:Iteration 39Q (121169.400000 sec): 3 clusters
  Score: Raw -1213805.993561 + Penalty 3019.304493 = -1210786.689068
  nChanged 36
		SP:Iteration 40F (121169.660000 sec): 3 clusters
  Score: Raw -1213813.815179 + Penalty 3019.304493 = -1210794.510686
  nChanged 39
		SP:Iteration 41Q (121169.850000 sec): 3 clusters
  Score: Raw -1213820.824281 + Penalty 3019.304493 = -1210801.519788
  nChanged 31
		SP:Iteration 42Q (121170.040000 sec): 3 clusters
  Score: Raw -1213824.579301 + Penalty 3019.304493 = -1210805.274807
  nChanged 30
		SP:Iteration 43Q (121170.270000 sec): 3 clusters
  Score: Raw -1213827.893443 + Penalty 3019.304493 = -1210808.588950
  nChanged 16
		SP:Iteration 44Q (121170.540000 sec): 3 clusters
  Score: Raw -1213829.512675 + Penalty 3019.304493 = -1210810.208181
  nChanged 16
		SP:Iteration 45Q (121170.730000 sec): 3 clusters
  Score: Raw -1213831.895040 + Penalty 3019.304493 = -1210812.590546
  nChanged 21
		SP:Iteration 46Q (121170.970000 sec): 3 clusters
  Score: Raw -1213834.627615 + Penalty 3019.304493 = -1210815.323121
  nChanged 18
		SP:Iteration 47Q (121171.180000 sec): 3 clusters
  Score: Raw -1213836.870381 + Penalty 3019.304493 = -1210817.565888
  nChanged 18
		SP:Iteration 48Q (121171.420000 sec): 3 clusters
  Score: Raw -1213839.852948 + Penalty 3019.304493 = -1210820.548454
  nChanged 16
		SP:Iteration 49Q (121171.650000 sec): 3 clusters
  Score: Raw -1213841.777772 + Penalty 3019.304493 = -1210822.473279
  nChanged 20
		SP:Iteration 50Q (121171.840000 sec): 3 clusters
  Score: Raw -1213844.420287 + Penalty 3019.304493 = -1210825.115794
  nChanged 13
		SP:Iteration 51Q (121172.090000 sec): 3 clusters
  Score: Raw -1213846.337030 + Penalty 3019.304493 = -1210827.032537
  nChanged 11
		SP:Iteration 52Q (121172.300000 sec): 3 clusters
  Score: Raw -1213847.475040 + Penalty 3019.304493 = -1210828.170547
  nChanged 14
		SP:Iteration 53Q (121172.520000 sec): 3 clusters
  Score: Raw -1213848.720257 + Penalty 3019.304493 = -1210829.415764
  nChanged 10
		SP:Iteration 54Q (121172.720000 sec): 3 clusters
  Score: Raw -1213849.618808 + Penalty 3019.304493 = -1210830.314314
  nChanged 6
		SP:Iteration 55Q (121172.970000 sec): 3 clusters
  Score: Raw -1213850.294600 + Penalty 3019.304493 = -1210830.990107
  nChanged 4
		SP:Iteration 56Q (121173.150000 sec): 3 clusters
  Score: Raw -1213850.545093 + Penalty 3019.304493 = -1210831.240600
  nChanged 3
		SP:Iteration 57Q (121173.370000 sec): 3 clusters
  Score: Raw -1213850.728621 + Penalty 3019.304493 = -1210831.424128
  nChanged 3
		SP:Iteration 58Q (121173.570000 sec): 3 clusters
  Score: Raw -1213851.024093 + Penalty 3019.304493 = -1210831.719600
  nChanged 5
		SP:Iteration 59Q (121173.790000 sec): 3 clusters
  Score: Raw -1213851.527200 + Penalty 3019.304493 = -1210832.222707
  nChanged 5
		SP:Iteration 60F (121174.030000 sec): 3 clusters
  Score: Raw -1213852.124003 + Penalty 3019.304493 = -1210832.819509
  nChanged 7
		SP:Iteration 61Q (121174.280000 sec): 3 clusters
  Score: Raw -1213852.769474 + Penalty 3019.304493 = -1210833.464980
  nChanged 5
		SP:Iteration 62Q (121174.490000 sec): 3 clusters
  Score: Raw -1213853.446551 + Penalty 3019.304493 = -1210834.142058
  nChanged 6
		SP:Iteration 63Q (121174.720000 sec): 3 clusters
  Score: Raw -1213854.002755 + Penalty 3019.304493 = -1210834.698261
  nChanged 8
		SP:Iteration 64Q (121174.940000 sec): 3 clusters
  Score: Raw -1213854.668683 + Penalty 3019.304493 = -1210835.364190
  nChanged 5
		SP:Iteration 65Q (121175.140000 sec): 3 clusters
  Score: Raw -1213854.995938 + Penalty 3019.304493 = -1210835.691445
  nChanged 2
		SP:Iteration 66Q (121175.340000 sec): 3 clusters
  Score: Raw -1213855.176925 + Penalty 3019.304493 = -1210835.872432
  nChanged 2
		SP:Iteration 67Q (121175.540000 sec): 3 clusters
  Score: Raw -1213855.342661 + Penalty 3019.304493 = -1210836.038168
  nChanged 4
		SP:Iteration 68Q (121175.740000 sec): 3 clusters
  Score: Raw -1213855.743835 + Penalty 3019.304493 = -1210836.439342
  nChanged 3
		SP:Iteration 69Q (121175.920000 sec): 3 clusters
  Score: Raw -1213856.059142 + Penalty 3019.304493 = -1210836.754649
  nChanged 5
		SP:Iteration 70Q (121176.150000 sec): 3 clusters
  Score: Raw -1213856.540060 + Penalty 3019.304493 = -1210837.235567
  nChanged 8
		SP:Iteration 71Q (121176.350000 sec): 3 clusters
  Score: Raw -1213857.549275 + Penalty 3019.304493 = -1210838.244781
  nChanged 8
		SP:Iteration 72Q (121176.540000 sec): 3 clusters
  Score: Raw -1213858.178509 + Penalty 3019.304493 = -1210838.874015
  nChanged 8
		SP:Iteration 73Q (121176.770000 sec): 3 clusters
  Score: Raw -1213858.767405 + Penalty 3019.304493 = -1210839.462912
  nChanged 6
		SP:Iteration 74Q (121177.010000 sec): 3 clusters
  Score: Raw -1213859.199142 + Penalty 3019.304493 = -1210839.894649
  nChanged 4
		SP:Iteration 75Q (121177.170000 sec): 3 clusters
  Score: Raw -1213859.537866 + Penalty 3019.304493 = -1210840.233373
  nChanged 4
		SP:Iteration 76Q (121177.340000 sec): 3 clusters
  Score: Raw -1213859.924589 + Penalty 3019.304493 = -1210840.620095
  nChanged 5
		SP:Iteration 77Q (121177.550000 sec): 3 clusters
  Score: Raw -1213860.449420 + Penalty 3019.304493 = -1210841.144927
  nChanged 7
		SP:Iteration 78Q (121177.720000 sec): 3 clusters
  Score: Raw -1213861.730606 + Penalty 3019.304493 = -1210842.426112
  nChanged 8
		SP:Iteration 79Q (121177.900000 sec): 3 clusters
  Score: Raw -1213862.720136 + Penalty 3019.304493 = -1210843.415642
  nChanged 7
		SP:Iteration 80F (121178.120000 sec): 3 clusters
  Score: Raw -1213863.468126 + Penalty 3019.304493 = -1210844.163633
  nChanged 6
		SP:Iteration 81Q (121178.360000 sec): 3 clusters
  Score: Raw -1213864.355765 + Penalty 3019.304493 = -1210845.051271
  nChanged 7
		SP:Iteration 82Q (121178.540000 sec): 3 clusters
  Score: Raw -1213865.300618 + Penalty 3019.304493 = -1210845.996124
  nChanged 6
		SP:Iteration 83Q (121178.760000 sec): 3 clusters
  Score: Raw -1213865.777232 + Penalty 3019.304493 = -1210846.472739
  nChanged 6
		SP:Iteration 84Q (121178.940000 sec): 3 clusters
  Score: Raw -1213866.438737 + Penalty 3019.304493 = -1210847.134244
  nChanged 6
		SP:Iteration 85Q (121179.180000 sec): 3 clusters
  Score: Raw -1213867.170430 + Penalty 3019.304493 = -1210847.865937
  nChanged 4
		SP:Iteration 86Q (121179.390000 sec): 3 clusters
  Score: Raw -1213867.555202 + Penalty 3019.304493 = -1210848.250709
  nChanged 3
		SP:Iteration 87Q (121179.610000 sec): 3 clusters
  Score: Raw -1213867.922675 + Penalty 3019.304493 = -1210848.618181
  nChanged 6
		SP:Iteration 88Q (121179.820000 sec): 3 clusters
  Score: Raw -1213868.741290 + Penalty 3019.304493 = -1210849.436797
  nChanged 7
		SP:Iteration 89Q (121180.010000 sec): 3 clusters
  Score: Raw -1213869.697928 + Penalty 3019.304493 = -1210850.393434
  nChanged 6
		SP:Iteration 90Q (121180.250000 sec): 3 clusters
  Score: Raw -1213870.251146 + Penalty 3019.304493 = -1210850.946653
  nChanged 6
		SP:Iteration 91Q (121180.450000 sec): 3 clusters
  Score: Raw -1213870.773720 + Penalty 3019.304493 = -1210851.469227
  nChanged 3
		SP:Iteration 92Q (121180.650000 sec): 3 clusters
  Score: Raw -1213870.938182 + Penalty 3019.304493 = -1210851.633688
  nChanged 2
		SP:Iteration 93Q (121180.880000 sec): 3 clusters
  Score: Raw -1213871.023398 + Penalty 3019.304493 = -1210851.718904
  nChanged 0
		SP:Iteration 94F (121181.030000 sec): 3 clusters
  Score: Raw -1213871.023398 + Penalty 3019.304493 = -1210851.718904
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121181.170000 sec): 2 clusters
  Score: Raw -1214577.969281 + Penalty 1524.167491 = -1213053.801789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121181.410000 sec): 3 clusters
  Score: Raw -1207645.665237 + Penalty 3048.334983 = -1204597.330254
  nChanged 5289
		SP:Iteration 1F (121181.620000 sec): 3 clusters
  Score: Raw -1210638.800526 + Penalty 3048.334983 = -1207590.465543
  nChanged 790
		SP:Iteration 2F (121181.840000 sec): 3 clusters
  Score: Raw -1211076.839047 + Penalty 3048.334983 = -1208028.504064
  nChanged 735
		SP:Iteration 3F (121182.050000 sec): 3 clusters
  Score: Raw -1211474.355768 + Penalty 3048.334983 = -1208426.020785
  nChanged 685
		SP:Iteration 4F (121182.280000 sec): 3 clusters
  Score: Raw -1211828.146633 + Penalty 3048.334983 = -1208779.811651
  nChanged 608
		SP:Iteration 5F (121182.520000 sec): 3 clusters
  Score: Raw -1212180.909380 + Penalty 3048.334983 = -1209132.574397
  nChanged 619
		SP:Iteration 6F (121182.700000 sec): 3 clusters
  Score: Raw -1212534.260600 + Penalty 3048.334983 = -1209485.925617
  nChanged 600
		SP:Iteration 7F (121182.910000 sec): 3 clusters
  Score: Raw -1212880.901355 + Penalty 3048.334983 = -1209832.566372
  nChanged 533
		SP:Iteration 8Q (121183.150000 sec): 3 clusters
  Score: Raw -1213201.646754 + Penalty 3048.334983 = -1210153.311771
  nChanged 494
		SP:Iteration 9Q (121183.360000 sec): 3 clusters
  Score: Raw -1213534.163427 + Penalty 3048.334983 = -1210485.828444
  nChanged 452
		SP:Iteration 10Q (121183.620000 sec): 3 clusters
  Score: Raw -1213846.380091 + Penalty 3048.334983 = -1210798.045108
  nChanged 425
		SP:Iteration 11Q (121183.850000 sec): 3 clusters
  Score: Raw -1214166.275124 + Penalty 3048.334983 = -1211117.940141
  nChanged 384
		SP:Iteration 12Q (121184.120000 sec): 3 clusters
  Score: Raw -1214423.278431 + Penalty 3048.334983 = -1211374.943448
  nChanged 310
		SP:Iteration 13Q (121184.350000 sec): 3 clusters
  Score: Raw -1214631.549106 + Penalty 3048.334983 = -1211583.214123
  nChanged 258
		SP:Iteration 14Q (121184.560000 sec): 3 clusters
  Score: Raw -1214784.584813 + Penalty 3048.334983 = -1211736.249830
  nChanged 193
		SP:Iteration 15Q (121184.770000 sec): 3 clusters
  Score: Raw -1214889.338591 + Penalty 3048.334983 = -1211841.003608
  nChanged 165
		SP:Iteration 16Q (121184.980000 sec): 3 clusters
  Score: Raw -1214972.395960 + Penalty 3048.334983 = -1211924.060977
  nChanged 141
		SP:Iteration 17Q (121185.230000 sec): 3 clusters
  Score: Raw -1215042.507505 + Penalty 3048.334983 = -1211994.172522
  nChanged 104
		SP:Iteration 18Q (121185.470000 sec): 3 clusters
  Score: Raw -1215089.822218 + Penalty 3048.334983 = -1212041.487235
  nChanged 86
		SP:Iteration 19Q (121185.680000 sec): 3 clusters
  Score: Raw -1215133.966979 + Penalty 3048.334983 = -1212085.631996
  nChanged 77
		SP:Iteration 20F (121185.950000 sec): 3 clusters
  Score: Raw -1215171.748335 + Penalty 3048.334983 = -1212123.413352
  nChanged 68
		SP:Iteration 21Q (121186.110000 sec): 3 clusters
  Score: Raw -1215201.707471 + Penalty 3048.334983 = -1212153.372488
  nChanged 53
		SP:Iteration 22Q (121186.340000 sec): 3 clusters
  Score: Raw -1215221.766268 + Penalty 3048.334983 = -1212173.431285
  nChanged 48
		SP:Iteration 23Q (121186.540000 sec): 3 clusters
  Score: Raw -1215240.020786 + Penalty 3048.334983 = -1212191.685804
  nChanged 40
		SP:Iteration 24Q (121186.800000 sec): 3 clusters
  Score: Raw -1215253.237820 + Penalty 3048.334983 = -1212204.902837
  nChanged 27
		SP:Iteration 25Q (121187.000000 sec): 3 clusters
  Score: Raw -1215261.017901 + Penalty 3048.334983 = -1212212.682918
  nChanged 25
		SP:Iteration 26Q (121187.210000 sec): 3 clusters
  Score: Raw -1215269.498680 + Penalty 3048.334983 = -1212221.163697
  nChanged 20
		SP:Iteration 27Q (121187.460000 sec): 3 clusters
  Score: Raw -1215278.436066 + Penalty 3048.334983 = -1212230.101083
  nChanged 17
		SP:Iteration 28Q (121187.680000 sec): 3 clusters
  Score: Raw -1215284.500525 + Penalty 3048.334983 = -1212236.165542
  nChanged 22
		SP:Iteration 29Q (121187.890000 sec): 3 clusters
  Score: Raw -1215292.341882 + Penalty 3048.334983 = -1212244.006899
  nChanged 18
		SP:Iteration 30Q (121188.110000 sec): 3 clusters
  Score: Raw -1215296.644818 + Penalty 3048.334983 = -1212248.309835
  nChanged 18
		SP:Iteration 31Q (121188.320000 sec): 3 clusters
  Score: Raw -1215301.821773 + Penalty 3048.334983 = -1212253.486791
  nChanged 16
		SP:Iteration 32Q (121188.550000 sec): 3 clusters
  Score: Raw -1215306.093913 + Penalty 3048.334983 = -1212257.758930
  nChanged 11
		SP:Iteration 33Q (121188.810000 sec): 3 clusters
  Score: Raw -1215309.660511 + Penalty 3048.334983 = -1212261.325528
  nChanged 12
		SP:Iteration 34Q (121189.060000 sec): 3 clusters
  Score: Raw -1215313.545023 + Penalty 3048.334983 = -1212265.210040
  nChanged 13
		SP:Iteration 35Q (121189.270000 sec): 3 clusters
  Score: Raw -1215317.807083 + Penalty 3048.334983 = -1212269.472100
  nChanged 11
		SP:Iteration 36Q (121189.490000 sec): 3 clusters
  Score: Raw -1215322.150954 + Penalty 3048.334983 = -1212273.815972
  nChanged 16
		SP:Iteration 37Q (121189.730000 sec): 3 clusters
  Score: Raw -1215330.647587 + Penalty 3048.334983 = -1212282.312604
  nChanged 20
		SP:Iteration 38Q (121189.920000 sec): 3 clusters
  Score: Raw -1215341.383734 + Penalty 3048.334983 = -1212293.048751
  nChanged 18
		SP:Iteration 39Q (121190.130000 sec): 3 clusters
  Score: Raw -1215351.236176 + Penalty 3048.334983 = -1212302.901193
  nChanged 15
		SP:Iteration 40F (121190.340000 sec): 3 clusters
  Score: Raw -1215358.284947 + Penalty 3048.334983 = -1212309.949964
  nChanged 18
		SP:Iteration 41Q (121190.590000 sec): 3 clusters
  Score: Raw -1215366.725304 + Penalty 3048.334983 = -1212318.390322
  nChanged 14
		SP:Iteration 42Q (121190.770000 sec): 3 clusters
  Score: Raw -1215372.516000 + Penalty 3048.334983 = -1212324.181018
  nChanged 11
		SP:Iteration 43Q (121190.980000 sec): 3 clusters
  Score: Raw -1215376.037593 + Penalty 3048.334983 = -1212327.702610
  nChanged 10
		SP:Iteration 44Q (121191.210000 sec): 3 clusters
  Score: Raw -1215380.093889 + Penalty 3048.334983 = -1212331.758906
  nChanged 12
		SP:Iteration 45Q (121191.400000 sec): 3 clusters
  Score: Raw -1215384.020853 + Penalty 3048.334983 = -1212335.685871
  nChanged 8
		SP:Iteration 46Q (121191.650000 sec): 3 clusters
  Score: Raw -1215387.555018 + Penalty 3048.334983 = -1212339.220035
  nChanged 10
		SP:Iteration 47Q (121191.850000 sec): 3 clusters
  Score: Raw -1215390.845026 + Penalty 3048.334983 = -1212342.510043
  nChanged 10
		SP:Iteration 48Q (121192.050000 sec): 3 clusters
  Score: Raw -1215393.724662 + Penalty 3048.334983 = -1212345.389679
  nChanged 7
		SP:Iteration 49Q (121192.250000 sec): 3 clusters
  Score: Raw -1215396.306739 + Penalty 3048.334983 = -1212347.971756
  nChanged 8
		SP:Iteration 50Q (121192.460000 sec): 3 clusters
  Score: Raw -1215399.427350 + Penalty 3048.334983 = -1212351.092367
  nChanged 7
		SP:Iteration 51Q (121192.660000 sec): 3 clusters
  Score: Raw -1215402.458641 + Penalty 3048.334983 = -1212354.123658
  nChanged 11
		SP:Iteration 52Q (121192.900000 sec): 3 clusters
  Score: Raw -1215405.415247 + Penalty 3048.334983 = -1212357.080265
  nChanged 6
		SP:Iteration 53Q (121193.100000 sec): 3 clusters
  Score: Raw -1215407.476013 + Penalty 3048.334983 = -1212359.141030
  nChanged 3
		SP:Iteration 54Q (121193.280000 sec): 3 clusters
  Score: Raw -1215408.027298 + Penalty 3048.334983 = -1212359.692316
  nChanged 1
		SP:Iteration 55Q (121193.530000 sec): 3 clusters
  Score: Raw -1215408.237054 + Penalty 3048.334983 = -1212359.902071
  nChanged 2
		SP:Iteration 56Q (121193.730000 sec): 3 clusters
  Score: Raw -1215409.382616 + Penalty 3048.334983 = -1212361.047633
  nChanged 3
		SP:Iteration 57Q (121193.960000 sec): 3 clusters
  Score: Raw -1215410.444823 + Penalty 3048.334983 = -1212362.109840
  nChanged 2
		SP:Iteration 58Q (121194.130000 sec): 3 clusters
  Score: Raw -1215411.612587 + Penalty 3048.334983 = -1212363.277604
  nChanged 7
		SP:Iteration 59Q (121194.300000 sec): 3 clusters
  Score: Raw -1215414.011345 + Penalty 3048.334983 = -1212365.676362
  nChanged 3
		SP:Iteration 60F (121194.530000 sec): 3 clusters
  Score: Raw -1215414.654920 + Penalty 3048.334983 = -1212366.319937
  nChanged 3
		SP:Iteration 61Q (121194.730000 sec): 3 clusters
  Score: Raw -1215415.377993 + Penalty 3048.334983 = -1212367.043010
  nChanged 0
		SP:Iteration 62F (121194.980000 sec): 3 clusters
  Score: Raw -1215415.377993 + Penalty 3048.334983 = -1212367.043010
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121195.200000 sec): 2 clusters
  Score: Raw -3155007.016441 + Penalty 1667.603514 = -3153339.412927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121195.530000 sec): 3 clusters
  Score: Raw -3137345.823967 + Penalty 3335.207027 = -3134010.616939
  nChanged 13088
		SP:Iteration 1F (121195.870000 sec): 3 clusters
  Score: Raw -3144608.023821 + Penalty 3335.207027 = -3141272.816793
  nChanged 1252
		SP:Iteration 2Q (121196.220000 sec): 3 clusters
  Score: Raw -3145001.117225 + Penalty 3335.207027 = -3141665.910198
  nChanged 1194
		SP:Iteration 3Q (121196.570000 sec): 3 clusters
  Score: Raw -3145422.504785 + Penalty 3335.207027 = -3142087.297757
  nChanged 1266
		SP:Iteration 4Q (121196.930000 sec): 3 clusters
  Score: Raw -3145947.794170 + Penalty 3335.207027 = -3142612.587143
  nChanged 1297
		SP:Iteration 5Q (121197.300000 sec): 3 clusters
  Score: Raw -3146580.786961 + Penalty 3335.207027 = -3143245.579934
  nChanged 1378
		SP:Iteration 6Q (121197.670000 sec): 3 clusters
  Score: Raw -3147335.709196 + Penalty 3335.207027 = -3144000.502169
  nChanged 1397
		SP:Iteration 7Q (121198.030000 sec): 3 clusters
  Score: Raw -3148234.742209 + Penalty 3335.207027 = -3144899.535181
  nChanged 1460
		SP:Iteration 8F (121198.400000 sec): 3 clusters
  Score: Raw -3149274.522942 + Penalty 3335.207027 = -3145939.315914
  nChanged 1419
		SP:Iteration 9Q (121198.720000 sec): 3 clusters
  Score: Raw -3150298.797918 + Penalty 3335.207027 = -3146963.590891
  nChanged 1276
		SP:Iteration 10Q (121199.020000 sec): 3 clusters
  Score: Raw -3151132.044526 + Penalty 3335.207027 = -3147796.837498
  nChanged 1108
		SP:Iteration 11Q (121199.350000 sec): 3 clusters
  Score: Raw -3151805.817102 + Penalty 3335.207027 = -3148470.610074
  nChanged 870
		SP:Iteration 12Q (121199.690000 sec): 3 clusters
  Score: Raw -3152314.339459 + Penalty 3335.207027 = -3148979.132432
  nChanged 742
		SP:Iteration 13Q (121199.960000 sec): 3 clusters
  Score: Raw -3152715.635798 + Penalty 3335.207027 = -3149380.428770
  nChanged 597
		SP:Iteration 14Q (121200.310000 sec): 3 clusters
  Score: Raw -3153011.829984 + Penalty 3335.207027 = -3149676.622956
  nChanged 495
		SP:Iteration 15Q (121200.610000 sec): 3 clusters
  Score: Raw -3153253.179367 + Penalty 3335.207027 = -3149917.972340
  nChanged 476
		SP:Iteration 16Q (121200.930000 sec): 3 clusters
  Score: Raw -3153478.454022 + Penalty 3335.207027 = -3150143.246994
  nChanged 443
		SP:Iteration 17Q (121201.220000 sec): 3 clusters
  Score: Raw -3153694.812010 + Penalty 3335.207027 = -3150359.604982
  nChanged 412
		SP:Iteration 18Q (121201.560000 sec): 3 clusters
  Score: Raw -3153894.815872 + Penalty 3335.207027 = -3150559.608845
  nChanged 372
		SP:Iteration 19Q (121201.860000 sec): 3 clusters
  Score: Raw -3154074.633753 + Penalty 3335.207027 = -3150739.426726
  nChanged 355
		SP:Iteration 20F (121202.190000 sec): 3 clusters
  Score: Raw -3154265.121247 + Penalty 3335.207027 = -3150929.914219
  nChanged 321
		SP:Iteration 21Q (121202.540000 sec): 3 clusters
  Score: Raw -3154444.551194 + Penalty 3335.207027 = -3151109.344167
  nChanged 270
		SP:Iteration 22Q (121202.830000 sec): 3 clusters
  Score: Raw -3154591.462506 + Penalty 3335.207027 = -3151256.255479
  nChanged 236
		SP:Iteration 23Q (121203.190000 sec): 3 clusters
  Score: Raw -3154723.169256 + Penalty 3335.207027 = -3151387.962228
  nChanged 199
		SP:Iteration 24Q (121203.520000 sec): 3 clusters
  Score: Raw -3154843.564158 + Penalty 3335.207027 = -3151508.357131
  nChanged 169
		SP:Iteration 25Q (121203.870000 sec): 3 clusters
  Score: Raw -3154935.207171 + Penalty 3335.207027 = -3151600.000144
  nChanged 115
		SP:Iteration 26Q (121204.170000 sec): 3 clusters
  Score: Raw -3154993.853237 + Penalty 3335.207027 = -3151658.646209
  nChanged 74
		SP:Iteration 27Q (121204.460000 sec): 3 clusters
  Score: Raw -3155027.380053 + Penalty 3335.207027 = -3151692.173026
  nChanged 58
		SP:Iteration 28Q (121204.690000 sec): 3 clusters
  Score: Raw -3155061.232886 + Penalty 3335.207027 = -3151726.025859
  nChanged 48
		SP:Iteration 29Q (121205.030000 sec): 3 clusters
  Score: Raw -3155084.479089 + Penalty 3335.207027 = -3151749.272062
  nChanged 40
		SP:Iteration 30Q (121205.330000 sec): 3 clusters
  Score: Raw -3155103.327322 + Penalty 3335.207027 = -3151768.120295
  nChanged 25
		SP:Iteration 31Q (121205.610000 sec): 3 clusters
  Score: Raw -3155115.904057 + Penalty 3335.207027 = -3151780.697029
  nChanged 23
		SP:Iteration 32Q (121205.860000 sec): 3 clusters
  Score: Raw -3155126.139392 + Penalty 3335.207027 = -3151790.932365
  nChanged 22
		SP:Iteration 33Q (121206.110000 sec): 3 clusters
  Score: Raw -3155135.963109 + Penalty 3335.207027 = -3151800.756082
  nChanged 15
		SP:Iteration 34Q (121206.430000 sec): 3 clusters
  Score: Raw -3155144.982211 + Penalty 3335.207027 = -3151809.775183
  nChanged 17
		SP:Iteration 35Q (121206.720000 sec): 3 clusters
  Score: Raw -3155153.521450 + Penalty 3335.207027 = -3151818.314423
  nChanged 7
		SP:Iteration 36Q (121207.030000 sec): 3 clusters
  Score: Raw -3155157.372749 + Penalty 3335.207027 = -3151822.165722
  nChanged 8
		SP:Iteration 37Q (121207.310000 sec): 3 clusters
  Score: Raw -3155160.159341 + Penalty 3335.207027 = -3151824.952314
  nChanged 6
		SP:Iteration 38Q (121207.630000 sec): 3 clusters
  Score: Raw -3155162.584236 + Penalty 3335.207027 = -3151827.377208
  nChanged 7
		SP:Iteration 39Q (121207.900000 sec): 3 clusters
  Score: Raw -3155165.090162 + Penalty 3335.207027 = -3151829.883134
  nChanged 4
		SP:Iteration 40F (121208.180000 sec): 3 clusters
  Score: Raw -3155166.705505 + Penalty 3335.207027 = -3151831.498477
  nChanged 2
		SP:Iteration 41Q (121208.510000 sec): 3 clusters
  Score: Raw -3155167.181529 + Penalty 3335.207027 = -3151831.974501
  nChanged 1
		SP:Iteration 42Q (121208.780000 sec): 3 clusters
  Score: Raw -3155167.684806 + Penalty 3335.207027 = -3151832.477779
  nChanged 2
		SP:Iteration 43Q (121209.050000 sec): 3 clusters
  Score: Raw -3155168.811701 + Penalty 3335.207027 = -3151833.604674
  nChanged 2
		SP:Iteration 44Q (121209.340000 sec): 3 clusters
  Score: Raw -3155170.145610 + Penalty 3335.207027 = -3151834.938583
  nChanged 2
		SP:Iteration 45Q (121209.610000 sec): 3 clusters
  Score: Raw -3155171.329656 + Penalty 3335.207027 = -3151836.122628
  nChanged 2
		SP:Iteration 46Q (121209.930000 sec): 3 clusters
  Score: Raw -3155171.758747 + Penalty 3335.207027 = -3151836.551720
  nChanged 1
		SP:Iteration 47Q (121210.220000 sec): 3 clusters
  Score: Raw -3155172.459114 + Penalty 3335.207027 = -3151837.252087
  nChanged 4
		SP:Iteration 48Q (121210.460000 sec): 3 clusters
  Score: Raw -3155173.765422 + Penalty 3335.207027 = -3151838.558395
  nChanged 6
		SP:Iteration 49Q (121210.790000 sec): 3 clusters
  Score: Raw -3155175.461946 + Penalty 3335.207027 = -3151840.254918
  nChanged 3
		SP:Iteration 50Q (121211.090000 sec): 3 clusters
  Score: Raw -3155177.103568 + Penalty 3335.207027 = -3151841.896541
  nChanged 5
		SP:Iteration 51Q (121211.430000 sec): 3 clusters
  Score: Raw -3155182.403782 + Penalty 3335.207027 = -3151847.196755
  nChanged 7
		SP:Iteration 52Q (121211.690000 sec): 3 clusters
  Score: Raw -3155185.905408 + Penalty 3335.207027 = -3151850.698380
  nChanged 4
		SP:Iteration 53Q (121211.990000 sec): 3 clusters
  Score: Raw -3155187.908158 + Penalty 3335.207027 = -3151852.701130
  nChanged 3
		SP:Iteration 54Q (121212.260000 sec): 3 clusters
  Score: Raw -3155188.590714 + Penalty 3335.207027 = -3151853.383686
  nChanged 3
		SP:Iteration 55Q (121212.540000 sec): 3 clusters
  Score: Raw -3155189.582158 + Penalty 3335.207027 = -3151854.375131
  nChanged 3
		SP:Iteration 56Q (121212.890000 sec): 3 clusters
  Score: Raw -3155191.520572 + Penalty 3335.207027 = -3151856.313544
  nChanged 7
		SP:Iteration 57Q (121213.180000 sec): 3 clusters
  Score: Raw -3155196.076613 + Penalty 3335.207027 = -3151860.869586
  nChanged 7
		SP:Iteration 58Q (121213.460000 sec): 3 clusters
  Score: Raw -3155200.239811 + Penalty 3335.207027 = -3151865.032783
  nChanged 3
		SP:Iteration 59Q (121213.730000 sec): 3 clusters
  Score: Raw -3155201.593943 + Penalty 3335.207027 = -3151866.386915
  nChanged 2
		SP:Iteration 60F (121214.080000 sec): 3 clusters
  Score: Raw -3155202.487874 + Penalty 3335.207027 = -3151867.280847
  nChanged 1
		SP:Iteration 61Q (121214.380000 sec): 3 clusters
  Score: Raw -3155203.056206 + Penalty 3335.207027 = -3151867.849179
  nChanged 3
		SP:Iteration 62Q (121214.670000 sec): 3 clusters
  Score: Raw -3155204.117844 + Penalty 3335.207027 = -3151868.910817
  nChanged 0
		SP:Iteration 63F (121215.000000 sec): 3 clusters
  Score: Raw -3155204.117844 + Penalty 3335.207027 = -3151868.910817
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121215.120000 sec): 2 clusters
  Score: Raw -941732.760513 + Penalty 1466.909995 = -940265.850519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121215.320000 sec): 3 clusters
  Score: Raw -937078.496232 + Penalty 2933.819989 = -934144.676243
  nChanged 3522
		SP:Iteration 1F (121215.510000 sec): 3 clusters
  Score: Raw -938912.929027 + Penalty 2933.819989 = -935979.109038
  nChanged 523
		SP:Iteration 2F (121215.730000 sec): 3 clusters
  Score: Raw -939135.588626 + Penalty 2933.819989 = -936201.768637
  nChanged 437
		SP:Iteration 3F (121215.890000 sec): 3 clusters
  Score: Raw -939323.920662 + Penalty 2933.819989 = -936390.100673
  nChanged 395
		SP:Iteration 4Q (121216.090000 sec): 3 clusters
  Score: Raw -939501.423545 + Penalty 2933.819989 = -936567.603556
  nChanged 359
		SP:Iteration 5Q (121216.320000 sec): 3 clusters
  Score: Raw -939666.978742 + Penalty 2933.819989 = -936733.158753
  nChanged 378
		SP:Iteration 6Q (121216.500000 sec): 3 clusters
  Score: Raw -939855.962855 + Penalty 2933.819989 = -936922.142866
  nChanged 382
		SP:Iteration 7Q (121216.680000 sec): 3 clusters
  Score: Raw -940080.395772 + Penalty 2933.819989 = -937146.575783
  nChanged 419
		SP:Iteration 8F (121216.900000 sec): 3 clusters
  Score: Raw -940366.478974 + Penalty 2933.819989 = -937432.658985
  nChanged 440
		SP:Iteration 9F (121217.100000 sec): 3 clusters
  Score: Raw -940680.886887 + Penalty 2933.819989 = -937747.066898
  nChanged 416
		SP:Iteration 10Q (121217.330000 sec): 3 clusters
  Score: Raw -940997.553774 + Penalty 2933.819989 = -938063.733785
  nChanged 333
		SP:Iteration 11Q (121217.500000 sec): 3 clusters
  Score: Raw -941264.232736 + Penalty 2933.819989 = -938330.412747
  nChanged 269
		SP:Iteration 12Q (121217.730000 sec): 3 clusters
  Score: Raw -941491.609008 + Penalty 2933.819989 = -938557.789019
  nChanged 194
		SP:Iteration 13Q (121217.960000 sec): 3 clusters
  Score: Raw -941655.317390 + Penalty 2933.819989 = -938721.497401
  nChanged 135
		SP:Iteration 14Q (121218.160000 sec): 3 clusters
  Score: Raw -941766.730253 + Penalty 2933.819989 = -938832.910264
  nChanged 77
		SP:Iteration 15Q (121218.370000 sec): 3 clusters
  Score: Raw -941837.957399 + Penalty 2933.819989 = -938904.137410
  nChanged 55
		SP:Iteration 16Q (121218.570000 sec): 3 clusters
  Score: Raw -941887.613606 + Penalty 2933.819989 = -938953.793617
  nChanged 33
		SP:Iteration 17Q (121218.790000 sec): 3 clusters
  Score: Raw -941920.351268 + Penalty 2933.819989 = -938986.531279
  nChanged 21
		SP:Iteration 18Q (121219.030000 sec): 3 clusters
  Score: Raw -941938.677930 + Penalty 2933.819989 = -939004.857941
  nChanged 19
		SP:Iteration 19Q (121219.240000 sec): 3 clusters
  Score: Raw -941954.882540 + Penalty 2933.819989 = -939021.062551
  nChanged 10
		SP:Iteration 20F (121219.450000 sec): 3 clusters
  Score: Raw -941963.383036 + Penalty 2933.819989 = -939029.563047
  nChanged 5
		SP:Iteration 21Q (121219.670000 sec): 3 clusters
  Score: Raw -941967.788821 + Penalty 2933.819989 = -939033.968832
  nChanged 7
		SP:Iteration 22Q (121219.870000 sec): 3 clusters
  Score: Raw -941976.221553 + Penalty 2933.819989 = -939042.401564
  nChanged 6
		SP:Iteration 23Q (121220.070000 sec): 3 clusters
  Score: Raw -941980.745885 + Penalty 2933.819989 = -939046.925896
  nChanged 4
		SP:Iteration 24Q (121220.270000 sec): 3 clusters
  Score: Raw -941984.853542 + Penalty 2933.819989 = -939051.033553
  nChanged 6
		SP:Iteration 25Q (121220.480000 sec): 3 clusters
  Score: Raw -941990.713362 + Penalty 2933.819989 = -939056.893373
  nChanged 4
		SP:Iteration 26Q (121220.670000 sec): 3 clusters
  Score: Raw -941995.894006 + Penalty 2933.819989 = -939062.074017
  nChanged 3
		SP:Iteration 27Q (121220.890000 sec): 3 clusters
  Score: Raw -942000.265783 + Penalty 2933.819989 = -939066.445794
  nChanged 8
		SP:Iteration 28Q (121221.090000 sec): 3 clusters
  Score: Raw -942011.973764 + Penalty 2933.819989 = -939078.153775
  nChanged 4
		SP:Iteration 29Q (121221.270000 sec): 3 clusters
  Score: Raw -942016.221227 + Penalty 2933.819989 = -939082.401238
  nChanged 4
		SP:Iteration 30Q (121221.520000 sec): 3 clusters
  Score: Raw -942022.152107 + Penalty 2933.819989 = -939088.332118
  nChanged 3
		SP:Iteration 31Q (121221.730000 sec): 3 clusters
  Score: Raw -942024.609093 + Penalty 2933.819989 = -939090.789104
  nChanged 4
		SP:Iteration 32Q (121221.890000 sec): 3 clusters
  Score: Raw -942029.368468 + Penalty 2933.819989 = -939095.548479
  nChanged 2
		SP:Iteration 33Q (121222.100000 sec): 3 clusters
  Score: Raw -942032.605261 + Penalty 2933.819989 = -939098.785272
  nChanged 4
		SP:Iteration 34Q (121222.310000 sec): 3 clusters
  Score: Raw -942036.424135 + Penalty 2933.819989 = -939102.604146
  nChanged 4
		SP:Iteration 35Q (121222.540000 sec): 3 clusters
  Score: Raw -942041.961657 + Penalty 2933.819989 = -939108.141668
  nChanged 2
		SP:Iteration 36Q (121222.720000 sec): 3 clusters
  Score: Raw -942043.771940 + Penalty 2933.819989 = -939109.951951
  nChanged 0
		SP:Iteration 37F (121222.940000 sec): 3 clusters
  Score: Raw -942043.771940 + Penalty 2933.819989 = -939109.951951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121223.050000 sec): 2 clusters
  Score: Raw -207363.751277 + Penalty 1255.581221 = -206108.170057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121223.230000 sec): 3 clusters
  Score: Raw -206394.287975 + Penalty 2511.162441 = -203883.125534
  nChanged 879
		SP:Iteration 1F (121223.420000 sec): 3 clusters
  Score: Raw -207214.266951 + Penalty 2511.162441 = -204703.104510
  nChanged 253
		SP:Iteration 2F (121223.560000 sec): 3 clusters
  Score: Raw -207578.516816 + Penalty 2511.162441 = -205067.354375
  nChanged 199
		SP:Iteration 3F (121223.760000 sec): 3 clusters
  Score: Raw -207869.418625 + Penalty 2511.162441 = -205358.256184
  nChanged 173
		SP:Iteration 4F (121223.930000 sec): 3 clusters
  Score: Raw -208104.368511 + Penalty 2511.162441 = -205593.206070
  nChanged 127
		SP:Iteration 5F (121224.070000 sec): 3 clusters
  Score: Raw -208262.295113 + Penalty 2511.162441 = -205751.132671
  nChanged 83
		SP:Iteration 6Q (121224.290000 sec): 3 clusters
  Score: Raw -208331.903140 + Penalty 2511.162441 = -205820.740698
  nChanged 49
		SP:Iteration 7Q (121224.420000 sec): 3 clusters
  Score: Raw -208358.262960 + Penalty 2511.162441 = -205847.100518
  nChanged 24
		SP:Iteration 8Q (121224.610000 sec): 3 clusters
  Score: Raw -208368.812473 + Penalty 2511.162441 = -205857.650032
  nChanged 8
		SP:Iteration 9Q (121224.770000 sec): 3 clusters
  Score: Raw -208373.773776 + Penalty 2511.162441 = -205862.611335
  nChanged 6
		SP:Iteration 10Q (121224.970000 sec): 3 clusters
  Score: Raw -208376.074469 + Penalty 2511.162441 = -205864.912028
  nChanged 5
		SP:Iteration 11Q (121225.150000 sec): 3 clusters
  Score: Raw -208380.303695 + Penalty 2511.162441 = -205869.141254
  nChanged 13
		SP:Iteration 12Q (121225.330000 sec): 3 clusters
  Score: Raw -208388.863322 + Penalty 2511.162441 = -205877.700881
  nChanged 13
		SP:Iteration 13Q (121225.500000 sec): 3 clusters
  Score: Raw -208402.786690 + Penalty 2511.162441 = -205891.624249
  nChanged 20
		SP:Iteration 14Q (121225.660000 sec): 3 clusters
  Score: Raw -208414.708786 + Penalty 2511.162441 = -205903.546345
  nChanged 17
		SP:Iteration 15Q (121225.800000 sec): 3 clusters
  Score: Raw -208424.236686 + Penalty 2511.162441 = -205913.074245
  nChanged 12
		SP:Iteration 16Q (121225.960000 sec): 3 clusters
  Score: Raw -208430.619476 + Penalty 2511.162441 = -205919.457035
  nChanged 9
		SP:Iteration 17Q (121226.130000 sec): 3 clusters
  Score: Raw -208434.221048 + Penalty 2511.162441 = -205923.058607
  nChanged 9
		SP:Iteration 18Q (121226.270000 sec): 3 clusters
  Score: Raw -208438.435937 + Penalty 2511.162441 = -205927.273496
  nChanged 9
		SP:Iteration 19Q (121226.450000 sec): 3 clusters
  Score: Raw -208443.317696 + Penalty 2511.162441 = -205932.155255
  nChanged 7
		SP:Iteration 20F (121226.610000 sec): 3 clusters
  Score: Raw -208447.180871 + Penalty 2511.162441 = -205936.018430
  nChanged 9
		SP:Iteration 21Q (121226.730000 sec): 3 clusters
  Score: Raw -208451.257564 + Penalty 2511.162441 = -205940.095123
  nChanged 6
		SP:Iteration 22Q (121226.840000 sec): 3 clusters
  Score: Raw -208456.407161 + Penalty 2511.162441 = -205945.244720
  nChanged 8
		SP:Iteration 23Q (121227.000000 sec): 3 clusters
  Score: Raw -208461.944474 + Penalty 2511.162441 = -205950.782033
  nChanged 7
		SP:Iteration 24Q (121227.190000 sec): 3 clusters
  Score: Raw -208466.765300 + Penalty 2511.162441 = -205955.602859
  nChanged 8
		SP:Iteration 25Q (121227.340000 sec): 3 clusters
  Score: Raw -208471.397506 + Penalty 2511.162441 = -205960.235065
  nChanged 10
		SP:Iteration 26Q (121227.530000 sec): 3 clusters
  Score: Raw -208480.025414 + Penalty 2511.162441 = -205968.862973
  nChanged 13
		SP:Iteration 27Q (121227.700000 sec): 3 clusters
  Score: Raw -208490.928817 + Penalty 2511.162441 = -205979.766375
  nChanged 12
		SP:Iteration 28Q (121227.830000 sec): 3 clusters
  Score: Raw -208497.442553 + Penalty 2511.162441 = -205986.280112
  nChanged 15
		SP:Iteration 29Q (121228.000000 sec): 3 clusters
  Score: Raw -208510.001867 + Penalty 2511.162441 = -205998.839426
  nChanged 20
		SP:Iteration 30Q (121228.200000 sec): 3 clusters
  Score: Raw -208523.403926 + Penalty 2511.162441 = -206012.241484
  nChanged 17
		SP:Iteration 31Q (121228.330000 sec): 3 clusters
  Score: Raw -208536.310190 + Penalty 2511.162441 = -206025.147749
  nChanged 21
		SP:Iteration 32Q (121228.490000 sec): 3 clusters
  Score: Raw -208550.111877 + Penalty 2511.162441 = -206038.949436
  nChanged 19
		SP:Iteration 33Q (121228.630000 sec): 3 clusters
  Score: Raw -208569.528295 + Penalty 2511.162441 = -206058.365854
  nChanged 26
		SP:Iteration 34Q (121228.770000 sec): 3 clusters
  Score: Raw -208585.933840 + Penalty 2511.162441 = -206074.771399
  nChanged 20
		SP:Iteration 35Q (121228.890000 sec): 3 clusters
  Score: Raw -208597.723192 + Penalty 2511.162441 = -206086.560751
  nChanged 18
		SP:Iteration 36Q (121229.080000 sec): 3 clusters
  Score: Raw -208607.955768 + Penalty 2511.162441 = -206096.793327
  nChanged 13
		SP:Iteration 37Q (121229.200000 sec): 3 clusters
  Score: Raw -208624.229018 + Penalty 2511.162441 = -206113.066577
  nChanged 12
		SP:Iteration 38Q (121229.380000 sec): 3 clusters
  Score: Raw -208634.373059 + Penalty 2511.162441 = -206123.210618
  nChanged 9
		SP:Iteration 39Q (121229.570000 sec): 3 clusters
  Score: Raw -208643.317360 + Penalty 2511.162441 = -206132.154919
  nChanged 13
		SP:Iteration 40F (121229.740000 sec): 3 clusters
  Score: Raw -208651.004309 + Penalty 2511.162441 = -206139.841868
  nChanged 5
		SP:Iteration 41Q (121229.890000 sec): 3 clusters
  Score: Raw -208653.568078 + Penalty 2511.162441 = -206142.405637
  nChanged 4
		SP:Iteration 42Q (121230.090000 sec): 3 clusters
  Score: Raw -208655.644625 + Penalty 2511.162441 = -206144.482183
  nChanged 3
		SP:Iteration 43Q (121230.280000 sec): 3 clusters
  Score: Raw -208657.201013 + Penalty 2511.162441 = -206146.038572
  nChanged 4
		SP:Iteration 44Q (121230.430000 sec): 3 clusters
  Score: Raw -208659.490830 + Penalty 2511.162441 = -206148.328389
  nChanged 4
		SP:Iteration 45Q (121230.590000 sec): 3 clusters
  Score: Raw -208662.567174 + Penalty 2511.162441 = -206151.404733
  nChanged 4
		SP:Iteration 46Q (121230.800000 sec): 3 clusters
  Score: Raw -208663.691082 + Penalty 2511.162441 = -206152.528641
  nChanged 2
		SP:Iteration 47Q (121230.910000 sec): 3 clusters
  Score: Raw -208664.962615 + Penalty 2511.162441 = -206153.800174
  nChanged 2
		SP:Iteration 48Q (121231.060000 sec): 3 clusters
  Score: Raw -208665.398772 + Penalty 2511.162441 = -206154.236331
  nChanged 3
		SP:Iteration 49Q (121231.210000 sec): 3 clusters
  Score: Raw -208667.149282 + Penalty 2511.162441 = -206155.986841
  nChanged 2
		SP:Iteration 50Q (121231.390000 sec): 3 clusters
  Score: Raw -208668.716601 + Penalty 2511.162441 = -206157.554160
  nChanged 5
		SP:Iteration 51Q (121231.560000 sec): 3 clusters
  Score: Raw -208670.683839 + Penalty 2511.162441 = -206159.521398
  nChanged 5
		SP:Iteration 52Q (121231.720000 sec): 3 clusters
  Score: Raw -208672.870377 + Penalty 2511.162441 = -206161.707936
  nChanged 1
		SP:Iteration 53Q (121231.860000 sec): 3 clusters
  Score: Raw -208673.049615 + Penalty 2511.162441 = -206161.887174
  nChanged 2
		SP:Iteration 54Q (121232.060000 sec): 3 clusters
  Score: Raw -208673.644348 + Penalty 2511.162441 = -206162.481907
  nChanged 3
		SP:Iteration 55Q (121232.210000 sec): 3 clusters
  Score: Raw -208674.333924 + Penalty 2511.162441 = -206163.171483
  nChanged 0
		SP:Iteration 56F (121232.380000 sec): 3 clusters
  Score: Raw -208674.333924 + Penalty 2511.162441 = -206163.171483
  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 9.05 GB.

 Trying to split cluster 23 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121232.510000 sec): 2 clusters
  Score: Raw -562174.727031 + Penalty 1397.540096 = -560777.186935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121232.710000 sec): 3 clusters
  Score: Raw -559346.436734 + Penalty 2795.080193 = -556551.356541
  nChanged 2247
		SP:Iteration 1F (121232.900000 sec): 3 clusters
  Score: Raw -560804.412628 + Penalty 2795.080193 = -558009.332435
  nChanged 484
		SP:Iteration 2F (121233.120000 sec): 3 clusters
  Score: Raw -561184.944859 + Penalty 2795.080193 = -558389.864667
  nChanged 409
		SP:Iteration 3F (121233.330000 sec): 3 clusters
  Score: Raw -561474.405258 + Penalty 2795.080193 = -558679.325065
  nChanged 345
		SP:Iteration 4F (121233.550000 sec): 3 clusters
  Score: Raw -561731.062977 + Penalty 2795.080193 = -558935.982784
  nChanged 306
		SP:Iteration 5F (121233.710000 sec): 3 clusters
  Score: Raw -561956.120028 + Penalty 2795.080193 = -559161.039835
  nChanged 256
		SP:Iteration 6Q (121233.900000 sec): 3 clusters
  Score: Raw -562149.921913 + Penalty 2795.080193 = -559354.841720
  nChanged 228
		SP:Iteration 7Q (121234.070000 sec): 3 clusters
  Score: Raw -562317.467625 + Penalty 2795.080193 = -559522.387433
  nChanged 176
		SP:Iteration 8Q (121234.300000 sec): 3 clusters
  Score: Raw -562461.171252 + Penalty 2795.080193 = -559666.091059
  nChanged 138
		SP:Iteration 9Q (121234.470000 sec): 3 clusters
  Score: Raw -562559.883396 + Penalty 2795.080193 = -559764.803203
  nChanged 113
		SP:Iteration 10Q (121234.660000 sec): 3 clusters
  Score: Raw -562664.178091 + Penalty 2795.080193 = -559869.097899
  nChanged 93
		SP:Iteration 11Q (121234.870000 sec): 3 clusters
  Score: Raw -562764.902908 + Penalty 2795.080193 = -559969.822716
  nChanged 75
		SP:Iteration 12Q (121235.070000 sec): 3 clusters
  Score: Raw -562851.613740 + Penalty 2795.080193 = -560056.533547
  nChanged 40
		SP:Iteration 13Q (121235.260000 sec): 3 clusters
  Score: Raw -562902.184937 + Penalty 2795.080193 = -560107.104744
  nChanged 30
		SP:Iteration 14Q (121235.430000 sec): 3 clusters
  Score: Raw -562927.988143 + Penalty 2795.080193 = -560132.907951
  nChanged 18
		SP:Iteration 15Q (121235.600000 sec): 3 clusters
  Score: Raw -562942.022072 + Penalty 2795.080193 = -560146.941879
  nChanged 15
		SP:Iteration 16Q (121235.810000 sec): 3 clusters
  Score: Raw -562955.632120 + Penalty 2795.080193 = -560160.551927
  nChanged 18
		SP:Iteration 17Q (121235.990000 sec): 3 clusters
  Score: Raw -562967.208404 + Penalty 2795.080193 = -560172.128211
  nChanged 12
		SP:Iteration 18Q (121236.140000 sec): 3 clusters
  Score: Raw -562979.263229 + Penalty 2795.080193 = -560184.183036
  nChanged 14
		SP:Iteration 19Q (121236.320000 sec): 3 clusters
  Score: Raw -562991.596416 + Penalty 2795.080193 = -560196.516224
  nChanged 19
		SP:Iteration 20F (121236.470000 sec): 3 clusters
  Score: Raw -563005.723551 + Penalty 2795.080193 = -560210.643359
  nChanged 15
		SP:Iteration 21Q (121236.610000 sec): 3 clusters
  Score: Raw -563022.839247 + Penalty 2795.080193 = -560227.759054
  nChanged 18
		SP:Iteration 22Q (121236.790000 sec): 3 clusters
  Score: Raw -563032.092798 + Penalty 2795.080193 = -560237.012605
  nChanged 13
		SP:Iteration 23Q (121236.960000 sec): 3 clusters
  Score: Raw -563044.552133 + Penalty 2795.080193 = -560249.471940
  nChanged 13
		SP:Iteration 24Q (121237.090000 sec): 3 clusters
  Score: Raw -563057.660699 + Penalty 2795.080193 = -560262.580507
  nChanged 14
		SP:Iteration 25Q (121237.220000 sec): 3 clusters
  Score: Raw -563069.115899 + Penalty 2795.080193 = -560274.035706
  nChanged 13
		SP:Iteration 26Q (121237.420000 sec): 3 clusters
  Score: Raw -563082.507293 + Penalty 2795.080193 = -560287.427100
  nChanged 8
		SP:Iteration 27Q (121237.640000 sec): 3 clusters
  Score: Raw -563091.401076 + Penalty 2795.080193 = -560296.320883
  nChanged 10
		SP:Iteration 28Q (121237.860000 sec): 3 clusters
  Score: Raw -563105.321223 + Penalty 2795.080193 = -560310.241030
  nChanged 10
		SP:Iteration 29Q (121238.020000 sec): 3 clusters
  Score: Raw -563116.017569 + Penalty 2795.080193 = -560320.937376
  nChanged 12
		SP:Iteration 30Q (121238.270000 sec): 3 clusters
  Score: Raw -563126.818367 + Penalty 2795.080193 = -560331.738174
  nChanged 10
		SP:Iteration 31Q (121238.440000 sec): 3 clusters
  Score: Raw -563136.577242 + Penalty 2795.080193 = -560341.497050
  nChanged 8
		SP:Iteration 32Q (121238.650000 sec): 3 clusters
  Score: Raw -563141.112076 + Penalty 2795.080193 = -560346.031884
  nChanged 4
		SP:Iteration 33Q (121238.840000 sec): 3 clusters
  Score: Raw -563142.766610 + Penalty 2795.080193 = -560347.686418
  nChanged 3
		SP:Iteration 34Q (121239.030000 sec): 3 clusters
  Score: Raw -563146.486663 + Penalty 2795.080193 = -560351.406470
  nChanged 5
		SP:Iteration 35Q (121239.230000 sec): 3 clusters
  Score: Raw -563150.467499 + Penalty 2795.080193 = -560355.387306
  nChanged 5
		SP:Iteration 36Q (121239.390000 sec): 3 clusters
  Score: Raw -563154.561264 + Penalty 2795.080193 = -560359.481072
  nChanged 3
		SP:Iteration 37Q (121239.550000 sec): 3 clusters
  Score: Raw -563157.505727 + Penalty 2795.080193 = -560362.425534
  nChanged 1
		SP:Iteration 38Q (121239.740000 sec): 3 clusters
  Score: Raw -563157.793706 + Penalty 2795.080193 = -560362.713513
  nChanged 0
		SP:Iteration 39F (121239.950000 sec): 3 clusters
  Score: Raw -563157.793706 + Penalty 2795.080193 = -560362.713513
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (61274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121240.400000 sec): 2 clusters
  Score: Raw -6753255.238191 + Penalty 1791.255519 = -6751463.982672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121240.900000 sec): 3 clusters
  Score: Raw -6714062.145014 + Penalty 3582.511039 = -6710479.633975
  nChanged 28898
		SP:Iteration 1F (121241.420000 sec): 3 clusters
  Score: Raw -6731208.083993 + Penalty 3582.511039 = -6727625.572955
  nChanged 2928
		SP:Iteration 2Q (121241.900000 sec): 3 clusters
  Score: Raw -6732325.448572 + Penalty 3582.511039 = -6728742.937533
  nChanged 3251
		SP:Iteration 3F (121242.320000 sec): 3 clusters
  Score: Raw -6733831.368034 + Penalty 3582.511039 = -6730248.856995
  nChanged 3713
		SP:Iteration 4F (121242.810000 sec): 3 clusters
  Score: Raw -6735772.082573 + Penalty 3582.511039 = -6732189.571535
  nChanged 4038
		SP:Iteration 5F (121243.220000 sec): 3 clusters
  Score: Raw -6737952.303153 + Penalty 3582.511039 = -6734369.792115
  nChanged 3848
		SP:Iteration 6F (121243.720000 sec): 3 clusters
  Score: Raw -6739936.981673 + Penalty 3582.511039 = -6736354.470634
  nChanged 3359
		SP:Iteration 7F (121244.210000 sec): 3 clusters
  Score: Raw -6741474.856795 + Penalty 3582.511039 = -6737892.345756
  nChanged 2660
		SP:Iteration 8Q (121244.700000 sec): 3 clusters
  Score: Raw -6742509.965848 + Penalty 3582.511039 = -6738927.454809
  nChanged 2094
		SP:Iteration 9Q (121245.220000 sec): 3 clusters
  Score: Raw -6743236.024356 + Penalty 3582.511039 = -6739653.513317
  nChanged 1755
		SP:Iteration 10Q (121245.680000 sec): 3 clusters
  Score: Raw -6743835.147436 + Penalty 3582.511039 = -6740252.636397
  nChanged 1540
		SP:Iteration 11Q (121246.150000 sec): 3 clusters
  Score: Raw -6744399.005531 + Penalty 3582.511039 = -6740816.494493
  nChanged 1537
		SP:Iteration 12Q (121246.600000 sec): 3 clusters
  Score: Raw -6745034.993026 + Penalty 3582.511039 = -6741452.481988
  nChanged 1622
		SP:Iteration 13Q (121247.070000 sec): 3 clusters
  Score: Raw -6745826.002069 + Penalty 3582.511039 = -6742243.491031
  nChanged 1770
		SP:Iteration 14Q (121247.520000 sec): 3 clusters
  Score: Raw -6746852.219890 + Penalty 3582.511039 = -6743269.708851
  nChanged 1856
		SP:Iteration 15Q (121248.030000 sec): 3 clusters
  Score: Raw -6748146.324847 + Penalty 3582.511039 = -6744563.813808
  nChanged 1770
		SP:Iteration 16Q (121248.480000 sec): 3 clusters
  Score: Raw -6749766.014995 + Penalty 3582.511039 = -6746183.503956
  nChanged 1502
		SP:Iteration 17Q (121248.940000 sec): 3 clusters
  Score: Raw -6751871.498904 + Penalty 3582.511039 = -6748288.987865
  nChanged 1101
		SP:Iteration 18Q (121249.420000 sec): 3 clusters
  Score: Raw -6753624.649665 + Penalty 3582.511039 = -6750042.138626
  nChanged 830
		SP:Iteration 19Q (121249.820000 sec): 3 clusters
  Score: Raw -6754360.730927 + Penalty 3582.511039 = -6750778.219888
  nChanged 532
		SP:Iteration 20F (121250.230000 sec): 3 clusters
  Score: Raw -6754597.642817 + Penalty 3582.511039 = -6751015.131778
  nChanged 337
		SP:Iteration 21Q (121250.540000 sec): 3 clusters
  Score: Raw -6754688.647675 + Penalty 3582.511039 = -6751106.136636
  nChanged 197
		SP:Iteration 22Q (121250.950000 sec): 3 clusters
  Score: Raw -6754726.683367 + Penalty 3582.511039 = -6751144.172329
  nChanged 124
		SP:Iteration 23Q (121251.280000 sec): 3 clusters
  Score: Raw -6754747.913170 + Penalty 3582.511039 = -6751165.402131
  nChanged 87
		SP:Iteration 24Q (121251.700000 sec): 3 clusters
  Score: Raw -6754759.381874 + Penalty 3582.511039 = -6751176.870835
  nChanged 57
		SP:Iteration 25Q (121252.070000 sec): 3 clusters
  Score: Raw -6754766.480651 + Penalty 3582.511039 = -6751183.969612
  nChanged 46
		SP:Iteration 26Q (121252.440000 sec): 3 clusters
  Score: Raw -6754771.248562 + Penalty 3582.511039 = -6751188.737523
  nChanged 34
		SP:Iteration 27Q (121252.790000 sec): 3 clusters
  Score: Raw -6754774.511689 + Penalty 3582.511039 = -6751192.000650
  nChanged 20
		SP:Iteration 28Q (121253.210000 sec): 3 clusters
  Score: Raw -6754776.419737 + Penalty 3582.511039 = -6751193.908698
  nChanged 13
		SP:Iteration 29Q (121253.600000 sec): 3 clusters
  Score: Raw -6754777.502118 + Penalty 3582.511039 = -6751194.991079
  nChanged 15
		SP:Iteration 30Q (121253.960000 sec): 3 clusters
  Score: Raw -6754778.270290 + Penalty 3582.511039 = -6751195.759251
  nChanged 10
		SP:Iteration 31Q (121254.360000 sec): 3 clusters
  Score: Raw -6754778.887857 + Penalty 3582.511039 = -6751196.376818
  nChanged 10
		SP:Iteration 32Q (121254.740000 sec): 3 clusters
  Score: Raw -6754779.567253 + Penalty 3582.511039 = -6751197.056215
  nChanged 11
		SP:Iteration 33Q (121255.120000 sec): 3 clusters
  Score: Raw -6754780.391831 + Penalty 3582.511039 = -6751197.880792
  nChanged 5
		SP:Iteration 34Q (121255.510000 sec): 3 clusters
  Score: Raw -6754780.755915 + Penalty 3582.511039 = -6751198.244876
  nChanged 2
		SP:Iteration 35Q (121255.900000 sec): 3 clusters
  Score: Raw -6754780.837567 + Penalty 3582.511039 = -6751198.326529
  nChanged 1
		SP:Iteration 36Q (121256.320000 sec): 3 clusters
  Score: Raw -6754780.862620 + Penalty 3582.511039 = -6751198.351581
  nChanged 1
		SP:Iteration 37Q (121256.690000 sec): 3 clusters
  Score: Raw -6754780.881897 + Penalty 3582.511039 = -6751198.370858
  nChanged 1
		SP:Iteration 38Q (121257.090000 sec): 3 clusters
  Score: Raw -6754780.943589 + Penalty 3582.511039 = -6751198.432551
  nChanged 0
		SP:Iteration 39F (121257.540000 sec): 3 clusters
  Score: Raw -6754780.943589 + Penalty 3582.511039 = -6751198.432551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121257.660000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121257.830000 sec): 3 clusters
  Score: Raw -24430.661211 + Penalty 1781.207650 = -22649.453561
  nChanged 30
		SP:Iteration 1F (121258.010000 sec): 3 clusters
  Score: Raw -24532.052342 + Penalty 1781.207650 = -22750.844691
  nChanged 10
		SP:Iteration 2Q (121258.180000 sec): 3 clusters
  Score: Raw -24556.843842 + Penalty 1781.207650 = -22775.636192
  nChanged 4
		SP:Iteration 3Q (121258.340000 sec): 3 clusters
  Score: Raw -24564.769517 + Penalty 1781.207650 = -22783.561867
  nChanged 1
		SP:Iteration 4Q (121258.490000 sec): 3 clusters
  Score: Raw -24565.583688 + Penalty 1781.207650 = -22784.376038
  nChanged 0
		SP:Iteration 5F (121258.690000 sec): 3 clusters
  Score: Raw -24565.583688 + Penalty 1781.207650 = -22784.376038
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121258.820000 sec): 2 clusters
  Score: Raw -1579289.321005 + Penalty 1554.870575 = -1577734.450430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121259.090000 sec): 3 clusters
  Score: Raw -1570918.839435 + Penalty 3109.741150 = -1567809.098285
  nChanged 6323
		SP:Iteration 1F (121259.300000 sec): 3 clusters
  Score: Raw -1574507.169149 + Penalty 3109.741150 = -1571397.427998
  nChanged 905
		SP:Iteration 2F (121259.540000 sec): 3 clusters
  Score: Raw -1575017.458568 + Penalty 3109.741150 = -1571907.717417
  nChanged 875
		SP:Iteration 3F (121259.750000 sec): 3 clusters
  Score: Raw -1575487.536342 + Penalty 3109.741150 = -1572377.795191
  nChanged 823
		SP:Iteration 4F (121259.990000 sec): 3 clusters
  Score: Raw -1575905.984054 + Penalty 3109.741150 = -1572796.242903
  nChanged 777
		SP:Iteration 5F (121260.240000 sec): 3 clusters
  Score: Raw -1576299.066084 + Penalty 3109.741150 = -1573189.324934
  nChanged 729
		SP:Iteration 6F (121260.480000 sec): 3 clusters
  Score: Raw -1576654.472650 + Penalty 3109.741150 = -1573544.731500
  nChanged 647
		SP:Iteration 7Q (121260.720000 sec): 3 clusters
  Score: Raw -1576971.760537 + Penalty 3109.741150 = -1573862.019386
  nChanged 563
		SP:Iteration 8Q (121260.960000 sec): 3 clusters
  Score: Raw -1577224.711574 + Penalty 3109.741150 = -1574114.970424
  nChanged 466
		SP:Iteration 9Q (121261.190000 sec): 3 clusters
  Score: Raw -1577428.048757 + Penalty 3109.741150 = -1574318.307606
  nChanged 425
		SP:Iteration 10Q (121261.450000 sec): 3 clusters
  Score: Raw -1577626.612112 + Penalty 3109.741150 = -1574516.870962
  nChanged 384
		SP:Iteration 11Q (121261.660000 sec): 3 clusters
  Score: Raw -1577824.348849 + Penalty 3109.741150 = -1574714.607699
  nChanged 369
		SP:Iteration 12Q (121261.890000 sec): 3 clusters
  Score: Raw -1578015.088201 + Penalty 3109.741150 = -1574905.347051
  nChanged 334
		SP:Iteration 13Q (121262.140000 sec): 3 clusters
  Score: Raw -1578195.262847 + Penalty 3109.741150 = -1575085.521696
  nChanged 328
		SP:Iteration 14Q (121262.330000 sec): 3 clusters
  Score: Raw -1578359.572187 + Penalty 3109.741150 = -1575249.831037
  nChanged 260
		SP:Iteration 15Q (121262.530000 sec): 3 clusters
  Score: Raw -1578486.822659 + Penalty 3109.741150 = -1575377.081509
  nChanged 201
		SP:Iteration 16Q (121262.750000 sec): 3 clusters
  Score: Raw -1578588.350580 + Penalty 3109.741150 = -1575478.609430
  nChanged 189
		SP:Iteration 17Q (121262.990000 sec): 3 clusters
  Score: Raw -1578670.265006 + Penalty 3109.741150 = -1575560.523856
  nChanged 152
		SP:Iteration 18Q (121263.200000 sec): 3 clusters
  Score: Raw -1578730.570117 + Penalty 3109.741150 = -1575620.828967
  nChanged 142
		SP:Iteration 19Q (121263.460000 sec): 3 clusters
  Score: Raw -1578781.984088 + Penalty 3109.741150 = -1575672.242938
  nChanged 140
		SP:Iteration 20F (121263.710000 sec): 3 clusters
  Score: Raw -1578832.188421 + Penalty 3109.741150 = -1575722.447271
  nChanged 138
		SP:Iteration 21Q (121263.960000 sec): 3 clusters
  Score: Raw -1578883.138482 + Penalty 3109.741150 = -1575773.397332
  nChanged 146
		SP:Iteration 22Q (121264.190000 sec): 3 clusters
  Score: Raw -1578939.212702 + Penalty 3109.741150 = -1575829.471552
  nChanged 138
		SP:Iteration 23Q (121264.410000 sec): 3 clusters
  Score: Raw -1578987.938970 + Penalty 3109.741150 = -1575878.197819
  nChanged 132
		SP:Iteration 24Q (121264.650000 sec): 3 clusters
  Score: Raw -1579029.129081 + Penalty 3109.741150 = -1575919.387931
  nChanged 129
		SP:Iteration 25Q (121264.850000 sec): 3 clusters
  Score: Raw -1579072.594930 + Penalty 3109.741150 = -1575962.853780
  nChanged 135
		SP:Iteration 26Q (121265.110000 sec): 3 clusters
  Score: Raw -1579124.534824 + Penalty 3109.741150 = -1576014.793674
  nChanged 130
		SP:Iteration 27Q (121265.330000 sec): 3 clusters
  Score: Raw -1579179.525623 + Penalty 3109.741150 = -1576069.784473
  nChanged 125
		SP:Iteration 28Q (121265.570000 sec): 3 clusters
  Score: Raw -1579234.860750 + Penalty 3109.741150 = -1576125.119599
  nChanged 125
		SP:Iteration 29Q (121265.830000 sec): 3 clusters
  Score: Raw -1579288.378574 + Penalty 3109.741150 = -1576178.637423
  nChanged 123
		SP:Iteration 30Q (121266.030000 sec): 3 clusters
  Score: Raw -1579339.248557 + Penalty 3109.741150 = -1576229.507407
  nChanged 118
		SP:Iteration 31Q (121266.290000 sec): 3 clusters
  Score: Raw -1579389.723575 + Penalty 3109.741150 = -1576279.982425
  nChanged 118
		SP:Iteration 32Q (121266.530000 sec): 3 clusters
  Score: Raw -1579442.349226 + Penalty 3109.741150 = -1576332.608076
  nChanged 115
		SP:Iteration 33Q (121266.790000 sec): 3 clusters
  Score: Raw -1579499.080069 + Penalty 3109.741150 = -1576389.338918
  nChanged 100
		SP:Iteration 34Q (121267.010000 sec): 3 clusters
  Score: Raw -1579547.229786 + Penalty 3109.741150 = -1576437.488636
  nChanged 73
		SP:Iteration 35Q (121267.280000 sec): 3 clusters
  Score: Raw -1579574.192467 + Penalty 3109.741150 = -1576464.451316
  nChanged 68
		SP:Iteration 36Q (121267.530000 sec): 3 clusters
  Score: Raw -1579597.949021 + Penalty 3109.741150 = -1576488.207871
  nChanged 46
		SP:Iteration 37Q (121267.720000 sec): 3 clusters
  Score: Raw -1579614.390570 + Penalty 3109.741150 = -1576504.649420
  nChanged 39
		SP:Iteration 38Q (121267.970000 sec): 3 clusters
  Score: Raw -1579628.919182 + Penalty 3109.741150 = -1576519.178032
  nChanged 51
		SP:Iteration 39Q (121268.210000 sec): 3 clusters
  Score: Raw -1579645.518224 + Penalty 3109.741150 = -1576535.777073
  nChanged 37
		SP:Iteration 40F (121268.470000 sec): 3 clusters
  Score: Raw -1579659.428682 + Penalty 3109.741150 = -1576549.687532
  nChanged 33
		SP:Iteration 41Q (121268.720000 sec): 3 clusters
  Score: Raw -1579670.797481 + Penalty 3109.741150 = -1576561.056331
  nChanged 36
		SP:Iteration 42Q (121268.950000 sec): 3 clusters
  Score: Raw -1579683.341160 + Penalty 3109.741150 = -1576573.600010
  nChanged 32
		SP:Iteration 43Q (121269.150000 sec): 3 clusters
  Score: Raw -1579693.573579 + Penalty 3109.741150 = -1576583.832429
  nChanged 24
		SP:Iteration 44Q (121269.370000 sec): 3 clusters
  Score: Raw -1579700.027936 + Penalty 3109.741150 = -1576590.286786
  nChanged 13
		SP:Iteration 45Q (121269.580000 sec): 3 clusters
  Score: Raw -1579703.032913 + Penalty 3109.741150 = -1576593.291763
  nChanged 12
		SP:Iteration 46Q (121269.810000 sec): 3 clusters
  Score: Raw -1579706.398513 + Penalty 3109.741150 = -1576596.657363
  nChanged 13
		SP:Iteration 47Q (121270.040000 sec): 3 clusters
  Score: Raw -1579711.429561 + Penalty 3109.741150 = -1576601.688411
  nChanged 9
		SP:Iteration 48Q (121270.260000 sec): 3 clusters
  Score: Raw -1579714.514707 + Penalty 3109.741150 = -1576604.773557
  nChanged 10
		SP:Iteration 49Q (121270.480000 sec): 3 clusters
  Score: Raw -1579717.767312 + Penalty 3109.741150 = -1576608.026161
  nChanged 10
		SP:Iteration 50Q (121270.700000 sec): 3 clusters
  Score: Raw -1579720.919377 + Penalty 3109.741150 = -1576611.178226
  nChanged 11
		SP:Iteration 51Q (121270.910000 sec): 3 clusters
  Score: Raw -1579724.404964 + Penalty 3109.741150 = -1576614.663813
  nChanged 10
		SP:Iteration 52Q (121271.130000 sec): 3 clusters
  Score: Raw -1579727.472799 + Penalty 3109.741150 = -1576617.731648
  nChanged 10
		SP:Iteration 53Q (121271.340000 sec): 3 clusters
  Score: Raw -1579730.224148 + Penalty 3109.741150 = -1576620.482998
  nChanged 8
		SP:Iteration 54Q (121271.610000 sec): 3 clusters
  Score: Raw -1579733.068333 + Penalty 3109.741150 = -1576623.327182
  nChanged 8
		SP:Iteration 55Q (121271.810000 sec): 3 clusters
  Score: Raw -1579735.847638 + Penalty 3109.741150 = -1576626.106487
  nChanged 6
		SP:Iteration 56Q (121272.070000 sec): 3 clusters
  Score: Raw -1579737.069145 + Penalty 3109.741150 = -1576627.327994
  nChanged 9
		SP:Iteration 57Q (121272.280000 sec): 3 clusters
  Score: Raw -1579739.145189 + Penalty 3109.741150 = -1576629.404038
  nChanged 10
		SP:Iteration 58Q (121272.460000 sec): 3 clusters
  Score: Raw -1579741.144515 + Penalty 3109.741150 = -1576631.403365
  nChanged 3
		SP:Iteration 59Q (121272.710000 sec): 3 clusters
  Score: Raw -1579742.017281 + Penalty 3109.741150 = -1576632.276131
  nChanged 2
		SP:Iteration 60F (121272.920000 sec): 3 clusters
  Score: Raw -1579742.882744 + Penalty 3109.741150 = -1576633.141594
  nChanged 3
		SP:Iteration 61Q (121273.170000 sec): 3 clusters
  Score: Raw -1579743.246947 + Penalty 3109.741150 = -1576633.505797
  nChanged 1
		SP:Iteration 62Q (121273.390000 sec): 3 clusters
  Score: Raw -1579743.408336 + Penalty 3109.741150 = -1576633.667185
  nChanged 0
		SP:Iteration 63F (121273.590000 sec): 3 clusters
  Score: Raw -1579743.408336 + Penalty 3109.741150 = -1576633.667185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121273.690000 sec): 2 clusters
  Score: Raw -359216.528633 + Penalty 1329.165530 = -357887.363103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121273.860000 sec): 3 clusters
  Score: Raw -357498.747149 + Penalty 2658.331060 = -354840.416089
  nChanged 1417
		SP:Iteration 1F (121274.030000 sec): 3 clusters
  Score: Raw -358401.884689 + Penalty 2658.331060 = -355743.553629
  nChanged 335
		SP:Iteration 2F (121274.190000 sec): 3 clusters
  Score: Raw -358706.685778 + Penalty 2658.331060 = -356048.354718
  nChanged 254
		SP:Iteration 3F (121274.370000 sec): 3 clusters
  Score: Raw -358979.863488 + Penalty 2658.331060 = -356321.532428
  nChanged 240
		SP:Iteration 4F (121274.530000 sec): 3 clusters
  Score: Raw -359281.826043 + Penalty 2658.331060 = -356623.494983
  nChanged 207
		SP:Iteration 5F (121274.710000 sec): 3 clusters
  Score: Raw -359485.923761 + Penalty 2658.331060 = -356827.592701
  nChanged 170
		SP:Iteration 6Q (121274.950000 sec): 3 clusters
  Score: Raw -359630.785286 + Penalty 2658.331060 = -356972.454226
  nChanged 122
		SP:Iteration 7Q (121275.090000 sec): 3 clusters
  Score: Raw -359720.256748 + Penalty 2658.331060 = -357061.925688
  nChanged 108
		SP:Iteration 8Q (121275.270000 sec): 3 clusters
  Score: Raw -359792.492900 + Penalty 2658.331060 = -357134.161840
  nChanged 87
		SP:Iteration 9Q (121275.420000 sec): 3 clusters
  Score: Raw -359854.430980 + Penalty 2658.331060 = -357196.099919
  nChanged 80
		SP:Iteration 10Q (121275.550000 sec): 3 clusters
  Score: Raw -359905.507424 + Penalty 2658.331060 = -357247.176363
  nChanged 73
		SP:Iteration 11Q (121275.700000 sec): 3 clusters
  Score: Raw -359957.037952 + Penalty 2658.331060 = -357298.706892
  nChanged 63
		SP:Iteration 12Q (121275.840000 sec): 3 clusters
  Score: Raw -360008.780054 + Penalty 2658.331060 = -357350.448994
  nChanged 61
		SP:Iteration 13Q (121276.000000 sec): 3 clusters
  Score: Raw -360049.943596 + Penalty 2658.331060 = -357391.612536
  nChanged 46
		SP:Iteration 14Q (121276.210000 sec): 3 clusters
  Score: Raw -360077.864070 + Penalty 2658.331060 = -357419.533010
  nChanged 40
		SP:Iteration 15Q (121276.350000 sec): 3 clusters
  Score: Raw -360100.822961 + Penalty 2658.331060 = -357442.491901
  nChanged 52
		SP:Iteration 16Q (121276.520000 sec): 3 clusters
  Score: Raw -360129.341801 + Penalty 2658.331060 = -357471.010741
  nChanged 40
		SP:Iteration 17Q (121276.720000 sec): 3 clusters
  Score: Raw -360149.816258 + Penalty 2658.331060 = -357491.485198
  nChanged 31
		SP:Iteration 18Q (121276.870000 sec): 3 clusters
  Score: Raw -360172.388988 + Penalty 2658.331060 = -357514.057928
  nChanged 25
		SP:Iteration 19Q (121277.090000 sec): 3 clusters
  Score: Raw -360182.585718 + Penalty 2658.331060 = -357524.254657
  nChanged 20
		SP:Iteration 20F (121277.230000 sec): 3 clusters
  Score: Raw -360191.085449 + Penalty 2658.331060 = -357532.754389
  nChanged 15
		SP:Iteration 21Q (121277.400000 sec): 3 clusters
  Score: Raw -360197.951542 + Penalty 2658.331060 = -357539.620482
  nChanged 15
		SP:Iteration 22Q (121277.560000 sec): 3 clusters
  Score: Raw -360207.110983 + Penalty 2658.331060 = -357548.779922
  nChanged 11
		SP:Iteration 23Q (121277.730000 sec): 3 clusters
  Score: Raw -360212.456168 + Penalty 2658.331060 = -357554.125108
  nChanged 6
		SP:Iteration 24Q (121277.900000 sec): 3 clusters
  Score: Raw -360214.014052 + Penalty 2658.331060 = -357555.682992
  nChanged 7
		SP:Iteration 25Q (121278.020000 sec): 3 clusters
  Score: Raw -360215.898120 + Penalty 2658.331060 = -357557.567059
  nChanged 7
		SP:Iteration 26Q (121278.210000 sec): 3 clusters
  Score: Raw -360217.495153 + Penalty 2658.331060 = -357559.164093
  nChanged 3
		SP:Iteration 27Q (121278.340000 sec): 3 clusters
  Score: Raw -360218.582584 + Penalty 2658.331060 = -357560.251523
  nChanged 3
		SP:Iteration 28Q (121278.520000 sec): 3 clusters
  Score: Raw -360219.349266 + Penalty 2658.331060 = -357561.018205
  nChanged 0
		SP:Iteration 29F (121278.650000 sec): 3 clusters
  Score: Raw -360219.349266 + Penalty 2658.331060 = -357561.018205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (107075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121279.310000 sec): 2 clusters
  Score: Raw -11199424.876238 + Penalty 1881.958780 = -11197542.917458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121280.010000 sec): 3 clusters
  Score: Raw -11129558.131117 + Penalty 3763.917561 = -11125794.213556
  nChanged 51254
		SP:Iteration 1F (121280.760000 sec): 3 clusters
  Score: Raw -11159973.428429 + Penalty 3763.917561 = -11156209.510869
  nChanged 4475
		SP:Iteration 2Q (121281.550000 sec): 3 clusters
  Score: Raw -11161692.876418 + Penalty 3763.917561 = -11157928.958858
  nChanged 5205
		SP:Iteration 3Q (121282.330000 sec): 3 clusters
  Score: Raw -11164025.240761 + Penalty 3763.917561 = -11160261.323200
  nChanged 5705
		SP:Iteration 4F (121283.110000 sec): 3 clusters
  Score: Raw -11166855.465530 + Penalty 3763.917561 = -11163091.547969
  nChanged 6160
		SP:Iteration 5F (121283.830000 sec): 3 clusters
  Score: Raw -11170134.502548 + Penalty 3763.917561 = -11166370.584988
  nChanged 6649
		SP:Iteration 6F (121284.600000 sec): 3 clusters
  Score: Raw -11173793.674931 + Penalty 3763.917561 = -11170029.757371
  nChanged 6345
		SP:Iteration 7F (121285.320000 sec): 3 clusters
  Score: Raw -11177379.748225 + Penalty 3763.917561 = -11173615.830665
  nChanged 5746
		SP:Iteration 8F (121286.020000 sec): 3 clusters
  Score: Raw -11180404.993319 + Penalty 3763.917561 = -11176641.075758
  nChanged 4795
		SP:Iteration 9Q (121286.790000 sec): 3 clusters
  Score: Raw -11182703.751349 + Penalty 3763.917561 = -11178939.833788
  nChanged 3991
		SP:Iteration 10Q (121287.550000 sec): 3 clusters
  Score: Raw -11184454.530195 + Penalty 3763.917561 = -11180690.612634
  nChanged 3501
		SP:Iteration 11Q (121288.320000 sec): 3 clusters
  Score: Raw -11185993.526737 + Penalty 3763.917561 = -11182229.609176
  nChanged 3313
		SP:Iteration 12Q (121289.090000 sec): 3 clusters
  Score: Raw -11187515.034696 + Penalty 3763.917561 = -11183751.117135
  nChanged 3125
		SP:Iteration 13Q (121289.880000 sec): 3 clusters
  Score: Raw -11189063.205438 + Penalty 3763.917561 = -11185299.287878
  nChanged 2981
		SP:Iteration 14Q (121290.730000 sec): 3 clusters
  Score: Raw -11190633.168317 + Penalty 3763.917561 = -11186869.250756
  nChanged 2867
		SP:Iteration 15Q (121291.590000 sec): 3 clusters
  Score: Raw -11192347.084533 + Penalty 3763.917561 = -11188583.166972
  nChanged 2685
		SP:Iteration 16Q (121292.350000 sec): 3 clusters
  Score: Raw -11194219.275757 + Penalty 3763.917561 = -11190455.358196
  nChanged 2280
		SP:Iteration 17Q (121293.190000 sec): 3 clusters
  Score: Raw -11195931.509648 + Penalty 3763.917561 = -11192167.592088
  nChanged 1788
		SP:Iteration 18Q (121293.970000 sec): 3 clusters
  Score: Raw -11197311.643940 + Penalty 3763.917561 = -11193547.726379
  nChanged 1322
		SP:Iteration 19Q (121294.760000 sec): 3 clusters
  Score: Raw -11198282.710156 + Penalty 3763.917561 = -11194518.792595
  nChanged 1089
		SP:Iteration 20F (121295.540000 sec): 3 clusters
  Score: Raw -11199040.734427 + Penalty 3763.917561 = -11195276.816867
  nChanged 855
		SP:Iteration 21Q (121296.340000 sec): 3 clusters
  Score: Raw -11199553.837645 + Penalty 3763.917561 = -11195789.920084
  nChanged 673
		SP:Iteration 22Q (121297.090000 sec): 3 clusters
  Score: Raw -11199885.756278 + Penalty 3763.917561 = -11196121.838717
  nChanged 516
		SP:Iteration 23Q (121297.860000 sec): 3 clusters
  Score: Raw -11200106.331721 + Penalty 3763.917561 = -11196342.414161
  nChanged 434
		SP:Iteration 24Q (121298.650000 sec): 3 clusters
  Score: Raw -11200264.454322 + Penalty 3763.917561 = -11196500.536761
  nChanged 347
		SP:Iteration 25Q (121299.470000 sec): 3 clusters
  Score: Raw -11200368.464030 + Penalty 3763.917561 = -11196604.546469
  nChanged 293
		SP:Iteration 26Q (121300.240000 sec): 3 clusters
  Score: Raw -11200441.414586 + Penalty 3763.917561 = -11196677.497025
  nChanged 229
		SP:Iteration 27Q (121300.920000 sec): 3 clusters
  Score: Raw -11200492.612333 + Penalty 3763.917561 = -11196728.694772
  nChanged 191
		SP:Iteration 28Q (121301.600000 sec): 3 clusters
  Score: Raw -11200531.445993 + Penalty 3763.917561 = -11196767.528432
  nChanged 162
		SP:Iteration 29Q (121302.360000 sec): 3 clusters
  Score: Raw -11200561.381638 + Penalty 3763.917561 = -11196797.464077
  nChanged 135
		SP:Iteration 30Q (121303.100000 sec): 3 clusters
  Score: Raw -11200583.769605 + Penalty 3763.917561 = -11196819.852044
  nChanged 115
		SP:Iteration 31Q (121303.790000 sec): 3 clusters
  Score: Raw -11200602.824390 + Penalty 3763.917561 = -11196838.906829
  nChanged 118
		SP:Iteration 32Q (121304.490000 sec): 3 clusters
  Score: Raw -11200622.558532 + Penalty 3763.917561 = -11196858.640971
  nChanged 117
		SP:Iteration 33Q (121305.190000 sec): 3 clusters
  Score: Raw -11200643.928121 + Penalty 3763.917561 = -11196880.010560
  nChanged 107
		SP:Iteration 34Q (121305.950000 sec): 3 clusters
  Score: Raw -11200660.535735 + Penalty 3763.917561 = -11196896.618174
  nChanged 81
		SP:Iteration 35Q (121306.690000 sec): 3 clusters
  Score: Raw -11200671.252260 + Penalty 3763.917561 = -11196907.334700
  nChanged 61
		SP:Iteration 36Q (121307.450000 sec): 3 clusters
  Score: Raw -11200678.991731 + Penalty 3763.917561 = -11196915.074170
  nChanged 55
		SP:Iteration 37Q (121308.240000 sec): 3 clusters
  Score: Raw -11200684.670994 + Penalty 3763.917561 = -11196920.753433
  nChanged 46
		SP:Iteration 38Q (121309.040000 sec): 3 clusters
  Score: Raw -11200689.299499 + Penalty 3763.917561 = -11196925.381939
  nChanged 38
		SP:Iteration 39Q (121309.870000 sec): 3 clusters
  Score: Raw -11200692.837903 + Penalty 3763.917561 = -11196928.920342
  nChanged 29
		SP:Iteration 40F (121310.560000 sec): 3 clusters
  Score: Raw -11200695.297446 + Penalty 3763.917561 = -11196931.379885
  nChanged 29
		SP:Iteration 41Q (121311.240000 sec): 3 clusters
  Score: Raw -11200697.594473 + Penalty 3763.917561 = -11196933.676912
  nChanged 25
		SP:Iteration 42Q (121312.000000 sec): 3 clusters
  Score: Raw -11200700.016484 + Penalty 3763.917561 = -11196936.098923
  nChanged 32
		SP:Iteration 43Q (121312.790000 sec): 3 clusters
  Score: Raw -11200704.150679 + Penalty 3763.917561 = -11196940.233118
  nChanged 38
		SP:Iteration 44Q (121313.550000 sec): 3 clusters
  Score: Raw -11200708.906518 + Penalty 3763.917561 = -11196944.988958
  nChanged 34
		SP:Iteration 45Q (121314.420000 sec): 3 clusters
  Score: Raw -11200712.238513 + Penalty 3763.917561 = -11196948.320952
  nChanged 30
		SP:Iteration 46Q (121315.250000 sec): 3 clusters
  Score: Raw -11200715.148611 + Penalty 3763.917561 = -11196951.231050
  nChanged 30
		SP:Iteration 47Q (121316.090000 sec): 3 clusters
  Score: Raw -11200717.749124 + Penalty 3763.917561 = -11196953.831563
  nChanged 22
		SP:Iteration 48Q (121316.920000 sec): 3 clusters
  Score: Raw -11200720.085986 + Penalty 3763.917561 = -11196956.168426
  nChanged 18
		SP:Iteration 49Q (121317.610000 sec): 3 clusters
  Score: Raw -11200721.361961 + Penalty 3763.917561 = -11196957.444400
  nChanged 22
		SP:Iteration 50Q (121318.390000 sec): 3 clusters
  Score: Raw -11200723.541622 + Penalty 3763.917561 = -11196959.624061
  nChanged 22
		SP:Iteration 51Q (121319.180000 sec): 3 clusters
  Score: Raw -11200725.618339 + Penalty 3763.917561 = -11196961.700779
  nChanged 19
		SP:Iteration 52Q (121319.900000 sec): 3 clusters
  Score: Raw -11200727.310000 + Penalty 3763.917561 = -11196963.392440
  nChanged 15
		SP:Iteration 53Q (121320.640000 sec): 3 clusters
  Score: Raw -11200728.830839 + Penalty 3763.917561 = -11196964.913278
  nChanged 17
		SP:Iteration 54Q (121321.470000 sec): 3 clusters
  Score: Raw -11200730.559970 + Penalty 3763.917561 = -11196966.642409
  nChanged 19
		SP:Iteration 55Q (121322.230000 sec): 3 clusters
  Score: Raw -11200732.705396 + Penalty 3763.917561 = -11196968.787835
  nChanged 14
		SP:Iteration 56Q (121322.960000 sec): 3 clusters
  Score: Raw -11200733.952361 + Penalty 3763.917561 = -11196970.034800
  nChanged 10
		SP:Iteration 57Q (121323.750000 sec): 3 clusters
  Score: Raw -11200734.708445 + Penalty 3763.917561 = -11196970.790885
  nChanged 14
		SP:Iteration 58Q (121324.500000 sec): 3 clusters
  Score: Raw -11200735.826931 + Penalty 3763.917561 = -11196971.909370
  nChanged 6
		SP:Iteration 59Q (121325.210000 sec): 3 clusters
  Score: Raw -11200736.271337 + Penalty 3763.917561 = -11196972.353776
  nChanged 4
		SP:Iteration 60F (121325.970000 sec): 3 clusters
  Score: Raw -11200736.627236 + Penalty 3763.917561 = -11196972.709675
  nChanged 7
		SP:Iteration 61Q (121326.760000 sec): 3 clusters
  Score: Raw -11200737.450952 + Penalty 3763.917561 = -11196973.533391
  nChanged 12
		SP:Iteration 62Q (121327.550000 sec): 3 clusters
  Score: Raw -11200738.487551 + Penalty 3763.917561 = -11196974.569990
  nChanged 15
		SP:Iteration 63Q (121328.420000 sec): 3 clusters
  Score: Raw -11200739.514855 + Penalty 3763.917561 = -11196975.597294
  nChanged 12
		SP:Iteration 64Q (121329.210000 sec): 3 clusters
  Score: Raw -11200740.462601 + Penalty 3763.917561 = -11196976.545040
  nChanged 11
		SP:Iteration 65Q (121329.980000 sec): 3 clusters
  Score: Raw -11200741.204265 + Penalty 3763.917561 = -11196977.286704
  nChanged 6
		SP:Iteration 66Q (121330.770000 sec): 3 clusters
  Score: Raw -11200741.735106 + Penalty 3763.917561 = -11196977.817545
  nChanged 6
		SP:Iteration 67Q (121331.530000 sec): 3 clusters
  Score: Raw -11200742.259151 + Penalty 3763.917561 = -11196978.341590
  nChanged 3
		SP:Iteration 68Q (121332.220000 sec): 3 clusters
  Score: Raw -11200742.378605 + Penalty 3763.917561 = -11196978.461044
  nChanged 2
		SP:Iteration 69Q (121333.030000 sec): 3 clusters
  Score: Raw -11200742.443376 + Penalty 3763.917561 = -11196978.525815
  nChanged 1
		SP:Iteration 70Q (121333.740000 sec): 3 clusters
  Score: Raw -11200742.505349 + Penalty 3763.917561 = -11196978.587788
  nChanged 1
		SP:Iteration 71Q (121334.390000 sec): 3 clusters
  Score: Raw -11200742.537191 + Penalty 3763.917561 = -11196978.619630
  nChanged 0
		SP:Iteration 72F (121334.970000 sec): 3 clusters
  Score: Raw -11200742.537191 + Penalty 3763.917561 = -11196978.619630
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121335.120000 sec): 2 clusters
  Score: Raw -406768.929336 + Penalty 1336.731245 = -405432.198091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121335.290000 sec): 3 clusters
  Score: Raw -404881.258518 + Penalty 2673.462490 = -402207.796028
  nChanged 1470
		SP:Iteration 1F (121335.450000 sec): 3 clusters
  Score: Raw -405831.599319 + Penalty 2673.462490 = -403158.136829
  nChanged 349
		SP:Iteration 2F (121335.630000 sec): 3 clusters
  Score: Raw -406153.239238 + Penalty 2673.462490 = -403479.776749
  nChanged 307
		SP:Iteration 3F (121335.800000 sec): 3 clusters
  Score: Raw -406449.097813 + Penalty 2673.462490 = -403775.635324
  nChanged 249
		SP:Iteration 4F (121335.950000 sec): 3 clusters
  Score: Raw -406693.621253 + Penalty 2673.462490 = -404020.158763
  nChanged 200
		SP:Iteration 5F (121336.100000 sec): 3 clusters
  Score: Raw -406876.925111 + Penalty 2673.462490 = -404203.462621
  nChanged 141
		SP:Iteration 6Q (121336.240000 sec): 3 clusters
  Score: Raw -406961.947656 + Penalty 2673.462490 = -404288.485166
  nChanged 74
		SP:Iteration 7Q (121336.450000 sec): 3 clusters
  Score: Raw -407005.947627 + Penalty 2673.462490 = -404332.485138
  nChanged 56
		SP:Iteration 8Q (121336.630000 sec): 3 clusters
  Score: Raw -407036.501754 + Penalty 2673.462490 = -404363.039265
  nChanged 52
		SP:Iteration 9Q (121336.830000 sec): 3 clusters
  Score: Raw -407064.253113 + Penalty 2673.462490 = -404390.790623
  nChanged 38
		SP:Iteration 10Q (121336.970000 sec): 3 clusters
  Score: Raw -407084.278512 + Penalty 2673.462490 = -404410.816022
  nChanged 27
		SP:Iteration 11Q (121337.110000 sec): 3 clusters
  Score: Raw -407093.698533 + Penalty 2673.462490 = -404420.236044
  nChanged 16
		SP:Iteration 12Q (121337.270000 sec): 3 clusters
  Score: Raw -407101.448289 + Penalty 2673.462490 = -404427.985800
  nChanged 10
		SP:Iteration 13Q (121337.410000 sec): 3 clusters
  Score: Raw -407105.118617 + Penalty 2673.462490 = -404431.656128
  nChanged 8
		SP:Iteration 14Q (121337.560000 sec): 3 clusters
  Score: Raw -407107.613236 + Penalty 2673.462490 = -404434.150746
  nChanged 7
		SP:Iteration 15Q (121337.730000 sec): 3 clusters
  Score: Raw -407109.586062 + Penalty 2673.462490 = -404436.123573
  nChanged 3
		SP:Iteration 16Q (121337.870000 sec): 3 clusters
  Score: Raw -407110.855360 + Penalty 2673.462490 = -404437.392870
  nChanged 3
		SP:Iteration 17Q (121338.030000 sec): 3 clusters
  Score: Raw -407111.668477 + Penalty 2673.462490 = -404438.205987
  nChanged 1
		SP:Iteration 18Q (121338.200000 sec): 3 clusters
  Score: Raw -407112.130225 + Penalty 2673.462490 = -404438.667736
  nChanged 0
		SP:Iteration 19F (121338.400000 sec): 3 clusters
  Score: Raw -407112.130225 + Penalty 2673.462490 = -404438.667736
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121338.500000 sec): 2 clusters
  Score: Raw -338063.163713 + Penalty 1303.720741 = -336759.442972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121338.700000 sec): 3 clusters
  Score: Raw -336618.197357 + Penalty 2607.441483 = -334010.755874
  nChanged 1135
		SP:Iteration 1F (121338.860000 sec): 3 clusters
  Score: Raw -337313.318573 + Penalty 2607.441483 = -334705.877090
  nChanged 234
		SP:Iteration 2F (121339.010000 sec): 3 clusters
  Score: Raw -337474.035123 + Penalty 2607.441483 = -334866.593640
  nChanged 175
		SP:Iteration 3F (121339.130000 sec): 3 clusters
  Score: Raw -337596.502395 + Penalty 2607.441483 = -334989.060913
  nChanged 139
		SP:Iteration 4Q (121339.300000 sec): 3 clusters
  Score: Raw -337702.314879 + Penalty 2607.441483 = -335094.873396
  nChanged 131
		SP:Iteration 5Q (121339.440000 sec): 3 clusters
  Score: Raw -337808.538517 + Penalty 2607.441483 = -335201.097035
  nChanged 124
		SP:Iteration 6Q (121339.580000 sec): 3 clusters
  Score: Raw -337892.564686 + Penalty 2607.441483 = -335285.123204
  nChanged 106
		SP:Iteration 7Q (121339.720000 sec): 3 clusters
  Score: Raw -337965.914180 + Penalty 2607.441483 = -335358.472698
  nChanged 103
		SP:Iteration 8Q (121339.850000 sec): 3 clusters
  Score: Raw -338040.633564 + Penalty 2607.441483 = -335433.192081
  nChanged 112
		SP:Iteration 9Q (121339.940000 sec): 3 clusters
  Score: Raw -338110.117765 + Penalty 2607.441483 = -335502.676283
  nChanged 89
		SP:Iteration 10Q (121340.090000 sec): 3 clusters
  Score: Raw -338170.459493 + Penalty 2607.441483 = -335563.018010
  nChanged 85
		SP:Iteration 11Q (121340.180000 sec): 3 clusters
  Score: Raw -338227.791969 + Penalty 2607.441483 = -335620.350487
  nChanged 73
		SP:Iteration 12Q (121340.300000 sec): 3 clusters
  Score: Raw -338275.454285 + Penalty 2607.441483 = -335668.012803
  nChanged 71
		SP:Iteration 13Q (121340.410000 sec): 3 clusters
  Score: Raw -338321.589859 + Penalty 2607.441483 = -335714.148376
  nChanged 54
		SP:Iteration 14Q (121340.550000 sec): 3 clusters
  Score: Raw -338347.807381 + Penalty 2607.441483 = -335740.365899
  nChanged 39
		SP:Iteration 15Q (121340.680000 sec): 3 clusters
  Score: Raw -338371.992491 + Penalty 2607.441483 = -335764.551008
  nChanged 36
		SP:Iteration 16Q (121340.810000 sec): 3 clusters
  Score: Raw -338388.984747 + Penalty 2607.441483 = -335781.543264
  nChanged 19
		SP:Iteration 17Q (121340.960000 sec): 3 clusters
  Score: Raw -338399.220854 + Penalty 2607.441483 = -335791.779372
  nChanged 15
		SP:Iteration 18Q (121341.120000 sec): 3 clusters
  Score: Raw -338405.862229 + Penalty 2607.441483 = -335798.420746
  nChanged 17
		SP:Iteration 19Q (121341.290000 sec): 3 clusters
  Score: Raw -338412.950608 + Penalty 2607.441483 = -335805.509125
  nChanged 13
		SP:Iteration 20F (121341.480000 sec): 3 clusters
  Score: Raw -338419.770446 + Penalty 2607.441483 = -335812.328963
  nChanged 8
		SP:Iteration 21Q (121341.580000 sec): 3 clusters
  Score: Raw -338423.372045 + Penalty 2607.441483 = -335815.930562
  nChanged 9
		SP:Iteration 22Q (121341.770000 sec): 3 clusters
  Score: Raw -338428.163043 + Penalty 2607.441483 = -335820.721560
  nChanged 8
		SP:Iteration 23Q (121341.900000 sec): 3 clusters
  Score: Raw -338431.989781 + Penalty 2607.441483 = -335824.548299
  nChanged 9
		SP:Iteration 24Q (121342.060000 sec): 3 clusters
  Score: Raw -338437.504941 + Penalty 2607.441483 = -335830.063459
  nChanged 12
		SP:Iteration 25Q (121342.200000 sec): 3 clusters
  Score: Raw -338445.142965 + Penalty 2607.441483 = -335837.701482
  nChanged 14
		SP:Iteration 26Q (121342.340000 sec): 3 clusters
  Score: Raw -338452.858407 + Penalty 2607.441483 = -335845.416924
  nChanged 15
		SP:Iteration 27Q (121342.540000 sec): 3 clusters
  Score: Raw -338460.479895 + Penalty 2607.441483 = -335853.038413
  nChanged 9
		SP:Iteration 28Q (121342.680000 sec): 3 clusters
  Score: Raw -338464.418679 + Penalty 2607.441483 = -335856.977196
  nChanged 11
		SP:Iteration 29Q (121342.850000 sec): 3 clusters
  Score: Raw -338469.291662 + Penalty 2607.441483 = -335861.850179
  nChanged 9
		SP:Iteration 30Q (121343.020000 sec): 3 clusters
  Score: Raw -338473.660496 + Penalty 2607.441483 = -335866.219013
  nChanged 6
		SP:Iteration 31Q (121343.160000 sec): 3 clusters
  Score: Raw -338475.336850 + Penalty 2607.441483 = -335867.895367
  nChanged 1
		SP:Iteration 32Q (121343.340000 sec): 3 clusters
  Score: Raw -338475.490954 + Penalty 2607.441483 = -335868.049471
  nChanged 1
		SP:Iteration 33Q (121343.450000 sec): 3 clusters
  Score: Raw -338475.687741 + Penalty 2607.441483 = -335868.246259
  nChanged 0
		SP:Iteration 34F (121343.610000 sec): 3 clusters
  Score: Raw -338475.687741 + Penalty 2607.441483 = -335868.246259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121343.730000 sec): 2 clusters
  Score: Raw -371372.696465 + Penalty 1320.655243 = -370052.041222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121343.860000 sec): 3 clusters
  Score: Raw -369732.402681 + Penalty 2641.310485 = -367091.092195
  nChanged 1351
		SP:Iteration 1F (121344.040000 sec): 3 clusters
  Score: Raw -370553.041151 + Penalty 2641.310485 = -367911.730665
  nChanged 247
		SP:Iteration 2F (121344.180000 sec): 3 clusters
  Score: Raw -370718.756318 + Penalty 2641.310485 = -368077.445832
  nChanged 181
		SP:Iteration 3F (121344.320000 sec): 3 clusters
  Score: Raw -370837.020649 + Penalty 2641.310485 = -368195.710164
  nChanged 126
		SP:Iteration 4Q (121344.480000 sec): 3 clusters
  Score: Raw -370907.611104 + Penalty 2641.310485 = -368266.300619
  nChanged 106
		SP:Iteration 5Q (121344.680000 sec): 3 clusters
  Score: Raw -370965.518818 + Penalty 2641.310485 = -368324.208332
  nChanged 85
		SP:Iteration 6Q (121344.820000 sec): 3 clusters
  Score: Raw -371011.546593 + Penalty 2641.310485 = -368370.236108
  nChanged 84
		SP:Iteration 7Q (121344.980000 sec): 3 clusters
  Score: Raw -371062.577812 + Penalty 2641.310485 = -368421.267327
  nChanged 81
		SP:Iteration 8Q (121345.170000 sec): 3 clusters
  Score: Raw -371111.561719 + Penalty 2641.310485 = -368470.251234
  nChanged 82
		SP:Iteration 9Q (121345.380000 sec): 3 clusters
  Score: Raw -371157.022692 + Penalty 2641.310485 = -368515.712207
  nChanged 81
		SP:Iteration 10Q (121345.500000 sec): 3 clusters
  Score: Raw -371201.296125 + Penalty 2641.310485 = -368559.985640
  nChanged 75
		SP:Iteration 11Q (121345.680000 sec): 3 clusters
  Score: Raw -371245.223490 + Penalty 2641.310485 = -368603.913005
  nChanged 80
		SP:Iteration 12Q (121345.840000 sec): 3 clusters
  Score: Raw -371283.991973 + Penalty 2641.310485 = -368642.681488
  nChanged 56
		SP:Iteration 13Q (121346.010000 sec): 3 clusters
  Score: Raw -371311.162489 + Penalty 2641.310485 = -368669.852003
  nChanged 56
		SP:Iteration 14Q (121346.190000 sec): 3 clusters
  Score: Raw -371340.027244 + Penalty 2641.310485 = -368698.716759
  nChanged 56
		SP:Iteration 15Q (121346.360000 sec): 3 clusters
  Score: Raw -371372.681624 + Penalty 2641.310485 = -368731.371139
  nChanged 54
		SP:Iteration 16Q (121346.510000 sec): 3 clusters
  Score: Raw -371397.435583 + Penalty 2641.310485 = -368756.125098
  nChanged 44
		SP:Iteration 17Q (121346.680000 sec): 3 clusters
  Score: Raw -371421.888855 + Penalty 2641.310485 = -368780.578370
  nChanged 41
		SP:Iteration 18Q (121346.850000 sec): 3 clusters
  Score: Raw -371440.543456 + Penalty 2641.310485 = -368799.232970
  nChanged 33
		SP:Iteration 19Q (121346.990000 sec): 3 clusters
  Score: Raw -371457.041681 + Penalty 2641.310485 = -368815.731196
  nChanged 36
		SP:Iteration 20F (121347.160000 sec): 3 clusters
  Score: Raw -371479.382362 + Penalty 2641.310485 = -368838.071877
  nChanged 34
		SP:Iteration 21Q (121347.330000 sec): 3 clusters
  Score: Raw -371499.089154 + Penalty 2641.310485 = -368857.778669
  nChanged 22
		SP:Iteration 22Q (121347.480000 sec): 3 clusters
  Score: Raw -371508.762038 + Penalty 2641.310485 = -368867.451553
  nChanged 24
		SP:Iteration 23Q (121347.660000 sec): 3 clusters
  Score: Raw -371518.367687 + Penalty 2641.310485 = -368877.057202
  nChanged 22
		SP:Iteration 24Q (121347.850000 sec): 3 clusters
  Score: Raw -371530.871187 + Penalty 2641.310485 = -368889.560702
  nChanged 18
		SP:Iteration 25Q (121348.020000 sec): 3 clusters
  Score: Raw -371537.986466 + Penalty 2641.310485 = -368896.675981
  nChanged 16
		SP:Iteration 26Q (121348.120000 sec): 3 clusters
  Score: Raw -371543.266630 + Penalty 2641.310485 = -368901.956145
  nChanged 13
		SP:Iteration 27Q (121348.260000 sec): 3 clusters
  Score: Raw -371547.132924 + Penalty 2641.310485 = -368905.822439
  nChanged 13
		SP:Iteration 28Q (121348.380000 sec): 3 clusters
  Score: Raw -371553.888041 + Penalty 2641.310485 = -368912.577556
  nChanged 17
		SP:Iteration 29Q (121348.560000 sec): 3 clusters
  Score: Raw -371563.380257 + Penalty 2641.310485 = -368922.069772
  nChanged 19
		SP:Iteration 30Q (121348.740000 sec): 3 clusters
  Score: Raw -371576.774587 + Penalty 2641.310485 = -368935.464102
  nChanged 20
		SP:Iteration 31Q (121348.920000 sec): 3 clusters
  Score: Raw -371587.266776 + Penalty 2641.310485 = -368945.956291
  nChanged 17
		SP:Iteration 32Q (121349.060000 sec): 3 clusters
  Score: Raw -371595.397201 + Penalty 2641.310485 = -368954.086716
  nChanged 11
		SP:Iteration 33Q (121349.140000 sec): 3 clusters
  Score: Raw -371598.885770 + Penalty 2641.310485 = -368957.575285
  nChanged 9
		SP:Iteration 34Q (121349.280000 sec): 3 clusters
  Score: Raw -371601.806736 + Penalty 2641.310485 = -368960.496251
  nChanged 7
		SP:Iteration 35Q (121349.380000 sec): 3 clusters
  Score: Raw -371604.934581 + Penalty 2641.310485 = -368963.624096
  nChanged 8
		SP:Iteration 36Q (121349.520000 sec): 3 clusters
  Score: Raw -371608.597320 + Penalty 2641.310485 = -368967.286834
  nChanged 9
		SP:Iteration 37Q (121349.620000 sec): 3 clusters
  Score: Raw -371612.571438 + Penalty 2641.310485 = -368971.260953
  nChanged 11
		SP:Iteration 38Q (121349.760000 sec): 3 clusters
  Score: Raw -371618.889967 + Penalty 2641.310485 = -368977.579482
  nChanged 14
		SP:Iteration 39Q (121349.860000 sec): 3 clusters
  Score: Raw -371625.626063 + Penalty 2641.310485 = -368984.315578
  nChanged 6
		SP:Iteration 40F (121350.010000 sec): 3 clusters
  Score: Raw -371627.704197 + Penalty 2641.310485 = -368986.393711
  nChanged 4
		SP:Iteration 41Q (121350.110000 sec): 3 clusters
  Score: Raw -371629.539754 + Penalty 2641.310485 = -368988.229269
  nChanged 3
		SP:Iteration 42Q (121350.240000 sec): 3 clusters
  Score: Raw -371630.742351 + Penalty 2641.310485 = -368989.431866
  nChanged 5
		SP:Iteration 43Q (121350.360000 sec): 3 clusters
  Score: Raw -371633.682053 + Penalty 2641.310485 = -368992.371568
  nChanged 5
		SP:Iteration 44Q (121350.450000 sec): 3 clusters
  Score: Raw -371635.132638 + Penalty 2641.310485 = -368993.822153
  nChanged 3
		SP:Iteration 45Q (121350.540000 sec): 3 clusters
  Score: Raw -371636.057283 + Penalty 2641.310485 = -368994.746798
  nChanged 2
		SP:Iteration 46Q (121350.640000 sec): 3 clusters
  Score: Raw -371636.331120 + Penalty 2641.310485 = -368995.020634
  nChanged 0
		SP:Iteration 47F (121350.720000 sec): 3 clusters
  Score: Raw -371636.331120 + Penalty 2641.310485 = -368995.020634
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121350.850000 sec): 2 clusters
  Score: Raw -671959.708727 + Penalty 1429.380491 = -670530.328236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121351.010000 sec): 3 clusters
  Score: Raw -668428.760545 + Penalty 2858.760982 = -665569.999563
  nChanged 2732
		SP:Iteration 1F (121351.150000 sec): 3 clusters
  Score: Raw -670020.911193 + Penalty 2858.760982 = -667162.150211
  nChanged 496
		SP:Iteration 2F (121351.320000 sec): 3 clusters
  Score: Raw -670392.945080 + Penalty 2858.760982 = -667534.184099
  nChanged 418
		SP:Iteration 3F (121351.480000 sec): 3 clusters
  Score: Raw -670674.111885 + Penalty 2858.760982 = -667815.350904
  nChanged 351
		SP:Iteration 4F (121351.650000 sec): 3 clusters
  Score: Raw -670878.841297 + Penalty 2858.760982 = -668020.080315
  nChanged 300
		SP:Iteration 5Q (121351.860000 sec): 3 clusters
  Score: Raw -671055.424300 + Penalty 2858.760982 = -668196.663319
  nChanged 260
		SP:Iteration 6Q (121352.050000 sec): 3 clusters
  Score: Raw -671195.116025 + Penalty 2858.760982 = -668336.355043
  nChanged 235
		SP:Iteration 7Q (121352.210000 sec): 3 clusters
  Score: Raw -671329.988813 + Penalty 2858.760982 = -668471.227832
  nChanged 194
		SP:Iteration 8Q (121352.410000 sec): 3 clusters
  Score: Raw -671450.705368 + Penalty 2858.760982 = -668591.944386
  nChanged 210
		SP:Iteration 9Q (121352.610000 sec): 3 clusters
  Score: Raw -671567.530691 + Penalty 2858.760982 = -668708.769709
  nChanged 183
		SP:Iteration 10Q (121352.760000 sec): 3 clusters
  Score: Raw -671657.238473 + Penalty 2858.760982 = -668798.477492
  nChanged 168
		SP:Iteration 11Q (121352.950000 sec): 3 clusters
  Score: Raw -671745.805322 + Penalty 2858.760982 = -668887.044341
  nChanged 175
		SP:Iteration 12Q (121353.130000 sec): 3 clusters
  Score: Raw -671834.148179 + Penalty 2858.760982 = -668975.387198
  nChanged 154
		SP:Iteration 13Q (121353.330000 sec): 3 clusters
  Score: Raw -671894.012063 + Penalty 2858.760982 = -669035.251082
  nChanged 116
		SP:Iteration 14Q (121353.500000 sec): 3 clusters
  Score: Raw -671935.826273 + Penalty 2858.760982 = -669077.065291
  nChanged 90
		SP:Iteration 15Q (121353.680000 sec): 3 clusters
  Score: Raw -671967.725500 + Penalty 2858.760982 = -669108.964518
  nChanged 80
		SP:Iteration 16Q (121353.830000 sec): 3 clusters
  Score: Raw -671995.336904 + Penalty 2858.760982 = -669136.575922
  nChanged 63
		SP:Iteration 17Q (121354.040000 sec): 3 clusters
  Score: Raw -672018.196320 + Penalty 2858.760982 = -669159.435339
  nChanged 65
		SP:Iteration 18Q (121354.200000 sec): 3 clusters
  Score: Raw -672040.446365 + Penalty 2858.760982 = -669181.685383
  nChanged 55
		SP:Iteration 19Q (121354.380000 sec): 3 clusters
  Score: Raw -672058.242270 + Penalty 2858.760982 = -669199.481288
  nChanged 53
		SP:Iteration 20F (121354.570000 sec): 3 clusters
  Score: Raw -672071.366576 + Penalty 2858.760982 = -669212.605594
  nChanged 45
		SP:Iteration 21Q (121354.730000 sec): 3 clusters
  Score: Raw -672084.910293 + Penalty 2858.760982 = -669226.149312
  nChanged 44
		SP:Iteration 22Q (121354.900000 sec): 3 clusters
  Score: Raw -672099.304746 + Penalty 2858.760982 = -669240.543764
  nChanged 50
		SP:Iteration 23Q (121355.050000 sec): 3 clusters
  Score: Raw -672116.757898 + Penalty 2858.760982 = -669257.996916
  nChanged 49
		SP:Iteration 24Q (121355.290000 sec): 3 clusters
  Score: Raw -672133.300265 + Penalty 2858.760982 = -669274.539284
  nChanged 50
		SP:Iteration 25Q (121355.470000 sec): 3 clusters
  Score: Raw -672148.496063 + Penalty 2858.760982 = -669289.735081
  nChanged 50
		SP:Iteration 26Q (121355.690000 sec): 3 clusters
  Score: Raw -672163.287635 + Penalty 2858.760982 = -669304.526653
  nChanged 54
		SP:Iteration 27Q (121355.870000 sec): 3 clusters
  Score: Raw -672182.659664 + Penalty 2858.760982 = -669323.898683
  nChanged 56
		SP:Iteration 28Q (121356.080000 sec): 3 clusters
  Score: Raw -672200.312932 + Penalty 2858.760982 = -669341.551951
  nChanged 53
		SP:Iteration 29Q (121356.260000 sec): 3 clusters
  Score: Raw -672215.381866 + Penalty 2858.760982 = -669356.620884
  nChanged 40
		SP:Iteration 30Q (121356.460000 sec): 3 clusters
  Score: Raw -672228.387823 + Penalty 2858.760982 = -669369.626842
  nChanged 43
		SP:Iteration 31Q (121356.680000 sec): 3 clusters
  Score: Raw -672240.690837 + Penalty 2858.760982 = -669381.929855
  nChanged 35
		SP:Iteration 32Q (121356.870000 sec): 3 clusters
  Score: Raw -672255.351427 + Penalty 2858.760982 = -669396.590445
  nChanged 52
		SP:Iteration 33Q (121357.050000 sec): 3 clusters
  Score: Raw -672275.180777 + Penalty 2858.760982 = -669416.419795
  nChanged 55
		SP:Iteration 34Q (121357.250000 sec): 3 clusters
  Score: Raw -672299.635132 + Penalty 2858.760982 = -669440.874150
  nChanged 59
		SP:Iteration 35Q (121357.430000 sec): 3 clusters
  Score: Raw -672336.049659 + Penalty 2858.760982 = -669477.288677
  nChanged 73
		SP:Iteration 36Q (121357.620000 sec): 3 clusters
  Score: Raw -672383.319750 + Penalty 2858.760982 = -669524.558768
  nChanged 79
		SP:Iteration 37Q (121357.790000 sec): 3 clusters
  Score: Raw -672434.930439 + Penalty 2858.760982 = -669576.169458
  nChanged 81
		SP:Iteration 38Q (121357.990000 sec): 3 clusters
  Score: Raw -672482.893404 + Penalty 2858.760982 = -669624.132422
  nChanged 80
		SP:Iteration 39Q (121358.160000 sec): 3 clusters
  Score: Raw -672529.599506 + Penalty 2858.760982 = -669670.838524
  nChanged 72
		SP:Iteration 40F (121358.390000 sec): 3 clusters
  Score: Raw -672561.908309 + Penalty 2858.760982 = -669703.147327
  nChanged 54
		SP:Iteration 41Q (121358.540000 sec): 3 clusters
  Score: Raw -672585.243017 + Penalty 2858.760982 = -669726.482035
  nChanged 40
		SP:Iteration 42Q (121358.750000 sec): 3 clusters
  Score: Raw -672599.827480 + Penalty 2858.760982 = -669741.066499
  nChanged 36
		SP:Iteration 43Q (121358.930000 sec): 3 clusters
  Score: Raw -672608.699803 + Penalty 2858.760982 = -669749.938822
  nChanged 16
		SP:Iteration 44Q (121359.080000 sec): 3 clusters
  Score: Raw -672611.114310 + Penalty 2858.760982 = -669752.353329
  nChanged 7
		SP:Iteration 45Q (121359.260000 sec): 3 clusters
  Score: Raw -672613.551357 + Penalty 2858.760982 = -669754.790376
  nChanged 10
		SP:Iteration 46Q (121359.490000 sec): 3 clusters
  Score: Raw -672615.628337 + Penalty 2858.760982 = -669756.867356
  nChanged 14
		SP:Iteration 47Q (121359.690000 sec): 3 clusters
  Score: Raw -672618.532708 + Penalty 2858.760982 = -669759.771726
  nChanged 11
		SP:Iteration 48Q (121359.830000 sec): 3 clusters
  Score: Raw -672620.694865 + Penalty 2858.760982 = -669761.933884
  nChanged 8
		SP:Iteration 49Q (121360.050000 sec): 3 clusters
  Score: Raw -672622.094234 + Penalty 2858.760982 = -669763.333253
  nChanged 8
		SP:Iteration 50Q (121360.220000 sec): 3 clusters
  Score: Raw -672624.077319 + Penalty 2858.760982 = -669765.316337
  nChanged 5
		SP:Iteration 51Q (121360.400000 sec): 3 clusters
  Score: Raw -672624.769950 + Penalty 2858.760982 = -669766.008969
  nChanged 3
		SP:Iteration 52Q (121360.610000 sec): 3 clusters
  Score: Raw -672625.506659 + Penalty 2858.760982 = -669766.745677
  nChanged 1
		SP:Iteration 53Q (121360.800000 sec): 3 clusters
  Score: Raw -672625.625148 + Penalty 2858.760982 = -669766.864166
  nChanged 1
		SP:Iteration 54Q (121361.000000 sec): 3 clusters
  Score: Raw -672625.702195 + Penalty 2858.760982 = -669766.941214
  nChanged 1
		SP:Iteration 55Q (121361.180000 sec): 3 clusters
  Score: Raw -672625.946986 + Penalty 2858.760982 = -669767.186004
  nChanged 0
		SP:Iteration 56F (121361.380000 sec): 3 clusters
  Score: Raw -672625.946986 + Penalty 2858.760982 = -669767.186004
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121361.500000 sec): 2 clusters
  Score: Raw -837701.352959 + Penalty 1463.796646 = -836237.556313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121361.710000 sec): 3 clusters
  Score: Raw -833147.049955 + Penalty 2927.593292 = -830219.456663
  nChanged 3480
		SP:Iteration 1F (121361.880000 sec): 3 clusters
  Score: Raw -835133.643435 + Penalty 2927.593292 = -832206.050143
  nChanged 699
		SP:Iteration 2F (121362.080000 sec): 3 clusters
  Score: Raw -835575.536759 + Penalty 2927.593292 = -832647.943467
  nChanged 567
		SP:Iteration 3F (121362.270000 sec): 3 clusters
  Score: Raw -835943.565859 + Penalty 2927.593292 = -833015.972567
  nChanged 481
		SP:Iteration 4F (121362.470000 sec): 3 clusters
  Score: Raw -836234.855586 + Penalty 2927.593292 = -833307.262294
  nChanged 403
		SP:Iteration 5Q (121362.690000 sec): 3 clusters
  Score: Raw -836484.521467 + Penalty 2927.593292 = -833556.928176
  nChanged 360
		SP:Iteration 6Q (121362.870000 sec): 3 clusters
  Score: Raw -836702.417315 + Penalty 2927.593292 = -833774.824023
  nChanged 328
		SP:Iteration 7Q (121363.050000 sec): 3 clusters
  Score: Raw -836893.876620 + Penalty 2927.593292 = -833966.283328
  nChanged 275
		SP:Iteration 8Q (121363.270000 sec): 3 clusters
  Score: Raw -837041.832004 + Penalty 2927.593292 = -834114.238712
  nChanged 244
		SP:Iteration 9Q (121363.490000 sec): 3 clusters
  Score: Raw -837169.500277 + Penalty 2927.593292 = -834241.906985
  nChanged 234
		SP:Iteration 10Q (121363.710000 sec): 3 clusters
  Score: Raw -837284.954267 + Penalty 2927.593292 = -834357.360975
  nChanged 177
		SP:Iteration 11Q (121363.900000 sec): 3 clusters
  Score: Raw -837363.253739 + Penalty 2927.593292 = -834435.660447
  nChanged 154
		SP:Iteration 12Q (121364.080000 sec): 3 clusters
  Score: Raw -837432.150311 + Penalty 2927.593292 = -834504.557019
  nChanged 148
		SP:Iteration 13Q (121364.260000 sec): 3 clusters
  Score: Raw -837495.216063 + Penalty 2927.593292 = -834567.622771
  nChanged 134
		SP:Iteration 14Q (121364.450000 sec): 3 clusters
  Score: Raw -837560.250518 + Penalty 2927.593292 = -834632.657226
  nChanged 129
		SP:Iteration 15Q (121364.670000 sec): 3 clusters
  Score: Raw -837616.530054 + Penalty 2927.593292 = -834688.936762
  nChanged 107
		SP:Iteration 16Q (121364.840000 sec): 3 clusters
  Score: Raw -837663.819945 + Penalty 2927.593292 = -834736.226653
  nChanged 114
		SP:Iteration 17Q (121365.010000 sec): 3 clusters
  Score: Raw -837713.301241 + Penalty 2927.593292 = -834785.707949
  nChanged 113
		SP:Iteration 18Q (121365.220000 sec): 3 clusters
  Score: Raw -837764.210917 + Penalty 2927.593292 = -834836.617625
  nChanged 97
		SP:Iteration 19Q (121365.430000 sec): 3 clusters
  Score: Raw -837806.219450 + Penalty 2927.593292 = -834878.626158
  nChanged 79
		SP:Iteration 20F (121365.620000 sec): 3 clusters
  Score: Raw -837841.935626 + Penalty 2927.593292 = -834914.342334
  nChanged 64
		SP:Iteration 21Q (121365.820000 sec): 3 clusters
  Score: Raw -837867.834965 + Penalty 2927.593292 = -834940.241673
  nChanged 45
		SP:Iteration 22Q (121366.060000 sec): 3 clusters
  Score: Raw -837882.979970 + Penalty 2927.593292 = -834955.386678
  nChanged 36
		SP:Iteration 23Q (121366.210000 sec): 3 clusters
  Score: Raw -837895.413223 + Penalty 2927.593292 = -834967.819931
  nChanged 30
		SP:Iteration 24Q (121366.380000 sec): 3 clusters
  Score: Raw -837906.555105 + Penalty 2927.593292 = -834978.961813
  nChanged 39
		SP:Iteration 25Q (121366.610000 sec): 3 clusters
  Score: Raw -837921.620140 + Penalty 2927.593292 = -834994.026848
  nChanged 37
		SP:Iteration 26Q (121366.790000 sec): 3 clusters
  Score: Raw -837936.499202 + Penalty 2927.593292 = -835008.905910
  nChanged 33
		SP:Iteration 27Q (121367.000000 sec): 3 clusters
  Score: Raw -837948.272040 + Penalty 2927.593292 = -835020.678748
  nChanged 27
		SP:Iteration 28Q (121367.200000 sec): 3 clusters
  Score: Raw -837956.629078 + Penalty 2927.593292 = -835029.035786
  nChanged 28
		SP:Iteration 29Q (121367.400000 sec): 3 clusters
  Score: Raw -837969.244707 + Penalty 2927.593292 = -835041.651415
  nChanged 25
		SP:Iteration 30Q (121367.580000 sec): 3 clusters
  Score: Raw -837978.659867 + Penalty 2927.593292 = -835051.066575
  nChanged 30
		SP:Iteration 31Q (121367.740000 sec): 3 clusters
  Score: Raw -837988.386643 + Penalty 2927.593292 = -835060.793351
  nChanged 22
		SP:Iteration 32Q (121367.940000 sec): 3 clusters
  Score: Raw -837995.689802 + Penalty 2927.593292 = -835068.096510
  nChanged 19
		SP:Iteration 33Q (121368.140000 sec): 3 clusters
  Score: Raw -838000.671971 + Penalty 2927.593292 = -835073.078679
  nChanged 8
		SP:Iteration 34Q (121368.320000 sec): 3 clusters
  Score: Raw -838002.412806 + Penalty 2927.593292 = -835074.819514
  nChanged 8
		SP:Iteration 35Q (121368.540000 sec): 3 clusters
  Score: Raw -838004.454352 + Penalty 2927.593292 = -835076.861060
  nChanged 11
		SP:Iteration 36Q (121368.720000 sec): 3 clusters
  Score: Raw -838007.448809 + Penalty 2927.593292 = -835079.855517
  nChanged 11
		SP:Iteration 37Q (121368.940000 sec): 3 clusters
  Score: Raw -838012.590344 + Penalty 2927.593292 = -835084.997052
  nChanged 13
		SP:Iteration 38Q (121369.130000 sec): 3 clusters
  Score: Raw -838017.628431 + Penalty 2927.593292 = -835090.035139
  nChanged 12
		SP:Iteration 39Q (121369.320000 sec): 3 clusters
  Score: Raw -838021.527238 + Penalty 2927.593292 = -835093.933946
  nChanged 12
		SP:Iteration 40F (121369.560000 sec): 3 clusters
  Score: Raw -838025.582768 + Penalty 2927.593292 = -835097.989476
  nChanged 7
		SP:Iteration 41Q (121369.750000 sec): 3 clusters
  Score: Raw -838027.251896 + Penalty 2927.593292 = -835099.658604
  nChanged 6
		SP:Iteration 42Q (121369.960000 sec): 3 clusters
  Score: Raw -838028.918959 + Penalty 2927.593292 = -835101.325667
  nChanged 7
		SP:Iteration 43Q (121370.160000 sec): 3 clusters
  Score: Raw -838030.207699 + Penalty 2927.593292 = -835102.614407
  nChanged 2
		SP:Iteration 44Q (121370.350000 sec): 3 clusters
  Score: Raw -838030.593548 + Penalty 2927.593292 = -835103.000256
  nChanged 2
		SP:Iteration 45Q (121370.580000 sec): 3 clusters
  Score: Raw -838031.118279 + Penalty 2927.593292 = -835103.524987
  nChanged 1
		SP:Iteration 46Q (121370.780000 sec): 3 clusters
  Score: Raw -838031.243825 + Penalty 2927.593292 = -835103.650533
  nChanged 1
		SP:Iteration 47Q (121370.980000 sec): 3 clusters
  Score: Raw -838031.511783 + Penalty 2927.593292 = -835103.918491
  nChanged 0
		SP:Iteration 48F (121371.200000 sec): 3 clusters
  Score: Raw -838031.511783 + Penalty 2927.593292 = -835103.918491
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121371.300000 sec): 2 clusters
  Score: Raw -856879.460039 + Penalty 1451.527449 = -855427.932591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121371.520000 sec): 3 clusters
  Score: Raw -852732.205714 + Penalty 2903.054898 = -849829.150816
  nChanged 3221
		SP:Iteration 1F (121371.740000 sec): 3 clusters
  Score: Raw -854511.612443 + Penalty 2903.054898 = -851608.557545
  nChanged 550
		SP:Iteration 2F (121371.940000 sec): 3 clusters
  Score: Raw -854875.580226 + Penalty 2903.054898 = -851972.525329
  nChanged 542
		SP:Iteration 3F (121372.120000 sec): 3 clusters
  Score: Raw -855263.872298 + Penalty 2903.054898 = -852360.817400
  nChanged 502
		SP:Iteration 4F (121372.330000 sec): 3 clusters
  Score: Raw -855639.066813 + Penalty 2903.054898 = -852736.011915
  nChanged 469
		SP:Iteration 5F (121372.510000 sec): 3 clusters
  Score: Raw -855990.626761 + Penalty 2903.054898 = -853087.571863
  nChanged 398
		SP:Iteration 6F (121372.710000 sec): 3 clusters
  Score: Raw -856307.612709 + Penalty 2903.054898 = -853404.557811
  nChanged 295
		SP:Iteration 7Q (121372.880000 sec): 3 clusters
  Score: Raw -856549.283278 + Penalty 2903.054898 = -853646.228380
  nChanged 216
		SP:Iteration 8Q (121373.130000 sec): 3 clusters
  Score: Raw -856719.838206 + Penalty 2903.054898 = -853816.783308
  nChanged 132
		SP:Iteration 9Q (121373.320000 sec): 3 clusters
  Score: Raw -856823.217800 + Penalty 2903.054898 = -853920.162902
  nChanged 89
		SP:Iteration 10Q (121373.460000 sec): 3 clusters
  Score: Raw -856883.152138 + Penalty 2903.054898 = -853980.097240
  nChanged 59
		SP:Iteration 11Q (121373.650000 sec): 3 clusters
  Score: Raw -856932.361145 + Penalty 2903.054898 = -854029.306248
  nChanged 49
		SP:Iteration 12Q (121373.840000 sec): 3 clusters
  Score: Raw -856968.576070 + Penalty 2903.054898 = -854065.521172
  nChanged 29
		SP:Iteration 13Q (121374.070000 sec): 3 clusters
  Score: Raw -856990.554206 + Penalty 2903.054898 = -854087.499308
  nChanged 22
		SP:Iteration 14Q (121374.270000 sec): 3 clusters
  Score: Raw -857010.975609 + Penalty 2903.054898 = -854107.920711
  nChanged 21
		SP:Iteration 15Q (121374.430000 sec): 3 clusters
  Score: Raw -857034.773886 + Penalty 2903.054898 = -854131.718988
  nChanged 24
		SP:Iteration 16Q (121374.610000 sec): 3 clusters
  Score: Raw -857067.138105 + Penalty 2903.054898 = -854164.083207
  nChanged 21
		SP:Iteration 17Q (121374.820000 sec): 3 clusters
  Score: Raw -857086.471381 + Penalty 2903.054898 = -854183.416484
  nChanged 14
		SP:Iteration 18Q (121375.040000 sec): 3 clusters
  Score: Raw -857101.442198 + Penalty 2903.054898 = -854198.387300
  nChanged 9
		SP:Iteration 19Q (121375.230000 sec): 3 clusters
  Score: Raw -857112.194262 + Penalty 2903.054898 = -854209.139364
  nChanged 9
		SP:Iteration 20F (121375.430000 sec): 3 clusters
  Score: Raw -857120.595296 + Penalty 2903.054898 = -854217.540399
  nChanged 4
		SP:Iteration 21Q (121375.630000 sec): 3 clusters
  Score: Raw -857124.049440 + Penalty 2903.054898 = -854220.994542
  nChanged 5
		SP:Iteration 22Q (121375.800000 sec): 3 clusters
  Score: Raw -857129.646305 + Penalty 2903.054898 = -854226.591408
  nChanged 2
		SP:Iteration 23Q (121375.970000 sec): 3 clusters
  Score: Raw -857130.880940 + Penalty 2903.054898 = -854227.826042
  nChanged 1
		SP:Iteration 24Q (121376.190000 sec): 3 clusters
  Score: Raw -857132.999211 + Penalty 2903.054898 = -854229.944313
  nChanged 1
		SP:Iteration 25Q (121376.330000 sec): 3 clusters
  Score: Raw -857134.093399 + Penalty 2903.054898 = -854231.038502
  nChanged 0
		SP:Iteration 26F (121376.510000 sec): 3 clusters
  Score: Raw -857134.093399 + Penalty 2903.054898 = -854231.038502
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121376.600000 sec): 2 clusters
  Score: Raw -16913.374801 + Penalty 853.494432 = -16059.880369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121376.740000 sec): 3 clusters
  Score: Raw -17108.193388 + Penalty 1706.988864 = -15401.204523
  nChanged 45
		SP:Iteration 1F (121376.820000 sec): 3 clusters
  Score: Raw -17225.522941 + Penalty 1706.988864 = -15518.534077
  nChanged 11
		SP:Iteration 2F (121376.900000 sec): 3 clusters
  Score: Raw -17271.815342 + Penalty 1706.988864 = -15564.826477
  nChanged 4
		SP:Iteration 3Q (121377.040000 sec): 3 clusters
  Score: Raw -17291.786025 + Penalty 1706.988864 = -15584.797161
  nChanged 3
		SP:Iteration 4Q (121377.150000 sec): 3 clusters
  Score: Raw -17302.800072 + Penalty 1706.988864 = -15595.811208
  nChanged 0
		SP:Iteration 5F (121377.320000 sec): 3 clusters
  Score: Raw -17302.800072 + Penalty 1706.988864 = -15595.811208
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (5899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121377.430000 sec): 2 clusters
  Score: Raw -622603.147133 + Penalty 1410.912445 = -621192.234688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121377.630000 sec): 3 clusters
  Score: Raw -619538.407801 + Penalty 2821.824890 = -616716.582911
  nChanged 2433
		SP:Iteration 1F (121377.790000 sec): 3 clusters
  Score: Raw -621136.865728 + Penalty 2821.824890 = -618315.040838
  nChanged 609
		SP:Iteration 2F (121377.960000 sec): 3 clusters
  Score: Raw -621679.090093 + Penalty 2821.824890 = -618857.265203
  nChanged 528
		SP:Iteration 3F (121378.110000 sec): 3 clusters
  Score: Raw -622167.203014 + Penalty 2821.824890 = -619345.378123
  nChanged 431
		SP:Iteration 4F (121378.270000 sec): 3 clusters
  Score: Raw -622568.857512 + Penalty 2821.824890 = -619747.032622
  nChanged 339
		SP:Iteration 5F (121378.410000 sec): 3 clusters
  Score: Raw -622815.481616 + Penalty 2821.824890 = -619993.656726
  nChanged 224
		SP:Iteration 6Q (121378.610000 sec): 3 clusters
  Score: Raw -622945.252694 + Penalty 2821.824890 = -620123.427803
  nChanged 147
		SP:Iteration 7Q (121378.780000 sec): 3 clusters
  Score: Raw -623028.976164 + Penalty 2821.824890 = -620207.151274
  nChanged 106
		SP:Iteration 8Q (121378.920000 sec): 3 clusters
  Score: Raw -623089.282671 + Penalty 2821.824890 = -620267.457781
  nChanged 98
		SP:Iteration 9Q (121379.120000 sec): 3 clusters
  Score: Raw -623146.400996 + Penalty 2821.824890 = -620324.576106
  nChanged 91
		SP:Iteration 10Q (121379.300000 sec): 3 clusters
  Score: Raw -623186.183020 + Penalty 2821.824890 = -620364.358130
  nChanged 78
		SP:Iteration 11Q (121379.490000 sec): 3 clusters
  Score: Raw -623221.143629 + Penalty 2821.824890 = -620399.318739
  nChanged 62
		SP:Iteration 12Q (121379.680000 sec): 3 clusters
  Score: Raw -623247.765719 + Penalty 2821.824890 = -620425.940829
  nChanged 54
		SP:Iteration 13Q (121379.850000 sec): 3 clusters
  Score: Raw -623269.470975 + Penalty 2821.824890 = -620447.646085
  nChanged 47
		SP:Iteration 14Q (121380.030000 sec): 3 clusters
  Score: Raw -623286.031096 + Penalty 2821.824890 = -620464.206206
  nChanged 38
		SP:Iteration 15Q (121380.180000 sec): 3 clusters
  Score: Raw -623298.569775 + Penalty 2821.824890 = -620476.744885
  nChanged 33
		SP:Iteration 16Q (121380.400000 sec): 3 clusters
  Score: Raw -623307.817382 + Penalty 2821.824890 = -620485.992491
  nChanged 34
		SP:Iteration 17Q (121380.560000 sec): 3 clusters
  Score: Raw -623318.173085 + Penalty 2821.824890 = -620496.348194
  nChanged 37
		SP:Iteration 18Q (121380.750000 sec): 3 clusters
  Score: Raw -623329.989627 + Penalty 2821.824890 = -620508.164737
  nChanged 36
		SP:Iteration 19Q (121380.900000 sec): 3 clusters
  Score: Raw -623339.029784 + Penalty 2821.824890 = -620517.204893
  nChanged 22
		SP:Iteration 20F (121381.100000 sec): 3 clusters
  Score: Raw -623343.787312 + Penalty 2821.824890 = -620521.962422
  nChanged 19
		SP:Iteration 21Q (121381.270000 sec): 3 clusters
  Score: Raw -623347.861367 + Penalty 2821.824890 = -620526.036477
  nChanged 26
		SP:Iteration 22Q (121381.470000 sec): 3 clusters
  Score: Raw -623353.296806 + Penalty 2821.824890 = -620531.471916
  nChanged 18
		SP:Iteration 23Q (121381.640000 sec): 3 clusters
  Score: Raw -623356.922291 + Penalty 2821.824890 = -620535.097401
  nChanged 20
		SP:Iteration 24Q (121381.820000 sec): 3 clusters
  Score: Raw -623361.988491 + Penalty 2821.824890 = -620540.163601
  nChanged 22
		SP:Iteration 25Q (121382.040000 sec): 3 clusters
  Score: Raw -623367.331723 + Penalty 2821.824890 = -620545.506833
  nChanged 21
		SP:Iteration 26Q (121382.200000 sec): 3 clusters
  Score: Raw -623371.855512 + Penalty 2821.824890 = -620550.030621
  nChanged 16
		SP:Iteration 27Q (121382.390000 sec): 3 clusters
  Score: Raw -623374.900815 + Penalty 2821.824890 = -620553.075924
  nChanged 15
		SP:Iteration 28Q (121382.560000 sec): 3 clusters
  Score: Raw -623377.919977 + Penalty 2821.824890 = -620556.095087
  nChanged 12
		SP:Iteration 29Q (121382.720000 sec): 3 clusters
  Score: Raw -623380.189499 + Penalty 2821.824890 = -620558.364609
  nChanged 10
		SP:Iteration 30Q (121382.940000 sec): 3 clusters
  Score: Raw -623381.881336 + Penalty 2821.824890 = -620560.056446
  nChanged 5
		SP:Iteration 31Q (121383.170000 sec): 3 clusters
  Score: Raw -623382.778214 + Penalty 2821.824890 = -620560.953324
  nChanged 6
		SP:Iteration 32Q (121383.360000 sec): 3 clusters
  Score: Raw -623383.668389 + Penalty 2821.824890 = -620561.843499
  nChanged 5
		SP:Iteration 33Q (121383.560000 sec): 3 clusters
  Score: Raw -623384.255593 + Penalty 2821.824890 = -620562.430703
  nChanged 3
		SP:Iteration 34Q (121383.760000 sec): 3 clusters
  Score: Raw -623384.804141 + Penalty 2821.824890 = -620562.979250
  nChanged 7
		SP:Iteration 35Q (121383.950000 sec): 3 clusters
  Score: Raw -623385.731229 + Penalty 2821.824890 = -620563.906339
  nChanged 2
		SP:Iteration 36Q (121384.150000 sec): 3 clusters
  Score: Raw -623385.936908 + Penalty 2821.824890 = -620564.112018
  nChanged 1
		SP:Iteration 37Q (121384.390000 sec): 3 clusters
  Score: Raw -623386.089156 + Penalty 2821.824890 = -620564.264266
  nChanged 0
		SP:Iteration 38F (121384.550000 sec): 3 clusters
  Score: Raw -623386.089156 + Penalty 2821.824890 = -620564.264266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (20228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121384.710000 sec): 2 clusters
  Score: Raw -2429851.801735 + Penalty 1611.158748 = -2428240.642987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121384.980000 sec): 3 clusters
  Score: Raw -2417599.694484 + Penalty 3222.317495 = -2414377.376989
  nChanged 9096
		SP:Iteration 1F (121385.250000 sec): 3 clusters
  Score: Raw -2422470.863910 + Penalty 3222.317495 = -2419248.546415
  nChanged 873
		SP:Iteration 2Q (121385.500000 sec): 3 clusters
  Score: Raw -2422722.442065 + Penalty 3222.317495 = -2419500.124570
  nChanged 758
		SP:Iteration 3Q (121385.730000 sec): 3 clusters
  Score: Raw -2422944.484678 + Penalty 3222.317495 = -2419722.167183
  nChanged 709
		SP:Iteration 4Q (121386.070000 sec): 3 clusters
  Score: Raw -2423165.606971 + Penalty 3222.317495 = -2419943.289476
  nChanged 713
		SP:Iteration 5Q (121386.290000 sec): 3 clusters
  Score: Raw -2423413.985888 + Penalty 3222.317495 = -2420191.668393
  nChanged 771
		SP:Iteration 6Q (121386.570000 sec): 3 clusters
  Score: Raw -2423739.402325 + Penalty 3222.317495 = -2420517.084829
  nChanged 872
		SP:Iteration 7Q (121386.860000 sec): 3 clusters
  Score: Raw -2424197.495283 + Penalty 3222.317495 = -2420975.177788
  nChanged 1110
		SP:Iteration 8F (121387.100000 sec): 3 clusters
  Score: Raw -2424921.612887 + Penalty 3222.317495 = -2421699.295392
  nChanged 1322
		SP:Iteration 9F (121387.390000 sec): 3 clusters
  Score: Raw -2425952.312122 + Penalty 3222.317495 = -2422729.994627
  nChanged 1402
		SP:Iteration 10F (121387.670000 sec): 3 clusters
  Score: Raw -2427191.475026 + Penalty 3222.317495 = -2423969.157530
  nChanged 1190
		SP:Iteration 11F (121387.940000 sec): 3 clusters
  Score: Raw -2428304.189963 + Penalty 3222.317495 = -2425081.872468
  nChanged 837
		SP:Iteration 12Q (121388.210000 sec): 3 clusters
  Score: Raw -2429099.735519 + Penalty 3222.317495 = -2425877.418024
  nChanged 481
		SP:Iteration 13Q (121388.500000 sec): 3 clusters
  Score: Raw -2429563.928579 + Penalty 3222.317495 = -2426341.611084
  nChanged 236
		SP:Iteration 14Q (121388.690000 sec): 3 clusters
  Score: Raw -2429796.544991 + Penalty 3222.317495 = -2426574.227496
  nChanged 105
		SP:Iteration 15Q (121388.910000 sec): 3 clusters
  Score: Raw -2429915.276597 + Penalty 3222.317495 = -2426692.959101
  nChanged 43
		SP:Iteration 16Q (121389.140000 sec): 3 clusters
  Score: Raw -2429967.565238 + Penalty 3222.317495 = -2426745.247743
  nChanged 25
		SP:Iteration 17Q (121389.370000 sec): 3 clusters
  Score: Raw -2429995.577217 + Penalty 3222.317495 = -2426773.259721
  nChanged 15
		SP:Iteration 18Q (121389.600000 sec): 3 clusters
  Score: Raw -2430015.728100 + Penalty 3222.317495 = -2426793.410605
  nChanged 11
		SP:Iteration 19Q (121389.860000 sec): 3 clusters
  Score: Raw -2430026.247950 + Penalty 3222.317495 = -2426803.930455
  nChanged 4
		SP:Iteration 20F (121390.160000 sec): 3 clusters
  Score: Raw -2430030.734334 + Penalty 3222.317495 = -2426808.416838
  nChanged 4
		SP:Iteration 21Q (121390.420000 sec): 3 clusters
  Score: Raw -2430034.604624 + Penalty 3222.317495 = -2426812.287129
  nChanged 4
		SP:Iteration 22Q (121390.690000 sec): 3 clusters
  Score: Raw -2430041.000112 + Penalty 3222.317495 = -2426818.682617
  nChanged 3
		SP:Iteration 23Q (121390.930000 sec): 3 clusters
  Score: Raw -2430044.089448 + Penalty 3222.317495 = -2426821.771953
  nChanged 0
		SP:Iteration 24F (121391.150000 sec): 3 clusters
  Score: Raw -2430044.089448 + Penalty 3222.317495 = -2426821.771953
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121391.260000 sec): 2 clusters
  Score: Raw -68326.300510 + Penalty 1049.988579 = -67276.311931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121391.450000 sec): 3 clusters
  Score: Raw -68199.607472 + Penalty 2099.977157 = -66099.630315
  nChanged 159
		SP:Iteration 1F (121391.590000 sec): 3 clusters
  Score: Raw -68390.010523 + Penalty 2099.977157 = -66290.033366
  nChanged 49
		SP:Iteration 2F (121391.730000 sec): 3 clusters
  Score: Raw -68484.783402 + Penalty 2099.977157 = -66384.806245
  nChanged 30
		SP:Iteration 3Q (121391.890000 sec): 3 clusters
  Score: Raw -68533.297567 + Penalty 2099.977157 = -66433.320410
  nChanged 15
		SP:Iteration 4Q (121392.030000 sec): 3 clusters
  Score: Raw -68560.738959 + Penalty 2099.977157 = -66460.761802
  nChanged 11
		SP:Iteration 5Q (121392.190000 sec): 3 clusters
  Score: Raw -68586.442097 + Penalty 2099.977157 = -66486.464940
  nChanged 12
		SP:Iteration 6Q (121392.350000 sec): 3 clusters
  Score: Raw -68618.529565 + Penalty 2099.977157 = -66518.552408
  nChanged 17
		SP:Iteration 7Q (121392.540000 sec): 3 clusters
  Score: Raw -68776.100880 + Penalty 2099.977157 = -66676.123723
  nChanged 23
		SP:Iteration 8Q (121392.640000 sec): 3 clusters
  Score: Raw -68968.131586 + Penalty 2099.977157 = -66868.154429
  nChanged 51
		SP:Iteration 9F (121392.730000 sec): 3 clusters
  Score: Raw -69053.018659 + Penalty 2099.977157 = -66953.041502
  nChanged 41
		SP:Iteration 10F (121392.870000 sec): 3 clusters
  Score: Raw -69136.826516 + Penalty 2099.977157 = -67036.849358
  nChanged 36
		SP:Iteration 11F (121392.930000 sec): 3 clusters
  Score: Raw -69205.591306 + Penalty 2099.977157 = -67105.614148
  nChanged 29
		SP:Iteration 12Q (121393.070000 sec): 3 clusters
  Score: Raw -69251.289081 + Penalty 2099.977157 = -67151.311923
  nChanged 16
		SP:Iteration 13Q (121393.150000 sec): 3 clusters
  Score: Raw -69278.114957 + Penalty 2099.977157 = -67178.137800
  nChanged 16
		SP:Iteration 14Q (121393.270000 sec): 3 clusters
  Score: Raw -69308.911290 + Penalty 2099.977157 = -67208.934133
  nChanged 10
		SP:Iteration 15Q (121393.410000 sec): 3 clusters
  Score: Raw -69327.145923 + Penalty 2099.977157 = -67227.168766
  nChanged 6
		SP:Iteration 16Q (121393.570000 sec): 3 clusters
  Score: Raw -69344.219745 + Penalty 2099.977157 = -67244.242588
  nChanged 5
		SP:Iteration 17Q (121393.700000 sec): 3 clusters
  Score: Raw -69358.483436 + Penalty 2099.977157 = -67258.506278
  nChanged 4
		SP:Iteration 18Q (121393.870000 sec): 3 clusters
  Score: Raw -69370.909953 + Penalty 2099.977157 = -67270.932795
  nChanged 2
		SP:Iteration 19Q (121394.060000 sec): 3 clusters
  Score: Raw -69374.857498 + Penalty 2099.977157 = -67274.880341
  nChanged 2
		SP:Iteration 20F (121394.190000 sec): 3 clusters
  Score: Raw -69378.730688 + Penalty 2099.977157 = -67278.753530
  nChanged 2
		SP:Iteration 21Q (121394.290000 sec): 3 clusters
  Score: Raw -69382.583043 + Penalty 2099.977157 = -67282.605886
  nChanged 0
		SP:Iteration 22F (121394.390000 sec): 3 clusters
  Score: Raw -69382.583043 + Penalty 2099.977157 = -67282.605886
  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 9.05 GB.

 Trying to split cluster 39 (11101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121394.510000 sec): 2 clusters
  Score: Raw -1178913.639768 + Penalty 1513.653452 = -1177399.986317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121394.690000 sec): 3 clusters
  Score: Raw -1172568.836621 + Penalty 3027.306904 = -1169541.529717
  nChanged 4883
		SP:Iteration 1F (121394.870000 sec): 3 clusters
  Score: Raw -1175233.112612 + Penalty 3027.306904 = -1172205.805708
  nChanged 716
		SP:Iteration 2F (121395.130000 sec): 3 clusters
  Score: Raw -1175635.742860 + Penalty 3027.306904 = -1172608.435956
  nChanged 691
		SP:Iteration 3F (121395.320000 sec): 3 clusters
  Score: Raw -1176077.688786 + Penalty 3027.306904 = -1173050.381883
  nChanged 736
		SP:Iteration 4F (121395.540000 sec): 3 clusters
  Score: Raw -1176612.866548 + Penalty 3027.306904 = -1173585.559644
  nChanged 790
		SP:Iteration 5F (121395.730000 sec): 3 clusters
  Score: Raw -1177189.957384 + Penalty 3027.306904 = -1174162.650480
  nChanged 723
		SP:Iteration 6F (121395.970000 sec): 3 clusters
  Score: Raw -1177712.991276 + Penalty 3027.306904 = -1174685.684372
  nChanged 650
		SP:Iteration 7F (121396.190000 sec): 3 clusters
  Score: Raw -1178143.703461 + Penalty 3027.306904 = -1175116.396558
  nChanged 510
		SP:Iteration 8Q (121396.410000 sec): 3 clusters
  Score: Raw -1178444.445870 + Penalty 3027.306904 = -1175417.138966
  nChanged 441
		SP:Iteration 9Q (121396.640000 sec): 3 clusters
  Score: Raw -1178722.587546 + Penalty 3027.306904 = -1175695.280642
  nChanged 399
		SP:Iteration 10Q (121396.900000 sec): 3 clusters
  Score: Raw -1178995.666191 + Penalty 3027.306904 = -1175968.359287
  nChanged 341
		SP:Iteration 11Q (121397.090000 sec): 3 clusters
  Score: Raw -1179209.814364 + Penalty 3027.306904 = -1176182.507460
  nChanged 259
		SP:Iteration 12Q (121397.330000 sec): 3 clusters
  Score: Raw -1179321.606340 + Penalty 3027.306904 = -1176294.299436
  nChanged 190
		SP:Iteration 13Q (121397.530000 sec): 3 clusters
  Score: Raw -1179395.410837 + Penalty 3027.306904 = -1176368.103934
  nChanged 143
		SP:Iteration 14Q (121397.740000 sec): 3 clusters
  Score: Raw -1179443.415574 + Penalty 3027.306904 = -1176416.108670
  nChanged 113
		SP:Iteration 15Q (121397.950000 sec): 3 clusters
  Score: Raw -1179474.760797 + Penalty 3027.306904 = -1176447.453893
  nChanged 82
		SP:Iteration 16Q (121398.160000 sec): 3 clusters
  Score: Raw -1179493.803978 + Penalty 3027.306904 = -1176466.497074
  nChanged 50
		SP:Iteration 17Q (121398.360000 sec): 3 clusters
  Score: Raw -1179507.524477 + Penalty 3027.306904 = -1176480.217573
  nChanged 42
		SP:Iteration 18Q (121398.590000 sec): 3 clusters
  Score: Raw -1179518.188309 + Penalty 3027.306904 = -1176490.881405
  nChanged 40
		SP:Iteration 19Q (121398.800000 sec): 3 clusters
  Score: Raw -1179526.362767 + Penalty 3027.306904 = -1176499.055863
  nChanged 34
		SP:Iteration 20F (121399.050000 sec): 3 clusters
  Score: Raw -1179535.475864 + Penalty 3027.306904 = -1176508.168960
  nChanged 34
		SP:Iteration 21Q (121399.200000 sec): 3 clusters
  Score: Raw -1179541.798395 + Penalty 3027.306904 = -1176514.491491
  nChanged 34
		SP:Iteration 22Q (121399.440000 sec): 3 clusters
  Score: Raw -1179549.245266 + Penalty 3027.306904 = -1176521.938363
  nChanged 41
		SP:Iteration 23Q (121399.670000 sec): 3 clusters
  Score: Raw -1179558.986541 + Penalty 3027.306904 = -1176531.679637
  nChanged 35
		SP:Iteration 24Q (121399.840000 sec): 3 clusters
  Score: Raw -1179565.253538 + Penalty 3027.306904 = -1176537.946634
  nChanged 27
		SP:Iteration 25Q (121400.090000 sec): 3 clusters
  Score: Raw -1179569.099082 + Penalty 3027.306904 = -1176541.792179
  nChanged 26
		SP:Iteration 26Q (121400.310000 sec): 3 clusters
  Score: Raw -1179573.225147 + Penalty 3027.306904 = -1176545.918243
  nChanged 24
		SP:Iteration 27Q (121400.530000 sec): 3 clusters
  Score: Raw -1179576.611862 + Penalty 3027.306904 = -1176549.304958
  nChanged 16
		SP:Iteration 28Q (121400.740000 sec): 3 clusters
  Score: Raw -1179578.946327 + Penalty 3027.306904 = -1176551.639423
  nChanged 18
		SP:Iteration 29Q (121400.950000 sec): 3 clusters
  Score: Raw -1179581.806693 + Penalty 3027.306904 = -1176554.499789
  nChanged 21
		SP:Iteration 30Q (121401.160000 sec): 3 clusters
  Score: Raw -1179584.595359 + Penalty 3027.306904 = -1176557.288455
  nChanged 13
		SP:Iteration 31Q (121401.410000 sec): 3 clusters
  Score: Raw -1179586.891125 + Penalty 3027.306904 = -1176559.584222
  nChanged 19
		SP:Iteration 32Q (121401.620000 sec): 3 clusters
  Score: Raw -1179590.890876 + Penalty 3027.306904 = -1176563.583972
  nChanged 24
		SP:Iteration 33Q (121401.860000 sec): 3 clusters
  Score: Raw -1179594.196158 + Penalty 3027.306904 = -1176566.889254
  nChanged 22
		SP:Iteration 34Q (121402.090000 sec): 3 clusters
  Score: Raw -1179597.640636 + Penalty 3027.306904 = -1176570.333733
  nChanged 19
		SP:Iteration 35Q (121402.320000 sec): 3 clusters
  Score: Raw -1179600.148808 + Penalty 3027.306904 = -1176572.841904
  nChanged 21
		SP:Iteration 36Q (121402.560000 sec): 3 clusters
  Score: Raw -1179602.672236 + Penalty 3027.306904 = -1176575.365333
  nChanged 18
		SP:Iteration 37Q (121402.800000 sec): 3 clusters
  Score: Raw -1179605.128136 + Penalty 3027.306904 = -1176577.821232
  nChanged 14
		SP:Iteration 38Q (121403.030000 sec): 3 clusters
  Score: Raw -1179606.562928 + Penalty 3027.306904 = -1176579.256024
  nChanged 13
		SP:Iteration 39Q (121403.250000 sec): 3 clusters
  Score: Raw -1179607.981680 + Penalty 3027.306904 = -1176580.674777
  nChanged 15
		SP:Iteration 40F (121403.460000 sec): 3 clusters
  Score: Raw -1179609.624439 + Penalty 3027.306904 = -1176582.317536
  nChanged 14
		SP:Iteration 41Q (121403.690000 sec): 3 clusters
  Score: Raw -1179611.275205 + Penalty 3027.306904 = -1176583.968301
  nChanged 11
		SP:Iteration 42Q (121403.890000 sec): 3 clusters
  Score: Raw -1179612.644596 + Penalty 3027.306904 = -1176585.337693
  nChanged 14
		SP:Iteration 43Q (121404.090000 sec): 3 clusters
  Score: Raw -1179614.161549 + Penalty 3027.306904 = -1176586.854645
  nChanged 6
		SP:Iteration 44Q (121404.320000 sec): 3 clusters
  Score: Raw -1179614.762920 + Penalty 3027.306904 = -1176587.456016
  nChanged 6
		SP:Iteration 45Q (121404.500000 sec): 3 clusters
  Score: Raw -1179615.374125 + Penalty 3027.306904 = -1176588.067221
  nChanged 3
		SP:Iteration 46Q (121404.720000 sec): 3 clusters
  Score: Raw -1179615.580078 + Penalty 3027.306904 = -1176588.273175
  nChanged 2
		SP:Iteration 47Q (121404.930000 sec): 3 clusters
  Score: Raw -1179615.757075 + Penalty 3027.306904 = -1176588.450172
  nChanged 2
		SP:Iteration 48Q (121405.190000 sec): 3 clusters
  Score: Raw -1179615.846660 + Penalty 3027.306904 = -1176588.539756
  nChanged 1
		SP:Iteration 49Q (121405.370000 sec): 3 clusters
  Score: Raw -1179615.964290 + Penalty 3027.306904 = -1176588.657386
  nChanged 2
		SP:Iteration 50Q (121405.640000 sec): 3 clusters
  Score: Raw -1179616.383885 + Penalty 3027.306904 = -1176589.076982
  nChanged 4
		SP:Iteration 51Q (121405.840000 sec): 3 clusters
  Score: Raw -1179616.801607 + Penalty 3027.306904 = -1176589.494703
  nChanged 5
		SP:Iteration 52Q (121406.070000 sec): 3 clusters
  Score: Raw -1179617.279301 + Penalty 3027.306904 = -1176589.972397
  nChanged 4
		SP:Iteration 53Q (121406.280000 sec): 3 clusters
  Score: Raw -1179617.909280 + Penalty 3027.306904 = -1176590.602376
  nChanged 6
		SP:Iteration 54Q (121406.500000 sec): 3 clusters
  Score: Raw -1179618.437319 + Penalty 3027.306904 = -1176591.130415
  nChanged 7
		SP:Iteration 55Q (121406.740000 sec): 3 clusters
  Score: Raw -1179619.308853 + Penalty 3027.306904 = -1176592.001949
  nChanged 8
		SP:Iteration 56Q (121406.930000 sec): 3 clusters
  Score: Raw -1179620.095737 + Penalty 3027.306904 = -1176592.788834
  nChanged 7
		SP:Iteration 57Q (121407.160000 sec): 3 clusters
  Score: Raw -1179620.743460 + Penalty 3027.306904 = -1176593.436557
  nChanged 5
		SP:Iteration 58Q (121407.370000 sec): 3 clusters
  Score: Raw -1179621.161893 + Penalty 3027.306904 = -1176593.854990
  nChanged 4
		SP:Iteration 59Q (121407.570000 sec): 3 clusters
  Score: Raw -1179621.416114 + Penalty 3027.306904 = -1176594.109211
  nChanged 1
		SP:Iteration 60F (121407.770000 sec): 3 clusters
  Score: Raw -1179621.508247 + Penalty 3027.306904 = -1176594.201344
  nChanged 1
		SP:Iteration 61Q (121408.000000 sec): 3 clusters
  Score: Raw -1179621.616258 + Penalty 3027.306904 = -1176594.309355
  nChanged 0
		SP:Iteration 62F (121408.200000 sec): 3 clusters
  Score: Raw -1179621.616258 + Penalty 3027.306904 = -1176594.309355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (10424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121408.330000 sec): 2 clusters
  Score: Raw -1144003.217509 + Penalty 1503.428244 = -1142499.789264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121408.580000 sec): 3 clusters
  Score: Raw -1138082.421327 + Penalty 3006.856489 = -1135075.564838
  nChanged 4528
		SP:Iteration 1F (121408.780000 sec): 3 clusters
  Score: Raw -1140436.728613 + Penalty 3006.856489 = -1137429.872125
  nChanged 653
		SP:Iteration 2F (121409.030000 sec): 3 clusters
  Score: Raw -1140738.437889 + Penalty 3006.856489 = -1137731.581400
  nChanged 609
		SP:Iteration 3F (121409.230000 sec): 3 clusters
  Score: Raw -1141052.541359 + Penalty 3006.856489 = -1138045.684871
  nChanged 574
		SP:Iteration 4F (121409.470000 sec): 3 clusters
  Score: Raw -1141365.308718 + Penalty 3006.856489 = -1138358.452230
  nChanged 591
		SP:Iteration 5F (121409.700000 sec): 3 clusters
  Score: Raw -1141702.494609 + Penalty 3006.856489 = -1138695.638120
  nChanged 570
		SP:Iteration 6F (121409.900000 sec): 3 clusters
  Score: Raw -1142031.356887 + Penalty 3006.856489 = -1139024.500398
  nChanged 533
		SP:Iteration 7F (121410.100000 sec): 3 clusters
  Score: Raw -1142333.300572 + Penalty 3006.856489 = -1139326.444084
  nChanged 443
		SP:Iteration 8Q (121410.330000 sec): 3 clusters
  Score: Raw -1142601.084869 + Penalty 3006.856489 = -1139594.228380
  nChanged 398
		SP:Iteration 9Q (121410.540000 sec): 3 clusters
  Score: Raw -1142839.962442 + Penalty 3006.856489 = -1139833.105953
  nChanged 366
		SP:Iteration 10Q (121410.760000 sec): 3 clusters
  Score: Raw -1143072.879529 + Penalty 3006.856489 = -1140066.023041
  nChanged 291
		SP:Iteration 11Q (121410.970000 sec): 3 clusters
  Score: Raw -1143265.386799 + Penalty 3006.856489 = -1140258.530310
  nChanged 269
		SP:Iteration 12Q (121411.200000 sec): 3 clusters
  Score: Raw -1143464.405609 + Penalty 3006.856489 = -1140457.549120
  nChanged 220
		SP:Iteration 13Q (121411.410000 sec): 3 clusters
  Score: Raw -1143627.965954 + Penalty 3006.856489 = -1140621.109465
  nChanged 176
		SP:Iteration 14Q (121411.640000 sec): 3 clusters
  Score: Raw -1143740.713927 + Penalty 3006.856489 = -1140733.857438
  nChanged 132
		SP:Iteration 15Q (121411.850000 sec): 3 clusters
  Score: Raw -1143819.646437 + Penalty 3006.856489 = -1140812.789948
  nChanged 117
		SP:Iteration 16Q (121412.040000 sec): 3 clusters
  Score: Raw -1143884.691959 + Penalty 3006.856489 = -1140877.835471
  nChanged 86
		SP:Iteration 17Q (121412.180000 sec): 3 clusters
  Score: Raw -1143931.185578 + Penalty 3006.856489 = -1140924.329090
  nChanged 79
		SP:Iteration 18Q (121412.370000 sec): 3 clusters
  Score: Raw -1143975.712209 + Penalty 3006.856489 = -1140968.855721
  nChanged 66
		SP:Iteration 19Q (121412.590000 sec): 3 clusters
  Score: Raw -1144005.182150 + Penalty 3006.856489 = -1140998.325662
  nChanged 45
		SP:Iteration 20F (121412.780000 sec): 3 clusters
  Score: Raw -1144025.894748 + Penalty 3006.856489 = -1141019.038260
  nChanged 40
		SP:Iteration 21Q (121413.000000 sec): 3 clusters
  Score: Raw -1144045.123207 + Penalty 3006.856489 = -1141038.266718
  nChanged 46
		SP:Iteration 22Q (121413.200000 sec): 3 clusters
  Score: Raw -1144061.325911 + Penalty 3006.856489 = -1141054.469423
  nChanged 25
		SP:Iteration 23Q (121413.420000 sec): 3 clusters
  Score: Raw -1144069.398893 + Penalty 3006.856489 = -1141062.542404
  nChanged 19
		SP:Iteration 24Q (121413.660000 sec): 3 clusters
  Score: Raw -1144077.237379 + Penalty 3006.856489 = -1141070.380890
  nChanged 24
		SP:Iteration 25Q (121413.860000 sec): 3 clusters
  Score: Raw -1144087.489994 + Penalty 3006.856489 = -1141080.633505
  nChanged 18
		SP:Iteration 26Q (121414.070000 sec): 3 clusters
  Score: Raw -1144093.991308 + Penalty 3006.856489 = -1141087.134819
  nChanged 20
		SP:Iteration 27Q (121414.310000 sec): 3 clusters
  Score: Raw -1144099.756936 + Penalty 3006.856489 = -1141092.900447
  nChanged 19
		SP:Iteration 28Q (121414.520000 sec): 3 clusters
  Score: Raw -1144105.393395 + Penalty 3006.856489 = -1141098.536906
  nChanged 12
		SP:Iteration 29Q (121414.650000 sec): 3 clusters
  Score: Raw -1144108.999479 + Penalty 3006.856489 = -1141102.142991
  nChanged 9
		SP:Iteration 30Q (121414.880000 sec): 3 clusters
  Score: Raw -1144111.670190 + Penalty 3006.856489 = -1141104.813701
  nChanged 7
		SP:Iteration 31Q (121415.110000 sec): 3 clusters
  Score: Raw -1144113.340683 + Penalty 3006.856489 = -1141106.484194
  nChanged 4
		SP:Iteration 32Q (121415.300000 sec): 3 clusters
  Score: Raw -1144114.500794 + Penalty 3006.856489 = -1141107.644305
  nChanged 5
		SP:Iteration 33Q (121415.480000 sec): 3 clusters
  Score: Raw -1144116.420060 + Penalty 3006.856489 = -1141109.563571
  nChanged 6
		SP:Iteration 34Q (121415.680000 sec): 3 clusters
  Score: Raw -1144118.753381 + Penalty 3006.856489 = -1141111.896892
  nChanged 6
		SP:Iteration 35Q (121415.870000 sec): 3 clusters
  Score: Raw -1144120.728346 + Penalty 3006.856489 = -1141113.871857
  nChanged 5
		SP:Iteration 36Q (121416.120000 sec): 3 clusters
  Score: Raw -1144121.955994 + Penalty 3006.856489 = -1141115.099505
  nChanged 6
		SP:Iteration 37Q (121416.280000 sec): 3 clusters
  Score: Raw -1144123.980289 + Penalty 3006.856489 = -1141117.123800
  nChanged 4
		SP:Iteration 38Q (121416.500000 sec): 3 clusters
  Score: Raw -1144125.355386 + Penalty 3006.856489 = -1141118.498898
  nChanged 1
		SP:Iteration 39Q (121416.680000 sec): 3 clusters
  Score: Raw -1144125.530023 + Penalty 3006.856489 = -1141118.673534
  nChanged 0
		SP:Iteration 40F (121416.920000 sec): 3 clusters
  Score: Raw -1144125.530023 + Penalty 3006.856489 = -1141118.673534
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121417.050000 sec): 2 clusters
  Score: Raw -410244.008239 + Penalty 1337.122131 = -408906.886108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121417.240000 sec): 3 clusters
  Score: Raw -408410.137528 + Penalty 2674.244262 = -405735.893266
  nChanged 1466
		SP:Iteration 1F (121417.390000 sec): 3 clusters
  Score: Raw -409236.025917 + Penalty 2674.244262 = -406561.781655
  nChanged 248
		SP:Iteration 2F (121417.560000 sec): 3 clusters
  Score: Raw -409388.873740 + Penalty 2674.244262 = -406714.629478
  nChanged 181
		SP:Iteration 3Q (121417.700000 sec): 3 clusters
  Score: Raw -409502.264484 + Penalty 2674.244262 = -406828.020222
  nChanged 170
		SP:Iteration 4Q (121417.840000 sec): 3 clusters
  Score: Raw -409600.304664 + Penalty 2674.244262 = -406926.060402
  nChanged 139
		SP:Iteration 5Q (121418.050000 sec): 3 clusters
  Score: Raw -409673.145251 + Penalty 2674.244262 = -406998.900989
  nChanged 120
		SP:Iteration 6Q (121418.220000 sec): 3 clusters
  Score: Raw -409739.515436 + Penalty 2674.244262 = -407065.271174
  nChanged 96
		SP:Iteration 7Q (121418.400000 sec): 3 clusters
  Score: Raw -409791.846536 + Penalty 2674.244262 = -407117.602274
  nChanged 101
		SP:Iteration 8Q (121418.590000 sec): 3 clusters
  Score: Raw -409847.743957 + Penalty 2674.244262 = -407173.499695
  nChanged 80
		SP:Iteration 9Q (121418.750000 sec): 3 clusters
  Score: Raw -409884.185515 + Penalty 2674.244262 = -407209.941253
  nChanged 73
		SP:Iteration 10Q (121418.910000 sec): 3 clusters
  Score: Raw -409919.401713 + Penalty 2674.244262 = -407245.157451
  nChanged 72
		SP:Iteration 11Q (121419.050000 sec): 3 clusters
  Score: Raw -409954.653517 + Penalty 2674.244262 = -407280.409255
  nChanged 69
		SP:Iteration 12Q (121419.250000 sec): 3 clusters
  Score: Raw -409991.271740 + Penalty 2674.244262 = -407317.027478
  nChanged 79
		SP:Iteration 13Q (121419.400000 sec): 3 clusters
  Score: Raw -410036.890915 + Penalty 2674.244262 = -407362.646653
  nChanged 77
		SP:Iteration 14Q (121419.560000 sec): 3 clusters
  Score: Raw -410075.272393 + Penalty 2674.244262 = -407401.028131
  nChanged 65
		SP:Iteration 15Q (121419.740000 sec): 3 clusters
  Score: Raw -410104.865893 + Penalty 2674.244262 = -407430.621631
  nChanged 48
		SP:Iteration 16Q (121419.900000 sec): 3 clusters
  Score: Raw -410127.478958 + Penalty 2674.244262 = -407453.234696
  nChanged 44
		SP:Iteration 17Q (121420.060000 sec): 3 clusters
  Score: Raw -410142.954117 + Penalty 2674.244262 = -407468.709855
  nChanged 31
		SP:Iteration 18Q (121420.200000 sec): 3 clusters
  Score: Raw -410155.814569 + Penalty 2674.244262 = -407481.570307
  nChanged 31
		SP:Iteration 19Q (121420.340000 sec): 3 clusters
  Score: Raw -410164.968066 + Penalty 2674.244262 = -407490.723804
  nChanged 20
		SP:Iteration 20F (121420.480000 sec): 3 clusters
  Score: Raw -410171.494491 + Penalty 2674.244262 = -407497.250229
  nChanged 19
		SP:Iteration 21Q (121420.590000 sec): 3 clusters
  Score: Raw -410178.464436 + Penalty 2674.244262 = -407504.220174
  nChanged 19
		SP:Iteration 22Q (121420.730000 sec): 3 clusters
  Score: Raw -410183.648049 + Penalty 2674.244262 = -407509.403787
  nChanged 19
		SP:Iteration 23Q (121420.880000 sec): 3 clusters
  Score: Raw -410189.849057 + Penalty 2674.244262 = -407515.604795
  nChanged 20
		SP:Iteration 24Q (121421.020000 sec): 3 clusters
  Score: Raw -410195.331565 + Penalty 2674.244262 = -407521.087303
  nChanged 17
		SP:Iteration 25Q (121421.190000 sec): 3 clusters
  Score: Raw -410200.375887 + Penalty 2674.244262 = -407526.131625
  nChanged 18
		SP:Iteration 26Q (121421.370000 sec): 3 clusters
  Score: Raw -410205.229910 + Penalty 2674.244262 = -407530.985648
  nChanged 14
		SP:Iteration 27Q (121421.520000 sec): 3 clusters
  Score: Raw -410209.879507 + Penalty 2674.244262 = -407535.635246
  nChanged 14
		SP:Iteration 28Q (121421.680000 sec): 3 clusters
  Score: Raw -410213.874526 + Penalty 2674.244262 = -407539.630264
  nChanged 12
		SP:Iteration 29Q (121421.830000 sec): 3 clusters
  Score: Raw -410216.705950 + Penalty 2674.244262 = -407542.461688
  nChanged 12
		SP:Iteration 30Q (121421.990000 sec): 3 clusters
  Score: Raw -410220.036078 + Penalty 2674.244262 = -407545.791816
  nChanged 12
		SP:Iteration 31Q (121422.190000 sec): 3 clusters
  Score: Raw -410223.332129 + Penalty 2674.244262 = -407549.087867
  nChanged 9
		SP:Iteration 32Q (121422.350000 sec): 3 clusters
  Score: Raw -410226.102214 + Penalty 2674.244262 = -407551.857952
  nChanged 13
		SP:Iteration 33Q (121422.490000 sec): 3 clusters
  Score: Raw -410230.057259 + Penalty 2674.244262 = -407555.812997
  nChanged 9
		SP:Iteration 34Q (121422.690000 sec): 3 clusters
  Score: Raw -410232.456952 + Penalty 2674.244262 = -407558.212690
  nChanged 7
		SP:Iteration 35Q (121422.800000 sec): 3 clusters
  Score: Raw -410233.993508 + Penalty 2674.244262 = -407559.749246
  nChanged 9
		SP:Iteration 36Q (121422.890000 sec): 3 clusters
  Score: Raw -410235.228111 + Penalty 2674.244262 = -407560.983849
  nChanged 5
		SP:Iteration 37Q (121423.020000 sec): 3 clusters
  Score: Raw -410236.408809 + Penalty 2674.244262 = -407562.164547
  nChanged 5
		SP:Iteration 38Q (121423.110000 sec): 3 clusters
  Score: Raw -410238.280309 + Penalty 2674.244262 = -407564.036047
  nChanged 5
		SP:Iteration 39Q (121423.250000 sec): 3 clusters
  Score: Raw -410239.494196 + Penalty 2674.244262 = -407565.249934
  nChanged 8
		SP:Iteration 40F (121423.450000 sec): 3 clusters
  Score: Raw -410241.584600 + Penalty 2674.244262 = -407567.340338
  nChanged 5
		SP:Iteration 41Q (121423.610000 sec): 3 clusters
  Score: Raw -410243.196785 + Penalty 2674.244262 = -407568.952523
  nChanged 9
		SP:Iteration 42Q (121423.740000 sec): 3 clusters
  Score: Raw -410245.248818 + Penalty 2674.244262 = -407571.004556
  nChanged 8
		SP:Iteration 43Q (121423.880000 sec): 3 clusters
  Score: Raw -410246.400357 + Penalty 2674.244262 = -407572.156095
  nChanged 2
		SP:Iteration 44Q (121424.040000 sec): 3 clusters
  Score: Raw -410246.680476 + Penalty 2674.244262 = -407572.436214
  nChanged 0
		SP:Iteration 45F (121424.170000 sec): 3 clusters
  Score: Raw -410246.680476 + Penalty 2674.244262 = -407572.436214
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121424.290000 sec): 2 clusters
  Score: Raw -495950.406506 + Penalty 1372.913782 = -494577.492724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121424.490000 sec): 3 clusters
  Score: Raw -493531.153113 + Penalty 2745.827563 = -490785.325550
  nChanged 1896
		SP:Iteration 1F (121424.670000 sec): 3 clusters
  Score: Raw -494642.868258 + Penalty 2745.827563 = -491897.040694
  nChanged 379
		SP:Iteration 2F (121424.850000 sec): 3 clusters
  Score: Raw -494904.660038 + Penalty 2745.827563 = -492158.832475
  nChanged 282
		SP:Iteration 3F (121425.050000 sec): 3 clusters
  Score: Raw -495110.457642 + Penalty 2745.827563 = -492364.630078
  nChanged 239
		SP:Iteration 4F (121425.210000 sec): 3 clusters
  Score: Raw -495277.745569 + Penalty 2745.827563 = -492531.918005
  nChanged 196
		SP:Iteration 5Q (121425.410000 sec): 3 clusters
  Score: Raw -495395.239311 + Penalty 2745.827563 = -492649.411747
  nChanged 155
		SP:Iteration 6Q (121425.570000 sec): 3 clusters
  Score: Raw -495470.227300 + Penalty 2745.827563 = -492724.399737
  nChanged 125
		SP:Iteration 7Q (121425.730000 sec): 3 clusters
  Score: Raw -495533.229874 + Penalty 2745.827563 = -492787.402311
  nChanged 110
		SP:Iteration 8Q (121425.840000 sec): 3 clusters
  Score: Raw -495590.059395 + Penalty 2745.827563 = -492844.231831
  nChanged 115
		SP:Iteration 9Q (121426.010000 sec): 3 clusters
  Score: Raw -495645.925168 + Penalty 2745.827563 = -492900.097605
  nChanged 99
		SP:Iteration 10Q (121426.180000 sec): 3 clusters
  Score: Raw -495692.654179 + Penalty 2745.827563 = -492946.826615
  nChanged 94
		SP:Iteration 11Q (121426.380000 sec): 3 clusters
  Score: Raw -495736.326416 + Penalty 2745.827563 = -492990.498853
  nChanged 99
		SP:Iteration 12Q (121426.560000 sec): 3 clusters
  Score: Raw -495786.201018 + Penalty 2745.827563 = -493040.373454
  nChanged 84
		SP:Iteration 13Q (121426.740000 sec): 3 clusters
  Score: Raw -495820.129712 + Penalty 2745.827563 = -493074.302148
  nChanged 73
		SP:Iteration 14Q (121426.940000 sec): 3 clusters
  Score: Raw -495847.600032 + Penalty 2745.827563 = -493101.772469
  nChanged 60
		SP:Iteration 15Q (121427.090000 sec): 3 clusters
  Score: Raw -495866.579057 + Penalty 2745.827563 = -493120.751493
  nChanged 50
		SP:Iteration 16Q (121427.280000 sec): 3 clusters
  Score: Raw -495880.735847 + Penalty 2745.827563 = -493134.908283
  nChanged 37
		SP:Iteration 17Q (121427.480000 sec): 3 clusters
  Score: Raw -495891.027740 + Penalty 2745.827563 = -493145.200177
  nChanged 26
		SP:Iteration 18Q (121427.670000 sec): 3 clusters
  Score: Raw -495898.213134 + Penalty 2745.827563 = -493152.385571
  nChanged 28
		SP:Iteration 19Q (121427.860000 sec): 3 clusters
  Score: Raw -495906.940617 + Penalty 2745.827563 = -493161.113053
  nChanged 24
		SP:Iteration 20F (121427.950000 sec): 3 clusters
  Score: Raw -495913.330748 + Penalty 2745.827563 = -493167.503185
  nChanged 23
		SP:Iteration 21Q (121428.140000 sec): 3 clusters
  Score: Raw -495920.067323 + Penalty 2745.827563 = -493174.239760
  nChanged 24
		SP:Iteration 22Q (121428.280000 sec): 3 clusters
  Score: Raw -495927.229740 + Penalty 2745.827563 = -493181.402177
  nChanged 23
		SP:Iteration 23Q (121428.520000 sec): 3 clusters
  Score: Raw -495934.519317 + Penalty 2745.827563 = -493188.691754
  nChanged 23
		SP:Iteration 24Q (121428.680000 sec): 3 clusters
  Score: Raw -495944.138539 + Penalty 2745.827563 = -493198.310976
  nChanged 29
		SP:Iteration 25Q (121428.820000 sec): 3 clusters
  Score: Raw -495955.451852 + Penalty 2745.827563 = -493209.624288
  nChanged 33
		SP:Iteration 26Q (121428.970000 sec): 3 clusters
  Score: Raw -495966.653322 + Penalty 2745.827563 = -493220.825759
  nChanged 30
		SP:Iteration 27Q (121429.100000 sec): 3 clusters
  Score: Raw -495975.705245 + Penalty 2745.827563 = -493229.877682
  nChanged 32
		SP:Iteration 28Q (121429.290000 sec): 3 clusters
  Score: Raw -495986.882396 + Penalty 2745.827563 = -493241.054833
  nChanged 36
		SP:Iteration 29Q (121429.440000 sec): 3 clusters
  Score: Raw -495998.144691 + Penalty 2745.827563 = -493252.317128
  nChanged 32
		SP:Iteration 30Q (121429.640000 sec): 3 clusters
  Score: Raw -496008.289266 + Penalty 2745.827563 = -493262.461703
  nChanged 37
		SP:Iteration 31Q (121429.820000 sec): 3 clusters
  Score: Raw -496020.558200 + Penalty 2745.827563 = -493274.730636
  nChanged 40
		SP:Iteration 32Q (121429.970000 sec): 3 clusters
  Score: Raw -496033.373835 + Penalty 2745.827563 = -493287.546272
  nChanged 31
		SP:Iteration 33Q (121430.150000 sec): 3 clusters
  Score: Raw -496046.031467 + Penalty 2745.827563 = -493300.203904
  nChanged 33
		SP:Iteration 34Q (121430.300000 sec): 3 clusters
  Score: Raw -496054.467632 + Penalty 2745.827563 = -493308.640068
  nChanged 27
		SP:Iteration 35Q (121430.480000 sec): 3 clusters
  Score: Raw -496061.843927 + Penalty 2745.827563 = -493316.016364
  nChanged 24
		SP:Iteration 36Q (121430.660000 sec): 3 clusters
  Score: Raw -496068.281043 + Penalty 2745.827563 = -493322.453479
  nChanged 27
		SP:Iteration 37Q (121430.800000 sec): 3 clusters
  Score: Raw -496074.845785 + Penalty 2745.827563 = -493329.018222
  nChanged 17
		SP:Iteration 38Q (121431.000000 sec): 3 clusters
  Score: Raw -496079.920754 + Penalty 2745.827563 = -493334.093190
  nChanged 14
		SP:Iteration 39Q (121431.160000 sec): 3 clusters
  Score: Raw -496082.649733 + Penalty 2745.827563 = -493336.822170
  nChanged 10
		SP:Iteration 40F (121431.370000 sec): 3 clusters
  Score: Raw -496084.547183 + Penalty 2745.827563 = -493338.719620
  nChanged 7
		SP:Iteration 41Q (121431.540000 sec): 3 clusters
  Score: Raw -496085.607838 + Penalty 2745.827563 = -493339.780275
  nChanged 3
		SP:Iteration 42Q (121431.740000 sec): 3 clusters
  Score: Raw -496086.699257 + Penalty 2745.827563 = -493340.871693
  nChanged 5
		SP:Iteration 43Q (121431.880000 sec): 3 clusters
  Score: Raw -496087.592249 + Penalty 2745.827563 = -493341.764686
  nChanged 4
		SP:Iteration 44Q (121432.060000 sec): 3 clusters
  Score: Raw -496088.325366 + Penalty 2745.827563 = -493342.497803
  nChanged 5
		SP:Iteration 45Q (121432.260000 sec): 3 clusters
  Score: Raw -496089.752353 + Penalty 2745.827563 = -493343.924790
  nChanged 4
		SP:Iteration 46Q (121432.420000 sec): 3 clusters
  Score: Raw -496091.124565 + Penalty 2745.827563 = -493345.297001
  nChanged 3
		SP:Iteration 47Q (121432.610000 sec): 3 clusters
  Score: Raw -496091.886868 + Penalty 2745.827563 = -493346.059305
  nChanged 5
		SP:Iteration 48Q (121432.740000 sec): 3 clusters
  Score: Raw -496092.869731 + Penalty 2745.827563 = -493347.042167
  nChanged 9
		SP:Iteration 49Q (121432.910000 sec): 3 clusters
  Score: Raw -496096.865002 + Penalty 2745.827563 = -493351.037438
  nChanged 14
		SP:Iteration 50Q (121433.100000 sec): 3 clusters
  Score: Raw -496101.785317 + Penalty 2745.827563 = -493355.957754
  nChanged 15
		SP:Iteration 51Q (121433.340000 sec): 3 clusters
  Score: Raw -496106.052726 + Penalty 2745.827563 = -493360.225163
  nChanged 14
		SP:Iteration 52Q (121433.520000 sec): 3 clusters
  Score: Raw -496110.757371 + Penalty 2745.827563 = -493364.929807
  nChanged 18
		SP:Iteration 53Q (121433.680000 sec): 3 clusters
  Score: Raw -496115.182924 + Penalty 2745.827563 = -493369.355361
  nChanged 16
		SP:Iteration 54Q (121433.860000 sec): 3 clusters
  Score: Raw -496120.230739 + Penalty 2745.827563 = -493374.403176
  nChanged 20
		SP:Iteration 55Q (121434.060000 sec): 3 clusters
  Score: Raw -496126.507668 + Penalty 2745.827563 = -493380.680105
  nChanged 21
		SP:Iteration 56Q (121434.240000 sec): 3 clusters
  Score: Raw -496132.691871 + Penalty 2745.827563 = -493386.864308
  nChanged 13
		SP:Iteration 57Q (121434.440000 sec): 3 clusters
  Score: Raw -496135.016024 + Penalty 2745.827563 = -493389.188460
  nChanged 8
		SP:Iteration 58Q (121434.620000 sec): 3 clusters
  Score: Raw -496137.338969 + Penalty 2745.827563 = -493391.511406
  nChanged 9
		SP:Iteration 59Q (121434.770000 sec): 3 clusters
  Score: Raw -496139.761745 + Penalty 2745.827563 = -493393.934182
  nChanged 8
		SP:Iteration 60F (121434.970000 sec): 3 clusters
  Score: Raw -496141.938203 + Penalty 2745.827563 = -493396.110640
  nChanged 14
		SP:Iteration 61Q (121435.170000 sec): 3 clusters
  Score: Raw -496145.585334 + Penalty 2745.827563 = -493399.757770
  nChanged 10
		SP:Iteration 62Q (121435.370000 sec): 3 clusters
  Score: Raw -496147.565761 + Penalty 2745.827563 = -493401.738197
  nChanged 10
		SP:Iteration 63Q (121435.510000 sec): 3 clusters
  Score: Raw -496151.077854 + Penalty 2745.827563 = -493405.250291
  nChanged 14
		SP:Iteration 64Q (121435.730000 sec): 3 clusters
  Score: Raw -496156.075413 + Penalty 2745.827563 = -493410.247849
  nChanged 16
		SP:Iteration 65Q (121435.870000 sec): 3 clusters
  Score: Raw -496161.980941 + Penalty 2745.827563 = -493416.153377
  nChanged 17
		SP:Iteration 66Q (121436.080000 sec): 3 clusters
  Score: Raw -496167.524519 + Penalty 2745.827563 = -493421.696956
  nChanged 18
		SP:Iteration 67Q (121436.250000 sec): 3 clusters
  Score: Raw -496172.387416 + Penalty 2745.827563 = -493426.559852
  nChanged 15
		SP:Iteration 68Q (121436.380000 sec): 3 clusters
  Score: Raw -496176.134916 + Penalty 2745.827563 = -493430.307352
  nChanged 21
		SP:Iteration 69Q (121436.560000 sec): 3 clusters
  Score: Raw -496183.893179 + Penalty 2745.827563 = -493438.065616
  nChanged 22
		SP:Iteration 70Q (121436.790000 sec): 3 clusters
  Score: Raw -496193.194242 + Penalty 2745.827563 = -493447.366678
  nChanged 22
		SP:Iteration 71Q (121436.960000 sec): 3 clusters
  Score: Raw -496201.618402 + Penalty 2745.827563 = -493455.790839
  nChanged 19
		SP:Iteration 72Q (121437.150000 sec): 3 clusters
  Score: Raw -496208.323791 + Penalty 2745.827563 = -493462.496228
  nChanged 27
		SP:Iteration 73Q (121437.350000 sec): 3 clusters
  Score: Raw -496218.576957 + Penalty 2745.827563 = -493472.749394
  nChanged 29
		SP:Iteration 74Q (121437.500000 sec): 3 clusters
  Score: Raw -496233.144205 + Penalty 2745.827563 = -493487.316642
  nChanged 33
		SP:Iteration 75Q (121437.670000 sec): 3 clusters
  Score: Raw -496250.619472 + Penalty 2745.827563 = -493504.791909
  nChanged 32
		SP:Iteration 76Q (121437.860000 sec): 3 clusters
  Score: Raw -496263.124973 + Penalty 2745.827563 = -493517.297409
  nChanged 34
		SP:Iteration 77Q (121437.990000 sec): 3 clusters
  Score: Raw -496275.669025 + Penalty 2745.827563 = -493529.841462
  nChanged 31
		SP:Iteration 78Q (121438.140000 sec): 3 clusters
  Score: Raw -496287.317134 + Penalty 2745.827563 = -493541.489571
  nChanged 27
		SP:Iteration 79Q (121438.320000 sec): 3 clusters
  Score: Raw -496298.993015 + Penalty 2745.827563 = -493553.165451
  nChanged 32
		SP:Iteration 80F (121438.480000 sec): 3 clusters
  Score: Raw -496313.081122 + Penalty 2745.827563 = -493567.253559
  nChanged 26
		SP:Iteration 81Q (121438.670000 sec): 3 clusters
  Score: Raw -496323.694821 + Penalty 2745.827563 = -493577.867258
  nChanged 28
		SP:Iteration 82Q (121438.850000 sec): 3 clusters
  Score: Raw -496335.953996 + Penalty 2745.827563 = -493590.126433
  nChanged 24
		SP:Iteration 83Q (121439.000000 sec): 3 clusters
  Score: Raw -496345.154168 + Penalty 2745.827563 = -493599.326605
  nChanged 28
		SP:Iteration 84Q (121439.150000 sec): 3 clusters
  Score: Raw -496356.723426 + Penalty 2745.827563 = -493610.895863
  nChanged 26
		SP:Iteration 85Q (121439.290000 sec): 3 clusters
  Score: Raw -496366.163729 + Penalty 2745.827563 = -493620.336165
  nChanged 24
		SP:Iteration 86Q (121439.430000 sec): 3 clusters
  Score: Raw -496375.546048 + Penalty 2745.827563 = -493629.718485
  nChanged 20
		SP:Iteration 87Q (121439.600000 sec): 3 clusters
  Score: Raw -496385.484970 + Penalty 2745.827563 = -493639.657407
  nChanged 16
		SP:Iteration 88Q (121439.780000 sec): 3 clusters
  Score: Raw -496393.297245 + Penalty 2745.827563 = -493647.469682
  nChanged 17
		SP:Iteration 89Q (121440.000000 sec): 3 clusters
  Score: Raw -496403.680103 + Penalty 2745.827563 = -493657.852540
  nChanged 21
		SP:Iteration 90Q (121440.160000 sec): 3 clusters
  Score: Raw -496417.061970 + Penalty 2745.827563 = -493671.234406
  nChanged 19
		SP:Iteration 91Q (121440.340000 sec): 3 clusters
  Score: Raw -496427.687435 + Penalty 2745.827563 = -493681.859872
  nChanged 30
		SP:Iteration 92Q (121440.510000 sec): 3 clusters
  Score: Raw -496441.044199 + Penalty 2745.827563 = -493695.216635
  nChanged 12
		SP:Iteration 93Q (121440.710000 sec): 3 clusters
  Score: Raw -496445.667233 + Penalty 2745.827563 = -493699.839670
  nChanged 5
		SP:Iteration 94Q (121440.870000 sec): 3 clusters
  Score: Raw -496447.511841 + Penalty 2745.827563 = -493701.684277
  nChanged 3
		SP:Iteration 95Q (121441.060000 sec): 3 clusters
  Score: Raw -496448.322591 + Penalty 2745.827563 = -493702.495027
  nChanged 3
		SP:Iteration 96Q (121441.290000 sec): 3 clusters
  Score: Raw -496449.233548 + Penalty 2745.827563 = -493703.405985
  nChanged 3
		SP:Iteration 97Q (121441.430000 sec): 3 clusters
  Score: Raw -496449.954755 + Penalty 2745.827563 = -493704.127192
  nChanged 0
		SP:Iteration 98F (121441.580000 sec): 3 clusters
  Score: Raw -496449.954755 + Penalty 2745.827563 = -493704.127192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (3024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121441.680000 sec): 2 clusters
  Score: Raw -288797.058314 + Penalty 1302.329557 = -287494.728757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121441.850000 sec): 3 clusters
  Score: Raw -287409.784200 + Penalty 2604.659115 = -284805.125085
  nChanged 1214
		SP:Iteration 1F (121442.030000 sec): 3 clusters
  Score: Raw -288386.625531 + Penalty 2604.659115 = -285781.966416
  nChanged 293
		SP:Iteration 2F (121442.230000 sec): 3 clusters
  Score: Raw -288703.049675 + Penalty 2604.659115 = -286098.390561
  nChanged 242
		SP:Iteration 3F (121442.380000 sec): 3 clusters
  Score: Raw -288946.690858 + Penalty 2604.659115 = -286342.031744
  nChanged 205
		SP:Iteration 4F (121442.540000 sec): 3 clusters
  Score: Raw -289108.018298 + Penalty 2604.659115 = -286503.359184
  nChanged 131
		SP:Iteration 5Q (121442.710000 sec): 3 clusters
  Score: Raw -289204.035082 + Penalty 2604.659115 = -286599.375967
  nChanged 107
		SP:Iteration 6Q (121442.850000 sec): 3 clusters
  Score: Raw -289266.167594 + Penalty 2604.659115 = -286661.508480
  nChanged 59
		SP:Iteration 7Q (121443.050000 sec): 3 clusters
  Score: Raw -289298.423545 + Penalty 2604.659115 = -286693.764431
  nChanged 38
		SP:Iteration 8Q (121443.210000 sec): 3 clusters
  Score: Raw -289319.618999 + Penalty 2604.659115 = -286714.959884
  nChanged 42
		SP:Iteration 9Q (121443.410000 sec): 3 clusters
  Score: Raw -289339.961767 + Penalty 2604.659115 = -286735.302653
  nChanged 30
		SP:Iteration 10Q (121443.580000 sec): 3 clusters
  Score: Raw -289355.359099 + Penalty 2604.659115 = -286750.699984
  nChanged 30
		SP:Iteration 11Q (121443.770000 sec): 3 clusters
  Score: Raw -289368.225396 + Penalty 2604.659115 = -286763.566282
  nChanged 22
		SP:Iteration 12Q (121443.930000 sec): 3 clusters
  Score: Raw -289378.112146 + Penalty 2604.659115 = -286773.453031
  nChanged 17
		SP:Iteration 13Q (121444.140000 sec): 3 clusters
  Score: Raw -289385.979062 + Penalty 2604.659115 = -286781.319948
  nChanged 15
		SP:Iteration 14Q (121444.320000 sec): 3 clusters
  Score: Raw -289389.404501 + Penalty 2604.659115 = -286784.745387
  nChanged 6
		SP:Iteration 15Q (121444.490000 sec): 3 clusters
  Score: Raw -289390.860585 + Penalty 2604.659115 = -286786.201471
  nChanged 6
		SP:Iteration 16Q (121444.660000 sec): 3 clusters
  Score: Raw -289393.451892 + Penalty 2604.659115 = -286788.792778
  nChanged 9
		SP:Iteration 17Q (121444.790000 sec): 3 clusters
  Score: Raw -289395.083752 + Penalty 2604.659115 = -286790.424637
  nChanged 6
		SP:Iteration 18Q (121444.980000 sec): 3 clusters
  Score: Raw -289397.310672 + Penalty 2604.659115 = -286792.651557
  nChanged 5
		SP:Iteration 19Q (121445.100000 sec): 3 clusters
  Score: Raw -289398.245504 + Penalty 2604.659115 = -286793.586389
  nChanged 4
		SP:Iteration 20F (121445.280000 sec): 3 clusters
  Score: Raw -289399.823681 + Penalty 2604.659115 = -286795.164566
  nChanged 4
		SP:Iteration 21Q (121445.470000 sec): 3 clusters
  Score: Raw -289400.609097 + Penalty 2604.659115 = -286795.949982
  nChanged 2
		SP:Iteration 22Q (121445.630000 sec): 3 clusters
  Score: Raw -289400.942112 + Penalty 2604.659115 = -286796.282998
  nChanged 3
		SP:Iteration 23Q (121445.840000 sec): 3 clusters
  Score: Raw -289402.209219 + Penalty 2604.659115 = -286797.550105
  nChanged 5
		SP:Iteration 24Q (121446.000000 sec): 3 clusters
  Score: Raw -289403.074091 + Penalty 2604.659115 = -286798.414976
  nChanged 2
		SP:Iteration 25Q (121446.190000 sec): 3 clusters
  Score: Raw -289403.388507 + Penalty 2604.659115 = -286798.729393
  nChanged 1
		SP:Iteration 26Q (121446.400000 sec): 3 clusters
  Score: Raw -289404.286266 + Penalty 2604.659115 = -286799.627152
  nChanged 2
		SP:Iteration 27Q (121446.560000 sec): 3 clusters
  Score: Raw -289404.688539 + Penalty 2604.659115 = -286800.029425
  nChanged 1
		SP:Iteration 28Q (121446.730000 sec): 3 clusters
  Score: Raw -289404.791881 + Penalty 2604.659115 = -286800.132767
  nChanged 0
		SP:Iteration 29F (121446.880000 sec): 3 clusters
  Score: Raw -289404.791881 + Penalty 2604.659115 = -286800.132767
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121447.070000 sec): 2 clusters
  Score: Raw -939704.564954 + Penalty 1480.531313 = -938224.033641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121447.290000 sec): 3 clusters
  Score: Raw -934627.133400 + Penalty 2961.062627 = -931666.070774
  nChanged 3857
		SP:Iteration 1F (121447.470000 sec): 3 clusters
  Score: Raw -936822.549867 + Penalty 2961.062627 = -933861.487240
  nChanged 699
		SP:Iteration 2F (121447.720000 sec): 3 clusters
  Score: Raw -937258.444314 + Penalty 2961.062627 = -934297.381688
  nChanged 563
		SP:Iteration 3F (121447.900000 sec): 3 clusters
  Score: Raw -937559.058189 + Penalty 2961.062627 = -934597.995562
  nChanged 459
		SP:Iteration 4F (121448.090000 sec): 3 clusters
  Score: Raw -937767.788910 + Penalty 2961.062627 = -934806.726283
  nChanged 376
		SP:Iteration 5Q (121448.300000 sec): 3 clusters
  Score: Raw -937923.630004 + Penalty 2961.062627 = -934962.567377
  nChanged 341
		SP:Iteration 6Q (121448.510000 sec): 3 clusters
  Score: Raw -938077.220690 + Penalty 2961.062627 = -935116.158064
  nChanged 296
		SP:Iteration 7Q (121448.710000 sec): 3 clusters
  Score: Raw -938196.720046 + Penalty 2961.062627 = -935235.657419
  nChanged 274
		SP:Iteration 8Q (121448.880000 sec): 3 clusters
  Score: Raw -938295.921261 + Penalty 2961.062627 = -935334.858635
  nChanged 227
		SP:Iteration 9Q (121449.110000 sec): 3 clusters
  Score: Raw -938385.371619 + Penalty 2961.062627 = -935424.308992
  nChanged 233
		SP:Iteration 10Q (121449.300000 sec): 3 clusters
  Score: Raw -938469.688903 + Penalty 2961.062627 = -935508.626276
  nChanged 208
		SP:Iteration 11Q (121449.530000 sec): 3 clusters
  Score: Raw -938545.975628 + Penalty 2961.062627 = -935584.913001
  nChanged 204
		SP:Iteration 12Q (121449.750000 sec): 3 clusters
  Score: Raw -938611.363181 + Penalty 2961.062627 = -935650.300555
  nChanged 184
		SP:Iteration 13Q (121449.950000 sec): 3 clusters
  Score: Raw -938670.780436 + Penalty 2961.062627 = -935709.717810
  nChanged 181
		SP:Iteration 14Q (121450.130000 sec): 3 clusters
  Score: Raw -938729.418635 + Penalty 2961.062627 = -935768.356009
  nChanged 169
		SP:Iteration 15Q (121450.320000 sec): 3 clusters
  Score: Raw -938788.463552 + Penalty 2961.062627 = -935827.400926
  nChanged 170
		SP:Iteration 16Q (121450.530000 sec): 3 clusters
  Score: Raw -938847.100268 + Penalty 2961.062627 = -935886.037641
  nChanged 151
		SP:Iteration 17Q (121450.710000 sec): 3 clusters
  Score: Raw -938909.841396 + Penalty 2961.062627 = -935948.778769
  nChanged 144
		SP:Iteration 18Q (121450.910000 sec): 3 clusters
  Score: Raw -938975.484081 + Penalty 2961.062627 = -936014.421454
  nChanged 149
		SP:Iteration 19Q (121451.100000 sec): 3 clusters
  Score: Raw -939033.441741 + Penalty 2961.062627 = -936072.379114
  nChanged 123
		SP:Iteration 20F (121451.230000 sec): 3 clusters
  Score: Raw -939079.432056 + Penalty 2961.062627 = -936118.369429
  nChanged 109
		SP:Iteration 21Q (121451.440000 sec): 3 clusters
  Score: Raw -939115.597268 + Penalty 2961.062627 = -936154.534641
  nChanged 120
		SP:Iteration 22Q (121451.630000 sec): 3 clusters
  Score: Raw -939156.407920 + Penalty 2961.062627 = -936195.345293
  nChanged 114
		SP:Iteration 23Q (121451.790000 sec): 3 clusters
  Score: Raw -939189.564743 + Penalty 2961.062627 = -936228.502116
  nChanged 99
		SP:Iteration 24Q (121452.000000 sec): 3 clusters
  Score: Raw -939221.993202 + Penalty 2961.062627 = -936260.930575
  nChanged 111
		SP:Iteration 25Q (121452.200000 sec): 3 clusters
  Score: Raw -939256.341660 + Penalty 2961.062627 = -936295.279034
  nChanged 90
		SP:Iteration 26Q (121452.420000 sec): 3 clusters
  Score: Raw -939283.720455 + Penalty 2961.062627 = -936322.657828
  nChanged 80
		SP:Iteration 27Q (121452.660000 sec): 3 clusters
  Score: Raw -939307.738223 + Penalty 2961.062627 = -936346.675596
  nChanged 66
		SP:Iteration 28Q (121452.880000 sec): 3 clusters
  Score: Raw -939330.272813 + Penalty 2961.062627 = -936369.210186
  nChanged 65
		SP:Iteration 29Q (121453.050000 sec): 3 clusters
  Score: Raw -939354.710654 + Penalty 2961.062627 = -936393.648027
  nChanged 69
		SP:Iteration 30Q (121453.250000 sec): 3 clusters
  Score: Raw -939376.584872 + Penalty 2961.062627 = -936415.522246
  nChanged 57
		SP:Iteration 31Q (121453.480000 sec): 3 clusters
  Score: Raw -939393.044314 + Penalty 2961.062627 = -936431.981687
  nChanged 58
		SP:Iteration 32Q (121453.650000 sec): 3 clusters
  Score: Raw -939409.488571 + Penalty 2961.062627 = -936448.425945
  nChanged 52
		SP:Iteration 33Q (121453.920000 sec): 3 clusters
  Score: Raw -939423.998913 + Penalty 2961.062627 = -936462.936287
  nChanged 44
		SP:Iteration 34Q (121454.100000 sec): 3 clusters
  Score: Raw -939436.380157 + Penalty 2961.062627 = -936475.317531
  nChanged 36
		SP:Iteration 35Q (121454.320000 sec): 3 clusters
  Score: Raw -939445.151307 + Penalty 2961.062627 = -936484.088681
  nChanged 48
		SP:Iteration 36Q (121454.510000 sec): 3 clusters
  Score: Raw -939457.454422 + Penalty 2961.062627 = -936496.391795
  nChanged 45
		SP:Iteration 37Q (121454.730000 sec): 3 clusters
  Score: Raw -939470.027398 + Penalty 2961.062627 = -936508.964772
  nChanged 41
		SP:Iteration 38Q (121454.910000 sec): 3 clusters
  Score: Raw -939483.267179 + Penalty 2961.062627 = -936522.204552
  nChanged 43
		SP:Iteration 39Q (121455.150000 sec): 3 clusters
  Score: Raw -939495.921521 + Penalty 2961.062627 = -936534.858894
  nChanged 47
		SP:Iteration 40F (121455.340000 sec): 3 clusters
  Score: Raw -939510.095974 + Penalty 2961.062627 = -936549.033348
  nChanged 50
		SP:Iteration 41Q (121455.550000 sec): 3 clusters
  Score: Raw -939526.663971 + Penalty 2961.062627 = -936565.601344
  nChanged 47
		SP:Iteration 42Q (121455.750000 sec): 3 clusters
  Score: Raw -939538.892145 + Penalty 2961.062627 = -936577.829518
  nChanged 43
		SP:Iteration 43Q (121455.990000 sec): 3 clusters
  Score: Raw -939553.698090 + Penalty 2961.062627 = -936592.635463
  nChanged 42
		SP:Iteration 44Q (121456.170000 sec): 3 clusters
  Score: Raw -939566.733080 + Penalty 2961.062627 = -936605.670453
  nChanged 47
		SP:Iteration 45Q (121456.380000 sec): 3 clusters
  Score: Raw -939582.406331 + Penalty 2961.062627 = -936621.343704
  nChanged 48
		SP:Iteration 46Q (121456.590000 sec): 3 clusters
  Score: Raw -939598.466602 + Penalty 2961.062627 = -936637.403975
  nChanged 53
		SP:Iteration 47Q (121456.800000 sec): 3 clusters
  Score: Raw -939617.898129 + Penalty 2961.062627 = -936656.835502
  nChanged 47
		SP:Iteration 48Q (121456.980000 sec): 3 clusters
  Score: Raw -939635.129663 + Penalty 2961.062627 = -936674.067037
  nChanged 43
		SP:Iteration 49Q (121457.240000 sec): 3 clusters
  Score: Raw -939651.454511 + Penalty 2961.062627 = -936690.391884
  nChanged 43
		SP:Iteration 50Q (121457.420000 sec): 3 clusters
  Score: Raw -939669.029027 + Penalty 2961.062627 = -936707.966401
  nChanged 46
		SP:Iteration 51Q (121457.650000 sec): 3 clusters
  Score: Raw -939690.282458 + Penalty 2961.062627 = -936729.219832
  nChanged 60
		SP:Iteration 52Q (121457.840000 sec): 3 clusters
  Score: Raw -939715.164915 + Penalty 2961.062627 = -936754.102289
  nChanged 51
		SP:Iteration 53Q (121458.030000 sec): 3 clusters
  Score: Raw -939741.463418 + Penalty 2961.062627 = -936780.400792
  nChanged 55
		SP:Iteration 54Q (121458.220000 sec): 3 clusters
  Score: Raw -939769.016361 + Penalty 2961.062627 = -936807.953734
  nChanged 42
		SP:Iteration 55Q (121458.450000 sec): 3 clusters
  Score: Raw -939790.184480 + Penalty 2961.062627 = -936829.121853
  nChanged 32
		SP:Iteration 56Q (121458.610000 sec): 3 clusters
  Score: Raw -939803.408412 + Penalty 2961.062627 = -936842.345786
  nChanged 33
		SP:Iteration 57Q (121458.870000 sec): 3 clusters
  Score: Raw -939817.949216 + Penalty 2961.062627 = -936856.886590
  nChanged 39
		SP:Iteration 58Q (121459.100000 sec): 3 clusters
  Score: Raw -939833.458561 + Penalty 2961.062627 = -936872.395935
  nChanged 39
		SP:Iteration 59Q (121459.270000 sec): 3 clusters
  Score: Raw -939850.716396 + Penalty 2961.062627 = -936889.653770
  nChanged 32
		SP:Iteration 60F (121459.430000 sec): 3 clusters
  Score: Raw -939865.325385 + Penalty 2961.062627 = -936904.262758
  nChanged 30
		SP:Iteration 61Q (121459.650000 sec): 3 clusters
  Score: Raw -939879.651250 + Penalty 2961.062627 = -936918.588623
  nChanged 23
		SP:Iteration 62Q (121459.890000 sec): 3 clusters
  Score: Raw -939889.520091 + Penalty 2961.062627 = -936928.457464
  nChanged 23
		SP:Iteration 63Q (121460.100000 sec): 3 clusters
  Score: Raw -939902.433427 + Penalty 2961.062627 = -936941.370801
  nChanged 21
		SP:Iteration 64Q (121460.310000 sec): 3 clusters
  Score: Raw -939913.901680 + Penalty 2961.062627 = -936952.839054
  nChanged 18
		SP:Iteration 65Q (121460.510000 sec): 3 clusters
  Score: Raw -939922.881586 + Penalty 2961.062627 = -936961.818959
  nChanged 12
		SP:Iteration 66Q (121460.730000 sec): 3 clusters
  Score: Raw -939929.186919 + Penalty 2961.062627 = -936968.124293
  nChanged 12
		SP:Iteration 67Q (121460.890000 sec): 3 clusters
  Score: Raw -939935.196135 + Penalty 2961.062627 = -936974.133508
  nChanged 10
		SP:Iteration 68Q (121461.120000 sec): 3 clusters
  Score: Raw -939938.272807 + Penalty 2961.062627 = -936977.210180
  nChanged 7
		SP:Iteration 69Q (121461.320000 sec): 3 clusters
  Score: Raw -939941.398022 + Penalty 2961.062627 = -936980.335395
  nChanged 5
		SP:Iteration 70Q (121461.520000 sec): 3 clusters
  Score: Raw -939943.605101 + Penalty 2961.062627 = -936982.542475
  nChanged 5
		SP:Iteration 71Q (121461.780000 sec): 3 clusters
  Score: Raw -939945.365576 + Penalty 2961.062627 = -936984.302949
  nChanged 5
		SP:Iteration 72Q (121461.950000 sec): 3 clusters
  Score: Raw -939947.304393 + Penalty 2961.062627 = -936986.241766
  nChanged 3
		SP:Iteration 73Q (121462.130000 sec): 3 clusters
  Score: Raw -939949.009664 + Penalty 2961.062627 = -936987.947037
  nChanged 5
		SP:Iteration 74Q (121462.340000 sec): 3 clusters
  Score: Raw -939951.207348 + Penalty 2961.062627 = -936990.144722
  nChanged 4
		SP:Iteration 75Q (121462.560000 sec): 3 clusters
  Score: Raw -939952.066350 + Penalty 2961.062627 = -936991.003723
  nChanged 2
		SP:Iteration 76Q (121462.770000 sec): 3 clusters
  Score: Raw -939952.812969 + Penalty 2961.062627 = -936991.750342
  nChanged 4
		SP:Iteration 77Q (121462.970000 sec): 3 clusters
  Score: Raw -939954.445961 + Penalty 2961.062627 = -936993.383334
  nChanged 2
		SP:Iteration 78Q (121463.140000 sec): 3 clusters
  Score: Raw -939955.477506 + Penalty 2961.062627 = -936994.414880
  nChanged 5
		SP:Iteration 79Q (121463.300000 sec): 3 clusters
  Score: Raw -939958.767200 + Penalty 2961.062627 = -936997.704574
  nChanged 7
		SP:Iteration 80F (121463.480000 sec): 3 clusters
  Score: Raw -939961.200562 + Penalty 2961.062627 = -937000.137935
  nChanged 3
		SP:Iteration 81Q (121463.700000 sec): 3 clusters
  Score: Raw -939962.568234 + Penalty 2961.062627 = -937001.505608
  nChanged 5
		SP:Iteration 82Q (121463.900000 sec): 3 clusters
  Score: Raw -939964.891577 + Penalty 2961.062627 = -937003.828950
  nChanged 4
		SP:Iteration 83Q (121464.080000 sec): 3 clusters
  Score: Raw -939966.080079 + Penalty 2961.062627 = -937005.017453
  nChanged 3
		SP:Iteration 84Q (121464.280000 sec): 3 clusters
  Score: Raw -939968.374148 + Penalty 2961.062627 = -937007.311521
  nChanged 7
		SP:Iteration 85Q (121464.480000 sec): 3 clusters
  Score: Raw -939971.805832 + Penalty 2961.062627 = -937010.743205
  nChanged 3
		SP:Iteration 86Q (121464.680000 sec): 3 clusters
  Score: Raw -939973.855578 + Penalty 2961.062627 = -937012.792951
  nChanged 6
		SP:Iteration 87Q (121464.930000 sec): 3 clusters
  Score: Raw -939976.088149 + Penalty 2961.062627 = -937015.025522
  nChanged 3
		SP:Iteration 88Q (121465.090000 sec): 3 clusters
  Score: Raw -939976.593974 + Penalty 2961.062627 = -937015.531347
  nChanged 3
		SP:Iteration 89Q (121465.310000 sec): 3 clusters
  Score: Raw -939977.454455 + Penalty 2961.062627 = -937016.391829
  nChanged 3
		SP:Iteration 90Q (121465.520000 sec): 3 clusters
  Score: Raw -939978.069519 + Penalty 2961.062627 = -937017.006892
  nChanged 0
		SP:Iteration 91F (121465.700000 sec): 3 clusters
  Score: Raw -939978.069519 + Penalty 2961.062627 = -937017.006892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121465.780000 sec): 2 clusters
  Score: Raw -15806.680923 + Penalty 827.734408 = -14978.946515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121465.920000 sec): 3 clusters
  Score: Raw -15976.148837 + Penalty 1655.468815 = -14320.680022
  nChanged 19
		SP:Iteration 1F (121466.070000 sec): 3 clusters
  Score: Raw -16051.007747 + Penalty 1655.468815 = -14395.538932
  nChanged 7
		SP:Iteration 2Q (121466.250000 sec): 3 clusters
  Score: Raw -16080.571645 + Penalty 1655.468815 = -14425.102830
  nChanged 3
		SP:Iteration 3Q (121466.360000 sec): 3 clusters
  Score: Raw -16090.307255 + Penalty 1655.468815 = -14434.838440
  nChanged 5
		SP:Iteration 4Q (121466.520000 sec): 3 clusters
  Score: Raw -16105.944938 + Penalty 1655.468815 = -14450.476123
  nChanged 2
		SP:Iteration 5Q (121466.680000 sec): 3 clusters
  Score: Raw -16112.338850 + Penalty 1655.468815 = -14456.870035
  nChanged 2
		SP:Iteration 6Q (121466.840000 sec): 3 clusters
  Score: Raw -16119.679629 + Penalty 1655.468815 = -14464.210814
  nChanged 1
		SP:Iteration 7Q (121467.010000 sec): 3 clusters
  Score: Raw -16121.734964 + Penalty 1655.468815 = -14466.266149
  nChanged 0
		SP:Iteration 8F (121467.120000 sec): 3 clusters
  Score: Raw -16121.734964 + Penalty 1655.468815 = -14466.266149
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121467.250000 sec): 2 clusters
  Score: Raw -509866.041675 + Penalty 1371.199372 = -508494.842302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121467.430000 sec): 3 clusters
  Score: Raw -507497.331371 + Penalty 2742.398745 = -504754.932626
  nChanged 1850
		SP:Iteration 1F (121467.630000 sec): 3 clusters
  Score: Raw -508585.461093 + Penalty 2742.398745 = -505843.062348
  nChanged 346
		SP:Iteration 2F (121467.830000 sec): 3 clusters
  Score: Raw -508810.499612 + Penalty 2742.398745 = -506068.100867
  nChanged 260
		SP:Iteration 3F (121467.940000 sec): 3 clusters
  Score: Raw -508977.904612 + Penalty 2742.398745 = -506235.505867
  nChanged 214
		SP:Iteration 4Q (121468.120000 sec): 3 clusters
  Score: Raw -509100.478161 + Penalty 2742.398745 = -506358.079416
  nChanged 178
		SP:Iteration 5Q (121468.330000 sec): 3 clusters
  Score: Raw -509179.854021 + Penalty 2742.398745 = -506437.455276
  nChanged 131
		SP:Iteration 6Q (121468.480000 sec): 3 clusters
  Score: Raw -509238.906540 + Penalty 2742.398745 = -506496.507795
  nChanged 121
		SP:Iteration 7Q (121468.660000 sec): 3 clusters
  Score: Raw -509295.411357 + Penalty 2742.398745 = -506553.012612
  nChanged 114
		SP:Iteration 8Q (121468.830000 sec): 3 clusters
  Score: Raw -509349.766285 + Penalty 2742.398745 = -506607.367540
  nChanged 113
		SP:Iteration 9Q (121469.040000 sec): 3 clusters
  Score: Raw -509406.098745 + Penalty 2742.398745 = -506663.700000
  nChanged 125
		SP:Iteration 10Q (121469.170000 sec): 3 clusters
  Score: Raw -509478.214633 + Penalty 2742.398745 = -506735.815888
  nChanged 118
		SP:Iteration 11Q (121469.350000 sec): 3 clusters
  Score: Raw -509547.706556 + Penalty 2742.398745 = -506805.307812
  nChanged 128
		SP:Iteration 12Q (121469.490000 sec): 3 clusters
  Score: Raw -509628.674996 + Penalty 2742.398745 = -506886.276251
  nChanged 120
		SP:Iteration 13Q (121469.640000 sec): 3 clusters
  Score: Raw -509704.180714 + Penalty 2742.398745 = -506961.781969
  nChanged 102
		SP:Iteration 14Q (121469.770000 sec): 3 clusters
  Score: Raw -509772.548403 + Penalty 2742.398745 = -507030.149658
  nChanged 87
		SP:Iteration 15Q (121469.930000 sec): 3 clusters
  Score: Raw -509835.129797 + Penalty 2742.398745 = -507092.731052
  nChanged 84
		SP:Iteration 16Q (121470.130000 sec): 3 clusters
  Score: Raw -509887.758323 + Penalty 2742.398745 = -507145.359578
  nChanged 75
		SP:Iteration 17Q (121470.270000 sec): 3 clusters
  Score: Raw -509931.131222 + Penalty 2742.398745 = -507188.732477
  nChanged 68
		SP:Iteration 18Q (121470.470000 sec): 3 clusters
  Score: Raw -509974.179753 + Penalty 2742.398745 = -507231.781008
  nChanged 55
		SP:Iteration 19Q (121470.690000 sec): 3 clusters
  Score: Raw -510012.274078 + Penalty 2742.398745 = -507269.875333
  nChanged 47
		SP:Iteration 20F (121470.830000 sec): 3 clusters
  Score: Raw -510042.963194 + Penalty 2742.398745 = -507300.564449
  nChanged 37
		SP:Iteration 21Q (121471.000000 sec): 3 clusters
  Score: Raw -510065.129922 + Penalty 2742.398745 = -507322.731178
  nChanged 24
		SP:Iteration 22Q (121471.190000 sec): 3 clusters
  Score: Raw -510076.989843 + Penalty 2742.398745 = -507334.591098
  nChanged 16
		SP:Iteration 23Q (121471.370000 sec): 3 clusters
  Score: Raw -510085.307101 + Penalty 2742.398745 = -507342.908357
  nChanged 12
		SP:Iteration 24Q (121471.510000 sec): 3 clusters
  Score: Raw -510091.921549 + Penalty 2742.398745 = -507349.522804
  nChanged 10
		SP:Iteration 25Q (121471.700000 sec): 3 clusters
  Score: Raw -510098.845079 + Penalty 2742.398745 = -507356.446334
  nChanged 18
		SP:Iteration 26Q (121471.840000 sec): 3 clusters
  Score: Raw -510108.740491 + Penalty 2742.398745 = -507366.341746
  nChanged 18
		SP:Iteration 27Q (121471.980000 sec): 3 clusters
  Score: Raw -510115.136002 + Penalty 2742.398745 = -507372.737257
  nChanged 15
		SP:Iteration 28Q (121472.120000 sec): 3 clusters
  Score: Raw -510120.039258 + Penalty 2742.398745 = -507377.640513
  nChanged 9
		SP:Iteration 29Q (121472.250000 sec): 3 clusters
  Score: Raw -510123.192346 + Penalty 2742.398745 = -507380.793602
  nChanged 7
		SP:Iteration 30Q (121472.420000 sec): 3 clusters
  Score: Raw -510125.548722 + Penalty 2742.398745 = -507383.149977
  nChanged 6
		SP:Iteration 31Q (121472.580000 sec): 3 clusters
  Score: Raw -510128.744806 + Penalty 2742.398745 = -507386.346061
  nChanged 3
		SP:Iteration 32Q (121472.740000 sec): 3 clusters
  Score: Raw -510129.854074 + Penalty 2742.398745 = -507387.455330
  nChanged 3
		SP:Iteration 33Q (121472.880000 sec): 3 clusters
  Score: Raw -510131.308647 + Penalty 2742.398745 = -507388.909902
  nChanged 1
		SP:Iteration 34Q (121473.040000 sec): 3 clusters
  Score: Raw -510131.590216 + Penalty 2742.398745 = -507389.191471
  nChanged 2
		SP:Iteration 35Q (121473.180000 sec): 3 clusters
  Score: Raw -510132.711754 + Penalty 2742.398745 = -507390.313009
  nChanged 1
		SP:Iteration 36Q (121473.340000 sec): 3 clusters
  Score: Raw -510133.822429 + Penalty 2742.398745 = -507391.423684
  nChanged 3
		SP:Iteration 37Q (121473.480000 sec): 3 clusters
  Score: Raw -510134.925210 + Penalty 2742.398745 = -507392.526465
  nChanged 1
		SP:Iteration 38Q (121473.650000 sec): 3 clusters
  Score: Raw -510135.421204 + Penalty 2742.398745 = -507393.022459
  nChanged 0
		SP:Iteration 39F (121473.850000 sec): 3 clusters
  Score: Raw -510135.421204 + Penalty 2742.398745 = -507393.022459
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121473.950000 sec): 2 clusters
  Score: Raw -325300.539822 + Penalty 1298.853489 = -324001.686334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121474.140000 sec): 3 clusters
  Score: Raw -323944.441773 + Penalty 2597.706978 = -321346.734795
  nChanged 1079
		SP:Iteration 1F (121474.250000 sec): 3 clusters
  Score: Raw -324541.183406 + Penalty 2597.706978 = -321943.476428
  nChanged 222
		SP:Iteration 2F (121474.380000 sec): 3 clusters
  Score: Raw -324668.705051 + Penalty 2597.706978 = -322070.998073
  nChanged 153
		SP:Iteration 3F (121474.540000 sec): 3 clusters
  Score: Raw -324752.852954 + Penalty 2597.706978 = -322155.145976
  nChanged 113
		SP:Iteration 4Q (121474.710000 sec): 3 clusters
  Score: Raw -324811.314794 + Penalty 2597.706978 = -322213.607816
  nChanged 90
		SP:Iteration 5Q (121474.890000 sec): 3 clusters
  Score: Raw -324854.700308 + Penalty 2597.706978 = -322256.993330
  nChanged 55
		SP:Iteration 6Q (121475.060000 sec): 3 clusters
  Score: Raw -324882.086426 + Penalty 2597.706978 = -322284.379448
  nChanged 61
		SP:Iteration 7Q (121475.220000 sec): 3 clusters
  Score: Raw -324913.555175 + Penalty 2597.706978 = -322315.848197
  nChanged 48
		SP:Iteration 8Q (121475.390000 sec): 3 clusters
  Score: Raw -324932.117905 + Penalty 2597.706978 = -322334.410927
  nChanged 43
		SP:Iteration 9Q (121475.560000 sec): 3 clusters
  Score: Raw -324954.541662 + Penalty 2597.706978 = -322356.834684
  nChanged 38
		SP:Iteration 10Q (121475.740000 sec): 3 clusters
  Score: Raw -324971.017545 + Penalty 2597.706978 = -322373.310567
  nChanged 24
		SP:Iteration 11Q (121475.930000 sec): 3 clusters
  Score: Raw -324982.289406 + Penalty 2597.706978 = -322384.582428
  nChanged 33
		SP:Iteration 12Q (121476.090000 sec): 3 clusters
  Score: Raw -324998.611664 + Penalty 2597.706978 = -322400.904686
  nChanged 37
		SP:Iteration 13Q (121476.230000 sec): 3 clusters
  Score: Raw -325017.446740 + Penalty 2597.706978 = -322419.739762
  nChanged 36
		SP:Iteration 14Q (121476.400000 sec): 3 clusters
  Score: Raw -325034.223843 + Penalty 2597.706978 = -322436.516865
  nChanged 44
		SP:Iteration 15Q (121476.540000 sec): 3 clusters
  Score: Raw -325052.638249 + Penalty 2597.706978 = -322454.931271
  nChanged 39
		SP:Iteration 16Q (121476.640000 sec): 3 clusters
  Score: Raw -325068.315540 + Penalty 2597.706978 = -322470.608562
  nChanged 33
		SP:Iteration 17Q (121476.790000 sec): 3 clusters
  Score: Raw -325080.548413 + Penalty 2597.706978 = -322482.841435
  nChanged 18
		SP:Iteration 18Q (121476.940000 sec): 3 clusters
  Score: Raw -325086.552898 + Penalty 2597.706978 = -322488.845920
  nChanged 25
		SP:Iteration 19Q (121477.120000 sec): 3 clusters
  Score: Raw -325095.250992 + Penalty 2597.706978 = -322497.544014
  nChanged 21
		SP:Iteration 20F (121477.270000 sec): 3 clusters
  Score: Raw -325101.605774 + Penalty 2597.706978 = -322503.898796
  nChanged 20
		SP:Iteration 21Q (121477.410000 sec): 3 clusters
  Score: Raw -325108.808397 + Penalty 2597.706978 = -322511.101419
  nChanged 18
		SP:Iteration 22Q (121477.530000 sec): 3 clusters
  Score: Raw -325115.384355 + Penalty 2597.706978 = -322517.677377
  nChanged 17
		SP:Iteration 23Q (121477.680000 sec): 3 clusters
  Score: Raw -325122.603177 + Penalty 2597.706978 = -322524.896200
  nChanged 17
		SP:Iteration 24Q (121477.840000 sec): 3 clusters
  Score: Raw -325128.185199 + Penalty 2597.706978 = -322530.478221
  nChanged 19
		SP:Iteration 25Q (121477.990000 sec): 3 clusters
  Score: Raw -325133.920350 + Penalty 2597.706978 = -322536.213372
  nChanged 12
		SP:Iteration 26Q (121478.110000 sec): 3 clusters
  Score: Raw -325138.404581 + Penalty 2597.706978 = -322540.697603
  nChanged 11
		SP:Iteration 27Q (121478.250000 sec): 3 clusters
  Score: Raw -325142.871527 + Penalty 2597.706978 = -322545.164549
  nChanged 12
		SP:Iteration 28Q (121478.430000 sec): 3 clusters
  Score: Raw -325145.858455 + Penalty 2597.706978 = -322548.151477
  nChanged 11
		SP:Iteration 29Q (121478.610000 sec): 3 clusters
  Score: Raw -325150.598751 + Penalty 2597.706978 = -322552.891774
  nChanged 12
		SP:Iteration 30Q (121478.750000 sec): 3 clusters
  Score: Raw -325155.396564 + Penalty 2597.706978 = -322557.689587
  nChanged 13
		SP:Iteration 31Q (121478.890000 sec): 3 clusters
  Score: Raw -325162.348695 + Penalty 2597.706978 = -322564.641717
  nChanged 14
		SP:Iteration 32Q (121478.990000 sec): 3 clusters
  Score: Raw -325168.994530 + Penalty 2597.706978 = -322571.287552
  nChanged 16
		SP:Iteration 33Q (121479.110000 sec): 3 clusters
  Score: Raw -325175.576400 + Penalty 2597.706978 = -322577.869422
  nChanged 16
		SP:Iteration 34Q (121479.250000 sec): 3 clusters
  Score: Raw -325184.845649 + Penalty 2597.706978 = -322587.138672
  nChanged 27
		SP:Iteration 35Q (121479.360000 sec): 3 clusters
  Score: Raw -325201.778362 + Penalty 2597.706978 = -322604.071384
  nChanged 30
		SP:Iteration 36Q (121479.500000 sec): 3 clusters
  Score: Raw -325217.671766 + Penalty 2597.706978 = -322619.964788
  nChanged 28
		SP:Iteration 37Q (121479.720000 sec): 3 clusters
  Score: Raw -325229.343411 + Penalty 2597.706978 = -322631.636433
  nChanged 26
		SP:Iteration 38Q (121479.890000 sec): 3 clusters
  Score: Raw -325238.992008 + Penalty 2597.706978 = -322641.285030
  nChanged 15
		SP:Iteration 39Q (121480.040000 sec): 3 clusters
  Score: Raw -325244.550148 + Penalty 2597.706978 = -322646.843170
  nChanged 14
		SP:Iteration 40F (121480.160000 sec): 3 clusters
  Score: Raw -325250.094975 + Penalty 2597.706978 = -322652.387997
  nChanged 13
		SP:Iteration 41Q (121480.260000 sec): 3 clusters
  Score: Raw -325255.843069 + Penalty 2597.706978 = -322658.136091
  nChanged 11
		SP:Iteration 42Q (121480.390000 sec): 3 clusters
  Score: Raw -325260.618390 + Penalty 2597.706978 = -322662.911412
  nChanged 16
		SP:Iteration 43Q (121480.540000 sec): 3 clusters
  Score: Raw -325269.715749 + Penalty 2597.706978 = -322672.008771
  nChanged 28
		SP:Iteration 44Q (121480.700000 sec): 3 clusters
  Score: Raw -325285.100949 + Penalty 2597.706978 = -322687.393971
  nChanged 31
		SP:Iteration 45Q (121480.820000 sec): 3 clusters
  Score: Raw -325304.508407 + Penalty 2597.706978 = -322706.801429
  nChanged 34
		SP:Iteration 46Q (121480.990000 sec): 3 clusters
  Score: Raw -325322.299160 + Penalty 2597.706978 = -322724.592182
  nChanged 28
		SP:Iteration 47Q (121481.160000 sec): 3 clusters
  Score: Raw -325337.737294 + Penalty 2597.706978 = -322740.030317
  nChanged 25
		SP:Iteration 48Q (121481.300000 sec): 3 clusters
  Score: Raw -325348.693254 + Penalty 2597.706978 = -322750.986276
  nChanged 23
		SP:Iteration 49Q (121481.440000 sec): 3 clusters
  Score: Raw -325360.724189 + Penalty 2597.706978 = -322763.017211
  nChanged 20
		SP:Iteration 50Q (121481.610000 sec): 3 clusters
  Score: Raw -325370.610665 + Penalty 2597.706978 = -322772.903687
  nChanged 17
		SP:Iteration 51Q (121481.810000 sec): 3 clusters
  Score: Raw -325381.601957 + Penalty 2597.706978 = -322783.894979
  nChanged 21
		SP:Iteration 52Q (121481.950000 sec): 3 clusters
  Score: Raw -325389.681138 + Penalty 2597.706978 = -322791.974160
  nChanged 20
		SP:Iteration 53Q (121482.150000 sec): 3 clusters
  Score: Raw -325397.308771 + Penalty 2597.706978 = -322799.601793
  nChanged 7
		SP:Iteration 54Q (121482.330000 sec): 3 clusters
  Score: Raw -325400.674590 + Penalty 2597.706978 = -322802.967612
  nChanged 12
		SP:Iteration 55Q (121482.480000 sec): 3 clusters
  Score: Raw -325405.219691 + Penalty 2597.706978 = -322807.512714
  nChanged 14
		SP:Iteration 56Q (121482.590000 sec): 3 clusters
  Score: Raw -325410.744779 + Penalty 2597.706978 = -322813.037801
  nChanged 6
		SP:Iteration 57Q (121482.780000 sec): 3 clusters
  Score: Raw -325413.062979 + Penalty 2597.706978 = -322815.356001
  nChanged 9
		SP:Iteration 58Q (121482.960000 sec): 3 clusters
  Score: Raw -325417.627975 + Penalty 2597.706978 = -322819.920998
  nChanged 8
		SP:Iteration 59Q (121483.150000 sec): 3 clusters
  Score: Raw -325422.919417 + Penalty 2597.706978 = -322825.212439
  nChanged 9
		SP:Iteration 60F (121483.310000 sec): 3 clusters
  Score: Raw -325428.289195 + Penalty 2597.706978 = -322830.582217
  nChanged 6
		SP:Iteration 61Q (121483.450000 sec): 3 clusters
  Score: Raw -325431.412109 + Penalty 2597.706978 = -322833.705131
  nChanged 8
		SP:Iteration 62Q (121483.630000 sec): 3 clusters
  Score: Raw -325434.934272 + Penalty 2597.706978 = -322837.227294
  nChanged 5
		SP:Iteration 63Q (121483.820000 sec): 3 clusters
  Score: Raw -325435.800413 + Penalty 2597.706978 = -322838.093436
  nChanged 0
		SP:Iteration 64F (121483.950000 sec): 3 clusters
  Score: Raw -325435.800413 + Penalty 2597.706978 = -322838.093436
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (20068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121484.190000 sec): 2 clusters
  Score: Raw -2203762.994371 + Penalty 1609.868290 = -2202153.126081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121484.490000 sec): 3 clusters
  Score: Raw -2191838.291822 + Penalty 3219.736580 = -2188618.555241
  nChanged 8992
		SP:Iteration 1F (121484.750000 sec): 3 clusters
  Score: Raw -2196771.938475 + Penalty 3219.736580 = -2193552.201894
  nChanged 1054
		SP:Iteration 2F (121484.990000 sec): 3 clusters
  Score: Raw -2197239.441888 + Penalty 3219.736580 = -2194019.705307
  nChanged 1062
		SP:Iteration 3F (121485.250000 sec): 3 clusters
  Score: Raw -2197842.350623 + Penalty 3219.736580 = -2194622.614043
  nChanged 1196
		SP:Iteration 4F (121485.510000 sec): 3 clusters
  Score: Raw -2198653.289999 + Penalty 3219.736580 = -2195433.553419
  nChanged 1394
		SP:Iteration 5F (121485.800000 sec): 3 clusters
  Score: Raw -2199754.323957 + Penalty 3219.736580 = -2196534.587377
  nChanged 1552
		SP:Iteration 6F (121486.070000 sec): 3 clusters
  Score: Raw -2201089.051044 + Penalty 3219.736580 = -2197869.314464
  nChanged 1516
		SP:Iteration 7F (121486.350000 sec): 3 clusters
  Score: Raw -2202524.586330 + Penalty 3219.736580 = -2199304.849749
  nChanged 1238
		SP:Iteration 8F (121486.660000 sec): 3 clusters
  Score: Raw -2203632.276368 + Penalty 3219.736580 = -2200412.539788
  nChanged 783
		SP:Iteration 9Q (121486.900000 sec): 3 clusters
  Score: Raw -2204189.698374 + Penalty 3219.736580 = -2200969.961794
  nChanged 444
		SP:Iteration 10Q (121487.170000 sec): 3 clusters
  Score: Raw -2204439.708894 + Penalty 3219.736580 = -2201219.972313
  nChanged 278
		SP:Iteration 11Q (121487.400000 sec): 3 clusters
  Score: Raw -2204554.790572 + Penalty 3219.736580 = -2201335.053992
  nChanged 185
		SP:Iteration 12Q (121487.680000 sec): 3 clusters
  Score: Raw -2204609.693040 + Penalty 3219.736580 = -2201389.956460
  nChanged 137
		SP:Iteration 13Q (121487.970000 sec): 3 clusters
  Score: Raw -2204648.084944 + Penalty 3219.736580 = -2201428.348364
  nChanged 134
		SP:Iteration 14Q (121488.300000 sec): 3 clusters
  Score: Raw -2204677.406695 + Penalty 3219.736580 = -2201457.670115
  nChanged 102
		SP:Iteration 15Q (121488.580000 sec): 3 clusters
  Score: Raw -2204697.064106 + Penalty 3219.736580 = -2201477.327525
  nChanged 84
		SP:Iteration 16Q (121488.880000 sec): 3 clusters
  Score: Raw -2204711.107959 + Penalty 3219.736580 = -2201491.371378
  nChanged 64
		SP:Iteration 17Q (121489.110000 sec): 3 clusters
  Score: Raw -2204720.151839 + Penalty 3219.736580 = -2201500.415259
  nChanged 49
		SP:Iteration 18Q (121489.370000 sec): 3 clusters
  Score: Raw -2204726.748796 + Penalty 3219.736580 = -2201507.012215
  nChanged 44
		SP:Iteration 19Q (121489.620000 sec): 3 clusters
  Score: Raw -2204733.030968 + Penalty 3219.736580 = -2201513.294388
  nChanged 38
		SP:Iteration 20F (121489.920000 sec): 3 clusters
  Score: Raw -2204737.797288 + Penalty 3219.736580 = -2201518.060708
  nChanged 37
		SP:Iteration 21Q (121490.150000 sec): 3 clusters
  Score: Raw -2204742.262574 + Penalty 3219.736580 = -2201522.525994
  nChanged 37
		SP:Iteration 22Q (121490.440000 sec): 3 clusters
  Score: Raw -2204746.449220 + Penalty 3219.736580 = -2201526.712639
  nChanged 32
		SP:Iteration 23Q (121490.680000 sec): 3 clusters
  Score: Raw -2204750.249918 + Penalty 3219.736580 = -2201530.513338
  nChanged 25
		SP:Iteration 24Q (121490.980000 sec): 3 clusters
  Score: Raw -2204753.331164 + Penalty 3219.736580 = -2201533.594583
  nChanged 25
		SP:Iteration 25Q (121491.290000 sec): 3 clusters
  Score: Raw -2204756.382207 + Penalty 3219.736580 = -2201536.645627
  nChanged 28
		SP:Iteration 26Q (121491.550000 sec): 3 clusters
  Score: Raw -2204760.641762 + Penalty 3219.736580 = -2201540.905181
  nChanged 31
		SP:Iteration 27Q (121491.790000 sec): 3 clusters
  Score: Raw -2204764.193137 + Penalty 3219.736580 = -2201544.456556
  nChanged 27
		SP:Iteration 28Q (121492.080000 sec): 3 clusters
  Score: Raw -2204766.891050 + Penalty 3219.736580 = -2201547.154469
  nChanged 21
		SP:Iteration 29Q (121492.420000 sec): 3 clusters
  Score: Raw -2204769.387535 + Penalty 3219.736580 = -2201549.650955
  nChanged 22
		SP:Iteration 30Q (121492.640000 sec): 3 clusters
  Score: Raw -2204772.975463 + Penalty 3219.736580 = -2201553.238882
  nChanged 30
		SP:Iteration 31Q (121492.930000 sec): 3 clusters
  Score: Raw -2204779.207374 + Penalty 3219.736580 = -2201559.470794
  nChanged 39
		SP:Iteration 32Q (121493.190000 sec): 3 clusters
  Score: Raw -2204786.519464 + Penalty 3219.736580 = -2201566.782883
  nChanged 37
		SP:Iteration 33Q (121493.450000 sec): 3 clusters
  Score: Raw -2204792.312205 + Penalty 3219.736580 = -2201572.575624
  nChanged 34
		SP:Iteration 34Q (121493.710000 sec): 3 clusters
  Score: Raw -2204797.273483 + Penalty 3219.736580 = -2201577.536903
  nChanged 34
		SP:Iteration 35Q (121494.000000 sec): 3 clusters
  Score: Raw -2204801.365170 + Penalty 3219.736580 = -2201581.628590
  nChanged 21
		SP:Iteration 36Q (121494.280000 sec): 3 clusters
  Score: Raw -2204803.147598 + Penalty 3219.736580 = -2201583.411018
  nChanged 21
		SP:Iteration 37Q (121494.500000 sec): 3 clusters
  Score: Raw -2204805.103055 + Penalty 3219.736580 = -2201585.366475
  nChanged 18
		SP:Iteration 38Q (121494.800000 sec): 3 clusters
  Score: Raw -2204807.023844 + Penalty 3219.736580 = -2201587.287264
  nChanged 12
		SP:Iteration 39Q (121495.050000 sec): 3 clusters
  Score: Raw -2204808.111028 + Penalty 3219.736580 = -2201588.374448
  nChanged 9
		SP:Iteration 40F (121495.340000 sec): 3 clusters
  Score: Raw -2204808.726552 + Penalty 3219.736580 = -2201588.989971
  nChanged 4
		SP:Iteration 41Q (121495.640000 sec): 3 clusters
  Score: Raw -2204808.938452 + Penalty 3219.736580 = -2201589.201872
  nChanged 3
		SP:Iteration 42Q (121495.900000 sec): 3 clusters
  Score: Raw -2204809.040049 + Penalty 3219.736580 = -2201589.303469
  nChanged 2
		SP:Iteration 43Q (121496.240000 sec): 3 clusters
  Score: Raw -2204809.129204 + Penalty 3219.736580 = -2201589.392624
  nChanged 2
		SP:Iteration 44Q (121496.530000 sec): 3 clusters
  Score: Raw -2204809.261549 + Penalty 3219.736580 = -2201589.524969
  nChanged 4
		SP:Iteration 45Q (121496.770000 sec): 3 clusters
  Score: Raw -2204809.530483 + Penalty 3219.736580 = -2201589.793903
  nChanged 4
		SP:Iteration 46Q (121497.010000 sec): 3 clusters
  Score: Raw -2204809.777328 + Penalty 3219.736580 = -2201590.040748
  nChanged 3
		SP:Iteration 47Q (121497.310000 sec): 3 clusters
  Score: Raw -2204809.986843 + Penalty 3219.736580 = -2201590.250262
  nChanged 2
		SP:Iteration 48Q (121497.570000 sec): 3 clusters
  Score: Raw -2204810.141526 + Penalty 3219.736580 = -2201590.404946
  nChanged 0
		SP:Iteration 49F (121497.880000 sec): 3 clusters
  Score: Raw -2204810.141526 + Penalty 3219.736580 = -2201590.404946
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121497.980000 sec): 2 clusters
  Score: Raw -479505.725946 + Penalty 1364.154926 = -478141.571021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121498.220000 sec): 3 clusters
  Score: Raw -477278.014409 + Penalty 2728.309852 = -474549.704557
  nChanged 1757
		SP:Iteration 1F (121498.360000 sec): 3 clusters
  Score: Raw -478400.376742 + Penalty 2728.309852 = -475672.066890
  nChanged 382
		SP:Iteration 2F (121498.510000 sec): 3 clusters
  Score: Raw -478692.009960 + Penalty 2728.309852 = -475963.700108
  nChanged 328
		SP:Iteration 3F (121498.720000 sec): 3 clusters
  Score: Raw -478963.150927 + Penalty 2728.309852 = -476234.841076
  nChanged 319
		SP:Iteration 4F (121498.870000 sec): 3 clusters
  Score: Raw -479254.335148 + Penalty 2728.309852 = -476526.025296
  nChanged 298
		SP:Iteration 5F (121499.070000 sec): 3 clusters
  Score: Raw -479500.051468 + Penalty 2728.309852 = -476771.741617
  nChanged 235
		SP:Iteration 6F (121499.260000 sec): 3 clusters
  Score: Raw -479671.451973 + Penalty 2728.309852 = -476943.142121
  nChanged 200
		SP:Iteration 7Q (121499.430000 sec): 3 clusters
  Score: Raw -479797.671170 + Penalty 2728.309852 = -477069.361318
  nChanged 145
		SP:Iteration 8Q (121499.620000 sec): 3 clusters
  Score: Raw -479877.888429 + Penalty 2728.309852 = -477149.578577
  nChanged 98
		SP:Iteration 9Q (121499.830000 sec): 3 clusters
  Score: Raw -479935.232745 + Penalty 2728.309852 = -477206.922893
  nChanged 80
		SP:Iteration 10Q (121500.010000 sec): 3 clusters
  Score: Raw -479971.402136 + Penalty 2728.309852 = -477243.092284
  nChanged 45
		SP:Iteration 11Q (121500.150000 sec): 3 clusters
  Score: Raw -479990.441533 + Penalty 2728.309852 = -477262.131681
  nChanged 39
		SP:Iteration 12Q (121500.290000 sec): 3 clusters
  Score: Raw -480004.411158 + Penalty 2728.309852 = -477276.101306
  nChanged 26
		SP:Iteration 13Q (121500.430000 sec): 3 clusters
  Score: Raw -480013.106185 + Penalty 2728.309852 = -477284.796333
  nChanged 24
		SP:Iteration 14Q (121500.630000 sec): 3 clusters
  Score: Raw -480019.631065 + Penalty 2728.309852 = -477291.321214
  nChanged 10
		SP:Iteration 15Q (121500.770000 sec): 3 clusters
  Score: Raw -480021.746178 + Penalty 2728.309852 = -477293.436327
  nChanged 10
		SP:Iteration 16Q (121500.970000 sec): 3 clusters
  Score: Raw -480024.849050 + Penalty 2728.309852 = -477296.539199
  nChanged 8
		SP:Iteration 17Q (121501.130000 sec): 3 clusters
  Score: Raw -480028.650441 + Penalty 2728.309852 = -477300.340590
  nChanged 7
		SP:Iteration 18Q (121501.280000 sec): 3 clusters
  Score: Raw -480031.329470 + Penalty 2728.309852 = -477303.019619
  nChanged 8
		SP:Iteration 19Q (121501.410000 sec): 3 clusters
  Score: Raw -480032.446431 + Penalty 2728.309852 = -477304.136579
  nChanged 2
		SP:Iteration 20F (121501.570000 sec): 3 clusters
  Score: Raw -480032.786455 + Penalty 2728.309852 = -477304.476603
  nChanged 1
		SP:Iteration 21Q (121501.750000 sec): 3 clusters
  Score: Raw -480033.259712 + Penalty 2728.309852 = -477304.949860
  nChanged 1
		SP:Iteration 22Q (121501.900000 sec): 3 clusters
  Score: Raw -480033.345625 + Penalty 2728.309852 = -477305.035774
  nChanged 0
		SP:Iteration 23F (121502.070000 sec): 3 clusters
  Score: Raw -480033.345625 + Penalty 2728.309852 = -477305.035774
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121502.220000 sec): 2 clusters
  Score: Raw -1035281.770666 + Penalty 1488.036963 = -1033793.733703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121502.430000 sec): 3 clusters
  Score: Raw -1029940.287559 + Penalty 2976.073927 = -1026964.213632
  nChanged 4053
		SP:Iteration 1F (121502.600000 sec): 3 clusters
  Score: Raw -1032176.342274 + Penalty 2976.073927 = -1029200.268347
  nChanged 678
		SP:Iteration 2F (121502.760000 sec): 3 clusters
  Score: Raw -1032582.673581 + Penalty 2976.073927 = -1029606.599655
  nChanged 597
		SP:Iteration 3F (121503.000000 sec): 3 clusters
  Score: Raw -1032930.736635 + Penalty 2976.073927 = -1029954.662709
  nChanged 560
		SP:Iteration 4F (121503.180000 sec): 3 clusters
  Score: Raw -1033227.728676 + Penalty 2976.073927 = -1030251.654749
  nChanged 479
		SP:Iteration 5F (121503.400000 sec): 3 clusters
  Score: Raw -1033504.135882 + Penalty 2976.073927 = -1030528.061955
  nChanged 446
		SP:Iteration 6Q (121503.580000 sec): 3 clusters
  Score: Raw -1033768.095768 + Penalty 2976.073927 = -1030792.021841
  nChanged 399
		SP:Iteration 7Q (121503.820000 sec): 3 clusters
  Score: Raw -1033974.540065 + Penalty 2976.073927 = -1030998.466138
  nChanged 382
		SP:Iteration 8Q (121504.020000 sec): 3 clusters
  Score: Raw -1034169.544306 + Penalty 2976.073927 = -1031193.470379
  nChanged 307
		SP:Iteration 9Q (121504.260000 sec): 3 clusters
  Score: Raw -1034319.109841 + Penalty 2976.073927 = -1031343.035914
  nChanged 256
		SP:Iteration 10Q (121504.480000 sec): 3 clusters
  Score: Raw -1034453.646389 + Penalty 2976.073927 = -1031477.572463
  nChanged 250
		SP:Iteration 11Q (121504.700000 sec): 3 clusters
  Score: Raw -1034587.585623 + Penalty 2976.073927 = -1031611.511696
  nChanged 210
		SP:Iteration 12Q (121504.890000 sec): 3 clusters
  Score: Raw -1034693.942082 + Penalty 2976.073927 = -1031717.868156
  nChanged 195
		SP:Iteration 13Q (121505.110000 sec): 3 clusters
  Score: Raw -1034784.470119 + Penalty 2976.073927 = -1031808.396193
  nChanged 166
		SP:Iteration 14Q (121505.330000 sec): 3 clusters
  Score: Raw -1034870.051769 + Penalty 2976.073927 = -1031893.977843
  nChanged 164
		SP:Iteration 15Q (121505.570000 sec): 3 clusters
  Score: Raw -1034946.424467 + Penalty 2976.073927 = -1031970.350540
  nChanged 142
		SP:Iteration 16Q (121505.780000 sec): 3 clusters
  Score: Raw -1035014.334459 + Penalty 2976.073927 = -1032038.260532
  nChanged 137
		SP:Iteration 17Q (121505.990000 sec): 3 clusters
  Score: Raw -1035070.407969 + Penalty 2976.073927 = -1032094.334043
  nChanged 102
		SP:Iteration 18Q (121506.190000 sec): 3 clusters
  Score: Raw -1035105.781823 + Penalty 2976.073927 = -1032129.707896
  nChanged 93
		SP:Iteration 19Q (121506.420000 sec): 3 clusters
  Score: Raw -1035142.083475 + Penalty 2976.073927 = -1032166.009549
  nChanged 96
		SP:Iteration 20F (121506.630000 sec): 3 clusters
  Score: Raw -1035173.926467 + Penalty 2976.073927 = -1032197.852541
  nChanged 86
		SP:Iteration 21Q (121506.840000 sec): 3 clusters
  Score: Raw -1035200.114768 + Penalty 2976.073927 = -1032224.040841
  nChanged 70
		SP:Iteration 22Q (121507.050000 sec): 3 clusters
  Score: Raw -1035226.552436 + Penalty 2976.073927 = -1032250.478509
  nChanged 75
		SP:Iteration 23Q (121507.250000 sec): 3 clusters
  Score: Raw -1035257.104902 + Penalty 2976.073927 = -1032281.030976
  nChanged 96
		SP:Iteration 24Q (121507.490000 sec): 3 clusters
  Score: Raw -1035297.059619 + Penalty 2976.073927 = -1032320.985693
  nChanged 101
		SP:Iteration 25Q (121507.640000 sec): 3 clusters
  Score: Raw -1035350.173995 + Penalty 2976.073927 = -1032374.100069
  nChanged 91
		SP:Iteration 26Q (121507.900000 sec): 3 clusters
  Score: Raw -1035399.955871 + Penalty 2976.073927 = -1032423.881944
  nChanged 97
		SP:Iteration 27Q (121508.100000 sec): 3 clusters
  Score: Raw -1035460.730778 + Penalty 2976.073927 = -1032484.656852
  nChanged 95
		SP:Iteration 28Q (121508.330000 sec): 3 clusters
  Score: Raw -1035529.593556 + Penalty 2976.073927 = -1032553.519630
  nChanged 127
		SP:Iteration 29Q (121508.500000 sec): 3 clusters
  Score: Raw -1035652.324987 + Penalty 2976.073927 = -1032676.251060
  nChanged 126
		SP:Iteration 30Q (121508.730000 sec): 3 clusters
  Score: Raw -1035879.099954 + Penalty 2976.073927 = -1032903.026027
  nChanged 133
		SP:Iteration 31Q (121508.860000 sec): 3 clusters
  Score: Raw -1036105.127938 + Penalty 2976.073927 = -1033129.054011
  nChanged 96
		SP:Iteration 32Q (121509.110000 sec): 3 clusters
  Score: Raw -1036186.166955 + Penalty 2976.073927 = -1033210.093028
  nChanged 69
		SP:Iteration 33Q (121509.350000 sec): 3 clusters
  Score: Raw -1036213.424812 + Penalty 2976.073927 = -1033237.350885
  nChanged 37
		SP:Iteration 34Q (121509.520000 sec): 3 clusters
  Score: Raw -1036226.381697 + Penalty 2976.073927 = -1033250.307771
  nChanged 25
		SP:Iteration 35Q (121509.750000 sec): 3 clusters
  Score: Raw -1036232.997004 + Penalty 2976.073927 = -1033256.923078
  nChanged 11
		SP:Iteration 36Q (121509.930000 sec): 3 clusters
  Score: Raw -1036235.915904 + Penalty 2976.073927 = -1033259.841978
  nChanged 7
		SP:Iteration 37Q (121510.150000 sec): 3 clusters
  Score: Raw -1036238.331640 + Penalty 2976.073927 = -1033262.257713
  nChanged 4
		SP:Iteration 38Q (121510.350000 sec): 3 clusters
  Score: Raw -1036239.266036 + Penalty 2976.073927 = -1033263.192109
  nChanged 2
		SP:Iteration 39Q (121510.550000 sec): 3 clusters
  Score: Raw -1036239.589939 + Penalty 2976.073927 = -1033263.516012
  nChanged 1
		SP:Iteration 40F (121510.810000 sec): 3 clusters
  Score: Raw -1036239.942252 + Penalty 2976.073927 = -1033263.868325
  nChanged 2
		SP:Iteration 41Q (121510.990000 sec): 3 clusters
  Score: Raw -1036240.328858 + Penalty 2976.073927 = -1033264.254931
  nChanged 1
		SP:Iteration 42Q (121511.230000 sec): 3 clusters
  Score: Raw -1036240.589824 + Penalty 2976.073927 = -1033264.515897
  nChanged 3
		SP:Iteration 43Q (121511.450000 sec): 3 clusters
  Score: Raw -1036241.245793 + Penalty 2976.073927 = -1033265.171866
  nChanged 5
		SP:Iteration 44Q (121511.650000 sec): 3 clusters
  Score: Raw -1036242.041344 + Penalty 2976.073927 = -1033265.967417
  nChanged 4
		SP:Iteration 45Q (121511.870000 sec): 3 clusters
  Score: Raw -1036242.936747 + Penalty 2976.073927 = -1033266.862820
  nChanged 6
		SP:Iteration 46Q (121512.070000 sec): 3 clusters
  Score: Raw -1036244.003598 + Penalty 2976.073927 = -1033267.929671
  nChanged 4
		SP:Iteration 47Q (121512.290000 sec): 3 clusters
  Score: Raw -1036245.414812 + Penalty 2976.073927 = -1033269.340885
  nChanged 4
		SP:Iteration 48Q (121512.460000 sec): 3 clusters
  Score: Raw -1036245.997966 + Penalty 2976.073927 = -1033269.924039
  nChanged 2
		SP:Iteration 49Q (121512.660000 sec): 3 clusters
  Score: Raw -1036246.325382 + Penalty 2976.073927 = -1033270.251456
  nChanged 1
		SP:Iteration 50Q (121512.870000 sec): 3 clusters
  Score: Raw -1036246.567197 + Penalty 2976.073927 = -1033270.493270
  nChanged 0
		SP:Iteration 51F (121513.090000 sec): 3 clusters
  Score: Raw -1036246.567197 + Penalty 2976.073927 = -1033270.493270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (10331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121513.220000 sec): 2 clusters
  Score: Raw -1030053.606718 + Penalty 1501.971959 = -1028551.634759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121513.450000 sec): 3 clusters
  Score: Raw -1024189.743636 + Penalty 3003.943918 = -1021185.799719
  nChanged 4458
		SP:Iteration 1F (121513.610000 sec): 3 clusters
  Score: Raw -1026956.052038 + Penalty 3003.943918 = -1023952.108120
  nChanged 838
		SP:Iteration 2F (121513.810000 sec): 3 clusters
  Score: Raw -1027514.778223 + Penalty 3003.943918 = -1024510.834305
  nChanged 712
		SP:Iteration 3F (121514.000000 sec): 3 clusters
  Score: Raw -1027975.309545 + Penalty 3003.943918 = -1024971.365627
  nChanged 620
		SP:Iteration 4F (121514.250000 sec): 3 clusters
  Score: Raw -1028371.550127 + Penalty 3003.943918 = -1025367.606209
  nChanged 596
		SP:Iteration 5F (121514.450000 sec): 3 clusters
  Score: Raw -1028738.889743 + Penalty 3003.943918 = -1025734.945825
  nChanged 473
		SP:Iteration 6Q (121514.640000 sec): 3 clusters
  Score: Raw -1028977.699537 + Penalty 3003.943918 = -1025973.755619
  nChanged 378
		SP:Iteration 7Q (121514.840000 sec): 3 clusters
  Score: Raw -1029127.895034 + Penalty 3003.943918 = -1026123.951116
  nChanged 301
		SP:Iteration 8Q (121515.040000 sec): 3 clusters
  Score: Raw -1029229.463294 + Penalty 3003.943918 = -1026225.519376
  nChanged 221
		SP:Iteration 9Q (121515.270000 sec): 3 clusters
  Score: Raw -1029305.312238 + Penalty 3003.943918 = -1026301.368320
  nChanged 176
		SP:Iteration 10Q (121515.470000 sec): 3 clusters
  Score: Raw -1029355.998703 + Penalty 3003.943918 = -1026352.054785
  nChanged 151
		SP:Iteration 11Q (121515.720000 sec): 3 clusters
  Score: Raw -1029401.550413 + Penalty 3003.943918 = -1026397.606495
  nChanged 149
		SP:Iteration 12Q (121515.960000 sec): 3 clusters
  Score: Raw -1029450.880382 + Penalty 3003.943918 = -1026446.936464
  nChanged 143
		SP:Iteration 13Q (121516.100000 sec): 3 clusters
  Score: Raw -1029500.405175 + Penalty 3003.943918 = -1026496.461257
  nChanged 151
		SP:Iteration 14Q (121516.310000 sec): 3 clusters
  Score: Raw -1029550.278405 + Penalty 3003.943918 = -1026546.334487
  nChanged 139
		SP:Iteration 15Q (121516.550000 sec): 3 clusters
  Score: Raw -1029591.833385 + Penalty 3003.943918 = -1026587.889468
  nChanged 137
		SP:Iteration 16Q (121516.760000 sec): 3 clusters
  Score: Raw -1029624.778378 + Penalty 3003.943918 = -1026620.834460
  nChanged 116
		SP:Iteration 17Q (121516.980000 sec): 3 clusters
  Score: Raw -1029657.267853 + Penalty 3003.943918 = -1026653.323935
  nChanged 108
		SP:Iteration 18Q (121517.200000 sec): 3 clusters
  Score: Raw -1029688.402668 + Penalty 3003.943918 = -1026684.458750
  nChanged 105
		SP:Iteration 19Q (121517.390000 sec): 3 clusters
  Score: Raw -1029715.809686 + Penalty 3003.943918 = -1026711.865768
  nChanged 108
		SP:Iteration 20F (121517.620000 sec): 3 clusters
  Score: Raw -1029747.362738 + Penalty 3003.943918 = -1026743.418820
  nChanged 123
		SP:Iteration 21Q (121517.840000 sec): 3 clusters
  Score: Raw -1029781.020426 + Penalty 3003.943918 = -1026777.076508
  nChanged 127
		SP:Iteration 22Q (121518.030000 sec): 3 clusters
  Score: Raw -1029811.414747 + Penalty 3003.943918 = -1026807.470829
  nChanged 104
		SP:Iteration 23Q (121518.260000 sec): 3 clusters
  Score: Raw -1029836.781854 + Penalty 3003.943918 = -1026832.837936
  nChanged 91
		SP:Iteration 24Q (121518.450000 sec): 3 clusters
  Score: Raw -1029863.360215 + Penalty 3003.943918 = -1026859.416297
  nChanged 109
		SP:Iteration 25Q (121518.680000 sec): 3 clusters
  Score: Raw -1029900.421096 + Penalty 3003.943918 = -1026896.477178
  nChanged 119
		SP:Iteration 26Q (121518.890000 sec): 3 clusters
  Score: Raw -1029939.963384 + Penalty 3003.943918 = -1026936.019466
  nChanged 118
		SP:Iteration 27Q (121519.100000 sec): 3 clusters
  Score: Raw -1029987.350657 + Penalty 3003.943918 = -1026983.406739
  nChanged 137
		SP:Iteration 28Q (121519.350000 sec): 3 clusters
  Score: Raw -1030050.389583 + Penalty 3003.943918 = -1027046.445665
  nChanged 153
		SP:Iteration 29Q (121519.550000 sec): 3 clusters
  Score: Raw -1030107.795461 + Penalty 3003.943918 = -1027103.851543
  nChanged 109
		SP:Iteration 30Q (121519.760000 sec): 3 clusters
  Score: Raw -1030143.919969 + Penalty 3003.943918 = -1027139.976051
  nChanged 107
		SP:Iteration 31Q (121519.980000 sec): 3 clusters
  Score: Raw -1030175.789859 + Penalty 3003.943918 = -1027171.845941
  nChanged 104
		SP:Iteration 32Q (121520.210000 sec): 3 clusters
  Score: Raw -1030207.617107 + Penalty 3003.943918 = -1027203.673189
  nChanged 99
		SP:Iteration 33Q (121520.400000 sec): 3 clusters
  Score: Raw -1030240.635752 + Penalty 3003.943918 = -1027236.691834
  nChanged 93
		SP:Iteration 34Q (121520.610000 sec): 3 clusters
  Score: Raw -1030266.790464 + Penalty 3003.943918 = -1027262.846546
  nChanged 84
		SP:Iteration 35Q (121520.850000 sec): 3 clusters
  Score: Raw -1030293.313486 + Penalty 3003.943918 = -1027289.369568
  nChanged 82
		SP:Iteration 36Q (121521.130000 sec): 3 clusters
  Score: Raw -1030319.068974 + Penalty 3003.943918 = -1027315.125056
  nChanged 76
		SP:Iteration 37Q (121521.310000 sec): 3 clusters
  Score: Raw -1030340.063989 + Penalty 3003.943918 = -1027336.120071
  nChanged 63
		SP:Iteration 38Q (121521.510000 sec): 3 clusters
  Score: Raw -1030358.441944 + Penalty 3003.943918 = -1027354.498026
  nChanged 68
		SP:Iteration 39Q (121521.740000 sec): 3 clusters
  Score: Raw -1030377.050434 + Penalty 3003.943918 = -1027373.106516
  nChanged 65
		SP:Iteration 40F (121521.950000 sec): 3 clusters
  Score: Raw -1030395.193603 + Penalty 3003.943918 = -1027391.249685
  nChanged 68
		SP:Iteration 41Q (121522.130000 sec): 3 clusters
  Score: Raw -1030414.448589 + Penalty 3003.943918 = -1027410.504671
  nChanged 69
		SP:Iteration 42Q (121522.310000 sec): 3 clusters
  Score: Raw -1030436.819671 + Penalty 3003.943918 = -1027432.875753
  nChanged 62
		SP:Iteration 43Q (121522.530000 sec): 3 clusters
  Score: Raw -1030457.132416 + Penalty 3003.943918 = -1027453.188498
  nChanged 66
		SP:Iteration 44Q (121522.690000 sec): 3 clusters
  Score: Raw -1030478.710165 + Penalty 3003.943918 = -1027474.766247
  nChanged 67
		SP:Iteration 45Q (121522.870000 sec): 3 clusters
  Score: Raw -1030500.918270 + Penalty 3003.943918 = -1027496.974352
  nChanged 68
		SP:Iteration 46Q (121523.090000 sec): 3 clusters
  Score: Raw -1030523.414750 + Penalty 3003.943918 = -1027519.470832
  nChanged 53
		SP:Iteration 47Q (121523.330000 sec): 3 clusters
  Score: Raw -1030541.675225 + Penalty 3003.943918 = -1027537.731307
  nChanged 47
		SP:Iteration 48Q (121523.550000 sec): 3 clusters
  Score: Raw -1030558.214704 + Penalty 3003.943918 = -1027554.270786
  nChanged 51
		SP:Iteration 49Q (121523.750000 sec): 3 clusters
  Score: Raw -1030573.771325 + Penalty 3003.943918 = -1027569.827407
  nChanged 52
		SP:Iteration 50Q (121523.980000 sec): 3 clusters
  Score: Raw -1030587.770800 + Penalty 3003.943918 = -1027583.826882
  nChanged 44
		SP:Iteration 51Q (121524.140000 sec): 3 clusters
  Score: Raw -1030600.341100 + Penalty 3003.943918 = -1027596.397182
  nChanged 41
		SP:Iteration 52Q (121524.370000 sec): 3 clusters
  Score: Raw -1030611.557627 + Penalty 3003.943918 = -1027607.613709
  nChanged 28
		SP:Iteration 53Q (121524.560000 sec): 3 clusters
  Score: Raw -1030618.889983 + Penalty 3003.943918 = -1027614.946065
  nChanged 19
		SP:Iteration 54Q (121524.740000 sec): 3 clusters
  Score: Raw -1030623.438951 + Penalty 3003.943918 = -1027619.495033
  nChanged 16
		SP:Iteration 55Q (121524.960000 sec): 3 clusters
  Score: Raw -1030627.365530 + Penalty 3003.943918 = -1027623.421612
  nChanged 10
		SP:Iteration 56Q (121525.170000 sec): 3 clusters
  Score: Raw -1030628.971459 + Penalty 3003.943918 = -1027625.027541
  nChanged 9
		SP:Iteration 57Q (121525.380000 sec): 3 clusters
  Score: Raw -1030631.367421 + Penalty 3003.943918 = -1027627.423503
  nChanged 11
		SP:Iteration 58Q (121525.540000 sec): 3 clusters
  Score: Raw -1030633.664739 + Penalty 3003.943918 = -1027629.720821
  nChanged 8
		SP:Iteration 59Q (121525.750000 sec): 3 clusters
  Score: Raw -1030636.622851 + Penalty 3003.943918 = -1027632.678933
  nChanged 8
		SP:Iteration 60F (121525.970000 sec): 3 clusters
  Score: Raw -1030638.117333 + Penalty 3003.943918 = -1027634.173415
  nChanged 6
		SP:Iteration 61Q (121526.200000 sec): 3 clusters
  Score: Raw -1030639.723219 + Penalty 3003.943918 = -1027635.779301
  nChanged 6
		SP:Iteration 62Q (121526.380000 sec): 3 clusters
  Score: Raw -1030642.257694 + Penalty 3003.943918 = -1027638.313776
  nChanged 8
		SP:Iteration 63Q (121526.620000 sec): 3 clusters
  Score: Raw -1030644.205411 + Penalty 3003.943918 = -1027640.261494
  nChanged 8
		SP:Iteration 64Q (121526.800000 sec): 3 clusters
  Score: Raw -1030646.487666 + Penalty 3003.943918 = -1027642.543748
  nChanged 9
		SP:Iteration 65Q (121527.010000 sec): 3 clusters
  Score: Raw -1030648.556474 + Penalty 3003.943918 = -1027644.612556
  nChanged 7
		SP:Iteration 66Q (121527.180000 sec): 3 clusters
  Score: Raw -1030650.036045 + Penalty 3003.943918 = -1027646.092128
  nChanged 3
		SP:Iteration 67Q (121527.420000 sec): 3 clusters
  Score: Raw -1030650.728120 + Penalty 3003.943918 = -1027646.784202
  nChanged 5
		SP:Iteration 68Q (121527.630000 sec): 3 clusters
  Score: Raw -1030652.462768 + Penalty 3003.943918 = -1027648.518850
  nChanged 6
		SP:Iteration 69Q (121527.870000 sec): 3 clusters
  Score: Raw -1030654.216644 + Penalty 3003.943918 = -1027650.272726
  nChanged 5
		SP:Iteration 70Q (121528.030000 sec): 3 clusters
  Score: Raw -1030655.060428 + Penalty 3003.943918 = -1027651.116510
  nChanged 1
		SP:Iteration 71Q (121528.240000 sec): 3 clusters
  Score: Raw -1030655.368055 + Penalty 3003.943918 = -1027651.424137
  nChanged 1
		SP:Iteration 72Q (121528.420000 sec): 3 clusters
  Score: Raw -1030655.631041 + Penalty 3003.943918 = -1027651.687123
  nChanged 2
		SP:Iteration 73Q (121528.630000 sec): 3 clusters
  Score: Raw -1030655.889755 + Penalty 3003.943918 = -1027651.945837
  nChanged 1
		SP:Iteration 74Q (121528.850000 sec): 3 clusters
  Score: Raw -1030655.993106 + Penalty 3003.943918 = -1027652.049188
  nChanged 1
		SP:Iteration 75Q (121529.040000 sec): 3 clusters
  Score: Raw -1030656.315604 + Penalty 3003.943918 = -1027652.371686
  nChanged 2
		SP:Iteration 76Q (121529.220000 sec): 3 clusters
  Score: Raw -1030657.361502 + Penalty 3003.943918 = -1027653.417584
  nChanged 3
		SP:Iteration 77Q (121529.420000 sec): 3 clusters
  Score: Raw -1030658.117225 + Penalty 3003.943918 = -1027654.173307
  nChanged 2
		SP:Iteration 78Q (121529.570000 sec): 3 clusters
  Score: Raw -1030658.431100 + Penalty 3003.943918 = -1027654.487182
  nChanged 3
		SP:Iteration 79Q (121529.800000 sec): 3 clusters
  Score: Raw -1030658.802011 + Penalty 3003.943918 = -1027654.858093
  nChanged 3
		SP:Iteration 80F (121530.020000 sec): 3 clusters
  Score: Raw -1030659.715172 + Penalty 3003.943918 = -1027655.771254
  nChanged 5
		SP:Iteration 81Q (121530.180000 sec): 3 clusters
  Score: Raw -1030660.867356 + Penalty 3003.943918 = -1027656.923439
  nChanged 3
		SP:Iteration 82Q (121530.350000 sec): 3 clusters
  Score: Raw -1030661.693003 + Penalty 3003.943918 = -1027657.749085
  nChanged 3
		SP:Iteration 83Q (121530.570000 sec): 3 clusters
  Score: Raw -1030662.829986 + Penalty 3003.943918 = -1027658.886068
  nChanged 3
		SP:Iteration 84Q (121530.810000 sec): 3 clusters
  Score: Raw -1030663.628557 + Penalty 3003.943918 = -1027659.684639
  nChanged 3
		SP:Iteration 85Q (121531.010000 sec): 3 clusters
  Score: Raw -1030664.463786 + Penalty 3003.943918 = -1027660.519868
  nChanged 2
		SP:Iteration 86Q (121531.190000 sec): 3 clusters
  Score: Raw -1030665.238412 + Penalty 3003.943918 = -1027661.294495
  nChanged 1
		SP:Iteration 87Q (121531.390000 sec): 3 clusters
  Score: Raw -1030665.559524 + Penalty 3003.943918 = -1027661.615606
  nChanged 2
		SP:Iteration 88Q (121531.610000 sec): 3 clusters
  Score: Raw -1030666.209868 + Penalty 3003.943918 = -1027662.265950
  nChanged 1
		SP:Iteration 89Q (121531.830000 sec): 3 clusters
  Score: Raw -1030666.979184 + Penalty 3003.943918 = -1027663.035266
  nChanged 0
		SP:Iteration 90F (121532.060000 sec): 3 clusters
  Score: Raw -1030666.979184 + Penalty 3003.943918 = -1027663.035266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121532.210000 sec): 2 clusters
  Score: Raw -1042079.647391 + Penalty 1485.984668 = -1040593.662724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121532.380000 sec): 3 clusters
  Score: Raw -1036796.844487 + Penalty 2971.969335 = -1033824.875152
  nChanged 3984
		SP:Iteration 1F (121532.610000 sec): 3 clusters
  Score: Raw -1038977.496611 + Penalty 2971.969335 = -1036005.527276
  nChanged 489
		SP:Iteration 2F (121532.800000 sec): 3 clusters
  Score: Raw -1039175.518880 + Penalty 2971.969335 = -1036203.549544
  nChanged 425
		SP:Iteration 3Q (121532.990000 sec): 3 clusters
  Score: Raw -1039346.717537 + Penalty 2971.969335 = -1036374.748202
  nChanged 388
		SP:Iteration 4Q (121533.250000 sec): 3 clusters
  Score: Raw -1039493.764172 + Penalty 2971.969335 = -1036521.794837
  nChanged 355
		SP:Iteration 5Q (121533.480000 sec): 3 clusters
  Score: Raw -1039640.484371 + Penalty 2971.969335 = -1036668.515036
  nChanged 350
		SP:Iteration 6Q (121533.690000 sec): 3 clusters
  Score: Raw -1039807.877456 + Penalty 2971.969335 = -1036835.908121
  nChanged 398
		SP:Iteration 7Q (121533.870000 sec): 3 clusters
  Score: Raw -1040018.890952 + Penalty 2971.969335 = -1037046.921617
  nChanged 401
		SP:Iteration 8Q (121534.100000 sec): 3 clusters
  Score: Raw -1040236.404240 + Penalty 2971.969335 = -1037264.434905
  nChanged 413
		SP:Iteration 9Q (121534.290000 sec): 3 clusters
  Score: Raw -1040504.374341 + Penalty 2971.969335 = -1037532.405006
  nChanged 415
		SP:Iteration 10Q (121534.490000 sec): 3 clusters
  Score: Raw -1040828.035384 + Penalty 2971.969335 = -1037856.066049
  nChanged 415
		SP:Iteration 11Q (121534.700000 sec): 3 clusters
  Score: Raw -1041160.038506 + Penalty 2971.969335 = -1038188.069171
  nChanged 357
		SP:Iteration 12Q (121534.900000 sec): 3 clusters
  Score: Raw -1041463.222738 + Penalty 2971.969335 = -1038491.253403
  nChanged 286
		SP:Iteration 13Q (121535.080000 sec): 3 clusters
  Score: Raw -1041735.524040 + Penalty 2971.969335 = -1038763.554705
  nChanged 202
		SP:Iteration 14Q (121535.290000 sec): 3 clusters
  Score: Raw -1041922.710137 + Penalty 2971.969335 = -1038950.740802
  nChanged 130
		SP:Iteration 15Q (121535.510000 sec): 3 clusters
  Score: Raw -1042030.594436 + Penalty 2971.969335 = -1039058.625101
  nChanged 92
		SP:Iteration 16Q (121535.720000 sec): 3 clusters
  Score: Raw -1042105.733126 + Penalty 2971.969335 = -1039133.763790
  nChanged 61
		SP:Iteration 17Q (121535.880000 sec): 3 clusters
  Score: Raw -1042150.417695 + Penalty 2971.969335 = -1039178.448360
  nChanged 46
		SP:Iteration 18Q (121536.120000 sec): 3 clusters
  Score: Raw -1042182.091357 + Penalty 2971.969335 = -1039210.122022
  nChanged 24
		SP:Iteration 19Q (121536.290000 sec): 3 clusters
  Score: Raw -1042202.477571 + Penalty 2971.969335 = -1039230.508236
  nChanged 23
		SP:Iteration 20F (121536.500000 sec): 3 clusters
  Score: Raw -1042216.952721 + Penalty 2971.969335 = -1039244.983386
  nChanged 11
		SP:Iteration 21Q (121536.710000 sec): 3 clusters
  Score: Raw -1042226.097917 + Penalty 2971.969335 = -1039254.128582
  nChanged 15
		SP:Iteration 22Q (121536.920000 sec): 3 clusters
  Score: Raw -1042237.258240 + Penalty 2971.969335 = -1039265.288905
  nChanged 16
		SP:Iteration 23Q (121537.080000 sec): 3 clusters
  Score: Raw -1042248.045807 + Penalty 2971.969335 = -1039276.076471
  nChanged 10
		SP:Iteration 24Q (121537.260000 sec): 3 clusters
  Score: Raw -1042257.420915 + Penalty 2971.969335 = -1039285.451580
  nChanged 13
		SP:Iteration 25Q (121537.460000 sec): 3 clusters
  Score: Raw -1042265.816201 + Penalty 2971.969335 = -1039293.846866
  nChanged 10
		SP:Iteration 26Q (121537.670000 sec): 3 clusters
  Score: Raw -1042272.261662 + Penalty 2971.969335 = -1039300.292327
  nChanged 10
		SP:Iteration 27Q (121537.900000 sec): 3 clusters
  Score: Raw -1042281.768110 + Penalty 2971.969335 = -1039309.798775
  nChanged 6
		SP:Iteration 28Q (121538.050000 sec): 3 clusters
  Score: Raw -1042286.996587 + Penalty 2971.969335 = -1039315.027252
  nChanged 5
		SP:Iteration 29Q (121538.230000 sec): 3 clusters
  Score: Raw -1042291.593855 + Penalty 2971.969335 = -1039319.624520
  nChanged 4
		SP:Iteration 30Q (121538.460000 sec): 3 clusters
  Score: Raw -1042295.474792 + Penalty 2971.969335 = -1039323.505457
  nChanged 5
		SP:Iteration 31Q (121538.700000 sec): 3 clusters
  Score: Raw -1042298.972140 + Penalty 2971.969335 = -1039327.002805
  nChanged 5
		SP:Iteration 32Q (121538.880000 sec): 3 clusters
  Score: Raw -1042303.544855 + Penalty 2971.969335 = -1039331.575520
  nChanged 2
		SP:Iteration 33Q (121539.080000 sec): 3 clusters
  Score: Raw -1042306.305343 + Penalty 2971.969335 = -1039334.336008
  nChanged 5
		SP:Iteration 34Q (121539.240000 sec): 3 clusters
  Score: Raw -1042309.384046 + Penalty 2971.969335 = -1039337.414711
  nChanged 4
		SP:Iteration 35Q (121539.440000 sec): 3 clusters
  Score: Raw -1042313.437985 + Penalty 2971.969335 = -1039341.468650
  nChanged 2
		SP:Iteration 36Q (121539.630000 sec): 3 clusters
  Score: Raw -1042314.185741 + Penalty 2971.969335 = -1039342.216406
  nChanged 0
		SP:Iteration 37F (121539.820000 sec): 3 clusters
  Score: Raw -1042314.185741 + Penalty 2971.969335 = -1039342.216406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121539.940000 sec): 2 clusters
  Score: Raw -184276.647764 + Penalty 1217.935263 = -183058.712501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121540.050000 sec): 3 clusters
  Score: Raw -183586.293357 + Penalty 2435.870526 = -181150.422831
  nChanged 617
		SP:Iteration 1F (121540.160000 sec): 3 clusters
  Score: Raw -184028.988447 + Penalty 2435.870526 = -181593.117921
  nChanged 162
		SP:Iteration 2F (121540.270000 sec): 3 clusters
  Score: Raw -184169.543188 + Penalty 2435.870526 = -181733.672662
  nChanged 112
		SP:Iteration 3F (121540.420000 sec): 3 clusters
  Score: Raw -184282.079736 + Penalty 2435.870526 = -181846.209210
  nChanged 90
		SP:Iteration 4F (121540.550000 sec): 3 clusters
  Score: Raw -184367.116936 + Penalty 2435.870526 = -181931.246410
  nChanged 75
		SP:Iteration 5Q (121540.740000 sec): 3 clusters
  Score: Raw -184430.412960 + Penalty 2435.870526 = -181994.542434
  nChanged 60
		SP:Iteration 6Q (121540.880000 sec): 3 clusters
  Score: Raw -184475.505643 + Penalty 2435.870526 = -182039.635117
  nChanged 44
		SP:Iteration 7Q (121541.020000 sec): 3 clusters
  Score: Raw -184504.854387 + Penalty 2435.870526 = -182068.983861
  nChanged 35
		SP:Iteration 8Q (121541.160000 sec): 3 clusters
  Score: Raw -184526.637696 + Penalty 2435.870526 = -182090.767170
  nChanged 26
		SP:Iteration 9Q (121541.250000 sec): 3 clusters
  Score: Raw -184543.797517 + Penalty 2435.870526 = -182107.926991
  nChanged 22
		SP:Iteration 10Q (121541.440000 sec): 3 clusters
  Score: Raw -184556.136685 + Penalty 2435.870526 = -182120.266159
  nChanged 18
		SP:Iteration 11Q (121541.580000 sec): 3 clusters
  Score: Raw -184571.052646 + Penalty 2435.870526 = -182135.182120
  nChanged 17
		SP:Iteration 12Q (121541.680000 sec): 3 clusters
  Score: Raw -184581.814964 + Penalty 2435.870526 = -182145.944438
  nChanged 12
		SP:Iteration 13Q (121541.790000 sec): 3 clusters
  Score: Raw -184590.390463 + Penalty 2435.870526 = -182154.519937
  nChanged 10
		SP:Iteration 14Q (121541.890000 sec): 3 clusters
  Score: Raw -184598.076214 + Penalty 2435.870526 = -182162.205688
  nChanged 12
		SP:Iteration 15Q (121542.030000 sec): 3 clusters
  Score: Raw -184607.982546 + Penalty 2435.870526 = -182172.112020
  nChanged 15
		SP:Iteration 16Q (121542.180000 sec): 3 clusters
  Score: Raw -184620.562587 + Penalty 2435.870526 = -182184.692061
  nChanged 17
		SP:Iteration 17Q (121542.310000 sec): 3 clusters
  Score: Raw -184633.691123 + Penalty 2435.870526 = -182197.820597
  nChanged 12
		SP:Iteration 18Q (121542.460000 sec): 3 clusters
  Score: Raw -184640.365590 + Penalty 2435.870526 = -182204.495064
  nChanged 5
		SP:Iteration 19Q (121542.600000 sec): 3 clusters
  Score: Raw -184645.316367 + Penalty 2435.870526 = -182209.445841
  nChanged 5
		SP:Iteration 20F (121542.720000 sec): 3 clusters
  Score: Raw -184647.747747 + Penalty 2435.870526 = -182211.877221
  nChanged 5
		SP:Iteration 21Q (121542.820000 sec): 3 clusters
  Score: Raw -184651.328790 + Penalty 2435.870526 = -182215.458264
  nChanged 3
		SP:Iteration 22Q (121542.910000 sec): 3 clusters
  Score: Raw -184653.622667 + Penalty 2435.870526 = -182217.752141
  nChanged 4
		SP:Iteration 23Q (121543.010000 sec): 3 clusters
  Score: Raw -184655.521136 + Penalty 2435.870526 = -182219.650610
  nChanged 4
		SP:Iteration 24Q (121543.100000 sec): 3 clusters
  Score: Raw -184657.533438 + Penalty 2435.870526 = -182221.662912
  nChanged 3
		SP:Iteration 25Q (121543.200000 sec): 3 clusters
  Score: Raw -184658.715488 + Penalty 2435.870526 = -182222.844961
  nChanged 3
		SP:Iteration 26Q (121543.350000 sec): 3 clusters
  Score: Raw -184659.713343 + Penalty 2435.870526 = -182223.842817
  nChanged 0
		SP:Iteration 27F (121543.450000 sec): 3 clusters
  Score: Raw -184659.713343 + Penalty 2435.870526 = -182223.842817
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121543.540000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121543.710000 sec): 3 clusters
  Score: Raw -57464.301326 + Penalty 2030.613934 = -55433.687392
  nChanged 129
		SP:Iteration 1F (121543.870000 sec): 3 clusters
  Score: Raw -57621.989883 + Penalty 2030.613934 = -55591.375949
  nChanged 26
		SP:Iteration 2F (121544.060000 sec): 3 clusters
  Score: Raw -57653.033470 + Penalty 2030.613934 = -55622.419536
  nChanged 5
		SP:Iteration 3Q (121544.230000 sec): 3 clusters
  Score: Raw -57657.556375 + Penalty 2030.613934 = -55626.942440
  nChanged 6
		SP:Iteration 4Q (121544.340000 sec): 3 clusters
  Score: Raw -57668.832860 + Penalty 2030.613934 = -55638.218926
  nChanged 6
		SP:Iteration 5Q (121544.530000 sec): 3 clusters
  Score: Raw -57675.241210 + Penalty 2030.613934 = -55644.627275
  nChanged 4
		SP:Iteration 6Q (121544.670000 sec): 3 clusters
  Score: Raw -57679.153133 + Penalty 2030.613934 = -55648.539199
  nChanged 0
		SP:Iteration 7F (121544.780000 sec): 3 clusters
  Score: Raw -57679.153133 + Penalty 2030.613934 = -55648.539199
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121544.930000 sec): 2 clusters
  Score: Raw -870485.334172 + Penalty 1457.612567 = -869027.721605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121545.130000 sec): 3 clusters
  Score: Raw -866168.614319 + Penalty 2915.225135 = -863253.389184
  nChanged 3300
		SP:Iteration 1F (121545.310000 sec): 3 clusters
  Score: Raw -867938.097832 + Penalty 2915.225135 = -865022.872697
  nChanged 454
		SP:Iteration 2F (121545.490000 sec): 3 clusters
  Score: Raw -868119.283823 + Penalty 2915.225135 = -865204.058688
  nChanged 348
		SP:Iteration 3Q (121545.660000 sec): 3 clusters
  Score: Raw -868242.099922 + Penalty 2915.225135 = -865326.874787
  nChanged 257
		SP:Iteration 4Q (121545.870000 sec): 3 clusters
  Score: Raw -868335.166166 + Penalty 2915.225135 = -865419.941031
  nChanged 239
		SP:Iteration 5Q (121546.030000 sec): 3 clusters
  Score: Raw -868422.698031 + Penalty 2915.225135 = -865507.472896
  nChanged 227
		SP:Iteration 6Q (121546.230000 sec): 3 clusters
  Score: Raw -868493.858792 + Penalty 2915.225135 = -865578.633657
  nChanged 204
		SP:Iteration 7Q (121546.430000 sec): 3 clusters
  Score: Raw -868558.206543 + Penalty 2915.225135 = -865642.981408
  nChanged 172
		SP:Iteration 8Q (121546.650000 sec): 3 clusters
  Score: Raw -868609.445000 + Penalty 2915.225135 = -865694.219865
  nChanged 171
		SP:Iteration 9Q (121546.860000 sec): 3 clusters
  Score: Raw -868661.745594 + Penalty 2915.225135 = -865746.520459
  nChanged 155
		SP:Iteration 10Q (121547.030000 sec): 3 clusters
  Score: Raw -868711.671797 + Penalty 2915.225135 = -865796.446662
  nChanged 152
		SP:Iteration 11Q (121547.280000 sec): 3 clusters
  Score: Raw -868772.976325 + Penalty 2915.225135 = -865857.751191
  nChanged 168
		SP:Iteration 12Q (121547.420000 sec): 3 clusters
  Score: Raw -868835.725762 + Penalty 2915.225135 = -865920.500627
  nChanged 164
		SP:Iteration 13Q (121547.630000 sec): 3 clusters
  Score: Raw -868904.024611 + Penalty 2915.225135 = -865988.799476
  nChanged 177
		SP:Iteration 14Q (121547.810000 sec): 3 clusters
  Score: Raw -868969.909546 + Penalty 2915.225135 = -866054.684411
  nChanged 154
		SP:Iteration 15Q (121548.010000 sec): 3 clusters
  Score: Raw -869030.432563 + Penalty 2915.225135 = -866115.207428
  nChanged 177
		SP:Iteration 16Q (121548.230000 sec): 3 clusters
  Score: Raw -869112.241059 + Penalty 2915.225135 = -866197.015924
  nChanged 205
		SP:Iteration 17Q (121548.420000 sec): 3 clusters
  Score: Raw -869214.137496 + Penalty 2915.225135 = -866298.912361
  nChanged 235
		SP:Iteration 18Q (121548.610000 sec): 3 clusters
  Score: Raw -869342.188560 + Penalty 2915.225135 = -866426.963425
  nChanged 242
		SP:Iteration 19Q (121548.800000 sec): 3 clusters
  Score: Raw -869460.179811 + Penalty 2915.225135 = -866544.954676
  nChanged 202
		SP:Iteration 20F (121549.010000 sec): 3 clusters
  Score: Raw -869571.923787 + Penalty 2915.225135 = -866656.698652
  nChanged 197
		SP:Iteration 21Q (121549.190000 sec): 3 clusters
  Score: Raw -869671.481000 + Penalty 2915.225135 = -866756.255865
  nChanged 182
		SP:Iteration 22Q (121549.380000 sec): 3 clusters
  Score: Raw -869754.038618 + Penalty 2915.225135 = -866838.813483
  nChanged 151
		SP:Iteration 23Q (121549.570000 sec): 3 clusters
  Score: Raw -869834.127121 + Penalty 2915.225135 = -866918.901986
  nChanged 162
		SP:Iteration 24Q (121549.770000 sec): 3 clusters
  Score: Raw -869916.842864 + Penalty 2915.225135 = -867001.617729
  nChanged 149
		SP:Iteration 25Q (121549.930000 sec): 3 clusters
  Score: Raw -869996.007123 + Penalty 2915.225135 = -867080.781988
  nChanged 149
		SP:Iteration 26Q (121550.180000 sec): 3 clusters
  Score: Raw -870078.687459 + Penalty 2915.225135 = -867163.462324
  nChanged 125
		SP:Iteration 27Q (121550.330000 sec): 3 clusters
  Score: Raw -870140.689825 + Penalty 2915.225135 = -867225.464690
  nChanged 111
		SP:Iteration 28Q (121550.530000 sec): 3 clusters
  Score: Raw -870194.135312 + Penalty 2915.225135 = -867278.910177
  nChanged 93
		SP:Iteration 29Q (121550.690000 sec): 3 clusters
  Score: Raw -870239.595342 + Penalty 2915.225135 = -867324.370208
  nChanged 86
		SP:Iteration 30Q (121550.900000 sec): 3 clusters
  Score: Raw -870291.394174 + Penalty 2915.225135 = -867376.169039
  nChanged 81
		SP:Iteration 31Q (121551.080000 sec): 3 clusters
  Score: Raw -870337.605430 + Penalty 2915.225135 = -867422.380295
  nChanged 80
		SP:Iteration 32Q (121551.250000 sec): 3 clusters
  Score: Raw -870389.310467 + Penalty 2915.225135 = -867474.085332
  nChanged 93
		SP:Iteration 33Q (121551.450000 sec): 3 clusters
  Score: Raw -870447.648055 + Penalty 2915.225135 = -867532.422920
  nChanged 77
		SP:Iteration 34Q (121551.670000 sec): 3 clusters
  Score: Raw -870495.819073 + Penalty 2915.225135 = -867580.593939
  nChanged 70
		SP:Iteration 35Q (121551.860000 sec): 3 clusters
  Score: Raw -870532.500955 + Penalty 2915.225135 = -867617.275820
  nChanged 52
		SP:Iteration 36Q (121552.040000 sec): 3 clusters
  Score: Raw -870566.032761 + Penalty 2915.225135 = -867650.807626
  nChanged 51
		SP:Iteration 37Q (121552.260000 sec): 3 clusters
  Score: Raw -870594.390715 + Penalty 2915.225135 = -867679.165580
  nChanged 38
		SP:Iteration 38Q (121552.500000 sec): 3 clusters
  Score: Raw -870617.111751 + Penalty 2915.225135 = -867701.886616
  nChanged 39
		SP:Iteration 39Q (121552.700000 sec): 3 clusters
  Score: Raw -870642.948295 + Penalty 2915.225135 = -867727.723160
  nChanged 38
		SP:Iteration 40F (121552.840000 sec): 3 clusters
  Score: Raw -870670.388990 + Penalty 2915.225135 = -867755.163855
  nChanged 24
		SP:Iteration 41Q (121553.030000 sec): 3 clusters
  Score: Raw -870684.842487 + Penalty 2915.225135 = -867769.617352
  nChanged 17
		SP:Iteration 42Q (121553.250000 sec): 3 clusters
  Score: Raw -870695.449735 + Penalty 2915.225135 = -867780.224600
  nChanged 6
		SP:Iteration 43Q (121553.400000 sec): 3 clusters
  Score: Raw -870699.373033 + Penalty 2915.225135 = -867784.147898
  nChanged 8
		SP:Iteration 44Q (121553.600000 sec): 3 clusters
  Score: Raw -870702.968736 + Penalty 2915.225135 = -867787.743601
  nChanged 4
		SP:Iteration 45Q (121553.780000 sec): 3 clusters
  Score: Raw -870704.914588 + Penalty 2915.225135 = -867789.689453
  nChanged 4
		SP:Iteration 46Q (121553.970000 sec): 3 clusters
  Score: Raw -870709.093712 + Penalty 2915.225135 = -867793.868577
  nChanged 10
		SP:Iteration 47Q (121554.200000 sec): 3 clusters
  Score: Raw -870714.113306 + Penalty 2915.225135 = -867798.888171
  nChanged 10
		SP:Iteration 48Q (121554.370000 sec): 3 clusters
  Score: Raw -870720.819028 + Penalty 2915.225135 = -867805.593893
  nChanged 6
		SP:Iteration 49Q (121554.600000 sec): 3 clusters
  Score: Raw -870723.671021 + Penalty 2915.225135 = -867808.445886
  nChanged 6
		SP:Iteration 50Q (121554.780000 sec): 3 clusters
  Score: Raw -870727.912953 + Penalty 2915.225135 = -867812.687818
  nChanged 11
		SP:Iteration 51Q (121554.970000 sec): 3 clusters
  Score: Raw -870733.939721 + Penalty 2915.225135 = -867818.714587
  nChanged 10
		SP:Iteration 52Q (121555.170000 sec): 3 clusters
  Score: Raw -870741.442590 + Penalty 2915.225135 = -867826.217455
  nChanged 7
		SP:Iteration 53Q (121555.350000 sec): 3 clusters
  Score: Raw -870746.956682 + Penalty 2915.225135 = -867831.731547
  nChanged 7
		SP:Iteration 54Q (121555.540000 sec): 3 clusters
  Score: Raw -870752.516626 + Penalty 2915.225135 = -867837.291491
  nChanged 5
		SP:Iteration 55Q (121555.730000 sec): 3 clusters
  Score: Raw -870755.253789 + Penalty 2915.225135 = -867840.028654
  nChanged 4
		SP:Iteration 56Q (121555.910000 sec): 3 clusters
  Score: Raw -870757.669342 + Penalty 2915.225135 = -867842.444207
  nChanged 3
		SP:Iteration 57Q (121556.090000 sec): 3 clusters
  Score: Raw -870759.221856 + Penalty 2915.225135 = -867843.996721
  nChanged 4
		SP:Iteration 58Q (121556.330000 sec): 3 clusters
  Score: Raw -870760.919428 + Penalty 2915.225135 = -867845.694293
  nChanged 2
		SP:Iteration 59Q (121556.520000 sec): 3 clusters
  Score: Raw -870762.330951 + Penalty 2915.225135 = -867847.105816
  nChanged 0
		SP:Iteration 60F (121556.680000 sec): 3 clusters
  Score: Raw -870762.330951 + Penalty 2915.225135 = -867847.105816
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121556.800000 sec): 2 clusters
  Score: Raw -29419.572408 + Penalty 932.192998 = -28487.379410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121556.940000 sec): 3 clusters
  Score: Raw -29483.569753 + Penalty 1864.385997 = -27619.183757
  nChanged 54
		SP:Iteration 1F (121557.080000 sec): 3 clusters
  Score: Raw -29592.088964 + Penalty 1864.385997 = -27727.702967
  nChanged 14
		SP:Iteration 2Q (121557.180000 sec): 3 clusters
  Score: Raw -29641.754166 + Penalty 1864.385997 = -27777.368170
  nChanged 12
		SP:Iteration 3Q (121557.320000 sec): 3 clusters
  Score: Raw -29694.232786 + Penalty 1864.385997 = -27829.846789
  nChanged 9
		SP:Iteration 4Q (121557.410000 sec): 3 clusters
  Score: Raw -29719.705834 + Penalty 1864.385997 = -27855.319837
  nChanged 4
		SP:Iteration 5Q (121557.560000 sec): 3 clusters
  Score: Raw -29728.511556 + Penalty 1864.385997 = -27864.125559
  nChanged 4
		SP:Iteration 6Q (121557.730000 sec): 3 clusters
  Score: Raw -29736.995173 + Penalty 1864.385997 = -27872.609176
  nChanged 1
		SP:Iteration 7Q (121557.870000 sec): 3 clusters
  Score: Raw -29739.159652 + Penalty 1864.385997 = -27874.773655
  nChanged 0
		SP:Iteration 8F (121558.000000 sec): 3 clusters
  Score: Raw -29739.159652 + Penalty 1864.385997 = -27874.773655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121558.100000 sec): 2 clusters
  Score: Raw -309445.780048 + Penalty 1291.152757 = -308154.627291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121558.230000 sec): 3 clusters
  Score: Raw -308150.040169 + Penalty 2582.305514 = -305567.734655
  nChanged 1057
		SP:Iteration 1F (121558.330000 sec): 3 clusters
  Score: Raw -308730.679258 + Penalty 2582.305514 = -306148.373744
  nChanged 198
		SP:Iteration 2F (121558.450000 sec): 3 clusters
  Score: Raw -308849.642172 + Penalty 2582.305514 = -306267.336658
  nChanged 140
		SP:Iteration 3Q (121558.570000 sec): 3 clusters
  Score: Raw -308921.112526 + Penalty 2582.305514 = -306338.807012
  nChanged 87
		SP:Iteration 4Q (121558.670000 sec): 3 clusters
  Score: Raw -308964.287813 + Penalty 2582.305514 = -306381.982299
  nChanged 86
		SP:Iteration 5Q (121558.850000 sec): 3 clusters
  Score: Raw -309005.290473 + Penalty 2582.305514 = -306422.984959
  nChanged 75
		SP:Iteration 6Q (121558.970000 sec): 3 clusters
  Score: Raw -309041.865270 + Penalty 2582.305514 = -306459.559756
  nChanged 71
		SP:Iteration 7Q (121559.080000 sec): 3 clusters
  Score: Raw -309077.711543 + Penalty 2582.305514 = -306495.406028
  nChanged 59
		SP:Iteration 8Q (121559.230000 sec): 3 clusters
  Score: Raw -309106.682175 + Penalty 2582.305514 = -306524.376660
  nChanged 56
		SP:Iteration 9Q (121559.350000 sec): 3 clusters
  Score: Raw -309136.617280 + Penalty 2582.305514 = -306554.311766
  nChanged 52
		SP:Iteration 10Q (121559.450000 sec): 3 clusters
  Score: Raw -309165.215763 + Penalty 2582.305514 = -306582.910249
  nChanged 66
		SP:Iteration 11Q (121559.540000 sec): 3 clusters
  Score: Raw -309204.180385 + Penalty 2582.305514 = -306621.874871
  nChanged 68
		SP:Iteration 12Q (121559.630000 sec): 3 clusters
  Score: Raw -309246.500847 + Penalty 2582.305514 = -306664.195332
  nChanged 75
		SP:Iteration 13Q (121559.770000 sec): 3 clusters
  Score: Raw -309295.274477 + Penalty 2582.305514 = -306712.968963
  nChanged 67
		SP:Iteration 14Q (121559.870000 sec): 3 clusters
  Score: Raw -309342.094215 + Penalty 2582.305514 = -306759.788701
  nChanged 71
		SP:Iteration 15Q (121560.020000 sec): 3 clusters
  Score: Raw -309393.739425 + Penalty 2582.305514 = -306811.433910
  nChanged 76
		SP:Iteration 16Q (121560.190000 sec): 3 clusters
  Score: Raw -309449.792199 + Penalty 2582.305514 = -306867.486685
  nChanged 75
		SP:Iteration 17Q (121560.350000 sec): 3 clusters
  Score: Raw -309491.906640 + Penalty 2582.305514 = -306909.601125
  nChanged 56
		SP:Iteration 18Q (121560.550000 sec): 3 clusters
  Score: Raw -309521.496744 + Penalty 2582.305514 = -306939.191230
  nChanged 45
		SP:Iteration 19Q (121560.700000 sec): 3 clusters
  Score: Raw -309547.500192 + Penalty 2582.305514 = -306965.194678
  nChanged 45
		SP:Iteration 20F (121560.820000 sec): 3 clusters
  Score: Raw -309575.639217 + Penalty 2582.305514 = -306993.333703
  nChanged 48
		SP:Iteration 21Q (121560.960000 sec): 3 clusters
  Score: Raw -309598.946827 + Penalty 2582.305514 = -307016.641313
  nChanged 30
		SP:Iteration 22Q (121561.140000 sec): 3 clusters
  Score: Raw -309615.513885 + Penalty 2582.305514 = -307033.208370
  nChanged 33
		SP:Iteration 23Q (121561.280000 sec): 3 clusters
  Score: Raw -309633.711770 + Penalty 2582.305514 = -307051.406255
  nChanged 17
		SP:Iteration 24Q (121561.470000 sec): 3 clusters
  Score: Raw -309642.411036 + Penalty 2582.305514 = -307060.105522
  nChanged 20
		SP:Iteration 25Q (121561.670000 sec): 3 clusters
  Score: Raw -309651.540292 + Penalty 2582.305514 = -307069.234778
  nChanged 16
		SP:Iteration 26Q (121561.800000 sec): 3 clusters
  Score: Raw -309658.538388 + Penalty 2582.305514 = -307076.232874
  nChanged 16
		SP:Iteration 27Q (121561.980000 sec): 3 clusters
  Score: Raw -309666.835605 + Penalty 2582.305514 = -307084.530091
  nChanged 13
		SP:Iteration 28Q (121562.140000 sec): 3 clusters
  Score: Raw -309673.568035 + Penalty 2582.305514 = -307091.262520
  nChanged 11
		SP:Iteration 29Q (121562.300000 sec): 3 clusters
  Score: Raw -309678.391138 + Penalty 2582.305514 = -307096.085623
  nChanged 9
		SP:Iteration 30Q (121562.480000 sec): 3 clusters
  Score: Raw -309682.400785 + Penalty 2582.305514 = -307100.095270
  nChanged 4
		SP:Iteration 31Q (121562.680000 sec): 3 clusters
  Score: Raw -309683.684276 + Penalty 2582.305514 = -307101.378762
  nChanged 3
		SP:Iteration 32Q (121562.840000 sec): 3 clusters
  Score: Raw -309684.585525 + Penalty 2582.305514 = -307102.280010
  nChanged 1
		SP:Iteration 33Q (121563.020000 sec): 3 clusters
  Score: Raw -309684.740078 + Penalty 2582.305514 = -307102.434564
  nChanged 0
		SP:Iteration 34F (121563.180000 sec): 3 clusters
  Score: Raw -309684.740078 + Penalty 2582.305514 = -307102.434564
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121563.260000 sec): 2 clusters
  Score: Raw -224274.947568 + Penalty 1249.597159 = -223025.350409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121563.470000 sec): 3 clusters
  Score: Raw -223316.269794 + Penalty 2499.194317 = -220817.075477
  nChanged 803
		SP:Iteration 1F (121563.650000 sec): 3 clusters
  Score: Raw -223839.985718 + Penalty 2499.194317 = -221340.791401
  nChanged 184
		SP:Iteration 2F (121563.790000 sec): 3 clusters
  Score: Raw -223999.690648 + Penalty 2499.194317 = -221500.496331
  nChanged 138
		SP:Iteration 3F (121563.960000 sec): 3 clusters
  Score: Raw -224111.995945 + Penalty 2499.194317 = -221612.801628
  nChanged 90
		SP:Iteration 4Q (121564.110000 sec): 3 clusters
  Score: Raw -224204.152082 + Penalty 2499.194317 = -221704.957764
  nChanged 92
		SP:Iteration 5Q (121564.280000 sec): 3 clusters
  Score: Raw -224284.767456 + Penalty 2499.194317 = -221785.573138
  nChanged 80
		SP:Iteration 6Q (121564.420000 sec): 3 clusters
  Score: Raw -224359.771509 + Penalty 2499.194317 = -221860.577192
  nChanged 65
		SP:Iteration 7Q (121564.550000 sec): 3 clusters
  Score: Raw -224423.488251 + Penalty 2499.194317 = -221924.293934
  nChanged 75
		SP:Iteration 8Q (121564.710000 sec): 3 clusters
  Score: Raw -224490.631730 + Penalty 2499.194317 = -221991.437413
  nChanged 56
		SP:Iteration 9Q (121564.920000 sec): 3 clusters
  Score: Raw -224530.215667 + Penalty 2499.194317 = -222031.021350
  nChanged 41
		SP:Iteration 10Q (121565.040000 sec): 3 clusters
  Score: Raw -224557.500981 + Penalty 2499.194317 = -222058.306663
  nChanged 35
		SP:Iteration 11Q (121565.240000 sec): 3 clusters
  Score: Raw -224584.191890 + Penalty 2499.194317 = -222084.997573
  nChanged 36
		SP:Iteration 12Q (121565.410000 sec): 3 clusters
  Score: Raw -224605.443765 + Penalty 2499.194317 = -222106.249448
  nChanged 28
		SP:Iteration 13Q (121565.560000 sec): 3 clusters
  Score: Raw -224621.667950 + Penalty 2499.194317 = -222122.473632
  nChanged 21
		SP:Iteration 14Q (121565.650000 sec): 3 clusters
  Score: Raw -224633.331714 + Penalty 2499.194317 = -222134.137397
  nChanged 16
		SP:Iteration 15Q (121565.750000 sec): 3 clusters
  Score: Raw -224641.346347 + Penalty 2499.194317 = -222142.152030
  nChanged 7
		SP:Iteration 16Q (121565.840000 sec): 3 clusters
  Score: Raw -224643.924824 + Penalty 2499.194317 = -222144.730507
  nChanged 9
		SP:Iteration 17Q (121565.980000 sec): 3 clusters
  Score: Raw -224649.273392 + Penalty 2499.194317 = -222150.079074
  nChanged 9
		SP:Iteration 18Q (121566.070000 sec): 3 clusters
  Score: Raw -224654.458352 + Penalty 2499.194317 = -222155.264035
  nChanged 8
		SP:Iteration 19Q (121566.220000 sec): 3 clusters
  Score: Raw -224658.669357 + Penalty 2499.194317 = -222159.475040
  nChanged 5
		SP:Iteration 20F (121566.310000 sec): 3 clusters
  Score: Raw -224660.569161 + Penalty 2499.194317 = -222161.374844
  nChanged 4
		SP:Iteration 21Q (121566.400000 sec): 3 clusters
  Score: Raw -224662.023200 + Penalty 2499.194317 = -222162.828883
  nChanged 2
		SP:Iteration 22Q (121566.490000 sec): 3 clusters
  Score: Raw -224662.340550 + Penalty 2499.194317 = -222163.146232
  nChanged 0
		SP:Iteration 23F (121566.640000 sec): 3 clusters
  Score: Raw -224662.340550 + Penalty 2499.194317 = -222163.146232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121566.720000 sec): 2 clusters
  Score: Raw -412320.025991 + Penalty 1345.697870 = -410974.328122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121566.880000 sec): 3 clusters
  Score: Raw -410348.428283 + Penalty 2691.395740 = -407657.032543
  nChanged 1616
		SP:Iteration 1F (121567.020000 sec): 3 clusters
  Score: Raw -411326.599780 + Penalty 2691.395740 = -408635.204041
  nChanged 365
		SP:Iteration 2F (121567.110000 sec): 3 clusters
  Score: Raw -411630.741737 + Penalty 2691.395740 = -408939.345997
  nChanged 294
		SP:Iteration 3F (121567.260000 sec): 3 clusters
  Score: Raw -411922.495054 + Penalty 2691.395740 = -409231.099314
  nChanged 277
		SP:Iteration 4F (121567.410000 sec): 3 clusters
  Score: Raw -412185.516091 + Penalty 2691.395740 = -409494.120351
  nChanged 214
		SP:Iteration 5F (121567.520000 sec): 3 clusters
  Score: Raw -412365.727319 + Penalty 2691.395740 = -409674.331579
  nChanged 173
		SP:Iteration 6Q (121567.650000 sec): 3 clusters
  Score: Raw -412492.636570 + Penalty 2691.395740 = -409801.240830
  nChanged 123
		SP:Iteration 7Q (121567.770000 sec): 3 clusters
  Score: Raw -412569.132060 + Penalty 2691.395740 = -409877.736320
  nChanged 96
		SP:Iteration 8Q (121567.900000 sec): 3 clusters
  Score: Raw -412634.642159 + Penalty 2691.395740 = -409943.246419
  nChanged 89
		SP:Iteration 9Q (121568.000000 sec): 3 clusters
  Score: Raw -412697.235282 + Penalty 2691.395740 = -410005.839542
  nChanged 85
		SP:Iteration 10Q (121568.160000 sec): 3 clusters
  Score: Raw -412760.048249 + Penalty 2691.395740 = -410068.652509
  nChanged 78
		SP:Iteration 11Q (121568.280000 sec): 3 clusters
  Score: Raw -412809.259483 + Penalty 2691.395740 = -410117.863743
  nChanged 74
		SP:Iteration 12Q (121568.380000 sec): 3 clusters
  Score: Raw -412849.557368 + Penalty 2691.395740 = -410158.161628
  nChanged 57
		SP:Iteration 13Q (121568.500000 sec): 3 clusters
  Score: Raw -412875.575367 + Penalty 2691.395740 = -410184.179627
  nChanged 43
		SP:Iteration 14Q (121568.630000 sec): 3 clusters
  Score: Raw -412894.841047 + Penalty 2691.395740 = -410203.445307
  nChanged 42
		SP:Iteration 15Q (121568.730000 sec): 3 clusters
  Score: Raw -412909.590354 + Penalty 2691.395740 = -410218.194615
  nChanged 30
		SP:Iteration 16Q (121568.820000 sec): 3 clusters
  Score: Raw -412920.481444 + Penalty 2691.395740 = -410229.085704
  nChanged 28
		SP:Iteration 17Q (121568.930000 sec): 3 clusters
  Score: Raw -412928.586749 + Penalty 2691.395740 = -410237.191009
  nChanged 18
		SP:Iteration 18Q (121569.040000 sec): 3 clusters
  Score: Raw -412933.851418 + Penalty 2691.395740 = -410242.455678
  nChanged 18
		SP:Iteration 19Q (121569.140000 sec): 3 clusters
  Score: Raw -412939.810492 + Penalty 2691.395740 = -410248.414752
  nChanged 20
		SP:Iteration 20F (121569.240000 sec): 3 clusters
  Score: Raw -412945.440226 + Penalty 2691.395740 = -410254.044486
  nChanged 14
		SP:Iteration 21Q (121569.330000 sec): 3 clusters
  Score: Raw -412949.516060 + Penalty 2691.395740 = -410258.120320
  nChanged 18
		SP:Iteration 22Q (121569.440000 sec): 3 clusters
  Score: Raw -412953.445487 + Penalty 2691.395740 = -410262.049747
  nChanged 13
		SP:Iteration 23Q (121569.580000 sec): 3 clusters
  Score: Raw -412956.238609 + Penalty 2691.395740 = -410264.842869
  nChanged 11
		SP:Iteration 24Q (121569.740000 sec): 3 clusters
  Score: Raw -412959.341544 + Penalty 2691.395740 = -410267.945804
  nChanged 13
		SP:Iteration 25Q (121569.860000 sec): 3 clusters
  Score: Raw -412962.797999 + Penalty 2691.395740 = -410271.402259
  nChanged 12
		SP:Iteration 26Q (121569.960000 sec): 3 clusters
  Score: Raw -412965.935655 + Penalty 2691.395740 = -410274.539915
  nChanged 16
		SP:Iteration 27Q (121570.110000 sec): 3 clusters
  Score: Raw -412969.108741 + Penalty 2691.395740 = -410277.713001
  nChanged 8
		SP:Iteration 28Q (121570.280000 sec): 3 clusters
  Score: Raw -412970.312715 + Penalty 2691.395740 = -410278.916975
  nChanged 5
		SP:Iteration 29Q (121570.440000 sec): 3 clusters
  Score: Raw -412970.923783 + Penalty 2691.395740 = -410279.528043
  nChanged 2
		SP:Iteration 30Q (121570.620000 sec): 3 clusters
  Score: Raw -412971.292876 + Penalty 2691.395740 = -410279.897136
  nChanged 3
		SP:Iteration 31Q (121570.810000 sec): 3 clusters
  Score: Raw -412971.838490 + Penalty 2691.395740 = -410280.442750
  nChanged 4
		SP:Iteration 32Q (121570.960000 sec): 3 clusters
  Score: Raw -412973.237969 + Penalty 2691.395740 = -410281.842230
  nChanged 7
		SP:Iteration 33Q (121571.140000 sec): 3 clusters
  Score: Raw -412975.234980 + Penalty 2691.395740 = -410283.839240
  nChanged 8
		SP:Iteration 34Q (121571.290000 sec): 3 clusters
  Score: Raw -412977.274750 + Penalty 2691.395740 = -410285.879010
  nChanged 6
		SP:Iteration 35Q (121571.470000 sec): 3 clusters
  Score: Raw -412978.872020 + Penalty 2691.395740 = -410287.476280
  nChanged 8
		SP:Iteration 36Q (121571.650000 sec): 3 clusters
  Score: Raw -412980.473857 + Penalty 2691.395740 = -410289.078117
  nChanged 6
		SP:Iteration 37Q (121571.810000 sec): 3 clusters
  Score: Raw -412982.047238 + Penalty 2691.395740 = -410290.651498
  nChanged 11
		SP:Iteration 38Q (121571.970000 sec): 3 clusters
  Score: Raw -412984.000166 + Penalty 2691.395740 = -410292.604426
  nChanged 6
		SP:Iteration 39Q (121572.170000 sec): 3 clusters
  Score: Raw -412985.005195 + Penalty 2691.395740 = -410293.609455
  nChanged 3
		SP:Iteration 40F (121572.280000 sec): 3 clusters
  Score: Raw -412985.337331 + Penalty 2691.395740 = -410293.941591
  nChanged 5
		SP:Iteration 41Q (121572.450000 sec): 3 clusters
  Score: Raw -412986.278826 + Penalty 2691.395740 = -410294.883087
  nChanged 5
		SP:Iteration 42Q (121572.630000 sec): 3 clusters
  Score: Raw -412987.220783 + Penalty 2691.395740 = -410295.825044
  nChanged 4
		SP:Iteration 43Q (121572.810000 sec): 3 clusters
  Score: Raw -412987.840220 + Penalty 2691.395740 = -410296.444480
  nChanged 3
		SP:Iteration 44Q (121572.950000 sec): 3 clusters
  Score: Raw -412988.406237 + Penalty 2691.395740 = -410297.010497
  nChanged 4
		SP:Iteration 45Q (121573.130000 sec): 3 clusters
  Score: Raw -412989.428027 + Penalty 2691.395740 = -410298.032287
  nChanged 5
		SP:Iteration 46Q (121573.280000 sec): 3 clusters
  Score: Raw -412990.429992 + Penalty 2691.395740 = -410299.034252
  nChanged 6
		SP:Iteration 47Q (121573.450000 sec): 3 clusters
  Score: Raw -412991.682237 + Penalty 2691.395740 = -410300.286497
  nChanged 6
		SP:Iteration 48Q (121573.630000 sec): 3 clusters
  Score: Raw -412992.812811 + Penalty 2691.395740 = -410301.417071
  nChanged 2
		SP:Iteration 49Q (121573.780000 sec): 3 clusters
  Score: Raw -412993.105395 + Penalty 2691.395740 = -410301.709655
  nChanged 0
		SP:Iteration 50F (121573.970000 sec): 3 clusters
  Score: Raw -412993.105395 + Penalty 2691.395740 = -410301.709655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121574.050000 sec): 2 clusters
  Score: Raw -64226.341541 + Penalty 1035.941533 = -63190.400008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121574.230000 sec): 3 clusters
  Score: Raw -64120.445198 + Penalty 2071.883066 = -62048.562131
  nChanged 155
		SP:Iteration 1F (121574.390000 sec): 3 clusters
  Score: Raw -64391.354606 + Penalty 2071.883066 = -62319.471540
  nChanged 45
		SP:Iteration 2F (121574.510000 sec): 3 clusters
  Score: Raw -64669.378048 + Penalty 2071.883066 = -62597.494982
  nChanged 48
		SP:Iteration 3F (121574.650000 sec): 3 clusters
  Score: Raw -64785.709632 + Penalty 2071.883066 = -62713.826566
  nChanged 44
		SP:Iteration 4F (121574.790000 sec): 3 clusters
  Score: Raw -64874.382007 + Penalty 2071.883066 = -62802.498941
  nChanged 32
		SP:Iteration 5F (121574.930000 sec): 3 clusters
  Score: Raw -64929.495487 + Penalty 2071.883066 = -62857.612421
  nChanged 21
		SP:Iteration 6Q (121575.060000 sec): 3 clusters
  Score: Raw -64966.244275 + Penalty 2071.883066 = -62894.361209
  nChanged 20
		SP:Iteration 7Q (121575.110000 sec): 3 clusters
  Score: Raw -65008.267806 + Penalty 2071.883066 = -62936.384740
  nChanged 14
		SP:Iteration 8Q (121575.230000 sec): 3 clusters
  Score: Raw -65041.797589 + Penalty 2071.883066 = -62969.914523
  nChanged 10
		SP:Iteration 9Q (121575.340000 sec): 3 clusters
  Score: Raw -65062.421197 + Penalty 2071.883066 = -62990.538130
  nChanged 5
		SP:Iteration 10Q (121575.450000 sec): 3 clusters
  Score: Raw -65082.683210 + Penalty 2071.883066 = -63010.800144
  nChanged 5
		SP:Iteration 11Q (121575.550000 sec): 3 clusters
  Score: Raw -65096.205482 + Penalty 2071.883066 = -63024.322415
  nChanged 3
		SP:Iteration 12Q (121575.680000 sec): 3 clusters
  Score: Raw -65103.996879 + Penalty 2071.883066 = -63032.113812
  nChanged 4
		SP:Iteration 13Q (121575.790000 sec): 3 clusters
  Score: Raw -65110.380223 + Penalty 2071.883066 = -63038.497157
  nChanged 0
		SP:Iteration 14F (121575.950000 sec): 3 clusters
  Score: Raw -65110.380223 + Penalty 2071.883066 = -63038.497157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121576.040000 sec): 2 clusters
  Score: Raw -288602.413048 + Penalty 1283.068861 = -287319.344186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121576.150000 sec): 3 clusters
  Score: Raw -287375.430397 + Penalty 2566.137723 = -284809.292675
  nChanged 1004
		SP:Iteration 1F (121576.260000 sec): 3 clusters
  Score: Raw -288026.750634 + Penalty 2566.137723 = -285460.612912
  nChanged 220
		SP:Iteration 2F (121576.360000 sec): 3 clusters
  Score: Raw -288186.779544 + Penalty 2566.137723 = -285620.641821
  nChanged 167
		SP:Iteration 3F (121576.510000 sec): 3 clusters
  Score: Raw -288332.954176 + Penalty 2566.137723 = -285766.816454
  nChanged 142
		SP:Iteration 4F (121576.600000 sec): 3 clusters
  Score: Raw -288454.967112 + Penalty 2566.137723 = -285888.829389
  nChanged 121
		SP:Iteration 5Q (121576.730000 sec): 3 clusters
  Score: Raw -288564.691517 + Penalty 2566.137723 = -285998.553794
  nChanged 122
		SP:Iteration 6Q (121576.940000 sec): 3 clusters
  Score: Raw -288681.622008 + Penalty 2566.137723 = -286115.484286
  nChanged 96
		SP:Iteration 7Q (121577.100000 sec): 3 clusters
  Score: Raw -288764.347790 + Penalty 2566.137723 = -286198.210067
  nChanged 88
		SP:Iteration 8Q (121577.240000 sec): 3 clusters
  Score: Raw -288856.309250 + Penalty 2566.137723 = -286290.171528
  nChanged 72
		SP:Iteration 9Q (121577.430000 sec): 3 clusters
  Score: Raw -288931.348520 + Penalty 2566.137723 = -286365.210798
  nChanged 83
		SP:Iteration 10Q (121577.620000 sec): 3 clusters
  Score: Raw -289034.197492 + Penalty 2566.137723 = -286468.059769
  nChanged 86
		SP:Iteration 11Q (121577.770000 sec): 3 clusters
  Score: Raw -289145.799470 + Penalty 2566.137723 = -286579.661748
  nChanged 71
		SP:Iteration 12Q (121577.950000 sec): 3 clusters
  Score: Raw -289224.905148 + Penalty 2566.137723 = -286658.767426
  nChanged 55
		SP:Iteration 13Q (121578.110000 sec): 3 clusters
  Score: Raw -289275.468830 + Penalty 2566.137723 = -286709.331107
  nChanged 39
		SP:Iteration 14Q (121578.290000 sec): 3 clusters
  Score: Raw -289303.489230 + Penalty 2566.137723 = -286737.351508
  nChanged 30
		SP:Iteration 15Q (121578.430000 sec): 3 clusters
  Score: Raw -289320.769468 + Penalty 2566.137723 = -286754.631745
  nChanged 21
		SP:Iteration 16Q (121578.610000 sec): 3 clusters
  Score: Raw -289331.338393 + Penalty 2566.137723 = -286765.200671
  nChanged 11
		SP:Iteration 17Q (121578.810000 sec): 3 clusters
  Score: Raw -289335.785336 + Penalty 2566.137723 = -286769.647613
  nChanged 4
		SP:Iteration 18Q (121578.990000 sec): 3 clusters
  Score: Raw -289337.105368 + Penalty 2566.137723 = -286770.967646
  nChanged 4
		SP:Iteration 19Q (121579.170000 sec): 3 clusters
  Score: Raw -289339.270369 + Penalty 2566.137723 = -286773.132646
  nChanged 4
		SP:Iteration 20F (121579.280000 sec): 3 clusters
  Score: Raw -289340.469666 + Penalty 2566.137723 = -286774.331943
  nChanged 2
		SP:Iteration 21Q (121579.450000 sec): 3 clusters
  Score: Raw -289341.107730 + Penalty 2566.137723 = -286774.970007
  nChanged 2
		SP:Iteration 22Q (121579.580000 sec): 3 clusters
  Score: Raw -289342.350312 + Penalty 2566.137723 = -286776.212590
  nChanged 3
		SP:Iteration 23Q (121579.760000 sec): 3 clusters
  Score: Raw -289342.972073 + Penalty 2566.137723 = -286776.834350
  nChanged 1
		SP:Iteration 24Q (121579.930000 sec): 3 clusters
  Score: Raw -289343.189924 + Penalty 2566.137723 = -286777.052201
  nChanged 0
		SP:Iteration 25F (121580.110000 sec): 3 clusters
  Score: Raw -289343.189924 + Penalty 2566.137723 = -286777.052201
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121580.240000 sec): 2 clusters
  Score: Raw -977124.858893 + Penalty 1477.907808 = -975646.951085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121580.430000 sec): 3 clusters
  Score: Raw -972111.854994 + Penalty 2955.815616 = -969156.039377
  nChanged 3831
		SP:Iteration 1F (121580.640000 sec): 3 clusters
  Score: Raw -974161.298176 + Penalty 2955.815616 = -971205.482559
  nChanged 581
		SP:Iteration 2F (121580.880000 sec): 3 clusters
  Score: Raw -974438.865922 + Penalty 2955.815616 = -971483.050306
  nChanged 530
		SP:Iteration 3F (121581.040000 sec): 3 clusters
  Score: Raw -974705.636974 + Penalty 2955.815616 = -971749.821358
  nChanged 491
		SP:Iteration 4F (121581.270000 sec): 3 clusters
  Score: Raw -974974.468395 + Penalty 2955.815616 = -972018.652778
  nChanged 457
		SP:Iteration 5F (121581.450000 sec): 3 clusters
  Score: Raw -975245.003254 + Penalty 2955.815616 = -972289.187638
  nChanged 476
		SP:Iteration 6F (121581.660000 sec): 3 clusters
  Score: Raw -975505.956388 + Penalty 2955.815616 = -972550.140772
  nChanged 442
		SP:Iteration 7Q (121581.830000 sec): 3 clusters
  Score: Raw -975754.631114 + Penalty 2955.815616 = -972798.815498
  nChanged 397
		SP:Iteration 8Q (121582.070000 sec): 3 clusters
  Score: Raw -975977.659208 + Penalty 2955.815616 = -973021.843592
  nChanged 355
		SP:Iteration 9Q (121582.260000 sec): 3 clusters
  Score: Raw -976183.209345 + Penalty 2955.815616 = -973227.393729
  nChanged 299
		SP:Iteration 10Q (121582.480000 sec): 3 clusters
  Score: Raw -976348.944871 + Penalty 2955.815616 = -973393.129255
  nChanged 236
		SP:Iteration 11Q (121582.680000 sec): 3 clusters
  Score: Raw -976475.274190 + Penalty 2955.815616 = -973519.458574
  nChanged 197
		SP:Iteration 12Q (121582.850000 sec): 3 clusters
  Score: Raw -976581.842662 + Penalty 2955.815616 = -973626.027046
  nChanged 182
		SP:Iteration 13Q (121583.040000 sec): 3 clusters
  Score: Raw -976681.838331 + Penalty 2955.815616 = -973726.022715
  nChanged 152
		SP:Iteration 14Q (121583.260000 sec): 3 clusters
  Score: Raw -976781.515413 + Penalty 2955.815616 = -973825.699797
  nChanged 133
		SP:Iteration 15Q (121583.480000 sec): 3 clusters
  Score: Raw -976862.737927 + Penalty 2955.815616 = -973906.922311
  nChanged 104
		SP:Iteration 16Q (121583.680000 sec): 3 clusters
  Score: Raw -976924.940848 + Penalty 2955.815616 = -973969.125232
  nChanged 89
		SP:Iteration 17Q (121583.870000 sec): 3 clusters
  Score: Raw -976983.724599 + Penalty 2955.815616 = -974027.908982
  nChanged 77
		SP:Iteration 18Q (121584.070000 sec): 3 clusters
  Score: Raw -977032.605674 + Penalty 2955.815616 = -974076.790058
  nChanged 69
		SP:Iteration 19Q (121584.300000 sec): 3 clusters
  Score: Raw -977082.219394 + Penalty 2955.815616 = -974126.403777
  nChanged 62
		SP:Iteration 20F (121584.550000 sec): 3 clusters
  Score: Raw -977126.538716 + Penalty 2955.815616 = -974170.723099
  nChanged 53
		SP:Iteration 21Q (121584.690000 sec): 3 clusters
  Score: Raw -977164.977273 + Penalty 2955.815616 = -974209.161657
  nChanged 38
		SP:Iteration 22Q (121584.840000 sec): 3 clusters
  Score: Raw -977193.100766 + Penalty 2955.815616 = -974237.285150
  nChanged 28
		SP:Iteration 23Q (121585.030000 sec): 3 clusters
  Score: Raw -977211.771060 + Penalty 2955.815616 = -974255.955444
  nChanged 22
		SP:Iteration 24Q (121585.250000 sec): 3 clusters
  Score: Raw -977228.900699 + Penalty 2955.815616 = -974273.085082
  nChanged 23
		SP:Iteration 25Q (121585.470000 sec): 3 clusters
  Score: Raw -977245.689447 + Penalty 2955.815616 = -974289.873831
  nChanged 21
		SP:Iteration 26Q (121585.660000 sec): 3 clusters
  Score: Raw -977265.483747 + Penalty 2955.815616 = -974309.668131
  nChanged 14
		SP:Iteration 27Q (121585.830000 sec): 3 clusters
  Score: Raw -977274.861053 + Penalty 2955.815616 = -974319.045436
  nChanged 11
		SP:Iteration 28Q (121586.020000 sec): 3 clusters
  Score: Raw -977283.563886 + Penalty 2955.815616 = -974327.748270
  nChanged 8
		SP:Iteration 29Q (121586.220000 sec): 3 clusters
  Score: Raw -977290.063395 + Penalty 2955.815616 = -974334.247779
  nChanged 7
		SP:Iteration 30Q (121586.390000 sec): 3 clusters
  Score: Raw -977296.405892 + Penalty 2955.815616 = -974340.590276
  nChanged 9
		SP:Iteration 31Q (121586.610000 sec): 3 clusters
  Score: Raw -977301.381190 + Penalty 2955.815616 = -974345.565574
  nChanged 5
		SP:Iteration 32Q (121586.790000 sec): 3 clusters
  Score: Raw -977304.282209 + Penalty 2955.815616 = -974348.466593
  nChanged 5
		SP:Iteration 33Q (121586.970000 sec): 3 clusters
  Score: Raw -977306.819920 + Penalty 2955.815616 = -974351.004304
  nChanged 2
		SP:Iteration 34Q (121587.190000 sec): 3 clusters
  Score: Raw -977308.268356 + Penalty 2955.815616 = -974352.452740
  nChanged 2
		SP:Iteration 35Q (121587.370000 sec): 3 clusters
  Score: Raw -977308.973740 + Penalty 2955.815616 = -974353.158124
  nChanged 0
		SP:Iteration 36F (121587.590000 sec): 3 clusters
  Score: Raw -977308.973740 + Penalty 2955.815616 = -974353.158124
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121587.680000 sec): 2 clusters
  Score: Raw -222424.873567 + Penalty 1264.706180 = -221160.167387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121587.890000 sec): 3 clusters
  Score: Raw -221406.550852 + Penalty 2529.412360 = -218877.138492
  nChanged 879
		SP:Iteration 1F (121588.020000 sec): 3 clusters
  Score: Raw -222135.752847 + Penalty 2529.412360 = -219606.340487
  nChanged 250
		SP:Iteration 2F (121588.180000 sec): 3 clusters
  Score: Raw -222473.747158 + Penalty 2529.412360 = -219944.334798
  nChanged 190
		SP:Iteration 3F (121588.360000 sec): 3 clusters
  Score: Raw -222710.130256 + Penalty 2529.412360 = -220180.717895
  nChanged 136
		SP:Iteration 4F (121588.460000 sec): 3 clusters
  Score: Raw -222867.796987 + Penalty 2529.412360 = -220338.384626
  nChanged 119
		SP:Iteration 5Q (121588.590000 sec): 3 clusters
  Score: Raw -223010.371060 + Penalty 2529.412360 = -220480.958700
  nChanged 109
		SP:Iteration 6Q (121588.730000 sec): 3 clusters
  Score: Raw -223117.450352 + Penalty 2529.412360 = -220588.037992
  nChanged 79
		SP:Iteration 7Q (121588.870000 sec): 3 clusters
  Score: Raw -223182.525276 + Penalty 2529.412360 = -220653.112916
  nChanged 56
		SP:Iteration 8Q (121589.000000 sec): 3 clusters
  Score: Raw -223220.630101 + Penalty 2529.412360 = -220691.217740
  nChanged 42
		SP:Iteration 9Q (121589.170000 sec): 3 clusters
  Score: Raw -223246.945654 + Penalty 2529.412360 = -220717.533294
  nChanged 32
		SP:Iteration 10Q (121589.280000 sec): 3 clusters
  Score: Raw -223264.185071 + Penalty 2529.412360 = -220734.772711
  nChanged 14
		SP:Iteration 11Q (121589.440000 sec): 3 clusters
  Score: Raw -223271.598495 + Penalty 2529.412360 = -220742.186135
  nChanged 10
		SP:Iteration 12Q (121589.600000 sec): 3 clusters
  Score: Raw -223275.293381 + Penalty 2529.412360 = -220745.881021
  nChanged 10
		SP:Iteration 13Q (121589.740000 sec): 3 clusters
  Score: Raw -223281.953996 + Penalty 2529.412360 = -220752.541636
  nChanged 12
		SP:Iteration 14Q (121589.870000 sec): 3 clusters
  Score: Raw -223286.721540 + Penalty 2529.412360 = -220757.309180
  nChanged 11
		SP:Iteration 15Q (121589.970000 sec): 3 clusters
  Score: Raw -223291.631646 + Penalty 2529.412360 = -220762.219285
  nChanged 10
		SP:Iteration 16Q (121590.060000 sec): 3 clusters
  Score: Raw -223296.929213 + Penalty 2529.412360 = -220767.516853
  nChanged 8
		SP:Iteration 17Q (121590.160000 sec): 3 clusters
  Score: Raw -223307.533536 + Penalty 2529.412360 = -220778.121176
  nChanged 15
		SP:Iteration 18Q (121590.260000 sec): 3 clusters
  Score: Raw -223325.296806 + Penalty 2529.412360 = -220795.884445
  nChanged 21
		SP:Iteration 19Q (121590.360000 sec): 3 clusters
  Score: Raw -223342.111341 + Penalty 2529.412360 = -220812.698981
  nChanged 23
		SP:Iteration 20F (121590.460000 sec): 3 clusters
  Score: Raw -223358.153477 + Penalty 2529.412360 = -220828.741117
  nChanged 16
		SP:Iteration 21Q (121590.610000 sec): 3 clusters
  Score: Raw -223365.652537 + Penalty 2529.412360 = -220836.240176
  nChanged 15
		SP:Iteration 22Q (121590.720000 sec): 3 clusters
  Score: Raw -223371.036661 + Penalty 2529.412360 = -220841.624301
  nChanged 15
		SP:Iteration 23Q (121590.860000 sec): 3 clusters
  Score: Raw -223376.464564 + Penalty 2529.412360 = -220847.052204
  nChanged 7
		SP:Iteration 24Q (121591.090000 sec): 3 clusters
  Score: Raw -223378.867589 + Penalty 2529.412360 = -220849.455228
  nChanged 3
		SP:Iteration 25Q (121591.240000 sec): 3 clusters
  Score: Raw -223379.742652 + Penalty 2529.412360 = -220850.330291
  nChanged 0
		SP:Iteration 26F (121591.400000 sec): 3 clusters
  Score: Raw -223379.742652 + Penalty 2529.412360 = -220850.330291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121591.510000 sec): 2 clusters
  Score: Raw -36304.829527 + Penalty 950.982903 = -35353.846624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121591.680000 sec): 3 clusters
  Score: Raw -36306.592279 + Penalty 1901.965806 = -34404.626473
  nChanged 64
		SP:Iteration 1F (121591.820000 sec): 3 clusters
  Score: Raw -36436.113013 + Penalty 1901.965806 = -34534.147207
  nChanged 15
		SP:Iteration 2Q (121592.020000 sec): 3 clusters
  Score: Raw -36468.963611 + Penalty 1901.965806 = -34566.997805
  nChanged 11
		SP:Iteration 3Q (121592.140000 sec): 3 clusters
  Score: Raw -36503.606144 + Penalty 1901.965806 = -34601.640338
  nChanged 2
		SP:Iteration 4Q (121592.280000 sec): 3 clusters
  Score: Raw -36506.874200 + Penalty 1901.965806 = -34604.908394
  nChanged 1
		SP:Iteration 5Q (121592.460000 sec): 3 clusters
  Score: Raw -36507.473387 + Penalty 1901.965806 = -34605.507581
  nChanged 1
		SP:Iteration 6Q (121592.610000 sec): 3 clusters
  Score: Raw -36507.934301 + Penalty 1901.965806 = -34605.968495
  nChanged 0
		SP:Iteration 7F (121592.740000 sec): 3 clusters
  Score: Raw -36507.934301 + Penalty 1901.965806 = -34605.968495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (7077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121592.880000 sec): 2 clusters
  Score: Raw -770635.710517 + Penalty 1440.498372 = -769195.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121593.070000 sec): 3 clusters
  Score: Raw -766826.996853 + Penalty 2880.996745 = -763946.000108
  nChanged 2947
		SP:Iteration 1F (121593.260000 sec): 3 clusters
  Score: Raw -768497.464283 + Penalty 2880.996745 = -765616.467538
  nChanged 502
		SP:Iteration 2F (121593.460000 sec): 3 clusters
  Score: Raw -768765.808660 + Penalty 2880.996745 = -765884.811915
  nChanged 398
		SP:Iteration 3F (121593.670000 sec): 3 clusters
  Score: Raw -768979.339816 + Penalty 2880.996745 = -766098.343072
  nChanged 369
		SP:Iteration 4F (121593.880000 sec): 3 clusters
  Score: Raw -769183.877394 + Penalty 2880.996745 = -766302.880649
  nChanged 334
		SP:Iteration 5Q (121594.040000 sec): 3 clusters
  Score: Raw -769384.880301 + Penalty 2880.996745 = -766503.883556
  nChanged 318
		SP:Iteration 6Q (121594.260000 sec): 3 clusters
  Score: Raw -769610.888375 + Penalty 2880.996745 = -766729.891630
  nChanged 278
		SP:Iteration 7Q (121594.420000 sec): 3 clusters
  Score: Raw -769821.201333 + Penalty 2880.996745 = -766940.204588
  nChanged 252
		SP:Iteration 8Q (121594.560000 sec): 3 clusters
  Score: Raw -770010.694181 + Penalty 2880.996745 = -767129.697437
  nChanged 214
		SP:Iteration 9Q (121594.730000 sec): 3 clusters
  Score: Raw -770167.828542 + Penalty 2880.996745 = -767286.831797
  nChanged 211
		SP:Iteration 10Q (121594.940000 sec): 3 clusters
  Score: Raw -770330.590721 + Penalty 2880.996745 = -767449.593976
  nChanged 185
		SP:Iteration 11Q (121595.130000 sec): 3 clusters
  Score: Raw -770466.320622 + Penalty 2880.996745 = -767585.323878
  nChanged 133
		SP:Iteration 12Q (121595.350000 sec): 3 clusters
  Score: Raw -770552.833919 + Penalty 2880.996745 = -767671.837175
  nChanged 105
		SP:Iteration 13Q (121595.530000 sec): 3 clusters
  Score: Raw -770616.339592 + Penalty 2880.996745 = -767735.342847
  nChanged 79
		SP:Iteration 14Q (121595.690000 sec): 3 clusters
  Score: Raw -770658.713243 + Penalty 2880.996745 = -767777.716498
  nChanged 65
		SP:Iteration 15Q (121595.910000 sec): 3 clusters
  Score: Raw -770706.164295 + Penalty 2880.996745 = -767825.167550
  nChanged 69
		SP:Iteration 16Q (121596.090000 sec): 3 clusters
  Score: Raw -770741.684465 + Penalty 2880.996745 = -767860.687720
  nChanged 58
		SP:Iteration 17Q (121596.260000 sec): 3 clusters
  Score: Raw -770771.914613 + Penalty 2880.996745 = -767890.917869
  nChanged 44
		SP:Iteration 18Q (121596.450000 sec): 3 clusters
  Score: Raw -770798.481386 + Penalty 2880.996745 = -767917.484641
  nChanged 48
		SP:Iteration 19Q (121596.670000 sec): 3 clusters
  Score: Raw -770822.041831 + Penalty 2880.996745 = -767941.045086
  nChanged 39
		SP:Iteration 20F (121596.870000 sec): 3 clusters
  Score: Raw -770846.958619 + Penalty 2880.996745 = -767965.961874
  nChanged 39
		SP:Iteration 21Q (121597.030000 sec): 3 clusters
  Score: Raw -770871.577208 + Penalty 2880.996745 = -767990.580464
  nChanged 36
		SP:Iteration 22Q (121597.200000 sec): 3 clusters
  Score: Raw -770899.319931 + Penalty 2880.996745 = -768018.323186
  nChanged 36
		SP:Iteration 23Q (121597.410000 sec): 3 clusters
  Score: Raw -770924.220218 + Penalty 2880.996745 = -768043.223474
  nChanged 32
		SP:Iteration 24Q (121597.530000 sec): 3 clusters
  Score: Raw -770942.210820 + Penalty 2880.996745 = -768061.214076
  nChanged 26
		SP:Iteration 25Q (121597.720000 sec): 3 clusters
  Score: Raw -770956.314359 + Penalty 2880.996745 = -768075.317614
  nChanged 25
		SP:Iteration 26Q (121597.870000 sec): 3 clusters
  Score: Raw -770968.485418 + Penalty 2880.996745 = -768087.488674
  nChanged 19
		SP:Iteration 27Q (121598.070000 sec): 3 clusters
  Score: Raw -770979.277459 + Penalty 2880.996745 = -768098.280715
  nChanged 22
		SP:Iteration 28Q (121598.270000 sec): 3 clusters
  Score: Raw -770993.303831 + Penalty 2880.996745 = -768112.307087
  nChanged 21
		SP:Iteration 29Q (121598.430000 sec): 3 clusters
  Score: Raw -771008.739235 + Penalty 2880.996745 = -768127.742491
  nChanged 20
		SP:Iteration 30Q (121598.610000 sec): 3 clusters
  Score: Raw -771019.929460 + Penalty 2880.996745 = -768138.932715
  nChanged 18
		SP:Iteration 31Q (121598.800000 sec): 3 clusters
  Score: Raw -771028.548182 + Penalty 2880.996745 = -768147.551438
  nChanged 16
		SP:Iteration 32Q (121598.980000 sec): 3 clusters
  Score: Raw -771038.195245 + Penalty 2880.996745 = -768157.198500
  nChanged 17
		SP:Iteration 33Q (121599.170000 sec): 3 clusters
  Score: Raw -771049.132395 + Penalty 2880.996745 = -768168.135651
  nChanged 13
		SP:Iteration 34Q (121599.400000 sec): 3 clusters
  Score: Raw -771055.491143 + Penalty 2880.996745 = -768174.494399
  nChanged 13
		SP:Iteration 35Q (121599.540000 sec): 3 clusters
  Score: Raw -771060.239552 + Penalty 2880.996745 = -768179.242808
  nChanged 5
		SP:Iteration 36Q (121599.670000 sec): 3 clusters
  Score: Raw -771062.192966 + Penalty 2880.996745 = -768181.196221
  nChanged 5
		SP:Iteration 37Q (121599.920000 sec): 3 clusters
  Score: Raw -771065.535417 + Penalty 2880.996745 = -768184.538672
  nChanged 6
		SP:Iteration 38Q (121600.010000 sec): 3 clusters
  Score: Raw -771069.033050 + Penalty 2880.996745 = -768188.036305
  nChanged 7
		SP:Iteration 39Q (121600.240000 sec): 3 clusters
  Score: Raw -771072.293224 + Penalty 2880.996745 = -768191.296480
  nChanged 4
		SP:Iteration 40F (121600.410000 sec): 3 clusters
  Score: Raw -771073.446359 + Penalty 2880.996745 = -768192.449615
  nChanged 3
		SP:Iteration 41Q (121600.620000 sec): 3 clusters
  Score: Raw -771074.584183 + Penalty 2880.996745 = -768193.587438
  nChanged 1
		SP:Iteration 42Q (121600.810000 sec): 3 clusters
  Score: Raw -771075.987555 + Penalty 2880.996745 = -768194.990811
  nChanged 3
		SP:Iteration 43Q (121600.970000 sec): 3 clusters
  Score: Raw -771077.401693 + Penalty 2880.996745 = -768196.404948
  nChanged 3
		SP:Iteration 44Q (121601.140000 sec): 3 clusters
  Score: Raw -771078.454374 + Penalty 2880.996745 = -768197.457630
  nChanged 3
		SP:Iteration 45Q (121601.330000 sec): 3 clusters
  Score: Raw -771080.192348 + Penalty 2880.996745 = -768199.195604
  nChanged 4
		SP:Iteration 46Q (121601.500000 sec): 3 clusters
  Score: Raw -771082.439939 + Penalty 2880.996745 = -768201.443194
  nChanged 3
		SP:Iteration 47Q (121601.700000 sec): 3 clusters
  Score: Raw -771083.087407 + Penalty 2880.996745 = -768202.090663
  nChanged 0
		SP:Iteration 48F (121601.890000 sec): 3 clusters
  Score: Raw -771083.087407 + Penalty 2880.996745 = -768202.090663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (6884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121602.030000 sec): 2 clusters
  Score: Raw -687235.518582 + Penalty 1436.005213 = -685799.513369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121602.190000 sec): 3 clusters
  Score: Raw -683504.409890 + Penalty 2872.010426 = -680632.399464
  nChanged 2907
		SP:Iteration 1F (121602.360000 sec): 3 clusters
  Score: Raw -685350.683462 + Penalty 2872.010426 = -682478.673036
  nChanged 612
		SP:Iteration 2F (121602.570000 sec): 3 clusters
  Score: Raw -685892.643784 + Penalty 2872.010426 = -683020.633358
  nChanged 534
		SP:Iteration 3F (121602.810000 sec): 3 clusters
  Score: Raw -686320.822343 + Penalty 2872.010426 = -683448.811917
  nChanged 455
		SP:Iteration 4F (121602.970000 sec): 3 clusters
  Score: Raw -686623.258134 + Penalty 2872.010426 = -683751.247708
  nChanged 349
		SP:Iteration 5F (121603.140000 sec): 3 clusters
  Score: Raw -686823.040618 + Penalty 2872.010426 = -683951.030192
  nChanged 272
		SP:Iteration 6Q (121603.350000 sec): 3 clusters
  Score: Raw -686951.435550 + Penalty 2872.010426 = -684079.425124
  nChanged 188
		SP:Iteration 7Q (121603.550000 sec): 3 clusters
  Score: Raw -687061.026793 + Penalty 2872.010426 = -684189.016367
  nChanged 180
		SP:Iteration 8Q (121603.720000 sec): 3 clusters
  Score: Raw -687157.388287 + Penalty 2872.010426 = -684285.377860
  nChanged 159
		SP:Iteration 9Q (121603.910000 sec): 3 clusters
  Score: Raw -687244.994367 + Penalty 2872.010426 = -684372.983941
  nChanged 139
		SP:Iteration 10Q (121604.070000 sec): 3 clusters
  Score: Raw -687318.131726 + Penalty 2872.010426 = -684446.121299
  nChanged 126
		SP:Iteration 11Q (121604.290000 sec): 3 clusters
  Score: Raw -687377.215957 + Penalty 2872.010426 = -684505.205531
  nChanged 112
		SP:Iteration 12Q (121604.520000 sec): 3 clusters
  Score: Raw -687422.348917 + Penalty 2872.010426 = -684550.338491
  nChanged 105
		SP:Iteration 13Q (121604.660000 sec): 3 clusters
  Score: Raw -687465.923314 + Penalty 2872.010426 = -684593.912888
  nChanged 103
		SP:Iteration 14Q (121604.870000 sec): 3 clusters
  Score: Raw -687518.372272 + Penalty 2872.010426 = -684646.361845
  nChanged 105
		SP:Iteration 15Q (121605.070000 sec): 3 clusters
  Score: Raw -687581.108100 + Penalty 2872.010426 = -684709.097673
  nChanged 112
		SP:Iteration 16Q (121605.310000 sec): 3 clusters
  Score: Raw -687641.685301 + Penalty 2872.010426 = -684769.674875
  nChanged 118
		SP:Iteration 17Q (121605.450000 sec): 3 clusters
  Score: Raw -687713.479424 + Penalty 2872.010426 = -684841.468998
  nChanged 119
		SP:Iteration 18Q (121605.680000 sec): 3 clusters
  Score: Raw -687792.967039 + Penalty 2872.010426 = -684920.956613
  nChanged 130
		SP:Iteration 19Q (121605.850000 sec): 3 clusters
  Score: Raw -687877.376838 + Penalty 2872.010426 = -685005.366412
  nChanged 117
		SP:Iteration 20F (121606.010000 sec): 3 clusters
  Score: Raw -687949.379020 + Penalty 2872.010426 = -685077.368593
  nChanged 106
		SP:Iteration 21Q (121606.180000 sec): 3 clusters
  Score: Raw -688013.875744 + Penalty 2872.010426 = -685141.865317
  nChanged 109
		SP:Iteration 22Q (121606.360000 sec): 3 clusters
  Score: Raw -688075.651091 + Penalty 2872.010426 = -685203.640665
  nChanged 90
		SP:Iteration 23Q (121606.600000 sec): 3 clusters
  Score: Raw -688142.791971 + Penalty 2872.010426 = -685270.781545
  nChanged 106
		SP:Iteration 24Q (121606.750000 sec): 3 clusters
  Score: Raw -688217.522318 + Penalty 2872.010426 = -685345.511892
  nChanged 89
		SP:Iteration 25Q (121606.930000 sec): 3 clusters
  Score: Raw -688284.570051 + Penalty 2872.010426 = -685412.559625
  nChanged 99
		SP:Iteration 26Q (121607.150000 sec): 3 clusters
  Score: Raw -688353.820809 + Penalty 2872.010426 = -685481.810383
  nChanged 71
		SP:Iteration 27Q (121607.350000 sec): 3 clusters
  Score: Raw -688393.566199 + Penalty 2872.010426 = -685521.555773
  nChanged 56
		SP:Iteration 28Q (121607.540000 sec): 3 clusters
  Score: Raw -688415.922220 + Penalty 2872.010426 = -685543.911794
  nChanged 42
		SP:Iteration 29Q (121607.750000 sec): 3 clusters
  Score: Raw -688425.234705 + Penalty 2872.010426 = -685553.224279
  nChanged 21
		SP:Iteration 30Q (121607.960000 sec): 3 clusters
  Score: Raw -688429.229394 + Penalty 2872.010426 = -685557.218968
  nChanged 14
		SP:Iteration 31Q (121608.110000 sec): 3 clusters
  Score: Raw -688432.068779 + Penalty 2872.010426 = -685560.058353
  nChanged 14
		SP:Iteration 32Q (121608.330000 sec): 3 clusters
  Score: Raw -688434.975059 + Penalty 2872.010426 = -685562.964633
  nChanged 8
		SP:Iteration 33Q (121608.490000 sec): 3 clusters
  Score: Raw -688435.890296 + Penalty 2872.010426 = -685563.879870
  nChanged 3
		SP:Iteration 34Q (121608.710000 sec): 3 clusters
  Score: Raw -688436.578801 + Penalty 2872.010426 = -685564.568375
  nChanged 3
		SP:Iteration 35Q (121608.890000 sec): 3 clusters
  Score: Raw -688437.119320 + Penalty 2872.010426 = -685565.108894
  nChanged 5
		SP:Iteration 36Q (121609.110000 sec): 3 clusters
  Score: Raw -688437.811580 + Penalty 2872.010426 = -685565.801154
  nChanged 2
		SP:Iteration 37Q (121609.320000 sec): 3 clusters
  Score: Raw -688438.210327 + Penalty 2872.010426 = -685566.199901
  nChanged 0
		SP:Iteration 38F (121609.480000 sec): 3 clusters
  Score: Raw -688438.210327 + Penalty 2872.010426 = -685566.199901
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121609.620000 sec): 2 clusters
  Score: Raw -251751.627601 + Penalty 1260.937299 = -250490.690302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121609.780000 sec): 3 clusters
  Score: Raw -250693.430451 + Penalty 2521.874599 = -248171.555852
  nChanged 852
		SP:Iteration 1F (121609.960000 sec): 3 clusters
  Score: Raw -251210.130525 + Penalty 2521.874599 = -248688.255926
  nChanged 185
		SP:Iteration 2F (121610.090000 sec): 3 clusters
  Score: Raw -251338.400634 + Penalty 2521.874599 = -248816.526035
  nChanged 141
		SP:Iteration 3F (121610.290000 sec): 3 clusters
  Score: Raw -251449.710036 + Penalty 2521.874599 = -248927.835437
  nChanged 106
		SP:Iteration 4Q (121610.470000 sec): 3 clusters
  Score: Raw -251524.484435 + Penalty 2521.874599 = -249002.609836
  nChanged 91
		SP:Iteration 5Q (121610.650000 sec): 3 clusters
  Score: Raw -251593.028895 + Penalty 2521.874599 = -249071.154296
  nChanged 77
		SP:Iteration 6Q (121610.830000 sec): 3 clusters
  Score: Raw -251657.140271 + Penalty 2521.874599 = -249135.265672
  nChanged 79
		SP:Iteration 7Q (121611.010000 sec): 3 clusters
  Score: Raw -251728.153947 + Penalty 2521.874599 = -249206.279348
  nChanged 68
		SP:Iteration 8Q (121611.190000 sec): 3 clusters
  Score: Raw -251776.653551 + Penalty 2521.874599 = -249254.778952
  nChanged 42
		SP:Iteration 9Q (121611.340000 sec): 3 clusters
  Score: Raw -251812.744149 + Penalty 2521.874599 = -249290.869550
  nChanged 40
		SP:Iteration 10Q (121611.530000 sec): 3 clusters
  Score: Raw -251841.485306 + Penalty 2521.874599 = -249319.610707
  nChanged 37
		SP:Iteration 11Q (121611.660000 sec): 3 clusters
  Score: Raw -251865.414092 + Penalty 2521.874599 = -249343.539493
  nChanged 36
		SP:Iteration 12Q (121611.810000 sec): 3 clusters
  Score: Raw -251883.627328 + Penalty 2521.874599 = -249361.752729
  nChanged 33
		SP:Iteration 13Q (121611.960000 sec): 3 clusters
  Score: Raw -251900.863425 + Penalty 2521.874599 = -249378.988826
  nChanged 29
		SP:Iteration 14Q (121612.150000 sec): 3 clusters
  Score: Raw -251914.126274 + Penalty 2521.874599 = -249392.251675
  nChanged 22
		SP:Iteration 15Q (121612.240000 sec): 3 clusters
  Score: Raw -251924.509798 + Penalty 2521.874599 = -249402.635199
  nChanged 12
		SP:Iteration 16Q (121612.370000 sec): 3 clusters
  Score: Raw -251929.568368 + Penalty 2521.874599 = -249407.693769
  nChanged 9
		SP:Iteration 17Q (121612.490000 sec): 3 clusters
  Score: Raw -251933.775931 + Penalty 2521.874599 = -249411.901332
  nChanged 10
		SP:Iteration 18Q (121612.630000 sec): 3 clusters
  Score: Raw -251937.850881 + Penalty 2521.874599 = -249415.976282
  nChanged 4
		SP:Iteration 19Q (121612.770000 sec): 3 clusters
  Score: Raw -251939.413367 + Penalty 2521.874599 = -249417.538768
  nChanged 3
		SP:Iteration 20F (121612.980000 sec): 3 clusters
  Score: Raw -251940.511746 + Penalty 2521.874599 = -249418.637147
  nChanged 4
		SP:Iteration 21Q (121613.170000 sec): 3 clusters
  Score: Raw -251942.213821 + Penalty 2521.874599 = -249420.339223
  nChanged 8
		SP:Iteration 22Q (121613.300000 sec): 3 clusters
  Score: Raw -251945.496008 + Penalty 2521.874599 = -249423.621409
  nChanged 8
		SP:Iteration 23Q (121613.450000 sec): 3 clusters
  Score: Raw -251949.749752 + Penalty 2521.874599 = -249427.875153
  nChanged 9
		SP:Iteration 24Q (121613.620000 sec): 3 clusters
  Score: Raw -251953.460948 + Penalty 2521.874599 = -249431.586349
  nChanged 7
		SP:Iteration 25Q (121613.790000 sec): 3 clusters
  Score: Raw -251956.505589 + Penalty 2521.874599 = -249434.630990
  nChanged 6
		SP:Iteration 26Q (121613.940000 sec): 3 clusters
  Score: Raw -251958.025813 + Penalty 2521.874599 = -249436.151214
  nChanged 2
		SP:Iteration 27Q (121614.130000 sec): 3 clusters
  Score: Raw -251958.963135 + Penalty 2521.874599 = -249437.088536
  nChanged 2
		SP:Iteration 28Q (121614.260000 sec): 3 clusters
  Score: Raw -251959.381320 + Penalty 2521.874599 = -249437.506721
  nChanged 3
		SP:Iteration 29Q (121614.370000 sec): 3 clusters
  Score: Raw -251960.277749 + Penalty 2521.874599 = -249438.403150
  nChanged 1
		SP:Iteration 30Q (121614.510000 sec): 3 clusters
  Score: Raw -251960.541091 + Penalty 2521.874599 = -249438.666492
  nChanged 1
		SP:Iteration 31Q (121614.710000 sec): 3 clusters
  Score: Raw -251960.760788 + Penalty 2521.874599 = -249438.886189
  nChanged 0
		SP:Iteration 32F (121614.870000 sec): 3 clusters
  Score: Raw -251960.760788 + Penalty 2521.874599 = -249438.886189
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121615.560000 sec): 2 clusters
  Score: Raw -13199719.014547 + Penalty 1895.525228 = -13197823.489319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121616.360000 sec): 3 clusters
  Score: Raw -13123992.493030 + Penalty 3791.050455 = -13120201.442575
  nChanged 55572
		SP:Iteration 1F (121617.140000 sec): 3 clusters
  Score: Raw -13156289.587921 + Penalty 3791.050455 = -13152498.537466
  nChanged 3563
		SP:Iteration 2Q (121618.030000 sec): 3 clusters
  Score: Raw -13157185.889119 + Penalty 3791.050455 = -13153394.838663
  nChanged 3856
		SP:Iteration 3Q (121618.880000 sec): 3 clusters
  Score: Raw -13158347.593733 + Penalty 3791.050455 = -13154556.543277
  nChanged 4340
		SP:Iteration 4Q (121619.760000 sec): 3 clusters
  Score: Raw -13159721.771634 + Penalty 3791.050455 = -13155930.721179
  nChanged 4601
		SP:Iteration 5Q (121620.650000 sec): 3 clusters
  Score: Raw -13161266.888781 + Penalty 3791.050455 = -13157475.838326
  nChanged 4913
		SP:Iteration 6Q (121621.550000 sec): 3 clusters
  Score: Raw -13163020.864222 + Penalty 3791.050455 = -13159229.813767
  nChanged 5188
		SP:Iteration 7Q (121622.390000 sec): 3 clusters
  Score: Raw -13164970.099930 + Penalty 3791.050455 = -13161179.049475
  nChanged 5228
		SP:Iteration 8Q (121623.280000 sec): 3 clusters
  Score: Raw -13167012.293796 + Penalty 3791.050455 = -13163221.243341
  nChanged 5224
		SP:Iteration 9Q (121624.170000 sec): 3 clusters
  Score: Raw -13169204.162259 + Penalty 3791.050455 = -13165413.111803
  nChanged 5155
		SP:Iteration 10Q (121625.000000 sec): 3 clusters
  Score: Raw -13171688.043525 + Penalty 3791.050455 = -13167896.993070
  nChanged 5282
		SP:Iteration 11Q (121625.840000 sec): 3 clusters
  Score: Raw -13174692.474561 + Penalty 3791.050455 = -13170901.424105
  nChanged 5608
		SP:Iteration 12Q (121626.740000 sec): 3 clusters
  Score: Raw -13177996.685893 + Penalty 3791.050455 = -13174205.635438
  nChanged 5054
		SP:Iteration 13Q (121627.530000 sec): 3 clusters
  Score: Raw -13180384.973161 + Penalty 3791.050455 = -13176593.922706
  nChanged 3888
		SP:Iteration 14Q (121628.320000 sec): 3 clusters
  Score: Raw -13181622.493571 + Penalty 3791.050455 = -13177831.443116
  nChanged 2601
		SP:Iteration 15Q (121629.080000 sec): 3 clusters
  Score: Raw -13182222.179905 + Penalty 3791.050455 = -13178431.129450
  nChanged 1891
		SP:Iteration 16Q (121629.880000 sec): 3 clusters
  Score: Raw -13182608.690075 + Penalty 3791.050455 = -13178817.639620
  nChanged 1514
		SP:Iteration 17Q (121630.720000 sec): 3 clusters
  Score: Raw -13182926.082128 + Penalty 3791.050455 = -13179135.031673
  nChanged 1475
		SP:Iteration 18Q (121631.430000 sec): 3 clusters
  Score: Raw -13183265.333830 + Penalty 3791.050455 = -13179474.283374
  nChanged 1475
		SP:Iteration 19Q (121632.180000 sec): 3 clusters
  Score: Raw -13183605.448495 + Penalty 3791.050455 = -13179814.398040
  nChanged 1513
		SP:Iteration 20F (121632.900000 sec): 3 clusters
  Score: Raw -13183953.729900 + Penalty 3791.050455 = -13180162.679444
  nChanged 1509
		SP:Iteration 21Q (121633.800000 sec): 3 clusters
  Score: Raw -13184318.081788 + Penalty 3791.050455 = -13180527.031332
  nChanged 1572
		SP:Iteration 22Q (121634.700000 sec): 3 clusters
  Score: Raw -13184693.859378 + Penalty 3791.050455 = -13180902.808923
  nChanged 1582
		SP:Iteration 23Q (121635.510000 sec): 3 clusters
  Score: Raw -13185064.894224 + Penalty 3791.050455 = -13181273.843769
  nChanged 1606
		SP:Iteration 24Q (121636.380000 sec): 3 clusters
  Score: Raw -13185450.770660 + Penalty 3791.050455 = -13181659.720204
  nChanged 1666
		SP:Iteration 25Q (121637.210000 sec): 3 clusters
  Score: Raw -13185868.955809 + Penalty 3791.050455 = -13182077.905353
  nChanged 1728
		SP:Iteration 26Q (121638.070000 sec): 3 clusters
  Score: Raw -13186312.910097 + Penalty 3791.050455 = -13182521.859642
  nChanged 1794
		SP:Iteration 27Q (121638.860000 sec): 3 clusters
  Score: Raw -13186779.584655 + Penalty 3791.050455 = -13182988.534199
  nChanged 1784
		SP:Iteration 28Q (121639.610000 sec): 3 clusters
  Score: Raw -13187257.162010 + Penalty 3791.050455 = -13183466.111554
  nChanged 1810
		SP:Iteration 29Q (121640.430000 sec): 3 clusters
  Score: Raw -13187756.676696 + Penalty 3791.050455 = -13183965.626241
  nChanged 1831
		SP:Iteration 30Q (121641.150000 sec): 3 clusters
  Score: Raw -13188301.228447 + Penalty 3791.050455 = -13184510.177991
  nChanged 1907
		SP:Iteration 31Q (121642.080000 sec): 3 clusters
  Score: Raw -13188909.163996 + Penalty 3791.050455 = -13185118.113540
  nChanged 1906
		SP:Iteration 32Q (121642.890000 sec): 3 clusters
  Score: Raw -13189547.680290 + Penalty 3791.050455 = -13185756.629835
  nChanged 1893
		SP:Iteration 33Q (121643.800000 sec): 3 clusters
  Score: Raw -13190202.261168 + Penalty 3791.050455 = -13186411.210713
  nChanged 1918
		SP:Iteration 34Q (121644.700000 sec): 3 clusters
  Score: Raw -13190914.866589 + Penalty 3791.050455 = -13187123.816134
  nChanged 1927
		SP:Iteration 35Q (121645.570000 sec): 3 clusters
  Score: Raw -13191670.270887 + Penalty 3791.050455 = -13187879.220432
  nChanged 1858
		SP:Iteration 36Q (121646.440000 sec): 3 clusters
  Score: Raw -13192419.338963 + Penalty 3791.050455 = -13188628.288508
  nChanged 1758
		SP:Iteration 37Q (121647.320000 sec): 3 clusters
  Score: Raw -13193146.893731 + Penalty 3791.050455 = -13189355.843275
  nChanged 1650
		SP:Iteration 38Q (121648.180000 sec): 3 clusters
  Score: Raw -13193841.529069 + Penalty 3791.050455 = -13190050.478614
  nChanged 1584
		SP:Iteration 39Q (121649.070000 sec): 3 clusters
  Score: Raw -13194534.087936 + Penalty 3791.050455 = -13190743.037480
  nChanged 1512
		SP:Iteration 40F (121649.970000 sec): 3 clusters
  Score: Raw -13195223.018110 + Penalty 3791.050455 = -13191431.967654
  nChanged 1387
		SP:Iteration 41Q (121650.750000 sec): 3 clusters
  Score: Raw -13195867.372856 + Penalty 3791.050455 = -13192076.322400
  nChanged 1301
		SP:Iteration 42Q (121651.580000 sec): 3 clusters
  Score: Raw -13196497.112350 + Penalty 3791.050455 = -13192706.061895
  nChanged 1124
		SP:Iteration 43Q (121652.360000 sec): 3 clusters
  Score: Raw -13197053.835712 + Penalty 3791.050455 = -13193262.785257
  nChanged 1019
		SP:Iteration 44Q (121653.110000 sec): 3 clusters
  Score: Raw -13197575.065976 + Penalty 3791.050455 = -13193784.015520
  nChanged 891
		SP:Iteration 45Q (121653.880000 sec): 3 clusters
  Score: Raw -13198045.326252 + Penalty 3791.050455 = -13194254.275796
  nChanged 727
		SP:Iteration 46Q (121654.660000 sec): 3 clusters
  Score: Raw -13198415.840339 + Penalty 3791.050455 = -13194624.789883
  nChanged 606
		SP:Iteration 47Q (121655.420000 sec): 3 clusters
  Score: Raw -13198718.626636 + Penalty 3791.050455 = -13194927.576181
  nChanged 489
		SP:Iteration 48Q (121656.170000 sec): 3 clusters
  Score: Raw -13198963.109911 + Penalty 3791.050455 = -13195172.059455
  nChanged 405
		SP:Iteration 49Q (121656.870000 sec): 3 clusters
  Score: Raw -13199162.889659 + Penalty 3791.050455 = -13195371.839203
  nChanged 339
		SP:Iteration 50Q (121657.670000 sec): 3 clusters
  Score: Raw -13199327.844377 + Penalty 3791.050455 = -13195536.793922
  nChanged 287
		SP:Iteration 51Q (121658.410000 sec): 3 clusters
  Score: Raw -13199460.703304 + Penalty 3791.050455 = -13195669.652849
  nChanged 201
		SP:Iteration 52Q (121659.210000 sec): 3 clusters
  Score: Raw -13199548.507697 + Penalty 3791.050455 = -13195757.457242
  nChanged 167
		SP:Iteration 53Q (121659.990000 sec): 3 clusters
  Score: Raw -13199619.897921 + Penalty 3791.050455 = -13195828.847466
  nChanged 139
		SP:Iteration 54Q (121660.820000 sec): 3 clusters
  Score: Raw -13199681.709031 + Penalty 3791.050455 = -13195890.658576
  nChanged 122
		SP:Iteration 55Q (121661.660000 sec): 3 clusters
  Score: Raw -13199739.225549 + Penalty 3791.050455 = -13195948.175093
  nChanged 98
		SP:Iteration 56Q (121662.380000 sec): 3 clusters
  Score: Raw -13199784.003378 + Penalty 3791.050455 = -13195992.952922
  nChanged 90
		SP:Iteration 57Q (121663.090000 sec): 3 clusters
  Score: Raw -13199819.815149 + Penalty 3791.050455 = -13196028.764694
  nChanged 58
		SP:Iteration 58Q (121663.770000 sec): 3 clusters
  Score: Raw -13199842.273859 + Penalty 3791.050455 = -13196051.223403
  nChanged 50
		SP:Iteration 59Q (121664.480000 sec): 3 clusters
  Score: Raw -13199861.676758 + Penalty 3791.050455 = -13196070.626302
  nChanged 44
		SP:Iteration 60F (121665.270000 sec): 3 clusters
  Score: Raw -13199879.023525 + Penalty 3791.050455 = -13196087.973070
  nChanged 44
		SP:Iteration 61Q (121666.020000 sec): 3 clusters
  Score: Raw -13199894.648296 + Penalty 3791.050455 = -13196103.597840
  nChanged 28
		SP:Iteration 62Q (121666.650000 sec): 3 clusters
  Score: Raw -13199903.861938 + Penalty 3791.050455 = -13196112.811482
  nChanged 25
		SP:Iteration 63Q (121667.340000 sec): 3 clusters
  Score: Raw -13199912.697928 + Penalty 3791.050455 = -13196121.647472
  nChanged 17
		SP:Iteration 64Q (121667.970000 sec): 3 clusters
  Score: Raw -13199918.872596 + Penalty 3791.050455 = -13196127.822140
  nChanged 16
		SP:Iteration 65Q (121668.660000 sec): 3 clusters
  Score: Raw -13199928.260523 + Penalty 3791.050455 = -13196137.210068
  nChanged 24
		SP:Iteration 66Q (121669.380000 sec): 3 clusters
  Score: Raw -13199939.761114 + Penalty 3791.050455 = -13196148.710659
  nChanged 30
		SP:Iteration 67Q (121670.050000 sec): 3 clusters
  Score: Raw -13199954.350209 + Penalty 3791.050455 = -13196163.299754
  nChanged 37
		SP:Iteration 68Q (121670.760000 sec): 3 clusters
  Score: Raw -13199970.401065 + Penalty 3791.050455 = -13196179.350610
  nChanged 24
		SP:Iteration 69Q (121671.480000 sec): 3 clusters
  Score: Raw -13199981.353725 + Penalty 3791.050455 = -13196190.303269
  nChanged 20
		SP:Iteration 70Q (121672.210000 sec): 3 clusters
  Score: Raw -13199988.985107 + Penalty 3791.050455 = -13196197.934652
  nChanged 14
		SP:Iteration 71Q (121672.930000 sec): 3 clusters
  Score: Raw -13199995.304139 + Penalty 3791.050455 = -13196204.253684
  nChanged 12
		SP:Iteration 72Q (121673.690000 sec): 3 clusters
  Score: Raw -13200000.058288 + Penalty 3791.050455 = -13196209.007832
  nChanged 12
		SP:Iteration 73Q (121674.470000 sec): 3 clusters
  Score: Raw -13200004.047343 + Penalty 3791.050455 = -13196212.996888
  nChanged 7
		SP:Iteration 74Q (121675.230000 sec): 3 clusters
  Score: Raw -13200006.564129 + Penalty 3791.050455 = -13196215.513674
  nChanged 4
		SP:Iteration 75Q (121676.070000 sec): 3 clusters
  Score: Raw -13200007.576328 + Penalty 3791.050455 = -13196216.525872
  nChanged 4
		SP:Iteration 76Q (121676.820000 sec): 3 clusters
  Score: Raw -13200008.759616 + Penalty 3791.050455 = -13196217.709161
  nChanged 1
		SP:Iteration 77Q (121677.600000 sec): 3 clusters
  Score: Raw -13200009.124083 + Penalty 3791.050455 = -13196218.073627
  nChanged 0
		SP:Iteration 78F (121678.420000 sec): 3 clusters
  Score: Raw -13200009.124083 + Penalty 3791.050455 = -13196218.073627
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121678.540000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121678.690000 sec): 3 clusters
  Score: Raw -69165.770434 + Penalty 2106.512567 = -67059.257867
  nChanged 162
		SP:Iteration 1F (121678.830000 sec): 3 clusters
  Score: Raw -69378.847235 + Penalty 2106.512567 = -67272.334668
  nChanged 47
		SP:Iteration 2F (121678.930000 sec): 3 clusters
  Score: Raw -69457.295224 + Penalty 2106.512567 = -67350.782657
  nChanged 27
		SP:Iteration 3Q (121679.030000 sec): 3 clusters
  Score: Raw -69513.504210 + Penalty 2106.512567 = -67406.991643
  nChanged 19
		SP:Iteration 4Q (121679.200000 sec): 3 clusters
  Score: Raw -69546.987067 + Penalty 2106.512567 = -67440.474500
  nChanged 12
		SP:Iteration 5Q (121679.340000 sec): 3 clusters
  Score: Raw -69566.516088 + Penalty 2106.512567 = -67460.003521
  nChanged 8
		SP:Iteration 6Q (121679.440000 sec): 3 clusters
  Score: Raw -69578.404154 + Penalty 2106.512567 = -67471.891587
  nChanged 2
		SP:Iteration 7Q (121679.590000 sec): 3 clusters
  Score: Raw -69580.659929 + Penalty 2106.512567 = -67474.147362
  nChanged 3
		SP:Iteration 8Q (121679.690000 sec): 3 clusters
  Score: Raw -69591.879274 + Penalty 2106.512567 = -67485.366707
  nChanged 4
		SP:Iteration 9Q (121679.830000 sec): 3 clusters
  Score: Raw -69597.428649 + Penalty 2106.512567 = -67490.916082
  nChanged 3
		SP:Iteration 10Q (121679.980000 sec): 3 clusters
  Score: Raw -69601.591816 + Penalty 2106.512567 = -67495.079249
  nChanged 2
		SP:Iteration 11Q (121680.090000 sec): 3 clusters
  Score: Raw -69604.358819 + Penalty 2106.512567 = -67497.846252
  nChanged 1
		SP:Iteration 12Q (121680.230000 sec): 3 clusters
  Score: Raw -69607.305165 + Penalty 2106.512567 = -67500.792598
  nChanged 1
		SP:Iteration 13Q (121680.320000 sec): 3 clusters
  Score: Raw -69608.395307 + Penalty 2106.512567 = -67501.882740
  nChanged 0
		SP:Iteration 14F (121680.430000 sec): 3 clusters
  Score: Raw -69608.395307 + Penalty 2106.512567 = -67501.882740
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121680.500000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121680.680000 sec): 3 clusters
  Score: Raw -9268.809292 + Penalty 1542.102942 = -7726.706350
  nChanged 12
		SP:Iteration 1F (121680.780000 sec): 3 clusters
  Score: Raw -9346.175186 + Penalty 1542.102942 = -7804.072244
  nChanged 5
		SP:Iteration 2Q (121680.870000 sec): 3 clusters
  Score: Raw -9400.627723 + Penalty 1542.102942 = -7858.524782
  nChanged 3
		SP:Iteration 3Q (121680.960000 sec): 3 clusters
  Score: Raw -9428.043904 + Penalty 1542.102942 = -7885.940963
  nChanged 0
		SP:Iteration 4F (121681.060000 sec): 3 clusters
  Score: Raw -9428.043904 + Penalty 1542.102942 = -7885.940963
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (27798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121681.280000 sec): 2 clusters
  Score: Raw -3078336.365316 + Penalty 1662.816895 = -3076673.548421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121681.610000 sec): 3 clusters
  Score: Raw -3061130.638752 + Penalty 3325.633790 = -3057805.004962
  nChanged 12791
		SP:Iteration 1F (121681.930000 sec): 3 clusters
  Score: Raw -3068482.449753 + Penalty 3325.633790 = -3065156.815963
  nChanged 1372
		SP:Iteration 2Q (121682.290000 sec): 3 clusters
  Score: Raw -3069000.829713 + Penalty 3325.633790 = -3065675.195923
  nChanged 1298
		SP:Iteration 3Q (121682.580000 sec): 3 clusters
  Score: Raw -3069499.492633 + Penalty 3325.633790 = -3066173.858842
  nChanged 1274
		SP:Iteration 4Q (121682.880000 sec): 3 clusters
  Score: Raw -3070036.550437 + Penalty 3325.633790 = -3066710.916647
  nChanged 1273
		SP:Iteration 5Q (121683.210000 sec): 3 clusters
  Score: Raw -3070680.846806 + Penalty 3325.633790 = -3067355.213016
  nChanged 1384
		SP:Iteration 6Q (121683.570000 sec): 3 clusters
  Score: Raw -3071467.482894 + Penalty 3325.633790 = -3068141.849103
  nChanged 1501
		SP:Iteration 7F (121683.860000 sec): 3 clusters
  Score: Raw -3072397.239444 + Penalty 3325.633790 = -3069071.605654
  nChanged 1521
		SP:Iteration 8F (121684.170000 sec): 3 clusters
  Score: Raw -3073401.866509 + Penalty 3325.633790 = -3070076.232719
  nChanged 1498
		SP:Iteration 9F (121684.510000 sec): 3 clusters
  Score: Raw -3074389.728019 + Penalty 3325.633790 = -3071064.094229
  nChanged 1393
		SP:Iteration 10F (121684.820000 sec): 3 clusters
  Score: Raw -3075261.063130 + Penalty 3325.633790 = -3071935.429340
  nChanged 1076
		SP:Iteration 11Q (121685.190000 sec): 3 clusters
  Score: Raw -3075805.503098 + Penalty 3325.633790 = -3072479.869308
  nChanged 825
		SP:Iteration 12Q (121685.520000 sec): 3 clusters
  Score: Raw -3076184.104754 + Penalty 3325.633790 = -3072858.470964
  nChanged 680
		SP:Iteration 13Q (121685.910000 sec): 3 clusters
  Score: Raw -3076444.858663 + Penalty 3325.633790 = -3073119.224872
  nChanged 537
		SP:Iteration 14Q (121686.190000 sec): 3 clusters
  Score: Raw -3076635.019440 + Penalty 3325.633790 = -3073309.385650
  nChanged 454
		SP:Iteration 15Q (121686.540000 sec): 3 clusters
  Score: Raw -3076794.637098 + Penalty 3325.633790 = -3073469.003308
  nChanged 407
		SP:Iteration 16Q (121686.850000 sec): 3 clusters
  Score: Raw -3076931.318257 + Penalty 3325.633790 = -3073605.684467
  nChanged 375
		SP:Iteration 17Q (121687.160000 sec): 3 clusters
  Score: Raw -3077041.559909 + Penalty 3325.633790 = -3073715.926119
  nChanged 332
		SP:Iteration 18Q (121687.500000 sec): 3 clusters
  Score: Raw -3077135.922613 + Penalty 3325.633790 = -3073810.288823
  nChanged 314
		SP:Iteration 19Q (121687.800000 sec): 3 clusters
  Score: Raw -3077232.040138 + Penalty 3325.633790 = -3073906.406348
  nChanged 326
		SP:Iteration 20F (121688.120000 sec): 3 clusters
  Score: Raw -3077332.426299 + Penalty 3325.633790 = -3074006.792509
  nChanged 328
		SP:Iteration 21Q (121688.430000 sec): 3 clusters
  Score: Raw -3077442.334897 + Penalty 3325.633790 = -3074116.701106
  nChanged 319
		SP:Iteration 22Q (121688.760000 sec): 3 clusters
  Score: Raw -3077559.068380 + Penalty 3325.633790 = -3074233.434590
  nChanged 317
		SP:Iteration 23Q (121689.080000 sec): 3 clusters
  Score: Raw -3077672.070469 + Penalty 3325.633790 = -3074346.436678
  nChanged 306
		SP:Iteration 24Q (121689.370000 sec): 3 clusters
  Score: Raw -3077781.598174 + Penalty 3325.633790 = -3074455.964383
  nChanged 294
		SP:Iteration 25Q (121689.690000 sec): 3 clusters
  Score: Raw -3077889.819465 + Penalty 3325.633790 = -3074564.185675
  nChanged 261
		SP:Iteration 26Q (121689.980000 sec): 3 clusters
  Score: Raw -3077986.012892 + Penalty 3325.633790 = -3074660.379101
  nChanged 236
		SP:Iteration 27Q (121690.330000 sec): 3 clusters
  Score: Raw -3078071.257200 + Penalty 3325.633790 = -3074745.623410
  nChanged 212
		SP:Iteration 28Q (121690.650000 sec): 3 clusters
  Score: Raw -3078143.002846 + Penalty 3325.633790 = -3074817.369056
  nChanged 202
		SP:Iteration 29Q (121690.940000 sec): 3 clusters
  Score: Raw -3078212.202192 + Penalty 3325.633790 = -3074886.568401
  nChanged 163
		SP:Iteration 30Q (121691.260000 sec): 3 clusters
  Score: Raw -3078268.421569 + Penalty 3325.633790 = -3074942.787779
  nChanged 141
		SP:Iteration 31Q (121691.560000 sec): 3 clusters
  Score: Raw -3078318.552761 + Penalty 3325.633790 = -3074992.918971
  nChanged 122
		SP:Iteration 32Q (121691.880000 sec): 3 clusters
  Score: Raw -3078356.496985 + Penalty 3325.633790 = -3075030.863194
  nChanged 118
		SP:Iteration 33Q (121692.180000 sec): 3 clusters
  Score: Raw -3078393.491550 + Penalty 3325.633790 = -3075067.857759
  nChanged 111
		SP:Iteration 34Q (121692.550000 sec): 3 clusters
  Score: Raw -3078428.854296 + Penalty 3325.633790 = -3075103.220506
  nChanged 95
		SP:Iteration 35Q (121692.850000 sec): 3 clusters
  Score: Raw -3078458.416750 + Penalty 3325.633790 = -3075132.782959
  nChanged 84
		SP:Iteration 36Q (121693.170000 sec): 3 clusters
  Score: Raw -3078486.342367 + Penalty 3325.633790 = -3075160.708576
  nChanged 87
		SP:Iteration 37Q (121693.460000 sec): 3 clusters
  Score: Raw -3078516.274536 + Penalty 3325.633790 = -3075190.640746
  nChanged 89
		SP:Iteration 38Q (121693.720000 sec): 3 clusters
  Score: Raw -3078549.477642 + Penalty 3325.633790 = -3075223.843851
  nChanged 78
		SP:Iteration 39Q (121694.030000 sec): 3 clusters
  Score: Raw -3078578.601687 + Penalty 3325.633790 = -3075252.967897
  nChanged 70
		SP:Iteration 40F (121694.350000 sec): 3 clusters
  Score: Raw -3078600.305027 + Penalty 3325.633790 = -3075274.671236
  nChanged 64
		SP:Iteration 41Q (121694.660000 sec): 3 clusters
  Score: Raw -3078625.964078 + Penalty 3325.633790 = -3075300.330288
  nChanged 64
		SP:Iteration 42Q (121695.010000 sec): 3 clusters
  Score: Raw -3078647.599472 + Penalty 3325.633790 = -3075321.965682
  nChanged 58
		SP:Iteration 43Q (121695.290000 sec): 3 clusters
  Score: Raw -3078670.555541 + Penalty 3325.633790 = -3075344.921751
  nChanged 57
		SP:Iteration 44Q (121695.590000 sec): 3 clusters
  Score: Raw -3078689.671550 + Penalty 3325.633790 = -3075364.037760
  nChanged 49
		SP:Iteration 45Q (121695.890000 sec): 3 clusters
  Score: Raw -3078707.152947 + Penalty 3325.633790 = -3075381.519157
  nChanged 32
		SP:Iteration 46Q (121696.210000 sec): 3 clusters
  Score: Raw -3078717.755585 + Penalty 3325.633790 = -3075392.121795
  nChanged 30
		SP:Iteration 47Q (121696.530000 sec): 3 clusters
  Score: Raw -3078728.892845 + Penalty 3325.633790 = -3075403.259054
  nChanged 31
		SP:Iteration 48Q (121696.840000 sec): 3 clusters
  Score: Raw -3078739.484712 + Penalty 3325.633790 = -3075413.850922
  nChanged 23
		SP:Iteration 49Q (121697.190000 sec): 3 clusters
  Score: Raw -3078746.400747 + Penalty 3325.633790 = -3075420.766957
  nChanged 14
		SP:Iteration 50Q (121697.450000 sec): 3 clusters
  Score: Raw -3078750.400807 + Penalty 3325.633790 = -3075424.767017
  nChanged 15
		SP:Iteration 51Q (121697.760000 sec): 3 clusters
  Score: Raw -3078754.624624 + Penalty 3325.633790 = -3075428.990834
  nChanged 17
		SP:Iteration 52Q (121698.070000 sec): 3 clusters
  Score: Raw -3078761.199321 + Penalty 3325.633790 = -3075435.565531
  nChanged 20
		SP:Iteration 53Q (121698.360000 sec): 3 clusters
  Score: Raw -3078769.481779 + Penalty 3325.633790 = -3075443.847989
  nChanged 22
		SP:Iteration 54Q (121698.640000 sec): 3 clusters
  Score: Raw -3078777.360289 + Penalty 3325.633790 = -3075451.726499
  nChanged 26
		SP:Iteration 55Q (121698.890000 sec): 3 clusters
  Score: Raw -3078787.006950 + Penalty 3325.633790 = -3075461.373160
  nChanged 19
		SP:Iteration 56Q (121699.230000 sec): 3 clusters
  Score: Raw -3078792.473157 + Penalty 3325.633790 = -3075466.839367
  nChanged 10
		SP:Iteration 57Q (121699.500000 sec): 3 clusters
  Score: Raw -3078795.302472 + Penalty 3325.633790 = -3075469.668682
  nChanged 8
		SP:Iteration 58Q (121699.790000 sec): 3 clusters
  Score: Raw -3078796.953630 + Penalty 3325.633790 = -3075471.319839
  nChanged 5
		SP:Iteration 59Q (121700.080000 sec): 3 clusters
  Score: Raw -3078797.833548 + Penalty 3325.633790 = -3075472.199757
  nChanged 3
		SP:Iteration 60F (121700.440000 sec): 3 clusters
  Score: Raw -3078798.819910 + Penalty 3325.633790 = -3075473.186120
  nChanged 4
		SP:Iteration 61Q (121700.710000 sec): 3 clusters
  Score: Raw -3078799.523383 + Penalty 3325.633790 = -3075473.889593
  nChanged 3
		SP:Iteration 62Q (121701.000000 sec): 3 clusters
  Score: Raw -3078799.998010 + Penalty 3325.633790 = -3075474.364220
  nChanged 2
		SP:Iteration 63Q (121701.320000 sec): 3 clusters
  Score: Raw -3078800.351832 + Penalty 3325.633790 = -3075474.718042
  nChanged 1
		SP:Iteration 64Q (121701.630000 sec): 3 clusters
  Score: Raw -3078800.523771 + Penalty 3325.633790 = -3075474.889980
  nChanged 0
		SP:Iteration 65F (121701.960000 sec): 3 clusters
  Score: Raw -3078800.523771 + Penalty 3325.633790 = -3075474.889980
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121702.070000 sec): 2 clusters
  Score: Raw -86078.905959 + Penalty 1087.463608 = -84991.442351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121702.190000 sec): 3 clusters
  Score: Raw -85865.037501 + Penalty 2174.927216 = -83690.110284
  nChanged 213
		SP:Iteration 1F (121702.370000 sec): 3 clusters
  Score: Raw -86075.994912 + Penalty 2174.927216 = -83901.067696
  nChanged 59
		SP:Iteration 2F (121702.520000 sec): 3 clusters
  Score: Raw -86166.472182 + Penalty 2174.927216 = -83991.544966
  nChanged 40
		SP:Iteration 3Q (121702.660000 sec): 3 clusters
  Score: Raw -86215.261671 + Penalty 2174.927216 = -84040.334455
  nChanged 25
		SP:Iteration 4Q (121702.780000 sec): 3 clusters
  Score: Raw -86244.086708 + Penalty 2174.927216 = -84069.159492
  nChanged 11
		SP:Iteration 5Q (121702.860000 sec): 3 clusters
  Score: Raw -86254.444126 + Penalty 2174.927216 = -84079.516910
  nChanged 8
		SP:Iteration 6Q (121702.980000 sec): 3 clusters
  Score: Raw -86263.620432 + Penalty 2174.927216 = -84088.693215
  nChanged 6
		SP:Iteration 7Q (121703.080000 sec): 3 clusters
  Score: Raw -86270.687082 + Penalty 2174.927216 = -84095.759866
  nChanged 7
		SP:Iteration 8Q (121703.200000 sec): 3 clusters
  Score: Raw -86276.094051 + Penalty 2174.927216 = -84101.166834
  nChanged 8
		SP:Iteration 9Q (121703.280000 sec): 3 clusters
  Score: Raw -86287.741228 + Penalty 2174.927216 = -84112.814012
  nChanged 11
		SP:Iteration 10Q (121703.370000 sec): 3 clusters
  Score: Raw -86299.366838 + Penalty 2174.927216 = -84124.439621
  nChanged 8
		SP:Iteration 11Q (121703.470000 sec): 3 clusters
  Score: Raw -86306.412337 + Penalty 2174.927216 = -84131.485121
  nChanged 3
		SP:Iteration 12Q (121703.590000 sec): 3 clusters
  Score: Raw -86308.525018 + Penalty 2174.927216 = -84133.597802
  nChanged 1
		SP:Iteration 13Q (121703.700000 sec): 3 clusters
  Score: Raw -86309.302169 + Penalty 2174.927216 = -84134.374952
  nChanged 1
		SP:Iteration 14Q (121703.790000 sec): 3 clusters
  Score: Raw -86310.003340 + Penalty 2174.927216 = -84135.076123
  nChanged 1
		SP:Iteration 15Q (121703.920000 sec): 3 clusters
  Score: Raw -86311.201735 + Penalty 2174.927216 = -84136.274519
  nChanged 2
		SP:Iteration 16Q (121704.000000 sec): 3 clusters
  Score: Raw -86312.491115 + Penalty 2174.927216 = -84137.563899
  nChanged 1
		SP:Iteration 17Q (121704.110000 sec): 3 clusters
  Score: Raw -86313.036039 + Penalty 2174.927216 = -84138.108823
  nChanged 1
		SP:Iteration 18Q (121704.230000 sec): 3 clusters
  Score: Raw -86313.574381 + Penalty 2174.927216 = -84138.647165
  nChanged 1
		SP:Iteration 19Q (121704.380000 sec): 3 clusters
  Score: Raw -86315.156251 + Penalty 2174.927216 = -84140.229034
  nChanged 0
		SP:Iteration 20F (121704.490000 sec): 3 clusters
  Score: Raw -86315.156251 + Penalty 2174.927216 = -84140.229034
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121704.590000 sec): 2 clusters
  Score: Raw -390337.935953 + Penalty 1329.802073 = -389008.133881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121704.790000 sec): 3 clusters
  Score: Raw -388600.095651 + Penalty 2659.604145 = -385940.491506
  nChanged 1372
		SP:Iteration 1F (121704.950000 sec): 3 clusters
  Score: Raw -389356.063086 + Penalty 2659.604145 = -386696.458940
  nChanged 257
		SP:Iteration 2F (121705.120000 sec): 3 clusters
  Score: Raw -389479.198599 + Penalty 2659.604145 = -386819.594454
  nChanged 163
		SP:Iteration 3Q (121705.260000 sec): 3 clusters
  Score: Raw -389586.788354 + Penalty 2659.604145 = -386927.184208
  nChanged 169
		SP:Iteration 4Q (121705.400000 sec): 3 clusters
  Score: Raw -389698.757197 + Penalty 2659.604145 = -387039.153051
  nChanged 165
		SP:Iteration 5Q (121705.500000 sec): 3 clusters
  Score: Raw -389802.491935 + Penalty 2659.604145 = -387142.887790
  nChanged 157
		SP:Iteration 6Q (121705.620000 sec): 3 clusters
  Score: Raw -389909.651768 + Penalty 2659.604145 = -387250.047623
  nChanged 138
		SP:Iteration 7Q (121705.750000 sec): 3 clusters
  Score: Raw -390003.437661 + Penalty 2659.604145 = -387343.833516
  nChanged 120
		SP:Iteration 8Q (121705.860000 sec): 3 clusters
  Score: Raw -390084.832004 + Penalty 2659.604145 = -387425.227859
  nChanged 107
		SP:Iteration 9Q (121706.010000 sec): 3 clusters
  Score: Raw -390154.994168 + Penalty 2659.604145 = -387495.390023
  nChanged 106
		SP:Iteration 10Q (121706.160000 sec): 3 clusters
  Score: Raw -390225.008123 + Penalty 2659.604145 = -387565.403977
  nChanged 96
		SP:Iteration 11Q (121706.300000 sec): 3 clusters
  Score: Raw -390282.656724 + Penalty 2659.604145 = -387623.052579
  nChanged 70
		SP:Iteration 12Q (121706.450000 sec): 3 clusters
  Score: Raw -390324.423138 + Penalty 2659.604145 = -387664.818993
  nChanged 58
		SP:Iteration 13Q (121706.600000 sec): 3 clusters
  Score: Raw -390353.338165 + Penalty 2659.604145 = -387693.734020
  nChanged 48
		SP:Iteration 14Q (121706.740000 sec): 3 clusters
  Score: Raw -390381.821356 + Penalty 2659.604145 = -387722.217211
  nChanged 40
		SP:Iteration 15Q (121706.940000 sec): 3 clusters
  Score: Raw -390401.428167 + Penalty 2659.604145 = -387741.824022
  nChanged 24
		SP:Iteration 16Q (121707.080000 sec): 3 clusters
  Score: Raw -390412.475041 + Penalty 2659.604145 = -387752.870895
  nChanged 20
		SP:Iteration 17Q (121707.220000 sec): 3 clusters
  Score: Raw -390420.742949 + Penalty 2659.604145 = -387761.138804
  nChanged 15
		SP:Iteration 18Q (121707.370000 sec): 3 clusters
  Score: Raw -390429.055929 + Penalty 2659.604145 = -387769.451784
  nChanged 19
		SP:Iteration 19Q (121707.550000 sec): 3 clusters
  Score: Raw -390438.906509 + Penalty 2659.604145 = -387779.302363
  nChanged 11
		SP:Iteration 20F (121707.720000 sec): 3 clusters
  Score: Raw -390443.669104 + Penalty 2659.604145 = -387784.064959
  nChanged 7
		SP:Iteration 21Q (121707.870000 sec): 3 clusters
  Score: Raw -390445.936188 + Penalty 2659.604145 = -387786.332043
  nChanged 7
		SP:Iteration 22Q (121707.980000 sec): 3 clusters
  Score: Raw -390448.543509 + Penalty 2659.604145 = -387788.939364
  nChanged 7
		SP:Iteration 23Q (121708.120000 sec): 3 clusters
  Score: Raw -390452.410738 + Penalty 2659.604145 = -387792.806593
  nChanged 10
		SP:Iteration 24Q (121708.230000 sec): 3 clusters
  Score: Raw -390457.095201 + Penalty 2659.604145 = -387797.491056
  nChanged 11
		SP:Iteration 25Q (121708.390000 sec): 3 clusters
  Score: Raw -390463.156183 + Penalty 2659.604145 = -387803.552037
  nChanged 15
		SP:Iteration 26Q (121708.540000 sec): 3 clusters
  Score: Raw -390471.393280 + Penalty 2659.604145 = -387811.789135
  nChanged 11
		SP:Iteration 27Q (121708.640000 sec): 3 clusters
  Score: Raw -390477.117185 + Penalty 2659.604145 = -387817.513040
  nChanged 9
		SP:Iteration 28Q (121708.730000 sec): 3 clusters
  Score: Raw -390481.405997 + Penalty 2659.604145 = -387821.801852
  nChanged 9
		SP:Iteration 29Q (121708.830000 sec): 3 clusters
  Score: Raw -390485.128669 + Penalty 2659.604145 = -387825.524524
  nChanged 10
		SP:Iteration 30Q (121708.930000 sec): 3 clusters
  Score: Raw -390489.289707 + Penalty 2659.604145 = -387829.685561
  nChanged 8
		SP:Iteration 31Q (121709.080000 sec): 3 clusters
  Score: Raw -390492.867448 + Penalty 2659.604145 = -387833.263303
  nChanged 7
		SP:Iteration 32Q (121709.220000 sec): 3 clusters
  Score: Raw -390497.027043 + Penalty 2659.604145 = -387837.422898
  nChanged 6
		SP:Iteration 33Q (121709.400000 sec): 3 clusters
  Score: Raw -390500.092768 + Penalty 2659.604145 = -387840.488623
  nChanged 6
		SP:Iteration 34Q (121709.530000 sec): 3 clusters
  Score: Raw -390504.373780 + Penalty 2659.604145 = -387844.769635
  nChanged 4
		SP:Iteration 35Q (121709.630000 sec): 3 clusters
  Score: Raw -390506.930887 + Penalty 2659.604145 = -387847.326742
  nChanged 7
		SP:Iteration 36Q (121709.720000 sec): 3 clusters
  Score: Raw -390510.276753 + Penalty 2659.604145 = -387850.672607
  nChanged 4
		SP:Iteration 37Q (121709.820000 sec): 3 clusters
  Score: Raw -390511.641014 + Penalty 2659.604145 = -387852.036868
  nChanged 4
		SP:Iteration 38Q (121709.970000 sec): 3 clusters
  Score: Raw -390513.155300 + Penalty 2659.604145 = -387853.551155
  nChanged 4
		SP:Iteration 39Q (121710.070000 sec): 3 clusters
  Score: Raw -390516.133972 + Penalty 2659.604145 = -387856.529827
  nChanged 4
		SP:Iteration 40F (121710.160000 sec): 3 clusters
  Score: Raw -390517.691608 + Penalty 2659.604145 = -387858.087462
  nChanged 8
		SP:Iteration 41Q (121710.260000 sec): 3 clusters
  Score: Raw -390522.193171 + Penalty 2659.604145 = -387862.589025
  nChanged 6
		SP:Iteration 42Q (121710.410000 sec): 3 clusters
  Score: Raw -390526.391406 + Penalty 2659.604145 = -387866.787261
  nChanged 6
		SP:Iteration 43Q (121710.510000 sec): 3 clusters
  Score: Raw -390529.340607 + Penalty 2659.604145 = -387869.736462
  nChanged 5
		SP:Iteration 44Q (121710.600000 sec): 3 clusters
  Score: Raw -390530.758805 + Penalty 2659.604145 = -387871.154660
  nChanged 2
		SP:Iteration 45Q (121710.720000 sec): 3 clusters
  Score: Raw -390533.880798 + Penalty 2659.604145 = -387874.276653
  nChanged 8
		SP:Iteration 46Q (121710.840000 sec): 3 clusters
  Score: Raw -390538.985530 + Penalty 2659.604145 = -387879.381385
  nChanged 6
		SP:Iteration 47Q (121710.970000 sec): 3 clusters
  Score: Raw -390541.353284 + Penalty 2659.604145 = -387881.749138
  nChanged 5
		SP:Iteration 48Q (121711.070000 sec): 3 clusters
  Score: Raw -390543.397674 + Penalty 2659.604145 = -387883.793529
  nChanged 5
		SP:Iteration 49Q (121711.180000 sec): 3 clusters
  Score: Raw -390545.445097 + Penalty 2659.604145 = -387885.840952
  nChanged 2
		SP:Iteration 50Q (121711.280000 sec): 3 clusters
  Score: Raw -390546.187583 + Penalty 2659.604145 = -387886.583438
  nChanged 2
		SP:Iteration 51Q (121711.390000 sec): 3 clusters
  Score: Raw -390546.939640 + Penalty 2659.604145 = -387887.335495
  nChanged 0
		SP:Iteration 52F (121711.500000 sec): 3 clusters
  Score: Raw -390546.939640 + Penalty 2659.604145 = -387887.335495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (7912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121711.630000 sec): 2 clusters
  Score: Raw -863580.435654 + Penalty 1458.622079 = -862121.813574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121711.830000 sec): 3 clusters
  Score: Raw -859225.432016 + Penalty 2917.244159 = -856308.187857
  nChanged 3325
		SP:Iteration 1F (121712.020000 sec): 3 clusters
  Score: Raw -861268.835299 + Penalty 2917.244159 = -858351.591140
  nChanged 616
		SP:Iteration 2F (121712.200000 sec): 3 clusters
  Score: Raw -861659.348879 + Penalty 2917.244159 = -858742.104720
  nChanged 528
		SP:Iteration 3F (121712.410000 sec): 3 clusters
  Score: Raw -861982.631319 + Penalty 2917.244159 = -859065.387160
  nChanged 471
		SP:Iteration 4F (121712.600000 sec): 3 clusters
  Score: Raw -862263.184897 + Penalty 2917.244159 = -859345.940738
  nChanged 414
		SP:Iteration 5F (121712.750000 sec): 3 clusters
  Score: Raw -862506.687917 + Penalty 2917.244159 = -859589.443758
  nChanged 342
		SP:Iteration 6Q (121712.900000 sec): 3 clusters
  Score: Raw -862689.395742 + Penalty 2917.244159 = -859772.151583
  nChanged 290
		SP:Iteration 7Q (121713.110000 sec): 3 clusters
  Score: Raw -862826.052206 + Penalty 2917.244159 = -859908.808047
  nChanged 219
		SP:Iteration 8Q (121713.290000 sec): 3 clusters
  Score: Raw -862928.200923 + Penalty 2917.244159 = -860010.956764
  nChanged 179
		SP:Iteration 9Q (121713.470000 sec): 3 clusters
  Score: Raw -863004.722926 + Penalty 2917.244159 = -860087.478767
  nChanged 159
		SP:Iteration 10Q (121713.670000 sec): 3 clusters
  Score: Raw -863067.093639 + Penalty 2917.244159 = -860149.849481
  nChanged 130
		SP:Iteration 11Q (121713.830000 sec): 3 clusters
  Score: Raw -863117.884134 + Penalty 2917.244159 = -860200.639975
  nChanged 104
		SP:Iteration 12Q (121714.020000 sec): 3 clusters
  Score: Raw -863155.797917 + Penalty 2917.244159 = -860238.553759
  nChanged 109
		SP:Iteration 13Q (121714.170000 sec): 3 clusters
  Score: Raw -863197.550201 + Penalty 2917.244159 = -860280.306042
  nChanged 104
		SP:Iteration 14Q (121714.340000 sec): 3 clusters
  Score: Raw -863241.310340 + Penalty 2917.244159 = -860324.066182
  nChanged 98
		SP:Iteration 15Q (121714.550000 sec): 3 clusters
  Score: Raw -863283.370078 + Penalty 2917.244159 = -860366.125920
  nChanged 95
		SP:Iteration 16Q (121714.750000 sec): 3 clusters
  Score: Raw -863322.104763 + Penalty 2917.244159 = -860404.860604
  nChanged 82
		SP:Iteration 17Q (121714.970000 sec): 3 clusters
  Score: Raw -863359.975411 + Penalty 2917.244159 = -860442.731252
  nChanged 100
		SP:Iteration 18Q (121715.140000 sec): 3 clusters
  Score: Raw -863406.781897 + Penalty 2917.244159 = -860489.537739
  nChanged 89
		SP:Iteration 19Q (121715.320000 sec): 3 clusters
  Score: Raw -863443.175146 + Penalty 2917.244159 = -860525.930987
  nChanged 71
		SP:Iteration 20F (121715.540000 sec): 3 clusters
  Score: Raw -863480.678019 + Penalty 2917.244159 = -860563.433861
  nChanged 75
		SP:Iteration 21Q (121715.730000 sec): 3 clusters
  Score: Raw -863523.272084 + Penalty 2917.244159 = -860606.027925
  nChanged 78
		SP:Iteration 22Q (121715.910000 sec): 3 clusters
  Score: Raw -863570.932972 + Penalty 2917.244159 = -860653.688813
  nChanged 83
		SP:Iteration 23Q (121716.140000 sec): 3 clusters
  Score: Raw -863615.555074 + Penalty 2917.244159 = -860698.310916
  nChanged 63
		SP:Iteration 24Q (121716.350000 sec): 3 clusters
  Score: Raw -863651.531548 + Penalty 2917.244159 = -860734.287389
  nChanged 69
		SP:Iteration 25Q (121716.550000 sec): 3 clusters
  Score: Raw -863692.962820 + Penalty 2917.244159 = -860775.718661
  nChanged 57
		SP:Iteration 26Q (121716.730000 sec): 3 clusters
  Score: Raw -863722.164329 + Penalty 2917.244159 = -860804.920171
  nChanged 40
		SP:Iteration 27Q (121716.900000 sec): 3 clusters
  Score: Raw -863744.796997 + Penalty 2917.244159 = -860827.552838
  nChanged 39
		SP:Iteration 28Q (121717.090000 sec): 3 clusters
  Score: Raw -863769.404020 + Penalty 2917.244159 = -860852.159861
  nChanged 31
		SP:Iteration 29Q (121717.290000 sec): 3 clusters
  Score: Raw -863788.434001 + Penalty 2917.244159 = -860871.189842
  nChanged 23
		SP:Iteration 30Q (121717.510000 sec): 3 clusters
  Score: Raw -863802.369212 + Penalty 2917.244159 = -860885.125053
  nChanged 17
		SP:Iteration 31Q (121717.680000 sec): 3 clusters
  Score: Raw -863816.559596 + Penalty 2917.244159 = -860899.315437
  nChanged 22
		SP:Iteration 32Q (121717.870000 sec): 3 clusters
  Score: Raw -863830.763890 + Penalty 2917.244159 = -860913.519731
  nChanged 16
		SP:Iteration 33Q (121718.080000 sec): 3 clusters
  Score: Raw -863840.236560 + Penalty 2917.244159 = -860922.992401
  nChanged 12
		SP:Iteration 34Q (121718.270000 sec): 3 clusters
  Score: Raw -863845.567718 + Penalty 2917.244159 = -860928.323559
  nChanged 6
		SP:Iteration 35Q (121718.490000 sec): 3 clusters
  Score: Raw -863848.170711 + Penalty 2917.244159 = -860930.926552
  nChanged 5
		SP:Iteration 36Q (121718.710000 sec): 3 clusters
  Score: Raw -863851.708517 + Penalty 2917.244159 = -860934.464358
  nChanged 10
		SP:Iteration 37Q (121718.890000 sec): 3 clusters
  Score: Raw -863855.920748 + Penalty 2917.244159 = -860938.676589
  nChanged 6
		SP:Iteration 38Q (121719.070000 sec): 3 clusters
  Score: Raw -863857.737449 + Penalty 2917.244159 = -860940.493290
  nChanged 2
		SP:Iteration 39Q (121719.260000 sec): 3 clusters
  Score: Raw -863859.571748 + Penalty 2917.244159 = -860942.327589
  nChanged 6
		SP:Iteration 40F (121719.480000 sec): 3 clusters
  Score: Raw -863864.259059 + Penalty 2917.244159 = -860947.014900
  nChanged 6
		SP:Iteration 41Q (121719.680000 sec): 3 clusters
  Score: Raw -863867.392036 + Penalty 2917.244159 = -860950.147877
  nChanged 3
		SP:Iteration 42Q (121719.850000 sec): 3 clusters
  Score: Raw -863869.154445 + Penalty 2917.244159 = -860951.910287
  nChanged 4
		SP:Iteration 43Q (121719.990000 sec): 3 clusters
  Score: Raw -863871.219011 + Penalty 2917.244159 = -860953.974853
  nChanged 3
		SP:Iteration 44Q (121720.170000 sec): 3 clusters
  Score: Raw -863872.545854 + Penalty 2917.244159 = -860955.301695
  nChanged 2
		SP:Iteration 45Q (121720.340000 sec): 3 clusters
  Score: Raw -863873.249803 + Penalty 2917.244159 = -860956.005644
  nChanged 1
		SP:Iteration 46Q (121720.550000 sec): 3 clusters
  Score: Raw -863873.855933 + Penalty 2917.244159 = -860956.611775
  nChanged 0
		SP:Iteration 47F (121720.750000 sec): 3 clusters
  Score: Raw -863873.855933 + Penalty 2917.244159 = -860956.611775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121720.810000 sec): 2 clusters
  Score: Raw -403066.830760 + Penalty 1341.445447 = -401725.385314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121720.980000 sec): 3 clusters
  Score: Raw -401159.915334 + Penalty 2682.890893 = -398477.024440
  nChanged 1508
		SP:Iteration 1F (121721.130000 sec): 3 clusters
  Score: Raw -402094.465972 + Penalty 2682.890893 = -399411.575079
  nChanged 325
		SP:Iteration 2F (121721.310000 sec): 3 clusters
  Score: Raw -402301.824349 + Penalty 2682.890893 = -399618.933456
  nChanged 238
		SP:Iteration 3F (121721.450000 sec): 3 clusters
  Score: Raw -402468.872849 + Penalty 2682.890893 = -399785.981956
  nChanged 207
		SP:Iteration 4F (121721.540000 sec): 3 clusters
  Score: Raw -402651.207248 + Penalty 2682.890893 = -399968.316355
  nChanged 235
		SP:Iteration 5F (121721.690000 sec): 3 clusters
  Score: Raw -402864.651861 + Penalty 2682.890893 = -400181.760968
  nChanged 218
		SP:Iteration 6F (121721.820000 sec): 3 clusters
  Score: Raw -403063.664235 + Penalty 2682.890893 = -400380.773341
  nChanged 189
		SP:Iteration 7Q (121721.930000 sec): 3 clusters
  Score: Raw -403216.110302 + Penalty 2682.890893 = -400533.219409
  nChanged 150
		SP:Iteration 8Q (121722.060000 sec): 3 clusters
  Score: Raw -403329.199561 + Penalty 2682.890893 = -400646.308668
  nChanged 107
		SP:Iteration 9Q (121722.170000 sec): 3 clusters
  Score: Raw -403395.155654 + Penalty 2682.890893 = -400712.264761
  nChanged 87
		SP:Iteration 10Q (121722.280000 sec): 3 clusters
  Score: Raw -403452.351731 + Penalty 2682.890893 = -400769.460838
  nChanged 84
		SP:Iteration 11Q (121722.420000 sec): 3 clusters
  Score: Raw -403508.216885 + Penalty 2682.890893 = -400825.325991
  nChanged 71
		SP:Iteration 12Q (121722.510000 sec): 3 clusters
  Score: Raw -403548.450671 + Penalty 2682.890893 = -400865.559778
  nChanged 54
		SP:Iteration 13Q (121722.610000 sec): 3 clusters
  Score: Raw -403574.324574 + Penalty 2682.890893 = -400891.433681
  nChanged 45
		SP:Iteration 14Q (121722.720000 sec): 3 clusters
  Score: Raw -403597.212629 + Penalty 2682.890893 = -400914.321736
  nChanged 43
		SP:Iteration 15Q (121722.820000 sec): 3 clusters
  Score: Raw -403625.916374 + Penalty 2682.890893 = -400943.025480
  nChanged 43
		SP:Iteration 16Q (121722.940000 sec): 3 clusters
  Score: Raw -403650.502773 + Penalty 2682.890893 = -400967.611880
  nChanged 47
		SP:Iteration 17Q (121723.110000 sec): 3 clusters
  Score: Raw -403673.453165 + Penalty 2682.890893 = -400990.562272
  nChanged 31
		SP:Iteration 18Q (121723.250000 sec): 3 clusters
  Score: Raw -403688.074446 + Penalty 2682.890893 = -401005.183553
  nChanged 33
		SP:Iteration 19Q (121723.370000 sec): 3 clusters
  Score: Raw -403700.488147 + Penalty 2682.890893 = -401017.597253
  nChanged 21
		SP:Iteration 20F (121723.500000 sec): 3 clusters
  Score: Raw -403708.582637 + Penalty 2682.890893 = -401025.691744
  nChanged 24
		SP:Iteration 21Q (121723.590000 sec): 3 clusters
  Score: Raw -403718.565155 + Penalty 2682.890893 = -401035.674261
  nChanged 17
		SP:Iteration 22Q (121723.700000 sec): 3 clusters
  Score: Raw -403726.280337 + Penalty 2682.890893 = -401043.389444
  nChanged 15
		SP:Iteration 23Q (121723.810000 sec): 3 clusters
  Score: Raw -403732.305528 + Penalty 2682.890893 = -401049.414635
  nChanged 12
		SP:Iteration 24Q (121723.910000 sec): 3 clusters
  Score: Raw -403736.598278 + Penalty 2682.890893 = -401053.707385
  nChanged 15
		SP:Iteration 25Q (121724.010000 sec): 3 clusters
  Score: Raw -403742.684657 + Penalty 2682.890893 = -401059.793764
  nChanged 18
		SP:Iteration 26Q (121724.120000 sec): 3 clusters
  Score: Raw -403751.370796 + Penalty 2682.890893 = -401068.479903
  nChanged 17
		SP:Iteration 27Q (121724.260000 sec): 3 clusters
  Score: Raw -403758.550134 + Penalty 2682.890893 = -401075.659240
  nChanged 11
		SP:Iteration 28Q (121724.400000 sec): 3 clusters
  Score: Raw -403763.323746 + Penalty 2682.890893 = -401080.432852
  nChanged 9
		SP:Iteration 29Q (121724.580000 sec): 3 clusters
  Score: Raw -403766.323867 + Penalty 2682.890893 = -401083.432974
  nChanged 7
		SP:Iteration 30Q (121724.740000 sec): 3 clusters
  Score: Raw -403768.476189 + Penalty 2682.890893 = -401085.585295
  nChanged 7
		SP:Iteration 31Q (121724.890000 sec): 3 clusters
  Score: Raw -403769.954421 + Penalty 2682.890893 = -401087.063527
  nChanged 3
		SP:Iteration 32Q (121725.000000 sec): 3 clusters
  Score: Raw -403770.655470 + Penalty 2682.890893 = -401087.764577
  nChanged 2
		SP:Iteration 33Q (121725.150000 sec): 3 clusters
  Score: Raw -403771.007623 + Penalty 2682.890893 = -401088.116729
  nChanged 3
		SP:Iteration 34Q (121725.270000 sec): 3 clusters
  Score: Raw -403771.690050 + Penalty 2682.890893 = -401088.799157
  nChanged 4
		SP:Iteration 35Q (121725.400000 sec): 3 clusters
  Score: Raw -403772.865843 + Penalty 2682.890893 = -401089.974950
  nChanged 4
		SP:Iteration 36Q (121725.570000 sec): 3 clusters
  Score: Raw -403774.136731 + Penalty 2682.890893 = -401091.245838
  nChanged 3
		SP:Iteration 37Q (121725.710000 sec): 3 clusters
  Score: Raw -403774.649590 + Penalty 2682.890893 = -401091.758697
  nChanged 1
		SP:Iteration 38Q (121725.890000 sec): 3 clusters
  Score: Raw -403774.986173 + Penalty 2682.890893 = -401092.095280
  nChanged 0
		SP:Iteration 39F (121726.030000 sec): 3 clusters
  Score: Raw -403774.986173 + Penalty 2682.890893 = -401092.095280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121726.330000 sec): 2 clusters
  Score: Raw -5316242.969570 + Penalty 1753.525480 = -5314489.444090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121726.790000 sec): 3 clusters
  Score: Raw -5285497.883813 + Penalty 3507.050961 = -5281990.832852
  nChanged 22841
		SP:Iteration 1F (121727.180000 sec): 3 clusters
  Score: Raw -5299013.944400 + Penalty 3507.050961 = -5295506.893440
  nChanged 2469
		SP:Iteration 2F (121727.550000 sec): 3 clusters
  Score: Raw -5300175.683439 + Penalty 3507.050961 = -5296668.632479
  nChanged 2703
		SP:Iteration 3F (121727.980000 sec): 3 clusters
  Score: Raw -5301680.001804 + Penalty 3507.050961 = -5298172.950844
  nChanged 3027
		SP:Iteration 4F (121728.400000 sec): 3 clusters
  Score: Raw -5303576.462936 + Penalty 3507.050961 = -5300069.411976
  nChanged 3027
		SP:Iteration 5F (121728.810000 sec): 3 clusters
  Score: Raw -5305551.917184 + Penalty 3507.050961 = -5302044.866224
  nChanged 2845
		SP:Iteration 6F (121729.170000 sec): 3 clusters
  Score: Raw -5307441.633338 + Penalty 3507.050961 = -5303934.582377
  nChanged 2556
		SP:Iteration 7F (121729.630000 sec): 3 clusters
  Score: Raw -5308883.638700 + Penalty 3507.050961 = -5305376.587739
  nChanged 2179
		SP:Iteration 8Q (121730.050000 sec): 3 clusters
  Score: Raw -5309968.360209 + Penalty 3507.050961 = -5306461.309249
  nChanged 1917
		SP:Iteration 9Q (121730.470000 sec): 3 clusters
  Score: Raw -5310848.714082 + Penalty 3507.050961 = -5307341.663122
  nChanged 1641
		SP:Iteration 10Q (121730.890000 sec): 3 clusters
  Score: Raw -5311559.661109 + Penalty 3507.050961 = -5308052.610149
  nChanged 1505
		SP:Iteration 11Q (121731.330000 sec): 3 clusters
  Score: Raw -5312209.052480 + Penalty 3507.050961 = -5308702.001519
  nChanged 1475
		SP:Iteration 12Q (121731.800000 sec): 3 clusters
  Score: Raw -5312844.140024 + Penalty 3507.050961 = -5309337.089064
  nChanged 1434
		SP:Iteration 13Q (121732.250000 sec): 3 clusters
  Score: Raw -5313455.677005 + Penalty 3507.050961 = -5309948.626045
  nChanged 1361
		SP:Iteration 14Q (121732.660000 sec): 3 clusters
  Score: Raw -5314021.389202 + Penalty 3507.050961 = -5310514.338242
  nChanged 1169
		SP:Iteration 15Q (121733.140000 sec): 3 clusters
  Score: Raw -5314496.119166 + Penalty 3507.050961 = -5310989.068205
  nChanged 1033
		SP:Iteration 16Q (121733.550000 sec): 3 clusters
  Score: Raw -5314910.128056 + Penalty 3507.050961 = -5311403.077095
  nChanged 913
		SP:Iteration 17Q (121734.020000 sec): 3 clusters
  Score: Raw -5315266.903413 + Penalty 3507.050961 = -5311759.852453
  nChanged 754
		SP:Iteration 18Q (121734.420000 sec): 3 clusters
  Score: Raw -5315555.484338 + Penalty 3507.050961 = -5312048.433377
  nChanged 672
		SP:Iteration 19Q (121734.860000 sec): 3 clusters
  Score: Raw -5315822.394665 + Penalty 3507.050961 = -5312315.343705
  nChanged 527
		SP:Iteration 20F (121735.360000 sec): 3 clusters
  Score: Raw -5316033.014295 + Penalty 3507.050961 = -5312525.963334
  nChanged 476
		SP:Iteration 21Q (121735.750000 sec): 3 clusters
  Score: Raw -5316223.352870 + Penalty 3507.050961 = -5312716.301909
  nChanged 374
		SP:Iteration 22Q (121736.220000 sec): 3 clusters
  Score: Raw -5316366.088694 + Penalty 3507.050961 = -5312859.037734
  nChanged 257
		SP:Iteration 23Q (121736.640000 sec): 3 clusters
  Score: Raw -5316458.930811 + Penalty 3507.050961 = -5312951.879850
  nChanged 248
		SP:Iteration 24Q (121737.010000 sec): 3 clusters
  Score: Raw -5316549.274543 + Penalty 3507.050961 = -5313042.223583
  nChanged 213
		SP:Iteration 25Q (121737.390000 sec): 3 clusters
  Score: Raw -5316626.430889 + Penalty 3507.050961 = -5313119.379929
  nChanged 182
		SP:Iteration 26Q (121737.820000 sec): 3 clusters
  Score: Raw -5316695.474375 + Penalty 3507.050961 = -5313188.423415
  nChanged 157
		SP:Iteration 27Q (121738.220000 sec): 3 clusters
  Score: Raw -5316752.405761 + Penalty 3507.050961 = -5313245.354801
  nChanged 134
		SP:Iteration 28Q (121738.640000 sec): 3 clusters
  Score: Raw -5316799.052761 + Penalty 3507.050961 = -5313292.001800
  nChanged 105
		SP:Iteration 29Q (121739.120000 sec): 3 clusters
  Score: Raw -5316831.657404 + Penalty 3507.050961 = -5313324.606443
  nChanged 83
		SP:Iteration 30Q (121739.530000 sec): 3 clusters
  Score: Raw -5316853.874847 + Penalty 3507.050961 = -5313346.823887
  nChanged 60
		SP:Iteration 31Q (121739.960000 sec): 3 clusters
  Score: Raw -5316867.910830 + Penalty 3507.050961 = -5313360.859869
  nChanged 45
		SP:Iteration 32Q (121740.310000 sec): 3 clusters
  Score: Raw -5316879.618405 + Penalty 3507.050961 = -5313372.567444
  nChanged 35
		SP:Iteration 33Q (121740.700000 sec): 3 clusters
  Score: Raw -5316889.282947 + Penalty 3507.050961 = -5313382.231986
  nChanged 30
		SP:Iteration 34Q (121741.140000 sec): 3 clusters
  Score: Raw -5316895.895271 + Penalty 3507.050961 = -5313388.844310
  nChanged 21
		SP:Iteration 35Q (121741.550000 sec): 3 clusters
  Score: Raw -5316899.536524 + Penalty 3507.050961 = -5313392.485564
  nChanged 11
		SP:Iteration 36Q (121741.970000 sec): 3 clusters
  Score: Raw -5316901.325292 + Penalty 3507.050961 = -5313394.274332
  nChanged 12
		SP:Iteration 37Q (121742.380000 sec): 3 clusters
  Score: Raw -5316903.821459 + Penalty 3507.050961 = -5313396.770498
  nChanged 16
		SP:Iteration 38Q (121742.800000 sec): 3 clusters
  Score: Raw -5316907.403021 + Penalty 3507.050961 = -5313400.352061
  nChanged 26
		SP:Iteration 39Q (121743.180000 sec): 3 clusters
  Score: Raw -5316912.814318 + Penalty 3507.050961 = -5313405.763357
  nChanged 17
		SP:Iteration 40F (121743.610000 sec): 3 clusters
  Score: Raw -5316917.192407 + Penalty 3507.050961 = -5313410.141446
  nChanged 16
		SP:Iteration 41Q (121744.030000 sec): 3 clusters
  Score: Raw -5316919.940140 + Penalty 3507.050961 = -5313412.889179
  nChanged 10
		SP:Iteration 42Q (121744.420000 sec): 3 clusters
  Score: Raw -5316922.142505 + Penalty 3507.050961 = -5313415.091544
  nChanged 16
		SP:Iteration 43Q (121744.810000 sec): 3 clusters
  Score: Raw -5316926.256422 + Penalty 3507.050961 = -5313419.205461
  nChanged 17
		SP:Iteration 44Q (121745.190000 sec): 3 clusters
  Score: Raw -5316931.004311 + Penalty 3507.050961 = -5313423.953350
  nChanged 25
		SP:Iteration 45Q (121745.580000 sec): 3 clusters
  Score: Raw -5316936.842893 + Penalty 3507.050961 = -5313429.791932
  nChanged 22
		SP:Iteration 46Q (121745.970000 sec): 3 clusters
  Score: Raw -5316941.345256 + Penalty 3507.050961 = -5313434.294296
  nChanged 18
		SP:Iteration 47Q (121746.410000 sec): 3 clusters
  Score: Raw -5316944.321040 + Penalty 3507.050961 = -5313437.270079
  nChanged 8
		SP:Iteration 48Q (121746.770000 sec): 3 clusters
  Score: Raw -5316946.454282 + Penalty 3507.050961 = -5313439.403321
  nChanged 9
		SP:Iteration 49Q (121747.150000 sec): 3 clusters
  Score: Raw -5316948.345352 + Penalty 3507.050961 = -5313441.294391
  nChanged 6
		SP:Iteration 50Q (121747.460000 sec): 3 clusters
  Score: Raw -5316949.809586 + Penalty 3507.050961 = -5313442.758625
  nChanged 6
		SP:Iteration 51Q (121747.880000 sec): 3 clusters
  Score: Raw -5316950.852805 + Penalty 3507.050961 = -5313443.801844
  nChanged 4
		SP:Iteration 52Q (121748.270000 sec): 3 clusters
  Score: Raw -5316951.500285 + Penalty 3507.050961 = -5313444.449324
  nChanged 2
		SP:Iteration 53Q (121748.700000 sec): 3 clusters
  Score: Raw -5316951.799525 + Penalty 3507.050961 = -5313444.748564
  nChanged 4
		SP:Iteration 54Q (121749.110000 sec): 3 clusters
  Score: Raw -5316952.482470 + Penalty 3507.050961 = -5313445.431509
  nChanged 0
		SP:Iteration 55F (121749.520000 sec): 3 clusters
  Score: Raw -5316952.482470 + Penalty 3507.050961 = -5313445.431509
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121749.660000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121749.780000 sec): 3 clusters
  Score: Raw -22399.241872 + Penalty 1748.466640 = -20650.775232
  nChanged 30
		SP:Iteration 1F (121749.880000 sec): 3 clusters
  Score: Raw -22488.886198 + Penalty 1748.466640 = -20740.419558
  nChanged 9
		SP:Iteration 2Q (121749.980000 sec): 3 clusters
  Score: Raw -22514.794631 + Penalty 1748.466640 = -20766.327991
  nChanged 5
		SP:Iteration 3Q (121750.080000 sec): 3 clusters
  Score: Raw -22530.046941 + Penalty 1748.466640 = -20781.580302
  nChanged 0
		SP:Iteration 4F (121750.210000 sec): 3 clusters
  Score: Raw -22530.046941 + Penalty 1748.466640 = -20781.580302
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (121750.320000 sec): 2 clusters
  Score: Raw -351287.322918 + Penalty 1319.257073 = -349968.065844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (121750.480000 sec): 3 clusters
  Score: Raw -349747.458717 + Penalty 2638.514147 = -347108.944570
  nChanged 1288
		SP:Iteration 1F (121750.670000 sec): 3 clusters
  Score: Raw -350782.510231 + Penalty 2638.514147 = -348143.996084
  nChanged 309
		SP:Iteration 2F (121750.820000 sec): 3 clusters
  Score: Raw -351142.530981 + Penalty 2638.514147 = -348504.016834
  nChanged 271
		SP:Iteration 3F (121751.010000 sec): 3 clusters
  Score: Raw -351479.879721 + Penalty 2638.514147 = -348841.365574
  nChanged 242
		SP:Iteration 4F (121751.150000 sec): 3 clusters
  Score: Raw -351747.889748 + Penalty 2638.514147 = -349109.375601
  nChanged 191
		SP:Iteration 5F (121751.300000 sec): 3 clusters
  Score: Raw -351910.042445 + Penalty 2638.514147 = -349271.528298
  nChanged 139
		SP:Iteration 6Q (121751.450000 sec): 3 clusters
  Score: Raw -352023.081635 + Penalty 2638.514147 = -349384.567488
  nChanged 98
		SP:Iteration 7Q (121751.660000 sec): 3 clusters
  Score: Raw -352078.030726 + Penalty 2638.514147 = -349439.516579
  nChanged 58
		SP:Iteration 8Q (121751.840000 sec): 3 clusters
  Score: Raw -352102.011209 + Penalty 2638.514147 = -349463.497062
  nChanged 34
		SP:Iteration 9Q (121752.020000 sec): 3 clusters
  Score: Raw -352114.937807 + Penalty 2638.514147 = -349476.423660
  nChanged 21
		SP:Iteration 10Q (121752.140000 sec): 3 clusters
  Score: Raw -352123.419634 + Penalty 2638.514147 = -349484.905488
  nChanged 19
		SP:Iteration 11Q (121752.240000 sec): 3 clusters
  Score: Raw -352129.907195 + Penalty 2638.514147 = -349491.393048
  nChanged 20
		SP:Iteration 12Q (121752.380000 sec): 3 clusters
  Score: Raw -352136.480157 + Penalty 2638.514147 = -349497.966010
  nChanged 15
		SP:Iteration 13Q (121752.480000 sec): 3 clusters
  Score: Raw -352143.841964 + Penalty 2638.514147 = -349505.327817
  nChanged 17
		SP:Iteration 14Q (121752.620000 sec): 3 clusters
  Score: Raw -352151.043318 + Penalty 2638.514147 = -349512.529171
  nChanged 17
		SP:Iteration 15Q (121752.720000 sec): 3 clusters
  Score: Raw -352158.054742 + Penalty 2638.514147 = -349519.540595
  nChanged 15
		SP:Iteration 16Q (121752.880000 sec): 3 clusters
  Score: Raw -352162.686355 + Penalty 2638.514147 = -349524.172208
  nChanged 12
		SP:Iteration 17Q (121752.990000 sec): 3 clusters
  Score: Raw -352167.132316 + Penalty 2638.514147 = -349528.618169
  nChanged 13
		SP:Iteration 18Q (121753.140000 sec): 3 clusters
  Score: Raw -352171.694038 + Penalty 2638.514147 = -349533.179891
  nChanged 14
		SP:Iteration 19Q (121753.300000 sec): 3 clusters
  Score: Raw -352177.008047 + Penalty 2638.514147 = -349538.493900
  nChanged 14
		SP:Iteration 20F (121753.410000 sec): 3 clusters
  Score: Raw -352180.798332 + Penalty 2638.514147 = -349542.284185
  nChanged 10
		SP:Iteration 21Q (121753.530000 sec): 3 clusters
  Score: Raw -352183.462445 + Penalty 2638.514147 = -349544.948298
  nChanged 10
		SP:Iteration 22Q (121753.710000 sec): 3 clusters
  Score: Raw -352186.076878 + Penalty 2638.514147 = -349547.562731
  nChanged 13
		SP:Iteration 23Q (121753.860000 sec): 3 clusters
  Score: Raw -352190.273176 + Penalty 2638.514147 = -349551.759029
  nChanged 13
		SP:Iteration 24Q (121754.020000 sec): 3 clusters
  Score: Raw -352194.132000 + Penalty 2638.514147 = -349555.617853
  nChanged 12
		SP:Iteration 25Q (121754.180000 sec): 3 clusters
  Score: Raw -352196.391808 + Penalty 2638.514147 = -349557.877661
  nChanged 7
		SP:Iteration 26Q (121754.330000 sec): 3 clusters
  Score: Raw -352197.751960 + Penalty 2638.514147 = -349559.237813
  nChanged 9
		SP:Iteration 27Q (121754.470000 sec): 3 clusters
  Score: Raw -352200.381995 + Penalty 2638.514147 = -349561.867848
  nChanged 16
		SP:Iteration 28Q (121754.600000 sec): 3 clusters
  Score: Raw -352206.386145 + Penalty 2638.514147 = -349567.871998
  nChanged 9
		SP:Iteration 29Q (121754.760000 sec): 3 clusters
  Score: Raw -352208.673660 + Penalty 2638.514147 = -349570.159513
  nChanged 8
		SP:Iteration 30Q (121754.940000 sec): 3 clusters
  Score: Raw -352210.625326 + Penalty 2638.514147 = -349572.111179
  nChanged 7
		SP:Iteration 31Q (121755.050000 sec): 3 clusters
  Score: Raw -352211.940793 + Penalty 2638.514147 = -349573.426646
  nChanged 7
		SP:Iteration 32Q (121755.170000 sec): 3 clusters
  Score: Raw -352214.287140 + Penalty 2638.514147 = -349575.772993
  nChanged 9
		SP:Iteration 33Q (121755.320000 sec): 3 clusters
  Score: Raw -352216.959734 + Penalty 2638.514147 = -349578.445587
  nChanged 12
		SP:Iteration 34Q (121755.420000 sec): 3 clusters
  Score: Raw -352222.427909 + Penalty 2638.514147 = -349583.913762
  nChanged 18
		SP:Iteration 35Q (121755.520000 sec): 3 clusters
  Score: Raw -352233.107332 + Penalty 2638.514147 = -349594.593185
  nChanged 28
		SP:Iteration 36Q (121755.620000 sec): 3 clusters
  Score: Raw -352245.914466 + Penalty 2638.514147 = -349607.400319
  nChanged 27
		SP:Iteration 37Q (121755.760000 sec): 3 clusters
  Score: Raw -352259.048092 + Penalty 2638.514147 = -349620.533945
  nChanged 27
		SP:Iteration 38Q (121755.900000 sec): 3 clusters
  Score: Raw -352271.054419 + Penalty 2638.514147 = -349632.540272
  nChanged 21
		SP:Iteration 39Q (121756.080000 sec): 3 clusters
  Score: Raw -352280.038895 + Penalty 2638.514147 = -349641.524748
  nChanged 29
		SP:Iteration 40F (121756.210000 sec): 3 clusters
  Score: Raw -352291.006244 + Penalty 2638.514147 = -349652.492097
  nChanged 32
		SP:Iteration 41Q (121756.380000 sec): 3 clusters
  Score: Raw -352304.079390 + Penalty 2638.514147 = -349665.565243
  nChanged 20
		SP:Iteration 42Q (121756.520000 sec): 3 clusters
  Score: Raw -352311.342227 + Penalty 2638.514147 = -349672.828080
  nChanged 19
		SP:Iteration 43Q (121756.710000 sec): 3 clusters
  Score: Raw -352318.173603 + Penalty 2638.514147 = -349679.659456
  nChanged 16
		SP:Iteration 44Q (121756.850000 sec): 3 clusters
  Score: Raw -352323.675125 + Penalty 2638.514147 = -349685.160978
  nChanged 12
		SP:Iteration 45Q (121757.090000 sec): 3 clusters
  Score: Raw -352326.959826 + Penalty 2638.514147 = -349688.445679
  nChanged 8
		SP:Iteration 46Q (121757.180000 sec): 3 clusters
  Score: Raw -352328.493289 + Penalty 2638.514147 = -349689.979142
  nChanged 6
		SP:Iteration 47Q (121757.270000 sec): 3 clusters
  Score: Raw -352330.097423 + Penalty 2638.514147 = -349691.583276
  nChanged 4
		SP:Iteration 48Q (121757.360000 sec): 3 clusters
  Score: Raw -352330.810050 + Penalty 2638.514147 = -349692.295903
  nChanged 4
		SP:Iteration 49Q (121757.450000 sec): 3 clusters
  Score: Raw -352331.605976 + Penalty 2638.514147 = -349693.091830
  nChanged 7
		SP:Iteration 50Q (121757.540000 sec): 3 clusters
  Score: Raw -352332.832720 + Penalty 2638.514147 = -349694.318573
  nChanged 5
		SP:Iteration 51Q (121757.630000 sec): 3 clusters
  Score: Raw -352334.204500 + Penalty 2638.514147 = -349695.690353
  nChanged 7
		SP:Iteration 52Q (121757.780000 sec): 3 clusters
  Score: Raw -352336.530219 + Penalty 2638.514147 = -349698.016072
  nChanged 5
		SP:Iteration 53Q (121757.910000 sec): 3 clusters
  Score: Raw -352337.507053 + Penalty 2638.514147 = -349698.992906
  nChanged 0
		SP:Iteration 54F (121758.040000 sec): 3 clusters
  Score: Raw -352337.507053 + Penalty 2638.514147 = -349698.992906
  nChanged 0
Deleting Class 80 (146 points): Lose 878.382950 but Gain 2282.307903
Iteration 219Q (121935.130000 sec): 80 clusters
  Score: Raw -134105789.534934 + Penalty 180302.324342 = -133925487.210592
  nChanged 1001
Iteration 220F (122239.390000 sec): 80 clusters
  Score: Raw -134106640.886190 + Penalty 180302.324342 = -133926338.561849
  nChanged 941
Iteration 221Q (122438.230000 sec): 80 clusters
  Score: Raw -134106887.557941 + Penalty 180302.324342 = -133926585.233600
  nChanged 927
Iteration 222Q (122633.950000 sec): 80 clusters
  Score: Raw -134107023.424481 + Penalty 180302.324342 = -133926721.100139
  nChanged 922
Iteration 223Q (122791.180000 sec): 80 clusters
  Score: Raw -134107119.143432 + Penalty 180302.324342 = -133926816.819090
  nChanged 881
Iteration 224Q (122942.590000 sec): 80 clusters
  Score: Raw -134107198.703633 + Penalty 180302.324342 = -133926896.379291
  nChanged 911
Iteration 225Q (123092.330000 sec): 80 clusters
  Score: Raw -134107270.276221 + Penalty 180302.324342 = -133926967.951880
  nChanged 922
Iteration 226Q (123240.370000 sec): 80 clusters
  Score: Raw -134107336.050431 + Penalty 180302.324342 = -133927033.726089
  nChanged 864
Iteration 227Q (123381.730000 sec): 80 clusters
  Score: Raw -134107391.822720 + Penalty 180302.324342 = -133927089.498378
  nChanged 807
Iteration 228Q (123533.050000 sec): 80 clusters
  Score: Raw -134107440.558242 + Penalty 180302.324342 = -133927138.233900
  nChanged 837
Iteration 229Q (123681.220000 sec): 80 clusters
  Score: Raw -134107485.879012 + Penalty 180302.324342 = -133927183.554671
  nChanged 844
Iteration 230Q (123827.480000 sec): 80 clusters
  Score: Raw -134107526.980597 + Penalty 180302.324342 = -133927224.656256
  nChanged 830
Iteration 231Q (123976.310000 sec): 80 clusters
  Score: Raw -134107570.688409 + Penalty 180302.324342 = -133927268.364067
  nChanged 815
Iteration 232Q (124124.600000 sec): 80 clusters
  Score: Raw -134107610.848748 + Penalty 180302.324342 = -133927308.524406
  nChanged 753
Iteration 233Q (124273.060000 sec): 80 clusters
  Score: Raw -134107643.995026 + Penalty 180302.324342 = -133927341.670684
  nChanged 749
Iteration 234Q (124426.820000 sec): 80 clusters
  Score: Raw -134107676.423305 + Penalty 180302.324342 = -133927374.098963
  nChanged 719
Iteration 235Q (124579.090000 sec): 80 clusters
  Score: Raw -134107704.158826 + Penalty 180302.324342 = -133927401.834484
  nChanged 671
Iteration 236Q (124724.650000 sec): 80 clusters
  Score: Raw -134107729.713582 + Penalty 180302.324342 = -133927427.389241
  nChanged 657
Iteration 237Q (124878.320000 sec): 80 clusters
  Score: Raw -134107752.144599 + Penalty 180302.324342 = -133927449.820257
  nChanged 628
Iteration 238Q (125030.310000 sec): 80 clusters
  Score: Raw -134107774.737095 + Penalty 180302.324342 = -133927472.412753
  nChanged 614
Iteration 239Q (125181.160000 sec): 80 clusters
  Score: Raw -134107796.753105 + Penalty 180302.324342 = -133927494.428763
  nChanged 616
Iteration 240F (125411.040000 sec): 80 clusters
  Score: Raw -134107820.629579 + Penalty 180302.324342 = -133927518.305237
  nChanged 583
Iteration 241Q (125561.930000 sec): 80 clusters
  Score: Raw -134107840.941108 + Penalty 180302.324342 = -133927538.616766
  nChanged 563
Iteration 242Q (125709.690000 sec): 80 clusters
  Score: Raw -134107859.693340 + Penalty 180302.324342 = -133927557.368998
  nChanged 561
Iteration 243Q (125854.170000 sec): 80 clusters
  Score: Raw -134107885.222228 + Penalty 180302.324342 = -133927582.897886
  nChanged 629
Iteration 244Q (125994.560000 sec): 80 clusters
  Score: Raw -134107910.221192 + Penalty 180302.324342 = -133927607.896850
  nChanged 606
Iteration 245Q (126145.260000 sec): 80 clusters
  Score: Raw -134107935.914724 + Penalty 180302.324342 = -133927633.590383
  nChanged 635
Iteration 246Q (126291.870000 sec): 80 clusters
  Score: Raw -134107961.836618 + Penalty 180302.324342 = -133927659.512276
  nChanged 617
Iteration 247Q (126440.230000 sec): 80 clusters
  Score: Raw -134107984.588557 + Penalty 180302.324342 = -133927682.264215
  nChanged 584
Iteration 248Q (126584.110000 sec): 80 clusters
  Score: Raw -134108004.025722 + Penalty 180302.324342 = -133927701.701380
  nChanged 556
Iteration 249Q (126734.010000 sec): 80 clusters
  Score: Raw -134108021.463562 + Penalty 180302.324342 = -133927719.139220
  nChanged 506
Iteration 250Q (126883.530000 sec): 80 clusters
  Score: Raw -134108038.370044 + Penalty 180302.324342 = -133927736.045702
  nChanged 534
Iteration 251Q (127032.490000 sec): 80 clusters
  Score: Raw -134108055.736037 + Penalty 180302.324342 = -133927753.411695
  nChanged 529
Iteration 252Q (127180.640000 sec): 80 clusters
  Score: Raw -134108071.680926 + Penalty 180302.324342 = -133927769.356585
  nChanged 467
Iteration 253Q (127322.400000 sec): 80 clusters
  Score: Raw -134108085.940356 + Penalty 180302.324342 = -133927783.616015
  nChanged 480
Iteration 254Q (127458.530000 sec): 80 clusters
  Score: Raw -134108099.738234 + Penalty 180302.324342 = -133927797.413892
  nChanged 468
Iteration 255Q (127610.330000 sec): 80 clusters
  Score: Raw -134108113.144294 + Penalty 180302.324342 = -133927810.819952
  nChanged 473
Iteration 256Q (127765.780000 sec): 80 clusters
  Score: Raw -134108129.345211 + Penalty 180302.324342 = -133927827.020869
  nChanged 513
Iteration 257Q (127915.100000 sec): 80 clusters
  Score: Raw -134108146.042784 + Penalty 180302.324342 = -133927843.718442
  nChanged 492
Iteration 258Q (128062.350000 sec): 80 clusters
  Score: Raw -134108161.339579 + Penalty 180302.324342 = -133927859.015237
  nChanged 451
Writing temp clu file 
Because OldScore, -133927843.718442, is greater than current (better) Score,-133927859.015237 
 Compute initial score before splitting:   Score: Raw -134108161.339579 + Penalty 180302.324342 = -133927859.015237
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128062.870000 sec): 2 clusters
  Score: Raw -658615.939446 + Penalty 1420.512588 = -657195.426859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128063.040000 sec): 3 clusters
  Score: Raw -655319.239716 + Penalty 2841.025175 = -652478.214540
  nChanged 2562
		SP:Iteration 1F (128063.240000 sec): 3 clusters
  Score: Raw -656754.186229 + Penalty 2841.025175 = -653913.161053
  nChanged 459
		SP:Iteration 2F (128063.440000 sec): 3 clusters
  Score: Raw -656998.429444 + Penalty 2841.025175 = -654157.404269
  nChanged 351
		SP:Iteration 3F (128063.650000 sec): 3 clusters
  Score: Raw -657195.269785 + Penalty 2841.025175 = -654354.244610
  nChanged 316
		SP:Iteration 4F (128063.850000 sec): 3 clusters
  Score: Raw -657375.917707 + Penalty 2841.025175 = -654534.892531
  nChanged 300
		SP:Iteration 5Q (128064.040000 sec): 3 clusters
  Score: Raw -657553.816412 + Penalty 2841.025175 = -654712.791237
  nChanged 269
		SP:Iteration 6Q (128064.240000 sec): 3 clusters
  Score: Raw -657699.012926 + Penalty 2841.025175 = -654857.987750
  nChanged 232
		SP:Iteration 7Q (128064.430000 sec): 3 clusters
  Score: Raw -657822.776028 + Penalty 2841.025175 = -654981.750853
  nChanged 199
		SP:Iteration 8Q (128064.650000 sec): 3 clusters
  Score: Raw -657916.375145 + Penalty 2841.025175 = -655075.349970
  nChanged 187
		SP:Iteration 9Q (128064.850000 sec): 3 clusters
  Score: Raw -658016.267245 + Penalty 2841.025175 = -655175.242070
  nChanged 200
		SP:Iteration 10Q (128065.030000 sec): 3 clusters
  Score: Raw -658144.250212 + Penalty 2841.025175 = -655303.225037
  nChanged 225
		SP:Iteration 11Q (128065.250000 sec): 3 clusters
  Score: Raw -658297.511487 + Penalty 2841.025175 = -655456.486312
  nChanged 230
		SP:Iteration 12Q (128065.440000 sec): 3 clusters
  Score: Raw -658495.390080 + Penalty 2841.025175 = -655654.364904
  nChanged 224
		SP:Iteration 13Q (128065.670000 sec): 3 clusters
  Score: Raw -658723.570186 + Penalty 2841.025175 = -655882.545010
  nChanged 213
		SP:Iteration 14Q (128065.840000 sec): 3 clusters
  Score: Raw -658876.731728 + Penalty 2841.025175 = -656035.706552
  nChanged 170
		SP:Iteration 15Q (128066.060000 sec): 3 clusters
  Score: Raw -658978.720392 + Penalty 2841.025175 = -656137.695216
  nChanged 144
		SP:Iteration 16Q (128066.240000 sec): 3 clusters
  Score: Raw -659054.855722 + Penalty 2841.025175 = -656213.830546
  nChanged 111
		SP:Iteration 17Q (128066.430000 sec): 3 clusters
  Score: Raw -659101.165413 + Penalty 2841.025175 = -656260.140237
  nChanged 82
		SP:Iteration 18Q (128066.600000 sec): 3 clusters
  Score: Raw -659129.254807 + Penalty 2841.025175 = -656288.229632
  nChanged 67
		SP:Iteration 19Q (128066.770000 sec): 3 clusters
  Score: Raw -659148.566334 + Penalty 2841.025175 = -656307.541159
  nChanged 54
		SP:Iteration 20F (128066.950000 sec): 3 clusters
  Score: Raw -659164.818565 + Penalty 2841.025175 = -656323.793390
  nChanged 45
		SP:Iteration 21Q (128067.180000 sec): 3 clusters
  Score: Raw -659182.624040 + Penalty 2841.025175 = -656341.598865
  nChanged 57
		SP:Iteration 22Q (128067.360000 sec): 3 clusters
  Score: Raw -659202.938648 + Penalty 2841.025175 = -656361.913473
  nChanged 45
		SP:Iteration 23Q (128067.540000 sec): 3 clusters
  Score: Raw -659219.687308 + Penalty 2841.025175 = -656378.662132
  nChanged 43
		SP:Iteration 24Q (128067.740000 sec): 3 clusters
  Score: Raw -659236.455456 + Penalty 2841.025175 = -656395.430281
  nChanged 35
		SP:Iteration 25Q (128067.950000 sec): 3 clusters
  Score: Raw -659245.893001 + Penalty 2841.025175 = -656404.867825
  nChanged 37
		SP:Iteration 26Q (128068.160000 sec): 3 clusters
  Score: Raw -659254.501053 + Penalty 2841.025175 = -656413.475878
  nChanged 29
		SP:Iteration 27Q (128068.340000 sec): 3 clusters
  Score: Raw -659260.653214 + Penalty 2841.025175 = -656419.628038
  nChanged 24
		SP:Iteration 28Q (128068.570000 sec): 3 clusters
  Score: Raw -659267.666764 + Penalty 2841.025175 = -656426.641589
  nChanged 32
		SP:Iteration 29Q (128068.740000 sec): 3 clusters
  Score: Raw -659273.998649 + Penalty 2841.025175 = -656432.973474
  nChanged 20
		SP:Iteration 30Q (128068.950000 sec): 3 clusters
  Score: Raw -659277.605715 + Penalty 2841.025175 = -656436.580540
  nChanged 12
		SP:Iteration 31Q (128069.110000 sec): 3 clusters
  Score: Raw -659279.962941 + Penalty 2841.025175 = -656438.937766
  nChanged 8
		SP:Iteration 32Q (128069.340000 sec): 3 clusters
  Score: Raw -659281.474861 + Penalty 2841.025175 = -656440.449686
  nChanged 14
		SP:Iteration 33Q (128069.500000 sec): 3 clusters
  Score: Raw -659284.317056 + Penalty 2841.025175 = -656443.291880
  nChanged 15
		SP:Iteration 34Q (128069.740000 sec): 3 clusters
  Score: Raw -659287.203819 + Penalty 2841.025175 = -656446.178644
  nChanged 12
		SP:Iteration 35Q (128069.920000 sec): 3 clusters
  Score: Raw -659289.216691 + Penalty 2841.025175 = -656448.191516
  nChanged 8
		SP:Iteration 36Q (128070.100000 sec): 3 clusters
  Score: Raw -659291.353955 + Penalty 2841.025175 = -656450.328780
  nChanged 9
		SP:Iteration 37Q (128070.310000 sec): 3 clusters
  Score: Raw -659293.697328 + Penalty 2841.025175 = -656452.672153
  nChanged 8
		SP:Iteration 38Q (128070.490000 sec): 3 clusters
  Score: Raw -659295.248166 + Penalty 2841.025175 = -656454.222991
  nChanged 9
		SP:Iteration 39Q (128070.680000 sec): 3 clusters
  Score: Raw -659297.234561 + Penalty 2841.025175 = -656456.209385
  nChanged 8
		SP:Iteration 40F (128070.880000 sec): 3 clusters
  Score: Raw -659298.615801 + Penalty 2841.025175 = -656457.590626
  nChanged 10
		SP:Iteration 41Q (128071.080000 sec): 3 clusters
  Score: Raw -659300.693946 + Penalty 2841.025175 = -656459.668771
  nChanged 9
		SP:Iteration 42Q (128071.300000 sec): 3 clusters
  Score: Raw -659302.224866 + Penalty 2841.025175 = -656461.199691
  nChanged 7
		SP:Iteration 43Q (128071.520000 sec): 3 clusters
  Score: Raw -659303.344939 + Penalty 2841.025175 = -656462.319764
  nChanged 2
		SP:Iteration 44Q (128071.690000 sec): 3 clusters
  Score: Raw -659303.571849 + Penalty 2841.025175 = -656462.546674
  nChanged 1
		SP:Iteration 45Q (128071.900000 sec): 3 clusters
  Score: Raw -659303.686550 + Penalty 2841.025175 = -656462.661374
  nChanged 1
		SP:Iteration 46Q (128072.070000 sec): 3 clusters
  Score: Raw -659304.026148 + Penalty 2841.025175 = -656463.000972
  nChanged 3
		SP:Iteration 47Q (128072.290000 sec): 3 clusters
  Score: Raw -659304.450413 + Penalty 2841.025175 = -656463.425238
  nChanged 5
		SP:Iteration 48Q (128072.470000 sec): 3 clusters
  Score: Raw -659305.166869 + Penalty 2841.025175 = -656464.141694
  nChanged 6
		SP:Iteration 49Q (128072.680000 sec): 3 clusters
  Score: Raw -659306.362796 + Penalty 2841.025175 = -656465.337621
  nChanged 10
		SP:Iteration 50Q (128072.850000 sec): 3 clusters
  Score: Raw -659308.171984 + Penalty 2841.025175 = -656467.146809
  nChanged 3
		SP:Iteration 51Q (128073.010000 sec): 3 clusters
  Score: Raw -659308.901879 + Penalty 2841.025175 = -656467.876703
  nChanged 4
		SP:Iteration 52Q (128073.180000 sec): 3 clusters
  Score: Raw -659309.645707 + Penalty 2841.025175 = -656468.620531
  nChanged 2
		SP:Iteration 53Q (128073.400000 sec): 3 clusters
  Score: Raw -659309.794087 + Penalty 2841.025175 = -656468.768912
  nChanged 0
		SP:Iteration 54F (128073.570000 sec): 3 clusters
  Score: Raw -659309.794087 + Penalty 2841.025175 = -656468.768912
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128073.690000 sec): 2 clusters
  Score: Raw -163005.360260 + Penalty 1192.780361 = -161812.579899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128073.830000 sec): 3 clusters
  Score: Raw -162404.480554 + Penalty 2385.560721 = -160018.919833
  nChanged 543
		SP:Iteration 1F (128074.030000 sec): 3 clusters
  Score: Raw -162859.960112 + Penalty 2385.560721 = -160474.399391
  nChanged 141
		SP:Iteration 2F (128074.180000 sec): 3 clusters
  Score: Raw -163038.608662 + Penalty 2385.560721 = -160653.047941
  nChanged 109
		SP:Iteration 3F (128074.390000 sec): 3 clusters
  Score: Raw -163194.240587 + Penalty 2385.560721 = -160808.679866
  nChanged 101
		SP:Iteration 4F (128074.550000 sec): 3 clusters
  Score: Raw -163342.279419 + Penalty 2385.560721 = -160956.718698
  nChanged 70
		SP:Iteration 5Q (128074.720000 sec): 3 clusters
  Score: Raw -163439.382652 + Penalty 2385.560721 = -161053.821931
  nChanged 56
		SP:Iteration 6Q (128074.910000 sec): 3 clusters
  Score: Raw -163517.097444 + Penalty 2385.560721 = -161131.536722
  nChanged 33
		SP:Iteration 7Q (128075.060000 sec): 3 clusters
  Score: Raw -163569.125473 + Penalty 2385.560721 = -161183.564752
  nChanged 33
		SP:Iteration 8Q (128075.240000 sec): 3 clusters
  Score: Raw -163608.732424 + Penalty 2385.560721 = -161223.171703
  nChanged 29
		SP:Iteration 9Q (128075.380000 sec): 3 clusters
  Score: Raw -163642.954672 + Penalty 2385.560721 = -161257.393950
  nChanged 26
		SP:Iteration 10Q (128075.550000 sec): 3 clusters
  Score: Raw -163674.145559 + Penalty 2385.560721 = -161288.584837
  nChanged 23
		SP:Iteration 11Q (128075.710000 sec): 3 clusters
  Score: Raw -163694.134943 + Penalty 2385.560721 = -161308.574222
  nChanged 16
		SP:Iteration 12Q (128075.890000 sec): 3 clusters
  Score: Raw -163706.610272 + Penalty 2385.560721 = -161321.049551
  nChanged 19
		SP:Iteration 13Q (128076.080000 sec): 3 clusters
  Score: Raw -163722.505578 + Penalty 2385.560721 = -161336.944857
  nChanged 11
		SP:Iteration 14Q (128076.260000 sec): 3 clusters
  Score: Raw -163731.705276 + Penalty 2385.560721 = -161346.144555
  nChanged 11
		SP:Iteration 15Q (128076.420000 sec): 3 clusters
  Score: Raw -163738.427523 + Penalty 2385.560721 = -161352.866801
  nChanged 4
		SP:Iteration 16Q (128076.620000 sec): 3 clusters
  Score: Raw -163742.214787 + Penalty 2385.560721 = -161356.654066
  nChanged 1
		SP:Iteration 17Q (128076.840000 sec): 3 clusters
  Score: Raw -163742.513059 + Penalty 2385.560721 = -161356.952338
  nChanged 0
		SP:Iteration 18F (128077.000000 sec): 3 clusters
  Score: Raw -163742.513059 + Penalty 2385.560721 = -161356.952338
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128077.080000 sec): 2 clusters
  Score: Raw -254870.312774 + Penalty 1261.145144 = -253609.167629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128077.250000 sec): 3 clusters
  Score: Raw -253826.449571 + Penalty 2522.290289 = -251304.159283
  nChanged 858
		SP:Iteration 1F (128077.400000 sec): 3 clusters
  Score: Raw -254371.250570 + Penalty 2522.290289 = -251848.960281
  nChanged 166
		SP:Iteration 2F (128077.580000 sec): 3 clusters
  Score: Raw -254487.993420 + Penalty 2522.290289 = -251965.703131
  nChanged 111
		SP:Iteration 3Q (128077.800000 sec): 3 clusters
  Score: Raw -254559.953699 + Penalty 2522.290289 = -252037.663411
  nChanged 84
		SP:Iteration 4Q (128077.990000 sec): 3 clusters
  Score: Raw -254631.034377 + Penalty 2522.290289 = -252108.744088
  nChanged 82
		SP:Iteration 5Q (128078.150000 sec): 3 clusters
  Score: Raw -254696.315653 + Penalty 2522.290289 = -252174.025364
  nChanged 64
		SP:Iteration 6Q (128078.320000 sec): 3 clusters
  Score: Raw -254734.929130 + Penalty 2522.290289 = -252212.638841
  nChanged 54
		SP:Iteration 7Q (128078.500000 sec): 3 clusters
  Score: Raw -254769.443388 + Penalty 2522.290289 = -252247.153099
  nChanged 51
		SP:Iteration 8Q (128078.680000 sec): 3 clusters
  Score: Raw -254807.746103 + Penalty 2522.290289 = -252285.455815
  nChanged 47
		SP:Iteration 9Q (128078.890000 sec): 3 clusters
  Score: Raw -254836.985729 + Penalty 2522.290289 = -252314.695440
  nChanged 39
		SP:Iteration 10Q (128079.030000 sec): 3 clusters
  Score: Raw -254865.338678 + Penalty 2522.290289 = -252343.048390
  nChanged 42
		SP:Iteration 11Q (128079.230000 sec): 3 clusters
  Score: Raw -254892.320750 + Penalty 2522.290289 = -252370.030462
  nChanged 37
		SP:Iteration 12Q (128079.360000 sec): 3 clusters
  Score: Raw -254918.422689 + Penalty 2522.290289 = -252396.132400
  nChanged 32
		SP:Iteration 13Q (128079.560000 sec): 3 clusters
  Score: Raw -254936.997230 + Penalty 2522.290289 = -252414.706941
  nChanged 31
		SP:Iteration 14Q (128079.720000 sec): 3 clusters
  Score: Raw -254955.062616 + Penalty 2522.290289 = -252432.772328
  nChanged 25
		SP:Iteration 15Q (128079.900000 sec): 3 clusters
  Score: Raw -254972.659859 + Penalty 2522.290289 = -252450.369570
  nChanged 23
		SP:Iteration 16Q (128080.050000 sec): 3 clusters
  Score: Raw -254987.312110 + Penalty 2522.290289 = -252465.021821
  nChanged 20
		SP:Iteration 17Q (128080.260000 sec): 3 clusters
  Score: Raw -254996.078300 + Penalty 2522.290289 = -252473.788012
  nChanged 18
		SP:Iteration 18Q (128080.440000 sec): 3 clusters
  Score: Raw -255007.619039 + Penalty 2522.290289 = -252485.328750
  nChanged 18
		SP:Iteration 19Q (128080.600000 sec): 3 clusters
  Score: Raw -255018.384003 + Penalty 2522.290289 = -252496.093714
  nChanged 20
		SP:Iteration 20F (128080.820000 sec): 3 clusters
  Score: Raw -255027.832952 + Penalty 2522.290289 = -252505.542663
  nChanged 20
		SP:Iteration 21Q (128080.990000 sec): 3 clusters
  Score: Raw -255037.262161 + Penalty 2522.290289 = -252514.971872
  nChanged 20
		SP:Iteration 22Q (128081.160000 sec): 3 clusters
  Score: Raw -255047.133873 + Penalty 2522.290289 = -252524.843584
  nChanged 14
		SP:Iteration 23Q (128081.310000 sec): 3 clusters
  Score: Raw -255054.062852 + Penalty 2522.290289 = -252531.772564
  nChanged 17
		SP:Iteration 24Q (128081.470000 sec): 3 clusters
  Score: Raw -255067.480221 + Penalty 2522.290289 = -252545.189932
  nChanged 21
		SP:Iteration 25Q (128081.700000 sec): 3 clusters
  Score: Raw -255082.423614 + Penalty 2522.290289 = -252560.133325
  nChanged 32
		SP:Iteration 26Q (128081.890000 sec): 3 clusters
  Score: Raw -255101.671424 + Penalty 2522.290289 = -252579.381136
  nChanged 20
		SP:Iteration 27Q (128082.060000 sec): 3 clusters
  Score: Raw -255111.782161 + Penalty 2522.290289 = -252589.491872
  nChanged 16
		SP:Iteration 28Q (128082.230000 sec): 3 clusters
  Score: Raw -255117.371928 + Penalty 2522.290289 = -252595.081640
  nChanged 11
		SP:Iteration 29Q (128082.400000 sec): 3 clusters
  Score: Raw -255123.758574 + Penalty 2522.290289 = -252601.468286
  nChanged 19
		SP:Iteration 30Q (128082.630000 sec): 3 clusters
  Score: Raw -255134.140670 + Penalty 2522.290289 = -252611.850381
  nChanged 14
		SP:Iteration 31Q (128082.750000 sec): 3 clusters
  Score: Raw -255140.658387 + Penalty 2522.290289 = -252618.368098
  nChanged 13
		SP:Iteration 32Q (128082.950000 sec): 3 clusters
  Score: Raw -255147.545367 + Penalty 2522.290289 = -252625.255078
  nChanged 10
		SP:Iteration 33Q (128083.090000 sec): 3 clusters
  Score: Raw -255152.269245 + Penalty 2522.290289 = -252629.978957
  nChanged 9
		SP:Iteration 34Q (128083.220000 sec): 3 clusters
  Score: Raw -255157.300216 + Penalty 2522.290289 = -252635.009927
  nChanged 10
		SP:Iteration 35Q (128083.400000 sec): 3 clusters
  Score: Raw -255163.456837 + Penalty 2522.290289 = -252641.166549
  nChanged 12
		SP:Iteration 36Q (128083.580000 sec): 3 clusters
  Score: Raw -255171.540384 + Penalty 2522.290289 = -252649.250096
  nChanged 11
		SP:Iteration 37Q (128083.720000 sec): 3 clusters
  Score: Raw -255177.504395 + Penalty 2522.290289 = -252655.214107
  nChanged 13
		SP:Iteration 38Q (128083.830000 sec): 3 clusters
  Score: Raw -255184.918067 + Penalty 2522.290289 = -252662.627778
  nChanged 11
		SP:Iteration 39Q (128083.960000 sec): 3 clusters
  Score: Raw -255189.453635 + Penalty 2522.290289 = -252667.163347
  nChanged 6
		SP:Iteration 40F (128084.140000 sec): 3 clusters
  Score: Raw -255192.916852 + Penalty 2522.290289 = -252670.626564
  nChanged 14
		SP:Iteration 41Q (128084.290000 sec): 3 clusters
  Score: Raw -255198.984571 + Penalty 2522.290289 = -252676.694282
  nChanged 11
		SP:Iteration 42Q (128084.520000 sec): 3 clusters
  Score: Raw -255204.291896 + Penalty 2522.290289 = -252682.001607
  nChanged 10
		SP:Iteration 43Q (128084.700000 sec): 3 clusters
  Score: Raw -255208.886859 + Penalty 2522.290289 = -252686.596570
  nChanged 8
		SP:Iteration 44Q (128084.850000 sec): 3 clusters
  Score: Raw -255212.721554 + Penalty 2522.290289 = -252690.431265
  nChanged 10
		SP:Iteration 45Q (128085.040000 sec): 3 clusters
  Score: Raw -255217.118654 + Penalty 2522.290289 = -252694.828365
  nChanged 13
		SP:Iteration 46Q (128085.220000 sec): 3 clusters
  Score: Raw -255224.670650 + Penalty 2522.290289 = -252702.380361
  nChanged 13
		SP:Iteration 47Q (128085.460000 sec): 3 clusters
  Score: Raw -255232.451169 + Penalty 2522.290289 = -252710.160880
  nChanged 13
		SP:Iteration 48Q (128085.580000 sec): 3 clusters
  Score: Raw -255242.227354 + Penalty 2522.290289 = -252719.937065
  nChanged 13
		SP:Iteration 49Q (128085.760000 sec): 3 clusters
  Score: Raw -255248.585133 + Penalty 2522.290289 = -252726.294844
  nChanged 6
		SP:Iteration 50Q (128085.900000 sec): 3 clusters
  Score: Raw -255251.105320 + Penalty 2522.290289 = -252728.815032
  nChanged 9
		SP:Iteration 51Q (128086.080000 sec): 3 clusters
  Score: Raw -255256.230863 + Penalty 2522.290289 = -252733.940575
  nChanged 13
		SP:Iteration 52Q (128086.280000 sec): 3 clusters
  Score: Raw -255264.335103 + Penalty 2522.290289 = -252742.044814
  nChanged 14
		SP:Iteration 53Q (128086.460000 sec): 3 clusters
  Score: Raw -255271.561065 + Penalty 2522.290289 = -252749.270776
  nChanged 14
		SP:Iteration 54Q (128086.640000 sec): 3 clusters
  Score: Raw -255279.249567 + Penalty 2522.290289 = -252756.959278
  nChanged 19
		SP:Iteration 55Q (128086.800000 sec): 3 clusters
  Score: Raw -255289.857224 + Penalty 2522.290289 = -252767.566935
  nChanged 14
		SP:Iteration 56Q (128086.960000 sec): 3 clusters
  Score: Raw -255295.888533 + Penalty 2522.290289 = -252773.598244
  nChanged 7
		SP:Iteration 57Q (128087.150000 sec): 3 clusters
  Score: Raw -255298.406844 + Penalty 2522.290289 = -252776.116556
  nChanged 8
		SP:Iteration 58Q (128087.290000 sec): 3 clusters
  Score: Raw -255300.635473 + Penalty 2522.290289 = -252778.345184
  nChanged 3
		SP:Iteration 59Q (128087.490000 sec): 3 clusters
  Score: Raw -255302.292613 + Penalty 2522.290289 = -252780.002325
  nChanged 3
		SP:Iteration 60F (128087.680000 sec): 3 clusters
  Score: Raw -255303.809297 + Penalty 2522.290289 = -252781.519009
  nChanged 3
		SP:Iteration 61Q (128087.880000 sec): 3 clusters
  Score: Raw -255306.413845 + Penalty 2522.290289 = -252784.123556
  nChanged 6
		SP:Iteration 62Q (128088.040000 sec): 3 clusters
  Score: Raw -255310.320706 + Penalty 2522.290289 = -252788.030418
  nChanged 5
		SP:Iteration 63Q (128088.220000 sec): 3 clusters
  Score: Raw -255312.020193 + Penalty 2522.290289 = -252789.729905
  nChanged 0
		SP:Iteration 64F (128088.400000 sec): 3 clusters
  Score: Raw -255312.020193 + Penalty 2522.290289 = -252789.729905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (333169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128090.100000 sec): 2 clusters
  Score: Raw -37274787.934288 + Penalty 2066.415837 = -37272721.518451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128091.910000 sec): 3 clusters
  Score: Raw -37051645.417568 + Penalty 4132.831673 = -37047512.585895
  nChanged 162789
		SP:Iteration 1F (128093.880000 sec): 3 clusters
  Score: Raw -37148614.568254 + Penalty 4132.831673 = -37144481.736581
  nChanged 8507
		SP:Iteration 2Q (128095.990000 sec): 3 clusters
  Score: Raw -37150290.355145 + Penalty 4132.831673 = -37146157.523472
  nChanged 9063
		SP:Iteration 3Q (128098.150000 sec): 3 clusters
  Score: Raw -37152372.938592 + Penalty 4132.831673 = -37148240.106919
  nChanged 10211
		SP:Iteration 4Q (128100.470000 sec): 3 clusters
  Score: Raw -37155153.231133 + Penalty 4132.831673 = -37151020.399460
  nChanged 12093
		SP:Iteration 5Q (128102.850000 sec): 3 clusters
  Score: Raw -37159275.082778 + Penalty 4132.831673 = -37155142.251105
  nChanged 15048
		SP:Iteration 6Q (128104.890000 sec): 3 clusters
  Score: Raw -37166019.503291 + Penalty 4132.831673 = -37161886.671618
  nChanged 19978
		SP:Iteration 7F (128106.940000 sec): 3 clusters
  Score: Raw -37177768.399344 + Penalty 4132.831673 = -37173635.567671
  nChanged 25447
		SP:Iteration 8F (128109.060000 sec): 3 clusters
  Score: Raw -37196707.357360 + Penalty 4132.831673 = -37192574.525687
  nChanged 28300
		SP:Iteration 9F (128110.990000 sec): 3 clusters
  Score: Raw -37221440.367334 + Penalty 4132.831673 = -37217307.535661
  nChanged 25134
		SP:Iteration 10F (128112.780000 sec): 3 clusters
  Score: Raw -37245038.537270 + Penalty 4132.831673 = -37240905.705597
  nChanged 17073
		SP:Iteration 11F (128114.450000 sec): 3 clusters
  Score: Raw -37261066.548911 + Penalty 4132.831673 = -37256933.717238
  nChanged 9166
		SP:Iteration 12Q (128116.060000 sec): 3 clusters
  Score: Raw -37269266.345064 + Penalty 4132.831673 = -37265133.513391
  nChanged 4094
		SP:Iteration 13Q (128117.650000 sec): 3 clusters
  Score: Raw -37272654.286376 + Penalty 4132.831673 = -37268521.454703
  nChanged 1742
		SP:Iteration 14Q (128119.140000 sec): 3 clusters
  Score: Raw -37273989.051231 + Penalty 4132.831673 = -37269856.219558
  nChanged 750
		SP:Iteration 15Q (128120.910000 sec): 3 clusters
  Score: Raw -37274504.393446 + Penalty 4132.831673 = -37270371.561773
  nChanged 386
		SP:Iteration 16Q (128122.900000 sec): 3 clusters
  Score: Raw -37274766.652430 + Penalty 4132.831673 = -37270633.820757
  nChanged 226
		SP:Iteration 17Q (128124.700000 sec): 3 clusters
  Score: Raw -37274920.468533 + Penalty 4132.831673 = -37270787.636860
  nChanged 152
		SP:Iteration 18Q (128126.530000 sec): 3 clusters
  Score: Raw -37275012.866348 + Penalty 4132.831673 = -37270880.034675
  nChanged 104
		SP:Iteration 19Q (128128.300000 sec): 3 clusters
  Score: Raw -37275069.889182 + Penalty 4132.831673 = -37270937.057509
  nChanged 67
		SP:Iteration 20F (128130.220000 sec): 3 clusters
  Score: Raw -37275107.172996 + Penalty 4132.831673 = -37270974.341323
  nChanged 40
		SP:Iteration 21Q (128132.010000 sec): 3 clusters
  Score: Raw -37275129.483916 + Penalty 4132.831673 = -37270996.652243
  nChanged 42
		SP:Iteration 22Q (128133.880000 sec): 3 clusters
  Score: Raw -37275148.571028 + Penalty 4132.831673 = -37271015.739355
  nChanged 33
		SP:Iteration 23Q (128135.710000 sec): 3 clusters
  Score: Raw -37275163.336236 + Penalty 4132.831673 = -37271030.504563
  nChanged 24
		SP:Iteration 24Q (128137.400000 sec): 3 clusters
  Score: Raw -37275175.690085 + Penalty 4132.831673 = -37271042.858412
  nChanged 24
		SP:Iteration 25Q (128139.230000 sec): 3 clusters
  Score: Raw -37275186.922595 + Penalty 4132.831673 = -37271054.090922
  nChanged 31
		SP:Iteration 26Q (128140.950000 sec): 3 clusters
  Score: Raw -37275201.643901 + Penalty 4132.831673 = -37271068.812228
  nChanged 24
		SP:Iteration 27Q (128142.880000 sec): 3 clusters
  Score: Raw -37275216.546217 + Penalty 4132.831673 = -37271083.714544
  nChanged 24
		SP:Iteration 28Q (128144.700000 sec): 3 clusters
  Score: Raw -37275228.040839 + Penalty 4132.831673 = -37271095.209166
  nChanged 18
		SP:Iteration 29Q (128146.480000 sec): 3 clusters
  Score: Raw -37275235.613907 + Penalty 4132.831673 = -37271102.782234
  nChanged 13
		SP:Iteration 30Q (128148.400000 sec): 3 clusters
  Score: Raw -37275242.188597 + Penalty 4132.831673 = -37271109.356924
  nChanged 11
		SP:Iteration 31Q (128150.130000 sec): 3 clusters
  Score: Raw -37275247.762048 + Penalty 4132.831673 = -37271114.930375
  nChanged 7
		SP:Iteration 32Q (128151.700000 sec): 3 clusters
  Score: Raw -37275249.863229 + Penalty 4132.831673 = -37271117.031556
  nChanged 4
		SP:Iteration 33Q (128153.340000 sec): 3 clusters
  Score: Raw -37275250.966525 + Penalty 4132.831673 = -37271118.134852
  nChanged 4
		SP:Iteration 34Q (128155.100000 sec): 3 clusters
  Score: Raw -37275252.768131 + Penalty 4132.831673 = -37271119.936458
  nChanged 3
		SP:Iteration 35Q (128156.900000 sec): 3 clusters
  Score: Raw -37275254.794097 + Penalty 4132.831673 = -37271121.962424
  nChanged 4
		SP:Iteration 36Q (128158.710000 sec): 3 clusters
  Score: Raw -37275256.503822 + Penalty 4132.831673 = -37271123.672149
  nChanged 6
		SP:Iteration 37Q (128160.530000 sec): 3 clusters
  Score: Raw -37275259.188058 + Penalty 4132.831673 = -37271126.356385
  nChanged 2
		SP:Iteration 38Q (128162.330000 sec): 3 clusters
  Score: Raw -37275259.575852 + Penalty 4132.831673 = -37271126.744179
  nChanged 4
		SP:Iteration 39Q (128163.890000 sec): 3 clusters
  Score: Raw -37275260.904448 + Penalty 4132.831673 = -37271128.072775
  nChanged 1
		SP:Iteration 40F (128165.480000 sec): 3 clusters
  Score: Raw -37275261.073002 + Penalty 4132.831673 = -37271128.241329
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128165.920000 sec): 2 clusters
  Score: Raw -2621786.721655 + Penalty 1639.936257 = -2620146.785398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128166.190000 sec): 3 clusters
  Score: Raw -2607113.381633 + Penalty 3279.872514 = -2603833.509119
  nChanged 10965
		SP:Iteration 1F (128166.500000 sec): 3 clusters
  Score: Raw -2613502.063070 + Penalty 3279.872514 = -2610222.190556
  nChanged 1380
		SP:Iteration 2F (128166.770000 sec): 3 clusters
  Score: Raw -2614179.531520 + Penalty 3279.872514 = -2610899.659006
  nChanged 1434
		SP:Iteration 3F (128167.030000 sec): 3 clusters
  Score: Raw -2614960.343167 + Penalty 3279.872514 = -2611680.470653
  nChanged 1489
		SP:Iteration 4F (128167.310000 sec): 3 clusters
  Score: Raw -2615859.476599 + Penalty 3279.872514 = -2612579.604085
  nChanged 1517
		SP:Iteration 5F (128167.570000 sec): 3 clusters
  Score: Raw -2616800.299798 + Penalty 3279.872514 = -2613520.427284
  nChanged 1458
		SP:Iteration 6F (128167.880000 sec): 3 clusters
  Score: Raw -2617758.486665 + Penalty 3279.872514 = -2614478.614151
  nChanged 1291
		SP:Iteration 7F (128168.140000 sec): 3 clusters
  Score: Raw -2618560.587125 + Penalty 3279.872514 = -2615280.714611
  nChanged 1098
		SP:Iteration 8Q (128168.450000 sec): 3 clusters
  Score: Raw -2619250.327768 + Penalty 3279.872514 = -2615970.455254
  nChanged 967
		SP:Iteration 9Q (128168.770000 sec): 3 clusters
  Score: Raw -2619880.330342 + Penalty 3279.872514 = -2616600.457828
  nChanged 865
		SP:Iteration 10Q (128169.050000 sec): 3 clusters
  Score: Raw -2620437.388503 + Penalty 3279.872514 = -2617157.515989
  nChanged 663
		SP:Iteration 11Q (128169.330000 sec): 3 clusters
  Score: Raw -2620870.151713 + Penalty 3279.872514 = -2617590.279199
  nChanged 531
		SP:Iteration 12Q (128169.610000 sec): 3 clusters
  Score: Raw -2621211.434305 + Penalty 3279.872514 = -2617931.561791
  nChanged 438
		SP:Iteration 13Q (128169.930000 sec): 3 clusters
  Score: Raw -2621486.183732 + Penalty 3279.872514 = -2618206.311218
  nChanged 306
		SP:Iteration 14Q (128170.190000 sec): 3 clusters
  Score: Raw -2621676.180442 + Penalty 3279.872514 = -2618396.307928
  nChanged 213
		SP:Iteration 15Q (128170.430000 sec): 3 clusters
  Score: Raw -2621802.816930 + Penalty 3279.872514 = -2618522.944416
  nChanged 180
		SP:Iteration 16Q (128170.740000 sec): 3 clusters
  Score: Raw -2621915.688505 + Penalty 3279.872514 = -2618635.815991
  nChanged 139
		SP:Iteration 17Q (128170.990000 sec): 3 clusters
  Score: Raw -2622000.841967 + Penalty 3279.872514 = -2618720.969453
  nChanged 85
		SP:Iteration 18Q (128171.280000 sec): 3 clusters
  Score: Raw -2622048.385723 + Penalty 3279.872514 = -2618768.513209
  nChanged 58
		SP:Iteration 19Q (128171.560000 sec): 3 clusters
  Score: Raw -2622085.164354 + Penalty 3279.872514 = -2618805.291840
  nChanged 58
		SP:Iteration 20F (128171.850000 sec): 3 clusters
  Score: Raw -2622118.319835 + Penalty 3279.872514 = -2618838.447321
  nChanged 41
		SP:Iteration 21Q (128172.100000 sec): 3 clusters
  Score: Raw -2622141.012198 + Penalty 3279.872514 = -2618861.139684
  nChanged 31
		SP:Iteration 22Q (128172.330000 sec): 3 clusters
  Score: Raw -2622159.276657 + Penalty 3279.872514 = -2618879.404143
  nChanged 31
		SP:Iteration 23Q (128172.650000 sec): 3 clusters
  Score: Raw -2622176.973460 + Penalty 3279.872514 = -2618897.100946
  nChanged 25
		SP:Iteration 24Q (128172.920000 sec): 3 clusters
  Score: Raw -2622189.384878 + Penalty 3279.872514 = -2618909.512364
  nChanged 19
		SP:Iteration 25Q (128173.200000 sec): 3 clusters
  Score: Raw -2622196.935701 + Penalty 3279.872514 = -2618917.063187
  nChanged 9
		SP:Iteration 26Q (128173.500000 sec): 3 clusters
  Score: Raw -2622201.026597 + Penalty 3279.872514 = -2618921.154083
  nChanged 8
		SP:Iteration 27Q (128173.800000 sec): 3 clusters
  Score: Raw -2622204.870560 + Penalty 3279.872514 = -2618924.998046
  nChanged 4
		SP:Iteration 28Q (128174.070000 sec): 3 clusters
  Score: Raw -2622206.596115 + Penalty 3279.872514 = -2618926.723601
  nChanged 1
		SP:Iteration 29Q (128174.370000 sec): 3 clusters
  Score: Raw -2622207.840345 + Penalty 3279.872514 = -2618927.967831
  nChanged 3
		SP:Iteration 30Q (128174.670000 sec): 3 clusters
  Score: Raw -2622209.029647 + Penalty 3279.872514 = -2618929.157133
  nChanged 1
		SP:Iteration 31Q (128174.960000 sec): 3 clusters
  Score: Raw -2622209.188433 + Penalty 3279.872514 = -2618929.315919
  nChanged 1
		SP:Iteration 32Q (128175.250000 sec): 3 clusters
  Score: Raw -2622209.669955 + Penalty 3279.872514 = -2618929.797441
  nChanged 0
		SP:Iteration 33F (128175.500000 sec): 3 clusters
  Score: Raw -2622209.669955 + Penalty 3279.872514 = -2618929.797441
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (11866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128175.660000 sec): 2 clusters
  Score: Raw -1302755.956864 + Penalty 1524.482773 = -1301231.474092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128175.950000 sec): 3 clusters
  Score: Raw -1295914.599303 + Penalty 3048.965545 = -1292865.633758
  nChanged 5185
		SP:Iteration 1F (128176.190000 sec): 3 clusters
  Score: Raw -1298805.010732 + Penalty 3048.965545 = -1295756.045186
  nChanged 725
		SP:Iteration 2F (128176.410000 sec): 3 clusters
  Score: Raw -1299158.884834 + Penalty 3048.965545 = -1296109.919288
  nChanged 668
		SP:Iteration 3F (128176.660000 sec): 3 clusters
  Score: Raw -1299525.740288 + Penalty 3048.965545 = -1296476.774742
  nChanged 692
		SP:Iteration 4F (128176.890000 sec): 3 clusters
  Score: Raw -1300010.495667 + Penalty 3048.965545 = -1296961.530121
  nChanged 703
		SP:Iteration 5F (128177.090000 sec): 3 clusters
  Score: Raw -1300530.780897 + Penalty 3048.965545 = -1297481.815352
  nChanged 653
		SP:Iteration 6F (128177.320000 sec): 3 clusters
  Score: Raw -1301029.240814 + Penalty 3048.965545 = -1297980.275269
  nChanged 563
		SP:Iteration 7Q (128177.540000 sec): 3 clusters
  Score: Raw -1301418.452740 + Penalty 3048.965545 = -1298369.487195
  nChanged 518
		SP:Iteration 8Q (128177.810000 sec): 3 clusters
  Score: Raw -1301734.327246 + Penalty 3048.965545 = -1298685.361700
  nChanged 405
		SP:Iteration 9Q (128178.020000 sec): 3 clusters
  Score: Raw -1301992.096754 + Penalty 3048.965545 = -1298943.131208
  nChanged 398
		SP:Iteration 10Q (128178.260000 sec): 3 clusters
  Score: Raw -1302233.158426 + Penalty 3048.965545 = -1299184.192881
  nChanged 368
		SP:Iteration 11Q (128178.470000 sec): 3 clusters
  Score: Raw -1302438.783453 + Penalty 3048.965545 = -1299389.817908
  nChanged 298
		SP:Iteration 12Q (128178.750000 sec): 3 clusters
  Score: Raw -1302582.563266 + Penalty 3048.965545 = -1299533.597721
  nChanged 251
		SP:Iteration 13Q (128178.990000 sec): 3 clusters
  Score: Raw -1302704.574144 + Penalty 3048.965545 = -1299655.608599
  nChanged 219
		SP:Iteration 14Q (128179.260000 sec): 3 clusters
  Score: Raw -1302798.984380 + Penalty 3048.965545 = -1299750.018834
  nChanged 177
		SP:Iteration 15Q (128179.470000 sec): 3 clusters
  Score: Raw -1302873.536404 + Penalty 3048.965545 = -1299824.570859
  nChanged 174
		SP:Iteration 16Q (128179.710000 sec): 3 clusters
  Score: Raw -1302948.619834 + Penalty 3048.965545 = -1299899.654289
  nChanged 174
		SP:Iteration 17Q (128179.950000 sec): 3 clusters
  Score: Raw -1303023.175542 + Penalty 3048.965545 = -1299974.209997
  nChanged 155
		SP:Iteration 18Q (128180.180000 sec): 3 clusters
  Score: Raw -1303093.107927 + Penalty 3048.965545 = -1300044.142382
  nChanged 143
		SP:Iteration 19Q (128180.420000 sec): 3 clusters
  Score: Raw -1303165.647726 + Penalty 3048.965545 = -1300116.682181
  nChanged 163
		SP:Iteration 20F (128180.640000 sec): 3 clusters
  Score: Raw -1303246.861997 + Penalty 3048.965545 = -1300197.896452
  nChanged 175
		SP:Iteration 21Q (128180.880000 sec): 3 clusters
  Score: Raw -1303334.220125 + Penalty 3048.965545 = -1300285.254580
  nChanged 173
		SP:Iteration 22Q (128181.100000 sec): 3 clusters
  Score: Raw -1303429.778283 + Penalty 3048.965545 = -1300380.812738
  nChanged 184
		SP:Iteration 23Q (128181.380000 sec): 3 clusters
  Score: Raw -1303545.666947 + Penalty 3048.965545 = -1300496.701402
  nChanged 201
		SP:Iteration 24Q (128181.570000 sec): 3 clusters
  Score: Raw -1303684.724777 + Penalty 3048.965545 = -1300635.759232
  nChanged 210
		SP:Iteration 25Q (128181.810000 sec): 3 clusters
  Score: Raw -1303846.794571 + Penalty 3048.965545 = -1300797.829026
  nChanged 203
		SP:Iteration 26Q (128182.070000 sec): 3 clusters
  Score: Raw -1304011.419918 + Penalty 3048.965545 = -1300962.454373
  nChanged 192
		SP:Iteration 27Q (128182.280000 sec): 3 clusters
  Score: Raw -1304161.611801 + Penalty 3048.965545 = -1301112.646256
  nChanged 161
		SP:Iteration 28Q (128182.490000 sec): 3 clusters
  Score: Raw -1304275.774931 + Penalty 3048.965545 = -1301226.809385
  nChanged 120
		SP:Iteration 29Q (128182.710000 sec): 3 clusters
  Score: Raw -1304348.525458 + Penalty 3048.965545 = -1301299.559913
  nChanged 112
		SP:Iteration 30Q (128182.930000 sec): 3 clusters
  Score: Raw -1304398.631650 + Penalty 3048.965545 = -1301349.666104
  nChanged 70
		SP:Iteration 31Q (128183.150000 sec): 3 clusters
  Score: Raw -1304421.425219 + Penalty 3048.965545 = -1301372.459674
  nChanged 60
		SP:Iteration 32Q (128183.340000 sec): 3 clusters
  Score: Raw -1304437.448128 + Penalty 3048.965545 = -1301388.482583
  nChanged 45
		SP:Iteration 33Q (128183.570000 sec): 3 clusters
  Score: Raw -1304447.838972 + Penalty 3048.965545 = -1301398.873427
  nChanged 33
		SP:Iteration 34Q (128183.750000 sec): 3 clusters
  Score: Raw -1304455.892005 + Penalty 3048.965545 = -1301406.926460
  nChanged 32
		SP:Iteration 35Q (128183.990000 sec): 3 clusters
  Score: Raw -1304461.878894 + Penalty 3048.965545 = -1301412.913349
  nChanged 30
		SP:Iteration 36Q (128184.210000 sec): 3 clusters
  Score: Raw -1304467.608812 + Penalty 3048.965545 = -1301418.643267
  nChanged 19
		SP:Iteration 37Q (128184.390000 sec): 3 clusters
  Score: Raw -1304471.570321 + Penalty 3048.965545 = -1301422.604776
  nChanged 19
		SP:Iteration 38Q (128184.590000 sec): 3 clusters
  Score: Raw -1304475.600209 + Penalty 3048.965545 = -1301426.634664
  nChanged 19
		SP:Iteration 39Q (128184.840000 sec): 3 clusters
  Score: Raw -1304479.117720 + Penalty 3048.965545 = -1301430.152175
  nChanged 15
		SP:Iteration 40F (128185.030000 sec): 3 clusters
  Score: Raw -1304484.667613 + Penalty 3048.965545 = -1301435.702067
  nChanged 20
		SP:Iteration 41Q (128185.270000 sec): 3 clusters
  Score: Raw -1304489.263847 + Penalty 3048.965545 = -1301440.298302
  nChanged 24
		SP:Iteration 42Q (128185.460000 sec): 3 clusters
  Score: Raw -1304493.799205 + Penalty 3048.965545 = -1301444.833660
  nChanged 18
		SP:Iteration 43Q (128185.710000 sec): 3 clusters
  Score: Raw -1304496.699601 + Penalty 3048.965545 = -1301447.734056
  nChanged 12
		SP:Iteration 44Q (128185.930000 sec): 3 clusters
  Score: Raw -1304498.040910 + Penalty 3048.965545 = -1301449.075365
  nChanged 11
		SP:Iteration 45Q (128186.140000 sec): 3 clusters
  Score: Raw -1304499.308030 + Penalty 3048.965545 = -1301450.342484
  nChanged 7
		SP:Iteration 46Q (128186.350000 sec): 3 clusters
  Score: Raw -1304500.431569 + Penalty 3048.965545 = -1301451.466024
  nChanged 8
		SP:Iteration 47Q (128186.560000 sec): 3 clusters
  Score: Raw -1304501.362168 + Penalty 3048.965545 = -1301452.396622
  nChanged 9
		SP:Iteration 48Q (128186.750000 sec): 3 clusters
  Score: Raw -1304502.529716 + Penalty 3048.965545 = -1301453.564170
  nChanged 8
		SP:Iteration 49Q (128186.990000 sec): 3 clusters
  Score: Raw -1304503.520159 + Penalty 3048.965545 = -1301454.554613
  nChanged 11
		SP:Iteration 50Q (128187.170000 sec): 3 clusters
  Score: Raw -1304505.107336 + Penalty 3048.965545 = -1301456.141791
  nChanged 7
		SP:Iteration 51Q (128187.430000 sec): 3 clusters
  Score: Raw -1304505.687236 + Penalty 3048.965545 = -1301456.721691
  nChanged 2
		SP:Iteration 52Q (128187.620000 sec): 3 clusters
  Score: Raw -1304505.840526 + Penalty 3048.965545 = -1301456.874981
  nChanged 1
		SP:Iteration 53Q (128187.810000 sec): 3 clusters
  Score: Raw -1304505.954481 + Penalty 3048.965545 = -1301456.988936
  nChanged 2
		SP:Iteration 54Q (128188.060000 sec): 3 clusters
  Score: Raw -1304506.172306 + Penalty 3048.965545 = -1301457.206761
  nChanged 4
		SP:Iteration 55Q (128188.270000 sec): 3 clusters
  Score: Raw -1304506.474520 + Penalty 3048.965545 = -1301457.508975
  nChanged 2
		SP:Iteration 56Q (128188.460000 sec): 3 clusters
  Score: Raw -1304506.584414 + Penalty 3048.965545 = -1301457.618868
  nChanged 1
		SP:Iteration 57Q (128188.720000 sec): 3 clusters
  Score: Raw -1304506.666092 + Penalty 3048.965545 = -1301457.700547
  nChanged 2
		SP:Iteration 58Q (128188.890000 sec): 3 clusters
  Score: Raw -1304506.875063 + Penalty 3048.965545 = -1301457.909517
  nChanged 4
		SP:Iteration 59Q (128189.130000 sec): 3 clusters
  Score: Raw -1304507.256896 + Penalty 3048.965545 = -1301458.291351
  nChanged 3
		SP:Iteration 60F (128189.330000 sec): 3 clusters
  Score: Raw -1304507.415692 + Penalty 3048.965545 = -1301458.450147
  nChanged 3
		SP:Iteration 61Q (128189.560000 sec): 3 clusters
  Score: Raw -1304507.728563 + Penalty 3048.965545 = -1301458.763018
  nChanged 2
		SP:Iteration 62Q (128189.810000 sec): 3 clusters
  Score: Raw -1304507.986877 + Penalty 3048.965545 = -1301459.021331
  nChanged 2
		SP:Iteration 63Q (128189.980000 sec): 3 clusters
  Score: Raw -1304508.165877 + Penalty 3048.965545 = -1301459.200332
  nChanged 3
		SP:Iteration 64Q (128190.210000 sec): 3 clusters
  Score: Raw -1304508.543904 + Penalty 3048.965545 = -1301459.578359
  nChanged 3
		SP:Iteration 65Q (128190.470000 sec): 3 clusters
  Score: Raw -1304508.849062 + Penalty 3048.965545 = -1301459.883517
  nChanged 3
		SP:Iteration 66Q (128190.690000 sec): 3 clusters
  Score: Raw -1304509.125038 + Penalty 3048.965545 = -1301460.159492
  nChanged 2
		SP:Iteration 67Q (128190.910000 sec): 3 clusters
  Score: Raw -1304509.308777 + Penalty 3048.965545 = -1301460.343232
  nChanged 1
		SP:Iteration 68Q (128191.160000 sec): 3 clusters
  Score: Raw -1304509.450789 + Penalty 3048.965545 = -1301460.485243
  nChanged 0
		SP:Iteration 69F (128191.410000 sec): 3 clusters
  Score: Raw -1304509.450789 + Penalty 3048.965545 = -1301460.485243
  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 9.05 GB.

 Trying to split cluster 7 (100417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128191.920000 sec): 2 clusters
  Score: Raw -11055872.767958 + Penalty 1871.526604 = -11054001.241354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128192.490000 sec): 3 clusters
  Score: Raw -10990740.167027 + Penalty 3743.053208 = -10986997.113819
  nChanged 47948
		SP:Iteration 1F (128193.090000 sec): 3 clusters
  Score: Raw -11018539.970968 + Penalty 3743.053208 = -11014796.917760
  nChanged 3525
		SP:Iteration 2Q (128193.710000 sec): 3 clusters
  Score: Raw -11019663.662299 + Penalty 3743.053208 = -11015920.609091
  nChanged 4134
		SP:Iteration 3Q (128194.390000 sec): 3 clusters
  Score: Raw -11021355.611353 + Penalty 3743.053208 = -11017612.558145
  nChanged 5037
		SP:Iteration 4F (128195.020000 sec): 3 clusters
  Score: Raw -11024142.450896 + Penalty 3743.053208 = -11020399.397687
  nChanged 6242
		SP:Iteration 5F (128195.710000 sec): 3 clusters
  Score: Raw -11028513.796072 + Penalty 3743.053208 = -11024770.742863
  nChanged 7311
		SP:Iteration 6F (128196.440000 sec): 3 clusters
  Score: Raw -11034471.969266 + Penalty 3743.053208 = -11030728.916058
  nChanged 7652
		SP:Iteration 7F (128197.150000 sec): 3 clusters
  Score: Raw -11041238.253462 + Penalty 3743.053208 = -11037495.200254
  nChanged 6640
		SP:Iteration 8F (128197.930000 sec): 3 clusters
  Score: Raw -11047188.174938 + Penalty 3743.053208 = -11043445.121730
  nChanged 4813
		SP:Iteration 9Q (128198.700000 sec): 3 clusters
  Score: Raw -11051523.968896 + Penalty 3743.053208 = -11047780.915688
  nChanged 2881
		SP:Iteration 10Q (128199.430000 sec): 3 clusters
  Score: Raw -11054050.496141 + Penalty 3743.053208 = -11050307.442933
  nChanged 1415
		SP:Iteration 11Q (128200.150000 sec): 3 clusters
  Score: Raw -11055249.847599 + Penalty 3743.053208 = -11051506.794391
  nChanged 551
		SP:Iteration 12Q (128200.850000 sec): 3 clusters
  Score: Raw -11055719.289285 + Penalty 3743.053208 = -11051976.236076
  nChanged 208
		SP:Iteration 13Q (128201.440000 sec): 3 clusters
  Score: Raw -11055902.455568 + Penalty 3743.053208 = -11052159.402360
  nChanged 81
		SP:Iteration 14Q (128202.100000 sec): 3 clusters
  Score: Raw -11055988.856159 + Penalty 3743.053208 = -11052245.802951
  nChanged 45
		SP:Iteration 15Q (128202.790000 sec): 3 clusters
  Score: Raw -11056035.480259 + Penalty 3743.053208 = -11052292.427051
  nChanged 23
		SP:Iteration 16Q (128203.400000 sec): 3 clusters
  Score: Raw -11056057.963300 + Penalty 3743.053208 = -11052314.910092
  nChanged 15
		SP:Iteration 17Q (128203.970000 sec): 3 clusters
  Score: Raw -11056072.982304 + Penalty 3743.053208 = -11052329.929095
  nChanged 8
		SP:Iteration 18Q (128204.530000 sec): 3 clusters
  Score: Raw -11056082.580984 + Penalty 3743.053208 = -11052339.527776
  nChanged 4
		SP:Iteration 19Q (128205.130000 sec): 3 clusters
  Score: Raw -11056086.990489 + Penalty 3743.053208 = -11052343.937281
  nChanged 6
		SP:Iteration 20F (128205.790000 sec): 3 clusters
  Score: Raw -11056091.992282 + Penalty 3743.053208 = -11052348.939073
  nChanged 3
		SP:Iteration 21Q (128206.480000 sec): 3 clusters
  Score: Raw -11056095.357505 + Penalty 3743.053208 = -11052352.304297
  nChanged 2
		SP:Iteration 22Q (128207.230000 sec): 3 clusters
  Score: Raw -11056096.707181 + Penalty 3743.053208 = -11052353.653972
  nChanged 1
		SP:Iteration 23Q (128207.830000 sec): 3 clusters
  Score: Raw -11056097.574444 + Penalty 3743.053208 = -11052354.521235
  nChanged 1
		SP:Iteration 24Q (128208.390000 sec): 3 clusters
  Score: Raw -11056098.828413 + Penalty 3743.053208 = -11052355.775204
  nChanged 3
		SP:Iteration 25Q (128209.020000 sec): 3 clusters
  Score: Raw -11056101.656010 + Penalty 3743.053208 = -11052358.602802
  nChanged 3
		SP:Iteration 26Q (128209.640000 sec): 3 clusters
  Score: Raw -11056104.162411 + Penalty 3743.053208 = -11052361.109203
  nChanged 1
		SP:Iteration 27Q (128210.260000 sec): 3 clusters
  Score: Raw -11056104.546739 + Penalty 3743.053208 = -11052361.493531
  nChanged 2
		SP:Iteration 28Q (128210.890000 sec): 3 clusters
  Score: Raw -11056105.638375 + Penalty 3743.053208 = -11052362.585167
  nChanged 0
		SP:Iteration 29F (128211.560000 sec): 3 clusters
  Score: Raw -11056105.638375 + Penalty 3743.053208 = -11052362.585167
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128211.700000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128211.880000 sec): 3 clusters
  Score: Raw -110195.954858 + Penalty 2258.703348 = -107937.251510
  nChanged 302
		SP:Iteration 1F (128212.070000 sec): 3 clusters
  Score: Raw -110516.512856 + Penalty 2258.703348 = -108257.809508
  nChanged 83
		SP:Iteration 2F (128212.240000 sec): 3 clusters
  Score: Raw -110620.665541 + Penalty 2258.703348 = -108361.962193
  nChanged 43
		SP:Iteration 3Q (128212.430000 sec): 3 clusters
  Score: Raw -110665.716881 + Penalty 2258.703348 = -108407.013533
  nChanged 28
		SP:Iteration 4Q (128212.620000 sec): 3 clusters
  Score: Raw -110698.707778 + Penalty 2258.703348 = -108440.004430
  nChanged 14
		SP:Iteration 5Q (128212.810000 sec): 3 clusters
  Score: Raw -110712.151580 + Penalty 2258.703348 = -108453.448232
  nChanged 17
		SP:Iteration 6Q (128213.010000 sec): 3 clusters
  Score: Raw -110728.598893 + Penalty 2258.703348 = -108469.895545
  nChanged 10
		SP:Iteration 7Q (128213.190000 sec): 3 clusters
  Score: Raw -110735.792113 + Penalty 2258.703348 = -108477.088765
  nChanged 8
		SP:Iteration 8Q (128213.380000 sec): 3 clusters
  Score: Raw -110743.997019 + Penalty 2258.703348 = -108485.293671
  nChanged 6
		SP:Iteration 9Q (128213.600000 sec): 3 clusters
  Score: Raw -110748.142865 + Penalty 2258.703348 = -108489.439517
  nChanged 8
		SP:Iteration 10Q (128213.780000 sec): 3 clusters
  Score: Raw -110757.089627 + Penalty 2258.703348 = -108498.386279
  nChanged 9
		SP:Iteration 11Q (128213.950000 sec): 3 clusters
  Score: Raw -110765.696279 + Penalty 2258.703348 = -108506.992932
  nChanged 4
		SP:Iteration 12Q (128214.090000 sec): 3 clusters
  Score: Raw -110769.524413 + Penalty 2258.703348 = -108510.821065
  nChanged 4
		SP:Iteration 13Q (128214.280000 sec): 3 clusters
  Score: Raw -110772.892712 + Penalty 2258.703348 = -108514.189364
  nChanged 3
		SP:Iteration 14Q (128214.460000 sec): 3 clusters
  Score: Raw -110773.966646 + Penalty 2258.703348 = -108515.263299
  nChanged 2
		SP:Iteration 15Q (128214.650000 sec): 3 clusters
  Score: Raw -110776.285053 + Penalty 2258.703348 = -108517.581705
  nChanged 2
		SP:Iteration 16Q (128214.820000 sec): 3 clusters
  Score: Raw -110777.846075 + Penalty 2258.703348 = -108519.142728
  nChanged 0
		SP:Iteration 17F (128214.970000 sec): 3 clusters
  Score: Raw -110777.846075 + Penalty 2258.703348 = -108519.142728
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128215.140000 sec): 2 clusters
  Score: Raw -1326088.883215 + Penalty 1519.476387 = -1324569.406828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128215.380000 sec): 3 clusters
  Score: Raw -1319416.800125 + Penalty 3038.952773 = -1316377.847352
  nChanged 4964
		SP:Iteration 1F (128215.560000 sec): 3 clusters
  Score: Raw -1322135.083477 + Penalty 3038.952773 = -1319096.130704
  nChanged 625
		SP:Iteration 2F (128215.790000 sec): 3 clusters
  Score: Raw -1322370.807482 + Penalty 3038.952773 = -1319331.854709
  nChanged 524
		SP:Iteration 3Q (128216.040000 sec): 3 clusters
  Score: Raw -1322550.521009 + Penalty 3038.952773 = -1319511.568236
  nChanged 465
		SP:Iteration 4Q (128216.260000 sec): 3 clusters
  Score: Raw -1322706.327564 + Penalty 3038.952773 = -1319667.374791
  nChanged 400
		SP:Iteration 5Q (128216.480000 sec): 3 clusters
  Score: Raw -1322842.796033 + Penalty 3038.952773 = -1319803.843260
  nChanged 367
		SP:Iteration 6Q (128216.720000 sec): 3 clusters
  Score: Raw -1322983.043165 + Penalty 3038.952773 = -1319944.090392
  nChanged 410
		SP:Iteration 7Q (128216.940000 sec): 3 clusters
  Score: Raw -1323162.456798 + Penalty 3038.952773 = -1320123.504025
  nChanged 470
		SP:Iteration 8Q (128217.200000 sec): 3 clusters
  Score: Raw -1323409.047362 + Penalty 3038.952773 = -1320370.094589
  nChanged 543
		SP:Iteration 9Q (128217.430000 sec): 3 clusters
  Score: Raw -1323751.710980 + Penalty 3038.952773 = -1320712.758207
  nChanged 639
		SP:Iteration 10F (128217.660000 sec): 3 clusters
  Score: Raw -1324211.478465 + Penalty 3038.952773 = -1321172.525692
  nChanged 629
		SP:Iteration 11F (128217.890000 sec): 3 clusters
  Score: Raw -1324699.393050 + Penalty 3038.952773 = -1321660.440276
  nChanged 564
		SP:Iteration 12Q (128218.080000 sec): 3 clusters
  Score: Raw -1325167.047465 + Penalty 3038.952773 = -1322128.094692
  nChanged 460
		SP:Iteration 13Q (128218.340000 sec): 3 clusters
  Score: Raw -1325565.178742 + Penalty 3038.952773 = -1322526.225968
  nChanged 324
		SP:Iteration 14Q (128218.560000 sec): 3 clusters
  Score: Raw -1325846.649205 + Penalty 3038.952773 = -1322807.696432
  nChanged 182
		SP:Iteration 15Q (128218.760000 sec): 3 clusters
  Score: Raw -1326015.875625 + Penalty 3038.952773 = -1322976.922852
  nChanged 111
		SP:Iteration 16Q (128218.960000 sec): 3 clusters
  Score: Raw -1326110.586466 + Penalty 3038.952773 = -1323071.633693
  nChanged 66
		SP:Iteration 17Q (128219.190000 sec): 3 clusters
  Score: Raw -1326170.775309 + Penalty 3038.952773 = -1323131.822536
  nChanged 36
		SP:Iteration 18Q (128219.390000 sec): 3 clusters
  Score: Raw -1326214.175202 + Penalty 3038.952773 = -1323175.222429
  nChanged 37
		SP:Iteration 19Q (128219.630000 sec): 3 clusters
  Score: Raw -1326253.213163 + Penalty 3038.952773 = -1323214.260390
  nChanged 25
		SP:Iteration 20F (128219.840000 sec): 3 clusters
  Score: Raw -1326279.209232 + Penalty 3038.952773 = -1323240.256458
  nChanged 19
		SP:Iteration 21Q (128220.040000 sec): 3 clusters
  Score: Raw -1326297.641347 + Penalty 3038.952773 = -1323258.688574
  nChanged 14
		SP:Iteration 22Q (128220.260000 sec): 3 clusters
  Score: Raw -1326312.495781 + Penalty 3038.952773 = -1323273.543008
  nChanged 10
		SP:Iteration 23Q (128220.460000 sec): 3 clusters
  Score: Raw -1326327.558049 + Penalty 3038.952773 = -1323288.605276
  nChanged 5
		SP:Iteration 24Q (128220.610000 sec): 3 clusters
  Score: Raw -1326329.750407 + Penalty 3038.952773 = -1323290.797634
  nChanged 1
		SP:Iteration 25Q (128220.780000 sec): 3 clusters
  Score: Raw -1326330.133947 + Penalty 3038.952773 = -1323291.181173
  nChanged 0
		SP:Iteration 26F (128221.000000 sec): 3 clusters
  Score: Raw -1326330.133947 + Penalty 3038.952773 = -1323291.181173
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128221.220000 sec): 2 clusters
  Score: Raw -2585157.965925 + Penalty 1635.812968 = -2583522.152957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128221.480000 sec): 3 clusters
  Score: Raw -2570870.905798 + Penalty 3271.625935 = -2567599.279863
  nChanged 10758
		SP:Iteration 1F (128221.780000 sec): 3 clusters
  Score: Raw -2576849.432372 + Penalty 3271.625935 = -2573577.806437
  nChanged 1163
		SP:Iteration 2Q (128222.060000 sec): 3 clusters
  Score: Raw -2577270.216995 + Penalty 3271.625935 = -2573998.591060
  nChanged 1110
		SP:Iteration 3Q (128222.400000 sec): 3 clusters
  Score: Raw -2577709.035596 + Penalty 3271.625935 = -2574437.409661
  nChanged 1089
		SP:Iteration 4Q (128222.670000 sec): 3 clusters
  Score: Raw -2578189.544569 + Penalty 3271.625935 = -2574917.918634
  nChanged 1100
		SP:Iteration 5Q (128222.980000 sec): 3 clusters
  Score: Raw -2578717.250798 + Penalty 3271.625935 = -2575445.624862
  nChanged 1121
		SP:Iteration 6Q (128223.300000 sec): 3 clusters
  Score: Raw -2579225.528846 + Penalty 3271.625935 = -2575953.902911
  nChanged 1063
		SP:Iteration 7Q (128223.610000 sec): 3 clusters
  Score: Raw -2579705.906910 + Penalty 3271.625935 = -2576434.280975
  nChanged 1001
		SP:Iteration 8Q (128223.940000 sec): 3 clusters
  Score: Raw -2580168.733410 + Penalty 3271.625935 = -2576897.107475
  nChanged 947
		SP:Iteration 9Q (128224.210000 sec): 3 clusters
  Score: Raw -2580572.273229 + Penalty 3271.625935 = -2577300.647293
  nChanged 838
		SP:Iteration 10Q (128224.480000 sec): 3 clusters
  Score: Raw -2580904.212939 + Penalty 3271.625935 = -2577632.587004
  nChanged 761
		SP:Iteration 11Q (128224.780000 sec): 3 clusters
  Score: Raw -2581197.090861 + Penalty 3271.625935 = -2577925.464925
  nChanged 693
		SP:Iteration 12Q (128225.050000 sec): 3 clusters
  Score: Raw -2581450.851513 + Penalty 3271.625935 = -2578179.225578
  nChanged 605
		SP:Iteration 13Q (128225.280000 sec): 3 clusters
  Score: Raw -2581665.368182 + Penalty 3271.625935 = -2578393.742247
  nChanged 574
		SP:Iteration 14Q (128225.570000 sec): 3 clusters
  Score: Raw -2581880.602794 + Penalty 3271.625935 = -2578608.976859
  nChanged 580
		SP:Iteration 15Q (128225.850000 sec): 3 clusters
  Score: Raw -2582114.222302 + Penalty 3271.625935 = -2578842.596367
  nChanged 578
		SP:Iteration 16Q (128226.110000 sec): 3 clusters
  Score: Raw -2582352.818019 + Penalty 3271.625935 = -2579081.192084
  nChanged 565
		SP:Iteration 17Q (128226.390000 sec): 3 clusters
  Score: Raw -2582609.989868 + Penalty 3271.625935 = -2579338.363932
  nChanged 627
		SP:Iteration 18Q (128226.720000 sec): 3 clusters
  Score: Raw -2582900.505599 + Penalty 3271.625935 = -2579628.879663
  nChanged 611
		SP:Iteration 19Q (128227.000000 sec): 3 clusters
  Score: Raw -2583190.388604 + Penalty 3271.625935 = -2579918.762669
  nChanged 666
		SP:Iteration 20F (128227.280000 sec): 3 clusters
  Score: Raw -2583521.748756 + Penalty 3271.625935 = -2580250.122820
  nChanged 650
		SP:Iteration 21Q (128227.550000 sec): 3 clusters
  Score: Raw -2583858.200519 + Penalty 3271.625935 = -2580586.574584
  nChanged 617
		SP:Iteration 22Q (128227.820000 sec): 3 clusters
  Score: Raw -2584182.126547 + Penalty 3271.625935 = -2580910.500612
  nChanged 603
		SP:Iteration 23Q (128228.090000 sec): 3 clusters
  Score: Raw -2584500.045680 + Penalty 3271.625935 = -2581228.419745
  nChanged 549
		SP:Iteration 24Q (128228.320000 sec): 3 clusters
  Score: Raw -2584784.380764 + Penalty 3271.625935 = -2581512.754828
  nChanged 511
		SP:Iteration 25Q (128228.590000 sec): 3 clusters
  Score: Raw -2585044.374051 + Penalty 3271.625935 = -2581772.748116
  nChanged 482
		SP:Iteration 26Q (128228.840000 sec): 3 clusters
  Score: Raw -2585283.034052 + Penalty 3271.625935 = -2582011.408117
  nChanged 368
		SP:Iteration 27Q (128229.130000 sec): 3 clusters
  Score: Raw -2585440.116989 + Penalty 3271.625935 = -2582168.491054
  nChanged 325
		SP:Iteration 28Q (128229.360000 sec): 3 clusters
  Score: Raw -2585565.573172 + Penalty 3271.625935 = -2582293.947237
  nChanged 272
		SP:Iteration 29Q (128229.630000 sec): 3 clusters
  Score: Raw -2585670.111702 + Penalty 3271.625935 = -2582398.485767
  nChanged 214
		SP:Iteration 30Q (128229.910000 sec): 3 clusters
  Score: Raw -2585752.152520 + Penalty 3271.625935 = -2582480.526585
  nChanged 184
		SP:Iteration 31Q (128230.200000 sec): 3 clusters
  Score: Raw -2585817.296383 + Penalty 3271.625935 = -2582545.670447
  nChanged 147
		SP:Iteration 32Q (128230.460000 sec): 3 clusters
  Score: Raw -2585863.916395 + Penalty 3271.625935 = -2582592.290460
  nChanged 116
		SP:Iteration 33Q (128230.760000 sec): 3 clusters
  Score: Raw -2585895.919168 + Penalty 3271.625935 = -2582624.293233
  nChanged 92
		SP:Iteration 34Q (128230.980000 sec): 3 clusters
  Score: Raw -2585920.610181 + Penalty 3271.625935 = -2582648.984246
  nChanged 68
		SP:Iteration 35Q (128231.220000 sec): 3 clusters
  Score: Raw -2585939.109360 + Penalty 3271.625935 = -2582667.483424
  nChanged 56
		SP:Iteration 36Q (128231.460000 sec): 3 clusters
  Score: Raw -2585951.358918 + Penalty 3271.625935 = -2582679.732983
  nChanged 41
		SP:Iteration 37Q (128231.680000 sec): 3 clusters
  Score: Raw -2585959.290600 + Penalty 3271.625935 = -2582687.664665
  nChanged 45
		SP:Iteration 38Q (128231.940000 sec): 3 clusters
  Score: Raw -2585968.687317 + Penalty 3271.625935 = -2582697.061382
  nChanged 31
		SP:Iteration 39Q (128232.180000 sec): 3 clusters
  Score: Raw -2585975.158032 + Penalty 3271.625935 = -2582703.532096
  nChanged 28
		SP:Iteration 40F (128232.500000 sec): 3 clusters
  Score: Raw -2585979.989925 + Penalty 3271.625935 = -2582708.363989
  nChanged 17
		SP:Iteration 41Q (128232.710000 sec): 3 clusters
  Score: Raw -2585982.502542 + Penalty 3271.625935 = -2582710.876607
  nChanged 17
		SP:Iteration 42Q (128232.980000 sec): 3 clusters
  Score: Raw -2585985.419439 + Penalty 3271.625935 = -2582713.793504
  nChanged 17
		SP:Iteration 43Q (128233.250000 sec): 3 clusters
  Score: Raw -2585988.054193 + Penalty 3271.625935 = -2582716.428258
  nChanged 17
		SP:Iteration 44Q (128233.500000 sec): 3 clusters
  Score: Raw -2585990.787076 + Penalty 3271.625935 = -2582719.161141
  nChanged 15
		SP:Iteration 45Q (128233.730000 sec): 3 clusters
  Score: Raw -2585993.242455 + Penalty 3271.625935 = -2582721.616520
  nChanged 11
		SP:Iteration 46Q (128233.990000 sec): 3 clusters
  Score: Raw -2585995.729844 + Penalty 3271.625935 = -2582724.103908
  nChanged 16
		SP:Iteration 47Q (128234.300000 sec): 3 clusters
  Score: Raw -2585998.836072 + Penalty 3271.625935 = -2582727.210137
  nChanged 13
		SP:Iteration 48Q (128234.540000 sec): 3 clusters
  Score: Raw -2586000.594267 + Penalty 3271.625935 = -2582728.968332
  nChanged 9
		SP:Iteration 49Q (128234.820000 sec): 3 clusters
  Score: Raw -2586002.659535 + Penalty 3271.625935 = -2582731.033600
  nChanged 13
		SP:Iteration 50Q (128235.110000 sec): 3 clusters
  Score: Raw -2586005.051774 + Penalty 3271.625935 = -2582733.425839
  nChanged 11
		SP:Iteration 51Q (128235.420000 sec): 3 clusters
  Score: Raw -2586006.895809 + Penalty 3271.625935 = -2582735.269874
  nChanged 10
		SP:Iteration 52Q (128235.670000 sec): 3 clusters
  Score: Raw -2586008.266940 + Penalty 3271.625935 = -2582736.641004
  nChanged 9
		SP:Iteration 53Q (128235.940000 sec): 3 clusters
  Score: Raw -2586009.912582 + Penalty 3271.625935 = -2582738.286647
  nChanged 7
		SP:Iteration 54Q (128236.220000 sec): 3 clusters
  Score: Raw -2586011.353812 + Penalty 3271.625935 = -2582739.727877
  nChanged 7
		SP:Iteration 55Q (128236.450000 sec): 3 clusters
  Score: Raw -2586012.666544 + Penalty 3271.625935 = -2582741.040609
  nChanged 9
		SP:Iteration 56Q (128236.720000 sec): 3 clusters
  Score: Raw -2586014.306475 + Penalty 3271.625935 = -2582742.680540
  nChanged 7
		SP:Iteration 57Q (128236.990000 sec): 3 clusters
  Score: Raw -2586015.257862 + Penalty 3271.625935 = -2582743.631927
  nChanged 3
		SP:Iteration 58Q (128237.230000 sec): 3 clusters
  Score: Raw -2586015.672196 + Penalty 3271.625935 = -2582744.046261
  nChanged 4
		SP:Iteration 59Q (128237.530000 sec): 3 clusters
  Score: Raw -2586016.294275 + Penalty 3271.625935 = -2582744.668340
  nChanged 4
		SP:Iteration 60F (128237.800000 sec): 3 clusters
  Score: Raw -2586016.794184 + Penalty 3271.625935 = -2582745.168249
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128237.930000 sec): 2 clusters
  Score: Raw -849228.756250 + Penalty 1454.461586 = -847774.294664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128238.120000 sec): 3 clusters
  Score: Raw -845020.636042 + Penalty 2908.923172 = -842111.712870
  nChanged 3282
		SP:Iteration 1F (128238.300000 sec): 3 clusters
  Score: Raw -846948.901187 + Penalty 2908.923172 = -844039.978015
  nChanged 640
		SP:Iteration 2F (128238.510000 sec): 3 clusters
  Score: Raw -847441.723855 + Penalty 2908.923172 = -844532.800684
  nChanged 608
		SP:Iteration 3F (128238.700000 sec): 3 clusters
  Score: Raw -847965.576446 + Penalty 2908.923172 = -845056.653275
  nChanged 558
		SP:Iteration 4F (128238.910000 sec): 3 clusters
  Score: Raw -848463.895350 + Penalty 2908.923172 = -845554.972178
  nChanged 495
		SP:Iteration 5F (128239.120000 sec): 3 clusters
  Score: Raw -848857.481842 + Penalty 2908.923172 = -845948.558670
  nChanged 425
		SP:Iteration 6F (128239.350000 sec): 3 clusters
  Score: Raw -849117.635161 + Penalty 2908.923172 = -846208.711989
  nChanged 308
		SP:Iteration 7Q (128239.540000 sec): 3 clusters
  Score: Raw -849274.564525 + Penalty 2908.923172 = -846365.641353
  nChanged 242
		SP:Iteration 8Q (128239.760000 sec): 3 clusters
  Score: Raw -849382.480415 + Penalty 2908.923172 = -846473.557244
  nChanged 163
		SP:Iteration 9Q (128239.990000 sec): 3 clusters
  Score: Raw -849444.223678 + Penalty 2908.923172 = -846535.300506
  nChanged 134
		SP:Iteration 10Q (128240.210000 sec): 3 clusters
  Score: Raw -849489.602760 + Penalty 2908.923172 = -846580.679588
  nChanged 126
		SP:Iteration 11Q (128240.410000 sec): 3 clusters
  Score: Raw -849527.941303 + Penalty 2908.923172 = -846619.018131
  nChanged 99
		SP:Iteration 12Q (128240.600000 sec): 3 clusters
  Score: Raw -849555.187891 + Penalty 2908.923172 = -846646.264719
  nChanged 88
		SP:Iteration 13Q (128240.820000 sec): 3 clusters
  Score: Raw -849576.532096 + Penalty 2908.923172 = -846667.608924
  nChanged 70
		SP:Iteration 14Q (128241.040000 sec): 3 clusters
  Score: Raw -849593.774302 + Penalty 2908.923172 = -846684.851130
  nChanged 60
		SP:Iteration 15Q (128241.200000 sec): 3 clusters
  Score: Raw -849607.478627 + Penalty 2908.923172 = -846698.555455
  nChanged 53
		SP:Iteration 16Q (128241.350000 sec): 3 clusters
  Score: Raw -849617.051369 + Penalty 2908.923172 = -846708.128197
  nChanged 41
		SP:Iteration 17Q (128241.530000 sec): 3 clusters
  Score: Raw -849624.241495 + Penalty 2908.923172 = -846715.318324
  nChanged 30
		SP:Iteration 18Q (128241.730000 sec): 3 clusters
  Score: Raw -849629.386936 + Penalty 2908.923172 = -846720.463764
  nChanged 26
		SP:Iteration 19Q (128241.950000 sec): 3 clusters
  Score: Raw -849633.835635 + Penalty 2908.923172 = -846724.912463
  nChanged 20
		SP:Iteration 20F (128242.150000 sec): 3 clusters
  Score: Raw -849636.458750 + Penalty 2908.923172 = -846727.535578
  nChanged 14
		SP:Iteration 21Q (128242.350000 sec): 3 clusters
  Score: Raw -849638.542838 + Penalty 2908.923172 = -846729.619667
  nChanged 20
		SP:Iteration 22Q (128242.550000 sec): 3 clusters
  Score: Raw -849641.826251 + Penalty 2908.923172 = -846732.903079
  nChanged 19
		SP:Iteration 23Q (128242.790000 sec): 3 clusters
  Score: Raw -849644.271408 + Penalty 2908.923172 = -846735.348236
  nChanged 17
		SP:Iteration 24Q (128243.020000 sec): 3 clusters
  Score: Raw -849646.886155 + Penalty 2908.923172 = -846737.962983
  nChanged 17
		SP:Iteration 25Q (128243.240000 sec): 3 clusters
  Score: Raw -849648.987926 + Penalty 2908.923172 = -846740.064755
  nChanged 10
		SP:Iteration 26Q (128243.410000 sec): 3 clusters
  Score: Raw -849650.227102 + Penalty 2908.923172 = -846741.303930
  nChanged 7
		SP:Iteration 27Q (128243.630000 sec): 3 clusters
  Score: Raw -849651.377103 + Penalty 2908.923172 = -846742.453931
  nChanged 12
		SP:Iteration 28Q (128243.840000 sec): 3 clusters
  Score: Raw -849652.782393 + Penalty 2908.923172 = -846743.859222
  nChanged 9
		SP:Iteration 29Q (128244.070000 sec): 3 clusters
  Score: Raw -849654.119955 + Penalty 2908.923172 = -846745.196784
  nChanged 7
		SP:Iteration 30Q (128244.260000 sec): 3 clusters
  Score: Raw -849655.166302 + Penalty 2908.923172 = -846746.243131
  nChanged 7
		SP:Iteration 31Q (128244.450000 sec): 3 clusters
  Score: Raw -849656.029866 + Penalty 2908.923172 = -846747.106695
  nChanged 6
		SP:Iteration 32Q (128244.660000 sec): 3 clusters
  Score: Raw -849656.464752 + Penalty 2908.923172 = -846747.541581
  nChanged 3
		SP:Iteration 33Q (128244.880000 sec): 3 clusters
  Score: Raw -849656.914882 + Penalty 2908.923172 = -846747.991710
  nChanged 5
		SP:Iteration 34Q (128245.100000 sec): 3 clusters
  Score: Raw -849657.899249 + Penalty 2908.923172 = -846748.976077
  nChanged 8
		SP:Iteration 35Q (128245.280000 sec): 3 clusters
  Score: Raw -849660.111239 + Penalty 2908.923172 = -846751.188067
  nChanged 16
		SP:Iteration 36Q (128245.500000 sec): 3 clusters
  Score: Raw -849662.572492 + Penalty 2908.923172 = -846753.649320
  nChanged 14
		SP:Iteration 37Q (128245.720000 sec): 3 clusters
  Score: Raw -849664.435666 + Penalty 2908.923172 = -846755.512494
  nChanged 19
		SP:Iteration 38Q (128245.970000 sec): 3 clusters
  Score: Raw -849667.885993 + Penalty 2908.923172 = -846758.962821
  nChanged 7
		SP:Iteration 39Q (128246.150000 sec): 3 clusters
  Score: Raw -849668.945502 + Penalty 2908.923172 = -846760.022330
  nChanged 6
		SP:Iteration 40F (128246.350000 sec): 3 clusters
  Score: Raw -849669.878304 + Penalty 2908.923172 = -846760.955132
  nChanged 6
		SP:Iteration 41Q (128246.520000 sec): 3 clusters
  Score: Raw -849670.723241 + Penalty 2908.923172 = -846761.800069
  nChanged 5
		SP:Iteration 42Q (128246.750000 sec): 3 clusters
  Score: Raw -849672.264802 + Penalty 2908.923172 = -846763.341630
  nChanged 11
		SP:Iteration 43Q (128246.950000 sec): 3 clusters
  Score: Raw -849674.077052 + Penalty 2908.923172 = -846765.153880
  nChanged 13
		SP:Iteration 44Q (128247.150000 sec): 3 clusters
  Score: Raw -849676.228953 + Penalty 2908.923172 = -846767.305781
  nChanged 15
		SP:Iteration 45Q (128247.370000 sec): 3 clusters
  Score: Raw -849679.075164 + Penalty 2908.923172 = -846770.151992
  nChanged 16
		SP:Iteration 46Q (128247.590000 sec): 3 clusters
  Score: Raw -849681.632131 + Penalty 2908.923172 = -846772.708959
  nChanged 12
		SP:Iteration 47Q (128247.810000 sec): 3 clusters
  Score: Raw -849684.079050 + Penalty 2908.923172 = -846775.155878
  nChanged 21
		SP:Iteration 48Q (128247.980000 sec): 3 clusters
  Score: Raw -849688.116407 + Penalty 2908.923172 = -846779.193235
  nChanged 23
		SP:Iteration 49Q (128248.170000 sec): 3 clusters
  Score: Raw -849691.235434 + Penalty 2908.923172 = -846782.312262
  nChanged 16
		SP:Iteration 50Q (128248.350000 sec): 3 clusters
  Score: Raw -849693.592225 + Penalty 2908.923172 = -846784.669054
  nChanged 13
		SP:Iteration 51Q (128248.580000 sec): 3 clusters
  Score: Raw -849695.649494 + Penalty 2908.923172 = -846786.726322
  nChanged 18
		SP:Iteration 52Q (128248.780000 sec): 3 clusters
  Score: Raw -849698.723502 + Penalty 2908.923172 = -846789.800331
  nChanged 19
		SP:Iteration 53Q (128248.980000 sec): 3 clusters
  Score: Raw -849701.348831 + Penalty 2908.923172 = -846792.425659
  nChanged 16
		SP:Iteration 54Q (128249.170000 sec): 3 clusters
  Score: Raw -849703.864203 + Penalty 2908.923172 = -846794.941031
  nChanged 15
		SP:Iteration 55Q (128249.380000 sec): 3 clusters
  Score: Raw -849706.149054 + Penalty 2908.923172 = -846797.225882
  nChanged 8
		SP:Iteration 56Q (128249.550000 sec): 3 clusters
  Score: Raw -849706.939453 + Penalty 2908.923172 = -846798.016281
  nChanged 5
		SP:Iteration 57Q (128249.700000 sec): 3 clusters
  Score: Raw -849707.538977 + Penalty 2908.923172 = -846798.615805
  nChanged 5
		SP:Iteration 58Q (128249.930000 sec): 3 clusters
  Score: Raw -849708.068957 + Penalty 2908.923172 = -846799.145785
  nChanged 6
		SP:Iteration 59Q (128250.120000 sec): 3 clusters
  Score: Raw -849708.883095 + Penalty 2908.923172 = -846799.959923
  nChanged 9
		SP:Iteration 60F (128250.330000 sec): 3 clusters
  Score: Raw -849710.559280 + Penalty 2908.923172 = -846801.636108
  nChanged 11
		SP:Iteration 61Q (128250.550000 sec): 3 clusters
  Score: Raw -849711.977196 + Penalty 2908.923172 = -846803.054024
  nChanged 9
		SP:Iteration 62Q (128250.730000 sec): 3 clusters
  Score: Raw -849713.458904 + Penalty 2908.923172 = -846804.535732
  nChanged 11
		SP:Iteration 63Q (128250.960000 sec): 3 clusters
  Score: Raw -849715.265719 + Penalty 2908.923172 = -846806.342547
  nChanged 13
		SP:Iteration 64Q (128251.170000 sec): 3 clusters
  Score: Raw -849716.977701 + Penalty 2908.923172 = -846808.054530
  nChanged 8
		SP:Iteration 65Q (128251.360000 sec): 3 clusters
  Score: Raw -849717.939604 + Penalty 2908.923172 = -846809.016433
  nChanged 7
		SP:Iteration 66Q (128251.570000 sec): 3 clusters
  Score: Raw -849718.783367 + Penalty 2908.923172 = -846809.860196
  nChanged 8
		SP:Iteration 67Q (128251.790000 sec): 3 clusters
  Score: Raw -849719.987466 + Penalty 2908.923172 = -846811.064294
  nChanged 7
		SP:Iteration 68Q (128251.980000 sec): 3 clusters
  Score: Raw -849720.777490 + Penalty 2908.923172 = -846811.854318
  nChanged 6
		SP:Iteration 69Q (128252.210000 sec): 3 clusters
  Score: Raw -849721.771096 + Penalty 2908.923172 = -846812.847924
  nChanged 5
		SP:Iteration 70Q (128252.380000 sec): 3 clusters
  Score: Raw -849722.600761 + Penalty 2908.923172 = -846813.677589
  nChanged 10
		SP:Iteration 71Q (128252.560000 sec): 3 clusters
  Score: Raw -849724.277901 + Penalty 2908.923172 = -846815.354730
  nChanged 10
		SP:Iteration 72Q (128252.790000 sec): 3 clusters
  Score: Raw -849726.032181 + Penalty 2908.923172 = -846817.109009
  nChanged 12
		SP:Iteration 73Q (128252.960000 sec): 3 clusters
  Score: Raw -849727.282829 + Penalty 2908.923172 = -846818.359657
  nChanged 7
		SP:Iteration 74Q (128253.180000 sec): 3 clusters
  Score: Raw -849728.207243 + Penalty 2908.923172 = -846819.284071
  nChanged 8
		SP:Iteration 75Q (128253.400000 sec): 3 clusters
  Score: Raw -849729.556357 + Penalty 2908.923172 = -846820.633185
  nChanged 12
		SP:Iteration 76Q (128253.610000 sec): 3 clusters
  Score: Raw -849731.325828 + Penalty 2908.923172 = -846822.402656
  nChanged 16
		SP:Iteration 77Q (128253.810000 sec): 3 clusters
  Score: Raw -849733.674591 + Penalty 2908.923172 = -846824.751420
  nChanged 19
		SP:Iteration 78Q (128253.990000 sec): 3 clusters
  Score: Raw -849737.558911 + Penalty 2908.923172 = -846828.635739
  nChanged 21
		SP:Iteration 79Q (128254.210000 sec): 3 clusters
  Score: Raw -849740.867971 + Penalty 2908.923172 = -846831.944799
  nChanged 14
		SP:Iteration 80F (128254.430000 sec): 3 clusters
  Score: Raw -849742.633785 + Penalty 2908.923172 = -846833.710613
  nChanged 14
		SP:Iteration 81Q (128254.600000 sec): 3 clusters
  Score: Raw -849744.787346 + Penalty 2908.923172 = -846835.864174
  nChanged 12
		SP:Iteration 82Q (128254.840000 sec): 3 clusters
  Score: Raw -849746.634712 + Penalty 2908.923172 = -846837.711540
  nChanged 12
		SP:Iteration 83Q (128255.030000 sec): 3 clusters
  Score: Raw -849748.632757 + Penalty 2908.923172 = -846839.709586
  nChanged 15
		SP:Iteration 84Q (128255.230000 sec): 3 clusters
  Score: Raw -849751.468099 + Penalty 2908.923172 = -846842.544927
  nChanged 18
		SP:Iteration 85Q (128255.460000 sec): 3 clusters
  Score: Raw -849754.747270 + Penalty 2908.923172 = -846845.824098
  nChanged 17
		SP:Iteration 86Q (128255.650000 sec): 3 clusters
  Score: Raw -849757.246463 + Penalty 2908.923172 = -846848.323291
  nChanged 12
		SP:Iteration 87Q (128255.830000 sec): 3 clusters
  Score: Raw -849759.235541 + Penalty 2908.923172 = -846850.312369
  nChanged 16
		SP:Iteration 88Q (128256.040000 sec): 3 clusters
  Score: Raw -849761.946535 + Penalty 2908.923172 = -846853.023363
  nChanged 16
		SP:Iteration 89Q (128256.250000 sec): 3 clusters
  Score: Raw -849764.963854 + Penalty 2908.923172 = -846856.040682
  nChanged 19
		SP:Iteration 90Q (128256.450000 sec): 3 clusters
  Score: Raw -849768.301178 + Penalty 2908.923172 = -846859.378007
  nChanged 18
		SP:Iteration 91Q (128256.630000 sec): 3 clusters
  Score: Raw -849770.593909 + Penalty 2908.923172 = -846861.670737
  nChanged 14
		SP:Iteration 92Q (128256.810000 sec): 3 clusters
  Score: Raw -849772.806891 + Penalty 2908.923172 = -846863.883720
  nChanged 13
		SP:Iteration 93Q (128257.040000 sec): 3 clusters
  Score: Raw -849775.243860 + Penalty 2908.923172 = -846866.320688
  nChanged 8
		SP:Iteration 94Q (128257.240000 sec): 3 clusters
  Score: Raw -849776.675704 + Penalty 2908.923172 = -846867.752532
  nChanged 16
		SP:Iteration 95Q (128257.410000 sec): 3 clusters
  Score: Raw -849778.710124 + Penalty 2908.923172 = -846869.786952
  nChanged 10
		SP:Iteration 96Q (128257.570000 sec): 3 clusters
  Score: Raw -849780.661308 + Penalty 2908.923172 = -846871.738136
  nChanged 12
		SP:Iteration 97Q (128257.750000 sec): 3 clusters
  Score: Raw -849782.801076 + Penalty 2908.923172 = -846873.877904
  nChanged 15
		SP:Iteration 98Q (128257.960000 sec): 3 clusters
  Score: Raw -849785.287119 + Penalty 2908.923172 = -846876.363947
  nChanged 11
		SP:Iteration 99Q (128258.130000 sec): 3 clusters
  Score: Raw -849787.137122 + Penalty 2908.923172 = -846878.213950
  nChanged 9
		SP:Iteration 100F (128258.360000 sec): 3 clusters
  Score: Raw -849788.410573 + Penalty 2908.923172 = -846879.487402
  nChanged 8
		SP:Iteration 101Q (128258.600000 sec): 3 clusters
  Score: Raw -849789.443762 + Penalty 2908.923172 = -846880.520591
  nChanged 6
		SP:Iteration 102Q (128258.790000 sec): 3 clusters
  Score: Raw -849790.376347 + Penalty 2908.923172 = -846881.453175
  nChanged 10
		SP:Iteration 103Q (128258.990000 sec): 3 clusters
  Score: Raw -849791.825957 + Penalty 2908.923172 = -846882.902786
  nChanged 11
		SP:Iteration 104Q (128259.250000 sec): 3 clusters
  Score: Raw -849793.585147 + Penalty 2908.923172 = -846884.661975
  nChanged 10
		SP:Iteration 105Q (128259.400000 sec): 3 clusters
  Score: Raw -849794.927714 + Penalty 2908.923172 = -846886.004542
  nChanged 11
		SP:Iteration 106Q (128259.580000 sec): 3 clusters
  Score: Raw -849796.650140 + Penalty 2908.923172 = -846887.726968
  nChanged 10
		SP:Iteration 107Q (128259.770000 sec): 3 clusters
  Score: Raw -849798.226145 + Penalty 2908.923172 = -846889.302974
  nChanged 12
		SP:Iteration 108Q (128259.940000 sec): 3 clusters
  Score: Raw -849800.647161 + Penalty 2908.923172 = -846891.723989
  nChanged 16
		SP:Iteration 109Q (128260.150000 sec): 3 clusters
  Score: Raw -849803.896177 + Penalty 2908.923172 = -846894.973005
  nChanged 20
		SP:Iteration 110Q (128260.360000 sec): 3 clusters
  Score: Raw -849807.752285 + Penalty 2908.923172 = -846898.829113
  nChanged 19
		SP:Iteration 111Q (128260.540000 sec): 3 clusters
  Score: Raw -849812.101170 + Penalty 2908.923172 = -846903.177998
  nChanged 19
		SP:Iteration 112Q (128260.770000 sec): 3 clusters
  Score: Raw -849817.774858 + Penalty 2908.923172 = -846908.851687
  nChanged 32
		SP:Iteration 113Q (128261.000000 sec): 3 clusters
  Score: Raw -849826.347331 + Penalty 2908.923172 = -846917.424159
  nChanged 22
		SP:Iteration 114Q (128261.140000 sec): 3 clusters
  Score: Raw -849831.827201 + Penalty 2908.923172 = -846922.904029
  nChanged 28
		SP:Iteration 115Q (128261.330000 sec): 3 clusters
  Score: Raw -849838.757820 + Penalty 2908.923172 = -846929.834648
  nChanged 28
		SP:Iteration 116Q (128261.500000 sec): 3 clusters
  Score: Raw -849847.000644 + Penalty 2908.923172 = -846938.077472
  nChanged 38
		SP:Iteration 117Q (128261.650000 sec): 3 clusters
  Score: Raw -849857.190744 + Penalty 2908.923172 = -846948.267572
  nChanged 32
		SP:Iteration 118Q (128261.840000 sec): 3 clusters
  Score: Raw -849866.357175 + Penalty 2908.923172 = -846957.434003
  nChanged 33
		SP:Iteration 119Q (128262.080000 sec): 3 clusters
  Score: Raw -849879.900023 + Penalty 2908.923172 = -846970.976851
  nChanged 44
		SP:Iteration 120F (128262.290000 sec): 3 clusters
  Score: Raw -849902.205316 + Penalty 2908.923172 = -846993.282144
  nChanged 49
		SP:Iteration 121Q (128262.490000 sec): 3 clusters
  Score: Raw -849922.387700 + Penalty 2908.923172 = -847013.464528
  nChanged 56
		SP:Iteration 122Q (128262.660000 sec): 3 clusters
  Score: Raw -849943.987423 + Penalty 2908.923172 = -847035.064251
  nChanged 61
		SP:Iteration 123Q (128262.840000 sec): 3 clusters
  Score: Raw -849966.340074 + Penalty 2908.923172 = -847057.416902
  nChanged 59
		SP:Iteration 124Q (128263.080000 sec): 3 clusters
  Score: Raw -849987.908565 + Penalty 2908.923172 = -847078.985394
  nChanged 61
		SP:Iteration 125Q (128263.270000 sec): 3 clusters
  Score: Raw -850007.119566 + Penalty 2908.923172 = -847098.196394
  nChanged 45
		SP:Iteration 126Q (128263.470000 sec): 3 clusters
  Score: Raw -850019.781808 + Penalty 2908.923172 = -847110.858636
  nChanged 44
		SP:Iteration 127Q (128263.670000 sec): 3 clusters
  Score: Raw -850029.858499 + Penalty 2908.923172 = -847120.935327
  nChanged 31
		SP:Iteration 128Q (128263.920000 sec): 3 clusters
  Score: Raw -850036.327305 + Penalty 2908.923172 = -847127.404134
  nChanged 21
		SP:Iteration 129Q (128264.090000 sec): 3 clusters
  Score: Raw -850040.268517 + Penalty 2908.923172 = -847131.345346
  nChanged 17
		SP:Iteration 130Q (128264.310000 sec): 3 clusters
  Score: Raw -850042.664530 + Penalty 2908.923172 = -847133.741358
  nChanged 6
		SP:Iteration 131Q (128264.510000 sec): 3 clusters
  Score: Raw -850043.701651 + Penalty 2908.923172 = -847134.778479
  nChanged 9
		SP:Iteration 132Q (128264.670000 sec): 3 clusters
  Score: Raw -850045.399581 + Penalty 2908.923172 = -847136.476409
  nChanged 9
		SP:Iteration 133Q (128264.830000 sec): 3 clusters
  Score: Raw -850047.704203 + Penalty 2908.923172 = -847138.781031
  nChanged 13
		SP:Iteration 134Q (128265.010000 sec): 3 clusters
  Score: Raw -850049.872141 + Penalty 2908.923172 = -847140.948969
  nChanged 8
		SP:Iteration 135Q (128265.250000 sec): 3 clusters
  Score: Raw -850050.906605 + Penalty 2908.923172 = -847141.983433
  nChanged 4
		SP:Iteration 136Q (128265.420000 sec): 3 clusters
  Score: Raw -850051.471573 + Penalty 2908.923172 = -847142.548401
  nChanged 3
		SP:Iteration 137Q (128265.660000 sec): 3 clusters
  Score: Raw -850051.881950 + Penalty 2908.923172 = -847142.958778
  nChanged 4
		SP:Iteration 138Q (128265.870000 sec): 3 clusters
  Score: Raw -850052.540644 + Penalty 2908.923172 = -847143.617472
  nChanged 0
		SP:Iteration 139F (128266.050000 sec): 3 clusters
  Score: Raw -850052.540644 + Penalty 2908.923172 = -847143.617472
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (10654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128266.210000 sec): 2 clusters
  Score: Raw -1156191.634652 + Penalty 1506.974737 = -1154684.659915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128266.430000 sec): 3 clusters
  Score: Raw -1150071.972397 + Penalty 3013.949473 = -1147058.022924
  nChanged 4641
		SP:Iteration 1F (128266.620000 sec): 3 clusters
  Score: Raw -1152615.880751 + Penalty 3013.949473 = -1149601.931278
  nChanged 732
		SP:Iteration 2F (128266.830000 sec): 3 clusters
  Score: Raw -1152997.815438 + Penalty 3013.949473 = -1149983.865965
  nChanged 640
		SP:Iteration 3F (128267.080000 sec): 3 clusters
  Score: Raw -1153344.108244 + Penalty 3013.949473 = -1150330.158771
  nChanged 562
		SP:Iteration 4F (128267.300000 sec): 3 clusters
  Score: Raw -1153661.721097 + Penalty 3013.949473 = -1150647.771624
  nChanged 553
		SP:Iteration 5F (128267.530000 sec): 3 clusters
  Score: Raw -1153949.467926 + Penalty 3013.949473 = -1150935.518452
  nChanged 484
		SP:Iteration 6Q (128267.730000 sec): 3 clusters
  Score: Raw -1154176.510974 + Penalty 3013.949473 = -1151162.561500
  nChanged 395
		SP:Iteration 7Q (128267.950000 sec): 3 clusters
  Score: Raw -1154360.425236 + Penalty 3013.949473 = -1151346.475763
  nChanged 397
		SP:Iteration 8Q (128268.190000 sec): 3 clusters
  Score: Raw -1154543.544698 + Penalty 3013.949473 = -1151529.595224
  nChanged 374
		SP:Iteration 9Q (128268.430000 sec): 3 clusters
  Score: Raw -1154712.746303 + Penalty 3013.949473 = -1151698.796830
  nChanged 346
		SP:Iteration 10Q (128268.650000 sec): 3 clusters
  Score: Raw -1154867.438688 + Penalty 3013.949473 = -1151853.489214
  nChanged 329
		SP:Iteration 11Q (128268.900000 sec): 3 clusters
  Score: Raw -1154996.102164 + Penalty 3013.949473 = -1151982.152690
  nChanged 303
		SP:Iteration 12Q (128269.130000 sec): 3 clusters
  Score: Raw -1155113.150591 + Penalty 3013.949473 = -1152099.201117
  nChanged 240
		SP:Iteration 13Q (128269.340000 sec): 3 clusters
  Score: Raw -1155200.428709 + Penalty 3013.949473 = -1152186.479235
  nChanged 215
		SP:Iteration 14Q (128269.510000 sec): 3 clusters
  Score: Raw -1155271.298087 + Penalty 3013.949473 = -1152257.348614
  nChanged 195
		SP:Iteration 15Q (128269.710000 sec): 3 clusters
  Score: Raw -1155339.937075 + Penalty 3013.949473 = -1152325.987601
  nChanged 167
		SP:Iteration 16Q (128269.900000 sec): 3 clusters
  Score: Raw -1155391.649614 + Penalty 3013.949473 = -1152377.700140
  nChanged 145
		SP:Iteration 17Q (128270.130000 sec): 3 clusters
  Score: Raw -1155437.779239 + Penalty 3013.949473 = -1152423.829766
  nChanged 141
		SP:Iteration 18Q (128270.340000 sec): 3 clusters
  Score: Raw -1155477.096201 + Penalty 3013.949473 = -1152463.146728
  nChanged 120
		SP:Iteration 19Q (128270.540000 sec): 3 clusters
  Score: Raw -1155509.942129 + Penalty 3013.949473 = -1152495.992656
  nChanged 113
		SP:Iteration 20F (128270.780000 sec): 3 clusters
  Score: Raw -1155542.626970 + Penalty 3013.949473 = -1152528.677496
  nChanged 107
		SP:Iteration 21Q (128271.040000 sec): 3 clusters
  Score: Raw -1155571.984829 + Penalty 3013.949473 = -1152558.035356
  nChanged 112
		SP:Iteration 22Q (128271.220000 sec): 3 clusters
  Score: Raw -1155601.116240 + Penalty 3013.949473 = -1152587.166767
  nChanged 101
		SP:Iteration 23Q (128271.460000 sec): 3 clusters
  Score: Raw -1155628.072826 + Penalty 3013.949473 = -1152614.123352
  nChanged 86
		SP:Iteration 24Q (128271.680000 sec): 3 clusters
  Score: Raw -1155646.593934 + Penalty 3013.949473 = -1152632.644461
  nChanged 72
		SP:Iteration 25Q (128271.900000 sec): 3 clusters
  Score: Raw -1155660.845786 + Penalty 3013.949473 = -1152646.896313
  nChanged 59
		SP:Iteration 26Q (128272.130000 sec): 3 clusters
  Score: Raw -1155671.515162 + Penalty 3013.949473 = -1152657.565689
  nChanged 50
		SP:Iteration 27Q (128272.380000 sec): 3 clusters
  Score: Raw -1155679.353550 + Penalty 3013.949473 = -1152665.404077
  nChanged 44
		SP:Iteration 28Q (128272.590000 sec): 3 clusters
  Score: Raw -1155687.911979 + Penalty 3013.949473 = -1152673.962506
  nChanged 39
		SP:Iteration 29Q (128272.770000 sec): 3 clusters
  Score: Raw -1155694.915665 + Penalty 3013.949473 = -1152680.966192
  nChanged 39
		SP:Iteration 30Q (128272.990000 sec): 3 clusters
  Score: Raw -1155701.693666 + Penalty 3013.949473 = -1152687.744193
  nChanged 34
		SP:Iteration 31Q (128273.160000 sec): 3 clusters
  Score: Raw -1155709.279800 + Penalty 3013.949473 = -1152695.330327
  nChanged 36
		SP:Iteration 32Q (128273.330000 sec): 3 clusters
  Score: Raw -1155717.582855 + Penalty 3013.949473 = -1152703.633382
  nChanged 38
		SP:Iteration 33Q (128273.600000 sec): 3 clusters
  Score: Raw -1155725.111591 + Penalty 3013.949473 = -1152711.162118
  nChanged 48
		SP:Iteration 34Q (128273.790000 sec): 3 clusters
  Score: Raw -1155736.039647 + Penalty 3013.949473 = -1152722.090173
  nChanged 54
		SP:Iteration 35Q (128273.990000 sec): 3 clusters
  Score: Raw -1155750.833464 + Penalty 3013.949473 = -1152736.883990
  nChanged 73
		SP:Iteration 36Q (128274.240000 sec): 3 clusters
  Score: Raw -1155769.912782 + Penalty 3013.949473 = -1152755.963308
  nChanged 72
		SP:Iteration 37Q (128274.440000 sec): 3 clusters
  Score: Raw -1155788.353093 + Penalty 3013.949473 = -1152774.403620
  nChanged 70
		SP:Iteration 38Q (128274.640000 sec): 3 clusters
  Score: Raw -1155807.219791 + Penalty 3013.949473 = -1152793.270317
  nChanged 78
		SP:Iteration 39Q (128274.850000 sec): 3 clusters
  Score: Raw -1155830.212578 + Penalty 3013.949473 = -1152816.263105
  nChanged 79
		SP:Iteration 40F (128275.090000 sec): 3 clusters
  Score: Raw -1155854.765964 + Penalty 3013.949473 = -1152840.816491
  nChanged 74
		SP:Iteration 41Q (128275.270000 sec): 3 clusters
  Score: Raw -1155875.577129 + Penalty 3013.949473 = -1152861.627655
  nChanged 62
		SP:Iteration 42Q (128275.490000 sec): 3 clusters
  Score: Raw -1155894.074358 + Penalty 3013.949473 = -1152880.124885
  nChanged 59
		SP:Iteration 43Q (128275.680000 sec): 3 clusters
  Score: Raw -1155909.836868 + Penalty 3013.949473 = -1152895.887395
  nChanged 54
		SP:Iteration 44Q (128275.900000 sec): 3 clusters
  Score: Raw -1155925.807292 + Penalty 3013.949473 = -1152911.857819
  nChanged 66
		SP:Iteration 45Q (128276.100000 sec): 3 clusters
  Score: Raw -1155946.969551 + Penalty 3013.949473 = -1152933.020078
  nChanged 73
		SP:Iteration 46Q (128276.320000 sec): 3 clusters
  Score: Raw -1155970.634753 + Penalty 3013.949473 = -1152956.685279
  nChanged 67
		SP:Iteration 47Q (128276.540000 sec): 3 clusters
  Score: Raw -1155993.661255 + Penalty 3013.949473 = -1152979.711782
  nChanged 62
		SP:Iteration 48Q (128276.770000 sec): 3 clusters
  Score: Raw -1156014.847245 + Penalty 3013.949473 = -1153000.897771
  nChanged 66
		SP:Iteration 49Q (128276.970000 sec): 3 clusters
  Score: Raw -1156038.129350 + Penalty 3013.949473 = -1153024.179877
  nChanged 61
		SP:Iteration 50Q (128277.200000 sec): 3 clusters
  Score: Raw -1156056.519702 + Penalty 3013.949473 = -1153042.570228
  nChanged 51
		SP:Iteration 51Q (128277.420000 sec): 3 clusters
  Score: Raw -1156072.123020 + Penalty 3013.949473 = -1153058.173546
  nChanged 48
		SP:Iteration 52Q (128277.610000 sec): 3 clusters
  Score: Raw -1156085.447219 + Penalty 3013.949473 = -1153071.497745
  nChanged 53
		SP:Iteration 53Q (128277.840000 sec): 3 clusters
  Score: Raw -1156102.232173 + Penalty 3013.949473 = -1153088.282700
  nChanged 47
		SP:Iteration 54Q (128278.040000 sec): 3 clusters
  Score: Raw -1156113.643196 + Penalty 3013.949473 = -1153099.693722
  nChanged 35
		SP:Iteration 55Q (128278.310000 sec): 3 clusters
  Score: Raw -1156122.598549 + Penalty 3013.949473 = -1153108.649076
  nChanged 32
		SP:Iteration 56Q (128278.510000 sec): 3 clusters
  Score: Raw -1156136.072062 + Penalty 3013.949473 = -1153122.122588
  nChanged 43
		SP:Iteration 57Q (128278.670000 sec): 3 clusters
  Score: Raw -1156150.148985 + Penalty 3013.949473 = -1153136.199511
  nChanged 36
		SP:Iteration 58Q (128278.870000 sec): 3 clusters
  Score: Raw -1156164.256909 + Penalty 3013.949473 = -1153150.307435
  nChanged 45
		SP:Iteration 59Q (128279.030000 sec): 3 clusters
  Score: Raw -1156179.629887 + Penalty 3013.949473 = -1153165.680414
  nChanged 37
		SP:Iteration 60F (128279.290000 sec): 3 clusters
  Score: Raw -1156192.870237 + Penalty 3013.949473 = -1153178.920764
  nChanged 31
		SP:Iteration 61Q (128279.480000 sec): 3 clusters
  Score: Raw -1156202.772907 + Penalty 3013.949473 = -1153188.823434
  nChanged 20
		SP:Iteration 62Q (128279.720000 sec): 3 clusters
  Score: Raw -1156208.267865 + Penalty 3013.949473 = -1153194.318392
  nChanged 22
		SP:Iteration 63Q (128279.940000 sec): 3 clusters
  Score: Raw -1156215.527045 + Penalty 3013.949473 = -1153201.577572
  nChanged 25
		SP:Iteration 64Q (128280.170000 sec): 3 clusters
  Score: Raw -1156223.769408 + Penalty 3013.949473 = -1153209.819935
  nChanged 26
		SP:Iteration 65Q (128280.410000 sec): 3 clusters
  Score: Raw -1156232.290466 + Penalty 3013.949473 = -1153218.340992
  nChanged 22
		SP:Iteration 66Q (128280.600000 sec): 3 clusters
  Score: Raw -1156240.110831 + Penalty 3013.949473 = -1153226.161358
  nChanged 23
		SP:Iteration 67Q (128280.850000 sec): 3 clusters
  Score: Raw -1156247.558758 + Penalty 3013.949473 = -1153233.609284
  nChanged 26
		SP:Iteration 68Q (128281.020000 sec): 3 clusters
  Score: Raw -1156255.809321 + Penalty 3013.949473 = -1153241.859847
  nChanged 27
		SP:Iteration 69Q (128281.220000 sec): 3 clusters
  Score: Raw -1156263.064900 + Penalty 3013.949473 = -1153249.115427
  nChanged 16
		SP:Iteration 70Q (128281.460000 sec): 3 clusters
  Score: Raw -1156269.393494 + Penalty 3013.949473 = -1153255.444021
  nChanged 19
		SP:Iteration 71Q (128281.620000 sec): 3 clusters
  Score: Raw -1156276.489701 + Penalty 3013.949473 = -1153262.540228
  nChanged 18
		SP:Iteration 72Q (128281.820000 sec): 3 clusters
  Score: Raw -1156281.457878 + Penalty 3013.949473 = -1153267.508405
  nChanged 15
		SP:Iteration 73Q (128281.980000 sec): 3 clusters
  Score: Raw -1156285.059661 + Penalty 3013.949473 = -1153271.110188
  nChanged 13
		SP:Iteration 74Q (128282.220000 sec): 3 clusters
  Score: Raw -1156288.604458 + Penalty 3013.949473 = -1153274.654984
  nChanged 11
		SP:Iteration 75Q (128282.430000 sec): 3 clusters
  Score: Raw -1156291.788353 + Penalty 3013.949473 = -1153277.838879
  nChanged 11
		SP:Iteration 76Q (128282.660000 sec): 3 clusters
  Score: Raw -1156294.791160 + Penalty 3013.949473 = -1153280.841686
  nChanged 12
		SP:Iteration 77Q (128282.910000 sec): 3 clusters
  Score: Raw -1156299.173740 + Penalty 3013.949473 = -1153285.224266
  nChanged 15
		SP:Iteration 78Q (128283.140000 sec): 3 clusters
  Score: Raw -1156304.531911 + Penalty 3013.949473 = -1153290.582437
  nChanged 10
		SP:Iteration 79Q (128283.270000 sec): 3 clusters
  Score: Raw -1156306.660531 + Penalty 3013.949473 = -1153292.711057
  nChanged 6
		SP:Iteration 80F (128283.480000 sec): 3 clusters
  Score: Raw -1156308.051476 + Penalty 3013.949473 = -1153294.102003
  nChanged 10
		SP:Iteration 81Q (128283.700000 sec): 3 clusters
  Score: Raw -1156310.844751 + Penalty 3013.949473 = -1153296.895278
  nChanged 5
		SP:Iteration 82Q (128283.950000 sec): 3 clusters
  Score: Raw -1156312.220332 + Penalty 3013.949473 = -1153298.270858
  nChanged 8
		SP:Iteration 83Q (128284.150000 sec): 3 clusters
  Score: Raw -1156315.097363 + Penalty 3013.949473 = -1153301.147890
  nChanged 6
		SP:Iteration 84Q (128284.400000 sec): 3 clusters
  Score: Raw -1156317.351432 + Penalty 3013.949473 = -1153303.401959
  nChanged 4
		SP:Iteration 85Q (128284.650000 sec): 3 clusters
  Score: Raw -1156318.162099 + Penalty 3013.949473 = -1153304.212626
  nChanged 5
		SP:Iteration 86Q (128284.840000 sec): 3 clusters
  Score: Raw -1156320.021617 + Penalty 3013.949473 = -1153306.072143
  nChanged 4
		SP:Iteration 87Q (128285.040000 sec): 3 clusters
  Score: Raw -1156320.955568 + Penalty 3013.949473 = -1153307.006095
  nChanged 4
		SP:Iteration 88Q (128285.230000 sec): 3 clusters
  Score: Raw -1156321.840747 + Penalty 3013.949473 = -1153307.891274
  nChanged 3
		SP:Iteration 89Q (128285.450000 sec): 3 clusters
  Score: Raw -1156322.570966 + Penalty 3013.949473 = -1153308.621492
  nChanged 0
		SP:Iteration 90F (128285.660000 sec): 3 clusters
  Score: Raw -1156322.570966 + Penalty 3013.949473 = -1153308.621492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128285.760000 sec): 2 clusters
  Score: Raw -760163.470442 + Penalty 1436.523705 = -758726.946737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128285.980000 sec): 3 clusters
  Score: Raw -756374.941493 + Penalty 2873.047410 = -753501.894082
  nChanged 2918
		SP:Iteration 1F (128286.220000 sec): 3 clusters
  Score: Raw -757914.734882 + Penalty 2873.047410 = -755041.687472
  nChanged 471
		SP:Iteration 2F (128286.420000 sec): 3 clusters
  Score: Raw -758134.505059 + Penalty 2873.047410 = -755261.457648
  nChanged 390
		SP:Iteration 3F (128286.600000 sec): 3 clusters
  Score: Raw -758353.469497 + Penalty 2873.047410 = -755480.422087
  nChanged 381
		SP:Iteration 4F (128286.810000 sec): 3 clusters
  Score: Raw -758613.603758 + Penalty 2873.047410 = -755740.556347
  nChanged 408
		SP:Iteration 5F (128287.040000 sec): 3 clusters
  Score: Raw -758880.221196 + Penalty 2873.047410 = -756007.173785
  nChanged 371
		SP:Iteration 6F (128287.280000 sec): 3 clusters
  Score: Raw -759141.122113 + Penalty 2873.047410 = -756268.074703
  nChanged 385
		SP:Iteration 7F (128287.470000 sec): 3 clusters
  Score: Raw -759435.663099 + Penalty 2873.047410 = -756562.615689
  nChanged 357
		SP:Iteration 8F (128287.660000 sec): 3 clusters
  Score: Raw -759700.265971 + Penalty 2873.047410 = -756827.218561
  nChanged 296
		SP:Iteration 9Q (128287.840000 sec): 3 clusters
  Score: Raw -759907.618041 + Penalty 2873.047410 = -757034.570631
  nChanged 229
		SP:Iteration 10Q (128288.010000 sec): 3 clusters
  Score: Raw -760050.800405 + Penalty 2873.047410 = -757177.752994
  nChanged 154
		SP:Iteration 11Q (128288.250000 sec): 3 clusters
  Score: Raw -760139.217732 + Penalty 2873.047410 = -757266.170322
  nChanged 115
		SP:Iteration 12Q (128288.430000 sec): 3 clusters
  Score: Raw -760206.173411 + Penalty 2873.047410 = -757333.126001
  nChanged 100
		SP:Iteration 13Q (128288.630000 sec): 3 clusters
  Score: Raw -760256.371954 + Penalty 2873.047410 = -757383.324543
  nChanged 75
		SP:Iteration 14Q (128288.790000 sec): 3 clusters
  Score: Raw -760290.692690 + Penalty 2873.047410 = -757417.645280
  nChanged 56
		SP:Iteration 15Q (128288.980000 sec): 3 clusters
  Score: Raw -760314.170015 + Penalty 2873.047410 = -757441.122605
  nChanged 44
		SP:Iteration 16Q (128289.190000 sec): 3 clusters
  Score: Raw -760334.861132 + Penalty 2873.047410 = -757461.813722
  nChanged 39
		SP:Iteration 17Q (128289.340000 sec): 3 clusters
  Score: Raw -760351.209108 + Penalty 2873.047410 = -757478.161698
  nChanged 35
		SP:Iteration 18Q (128289.570000 sec): 3 clusters
  Score: Raw -760366.871018 + Penalty 2873.047410 = -757493.823608
  nChanged 26
		SP:Iteration 19Q (128289.800000 sec): 3 clusters
  Score: Raw -760378.223710 + Penalty 2873.047410 = -757505.176300
  nChanged 25
		SP:Iteration 20F (128289.960000 sec): 3 clusters
  Score: Raw -760387.732913 + Penalty 2873.047410 = -757514.685503
  nChanged 20
		SP:Iteration 21Q (128290.150000 sec): 3 clusters
  Score: Raw -760395.809856 + Penalty 2873.047410 = -757522.762446
  nChanged 19
		SP:Iteration 22Q (128290.360000 sec): 3 clusters
  Score: Raw -760404.432421 + Penalty 2873.047410 = -757531.385011
  nChanged 17
		SP:Iteration 23Q (128290.490000 sec): 3 clusters
  Score: Raw -760411.035432 + Penalty 2873.047410 = -757537.988022
  nChanged 14
		SP:Iteration 24Q (128290.710000 sec): 3 clusters
  Score: Raw -760416.798820 + Penalty 2873.047410 = -757543.751410
  nChanged 17
		SP:Iteration 25Q (128290.900000 sec): 3 clusters
  Score: Raw -760422.281445 + Penalty 2873.047410 = -757549.234035
  nChanged 11
		SP:Iteration 26Q (128291.140000 sec): 3 clusters
  Score: Raw -760427.275260 + Penalty 2873.047410 = -757554.227849
  nChanged 16
		SP:Iteration 27Q (128291.350000 sec): 3 clusters
  Score: Raw -760431.729406 + Penalty 2873.047410 = -757558.681996
  nChanged 9
		SP:Iteration 28Q (128291.550000 sec): 3 clusters
  Score: Raw -760435.093760 + Penalty 2873.047410 = -757562.046349
  nChanged 10
		SP:Iteration 29Q (128291.760000 sec): 3 clusters
  Score: Raw -760438.297281 + Penalty 2873.047410 = -757565.249871
  nChanged 9
		SP:Iteration 30Q (128291.930000 sec): 3 clusters
  Score: Raw -760440.865691 + Penalty 2873.047410 = -757567.818280
  nChanged 8
		SP:Iteration 31Q (128292.100000 sec): 3 clusters
  Score: Raw -760443.199132 + Penalty 2873.047410 = -757570.151721
  nChanged 3
		SP:Iteration 32Q (128292.300000 sec): 3 clusters
  Score: Raw -760444.188954 + Penalty 2873.047410 = -757571.141544
  nChanged 5
		SP:Iteration 33Q (128292.510000 sec): 3 clusters
  Score: Raw -760445.940208 + Penalty 2873.047410 = -757572.892798
  nChanged 3
		SP:Iteration 34Q (128292.700000 sec): 3 clusters
  Score: Raw -760446.858939 + Penalty 2873.047410 = -757573.811529
  nChanged 7
		SP:Iteration 35Q (128292.890000 sec): 3 clusters
  Score: Raw -760449.199675 + Penalty 2873.047410 = -757576.152265
  nChanged 4
		SP:Iteration 36Q (128293.120000 sec): 3 clusters
  Score: Raw -760450.600014 + Penalty 2873.047410 = -757577.552604
  nChanged 5
		SP:Iteration 37Q (128293.300000 sec): 3 clusters
  Score: Raw -760451.804994 + Penalty 2873.047410 = -757578.757583
  nChanged 1
		SP:Iteration 38Q (128293.550000 sec): 3 clusters
  Score: Raw -760452.018725 + Penalty 2873.047410 = -757578.971315
  nChanged 1
		SP:Iteration 39Q (128293.760000 sec): 3 clusters
  Score: Raw -760452.190880 + Penalty 2873.047410 = -757579.143470
  nChanged 1
		SP:Iteration 40F (128293.940000 sec): 3 clusters
  Score: Raw -760452.324674 + Penalty 2873.047410 = -757579.277264
  nChanged 1
		SP:Iteration 41Q (128294.110000 sec): 3 clusters
  Score: Raw -760452.476502 + Penalty 2873.047410 = -757579.429091
  nChanged 0
		SP:Iteration 42F (128294.310000 sec): 3 clusters
  Score: Raw -760452.476502 + Penalty 2873.047410 = -757579.429091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128294.420000 sec): 2 clusters
  Score: Raw -61369.023312 + Penalty 1037.045103 = -60331.978209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128294.590000 sec): 3 clusters
  Score: Raw -61259.123820 + Penalty 2074.090206 = -59185.033614
  nChanged 162
		SP:Iteration 1F (128294.800000 sec): 3 clusters
  Score: Raw -61451.231089 + Penalty 2074.090206 = -59377.140884
  nChanged 44
		SP:Iteration 2F (128294.980000 sec): 3 clusters
  Score: Raw -61536.589619 + Penalty 2074.090206 = -59462.499413
  nChanged 19
		SP:Iteration 3Q (128295.120000 sec): 3 clusters
  Score: Raw -61568.652946 + Penalty 2074.090206 = -59494.562741
  nChanged 15
		SP:Iteration 4Q (128295.340000 sec): 3 clusters
  Score: Raw -61594.218557 + Penalty 2074.090206 = -59520.128352
  nChanged 15
		SP:Iteration 5Q (128295.510000 sec): 3 clusters
  Score: Raw -61627.609394 + Penalty 2074.090206 = -59553.519188
  nChanged 12
		SP:Iteration 6Q (128295.700000 sec): 3 clusters
  Score: Raw -61652.288386 + Penalty 2074.090206 = -59578.198181
  nChanged 10
		SP:Iteration 7Q (128295.880000 sec): 3 clusters
  Score: Raw -61683.642715 + Penalty 2074.090206 = -59609.552509
  nChanged 12
		SP:Iteration 8Q (128296.050000 sec): 3 clusters
  Score: Raw -61709.007949 + Penalty 2074.090206 = -59634.917743
  nChanged 10
		SP:Iteration 9Q (128296.190000 sec): 3 clusters
  Score: Raw -61721.774395 + Penalty 2074.090206 = -59647.684189
  nChanged 4
		SP:Iteration 10Q (128296.380000 sec): 3 clusters
  Score: Raw -61725.913817 + Penalty 2074.090206 = -59651.823612
  nChanged 2
		SP:Iteration 11Q (128296.530000 sec): 3 clusters
  Score: Raw -61730.366162 + Penalty 2074.090206 = -59656.275956
  nChanged 6
		SP:Iteration 12Q (128296.690000 sec): 3 clusters
  Score: Raw -61739.335605 + Penalty 2074.090206 = -59665.245400
  nChanged 3
		SP:Iteration 13Q (128296.900000 sec): 3 clusters
  Score: Raw -61740.744728 + Penalty 2074.090206 = -59666.654522
  nChanged 1
		SP:Iteration 14Q (128296.990000 sec): 3 clusters
  Score: Raw -61741.671398 + Penalty 2074.090206 = -59667.581192
  nChanged 1
		SP:Iteration 15Q (128297.140000 sec): 3 clusters
  Score: Raw -61743.682261 + Penalty 2074.090206 = -59669.592055
  nChanged 0
		SP:Iteration 16F (128297.270000 sec): 3 clusters
  Score: Raw -61743.682261 + Penalty 2074.090206 = -59669.592055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128297.420000 sec): 2 clusters
  Score: Raw -1268718.900427 + Penalty 1520.546210 = -1267198.354217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128297.620000 sec): 3 clusters
  Score: Raw -1262075.244637 + Penalty 3041.092421 = -1259034.152217
  nChanged 5058
		SP:Iteration 1F (128297.840000 sec): 3 clusters
  Score: Raw -1264984.665152 + Penalty 3041.092421 = -1261943.572732
  nChanged 839
		SP:Iteration 2F (128298.030000 sec): 3 clusters
  Score: Raw -1265459.454736 + Penalty 3041.092421 = -1262418.362316
  nChanged 746
		SP:Iteration 3F (128298.270000 sec): 3 clusters
  Score: Raw -1265949.803776 + Penalty 3041.092421 = -1262908.711356
  nChanged 787
		SP:Iteration 4F (128298.530000 sec): 3 clusters
  Score: Raw -1266542.343802 + Penalty 3041.092421 = -1263501.251382
  nChanged 804
		SP:Iteration 5F (128298.800000 sec): 3 clusters
  Score: Raw -1267191.064450 + Penalty 3041.092421 = -1264149.972029
  nChanged 683
		SP:Iteration 6F (128299.020000 sec): 3 clusters
  Score: Raw -1267704.914415 + Penalty 3041.092421 = -1264663.821994
  nChanged 567
		SP:Iteration 7Q (128299.260000 sec): 3 clusters
  Score: Raw -1268130.614265 + Penalty 3041.092421 = -1265089.521844
  nChanged 464
		SP:Iteration 8Q (128299.420000 sec): 3 clusters
  Score: Raw -1268468.159344 + Penalty 3041.092421 = -1265427.066923
  nChanged 364
		SP:Iteration 9Q (128299.650000 sec): 3 clusters
  Score: Raw -1268754.717292 + Penalty 3041.092421 = -1265713.624872
  nChanged 322
		SP:Iteration 10Q (128299.900000 sec): 3 clusters
  Score: Raw -1269004.606390 + Penalty 3041.092421 = -1265963.513970
  nChanged 252
		SP:Iteration 11Q (128300.120000 sec): 3 clusters
  Score: Raw -1269202.524753 + Penalty 3041.092421 = -1266161.432332
  nChanged 219
		SP:Iteration 12Q (128300.360000 sec): 3 clusters
  Score: Raw -1269381.871583 + Penalty 3041.092421 = -1266340.779162
  nChanged 194
		SP:Iteration 13Q (128300.570000 sec): 3 clusters
  Score: Raw -1269500.823121 + Penalty 3041.092421 = -1266459.730700
  nChanged 136
		SP:Iteration 14Q (128300.790000 sec): 3 clusters
  Score: Raw -1269559.122139 + Penalty 3041.092421 = -1266518.029718
  nChanged 106
		SP:Iteration 15Q (128301.010000 sec): 3 clusters
  Score: Raw -1269595.658504 + Penalty 3041.092421 = -1266554.566084
  nChanged 85
		SP:Iteration 16Q (128301.210000 sec): 3 clusters
  Score: Raw -1269621.151779 + Penalty 3041.092421 = -1266580.059359
  nChanged 78
		SP:Iteration 17Q (128301.430000 sec): 3 clusters
  Score: Raw -1269638.588175 + Penalty 3041.092421 = -1266597.495754
  nChanged 51
		SP:Iteration 18Q (128301.620000 sec): 3 clusters
  Score: Raw -1269649.444651 + Penalty 3041.092421 = -1266608.352231
  nChanged 41
		SP:Iteration 19Q (128301.860000 sec): 3 clusters
  Score: Raw -1269659.001447 + Penalty 3041.092421 = -1266617.909027
  nChanged 43
		SP:Iteration 20F (128302.070000 sec): 3 clusters
  Score: Raw -1269666.964419 + Penalty 3041.092421 = -1266625.871998
  nChanged 28
		SP:Iteration 21Q (128302.310000 sec): 3 clusters
  Score: Raw -1269672.478994 + Penalty 3041.092421 = -1266631.386573
  nChanged 29
		SP:Iteration 22Q (128302.570000 sec): 3 clusters
  Score: Raw -1269679.601025 + Penalty 3041.092421 = -1266638.508604
  nChanged 33
		SP:Iteration 23Q (128302.780000 sec): 3 clusters
  Score: Raw -1269687.262389 + Penalty 3041.092421 = -1266646.169968
  nChanged 36
		SP:Iteration 24Q (128303.010000 sec): 3 clusters
  Score: Raw -1269693.644740 + Penalty 3041.092421 = -1266652.552319
  nChanged 26
		SP:Iteration 25Q (128303.240000 sec): 3 clusters
  Score: Raw -1269698.287235 + Penalty 3041.092421 = -1266657.194814
  nChanged 19
		SP:Iteration 26Q (128303.480000 sec): 3 clusters
  Score: Raw -1269700.986759 + Penalty 3041.092421 = -1266659.894338
  nChanged 16
		SP:Iteration 27Q (128303.670000 sec): 3 clusters
  Score: Raw -1269703.066915 + Penalty 3041.092421 = -1266661.974494
  nChanged 13
		SP:Iteration 28Q (128303.850000 sec): 3 clusters
  Score: Raw -1269704.565011 + Penalty 3041.092421 = -1266663.472590
  nChanged 13
		SP:Iteration 29Q (128304.110000 sec): 3 clusters
  Score: Raw -1269706.217958 + Penalty 3041.092421 = -1266665.125537
  nChanged 6
		SP:Iteration 30Q (128304.320000 sec): 3 clusters
  Score: Raw -1269706.823330 + Penalty 3041.092421 = -1266665.730910
  nChanged 2
		SP:Iteration 31Q (128304.550000 sec): 3 clusters
  Score: Raw -1269706.932831 + Penalty 3041.092421 = -1266665.840410
  nChanged 1
		SP:Iteration 32Q (128304.760000 sec): 3 clusters
  Score: Raw -1269707.014361 + Penalty 3041.092421 = -1266665.921941
  nChanged 0
		SP:Iteration 33F (128304.990000 sec): 3 clusters
  Score: Raw -1269707.014361 + Penalty 3041.092421 = -1266665.921941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128305.090000 sec): 2 clusters
  Score: Raw -441267.486364 + Penalty 1351.279554 = -439916.206811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128305.310000 sec): 3 clusters
  Score: Raw -439196.907024 + Penalty 2702.559107 = -436494.347917
  nChanged 1661
		SP:Iteration 1F (128305.500000 sec): 3 clusters
  Score: Raw -440194.454079 + Penalty 2702.559107 = -437491.894972
  nChanged 370
		SP:Iteration 2F (128305.650000 sec): 3 clusters
  Score: Raw -440503.866222 + Penalty 2702.559107 = -437801.307115
  nChanged 296
		SP:Iteration 3F (128305.820000 sec): 3 clusters
  Score: Raw -440785.137751 + Penalty 2702.559107 = -438082.578644
  nChanged 268
		SP:Iteration 4F (128306.010000 sec): 3 clusters
  Score: Raw -441018.611558 + Penalty 2702.559107 = -438316.052450
  nChanged 248
		SP:Iteration 5F (128306.140000 sec): 3 clusters
  Score: Raw -441234.399776 + Penalty 2702.559107 = -438531.840669
  nChanged 210
		SP:Iteration 6F (128306.300000 sec): 3 clusters
  Score: Raw -441387.021969 + Penalty 2702.559107 = -438684.462862
  nChanged 143
		SP:Iteration 7Q (128306.520000 sec): 3 clusters
  Score: Raw -441483.857757 + Penalty 2702.559107 = -438781.298650
  nChanged 90
		SP:Iteration 8Q (128306.720000 sec): 3 clusters
  Score: Raw -441544.129285 + Penalty 2702.559107 = -438841.570178
  nChanged 81
		SP:Iteration 9Q (128306.900000 sec): 3 clusters
  Score: Raw -441594.533317 + Penalty 2702.559107 = -438891.974210
  nChanged 67
		SP:Iteration 10Q (128307.070000 sec): 3 clusters
  Score: Raw -441627.836979 + Penalty 2702.559107 = -438925.277872
  nChanged 51
		SP:Iteration 11Q (128307.260000 sec): 3 clusters
  Score: Raw -441650.847954 + Penalty 2702.559107 = -438948.288847
  nChanged 42
		SP:Iteration 12Q (128307.470000 sec): 3 clusters
  Score: Raw -441673.443277 + Penalty 2702.559107 = -438970.884170
  nChanged 38
		SP:Iteration 13Q (128307.690000 sec): 3 clusters
  Score: Raw -441693.237598 + Penalty 2702.559107 = -438990.678491
  nChanged 40
		SP:Iteration 14Q (128307.840000 sec): 3 clusters
  Score: Raw -441714.829462 + Penalty 2702.559107 = -439012.270355
  nChanged 39
		SP:Iteration 15Q (128308.050000 sec): 3 clusters
  Score: Raw -441733.683113 + Penalty 2702.559107 = -439031.124006
  nChanged 37
		SP:Iteration 16Q (128308.190000 sec): 3 clusters
  Score: Raw -441754.996653 + Penalty 2702.559107 = -439052.437546
  nChanged 37
		SP:Iteration 17Q (128308.380000 sec): 3 clusters
  Score: Raw -441775.707488 + Penalty 2702.559107 = -439073.148381
  nChanged 36
		SP:Iteration 18Q (128308.540000 sec): 3 clusters
  Score: Raw -441795.939980 + Penalty 2702.559107 = -439093.380873
  nChanged 30
		SP:Iteration 19Q (128308.760000 sec): 3 clusters
  Score: Raw -441809.409633 + Penalty 2702.559107 = -439106.850526
  nChanged 25
		SP:Iteration 20F (128308.920000 sec): 3 clusters
  Score: Raw -441816.997990 + Penalty 2702.559107 = -439114.438883
  nChanged 17
		SP:Iteration 21Q (128309.120000 sec): 3 clusters
  Score: Raw -441822.016910 + Penalty 2702.559107 = -439119.457803
  nChanged 9
		SP:Iteration 22Q (128309.280000 sec): 3 clusters
  Score: Raw -441823.827680 + Penalty 2702.559107 = -439121.268573
  nChanged 4
		SP:Iteration 23Q (128309.470000 sec): 3 clusters
  Score: Raw -441824.471954 + Penalty 2702.559107 = -439121.912847
  nChanged 3
		SP:Iteration 24Q (128309.640000 sec): 3 clusters
  Score: Raw -441824.814376 + Penalty 2702.559107 = -439122.255269
  nChanged 2
		SP:Iteration 25Q (128309.820000 sec): 3 clusters
  Score: Raw -441825.056899 + Penalty 2702.559107 = -439122.497792
  nChanged 1
		SP:Iteration 26Q (128309.980000 sec): 3 clusters
  Score: Raw -441825.092602 + Penalty 2702.559107 = -439122.533495
  nChanged 0
		SP:Iteration 27F (128310.210000 sec): 3 clusters
  Score: Raw -441825.092602 + Penalty 2702.559107 = -439122.533495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (13120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128310.370000 sec): 2 clusters
  Score: Raw -1333940.724595 + Penalty 1540.807623 = -1332399.916972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128310.600000 sec): 3 clusters
  Score: Raw -1326332.097336 + Penalty 3081.615245 = -1323250.482090
  nChanged 5811
		SP:Iteration 1F (128310.850000 sec): 3 clusters
  Score: Raw -1329819.220140 + Penalty 3081.615245 = -1326737.604895
  nChanged 883
		SP:Iteration 2F (128311.100000 sec): 3 clusters
  Score: Raw -1330334.116040 + Penalty 3081.615245 = -1327252.500795
  nChanged 823
		SP:Iteration 3F (128311.330000 sec): 3 clusters
  Score: Raw -1330835.173542 + Penalty 3081.615245 = -1327753.558297
  nChanged 720
		SP:Iteration 4F (128311.610000 sec): 3 clusters
  Score: Raw -1331249.539199 + Penalty 3081.615245 = -1328167.923954
  nChanged 636
		SP:Iteration 5Q (128311.860000 sec): 3 clusters
  Score: Raw -1331609.189785 + Penalty 3081.615245 = -1328527.574540
  nChanged 574
		SP:Iteration 6Q (128312.060000 sec): 3 clusters
  Score: Raw -1331941.568957 + Penalty 3081.615245 = -1328859.953712
  nChanged 569
		SP:Iteration 7Q (128312.320000 sec): 3 clusters
  Score: Raw -1332282.732987 + Penalty 3081.615245 = -1329201.117742
  nChanged 513
		SP:Iteration 8Q (128312.530000 sec): 3 clusters
  Score: Raw -1332546.293794 + Penalty 3081.615245 = -1329464.678548
  nChanged 411
		SP:Iteration 9Q (128312.790000 sec): 3 clusters
  Score: Raw -1332737.220292 + Penalty 3081.615245 = -1329655.605047
  nChanged 333
		SP:Iteration 10Q (128312.990000 sec): 3 clusters
  Score: Raw -1332870.263677 + Penalty 3081.615245 = -1329788.648431
  nChanged 261
		SP:Iteration 11Q (128313.210000 sec): 3 clusters
  Score: Raw -1332966.719034 + Penalty 3081.615245 = -1329885.103789
  nChanged 221
		SP:Iteration 12Q (128313.460000 sec): 3 clusters
  Score: Raw -1333033.719117 + Penalty 3081.615245 = -1329952.103872
  nChanged 172
		SP:Iteration 13Q (128313.760000 sec): 3 clusters
  Score: Raw -1333081.478618 + Penalty 3081.615245 = -1329999.863373
  nChanged 146
		SP:Iteration 14Q (128313.960000 sec): 3 clusters
  Score: Raw -1333127.752836 + Penalty 3081.615245 = -1330046.137590
  nChanged 147
		SP:Iteration 15Q (128314.210000 sec): 3 clusters
  Score: Raw -1333172.564396 + Penalty 3081.615245 = -1330090.949151
  nChanged 127
		SP:Iteration 16Q (128314.460000 sec): 3 clusters
  Score: Raw -1333212.057022 + Penalty 3081.615245 = -1330130.441777
  nChanged 115
		SP:Iteration 17Q (128314.690000 sec): 3 clusters
  Score: Raw -1333250.183600 + Penalty 3081.615245 = -1330168.568355
  nChanged 122
		SP:Iteration 18Q (128314.880000 sec): 3 clusters
  Score: Raw -1333290.391404 + Penalty 3081.615245 = -1330208.776158
  nChanged 130
		SP:Iteration 19Q (128315.140000 sec): 3 clusters
  Score: Raw -1333329.385089 + Penalty 3081.615245 = -1330247.769843
  nChanged 122
		SP:Iteration 20F (128315.330000 sec): 3 clusters
  Score: Raw -1333364.195769 + Penalty 3081.615245 = -1330282.580523
  nChanged 107
		SP:Iteration 21Q (128315.580000 sec): 3 clusters
  Score: Raw -1333396.148823 + Penalty 3081.615245 = -1330314.533578
  nChanged 101
		SP:Iteration 22Q (128315.790000 sec): 3 clusters
  Score: Raw -1333430.979614 + Penalty 3081.615245 = -1330349.364369
  nChanged 119
		SP:Iteration 23Q (128316.010000 sec): 3 clusters
  Score: Raw -1333472.413712 + Penalty 3081.615245 = -1330390.798467
  nChanged 106
		SP:Iteration 24Q (128316.250000 sec): 3 clusters
  Score: Raw -1333501.214551 + Penalty 3081.615245 = -1330419.599305
  nChanged 103
		SP:Iteration 25Q (128316.510000 sec): 3 clusters
  Score: Raw -1333529.612500 + Penalty 3081.615245 = -1330447.997254
  nChanged 103
		SP:Iteration 26Q (128316.730000 sec): 3 clusters
  Score: Raw -1333560.009985 + Penalty 3081.615245 = -1330478.394739
  nChanged 124
		SP:Iteration 27Q (128316.990000 sec): 3 clusters
  Score: Raw -1333604.417237 + Penalty 3081.615245 = -1330522.801991
  nChanged 114
		SP:Iteration 28Q (128317.260000 sec): 3 clusters
  Score: Raw -1333639.969141 + Penalty 3081.615245 = -1330558.353896
  nChanged 115
		SP:Iteration 29Q (128317.470000 sec): 3 clusters
  Score: Raw -1333677.792750 + Penalty 3081.615245 = -1330596.177505
  nChanged 118
		SP:Iteration 30Q (128317.690000 sec): 3 clusters
  Score: Raw -1333715.562375 + Penalty 3081.615245 = -1330633.947129
  nChanged 114
		SP:Iteration 31Q (128317.910000 sec): 3 clusters
  Score: Raw -1333758.763210 + Penalty 3081.615245 = -1330677.147965
  nChanged 117
		SP:Iteration 32Q (128318.160000 sec): 3 clusters
  Score: Raw -1333804.707209 + Penalty 3081.615245 = -1330723.091964
  nChanged 106
		SP:Iteration 33Q (128318.370000 sec): 3 clusters
  Score: Raw -1333844.306084 + Penalty 3081.615245 = -1330762.690839
  nChanged 114
		SP:Iteration 34Q (128318.610000 sec): 3 clusters
  Score: Raw -1333883.669615 + Penalty 3081.615245 = -1330802.054369
  nChanged 110
		SP:Iteration 35Q (128318.870000 sec): 3 clusters
  Score: Raw -1333923.795614 + Penalty 3081.615245 = -1330842.180369
  nChanged 89
		SP:Iteration 36Q (128319.120000 sec): 3 clusters
  Score: Raw -1333957.945950 + Penalty 3081.615245 = -1330876.330705
  nChanged 79
		SP:Iteration 37Q (128319.370000 sec): 3 clusters
  Score: Raw -1333986.441189 + Penalty 3081.615245 = -1330904.825943
  nChanged 91
		SP:Iteration 38Q (128319.580000 sec): 3 clusters
  Score: Raw -1334020.455524 + Penalty 3081.615245 = -1330938.840278
  nChanged 64
		SP:Iteration 39Q (128319.810000 sec): 3 clusters
  Score: Raw -1334045.776379 + Penalty 3081.615245 = -1330964.161134
  nChanged 74
		SP:Iteration 40F (128320.030000 sec): 3 clusters
  Score: Raw -1334071.755569 + Penalty 3081.615245 = -1330990.140324
  nChanged 68
		SP:Iteration 41Q (128320.280000 sec): 3 clusters
  Score: Raw -1334094.459223 + Penalty 3081.615245 = -1331012.843978
  nChanged 58
		SP:Iteration 42Q (128320.500000 sec): 3 clusters
  Score: Raw -1334114.762150 + Penalty 3081.615245 = -1331033.146904
  nChanged 57
		SP:Iteration 43Q (128320.710000 sec): 3 clusters
  Score: Raw -1334134.557451 + Penalty 3081.615245 = -1331052.942206
  nChanged 51
		SP:Iteration 44Q (128320.970000 sec): 3 clusters
  Score: Raw -1334149.019698 + Penalty 3081.615245 = -1331067.404453
  nChanged 45
		SP:Iteration 45Q (128321.180000 sec): 3 clusters
  Score: Raw -1334164.223658 + Penalty 3081.615245 = -1331082.608413
  nChanged 43
		SP:Iteration 46Q (128321.430000 sec): 3 clusters
  Score: Raw -1334178.896550 + Penalty 3081.615245 = -1331097.281305
  nChanged 44
		SP:Iteration 47Q (128321.650000 sec): 3 clusters
  Score: Raw -1334194.657817 + Penalty 3081.615245 = -1331113.042572
  nChanged 42
		SP:Iteration 48Q (128321.870000 sec): 3 clusters
  Score: Raw -1334208.103863 + Penalty 3081.615245 = -1331126.488617
  nChanged 40
		SP:Iteration 49Q (128322.070000 sec): 3 clusters
  Score: Raw -1334223.170538 + Penalty 3081.615245 = -1331141.555293
  nChanged 36
		SP:Iteration 50Q (128322.290000 sec): 3 clusters
  Score: Raw -1334234.969512 + Penalty 3081.615245 = -1331153.354266
  nChanged 30
		SP:Iteration 51Q (128322.520000 sec): 3 clusters
  Score: Raw -1334243.482962 + Penalty 3081.615245 = -1331161.867716
  nChanged 21
		SP:Iteration 52Q (128322.710000 sec): 3 clusters
  Score: Raw -1334251.047148 + Penalty 3081.615245 = -1331169.431902
  nChanged 21
		SP:Iteration 53Q (128322.970000 sec): 3 clusters
  Score: Raw -1334256.496597 + Penalty 3081.615245 = -1331174.881351
  nChanged 22
		SP:Iteration 54Q (128323.170000 sec): 3 clusters
  Score: Raw -1334263.020202 + Penalty 3081.615245 = -1331181.404957
  nChanged 15
		SP:Iteration 55Q (128323.370000 sec): 3 clusters
  Score: Raw -1334268.350581 + Penalty 3081.615245 = -1331186.735336
  nChanged 13
		SP:Iteration 56Q (128323.610000 sec): 3 clusters
  Score: Raw -1334274.151267 + Penalty 3081.615245 = -1331192.536022
  nChanged 17
		SP:Iteration 57Q (128323.800000 sec): 3 clusters
  Score: Raw -1334279.116772 + Penalty 3081.615245 = -1331197.501527
  nChanged 9
		SP:Iteration 58Q (128324.010000 sec): 3 clusters
  Score: Raw -1334280.615826 + Penalty 3081.615245 = -1331199.000580
  nChanged 7
		SP:Iteration 59Q (128324.230000 sec): 3 clusters
  Score: Raw -1334281.991764 + Penalty 3081.615245 = -1331200.376519
  nChanged 5
		SP:Iteration 60F (128324.450000 sec): 3 clusters
  Score: Raw -1334283.531456 + Penalty 3081.615245 = -1331201.916211
  nChanged 7
		SP:Iteration 61Q (128324.660000 sec): 3 clusters
  Score: Raw -1334284.854054 + Penalty 3081.615245 = -1331203.238809
  nChanged 7
		SP:Iteration 62Q (128324.900000 sec): 3 clusters
  Score: Raw -1334286.567233 + Penalty 3081.615245 = -1331204.951988
  nChanged 6
		SP:Iteration 63Q (128325.120000 sec): 3 clusters
  Score: Raw -1334288.027315 + Penalty 3081.615245 = -1331206.412069
  nChanged 7
		SP:Iteration 64Q (128325.330000 sec): 3 clusters
  Score: Raw -1334290.113715 + Penalty 3081.615245 = -1331208.498470
  nChanged 14
		SP:Iteration 65Q (128325.530000 sec): 3 clusters
  Score: Raw -1334293.987439 + Penalty 3081.615245 = -1331212.372193
  nChanged 13
		SP:Iteration 66Q (128325.750000 sec): 3 clusters
  Score: Raw -1334297.112166 + Penalty 3081.615245 = -1331215.496921
  nChanged 8
		SP:Iteration 67Q (128325.960000 sec): 3 clusters
  Score: Raw -1334298.611839 + Penalty 3081.615245 = -1331216.996593
  nChanged 4
		SP:Iteration 68Q (128326.200000 sec): 3 clusters
  Score: Raw -1334299.319313 + Penalty 3081.615245 = -1331217.704068
  nChanged 0
		SP:Iteration 69F (128326.390000 sec): 3 clusters
  Score: Raw -1334299.319313 + Penalty 3081.615245 = -1331217.704068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128326.520000 sec): 2 clusters
  Score: Raw -1213858.297402 + Penalty 1509.622237 = -1212348.675165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128326.770000 sec): 3 clusters
  Score: Raw -1207681.974755 + Penalty 3019.244475 = -1204662.730280
  nChanged 4662
		SP:Iteration 1F (128326.980000 sec): 3 clusters
  Score: Raw -1210009.841651 + Penalty 3019.244475 = -1206990.597176
  nChanged 618
		SP:Iteration 2F (128327.190000 sec): 3 clusters
  Score: Raw -1210307.225967 + Penalty 3019.244475 = -1207287.981493
  nChanged 606
		SP:Iteration 3F (128327.420000 sec): 3 clusters
  Score: Raw -1210615.671638 + Penalty 3019.244475 = -1207596.427163
  nChanged 639
		SP:Iteration 4F (128327.600000 sec): 3 clusters
  Score: Raw -1211031.036681 + Penalty 3019.244475 = -1208011.792206
  nChanged 676
		SP:Iteration 5F (128327.780000 sec): 3 clusters
  Score: Raw -1211517.645016 + Penalty 3019.244475 = -1208498.400541
  nChanged 730
		SP:Iteration 6F (128327.980000 sec): 3 clusters
  Score: Raw -1212073.305913 + Penalty 3019.244475 = -1209054.061438
  nChanged 727
		SP:Iteration 7F (128328.190000 sec): 3 clusters
  Score: Raw -1212594.191746 + Penalty 3019.244475 = -1209574.947272
  nChanged 576
		SP:Iteration 8F (128328.410000 sec): 3 clusters
  Score: Raw -1212927.614325 + Penalty 3019.244475 = -1209908.369851
  nChanged 440
		SP:Iteration 9Q (128328.630000 sec): 3 clusters
  Score: Raw -1213138.649517 + Penalty 3019.244475 = -1210119.405043
  nChanged 299
		SP:Iteration 10Q (128328.830000 sec): 3 clusters
  Score: Raw -1213255.045034 + Penalty 3019.244475 = -1210235.800559
  nChanged 234
		SP:Iteration 11Q (128329.090000 sec): 3 clusters
  Score: Raw -1213341.490369 + Penalty 3019.244475 = -1210322.245895
  nChanged 175
		SP:Iteration 12Q (128329.360000 sec): 3 clusters
  Score: Raw -1213394.800266 + Penalty 3019.244475 = -1210375.555792
  nChanged 119
		SP:Iteration 13Q (128329.590000 sec): 3 clusters
  Score: Raw -1213431.067307 + Penalty 3019.244475 = -1210411.822832
  nChanged 118
		SP:Iteration 14Q (128329.820000 sec): 3 clusters
  Score: Raw -1213466.563933 + Penalty 3019.244475 = -1210447.319458
  nChanged 108
		SP:Iteration 15Q (128330.070000 sec): 3 clusters
  Score: Raw -1213495.714829 + Penalty 3019.244475 = -1210476.470354
  nChanged 86
		SP:Iteration 16Q (128330.240000 sec): 3 clusters
  Score: Raw -1213515.942552 + Penalty 3019.244475 = -1210496.698077
  nChanged 77
		SP:Iteration 17Q (128330.490000 sec): 3 clusters
  Score: Raw -1213534.271669 + Penalty 3019.244475 = -1210515.027194
  nChanged 62
		SP:Iteration 18Q (128330.740000 sec): 3 clusters
  Score: Raw -1213546.203065 + Penalty 3019.244475 = -1210526.958590
  nChanged 42
		SP:Iteration 19Q (128331.010000 sec): 3 clusters
  Score: Raw -1213555.445005 + Penalty 3019.244475 = -1210536.200530
  nChanged 42
		SP:Iteration 20F (128331.230000 sec): 3 clusters
  Score: Raw -1213564.575220 + Penalty 3019.244475 = -1210545.330745
  nChanged 39
		SP:Iteration 21Q (128331.440000 sec): 3 clusters
  Score: Raw -1213572.196107 + Penalty 3019.244475 = -1210552.951632
  nChanged 32
		SP:Iteration 22Q (128331.730000 sec): 3 clusters
  Score: Raw -1213579.067505 + Penalty 3019.244475 = -1210559.823030
  nChanged 34
		SP:Iteration 23Q (128331.970000 sec): 3 clusters
  Score: Raw -1213585.103045 + Penalty 3019.244475 = -1210565.858570
  nChanged 35
		SP:Iteration 24Q (128332.170000 sec): 3 clusters
  Score: Raw -1213593.383673 + Penalty 3019.244475 = -1210574.139199
  nChanged 33
		SP:Iteration 25Q (128332.400000 sec): 3 clusters
  Score: Raw -1213600.505108 + Penalty 3019.244475 = -1210581.260633
  nChanged 28
		SP:Iteration 26Q (128332.680000 sec): 3 clusters
  Score: Raw -1213606.676880 + Penalty 3019.244475 = -1210587.432405
  nChanged 24
		SP:Iteration 27Q (128332.910000 sec): 3 clusters
  Score: Raw -1213611.493371 + Penalty 3019.244475 = -1210592.248896
  nChanged 25
		SP:Iteration 28Q (128333.130000 sec): 3 clusters
  Score: Raw -1213616.642090 + Penalty 3019.244475 = -1210597.397615
  nChanged 31
		SP:Iteration 29Q (128333.370000 sec): 3 clusters
  Score: Raw -1213623.660912 + Penalty 3019.244475 = -1210604.416438
  nChanged 30
		SP:Iteration 30Q (128333.570000 sec): 3 clusters
  Score: Raw -1213629.636105 + Penalty 3019.244475 = -1210610.391630
  nChanged 28
		SP:Iteration 31Q (128333.810000 sec): 3 clusters
  Score: Raw -1213636.068231 + Penalty 3019.244475 = -1210616.823756
  nChanged 26
		SP:Iteration 32Q (128334.030000 sec): 3 clusters
  Score: Raw -1213641.173838 + Penalty 3019.244475 = -1210621.929364
  nChanged 22
		SP:Iteration 33Q (128334.250000 sec): 3 clusters
  Score: Raw -1213645.831246 + Penalty 3019.244475 = -1210626.586771
  nChanged 15
		SP:Iteration 34Q (128334.500000 sec): 3 clusters
  Score: Raw -1213649.576727 + Penalty 3019.244475 = -1210630.332253
  nChanged 13
		SP:Iteration 35Q (128334.700000 sec): 3 clusters
  Score: Raw -1213652.336414 + Penalty 3019.244475 = -1210633.091939
  nChanged 17
		SP:Iteration 36Q (128334.950000 sec): 3 clusters
  Score: Raw -1213656.125770 + Penalty 3019.244475 = -1210636.881295
  nChanged 14
		SP:Iteration 37Q (128335.190000 sec): 3 clusters
  Score: Raw -1213659.036081 + Penalty 3019.244475 = -1210639.791606
  nChanged 22
		SP:Iteration 38Q (128335.430000 sec): 3 clusters
  Score: Raw -1213664.029946 + Penalty 3019.244475 = -1210644.785471
  nChanged 31
		SP:Iteration 39Q (128335.620000 sec): 3 clusters
  Score: Raw -1213671.740157 + Penalty 3019.244475 = -1210652.495682
  nChanged 33
		SP:Iteration 40F (128335.820000 sec): 3 clusters
  Score: Raw -1213683.056394 + Penalty 3019.244475 = -1210663.811919
  nChanged 50
		SP:Iteration 41Q (128336.040000 sec): 3 clusters
  Score: Raw -1213697.810008 + Penalty 3019.244475 = -1210678.565533
  nChanged 43
		SP:Iteration 42Q (128336.340000 sec): 3 clusters
  Score: Raw -1213709.279293 + Penalty 3019.244475 = -1210690.034819
  nChanged 29
		SP:Iteration 43Q (128336.560000 sec): 3 clusters
  Score: Raw -1213716.217236 + Penalty 3019.244475 = -1210696.972762
  nChanged 28
		SP:Iteration 44Q (128336.800000 sec): 3 clusters
  Score: Raw -1213723.399250 + Penalty 3019.244475 = -1210704.154776
  nChanged 24
		SP:Iteration 45Q (128337.010000 sec): 3 clusters
  Score: Raw -1213729.189495 + Penalty 3019.244475 = -1210709.945021
  nChanged 21
		SP:Iteration 46Q (128337.210000 sec): 3 clusters
  Score: Raw -1213735.452153 + Penalty 3019.244475 = -1210716.207678
  nChanged 27
		SP:Iteration 47Q (128337.450000 sec): 3 clusters
  Score: Raw -1213743.107555 + Penalty 3019.244475 = -1210723.863080
  nChanged 23
		SP:Iteration 48Q (128337.690000 sec): 3 clusters
  Score: Raw -1213749.135130 + Penalty 3019.244475 = -1210729.890655
  nChanged 11
		SP:Iteration 49Q (128337.890000 sec): 3 clusters
  Score: Raw -1213751.896728 + Penalty 3019.244475 = -1210732.652254
  nChanged 15
		SP:Iteration 50Q (128338.100000 sec): 3 clusters
  Score: Raw -1213756.284297 + Penalty 3019.244475 = -1210737.039822
  nChanged 18
		SP:Iteration 51Q (128338.320000 sec): 3 clusters
  Score: Raw -1213760.999523 + Penalty 3019.244475 = -1210741.755048
  nChanged 20
		SP:Iteration 52Q (128338.570000 sec): 3 clusters
  Score: Raw -1213766.724362 + Penalty 3019.244475 = -1210747.479887
  nChanged 22
		SP:Iteration 53Q (128338.810000 sec): 3 clusters
  Score: Raw -1213773.364466 + Penalty 3019.244475 = -1210754.119991
  nChanged 20
		SP:Iteration 54Q (128339.040000 sec): 3 clusters
  Score: Raw -1213779.369354 + Penalty 3019.244475 = -1210760.124879
  nChanged 23
		SP:Iteration 55Q (128339.280000 sec): 3 clusters
  Score: Raw -1213785.544723 + Penalty 3019.244475 = -1210766.300248
  nChanged 19
		SP:Iteration 56Q (128339.470000 sec): 3 clusters
  Score: Raw -1213789.515381 + Penalty 3019.244475 = -1210770.270906
  nChanged 9
		SP:Iteration 57Q (128339.750000 sec): 3 clusters
  Score: Raw -1213791.577050 + Penalty 3019.244475 = -1210772.332576
  nChanged 6
		SP:Iteration 58Q (128339.980000 sec): 3 clusters
  Score: Raw -1213792.772813 + Penalty 3019.244475 = -1210773.528338
  nChanged 6
		SP:Iteration 59Q (128340.230000 sec): 3 clusters
  Score: Raw -1213794.187186 + Penalty 3019.244475 = -1210774.942711
  nChanged 8
		SP:Iteration 60F (128340.460000 sec): 3 clusters
  Score: Raw -1213796.307544 + Penalty 3019.244475 = -1210777.063069
  nChanged 10
		SP:Iteration 61Q (128340.650000 sec): 3 clusters
  Score: Raw -1213798.491601 + Penalty 3019.244475 = -1210779.247126
  nChanged 7
		SP:Iteration 62Q (128340.890000 sec): 3 clusters
  Score: Raw -1213800.256603 + Penalty 3019.244475 = -1210781.012128
  nChanged 7
		SP:Iteration 63Q (128341.130000 sec): 3 clusters
  Score: Raw -1213802.546072 + Penalty 3019.244475 = -1210783.301597
  nChanged 9
		SP:Iteration 64Q (128341.310000 sec): 3 clusters
  Score: Raw -1213804.438883 + Penalty 3019.244475 = -1210785.194408
  nChanged 8
		SP:Iteration 65Q (128341.550000 sec): 3 clusters
  Score: Raw -1213806.017488 + Penalty 3019.244475 = -1210786.773013
  nChanged 9
		SP:Iteration 66Q (128341.750000 sec): 3 clusters
  Score: Raw -1213808.559537 + Penalty 3019.244475 = -1210789.315062
  nChanged 15
		SP:Iteration 67Q (128341.970000 sec): 3 clusters
  Score: Raw -1213812.563961 + Penalty 3019.244475 = -1210793.319486
  nChanged 10
		SP:Iteration 68Q (128342.210000 sec): 3 clusters
  Score: Raw -1213815.681900 + Penalty 3019.244475 = -1210796.437425
  nChanged 10
		SP:Iteration 69Q (128342.420000 sec): 3 clusters
  Score: Raw -1213818.848948 + Penalty 3019.244475 = -1210799.604473
  nChanged 12
		SP:Iteration 70Q (128342.630000 sec): 3 clusters
  Score: Raw -1213822.158363 + Penalty 3019.244475 = -1210802.913888
  nChanged 17
		SP:Iteration 71Q (128342.850000 sec): 3 clusters
  Score: Raw -1213826.362883 + Penalty 3019.244475 = -1210807.118408
  nChanged 12
		SP:Iteration 72Q (128343.050000 sec): 3 clusters
  Score: Raw -1213829.843363 + Penalty 3019.244475 = -1210810.598888
  nChanged 19
		SP:Iteration 73Q (128343.250000 sec): 3 clusters
  Score: Raw -1213835.428294 + Penalty 3019.244475 = -1210816.183819
  nChanged 22
		SP:Iteration 74Q (128343.450000 sec): 3 clusters
  Score: Raw -1213842.490407 + Penalty 3019.244475 = -1210823.245932
  nChanged 17
		SP:Iteration 75Q (128343.670000 sec): 3 clusters
  Score: Raw -1213847.953660 + Penalty 3019.244475 = -1210828.709185
  nChanged 13
		SP:Iteration 76Q (128343.920000 sec): 3 clusters
  Score: Raw -1213852.376725 + Penalty 3019.244475 = -1210833.132250
  nChanged 16
		SP:Iteration 77Q (128344.100000 sec): 3 clusters
  Score: Raw -1213857.632271 + Penalty 3019.244475 = -1210838.387796
  nChanged 12
		SP:Iteration 78Q (128344.350000 sec): 3 clusters
  Score: Raw -1213862.964718 + Penalty 3019.244475 = -1210843.720244
  nChanged 17
		SP:Iteration 79Q (128344.530000 sec): 3 clusters
  Score: Raw -1213869.611304 + Penalty 3019.244475 = -1210850.366829
  nChanged 21
		SP:Iteration 80F (128344.730000 sec): 3 clusters
  Score: Raw -1213879.169335 + Penalty 3019.244475 = -1210859.924861
  nChanged 18
		SP:Iteration 81Q (128344.990000 sec): 3 clusters
  Score: Raw -1213886.132477 + Penalty 3019.244475 = -1210866.888002
  nChanged 21
		SP:Iteration 82Q (128345.190000 sec): 3 clusters
  Score: Raw -1213892.935716 + Penalty 3019.244475 = -1210873.691241
  nChanged 11
		SP:Iteration 83Q (128345.410000 sec): 3 clusters
  Score: Raw -1213896.205328 + Penalty 3019.244475 = -1210876.960853
  nChanged 7
		SP:Iteration 84Q (128345.660000 sec): 3 clusters
  Score: Raw -1213898.565200 + Penalty 3019.244475 = -1210879.320725
  nChanged 7
		SP:Iteration 85Q (128345.860000 sec): 3 clusters
  Score: Raw -1213900.868620 + Penalty 3019.244475 = -1210881.624145
  nChanged 9
		SP:Iteration 86Q (128346.050000 sec): 3 clusters
  Score: Raw -1213903.476873 + Penalty 3019.244475 = -1210884.232398
  nChanged 8
		SP:Iteration 87Q (128346.300000 sec): 3 clusters
  Score: Raw -1213906.074424 + Penalty 3019.244475 = -1210886.829949
  nChanged 7
		SP:Iteration 88Q (128346.500000 sec): 3 clusters
  Score: Raw -1213907.738136 + Penalty 3019.244475 = -1210888.493662
  nChanged 2
		SP:Iteration 89Q (128346.700000 sec): 3 clusters
  Score: Raw -1213908.198086 + Penalty 3019.244475 = -1210888.953612
  nChanged 3
		SP:Iteration 90Q (128346.930000 sec): 3 clusters
  Score: Raw -1213908.738150 + Penalty 3019.244475 = -1210889.493675
  nChanged 4
		SP:Iteration 91Q (128347.180000 sec): 3 clusters
  Score: Raw -1213910.036508 + Penalty 3019.244475 = -1210890.792033
  nChanged 4
		SP:Iteration 92Q (128347.370000 sec): 3 clusters
  Score: Raw -1213911.138457 + Penalty 3019.244475 = -1210891.893982
  nChanged 4
		SP:Iteration 93Q (128347.640000 sec): 3 clusters
  Score: Raw -1213912.330822 + Penalty 3019.244475 = -1210893.086348
  nChanged 3
		SP:Iteration 94Q (128347.900000 sec): 3 clusters
  Score: Raw -1213913.708684 + Penalty 3019.244475 = -1210894.464209
  nChanged 4
		SP:Iteration 95Q (128348.090000 sec): 3 clusters
  Score: Raw -1213915.205002 + Penalty 3019.244475 = -1210895.960527
  nChanged 4
		SP:Iteration 96Q (128348.330000 sec): 3 clusters
  Score: Raw -1213916.338119 + Penalty 3019.244475 = -1210897.093644
  nChanged 5
		SP:Iteration 97Q (128348.580000 sec): 3 clusters
  Score: Raw -1213917.552039 + Penalty 3019.244475 = -1210898.307564
  nChanged 5
		SP:Iteration 98Q (128348.790000 sec): 3 clusters
  Score: Raw -1213918.657135 + Penalty 3019.244475 = -1210899.412660
  nChanged 4
		SP:Iteration 99Q (128349.030000 sec): 3 clusters
  Score: Raw -1213919.806185 + Penalty 3019.244475 = -1210900.561710
  nChanged 6
		SP:Iteration 100F (128349.220000 sec): 3 clusters
  Score: Raw -1213921.853329 + Penalty 3019.244475 = -1210902.608854
  nChanged 6
		SP:Iteration 101Q (128349.400000 sec): 3 clusters
  Score: Raw -1213924.324075 + Penalty 3019.244475 = -1210905.079600
  nChanged 5
		SP:Iteration 102Q (128349.640000 sec): 3 clusters
  Score: Raw -1213925.320269 + Penalty 3019.244475 = -1210906.075795
  nChanged 2
		SP:Iteration 103Q (128349.870000 sec): 3 clusters
  Score: Raw -1213925.759551 + Penalty 3019.244475 = -1210906.515076
  nChanged 0
		SP:Iteration 104F (128350.140000 sec): 3 clusters
  Score: Raw -1213925.759551 + Penalty 3019.244475 = -1210906.515076
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128350.260000 sec): 2 clusters
  Score: Raw -1228514.987645 + Penalty 1526.036504 = -1226988.951141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128350.480000 sec): 3 clusters
  Score: Raw -1221616.411320 + Penalty 3052.073008 = -1218564.338312
  nChanged 5238
		SP:Iteration 1F (128350.720000 sec): 3 clusters
  Score: Raw -1224646.508870 + Penalty 3052.073008 = -1221594.435862
  nChanged 902
		SP:Iteration 2F (128350.990000 sec): 3 clusters
  Score: Raw -1225191.591584 + Penalty 3052.073008 = -1222139.518575
  nChanged 825
		SP:Iteration 3F (128351.200000 sec): 3 clusters
  Score: Raw -1225686.227821 + Penalty 3052.073008 = -1222634.154813
  nChanged 719
		SP:Iteration 4F (128351.420000 sec): 3 clusters
  Score: Raw -1226118.667099 + Penalty 3052.073008 = -1223066.594091
  nChanged 684
		SP:Iteration 5F (128351.670000 sec): 3 clusters
  Score: Raw -1226560.578913 + Penalty 3052.073008 = -1223508.505905
  nChanged 661
		SP:Iteration 6F (128351.910000 sec): 3 clusters
  Score: Raw -1226948.344238 + Penalty 3052.073008 = -1223896.271230
  nChanged 545
		SP:Iteration 7Q (128352.110000 sec): 3 clusters
  Score: Raw -1227254.055830 + Penalty 3052.073008 = -1224201.982822
  nChanged 480
		SP:Iteration 8Q (128352.380000 sec): 3 clusters
  Score: Raw -1227486.572200 + Penalty 3052.073008 = -1224434.499192
  nChanged 395
		SP:Iteration 9Q (128352.590000 sec): 3 clusters
  Score: Raw -1227656.516894 + Penalty 3052.073008 = -1224604.443886
  nChanged 342
		SP:Iteration 10Q (128352.840000 sec): 3 clusters
  Score: Raw -1227786.457466 + Penalty 3052.073008 = -1224734.384458
  nChanged 298
		SP:Iteration 11Q (128353.040000 sec): 3 clusters
  Score: Raw -1227890.466336 + Penalty 3052.073008 = -1224838.393328
  nChanged 255
		SP:Iteration 12Q (128353.240000 sec): 3 clusters
  Score: Raw -1227970.387626 + Penalty 3052.073008 = -1224918.314618
  nChanged 231
		SP:Iteration 13Q (128353.510000 sec): 3 clusters
  Score: Raw -1228039.175014 + Penalty 3052.073008 = -1224987.102006
  nChanged 224
		SP:Iteration 14Q (128353.700000 sec): 3 clusters
  Score: Raw -1228118.515151 + Penalty 3052.073008 = -1225066.442143
  nChanged 221
		SP:Iteration 15Q (128353.980000 sec): 3 clusters
  Score: Raw -1228190.672552 + Penalty 3052.073008 = -1225138.599544
  nChanged 212
		SP:Iteration 16Q (128354.180000 sec): 3 clusters
  Score: Raw -1228262.742300 + Penalty 3052.073008 = -1225210.669291
  nChanged 194
		SP:Iteration 17Q (128354.410000 sec): 3 clusters
  Score: Raw -1228331.998918 + Penalty 3052.073008 = -1225279.925910
  nChanged 166
		SP:Iteration 18Q (128354.640000 sec): 3 clusters
  Score: Raw -1228391.193972 + Penalty 3052.073008 = -1225339.120963
  nChanged 164
		SP:Iteration 19Q (128354.900000 sec): 3 clusters
  Score: Raw -1228451.179200 + Penalty 3052.073008 = -1225399.106192
  nChanged 167
		SP:Iteration 20F (128355.090000 sec): 3 clusters
  Score: Raw -1228511.595569 + Penalty 3052.073008 = -1225459.522561
  nChanged 163
		SP:Iteration 21Q (128355.330000 sec): 3 clusters
  Score: Raw -1228563.464172 + Penalty 3052.073008 = -1225511.391164
  nChanged 145
		SP:Iteration 22Q (128355.540000 sec): 3 clusters
  Score: Raw -1228612.286649 + Penalty 3052.073008 = -1225560.213641
  nChanged 148
		SP:Iteration 23Q (128355.830000 sec): 3 clusters
  Score: Raw -1228658.549755 + Penalty 3052.073008 = -1225606.476746
  nChanged 130
		SP:Iteration 24Q (128356.040000 sec): 3 clusters
  Score: Raw -1228698.603610 + Penalty 3052.073008 = -1225646.530602
  nChanged 119
		SP:Iteration 25Q (128356.280000 sec): 3 clusters
  Score: Raw -1228735.582486 + Penalty 3052.073008 = -1225683.509478
  nChanged 116
		SP:Iteration 26Q (128356.500000 sec): 3 clusters
  Score: Raw -1228773.278440 + Penalty 3052.073008 = -1225721.205431
  nChanged 114
		SP:Iteration 27Q (128356.720000 sec): 3 clusters
  Score: Raw -1228815.611623 + Penalty 3052.073008 = -1225763.538614
  nChanged 104
		SP:Iteration 28Q (128356.930000 sec): 3 clusters
  Score: Raw -1228850.087049 + Penalty 3052.073008 = -1225798.014041
  nChanged 108
		SP:Iteration 29Q (128357.180000 sec): 3 clusters
  Score: Raw -1228888.443559 + Penalty 3052.073008 = -1225836.370550
  nChanged 101
		SP:Iteration 30Q (128357.370000 sec): 3 clusters
  Score: Raw -1228922.860880 + Penalty 3052.073008 = -1225870.787872
  nChanged 89
		SP:Iteration 31Q (128357.610000 sec): 3 clusters
  Score: Raw -1228953.456526 + Penalty 3052.073008 = -1225901.383517
  nChanged 84
		SP:Iteration 32Q (128357.840000 sec): 3 clusters
  Score: Raw -1228979.668081 + Penalty 3052.073008 = -1225927.595073
  nChanged 75
		SP:Iteration 33Q (128358.070000 sec): 3 clusters
  Score: Raw -1229006.495781 + Penalty 3052.073008 = -1225954.422773
  nChanged 66
		SP:Iteration 34Q (128358.290000 sec): 3 clusters
  Score: Raw -1229034.060022 + Penalty 3052.073008 = -1225981.987014
  nChanged 71
		SP:Iteration 35Q (128358.470000 sec): 3 clusters
  Score: Raw -1229068.742420 + Penalty 3052.073008 = -1226016.669411
  nChanged 79
		SP:Iteration 36Q (128358.640000 sec): 3 clusters
  Score: Raw -1229109.990269 + Penalty 3052.073008 = -1226057.917261
  nChanged 75
		SP:Iteration 37Q (128358.890000 sec): 3 clusters
  Score: Raw -1229155.917040 + Penalty 3052.073008 = -1226103.844032
  nChanged 76
		SP:Iteration 38Q (128359.090000 sec): 3 clusters
  Score: Raw -1229194.061027 + Penalty 3052.073008 = -1226141.988018
  nChanged 67
		SP:Iteration 39Q (128359.220000 sec): 3 clusters
  Score: Raw -1229227.362143 + Penalty 3052.073008 = -1226175.289135
  nChanged 57
		SP:Iteration 40F (128359.450000 sec): 3 clusters
  Score: Raw -1229252.558649 + Penalty 3052.073008 = -1226200.485640
  nChanged 53
		SP:Iteration 41Q (128359.560000 sec): 3 clusters
  Score: Raw -1229273.888775 + Penalty 3052.073008 = -1226221.815766
  nChanged 40
		SP:Iteration 42Q (128359.760000 sec): 3 clusters
  Score: Raw -1229284.923460 + Penalty 3052.073008 = -1226232.850452
  nChanged 30
		SP:Iteration 43Q (128360.000000 sec): 3 clusters
  Score: Raw -1229297.601096 + Penalty 3052.073008 = -1226245.528088
  nChanged 32
		SP:Iteration 44Q (128360.240000 sec): 3 clusters
  Score: Raw -1229313.847446 + Penalty 3052.073008 = -1226261.774437
  nChanged 19
		SP:Iteration 45Q (128360.400000 sec): 3 clusters
  Score: Raw -1229320.568445 + Penalty 3052.073008 = -1226268.495436
  nChanged 11
		SP:Iteration 46Q (128360.620000 sec): 3 clusters
  Score: Raw -1229323.347678 + Penalty 3052.073008 = -1226271.274670
  nChanged 8
		SP:Iteration 47Q (128360.850000 sec): 3 clusters
  Score: Raw -1229324.887280 + Penalty 3052.073008 = -1226272.814272
  nChanged 2
		SP:Iteration 48Q (128361.090000 sec): 3 clusters
  Score: Raw -1229326.082983 + Penalty 3052.073008 = -1226274.009974
  nChanged 3
		SP:Iteration 49Q (128361.330000 sec): 3 clusters
  Score: Raw -1229328.659251 + Penalty 3052.073008 = -1226276.586243
  nChanged 6
		SP:Iteration 50Q (128361.500000 sec): 3 clusters
  Score: Raw -1229330.131914 + Penalty 3052.073008 = -1226278.058906
  nChanged 7
		SP:Iteration 51Q (128361.700000 sec): 3 clusters
  Score: Raw -1229332.596533 + Penalty 3052.073008 = -1226280.523525
  nChanged 3
		SP:Iteration 52Q (128361.900000 sec): 3 clusters
  Score: Raw -1229333.102174 + Penalty 3052.073008 = -1226281.029165
  nChanged 1
		SP:Iteration 53Q (128362.140000 sec): 3 clusters
  Score: Raw -1229333.205850 + Penalty 3052.073008 = -1226281.132842
  nChanged 0
		SP:Iteration 54F (128362.330000 sec): 3 clusters
  Score: Raw -1229333.205850 + Penalty 3052.073008 = -1226281.132842
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128362.580000 sec): 2 clusters
  Score: Raw -3136666.452634 + Penalty 1666.624286 = -3134999.828347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128362.900000 sec): 3 clusters
  Score: Raw -3119153.990079 + Penalty 3333.248573 = -3115820.741506
  nChanged 12966
		SP:Iteration 1F (128363.210000 sec): 3 clusters
  Score: Raw -3126486.138970 + Penalty 3333.248573 = -3123152.890397
  nChanged 1445
		SP:Iteration 2F (128363.520000 sec): 3 clusters
  Score: Raw -3127048.854717 + Penalty 3333.248573 = -3123715.606144
  nChanged 1393
		SP:Iteration 3Q (128363.810000 sec): 3 clusters
  Score: Raw -3127618.889636 + Penalty 3333.248573 = -3124285.641063
  nChanged 1385
		SP:Iteration 4Q (128364.180000 sec): 3 clusters
  Score: Raw -3128302.521936 + Penalty 3333.248573 = -3124969.273363
  nChanged 1417
		SP:Iteration 5Q (128364.540000 sec): 3 clusters
  Score: Raw -3129140.461829 + Penalty 3333.248573 = -3125807.213256
  nChanged 1536
		SP:Iteration 6F (128364.840000 sec): 3 clusters
  Score: Raw -3130150.139578 + Penalty 3333.248573 = -3126816.891005
  nChanged 1549
		SP:Iteration 7F (128365.190000 sec): 3 clusters
  Score: Raw -3131305.037971 + Penalty 3333.248573 = -3127971.789398
  nChanged 1513
		SP:Iteration 8F (128365.520000 sec): 3 clusters
  Score: Raw -3132462.094774 + Penalty 3333.248573 = -3129128.846201
  nChanged 1329
		SP:Iteration 9Q (128365.840000 sec): 3 clusters
  Score: Raw -3133417.109145 + Penalty 3333.248573 = -3130083.860572
  nChanged 1157
		SP:Iteration 10Q (128366.150000 sec): 3 clusters
  Score: Raw -3134160.431685 + Penalty 3333.248573 = -3130827.183113
  nChanged 1014
		SP:Iteration 11Q (128366.500000 sec): 3 clusters
  Score: Raw -3134790.453217 + Penalty 3333.248573 = -3131457.204644
  nChanged 865
		SP:Iteration 12Q (128366.810000 sec): 3 clusters
  Score: Raw -3135335.553511 + Penalty 3333.248573 = -3132002.304938
  nChanged 700
		SP:Iteration 13Q (128367.160000 sec): 3 clusters
  Score: Raw -3135773.568699 + Penalty 3333.248573 = -3132440.320126
  nChanged 572
		SP:Iteration 14Q (128367.470000 sec): 3 clusters
  Score: Raw -3136137.600491 + Penalty 3333.248573 = -3132804.351918
  nChanged 477
		SP:Iteration 15Q (128367.820000 sec): 3 clusters
  Score: Raw -3136417.629512 + Penalty 3333.248573 = -3133084.380939
  nChanged 354
		SP:Iteration 16Q (128368.110000 sec): 3 clusters
  Score: Raw -3136619.044941 + Penalty 3333.248573 = -3133285.796368
  nChanged 241
		SP:Iteration 17Q (128368.410000 sec): 3 clusters
  Score: Raw -3136744.392936 + Penalty 3333.248573 = -3133411.144363
  nChanged 178
		SP:Iteration 18Q (128368.730000 sec): 3 clusters
  Score: Raw -3136832.789888 + Penalty 3333.248573 = -3133499.541316
  nChanged 156
		SP:Iteration 19Q (128369.000000 sec): 3 clusters
  Score: Raw -3136911.207217 + Penalty 3333.248573 = -3133577.958644
  nChanged 101
		SP:Iteration 20F (128369.290000 sec): 3 clusters
  Score: Raw -3136957.426084 + Penalty 3333.248573 = -3133624.177511
  nChanged 89
		SP:Iteration 21Q (128369.570000 sec): 3 clusters
  Score: Raw -3137000.421250 + Penalty 3333.248573 = -3133667.172677
  nChanged 67
		SP:Iteration 22Q (128369.840000 sec): 3 clusters
  Score: Raw -3137027.523472 + Penalty 3333.248573 = -3133694.274899
  nChanged 45
		SP:Iteration 23Q (128370.180000 sec): 3 clusters
  Score: Raw -3137045.033047 + Penalty 3333.248573 = -3133711.784474
  nChanged 36
		SP:Iteration 24Q (128370.490000 sec): 3 clusters
  Score: Raw -3137058.181371 + Penalty 3333.248573 = -3133724.932798
  nChanged 27
		SP:Iteration 25Q (128370.780000 sec): 3 clusters
  Score: Raw -3137068.364797 + Penalty 3333.248573 = -3133735.116224
  nChanged 30
		SP:Iteration 26Q (128371.100000 sec): 3 clusters
  Score: Raw -3137080.485297 + Penalty 3333.248573 = -3133747.236724
  nChanged 20
		SP:Iteration 27Q (128371.400000 sec): 3 clusters
  Score: Raw -3137087.268529 + Penalty 3333.248573 = -3133754.019956
  nChanged 18
		SP:Iteration 28Q (128371.740000 sec): 3 clusters
  Score: Raw -3137094.778192 + Penalty 3333.248573 = -3133761.529619
  nChanged 12
		SP:Iteration 29Q (128372.050000 sec): 3 clusters
  Score: Raw -3137101.113583 + Penalty 3333.248573 = -3133767.865010
  nChanged 18
		SP:Iteration 30Q (128372.340000 sec): 3 clusters
  Score: Raw -3137107.847674 + Penalty 3333.248573 = -3133774.599101
  nChanged 16
		SP:Iteration 31Q (128372.690000 sec): 3 clusters
  Score: Raw -3137112.932770 + Penalty 3333.248573 = -3133779.684197
  nChanged 8
		SP:Iteration 32Q (128372.940000 sec): 3 clusters
  Score: Raw -3137115.702760 + Penalty 3333.248573 = -3133782.454187
  nChanged 6
		SP:Iteration 33Q (128373.300000 sec): 3 clusters
  Score: Raw -3137117.116193 + Penalty 3333.248573 = -3133783.867620
  nChanged 5
		SP:Iteration 34Q (128373.610000 sec): 3 clusters
  Score: Raw -3137118.726779 + Penalty 3333.248573 = -3133785.478206
  nChanged 6
		SP:Iteration 35Q (128373.890000 sec): 3 clusters
  Score: Raw -3137120.767879 + Penalty 3333.248573 = -3133787.519306
  nChanged 7
		SP:Iteration 36Q (128374.190000 sec): 3 clusters
  Score: Raw -3137123.742285 + Penalty 3333.248573 = -3133790.493713
  nChanged 8
		SP:Iteration 37Q (128374.460000 sec): 3 clusters
  Score: Raw -3137126.510188 + Penalty 3333.248573 = -3133793.261615
  nChanged 7
		SP:Iteration 38Q (128374.750000 sec): 3 clusters
  Score: Raw -3137129.130534 + Penalty 3333.248573 = -3133795.881961
  nChanged 4
		SP:Iteration 39Q (128375.090000 sec): 3 clusters
  Score: Raw -3137130.617138 + Penalty 3333.248573 = -3133797.368565
  nChanged 4
		SP:Iteration 40F (128375.360000 sec): 3 clusters
  Score: Raw -3137131.699463 + Penalty 3333.248573 = -3133798.450890
  nChanged 1
		SP:Iteration 41Q (128375.690000 sec): 3 clusters
  Score: Raw -3137131.993215 + Penalty 3333.248573 = -3133798.744642
  nChanged 1
		SP:Iteration 42Q (128375.970000 sec): 3 clusters
  Score: Raw -3137132.344182 + Penalty 3333.248573 = -3133799.095610
  nChanged 2
		SP:Iteration 43Q (128376.290000 sec): 3 clusters
  Score: Raw -3137133.011802 + Penalty 3333.248573 = -3133799.763230
  nChanged 3
		SP:Iteration 44Q (128376.570000 sec): 3 clusters
  Score: Raw -3137133.718266 + Penalty 3333.248573 = -3133800.469693
  nChanged 1
		SP:Iteration 45Q (128376.910000 sec): 3 clusters
  Score: Raw -3137133.947300 + Penalty 3333.248573 = -3133800.698728
  nChanged 3
		SP:Iteration 46Q (128377.230000 sec): 3 clusters
  Score: Raw -3137134.846362 + Penalty 3333.248573 = -3133801.597789
  nChanged 0
		SP:Iteration 47F (128377.550000 sec): 3 clusters
  Score: Raw -3137134.846362 + Penalty 3333.248573 = -3133801.597789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128377.680000 sec): 2 clusters
  Score: Raw -943605.820053 + Penalty 1467.241448 = -942138.578605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128377.910000 sec): 3 clusters
  Score: Raw -938979.403374 + Penalty 2934.482896 = -936044.920478
  nChanged 3523
		SP:Iteration 1F (128378.100000 sec): 3 clusters
  Score: Raw -940744.341154 + Penalty 2934.482896 = -937809.858257
  nChanged 527
		SP:Iteration 2F (128378.340000 sec): 3 clusters
  Score: Raw -940947.178610 + Penalty 2934.482896 = -938012.695713
  nChanged 372
		SP:Iteration 3Q (128378.510000 sec): 3 clusters
  Score: Raw -941075.689133 + Penalty 2934.482896 = -938141.206237
  nChanged 297
		SP:Iteration 4Q (128378.740000 sec): 3 clusters
  Score: Raw -941169.107497 + Penalty 2934.482896 = -938234.624600
  nChanged 248
		SP:Iteration 5Q (128378.970000 sec): 3 clusters
  Score: Raw -941255.854757 + Penalty 2934.482896 = -938321.371860
  nChanged 246
		SP:Iteration 6Q (128379.220000 sec): 3 clusters
  Score: Raw -941333.510543 + Penalty 2934.482896 = -938399.027646
  nChanged 230
		SP:Iteration 7Q (128379.420000 sec): 3 clusters
  Score: Raw -941407.859901 + Penalty 2934.482896 = -938473.377004
  nChanged 225
		SP:Iteration 8Q (128379.640000 sec): 3 clusters
  Score: Raw -941489.362013 + Penalty 2934.482896 = -938554.879117
  nChanged 254
		SP:Iteration 9Q (128379.890000 sec): 3 clusters
  Score: Raw -941589.880590 + Penalty 2934.482896 = -938655.397694
  nChanged 293
		SP:Iteration 10Q (128380.090000 sec): 3 clusters
  Score: Raw -941712.202264 + Penalty 2934.482896 = -938777.719368
  nChanged 295
		SP:Iteration 11Q (128380.310000 sec): 3 clusters
  Score: Raw -941846.898613 + Penalty 2934.482896 = -938912.415717
  nChanged 331
		SP:Iteration 12Q (128380.510000 sec): 3 clusters
  Score: Raw -942026.328677 + Penalty 2934.482896 = -939091.845781
  nChanged 396
		SP:Iteration 13Q (128380.740000 sec): 3 clusters
  Score: Raw -942275.193064 + Penalty 2934.482896 = -939340.710167
  nChanged 411
		SP:Iteration 14Q (128380.950000 sec): 3 clusters
  Score: Raw -942551.110775 + Penalty 2934.482896 = -939616.627879
  nChanged 394
		SP:Iteration 15Q (128381.130000 sec): 3 clusters
  Score: Raw -942848.561233 + Penalty 2934.482896 = -939914.078337
  nChanged 348
		SP:Iteration 16Q (128381.320000 sec): 3 clusters
  Score: Raw -943094.438384 + Penalty 2934.482896 = -940159.955488
  nChanged 283
		SP:Iteration 17Q (128381.540000 sec): 3 clusters
  Score: Raw -943302.114181 + Penalty 2934.482896 = -940367.631285
  nChanged 226
		SP:Iteration 18Q (128381.750000 sec): 3 clusters
  Score: Raw -943493.135781 + Penalty 2934.482896 = -940558.652884
  nChanged 167
		SP:Iteration 19Q (128381.960000 sec): 3 clusters
  Score: Raw -943633.700843 + Penalty 2934.482896 = -940699.217947
  nChanged 114
		SP:Iteration 20F (128382.190000 sec): 3 clusters
  Score: Raw -943720.223778 + Penalty 2934.482896 = -940785.740882
  nChanged 76
		SP:Iteration 21Q (128382.370000 sec): 3 clusters
  Score: Raw -943776.487669 + Penalty 2934.482896 = -940842.004773
  nChanged 62
		SP:Iteration 22Q (128382.580000 sec): 3 clusters
  Score: Raw -943820.951816 + Penalty 2934.482896 = -940886.468919
  nChanged 37
		SP:Iteration 23Q (128382.800000 sec): 3 clusters
  Score: Raw -943854.251549 + Penalty 2934.482896 = -940919.768652
  nChanged 37
		SP:Iteration 24Q (128383.000000 sec): 3 clusters
  Score: Raw -943886.715406 + Penalty 2934.482896 = -940952.232510
  nChanged 20
		SP:Iteration 25Q (128383.180000 sec): 3 clusters
  Score: Raw -943903.303896 + Penalty 2934.482896 = -940968.821000
  nChanged 12
		SP:Iteration 26Q (128383.420000 sec): 3 clusters
  Score: Raw -943915.252569 + Penalty 2934.482896 = -940980.769672
  nChanged 7
		SP:Iteration 27Q (128383.580000 sec): 3 clusters
  Score: Raw -943920.821182 + Penalty 2934.482896 = -940986.338285
  nChanged 8
		SP:Iteration 28Q (128383.800000 sec): 3 clusters
  Score: Raw -943927.253281 + Penalty 2934.482896 = -940992.770385
  nChanged 7
		SP:Iteration 29Q (128384.060000 sec): 3 clusters
  Score: Raw -943932.936591 + Penalty 2934.482896 = -940998.453695
  nChanged 2
		SP:Iteration 30Q (128384.240000 sec): 3 clusters
  Score: Raw -943935.358492 + Penalty 2934.482896 = -941000.875595
  nChanged 1
		SP:Iteration 31Q (128384.440000 sec): 3 clusters
  Score: Raw -943935.962307 + Penalty 2934.482896 = -941001.479411
  nChanged 0
		SP:Iteration 32F (128384.670000 sec): 3 clusters
  Score: Raw -943935.962307 + Penalty 2934.482896 = -941001.479411
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128384.750000 sec): 2 clusters
  Score: Raw -143148.607303 + Penalty 1194.250009 = -141954.357294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128384.960000 sec): 3 clusters
  Score: Raw -142574.118797 + Penalty 2388.500018 = -140185.618779
  nChanged 545
		SP:Iteration 1F (128385.140000 sec): 3 clusters
  Score: Raw -143056.643996 + Penalty 2388.500018 = -140668.143978
  nChanged 152
		SP:Iteration 2F (128385.370000 sec): 3 clusters
  Score: Raw -143252.105925 + Penalty 2388.500018 = -140863.605907
  nChanged 103
		SP:Iteration 3F (128385.560000 sec): 3 clusters
  Score: Raw -143391.747304 + Penalty 2388.500018 = -141003.247286
  nChanged 86
		SP:Iteration 4F (128385.730000 sec): 3 clusters
  Score: Raw -143515.843506 + Penalty 2388.500018 = -141127.343488
  nChanged 71
		SP:Iteration 5Q (128385.880000 sec): 3 clusters
  Score: Raw -143608.163081 + Penalty 2388.500018 = -141219.663063
  nChanged 56
		SP:Iteration 6Q (128386.090000 sec): 3 clusters
  Score: Raw -143676.211056 + Penalty 2388.500018 = -141287.711038
  nChanged 38
		SP:Iteration 7Q (128386.250000 sec): 3 clusters
  Score: Raw -143715.158263 + Penalty 2388.500018 = -141326.658245
  nChanged 26
		SP:Iteration 8Q (128386.460000 sec): 3 clusters
  Score: Raw -143736.102546 + Penalty 2388.500018 = -141347.602528
  nChanged 18
		SP:Iteration 9Q (128386.610000 sec): 3 clusters
  Score: Raw -143747.867906 + Penalty 2388.500018 = -141359.367888
  nChanged 13
		SP:Iteration 10Q (128386.790000 sec): 3 clusters
  Score: Raw -143755.576107 + Penalty 2388.500018 = -141367.076089
  nChanged 10
		SP:Iteration 11Q (128386.970000 sec): 3 clusters
  Score: Raw -143762.835824 + Penalty 2388.500018 = -141374.335806
  nChanged 9
		SP:Iteration 12Q (128387.130000 sec): 3 clusters
  Score: Raw -143767.741257 + Penalty 2388.500018 = -141379.241239
  nChanged 5
		SP:Iteration 13Q (128387.340000 sec): 3 clusters
  Score: Raw -143772.724067 + Penalty 2388.500018 = -141384.224049
  nChanged 6
		SP:Iteration 14Q (128387.530000 sec): 3 clusters
  Score: Raw -143779.184985 + Penalty 2388.500018 = -141390.684967
  nChanged 4
		SP:Iteration 15Q (128387.660000 sec): 3 clusters
  Score: Raw -143782.218985 + Penalty 2388.500018 = -141393.718967
  nChanged 3
		SP:Iteration 16Q (128387.840000 sec): 3 clusters
  Score: Raw -143783.725887 + Penalty 2388.500018 = -141395.225869
  nChanged 3
		SP:Iteration 17Q (128388.000000 sec): 3 clusters
  Score: Raw -143785.541756 + Penalty 2388.500018 = -141397.041738
  nChanged 3
		SP:Iteration 18Q (128388.150000 sec): 3 clusters
  Score: Raw -143787.717957 + Penalty 2388.500018 = -141399.217939
  nChanged 3
		SP:Iteration 19Q (128388.330000 sec): 3 clusters
  Score: Raw -143790.096743 + Penalty 2388.500018 = -141401.596725
  nChanged 3
		SP:Iteration 20F (128388.470000 sec): 3 clusters
  Score: Raw -143792.346259 + Penalty 2388.500018 = -141403.846241
  nChanged 2
		SP:Iteration 21Q (128388.650000 sec): 3 clusters
  Score: Raw -143793.368966 + Penalty 2388.500018 = -141404.868948
  nChanged 2
		SP:Iteration 22Q (128388.800000 sec): 3 clusters
  Score: Raw -143795.056547 + Penalty 2388.500018 = -141406.556529
  nChanged 2
		SP:Iteration 23Q (128388.990000 sec): 3 clusters
  Score: Raw -143795.630551 + Penalty 2388.500018 = -141407.130533
  nChanged 1
		SP:Iteration 24Q (128389.190000 sec): 3 clusters
  Score: Raw -143796.314361 + Penalty 2388.500018 = -141407.814343
  nChanged 1
		SP:Iteration 25Q (128389.370000 sec): 3 clusters
  Score: Raw -143796.735227 + Penalty 2388.500018 = -141408.235209
  nChanged 0
		SP:Iteration 26F (128389.490000 sec): 3 clusters
  Score: Raw -143796.735227 + Penalty 2388.500018 = -141408.235209
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128389.620000 sec): 2 clusters
  Score: Raw -573806.811475 + Penalty 1400.033296 = -572406.778179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128389.830000 sec): 3 clusters
  Score: Raw -570946.999685 + Penalty 2800.066592 = -568146.933094
  nChanged 2224
		SP:Iteration 1F (128390.020000 sec): 3 clusters
  Score: Raw -572324.355607 + Penalty 2800.066592 = -569524.289015
  nChanged 445
		SP:Iteration 2F (128390.190000 sec): 3 clusters
  Score: Raw -572636.322289 + Penalty 2800.066592 = -569836.255697
  nChanged 376
		SP:Iteration 3F (128390.390000 sec): 3 clusters
  Score: Raw -572905.087716 + Penalty 2800.066592 = -570105.021124
  nChanged 368
		SP:Iteration 4F (128390.560000 sec): 3 clusters
  Score: Raw -573165.908994 + Penalty 2800.066592 = -570365.842402
  nChanged 337
		SP:Iteration 5F (128390.680000 sec): 3 clusters
  Score: Raw -573399.080533 + Penalty 2800.066592 = -570599.013941
  nChanged 284
		SP:Iteration 6F (128390.930000 sec): 3 clusters
  Score: Raw -573571.544281 + Penalty 2800.066592 = -570771.477689
  nChanged 198
		SP:Iteration 7Q (128391.130000 sec): 3 clusters
  Score: Raw -573688.296118 + Penalty 2800.066592 = -570888.229526
  nChanged 173
		SP:Iteration 8Q (128391.300000 sec): 3 clusters
  Score: Raw -573786.886423 + Penalty 2800.066592 = -570986.819831
  nChanged 133
		SP:Iteration 9Q (128391.540000 sec): 3 clusters
  Score: Raw -573861.062376 + Penalty 2800.066592 = -571060.995784
  nChanged 110
		SP:Iteration 10Q (128391.700000 sec): 3 clusters
  Score: Raw -573932.407149 + Penalty 2800.066592 = -571132.340557
  nChanged 112
		SP:Iteration 11Q (128391.870000 sec): 3 clusters
  Score: Raw -574011.054900 + Penalty 2800.066592 = -571210.988308
  nChanged 106
		SP:Iteration 12Q (128392.030000 sec): 3 clusters
  Score: Raw -574078.984005 + Penalty 2800.066592 = -571278.917413
  nChanged 92
		SP:Iteration 13Q (128392.230000 sec): 3 clusters
  Score: Raw -574137.548943 + Penalty 2800.066592 = -571337.482351
  nChanged 69
		SP:Iteration 14Q (128392.430000 sec): 3 clusters
  Score: Raw -574177.448033 + Penalty 2800.066592 = -571377.381441
  nChanged 62
		SP:Iteration 15Q (128392.610000 sec): 3 clusters
  Score: Raw -574215.085114 + Penalty 2800.066592 = -571415.018522
  nChanged 53
		SP:Iteration 16Q (128392.790000 sec): 3 clusters
  Score: Raw -574244.667016 + Penalty 2800.066592 = -571444.600424
  nChanged 38
		SP:Iteration 17Q (128392.950000 sec): 3 clusters
  Score: Raw -574264.750903 + Penalty 2800.066592 = -571464.684311
  nChanged 34
		SP:Iteration 18Q (128393.150000 sec): 3 clusters
  Score: Raw -574283.842181 + Penalty 2800.066592 = -571483.775590
  nChanged 27
		SP:Iteration 19Q (128393.340000 sec): 3 clusters
  Score: Raw -574304.364700 + Penalty 2800.066592 = -571504.298108
  nChanged 32
		SP:Iteration 20F (128393.450000 sec): 3 clusters
  Score: Raw -574330.033643 + Penalty 2800.066592 = -571529.967051
  nChanged 26
		SP:Iteration 21Q (128393.650000 sec): 3 clusters
  Score: Raw -574348.725344 + Penalty 2800.066592 = -571548.658752
  nChanged 26
		SP:Iteration 22Q (128393.770000 sec): 3 clusters
  Score: Raw -574364.813951 + Penalty 2800.066592 = -571564.747359
  nChanged 15
		SP:Iteration 23Q (128393.890000 sec): 3 clusters
  Score: Raw -574374.538136 + Penalty 2800.066592 = -571574.471544
  nChanged 14
		SP:Iteration 24Q (128394.070000 sec): 3 clusters
  Score: Raw -574382.941094 + Penalty 2800.066592 = -571582.874503
  nChanged 15
		SP:Iteration 25Q (128394.310000 sec): 3 clusters
  Score: Raw -574397.439973 + Penalty 2800.066592 = -571597.373381
  nChanged 27
		SP:Iteration 26Q (128394.460000 sec): 3 clusters
  Score: Raw -574421.511629 + Penalty 2800.066592 = -571621.445037
  nChanged 18
		SP:Iteration 27Q (128394.670000 sec): 3 clusters
  Score: Raw -574434.731151 + Penalty 2800.066592 = -571634.664559
  nChanged 15
		SP:Iteration 28Q (128394.830000 sec): 3 clusters
  Score: Raw -574447.950446 + Penalty 2800.066592 = -571647.883854
  nChanged 16
		SP:Iteration 29Q (128395.030000 sec): 3 clusters
  Score: Raw -574465.113813 + Penalty 2800.066592 = -571665.047221
  nChanged 11
		SP:Iteration 30Q (128395.210000 sec): 3 clusters
  Score: Raw -574473.287189 + Penalty 2800.066592 = -571673.220597
  nChanged 7
		SP:Iteration 31Q (128395.410000 sec): 3 clusters
  Score: Raw -574478.478577 + Penalty 2800.066592 = -571678.411985
  nChanged 7
		SP:Iteration 32Q (128395.570000 sec): 3 clusters
  Score: Raw -574483.079148 + Penalty 2800.066592 = -571683.012556
  nChanged 6
		SP:Iteration 33Q (128395.800000 sec): 3 clusters
  Score: Raw -574486.804559 + Penalty 2800.066592 = -571686.737967
  nChanged 7
		SP:Iteration 34Q (128396.000000 sec): 3 clusters
  Score: Raw -574492.505673 + Penalty 2800.066592 = -571692.439081
  nChanged 8
		SP:Iteration 35Q (128396.230000 sec): 3 clusters
  Score: Raw -574497.897859 + Penalty 2800.066592 = -571697.831267
  nChanged 6
		SP:Iteration 36Q (128396.380000 sec): 3 clusters
  Score: Raw -574502.043543 + Penalty 2800.066592 = -571701.976951
  nChanged 0
		SP:Iteration 37F (128396.580000 sec): 3 clusters
  Score: Raw -574502.043543 + Penalty 2800.066592 = -571701.976951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (62418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128396.950000 sec): 2 clusters
  Score: Raw -6879227.549996 + Penalty 1794.261458 = -6877433.288537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128397.420000 sec): 3 clusters
  Score: Raw -6839369.227706 + Penalty 3588.522917 = -6835780.704789
  nChanged 29452
		SP:Iteration 1F (128397.840000 sec): 3 clusters
  Score: Raw -6856738.214983 + Penalty 3588.522917 = -6853149.692067
  nChanged 2766
		SP:Iteration 2Q (128398.270000 sec): 3 clusters
  Score: Raw -6857759.995674 + Penalty 3588.522917 = -6854171.472757
  nChanged 3031
		SP:Iteration 3Q (128398.770000 sec): 3 clusters
  Score: Raw -6859115.126493 + Penalty 3588.522917 = -6855526.603577
  nChanged 3477
		SP:Iteration 4F (128399.260000 sec): 3 clusters
  Score: Raw -6861013.353134 + Penalty 3588.522917 = -6857424.830217
  nChanged 4072
		SP:Iteration 5F (128399.740000 sec): 3 clusters
  Score: Raw -6863776.560409 + Penalty 3588.522917 = -6860188.037492
  nChanged 4547
		SP:Iteration 6F (128400.200000 sec): 3 clusters
  Score: Raw -6867365.482149 + Penalty 3588.522917 = -6863776.959233
  nChanged 4312
		SP:Iteration 7F (128400.680000 sec): 3 clusters
  Score: Raw -6871295.220611 + Penalty 3588.522917 = -6867706.697695
  nChanged 3397
		SP:Iteration 8F (128401.120000 sec): 3 clusters
  Score: Raw -6874772.856689 + Penalty 3588.522917 = -6871184.333773
  nChanged 2249
		SP:Iteration 9Q (128401.560000 sec): 3 clusters
  Score: Raw -6877172.743678 + Penalty 3588.522917 = -6873584.220761
  nChanged 1409
		SP:Iteration 10Q (128402.010000 sec): 3 clusters
  Score: Raw -6878318.508589 + Penalty 3588.522917 = -6874729.985672
  nChanged 906
		SP:Iteration 11Q (128402.410000 sec): 3 clusters
  Score: Raw -6878890.238884 + Penalty 3588.522917 = -6875301.715967
  nChanged 669
		SP:Iteration 12Q (128402.820000 sec): 3 clusters
  Score: Raw -6879206.644814 + Penalty 3588.522917 = -6875618.121897
  nChanged 438
		SP:Iteration 13Q (128403.260000 sec): 3 clusters
  Score: Raw -6879377.901369 + Penalty 3588.522917 = -6875789.378452
  nChanged 357
		SP:Iteration 14Q (128403.710000 sec): 3 clusters
  Score: Raw -6879501.611521 + Penalty 3588.522917 = -6875913.088604
  nChanged 296
		SP:Iteration 15Q (128404.210000 sec): 3 clusters
  Score: Raw -6879583.805602 + Penalty 3588.522917 = -6875995.282685
  nChanged 222
		SP:Iteration 16Q (128404.700000 sec): 3 clusters
  Score: Raw -6879640.502915 + Penalty 3588.522917 = -6876051.979999
  nChanged 169
		SP:Iteration 17Q (128405.180000 sec): 3 clusters
  Score: Raw -6879677.506257 + Penalty 3588.522917 = -6876088.983340
  nChanged 145
		SP:Iteration 18Q (128405.660000 sec): 3 clusters
  Score: Raw -6879709.459767 + Penalty 3588.522917 = -6876120.936850
  nChanged 145
		SP:Iteration 19Q (128406.150000 sec): 3 clusters
  Score: Raw -6879742.232708 + Penalty 3588.522917 = -6876153.709792
  nChanged 121
		SP:Iteration 20F (128406.670000 sec): 3 clusters
  Score: Raw -6879767.794979 + Penalty 3588.522917 = -6876179.272062
  nChanged 119
		SP:Iteration 21Q (128407.170000 sec): 3 clusters
  Score: Raw -6879793.791667 + Penalty 3588.522917 = -6876205.268751
  nChanged 118
		SP:Iteration 22Q (128407.700000 sec): 3 clusters
  Score: Raw -6879817.927702 + Penalty 3588.522917 = -6876229.404785
  nChanged 115
		SP:Iteration 23Q (128408.230000 sec): 3 clusters
  Score: Raw -6879843.430113 + Penalty 3588.522917 = -6876254.907196
  nChanged 107
		SP:Iteration 24Q (128408.740000 sec): 3 clusters
  Score: Raw -6879866.642171 + Penalty 3588.522917 = -6876278.119254
  nChanged 77
		SP:Iteration 25Q (128409.230000 sec): 3 clusters
  Score: Raw -6879880.578095 + Penalty 3588.522917 = -6876292.055178
  nChanged 67
		SP:Iteration 26Q (128409.700000 sec): 3 clusters
  Score: Raw -6879892.489386 + Penalty 3588.522917 = -6876303.966470
  nChanged 49
		SP:Iteration 27Q (128410.140000 sec): 3 clusters
  Score: Raw -6879901.592734 + Penalty 3588.522917 = -6876313.069818
  nChanged 51
		SP:Iteration 28Q (128410.600000 sec): 3 clusters
  Score: Raw -6879909.704177 + Penalty 3588.522917 = -6876321.181260
  nChanged 47
		SP:Iteration 29Q (128411.070000 sec): 3 clusters
  Score: Raw -6879918.273789 + Penalty 3588.522917 = -6876329.750872
  nChanged 46
		SP:Iteration 30Q (128411.480000 sec): 3 clusters
  Score: Raw -6879927.737547 + Penalty 3588.522917 = -6876339.214631
  nChanged 60
		SP:Iteration 31Q (128412.010000 sec): 3 clusters
  Score: Raw -6879940.476197 + Penalty 3588.522917 = -6876351.953280
  nChanged 46
		SP:Iteration 32Q (128412.470000 sec): 3 clusters
  Score: Raw -6879949.829921 + Penalty 3588.522917 = -6876361.307004
  nChanged 35
		SP:Iteration 33Q (128412.950000 sec): 3 clusters
  Score: Raw -6879956.599860 + Penalty 3588.522917 = -6876368.076943
  nChanged 45
		SP:Iteration 34Q (128413.460000 sec): 3 clusters
  Score: Raw -6879964.844244 + Penalty 3588.522917 = -6876376.321328
  nChanged 35
		SP:Iteration 35Q (128413.980000 sec): 3 clusters
  Score: Raw -6879970.054608 + Penalty 3588.522917 = -6876381.531691
  nChanged 27
		SP:Iteration 36Q (128414.460000 sec): 3 clusters
  Score: Raw -6879974.191813 + Penalty 3588.522917 = -6876385.668897
  nChanged 26
		SP:Iteration 37Q (128415.010000 sec): 3 clusters
  Score: Raw -6879980.252337 + Penalty 3588.522917 = -6876391.729420
  nChanged 40
		SP:Iteration 38Q (128415.450000 sec): 3 clusters
  Score: Raw -6879990.546612 + Penalty 3588.522917 = -6876402.023696
  nChanged 43
		SP:Iteration 39Q (128415.870000 sec): 3 clusters
  Score: Raw -6880000.138693 + Penalty 3588.522917 = -6876411.615777
  nChanged 41
		SP:Iteration 40F (128416.390000 sec): 3 clusters
  Score: Raw -6880006.978702 + Penalty 3588.522917 = -6876418.455786
  nChanged 48
		SP:Iteration 41Q (128416.840000 sec): 3 clusters
  Score: Raw -6880014.777331 + Penalty 3588.522917 = -6876426.254414
  nChanged 36
		SP:Iteration 42Q (128417.320000 sec): 3 clusters
  Score: Raw -6880019.986125 + Penalty 3588.522917 = -6876431.463208
  nChanged 26
		SP:Iteration 43Q (128417.790000 sec): 3 clusters
  Score: Raw -6880022.808424 + Penalty 3588.522917 = -6876434.285507
  nChanged 16
		SP:Iteration 44Q (128418.210000 sec): 3 clusters
  Score: Raw -6880025.198198 + Penalty 3588.522917 = -6876436.675281
  nChanged 17
		SP:Iteration 45Q (128418.680000 sec): 3 clusters
  Score: Raw -6880028.301469 + Penalty 3588.522917 = -6876439.778553
  nChanged 18
		SP:Iteration 46Q (128419.120000 sec): 3 clusters
  Score: Raw -6880031.226381 + Penalty 3588.522917 = -6876442.703464
  nChanged 17
		SP:Iteration 47Q (128419.590000 sec): 3 clusters
  Score: Raw -6880033.911851 + Penalty 3588.522917 = -6876445.388934
  nChanged 19
		SP:Iteration 48Q (128420.040000 sec): 3 clusters
  Score: Raw -6880036.865930 + Penalty 3588.522917 = -6876448.343014
  nChanged 22
		SP:Iteration 49Q (128420.480000 sec): 3 clusters
  Score: Raw -6880040.916115 + Penalty 3588.522917 = -6876452.393198
  nChanged 19
		SP:Iteration 50Q (128420.940000 sec): 3 clusters
  Score: Raw -6880044.095200 + Penalty 3588.522917 = -6876455.572283
  nChanged 16
		SP:Iteration 51Q (128421.420000 sec): 3 clusters
  Score: Raw -6880047.284268 + Penalty 3588.522917 = -6876458.761352
  nChanged 21
		SP:Iteration 52Q (128421.890000 sec): 3 clusters
  Score: Raw -6880052.071463 + Penalty 3588.522917 = -6876463.548546
  nChanged 22
		SP:Iteration 53Q (128422.430000 sec): 3 clusters
  Score: Raw -6880056.190968 + Penalty 3588.522917 = -6876467.668052
  nChanged 19
		SP:Iteration 54Q (128422.940000 sec): 3 clusters
  Score: Raw -6880058.832642 + Penalty 3588.522917 = -6876470.309725
  nChanged 16
		SP:Iteration 55Q (128423.460000 sec): 3 clusters
  Score: Raw -6880061.172778 + Penalty 3588.522917 = -6876472.649862
  nChanged 14
		SP:Iteration 56Q (128423.940000 sec): 3 clusters
  Score: Raw -6880063.680261 + Penalty 3588.522917 = -6876475.157345
  nChanged 12
		SP:Iteration 57Q (128424.420000 sec): 3 clusters
  Score: Raw -6880065.958561 + Penalty 3588.522917 = -6876477.435644
  nChanged 14
		SP:Iteration 58Q (128424.940000 sec): 3 clusters
  Score: Raw -6880068.346698 + Penalty 3588.522917 = -6876479.823782
  nChanged 10
		SP:Iteration 59Q (128425.460000 sec): 3 clusters
  Score: Raw -6880070.455782 + Penalty 3588.522917 = -6876481.932866
  nChanged 7
		SP:Iteration 60F (128426.020000 sec): 3 clusters
  Score: Raw -6880071.095166 + Penalty 3588.522917 = -6876482.572249
  nChanged 3
		SP:Iteration 61Q (128426.580000 sec): 3 clusters
  Score: Raw -6880071.795452 + Penalty 3588.522917 = -6876483.272535
  nChanged 6
		SP:Iteration 62Q (128427.070000 sec): 3 clusters
  Score: Raw -6880072.935748 + Penalty 3588.522917 = -6876484.412831
  nChanged 6
		SP:Iteration 63Q (128427.610000 sec): 3 clusters
  Score: Raw -6880073.827977 + Penalty 3588.522917 = -6876485.305060
  nChanged 5
		SP:Iteration 64Q (128428.080000 sec): 3 clusters
  Score: Raw -6880074.379466 + Penalty 3588.522917 = -6876485.856549
  nChanged 4
		SP:Iteration 65Q (128428.550000 sec): 3 clusters
  Score: Raw -6880074.822696 + Penalty 3588.522917 = -6876486.299779
  nChanged 3
		SP:Iteration 66Q (128429.080000 sec): 3 clusters
  Score: Raw -6880075.043068 + Penalty 3588.522917 = -6876486.520152
  nChanged 2
		SP:Iteration 67Q (128429.550000 sec): 3 clusters
  Score: Raw -6880075.203374 + Penalty 3588.522917 = -6876486.680457
  nChanged 1
		SP:Iteration 68Q (128429.980000 sec): 3 clusters
  Score: Raw -6880075.312597 + Penalty 3588.522917 = -6876486.789680
  nChanged 1
		SP:Iteration 69Q (128430.400000 sec): 3 clusters
  Score: Raw -6880075.352589 + Penalty 3588.522917 = -6876486.829673
  nChanged 1
		SP:Iteration 70Q (128430.900000 sec): 3 clusters
  Score: Raw -6880075.390108 + Penalty 3588.522917 = -6876486.867192
  nChanged 1
		SP:Iteration 71Q (128431.400000 sec): 3 clusters
  Score: Raw -6880075.681583 + Penalty 3588.522917 = -6876487.158667
  nChanged 5
		SP:Iteration 72Q (128431.880000 sec): 3 clusters
  Score: Raw -6880076.405735 + Penalty 3588.522917 = -6876487.882818
  nChanged 6
		SP:Iteration 73Q (128432.360000 sec): 3 clusters
  Score: Raw -6880077.273456 + Penalty 3588.522917 = -6876488.750539
  nChanged 3
		SP:Iteration 74Q (128432.800000 sec): 3 clusters
  Score: Raw -6880077.624703 + Penalty 3588.522917 = -6876489.101786
  nChanged 3
		SP:Iteration 75Q (128433.220000 sec): 3 clusters
  Score: Raw -6880078.052617 + Penalty 3588.522917 = -6876489.529700
  nChanged 2
		SP:Iteration 76Q (128433.690000 sec): 3 clusters
  Score: Raw -6880078.230640 + Penalty 3588.522917 = -6876489.707724
  nChanged 2
		SP:Iteration 77Q (128434.160000 sec): 3 clusters
  Score: Raw -6880078.479892 + Penalty 3588.522917 = -6876489.956976
  nChanged 3
		SP:Iteration 78Q (128434.590000 sec): 3 clusters
  Score: Raw -6880078.714934 + Penalty 3588.522917 = -6876490.192018
  nChanged 2
		SP:Iteration 79Q (128435.020000 sec): 3 clusters
  Score: Raw -6880078.962771 + Penalty 3588.522917 = -6876490.439854
  nChanged 0
		SP:Iteration 80F (128435.480000 sec): 3 clusters
  Score: Raw -6880078.962771 + Penalty 3588.522917 = -6876490.439854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128435.620000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128435.790000 sec): 3 clusters
  Score: Raw -24405.286320 + Penalty 1781.207650 = -22624.078670
  nChanged 35
		SP:Iteration 1F (128435.940000 sec): 3 clusters
  Score: Raw -24499.968192 + Penalty 1781.207650 = -22718.760542
  nChanged 10
		SP:Iteration 2Q (128436.110000 sec): 3 clusters
  Score: Raw -24544.480622 + Penalty 1781.207650 = -22763.272972
  nChanged 2
		SP:Iteration 3Q (128436.300000 sec): 3 clusters
  Score: Raw -24553.072892 + Penalty 1781.207650 = -22771.865242
  nChanged 2
		SP:Iteration 4Q (128436.490000 sec): 3 clusters
  Score: Raw -24561.824310 + Penalty 1781.207650 = -22780.616660
  nChanged 3
		SP:Iteration 5Q (128436.680000 sec): 3 clusters
  Score: Raw -24600.352808 + Penalty 1781.207650 = -22819.145158
  nChanged 3
		SP:Iteration 6Q (128436.880000 sec): 3 clusters
  Score: Raw -24611.682630 + Penalty 1781.207650 = -22830.474980
  nChanged 0
		SP:Iteration 7F (128437.020000 sec): 3 clusters
  Score: Raw -24611.682630 + Penalty 1781.207650 = -22830.474980
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128437.220000 sec): 2 clusters
  Score: Raw -1586942.042449 + Penalty 1555.675060 = -1585386.367389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128437.480000 sec): 3 clusters
  Score: Raw -1578472.055924 + Penalty 3111.350121 = -1575360.705803
  nChanged 6385
		SP:Iteration 1F (128437.730000 sec): 3 clusters
  Score: Raw -1581948.685015 + Penalty 3111.350121 = -1578837.334894
  nChanged 864
		SP:Iteration 2F (128437.950000 sec): 3 clusters
  Score: Raw -1582377.601844 + Penalty 3111.350121 = -1579266.251723
  nChanged 826
		SP:Iteration 3F (128438.180000 sec): 3 clusters
  Score: Raw -1582841.415304 + Penalty 3111.350121 = -1579730.065183
  nChanged 821
		SP:Iteration 4F (128438.410000 sec): 3 clusters
  Score: Raw -1583359.657746 + Penalty 3111.350121 = -1580248.307626
  nChanged 859
		SP:Iteration 5F (128438.640000 sec): 3 clusters
  Score: Raw -1583983.399350 + Penalty 3111.350121 = -1580872.049230
  nChanged 926
		SP:Iteration 6F (128438.920000 sec): 3 clusters
  Score: Raw -1584696.060269 + Penalty 3111.350121 = -1581584.710149
  nChanged 886
		SP:Iteration 7F (128439.210000 sec): 3 clusters
  Score: Raw -1585397.207768 + Penalty 3111.350121 = -1582285.857647
  nChanged 749
		SP:Iteration 8F (128439.460000 sec): 3 clusters
  Score: Raw -1586011.634896 + Penalty 3111.350121 = -1582900.284776
  nChanged 634
		SP:Iteration 9Q (128439.710000 sec): 3 clusters
  Score: Raw -1586545.657801 + Penalty 3111.350121 = -1583434.307680
  nChanged 475
		SP:Iteration 10Q (128439.950000 sec): 3 clusters
  Score: Raw -1586908.337967 + Penalty 3111.350121 = -1583796.987847
  nChanged 321
		SP:Iteration 11Q (128440.200000 sec): 3 clusters
  Score: Raw -1587140.388351 + Penalty 3111.350121 = -1584029.038231
  nChanged 243
		SP:Iteration 12Q (128440.480000 sec): 3 clusters
  Score: Raw -1587307.874764 + Penalty 3111.350121 = -1584196.524644
  nChanged 166
		SP:Iteration 13Q (128440.710000 sec): 3 clusters
  Score: Raw -1587408.020987 + Penalty 3111.350121 = -1584296.670866
  nChanged 132
		SP:Iteration 14Q (128440.950000 sec): 3 clusters
  Score: Raw -1587478.903518 + Penalty 3111.350121 = -1584367.553397
  nChanged 94
		SP:Iteration 15Q (128441.170000 sec): 3 clusters
  Score: Raw -1587535.494865 + Penalty 3111.350121 = -1584424.144745
  nChanged 79
		SP:Iteration 16Q (128441.380000 sec): 3 clusters
  Score: Raw -1587577.164086 + Penalty 3111.350121 = -1584465.813965
  nChanged 63
		SP:Iteration 17Q (128441.670000 sec): 3 clusters
  Score: Raw -1587608.238827 + Penalty 3111.350121 = -1584496.888706
  nChanged 49
		SP:Iteration 18Q (128441.890000 sec): 3 clusters
  Score: Raw -1587638.145055 + Penalty 3111.350121 = -1584526.794934
  nChanged 52
		SP:Iteration 19Q (128442.100000 sec): 3 clusters
  Score: Raw -1587663.745464 + Penalty 3111.350121 = -1584552.395344
  nChanged 34
		SP:Iteration 20F (128442.330000 sec): 3 clusters
  Score: Raw -1587680.766596 + Penalty 3111.350121 = -1584569.416475
  nChanged 23
		SP:Iteration 21Q (128442.580000 sec): 3 clusters
  Score: Raw -1587696.993068 + Penalty 3111.350121 = -1584585.642947
  nChanged 24
		SP:Iteration 22Q (128442.820000 sec): 3 clusters
  Score: Raw -1587710.663678 + Penalty 3111.350121 = -1584599.313557
  nChanged 25
		SP:Iteration 23Q (128443.040000 sec): 3 clusters
  Score: Raw -1587723.417424 + Penalty 3111.350121 = -1584612.067304
  nChanged 17
		SP:Iteration 24Q (128443.310000 sec): 3 clusters
  Score: Raw -1587728.616803 + Penalty 3111.350121 = -1584617.266682
  nChanged 12
		SP:Iteration 25Q (128443.510000 sec): 3 clusters
  Score: Raw -1587733.335293 + Penalty 3111.350121 = -1584621.985172
  nChanged 9
		SP:Iteration 26Q (128443.760000 sec): 3 clusters
  Score: Raw -1587736.875486 + Penalty 3111.350121 = -1584625.525365
  nChanged 7
		SP:Iteration 27Q (128444.000000 sec): 3 clusters
  Score: Raw -1587740.303131 + Penalty 3111.350121 = -1584628.953010
  nChanged 7
		SP:Iteration 28Q (128444.210000 sec): 3 clusters
  Score: Raw -1587744.306463 + Penalty 3111.350121 = -1584632.956342
  nChanged 6
		SP:Iteration 29Q (128444.390000 sec): 3 clusters
  Score: Raw -1587747.132801 + Penalty 3111.350121 = -1584635.782681
  nChanged 4
		SP:Iteration 30Q (128444.620000 sec): 3 clusters
  Score: Raw -1587749.409568 + Penalty 3111.350121 = -1584638.059447
  nChanged 4
		SP:Iteration 31Q (128444.880000 sec): 3 clusters
  Score: Raw -1587751.394365 + Penalty 3111.350121 = -1584640.044245
  nChanged 2
		SP:Iteration 32Q (128445.050000 sec): 3 clusters
  Score: Raw -1587752.888353 + Penalty 3111.350121 = -1584641.538232
  nChanged 3
		SP:Iteration 33Q (128445.300000 sec): 3 clusters
  Score: Raw -1587753.586131 + Penalty 3111.350121 = -1584642.236010
  nChanged 3
		SP:Iteration 34Q (128445.530000 sec): 3 clusters
  Score: Raw -1587755.300222 + Penalty 3111.350121 = -1584643.950101
  nChanged 4
		SP:Iteration 35Q (128445.750000 sec): 3 clusters
  Score: Raw -1587756.560256 + Penalty 3111.350121 = -1584645.210135
  nChanged 1
		SP:Iteration 36Q (128445.980000 sec): 3 clusters
  Score: Raw -1587756.927312 + Penalty 3111.350121 = -1584645.577191
  nChanged 0
		SP:Iteration 37F (128446.190000 sec): 3 clusters
  Score: Raw -1587756.927312 + Penalty 3111.350121 = -1584645.577191
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128446.340000 sec): 2 clusters
  Score: Raw -372759.911343 + Penalty 1335.026454 = -371424.884889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128446.490000 sec): 3 clusters
  Score: Raw -370961.135460 + Penalty 2670.052909 = -368291.082551
  nChanged 1501
		SP:Iteration 1F (128446.710000 sec): 3 clusters
  Score: Raw -371899.659405 + Penalty 2670.052909 = -369229.606496
  nChanged 297
		SP:Iteration 2F (128446.910000 sec): 3 clusters
  Score: Raw -372130.243344 + Penalty 2670.052909 = -369460.190435
  nChanged 245
		SP:Iteration 3F (128447.080000 sec): 3 clusters
  Score: Raw -372315.641775 + Penalty 2670.052909 = -369645.588866
  nChanged 205
		SP:Iteration 4F (128447.270000 sec): 3 clusters
  Score: Raw -372467.212931 + Penalty 2670.052909 = -369797.160022
  nChanged 173
		SP:Iteration 5Q (128447.480000 sec): 3 clusters
  Score: Raw -372566.550986 + Penalty 2670.052909 = -369896.498077
  nChanged 128
		SP:Iteration 6Q (128447.660000 sec): 3 clusters
  Score: Raw -372651.706376 + Penalty 2670.052909 = -369981.653467
  nChanged 100
		SP:Iteration 7Q (128447.820000 sec): 3 clusters
  Score: Raw -372706.481573 + Penalty 2670.052909 = -370036.428665
  nChanged 95
		SP:Iteration 8Q (128448.060000 sec): 3 clusters
  Score: Raw -372753.570989 + Penalty 2670.052909 = -370083.518080
  nChanged 71
		SP:Iteration 9Q (128448.260000 sec): 3 clusters
  Score: Raw -372800.421396 + Penalty 2670.052909 = -370130.368487
  nChanged 63
		SP:Iteration 10Q (128448.410000 sec): 3 clusters
  Score: Raw -372837.697211 + Penalty 2670.052909 = -370167.644302
  nChanged 46
		SP:Iteration 11Q (128448.600000 sec): 3 clusters
  Score: Raw -372857.193228 + Penalty 2670.052909 = -370187.140319
  nChanged 50
		SP:Iteration 12Q (128448.810000 sec): 3 clusters
  Score: Raw -372878.860248 + Penalty 2670.052909 = -370208.807339
  nChanged 39
		SP:Iteration 13Q (128449.010000 sec): 3 clusters
  Score: Raw -372904.368567 + Penalty 2670.052909 = -370234.315658
  nChanged 44
		SP:Iteration 14Q (128449.160000 sec): 3 clusters
  Score: Raw -372926.061796 + Penalty 2670.052909 = -370256.008887
  nChanged 34
		SP:Iteration 15Q (128449.300000 sec): 3 clusters
  Score: Raw -372948.695842 + Penalty 2670.052909 = -370278.642933
  nChanged 48
		SP:Iteration 16Q (128449.470000 sec): 3 clusters
  Score: Raw -372976.513726 + Penalty 2670.052909 = -370306.460817
  nChanged 40
		SP:Iteration 17Q (128449.640000 sec): 3 clusters
  Score: Raw -372992.618834 + Penalty 2670.052909 = -370322.565925
  nChanged 33
		SP:Iteration 18Q (128449.800000 sec): 3 clusters
  Score: Raw -373006.701144 + Penalty 2670.052909 = -370336.648235
  nChanged 27
		SP:Iteration 19Q (128449.950000 sec): 3 clusters
  Score: Raw -373019.942391 + Penalty 2670.052909 = -370349.889482
  nChanged 28
		SP:Iteration 20F (128450.140000 sec): 3 clusters
  Score: Raw -373032.540966 + Penalty 2670.052909 = -370362.488057
  nChanged 24
		SP:Iteration 21Q (128450.290000 sec): 3 clusters
  Score: Raw -373041.015838 + Penalty 2670.052909 = -370370.962929
  nChanged 17
		SP:Iteration 22Q (128450.430000 sec): 3 clusters
  Score: Raw -373047.459401 + Penalty 2670.052909 = -370377.406492
  nChanged 15
		SP:Iteration 23Q (128450.610000 sec): 3 clusters
  Score: Raw -373054.325680 + Penalty 2670.052909 = -370384.272771
  nChanged 21
		SP:Iteration 24Q (128450.790000 sec): 3 clusters
  Score: Raw -373063.335439 + Penalty 2670.052909 = -370393.282531
  nChanged 20
		SP:Iteration 25Q (128450.930000 sec): 3 clusters
  Score: Raw -373070.020601 + Penalty 2670.052909 = -370399.967692
  nChanged 17
		SP:Iteration 26Q (128451.100000 sec): 3 clusters
  Score: Raw -373075.447835 + Penalty 2670.052909 = -370405.394926
  nChanged 19
		SP:Iteration 27Q (128451.260000 sec): 3 clusters
  Score: Raw -373079.690148 + Penalty 2670.052909 = -370409.637239
  nChanged 17
		SP:Iteration 28Q (128451.430000 sec): 3 clusters
  Score: Raw -373083.894280 + Penalty 2670.052909 = -370413.841371
  nChanged 14
		SP:Iteration 29Q (128451.610000 sec): 3 clusters
  Score: Raw -373088.888156 + Penalty 2670.052909 = -370418.835247
  nChanged 14
		SP:Iteration 30Q (128451.800000 sec): 3 clusters
  Score: Raw -373092.464579 + Penalty 2670.052909 = -370422.411670
  nChanged 12
		SP:Iteration 31Q (128451.970000 sec): 3 clusters
  Score: Raw -373097.713971 + Penalty 2670.052909 = -370427.661062
  nChanged 12
		SP:Iteration 32Q (128452.160000 sec): 3 clusters
  Score: Raw -373102.548269 + Penalty 2670.052909 = -370432.495360
  nChanged 15
		SP:Iteration 33Q (128452.350000 sec): 3 clusters
  Score: Raw -373108.949611 + Penalty 2670.052909 = -370438.896702
  nChanged 19
		SP:Iteration 34Q (128452.480000 sec): 3 clusters
  Score: Raw -373113.847326 + Penalty 2670.052909 = -370443.794417
  nChanged 7
		SP:Iteration 35Q (128452.670000 sec): 3 clusters
  Score: Raw -373116.415065 + Penalty 2670.052909 = -370446.362156
  nChanged 6
		SP:Iteration 36Q (128452.850000 sec): 3 clusters
  Score: Raw -373118.158665 + Penalty 2670.052909 = -370448.105756
  nChanged 3
		SP:Iteration 37Q (128453.080000 sec): 3 clusters
  Score: Raw -373118.787172 + Penalty 2670.052909 = -370448.734263
  nChanged 2
		SP:Iteration 38Q (128453.250000 sec): 3 clusters
  Score: Raw -373119.071892 + Penalty 2670.052909 = -370449.018983
  nChanged 2
		SP:Iteration 39Q (128453.430000 sec): 3 clusters
  Score: Raw -373119.443229 + Penalty 2670.052909 = -370449.390320
  nChanged 0
		SP:Iteration 40F (128453.640000 sec): 3 clusters
  Score: Raw -373119.443229 + Penalty 2670.052909 = -370449.390320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (115644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128454.350000 sec): 2 clusters
  Score: Raw -12117354.213707 + Penalty 1894.469165 = -12115459.744542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128455.080000 sec): 3 clusters
  Score: Raw -12041613.116058 + Penalty 3788.938330 = -12037824.177727
  nChanged 55620
		SP:Iteration 1F (128455.800000 sec): 3 clusters
  Score: Raw -12074120.460267 + Penalty 3788.938330 = -12070331.521937
  nChanged 4025
		SP:Iteration 2Q (128456.620000 sec): 3 clusters
  Score: Raw -12075230.843181 + Penalty 3788.938330 = -12071441.904851
  nChanged 4422
		SP:Iteration 3Q (128457.500000 sec): 3 clusters
  Score: Raw -12076721.251158 + Penalty 3788.938330 = -12072932.312827
  nChanged 4855
		SP:Iteration 4Q (128458.260000 sec): 3 clusters
  Score: Raw -12078694.466900 + Penalty 3788.938330 = -12074905.528570
  nChanged 5497
		SP:Iteration 5Q (128459.140000 sec): 3 clusters
  Score: Raw -12081347.629071 + Penalty 3788.938330 = -12077558.690741
  nChanged 6023
		SP:Iteration 6F (128460.020000 sec): 3 clusters
  Score: Raw -12084828.224590 + Penalty 3788.938330 = -12081039.286260
  nChanged 6574
		SP:Iteration 7F (128460.840000 sec): 3 clusters
  Score: Raw -12089125.377892 + Penalty 3788.938330 = -12085336.439562
  nChanged 6744
		SP:Iteration 8F (128461.660000 sec): 3 clusters
  Score: Raw -12093622.439766 + Penalty 3788.938330 = -12089833.501436
  nChanged 6095
		SP:Iteration 9F (128462.440000 sec): 3 clusters
  Score: Raw -12097163.863492 + Penalty 3788.938330 = -12093374.925161
  nChanged 4872
		SP:Iteration 10Q (128463.240000 sec): 3 clusters
  Score: Raw -12099268.040219 + Penalty 3788.938330 = -12095479.101889
  nChanged 3413
		SP:Iteration 11Q (128464.000000 sec): 3 clusters
  Score: Raw -12100287.500153 + Penalty 3788.938330 = -12096498.561823
  nChanged 2363
		SP:Iteration 12Q (128464.760000 sec): 3 clusters
  Score: Raw -12100820.219763 + Penalty 3788.938330 = -12097031.281433
  nChanged 1664
		SP:Iteration 13Q (128465.540000 sec): 3 clusters
  Score: Raw -12101124.770657 + Penalty 3788.938330 = -12097335.832326
  nChanged 1345
		SP:Iteration 14Q (128466.340000 sec): 3 clusters
  Score: Raw -12101367.127476 + Penalty 3788.938330 = -12097578.189145
  nChanged 1244
		SP:Iteration 15Q (128467.210000 sec): 3 clusters
  Score: Raw -12101597.673045 + Penalty 3788.938330 = -12097808.734715
  nChanged 1222
		SP:Iteration 16Q (128468.050000 sec): 3 clusters
  Score: Raw -12101835.614522 + Penalty 3788.938330 = -12098046.676192
  nChanged 1291
		SP:Iteration 17Q (128468.790000 sec): 3 clusters
  Score: Raw -12102105.570871 + Penalty 3788.938330 = -12098316.632540
  nChanged 1375
		SP:Iteration 18Q (128469.560000 sec): 3 clusters
  Score: Raw -12102408.890079 + Penalty 3788.938330 = -12098619.951748
  nChanged 1465
		SP:Iteration 19Q (128470.360000 sec): 3 clusters
  Score: Raw -12102762.772007 + Penalty 3788.938330 = -12098973.833677
  nChanged 1615
		SP:Iteration 20F (128471.050000 sec): 3 clusters
  Score: Raw -12103189.729397 + Penalty 3788.938330 = -12099400.791066
  nChanged 1717
		SP:Iteration 21Q (128471.780000 sec): 3 clusters
  Score: Raw -12103671.867198 + Penalty 3788.938330 = -12099882.928868
  nChanged 1917
		SP:Iteration 22Q (128472.520000 sec): 3 clusters
  Score: Raw -12104278.990404 + Penalty 3788.938330 = -12100490.052073
  nChanged 2100
		SP:Iteration 23Q (128473.300000 sec): 3 clusters
  Score: Raw -12105038.320061 + Penalty 3788.938330 = -12101249.381730
  nChanged 2279
		SP:Iteration 24Q (128474.130000 sec): 3 clusters
  Score: Raw -12105962.871484 + Penalty 3788.938330 = -12102173.933154
  nChanged 2360
		SP:Iteration 25Q (128474.940000 sec): 3 clusters
  Score: Raw -12107010.874629 + Penalty 3788.938330 = -12103221.936299
  nChanged 2422
		SP:Iteration 26Q (128475.660000 sec): 3 clusters
  Score: Raw -12108209.131509 + Penalty 3788.938330 = -12104420.193178
  nChanged 2488
		SP:Iteration 27Q (128476.430000 sec): 3 clusters
  Score: Raw -12109553.312345 + Penalty 3788.938330 = -12105764.374015
  nChanged 2466
		SP:Iteration 28Q (128477.200000 sec): 3 clusters
  Score: Raw -12111035.640863 + Penalty 3788.938330 = -12107246.702532
  nChanged 2387
		SP:Iteration 29Q (128477.940000 sec): 3 clusters
  Score: Raw -12112616.008011 + Penalty 3788.938330 = -12108827.069681
  nChanged 2159
		SP:Iteration 30Q (128478.680000 sec): 3 clusters
  Score: Raw -12114098.708979 + Penalty 3788.938330 = -12110309.770649
  nChanged 1841
		SP:Iteration 31Q (128479.500000 sec): 3 clusters
  Score: Raw -12115382.193621 + Penalty 3788.938330 = -12111593.255291
  nChanged 1442
		SP:Iteration 32Q (128480.280000 sec): 3 clusters
  Score: Raw -12116358.408369 + Penalty 3788.938330 = -12112569.470038
  nChanged 1058
		SP:Iteration 33Q (128481.060000 sec): 3 clusters
  Score: Raw -12117020.522849 + Penalty 3788.938330 = -12113231.584518
  nChanged 697
		SP:Iteration 34Q (128481.770000 sec): 3 clusters
  Score: Raw -12117441.959774 + Penalty 3788.938330 = -12113653.021444
  nChanged 484
		SP:Iteration 35Q (128482.500000 sec): 3 clusters
  Score: Raw -12117762.359342 + Penalty 3788.938330 = -12113973.421011
  nChanged 350
		SP:Iteration 36Q (128483.240000 sec): 3 clusters
  Score: Raw -12118001.612256 + Penalty 3788.938330 = -12114212.673926
  nChanged 253
		SP:Iteration 37Q (128483.980000 sec): 3 clusters
  Score: Raw -12118166.306512 + Penalty 3788.938330 = -12114377.368181
  nChanged 175
		SP:Iteration 38Q (128484.660000 sec): 3 clusters
  Score: Raw -12118280.629547 + Penalty 3788.938330 = -12114491.691217
  nChanged 143
		SP:Iteration 39Q (128485.350000 sec): 3 clusters
  Score: Raw -12118370.617727 + Penalty 3788.938330 = -12114581.679397
  nChanged 120
		SP:Iteration 40F (128486.080000 sec): 3 clusters
  Score: Raw -12118440.425791 + Penalty 3788.938330 = -12114651.487461
  nChanged 96
		SP:Iteration 41Q (128486.770000 sec): 3 clusters
  Score: Raw -12118492.026270 + Penalty 3788.938330 = -12114703.087940
  nChanged 81
		SP:Iteration 42Q (128487.450000 sec): 3 clusters
  Score: Raw -12118528.356632 + Penalty 3788.938330 = -12114739.418301
  nChanged 67
		SP:Iteration 43Q (128488.140000 sec): 3 clusters
  Score: Raw -12118552.500967 + Penalty 3788.938330 = -12114763.562636
  nChanged 46
		SP:Iteration 44Q (128488.820000 sec): 3 clusters
  Score: Raw -12118570.647719 + Penalty 3788.938330 = -12114781.709389
  nChanged 48
		SP:Iteration 45Q (128489.540000 sec): 3 clusters
  Score: Raw -12118593.919939 + Penalty 3788.938330 = -12114804.981609
  nChanged 48
		SP:Iteration 46Q (128490.270000 sec): 3 clusters
  Score: Raw -12118613.838915 + Penalty 3788.938330 = -12114824.900585
  nChanged 52
		SP:Iteration 47Q (128491.040000 sec): 3 clusters
  Score: Raw -12118631.204507 + Penalty 3788.938330 = -12114842.266177
  nChanged 45
		SP:Iteration 48Q (128491.800000 sec): 3 clusters
  Score: Raw -12118647.243631 + Penalty 3788.938330 = -12114858.305301
  nChanged 37
		SP:Iteration 49Q (128492.600000 sec): 3 clusters
  Score: Raw -12118660.379337 + Penalty 3788.938330 = -12114871.441007
  nChanged 31
		SP:Iteration 50Q (128493.370000 sec): 3 clusters
  Score: Raw -12118671.715305 + Penalty 3788.938330 = -12114882.776975
  nChanged 33
		SP:Iteration 51Q (128494.130000 sec): 3 clusters
  Score: Raw -12118682.310093 + Penalty 3788.938330 = -12114893.371763
  nChanged 29
		SP:Iteration 52Q (128494.830000 sec): 3 clusters
  Score: Raw -12118689.923508 + Penalty 3788.938330 = -12114900.985178
  nChanged 32
		SP:Iteration 53Q (128495.620000 sec): 3 clusters
  Score: Raw -12118700.288671 + Penalty 3788.938330 = -12114911.350341
  nChanged 45
		SP:Iteration 54Q (128496.440000 sec): 3 clusters
  Score: Raw -12118715.033430 + Penalty 3788.938330 = -12114926.095099
  nChanged 34
		SP:Iteration 55Q (128497.260000 sec): 3 clusters
  Score: Raw -12118725.256855 + Penalty 3788.938330 = -12114936.318525
  nChanged 29
		SP:Iteration 56Q (128498.010000 sec): 3 clusters
  Score: Raw -12118733.557898 + Penalty 3788.938330 = -12114944.619568
  nChanged 27
		SP:Iteration 57Q (128498.710000 sec): 3 clusters
  Score: Raw -12118741.296601 + Penalty 3788.938330 = -12114952.358271
  nChanged 23
		SP:Iteration 58Q (128499.430000 sec): 3 clusters
  Score: Raw -12118747.575524 + Penalty 3788.938330 = -12114958.637193
  nChanged 20
		SP:Iteration 59Q (128500.170000 sec): 3 clusters
  Score: Raw -12118753.014502 + Penalty 3788.938330 = -12114964.076171
  nChanged 20
		SP:Iteration 60F (128500.910000 sec): 3 clusters
  Score: Raw -12118761.945355 + Penalty 3788.938330 = -12114973.007025
  nChanged 21
		SP:Iteration 61Q (128501.720000 sec): 3 clusters
  Score: Raw -12118769.607777 + Penalty 3788.938330 = -12114980.669447
  nChanged 26
		SP:Iteration 62Q (128502.500000 sec): 3 clusters
  Score: Raw -12118775.836799 + Penalty 3788.938330 = -12114986.898468
  nChanged 16
		SP:Iteration 63Q (128503.200000 sec): 3 clusters
  Score: Raw -12118778.935768 + Penalty 3788.938330 = -12114989.997438
  nChanged 18
		SP:Iteration 64Q (128503.900000 sec): 3 clusters
  Score: Raw -12118784.048873 + Penalty 3788.938330 = -12114995.110542
  nChanged 18
		SP:Iteration 65Q (128504.640000 sec): 3 clusters
  Score: Raw -12118787.839456 + Penalty 3788.938330 = -12114998.901126
  nChanged 15
		SP:Iteration 66Q (128505.410000 sec): 3 clusters
  Score: Raw -12118792.098808 + Penalty 3788.938330 = -12115003.160477
  nChanged 16
		SP:Iteration 67Q (128506.150000 sec): 3 clusters
  Score: Raw -12118795.463287 + Penalty 3788.938330 = -12115006.524957
  nChanged 13
		SP:Iteration 68Q (128506.870000 sec): 3 clusters
  Score: Raw -12118799.306856 + Penalty 3788.938330 = -12115010.368525
  nChanged 17
		SP:Iteration 69Q (128507.620000 sec): 3 clusters
  Score: Raw -12118804.151062 + Penalty 3788.938330 = -12115015.212731
  nChanged 16
		SP:Iteration 70Q (128508.370000 sec): 3 clusters
  Score: Raw -12118807.748056 + Penalty 3788.938330 = -12115018.809725
  nChanged 15
		SP:Iteration 71Q (128509.090000 sec): 3 clusters
  Score: Raw -12118811.728391 + Penalty 3788.938330 = -12115022.790060
  nChanged 15
		SP:Iteration 72Q (128509.770000 sec): 3 clusters
  Score: Raw -12118816.464833 + Penalty 3788.938330 = -12115027.526503
  nChanged 18
		SP:Iteration 73Q (128510.450000 sec): 3 clusters
  Score: Raw -12118823.709523 + Penalty 3788.938330 = -12115034.771193
  nChanged 20
		SP:Iteration 74Q (128511.130000 sec): 3 clusters
  Score: Raw -12118829.812787 + Penalty 3788.938330 = -12115040.874457
  nChanged 23
		SP:Iteration 75Q (128511.830000 sec): 3 clusters
  Score: Raw -12118837.253384 + Penalty 3788.938330 = -12115048.315053
  nChanged 28
		SP:Iteration 76Q (128512.560000 sec): 3 clusters
  Score: Raw -12118847.511168 + Penalty 3788.938330 = -12115058.572837
  nChanged 35
		SP:Iteration 77Q (128513.330000 sec): 3 clusters
  Score: Raw -12118859.154678 + Penalty 3788.938330 = -12115070.216347
  nChanged 33
		SP:Iteration 78Q (128514.120000 sec): 3 clusters
  Score: Raw -12118870.065597 + Penalty 3788.938330 = -12115081.127267
  nChanged 37
		SP:Iteration 79Q (128514.850000 sec): 3 clusters
  Score: Raw -12118884.297141 + Penalty 3788.938330 = -12115095.358811
  nChanged 37
		SP:Iteration 80F (128515.560000 sec): 3 clusters
  Score: Raw -12118898.640640 + Penalty 3788.938330 = -12115109.702309
  nChanged 43
		SP:Iteration 81Q (128516.220000 sec): 3 clusters
  Score: Raw -12118920.005466 + Penalty 3788.938330 = -12115131.067136
  nChanged 51
		SP:Iteration 82Q (128516.860000 sec): 3 clusters
  Score: Raw -12118943.720476 + Penalty 3788.938330 = -12115154.782146
  nChanged 56
		SP:Iteration 83Q (128517.490000 sec): 3 clusters
  Score: Raw -12118962.616346 + Penalty 3788.938330 = -12115173.678015
  nChanged 44
		SP:Iteration 84Q (128518.170000 sec): 3 clusters
  Score: Raw -12118977.712155 + Penalty 3788.938330 = -12115188.773825
  nChanged 33
		SP:Iteration 85Q (128518.860000 sec): 3 clusters
  Score: Raw -12118985.782104 + Penalty 3788.938330 = -12115196.843774
  nChanged 20
		SP:Iteration 86Q (128519.620000 sec): 3 clusters
  Score: Raw -12118991.503642 + Penalty 3788.938330 = -12115202.565312
  nChanged 24
		SP:Iteration 87Q (128520.350000 sec): 3 clusters
  Score: Raw -12118997.093405 + Penalty 3788.938330 = -12115208.155074
  nChanged 9
		SP:Iteration 88Q (128521.070000 sec): 3 clusters
  Score: Raw -12118999.390515 + Penalty 3788.938330 = -12115210.452184
  nChanged 14
		SP:Iteration 89Q (128521.770000 sec): 3 clusters
  Score: Raw -12119002.017967 + Penalty 3788.938330 = -12115213.079636
  nChanged 8
		SP:Iteration 90Q (128522.450000 sec): 3 clusters
  Score: Raw -12119002.960777 + Penalty 3788.938330 = -12115214.022447
  nChanged 7
		SP:Iteration 91Q (128523.120000 sec): 3 clusters
  Score: Raw -12119003.998556 + Penalty 3788.938330 = -12115215.060225
  nChanged 3
		SP:Iteration 92Q (128523.690000 sec): 3 clusters
  Score: Raw -12119004.316698 + Penalty 3788.938330 = -12115215.378368
  nChanged 2
		SP:Iteration 93Q (128524.440000 sec): 3 clusters
  Score: Raw -12119005.053452 + Penalty 3788.938330 = -12115216.115122
  nChanged 0
		SP:Iteration 94F (128525.260000 sec): 3 clusters
  Score: Raw -12119005.053452 + Penalty 3788.938330 = -12115216.115122
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128525.470000 sec): 2 clusters
  Score: Raw -406359.904662 + Penalty 1336.557215 = -405023.347447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128525.640000 sec): 3 clusters
  Score: Raw -404505.190289 + Penalty 2673.114431 = -401832.075858
  nChanged 1451
		SP:Iteration 1F (128525.810000 sec): 3 clusters
  Score: Raw -405383.556281 + Penalty 2673.114431 = -402710.441851
  nChanged 304
		SP:Iteration 2F (128526.030000 sec): 3 clusters
  Score: Raw -405636.371283 + Penalty 2673.114431 = -402963.256853
  nChanged 279
		SP:Iteration 3F (128526.180000 sec): 3 clusters
  Score: Raw -405869.282875 + Penalty 2673.114431 = -403196.168445
  nChanged 234
		SP:Iteration 4F (128526.410000 sec): 3 clusters
  Score: Raw -406070.763516 + Penalty 2673.114431 = -403397.649085
  nChanged 192
		SP:Iteration 5F (128526.630000 sec): 3 clusters
  Score: Raw -406229.421221 + Penalty 2673.114431 = -403556.306790
  nChanged 154
		SP:Iteration 6Q (128526.790000 sec): 3 clusters
  Score: Raw -406338.906154 + Penalty 2673.114431 = -403665.791724
  nChanged 126
		SP:Iteration 7Q (128526.990000 sec): 3 clusters
  Score: Raw -406420.228173 + Penalty 2673.114431 = -403747.113742
  nChanged 89
		SP:Iteration 8Q (128527.170000 sec): 3 clusters
  Score: Raw -406468.302607 + Penalty 2673.114431 = -403795.188176
  nChanged 60
		SP:Iteration 9Q (128527.380000 sec): 3 clusters
  Score: Raw -406493.875018 + Penalty 2673.114431 = -403820.760588
  nChanged 49
		SP:Iteration 10Q (128527.520000 sec): 3 clusters
  Score: Raw -406516.431048 + Penalty 2673.114431 = -403843.316617
  nChanged 41
		SP:Iteration 11Q (128527.700000 sec): 3 clusters
  Score: Raw -406533.040564 + Penalty 2673.114431 = -403859.926133
  nChanged 25
		SP:Iteration 12Q (128527.840000 sec): 3 clusters
  Score: Raw -406542.319198 + Penalty 2673.114431 = -403869.204767
  nChanged 22
		SP:Iteration 13Q (128527.990000 sec): 3 clusters
  Score: Raw -406552.924614 + Penalty 2673.114431 = -403879.810184
  nChanged 25
		SP:Iteration 14Q (128528.130000 sec): 3 clusters
  Score: Raw -406562.611752 + Penalty 2673.114431 = -403889.497321
  nChanged 18
		SP:Iteration 15Q (128528.350000 sec): 3 clusters
  Score: Raw -406569.662925 + Penalty 2673.114431 = -403896.548495
  nChanged 19
		SP:Iteration 16Q (128528.510000 sec): 3 clusters
  Score: Raw -406576.601158 + Penalty 2673.114431 = -403903.486727
  nChanged 15
		SP:Iteration 17Q (128528.720000 sec): 3 clusters
  Score: Raw -406580.655743 + Penalty 2673.114431 = -403907.541313
  nChanged 10
		SP:Iteration 18Q (128528.880000 sec): 3 clusters
  Score: Raw -406583.582115 + Penalty 2673.114431 = -403910.467685
  nChanged 13
		SP:Iteration 19Q (128529.070000 sec): 3 clusters
  Score: Raw -406589.773075 + Penalty 2673.114431 = -403916.658644
  nChanged 11
		SP:Iteration 20F (128529.250000 sec): 3 clusters
  Score: Raw -406598.016748 + Penalty 2673.114431 = -403924.902318
  nChanged 20
		SP:Iteration 21Q (128529.420000 sec): 3 clusters
  Score: Raw -406615.319688 + Penalty 2673.114431 = -403942.205257
  nChanged 21
		SP:Iteration 22Q (128529.610000 sec): 3 clusters
  Score: Raw -406635.085671 + Penalty 2673.114431 = -403961.971241
  nChanged 23
		SP:Iteration 23Q (128529.810000 sec): 3 clusters
  Score: Raw -406648.988646 + Penalty 2673.114431 = -403975.874215
  nChanged 19
		SP:Iteration 24Q (128530.010000 sec): 3 clusters
  Score: Raw -406660.545450 + Penalty 2673.114431 = -403987.431019
  nChanged 16
		SP:Iteration 25Q (128530.190000 sec): 3 clusters
  Score: Raw -406669.092944 + Penalty 2673.114431 = -403995.978513
  nChanged 19
		SP:Iteration 26Q (128530.310000 sec): 3 clusters
  Score: Raw -406677.856120 + Penalty 2673.114431 = -404004.741689
  nChanged 17
		SP:Iteration 27Q (128530.490000 sec): 3 clusters
  Score: Raw -406684.499466 + Penalty 2673.114431 = -404011.385035
  nChanged 12
		SP:Iteration 28Q (128530.660000 sec): 3 clusters
  Score: Raw -406689.728621 + Penalty 2673.114431 = -404016.614190
  nChanged 16
		SP:Iteration 29Q (128530.750000 sec): 3 clusters
  Score: Raw -406695.666001 + Penalty 2673.114431 = -404022.551571
  nChanged 11
		SP:Iteration 30Q (128530.900000 sec): 3 clusters
  Score: Raw -406698.944098 + Penalty 2673.114431 = -404025.829667
  nChanged 7
		SP:Iteration 31Q (128531.020000 sec): 3 clusters
  Score: Raw -406700.701147 + Penalty 2673.114431 = -404027.586716
  nChanged 6
		SP:Iteration 32Q (128531.210000 sec): 3 clusters
  Score: Raw -406703.753956 + Penalty 2673.114431 = -404030.639526
  nChanged 8
		SP:Iteration 33Q (128531.410000 sec): 3 clusters
  Score: Raw -406706.621390 + Penalty 2673.114431 = -404033.506960
  nChanged 11
		SP:Iteration 34Q (128531.580000 sec): 3 clusters
  Score: Raw -406709.968501 + Penalty 2673.114431 = -404036.854071
  nChanged 9
		SP:Iteration 35Q (128531.770000 sec): 3 clusters
  Score: Raw -406713.445213 + Penalty 2673.114431 = -404040.330782
  nChanged 10
		SP:Iteration 36Q (128531.950000 sec): 3 clusters
  Score: Raw -406716.162188 + Penalty 2673.114431 = -404043.047758
  nChanged 7
		SP:Iteration 37Q (128532.100000 sec): 3 clusters
  Score: Raw -406717.946231 + Penalty 2673.114431 = -404044.831801
  nChanged 4
		SP:Iteration 38Q (128532.270000 sec): 3 clusters
  Score: Raw -406719.222268 + Penalty 2673.114431 = -404046.107837
  nChanged 5
		SP:Iteration 39Q (128532.470000 sec): 3 clusters
  Score: Raw -406720.912963 + Penalty 2673.114431 = -404047.798533
  nChanged 4
		SP:Iteration 40F (128532.660000 sec): 3 clusters
  Score: Raw -406722.366450 + Penalty 2673.114431 = -404049.252019
  nChanged 2
		SP:Iteration 41Q (128532.830000 sec): 3 clusters
  Score: Raw -406722.820929 + Penalty 2673.114431 = -404049.706498
  nChanged 0
		SP:Iteration 42F (128533.010000 sec): 3 clusters
  Score: Raw -406722.820929 + Penalty 2673.114431 = -404049.706498
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128533.170000 sec): 2 clusters
  Score: Raw -344047.943916 + Penalty 1306.624962 = -342741.318954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128533.320000 sec): 3 clusters
  Score: Raw -342594.727286 + Penalty 2613.249923 = -339981.477363
  nChanged 1179
		SP:Iteration 1F (128533.500000 sec): 3 clusters
  Score: Raw -343349.295894 + Penalty 2613.249923 = -340736.045970
  nChanged 280
		SP:Iteration 2F (128533.690000 sec): 3 clusters
  Score: Raw -343556.490301 + Penalty 2613.249923 = -340943.240378
  nChanged 218
		SP:Iteration 3F (128533.890000 sec): 3 clusters
  Score: Raw -343712.484459 + Penalty 2613.249923 = -341099.234536
  nChanged 152
		SP:Iteration 4Q (128534.070000 sec): 3 clusters
  Score: Raw -343816.477069 + Penalty 2613.249923 = -341203.227146
  nChanged 132
		SP:Iteration 5Q (128534.210000 sec): 3 clusters
  Score: Raw -343912.957748 + Penalty 2613.249923 = -341299.707825
  nChanged 114
		SP:Iteration 6Q (128534.380000 sec): 3 clusters
  Score: Raw -343993.244539 + Penalty 2613.249923 = -341379.994616
  nChanged 110
		SP:Iteration 7Q (128534.550000 sec): 3 clusters
  Score: Raw -344082.483249 + Penalty 2613.249923 = -341469.233326
  nChanged 113
		SP:Iteration 8Q (128534.740000 sec): 3 clusters
  Score: Raw -344159.852657 + Penalty 2613.249923 = -341546.602734
  nChanged 97
		SP:Iteration 9Q (128534.920000 sec): 3 clusters
  Score: Raw -344225.201535 + Penalty 2613.249923 = -341611.951612
  nChanged 79
		SP:Iteration 10Q (128535.080000 sec): 3 clusters
  Score: Raw -344273.080026 + Penalty 2613.249923 = -341659.830103
  nChanged 61
		SP:Iteration 11Q (128535.240000 sec): 3 clusters
  Score: Raw -344308.906958 + Penalty 2613.249923 = -341695.657035
  nChanged 67
		SP:Iteration 12Q (128535.400000 sec): 3 clusters
  Score: Raw -344346.655294 + Penalty 2613.249923 = -341733.405371
  nChanged 53
		SP:Iteration 13Q (128535.580000 sec): 3 clusters
  Score: Raw -344372.075086 + Penalty 2613.249923 = -341758.825162
  nChanged 30
		SP:Iteration 14Q (128535.770000 sec): 3 clusters
  Score: Raw -344383.244841 + Penalty 2613.249923 = -341769.994918
  nChanged 25
		SP:Iteration 15Q (128535.930000 sec): 3 clusters
  Score: Raw -344393.986373 + Penalty 2613.249923 = -341780.736450
  nChanged 18
		SP:Iteration 16Q (128536.130000 sec): 3 clusters
  Score: Raw -344401.378705 + Penalty 2613.249923 = -341788.128782
  nChanged 17
		SP:Iteration 17Q (128536.280000 sec): 3 clusters
  Score: Raw -344408.863668 + Penalty 2613.249923 = -341795.613745
  nChanged 10
		SP:Iteration 18Q (128536.450000 sec): 3 clusters
  Score: Raw -344412.724329 + Penalty 2613.249923 = -341799.474406
  nChanged 7
		SP:Iteration 19Q (128536.650000 sec): 3 clusters
  Score: Raw -344414.554961 + Penalty 2613.249923 = -341801.305038
  nChanged 7
		SP:Iteration 20F (128536.810000 sec): 3 clusters
  Score: Raw -344416.989229 + Penalty 2613.249923 = -341803.739306
  nChanged 9
		SP:Iteration 21Q (128537.000000 sec): 3 clusters
  Score: Raw -344419.931122 + Penalty 2613.249923 = -341806.681199
  nChanged 4
		SP:Iteration 22Q (128537.170000 sec): 3 clusters
  Score: Raw -344421.257588 + Penalty 2613.249923 = -341808.007665
  nChanged 4
		SP:Iteration 23Q (128537.360000 sec): 3 clusters
  Score: Raw -344422.342080 + Penalty 2613.249923 = -341809.092157
  nChanged 3
		SP:Iteration 24Q (128537.530000 sec): 3 clusters
  Score: Raw -344423.381630 + Penalty 2613.249923 = -341810.131707
  nChanged 4
		SP:Iteration 25Q (128537.740000 sec): 3 clusters
  Score: Raw -344424.742430 + Penalty 2613.249923 = -341811.492507
  nChanged 2
		SP:Iteration 26Q (128537.920000 sec): 3 clusters
  Score: Raw -344425.296457 + Penalty 2613.249923 = -341812.046534
  nChanged 1
		SP:Iteration 27Q (128538.080000 sec): 3 clusters
  Score: Raw -344425.419035 + Penalty 2613.249923 = -341812.169111
  nChanged 0
		SP:Iteration 28F (128538.240000 sec): 3 clusters
  Score: Raw -344425.419035 + Penalty 2613.249923 = -341812.169111
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128538.360000 sec): 2 clusters
  Score: Raw -370297.095602 + Penalty 1320.126318 = -368976.969285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128538.550000 sec): 3 clusters
  Score: Raw -368647.421837 + Penalty 2640.252636 = -366007.169201
  nChanged 1300
		SP:Iteration 1F (128538.710000 sec): 3 clusters
  Score: Raw -369497.990944 + Penalty 2640.252636 = -366857.738308
  nChanged 269
		SP:Iteration 2F (128538.900000 sec): 3 clusters
  Score: Raw -369694.240129 + Penalty 2640.252636 = -367053.987494
  nChanged 195
		SP:Iteration 3F (128539.080000 sec): 3 clusters
  Score: Raw -369819.807244 + Penalty 2640.252636 = -367179.554609
  nChanged 151
		SP:Iteration 4Q (128539.300000 sec): 3 clusters
  Score: Raw -369926.197855 + Penalty 2640.252636 = -367285.945220
  nChanged 117
		SP:Iteration 5Q (128539.460000 sec): 3 clusters
  Score: Raw -370005.240422 + Penalty 2640.252636 = -367364.987787
  nChanged 107
		SP:Iteration 6Q (128539.680000 sec): 3 clusters
  Score: Raw -370066.857392 + Penalty 2640.252636 = -367426.604757
  nChanged 87
		SP:Iteration 7Q (128539.870000 sec): 3 clusters
  Score: Raw -370109.955978 + Penalty 2640.252636 = -367469.703343
  nChanged 72
		SP:Iteration 8Q (128540.030000 sec): 3 clusters
  Score: Raw -370153.601351 + Penalty 2640.252636 = -367513.348716
  nChanged 54
		SP:Iteration 9Q (128540.240000 sec): 3 clusters
  Score: Raw -370189.898244 + Penalty 2640.252636 = -367549.645608
  nChanged 57
		SP:Iteration 10Q (128540.420000 sec): 3 clusters
  Score: Raw -370223.870016 + Penalty 2640.252636 = -367583.617381
  nChanged 60
		SP:Iteration 11Q (128540.600000 sec): 3 clusters
  Score: Raw -370263.205430 + Penalty 2640.252636 = -367622.952795
  nChanged 60
		SP:Iteration 12Q (128540.780000 sec): 3 clusters
  Score: Raw -370296.022860 + Penalty 2640.252636 = -367655.770224
  nChanged 44
		SP:Iteration 13Q (128540.940000 sec): 3 clusters
  Score: Raw -370315.322706 + Penalty 2640.252636 = -367675.070071
  nChanged 41
		SP:Iteration 14Q (128541.130000 sec): 3 clusters
  Score: Raw -370337.754206 + Penalty 2640.252636 = -367697.501570
  nChanged 39
		SP:Iteration 15Q (128541.340000 sec): 3 clusters
  Score: Raw -370360.695546 + Penalty 2640.252636 = -367720.442911
  nChanged 42
		SP:Iteration 16Q (128541.510000 sec): 3 clusters
  Score: Raw -370393.904155 + Penalty 2640.252636 = -367753.651520
  nChanged 68
		SP:Iteration 17Q (128541.680000 sec): 3 clusters
  Score: Raw -370435.849221 + Penalty 2640.252636 = -367795.596585
  nChanged 49
		SP:Iteration 18Q (128541.850000 sec): 3 clusters
  Score: Raw -370465.554357 + Penalty 2640.252636 = -367825.301722
  nChanged 66
		SP:Iteration 19Q (128542.000000 sec): 3 clusters
  Score: Raw -370498.221894 + Penalty 2640.252636 = -367857.969258
  nChanged 54
		SP:Iteration 20F (128542.160000 sec): 3 clusters
  Score: Raw -370530.331292 + Penalty 2640.252636 = -367890.078656
  nChanged 58
		SP:Iteration 21Q (128542.350000 sec): 3 clusters
  Score: Raw -370567.039873 + Penalty 2640.252636 = -367926.787238
  nChanged 52
		SP:Iteration 22Q (128542.480000 sec): 3 clusters
  Score: Raw -370601.027212 + Penalty 2640.252636 = -367960.774576
  nChanged 46
		SP:Iteration 23Q (128542.660000 sec): 3 clusters
  Score: Raw -370630.718131 + Penalty 2640.252636 = -367990.465495
  nChanged 43
		SP:Iteration 24Q (128542.800000 sec): 3 clusters
  Score: Raw -370657.562219 + Penalty 2640.252636 = -368017.309583
  nChanged 43
		SP:Iteration 25Q (128542.960000 sec): 3 clusters
  Score: Raw -370684.158923 + Penalty 2640.252636 = -368043.906287
  nChanged 40
		SP:Iteration 26Q (128543.140000 sec): 3 clusters
  Score: Raw -370710.238561 + Penalty 2640.252636 = -368069.985925
  nChanged 38
		SP:Iteration 27Q (128543.320000 sec): 3 clusters
  Score: Raw -370731.804404 + Penalty 2640.252636 = -368091.551768
  nChanged 31
		SP:Iteration 28Q (128543.510000 sec): 3 clusters
  Score: Raw -370749.234618 + Penalty 2640.252636 = -368108.981983
  nChanged 25
		SP:Iteration 29Q (128543.620000 sec): 3 clusters
  Score: Raw -370761.212233 + Penalty 2640.252636 = -368120.959597
  nChanged 16
		SP:Iteration 30Q (128543.820000 sec): 3 clusters
  Score: Raw -370767.633986 + Penalty 2640.252636 = -368127.381351
  nChanged 13
		SP:Iteration 31Q (128544.010000 sec): 3 clusters
  Score: Raw -370773.701634 + Penalty 2640.252636 = -368133.448999
  nChanged 12
		SP:Iteration 32Q (128544.160000 sec): 3 clusters
  Score: Raw -370778.498930 + Penalty 2640.252636 = -368138.246294
  nChanged 8
		SP:Iteration 33Q (128544.340000 sec): 3 clusters
  Score: Raw -370782.845358 + Penalty 2640.252636 = -368142.592723
  nChanged 13
		SP:Iteration 34Q (128544.530000 sec): 3 clusters
  Score: Raw -370787.111053 + Penalty 2640.252636 = -368146.858418
  nChanged 5
		SP:Iteration 35Q (128544.700000 sec): 3 clusters
  Score: Raw -370788.964215 + Penalty 2640.252636 = -368148.711579
  nChanged 5
		SP:Iteration 36Q (128544.870000 sec): 3 clusters
  Score: Raw -370790.503682 + Penalty 2640.252636 = -368150.251047
  nChanged 4
		SP:Iteration 37Q (128545.080000 sec): 3 clusters
  Score: Raw -370791.638906 + Penalty 2640.252636 = -368151.386271
  nChanged 5
		SP:Iteration 38Q (128545.280000 sec): 3 clusters
  Score: Raw -370792.987005 + Penalty 2640.252636 = -368152.734369
  nChanged 4
		SP:Iteration 39Q (128545.400000 sec): 3 clusters
  Score: Raw -370794.652809 + Penalty 2640.252636 = -368154.400173
  nChanged 6
		SP:Iteration 40F (128545.560000 sec): 3 clusters
  Score: Raw -370796.303541 + Penalty 2640.252636 = -368156.050905
  nChanged 7
		SP:Iteration 41Q (128545.700000 sec): 3 clusters
  Score: Raw -370799.516971 + Penalty 2640.252636 = -368159.264336
  nChanged 13
		SP:Iteration 42Q (128545.860000 sec): 3 clusters
  Score: Raw -370804.791759 + Penalty 2640.252636 = -368164.539124
  nChanged 16
		SP:Iteration 43Q (128546.060000 sec): 3 clusters
  Score: Raw -370810.529624 + Penalty 2640.252636 = -368170.276988
  nChanged 12
		SP:Iteration 44Q (128546.220000 sec): 3 clusters
  Score: Raw -370814.132083 + Penalty 2640.252636 = -368173.879448
  nChanged 10
		SP:Iteration 45Q (128546.400000 sec): 3 clusters
  Score: Raw -370818.749720 + Penalty 2640.252636 = -368178.497085
  nChanged 10
		SP:Iteration 46Q (128546.600000 sec): 3 clusters
  Score: Raw -370822.037466 + Penalty 2640.252636 = -368181.784830
  nChanged 5
		SP:Iteration 47Q (128546.790000 sec): 3 clusters
  Score: Raw -370825.677260 + Penalty 2640.252636 = -368185.424624
  nChanged 6
		SP:Iteration 48Q (128546.960000 sec): 3 clusters
  Score: Raw -370827.979717 + Penalty 2640.252636 = -368187.727081
  nChanged 3
		SP:Iteration 49Q (128547.110000 sec): 3 clusters
  Score: Raw -370828.654885 + Penalty 2640.252636 = -368188.402250
  nChanged 3
		SP:Iteration 50Q (128547.310000 sec): 3 clusters
  Score: Raw -370829.761420 + Penalty 2640.252636 = -368189.508784
  nChanged 2
		SP:Iteration 51Q (128547.470000 sec): 3 clusters
  Score: Raw -370830.313337 + Penalty 2640.252636 = -368190.060702
  nChanged 3
		SP:Iteration 52Q (128547.630000 sec): 3 clusters
  Score: Raw -370830.789460 + Penalty 2640.252636 = -368190.536824
  nChanged 0
		SP:Iteration 53F (128547.820000 sec): 3 clusters
  Score: Raw -370830.789460 + Penalty 2640.252636 = -368190.536824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128547.970000 sec): 2 clusters
  Score: Raw -656673.541895 + Penalty 1425.498818 = -655248.043077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128548.160000 sec): 3 clusters
  Score: Raw -653217.031481 + Penalty 2850.997636 = -650366.033845
  nChanged 2704
		SP:Iteration 1F (128548.350000 sec): 3 clusters
  Score: Raw -654720.966354 + Penalty 2850.997636 = -651869.968718
  nChanged 437
		SP:Iteration 2F (128548.550000 sec): 3 clusters
  Score: Raw -654986.954215 + Penalty 2850.997636 = -652135.956579
  nChanged 379
		SP:Iteration 3F (128548.730000 sec): 3 clusters
  Score: Raw -655231.333130 + Penalty 2850.997636 = -652380.335494
  nChanged 355
		SP:Iteration 4F (128548.940000 sec): 3 clusters
  Score: Raw -655450.046312 + Penalty 2850.997636 = -652599.048676
  nChanged 313
		SP:Iteration 5Q (128549.080000 sec): 3 clusters
  Score: Raw -655636.353502 + Penalty 2850.997636 = -652785.355867
  nChanged 262
		SP:Iteration 6Q (128549.290000 sec): 3 clusters
  Score: Raw -655769.216887 + Penalty 2850.997636 = -652918.219251
  nChanged 236
		SP:Iteration 7Q (128549.480000 sec): 3 clusters
  Score: Raw -655877.780593 + Penalty 2850.997636 = -653026.782957
  nChanged 214
		SP:Iteration 8Q (128549.670000 sec): 3 clusters
  Score: Raw -655967.686579 + Penalty 2850.997636 = -653116.688943
  nChanged 182
		SP:Iteration 9Q (128549.870000 sec): 3 clusters
  Score: Raw -656044.735123 + Penalty 2850.997636 = -653193.737488
  nChanged 171
		SP:Iteration 10Q (128550.090000 sec): 3 clusters
  Score: Raw -656114.381383 + Penalty 2850.997636 = -653263.383747
  nChanged 178
		SP:Iteration 11Q (128550.280000 sec): 3 clusters
  Score: Raw -656182.299846 + Penalty 2850.997636 = -653331.302210
  nChanged 143
		SP:Iteration 12Q (128550.460000 sec): 3 clusters
  Score: Raw -656237.478251 + Penalty 2850.997636 = -653386.480615
  nChanged 128
		SP:Iteration 13Q (128550.600000 sec): 3 clusters
  Score: Raw -656283.625186 + Penalty 2850.997636 = -653432.627550
  nChanged 107
		SP:Iteration 14Q (128550.770000 sec): 3 clusters
  Score: Raw -656326.126822 + Penalty 2850.997636 = -653475.129187
  nChanged 115
		SP:Iteration 15Q (128550.940000 sec): 3 clusters
  Score: Raw -656378.629748 + Penalty 2850.997636 = -653527.632112
  nChanged 118
		SP:Iteration 16Q (128551.150000 sec): 3 clusters
  Score: Raw -656431.256342 + Penalty 2850.997636 = -653580.258707
  nChanged 125
		SP:Iteration 17Q (128551.350000 sec): 3 clusters
  Score: Raw -656490.802195 + Penalty 2850.997636 = -653639.804559
  nChanged 117
		SP:Iteration 18Q (128551.520000 sec): 3 clusters
  Score: Raw -656540.945357 + Penalty 2850.997636 = -653689.947721
  nChanged 118
		SP:Iteration 19Q (128551.640000 sec): 3 clusters
  Score: Raw -656586.283731 + Penalty 2850.997636 = -653735.286095
  nChanged 100
		SP:Iteration 20F (128551.840000 sec): 3 clusters
  Score: Raw -656628.621289 + Penalty 2850.997636 = -653777.623653
  nChanged 115
		SP:Iteration 21Q (128552.000000 sec): 3 clusters
  Score: Raw -656679.397097 + Penalty 2850.997636 = -653828.399461
  nChanged 115
		SP:Iteration 22Q (128552.220000 sec): 3 clusters
  Score: Raw -656729.538093 + Penalty 2850.997636 = -653878.540458
  nChanged 107
		SP:Iteration 23Q (128552.430000 sec): 3 clusters
  Score: Raw -656779.394965 + Penalty 2850.997636 = -653928.397329
  nChanged 105
		SP:Iteration 24Q (128552.640000 sec): 3 clusters
  Score: Raw -656826.222408 + Penalty 2850.997636 = -653975.224772
  nChanged 89
		SP:Iteration 25Q (128552.820000 sec): 3 clusters
  Score: Raw -656868.076328 + Penalty 2850.997636 = -654017.078693
  nChanged 75
		SP:Iteration 26Q (128553.000000 sec): 3 clusters
  Score: Raw -656897.846870 + Penalty 2850.997636 = -654046.849235
  nChanged 69
		SP:Iteration 27Q (128553.220000 sec): 3 clusters
  Score: Raw -656926.151855 + Penalty 2850.997636 = -654075.154219
  nChanged 74
		SP:Iteration 28Q (128553.440000 sec): 3 clusters
  Score: Raw -656958.763158 + Penalty 2850.997636 = -654107.765522
  nChanged 79
		SP:Iteration 29Q (128553.620000 sec): 3 clusters
  Score: Raw -656992.288693 + Penalty 2850.997636 = -654141.291057
  nChanged 67
		SP:Iteration 30Q (128553.790000 sec): 3 clusters
  Score: Raw -657021.500887 + Penalty 2850.997636 = -654170.503251
  nChanged 50
		SP:Iteration 31Q (128554.040000 sec): 3 clusters
  Score: Raw -657041.703269 + Penalty 2850.997636 = -654190.705633
  nChanged 41
		SP:Iteration 32Q (128554.220000 sec): 3 clusters
  Score: Raw -657054.751749 + Penalty 2850.997636 = -654203.754113
  nChanged 37
		SP:Iteration 33Q (128554.440000 sec): 3 clusters
  Score: Raw -657066.286469 + Penalty 2850.997636 = -654215.288833
  nChanged 30
		SP:Iteration 34Q (128554.540000 sec): 3 clusters
  Score: Raw -657078.335053 + Penalty 2850.997636 = -654227.337417
  nChanged 22
		SP:Iteration 35Q (128554.670000 sec): 3 clusters
  Score: Raw -657085.444124 + Penalty 2850.997636 = -654234.446488
  nChanged 18
		SP:Iteration 36Q (128554.840000 sec): 3 clusters
  Score: Raw -657090.527653 + Penalty 2850.997636 = -654239.530017
  nChanged 16
		SP:Iteration 37Q (128555.090000 sec): 3 clusters
  Score: Raw -657098.081974 + Penalty 2850.997636 = -654247.084338
  nChanged 19
		SP:Iteration 38Q (128555.270000 sec): 3 clusters
  Score: Raw -657104.949001 + Penalty 2850.997636 = -654253.951366
  nChanged 18
		SP:Iteration 39Q (128555.390000 sec): 3 clusters
  Score: Raw -657109.157772 + Penalty 2850.997636 = -654258.160136
  nChanged 14
		SP:Iteration 40F (128555.580000 sec): 3 clusters
  Score: Raw -657111.752045 + Penalty 2850.997636 = -654260.754409
  nChanged 13
		SP:Iteration 41Q (128555.740000 sec): 3 clusters
  Score: Raw -657114.120279 + Penalty 2850.997636 = -654263.122643
  nChanged 9
		SP:Iteration 42Q (128555.930000 sec): 3 clusters
  Score: Raw -657115.621741 + Penalty 2850.997636 = -654264.624105
  nChanged 7
		SP:Iteration 43Q (128556.110000 sec): 3 clusters
  Score: Raw -657116.538098 + Penalty 2850.997636 = -654265.540463
  nChanged 4
		SP:Iteration 44Q (128556.250000 sec): 3 clusters
  Score: Raw -657116.895523 + Penalty 2850.997636 = -654265.897887
  nChanged 0
		SP:Iteration 45F (128556.420000 sec): 3 clusters
  Score: Raw -657116.895523 + Penalty 2850.997636 = -654265.897887
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128556.500000 sec): 2 clusters
  Score: Raw -834623.185995 + Penalty 1463.178737 = -833160.007258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128556.680000 sec): 3 clusters
  Score: Raw -830154.323238 + Penalty 2926.357473 = -827227.965765
  nChanged 3432
		SP:Iteration 1F (128556.910000 sec): 3 clusters
  Score: Raw -832037.660531 + Penalty 2926.357473 = -829111.303058
  nChanged 598
		SP:Iteration 2F (128557.120000 sec): 3 clusters
  Score: Raw -832348.891735 + Penalty 2926.357473 = -829422.534262
  nChanged 510
		SP:Iteration 3F (128557.340000 sec): 3 clusters
  Score: Raw -832589.240636 + Penalty 2926.357473 = -829662.883162
  nChanged 388
		SP:Iteration 4Q (128557.550000 sec): 3 clusters
  Score: Raw -832799.688209 + Penalty 2926.357473 = -829873.330736
  nChanged 381
		SP:Iteration 5Q (128557.740000 sec): 3 clusters
  Score: Raw -833016.251625 + Penalty 2926.357473 = -830089.894152
  nChanged 358
		SP:Iteration 6Q (128557.950000 sec): 3 clusters
  Score: Raw -833221.610500 + Penalty 2926.357473 = -830295.253027
  nChanged 343
		SP:Iteration 7Q (128558.130000 sec): 3 clusters
  Score: Raw -833412.220859 + Penalty 2926.357473 = -830485.863385
  nChanged 316
		SP:Iteration 8Q (128558.360000 sec): 3 clusters
  Score: Raw -833599.395299 + Penalty 2926.357473 = -830673.037826
  nChanged 294
		SP:Iteration 9Q (128558.590000 sec): 3 clusters
  Score: Raw -833771.784025 + Penalty 2926.357473 = -830845.426552
  nChanged 260
		SP:Iteration 10Q (128558.770000 sec): 3 clusters
  Score: Raw -833919.081107 + Penalty 2926.357473 = -830992.723634
  nChanged 227
		SP:Iteration 11Q (128558.950000 sec): 3 clusters
  Score: Raw -834048.071800 + Penalty 2926.357473 = -831121.714327
  nChanged 216
		SP:Iteration 12Q (128559.150000 sec): 3 clusters
  Score: Raw -834160.846017 + Penalty 2926.357473 = -831234.488544
  nChanged 193
		SP:Iteration 13Q (128559.390000 sec): 3 clusters
  Score: Raw -834265.953478 + Penalty 2926.357473 = -831339.596005
  nChanged 169
		SP:Iteration 14Q (128559.610000 sec): 3 clusters
  Score: Raw -834364.145539 + Penalty 2926.357473 = -831437.788065
  nChanged 154
		SP:Iteration 15Q (128559.790000 sec): 3 clusters
  Score: Raw -834451.832568 + Penalty 2926.357473 = -831525.475094
  nChanged 144
		SP:Iteration 16Q (128559.990000 sec): 3 clusters
  Score: Raw -834530.398015 + Penalty 2926.357473 = -831604.040542
  nChanged 118
		SP:Iteration 17Q (128560.210000 sec): 3 clusters
  Score: Raw -834592.525900 + Penalty 2926.357473 = -831666.168427
  nChanged 110
		SP:Iteration 18Q (128560.440000 sec): 3 clusters
  Score: Raw -834646.729071 + Penalty 2926.357473 = -831720.371597
  nChanged 92
		SP:Iteration 19Q (128560.650000 sec): 3 clusters
  Score: Raw -834687.920032 + Penalty 2926.357473 = -831761.562559
  nChanged 78
		SP:Iteration 20F (128560.810000 sec): 3 clusters
  Score: Raw -834719.741055 + Penalty 2926.357473 = -831793.383582
  nChanged 61
		SP:Iteration 21Q (128561.070000 sec): 3 clusters
  Score: Raw -834743.346826 + Penalty 2926.357473 = -831816.989353
  nChanged 38
		SP:Iteration 22Q (128561.250000 sec): 3 clusters
  Score: Raw -834760.933745 + Penalty 2926.357473 = -831834.576272
  nChanged 38
		SP:Iteration 23Q (128561.480000 sec): 3 clusters
  Score: Raw -834775.781161 + Penalty 2926.357473 = -831849.423688
  nChanged 29
		SP:Iteration 24Q (128561.670000 sec): 3 clusters
  Score: Raw -834790.908575 + Penalty 2926.357473 = -831864.551102
  nChanged 34
		SP:Iteration 25Q (128561.920000 sec): 3 clusters
  Score: Raw -834807.329951 + Penalty 2926.357473 = -831880.972478
  nChanged 27
		SP:Iteration 26Q (128562.110000 sec): 3 clusters
  Score: Raw -834821.846526 + Penalty 2926.357473 = -831895.489052
  nChanged 29
		SP:Iteration 27Q (128562.320000 sec): 3 clusters
  Score: Raw -834835.961554 + Penalty 2926.357473 = -831909.604081
  nChanged 34
		SP:Iteration 28Q (128562.540000 sec): 3 clusters
  Score: Raw -834853.739767 + Penalty 2926.357473 = -831927.382294
  nChanged 28
		SP:Iteration 29Q (128562.670000 sec): 3 clusters
  Score: Raw -834868.515669 + Penalty 2926.357473 = -831942.158196
  nChanged 29
		SP:Iteration 30Q (128562.880000 sec): 3 clusters
  Score: Raw -834884.146108 + Penalty 2926.357473 = -831957.788635
  nChanged 23
		SP:Iteration 31Q (128563.060000 sec): 3 clusters
  Score: Raw -834899.634923 + Penalty 2926.357473 = -831973.277450
  nChanged 30
		SP:Iteration 32Q (128563.280000 sec): 3 clusters
  Score: Raw -834916.996088 + Penalty 2926.357473 = -831990.638615
  nChanged 30
		SP:Iteration 33Q (128563.520000 sec): 3 clusters
  Score: Raw -834937.086791 + Penalty 2926.357473 = -832010.729318
  nChanged 26
		SP:Iteration 34Q (128563.760000 sec): 3 clusters
  Score: Raw -834952.898019 + Penalty 2926.357473 = -832026.540546
  nChanged 31
		SP:Iteration 35Q (128563.870000 sec): 3 clusters
  Score: Raw -834975.789436 + Penalty 2926.357473 = -832049.431963
  nChanged 26
		SP:Iteration 36Q (128564.070000 sec): 3 clusters
  Score: Raw -834994.583955 + Penalty 2926.357473 = -832068.226482
  nChanged 31
		SP:Iteration 37Q (128564.230000 sec): 3 clusters
  Score: Raw -835013.354597 + Penalty 2926.357473 = -832086.997124
  nChanged 21
		SP:Iteration 38Q (128564.460000 sec): 3 clusters
  Score: Raw -835022.625032 + Penalty 2926.357473 = -832096.267559
  nChanged 11
		SP:Iteration 39Q (128564.690000 sec): 3 clusters
  Score: Raw -835027.631671 + Penalty 2926.357473 = -832101.274198
  nChanged 9
		SP:Iteration 40F (128564.860000 sec): 3 clusters
  Score: Raw -835032.658223 + Penalty 2926.357473 = -832106.300750
  nChanged 6
		SP:Iteration 41Q (128565.060000 sec): 3 clusters
  Score: Raw -835036.044115 + Penalty 2926.357473 = -832109.686642
  nChanged 4
		SP:Iteration 42Q (128565.200000 sec): 3 clusters
  Score: Raw -835037.979420 + Penalty 2926.357473 = -832111.621947
  nChanged 3
		SP:Iteration 43Q (128565.430000 sec): 3 clusters
  Score: Raw -835038.571860 + Penalty 2926.357473 = -832112.214387
  nChanged 1
		SP:Iteration 44Q (128565.600000 sec): 3 clusters
  Score: Raw -835039.414027 + Penalty 2926.357473 = -832113.056554
  nChanged 1
		SP:Iteration 45Q (128565.810000 sec): 3 clusters
  Score: Raw -835039.886335 + Penalty 2926.357473 = -832113.528862
  nChanged 2
		SP:Iteration 46Q (128566.000000 sec): 3 clusters
  Score: Raw -835040.306617 + Penalty 2926.357473 = -832113.949144
  nChanged 2
		SP:Iteration 47Q (128566.230000 sec): 3 clusters
  Score: Raw -835040.702608 + Penalty 2926.357473 = -832114.345135
  nChanged 3
		SP:Iteration 48Q (128566.400000 sec): 3 clusters
  Score: Raw -835043.856004 + Penalty 2926.357473 = -832117.498530
  nChanged 6
		SP:Iteration 49Q (128566.620000 sec): 3 clusters
  Score: Raw -835047.633064 + Penalty 2926.357473 = -832121.275591
  nChanged 7
		SP:Iteration 50Q (128566.840000 sec): 3 clusters
  Score: Raw -835052.183044 + Penalty 2926.357473 = -832125.825571
  nChanged 9
		SP:Iteration 51Q (128567.010000 sec): 3 clusters
  Score: Raw -835058.278852 + Penalty 2926.357473 = -832131.921378
  nChanged 8
		SP:Iteration 52Q (128567.240000 sec): 3 clusters
  Score: Raw -835064.068003 + Penalty 2926.357473 = -832137.710530
  nChanged 6
		SP:Iteration 53Q (128567.440000 sec): 3 clusters
  Score: Raw -835066.448543 + Penalty 2926.357473 = -832140.091070
  nChanged 2
		SP:Iteration 54Q (128567.630000 sec): 3 clusters
  Score: Raw -835066.808576 + Penalty 2926.357473 = -832140.451102
  nChanged 0
		SP:Iteration 55F (128567.860000 sec): 3 clusters
  Score: Raw -835066.808576 + Penalty 2926.357473 = -832140.451102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128567.950000 sec): 2 clusters
  Score: Raw -856883.014588 + Penalty 1451.527449 = -855431.487139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128568.180000 sec): 3 clusters
  Score: Raw -852765.321987 + Penalty 2903.054898 = -849862.267089
  nChanged 3193
		SP:Iteration 1F (128568.380000 sec): 3 clusters
  Score: Raw -854483.159178 + Penalty 2903.054898 = -851580.104281
  nChanged 529
		SP:Iteration 2F (128568.600000 sec): 3 clusters
  Score: Raw -854794.149645 + Penalty 2903.054898 = -851891.094747
  nChanged 514
		SP:Iteration 3F (128568.790000 sec): 3 clusters
  Score: Raw -855133.661048 + Penalty 2903.054898 = -852230.606150
  nChanged 495
		SP:Iteration 4F (128568.960000 sec): 3 clusters
  Score: Raw -855471.404012 + Penalty 2903.054898 = -852568.349114
  nChanged 463
		SP:Iteration 5F (128569.150000 sec): 3 clusters
  Score: Raw -855775.951751 + Penalty 2903.054898 = -852872.896853
  nChanged 406
		SP:Iteration 6F (128569.360000 sec): 3 clusters
  Score: Raw -856037.262919 + Penalty 2903.054898 = -853134.208021
  nChanged 326
		SP:Iteration 7Q (128569.480000 sec): 3 clusters
  Score: Raw -856229.099659 + Penalty 2903.054898 = -853326.044761
  nChanged 259
		SP:Iteration 8Q (128569.660000 sec): 3 clusters
  Score: Raw -856370.636456 + Penalty 2903.054898 = -853467.581559
  nChanged 234
		SP:Iteration 9Q (128569.880000 sec): 3 clusters
  Score: Raw -856475.653528 + Penalty 2903.054898 = -853572.598630
  nChanged 176
		SP:Iteration 10Q (128570.010000 sec): 3 clusters
  Score: Raw -856546.202077 + Penalty 2903.054898 = -853643.147179
  nChanged 111
		SP:Iteration 11Q (128570.180000 sec): 3 clusters
  Score: Raw -856585.064676 + Penalty 2903.054898 = -853682.009778
  nChanged 105
		SP:Iteration 12Q (128570.370000 sec): 3 clusters
  Score: Raw -856618.393304 + Penalty 2903.054898 = -853715.338406
  nChanged 93
		SP:Iteration 13Q (128570.550000 sec): 3 clusters
  Score: Raw -856644.501247 + Penalty 2903.054898 = -853741.446349
  nChanged 75
		SP:Iteration 14Q (128570.690000 sec): 3 clusters
  Score: Raw -856662.034151 + Penalty 2903.054898 = -853758.979253
  nChanged 62
		SP:Iteration 15Q (128570.910000 sec): 3 clusters
  Score: Raw -856676.203824 + Penalty 2903.054898 = -853773.148926
  nChanged 59
		SP:Iteration 16Q (128571.050000 sec): 3 clusters
  Score: Raw -856689.820946 + Penalty 2903.054898 = -853786.766049
  nChanged 48
		SP:Iteration 17Q (128571.190000 sec): 3 clusters
  Score: Raw -856700.613592 + Penalty 2903.054898 = -853797.558695
  nChanged 41
		SP:Iteration 18Q (128571.410000 sec): 3 clusters
  Score: Raw -856710.108946 + Penalty 2903.054898 = -853807.054048
  nChanged 51
		SP:Iteration 19Q (128571.610000 sec): 3 clusters
  Score: Raw -856723.346918 + Penalty 2903.054898 = -853820.292020
  nChanged 58
		SP:Iteration 20F (128571.810000 sec): 3 clusters
  Score: Raw -856737.251074 + Penalty 2903.054898 = -853834.196176
  nChanged 57
		SP:Iteration 21Q (128571.980000 sec): 3 clusters
  Score: Raw -856748.900211 + Penalty 2903.054898 = -853845.845313
  nChanged 47
		SP:Iteration 22Q (128572.140000 sec): 3 clusters
  Score: Raw -856758.198505 + Penalty 2903.054898 = -853855.143607
  nChanged 43
		SP:Iteration 23Q (128572.340000 sec): 3 clusters
  Score: Raw -856766.993127 + Penalty 2903.054898 = -853863.938230
  nChanged 46
		SP:Iteration 24Q (128572.510000 sec): 3 clusters
  Score: Raw -856775.332273 + Penalty 2903.054898 = -853872.277376
  nChanged 44
		SP:Iteration 25Q (128572.700000 sec): 3 clusters
  Score: Raw -856781.776698 + Penalty 2903.054898 = -853878.721800
  nChanged 31
		SP:Iteration 26Q (128572.870000 sec): 3 clusters
  Score: Raw -856786.555201 + Penalty 2903.054898 = -853883.500304
  nChanged 26
		SP:Iteration 27Q (128573.070000 sec): 3 clusters
  Score: Raw -856791.936416 + Penalty 2903.054898 = -853888.881518
  nChanged 41
		SP:Iteration 28Q (128573.340000 sec): 3 clusters
  Score: Raw -856800.903766 + Penalty 2903.054898 = -853897.848868
  nChanged 46
		SP:Iteration 29Q (128573.490000 sec): 3 clusters
  Score: Raw -856809.387455 + Penalty 2903.054898 = -853906.332557
  nChanged 36
		SP:Iteration 30Q (128573.700000 sec): 3 clusters
  Score: Raw -856815.425783 + Penalty 2903.054898 = -853912.370885
  nChanged 43
		SP:Iteration 31Q (128573.950000 sec): 3 clusters
  Score: Raw -856822.964286 + Penalty 2903.054898 = -853919.909388
  nChanged 38
		SP:Iteration 32Q (128574.130000 sec): 3 clusters
  Score: Raw -856831.251245 + Penalty 2903.054898 = -853928.196347
  nChanged 34
		SP:Iteration 33Q (128574.380000 sec): 3 clusters
  Score: Raw -856837.470780 + Penalty 2903.054898 = -853934.415882
  nChanged 37
		SP:Iteration 34Q (128574.590000 sec): 3 clusters
  Score: Raw -856844.785111 + Penalty 2903.054898 = -853941.730213
  nChanged 31
		SP:Iteration 35Q (128574.780000 sec): 3 clusters
  Score: Raw -856851.563517 + Penalty 2903.054898 = -853948.508619
  nChanged 35
		SP:Iteration 36Q (128574.980000 sec): 3 clusters
  Score: Raw -856859.110471 + Penalty 2903.054898 = -853956.055573
  nChanged 37
		SP:Iteration 37Q (128575.170000 sec): 3 clusters
  Score: Raw -856867.065822 + Penalty 2903.054898 = -853964.010924
  nChanged 37
		SP:Iteration 38Q (128575.420000 sec): 3 clusters
  Score: Raw -856874.885052 + Penalty 2903.054898 = -853971.830155
  nChanged 39
		SP:Iteration 39Q (128575.630000 sec): 3 clusters
  Score: Raw -856883.232066 + Penalty 2903.054898 = -853980.177168
  nChanged 46
		SP:Iteration 40F (128575.830000 sec): 3 clusters
  Score: Raw -856892.322238 + Penalty 2903.054898 = -853989.267340
  nChanged 39
		SP:Iteration 41Q (128576.000000 sec): 3 clusters
  Score: Raw -856900.003004 + Penalty 2903.054898 = -853996.948106
  nChanged 45
		SP:Iteration 42Q (128576.230000 sec): 3 clusters
  Score: Raw -856910.231751 + Penalty 2903.054898 = -854007.176853
  nChanged 51
		SP:Iteration 43Q (128576.430000 sec): 3 clusters
  Score: Raw -856922.099673 + Penalty 2903.054898 = -854019.044775
  nChanged 49
		SP:Iteration 44Q (128576.590000 sec): 3 clusters
  Score: Raw -856932.960242 + Penalty 2903.054898 = -854029.905344
  nChanged 47
		SP:Iteration 45Q (128576.790000 sec): 3 clusters
  Score: Raw -856944.185487 + Penalty 2903.054898 = -854041.130589
  nChanged 60
		SP:Iteration 46Q (128577.020000 sec): 3 clusters
  Score: Raw -856958.183183 + Penalty 2903.054898 = -854055.128285
  nChanged 45
		SP:Iteration 47Q (128577.200000 sec): 3 clusters
  Score: Raw -856967.895059 + Penalty 2903.054898 = -854064.840162
  nChanged 46
		SP:Iteration 48Q (128577.400000 sec): 3 clusters
  Score: Raw -856976.946830 + Penalty 2903.054898 = -854073.891932
  nChanged 39
		SP:Iteration 49Q (128577.600000 sec): 3 clusters
  Score: Raw -856985.797467 + Penalty 2903.054898 = -854082.742569
  nChanged 42
		SP:Iteration 50Q (128577.800000 sec): 3 clusters
  Score: Raw -856995.976999 + Penalty 2903.054898 = -854092.922101
  nChanged 35
		SP:Iteration 51Q (128578.020000 sec): 3 clusters
  Score: Raw -857005.344925 + Penalty 2903.054898 = -854102.290028
  nChanged 43
		SP:Iteration 52Q (128578.210000 sec): 3 clusters
  Score: Raw -857017.177014 + Penalty 2903.054898 = -854114.122116
  nChanged 46
		SP:Iteration 53Q (128578.400000 sec): 3 clusters
  Score: Raw -857027.989246 + Penalty 2903.054898 = -854124.934348
  nChanged 44
		SP:Iteration 54Q (128578.660000 sec): 3 clusters
  Score: Raw -857038.748650 + Penalty 2903.054898 = -854135.693752
  nChanged 42
		SP:Iteration 55Q (128578.890000 sec): 3 clusters
  Score: Raw -857047.740159 + Penalty 2903.054898 = -854144.685261
  nChanged 28
		SP:Iteration 56Q (128579.050000 sec): 3 clusters
  Score: Raw -857053.650081 + Penalty 2903.054898 = -854150.595183
  nChanged 28
		SP:Iteration 57Q (128579.260000 sec): 3 clusters
  Score: Raw -857059.935011 + Penalty 2903.054898 = -854156.880114
  nChanged 38
		SP:Iteration 58Q (128579.470000 sec): 3 clusters
  Score: Raw -857068.322192 + Penalty 2903.054898 = -854165.267295
  nChanged 37
		SP:Iteration 59Q (128579.680000 sec): 3 clusters
  Score: Raw -857076.359455 + Penalty 2903.054898 = -854173.304557
  nChanged 27
		SP:Iteration 60F (128579.890000 sec): 3 clusters
  Score: Raw -857081.515383 + Penalty 2903.054898 = -854178.460486
  nChanged 27
		SP:Iteration 61Q (128580.110000 sec): 3 clusters
  Score: Raw -857087.036556 + Penalty 2903.054898 = -854183.981658
  nChanged 26
		SP:Iteration 62Q (128580.310000 sec): 3 clusters
  Score: Raw -857092.789524 + Penalty 2903.054898 = -854189.734626
  nChanged 23
		SP:Iteration 63Q (128580.530000 sec): 3 clusters
  Score: Raw -857097.007649 + Penalty 2903.054898 = -854193.952751
  nChanged 15
		SP:Iteration 64Q (128580.750000 sec): 3 clusters
  Score: Raw -857100.482454 + Penalty 2903.054898 = -854197.427556
  nChanged 17
		SP:Iteration 65Q (128580.970000 sec): 3 clusters
  Score: Raw -857104.436720 + Penalty 2903.054898 = -854201.381823
  nChanged 21
		SP:Iteration 66Q (128581.160000 sec): 3 clusters
  Score: Raw -857110.087894 + Penalty 2903.054898 = -854207.032996
  nChanged 16
		SP:Iteration 67Q (128581.350000 sec): 3 clusters
  Score: Raw -857112.969921 + Penalty 2903.054898 = -854209.915023
  nChanged 15
		SP:Iteration 68Q (128581.490000 sec): 3 clusters
  Score: Raw -857115.799971 + Penalty 2903.054898 = -854212.745073
  nChanged 15
		SP:Iteration 69Q (128581.730000 sec): 3 clusters
  Score: Raw -857118.708183 + Penalty 2903.054898 = -854215.653285
  nChanged 11
		SP:Iteration 70Q (128581.880000 sec): 3 clusters
  Score: Raw -857120.871115 + Penalty 2903.054898 = -854217.816217
  nChanged 8
		SP:Iteration 71Q (128582.100000 sec): 3 clusters
  Score: Raw -857122.162440 + Penalty 2903.054898 = -854219.107543
  nChanged 6
		SP:Iteration 72Q (128582.290000 sec): 3 clusters
  Score: Raw -857122.847295 + Penalty 2903.054898 = -854219.792398
  nChanged 3
		SP:Iteration 73Q (128582.450000 sec): 3 clusters
  Score: Raw -857123.269227 + Penalty 2903.054898 = -854220.214329
  nChanged 4
		SP:Iteration 74Q (128582.630000 sec): 3 clusters
  Score: Raw -857124.084487 + Penalty 2903.054898 = -854221.029589
  nChanged 7
		SP:Iteration 75Q (128582.810000 sec): 3 clusters
  Score: Raw -857125.556318 + Penalty 2903.054898 = -854222.501421
  nChanged 8
		SP:Iteration 76Q (128583.030000 sec): 3 clusters
  Score: Raw -857126.788081 + Penalty 2903.054898 = -854223.733183
  nChanged 8
		SP:Iteration 77Q (128583.260000 sec): 3 clusters
  Score: Raw -857127.994611 + Penalty 2903.054898 = -854224.939713
  nChanged 6
		SP:Iteration 78Q (128583.460000 sec): 3 clusters
  Score: Raw -857128.865315 + Penalty 2903.054898 = -854225.810417
  nChanged 3
		SP:Iteration 79Q (128583.660000 sec): 3 clusters
  Score: Raw -857129.352794 + Penalty 2903.054898 = -854226.297896
  nChanged 1
		SP:Iteration 80F (128583.830000 sec): 3 clusters
  Score: Raw -857129.502520 + Penalty 2903.054898 = -854226.447622
  nChanged 2
		SP:Iteration 81Q (128584.100000 sec): 3 clusters
  Score: Raw -857129.829697 + Penalty 2903.054898 = -854226.774799
  nChanged 2
		SP:Iteration 82Q (128584.320000 sec): 3 clusters
  Score: Raw -857130.264788 + Penalty 2903.054898 = -854227.209891
  nChanged 2
		SP:Iteration 83Q (128584.520000 sec): 3 clusters
  Score: Raw -857130.640672 + Penalty 2903.054898 = -854227.585775
  nChanged 3
		SP:Iteration 84Q (128584.730000 sec): 3 clusters
  Score: Raw -857131.285067 + Penalty 2903.054898 = -854228.230169
  nChanged 2
		SP:Iteration 85Q (128584.970000 sec): 3 clusters
  Score: Raw -857131.563663 + Penalty 2903.054898 = -854228.508765
  nChanged 3
		SP:Iteration 86Q (128585.130000 sec): 3 clusters
  Score: Raw -857131.866998 + Penalty 2903.054898 = -854228.812100
  nChanged 3
		SP:Iteration 87Q (128585.340000 sec): 3 clusters
  Score: Raw -857132.279553 + Penalty 2903.054898 = -854229.224655
  nChanged 3
		SP:Iteration 88Q (128585.580000 sec): 3 clusters
  Score: Raw -857132.611436 + Penalty 2903.054898 = -854229.556538
  nChanged 1
		SP:Iteration 89Q (128585.760000 sec): 3 clusters
  Score: Raw -857132.797733 + Penalty 2903.054898 = -854229.742835
  nChanged 1
		SP:Iteration 90Q (128585.950000 sec): 3 clusters
  Score: Raw -857132.922868 + Penalty 2903.054898 = -854229.867970
  nChanged 0
		SP:Iteration 91F (128586.180000 sec): 3 clusters
  Score: Raw -857132.922868 + Penalty 2903.054898 = -854229.867970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128586.260000 sec): 2 clusters
  Score: Raw -16732.672268 + Penalty 851.783890 = -15880.888378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128586.440000 sec): 3 clusters
  Score: Raw -16945.155603 + Penalty 1703.567780 = -15241.587823
  nChanged 31
		SP:Iteration 1F (128586.600000 sec): 3 clusters
  Score: Raw -17028.302730 + Penalty 1703.567780 = -15324.734951
  nChanged 5
		SP:Iteration 2Q (128586.780000 sec): 3 clusters
  Score: Raw -17051.727805 + Penalty 1703.567780 = -15348.160025
  nChanged 1
		SP:Iteration 3Q (128586.930000 sec): 3 clusters
  Score: Raw -17053.099071 + Penalty 1703.567780 = -15349.531291
  nChanged 0
		SP:Iteration 4F (128587.130000 sec): 3 clusters
  Score: Raw -17053.099071 + Penalty 1703.567780 = -15349.531291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (5884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128587.250000 sec): 2 clusters
  Score: Raw -621165.230284 + Penalty 1410.498713 = -619754.731571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128587.460000 sec): 3 clusters
  Score: Raw -618198.414894 + Penalty 2820.997427 = -615377.417467
  nChanged 2327
		SP:Iteration 1F (128587.650000 sec): 3 clusters
  Score: Raw -619578.651399 + Penalty 2820.997427 = -616757.653972
  nChanged 486
		SP:Iteration 2F (128587.850000 sec): 3 clusters
  Score: Raw -620015.098158 + Penalty 2820.997427 = -617194.100732
  nChanged 483
		SP:Iteration 3F (128588.030000 sec): 3 clusters
  Score: Raw -620507.143296 + Penalty 2820.997427 = -617686.145870
  nChanged 487
		SP:Iteration 4F (128588.250000 sec): 3 clusters
  Score: Raw -621004.395745 + Penalty 2820.997427 = -618183.398319
  nChanged 411
		SP:Iteration 5F (128588.470000 sec): 3 clusters
  Score: Raw -621368.587262 + Penalty 2820.997427 = -618547.589836
  nChanged 291
		SP:Iteration 6Q (128588.620000 sec): 3 clusters
  Score: Raw -621562.051280 + Penalty 2820.997427 = -618741.053853
  nChanged 169
		SP:Iteration 7Q (128588.790000 sec): 3 clusters
  Score: Raw -621652.362748 + Penalty 2820.997427 = -618831.365321
  nChanged 124
		SP:Iteration 8Q (128588.990000 sec): 3 clusters
  Score: Raw -621709.772604 + Penalty 2820.997427 = -618888.775178
  nChanged 75
		SP:Iteration 9Q (128589.190000 sec): 3 clusters
  Score: Raw -621740.326345 + Penalty 2820.997427 = -618919.328919
  nChanged 57
		SP:Iteration 10Q (128589.350000 sec): 3 clusters
  Score: Raw -621764.971809 + Penalty 2820.997427 = -618943.974383
  nChanged 55
		SP:Iteration 11Q (128589.540000 sec): 3 clusters
  Score: Raw -621784.275937 + Penalty 2820.997427 = -618963.278510
  nChanged 56
		SP:Iteration 12Q (128589.770000 sec): 3 clusters
  Score: Raw -621801.863468 + Penalty 2820.997427 = -618980.866041
  nChanged 39
		SP:Iteration 13Q (128589.950000 sec): 3 clusters
  Score: Raw -621812.860915 + Penalty 2820.997427 = -618991.863489
  nChanged 24
		SP:Iteration 14Q (128590.210000 sec): 3 clusters
  Score: Raw -621818.365383 + Penalty 2820.997427 = -618997.367956
  nChanged 12
		SP:Iteration 15Q (128590.390000 sec): 3 clusters
  Score: Raw -621820.941659 + Penalty 2820.997427 = -618999.944233
  nChanged 12
		SP:Iteration 16Q (128590.620000 sec): 3 clusters
  Score: Raw -621823.025582 + Penalty 2820.997427 = -619002.028155
  nChanged 8
		SP:Iteration 17Q (128590.790000 sec): 3 clusters
  Score: Raw -621824.251701 + Penalty 2820.997427 = -619003.254274
  nChanged 8
		SP:Iteration 18Q (128590.980000 sec): 3 clusters
  Score: Raw -621825.550466 + Penalty 2820.997427 = -619004.553039
  nChanged 6
		SP:Iteration 19Q (128591.240000 sec): 3 clusters
  Score: Raw -621826.391325 + Penalty 2820.997427 = -619005.393899
  nChanged 2
		SP:Iteration 20F (128591.420000 sec): 3 clusters
  Score: Raw -621826.525124 + Penalty 2820.997427 = -619005.527698
  nChanged 1
		SP:Iteration 21Q (128591.620000 sec): 3 clusters
  Score: Raw -621826.611328 + Penalty 2820.997427 = -619005.613902
  nChanged 1
		SP:Iteration 22Q (128591.800000 sec): 3 clusters
  Score: Raw -621826.678872 + Penalty 2820.997427 = -619005.681445
  nChanged 0
		SP:Iteration 23F (128591.980000 sec): 3 clusters
  Score: Raw -621826.678872 + Penalty 2820.997427 = -619005.681445
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (16999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128592.170000 sec): 2 clusters
  Score: Raw -2047192.102120 + Penalty 1582.897842 = -2045609.204277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128592.430000 sec): 3 clusters
  Score: Raw -2037048.630780 + Penalty 3165.795684 = -2033882.835095
  nChanged 7634
		SP:Iteration 1F (128592.660000 sec): 3 clusters
  Score: Raw -2041124.770402 + Penalty 3165.795684 = -2037958.974718
  nChanged 795
		SP:Iteration 2Q (128592.900000 sec): 3 clusters
  Score: Raw -2041357.029608 + Penalty 3165.795684 = -2038191.233924
  nChanged 677
		SP:Iteration 3Q (128593.150000 sec): 3 clusters
  Score: Raw -2041544.894971 + Penalty 3165.795684 = -2038379.099287
  nChanged 603
		SP:Iteration 4Q (128593.460000 sec): 3 clusters
  Score: Raw -2041697.286915 + Penalty 3165.795684 = -2038531.491231
  nChanged 493
		SP:Iteration 5Q (128593.710000 sec): 3 clusters
  Score: Raw -2041810.869621 + Penalty 3165.795684 = -2038645.073937
  nChanged 415
		SP:Iteration 6Q (128593.970000 sec): 3 clusters
  Score: Raw -2041905.810347 + Penalty 3165.795684 = -2038740.014663
  nChanged 387
		SP:Iteration 7Q (128594.240000 sec): 3 clusters
  Score: Raw -2041990.821319 + Penalty 3165.795684 = -2038825.025635
  nChanged 377
		SP:Iteration 8Q (128594.500000 sec): 3 clusters
  Score: Raw -2042083.015901 + Penalty 3165.795684 = -2038917.220217
  nChanged 367
		SP:Iteration 9Q (128594.820000 sec): 3 clusters
  Score: Raw -2042176.226517 + Penalty 3165.795684 = -2039010.430833
  nChanged 363
		SP:Iteration 10Q (128595.080000 sec): 3 clusters
  Score: Raw -2042268.683654 + Penalty 3165.795684 = -2039102.887970
  nChanged 363
		SP:Iteration 11Q (128595.370000 sec): 3 clusters
  Score: Raw -2042384.888047 + Penalty 3165.795684 = -2039219.092362
  nChanged 418
		SP:Iteration 12Q (128595.640000 sec): 3 clusters
  Score: Raw -2042546.885093 + Penalty 3165.795684 = -2039381.089409
  nChanged 514
		SP:Iteration 13Q (128595.890000 sec): 3 clusters
  Score: Raw -2042780.918144 + Penalty 3165.795684 = -2039615.122460
  nChanged 606
		SP:Iteration 14Q (128596.220000 sec): 3 clusters
  Score: Raw -2043121.585957 + Penalty 3165.795684 = -2039955.790273
  nChanged 724
		SP:Iteration 15Q (128596.450000 sec): 3 clusters
  Score: Raw -2043569.153843 + Penalty 3165.795684 = -2040403.358159
  nChanged 756
		SP:Iteration 16Q (128596.670000 sec): 3 clusters
  Score: Raw -2044095.981199 + Penalty 3165.795684 = -2040930.185514
  nChanged 711
		SP:Iteration 17Q (128596.910000 sec): 3 clusters
  Score: Raw -2044574.223357 + Penalty 3165.795684 = -2041408.427673
  nChanged 635
		SP:Iteration 18Q (128597.210000 sec): 3 clusters
  Score: Raw -2044918.983820 + Penalty 3165.795684 = -2041753.188136
  nChanged 494
		SP:Iteration 19Q (128597.460000 sec): 3 clusters
  Score: Raw -2045153.369609 + Penalty 3165.795684 = -2041987.573925
  nChanged 390
		SP:Iteration 20F (128597.690000 sec): 3 clusters
  Score: Raw -2045319.341314 + Penalty 3165.795684 = -2042153.545629
  nChanged 318
		SP:Iteration 21Q (128597.950000 sec): 3 clusters
  Score: Raw -2045455.622520 + Penalty 3165.795684 = -2042289.826836
  nChanged 291
		SP:Iteration 22Q (128598.190000 sec): 3 clusters
  Score: Raw -2045596.391088 + Penalty 3165.795684 = -2042430.595403
  nChanged 285
		SP:Iteration 23Q (128598.440000 sec): 3 clusters
  Score: Raw -2045727.906210 + Penalty 3165.795684 = -2042562.110526
  nChanged 274
		SP:Iteration 24Q (128598.670000 sec): 3 clusters
  Score: Raw -2045855.096127 + Penalty 3165.795684 = -2042689.300443
  nChanged 243
		SP:Iteration 25Q (128598.900000 sec): 3 clusters
  Score: Raw -2045974.560935 + Penalty 3165.795684 = -2042808.765251
  nChanged 233
		SP:Iteration 26Q (128599.180000 sec): 3 clusters
  Score: Raw -2046093.351004 + Penalty 3165.795684 = -2042927.555319
  nChanged 232
		SP:Iteration 27Q (128599.470000 sec): 3 clusters
  Score: Raw -2046210.769515 + Penalty 3165.795684 = -2043044.973831
  nChanged 202
		SP:Iteration 28Q (128599.710000 sec): 3 clusters
  Score: Raw -2046313.543200 + Penalty 3165.795684 = -2043147.747516
  nChanged 198
		SP:Iteration 29Q (128599.950000 sec): 3 clusters
  Score: Raw -2046415.587702 + Penalty 3165.795684 = -2043249.792018
  nChanged 184
		SP:Iteration 30Q (128600.240000 sec): 3 clusters
  Score: Raw -2046516.637300 + Penalty 3165.795684 = -2043350.841616
  nChanged 163
		SP:Iteration 31Q (128600.460000 sec): 3 clusters
  Score: Raw -2046612.124116 + Penalty 3165.795684 = -2043446.328431
  nChanged 157
		SP:Iteration 32Q (128600.710000 sec): 3 clusters
  Score: Raw -2046700.633114 + Penalty 3165.795684 = -2043534.837430
  nChanged 140
		SP:Iteration 33Q (128600.990000 sec): 3 clusters
  Score: Raw -2046790.699634 + Penalty 3165.795684 = -2043624.903949
  nChanged 135
		SP:Iteration 34Q (128601.260000 sec): 3 clusters
  Score: Raw -2046885.254919 + Penalty 3165.795684 = -2043719.459234
  nChanged 111
		SP:Iteration 35Q (128601.550000 sec): 3 clusters
  Score: Raw -2046972.045011 + Penalty 3165.795684 = -2043806.249327
  nChanged 96
		SP:Iteration 36Q (128601.790000 sec): 3 clusters
  Score: Raw -2047048.123352 + Penalty 3165.795684 = -2043882.327668
  nChanged 88
		SP:Iteration 37Q (128602.070000 sec): 3 clusters
  Score: Raw -2047120.685311 + Penalty 3165.795684 = -2043954.889626
  nChanged 69
		SP:Iteration 38Q (128602.340000 sec): 3 clusters
  Score: Raw -2047169.471596 + Penalty 3165.795684 = -2044003.675911
  nChanged 42
		SP:Iteration 39Q (128602.560000 sec): 3 clusters
  Score: Raw -2047200.848779 + Penalty 3165.795684 = -2044035.053094
  nChanged 35
		SP:Iteration 40F (128602.820000 sec): 3 clusters
  Score: Raw -2047226.574902 + Penalty 3165.795684 = -2044060.779218
  nChanged 26
		SP:Iteration 41Q (128603.020000 sec): 3 clusters
  Score: Raw -2047243.720148 + Penalty 3165.795684 = -2044077.924463
  nChanged 15
		SP:Iteration 42Q (128603.280000 sec): 3 clusters
  Score: Raw -2047255.818231 + Penalty 3165.795684 = -2044090.022547
  nChanged 23
		SP:Iteration 43Q (128603.560000 sec): 3 clusters
  Score: Raw -2047273.444205 + Penalty 3165.795684 = -2044107.648521
  nChanged 21
		SP:Iteration 44Q (128603.740000 sec): 3 clusters
  Score: Raw -2047294.052121 + Penalty 3165.795684 = -2044128.256437
  nChanged 13
		SP:Iteration 45Q (128603.970000 sec): 3 clusters
  Score: Raw -2047306.270226 + Penalty 3165.795684 = -2044140.474541
  nChanged 12
		SP:Iteration 46Q (128604.180000 sec): 3 clusters
  Score: Raw -2047316.081449 + Penalty 3165.795684 = -2044150.285764
  nChanged 9
		SP:Iteration 47Q (128604.430000 sec): 3 clusters
  Score: Raw -2047324.839361 + Penalty 3165.795684 = -2044159.043677
  nChanged 10
		SP:Iteration 48Q (128604.690000 sec): 3 clusters
  Score: Raw -2047332.816595 + Penalty 3165.795684 = -2044167.020911
  nChanged 8
		SP:Iteration 49Q (128604.970000 sec): 3 clusters
  Score: Raw -2047341.771153 + Penalty 3165.795684 = -2044175.975469
  nChanged 6
		SP:Iteration 50Q (128605.220000 sec): 3 clusters
  Score: Raw -2047346.426449 + Penalty 3165.795684 = -2044180.630764
  nChanged 5
		SP:Iteration 51Q (128605.440000 sec): 3 clusters
  Score: Raw -2047350.808117 + Penalty 3165.795684 = -2044185.012433
  nChanged 3
		SP:Iteration 52Q (128605.710000 sec): 3 clusters
  Score: Raw -2047354.121254 + Penalty 3165.795684 = -2044188.325570
  nChanged 2
		SP:Iteration 53Q (128605.920000 sec): 3 clusters
  Score: Raw -2047355.846882 + Penalty 3165.795684 = -2044190.051197
  nChanged 1
		SP:Iteration 54Q (128606.200000 sec): 3 clusters
  Score: Raw -2047356.719308 + Penalty 3165.795684 = -2044190.923624
  nChanged 1
		SP:Iteration 55Q (128606.440000 sec): 3 clusters
  Score: Raw -2047357.007066 + Penalty 3165.795684 = -2044191.211381
  nChanged 0
		SP:Iteration 56F (128606.710000 sec): 3 clusters
  Score: Raw -2047357.007066 + Penalty 3165.795684 = -2044191.211381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128606.800000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128606.940000 sec): 3 clusters
  Score: Raw -55851.141599 + Penalty 2028.089650 = -53823.051949
  nChanged 116
		SP:Iteration 1F (128607.080000 sec): 3 clusters
  Score: Raw -56008.643890 + Penalty 2028.089650 = -53980.554240
  nChanged 25
		SP:Iteration 2Q (128607.210000 sec): 3 clusters
  Score: Raw -56050.497950 + Penalty 2028.089650 = -54022.408300
  nChanged 10
		SP:Iteration 3Q (128607.350000 sec): 3 clusters
  Score: Raw -56072.693228 + Penalty 2028.089650 = -54044.603578
  nChanged 12
		SP:Iteration 4Q (128607.470000 sec): 3 clusters
  Score: Raw -56096.125789 + Penalty 2028.089650 = -54068.036139
  nChanged 5
		SP:Iteration 5Q (128607.620000 sec): 3 clusters
  Score: Raw -56101.778287 + Penalty 2028.089650 = -54073.688637
  nChanged 2
		SP:Iteration 6Q (128607.750000 sec): 3 clusters
  Score: Raw -56104.734493 + Penalty 2028.089650 = -54076.644843
  nChanged 1
		SP:Iteration 7Q (128607.890000 sec): 3 clusters
  Score: Raw -56106.262197 + Penalty 2028.089650 = -54078.172548
  nChanged 1
		SP:Iteration 8Q (128608.000000 sec): 3 clusters
  Score: Raw -56109.273566 + Penalty 2028.089650 = -54081.183917
  nChanged 3
		SP:Iteration 9Q (128608.140000 sec): 3 clusters
  Score: Raw -56112.169577 + Penalty 2028.089650 = -54084.079927
  nChanged 2
		SP:Iteration 10Q (128608.280000 sec): 3 clusters
  Score: Raw -56113.949776 + Penalty 2028.089650 = -54085.860126
  nChanged 1
		SP:Iteration 11Q (128608.420000 sec): 3 clusters
  Score: Raw -56116.329640 + Penalty 2028.089650 = -54088.239990
  nChanged 1
		SP:Iteration 12Q (128608.510000 sec): 3 clusters
  Score: Raw -56118.534671 + Penalty 2028.089650 = -54090.445021
  nChanged 1
		SP:Iteration 13Q (128608.650000 sec): 3 clusters
  Score: Raw -56119.319510 + Penalty 2028.089650 = -54091.229860
  nChanged 1
		SP:Iteration 14Q (128608.790000 sec): 3 clusters
  Score: Raw -56120.445582 + Penalty 2028.089650 = -54092.355933
  nChanged 1
		SP:Iteration 15Q (128608.950000 sec): 3 clusters
  Score: Raw -56122.192787 + Penalty 2028.089650 = -54094.103137
  nChanged 0
		SP:Iteration 16F (128609.110000 sec): 3 clusters
  Score: Raw -56122.192787 + Penalty 2028.089650 = -54094.103137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128609.280000 sec): 2 clusters
  Score: Raw -1179667.677672 + Penalty 1513.755888 = -1178153.921784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128609.500000 sec): 3 clusters
  Score: Raw -1173329.455566 + Penalty 3027.511776 = -1170301.943790
  nChanged 4854
		SP:Iteration 1F (128609.720000 sec): 3 clusters
  Score: Raw -1176055.533471 + Penalty 3027.511776 = -1173028.021695
  nChanged 784
		SP:Iteration 2F (128609.950000 sec): 3 clusters
  Score: Raw -1176628.005898 + Penalty 3027.511776 = -1173600.494122
  nChanged 849
		SP:Iteration 3F (128610.190000 sec): 3 clusters
  Score: Raw -1177353.143250 + Penalty 3027.511776 = -1174325.631474
  nChanged 908
		SP:Iteration 4F (128610.420000 sec): 3 clusters
  Score: Raw -1178156.200836 + Penalty 3027.511776 = -1175128.689061
  nChanged 887
		SP:Iteration 5F (128610.670000 sec): 3 clusters
  Score: Raw -1178915.112317 + Penalty 3027.511776 = -1175887.600542
  nChanged 756
		SP:Iteration 6F (128610.900000 sec): 3 clusters
  Score: Raw -1179465.977648 + Penalty 3027.511776 = -1176438.465872
  nChanged 569
		SP:Iteration 7F (128611.140000 sec): 3 clusters
  Score: Raw -1179806.618880 + Penalty 3027.511776 = -1176779.107104
  nChanged 440
		SP:Iteration 8Q (128611.340000 sec): 3 clusters
  Score: Raw -1180025.414243 + Penalty 3027.511776 = -1176997.902468
  nChanged 303
		SP:Iteration 9Q (128611.580000 sec): 3 clusters
  Score: Raw -1180147.600414 + Penalty 3027.511776 = -1177120.088639
  nChanged 206
		SP:Iteration 10Q (128611.800000 sec): 3 clusters
  Score: Raw -1180217.728181 + Penalty 3027.511776 = -1177190.216406
  nChanged 142
		SP:Iteration 11Q (128612.020000 sec): 3 clusters
  Score: Raw -1180253.349449 + Penalty 3027.511776 = -1177225.837673
  nChanged 83
		SP:Iteration 12Q (128612.220000 sec): 3 clusters
  Score: Raw -1180275.225418 + Penalty 3027.511776 = -1177247.713643
  nChanged 75
		SP:Iteration 13Q (128612.470000 sec): 3 clusters
  Score: Raw -1180294.423995 + Penalty 3027.511776 = -1177266.912219
  nChanged 72
		SP:Iteration 14Q (128612.700000 sec): 3 clusters
  Score: Raw -1180312.382960 + Penalty 3027.511776 = -1177284.871184
  nChanged 63
		SP:Iteration 15Q (128612.880000 sec): 3 clusters
  Score: Raw -1180326.852955 + Penalty 3027.511776 = -1177299.341180
  nChanged 54
		SP:Iteration 16Q (128613.100000 sec): 3 clusters
  Score: Raw -1180339.817408 + Penalty 3027.511776 = -1177312.305633
  nChanged 51
		SP:Iteration 17Q (128613.320000 sec): 3 clusters
  Score: Raw -1180352.446486 + Penalty 3027.511776 = -1177324.934710
  nChanged 62
		SP:Iteration 18Q (128613.550000 sec): 3 clusters
  Score: Raw -1180368.711189 + Penalty 3027.511776 = -1177341.199413
  nChanged 54
		SP:Iteration 19Q (128613.770000 sec): 3 clusters
  Score: Raw -1180379.757600 + Penalty 3027.511776 = -1177352.245824
  nChanged 41
		SP:Iteration 20F (128613.950000 sec): 3 clusters
  Score: Raw -1180386.554849 + Penalty 3027.511776 = -1177359.043073
  nChanged 38
		SP:Iteration 21Q (128614.150000 sec): 3 clusters
  Score: Raw -1180391.654011 + Penalty 3027.511776 = -1177364.142236
  nChanged 29
		SP:Iteration 22Q (128614.380000 sec): 3 clusters
  Score: Raw -1180395.577479 + Penalty 3027.511776 = -1177368.065704
  nChanged 38
		SP:Iteration 23Q (128614.570000 sec): 3 clusters
  Score: Raw -1180400.730891 + Penalty 3027.511776 = -1177373.219116
  nChanged 40
		SP:Iteration 24Q (128614.790000 sec): 3 clusters
  Score: Raw -1180405.304636 + Penalty 3027.511776 = -1177377.792861
  nChanged 39
		SP:Iteration 25Q (128615.030000 sec): 3 clusters
  Score: Raw -1180409.760765 + Penalty 3027.511776 = -1177382.248989
  nChanged 31
		SP:Iteration 26Q (128615.220000 sec): 3 clusters
  Score: Raw -1180414.263850 + Penalty 3027.511776 = -1177386.752074
  nChanged 33
		SP:Iteration 27Q (128615.420000 sec): 3 clusters
  Score: Raw -1180418.863290 + Penalty 3027.511776 = -1177391.351514
  nChanged 35
		SP:Iteration 28Q (128615.600000 sec): 3 clusters
  Score: Raw -1180423.114248 + Penalty 3027.511776 = -1177395.602472
  nChanged 29
		SP:Iteration 29Q (128615.820000 sec): 3 clusters
  Score: Raw -1180426.377589 + Penalty 3027.511776 = -1177398.865813
  nChanged 22
		SP:Iteration 30Q (128616.050000 sec): 3 clusters
  Score: Raw -1180429.318219 + Penalty 3027.511776 = -1177401.806443
  nChanged 17
		SP:Iteration 31Q (128616.240000 sec): 3 clusters
  Score: Raw -1180431.315070 + Penalty 3027.511776 = -1177403.803295
  nChanged 16
		SP:Iteration 32Q (128616.460000 sec): 3 clusters
  Score: Raw -1180433.184642 + Penalty 3027.511776 = -1177405.672866
  nChanged 12
		SP:Iteration 33Q (128616.640000 sec): 3 clusters
  Score: Raw -1180434.350442 + Penalty 3027.511776 = -1177406.838666
  nChanged 9
		SP:Iteration 34Q (128616.860000 sec): 3 clusters
  Score: Raw -1180435.564276 + Penalty 3027.511776 = -1177408.052500
  nChanged 11
		SP:Iteration 35Q (128617.100000 sec): 3 clusters
  Score: Raw -1180436.772438 + Penalty 3027.511776 = -1177409.260662
  nChanged 11
		SP:Iteration 36Q (128617.290000 sec): 3 clusters
  Score: Raw -1180437.967162 + Penalty 3027.511776 = -1177410.455386
  nChanged 11
		SP:Iteration 37Q (128617.490000 sec): 3 clusters
  Score: Raw -1180439.089767 + Penalty 3027.511776 = -1177411.577992
  nChanged 11
		SP:Iteration 38Q (128617.700000 sec): 3 clusters
  Score: Raw -1180440.015646 + Penalty 3027.511776 = -1177412.503870
  nChanged 11
		SP:Iteration 39Q (128617.940000 sec): 3 clusters
  Score: Raw -1180440.913054 + Penalty 3027.511776 = -1177413.401278
  nChanged 5
		SP:Iteration 40F (128618.170000 sec): 3 clusters
  Score: Raw -1180441.293952 + Penalty 3027.511776 = -1177413.782177
  nChanged 8
		SP:Iteration 41Q (128618.390000 sec): 3 clusters
  Score: Raw -1180441.938863 + Penalty 3027.511776 = -1177414.427087
  nChanged 7
		SP:Iteration 42Q (128618.630000 sec): 3 clusters
  Score: Raw -1180442.422415 + Penalty 3027.511776 = -1177414.910639
  nChanged 6
		SP:Iteration 43Q (128618.880000 sec): 3 clusters
  Score: Raw -1180443.063953 + Penalty 3027.511776 = -1177415.552177
  nChanged 5
		SP:Iteration 44Q (128619.080000 sec): 3 clusters
  Score: Raw -1180443.465700 + Penalty 3027.511776 = -1177415.953925
  nChanged 5
		SP:Iteration 45Q (128619.340000 sec): 3 clusters
  Score: Raw -1180443.893749 + Penalty 3027.511776 = -1177416.381973
  nChanged 3
		SP:Iteration 46Q (128619.500000 sec): 3 clusters
  Score: Raw -1180444.028078 + Penalty 3027.511776 = -1177416.516303
  nChanged 1
		SP:Iteration 47Q (128619.760000 sec): 3 clusters
  Score: Raw -1180444.080264 + Penalty 3027.511776 = -1177416.568488
  nChanged 1
		SP:Iteration 48Q (128620.010000 sec): 3 clusters
  Score: Raw -1180444.154255 + Penalty 3027.511776 = -1177416.642479
  nChanged 3
		SP:Iteration 49Q (128620.250000 sec): 3 clusters
  Score: Raw -1180444.340663 + Penalty 3027.511776 = -1177416.828887
  nChanged 3
		SP:Iteration 50Q (128620.490000 sec): 3 clusters
  Score: Raw -1180444.482689 + Penalty 3027.511776 = -1177416.970914
  nChanged 2
		SP:Iteration 51Q (128620.710000 sec): 3 clusters
  Score: Raw -1180444.592946 + Penalty 3027.511776 = -1177417.081171
  nChanged 1
		SP:Iteration 52Q (128620.920000 sec): 3 clusters
  Score: Raw -1180444.679279 + Penalty 3027.511776 = -1177417.167503
  nChanged 2
		SP:Iteration 53Q (128621.190000 sec): 3 clusters
  Score: Raw -1180444.785945 + Penalty 3027.511776 = -1177417.274169
  nChanged 1
		SP:Iteration 54Q (128621.400000 sec): 3 clusters
  Score: Raw -1180444.984195 + Penalty 3027.511776 = -1177417.472419
  nChanged 2
		SP:Iteration 55Q (128621.660000 sec): 3 clusters
  Score: Raw -1180445.183070 + Penalty 3027.511776 = -1177417.671294
  nChanged 2
		SP:Iteration 56Q (128621.880000 sec): 3 clusters
  Score: Raw -1180445.366603 + Penalty 3027.511776 = -1177417.854827
  nChanged 2
		SP:Iteration 57Q (128622.120000 sec): 3 clusters
  Score: Raw -1180445.565064 + Penalty 3027.511776 = -1177418.053288
  nChanged 2
		SP:Iteration 58Q (128622.330000 sec): 3 clusters
  Score: Raw -1180445.775021 + Penalty 3027.511776 = -1177418.263245
  nChanged 3
		SP:Iteration 59Q (128622.540000 sec): 3 clusters
  Score: Raw -1180446.207542 + Penalty 3027.511776 = -1177418.695767
  nChanged 2
		SP:Iteration 60F (128622.770000 sec): 3 clusters
  Score: Raw -1180446.386400 + Penalty 3027.511776 = -1177418.874624
  nChanged 2
		SP:Iteration 61Q (128622.970000 sec): 3 clusters
  Score: Raw -1180446.541582 + Penalty 3027.511776 = -1177419.029806
  nChanged 3
		SP:Iteration 62Q (128623.210000 sec): 3 clusters
  Score: Raw -1180446.723787 + Penalty 3027.511776 = -1177419.212011
  nChanged 0
		SP:Iteration 63F (128623.440000 sec): 3 clusters
  Score: Raw -1180446.723787 + Penalty 3027.511776 = -1177419.212011
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (11771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128623.570000 sec): 2 clusters
  Score: Raw -1291466.514151 + Penalty 1523.176551 = -1289943.337600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128623.780000 sec): 3 clusters
  Score: Raw -1284618.077270 + Penalty 3046.353101 = -1281571.724169
  nChanged 5111
		SP:Iteration 1F (128624.040000 sec): 3 clusters
  Score: Raw -1287512.809242 + Penalty 3046.353101 = -1284466.456141
  nChanged 716
		SP:Iteration 2F (128624.240000 sec): 3 clusters
  Score: Raw -1287873.191170 + Penalty 3046.353101 = -1284826.838069
  nChanged 658
		SP:Iteration 3F (128624.530000 sec): 3 clusters
  Score: Raw -1288228.567277 + Penalty 3046.353101 = -1285182.214176
  nChanged 606
		SP:Iteration 4F (128624.720000 sec): 3 clusters
  Score: Raw -1288614.981472 + Penalty 3046.353101 = -1285568.628370
  nChanged 587
		SP:Iteration 5Q (128624.950000 sec): 3 clusters
  Score: Raw -1289009.901785 + Penalty 3046.353101 = -1285963.548683
  nChanged 587
		SP:Iteration 6Q (128625.140000 sec): 3 clusters
  Score: Raw -1289394.602153 + Penalty 3046.353101 = -1286348.249051
  nChanged 532
		SP:Iteration 7Q (128625.360000 sec): 3 clusters
  Score: Raw -1289760.620321 + Penalty 3046.353101 = -1286714.267220
  nChanged 515
		SP:Iteration 8Q (128625.610000 sec): 3 clusters
  Score: Raw -1290113.593295 + Penalty 3046.353101 = -1287067.240194
  nChanged 435
		SP:Iteration 9Q (128625.910000 sec): 3 clusters
  Score: Raw -1290361.919178 + Penalty 3046.353101 = -1287315.566076
  nChanged 423
		SP:Iteration 10Q (128626.150000 sec): 3 clusters
  Score: Raw -1290637.898825 + Penalty 3046.353101 = -1287591.545724
  nChanged 377
		SP:Iteration 11Q (128626.330000 sec): 3 clusters
  Score: Raw -1290877.240868 + Penalty 3046.353101 = -1287830.887767
  nChanged 320
		SP:Iteration 12Q (128626.600000 sec): 3 clusters
  Score: Raw -1291069.924965 + Penalty 3046.353101 = -1288023.571864
  nChanged 272
		SP:Iteration 13Q (128626.830000 sec): 3 clusters
  Score: Raw -1291229.558373 + Penalty 3046.353101 = -1288183.205271
  nChanged 242
		SP:Iteration 14Q (128627.050000 sec): 3 clusters
  Score: Raw -1291358.597872 + Penalty 3046.353101 = -1288312.244771
  nChanged 164
		SP:Iteration 15Q (128627.280000 sec): 3 clusters
  Score: Raw -1291433.503535 + Penalty 3046.353101 = -1288387.150433
  nChanged 119
		SP:Iteration 16Q (128627.520000 sec): 3 clusters
  Score: Raw -1291487.728378 + Penalty 3046.353101 = -1288441.375276
  nChanged 97
		SP:Iteration 17Q (128627.730000 sec): 3 clusters
  Score: Raw -1291532.091532 + Penalty 3046.353101 = -1288485.738431
  nChanged 85
		SP:Iteration 18Q (128627.960000 sec): 3 clusters
  Score: Raw -1291569.042842 + Penalty 3046.353101 = -1288522.689741
  nChanged 67
		SP:Iteration 19Q (128628.150000 sec): 3 clusters
  Score: Raw -1291601.464637 + Penalty 3046.353101 = -1288555.111535
  nChanged 71
		SP:Iteration 20F (128628.380000 sec): 3 clusters
  Score: Raw -1291633.075136 + Penalty 3046.353101 = -1288586.722034
  nChanged 49
		SP:Iteration 21Q (128628.620000 sec): 3 clusters
  Score: Raw -1291653.980885 + Penalty 3046.353101 = -1288607.627784
  nChanged 35
		SP:Iteration 22Q (128628.830000 sec): 3 clusters
  Score: Raw -1291667.824906 + Penalty 3046.353101 = -1288621.471805
  nChanged 35
		SP:Iteration 23Q (128629.070000 sec): 3 clusters
  Score: Raw -1291681.729390 + Penalty 3046.353101 = -1288635.376289
  nChanged 24
		SP:Iteration 24Q (128629.280000 sec): 3 clusters
  Score: Raw -1291691.486580 + Penalty 3046.353101 = -1288645.133479
  nChanged 21
		SP:Iteration 25Q (128629.500000 sec): 3 clusters
  Score: Raw -1291699.939751 + Penalty 3046.353101 = -1288653.586650
  nChanged 19
		SP:Iteration 26Q (128629.770000 sec): 3 clusters
  Score: Raw -1291707.281271 + Penalty 3046.353101 = -1288660.928169
  nChanged 17
		SP:Iteration 27Q (128629.970000 sec): 3 clusters
  Score: Raw -1291715.485295 + Penalty 3046.353101 = -1288669.132194
  nChanged 19
		SP:Iteration 28Q (128630.180000 sec): 3 clusters
  Score: Raw -1291723.065716 + Penalty 3046.353101 = -1288676.712614
  nChanged 18
		SP:Iteration 29Q (128630.410000 sec): 3 clusters
  Score: Raw -1291730.569130 + Penalty 3046.353101 = -1288684.216028
  nChanged 13
		SP:Iteration 30Q (128630.660000 sec): 3 clusters
  Score: Raw -1291735.843326 + Penalty 3046.353101 = -1288689.490225
  nChanged 12
		SP:Iteration 31Q (128630.830000 sec): 3 clusters
  Score: Raw -1291741.322422 + Penalty 3046.353101 = -1288694.969321
  nChanged 18
		SP:Iteration 32Q (128631.070000 sec): 3 clusters
  Score: Raw -1291749.590006 + Penalty 3046.353101 = -1288703.236904
  nChanged 17
		SP:Iteration 33Q (128631.270000 sec): 3 clusters
  Score: Raw -1291756.245309 + Penalty 3046.353101 = -1288709.892208
  nChanged 9
		SP:Iteration 34Q (128631.510000 sec): 3 clusters
  Score: Raw -1291759.263999 + Penalty 3046.353101 = -1288712.910898
  nChanged 6
		SP:Iteration 35Q (128631.710000 sec): 3 clusters
  Score: Raw -1291761.211414 + Penalty 3046.353101 = -1288714.858312
  nChanged 9
		SP:Iteration 36Q (128631.920000 sec): 3 clusters
  Score: Raw -1291764.377419 + Penalty 3046.353101 = -1288718.024318
  nChanged 7
		SP:Iteration 37Q (128632.160000 sec): 3 clusters
  Score: Raw -1291766.889758 + Penalty 3046.353101 = -1288720.536656
  nChanged 6
		SP:Iteration 38Q (128632.350000 sec): 3 clusters
  Score: Raw -1291769.399455 + Penalty 3046.353101 = -1288723.046353
  nChanged 3
		SP:Iteration 39Q (128632.590000 sec): 3 clusters
  Score: Raw -1291770.503729 + Penalty 3046.353101 = -1288724.150628
  nChanged 4
		SP:Iteration 40F (128632.800000 sec): 3 clusters
  Score: Raw -1291771.571561 + Penalty 3046.353101 = -1288725.218460
  nChanged 1
		SP:Iteration 41Q (128633.010000 sec): 3 clusters
  Score: Raw -1291771.865248 + Penalty 3046.353101 = -1288725.512146
  nChanged 0
		SP:Iteration 42F (128633.240000 sec): 3 clusters
  Score: Raw -1291771.865248 + Penalty 3046.353101 = -1288725.512146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128633.350000 sec): 2 clusters
  Score: Raw -407730.518075 + Penalty 1336.121325 = -406394.396751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128633.550000 sec): 3 clusters
  Score: Raw -405909.844325 + Penalty 2672.242649 = -403237.601676
  nChanged 1451
		SP:Iteration 1F (128633.730000 sec): 3 clusters
  Score: Raw -406667.129331 + Penalty 2672.242649 = -403994.886681
  nChanged 265
		SP:Iteration 2F (128633.900000 sec): 3 clusters
  Score: Raw -406831.771668 + Penalty 2672.242649 = -404159.529019
  nChanged 208
		SP:Iteration 3F (128634.120000 sec): 3 clusters
  Score: Raw -406951.339336 + Penalty 2672.242649 = -404279.096687
  nChanged 153
		SP:Iteration 4Q (128634.320000 sec): 3 clusters
  Score: Raw -407036.855509 + Penalty 2672.242649 = -404364.612860
  nChanged 137
		SP:Iteration 5Q (128634.470000 sec): 3 clusters
  Score: Raw -407107.612610 + Penalty 2672.242649 = -404435.369961
  nChanged 127
		SP:Iteration 6Q (128634.640000 sec): 3 clusters
  Score: Raw -407178.682103 + Penalty 2672.242649 = -404506.439454
  nChanged 100
		SP:Iteration 7Q (128634.800000 sec): 3 clusters
  Score: Raw -407227.505540 + Penalty 2672.242649 = -404555.262891
  nChanged 77
		SP:Iteration 8Q (128634.960000 sec): 3 clusters
  Score: Raw -407273.310678 + Penalty 2672.242649 = -404601.068029
  nChanged 79
		SP:Iteration 9Q (128635.200000 sec): 3 clusters
  Score: Raw -407317.379039 + Penalty 2672.242649 = -404645.136390
  nChanged 73
		SP:Iteration 10Q (128635.340000 sec): 3 clusters
  Score: Raw -407354.083677 + Penalty 2672.242649 = -404681.841028
  nChanged 67
		SP:Iteration 11Q (128635.550000 sec): 3 clusters
  Score: Raw -407390.202297 + Penalty 2672.242649 = -404717.959648
  nChanged 76
		SP:Iteration 12Q (128635.720000 sec): 3 clusters
  Score: Raw -407435.035258 + Penalty 2672.242649 = -404762.792609
  nChanged 89
		SP:Iteration 13Q (128635.880000 sec): 3 clusters
  Score: Raw -407493.913613 + Penalty 2672.242649 = -404821.670964
  nChanged 92
		SP:Iteration 14Q (128636.060000 sec): 3 clusters
  Score: Raw -407544.557739 + Penalty 2672.242649 = -404872.315090
  nChanged 76
		SP:Iteration 15Q (128636.250000 sec): 3 clusters
  Score: Raw -407595.793607 + Penalty 2672.242649 = -404923.550958
  nChanged 88
		SP:Iteration 16Q (128636.430000 sec): 3 clusters
  Score: Raw -407646.311698 + Penalty 2672.242649 = -404974.069049
  nChanged 78
		SP:Iteration 17Q (128636.590000 sec): 3 clusters
  Score: Raw -407697.430608 + Penalty 2672.242649 = -405025.187959
  nChanged 61
		SP:Iteration 18Q (128636.810000 sec): 3 clusters
  Score: Raw -407730.384504 + Penalty 2672.242649 = -405058.141855
  nChanged 47
		SP:Iteration 19Q (128636.970000 sec): 3 clusters
  Score: Raw -407751.046600 + Penalty 2672.242649 = -405078.803951
  nChanged 41
		SP:Iteration 20F (128637.170000 sec): 3 clusters
  Score: Raw -407774.848582 + Penalty 2672.242649 = -405102.605933
  nChanged 47
		SP:Iteration 21Q (128637.360000 sec): 3 clusters
  Score: Raw -407794.498889 + Penalty 2672.242649 = -405122.256240
  nChanged 34
		SP:Iteration 22Q (128637.530000 sec): 3 clusters
  Score: Raw -407808.983534 + Penalty 2672.242649 = -405136.740885
  nChanged 32
		SP:Iteration 23Q (128637.700000 sec): 3 clusters
  Score: Raw -407824.125886 + Penalty 2672.242649 = -405151.883237
  nChanged 34
		SP:Iteration 24Q (128637.890000 sec): 3 clusters
  Score: Raw -407841.368878 + Penalty 2672.242649 = -405169.126229
  nChanged 25
		SP:Iteration 25Q (128638.050000 sec): 3 clusters
  Score: Raw -407850.690887 + Penalty 2672.242649 = -405178.448238
  nChanged 20
		SP:Iteration 26Q (128638.190000 sec): 3 clusters
  Score: Raw -407855.932452 + Penalty 2672.242649 = -405183.689803
  nChanged 17
		SP:Iteration 27Q (128638.390000 sec): 3 clusters
  Score: Raw -407859.469252 + Penalty 2672.242649 = -405187.226603
  nChanged 11
		SP:Iteration 28Q (128638.570000 sec): 3 clusters
  Score: Raw -407861.995676 + Penalty 2672.242649 = -405189.753027
  nChanged 7
		SP:Iteration 29Q (128638.750000 sec): 3 clusters
  Score: Raw -407863.369254 + Penalty 2672.242649 = -405191.126605
  nChanged 1
		SP:Iteration 30Q (128638.940000 sec): 3 clusters
  Score: Raw -407863.523531 + Penalty 2672.242649 = -405191.280882
  nChanged 2
		SP:Iteration 31Q (128639.130000 sec): 3 clusters
  Score: Raw -407864.187507 + Penalty 2672.242649 = -405191.944858
  nChanged 0
		SP:Iteration 32F (128639.350000 sec): 3 clusters
  Score: Raw -407864.187507 + Penalty 2672.242649 = -405191.944858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128639.440000 sec): 2 clusters
  Score: Raw -489853.117301 + Penalty 1370.847260 = -488482.270041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128639.610000 sec): 3 clusters
  Score: Raw -487505.241930 + Penalty 2741.694519 = -484763.547410
  nChanged 1845
		SP:Iteration 1F (128639.770000 sec): 3 clusters
  Score: Raw -488551.178788 + Penalty 2741.694519 = -485809.484268
  nChanged 351
		SP:Iteration 2F (128639.990000 sec): 3 clusters
  Score: Raw -488749.963922 + Penalty 2741.694519 = -486008.269403
  nChanged 257
		SP:Iteration 3F (128640.170000 sec): 3 clusters
  Score: Raw -488894.150714 + Penalty 2741.694519 = -486152.456195
  nChanged 203
		SP:Iteration 4Q (128640.390000 sec): 3 clusters
  Score: Raw -489021.071189 + Penalty 2741.694519 = -486279.376670
  nChanged 210
		SP:Iteration 5Q (128640.550000 sec): 3 clusters
  Score: Raw -489149.915719 + Penalty 2741.694519 = -486408.221200
  nChanged 180
		SP:Iteration 6Q (128640.740000 sec): 3 clusters
  Score: Raw -489272.297797 + Penalty 2741.694519 = -486530.603278
  nChanged 203
		SP:Iteration 7Q (128640.900000 sec): 3 clusters
  Score: Raw -489423.958757 + Penalty 2741.694519 = -486682.264238
  nChanged 204
		SP:Iteration 8Q (128641.070000 sec): 3 clusters
  Score: Raw -489544.969593 + Penalty 2741.694519 = -486803.275074
  nChanged 153
		SP:Iteration 9Q (128641.240000 sec): 3 clusters
  Score: Raw -489636.599762 + Penalty 2741.694519 = -486894.905243
  nChanged 142
		SP:Iteration 10Q (128641.430000 sec): 3 clusters
  Score: Raw -489731.153879 + Penalty 2741.694519 = -486989.459360
  nChanged 135
		SP:Iteration 11Q (128641.610000 sec): 3 clusters
  Score: Raw -489804.271764 + Penalty 2741.694519 = -487062.577245
  nChanged 102
		SP:Iteration 12Q (128641.790000 sec): 3 clusters
  Score: Raw -489855.389327 + Penalty 2741.694519 = -487113.694808
  nChanged 82
		SP:Iteration 13Q (128641.990000 sec): 3 clusters
  Score: Raw -489897.083209 + Penalty 2741.694519 = -487155.388690
  nChanged 74
		SP:Iteration 14Q (128642.190000 sec): 3 clusters
  Score: Raw -489938.485088 + Penalty 2741.694519 = -487196.790568
  nChanged 64
		SP:Iteration 15Q (128642.360000 sec): 3 clusters
  Score: Raw -489970.638192 + Penalty 2741.694519 = -487228.943672
  nChanged 62
		SP:Iteration 16Q (128642.520000 sec): 3 clusters
  Score: Raw -490004.592175 + Penalty 2741.694519 = -487262.897656
  nChanged 65
		SP:Iteration 17Q (128642.710000 sec): 3 clusters
  Score: Raw -490044.430856 + Penalty 2741.694519 = -487302.736337
  nChanged 58
		SP:Iteration 18Q (128642.880000 sec): 3 clusters
  Score: Raw -490084.989080 + Penalty 2741.694519 = -487343.294561
  nChanged 59
		SP:Iteration 19Q (128643.040000 sec): 3 clusters
  Score: Raw -490120.197227 + Penalty 2741.694519 = -487378.502708
  nChanged 53
		SP:Iteration 20F (128643.240000 sec): 3 clusters
  Score: Raw -490149.177643 + Penalty 2741.694519 = -487407.483124
  nChanged 37
		SP:Iteration 21Q (128643.440000 sec): 3 clusters
  Score: Raw -490168.583739 + Penalty 2741.694519 = -487426.889219
  nChanged 33
		SP:Iteration 22Q (128643.620000 sec): 3 clusters
  Score: Raw -490186.982941 + Penalty 2741.694519 = -487445.288422
  nChanged 29
		SP:Iteration 23Q (128643.810000 sec): 3 clusters
  Score: Raw -490200.956607 + Penalty 2741.694519 = -487459.262088
  nChanged 21
		SP:Iteration 24Q (128643.980000 sec): 3 clusters
  Score: Raw -490208.975048 + Penalty 2741.694519 = -487467.280529
  nChanged 16
		SP:Iteration 25Q (128644.180000 sec): 3 clusters
  Score: Raw -490218.807925 + Penalty 2741.694519 = -487477.113406
  nChanged 15
		SP:Iteration 26Q (128644.330000 sec): 3 clusters
  Score: Raw -490230.150047 + Penalty 2741.694519 = -487488.455528
  nChanged 14
		SP:Iteration 27Q (128644.510000 sec): 3 clusters
  Score: Raw -490238.891570 + Penalty 2741.694519 = -487497.197051
  nChanged 12
		SP:Iteration 28Q (128644.710000 sec): 3 clusters
  Score: Raw -490248.107960 + Penalty 2741.694519 = -487506.413441
  nChanged 16
		SP:Iteration 29Q (128644.920000 sec): 3 clusters
  Score: Raw -490258.616177 + Penalty 2741.694519 = -487516.921658
  nChanged 20
		SP:Iteration 30Q (128645.100000 sec): 3 clusters
  Score: Raw -490271.407831 + Penalty 2741.694519 = -487529.713312
  nChanged 17
		SP:Iteration 31Q (128645.290000 sec): 3 clusters
  Score: Raw -490279.320610 + Penalty 2741.694519 = -487537.626091
  nChanged 10
		SP:Iteration 32Q (128645.420000 sec): 3 clusters
  Score: Raw -490283.576970 + Penalty 2741.694519 = -487541.882451
  nChanged 7
		SP:Iteration 33Q (128645.600000 sec): 3 clusters
  Score: Raw -490285.517366 + Penalty 2741.694519 = -487543.822846
  nChanged 7
		SP:Iteration 34Q (128645.740000 sec): 3 clusters
  Score: Raw -490287.345004 + Penalty 2741.694519 = -487545.650484
  nChanged 3
		SP:Iteration 35Q (128645.920000 sec): 3 clusters
  Score: Raw -490288.133396 + Penalty 2741.694519 = -487546.438877
  nChanged 1
		SP:Iteration 36Q (128646.110000 sec): 3 clusters
  Score: Raw -490288.532640 + Penalty 2741.694519 = -487546.838121
  nChanged 3
		SP:Iteration 37Q (128646.240000 sec): 3 clusters
  Score: Raw -490289.069683 + Penalty 2741.694519 = -487547.375164
  nChanged 2
		SP:Iteration 38Q (128646.380000 sec): 3 clusters
  Score: Raw -490289.676990 + Penalty 2741.694519 = -487547.982471
  nChanged 1
		SP:Iteration 39Q (128646.600000 sec): 3 clusters
  Score: Raw -490290.692868 + Penalty 2741.694519 = -487548.998349
  nChanged 3
		SP:Iteration 40F (128646.790000 sec): 3 clusters
  Score: Raw -490292.803299 + Penalty 2741.694519 = -487551.108780
  nChanged 2
		SP:Iteration 41Q (128646.980000 sec): 3 clusters
  Score: Raw -490294.549114 + Penalty 2741.694519 = -487552.854595
  nChanged 4
		SP:Iteration 42Q (128647.180000 sec): 3 clusters
  Score: Raw -490295.600525 + Penalty 2741.694519 = -487553.906006
  nChanged 2
		SP:Iteration 43Q (128647.390000 sec): 3 clusters
  Score: Raw -490296.151604 + Penalty 2741.694519 = -487554.457085
  nChanged 2
		SP:Iteration 44Q (128647.580000 sec): 3 clusters
  Score: Raw -490296.674322 + Penalty 2741.694519 = -487554.979803
  nChanged 2
		SP:Iteration 45Q (128647.800000 sec): 3 clusters
  Score: Raw -490297.680480 + Penalty 2741.694519 = -487555.985961
  nChanged 3
		SP:Iteration 46Q (128648.010000 sec): 3 clusters
  Score: Raw -490299.085695 + Penalty 2741.694519 = -487557.391175
  nChanged 1
		SP:Iteration 47Q (128648.190000 sec): 3 clusters
  Score: Raw -490299.296908 + Penalty 2741.694519 = -487557.602388
  nChanged 0
		SP:Iteration 48F (128648.360000 sec): 3 clusters
  Score: Raw -490299.296908 + Penalty 2741.694519 = -487557.602388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (3004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128648.490000 sec): 2 clusters
  Score: Raw -286986.387531 + Penalty 1301.251252 = -285685.136279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128648.670000 sec): 3 clusters
  Score: Raw -285622.443711 + Penalty 2602.502504 = -283019.941207
  nChanged 1137
		SP:Iteration 1F (128648.830000 sec): 3 clusters
  Score: Raw -286480.947300 + Penalty 2602.502504 = -283878.444795
  nChanged 294
		SP:Iteration 2F (128649.000000 sec): 3 clusters
  Score: Raw -286727.437613 + Penalty 2602.502504 = -284124.935109
  nChanged 208
		SP:Iteration 3F (128649.180000 sec): 3 clusters
  Score: Raw -286910.227470 + Penalty 2602.502504 = -284307.724966
  nChanged 194
		SP:Iteration 4F (128649.350000 sec): 3 clusters
  Score: Raw -287104.235547 + Penalty 2602.502504 = -284501.733042
  nChanged 168
		SP:Iteration 5F (128649.510000 sec): 3 clusters
  Score: Raw -287253.633145 + Penalty 2602.502504 = -284651.130641
  nChanged 136
		SP:Iteration 6Q (128649.670000 sec): 3 clusters
  Score: Raw -287354.304695 + Penalty 2602.502504 = -284751.802191
  nChanged 92
		SP:Iteration 7Q (128649.830000 sec): 3 clusters
  Score: Raw -287416.289077 + Penalty 2602.502504 = -284813.786573
  nChanged 85
		SP:Iteration 8Q (128650.000000 sec): 3 clusters
  Score: Raw -287478.444615 + Penalty 2602.502504 = -284875.942110
  nChanged 75
		SP:Iteration 9Q (128650.190000 sec): 3 clusters
  Score: Raw -287526.159248 + Penalty 2602.502504 = -284923.656744
  nChanged 67
		SP:Iteration 10Q (128650.400000 sec): 3 clusters
  Score: Raw -287565.186552 + Penalty 2602.502504 = -284962.684048
  nChanged 43
		SP:Iteration 11Q (128650.560000 sec): 3 clusters
  Score: Raw -287594.332054 + Penalty 2602.502504 = -284991.829550
  nChanged 45
		SP:Iteration 12Q (128650.790000 sec): 3 clusters
  Score: Raw -287620.096162 + Penalty 2602.502504 = -285017.593658
  nChanged 33
		SP:Iteration 13Q (128650.940000 sec): 3 clusters
  Score: Raw -287637.137872 + Penalty 2602.502504 = -285034.635368
  nChanged 30
		SP:Iteration 14Q (128651.170000 sec): 3 clusters
  Score: Raw -287655.809238 + Penalty 2602.502504 = -285053.306734
  nChanged 29
		SP:Iteration 15Q (128651.310000 sec): 3 clusters
  Score: Raw -287669.682370 + Penalty 2602.502504 = -285067.179866
  nChanged 27
		SP:Iteration 16Q (128651.520000 sec): 3 clusters
  Score: Raw -287681.430417 + Penalty 2602.502504 = -285078.927913
  nChanged 21
		SP:Iteration 17Q (128651.710000 sec): 3 clusters
  Score: Raw -287691.041490 + Penalty 2602.502504 = -285088.538986
  nChanged 13
		SP:Iteration 18Q (128651.910000 sec): 3 clusters
  Score: Raw -287696.023125 + Penalty 2602.502504 = -285093.520621
  nChanged 15
		SP:Iteration 19Q (128652.080000 sec): 3 clusters
  Score: Raw -287702.313266 + Penalty 2602.502504 = -285099.810762
  nChanged 15
		SP:Iteration 20F (128652.250000 sec): 3 clusters
  Score: Raw -287710.435716 + Penalty 2602.502504 = -285107.933211
  nChanged 17
		SP:Iteration 21Q (128652.400000 sec): 3 clusters
  Score: Raw -287718.251801 + Penalty 2602.502504 = -285115.749297
  nChanged 13
		SP:Iteration 22Q (128652.620000 sec): 3 clusters
  Score: Raw -287723.766675 + Penalty 2602.502504 = -285121.264171
  nChanged 14
		SP:Iteration 23Q (128652.770000 sec): 3 clusters
  Score: Raw -287729.577974 + Penalty 2602.502504 = -285127.075470
  nChanged 8
		SP:Iteration 24Q (128652.920000 sec): 3 clusters
  Score: Raw -287733.255139 + Penalty 2602.502504 = -285130.752635
  nChanged 12
		SP:Iteration 25Q (128653.090000 sec): 3 clusters
  Score: Raw -287738.518726 + Penalty 2602.502504 = -285136.016222
  nChanged 9
		SP:Iteration 26Q (128653.280000 sec): 3 clusters
  Score: Raw -287741.380343 + Penalty 2602.502504 = -285138.877838
  nChanged 9
		SP:Iteration 27Q (128653.430000 sec): 3 clusters
  Score: Raw -287744.351910 + Penalty 2602.502504 = -285141.849405
  nChanged 10
		SP:Iteration 28Q (128653.640000 sec): 3 clusters
  Score: Raw -287747.828866 + Penalty 2602.502504 = -285145.326362
  nChanged 14
		SP:Iteration 29Q (128653.780000 sec): 3 clusters
  Score: Raw -287757.074034 + Penalty 2602.502504 = -285154.571529
  nChanged 17
		SP:Iteration 30Q (128653.930000 sec): 3 clusters
  Score: Raw -287764.779188 + Penalty 2602.502504 = -285162.276684
  nChanged 14
		SP:Iteration 31Q (128654.130000 sec): 3 clusters
  Score: Raw -287771.166416 + Penalty 2602.502504 = -285168.663912
  nChanged 8
		SP:Iteration 32Q (128654.280000 sec): 3 clusters
  Score: Raw -287773.980388 + Penalty 2602.502504 = -285171.477884
  nChanged 3
		SP:Iteration 33Q (128654.440000 sec): 3 clusters
  Score: Raw -287774.861466 + Penalty 2602.502504 = -285172.358962
  nChanged 3
		SP:Iteration 34Q (128654.590000 sec): 3 clusters
  Score: Raw -287775.540770 + Penalty 2602.502504 = -285173.038265
  nChanged 2
		SP:Iteration 35Q (128654.730000 sec): 3 clusters
  Score: Raw -287778.928267 + Penalty 2602.502504 = -285176.425763
  nChanged 9
		SP:Iteration 36Q (128654.850000 sec): 3 clusters
  Score: Raw -287782.325799 + Penalty 2602.502504 = -285179.823295
  nChanged 8
		SP:Iteration 37Q (128655.010000 sec): 3 clusters
  Score: Raw -287786.292063 + Penalty 2602.502504 = -285183.789559
  nChanged 9
		SP:Iteration 38Q (128655.210000 sec): 3 clusters
  Score: Raw -287788.627806 + Penalty 2602.502504 = -285186.125302
  nChanged 4
		SP:Iteration 39Q (128655.400000 sec): 3 clusters
  Score: Raw -287790.733498 + Penalty 2602.502504 = -285188.230994
  nChanged 6
		SP:Iteration 40F (128655.620000 sec): 3 clusters
  Score: Raw -287796.082516 + Penalty 2602.502504 = -285193.580012
  nChanged 12
		SP:Iteration 41Q (128655.810000 sec): 3 clusters
  Score: Raw -287803.646937 + Penalty 2602.502504 = -285201.144433
  nChanged 16
		SP:Iteration 42Q (128655.980000 sec): 3 clusters
  Score: Raw -287809.796443 + Penalty 2602.502504 = -285207.293938
  nChanged 10
		SP:Iteration 43Q (128656.160000 sec): 3 clusters
  Score: Raw -287812.104163 + Penalty 2602.502504 = -285209.601659
  nChanged 7
		SP:Iteration 44Q (128656.350000 sec): 3 clusters
  Score: Raw -287814.753436 + Penalty 2602.502504 = -285212.250932
  nChanged 6
		SP:Iteration 45Q (128656.500000 sec): 3 clusters
  Score: Raw -287816.409940 + Penalty 2602.502504 = -285213.907436
  nChanged 3
		SP:Iteration 46Q (128656.710000 sec): 3 clusters
  Score: Raw -287817.537495 + Penalty 2602.502504 = -285215.034991
  nChanged 5
		SP:Iteration 47Q (128656.900000 sec): 3 clusters
  Score: Raw -287819.190153 + Penalty 2602.502504 = -285216.687649
  nChanged 8
		SP:Iteration 48Q (128657.090000 sec): 3 clusters
  Score: Raw -287822.277192 + Penalty 2602.502504 = -285219.774688
  nChanged 5
		SP:Iteration 49Q (128657.300000 sec): 3 clusters
  Score: Raw -287823.988445 + Penalty 2602.502504 = -285221.485941
  nChanged 4
		SP:Iteration 50Q (128657.500000 sec): 3 clusters
  Score: Raw -287826.492157 + Penalty 2602.502504 = -285223.989653
  nChanged 10
		SP:Iteration 51Q (128657.730000 sec): 3 clusters
  Score: Raw -287829.190461 + Penalty 2602.502504 = -285226.687957
  nChanged 5
		SP:Iteration 52Q (128657.910000 sec): 3 clusters
  Score: Raw -287831.114435 + Penalty 2602.502504 = -285228.611931
  nChanged 7
		SP:Iteration 53Q (128658.090000 sec): 3 clusters
  Score: Raw -287833.193205 + Penalty 2602.502504 = -285230.690701
  nChanged 3
		SP:Iteration 54Q (128658.240000 sec): 3 clusters
  Score: Raw -287834.139529 + Penalty 2602.502504 = -285231.637025
  nChanged 3
		SP:Iteration 55Q (128658.410000 sec): 3 clusters
  Score: Raw -287834.922594 + Penalty 2602.502504 = -285232.420089
  nChanged 1
		SP:Iteration 56Q (128658.580000 sec): 3 clusters
  Score: Raw -287835.151970 + Penalty 2602.502504 = -285232.649466
  nChanged 1
		SP:Iteration 57Q (128658.760000 sec): 3 clusters
  Score: Raw -287835.467710 + Penalty 2602.502504 = -285232.965206
  nChanged 0
		SP:Iteration 58F (128658.910000 sec): 3 clusters
  Score: Raw -287835.467710 + Penalty 2602.502504 = -285232.965206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128659.060000 sec): 2 clusters
  Score: Raw -868360.219262 + Penalty 1467.649960 = -866892.569302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128659.240000 sec): 3 clusters
  Score: Raw -863740.599380 + Penalty 2935.299920 = -860805.299460
  nChanged 3556
		SP:Iteration 1F (128659.460000 sec): 3 clusters
  Score: Raw -865595.558228 + Penalty 2935.299920 = -862660.258308
  nChanged 592
		SP:Iteration 2F (128659.660000 sec): 3 clusters
  Score: Raw -865942.064845 + Penalty 2935.299920 = -863006.764925
  nChanged 513
		SP:Iteration 3F (128659.860000 sec): 3 clusters
  Score: Raw -866188.285067 + Penalty 2935.299920 = -863252.985147
  nChanged 391
		SP:Iteration 4Q (128660.100000 sec): 3 clusters
  Score: Raw -866349.456894 + Penalty 2935.299920 = -863414.156974
  nChanged 316
		SP:Iteration 5Q (128660.280000 sec): 3 clusters
  Score: Raw -866460.891340 + Penalty 2935.299920 = -863525.591420
  nChanged 284
		SP:Iteration 6Q (128660.510000 sec): 3 clusters
  Score: Raw -866569.819437 + Penalty 2935.299920 = -863634.519517
  nChanged 296
		SP:Iteration 7Q (128660.690000 sec): 3 clusters
  Score: Raw -866686.998268 + Penalty 2935.299920 = -863751.698348
  nChanged 277
		SP:Iteration 8Q (128660.890000 sec): 3 clusters
  Score: Raw -866802.989223 + Penalty 2935.299920 = -863867.689303
  nChanged 248
		SP:Iteration 9Q (128661.080000 sec): 3 clusters
  Score: Raw -866925.703207 + Penalty 2935.299920 = -863990.403287
  nChanged 232
		SP:Iteration 10Q (128661.320000 sec): 3 clusters
  Score: Raw -867043.661673 + Penalty 2935.299920 = -864108.361753
  nChanged 255
		SP:Iteration 11Q (128661.480000 sec): 3 clusters
  Score: Raw -867183.081744 + Penalty 2935.299920 = -864247.781824
  nChanged 281
		SP:Iteration 12Q (128661.670000 sec): 3 clusters
  Score: Raw -867326.375868 + Penalty 2935.299920 = -864391.075948
  nChanged 265
		SP:Iteration 13Q (128661.890000 sec): 3 clusters
  Score: Raw -867455.189080 + Penalty 2935.299920 = -864519.889160
  nChanged 218
		SP:Iteration 14Q (128662.100000 sec): 3 clusters
  Score: Raw -867560.160284 + Penalty 2935.299920 = -864624.860365
  nChanged 197
		SP:Iteration 15Q (128662.340000 sec): 3 clusters
  Score: Raw -867637.723241 + Penalty 2935.299920 = -864702.423321
  nChanged 164
		SP:Iteration 16Q (128662.560000 sec): 3 clusters
  Score: Raw -867700.156439 + Penalty 2935.299920 = -864764.856519
  nChanged 146
		SP:Iteration 17Q (128662.800000 sec): 3 clusters
  Score: Raw -867753.719490 + Penalty 2935.299920 = -864818.419571
  nChanged 142
		SP:Iteration 18Q (128663.010000 sec): 3 clusters
  Score: Raw -867803.277199 + Penalty 2935.299920 = -864867.977279
  nChanged 116
		SP:Iteration 19Q (128663.200000 sec): 3 clusters
  Score: Raw -867840.955814 + Penalty 2935.299920 = -864905.655894
  nChanged 107
		SP:Iteration 20F (128663.450000 sec): 3 clusters
  Score: Raw -867874.563666 + Penalty 2935.299920 = -864939.263747
  nChanged 103
		SP:Iteration 21Q (128663.620000 sec): 3 clusters
  Score: Raw -867904.875890 + Penalty 2935.299920 = -864969.575970
  nChanged 71
		SP:Iteration 22Q (128663.840000 sec): 3 clusters
  Score: Raw -867919.698173 + Penalty 2935.299920 = -864984.398253
  nChanged 58
		SP:Iteration 23Q (128664.070000 sec): 3 clusters
  Score: Raw -867930.822010 + Penalty 2935.299920 = -864995.522090
  nChanged 41
		SP:Iteration 24Q (128664.270000 sec): 3 clusters
  Score: Raw -867938.913017 + Penalty 2935.299920 = -865003.613097
  nChanged 39
		SP:Iteration 25Q (128664.450000 sec): 3 clusters
  Score: Raw -867947.126518 + Penalty 2935.299920 = -865011.826598
  nChanged 35
		SP:Iteration 26Q (128664.650000 sec): 3 clusters
  Score: Raw -867955.279422 + Penalty 2935.299920 = -865019.979502
  nChanged 35
		SP:Iteration 27Q (128664.850000 sec): 3 clusters
  Score: Raw -867962.148639 + Penalty 2935.299920 = -865026.848719
  nChanged 29
		SP:Iteration 28Q (128665.040000 sec): 3 clusters
  Score: Raw -867967.237727 + Penalty 2935.299920 = -865031.937808
  nChanged 26
		SP:Iteration 29Q (128665.200000 sec): 3 clusters
  Score: Raw -867972.032409 + Penalty 2935.299920 = -865036.732489
  nChanged 18
		SP:Iteration 30Q (128665.390000 sec): 3 clusters
  Score: Raw -867974.260476 + Penalty 2935.299920 = -865038.960556
  nChanged 15
		SP:Iteration 31Q (128665.620000 sec): 3 clusters
  Score: Raw -867976.564468 + Penalty 2935.299920 = -865041.264549
  nChanged 13
		SP:Iteration 32Q (128665.810000 sec): 3 clusters
  Score: Raw -867978.773747 + Penalty 2935.299920 = -865043.473828
  nChanged 20
		SP:Iteration 33Q (128665.990000 sec): 3 clusters
  Score: Raw -867982.149219 + Penalty 2935.299920 = -865046.849300
  nChanged 21
		SP:Iteration 34Q (128666.190000 sec): 3 clusters
  Score: Raw -867985.346730 + Penalty 2935.299920 = -865050.046810
  nChanged 17
		SP:Iteration 35Q (128666.400000 sec): 3 clusters
  Score: Raw -867988.237488 + Penalty 2935.299920 = -865052.937568
  nChanged 20
		SP:Iteration 36Q (128666.560000 sec): 3 clusters
  Score: Raw -867991.899071 + Penalty 2935.299920 = -865056.599151
  nChanged 22
		SP:Iteration 37Q (128666.810000 sec): 3 clusters
  Score: Raw -867995.714116 + Penalty 2935.299920 = -865060.414196
  nChanged 16
		SP:Iteration 38Q (128666.920000 sec): 3 clusters
  Score: Raw -867998.385777 + Penalty 2935.299920 = -865063.085857
  nChanged 20
		SP:Iteration 39Q (128667.170000 sec): 3 clusters
  Score: Raw -868001.944761 + Penalty 2935.299920 = -865066.644841
  nChanged 18
		SP:Iteration 40F (128667.340000 sec): 3 clusters
  Score: Raw -868005.112315 + Penalty 2935.299920 = -865069.812396
  nChanged 12
		SP:Iteration 41Q (128667.580000 sec): 3 clusters
  Score: Raw -868007.638803 + Penalty 2935.299920 = -865072.338883
  nChanged 17
		SP:Iteration 42Q (128667.770000 sec): 3 clusters
  Score: Raw -868010.991243 + Penalty 2935.299920 = -865075.691324
  nChanged 15
		SP:Iteration 43Q (128667.980000 sec): 3 clusters
  Score: Raw -868013.374312 + Penalty 2935.299920 = -865078.074392
  nChanged 10
		SP:Iteration 44Q (128668.220000 sec): 3 clusters
  Score: Raw -868014.857093 + Penalty 2935.299920 = -865079.557173
  nChanged 11
		SP:Iteration 45Q (128668.450000 sec): 3 clusters
  Score: Raw -868016.463291 + Penalty 2935.299920 = -865081.163372
  nChanged 9
		SP:Iteration 46Q (128668.630000 sec): 3 clusters
  Score: Raw -868018.143849 + Penalty 2935.299920 = -865082.843930
  nChanged 12
		SP:Iteration 47Q (128668.870000 sec): 3 clusters
  Score: Raw -868020.368941 + Penalty 2935.299920 = -865085.069021
  nChanged 11
		SP:Iteration 48Q (128669.060000 sec): 3 clusters
  Score: Raw -868022.004865 + Penalty 2935.299920 = -865086.704945
  nChanged 9
		SP:Iteration 49Q (128669.270000 sec): 3 clusters
  Score: Raw -868022.776357 + Penalty 2935.299920 = -865087.476437
  nChanged 8
		SP:Iteration 50Q (128669.490000 sec): 3 clusters
  Score: Raw -868023.496022 + Penalty 2935.299920 = -865088.196103
  nChanged 6
		SP:Iteration 51Q (128669.680000 sec): 3 clusters
  Score: Raw -868024.289677 + Penalty 2935.299920 = -865088.989757
  nChanged 5
		SP:Iteration 52Q (128669.880000 sec): 3 clusters
  Score: Raw -868024.886797 + Penalty 2935.299920 = -865089.586877
  nChanged 6
		SP:Iteration 53Q (128670.060000 sec): 3 clusters
  Score: Raw -868025.452612 + Penalty 2935.299920 = -865090.152692
  nChanged 2
		SP:Iteration 54Q (128670.270000 sec): 3 clusters
  Score: Raw -868025.671164 + Penalty 2935.299920 = -865090.371244
  nChanged 1
		SP:Iteration 55Q (128670.490000 sec): 3 clusters
  Score: Raw -868025.854790 + Penalty 2935.299920 = -865090.554870
  nChanged 2
		SP:Iteration 56Q (128670.670000 sec): 3 clusters
  Score: Raw -868025.994140 + Penalty 2935.299920 = -865090.694221
  nChanged 1
		SP:Iteration 57Q (128670.900000 sec): 3 clusters
  Score: Raw -868026.256671 + Penalty 2935.299920 = -865090.956751
  nChanged 3
		SP:Iteration 58Q (128671.130000 sec): 3 clusters
  Score: Raw -868026.738719 + Penalty 2935.299920 = -865091.438799
  nChanged 5
		SP:Iteration 59Q (128671.330000 sec): 3 clusters
  Score: Raw -868027.366233 + Penalty 2935.299920 = -865092.066313
  nChanged 5
		SP:Iteration 60F (128671.560000 sec): 3 clusters
  Score: Raw -868027.885204 + Penalty 2935.299920 = -865092.585285
  nChanged 3
		SP:Iteration 61Q (128671.720000 sec): 3 clusters
  Score: Raw -868028.230009 + Penalty 2935.299920 = -865092.930090
  nChanged 7
		SP:Iteration 62Q (128671.940000 sec): 3 clusters
  Score: Raw -868029.409773 + Penalty 2935.299920 = -865094.109854
  nChanged 6
		SP:Iteration 63Q (128672.150000 sec): 3 clusters
  Score: Raw -868030.156767 + Penalty 2935.299920 = -865094.856848
  nChanged 5
		SP:Iteration 64Q (128672.350000 sec): 3 clusters
  Score: Raw -868030.793945 + Penalty 2935.299920 = -865095.494026
  nChanged 4
		SP:Iteration 65Q (128672.580000 sec): 3 clusters
  Score: Raw -868031.089989 + Penalty 2935.299920 = -865095.790069
  nChanged 0
		SP:Iteration 66F (128672.760000 sec): 3 clusters
  Score: Raw -868031.089989 + Penalty 2935.299920 = -865095.790069
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128672.850000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128673.030000 sec): 3 clusters
  Score: Raw -16223.798222 + Penalty 1661.396031 = -14562.402191
  nChanged 19
		SP:Iteration 1F (128673.200000 sec): 3 clusters
  Score: Raw -16304.018512 + Penalty 1661.396031 = -14642.622481
  nChanged 15
		SP:Iteration 2F (128673.330000 sec): 3 clusters
  Score: Raw -16396.263948 + Penalty 1661.396031 = -14734.867917
  nChanged 7
		SP:Iteration 3Q (128673.470000 sec): 3 clusters
  Score: Raw -16428.309525 + Penalty 1661.396031 = -14766.913493
  nChanged 2
		SP:Iteration 4Q (128673.660000 sec): 3 clusters
  Score: Raw -16443.235764 + Penalty 1661.396031 = -14781.839733
  nChanged 0
		SP:Iteration 5F (128673.810000 sec): 3 clusters
  Score: Raw -16443.235764 + Penalty 1661.396031 = -14781.839733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128673.930000 sec): 2 clusters
  Score: Raw -507917.164751 + Penalty 1370.529704 = -506546.635047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128674.060000 sec): 3 clusters
  Score: Raw -505571.238597 + Penalty 2741.059409 = -502830.179188
  nChanged 1869
		SP:Iteration 1F (128674.320000 sec): 3 clusters
  Score: Raw -506583.664819 + Penalty 2741.059409 = -503842.605410
  nChanged 306
		SP:Iteration 2F (128674.500000 sec): 3 clusters
  Score: Raw -506738.713875 + Penalty 2741.059409 = -503997.654466
  nChanged 237
		SP:Iteration 3F (128674.720000 sec): 3 clusters
  Score: Raw -506844.228046 + Penalty 2741.059409 = -504103.168637
  nChanged 171
		SP:Iteration 4Q (128674.880000 sec): 3 clusters
  Score: Raw -506921.462628 + Penalty 2741.059409 = -504180.403220
  nChanged 155
		SP:Iteration 5Q (128675.090000 sec): 3 clusters
  Score: Raw -506989.712298 + Penalty 2741.059409 = -504248.652889
  nChanged 144
		SP:Iteration 6Q (128675.280000 sec): 3 clusters
  Score: Raw -507064.579270 + Penalty 2741.059409 = -504323.519862
  nChanged 161
		SP:Iteration 7Q (128675.450000 sec): 3 clusters
  Score: Raw -507153.597718 + Penalty 2741.059409 = -504412.538309
  nChanged 171
		SP:Iteration 8Q (128675.640000 sec): 3 clusters
  Score: Raw -507256.578620 + Penalty 2741.059409 = -504515.519211
  nChanged 186
		SP:Iteration 9Q (128675.830000 sec): 3 clusters
  Score: Raw -507373.199535 + Penalty 2741.059409 = -504632.140127
  nChanged 172
		SP:Iteration 10Q (128676.020000 sec): 3 clusters
  Score: Raw -507490.683613 + Penalty 2741.059409 = -504749.624204
  nChanged 173
		SP:Iteration 11Q (128676.240000 sec): 3 clusters
  Score: Raw -507612.755124 + Penalty 2741.059409 = -504871.695715
  nChanged 147
		SP:Iteration 12Q (128676.430000 sec): 3 clusters
  Score: Raw -507722.535146 + Penalty 2741.059409 = -504981.475737
  nChanged 134
		SP:Iteration 13Q (128676.630000 sec): 3 clusters
  Score: Raw -507823.164298 + Penalty 2741.059409 = -505082.104889
  nChanged 96
		SP:Iteration 14Q (128676.800000 sec): 3 clusters
  Score: Raw -507900.186396 + Penalty 2741.059409 = -505159.126987
  nChanged 88
		SP:Iteration 15Q (128677.030000 sec): 3 clusters
  Score: Raw -507963.308723 + Penalty 2741.059409 = -505222.249314
  nChanged 54
		SP:Iteration 16Q (128677.210000 sec): 3 clusters
  Score: Raw -507999.861531 + Penalty 2741.059409 = -505258.802122
  nChanged 33
		SP:Iteration 17Q (128677.360000 sec): 3 clusters
  Score: Raw -508020.401643 + Penalty 2741.059409 = -505279.342235
  nChanged 23
		SP:Iteration 18Q (128677.550000 sec): 3 clusters
  Score: Raw -508036.138202 + Penalty 2741.059409 = -505295.078794
  nChanged 18
		SP:Iteration 19Q (128677.780000 sec): 3 clusters
  Score: Raw -508048.084646 + Penalty 2741.059409 = -505307.025238
  nChanged 15
		SP:Iteration 20F (128677.950000 sec): 3 clusters
  Score: Raw -508060.828424 + Penalty 2741.059409 = -505319.769015
  nChanged 15
		SP:Iteration 21Q (128678.200000 sec): 3 clusters
  Score: Raw -508069.788781 + Penalty 2741.059409 = -505328.729372
  nChanged 13
		SP:Iteration 22Q (128678.380000 sec): 3 clusters
  Score: Raw -508076.741051 + Penalty 2741.059409 = -505335.681642
  nChanged 8
		SP:Iteration 23Q (128678.610000 sec): 3 clusters
  Score: Raw -508080.768482 + Penalty 2741.059409 = -505339.709073
  nChanged 5
		SP:Iteration 24Q (128678.780000 sec): 3 clusters
  Score: Raw -508085.164597 + Penalty 2741.059409 = -505344.105188
  nChanged 5
		SP:Iteration 25Q (128678.940000 sec): 3 clusters
  Score: Raw -508087.879137 + Penalty 2741.059409 = -505346.819728
  nChanged 2
		SP:Iteration 26Q (128679.100000 sec): 3 clusters
  Score: Raw -508089.602695 + Penalty 2741.059409 = -505348.543286
  nChanged 1
		SP:Iteration 27Q (128679.220000 sec): 3 clusters
  Score: Raw -508090.334222 + Penalty 2741.059409 = -505349.274813
  nChanged 1
		SP:Iteration 28Q (128679.390000 sec): 3 clusters
  Score: Raw -508090.950592 + Penalty 2741.059409 = -505349.891184
  nChanged 1
		SP:Iteration 29Q (128679.580000 sec): 3 clusters
  Score: Raw -508091.374855 + Penalty 2741.059409 = -505350.315446
  nChanged 1
		SP:Iteration 30Q (128679.760000 sec): 3 clusters
  Score: Raw -508092.184834 + Penalty 2741.059409 = -505351.125425
  nChanged 3
		SP:Iteration 31Q (128679.960000 sec): 3 clusters
  Score: Raw -508099.387030 + Penalty 2741.059409 = -505358.327621
  nChanged 7
		SP:Iteration 32Q (128680.180000 sec): 3 clusters
  Score: Raw -508108.162855 + Penalty 2741.059409 = -505367.103446
  nChanged 6
		SP:Iteration 33Q (128680.360000 sec): 3 clusters
  Score: Raw -508112.883900 + Penalty 2741.059409 = -505371.824491
  nChanged 7
		SP:Iteration 34Q (128680.540000 sec): 3 clusters
  Score: Raw -508117.548422 + Penalty 2741.059409 = -505376.489013
  nChanged 5
		SP:Iteration 35Q (128680.700000 sec): 3 clusters
  Score: Raw -508123.186770 + Penalty 2741.059409 = -505382.127362
  nChanged 7
		SP:Iteration 36Q (128680.870000 sec): 3 clusters
  Score: Raw -508126.819868 + Penalty 2741.059409 = -505385.760459
  nChanged 1
		SP:Iteration 37Q (128681.040000 sec): 3 clusters
  Score: Raw -508127.494026 + Penalty 2741.059409 = -505386.434617
  nChanged 0
		SP:Iteration 38F (128681.200000 sec): 3 clusters
  Score: Raw -508127.494026 + Penalty 2741.059409 = -505386.434617
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128681.350000 sec): 2 clusters
  Score: Raw -325510.946601 + Penalty 1298.963249 = -324211.983352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128681.530000 sec): 3 clusters
  Score: Raw -324113.543649 + Penalty 2597.926498 = -321515.617151
  nChanged 1119
		SP:Iteration 1F (128681.680000 sec): 3 clusters
  Score: Raw -324752.077115 + Penalty 2597.926498 = -322154.150617
  nChanged 219
		SP:Iteration 2F (128681.800000 sec): 3 clusters
  Score: Raw -324887.716637 + Penalty 2597.926498 = -322289.790138
  nChanged 152
		SP:Iteration 3F (128681.930000 sec): 3 clusters
  Score: Raw -324983.094727 + Penalty 2597.926498 = -322385.168229
  nChanged 137
		SP:Iteration 4Q (128682.090000 sec): 3 clusters
  Score: Raw -325076.774507 + Penalty 2597.926498 = -322478.848009
  nChanged 117
		SP:Iteration 5Q (128682.300000 sec): 3 clusters
  Score: Raw -325153.122415 + Penalty 2597.926498 = -322555.195917
  nChanged 102
		SP:Iteration 6Q (128682.470000 sec): 3 clusters
  Score: Raw -325230.299989 + Penalty 2597.926498 = -322632.373491
  nChanged 93
		SP:Iteration 7Q (128682.670000 sec): 3 clusters
  Score: Raw -325290.855715 + Penalty 2597.926498 = -322692.929217
  nChanged 85
		SP:Iteration 8Q (128682.840000 sec): 3 clusters
  Score: Raw -325352.212095 + Penalty 2597.926498 = -322754.285597
  nChanged 76
		SP:Iteration 9Q (128683.050000 sec): 3 clusters
  Score: Raw -325419.365607 + Penalty 2597.926498 = -322821.439109
  nChanged 75
		SP:Iteration 10Q (128683.220000 sec): 3 clusters
  Score: Raw -325484.593541 + Penalty 2597.926498 = -322886.667042
  nChanged 55
		SP:Iteration 11Q (128683.400000 sec): 3 clusters
  Score: Raw -325533.218220 + Penalty 2597.926498 = -322935.291722
  nChanged 45
		SP:Iteration 12Q (128683.600000 sec): 3 clusters
  Score: Raw -325572.337913 + Penalty 2597.926498 = -322974.411415
  nChanged 26
		SP:Iteration 13Q (128683.740000 sec): 3 clusters
  Score: Raw -325599.252109 + Penalty 2597.926498 = -323001.325611
  nChanged 24
		SP:Iteration 14Q (128683.880000 sec): 3 clusters
  Score: Raw -325620.343788 + Penalty 2597.926498 = -323022.417290
  nChanged 22
		SP:Iteration 15Q (128684.070000 sec): 3 clusters
  Score: Raw -325638.565471 + Penalty 2597.926498 = -323040.638973
  nChanged 18
		SP:Iteration 16Q (128684.280000 sec): 3 clusters
  Score: Raw -325654.266203 + Penalty 2597.926498 = -323056.339705
  nChanged 10
		SP:Iteration 17Q (128684.420000 sec): 3 clusters
  Score: Raw -325664.031927 + Penalty 2597.926498 = -323066.105428
  nChanged 11
		SP:Iteration 18Q (128684.600000 sec): 3 clusters
  Score: Raw -325674.257934 + Penalty 2597.926498 = -323076.331436
  nChanged 9
		SP:Iteration 19Q (128684.760000 sec): 3 clusters
  Score: Raw -325684.707258 + Penalty 2597.926498 = -323086.780760
  nChanged 10
		SP:Iteration 20F (128685.000000 sec): 3 clusters
  Score: Raw -325695.568485 + Penalty 2597.926498 = -323097.641987
  nChanged 7
		SP:Iteration 21Q (128685.150000 sec): 3 clusters
  Score: Raw -325702.123999 + Penalty 2597.926498 = -323104.197501
  nChanged 4
		SP:Iteration 22Q (128685.390000 sec): 3 clusters
  Score: Raw -325704.784387 + Penalty 2597.926498 = -323106.857888
  nChanged 1
		SP:Iteration 23Q (128685.560000 sec): 3 clusters
  Score: Raw -325705.260337 + Penalty 2597.926498 = -323107.333838
  nChanged 0
		SP:Iteration 24F (128685.720000 sec): 3 clusters
  Score: Raw -325705.260337 + Penalty 2597.926498 = -323107.333838
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128685.920000 sec): 2 clusters
  Score: Raw -2189853.799824 + Penalty 1608.689895 = -2188245.109929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128686.190000 sec): 3 clusters
  Score: Raw -2177712.096335 + Penalty 3217.379790 = -2174494.716546
  nChanged 9069
		SP:Iteration 1F (128686.480000 sec): 3 clusters
  Score: Raw -2182679.755426 + Penalty 3217.379790 = -2179462.375637
  nChanged 953
		SP:Iteration 2Q (128686.790000 sec): 3 clusters
  Score: Raw -2183030.213242 + Penalty 3217.379790 = -2179812.833453
  nChanged 936
		SP:Iteration 3Q (128687.040000 sec): 3 clusters
  Score: Raw -2183440.160995 + Penalty 3217.379790 = -2180222.781205
  nChanged 956
		SP:Iteration 4Q (128687.370000 sec): 3 clusters
  Score: Raw -2183971.513130 + Penalty 3217.379790 = -2180754.133340
  nChanged 1183
		SP:Iteration 5F (128687.620000 sec): 3 clusters
  Score: Raw -2184791.289274 + Penalty 3217.379790 = -2181573.909484
  nChanged 1472
		SP:Iteration 6F (128687.840000 sec): 3 clusters
  Score: Raw -2186042.221118 + Penalty 3217.379790 = -2182824.841329
  nChanged 1623
		SP:Iteration 7F (128688.140000 sec): 3 clusters
  Score: Raw -2187611.164904 + Penalty 3217.379790 = -2184393.785114
  nChanged 1519
		SP:Iteration 8F (128688.450000 sec): 3 clusters
  Score: Raw -2189164.691658 + Penalty 3217.379790 = -2185947.311868
  nChanged 1107
		SP:Iteration 9F (128688.730000 sec): 3 clusters
  Score: Raw -2190060.168674 + Penalty 3217.379790 = -2186842.788885
  nChanged 605
		SP:Iteration 10Q (128689.030000 sec): 3 clusters
  Score: Raw -2190427.623274 + Penalty 3217.379790 = -2187210.243485
  nChanged 350
		SP:Iteration 11Q (128689.310000 sec): 3 clusters
  Score: Raw -2190610.836891 + Penalty 3217.379790 = -2187393.457101
  nChanged 269
		SP:Iteration 12Q (128689.570000 sec): 3 clusters
  Score: Raw -2190725.864430 + Penalty 3217.379790 = -2187508.484640
  nChanged 204
		SP:Iteration 13Q (128689.850000 sec): 3 clusters
  Score: Raw -2190787.733907 + Penalty 3217.379790 = -2187570.354117
  nChanged 141
		SP:Iteration 14Q (128690.120000 sec): 3 clusters
  Score: Raw -2190818.590579 + Penalty 3217.379790 = -2187601.210790
  nChanged 94
		SP:Iteration 15Q (128690.400000 sec): 3 clusters
  Score: Raw -2190835.045372 + Penalty 3217.379790 = -2187617.665582
  nChanged 71
		SP:Iteration 16Q (128690.660000 sec): 3 clusters
  Score: Raw -2190847.645234 + Penalty 3217.379790 = -2187630.265444
  nChanged 71
		SP:Iteration 17Q (128690.950000 sec): 3 clusters
  Score: Raw -2190857.999077 + Penalty 3217.379790 = -2187640.619287
  nChanged 50
		SP:Iteration 18Q (128691.200000 sec): 3 clusters
  Score: Raw -2190864.849025 + Penalty 3217.379790 = -2187647.469236
  nChanged 45
		SP:Iteration 19Q (128691.480000 sec): 3 clusters
  Score: Raw -2190870.845758 + Penalty 3217.379790 = -2187653.465969
  nChanged 37
		SP:Iteration 20F (128691.790000 sec): 3 clusters
  Score: Raw -2190875.135671 + Penalty 3217.379790 = -2187657.755882
  nChanged 40
		SP:Iteration 21Q (128692.050000 sec): 3 clusters
  Score: Raw -2190880.666977 + Penalty 3217.379790 = -2187663.287187
  nChanged 31
		SP:Iteration 22Q (128692.310000 sec): 3 clusters
  Score: Raw -2190885.118481 + Penalty 3217.379790 = -2187667.738691
  nChanged 22
		SP:Iteration 23Q (128692.570000 sec): 3 clusters
  Score: Raw -2190887.718057 + Penalty 3217.379790 = -2187670.338268
  nChanged 16
		SP:Iteration 24Q (128692.830000 sec): 3 clusters
  Score: Raw -2190889.329264 + Penalty 3217.379790 = -2187671.949474
  nChanged 20
		SP:Iteration 25Q (128693.090000 sec): 3 clusters
  Score: Raw -2190891.637314 + Penalty 3217.379790 = -2187674.257525
  nChanged 17
		SP:Iteration 26Q (128693.400000 sec): 3 clusters
  Score: Raw -2190893.438652 + Penalty 3217.379790 = -2187676.058862
  nChanged 20
		SP:Iteration 27Q (128693.730000 sec): 3 clusters
  Score: Raw -2190895.698523 + Penalty 3217.379790 = -2187678.318733
  nChanged 17
		SP:Iteration 28Q (128693.990000 sec): 3 clusters
  Score: Raw -2190897.023970 + Penalty 3217.379790 = -2187679.644180
  nChanged 10
		SP:Iteration 29Q (128694.280000 sec): 3 clusters
  Score: Raw -2190897.857166 + Penalty 3217.379790 = -2187680.477376
  nChanged 8
		SP:Iteration 30Q (128694.550000 sec): 3 clusters
  Score: Raw -2190898.521321 + Penalty 3217.379790 = -2187681.141531
  nChanged 13
		SP:Iteration 31Q (128694.850000 sec): 3 clusters
  Score: Raw -2190899.778631 + Penalty 3217.379790 = -2187682.398841
  nChanged 10
		SP:Iteration 32Q (128695.150000 sec): 3 clusters
  Score: Raw -2190900.746551 + Penalty 3217.379790 = -2187683.366761
  nChanged 10
		SP:Iteration 33Q (128695.410000 sec): 3 clusters
  Score: Raw -2190901.706259 + Penalty 3217.379790 = -2187684.326469
  nChanged 8
		SP:Iteration 34Q (128695.690000 sec): 3 clusters
  Score: Raw -2190902.332857 + Penalty 3217.379790 = -2187684.953067
  nChanged 4
		SP:Iteration 35Q (128695.980000 sec): 3 clusters
  Score: Raw -2190902.627937 + Penalty 3217.379790 = -2187685.248147
  nChanged 3
		SP:Iteration 36Q (128696.300000 sec): 3 clusters
  Score: Raw -2190902.831926 + Penalty 3217.379790 = -2187685.452136
  nChanged 3
		SP:Iteration 37Q (128696.530000 sec): 3 clusters
  Score: Raw -2190903.194324 + Penalty 3217.379790 = -2187685.814534
  nChanged 5
		SP:Iteration 38Q (128696.820000 sec): 3 clusters
  Score: Raw -2190903.737519 + Penalty 3217.379790 = -2187686.357729
  nChanged 7
		SP:Iteration 39Q (128697.050000 sec): 3 clusters
  Score: Raw -2190904.765041 + Penalty 3217.379790 = -2187687.385251
  nChanged 8
		SP:Iteration 40F (128697.330000 sec): 3 clusters
  Score: Raw -2190905.549484 + Penalty 3217.379790 = -2187688.169694
  nChanged 10
		SP:Iteration 41Q (128697.640000 sec): 3 clusters
  Score: Raw -2190906.564619 + Penalty 3217.379790 = -2187689.184829
  nChanged 14
		SP:Iteration 42Q (128697.850000 sec): 3 clusters
  Score: Raw -2190908.169510 + Penalty 3217.379790 = -2187690.789721
  nChanged 6
		SP:Iteration 43Q (128698.120000 sec): 3 clusters
  Score: Raw -2190908.974338 + Penalty 3217.379790 = -2187691.594548
  nChanged 6
		SP:Iteration 44Q (128698.430000 sec): 3 clusters
  Score: Raw -2190909.532708 + Penalty 3217.379790 = -2187692.152918
  nChanged 6
		SP:Iteration 45Q (128698.670000 sec): 3 clusters
  Score: Raw -2190910.112897 + Penalty 3217.379790 = -2187692.733107
  nChanged 11
		SP:Iteration 46Q (128699.010000 sec): 3 clusters
  Score: Raw -2190910.941838 + Penalty 3217.379790 = -2187693.562048
  nChanged 5
		SP:Iteration 47Q (128699.250000 sec): 3 clusters
  Score: Raw -2190911.345214 + Penalty 3217.379790 = -2187693.965424
  nChanged 6
		SP:Iteration 48Q (128699.540000 sec): 3 clusters
  Score: Raw -2190911.604354 + Penalty 3217.379790 = -2187694.224564
  nChanged 5
		SP:Iteration 49Q (128699.830000 sec): 3 clusters
  Score: Raw -2190911.955524 + Penalty 3217.379790 = -2187694.575734
  nChanged 3
		SP:Iteration 50Q (128700.080000 sec): 3 clusters
  Score: Raw -2190912.180812 + Penalty 3217.379790 = -2187694.801022
  nChanged 5
		SP:Iteration 51Q (128700.340000 sec): 3 clusters
  Score: Raw -2190912.568625 + Penalty 3217.379790 = -2187695.188836
  nChanged 2
		SP:Iteration 52Q (128700.570000 sec): 3 clusters
  Score: Raw -2190912.734491 + Penalty 3217.379790 = -2187695.354702
  nChanged 2
		SP:Iteration 53Q (128700.880000 sec): 3 clusters
  Score: Raw -2190912.902771 + Penalty 3217.379790 = -2187695.522981
  nChanged 2
		SP:Iteration 54Q (128701.140000 sec): 3 clusters
  Score: Raw -2190913.059401 + Penalty 3217.379790 = -2187695.679611
  nChanged 5
		SP:Iteration 55Q (128701.420000 sec): 3 clusters
  Score: Raw -2190913.349973 + Penalty 3217.379790 = -2187695.970183
  nChanged 2
		SP:Iteration 56Q (128701.700000 sec): 3 clusters
  Score: Raw -2190913.567008 + Penalty 3217.379790 = -2187696.187218
  nChanged 4
		SP:Iteration 57Q (128701.990000 sec): 3 clusters
  Score: Raw -2190913.729492 + Penalty 3217.379790 = -2187696.349702
  nChanged 2
		SP:Iteration 58Q (128702.280000 sec): 3 clusters
  Score: Raw -2190913.872618 + Penalty 3217.379790 = -2187696.492828
  nChanged 0
		SP:Iteration 59F (128702.530000 sec): 3 clusters
  Score: Raw -2190913.872618 + Penalty 3217.379790 = -2187696.492828
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128702.620000 sec): 2 clusters
  Score: Raw -479631.585429 + Penalty 1364.191653 = -478267.393776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128702.780000 sec): 3 clusters
  Score: Raw -477410.752832 + Penalty 2728.383306 = -474682.369526
  nChanged 1727
		SP:Iteration 1F (128702.990000 sec): 3 clusters
  Score: Raw -478563.897882 + Penalty 2728.383306 = -475835.514576
  nChanged 432
		SP:Iteration 2F (128703.130000 sec): 3 clusters
  Score: Raw -478947.203197 + Penalty 2728.383306 = -476218.819891
  nChanged 359
		SP:Iteration 3F (128703.320000 sec): 3 clusters
  Score: Raw -479317.155624 + Penalty 2728.383306 = -476588.772318
  nChanged 346
		SP:Iteration 4F (128703.490000 sec): 3 clusters
  Score: Raw -479687.753527 + Penalty 2728.383306 = -476959.370221
  nChanged 288
		SP:Iteration 5F (128703.720000 sec): 3 clusters
  Score: Raw -479935.807939 + Penalty 2728.383306 = -477207.424633
  nChanged 187
		SP:Iteration 6Q (128703.930000 sec): 3 clusters
  Score: Raw -480057.803740 + Penalty 2728.383306 = -477329.420434
  nChanged 141
		SP:Iteration 7Q (128704.140000 sec): 3 clusters
  Score: Raw -480145.911023 + Penalty 2728.383306 = -477417.527717
  nChanged 108
		SP:Iteration 8Q (128704.310000 sec): 3 clusters
  Score: Raw -480198.038789 + Penalty 2728.383306 = -477469.655483
  nChanged 73
		SP:Iteration 9Q (128704.500000 sec): 3 clusters
  Score: Raw -480231.553917 + Penalty 2728.383306 = -477503.170611
  nChanged 67
		SP:Iteration 10Q (128704.680000 sec): 3 clusters
  Score: Raw -480256.264252 + Penalty 2728.383306 = -477527.880946
  nChanged 44
		SP:Iteration 11Q (128704.900000 sec): 3 clusters
  Score: Raw -480272.413881 + Penalty 2728.383306 = -477544.030574
  nChanged 28
		SP:Iteration 12Q (128705.100000 sec): 3 clusters
  Score: Raw -480279.625479 + Penalty 2728.383306 = -477551.242173
  nChanged 18
		SP:Iteration 13Q (128705.290000 sec): 3 clusters
  Score: Raw -480283.866929 + Penalty 2728.383306 = -477555.483623
  nChanged 9
		SP:Iteration 14Q (128705.450000 sec): 3 clusters
  Score: Raw -480286.037851 + Penalty 2728.383306 = -477557.654545
  nChanged 5
		SP:Iteration 15Q (128705.650000 sec): 3 clusters
  Score: Raw -480287.491049 + Penalty 2728.383306 = -477559.107743
  nChanged 6
		SP:Iteration 16Q (128705.810000 sec): 3 clusters
  Score: Raw -480288.452983 + Penalty 2728.383306 = -477560.069677
  nChanged 4
		SP:Iteration 17Q (128706.040000 sec): 3 clusters
  Score: Raw -480289.336449 + Penalty 2728.383306 = -477560.953143
  nChanged 4
		SP:Iteration 18Q (128706.240000 sec): 3 clusters
  Score: Raw -480290.282350 + Penalty 2728.383306 = -477561.899043
  nChanged 1
		SP:Iteration 19Q (128706.410000 sec): 3 clusters
  Score: Raw -480290.524556 + Penalty 2728.383306 = -477562.141249
  nChanged 1
		SP:Iteration 20F (128706.570000 sec): 3 clusters
  Score: Raw -480290.682022 + Penalty 2728.383306 = -477562.298715
  nChanged 3
		SP:Iteration 21Q (128706.790000 sec): 3 clusters
  Score: Raw -480291.329103 + Penalty 2728.383306 = -477562.945797
  nChanged 1
		SP:Iteration 22Q (128706.970000 sec): 3 clusters
  Score: Raw -480291.513862 + Penalty 2728.383306 = -477563.130555
  nChanged 1
		SP:Iteration 23Q (128707.170000 sec): 3 clusters
  Score: Raw -480291.624841 + Penalty 2728.383306 = -477563.241534
  nChanged 0
		SP:Iteration 24F (128707.370000 sec): 3 clusters
  Score: Raw -480291.624841 + Penalty 2728.383306 = -477563.241534
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128707.550000 sec): 2 clusters
  Score: Raw -1023940.287513 + Penalty 1486.158130 = -1022454.129382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128707.770000 sec): 3 clusters
  Score: Raw -1018649.368770 + Penalty 2972.316261 = -1015677.052509
  nChanged 4047
		SP:Iteration 1F (128707.970000 sec): 3 clusters
  Score: Raw -1020912.991124 + Penalty 2972.316261 = -1017940.674863
  nChanged 669
		SP:Iteration 2F (128708.170000 sec): 3 clusters
  Score: Raw -1021284.252079 + Penalty 2972.316261 = -1018311.935818
  nChanged 580
		SP:Iteration 3F (128708.370000 sec): 3 clusters
  Score: Raw -1021629.446958 + Penalty 2972.316261 = -1018657.130697
  nChanged 540
		SP:Iteration 4F (128708.550000 sec): 3 clusters
  Score: Raw -1021972.115225 + Penalty 2972.316261 = -1018999.798964
  nChanged 492
		SP:Iteration 5F (128708.770000 sec): 3 clusters
  Score: Raw -1022327.556207 + Penalty 2972.316261 = -1019355.239946
  nChanged 484
		SP:Iteration 6F (128708.980000 sec): 3 clusters
  Score: Raw -1022748.176545 + Penalty 2972.316261 = -1019775.860284
  nChanged 424
		SP:Iteration 7Q (128709.150000 sec): 3 clusters
  Score: Raw -1023125.730520 + Penalty 2972.316261 = -1020153.414260
  nChanged 343
		SP:Iteration 8Q (128709.370000 sec): 3 clusters
  Score: Raw -1023410.243919 + Penalty 2972.316261 = -1020437.927658
  nChanged 291
		SP:Iteration 9Q (128709.570000 sec): 3 clusters
  Score: Raw -1023658.558733 + Penalty 2972.316261 = -1020686.242472
  nChanged 249
		SP:Iteration 10Q (128709.790000 sec): 3 clusters
  Score: Raw -1023872.400099 + Penalty 2972.316261 = -1020900.083838
  nChanged 221
		SP:Iteration 11Q (128710.040000 sec): 3 clusters
  Score: Raw -1024052.500304 + Penalty 2972.316261 = -1021080.184043
  nChanged 178
		SP:Iteration 12Q (128710.260000 sec): 3 clusters
  Score: Raw -1024181.138299 + Penalty 2972.316261 = -1021208.822038
  nChanged 142
		SP:Iteration 13Q (128710.430000 sec): 3 clusters
  Score: Raw -1024277.335325 + Penalty 2972.316261 = -1021305.019064
  nChanged 118
		SP:Iteration 14Q (128710.630000 sec): 3 clusters
  Score: Raw -1024342.148508 + Penalty 2972.316261 = -1021369.832247
  nChanged 78
		SP:Iteration 15Q (128710.870000 sec): 3 clusters
  Score: Raw -1024386.171390 + Penalty 2972.316261 = -1021413.855129
  nChanged 57
		SP:Iteration 16Q (128711.060000 sec): 3 clusters
  Score: Raw -1024414.574355 + Penalty 2972.316261 = -1021442.258094
  nChanged 44
		SP:Iteration 17Q (128711.250000 sec): 3 clusters
  Score: Raw -1024433.189293 + Penalty 2972.316261 = -1021460.873032
  nChanged 36
		SP:Iteration 18Q (128711.460000 sec): 3 clusters
  Score: Raw -1024444.820400 + Penalty 2972.316261 = -1021472.504139
  nChanged 30
		SP:Iteration 19Q (128711.680000 sec): 3 clusters
  Score: Raw -1024452.802512 + Penalty 2972.316261 = -1021480.486251
  nChanged 16
		SP:Iteration 20F (128711.880000 sec): 3 clusters
  Score: Raw -1024456.810062 + Penalty 2972.316261 = -1021484.493801
  nChanged 11
		SP:Iteration 21Q (128712.090000 sec): 3 clusters
  Score: Raw -1024459.132092 + Penalty 2972.316261 = -1021486.815831
  nChanged 7
		SP:Iteration 22Q (128712.300000 sec): 3 clusters
  Score: Raw -1024460.145843 + Penalty 2972.316261 = -1021487.829583
  nChanged 2
		SP:Iteration 23Q (128712.510000 sec): 3 clusters
  Score: Raw -1024460.414807 + Penalty 2972.316261 = -1021488.098547
  nChanged 2
		SP:Iteration 24Q (128712.700000 sec): 3 clusters
  Score: Raw -1024461.006555 + Penalty 2972.316261 = -1021488.690294
  nChanged 1
		SP:Iteration 25Q (128712.900000 sec): 3 clusters
  Score: Raw -1024461.084682 + Penalty 2972.316261 = -1021488.768421
  nChanged 2
		SP:Iteration 26Q (128713.090000 sec): 3 clusters
  Score: Raw -1024461.452695 + Penalty 2972.316261 = -1021489.136435
  nChanged 3
		SP:Iteration 27Q (128713.320000 sec): 3 clusters
  Score: Raw -1024461.875184 + Penalty 2972.316261 = -1021489.558924
  nChanged 0
		SP:Iteration 28F (128713.530000 sec): 3 clusters
  Score: Raw -1024461.875184 + Penalty 2972.316261 = -1021489.558924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (10904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128713.640000 sec): 2 clusters
  Score: Raw -1092030.391685 + Penalty 1510.743808 = -1090519.647877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128713.840000 sec): 3 clusters
  Score: Raw -1085792.184895 + Penalty 3021.487616 = -1082770.697278
  nChanged 4709
		SP:Iteration 1F (128714.040000 sec): 3 clusters
  Score: Raw -1088438.776159 + Penalty 3021.487616 = -1085417.288543
  nChanged 752
		SP:Iteration 2F (128714.260000 sec): 3 clusters
  Score: Raw -1088820.900520 + Penalty 3021.487616 = -1085799.412903
  nChanged 654
		SP:Iteration 3F (128714.470000 sec): 3 clusters
  Score: Raw -1089165.876005 + Penalty 3021.487616 = -1086144.388389
  nChanged 610
		SP:Iteration 4F (128714.630000 sec): 3 clusters
  Score: Raw -1089499.980341 + Penalty 3021.487616 = -1086478.492725
  nChanged 576
		SP:Iteration 5F (128714.870000 sec): 3 clusters
  Score: Raw -1089827.807956 + Penalty 3021.487616 = -1086806.320340
  nChanged 545
		SP:Iteration 6Q (128715.090000 sec): 3 clusters
  Score: Raw -1090122.872704 + Penalty 3021.487616 = -1087101.385088
  nChanged 520
		SP:Iteration 7Q (128715.330000 sec): 3 clusters
  Score: Raw -1090377.218593 + Penalty 3021.487616 = -1087355.730977
  nChanged 450
		SP:Iteration 8Q (128715.570000 sec): 3 clusters
  Score: Raw -1090576.867435 + Penalty 3021.487616 = -1087555.379818
  nChanged 388
		SP:Iteration 9Q (128715.790000 sec): 3 clusters
  Score: Raw -1090721.304338 + Penalty 3021.487616 = -1087699.816722
  nChanged 291
		SP:Iteration 10Q (128716.030000 sec): 3 clusters
  Score: Raw -1090822.212450 + Penalty 3021.487616 = -1087800.724833
  nChanged 259
		SP:Iteration 11Q (128716.280000 sec): 3 clusters
  Score: Raw -1090920.428467 + Penalty 3021.487616 = -1087898.940851
  nChanged 262
		SP:Iteration 12Q (128716.530000 sec): 3 clusters
  Score: Raw -1091014.141267 + Penalty 3021.487616 = -1087992.653650
  nChanged 233
		SP:Iteration 13Q (128716.750000 sec): 3 clusters
  Score: Raw -1091097.167571 + Penalty 3021.487616 = -1088075.679954
  nChanged 208
		SP:Iteration 14Q (128716.960000 sec): 3 clusters
  Score: Raw -1091162.363043 + Penalty 3021.487616 = -1088140.875427
  nChanged 173
		SP:Iteration 15Q (128717.210000 sec): 3 clusters
  Score: Raw -1091210.213271 + Penalty 3021.487616 = -1088188.725654
  nChanged 149
		SP:Iteration 16Q (128717.440000 sec): 3 clusters
  Score: Raw -1091255.048743 + Penalty 3021.487616 = -1088233.561126
  nChanged 146
		SP:Iteration 17Q (128717.660000 sec): 3 clusters
  Score: Raw -1091299.974105 + Penalty 3021.487616 = -1088278.486489
  nChanged 133
		SP:Iteration 18Q (128717.890000 sec): 3 clusters
  Score: Raw -1091337.416830 + Penalty 3021.487616 = -1088315.929214
  nChanged 133
		SP:Iteration 19Q (128718.060000 sec): 3 clusters
  Score: Raw -1091380.347371 + Penalty 3021.487616 = -1088358.859754
  nChanged 132
		SP:Iteration 20F (128718.300000 sec): 3 clusters
  Score: Raw -1091421.216466 + Penalty 3021.487616 = -1088399.728850
  nChanged 124
		SP:Iteration 21Q (128718.520000 sec): 3 clusters
  Score: Raw -1091459.575956 + Penalty 3021.487616 = -1088438.088340
  nChanged 133
		SP:Iteration 22Q (128718.780000 sec): 3 clusters
  Score: Raw -1091492.665718 + Penalty 3021.487616 = -1088471.178102
  nChanged 112
		SP:Iteration 23Q (128719.020000 sec): 3 clusters
  Score: Raw -1091521.684211 + Penalty 3021.487616 = -1088500.196595
  nChanged 110
		SP:Iteration 24Q (128719.240000 sec): 3 clusters
  Score: Raw -1091554.719855 + Penalty 3021.487616 = -1088533.232238
  nChanged 109
		SP:Iteration 25Q (128719.460000 sec): 3 clusters
  Score: Raw -1091590.928166 + Penalty 3021.487616 = -1088569.440549
  nChanged 112
		SP:Iteration 26Q (128719.680000 sec): 3 clusters
  Score: Raw -1091626.376049 + Penalty 3021.487616 = -1088604.888432
  nChanged 106
		SP:Iteration 27Q (128719.920000 sec): 3 clusters
  Score: Raw -1091658.706525 + Penalty 3021.487616 = -1088637.218908
  nChanged 118
		SP:Iteration 28Q (128720.110000 sec): 3 clusters
  Score: Raw -1091693.642027 + Penalty 3021.487616 = -1088672.154411
  nChanged 116
		SP:Iteration 29Q (128720.340000 sec): 3 clusters
  Score: Raw -1091731.546675 + Penalty 3021.487616 = -1088710.059059
  nChanged 106
		SP:Iteration 30Q (128720.520000 sec): 3 clusters
  Score: Raw -1091765.687351 + Penalty 3021.487616 = -1088744.199734
  nChanged 108
		SP:Iteration 31Q (128720.810000 sec): 3 clusters
  Score: Raw -1091804.838213 + Penalty 3021.487616 = -1088783.350596
  nChanged 111
		SP:Iteration 32Q (128721.030000 sec): 3 clusters
  Score: Raw -1091849.778258 + Penalty 3021.487616 = -1088828.290642
  nChanged 118
		SP:Iteration 33Q (128721.230000 sec): 3 clusters
  Score: Raw -1091896.583941 + Penalty 3021.487616 = -1088875.096324
  nChanged 120
		SP:Iteration 34Q (128721.480000 sec): 3 clusters
  Score: Raw -1091941.983323 + Penalty 3021.487616 = -1088920.495707
  nChanged 117
		SP:Iteration 35Q (128721.720000 sec): 3 clusters
  Score: Raw -1091995.944493 + Penalty 3021.487616 = -1088974.456877
  nChanged 133
		SP:Iteration 36Q (128721.900000 sec): 3 clusters
  Score: Raw -1092053.155896 + Penalty 3021.487616 = -1089031.668280
  nChanged 136
		SP:Iteration 37Q (128722.130000 sec): 3 clusters
  Score: Raw -1092108.656195 + Penalty 3021.487616 = -1089087.168578
  nChanged 123
		SP:Iteration 38Q (128722.330000 sec): 3 clusters
  Score: Raw -1092155.919022 + Penalty 3021.487616 = -1089134.431406
  nChanged 111
		SP:Iteration 39Q (128722.580000 sec): 3 clusters
  Score: Raw -1092199.113237 + Penalty 3021.487616 = -1089177.625620
  nChanged 117
		SP:Iteration 40F (128722.760000 sec): 3 clusters
  Score: Raw -1092241.584413 + Penalty 3021.487616 = -1089220.096797
  nChanged 99
		SP:Iteration 41Q (128722.910000 sec): 3 clusters
  Score: Raw -1092271.123858 + Penalty 3021.487616 = -1089249.636242
  nChanged 71
		SP:Iteration 42Q (128723.110000 sec): 3 clusters
  Score: Raw -1092290.979426 + Penalty 3021.487616 = -1089269.491809
  nChanged 71
		SP:Iteration 43Q (128723.370000 sec): 3 clusters
  Score: Raw -1092309.572676 + Penalty 3021.487616 = -1089288.085059
  nChanged 65
		SP:Iteration 44Q (128723.580000 sec): 3 clusters
  Score: Raw -1092324.137012 + Penalty 3021.487616 = -1089302.649396
  nChanged 50
		SP:Iteration 45Q (128723.820000 sec): 3 clusters
  Score: Raw -1092334.855386 + Penalty 3021.487616 = -1089313.367770
  nChanged 36
		SP:Iteration 46Q (128724.050000 sec): 3 clusters
  Score: Raw -1092342.831207 + Penalty 3021.487616 = -1089321.343591
  nChanged 35
		SP:Iteration 47Q (128724.250000 sec): 3 clusters
  Score: Raw -1092349.699115 + Penalty 3021.487616 = -1089328.211499
  nChanged 26
		SP:Iteration 48Q (128724.500000 sec): 3 clusters
  Score: Raw -1092355.310060 + Penalty 3021.487616 = -1089333.822444
  nChanged 34
		SP:Iteration 49Q (128724.740000 sec): 3 clusters
  Score: Raw -1092360.871563 + Penalty 3021.487616 = -1089339.383947
  nChanged 29
		SP:Iteration 50Q (128724.960000 sec): 3 clusters
  Score: Raw -1092366.130360 + Penalty 3021.487616 = -1089344.642744
  nChanged 26
		SP:Iteration 51Q (128725.180000 sec): 3 clusters
  Score: Raw -1092370.058494 + Penalty 3021.487616 = -1089348.570878
  nChanged 25
		SP:Iteration 52Q (128725.360000 sec): 3 clusters
  Score: Raw -1092373.875694 + Penalty 3021.487616 = -1089352.388077
  nChanged 27
		SP:Iteration 53Q (128725.580000 sec): 3 clusters
  Score: Raw -1092378.271324 + Penalty 3021.487616 = -1089356.783708
  nChanged 26
		SP:Iteration 54Q (128725.790000 sec): 3 clusters
  Score: Raw -1092381.793373 + Penalty 3021.487616 = -1089360.305757
  nChanged 20
		SP:Iteration 55Q (128726.060000 sec): 3 clusters
  Score: Raw -1092385.557369 + Penalty 3021.487616 = -1089364.069752
  nChanged 20
		SP:Iteration 56Q (128726.290000 sec): 3 clusters
  Score: Raw -1092388.968567 + Penalty 3021.487616 = -1089367.480951
  nChanged 18
		SP:Iteration 57Q (128726.550000 sec): 3 clusters
  Score: Raw -1092391.952120 + Penalty 3021.487616 = -1089370.464504
  nChanged 20
		SP:Iteration 58Q (128726.760000 sec): 3 clusters
  Score: Raw -1092394.683162 + Penalty 3021.487616 = -1089373.195546
  nChanged 20
		SP:Iteration 59Q (128727.020000 sec): 3 clusters
  Score: Raw -1092396.922636 + Penalty 3021.487616 = -1089375.435020
  nChanged 8
		SP:Iteration 60F (128727.200000 sec): 3 clusters
  Score: Raw -1092398.093994 + Penalty 3021.487616 = -1089376.606378
  nChanged 5
		SP:Iteration 61Q (128727.340000 sec): 3 clusters
  Score: Raw -1092398.917250 + Penalty 3021.487616 = -1089377.429634
  nChanged 8
		SP:Iteration 62Q (128727.560000 sec): 3 clusters
  Score: Raw -1092399.703459 + Penalty 3021.487616 = -1089378.215842
  nChanged 5
		SP:Iteration 63Q (128727.720000 sec): 3 clusters
  Score: Raw -1092400.142051 + Penalty 3021.487616 = -1089378.654434
  nChanged 3
		SP:Iteration 64Q (128727.970000 sec): 3 clusters
  Score: Raw -1092400.585557 + Penalty 3021.487616 = -1089379.097940
  nChanged 6
		SP:Iteration 65Q (128728.190000 sec): 3 clusters
  Score: Raw -1092401.289570 + Penalty 3021.487616 = -1089379.801953
  nChanged 7
		SP:Iteration 66Q (128728.360000 sec): 3 clusters
  Score: Raw -1092402.243378 + Penalty 3021.487616 = -1089380.755761
  nChanged 9
		SP:Iteration 67Q (128728.610000 sec): 3 clusters
  Score: Raw -1092403.289405 + Penalty 3021.487616 = -1089381.801789
  nChanged 8
		SP:Iteration 68Q (128728.840000 sec): 3 clusters
  Score: Raw -1092403.884453 + Penalty 3021.487616 = -1089382.396837
  nChanged 3
		SP:Iteration 69Q (128729.050000 sec): 3 clusters
  Score: Raw -1092404.123332 + Penalty 3021.487616 = -1089382.635715
  nChanged 3
		SP:Iteration 70Q (128729.280000 sec): 3 clusters
  Score: Raw -1092404.252584 + Penalty 3021.487616 = -1089382.764967
  nChanged 3
		SP:Iteration 71Q (128729.500000 sec): 3 clusters
  Score: Raw -1092404.585312 + Penalty 3021.487616 = -1089383.097695
  nChanged 1
		SP:Iteration 72Q (128729.700000 sec): 3 clusters
  Score: Raw -1092404.716686 + Penalty 3021.487616 = -1089383.229070
  nChanged 2
		SP:Iteration 73Q (128729.940000 sec): 3 clusters
  Score: Raw -1092404.853653 + Penalty 3021.487616 = -1089383.366037
  nChanged 3
		SP:Iteration 74Q (128730.150000 sec): 3 clusters
  Score: Raw -1092405.122610 + Penalty 3021.487616 = -1089383.634993
  nChanged 4
		SP:Iteration 75Q (128730.370000 sec): 3 clusters
  Score: Raw -1092405.385869 + Penalty 3021.487616 = -1089383.898252
  nChanged 2
		SP:Iteration 76Q (128730.550000 sec): 3 clusters
  Score: Raw -1092405.486940 + Penalty 3021.487616 = -1089383.999324
  nChanged 0
		SP:Iteration 77F (128730.740000 sec): 3 clusters
  Score: Raw -1092405.486940 + Penalty 3021.487616 = -1089383.999324
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128730.870000 sec): 2 clusters
  Score: Raw -1044307.801511 + Penalty 1486.331408 = -1042821.470103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128731.100000 sec): 3 clusters
  Score: Raw -1039029.198296 + Penalty 2972.662817 = -1036056.535479
  nChanged 4031
		SP:Iteration 1F (128731.300000 sec): 3 clusters
  Score: Raw -1041243.006047 + Penalty 2972.662817 = -1038270.343231
  nChanged 592
		SP:Iteration 2F (128731.530000 sec): 3 clusters
  Score: Raw -1041506.597822 + Penalty 2972.662817 = -1038533.935005
  nChanged 480
		SP:Iteration 3F (128731.760000 sec): 3 clusters
  Score: Raw -1041731.946061 + Penalty 2972.662817 = -1038759.283244
  nChanged 441
		SP:Iteration 4Q (128731.950000 sec): 3 clusters
  Score: Raw -1041943.370183 + Penalty 2972.662817 = -1038970.707366
  nChanged 398
		SP:Iteration 5Q (128732.190000 sec): 3 clusters
  Score: Raw -1042136.110007 + Penalty 2972.662817 = -1039163.447191
  nChanged 373
		SP:Iteration 6Q (128732.380000 sec): 3 clusters
  Score: Raw -1042332.694446 + Penalty 2972.662817 = -1039360.031629
  nChanged 382
		SP:Iteration 7Q (128732.600000 sec): 3 clusters
  Score: Raw -1042573.462164 + Penalty 2972.662817 = -1039600.799347
  nChanged 390
		SP:Iteration 8Q (128732.820000 sec): 3 clusters
  Score: Raw -1042807.422147 + Penalty 2972.662817 = -1039834.759330
  nChanged 364
		SP:Iteration 9Q (128733.070000 sec): 3 clusters
  Score: Raw -1043031.467050 + Penalty 2972.662817 = -1040058.804233
  nChanged 329
		SP:Iteration 10Q (128733.240000 sec): 3 clusters
  Score: Raw -1043258.666609 + Penalty 2972.662817 = -1040286.003793
  nChanged 298
		SP:Iteration 11Q (128733.500000 sec): 3 clusters
  Score: Raw -1043476.699241 + Penalty 2972.662817 = -1040504.036424
  nChanged 297
		SP:Iteration 12Q (128733.700000 sec): 3 clusters
  Score: Raw -1043682.832074 + Penalty 2972.662817 = -1040710.169257
  nChanged 261
		SP:Iteration 13Q (128733.950000 sec): 3 clusters
  Score: Raw -1043839.321658 + Penalty 2972.662817 = -1040866.658841
  nChanged 193
		SP:Iteration 14Q (128734.120000 sec): 3 clusters
  Score: Raw -1043946.298168 + Penalty 2972.662817 = -1040973.635352
  nChanged 153
		SP:Iteration 15Q (128734.350000 sec): 3 clusters
  Score: Raw -1044027.446041 + Penalty 2972.662817 = -1041054.783225
  nChanged 128
		SP:Iteration 16Q (128734.550000 sec): 3 clusters
  Score: Raw -1044085.461348 + Penalty 2972.662817 = -1041112.798531
  nChanged 104
		SP:Iteration 17Q (128734.790000 sec): 3 clusters
  Score: Raw -1044127.540390 + Penalty 2972.662817 = -1041154.877573
  nChanged 101
		SP:Iteration 18Q (128734.990000 sec): 3 clusters
  Score: Raw -1044171.543535 + Penalty 2972.662817 = -1041198.880718
  nChanged 90
		SP:Iteration 19Q (128735.190000 sec): 3 clusters
  Score: Raw -1044209.029670 + Penalty 2972.662817 = -1041236.366854
  nChanged 82
		SP:Iteration 20F (128735.390000 sec): 3 clusters
  Score: Raw -1044240.166621 + Penalty 2972.662817 = -1041267.503804
  nChanged 60
		SP:Iteration 21Q (128735.620000 sec): 3 clusters
  Score: Raw -1044262.947312 + Penalty 2972.662817 = -1041290.284496
  nChanged 44
		SP:Iteration 22Q (128735.890000 sec): 3 clusters
  Score: Raw -1044275.991814 + Penalty 2972.662817 = -1041303.328998
  nChanged 43
		SP:Iteration 23Q (128736.090000 sec): 3 clusters
  Score: Raw -1044286.483854 + Penalty 2972.662817 = -1041313.821037
  nChanged 29
		SP:Iteration 24Q (128736.310000 sec): 3 clusters
  Score: Raw -1044293.389307 + Penalty 2972.662817 = -1041320.726490
  nChanged 22
		SP:Iteration 25Q (128736.570000 sec): 3 clusters
  Score: Raw -1044297.337124 + Penalty 2972.662817 = -1041324.674307
  nChanged 18
		SP:Iteration 26Q (128736.770000 sec): 3 clusters
  Score: Raw -1044301.365500 + Penalty 2972.662817 = -1041328.702683
  nChanged 15
		SP:Iteration 27Q (128736.940000 sec): 3 clusters
  Score: Raw -1044304.751811 + Penalty 2972.662817 = -1041332.088995
  nChanged 8
		SP:Iteration 28Q (128737.190000 sec): 3 clusters
  Score: Raw -1044305.971300 + Penalty 2972.662817 = -1041333.308484
  nChanged 5
		SP:Iteration 29Q (128737.350000 sec): 3 clusters
  Score: Raw -1044307.071868 + Penalty 2972.662817 = -1041334.409051
  nChanged 8
		SP:Iteration 30Q (128737.570000 sec): 3 clusters
  Score: Raw -1044308.839194 + Penalty 2972.662817 = -1041336.176377
  nChanged 8
		SP:Iteration 31Q (128737.820000 sec): 3 clusters
  Score: Raw -1044309.988369 + Penalty 2972.662817 = -1041337.325552
  nChanged 8
		SP:Iteration 32Q (128738.010000 sec): 3 clusters
  Score: Raw -1044311.204505 + Penalty 2972.662817 = -1041338.541689
  nChanged 10
		SP:Iteration 33Q (128738.230000 sec): 3 clusters
  Score: Raw -1044312.693777 + Penalty 2972.662817 = -1041340.030960
  nChanged 13
		SP:Iteration 34Q (128738.430000 sec): 3 clusters
  Score: Raw -1044315.319046 + Penalty 2972.662817 = -1041342.656229
  nChanged 5
		SP:Iteration 35Q (128738.630000 sec): 3 clusters
  Score: Raw -1044316.099328 + Penalty 2972.662817 = -1041343.436512
  nChanged 3
		SP:Iteration 36Q (128738.830000 sec): 3 clusters
  Score: Raw -1044316.796337 + Penalty 2972.662817 = -1041344.133520
  nChanged 5
		SP:Iteration 37Q (128739.050000 sec): 3 clusters
  Score: Raw -1044317.533414 + Penalty 2972.662817 = -1041344.870597
  nChanged 6
		SP:Iteration 38Q (128739.300000 sec): 3 clusters
  Score: Raw -1044318.541563 + Penalty 2972.662817 = -1041345.878747
  nChanged 5
		SP:Iteration 39Q (128739.470000 sec): 3 clusters
  Score: Raw -1044319.333059 + Penalty 2972.662817 = -1041346.670243
  nChanged 7
		SP:Iteration 40F (128739.690000 sec): 3 clusters
  Score: Raw -1044320.761791 + Penalty 2972.662817 = -1041348.098975
  nChanged 14
		SP:Iteration 41Q (128739.930000 sec): 3 clusters
  Score: Raw -1044323.672291 + Penalty 2972.662817 = -1041351.009474
  nChanged 13
		SP:Iteration 42Q (128740.150000 sec): 3 clusters
  Score: Raw -1044326.734736 + Penalty 2972.662817 = -1041354.071919
  nChanged 18
		SP:Iteration 43Q (128740.340000 sec): 3 clusters
  Score: Raw -1044330.446442 + Penalty 2972.662817 = -1041357.783625
  nChanged 10
		SP:Iteration 44Q (128740.570000 sec): 3 clusters
  Score: Raw -1044332.169492 + Penalty 2972.662817 = -1041359.506675
  nChanged 8
		SP:Iteration 45Q (128740.780000 sec): 3 clusters
  Score: Raw -1044333.409414 + Penalty 2972.662817 = -1041360.746597
  nChanged 9
		SP:Iteration 46Q (128740.970000 sec): 3 clusters
  Score: Raw -1044335.533051 + Penalty 2972.662817 = -1041362.870235
  nChanged 13
		SP:Iteration 47Q (128741.160000 sec): 3 clusters
  Score: Raw -1044338.074443 + Penalty 2972.662817 = -1041365.411627
  nChanged 11
		SP:Iteration 48Q (128741.390000 sec): 3 clusters
  Score: Raw -1044340.245525 + Penalty 2972.662817 = -1041367.582709
  nChanged 7
		SP:Iteration 49Q (128741.640000 sec): 3 clusters
  Score: Raw -1044340.987774 + Penalty 2972.662817 = -1041368.324958
  nChanged 1
		SP:Iteration 50Q (128741.880000 sec): 3 clusters
  Score: Raw -1044341.154376 + Penalty 2972.662817 = -1041368.491559
  nChanged 2
		SP:Iteration 51Q (128742.030000 sec): 3 clusters
  Score: Raw -1044341.496932 + Penalty 2972.662817 = -1041368.834116
  nChanged 4
		SP:Iteration 52Q (128742.240000 sec): 3 clusters
  Score: Raw -1044342.466185 + Penalty 2972.662817 = -1041369.803369
  nChanged 4
		SP:Iteration 53Q (128742.460000 sec): 3 clusters
  Score: Raw -1044342.975944 + Penalty 2972.662817 = -1041370.313127
  nChanged 1
		SP:Iteration 54Q (128742.670000 sec): 3 clusters
  Score: Raw -1044343.123489 + Penalty 2972.662817 = -1041370.460673
  nChanged 1
		SP:Iteration 55Q (128742.890000 sec): 3 clusters
  Score: Raw -1044343.259516 + Penalty 2972.662817 = -1041370.596700
  nChanged 3
		SP:Iteration 56Q (128743.070000 sec): 3 clusters
  Score: Raw -1044343.964253 + Penalty 2972.662817 = -1041371.301436
  nChanged 4
		SP:Iteration 57Q (128743.280000 sec): 3 clusters
  Score: Raw -1044344.858951 + Penalty 2972.662817 = -1041372.196135
  nChanged 6
		SP:Iteration 58Q (128743.520000 sec): 3 clusters
  Score: Raw -1044345.970570 + Penalty 2972.662817 = -1041373.307753
  nChanged 5
		SP:Iteration 59Q (128743.710000 sec): 3 clusters
  Score: Raw -1044347.501852 + Penalty 2972.662817 = -1041374.839035
  nChanged 9
		SP:Iteration 60F (128743.890000 sec): 3 clusters
  Score: Raw -1044350.548952 + Penalty 2972.662817 = -1041377.886136
  nChanged 8
		SP:Iteration 61Q (128744.120000 sec): 3 clusters
  Score: Raw -1044352.907933 + Penalty 2972.662817 = -1041380.245116
  nChanged 6
		SP:Iteration 62Q (128744.340000 sec): 3 clusters
  Score: Raw -1044354.279678 + Penalty 2972.662817 = -1041381.616861
  nChanged 7
		SP:Iteration 63Q (128744.570000 sec): 3 clusters
  Score: Raw -1044355.726427 + Penalty 2972.662817 = -1041383.063611
  nChanged 9
		SP:Iteration 64Q (128744.750000 sec): 3 clusters
  Score: Raw -1044358.885757 + Penalty 2972.662817 = -1041386.222940
  nChanged 10
		SP:Iteration 65Q (128745.000000 sec): 3 clusters
  Score: Raw -1044361.282623 + Penalty 2972.662817 = -1041388.619806
  nChanged 10
		SP:Iteration 66Q (128745.210000 sec): 3 clusters
  Score: Raw -1044363.402434 + Penalty 2972.662817 = -1041390.739617
  nChanged 6
		SP:Iteration 67Q (128745.420000 sec): 3 clusters
  Score: Raw -1044364.315867 + Penalty 2972.662817 = -1041391.653050
  nChanged 6
		SP:Iteration 68Q (128745.600000 sec): 3 clusters
  Score: Raw -1044365.523945 + Penalty 2972.662817 = -1041392.861129
  nChanged 7
		SP:Iteration 69Q (128745.860000 sec): 3 clusters
  Score: Raw -1044366.786219 + Penalty 2972.662817 = -1041394.123403
  nChanged 7
		SP:Iteration 70Q (128746.020000 sec): 3 clusters
  Score: Raw -1044368.337433 + Penalty 2972.662817 = -1041395.674617
  nChanged 8
		SP:Iteration 71Q (128746.280000 sec): 3 clusters
  Score: Raw -1044370.453902 + Penalty 2972.662817 = -1041397.791085
  nChanged 6
		SP:Iteration 72Q (128746.470000 sec): 3 clusters
  Score: Raw -1044372.753486 + Penalty 2972.662817 = -1041400.090669
  nChanged 10
		SP:Iteration 73Q (128746.710000 sec): 3 clusters
  Score: Raw -1044374.969993 + Penalty 2972.662817 = -1041402.307176
  nChanged 8
		SP:Iteration 74Q (128746.880000 sec): 3 clusters
  Score: Raw -1044376.749192 + Penalty 2972.662817 = -1041404.086375
  nChanged 5
		SP:Iteration 75Q (128747.150000 sec): 3 clusters
  Score: Raw -1044377.689029 + Penalty 2972.662817 = -1041405.026212
  nChanged 2
		SP:Iteration 76Q (128747.350000 sec): 3 clusters
  Score: Raw -1044378.141961 + Penalty 2972.662817 = -1041405.479144
  nChanged 2
		SP:Iteration 77Q (128747.570000 sec): 3 clusters
  Score: Raw -1044378.451646 + Penalty 2972.662817 = -1041405.788829
  nChanged 3
		SP:Iteration 78Q (128747.820000 sec): 3 clusters
  Score: Raw -1044379.063067 + Penalty 2972.662817 = -1041406.400250
  nChanged 4
		SP:Iteration 79Q (128747.950000 sec): 3 clusters
  Score: Raw -1044379.672071 + Penalty 2972.662817 = -1041407.009255
  nChanged 5
		SP:Iteration 80F (128748.190000 sec): 3 clusters
  Score: Raw -1044381.024047 + Penalty 2972.662817 = -1041408.361231
  nChanged 5
		SP:Iteration 81Q (128748.400000 sec): 3 clusters
  Score: Raw -1044382.074603 + Penalty 2972.662817 = -1041409.411787
  nChanged 3
		SP:Iteration 82Q (128748.620000 sec): 3 clusters
  Score: Raw -1044382.842343 + Penalty 2972.662817 = -1041410.179527
  nChanged 6
		SP:Iteration 83Q (128748.820000 sec): 3 clusters
  Score: Raw -1044384.055928 + Penalty 2972.662817 = -1041411.393111
  nChanged 6
		SP:Iteration 84Q (128749.040000 sec): 3 clusters
  Score: Raw -1044385.459717 + Penalty 2972.662817 = -1041412.796901
  nChanged 7
		SP:Iteration 85Q (128749.220000 sec): 3 clusters
  Score: Raw -1044386.879679 + Penalty 2972.662817 = -1041414.216863
  nChanged 11
		SP:Iteration 86Q (128749.420000 sec): 3 clusters
  Score: Raw -1044389.017560 + Penalty 2972.662817 = -1041416.354743
  nChanged 8
		SP:Iteration 87Q (128749.600000 sec): 3 clusters
  Score: Raw -1044390.308583 + Penalty 2972.662817 = -1041417.645766
  nChanged 8
		SP:Iteration 88Q (128749.860000 sec): 3 clusters
  Score: Raw -1044392.491904 + Penalty 2972.662817 = -1041419.829088
  nChanged 11
		SP:Iteration 89Q (128750.070000 sec): 3 clusters
  Score: Raw -1044395.051764 + Penalty 2972.662817 = -1041422.388948
  nChanged 7
		SP:Iteration 90Q (128750.270000 sec): 3 clusters
  Score: Raw -1044396.498139 + Penalty 2972.662817 = -1041423.835322
  nChanged 4
		SP:Iteration 91Q (128750.470000 sec): 3 clusters
  Score: Raw -1044397.760229 + Penalty 2972.662817 = -1041425.097412
  nChanged 5
		SP:Iteration 92Q (128750.710000 sec): 3 clusters
  Score: Raw -1044399.617720 + Penalty 2972.662817 = -1041426.954903
  nChanged 7
		SP:Iteration 93Q (128750.920000 sec): 3 clusters
  Score: Raw -1044401.058947 + Penalty 2972.662817 = -1041428.396130
  nChanged 8
		SP:Iteration 94Q (128751.100000 sec): 3 clusters
  Score: Raw -1044403.210002 + Penalty 2972.662817 = -1041430.547185
  nChanged 10
		SP:Iteration 95Q (128751.250000 sec): 3 clusters
  Score: Raw -1044406.049487 + Penalty 2972.662817 = -1041433.386670
  nChanged 8
		SP:Iteration 96Q (128751.520000 sec): 3 clusters
  Score: Raw -1044408.192326 + Penalty 2972.662817 = -1041435.529510
  nChanged 13
		SP:Iteration 97Q (128751.720000 sec): 3 clusters
  Score: Raw -1044411.479366 + Penalty 2972.662817 = -1041438.816550
  nChanged 11
		SP:Iteration 98Q (128751.890000 sec): 3 clusters
  Score: Raw -1044414.152976 + Penalty 2972.662817 = -1041441.490160
  nChanged 8
		SP:Iteration 99Q (128752.120000 sec): 3 clusters
  Score: Raw -1044415.946753 + Penalty 2972.662817 = -1041443.283936
  nChanged 9
		SP:Iteration 100F (128752.340000 sec): 3 clusters
  Score: Raw -1044417.863407 + Penalty 2972.662817 = -1041445.200591
  nChanged 5
		SP:Iteration 101Q (128752.570000 sec): 3 clusters
  Score: Raw -1044419.059017 + Penalty 2972.662817 = -1041446.396200
  nChanged 6
		SP:Iteration 102Q (128752.720000 sec): 3 clusters
  Score: Raw -1044420.537951 + Penalty 2972.662817 = -1041447.875134
  nChanged 6
		SP:Iteration 103Q (128752.900000 sec): 3 clusters
  Score: Raw -1044421.782490 + Penalty 2972.662817 = -1041449.119673
  nChanged 3
		SP:Iteration 104Q (128753.080000 sec): 3 clusters
  Score: Raw -1044422.822270 + Penalty 2972.662817 = -1041450.159453
  nChanged 4
		SP:Iteration 105Q (128753.270000 sec): 3 clusters
  Score: Raw -1044423.678258 + Penalty 2972.662817 = -1041451.015441
  nChanged 5
		SP:Iteration 106Q (128753.460000 sec): 3 clusters
  Score: Raw -1044425.119163 + Penalty 2972.662817 = -1041452.456347
  nChanged 8
		SP:Iteration 107Q (128753.720000 sec): 3 clusters
  Score: Raw -1044427.677276 + Penalty 2972.662817 = -1041455.014459
  nChanged 8
		SP:Iteration 108Q (128753.910000 sec): 3 clusters
  Score: Raw -1044429.464030 + Penalty 2972.662817 = -1041456.801213
  nChanged 2
		SP:Iteration 109Q (128754.130000 sec): 3 clusters
  Score: Raw -1044429.812980 + Penalty 2972.662817 = -1041457.150163
  nChanged 2
		SP:Iteration 110Q (128754.300000 sec): 3 clusters
  Score: Raw -1044430.252404 + Penalty 2972.662817 = -1041457.589588
  nChanged 2
		SP:Iteration 111Q (128754.490000 sec): 3 clusters
  Score: Raw -1044430.674765 + Penalty 2972.662817 = -1041458.011949
  nChanged 1
		SP:Iteration 112Q (128754.710000 sec): 3 clusters
  Score: Raw -1044431.075308 + Penalty 2972.662817 = -1041458.412491
  nChanged 3
		SP:Iteration 113Q (128754.930000 sec): 3 clusters
  Score: Raw -1044431.947529 + Penalty 2972.662817 = -1041459.284712
  nChanged 3
		SP:Iteration 114Q (128755.130000 sec): 3 clusters
  Score: Raw -1044432.718807 + Penalty 2972.662817 = -1041460.055990
  nChanged 2
		SP:Iteration 115Q (128755.350000 sec): 3 clusters
  Score: Raw -1044433.517785 + Penalty 2972.662817 = -1041460.854969
  nChanged 3
		SP:Iteration 116Q (128755.600000 sec): 3 clusters
  Score: Raw -1044434.249439 + Penalty 2972.662817 = -1041461.586623
  nChanged 5
		SP:Iteration 117Q (128755.780000 sec): 3 clusters
  Score: Raw -1044435.642789 + Penalty 2972.662817 = -1041462.979972
  nChanged 5
		SP:Iteration 118Q (128756.000000 sec): 3 clusters
  Score: Raw -1044437.291415 + Penalty 2972.662817 = -1041464.628599
  nChanged 6
		SP:Iteration 119Q (128756.210000 sec): 3 clusters
  Score: Raw -1044438.871878 + Penalty 2972.662817 = -1041466.209062
  nChanged 7
		SP:Iteration 120F (128756.380000 sec): 3 clusters
  Score: Raw -1044440.831808 + Penalty 2972.662817 = -1041468.168991
  nChanged 6
		SP:Iteration 121Q (128756.590000 sec): 3 clusters
  Score: Raw -1044442.240922 + Penalty 2972.662817 = -1041469.578105
  nChanged 12
		SP:Iteration 122Q (128756.770000 sec): 3 clusters
  Score: Raw -1044446.304266 + Penalty 2972.662817 = -1041473.641449
  nChanged 11
		SP:Iteration 123Q (128756.890000 sec): 3 clusters
  Score: Raw -1044449.071582 + Penalty 2972.662817 = -1041476.408765
  nChanged 7
		SP:Iteration 124Q (128757.160000 sec): 3 clusters
  Score: Raw -1044451.521795 + Penalty 2972.662817 = -1041478.858979
  nChanged 10
		SP:Iteration 125Q (128757.360000 sec): 3 clusters
  Score: Raw -1044454.940860 + Penalty 2972.662817 = -1041482.278043
  nChanged 9
		SP:Iteration 126Q (128757.590000 sec): 3 clusters
  Score: Raw -1044457.730336 + Penalty 2972.662817 = -1041485.067519
  nChanged 10
		SP:Iteration 127Q (128757.800000 sec): 3 clusters
  Score: Raw -1044460.693290 + Penalty 2972.662817 = -1041488.030473
  nChanged 12
		SP:Iteration 128Q (128757.990000 sec): 3 clusters
  Score: Raw -1044464.494936 + Penalty 2972.662817 = -1041491.832119
  nChanged 8
		SP:Iteration 129Q (128758.140000 sec): 3 clusters
  Score: Raw -1044466.507214 + Penalty 2972.662817 = -1041493.844398
  nChanged 7
		SP:Iteration 130Q (128758.400000 sec): 3 clusters
  Score: Raw -1044468.687027 + Penalty 2972.662817 = -1041496.024210
  nChanged 9
		SP:Iteration 131Q (128758.550000 sec): 3 clusters
  Score: Raw -1044472.260071 + Penalty 2972.662817 = -1041499.597254
  nChanged 10
		SP:Iteration 132Q (128758.770000 sec): 3 clusters
  Score: Raw -1044475.909763 + Penalty 2972.662817 = -1041503.246946
  nChanged 6
		SP:Iteration 133Q (128758.900000 sec): 3 clusters
  Score: Raw -1044477.135413 + Penalty 2972.662817 = -1041504.472597
  nChanged 4
		SP:Iteration 134Q (128759.110000 sec): 3 clusters
  Score: Raw -1044477.791788 + Penalty 2972.662817 = -1041505.128972
  nChanged 3
		SP:Iteration 135Q (128759.330000 sec): 3 clusters
  Score: Raw -1044478.516005 + Penalty 2972.662817 = -1041505.853189
  nChanged 3
		SP:Iteration 136Q (128759.530000 sec): 3 clusters
  Score: Raw -1044479.346413 + Penalty 2972.662817 = -1041506.683597
  nChanged 6
		SP:Iteration 137Q (128759.790000 sec): 3 clusters
  Score: Raw -1044481.157464 + Penalty 2972.662817 = -1041508.494647
  nChanged 7
		SP:Iteration 138Q (128759.980000 sec): 3 clusters
  Score: Raw -1044483.309542 + Penalty 2972.662817 = -1041510.646725
  nChanged 8
		SP:Iteration 139Q (128760.220000 sec): 3 clusters
  Score: Raw -1044486.100243 + Penalty 2972.662817 = -1041513.437426
  nChanged 13
		SP:Iteration 140F (128760.410000 sec): 3 clusters
  Score: Raw -1044489.724444 + Penalty 2972.662817 = -1041517.061628
  nChanged 15
		SP:Iteration 141Q (128760.650000 sec): 3 clusters
  Score: Raw -1044494.379822 + Penalty 2972.662817 = -1041521.717006
  nChanged 21
		SP:Iteration 142Q (128760.820000 sec): 3 clusters
  Score: Raw -1044501.412612 + Penalty 2972.662817 = -1041528.749795
  nChanged 7
		SP:Iteration 143Q (128761.020000 sec): 3 clusters
  Score: Raw -1044503.137221 + Penalty 2972.662817 = -1041530.474404
  nChanged 9
		SP:Iteration 144Q (128761.220000 sec): 3 clusters
  Score: Raw -1044505.104717 + Penalty 2972.662817 = -1041532.441900
  nChanged 7
		SP:Iteration 145Q (128761.430000 sec): 3 clusters
  Score: Raw -1044506.802484 + Penalty 2972.662817 = -1041534.139667
  nChanged 4
		SP:Iteration 146Q (128761.630000 sec): 3 clusters
  Score: Raw -1044508.098668 + Penalty 2972.662817 = -1041535.435851
  nChanged 3
		SP:Iteration 147Q (128761.860000 sec): 3 clusters
  Score: Raw -1044509.067919 + Penalty 2972.662817 = -1041536.405103
  nChanged 2
		SP:Iteration 148Q (128762.050000 sec): 3 clusters
  Score: Raw -1044509.296269 + Penalty 2972.662817 = -1041536.633452
  nChanged 2
		SP:Iteration 149Q (128762.230000 sec): 3 clusters
  Score: Raw -1044509.935102 + Penalty 2972.662817 = -1041537.272285
  nChanged 2
		SP:Iteration 150Q (128762.450000 sec): 3 clusters
  Score: Raw -1044510.527490 + Penalty 2972.662817 = -1041537.864674
  nChanged 3
		SP:Iteration 151Q (128762.640000 sec): 3 clusters
  Score: Raw -1044511.590217 + Penalty 2972.662817 = -1041538.927401
  nChanged 3
		SP:Iteration 152Q (128762.820000 sec): 3 clusters
  Score: Raw -1044512.396546 + Penalty 2972.662817 = -1041539.733729
  nChanged 2
		SP:Iteration 153Q (128763.040000 sec): 3 clusters
  Score: Raw -1044512.867628 + Penalty 2972.662817 = -1041540.204811
  nChanged 1
		SP:Iteration 154Q (128763.250000 sec): 3 clusters
  Score: Raw -1044513.361249 + Penalty 2972.662817 = -1041540.698432
  nChanged 0
		SP:Iteration 155F (128763.440000 sec): 3 clusters
  Score: Raw -1044513.361249 + Penalty 2972.662817 = -1041540.698432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128763.550000 sec): 2 clusters
  Score: Raw -181518.138242 + Penalty 1215.294409 = -180302.843833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128763.740000 sec): 3 clusters
  Score: Raw -180781.406440 + Penalty 2430.588818 = -178350.817622
  nChanged 626
		SP:Iteration 1F (128763.930000 sec): 3 clusters
  Score: Raw -181214.326328 + Penalty 2430.588818 = -178783.737510
  nChanged 143
		SP:Iteration 2F (128764.100000 sec): 3 clusters
  Score: Raw -181336.308587 + Penalty 2430.588818 = -178905.719768
  nChanged 97
		SP:Iteration 3F (128764.310000 sec): 3 clusters
  Score: Raw -181414.500070 + Penalty 2430.588818 = -178983.911251
  nChanged 53
		SP:Iteration 4Q (128764.470000 sec): 3 clusters
  Score: Raw -181447.560343 + Penalty 2430.588818 = -179016.971525
  nChanged 34
		SP:Iteration 5Q (128764.670000 sec): 3 clusters
  Score: Raw -181474.984755 + Penalty 2430.588818 = -179044.395937
  nChanged 29
		SP:Iteration 6Q (128764.870000 sec): 3 clusters
  Score: Raw -181495.217873 + Penalty 2430.588818 = -179064.629055
  nChanged 24
		SP:Iteration 7Q (128765.060000 sec): 3 clusters
  Score: Raw -181508.450503 + Penalty 2430.588818 = -179077.861685
  nChanged 17
		SP:Iteration 8Q (128765.260000 sec): 3 clusters
  Score: Raw -181519.373656 + Penalty 2430.588818 = -179088.784838
  nChanged 24
		SP:Iteration 9Q (128765.410000 sec): 3 clusters
  Score: Raw -181531.179640 + Penalty 2430.588818 = -179100.590821
  nChanged 20
		SP:Iteration 10Q (128765.600000 sec): 3 clusters
  Score: Raw -181539.004012 + Penalty 2430.588818 = -179108.415193
  nChanged 12
		SP:Iteration 11Q (128765.810000 sec): 3 clusters
  Score: Raw -181546.069213 + Penalty 2430.588818 = -179115.480395
  nChanged 13
		SP:Iteration 12Q (128765.990000 sec): 3 clusters
  Score: Raw -181556.284244 + Penalty 2430.588818 = -179125.695426
  nChanged 11
		SP:Iteration 13Q (128766.190000 sec): 3 clusters
  Score: Raw -181560.808505 + Penalty 2430.588818 = -179130.219687
  nChanged 8
		SP:Iteration 14Q (128766.360000 sec): 3 clusters
  Score: Raw -181567.817237 + Penalty 2430.588818 = -179137.228418
  nChanged 18
		SP:Iteration 15Q (128766.510000 sec): 3 clusters
  Score: Raw -181577.274122 + Penalty 2430.588818 = -179146.685303
  nChanged 16
		SP:Iteration 16Q (128766.690000 sec): 3 clusters
  Score: Raw -181585.355770 + Penalty 2430.588818 = -179154.766952
  nChanged 15
		SP:Iteration 17Q (128766.840000 sec): 3 clusters
  Score: Raw -181593.356050 + Penalty 2430.588818 = -179162.767231
  nChanged 12
		SP:Iteration 18Q (128767.050000 sec): 3 clusters
  Score: Raw -181602.763062 + Penalty 2430.588818 = -179172.174244
  nChanged 20
		SP:Iteration 19Q (128767.240000 sec): 3 clusters
  Score: Raw -181613.972861 + Penalty 2430.588818 = -179183.384043
  nChanged 15
		SP:Iteration 20F (128767.390000 sec): 3 clusters
  Score: Raw -181621.707996 + Penalty 2430.588818 = -179191.119178
  nChanged 10
		SP:Iteration 21Q (128767.570000 sec): 3 clusters
  Score: Raw -181628.575611 + Penalty 2430.588818 = -179197.986793
  nChanged 11
		SP:Iteration 22Q (128767.760000 sec): 3 clusters
  Score: Raw -181633.340234 + Penalty 2430.588818 = -179202.751416
  nChanged 8
		SP:Iteration 23Q (128767.960000 sec): 3 clusters
  Score: Raw -181636.809893 + Penalty 2430.588818 = -179206.221075
  nChanged 7
		SP:Iteration 24Q (128768.130000 sec): 3 clusters
  Score: Raw -181641.430063 + Penalty 2430.588818 = -179210.841245
  nChanged 7
		SP:Iteration 25Q (128768.290000 sec): 3 clusters
  Score: Raw -181645.130303 + Penalty 2430.588818 = -179214.541485
  nChanged 9
		SP:Iteration 26Q (128768.500000 sec): 3 clusters
  Score: Raw -181652.273752 + Penalty 2430.588818 = -179221.684933
  nChanged 12
		SP:Iteration 27Q (128768.640000 sec): 3 clusters
  Score: Raw -181658.966563 + Penalty 2430.588818 = -179228.377745
  nChanged 11
		SP:Iteration 28Q (128768.830000 sec): 3 clusters
  Score: Raw -181664.728735 + Penalty 2430.588818 = -179234.139917
  nChanged 9
		SP:Iteration 29Q (128769.010000 sec): 3 clusters
  Score: Raw -181674.233532 + Penalty 2430.588818 = -179243.644714
  nChanged 13
		SP:Iteration 30Q (128769.170000 sec): 3 clusters
  Score: Raw -181686.531778 + Penalty 2430.588818 = -179255.942959
  nChanged 16
		SP:Iteration 31Q (128769.370000 sec): 3 clusters
  Score: Raw -181699.967266 + Penalty 2430.588818 = -179269.378448
  nChanged 21
		SP:Iteration 32Q (128769.570000 sec): 3 clusters
  Score: Raw -181713.232046 + Penalty 2430.588818 = -179282.643228
  nChanged 21
		SP:Iteration 33Q (128769.750000 sec): 3 clusters
  Score: Raw -181729.894253 + Penalty 2430.588818 = -179299.305435
  nChanged 25
		SP:Iteration 34Q (128769.930000 sec): 3 clusters
  Score: Raw -181749.837672 + Penalty 2430.588818 = -179319.248853
  nChanged 25
		SP:Iteration 35Q (128770.130000 sec): 3 clusters
  Score: Raw -181767.481759 + Penalty 2430.588818 = -179336.892940
  nChanged 25
		SP:Iteration 36Q (128770.300000 sec): 3 clusters
  Score: Raw -181784.793000 + Penalty 2430.588818 = -179354.204181
  nChanged 26
		SP:Iteration 37Q (128770.490000 sec): 3 clusters
  Score: Raw -181799.463386 + Penalty 2430.588818 = -179368.874568
  nChanged 20
		SP:Iteration 38Q (128770.720000 sec): 3 clusters
  Score: Raw -181811.746258 + Penalty 2430.588818 = -179381.157440
  nChanged 10
		SP:Iteration 39Q (128770.900000 sec): 3 clusters
  Score: Raw -181816.909179 + Penalty 2430.588818 = -179386.320360
  nChanged 9
		SP:Iteration 40F (128771.070000 sec): 3 clusters
  Score: Raw -181821.908774 + Penalty 2430.588818 = -179391.319956
  nChanged 8
		SP:Iteration 41Q (128771.240000 sec): 3 clusters
  Score: Raw -181826.051214 + Penalty 2430.588818 = -179395.462396
  nChanged 10
		SP:Iteration 42Q (128771.440000 sec): 3 clusters
  Score: Raw -181830.905758 + Penalty 2430.588818 = -179400.316939
  nChanged 6
		SP:Iteration 43Q (128771.570000 sec): 3 clusters
  Score: Raw -181833.848535 + Penalty 2430.588818 = -179403.259716
  nChanged 3
		SP:Iteration 44Q (128771.750000 sec): 3 clusters
  Score: Raw -181835.261127 + Penalty 2430.588818 = -179404.672309
  nChanged 1
		SP:Iteration 45Q (128771.940000 sec): 3 clusters
  Score: Raw -181835.558306 + Penalty 2430.588818 = -179404.969488
  nChanged 1
		SP:Iteration 46Q (128772.080000 sec): 3 clusters
  Score: Raw -181836.893059 + Penalty 2430.588818 = -179406.304241
  nChanged 0
		SP:Iteration 47F (128772.260000 sec): 3 clusters
  Score: Raw -181836.893059 + Penalty 2430.588818 = -179406.304241
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128772.380000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128772.540000 sec): 3 clusters
  Score: Raw -57425.703712 + Penalty 2030.613934 = -55395.089778
  nChanged 127
		SP:Iteration 1F (128772.670000 sec): 3 clusters
  Score: Raw -57563.600671 + Penalty 2030.613934 = -55532.986737
  nChanged 23
		SP:Iteration 2Q (128772.840000 sec): 3 clusters
  Score: Raw -57585.809235 + Penalty 2030.613934 = -55555.195301
  nChanged 11
		SP:Iteration 3Q (128773.030000 sec): 3 clusters
  Score: Raw -57601.959755 + Penalty 2030.613934 = -55571.345821
  nChanged 8
		SP:Iteration 4Q (128773.190000 sec): 3 clusters
  Score: Raw -57613.637014 + Penalty 2030.613934 = -55583.023079
  nChanged 3
		SP:Iteration 5Q (128773.360000 sec): 3 clusters
  Score: Raw -57621.197617 + Penalty 2030.613934 = -55590.583683
  nChanged 1
		SP:Iteration 6Q (128773.530000 sec): 3 clusters
  Score: Raw -57625.876554 + Penalty 2030.613934 = -55595.262619
  nChanged 6
		SP:Iteration 7Q (128773.700000 sec): 3 clusters
  Score: Raw -57635.927419 + Penalty 2030.613934 = -55605.313485
  nChanged 5
		SP:Iteration 8Q (128773.870000 sec): 3 clusters
  Score: Raw -57642.060636 + Penalty 2030.613934 = -55611.446701
  nChanged 2
		SP:Iteration 9Q (128774.070000 sec): 3 clusters
  Score: Raw -57646.249065 + Penalty 2030.613934 = -55615.635130
  nChanged 0
		SP:Iteration 10F (128774.240000 sec): 3 clusters
  Score: Raw -57646.249065 + Penalty 2030.613934 = -55615.635130
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128774.350000 sec): 2 clusters
  Score: Raw -869221.407697 + Penalty 1457.385078 = -867764.022620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128774.570000 sec): 3 clusters
  Score: Raw -864855.904028 + Penalty 2914.770156 = -861941.133872
  nChanged 3335
		SP:Iteration 1F (128774.790000 sec): 3 clusters
  Score: Raw -866642.171185 + Penalty 2914.770156 = -863727.401030
  nChanged 511
		SP:Iteration 2F (128774.950000 sec): 3 clusters
  Score: Raw -866875.583790 + Penalty 2914.770156 = -863960.813634
  nChanged 408
		SP:Iteration 3F (128775.140000 sec): 3 clusters
  Score: Raw -867060.500977 + Penalty 2914.770156 = -864145.730821
  nChanged 351
		SP:Iteration 4Q (128775.330000 sec): 3 clusters
  Score: Raw -867228.219911 + Penalty 2914.770156 = -864313.449755
  nChanged 312
		SP:Iteration 5Q (128775.520000 sec): 3 clusters
  Score: Raw -867370.167428 + Penalty 2914.770156 = -864455.397272
  nChanged 285
		SP:Iteration 6Q (128775.740000 sec): 3 clusters
  Score: Raw -867515.312910 + Penalty 2914.770156 = -864600.542754
  nChanged 300
		SP:Iteration 7Q (128775.950000 sec): 3 clusters
  Score: Raw -867679.157898 + Penalty 2914.770156 = -864764.387743
  nChanged 326
		SP:Iteration 8Q (128776.180000 sec): 3 clusters
  Score: Raw -867878.650390 + Penalty 2914.770156 = -864963.880234
  nChanged 357
		SP:Iteration 9Q (128776.390000 sec): 3 clusters
  Score: Raw -868138.937880 + Penalty 2914.770156 = -865224.167724
  nChanged 387
		SP:Iteration 10Q (128776.600000 sec): 3 clusters
  Score: Raw -868453.863891 + Penalty 2914.770156 = -865539.093736
  nChanged 335
		SP:Iteration 11Q (128776.770000 sec): 3 clusters
  Score: Raw -868750.095666 + Penalty 2914.770156 = -865835.325510
  nChanged 278
		SP:Iteration 12Q (128777.010000 sec): 3 clusters
  Score: Raw -869009.630184 + Penalty 2914.770156 = -866094.860029
  nChanged 166
		SP:Iteration 13Q (128777.210000 sec): 3 clusters
  Score: Raw -869159.611523 + Penalty 2914.770156 = -866244.841368
  nChanged 98
		SP:Iteration 14Q (128777.430000 sec): 3 clusters
  Score: Raw -869253.805543 + Penalty 2914.770156 = -866339.035387
  nChanged 65
		SP:Iteration 15Q (128777.650000 sec): 3 clusters
  Score: Raw -869306.942214 + Penalty 2914.770156 = -866392.172059
  nChanged 32
		SP:Iteration 16Q (128777.830000 sec): 3 clusters
  Score: Raw -869334.430211 + Penalty 2914.770156 = -866419.660055
  nChanged 23
		SP:Iteration 17Q (128778.030000 sec): 3 clusters
  Score: Raw -869354.583774 + Penalty 2914.770156 = -866439.813619
  nChanged 16
		SP:Iteration 18Q (128778.220000 sec): 3 clusters
  Score: Raw -869367.279970 + Penalty 2914.770156 = -866452.509814
  nChanged 11
		SP:Iteration 19Q (128778.460000 sec): 3 clusters
  Score: Raw -869378.231914 + Penalty 2914.770156 = -866463.461759
  nChanged 7
		SP:Iteration 20F (128778.650000 sec): 3 clusters
  Score: Raw -869384.205456 + Penalty 2914.770156 = -866469.435300
  nChanged 3
		SP:Iteration 21Q (128778.820000 sec): 3 clusters
  Score: Raw -869387.841557 + Penalty 2914.770156 = -866473.071401
  nChanged 3
		SP:Iteration 22Q (128779.030000 sec): 3 clusters
  Score: Raw -869391.284915 + Penalty 2914.770156 = -866476.514759
  nChanged 3
		SP:Iteration 23Q (128779.260000 sec): 3 clusters
  Score: Raw -869395.182766 + Penalty 2914.770156 = -866480.412611
  nChanged 3
		SP:Iteration 24Q (128779.460000 sec): 3 clusters
  Score: Raw -869399.914279 + Penalty 2914.770156 = -866485.144123
  nChanged 2
		SP:Iteration 25Q (128779.650000 sec): 3 clusters
  Score: Raw -869403.501939 + Penalty 2914.770156 = -866488.731783
  nChanged 3
		SP:Iteration 26Q (128779.850000 sec): 3 clusters
  Score: Raw -869407.029130 + Penalty 2914.770156 = -866492.258975
  nChanged 6
		SP:Iteration 27Q (128780.050000 sec): 3 clusters
  Score: Raw -869414.524496 + Penalty 2914.770156 = -866499.754340
  nChanged 5
		SP:Iteration 28Q (128780.240000 sec): 3 clusters
  Score: Raw -869419.091060 + Penalty 2914.770156 = -866504.320905
  nChanged 6
		SP:Iteration 29Q (128780.450000 sec): 3 clusters
  Score: Raw -869426.015004 + Penalty 2914.770156 = -866511.244849
  nChanged 8
		SP:Iteration 30Q (128780.620000 sec): 3 clusters
  Score: Raw -869433.387087 + Penalty 2914.770156 = -866518.616931
  nChanged 7
		SP:Iteration 31Q (128780.820000 sec): 3 clusters
  Score: Raw -869442.018835 + Penalty 2914.770156 = -866527.248679
  nChanged 8
		SP:Iteration 32Q (128781.000000 sec): 3 clusters
  Score: Raw -869451.348190 + Penalty 2914.770156 = -866536.578035
  nChanged 2
		SP:Iteration 33Q (128781.210000 sec): 3 clusters
  Score: Raw -869453.220564 + Penalty 2914.770156 = -866538.450409
  nChanged 3
		SP:Iteration 34Q (128781.420000 sec): 3 clusters
  Score: Raw -869455.647040 + Penalty 2914.770156 = -866540.876884
  nChanged 2
		SP:Iteration 35Q (128781.580000 sec): 3 clusters
  Score: Raw -869457.310737 + Penalty 2914.770156 = -866542.540581
  nChanged 0
		SP:Iteration 36F (128781.800000 sec): 3 clusters
  Score: Raw -869457.310737 + Penalty 2914.770156 = -866542.540581
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128781.870000 sec): 2 clusters
  Score: Raw -30605.684268 + Penalty 938.868503 = -29666.815766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128782.020000 sec): 3 clusters
  Score: Raw -30662.050863 + Penalty 1877.737005 = -28784.313858
  nChanged 72
		SP:Iteration 1F (128782.190000 sec): 3 clusters
  Score: Raw -30831.398535 + Penalty 1877.737005 = -28953.661530
  nChanged 17
		SP:Iteration 2F (128782.330000 sec): 3 clusters
  Score: Raw -30897.717228 + Penalty 1877.737005 = -29019.980223
  nChanged 12
		SP:Iteration 3Q (128782.440000 sec): 3 clusters
  Score: Raw -30940.216899 + Penalty 1877.737005 = -29062.479894
  nChanged 8
		SP:Iteration 4Q (128782.570000 sec): 3 clusters
  Score: Raw -30957.089566 + Penalty 1877.737005 = -29079.352561
  nChanged 3
		SP:Iteration 5Q (128782.760000 sec): 3 clusters
  Score: Raw -30962.705843 + Penalty 1877.737005 = -29084.968838
  nChanged 0
		SP:Iteration 6F (128782.920000 sec): 3 clusters
  Score: Raw -30962.705843 + Penalty 1877.737005 = -29084.968838
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128783.000000 sec): 2 clusters
  Score: Raw -309248.702423 + Penalty 1290.922342 = -307957.780081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128783.180000 sec): 3 clusters
  Score: Raw -307958.678848 + Penalty 2581.844685 = -305376.834164
  nChanged 1059
		SP:Iteration 1F (128783.360000 sec): 3 clusters
  Score: Raw -308585.601636 + Penalty 2581.844685 = -306003.756952
  nChanged 219
		SP:Iteration 2F (128783.540000 sec): 3 clusters
  Score: Raw -308721.140581 + Penalty 2581.844685 = -306139.295897
  nChanged 135
		SP:Iteration 3Q (128783.730000 sec): 3 clusters
  Score: Raw -308793.041561 + Penalty 2581.844685 = -306211.196876
  nChanged 99
		SP:Iteration 4Q (128783.880000 sec): 3 clusters
  Score: Raw -308840.538669 + Penalty 2581.844685 = -306258.693985
  nChanged 70
		SP:Iteration 5Q (128784.050000 sec): 3 clusters
  Score: Raw -308870.666499 + Penalty 2581.844685 = -306288.821815
  nChanged 47
		SP:Iteration 6Q (128784.220000 sec): 3 clusters
  Score: Raw -308891.292589 + Penalty 2581.844685 = -306309.447904
  nChanged 44
		SP:Iteration 7Q (128784.420000 sec): 3 clusters
  Score: Raw -308911.736784 + Penalty 2581.844685 = -306329.892099
  nChanged 46
		SP:Iteration 8Q (128784.580000 sec): 3 clusters
  Score: Raw -308932.181526 + Penalty 2581.844685 = -306350.336842
  nChanged 44
		SP:Iteration 9Q (128784.750000 sec): 3 clusters
  Score: Raw -308952.855890 + Penalty 2581.844685 = -306371.011205
  nChanged 40
		SP:Iteration 10Q (128784.950000 sec): 3 clusters
  Score: Raw -308969.442393 + Penalty 2581.844685 = -306387.597709
  nChanged 37
		SP:Iteration 11Q (128785.110000 sec): 3 clusters
  Score: Raw -308983.123783 + Penalty 2581.844685 = -306401.279098
  nChanged 29
		SP:Iteration 12Q (128785.250000 sec): 3 clusters
  Score: Raw -308994.180072 + Penalty 2581.844685 = -306412.335388
  nChanged 20
		SP:Iteration 13Q (128785.390000 sec): 3 clusters
  Score: Raw -308999.619538 + Penalty 2581.844685 = -306417.774854
  nChanged 19
		SP:Iteration 14Q (128785.570000 sec): 3 clusters
  Score: Raw -309006.023540 + Penalty 2581.844685 = -306424.178855
  nChanged 12
		SP:Iteration 15Q (128785.750000 sec): 3 clusters
  Score: Raw -309009.832647 + Penalty 2581.844685 = -306427.987962
  nChanged 14
		SP:Iteration 16Q (128785.910000 sec): 3 clusters
  Score: Raw -309013.602571 + Penalty 2581.844685 = -306431.757887
  nChanged 12
		SP:Iteration 17Q (128786.100000 sec): 3 clusters
  Score: Raw -309018.659045 + Penalty 2581.844685 = -306436.814361
  nChanged 16
		SP:Iteration 18Q (128786.310000 sec): 3 clusters
  Score: Raw -309023.155537 + Penalty 2581.844685 = -306441.310853
  nChanged 12
		SP:Iteration 19Q (128786.470000 sec): 3 clusters
  Score: Raw -309026.294816 + Penalty 2581.844685 = -306444.450131
  nChanged 9
		SP:Iteration 20F (128786.660000 sec): 3 clusters
  Score: Raw -309029.997229 + Penalty 2581.844685 = -306448.152544
  nChanged 9
		SP:Iteration 21Q (128786.790000 sec): 3 clusters
  Score: Raw -309032.901073 + Penalty 2581.844685 = -306451.056389
  nChanged 14
		SP:Iteration 22Q (128786.910000 sec): 3 clusters
  Score: Raw -309036.539172 + Penalty 2581.844685 = -306454.694487
  nChanged 8
		SP:Iteration 23Q (128787.050000 sec): 3 clusters
  Score: Raw -309039.380709 + Penalty 2581.844685 = -306457.536025
  nChanged 5
		SP:Iteration 24Q (128787.210000 sec): 3 clusters
  Score: Raw -309040.385702 + Penalty 2581.844685 = -306458.541017
  nChanged 5
		SP:Iteration 25Q (128787.380000 sec): 3 clusters
  Score: Raw -309041.584129 + Penalty 2581.844685 = -306459.739444
  nChanged 6
		SP:Iteration 26Q (128787.570000 sec): 3 clusters
  Score: Raw -309043.996319 + Penalty 2581.844685 = -306462.151635
  nChanged 7
		SP:Iteration 27Q (128787.740000 sec): 3 clusters
  Score: Raw -309047.364651 + Penalty 2581.844685 = -306465.519966
  nChanged 9
		SP:Iteration 28Q (128787.920000 sec): 3 clusters
  Score: Raw -309050.472719 + Penalty 2581.844685 = -306468.628034
  nChanged 6
		SP:Iteration 29Q (128788.070000 sec): 3 clusters
  Score: Raw -309051.991619 + Penalty 2581.844685 = -306470.146934
  nChanged 8
		SP:Iteration 30Q (128788.240000 sec): 3 clusters
  Score: Raw -309054.054457 + Penalty 2581.844685 = -306472.209772
  nChanged 4
		SP:Iteration 31Q (128788.440000 sec): 3 clusters
  Score: Raw -309055.233854 + Penalty 2581.844685 = -306473.389169
  nChanged 4
		SP:Iteration 32Q (128788.650000 sec): 3 clusters
  Score: Raw -309056.736221 + Penalty 2581.844685 = -306474.891536
  nChanged 4
		SP:Iteration 33Q (128788.830000 sec): 3 clusters
  Score: Raw -309057.593716 + Penalty 2581.844685 = -306475.749031
  nChanged 4
		SP:Iteration 34Q (128788.960000 sec): 3 clusters
  Score: Raw -309058.460175 + Penalty 2581.844685 = -306476.615490
  nChanged 3
		SP:Iteration 35Q (128789.160000 sec): 3 clusters
  Score: Raw -309059.003680 + Penalty 2581.844685 = -306477.158996
  nChanged 1
		SP:Iteration 36Q (128789.320000 sec): 3 clusters
  Score: Raw -309059.483142 + Penalty 2581.844685 = -306477.638457
  nChanged 2
		SP:Iteration 37Q (128789.500000 sec): 3 clusters
  Score: Raw -309060.315385 + Penalty 2581.844685 = -306478.470700
  nChanged 2
		SP:Iteration 38Q (128789.690000 sec): 3 clusters
  Score: Raw -309060.766331 + Penalty 2581.844685 = -306478.921646
  nChanged 4
		SP:Iteration 39Q (128789.900000 sec): 3 clusters
  Score: Raw -309062.372845 + Penalty 2581.844685 = -306480.528160
  nChanged 5
		SP:Iteration 40F (128790.090000 sec): 3 clusters
  Score: Raw -309064.356931 + Penalty 2581.844685 = -306482.512247
  nChanged 4
		SP:Iteration 41Q (128790.250000 sec): 3 clusters
  Score: Raw -309065.264562 + Penalty 2581.844685 = -306483.419878
  nChanged 1
		SP:Iteration 42Q (128790.400000 sec): 3 clusters
  Score: Raw -309065.355715 + Penalty 2581.844685 = -306483.511031
  nChanged 0
		SP:Iteration 43F (128790.550000 sec): 3 clusters
  Score: Raw -309065.355715 + Penalty 2581.844685 = -306483.511031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128790.700000 sec): 2 clusters
  Score: Raw -226619.486740 + Penalty 1251.297971 = -225368.188770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128790.870000 sec): 3 clusters
  Score: Raw -225657.725884 + Penalty 2502.595941 = -223155.129943
  nChanged 827
		SP:Iteration 1F (128791.090000 sec): 3 clusters
  Score: Raw -226229.601438 + Penalty 2502.595941 = -223727.005497
  nChanged 202
		SP:Iteration 2F (128791.210000 sec): 3 clusters
  Score: Raw -226443.621514 + Penalty 2502.595941 = -223941.025572
  nChanged 148
		SP:Iteration 3F (128791.340000 sec): 3 clusters
  Score: Raw -226601.945381 + Penalty 2502.595941 = -224099.349440
  nChanged 126
		SP:Iteration 4F (128791.510000 sec): 3 clusters
  Score: Raw -226727.576380 + Penalty 2502.595941 = -224224.980439
  nChanged 86
		SP:Iteration 5Q (128791.700000 sec): 3 clusters
  Score: Raw -226821.950318 + Penalty 2502.595941 = -224319.354377
  nChanged 75
		SP:Iteration 6Q (128791.820000 sec): 3 clusters
  Score: Raw -226889.246008 + Penalty 2502.595941 = -224386.650067
  nChanged 64
		SP:Iteration 7Q (128791.960000 sec): 3 clusters
  Score: Raw -226951.231900 + Penalty 2502.595941 = -224448.635959
  nChanged 46
		SP:Iteration 8Q (128792.070000 sec): 3 clusters
  Score: Raw -227004.135631 + Penalty 2502.595941 = -224501.539690
  nChanged 54
		SP:Iteration 9Q (128792.230000 sec): 3 clusters
  Score: Raw -227048.159496 + Penalty 2502.595941 = -224545.563555
  nChanged 47
		SP:Iteration 10Q (128792.370000 sec): 3 clusters
  Score: Raw -227080.980851 + Penalty 2502.595941 = -224578.384910
  nChanged 29
		SP:Iteration 11Q (128792.490000 sec): 3 clusters
  Score: Raw -227098.786865 + Penalty 2502.595941 = -224596.190924
  nChanged 31
		SP:Iteration 12Q (128792.640000 sec): 3 clusters
  Score: Raw -227117.316143 + Penalty 2502.595941 = -224614.720202
  nChanged 19
		SP:Iteration 13Q (128792.840000 sec): 3 clusters
  Score: Raw -227130.957315 + Penalty 2502.595941 = -224628.361374
  nChanged 13
		SP:Iteration 14Q (128792.990000 sec): 3 clusters
  Score: Raw -227138.506982 + Penalty 2502.595941 = -224635.911041
  nChanged 13
		SP:Iteration 15Q (128793.130000 sec): 3 clusters
  Score: Raw -227144.762460 + Penalty 2502.595941 = -224642.166519
  nChanged 9
		SP:Iteration 16Q (128793.260000 sec): 3 clusters
  Score: Raw -227148.469100 + Penalty 2502.595941 = -224645.873159
  nChanged 7
		SP:Iteration 17Q (128793.400000 sec): 3 clusters
  Score: Raw -227151.732419 + Penalty 2502.595941 = -224649.136478
  nChanged 6
		SP:Iteration 18Q (128793.560000 sec): 3 clusters
  Score: Raw -227154.754074 + Penalty 2502.595941 = -224652.158133
  nChanged 5
		SP:Iteration 19Q (128793.680000 sec): 3 clusters
  Score: Raw -227157.826168 + Penalty 2502.595941 = -224655.230227
  nChanged 6
		SP:Iteration 20F (128793.840000 sec): 3 clusters
  Score: Raw -227161.869845 + Penalty 2502.595941 = -224659.273904
  nChanged 6
		SP:Iteration 21Q (128793.990000 sec): 3 clusters
  Score: Raw -227164.208623 + Penalty 2502.595941 = -224661.612682
  nChanged 3
		SP:Iteration 22Q (128794.140000 sec): 3 clusters
  Score: Raw -227165.141321 + Penalty 2502.595941 = -224662.545380
  nChanged 1
		SP:Iteration 23Q (128794.370000 sec): 3 clusters
  Score: Raw -227165.500571 + Penalty 2502.595941 = -224662.904630
  nChanged 2
		SP:Iteration 24Q (128794.520000 sec): 3 clusters
  Score: Raw -227166.356108 + Penalty 2502.595941 = -224663.760167
  nChanged 4
		SP:Iteration 25Q (128794.730000 sec): 3 clusters
  Score: Raw -227167.919416 + Penalty 2502.595941 = -224665.323475
  nChanged 3
		SP:Iteration 26Q (128794.920000 sec): 3 clusters
  Score: Raw -227170.295668 + Penalty 2502.595941 = -224667.699727
  nChanged 2
		SP:Iteration 27Q (128795.070000 sec): 3 clusters
  Score: Raw -227171.726338 + Penalty 2502.595941 = -224669.130396
  nChanged 2
		SP:Iteration 28Q (128795.240000 sec): 3 clusters
  Score: Raw -227172.266758 + Penalty 2502.595941 = -224669.670817
  nChanged 2
		SP:Iteration 29Q (128795.420000 sec): 3 clusters
  Score: Raw -227172.997613 + Penalty 2502.595941 = -224670.401672
  nChanged 1
		SP:Iteration 30Q (128795.630000 sec): 3 clusters
  Score: Raw -227173.326604 + Penalty 2502.595941 = -224670.730662
  nChanged 2
		SP:Iteration 31Q (128795.800000 sec): 3 clusters
  Score: Raw -227174.029017 + Penalty 2502.595941 = -224671.433076
  nChanged 3
		SP:Iteration 32Q (128795.960000 sec): 3 clusters
  Score: Raw -227174.674481 + Penalty 2502.595941 = -224672.078540
  nChanged 2
		SP:Iteration 33Q (128796.140000 sec): 3 clusters
  Score: Raw -227176.807934 + Penalty 2502.595941 = -224674.211993
  nChanged 4
		SP:Iteration 34Q (128796.320000 sec): 3 clusters
  Score: Raw -227179.562145 + Penalty 2502.595941 = -224676.966204
  nChanged 9
		SP:Iteration 35Q (128796.520000 sec): 3 clusters
  Score: Raw -227184.842215 + Penalty 2502.595941 = -224682.246274
  nChanged 5
		SP:Iteration 36Q (128796.630000 sec): 3 clusters
  Score: Raw -227186.327778 + Penalty 2502.595941 = -224683.731837
  nChanged 4
		SP:Iteration 37Q (128796.810000 sec): 3 clusters
  Score: Raw -227188.290155 + Penalty 2502.595941 = -224685.694213
  nChanged 4
		SP:Iteration 38Q (128797.000000 sec): 3 clusters
  Score: Raw -227189.507338 + Penalty 2502.595941 = -224686.911397
  nChanged 5
		SP:Iteration 39Q (128797.140000 sec): 3 clusters
  Score: Raw -227190.874623 + Penalty 2502.595941 = -224688.278682
  nChanged 1
		SP:Iteration 40F (128797.310000 sec): 3 clusters
  Score: Raw -227191.092354 + Penalty 2502.595941 = -224688.496412
  nChanged 2
		SP:Iteration 41Q (128797.480000 sec): 3 clusters
  Score: Raw -227191.732378 + Penalty 2502.595941 = -224689.136437
  nChanged 1
		SP:Iteration 42Q (128797.640000 sec): 3 clusters
  Score: Raw -227191.854631 + Penalty 2502.595941 = -224689.258689
  nChanged 0
		SP:Iteration 43F (128797.860000 sec): 3 clusters
  Score: Raw -227191.854631 + Penalty 2502.595941 = -224689.258689
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128797.950000 sec): 2 clusters
  Score: Raw -412320.025991 + Penalty 1345.697870 = -410974.328122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128798.160000 sec): 3 clusters
  Score: Raw -410389.504449 + Penalty 2691.395740 = -407698.108709
  nChanged 1522
		SP:Iteration 1F (128798.360000 sec): 3 clusters
  Score: Raw -411281.016500 + Penalty 2691.395740 = -408589.620760
  nChanged 337
		SP:Iteration 2F (128798.520000 sec): 3 clusters
  Score: Raw -411509.401026 + Penalty 2691.395740 = -408818.005286
  nChanged 227
		SP:Iteration 3F (128798.700000 sec): 3 clusters
  Score: Raw -411666.942251 + Penalty 2691.395740 = -408975.546511
  nChanged 186
		SP:Iteration 4Q (128798.880000 sec): 3 clusters
  Score: Raw -411821.765642 + Penalty 2691.395740 = -409130.369902
  nChanged 173
		SP:Iteration 5Q (128799.090000 sec): 3 clusters
  Score: Raw -411960.629318 + Penalty 2691.395740 = -409269.233578
  nChanged 181
		SP:Iteration 6Q (128799.240000 sec): 3 clusters
  Score: Raw -412095.961671 + Penalty 2691.395740 = -409404.565931
  nChanged 155
		SP:Iteration 7Q (128799.440000 sec): 3 clusters
  Score: Raw -412207.712819 + Penalty 2691.395740 = -409516.317079
  nChanged 141
		SP:Iteration 8Q (128799.640000 sec): 3 clusters
  Score: Raw -412316.195015 + Penalty 2691.395740 = -409624.799275
  nChanged 135
		SP:Iteration 9Q (128799.790000 sec): 3 clusters
  Score: Raw -412433.102053 + Penalty 2691.395740 = -409741.706313
  nChanged 134
		SP:Iteration 10Q (128799.940000 sec): 3 clusters
  Score: Raw -412544.015598 + Penalty 2691.395740 = -409852.619859
  nChanged 116
		SP:Iteration 11Q (128800.090000 sec): 3 clusters
  Score: Raw -412641.446908 + Penalty 2691.395740 = -409950.051168
  nChanged 110
		SP:Iteration 12Q (128800.240000 sec): 3 clusters
  Score: Raw -412739.804850 + Penalty 2691.395740 = -410048.409110
  nChanged 84
		SP:Iteration 13Q (128800.400000 sec): 3 clusters
  Score: Raw -412803.263540 + Penalty 2691.395740 = -410111.867800
  nChanged 64
		SP:Iteration 14Q (128800.580000 sec): 3 clusters
  Score: Raw -412840.141057 + Penalty 2691.395740 = -410148.745317
  nChanged 55
		SP:Iteration 15Q (128800.740000 sec): 3 clusters
  Score: Raw -412866.136610 + Penalty 2691.395740 = -410174.740870
  nChanged 29
		SP:Iteration 16Q (128800.920000 sec): 3 clusters
  Score: Raw -412882.087532 + Penalty 2691.395740 = -410190.691792
  nChanged 30
		SP:Iteration 17Q (128801.120000 sec): 3 clusters
  Score: Raw -412899.995230 + Penalty 2691.395740 = -410208.599490
  nChanged 38
		SP:Iteration 18Q (128801.290000 sec): 3 clusters
  Score: Raw -412919.408856 + Penalty 2691.395740 = -410228.013116
  nChanged 35
		SP:Iteration 19Q (128801.490000 sec): 3 clusters
  Score: Raw -412932.340547 + Penalty 2691.395740 = -410240.944807
  nChanged 20
		SP:Iteration 20F (128801.670000 sec): 3 clusters
  Score: Raw -412940.815607 + Penalty 2691.395740 = -410249.419868
  nChanged 17
		SP:Iteration 21Q (128801.830000 sec): 3 clusters
  Score: Raw -412947.187175 + Penalty 2691.395740 = -410255.791435
  nChanged 12
		SP:Iteration 22Q (128802.030000 sec): 3 clusters
  Score: Raw -412949.553658 + Penalty 2691.395740 = -410258.157919
  nChanged 6
		SP:Iteration 23Q (128802.180000 sec): 3 clusters
  Score: Raw -412951.379960 + Penalty 2691.395740 = -410259.984220
  nChanged 7
		SP:Iteration 24Q (128802.370000 sec): 3 clusters
  Score: Raw -412953.013586 + Penalty 2691.395740 = -410261.617846
  nChanged 4
		SP:Iteration 25Q (128802.550000 sec): 3 clusters
  Score: Raw -412954.237224 + Penalty 2691.395740 = -410262.841484
  nChanged 3
		SP:Iteration 26Q (128802.770000 sec): 3 clusters
  Score: Raw -412955.084372 + Penalty 2691.395740 = -410263.688632
  nChanged 3
		SP:Iteration 27Q (128802.950000 sec): 3 clusters
  Score: Raw -412955.912082 + Penalty 2691.395740 = -410264.516342
  nChanged 2
		SP:Iteration 28Q (128803.090000 sec): 3 clusters
  Score: Raw -412956.517244 + Penalty 2691.395740 = -410265.121504
  nChanged 5
		SP:Iteration 29Q (128803.310000 sec): 3 clusters
  Score: Raw -412958.234906 + Penalty 2691.395740 = -410266.839166
  nChanged 6
		SP:Iteration 30Q (128803.500000 sec): 3 clusters
  Score: Raw -412960.927651 + Penalty 2691.395740 = -410269.531911
  nChanged 9
		SP:Iteration 31Q (128803.670000 sec): 3 clusters
  Score: Raw -412964.810703 + Penalty 2691.395740 = -410273.414963
  nChanged 9
		SP:Iteration 32Q (128803.840000 sec): 3 clusters
  Score: Raw -412967.471756 + Penalty 2691.395740 = -410276.076016
  nChanged 10
		SP:Iteration 33Q (128804.030000 sec): 3 clusters
  Score: Raw -412970.686010 + Penalty 2691.395740 = -410279.290270
  nChanged 13
		SP:Iteration 34Q (128804.240000 sec): 3 clusters
  Score: Raw -412977.208514 + Penalty 2691.395740 = -410285.812774
  nChanged 14
		SP:Iteration 35Q (128804.460000 sec): 3 clusters
  Score: Raw -412982.637491 + Penalty 2691.395740 = -410291.241751
  nChanged 12
		SP:Iteration 36Q (128804.620000 sec): 3 clusters
  Score: Raw -412986.297653 + Penalty 2691.395740 = -410294.901913
  nChanged 5
		SP:Iteration 37Q (128804.790000 sec): 3 clusters
  Score: Raw -412988.557570 + Penalty 2691.395740 = -410297.161830
  nChanged 5
		SP:Iteration 38Q (128805.000000 sec): 3 clusters
  Score: Raw -412990.199689 + Penalty 2691.395740 = -410298.803949
  nChanged 4
		SP:Iteration 39Q (128805.150000 sec): 3 clusters
  Score: Raw -412990.957666 + Penalty 2691.395740 = -410299.561926
  nChanged 3
		SP:Iteration 40F (128805.370000 sec): 3 clusters
  Score: Raw -412991.530776 + Penalty 2691.395740 = -410300.135037
  nChanged 3
		SP:Iteration 41Q (128805.520000 sec): 3 clusters
  Score: Raw -412992.713294 + Penalty 2691.395740 = -410301.317554
  nChanged 4
		SP:Iteration 42Q (128805.700000 sec): 3 clusters
  Score: Raw -412994.810504 + Penalty 2691.395740 = -410303.414764
  nChanged 3
		SP:Iteration 43Q (128805.890000 sec): 3 clusters
  Score: Raw -412996.290766 + Penalty 2691.395740 = -410304.895026
  nChanged 8
		SP:Iteration 44Q (128806.080000 sec): 3 clusters
  Score: Raw -412998.680304 + Penalty 2691.395740 = -410307.284564
  nChanged 5
		SP:Iteration 45Q (128806.320000 sec): 3 clusters
  Score: Raw -413001.304795 + Penalty 2691.395740 = -410309.909055
  nChanged 8
		SP:Iteration 46Q (128806.480000 sec): 3 clusters
  Score: Raw -413003.838496 + Penalty 2691.395740 = -410312.442756
  nChanged 5
		SP:Iteration 47Q (128806.640000 sec): 3 clusters
  Score: Raw -413006.326394 + Penalty 2691.395740 = -410314.930655
  nChanged 7
		SP:Iteration 48Q (128806.840000 sec): 3 clusters
  Score: Raw -413008.071866 + Penalty 2691.395740 = -410316.676126
  nChanged 4
		SP:Iteration 49Q (128807.040000 sec): 3 clusters
  Score: Raw -413009.669254 + Penalty 2691.395740 = -410318.273514
  nChanged 5
		SP:Iteration 50Q (128807.260000 sec): 3 clusters
  Score: Raw -413011.739722 + Penalty 2691.395740 = -410320.343982
  nChanged 5
		SP:Iteration 51Q (128807.430000 sec): 3 clusters
  Score: Raw -413013.830786 + Penalty 2691.395740 = -410322.435046
  nChanged 10
		SP:Iteration 52Q (128807.620000 sec): 3 clusters
  Score: Raw -413018.386986 + Penalty 2691.395740 = -410326.991247
  nChanged 6
		SP:Iteration 53Q (128807.760000 sec): 3 clusters
  Score: Raw -413020.551388 + Penalty 2691.395740 = -410329.155648
  nChanged 2
		SP:Iteration 54Q (128807.930000 sec): 3 clusters
  Score: Raw -413021.407270 + Penalty 2691.395740 = -410330.011531
  nChanged 4
		SP:Iteration 55Q (128808.090000 sec): 3 clusters
  Score: Raw -413022.477524 + Penalty 2691.395740 = -410331.081784
  nChanged 5
		SP:Iteration 56Q (128808.280000 sec): 3 clusters
  Score: Raw -413024.296454 + Penalty 2691.395740 = -410332.900714
  nChanged 3
		SP:Iteration 57Q (128808.410000 sec): 3 clusters
  Score: Raw -413025.441702 + Penalty 2691.395740 = -410334.045962
  nChanged 1
		SP:Iteration 58Q (128808.580000 sec): 3 clusters
  Score: Raw -413025.900186 + Penalty 2691.395740 = -410334.504446
  nChanged 0
		SP:Iteration 59F (128808.750000 sec): 3 clusters
  Score: Raw -413025.900186 + Penalty 2691.395740 = -410334.504446
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128808.870000 sec): 2 clusters
  Score: Raw -64226.341541 + Penalty 1035.941533 = -63190.400008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128809.040000 sec): 3 clusters
  Score: Raw -64111.478566 + Penalty 2071.883066 = -62039.595500
  nChanged 152
		SP:Iteration 1F (128809.230000 sec): 3 clusters
  Score: Raw -64311.054356 + Penalty 2071.883066 = -62239.171290
  nChanged 37
		SP:Iteration 2F (128809.390000 sec): 3 clusters
  Score: Raw -64425.989969 + Penalty 2071.883066 = -62354.106902
  nChanged 29
		SP:Iteration 3Q (128809.570000 sec): 3 clusters
  Score: Raw -64557.983729 + Penalty 2071.883066 = -62486.100663
  nChanged 29
		SP:Iteration 4Q (128809.800000 sec): 3 clusters
  Score: Raw -64656.415739 + Penalty 2071.883066 = -62584.532672
  nChanged 24
		SP:Iteration 5Q (128809.920000 sec): 3 clusters
  Score: Raw -64763.563637 + Penalty 2071.883066 = -62691.680570
  nChanged 23
		SP:Iteration 6Q (128810.120000 sec): 3 clusters
  Score: Raw -64806.180658 + Penalty 2071.883066 = -62734.297592
  nChanged 23
		SP:Iteration 7Q (128810.290000 sec): 3 clusters
  Score: Raw -64845.848480 + Penalty 2071.883066 = -62773.965413
  nChanged 26
		SP:Iteration 8Q (128810.430000 sec): 3 clusters
  Score: Raw -64895.577327 + Penalty 2071.883066 = -62823.694260
  nChanged 25
		SP:Iteration 9Q (128810.610000 sec): 3 clusters
  Score: Raw -64937.674755 + Penalty 2071.883066 = -62865.791689
  nChanged 16
		SP:Iteration 10Q (128810.750000 sec): 3 clusters
  Score: Raw -64962.085127 + Penalty 2071.883066 = -62890.202061
  nChanged 8
		SP:Iteration 11Q (128810.910000 sec): 3 clusters
  Score: Raw -64975.581480 + Penalty 2071.883066 = -62903.698413
  nChanged 2
		SP:Iteration 12Q (128811.080000 sec): 3 clusters
  Score: Raw -64980.112401 + Penalty 2071.883066 = -62908.229335
  nChanged 2
		SP:Iteration 13Q (128811.280000 sec): 3 clusters
  Score: Raw -64982.092313 + Penalty 2071.883066 = -62910.209247
  nChanged 0
		SP:Iteration 14F (128811.440000 sec): 3 clusters
  Score: Raw -64982.092313 + Penalty 2071.883066 = -62910.209247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128811.550000 sec): 2 clusters
  Score: Raw -288051.415538 + Penalty 1282.766085 = -286768.649453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128811.760000 sec): 3 clusters
  Score: Raw -286847.306115 + Penalty 2565.532170 = -284281.773945
  nChanged 968
		SP:Iteration 1F (128811.910000 sec): 3 clusters
  Score: Raw -287445.056874 + Penalty 2565.532170 = -284879.524704
  nChanged 198
		SP:Iteration 2F (128812.090000 sec): 3 clusters
  Score: Raw -287587.689777 + Penalty 2565.532170 = -285022.157607
  nChanged 133
		SP:Iteration 3Q (128812.270000 sec): 3 clusters
  Score: Raw -287684.644591 + Penalty 2565.532170 = -285119.112421
  nChanged 101
		SP:Iteration 4Q (128812.420000 sec): 3 clusters
  Score: Raw -287754.390891 + Penalty 2565.532170 = -285188.858721
  nChanged 88
		SP:Iteration 5Q (128812.580000 sec): 3 clusters
  Score: Raw -287813.278929 + Penalty 2565.532170 = -285247.746760
  nChanged 71
		SP:Iteration 6Q (128812.750000 sec): 3 clusters
  Score: Raw -287853.623641 + Penalty 2565.532170 = -285288.091471
  nChanged 69
		SP:Iteration 7Q (128812.930000 sec): 3 clusters
  Score: Raw -287898.248280 + Penalty 2565.532170 = -285332.716110
  nChanged 60
		SP:Iteration 8Q (128813.090000 sec): 3 clusters
  Score: Raw -287938.566289 + Penalty 2565.532170 = -285373.034119
  nChanged 56
		SP:Iteration 9Q (128813.280000 sec): 3 clusters
  Score: Raw -287971.623835 + Penalty 2565.532170 = -285406.091665
  nChanged 54
		SP:Iteration 10Q (128813.480000 sec): 3 clusters
  Score: Raw -288014.379245 + Penalty 2565.532170 = -285448.847075
  nChanged 62
		SP:Iteration 11Q (128813.660000 sec): 3 clusters
  Score: Raw -288065.567443 + Penalty 2565.532170 = -285500.035273
  nChanged 76
		SP:Iteration 12Q (128813.840000 sec): 3 clusters
  Score: Raw -288126.803841 + Penalty 2565.532170 = -285561.271671
  nChanged 70
		SP:Iteration 13Q (128814.040000 sec): 3 clusters
  Score: Raw -288191.371434 + Penalty 2565.532170 = -285625.839264
  nChanged 70
		SP:Iteration 14Q (128814.230000 sec): 3 clusters
  Score: Raw -288278.217031 + Penalty 2565.532170 = -285712.684862
  nChanged 68
		SP:Iteration 15Q (128814.420000 sec): 3 clusters
  Score: Raw -288365.085399 + Penalty 2565.532170 = -285799.553229
  nChanged 82
		SP:Iteration 16Q (128814.590000 sec): 3 clusters
  Score: Raw -288470.737157 + Penalty 2565.532170 = -285905.204987
  nChanged 69
		SP:Iteration 17Q (128814.780000 sec): 3 clusters
  Score: Raw -288549.669580 + Penalty 2565.532170 = -285984.137410
  nChanged 58
		SP:Iteration 18Q (128814.980000 sec): 3 clusters
  Score: Raw -288608.743129 + Penalty 2565.532170 = -286043.210959
  nChanged 69
		SP:Iteration 19Q (128815.160000 sec): 3 clusters
  Score: Raw -288676.070932 + Penalty 2565.532170 = -286110.538762
  nChanged 41
		SP:Iteration 20F (128815.340000 sec): 3 clusters
  Score: Raw -288713.637311 + Penalty 2565.532170 = -286148.105141
  nChanged 41
		SP:Iteration 21Q (128815.500000 sec): 3 clusters
  Score: Raw -288748.765381 + Penalty 2565.532170 = -286183.233211
  nChanged 24
		SP:Iteration 22Q (128815.660000 sec): 3 clusters
  Score: Raw -288764.545534 + Penalty 2565.532170 = -286199.013364
  nChanged 16
		SP:Iteration 23Q (128815.820000 sec): 3 clusters
  Score: Raw -288773.177190 + Penalty 2565.532170 = -286207.645020
  nChanged 17
		SP:Iteration 24Q (128816.000000 sec): 3 clusters
  Score: Raw -288781.663306 + Penalty 2565.532170 = -286216.131136
  nChanged 6
		SP:Iteration 25Q (128816.140000 sec): 3 clusters
  Score: Raw -288785.064824 + Penalty 2565.532170 = -286219.532654
  nChanged 6
		SP:Iteration 26Q (128816.300000 sec): 3 clusters
  Score: Raw -288787.623063 + Penalty 2565.532170 = -286222.090893
  nChanged 2
		SP:Iteration 27Q (128816.420000 sec): 3 clusters
  Score: Raw -288788.466696 + Penalty 2565.532170 = -286222.934526
  nChanged 1
		SP:Iteration 28Q (128816.580000 sec): 3 clusters
  Score: Raw -288788.612536 + Penalty 2565.532170 = -286223.080366
  nChanged 0
		SP:Iteration 29F (128816.740000 sec): 3 clusters
  Score: Raw -288788.612536 + Penalty 2565.532170 = -286223.080366
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128816.910000 sec): 2 clusters
  Score: Raw -957655.437507 + Penalty 1474.479255 = -956180.958252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128817.120000 sec): 3 clusters
  Score: Raw -952851.074343 + Penalty 2948.958511 = -949902.115832
  nChanged 3687
		SP:Iteration 1F (128817.360000 sec): 3 clusters
  Score: Raw -954891.873152 + Penalty 2948.958511 = -951942.914641
  nChanged 551
		SP:Iteration 2F (128817.550000 sec): 3 clusters
  Score: Raw -955168.829204 + Penalty 2948.958511 = -952219.870693
  nChanged 468
		SP:Iteration 3F (128817.720000 sec): 3 clusters
  Score: Raw -955386.847162 + Penalty 2948.958511 = -952437.888652
  nChanged 406
		SP:Iteration 4Q (128817.950000 sec): 3 clusters
  Score: Raw -955600.023305 + Penalty 2948.958511 = -952651.064794
  nChanged 419
		SP:Iteration 5Q (128818.170000 sec): 3 clusters
  Score: Raw -955835.647031 + Penalty 2948.958511 = -952886.688520
  nChanged 423
		SP:Iteration 6Q (128818.380000 sec): 3 clusters
  Score: Raw -956061.473826 + Penalty 2948.958511 = -953112.515315
  nChanged 387
		SP:Iteration 7Q (128818.580000 sec): 3 clusters
  Score: Raw -956291.327796 + Penalty 2948.958511 = -953342.369286
  nChanged 380
		SP:Iteration 8Q (128818.770000 sec): 3 clusters
  Score: Raw -956507.836513 + Penalty 2948.958511 = -953558.878002
  nChanged 340
		SP:Iteration 9Q (128818.970000 sec): 3 clusters
  Score: Raw -956709.800141 + Penalty 2948.958511 = -953760.841630
  nChanged 308
		SP:Iteration 10Q (128819.220000 sec): 3 clusters
  Score: Raw -956893.011549 + Penalty 2948.958511 = -953944.053038
  nChanged 262
		SP:Iteration 11Q (128819.380000 sec): 3 clusters
  Score: Raw -957049.676122 + Penalty 2948.958511 = -954100.717612
  nChanged 224
		SP:Iteration 12Q (128819.540000 sec): 3 clusters
  Score: Raw -957201.104481 + Penalty 2948.958511 = -954252.145971
  nChanged 196
		SP:Iteration 13Q (128819.690000 sec): 3 clusters
  Score: Raw -957326.506325 + Penalty 2948.958511 = -954377.547815
  nChanged 162
		SP:Iteration 14Q (128819.870000 sec): 3 clusters
  Score: Raw -957434.654500 + Penalty 2948.958511 = -954485.695989
  nChanged 122
		SP:Iteration 15Q (128820.060000 sec): 3 clusters
  Score: Raw -957522.516857 + Penalty 2948.958511 = -954573.558346
  nChanged 90
		SP:Iteration 16Q (128820.280000 sec): 3 clusters
  Score: Raw -957588.910312 + Penalty 2948.958511 = -954639.951801
  nChanged 88
		SP:Iteration 17Q (128820.440000 sec): 3 clusters
  Score: Raw -957655.166274 + Penalty 2948.958511 = -954706.207763
  nChanged 73
		SP:Iteration 18Q (128820.680000 sec): 3 clusters
  Score: Raw -957706.319768 + Penalty 2948.958511 = -954757.361258
  nChanged 48
		SP:Iteration 19Q (128820.860000 sec): 3 clusters
  Score: Raw -957745.910502 + Penalty 2948.958511 = -954796.951991
  nChanged 45
		SP:Iteration 20F (128821.080000 sec): 3 clusters
  Score: Raw -957788.101478 + Penalty 2948.958511 = -954839.142967
  nChanged 28
		SP:Iteration 21Q (128821.310000 sec): 3 clusters
  Score: Raw -957807.689842 + Penalty 2948.958511 = -954858.731331
  nChanged 20
		SP:Iteration 22Q (128821.470000 sec): 3 clusters
  Score: Raw -957821.018305 + Penalty 2948.958511 = -954872.059794
  nChanged 12
		SP:Iteration 23Q (128821.680000 sec): 3 clusters
  Score: Raw -957828.620045 + Penalty 2948.958511 = -954879.661534
  nChanged 7
		SP:Iteration 24Q (128821.840000 sec): 3 clusters
  Score: Raw -957833.288624 + Penalty 2948.958511 = -954884.330113
  nChanged 3
		SP:Iteration 25Q (128822.070000 sec): 3 clusters
  Score: Raw -957835.774635 + Penalty 2948.958511 = -954886.816124
  nChanged 3
		SP:Iteration 26Q (128822.280000 sec): 3 clusters
  Score: Raw -957837.460565 + Penalty 2948.958511 = -954888.502054
  nChanged 4
		SP:Iteration 27Q (128822.460000 sec): 3 clusters
  Score: Raw -957839.437931 + Penalty 2948.958511 = -954890.479420
  nChanged 2
		SP:Iteration 28Q (128822.600000 sec): 3 clusters
  Score: Raw -957840.478878 + Penalty 2948.958511 = -954891.520367
  nChanged 3
		SP:Iteration 29Q (128822.750000 sec): 3 clusters
  Score: Raw -957842.214796 + Penalty 2948.958511 = -954893.256285
  nChanged 4
		SP:Iteration 30Q (128823.010000 sec): 3 clusters
  Score: Raw -957846.036277 + Penalty 2948.958511 = -954897.077767
  nChanged 6
		SP:Iteration 31Q (128823.180000 sec): 3 clusters
  Score: Raw -957851.049031 + Penalty 2948.958511 = -954902.090520
  nChanged 8
		SP:Iteration 32Q (128823.390000 sec): 3 clusters
  Score: Raw -957854.676553 + Penalty 2948.958511 = -954905.718042
  nChanged 3
		SP:Iteration 33Q (128823.610000 sec): 3 clusters
  Score: Raw -957857.003070 + Penalty 2948.958511 = -954908.044559
  nChanged 4
		SP:Iteration 34Q (128823.790000 sec): 3 clusters
  Score: Raw -957860.301903 + Penalty 2948.958511 = -954911.343393
  nChanged 3
		SP:Iteration 35Q (128823.950000 sec): 3 clusters
  Score: Raw -957862.716810 + Penalty 2948.958511 = -954913.758299
  nChanged 1
		SP:Iteration 36Q (128824.060000 sec): 3 clusters
  Score: Raw -957863.084033 + Penalty 2948.958511 = -954914.125523
  nChanged 1
		SP:Iteration 37Q (128824.260000 sec): 3 clusters
  Score: Raw -957863.648227 + Penalty 2948.958511 = -954914.689716
  nChanged 0
		SP:Iteration 38F (128824.420000 sec): 3 clusters
  Score: Raw -957863.648227 + Penalty 2948.958511 = -954914.689716
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128824.520000 sec): 2 clusters
  Score: Raw -220784.659088 + Penalty 1263.550559 = -219521.108529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128824.640000 sec): 3 clusters
  Score: Raw -219754.698981 + Penalty 2527.101119 = -217227.597862
  nChanged 921
		SP:Iteration 1F (128824.820000 sec): 3 clusters
  Score: Raw -220585.987739 + Penalty 2527.101119 = -218058.886620
  nChanged 254
		SP:Iteration 2F (128824.950000 sec): 3 clusters
  Score: Raw -220853.672179 + Penalty 2527.101119 = -218326.571060
  nChanged 167
		SP:Iteration 3F (128825.160000 sec): 3 clusters
  Score: Raw -221022.503601 + Penalty 2527.101119 = -218495.402482
  nChanged 136
		SP:Iteration 4F (128825.310000 sec): 3 clusters
  Score: Raw -221159.965833 + Penalty 2527.101119 = -218632.864714
  nChanged 96
		SP:Iteration 5Q (128825.500000 sec): 3 clusters
  Score: Raw -221278.670021 + Penalty 2527.101119 = -218751.568902
  nChanged 99
		SP:Iteration 6Q (128825.660000 sec): 3 clusters
  Score: Raw -221383.017488 + Penalty 2527.101119 = -218855.916369
  nChanged 77
		SP:Iteration 7Q (128825.840000 sec): 3 clusters
  Score: Raw -221454.390015 + Penalty 2527.101119 = -218927.288896
  nChanged 70
		SP:Iteration 8Q (128826.000000 sec): 3 clusters
  Score: Raw -221515.985113 + Penalty 2527.101119 = -218988.883995
  nChanged 64
		SP:Iteration 9Q (128826.180000 sec): 3 clusters
  Score: Raw -221559.019678 + Penalty 2527.101119 = -219031.918559
  nChanged 39
		SP:Iteration 10Q (128826.270000 sec): 3 clusters
  Score: Raw -221587.718711 + Penalty 2527.101119 = -219060.617592
  nChanged 32
		SP:Iteration 11Q (128826.420000 sec): 3 clusters
  Score: Raw -221610.627663 + Penalty 2527.101119 = -219083.526544
  nChanged 25
		SP:Iteration 12Q (128826.590000 sec): 3 clusters
  Score: Raw -221622.563558 + Penalty 2527.101119 = -219095.462439
  nChanged 16
		SP:Iteration 13Q (128826.690000 sec): 3 clusters
  Score: Raw -221628.026565 + Penalty 2527.101119 = -219100.925446
  nChanged 13
		SP:Iteration 14Q (128826.820000 sec): 3 clusters
  Score: Raw -221633.157301 + Penalty 2527.101119 = -219106.056183
  nChanged 7
		SP:Iteration 15Q (128826.980000 sec): 3 clusters
  Score: Raw -221635.350702 + Penalty 2527.101119 = -219108.249583
  nChanged 9
		SP:Iteration 16Q (128827.180000 sec): 3 clusters
  Score: Raw -221637.854131 + Penalty 2527.101119 = -219110.753012
  nChanged 5
		SP:Iteration 17Q (128827.360000 sec): 3 clusters
  Score: Raw -221639.429204 + Penalty 2527.101119 = -219112.328085
  nChanged 2
		SP:Iteration 18Q (128827.540000 sec): 3 clusters
  Score: Raw -221639.762528 + Penalty 2527.101119 = -219112.661409
  nChanged 2
		SP:Iteration 19Q (128827.740000 sec): 3 clusters
  Score: Raw -221640.540046 + Penalty 2527.101119 = -219113.438927
  nChanged 5
		SP:Iteration 20F (128827.950000 sec): 3 clusters
  Score: Raw -221642.618884 + Penalty 2527.101119 = -219115.517765
  nChanged 9
		SP:Iteration 21Q (128828.120000 sec): 3 clusters
  Score: Raw -221644.644037 + Penalty 2527.101119 = -219117.542918
  nChanged 9
		SP:Iteration 22Q (128828.310000 sec): 3 clusters
  Score: Raw -221647.172317 + Penalty 2527.101119 = -219120.071198
  nChanged 12
		SP:Iteration 23Q (128828.490000 sec): 3 clusters
  Score: Raw -221652.409080 + Penalty 2527.101119 = -219125.307961
  nChanged 11
		SP:Iteration 24Q (128828.610000 sec): 3 clusters
  Score: Raw -221658.551952 + Penalty 2527.101119 = -219131.450833
  nChanged 11
		SP:Iteration 25Q (128828.820000 sec): 3 clusters
  Score: Raw -221662.530091 + Penalty 2527.101119 = -219135.428973
  nChanged 9
		SP:Iteration 26Q (128828.980000 sec): 3 clusters
  Score: Raw -221667.742542 + Penalty 2527.101119 = -219140.641424
  nChanged 10
		SP:Iteration 27Q (128829.180000 sec): 3 clusters
  Score: Raw -221671.954319 + Penalty 2527.101119 = -219144.853200
  nChanged 9
		SP:Iteration 28Q (128829.340000 sec): 3 clusters
  Score: Raw -221674.577062 + Penalty 2527.101119 = -219147.475943
  nChanged 6
		SP:Iteration 29Q (128829.520000 sec): 3 clusters
  Score: Raw -221675.863114 + Penalty 2527.101119 = -219148.761995
  nChanged 5
		SP:Iteration 30Q (128829.690000 sec): 3 clusters
  Score: Raw -221677.701762 + Penalty 2527.101119 = -219150.600643
  nChanged 6
		SP:Iteration 31Q (128829.830000 sec): 3 clusters
  Score: Raw -221681.249400 + Penalty 2527.101119 = -219154.148281
  nChanged 8
		SP:Iteration 32Q (128830.020000 sec): 3 clusters
  Score: Raw -221685.749479 + Penalty 2527.101119 = -219158.648361
  nChanged 6
		SP:Iteration 33Q (128830.190000 sec): 3 clusters
  Score: Raw -221687.368368 + Penalty 2527.101119 = -219160.267249
  nChanged 0
		SP:Iteration 34F (128830.340000 sec): 3 clusters
  Score: Raw -221687.368368 + Penalty 2527.101119 = -219160.267249
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128830.430000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128830.620000 sec): 3 clusters
  Score: Raw -36111.502325 + Penalty 1900.092602 = -34211.409724
  nChanged 61
		SP:Iteration 1F (128830.800000 sec): 3 clusters
  Score: Raw -36231.174773 + Penalty 1900.092602 = -34331.082171
  nChanged 11
		SP:Iteration 2Q (128830.950000 sec): 3 clusters
  Score: Raw -36260.607545 + Penalty 1900.092602 = -34360.514944
  nChanged 6
		SP:Iteration 3Q (128831.110000 sec): 3 clusters
  Score: Raw -36285.016050 + Penalty 1900.092602 = -34384.923449
  nChanged 5
		SP:Iteration 4Q (128831.280000 sec): 3 clusters
  Score: Raw -36304.718899 + Penalty 1900.092602 = -34404.626297
  nChanged 7
		SP:Iteration 5Q (128831.420000 sec): 3 clusters
  Score: Raw -36321.655891 + Penalty 1900.092602 = -34421.563289
  nChanged 4
		SP:Iteration 6Q (128831.590000 sec): 3 clusters
  Score: Raw -36330.645330 + Penalty 1900.092602 = -34430.552728
  nChanged 4
		SP:Iteration 7Q (128831.740000 sec): 3 clusters
  Score: Raw -36339.560623 + Penalty 1900.092602 = -34439.468021
  nChanged 2
		SP:Iteration 8Q (128831.830000 sec): 3 clusters
  Score: Raw -36343.125909 + Penalty 1900.092602 = -34443.033307
  nChanged 2
		SP:Iteration 9Q (128831.930000 sec): 3 clusters
  Score: Raw -36346.334563 + Penalty 1900.092602 = -34446.241961
  nChanged 2
		SP:Iteration 10Q (128832.030000 sec): 3 clusters
  Score: Raw -36353.155762 + Penalty 1900.092602 = -34453.063160
  nChanged 2
		SP:Iteration 11Q (128832.170000 sec): 3 clusters
  Score: Raw -36357.958460 + Penalty 1900.092602 = -34457.865858
  nChanged 1
		SP:Iteration 12Q (128832.270000 sec): 3 clusters
  Score: Raw -36358.521044 + Penalty 1900.092602 = -34458.428443
  nChanged 0
		SP:Iteration 13F (128832.420000 sec): 3 clusters
  Score: Raw -36358.521044 + Penalty 1900.092602 = -34458.428443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (7037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128832.550000 sec): 2 clusters
  Score: Raw -766555.470066 + Penalty 1439.577299 = -765115.892767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128832.760000 sec): 3 clusters
  Score: Raw -762700.862451 + Penalty 2879.154597 = -759821.707853
  nChanged 2914
		SP:Iteration 1F (128832.940000 sec): 3 clusters
  Score: Raw -764286.815394 + Penalty 2879.154597 = -761407.660797
  nChanged 492
		SP:Iteration 2F (128833.100000 sec): 3 clusters
  Score: Raw -764539.234921 + Penalty 2879.154597 = -761660.080323
  nChanged 417
		SP:Iteration 3F (128833.310000 sec): 3 clusters
  Score: Raw -764741.122019 + Penalty 2879.154597 = -761861.967422
  nChanged 345
		SP:Iteration 4Q (128833.470000 sec): 3 clusters
  Score: Raw -764942.221295 + Penalty 2879.154597 = -762063.066698
  nChanged 346
		SP:Iteration 5Q (128833.680000 sec): 3 clusters
  Score: Raw -765169.200059 + Penalty 2879.154597 = -762290.045462
  nChanged 344
		SP:Iteration 6Q (128833.890000 sec): 3 clusters
  Score: Raw -765405.163836 + Penalty 2879.154597 = -762526.009239
  nChanged 294
		SP:Iteration 7Q (128834.050000 sec): 3 clusters
  Score: Raw -765587.721183 + Penalty 2879.154597 = -762708.566586
  nChanged 245
		SP:Iteration 8Q (128834.270000 sec): 3 clusters
  Score: Raw -765725.727457 + Penalty 2879.154597 = -762846.572860
  nChanged 231
		SP:Iteration 9Q (128834.460000 sec): 3 clusters
  Score: Raw -765848.354337 + Penalty 2879.154597 = -762969.199739
  nChanged 195
		SP:Iteration 10Q (128834.680000 sec): 3 clusters
  Score: Raw -765945.606814 + Penalty 2879.154597 = -763066.452217
  nChanged 179
		SP:Iteration 11Q (128834.870000 sec): 3 clusters
  Score: Raw -766036.435872 + Penalty 2879.154597 = -763157.281275
  nChanged 156
		SP:Iteration 12Q (128835.090000 sec): 3 clusters
  Score: Raw -766124.744247 + Penalty 2879.154597 = -763245.589650
  nChanged 150
		SP:Iteration 13Q (128835.260000 sec): 3 clusters
  Score: Raw -766215.581800 + Penalty 2879.154597 = -763336.427203
  nChanged 122
		SP:Iteration 14Q (128835.470000 sec): 3 clusters
  Score: Raw -766291.429268 + Penalty 2879.154597 = -763412.274671
  nChanged 118
		SP:Iteration 15Q (128835.650000 sec): 3 clusters
  Score: Raw -766373.791721 + Penalty 2879.154597 = -763494.637123
  nChanged 122
		SP:Iteration 16Q (128835.840000 sec): 3 clusters
  Score: Raw -766465.264580 + Penalty 2879.154597 = -763586.109983
  nChanged 98
		SP:Iteration 17Q (128836.030000 sec): 3 clusters
  Score: Raw -766532.320096 + Penalty 2879.154597 = -763653.165499
  nChanged 79
		SP:Iteration 18Q (128836.230000 sec): 3 clusters
  Score: Raw -766589.543218 + Penalty 2879.154597 = -763710.388621
  nChanged 81
		SP:Iteration 19Q (128836.450000 sec): 3 clusters
  Score: Raw -766650.093259 + Penalty 2879.154597 = -763770.938662
  nChanged 87
		SP:Iteration 20F (128836.660000 sec): 3 clusters
  Score: Raw -766719.495643 + Penalty 2879.154597 = -763840.341046
  nChanged 76
		SP:Iteration 21Q (128836.810000 sec): 3 clusters
  Score: Raw -766772.703781 + Penalty 2879.154597 = -763893.549184
  nChanged 56
		SP:Iteration 22Q (128837.050000 sec): 3 clusters
  Score: Raw -766806.449857 + Penalty 2879.154597 = -763927.295260
  nChanged 49
		SP:Iteration 23Q (128837.260000 sec): 3 clusters
  Score: Raw -766832.557703 + Penalty 2879.154597 = -763953.403106
  nChanged 46
		SP:Iteration 24Q (128837.410000 sec): 3 clusters
  Score: Raw -766857.415689 + Penalty 2879.154597 = -763978.261092
  nChanged 37
		SP:Iteration 25Q (128837.600000 sec): 3 clusters
  Score: Raw -766872.875813 + Penalty 2879.154597 = -763993.721216
  nChanged 21
		SP:Iteration 26Q (128837.790000 sec): 3 clusters
  Score: Raw -766880.451679 + Penalty 2879.154597 = -764001.297082
  nChanged 16
		SP:Iteration 27Q (128838.000000 sec): 3 clusters
  Score: Raw -766887.709288 + Penalty 2879.154597 = -764008.554691
  nChanged 15
		SP:Iteration 28Q (128838.200000 sec): 3 clusters
  Score: Raw -766892.830566 + Penalty 2879.154597 = -764013.675969
  nChanged 13
		SP:Iteration 29Q (128838.420000 sec): 3 clusters
  Score: Raw -766897.582597 + Penalty 2879.154597 = -764018.428000
  nChanged 10
		SP:Iteration 30Q (128838.580000 sec): 3 clusters
  Score: Raw -766900.996342 + Penalty 2879.154597 = -764021.841745
  nChanged 7
		SP:Iteration 31Q (128838.750000 sec): 3 clusters
  Score: Raw -766904.504089 + Penalty 2879.154597 = -764025.349492
  nChanged 7
		SP:Iteration 32Q (128838.950000 sec): 3 clusters
  Score: Raw -766907.243075 + Penalty 2879.154597 = -764028.088478
  nChanged 7
		SP:Iteration 33Q (128839.170000 sec): 3 clusters
  Score: Raw -766909.896422 + Penalty 2879.154597 = -764030.741825
  nChanged 4
		SP:Iteration 34Q (128839.370000 sec): 3 clusters
  Score: Raw -766910.963323 + Penalty 2879.154597 = -764031.808726
  nChanged 2
		SP:Iteration 35Q (128839.560000 sec): 3 clusters
  Score: Raw -766911.581678 + Penalty 2879.154597 = -764032.427081
  nChanged 1
		SP:Iteration 36Q (128839.770000 sec): 3 clusters
  Score: Raw -766911.908662 + Penalty 2879.154597 = -764032.754065
  nChanged 3
		SP:Iteration 37Q (128839.960000 sec): 3 clusters
  Score: Raw -766912.407896 + Penalty 2879.154597 = -764033.253299
  nChanged 2
		SP:Iteration 38Q (128840.130000 sec): 3 clusters
  Score: Raw -766913.063537 + Penalty 2879.154597 = -764033.908940
  nChanged 2
		SP:Iteration 39Q (128840.350000 sec): 3 clusters
  Score: Raw -766913.617095 + Penalty 2879.154597 = -764034.462498
  nChanged 1
		SP:Iteration 40F (128840.570000 sec): 3 clusters
  Score: Raw -766913.801282 + Penalty 2879.154597 = -764034.646685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (6933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128840.650000 sec): 2 clusters
  Score: Raw -693733.857382 + Penalty 1437.157784 = -692296.699599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128840.870000 sec): 3 clusters
  Score: Raw -690017.007561 + Penalty 2874.315567 = -687142.691994
  nChanged 2925
		SP:Iteration 1F (128841.090000 sec): 3 clusters
  Score: Raw -692211.252518 + Penalty 2874.315567 = -689336.936951
  nChanged 646
		SP:Iteration 2F (128841.300000 sec): 3 clusters
  Score: Raw -692847.242801 + Penalty 2874.315567 = -689972.927234
  nChanged 580
		SP:Iteration 3F (128841.480000 sec): 3 clusters
  Score: Raw -693410.621608 + Penalty 2874.315567 = -690536.306041
  nChanged 485
		SP:Iteration 4F (128841.670000 sec): 3 clusters
  Score: Raw -693797.458357 + Penalty 2874.315567 = -690923.142790
  nChanged 376
		SP:Iteration 5F (128841.890000 sec): 3 clusters
  Score: Raw -694077.372181 + Penalty 2874.315567 = -691203.056614
  nChanged 298
		SP:Iteration 6Q (128842.090000 sec): 3 clusters
  Score: Raw -694277.962880 + Penalty 2874.315567 = -691403.647313
  nChanged 247
		SP:Iteration 7Q (128842.260000 sec): 3 clusters
  Score: Raw -694428.567892 + Penalty 2874.315567 = -691554.252325
  nChanged 195
		SP:Iteration 8Q (128842.440000 sec): 3 clusters
  Score: Raw -694544.757540 + Penalty 2874.315567 = -691670.441973
  nChanged 152
		SP:Iteration 9Q (128842.680000 sec): 3 clusters
  Score: Raw -694640.074862 + Penalty 2874.315567 = -691765.759295
  nChanged 121
		SP:Iteration 10Q (128842.880000 sec): 3 clusters
  Score: Raw -694688.298789 + Penalty 2874.315567 = -691813.983222
  nChanged 92
		SP:Iteration 11Q (128843.070000 sec): 3 clusters
  Score: Raw -694717.177286 + Penalty 2874.315567 = -691842.861719
  nChanged 63
		SP:Iteration 12Q (128843.260000 sec): 3 clusters
  Score: Raw -694735.626758 + Penalty 2874.315567 = -691861.311191
  nChanged 59
		SP:Iteration 13Q (128843.470000 sec): 3 clusters
  Score: Raw -694750.066625 + Penalty 2874.315567 = -691875.751058
  nChanged 49
		SP:Iteration 14Q (128843.680000 sec): 3 clusters
  Score: Raw -694764.921607 + Penalty 2874.315567 = -691890.606039
  nChanged 47
		SP:Iteration 15Q (128843.870000 sec): 3 clusters
  Score: Raw -694779.165513 + Penalty 2874.315567 = -691904.849946
  nChanged 46
		SP:Iteration 16Q (128844.090000 sec): 3 clusters
  Score: Raw -694791.352180 + Penalty 2874.315567 = -691917.036613
  nChanged 36
		SP:Iteration 17Q (128844.270000 sec): 3 clusters
  Score: Raw -694797.526652 + Penalty 2874.315567 = -691923.211085
  nChanged 24
		SP:Iteration 18Q (128844.510000 sec): 3 clusters
  Score: Raw -694801.448090 + Penalty 2874.315567 = -691927.132522
  nChanged 15
		SP:Iteration 19Q (128844.670000 sec): 3 clusters
  Score: Raw -694804.791477 + Penalty 2874.315567 = -691930.475909
  nChanged 12
		SP:Iteration 20F (128844.880000 sec): 3 clusters
  Score: Raw -694807.066126 + Penalty 2874.315567 = -691932.750559
  nChanged 11
		SP:Iteration 21Q (128845.110000 sec): 3 clusters
  Score: Raw -694809.729984 + Penalty 2874.315567 = -691935.414417
  nChanged 13
		SP:Iteration 22Q (128845.310000 sec): 3 clusters
  Score: Raw -694813.559962 + Penalty 2874.315567 = -691939.244394
  nChanged 17
		SP:Iteration 23Q (128845.490000 sec): 3 clusters
  Score: Raw -694817.689712 + Penalty 2874.315567 = -691943.374144
  nChanged 21
		SP:Iteration 24Q (128845.700000 sec): 3 clusters
  Score: Raw -694822.325095 + Penalty 2874.315567 = -691948.009527
  nChanged 26
		SP:Iteration 25Q (128845.920000 sec): 3 clusters
  Score: Raw -694830.869959 + Penalty 2874.315567 = -691956.554392
  nChanged 30
		SP:Iteration 26Q (128846.080000 sec): 3 clusters
  Score: Raw -694841.114779 + Penalty 2874.315567 = -691966.799212
  nChanged 30
		SP:Iteration 27Q (128846.290000 sec): 3 clusters
  Score: Raw -694847.840771 + Penalty 2874.315567 = -691973.525204
  nChanged 26
		SP:Iteration 28Q (128846.500000 sec): 3 clusters
  Score: Raw -694855.486009 + Penalty 2874.315567 = -691981.170442
  nChanged 32
		SP:Iteration 29Q (128846.660000 sec): 3 clusters
  Score: Raw -694864.710014 + Penalty 2874.315567 = -691990.394447
  nChanged 31
		SP:Iteration 30Q (128846.880000 sec): 3 clusters
  Score: Raw -694871.513586 + Penalty 2874.315567 = -691997.198019
  nChanged 31
		SP:Iteration 31Q (128847.140000 sec): 3 clusters
  Score: Raw -694878.746907 + Penalty 2874.315567 = -692004.431340
  nChanged 30
		SP:Iteration 32Q (128847.330000 sec): 3 clusters
  Score: Raw -694886.229247 + Penalty 2874.315567 = -692011.913680
  nChanged 32
		SP:Iteration 33Q (128847.540000 sec): 3 clusters
  Score: Raw -694897.014803 + Penalty 2874.315567 = -692022.699236
  nChanged 35
		SP:Iteration 34Q (128847.800000 sec): 3 clusters
  Score: Raw -694905.928090 + Penalty 2874.315567 = -692031.612523
  nChanged 34
		SP:Iteration 35Q (128847.970000 sec): 3 clusters
  Score: Raw -694914.888972 + Penalty 2874.315567 = -692040.573405
  nChanged 38
		SP:Iteration 36Q (128848.180000 sec): 3 clusters
  Score: Raw -694928.200719 + Penalty 2874.315567 = -692053.885152
  nChanged 41
		SP:Iteration 37Q (128848.390000 sec): 3 clusters
  Score: Raw -694942.614441 + Penalty 2874.315567 = -692068.298874
  nChanged 29
		SP:Iteration 38Q (128848.620000 sec): 3 clusters
  Score: Raw -694952.470481 + Penalty 2874.315567 = -692078.154913
  nChanged 33
		SP:Iteration 39Q (128848.860000 sec): 3 clusters
  Score: Raw -694964.796702 + Penalty 2874.315567 = -692090.481134
  nChanged 41
		SP:Iteration 40F (128849.040000 sec): 3 clusters
  Score: Raw -694977.263078 + Penalty 2874.315567 = -692102.947511
  nChanged 37
		SP:Iteration 41Q (128849.230000 sec): 3 clusters
  Score: Raw -694990.778038 + Penalty 2874.315567 = -692116.462471
  nChanged 38
		SP:Iteration 42Q (128849.410000 sec): 3 clusters
  Score: Raw -695001.442830 + Penalty 2874.315567 = -692127.127262
  nChanged 36
		SP:Iteration 43Q (128849.620000 sec): 3 clusters
  Score: Raw -695008.281661 + Penalty 2874.315567 = -692133.966094
  nChanged 20
		SP:Iteration 44Q (128849.840000 sec): 3 clusters
  Score: Raw -695011.934451 + Penalty 2874.315567 = -692137.618883
  nChanged 15
		SP:Iteration 45Q (128850.010000 sec): 3 clusters
  Score: Raw -695015.032695 + Penalty 2874.315567 = -692140.717127
  nChanged 12
		SP:Iteration 46Q (128850.240000 sec): 3 clusters
  Score: Raw -695017.585638 + Penalty 2874.315567 = -692143.270071
  nChanged 11
		SP:Iteration 47Q (128850.430000 sec): 3 clusters
  Score: Raw -695020.268807 + Penalty 2874.315567 = -692145.953240
  nChanged 8
		SP:Iteration 48Q (128850.620000 sec): 3 clusters
  Score: Raw -695021.856236 + Penalty 2874.315567 = -692147.540669
  nChanged 8
		SP:Iteration 49Q (128850.820000 sec): 3 clusters
  Score: Raw -695023.279183 + Penalty 2874.315567 = -692148.963616
  nChanged 5
		SP:Iteration 50Q (128851.010000 sec): 3 clusters
  Score: Raw -695024.225715 + Penalty 2874.315567 = -692149.910148
  nChanged 7
		SP:Iteration 51Q (128851.230000 sec): 3 clusters
  Score: Raw -695025.153559 + Penalty 2874.315567 = -692150.837992
  nChanged 4
		SP:Iteration 52Q (128851.430000 sec): 3 clusters
  Score: Raw -695025.828816 + Penalty 2874.315567 = -692151.513249
  nChanged 3
		SP:Iteration 53Q (128851.610000 sec): 3 clusters
  Score: Raw -695026.899903 + Penalty 2874.315567 = -692152.584336
  nChanged 6
		SP:Iteration 54Q (128851.820000 sec): 3 clusters
  Score: Raw -695027.851335 + Penalty 2874.315567 = -692153.535768
  nChanged 3
		SP:Iteration 55Q (128851.990000 sec): 3 clusters
  Score: Raw -695028.023860 + Penalty 2874.315567 = -692153.708293
  nChanged 1
		SP:Iteration 56Q (128852.180000 sec): 3 clusters
  Score: Raw -695028.173138 + Penalty 2874.315567 = -692153.857571
  nChanged 1
		SP:Iteration 57Q (128852.400000 sec): 3 clusters
  Score: Raw -695028.254946 + Penalty 2874.315567 = -692153.939379
  nChanged 0
		SP:Iteration 58F (128852.520000 sec): 3 clusters
  Score: Raw -695028.254946 + Penalty 2874.315567 = -692153.939379
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128852.640000 sec): 2 clusters
  Score: Raw -271903.557028 + Penalty 1273.088749 = -270630.468279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128852.870000 sec): 3 clusters
  Score: Raw -270766.968579 + Penalty 2546.177498 = -268220.791081
  nChanged 894
		SP:Iteration 1F (128853.000000 sec): 3 clusters
  Score: Raw -271337.145836 + Penalty 2546.177498 = -268790.968337
  nChanged 207
		SP:Iteration 2F (128853.160000 sec): 3 clusters
  Score: Raw -271485.059763 + Penalty 2546.177498 = -268938.882265
  nChanged 143
		SP:Iteration 3F (128853.310000 sec): 3 clusters
  Score: Raw -271579.571421 + Penalty 2546.177498 = -269033.393922
  nChanged 105
		SP:Iteration 4Q (128853.450000 sec): 3 clusters
  Score: Raw -271662.286606 + Penalty 2546.177498 = -269116.109108
  nChanged 89
		SP:Iteration 5Q (128853.610000 sec): 3 clusters
  Score: Raw -271734.992740 + Penalty 2546.177498 = -269188.815242
  nChanged 85
		SP:Iteration 6Q (128853.770000 sec): 3 clusters
  Score: Raw -271799.989412 + Penalty 2546.177498 = -269253.811913
  nChanged 88
		SP:Iteration 7Q (128853.930000 sec): 3 clusters
  Score: Raw -271863.534133 + Penalty 2546.177498 = -269317.356634
  nChanged 88
		SP:Iteration 8Q (128854.120000 sec): 3 clusters
  Score: Raw -271939.741940 + Penalty 2546.177498 = -269393.564441
  nChanged 74
		SP:Iteration 9Q (128854.270000 sec): 3 clusters
  Score: Raw -271998.530449 + Penalty 2546.177498 = -269452.352950
  nChanged 69
		SP:Iteration 10Q (128854.470000 sec): 3 clusters
  Score: Raw -272053.487239 + Penalty 2546.177498 = -269507.309740
  nChanged 65
		SP:Iteration 11Q (128854.650000 sec): 3 clusters
  Score: Raw -272105.665856 + Penalty 2546.177498 = -269559.488358
  nChanged 52
		SP:Iteration 12Q (128854.840000 sec): 3 clusters
  Score: Raw -272139.997596 + Penalty 2546.177498 = -269593.820098
  nChanged 48
		SP:Iteration 13Q (128854.970000 sec): 3 clusters
  Score: Raw -272176.783104 + Penalty 2546.177498 = -269630.605606
  nChanged 47
		SP:Iteration 14Q (128855.120000 sec): 3 clusters
  Score: Raw -272205.889817 + Penalty 2546.177498 = -269659.712318
  nChanged 27
		SP:Iteration 15Q (128855.280000 sec): 3 clusters
  Score: Raw -272223.477443 + Penalty 2546.177498 = -269677.299944
  nChanged 24
		SP:Iteration 16Q (128855.460000 sec): 3 clusters
  Score: Raw -272240.581165 + Penalty 2546.177498 = -269694.403666
  nChanged 26
		SP:Iteration 17Q (128855.650000 sec): 3 clusters
  Score: Raw -272260.454101 + Penalty 2546.177498 = -269714.276602
  nChanged 23
		SP:Iteration 18Q (128855.850000 sec): 3 clusters
  Score: Raw -272274.471895 + Penalty 2546.177498 = -269728.294397
  nChanged 17
		SP:Iteration 19Q (128856.010000 sec): 3 clusters
  Score: Raw -272283.570069 + Penalty 2546.177498 = -269737.392571
  nChanged 13
		SP:Iteration 20F (128856.200000 sec): 3 clusters
  Score: Raw -272290.758495 + Penalty 2546.177498 = -269744.580997
  nChanged 14
		SP:Iteration 21Q (128856.350000 sec): 3 clusters
  Score: Raw -272296.936907 + Penalty 2546.177498 = -269750.759408
  nChanged 7
		SP:Iteration 22Q (128856.510000 sec): 3 clusters
  Score: Raw -272299.849369 + Penalty 2546.177498 = -269753.671870
  nChanged 5
		SP:Iteration 23Q (128856.670000 sec): 3 clusters
  Score: Raw -272301.650331 + Penalty 2546.177498 = -269755.472833
  nChanged 9
		SP:Iteration 24Q (128856.870000 sec): 3 clusters
  Score: Raw -272305.880578 + Penalty 2546.177498 = -269759.703079
  nChanged 8
		SP:Iteration 25Q (128857.060000 sec): 3 clusters
  Score: Raw -272310.647021 + Penalty 2546.177498 = -269764.469522
  nChanged 8
		SP:Iteration 26Q (128857.230000 sec): 3 clusters
  Score: Raw -272313.577219 + Penalty 2546.177498 = -269767.399721
  nChanged 6
		SP:Iteration 27Q (128857.400000 sec): 3 clusters
  Score: Raw -272316.323276 + Penalty 2546.177498 = -269770.145777
  nChanged 2
		SP:Iteration 28Q (128857.620000 sec): 3 clusters
  Score: Raw -272316.808539 + Penalty 2546.177498 = -269770.631041
  nChanged 1
		SP:Iteration 29Q (128857.800000 sec): 3 clusters
  Score: Raw -272317.159513 + Penalty 2546.177498 = -269770.982014
  nChanged 1
		SP:Iteration 30Q (128857.980000 sec): 3 clusters
  Score: Raw -272317.400846 + Penalty 2546.177498 = -269771.223348
  nChanged 1
		SP:Iteration 31Q (128858.140000 sec): 3 clusters
  Score: Raw -272317.887817 + Penalty 2546.177498 = -269771.710318
  nChanged 2
		SP:Iteration 32Q (128858.280000 sec): 3 clusters
  Score: Raw -272318.804338 + Penalty 2546.177498 = -269772.626840
  nChanged 4
		SP:Iteration 33Q (128858.460000 sec): 3 clusters
  Score: Raw -272320.378589 + Penalty 2546.177498 = -269774.201091
  nChanged 3
		SP:Iteration 34Q (128858.650000 sec): 3 clusters
  Score: Raw -272321.553690 + Penalty 2546.177498 = -269775.376192
  nChanged 5
		SP:Iteration 35Q (128858.870000 sec): 3 clusters
  Score: Raw -272323.671053 + Penalty 2546.177498 = -269777.493555
  nChanged 5
		SP:Iteration 36Q (128859.000000 sec): 3 clusters
  Score: Raw -272325.574742 + Penalty 2546.177498 = -269779.397244
  nChanged 4
		SP:Iteration 37Q (128859.160000 sec): 3 clusters
  Score: Raw -272327.298854 + Penalty 2546.177498 = -269781.121356
  nChanged 4
		SP:Iteration 38Q (128859.350000 sec): 3 clusters
  Score: Raw -272328.526902 + Penalty 2546.177498 = -269782.349404
  nChanged 3
		SP:Iteration 39Q (128859.570000 sec): 3 clusters
  Score: Raw -272329.717600 + Penalty 2546.177498 = -269783.540101
  nChanged 3
		SP:Iteration 40F (128859.710000 sec): 3 clusters
  Score: Raw -272330.980535 + Penalty 2546.177498 = -269784.803037
  nChanged 4
		SP:Iteration 41Q (128859.900000 sec): 3 clusters
  Score: Raw -272333.026811 + Penalty 2546.177498 = -269786.849313
  nChanged 6
		SP:Iteration 42Q (128860.080000 sec): 3 clusters
  Score: Raw -272335.690032 + Penalty 2546.177498 = -269789.512533
  nChanged 8
		SP:Iteration 43Q (128860.300000 sec): 3 clusters
  Score: Raw -272338.620948 + Penalty 2546.177498 = -269792.443449
  nChanged 4
		SP:Iteration 44Q (128860.450000 sec): 3 clusters
  Score: Raw -272339.843529 + Penalty 2546.177498 = -269793.666030
  nChanged 6
		SP:Iteration 45Q (128860.630000 sec): 3 clusters
  Score: Raw -272343.331486 + Penalty 2546.177498 = -269797.153988
  nChanged 10
		SP:Iteration 46Q (128860.850000 sec): 3 clusters
  Score: Raw -272347.486126 + Penalty 2546.177498 = -269801.308627
  nChanged 9
		SP:Iteration 47Q (128861.040000 sec): 3 clusters
  Score: Raw -272352.196394 + Penalty 2546.177498 = -269806.018896
  nChanged 7
		SP:Iteration 48Q (128861.190000 sec): 3 clusters
  Score: Raw -272357.214761 + Penalty 2546.177498 = -269811.037262
  nChanged 10
		SP:Iteration 49Q (128861.400000 sec): 3 clusters
  Score: Raw -272365.855970 + Penalty 2546.177498 = -269819.678471
  nChanged 12
		SP:Iteration 50Q (128861.540000 sec): 3 clusters
  Score: Raw -272372.834555 + Penalty 2546.177498 = -269826.657056
  nChanged 15
		SP:Iteration 51Q (128861.720000 sec): 3 clusters
  Score: Raw -272379.599343 + Penalty 2546.177498 = -269833.421845
  nChanged 7
		SP:Iteration 52Q (128861.910000 sec): 3 clusters
  Score: Raw -272381.482998 + Penalty 2546.177498 = -269835.305500
  nChanged 4
		SP:Iteration 53Q (128862.100000 sec): 3 clusters
  Score: Raw -272382.834911 + Penalty 2546.177498 = -269836.657413
  nChanged 3
		SP:Iteration 54Q (128862.300000 sec): 3 clusters
  Score: Raw -272383.612457 + Penalty 2546.177498 = -269837.434958
  nChanged 1
		SP:Iteration 55Q (128862.480000 sec): 3 clusters
  Score: Raw -272384.009095 + Penalty 2546.177498 = -269837.831596
  nChanged 1
		SP:Iteration 56Q (128862.690000 sec): 3 clusters
  Score: Raw -272384.326346 + Penalty 2546.177498 = -269838.148848
  nChanged 1
		SP:Iteration 57Q (128862.880000 sec): 3 clusters
  Score: Raw -272384.565654 + Penalty 2546.177498 = -269838.388155
  nChanged 2
		SP:Iteration 58Q (128863.070000 sec): 3 clusters
  Score: Raw -272385.328135 + Penalty 2546.177498 = -269839.150637
  nChanged 4
		SP:Iteration 59Q (128863.270000 sec): 3 clusters
  Score: Raw -272386.747479 + Penalty 2546.177498 = -269840.569980
  nChanged 2
		SP:Iteration 60F (128863.420000 sec): 3 clusters
  Score: Raw -272387.344018 + Penalty 2546.177498 = -269841.166519
  nChanged 1
		SP:Iteration 61Q (128863.570000 sec): 3 clusters
  Score: Raw -272387.870598 + Penalty 2546.177498 = -269841.693100
  nChanged 0
		SP:Iteration 62F (128863.750000 sec): 3 clusters
  Score: Raw -272387.870598 + Penalty 2546.177498 = -269841.693100
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (117021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128864.480000 sec): 2 clusters
  Score: Raw -13272617.135631 + Penalty 1896.392661 = -13270720.742969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128865.320000 sec): 3 clusters
  Score: Raw -13196040.858219 + Penalty 3792.785323 = -13192248.072896
  nChanged 56187
		SP:Iteration 1F (128866.160000 sec): 3 clusters
  Score: Raw -13228679.908641 + Penalty 3792.785323 = -13224887.123318
  nChanged 3375
		SP:Iteration 2Q (128867.060000 sec): 3 clusters
  Score: Raw -13229497.578239 + Penalty 3792.785323 = -13225704.792917
  nChanged 3809
		SP:Iteration 3Q (128867.930000 sec): 3 clusters
  Score: Raw -13230711.213473 + Penalty 3792.785323 = -13226918.428150
  nChanged 4960
		SP:Iteration 4Q (128868.820000 sec): 3 clusters
  Score: Raw -13232907.323626 + Penalty 3792.785323 = -13229114.538303
  nChanged 6864
		SP:Iteration 5F (128869.640000 sec): 3 clusters
  Score: Raw -13237017.341156 + Penalty 3792.785323 = -13233224.555834
  nChanged 9332
		SP:Iteration 6F (128870.500000 sec): 3 clusters
  Score: Raw -13244222.720044 + Penalty 3792.785323 = -13240429.934721
  nChanged 10891
		SP:Iteration 7F (128871.400000 sec): 3 clusters
  Score: Raw -13254307.191285 + Penalty 3792.785323 = -13250514.405962
  nChanged 9797
		SP:Iteration 8F (128872.260000 sec): 3 clusters
  Score: Raw -13264126.589591 + Penalty 3792.785323 = -13260333.804269
  nChanged 5909
		SP:Iteration 9F (128873.050000 sec): 3 clusters
  Score: Raw -13269996.100231 + Penalty 3792.785323 = -13266203.314908
  nChanged 2139
		SP:Iteration 10Q (128873.800000 sec): 3 clusters
  Score: Raw -13272002.991558 + Penalty 3792.785323 = -13268210.206235
  nChanged 547
		SP:Iteration 11Q (128874.560000 sec): 3 clusters
  Score: Raw -13272544.743426 + Penalty 3792.785323 = -13268751.958103
  nChanged 115
		SP:Iteration 12Q (128875.360000 sec): 3 clusters
  Score: Raw -13272697.003243 + Penalty 3792.785323 = -13268904.217920
  nChanged 39
		SP:Iteration 13Q (128876.200000 sec): 3 clusters
  Score: Raw -13272745.239806 + Penalty 3792.785323 = -13268952.454483
  nChanged 18
		SP:Iteration 14Q (128877.020000 sec): 3 clusters
  Score: Raw -13272772.648430 + Penalty 3792.785323 = -13268979.863108
  nChanged 10
		SP:Iteration 15Q (128877.770000 sec): 3 clusters
  Score: Raw -13272788.248614 + Penalty 3792.785323 = -13268995.463291
  nChanged 6
		SP:Iteration 16Q (128878.520000 sec): 3 clusters
  Score: Raw -13272800.052615 + Penalty 3792.785323 = -13269007.267292
  nChanged 6
		SP:Iteration 17Q (128879.340000 sec): 3 clusters
  Score: Raw -13272811.439204 + Penalty 3792.785323 = -13269018.653881
  nChanged 4
		SP:Iteration 18Q (128880.170000 sec): 3 clusters
  Score: Raw -13272821.117481 + Penalty 3792.785323 = -13269028.332158
  nChanged 4
		SP:Iteration 19Q (128881.010000 sec): 3 clusters
  Score: Raw -13272829.824882 + Penalty 3792.785323 = -13269037.039560
  nChanged 2
		SP:Iteration 20F (128881.850000 sec): 3 clusters
  Score: Raw -13272835.329691 + Penalty 3792.785323 = -13269042.544368
  nChanged 1
		SP:Iteration 21Q (128882.700000 sec): 3 clusters
  Score: Raw -13272839.600160 + Penalty 3792.785323 = -13269046.814837
  nChanged 1
		SP:Iteration 22Q (128883.500000 sec): 3 clusters
  Score: Raw -13272839.966429 + Penalty 3792.785323 = -13269047.181107
  nChanged 0
		SP:Iteration 23F (128884.320000 sec): 3 clusters
  Score: Raw -13272839.966429 + Penalty 3792.785323 = -13269047.181107
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128884.480000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128884.620000 sec): 3 clusters
  Score: Raw -69167.778336 + Penalty 2106.512567 = -67061.265769
  nChanged 167
		SP:Iteration 1F (128884.790000 sec): 3 clusters
  Score: Raw -69352.536782 + Penalty 2106.512567 = -67246.024215
  nChanged 38
		SP:Iteration 2F (128884.960000 sec): 3 clusters
  Score: Raw -69427.179288 + Penalty 2106.512567 = -67320.666721
  nChanged 41
		SP:Iteration 3F (128885.090000 sec): 3 clusters
  Score: Raw -69578.460009 + Penalty 2106.512567 = -67471.947442
  nChanged 46
		SP:Iteration 4F (128885.270000 sec): 3 clusters
  Score: Raw -70011.490389 + Penalty 2106.512567 = -67904.977822
  nChanged 48
		SP:Iteration 5F (128885.430000 sec): 3 clusters
  Score: Raw -70151.433386 + Penalty 2106.512567 = -68044.920819
  nChanged 38
		SP:Iteration 6F (128885.530000 sec): 3 clusters
  Score: Raw -70230.374537 + Penalty 2106.512567 = -68123.861970
  nChanged 16
		SP:Iteration 7Q (128885.730000 sec): 3 clusters
  Score: Raw -70258.589635 + Penalty 2106.512567 = -68152.077068
  nChanged 8
		SP:Iteration 8Q (128885.840000 sec): 3 clusters
  Score: Raw -70269.328377 + Penalty 2106.512567 = -68162.815810
  nChanged 1
		SP:Iteration 9Q (128886.010000 sec): 3 clusters
  Score: Raw -70270.309456 + Penalty 2106.512567 = -68163.796889
  nChanged 0
		SP:Iteration 10F (128886.160000 sec): 3 clusters
  Score: Raw -70270.309456 + Penalty 2106.512567 = -68163.796889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128886.220000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128886.390000 sec): 3 clusters
  Score: Raw -9278.301981 + Penalty 1542.102942 = -7736.199039
  nChanged 7
		SP:Iteration 1F (128886.560000 sec): 3 clusters
  Score: Raw -9306.701932 + Penalty 1542.102942 = -7764.598990
  nChanged 4
		SP:Iteration 2Q (128886.690000 sec): 3 clusters
  Score: Raw -9325.255789 + Penalty 1542.102942 = -7783.152848
  nChanged 0
		SP:Iteration 3F (128886.820000 sec): 3 clusters
  Score: Raw -9325.255789 + Penalty 1542.102942 = -7783.152848
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (25199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128887.080000 sec): 2 clusters
  Score: Raw -2794838.843180 + Penalty 1646.865933 = -2793191.977247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128887.360000 sec): 3 clusters
  Score: Raw -2779553.251461 + Penalty 3293.731867 = -2776259.519594
  nChanged 11423
		SP:Iteration 1F (128887.690000 sec): 3 clusters
  Score: Raw -2786063.755949 + Penalty 3293.731867 = -2782770.024082
  nChanged 1397
		SP:Iteration 2F (128887.970000 sec): 3 clusters
  Score: Raw -2786648.371370 + Penalty 3293.731867 = -2783354.639503
  nChanged 1381
		SP:Iteration 3F (128888.320000 sec): 3 clusters
  Score: Raw -2787294.778071 + Penalty 3293.731867 = -2784001.046205
  nChanged 1415
		SP:Iteration 4F (128888.620000 sec): 3 clusters
  Score: Raw -2788054.949260 + Penalty 3293.731867 = -2784761.217393
  nChanged 1508
		SP:Iteration 5F (128888.920000 sec): 3 clusters
  Score: Raw -2788973.390788 + Penalty 3293.731867 = -2785679.658922
  nChanged 1584
		SP:Iteration 6F (128889.210000 sec): 3 clusters
  Score: Raw -2790043.251719 + Penalty 3293.731867 = -2786749.519852
  nChanged 1583
		SP:Iteration 7F (128889.580000 sec): 3 clusters
  Score: Raw -2791268.240632 + Penalty 3293.731867 = -2787974.508765
  nChanged 1515
		SP:Iteration 8F (128889.900000 sec): 3 clusters
  Score: Raw -2792523.609737 + Penalty 3293.731867 = -2789229.877870
  nChanged 1182
		SP:Iteration 9Q (128890.230000 sec): 3 clusters
  Score: Raw -2793571.132418 + Penalty 3293.731867 = -2790277.400551
  nChanged 782
		SP:Iteration 10Q (128890.500000 sec): 3 clusters
  Score: Raw -2794277.598486 + Penalty 3293.731867 = -2790983.866620
  nChanged 430
		SP:Iteration 11Q (128890.830000 sec): 3 clusters
  Score: Raw -2794653.341263 + Penalty 3293.731867 = -2791359.609397
  nChanged 208
		SP:Iteration 12Q (128891.110000 sec): 3 clusters
  Score: Raw -2794835.995504 + Penalty 3293.731867 = -2791542.263638
  nChanged 93
		SP:Iteration 13Q (128891.470000 sec): 3 clusters
  Score: Raw -2794923.244305 + Penalty 3293.731867 = -2791629.512438
  nChanged 50
		SP:Iteration 14Q (128891.760000 sec): 3 clusters
  Score: Raw -2794970.965128 + Penalty 3293.731867 = -2791677.233261
  nChanged 34
		SP:Iteration 15Q (128892.080000 sec): 3 clusters
  Score: Raw -2795000.758070 + Penalty 3293.731867 = -2791707.026203
  nChanged 16
		SP:Iteration 16Q (128892.410000 sec): 3 clusters
  Score: Raw -2795016.210931 + Penalty 3293.731867 = -2791722.479064
  nChanged 9
		SP:Iteration 17Q (128892.700000 sec): 3 clusters
  Score: Raw -2795024.505862 + Penalty 3293.731867 = -2791730.773996
  nChanged 6
		SP:Iteration 18Q (128892.980000 sec): 3 clusters
  Score: Raw -2795029.363396 + Penalty 3293.731867 = -2791735.631530
  nChanged 5
		SP:Iteration 19Q (128893.300000 sec): 3 clusters
  Score: Raw -2795034.307157 + Penalty 3293.731867 = -2791740.575290
  nChanged 2
		SP:Iteration 20F (128893.680000 sec): 3 clusters
  Score: Raw -2795036.694222 + Penalty 3293.731867 = -2791742.962355
  nChanged 3
		SP:Iteration 21Q (128894.010000 sec): 3 clusters
  Score: Raw -2795038.885102 + Penalty 3293.731867 = -2791745.153235
  nChanged 1
		SP:Iteration 22Q (128894.290000 sec): 3 clusters
  Score: Raw -2795040.147870 + Penalty 3293.731867 = -2791746.416004
  nChanged 2
		SP:Iteration 23Q (128894.580000 sec): 3 clusters
  Score: Raw -2795043.236680 + Penalty 3293.731867 = -2791749.504813
  nChanged 3
		SP:Iteration 24Q (128894.880000 sec): 3 clusters
  Score: Raw -2795050.127743 + Penalty 3293.731867 = -2791756.395877
  nChanged 4
		SP:Iteration 25Q (128895.190000 sec): 3 clusters
  Score: Raw -2795054.569981 + Penalty 3293.731867 = -2791760.838115
  nChanged 3
		SP:Iteration 26Q (128895.510000 sec): 3 clusters
  Score: Raw -2795058.076644 + Penalty 3293.731867 = -2791764.344778
  nChanged 3
		SP:Iteration 27Q (128895.800000 sec): 3 clusters
  Score: Raw -2795060.915735 + Penalty 3293.731867 = -2791767.183868
  nChanged 2
		SP:Iteration 28Q (128896.140000 sec): 3 clusters
  Score: Raw -2795063.316734 + Penalty 3293.731867 = -2791769.584867
  nChanged 1
		SP:Iteration 29Q (128896.420000 sec): 3 clusters
  Score: Raw -2795064.738521 + Penalty 3293.731867 = -2791771.006655
  nChanged 4
		SP:Iteration 30Q (128896.710000 sec): 3 clusters
  Score: Raw -2795069.175403 + Penalty 3293.731867 = -2791775.443536
  nChanged 3
		SP:Iteration 31Q (128897.000000 sec): 3 clusters
  Score: Raw -2795072.273773 + Penalty 3293.731867 = -2791778.541906
  nChanged 4
		SP:Iteration 32Q (128897.290000 sec): 3 clusters
  Score: Raw -2795075.464406 + Penalty 3293.731867 = -2791781.732540
  nChanged 3
		SP:Iteration 33Q (128897.590000 sec): 3 clusters
  Score: Raw -2795077.314337 + Penalty 3293.731867 = -2791783.582470
  nChanged 0
		SP:Iteration 34F (128897.910000 sec): 3 clusters
  Score: Raw -2795077.314337 + Penalty 3293.731867 = -2791783.582470
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128898.040000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128898.230000 sec): 3 clusters
  Score: Raw -98900.767225 + Penalty 2222.133165 = -96678.634060
  nChanged 280
		SP:Iteration 1F (128898.430000 sec): 3 clusters
  Score: Raw -99151.191333 + Penalty 2222.133165 = -96929.058168
  nChanged 66
		SP:Iteration 2F (128898.570000 sec): 3 clusters
  Score: Raw -99235.523305 + Penalty 2222.133165 = -97013.390140
  nChanged 36
		SP:Iteration 3Q (128898.760000 sec): 3 clusters
  Score: Raw -99292.380703 + Penalty 2222.133165 = -97070.247539
  nChanged 21
		SP:Iteration 4Q (128898.950000 sec): 3 clusters
  Score: Raw -99315.386387 + Penalty 2222.133165 = -97093.253223
  nChanged 18
		SP:Iteration 5Q (128899.170000 sec): 3 clusters
  Score: Raw -99333.437378 + Penalty 2222.133165 = -97111.304213
  nChanged 15
		SP:Iteration 6Q (128899.360000 sec): 3 clusters
  Score: Raw -99345.422857 + Penalty 2222.133165 = -97123.289692
  nChanged 10
		SP:Iteration 7Q (128899.540000 sec): 3 clusters
  Score: Raw -99355.673452 + Penalty 2222.133165 = -97133.540288
  nChanged 10
		SP:Iteration 8Q (128899.650000 sec): 3 clusters
  Score: Raw -99368.997603 + Penalty 2222.133165 = -97146.864438
  nChanged 16
		SP:Iteration 9Q (128899.810000 sec): 3 clusters
  Score: Raw -99386.558599 + Penalty 2222.133165 = -97164.425434
  nChanged 16
		SP:Iteration 10Q (128900.030000 sec): 3 clusters
  Score: Raw -99401.195586 + Penalty 2222.133165 = -97179.062421
  nChanged 15
		SP:Iteration 11Q (128900.180000 sec): 3 clusters
  Score: Raw -99415.271217 + Penalty 2222.133165 = -97193.138052
  nChanged 7
		SP:Iteration 12Q (128900.360000 sec): 3 clusters
  Score: Raw -99420.921118 + Penalty 2222.133165 = -97198.787953
  nChanged 5
		SP:Iteration 13Q (128900.540000 sec): 3 clusters
  Score: Raw -99424.658514 + Penalty 2222.133165 = -97202.525349
  nChanged 5
		SP:Iteration 14Q (128900.720000 sec): 3 clusters
  Score: Raw -99427.445923 + Penalty 2222.133165 = -97205.312758
  nChanged 1
		SP:Iteration 15Q (128900.860000 sec): 3 clusters
  Score: Raw -99427.865674 + Penalty 2222.133165 = -97205.732509
  nChanged 0
		SP:Iteration 16F (128901.080000 sec): 3 clusters
  Score: Raw -99427.865674 + Penalty 2222.133165 = -97205.732509
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128901.170000 sec): 2 clusters
  Score: Raw -381705.984449 + Penalty 1326.130637 = -380379.853812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128901.380000 sec): 3 clusters
  Score: Raw -380016.845059 + Penalty 2652.261274 = -377364.583785
  nChanged 1334
		SP:Iteration 1F (128901.560000 sec): 3 clusters
  Score: Raw -380728.097159 + Penalty 2652.261274 = -378075.835885
  nChanged 279
		SP:Iteration 2F (128901.730000 sec): 3 clusters
  Score: Raw -380891.569578 + Penalty 2652.261274 = -378239.308303
  nChanged 195
		SP:Iteration 3F (128901.920000 sec): 3 clusters
  Score: Raw -380996.309753 + Penalty 2652.261274 = -378344.048479
  nChanged 133
		SP:Iteration 4Q (128902.080000 sec): 3 clusters
  Score: Raw -381070.666505 + Penalty 2652.261274 = -378418.405231
  nChanged 123
		SP:Iteration 5Q (128902.260000 sec): 3 clusters
  Score: Raw -381124.210462 + Penalty 2652.261274 = -378471.949188
  nChanged 82
		SP:Iteration 6Q (128902.420000 sec): 3 clusters
  Score: Raw -381157.424348 + Penalty 2652.261274 = -378505.163073
  nChanged 71
		SP:Iteration 7Q (128902.590000 sec): 3 clusters
  Score: Raw -381189.064833 + Penalty 2652.261274 = -378536.803559
  nChanged 72
		SP:Iteration 8Q (128902.750000 sec): 3 clusters
  Score: Raw -381227.241373 + Penalty 2652.261274 = -378574.980099
  nChanged 68
		SP:Iteration 9Q (128902.970000 sec): 3 clusters
  Score: Raw -381255.788996 + Penalty 2652.261274 = -378603.527722
  nChanged 62
		SP:Iteration 10Q (128903.150000 sec): 3 clusters
  Score: Raw -381282.508473 + Penalty 2652.261274 = -378630.247199
  nChanged 49
		SP:Iteration 11Q (128903.300000 sec): 3 clusters
  Score: Raw -381306.190581 + Penalty 2652.261274 = -378653.929306
  nChanged 55
		SP:Iteration 12Q (128903.500000 sec): 3 clusters
  Score: Raw -381325.964244 + Penalty 2652.261274 = -378673.702970
  nChanged 45
		SP:Iteration 13Q (128903.690000 sec): 3 clusters
  Score: Raw -381342.085273 + Penalty 2652.261274 = -378689.823999
  nChanged 36
		SP:Iteration 14Q (128903.850000 sec): 3 clusters
  Score: Raw -381351.569985 + Penalty 2652.261274 = -378699.308711
  nChanged 36
		SP:Iteration 15Q (128904.050000 sec): 3 clusters
  Score: Raw -381364.614531 + Penalty 2652.261274 = -378712.353256
  nChanged 34
		SP:Iteration 16Q (128904.230000 sec): 3 clusters
  Score: Raw -381376.387844 + Penalty 2652.261274 = -378724.126570
  nChanged 51
		SP:Iteration 17Q (128904.400000 sec): 3 clusters
  Score: Raw -381395.646231 + Penalty 2652.261274 = -378743.384957
  nChanged 52
		SP:Iteration 18Q (128904.570000 sec): 3 clusters
  Score: Raw -381416.261761 + Penalty 2652.261274 = -378764.000487
  nChanged 43
		SP:Iteration 19Q (128904.780000 sec): 3 clusters
  Score: Raw -381434.644662 + Penalty 2652.261274 = -378782.383388
  nChanged 53
		SP:Iteration 20F (128904.950000 sec): 3 clusters
  Score: Raw -381454.878749 + Penalty 2652.261274 = -378802.617475
  nChanged 49
		SP:Iteration 21Q (128905.140000 sec): 3 clusters
  Score: Raw -381476.273424 + Penalty 2652.261274 = -378824.012149
  nChanged 44
		SP:Iteration 22Q (128905.380000 sec): 3 clusters
  Score: Raw -381496.286789 + Penalty 2652.261274 = -378844.025515
  nChanged 49
		SP:Iteration 23Q (128905.510000 sec): 3 clusters
  Score: Raw -381522.570354 + Penalty 2652.261274 = -378870.309079
  nChanged 42
		SP:Iteration 24Q (128905.670000 sec): 3 clusters
  Score: Raw -381542.606182 + Penalty 2652.261274 = -378890.344908
  nChanged 40
		SP:Iteration 25Q (128905.820000 sec): 3 clusters
  Score: Raw -381562.620008 + Penalty 2652.261274 = -378910.358734
  nChanged 32
		SP:Iteration 26Q (128905.970000 sec): 3 clusters
  Score: Raw -381576.143414 + Penalty 2652.261274 = -378923.882140
  nChanged 31
		SP:Iteration 27Q (128906.080000 sec): 3 clusters
  Score: Raw -381592.106855 + Penalty 2652.261274 = -378939.845581
  nChanged 48
		SP:Iteration 28Q (128906.240000 sec): 3 clusters
  Score: Raw -381617.260413 + Penalty 2652.261274 = -378964.999138
  nChanged 34
		SP:Iteration 29Q (128906.450000 sec): 3 clusters
  Score: Raw -381636.396942 + Penalty 2652.261274 = -378984.135668
  nChanged 35
		SP:Iteration 30Q (128906.610000 sec): 3 clusters
  Score: Raw -381651.504908 + Penalty 2652.261274 = -378999.243633
  nChanged 31
		SP:Iteration 31Q (128906.790000 sec): 3 clusters
  Score: Raw -381668.379675 + Penalty 2652.261274 = -379016.118401
  nChanged 17
		SP:Iteration 32Q (128906.970000 sec): 3 clusters
  Score: Raw -381677.151621 + Penalty 2652.261274 = -379024.890347
  nChanged 23
		SP:Iteration 33Q (128907.170000 sec): 3 clusters
  Score: Raw -381687.397596 + Penalty 2652.261274 = -379035.136322
  nChanged 19
		SP:Iteration 34Q (128907.360000 sec): 3 clusters
  Score: Raw -381699.506788 + Penalty 2652.261274 = -379047.245514
  nChanged 24
		SP:Iteration 35Q (128907.580000 sec): 3 clusters
  Score: Raw -381712.759573 + Penalty 2652.261274 = -379060.498298
  nChanged 22
		SP:Iteration 36Q (128907.770000 sec): 3 clusters
  Score: Raw -381725.380024 + Penalty 2652.261274 = -379073.118749
  nChanged 22
		SP:Iteration 37Q (128907.920000 sec): 3 clusters
  Score: Raw -381738.033048 + Penalty 2652.261274 = -379085.771774
  nChanged 23
		SP:Iteration 38Q (128908.090000 sec): 3 clusters
  Score: Raw -381751.265062 + Penalty 2652.261274 = -379099.003788
  nChanged 27
		SP:Iteration 39Q (128908.260000 sec): 3 clusters
  Score: Raw -381768.279262 + Penalty 2652.261274 = -379116.017988
  nChanged 29
		SP:Iteration 40F (128908.510000 sec): 3 clusters
  Score: Raw -381789.691455 + Penalty 2652.261274 = -379137.430181
  nChanged 23
		SP:Iteration 41Q (128908.690000 sec): 3 clusters
  Score: Raw -381808.258627 + Penalty 2652.261274 = -379155.997353
  nChanged 20
		SP:Iteration 42Q (128908.820000 sec): 3 clusters
  Score: Raw -381820.722399 + Penalty 2652.261274 = -379168.461125
  nChanged 13
		SP:Iteration 43Q (128908.990000 sec): 3 clusters
  Score: Raw -381827.450402 + Penalty 2652.261274 = -379175.189128
  nChanged 12
		SP:Iteration 44Q (128909.180000 sec): 3 clusters
  Score: Raw -381833.718962 + Penalty 2652.261274 = -379181.457688
  nChanged 12
		SP:Iteration 45Q (128909.340000 sec): 3 clusters
  Score: Raw -381842.494876 + Penalty 2652.261274 = -379190.233601
  nChanged 11
		SP:Iteration 46Q (128909.520000 sec): 3 clusters
  Score: Raw -381854.107812 + Penalty 2652.261274 = -379201.846538
  nChanged 12
		SP:Iteration 47Q (128909.760000 sec): 3 clusters
  Score: Raw -381862.293258 + Penalty 2652.261274 = -379210.031984
  nChanged 11
		SP:Iteration 48Q (128909.910000 sec): 3 clusters
  Score: Raw -381868.562189 + Penalty 2652.261274 = -379216.300914
  nChanged 5
		SP:Iteration 49Q (128910.060000 sec): 3 clusters
  Score: Raw -381871.755964 + Penalty 2652.261274 = -379219.494690
  nChanged 5
		SP:Iteration 50Q (128910.250000 sec): 3 clusters
  Score: Raw -381875.730317 + Penalty 2652.261274 = -379223.469042
  nChanged 9
		SP:Iteration 51Q (128910.460000 sec): 3 clusters
  Score: Raw -381882.873271 + Penalty 2652.261274 = -379230.611997
  nChanged 5
		SP:Iteration 52Q (128910.640000 sec): 3 clusters
  Score: Raw -381885.700123 + Penalty 2652.261274 = -379233.438848
  nChanged 5
		SP:Iteration 53Q (128910.840000 sec): 3 clusters
  Score: Raw -381888.453649 + Penalty 2652.261274 = -379236.192375
  nChanged 4
		SP:Iteration 54Q (128911.020000 sec): 3 clusters
  Score: Raw -381891.565610 + Penalty 2652.261274 = -379239.304336
  nChanged 4
		SP:Iteration 55Q (128911.220000 sec): 3 clusters
  Score: Raw -381894.007563 + Penalty 2652.261274 = -379241.746289
  nChanged 1
		SP:Iteration 56Q (128911.400000 sec): 3 clusters
  Score: Raw -381894.491836 + Penalty 2652.261274 = -379242.230562
  nChanged 1
		SP:Iteration 57Q (128911.580000 sec): 3 clusters
  Score: Raw -381894.925972 + Penalty 2652.261274 = -379242.664698
  nChanged 0
		SP:Iteration 58F (128911.730000 sec): 3 clusters
  Score: Raw -381894.925972 + Penalty 2652.261274 = -379242.664698
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (7972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128911.840000 sec): 2 clusters
  Score: Raw -870102.748362 + Penalty 1459.849736 = -868642.898626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128912.110000 sec): 3 clusters
  Score: Raw -865762.419004 + Penalty 2919.699471 = -862842.719533
  nChanged 3348
		SP:Iteration 1F (128912.300000 sec): 3 clusters
  Score: Raw -867502.623954 + Penalty 2919.699471 = -864582.924483
  nChanged 525
		SP:Iteration 2F (128912.450000 sec): 3 clusters
  Score: Raw -867766.542726 + Penalty 2919.699471 = -864846.843255
  nChanged 478
		SP:Iteration 3F (128912.700000 sec): 3 clusters
  Score: Raw -868012.553065 + Penalty 2919.699471 = -865092.853594
  nChanged 414
		SP:Iteration 4F (128912.880000 sec): 3 clusters
  Score: Raw -868191.574147 + Penalty 2919.699471 = -865271.874676
  nChanged 342
		SP:Iteration 5Q (128913.080000 sec): 3 clusters
  Score: Raw -868326.572198 + Penalty 2919.699471 = -865406.872727
  nChanged 294
		SP:Iteration 6Q (128913.290000 sec): 3 clusters
  Score: Raw -868451.198891 + Penalty 2919.699471 = -865531.499420
  nChanged 273
		SP:Iteration 7Q (128913.500000 sec): 3 clusters
  Score: Raw -868562.421506 + Penalty 2919.699471 = -865642.722034
  nChanged 260
		SP:Iteration 8Q (128913.730000 sec): 3 clusters
  Score: Raw -868671.681141 + Penalty 2919.699471 = -865751.981670
  nChanged 224
		SP:Iteration 9Q (128913.950000 sec): 3 clusters
  Score: Raw -868760.825816 + Penalty 2919.699471 = -865841.126344
  nChanged 228
		SP:Iteration 10Q (128914.120000 sec): 3 clusters
  Score: Raw -868844.076850 + Penalty 2919.699471 = -865924.377379
  nChanged 192
		SP:Iteration 11Q (128914.310000 sec): 3 clusters
  Score: Raw -868913.048585 + Penalty 2919.699471 = -865993.349113
  nChanged 160
		SP:Iteration 12Q (128914.530000 sec): 3 clusters
  Score: Raw -868968.851642 + Penalty 2919.699471 = -866049.152170
  nChanged 159
		SP:Iteration 13Q (128914.750000 sec): 3 clusters
  Score: Raw -869021.783883 + Penalty 2919.699471 = -866102.084412
  nChanged 144
		SP:Iteration 14Q (128915.010000 sec): 3 clusters
  Score: Raw -869071.121168 + Penalty 2919.699471 = -866151.421696
  nChanged 148
		SP:Iteration 15Q (128915.220000 sec): 3 clusters
  Score: Raw -869119.685377 + Penalty 2919.699471 = -866199.985906
  nChanged 148
		SP:Iteration 16Q (128915.440000 sec): 3 clusters
  Score: Raw -869173.976132 + Penalty 2919.699471 = -866254.276661
  nChanged 150
		SP:Iteration 17Q (128915.650000 sec): 3 clusters
  Score: Raw -869228.436257 + Penalty 2919.699471 = -866308.736786
  nChanged 161
		SP:Iteration 18Q (128915.850000 sec): 3 clusters
  Score: Raw -869287.471741 + Penalty 2919.699471 = -866367.772269
  nChanged 154
		SP:Iteration 19Q (128916.050000 sec): 3 clusters
  Score: Raw -869353.771827 + Penalty 2919.699471 = -866434.072356
  nChanged 172
		SP:Iteration 20F (128916.190000 sec): 3 clusters
  Score: Raw -869429.544839 + Penalty 2919.699471 = -866509.845368
  nChanged 172
		SP:Iteration 21Q (128916.370000 sec): 3 clusters
  Score: Raw -869512.658260 + Penalty 2919.699471 = -866592.958788
  nChanged 197
		SP:Iteration 22Q (128916.610000 sec): 3 clusters
  Score: Raw -869614.607231 + Penalty 2919.699471 = -866694.907760
  nChanged 186
		SP:Iteration 23Q (128916.830000 sec): 3 clusters
  Score: Raw -869718.344347 + Penalty 2919.699471 = -866798.644876
  nChanged 174
		SP:Iteration 24Q (128917.030000 sec): 3 clusters
  Score: Raw -869810.515811 + Penalty 2919.699471 = -866890.816340
  nChanged 160
		SP:Iteration 25Q (128917.230000 sec): 3 clusters
  Score: Raw -869894.662964 + Penalty 2919.699471 = -866974.963492
  nChanged 137
		SP:Iteration 26Q (128917.450000 sec): 3 clusters
  Score: Raw -869975.461048 + Penalty 2919.699471 = -867055.761577
  nChanged 124
		SP:Iteration 27Q (128917.690000 sec): 3 clusters
  Score: Raw -870036.172492 + Penalty 2919.699471 = -867116.473021
  nChanged 99
		SP:Iteration 28Q (128917.910000 sec): 3 clusters
  Score: Raw -870099.491074 + Penalty 2919.699471 = -867179.791602
  nChanged 85
		SP:Iteration 29Q (128918.110000 sec): 3 clusters
  Score: Raw -870148.034813 + Penalty 2919.699471 = -867228.335342
  nChanged 60
		SP:Iteration 30Q (128918.310000 sec): 3 clusters
  Score: Raw -870183.160778 + Penalty 2919.699471 = -867263.461306
  nChanged 58
		SP:Iteration 31Q (128918.560000 sec): 3 clusters
  Score: Raw -870224.041638 + Penalty 2919.699471 = -867304.342167
  nChanged 57
		SP:Iteration 32Q (128918.740000 sec): 3 clusters
  Score: Raw -870256.943027 + Penalty 2919.699471 = -867337.243556
  nChanged 45
		SP:Iteration 33Q (128918.990000 sec): 3 clusters
  Score: Raw -870290.345109 + Penalty 2919.699471 = -867370.645637
  nChanged 52
		SP:Iteration 34Q (128919.160000 sec): 3 clusters
  Score: Raw -870326.872452 + Penalty 2919.699471 = -867407.172981
  nChanged 43
		SP:Iteration 35Q (128919.400000 sec): 3 clusters
  Score: Raw -870351.778265 + Penalty 2919.699471 = -867432.078794
  nChanged 35
		SP:Iteration 36Q (128919.600000 sec): 3 clusters
  Score: Raw -870369.826449 + Penalty 2919.699471 = -867450.126978
  nChanged 23
		SP:Iteration 37Q (128919.860000 sec): 3 clusters
  Score: Raw -870382.892275 + Penalty 2919.699471 = -867463.192803
  nChanged 19
		SP:Iteration 38Q (128920.050000 sec): 3 clusters
  Score: Raw -870393.455778 + Penalty 2919.699471 = -867473.756307
  nChanged 15
		SP:Iteration 39Q (128920.240000 sec): 3 clusters
  Score: Raw -870401.557156 + Penalty 2919.699471 = -867481.857684
  nChanged 12
		SP:Iteration 40F (128920.430000 sec): 3 clusters
  Score: Raw -870407.824657 + Penalty 2919.699471 = -867488.125185
  nChanged 11
		SP:Iteration 41Q (128920.650000 sec): 3 clusters
  Score: Raw -870412.223416 + Penalty 2919.699471 = -867492.523945
  nChanged 11
		SP:Iteration 42Q (128920.900000 sec): 3 clusters
  Score: Raw -870418.430394 + Penalty 2919.699471 = -867498.730922
  nChanged 8
		SP:Iteration 43Q (128921.090000 sec): 3 clusters
  Score: Raw -870421.937081 + Penalty 2919.699471 = -867502.237609
  nChanged 9
		SP:Iteration 44Q (128921.290000 sec): 3 clusters
  Score: Raw -870426.558017 + Penalty 2919.699471 = -867506.858546
  nChanged 8
		SP:Iteration 45Q (128921.530000 sec): 3 clusters
  Score: Raw -870431.494738 + Penalty 2919.699471 = -867511.795267
  nChanged 8
		SP:Iteration 46Q (128921.710000 sec): 3 clusters
  Score: Raw -870436.554984 + Penalty 2919.699471 = -867516.855513
  nChanged 9
		SP:Iteration 47Q (128921.940000 sec): 3 clusters
  Score: Raw -870440.419352 + Penalty 2919.699471 = -867520.719880
  nChanged 8
		SP:Iteration 48Q (128922.110000 sec): 3 clusters
  Score: Raw -870444.165805 + Penalty 2919.699471 = -867524.466334
  nChanged 7
		SP:Iteration 49Q (128922.310000 sec): 3 clusters
  Score: Raw -870447.084749 + Penalty 2919.699471 = -867527.385277
  nChanged 3
		SP:Iteration 50Q (128922.530000 sec): 3 clusters
  Score: Raw -870448.477885 + Penalty 2919.699471 = -867528.778414
  nChanged 1
		SP:Iteration 51Q (128922.740000 sec): 3 clusters
  Score: Raw -870448.675257 + Penalty 2919.699471 = -867528.975786
  nChanged 2
		SP:Iteration 52Q (128922.950000 sec): 3 clusters
  Score: Raw -870449.098307 + Penalty 2919.699471 = -867529.398836
  nChanged 1
		SP:Iteration 53Q (128923.170000 sec): 3 clusters
  Score: Raw -870449.377499 + Penalty 2919.699471 = -867529.678028
  nChanged 2
		SP:Iteration 54Q (128923.340000 sec): 3 clusters
  Score: Raw -870450.189194 + Penalty 2919.699471 = -867530.489722
  nChanged 4
		SP:Iteration 55Q (128923.590000 sec): 3 clusters
  Score: Raw -870451.974292 + Penalty 2919.699471 = -867532.274821
  nChanged 4
		SP:Iteration 56Q (128923.800000 sec): 3 clusters
  Score: Raw -870453.478842 + Penalty 2919.699471 = -867533.779370
  nChanged 3
		SP:Iteration 57Q (128923.970000 sec): 3 clusters
  Score: Raw -870454.156105 + Penalty 2919.699471 = -867534.456633
  nChanged 2
		SP:Iteration 58Q (128924.180000 sec): 3 clusters
  Score: Raw -870454.943121 + Penalty 2919.699471 = -867535.243650
  nChanged 3
		SP:Iteration 59Q (128924.400000 sec): 3 clusters
  Score: Raw -870456.441374 + Penalty 2919.699471 = -867536.741903
  nChanged 2
		SP:Iteration 60F (128924.560000 sec): 3 clusters
  Score: Raw -870457.316399 + Penalty 2919.699471 = -867537.616928
  nChanged 3
		SP:Iteration 61Q (128924.790000 sec): 3 clusters
  Score: Raw -870458.520392 + Penalty 2919.699471 = -867538.820920
  nChanged 2
		SP:Iteration 62Q (128924.950000 sec): 3 clusters
  Score: Raw -870458.874161 + Penalty 2919.699471 = -867539.174690
  nChanged 0
		SP:Iteration 63F (128925.160000 sec): 3 clusters
  Score: Raw -870458.874161 + Penalty 2919.699471 = -867539.174690
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128925.250000 sec): 2 clusters
  Score: Raw -407942.978898 + Penalty 1343.293489 = -406599.685408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128925.490000 sec): 3 clusters
  Score: Raw -405987.272237 + Penalty 2686.586979 = -403300.685258
  nChanged 1560
		SP:Iteration 1F (128925.660000 sec): 3 clusters
  Score: Raw -407111.702464 + Penalty 2686.586979 = -404425.115485
  nChanged 406
		SP:Iteration 2F (128925.820000 sec): 3 clusters
  Score: Raw -407553.865250 + Penalty 2686.586979 = -404867.278271
  nChanged 358
		SP:Iteration 3F (128926.000000 sec): 3 clusters
  Score: Raw -407955.183611 + Penalty 2686.586979 = -405268.596632
  nChanged 303
		SP:Iteration 4F (128926.220000 sec): 3 clusters
  Score: Raw -408233.534531 + Penalty 2686.586979 = -405546.947552
  nChanged 212
		SP:Iteration 5F (128926.370000 sec): 3 clusters
  Score: Raw -408386.689676 + Penalty 2686.586979 = -405700.102697
  nChanged 131
		SP:Iteration 6Q (128926.520000 sec): 3 clusters
  Score: Raw -408464.474796 + Penalty 2686.586979 = -405777.887818
  nChanged 85
		SP:Iteration 7Q (128926.730000 sec): 3 clusters
  Score: Raw -408507.137086 + Penalty 2686.586979 = -405820.550107
  nChanged 66
		SP:Iteration 8Q (128926.960000 sec): 3 clusters
  Score: Raw -408535.297432 + Penalty 2686.586979 = -405848.710453
  nChanged 50
		SP:Iteration 9Q (128927.150000 sec): 3 clusters
  Score: Raw -408563.609758 + Penalty 2686.586979 = -405877.022779
  nChanged 48
		SP:Iteration 10Q (128927.330000 sec): 3 clusters
  Score: Raw -408587.395194 + Penalty 2686.586979 = -405900.808215
  nChanged 36
		SP:Iteration 11Q (128927.500000 sec): 3 clusters
  Score: Raw -408602.256457 + Penalty 2686.586979 = -405915.669478
  nChanged 26
		SP:Iteration 12Q (128927.680000 sec): 3 clusters
  Score: Raw -408610.669561 + Penalty 2686.586979 = -405924.082582
  nChanged 16
		SP:Iteration 13Q (128927.890000 sec): 3 clusters
  Score: Raw -408615.209917 + Penalty 2686.586979 = -405928.622938
  nChanged 12
		SP:Iteration 14Q (128928.060000 sec): 3 clusters
  Score: Raw -408619.030502 + Penalty 2686.586979 = -405932.443523
  nChanged 13
		SP:Iteration 15Q (128928.240000 sec): 3 clusters
  Score: Raw -408621.769722 + Penalty 2686.586979 = -405935.182744
  nChanged 7
		SP:Iteration 16Q (128928.410000 sec): 3 clusters
  Score: Raw -408623.400080 + Penalty 2686.586979 = -405936.813101
  nChanged 5
		SP:Iteration 17Q (128928.590000 sec): 3 clusters
  Score: Raw -408624.855886 + Penalty 2686.586979 = -405938.268908
  nChanged 5
		SP:Iteration 18Q (128928.740000 sec): 3 clusters
  Score: Raw -408626.149078 + Penalty 2686.586979 = -405939.562099
  nChanged 4
		SP:Iteration 19Q (128928.950000 sec): 3 clusters
  Score: Raw -408627.560302 + Penalty 2686.586979 = -405940.973324
  nChanged 5
		SP:Iteration 20F (128929.160000 sec): 3 clusters
  Score: Raw -408628.837464 + Penalty 2686.586979 = -405942.250485
  nChanged 6
		SP:Iteration 21Q (128929.300000 sec): 3 clusters
  Score: Raw -408629.953732 + Penalty 2686.586979 = -405943.366753
  nChanged 3
		SP:Iteration 22Q (128929.440000 sec): 3 clusters
  Score: Raw -408630.430910 + Penalty 2686.586979 = -405943.843931
  nChanged 3
		SP:Iteration 23Q (128929.630000 sec): 3 clusters
  Score: Raw -408631.392000 + Penalty 2686.586979 = -405944.805022
  nChanged 5
		SP:Iteration 24Q (128929.830000 sec): 3 clusters
  Score: Raw -408632.778051 + Penalty 2686.586979 = -405946.191073
  nChanged 3
		SP:Iteration 25Q (128930.010000 sec): 3 clusters
  Score: Raw -408633.443543 + Penalty 2686.586979 = -405946.856564
  nChanged 2
		SP:Iteration 26Q (128930.230000 sec): 3 clusters
  Score: Raw -408633.802003 + Penalty 2686.586979 = -405947.215025
  nChanged 3
		SP:Iteration 27Q (128930.380000 sec): 3 clusters
  Score: Raw -408634.139937 + Penalty 2686.586979 = -405947.552958
  nChanged 0
		SP:Iteration 28F (128930.550000 sec): 3 clusters
  Score: Raw -408634.139937 + Penalty 2686.586979 = -405947.552958
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128930.880000 sec): 2 clusters
  Score: Raw -5334630.830006 + Penalty 1754.056488 = -5332876.773517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128931.280000 sec): 3 clusters
  Score: Raw -5303974.514090 + Penalty 3508.112977 = -5300466.401113
  nChanged 22836
		SP:Iteration 1F (128931.730000 sec): 3 clusters
  Score: Raw -5316987.160117 + Penalty 3508.112977 = -5313479.047140
  nChanged 2162
		SP:Iteration 2Q (128932.210000 sec): 3 clusters
  Score: Raw -5317709.630959 + Penalty 3508.112977 = -5314201.517982
  nChanged 2272
		SP:Iteration 3Q (128932.670000 sec): 3 clusters
  Score: Raw -5318682.747518 + Penalty 3508.112977 = -5315174.634541
  nChanged 2719
		SP:Iteration 4F (128933.120000 sec): 3 clusters
  Score: Raw -5320188.026469 + Penalty 3508.112977 = -5316679.913492
  nChanged 3268
		SP:Iteration 5F (128933.580000 sec): 3 clusters
  Score: Raw -5322524.539726 + Penalty 3508.112977 = -5319016.426749
  nChanged 3699
		SP:Iteration 6F (128934.040000 sec): 3 clusters
  Score: Raw -5325652.355344 + Penalty 3508.112977 = -5322144.242367
  nChanged 3533
		SP:Iteration 7F (128934.450000 sec): 3 clusters
  Score: Raw -5328920.463205 + Penalty 3508.112977 = -5325412.350228
  nChanged 2770
		SP:Iteration 8F (128934.870000 sec): 3 clusters
  Score: Raw -5331505.542404 + Penalty 3508.112977 = -5327997.429428
  nChanged 1796
		SP:Iteration 9Q (128935.260000 sec): 3 clusters
  Score: Raw -5333177.814914 + Penalty 3508.112977 = -5329669.701937
  nChanged 932
		SP:Iteration 10Q (128935.620000 sec): 3 clusters
  Score: Raw -5334045.601880 + Penalty 3508.112977 = -5330537.488903
  nChanged 463
		SP:Iteration 11Q (128936.010000 sec): 3 clusters
  Score: Raw -5334437.789012 + Penalty 3508.112977 = -5330929.676035
  nChanged 258
		SP:Iteration 12Q (128936.380000 sec): 3 clusters
  Score: Raw -5334647.962059 + Penalty 3508.112977 = -5331139.849082
  nChanged 166
		SP:Iteration 13Q (128936.720000 sec): 3 clusters
  Score: Raw -5334781.442808 + Penalty 3508.112977 = -5331273.329832
  nChanged 113
		SP:Iteration 14Q (128937.090000 sec): 3 clusters
  Score: Raw -5334874.319417 + Penalty 3508.112977 = -5331366.206440
  nChanged 75
		SP:Iteration 15Q (128937.510000 sec): 3 clusters
  Score: Raw -5334925.837579 + Penalty 3508.112977 = -5331417.724602
  nChanged 51
		SP:Iteration 16Q (128937.890000 sec): 3 clusters
  Score: Raw -5334952.169240 + Penalty 3508.112977 = -5331444.056264
  nChanged 39
		SP:Iteration 17Q (128938.260000 sec): 3 clusters
  Score: Raw -5334975.389928 + Penalty 3508.112977 = -5331467.276952
  nChanged 30
		SP:Iteration 18Q (128938.640000 sec): 3 clusters
  Score: Raw -5334990.744591 + Penalty 3508.112977 = -5331482.631614
  nChanged 26
		SP:Iteration 19Q (128939.010000 sec): 3 clusters
  Score: Raw -5335006.059492 + Penalty 3508.112977 = -5331497.946515
  nChanged 21
		SP:Iteration 20F (128939.480000 sec): 3 clusters
  Score: Raw -5335016.077552 + Penalty 3508.112977 = -5331507.964575
  nChanged 20
		SP:Iteration 21Q (128939.930000 sec): 3 clusters
  Score: Raw -5335024.898840 + Penalty 3508.112977 = -5331516.785864
  nChanged 10
		SP:Iteration 22Q (128940.310000 sec): 3 clusters
  Score: Raw -5335029.639768 + Penalty 3508.112977 = -5331521.526792
  nChanged 8
		SP:Iteration 23Q (128940.730000 sec): 3 clusters
  Score: Raw -5335033.192628 + Penalty 3508.112977 = -5331525.079652
  nChanged 10
		SP:Iteration 24Q (128941.100000 sec): 3 clusters
  Score: Raw -5335039.871449 + Penalty 3508.112977 = -5331531.758472
  nChanged 12
		SP:Iteration 25Q (128941.510000 sec): 3 clusters
  Score: Raw -5335046.444148 + Penalty 3508.112977 = -5331538.331171
  nChanged 10
		SP:Iteration 26Q (128941.910000 sec): 3 clusters
  Score: Raw -5335054.420950 + Penalty 3508.112977 = -5331546.307974
  nChanged 11
		SP:Iteration 27Q (128942.290000 sec): 3 clusters
  Score: Raw -5335060.594508 + Penalty 3508.112977 = -5331552.481532
  nChanged 10
		SP:Iteration 28Q (128942.730000 sec): 3 clusters
  Score: Raw -5335067.192149 + Penalty 3508.112977 = -5331559.079173
  nChanged 13
		SP:Iteration 29Q (128943.140000 sec): 3 clusters
  Score: Raw -5335073.554393 + Penalty 3508.112977 = -5331565.441417
  nChanged 12
		SP:Iteration 30Q (128943.540000 sec): 3 clusters
  Score: Raw -5335080.537257 + Penalty 3508.112977 = -5331572.424280
  nChanged 17
		SP:Iteration 31Q (128943.970000 sec): 3 clusters
  Score: Raw -5335086.803693 + Penalty 3508.112977 = -5331578.690717
  nChanged 11
		SP:Iteration 32Q (128944.360000 sec): 3 clusters
  Score: Raw -5335091.965718 + Penalty 3508.112977 = -5331583.852741
  nChanged 9
		SP:Iteration 33Q (128944.760000 sec): 3 clusters
  Score: Raw -5335097.373567 + Penalty 3508.112977 = -5331589.260591
  nChanged 11
		SP:Iteration 34Q (128945.150000 sec): 3 clusters
  Score: Raw -5335102.902019 + Penalty 3508.112977 = -5331594.789042
  nChanged 16
		SP:Iteration 35Q (128945.580000 sec): 3 clusters
  Score: Raw -5335108.781789 + Penalty 3508.112977 = -5331600.668812
  nChanged 8
		SP:Iteration 36Q (128945.930000 sec): 3 clusters
  Score: Raw -5335113.812150 + Penalty 3508.112977 = -5331605.699174
  nChanged 9
		SP:Iteration 37Q (128946.350000 sec): 3 clusters
  Score: Raw -5335118.690761 + Penalty 3508.112977 = -5331610.577784
  nChanged 7
		SP:Iteration 38Q (128946.750000 sec): 3 clusters
  Score: Raw -5335121.891893 + Penalty 3508.112977 = -5331613.778916
  nChanged 7
		SP:Iteration 39Q (128947.110000 sec): 3 clusters
  Score: Raw -5335127.056461 + Penalty 3508.112977 = -5331618.943485
  nChanged 8
		SP:Iteration 40F (128947.520000 sec): 3 clusters
  Score: Raw -5335130.236146 + Penalty 3508.112977 = -5331622.123169
  nChanged 4
		SP:Iteration 41Q (128947.870000 sec): 3 clusters
  Score: Raw -5335131.276421 + Penalty 3508.112977 = -5331623.163445
  nChanged 4
		SP:Iteration 42Q (128948.260000 sec): 3 clusters
  Score: Raw -5335132.213167 + Penalty 3508.112977 = -5331624.100191
  nChanged 0
		SP:Iteration 43F (128948.700000 sec): 3 clusters
  Score: Raw -5335132.213167 + Penalty 3508.112977 = -5331624.100191
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128948.820000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128948.960000 sec): 3 clusters
  Score: Raw -22391.365948 + Penalty 1748.466640 = -20642.899308
  nChanged 30
		SP:Iteration 1F (128949.140000 sec): 3 clusters
  Score: Raw -22479.816618 + Penalty 1748.466640 = -20731.349978
  nChanged 5
		SP:Iteration 2Q (128949.280000 sec): 3 clusters
  Score: Raw -22499.559139 + Penalty 1748.466640 = -20751.092499
  nChanged 2
		SP:Iteration 3Q (128949.410000 sec): 3 clusters
  Score: Raw -22509.757383 + Penalty 1748.466640 = -20761.290743
  nChanged 1
		SP:Iteration 4Q (128949.560000 sec): 3 clusters
  Score: Raw -22516.667663 + Penalty 1748.466640 = -20768.201023
  nChanged 0
		SP:Iteration 5F (128949.700000 sec): 3 clusters
  Score: Raw -22516.667663 + Penalty 1748.466640 = -20768.201023
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128949.790000 sec): 2 clusters
  Score: Raw -351099.119773 + Penalty 1319.160203 = -349779.959570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128949.980000 sec): 3 clusters
  Score: Raw -349499.929729 + Penalty 2638.320406 = -346861.609322
  nChanged 1243
		SP:Iteration 1F (128950.180000 sec): 3 clusters
  Score: Raw -350331.693445 + Penalty 2638.320406 = -347693.373039
  nChanged 285
		SP:Iteration 2F (128950.390000 sec): 3 clusters
  Score: Raw -350571.263363 + Penalty 2638.320406 = -347932.942956
  nChanged 220
		SP:Iteration 3F (128950.610000 sec): 3 clusters
  Score: Raw -350764.335468 + Penalty 2638.320406 = -348126.015061
  nChanged 205
		SP:Iteration 4F (128950.800000 sec): 3 clusters
  Score: Raw -350969.504026 + Penalty 2638.320406 = -348331.183620
  nChanged 205
		SP:Iteration 5F (128950.940000 sec): 3 clusters
  Score: Raw -351163.193274 + Penalty 2638.320406 = -348524.872867
  nChanged 156
		SP:Iteration 6Q (128951.140000 sec): 3 clusters
  Score: Raw -351308.083256 + Penalty 2638.320406 = -348669.762849
  nChanged 150
		SP:Iteration 7Q (128951.310000 sec): 3 clusters
  Score: Raw -351468.568741 + Penalty 2638.320406 = -348830.248334
  nChanged 132
		SP:Iteration 8Q (128951.510000 sec): 3 clusters
  Score: Raw -351614.582746 + Penalty 2638.320406 = -348976.262340
  nChanged 121
		SP:Iteration 9Q (128951.670000 sec): 3 clusters
  Score: Raw -351739.496210 + Penalty 2638.320406 = -349101.175804
  nChanged 93
		SP:Iteration 10Q (128951.810000 sec): 3 clusters
  Score: Raw -351846.676777 + Penalty 2638.320406 = -349208.356371
  nChanged 76
		SP:Iteration 11Q (128952.010000 sec): 3 clusters
  Score: Raw -351903.822349 + Penalty 2638.320406 = -349265.501943
  nChanged 55
		SP:Iteration 12Q (128952.190000 sec): 3 clusters
  Score: Raw -351938.234186 + Penalty 2638.320406 = -349299.913780
  nChanged 40
		SP:Iteration 13Q (128952.310000 sec): 3 clusters
  Score: Raw -351960.540459 + Penalty 2638.320406 = -349322.220052
  nChanged 21
		SP:Iteration 14Q (128952.490000 sec): 3 clusters
  Score: Raw -351972.208594 + Penalty 2638.320406 = -349333.888188
  nChanged 17
		SP:Iteration 15Q (128952.670000 sec): 3 clusters
  Score: Raw -351979.821886 + Penalty 2638.320406 = -349341.501479
  nChanged 20
		SP:Iteration 16Q (128952.840000 sec): 3 clusters
  Score: Raw -351989.691175 + Penalty 2638.320406 = -349351.370769
  nChanged 16
		SP:Iteration 17Q (128953.000000 sec): 3 clusters
  Score: Raw -351996.028006 + Penalty 2638.320406 = -349357.707600
  nChanged 16
		SP:Iteration 18Q (128953.200000 sec): 3 clusters
  Score: Raw -352003.034863 + Penalty 2638.320406 = -349364.714457
  nChanged 18
		SP:Iteration 19Q (128953.390000 sec): 3 clusters
  Score: Raw -352011.004844 + Penalty 2638.320406 = -349372.684438
  nChanged 15
		SP:Iteration 20F (128953.540000 sec): 3 clusters
  Score: Raw -352016.788169 + Penalty 2638.320406 = -349378.467763
  nChanged 7
		SP:Iteration 21Q (128953.710000 sec): 3 clusters
  Score: Raw -352018.573736 + Penalty 2638.320406 = -349380.253330
  nChanged 4
		SP:Iteration 22Q (128953.890000 sec): 3 clusters
  Score: Raw -352019.690216 + Penalty 2638.320406 = -349381.369810
  nChanged 4
		SP:Iteration 23Q (128954.100000 sec): 3 clusters
  Score: Raw -352021.361627 + Penalty 2638.320406 = -349383.041220
  nChanged 5
		SP:Iteration 24Q (128954.280000 sec): 3 clusters
  Score: Raw -352024.463521 + Penalty 2638.320406 = -349386.143115
  nChanged 8
		SP:Iteration 25Q (128954.450000 sec): 3 clusters
  Score: Raw -352027.630549 + Penalty 2638.320406 = -349389.310143
  nChanged 3
		SP:Iteration 26Q (128954.650000 sec): 3 clusters
  Score: Raw -352028.540402 + Penalty 2638.320406 = -349390.219995
  nChanged 3
		SP:Iteration 27Q (128954.820000 sec): 3 clusters
  Score: Raw -352029.722684 + Penalty 2638.320406 = -349391.402278
  nChanged 5
		SP:Iteration 28Q (128955.000000 sec): 3 clusters
  Score: Raw -352030.896057 + Penalty 2638.320406 = -349392.575651
  nChanged 3
		SP:Iteration 29Q (128955.200000 sec): 3 clusters
  Score: Raw -352032.482123 + Penalty 2638.320406 = -349394.161717
  nChanged 2
		SP:Iteration 30Q (128955.330000 sec): 3 clusters
  Score: Raw -352032.690612 + Penalty 2638.320406 = -349394.370205
  nChanged 0
		SP:Iteration 31F (128955.500000 sec): 3 clusters
  Score: Raw -352032.690612 + Penalty 2638.320406 = -349394.370205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128955.620000 sec): 2 clusters
  Score: Raw -172770.010124 + Penalty 1218.925845 = -171551.084279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128955.810000 sec): 3 clusters
  Score: Raw -172067.456828 + Penalty 2437.851690 = -169629.605138
  nChanged 616
		SP:Iteration 1F (128955.990000 sec): 3 clusters
  Score: Raw -172552.044405 + Penalty 2437.851690 = -170114.192715
  nChanged 150
		SP:Iteration 2F (128956.170000 sec): 3 clusters
  Score: Raw -172701.258584 + Penalty 2437.851690 = -170263.406894
  nChanged 115
		SP:Iteration 3F (128956.330000 sec): 3 clusters
  Score: Raw -172808.504414 + Penalty 2437.851690 = -170370.652724
  nChanged 76
		SP:Iteration 4Q (128956.500000 sec): 3 clusters
  Score: Raw -172874.549195 + Penalty 2437.851690 = -170436.697505
  nChanged 61
		SP:Iteration 5Q (128956.660000 sec): 3 clusters
  Score: Raw -172927.784138 + Penalty 2437.851690 = -170489.932448
  nChanged 48
		SP:Iteration 6Q (128956.820000 sec): 3 clusters
  Score: Raw -172983.753978 + Penalty 2437.851690 = -170545.902287
  nChanged 44
		SP:Iteration 7Q (128956.940000 sec): 3 clusters
  Score: Raw -173045.094365 + Penalty 2437.851690 = -170607.242674
  nChanged 50
		SP:Iteration 8Q (128957.100000 sec): 3 clusters
  Score: Raw -173088.099631 + Penalty 2437.851690 = -170650.247941
  nChanged 32
		SP:Iteration 9Q (128957.240000 sec): 3 clusters
  Score: Raw -173105.808891 + Penalty 2437.851690 = -170667.957200
  nChanged 20
		SP:Iteration 10Q (128957.400000 sec): 3 clusters
  Score: Raw -173122.353609 + Penalty 2437.851690 = -170684.501918
  nChanged 19
		SP:Iteration 11Q (128957.610000 sec): 3 clusters
  Score: Raw -173133.415870 + Penalty 2437.851690 = -170695.564180
  nChanged 12
		SP:Iteration 12Q (128957.740000 sec): 3 clusters
  Score: Raw -173143.433754 + Penalty 2437.851690 = -170705.582064
  nChanged 13
		SP:Iteration 13Q (128957.940000 sec): 3 clusters
  Score: Raw -173152.682876 + Penalty 2437.851690 = -170714.831186
  nChanged 16
		SP:Iteration 14Q (128958.120000 sec): 3 clusters
  Score: Raw -173162.663093 + Penalty 2437.851690 = -170724.811403
  nChanged 12
		SP:Iteration 15Q (128958.320000 sec): 3 clusters
  Score: Raw -173169.082175 + Penalty 2437.851690 = -170731.230485
  nChanged 17
		SP:Iteration 16Q (128958.490000 sec): 3 clusters
  Score: Raw -173177.072260 + Penalty 2437.851690 = -170739.220570
  nChanged 14
		SP:Iteration 17Q (128958.690000 sec): 3 clusters
  Score: Raw -173186.256988 + Penalty 2437.851690 = -170748.405298
  nChanged 14
		SP:Iteration 18Q (128958.850000 sec): 3 clusters
  Score: Raw -173196.699309 + Penalty 2437.851690 = -170758.847619
  nChanged 13
		SP:Iteration 19Q (128959.060000 sec): 3 clusters
  Score: Raw -173203.538422 + Penalty 2437.851690 = -170765.686732
  nChanged 11
		SP:Iteration 20F (128959.210000 sec): 3 clusters
  Score: Raw -173208.762349 + Penalty 2437.851690 = -170770.910659
  nChanged 7
		SP:Iteration 21Q (128959.420000 sec): 3 clusters
  Score: Raw -173211.673983 + Penalty 2437.851690 = -170773.822293
  nChanged 9
		SP:Iteration 22Q (128959.560000 sec): 3 clusters
  Score: Raw -173215.322094 + Penalty 2437.851690 = -170777.470404
  nChanged 5
		SP:Iteration 23Q (128959.670000 sec): 3 clusters
  Score: Raw -173217.643414 + Penalty 2437.851690 = -170779.791724
  nChanged 6
		SP:Iteration 24Q (128959.820000 sec): 3 clusters
  Score: Raw -173219.787946 + Penalty 2437.851690 = -170781.936256
  nChanged 4
		SP:Iteration 25Q (128959.950000 sec): 3 clusters
  Score: Raw -173222.508125 + Penalty 2437.851690 = -170784.656435
  nChanged 3
		SP:Iteration 26Q (128960.070000 sec): 3 clusters
  Score: Raw -173224.368328 + Penalty 2437.851690 = -170786.516637
  nChanged 4
		SP:Iteration 27Q (128960.220000 sec): 3 clusters
  Score: Raw -173227.174948 + Penalty 2437.851690 = -170789.323258
  nChanged 5
		SP:Iteration 28Q (128960.320000 sec): 3 clusters
  Score: Raw -173231.632602 + Penalty 2437.851690 = -170793.780911
  nChanged 7
		SP:Iteration 29Q (128960.490000 sec): 3 clusters
  Score: Raw -173235.677668 + Penalty 2437.851690 = -170797.825977
  nChanged 10
		SP:Iteration 30Q (128960.600000 sec): 3 clusters
  Score: Raw -173240.168367 + Penalty 2437.851690 = -170802.316677
  nChanged 5
		SP:Iteration 31Q (128960.790000 sec): 3 clusters
  Score: Raw -173241.712795 + Penalty 2437.851690 = -170803.861105
  nChanged 3
		SP:Iteration 32Q (128960.970000 sec): 3 clusters
  Score: Raw -173243.798818 + Penalty 2437.851690 = -170805.947127
  nChanged 3
		SP:Iteration 33Q (128961.120000 sec): 3 clusters
  Score: Raw -173248.790914 + Penalty 2437.851690 = -170810.939223
  nChanged 10
		SP:Iteration 34Q (128961.220000 sec): 3 clusters
  Score: Raw -173253.425029 + Penalty 2437.851690 = -170815.573339
  nChanged 6
		SP:Iteration 35Q (128961.350000 sec): 3 clusters
  Score: Raw -173257.200955 + Penalty 2437.851690 = -170819.349264
  nChanged 3
		SP:Iteration 36Q (128961.470000 sec): 3 clusters
  Score: Raw -173258.751761 + Penalty 2437.851690 = -170820.900070
  nChanged 4
		SP:Iteration 37Q (128961.610000 sec): 3 clusters
  Score: Raw -173262.571281 + Penalty 2437.851690 = -170824.719591
  nChanged 10
		SP:Iteration 38Q (128961.760000 sec): 3 clusters
  Score: Raw -173270.570340 + Penalty 2437.851690 = -170832.718649
  nChanged 9
		SP:Iteration 39Q (128961.950000 sec): 3 clusters
  Score: Raw -173278.751972 + Penalty 2437.851690 = -170840.900282
  nChanged 14
		SP:Iteration 40F (128962.090000 sec): 3 clusters
  Score: Raw -173290.677219 + Penalty 2437.851690 = -170852.825529
  nChanged 11
		SP:Iteration 41Q (128962.250000 sec): 3 clusters
  Score: Raw -173298.828553 + Penalty 2437.851690 = -170860.976863
  nChanged 7
		SP:Iteration 42Q (128962.380000 sec): 3 clusters
  Score: Raw -173302.108369 + Penalty 2437.851690 = -170864.256679
  nChanged 5
		SP:Iteration 43Q (128962.530000 sec): 3 clusters
  Score: Raw -173304.531820 + Penalty 2437.851690 = -170866.680129
  nChanged 5
		SP:Iteration 44Q (128962.650000 sec): 3 clusters
  Score: Raw -173307.407824 + Penalty 2437.851690 = -170869.556134
  nChanged 4
		SP:Iteration 45Q (128962.820000 sec): 3 clusters
  Score: Raw -173309.937353 + Penalty 2437.851690 = -170872.085663
  nChanged 4
		SP:Iteration 46Q (128962.950000 sec): 3 clusters
  Score: Raw -173312.003740 + Penalty 2437.851690 = -170874.152049
  nChanged 3
		SP:Iteration 47Q (128963.110000 sec): 3 clusters
  Score: Raw -173312.572601 + Penalty 2437.851690 = -170874.720910
  nChanged 1
		SP:Iteration 48Q (128963.270000 sec): 3 clusters
  Score: Raw -173312.902811 + Penalty 2437.851690 = -170875.051120
  nChanged 2
		SP:Iteration 49Q (128963.450000 sec): 3 clusters
  Score: Raw -173313.809930 + Penalty 2437.851690 = -170875.958239
  nChanged 1
		SP:Iteration 50Q (128963.520000 sec): 3 clusters
  Score: Raw -173314.794648 + Penalty 2437.851690 = -170876.942958
  nChanged 4
		SP:Iteration 51Q (128963.700000 sec): 3 clusters
  Score: Raw -173316.119522 + Penalty 2437.851690 = -170878.267832
  nChanged 2
		SP:Iteration 52Q (128963.790000 sec): 3 clusters
  Score: Raw -173316.659599 + Penalty 2437.851690 = -170878.807909
  nChanged 0
		SP:Iteration 53F (128964.000000 sec): 3 clusters
  Score: Raw -173316.659599 + Penalty 2437.851690 = -170878.807909
  nChanged 0
Iteration 259Q (129116.040000 sec): 81 clusters
  Score: Raw -134110481.466311 + Penalty 182584.632245 = -133927896.834067
  nChanged 1482
Iteration 260F (129352.530000 sec): 81 clusters
  Score: Raw -134110947.440507 + Penalty 182584.632245 = -133928362.808262
  nChanged 1220
Iteration 261Q (129510.610000 sec): 81 clusters
  Score: Raw -134111119.982287 + Penalty 182584.632245 = -133928535.350042
  nChanged 887
Iteration 262Q (129668.860000 sec): 81 clusters
  Score: Raw -134111197.445349 + Penalty 182584.632245 = -133928612.813104
  nChanged 765
Iteration 263Q (129823.880000 sec): 81 clusters
  Score: Raw -134111242.013183 + Penalty 182584.632245 = -133928657.380938
  nChanged 625
Iteration 264Q (129974.590000 sec): 81 clusters
  Score: Raw -134111271.690122 + Penalty 182584.632245 = -133928687.057877
  nChanged 584
Iteration 265Q (130118.860000 sec): 81 clusters
  Score: Raw -134111294.549746 + Penalty 182584.632245 = -133928709.917501
  nChanged 523
Iteration 266Q (130268.770000 sec): 81 clusters
  Score: Raw -134111320.470585 + Penalty 182584.632245 = -133928735.838340
  nChanged 537
Iteration 267Q (130423.310000 sec): 81 clusters
  Score: Raw -134111338.137652 + Penalty 182584.632245 = -133928753.505407
  nChanged 481
Iteration 268Q (130571.490000 sec): 81 clusters
  Score: Raw -134111352.534615 + Penalty 182584.632245 = -133928767.902370
  nChanged 418
Iteration 269Q (130723.140000 sec): 81 clusters
  Score: Raw -134111365.003124 + Penalty 182584.632245 = -133928780.370880
  nChanged 389
Iteration 270Q (130864.960000 sec): 81 clusters
  Score: Raw -134111375.444813 + Penalty 182584.632245 = -133928790.812569
  nChanged 362
Iteration 271Q (131020.190000 sec): 81 clusters
  Score: Raw -134111384.871560 + Penalty 182584.632245 = -133928800.239315
  nChanged 373
Iteration 272Q (131172.390000 sec): 81 clusters
  Score: Raw -134111393.878483 + Penalty 182584.632245 = -133928809.246239
  nChanged 317
Iteration 273Q (131325.820000 sec): 81 clusters
  Score: Raw -134111400.760009 + Penalty 182584.632245 = -133928816.127764
  nChanged 301
Iteration 274Q (131475.890000 sec): 81 clusters
  Score: Raw -134111407.511627 + Penalty 182584.632245 = -133928822.879383
  nChanged 317
Iteration 275Q (131627.000000 sec): 81 clusters
  Score: Raw -134111414.242329 + Penalty 182584.632245 = -133928829.610084
  nChanged 330
Iteration 276Q (131772.510000 sec): 81 clusters
  Score: Raw -134111421.592334 + Penalty 182584.632245 = -133928836.960089
  nChanged 311
Iteration 277Q (131924.060000 sec): 81 clusters
  Score: Raw -134111428.603477 + Penalty 182584.632245 = -133928843.971232
  nChanged 326
Iteration 278Q (132077.960000 sec): 81 clusters
  Score: Raw -134111435.865374 + Penalty 182584.632245 = -133928851.233129
  nChanged 350
Iteration 279Q (132227.440000 sec): 81 clusters
  Score: Raw -134111443.547507 + Penalty 182584.632245 = -133928858.915262
  nChanged 333
Iteration 280F (132458.250000 sec): 81 clusters
  Score: Raw -134111452.417065 + Penalty 182584.632245 = -133928867.784820
  nChanged 346
Iteration 281Q (132603.570000 sec): 81 clusters
  Score: Raw -134111462.216424 + Penalty 182584.632245 = -133928877.584179
  nChanged 363
Iteration 282Q (132746.630000 sec): 81 clusters
  Score: Raw -134111472.697007 + Penalty 182584.632245 = -133928888.064763
  nChanged 351
Iteration 283Q (132892.590000 sec): 81 clusters
  Score: Raw -134111482.272725 + Penalty 182584.632245 = -133928897.640480
  nChanged 349
Iteration 284Q (133047.340000 sec): 81 clusters
  Score: Raw -134111491.418455 + Penalty 182584.632245 = -133928906.786210
  nChanged 336
Iteration 285Q (133215.620000 sec): 81 clusters
  Score: Raw -134111500.441979 + Penalty 182584.632245 = -133928915.809734
  nChanged 352
Iteration 286Q (133418.660000 sec): 81 clusters
  Score: Raw -134111509.598038 + Penalty 182584.632245 = -133928924.965793
  nChanged 348
Iteration 287Q (133628.630000 sec): 81 clusters
  Score: Raw -134111517.346623 + Penalty 182584.632245 = -133928932.714379
  nChanged 326
Iteration 288Q (133796.650000 sec): 81 clusters
  Score: Raw -134111524.964290 + Penalty 182584.632245 = -133928940.332045
  nChanged 300
Iteration 289Q (133938.230000 sec): 81 clusters
  Score: Raw -134111532.231580 + Penalty 182584.632245 = -133928947.599336
  nChanged 307
Iteration 290Q (134080.130000 sec): 81 clusters
  Score: Raw -134111540.981176 + Penalty 182584.632245 = -133928956.348932
  nChanged 308
Iteration 291Q (134224.320000 sec): 81 clusters
  Score: Raw -134111548.433269 + Penalty 182584.632245 = -133928963.801024
  nChanged 347
Iteration 292Q (134365.560000 sec): 81 clusters
  Score: Raw -134111556.738350 + Penalty 182584.632245 = -133928972.106106
  nChanged 321
Iteration 293Q (134497.550000 sec): 81 clusters
  Score: Raw -134111563.447649 + Penalty 182584.632245 = -133928978.815404
  nChanged 303
Iteration 294Q (134641.370000 sec): 81 clusters
  Score: Raw -134111570.364462 + Penalty 182584.632245 = -133928985.732217
  nChanged 286
Iteration 295Q (134787.360000 sec): 81 clusters
  Score: Raw -134111578.290926 + Penalty 182584.632245 = -133928993.658682
  nChanged 278
Iteration 296Q (134936.110000 sec): 81 clusters
  Score: Raw -134111594.739188 + Penalty 182584.632245 = -133929010.106943
  nChanged 287
Iteration 297Q (135062.670000 sec): 81 clusters
  Score: Raw -134111601.905695 + Penalty 182584.632245 = -133929017.273450
  nChanged 279
Iteration 298Q (135205.050000 sec): 81 clusters
  Score: Raw -134111607.832347 + Penalty 182584.632245 = -133929023.200102
  nChanged 248
Writing temp clu file 
Because OldScore, -133929017.273450, is greater than current (better) Score,-133929023.200102 
 Compute initial score before splitting:   Score: Raw -134111607.832347 + Penalty 182584.632245 = -133929023.200102
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135205.460000 sec): 2 clusters
  Score: Raw -667011.729259 + Penalty 1422.576763 = -665589.152496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135205.680000 sec): 3 clusters
  Score: Raw -663610.375868 + Penalty 2845.153526 = -660765.222343
  nChanged 2663
		SP:Iteration 1F (135205.860000 sec): 3 clusters
  Score: Raw -665085.969935 + Penalty 2845.153526 = -662240.816410
  nChanged 393
		SP:Iteration 2F (135206.040000 sec): 3 clusters
  Score: Raw -665288.823549 + Penalty 2845.153526 = -662443.670023
  nChanged 295
		SP:Iteration 3Q (135206.220000 sec): 3 clusters
  Score: Raw -665423.545041 + Penalty 2845.153526 = -662578.391515
  nChanged 238
		SP:Iteration 4Q (135206.430000 sec): 3 clusters
  Score: Raw -665542.040562 + Penalty 2845.153526 = -662696.887036
  nChanged 219
		SP:Iteration 5Q (135206.630000 sec): 3 clusters
  Score: Raw -665656.419469 + Penalty 2845.153526 = -662811.265944
  nChanged 222
		SP:Iteration 6Q (135206.800000 sec): 3 clusters
  Score: Raw -665773.533393 + Penalty 2845.153526 = -662928.379868
  nChanged 237
		SP:Iteration 7Q (135207.000000 sec): 3 clusters
  Score: Raw -665925.072569 + Penalty 2845.153526 = -663079.919044
  nChanged 238
		SP:Iteration 8Q (135207.210000 sec): 3 clusters
  Score: Raw -666098.430603 + Penalty 2845.153526 = -663253.277078
  nChanged 238
		SP:Iteration 9Q (135207.400000 sec): 3 clusters
  Score: Raw -666271.728814 + Penalty 2845.153526 = -663426.575289
  nChanged 243
		SP:Iteration 10Q (135207.600000 sec): 3 clusters
  Score: Raw -666447.127471 + Penalty 2845.153526 = -663601.973945
  nChanged 200
		SP:Iteration 11Q (135207.780000 sec): 3 clusters
  Score: Raw -666588.287914 + Penalty 2845.153526 = -663743.134389
  nChanged 188
		SP:Iteration 12Q (135207.940000 sec): 3 clusters
  Score: Raw -666728.953977 + Penalty 2845.153526 = -663883.800451
  nChanged 168
		SP:Iteration 13Q (135208.140000 sec): 3 clusters
  Score: Raw -666860.129278 + Penalty 2845.153526 = -664014.975752
  nChanged 173
		SP:Iteration 14Q (135208.360000 sec): 3 clusters
  Score: Raw -666977.105553 + Penalty 2845.153526 = -664131.952027
  nChanged 164
		SP:Iteration 15Q (135208.560000 sec): 3 clusters
  Score: Raw -667077.768584 + Penalty 2845.153526 = -664232.615059
  nChanged 141
		SP:Iteration 16Q (135208.760000 sec): 3 clusters
  Score: Raw -667163.874734 + Penalty 2845.153526 = -664318.721209
  nChanged 134
		SP:Iteration 17Q (135208.920000 sec): 3 clusters
  Score: Raw -667241.634338 + Penalty 2845.153526 = -664396.480813
  nChanged 105
		SP:Iteration 18Q (135209.120000 sec): 3 clusters
  Score: Raw -667304.910213 + Penalty 2845.153526 = -664459.756688
  nChanged 98
		SP:Iteration 19Q (135209.310000 sec): 3 clusters
  Score: Raw -667352.481138 + Penalty 2845.153526 = -664507.327612
  nChanged 82
		SP:Iteration 20F (135209.500000 sec): 3 clusters
  Score: Raw -667398.033983 + Penalty 2845.153526 = -664552.880457
  nChanged 82
		SP:Iteration 21Q (135209.740000 sec): 3 clusters
  Score: Raw -667442.455915 + Penalty 2845.153526 = -664597.302389
  nChanged 70
		SP:Iteration 22Q (135209.920000 sec): 3 clusters
  Score: Raw -667480.770040 + Penalty 2845.153526 = -664635.616515
  nChanged 59
		SP:Iteration 23Q (135210.100000 sec): 3 clusters
  Score: Raw -667517.945083 + Penalty 2845.153526 = -664672.791557
  nChanged 61
		SP:Iteration 24Q (135210.250000 sec): 3 clusters
  Score: Raw -667554.052178 + Penalty 2845.153526 = -664708.898652
  nChanged 56
		SP:Iteration 25Q (135210.460000 sec): 3 clusters
  Score: Raw -667581.838020 + Penalty 2845.153526 = -664736.684494
  nChanged 44
		SP:Iteration 26Q (135210.600000 sec): 3 clusters
  Score: Raw -667600.147316 + Penalty 2845.153526 = -664754.993791
  nChanged 35
		SP:Iteration 27Q (135210.770000 sec): 3 clusters
  Score: Raw -667613.036083 + Penalty 2845.153526 = -664767.882557
  nChanged 26
		SP:Iteration 28Q (135210.910000 sec): 3 clusters
  Score: Raw -667622.924636 + Penalty 2845.153526 = -664777.771111
  nChanged 20
		SP:Iteration 29Q (135211.120000 sec): 3 clusters
  Score: Raw -667628.281505 + Penalty 2845.153526 = -664783.127980
  nChanged 12
		SP:Iteration 30Q (135211.250000 sec): 3 clusters
  Score: Raw -667632.010873 + Penalty 2845.153526 = -664786.857347
  nChanged 12
		SP:Iteration 31Q (135211.480000 sec): 3 clusters
  Score: Raw -667635.852300 + Penalty 2845.153526 = -664790.698774
  nChanged 8
		SP:Iteration 32Q (135211.630000 sec): 3 clusters
  Score: Raw -667638.647079 + Penalty 2845.153526 = -664793.493554
  nChanged 12
		SP:Iteration 33Q (135211.810000 sec): 3 clusters
  Score: Raw -667641.467289 + Penalty 2845.153526 = -664796.313764
  nChanged 8
		SP:Iteration 34Q (135211.990000 sec): 3 clusters
  Score: Raw -667643.409385 + Penalty 2845.153526 = -664798.255860
  nChanged 7
		SP:Iteration 35Q (135212.140000 sec): 3 clusters
  Score: Raw -667645.520688 + Penalty 2845.153526 = -664800.367162
  nChanged 8
		SP:Iteration 36Q (135212.270000 sec): 3 clusters
  Score: Raw -667647.905887 + Penalty 2845.153526 = -664802.752361
  nChanged 5
		SP:Iteration 37Q (135212.510000 sec): 3 clusters
  Score: Raw -667649.656044 + Penalty 2845.153526 = -664804.502518
  nChanged 3
		SP:Iteration 38Q (135212.730000 sec): 3 clusters
  Score: Raw -667650.270705 + Penalty 2845.153526 = -664805.117180
  nChanged 4
		SP:Iteration 39Q (135212.940000 sec): 3 clusters
  Score: Raw -667651.443743 + Penalty 2845.153526 = -664806.290218
  nChanged 3
		SP:Iteration 40F (135213.120000 sec): 3 clusters
  Score: Raw -667652.101479 + Penalty 2845.153526 = -664806.947953
  nChanged 1
		SP:Iteration 41Q (135213.290000 sec): 3 clusters
  Score: Raw -667652.242154 + Penalty 2845.153526 = -664807.088629
  nChanged 0
		SP:Iteration 42F (135213.500000 sec): 3 clusters
  Score: Raw -667652.242154 + Penalty 2845.153526 = -664807.088629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135213.600000 sec): 2 clusters
  Score: Raw -163534.089452 + Penalty 1193.306762 = -162340.782689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135213.770000 sec): 3 clusters
  Score: Raw -162932.823627 + Penalty 2386.613524 = -160546.210102
  nChanged 535
		SP:Iteration 1F (135213.970000 sec): 3 clusters
  Score: Raw -163413.196539 + Penalty 2386.613524 = -161026.583015
  nChanged 143
		SP:Iteration 2F (135214.100000 sec): 3 clusters
  Score: Raw -163565.166569 + Penalty 2386.613524 = -161178.553045
  nChanged 89
		SP:Iteration 3F (135214.270000 sec): 3 clusters
  Score: Raw -163680.838689 + Penalty 2386.613524 = -161294.225165
  nChanged 66
		SP:Iteration 4Q (135214.470000 sec): 3 clusters
  Score: Raw -163752.503862 + Penalty 2386.613524 = -161365.890338
  nChanged 62
		SP:Iteration 5Q (135214.620000 sec): 3 clusters
  Score: Raw -163835.956767 + Penalty 2386.613524 = -161449.343242
  nChanged 42
		SP:Iteration 6Q (135214.780000 sec): 3 clusters
  Score: Raw -163876.272366 + Penalty 2386.613524 = -161489.658842
  nChanged 30
		SP:Iteration 7Q (135214.940000 sec): 3 clusters
  Score: Raw -163908.297433 + Penalty 2386.613524 = -161521.683909
  nChanged 25
		SP:Iteration 8Q (135215.100000 sec): 3 clusters
  Score: Raw -163932.375705 + Penalty 2386.613524 = -161545.762180
  nChanged 21
		SP:Iteration 9Q (135215.270000 sec): 3 clusters
  Score: Raw -163948.932902 + Penalty 2386.613524 = -161562.319377
  nChanged 15
		SP:Iteration 10Q (135215.460000 sec): 3 clusters
  Score: Raw -163964.761792 + Penalty 2386.613524 = -161578.148268
  nChanged 21
		SP:Iteration 11Q (135215.640000 sec): 3 clusters
  Score: Raw -163979.470488 + Penalty 2386.613524 = -161592.856964
  nChanged 12
		SP:Iteration 12Q (135215.830000 sec): 3 clusters
  Score: Raw -163988.047133 + Penalty 2386.613524 = -161601.433608
  nChanged 9
		SP:Iteration 13Q (135216.000000 sec): 3 clusters
  Score: Raw -163996.197226 + Penalty 2386.613524 = -161609.583701
  nChanged 9
		SP:Iteration 14Q (135216.190000 sec): 3 clusters
  Score: Raw -164001.613548 + Penalty 2386.613524 = -161615.000024
  nChanged 5
		SP:Iteration 15Q (135216.370000 sec): 3 clusters
  Score: Raw -164006.044919 + Penalty 2386.613524 = -161619.431394
  nChanged 7
		SP:Iteration 16Q (135216.550000 sec): 3 clusters
  Score: Raw -164012.084653 + Penalty 2386.613524 = -161625.471128
  nChanged 6
		SP:Iteration 17Q (135216.740000 sec): 3 clusters
  Score: Raw -164015.420240 + Penalty 2386.613524 = -161628.806716
  nChanged 3
		SP:Iteration 18Q (135216.890000 sec): 3 clusters
  Score: Raw -164017.250143 + Penalty 2386.613524 = -161630.636619
  nChanged 3
		SP:Iteration 19Q (135217.060000 sec): 3 clusters
  Score: Raw -164019.887679 + Penalty 2386.613524 = -161633.274154
  nChanged 2
		SP:Iteration 20F (135217.220000 sec): 3 clusters
  Score: Raw -164020.823452 + Penalty 2386.613524 = -161634.209927
  nChanged 1
		SP:Iteration 21Q (135217.400000 sec): 3 clusters
  Score: Raw -164021.208745 + Penalty 2386.613524 = -161634.595221
  nChanged 1
		SP:Iteration 22Q (135217.620000 sec): 3 clusters
  Score: Raw -164021.403548 + Penalty 2386.613524 = -161634.790024
  nChanged 2
		SP:Iteration 23Q (135217.730000 sec): 3 clusters
  Score: Raw -164023.876752 + Penalty 2386.613524 = -161637.263228
  nChanged 5
		SP:Iteration 24Q (135217.890000 sec): 3 clusters
  Score: Raw -164027.357331 + Penalty 2386.613524 = -161640.743806
  nChanged 3
		SP:Iteration 25Q (135217.970000 sec): 3 clusters
  Score: Raw -164029.088778 + Penalty 2386.613524 = -161642.475254
  nChanged 4
		SP:Iteration 26Q (135218.100000 sec): 3 clusters
  Score: Raw -164031.983608 + Penalty 2386.613524 = -161645.370084
  nChanged 3
		SP:Iteration 27Q (135218.260000 sec): 3 clusters
  Score: Raw -164032.978281 + Penalty 2386.613524 = -161646.364757
  nChanged 4
		SP:Iteration 28Q (135218.420000 sec): 3 clusters
  Score: Raw -164038.090891 + Penalty 2386.613524 = -161651.477367
  nChanged 5
		SP:Iteration 29Q (135218.560000 sec): 3 clusters
  Score: Raw -164041.348600 + Penalty 2386.613524 = -161654.735075
  nChanged 4
		SP:Iteration 30Q (135218.730000 sec): 3 clusters
  Score: Raw -164043.104132 + Penalty 2386.613524 = -161656.490607
  nChanged 2
		SP:Iteration 31Q (135218.890000 sec): 3 clusters
  Score: Raw -164044.236832 + Penalty 2386.613524 = -161657.623308
  nChanged 1
		SP:Iteration 32Q (135219.080000 sec): 3 clusters
  Score: Raw -164045.136149 + Penalty 2386.613524 = -161658.522625
  nChanged 1
		SP:Iteration 33Q (135219.260000 sec): 3 clusters
  Score: Raw -164045.497006 + Penalty 2386.613524 = -161658.883481
  nChanged 1
		SP:Iteration 34Q (135219.440000 sec): 3 clusters
  Score: Raw -164046.667319 + Penalty 2386.613524 = -161660.053794
  nChanged 3
		SP:Iteration 35Q (135219.660000 sec): 3 clusters
  Score: Raw -164050.110787 + Penalty 2386.613524 = -161663.497263
  nChanged 2
		SP:Iteration 36Q (135219.840000 sec): 3 clusters
  Score: Raw -164053.104253 + Penalty 2386.613524 = -161666.490729
  nChanged 2
		SP:Iteration 37Q (135219.990000 sec): 3 clusters
  Score: Raw -164055.058612 + Penalty 2386.613524 = -161668.445088
  nChanged 5
		SP:Iteration 38Q (135220.190000 sec): 3 clusters
  Score: Raw -164058.973335 + Penalty 2386.613524 = -161672.359810
  nChanged 8
		SP:Iteration 39Q (135220.350000 sec): 3 clusters
  Score: Raw -164066.038675 + Penalty 2386.613524 = -161679.425150
  nChanged 5
		SP:Iteration 40F (135220.520000 sec): 3 clusters
  Score: Raw -164069.159260 + Penalty 2386.613524 = -161682.545736
  nChanged 5
		SP:Iteration 41Q (135220.640000 sec): 3 clusters
  Score: Raw -164072.361922 + Penalty 2386.613524 = -161685.748398
  nChanged 2
		SP:Iteration 42Q (135220.820000 sec): 3 clusters
  Score: Raw -164073.934079 + Penalty 2386.613524 = -161687.320555
  nChanged 0
		SP:Iteration 43F (135221.000000 sec): 3 clusters
  Score: Raw -164073.934079 + Penalty 2386.613524 = -161687.320555
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135221.090000 sec): 2 clusters
  Score: Raw -254870.312774 + Penalty 1261.145144 = -253609.167629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135221.280000 sec): 3 clusters
  Score: Raw -253826.571651 + Penalty 2522.290289 = -251304.281362
  nChanged 803
		SP:Iteration 1F (135221.480000 sec): 3 clusters
  Score: Raw -254339.388792 + Penalty 2522.290289 = -251817.098503
  nChanged 183
		SP:Iteration 2F (135221.670000 sec): 3 clusters
  Score: Raw -254471.987605 + Penalty 2522.290289 = -251949.697317
  nChanged 123
		SP:Iteration 3F (135221.840000 sec): 3 clusters
  Score: Raw -254554.502058 + Penalty 2522.290289 = -252032.211769
  nChanged 85
		SP:Iteration 4Q (135222.030000 sec): 3 clusters
  Score: Raw -254612.557694 + Penalty 2522.290289 = -252090.267405
  nChanged 78
		SP:Iteration 5Q (135222.180000 sec): 3 clusters
  Score: Raw -254681.609092 + Penalty 2522.290289 = -252159.318803
  nChanged 79
		SP:Iteration 6Q (135222.320000 sec): 3 clusters
  Score: Raw -254738.789211 + Penalty 2522.290289 = -252216.498922
  nChanged 57
		SP:Iteration 7Q (135222.480000 sec): 3 clusters
  Score: Raw -254778.220810 + Penalty 2522.290289 = -252255.930521
  nChanged 62
		SP:Iteration 8Q (135222.660000 sec): 3 clusters
  Score: Raw -254822.541541 + Penalty 2522.290289 = -252300.251253
  nChanged 61
		SP:Iteration 9Q (135222.860000 sec): 3 clusters
  Score: Raw -254871.872820 + Penalty 2522.290289 = -252349.582531
  nChanged 52
		SP:Iteration 10Q (135223.010000 sec): 3 clusters
  Score: Raw -254913.574123 + Penalty 2522.290289 = -252391.283835
  nChanged 60
		SP:Iteration 11Q (135223.180000 sec): 3 clusters
  Score: Raw -254960.589457 + Penalty 2522.290289 = -252438.299169
  nChanged 49
		SP:Iteration 12Q (135223.380000 sec): 3 clusters
  Score: Raw -255003.584563 + Penalty 2522.290289 = -252481.294275
  nChanged 45
		SP:Iteration 13Q (135223.570000 sec): 3 clusters
  Score: Raw -255039.917518 + Penalty 2522.290289 = -252517.627229
  nChanged 39
		SP:Iteration 14Q (135223.720000 sec): 3 clusters
  Score: Raw -255074.101946 + Penalty 2522.290289 = -252551.811658
  nChanged 37
		SP:Iteration 15Q (135223.890000 sec): 3 clusters
  Score: Raw -255107.302503 + Penalty 2522.290289 = -252585.012214
  nChanged 24
		SP:Iteration 16Q (135224.090000 sec): 3 clusters
  Score: Raw -255123.102147 + Penalty 2522.290289 = -252600.811859
  nChanged 23
		SP:Iteration 17Q (135224.260000 sec): 3 clusters
  Score: Raw -255143.483408 + Penalty 2522.290289 = -252621.193119
  nChanged 27
		SP:Iteration 18Q (135224.450000 sec): 3 clusters
  Score: Raw -255171.017112 + Penalty 2522.290289 = -252648.726823
  nChanged 20
		SP:Iteration 19Q (135224.640000 sec): 3 clusters
  Score: Raw -255182.754541 + Penalty 2522.290289 = -252660.464252
  nChanged 14
		SP:Iteration 20F (135224.840000 sec): 3 clusters
  Score: Raw -255191.726903 + Penalty 2522.290289 = -252669.436614
  nChanged 11
		SP:Iteration 21Q (135224.980000 sec): 3 clusters
  Score: Raw -255198.560907 + Penalty 2522.290289 = -252676.270618
  nChanged 8
		SP:Iteration 22Q (135225.180000 sec): 3 clusters
  Score: Raw -255203.402707 + Penalty 2522.290289 = -252681.112419
  nChanged 13
		SP:Iteration 23Q (135225.320000 sec): 3 clusters
  Score: Raw -255212.799358 + Penalty 2522.290289 = -252690.509069
  nChanged 8
		SP:Iteration 24Q (135225.440000 sec): 3 clusters
  Score: Raw -255217.870301 + Penalty 2522.290289 = -252695.580012
  nChanged 8
		SP:Iteration 25Q (135225.610000 sec): 3 clusters
  Score: Raw -255221.927758 + Penalty 2522.290289 = -252699.637470
  nChanged 5
		SP:Iteration 26Q (135225.790000 sec): 3 clusters
  Score: Raw -255225.227343 + Penalty 2522.290289 = -252702.937055
  nChanged 6
		SP:Iteration 27Q (135225.930000 sec): 3 clusters
  Score: Raw -255228.858003 + Penalty 2522.290289 = -252706.567715
  nChanged 9
		SP:Iteration 28Q (135226.130000 sec): 3 clusters
  Score: Raw -255235.994441 + Penalty 2522.290289 = -252713.704153
  nChanged 8
		SP:Iteration 29Q (135226.290000 sec): 3 clusters
  Score: Raw -255239.758954 + Penalty 2522.290289 = -252717.468665
  nChanged 6
		SP:Iteration 30Q (135226.490000 sec): 3 clusters
  Score: Raw -255245.557981 + Penalty 2522.290289 = -252723.267693
  nChanged 8
		SP:Iteration 31Q (135226.610000 sec): 3 clusters
  Score: Raw -255249.151175 + Penalty 2522.290289 = -252726.860886
  nChanged 5
		SP:Iteration 32Q (135226.830000 sec): 3 clusters
  Score: Raw -255251.431322 + Penalty 2522.290289 = -252729.141034
  nChanged 2
		SP:Iteration 33Q (135226.970000 sec): 3 clusters
  Score: Raw -255252.871926 + Penalty 2522.290289 = -252730.581637
  nChanged 0
		SP:Iteration 34F (135227.130000 sec): 3 clusters
  Score: Raw -255252.871926 + Penalty 2522.290289 = -252730.581637
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (329498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135228.810000 sec): 2 clusters
  Score: Raw -36897452.305139 + Penalty 2064.615404 = -36895387.689735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135230.470000 sec): 3 clusters
  Score: Raw -36677004.476530 + Penalty 4129.230808 = -36672875.245722
  nChanged 160610
		SP:Iteration 1F (135232.150000 sec): 3 clusters
  Score: Raw -36775653.251430 + Penalty 4129.230808 = -36771524.020622
  nChanged 11018
		SP:Iteration 2Q (135234.090000 sec): 3 clusters
  Score: Raw -36778676.497372 + Penalty 4129.230808 = -36774547.266564
  nChanged 13294
		SP:Iteration 3Q (135236.170000 sec): 3 clusters
  Score: Raw -36783322.354180 + Penalty 4129.230808 = -36779193.123372
  nChanged 16616
		SP:Iteration 4F (135238.230000 sec): 3 clusters
  Score: Raw -36790988.915224 + Penalty 4129.230808 = -36786859.684416
  nChanged 20577
		SP:Iteration 5F (135240.320000 sec): 3 clusters
  Score: Raw -36802948.550468 + Penalty 4129.230808 = -36798819.319660
  nChanged 24043
		SP:Iteration 6F (135242.310000 sec): 3 clusters
  Score: Raw -36820063.602648 + Penalty 4129.230808 = -36815934.371840
  nChanged 25636
		SP:Iteration 7F (135244.100000 sec): 3 clusters
  Score: Raw -36841425.450793 + Penalty 4129.230808 = -36837296.219985
  nChanged 23471
		SP:Iteration 8F (135245.970000 sec): 3 clusters
  Score: Raw -36863012.218969 + Penalty 4129.230808 = -36858882.988161
  nChanged 17725
		SP:Iteration 9F (135247.690000 sec): 3 clusters
  Score: Raw -36880055.575914 + Penalty 4129.230808 = -36875926.345106
  nChanged 10339
		SP:Iteration 10Q (135249.370000 sec): 3 clusters
  Score: Raw -36889861.142816 + Penalty 4129.230808 = -36885731.912008
  nChanged 5092
		SP:Iteration 11Q (135250.980000 sec): 3 clusters
  Score: Raw -36894347.624582 + Penalty 4129.230808 = -36890218.393774
  nChanged 2255
		SP:Iteration 12Q (135252.570000 sec): 3 clusters
  Score: Raw -36896098.071874 + Penalty 4129.230808 = -36891968.841066
  nChanged 1077
		SP:Iteration 13Q (135254.160000 sec): 3 clusters
  Score: Raw -36896848.345938 + Penalty 4129.230808 = -36892719.115130
  nChanged 592
		SP:Iteration 14Q (135255.690000 sec): 3 clusters
  Score: Raw -36897211.713971 + Penalty 4129.230808 = -36893082.483163
  nChanged 327
		SP:Iteration 15Q (135257.230000 sec): 3 clusters
  Score: Raw -36897429.544302 + Penalty 4129.230808 = -36893300.313494
  nChanged 232
		SP:Iteration 16Q (135258.800000 sec): 3 clusters
  Score: Raw -36897572.275764 + Penalty 4129.230808 = -36893443.044956
  nChanged 145
		SP:Iteration 17Q (135260.320000 sec): 3 clusters
  Score: Raw -36897661.323009 + Penalty 4129.230808 = -36893532.092201
  nChanged 112
		SP:Iteration 18Q (135261.880000 sec): 3 clusters
  Score: Raw -36897723.839905 + Penalty 4129.230808 = -36893594.609097
  nChanged 78
		SP:Iteration 19Q (135263.440000 sec): 3 clusters
  Score: Raw -36897778.159864 + Penalty 4129.230808 = -36893648.929056
  nChanged 74
		SP:Iteration 20F (135265.160000 sec): 3 clusters
  Score: Raw -36897837.980657 + Penalty 4129.230808 = -36893708.749849
  nChanged 82
		SP:Iteration 21Q (135266.770000 sec): 3 clusters
  Score: Raw -36897892.327562 + Penalty 4129.230808 = -36893763.096754
  nChanged 69
		SP:Iteration 22Q (135268.580000 sec): 3 clusters
  Score: Raw -36897927.358592 + Penalty 4129.230808 = -36893798.127784
  nChanged 47
		SP:Iteration 23Q (135270.320000 sec): 3 clusters
  Score: Raw -36897950.788204 + Penalty 4129.230808 = -36893821.557396
  nChanged 37
		SP:Iteration 24Q (135271.970000 sec): 3 clusters
  Score: Raw -36897969.249135 + Penalty 4129.230808 = -36893840.018327
  nChanged 29
		SP:Iteration 25Q (135273.600000 sec): 3 clusters
  Score: Raw -36897982.119318 + Penalty 4129.230808 = -36893852.888510
  nChanged 40
		SP:Iteration 26Q (135275.330000 sec): 3 clusters
  Score: Raw -36898000.010918 + Penalty 4129.230808 = -36893870.780110
  nChanged 41
		SP:Iteration 27Q (135276.990000 sec): 3 clusters
  Score: Raw -36898014.628509 + Penalty 4129.230808 = -36893885.397701
  nChanged 26
		SP:Iteration 28Q (135278.750000 sec): 3 clusters
  Score: Raw -36898025.566200 + Penalty 4129.230808 = -36893896.335392
  nChanged 20
		SP:Iteration 29Q (135280.430000 sec): 3 clusters
  Score: Raw -36898034.095833 + Penalty 4129.230808 = -36893904.865025
  nChanged 22
		SP:Iteration 30Q (135282.110000 sec): 3 clusters
  Score: Raw -36898042.349365 + Penalty 4129.230808 = -36893913.118557
  nChanged 15
		SP:Iteration 31Q (135283.770000 sec): 3 clusters
  Score: Raw -36898047.616367 + Penalty 4129.230808 = -36893918.385559
  nChanged 15
		SP:Iteration 32Q (135285.490000 sec): 3 clusters
  Score: Raw -36898053.008515 + Penalty 4129.230808 = -36893923.777707
  nChanged 16
		SP:Iteration 33Q (135287.160000 sec): 3 clusters
  Score: Raw -36898058.766320 + Penalty 4129.230808 = -36893929.535512
  nChanged 19
		SP:Iteration 34Q (135288.920000 sec): 3 clusters
  Score: Raw -36898064.656806 + Penalty 4129.230808 = -36893935.425998
  nChanged 16
		SP:Iteration 35Q (135290.680000 sec): 3 clusters
  Score: Raw -36898070.498628 + Penalty 4129.230808 = -36893941.267820
  nChanged 16
		SP:Iteration 36Q (135292.320000 sec): 3 clusters
  Score: Raw -36898076.081423 + Penalty 4129.230808 = -36893946.850615
  nChanged 12
		SP:Iteration 37Q (135293.930000 sec): 3 clusters
  Score: Raw -36898080.185975 + Penalty 4129.230808 = -36893950.955167
  nChanged 12
		SP:Iteration 38Q (135295.660000 sec): 3 clusters
  Score: Raw -36898084.038697 + Penalty 4129.230808 = -36893954.807889
  nChanged 7
		SP:Iteration 39Q (135297.300000 sec): 3 clusters
  Score: Raw -36898086.686149 + Penalty 4129.230808 = -36893957.455341
  nChanged 4
		SP:Iteration 40F (135299.350000 sec): 3 clusters
  Score: Raw -36898087.956272 + Penalty 4129.230808 = -36893958.725464
  nChanged 4
		SP:Iteration 41Q (135301.130000 sec): 3 clusters
  Score: Raw -36898089.431997 + Penalty 4129.230808 = -36893960.201188
  nChanged 6
		SP:Iteration 42Q (135302.850000 sec): 3 clusters
  Score: Raw -36898090.956193 + Penalty 4129.230808 = -36893961.725385
  nChanged 3
		SP:Iteration 43Q (135304.560000 sec): 3 clusters
  Score: Raw -36898091.600009 + Penalty 4129.230808 = -36893962.369201
  nChanged 3
		SP:Iteration 44Q (135306.200000 sec): 3 clusters
  Score: Raw -36898092.666392 + Penalty 4129.230808 = -36893963.435584
  nChanged 6
		SP:Iteration 45Q (135308.030000 sec): 3 clusters
  Score: Raw -36898094.541179 + Penalty 4129.230808 = -36893965.310371
  nChanged 2
		SP:Iteration 46Q (135309.680000 sec): 3 clusters
  Score: Raw -36898095.111870 + Penalty 4129.230808 = -36893965.881062
  nChanged 2
		SP:Iteration 47Q (135311.190000 sec): 3 clusters
  Score: Raw -36898095.733509 + Penalty 4129.230808 = -36893966.502701
  nChanged 1
		SP:Iteration 48Q (135312.720000 sec): 3 clusters
  Score: Raw -36898096.071659 + Penalty 4129.230808 = -36893966.840851
  nChanged 0
		SP:Iteration 49F (135314.320000 sec): 3 clusters
  Score: Raw -36898096.071659 + Penalty 4129.230808 = -36893966.840851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135314.720000 sec): 2 clusters
  Score: Raw -2615312.237329 + Penalty 1639.525231 = -2613672.712098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135315.030000 sec): 3 clusters
  Score: Raw -2600619.377940 + Penalty 3279.050462 = -2597340.327478
  nChanged 10894
		SP:Iteration 1F (135315.360000 sec): 3 clusters
  Score: Raw -2606901.099948 + Penalty 3279.050462 = -2603622.049485
  nChanged 1321
		SP:Iteration 2F (135315.610000 sec): 3 clusters
  Score: Raw -2607486.823910 + Penalty 3279.050462 = -2604207.773448
  nChanged 1368
		SP:Iteration 3F (135315.900000 sec): 3 clusters
  Score: Raw -2608160.641339 + Penalty 3279.050462 = -2604881.590876
  nChanged 1389
		SP:Iteration 4F (135316.220000 sec): 3 clusters
  Score: Raw -2608900.524379 + Penalty 3279.050462 = -2605621.473917
  nChanged 1408
		SP:Iteration 5F (135316.500000 sec): 3 clusters
  Score: Raw -2609707.453905 + Penalty 3279.050462 = -2606428.403442
  nChanged 1327
		SP:Iteration 6F (135316.750000 sec): 3 clusters
  Score: Raw -2610502.899808 + Penalty 3279.050462 = -2607223.849346
  nChanged 1275
		SP:Iteration 7F (135317.090000 sec): 3 clusters
  Score: Raw -2611368.729851 + Penalty 3279.050462 = -2608089.679388
  nChanged 1143
		SP:Iteration 8Q (135317.370000 sec): 3 clusters
  Score: Raw -2612199.586457 + Penalty 3279.050462 = -2608920.535995
  nChanged 932
		SP:Iteration 9Q (135317.690000 sec): 3 clusters
  Score: Raw -2612863.267192 + Penalty 3279.050462 = -2609584.216730
  nChanged 718
		SP:Iteration 10Q (135317.960000 sec): 3 clusters
  Score: Raw -2613342.238723 + Penalty 3279.050462 = -2610063.188261
  nChanged 579
		SP:Iteration 11Q (135318.270000 sec): 3 clusters
  Score: Raw -2613688.774905 + Penalty 3279.050462 = -2610409.724443
  nChanged 460
		SP:Iteration 12Q (135318.570000 sec): 3 clusters
  Score: Raw -2613960.689289 + Penalty 3279.050462 = -2610681.638826
  nChanged 423
		SP:Iteration 13Q (135318.870000 sec): 3 clusters
  Score: Raw -2614214.388713 + Penalty 3279.050462 = -2610935.338250
  nChanged 335
		SP:Iteration 14Q (135319.110000 sec): 3 clusters
  Score: Raw -2614406.027513 + Penalty 3279.050462 = -2611126.977051
  nChanged 308
		SP:Iteration 15Q (135319.380000 sec): 3 clusters
  Score: Raw -2614579.333189 + Penalty 3279.050462 = -2611300.282727
  nChanged 269
		SP:Iteration 16Q (135319.690000 sec): 3 clusters
  Score: Raw -2614726.749047 + Penalty 3279.050462 = -2611447.698585
  nChanged 246
		SP:Iteration 17Q (135319.970000 sec): 3 clusters
  Score: Raw -2614850.178214 + Penalty 3279.050462 = -2611571.127752
  nChanged 228
		SP:Iteration 18Q (135320.240000 sec): 3 clusters
  Score: Raw -2614969.071598 + Penalty 3279.050462 = -2611690.021136
  nChanged 203
		SP:Iteration 19Q (135320.520000 sec): 3 clusters
  Score: Raw -2615075.239110 + Penalty 3279.050462 = -2611796.188647
  nChanged 172
		SP:Iteration 20F (135320.830000 sec): 3 clusters
  Score: Raw -2615152.679822 + Penalty 3279.050462 = -2611873.629360
  nChanged 132
		SP:Iteration 21Q (135321.120000 sec): 3 clusters
  Score: Raw -2615217.815376 + Penalty 3279.050462 = -2611938.764914
  nChanged 125
		SP:Iteration 22Q (135321.410000 sec): 3 clusters
  Score: Raw -2615279.097444 + Penalty 3279.050462 = -2612000.046982
  nChanged 121
		SP:Iteration 23Q (135321.750000 sec): 3 clusters
  Score: Raw -2615339.659772 + Penalty 3279.050462 = -2612060.609310
  nChanged 119
		SP:Iteration 24Q (135321.980000 sec): 3 clusters
  Score: Raw -2615395.815295 + Penalty 3279.050462 = -2612116.764833
  nChanged 88
		SP:Iteration 25Q (135322.230000 sec): 3 clusters
  Score: Raw -2615437.274920 + Penalty 3279.050462 = -2612158.224458
  nChanged 85
		SP:Iteration 26Q (135322.510000 sec): 3 clusters
  Score: Raw -2615473.860088 + Penalty 3279.050462 = -2612194.809625
  nChanged 75
		SP:Iteration 27Q (135322.780000 sec): 3 clusters
  Score: Raw -2615505.247712 + Penalty 3279.050462 = -2612226.197249
  nChanged 54
		SP:Iteration 28Q (135323.010000 sec): 3 clusters
  Score: Raw -2615530.955917 + Penalty 3279.050462 = -2612251.905454
  nChanged 54
		SP:Iteration 29Q (135323.290000 sec): 3 clusters
  Score: Raw -2615559.425393 + Penalty 3279.050462 = -2612280.374930
  nChanged 54
		SP:Iteration 30Q (135323.510000 sec): 3 clusters
  Score: Raw -2615585.808325 + Penalty 3279.050462 = -2612306.757862
  nChanged 30
		SP:Iteration 31Q (135323.810000 sec): 3 clusters
  Score: Raw -2615601.536944 + Penalty 3279.050462 = -2612322.486481
  nChanged 26
		SP:Iteration 32Q (135324.030000 sec): 3 clusters
  Score: Raw -2615615.109975 + Penalty 3279.050462 = -2612336.059513
  nChanged 28
		SP:Iteration 33Q (135324.290000 sec): 3 clusters
  Score: Raw -2615629.070314 + Penalty 3279.050462 = -2612350.019852
  nChanged 26
		SP:Iteration 34Q (135324.530000 sec): 3 clusters
  Score: Raw -2615642.923083 + Penalty 3279.050462 = -2612363.872621
  nChanged 25
		SP:Iteration 35Q (135324.750000 sec): 3 clusters
  Score: Raw -2615655.696666 + Penalty 3279.050462 = -2612376.646203
  nChanged 24
		SP:Iteration 36Q (135325.020000 sec): 3 clusters
  Score: Raw -2615666.339295 + Penalty 3279.050462 = -2612387.288833
  nChanged 12
		SP:Iteration 37Q (135325.270000 sec): 3 clusters
  Score: Raw -2615671.631798 + Penalty 3279.050462 = -2612392.581336
  nChanged 10
		SP:Iteration 38Q (135325.510000 sec): 3 clusters
  Score: Raw -2615676.199305 + Penalty 3279.050462 = -2612397.148843
  nChanged 11
		SP:Iteration 39Q (135325.780000 sec): 3 clusters
  Score: Raw -2615683.123063 + Penalty 3279.050462 = -2612404.072601
  nChanged 12
		SP:Iteration 40F (135326.090000 sec): 3 clusters
  Score: Raw -2615689.425728 + Penalty 3279.050462 = -2612410.375266
  nChanged 14
		SP:Iteration 41Q (135326.330000 sec): 3 clusters
  Score: Raw -2615696.976349 + Penalty 3279.050462 = -2612417.925887
  nChanged 14
		SP:Iteration 42Q (135326.590000 sec): 3 clusters
  Score: Raw -2615703.216469 + Penalty 3279.050462 = -2612424.166007
  nChanged 12
		SP:Iteration 43Q (135326.850000 sec): 3 clusters
  Score: Raw -2615709.175350 + Penalty 3279.050462 = -2612430.124887
  nChanged 12
		SP:Iteration 44Q (135327.130000 sec): 3 clusters
  Score: Raw -2615716.965145 + Penalty 3279.050462 = -2612437.914683
  nChanged 13
		SP:Iteration 45Q (135327.410000 sec): 3 clusters
  Score: Raw -2615725.355458 + Penalty 3279.050462 = -2612446.304996
  nChanged 12
		SP:Iteration 46Q (135327.690000 sec): 3 clusters
  Score: Raw -2615730.778901 + Penalty 3279.050462 = -2612451.728439
  nChanged 9
		SP:Iteration 47Q (135327.970000 sec): 3 clusters
  Score: Raw -2615734.642793 + Penalty 3279.050462 = -2612455.592331
  nChanged 7
		SP:Iteration 48Q (135328.240000 sec): 3 clusters
  Score: Raw -2615738.475019 + Penalty 3279.050462 = -2612459.424556
  nChanged 10
		SP:Iteration 49Q (135328.490000 sec): 3 clusters
  Score: Raw -2615741.627105 + Penalty 3279.050462 = -2612462.576642
  nChanged 7
		SP:Iteration 50Q (135328.790000 sec): 3 clusters
  Score: Raw -2615745.197440 + Penalty 3279.050462 = -2612466.146977
  nChanged 9
		SP:Iteration 51Q (135329.040000 sec): 3 clusters
  Score: Raw -2615748.499485 + Penalty 3279.050462 = -2612469.449022
  nChanged 4
		SP:Iteration 52Q (135329.250000 sec): 3 clusters
  Score: Raw -2615749.826350 + Penalty 3279.050462 = -2612470.775887
  nChanged 8
		SP:Iteration 53Q (135329.530000 sec): 3 clusters
  Score: Raw -2615752.652544 + Penalty 3279.050462 = -2612473.602082
  nChanged 5
		SP:Iteration 54Q (135329.770000 sec): 3 clusters
  Score: Raw -2615754.643102 + Penalty 3279.050462 = -2612475.592640
  nChanged 2
		SP:Iteration 55Q (135330.050000 sec): 3 clusters
  Score: Raw -2615755.822096 + Penalty 3279.050462 = -2612476.771633
  nChanged 4
		SP:Iteration 56Q (135330.310000 sec): 3 clusters
  Score: Raw -2615756.659516 + Penalty 3279.050462 = -2612477.609054
  nChanged 2
		SP:Iteration 57Q (135330.550000 sec): 3 clusters
  Score: Raw -2615757.560896 + Penalty 3279.050462 = -2612478.510434
  nChanged 1
		SP:Iteration 58Q (135330.790000 sec): 3 clusters
  Score: Raw -2615757.886103 + Penalty 3279.050462 = -2612478.835640
  nChanged 4
		SP:Iteration 59Q (135331.080000 sec): 3 clusters
  Score: Raw -2615758.923320 + Penalty 3279.050462 = -2612479.872858
  nChanged 4
		SP:Iteration 60F (135331.310000 sec): 3 clusters
  Score: Raw -2615760.348944 + Penalty 3279.050462 = -2612481.298482
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (8111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135331.460000 sec): 2 clusters
  Score: Raw -887205.078568 + Penalty 1462.658672 = -885742.419895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135331.650000 sec): 3 clusters
  Score: Raw -882727.031837 + Penalty 2925.317344 = -879801.714492
  nChanged 3441
		SP:Iteration 1F (135331.840000 sec): 3 clusters
  Score: Raw -884566.008367 + Penalty 2925.317344 = -881640.691023
  nChanged 525
		SP:Iteration 2F (135332.050000 sec): 3 clusters
  Score: Raw -884788.561368 + Penalty 2925.317344 = -881863.244023
  nChanged 402
		SP:Iteration 3Q (135332.230000 sec): 3 clusters
  Score: Raw -884936.327009 + Penalty 2925.317344 = -882011.009664
  nChanged 300
		SP:Iteration 4Q (135332.460000 sec): 3 clusters
  Score: Raw -885048.285937 + Penalty 2925.317344 = -882122.968593
  nChanged 246
		SP:Iteration 5Q (135332.690000 sec): 3 clusters
  Score: Raw -885140.503349 + Penalty 2925.317344 = -882215.186005
  nChanged 229
		SP:Iteration 6Q (135332.890000 sec): 3 clusters
  Score: Raw -885222.252659 + Penalty 2925.317344 = -882296.935315
  nChanged 205
		SP:Iteration 7Q (135333.100000 sec): 3 clusters
  Score: Raw -885294.383309 + Penalty 2925.317344 = -882369.065965
  nChanged 209
		SP:Iteration 8Q (135333.310000 sec): 3 clusters
  Score: Raw -885369.691541 + Penalty 2925.317344 = -882444.374196
  nChanged 206
		SP:Iteration 9Q (135333.520000 sec): 3 clusters
  Score: Raw -885439.256130 + Penalty 2925.317344 = -882513.938785
  nChanged 175
		SP:Iteration 10Q (135333.740000 sec): 3 clusters
  Score: Raw -885505.027994 + Penalty 2925.317344 = -882579.710649
  nChanged 210
		SP:Iteration 11Q (135333.940000 sec): 3 clusters
  Score: Raw -885593.627869 + Penalty 2925.317344 = -882668.310525
  nChanged 206
		SP:Iteration 12Q (135334.170000 sec): 3 clusters
  Score: Raw -885686.086381 + Penalty 2925.317344 = -882760.769036
  nChanged 229
		SP:Iteration 13Q (135334.390000 sec): 3 clusters
  Score: Raw -885786.012896 + Penalty 2925.317344 = -882860.695552
  nChanged 232
		SP:Iteration 14Q (135334.630000 sec): 3 clusters
  Score: Raw -885881.761357 + Penalty 2925.317344 = -882956.444013
  nChanged 198
		SP:Iteration 15Q (135334.830000 sec): 3 clusters
  Score: Raw -885969.697124 + Penalty 2925.317344 = -883044.379780
  nChanged 218
		SP:Iteration 16Q (135335.050000 sec): 3 clusters
  Score: Raw -886071.859114 + Penalty 2925.317344 = -883146.541770
  nChanged 209
		SP:Iteration 17Q (135335.260000 sec): 3 clusters
  Score: Raw -886177.029400 + Penalty 2925.317344 = -883251.712055
  nChanged 198
		SP:Iteration 18Q (135335.480000 sec): 3 clusters
  Score: Raw -886281.998715 + Penalty 2925.317344 = -883356.681371
  nChanged 180
		SP:Iteration 19Q (135335.690000 sec): 3 clusters
  Score: Raw -886375.449623 + Penalty 2925.317344 = -883450.132279
  nChanged 168
		SP:Iteration 20F (135335.890000 sec): 3 clusters
  Score: Raw -886454.097419 + Penalty 2925.317344 = -883528.780074
  nChanged 154
		SP:Iteration 21Q (135336.110000 sec): 3 clusters
  Score: Raw -886523.114116 + Penalty 2925.317344 = -883597.796772
  nChanged 131
		SP:Iteration 22Q (135336.350000 sec): 3 clusters
  Score: Raw -886585.332500 + Penalty 2925.317344 = -883660.015156
  nChanged 108
		SP:Iteration 23Q (135336.540000 sec): 3 clusters
  Score: Raw -886641.753233 + Penalty 2925.317344 = -883716.435889
  nChanged 107
		SP:Iteration 24Q (135336.730000 sec): 3 clusters
  Score: Raw -886708.987983 + Penalty 2925.317344 = -883783.670639
  nChanged 112
		SP:Iteration 25Q (135336.950000 sec): 3 clusters
  Score: Raw -886772.588880 + Penalty 2925.317344 = -883847.271536
  nChanged 100
		SP:Iteration 26Q (135337.150000 sec): 3 clusters
  Score: Raw -886826.254986 + Penalty 2925.317344 = -883900.937641
  nChanged 83
		SP:Iteration 27Q (135337.290000 sec): 3 clusters
  Score: Raw -886863.111982 + Penalty 2925.317344 = -883937.794637
  nChanged 79
		SP:Iteration 28Q (135337.490000 sec): 3 clusters
  Score: Raw -886899.650521 + Penalty 2925.317344 = -883974.333176
  nChanged 79
		SP:Iteration 29Q (135337.700000 sec): 3 clusters
  Score: Raw -886931.686867 + Penalty 2925.317344 = -884006.369522
  nChanged 85
		SP:Iteration 30Q (135337.880000 sec): 3 clusters
  Score: Raw -886969.264098 + Penalty 2925.317344 = -884043.946754
  nChanged 61
		SP:Iteration 31Q (135338.090000 sec): 3 clusters
  Score: Raw -886993.603003 + Penalty 2925.317344 = -884068.285658
  nChanged 50
		SP:Iteration 32Q (135338.280000 sec): 3 clusters
  Score: Raw -887012.869238 + Penalty 2925.317344 = -884087.551894
  nChanged 45
		SP:Iteration 33Q (135338.450000 sec): 3 clusters
  Score: Raw -887029.467933 + Penalty 2925.317344 = -884104.150589
  nChanged 43
		SP:Iteration 34Q (135338.620000 sec): 3 clusters
  Score: Raw -887045.545243 + Penalty 2925.317344 = -884120.227898
  nChanged 51
		SP:Iteration 35Q (135338.810000 sec): 3 clusters
  Score: Raw -887064.934288 + Penalty 2925.317344 = -884139.616944
  nChanged 40
		SP:Iteration 36Q (135338.990000 sec): 3 clusters
  Score: Raw -887079.321837 + Penalty 2925.317344 = -884154.004493
  nChanged 41
		SP:Iteration 37Q (135339.200000 sec): 3 clusters
  Score: Raw -887094.715509 + Penalty 2925.317344 = -884169.398165
  nChanged 30
		SP:Iteration 38Q (135339.370000 sec): 3 clusters
  Score: Raw -887106.345601 + Penalty 2925.317344 = -884181.028257
  nChanged 32
		SP:Iteration 39Q (135339.550000 sec): 3 clusters
  Score: Raw -887119.030065 + Penalty 2925.317344 = -884193.712721
  nChanged 36
		SP:Iteration 40F (135339.750000 sec): 3 clusters
  Score: Raw -887130.996858 + Penalty 2925.317344 = -884205.679513
  nChanged 27
		SP:Iteration 41Q (135339.960000 sec): 3 clusters
  Score: Raw -887140.161453 + Penalty 2925.317344 = -884214.844109
  nChanged 26
		SP:Iteration 42Q (135340.180000 sec): 3 clusters
  Score: Raw -887147.949085 + Penalty 2925.317344 = -884222.631741
  nChanged 22
		SP:Iteration 43Q (135340.350000 sec): 3 clusters
  Score: Raw -887153.946099 + Penalty 2925.317344 = -884228.628754
  nChanged 19
		SP:Iteration 44Q (135340.560000 sec): 3 clusters
  Score: Raw -887159.386271 + Penalty 2925.317344 = -884234.068926
  nChanged 26
		SP:Iteration 45Q (135340.770000 sec): 3 clusters
  Score: Raw -887168.909096 + Penalty 2925.317344 = -884243.591752
  nChanged 30
		SP:Iteration 46Q (135340.990000 sec): 3 clusters
  Score: Raw -887181.740664 + Penalty 2925.317344 = -884256.423319
  nChanged 39
		SP:Iteration 47Q (135341.170000 sec): 3 clusters
  Score: Raw -887198.017149 + Penalty 2925.317344 = -884272.699805
  nChanged 24
		SP:Iteration 48Q (135341.380000 sec): 3 clusters
  Score: Raw -887206.248397 + Penalty 2925.317344 = -884280.931053
  nChanged 20
		SP:Iteration 49Q (135341.610000 sec): 3 clusters
  Score: Raw -887213.921486 + Penalty 2925.317344 = -884288.604142
  nChanged 24
		SP:Iteration 50Q (135341.810000 sec): 3 clusters
  Score: Raw -887222.127121 + Penalty 2925.317344 = -884296.809777
  nChanged 21
		SP:Iteration 51Q (135341.980000 sec): 3 clusters
  Score: Raw -887231.063553 + Penalty 2925.317344 = -884305.746209
  nChanged 17
		SP:Iteration 52Q (135342.190000 sec): 3 clusters
  Score: Raw -887238.912858 + Penalty 2925.317344 = -884313.595514
  nChanged 23
		SP:Iteration 53Q (135342.400000 sec): 3 clusters
  Score: Raw -887249.938164 + Penalty 2925.317344 = -884324.620820
  nChanged 21
		SP:Iteration 54Q (135342.620000 sec): 3 clusters
  Score: Raw -887256.227153 + Penalty 2925.317344 = -884330.909808
  nChanged 20
		SP:Iteration 55Q (135342.770000 sec): 3 clusters
  Score: Raw -887264.956489 + Penalty 2925.317344 = -884339.639144
  nChanged 19
		SP:Iteration 56Q (135342.980000 sec): 3 clusters
  Score: Raw -887272.072526 + Penalty 2925.317344 = -884346.755182
  nChanged 12
		SP:Iteration 57Q (135343.200000 sec): 3 clusters
  Score: Raw -887277.199264 + Penalty 2925.317344 = -884351.881920
  nChanged 9
		SP:Iteration 58Q (135343.370000 sec): 3 clusters
  Score: Raw -887280.000172 + Penalty 2925.317344 = -884354.682827
  nChanged 15
		SP:Iteration 59Q (135343.570000 sec): 3 clusters
  Score: Raw -887286.431112 + Penalty 2925.317344 = -884361.113768
  nChanged 15
		SP:Iteration 60F (135343.730000 sec): 3 clusters
  Score: Raw -887291.755472 + Penalty 2925.317344 = -884366.438128
  nChanged 13
		SP:Iteration 61Q (135343.860000 sec): 3 clusters
  Score: Raw -887296.831742 + Penalty 2925.317344 = -884371.514398
  nChanged 11
		SP:Iteration 62Q (135344.060000 sec): 3 clusters
  Score: Raw -887302.146561 + Penalty 2925.317344 = -884376.829217
  nChanged 12
		SP:Iteration 63Q (135344.270000 sec): 3 clusters
  Score: Raw -887306.618261 + Penalty 2925.317344 = -884381.300917
  nChanged 14
		SP:Iteration 64Q (135344.450000 sec): 3 clusters
  Score: Raw -887311.754140 + Penalty 2925.317344 = -884386.436796
  nChanged 11
		SP:Iteration 65Q (135344.670000 sec): 3 clusters
  Score: Raw -887316.864301 + Penalty 2925.317344 = -884391.546956
  nChanged 11
		SP:Iteration 66Q (135344.860000 sec): 3 clusters
  Score: Raw -887320.664273 + Penalty 2925.317344 = -884395.346929
  nChanged 6
		SP:Iteration 67Q (135345.050000 sec): 3 clusters
  Score: Raw -887323.196538 + Penalty 2925.317344 = -884397.879194
  nChanged 4
		SP:Iteration 68Q (135345.240000 sec): 3 clusters
  Score: Raw -887324.184009 + Penalty 2925.317344 = -884398.866664
  nChanged 1
		SP:Iteration 69Q (135345.410000 sec): 3 clusters
  Score: Raw -887324.370312 + Penalty 2925.317344 = -884399.052968
  nChanged 2
		SP:Iteration 70Q (135345.620000 sec): 3 clusters
  Score: Raw -887326.105947 + Penalty 2925.317344 = -884400.788603
  nChanged 4
		SP:Iteration 71Q (135345.810000 sec): 3 clusters
  Score: Raw -887327.204378 + Penalty 2925.317344 = -884401.887034
  nChanged 2
		SP:Iteration 72Q (135345.950000 sec): 3 clusters
  Score: Raw -887327.626761 + Penalty 2925.317344 = -884402.309416
  nChanged 0
		SP:Iteration 73F (135346.180000 sec): 3 clusters
  Score: Raw -887327.626761 + Penalty 2925.317344 = -884402.309416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (100062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135346.830000 sec): 2 clusters
  Score: Raw -11018167.416096 + Penalty 1870.951107 = -11016296.464989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135347.580000 sec): 3 clusters
  Score: Raw -10952912.219863 + Penalty 3741.902214 = -10949170.317649
  nChanged 48076
		SP:Iteration 1F (135348.330000 sec): 3 clusters
  Score: Raw -10980852.401829 + Penalty 3741.902214 = -10977110.499615
  nChanged 3350
		SP:Iteration 2Q (135349.180000 sec): 3 clusters
  Score: Raw -10981661.394040 + Penalty 3741.902214 = -10977919.491827
  nChanged 3567
		SP:Iteration 3Q (135349.920000 sec): 3 clusters
  Score: Raw -10982606.569243 + Penalty 3741.902214 = -10978864.667029
  nChanged 3910
		SP:Iteration 4Q (135350.670000 sec): 3 clusters
  Score: Raw -10983810.961898 + Penalty 3741.902214 = -10980069.059685
  nChanged 4318
		SP:Iteration 5Q (135351.340000 sec): 3 clusters
  Score: Raw -10985294.738426 + Penalty 3741.902214 = -10981552.836212
  nChanged 4738
		SP:Iteration 6Q (135352.030000 sec): 3 clusters
  Score: Raw -10987192.893420 + Penalty 3741.902214 = -10983450.991206
  nChanged 5268
		SP:Iteration 7F (135352.700000 sec): 3 clusters
  Score: Raw -10989685.949054 + Penalty 3741.902214 = -10985944.046840
  nChanged 5853
		SP:Iteration 8F (135353.370000 sec): 3 clusters
  Score: Raw -10993080.604501 + Penalty 3741.902214 = -10989338.702287
  nChanged 6406
		SP:Iteration 9F (135354.020000 sec): 3 clusters
  Score: Raw -10997568.391732 + Penalty 3741.902214 = -10993826.489518
  nChanged 6734
		SP:Iteration 10F (135354.650000 sec): 3 clusters
  Score: Raw -11003075.416411 + Penalty 3741.902214 = -10999333.514197
  nChanged 6411
		SP:Iteration 11F (135355.390000 sec): 3 clusters
  Score: Raw -11008823.863296 + Penalty 3741.902214 = -11005081.961083
  nChanged 4878
		SP:Iteration 12Q (135356.060000 sec): 3 clusters
  Score: Raw -11013334.181904 + Penalty 3741.902214 = -11009592.279690
  nChanged 3078
		SP:Iteration 13Q (135356.750000 sec): 3 clusters
  Score: Raw -11016111.970008 + Penalty 3741.902214 = -11012370.067795
  nChanged 1513
		SP:Iteration 14Q (135357.470000 sec): 3 clusters
  Score: Raw -11017421.296217 + Penalty 3741.902214 = -11013679.394003
  nChanged 641
		SP:Iteration 15Q (135358.140000 sec): 3 clusters
  Score: Raw -11017989.105748 + Penalty 3741.902214 = -11014247.203534
  nChanged 221
		SP:Iteration 16Q (135358.790000 sec): 3 clusters
  Score: Raw -11018215.620745 + Penalty 3741.902214 = -11014473.718532
  nChanged 101
		SP:Iteration 17Q (135359.360000 sec): 3 clusters
  Score: Raw -11018318.086054 + Penalty 3741.902214 = -11014576.183840
  nChanged 43
		SP:Iteration 18Q (135360.000000 sec): 3 clusters
  Score: Raw -11018366.021234 + Penalty 3741.902214 = -11014624.119020
  nChanged 28
		SP:Iteration 19Q (135360.620000 sec): 3 clusters
  Score: Raw -11018394.572608 + Penalty 3741.902214 = -11014652.670394
  nChanged 18
		SP:Iteration 20F (135361.280000 sec): 3 clusters
  Score: Raw -11018418.048449 + Penalty 3741.902214 = -11014676.146235
  nChanged 13
		SP:Iteration 21Q (135361.890000 sec): 3 clusters
  Score: Raw -11018432.453339 + Penalty 3741.902214 = -11014690.551125
  nChanged 8
		SP:Iteration 22Q (135362.540000 sec): 3 clusters
  Score: Raw -11018442.557490 + Penalty 3741.902214 = -11014700.655276
  nChanged 4
		SP:Iteration 23Q (135363.160000 sec): 3 clusters
  Score: Raw -11018446.193529 + Penalty 3741.902214 = -11014704.291315
  nChanged 1
		SP:Iteration 24Q (135363.830000 sec): 3 clusters
  Score: Raw -11018446.692876 + Penalty 3741.902214 = -11014704.790663
  nChanged 1
		SP:Iteration 25Q (135364.520000 sec): 3 clusters
  Score: Raw -11018447.865822 + Penalty 3741.902214 = -11014705.963609
  nChanged 2
		SP:Iteration 26Q (135365.130000 sec): 3 clusters
  Score: Raw -11018449.957016 + Penalty 3741.902214 = -11014708.054802
  nChanged 2
		SP:Iteration 27Q (135365.770000 sec): 3 clusters
  Score: Raw -11018451.864590 + Penalty 3741.902214 = -11014709.962376
  nChanged 3
		SP:Iteration 28Q (135366.440000 sec): 3 clusters
  Score: Raw -11018456.242029 + Penalty 3741.902214 = -11014714.339815
  nChanged 2
		SP:Iteration 29Q (135367.070000 sec): 3 clusters
  Score: Raw -11018458.636109 + Penalty 3741.902214 = -11014716.733895
  nChanged 0
		SP:Iteration 30F (135367.670000 sec): 3 clusters
  Score: Raw -11018458.636109 + Penalty 3741.902214 = -11014716.733895
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135367.850000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135368.030000 sec): 3 clusters
  Score: Raw -110162.815954 + Penalty 2258.703348 = -107904.112606
  nChanged 315
		SP:Iteration 1F (135368.210000 sec): 3 clusters
  Score: Raw -110426.253870 + Penalty 2258.703348 = -108167.550522
  nChanged 83
		SP:Iteration 2F (135368.350000 sec): 3 clusters
  Score: Raw -110517.877329 + Penalty 2258.703348 = -108259.173981
  nChanged 51
		SP:Iteration 3Q (135368.500000 sec): 3 clusters
  Score: Raw -110581.987568 + Penalty 2258.703348 = -108323.284220
  nChanged 40
		SP:Iteration 4Q (135368.650000 sec): 3 clusters
  Score: Raw -110630.245467 + Penalty 2258.703348 = -108371.542119
  nChanged 35
		SP:Iteration 5Q (135368.810000 sec): 3 clusters
  Score: Raw -110669.318179 + Penalty 2258.703348 = -108410.614831
  nChanged 31
		SP:Iteration 6Q (135368.930000 sec): 3 clusters
  Score: Raw -110702.043168 + Penalty 2258.703348 = -108443.339820
  nChanged 40
		SP:Iteration 7Q (135369.100000 sec): 3 clusters
  Score: Raw -110750.190810 + Penalty 2258.703348 = -108491.487462
  nChanged 31
		SP:Iteration 8Q (135369.230000 sec): 3 clusters
  Score: Raw -110786.406997 + Penalty 2258.703348 = -108527.703649
  nChanged 23
		SP:Iteration 9Q (135369.370000 sec): 3 clusters
  Score: Raw -110827.576411 + Penalty 2258.703348 = -108568.873063
  nChanged 27
		SP:Iteration 10Q (135369.470000 sec): 3 clusters
  Score: Raw -110869.411810 + Penalty 2258.703348 = -108610.708462
  nChanged 22
		SP:Iteration 11Q (135369.630000 sec): 3 clusters
  Score: Raw -110914.165317 + Penalty 2258.703348 = -108655.461969
  nChanged 22
		SP:Iteration 12Q (135369.780000 sec): 3 clusters
  Score: Raw -110976.849009 + Penalty 2258.703348 = -108718.145661
  nChanged 23
		SP:Iteration 13Q (135369.970000 sec): 3 clusters
  Score: Raw -111009.122435 + Penalty 2258.703348 = -108750.419087
  nChanged 12
		SP:Iteration 14Q (135370.130000 sec): 3 clusters
  Score: Raw -111025.918186 + Penalty 2258.703348 = -108767.214838
  nChanged 11
		SP:Iteration 15Q (135370.350000 sec): 3 clusters
  Score: Raw -111042.257297 + Penalty 2258.703348 = -108783.553949
  nChanged 9
		SP:Iteration 16Q (135370.530000 sec): 3 clusters
  Score: Raw -111052.550088 + Penalty 2258.703348 = -108793.846740
  nChanged 4
		SP:Iteration 17Q (135370.700000 sec): 3 clusters
  Score: Raw -111056.544148 + Penalty 2258.703348 = -108797.840800
  nChanged 2
		SP:Iteration 18Q (135370.870000 sec): 3 clusters
  Score: Raw -111057.979744 + Penalty 2258.703348 = -108799.276396
  nChanged 2
		SP:Iteration 19Q (135371.050000 sec): 3 clusters
  Score: Raw -111059.833813 + Penalty 2258.703348 = -108801.130465
  nChanged 0
		SP:Iteration 20F (135371.230000 sec): 3 clusters
  Score: Raw -111059.833813 + Penalty 2258.703348 = -108801.130465
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135371.380000 sec): 2 clusters
  Score: Raw -1325853.447686 + Penalty 1519.448138 = -1324333.999548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135371.600000 sec): 3 clusters
  Score: Raw -1319253.859273 + Penalty 3038.896276 = -1316214.962997
  nChanged 4944
		SP:Iteration 1F (135371.790000 sec): 3 clusters
  Score: Raw -1321827.962246 + Penalty 3038.896276 = -1318789.065970
  nChanged 574
		SP:Iteration 2Q (135371.980000 sec): 3 clusters
  Score: Raw -1322022.084084 + Penalty 3038.896276 = -1318983.187808
  nChanged 483
		SP:Iteration 3Q (135372.250000 sec): 3 clusters
  Score: Raw -1322181.010104 + Penalty 3038.896276 = -1319142.113828
  nChanged 434
		SP:Iteration 4Q (135372.450000 sec): 3 clusters
  Score: Raw -1322330.726129 + Penalty 3038.896276 = -1319291.829853
  nChanged 366
		SP:Iteration 5Q (135372.690000 sec): 3 clusters
  Score: Raw -1322467.155197 + Penalty 3038.896276 = -1319428.258921
  nChanged 382
		SP:Iteration 6Q (135372.910000 sec): 3 clusters
  Score: Raw -1322612.452364 + Penalty 3038.896276 = -1319573.556088
  nChanged 403
		SP:Iteration 7Q (135373.160000 sec): 3 clusters
  Score: Raw -1322793.748736 + Penalty 3038.896276 = -1319754.852460
  nChanged 484
		SP:Iteration 8Q (135373.350000 sec): 3 clusters
  Score: Raw -1323042.796849 + Penalty 3038.896276 = -1320003.900573
  nChanged 569
		SP:Iteration 9Q (135373.590000 sec): 3 clusters
  Score: Raw -1323397.515411 + Penalty 3038.896276 = -1320358.619135
  nChanged 641
		SP:Iteration 10F (135373.770000 sec): 3 clusters
  Score: Raw -1323864.898895 + Penalty 3038.896276 = -1320826.002619
  nChanged 679
		SP:Iteration 11F (135373.960000 sec): 3 clusters
  Score: Raw -1324398.809798 + Penalty 3038.896276 = -1321359.913522
  nChanged 616
		SP:Iteration 12F (135374.210000 sec): 3 clusters
  Score: Raw -1324924.586687 + Penalty 3038.896276 = -1321885.690411
  nChanged 496
		SP:Iteration 13Q (135374.400000 sec): 3 clusters
  Score: Raw -1325370.622815 + Penalty 3038.896276 = -1322331.726539
  nChanged 286
		SP:Iteration 14Q (135374.630000 sec): 3 clusters
  Score: Raw -1325632.950192 + Penalty 3038.896276 = -1322594.053916
  nChanged 154
		SP:Iteration 15Q (135374.800000 sec): 3 clusters
  Score: Raw -1325787.184626 + Penalty 3038.896276 = -1322748.288350
  nChanged 99
		SP:Iteration 16Q (135375.010000 sec): 3 clusters
  Score: Raw -1325894.402254 + Penalty 3038.896276 = -1322855.505978
  nChanged 45
		SP:Iteration 17Q (135375.190000 sec): 3 clusters
  Score: Raw -1325954.924113 + Penalty 3038.896276 = -1322916.027837
  nChanged 34
		SP:Iteration 18Q (135375.370000 sec): 3 clusters
  Score: Raw -1326000.821401 + Penalty 3038.896276 = -1322961.925125
  nChanged 15
		SP:Iteration 19Q (135375.550000 sec): 3 clusters
  Score: Raw -1326019.007945 + Penalty 3038.896276 = -1322980.111669
  nChanged 12
		SP:Iteration 20F (135375.790000 sec): 3 clusters
  Score: Raw -1326031.573976 + Penalty 3038.896276 = -1322992.677700
  nChanged 8
		SP:Iteration 21Q (135376.010000 sec): 3 clusters
  Score: Raw -1326040.370141 + Penalty 3038.896276 = -1323001.473865
  nChanged 3
		SP:Iteration 22Q (135376.250000 sec): 3 clusters
  Score: Raw -1326043.381128 + Penalty 3038.896276 = -1323004.484852
  nChanged 2
		SP:Iteration 23Q (135376.470000 sec): 3 clusters
  Score: Raw -1326045.148248 + Penalty 3038.896276 = -1323006.251972
  nChanged 1
		SP:Iteration 24Q (135376.680000 sec): 3 clusters
  Score: Raw -1326045.535043 + Penalty 3038.896276 = -1323006.638767
  nChanged 0
		SP:Iteration 25F (135376.910000 sec): 3 clusters
  Score: Raw -1326045.535043 + Penalty 3038.896276 = -1323006.638767
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135377.120000 sec): 2 clusters
  Score: Raw -2573993.551384 + Penalty 1635.093511 = -2572358.457872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135377.410000 sec): 3 clusters
  Score: Raw -2559728.245461 + Penalty 3270.187023 = -2556458.058439
  nChanged 10673
		SP:Iteration 1F (135377.660000 sec): 3 clusters
  Score: Raw -2565633.998867 + Penalty 3270.187023 = -2562363.811845
  nChanged 1283
		SP:Iteration 2F (135377.920000 sec): 3 clusters
  Score: Raw -2566214.620537 + Penalty 3270.187023 = -2562944.433514
  nChanged 1322
		SP:Iteration 3F (135378.190000 sec): 3 clusters
  Score: Raw -2566892.158001 + Penalty 3270.187023 = -2563621.970978
  nChanged 1354
		SP:Iteration 4F (135378.450000 sec): 3 clusters
  Score: Raw -2567596.940923 + Penalty 3270.187023 = -2564326.753901
  nChanged 1337
		SP:Iteration 5F (135378.740000 sec): 3 clusters
  Score: Raw -2568306.004979 + Penalty 3270.187023 = -2565035.817956
  nChanged 1274
		SP:Iteration 6F (135379.040000 sec): 3 clusters
  Score: Raw -2568953.409906 + Penalty 3270.187023 = -2565683.222884
  nChanged 1142
		SP:Iteration 7Q (135379.310000 sec): 3 clusters
  Score: Raw -2569480.947897 + Penalty 3270.187023 = -2566210.760875
  nChanged 947
		SP:Iteration 8Q (135379.590000 sec): 3 clusters
  Score: Raw -2569884.456736 + Penalty 3270.187023 = -2566614.269713
  nChanged 808
		SP:Iteration 9Q (135379.940000 sec): 3 clusters
  Score: Raw -2570229.661760 + Penalty 3270.187023 = -2566959.474737
  nChanged 792
		SP:Iteration 10Q (135380.230000 sec): 3 clusters
  Score: Raw -2570531.925280 + Penalty 3270.187023 = -2567261.738257
  nChanged 673
		SP:Iteration 11Q (135380.500000 sec): 3 clusters
  Score: Raw -2570780.510234 + Penalty 3270.187023 = -2567510.323211
  nChanged 597
		SP:Iteration 12Q (135380.780000 sec): 3 clusters
  Score: Raw -2570982.724916 + Penalty 3270.187023 = -2567712.537894
  nChanged 580
		SP:Iteration 13Q (135381.060000 sec): 3 clusters
  Score: Raw -2571179.619032 + Penalty 3270.187023 = -2567909.432009
  nChanged 569
		SP:Iteration 14Q (135381.370000 sec): 3 clusters
  Score: Raw -2571385.229207 + Penalty 3270.187023 = -2568115.042185
  nChanged 589
		SP:Iteration 15Q (135381.610000 sec): 3 clusters
  Score: Raw -2571604.760752 + Penalty 3270.187023 = -2568334.573729
  nChanged 640
		SP:Iteration 16Q (135381.930000 sec): 3 clusters
  Score: Raw -2571842.820672 + Penalty 3270.187023 = -2568572.633649
  nChanged 639
		SP:Iteration 17Q (135382.200000 sec): 3 clusters
  Score: Raw -2572089.818578 + Penalty 3270.187023 = -2568819.631556
  nChanged 673
		SP:Iteration 18Q (135382.510000 sec): 3 clusters
  Score: Raw -2572359.911929 + Penalty 3270.187023 = -2569089.724906
  nChanged 639
		SP:Iteration 19Q (135382.790000 sec): 3 clusters
  Score: Raw -2572603.921265 + Penalty 3270.187023 = -2569333.734243
  nChanged 591
		SP:Iteration 20F (135383.130000 sec): 3 clusters
  Score: Raw -2572823.311891 + Penalty 3270.187023 = -2569553.124868
  nChanged 584
		SP:Iteration 21Q (135383.440000 sec): 3 clusters
  Score: Raw -2573044.267920 + Penalty 3270.187023 = -2569774.080898
  nChanged 565
		SP:Iteration 22Q (135383.730000 sec): 3 clusters
  Score: Raw -2573274.800739 + Penalty 3270.187023 = -2570004.613717
  nChanged 521
		SP:Iteration 23Q (135383.960000 sec): 3 clusters
  Score: Raw -2573487.071450 + Penalty 3270.187023 = -2570216.884428
  nChanged 446
		SP:Iteration 24Q (135384.220000 sec): 3 clusters
  Score: Raw -2573677.900686 + Penalty 3270.187023 = -2570407.713663
  nChanged 409
		SP:Iteration 25Q (135384.490000 sec): 3 clusters
  Score: Raw -2573846.544858 + Penalty 3270.187023 = -2570576.357835
  nChanged 359
		SP:Iteration 26Q (135384.750000 sec): 3 clusters
  Score: Raw -2573998.844560 + Penalty 3270.187023 = -2570728.657537
  nChanged 317
		SP:Iteration 27Q (135385.060000 sec): 3 clusters
  Score: Raw -2574146.679342 + Penalty 3270.187023 = -2570876.492319
  nChanged 305
		SP:Iteration 28Q (135385.410000 sec): 3 clusters
  Score: Raw -2574311.986985 + Penalty 3270.187023 = -2571041.799962
  nChanged 239
		SP:Iteration 29Q (135385.670000 sec): 3 clusters
  Score: Raw -2574443.264873 + Penalty 3270.187023 = -2571173.077850
  nChanged 195
		SP:Iteration 30Q (135385.950000 sec): 3 clusters
  Score: Raw -2574536.790351 + Penalty 3270.187023 = -2571266.603328
  nChanged 153
		SP:Iteration 31Q (135386.250000 sec): 3 clusters
  Score: Raw -2574610.814963 + Penalty 3270.187023 = -2571340.627941
  nChanged 121
		SP:Iteration 32Q (135386.510000 sec): 3 clusters
  Score: Raw -2574664.414754 + Penalty 3270.187023 = -2571394.227732
  nChanged 109
		SP:Iteration 33Q (135386.820000 sec): 3 clusters
  Score: Raw -2574710.973263 + Penalty 3270.187023 = -2571440.786240
  nChanged 83
		SP:Iteration 34Q (135387.100000 sec): 3 clusters
  Score: Raw -2574742.213974 + Penalty 3270.187023 = -2571472.026951
  nChanged 77
		SP:Iteration 35Q (135387.360000 sec): 3 clusters
  Score: Raw -2574765.316998 + Penalty 3270.187023 = -2571495.129975
  nChanged 59
		SP:Iteration 36Q (135387.640000 sec): 3 clusters
  Score: Raw -2574784.303658 + Penalty 3270.187023 = -2571514.116635
  nChanged 60
		SP:Iteration 37Q (135387.900000 sec): 3 clusters
  Score: Raw -2574804.654245 + Penalty 3270.187023 = -2571534.467222
  nChanged 59
		SP:Iteration 38Q (135388.110000 sec): 3 clusters
  Score: Raw -2574819.956757 + Penalty 3270.187023 = -2571549.769735
  nChanged 35
		SP:Iteration 39Q (135388.390000 sec): 3 clusters
  Score: Raw -2574829.450581 + Penalty 3270.187023 = -2571559.263558
  nChanged 34
		SP:Iteration 40F (135388.650000 sec): 3 clusters
  Score: Raw -2574837.764658 + Penalty 3270.187023 = -2571567.577635
  nChanged 31
		SP:Iteration 41Q (135388.930000 sec): 3 clusters
  Score: Raw -2574844.537517 + Penalty 3270.187023 = -2571574.350495
  nChanged 24
		SP:Iteration 42Q (135389.200000 sec): 3 clusters
  Score: Raw -2574849.945681 + Penalty 3270.187023 = -2571579.758659
  nChanged 18
		SP:Iteration 43Q (135389.480000 sec): 3 clusters
  Score: Raw -2574853.887472 + Penalty 3270.187023 = -2571583.700449
  nChanged 12
		SP:Iteration 44Q (135389.750000 sec): 3 clusters
  Score: Raw -2574856.506436 + Penalty 3270.187023 = -2571586.319414
  nChanged 11
		SP:Iteration 45Q (135390.050000 sec): 3 clusters
  Score: Raw -2574859.290142 + Penalty 3270.187023 = -2571589.103119
  nChanged 8
		SP:Iteration 46Q (135390.300000 sec): 3 clusters
  Score: Raw -2574860.971262 + Penalty 3270.187023 = -2571590.784239
  nChanged 8
		SP:Iteration 47Q (135390.620000 sec): 3 clusters
  Score: Raw -2574862.822889 + Penalty 3270.187023 = -2571592.635867
  nChanged 7
		SP:Iteration 48Q (135390.840000 sec): 3 clusters
  Score: Raw -2574864.111321 + Penalty 3270.187023 = -2571593.924298
  nChanged 7
		SP:Iteration 49Q (135391.150000 sec): 3 clusters
  Score: Raw -2574865.635501 + Penalty 3270.187023 = -2571595.448478
  nChanged 3
		SP:Iteration 50Q (135391.400000 sec): 3 clusters
  Score: Raw -2574865.998075 + Penalty 3270.187023 = -2571595.811052
  nChanged 1
		SP:Iteration 51Q (135391.690000 sec): 3 clusters
  Score: Raw -2574866.093099 + Penalty 3270.187023 = -2571595.906077
  nChanged 0
		SP:Iteration 52F (135391.980000 sec): 3 clusters
  Score: Raw -2574866.093099 + Penalty 3270.187023 = -2571595.906077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135392.070000 sec): 2 clusters
  Score: Raw -848487.658214 + Penalty 1454.314022 = -847033.344192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135392.270000 sec): 3 clusters
  Score: Raw -844268.679062 + Penalty 2908.628043 = -841360.051019
  nChanged 3262
		SP:Iteration 1F (135392.450000 sec): 3 clusters
  Score: Raw -846077.781084 + Penalty 2908.628043 = -843169.153041
  nChanged 518
		SP:Iteration 2F (135392.610000 sec): 3 clusters
  Score: Raw -846319.719474 + Penalty 2908.628043 = -843411.091431
  nChanged 371
		SP:Iteration 3Q (135392.800000 sec): 3 clusters
  Score: Raw -846508.923828 + Penalty 2908.628043 = -843600.295785
  nChanged 362
		SP:Iteration 4Q (135393.000000 sec): 3 clusters
  Score: Raw -846702.805330 + Penalty 2908.628043 = -843794.177287
  nChanged 340
		SP:Iteration 5Q (135393.180000 sec): 3 clusters
  Score: Raw -846883.158131 + Penalty 2908.628043 = -843974.530088
  nChanged 296
		SP:Iteration 6Q (135393.370000 sec): 3 clusters
  Score: Raw -847024.340033 + Penalty 2908.628043 = -844115.711990
  nChanged 257
		SP:Iteration 7Q (135393.600000 sec): 3 clusters
  Score: Raw -847146.324404 + Penalty 2908.628043 = -844237.696361
  nChanged 257
		SP:Iteration 8Q (135393.780000 sec): 3 clusters
  Score: Raw -847254.791824 + Penalty 2908.628043 = -844346.163781
  nChanged 239
		SP:Iteration 9Q (135394.030000 sec): 3 clusters
  Score: Raw -847361.791108 + Penalty 2908.628043 = -844453.163065
  nChanged 231
		SP:Iteration 10Q (135394.210000 sec): 3 clusters
  Score: Raw -847470.028250 + Penalty 2908.628043 = -844561.400207
  nChanged 235
		SP:Iteration 11Q (135394.380000 sec): 3 clusters
  Score: Raw -847579.719707 + Penalty 2908.628043 = -844671.091664
  nChanged 253
		SP:Iteration 12Q (135394.610000 sec): 3 clusters
  Score: Raw -847711.412404 + Penalty 2908.628043 = -844802.784361
  nChanged 270
		SP:Iteration 13Q (135394.790000 sec): 3 clusters
  Score: Raw -847844.107928 + Penalty 2908.628043 = -844935.479885
  nChanged 258
		SP:Iteration 14Q (135395.000000 sec): 3 clusters
  Score: Raw -847974.229029 + Penalty 2908.628043 = -845065.600986
  nChanged 232
		SP:Iteration 15Q (135395.210000 sec): 3 clusters
  Score: Raw -848088.371376 + Penalty 2908.628043 = -845179.743333
  nChanged 201
		SP:Iteration 16Q (135395.400000 sec): 3 clusters
  Score: Raw -848201.512507 + Penalty 2908.628043 = -845292.884464
  nChanged 206
		SP:Iteration 17Q (135395.620000 sec): 3 clusters
  Score: Raw -848321.681091 + Penalty 2908.628043 = -845413.053048
  nChanged 204
		SP:Iteration 18Q (135395.840000 sec): 3 clusters
  Score: Raw -848425.262550 + Penalty 2908.628043 = -845516.634507
  nChanged 150
		SP:Iteration 19Q (135396.050000 sec): 3 clusters
  Score: Raw -848494.619593 + Penalty 2908.628043 = -845585.991550
  nChanged 122
		SP:Iteration 20F (135396.220000 sec): 3 clusters
  Score: Raw -848546.425013 + Penalty 2908.628043 = -845637.796970
  nChanged 118
		SP:Iteration 21Q (135396.450000 sec): 3 clusters
  Score: Raw -848595.860571 + Penalty 2908.628043 = -845687.232528
  nChanged 125
		SP:Iteration 22Q (135396.640000 sec): 3 clusters
  Score: Raw -848650.929327 + Penalty 2908.628043 = -845742.301283
  nChanged 98
		SP:Iteration 23Q (135396.850000 sec): 3 clusters
  Score: Raw -848686.886730 + Penalty 2908.628043 = -845778.258687
  nChanged 77
		SP:Iteration 24Q (135397.090000 sec): 3 clusters
  Score: Raw -848710.274499 + Penalty 2908.628043 = -845801.646456
  nChanged 54
		SP:Iteration 25Q (135397.290000 sec): 3 clusters
  Score: Raw -848724.643496 + Penalty 2908.628043 = -845816.015453
  nChanged 43
		SP:Iteration 26Q (135397.510000 sec): 3 clusters
  Score: Raw -848734.742909 + Penalty 2908.628043 = -845826.114866
  nChanged 39
		SP:Iteration 27Q (135397.740000 sec): 3 clusters
  Score: Raw -848745.204184 + Penalty 2908.628043 = -845836.576141
  nChanged 36
		SP:Iteration 28Q (135397.920000 sec): 3 clusters
  Score: Raw -848755.073039 + Penalty 2908.628043 = -845846.444996
  nChanged 34
		SP:Iteration 29Q (135398.150000 sec): 3 clusters
  Score: Raw -848762.515108 + Penalty 2908.628043 = -845853.887065
  nChanged 22
		SP:Iteration 30Q (135398.350000 sec): 3 clusters
  Score: Raw -848765.797519 + Penalty 2908.628043 = -845857.169476
  nChanged 15
		SP:Iteration 31Q (135398.540000 sec): 3 clusters
  Score: Raw -848768.288287 + Penalty 2908.628043 = -845859.660244
  nChanged 10
		SP:Iteration 32Q (135398.730000 sec): 3 clusters
  Score: Raw -848769.656295 + Penalty 2908.628043 = -845861.028252
  nChanged 10
		SP:Iteration 33Q (135398.940000 sec): 3 clusters
  Score: Raw -848771.137025 + Penalty 2908.628043 = -845862.508982
  nChanged 10
		SP:Iteration 34Q (135399.120000 sec): 3 clusters
  Score: Raw -848772.439129 + Penalty 2908.628043 = -845863.811086
  nChanged 8
		SP:Iteration 35Q (135399.260000 sec): 3 clusters
  Score: Raw -848773.292362 + Penalty 2908.628043 = -845864.664319
  nChanged 6
		SP:Iteration 36Q (135399.490000 sec): 3 clusters
  Score: Raw -848774.225415 + Penalty 2908.628043 = -845865.597372
  nChanged 4
		SP:Iteration 37Q (135399.650000 sec): 3 clusters
  Score: Raw -848774.611291 + Penalty 2908.628043 = -845865.983248
  nChanged 2
		SP:Iteration 38Q (135399.850000 sec): 3 clusters
  Score: Raw -848775.056371 + Penalty 2908.628043 = -845866.428328
  nChanged 6
		SP:Iteration 39Q (135400.060000 sec): 3 clusters
  Score: Raw -848776.008181 + Penalty 2908.628043 = -845867.380138
  nChanged 5
		SP:Iteration 40F (135400.260000 sec): 3 clusters
  Score: Raw -848776.782667 + Penalty 2908.628043 = -845868.154624
  nChanged 5
		SP:Iteration 41Q (135400.430000 sec): 3 clusters
  Score: Raw -848777.616285 + Penalty 2908.628043 = -845868.988242
  nChanged 3
		SP:Iteration 42Q (135400.650000 sec): 3 clusters
  Score: Raw -848777.841181 + Penalty 2908.628043 = -845869.213138
  nChanged 4
		SP:Iteration 43Q (135400.840000 sec): 3 clusters
  Score: Raw -848778.408201 + Penalty 2908.628043 = -845869.780158
  nChanged 5
		SP:Iteration 44Q (135401.040000 sec): 3 clusters
  Score: Raw -848779.204102 + Penalty 2908.628043 = -845870.576059
  nChanged 5
		SP:Iteration 45Q (135401.270000 sec): 3 clusters
  Score: Raw -848779.775044 + Penalty 2908.628043 = -845871.147001
  nChanged 6
		SP:Iteration 46Q (135401.480000 sec): 3 clusters
  Score: Raw -848780.891749 + Penalty 2908.628043 = -845872.263706
  nChanged 5
		SP:Iteration 47Q (135401.680000 sec): 3 clusters
  Score: Raw -848781.764287 + Penalty 2908.628043 = -845873.136244
  nChanged 7
		SP:Iteration 48Q (135401.860000 sec): 3 clusters
  Score: Raw -848782.428434 + Penalty 2908.628043 = -845873.800391
  nChanged 6
		SP:Iteration 49Q (135402.100000 sec): 3 clusters
  Score: Raw -848783.415437 + Penalty 2908.628043 = -845874.787394
  nChanged 4
		SP:Iteration 50Q (135402.310000 sec): 3 clusters
  Score: Raw -848784.020134 + Penalty 2908.628043 = -845875.392091
  nChanged 5
		SP:Iteration 51Q (135402.480000 sec): 3 clusters
  Score: Raw -848784.683718 + Penalty 2908.628043 = -845876.055675
  nChanged 4
		SP:Iteration 52Q (135402.680000 sec): 3 clusters
  Score: Raw -848785.241177 + Penalty 2908.628043 = -845876.613134
  nChanged 7
		SP:Iteration 53Q (135402.900000 sec): 3 clusters
  Score: Raw -848786.512248 + Penalty 2908.628043 = -845877.884205
  nChanged 8
		SP:Iteration 54Q (135403.120000 sec): 3 clusters
  Score: Raw -848787.375993 + Penalty 2908.628043 = -845878.747950
  nChanged 3
		SP:Iteration 55Q (135403.340000 sec): 3 clusters
  Score: Raw -848787.658341 + Penalty 2908.628043 = -845879.030298
  nChanged 1
		SP:Iteration 56Q (135403.550000 sec): 3 clusters
  Score: Raw -848787.756025 + Penalty 2908.628043 = -845879.127982
  nChanged 0
		SP:Iteration 57F (135403.780000 sec): 3 clusters
  Score: Raw -848787.756025 + Penalty 2908.628043 = -845879.127982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (10148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135403.900000 sec): 2 clusters
  Score: Raw -1101771.598979 + Penalty 1499.067687 = -1100272.531292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135404.100000 sec): 3 clusters
  Score: Raw -1096009.253589 + Penalty 2998.135374 = -1093011.118214
  nChanged 4385
		SP:Iteration 1F (135404.300000 sec): 3 clusters
  Score: Raw -1098386.392650 + Penalty 2998.135374 = -1095388.257276
  nChanged 715
		SP:Iteration 2F (135404.530000 sec): 3 clusters
  Score: Raw -1098731.911010 + Penalty 2998.135374 = -1095733.775636
  nChanged 573
		SP:Iteration 3F (135404.770000 sec): 3 clusters
  Score: Raw -1099011.920907 + Penalty 2998.135374 = -1096013.785533
  nChanged 493
		SP:Iteration 4Q (135404.980000 sec): 3 clusters
  Score: Raw -1099260.177629 + Penalty 2998.135374 = -1096262.042255
  nChanged 464
		SP:Iteration 5Q (135405.230000 sec): 3 clusters
  Score: Raw -1099494.669052 + Penalty 2998.135374 = -1096496.533677
  nChanged 465
		SP:Iteration 6Q (135405.480000 sec): 3 clusters
  Score: Raw -1099735.486613 + Penalty 2998.135374 = -1096737.351238
  nChanged 470
		SP:Iteration 7Q (135405.710000 sec): 3 clusters
  Score: Raw -1100001.241211 + Penalty 2998.135374 = -1097003.105837
  nChanged 495
		SP:Iteration 8Q (135405.920000 sec): 3 clusters
  Score: Raw -1100297.718083 + Penalty 2998.135374 = -1097299.582709
  nChanged 463
		SP:Iteration 9Q (135406.100000 sec): 3 clusters
  Score: Raw -1100599.530873 + Penalty 2998.135374 = -1097601.395499
  nChanged 407
		SP:Iteration 10Q (135406.330000 sec): 3 clusters
  Score: Raw -1100846.472590 + Penalty 2998.135374 = -1097848.337216
  nChanged 355
		SP:Iteration 11Q (135406.550000 sec): 3 clusters
  Score: Raw -1101042.070782 + Penalty 2998.135374 = -1098043.935408
  nChanged 277
		SP:Iteration 12Q (135406.810000 sec): 3 clusters
  Score: Raw -1101191.908464 + Penalty 2998.135374 = -1098193.773090
  nChanged 257
		SP:Iteration 13Q (135407.020000 sec): 3 clusters
  Score: Raw -1101334.096738 + Penalty 2998.135374 = -1098335.961364
  nChanged 199
		SP:Iteration 14Q (135407.240000 sec): 3 clusters
  Score: Raw -1101440.521146 + Penalty 2998.135374 = -1098442.385771
  nChanged 195
		SP:Iteration 15Q (135407.510000 sec): 3 clusters
  Score: Raw -1101533.223669 + Penalty 2998.135374 = -1098535.088295
  nChanged 157
		SP:Iteration 16Q (135407.720000 sec): 3 clusters
  Score: Raw -1101604.960248 + Penalty 2998.135374 = -1098606.824874
  nChanged 157
		SP:Iteration 17Q (135407.960000 sec): 3 clusters
  Score: Raw -1101670.651217 + Penalty 2998.135374 = -1098672.515842
  nChanged 132
		SP:Iteration 18Q (135408.180000 sec): 3 clusters
  Score: Raw -1101729.319831 + Penalty 2998.135374 = -1098731.184457
  nChanged 126
		SP:Iteration 19Q (135408.300000 sec): 3 clusters
  Score: Raw -1101783.010327 + Penalty 2998.135374 = -1098784.874953
  nChanged 107
		SP:Iteration 20F (135408.530000 sec): 3 clusters
  Score: Raw -1101827.130469 + Penalty 2998.135374 = -1098828.995095
  nChanged 94
		SP:Iteration 21Q (135408.740000 sec): 3 clusters
  Score: Raw -1101865.483851 + Penalty 2998.135374 = -1098867.348477
  nChanged 78
		SP:Iteration 22Q (135408.940000 sec): 3 clusters
  Score: Raw -1101896.655906 + Penalty 2998.135374 = -1098898.520532
  nChanged 68
		SP:Iteration 23Q (135409.200000 sec): 3 clusters
  Score: Raw -1101920.984743 + Penalty 2998.135374 = -1098922.849369
  nChanged 54
		SP:Iteration 24Q (135409.370000 sec): 3 clusters
  Score: Raw -1101941.401893 + Penalty 2998.135374 = -1098943.266518
  nChanged 51
		SP:Iteration 25Q (135409.610000 sec): 3 clusters
  Score: Raw -1101960.580670 + Penalty 2998.135374 = -1098962.445296
  nChanged 41
		SP:Iteration 26Q (135409.820000 sec): 3 clusters
  Score: Raw -1101973.616359 + Penalty 2998.135374 = -1098975.480985
  nChanged 38
		SP:Iteration 27Q (135410.060000 sec): 3 clusters
  Score: Raw -1101985.558399 + Penalty 2998.135374 = -1098987.423025
  nChanged 35
		SP:Iteration 28Q (135410.260000 sec): 3 clusters
  Score: Raw -1101998.241150 + Penalty 2998.135374 = -1099000.105776
  nChanged 24
		SP:Iteration 29Q (135410.480000 sec): 3 clusters
  Score: Raw -1102005.214712 + Penalty 2998.135374 = -1099007.079338
  nChanged 24
		SP:Iteration 30Q (135410.700000 sec): 3 clusters
  Score: Raw -1102012.915833 + Penalty 2998.135374 = -1099014.780458
  nChanged 22
		SP:Iteration 31Q (135410.900000 sec): 3 clusters
  Score: Raw -1102019.511478 + Penalty 2998.135374 = -1099021.376103
  nChanged 17
		SP:Iteration 32Q (135411.140000 sec): 3 clusters
  Score: Raw -1102023.831005 + Penalty 2998.135374 = -1099025.695631
  nChanged 17
		SP:Iteration 33Q (135411.390000 sec): 3 clusters
  Score: Raw -1102028.210459 + Penalty 2998.135374 = -1099030.075085
  nChanged 13
		SP:Iteration 34Q (135411.580000 sec): 3 clusters
  Score: Raw -1102031.947104 + Penalty 2998.135374 = -1099033.811730
  nChanged 14
		SP:Iteration 35Q (135411.780000 sec): 3 clusters
  Score: Raw -1102036.509533 + Penalty 2998.135374 = -1099038.374158
  nChanged 13
		SP:Iteration 36Q (135411.970000 sec): 3 clusters
  Score: Raw -1102041.006530 + Penalty 2998.135374 = -1099042.871156
  nChanged 8
		SP:Iteration 37Q (135412.180000 sec): 3 clusters
  Score: Raw -1102043.231842 + Penalty 2998.135374 = -1099045.096468
  nChanged 12
		SP:Iteration 38Q (135412.390000 sec): 3 clusters
  Score: Raw -1102046.814092 + Penalty 2998.135374 = -1099048.678718
  nChanged 16
		SP:Iteration 39Q (135412.600000 sec): 3 clusters
  Score: Raw -1102051.310585 + Penalty 2998.135374 = -1099053.175211
  nChanged 15
		SP:Iteration 40F (135412.830000 sec): 3 clusters
  Score: Raw -1102055.141194 + Penalty 2998.135374 = -1099057.005820
  nChanged 9
		SP:Iteration 41Q (135413.000000 sec): 3 clusters
  Score: Raw -1102056.645148 + Penalty 2998.135374 = -1099058.509774
  nChanged 10
		SP:Iteration 42Q (135413.190000 sec): 3 clusters
  Score: Raw -1102058.583787 + Penalty 2998.135374 = -1099060.448413
  nChanged 12
		SP:Iteration 43Q (135413.380000 sec): 3 clusters
  Score: Raw -1102062.161857 + Penalty 2998.135374 = -1099064.026483
  nChanged 12
		SP:Iteration 44Q (135413.590000 sec): 3 clusters
  Score: Raw -1102065.564819 + Penalty 2998.135374 = -1099067.429445
  nChanged 13
		SP:Iteration 45Q (135413.790000 sec): 3 clusters
  Score: Raw -1102068.969060 + Penalty 2998.135374 = -1099070.833685
  nChanged 10
		SP:Iteration 46Q (135414.000000 sec): 3 clusters
  Score: Raw -1102072.144236 + Penalty 2998.135374 = -1099074.008862
  nChanged 13
		SP:Iteration 47Q (135414.240000 sec): 3 clusters
  Score: Raw -1102076.198336 + Penalty 2998.135374 = -1099078.062961
  nChanged 13
		SP:Iteration 48Q (135414.420000 sec): 3 clusters
  Score: Raw -1102079.191496 + Penalty 2998.135374 = -1099081.056122
  nChanged 9
		SP:Iteration 49Q (135414.640000 sec): 3 clusters
  Score: Raw -1102081.910095 + Penalty 2998.135374 = -1099083.774721
  nChanged 11
		SP:Iteration 50Q (135414.850000 sec): 3 clusters
  Score: Raw -1102084.784966 + Penalty 2998.135374 = -1099086.649592
  nChanged 10
		SP:Iteration 51Q (135415.030000 sec): 3 clusters
  Score: Raw -1102088.247307 + Penalty 2998.135374 = -1099090.111932
  nChanged 7
		SP:Iteration 52Q (135415.230000 sec): 3 clusters
  Score: Raw -1102089.968695 + Penalty 2998.135374 = -1099091.833321
  nChanged 7
		SP:Iteration 53Q (135415.410000 sec): 3 clusters
  Score: Raw -1102091.401875 + Penalty 2998.135374 = -1099093.266501
  nChanged 7
		SP:Iteration 54Q (135415.620000 sec): 3 clusters
  Score: Raw -1102093.154847 + Penalty 2998.135374 = -1099095.019473
  nChanged 6
		SP:Iteration 55Q (135415.800000 sec): 3 clusters
  Score: Raw -1102095.373884 + Penalty 2998.135374 = -1099097.238509
  nChanged 8
		SP:Iteration 56Q (135416.010000 sec): 3 clusters
  Score: Raw -1102097.642392 + Penalty 2998.135374 = -1099099.507018
  nChanged 7
		SP:Iteration 57Q (135416.230000 sec): 3 clusters
  Score: Raw -1102099.290778 + Penalty 2998.135374 = -1099101.155404
  nChanged 3
		SP:Iteration 58Q (135416.420000 sec): 3 clusters
  Score: Raw -1102100.169048 + Penalty 2998.135374 = -1099102.033674
  nChanged 5
		SP:Iteration 59Q (135416.630000 sec): 3 clusters
  Score: Raw -1102101.561598 + Penalty 2998.135374 = -1099103.426224
  nChanged 5
		SP:Iteration 60F (135416.870000 sec): 3 clusters
  Score: Raw -1102103.066859 + Penalty 2998.135374 = -1099104.931485
  nChanged 12
		SP:Iteration 61Q (135417.090000 sec): 3 clusters
  Score: Raw -1102106.386681 + Penalty 2998.135374 = -1099108.251307
  nChanged 7
		SP:Iteration 62Q (135417.240000 sec): 3 clusters
  Score: Raw -1102108.361423 + Penalty 2998.135374 = -1099110.226049
  nChanged 8
		SP:Iteration 63Q (135417.470000 sec): 3 clusters
  Score: Raw -1102110.293478 + Penalty 2998.135374 = -1099112.158104
  nChanged 3
		SP:Iteration 64Q (135417.670000 sec): 3 clusters
  Score: Raw -1102110.662740 + Penalty 2998.135374 = -1099112.527365
  nChanged 1
		SP:Iteration 65Q (135417.870000 sec): 3 clusters
  Score: Raw -1102110.854355 + Penalty 2998.135374 = -1099112.718981
  nChanged 1
		SP:Iteration 66Q (135418.070000 sec): 3 clusters
  Score: Raw -1102110.940132 + Penalty 2998.135374 = -1099112.804758
  nChanged 0
		SP:Iteration 67F (135418.290000 sec): 3 clusters
  Score: Raw -1102110.940132 + Penalty 2998.135374 = -1099112.804758
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135418.430000 sec): 2 clusters
  Score: Raw -760363.887014 + Penalty 1436.570759 = -758927.316255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135418.590000 sec): 3 clusters
  Score: Raw -756555.186567 + Penalty 2873.141518 = -753682.045049
  nChanged 2998
		SP:Iteration 1F (135418.780000 sec): 3 clusters
  Score: Raw -758204.126738 + Penalty 2873.141518 = -755330.985220
  nChanged 484
		SP:Iteration 2F (135418.980000 sec): 3 clusters
  Score: Raw -758471.821161 + Penalty 2873.141518 = -755598.679643
  nChanged 390
		SP:Iteration 3F (135419.180000 sec): 3 clusters
  Score: Raw -758694.694383 + Penalty 2873.141518 = -755821.552866
  nChanged 339
		SP:Iteration 4Q (135419.370000 sec): 3 clusters
  Score: Raw -758870.431989 + Penalty 2873.141518 = -755997.290471
  nChanged 282
		SP:Iteration 5Q (135419.560000 sec): 3 clusters
  Score: Raw -759033.325010 + Penalty 2873.141518 = -756160.183492
  nChanged 272
		SP:Iteration 6Q (135419.760000 sec): 3 clusters
  Score: Raw -759173.609354 + Penalty 2873.141518 = -756300.467836
  nChanged 234
		SP:Iteration 7Q (135419.920000 sec): 3 clusters
  Score: Raw -759296.031118 + Penalty 2873.141518 = -756422.889601
  nChanged 220
		SP:Iteration 8Q (135420.110000 sec): 3 clusters
  Score: Raw -759399.478181 + Penalty 2873.141518 = -756526.336663
  nChanged 221
		SP:Iteration 9Q (135420.320000 sec): 3 clusters
  Score: Raw -759539.908551 + Penalty 2873.141518 = -756666.767033
  nChanged 240
		SP:Iteration 10Q (135420.520000 sec): 3 clusters
  Score: Raw -759685.183732 + Penalty 2873.141518 = -756812.042214
  nChanged 235
		SP:Iteration 11Q (135420.720000 sec): 3 clusters
  Score: Raw -759830.882442 + Penalty 2873.141518 = -756957.740925
  nChanged 205
		SP:Iteration 12Q (135420.900000 sec): 3 clusters
  Score: Raw -759945.925317 + Penalty 2873.141518 = -757072.783799
  nChanged 185
		SP:Iteration 13Q (135421.140000 sec): 3 clusters
  Score: Raw -760035.562541 + Penalty 2873.141518 = -757162.421023
  nChanged 141
		SP:Iteration 14Q (135421.320000 sec): 3 clusters
  Score: Raw -760087.053902 + Penalty 2873.141518 = -757213.912384
  nChanged 109
		SP:Iteration 15Q (135421.510000 sec): 3 clusters
  Score: Raw -760126.210460 + Penalty 2873.141518 = -757253.068942
  nChanged 109
		SP:Iteration 16Q (135421.680000 sec): 3 clusters
  Score: Raw -760162.295227 + Penalty 2873.141518 = -757289.153710
  nChanged 86
		SP:Iteration 17Q (135421.860000 sec): 3 clusters
  Score: Raw -760188.487055 + Penalty 2873.141518 = -757315.345537
  nChanged 74
		SP:Iteration 18Q (135422.050000 sec): 3 clusters
  Score: Raw -760213.629566 + Penalty 2873.141518 = -757340.488048
  nChanged 63
		SP:Iteration 19Q (135422.260000 sec): 3 clusters
  Score: Raw -760234.245089 + Penalty 2873.141518 = -757361.103571
  nChanged 76
		SP:Iteration 20F (135422.470000 sec): 3 clusters
  Score: Raw -760254.577620 + Penalty 2873.141518 = -757381.436102
  nChanged 55
		SP:Iteration 21Q (135422.680000 sec): 3 clusters
  Score: Raw -760272.128886 + Penalty 2873.141518 = -757398.987368
  nChanged 61
		SP:Iteration 22Q (135422.880000 sec): 3 clusters
  Score: Raw -760292.803810 + Penalty 2873.141518 = -757419.662292
  nChanged 62
		SP:Iteration 23Q (135423.140000 sec): 3 clusters
  Score: Raw -760313.102886 + Penalty 2873.141518 = -757439.961368
  nChanged 66
		SP:Iteration 24Q (135423.340000 sec): 3 clusters
  Score: Raw -760335.719098 + Penalty 2873.141518 = -757462.577580
  nChanged 65
		SP:Iteration 25Q (135423.560000 sec): 3 clusters
  Score: Raw -760355.408054 + Penalty 2873.141518 = -757482.266536
  nChanged 58
		SP:Iteration 26Q (135423.750000 sec): 3 clusters
  Score: Raw -760376.646651 + Penalty 2873.141518 = -757503.505134
  nChanged 55
		SP:Iteration 27Q (135423.950000 sec): 3 clusters
  Score: Raw -760395.986475 + Penalty 2873.141518 = -757522.844957
  nChanged 53
		SP:Iteration 28Q (135424.140000 sec): 3 clusters
  Score: Raw -760414.053106 + Penalty 2873.141518 = -757540.911588
  nChanged 50
		SP:Iteration 29Q (135424.310000 sec): 3 clusters
  Score: Raw -760432.660165 + Penalty 2873.141518 = -757559.518648
  nChanged 47
		SP:Iteration 30Q (135424.500000 sec): 3 clusters
  Score: Raw -760445.079686 + Penalty 2873.141518 = -757571.938169
  nChanged 40
		SP:Iteration 31Q (135424.710000 sec): 3 clusters
  Score: Raw -760455.231609 + Penalty 2873.141518 = -757582.090091
  nChanged 26
		SP:Iteration 32Q (135424.880000 sec): 3 clusters
  Score: Raw -760461.291825 + Penalty 2873.141518 = -757588.150308
  nChanged 19
		SP:Iteration 33Q (135425.040000 sec): 3 clusters
  Score: Raw -760466.187970 + Penalty 2873.141518 = -757593.046452
  nChanged 23
		SP:Iteration 34Q (135425.270000 sec): 3 clusters
  Score: Raw -760473.513418 + Penalty 2873.141518 = -757600.371900
  nChanged 21
		SP:Iteration 35Q (135425.490000 sec): 3 clusters
  Score: Raw -760479.438954 + Penalty 2873.141518 = -757606.297436
  nChanged 21
		SP:Iteration 36Q (135425.670000 sec): 3 clusters
  Score: Raw -760484.614628 + Penalty 2873.141518 = -757611.473110
  nChanged 15
		SP:Iteration 37Q (135425.850000 sec): 3 clusters
  Score: Raw -760489.345309 + Penalty 2873.141518 = -757616.203791
  nChanged 19
		SP:Iteration 38Q (135426.060000 sec): 3 clusters
  Score: Raw -760495.222283 + Penalty 2873.141518 = -757622.080765
  nChanged 20
		SP:Iteration 39Q (135426.250000 sec): 3 clusters
  Score: Raw -760500.838197 + Penalty 2873.141518 = -757627.696679
  nChanged 18
		SP:Iteration 40F (135426.440000 sec): 3 clusters
  Score: Raw -760505.456178 + Penalty 2873.141518 = -757632.314661
  nChanged 19
		SP:Iteration 41Q (135426.580000 sec): 3 clusters
  Score: Raw -760510.535391 + Penalty 2873.141518 = -757637.393873
  nChanged 19
		SP:Iteration 42Q (135426.790000 sec): 3 clusters
  Score: Raw -760515.706337 + Penalty 2873.141518 = -757642.564819
  nChanged 11
		SP:Iteration 43Q (135427.000000 sec): 3 clusters
  Score: Raw -760517.647296 + Penalty 2873.141518 = -757644.505779
  nChanged 12
		SP:Iteration 44Q (135427.180000 sec): 3 clusters
  Score: Raw -760520.533977 + Penalty 2873.141518 = -757647.392459
  nChanged 11
		SP:Iteration 45Q (135427.330000 sec): 3 clusters
  Score: Raw -760522.742393 + Penalty 2873.141518 = -757649.600875
  nChanged 13
		SP:Iteration 46Q (135427.510000 sec): 3 clusters
  Score: Raw -760525.685644 + Penalty 2873.141518 = -757652.544126
  nChanged 19
		SP:Iteration 47Q (135427.670000 sec): 3 clusters
  Score: Raw -760530.150798 + Penalty 2873.141518 = -757657.009280
  nChanged 11
		SP:Iteration 48Q (135427.830000 sec): 3 clusters
  Score: Raw -760532.654258 + Penalty 2873.141518 = -757659.512740
  nChanged 8
		SP:Iteration 49Q (135428.020000 sec): 3 clusters
  Score: Raw -760534.923786 + Penalty 2873.141518 = -757661.782269
  nChanged 14
		SP:Iteration 50Q (135428.240000 sec): 3 clusters
  Score: Raw -760537.498454 + Penalty 2873.141518 = -757664.356937
  nChanged 8
		SP:Iteration 51Q (135428.390000 sec): 3 clusters
  Score: Raw -760539.900570 + Penalty 2873.141518 = -757666.759052
  nChanged 12
		SP:Iteration 52Q (135428.610000 sec): 3 clusters
  Score: Raw -760543.114106 + Penalty 2873.141518 = -757669.972589
  nChanged 9
		SP:Iteration 53Q (135428.820000 sec): 3 clusters
  Score: Raw -760545.423906 + Penalty 2873.141518 = -757672.282388
  nChanged 11
		SP:Iteration 54Q (135429.000000 sec): 3 clusters
  Score: Raw -760547.788778 + Penalty 2873.141518 = -757674.647260
  nChanged 7
		SP:Iteration 55Q (135429.250000 sec): 3 clusters
  Score: Raw -760549.131421 + Penalty 2873.141518 = -757675.989903
  nChanged 4
		SP:Iteration 56Q (135429.450000 sec): 3 clusters
  Score: Raw -760550.735397 + Penalty 2873.141518 = -757677.593879
  nChanged 7
		SP:Iteration 57Q (135429.620000 sec): 3 clusters
  Score: Raw -760552.446351 + Penalty 2873.141518 = -757679.304833
  nChanged 10
		SP:Iteration 58Q (135429.860000 sec): 3 clusters
  Score: Raw -760555.461861 + Penalty 2873.141518 = -757682.320344
  nChanged 6
		SP:Iteration 59Q (135430.050000 sec): 3 clusters
  Score: Raw -760556.534621 + Penalty 2873.141518 = -757683.393104
  nChanged 1
		SP:Iteration 60F (135430.270000 sec): 3 clusters
  Score: Raw -760556.740343 + Penalty 2873.141518 = -757683.598825
  nChanged 3
		SP:Iteration 61Q (135430.470000 sec): 3 clusters
  Score: Raw -760557.330585 + Penalty 2873.141518 = -757684.189068
  nChanged 3
		SP:Iteration 62Q (135430.680000 sec): 3 clusters
  Score: Raw -760558.095602 + Penalty 2873.141518 = -757684.954084
  nChanged 3
		SP:Iteration 63Q (135430.840000 sec): 3 clusters
  Score: Raw -760558.567267 + Penalty 2873.141518 = -757685.425749
  nChanged 2
		SP:Iteration 64Q (135431.070000 sec): 3 clusters
  Score: Raw -760559.002832 + Penalty 2873.141518 = -757685.861315
  nChanged 1
		SP:Iteration 65Q (135431.230000 sec): 3 clusters
  Score: Raw -760559.273635 + Penalty 2873.141518 = -757686.132118
  nChanged 1
		SP:Iteration 66Q (135431.410000 sec): 3 clusters
  Score: Raw -760559.391543 + Penalty 2873.141518 = -757686.250025
  nChanged 0
		SP:Iteration 67F (135431.590000 sec): 3 clusters
  Score: Raw -760559.391543 + Penalty 2873.141518 = -757686.250025
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135431.670000 sec): 2 clusters
  Score: Raw -61467.072783 + Penalty 1037.319828 = -60429.752955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135431.840000 sec): 3 clusters
  Score: Raw -61355.892046 + Penalty 2074.639656 = -59281.252389
  nChanged 151
		SP:Iteration 1F (135432.020000 sec): 3 clusters
  Score: Raw -61552.299844 + Penalty 2074.639656 = -59477.660187
  nChanged 37
		SP:Iteration 2F (135432.200000 sec): 3 clusters
  Score: Raw -61630.910316 + Penalty 2074.639656 = -59556.270659
  nChanged 25
		SP:Iteration 3Q (135432.390000 sec): 3 clusters
  Score: Raw -61699.278802 + Penalty 2074.639656 = -59624.639145
  nChanged 16
		SP:Iteration 4Q (135432.520000 sec): 3 clusters
  Score: Raw -61739.505799 + Penalty 2074.639656 = -59664.866143
  nChanged 18
		SP:Iteration 5Q (135432.700000 sec): 3 clusters
  Score: Raw -61783.887239 + Penalty 2074.639656 = -59709.247583
  nChanged 9
		SP:Iteration 6Q (135432.790000 sec): 3 clusters
  Score: Raw -61806.227126 + Penalty 2074.639656 = -59731.587470
  nChanged 8
		SP:Iteration 7Q (135432.940000 sec): 3 clusters
  Score: Raw -61824.499131 + Penalty 2074.639656 = -59749.859475
  nChanged 8
		SP:Iteration 8Q (135433.080000 sec): 3 clusters
  Score: Raw -61840.935351 + Penalty 2074.639656 = -59766.295694
  nChanged 8
		SP:Iteration 9Q (135433.250000 sec): 3 clusters
  Score: Raw -61854.969882 + Penalty 2074.639656 = -59780.330226
  nChanged 6
		SP:Iteration 10Q (135433.420000 sec): 3 clusters
  Score: Raw -61868.467467 + Penalty 2074.639656 = -59793.827810
  nChanged 4
		SP:Iteration 11Q (135433.620000 sec): 3 clusters
  Score: Raw -61872.832904 + Penalty 2074.639656 = -59798.193248
  nChanged 3
		SP:Iteration 12Q (135433.780000 sec): 3 clusters
  Score: Raw -61876.252221 + Penalty 2074.639656 = -59801.612565
  nChanged 1
		SP:Iteration 13Q (135433.940000 sec): 3 clusters
  Score: Raw -61878.044120 + Penalty 2074.639656 = -59803.404464
  nChanged 0
		SP:Iteration 14F (135434.060000 sec): 3 clusters
  Score: Raw -61878.044120 + Penalty 2074.639656 = -59803.404464
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135434.230000 sec): 2 clusters
  Score: Raw -1264124.460626 + Penalty 1519.941781 = -1262604.518845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135434.440000 sec): 3 clusters
  Score: Raw -1257472.302356 + Penalty 3039.883561 = -1254432.418795
  nChanged 5125
		SP:Iteration 1F (135434.660000 sec): 3 clusters
  Score: Raw -1260459.016969 + Penalty 3039.883561 = -1257419.133408
  nChanged 773
		SP:Iteration 2F (135434.890000 sec): 3 clusters
  Score: Raw -1260898.659337 + Penalty 3039.883561 = -1257858.775776
  nChanged 712
		SP:Iteration 3F (135435.120000 sec): 3 clusters
  Score: Raw -1261335.901875 + Penalty 3039.883561 = -1258296.018313
  nChanged 723
		SP:Iteration 4F (135435.350000 sec): 3 clusters
  Score: Raw -1261844.923018 + Penalty 3039.883561 = -1258805.039456
  nChanged 732
		SP:Iteration 5F (135435.570000 sec): 3 clusters
  Score: Raw -1262360.248858 + Penalty 3039.883561 = -1259320.365297
  nChanged 636
		SP:Iteration 6F (135435.760000 sec): 3 clusters
  Score: Raw -1262796.430871 + Penalty 3039.883561 = -1259756.547310
  nChanged 610
		SP:Iteration 7F (135435.950000 sec): 3 clusters
  Score: Raw -1263214.611985 + Penalty 3039.883561 = -1260174.728424
  nChanged 491
		SP:Iteration 8Q (135436.150000 sec): 3 clusters
  Score: Raw -1263540.694023 + Penalty 3039.883561 = -1260500.810461
  nChanged 389
		SP:Iteration 9Q (135436.410000 sec): 3 clusters
  Score: Raw -1263760.744598 + Penalty 3039.883561 = -1260720.861037
  nChanged 316
		SP:Iteration 10Q (135436.620000 sec): 3 clusters
  Score: Raw -1263912.711828 + Penalty 3039.883561 = -1260872.828267
  nChanged 259
		SP:Iteration 11Q (135436.820000 sec): 3 clusters
  Score: Raw -1264025.002345 + Penalty 3039.883561 = -1260985.118784
  nChanged 213
		SP:Iteration 12Q (135437.050000 sec): 3 clusters
  Score: Raw -1264113.332242 + Penalty 3039.883561 = -1261073.448681
  nChanged 168
		SP:Iteration 13Q (135437.280000 sec): 3 clusters
  Score: Raw -1264179.136979 + Penalty 3039.883561 = -1261139.253417
  nChanged 148
		SP:Iteration 14Q (135437.510000 sec): 3 clusters
  Score: Raw -1264235.443950 + Penalty 3039.883561 = -1261195.560389
  nChanged 139
		SP:Iteration 15Q (135437.720000 sec): 3 clusters
  Score: Raw -1264282.235252 + Penalty 3039.883561 = -1261242.351691
  nChanged 131
		SP:Iteration 16Q (135437.930000 sec): 3 clusters
  Score: Raw -1264333.307559 + Penalty 3039.883561 = -1261293.423997
  nChanged 139
		SP:Iteration 17Q (135438.130000 sec): 3 clusters
  Score: Raw -1264383.026019 + Penalty 3039.883561 = -1261343.142458
  nChanged 126
		SP:Iteration 18Q (135438.370000 sec): 3 clusters
  Score: Raw -1264427.477097 + Penalty 3039.883561 = -1261387.593536
  nChanged 116
		SP:Iteration 19Q (135438.610000 sec): 3 clusters
  Score: Raw -1264469.830188 + Penalty 3039.883561 = -1261429.946626
  nChanged 108
		SP:Iteration 20F (135438.870000 sec): 3 clusters
  Score: Raw -1264505.697005 + Penalty 3039.883561 = -1261465.813444
  nChanged 105
		SP:Iteration 21Q (135439.050000 sec): 3 clusters
  Score: Raw -1264542.340530 + Penalty 3039.883561 = -1261502.456968
  nChanged 105
		SP:Iteration 22Q (135439.300000 sec): 3 clusters
  Score: Raw -1264581.122929 + Penalty 3039.883561 = -1261541.239368
  nChanged 111
		SP:Iteration 23Q (135439.450000 sec): 3 clusters
  Score: Raw -1264623.948698 + Penalty 3039.883561 = -1261584.065137
  nChanged 99
		SP:Iteration 24Q (135439.640000 sec): 3 clusters
  Score: Raw -1264664.091202 + Penalty 3039.883561 = -1261624.207640
  nChanged 109
		SP:Iteration 25Q (135439.820000 sec): 3 clusters
  Score: Raw -1264712.130367 + Penalty 3039.883561 = -1261672.246806
  nChanged 96
		SP:Iteration 26Q (135440.040000 sec): 3 clusters
  Score: Raw -1264758.801145 + Penalty 3039.883561 = -1261718.917584
  nChanged 103
		SP:Iteration 27Q (135440.170000 sec): 3 clusters
  Score: Raw -1264807.275794 + Penalty 3039.883561 = -1261767.392232
  nChanged 98
		SP:Iteration 28Q (135440.400000 sec): 3 clusters
  Score: Raw -1264853.024634 + Penalty 3039.883561 = -1261813.141073
  nChanged 72
		SP:Iteration 29Q (135440.620000 sec): 3 clusters
  Score: Raw -1264886.023121 + Penalty 3039.883561 = -1261846.139560
  nChanged 74
		SP:Iteration 30Q (135440.800000 sec): 3 clusters
  Score: Raw -1264915.783050 + Penalty 3039.883561 = -1261875.899488
  nChanged 54
		SP:Iteration 31Q (135440.990000 sec): 3 clusters
  Score: Raw -1264936.984973 + Penalty 3039.883561 = -1261897.101411
  nChanged 40
		SP:Iteration 32Q (135441.150000 sec): 3 clusters
  Score: Raw -1264954.431779 + Penalty 3039.883561 = -1261914.548217
  nChanged 29
		SP:Iteration 33Q (135441.350000 sec): 3 clusters
  Score: Raw -1264966.130401 + Penalty 3039.883561 = -1261926.246840
  nChanged 27
		SP:Iteration 34Q (135441.560000 sec): 3 clusters
  Score: Raw -1264974.736827 + Penalty 3039.883561 = -1261934.853265
  nChanged 27
		SP:Iteration 35Q (135441.750000 sec): 3 clusters
  Score: Raw -1264986.281998 + Penalty 3039.883561 = -1261946.398437
  nChanged 28
		SP:Iteration 36Q (135441.990000 sec): 3 clusters
  Score: Raw -1264995.293591 + Penalty 3039.883561 = -1261955.410030
  nChanged 18
		SP:Iteration 37Q (135442.170000 sec): 3 clusters
  Score: Raw -1265001.670686 + Penalty 3039.883561 = -1261961.787124
  nChanged 22
		SP:Iteration 38Q (135442.370000 sec): 3 clusters
  Score: Raw -1265010.184990 + Penalty 3039.883561 = -1261970.301429
  nChanged 20
		SP:Iteration 39Q (135442.630000 sec): 3 clusters
  Score: Raw -1265016.365563 + Penalty 3039.883561 = -1261976.482001
  nChanged 15
		SP:Iteration 40F (135442.850000 sec): 3 clusters
  Score: Raw -1265021.234123 + Penalty 3039.883561 = -1261981.350561
  nChanged 14
		SP:Iteration 41Q (135443.060000 sec): 3 clusters
  Score: Raw -1265026.524872 + Penalty 3039.883561 = -1261986.641311
  nChanged 14
		SP:Iteration 42Q (135443.250000 sec): 3 clusters
  Score: Raw -1265031.287391 + Penalty 3039.883561 = -1261991.403830
  nChanged 12
		SP:Iteration 43Q (135443.510000 sec): 3 clusters
  Score: Raw -1265035.247972 + Penalty 3039.883561 = -1261995.364410
  nChanged 12
		SP:Iteration 44Q (135443.710000 sec): 3 clusters
  Score: Raw -1265039.402144 + Penalty 3039.883561 = -1261999.518583
  nChanged 14
		SP:Iteration 45Q (135443.950000 sec): 3 clusters
  Score: Raw -1265043.895651 + Penalty 3039.883561 = -1262004.012090
  nChanged 12
		SP:Iteration 46Q (135444.180000 sec): 3 clusters
  Score: Raw -1265049.422382 + Penalty 3039.883561 = -1262009.538821
  nChanged 15
		SP:Iteration 47Q (135444.400000 sec): 3 clusters
  Score: Raw -1265055.582425 + Penalty 3039.883561 = -1262015.698863
  nChanged 20
		SP:Iteration 48Q (135444.640000 sec): 3 clusters
  Score: Raw -1265063.476760 + Penalty 3039.883561 = -1262023.593199
  nChanged 21
		SP:Iteration 49Q (135444.850000 sec): 3 clusters
  Score: Raw -1265072.173856 + Penalty 3039.883561 = -1262032.290294
  nChanged 7
		SP:Iteration 50Q (135445.090000 sec): 3 clusters
  Score: Raw -1265074.716692 + Penalty 3039.883561 = -1262034.833131
  nChanged 6
		SP:Iteration 51Q (135445.300000 sec): 3 clusters
  Score: Raw -1265076.684606 + Penalty 3039.883561 = -1262036.801045
  nChanged 4
		SP:Iteration 52Q (135445.480000 sec): 3 clusters
  Score: Raw -1265078.027288 + Penalty 3039.883561 = -1262038.143726
  nChanged 3
		SP:Iteration 53Q (135445.710000 sec): 3 clusters
  Score: Raw -1265079.658335 + Penalty 3039.883561 = -1262039.774774
  nChanged 4
		SP:Iteration 54Q (135445.950000 sec): 3 clusters
  Score: Raw -1265080.636820 + Penalty 3039.883561 = -1262040.753259
  nChanged 4
		SP:Iteration 55Q (135446.120000 sec): 3 clusters
  Score: Raw -1265081.752060 + Penalty 3039.883561 = -1262041.868499
  nChanged 0
		SP:Iteration 56F (135446.350000 sec): 3 clusters
  Score: Raw -1265081.752060 + Penalty 3039.883561 = -1262041.868499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135446.470000 sec): 2 clusters
  Score: Raw -442068.051088 + Penalty 1351.597324 = -440716.453763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135446.670000 sec): 3 clusters
  Score: Raw -439992.663701 + Penalty 2703.194649 = -437289.469052
  nChanged 1622
		SP:Iteration 1F (135446.830000 sec): 3 clusters
  Score: Raw -440964.652633 + Penalty 2703.194649 = -438261.457985
  nChanged 319
		SP:Iteration 2F (135446.990000 sec): 3 clusters
  Score: Raw -441155.358009 + Penalty 2703.194649 = -438452.163361
  nChanged 211
		SP:Iteration 3F (135447.210000 sec): 3 clusters
  Score: Raw -441284.257032 + Penalty 2703.194649 = -438581.062384
  nChanged 172
		SP:Iteration 4Q (135447.370000 sec): 3 clusters
  Score: Raw -441406.498427 + Penalty 2703.194649 = -438703.303778
  nChanged 173
		SP:Iteration 5Q (135447.580000 sec): 3 clusters
  Score: Raw -441532.428460 + Penalty 2703.194649 = -438829.233811
  nChanged 172
		SP:Iteration 6Q (135447.730000 sec): 3 clusters
  Score: Raw -441640.456412 + Penalty 2703.194649 = -438937.261764
  nChanged 169
		SP:Iteration 7Q (135447.920000 sec): 3 clusters
  Score: Raw -441758.684327 + Penalty 2703.194649 = -439055.489679
  nChanged 175
		SP:Iteration 8Q (135448.150000 sec): 3 clusters
  Score: Raw -441894.784755 + Penalty 2703.194649 = -439191.590106
  nChanged 183
		SP:Iteration 9Q (135448.350000 sec): 3 clusters
  Score: Raw -442029.771628 + Penalty 2703.194649 = -439326.576979
  nChanged 148
		SP:Iteration 10Q (135448.520000 sec): 3 clusters
  Score: Raw -442145.877948 + Penalty 2703.194649 = -439442.683300
  nChanged 135
		SP:Iteration 11Q (135448.710000 sec): 3 clusters
  Score: Raw -442229.924297 + Penalty 2703.194649 = -439526.729648
  nChanged 110
		SP:Iteration 12Q (135448.900000 sec): 3 clusters
  Score: Raw -442315.535005 + Penalty 2703.194649 = -439612.340356
  nChanged 103
		SP:Iteration 13Q (135449.100000 sec): 3 clusters
  Score: Raw -442385.720108 + Penalty 2703.194649 = -439682.525459
  nChanged 78
		SP:Iteration 14Q (135449.280000 sec): 3 clusters
  Score: Raw -442440.309191 + Penalty 2703.194649 = -439737.114543
  nChanged 66
		SP:Iteration 15Q (135449.470000 sec): 3 clusters
  Score: Raw -442476.040356 + Penalty 2703.194649 = -439772.845707
  nChanged 41
		SP:Iteration 16Q (135449.620000 sec): 3 clusters
  Score: Raw -442508.375010 + Penalty 2703.194649 = -439805.180361
  nChanged 53
		SP:Iteration 17Q (135449.800000 sec): 3 clusters
  Score: Raw -442544.474917 + Penalty 2703.194649 = -439841.280268
  nChanged 49
		SP:Iteration 18Q (135449.940000 sec): 3 clusters
  Score: Raw -442573.547113 + Penalty 2703.194649 = -439870.352464
  nChanged 28
		SP:Iteration 19Q (135450.130000 sec): 3 clusters
  Score: Raw -442592.896054 + Penalty 2703.194649 = -439889.701405
  nChanged 21
		SP:Iteration 20F (135450.250000 sec): 3 clusters
  Score: Raw -442601.924490 + Penalty 2703.194649 = -439898.729841
  nChanged 15
		SP:Iteration 21Q (135450.430000 sec): 3 clusters
  Score: Raw -442606.463235 + Penalty 2703.194649 = -439903.268586
  nChanged 6
		SP:Iteration 22Q (135450.590000 sec): 3 clusters
  Score: Raw -442608.503901 + Penalty 2703.194649 = -439905.309252
  nChanged 8
		SP:Iteration 23Q (135450.740000 sec): 3 clusters
  Score: Raw -442612.919914 + Penalty 2703.194649 = -439909.725265
  nChanged 9
		SP:Iteration 24Q (135450.940000 sec): 3 clusters
  Score: Raw -442616.536186 + Penalty 2703.194649 = -439913.341537
  nChanged 7
		SP:Iteration 25Q (135451.130000 sec): 3 clusters
  Score: Raw -442620.278314 + Penalty 2703.194649 = -439917.083666
  nChanged 7
		SP:Iteration 26Q (135451.280000 sec): 3 clusters
  Score: Raw -442622.331758 + Penalty 2703.194649 = -439919.137109
  nChanged 6
		SP:Iteration 27Q (135451.460000 sec): 3 clusters
  Score: Raw -442624.230871 + Penalty 2703.194649 = -439921.036222
  nChanged 4
		SP:Iteration 28Q (135451.680000 sec): 3 clusters
  Score: Raw -442625.340970 + Penalty 2703.194649 = -439922.146321
  nChanged 4
		SP:Iteration 29Q (135451.860000 sec): 3 clusters
  Score: Raw -442626.385170 + Penalty 2703.194649 = -439923.190522
  nChanged 1
		SP:Iteration 30Q (135452.010000 sec): 3 clusters
  Score: Raw -442626.683484 + Penalty 2703.194649 = -439923.488835
  nChanged 3
		SP:Iteration 31Q (135452.220000 sec): 3 clusters
  Score: Raw -442627.293750 + Penalty 2703.194649 = -439924.099101
  nChanged 4
		SP:Iteration 32Q (135452.410000 sec): 3 clusters
  Score: Raw -442629.040143 + Penalty 2703.194649 = -439925.845494
  nChanged 5
		SP:Iteration 33Q (135452.610000 sec): 3 clusters
  Score: Raw -442630.331190 + Penalty 2703.194649 = -439927.136541
  nChanged 3
		SP:Iteration 34Q (135452.820000 sec): 3 clusters
  Score: Raw -442631.687051 + Penalty 2703.194649 = -439928.492402
  nChanged 1
		SP:Iteration 35Q (135453.030000 sec): 3 clusters
  Score: Raw -442631.793442 + Penalty 2703.194649 = -439928.598793
  nChanged 0
		SP:Iteration 36F (135453.220000 sec): 3 clusters
  Score: Raw -442631.793442 + Penalty 2703.194649 = -439928.598793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135453.360000 sec): 2 clusters
  Score: Raw -1294225.089851 + Penalty 1536.006051 = -1292689.083800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135453.630000 sec): 3 clusters
  Score: Raw -1286833.723894 + Penalty 3072.012103 = -1283761.711792
  nChanged 5626
		SP:Iteration 1F (135453.890000 sec): 3 clusters
  Score: Raw -1290179.905483 + Penalty 3072.012103 = -1287107.893380
  nChanged 918
		SP:Iteration 2F (135454.130000 sec): 3 clusters
  Score: Raw -1290713.910288 + Penalty 3072.012103 = -1287641.898185
  nChanged 839
		SP:Iteration 3F (135454.350000 sec): 3 clusters
  Score: Raw -1291200.255764 + Penalty 3072.012103 = -1288128.243661
  nChanged 709
		SP:Iteration 4F (135454.610000 sec): 3 clusters
  Score: Raw -1291635.917055 + Penalty 3072.012103 = -1288563.904952
  nChanged 653
		SP:Iteration 5F (135454.810000 sec): 3 clusters
  Score: Raw -1292021.712678 + Penalty 3072.012103 = -1288949.700576
  nChanged 627
		SP:Iteration 6Q (135455.030000 sec): 3 clusters
  Score: Raw -1292403.192903 + Penalty 3072.012103 = -1289331.180800
  nChanged 563
		SP:Iteration 7Q (135455.250000 sec): 3 clusters
  Score: Raw -1292737.051100 + Penalty 3072.012103 = -1289665.038997
  nChanged 506
		SP:Iteration 8Q (135455.470000 sec): 3 clusters
  Score: Raw -1293026.948998 + Penalty 3072.012103 = -1289954.936895
  nChanged 444
		SP:Iteration 9Q (135455.700000 sec): 3 clusters
  Score: Raw -1293254.200979 + Penalty 3072.012103 = -1290182.188876
  nChanged 375
		SP:Iteration 10Q (135455.970000 sec): 3 clusters
  Score: Raw -1293435.520073 + Penalty 3072.012103 = -1290363.507970
  nChanged 314
		SP:Iteration 11Q (135456.170000 sec): 3 clusters
  Score: Raw -1293574.834332 + Penalty 3072.012103 = -1290502.822230
  nChanged 258
		SP:Iteration 12Q (135456.420000 sec): 3 clusters
  Score: Raw -1293676.147196 + Penalty 3072.012103 = -1290604.135093
  nChanged 210
		SP:Iteration 13Q (135456.670000 sec): 3 clusters
  Score: Raw -1293749.338365 + Penalty 3072.012103 = -1290677.326262
  nChanged 158
		SP:Iteration 14Q (135456.870000 sec): 3 clusters
  Score: Raw -1293795.046391 + Penalty 3072.012103 = -1290723.034288
  nChanged 152
		SP:Iteration 15Q (135457.120000 sec): 3 clusters
  Score: Raw -1293834.716127 + Penalty 3072.012103 = -1290762.704025
  nChanged 121
		SP:Iteration 16Q (135457.330000 sec): 3 clusters
  Score: Raw -1293865.697398 + Penalty 3072.012103 = -1290793.685295
  nChanged 111
		SP:Iteration 17Q (135457.540000 sec): 3 clusters
  Score: Raw -1293893.594422 + Penalty 3072.012103 = -1290821.582319
  nChanged 119
		SP:Iteration 18Q (135457.750000 sec): 3 clusters
  Score: Raw -1293926.379864 + Penalty 3072.012103 = -1290854.367761
  nChanged 109
		SP:Iteration 19Q (135457.960000 sec): 3 clusters
  Score: Raw -1293955.874096 + Penalty 3072.012103 = -1290883.861994
  nChanged 99
		SP:Iteration 20F (135458.160000 sec): 3 clusters
  Score: Raw -1293982.211945 + Penalty 3072.012103 = -1290910.199843
  nChanged 87
		SP:Iteration 21Q (135458.390000 sec): 3 clusters
  Score: Raw -1294003.426073 + Penalty 3072.012103 = -1290931.413970
  nChanged 70
		SP:Iteration 22Q (135458.630000 sec): 3 clusters
  Score: Raw -1294020.163113 + Penalty 3072.012103 = -1290948.151010
  nChanged 67
		SP:Iteration 23Q (135458.860000 sec): 3 clusters
  Score: Raw -1294034.682268 + Penalty 3072.012103 = -1290962.670165
  nChanged 60
		SP:Iteration 24Q (135459.100000 sec): 3 clusters
  Score: Raw -1294047.600478 + Penalty 3072.012103 = -1290975.588375
  nChanged 61
		SP:Iteration 25Q (135459.300000 sec): 3 clusters
  Score: Raw -1294060.625293 + Penalty 3072.012103 = -1290988.613191
  nChanged 59
		SP:Iteration 26Q (135459.500000 sec): 3 clusters
  Score: Raw -1294074.344334 + Penalty 3072.012103 = -1291002.332232
  nChanged 44
		SP:Iteration 27Q (135459.740000 sec): 3 clusters
  Score: Raw -1294083.424886 + Penalty 3072.012103 = -1291011.412783
  nChanged 50
		SP:Iteration 28Q (135459.950000 sec): 3 clusters
  Score: Raw -1294095.352753 + Penalty 3072.012103 = -1291023.340650
  nChanged 61
		SP:Iteration 29Q (135460.200000 sec): 3 clusters
  Score: Raw -1294113.924503 + Penalty 3072.012103 = -1291041.912401
  nChanged 77
		SP:Iteration 30Q (135460.440000 sec): 3 clusters
  Score: Raw -1294137.033714 + Penalty 3072.012103 = -1291065.021612
  nChanged 73
		SP:Iteration 31Q (135460.700000 sec): 3 clusters
  Score: Raw -1294157.376903 + Penalty 3072.012103 = -1291085.364801
  nChanged 68
		SP:Iteration 32Q (135460.910000 sec): 3 clusters
  Score: Raw -1294178.346861 + Penalty 3072.012103 = -1291106.334759
  nChanged 80
		SP:Iteration 33Q (135461.180000 sec): 3 clusters
  Score: Raw -1294204.282154 + Penalty 3072.012103 = -1291132.270051
  nChanged 77
		SP:Iteration 34Q (135461.380000 sec): 3 clusters
  Score: Raw -1294227.732754 + Penalty 3072.012103 = -1291155.720652
  nChanged 73
		SP:Iteration 35Q (135461.620000 sec): 3 clusters
  Score: Raw -1294249.963091 + Penalty 3072.012103 = -1291177.950989
  nChanged 68
		SP:Iteration 36Q (135461.890000 sec): 3 clusters
  Score: Raw -1294271.366378 + Penalty 3072.012103 = -1291199.354275
  nChanged 59
		SP:Iteration 37Q (135462.070000 sec): 3 clusters
  Score: Raw -1294290.058524 + Penalty 3072.012103 = -1291218.046422
  nChanged 62
		SP:Iteration 38Q (135462.310000 sec): 3 clusters
  Score: Raw -1294314.790670 + Penalty 3072.012103 = -1291242.778568
  nChanged 71
		SP:Iteration 39Q (135462.530000 sec): 3 clusters
  Score: Raw -1294343.170201 + Penalty 3072.012103 = -1291271.158098
  nChanged 62
		SP:Iteration 40F (135462.770000 sec): 3 clusters
  Score: Raw -1294365.719728 + Penalty 3072.012103 = -1291293.707625
  nChanged 59
		SP:Iteration 41Q (135462.990000 sec): 3 clusters
  Score: Raw -1294387.094245 + Penalty 3072.012103 = -1291315.082143
  nChanged 46
		SP:Iteration 42Q (135463.220000 sec): 3 clusters
  Score: Raw -1294404.134994 + Penalty 3072.012103 = -1291332.122891
  nChanged 44
		SP:Iteration 43Q (135463.470000 sec): 3 clusters
  Score: Raw -1294420.707114 + Penalty 3072.012103 = -1291348.695012
  nChanged 45
		SP:Iteration 44Q (135463.700000 sec): 3 clusters
  Score: Raw -1294437.283102 + Penalty 3072.012103 = -1291365.270999
  nChanged 45
		SP:Iteration 45Q (135463.940000 sec): 3 clusters
  Score: Raw -1294451.653871 + Penalty 3072.012103 = -1291379.641769
  nChanged 31
		SP:Iteration 46Q (135464.160000 sec): 3 clusters
  Score: Raw -1294461.785476 + Penalty 3072.012103 = -1291389.773373
  nChanged 27
		SP:Iteration 47Q (135464.390000 sec): 3 clusters
  Score: Raw -1294469.280298 + Penalty 3072.012103 = -1291397.268195
  nChanged 25
		SP:Iteration 48Q (135464.650000 sec): 3 clusters
  Score: Raw -1294476.135482 + Penalty 3072.012103 = -1291404.123380
  nChanged 24
		SP:Iteration 49Q (135464.850000 sec): 3 clusters
  Score: Raw -1294484.858507 + Penalty 3072.012103 = -1291412.846405
  nChanged 23
		SP:Iteration 50Q (135465.100000 sec): 3 clusters
  Score: Raw -1294493.689854 + Penalty 3072.012103 = -1291421.677752
  nChanged 23
		SP:Iteration 51Q (135465.320000 sec): 3 clusters
  Score: Raw -1294503.840239 + Penalty 3072.012103 = -1291431.828136
  nChanged 30
		SP:Iteration 52Q (135465.540000 sec): 3 clusters
  Score: Raw -1294513.116508 + Penalty 3072.012103 = -1291441.104405
  nChanged 30
		SP:Iteration 53Q (135465.780000 sec): 3 clusters
  Score: Raw -1294526.276844 + Penalty 3072.012103 = -1291454.264741
  nChanged 31
		SP:Iteration 54Q (135466.000000 sec): 3 clusters
  Score: Raw -1294538.911069 + Penalty 3072.012103 = -1291466.898966
  nChanged 24
		SP:Iteration 55Q (135466.230000 sec): 3 clusters
  Score: Raw -1294548.257682 + Penalty 3072.012103 = -1291476.245579
  nChanged 25
		SP:Iteration 56Q (135466.410000 sec): 3 clusters
  Score: Raw -1294557.976999 + Penalty 3072.012103 = -1291485.964897
  nChanged 19
		SP:Iteration 57Q (135466.620000 sec): 3 clusters
  Score: Raw -1294563.188751 + Penalty 3072.012103 = -1291491.176649
  nChanged 16
		SP:Iteration 58Q (135466.820000 sec): 3 clusters
  Score: Raw -1294568.637211 + Penalty 3072.012103 = -1291496.625108
  nChanged 16
		SP:Iteration 59Q (135467.050000 sec): 3 clusters
  Score: Raw -1294576.069385 + Penalty 3072.012103 = -1291504.057282
  nChanged 22
		SP:Iteration 60F (135467.280000 sec): 3 clusters
  Score: Raw -1294583.275601 + Penalty 3072.012103 = -1291511.263499
  nChanged 19
		SP:Iteration 61Q (135467.540000 sec): 3 clusters
  Score: Raw -1294590.292990 + Penalty 3072.012103 = -1291518.280888
  nChanged 12
		SP:Iteration 62Q (135467.720000 sec): 3 clusters
  Score: Raw -1294595.050392 + Penalty 3072.012103 = -1291523.038290
  nChanged 9
		SP:Iteration 63Q (135467.910000 sec): 3 clusters
  Score: Raw -1294599.040182 + Penalty 3072.012103 = -1291527.028079
  nChanged 11
		SP:Iteration 64Q (135468.130000 sec): 3 clusters
  Score: Raw -1294603.301834 + Penalty 3072.012103 = -1291531.289732
  nChanged 10
		SP:Iteration 65Q (135468.390000 sec): 3 clusters
  Score: Raw -1294606.476726 + Penalty 3072.012103 = -1291534.464624
  nChanged 7
		SP:Iteration 66Q (135468.590000 sec): 3 clusters
  Score: Raw -1294608.323678 + Penalty 3072.012103 = -1291536.311576
  nChanged 8
		SP:Iteration 67Q (135468.830000 sec): 3 clusters
  Score: Raw -1294611.413409 + Penalty 3072.012103 = -1291539.401307
  nChanged 13
		SP:Iteration 68Q (135469.060000 sec): 3 clusters
  Score: Raw -1294615.833551 + Penalty 3072.012103 = -1291543.821448
  nChanged 11
		SP:Iteration 69Q (135469.270000 sec): 3 clusters
  Score: Raw -1294618.799963 + Penalty 3072.012103 = -1291546.787861
  nChanged 6
		SP:Iteration 70Q (135469.480000 sec): 3 clusters
  Score: Raw -1294620.279921 + Penalty 3072.012103 = -1291548.267818
  nChanged 2
		SP:Iteration 71Q (135469.670000 sec): 3 clusters
  Score: Raw -1294620.787005 + Penalty 3072.012103 = -1291548.774902
  nChanged 2
		SP:Iteration 72Q (135469.910000 sec): 3 clusters
  Score: Raw -1294621.288271 + Penalty 3072.012103 = -1291549.276168
  nChanged 0
		SP:Iteration 73F (135470.110000 sec): 3 clusters
  Score: Raw -1294621.288271 + Penalty 3072.012103 = -1291549.276168
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135470.270000 sec): 2 clusters
  Score: Raw -1195062.926856 + Penalty 1507.081469 = -1193555.845387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135470.470000 sec): 3 clusters
  Score: Raw -1189013.643603 + Penalty 3014.162938 = -1185999.480665
  nChanged 4600
		SP:Iteration 1F (135470.680000 sec): 3 clusters
  Score: Raw -1191405.160757 + Penalty 3014.162938 = -1188390.997819
  nChanged 627
		SP:Iteration 2F (135470.910000 sec): 3 clusters
  Score: Raw -1191685.079123 + Penalty 3014.162938 = -1188670.916184
  nChanged 544
		SP:Iteration 3F (135471.150000 sec): 3 clusters
  Score: Raw -1191906.215127 + Penalty 3014.162938 = -1188892.052189
  nChanged 455
		SP:Iteration 4Q (135471.340000 sec): 3 clusters
  Score: Raw -1192116.147989 + Penalty 3014.162938 = -1189101.985051
  nChanged 480
		SP:Iteration 5Q (135471.580000 sec): 3 clusters
  Score: Raw -1192365.140907 + Penalty 3014.162938 = -1189350.977969
  nChanged 529
		SP:Iteration 6Q (135471.730000 sec): 3 clusters
  Score: Raw -1192682.069433 + Penalty 3014.162938 = -1189667.906495
  nChanged 567
		SP:Iteration 7F (135471.960000 sec): 3 clusters
  Score: Raw -1193041.162508 + Penalty 3014.162938 = -1190026.999570
  nChanged 580
		SP:Iteration 8F (135472.170000 sec): 3 clusters
  Score: Raw -1193418.641252 + Penalty 3014.162938 = -1190404.478314
  nChanged 549
		SP:Iteration 9F (135472.370000 sec): 3 clusters
  Score: Raw -1193797.400859 + Penalty 3014.162938 = -1190783.237921
  nChanged 534
		SP:Iteration 10F (135472.570000 sec): 3 clusters
  Score: Raw -1194108.069123 + Penalty 3014.162938 = -1191093.906184
  nChanged 433
		SP:Iteration 11Q (135472.780000 sec): 3 clusters
  Score: Raw -1194303.272789 + Penalty 3014.162938 = -1191289.109851
  nChanged 282
		SP:Iteration 12Q (135473.010000 sec): 3 clusters
  Score: Raw -1194400.615833 + Penalty 3014.162938 = -1191386.452895
  nChanged 219
		SP:Iteration 13Q (135473.270000 sec): 3 clusters
  Score: Raw -1194453.971831 + Penalty 3014.162938 = -1191439.808892
  nChanged 153
		SP:Iteration 14Q (135473.490000 sec): 3 clusters
  Score: Raw -1194490.206883 + Penalty 3014.162938 = -1191476.043944
  nChanged 131
		SP:Iteration 15Q (135473.690000 sec): 3 clusters
  Score: Raw -1194517.324553 + Penalty 3014.162938 = -1191503.161615
  nChanged 100
		SP:Iteration 16Q (135473.880000 sec): 3 clusters
  Score: Raw -1194536.045501 + Penalty 3014.162938 = -1191521.882563
  nChanged 81
		SP:Iteration 17Q (135474.090000 sec): 3 clusters
  Score: Raw -1194551.480180 + Penalty 3014.162938 = -1191537.317242
  nChanged 91
		SP:Iteration 18Q (135474.370000 sec): 3 clusters
  Score: Raw -1194568.385543 + Penalty 3014.162938 = -1191554.222605
  nChanged 83
		SP:Iteration 19Q (135474.570000 sec): 3 clusters
  Score: Raw -1194583.118756 + Penalty 3014.162938 = -1191568.955817
  nChanged 90
		SP:Iteration 20F (135474.820000 sec): 3 clusters
  Score: Raw -1194599.548672 + Penalty 3014.162938 = -1191585.385734
  nChanged 74
		SP:Iteration 21Q (135474.990000 sec): 3 clusters
  Score: Raw -1194614.669115 + Penalty 3014.162938 = -1191600.506177
  nChanged 89
		SP:Iteration 22Q (135475.210000 sec): 3 clusters
  Score: Raw -1194633.997140 + Penalty 3014.162938 = -1191619.834201
  nChanged 90
		SP:Iteration 23Q (135475.420000 sec): 3 clusters
  Score: Raw -1194649.940043 + Penalty 3014.162938 = -1191635.777105
  nChanged 78
		SP:Iteration 24Q (135475.660000 sec): 3 clusters
  Score: Raw -1194664.303810 + Penalty 3014.162938 = -1191650.140871
  nChanged 82
		SP:Iteration 25Q (135475.900000 sec): 3 clusters
  Score: Raw -1194682.162679 + Penalty 3014.162938 = -1191667.999741
  nChanged 77
		SP:Iteration 26Q (135476.110000 sec): 3 clusters
  Score: Raw -1194697.931576 + Penalty 3014.162938 = -1191683.768638
  nChanged 77
		SP:Iteration 27Q (135476.320000 sec): 3 clusters
  Score: Raw -1194713.626259 + Penalty 3014.162938 = -1191699.463321
  nChanged 83
		SP:Iteration 28Q (135476.570000 sec): 3 clusters
  Score: Raw -1194733.121293 + Penalty 3014.162938 = -1191718.958355
  nChanged 80
		SP:Iteration 29Q (135476.850000 sec): 3 clusters
  Score: Raw -1194750.796653 + Penalty 3014.162938 = -1191736.633715
  nChanged 92
		SP:Iteration 30Q (135477.030000 sec): 3 clusters
  Score: Raw -1194772.408042 + Penalty 3014.162938 = -1191758.245104
  nChanged 99
		SP:Iteration 31Q (135477.280000 sec): 3 clusters
  Score: Raw -1194794.417048 + Penalty 3014.162938 = -1191780.254109
  nChanged 95
		SP:Iteration 32Q (135477.460000 sec): 3 clusters
  Score: Raw -1194814.283220 + Penalty 3014.162938 = -1191800.120282
  nChanged 73
		SP:Iteration 33Q (135477.670000 sec): 3 clusters
  Score: Raw -1194827.058396 + Penalty 3014.162938 = -1191812.895458
  nChanged 53
		SP:Iteration 34Q (135477.880000 sec): 3 clusters
  Score: Raw -1194835.642986 + Penalty 3014.162938 = -1191821.480048
  nChanged 48
		SP:Iteration 35Q (135478.120000 sec): 3 clusters
  Score: Raw -1194842.790135 + Penalty 3014.162938 = -1191828.627197
  nChanged 42
		SP:Iteration 36Q (135478.360000 sec): 3 clusters
  Score: Raw -1194849.336316 + Penalty 3014.162938 = -1191835.173378
  nChanged 41
		SP:Iteration 37Q (135478.580000 sec): 3 clusters
  Score: Raw -1194856.324033 + Penalty 3014.162938 = -1191842.161095
  nChanged 44
		SP:Iteration 38Q (135478.790000 sec): 3 clusters
  Score: Raw -1194863.996827 + Penalty 3014.162938 = -1191849.833889
  nChanged 50
		SP:Iteration 39Q (135478.990000 sec): 3 clusters
  Score: Raw -1194871.837864 + Penalty 3014.162938 = -1191857.674926
  nChanged 53
		SP:Iteration 40F (135479.210000 sec): 3 clusters
  Score: Raw -1194881.865110 + Penalty 3014.162938 = -1191867.702172
  nChanged 50
		SP:Iteration 41Q (135479.420000 sec): 3 clusters
  Score: Raw -1194890.864288 + Penalty 3014.162938 = -1191876.701350
  nChanged 56
		SP:Iteration 42Q (135479.630000 sec): 3 clusters
  Score: Raw -1194901.141996 + Penalty 3014.162938 = -1191886.979058
  nChanged 62
		SP:Iteration 43Q (135479.860000 sec): 3 clusters
  Score: Raw -1194912.402526 + Penalty 3014.162938 = -1191898.239588
  nChanged 58
		SP:Iteration 44Q (135480.080000 sec): 3 clusters
  Score: Raw -1194924.450838 + Penalty 3014.162938 = -1191910.287900
  nChanged 63
		SP:Iteration 45Q (135480.250000 sec): 3 clusters
  Score: Raw -1194937.110472 + Penalty 3014.162938 = -1191922.947534
  nChanged 58
		SP:Iteration 46Q (135480.480000 sec): 3 clusters
  Score: Raw -1194950.223819 + Penalty 3014.162938 = -1191936.060881
  nChanged 72
		SP:Iteration 47Q (135480.650000 sec): 3 clusters
  Score: Raw -1194963.570362 + Penalty 3014.162938 = -1191949.407424
  nChanged 53
		SP:Iteration 48Q (135480.850000 sec): 3 clusters
  Score: Raw -1194973.257332 + Penalty 3014.162938 = -1191959.094394
  nChanged 60
		SP:Iteration 49Q (135481.050000 sec): 3 clusters
  Score: Raw -1194985.673355 + Penalty 3014.162938 = -1191971.510417
  nChanged 57
		SP:Iteration 50Q (135481.280000 sec): 3 clusters
  Score: Raw -1194998.871276 + Penalty 3014.162938 = -1191984.708337
  nChanged 54
		SP:Iteration 51Q (135481.510000 sec): 3 clusters
  Score: Raw -1195011.860144 + Penalty 3014.162938 = -1191997.697206
  nChanged 56
		SP:Iteration 52Q (135481.730000 sec): 3 clusters
  Score: Raw -1195024.389911 + Penalty 3014.162938 = -1192010.226972
  nChanged 61
		SP:Iteration 53Q (135481.930000 sec): 3 clusters
  Score: Raw -1195038.690128 + Penalty 3014.162938 = -1192024.527190
  nChanged 60
		SP:Iteration 54Q (135482.140000 sec): 3 clusters
  Score: Raw -1195051.859865 + Penalty 3014.162938 = -1192037.696927
  nChanged 55
		SP:Iteration 55Q (135482.350000 sec): 3 clusters
  Score: Raw -1195064.337136 + Penalty 3014.162938 = -1192050.174198
  nChanged 56
		SP:Iteration 56Q (135482.530000 sec): 3 clusters
  Score: Raw -1195075.401540 + Penalty 3014.162938 = -1192061.238602
  nChanged 54
		SP:Iteration 57Q (135482.770000 sec): 3 clusters
  Score: Raw -1195087.275811 + Penalty 3014.162938 = -1192073.112873
  nChanged 49
		SP:Iteration 58Q (135482.960000 sec): 3 clusters
  Score: Raw -1195097.890207 + Penalty 3014.162938 = -1192083.727269
  nChanged 44
		SP:Iteration 59Q (135483.210000 sec): 3 clusters
  Score: Raw -1195108.469525 + Penalty 3014.162938 = -1192094.306587
  nChanged 47
		SP:Iteration 60F (135483.420000 sec): 3 clusters
  Score: Raw -1195119.635206 + Penalty 3014.162938 = -1192105.472268
  nChanged 51
		SP:Iteration 61Q (135483.670000 sec): 3 clusters
  Score: Raw -1195131.530676 + Penalty 3014.162938 = -1192117.367738
  nChanged 43
		SP:Iteration 62Q (135483.940000 sec): 3 clusters
  Score: Raw -1195141.591720 + Penalty 3014.162938 = -1192127.428782
  nChanged 35
		SP:Iteration 63Q (135484.180000 sec): 3 clusters
  Score: Raw -1195148.380899 + Penalty 3014.162938 = -1192134.217961
  nChanged 30
		SP:Iteration 64Q (135484.380000 sec): 3 clusters
  Score: Raw -1195154.580329 + Penalty 3014.162938 = -1192140.417391
  nChanged 34
		SP:Iteration 65Q (135484.610000 sec): 3 clusters
  Score: Raw -1195162.247969 + Penalty 3014.162938 = -1192148.085031
  nChanged 34
		SP:Iteration 66Q (135484.870000 sec): 3 clusters
  Score: Raw -1195171.264370 + Penalty 3014.162938 = -1192157.101432
  nChanged 42
		SP:Iteration 67Q (135485.090000 sec): 3 clusters
  Score: Raw -1195182.887905 + Penalty 3014.162938 = -1192168.724967
  nChanged 42
		SP:Iteration 68Q (135485.290000 sec): 3 clusters
  Score: Raw -1195193.837816 + Penalty 3014.162938 = -1192179.674878
  nChanged 34
		SP:Iteration 69Q (135485.450000 sec): 3 clusters
  Score: Raw -1195201.386460 + Penalty 3014.162938 = -1192187.223522
  nChanged 30
		SP:Iteration 70Q (135485.670000 sec): 3 clusters
  Score: Raw -1195207.025207 + Penalty 3014.162938 = -1192192.862269
  nChanged 19
		SP:Iteration 71Q (135485.850000 sec): 3 clusters
  Score: Raw -1195211.046095 + Penalty 3014.162938 = -1192196.883157
  nChanged 22
		SP:Iteration 72Q (135486.050000 sec): 3 clusters
  Score: Raw -1195217.621179 + Penalty 3014.162938 = -1192203.458241
  nChanged 25
		SP:Iteration 73Q (135486.250000 sec): 3 clusters
  Score: Raw -1195224.925004 + Penalty 3014.162938 = -1192210.762066
  nChanged 27
		SP:Iteration 74Q (135486.460000 sec): 3 clusters
  Score: Raw -1195231.695381 + Penalty 3014.162938 = -1192217.532443
  nChanged 22
		SP:Iteration 75Q (135486.670000 sec): 3 clusters
  Score: Raw -1195235.795191 + Penalty 3014.162938 = -1192221.632253
  nChanged 15
		SP:Iteration 76Q (135486.890000 sec): 3 clusters
  Score: Raw -1195238.139098 + Penalty 3014.162938 = -1192223.976160
  nChanged 7
		SP:Iteration 77Q (135487.090000 sec): 3 clusters
  Score: Raw -1195239.365761 + Penalty 3014.162938 = -1192225.202823
  nChanged 6
		SP:Iteration 78Q (135487.310000 sec): 3 clusters
  Score: Raw -1195240.347773 + Penalty 3014.162938 = -1192226.184835
  nChanged 3
		SP:Iteration 79Q (135487.530000 sec): 3 clusters
  Score: Raw -1195240.707636 + Penalty 3014.162938 = -1192226.544698
  nChanged 2
		SP:Iteration 80F (135487.720000 sec): 3 clusters
  Score: Raw -1195241.058410 + Penalty 3014.162938 = -1192226.895472
  nChanged 1
		SP:Iteration 81Q (135487.990000 sec): 3 clusters
  Score: Raw -1195241.160178 + Penalty 3014.162938 = -1192226.997240
  nChanged 0
		SP:Iteration 82F (135488.180000 sec): 3 clusters
  Score: Raw -1195241.160178 + Penalty 3014.162938 = -1192226.997240
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (12052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135488.320000 sec): 2 clusters
  Score: Raw -1235732.180491 + Penalty 1527.010209 = -1234205.170283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135488.560000 sec): 3 clusters
  Score: Raw -1228800.764537 + Penalty 3054.020418 = -1225746.744120
  nChanged 5270
		SP:Iteration 1F (135488.810000 sec): 3 clusters
  Score: Raw -1232185.561270 + Penalty 3054.020418 = -1229131.540852
  nChanged 987
		SP:Iteration 2F (135488.990000 sec): 3 clusters
  Score: Raw -1232807.519945 + Penalty 3054.020418 = -1229753.499527
  nChanged 856
		SP:Iteration 3F (135489.220000 sec): 3 clusters
  Score: Raw -1233327.837932 + Penalty 3054.020418 = -1230273.817514
  nChanged 718
		SP:Iteration 4F (135489.440000 sec): 3 clusters
  Score: Raw -1233792.248553 + Penalty 3054.020418 = -1230738.228136
  nChanged 665
		SP:Iteration 5F (135489.640000 sec): 3 clusters
  Score: Raw -1234210.396066 + Penalty 3054.020418 = -1231156.375648
  nChanged 574
		SP:Iteration 6Q (135489.890000 sec): 3 clusters
  Score: Raw -1234597.028617 + Penalty 3054.020418 = -1231543.008199
  nChanged 538
		SP:Iteration 7Q (135490.110000 sec): 3 clusters
  Score: Raw -1235005.860152 + Penalty 3054.020418 = -1231951.839734
  nChanged 487
		SP:Iteration 8Q (135490.400000 sec): 3 clusters
  Score: Raw -1235400.844881 + Penalty 3054.020418 = -1232346.824463
  nChanged 379
		SP:Iteration 9Q (135490.610000 sec): 3 clusters
  Score: Raw -1235680.219538 + Penalty 3054.020418 = -1232626.199121
  nChanged 305
		SP:Iteration 10Q (135490.820000 sec): 3 clusters
  Score: Raw -1235909.659241 + Penalty 3054.020418 = -1232855.638824
  nChanged 216
		SP:Iteration 11Q (135491.060000 sec): 3 clusters
  Score: Raw -1236079.934414 + Penalty 3054.020418 = -1233025.913996
  nChanged 135
		SP:Iteration 12Q (135491.270000 sec): 3 clusters
  Score: Raw -1236176.678686 + Penalty 3054.020418 = -1233122.658268
  nChanged 88
		SP:Iteration 13Q (135491.490000 sec): 3 clusters
  Score: Raw -1236230.877430 + Penalty 3054.020418 = -1233176.857013
  nChanged 53
		SP:Iteration 14Q (135491.750000 sec): 3 clusters
  Score: Raw -1236260.739512 + Penalty 3054.020418 = -1233206.719094
  nChanged 37
		SP:Iteration 15Q (135491.940000 sec): 3 clusters
  Score: Raw -1236287.843990 + Penalty 3054.020418 = -1233233.823572
  nChanged 36
		SP:Iteration 16Q (135492.160000 sec): 3 clusters
  Score: Raw -1236313.206571 + Penalty 3054.020418 = -1233259.186153
  nChanged 32
		SP:Iteration 17Q (135492.410000 sec): 3 clusters
  Score: Raw -1236340.288393 + Penalty 3054.020418 = -1233286.267975
  nChanged 34
		SP:Iteration 18Q (135492.600000 sec): 3 clusters
  Score: Raw -1236359.322973 + Penalty 3054.020418 = -1233305.302555
  nChanged 15
		SP:Iteration 19Q (135492.800000 sec): 3 clusters
  Score: Raw -1236368.904579 + Penalty 3054.020418 = -1233314.884162
  nChanged 13
		SP:Iteration 20F (135493.050000 sec): 3 clusters
  Score: Raw -1236374.734264 + Penalty 3054.020418 = -1233320.713847
  nChanged 10
		SP:Iteration 21Q (135493.200000 sec): 3 clusters
  Score: Raw -1236380.056669 + Penalty 3054.020418 = -1233326.036252
  nChanged 11
		SP:Iteration 22Q (135493.420000 sec): 3 clusters
  Score: Raw -1236385.871472 + Penalty 3054.020418 = -1233331.851054
  nChanged 12
		SP:Iteration 23Q (135493.650000 sec): 3 clusters
  Score: Raw -1236391.358749 + Penalty 3054.020418 = -1233337.338332
  nChanged 11
		SP:Iteration 24Q (135493.800000 sec): 3 clusters
  Score: Raw -1236395.980789 + Penalty 3054.020418 = -1233341.960372
  nChanged 7
		SP:Iteration 25Q (135494.020000 sec): 3 clusters
  Score: Raw -1236400.506511 + Penalty 3054.020418 = -1233346.486093
  nChanged 11
		SP:Iteration 26Q (135494.240000 sec): 3 clusters
  Score: Raw -1236408.932252 + Penalty 3054.020418 = -1233354.911835
  nChanged 15
		SP:Iteration 27Q (135494.490000 sec): 3 clusters
  Score: Raw -1236417.289839 + Penalty 3054.020418 = -1233363.269422
  nChanged 12
		SP:Iteration 28Q (135494.730000 sec): 3 clusters
  Score: Raw -1236424.282417 + Penalty 3054.020418 = -1233370.261999
  nChanged 11
		SP:Iteration 29Q (135494.940000 sec): 3 clusters
  Score: Raw -1236431.385530 + Penalty 3054.020418 = -1233377.365112
  nChanged 12
		SP:Iteration 30Q (135495.190000 sec): 3 clusters
  Score: Raw -1236434.586899 + Penalty 3054.020418 = -1233380.566482
  nChanged 4
		SP:Iteration 31Q (135495.420000 sec): 3 clusters
  Score: Raw -1236437.019512 + Penalty 3054.020418 = -1233382.999094
  nChanged 5
		SP:Iteration 32Q (135495.600000 sec): 3 clusters
  Score: Raw -1236438.860259 + Penalty 3054.020418 = -1233384.839842
  nChanged 3
		SP:Iteration 33Q (135495.840000 sec): 3 clusters
  Score: Raw -1236440.269297 + Penalty 3054.020418 = -1233386.248879
  nChanged 0
		SP:Iteration 34F (135496.080000 sec): 3 clusters
  Score: Raw -1236440.269297 + Penalty 3054.020418 = -1233386.248879
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135496.310000 sec): 2 clusters
  Score: Raw -3127773.609543 + Penalty 1666.155360 = -3126107.454183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135496.630000 sec): 3 clusters
  Score: Raw -3110344.852244 + Penalty 3332.310720 = -3107012.541524
  nChanged 12956
		SP:Iteration 1F (135496.910000 sec): 3 clusters
  Score: Raw -3117587.711770 + Penalty 3332.310720 = -3114255.401049
  nChanged 1268
		SP:Iteration 2Q (135497.220000 sec): 3 clusters
  Score: Raw -3118024.005033 + Penalty 3332.310720 = -3114691.694313
  nChanged 1258
		SP:Iteration 3Q (135497.570000 sec): 3 clusters
  Score: Raw -3118487.007676 + Penalty 3332.310720 = -3115154.696956
  nChanged 1222
		SP:Iteration 4Q (135497.910000 sec): 3 clusters
  Score: Raw -3118991.858914 + Penalty 3332.310720 = -3115659.548193
  nChanged 1259
		SP:Iteration 5Q (135498.270000 sec): 3 clusters
  Score: Raw -3119603.081094 + Penalty 3332.310720 = -3116270.770374
  nChanged 1325
		SP:Iteration 6Q (135498.640000 sec): 3 clusters
  Score: Raw -3120323.964124 + Penalty 3332.310720 = -3116991.653404
  nChanged 1408
		SP:Iteration 7Q (135498.990000 sec): 3 clusters
  Score: Raw -3121181.081500 + Penalty 3332.310720 = -3117848.770780
  nChanged 1427
		SP:Iteration 8F (135499.300000 sec): 3 clusters
  Score: Raw -3122099.478561 + Penalty 3332.310720 = -3118767.167840
  nChanged 1410
		SP:Iteration 9Q (135499.650000 sec): 3 clusters
  Score: Raw -3122941.482975 + Penalty 3332.310720 = -3119609.172255
  nChanged 1232
		SP:Iteration 10Q (135499.980000 sec): 3 clusters
  Score: Raw -3123620.627079 + Penalty 3332.310720 = -3120288.316359
  nChanged 1099
		SP:Iteration 11Q (135500.270000 sec): 3 clusters
  Score: Raw -3124166.085768 + Penalty 3332.310720 = -3120833.775048
  nChanged 952
		SP:Iteration 12Q (135500.610000 sec): 3 clusters
  Score: Raw -3124631.328581 + Penalty 3332.310720 = -3121299.017861
  nChanged 884
		SP:Iteration 13Q (135500.850000 sec): 3 clusters
  Score: Raw -3125053.096356 + Penalty 3332.310720 = -3121720.785635
  nChanged 802
		SP:Iteration 14Q (135501.130000 sec): 3 clusters
  Score: Raw -3125429.956563 + Penalty 3332.310720 = -3122097.645842
  nChanged 783
		SP:Iteration 15Q (135501.440000 sec): 3 clusters
  Score: Raw -3125826.072278 + Penalty 3332.310720 = -3122493.761558
  nChanged 749
		SP:Iteration 16Q (135501.730000 sec): 3 clusters
  Score: Raw -3126234.151627 + Penalty 3332.310720 = -3122901.840907
  nChanged 679
		SP:Iteration 17Q (135502.020000 sec): 3 clusters
  Score: Raw -3126623.096567 + Penalty 3332.310720 = -3123290.785847
  nChanged 594
		SP:Iteration 18Q (135502.370000 sec): 3 clusters
  Score: Raw -3126970.584960 + Penalty 3332.310720 = -3123638.274240
  nChanged 475
		SP:Iteration 19Q (135502.670000 sec): 3 clusters
  Score: Raw -3127252.526141 + Penalty 3332.310720 = -3123920.215420
  nChanged 386
		SP:Iteration 20F (135502.960000 sec): 3 clusters
  Score: Raw -3127483.166429 + Penalty 3332.310720 = -3124150.855709
  nChanged 313
		SP:Iteration 21Q (135503.280000 sec): 3 clusters
  Score: Raw -3127667.121373 + Penalty 3332.310720 = -3124334.810652
  nChanged 234
		SP:Iteration 22Q (135503.590000 sec): 3 clusters
  Score: Raw -3127816.611728 + Penalty 3332.310720 = -3124484.301008
  nChanged 162
		SP:Iteration 23Q (135503.910000 sec): 3 clusters
  Score: Raw -3127908.993408 + Penalty 3332.310720 = -3124576.682687
  nChanged 128
		SP:Iteration 24Q (135504.190000 sec): 3 clusters
  Score: Raw -3127986.662329 + Penalty 3332.310720 = -3124654.351609
  nChanged 100
		SP:Iteration 25Q (135504.510000 sec): 3 clusters
  Score: Raw -3128047.720768 + Penalty 3332.310720 = -3124715.410047
  nChanged 88
		SP:Iteration 26Q (135504.810000 sec): 3 clusters
  Score: Raw -3128097.075489 + Penalty 3332.310720 = -3124764.764769
  nChanged 60
		SP:Iteration 27Q (135505.110000 sec): 3 clusters
  Score: Raw -3128122.203383 + Penalty 3332.310720 = -3124789.892663
  nChanged 34
		SP:Iteration 28Q (135505.440000 sec): 3 clusters
  Score: Raw -3128135.636494 + Penalty 3332.310720 = -3124803.325773
  nChanged 23
		SP:Iteration 29Q (135505.760000 sec): 3 clusters
  Score: Raw -3128145.633344 + Penalty 3332.310720 = -3124813.322624
  nChanged 19
		SP:Iteration 30Q (135506.060000 sec): 3 clusters
  Score: Raw -3128154.384236 + Penalty 3332.310720 = -3124822.073516
  nChanged 20
		SP:Iteration 31Q (135506.390000 sec): 3 clusters
  Score: Raw -3128164.645427 + Penalty 3332.310720 = -3124832.334706
  nChanged 17
		SP:Iteration 32Q (135506.670000 sec): 3 clusters
  Score: Raw -3128172.806207 + Penalty 3332.310720 = -3124840.495487
  nChanged 15
		SP:Iteration 33Q (135506.940000 sec): 3 clusters
  Score: Raw -3128179.115759 + Penalty 3332.310720 = -3124846.805038
  nChanged 8
		SP:Iteration 34Q (135507.280000 sec): 3 clusters
  Score: Raw -3128181.698936 + Penalty 3332.310720 = -3124849.388215
  nChanged 4
		SP:Iteration 35Q (135507.570000 sec): 3 clusters
  Score: Raw -3128182.811639 + Penalty 3332.310720 = -3124850.500918
  nChanged 5
		SP:Iteration 36Q (135507.830000 sec): 3 clusters
  Score: Raw -3128184.924868 + Penalty 3332.310720 = -3124852.614148
  nChanged 5
		SP:Iteration 37Q (135508.100000 sec): 3 clusters
  Score: Raw -3128187.094167 + Penalty 3332.310720 = -3124854.783447
  nChanged 4
		SP:Iteration 38Q (135508.410000 sec): 3 clusters
  Score: Raw -3128188.243427 + Penalty 3332.310720 = -3124855.932706
  nChanged 0
		SP:Iteration 39F (135508.680000 sec): 3 clusters
  Score: Raw -3128188.243427 + Penalty 3332.310720 = -3124855.932706
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135508.860000 sec): 2 clusters
  Score: Raw -943931.299102 + Penalty 1467.299870 = -942463.999232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135509.040000 sec): 3 clusters
  Score: Raw -939380.087428 + Penalty 2934.599740 = -936445.487688
  nChanged 3450
		SP:Iteration 1F (135509.290000 sec): 3 clusters
  Score: Raw -941273.365526 + Penalty 2934.599740 = -938338.765786
  nChanged 588
		SP:Iteration 2F (135509.470000 sec): 3 clusters
  Score: Raw -941579.542244 + Penalty 2934.599740 = -938644.942504
  nChanged 501
		SP:Iteration 3F (135509.600000 sec): 3 clusters
  Score: Raw -941856.868656 + Penalty 2934.599740 = -938922.268916
  nChanged 445
		SP:Iteration 4F (135509.780000 sec): 3 clusters
  Score: Raw -942105.245637 + Penalty 2934.599740 = -939170.645897
  nChanged 432
		SP:Iteration 5F (135510.020000 sec): 3 clusters
  Score: Raw -942357.596610 + Penalty 2934.599740 = -939422.996870
  nChanged 422
		SP:Iteration 6F (135510.200000 sec): 3 clusters
  Score: Raw -942618.525822 + Penalty 2934.599740 = -939683.926082
  nChanged 395
		SP:Iteration 7Q (135510.400000 sec): 3 clusters
  Score: Raw -942850.633336 + Penalty 2934.599740 = -939916.033596
  nChanged 338
		SP:Iteration 8Q (135510.570000 sec): 3 clusters
  Score: Raw -943034.598974 + Penalty 2934.599740 = -940099.999234
  nChanged 294
		SP:Iteration 9Q (135510.750000 sec): 3 clusters
  Score: Raw -943205.665069 + Penalty 2934.599740 = -940271.065329
  nChanged 275
		SP:Iteration 10Q (135510.990000 sec): 3 clusters
  Score: Raw -943372.907245 + Penalty 2934.599740 = -940438.307505
  nChanged 250
		SP:Iteration 11Q (135511.230000 sec): 3 clusters
  Score: Raw -943522.277511 + Penalty 2934.599740 = -940587.677771
  nChanged 200
		SP:Iteration 12Q (135511.360000 sec): 3 clusters
  Score: Raw -943647.253126 + Penalty 2934.599740 = -940712.653386
  nChanged 175
		SP:Iteration 13Q (135511.510000 sec): 3 clusters
  Score: Raw -943755.115633 + Penalty 2934.599740 = -940820.515893
  nChanged 156
		SP:Iteration 14Q (135511.660000 sec): 3 clusters
  Score: Raw -943858.245608 + Penalty 2934.599740 = -940923.645868
  nChanged 117
		SP:Iteration 15Q (135511.820000 sec): 3 clusters
  Score: Raw -943934.026435 + Penalty 2934.599740 = -940999.426695
  nChanged 100
		SP:Iteration 16Q (135512.020000 sec): 3 clusters
  Score: Raw -944009.822353 + Penalty 2934.599740 = -941075.222613
  nChanged 74
		SP:Iteration 17Q (135512.230000 sec): 3 clusters
  Score: Raw -944063.605352 + Penalty 2934.599740 = -941129.005612
  nChanged 50
		SP:Iteration 18Q (135512.400000 sec): 3 clusters
  Score: Raw -944095.873812 + Penalty 2934.599740 = -941161.274072
  nChanged 30
		SP:Iteration 19Q (135512.610000 sec): 3 clusters
  Score: Raw -944120.477633 + Penalty 2934.599740 = -941185.877894
  nChanged 25
		SP:Iteration 20F (135512.820000 sec): 3 clusters
  Score: Raw -944140.536527 + Penalty 2934.599740 = -941205.936787
  nChanged 27
		SP:Iteration 21Q (135513.050000 sec): 3 clusters
  Score: Raw -944159.301648 + Penalty 2934.599740 = -941224.701909
  nChanged 25
		SP:Iteration 22Q (135513.300000 sec): 3 clusters
  Score: Raw -944174.496727 + Penalty 2934.599740 = -941239.896988
  nChanged 24
		SP:Iteration 23Q (135513.470000 sec): 3 clusters
  Score: Raw -944188.492675 + Penalty 2934.599740 = -941253.892935
  nChanged 12
		SP:Iteration 24Q (135513.690000 sec): 3 clusters
  Score: Raw -944197.791090 + Penalty 2934.599740 = -941263.191350
  nChanged 16
		SP:Iteration 25Q (135513.950000 sec): 3 clusters
  Score: Raw -944210.287561 + Penalty 2934.599740 = -941275.687821
  nChanged 11
		SP:Iteration 26Q (135514.160000 sec): 3 clusters
  Score: Raw -944217.832531 + Penalty 2934.599740 = -941283.232791
  nChanged 10
		SP:Iteration 27Q (135514.350000 sec): 3 clusters
  Score: Raw -944223.801456 + Penalty 2934.599740 = -941289.201716
  nChanged 5
		SP:Iteration 28Q (135514.490000 sec): 3 clusters
  Score: Raw -944226.336857 + Penalty 2934.599740 = -941291.737117
  nChanged 2
		SP:Iteration 29Q (135514.670000 sec): 3 clusters
  Score: Raw -944228.767771 + Penalty 2934.599740 = -941294.168031
  nChanged 6
		SP:Iteration 30Q (135514.830000 sec): 3 clusters
  Score: Raw -944233.634473 + Penalty 2934.599740 = -941299.034733
  nChanged 3
		SP:Iteration 31Q (135515.050000 sec): 3 clusters
  Score: Raw -944235.455725 + Penalty 2934.599740 = -941300.855985
  nChanged 3
		SP:Iteration 32Q (135515.230000 sec): 3 clusters
  Score: Raw -944236.774840 + Penalty 2934.599740 = -941302.175101
  nChanged 2
		SP:Iteration 33Q (135515.480000 sec): 3 clusters
  Score: Raw -944237.682684 + Penalty 2934.599740 = -941303.082944
  nChanged 1
		SP:Iteration 34Q (135515.670000 sec): 3 clusters
  Score: Raw -944238.040224 + Penalty 2934.599740 = -941303.440484
  nChanged 0
		SP:Iteration 35F (135515.880000 sec): 3 clusters
  Score: Raw -944238.040224 + Penalty 2934.599740 = -941303.440484
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135515.960000 sec): 2 clusters
  Score: Raw -145135.947412 + Penalty 1196.326715 = -143939.620698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135516.100000 sec): 3 clusters
  Score: Raw -144539.068033 + Penalty 2392.653429 = -142146.414604
  nChanged 543
		SP:Iteration 1F (135516.250000 sec): 3 clusters
  Score: Raw -145061.627958 + Penalty 2392.653429 = -142668.974528
  nChanged 164
		SP:Iteration 2F (135516.450000 sec): 3 clusters
  Score: Raw -145285.994492 + Penalty 2392.653429 = -142893.341063
  nChanged 118
		SP:Iteration 3F (135516.640000 sec): 3 clusters
  Score: Raw -145445.612070 + Penalty 2392.653429 = -143052.958641
  nChanged 78
		SP:Iteration 4Q (135516.780000 sec): 3 clusters
  Score: Raw -145531.800566 + Penalty 2392.653429 = -143139.147137
  nChanged 47
		SP:Iteration 5Q (135516.960000 sec): 3 clusters
  Score: Raw -145608.919877 + Penalty 2392.653429 = -143216.266448
  nChanged 40
		SP:Iteration 6Q (135517.150000 sec): 3 clusters
  Score: Raw -145661.967350 + Penalty 2392.653429 = -143269.313921
  nChanged 41
		SP:Iteration 7Q (135517.340000 sec): 3 clusters
  Score: Raw -145700.379145 + Penalty 2392.653429 = -143307.725716
  nChanged 23
		SP:Iteration 8Q (135517.500000 sec): 3 clusters
  Score: Raw -145718.192909 + Penalty 2392.653429 = -143325.539480
  nChanged 20
		SP:Iteration 9Q (135517.670000 sec): 3 clusters
  Score: Raw -145737.154005 + Penalty 2392.653429 = -143344.500575
  nChanged 22
		SP:Iteration 10Q (135517.870000 sec): 3 clusters
  Score: Raw -145765.628642 + Penalty 2392.653429 = -143372.975213
  nChanged 30
		SP:Iteration 11Q (135518.040000 sec): 3 clusters
  Score: Raw -145798.116437 + Penalty 2392.653429 = -143405.463008
  nChanged 18
		SP:Iteration 12Q (135518.180000 sec): 3 clusters
  Score: Raw -145814.638798 + Penalty 2392.653429 = -143421.985368
  nChanged 21
		SP:Iteration 13Q (135518.340000 sec): 3 clusters
  Score: Raw -145834.098788 + Penalty 2392.653429 = -143441.445359
  nChanged 21
		SP:Iteration 14Q (135518.530000 sec): 3 clusters
  Score: Raw -145849.399793 + Penalty 2392.653429 = -143456.746364
  nChanged 11
		SP:Iteration 15Q (135518.730000 sec): 3 clusters
  Score: Raw -145855.790901 + Penalty 2392.653429 = -143463.137472
  nChanged 6
		SP:Iteration 16Q (135518.900000 sec): 3 clusters
  Score: Raw -145858.761630 + Penalty 2392.653429 = -143466.108200
  nChanged 7
		SP:Iteration 17Q (135519.090000 sec): 3 clusters
  Score: Raw -145861.147400 + Penalty 2392.653429 = -143468.493971
  nChanged 4
		SP:Iteration 18Q (135519.250000 sec): 3 clusters
  Score: Raw -145863.061874 + Penalty 2392.653429 = -143470.408445
  nChanged 4
		SP:Iteration 19Q (135519.430000 sec): 3 clusters
  Score: Raw -145867.024010 + Penalty 2392.653429 = -143474.370581
  nChanged 5
		SP:Iteration 20F (135519.570000 sec): 3 clusters
  Score: Raw -145874.596670 + Penalty 2392.653429 = -143481.943241
  nChanged 5
		SP:Iteration 21Q (135519.770000 sec): 3 clusters
  Score: Raw -145879.353495 + Penalty 2392.653429 = -143486.700065
  nChanged 3
		SP:Iteration 22Q (135519.950000 sec): 3 clusters
  Score: Raw -145880.980851 + Penalty 2392.653429 = -143488.327422
  nChanged 2
		SP:Iteration 23Q (135520.110000 sec): 3 clusters
  Score: Raw -145882.474588 + Penalty 2392.653429 = -143489.821159
  nChanged 2
		SP:Iteration 24Q (135520.260000 sec): 3 clusters
  Score: Raw -145884.267698 + Penalty 2392.653429 = -143491.614269
  nChanged 3
		SP:Iteration 25Q (135520.420000 sec): 3 clusters
  Score: Raw -145886.063945 + Penalty 2392.653429 = -143493.410516
  nChanged 2
		SP:Iteration 26Q (135520.550000 sec): 3 clusters
  Score: Raw -145887.358218 + Penalty 2392.653429 = -143494.704789
  nChanged 3
		SP:Iteration 27Q (135520.730000 sec): 3 clusters
  Score: Raw -145889.364183 + Penalty 2392.653429 = -143496.710753
  nChanged 0
		SP:Iteration 28F (135520.870000 sec): 3 clusters
  Score: Raw -145889.364183 + Penalty 2392.653429 = -143496.710753
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135520.990000 sec): 2 clusters
  Score: Raw -577025.315724 + Penalty 1400.797312 = -575624.518412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135521.210000 sec): 3 clusters
  Score: Raw -574083.404669 + Penalty 2801.594624 = -571281.810045
  nChanged 2239
		SP:Iteration 1F (135521.370000 sec): 3 clusters
  Score: Raw -575402.770600 + Penalty 2801.594624 = -572601.175977
  nChanged 476
		SP:Iteration 2F (135521.580000 sec): 3 clusters
  Score: Raw -575738.932461 + Penalty 2801.594624 = -572937.337837
  nChanged 389
		SP:Iteration 3F (135521.740000 sec): 3 clusters
  Score: Raw -575992.470951 + Penalty 2801.594624 = -573190.876328
  nChanged 353
		SP:Iteration 4F (135521.950000 sec): 3 clusters
  Score: Raw -576217.568112 + Penalty 2801.594624 = -573415.973488
  nChanged 307
		SP:Iteration 5F (135522.180000 sec): 3 clusters
  Score: Raw -576417.616635 + Penalty 2801.594624 = -573616.022012
  nChanged 283
		SP:Iteration 6F (135522.350000 sec): 3 clusters
  Score: Raw -576606.327535 + Penalty 2801.594624 = -573804.732911
  nChanged 243
		SP:Iteration 7Q (135522.510000 sec): 3 clusters
  Score: Raw -576772.549811 + Penalty 2801.594624 = -573970.955187
  nChanged 203
		SP:Iteration 8Q (135522.750000 sec): 3 clusters
  Score: Raw -576910.464288 + Penalty 2801.594624 = -574108.869664
  nChanged 165
		SP:Iteration 9Q (135522.910000 sec): 3 clusters
  Score: Raw -577020.742301 + Penalty 2801.594624 = -574219.147677
  nChanged 142
		SP:Iteration 10Q (135523.100000 sec): 3 clusters
  Score: Raw -577111.758449 + Penalty 2801.594624 = -574310.163826
  nChanged 126
		SP:Iteration 11Q (135523.290000 sec): 3 clusters
  Score: Raw -577192.334013 + Penalty 2801.594624 = -574390.739390
  nChanged 101
		SP:Iteration 12Q (135523.450000 sec): 3 clusters
  Score: Raw -577259.621738 + Penalty 2801.594624 = -574458.027115
  nChanged 91
		SP:Iteration 13Q (135523.640000 sec): 3 clusters
  Score: Raw -577314.026651 + Penalty 2801.594624 = -574512.432028
  nChanged 84
		SP:Iteration 14Q (135523.840000 sec): 3 clusters
  Score: Raw -577368.065869 + Penalty 2801.594624 = -574566.471246
  nChanged 72
		SP:Iteration 15Q (135524.030000 sec): 3 clusters
  Score: Raw -577426.642664 + Penalty 2801.594624 = -574625.048041
  nChanged 60
		SP:Iteration 16Q (135524.190000 sec): 3 clusters
  Score: Raw -577479.322980 + Penalty 2801.594624 = -574677.728356
  nChanged 50
		SP:Iteration 17Q (135524.370000 sec): 3 clusters
  Score: Raw -577517.252284 + Penalty 2801.594624 = -574715.657661
  nChanged 31
		SP:Iteration 18Q (135524.550000 sec): 3 clusters
  Score: Raw -577542.465542 + Penalty 2801.594624 = -574740.870918
  nChanged 30
		SP:Iteration 19Q (135524.740000 sec): 3 clusters
  Score: Raw -577562.530494 + Penalty 2801.594624 = -574760.935871
  nChanged 25
		SP:Iteration 20F (135524.950000 sec): 3 clusters
  Score: Raw -577579.479571 + Penalty 2801.594624 = -574777.884947
  nChanged 18
		SP:Iteration 21Q (135525.150000 sec): 3 clusters
  Score: Raw -577590.480265 + Penalty 2801.594624 = -574788.885642
  nChanged 20
		SP:Iteration 22Q (135525.350000 sec): 3 clusters
  Score: Raw -577602.927342 + Penalty 2801.594624 = -574801.332718
  nChanged 8
		SP:Iteration 23Q (135525.480000 sec): 3 clusters
  Score: Raw -577608.242363 + Penalty 2801.594624 = -574806.647739
  nChanged 6
		SP:Iteration 24Q (135525.720000 sec): 3 clusters
  Score: Raw -577612.205133 + Penalty 2801.594624 = -574810.610510
  nChanged 7
		SP:Iteration 25Q (135525.880000 sec): 3 clusters
  Score: Raw -577616.456530 + Penalty 2801.594624 = -574814.861906
  nChanged 5
		SP:Iteration 26Q (135526.060000 sec): 3 clusters
  Score: Raw -577619.092359 + Penalty 2801.594624 = -574817.497736
  nChanged 0
		SP:Iteration 27F (135526.290000 sec): 3 clusters
  Score: Raw -577619.092359 + Penalty 2801.594624 = -574817.497736
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (63416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135526.740000 sec): 2 clusters
  Score: Raw -6988234.642400 + Penalty 1796.839115 = -6986437.803285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135527.280000 sec): 3 clusters
  Score: Raw -6947697.609924 + Penalty 3593.678229 = -6944103.931695
  nChanged 29939
		SP:Iteration 1F (135527.820000 sec): 3 clusters
  Score: Raw -6964650.494761 + Penalty 3593.678229 = -6961056.816532
  nChanged 2710
		SP:Iteration 2Q (135528.320000 sec): 3 clusters
  Score: Raw -6965640.868769 + Penalty 3593.678229 = -6962047.190540
  nChanged 3056
		SP:Iteration 3Q (135528.810000 sec): 3 clusters
  Score: Raw -6967005.406700 + Penalty 3593.678229 = -6963411.728471
  nChanged 3502
		SP:Iteration 4F (135529.260000 sec): 3 clusters
  Score: Raw -6968763.987017 + Penalty 3593.678229 = -6965170.308788
  nChanged 3821
		SP:Iteration 5F (135529.800000 sec): 3 clusters
  Score: Raw -6970904.368892 + Penalty 3593.678229 = -6967310.690663
  nChanged 3920
		SP:Iteration 6F (135530.340000 sec): 3 clusters
  Score: Raw -6973218.497831 + Penalty 3593.678229 = -6969624.819602
  nChanged 3796
		SP:Iteration 7F (135530.880000 sec): 3 clusters
  Score: Raw -6975402.039259 + Penalty 3593.678229 = -6971808.361030
  nChanged 3487
		SP:Iteration 8F (135531.400000 sec): 3 clusters
  Score: Raw -6977416.663646 + Penalty 3593.678229 = -6973822.985416
  nChanged 3097
		SP:Iteration 9Q (135531.930000 sec): 3 clusters
  Score: Raw -6979222.236305 + Penalty 3593.678229 = -6975628.558076
  nChanged 2697
		SP:Iteration 10Q (135532.490000 sec): 3 clusters
  Score: Raw -6980793.481097 + Penalty 3593.678229 = -6977199.802868
  nChanged 2278
		SP:Iteration 11Q (135532.970000 sec): 3 clusters
  Score: Raw -6981961.498318 + Penalty 3593.678229 = -6978367.820089
  nChanged 1740
		SP:Iteration 12Q (135533.490000 sec): 3 clusters
  Score: Raw -6982623.818891 + Penalty 3593.678229 = -6979030.140661
  nChanged 1254
		SP:Iteration 13Q (135534.000000 sec): 3 clusters
  Score: Raw -6983019.609742 + Penalty 3593.678229 = -6979425.931513
  nChanged 1013
		SP:Iteration 14Q (135534.540000 sec): 3 clusters
  Score: Raw -6983349.234448 + Penalty 3593.678229 = -6979755.556219
  nChanged 908
		SP:Iteration 15Q (135535.060000 sec): 3 clusters
  Score: Raw -6983641.878968 + Penalty 3593.678229 = -6980048.200738
  nChanged 919
		SP:Iteration 16Q (135535.560000 sec): 3 clusters
  Score: Raw -6983927.933247 + Penalty 3593.678229 = -6980334.255018
  nChanged 861
		SP:Iteration 17Q (135536.080000 sec): 3 clusters
  Score: Raw -6984185.229732 + Penalty 3593.678229 = -6980591.551503
  nChanged 816
		SP:Iteration 18Q (135536.570000 sec): 3 clusters
  Score: Raw -6984404.960259 + Penalty 3593.678229 = -6980811.282030
  nChanged 765
		SP:Iteration 19Q (135537.040000 sec): 3 clusters
  Score: Raw -6984596.286124 + Penalty 3593.678229 = -6981002.607895
  nChanged 699
		SP:Iteration 20F (135537.530000 sec): 3 clusters
  Score: Raw -6984751.529972 + Penalty 3593.678229 = -6981157.851743
  nChanged 614
		SP:Iteration 21Q (135537.970000 sec): 3 clusters
  Score: Raw -6984875.135454 + Penalty 3593.678229 = -6981281.457225
  nChanged 512
		SP:Iteration 22Q (135538.420000 sec): 3 clusters
  Score: Raw -6984966.938429 + Penalty 3593.678229 = -6981373.260200
  nChanged 486
		SP:Iteration 23Q (135538.850000 sec): 3 clusters
  Score: Raw -6985049.034026 + Penalty 3593.678229 = -6981455.355796
  nChanged 452
		SP:Iteration 24Q (135539.300000 sec): 3 clusters
  Score: Raw -6985131.663628 + Penalty 3593.678229 = -6981537.985399
  nChanged 439
		SP:Iteration 25Q (135539.750000 sec): 3 clusters
  Score: Raw -6985214.392097 + Penalty 3593.678229 = -6981620.713867
  nChanged 400
		SP:Iteration 26Q (135540.250000 sec): 3 clusters
  Score: Raw -6985278.557127 + Penalty 3593.678229 = -6981684.878897
  nChanged 386
		SP:Iteration 27Q (135540.780000 sec): 3 clusters
  Score: Raw -6985341.555154 + Penalty 3593.678229 = -6981747.876925
  nChanged 384
		SP:Iteration 28Q (135541.240000 sec): 3 clusters
  Score: Raw -6985403.017254 + Penalty 3593.678229 = -6981809.339025
  nChanged 373
		SP:Iteration 29Q (135541.720000 sec): 3 clusters
  Score: Raw -6985459.114008 + Penalty 3593.678229 = -6981865.435779
  nChanged 328
		SP:Iteration 30Q (135542.210000 sec): 3 clusters
  Score: Raw -6985501.227507 + Penalty 3593.678229 = -6981907.549277
  nChanged 290
		SP:Iteration 31Q (135542.640000 sec): 3 clusters
  Score: Raw -6985533.048343 + Penalty 3593.678229 = -6981939.370114
  nChanged 254
		SP:Iteration 32Q (135543.170000 sec): 3 clusters
  Score: Raw -6985558.849785 + Penalty 3593.678229 = -6981965.171556
  nChanged 234
		SP:Iteration 33Q (135543.700000 sec): 3 clusters
  Score: Raw -6985581.587753 + Penalty 3593.678229 = -6981987.909523
  nChanged 233
		SP:Iteration 34Q (135544.200000 sec): 3 clusters
  Score: Raw -6985602.734764 + Penalty 3593.678229 = -6982009.056535
  nChanged 215
		SP:Iteration 35Q (135544.710000 sec): 3 clusters
  Score: Raw -6985622.045600 + Penalty 3593.678229 = -6982028.367370
  nChanged 191
		SP:Iteration 36Q (135545.220000 sec): 3 clusters
  Score: Raw -6985639.250915 + Penalty 3593.678229 = -6982045.572686
  nChanged 207
		SP:Iteration 37Q (135545.720000 sec): 3 clusters
  Score: Raw -6985658.116880 + Penalty 3593.678229 = -6982064.438651
  nChanged 215
		SP:Iteration 38Q (135546.220000 sec): 3 clusters
  Score: Raw -6985678.113423 + Penalty 3593.678229 = -6982084.435194
  nChanged 228
		SP:Iteration 39Q (135546.720000 sec): 3 clusters
  Score: Raw -6985700.188895 + Penalty 3593.678229 = -6982106.510666
  nChanged 213
		SP:Iteration 40F (135547.180000 sec): 3 clusters
  Score: Raw -6985719.548278 + Penalty 3593.678229 = -6982125.870049
  nChanged 199
		SP:Iteration 41Q (135547.610000 sec): 3 clusters
  Score: Raw -6985736.985751 + Penalty 3593.678229 = -6982143.307522
  nChanged 191
		SP:Iteration 42Q (135548.090000 sec): 3 clusters
  Score: Raw -6985754.244904 + Penalty 3593.678229 = -6982160.566675
  nChanged 194
		SP:Iteration 43Q (135548.540000 sec): 3 clusters
  Score: Raw -6985772.371585 + Penalty 3593.678229 = -6982178.693356
  nChanged 191
		SP:Iteration 44Q (135548.950000 sec): 3 clusters
  Score: Raw -6985789.616212 + Penalty 3593.678229 = -6982195.937983
  nChanged 196
		SP:Iteration 45Q (135549.360000 sec): 3 clusters
  Score: Raw -6985807.834149 + Penalty 3593.678229 = -6982214.155919
  nChanged 180
		SP:Iteration 46Q (135549.770000 sec): 3 clusters
  Score: Raw -6985823.025414 + Penalty 3593.678229 = -6982229.347185
  nChanged 182
		SP:Iteration 47Q (135550.200000 sec): 3 clusters
  Score: Raw -6985838.002317 + Penalty 3593.678229 = -6982244.324088
  nChanged 171
		SP:Iteration 48Q (135550.650000 sec): 3 clusters
  Score: Raw -6985850.811420 + Penalty 3593.678229 = -6982257.133191
  nChanged 158
		SP:Iteration 49Q (135551.100000 sec): 3 clusters
  Score: Raw -6985862.599172 + Penalty 3593.678229 = -6982268.920943
  nChanged 176
		SP:Iteration 50Q (135551.530000 sec): 3 clusters
  Score: Raw -6985876.257956 + Penalty 3593.678229 = -6982282.579727
  nChanged 173
		SP:Iteration 51Q (135551.960000 sec): 3 clusters
  Score: Raw -6985890.890401 + Penalty 3593.678229 = -6982297.212172
  nChanged 189
		SP:Iteration 52Q (135552.380000 sec): 3 clusters
  Score: Raw -6985908.543515 + Penalty 3593.678229 = -6982314.865286
  nChanged 208
		SP:Iteration 53Q (135552.830000 sec): 3 clusters
  Score: Raw -6985926.626114 + Penalty 3593.678229 = -6982332.947885
  nChanged 202
		SP:Iteration 54Q (135553.320000 sec): 3 clusters
  Score: Raw -6985943.425609 + Penalty 3593.678229 = -6982349.747380
  nChanged 184
		SP:Iteration 55Q (135553.790000 sec): 3 clusters
  Score: Raw -6985959.909938 + Penalty 3593.678229 = -6982366.231709
  nChanged 195
		SP:Iteration 56Q (135554.210000 sec): 3 clusters
  Score: Raw -6985977.299744 + Penalty 3593.678229 = -6982383.621515
  nChanged 187
		SP:Iteration 57Q (135554.650000 sec): 3 clusters
  Score: Raw -6985992.216252 + Penalty 3593.678229 = -6982398.538023
  nChanged 181
		SP:Iteration 58Q (135555.130000 sec): 3 clusters
  Score: Raw -6986007.138957 + Penalty 3593.678229 = -6982413.460728
  nChanged 187
		SP:Iteration 59Q (135555.600000 sec): 3 clusters
  Score: Raw -6986023.159396 + Penalty 3593.678229 = -6982429.481167
  nChanged 180
		SP:Iteration 60F (135556.040000 sec): 3 clusters
  Score: Raw -6986037.033443 + Penalty 3593.678229 = -6982443.355214
  nChanged 161
		SP:Iteration 61Q (135556.550000 sec): 3 clusters
  Score: Raw -6986048.046890 + Penalty 3593.678229 = -6982454.368661
  nChanged 167
		SP:Iteration 62Q (135557.050000 sec): 3 clusters
  Score: Raw -6986059.860839 + Penalty 3593.678229 = -6982466.182610
  nChanged 160
		SP:Iteration 63Q (135557.580000 sec): 3 clusters
  Score: Raw -6986072.039983 + Penalty 3593.678229 = -6982478.361754
  nChanged 156
		SP:Iteration 64Q (135558.100000 sec): 3 clusters
  Score: Raw -6986083.702061 + Penalty 3593.678229 = -6982490.023832
  nChanged 160
		SP:Iteration 65Q (135558.600000 sec): 3 clusters
  Score: Raw -6986096.169872 + Penalty 3593.678229 = -6982502.491643
  nChanged 163
		SP:Iteration 66Q (135559.110000 sec): 3 clusters
  Score: Raw -6986109.503216 + Penalty 3593.678229 = -6982515.824987
  nChanged 163
		SP:Iteration 67Q (135559.630000 sec): 3 clusters
  Score: Raw -6986121.450487 + Penalty 3593.678229 = -6982527.772258
  nChanged 159
		SP:Iteration 68Q (135560.130000 sec): 3 clusters
  Score: Raw -6986134.212547 + Penalty 3593.678229 = -6982540.534318
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		SP:Iteration 69Q (135560.620000 sec): 3 clusters
  Score: Raw -6986146.781086 + Penalty 3593.678229 = -6982553.102857
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		SP:Iteration 70Q (135561.100000 sec): 3 clusters
  Score: Raw -6986159.012861 + Penalty 3593.678229 = -6982565.334632
  nChanged 145
		SP:Iteration 71Q (135561.610000 sec): 3 clusters
  Score: Raw -6986169.027416 + Penalty 3593.678229 = -6982575.349187
  nChanged 126
		SP:Iteration 72Q (135562.110000 sec): 3 clusters
  Score: Raw -6986176.910237 + Penalty 3593.678229 = -6982583.232008
  nChanged 125
		SP:Iteration 73Q (135562.630000 sec): 3 clusters
  Score: Raw -6986184.390171 + Penalty 3593.678229 = -6982590.711942
  nChanged 120
		SP:Iteration 74Q (135563.190000 sec): 3 clusters
  Score: Raw -6986191.777920 + Penalty 3593.678229 = -6982598.099691
  nChanged 112
		SP:Iteration 75Q (135563.700000 sec): 3 clusters
  Score: Raw -6986197.351944 + Penalty 3593.678229 = -6982603.673715
  nChanged 94
		SP:Iteration 76Q (135564.150000 sec): 3 clusters
  Score: Raw -6986202.833092 + Penalty 3593.678229 = -6982609.154863
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		SP:Iteration 77Q (135564.600000 sec): 3 clusters
  Score: Raw -6986207.958566 + Penalty 3593.678229 = -6982614.280337
  nChanged 95
		SP:Iteration 78Q (135565.050000 sec): 3 clusters
  Score: Raw -6986213.110419 + Penalty 3593.678229 = -6982619.432190
  nChanged 93
		SP:Iteration 79Q (135565.500000 sec): 3 clusters
  Score: Raw -6986217.974209 + Penalty 3593.678229 = -6982624.295980
  nChanged 99
		SP:Iteration 80F (135565.930000 sec): 3 clusters
  Score: Raw -6986223.659204 + Penalty 3593.678229 = -6982629.980975
  nChanged 99
		SP:Iteration 81Q (135566.370000 sec): 3 clusters
  Score: Raw -6986229.335087 + Penalty 3593.678229 = -6982635.656858
  nChanged 97
		SP:Iteration 82Q (135566.820000 sec): 3 clusters
  Score: Raw -6986235.543996 + Penalty 3593.678229 = -6982641.865767
  nChanged 97
		SP:Iteration 83Q (135567.270000 sec): 3 clusters
  Score: Raw -6986241.530730 + Penalty 3593.678229 = -6982647.852500
  nChanged 94
		SP:Iteration 84Q (135567.710000 sec): 3 clusters
  Score: Raw -6986248.004299 + Penalty 3593.678229 = -6982654.326070
  nChanged 108
		SP:Iteration 85Q (135568.130000 sec): 3 clusters
  Score: Raw -6986256.737560 + Penalty 3593.678229 = -6982663.059330
  nChanged 120
		SP:Iteration 86Q (135568.570000 sec): 3 clusters
  Score: Raw -6986266.548317 + Penalty 3593.678229 = -6982672.870088
  nChanged 116
		SP:Iteration 87Q (135569.030000 sec): 3 clusters
  Score: Raw -6986275.702767 + Penalty 3593.678229 = -6982682.024537
  nChanged 119
		SP:Iteration 88Q (135569.480000 sec): 3 clusters
  Score: Raw -6986284.920653 + Penalty 3593.678229 = -6982691.242424
  nChanged 115
		SP:Iteration 89Q (135569.900000 sec): 3 clusters
  Score: Raw -6986293.946814 + Penalty 3593.678229 = -6982700.268584
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		SP:Iteration 90Q (135570.360000 sec): 3 clusters
  Score: Raw -6986303.851518 + Penalty 3593.678229 = -6982710.173289
  nChanged 123
		SP:Iteration 91Q (135570.790000 sec): 3 clusters
  Score: Raw -6986314.694965 + Penalty 3593.678229 = -6982721.016736
  nChanged 135
		SP:Iteration 92Q (135571.220000 sec): 3 clusters
  Score: Raw -6986326.112147 + Penalty 3593.678229 = -6982732.433918
  nChanged 133
		SP:Iteration 93Q (135571.650000 sec): 3 clusters
  Score: Raw -6986338.254965 + Penalty 3593.678229 = -6982744.576736
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		SP:Iteration 94Q (135572.090000 sec): 3 clusters
  Score: Raw -6986349.791282 + Penalty 3593.678229 = -6982756.113052
  nChanged 120
		SP:Iteration 95Q (135572.560000 sec): 3 clusters
  Score: Raw -6986360.509960 + Penalty 3593.678229 = -6982766.831731
  nChanged 131
		SP:Iteration 96Q (135573.020000 sec): 3 clusters
  Score: Raw -6986371.494703 + Penalty 3593.678229 = -6982777.816474
  nChanged 121
		SP:Iteration 97Q (135573.530000 sec): 3 clusters
  Score: Raw -6986380.961071 + Penalty 3593.678229 = -6982787.282842
  nChanged 102
		SP:Iteration 98Q (135574.020000 sec): 3 clusters
  Score: Raw -6986387.860942 + Penalty 3593.678229 = -6982794.182713
  nChanged 90
		SP:Iteration 99Q (135574.510000 sec): 3 clusters
  Score: Raw -6986394.154615 + Penalty 3593.678229 = -6982800.476386
  nChanged 97
		SP:Iteration 100F (135574.990000 sec): 3 clusters
  Score: Raw -6986401.514637 + Penalty 3593.678229 = -6982807.836408
  nChanged 104
		SP:Iteration 101Q (135575.450000 sec): 3 clusters
  Score: Raw -6986409.978235 + Penalty 3593.678229 = -6982816.300006
  nChanged 104
		SP:Iteration 102Q (135575.940000 sec): 3 clusters
  Score: Raw -6986418.747213 + Penalty 3593.678229 = -6982825.068984
  nChanged 104
		SP:Iteration 103Q (135576.440000 sec): 3 clusters
  Score: Raw -6986426.931022 + Penalty 3593.678229 = -6982833.252793
  nChanged 99
		SP:Iteration 104Q (135576.920000 sec): 3 clusters
  Score: Raw -6986433.880310 + Penalty 3593.678229 = -6982840.202081
  nChanged 117
		SP:Iteration 105Q (135577.430000 sec): 3 clusters
  Score: Raw -6986443.168560 + Penalty 3593.678229 = -6982849.490331
  nChanged 115
		SP:Iteration 106Q (135577.930000 sec): 3 clusters
  Score: Raw -6986452.325965 + Penalty 3593.678229 = -6982858.647736
  nChanged 118
		SP:Iteration 107Q (135578.430000 sec): 3 clusters
  Score: Raw -6986462.015136 + Penalty 3593.678229 = -6982868.336907
  nChanged 112
		SP:Iteration 108Q (135578.930000 sec): 3 clusters
  Score: Raw -6986471.904477 + Penalty 3593.678229 = -6982878.226247
  nChanged 124
		SP:Iteration 109Q (135579.450000 sec): 3 clusters
  Score: Raw -6986482.506189 + Penalty 3593.678229 = -6982888.827960
  nChanged 135
		SP:Iteration 110Q (135579.940000 sec): 3 clusters
  Score: Raw -6986494.882478 + Penalty 3593.678229 = -6982901.204249
  nChanged 138
		SP:Iteration 111Q (135580.460000 sec): 3 clusters
  Score: Raw -6986507.933595 + Penalty 3593.678229 = -6982914.255366
  nChanged 133
		SP:Iteration 112Q (135580.980000 sec): 3 clusters
  Score: Raw -6986521.274215 + Penalty 3593.678229 = -6982927.595986
  nChanged 147
		SP:Iteration 113Q (135581.520000 sec): 3 clusters
  Score: Raw -6986535.443801 + Penalty 3593.678229 = -6982941.765572
  nChanged 125
		SP:Iteration 114Q (135582.030000 sec): 3 clusters
  Score: Raw -6986546.674975 + Penalty 3593.678229 = -6982952.996746
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		SP:Iteration 115Q (135582.550000 sec): 3 clusters
  Score: Raw -6986560.164641 + Penalty 3593.678229 = -6982966.486412
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		SP:Iteration 116Q (135583.050000 sec): 3 clusters
  Score: Raw -6986575.824278 + Penalty 3593.678229 = -6982982.146049
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		SP:Iteration 117Q (135583.520000 sec): 3 clusters
  Score: Raw -6986592.973082 + Penalty 3593.678229 = -6982999.294852
  nChanged 160
		SP:Iteration 118Q (135584.080000 sec): 3 clusters
  Score: Raw -6986612.764796 + Penalty 3593.678229 = -6983019.086566
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		SP:Iteration 119Q (135584.580000 sec): 3 clusters
  Score: Raw -6986634.055274 + Penalty 3593.678229 = -6983040.377044
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		SP:Iteration 120F (135585.060000 sec): 3 clusters
  Score: Raw -6986659.595964 + Penalty 3593.678229 = -6983065.917735
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		SP:Iteration 121Q (135585.560000 sec): 3 clusters
  Score: Raw -6986689.559154 + Penalty 3593.678229 = -6983095.880925
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		SP:Iteration 122Q (135586.030000 sec): 3 clusters
  Score: Raw -6986721.915453 + Penalty 3593.678229 = -6983128.237224
  nChanged 205
		SP:Iteration 123Q (135586.520000 sec): 3 clusters
  Score: Raw -6986753.454284 + Penalty 3593.678229 = -6983159.776055
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		SP:Iteration 124Q (135587.040000 sec): 3 clusters
  Score: Raw -6986785.965767 + Penalty 3593.678229 = -6983192.287538
  nChanged 231
		SP:Iteration 125Q (135587.520000 sec): 3 clusters
  Score: Raw -6986826.910641 + Penalty 3593.678229 = -6983233.232412
  nChanged 233
		SP:Iteration 126Q (135587.990000 sec): 3 clusters
  Score: Raw -6986869.947562 + Penalty 3593.678229 = -6983276.269332
  nChanged 259
		SP:Iteration 127Q (135588.490000 sec): 3 clusters
  Score: Raw -6986919.922066 + Penalty 3593.678229 = -6983326.243837
  nChanged 259
		SP:Iteration 128Q (135588.980000 sec): 3 clusters
  Score: Raw -6986969.257191 + Penalty 3593.678229 = -6983375.578961
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		SP:Iteration 129Q (135589.490000 sec): 3 clusters
  Score: Raw -6987014.059401 + Penalty 3593.678229 = -6983420.381172
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		SP:Iteration 130Q (135589.960000 sec): 3 clusters
  Score: Raw -6987052.941865 + Penalty 3593.678229 = -6983459.263636
  nChanged 266
		SP:Iteration 131Q (135590.450000 sec): 3 clusters
  Score: Raw -6987104.319371 + Penalty 3593.678229 = -6983510.641142
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		SP:Iteration 132Q (135590.940000 sec): 3 clusters
  Score: Raw -6987158.515359 + Penalty 3593.678229 = -6983564.837130
  nChanged 244
		SP:Iteration 133Q (135591.470000 sec): 3 clusters
  Score: Raw -6987203.883632 + Penalty 3593.678229 = -6983610.205403
  nChanged 245
		SP:Iteration 134Q (135592.000000 sec): 3 clusters
  Score: Raw -6987245.815011 + Penalty 3593.678229 = -6983652.136781
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		SP:Iteration 135Q (135592.470000 sec): 3 clusters
  Score: Raw -6987285.578200 + Penalty 3593.678229 = -6983691.899970
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		SP:Iteration 136Q (135592.960000 sec): 3 clusters
  Score: Raw -6987322.186853 + Penalty 3593.678229 = -6983728.508624
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		SP:Iteration 137Q (135593.430000 sec): 3 clusters
  Score: Raw -6987349.535173 + Penalty 3593.678229 = -6983755.856943
  nChanged 173
		SP:Iteration 138Q (135593.830000 sec): 3 clusters
  Score: Raw -6987371.265531 + Penalty 3593.678229 = -6983777.587302
  nChanged 151
		SP:Iteration 139Q (135594.220000 sec): 3 clusters
  Score: Raw -6987390.898153 + Penalty 3593.678229 = -6983797.219924
  nChanged 154
		SP:Iteration 140F (135594.700000 sec): 3 clusters
  Score: Raw -6987414.130871 + Penalty 3593.678229 = -6983820.452642
  nChanged 172
		SP:Iteration 141Q (135595.130000 sec): 3 clusters
  Score: Raw -6987440.806628 + Penalty 3593.678229 = -6983847.128399
  nChanged 164
		SP:Iteration 142Q (135595.560000 sec): 3 clusters
  Score: Raw -6987466.402491 + Penalty 3593.678229 = -6983872.724262
  nChanged 152
		SP:Iteration 143Q (135595.950000 sec): 3 clusters
  Score: Raw -6987489.645227 + Penalty 3593.678229 = -6983895.966998
  nChanged 141
		SP:Iteration 144Q (135596.350000 sec): 3 clusters
  Score: Raw -6987509.085420 + Penalty 3593.678229 = -6983915.407191
  nChanged 137
		SP:Iteration 145Q (135596.780000 sec): 3 clusters
  Score: Raw -6987529.711647 + Penalty 3593.678229 = -6983936.033417
  nChanged 152
		SP:Iteration 146Q (135597.240000 sec): 3 clusters
  Score: Raw -6987554.946777 + Penalty 3593.678229 = -6983961.268548
  nChanged 149
		SP:Iteration 147Q (135597.680000 sec): 3 clusters
  Score: Raw -6987579.912755 + Penalty 3593.678229 = -6983986.234526
  nChanged 145
		SP:Iteration 148Q (135598.100000 sec): 3 clusters
  Score: Raw -6987602.587753 + Penalty 3593.678229 = -6984008.909524
  nChanged 132
		SP:Iteration 149Q (135598.520000 sec): 3 clusters
  Score: Raw -6987623.147564 + Penalty 3593.678229 = -6984029.469335
  nChanged 140
		SP:Iteration 150Q (135598.930000 sec): 3 clusters
  Score: Raw -6987646.470340 + Penalty 3593.678229 = -6984052.792111
  nChanged 138
		SP:Iteration 151Q (135599.380000 sec): 3 clusters
  Score: Raw -6987671.516007 + Penalty 3593.678229 = -6984077.837778
  nChanged 129
		SP:Iteration 152Q (135599.820000 sec): 3 clusters
  Score: Raw -6987693.076272 + Penalty 3593.678229 = -6984099.398043
  nChanged 133
		SP:Iteration 153Q (135600.270000 sec): 3 clusters
  Score: Raw -6987716.178370 + Penalty 3593.678229 = -6984122.500140
  nChanged 129
		SP:Iteration 154Q (135600.750000 sec): 3 clusters
  Score: Raw -6987735.552881 + Penalty 3593.678229 = -6984141.874652
  nChanged 118
		SP:Iteration 155Q (135601.190000 sec): 3 clusters
  Score: Raw -6987751.420185 + Penalty 3593.678229 = -6984157.741956
  nChanged 103
		SP:Iteration 156Q (135601.620000 sec): 3 clusters
  Score: Raw -6987763.899339 + Penalty 3593.678229 = -6984170.221110
  nChanged 85
		SP:Iteration 157Q (135602.100000 sec): 3 clusters
  Score: Raw -6987772.898784 + Penalty 3593.678229 = -6984179.220555
  nChanged 95
		SP:Iteration 158Q (135602.560000 sec): 3 clusters
  Score: Raw -6987782.522225 + Penalty 3593.678229 = -6984188.843996
  nChanged 90
		SP:Iteration 159Q (135603.020000 sec): 3 clusters
  Score: Raw -6987794.139832 + Penalty 3593.678229 = -6984200.461602
  nChanged 102
		SP:Iteration 160F (135603.500000 sec): 3 clusters
  Score: Raw -6987808.042856 + Penalty 3593.678229 = -6984214.364627
  nChanged 118
		SP:Iteration 161Q (135603.930000 sec): 3 clusters
  Score: Raw -6987825.261835 + Penalty 3593.678229 = -6984231.583606
  nChanged 95
		SP:Iteration 162Q (135604.460000 sec): 3 clusters
  Score: Raw -6987838.904385 + Penalty 3593.678229 = -6984245.226156
  nChanged 97
		SP:Iteration 163Q (135604.940000 sec): 3 clusters
  Score: Raw -6987852.600293 + Penalty 3593.678229 = -6984258.922063
  nChanged 97
		SP:Iteration 164Q (135605.440000 sec): 3 clusters
  Score: Raw -6987867.634955 + Penalty 3593.678229 = -6984273.956726
  nChanged 107
		SP:Iteration 165Q (135605.960000 sec): 3 clusters
  Score: Raw -6987885.422930 + Penalty 3593.678229 = -6984291.744701
  nChanged 115
		SP:Iteration 166Q (135606.410000 sec): 3 clusters
  Score: Raw -6987904.012545 + Penalty 3593.678229 = -6984310.334316
  nChanged 118
		SP:Iteration 167Q (135606.810000 sec): 3 clusters
  Score: Raw -6987921.859770 + Penalty 3593.678229 = -6984328.181541
  nChanged 109
		SP:Iteration 168Q (135607.260000 sec): 3 clusters
  Score: Raw -6987938.553276 + Penalty 3593.678229 = -6984344.875047
  nChanged 107
		SP:Iteration 169Q (135607.710000 sec): 3 clusters
  Score: Raw -6987955.291034 + Penalty 3593.678229 = -6984361.612805
  nChanged 100
		SP:Iteration 170Q (135608.140000 sec): 3 clusters
  Score: Raw -6987969.788721 + Penalty 3593.678229 = -6984376.110491
  nChanged 86
		SP:Iteration 171Q (135608.530000 sec): 3 clusters
  Score: Raw -6987983.035896 + Penalty 3593.678229 = -6984389.357667
  nChanged 81
		SP:Iteration 172Q (135609.030000 sec): 3 clusters
  Score: Raw -6987995.494602 + Penalty 3593.678229 = -6984401.816373
  nChanged 80
		SP:Iteration 173Q (135609.470000 sec): 3 clusters
  Score: Raw -6988007.104369 + Penalty 3593.678229 = -6984413.426140
  nChanged 76
		SP:Iteration 174Q (135609.950000 sec): 3 clusters
  Score: Raw -6988017.675987 + Penalty 3593.678229 = -6984423.997758
  nChanged 76
		SP:Iteration 175Q (135610.430000 sec): 3 clusters
  Score: Raw -6988029.138933 + Penalty 3593.678229 = -6984435.460703
  nChanged 77
		SP:Iteration 176Q (135610.890000 sec): 3 clusters
  Score: Raw -6988041.489863 + Penalty 3593.678229 = -6984447.811634
  nChanged 77
		SP:Iteration 177Q (135611.320000 sec): 3 clusters
  Score: Raw -6988054.584439 + Penalty 3593.678229 = -6984460.906210
  nChanged 90
		SP:Iteration 178Q (135611.770000 sec): 3 clusters
  Score: Raw -6988069.904310 + Penalty 3593.678229 = -6984476.226080
  nChanged 79
		SP:Iteration 179Q (135612.250000 sec): 3 clusters
  Score: Raw -6988084.596115 + Penalty 3593.678229 = -6984490.917886
  nChanged 80
		SP:Iteration 180F (135612.740000 sec): 3 clusters
  Score: Raw -6988099.315509 + Penalty 3593.678229 = -6984505.637280
  nChanged 80
		SP:Iteration 181Q (135613.150000 sec): 3 clusters
  Score: Raw -6988112.163565 + Penalty 3593.678229 = -6984518.485336
  nChanged 81
		SP:Iteration 182Q (135613.550000 sec): 3 clusters
  Score: Raw -6988124.041565 + Penalty 3593.678229 = -6984530.363336
  nChanged 79
		SP:Iteration 183Q (135613.970000 sec): 3 clusters
  Score: Raw -6988135.883639 + Penalty 3593.678229 = -6984542.205410
  nChanged 80
		SP:Iteration 184Q (135614.350000 sec): 3 clusters
  Score: Raw -6988149.739153 + Penalty 3593.678229 = -6984556.060924
  nChanged 68
		SP:Iteration 185Q (135614.790000 sec): 3 clusters
  Score: Raw -6988160.449722 + Penalty 3593.678229 = -6984566.771492
  nChanged 84
		SP:Iteration 186Q (135615.200000 sec): 3 clusters
  Score: Raw -6988175.318128 + Penalty 3593.678229 = -6984581.639899
  nChanged 81
		SP:Iteration 187Q (135615.610000 sec): 3 clusters
  Score: Raw -6988190.274827 + Penalty 3593.678229 = -6984596.596597
  nChanged 74
		SP:Iteration 188Q (135616.010000 sec): 3 clusters
  Score: Raw -6988203.304456 + Penalty 3593.678229 = -6984609.626227
  nChanged 78
		SP:Iteration 189Q (135616.410000 sec): 3 clusters
  Score: Raw -6988217.928997 + Penalty 3593.678229 = -6984624.250768
  nChanged 78
		SP:Iteration 190Q (135616.850000 sec): 3 clusters
  Score: Raw -6988230.899685 + Penalty 3593.678229 = -6984637.221456
  nChanged 61
		SP:Iteration 191Q (135617.270000 sec): 3 clusters
  Score: Raw -6988242.363734 + Penalty 3593.678229 = -6984648.685505
  nChanged 65
		SP:Iteration 192Q (135617.700000 sec): 3 clusters
  Score: Raw -6988254.180451 + Penalty 3593.678229 = -6984660.502221
  nChanged 68
		SP:Iteration 193Q (135618.130000 sec): 3 clusters
  Score: Raw -6988266.866052 + Penalty 3593.678229 = -6984673.187823
  nChanged 65
		SP:Iteration 194Q (135618.610000 sec): 3 clusters
  Score: Raw -6988279.270443 + Penalty 3593.678229 = -6984685.592214
  nChanged 54
		SP:Iteration 195Q (135619.030000 sec): 3 clusters
  Score: Raw -6988288.662660 + Penalty 3593.678229 = -6984694.984430
  nChanged 53
		SP:Iteration 196Q (135619.470000 sec): 3 clusters
  Score: Raw -6988297.821949 + Penalty 3593.678229 = -6984704.143720
  nChanged 55
		SP:Iteration 197Q (135619.970000 sec): 3 clusters
  Score: Raw -6988306.449890 + Penalty 3593.678229 = -6984712.771661
  nChanged 48
		SP:Iteration 198Q (135620.440000 sec): 3 clusters
  Score: Raw -6988314.384136 + Penalty 3593.678229 = -6984720.705907
  nChanged 37
		SP:Iteration 199Q (135620.910000 sec): 3 clusters
  Score: Raw -6988320.925297 + Penalty 3593.678229 = -6984727.247067
  nChanged 36
		SP:Iteration 200F (135621.420000 sec): 3 clusters
  Score: Raw -6988326.604111 + Penalty 3593.678229 = -6984732.925882
  nChanged 40
		SP:Iteration 201Q (135621.880000 sec): 3 clusters
  Score: Raw -6988332.689391 + Penalty 3593.678229 = -6984739.011162
  nChanged 38
		SP:Iteration 202Q (135622.320000 sec): 3 clusters
  Score: Raw -6988338.200127 + Penalty 3593.678229 = -6984744.521898
  nChanged 32
		SP:Iteration 203Q (135622.750000 sec): 3 clusters
  Score: Raw -6988343.798855 + Penalty 3593.678229 = -6984750.120626
  nChanged 42
		SP:Iteration 204Q (135623.190000 sec): 3 clusters
  Score: Raw -6988350.203667 + Penalty 3593.678229 = -6984756.525438
  nChanged 35
		SP:Iteration 205Q (135623.650000 sec): 3 clusters
  Score: Raw -6988356.067146 + Penalty 3593.678229 = -6984762.388916
  nChanged 40
		SP:Iteration 206Q (135624.070000 sec): 3 clusters
  Score: Raw -6988363.252785 + Penalty 3593.678229 = -6984769.574556
  nChanged 44
		SP:Iteration 207Q (135624.490000 sec): 3 clusters
  Score: Raw -6988371.041213 + Penalty 3593.678229 = -6984777.362983
  nChanged 48
		SP:Iteration 208Q (135624.910000 sec): 3 clusters
  Score: Raw -6988379.343928 + Penalty 3593.678229 = -6984785.665699
  nChanged 48
		SP:Iteration 209Q (135625.350000 sec): 3 clusters
  Score: Raw -6988389.451675 + Penalty 3593.678229 = -6984795.773446
  nChanged 43
		SP:Iteration 210Q (135625.810000 sec): 3 clusters
  Score: Raw -6988396.951652 + Penalty 3593.678229 = -6984803.273423
  nChanged 36
		SP:Iteration 211Q (135626.290000 sec): 3 clusters
  Score: Raw -6988404.070454 + Penalty 3593.678229 = -6984810.392225
  nChanged 31
		SP:Iteration 212Q (135626.720000 sec): 3 clusters
  Score: Raw -6988410.081714 + Penalty 3593.678229 = -6984816.403485
  nChanged 36
		SP:Iteration 213Q (135627.210000 sec): 3 clusters
  Score: Raw -6988417.303173 + Penalty 3593.678229 = -6984823.624944
  nChanged 37
		SP:Iteration 214Q (135627.680000 sec): 3 clusters
  Score: Raw -6988424.352404 + Penalty 3593.678229 = -6984830.674175
  nChanged 29
		SP:Iteration 215Q (135628.150000 sec): 3 clusters
  Score: Raw -6988429.961335 + Penalty 3593.678229 = -6984836.283106
  nChanged 27
		SP:Iteration 216Q (135628.620000 sec): 3 clusters
  Score: Raw -6988436.103757 + Penalty 3593.678229 = -6984842.425528
  nChanged 39
		SP:Iteration 217Q (135629.090000 sec): 3 clusters
  Score: Raw -6988444.314781 + Penalty 3593.678229 = -6984850.636551
  nChanged 37
		SP:Iteration 218Q (135629.540000 sec): 3 clusters
  Score: Raw -6988453.170707 + Penalty 3593.678229 = -6984859.492477
  nChanged 46
		SP:Iteration 219Q (135630.010000 sec): 3 clusters
  Score: Raw -6988464.166668 + Penalty 3593.678229 = -6984870.488438
  nChanged 49
		SP:Iteration 220F (135630.440000 sec): 3 clusters
  Score: Raw -6988475.845225 + Penalty 3593.678229 = -6984882.166996
  nChanged 45
		SP:Iteration 221Q (135630.860000 sec): 3 clusters
  Score: Raw -6988486.891223 + Penalty 3593.678229 = -6984893.212994
  nChanged 42
		SP:Iteration 222Q (135631.280000 sec): 3 clusters
  Score: Raw -6988497.126946 + Penalty 3593.678229 = -6984903.448716
  nChanged 37
		SP:Iteration 223Q (135631.660000 sec): 3 clusters
  Score: Raw -6988504.650449 + Penalty 3593.678229 = -6984910.972220
  nChanged 34
		SP:Iteration 224Q (135632.090000 sec): 3 clusters
  Score: Raw -6988511.805422 + Penalty 3593.678229 = -6984918.127193
  nChanged 32
		SP:Iteration 225Q (135632.500000 sec): 3 clusters
  Score: Raw -6988520.007128 + Penalty 3593.678229 = -6984926.328899
  nChanged 34
		SP:Iteration 226Q (135632.910000 sec): 3 clusters
  Score: Raw -6988527.459643 + Penalty 3593.678229 = -6984933.781414
  nChanged 22
		SP:Iteration 227Q (135633.300000 sec): 3 clusters
  Score: Raw -6988532.074909 + Penalty 3593.678229 = -6984938.396680
  nChanged 31
		SP:Iteration 228Q (135633.680000 sec): 3 clusters
  Score: Raw -6988539.547130 + Penalty 3593.678229 = -6984945.868901
  nChanged 28
		SP:Iteration 229Q (135634.110000 sec): 3 clusters
  Score: Raw -6988546.409712 + Penalty 3593.678229 = -6984952.731483
  nChanged 28
		SP:Iteration 230Q (135634.510000 sec): 3 clusters
  Score: Raw -6988552.960943 + Penalty 3593.678229 = -6984959.282714
  nChanged 31
		SP:Iteration 231Q (135634.950000 sec): 3 clusters
  Score: Raw -6988560.109719 + Penalty 3593.678229 = -6984966.431490
  nChanged 30
		SP:Iteration 232Q (135635.360000 sec): 3 clusters
  Score: Raw -6988568.300157 + Penalty 3593.678229 = -6984974.621928
  nChanged 25
		SP:Iteration 233Q (135635.800000 sec): 3 clusters
  Score: Raw -6988573.952484 + Penalty 3593.678229 = -6984980.274254
  nChanged 29
		SP:Iteration 234Q (135636.220000 sec): 3 clusters
  Score: Raw -6988582.737747 + Penalty 3593.678229 = -6984989.059518
  nChanged 30
		SP:Iteration 235Q (135636.640000 sec): 3 clusters
  Score: Raw -6988592.471268 + Penalty 3593.678229 = -6984998.793039
  nChanged 24
		SP:Iteration 236Q (135637.070000 sec): 3 clusters
  Score: Raw -6988597.776233 + Penalty 3593.678229 = -6985004.098004
  nChanged 23
		SP:Iteration 237Q (135637.490000 sec): 3 clusters
  Score: Raw -6988602.595014 + Penalty 3593.678229 = -6985008.916785
  nChanged 22
		SP:Iteration 238Q (135637.940000 sec): 3 clusters
  Score: Raw -6988608.068387 + Penalty 3593.678229 = -6985014.390158
  nChanged 24
		SP:Iteration 239Q (135638.370000 sec): 3 clusters
  Score: Raw -6988614.209378 + Penalty 3593.678229 = -6985020.531149
  nChanged 26
		SP:Iteration 240F (135638.840000 sec): 3 clusters
  Score: Raw -6988620.987441 + Penalty 3593.678229 = -6985027.309212
  nChanged 34
		SP:Iteration 241Q (135639.260000 sec): 3 clusters
  Score: Raw -6988629.178994 + Penalty 3593.678229 = -6985035.500765
  nChanged 25
		SP:Iteration 242Q (135639.700000 sec): 3 clusters
  Score: Raw -6988635.173342 + Penalty 3593.678229 = -6985041.495113
  nChanged 17
		SP:Iteration 243Q (135640.150000 sec): 3 clusters
  Score: Raw -6988638.101589 + Penalty 3593.678229 = -6985044.423359
  nChanged 12
		SP:Iteration 244Q (135640.590000 sec): 3 clusters
  Score: Raw -6988641.073022 + Penalty 3593.678229 = -6985047.394793
  nChanged 11
		SP:Iteration 245Q (135641.040000 sec): 3 clusters
  Score: Raw -6988643.071963 + Penalty 3593.678229 = -6985049.393734
  nChanged 5
		SP:Iteration 246Q (135641.460000 sec): 3 clusters
  Score: Raw -6988643.996293 + Penalty 3593.678229 = -6985050.318064
  nChanged 3
		SP:Iteration 247Q (135641.920000 sec): 3 clusters
  Score: Raw -6988644.372672 + Penalty 3593.678229 = -6985050.694443
  nChanged 0
		SP:Iteration 248F (135642.430000 sec): 3 clusters
  Score: Raw -6988644.372672 + Penalty 3593.678229 = -6985050.694443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135642.560000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135642.670000 sec): 3 clusters
  Score: Raw -24445.918524 + Penalty 1781.207650 = -22664.710874
  nChanged 35
		SP:Iteration 1F (135642.880000 sec): 3 clusters
  Score: Raw -24555.661495 + Penalty 1781.207650 = -22774.453845
  nChanged 5
		SP:Iteration 2Q (135643.080000 sec): 3 clusters
  Score: Raw -24572.104706 + Penalty 1781.207650 = -22790.897056
  nChanged 2
		SP:Iteration 3Q (135643.200000 sec): 3 clusters
  Score: Raw -24579.187219 + Penalty 1781.207650 = -22797.979569
  nChanged 1
		SP:Iteration 4Q (135643.400000 sec): 3 clusters
  Score: Raw -24583.813856 + Penalty 1781.207650 = -22802.606206
  nChanged 1
		SP:Iteration 5Q (135643.590000 sec): 3 clusters
  Score: Raw -24584.863839 + Penalty 1781.207650 = -22803.656189
  nChanged 0
		SP:Iteration 6F (135643.760000 sec): 3 clusters
  Score: Raw -24584.863839 + Penalty 1781.207650 = -22803.656189
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135643.920000 sec): 2 clusters
  Score: Raw -1602111.945275 + Penalty 1557.238600 = -1600554.706675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135644.120000 sec): 3 clusters
  Score: Raw -1593485.666424 + Penalty 3114.477200 = -1590371.189225
  nChanged 6525
		SP:Iteration 1F (135644.320000 sec): 3 clusters
  Score: Raw -1597317.845234 + Penalty 3114.477200 = -1594203.368034
  nChanged 1091
		SP:Iteration 2F (135644.600000 sec): 3 clusters
  Score: Raw -1598011.004142 + Penalty 3114.477200 = -1594896.526942
  nChanged 1128
		SP:Iteration 3F (135644.780000 sec): 3 clusters
  Score: Raw -1598773.356389 + Penalty 3114.477200 = -1595658.879189
  nChanged 1072
		SP:Iteration 4F (135645.040000 sec): 3 clusters
  Score: Raw -1599551.935620 + Penalty 3114.477200 = -1596437.458420
  nChanged 911
		SP:Iteration 5F (135645.270000 sec): 3 clusters
  Score: Raw -1600199.946325 + Penalty 3114.477200 = -1597085.469125
  nChanged 771
		SP:Iteration 6F (135645.480000 sec): 3 clusters
  Score: Raw -1600803.925682 + Penalty 3114.477200 = -1597689.448483
  nChanged 642
		SP:Iteration 7Q (135645.730000 sec): 3 clusters
  Score: Raw -1601357.043608 + Penalty 3114.477200 = -1598242.566408
  nChanged 475
		SP:Iteration 8Q (135645.970000 sec): 3 clusters
  Score: Raw -1601806.448076 + Penalty 3114.477200 = -1598691.970876
  nChanged 354
		SP:Iteration 9Q (135646.200000 sec): 3 clusters
  Score: Raw -1602150.680444 + Penalty 3114.477200 = -1599036.203244
  nChanged 244
		SP:Iteration 10Q (135646.440000 sec): 3 clusters
  Score: Raw -1602387.466918 + Penalty 3114.477200 = -1599272.989718
  nChanged 176
		SP:Iteration 11Q (135646.660000 sec): 3 clusters
  Score: Raw -1602533.854758 + Penalty 3114.477200 = -1599419.377559
  nChanged 120
		SP:Iteration 12Q (135646.890000 sec): 3 clusters
  Score: Raw -1602626.934916 + Penalty 3114.477200 = -1599512.457716
  nChanged 89
		SP:Iteration 13Q (135647.130000 sec): 3 clusters
  Score: Raw -1602699.854905 + Penalty 3114.477200 = -1599585.377705
  nChanged 76
		SP:Iteration 14Q (135647.380000 sec): 3 clusters
  Score: Raw -1602757.437788 + Penalty 3114.477200 = -1599642.960588
  nChanged 51
		SP:Iteration 15Q (135647.590000 sec): 3 clusters
  Score: Raw -1602791.929577 + Penalty 3114.477200 = -1599677.452377
  nChanged 51
		SP:Iteration 16Q (135647.800000 sec): 3 clusters
  Score: Raw -1602826.751961 + Penalty 3114.477200 = -1599712.274762
  nChanged 39
		SP:Iteration 17Q (135648.000000 sec): 3 clusters
  Score: Raw -1602848.441814 + Penalty 3114.477200 = -1599733.964614
  nChanged 30
		SP:Iteration 18Q (135648.260000 sec): 3 clusters
  Score: Raw -1602860.078417 + Penalty 3114.477200 = -1599745.601217
  nChanged 21
		SP:Iteration 19Q (135648.440000 sec): 3 clusters
  Score: Raw -1602869.974489 + Penalty 3114.477200 = -1599755.497290
  nChanged 12
		SP:Iteration 20F (135648.700000 sec): 3 clusters
  Score: Raw -1602874.632903 + Penalty 3114.477200 = -1599760.155703
  nChanged 11
		SP:Iteration 21Q (135648.890000 sec): 3 clusters
  Score: Raw -1602880.658548 + Penalty 3114.477200 = -1599766.181349
  nChanged 10
		SP:Iteration 22Q (135649.100000 sec): 3 clusters
  Score: Raw -1602885.454035 + Penalty 3114.477200 = -1599770.976835
  nChanged 5
		SP:Iteration 23Q (135649.360000 sec): 3 clusters
  Score: Raw -1602888.368234 + Penalty 3114.477200 = -1599773.891035
  nChanged 3
		SP:Iteration 24Q (135649.560000 sec): 3 clusters
  Score: Raw -1602890.059187 + Penalty 3114.477200 = -1599775.581988
  nChanged 2
		SP:Iteration 25Q (135649.790000 sec): 3 clusters
  Score: Raw -1602890.675246 + Penalty 3114.477200 = -1599776.198047
  nChanged 1
		SP:Iteration 26Q (135650.060000 sec): 3 clusters
  Score: Raw -1602890.845373 + Penalty 3114.477200 = -1599776.368173
  nChanged 2
		SP:Iteration 27Q (135650.280000 sec): 3 clusters
  Score: Raw -1602891.511961 + Penalty 3114.477200 = -1599777.034762
  nChanged 3
		SP:Iteration 28Q (135650.450000 sec): 3 clusters
  Score: Raw -1602892.338604 + Penalty 3114.477200 = -1599777.861404
  nChanged 3
		SP:Iteration 29Q (135650.670000 sec): 3 clusters
  Score: Raw -1602892.980142 + Penalty 3114.477200 = -1599778.502942
  nChanged 1
		SP:Iteration 30Q (135650.820000 sec): 3 clusters
  Score: Raw -1602893.097576 + Penalty 3114.477200 = -1599778.620376
  nChanged 0
		SP:Iteration 31F (135651.010000 sec): 3 clusters
  Score: Raw -1602893.097576 + Penalty 3114.477200 = -1599778.620376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135651.120000 sec): 2 clusters
  Score: Raw -379647.208122 + Penalty 1337.944260 = -378309.263862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135651.290000 sec): 3 clusters
  Score: Raw -377814.307559 + Penalty 2675.888521 = -375138.419039
  nChanged 1447
		SP:Iteration 1F (135651.480000 sec): 3 clusters
  Score: Raw -378767.881954 + Penalty 2675.888521 = -376091.993434
  nChanged 368
		SP:Iteration 2F (135651.660000 sec): 3 clusters
  Score: Raw -379053.226723 + Penalty 2675.888521 = -376377.338203
  nChanged 268
		SP:Iteration 3F (135651.850000 sec): 3 clusters
  Score: Raw -379281.553560 + Penalty 2675.888521 = -376605.665040
  nChanged 217
		SP:Iteration 4F (135652.030000 sec): 3 clusters
  Score: Raw -379487.055237 + Penalty 2675.888521 = -376811.166717
  nChanged 181
		SP:Iteration 5Q (135652.240000 sec): 3 clusters
  Score: Raw -379653.544102 + Penalty 2675.888521 = -376977.655581
  nChanged 178
		SP:Iteration 6Q (135652.410000 sec): 3 clusters
  Score: Raw -379819.486519 + Penalty 2675.888521 = -377143.597999
  nChanged 142
		SP:Iteration 7Q (135652.620000 sec): 3 clusters
  Score: Raw -379939.677660 + Penalty 2675.888521 = -377263.789139
  nChanged 109
		SP:Iteration 8Q (135652.790000 sec): 3 clusters
  Score: Raw -380012.905437 + Penalty 2675.888521 = -377337.016916
  nChanged 86
		SP:Iteration 9Q (135652.940000 sec): 3 clusters
  Score: Raw -380087.425545 + Penalty 2675.888521 = -377411.537024
  nChanged 87
		SP:Iteration 10Q (135653.170000 sec): 3 clusters
  Score: Raw -380164.800100 + Penalty 2675.888521 = -377488.911579
  nChanged 84
		SP:Iteration 11Q (135653.340000 sec): 3 clusters
  Score: Raw -380256.184864 + Penalty 2675.888521 = -377580.296343
  nChanged 92
		SP:Iteration 12Q (135653.490000 sec): 3 clusters
  Score: Raw -380341.462042 + Penalty 2675.888521 = -377665.573521
  nChanged 83
		SP:Iteration 13Q (135653.670000 sec): 3 clusters
  Score: Raw -380410.865600 + Penalty 2675.888521 = -377734.977079
  nChanged 68
		SP:Iteration 14Q (135653.820000 sec): 3 clusters
  Score: Raw -380458.725132 + Penalty 2675.888521 = -377782.836612
  nChanged 64
		SP:Iteration 15Q (135653.980000 sec): 3 clusters
  Score: Raw -380508.333744 + Penalty 2675.888521 = -377832.445224
  nChanged 48
		SP:Iteration 16Q (135654.200000 sec): 3 clusters
  Score: Raw -380553.635513 + Penalty 2675.888521 = -377877.746993
  nChanged 46
		SP:Iteration 17Q (135654.360000 sec): 3 clusters
  Score: Raw -380585.061954 + Penalty 2675.888521 = -377909.173434
  nChanged 30
		SP:Iteration 18Q (135654.560000 sec): 3 clusters
  Score: Raw -380605.073010 + Penalty 2675.888521 = -377929.184489
  nChanged 31
		SP:Iteration 19Q (135654.730000 sec): 3 clusters
  Score: Raw -380622.555539 + Penalty 2675.888521 = -377946.667018
  nChanged 33
		SP:Iteration 20F (135654.900000 sec): 3 clusters
  Score: Raw -380640.130220 + Penalty 2675.888521 = -377964.241699
  nChanged 21
		SP:Iteration 21Q (135655.080000 sec): 3 clusters
  Score: Raw -380651.802995 + Penalty 2675.888521 = -377975.914475
  nChanged 12
		SP:Iteration 22Q (135655.260000 sec): 3 clusters
  Score: Raw -380655.839566 + Penalty 2675.888521 = -377979.951045
  nChanged 8
		SP:Iteration 23Q (135655.460000 sec): 3 clusters
  Score: Raw -380658.750747 + Penalty 2675.888521 = -377982.862227
  nChanged 9
		SP:Iteration 24Q (135655.650000 sec): 3 clusters
  Score: Raw -380662.087741 + Penalty 2675.888521 = -377986.199220
  nChanged 11
		SP:Iteration 25Q (135655.800000 sec): 3 clusters
  Score: Raw -380668.537251 + Penalty 2675.888521 = -377992.648730
  nChanged 15
		SP:Iteration 26Q (135656.020000 sec): 3 clusters
  Score: Raw -380675.670255 + Penalty 2675.888521 = -377999.781735
  nChanged 14
		SP:Iteration 27Q (135656.210000 sec): 3 clusters
  Score: Raw -380680.246932 + Penalty 2675.888521 = -378004.358411
  nChanged 8
		SP:Iteration 28Q (135656.360000 sec): 3 clusters
  Score: Raw -380682.326540 + Penalty 2675.888521 = -378006.438019
  nChanged 9
		SP:Iteration 29Q (135656.560000 sec): 3 clusters
  Score: Raw -380686.870081 + Penalty 2675.888521 = -378010.981561
  nChanged 13
		SP:Iteration 30Q (135656.740000 sec): 3 clusters
  Score: Raw -380692.046153 + Penalty 2675.888521 = -378016.157632
  nChanged 10
		SP:Iteration 31Q (135656.910000 sec): 3 clusters
  Score: Raw -380697.186094 + Penalty 2675.888521 = -378021.297574
  nChanged 9
		SP:Iteration 32Q (135657.100000 sec): 3 clusters
  Score: Raw -380699.346447 + Penalty 2675.888521 = -378023.457927
  nChanged 7
		SP:Iteration 33Q (135657.270000 sec): 3 clusters
  Score: Raw -380701.137776 + Penalty 2675.888521 = -378025.249255
  nChanged 5
		SP:Iteration 34Q (135657.460000 sec): 3 clusters
  Score: Raw -380702.802942 + Penalty 2675.888521 = -378026.914422
  nChanged 5
		SP:Iteration 35Q (135657.650000 sec): 3 clusters
  Score: Raw -380704.100653 + Penalty 2675.888521 = -378028.212132
  nChanged 2
		SP:Iteration 36Q (135657.830000 sec): 3 clusters
  Score: Raw -380705.082197 + Penalty 2675.888521 = -378029.193676
  nChanged 6
		SP:Iteration 37Q (135658.010000 sec): 3 clusters
  Score: Raw -380707.321804 + Penalty 2675.888521 = -378031.433283
  nChanged 2
		SP:Iteration 38Q (135658.210000 sec): 3 clusters
  Score: Raw -380707.712497 + Penalty 2675.888521 = -378031.823976
  nChanged 2
		SP:Iteration 39Q (135658.400000 sec): 3 clusters
  Score: Raw -380708.516816 + Penalty 2675.888521 = -378032.628296
  nChanged 3
		SP:Iteration 40F (135658.570000 sec): 3 clusters
  Score: Raw -380709.278651 + Penalty 2675.888521 = -378033.390130
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (121516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135659.320000 sec): 2 clusters
  Score: Raw -12747558.833833 + Penalty 1902.517698 = -12745656.316134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135660.080000 sec): 3 clusters
  Score: Raw -12668028.898384 + Penalty 3805.035397 = -12664223.862988
  nChanged 58627
		SP:Iteration 1F (135660.880000 sec): 3 clusters
  Score: Raw -12703468.401088 + Penalty 3805.035397 = -12699663.365692
  nChanged 5503
		SP:Iteration 2Q (135661.650000 sec): 3 clusters
  Score: Raw -12705699.548322 + Penalty 3805.035397 = -12701894.512925
  nChanged 6176
		SP:Iteration 3F (135662.430000 sec): 3 clusters
  Score: Raw -12708618.846955 + Penalty 3805.035397 = -12704813.811558
  nChanged 6634
		SP:Iteration 4F (135663.210000 sec): 3 clusters
  Score: Raw -12712016.508703 + Penalty 3805.035397 = -12708211.473306
  nChanged 6880
		SP:Iteration 5F (135663.980000 sec): 3 clusters
  Score: Raw -12715855.573023 + Penalty 3805.035397 = -12712050.537626
  nChanged 7091
		SP:Iteration 6F (135664.850000 sec): 3 clusters
  Score: Raw -12720208.178412 + Penalty 3805.035397 = -12716403.143015
  nChanged 6974
		SP:Iteration 7F (135665.590000 sec): 3 clusters
  Score: Raw -12724928.905902 + Penalty 3805.035397 = -12721123.870505
  nChanged 6635
		SP:Iteration 8F (135666.370000 sec): 3 clusters
  Score: Raw -12729754.258751 + Penalty 3805.035397 = -12725949.223355
  nChanged 5891
		SP:Iteration 9Q (135667.190000 sec): 3 clusters
  Score: Raw -12734172.907239 + Penalty 3805.035397 = -12730367.871843
  nChanged 5035
		SP:Iteration 10Q (135667.970000 sec): 3 clusters
  Score: Raw -12737948.635974 + Penalty 3805.035397 = -12734143.600578
  nChanged 4054
		SP:Iteration 11Q (135668.730000 sec): 3 clusters
  Score: Raw -12740944.450562 + Penalty 3805.035397 = -12737139.415166
  nChanged 3181
		SP:Iteration 12Q (135669.430000 sec): 3 clusters
  Score: Raw -12743286.771875 + Penalty 3805.035397 = -12739481.736479
  nChanged 2347
		SP:Iteration 13Q (135670.190000 sec): 3 clusters
  Score: Raw -12744977.715139 + Penalty 3805.035397 = -12741172.679742
  nChanged 1631
		SP:Iteration 14Q (135670.920000 sec): 3 clusters
  Score: Raw -12746153.211097 + Penalty 3805.035397 = -12742348.175700
  nChanged 1083
		SP:Iteration 15Q (135671.670000 sec): 3 clusters
  Score: Raw -12746926.275252 + Penalty 3805.035397 = -12743121.239855
  nChanged 639
		SP:Iteration 16Q (135672.420000 sec): 3 clusters
  Score: Raw -12747359.104181 + Penalty 3805.035397 = -12743554.068784
  nChanged 382
		SP:Iteration 17Q (135673.150000 sec): 3 clusters
  Score: Raw -12747597.854234 + Penalty 3805.035397 = -12743792.818838
  nChanged 216
		SP:Iteration 18Q (135673.850000 sec): 3 clusters
  Score: Raw -12747723.487507 + Penalty 3805.035397 = -12743918.452110
  nChanged 153
		SP:Iteration 19Q (135674.570000 sec): 3 clusters
  Score: Raw -12747804.541790 + Penalty 3805.035397 = -12743999.506394
  nChanged 95
		SP:Iteration 20F (135675.340000 sec): 3 clusters
  Score: Raw -12747845.575846 + Penalty 3805.035397 = -12744040.540450
  nChanged 55
		SP:Iteration 21Q (135676.020000 sec): 3 clusters
  Score: Raw -12747868.126252 + Penalty 3805.035397 = -12744063.090856
  nChanged 31
		SP:Iteration 22Q (135676.720000 sec): 3 clusters
  Score: Raw -12747880.044251 + Penalty 3805.035397 = -12744075.008855
  nChanged 27
		SP:Iteration 23Q (135677.440000 sec): 3 clusters
  Score: Raw -12747891.920223 + Penalty 3805.035397 = -12744086.884826
  nChanged 29
		SP:Iteration 24Q (135678.220000 sec): 3 clusters
  Score: Raw -12747904.240017 + Penalty 3805.035397 = -12744099.204621
  nChanged 18
		SP:Iteration 25Q (135678.930000 sec): 3 clusters
  Score: Raw -12747912.704248 + Penalty 3805.035397 = -12744107.668851
  nChanged 15
		SP:Iteration 26Q (135679.630000 sec): 3 clusters
  Score: Raw -12747917.555272 + Penalty 3805.035397 = -12744112.519875
  nChanged 14
		SP:Iteration 27Q (135680.360000 sec): 3 clusters
  Score: Raw -12747926.035637 + Penalty 3805.035397 = -12744121.000240
  nChanged 12
		SP:Iteration 28Q (135681.060000 sec): 3 clusters
  Score: Raw -12747932.213028 + Penalty 3805.035397 = -12744127.177632
  nChanged 11
		SP:Iteration 29Q (135681.770000 sec): 3 clusters
  Score: Raw -12747936.974824 + Penalty 3805.035397 = -12744131.939427
  nChanged 5
		SP:Iteration 30Q (135682.480000 sec): 3 clusters
  Score: Raw -12747939.528767 + Penalty 3805.035397 = -12744134.493371
  nChanged 2
		SP:Iteration 31Q (135683.250000 sec): 3 clusters
  Score: Raw -12747939.957210 + Penalty 3805.035397 = -12744134.921813
  nChanged 2
		SP:Iteration 32Q (135684.000000 sec): 3 clusters
  Score: Raw -12747941.073892 + Penalty 3805.035397 = -12744136.038495
  nChanged 2
		SP:Iteration 33Q (135684.780000 sec): 3 clusters
  Score: Raw -12747943.283136 + Penalty 3805.035397 = -12744138.247739
  nChanged 4
		SP:Iteration 34Q (135685.490000 sec): 3 clusters
  Score: Raw -12747945.506063 + Penalty 3805.035397 = -12744140.470666
  nChanged 5
		SP:Iteration 35Q (135686.290000 sec): 3 clusters
  Score: Raw -12747947.433200 + Penalty 3805.035397 = -12744142.397804
  nChanged 3
		SP:Iteration 36Q (135687.000000 sec): 3 clusters
  Score: Raw -12747948.718050 + Penalty 3805.035397 = -12744143.682654
  nChanged 2
		SP:Iteration 37Q (135687.540000 sec): 3 clusters
  Score: Raw -12747949.262818 + Penalty 3805.035397 = -12744144.227421
  nChanged 1
		SP:Iteration 38Q (135688.130000 sec): 3 clusters
  Score: Raw -12747949.604862 + Penalty 3805.035397 = -12744144.569466
  nChanged 0
		SP:Iteration 39F (135688.890000 sec): 3 clusters
  Score: Raw -12747949.604862 + Penalty 3805.035397 = -12744144.569466
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135689.040000 sec): 2 clusters
  Score: Raw -406155.804134 + Penalty 1336.470131 = -404819.334003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135689.250000 sec): 3 clusters
  Score: Raw -404271.832034 + Penalty 2672.940261 = -401598.891773
  nChanged 1509
		SP:Iteration 1F (135689.460000 sec): 3 clusters
  Score: Raw -405117.569642 + Penalty 2672.940261 = -402444.629381
  nChanged 289
		SP:Iteration 2F (135689.610000 sec): 3 clusters
  Score: Raw -405284.302593 + Penalty 2672.940261 = -402611.362332
  nChanged 180
		SP:Iteration 3Q (135689.830000 sec): 3 clusters
  Score: Raw -405381.423796 + Penalty 2672.940261 = -402708.483535
  nChanged 150
		SP:Iteration 4Q (135690.020000 sec): 3 clusters
  Score: Raw -405461.155457 + Penalty 2672.940261 = -402788.215195
  nChanged 118
		SP:Iteration 5Q (135690.210000 sec): 3 clusters
  Score: Raw -405532.236969 + Penalty 2672.940261 = -402859.296707
  nChanged 122
		SP:Iteration 6Q (135690.390000 sec): 3 clusters
  Score: Raw -405605.235770 + Penalty 2672.940261 = -402932.295509
  nChanged 112
		SP:Iteration 7Q (135690.520000 sec): 3 clusters
  Score: Raw -405658.893075 + Penalty 2672.940261 = -402985.952814
  nChanged 98
		SP:Iteration 8Q (135690.740000 sec): 3 clusters
  Score: Raw -405704.530358 + Penalty 2672.940261 = -403031.590097
  nChanged 85
		SP:Iteration 9Q (135690.910000 sec): 3 clusters
  Score: Raw -405739.264305 + Penalty 2672.940261 = -403066.324044
  nChanged 60
		SP:Iteration 10Q (135691.090000 sec): 3 clusters
  Score: Raw -405763.413307 + Penalty 2672.940261 = -403090.473046
  nChanged 51
		SP:Iteration 11Q (135691.240000 sec): 3 clusters
  Score: Raw -405790.007799 + Penalty 2672.940261 = -403117.067537
  nChanged 75
		SP:Iteration 12Q (135691.410000 sec): 3 clusters
  Score: Raw -405816.912651 + Penalty 2672.940261 = -403143.972390
  nChanged 56
		SP:Iteration 13Q (135691.570000 sec): 3 clusters
  Score: Raw -405841.503651 + Penalty 2672.940261 = -403168.563390
  nChanged 55
		SP:Iteration 14Q (135691.710000 sec): 3 clusters
  Score: Raw -405865.618667 + Penalty 2672.940261 = -403192.678406
  nChanged 51
		SP:Iteration 15Q (135691.870000 sec): 3 clusters
  Score: Raw -405891.036771 + Penalty 2672.940261 = -403218.096510
  nChanged 56
		SP:Iteration 16Q (135692.040000 sec): 3 clusters
  Score: Raw -405912.969834 + Penalty 2672.940261 = -403240.029573
  nChanged 56
		SP:Iteration 17Q (135692.220000 sec): 3 clusters
  Score: Raw -405940.010100 + Penalty 2672.940261 = -403267.069839
  nChanged 65
		SP:Iteration 18Q (135692.410000 sec): 3 clusters
  Score: Raw -405970.054930 + Penalty 2672.940261 = -403297.114669
  nChanged 73
		SP:Iteration 19Q (135692.630000 sec): 3 clusters
  Score: Raw -406003.908810 + Penalty 2672.940261 = -403330.968549
  nChanged 59
		SP:Iteration 20F (135692.800000 sec): 3 clusters
  Score: Raw -406026.319030 + Penalty 2672.940261 = -403353.378769
  nChanged 51
		SP:Iteration 21Q (135693.000000 sec): 3 clusters
  Score: Raw -406044.381664 + Penalty 2672.940261 = -403371.441403
  nChanged 46
		SP:Iteration 22Q (135693.180000 sec): 3 clusters
  Score: Raw -406061.419810 + Penalty 2672.940261 = -403388.479549
  nChanged 43
		SP:Iteration 23Q (135693.340000 sec): 3 clusters
  Score: Raw -406074.214908 + Penalty 2672.940261 = -403401.274647
  nChanged 36
		SP:Iteration 24Q (135693.540000 sec): 3 clusters
  Score: Raw -406085.614259 + Penalty 2672.940261 = -403412.673997
  nChanged 28
		SP:Iteration 25Q (135693.740000 sec): 3 clusters
  Score: Raw -406093.807880 + Penalty 2672.940261 = -403420.867619
  nChanged 27
		SP:Iteration 26Q (135693.880000 sec): 3 clusters
  Score: Raw -406102.983632 + Penalty 2672.940261 = -403430.043371
  nChanged 31
		SP:Iteration 27Q (135694.040000 sec): 3 clusters
  Score: Raw -406111.471605 + Penalty 2672.940261 = -403438.531343
  nChanged 22
		SP:Iteration 28Q (135694.210000 sec): 3 clusters
  Score: Raw -406118.399307 + Penalty 2672.940261 = -403445.459045
  nChanged 19
		SP:Iteration 29Q (135694.390000 sec): 3 clusters
  Score: Raw -406125.530384 + Penalty 2672.940261 = -403452.590123
  nChanged 21
		SP:Iteration 30Q (135694.560000 sec): 3 clusters
  Score: Raw -406130.982485 + Penalty 2672.940261 = -403458.042224
  nChanged 25
		SP:Iteration 31Q (135694.730000 sec): 3 clusters
  Score: Raw -406137.776006 + Penalty 2672.940261 = -403464.835744
  nChanged 23
		SP:Iteration 32Q (135694.980000 sec): 3 clusters
  Score: Raw -406143.367757 + Penalty 2672.940261 = -403470.427495
  nChanged 17
		SP:Iteration 33Q (135695.170000 sec): 3 clusters
  Score: Raw -406149.683826 + Penalty 2672.940261 = -403476.743565
  nChanged 20
		SP:Iteration 34Q (135695.320000 sec): 3 clusters
  Score: Raw -406154.153291 + Penalty 2672.940261 = -403481.213030
  nChanged 17
		SP:Iteration 35Q (135695.510000 sec): 3 clusters
  Score: Raw -406159.523125 + Penalty 2672.940261 = -403486.582863
  nChanged 20
		SP:Iteration 36Q (135695.710000 sec): 3 clusters
  Score: Raw -406165.554020 + Penalty 2672.940261 = -403492.613759
  nChanged 18
		SP:Iteration 37Q (135695.940000 sec): 3 clusters
  Score: Raw -406170.779153 + Penalty 2672.940261 = -403497.838891
  nChanged 23
		SP:Iteration 38Q (135696.090000 sec): 3 clusters
  Score: Raw -406178.760130 + Penalty 2672.940261 = -403505.819868
  nChanged 22
		SP:Iteration 39Q (135696.270000 sec): 3 clusters
  Score: Raw -406184.643811 + Penalty 2672.940261 = -403511.703550
  nChanged 26
		SP:Iteration 40F (135696.470000 sec): 3 clusters
  Score: Raw -406192.174388 + Penalty 2672.940261 = -403519.234127
  nChanged 23
		SP:Iteration 41Q (135696.710000 sec): 3 clusters
  Score: Raw -406200.303371 + Penalty 2672.940261 = -403527.363110
  nChanged 21
		SP:Iteration 42Q (135696.870000 sec): 3 clusters
  Score: Raw -406206.165051 + Penalty 2672.940261 = -403533.224790
  nChanged 18
		SP:Iteration 43Q (135697.060000 sec): 3 clusters
  Score: Raw -406213.277072 + Penalty 2672.940261 = -403540.336810
  nChanged 25
		SP:Iteration 44Q (135697.280000 sec): 3 clusters
  Score: Raw -406222.146831 + Penalty 2672.940261 = -403549.206570
  nChanged 28
		SP:Iteration 45Q (135697.450000 sec): 3 clusters
  Score: Raw -406233.164263 + Penalty 2672.940261 = -403560.224002
  nChanged 30
		SP:Iteration 46Q (135697.640000 sec): 3 clusters
  Score: Raw -406242.998582 + Penalty 2672.940261 = -403570.058320
  nChanged 25
		SP:Iteration 47Q (135697.820000 sec): 3 clusters
  Score: Raw -406250.458010 + Penalty 2672.940261 = -403577.517749
  nChanged 24
		SP:Iteration 48Q (135697.980000 sec): 3 clusters
  Score: Raw -406258.002631 + Penalty 2672.940261 = -403585.062370
  nChanged 26
		SP:Iteration 49Q (135698.140000 sec): 3 clusters
  Score: Raw -406265.605579 + Penalty 2672.940261 = -403592.665318
  nChanged 25
		SP:Iteration 50Q (135698.310000 sec): 3 clusters
  Score: Raw -406272.946334 + Penalty 2672.940261 = -403600.006073
  nChanged 19
		SP:Iteration 51Q (135698.460000 sec): 3 clusters
  Score: Raw -406279.398617 + Penalty 2672.940261 = -403606.458356
  nChanged 15
		SP:Iteration 52Q (135698.600000 sec): 3 clusters
  Score: Raw -406284.238682 + Penalty 2672.940261 = -403611.298421
  nChanged 10
		SP:Iteration 53Q (135698.750000 sec): 3 clusters
  Score: Raw -406287.902959 + Penalty 2672.940261 = -403614.962697
  nChanged 9
		SP:Iteration 54Q (135698.920000 sec): 3 clusters
  Score: Raw -406290.142069 + Penalty 2672.940261 = -403617.201808
  nChanged 10
		SP:Iteration 55Q (135699.080000 sec): 3 clusters
  Score: Raw -406292.161349 + Penalty 2672.940261 = -403619.221088
  nChanged 4
		SP:Iteration 56Q (135699.270000 sec): 3 clusters
  Score: Raw -406293.140262 + Penalty 2672.940261 = -403620.200001
  nChanged 6
		SP:Iteration 57Q (135699.460000 sec): 3 clusters
  Score: Raw -406294.532397 + Penalty 2672.940261 = -403621.592136
  nChanged 7
		SP:Iteration 58Q (135699.640000 sec): 3 clusters
  Score: Raw -406295.971208 + Penalty 2672.940261 = -403623.030947
  nChanged 7
		SP:Iteration 59Q (135699.830000 sec): 3 clusters
  Score: Raw -406297.711429 + Penalty 2672.940261 = -403624.771168
  nChanged 4
		SP:Iteration 60F (135700.020000 sec): 3 clusters
  Score: Raw -406298.460487 + Penalty 2672.940261 = -403625.520226
  nChanged 6
		SP:Iteration 61Q (135700.170000 sec): 3 clusters
  Score: Raw -406299.427343 + Penalty 2672.940261 = -403626.487081
  nChanged 3
		SP:Iteration 62Q (135700.340000 sec): 3 clusters
  Score: Raw -406300.538454 + Penalty 2672.940261 = -403627.598193
  nChanged 4
		SP:Iteration 63Q (135700.490000 sec): 3 clusters
  Score: Raw -406301.463668 + Penalty 2672.940261 = -403628.523407
  nChanged 5
		SP:Iteration 64Q (135700.720000 sec): 3 clusters
  Score: Raw -406302.983725 + Penalty 2672.940261 = -403630.043463
  nChanged 4
		SP:Iteration 65Q (135700.910000 sec): 3 clusters
  Score: Raw -406303.964001 + Penalty 2672.940261 = -403631.023740
  nChanged 4
		SP:Iteration 66Q (135701.120000 sec): 3 clusters
  Score: Raw -406305.054276 + Penalty 2672.940261 = -403632.114014
  nChanged 5
		SP:Iteration 67Q (135701.260000 sec): 3 clusters
  Score: Raw -406306.244603 + Penalty 2672.940261 = -403633.304342
  nChanged 4
		SP:Iteration 68Q (135701.440000 sec): 3 clusters
  Score: Raw -406307.855616 + Penalty 2672.940261 = -403634.915355
  nChanged 5
		SP:Iteration 69Q (135701.630000 sec): 3 clusters
  Score: Raw -406308.957646 + Penalty 2672.940261 = -403636.017385
  nChanged 5
		SP:Iteration 70Q (135701.810000 sec): 3 clusters
  Score: Raw -406310.396971 + Penalty 2672.940261 = -403637.456710
  nChanged 5
		SP:Iteration 71Q (135701.990000 sec): 3 clusters
  Score: Raw -406312.103967 + Penalty 2672.940261 = -403639.163706
  nChanged 7
		SP:Iteration 72Q (135702.160000 sec): 3 clusters
  Score: Raw -406313.566444 + Penalty 2672.940261 = -403640.626183
  nChanged 5
		SP:Iteration 73Q (135702.360000 sec): 3 clusters
  Score: Raw -406314.899211 + Penalty 2672.940261 = -403641.958950
  nChanged 7
		SP:Iteration 74Q (135702.540000 sec): 3 clusters
  Score: Raw -406316.183981 + Penalty 2672.940261 = -403643.243719
  nChanged 7
		SP:Iteration 75Q (135702.720000 sec): 3 clusters
  Score: Raw -406317.707317 + Penalty 2672.940261 = -403644.767056
  nChanged 8
		SP:Iteration 76Q (135702.900000 sec): 3 clusters
  Score: Raw -406320.372583 + Penalty 2672.940261 = -403647.432322
  nChanged 5
		SP:Iteration 77Q (135703.100000 sec): 3 clusters
  Score: Raw -406321.371270 + Penalty 2672.940261 = -403648.431009
  nChanged 6
		SP:Iteration 78Q (135703.250000 sec): 3 clusters
  Score: Raw -406322.459435 + Penalty 2672.940261 = -403649.519174
  nChanged 4
		SP:Iteration 79Q (135703.450000 sec): 3 clusters
  Score: Raw -406323.641244 + Penalty 2672.940261 = -403650.700983
  nChanged 5
		SP:Iteration 80F (135703.620000 sec): 3 clusters
  Score: Raw -406324.850650 + Penalty 2672.940261 = -403651.910389
  nChanged 4
		SP:Iteration 81Q (135703.800000 sec): 3 clusters
  Score: Raw -406325.704111 + Penalty 2672.940261 = -403652.763850
  nChanged 2
		SP:Iteration 82Q (135703.970000 sec): 3 clusters
  Score: Raw -406326.014358 + Penalty 2672.940261 = -403653.074096
  nChanged 1
		SP:Iteration 83Q (135704.160000 sec): 3 clusters
  Score: Raw -406326.417225 + Penalty 2672.940261 = -403653.476963
  nChanged 1
		SP:Iteration 84Q (135704.320000 sec): 3 clusters
  Score: Raw -406326.504790 + Penalty 2672.940261 = -403653.564529
  nChanged 0
		SP:Iteration 85F (135704.530000 sec): 3 clusters
  Score: Raw -406326.504790 + Penalty 2672.940261 = -403653.564529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135704.640000 sec): 2 clusters
  Score: Raw -346474.471607 + Penalty 1307.772271 = -345166.699336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135704.800000 sec): 3 clusters
  Score: Raw -344972.955221 + Penalty 2615.544541 = -342357.410680
  nChanged 1212
		SP:Iteration 1F (135704.970000 sec): 3 clusters
  Score: Raw -345740.551254 + Penalty 2615.544541 = -343125.006713
  nChanged 298
		SP:Iteration 2F (135705.180000 sec): 3 clusters
  Score: Raw -345998.690579 + Penalty 2615.544541 = -343383.146038
  nChanged 232
		SP:Iteration 3F (135705.340000 sec): 3 clusters
  Score: Raw -346214.165233 + Penalty 2615.544541 = -343598.620691
  nChanged 215
		SP:Iteration 4F (135705.500000 sec): 3 clusters
  Score: Raw -346415.506641 + Penalty 2615.544541 = -343799.962100
  nChanged 187
		SP:Iteration 5F (135705.660000 sec): 3 clusters
  Score: Raw -346560.687871 + Penalty 2615.544541 = -343945.143330
  nChanged 108
		SP:Iteration 6Q (135705.800000 sec): 3 clusters
  Score: Raw -346623.953562 + Penalty 2615.544541 = -344008.409021
  nChanged 65
		SP:Iteration 7Q (135705.920000 sec): 3 clusters
  Score: Raw -346663.278270 + Penalty 2615.544541 = -344047.733729
  nChanged 50
		SP:Iteration 8Q (135706.080000 sec): 3 clusters
  Score: Raw -346688.497287 + Penalty 2615.544541 = -344072.952746
  nChanged 46
		SP:Iteration 9Q (135706.270000 sec): 3 clusters
  Score: Raw -346715.405738 + Penalty 2615.544541 = -344099.861197
  nChanged 37
		SP:Iteration 10Q (135706.440000 sec): 3 clusters
  Score: Raw -346734.750459 + Penalty 2615.544541 = -344119.205918
  nChanged 24
		SP:Iteration 11Q (135706.600000 sec): 3 clusters
  Score: Raw -346746.471965 + Penalty 2615.544541 = -344130.927424
  nChanged 25
		SP:Iteration 12Q (135706.770000 sec): 3 clusters
  Score: Raw -346756.965590 + Penalty 2615.544541 = -344141.421049
  nChanged 22
		SP:Iteration 13Q (135706.900000 sec): 3 clusters
  Score: Raw -346764.202614 + Penalty 2615.544541 = -344148.658073
  nChanged 7
		SP:Iteration 14Q (135707.100000 sec): 3 clusters
  Score: Raw -346767.753509 + Penalty 2615.544541 = -344152.208968
  nChanged 8
		SP:Iteration 15Q (135707.290000 sec): 3 clusters
  Score: Raw -346770.724852 + Penalty 2615.544541 = -344155.180311
  nChanged 6
		SP:Iteration 16Q (135707.440000 sec): 3 clusters
  Score: Raw -346772.016695 + Penalty 2615.544541 = -344156.472153
  nChanged 4
		SP:Iteration 17Q (135707.600000 sec): 3 clusters
  Score: Raw -346773.188566 + Penalty 2615.544541 = -344157.644025
  nChanged 4
		SP:Iteration 18Q (135707.790000 sec): 3 clusters
  Score: Raw -346774.956380 + Penalty 2615.544541 = -344159.411839
  nChanged 5
		SP:Iteration 19Q (135707.980000 sec): 3 clusters
  Score: Raw -346776.640285 + Penalty 2615.544541 = -344161.095744
  nChanged 2
		SP:Iteration 20F (135708.160000 sec): 3 clusters
  Score: Raw -346777.655734 + Penalty 2615.544541 = -344162.111192
  nChanged 3
		SP:Iteration 21Q (135708.350000 sec): 3 clusters
  Score: Raw -346778.455454 + Penalty 2615.544541 = -344162.910913
  nChanged 3
		SP:Iteration 22Q (135708.530000 sec): 3 clusters
  Score: Raw -346779.877892 + Penalty 2615.544541 = -344164.333350
  nChanged 0
		SP:Iteration 23F (135708.680000 sec): 3 clusters
  Score: Raw -346779.877892 + Penalty 2615.544541 = -344164.333350
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135708.820000 sec): 2 clusters
  Score: Raw -370312.654606 + Penalty 1320.126318 = -368992.528288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135709.020000 sec): 3 clusters
  Score: Raw -368702.128276 + Penalty 2640.252636 = -366061.875640
  nChanged 1280
		SP:Iteration 1F (135709.140000 sec): 3 clusters
  Score: Raw -369447.015444 + Penalty 2640.252636 = -366806.762809
  nChanged 263
		SP:Iteration 2F (135709.320000 sec): 3 clusters
  Score: Raw -369611.035613 + Penalty 2640.252636 = -366970.782977
  nChanged 161
		SP:Iteration 3Q (135709.450000 sec): 3 clusters
  Score: Raw -369697.735727 + Penalty 2640.252636 = -367057.483091
  nChanged 118
		SP:Iteration 4Q (135709.620000 sec): 3 clusters
  Score: Raw -369758.670179 + Penalty 2640.252636 = -367118.417543
  nChanged 106
		SP:Iteration 5Q (135709.780000 sec): 3 clusters
  Score: Raw -369811.231920 + Penalty 2640.252636 = -367170.979284
  nChanged 79
		SP:Iteration 6Q (135709.980000 sec): 3 clusters
  Score: Raw -369852.247355 + Penalty 2640.252636 = -367211.994720
  nChanged 89
		SP:Iteration 7Q (135710.120000 sec): 3 clusters
  Score: Raw -369893.890038 + Penalty 2640.252636 = -367253.637403
  nChanged 77
		SP:Iteration 8Q (135710.280000 sec): 3 clusters
  Score: Raw -369930.693949 + Penalty 2640.252636 = -367290.441313
  nChanged 72
		SP:Iteration 9Q (135710.460000 sec): 3 clusters
  Score: Raw -369968.192873 + Penalty 2640.252636 = -367327.940238
  nChanged 76
		SP:Iteration 10Q (135710.590000 sec): 3 clusters
  Score: Raw -370010.734306 + Penalty 2640.252636 = -367370.481670
  nChanged 64
		SP:Iteration 11Q (135710.750000 sec): 3 clusters
  Score: Raw -370050.673752 + Penalty 2640.252636 = -367410.421116
  nChanged 77
		SP:Iteration 12Q (135710.930000 sec): 3 clusters
  Score: Raw -370090.106285 + Penalty 2640.252636 = -367449.853650
  nChanged 47
		SP:Iteration 13Q (135711.130000 sec): 3 clusters
  Score: Raw -370106.462077 + Penalty 2640.252636 = -367466.209442
  nChanged 36
		SP:Iteration 14Q (135711.290000 sec): 3 clusters
  Score: Raw -370119.690786 + Penalty 2640.252636 = -367479.438150
  nChanged 35
		SP:Iteration 15Q (135711.460000 sec): 3 clusters
  Score: Raw -370134.736042 + Penalty 2640.252636 = -367494.483407
  nChanged 34
		SP:Iteration 16Q (135711.650000 sec): 3 clusters
  Score: Raw -370148.972348 + Penalty 2640.252636 = -367508.719712
  nChanged 33
		SP:Iteration 17Q (135711.840000 sec): 3 clusters
  Score: Raw -370163.740279 + Penalty 2640.252636 = -367523.487644
  nChanged 34
		SP:Iteration 18Q (135712.070000 sec): 3 clusters
  Score: Raw -370175.868588 + Penalty 2640.252636 = -367535.615952
  nChanged 35
		SP:Iteration 19Q (135712.250000 sec): 3 clusters
  Score: Raw -370186.404194 + Penalty 2640.252636 = -367546.151559
  nChanged 30
		SP:Iteration 20F (135712.400000 sec): 3 clusters
  Score: Raw -370198.298993 + Penalty 2640.252636 = -367558.046358
  nChanged 30
		SP:Iteration 21Q (135712.610000 sec): 3 clusters
  Score: Raw -370210.706758 + Penalty 2640.252636 = -367570.454122
  nChanged 27
		SP:Iteration 22Q (135712.750000 sec): 3 clusters
  Score: Raw -370220.450091 + Penalty 2640.252636 = -367580.197456
  nChanged 20
		SP:Iteration 23Q (135712.950000 sec): 3 clusters
  Score: Raw -370226.698715 + Penalty 2640.252636 = -367586.446080
  nChanged 13
		SP:Iteration 24Q (135713.140000 sec): 3 clusters
  Score: Raw -370233.132444 + Penalty 2640.252636 = -367592.879809
  nChanged 18
		SP:Iteration 25Q (135713.310000 sec): 3 clusters
  Score: Raw -370237.378199 + Penalty 2640.252636 = -367597.125563
  nChanged 16
		SP:Iteration 26Q (135713.530000 sec): 3 clusters
  Score: Raw -370242.327084 + Penalty 2640.252636 = -367602.074449
  nChanged 11
		SP:Iteration 27Q (135713.680000 sec): 3 clusters
  Score: Raw -370245.660203 + Penalty 2640.252636 = -367605.407567
  nChanged 19
		SP:Iteration 28Q (135713.860000 sec): 3 clusters
  Score: Raw -370251.189022 + Penalty 2640.252636 = -367610.936386
  nChanged 22
		SP:Iteration 29Q (135714.030000 sec): 3 clusters
  Score: Raw -370257.289279 + Penalty 2640.252636 = -367617.036644
  nChanged 13
		SP:Iteration 30Q (135714.210000 sec): 3 clusters
  Score: Raw -370260.787284 + Penalty 2640.252636 = -367620.534649
  nChanged 14
		SP:Iteration 31Q (135714.390000 sec): 3 clusters
  Score: Raw -370264.585398 + Penalty 2640.252636 = -367624.332762
  nChanged 14
		SP:Iteration 32Q (135714.590000 sec): 3 clusters
  Score: Raw -370270.215718 + Penalty 2640.252636 = -367629.963083
  nChanged 15
		SP:Iteration 33Q (135714.790000 sec): 3 clusters
  Score: Raw -370274.903444 + Penalty 2640.252636 = -367634.650808
  nChanged 11
		SP:Iteration 34Q (135714.960000 sec): 3 clusters
  Score: Raw -370278.294470 + Penalty 2640.252636 = -367638.041835
  nChanged 10
		SP:Iteration 35Q (135715.150000 sec): 3 clusters
  Score: Raw -370281.876791 + Penalty 2640.252636 = -367641.624155
  nChanged 17
		SP:Iteration 36Q (135715.330000 sec): 3 clusters
  Score: Raw -370287.067230 + Penalty 2640.252636 = -367646.814594
  nChanged 14
		SP:Iteration 37Q (135715.500000 sec): 3 clusters
  Score: Raw -370291.624287 + Penalty 2640.252636 = -367651.371651
  nChanged 16
		SP:Iteration 38Q (135715.670000 sec): 3 clusters
  Score: Raw -370297.350146 + Penalty 2640.252636 = -367657.097511
  nChanged 17
		SP:Iteration 39Q (135715.880000 sec): 3 clusters
  Score: Raw -370302.283775 + Penalty 2640.252636 = -367662.031140
  nChanged 12
		SP:Iteration 40F (135716.040000 sec): 3 clusters
  Score: Raw -370306.350827 + Penalty 2640.252636 = -367666.098191
  nChanged 16
		SP:Iteration 41Q (135716.220000 sec): 3 clusters
  Score: Raw -370311.061259 + Penalty 2640.252636 = -367670.808623
  nChanged 16
		SP:Iteration 42Q (135716.390000 sec): 3 clusters
  Score: Raw -370314.978488 + Penalty 2640.252636 = -367674.725852
  nChanged 11
		SP:Iteration 43Q (135716.590000 sec): 3 clusters
  Score: Raw -370318.124069 + Penalty 2640.252636 = -367677.871434
  nChanged 11
		SP:Iteration 44Q (135716.780000 sec): 3 clusters
  Score: Raw -370321.856144 + Penalty 2640.252636 = -367681.603509
  nChanged 13
		SP:Iteration 45Q (135716.960000 sec): 3 clusters
  Score: Raw -370324.460798 + Penalty 2640.252636 = -367684.208162
  nChanged 8
		SP:Iteration 46Q (135717.140000 sec): 3 clusters
  Score: Raw -370325.712326 + Penalty 2640.252636 = -367685.459691
  nChanged 4
		SP:Iteration 47Q (135717.310000 sec): 3 clusters
  Score: Raw -370326.559638 + Penalty 2640.252636 = -367686.307003
  nChanged 2
		SP:Iteration 48Q (135717.480000 sec): 3 clusters
  Score: Raw -370326.724339 + Penalty 2640.252636 = -367686.471703
  nChanged 0
		SP:Iteration 49F (135717.660000 sec): 3 clusters
  Score: Raw -370326.724339 + Penalty 2640.252636 = -367686.471703
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135717.780000 sec): 2 clusters
  Score: Raw -626563.774416 + Penalty 1418.079555 = -625145.694861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135717.980000 sec): 3 clusters
  Score: Raw -623294.274478 + Penalty 2836.159110 = -620458.115368
  nChanged 2582
		SP:Iteration 1F (135718.180000 sec): 3 clusters
  Score: Raw -624729.314169 + Penalty 2836.159110 = -621893.155059
  nChanged 470
		SP:Iteration 2F (135718.400000 sec): 3 clusters
  Score: Raw -625007.622824 + Penalty 2836.159110 = -622171.463714
  nChanged 365
		SP:Iteration 3F (135718.600000 sec): 3 clusters
  Score: Raw -625218.069649 + Penalty 2836.159110 = -622381.910539
  nChanged 312
		SP:Iteration 4F (135718.800000 sec): 3 clusters
  Score: Raw -625377.387757 + Penalty 2836.159110 = -622541.228647
  nChanged 265
		SP:Iteration 5Q (135718.970000 sec): 3 clusters
  Score: Raw -625501.555133 + Penalty 2836.159110 = -622665.396023
  nChanged 223
		SP:Iteration 6Q (135719.190000 sec): 3 clusters
  Score: Raw -625612.075323 + Penalty 2836.159110 = -622775.916213
  nChanged 190
		SP:Iteration 7Q (135719.390000 sec): 3 clusters
  Score: Raw -625715.454801 + Penalty 2836.159110 = -622879.295691
  nChanged 218
		SP:Iteration 8Q (135719.590000 sec): 3 clusters
  Score: Raw -625854.531338 + Penalty 2836.159110 = -623018.372228
  nChanged 244
		SP:Iteration 9Q (135719.740000 sec): 3 clusters
  Score: Raw -626024.432097 + Penalty 2836.159110 = -623188.272987
  nChanged 229
		SP:Iteration 10Q (135719.930000 sec): 3 clusters
  Score: Raw -626164.884519 + Penalty 2836.159110 = -623328.725409
  nChanged 199
		SP:Iteration 11Q (135720.130000 sec): 3 clusters
  Score: Raw -626265.984650 + Penalty 2836.159110 = -623429.825540
  nChanged 179
		SP:Iteration 12Q (135720.340000 sec): 3 clusters
  Score: Raw -626348.086851 + Penalty 2836.159110 = -623511.927741
  nChanged 132
		SP:Iteration 13Q (135720.550000 sec): 3 clusters
  Score: Raw -626399.532863 + Penalty 2836.159110 = -623563.373753
  nChanged 106
		SP:Iteration 14Q (135720.740000 sec): 3 clusters
  Score: Raw -626439.588927 + Penalty 2836.159110 = -623603.429817
  nChanged 78
		SP:Iteration 15Q (135720.890000 sec): 3 clusters
  Score: Raw -626462.279568 + Penalty 2836.159110 = -623626.120458
  nChanged 62
		SP:Iteration 16Q (135721.070000 sec): 3 clusters
  Score: Raw -626480.734889 + Penalty 2836.159110 = -623644.575779
  nChanged 50
		SP:Iteration 17Q (135721.290000 sec): 3 clusters
  Score: Raw -626495.755474 + Penalty 2836.159110 = -623659.596364
  nChanged 51
		SP:Iteration 18Q (135721.490000 sec): 3 clusters
  Score: Raw -626507.822915 + Penalty 2836.159110 = -623671.663805
  nChanged 39
		SP:Iteration 19Q (135721.680000 sec): 3 clusters
  Score: Raw -626516.479827 + Penalty 2836.159110 = -623680.320717
  nChanged 31
		SP:Iteration 20F (135721.870000 sec): 3 clusters
  Score: Raw -626526.083437 + Penalty 2836.159110 = -623689.924327
  nChanged 34
		SP:Iteration 21Q (135722.080000 sec): 3 clusters
  Score: Raw -626533.619700 + Penalty 2836.159110 = -623697.460590
  nChanged 31
		SP:Iteration 22Q (135722.310000 sec): 3 clusters
  Score: Raw -626539.651661 + Penalty 2836.159110 = -623703.492551
  nChanged 27
		SP:Iteration 23Q (135722.500000 sec): 3 clusters
  Score: Raw -626544.329102 + Penalty 2836.159110 = -623708.169992
  nChanged 22
		SP:Iteration 24Q (135722.680000 sec): 3 clusters
  Score: Raw -626549.401887 + Penalty 2836.159110 = -623713.242777
  nChanged 34
		SP:Iteration 25Q (135722.880000 sec): 3 clusters
  Score: Raw -626558.238662 + Penalty 2836.159110 = -623722.079552
  nChanged 23
		SP:Iteration 26Q (135723.070000 sec): 3 clusters
  Score: Raw -626562.215006 + Penalty 2836.159110 = -623726.055896
  nChanged 14
		SP:Iteration 27Q (135723.270000 sec): 3 clusters
  Score: Raw -626565.016320 + Penalty 2836.159110 = -623728.857210
  nChanged 15
		SP:Iteration 28Q (135723.470000 sec): 3 clusters
  Score: Raw -626568.529962 + Penalty 2836.159110 = -623732.370852
  nChanged 23
		SP:Iteration 29Q (135723.690000 sec): 3 clusters
  Score: Raw -626574.523642 + Penalty 2836.159110 = -623738.364532
  nChanged 24
		SP:Iteration 30Q (135723.910000 sec): 3 clusters
  Score: Raw -626580.845584 + Penalty 2836.159110 = -623744.686474
  nChanged 26
		SP:Iteration 31Q (135724.090000 sec): 3 clusters
  Score: Raw -626588.489129 + Penalty 2836.159110 = -623752.330018
  nChanged 29
		SP:Iteration 32Q (135724.270000 sec): 3 clusters
  Score: Raw -626594.854431 + Penalty 2836.159110 = -623758.695321
  nChanged 27
		SP:Iteration 33Q (135724.480000 sec): 3 clusters
  Score: Raw -626600.068080 + Penalty 2836.159110 = -623763.908970
  nChanged 16
		SP:Iteration 34Q (135724.680000 sec): 3 clusters
  Score: Raw -626603.843258 + Penalty 2836.159110 = -623767.684148
  nChanged 12
		SP:Iteration 35Q (135724.830000 sec): 3 clusters
  Score: Raw -626606.098870 + Penalty 2836.159110 = -623769.939760
  nChanged 7
		SP:Iteration 36Q (135724.990000 sec): 3 clusters
  Score: Raw -626607.366340 + Penalty 2836.159110 = -623771.207230
  nChanged 7
		SP:Iteration 37Q (135725.200000 sec): 3 clusters
  Score: Raw -626608.523227 + Penalty 2836.159110 = -623772.364117
  nChanged 8
		SP:Iteration 38Q (135725.450000 sec): 3 clusters
  Score: Raw -626610.115243 + Penalty 2836.159110 = -623773.956133
  nChanged 6
		SP:Iteration 39Q (135725.650000 sec): 3 clusters
  Score: Raw -626611.456226 + Penalty 2836.159110 = -623775.297116
  nChanged 7
		SP:Iteration 40F (135725.880000 sec): 3 clusters
  Score: Raw -626612.541561 + Penalty 2836.159110 = -623776.382451
  nChanged 7
		SP:Iteration 41Q (135726.090000 sec): 3 clusters
  Score: Raw -626613.427793 + Penalty 2836.159110 = -623777.268683
  nChanged 4
		SP:Iteration 42Q (135726.270000 sec): 3 clusters
  Score: Raw -626613.824717 + Penalty 2836.159110 = -623777.665606
  nChanged 1
		SP:Iteration 43Q (135726.470000 sec): 3 clusters
  Score: Raw -626613.907677 + Penalty 2836.159110 = -623777.748567
  nChanged 2
		SP:Iteration 44Q (135726.730000 sec): 3 clusters
  Score: Raw -626614.127946 + Penalty 2836.159110 = -623777.968836
  nChanged 1
		SP:Iteration 45Q (135726.880000 sec): 3 clusters
  Score: Raw -626614.291801 + Penalty 2836.159110 = -623778.132691
  nChanged 0
		SP:Iteration 46F (135727.090000 sec): 3 clusters
  Score: Raw -626614.291801 + Penalty 2836.159110 = -623778.132691
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135727.210000 sec): 2 clusters
  Score: Raw -872869.243602 + Penalty 1470.290101 = -871398.953501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135727.430000 sec): 3 clusters
  Score: Raw -868170.385822 + Penalty 2940.580202 = -865229.805620
  nChanged 3598
		SP:Iteration 1F (135727.660000 sec): 3 clusters
  Score: Raw -870282.919458 + Penalty 2940.580202 = -867342.339256
  nChanged 603
		SP:Iteration 2F (135727.830000 sec): 3 clusters
  Score: Raw -870653.843367 + Penalty 2940.580202 = -867713.263165
  nChanged 525
		SP:Iteration 3F (135728.060000 sec): 3 clusters
  Score: Raw -871008.702575 + Penalty 2940.580202 = -868068.122374
  nChanged 473
		SP:Iteration 4F (135728.290000 sec): 3 clusters
  Score: Raw -871318.455531 + Penalty 2940.580202 = -868377.875329
  nChanged 428
		SP:Iteration 5F (135728.470000 sec): 3 clusters
  Score: Raw -871584.906144 + Penalty 2940.580202 = -868644.325942
  nChanged 385
		SP:Iteration 6Q (135728.670000 sec): 3 clusters
  Score: Raw -871798.116963 + Penalty 2940.580202 = -868857.536761
  nChanged 307
		SP:Iteration 7Q (135728.890000 sec): 3 clusters
  Score: Raw -871944.570843 + Penalty 2940.580202 = -869003.990641
  nChanged 265
		SP:Iteration 8Q (135729.060000 sec): 3 clusters
  Score: Raw -872061.185192 + Penalty 2940.580202 = -869120.604991
  nChanged 223
		SP:Iteration 9Q (135729.270000 sec): 3 clusters
  Score: Raw -872151.741369 + Penalty 2940.580202 = -869211.161168
  nChanged 168
		SP:Iteration 10Q (135729.480000 sec): 3 clusters
  Score: Raw -872213.868073 + Penalty 2940.580202 = -869273.287871
  nChanged 161
		SP:Iteration 11Q (135729.660000 sec): 3 clusters
  Score: Raw -872263.476424 + Penalty 2940.580202 = -869322.896223
  nChanged 133
		SP:Iteration 12Q (135729.860000 sec): 3 clusters
  Score: Raw -872311.402880 + Penalty 2940.580202 = -869370.822678
  nChanged 133
		SP:Iteration 13Q (135730.080000 sec): 3 clusters
  Score: Raw -872361.975625 + Penalty 2940.580202 = -869421.395423
  nChanged 124
		SP:Iteration 14Q (135730.270000 sec): 3 clusters
  Score: Raw -872409.849426 + Penalty 2940.580202 = -869469.269224
  nChanged 122
		SP:Iteration 15Q (135730.470000 sec): 3 clusters
  Score: Raw -872451.655967 + Penalty 2940.580202 = -869511.075765
  nChanged 117
		SP:Iteration 16Q (135730.670000 sec): 3 clusters
  Score: Raw -872494.862991 + Penalty 2940.580202 = -869554.282789
  nChanged 103
		SP:Iteration 17Q (135730.900000 sec): 3 clusters
  Score: Raw -872526.461777 + Penalty 2940.580202 = -869585.881575
  nChanged 90
		SP:Iteration 18Q (135731.140000 sec): 3 clusters
  Score: Raw -872555.861252 + Penalty 2940.580202 = -869615.281051
  nChanged 82
		SP:Iteration 19Q (135731.320000 sec): 3 clusters
  Score: Raw -872579.640446 + Penalty 2940.580202 = -869639.060244
  nChanged 66
		SP:Iteration 20F (135731.500000 sec): 3 clusters
  Score: Raw -872598.702069 + Penalty 2940.580202 = -869658.121867
  nChanged 57
		SP:Iteration 21Q (135731.740000 sec): 3 clusters
  Score: Raw -872613.848350 + Penalty 2940.580202 = -869673.268148
  nChanged 59
		SP:Iteration 22Q (135731.900000 sec): 3 clusters
  Score: Raw -872632.225152 + Penalty 2940.580202 = -869691.644950
  nChanged 59
		SP:Iteration 23Q (135732.080000 sec): 3 clusters
  Score: Raw -872647.243223 + Penalty 2940.580202 = -869706.663021
  nChanged 57
		SP:Iteration 24Q (135732.250000 sec): 3 clusters
  Score: Raw -872661.219658 + Penalty 2940.580202 = -869720.639456
  nChanged 51
		SP:Iteration 25Q (135732.470000 sec): 3 clusters
  Score: Raw -872673.937634 + Penalty 2940.580202 = -869733.357432
  nChanged 48
		SP:Iteration 26Q (135732.670000 sec): 3 clusters
  Score: Raw -872686.974535 + Penalty 2940.580202 = -869746.394333
  nChanged 45
		SP:Iteration 27Q (135732.910000 sec): 3 clusters
  Score: Raw -872697.772630 + Penalty 2940.580202 = -869757.192429
  nChanged 46
		SP:Iteration 28Q (135733.130000 sec): 3 clusters
  Score: Raw -872708.032376 + Penalty 2940.580202 = -869767.452174
  nChanged 37
		SP:Iteration 29Q (135733.270000 sec): 3 clusters
  Score: Raw -872715.488492 + Penalty 2940.580202 = -869774.908290
  nChanged 29
		SP:Iteration 30Q (135733.450000 sec): 3 clusters
  Score: Raw -872723.469447 + Penalty 2940.580202 = -869782.889245
  nChanged 41
		SP:Iteration 31Q (135733.660000 sec): 3 clusters
  Score: Raw -872735.141767 + Penalty 2940.580202 = -869794.561565
  nChanged 48
		SP:Iteration 32Q (135733.820000 sec): 3 clusters
  Score: Raw -872748.236902 + Penalty 2940.580202 = -869807.656700
  nChanged 48
		SP:Iteration 33Q (135734.020000 sec): 3 clusters
  Score: Raw -872760.273269 + Penalty 2940.580202 = -869819.693067
  nChanged 35
		SP:Iteration 34Q (135734.190000 sec): 3 clusters
  Score: Raw -872769.300099 + Penalty 2940.580202 = -869828.719897
  nChanged 35
		SP:Iteration 35Q (135734.430000 sec): 3 clusters
  Score: Raw -872777.791573 + Penalty 2940.580202 = -869837.211371
  nChanged 29
		SP:Iteration 36Q (135734.560000 sec): 3 clusters
  Score: Raw -872784.446858 + Penalty 2940.580202 = -869843.866656
  nChanged 40
		SP:Iteration 37Q (135734.760000 sec): 3 clusters
  Score: Raw -872796.913748 + Penalty 2940.580202 = -869856.333546
  nChanged 39
		SP:Iteration 38Q (135734.960000 sec): 3 clusters
  Score: Raw -872808.844253 + Penalty 2940.580202 = -869868.264051
  nChanged 39
		SP:Iteration 39Q (135735.160000 sec): 3 clusters
  Score: Raw -872820.629071 + Penalty 2940.580202 = -869880.048869
  nChanged 48
		SP:Iteration 40F (135735.380000 sec): 3 clusters
  Score: Raw -872836.191568 + Penalty 2940.580202 = -869895.611366
  nChanged 50
		SP:Iteration 41Q (135735.600000 sec): 3 clusters
  Score: Raw -872852.427730 + Penalty 2940.580202 = -869911.847528
  nChanged 50
		SP:Iteration 42Q (135735.840000 sec): 3 clusters
  Score: Raw -872871.989099 + Penalty 2940.580202 = -869931.408897
  nChanged 59
		SP:Iteration 43Q (135736.030000 sec): 3 clusters
  Score: Raw -872890.472871 + Penalty 2940.580202 = -869949.892669
  nChanged 54
		SP:Iteration 44Q (135736.300000 sec): 3 clusters
  Score: Raw -872910.843440 + Penalty 2940.580202 = -869970.263239
  nChanged 61
		SP:Iteration 45Q (135736.520000 sec): 3 clusters
  Score: Raw -872938.181417 + Penalty 2940.580202 = -869997.601215
  nChanged 59
		SP:Iteration 46Q (135736.710000 sec): 3 clusters
  Score: Raw -872962.469407 + Penalty 2940.580202 = -870021.889205
  nChanged 58
		SP:Iteration 47Q (135736.930000 sec): 3 clusters
  Score: Raw -872988.661921 + Penalty 2940.580202 = -870048.081719
  nChanged 67
		SP:Iteration 48Q (135737.140000 sec): 3 clusters
  Score: Raw -873023.879090 + Penalty 2940.580202 = -870083.298889
  nChanged 67
		SP:Iteration 49Q (135737.330000 sec): 3 clusters
  Score: Raw -873056.308396 + Penalty 2940.580202 = -870115.728194
  nChanged 72
		SP:Iteration 50Q (135737.590000 sec): 3 clusters
  Score: Raw -873087.712802 + Penalty 2940.580202 = -870147.132600
  nChanged 65
		SP:Iteration 51Q (135737.780000 sec): 3 clusters
  Score: Raw -873115.816813 + Penalty 2940.580202 = -870175.236611
  nChanged 67
		SP:Iteration 52Q (135738.000000 sec): 3 clusters
  Score: Raw -873142.749097 + Penalty 2940.580202 = -870202.168895
  nChanged 43
		SP:Iteration 53Q (135738.210000 sec): 3 clusters
  Score: Raw -873157.409200 + Penalty 2940.580202 = -870216.828998
  nChanged 26
		SP:Iteration 54Q (135738.430000 sec): 3 clusters
  Score: Raw -873164.175047 + Penalty 2940.580202 = -870223.594845
  nChanged 22
		SP:Iteration 55Q (135738.640000 sec): 3 clusters
  Score: Raw -873168.622993 + Penalty 2940.580202 = -870228.042791
  nChanged 16
		SP:Iteration 56Q (135738.840000 sec): 3 clusters
  Score: Raw -873172.375079 + Penalty 2940.580202 = -870231.794877
  nChanged 13
		SP:Iteration 57Q (135739.040000 sec): 3 clusters
  Score: Raw -873174.766030 + Penalty 2940.580202 = -870234.185828
  nChanged 13
		SP:Iteration 58Q (135739.200000 sec): 3 clusters
  Score: Raw -873177.278379 + Penalty 2940.580202 = -870236.698177
  nChanged 9
		SP:Iteration 59Q (135739.440000 sec): 3 clusters
  Score: Raw -873178.956754 + Penalty 2940.580202 = -870238.376552
  nChanged 10
		SP:Iteration 60F (135739.630000 sec): 3 clusters
  Score: Raw -873181.744781 + Penalty 2940.580202 = -870241.164579
  nChanged 15
		SP:Iteration 61Q (135739.810000 sec): 3 clusters
  Score: Raw -873185.136915 + Penalty 2940.580202 = -870244.556713
  nChanged 8
		SP:Iteration 62Q (135739.950000 sec): 3 clusters
  Score: Raw -873186.496045 + Penalty 2940.580202 = -870245.915844
  nChanged 2
		SP:Iteration 63Q (135740.140000 sec): 3 clusters
  Score: Raw -873186.786095 + Penalty 2940.580202 = -870246.205893
  nChanged 4
		SP:Iteration 64Q (135740.360000 sec): 3 clusters
  Score: Raw -873187.188438 + Penalty 2940.580202 = -870246.608237
  nChanged 3
		SP:Iteration 65Q (135740.580000 sec): 3 clusters
  Score: Raw -873187.559869 + Penalty 2940.580202 = -870246.979667
  nChanged 3
		SP:Iteration 66Q (135740.750000 sec): 3 clusters
  Score: Raw -873187.967537 + Penalty 2940.580202 = -870247.387335
  nChanged 4
		SP:Iteration 67Q (135741.010000 sec): 3 clusters
  Score: Raw -873188.625394 + Penalty 2940.580202 = -870248.045192
  nChanged 5
		SP:Iteration 68Q (135741.200000 sec): 3 clusters
  Score: Raw -873189.338565 + Penalty 2940.580202 = -870248.758363
  nChanged 5
		SP:Iteration 69Q (135741.400000 sec): 3 clusters
  Score: Raw -873190.032817 + Penalty 2940.580202 = -870249.452615
  nChanged 6
		SP:Iteration 70Q (135741.610000 sec): 3 clusters
  Score: Raw -873191.933248 + Penalty 2940.580202 = -870251.353046
  nChanged 7
		SP:Iteration 71Q (135741.840000 sec): 3 clusters
  Score: Raw -873193.334557 + Penalty 2940.580202 = -870252.754355
  nChanged 4
		SP:Iteration 72Q (135742.050000 sec): 3 clusters
  Score: Raw -873193.881269 + Penalty 2940.580202 = -870253.301067
  nChanged 2
		SP:Iteration 73Q (135742.250000 sec): 3 clusters
  Score: Raw -873194.249336 + Penalty 2940.580202 = -870253.669134
  nChanged 3
		SP:Iteration 74Q (135742.380000 sec): 3 clusters
  Score: Raw -873194.935387 + Penalty 2940.580202 = -870254.355185
  nChanged 4
		SP:Iteration 75Q (135742.590000 sec): 3 clusters
  Score: Raw -873195.507258 + Penalty 2940.580202 = -870254.927056
  nChanged 5
		SP:Iteration 76Q (135742.800000 sec): 3 clusters
  Score: Raw -873195.870840 + Penalty 2940.580202 = -870255.290639
  nChanged 1
		SP:Iteration 77Q (135742.970000 sec): 3 clusters
  Score: Raw -873196.050283 + Penalty 2940.580202 = -870255.470081
  nChanged 1
		SP:Iteration 78Q (135743.190000 sec): 3 clusters
  Score: Raw -873196.184868 + Penalty 2940.580202 = -870255.604666
  nChanged 1
		SP:Iteration 79Q (135743.420000 sec): 3 clusters
  Score: Raw -873196.360121 + Penalty 2940.580202 = -870255.779919
  nChanged 1
		SP:Iteration 80F (135743.640000 sec): 3 clusters
  Score: Raw -873196.577769 + Penalty 2940.580202 = -870255.997567
  nChanged 2
		SP:Iteration 81Q (135743.820000 sec): 3 clusters
  Score: Raw -873196.696378 + Penalty 2940.580202 = -870256.116176
  nChanged 0
		SP:Iteration 82F (135744.020000 sec): 3 clusters
  Score: Raw -873196.696378 + Penalty 2940.580202 = -870256.116176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135744.140000 sec): 2 clusters
  Score: Raw -857404.672588 + Penalty 1451.634688 = -855953.037899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135744.320000 sec): 3 clusters
  Score: Raw -853148.108216 + Penalty 2903.269377 = -850244.838839
  nChanged 3197
		SP:Iteration 1F (135744.480000 sec): 3 clusters
  Score: Raw -854892.642943 + Penalty 2903.269377 = -851989.373566
  nChanged 485
		SP:Iteration 2F (135744.650000 sec): 3 clusters
  Score: Raw -855113.012927 + Penalty 2903.269377 = -852209.743550
  nChanged 361
		SP:Iteration 3Q (135744.850000 sec): 3 clusters
  Score: Raw -855249.152094 + Penalty 2903.269377 = -852345.882717
  nChanged 287
		SP:Iteration 4Q (135744.990000 sec): 3 clusters
  Score: Raw -855347.500037 + Penalty 2903.269377 = -852444.230660
  nChanged 225
		SP:Iteration 5Q (135745.160000 sec): 3 clusters
  Score: Raw -855415.458414 + Penalty 2903.269377 = -852512.189037
  nChanged 178
		SP:Iteration 6Q (135745.390000 sec): 3 clusters
  Score: Raw -855475.982422 + Penalty 2903.269377 = -852572.713045
  nChanged 187
		SP:Iteration 7Q (135745.600000 sec): 3 clusters
  Score: Raw -855539.134865 + Penalty 2903.269377 = -852635.865488
  nChanged 184
		SP:Iteration 8Q (135745.790000 sec): 3 clusters
  Score: Raw -855593.435050 + Penalty 2903.269377 = -852690.165673
  nChanged 160
		SP:Iteration 9Q (135745.990000 sec): 3 clusters
  Score: Raw -855640.219059 + Penalty 2903.269377 = -852736.949682
  nChanged 154
		SP:Iteration 10Q (135746.180000 sec): 3 clusters
  Score: Raw -855696.628375 + Penalty 2903.269377 = -852793.358998
  nChanged 178
		SP:Iteration 11Q (135746.390000 sec): 3 clusters
  Score: Raw -855769.445293 + Penalty 2903.269377 = -852866.175916
  nChanged 201
		SP:Iteration 12Q (135746.570000 sec): 3 clusters
  Score: Raw -855853.401854 + Penalty 2903.269377 = -852950.132477
  nChanged 212
		SP:Iteration 13Q (135746.740000 sec): 3 clusters
  Score: Raw -855927.148819 + Penalty 2903.269377 = -853023.879442
  nChanged 194
		SP:Iteration 14Q (135746.920000 sec): 3 clusters
  Score: Raw -856002.974871 + Penalty 2903.269377 = -853099.705495
  nChanged 202
		SP:Iteration 15Q (135747.080000 sec): 3 clusters
  Score: Raw -856084.766564 + Penalty 2903.269377 = -853181.497187
  nChanged 193
		SP:Iteration 16Q (135747.310000 sec): 3 clusters
  Score: Raw -856186.568279 + Penalty 2903.269377 = -853283.298902
  nChanged 227
		SP:Iteration 17Q (135747.480000 sec): 3 clusters
  Score: Raw -856304.498125 + Penalty 2903.269377 = -853401.228748
  nChanged 228
		SP:Iteration 18Q (135747.750000 sec): 3 clusters
  Score: Raw -856419.742903 + Penalty 2903.269377 = -853516.473526
  nChanged 219
		SP:Iteration 19Q (135747.950000 sec): 3 clusters
  Score: Raw -856538.147818 + Penalty 2903.269377 = -853634.878441
  nChanged 230
		SP:Iteration 20F (135748.140000 sec): 3 clusters
  Score: Raw -856667.795965 + Penalty 2903.269377 = -853764.526588
  nChanged 210
		SP:Iteration 21Q (135748.390000 sec): 3 clusters
  Score: Raw -856789.810650 + Penalty 2903.269377 = -853886.541274
  nChanged 207
		SP:Iteration 22Q (135748.560000 sec): 3 clusters
  Score: Raw -856914.275108 + Penalty 2903.269377 = -854011.005732
  nChanged 224
		SP:Iteration 23Q (135748.740000 sec): 3 clusters
  Score: Raw -857033.515009 + Penalty 2903.269377 = -854130.245633
  nChanged 201
		SP:Iteration 24Q (135748.960000 sec): 3 clusters
  Score: Raw -857131.743274 + Penalty 2903.269377 = -854228.473897
  nChanged 171
		SP:Iteration 25Q (135749.150000 sec): 3 clusters
  Score: Raw -857202.480679 + Penalty 2903.269377 = -854299.211302
  nChanged 148
		SP:Iteration 26Q (135749.390000 sec): 3 clusters
  Score: Raw -857260.965516 + Penalty 2903.269377 = -854357.696139
  nChanged 126
		SP:Iteration 27Q (135749.590000 sec): 3 clusters
  Score: Raw -857306.722558 + Penalty 2903.269377 = -854403.453181
  nChanged 103
		SP:Iteration 28Q (135749.780000 sec): 3 clusters
  Score: Raw -857339.909224 + Penalty 2903.269377 = -854436.639848
  nChanged 97
		SP:Iteration 29Q (135749.990000 sec): 3 clusters
  Score: Raw -857371.958935 + Penalty 2903.269377 = -854468.689558
  nChanged 111
		SP:Iteration 30Q (135750.170000 sec): 3 clusters
  Score: Raw -857412.057534 + Penalty 2903.269377 = -854508.788157
  nChanged 93
		SP:Iteration 31Q (135750.380000 sec): 3 clusters
  Score: Raw -857443.606093 + Penalty 2903.269377 = -854540.336716
  nChanged 98
		SP:Iteration 32Q (135750.610000 sec): 3 clusters
  Score: Raw -857473.360711 + Penalty 2903.269377 = -854570.091334
  nChanged 79
		SP:Iteration 33Q (135750.790000 sec): 3 clusters
  Score: Raw -857495.158374 + Penalty 2903.269377 = -854591.888997
  nChanged 64
		SP:Iteration 34Q (135751.020000 sec): 3 clusters
  Score: Raw -857513.582428 + Penalty 2903.269377 = -854610.313051
  nChanged 65
		SP:Iteration 35Q (135751.240000 sec): 3 clusters
  Score: Raw -857534.668548 + Penalty 2903.269377 = -854631.399172
  nChanged 63
		SP:Iteration 36Q (135751.400000 sec): 3 clusters
  Score: Raw -857552.734701 + Penalty 2903.269377 = -854649.465324
  nChanged 55
		SP:Iteration 37Q (135751.560000 sec): 3 clusters
  Score: Raw -857567.575666 + Penalty 2903.269377 = -854664.306289
  nChanged 54
		SP:Iteration 38Q (135751.800000 sec): 3 clusters
  Score: Raw -857581.635258 + Penalty 2903.269377 = -854678.365881
  nChanged 47
		SP:Iteration 39Q (135751.990000 sec): 3 clusters
  Score: Raw -857593.730922 + Penalty 2903.269377 = -854690.461545
  nChanged 44
		SP:Iteration 40F (135752.170000 sec): 3 clusters
  Score: Raw -857605.239370 + Penalty 2903.269377 = -854701.969993
  nChanged 36
		SP:Iteration 41Q (135752.350000 sec): 3 clusters
  Score: Raw -857613.239420 + Penalty 2903.269377 = -854709.970044
  nChanged 31
		SP:Iteration 42Q (135752.560000 sec): 3 clusters
  Score: Raw -857618.130788 + Penalty 2903.269377 = -854714.861411
  nChanged 13
		SP:Iteration 43Q (135752.730000 sec): 3 clusters
  Score: Raw -857620.803901 + Penalty 2903.269377 = -854717.534524
  nChanged 16
		SP:Iteration 44Q (135752.890000 sec): 3 clusters
  Score: Raw -857623.427309 + Penalty 2903.269377 = -854720.157932
  nChanged 17
		SP:Iteration 45Q (135753.110000 sec): 3 clusters
  Score: Raw -857626.987948 + Penalty 2903.269377 = -854723.718571
  nChanged 19
		SP:Iteration 46Q (135753.270000 sec): 3 clusters
  Score: Raw -857630.194001 + Penalty 2903.269377 = -854726.924624
  nChanged 9
		SP:Iteration 47Q (135753.440000 sec): 3 clusters
  Score: Raw -857631.815982 + Penalty 2903.269377 = -854728.546605
  nChanged 8
		SP:Iteration 48Q (135753.640000 sec): 3 clusters
  Score: Raw -857633.699460 + Penalty 2903.269377 = -854730.430084
  nChanged 9
		SP:Iteration 49Q (135753.830000 sec): 3 clusters
  Score: Raw -857634.999340 + Penalty 2903.269377 = -854731.729964
  nChanged 5
		SP:Iteration 50Q (135754.020000 sec): 3 clusters
  Score: Raw -857635.717103 + Penalty 2903.269377 = -854732.447726
  nChanged 8
		SP:Iteration 51Q (135754.170000 sec): 3 clusters
  Score: Raw -857636.811122 + Penalty 2903.269377 = -854733.541745
  nChanged 7
		SP:Iteration 52Q (135754.390000 sec): 3 clusters
  Score: Raw -857637.816935 + Penalty 2903.269377 = -854734.547558
  nChanged 4
		SP:Iteration 53Q (135754.590000 sec): 3 clusters
  Score: Raw -857638.256799 + Penalty 2903.269377 = -854734.987422
  nChanged 2
		SP:Iteration 54Q (135754.740000 sec): 3 clusters
  Score: Raw -857638.526781 + Penalty 2903.269377 = -854735.257405
  nChanged 4
		SP:Iteration 55Q (135754.900000 sec): 3 clusters
  Score: Raw -857639.201743 + Penalty 2903.269377 = -854735.932366
  nChanged 6
		SP:Iteration 56Q (135755.070000 sec): 3 clusters
  Score: Raw -857640.298397 + Penalty 2903.269377 = -854737.029020
  nChanged 7
		SP:Iteration 57Q (135755.250000 sec): 3 clusters
  Score: Raw -857641.320093 + Penalty 2903.269377 = -854738.050717
  nChanged 8
		SP:Iteration 58Q (135755.450000 sec): 3 clusters
  Score: Raw -857642.945228 + Penalty 2903.269377 = -854739.675851
  nChanged 10
		SP:Iteration 59Q (135755.700000 sec): 3 clusters
  Score: Raw -857644.623574 + Penalty 2903.269377 = -854741.354198
  nChanged 4
		SP:Iteration 60F (135755.900000 sec): 3 clusters
  Score: Raw -857645.316173 + Penalty 2903.269377 = -854742.046796
  nChanged 2
		SP:Iteration 61Q (135756.090000 sec): 3 clusters
  Score: Raw -857645.711128 + Penalty 2903.269377 = -854742.441751
  nChanged 0
		SP:Iteration 62F (135756.280000 sec): 3 clusters
  Score: Raw -857645.711128 + Penalty 2903.269377 = -854742.441751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135756.370000 sec): 2 clusters
  Score: Raw -16856.227177 + Penalty 853.494432 = -16002.732744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135756.560000 sec): 3 clusters
  Score: Raw -17039.384835 + Penalty 1706.988864 = -15332.395971
  nChanged 35
		SP:Iteration 1F (135756.740000 sec): 3 clusters
  Score: Raw -17172.479013 + Penalty 1706.988864 = -15465.490149
  nChanged 7
		SP:Iteration 2Q (135756.930000 sec): 3 clusters
  Score: Raw -17197.211523 + Penalty 1706.988864 = -15490.222659
  nChanged 5
		SP:Iteration 3Q (135757.110000 sec): 3 clusters
  Score: Raw -17210.832487 + Penalty 1706.988864 = -15503.843623
  nChanged 4
		SP:Iteration 4Q (135757.260000 sec): 3 clusters
  Score: Raw -17236.170810 + Penalty 1706.988864 = -15529.181946
  nChanged 5
		SP:Iteration 5Q (135757.440000 sec): 3 clusters
  Score: Raw -17255.332577 + Penalty 1706.988864 = -15548.343713
  nChanged 4
		SP:Iteration 6Q (135757.600000 sec): 3 clusters
  Score: Raw -17264.301770 + Penalty 1706.988864 = -15557.312906
  nChanged 1
		SP:Iteration 7Q (135757.750000 sec): 3 clusters
  Score: Raw -17265.262018 + Penalty 1706.988864 = -15558.273154
  nChanged 0
		SP:Iteration 8F (135757.930000 sec): 3 clusters
  Score: Raw -17265.262018 + Penalty 1706.988864 = -15558.273154
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (5876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135758.050000 sec): 2 clusters
  Score: Raw -620367.939270 + Penalty 1410.277625 = -618957.661645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135758.250000 sec): 3 clusters
  Score: Raw -617253.966008 + Penalty 2820.555250 = -614433.410758
  nChanged 2412
		SP:Iteration 1F (135758.470000 sec): 3 clusters
  Score: Raw -618587.264179 + Penalty 2820.555250 = -615766.708929
  nChanged 430
		SP:Iteration 2F (135758.660000 sec): 3 clusters
  Score: Raw -618833.865513 + Penalty 2820.555250 = -616013.310264
  nChanged 342
		SP:Iteration 3F (135758.840000 sec): 3 clusters
  Score: Raw -619009.049391 + Penalty 2820.555250 = -616188.494141
  nChanged 270
		SP:Iteration 4Q (135759.030000 sec): 3 clusters
  Score: Raw -619152.588288 + Penalty 2820.555250 = -616332.033039
  nChanged 269
		SP:Iteration 5Q (135759.230000 sec): 3 clusters
  Score: Raw -619305.798691 + Penalty 2820.555250 = -616485.243441
  nChanged 247
		SP:Iteration 6Q (135759.420000 sec): 3 clusters
  Score: Raw -619445.938009 + Penalty 2820.555250 = -616625.382760
  nChanged 240
		SP:Iteration 7Q (135759.610000 sec): 3 clusters
  Score: Raw -619628.270719 + Penalty 2820.555250 = -616807.715469
  nChanged 247
		SP:Iteration 8Q (135759.790000 sec): 3 clusters
  Score: Raw -619823.362688 + Penalty 2820.555250 = -617002.807438
  nChanged 242
		SP:Iteration 9Q (135759.970000 sec): 3 clusters
  Score: Raw -620021.275779 + Penalty 2820.555250 = -617200.720529
  nChanged 272
		SP:Iteration 10Q (135760.180000 sec): 3 clusters
  Score: Raw -620261.116768 + Penalty 2820.555250 = -617440.561518
  nChanged 253
		SP:Iteration 11Q (135760.350000 sec): 3 clusters
  Score: Raw -620461.756834 + Penalty 2820.555250 = -617641.201585
  nChanged 197
		SP:Iteration 12Q (135760.520000 sec): 3 clusters
  Score: Raw -620559.314496 + Penalty 2820.555250 = -617738.759246
  nChanged 146
		SP:Iteration 13Q (135760.720000 sec): 3 clusters
  Score: Raw -620620.110223 + Penalty 2820.555250 = -617799.554973
  nChanged 115
		SP:Iteration 14Q (135760.890000 sec): 3 clusters
  Score: Raw -620669.182795 + Penalty 2820.555250 = -617848.627546
  nChanged 89
		SP:Iteration 15Q (135761.070000 sec): 3 clusters
  Score: Raw -620695.402182 + Penalty 2820.555250 = -617874.846932
  nChanged 77
		SP:Iteration 16Q (135761.210000 sec): 3 clusters
  Score: Raw -620721.985668 + Penalty 2820.555250 = -617901.430418
  nChanged 73
		SP:Iteration 17Q (135761.410000 sec): 3 clusters
  Score: Raw -620742.961670 + Penalty 2820.555250 = -617922.406421
  nChanged 43
		SP:Iteration 18Q (135761.650000 sec): 3 clusters
  Score: Raw -620757.009409 + Penalty 2820.555250 = -617936.454160
  nChanged 43
		SP:Iteration 19Q (135761.830000 sec): 3 clusters
  Score: Raw -620773.222332 + Penalty 2820.555250 = -617952.667082
  nChanged 53
		SP:Iteration 20F (135761.990000 sec): 3 clusters
  Score: Raw -620799.725916 + Penalty 2820.555250 = -617979.170666
  nChanged 59
		SP:Iteration 21Q (135762.210000 sec): 3 clusters
  Score: Raw -620817.711876 + Penalty 2820.555250 = -617997.156627
  nChanged 56
		SP:Iteration 22Q (135762.380000 sec): 3 clusters
  Score: Raw -620838.857277 + Penalty 2820.555250 = -618018.302027
  nChanged 48
		SP:Iteration 23Q (135762.610000 sec): 3 clusters
  Score: Raw -620857.163164 + Penalty 2820.555250 = -618036.607914
  nChanged 53
		SP:Iteration 24Q (135762.750000 sec): 3 clusters
  Score: Raw -620877.103034 + Penalty 2820.555250 = -618056.547785
  nChanged 59
		SP:Iteration 25Q (135762.970000 sec): 3 clusters
  Score: Raw -620896.908915 + Penalty 2820.555250 = -618076.353665
  nChanged 60
		SP:Iteration 26Q (135763.160000 sec): 3 clusters
  Score: Raw -620916.802569 + Penalty 2820.555250 = -618096.247319
  nChanged 60
		SP:Iteration 27Q (135763.370000 sec): 3 clusters
  Score: Raw -620936.412246 + Penalty 2820.555250 = -618115.856996
  nChanged 49
		SP:Iteration 28Q (135763.600000 sec): 3 clusters
  Score: Raw -620952.965047 + Penalty 2820.555250 = -618132.409798
  nChanged 42
		SP:Iteration 29Q (135763.790000 sec): 3 clusters
  Score: Raw -620972.933440 + Penalty 2820.555250 = -618152.378190
  nChanged 55
		SP:Iteration 30Q (135763.960000 sec): 3 clusters
  Score: Raw -620991.579420 + Penalty 2820.555250 = -618171.024171
  nChanged 43
		SP:Iteration 31Q (135764.190000 sec): 3 clusters
  Score: Raw -621005.866133 + Penalty 2820.555250 = -618185.310884
  nChanged 44
		SP:Iteration 32Q (135764.350000 sec): 3 clusters
  Score: Raw -621021.787269 + Penalty 2820.555250 = -618201.232020
  nChanged 39
		SP:Iteration 33Q (135764.570000 sec): 3 clusters
  Score: Raw -621033.624821 + Penalty 2820.555250 = -618213.069572
  nChanged 30
		SP:Iteration 34Q (135764.720000 sec): 3 clusters
  Score: Raw -621046.315251 + Penalty 2820.555250 = -618225.760001
  nChanged 32
		SP:Iteration 35Q (135764.900000 sec): 3 clusters
  Score: Raw -621057.874929 + Penalty 2820.555250 = -618237.319680
  nChanged 35
		SP:Iteration 36Q (135765.100000 sec): 3 clusters
  Score: Raw -621070.901218 + Penalty 2820.555250 = -618250.345969
  nChanged 46
		SP:Iteration 37Q (135765.290000 sec): 3 clusters
  Score: Raw -621087.654413 + Penalty 2820.555250 = -618267.099164
  nChanged 47
		SP:Iteration 38Q (135765.470000 sec): 3 clusters
  Score: Raw -621101.298776 + Penalty 2820.555250 = -618280.743526
  nChanged 31
		SP:Iteration 39Q (135765.690000 sec): 3 clusters
  Score: Raw -621110.543672 + Penalty 2820.555250 = -618289.988422
  nChanged 38
		SP:Iteration 40F (135765.860000 sec): 3 clusters
  Score: Raw -621121.627560 + Penalty 2820.555250 = -618301.072310
  nChanged 32
		SP:Iteration 41Q (135766.060000 sec): 3 clusters
  Score: Raw -621130.006883 + Penalty 2820.555250 = -618309.451634
  nChanged 26
		SP:Iteration 42Q (135766.230000 sec): 3 clusters
  Score: Raw -621137.780931 + Penalty 2820.555250 = -618317.225681
  nChanged 37
		SP:Iteration 43Q (135766.410000 sec): 3 clusters
  Score: Raw -621152.816510 + Penalty 2820.555250 = -618332.261261
  nChanged 46
		SP:Iteration 44Q (135766.610000 sec): 3 clusters
  Score: Raw -621171.607254 + Penalty 2820.555250 = -618351.052005
  nChanged 55
		SP:Iteration 45Q (135766.800000 sec): 3 clusters
  Score: Raw -621195.257976 + Penalty 2820.555250 = -618374.702726
  nChanged 62
		SP:Iteration 46Q (135766.990000 sec): 3 clusters
  Score: Raw -621232.999866 + Penalty 2820.555250 = -618412.444616
  nChanged 77
		SP:Iteration 47Q (135767.230000 sec): 3 clusters
  Score: Raw -621285.710113 + Penalty 2820.555250 = -618465.154863
  nChanged 95
		SP:Iteration 48Q (135767.430000 sec): 3 clusters
  Score: Raw -621359.164617 + Penalty 2820.555250 = -618538.609367
  nChanged 98
		SP:Iteration 49Q (135767.610000 sec): 3 clusters
  Score: Raw -621432.566024 + Penalty 2820.555250 = -618612.010774
  nChanged 94
		SP:Iteration 50Q (135767.760000 sec): 3 clusters
  Score: Raw -621537.744532 + Penalty 2820.555250 = -618717.189283
  nChanged 117
		SP:Iteration 51Q (135767.990000 sec): 3 clusters
  Score: Raw -621731.221834 + Penalty 2820.555250 = -618910.666584
  nChanged 121
		SP:Iteration 52Q (135768.170000 sec): 3 clusters
  Score: Raw -621948.560804 + Penalty 2820.555250 = -619128.005555
  nChanged 110
		SP:Iteration 53Q (135768.370000 sec): 3 clusters
  Score: Raw -622045.415648 + Penalty 2820.555250 = -619224.860398
  nChanged 85
		SP:Iteration 54Q (135768.570000 sec): 3 clusters
  Score: Raw -622122.896593 + Penalty 2820.555250 = -619302.341343
  nChanged 76
		SP:Iteration 55Q (135768.720000 sec): 3 clusters
  Score: Raw -622202.050730 + Penalty 2820.555250 = -619381.495480
  nChanged 74
		SP:Iteration 56Q (135768.910000 sec): 3 clusters
  Score: Raw -622299.583859 + Penalty 2820.555250 = -619479.028609
  nChanged 65
		SP:Iteration 57Q (135769.080000 sec): 3 clusters
  Score: Raw -622374.482753 + Penalty 2820.555250 = -619553.927503
  nChanged 43
		SP:Iteration 58Q (135769.310000 sec): 3 clusters
  Score: Raw -622435.893665 + Penalty 2820.555250 = -619615.338416
  nChanged 40
		SP:Iteration 59Q (135769.460000 sec): 3 clusters
  Score: Raw -622495.433245 + Penalty 2820.555250 = -619674.877996
  nChanged 35
		SP:Iteration 60F (135769.670000 sec): 3 clusters
  Score: Raw -622668.126253 + Penalty 2820.555250 = -619847.571004
  nChanged 84
		SP:Iteration 61Q (135769.860000 sec): 3 clusters
  Score: Raw -622900.155252 + Penalty 2820.555250 = -620079.600002
  nChanged 54
		SP:Iteration 62Q (135770.050000 sec): 3 clusters
  Score: Raw -622945.011790 + Penalty 2820.555250 = -620124.456540
  nChanged 21
		SP:Iteration 63Q (135770.240000 sec): 3 clusters
  Score: Raw -622954.289680 + Penalty 2820.555250 = -620133.734431
  nChanged 9
		SP:Iteration 64Q (135770.410000 sec): 3 clusters
  Score: Raw -622955.619863 + Penalty 2820.555250 = -620135.064613
  nChanged 5
		SP:Iteration 65Q (135770.580000 sec): 3 clusters
  Score: Raw -622956.420299 + Penalty 2820.555250 = -620135.865049
  nChanged 3
		SP:Iteration 66Q (135770.770000 sec): 3 clusters
  Score: Raw -622957.121141 + Penalty 2820.555250 = -620136.565891
  nChanged 1
		SP:Iteration 67Q (135770.970000 sec): 3 clusters
  Score: Raw -622957.401392 + Penalty 2820.555250 = -620136.846143
  nChanged 2
		SP:Iteration 68Q (135771.170000 sec): 3 clusters
  Score: Raw -622957.891132 + Penalty 2820.555250 = -620137.335882
  nChanged 0
		SP:Iteration 69F (135771.380000 sec): 3 clusters
  Score: Raw -622957.891132 + Penalty 2820.555250 = -620137.335882
  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 9.05 GB.

 Trying to split cluster 37 (15337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135771.540000 sec): 2 clusters
  Score: Raw -1849812.891153 + Penalty 1566.178817 = -1848246.712336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135771.810000 sec): 3 clusters
  Score: Raw -1840807.531300 + Penalty 3132.357634 = -1837675.173666
  nChanged 6821
		SP:Iteration 1F (135772.040000 sec): 3 clusters
  Score: Raw -1844463.695754 + Penalty 3132.357634 = -1841331.338120
  nChanged 734
		SP:Iteration 2Q (135772.310000 sec): 3 clusters
  Score: Raw -1844678.486933 + Penalty 3132.357634 = -1841546.129299
  nChanged 576
		SP:Iteration 3Q (135772.520000 sec): 3 clusters
  Score: Raw -1844838.203662 + Penalty 3132.357634 = -1841705.846028
  nChanged 473
		SP:Iteration 4Q (135772.750000 sec): 3 clusters
  Score: Raw -1844960.463510 + Penalty 3132.357634 = -1841828.105876
  nChanged 433
		SP:Iteration 5Q (135772.990000 sec): 3 clusters
  Score: Raw -1845067.330057 + Penalty 3132.357634 = -1841934.972424
  nChanged 383
		SP:Iteration 6Q (135773.280000 sec): 3 clusters
  Score: Raw -1845167.094623 + Penalty 3132.357634 = -1842034.736989
  nChanged 376
		SP:Iteration 7Q (135773.540000 sec): 3 clusters
  Score: Raw -1845282.984086 + Penalty 3132.357634 = -1842150.626453
  nChanged 440
		SP:Iteration 8Q (135773.760000 sec): 3 clusters
  Score: Raw -1845430.660470 + Penalty 3132.357634 = -1842298.302836
  nChanged 497
		SP:Iteration 9Q (135774.040000 sec): 3 clusters
  Score: Raw -1845629.037671 + Penalty 3132.357634 = -1842496.680037
  nChanged 615
		SP:Iteration 10Q (135774.260000 sec): 3 clusters
  Score: Raw -1845928.905070 + Penalty 3132.357634 = -1842796.547436
  nChanged 765
		SP:Iteration 11Q (135774.500000 sec): 3 clusters
  Score: Raw -1846380.443115 + Penalty 3132.357634 = -1843248.085481
  nChanged 919
		SP:Iteration 12F (135774.760000 sec): 3 clusters
  Score: Raw -1847037.277384 + Penalty 3132.357634 = -1843904.919750
  nChanged 979
		SP:Iteration 13F (135774.980000 sec): 3 clusters
  Score: Raw -1847820.973482 + Penalty 3132.357634 = -1844688.615849
  nChanged 852
		SP:Iteration 14F (135775.260000 sec): 3 clusters
  Score: Raw -1848580.007353 + Penalty 3132.357634 = -1845447.649719
  nChanged 645
		SP:Iteration 15Q (135775.520000 sec): 3 clusters
  Score: Raw -1849201.639934 + Penalty 3132.357634 = -1846069.282300
  nChanged 389
		SP:Iteration 16Q (135775.790000 sec): 3 clusters
  Score: Raw -1849570.231814 + Penalty 3132.357634 = -1846437.874180
  nChanged 181
		SP:Iteration 17Q (135776.000000 sec): 3 clusters
  Score: Raw -1849758.472106 + Penalty 3132.357634 = -1846626.114472
  nChanged 86
		SP:Iteration 18Q (135776.220000 sec): 3 clusters
  Score: Raw -1849873.604104 + Penalty 3132.357634 = -1846741.246471
  nChanged 35
		SP:Iteration 19Q (135776.470000 sec): 3 clusters
  Score: Raw -1849918.664874 + Penalty 3132.357634 = -1846786.307240
  nChanged 24
		SP:Iteration 20F (135776.720000 sec): 3 clusters
  Score: Raw -1849950.301162 + Penalty 3132.357634 = -1846817.943528
  nChanged 10
		SP:Iteration 21Q (135776.930000 sec): 3 clusters
  Score: Raw -1849962.939016 + Penalty 3132.357634 = -1846830.581382
  nChanged 10
		SP:Iteration 22Q (135777.150000 sec): 3 clusters
  Score: Raw -1849977.032644 + Penalty 3132.357634 = -1846844.675011
  nChanged 7
		SP:Iteration 23Q (135777.350000 sec): 3 clusters
  Score: Raw -1849986.868282 + Penalty 3132.357634 = -1846854.510648
  nChanged 4
		SP:Iteration 24Q (135777.600000 sec): 3 clusters
  Score: Raw -1849998.019736 + Penalty 3132.357634 = -1846865.662102
  nChanged 4
		SP:Iteration 25Q (135777.800000 sec): 3 clusters
  Score: Raw -1850002.274981 + Penalty 3132.357634 = -1846869.917347
  nChanged 1
		SP:Iteration 26Q (135778.050000 sec): 3 clusters
  Score: Raw -1850004.130129 + Penalty 3132.357634 = -1846871.772495
  nChanged 0
		SP:Iteration 27F (135778.270000 sec): 3 clusters
  Score: Raw -1850004.130129 + Penalty 3132.357634 = -1846871.772495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135778.390000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135778.530000 sec): 3 clusters
  Score: Raw -55837.484805 + Penalty 2028.089650 = -53809.395156
  nChanged 144
		SP:Iteration 1F (135778.690000 sec): 3 clusters
  Score: Raw -56025.924248 + Penalty 2028.089650 = -53997.834598
  nChanged 26
		SP:Iteration 2F (135778.920000 sec): 3 clusters
  Score: Raw -56053.582848 + Penalty 2028.089650 = -54025.493198
  nChanged 6
		SP:Iteration 3Q (135779.070000 sec): 3 clusters
  Score: Raw -56062.376304 + Penalty 2028.089650 = -54034.286654
  nChanged 3
		SP:Iteration 4Q (135779.240000 sec): 3 clusters
  Score: Raw -56066.314659 + Penalty 2028.089650 = -54038.225009
  nChanged 4
		SP:Iteration 5Q (135779.420000 sec): 3 clusters
  Score: Raw -56084.419144 + Penalty 2028.089650 = -54056.329494
  nChanged 8
		SP:Iteration 6Q (135779.620000 sec): 3 clusters
  Score: Raw -56102.900131 + Penalty 2028.089650 = -54074.810481
  nChanged 2
		SP:Iteration 7Q (135779.790000 sec): 3 clusters
  Score: Raw -56106.094280 + Penalty 2028.089650 = -54078.004630
  nChanged 3
		SP:Iteration 8Q (135779.970000 sec): 3 clusters
  Score: Raw -56109.925798 + Penalty 2028.089650 = -54081.836148
  nChanged 0
		SP:Iteration 9F (135780.120000 sec): 3 clusters
  Score: Raw -56109.925798 + Penalty 2028.089650 = -54081.836148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135780.260000 sec): 2 clusters
  Score: Raw -1179680.337360 + Penalty 1513.755888 = -1178166.581472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135780.500000 sec): 3 clusters
  Score: Raw -1173344.011742 + Penalty 3027.511776 = -1170316.499966
  nChanged 4873
		SP:Iteration 1F (135780.710000 sec): 3 clusters
  Score: Raw -1176096.793165 + Penalty 3027.511776 = -1173069.281389
  nChanged 790
		SP:Iteration 2F (135780.930000 sec): 3 clusters
  Score: Raw -1176530.166888 + Penalty 3027.511776 = -1173502.655113
  nChanged 737
		SP:Iteration 3F (135781.130000 sec): 3 clusters
  Score: Raw -1176979.232393 + Penalty 3027.511776 = -1173951.720617
  nChanged 739
		SP:Iteration 4F (135781.400000 sec): 3 clusters
  Score: Raw -1177482.183938 + Penalty 3027.511776 = -1174454.672162
  nChanged 722
		SP:Iteration 5F (135781.600000 sec): 3 clusters
  Score: Raw -1177944.418170 + Penalty 3027.511776 = -1174916.906395
  nChanged 680
		SP:Iteration 6F (135781.870000 sec): 3 clusters
  Score: Raw -1178334.845182 + Penalty 3027.511776 = -1175307.333406
  nChanged 549
		SP:Iteration 7Q (135782.080000 sec): 3 clusters
  Score: Raw -1178649.502449 + Penalty 3027.511776 = -1175621.990673
  nChanged 481
		SP:Iteration 8Q (135782.330000 sec): 3 clusters
  Score: Raw -1178927.308328 + Penalty 3027.511776 = -1175899.796552
  nChanged 433
		SP:Iteration 9Q (135782.540000 sec): 3 clusters
  Score: Raw -1179175.147757 + Penalty 3027.511776 = -1176147.635981
  nChanged 378
		SP:Iteration 10Q (135782.790000 sec): 3 clusters
  Score: Raw -1179383.057562 + Penalty 3027.511776 = -1176355.545786
  nChanged 320
		SP:Iteration 11Q (135783.020000 sec): 3 clusters
  Score: Raw -1179573.834098 + Penalty 3027.511776 = -1176546.322323
  nChanged 277
		SP:Iteration 12Q (135783.240000 sec): 3 clusters
  Score: Raw -1179739.545731 + Penalty 3027.511776 = -1176712.033955
  nChanged 266
		SP:Iteration 13Q (135783.450000 sec): 3 clusters
  Score: Raw -1179890.763056 + Penalty 3027.511776 = -1176863.251281
  nChanged 233
		SP:Iteration 14Q (135783.670000 sec): 3 clusters
  Score: Raw -1180012.316523 + Penalty 3027.511776 = -1176984.804747
  nChanged 213
		SP:Iteration 15Q (135783.890000 sec): 3 clusters
  Score: Raw -1180095.449531 + Penalty 3027.511776 = -1177067.937756
  nChanged 152
		SP:Iteration 16Q (135784.140000 sec): 3 clusters
  Score: Raw -1180147.484952 + Penalty 3027.511776 = -1177119.973176
  nChanged 106
		SP:Iteration 17Q (135784.360000 sec): 3 clusters
  Score: Raw -1180177.669643 + Penalty 3027.511776 = -1177150.157868
  nChanged 75
		SP:Iteration 18Q (135784.620000 sec): 3 clusters
  Score: Raw -1180196.196097 + Penalty 3027.511776 = -1177168.684321
  nChanged 62
		SP:Iteration 19Q (135784.840000 sec): 3 clusters
  Score: Raw -1180211.361362 + Penalty 3027.511776 = -1177183.849586
  nChanged 50
		SP:Iteration 20F (135785.060000 sec): 3 clusters
  Score: Raw -1180222.210969 + Penalty 3027.511776 = -1177194.699194
  nChanged 38
		SP:Iteration 21Q (135785.300000 sec): 3 clusters
  Score: Raw -1180230.133832 + Penalty 3027.511776 = -1177202.622056
  nChanged 25
		SP:Iteration 22Q (135785.510000 sec): 3 clusters
  Score: Raw -1180234.878780 + Penalty 3027.511776 = -1177207.367004
  nChanged 15
		SP:Iteration 23Q (135785.720000 sec): 3 clusters
  Score: Raw -1180238.337691 + Penalty 3027.511776 = -1177210.825915
  nChanged 23
		SP:Iteration 24Q (135785.930000 sec): 3 clusters
  Score: Raw -1180243.567142 + Penalty 3027.511776 = -1177216.055366
  nChanged 31
		SP:Iteration 25Q (135786.170000 sec): 3 clusters
  Score: Raw -1180249.429707 + Penalty 3027.511776 = -1177221.917931
  nChanged 25
		SP:Iteration 26Q (135786.410000 sec): 3 clusters
  Score: Raw -1180252.535049 + Penalty 3027.511776 = -1177225.023273
  nChanged 7
		SP:Iteration 27Q (135786.640000 sec): 3 clusters
  Score: Raw -1180253.820642 + Penalty 3027.511776 = -1177226.308866
  nChanged 17
		SP:Iteration 28Q (135786.870000 sec): 3 clusters
  Score: Raw -1180258.156314 + Penalty 3027.511776 = -1177230.644538
  nChanged 21
		SP:Iteration 29Q (135787.090000 sec): 3 clusters
  Score: Raw -1180261.865139 + Penalty 3027.511776 = -1177234.353363
  nChanged 14
		SP:Iteration 30Q (135787.360000 sec): 3 clusters
  Score: Raw -1180263.912210 + Penalty 3027.511776 = -1177236.400434
  nChanged 10
		SP:Iteration 31Q (135787.540000 sec): 3 clusters
  Score: Raw -1180265.594053 + Penalty 3027.511776 = -1177238.082278
  nChanged 11
		SP:Iteration 32Q (135787.760000 sec): 3 clusters
  Score: Raw -1180267.724005 + Penalty 3027.511776 = -1177240.212229
  nChanged 10
		SP:Iteration 33Q (135787.930000 sec): 3 clusters
  Score: Raw -1180269.162182 + Penalty 3027.511776 = -1177241.650407
  nChanged 6
		SP:Iteration 34Q (135788.110000 sec): 3 clusters
  Score: Raw -1180270.076733 + Penalty 3027.511776 = -1177242.564957
  nChanged 4
		SP:Iteration 35Q (135788.330000 sec): 3 clusters
  Score: Raw -1180270.966078 + Penalty 3027.511776 = -1177243.454302
  nChanged 8
		SP:Iteration 36Q (135788.530000 sec): 3 clusters
  Score: Raw -1180271.861269 + Penalty 3027.511776 = -1177244.349493
  nChanged 3
		SP:Iteration 37Q (135788.720000 sec): 3 clusters
  Score: Raw -1180272.388438 + Penalty 3027.511776 = -1177244.876663
  nChanged 2
		SP:Iteration 38Q (135788.890000 sec): 3 clusters
  Score: Raw -1180272.632784 + Penalty 3027.511776 = -1177245.121009
  nChanged 6
		SP:Iteration 39Q (135789.120000 sec): 3 clusters
  Score: Raw -1180273.380300 + Penalty 3027.511776 = -1177245.868524
  nChanged 3
		SP:Iteration 40F (135789.360000 sec): 3 clusters
  Score: Raw -1180273.721442 + Penalty 3027.511776 = -1177246.209667
  nChanged 3
		SP:Iteration 41Q (135789.590000 sec): 3 clusters
  Score: Raw -1180273.948716 + Penalty 3027.511776 = -1177246.436940
  nChanged 2
		SP:Iteration 42Q (135789.770000 sec): 3 clusters
  Score: Raw -1180274.301686 + Penalty 3027.511776 = -1177246.789910
  nChanged 1
		SP:Iteration 43Q (135790.000000 sec): 3 clusters
  Score: Raw -1180274.399872 + Penalty 3027.511776 = -1177246.888097
  nChanged 0
		SP:Iteration 44F (135790.270000 sec): 3 clusters
  Score: Raw -1180274.399872 + Penalty 3027.511776 = -1177246.888097
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (12519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135790.420000 sec): 2 clusters
  Score: Raw -1373466.876347 + Penalty 1533.187950 = -1371933.688397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135790.680000 sec): 3 clusters
  Score: Raw -1366181.857263 + Penalty 3066.375900 = -1363115.481363
  nChanged 5561
		SP:Iteration 1F (135790.920000 sec): 3 clusters
  Score: Raw -1369177.416376 + Penalty 3066.375900 = -1366111.040476
  nChanged 700
		SP:Iteration 2F (135791.160000 sec): 3 clusters
  Score: Raw -1369440.764697 + Penalty 3066.375900 = -1366374.388797
  nChanged 628
		SP:Iteration 3F (135791.400000 sec): 3 clusters
  Score: Raw -1369692.159025 + Penalty 3066.375900 = -1366625.783125
  nChanged 586
		SP:Iteration 4Q (135791.660000 sec): 3 clusters
  Score: Raw -1369949.590093 + Penalty 3066.375900 = -1366883.214193
  nChanged 588
		SP:Iteration 5Q (135791.940000 sec): 3 clusters
  Score: Raw -1370220.103611 + Penalty 3066.375900 = -1367153.727711
  nChanged 602
		SP:Iteration 6Q (135792.170000 sec): 3 clusters
  Score: Raw -1370521.964198 + Penalty 3066.375900 = -1367455.588298
  nChanged 600
		SP:Iteration 7Q (135792.380000 sec): 3 clusters
  Score: Raw -1370837.076951 + Penalty 3066.375900 = -1367770.701051
  nChanged 562
		SP:Iteration 8Q (135792.600000 sec): 3 clusters
  Score: Raw -1371123.301361 + Penalty 3066.375900 = -1368056.925461
  nChanged 529
		SP:Iteration 9Q (135792.830000 sec): 3 clusters
  Score: Raw -1371394.368435 + Penalty 3066.375900 = -1368327.992535
  nChanged 504
		SP:Iteration 10Q (135793.060000 sec): 3 clusters
  Score: Raw -1371679.818061 + Penalty 3066.375900 = -1368613.442161
  nChanged 467
		SP:Iteration 11Q (135793.270000 sec): 3 clusters
  Score: Raw -1371953.470254 + Penalty 3066.375900 = -1368887.094354
  nChanged 429
		SP:Iteration 12Q (135793.520000 sec): 3 clusters
  Score: Raw -1372229.428935 + Penalty 3066.375900 = -1369163.053034
  nChanged 395
		SP:Iteration 13Q (135793.750000 sec): 3 clusters
  Score: Raw -1372515.273312 + Penalty 3066.375900 = -1369448.897412
  nChanged 325
		SP:Iteration 14Q (135793.980000 sec): 3 clusters
  Score: Raw -1372763.180515 + Penalty 3066.375900 = -1369696.804615
  nChanged 290
		SP:Iteration 15Q (135794.270000 sec): 3 clusters
  Score: Raw -1372994.884598 + Penalty 3066.375900 = -1369928.508698
  nChanged 235
		SP:Iteration 16Q (135794.510000 sec): 3 clusters
  Score: Raw -1373183.263858 + Penalty 3066.375900 = -1370116.887958
  nChanged 187
		SP:Iteration 17Q (135794.730000 sec): 3 clusters
  Score: Raw -1373321.740110 + Penalty 3066.375900 = -1370255.364210
  nChanged 151
		SP:Iteration 18Q (135794.930000 sec): 3 clusters
  Score: Raw -1373422.048538 + Penalty 3066.375900 = -1370355.672638
  nChanged 109
		SP:Iteration 19Q (135795.200000 sec): 3 clusters
  Score: Raw -1373489.007826 + Penalty 3066.375900 = -1370422.631926
  nChanged 84
		SP:Iteration 20F (135795.440000 sec): 3 clusters
  Score: Raw -1373530.941287 + Penalty 3066.375900 = -1370464.565387
  nChanged 56
		SP:Iteration 21Q (135795.670000 sec): 3 clusters
  Score: Raw -1373556.492859 + Penalty 3066.375900 = -1370490.116959
  nChanged 44
		SP:Iteration 22Q (135795.890000 sec): 3 clusters
  Score: Raw -1373572.627265 + Penalty 3066.375900 = -1370506.251365
  nChanged 33
		SP:Iteration 23Q (135796.050000 sec): 3 clusters
  Score: Raw -1373585.713390 + Penalty 3066.375900 = -1370519.337490
  nChanged 31
		SP:Iteration 24Q (135796.280000 sec): 3 clusters
  Score: Raw -1373599.522846 + Penalty 3066.375900 = -1370533.146946
  nChanged 29
		SP:Iteration 25Q (135796.490000 sec): 3 clusters
  Score: Raw -1373610.673075 + Penalty 3066.375900 = -1370544.297175
  nChanged 19
		SP:Iteration 26Q (135796.740000 sec): 3 clusters
  Score: Raw -1373618.180445 + Penalty 3066.375900 = -1370551.804545
  nChanged 14
		SP:Iteration 27Q (135796.980000 sec): 3 clusters
  Score: Raw -1373622.439430 + Penalty 3066.375900 = -1370556.063530
  nChanged 11
		SP:Iteration 28Q (135797.180000 sec): 3 clusters
  Score: Raw -1373625.860692 + Penalty 3066.375900 = -1370559.484792
  nChanged 8
		SP:Iteration 29Q (135797.400000 sec): 3 clusters
  Score: Raw -1373628.476193 + Penalty 3066.375900 = -1370562.100293
  nChanged 2
		SP:Iteration 30Q (135797.640000 sec): 3 clusters
  Score: Raw -1373628.908055 + Penalty 3066.375900 = -1370562.532155
  nChanged 3
		SP:Iteration 31Q (135797.880000 sec): 3 clusters
  Score: Raw -1373630.526852 + Penalty 3066.375900 = -1370564.150952
  nChanged 4
		SP:Iteration 32Q (135798.110000 sec): 3 clusters
  Score: Raw -1373632.289822 + Penalty 3066.375900 = -1370565.913922
  nChanged 5
		SP:Iteration 33Q (135798.320000 sec): 3 clusters
  Score: Raw -1373633.120118 + Penalty 3066.375900 = -1370566.744218
  nChanged 3
		SP:Iteration 34Q (135798.520000 sec): 3 clusters
  Score: Raw -1373633.870399 + Penalty 3066.375900 = -1370567.494499
  nChanged 2
		SP:Iteration 35Q (135798.700000 sec): 3 clusters
  Score: Raw -1373634.184335 + Penalty 3066.375900 = -1370567.808435
  nChanged 0
		SP:Iteration 36F (135798.970000 sec): 3 clusters
  Score: Raw -1373634.184335 + Penalty 3066.375900 = -1370567.808435
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135799.080000 sec): 2 clusters
  Score: Raw -406840.509807 + Penalty 1335.771768 = -405504.738039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135799.290000 sec): 3 clusters
  Score: Raw -404983.530338 + Penalty 2671.543536 = -402311.986802
  nChanged 1417
		SP:Iteration 1F (135799.410000 sec): 3 clusters
  Score: Raw -405798.733309 + Penalty 2671.543536 = -403127.189773
  nChanged 300
		SP:Iteration 2F (135799.590000 sec): 3 clusters
  Score: Raw -405973.220191 + Penalty 2671.543536 = -403301.676655
  nChanged 194
		SP:Iteration 3F (135799.800000 sec): 3 clusters
  Score: Raw -406083.287807 + Penalty 2671.543536 = -403411.744271
  nChanged 144
		SP:Iteration 4Q (135799.940000 sec): 3 clusters
  Score: Raw -406158.254331 + Penalty 2671.543536 = -403486.710795
  nChanged 121
		SP:Iteration 5Q (135800.130000 sec): 3 clusters
  Score: Raw -406208.144078 + Penalty 2671.543536 = -403536.600542
  nChanged 90
		SP:Iteration 6Q (135800.300000 sec): 3 clusters
  Score: Raw -406247.625071 + Penalty 2671.543536 = -403576.081535
  nChanged 79
		SP:Iteration 7Q (135800.490000 sec): 3 clusters
  Score: Raw -406279.834774 + Penalty 2671.543536 = -403608.291238
  nChanged 80
		SP:Iteration 8Q (135800.710000 sec): 3 clusters
  Score: Raw -406315.062118 + Penalty 2671.543536 = -403643.518582
  nChanged 83
		SP:Iteration 9Q (135800.890000 sec): 3 clusters
  Score: Raw -406350.582129 + Penalty 2671.543536 = -403679.038593
  nChanged 79
		SP:Iteration 10Q (135801.070000 sec): 3 clusters
  Score: Raw -406380.549844 + Penalty 2671.543536 = -403709.006308
  nChanged 72
		SP:Iteration 11Q (135801.250000 sec): 3 clusters
  Score: Raw -406410.511782 + Penalty 2671.543536 = -403738.968246
  nChanged 74
		SP:Iteration 12Q (135801.400000 sec): 3 clusters
  Score: Raw -406448.697004 + Penalty 2671.543536 = -403777.153468
  nChanged 74
		SP:Iteration 13Q (135801.580000 sec): 3 clusters
  Score: Raw -406478.493085 + Penalty 2671.543536 = -403806.949549
  nChanged 59
		SP:Iteration 14Q (135801.730000 sec): 3 clusters
  Score: Raw -406499.114362 + Penalty 2671.543536 = -403827.570826
  nChanged 49
		SP:Iteration 15Q (135801.890000 sec): 3 clusters
  Score: Raw -406519.732770 + Penalty 2671.543536 = -403848.189234
  nChanged 57
		SP:Iteration 16Q (135802.130000 sec): 3 clusters
  Score: Raw -406539.964025 + Penalty 2671.543536 = -403868.420489
  nChanged 60
		SP:Iteration 17Q (135802.290000 sec): 3 clusters
  Score: Raw -406564.830221 + Penalty 2671.543536 = -403893.286685
  nChanged 65
		SP:Iteration 18Q (135802.460000 sec): 3 clusters
  Score: Raw -406592.753904 + Penalty 2671.543536 = -403921.210368
  nChanged 63
		SP:Iteration 19Q (135802.660000 sec): 3 clusters
  Score: Raw -406620.755663 + Penalty 2671.543536 = -403949.212127
  nChanged 50
		SP:Iteration 20F (135802.850000 sec): 3 clusters
  Score: Raw -406637.618884 + Penalty 2671.543536 = -403966.075348
  nChanged 42
		SP:Iteration 21Q (135803.030000 sec): 3 clusters
  Score: Raw -406653.208240 + Penalty 2671.543536 = -403981.664703
  nChanged 43
		SP:Iteration 22Q (135803.160000 sec): 3 clusters
  Score: Raw -406667.118259 + Penalty 2671.543536 = -403995.574723
  nChanged 32
		SP:Iteration 23Q (135803.330000 sec): 3 clusters
  Score: Raw -406676.428608 + Penalty 2671.543536 = -404004.885072
  nChanged 29
		SP:Iteration 24Q (135803.530000 sec): 3 clusters
  Score: Raw -406685.335506 + Penalty 2671.543536 = -404013.791970
  nChanged 24
		SP:Iteration 25Q (135803.710000 sec): 3 clusters
  Score: Raw -406692.897336 + Penalty 2671.543536 = -404021.353800
  nChanged 25
		SP:Iteration 26Q (135803.870000 sec): 3 clusters
  Score: Raw -406701.129133 + Penalty 2671.543536 = -404029.585597
  nChanged 19
		SP:Iteration 27Q (135804.070000 sec): 3 clusters
  Score: Raw -406707.799586 + Penalty 2671.543536 = -404036.256050
  nChanged 24
		SP:Iteration 28Q (135804.220000 sec): 3 clusters
  Score: Raw -406716.375367 + Penalty 2671.543536 = -404044.831831
  nChanged 28
		SP:Iteration 29Q (135804.390000 sec): 3 clusters
  Score: Raw -406726.867689 + Penalty 2671.543536 = -404055.324153
  nChanged 23
		SP:Iteration 30Q (135804.600000 sec): 3 clusters
  Score: Raw -406736.303541 + Penalty 2671.543536 = -404064.760005
  nChanged 21
		SP:Iteration 31Q (135804.800000 sec): 3 clusters
  Score: Raw -406744.488782 + Penalty 2671.543536 = -404072.945246
  nChanged 25
		SP:Iteration 32Q (135804.950000 sec): 3 clusters
  Score: Raw -406756.242733 + Penalty 2671.543536 = -404084.699197
  nChanged 21
		SP:Iteration 33Q (135805.160000 sec): 3 clusters
  Score: Raw -406764.645980 + Penalty 2671.543536 = -404093.102444
  nChanged 20
		SP:Iteration 34Q (135805.360000 sec): 3 clusters
  Score: Raw -406772.785835 + Penalty 2671.543536 = -404101.242299
  nChanged 22
		SP:Iteration 35Q (135805.510000 sec): 3 clusters
  Score: Raw -406782.341116 + Penalty 2671.543536 = -404110.797580
  nChanged 19
		SP:Iteration 36Q (135805.700000 sec): 3 clusters
  Score: Raw -406791.662562 + Penalty 2671.543536 = -404120.119026
  nChanged 18
		SP:Iteration 37Q (135805.900000 sec): 3 clusters
  Score: Raw -406798.615725 + Penalty 2671.543536 = -404127.072189
  nChanged 14
		SP:Iteration 38Q (135806.080000 sec): 3 clusters
  Score: Raw -406804.902653 + Penalty 2671.543536 = -404133.359117
  nChanged 22
		SP:Iteration 39Q (135806.310000 sec): 3 clusters
  Score: Raw -406814.184663 + Penalty 2671.543536 = -404142.641127
  nChanged 9
		SP:Iteration 40F (135806.470000 sec): 3 clusters
  Score: Raw -406816.990531 + Penalty 2671.543536 = -404145.446995
  nChanged 11
		SP:Iteration 41Q (135806.670000 sec): 3 clusters
  Score: Raw -406820.645056 + Penalty 2671.543536 = -404149.101520
  nChanged 13
		SP:Iteration 42Q (135806.860000 sec): 3 clusters
  Score: Raw -406825.681374 + Penalty 2671.543536 = -404154.137838
  nChanged 10
		SP:Iteration 43Q (135807.050000 sec): 3 clusters
  Score: Raw -406828.606489 + Penalty 2671.543536 = -404157.062953
  nChanged 10
		SP:Iteration 44Q (135807.240000 sec): 3 clusters
  Score: Raw -406831.638118 + Penalty 2671.543536 = -404160.094582
  nChanged 6
		SP:Iteration 45Q (135807.450000 sec): 3 clusters
  Score: Raw -406834.037763 + Penalty 2671.543536 = -404162.494227
  nChanged 10
		SP:Iteration 46Q (135807.620000 sec): 3 clusters
  Score: Raw -406838.211114 + Penalty 2671.543536 = -404166.667578
  nChanged 11
		SP:Iteration 47Q (135807.780000 sec): 3 clusters
  Score: Raw -406841.727068 + Penalty 2671.543536 = -404170.183532
  nChanged 15
		SP:Iteration 48Q (135807.970000 sec): 3 clusters
  Score: Raw -406846.841895 + Penalty 2671.543536 = -404175.298359
  nChanged 14
		SP:Iteration 49Q (135808.130000 sec): 3 clusters
  Score: Raw -406850.672150 + Penalty 2671.543536 = -404179.128614
  nChanged 7
		SP:Iteration 50Q (135808.320000 sec): 3 clusters
  Score: Raw -406852.998850 + Penalty 2671.543536 = -404181.455314
  nChanged 8
		SP:Iteration 51Q (135808.490000 sec): 3 clusters
  Score: Raw -406855.464058 + Penalty 2671.543536 = -404183.920522
  nChanged 5
		SP:Iteration 52Q (135808.650000 sec): 3 clusters
  Score: Raw -406856.935103 + Penalty 2671.543536 = -404185.391567
  nChanged 7
		SP:Iteration 53Q (135808.830000 sec): 3 clusters
  Score: Raw -406858.439585 + Penalty 2671.543536 = -404186.896049
  nChanged 2
		SP:Iteration 54Q (135809.050000 sec): 3 clusters
  Score: Raw -406858.794183 + Penalty 2671.543536 = -404187.250647
  nChanged 5
		SP:Iteration 55Q (135809.180000 sec): 3 clusters
  Score: Raw -406860.536808 + Penalty 2671.543536 = -404188.993272
  nChanged 8
		SP:Iteration 56Q (135809.330000 sec): 3 clusters
  Score: Raw -406863.076585 + Penalty 2671.543536 = -404191.533049
  nChanged 2
		SP:Iteration 57Q (135809.480000 sec): 3 clusters
  Score: Raw -406864.231851 + Penalty 2671.543536 = -404192.688315
  nChanged 5
		SP:Iteration 58Q (135809.700000 sec): 3 clusters
  Score: Raw -406867.238635 + Penalty 2671.543536 = -404195.695099
  nChanged 8
		SP:Iteration 59Q (135809.890000 sec): 3 clusters
  Score: Raw -406869.899439 + Penalty 2671.543536 = -404198.355903
  nChanged 7
		SP:Iteration 60F (135810.040000 sec): 3 clusters
  Score: Raw -406872.404413 + Penalty 2671.543536 = -404200.860877
  nChanged 4
		SP:Iteration 61Q (135810.270000 sec): 3 clusters
  Score: Raw -406873.948304 + Penalty 2671.543536 = -404202.404768
  nChanged 8
		SP:Iteration 62Q (135810.410000 sec): 3 clusters
  Score: Raw -406876.361518 + Penalty 2671.543536 = -404204.817982
  nChanged 7
		SP:Iteration 63Q (135810.600000 sec): 3 clusters
  Score: Raw -406878.670965 + Penalty 2671.543536 = -404207.127429
  nChanged 7
		SP:Iteration 64Q (135810.770000 sec): 3 clusters
  Score: Raw -406881.176965 + Penalty 2671.543536 = -404209.633429
  nChanged 4
		SP:Iteration 65Q (135810.950000 sec): 3 clusters
  Score: Raw -406882.614875 + Penalty 2671.543536 = -404211.071339
  nChanged 2
		SP:Iteration 66Q (135811.140000 sec): 3 clusters
  Score: Raw -406882.996122 + Penalty 2671.543536 = -404211.452586
  nChanged 3
		SP:Iteration 67Q (135811.320000 sec): 3 clusters
  Score: Raw -406883.700295 + Penalty 2671.543536 = -404212.156759
  nChanged 5
		SP:Iteration 68Q (135811.490000 sec): 3 clusters
  Score: Raw -406885.239585 + Penalty 2671.543536 = -404213.696049
  nChanged 3
		SP:Iteration 69Q (135811.670000 sec): 3 clusters
  Score: Raw -406886.074323 + Penalty 2671.543536 = -404214.530787
  nChanged 0
		SP:Iteration 70F (135811.840000 sec): 3 clusters
  Score: Raw -406886.074323 + Penalty 2671.543536 = -404214.530787
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135811.970000 sec): 2 clusters
  Score: Raw -489785.604600 + Penalty 1370.812006 = -488414.792594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135812.150000 sec): 3 clusters
  Score: Raw -487394.945461 + Penalty 2741.624013 = -484653.321448
  nChanged 1857
		SP:Iteration 1F (135812.320000 sec): 3 clusters
  Score: Raw -488351.010449 + Penalty 2741.624013 = -485609.386436
  nChanged 339
		SP:Iteration 2F (135812.470000 sec): 3 clusters
  Score: Raw -488550.292590 + Penalty 2741.624013 = -485808.668577
  nChanged 274
		SP:Iteration 3F (135812.710000 sec): 3 clusters
  Score: Raw -488686.824751 + Penalty 2741.624013 = -485945.200738
  nChanged 212
		SP:Iteration 4Q (135812.890000 sec): 3 clusters
  Score: Raw -488794.515924 + Penalty 2741.624013 = -486052.891912
  nChanged 200
		SP:Iteration 5Q (135813.050000 sec): 3 clusters
  Score: Raw -488909.884757 + Penalty 2741.624013 = -486168.260745
  nChanged 193
		SP:Iteration 6Q (135813.290000 sec): 3 clusters
  Score: Raw -489031.611063 + Penalty 2741.624013 = -486289.987050
  nChanged 196
		SP:Iteration 7Q (135813.470000 sec): 3 clusters
  Score: Raw -489173.708390 + Penalty 2741.624013 = -486432.084377
  nChanged 191
		SP:Iteration 8Q (135813.720000 sec): 3 clusters
  Score: Raw -489300.462732 + Penalty 2741.624013 = -486558.838719
  nChanged 173
		SP:Iteration 9Q (135813.920000 sec): 3 clusters
  Score: Raw -489412.967307 + Penalty 2741.624013 = -486671.343295
  nChanged 162
		SP:Iteration 10Q (135814.080000 sec): 3 clusters
  Score: Raw -489519.821749 + Penalty 2741.624013 = -486778.197736
  nChanged 142
		SP:Iteration 11Q (135814.290000 sec): 3 clusters
  Score: Raw -489629.426027 + Penalty 2741.624013 = -486887.802014
  nChanged 154
		SP:Iteration 12Q (135814.500000 sec): 3 clusters
  Score: Raw -489744.874849 + Penalty 2741.624013 = -487003.250836
  nChanged 142
		SP:Iteration 13Q (135814.680000 sec): 3 clusters
  Score: Raw -489840.478345 + Penalty 2741.624013 = -487098.854333
  nChanged 107
		SP:Iteration 14Q (135814.900000 sec): 3 clusters
  Score: Raw -489912.905268 + Penalty 2741.624013 = -487171.281255
  nChanged 91
		SP:Iteration 15Q (135815.090000 sec): 3 clusters
  Score: Raw -489983.404348 + Penalty 2741.624013 = -487241.780335
  nChanged 76
		SP:Iteration 16Q (135815.250000 sec): 3 clusters
  Score: Raw -490043.351067 + Penalty 2741.624013 = -487301.727054
  nChanged 63
		SP:Iteration 17Q (135815.450000 sec): 3 clusters
  Score: Raw -490094.055776 + Penalty 2741.624013 = -487352.431763
  nChanged 38
		SP:Iteration 18Q (135815.600000 sec): 3 clusters
  Score: Raw -490122.511954 + Penalty 2741.624013 = -487380.887941
  nChanged 25
		SP:Iteration 19Q (135815.710000 sec): 3 clusters
  Score: Raw -490142.459750 + Penalty 2741.624013 = -487400.835737
  nChanged 21
		SP:Iteration 20F (135815.910000 sec): 3 clusters
  Score: Raw -490155.423114 + Penalty 2741.624013 = -487413.799101
  nChanged 16
		SP:Iteration 21Q (135816.090000 sec): 3 clusters
  Score: Raw -490167.378578 + Penalty 2741.624013 = -487425.754565
  nChanged 12
		SP:Iteration 22Q (135816.250000 sec): 3 clusters
  Score: Raw -490176.827477 + Penalty 2741.624013 = -487435.203464
  nChanged 12
		SP:Iteration 23Q (135816.430000 sec): 3 clusters
  Score: Raw -490186.824173 + Penalty 2741.624013 = -487445.200161
  nChanged 13
		SP:Iteration 24Q (135816.610000 sec): 3 clusters
  Score: Raw -490195.249112 + Penalty 2741.624013 = -487453.625099
  nChanged 11
		SP:Iteration 25Q (135816.840000 sec): 3 clusters
  Score: Raw -490202.979180 + Penalty 2741.624013 = -487461.355168
  nChanged 6
		SP:Iteration 26Q (135817.010000 sec): 3 clusters
  Score: Raw -490208.914086 + Penalty 2741.624013 = -487467.290073
  nChanged 14
		SP:Iteration 27Q (135817.200000 sec): 3 clusters
  Score: Raw -490215.191196 + Penalty 2741.624013 = -487473.567183
  nChanged 13
		SP:Iteration 28Q (135817.400000 sec): 3 clusters
  Score: Raw -490224.907535 + Penalty 2741.624013 = -487483.283522
  nChanged 14
		SP:Iteration 29Q (135817.580000 sec): 3 clusters
  Score: Raw -490234.613342 + Penalty 2741.624013 = -487492.989330
  nChanged 9
		SP:Iteration 30Q (135817.790000 sec): 3 clusters
  Score: Raw -490241.215640 + Penalty 2741.624013 = -487499.591628
  nChanged 8
		SP:Iteration 31Q (135817.950000 sec): 3 clusters
  Score: Raw -490247.043957 + Penalty 2741.624013 = -487505.419944
  nChanged 6
		SP:Iteration 32Q (135818.130000 sec): 3 clusters
  Score: Raw -490255.363780 + Penalty 2741.624013 = -487513.739767
  nChanged 7
		SP:Iteration 33Q (135818.350000 sec): 3 clusters
  Score: Raw -490264.412701 + Penalty 2741.624013 = -487522.788689
  nChanged 12
		SP:Iteration 34Q (135818.530000 sec): 3 clusters
  Score: Raw -490278.200922 + Penalty 2741.624013 = -487536.576910
  nChanged 7
		SP:Iteration 35Q (135818.670000 sec): 3 clusters
  Score: Raw -490290.592797 + Penalty 2741.624013 = -487548.968784
  nChanged 9
		SP:Iteration 36Q (135818.870000 sec): 3 clusters
  Score: Raw -490302.173312 + Penalty 2741.624013 = -487560.549299
  nChanged 7
		SP:Iteration 37Q (135819.090000 sec): 3 clusters
  Score: Raw -490307.837583 + Penalty 2741.624013 = -487566.213570
  nChanged 7
		SP:Iteration 38Q (135819.270000 sec): 3 clusters
  Score: Raw -490313.691020 + Penalty 2741.624013 = -487572.067007
  nChanged 6
		SP:Iteration 39Q (135819.460000 sec): 3 clusters
  Score: Raw -490318.799036 + Penalty 2741.624013 = -487577.175024
  nChanged 5
		SP:Iteration 40F (135819.650000 sec): 3 clusters
  Score: Raw -490321.651525 + Penalty 2741.624013 = -487580.027512
  nChanged 3
		SP:Iteration 41Q (135819.870000 sec): 3 clusters
  Score: Raw -490324.655318 + Penalty 2741.624013 = -487583.031306
  nChanged 2
		SP:Iteration 42Q (135820.070000 sec): 3 clusters
  Score: Raw -490325.528557 + Penalty 2741.624013 = -487583.904544
  nChanged 0
		SP:Iteration 43F (135820.250000 sec): 3 clusters
  Score: Raw -490325.528557 + Penalty 2741.624013 = -487583.904544
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (3002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135820.350000 sec): 2 clusters
  Score: Raw -286834.250769 + Penalty 1301.143027 = -285533.107742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135820.550000 sec): 3 clusters
  Score: Raw -285478.794859 + Penalty 2602.286054 = -282876.508805
  nChanged 1140
		SP:Iteration 1F (135820.750000 sec): 3 clusters
  Score: Raw -286264.306600 + Penalty 2602.286054 = -283662.020546
  nChanged 277
		SP:Iteration 2F (135820.940000 sec): 3 clusters
  Score: Raw -286579.262965 + Penalty 2602.286054 = -283976.976911
  nChanged 251
		SP:Iteration 3F (135821.120000 sec): 3 clusters
  Score: Raw -286870.231420 + Penalty 2602.286054 = -284267.945366
  nChanged 208
		SP:Iteration 4F (135821.270000 sec): 3 clusters
  Score: Raw -287089.499530 + Penalty 2602.286054 = -284487.213476
  nChanged 134
		SP:Iteration 5Q (135821.450000 sec): 3 clusters
  Score: Raw -287218.423883 + Penalty 2602.286054 = -284616.137829
  nChanged 127
		SP:Iteration 6Q (135821.610000 sec): 3 clusters
  Score: Raw -287319.270489 + Penalty 2602.286054 = -284716.984435
  nChanged 97
		SP:Iteration 7Q (135821.790000 sec): 3 clusters
  Score: Raw -287388.330121 + Penalty 2602.286054 = -284786.044067
  nChanged 67
		SP:Iteration 8Q (135821.980000 sec): 3 clusters
  Score: Raw -287442.071052 + Penalty 2602.286054 = -284839.784998
  nChanged 72
		SP:Iteration 9Q (135822.150000 sec): 3 clusters
  Score: Raw -287497.196717 + Penalty 2602.286054 = -284894.910663
  nChanged 62
		SP:Iteration 10Q (135822.330000 sec): 3 clusters
  Score: Raw -287537.922504 + Penalty 2602.286054 = -284935.636450
  nChanged 50
		SP:Iteration 11Q (135822.490000 sec): 3 clusters
  Score: Raw -287561.952293 + Penalty 2602.286054 = -284959.666239
  nChanged 33
		SP:Iteration 12Q (135822.680000 sec): 3 clusters
  Score: Raw -287580.644996 + Penalty 2602.286054 = -284978.358942
  nChanged 32
		SP:Iteration 13Q (135822.890000 sec): 3 clusters
  Score: Raw -287605.723167 + Penalty 2602.286054 = -285003.437113
  nChanged 31
		SP:Iteration 14Q (135823.050000 sec): 3 clusters
  Score: Raw -287632.284773 + Penalty 2602.286054 = -285029.998719
  nChanged 46
		SP:Iteration 15Q (135823.260000 sec): 3 clusters
  Score: Raw -287660.015709 + Penalty 2602.286054 = -285057.729655
  nChanged 39
		SP:Iteration 16Q (135823.430000 sec): 3 clusters
  Score: Raw -287680.670504 + Penalty 2602.286054 = -285078.384450
  nChanged 30
		SP:Iteration 17Q (135823.560000 sec): 3 clusters
  Score: Raw -287697.024787 + Penalty 2602.286054 = -285094.738733
  nChanged 26
		SP:Iteration 18Q (135823.740000 sec): 3 clusters
  Score: Raw -287708.468938 + Penalty 2602.286054 = -285106.182884
  nChanged 17
		SP:Iteration 19Q (135823.900000 sec): 3 clusters
  Score: Raw -287715.425074 + Penalty 2602.286054 = -285113.139020
  nChanged 17
		SP:Iteration 20F (135824.060000 sec): 3 clusters
  Score: Raw -287726.158637 + Penalty 2602.286054 = -285123.872583
  nChanged 25
		SP:Iteration 21Q (135824.230000 sec): 3 clusters
  Score: Raw -287742.217400 + Penalty 2602.286054 = -285139.931346
  nChanged 22
		SP:Iteration 22Q (135824.380000 sec): 3 clusters
  Score: Raw -287750.972940 + Penalty 2602.286054 = -285148.686886
  nChanged 18
		SP:Iteration 23Q (135824.550000 sec): 3 clusters
  Score: Raw -287756.454975 + Penalty 2602.286054 = -285154.168921
  nChanged 10
		SP:Iteration 24Q (135824.700000 sec): 3 clusters
  Score: Raw -287759.707886 + Penalty 2602.286054 = -285157.421832
  nChanged 7
		SP:Iteration 25Q (135824.890000 sec): 3 clusters
  Score: Raw -287762.881569 + Penalty 2602.286054 = -285160.595515
  nChanged 9
		SP:Iteration 26Q (135825.060000 sec): 3 clusters
  Score: Raw -287765.578649 + Penalty 2602.286054 = -285163.292595
  nChanged 3
		SP:Iteration 27Q (135825.200000 sec): 3 clusters
  Score: Raw -287766.666385 + Penalty 2602.286054 = -285164.380331
  nChanged 5
		SP:Iteration 28Q (135825.340000 sec): 3 clusters
  Score: Raw -287768.627511 + Penalty 2602.286054 = -285166.341457
  nChanged 3
		SP:Iteration 29Q (135825.510000 sec): 3 clusters
  Score: Raw -287769.537400 + Penalty 2602.286054 = -285167.251346
  nChanged 4
		SP:Iteration 30Q (135825.740000 sec): 3 clusters
  Score: Raw -287771.198112 + Penalty 2602.286054 = -285168.912058
  nChanged 7
		SP:Iteration 31Q (135825.950000 sec): 3 clusters
  Score: Raw -287773.154591 + Penalty 2602.286054 = -285170.868537
  nChanged 4
		SP:Iteration 32Q (135826.140000 sec): 3 clusters
  Score: Raw -287775.081458 + Penalty 2602.286054 = -285172.795404
  nChanged 6
		SP:Iteration 33Q (135826.280000 sec): 3 clusters
  Score: Raw -287777.253122 + Penalty 2602.286054 = -285174.967068
  nChanged 9
		SP:Iteration 34Q (135826.470000 sec): 3 clusters
  Score: Raw -287779.549123 + Penalty 2602.286054 = -285177.263069
  nChanged 3
		SP:Iteration 35Q (135826.610000 sec): 3 clusters
  Score: Raw -287780.589308 + Penalty 2602.286054 = -285178.303254
  nChanged 4
		SP:Iteration 36Q (135826.750000 sec): 3 clusters
  Score: Raw -287782.477899 + Penalty 2602.286054 = -285180.191845
  nChanged 3
		SP:Iteration 37Q (135826.900000 sec): 3 clusters
  Score: Raw -287783.193183 + Penalty 2602.286054 = -285180.907129
  nChanged 1
		SP:Iteration 38Q (135827.040000 sec): 3 clusters
  Score: Raw -287783.464835 + Penalty 2602.286054 = -285181.178781
  nChanged 1
		SP:Iteration 39Q (135827.150000 sec): 3 clusters
  Score: Raw -287783.664373 + Penalty 2602.286054 = -285181.378319
  nChanged 1
		SP:Iteration 40F (135827.310000 sec): 3 clusters
  Score: Raw -287783.867548 + Penalty 2602.286054 = -285181.581494
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135827.440000 sec): 2 clusters
  Score: Raw -858306.383691 + Penalty 1465.832989 = -856840.550702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135827.680000 sec): 3 clusters
  Score: Raw -853673.434650 + Penalty 2931.665977 = -850741.768673
  nChanged 3562
		SP:Iteration 1F (135827.910000 sec): 3 clusters
  Score: Raw -855794.637463 + Penalty 2931.665977 = -852862.971485
  nChanged 625
		SP:Iteration 2F (135828.060000 sec): 3 clusters
  Score: Raw -856217.078013 + Penalty 2931.665977 = -853285.412036
  nChanged 500
		SP:Iteration 3F (135828.200000 sec): 3 clusters
  Score: Raw -856523.345723 + Penalty 2931.665977 = -853591.679746
  nChanged 438
		SP:Iteration 4F (135828.470000 sec): 3 clusters
  Score: Raw -856768.851577 + Penalty 2931.665977 = -853837.185600
  nChanged 353
		SP:Iteration 5Q (135828.700000 sec): 3 clusters
  Score: Raw -856981.606744 + Penalty 2931.665977 = -854049.940767
  nChanged 355
		SP:Iteration 6Q (135828.900000 sec): 3 clusters
  Score: Raw -857231.859267 + Penalty 2931.665977 = -854300.193289
  nChanged 333
		SP:Iteration 7Q (135829.090000 sec): 3 clusters
  Score: Raw -857472.490610 + Penalty 2931.665977 = -854540.824633
  nChanged 303
		SP:Iteration 8Q (135829.310000 sec): 3 clusters
  Score: Raw -857663.246696 + Penalty 2931.665977 = -854731.580718
  nChanged 258
		SP:Iteration 9Q (135829.510000 sec): 3 clusters
  Score: Raw -857822.249458 + Penalty 2931.665977 = -854890.583481
  nChanged 224
		SP:Iteration 10Q (135829.730000 sec): 3 clusters
  Score: Raw -857944.819875 + Penalty 2931.665977 = -855013.153898
  nChanged 213
		SP:Iteration 11Q (135829.990000 sec): 3 clusters
  Score: Raw -858051.694037 + Penalty 2931.665977 = -855120.028059
  nChanged 162
		SP:Iteration 12Q (135830.160000 sec): 3 clusters
  Score: Raw -858133.527597 + Penalty 2931.665977 = -855201.861620
  nChanged 149
		SP:Iteration 13Q (135830.390000 sec): 3 clusters
  Score: Raw -858204.346436 + Penalty 2931.665977 = -855272.680459
  nChanged 127
		SP:Iteration 14Q (135830.610000 sec): 3 clusters
  Score: Raw -858258.651817 + Penalty 2931.665977 = -855326.985840
  nChanged 97
		SP:Iteration 15Q (135830.760000 sec): 3 clusters
  Score: Raw -858297.141472 + Penalty 2931.665977 = -855365.475495
  nChanged 77
		SP:Iteration 16Q (135830.970000 sec): 3 clusters
  Score: Raw -858316.940304 + Penalty 2931.665977 = -855385.274327
  nChanged 56
		SP:Iteration 17Q (135831.190000 sec): 3 clusters
  Score: Raw -858334.362980 + Penalty 2931.665977 = -855402.697003
  nChanged 53
		SP:Iteration 18Q (135831.420000 sec): 3 clusters
  Score: Raw -858353.917594 + Penalty 2931.665977 = -855422.251617
  nChanged 50
		SP:Iteration 19Q (135831.620000 sec): 3 clusters
  Score: Raw -858367.388730 + Penalty 2931.665977 = -855435.722753
  nChanged 49
		SP:Iteration 20F (135831.830000 sec): 3 clusters
  Score: Raw -858384.336361 + Penalty 2931.665977 = -855452.670384
  nChanged 57
		SP:Iteration 21Q (135832.040000 sec): 3 clusters
  Score: Raw -858402.777370 + Penalty 2931.665977 = -855471.111393
  nChanged 54
		SP:Iteration 22Q (135832.200000 sec): 3 clusters
  Score: Raw -858425.235451 + Penalty 2931.665977 = -855493.569473
  nChanged 55
		SP:Iteration 23Q (135832.380000 sec): 3 clusters
  Score: Raw -858448.985889 + Penalty 2931.665977 = -855517.319911
  nChanged 63
		SP:Iteration 24Q (135832.530000 sec): 3 clusters
  Score: Raw -858473.847256 + Penalty 2931.665977 = -855542.181278
  nChanged 65
		SP:Iteration 25Q (135832.720000 sec): 3 clusters
  Score: Raw -858508.799335 + Penalty 2931.665977 = -855577.133358
  nChanged 80
		SP:Iteration 26Q (135832.910000 sec): 3 clusters
  Score: Raw -858543.182349 + Penalty 2931.665977 = -855611.516371
  nChanged 61
		SP:Iteration 27Q (135833.120000 sec): 3 clusters
  Score: Raw -858571.973316 + Penalty 2931.665977 = -855640.307338
  nChanged 70
		SP:Iteration 28Q (135833.340000 sec): 3 clusters
  Score: Raw -858603.215079 + Penalty 2931.665977 = -855671.549101
  nChanged 62
		SP:Iteration 29Q (135833.520000 sec): 3 clusters
  Score: Raw -858634.468410 + Penalty 2931.665977 = -855702.802432
  nChanged 58
		SP:Iteration 30Q (135833.690000 sec): 3 clusters
  Score: Raw -858661.273608 + Penalty 2931.665977 = -855729.607631
  nChanged 56
		SP:Iteration 31Q (135833.900000 sec): 3 clusters
  Score: Raw -858692.813311 + Penalty 2931.665977 = -855761.147333
  nChanged 77
		SP:Iteration 32Q (135834.100000 sec): 3 clusters
  Score: Raw -858739.448068 + Penalty 2931.665977 = -855807.782091
  nChanged 79
		SP:Iteration 33Q (135834.320000 sec): 3 clusters
  Score: Raw -858785.352458 + Penalty 2931.665977 = -855853.686480
  nChanged 66
		SP:Iteration 34Q (135834.530000 sec): 3 clusters
  Score: Raw -858826.579350 + Penalty 2931.665977 = -855894.913373
  nChanged 60
		SP:Iteration 35Q (135834.740000 sec): 3 clusters
  Score: Raw -858862.559470 + Penalty 2931.665977 = -855930.893492
  nChanged 50
		SP:Iteration 36Q (135834.980000 sec): 3 clusters
  Score: Raw -858889.243902 + Penalty 2931.665977 = -855957.577925
  nChanged 42
		SP:Iteration 37Q (135835.150000 sec): 3 clusters
  Score: Raw -858914.165863 + Penalty 2931.665977 = -855982.499886
  nChanged 39
		SP:Iteration 38Q (135835.360000 sec): 3 clusters
  Score: Raw -858937.109010 + Penalty 2931.665977 = -856005.443032
  nChanged 21
		SP:Iteration 39Q (135835.580000 sec): 3 clusters
  Score: Raw -858947.786959 + Penalty 2931.665977 = -856016.120981
  nChanged 18
		SP:Iteration 40F (135835.710000 sec): 3 clusters
  Score: Raw -858958.475802 + Penalty 2931.665977 = -856026.809824
  nChanged 24
		SP:Iteration 41Q (135835.890000 sec): 3 clusters
  Score: Raw -858971.363614 + Penalty 2931.665977 = -856039.697637
  nChanged 21
		SP:Iteration 42Q (135836.090000 sec): 3 clusters
  Score: Raw -858984.540662 + Penalty 2931.665977 = -856052.874684
  nChanged 21
		SP:Iteration 43Q (135836.220000 sec): 3 clusters
  Score: Raw -858994.906500 + Penalty 2931.665977 = -856063.240522
  nChanged 19
		SP:Iteration 44Q (135836.380000 sec): 3 clusters
  Score: Raw -859005.616403 + Penalty 2931.665977 = -856073.950425
  nChanged 12
		SP:Iteration 45Q (135836.600000 sec): 3 clusters
  Score: Raw -859010.518258 + Penalty 2931.665977 = -856078.852281
  nChanged 7
		SP:Iteration 46Q (135836.820000 sec): 3 clusters
  Score: Raw -859014.335422 + Penalty 2931.665977 = -856082.669445
  nChanged 6
		SP:Iteration 47Q (135836.980000 sec): 3 clusters
  Score: Raw -859016.153283 + Penalty 2931.665977 = -856084.487306
  nChanged 5
		SP:Iteration 48Q (135837.230000 sec): 3 clusters
  Score: Raw -859017.470089 + Penalty 2931.665977 = -856085.804111
  nChanged 3
		SP:Iteration 49Q (135837.440000 sec): 3 clusters
  Score: Raw -859018.337853 + Penalty 2931.665977 = -856086.671876
  nChanged 4
		SP:Iteration 50Q (135837.680000 sec): 3 clusters
  Score: Raw -859020.241260 + Penalty 2931.665977 = -856088.575282
  nChanged 3
		SP:Iteration 51Q (135837.840000 sec): 3 clusters
  Score: Raw -859021.378762 + Penalty 2931.665977 = -856089.712785
  nChanged 0
		SP:Iteration 52F (135838.050000 sec): 3 clusters
  Score: Raw -859021.378762 + Penalty 2931.665977 = -856089.712785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135838.190000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135838.320000 sec): 3 clusters
  Score: Raw -16227.643881 + Penalty 1661.396031 = -14566.247849
  nChanged 21
		SP:Iteration 1F (135838.510000 sec): 3 clusters
  Score: Raw -16284.824438 + Penalty 1661.396031 = -14623.428407
  nChanged 2
		SP:Iteration 2Q (135838.700000 sec): 3 clusters
  Score: Raw -16291.259482 + Penalty 1661.396031 = -14629.863451
  nChanged 1
		SP:Iteration 3Q (135838.850000 sec): 3 clusters
  Score: Raw -16292.469467 + Penalty 1661.396031 = -14631.073436
  nChanged 1
		SP:Iteration 4Q (135839.050000 sec): 3 clusters
  Score: Raw -16294.641270 + Penalty 1661.396031 = -14633.245239
  nChanged 2
		SP:Iteration 5Q (135839.270000 sec): 3 clusters
  Score: Raw -16299.113144 + Penalty 1661.396031 = -14637.717113
  nChanged 1
		SP:Iteration 6Q (135839.410000 sec): 3 clusters
  Score: Raw -16301.079639 + Penalty 1661.396031 = -14639.683608
  nChanged 0
		SP:Iteration 7F (135839.610000 sec): 3 clusters
  Score: Raw -16301.079639 + Penalty 1661.396031 = -14639.683608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135839.720000 sec): 2 clusters
  Score: Raw -508354.910492 + Penalty 1370.670917 = -506984.239576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135839.920000 sec): 3 clusters
  Score: Raw -505977.473349 + Penalty 2741.341833 = -503236.131515
  nChanged 1873
		SP:Iteration 1F (135840.110000 sec): 3 clusters
  Score: Raw -507004.378966 + Penalty 2741.341833 = -504263.037132
  nChanged 354
		SP:Iteration 2F (135840.320000 sec): 3 clusters
  Score: Raw -507205.753070 + Penalty 2741.341833 = -504464.411236
  nChanged 235
		SP:Iteration 3F (135840.510000 sec): 3 clusters
  Score: Raw -507319.158440 + Penalty 2741.341833 = -504577.816607
  nChanged 179
		SP:Iteration 4Q (135840.700000 sec): 3 clusters
  Score: Raw -507413.919873 + Penalty 2741.341833 = -504672.578039
  nChanged 158
		SP:Iteration 5Q (135840.890000 sec): 3 clusters
  Score: Raw -507496.420879 + Penalty 2741.341833 = -504755.079045
  nChanged 123
		SP:Iteration 6Q (135841.050000 sec): 3 clusters
  Score: Raw -507549.382277 + Penalty 2741.341833 = -504808.040443
  nChanged 109
		SP:Iteration 7Q (135841.280000 sec): 3 clusters
  Score: Raw -507598.425773 + Penalty 2741.341833 = -504857.083940
  nChanged 103
		SP:Iteration 8Q (135841.500000 sec): 3 clusters
  Score: Raw -507645.317724 + Penalty 2741.341833 = -504903.975891
  nChanged 79
		SP:Iteration 9Q (135841.680000 sec): 3 clusters
  Score: Raw -507679.370347 + Penalty 2741.341833 = -504938.028513
  nChanged 72
		SP:Iteration 10Q (135841.870000 sec): 3 clusters
  Score: Raw -507705.442269 + Penalty 2741.341833 = -504964.100436
  nChanged 68
		SP:Iteration 11Q (135841.980000 sec): 3 clusters
  Score: Raw -507736.515045 + Penalty 2741.341833 = -504995.173212
  nChanged 64
		SP:Iteration 12Q (135842.200000 sec): 3 clusters
  Score: Raw -507762.137429 + Penalty 2741.341833 = -505020.795596
  nChanged 61
		SP:Iteration 13Q (135842.410000 sec): 3 clusters
  Score: Raw -507785.214616 + Penalty 2741.341833 = -505043.872782
  nChanged 62
		SP:Iteration 14Q (135842.570000 sec): 3 clusters
  Score: Raw -507810.544785 + Penalty 2741.341833 = -505069.202951
  nChanged 68
		SP:Iteration 15Q (135842.750000 sec): 3 clusters
  Score: Raw -507844.085673 + Penalty 2741.341833 = -505102.743840
  nChanged 88
		SP:Iteration 16Q (135842.960000 sec): 3 clusters
  Score: Raw -507891.380374 + Penalty 2741.341833 = -505150.038541
  nChanged 97
		SP:Iteration 17Q (135843.140000 sec): 3 clusters
  Score: Raw -507946.598394 + Penalty 2741.341833 = -505205.256560
  nChanged 96
		SP:Iteration 18Q (135843.350000 sec): 3 clusters
  Score: Raw -508008.467441 + Penalty 2741.341833 = -505267.125608
  nChanged 112
		SP:Iteration 19Q (135843.540000 sec): 3 clusters
  Score: Raw -508081.938533 + Penalty 2741.341833 = -505340.596700
  nChanged 103
		SP:Iteration 20F (135843.690000 sec): 3 clusters
  Score: Raw -508148.535367 + Penalty 2741.341833 = -505407.193533
  nChanged 85
		SP:Iteration 21Q (135843.910000 sec): 3 clusters
  Score: Raw -508203.488882 + Penalty 2741.341833 = -505462.147048
  nChanged 80
		SP:Iteration 22Q (135844.130000 sec): 3 clusters
  Score: Raw -508271.779604 + Penalty 2741.341833 = -505530.437770
  nChanged 86
		SP:Iteration 23Q (135844.290000 sec): 3 clusters
  Score: Raw -508333.857172 + Penalty 2741.341833 = -505592.515339
  nChanged 75
		SP:Iteration 24Q (135844.500000 sec): 3 clusters
  Score: Raw -508385.722569 + Penalty 2741.341833 = -505644.380736
  nChanged 59
		SP:Iteration 25Q (135844.670000 sec): 3 clusters
  Score: Raw -508427.779664 + Penalty 2741.341833 = -505686.437830
  nChanged 44
		SP:Iteration 26Q (135844.900000 sec): 3 clusters
  Score: Raw -508456.017324 + Penalty 2741.341833 = -505714.675491
  nChanged 32
		SP:Iteration 27Q (135845.080000 sec): 3 clusters
  Score: Raw -508477.052308 + Penalty 2741.341833 = -505735.710474
  nChanged 33
		SP:Iteration 28Q (135845.250000 sec): 3 clusters
  Score: Raw -508498.146181 + Penalty 2741.341833 = -505756.804347
  nChanged 24
		SP:Iteration 29Q (135845.450000 sec): 3 clusters
  Score: Raw -508511.121543 + Penalty 2741.341833 = -505769.779710
  nChanged 19
		SP:Iteration 30Q (135845.640000 sec): 3 clusters
  Score: Raw -508520.923017 + Penalty 2741.341833 = -505779.581184
  nChanged 12
		SP:Iteration 31Q (135845.830000 sec): 3 clusters
  Score: Raw -508528.482005 + Penalty 2741.341833 = -505787.140172
  nChanged 11
		SP:Iteration 32Q (135846.030000 sec): 3 clusters
  Score: Raw -508534.352141 + Penalty 2741.341833 = -505793.010308
  nChanged 11
		SP:Iteration 33Q (135846.230000 sec): 3 clusters
  Score: Raw -508540.711160 + Penalty 2741.341833 = -505799.369326
  nChanged 8
		SP:Iteration 34Q (135846.380000 sec): 3 clusters
  Score: Raw -508545.198066 + Penalty 2741.341833 = -505803.856232
  nChanged 7
		SP:Iteration 35Q (135846.580000 sec): 3 clusters
  Score: Raw -508547.528828 + Penalty 2741.341833 = -505806.186995
  nChanged 5
		SP:Iteration 36Q (135846.770000 sec): 3 clusters
  Score: Raw -508550.237770 + Penalty 2741.341833 = -505808.895937
  nChanged 2
		SP:Iteration 37Q (135846.950000 sec): 3 clusters
  Score: Raw -508551.111864 + Penalty 2741.341833 = -505809.770030
  nChanged 0
		SP:Iteration 38F (135847.140000 sec): 3 clusters
  Score: Raw -508551.111864 + Penalty 2741.341833 = -505809.770030
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135847.230000 sec): 2 clusters
  Score: Raw -325510.946601 + Penalty 1298.963249 = -324211.983352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135847.420000 sec): 3 clusters
  Score: Raw -324117.418705 + Penalty 2597.926498 = -321519.492207
  nChanged 1133
		SP:Iteration 1F (135847.610000 sec): 3 clusters
  Score: Raw -324807.586323 + Penalty 2597.926498 = -322209.659825
  nChanged 231
		SP:Iteration 2F (135847.770000 sec): 3 clusters
  Score: Raw -324970.799390 + Penalty 2597.926498 = -322372.872892
  nChanged 136
		SP:Iteration 3Q (135847.940000 sec): 3 clusters
  Score: Raw -325057.079351 + Penalty 2597.926498 = -322459.152853
  nChanged 114
		SP:Iteration 4Q (135848.110000 sec): 3 clusters
  Score: Raw -325118.470899 + Penalty 2597.926498 = -322520.544401
  nChanged 78
		SP:Iteration 5Q (135848.300000 sec): 3 clusters
  Score: Raw -325157.587133 + Penalty 2597.926498 = -322559.660635
  nChanged 73
		SP:Iteration 6Q (135848.470000 sec): 3 clusters
  Score: Raw -325197.704752 + Penalty 2597.926498 = -322599.778254
  nChanged 69
		SP:Iteration 7Q (135848.610000 sec): 3 clusters
  Score: Raw -325225.589703 + Penalty 2597.926498 = -322627.663205
  nChanged 46
		SP:Iteration 8Q (135848.750000 sec): 3 clusters
  Score: Raw -325246.921546 + Penalty 2597.926498 = -322648.995048
  nChanged 37
		SP:Iteration 9Q (135848.950000 sec): 3 clusters
  Score: Raw -325259.879308 + Penalty 2597.926498 = -322661.952810
  nChanged 30
		SP:Iteration 10Q (135849.140000 sec): 3 clusters
  Score: Raw -325273.001148 + Penalty 2597.926498 = -322675.074650
  nChanged 35
		SP:Iteration 11Q (135849.350000 sec): 3 clusters
  Score: Raw -325284.420587 + Penalty 2597.926498 = -322686.494089
  nChanged 28
		SP:Iteration 12Q (135849.510000 sec): 3 clusters
  Score: Raw -325296.027590 + Penalty 2597.926498 = -322698.101092
  nChanged 26
		SP:Iteration 13Q (135849.670000 sec): 3 clusters
  Score: Raw -325306.697046 + Penalty 2597.926498 = -322708.770548
  nChanged 21
		SP:Iteration 14Q (135849.830000 sec): 3 clusters
  Score: Raw -325316.823877 + Penalty 2597.926498 = -322718.897379
  nChanged 20
		SP:Iteration 15Q (135850.010000 sec): 3 clusters
  Score: Raw -325327.694794 + Penalty 2597.926498 = -322729.768295
  nChanged 24
		SP:Iteration 16Q (135850.150000 sec): 3 clusters
  Score: Raw -325336.310907 + Penalty 2597.926498 = -322738.384409
  nChanged 22
		SP:Iteration 17Q (135850.310000 sec): 3 clusters
  Score: Raw -325348.409717 + Penalty 2597.926498 = -322750.483218
  nChanged 32
		SP:Iteration 18Q (135850.490000 sec): 3 clusters
  Score: Raw -325363.435167 + Penalty 2597.926498 = -322765.508669
  nChanged 35
		SP:Iteration 19Q (135850.670000 sec): 3 clusters
  Score: Raw -325377.365370 + Penalty 2597.926498 = -322779.438872
  nChanged 21
		SP:Iteration 20F (135850.850000 sec): 3 clusters
  Score: Raw -325387.565705 + Penalty 2597.926498 = -322789.639207
  nChanged 25
		SP:Iteration 21Q (135851.010000 sec): 3 clusters
  Score: Raw -325399.923394 + Penalty 2597.926498 = -322801.996895
  nChanged 23
		SP:Iteration 22Q (135851.200000 sec): 3 clusters
  Score: Raw -325409.409887 + Penalty 2597.926498 = -322811.483389
  nChanged 15
		SP:Iteration 23Q (135851.340000 sec): 3 clusters
  Score: Raw -325415.227376 + Penalty 2597.926498 = -322817.300878
  nChanged 20
		SP:Iteration 24Q (135851.510000 sec): 3 clusters
  Score: Raw -325422.323383 + Penalty 2597.926498 = -322824.396884
  nChanged 13
		SP:Iteration 25Q (135851.740000 sec): 3 clusters
  Score: Raw -325426.486889 + Penalty 2597.926498 = -322828.560391
  nChanged 14
		SP:Iteration 26Q (135851.880000 sec): 3 clusters
  Score: Raw -325432.296227 + Penalty 2597.926498 = -322834.369729
  nChanged 16
		SP:Iteration 27Q (135852.070000 sec): 3 clusters
  Score: Raw -325438.760229 + Penalty 2597.926498 = -322840.833731
  nChanged 18
		SP:Iteration 28Q (135852.250000 sec): 3 clusters
  Score: Raw -325444.229977 + Penalty 2597.926498 = -322846.303478
  nChanged 16
		SP:Iteration 29Q (135852.440000 sec): 3 clusters
  Score: Raw -325451.686419 + Penalty 2597.926498 = -322853.759921
  nChanged 16
		SP:Iteration 30Q (135852.610000 sec): 3 clusters
  Score: Raw -325457.730180 + Penalty 2597.926498 = -322859.803681
  nChanged 19
		SP:Iteration 31Q (135852.780000 sec): 3 clusters
  Score: Raw -325463.581684 + Penalty 2597.926498 = -322865.655186
  nChanged 15
		SP:Iteration 32Q (135852.940000 sec): 3 clusters
  Score: Raw -325469.373095 + Penalty 2597.926498 = -322871.446597
  nChanged 20
		SP:Iteration 33Q (135853.130000 sec): 3 clusters
  Score: Raw -325475.714470 + Penalty 2597.926498 = -322877.787972
  nChanged 15
		SP:Iteration 34Q (135853.280000 sec): 3 clusters
  Score: Raw -325482.129095 + Penalty 2597.926498 = -322884.202597
  nChanged 13
		SP:Iteration 35Q (135853.470000 sec): 3 clusters
  Score: Raw -325486.156165 + Penalty 2597.926498 = -322888.229667
  nChanged 13
		SP:Iteration 36Q (135853.630000 sec): 3 clusters
  Score: Raw -325490.794618 + Penalty 2597.926498 = -322892.868119
  nChanged 14
		SP:Iteration 37Q (135853.810000 sec): 3 clusters
  Score: Raw -325494.786825 + Penalty 2597.926498 = -322896.860327
  nChanged 10
		SP:Iteration 38Q (135854.000000 sec): 3 clusters
  Score: Raw -325497.963980 + Penalty 2597.926498 = -322900.037482
  nChanged 11
		SP:Iteration 39Q (135854.170000 sec): 3 clusters
  Score: Raw -325501.917789 + Penalty 2597.926498 = -322903.991291
  nChanged 13
		SP:Iteration 40F (135854.340000 sec): 3 clusters
  Score: Raw -325506.888843 + Penalty 2597.926498 = -322908.962345
  nChanged 13
		SP:Iteration 41Q (135854.550000 sec): 3 clusters
  Score: Raw -325511.426527 + Penalty 2597.926498 = -322913.500029
  nChanged 9
		SP:Iteration 42Q (135854.700000 sec): 3 clusters
  Score: Raw -325515.120245 + Penalty 2597.926498 = -322917.193747
  nChanged 8
		SP:Iteration 43Q (135854.900000 sec): 3 clusters
  Score: Raw -325518.491074 + Penalty 2597.926498 = -322920.564576
  nChanged 9
		SP:Iteration 44Q (135855.090000 sec): 3 clusters
  Score: Raw -325524.505762 + Penalty 2597.926498 = -322926.579263
  nChanged 13
		SP:Iteration 45Q (135855.290000 sec): 3 clusters
  Score: Raw -325529.494354 + Penalty 2597.926498 = -322931.567856
  nChanged 12
		SP:Iteration 46Q (135855.470000 sec): 3 clusters
  Score: Raw -325533.909185 + Penalty 2597.926498 = -322935.982687
  nChanged 12
		SP:Iteration 47Q (135855.710000 sec): 3 clusters
  Score: Raw -325538.620918 + Penalty 2597.926498 = -322940.694420
  nChanged 13
		SP:Iteration 48Q (135855.860000 sec): 3 clusters
  Score: Raw -325544.591248 + Penalty 2597.926498 = -322946.664750
  nChanged 16
		SP:Iteration 49Q (135856.080000 sec): 3 clusters
  Score: Raw -325552.611976 + Penalty 2597.926498 = -322954.685478
  nChanged 18
		SP:Iteration 50Q (135856.230000 sec): 3 clusters
  Score: Raw -325562.295965 + Penalty 2597.926498 = -322964.369466
  nChanged 20
		SP:Iteration 51Q (135856.410000 sec): 3 clusters
  Score: Raw -325571.646218 + Penalty 2597.926498 = -322973.719720
  nChanged 23
		SP:Iteration 52Q (135856.620000 sec): 3 clusters
  Score: Raw -325581.479519 + Penalty 2597.926498 = -322983.553021
  nChanged 16
		SP:Iteration 53Q (135856.800000 sec): 3 clusters
  Score: Raw -325590.054726 + Penalty 2597.926498 = -322992.128228
  nChanged 20
		SP:Iteration 54Q (135856.940000 sec): 3 clusters
  Score: Raw -325600.048869 + Penalty 2597.926498 = -323002.122371
  nChanged 13
		SP:Iteration 55Q (135857.090000 sec): 3 clusters
  Score: Raw -325607.417492 + Penalty 2597.926498 = -323009.490994
  nChanged 14
		SP:Iteration 56Q (135857.250000 sec): 3 clusters
  Score: Raw -325614.971386 + Penalty 2597.926498 = -323017.044888
  nChanged 18
		SP:Iteration 57Q (135857.450000 sec): 3 clusters
  Score: Raw -325626.616747 + Penalty 2597.926498 = -323028.690248
  nChanged 16
		SP:Iteration 58Q (135857.620000 sec): 3 clusters
  Score: Raw -325634.538115 + Penalty 2597.926498 = -323036.611617
  nChanged 13
		SP:Iteration 59Q (135857.810000 sec): 3 clusters
  Score: Raw -325641.164727 + Penalty 2597.926498 = -323043.238229
  nChanged 11
		SP:Iteration 60F (135858.030000 sec): 3 clusters
  Score: Raw -325645.616688 + Penalty 2597.926498 = -323047.690190
  nChanged 11
		SP:Iteration 61Q (135858.180000 sec): 3 clusters
  Score: Raw -325650.007410 + Penalty 2597.926498 = -323052.080912
  nChanged 10
		SP:Iteration 62Q (135858.340000 sec): 3 clusters
  Score: Raw -325654.310909 + Penalty 2597.926498 = -323056.384411
  nChanged 8
		SP:Iteration 63Q (135858.540000 sec): 3 clusters
  Score: Raw -325657.127446 + Penalty 2597.926498 = -323059.200948
  nChanged 9
		SP:Iteration 64Q (135858.710000 sec): 3 clusters
  Score: Raw -325661.740450 + Penalty 2597.926498 = -323063.813952
  nChanged 8
		SP:Iteration 65Q (135858.890000 sec): 3 clusters
  Score: Raw -325664.841009 + Penalty 2597.926498 = -323066.914511
  nChanged 9
		SP:Iteration 66Q (135859.090000 sec): 3 clusters
  Score: Raw -325668.674430 + Penalty 2597.926498 = -323070.747932
  nChanged 8
		SP:Iteration 67Q (135859.210000 sec): 3 clusters
  Score: Raw -325671.424507 + Penalty 2597.926498 = -323073.498008
  nChanged 5
		SP:Iteration 68Q (135859.430000 sec): 3 clusters
  Score: Raw -325674.139296 + Penalty 2597.926498 = -323076.212798
  nChanged 8
		SP:Iteration 69Q (135859.660000 sec): 3 clusters
  Score: Raw -325677.450439 + Penalty 2597.926498 = -323079.523940
  nChanged 4
		SP:Iteration 70Q (135859.850000 sec): 3 clusters
  Score: Raw -325678.935234 + Penalty 2597.926498 = -323081.008735
  nChanged 4
		SP:Iteration 71Q (135859.990000 sec): 3 clusters
  Score: Raw -325680.981302 + Penalty 2597.926498 = -323083.054803
  nChanged 6
		SP:Iteration 72Q (135860.210000 sec): 3 clusters
  Score: Raw -325683.035733 + Penalty 2597.926498 = -323085.109235
  nChanged 3
		SP:Iteration 73Q (135860.370000 sec): 3 clusters
  Score: Raw -325683.566627 + Penalty 2597.926498 = -323085.640129
  nChanged 1
		SP:Iteration 74Q (135860.530000 sec): 3 clusters
  Score: Raw -325683.839201 + Penalty 2597.926498 = -323085.912702
  nChanged 3
		SP:Iteration 75Q (135860.710000 sec): 3 clusters
  Score: Raw -325684.456396 + Penalty 2597.926498 = -323086.529898
  nChanged 2
		SP:Iteration 76Q (135860.910000 sec): 3 clusters
  Score: Raw -325684.883070 + Penalty 2597.926498 = -323086.956572
  nChanged 3
		SP:Iteration 77Q (135861.070000 sec): 3 clusters
  Score: Raw -325686.803425 + Penalty 2597.926498 = -323088.876926
  nChanged 6
		SP:Iteration 78Q (135861.250000 sec): 3 clusters
  Score: Raw -325689.695298 + Penalty 2597.926498 = -323091.768800
  nChanged 5
		SP:Iteration 79Q (135861.450000 sec): 3 clusters
  Score: Raw -325692.129826 + Penalty 2597.926498 = -323094.203328
  nChanged 6
		SP:Iteration 80F (135861.650000 sec): 3 clusters
  Score: Raw -325694.661129 + Penalty 2597.926498 = -323096.734630
  nChanged 6
		SP:Iteration 81Q (135861.840000 sec): 3 clusters
  Score: Raw -325697.232514 + Penalty 2597.926498 = -323099.306016
  nChanged 3
		SP:Iteration 82Q (135862.020000 sec): 3 clusters
  Score: Raw -325698.176296 + Penalty 2597.926498 = -323100.249797
  nChanged 3
		SP:Iteration 83Q (135862.240000 sec): 3 clusters
  Score: Raw -325698.827110 + Penalty 2597.926498 = -323100.900612
  nChanged 2
		SP:Iteration 84Q (135862.410000 sec): 3 clusters
  Score: Raw -325699.557366 + Penalty 2597.926498 = -323101.630868
  nChanged 1
		SP:Iteration 85Q (135862.600000 sec): 3 clusters
  Score: Raw -325699.814149 + Penalty 2597.926498 = -323101.887651
  nChanged 1
		SP:Iteration 86Q (135862.780000 sec): 3 clusters
  Score: Raw -325699.959375 + Penalty 2597.926498 = -323102.032877
  nChanged 1
		SP:Iteration 87Q (135862.980000 sec): 3 clusters
  Score: Raw -325700.425110 + Penalty 2597.926498 = -323102.498612
  nChanged 0
		SP:Iteration 88F (135863.090000 sec): 3 clusters
  Score: Raw -325700.425110 + Penalty 2597.926498 = -323102.498612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135863.320000 sec): 2 clusters
  Score: Raw -2188998.293927 + Penalty 1608.551177 = -2187389.742750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135863.560000 sec): 3 clusters
  Score: Raw -2177062.773892 + Penalty 3217.102354 = -2173845.671538
  nChanged 9020
		SP:Iteration 1F (135863.850000 sec): 3 clusters
  Score: Raw -2182139.481662 + Penalty 3217.102354 = -2178922.379308
  nChanged 1180
		SP:Iteration 2F (135864.130000 sec): 3 clusters
  Score: Raw -2182757.333544 + Penalty 3217.102354 = -2179540.231190
  nChanged 1257
		SP:Iteration 3F (135864.420000 sec): 3 clusters
  Score: Raw -2183658.372240 + Penalty 3217.102354 = -2180441.269886
  nChanged 1564
		SP:Iteration 4F (135864.680000 sec): 3 clusters
  Score: Raw -2184970.353256 + Penalty 3217.102354 = -2181753.250902
  nChanged 1738
		SP:Iteration 5F (135864.980000 sec): 3 clusters
  Score: Raw -2186631.683133 + Penalty 3217.102354 = -2183414.580779
  nChanged 1583
		SP:Iteration 6F (135865.270000 sec): 3 clusters
  Score: Raw -2188310.360614 + Penalty 3217.102354 = -2185093.258261
  nChanged 1089
		SP:Iteration 7F (135865.540000 sec): 3 clusters
  Score: Raw -2189455.892133 + Penalty 3217.102354 = -2186238.789779
  nChanged 639
		SP:Iteration 8Q (135865.850000 sec): 3 clusters
  Score: Raw -2189848.682167 + Penalty 3217.102354 = -2186631.579814
  nChanged 284
		SP:Iteration 9Q (135866.160000 sec): 3 clusters
  Score: Raw -2189951.988293 + Penalty 3217.102354 = -2186734.885939
  nChanged 169
		SP:Iteration 10Q (135866.410000 sec): 3 clusters
  Score: Raw -2189992.750927 + Penalty 3217.102354 = -2186775.648573
  nChanged 99
		SP:Iteration 11Q (135866.670000 sec): 3 clusters
  Score: Raw -2190008.675370 + Penalty 3217.102354 = -2186791.573017
  nChanged 73
		SP:Iteration 12Q (135866.940000 sec): 3 clusters
  Score: Raw -2190018.086309 + Penalty 3217.102354 = -2186800.983956
  nChanged 39
		SP:Iteration 13Q (135867.180000 sec): 3 clusters
  Score: Raw -2190023.737558 + Penalty 3217.102354 = -2186806.635204
  nChanged 35
		SP:Iteration 14Q (135867.420000 sec): 3 clusters
  Score: Raw -2190028.066164 + Penalty 3217.102354 = -2186810.963810
  nChanged 32
		SP:Iteration 15Q (135867.630000 sec): 3 clusters
  Score: Raw -2190031.628615 + Penalty 3217.102354 = -2186814.526262
  nChanged 25
		SP:Iteration 16Q (135867.900000 sec): 3 clusters
  Score: Raw -2190034.175832 + Penalty 3217.102354 = -2186817.073479
  nChanged 18
		SP:Iteration 17Q (135868.100000 sec): 3 clusters
  Score: Raw -2190035.942165 + Penalty 3217.102354 = -2186818.839811
  nChanged 16
		SP:Iteration 18Q (135868.350000 sec): 3 clusters
  Score: Raw -2190037.575989 + Penalty 3217.102354 = -2186820.473636
  nChanged 11
		SP:Iteration 19Q (135868.580000 sec): 3 clusters
  Score: Raw -2190038.539377 + Penalty 3217.102354 = -2186821.437024
  nChanged 7
		SP:Iteration 20F (135868.850000 sec): 3 clusters
  Score: Raw -2190039.261480 + Penalty 3217.102354 = -2186822.159126
  nChanged 10
		SP:Iteration 21Q (135869.110000 sec): 3 clusters
  Score: Raw -2190040.282455 + Penalty 3217.102354 = -2186823.180101
  nChanged 11
		SP:Iteration 22Q (135869.350000 sec): 3 clusters
  Score: Raw -2190041.336662 + Penalty 3217.102354 = -2186824.234308
  nChanged 11
		SP:Iteration 23Q (135869.640000 sec): 3 clusters
  Score: Raw -2190042.390365 + Penalty 3217.102354 = -2186825.288012
  nChanged 12
		SP:Iteration 24Q (135869.880000 sec): 3 clusters
  Score: Raw -2190043.256349 + Penalty 3217.102354 = -2186826.153995
  nChanged 4
		SP:Iteration 25Q (135870.180000 sec): 3 clusters
  Score: Raw -2190043.494099 + Penalty 3217.102354 = -2186826.391745
  nChanged 5
		SP:Iteration 26Q (135870.420000 sec): 3 clusters
  Score: Raw -2190044.004688 + Penalty 3217.102354 = -2186826.902335
  nChanged 10
		SP:Iteration 27Q (135870.690000 sec): 3 clusters
  Score: Raw -2190044.830715 + Penalty 3217.102354 = -2186827.728362
  nChanged 7
		SP:Iteration 28Q (135870.980000 sec): 3 clusters
  Score: Raw -2190045.470687 + Penalty 3217.102354 = -2186828.368333
  nChanged 9
		SP:Iteration 29Q (135871.220000 sec): 3 clusters
  Score: Raw -2190046.359658 + Penalty 3217.102354 = -2186829.257305
  nChanged 10
		SP:Iteration 30Q (135871.500000 sec): 3 clusters
  Score: Raw -2190047.200275 + Penalty 3217.102354 = -2186830.097922
  nChanged 8
		SP:Iteration 31Q (135871.790000 sec): 3 clusters
  Score: Raw -2190047.863676 + Penalty 3217.102354 = -2186830.761322
  nChanged 10
		SP:Iteration 32Q (135872.080000 sec): 3 clusters
  Score: Raw -2190048.884395 + Penalty 3217.102354 = -2186831.782042
  nChanged 7
		SP:Iteration 33Q (135872.320000 sec): 3 clusters
  Score: Raw -2190049.412896 + Penalty 3217.102354 = -2186832.310542
  nChanged 10
		SP:Iteration 34Q (135872.580000 sec): 3 clusters
  Score: Raw -2190050.248268 + Penalty 3217.102354 = -2186833.145914
  nChanged 9
		SP:Iteration 35Q (135872.850000 sec): 3 clusters
  Score: Raw -2190050.964101 + Penalty 3217.102354 = -2186833.861747
  nChanged 8
		SP:Iteration 36Q (135873.070000 sec): 3 clusters
  Score: Raw -2190051.694927 + Penalty 3217.102354 = -2186834.592574
  nChanged 9
		SP:Iteration 37Q (135873.350000 sec): 3 clusters
  Score: Raw -2190052.338124 + Penalty 3217.102354 = -2186835.235770
  nChanged 7
		SP:Iteration 38Q (135873.630000 sec): 3 clusters
  Score: Raw -2190052.942924 + Penalty 3217.102354 = -2186835.840570
  nChanged 8
		SP:Iteration 39Q (135873.890000 sec): 3 clusters
  Score: Raw -2190053.577212 + Penalty 3217.102354 = -2186836.474859
  nChanged 9
		SP:Iteration 40F (135874.110000 sec): 3 clusters
  Score: Raw -2190054.521365 + Penalty 3217.102354 = -2186837.419011
  nChanged 9
		SP:Iteration 41Q (135874.390000 sec): 3 clusters
  Score: Raw -2190055.294501 + Penalty 3217.102354 = -2186838.192147
  nChanged 7
		SP:Iteration 42Q (135874.600000 sec): 3 clusters
  Score: Raw -2190055.729942 + Penalty 3217.102354 = -2186838.627589
  nChanged 2
		SP:Iteration 43Q (135874.880000 sec): 3 clusters
  Score: Raw -2190055.828586 + Penalty 3217.102354 = -2186838.726232
  nChanged 0
		SP:Iteration 44F (135875.110000 sec): 3 clusters
  Score: Raw -2190055.828586 + Penalty 3217.102354 = -2186838.726232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135875.250000 sec): 2 clusters
  Score: Raw -479755.039385 + Penalty 1364.228372 = -478390.811012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135875.450000 sec): 3 clusters
  Score: Raw -477568.649223 + Penalty 2728.456744 = -474840.192479
  nChanged 1723
		SP:Iteration 1F (135875.650000 sec): 3 clusters
  Score: Raw -478531.384855 + Penalty 2728.456744 = -475802.928111
  nChanged 335
		SP:Iteration 2F (135875.820000 sec): 3 clusters
  Score: Raw -478746.219681 + Penalty 2728.456744 = -476017.762937
  nChanged 249
		SP:Iteration 3F (135875.970000 sec): 3 clusters
  Score: Raw -478901.789387 + Penalty 2728.456744 = -476173.332643
  nChanged 228
		SP:Iteration 4F (135876.180000 sec): 3 clusters
  Score: Raw -479053.052998 + Penalty 2728.456744 = -476324.596254
  nChanged 219
		SP:Iteration 5Q (135876.330000 sec): 3 clusters
  Score: Raw -479231.424444 + Penalty 2728.456744 = -476502.967700
  nChanged 234
		SP:Iteration 6F (135876.510000 sec): 3 clusters
  Score: Raw -479404.500685 + Penalty 2728.456744 = -476676.043941
  nChanged 218
		SP:Iteration 7Q (135876.680000 sec): 3 clusters
  Score: Raw -479563.674790 + Penalty 2728.456744 = -476835.218045
  nChanged 214
		SP:Iteration 8Q (135876.900000 sec): 3 clusters
  Score: Raw -479711.563485 + Penalty 2728.456744 = -476983.106741
  nChanged 193
		SP:Iteration 9Q (135877.090000 sec): 3 clusters
  Score: Raw -479827.637092 + Penalty 2728.456744 = -477099.180348
  nChanged 157
		SP:Iteration 10Q (135877.290000 sec): 3 clusters
  Score: Raw -479915.125133 + Penalty 2728.456744 = -477186.668388
  nChanged 126
		SP:Iteration 11Q (135877.490000 sec): 3 clusters
  Score: Raw -479981.951942 + Penalty 2728.456744 = -477253.495198
  nChanged 91
		SP:Iteration 12Q (135877.660000 sec): 3 clusters
  Score: Raw -480026.851778 + Penalty 2728.456744 = -477298.395034
  nChanged 68
		SP:Iteration 13Q (135877.840000 sec): 3 clusters
  Score: Raw -480062.196985 + Penalty 2728.456744 = -477333.740240
  nChanged 67
		SP:Iteration 14Q (135878.010000 sec): 3 clusters
  Score: Raw -480091.343087 + Penalty 2728.456744 = -477362.886343
  nChanged 62
		SP:Iteration 15Q (135878.190000 sec): 3 clusters
  Score: Raw -480119.761888 + Penalty 2728.456744 = -477391.305144
  nChanged 58
		SP:Iteration 16Q (135878.330000 sec): 3 clusters
  Score: Raw -480144.539645 + Penalty 2728.456744 = -477416.082901
  nChanged 51
		SP:Iteration 17Q (135878.470000 sec): 3 clusters
  Score: Raw -480168.867867 + Penalty 2728.456744 = -477440.411122
  nChanged 53
		SP:Iteration 18Q (135878.650000 sec): 3 clusters
  Score: Raw -480193.526375 + Penalty 2728.456744 = -477465.069631
  nChanged 55
		SP:Iteration 19Q (135878.880000 sec): 3 clusters
  Score: Raw -480218.795371 + Penalty 2728.456744 = -477490.338627
  nChanged 45
		SP:Iteration 20F (135879.070000 sec): 3 clusters
  Score: Raw -480240.631400 + Penalty 2728.456744 = -477512.174656
  nChanged 41
		SP:Iteration 21Q (135879.230000 sec): 3 clusters
  Score: Raw -480261.053544 + Penalty 2728.456744 = -477532.596800
  nChanged 41
		SP:Iteration 22Q (135879.420000 sec): 3 clusters
  Score: Raw -480276.319324 + Penalty 2728.456744 = -477547.862580
  nChanged 44
		SP:Iteration 23Q (135879.620000 sec): 3 clusters
  Score: Raw -480292.706767 + Penalty 2728.456744 = -477564.250023
  nChanged 37
		SP:Iteration 24Q (135879.800000 sec): 3 clusters
  Score: Raw -480310.824652 + Penalty 2728.456744 = -477582.367908
  nChanged 42
		SP:Iteration 25Q (135879.970000 sec): 3 clusters
  Score: Raw -480328.379764 + Penalty 2728.456744 = -477599.923020
  nChanged 32
		SP:Iteration 26Q (135880.160000 sec): 3 clusters
  Score: Raw -480340.534460 + Penalty 2728.456744 = -477612.077716
  nChanged 30
		SP:Iteration 27Q (135880.300000 sec): 3 clusters
  Score: Raw -480353.040688 + Penalty 2728.456744 = -477624.583944
  nChanged 25
		SP:Iteration 28Q (135880.480000 sec): 3 clusters
  Score: Raw -480361.673370 + Penalty 2728.456744 = -477633.216626
  nChanged 21
		SP:Iteration 29Q (135880.670000 sec): 3 clusters
  Score: Raw -480370.618129 + Penalty 2728.456744 = -477642.161385
  nChanged 19
		SP:Iteration 30Q (135880.870000 sec): 3 clusters
  Score: Raw -480377.426981 + Penalty 2728.456744 = -477648.970237
  nChanged 21
		SP:Iteration 31Q (135881.050000 sec): 3 clusters
  Score: Raw -480382.902975 + Penalty 2728.456744 = -477654.446231
  nChanged 17
		SP:Iteration 32Q (135881.250000 sec): 3 clusters
  Score: Raw -480387.915863 + Penalty 2728.456744 = -477659.459119
  nChanged 16
		SP:Iteration 33Q (135881.450000 sec): 3 clusters
  Score: Raw -480392.864832 + Penalty 2728.456744 = -477664.408088
  nChanged 19
		SP:Iteration 34Q (135881.620000 sec): 3 clusters
  Score: Raw -480399.594413 + Penalty 2728.456744 = -477671.137669
  nChanged 12
		SP:Iteration 35Q (135881.800000 sec): 3 clusters
  Score: Raw -480402.891541 + Penalty 2728.456744 = -477674.434797
  nChanged 10
		SP:Iteration 36Q (135882.010000 sec): 3 clusters
  Score: Raw -480405.545205 + Penalty 2728.456744 = -477677.088461
  nChanged 11
		SP:Iteration 37Q (135882.190000 sec): 3 clusters
  Score: Raw -480408.073669 + Penalty 2728.456744 = -477679.616925
  nChanged 8
		SP:Iteration 38Q (135882.370000 sec): 3 clusters
  Score: Raw -480410.069101 + Penalty 2728.456744 = -477681.612357
  nChanged 6
		SP:Iteration 39Q (135882.580000 sec): 3 clusters
  Score: Raw -480411.442433 + Penalty 2728.456744 = -477682.985688
  nChanged 5
		SP:Iteration 40F (135882.750000 sec): 3 clusters
  Score: Raw -480412.505907 + Penalty 2728.456744 = -477684.049163
  nChanged 6
		SP:Iteration 41Q (135882.920000 sec): 3 clusters
  Score: Raw -480414.021326 + Penalty 2728.456744 = -477685.564581
  nChanged 6
		SP:Iteration 42Q (135883.130000 sec): 3 clusters
  Score: Raw -480415.407034 + Penalty 2728.456744 = -477686.950289
  nChanged 6
		SP:Iteration 43Q (135883.300000 sec): 3 clusters
  Score: Raw -480416.656513 + Penalty 2728.456744 = -477688.199769
  nChanged 2
		SP:Iteration 44Q (135883.530000 sec): 3 clusters
  Score: Raw -480417.067651 + Penalty 2728.456744 = -477688.610906
  nChanged 1
		SP:Iteration 45Q (135883.690000 sec): 3 clusters
  Score: Raw -480417.245845 + Penalty 2728.456744 = -477688.789101
  nChanged 0
		SP:Iteration 46F (135883.850000 sec): 3 clusters
  Score: Raw -480417.245845 + Penalty 2728.456744 = -477688.789101
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135883.990000 sec): 2 clusters
  Score: Raw -1016668.203593 + Penalty 1484.992378 = -1015183.211216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135884.190000 sec): 3 clusters
  Score: Raw -1011391.361661 + Penalty 2969.984756 = -1008421.376905
  nChanged 3984
		SP:Iteration 1F (135884.410000 sec): 3 clusters
  Score: Raw -1013561.310002 + Penalty 2969.984756 = -1010591.325246
  nChanged 540
		SP:Iteration 2F (135884.640000 sec): 3 clusters
  Score: Raw -1013782.328036 + Penalty 2969.984756 = -1010812.343280
  nChanged 433
		SP:Iteration 3Q (135884.870000 sec): 3 clusters
  Score: Raw -1013946.485609 + Penalty 2969.984756 = -1010976.500853
  nChanged 381
		SP:Iteration 4Q (135885.070000 sec): 3 clusters
  Score: Raw -1014082.817841 + Penalty 2969.984756 = -1011112.833086
  nChanged 336
		SP:Iteration 5Q (135885.310000 sec): 3 clusters
  Score: Raw -1014211.272952 + Penalty 2969.984756 = -1011241.288196
  nChanged 326
		SP:Iteration 6Q (135885.490000 sec): 3 clusters
  Score: Raw -1014341.948881 + Penalty 2969.984756 = -1011371.964126
  nChanged 312
		SP:Iteration 7Q (135885.740000 sec): 3 clusters
  Score: Raw -1014465.219765 + Penalty 2969.984756 = -1011495.235010
  nChanged 299
		SP:Iteration 8Q (135885.910000 sec): 3 clusters
  Score: Raw -1014570.785004 + Penalty 2969.984756 = -1011600.800248
  nChanged 276
		SP:Iteration 9Q (135886.120000 sec): 3 clusters
  Score: Raw -1014675.602365 + Penalty 2969.984756 = -1011705.617610
  nChanged 263
		SP:Iteration 10Q (135886.320000 sec): 3 clusters
  Score: Raw -1014772.773136 + Penalty 2969.984756 = -1011802.788380
  nChanged 261
		SP:Iteration 11Q (135886.560000 sec): 3 clusters
  Score: Raw -1014882.443051 + Penalty 2969.984756 = -1011912.458295
  nChanged 270
		SP:Iteration 12Q (135886.740000 sec): 3 clusters
  Score: Raw -1014997.923629 + Penalty 2969.984756 = -1012027.938873
  nChanged 269
		SP:Iteration 13Q (135886.950000 sec): 3 clusters
  Score: Raw -1015120.962251 + Penalty 2969.984756 = -1012150.977496
  nChanged 306
		SP:Iteration 14Q (135887.180000 sec): 3 clusters
  Score: Raw -1015280.560087 + Penalty 2969.984756 = -1012310.575331
  nChanged 335
		SP:Iteration 15Q (135887.350000 sec): 3 clusters
  Score: Raw -1015467.414153 + Penalty 2969.984756 = -1012497.429397
  nChanged 344
		SP:Iteration 16Q (135887.590000 sec): 3 clusters
  Score: Raw -1015667.637500 + Penalty 2969.984756 = -1012697.652745
  nChanged 348
		SP:Iteration 17Q (135887.770000 sec): 3 clusters
  Score: Raw -1015882.018355 + Penalty 2969.984756 = -1012912.033599
  nChanged 309
		SP:Iteration 18Q (135887.980000 sec): 3 clusters
  Score: Raw -1016076.660174 + Penalty 2969.984756 = -1013106.675419
  nChanged 302
		SP:Iteration 19Q (135888.190000 sec): 3 clusters
  Score: Raw -1016273.765904 + Penalty 2969.984756 = -1013303.781148
  nChanged 269
		SP:Iteration 20F (135888.420000 sec): 3 clusters
  Score: Raw -1016454.269799 + Penalty 2969.984756 = -1013484.285044
  nChanged 225
		SP:Iteration 21Q (135888.600000 sec): 3 clusters
  Score: Raw -1016615.368207 + Penalty 2969.984756 = -1013645.383451
  nChanged 202
		SP:Iteration 22Q (135888.840000 sec): 3 clusters
  Score: Raw -1016749.149468 + Penalty 2969.984756 = -1013779.164712
  nChanged 192
		SP:Iteration 23Q (135889.060000 sec): 3 clusters
  Score: Raw -1016876.822189 + Penalty 2969.984756 = -1013906.837434
  nChanged 176
		SP:Iteration 24Q (135889.270000 sec): 3 clusters
  Score: Raw -1016973.932622 + Penalty 2969.984756 = -1014003.947867
  nChanged 140
		SP:Iteration 25Q (135889.490000 sec): 3 clusters
  Score: Raw -1017043.470468 + Penalty 2969.984756 = -1014073.485713
  nChanged 109
		SP:Iteration 26Q (135889.700000 sec): 3 clusters
  Score: Raw -1017078.698482 + Penalty 2969.984756 = -1014108.713727
  nChanged 88
		SP:Iteration 27Q (135889.930000 sec): 3 clusters
  Score: Raw -1017103.402467 + Penalty 2969.984756 = -1014133.417711
  nChanged 67
		SP:Iteration 28Q (135890.110000 sec): 3 clusters
  Score: Raw -1017122.025080 + Penalty 2969.984756 = -1014152.040324
  nChanged 56
		SP:Iteration 29Q (135890.310000 sec): 3 clusters
  Score: Raw -1017137.750702 + Penalty 2969.984756 = -1014167.765946
  nChanged 76
		SP:Iteration 30Q (135890.490000 sec): 3 clusters
  Score: Raw -1017162.118437 + Penalty 2969.984756 = -1014192.133681
  nChanged 70
		SP:Iteration 31Q (135890.650000 sec): 3 clusters
  Score: Raw -1017181.890402 + Penalty 2969.984756 = -1014211.905647
  nChanged 66
		SP:Iteration 32Q (135890.870000 sec): 3 clusters
  Score: Raw -1017198.349719 + Penalty 2969.984756 = -1014228.364963
  nChanged 52
		SP:Iteration 33Q (135891.050000 sec): 3 clusters
  Score: Raw -1017215.006519 + Penalty 2969.984756 = -1014245.021764
  nChanged 58
		SP:Iteration 34Q (135891.240000 sec): 3 clusters
  Score: Raw -1017229.925707 + Penalty 2969.984756 = -1014259.940951
  nChanged 52
		SP:Iteration 35Q (135891.430000 sec): 3 clusters
  Score: Raw -1017243.061917 + Penalty 2969.984756 = -1014273.077161
  nChanged 52
		SP:Iteration 36Q (135891.630000 sec): 3 clusters
  Score: Raw -1017255.982614 + Penalty 2969.984756 = -1014285.997858
  nChanged 47
		SP:Iteration 37Q (135891.830000 sec): 3 clusters
  Score: Raw -1017268.173987 + Penalty 2969.984756 = -1014298.189231
  nChanged 47
		SP:Iteration 38Q (135891.990000 sec): 3 clusters
  Score: Raw -1017282.939241 + Penalty 2969.984756 = -1014312.954485
  nChanged 46
		SP:Iteration 39Q (135892.160000 sec): 3 clusters
  Score: Raw -1017299.786406 + Penalty 2969.984756 = -1014329.801650
  nChanged 59
		SP:Iteration 40F (135892.360000 sec): 3 clusters
  Score: Raw -1017324.907255 + Penalty 2969.984756 = -1014354.922500
  nChanged 73
		SP:Iteration 41Q (135892.590000 sec): 3 clusters
  Score: Raw -1017352.369471 + Penalty 2969.984756 = -1014382.384715
  nChanged 81
		SP:Iteration 42Q (135892.800000 sec): 3 clusters
  Score: Raw -1017382.775190 + Penalty 2969.984756 = -1014412.790435
  nChanged 90
		SP:Iteration 43Q (135893.010000 sec): 3 clusters
  Score: Raw -1017420.885387 + Penalty 2969.984756 = -1014450.900632
  nChanged 86
		SP:Iteration 44Q (135893.230000 sec): 3 clusters
  Score: Raw -1017462.429615 + Penalty 2969.984756 = -1014492.444859
  nChanged 85
		SP:Iteration 45Q (135893.430000 sec): 3 clusters
  Score: Raw -1017493.930022 + Penalty 2969.984756 = -1014523.945266
  nChanged 73
		SP:Iteration 46Q (135893.620000 sec): 3 clusters
  Score: Raw -1017517.092015 + Penalty 2969.984756 = -1014547.107260
  nChanged 68
		SP:Iteration 47Q (135893.780000 sec): 3 clusters
  Score: Raw -1017540.746422 + Penalty 2969.984756 = -1014570.761667
  nChanged 76
		SP:Iteration 48Q (135893.970000 sec): 3 clusters
  Score: Raw -1017570.634024 + Penalty 2969.984756 = -1014600.649268
  nChanged 74
		SP:Iteration 49Q (135894.160000 sec): 3 clusters
  Score: Raw -1017594.891749 + Penalty 2969.984756 = -1014624.906994
  nChanged 64
		SP:Iteration 50Q (135894.320000 sec): 3 clusters
  Score: Raw -1017614.698222 + Penalty 2969.984756 = -1014644.713467
  nChanged 53
		SP:Iteration 51Q (135894.520000 sec): 3 clusters
  Score: Raw -1017630.155389 + Penalty 2969.984756 = -1014660.170633
  nChanged 40
		SP:Iteration 52Q (135894.680000 sec): 3 clusters
  Score: Raw -1017640.920728 + Penalty 2969.984756 = -1014670.935972
  nChanged 40
		SP:Iteration 53Q (135894.860000 sec): 3 clusters
  Score: Raw -1017652.064046 + Penalty 2969.984756 = -1014682.079290
  nChanged 41
		SP:Iteration 54Q (135895.030000 sec): 3 clusters
  Score: Raw -1017665.128567 + Penalty 2969.984756 = -1014695.143812
  nChanged 46
		SP:Iteration 55Q (135895.210000 sec): 3 clusters
  Score: Raw -1017685.625534 + Penalty 2969.984756 = -1014715.640778
  nChanged 62
		SP:Iteration 56Q (135895.420000 sec): 3 clusters
  Score: Raw -1017713.664086 + Penalty 2969.984756 = -1014743.679331
  nChanged 59
		SP:Iteration 57Q (135895.610000 sec): 3 clusters
  Score: Raw -1017742.660838 + Penalty 2969.984756 = -1014772.676082
  nChanged 66
		SP:Iteration 58Q (135895.780000 sec): 3 clusters
  Score: Raw -1017781.426965 + Penalty 2969.984756 = -1014811.442210
  nChanged 76
		SP:Iteration 59Q (135895.940000 sec): 3 clusters
  Score: Raw -1017820.120750 + Penalty 2969.984756 = -1014850.135995
  nChanged 68
		SP:Iteration 60F (135896.110000 sec): 3 clusters
  Score: Raw -1017845.481991 + Penalty 2969.984756 = -1014875.497235
  nChanged 48
		SP:Iteration 61Q (135896.300000 sec): 3 clusters
  Score: Raw -1017857.410054 + Penalty 2969.984756 = -1014887.425298
  nChanged 39
		SP:Iteration 62Q (135896.490000 sec): 3 clusters
  Score: Raw -1017866.257474 + Penalty 2969.984756 = -1014896.272719
  nChanged 30
		SP:Iteration 63Q (135896.720000 sec): 3 clusters
  Score: Raw -1017873.187035 + Penalty 2969.984756 = -1014903.202280
  nChanged 26
		SP:Iteration 64Q (135896.910000 sec): 3 clusters
  Score: Raw -1017879.011262 + Penalty 2969.984756 = -1014909.026506
  nChanged 25
		SP:Iteration 65Q (135897.100000 sec): 3 clusters
  Score: Raw -1017883.541538 + Penalty 2969.984756 = -1014913.556782
  nChanged 17
		SP:Iteration 66Q (135897.280000 sec): 3 clusters
  Score: Raw -1017886.657688 + Penalty 2969.984756 = -1014916.672933
  nChanged 19
		SP:Iteration 67Q (135897.550000 sec): 3 clusters
  Score: Raw -1017890.723154 + Penalty 2969.984756 = -1014920.738398
  nChanged 26
		SP:Iteration 68Q (135897.740000 sec): 3 clusters
  Score: Raw -1017895.779652 + Penalty 2969.984756 = -1014925.794896
  nChanged 19
		SP:Iteration 69Q (135897.930000 sec): 3 clusters
  Score: Raw -1017899.331551 + Penalty 2969.984756 = -1014929.346796
  nChanged 12
		SP:Iteration 70Q (135898.160000 sec): 3 clusters
  Score: Raw -1017900.632563 + Penalty 2969.984756 = -1014930.647808
  nChanged 4
		SP:Iteration 71Q (135898.340000 sec): 3 clusters
  Score: Raw -1017900.921905 + Penalty 2969.984756 = -1014930.937150
  nChanged 1
		SP:Iteration 72Q (135898.580000 sec): 3 clusters
  Score: Raw -1017901.119673 + Penalty 2969.984756 = -1014931.134917
  nChanged 1
		SP:Iteration 73Q (135898.800000 sec): 3 clusters
  Score: Raw -1017901.236129 + Penalty 2969.984756 = -1014931.251373
  nChanged 1
		SP:Iteration 74Q (135899.020000 sec): 3 clusters
  Score: Raw -1017901.256096 + Penalty 2969.984756 = -1014931.271340
  nChanged 0
		SP:Iteration 75F (135899.250000 sec): 3 clusters
  Score: Raw -1017901.256096 + Penalty 2969.984756 = -1014931.271340
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (11003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135899.360000 sec): 2 clusters
  Score: Raw -1102580.327979 + Penalty 1512.212527 = -1101068.115452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135899.600000 sec): 3 clusters
  Score: Raw -1096379.942500 + Penalty 3024.425054 = -1093355.517446
  nChanged 4732
		SP:Iteration 1F (135899.850000 sec): 3 clusters
  Score: Raw -1099164.046892 + Penalty 3024.425054 = -1096139.621839
  nChanged 796
		SP:Iteration 2F (135900.040000 sec): 3 clusters
  Score: Raw -1099675.358974 + Penalty 3024.425054 = -1096650.933921
  nChanged 736
		SP:Iteration 3F (135900.270000 sec): 3 clusters
  Score: Raw -1100143.412713 + Penalty 3024.425054 = -1097118.987659
  nChanged 647
		SP:Iteration 4F (135900.450000 sec): 3 clusters
  Score: Raw -1100558.388532 + Penalty 3024.425054 = -1097533.963478
  nChanged 568
		SP:Iteration 5F (135900.660000 sec): 3 clusters
  Score: Raw -1100931.122718 + Penalty 3024.425054 = -1097906.697664
  nChanged 507
		SP:Iteration 6Q (135900.900000 sec): 3 clusters
  Score: Raw -1101256.527296 + Penalty 3024.425054 = -1098232.102243
  nChanged 455
		SP:Iteration 7Q (135901.100000 sec): 3 clusters
  Score: Raw -1101502.164504 + Penalty 3024.425054 = -1098477.739450
  nChanged 374
		SP:Iteration 8Q (135901.280000 sec): 3 clusters
  Score: Raw -1101697.985741 + Penalty 3024.425054 = -1098673.560687
  nChanged 339
		SP:Iteration 9Q (135901.490000 sec): 3 clusters
  Score: Raw -1101868.011344 + Penalty 3024.425054 = -1098843.586290
  nChanged 307
		SP:Iteration 10Q (135901.720000 sec): 3 clusters
  Score: Raw -1102023.556237 + Penalty 3024.425054 = -1098999.131184
  nChanged 266
		SP:Iteration 11Q (135901.980000 sec): 3 clusters
  Score: Raw -1102171.407488 + Penalty 3024.425054 = -1099146.982435
  nChanged 240
		SP:Iteration 12Q (135902.220000 sec): 3 clusters
  Score: Raw -1102306.836770 + Penalty 3024.425054 = -1099282.411716
  nChanged 232
		SP:Iteration 13Q (135902.400000 sec): 3 clusters
  Score: Raw -1102425.067434 + Penalty 3024.425054 = -1099400.642380
  nChanged 203
		SP:Iteration 14Q (135902.610000 sec): 3 clusters
  Score: Raw -1102528.080649 + Penalty 3024.425054 = -1099503.655596
  nChanged 170
		SP:Iteration 15Q (135902.860000 sec): 3 clusters
  Score: Raw -1102621.091332 + Penalty 3024.425054 = -1099596.666279
  nChanged 162
		SP:Iteration 16Q (135903.070000 sec): 3 clusters
  Score: Raw -1102700.823001 + Penalty 3024.425054 = -1099676.397947
  nChanged 135
		SP:Iteration 17Q (135903.270000 sec): 3 clusters
  Score: Raw -1102760.338098 + Penalty 3024.425054 = -1099735.913044
  nChanged 107
		SP:Iteration 18Q (135903.500000 sec): 3 clusters
  Score: Raw -1102802.999699 + Penalty 3024.425054 = -1099778.574645
  nChanged 106
		SP:Iteration 19Q (135903.680000 sec): 3 clusters
  Score: Raw -1102843.662343 + Penalty 3024.425054 = -1099819.237289
  nChanged 66
		SP:Iteration 20F (135903.900000 sec): 3 clusters
  Score: Raw -1102868.528170 + Penalty 3024.425054 = -1099844.103116
  nChanged 63
		SP:Iteration 21Q (135904.100000 sec): 3 clusters
  Score: Raw -1102890.607781 + Penalty 3024.425054 = -1099866.182727
  nChanged 59
		SP:Iteration 22Q (135904.280000 sec): 3 clusters
  Score: Raw -1102913.867279 + Penalty 3024.425054 = -1099889.442225
  nChanged 50
		SP:Iteration 23Q (135904.520000 sec): 3 clusters
  Score: Raw -1102933.066136 + Penalty 3024.425054 = -1099908.641082
  nChanged 44
		SP:Iteration 24Q (135904.720000 sec): 3 clusters
  Score: Raw -1102948.523102 + Penalty 3024.425054 = -1099924.098049
  nChanged 47
		SP:Iteration 25Q (135904.940000 sec): 3 clusters
  Score: Raw -1102966.296486 + Penalty 3024.425054 = -1099941.871433
  nChanged 40
		SP:Iteration 26Q (135905.180000 sec): 3 clusters
  Score: Raw -1102978.466637 + Penalty 3024.425054 = -1099954.041584
  nChanged 31
		SP:Iteration 27Q (135905.410000 sec): 3 clusters
  Score: Raw -1102987.773699 + Penalty 3024.425054 = -1099963.348645
  nChanged 20
		SP:Iteration 28Q (135905.610000 sec): 3 clusters
  Score: Raw -1102993.278314 + Penalty 3024.425054 = -1099968.853260
  nChanged 16
		SP:Iteration 29Q (135905.840000 sec): 3 clusters
  Score: Raw -1102998.227054 + Penalty 3024.425054 = -1099973.802001
  nChanged 18
		SP:Iteration 30Q (135906.050000 sec): 3 clusters
  Score: Raw -1103003.198006 + Penalty 3024.425054 = -1099978.772952
  nChanged 14
		SP:Iteration 31Q (135906.220000 sec): 3 clusters
  Score: Raw -1103007.238862 + Penalty 3024.425054 = -1099982.813808
  nChanged 12
		SP:Iteration 32Q (135906.440000 sec): 3 clusters
  Score: Raw -1103010.548410 + Penalty 3024.425054 = -1099986.123357
  nChanged 10
		SP:Iteration 33Q (135906.640000 sec): 3 clusters
  Score: Raw -1103014.052706 + Penalty 3024.425054 = -1099989.627653
  nChanged 15
		SP:Iteration 34Q (135906.830000 sec): 3 clusters
  Score: Raw -1103020.017289 + Penalty 3024.425054 = -1099995.592235
  nChanged 11
		SP:Iteration 35Q (135907.100000 sec): 3 clusters
  Score: Raw -1103025.540246 + Penalty 3024.425054 = -1100001.115193
  nChanged 14
		SP:Iteration 36Q (135907.300000 sec): 3 clusters
  Score: Raw -1103030.593252 + Penalty 3024.425054 = -1100006.168199
  nChanged 11
		SP:Iteration 37Q (135907.580000 sec): 3 clusters
  Score: Raw -1103034.330389 + Penalty 3024.425054 = -1100009.905335
  nChanged 10
		SP:Iteration 38Q (135907.750000 sec): 3 clusters
  Score: Raw -1103037.903187 + Penalty 3024.425054 = -1100013.478133
  nChanged 10
		SP:Iteration 39Q (135908.000000 sec): 3 clusters
  Score: Raw -1103042.002686 + Penalty 3024.425054 = -1100017.577632
  nChanged 15
		SP:Iteration 40F (135908.160000 sec): 3 clusters
  Score: Raw -1103048.601890 + Penalty 3024.425054 = -1100024.176837
  nChanged 13
		SP:Iteration 41Q (135908.400000 sec): 3 clusters
  Score: Raw -1103052.363743 + Penalty 3024.425054 = -1100027.938689
  nChanged 9
		SP:Iteration 42Q (135908.560000 sec): 3 clusters
  Score: Raw -1103054.730399 + Penalty 3024.425054 = -1100030.305346
  nChanged 5
		SP:Iteration 43Q (135908.780000 sec): 3 clusters
  Score: Raw -1103055.809582 + Penalty 3024.425054 = -1100031.384528
  nChanged 1
		SP:Iteration 44Q (135909.000000 sec): 3 clusters
  Score: Raw -1103055.997265 + Penalty 3024.425054 = -1100031.572211
  nChanged 0
		SP:Iteration 45F (135909.170000 sec): 3 clusters
  Score: Raw -1103055.997265 + Penalty 3024.425054 = -1100031.572211
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135909.320000 sec): 2 clusters
  Score: Raw -1050253.235465 + Penalty 1487.263929 = -1048765.971536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135909.550000 sec): 3 clusters
  Score: Raw -1044989.874585 + Penalty 2974.527859 = -1042015.346726
  nChanged 3987
		SP:Iteration 1F (135909.740000 sec): 3 clusters
  Score: Raw -1047244.594628 + Penalty 2974.527859 = -1044270.066769
  nChanged 633
		SP:Iteration 2F (135909.950000 sec): 3 clusters
  Score: Raw -1047546.665293 + Penalty 2974.527859 = -1044572.137435
  nChanged 469
		SP:Iteration 3Q (135910.160000 sec): 3 clusters
  Score: Raw -1047759.474569 + Penalty 2974.527859 = -1044784.946710
  nChanged 390
		SP:Iteration 4Q (135910.330000 sec): 3 clusters
  Score: Raw -1047943.247641 + Penalty 2974.527859 = -1044968.719782
  nChanged 374
		SP:Iteration 5Q (135910.570000 sec): 3 clusters
  Score: Raw -1048117.407751 + Penalty 2974.527859 = -1045142.879892
  nChanged 358
		SP:Iteration 6Q (135910.750000 sec): 3 clusters
  Score: Raw -1048274.865652 + Penalty 2974.527859 = -1045300.337793
  nChanged 347
		SP:Iteration 7Q (135911.020000 sec): 3 clusters
  Score: Raw -1048435.806838 + Penalty 2974.527859 = -1045461.278979
  nChanged 316
		SP:Iteration 8Q (135911.230000 sec): 3 clusters
  Score: Raw -1048581.221502 + Penalty 2974.527859 = -1045606.693643
  nChanged 305
		SP:Iteration 9Q (135911.470000 sec): 3 clusters
  Score: Raw -1048728.065352 + Penalty 2974.527859 = -1045753.537493
  nChanged 296
		SP:Iteration 10Q (135911.660000 sec): 3 clusters
  Score: Raw -1048876.250182 + Penalty 2974.527859 = -1045901.722323
  nChanged 277
		SP:Iteration 11Q (135911.860000 sec): 3 clusters
  Score: Raw -1049036.738509 + Penalty 2974.527859 = -1046062.210650
  nChanged 288
		SP:Iteration 12Q (135912.090000 sec): 3 clusters
  Score: Raw -1049206.107168 + Penalty 2974.527859 = -1046231.579309
  nChanged 268
		SP:Iteration 13Q (135912.300000 sec): 3 clusters
  Score: Raw -1049371.329236 + Penalty 2974.527859 = -1046396.801377
  nChanged 240
		SP:Iteration 14Q (135912.530000 sec): 3 clusters
  Score: Raw -1049499.671198 + Penalty 2974.527859 = -1046525.143339
  nChanged 206
		SP:Iteration 15Q (135912.750000 sec): 3 clusters
  Score: Raw -1049608.582063 + Penalty 2974.527859 = -1046634.054204
  nChanged 189
		SP:Iteration 16Q (135912.960000 sec): 3 clusters
  Score: Raw -1049719.956861 + Penalty 2974.527859 = -1046745.429002
  nChanged 175
		SP:Iteration 17Q (135913.200000 sec): 3 clusters
  Score: Raw -1049830.799989 + Penalty 2974.527859 = -1046856.272130
  nChanged 160
		SP:Iteration 18Q (135913.430000 sec): 3 clusters
  Score: Raw -1049917.742424 + Penalty 2974.527859 = -1046943.214565
  nChanged 144
		SP:Iteration 19Q (135913.620000 sec): 3 clusters
  Score: Raw -1049985.287512 + Penalty 2974.527859 = -1047010.759653
  nChanged 125
		SP:Iteration 20F (135913.840000 sec): 3 clusters
  Score: Raw -1050033.231526 + Penalty 2974.527859 = -1047058.703667
  nChanged 108
		SP:Iteration 21Q (135914.000000 sec): 3 clusters
  Score: Raw -1050071.827081 + Penalty 2974.527859 = -1047097.299222
  nChanged 84
		SP:Iteration 22Q (135914.200000 sec): 3 clusters
  Score: Raw -1050097.122020 + Penalty 2974.527859 = -1047122.594161
  nChanged 63
		SP:Iteration 23Q (135914.420000 sec): 3 clusters
  Score: Raw -1050113.939354 + Penalty 2974.527859 = -1047139.411495
  nChanged 45
		SP:Iteration 24Q (135914.670000 sec): 3 clusters
  Score: Raw -1050123.528568 + Penalty 2974.527859 = -1047149.000709
  nChanged 25
		SP:Iteration 25Q (135914.810000 sec): 3 clusters
  Score: Raw -1050128.053108 + Penalty 2974.527859 = -1047153.525250
  nChanged 33
		SP:Iteration 26Q (135915.020000 sec): 3 clusters
  Score: Raw -1050135.362039 + Penalty 2974.527859 = -1047160.834180
  nChanged 26
		SP:Iteration 27Q (135915.220000 sec): 3 clusters
  Score: Raw -1050140.181860 + Penalty 2974.527859 = -1047165.654001
  nChanged 18
		SP:Iteration 28Q (135915.480000 sec): 3 clusters
  Score: Raw -1050143.505139 + Penalty 2974.527859 = -1047168.977280
  nChanged 13
		SP:Iteration 29Q (135915.650000 sec): 3 clusters
  Score: Raw -1050145.226947 + Penalty 2974.527859 = -1047170.699088
  nChanged 10
		SP:Iteration 30Q (135915.830000 sec): 3 clusters
  Score: Raw -1050146.668093 + Penalty 2974.527859 = -1047172.140234
  nChanged 14
		SP:Iteration 31Q (135916.020000 sec): 3 clusters
  Score: Raw -1050149.075835 + Penalty 2974.527859 = -1047174.547976
  nChanged 13
		SP:Iteration 32Q (135916.260000 sec): 3 clusters
  Score: Raw -1050151.849636 + Penalty 2974.527859 = -1047177.321777
  nChanged 16
		SP:Iteration 33Q (135916.450000 sec): 3 clusters
  Score: Raw -1050154.554336 + Penalty 2974.527859 = -1047180.026477
  nChanged 12
		SP:Iteration 34Q (135916.620000 sec): 3 clusters
  Score: Raw -1050156.375915 + Penalty 2974.527859 = -1047181.848056
  nChanged 14
		SP:Iteration 35Q (135916.850000 sec): 3 clusters
  Score: Raw -1050158.308152 + Penalty 2974.527859 = -1047183.780293
  nChanged 13
		SP:Iteration 36Q (135917.100000 sec): 3 clusters
  Score: Raw -1050160.496251 + Penalty 2974.527859 = -1047185.968392
  nChanged 10
		SP:Iteration 37Q (135917.280000 sec): 3 clusters
  Score: Raw -1050162.202537 + Penalty 2974.527859 = -1047187.674679
  nChanged 10
		SP:Iteration 38Q (135917.500000 sec): 3 clusters
  Score: Raw -1050163.286450 + Penalty 2974.527859 = -1047188.758591
  nChanged 9
		SP:Iteration 39Q (135917.710000 sec): 3 clusters
  Score: Raw -1050164.564257 + Penalty 2974.527859 = -1047190.036398
  nChanged 14
		SP:Iteration 40F (135917.920000 sec): 3 clusters
  Score: Raw -1050166.477092 + Penalty 2974.527859 = -1047191.949233
  nChanged 14
		SP:Iteration 41Q (135918.170000 sec): 3 clusters
  Score: Raw -1050168.463649 + Penalty 2974.527859 = -1047193.935790
  nChanged 15
		SP:Iteration 42Q (135918.410000 sec): 3 clusters
  Score: Raw -1050170.630085 + Penalty 2974.527859 = -1047196.102226
  nChanged 6
		SP:Iteration 43Q (135918.600000 sec): 3 clusters
  Score: Raw -1050171.507946 + Penalty 2974.527859 = -1047196.980087
  nChanged 7
		SP:Iteration 44Q (135918.800000 sec): 3 clusters
  Score: Raw -1050172.286656 + Penalty 2974.527859 = -1047197.758797
  nChanged 8
		SP:Iteration 45Q (135919.000000 sec): 3 clusters
  Score: Raw -1050173.421919 + Penalty 2974.527859 = -1047198.894060
  nChanged 13
		SP:Iteration 46Q (135919.180000 sec): 3 clusters
  Score: Raw -1050176.354192 + Penalty 2974.527859 = -1047201.826333
  nChanged 21
		SP:Iteration 47Q (135919.350000 sec): 3 clusters
  Score: Raw -1050180.845716 + Penalty 2974.527859 = -1047206.317857
  nChanged 23
		SP:Iteration 48Q (135919.530000 sec): 3 clusters
  Score: Raw -1050186.671213 + Penalty 2974.527859 = -1047212.143354
  nChanged 30
		SP:Iteration 49Q (135919.690000 sec): 3 clusters
  Score: Raw -1050192.285357 + Penalty 2974.527859 = -1047217.757498
  nChanged 23
		SP:Iteration 50Q (135919.870000 sec): 3 clusters
  Score: Raw -1050197.969279 + Penalty 2974.527859 = -1047223.441420
  nChanged 19
		SP:Iteration 51Q (135920.070000 sec): 3 clusters
  Score: Raw -1050202.524499 + Penalty 2974.527859 = -1047227.996640
  nChanged 20
		SP:Iteration 52Q (135920.250000 sec): 3 clusters
  Score: Raw -1050206.285560 + Penalty 2974.527859 = -1047231.757701
  nChanged 16
		SP:Iteration 53Q (135920.500000 sec): 3 clusters
  Score: Raw -1050209.620222 + Penalty 2974.527859 = -1047235.092363
  nChanged 17
		SP:Iteration 54Q (135920.720000 sec): 3 clusters
  Score: Raw -1050213.145457 + Penalty 2974.527859 = -1047238.617598
  nChanged 16
		SP:Iteration 55Q (135920.900000 sec): 3 clusters
  Score: Raw -1050216.036488 + Penalty 2974.527859 = -1047241.508629
  nChanged 12
		SP:Iteration 56Q (135921.140000 sec): 3 clusters
  Score: Raw -1050218.086195 + Penalty 2974.527859 = -1047243.558336
  nChanged 12
		SP:Iteration 57Q (135921.350000 sec): 3 clusters
  Score: Raw -1050220.600800 + Penalty 2974.527859 = -1047246.072941
  nChanged 11
		SP:Iteration 58Q (135921.530000 sec): 3 clusters
  Score: Raw -1050221.925971 + Penalty 2974.527859 = -1047247.398112
  nChanged 5
		SP:Iteration 59Q (135921.750000 sec): 3 clusters
  Score: Raw -1050222.495987 + Penalty 2974.527859 = -1047247.968128
  nChanged 3
		SP:Iteration 60F (135921.960000 sec): 3 clusters
  Score: Raw -1050222.799187 + Penalty 2974.527859 = -1047248.271328
  nChanged 2
		SP:Iteration 61Q (135922.150000 sec): 3 clusters
  Score: Raw -1050223.053196 + Penalty 2974.527859 = -1047248.525337
  nChanged 4
		SP:Iteration 62Q (135922.360000 sec): 3 clusters
  Score: Raw -1050223.327102 + Penalty 2974.527859 = -1047248.799244
  nChanged 2
		SP:Iteration 63Q (135922.580000 sec): 3 clusters
  Score: Raw -1050223.536508 + Penalty 2974.527859 = -1047249.008650
  nChanged 1
		SP:Iteration 64Q (135922.780000 sec): 3 clusters
  Score: Raw -1050223.579927 + Penalty 2974.527859 = -1047249.052068
  nChanged 0
		SP:Iteration 65F (135923.020000 sec): 3 clusters
  Score: Raw -1050223.579927 + Penalty 2974.527859 = -1047249.052068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135923.140000 sec): 2 clusters
  Score: Raw -181327.875553 + Penalty 1215.110690 = -180112.764864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135923.300000 sec): 3 clusters
  Score: Raw -180606.448389 + Penalty 2430.221379 = -178176.227010
  nChanged 602
		SP:Iteration 1F (135923.480000 sec): 3 clusters
  Score: Raw -180980.522075 + Penalty 2430.221379 = -178550.300696
  nChanged 139
		SP:Iteration 2F (135923.660000 sec): 3 clusters
  Score: Raw -181094.243717 + Penalty 2430.221379 = -178664.022338
  nChanged 80
		SP:Iteration 3Q (135923.800000 sec): 3 clusters
  Score: Raw -181148.914472 + Penalty 2430.221379 = -178718.693093
  nChanged 57
		SP:Iteration 4Q (135923.950000 sec): 3 clusters
  Score: Raw -181198.116117 + Penalty 2430.221379 = -178767.894738
  nChanged 55
		SP:Iteration 5Q (135924.130000 sec): 3 clusters
  Score: Raw -181244.175185 + Penalty 2430.221379 = -178813.953806
  nChanged 55
		SP:Iteration 6Q (135924.310000 sec): 3 clusters
  Score: Raw -181284.209206 + Penalty 2430.221379 = -178853.987827
  nChanged 42
		SP:Iteration 7Q (135924.470000 sec): 3 clusters
  Score: Raw -181317.437896 + Penalty 2430.221379 = -178887.216517
  nChanged 37
		SP:Iteration 8Q (135924.650000 sec): 3 clusters
  Score: Raw -181353.375012 + Penalty 2430.221379 = -178923.153633
  nChanged 30
		SP:Iteration 9Q (135924.790000 sec): 3 clusters
  Score: Raw -181378.592437 + Penalty 2430.221379 = -178948.371058
  nChanged 38
		SP:Iteration 10Q (135924.930000 sec): 3 clusters
  Score: Raw -181413.254654 + Penalty 2430.221379 = -178983.033275
  nChanged 38
		SP:Iteration 11Q (135925.080000 sec): 3 clusters
  Score: Raw -181448.073644 + Penalty 2430.221379 = -179017.852265
  nChanged 34
		SP:Iteration 12Q (135925.280000 sec): 3 clusters
  Score: Raw -181469.163236 + Penalty 2430.221379 = -179038.941857
  nChanged 25
		SP:Iteration 13Q (135925.440000 sec): 3 clusters
  Score: Raw -181488.013255 + Penalty 2430.221379 = -179057.791876
  nChanged 33
		SP:Iteration 14Q (135925.620000 sec): 3 clusters
  Score: Raw -181518.052073 + Penalty 2430.221379 = -179087.830694
  nChanged 34
		SP:Iteration 15Q (135925.810000 sec): 3 clusters
  Score: Raw -181549.147074 + Penalty 2430.221379 = -179118.925695
  nChanged 27
		SP:Iteration 16Q (135925.960000 sec): 3 clusters
  Score: Raw -181567.516566 + Penalty 2430.221379 = -179137.295187
  nChanged 18
		SP:Iteration 17Q (135926.140000 sec): 3 clusters
  Score: Raw -181578.663059 + Penalty 2430.221379 = -179148.441680
  nChanged 18
		SP:Iteration 18Q (135926.310000 sec): 3 clusters
  Score: Raw -181589.226868 + Penalty 2430.221379 = -179159.005489
  nChanged 19
		SP:Iteration 19Q (135926.460000 sec): 3 clusters
  Score: Raw -181598.013499 + Penalty 2430.221379 = -179167.792120
  nChanged 13
		SP:Iteration 20F (135926.640000 sec): 3 clusters
  Score: Raw -181606.353545 + Penalty 2430.221379 = -179176.132166
  nChanged 11
		SP:Iteration 21Q (135926.820000 sec): 3 clusters
  Score: Raw -181616.043647 + Penalty 2430.221379 = -179185.822268
  nChanged 11
		SP:Iteration 22Q (135926.980000 sec): 3 clusters
  Score: Raw -181625.943481 + Penalty 2430.221379 = -179195.722102
  nChanged 7
		SP:Iteration 23Q (135927.160000 sec): 3 clusters
  Score: Raw -181631.141493 + Penalty 2430.221379 = -179200.920114
  nChanged 7
		SP:Iteration 24Q (135927.380000 sec): 3 clusters
  Score: Raw -181634.774069 + Penalty 2430.221379 = -179204.552690
  nChanged 4
		SP:Iteration 25Q (135927.550000 sec): 3 clusters
  Score: Raw -181636.422221 + Penalty 2430.221379 = -179206.200842
  nChanged 5
		SP:Iteration 26Q (135927.730000 sec): 3 clusters
  Score: Raw -181639.983575 + Penalty 2430.221379 = -179209.762196
  nChanged 3
		SP:Iteration 27Q (135927.840000 sec): 3 clusters
  Score: Raw -181641.321641 + Penalty 2430.221379 = -179211.100262
  nChanged 4
		SP:Iteration 28Q (135928.020000 sec): 3 clusters
  Score: Raw -181643.329753 + Penalty 2430.221379 = -179213.108374
  nChanged 5
		SP:Iteration 29Q (135928.250000 sec): 3 clusters
  Score: Raw -181645.947274 + Penalty 2430.221379 = -179215.725895
  nChanged 1
		SP:Iteration 30Q (135928.400000 sec): 3 clusters
  Score: Raw -181646.944000 + Penalty 2430.221379 = -179216.722621
  nChanged 1
		SP:Iteration 31Q (135928.580000 sec): 3 clusters
  Score: Raw -181647.781107 + Penalty 2430.221379 = -179217.559728
  nChanged 0
		SP:Iteration 32F (135928.780000 sec): 3 clusters
  Score: Raw -181647.781107 + Penalty 2430.221379 = -179217.559728
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135928.860000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135929.070000 sec): 3 clusters
  Score: Raw -57442.243520 + Penalty 2030.613934 = -55411.629586
  nChanged 113
		SP:Iteration 1F (135929.250000 sec): 3 clusters
  Score: Raw -57596.187660 + Penalty 2030.613934 = -55565.573726
  nChanged 30
		SP:Iteration 2F (135929.420000 sec): 3 clusters
  Score: Raw -57649.742351 + Penalty 2030.613934 = -55619.128417
  nChanged 10
		SP:Iteration 3Q (135929.580000 sec): 3 clusters
  Score: Raw -57668.330730 + Penalty 2030.613934 = -55637.716795
  nChanged 6
		SP:Iteration 4Q (135929.740000 sec): 3 clusters
  Score: Raw -57680.692288 + Penalty 2030.613934 = -55650.078354
  nChanged 4
		SP:Iteration 5Q (135929.900000 sec): 3 clusters
  Score: Raw -57689.421034 + Penalty 2030.613934 = -55658.807099
  nChanged 4
		SP:Iteration 6Q (135930.060000 sec): 3 clusters
  Score: Raw -57695.161281 + Penalty 2030.613934 = -55664.547347
  nChanged 4
		SP:Iteration 7Q (135930.240000 sec): 3 clusters
  Score: Raw -57699.737670 + Penalty 2030.613934 = -55669.123735
  nChanged 1
		SP:Iteration 8Q (135930.460000 sec): 3 clusters
  Score: Raw -57699.977883 + Penalty 2030.613934 = -55669.363949
  nChanged 0
		SP:Iteration 9F (135930.630000 sec): 3 clusters
  Score: Raw -57699.977883 + Penalty 2030.613934 = -55669.363949
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135930.770000 sec): 2 clusters
  Score: Raw -866121.068074 + Penalty 1456.804572 = -864664.263502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135930.950000 sec): 3 clusters
  Score: Raw -861725.907589 + Penalty 2913.609144 = -858812.298445
  nChanged 3376
		SP:Iteration 1F (135931.120000 sec): 3 clusters
  Score: Raw -863611.290681 + Penalty 2913.609144 = -860697.681537
  nChanged 492
		SP:Iteration 2F (135931.310000 sec): 3 clusters
  Score: Raw -863846.709615 + Penalty 2913.609144 = -860933.100471
  nChanged 410
		SP:Iteration 3F (135931.510000 sec): 3 clusters
  Score: Raw -864042.908178 + Penalty 2913.609144 = -861129.299034
  nChanged 356
		SP:Iteration 4Q (135931.700000 sec): 3 clusters
  Score: Raw -864216.796847 + Penalty 2913.609144 = -861303.187703
  nChanged 351
		SP:Iteration 5Q (135931.950000 sec): 3 clusters
  Score: Raw -864403.909009 + Penalty 2913.609144 = -861490.299866
  nChanged 340
		SP:Iteration 6Q (135932.120000 sec): 3 clusters
  Score: Raw -864605.139113 + Penalty 2913.609144 = -861691.529970
  nChanged 340
		SP:Iteration 7Q (135932.330000 sec): 3 clusters
  Score: Raw -864803.636210 + Penalty 2913.609144 = -861890.027066
  nChanged 335
		SP:Iteration 8Q (135932.560000 sec): 3 clusters
  Score: Raw -865016.550575 + Penalty 2913.609144 = -862102.941431
  nChanged 321
		SP:Iteration 9Q (135932.710000 sec): 3 clusters
  Score: Raw -865246.726809 + Penalty 2913.609144 = -862333.117666
  nChanged 329
		SP:Iteration 10Q (135932.920000 sec): 3 clusters
  Score: Raw -865459.279459 + Penalty 2913.609144 = -862545.670316
  nChanged 293
		SP:Iteration 11Q (135933.130000 sec): 3 clusters
  Score: Raw -865622.377878 + Penalty 2913.609144 = -862708.768734
  nChanged 239
		SP:Iteration 12Q (135933.310000 sec): 3 clusters
  Score: Raw -865724.216279 + Penalty 2913.609144 = -862810.607135
  nChanged 166
		SP:Iteration 13Q (135933.530000 sec): 3 clusters
  Score: Raw -865790.858949 + Penalty 2913.609144 = -862877.249805
  nChanged 140
		SP:Iteration 14Q (135933.720000 sec): 3 clusters
  Score: Raw -865850.202621 + Penalty 2913.609144 = -862936.593478
  nChanged 121
		SP:Iteration 15Q (135933.900000 sec): 3 clusters
  Score: Raw -865893.494759 + Penalty 2913.609144 = -862979.885615
  nChanged 104
		SP:Iteration 16Q (135934.130000 sec): 3 clusters
  Score: Raw -865941.991971 + Penalty 2913.609144 = -863028.382827
  nChanged 115
		SP:Iteration 17Q (135934.310000 sec): 3 clusters
  Score: Raw -865991.397406 + Penalty 2913.609144 = -863077.788262
  nChanged 109
		SP:Iteration 18Q (135934.530000 sec): 3 clusters
  Score: Raw -866036.674004 + Penalty 2913.609144 = -863123.064861
  nChanged 96
		SP:Iteration 19Q (135934.720000 sec): 3 clusters
  Score: Raw -866073.573272 + Penalty 2913.609144 = -863159.964128
  nChanged 84
		SP:Iteration 20F (135934.940000 sec): 3 clusters
  Score: Raw -866102.825381 + Penalty 2913.609144 = -863189.216237
  nChanged 66
		SP:Iteration 21Q (135935.140000 sec): 3 clusters
  Score: Raw -866126.146626 + Penalty 2913.609144 = -863212.537482
  nChanged 75
		SP:Iteration 22Q (135935.350000 sec): 3 clusters
  Score: Raw -866156.280561 + Penalty 2913.609144 = -863242.671417
  nChanged 73
		SP:Iteration 23Q (135935.570000 sec): 3 clusters
  Score: Raw -866179.386843 + Penalty 2913.609144 = -863265.777700
  nChanged 49
		SP:Iteration 24Q (135935.760000 sec): 3 clusters
  Score: Raw -866192.738717 + Penalty 2913.609144 = -863279.129573
  nChanged 42
		SP:Iteration 25Q (135935.960000 sec): 3 clusters
  Score: Raw -866204.897250 + Penalty 2913.609144 = -863291.288107
  nChanged 43
		SP:Iteration 26Q (135936.170000 sec): 3 clusters
  Score: Raw -866215.926160 + Penalty 2913.609144 = -863302.317016
  nChanged 50
		SP:Iteration 27Q (135936.410000 sec): 3 clusters
  Score: Raw -866229.150832 + Penalty 2913.609144 = -863315.541688
  nChanged 48
		SP:Iteration 28Q (135936.610000 sec): 3 clusters
  Score: Raw -866243.086294 + Penalty 2913.609144 = -863329.477150
  nChanged 35
		SP:Iteration 29Q (135936.800000 sec): 3 clusters
  Score: Raw -866249.654719 + Penalty 2913.609144 = -863336.045575
  nChanged 22
		SP:Iteration 30Q (135937.000000 sec): 3 clusters
  Score: Raw -866253.271206 + Penalty 2913.609144 = -863339.662062
  nChanged 15
		SP:Iteration 31Q (135937.190000 sec): 3 clusters
  Score: Raw -866255.493260 + Penalty 2913.609144 = -863341.884116
  nChanged 18
		SP:Iteration 32Q (135937.390000 sec): 3 clusters
  Score: Raw -866259.478639 + Penalty 2913.609144 = -863345.869495
  nChanged 18
		SP:Iteration 33Q (135937.590000 sec): 3 clusters
  Score: Raw -866263.383599 + Penalty 2913.609144 = -863349.774456
  nChanged 16
		SP:Iteration 34Q (135937.800000 sec): 3 clusters
  Score: Raw -866266.924856 + Penalty 2913.609144 = -863353.315712
  nChanged 14
		SP:Iteration 35Q (135938.010000 sec): 3 clusters
  Score: Raw -866269.405069 + Penalty 2913.609144 = -863355.795925
  nChanged 15
		SP:Iteration 36Q (135938.210000 sec): 3 clusters
  Score: Raw -866271.675582 + Penalty 2913.609144 = -863358.066438
  nChanged 17
		SP:Iteration 37Q (135938.390000 sec): 3 clusters
  Score: Raw -866274.262821 + Penalty 2913.609144 = -863360.653677
  nChanged 17
		SP:Iteration 38Q (135938.590000 sec): 3 clusters
  Score: Raw -866277.700315 + Penalty 2913.609144 = -863364.091171
  nChanged 19
		SP:Iteration 39Q (135938.800000 sec): 3 clusters
  Score: Raw -866280.915696 + Penalty 2913.609144 = -863367.306552
  nChanged 16
		SP:Iteration 40F (135938.980000 sec): 3 clusters
  Score: Raw -866283.684929 + Penalty 2913.609144 = -863370.075785
  nChanged 14
		SP:Iteration 41Q (135939.220000 sec): 3 clusters
  Score: Raw -866285.857529 + Penalty 2913.609144 = -863372.248386
  nChanged 10
		SP:Iteration 42Q (135939.430000 sec): 3 clusters
  Score: Raw -866287.390421 + Penalty 2913.609144 = -863373.781278
  nChanged 13
		SP:Iteration 43Q (135939.660000 sec): 3 clusters
  Score: Raw -866289.000345 + Penalty 2913.609144 = -863375.391201
  nChanged 12
		SP:Iteration 44Q (135939.840000 sec): 3 clusters
  Score: Raw -866290.546929 + Penalty 2913.609144 = -863376.937785
  nChanged 9
		SP:Iteration 45Q (135940.020000 sec): 3 clusters
  Score: Raw -866291.827794 + Penalty 2913.609144 = -863378.218650
  nChanged 12
		SP:Iteration 46Q (135940.270000 sec): 3 clusters
  Score: Raw -866293.932973 + Penalty 2913.609144 = -863380.323829
  nChanged 11
		SP:Iteration 47Q (135940.500000 sec): 3 clusters
  Score: Raw -866296.228768 + Penalty 2913.609144 = -863382.619624
  nChanged 12
		SP:Iteration 48Q (135940.690000 sec): 3 clusters
  Score: Raw -866298.192120 + Penalty 2913.609144 = -863384.582976
  nChanged 6
		SP:Iteration 49Q (135940.930000 sec): 3 clusters
  Score: Raw -866299.173423 + Penalty 2913.609144 = -863385.564279
  nChanged 5
		SP:Iteration 50Q (135941.140000 sec): 3 clusters
  Score: Raw -866299.770445 + Penalty 2913.609144 = -863386.161301
  nChanged 3
		SP:Iteration 51Q (135941.350000 sec): 3 clusters
  Score: Raw -866300.017387 + Penalty 2913.609144 = -863386.408244
  nChanged 3
		SP:Iteration 52Q (135941.510000 sec): 3 clusters
  Score: Raw -866300.490428 + Penalty 2913.609144 = -863386.881284
  nChanged 4
		SP:Iteration 53Q (135941.700000 sec): 3 clusters
  Score: Raw -866300.841336 + Penalty 2913.609144 = -863387.232193
  nChanged 3
		SP:Iteration 54Q (135941.900000 sec): 3 clusters
  Score: Raw -866301.418296 + Penalty 2913.609144 = -863387.809152
  nChanged 4
		SP:Iteration 55Q (135942.100000 sec): 3 clusters
  Score: Raw -866302.004092 + Penalty 2913.609144 = -863388.394948
  nChanged 3
		SP:Iteration 56Q (135942.310000 sec): 3 clusters
  Score: Raw -866302.380820 + Penalty 2913.609144 = -863388.771677
  nChanged 1
		SP:Iteration 57Q (135942.500000 sec): 3 clusters
  Score: Raw -866302.498961 + Penalty 2913.609144 = -863388.889817
  nChanged 2
		SP:Iteration 58Q (135942.680000 sec): 3 clusters
  Score: Raw -866302.735623 + Penalty 2913.609144 = -863389.126479
  nChanged 2
		SP:Iteration 59Q (135942.900000 sec): 3 clusters
  Score: Raw -866303.056775 + Penalty 2913.609144 = -863389.447631
  nChanged 2
		SP:Iteration 60F (135943.080000 sec): 3 clusters
  Score: Raw -866303.299273 + Penalty 2913.609144 = -863389.690130
  nChanged 3
		SP:Iteration 61Q (135943.270000 sec): 3 clusters
  Score: Raw -866303.470297 + Penalty 2913.609144 = -863389.861153
  nChanged 2
		SP:Iteration 62Q (135943.460000 sec): 3 clusters
  Score: Raw -866303.715531 + Penalty 2913.609144 = -863390.106387
  nChanged 3
		SP:Iteration 63Q (135943.670000 sec): 3 clusters
  Score: Raw -866304.211849 + Penalty 2913.609144 = -863390.602705
  nChanged 8
		SP:Iteration 64Q (135943.880000 sec): 3 clusters
  Score: Raw -866305.272289 + Penalty 2913.609144 = -863391.663146
  nChanged 4
		SP:Iteration 65Q (135944.050000 sec): 3 clusters
  Score: Raw -866305.638243 + Penalty 2913.609144 = -863392.029099
  nChanged 0
		SP:Iteration 66F (135944.230000 sec): 3 clusters
  Score: Raw -866305.638243 + Penalty 2913.609144 = -863392.029099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135944.350000 sec): 2 clusters
  Score: Raw -30687.769949 + Penalty 939.370821 = -29748.399127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135944.480000 sec): 3 clusters
  Score: Raw -30807.382139 + Penalty 1878.741643 = -28928.640496
  nChanged 74
		SP:Iteration 1F (135944.640000 sec): 3 clusters
  Score: Raw -30977.254079 + Penalty 1878.741643 = -29098.512436
  nChanged 14
		SP:Iteration 2Q (135944.820000 sec): 3 clusters
  Score: Raw -31020.933304 + Penalty 1878.741643 = -29142.191661
  nChanged 7
		SP:Iteration 3Q (135945.000000 sec): 3 clusters
  Score: Raw -31051.268678 + Penalty 1878.741643 = -29172.527035
  nChanged 6
		SP:Iteration 4Q (135945.140000 sec): 3 clusters
  Score: Raw -31077.866445 + Penalty 1878.741643 = -29199.124803
  nChanged 2
		SP:Iteration 5Q (135945.340000 sec): 3 clusters
  Score: Raw -31079.246014 + Penalty 1878.741643 = -29200.504371
  nChanged 0
		SP:Iteration 6F (135945.490000 sec): 3 clusters
  Score: Raw -31079.246014 + Penalty 1878.741643 = -29200.504371
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135945.600000 sec): 2 clusters
  Score: Raw -309462.025255 + Penalty 1291.037591 = -308170.987665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135945.760000 sec): 3 clusters
  Score: Raw -308169.849291 + Penalty 2582.075181 = -305587.774110
  nChanged 1053
		SP:Iteration 1F (135945.950000 sec): 3 clusters
  Score: Raw -308770.947407 + Penalty 2582.075181 = -306188.872226
  nChanged 221
		SP:Iteration 2F (135946.160000 sec): 3 clusters
  Score: Raw -308924.248093 + Penalty 2582.075181 = -306342.172912
  nChanged 148
		SP:Iteration 3F (135946.330000 sec): 3 clusters
  Score: Raw -309019.566952 + Penalty 2582.075181 = -306437.491771
  nChanged 110
		SP:Iteration 4Q (135946.550000 sec): 3 clusters
  Score: Raw -309087.612408 + Penalty 2582.075181 = -306505.537227
  nChanged 92
		SP:Iteration 5Q (135946.700000 sec): 3 clusters
  Score: Raw -309138.393502 + Penalty 2582.075181 = -306556.318321
  nChanged 75
		SP:Iteration 6Q (135946.920000 sec): 3 clusters
  Score: Raw -309179.400342 + Penalty 2582.075181 = -306597.325161
  nChanged 61
		SP:Iteration 7Q (135947.100000 sec): 3 clusters
  Score: Raw -309208.008423 + Penalty 2582.075181 = -306625.933242
  nChanged 63
		SP:Iteration 8Q (135947.250000 sec): 3 clusters
  Score: Raw -309238.855199 + Penalty 2582.075181 = -306656.780017
  nChanged 61
		SP:Iteration 9Q (135947.470000 sec): 3 clusters
  Score: Raw -309271.707483 + Penalty 2582.075181 = -306689.632302
  nChanged 52
		SP:Iteration 10Q (135947.620000 sec): 3 clusters
  Score: Raw -309300.257824 + Penalty 2582.075181 = -306718.182643
  nChanged 47
		SP:Iteration 11Q (135947.800000 sec): 3 clusters
  Score: Raw -309325.005892 + Penalty 2582.075181 = -306742.930711
  nChanged 51
		SP:Iteration 12Q (135948.030000 sec): 3 clusters
  Score: Raw -309359.520497 + Penalty 2582.075181 = -306777.445316
  nChanged 64
		SP:Iteration 13Q (135948.180000 sec): 3 clusters
  Score: Raw -309406.391134 + Penalty 2582.075181 = -306824.315953
  nChanged 71
		SP:Iteration 14Q (135948.340000 sec): 3 clusters
  Score: Raw -309459.823127 + Penalty 2582.075181 = -306877.747946
  nChanged 71
		SP:Iteration 15Q (135948.520000 sec): 3 clusters
  Score: Raw -309504.426526 + Penalty 2582.075181 = -306922.351345
  nChanged 57
		SP:Iteration 16Q (135948.710000 sec): 3 clusters
  Score: Raw -309543.972611 + Penalty 2582.075181 = -306961.897430
  nChanged 57
		SP:Iteration 17Q (135948.850000 sec): 3 clusters
  Score: Raw -309582.344010 + Penalty 2582.075181 = -307000.268829
  nChanged 41
		SP:Iteration 18Q (135949.050000 sec): 3 clusters
  Score: Raw -309606.605738 + Penalty 2582.075181 = -307024.530557
  nChanged 20
		SP:Iteration 19Q (135949.280000 sec): 3 clusters
  Score: Raw -309615.793399 + Penalty 2582.075181 = -307033.718218
  nChanged 12
		SP:Iteration 20F (135949.480000 sec): 3 clusters
  Score: Raw -309623.188168 + Penalty 2582.075181 = -307041.112987
  nChanged 8
		SP:Iteration 21Q (135949.610000 sec): 3 clusters
  Score: Raw -309626.279446 + Penalty 2582.075181 = -307044.204264
  nChanged 5
		SP:Iteration 22Q (135949.780000 sec): 3 clusters
  Score: Raw -309628.306029 + Penalty 2582.075181 = -307046.230848
  nChanged 7
		SP:Iteration 23Q (135949.960000 sec): 3 clusters
  Score: Raw -309630.589962 + Penalty 2582.075181 = -307048.514781
  nChanged 8
		SP:Iteration 24Q (135950.110000 sec): 3 clusters
  Score: Raw -309634.433981 + Penalty 2582.075181 = -307052.358800
  nChanged 11
		SP:Iteration 25Q (135950.270000 sec): 3 clusters
  Score: Raw -309639.067728 + Penalty 2582.075181 = -307056.992547
  nChanged 10
		SP:Iteration 26Q (135950.420000 sec): 3 clusters
  Score: Raw -309646.139972 + Penalty 2582.075181 = -307064.064791
  nChanged 14
		SP:Iteration 27Q (135950.590000 sec): 3 clusters
  Score: Raw -309654.652918 + Penalty 2582.075181 = -307072.577737
  nChanged 10
		SP:Iteration 28Q (135950.750000 sec): 3 clusters
  Score: Raw -309660.909196 + Penalty 2582.075181 = -307078.834015
  nChanged 6
		SP:Iteration 29Q (135950.930000 sec): 3 clusters
  Score: Raw -309663.082454 + Penalty 2582.075181 = -307081.007273
  nChanged 4
		SP:Iteration 30Q (135951.140000 sec): 3 clusters
  Score: Raw -309664.385300 + Penalty 2582.075181 = -307082.310118
  nChanged 4
		SP:Iteration 31Q (135951.290000 sec): 3 clusters
  Score: Raw -309666.332014 + Penalty 2582.075181 = -307084.256833
  nChanged 5
		SP:Iteration 32Q (135951.460000 sec): 3 clusters
  Score: Raw -309668.840650 + Penalty 2582.075181 = -307086.765469
  nChanged 6
		SP:Iteration 33Q (135951.650000 sec): 3 clusters
  Score: Raw -309672.518128 + Penalty 2582.075181 = -307090.442947
  nChanged 5
		SP:Iteration 34Q (135951.830000 sec): 3 clusters
  Score: Raw -309675.781256 + Penalty 2582.075181 = -307093.706075
  nChanged 4
		SP:Iteration 35Q (135952.000000 sec): 3 clusters
  Score: Raw -309677.766409 + Penalty 2582.075181 = -307095.691228
  nChanged 3
		SP:Iteration 36Q (135952.140000 sec): 3 clusters
  Score: Raw -309680.199657 + Penalty 2582.075181 = -307098.124476
  nChanged 3
		SP:Iteration 37Q (135952.290000 sec): 3 clusters
  Score: Raw -309681.589921 + Penalty 2582.075181 = -307099.514740
  nChanged 1
		SP:Iteration 38Q (135952.450000 sec): 3 clusters
  Score: Raw -309681.836287 + Penalty 2582.075181 = -307099.761106
  nChanged 1
		SP:Iteration 39Q (135952.630000 sec): 3 clusters
  Score: Raw -309682.705677 + Penalty 2582.075181 = -307100.630496
  nChanged 1
		SP:Iteration 40F (135952.790000 sec): 3 clusters
  Score: Raw -309683.120419 + Penalty 2582.075181 = -307101.045238
  nChanged 1
		SP:Iteration 41Q (135952.980000 sec): 3 clusters
  Score: Raw -309683.721132 + Penalty 2582.075181 = -307101.645951
  nChanged 0
		SP:Iteration 42F (135953.110000 sec): 3 clusters
  Score: Raw -309683.721132 + Penalty 2582.075181 = -307101.645951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135953.260000 sec): 2 clusters
  Score: Raw -229944.960440 + Penalty 1253.780049 = -228691.180390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135953.460000 sec): 3 clusters
  Score: Raw -228955.507029 + Penalty 2507.560099 = -226447.946930
  nChanged 803
		SP:Iteration 1F (135953.640000 sec): 3 clusters
  Score: Raw -229584.894702 + Penalty 2507.560099 = -227077.334603
  nChanged 226
		SP:Iteration 2F (135953.810000 sec): 3 clusters
  Score: Raw -229818.203452 + Penalty 2507.560099 = -227310.643353
  nChanged 160
		SP:Iteration 3F (135954.000000 sec): 3 clusters
  Score: Raw -229989.857673 + Penalty 2507.560099 = -227482.297574
  nChanged 133
		SP:Iteration 4F (135954.160000 sec): 3 clusters
  Score: Raw -230110.538852 + Penalty 2507.560099 = -227602.978753
  nChanged 90
		SP:Iteration 5Q (135954.370000 sec): 3 clusters
  Score: Raw -230185.107826 + Penalty 2507.560099 = -227677.547727
  nChanged 82
		SP:Iteration 6Q (135954.510000 sec): 3 clusters
  Score: Raw -230256.590912 + Penalty 2507.560099 = -227749.030813
  nChanged 68
		SP:Iteration 7Q (135954.690000 sec): 3 clusters
  Score: Raw -230313.912422 + Penalty 2507.560099 = -227806.352323
  nChanged 58
		SP:Iteration 8Q (135954.860000 sec): 3 clusters
  Score: Raw -230351.992736 + Penalty 2507.560099 = -227844.432637
  nChanged 38
		SP:Iteration 9Q (135955.030000 sec): 3 clusters
  Score: Raw -230375.276379 + Penalty 2507.560099 = -227867.716280
  nChanged 27
		SP:Iteration 10Q (135955.210000 sec): 3 clusters
  Score: Raw -230395.093148 + Penalty 2507.560099 = -227887.533049
  nChanged 26
		SP:Iteration 11Q (135955.430000 sec): 3 clusters
  Score: Raw -230422.410527 + Penalty 2507.560099 = -227914.850428
  nChanged 26
		SP:Iteration 12Q (135955.580000 sec): 3 clusters
  Score: Raw -230445.584133 + Penalty 2507.560099 = -227938.024034
  nChanged 26
		SP:Iteration 13Q (135955.740000 sec): 3 clusters
  Score: Raw -230467.746826 + Penalty 2507.560099 = -227960.186727
  nChanged 27
		SP:Iteration 14Q (135955.920000 sec): 3 clusters
  Score: Raw -230485.264069 + Penalty 2507.560099 = -227977.703970
  nChanged 19
		SP:Iteration 15Q (135956.110000 sec): 3 clusters
  Score: Raw -230498.728806 + Penalty 2507.560099 = -227991.168707
  nChanged 20
		SP:Iteration 16Q (135956.270000 sec): 3 clusters
  Score: Raw -230512.883057 + Penalty 2507.560099 = -228005.322958
  nChanged 19
		SP:Iteration 17Q (135956.440000 sec): 3 clusters
  Score: Raw -230523.679369 + Penalty 2507.560099 = -228016.119270
  nChanged 15
		SP:Iteration 18Q (135956.620000 sec): 3 clusters
  Score: Raw -230534.673563 + Penalty 2507.560099 = -228027.113464
  nChanged 13
		SP:Iteration 19Q (135956.790000 sec): 3 clusters
  Score: Raw -230542.764637 + Penalty 2507.560099 = -228035.204538
  nChanged 16
		SP:Iteration 20F (135956.980000 sec): 3 clusters
  Score: Raw -230553.350602 + Penalty 2507.560099 = -228045.790503
  nChanged 9
		SP:Iteration 21Q (135957.160000 sec): 3 clusters
  Score: Raw -230557.881644 + Penalty 2507.560099 = -228050.321546
  nChanged 12
		SP:Iteration 22Q (135957.340000 sec): 3 clusters
  Score: Raw -230566.605143 + Penalty 2507.560099 = -228059.045044
  nChanged 20
		SP:Iteration 23Q (135957.530000 sec): 3 clusters
  Score: Raw -230580.378177 + Penalty 2507.560099 = -228072.818079
  nChanged 18
		SP:Iteration 24Q (135957.700000 sec): 3 clusters
  Score: Raw -230590.781479 + Penalty 2507.560099 = -228083.221380
  nChanged 13
		SP:Iteration 25Q (135957.880000 sec): 3 clusters
  Score: Raw -230604.949012 + Penalty 2507.560099 = -228097.388913
  nChanged 17
		SP:Iteration 26Q (135958.050000 sec): 3 clusters
  Score: Raw -230616.559469 + Penalty 2507.560099 = -228108.999370
  nChanged 12
		SP:Iteration 27Q (135958.230000 sec): 3 clusters
  Score: Raw -230624.048531 + Penalty 2507.560099 = -228116.488432
  nChanged 16
		SP:Iteration 28Q (135958.440000 sec): 3 clusters
  Score: Raw -230631.694570 + Penalty 2507.560099 = -228124.134471
  nChanged 13
		SP:Iteration 29Q (135958.620000 sec): 3 clusters
  Score: Raw -230642.227672 + Penalty 2507.560099 = -228134.667573
  nChanged 19
		SP:Iteration 30Q (135958.800000 sec): 3 clusters
  Score: Raw -230656.299762 + Penalty 2507.560099 = -228148.739664
  nChanged 18
		SP:Iteration 31Q (135958.980000 sec): 3 clusters
  Score: Raw -230667.844466 + Penalty 2507.560099 = -228160.284368
  nChanged 12
		SP:Iteration 32Q (135959.150000 sec): 3 clusters
  Score: Raw -230673.646744 + Penalty 2507.560099 = -228166.086645
  nChanged 10
		SP:Iteration 33Q (135959.320000 sec): 3 clusters
  Score: Raw -230679.267280 + Penalty 2507.560099 = -228171.707181
  nChanged 7
		SP:Iteration 34Q (135959.520000 sec): 3 clusters
  Score: Raw -230685.588741 + Penalty 2507.560099 = -228178.028642
  nChanged 8
		SP:Iteration 35Q (135959.700000 sec): 3 clusters
  Score: Raw -230690.958297 + Penalty 2507.560099 = -228183.398198
  nChanged 6
		SP:Iteration 36Q (135959.870000 sec): 3 clusters
  Score: Raw -230696.281448 + Penalty 2507.560099 = -228188.721349
  nChanged 7
		SP:Iteration 37Q (135960.070000 sec): 3 clusters
  Score: Raw -230699.676028 + Penalty 2507.560099 = -228192.115929
  nChanged 8
		SP:Iteration 38Q (135960.270000 sec): 3 clusters
  Score: Raw -230705.030335 + Penalty 2507.560099 = -228197.470237
  nChanged 6
		SP:Iteration 39Q (135960.420000 sec): 3 clusters
  Score: Raw -230707.629119 + Penalty 2507.560099 = -228200.069020
  nChanged 3
		SP:Iteration 40F (135960.640000 sec): 3 clusters
  Score: Raw -230710.650437 + Penalty 2507.560099 = -228203.090339
  nChanged 1
		SP:Iteration 41Q (135960.810000 sec): 3 clusters
  Score: Raw -230711.776986 + Penalty 2507.560099 = -228204.216887
  nChanged 2
		SP:Iteration 42Q (135961.000000 sec): 3 clusters
  Score: Raw -230715.907690 + Penalty 2507.560099 = -228208.347591
  nChanged 6
		SP:Iteration 43Q (135961.130000 sec): 3 clusters
  Score: Raw -230721.213980 + Penalty 2507.560099 = -228213.653882
  nChanged 7
		SP:Iteration 44Q (135961.360000 sec): 3 clusters
  Score: Raw -230724.080793 + Penalty 2507.560099 = -228216.520694
  nChanged 6
		SP:Iteration 45Q (135961.520000 sec): 3 clusters
  Score: Raw -230727.076048 + Penalty 2507.560099 = -228219.515949
  nChanged 2
		SP:Iteration 46Q (135961.680000 sec): 3 clusters
  Score: Raw -230728.550289 + Penalty 2507.560099 = -228220.990190
  nChanged 2
		SP:Iteration 47Q (135961.860000 sec): 3 clusters
  Score: Raw -230729.252362 + Penalty 2507.560099 = -228221.692263
  nChanged 1
		SP:Iteration 48Q (135962.020000 sec): 3 clusters
  Score: Raw -230729.407051 + Penalty 2507.560099 = -228221.846952
  nChanged 0
		SP:Iteration 49F (135962.220000 sec): 3 clusters
  Score: Raw -230729.407051 + Penalty 2507.560099 = -228221.846952
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135962.330000 sec): 2 clusters
  Score: Raw -412425.601556 + Penalty 1345.739014 = -411079.862542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135962.530000 sec): 3 clusters
  Score: Raw -410444.028557 + Penalty 2691.478029 = -407752.550528
  nChanged 1598
		SP:Iteration 1F (135962.690000 sec): 3 clusters
  Score: Raw -411364.121278 + Penalty 2691.478029 = -408672.643249
  nChanged 322
		SP:Iteration 2F (135962.850000 sec): 3 clusters
  Score: Raw -411613.933245 + Penalty 2691.478029 = -408922.455216
  nChanged 290
		SP:Iteration 3F (135963.050000 sec): 3 clusters
  Score: Raw -411869.244068 + Penalty 2691.478029 = -409177.766039
  nChanged 257
		SP:Iteration 4F (135963.230000 sec): 3 clusters
  Score: Raw -412088.874517 + Penalty 2691.478029 = -409397.396488
  nChanged 208
		SP:Iteration 5F (135963.430000 sec): 3 clusters
  Score: Raw -412257.693870 + Penalty 2691.478029 = -409566.215842
  nChanged 181
		SP:Iteration 6Q (135963.650000 sec): 3 clusters
  Score: Raw -412388.012048 + Penalty 2691.478029 = -409696.534020
  nChanged 139
		SP:Iteration 7Q (135963.840000 sec): 3 clusters
  Score: Raw -412483.581317 + Penalty 2691.478029 = -409792.103289
  nChanged 120
		SP:Iteration 8Q (135964.000000 sec): 3 clusters
  Score: Raw -412581.616258 + Penalty 2691.478029 = -409890.138229
  nChanged 137
		SP:Iteration 9Q (135964.190000 sec): 3 clusters
  Score: Raw -412696.935469 + Penalty 2691.478029 = -410005.457440
  nChanged 142
		SP:Iteration 10Q (135964.390000 sec): 3 clusters
  Score: Raw -412791.857973 + Penalty 2691.478029 = -410100.379944
  nChanged 97
		SP:Iteration 11Q (135964.520000 sec): 3 clusters
  Score: Raw -412844.906121 + Penalty 2691.478029 = -410153.428092
  nChanged 72
		SP:Iteration 12Q (135964.700000 sec): 3 clusters
  Score: Raw -412882.500770 + Penalty 2691.478029 = -410191.022741
  nChanged 50
		SP:Iteration 13Q (135964.900000 sec): 3 clusters
  Score: Raw -412903.201950 + Penalty 2691.478029 = -410211.723921
  nChanged 37
		SP:Iteration 14Q (135965.050000 sec): 3 clusters
  Score: Raw -412915.504104 + Penalty 2691.478029 = -410224.026075
  nChanged 29
		SP:Iteration 15Q (135965.230000 sec): 3 clusters
  Score: Raw -412926.589086 + Penalty 2691.478029 = -410235.111057
  nChanged 30
		SP:Iteration 16Q (135965.400000 sec): 3 clusters
  Score: Raw -412936.645405 + Penalty 2691.478029 = -410245.167376
  nChanged 24
		SP:Iteration 17Q (135965.590000 sec): 3 clusters
  Score: Raw -412946.570611 + Penalty 2691.478029 = -410255.092583
  nChanged 20
		SP:Iteration 18Q (135965.790000 sec): 3 clusters
  Score: Raw -412952.830391 + Penalty 2691.478029 = -410261.352362
  nChanged 13
		SP:Iteration 19Q (135965.950000 sec): 3 clusters
  Score: Raw -412956.222244 + Penalty 2691.478029 = -410264.744215
  nChanged 12
		SP:Iteration 20F (135966.150000 sec): 3 clusters
  Score: Raw -412960.043142 + Penalty 2691.478029 = -410268.565114
  nChanged 12
		SP:Iteration 21Q (135966.270000 sec): 3 clusters
  Score: Raw -412963.717544 + Penalty 2691.478029 = -410272.239515
  nChanged 9
		SP:Iteration 22Q (135966.430000 sec): 3 clusters
  Score: Raw -412965.374095 + Penalty 2691.478029 = -410273.896066
  nChanged 5
		SP:Iteration 23Q (135966.630000 sec): 3 clusters
  Score: Raw -412966.766706 + Penalty 2691.478029 = -410275.288677
  nChanged 2
		SP:Iteration 24Q (135966.810000 sec): 3 clusters
  Score: Raw -412967.400655 + Penalty 2691.478029 = -410275.922626
  nChanged 4
		SP:Iteration 25Q (135967.020000 sec): 3 clusters
  Score: Raw -412968.439949 + Penalty 2691.478029 = -410276.961921
  nChanged 4
		SP:Iteration 26Q (135967.210000 sec): 3 clusters
  Score: Raw -412969.871284 + Penalty 2691.478029 = -410278.393256
  nChanged 3
		SP:Iteration 27Q (135967.360000 sec): 3 clusters
  Score: Raw -412970.475133 + Penalty 2691.478029 = -410278.997104
  nChanged 2
		SP:Iteration 28Q (135967.540000 sec): 3 clusters
  Score: Raw -412970.772574 + Penalty 2691.478029 = -410279.294545
  nChanged 0
		SP:Iteration 29F (135967.700000 sec): 3 clusters
  Score: Raw -412970.772574 + Penalty 2691.478029 = -410279.294545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135967.800000 sec): 2 clusters
  Score: Raw -64226.341541 + Penalty 1035.941533 = -63190.400008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135967.970000 sec): 3 clusters
  Score: Raw -64131.572410 + Penalty 2071.883066 = -62059.689344
  nChanged 153
		SP:Iteration 1F (135968.150000 sec): 3 clusters
  Score: Raw -64361.665494 + Penalty 2071.883066 = -62289.782427
  nChanged 50
		SP:Iteration 2F (135968.300000 sec): 3 clusters
  Score: Raw -64476.232139 + Penalty 2071.883066 = -62404.349073
  nChanged 16
		SP:Iteration 3Q (135968.500000 sec): 3 clusters
  Score: Raw -64498.645211 + Penalty 2071.883066 = -62426.762145
  nChanged 18
		SP:Iteration 4Q (135968.680000 sec): 3 clusters
  Score: Raw -64519.249252 + Penalty 2071.883066 = -62447.366186
  nChanged 7
		SP:Iteration 5Q (135968.890000 sec): 3 clusters
  Score: Raw -64526.047215 + Penalty 2071.883066 = -62454.164149
  nChanged 6
		SP:Iteration 6Q (135969.060000 sec): 3 clusters
  Score: Raw -64533.982499 + Penalty 2071.883066 = -62462.099432
  nChanged 5
		SP:Iteration 7Q (135969.240000 sec): 3 clusters
  Score: Raw -64552.007902 + Penalty 2071.883066 = -62480.124835
  nChanged 5
		SP:Iteration 8Q (135969.440000 sec): 3 clusters
  Score: Raw -64556.353820 + Penalty 2071.883066 = -62484.470754
  nChanged 1
		SP:Iteration 9Q (135969.580000 sec): 3 clusters
  Score: Raw -64557.243021 + Penalty 2071.883066 = -62485.359954
  nChanged 2
		SP:Iteration 10Q (135969.760000 sec): 3 clusters
  Score: Raw -64560.832427 + Penalty 2071.883066 = -62488.949360
  nChanged 1
		SP:Iteration 11Q (135969.920000 sec): 3 clusters
  Score: Raw -64561.798716 + Penalty 2071.883066 = -62489.915650
  nChanged 0
		SP:Iteration 12F (135970.120000 sec): 3 clusters
  Score: Raw -64561.798716 + Penalty 2071.883066 = -62489.915650
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135970.200000 sec): 2 clusters
  Score: Raw -289138.301091 + Penalty 1283.371074 = -287854.930016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135970.350000 sec): 3 clusters
  Score: Raw -287887.086643 + Penalty 2566.742149 = -285320.344494
  nChanged 1003
		SP:Iteration 1F (135970.580000 sec): 3 clusters
  Score: Raw -288488.159748 + Penalty 2566.742149 = -285921.417599
  nChanged 225
		SP:Iteration 2F (135970.750000 sec): 3 clusters
  Score: Raw -288653.464734 + Penalty 2566.742149 = -286086.722585
  nChanged 159
		SP:Iteration 3F (135970.900000 sec): 3 clusters
  Score: Raw -288755.764254 + Penalty 2566.742149 = -286189.022105
  nChanged 108
		SP:Iteration 4Q (135971.080000 sec): 3 clusters
  Score: Raw -288824.445546 + Penalty 2566.742149 = -286257.703397
  nChanged 96
		SP:Iteration 5Q (135971.270000 sec): 3 clusters
  Score: Raw -288889.373757 + Penalty 2566.742149 = -286322.631608
  nChanged 76
		SP:Iteration 6Q (135971.410000 sec): 3 clusters
  Score: Raw -288938.728245 + Penalty 2566.742149 = -286371.986096
  nChanged 66
		SP:Iteration 7Q (135971.600000 sec): 3 clusters
  Score: Raw -288978.520246 + Penalty 2566.742149 = -286411.778097
  nChanged 67
		SP:Iteration 8Q (135971.820000 sec): 3 clusters
  Score: Raw -289019.050494 + Penalty 2566.742149 = -286452.308345
  nChanged 64
		SP:Iteration 9Q (135971.970000 sec): 3 clusters
  Score: Raw -289059.248057 + Penalty 2566.742149 = -286492.505908
  nChanged 53
		SP:Iteration 10Q (135972.180000 sec): 3 clusters
  Score: Raw -289087.932817 + Penalty 2566.742149 = -286521.190668
  nChanged 40
		SP:Iteration 11Q (135972.320000 sec): 3 clusters
  Score: Raw -289114.383263 + Penalty 2566.742149 = -286547.641114
  nChanged 46
		SP:Iteration 12Q (135972.510000 sec): 3 clusters
  Score: Raw -289144.630439 + Penalty 2566.742149 = -286577.888290
  nChanged 52
		SP:Iteration 13Q (135972.680000 sec): 3 clusters
  Score: Raw -289180.047128 + Penalty 2566.742149 = -286613.304979
  nChanged 53
		SP:Iteration 14Q (135972.870000 sec): 3 clusters
  Score: Raw -289214.525273 + Penalty 2566.742149 = -286647.783124
  nChanged 49
		SP:Iteration 15Q (135973.050000 sec): 3 clusters
  Score: Raw -289243.380036 + Penalty 2566.742149 = -286676.637887
  nChanged 41
		SP:Iteration 16Q (135973.240000 sec): 3 clusters
  Score: Raw -289269.878942 + Penalty 2566.742149 = -286703.136793
  nChanged 40
		SP:Iteration 17Q (135973.410000 sec): 3 clusters
  Score: Raw -289290.961679 + Penalty 2566.742149 = -286724.219530
  nChanged 31
		SP:Iteration 18Q (135973.590000 sec): 3 clusters
  Score: Raw -289306.511161 + Penalty 2566.742149 = -286739.769012
  nChanged 28
		SP:Iteration 19Q (135973.760000 sec): 3 clusters
  Score: Raw -289321.393291 + Penalty 2566.742149 = -286754.651142
  nChanged 32
		SP:Iteration 20F (135973.950000 sec): 3 clusters
  Score: Raw -289341.792508 + Penalty 2566.742149 = -286775.050359
  nChanged 28
		SP:Iteration 21Q (135974.150000 sec): 3 clusters
  Score: Raw -289355.697992 + Penalty 2566.742149 = -286788.955843
  nChanged 23
		SP:Iteration 22Q (135974.320000 sec): 3 clusters
  Score: Raw -289369.293337 + Penalty 2566.742149 = -286802.551188
  nChanged 16
		SP:Iteration 23Q (135974.510000 sec): 3 clusters
  Score: Raw -289377.300263 + Penalty 2566.742149 = -286810.558114
  nChanged 15
		SP:Iteration 24Q (135974.700000 sec): 3 clusters
  Score: Raw -289384.675218 + Penalty 2566.742149 = -286817.933069
  nChanged 14
		SP:Iteration 25Q (135974.870000 sec): 3 clusters
  Score: Raw -289391.764137 + Penalty 2566.742149 = -286825.021988
  nChanged 13
		SP:Iteration 26Q (135975.060000 sec): 3 clusters
  Score: Raw -289398.092083 + Penalty 2566.742149 = -286831.349934
  nChanged 12
		SP:Iteration 27Q (135975.230000 sec): 3 clusters
  Score: Raw -289405.810819 + Penalty 2566.742149 = -286839.068670
  nChanged 16
		SP:Iteration 28Q (135975.390000 sec): 3 clusters
  Score: Raw -289414.125772 + Penalty 2566.742149 = -286847.383623
  nChanged 15
		SP:Iteration 29Q (135975.570000 sec): 3 clusters
  Score: Raw -289421.452762 + Penalty 2566.742149 = -286854.710613
  nChanged 20
		SP:Iteration 30Q (135975.780000 sec): 3 clusters
  Score: Raw -289433.568010 + Penalty 2566.742149 = -286866.825861
  nChanged 23
		SP:Iteration 31Q (135975.940000 sec): 3 clusters
  Score: Raw -289448.139045 + Penalty 2566.742149 = -286881.396896
  nChanged 28
		SP:Iteration 32Q (135976.080000 sec): 3 clusters
  Score: Raw -289467.962715 + Penalty 2566.742149 = -286901.220566
  nChanged 32
		SP:Iteration 33Q (135976.240000 sec): 3 clusters
  Score: Raw -289493.197016 + Penalty 2566.742149 = -286926.454867
  nChanged 44
		SP:Iteration 34Q (135976.430000 sec): 3 clusters
  Score: Raw -289547.389133 + Penalty 2566.742149 = -286980.646984
  nChanged 61
		SP:Iteration 35Q (135976.670000 sec): 3 clusters
  Score: Raw -289620.808772 + Penalty 2566.742149 = -287054.066623
  nChanged 62
		SP:Iteration 36Q (135976.810000 sec): 3 clusters
  Score: Raw -289699.914465 + Penalty 2566.742149 = -287133.172316
  nChanged 60
		SP:Iteration 37Q (135977.030000 sec): 3 clusters
  Score: Raw -289776.759461 + Penalty 2566.742149 = -287210.017312
  nChanged 43
		SP:Iteration 38Q (135977.210000 sec): 3 clusters
  Score: Raw -289812.971700 + Penalty 2566.742149 = -287246.229551
  nChanged 34
		SP:Iteration 39Q (135977.410000 sec): 3 clusters
  Score: Raw -289836.217698 + Penalty 2566.742149 = -287269.475549
  nChanged 27
		SP:Iteration 40F (135977.570000 sec): 3 clusters
  Score: Raw -289849.154051 + Penalty 2566.742149 = -287282.411902
  nChanged 13
		SP:Iteration 41Q (135977.760000 sec): 3 clusters
  Score: Raw -289856.968072 + Penalty 2566.742149 = -287290.225923
  nChanged 9
		SP:Iteration 42Q (135977.930000 sec): 3 clusters
  Score: Raw -289862.209753 + Penalty 2566.742149 = -287295.467604
  nChanged 7
		SP:Iteration 43Q (135978.110000 sec): 3 clusters
  Score: Raw -289864.843284 + Penalty 2566.742149 = -287298.101135
  nChanged 3
		SP:Iteration 44Q (135978.350000 sec): 3 clusters
  Score: Raw -289865.677262 + Penalty 2566.742149 = -287298.935113
  nChanged 0
		SP:Iteration 45F (135978.510000 sec): 3 clusters
  Score: Raw -289865.677262 + Penalty 2566.742149 = -287298.935113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135978.630000 sec): 2 clusters
  Score: Raw -954834.124285 + Penalty 1473.975495 = -953360.148791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135978.900000 sec): 3 clusters
  Score: Raw -950010.821869 + Penalty 2947.950989 = -947062.870880
  nChanged 3651
		SP:Iteration 1F (135979.070000 sec): 3 clusters
  Score: Raw -952026.004298 + Penalty 2947.950989 = -949078.053309
  nChanged 538
		SP:Iteration 2F (135979.290000 sec): 3 clusters
  Score: Raw -952283.800092 + Penalty 2947.950989 = -949335.849103
  nChanged 442
		SP:Iteration 3F (135979.490000 sec): 3 clusters
  Score: Raw -952477.807146 + Penalty 2947.950989 = -949529.856157
  nChanged 383
		SP:Iteration 4Q (135979.730000 sec): 3 clusters
  Score: Raw -952645.340022 + Penalty 2947.950989 = -949697.389033
  nChanged 351
		SP:Iteration 5Q (135979.920000 sec): 3 clusters
  Score: Raw -952803.425525 + Penalty 2947.950989 = -949855.474535
  nChanged 354
		SP:Iteration 6Q (135980.080000 sec): 3 clusters
  Score: Raw -952982.865847 + Penalty 2947.950989 = -950034.914857
  nChanged 343
		SP:Iteration 7Q (135980.250000 sec): 3 clusters
  Score: Raw -953168.527489 + Penalty 2947.950989 = -950220.576499
  nChanged 378
		SP:Iteration 8Q (135980.470000 sec): 3 clusters
  Score: Raw -953394.597001 + Penalty 2947.950989 = -950446.646011
  nChanged 363
		SP:Iteration 9Q (135980.660000 sec): 3 clusters
  Score: Raw -953636.908284 + Penalty 2947.950989 = -950688.957295
  nChanged 375
		SP:Iteration 10Q (135980.880000 sec): 3 clusters
  Score: Raw -953917.064344 + Penalty 2947.950989 = -950969.113355
  nChanged 340
		SP:Iteration 11Q (135981.120000 sec): 3 clusters
  Score: Raw -954177.850949 + Penalty 2947.950989 = -951229.899959
  nChanged 274
		SP:Iteration 12Q (135981.310000 sec): 3 clusters
  Score: Raw -954374.814551 + Penalty 2947.950989 = -951426.863561
  nChanged 203
		SP:Iteration 13Q (135981.460000 sec): 3 clusters
  Score: Raw -954504.538834 + Penalty 2947.950989 = -951556.587845
  nChanged 159
		SP:Iteration 14Q (135981.650000 sec): 3 clusters
  Score: Raw -954608.756987 + Penalty 2947.950989 = -951660.805998
  nChanged 111
		SP:Iteration 15Q (135981.830000 sec): 3 clusters
  Score: Raw -954680.821049 + Penalty 2947.950989 = -951732.870060
  nChanged 97
		SP:Iteration 16Q (135982.060000 sec): 3 clusters
  Score: Raw -954741.307753 + Penalty 2947.950989 = -951793.356764
  nChanged 71
		SP:Iteration 17Q (135982.310000 sec): 3 clusters
  Score: Raw -954783.260133 + Penalty 2947.950989 = -951835.309144
  nChanged 59
		SP:Iteration 18Q (135982.520000 sec): 3 clusters
  Score: Raw -954822.254534 + Penalty 2947.950989 = -951874.303545
  nChanged 64
		SP:Iteration 19Q (135982.740000 sec): 3 clusters
  Score: Raw -954869.458218 + Penalty 2947.950989 = -951921.507229
  nChanged 47
		SP:Iteration 20F (135982.940000 sec): 3 clusters
  Score: Raw -954904.310945 + Penalty 2947.950989 = -951956.359955
  nChanged 32
		SP:Iteration 21Q (135983.180000 sec): 3 clusters
  Score: Raw -954923.511541 + Penalty 2947.950989 = -951975.560552
  nChanged 24
		SP:Iteration 22Q (135983.400000 sec): 3 clusters
  Score: Raw -954941.944783 + Penalty 2947.950989 = -951993.993793
  nChanged 22
		SP:Iteration 23Q (135983.570000 sec): 3 clusters
  Score: Raw -954961.425775 + Penalty 2947.950989 = -952013.474785
  nChanged 26
		SP:Iteration 24Q (135983.830000 sec): 3 clusters
  Score: Raw -954981.419621 + Penalty 2947.950989 = -952033.468632
  nChanged 19
		SP:Iteration 25Q (135984.000000 sec): 3 clusters
  Score: Raw -955002.474317 + Penalty 2947.950989 = -952054.523327
  nChanged 23
		SP:Iteration 26Q (135984.240000 sec): 3 clusters
  Score: Raw -955019.793804 + Penalty 2947.950989 = -952071.842815
  nChanged 10
		SP:Iteration 27Q (135984.400000 sec): 3 clusters
  Score: Raw -955027.913533 + Penalty 2947.950989 = -952079.962543
  nChanged 11
		SP:Iteration 28Q (135984.600000 sec): 3 clusters
  Score: Raw -955035.558345 + Penalty 2947.950989 = -952087.607356
  nChanged 13
		SP:Iteration 29Q (135984.760000 sec): 3 clusters
  Score: Raw -955045.099120 + Penalty 2947.950989 = -952097.148130
  nChanged 8
		SP:Iteration 30Q (135984.930000 sec): 3 clusters
  Score: Raw -955051.293198 + Penalty 2947.950989 = -952103.342209
  nChanged 8
		SP:Iteration 31Q (135985.100000 sec): 3 clusters
  Score: Raw -955056.832721 + Penalty 2947.950989 = -952108.881732
  nChanged 8
		SP:Iteration 32Q (135985.310000 sec): 3 clusters
  Score: Raw -955061.190815 + Penalty 2947.950989 = -952113.239825
  nChanged 7
		SP:Iteration 33Q (135985.500000 sec): 3 clusters
  Score: Raw -955064.150574 + Penalty 2947.950989 = -952116.199584
  nChanged 4
		SP:Iteration 34Q (135985.700000 sec): 3 clusters
  Score: Raw -955066.898069 + Penalty 2947.950989 = -952118.947080
  nChanged 3
		SP:Iteration 35Q (135985.860000 sec): 3 clusters
  Score: Raw -955068.698448 + Penalty 2947.950989 = -952120.747459
  nChanged 2
		SP:Iteration 36Q (135986.060000 sec): 3 clusters
  Score: Raw -955070.040724 + Penalty 2947.950989 = -952122.089735
  nChanged 3
		SP:Iteration 37Q (135986.220000 sec): 3 clusters
  Score: Raw -955074.438329 + Penalty 2947.950989 = -952126.487340
  nChanged 4
		SP:Iteration 38Q (135986.410000 sec): 3 clusters
  Score: Raw -955076.805739 + Penalty 2947.950989 = -952128.854750
  nChanged 4
		SP:Iteration 39Q (135986.600000 sec): 3 clusters
  Score: Raw -955079.960714 + Penalty 2947.950989 = -952132.009724
  nChanged 0
		SP:Iteration 40F (135986.820000 sec): 3 clusters
  Score: Raw -955079.960714 + Penalty 2947.950989 = -952132.009724
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135986.930000 sec): 2 clusters
  Score: Raw -220051.045095 + Penalty 1263.003881 = -218788.041214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135987.110000 sec): 3 clusters
  Score: Raw -219059.376433 + Penalty 2526.007762 = -216533.368671
  nChanged 909
		SP:Iteration 1F (135987.260000 sec): 3 clusters
  Score: Raw -220097.615779 + Penalty 2526.007762 = -217571.608017
  nChanged 301
		SP:Iteration 2F (135987.460000 sec): 3 clusters
  Score: Raw -220491.091227 + Penalty 2526.007762 = -217965.083465
  nChanged 174
		SP:Iteration 3F (135987.630000 sec): 3 clusters
  Score: Raw -220685.654611 + Penalty 2526.007762 = -218159.646849
  nChanged 97
		SP:Iteration 4Q (135987.780000 sec): 3 clusters
  Score: Raw -220786.000151 + Penalty 2526.007762 = -218259.992389
  nChanged 58
		SP:Iteration 5Q (135987.980000 sec): 3 clusters
  Score: Raw -220846.148966 + Penalty 2526.007762 = -218320.141205
  nChanged 44
		SP:Iteration 6Q (135988.150000 sec): 3 clusters
  Score: Raw -220876.308054 + Penalty 2526.007762 = -218350.300292
  nChanged 15
		SP:Iteration 7Q (135988.320000 sec): 3 clusters
  Score: Raw -220889.124303 + Penalty 2526.007762 = -218363.116542
  nChanged 19
		SP:Iteration 8Q (135988.540000 sec): 3 clusters
  Score: Raw -220901.312544 + Penalty 2526.007762 = -218375.304782
  nChanged 20
		SP:Iteration 9Q (135988.700000 sec): 3 clusters
  Score: Raw -220917.718137 + Penalty 2526.007762 = -218391.710375
  nChanged 18
		SP:Iteration 10Q (135988.860000 sec): 3 clusters
  Score: Raw -220935.205102 + Penalty 2526.007762 = -218409.197340
  nChanged 17
		SP:Iteration 11Q (135988.960000 sec): 3 clusters
  Score: Raw -220951.277560 + Penalty 2526.007762 = -218425.269799
  nChanged 12
		SP:Iteration 12Q (135989.160000 sec): 3 clusters
  Score: Raw -220963.448038 + Penalty 2526.007762 = -218437.440276
  nChanged 14
		SP:Iteration 13Q (135989.330000 sec): 3 clusters
  Score: Raw -220978.390404 + Penalty 2526.007762 = -218452.382642
  nChanged 14
		SP:Iteration 14Q (135989.540000 sec): 3 clusters
  Score: Raw -220986.532012 + Penalty 2526.007762 = -218460.524250
  nChanged 8
		SP:Iteration 15Q (135989.710000 sec): 3 clusters
  Score: Raw -220990.829024 + Penalty 2526.007762 = -218464.821262
  nChanged 5
		SP:Iteration 16Q (135989.890000 sec): 3 clusters
  Score: Raw -220994.528145 + Penalty 2526.007762 = -218468.520384
  nChanged 2
		SP:Iteration 17Q (135990.080000 sec): 3 clusters
  Score: Raw -220996.331782 + Penalty 2526.007762 = -218470.324020
  nChanged 3
		SP:Iteration 18Q (135990.210000 sec): 3 clusters
  Score: Raw -220997.117929 + Penalty 2526.007762 = -218471.110167
  nChanged 0
		SP:Iteration 19F (135990.400000 sec): 3 clusters
  Score: Raw -220997.117929 + Penalty 2526.007762 = -218471.110167
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135990.480000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135990.650000 sec): 3 clusters
  Score: Raw -36122.320886 + Penalty 1900.092602 = -34222.228284
  nChanged 66
		SP:Iteration 1F (135990.840000 sec): 3 clusters
  Score: Raw -36276.893848 + Penalty 1900.092602 = -34376.801246
  nChanged 14
		SP:Iteration 2Q (135991.030000 sec): 3 clusters
  Score: Raw -36321.147639 + Penalty 1900.092602 = -34421.055037
  nChanged 9
		SP:Iteration 3Q (135991.170000 sec): 3 clusters
  Score: Raw -36357.591436 + Penalty 1900.092602 = -34457.498834
  nChanged 2
		SP:Iteration 4Q (135991.330000 sec): 3 clusters
  Score: Raw -36366.839359 + Penalty 1900.092602 = -34466.746757
  nChanged 2
		SP:Iteration 5Q (135991.500000 sec): 3 clusters
  Score: Raw -36372.417831 + Penalty 1900.092602 = -34472.325230
  nChanged 1
		SP:Iteration 6Q (135991.660000 sec): 3 clusters
  Score: Raw -36373.314352 + Penalty 1900.092602 = -34473.221751
  nChanged 0
		SP:Iteration 7F (135991.820000 sec): 3 clusters
  Score: Raw -36373.314352 + Penalty 1900.092602 = -34473.221751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (7039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135991.950000 sec): 2 clusters
  Score: Raw -766765.568320 + Penalty 1439.623476 = -765325.944844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135992.170000 sec): 3 clusters
  Score: Raw -762965.397750 + Penalty 2879.246953 = -760086.150797
  nChanged 2937
		SP:Iteration 1F (135992.360000 sec): 3 clusters
  Score: Raw -764515.800466 + Penalty 2879.246953 = -761636.553513
  nChanged 486
		SP:Iteration 2F (135992.560000 sec): 3 clusters
  Score: Raw -764785.495578 + Penalty 2879.246953 = -761906.248626
  nChanged 431
		SP:Iteration 3F (135992.750000 sec): 3 clusters
  Score: Raw -765026.094492 + Penalty 2879.246953 = -762146.847539
  nChanged 369
		SP:Iteration 4F (135992.960000 sec): 3 clusters
  Score: Raw -765208.819830 + Penalty 2879.246953 = -762329.572878
  nChanged 332
		SP:Iteration 5Q (135993.190000 sec): 3 clusters
  Score: Raw -765385.062149 + Penalty 2879.246953 = -762505.815197
  nChanged 328
		SP:Iteration 6Q (135993.360000 sec): 3 clusters
  Score: Raw -765577.164267 + Penalty 2879.246953 = -762697.917314
  nChanged 320
		SP:Iteration 7Q (135993.590000 sec): 3 clusters
  Score: Raw -765778.978180 + Penalty 2879.246953 = -762899.731227
  nChanged 295
		SP:Iteration 8Q (135993.790000 sec): 3 clusters
  Score: Raw -766000.376520 + Penalty 2879.246953 = -763121.129567
  nChanged 263
		SP:Iteration 9Q (135993.980000 sec): 3 clusters
  Score: Raw -766207.824592 + Penalty 2879.246953 = -763328.577639
  nChanged 234
		SP:Iteration 10Q (135994.210000 sec): 3 clusters
  Score: Raw -766414.394445 + Penalty 2879.246953 = -763535.147492
  nChanged 184
		SP:Iteration 11Q (135994.360000 sec): 3 clusters
  Score: Raw -766592.432391 + Penalty 2879.246953 = -763713.185438
  nChanged 147
		SP:Iteration 12Q (135994.580000 sec): 3 clusters
  Score: Raw -766736.199312 + Penalty 2879.246953 = -763856.952359
  nChanged 124
		SP:Iteration 13Q (135994.740000 sec): 3 clusters
  Score: Raw -766868.051787 + Penalty 2879.246953 = -763988.804834
  nChanged 88
		SP:Iteration 14Q (135994.950000 sec): 3 clusters
  Score: Raw -766934.371122 + Penalty 2879.246953 = -764055.124169
  nChanged 68
		SP:Iteration 15Q (135995.130000 sec): 3 clusters
  Score: Raw -766981.402310 + Penalty 2879.246953 = -764102.155357
  nChanged 62
		SP:Iteration 16Q (135995.340000 sec): 3 clusters
  Score: Raw -767029.261854 + Penalty 2879.246953 = -764150.014901
  nChanged 51
		SP:Iteration 17Q (135995.520000 sec): 3 clusters
  Score: Raw -767063.750055 + Penalty 2879.246953 = -764184.503102
  nChanged 44
		SP:Iteration 18Q (135995.750000 sec): 3 clusters
  Score: Raw -767095.503543 + Penalty 2879.246953 = -764216.256590
  nChanged 35
		SP:Iteration 19Q (135995.980000 sec): 3 clusters
  Score: Raw -767116.218134 + Penalty 2879.246953 = -764236.971181
  nChanged 26
		SP:Iteration 20F (135996.120000 sec): 3 clusters
  Score: Raw -767130.892415 + Penalty 2879.246953 = -764251.645462
  nChanged 16
		SP:Iteration 21Q (135996.330000 sec): 3 clusters
  Score: Raw -767141.542132 + Penalty 2879.246953 = -764262.295179
  nChanged 14
		SP:Iteration 22Q (135996.530000 sec): 3 clusters
  Score: Raw -767148.890721 + Penalty 2879.246953 = -764269.643769
  nChanged 13
		SP:Iteration 23Q (135996.700000 sec): 3 clusters
  Score: Raw -767155.916879 + Penalty 2879.246953 = -764276.669927
  nChanged 10
		SP:Iteration 24Q (135996.900000 sec): 3 clusters
  Score: Raw -767159.731141 + Penalty 2879.246953 = -764280.484188
  nChanged 6
		SP:Iteration 25Q (135997.110000 sec): 3 clusters
  Score: Raw -767163.303951 + Penalty 2879.246953 = -764284.056998
  nChanged 6
		SP:Iteration 26Q (135997.330000 sec): 3 clusters
  Score: Raw -767166.664519 + Penalty 2879.246953 = -764287.417566
  nChanged 2
		SP:Iteration 27Q (135997.560000 sec): 3 clusters
  Score: Raw -767167.694050 + Penalty 2879.246953 = -764288.447097
  nChanged 2
		SP:Iteration 28Q (135997.710000 sec): 3 clusters
  Score: Raw -767168.783213 + Penalty 2879.246953 = -764289.536260
  nChanged 1
		SP:Iteration 29Q (135997.930000 sec): 3 clusters
  Score: Raw -767169.069058 + Penalty 2879.246953 = -764289.822106
  nChanged 2
		SP:Iteration 30Q (135998.050000 sec): 3 clusters
  Score: Raw -767170.158204 + Penalty 2879.246953 = -764290.911251
  nChanged 2
		SP:Iteration 31Q (135998.240000 sec): 3 clusters
  Score: Raw -767170.705022 + Penalty 2879.246953 = -764291.458069
  nChanged 3
		SP:Iteration 32Q (135998.430000 sec): 3 clusters
  Score: Raw -767171.698722 + Penalty 2879.246953 = -764292.451769
  nChanged 2
		SP:Iteration 33Q (135998.610000 sec): 3 clusters
  Score: Raw -767172.225013 + Penalty 2879.246953 = -764292.978060
  nChanged 2
		SP:Iteration 34Q (135998.800000 sec): 3 clusters
  Score: Raw -767173.004268 + Penalty 2879.246953 = -764293.757315
  nChanged 2
		SP:Iteration 35Q (135998.990000 sec): 3 clusters
  Score: Raw -767173.757079 + Penalty 2879.246953 = -764294.510126
  nChanged 2
		SP:Iteration 36Q (135999.140000 sec): 3 clusters
  Score: Raw -767174.278571 + Penalty 2879.246953 = -764295.031618
  nChanged 0
		SP:Iteration 37F (135999.330000 sec): 3 clusters
  Score: Raw -767174.278571 + Penalty 2879.246953 = -764295.031618
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (6945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135999.470000 sec): 2 clusters
  Score: Raw -695066.071074 + Penalty 1437.438804 = -693628.632270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135999.660000 sec): 3 clusters
  Score: Raw -691245.286518 + Penalty 2874.877608 = -688370.408910
  nChanged 2963
		SP:Iteration 1F (135999.860000 sec): 3 clusters
  Score: Raw -693107.528761 + Penalty 2874.877608 = -690232.651153
  nChanged 591
		SP:Iteration 2F (136000.080000 sec): 3 clusters
  Score: Raw -693522.105553 + Penalty 2874.877608 = -690647.227945
  nChanged 501
		SP:Iteration 3F (136000.290000 sec): 3 clusters
  Score: Raw -693838.992516 + Penalty 2874.877608 = -690964.114908
  nChanged 397
		SP:Iteration 4F (136000.440000 sec): 3 clusters
  Score: Raw -694069.913930 + Penalty 2874.877608 = -691195.036322
  nChanged 319
		SP:Iteration 5Q (136000.610000 sec): 3 clusters
  Score: Raw -694267.274574 + Penalty 2874.877608 = -691392.396966
  nChanged 310
		SP:Iteration 6Q (136000.790000 sec): 3 clusters
  Score: Raw -694468.132313 + Penalty 2874.877608 = -691593.254705
  nChanged 298
		SP:Iteration 7Q (136001.030000 sec): 3 clusters
  Score: Raw -694642.170234 + Penalty 2874.877608 = -691767.292626
  nChanged 262
		SP:Iteration 8Q (136001.190000 sec): 3 clusters
  Score: Raw -694782.200866 + Penalty 2874.877608 = -691907.323258
  nChanged 226
		SP:Iteration 9Q (136001.420000 sec): 3 clusters
  Score: Raw -694909.690083 + Penalty 2874.877608 = -692034.812475
  nChanged 204
		SP:Iteration 10Q (136001.630000 sec): 3 clusters
  Score: Raw -695021.692143 + Penalty 2874.877608 = -692146.814535
  nChanged 164
		SP:Iteration 11Q (136001.800000 sec): 3 clusters
  Score: Raw -695111.288416 + Penalty 2874.877608 = -692236.410808
  nChanged 166
		SP:Iteration 12Q (136001.980000 sec): 3 clusters
  Score: Raw -695201.009014 + Penalty 2874.877608 = -692326.131406
  nChanged 148
		SP:Iteration 13Q (136002.130000 sec): 3 clusters
  Score: Raw -695276.656030 + Penalty 2874.877608 = -692401.778423
  nChanged 130
		SP:Iteration 14Q (136002.330000 sec): 3 clusters
  Score: Raw -695337.996619 + Penalty 2874.877608 = -692463.119011
  nChanged 106
		SP:Iteration 15Q (136002.550000 sec): 3 clusters
  Score: Raw -695384.265554 + Penalty 2874.877608 = -692509.387946
  nChanged 77
		SP:Iteration 16Q (136002.730000 sec): 3 clusters
  Score: Raw -695407.546469 + Penalty 2874.877608 = -692532.668861
  nChanged 53
		SP:Iteration 17Q (136002.930000 sec): 3 clusters
  Score: Raw -695422.485200 + Penalty 2874.877608 = -692547.607592
  nChanged 51
		SP:Iteration 18Q (136003.100000 sec): 3 clusters
  Score: Raw -695441.464305 + Penalty 2874.877608 = -692566.586697
  nChanged 60
		SP:Iteration 19Q (136003.310000 sec): 3 clusters
  Score: Raw -695462.303213 + Penalty 2874.877608 = -692587.425605
  nChanged 62
		SP:Iteration 20F (136003.490000 sec): 3 clusters
  Score: Raw -695485.483581 + Penalty 2874.877608 = -692610.605973
  nChanged 57
		SP:Iteration 21Q (136003.680000 sec): 3 clusters
  Score: Raw -695507.767745 + Penalty 2874.877608 = -692632.890137
  nChanged 59
		SP:Iteration 22Q (136003.900000 sec): 3 clusters
  Score: Raw -695525.409792 + Penalty 2874.877608 = -692650.532184
  nChanged 53
		SP:Iteration 23Q (136004.120000 sec): 3 clusters
  Score: Raw -695541.416977 + Penalty 2874.877608 = -692666.539369
  nChanged 63
		SP:Iteration 24Q (136004.330000 sec): 3 clusters
  Score: Raw -695560.545261 + Penalty 2874.877608 = -692685.667653
  nChanged 60
		SP:Iteration 25Q (136004.530000 sec): 3 clusters
  Score: Raw -695579.123367 + Penalty 2874.877608 = -692704.245759
  nChanged 59
		SP:Iteration 26Q (136004.690000 sec): 3 clusters
  Score: Raw -695599.317440 + Penalty 2874.877608 = -692724.439832
  nChanged 64
		SP:Iteration 27Q (136004.910000 sec): 3 clusters
  Score: Raw -695626.338306 + Penalty 2874.877608 = -692751.460698
  nChanged 66
		SP:Iteration 28Q (136005.120000 sec): 3 clusters
  Score: Raw -695651.275472 + Penalty 2874.877608 = -692776.397864
  nChanged 78
		SP:Iteration 29Q (136005.320000 sec): 3 clusters
  Score: Raw -695677.564366 + Penalty 2874.877608 = -692802.686758
  nChanged 77
		SP:Iteration 30Q (136005.490000 sec): 3 clusters
  Score: Raw -695704.116857 + Penalty 2874.877608 = -692829.239249
  nChanged 67
		SP:Iteration 31Q (136005.680000 sec): 3 clusters
  Score: Raw -695723.604322 + Penalty 2874.877608 = -692848.726714
  nChanged 61
		SP:Iteration 32Q (136005.860000 sec): 3 clusters
  Score: Raw -695741.856273 + Penalty 2874.877608 = -692866.978665
  nChanged 54
		SP:Iteration 33Q (136006.070000 sec): 3 clusters
  Score: Raw -695761.115107 + Penalty 2874.877608 = -692886.237499
  nChanged 60
		SP:Iteration 34Q (136006.310000 sec): 3 clusters
  Score: Raw -695784.628416 + Penalty 2874.877608 = -692909.750808
  nChanged 63
		SP:Iteration 35Q (136006.490000 sec): 3 clusters
  Score: Raw -695806.842906 + Penalty 2874.877608 = -692931.965299
  nChanged 53
		SP:Iteration 36Q (136006.710000 sec): 3 clusters
  Score: Raw -695823.902714 + Penalty 2874.877608 = -692949.025106
  nChanged 41
		SP:Iteration 37Q (136006.940000 sec): 3 clusters
  Score: Raw -695838.598222 + Penalty 2874.877608 = -692963.720614
  nChanged 42
		SP:Iteration 38Q (136007.150000 sec): 3 clusters
  Score: Raw -695853.626121 + Penalty 2874.877608 = -692978.748513
  nChanged 40
		SP:Iteration 39Q (136007.330000 sec): 3 clusters
  Score: Raw -695870.178405 + Penalty 2874.877608 = -692995.300797
  nChanged 53
		SP:Iteration 40F (136007.510000 sec): 3 clusters
  Score: Raw -695883.590547 + Penalty 2874.877608 = -693008.712939
  nChanged 50
		SP:Iteration 41Q (136007.730000 sec): 3 clusters
  Score: Raw -695898.782453 + Penalty 2874.877608 = -693023.904845
  nChanged 40
		SP:Iteration 42Q (136007.960000 sec): 3 clusters
  Score: Raw -695910.064219 + Penalty 2874.877608 = -693035.186611
  nChanged 37
		SP:Iteration 43Q (136008.150000 sec): 3 clusters
  Score: Raw -695921.199225 + Penalty 2874.877608 = -693046.321617
  nChanged 30
		SP:Iteration 44Q (136008.340000 sec): 3 clusters
  Score: Raw -695929.655543 + Penalty 2874.877608 = -693054.777935
  nChanged 34
		SP:Iteration 45Q (136008.530000 sec): 3 clusters
  Score: Raw -695941.509668 + Penalty 2874.877608 = -693066.632060
  nChanged 35
		SP:Iteration 46Q (136008.680000 sec): 3 clusters
  Score: Raw -695954.369338 + Penalty 2874.877608 = -693079.491730
  nChanged 38
		SP:Iteration 47Q (136008.880000 sec): 3 clusters
  Score: Raw -695967.858946 + Penalty 2874.877608 = -693092.981338
  nChanged 44
		SP:Iteration 48Q (136009.050000 sec): 3 clusters
  Score: Raw -695984.227921 + Penalty 2874.877608 = -693109.350313
  nChanged 41
		SP:Iteration 49Q (136009.270000 sec): 3 clusters
  Score: Raw -695999.864238 + Penalty 2874.877608 = -693124.986630
  nChanged 44
		SP:Iteration 50Q (136009.490000 sec): 3 clusters
  Score: Raw -696016.588743 + Penalty 2874.877608 = -693141.711135
  nChanged 44
		SP:Iteration 51Q (136009.670000 sec): 3 clusters
  Score: Raw -696035.301634 + Penalty 2874.877608 = -693160.424026
  nChanged 43
		SP:Iteration 52Q (136009.900000 sec): 3 clusters
  Score: Raw -696054.979450 + Penalty 2874.877608 = -693180.101842
  nChanged 46
		SP:Iteration 53Q (136010.090000 sec): 3 clusters
  Score: Raw -696075.695537 + Penalty 2874.877608 = -693200.817929
  nChanged 48
		SP:Iteration 54Q (136010.260000 sec): 3 clusters
  Score: Raw -696093.905201 + Penalty 2874.877608 = -693219.027593
  nChanged 50
		SP:Iteration 55Q (136010.500000 sec): 3 clusters
  Score: Raw -696114.001339 + Penalty 2874.877608 = -693239.123731
  nChanged 36
		SP:Iteration 56Q (136010.690000 sec): 3 clusters
  Score: Raw -696125.240291 + Penalty 2874.877608 = -693250.362683
  nChanged 34
		SP:Iteration 57Q (136010.870000 sec): 3 clusters
  Score: Raw -696140.256837 + Penalty 2874.877608 = -693265.379229
  nChanged 37
		SP:Iteration 58Q (136011.100000 sec): 3 clusters
  Score: Raw -696160.508558 + Penalty 2874.877608 = -693285.630950
  nChanged 42
		SP:Iteration 59Q (136011.300000 sec): 3 clusters
  Score: Raw -696189.688728 + Penalty 2874.877608 = -693314.811120
  nChanged 54
		SP:Iteration 60F (136011.520000 sec): 3 clusters
  Score: Raw -696228.680348 + Penalty 2874.877608 = -693353.802740
  nChanged 66
		SP:Iteration 61Q (136011.760000 sec): 3 clusters
  Score: Raw -696298.857172 + Penalty 2874.877608 = -693423.979564
  nChanged 83
		SP:Iteration 62Q (136011.940000 sec): 3 clusters
  Score: Raw -696367.754574 + Penalty 2874.877608 = -693492.876966
  nChanged 89
		SP:Iteration 63Q (136012.130000 sec): 3 clusters
  Score: Raw -696419.322089 + Penalty 2874.877608 = -693544.444481
  nChanged 75
		SP:Iteration 64Q (136012.300000 sec): 3 clusters
  Score: Raw -696453.242999 + Penalty 2874.877608 = -693578.365391
  nChanged 56
		SP:Iteration 65Q (136012.460000 sec): 3 clusters
  Score: Raw -696477.975147 + Penalty 2874.877608 = -693603.097539
  nChanged 47
		SP:Iteration 66Q (136012.610000 sec): 3 clusters
  Score: Raw -696496.907155 + Penalty 2874.877608 = -693622.029547
  nChanged 40
		SP:Iteration 67Q (136012.840000 sec): 3 clusters
  Score: Raw -696513.783130 + Penalty 2874.877608 = -693638.905522
  nChanged 36
		SP:Iteration 68Q (136013.060000 sec): 3 clusters
  Score: Raw -696527.276785 + Penalty 2874.877608 = -693652.399177
  nChanged 36
		SP:Iteration 69Q (136013.240000 sec): 3 clusters
  Score: Raw -696537.710689 + Penalty 2874.877608 = -693662.833081
  nChanged 29
		SP:Iteration 70Q (136013.440000 sec): 3 clusters
  Score: Raw -696544.829989 + Penalty 2874.877608 = -693669.952381
  nChanged 27
		SP:Iteration 71Q (136013.630000 sec): 3 clusters
  Score: Raw -696551.884708 + Penalty 2874.877608 = -693677.007100
  nChanged 19
		SP:Iteration 72Q (136013.820000 sec): 3 clusters
  Score: Raw -696556.961557 + Penalty 2874.877608 = -693682.083949
  nChanged 12
		SP:Iteration 73Q (136014.000000 sec): 3 clusters
  Score: Raw -696559.448295 + Penalty 2874.877608 = -693684.570687
  nChanged 16
		SP:Iteration 74Q (136014.240000 sec): 3 clusters
  Score: Raw -696561.936419 + Penalty 2874.877608 = -693687.058811
  nChanged 13
		SP:Iteration 75Q (136014.400000 sec): 3 clusters
  Score: Raw -696564.927311 + Penalty 2874.877608 = -693690.049703
  nChanged 16
		SP:Iteration 76Q (136014.580000 sec): 3 clusters
  Score: Raw -696568.765999 + Penalty 2874.877608 = -693693.888391
  nChanged 19
		SP:Iteration 77Q (136014.760000 sec): 3 clusters
  Score: Raw -696574.630522 + Penalty 2874.877608 = -693699.752914
  nChanged 17
		SP:Iteration 78Q (136015.000000 sec): 3 clusters
  Score: Raw -696578.336294 + Penalty 2874.877608 = -693703.458686
  nChanged 13
		SP:Iteration 79Q (136015.180000 sec): 3 clusters
  Score: Raw -696580.893656 + Penalty 2874.877608 = -693706.016048
  nChanged 12
		SP:Iteration 80F (136015.370000 sec): 3 clusters
  Score: Raw -696583.925571 + Penalty 2874.877608 = -693709.047963
  nChanged 16
		SP:Iteration 81Q (136015.570000 sec): 3 clusters
  Score: Raw -696587.847615 + Penalty 2874.877608 = -693712.970007
  nChanged 19
		SP:Iteration 82Q (136015.720000 sec): 3 clusters
  Score: Raw -696593.933440 + Penalty 2874.877608 = -693719.055832
  nChanged 18
		SP:Iteration 83Q (136015.930000 sec): 3 clusters
  Score: Raw -696598.890865 + Penalty 2874.877608 = -693724.013257
  nChanged 15
		SP:Iteration 84Q (136016.140000 sec): 3 clusters
  Score: Raw -696602.448243 + Penalty 2874.877608 = -693727.570635
  nChanged 15
		SP:Iteration 85Q (136016.320000 sec): 3 clusters
  Score: Raw -696605.508247 + Penalty 2874.877608 = -693730.630639
  nChanged 11
		SP:Iteration 86Q (136016.560000 sec): 3 clusters
  Score: Raw -696607.925693 + Penalty 2874.877608 = -693733.048085
  nChanged 8
		SP:Iteration 87Q (136016.760000 sec): 3 clusters
  Score: Raw -696609.944612 + Penalty 2874.877608 = -693735.067005
  nChanged 9
		SP:Iteration 88Q (136016.950000 sec): 3 clusters
  Score: Raw -696612.062781 + Penalty 2874.877608 = -693737.185173
  nChanged 9
		SP:Iteration 89Q (136017.120000 sec): 3 clusters
  Score: Raw -696614.762177 + Penalty 2874.877608 = -693739.884569
  nChanged 10
		SP:Iteration 90Q (136017.310000 sec): 3 clusters
  Score: Raw -696618.050882 + Penalty 2874.877608 = -693743.173274
  nChanged 9
		SP:Iteration 91Q (136017.450000 sec): 3 clusters
  Score: Raw -696621.037920 + Penalty 2874.877608 = -693746.160312
  nChanged 5
		SP:Iteration 92Q (136017.650000 sec): 3 clusters
  Score: Raw -696622.224123 + Penalty 2874.877608 = -693747.346515
  nChanged 3
		SP:Iteration 93Q (136017.840000 sec): 3 clusters
  Score: Raw -696622.767262 + Penalty 2874.877608 = -693747.889654
  nChanged 5
		SP:Iteration 94Q (136018.070000 sec): 3 clusters
  Score: Raw -696623.792437 + Penalty 2874.877608 = -693748.914829
  nChanged 6
		SP:Iteration 95Q (136018.260000 sec): 3 clusters
  Score: Raw -696625.011005 + Penalty 2874.877608 = -693750.133397
  nChanged 7
		SP:Iteration 96Q (136018.410000 sec): 3 clusters
  Score: Raw -696626.025737 + Penalty 2874.877608 = -693751.148129
  nChanged 5
		SP:Iteration 97Q (136018.560000 sec): 3 clusters
  Score: Raw -696626.494617 + Penalty 2874.877608 = -693751.617009
  nChanged 1
		SP:Iteration 98Q (136018.760000 sec): 3 clusters
  Score: Raw -696626.645861 + Penalty 2874.877608 = -693751.768253
  nChanged 1
		SP:Iteration 99Q (136018.920000 sec): 3 clusters
  Score: Raw -696626.741139 + Penalty 2874.877608 = -693751.863531
  nChanged 0
		SP:Iteration 100F (136019.150000 sec): 3 clusters
  Score: Raw -696626.741139 + Penalty 2874.877608 = -693751.863531
  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 9.05 GB.

 Trying to split cluster 67 (2548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136019.290000 sec): 2 clusters
  Score: Raw -274255.347688 + Penalty 1274.497903 = -272980.849785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136019.440000 sec): 3 clusters
  Score: Raw -273077.549319 + Penalty 2548.995805 = -270528.553513
  nChanged 932
		SP:Iteration 1F (136019.570000 sec): 3 clusters
  Score: Raw -273644.667090 + Penalty 2548.995805 = -271095.671285
  nChanged 212
		SP:Iteration 2F (136019.750000 sec): 3 clusters
  Score: Raw -273823.005880 + Penalty 2548.995805 = -271274.010074
  nChanged 169
		SP:Iteration 3F (136019.940000 sec): 3 clusters
  Score: Raw -273938.683041 + Penalty 2548.995805 = -271389.687236
  nChanged 118
		SP:Iteration 4Q (136020.110000 sec): 3 clusters
  Score: Raw -274017.968147 + Penalty 2548.995805 = -271468.972341
  nChanged 86
		SP:Iteration 5Q (136020.290000 sec): 3 clusters
  Score: Raw -274084.195824 + Penalty 2548.995805 = -271535.200018
  nChanged 104
		SP:Iteration 6Q (136020.470000 sec): 3 clusters
  Score: Raw -274163.362193 + Penalty 2548.995805 = -271614.366388
  nChanged 92
		SP:Iteration 7Q (136020.640000 sec): 3 clusters
  Score: Raw -274237.835115 + Penalty 2548.995805 = -271688.839310
  nChanged 84
		SP:Iteration 8Q (136020.850000 sec): 3 clusters
  Score: Raw -274304.578556 + Penalty 2548.995805 = -271755.582750
  nChanged 79
		SP:Iteration 9Q (136020.970000 sec): 3 clusters
  Score: Raw -274361.837078 + Penalty 2548.995805 = -271812.841272
  nChanged 65
		SP:Iteration 10Q (136021.140000 sec): 3 clusters
  Score: Raw -274412.873604 + Penalty 2548.995805 = -271863.877798
  nChanged 57
		SP:Iteration 11Q (136021.330000 sec): 3 clusters
  Score: Raw -274455.328394 + Penalty 2548.995805 = -271906.332589
  nChanged 60
		SP:Iteration 12Q (136021.510000 sec): 3 clusters
  Score: Raw -274508.118631 + Penalty 2548.995805 = -271959.122826
  nChanged 59
		SP:Iteration 13Q (136021.680000 sec): 3 clusters
  Score: Raw -274560.840918 + Penalty 2548.995805 = -272011.845112
  nChanged 54
		SP:Iteration 14Q (136021.870000 sec): 3 clusters
  Score: Raw -274599.584339 + Penalty 2548.995805 = -272050.588533
  nChanged 51
		SP:Iteration 15Q (136022.060000 sec): 3 clusters
  Score: Raw -274641.179594 + Penalty 2548.995805 = -272092.183788
  nChanged 38
		SP:Iteration 16Q (136022.210000 sec): 3 clusters
  Score: Raw -274667.880682 + Penalty 2548.995805 = -272118.884877
  nChanged 46
		SP:Iteration 17Q (136022.400000 sec): 3 clusters
  Score: Raw -274700.876782 + Penalty 2548.995805 = -272151.880977
  nChanged 49
		SP:Iteration 18Q (136022.550000 sec): 3 clusters
  Score: Raw -274732.110552 + Penalty 2548.995805 = -272183.114747
  nChanged 32
		SP:Iteration 19Q (136022.720000 sec): 3 clusters
  Score: Raw -274751.672718 + Penalty 2548.995805 = -272202.676912
  nChanged 21
		SP:Iteration 20F (136022.910000 sec): 3 clusters
  Score: Raw -274765.622543 + Penalty 2548.995805 = -272216.626737
  nChanged 15
		SP:Iteration 21Q (136023.110000 sec): 3 clusters
  Score: Raw -274776.395560 + Penalty 2548.995805 = -272227.399755
  nChanged 12
		SP:Iteration 22Q (136023.250000 sec): 3 clusters
  Score: Raw -274782.314703 + Penalty 2548.995805 = -272233.318897
  nChanged 11
		SP:Iteration 23Q (136023.460000 sec): 3 clusters
  Score: Raw -274789.097606 + Penalty 2548.995805 = -272240.101801
  nChanged 8
		SP:Iteration 24Q (136023.670000 sec): 3 clusters
  Score: Raw -274793.119698 + Penalty 2548.995805 = -272244.123892
  nChanged 13
		SP:Iteration 25Q (136023.820000 sec): 3 clusters
  Score: Raw -274800.175175 + Penalty 2548.995805 = -272251.179370
  nChanged 11
		SP:Iteration 26Q (136024.040000 sec): 3 clusters
  Score: Raw -274805.467738 + Penalty 2548.995805 = -272256.471932
  nChanged 10
		SP:Iteration 27Q (136024.200000 sec): 3 clusters
  Score: Raw -274810.026532 + Penalty 2548.995805 = -272261.030727
  nChanged 7
		SP:Iteration 28Q (136024.410000 sec): 3 clusters
  Score: Raw -274813.459867 + Penalty 2548.995805 = -272264.464061
  nChanged 6
		SP:Iteration 29Q (136024.560000 sec): 3 clusters
  Score: Raw -274817.894989 + Penalty 2548.995805 = -272268.899184
  nChanged 7
		SP:Iteration 30Q (136024.720000 sec): 3 clusters
  Score: Raw -274821.335502 + Penalty 2548.995805 = -272272.339697
  nChanged 11
		SP:Iteration 31Q (136024.890000 sec): 3 clusters
  Score: Raw -274829.730148 + Penalty 2548.995805 = -272280.734343
  nChanged 6
		SP:Iteration 32Q (136025.040000 sec): 3 clusters
  Score: Raw -274834.084747 + Penalty 2548.995805 = -272285.088942
  nChanged 10
		SP:Iteration 33Q (136025.210000 sec): 3 clusters
  Score: Raw -274838.209299 + Penalty 2548.995805 = -272289.213494
  nChanged 3
		SP:Iteration 34Q (136025.340000 sec): 3 clusters
  Score: Raw -274839.630842 + Penalty 2548.995805 = -272290.635037
  nChanged 2
		SP:Iteration 35Q (136025.540000 sec): 3 clusters
  Score: Raw -274840.182452 + Penalty 2548.995805 = -272291.186646
  nChanged 2
		SP:Iteration 36Q (136025.730000 sec): 3 clusters
  Score: Raw -274840.917777 + Penalty 2548.995805 = -272291.921971
  nChanged 1
		SP:Iteration 37Q (136025.850000 sec): 3 clusters
  Score: Raw -274841.215799 + Penalty 2548.995805 = -272292.219994
  nChanged 0
		SP:Iteration 38F (136026.060000 sec): 3 clusters
  Score: Raw -274841.215799 + Penalty 2548.995805 = -272292.219994
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136026.730000 sec): 2 clusters
  Score: Raw -13251352.706205 + Penalty 1896.085482 = -13249456.620723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136027.520000 sec): 3 clusters
  Score: Raw -13175166.561982 + Penalty 3792.170964 = -13171374.391018
  nChanged 56069
		SP:Iteration 1F (136028.280000 sec): 3 clusters
  Score: Raw -13208370.522098 + Penalty 3792.170964 = -13204578.351135
  nChanged 4970
		SP:Iteration 2Q (136029.060000 sec): 3 clusters
  Score: Raw -13210087.284652 + Penalty 3792.170964 = -13206295.113689
  nChanged 6084
		SP:Iteration 3F (136029.810000 sec): 3 clusters
  Score: Raw -13212811.897495 + Penalty 3792.170964 = -13209019.726531
  nChanged 7651
		SP:Iteration 4F (136030.550000 sec): 3 clusters
  Score: Raw -13217300.045051 + Penalty 3792.170964 = -13213507.874088
  nChanged 8925
		SP:Iteration 5F (136031.260000 sec): 3 clusters
  Score: Raw -13223672.456128 + Penalty 3792.170964 = -13219880.285164
  nChanged 9331
		SP:Iteration 6F (136031.940000 sec): 3 clusters
  Score: Raw -13231371.164882 + Penalty 3792.170964 = -13227578.993919
  nChanged 8319
		SP:Iteration 7F (136032.700000 sec): 3 clusters
  Score: Raw -13238911.848444 + Penalty 3792.170964 = -13235119.677480
  nChanged 6372
		SP:Iteration 8F (136033.440000 sec): 3 clusters
  Score: Raw -13245246.435962 + Penalty 3792.170964 = -13241454.264999
  nChanged 3905
		SP:Iteration 9Q (136034.370000 sec): 3 clusters
  Score: Raw -13249348.184781 + Penalty 3792.170964 = -13245556.013818
  nChanged 1590
		SP:Iteration 10Q (136035.190000 sec): 3 clusters
  Score: Raw -13250967.426772 + Penalty 3792.170964 = -13247175.255809
  nChanged 346
		SP:Iteration 11Q (136035.970000 sec): 3 clusters
  Score: Raw -13251352.911756 + Penalty 3792.170964 = -13247560.740792
  nChanged 69
		SP:Iteration 12Q (136036.780000 sec): 3 clusters
  Score: Raw -13251457.839798 + Penalty 3792.170964 = -13247665.668834
  nChanged 25
		SP:Iteration 13Q (136037.610000 sec): 3 clusters
  Score: Raw -13251514.388513 + Penalty 3792.170964 = -13247722.217549
  nChanged 14
		SP:Iteration 14Q (136038.430000 sec): 3 clusters
  Score: Raw -13251541.102615 + Penalty 3792.170964 = -13247748.931651
  nChanged 4
		SP:Iteration 15Q (136039.250000 sec): 3 clusters
  Score: Raw -13251550.055172 + Penalty 3792.170964 = -13247757.884209
  nChanged 4
		SP:Iteration 16Q (136040.010000 sec): 3 clusters
  Score: Raw -13251560.968448 + Penalty 3792.170964 = -13247768.797485
  nChanged 3
		SP:Iteration 17Q (136040.760000 sec): 3 clusters
  Score: Raw -13251565.975803 + Penalty 3792.170964 = -13247773.804839
  nChanged 3
		SP:Iteration 18Q (136041.470000 sec): 3 clusters
  Score: Raw -13251569.405786 + Penalty 3792.170964 = -13247777.234822
  nChanged 1
		SP:Iteration 19Q (136042.150000 sec): 3 clusters
  Score: Raw -13251570.588137 + Penalty 3792.170964 = -13247778.417173
  nChanged 1
		SP:Iteration 20F (136042.850000 sec): 3 clusters
  Score: Raw -13251573.841294 + Penalty 3792.170964 = -13247781.670331
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136043.010000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136043.180000 sec): 3 clusters
  Score: Raw -69151.341091 + Penalty 2106.512567 = -67044.828524
  nChanged 184
		SP:Iteration 1F (136043.340000 sec): 3 clusters
  Score: Raw -69347.080697 + Penalty 2106.512567 = -67240.568130
  nChanged 38
		SP:Iteration 2F (136043.500000 sec): 3 clusters
  Score: Raw -69384.454521 + Penalty 2106.512567 = -67277.941954
  nChanged 18
		SP:Iteration 3Q (136043.630000 sec): 3 clusters
  Score: Raw -69403.227235 + Penalty 2106.512567 = -67296.714668
  nChanged 13
		SP:Iteration 4Q (136043.800000 sec): 3 clusters
  Score: Raw -69418.250467 + Penalty 2106.512567 = -67311.737900
  nChanged 10
		SP:Iteration 5Q (136043.880000 sec): 3 clusters
  Score: Raw -69429.863768 + Penalty 2106.512567 = -67323.351201
  nChanged 10
		SP:Iteration 6Q (136044.000000 sec): 3 clusters
  Score: Raw -69445.639731 + Penalty 2106.512567 = -67339.127164
  nChanged 10
		SP:Iteration 7Q (136044.180000 sec): 3 clusters
  Score: Raw -69456.177059 + Penalty 2106.512567 = -67349.664492
  nChanged 4
		SP:Iteration 8Q (136044.320000 sec): 3 clusters
  Score: Raw -69458.371774 + Penalty 2106.512567 = -67351.859207
  nChanged 1
		SP:Iteration 9Q (136044.440000 sec): 3 clusters
  Score: Raw -69459.013180 + Penalty 2106.512567 = -67352.500613
  nChanged 1
		SP:Iteration 10Q (136044.600000 sec): 3 clusters
  Score: Raw -69459.314376 + Penalty 2106.512567 = -67352.801809
  nChanged 1
		SP:Iteration 11Q (136044.740000 sec): 3 clusters
  Score: Raw -69460.757005 + Penalty 2106.512567 = -67354.244438
  nChanged 2
		SP:Iteration 12Q (136044.920000 sec): 3 clusters
  Score: Raw -69463.023734 + Penalty 2106.512567 = -67356.511167
  nChanged 1
		SP:Iteration 13Q (136045.100000 sec): 3 clusters
  Score: Raw -69463.863451 + Penalty 2106.512567 = -67357.350884
  nChanged 0
		SP:Iteration 14F (136045.270000 sec): 3 clusters
  Score: Raw -69463.863451 + Penalty 2106.512567 = -67357.350884
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136045.360000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136045.510000 sec): 3 clusters
  Score: Raw -9237.754193 + Penalty 1542.102942 = -7695.651252
  nChanged 11
		SP:Iteration 1F (136045.670000 sec): 3 clusters
  Score: Raw -9293.024924 + Penalty 1542.102942 = -7750.921982
  nChanged 2
		SP:Iteration 2Q (136045.860000 sec): 3 clusters
  Score: Raw -9306.675742 + Penalty 1542.102942 = -7764.572800
  nChanged 1
		SP:Iteration 3Q (136046.040000 sec): 3 clusters
  Score: Raw -9312.835002 + Penalty 1542.102942 = -7770.732060
  nChanged 1
		SP:Iteration 4Q (136046.170000 sec): 3 clusters
  Score: Raw -9320.382440 + Penalty 1542.102942 = -7778.279498
  nChanged 0
		SP:Iteration 5F (136046.330000 sec): 3 clusters
  Score: Raw -9320.382440 + Penalty 1542.102942 = -7778.279498
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (23609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136046.560000 sec): 2 clusters
  Score: Raw -2621402.887339 + Penalty 1636.274782 = -2619766.612557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136046.820000 sec): 3 clusters
  Score: Raw -2607026.207755 + Penalty 3272.549564 = -2603753.658191
  nChanged 10853
		SP:Iteration 1F (136047.110000 sec): 3 clusters
  Score: Raw -2612911.112247 + Penalty 3272.549564 = -2609638.562683
  nChanged 1106
		SP:Iteration 2Q (136047.420000 sec): 3 clusters
  Score: Raw -2613313.691116 + Penalty 3272.549564 = -2610041.141552
  nChanged 1120
		SP:Iteration 3Q (136047.730000 sec): 3 clusters
  Score: Raw -2613721.841990 + Penalty 3272.549564 = -2610449.292426
  nChanged 1099
		SP:Iteration 4Q (136048.030000 sec): 3 clusters
  Score: Raw -2614157.907604 + Penalty 3272.549564 = -2610885.358039
  nChanged 1107
		SP:Iteration 5Q (136048.350000 sec): 3 clusters
  Score: Raw -2614672.490948 + Penalty 3272.549564 = -2611399.941384
  nChanged 1168
		SP:Iteration 6Q (136048.680000 sec): 3 clusters
  Score: Raw -2615334.466989 + Penalty 3272.549564 = -2612061.917424
  nChanged 1281
		SP:Iteration 7F (136048.990000 sec): 3 clusters
  Score: Raw -2616133.153382 + Penalty 3272.549564 = -2612860.603818
  nChanged 1267
		SP:Iteration 8F (136049.270000 sec): 3 clusters
  Score: Raw -2616986.829645 + Penalty 3272.549564 = -2613714.280081
  nChanged 1197
		SP:Iteration 9F (136049.540000 sec): 3 clusters
  Score: Raw -2617757.513011 + Penalty 3272.549564 = -2614484.963447
  nChanged 1077
		SP:Iteration 10Q (136049.870000 sec): 3 clusters
  Score: Raw -2618301.935429 + Penalty 3272.549564 = -2615029.385865
  nChanged 772
		SP:Iteration 11Q (136050.200000 sec): 3 clusters
  Score: Raw -2618586.356563 + Penalty 3272.549564 = -2615313.806998
  nChanged 523
		SP:Iteration 12Q (136050.500000 sec): 3 clusters
  Score: Raw -2618723.280236 + Penalty 3272.549564 = -2615450.730672
  nChanged 348
		SP:Iteration 13Q (136050.760000 sec): 3 clusters
  Score: Raw -2618797.283451 + Penalty 3272.549564 = -2615524.733887
  nChanged 252
		SP:Iteration 14Q (136051.080000 sec): 3 clusters
  Score: Raw -2618842.459630 + Penalty 3272.549564 = -2615569.910065
  nChanged 208
		SP:Iteration 15Q (136051.360000 sec): 3 clusters
  Score: Raw -2618878.886538 + Penalty 3272.549564 = -2615606.336974
  nChanged 169
		SP:Iteration 16Q (136051.650000 sec): 3 clusters
  Score: Raw -2618906.817021 + Penalty 3272.549564 = -2615634.267457
  nChanged 142
		SP:Iteration 17Q (136051.940000 sec): 3 clusters
  Score: Raw -2618933.887441 + Penalty 3272.549564 = -2615661.337877
  nChanged 150
		SP:Iteration 18Q (136052.260000 sec): 3 clusters
  Score: Raw -2618961.301140 + Penalty 3272.549564 = -2615688.751576
  nChanged 160
		SP:Iteration 19Q (136052.560000 sec): 3 clusters
  Score: Raw -2618987.599165 + Penalty 3272.549564 = -2615715.049601
  nChanged 156
		SP:Iteration 20F (136052.890000 sec): 3 clusters
  Score: Raw -2619011.123988 + Penalty 3272.549564 = -2615738.574424
  nChanged 139
		SP:Iteration 21Q (136053.180000 sec): 3 clusters
  Score: Raw -2619034.073338 + Penalty 3272.549564 = -2615761.523774
  nChanged 134
		SP:Iteration 22Q (136053.420000 sec): 3 clusters
  Score: Raw -2619056.837826 + Penalty 3272.549564 = -2615784.288262
  nChanged 139
		SP:Iteration 23Q (136053.760000 sec): 3 clusters
  Score: Raw -2619077.613282 + Penalty 3272.549564 = -2615805.063718
  nChanged 124
		SP:Iteration 24Q (136054.060000 sec): 3 clusters
  Score: Raw -2619095.035998 + Penalty 3272.549564 = -2615822.486433
  nChanged 124
		SP:Iteration 25Q (136054.360000 sec): 3 clusters
  Score: Raw -2619110.715508 + Penalty 3272.549564 = -2615838.165944
  nChanged 112
		SP:Iteration 26Q (136054.650000 sec): 3 clusters
  Score: Raw -2619125.993284 + Penalty 3272.549564 = -2615853.443720
  nChanged 116
		SP:Iteration 27Q (136054.970000 sec): 3 clusters
  Score: Raw -2619139.793342 + Penalty 3272.549564 = -2615867.243777
  nChanged 90
		SP:Iteration 28Q (136055.240000 sec): 3 clusters
  Score: Raw -2619149.961942 + Penalty 3272.549564 = -2615877.412378
  nChanged 77
		SP:Iteration 29Q (136055.580000 sec): 3 clusters
  Score: Raw -2619157.855522 + Penalty 3272.549564 = -2615885.305958
  nChanged 75
		SP:Iteration 30Q (136055.860000 sec): 3 clusters
  Score: Raw -2619164.067628 + Penalty 3272.549564 = -2615891.518064
  nChanged 52
		SP:Iteration 31Q (136056.160000 sec): 3 clusters
  Score: Raw -2619169.419714 + Penalty 3272.549564 = -2615896.870150
  nChanged 64
		SP:Iteration 32Q (136056.470000 sec): 3 clusters
  Score: Raw -2619175.838466 + Penalty 3272.549564 = -2615903.288902
  nChanged 58
		SP:Iteration 33Q (136056.740000 sec): 3 clusters
  Score: Raw -2619180.659821 + Penalty 3272.549564 = -2615908.110257
  nChanged 47
		SP:Iteration 34Q (136057.040000 sec): 3 clusters
  Score: Raw -2619185.266530 + Penalty 3272.549564 = -2615912.716966
  nChanged 55
		SP:Iteration 35Q (136057.350000 sec): 3 clusters
  Score: Raw -2619190.919704 + Penalty 3272.549564 = -2615918.370140
  nChanged 48
		SP:Iteration 36Q (136057.650000 sec): 3 clusters
  Score: Raw -2619194.069860 + Penalty 3272.549564 = -2615921.520296
  nChanged 37
		SP:Iteration 37Q (136057.950000 sec): 3 clusters
  Score: Raw -2619196.735857 + Penalty 3272.549564 = -2615924.186293
  nChanged 36
		SP:Iteration 38Q (136058.210000 sec): 3 clusters
  Score: Raw -2619199.528236 + Penalty 3272.549564 = -2615926.978672
  nChanged 44
		SP:Iteration 39Q (136058.520000 sec): 3 clusters
  Score: Raw -2619202.968477 + Penalty 3272.549564 = -2615930.418912
  nChanged 43
		SP:Iteration 40F (136058.800000 sec): 3 clusters
  Score: Raw -2619206.348051 + Penalty 3272.549564 = -2615933.798487
  nChanged 47
		SP:Iteration 41Q (136059.140000 sec): 3 clusters
  Score: Raw -2619209.608730 + Penalty 3272.549564 = -2615937.059166
  nChanged 36
		SP:Iteration 42Q (136059.470000 sec): 3 clusters
  Score: Raw -2619212.249949 + Penalty 3272.549564 = -2615939.700385
  nChanged 34
		SP:Iteration 43Q (136059.740000 sec): 3 clusters
  Score: Raw -2619214.937700 + Penalty 3272.549564 = -2615942.388136
  nChanged 32
		SP:Iteration 44Q (136060.040000 sec): 3 clusters
  Score: Raw -2619216.863959 + Penalty 3272.549564 = -2615944.314395
  nChanged 33
		SP:Iteration 45Q (136060.340000 sec): 3 clusters
  Score: Raw -2619219.137262 + Penalty 3272.549564 = -2615946.587698
  nChanged 25
		SP:Iteration 46Q (136060.630000 sec): 3 clusters
  Score: Raw -2619220.637190 + Penalty 3272.549564 = -2615948.087626
  nChanged 21
		SP:Iteration 47Q (136060.960000 sec): 3 clusters
  Score: Raw -2619221.795700 + Penalty 3272.549564 = -2615949.246136
  nChanged 29
		SP:Iteration 48Q (136061.250000 sec): 3 clusters
  Score: Raw -2619223.900800 + Penalty 3272.549564 = -2615951.351236
  nChanged 32
		SP:Iteration 49Q (136061.560000 sec): 3 clusters
  Score: Raw -2619226.388973 + Penalty 3272.549564 = -2615953.839408
  nChanged 30
		SP:Iteration 50Q (136061.840000 sec): 3 clusters
  Score: Raw -2619228.472385 + Penalty 3272.549564 = -2615955.922820
  nChanged 22
		SP:Iteration 51Q (136062.170000 sec): 3 clusters
  Score: Raw -2619229.833991 + Penalty 3272.549564 = -2615957.284427
  nChanged 20
		SP:Iteration 52Q (136062.460000 sec): 3 clusters
  Score: Raw -2619231.021693 + Penalty 3272.549564 = -2615958.472128
  nChanged 20
		SP:Iteration 53Q (136062.730000 sec): 3 clusters
  Score: Raw -2619232.580752 + Penalty 3272.549564 = -2615960.031188
  nChanged 27
		SP:Iteration 54Q (136063.040000 sec): 3 clusters
  Score: Raw -2619234.015628 + Penalty 3272.549564 = -2615961.466064
  nChanged 18
		SP:Iteration 55Q (136063.360000 sec): 3 clusters
  Score: Raw -2619234.762725 + Penalty 3272.549564 = -2615962.213161
  nChanged 15
		SP:Iteration 56Q (136063.730000 sec): 3 clusters
  Score: Raw -2619235.630911 + Penalty 3272.549564 = -2615963.081347
  nChanged 17
		SP:Iteration 57Q (136064.040000 sec): 3 clusters
  Score: Raw -2619236.912791 + Penalty 3272.549564 = -2615964.363227
  nChanged 20
		SP:Iteration 58Q (136064.380000 sec): 3 clusters
  Score: Raw -2619238.172563 + Penalty 3272.549564 = -2615965.622998
  nChanged 26
		SP:Iteration 59Q (136064.710000 sec): 3 clusters
  Score: Raw -2619240.312723 + Penalty 3272.549564 = -2615967.763159
  nChanged 29
		SP:Iteration 60F (136065.030000 sec): 3 clusters
  Score: Raw -2619242.507549 + Penalty 3272.549564 = -2615969.957985
  nChanged 27
		SP:Iteration 61Q (136065.330000 sec): 3 clusters
  Score: Raw -2619244.052869 + Penalty 3272.549564 = -2615971.503305
  nChanged 19
		SP:Iteration 62Q (136065.640000 sec): 3 clusters
  Score: Raw -2619244.990718 + Penalty 3272.549564 = -2615972.441154
  nChanged 20
		SP:Iteration 63Q (136065.920000 sec): 3 clusters
  Score: Raw -2619246.405073 + Penalty 3272.549564 = -2615973.855509
  nChanged 23
		SP:Iteration 64Q (136066.220000 sec): 3 clusters
  Score: Raw -2619248.287534 + Penalty 3272.549564 = -2615975.737970
  nChanged 37
		SP:Iteration 65Q (136066.510000 sec): 3 clusters
  Score: Raw -2619251.041942 + Penalty 3272.549564 = -2615978.492377
  nChanged 30
		SP:Iteration 66Q (136066.830000 sec): 3 clusters
  Score: Raw -2619253.303776 + Penalty 3272.549564 = -2615980.754212
  nChanged 30
		SP:Iteration 67Q (136067.130000 sec): 3 clusters
  Score: Raw -2619255.600432 + Penalty 3272.549564 = -2615983.050868
  nChanged 33
		SP:Iteration 68Q (136067.430000 sec): 3 clusters
  Score: Raw -2619258.189745 + Penalty 3272.549564 = -2615985.640181
  nChanged 27
		SP:Iteration 69Q (136067.770000 sec): 3 clusters
  Score: Raw -2619260.711727 + Penalty 3272.549564 = -2615988.162163
  nChanged 34
		SP:Iteration 70Q (136068.040000 sec): 3 clusters
  Score: Raw -2619263.427787 + Penalty 3272.549564 = -2615990.878223
  nChanged 35
		SP:Iteration 71Q (136068.330000 sec): 3 clusters
  Score: Raw -2619265.744546 + Penalty 3272.549564 = -2615993.194981
  nChanged 29
		SP:Iteration 72Q (136068.620000 sec): 3 clusters
  Score: Raw -2619267.455470 + Penalty 3272.549564 = -2615994.905905
  nChanged 23
		SP:Iteration 73Q (136068.920000 sec): 3 clusters
  Score: Raw -2619269.191391 + Penalty 3272.549564 = -2615996.641827
  nChanged 28
		SP:Iteration 74Q (136069.250000 sec): 3 clusters
  Score: Raw -2619271.474165 + Penalty 3272.549564 = -2615998.924601
  nChanged 31
		SP:Iteration 75Q (136069.560000 sec): 3 clusters
  Score: Raw -2619273.840644 + Penalty 3272.549564 = -2616001.291080
  nChanged 37
		SP:Iteration 76Q (136069.880000 sec): 3 clusters
  Score: Raw -2619276.970012 + Penalty 3272.549564 = -2616004.420448
  nChanged 42
		SP:Iteration 77Q (136070.180000 sec): 3 clusters
  Score: Raw -2619280.545130 + Penalty 3272.549564 = -2616007.995566
  nChanged 44
		SP:Iteration 78Q (136070.460000 sec): 3 clusters
  Score: Raw -2619284.743448 + Penalty 3272.549564 = -2616012.193884
  nChanged 55
		SP:Iteration 79Q (136070.770000 sec): 3 clusters
  Score: Raw -2619290.317734 + Penalty 3272.549564 = -2616017.768170
  nChanged 47
		SP:Iteration 80F (136071.090000 sec): 3 clusters
  Score: Raw -2619294.786533 + Penalty 3272.549564 = -2616022.236969
  nChanged 41
		SP:Iteration 81Q (136071.360000 sec): 3 clusters
  Score: Raw -2619298.501368 + Penalty 3272.549564 = -2616025.951804
  nChanged 59
		SP:Iteration 82Q (136071.680000 sec): 3 clusters
  Score: Raw -2619304.926368 + Penalty 3272.549564 = -2616032.376804
  nChanged 65
		SP:Iteration 83Q (136071.950000 sec): 3 clusters
  Score: Raw -2619312.499738 + Penalty 3272.549564 = -2616039.950174
  nChanged 73
		SP:Iteration 84Q (136072.250000 sec): 3 clusters
  Score: Raw -2619320.760487 + Penalty 3272.549564 = -2616048.210923
  nChanged 61
		SP:Iteration 85Q (136072.510000 sec): 3 clusters
  Score: Raw -2619327.404333 + Penalty 3272.549564 = -2616054.854769
  nChanged 62
		SP:Iteration 86Q (136072.790000 sec): 3 clusters
  Score: Raw -2619333.887449 + Penalty 3272.549564 = -2616061.337885
  nChanged 67
		SP:Iteration 87Q (136073.070000 sec): 3 clusters
  Score: Raw -2619341.916394 + Penalty 3272.549564 = -2616069.366829
  nChanged 73
		SP:Iteration 88Q (136073.400000 sec): 3 clusters
  Score: Raw -2619351.113505 + Penalty 3272.549564 = -2616078.563941
  nChanged 75
		SP:Iteration 89Q (136073.700000 sec): 3 clusters
  Score: Raw -2619361.497257 + Penalty 3272.549564 = -2616088.947693
  nChanged 91
		SP:Iteration 90Q (136073.990000 sec): 3 clusters
  Score: Raw -2619375.748458 + Penalty 3272.549564 = -2616103.198894
  nChanged 102
		SP:Iteration 91Q (136074.270000 sec): 3 clusters
  Score: Raw -2619391.496991 + Penalty 3272.549564 = -2616118.947427
  nChanged 115
		SP:Iteration 92Q (136074.590000 sec): 3 clusters
  Score: Raw -2619411.689525 + Penalty 3272.549564 = -2616139.139961
  nChanged 126
		SP:Iteration 93Q (136074.890000 sec): 3 clusters
  Score: Raw -2619435.766385 + Penalty 3272.549564 = -2616163.216821
  nChanged 155
		SP:Iteration 94Q (136075.180000 sec): 3 clusters
  Score: Raw -2619468.855477 + Penalty 3272.549564 = -2616196.305912
  nChanged 175
		SP:Iteration 95Q (136075.520000 sec): 3 clusters
  Score: Raw -2619509.204108 + Penalty 3272.549564 = -2616236.654544
  nChanged 177
		SP:Iteration 96Q (136075.790000 sec): 3 clusters
  Score: Raw -2619550.965900 + Penalty 3272.549564 = -2616278.416335
  nChanged 183
		SP:Iteration 97Q (136076.110000 sec): 3 clusters
  Score: Raw -2619596.537954 + Penalty 3272.549564 = -2616323.988390
  nChanged 200
		SP:Iteration 98Q (136076.440000 sec): 3 clusters
  Score: Raw -2619650.392760 + Penalty 3272.549564 = -2616377.843196
  nChanged 208
		SP:Iteration 99Q (136076.710000 sec): 3 clusters
  Score: Raw -2619709.582954 + Penalty 3272.549564 = -2616437.033390
  nChanged 207
		SP:Iteration 100F (136076.930000 sec): 3 clusters
  Score: Raw -2619772.089349 + Penalty 3272.549564 = -2616499.539785
  nChanged 232
		SP:Iteration 101Q (136077.180000 sec): 3 clusters
  Score: Raw -2619840.254664 + Penalty 3272.549564 = -2616567.705100
  nChanged 234
		SP:Iteration 102Q (136077.470000 sec): 3 clusters
  Score: Raw -2619913.224891 + Penalty 3272.549564 = -2616640.675327
  nChanged 265
		SP:Iteration 103Q (136077.750000 sec): 3 clusters
  Score: Raw -2619990.527912 + Penalty 3272.549564 = -2616717.978348
  nChanged 226
		SP:Iteration 104Q (136078.080000 sec): 3 clusters
  Score: Raw -2620058.046534 + Penalty 3272.549564 = -2616785.496969
  nChanged 247
		SP:Iteration 105Q (136078.370000 sec): 3 clusters
  Score: Raw -2620141.423077 + Penalty 3272.549564 = -2616868.873513
  nChanged 238
		SP:Iteration 106Q (136078.640000 sec): 3 clusters
  Score: Raw -2620209.583415 + Penalty 3272.549564 = -2616937.033851
  nChanged 217
		SP:Iteration 107Q (136078.930000 sec): 3 clusters
  Score: Raw -2620273.079108 + Penalty 3272.549564 = -2617000.529544
  nChanged 217
		SP:Iteration 108Q (136079.200000 sec): 3 clusters
  Score: Raw -2620338.677560 + Penalty 3272.549564 = -2617066.127996
  nChanged 228
		SP:Iteration 109Q (136079.440000 sec): 3 clusters
  Score: Raw -2620410.070949 + Penalty 3272.549564 = -2617137.521385
  nChanged 226
		SP:Iteration 110Q (136079.750000 sec): 3 clusters
  Score: Raw -2620481.773161 + Penalty 3272.549564 = -2617209.223597
  nChanged 247
		SP:Iteration 111Q (136080.000000 sec): 3 clusters
  Score: Raw -2620564.751137 + Penalty 3272.549564 = -2617292.201573
  nChanged 240
		SP:Iteration 112Q (136080.270000 sec): 3 clusters
  Score: Raw -2620640.024291 + Penalty 3272.549564 = -2617367.474727
  nChanged 204
		SP:Iteration 113Q (136080.510000 sec): 3 clusters
  Score: Raw -2620704.420033 + Penalty 3272.549564 = -2617431.870469
  nChanged 195
		SP:Iteration 114Q (136080.790000 sec): 3 clusters
  Score: Raw -2620763.929019 + Penalty 3272.549564 = -2617491.379455
  nChanged 180
		SP:Iteration 115Q (136081.050000 sec): 3 clusters
  Score: Raw -2620817.317660 + Penalty 3272.549564 = -2617544.768095
  nChanged 177
		SP:Iteration 116Q (136081.390000 sec): 3 clusters
  Score: Raw -2620869.390917 + Penalty 3272.549564 = -2617596.841353
  nChanged 182
		SP:Iteration 117Q (136081.670000 sec): 3 clusters
  Score: Raw -2620928.223538 + Penalty 3272.549564 = -2617655.673974
  nChanged 185
		SP:Iteration 118Q (136081.950000 sec): 3 clusters
  Score: Raw -2620995.673180 + Penalty 3272.549564 = -2617723.123616
  nChanged 180
		SP:Iteration 119Q (136082.210000 sec): 3 clusters
  Score: Raw -2621054.984230 + Penalty 3272.549564 = -2617782.434666
  nChanged 154
		SP:Iteration 120F (136082.550000 sec): 3 clusters
  Score: Raw -2621105.579142 + Penalty 3272.549564 = -2617833.029577
  nChanged 143
		SP:Iteration 121Q (136082.830000 sec): 3 clusters
  Score: Raw -2621151.771749 + Penalty 3272.549564 = -2617879.222185
  nChanged 156
		SP:Iteration 122Q (136083.130000 sec): 3 clusters
  Score: Raw -2621206.037135 + Penalty 3272.549564 = -2617933.487571
  nChanged 151
		SP:Iteration 123Q (136083.370000 sec): 3 clusters
  Score: Raw -2621258.507281 + Penalty 3272.549564 = -2617985.957717
  nChanged 138
		SP:Iteration 124Q (136083.650000 sec): 3 clusters
  Score: Raw -2621308.242398 + Penalty 3272.549564 = -2618035.692834
  nChanged 142
		SP:Iteration 125Q (136084.000000 sec): 3 clusters
  Score: Raw -2621357.497548 + Penalty 3272.549564 = -2618084.947983
  nChanged 122
		SP:Iteration 126Q (136084.260000 sec): 3 clusters
  Score: Raw -2621400.544812 + Penalty 3272.549564 = -2618127.995248
  nChanged 121
		SP:Iteration 127Q (136084.530000 sec): 3 clusters
  Score: Raw -2621446.090293 + Penalty 3272.549564 = -2618173.540729
  nChanged 111
		SP:Iteration 128Q (136084.840000 sec): 3 clusters
  Score: Raw -2621480.106685 + Penalty 3272.549564 = -2618207.557121
  nChanged 107
		SP:Iteration 129Q (136085.160000 sec): 3 clusters
  Score: Raw -2621516.807638 + Penalty 3272.549564 = -2618244.258074
  nChanged 94
		SP:Iteration 130Q (136085.440000 sec): 3 clusters
  Score: Raw -2621547.587379 + Penalty 3272.549564 = -2618275.037815
  nChanged 87
		SP:Iteration 131Q (136085.720000 sec): 3 clusters
  Score: Raw -2621576.131845 + Penalty 3272.549564 = -2618303.582281
  nChanged 81
		SP:Iteration 132Q (136085.970000 sec): 3 clusters
  Score: Raw -2621608.890976 + Penalty 3272.549564 = -2618336.341412
  nChanged 81
		SP:Iteration 133Q (136086.260000 sec): 3 clusters
  Score: Raw -2621638.180037 + Penalty 3272.549564 = -2618365.630473
  nChanged 73
		SP:Iteration 134Q (136086.470000 sec): 3 clusters
  Score: Raw -2621663.011537 + Penalty 3272.549564 = -2618390.461973
  nChanged 66
		SP:Iteration 135Q (136086.760000 sec): 3 clusters
  Score: Raw -2621687.486031 + Penalty 3272.549564 = -2618414.936467
  nChanged 70
		SP:Iteration 136Q (136087.100000 sec): 3 clusters
  Score: Raw -2621715.907199 + Penalty 3272.549564 = -2618443.357635
  nChanged 66
		SP:Iteration 137Q (136087.420000 sec): 3 clusters
  Score: Raw -2621741.548996 + Penalty 3272.549564 = -2618468.999432
  nChanged 59
		SP:Iteration 138Q (136087.700000 sec): 3 clusters
  Score: Raw -2621765.122881 + Penalty 3272.549564 = -2618492.573317
  nChanged 52
		SP:Iteration 139Q (136087.970000 sec): 3 clusters
  Score: Raw -2621784.376371 + Penalty 3272.549564 = -2618511.826807
  nChanged 41
		SP:Iteration 140F (136088.310000 sec): 3 clusters
  Score: Raw -2621798.893866 + Penalty 3272.549564 = -2618526.344302
  nChanged 35
		SP:Iteration 141Q (136088.590000 sec): 3 clusters
  Score: Raw -2621809.430350 + Penalty 3272.549564 = -2618536.880786
  nChanged 23
		SP:Iteration 142Q (136088.920000 sec): 3 clusters
  Score: Raw -2621816.904831 + Penalty 3272.549564 = -2618544.355266
  nChanged 20
		SP:Iteration 143Q (136089.220000 sec): 3 clusters
  Score: Raw -2621822.488032 + Penalty 3272.549564 = -2618549.938468
  nChanged 19
		SP:Iteration 144Q (136089.500000 sec): 3 clusters
  Score: Raw -2621827.460560 + Penalty 3272.549564 = -2618554.910996
  nChanged 19
		SP:Iteration 145Q (136089.790000 sec): 3 clusters
  Score: Raw -2621832.619498 + Penalty 3272.549564 = -2618560.069934
  nChanged 9
		SP:Iteration 146Q (136090.050000 sec): 3 clusters
  Score: Raw -2621835.114951 + Penalty 3272.549564 = -2618562.565387
  nChanged 9
		SP:Iteration 147Q (136090.380000 sec): 3 clusters
  Score: Raw -2621837.251709 + Penalty 3272.549564 = -2618564.702145
  nChanged 7
		SP:Iteration 148Q (136090.650000 sec): 3 clusters
  Score: Raw -2621838.948510 + Penalty 3272.549564 = -2618566.398946
  nChanged 12
		SP:Iteration 149Q (136090.940000 sec): 3 clusters
  Score: Raw -2621842.661330 + Penalty 3272.549564 = -2618570.111766
  nChanged 12
		SP:Iteration 150Q (136091.270000 sec): 3 clusters
  Score: Raw -2621845.526163 + Penalty 3272.549564 = -2618572.976599
  nChanged 5
		SP:Iteration 151Q (136091.550000 sec): 3 clusters
  Score: Raw -2621846.880311 + Penalty 3272.549564 = -2618574.330747
  nChanged 3
		SP:Iteration 152Q (136091.810000 sec): 3 clusters
  Score: Raw -2621847.179504 + Penalty 3272.549564 = -2618574.629940
  nChanged 0
		SP:Iteration 153F (136092.170000 sec): 3 clusters
  Score: Raw -2621847.179504 + Penalty 3272.549564 = -2618574.629940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136092.300000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136092.470000 sec): 3 clusters
  Score: Raw -98876.431913 + Penalty 2222.133165 = -96654.298748
  nChanged 281
		SP:Iteration 1F (136092.640000 sec): 3 clusters
  Score: Raw -99143.533728 + Penalty 2222.133165 = -96921.400563
  nChanged 74
		SP:Iteration 2F (136092.790000 sec): 3 clusters
  Score: Raw -99215.868396 + Penalty 2222.133165 = -96993.735231
  nChanged 33
		SP:Iteration 3Q (136092.940000 sec): 3 clusters
  Score: Raw -99255.904184 + Penalty 2222.133165 = -97033.771019
  nChanged 28
		SP:Iteration 4Q (136093.100000 sec): 3 clusters
  Score: Raw -99290.318981 + Penalty 2222.133165 = -97068.185816
  nChanged 22
		SP:Iteration 5Q (136093.250000 sec): 3 clusters
  Score: Raw -99311.968377 + Penalty 2222.133165 = -97089.835212
  nChanged 19
		SP:Iteration 6Q (136093.430000 sec): 3 clusters
  Score: Raw -99337.414222 + Penalty 2222.133165 = -97115.281057
  nChanged 21
		SP:Iteration 7Q (136093.600000 sec): 3 clusters
  Score: Raw -99362.893963 + Penalty 2222.133165 = -97140.760799
  nChanged 18
		SP:Iteration 8Q (136093.780000 sec): 3 clusters
  Score: Raw -99382.681487 + Penalty 2222.133165 = -97160.548322
  nChanged 18
		SP:Iteration 9Q (136093.970000 sec): 3 clusters
  Score: Raw -99396.807615 + Penalty 2222.133165 = -97174.674450
  nChanged 10
		SP:Iteration 10Q (136094.170000 sec): 3 clusters
  Score: Raw -99404.572292 + Penalty 2222.133165 = -97182.439127
  nChanged 5
		SP:Iteration 11Q (136094.320000 sec): 3 clusters
  Score: Raw -99408.276387 + Penalty 2222.133165 = -97186.143222
  nChanged 5
		SP:Iteration 12Q (136094.530000 sec): 3 clusters
  Score: Raw -99411.692033 + Penalty 2222.133165 = -97189.558868
  nChanged 3
		SP:Iteration 13Q (136094.690000 sec): 3 clusters
  Score: Raw -99413.062546 + Penalty 2222.133165 = -97190.929381
  nChanged 2
		SP:Iteration 14Q (136094.880000 sec): 3 clusters
  Score: Raw -99414.281190 + Penalty 2222.133165 = -97192.148025
  nChanged 1
		SP:Iteration 15Q (136095.060000 sec): 3 clusters
  Score: Raw -99415.008890 + Penalty 2222.133165 = -97192.875726
  nChanged 1
		SP:Iteration 16Q (136095.230000 sec): 3 clusters
  Score: Raw -99415.842741 + Penalty 2222.133165 = -97193.709577
  nChanged 1
		SP:Iteration 17Q (136095.450000 sec): 3 clusters
  Score: Raw -99418.593017 + Penalty 2222.133165 = -97196.459852
  nChanged 3
		SP:Iteration 18Q (136095.590000 sec): 3 clusters
  Score: Raw -99422.467147 + Penalty 2222.133165 = -97200.333983
  nChanged 2
		SP:Iteration 19Q (136095.770000 sec): 3 clusters
  Score: Raw -99424.170401 + Penalty 2222.133165 = -97202.037236
  nChanged 2
		SP:Iteration 20F (136095.950000 sec): 3 clusters
  Score: Raw -99425.458232 + Penalty 2222.133165 = -97203.325067
  nChanged 1
		SP:Iteration 21Q (136096.120000 sec): 3 clusters
  Score: Raw -99426.986517 + Penalty 2222.133165 = -97204.853352
  nChanged 0
		SP:Iteration 22F (136096.300000 sec): 3 clusters
  Score: Raw -99426.986517 + Penalty 2222.133165 = -97204.853352
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136096.390000 sec): 2 clusters
  Score: Raw -381382.959017 + Penalty 1325.991332 = -380056.967685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136096.570000 sec): 3 clusters
  Score: Raw -379701.678296 + Penalty 2651.982663 = -377049.695633
  nChanged 1343
		SP:Iteration 1F (136096.740000 sec): 3 clusters
  Score: Raw -380462.467804 + Penalty 2651.982663 = -377810.485140
  nChanged 238
		SP:Iteration 2F (136096.910000 sec): 3 clusters
  Score: Raw -380603.145384 + Penalty 2651.982663 = -377951.162721
  nChanged 171
		SP:Iteration 3Q (136097.070000 sec): 3 clusters
  Score: Raw -380692.760170 + Penalty 2651.982663 = -378040.777507
  nChanged 136
		SP:Iteration 4Q (136097.240000 sec): 3 clusters
  Score: Raw -380761.375899 + Penalty 2651.982663 = -378109.393236
  nChanged 116
		SP:Iteration 5Q (136097.380000 sec): 3 clusters
  Score: Raw -380830.489708 + Penalty 2651.982663 = -378178.507045
  nChanged 110
		SP:Iteration 6Q (136097.550000 sec): 3 clusters
  Score: Raw -380887.988312 + Penalty 2651.982663 = -378236.005649
  nChanged 99
		SP:Iteration 7Q (136097.730000 sec): 3 clusters
  Score: Raw -380942.767643 + Penalty 2651.982663 = -378290.784980
  nChanged 88
		SP:Iteration 8Q (136097.900000 sec): 3 clusters
  Score: Raw -380999.595035 + Penalty 2651.982663 = -378347.612372
  nChanged 94
		SP:Iteration 9Q (136098.080000 sec): 3 clusters
  Score: Raw -381059.732032 + Penalty 2651.982663 = -378407.749369
  nChanged 88
		SP:Iteration 10Q (136098.280000 sec): 3 clusters
  Score: Raw -381104.329164 + Penalty 2651.982663 = -378452.346501
  nChanged 90
		SP:Iteration 11Q (136098.400000 sec): 3 clusters
  Score: Raw -381146.593395 + Penalty 2651.982663 = -378494.610732
  nChanged 88
		SP:Iteration 12Q (136098.600000 sec): 3 clusters
  Score: Raw -381189.190838 + Penalty 2651.982663 = -378537.208175
  nChanged 67
		SP:Iteration 13Q (136098.770000 sec): 3 clusters
  Score: Raw -381220.985942 + Penalty 2651.982663 = -378569.003278
  nChanged 70
		SP:Iteration 14Q (136098.900000 sec): 3 clusters
  Score: Raw -381254.164809 + Penalty 2651.982663 = -378602.182146
  nChanged 64
		SP:Iteration 15Q (136099.070000 sec): 3 clusters
  Score: Raw -381286.520867 + Penalty 2651.982663 = -378634.538203
  nChanged 61
		SP:Iteration 16Q (136099.270000 sec): 3 clusters
  Score: Raw -381320.538695 + Penalty 2651.982663 = -378668.556032
  nChanged 59
		SP:Iteration 17Q (136099.480000 sec): 3 clusters
  Score: Raw -381347.337054 + Penalty 2651.982663 = -378695.354391
  nChanged 43
		SP:Iteration 18Q (136099.690000 sec): 3 clusters
  Score: Raw -381365.847168 + Penalty 2651.982663 = -378713.864505
  nChanged 32
		SP:Iteration 19Q (136099.870000 sec): 3 clusters
  Score: Raw -381380.625132 + Penalty 2651.982663 = -378728.642469
  nChanged 35
		SP:Iteration 20F (136100.030000 sec): 3 clusters
  Score: Raw -381396.086117 + Penalty 2651.982663 = -378744.103454
  nChanged 36
		SP:Iteration 21Q (136100.210000 sec): 3 clusters
  Score: Raw -381412.901820 + Penalty 2651.982663 = -378760.919157
  nChanged 25
		SP:Iteration 22Q (136100.450000 sec): 3 clusters
  Score: Raw -381422.355252 + Penalty 2651.982663 = -378770.372589
  nChanged 24
		SP:Iteration 23Q (136100.630000 sec): 3 clusters
  Score: Raw -381431.147551 + Penalty 2651.982663 = -378779.164888
  nChanged 14
		SP:Iteration 24Q (136100.810000 sec): 3 clusters
  Score: Raw -381436.206227 + Penalty 2651.982663 = -378784.223564
  nChanged 15
		SP:Iteration 25Q (136100.990000 sec): 3 clusters
  Score: Raw -381442.343901 + Penalty 2651.982663 = -378790.361238
  nChanged 21
		SP:Iteration 26Q (136101.190000 sec): 3 clusters
  Score: Raw -381450.585563 + Penalty 2651.982663 = -378798.602900
  nChanged 21
		SP:Iteration 27Q (136101.360000 sec): 3 clusters
  Score: Raw -381462.860032 + Penalty 2651.982663 = -378810.877369
  nChanged 22
		SP:Iteration 28Q (136101.570000 sec): 3 clusters
  Score: Raw -381471.954673 + Penalty 2651.982663 = -378819.972010
  nChanged 16
		SP:Iteration 29Q (136101.720000 sec): 3 clusters
  Score: Raw -381478.235564 + Penalty 2651.982663 = -378826.252901
  nChanged 10
		SP:Iteration 30Q (136101.920000 sec): 3 clusters
  Score: Raw -381482.342730 + Penalty 2651.982663 = -378830.360067
  nChanged 15
		SP:Iteration 31Q (136102.130000 sec): 3 clusters
  Score: Raw -381488.301983 + Penalty 2651.982663 = -378836.319320
  nChanged 16
		SP:Iteration 32Q (136102.290000 sec): 3 clusters
  Score: Raw -381492.816148 + Penalty 2651.982663 = -378840.833485
  nChanged 10
		SP:Iteration 33Q (136102.470000 sec): 3 clusters
  Score: Raw -381497.707108 + Penalty 2651.982663 = -378845.724445
  nChanged 11
		SP:Iteration 34Q (136102.710000 sec): 3 clusters
  Score: Raw -381503.198273 + Penalty 2651.982663 = -378851.215610
  nChanged 11
		SP:Iteration 35Q (136102.880000 sec): 3 clusters
  Score: Raw -381506.178912 + Penalty 2651.982663 = -378854.196249
  nChanged 6
		SP:Iteration 36Q (136103.060000 sec): 3 clusters
  Score: Raw -381507.585128 + Penalty 2651.982663 = -378855.602464
  nChanged 2
		SP:Iteration 37Q (136103.230000 sec): 3 clusters
  Score: Raw -381507.993389 + Penalty 2651.982663 = -378856.010726
  nChanged 1
		SP:Iteration 38Q (136103.430000 sec): 3 clusters
  Score: Raw -381508.277389 + Penalty 2651.982663 = -378856.294726
  nChanged 1
		SP:Iteration 39Q (136103.620000 sec): 3 clusters
  Score: Raw -381508.484383 + Penalty 2651.982663 = -378856.501720
  nChanged 0
		SP:Iteration 40F (136103.790000 sec): 3 clusters
  Score: Raw -381508.484383 + Penalty 2651.982663 = -378856.501720
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (8067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136103.890000 sec): 2 clusters
  Score: Raw -880400.265774 + Penalty 1461.774754 = -878938.491020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136104.130000 sec): 3 clusters
  Score: Raw -875982.705295 + Penalty 2923.549507 = -873059.155788
  nChanged 3411
		SP:Iteration 1F (136104.310000 sec): 3 clusters
  Score: Raw -877881.814259 + Penalty 2923.549507 = -874958.264752
  nChanged 574
		SP:Iteration 2F (136104.490000 sec): 3 clusters
  Score: Raw -878178.149680 + Penalty 2923.549507 = -875254.600173
  nChanged 505
		SP:Iteration 3F (136104.670000 sec): 3 clusters
  Score: Raw -878488.040985 + Penalty 2923.549507 = -875564.491478
  nChanged 514
		SP:Iteration 4F (136104.870000 sec): 3 clusters
  Score: Raw -878809.374524 + Penalty 2923.549507 = -875885.825017
  nChanged 484
		SP:Iteration 5F (136105.030000 sec): 3 clusters
  Score: Raw -879108.311123 + Penalty 2923.549507 = -876184.761615
  nChanged 413
		SP:Iteration 6F (136105.240000 sec): 3 clusters
  Score: Raw -879365.671523 + Penalty 2923.549507 = -876442.122016
  nChanged 363
		SP:Iteration 7Q (136105.450000 sec): 3 clusters
  Score: Raw -879591.305786 + Penalty 2923.549507 = -876667.756279
  nChanged 299
		SP:Iteration 8Q (136105.610000 sec): 3 clusters
  Score: Raw -879760.232967 + Penalty 2923.549507 = -876836.683460
  nChanged 253
		SP:Iteration 9Q (136105.830000 sec): 3 clusters
  Score: Raw -879911.001841 + Penalty 2923.549507 = -876987.452334
  nChanged 217
		SP:Iteration 10Q (136106.050000 sec): 3 clusters
  Score: Raw -880049.853541 + Penalty 2923.549507 = -877126.304034
  nChanged 195
		SP:Iteration 11Q (136106.240000 sec): 3 clusters
  Score: Raw -880181.467140 + Penalty 2923.549507 = -877257.917633
  nChanged 161
		SP:Iteration 12Q (136106.430000 sec): 3 clusters
  Score: Raw -880289.404693 + Penalty 2923.549507 = -877365.855186
  nChanged 130
		SP:Iteration 13Q (136106.670000 sec): 3 clusters
  Score: Raw -880394.423166 + Penalty 2923.549507 = -877470.873659
  nChanged 96
		SP:Iteration 14Q (136106.870000 sec): 3 clusters
  Score: Raw -880471.311733 + Penalty 2923.549507 = -877547.762225
  nChanged 66
		SP:Iteration 15Q (136107.050000 sec): 3 clusters
  Score: Raw -880514.713246 + Penalty 2923.549507 = -877591.163739
  nChanged 57
		SP:Iteration 16Q (136107.240000 sec): 3 clusters
  Score: Raw -880556.357063 + Penalty 2923.549507 = -877632.807556
  nChanged 41
		SP:Iteration 17Q (136107.410000 sec): 3 clusters
  Score: Raw -880588.291151 + Penalty 2923.549507 = -877664.741643
  nChanged 32
		SP:Iteration 18Q (136107.600000 sec): 3 clusters
  Score: Raw -880606.101784 + Penalty 2923.549507 = -877682.552277
  nChanged 33
		SP:Iteration 19Q (136107.810000 sec): 3 clusters
  Score: Raw -880632.851898 + Penalty 2923.549507 = -877709.302390
  nChanged 32
		SP:Iteration 20F (136108.040000 sec): 3 clusters
  Score: Raw -880651.731592 + Penalty 2923.549507 = -877728.182085
  nChanged 20
		SP:Iteration 21Q (136108.200000 sec): 3 clusters
  Score: Raw -880665.037545 + Penalty 2923.549507 = -877741.488037
  nChanged 16
		SP:Iteration 22Q (136108.430000 sec): 3 clusters
  Score: Raw -880673.695798 + Penalty 2923.549507 = -877750.146291
  nChanged 11
		SP:Iteration 23Q (136108.610000 sec): 3 clusters
  Score: Raw -880679.916943 + Penalty 2923.549507 = -877756.367436
  nChanged 7
		SP:Iteration 24Q (136108.830000 sec): 3 clusters
  Score: Raw -880682.934782 + Penalty 2923.549507 = -877759.385275
  nChanged 5
		SP:Iteration 25Q (136109.010000 sec): 3 clusters
  Score: Raw -880685.820323 + Penalty 2923.549507 = -877762.270816
  nChanged 6
		SP:Iteration 26Q (136109.230000 sec): 3 clusters
  Score: Raw -880688.845802 + Penalty 2923.549507 = -877765.296295
  nChanged 2
		SP:Iteration 27Q (136109.410000 sec): 3 clusters
  Score: Raw -880689.918034 + Penalty 2923.549507 = -877766.368527
  nChanged 6
		SP:Iteration 28Q (136109.620000 sec): 3 clusters
  Score: Raw -880693.336079 + Penalty 2923.549507 = -877769.786572
  nChanged 4
		SP:Iteration 29Q (136109.790000 sec): 3 clusters
  Score: Raw -880695.246157 + Penalty 2923.549507 = -877771.696650
  nChanged 6
		SP:Iteration 30Q (136110.030000 sec): 3 clusters
  Score: Raw -880698.643297 + Penalty 2923.549507 = -877775.093790
  nChanged 6
		SP:Iteration 31Q (136110.260000 sec): 3 clusters
  Score: Raw -880701.267803 + Penalty 2923.549507 = -877777.718296
  nChanged 5
		SP:Iteration 32Q (136110.470000 sec): 3 clusters
  Score: Raw -880704.321271 + Penalty 2923.549507 = -877780.771764
  nChanged 3
		SP:Iteration 33Q (136110.670000 sec): 3 clusters
  Score: Raw -880706.104717 + Penalty 2923.549507 = -877782.555210
  nChanged 5
		SP:Iteration 34Q (136110.840000 sec): 3 clusters
  Score: Raw -880708.867303 + Penalty 2923.549507 = -877785.317795
  nChanged 5
		SP:Iteration 35Q (136111.080000 sec): 3 clusters
  Score: Raw -880711.212688 + Penalty 2923.549507 = -877787.663180
  nChanged 5
		SP:Iteration 36Q (136111.230000 sec): 3 clusters
  Score: Raw -880713.634399 + Penalty 2923.549507 = -877790.084892
  nChanged 7
		SP:Iteration 37Q (136111.450000 sec): 3 clusters
  Score: Raw -880716.123335 + Penalty 2923.549507 = -877792.573828
  nChanged 2
		SP:Iteration 38Q (136111.620000 sec): 3 clusters
  Score: Raw -880717.730746 + Penalty 2923.549507 = -877794.181239
  nChanged 2
		SP:Iteration 39Q (136111.800000 sec): 3 clusters
  Score: Raw -880718.905354 + Penalty 2923.549507 = -877795.355846
  nChanged 2
		SP:Iteration 40F (136112.010000 sec): 3 clusters
  Score: Raw -880720.074000 + Penalty 2923.549507 = -877796.524493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136112.130000 sec): 2 clusters
  Score: Raw -408348.503056 + Penalty 1343.460456 = -407005.042600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136112.290000 sec): 3 clusters
  Score: Raw -406384.420216 + Penalty 2686.920911 = -403697.499305
  nChanged 1578
		SP:Iteration 1F (136112.430000 sec): 3 clusters
  Score: Raw -407349.916552 + Penalty 2686.920911 = -404662.995640
  nChanged 346
		SP:Iteration 2F (136112.670000 sec): 3 clusters
  Score: Raw -407618.006304 + Penalty 2686.920911 = -404931.085392
  nChanged 279
		SP:Iteration 3F (136112.870000 sec): 3 clusters
  Score: Raw -407855.721358 + Penalty 2686.920911 = -405168.800446
  nChanged 256
		SP:Iteration 4F (136113.000000 sec): 3 clusters
  Score: Raw -408141.213075 + Penalty 2686.920911 = -405454.292164
  nChanged 262
		SP:Iteration 5F (136113.170000 sec): 3 clusters
  Score: Raw -408421.244327 + Penalty 2686.920911 = -405734.323416
  nChanged 236
		SP:Iteration 6F (136113.340000 sec): 3 clusters
  Score: Raw -408640.682321 + Penalty 2686.920911 = -405953.761410
  nChanged 185
		SP:Iteration 7Q (136113.520000 sec): 3 clusters
  Score: Raw -408776.178240 + Penalty 2686.920911 = -406089.257328
  nChanged 136
		SP:Iteration 8Q (136113.720000 sec): 3 clusters
  Score: Raw -408857.820093 + Penalty 2686.920911 = -406170.899181
  nChanged 91
		SP:Iteration 9Q (136113.890000 sec): 3 clusters
  Score: Raw -408912.129926 + Penalty 2686.920911 = -406225.209015
  nChanged 64
		SP:Iteration 10Q (136114.090000 sec): 3 clusters
  Score: Raw -408944.285985 + Penalty 2686.920911 = -406257.365073
  nChanged 56
		SP:Iteration 11Q (136114.230000 sec): 3 clusters
  Score: Raw -408971.243127 + Penalty 2686.920911 = -406284.322216
  nChanged 43
		SP:Iteration 12Q (136114.450000 sec): 3 clusters
  Score: Raw -408991.330111 + Penalty 2686.920911 = -406304.409200
  nChanged 33
		SP:Iteration 13Q (136114.610000 sec): 3 clusters
  Score: Raw -409003.839359 + Penalty 2686.920911 = -406316.918447
  nChanged 25
		SP:Iteration 14Q (136114.790000 sec): 3 clusters
  Score: Raw -409013.151548 + Penalty 2686.920911 = -406326.230636
  nChanged 22
		SP:Iteration 15Q (136114.980000 sec): 3 clusters
  Score: Raw -409022.338008 + Penalty 2686.920911 = -406335.417097
  nChanged 17
		SP:Iteration 16Q (136115.140000 sec): 3 clusters
  Score: Raw -409028.165838 + Penalty 2686.920911 = -406341.244926
  nChanged 15
		SP:Iteration 17Q (136115.330000 sec): 3 clusters
  Score: Raw -409032.839781 + Penalty 2686.920911 = -406345.918870
  nChanged 13
		SP:Iteration 18Q (136115.570000 sec): 3 clusters
  Score: Raw -409036.808005 + Penalty 2686.920911 = -406349.887094
  nChanged 12
		SP:Iteration 19Q (136115.730000 sec): 3 clusters
  Score: Raw -409040.044535 + Penalty 2686.920911 = -406353.123624
  nChanged 12
		SP:Iteration 20F (136115.880000 sec): 3 clusters
  Score: Raw -409043.720718 + Penalty 2686.920911 = -406356.799807
  nChanged 11
		SP:Iteration 21Q (136116.040000 sec): 3 clusters
  Score: Raw -409046.277018 + Penalty 2686.920911 = -406359.356107
  nChanged 7
		SP:Iteration 22Q (136116.250000 sec): 3 clusters
  Score: Raw -409048.511268 + Penalty 2686.920911 = -406361.590357
  nChanged 6
		SP:Iteration 23Q (136116.370000 sec): 3 clusters
  Score: Raw -409050.073902 + Penalty 2686.920911 = -406363.152991
  nChanged 4
		SP:Iteration 24Q (136116.550000 sec): 3 clusters
  Score: Raw -409051.218524 + Penalty 2686.920911 = -406364.297613
  nChanged 6
		SP:Iteration 25Q (136116.750000 sec): 3 clusters
  Score: Raw -409052.515290 + Penalty 2686.920911 = -406365.594378
  nChanged 3
		SP:Iteration 26Q (136116.900000 sec): 3 clusters
  Score: Raw -409053.124262 + Penalty 2686.920911 = -406366.203351
  nChanged 2
		SP:Iteration 27Q (136117.140000 sec): 3 clusters
  Score: Raw -409054.002139 + Penalty 2686.920911 = -406367.081228
  nChanged 4
		SP:Iteration 28Q (136117.340000 sec): 3 clusters
  Score: Raw -409056.030193 + Penalty 2686.920911 = -406369.109282
  nChanged 4
		SP:Iteration 29Q (136117.440000 sec): 3 clusters
  Score: Raw -409057.130826 + Penalty 2686.920911 = -406370.209915
  nChanged 3
		SP:Iteration 30Q (136117.630000 sec): 3 clusters
  Score: Raw -409057.867518 + Penalty 2686.920911 = -406370.946607
  nChanged 2
		SP:Iteration 31Q (136117.810000 sec): 3 clusters
  Score: Raw -409058.074136 + Penalty 2686.920911 = -406371.153225
  nChanged 0
		SP:Iteration 32F (136117.990000 sec): 3 clusters
  Score: Raw -409058.074136 + Penalty 2686.920911 = -406371.153225
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136118.360000 sec): 2 clusters
  Score: Raw -5355734.314293 + Penalty 1754.702043 = -5353979.612250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136118.770000 sec): 3 clusters
  Score: Raw -5324691.580384 + Penalty 3509.404087 = -5321182.176297
  nChanged 22958
		SP:Iteration 1F (136119.170000 sec): 3 clusters
  Score: Raw -5337904.859779 + Penalty 3509.404087 = -5334395.455692
  nChanged 2264
		SP:Iteration 2Q (136119.610000 sec): 3 clusters
  Score: Raw -5338836.166765 + Penalty 3509.404087 = -5335326.762678
  nChanged 2446
		SP:Iteration 3Q (136120.020000 sec): 3 clusters
  Score: Raw -5339993.167944 + Penalty 3509.404087 = -5336483.763857
  nChanged 2575
		SP:Iteration 4F (136120.510000 sec): 3 clusters
  Score: Raw -5341341.912316 + Penalty 3509.404087 = -5337832.508229
  nChanged 2658
		SP:Iteration 5F (136120.920000 sec): 3 clusters
  Score: Raw -5342837.436244 + Penalty 3509.404087 = -5339328.032157
  nChanged 2743
		SP:Iteration 6F (136121.400000 sec): 3 clusters
  Score: Raw -5344472.921235 + Penalty 3509.404087 = -5340963.517148
  nChanged 2695
		SP:Iteration 7F (136121.850000 sec): 3 clusters
  Score: Raw -5346152.675123 + Penalty 3509.404087 = -5342643.271036
  nChanged 2494
		SP:Iteration 8F (136122.350000 sec): 3 clusters
  Score: Raw -5347653.594068 + Penalty 3509.404087 = -5344144.189981
  nChanged 2225
		SP:Iteration 9Q (136122.870000 sec): 3 clusters
  Score: Raw -5348969.103551 + Penalty 3509.404087 = -5345459.699464
  nChanged 2031
		SP:Iteration 10Q (136123.350000 sec): 3 clusters
  Score: Raw -5350193.580373 + Penalty 3509.404087 = -5346684.176286
  nChanged 1867
		SP:Iteration 11Q (136123.780000 sec): 3 clusters
  Score: Raw -5351295.602851 + Penalty 3509.404087 = -5347786.198764
  nChanged 1714
		SP:Iteration 12Q (136124.270000 sec): 3 clusters
  Score: Raw -5352260.825601 + Penalty 3509.404087 = -5348751.421514
  nChanged 1580
		SP:Iteration 13Q (136124.770000 sec): 3 clusters
  Score: Raw -5353148.414947 + Penalty 3509.404087 = -5349639.010860
  nChanged 1290
		SP:Iteration 14Q (136125.230000 sec): 3 clusters
  Score: Raw -5353805.751353 + Penalty 3509.404087 = -5350296.347266
  nChanged 1085
		SP:Iteration 15Q (136125.650000 sec): 3 clusters
  Score: Raw -5354343.047780 + Penalty 3509.404087 = -5350833.643693
  nChanged 964
		SP:Iteration 16Q (136126.070000 sec): 3 clusters
  Score: Raw -5354808.161264 + Penalty 3509.404087 = -5351298.757177
  nChanged 765
		SP:Iteration 17Q (136126.490000 sec): 3 clusters
  Score: Raw -5355144.675525 + Penalty 3509.404087 = -5351635.271438
  nChanged 593
		SP:Iteration 18Q (136126.910000 sec): 3 clusters
  Score: Raw -5355398.191572 + Penalty 3509.404087 = -5351888.787485
  nChanged 499
		SP:Iteration 19Q (136127.310000 sec): 3 clusters
  Score: Raw -5355609.717473 + Penalty 3509.404087 = -5352100.313386
  nChanged 379
		SP:Iteration 20F (136127.750000 sec): 3 clusters
  Score: Raw -5355764.824397 + Penalty 3509.404087 = -5352255.420310
  nChanged 299
		SP:Iteration 21Q (136128.110000 sec): 3 clusters
  Score: Raw -5355905.126388 + Penalty 3509.404087 = -5352395.722301
  nChanged 238
		SP:Iteration 22Q (136128.520000 sec): 3 clusters
  Score: Raw -5356009.163679 + Penalty 3509.404087 = -5352499.759592
  nChanged 201
		SP:Iteration 23Q (136128.870000 sec): 3 clusters
  Score: Raw -5356095.479183 + Penalty 3509.404087 = -5352586.075096
  nChanged 148
		SP:Iteration 24Q (136129.200000 sec): 3 clusters
  Score: Raw -5356158.551194 + Penalty 3509.404087 = -5352649.147107
  nChanged 127
		SP:Iteration 25Q (136129.610000 sec): 3 clusters
  Score: Raw -5356205.059166 + Penalty 3509.404087 = -5352695.655079
  nChanged 91
		SP:Iteration 26Q (136129.970000 sec): 3 clusters
  Score: Raw -5356232.686166 + Penalty 3509.404087 = -5352723.282079
  nChanged 73
		SP:Iteration 27Q (136130.290000 sec): 3 clusters
  Score: Raw -5356257.018950 + Penalty 3509.404087 = -5352747.614863
  nChanged 54
		SP:Iteration 28Q (136130.620000 sec): 3 clusters
  Score: Raw -5356271.613852 + Penalty 3509.404087 = -5352762.209765
  nChanged 48
		SP:Iteration 29Q (136131.000000 sec): 3 clusters
  Score: Raw -5356285.216269 + Penalty 3509.404087 = -5352775.812182
  nChanged 49
		SP:Iteration 30Q (136131.300000 sec): 3 clusters
  Score: Raw -5356298.952380 + Penalty 3509.404087 = -5352789.548293
  nChanged 31
		SP:Iteration 31Q (136131.670000 sec): 3 clusters
  Score: Raw -5356307.242359 + Penalty 3509.404087 = -5352797.838272
  nChanged 25
		SP:Iteration 32Q (136132.040000 sec): 3 clusters
  Score: Raw -5356314.963540 + Penalty 3509.404087 = -5352805.559453
  nChanged 25
		SP:Iteration 33Q (136132.390000 sec): 3 clusters
  Score: Raw -5356321.798669 + Penalty 3509.404087 = -5352812.394582
  nChanged 26
		SP:Iteration 34Q (136132.770000 sec): 3 clusters
  Score: Raw -5356329.134518 + Penalty 3509.404087 = -5352819.730431
  nChanged 24
		SP:Iteration 35Q (136133.120000 sec): 3 clusters
  Score: Raw -5356335.069915 + Penalty 3509.404087 = -5352825.665828
  nChanged 21
		SP:Iteration 36Q (136133.490000 sec): 3 clusters
  Score: Raw -5356339.788705 + Penalty 3509.404087 = -5352830.384618
  nChanged 20
		SP:Iteration 37Q (136133.800000 sec): 3 clusters
  Score: Raw -5356344.712428 + Penalty 3509.404087 = -5352835.308341
  nChanged 27
		SP:Iteration 38Q (136134.140000 sec): 3 clusters
  Score: Raw -5356351.041302 + Penalty 3509.404087 = -5352841.637215
  nChanged 19
		SP:Iteration 39Q (136134.490000 sec): 3 clusters
  Score: Raw -5356355.272041 + Penalty 3509.404087 = -5352845.867954
  nChanged 17
		SP:Iteration 40F (136134.860000 sec): 3 clusters
  Score: Raw -5356358.471927 + Penalty 3509.404087 = -5352849.067840
  nChanged 10
		SP:Iteration 41Q (136135.170000 sec): 3 clusters
  Score: Raw -5356360.509662 + Penalty 3509.404087 = -5352851.105575
  nChanged 5
		SP:Iteration 42Q (136135.570000 sec): 3 clusters
  Score: Raw -5356361.658203 + Penalty 3509.404087 = -5352852.254116
  nChanged 4
		SP:Iteration 43Q (136135.950000 sec): 3 clusters
  Score: Raw -5356362.429198 + Penalty 3509.404087 = -5352853.025111
  nChanged 5
		SP:Iteration 44Q (136136.290000 sec): 3 clusters
  Score: Raw -5356363.732303 + Penalty 3509.404087 = -5352854.328216
  nChanged 6
		SP:Iteration 45Q (136136.730000 sec): 3 clusters
  Score: Raw -5356364.929300 + Penalty 3509.404087 = -5352855.525213
  nChanged 6
		SP:Iteration 46Q (136137.120000 sec): 3 clusters
  Score: Raw -5356366.240332 + Penalty 3509.404087 = -5352856.836245
  nChanged 8
		SP:Iteration 47Q (136137.530000 sec): 3 clusters
  Score: Raw -5356368.622454 + Penalty 3509.404087 = -5352859.218367
  nChanged 11
		SP:Iteration 48Q (136137.910000 sec): 3 clusters
  Score: Raw -5356370.887540 + Penalty 3509.404087 = -5352861.483453
  nChanged 8
		SP:Iteration 49Q (136138.330000 sec): 3 clusters
  Score: Raw -5356372.967644 + Penalty 3509.404087 = -5352863.563557
  nChanged 12
		SP:Iteration 50Q (136138.670000 sec): 3 clusters
  Score: Raw -5356376.522221 + Penalty 3509.404087 = -5352867.118134
  nChanged 4
		SP:Iteration 51Q (136139.030000 sec): 3 clusters
  Score: Raw -5356377.248078 + Penalty 3509.404087 = -5352867.843991
  nChanged 3
		SP:Iteration 52Q (136139.370000 sec): 3 clusters
  Score: Raw -5356378.037358 + Penalty 3509.404087 = -5352868.633271
  nChanged 4
		SP:Iteration 53Q (136139.750000 sec): 3 clusters
  Score: Raw -5356378.952488 + Penalty 3509.404087 = -5352869.548401
  nChanged 6
		SP:Iteration 54Q (136140.080000 sec): 3 clusters
  Score: Raw -5356380.660544 + Penalty 3509.404087 = -5352871.256457
  nChanged 8
		SP:Iteration 55Q (136140.450000 sec): 3 clusters
  Score: Raw -5356382.332219 + Penalty 3509.404087 = -5352872.928132
  nChanged 5
		SP:Iteration 56Q (136140.860000 sec): 3 clusters
  Score: Raw -5356383.195608 + Penalty 3509.404087 = -5352873.791521
  nChanged 5
		SP:Iteration 57Q (136141.220000 sec): 3 clusters
  Score: Raw -5356384.140109 + Penalty 3509.404087 = -5352874.736022
  nChanged 3
		SP:Iteration 58Q (136141.550000 sec): 3 clusters
  Score: Raw -5356384.600411 + Penalty 3509.404087 = -5352875.196324
  nChanged 2
		SP:Iteration 59Q (136141.930000 sec): 3 clusters
  Score: Raw -5356384.847736 + Penalty 3509.404087 = -5352875.443649
  nChanged 0
		SP:Iteration 60F (136142.410000 sec): 3 clusters
  Score: Raw -5356384.847736 + Penalty 3509.404087 = -5352875.443649
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136142.530000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136142.750000 sec): 3 clusters
  Score: Raw -22415.821585 + Penalty 1748.466640 = -20667.354945
  nChanged 25
		SP:Iteration 1F (136142.890000 sec): 3 clusters
  Score: Raw -22485.760697 + Penalty 1748.466640 = -20737.294057
  nChanged 9
		SP:Iteration 2Q (136143.080000 sec): 3 clusters
  Score: Raw -22530.230711 + Penalty 1748.466640 = -20781.764071
  nChanged 4
		SP:Iteration 3Q (136143.240000 sec): 3 clusters
  Score: Raw -22552.269152 + Penalty 1748.466640 = -20803.802512
  nChanged 2
		SP:Iteration 4Q (136143.420000 sec): 3 clusters
  Score: Raw -22558.908038 + Penalty 1748.466640 = -20810.441398
  nChanged 2
		SP:Iteration 5Q (136143.590000 sec): 3 clusters
  Score: Raw -22564.927304 + Penalty 1748.466640 = -20816.460664
  nChanged 1
		SP:Iteration 6Q (136143.760000 sec): 3 clusters
  Score: Raw -22568.404203 + Penalty 1748.466640 = -20819.937563
  nChanged 0
		SP:Iteration 7F (136143.950000 sec): 3 clusters
  Score: Raw -22568.404203 + Penalty 1748.466640 = -20819.937563
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136144.030000 sec): 2 clusters
  Score: Raw -351580.124055 + Penalty 1319.402271 = -350260.721784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136144.210000 sec): 3 clusters
  Score: Raw -349955.357809 + Penalty 2638.804542 = -347316.553267
  nChanged 1290
		SP:Iteration 1F (136144.430000 sec): 3 clusters
  Score: Raw -350862.485104 + Penalty 2638.804542 = -348223.680563
  nChanged 325
		SP:Iteration 2F (136144.610000 sec): 3 clusters
  Score: Raw -351248.086009 + Penalty 2638.804542 = -348609.281467
  nChanged 292
		SP:Iteration 3F (136144.790000 sec): 3 clusters
  Score: Raw -351546.738285 + Penalty 2638.804542 = -348907.933744
  nChanged 232
		SP:Iteration 4F (136144.960000 sec): 3 clusters
  Score: Raw -351737.597715 + Penalty 2638.804542 = -349098.793174
  nChanged 159
		SP:Iteration 5Q (136145.170000 sec): 3 clusters
  Score: Raw -351861.480675 + Penalty 2638.804542 = -349222.676133
  nChanged 136
		SP:Iteration 6Q (136145.370000 sec): 3 clusters
  Score: Raw -351956.539865 + Penalty 2638.804542 = -349317.735323
  nChanged 88
		SP:Iteration 7Q (136145.550000 sec): 3 clusters
  Score: Raw -352011.262061 + Penalty 2638.804542 = -349372.457520
  nChanged 73
		SP:Iteration 8Q (136145.720000 sec): 3 clusters
  Score: Raw -352064.893910 + Penalty 2638.804542 = -349426.089368
  nChanged 58
		SP:Iteration 9Q (136145.900000 sec): 3 clusters
  Score: Raw -352099.431454 + Penalty 2638.804542 = -349460.626913
  nChanged 37
		SP:Iteration 10Q (136146.080000 sec): 3 clusters
  Score: Raw -352118.090042 + Penalty 2638.804542 = -349479.285500
  nChanged 26
		SP:Iteration 11Q (136146.280000 sec): 3 clusters
  Score: Raw -352132.658245 + Penalty 2638.804542 = -349493.853703
  nChanged 18
		SP:Iteration 12Q (136146.470000 sec): 3 clusters
  Score: Raw -352142.116067 + Penalty 2638.804542 = -349503.311525
  nChanged 12
		SP:Iteration 13Q (136146.650000 sec): 3 clusters
  Score: Raw -352147.137291 + Penalty 2638.804542 = -349508.332749
  nChanged 8
		SP:Iteration 14Q (136146.860000 sec): 3 clusters
  Score: Raw -352150.875020 + Penalty 2638.804542 = -349512.070478
  nChanged 9
		SP:Iteration 15Q (136147.020000 sec): 3 clusters
  Score: Raw -352154.613809 + Penalty 2638.804542 = -349515.809267
  nChanged 6
		SP:Iteration 16Q (136147.210000 sec): 3 clusters
  Score: Raw -352158.212304 + Penalty 2638.804542 = -349519.407762
  nChanged 5
		SP:Iteration 17Q (136147.400000 sec): 3 clusters
  Score: Raw -352160.135328 + Penalty 2638.804542 = -349521.330787
  nChanged 4
		SP:Iteration 18Q (136147.570000 sec): 3 clusters
  Score: Raw -352161.197512 + Penalty 2638.804542 = -349522.392971
  nChanged 3
		SP:Iteration 19Q (136147.740000 sec): 3 clusters
  Score: Raw -352162.574974 + Penalty 2638.804542 = -349523.770432
  nChanged 7
		SP:Iteration 20F (136147.900000 sec): 3 clusters
  Score: Raw -352165.090770 + Penalty 2638.804542 = -349526.286228
  nChanged 7
		SP:Iteration 21Q (136148.040000 sec): 3 clusters
  Score: Raw -352169.558498 + Penalty 2638.804542 = -349530.753956
  nChanged 7
		SP:Iteration 22Q (136148.240000 sec): 3 clusters
  Score: Raw -352173.431388 + Penalty 2638.804542 = -349534.626846
  nChanged 6
		SP:Iteration 23Q (136148.410000 sec): 3 clusters
  Score: Raw -352175.951027 + Penalty 2638.804542 = -349537.146486
  nChanged 2
		SP:Iteration 24Q (136148.580000 sec): 3 clusters
  Score: Raw -352177.015024 + Penalty 2638.804542 = -349538.210483
  nChanged 3
		SP:Iteration 25Q (136148.730000 sec): 3 clusters
  Score: Raw -352178.115931 + Penalty 2638.804542 = -349539.311390
  nChanged 3
		SP:Iteration 26Q (136148.960000 sec): 3 clusters
  Score: Raw -352179.210490 + Penalty 2638.804542 = -349540.405948
  nChanged 1
		SP:Iteration 27Q (136149.150000 sec): 3 clusters
  Score: Raw -352179.407611 + Penalty 2638.804542 = -349540.603069
  nChanged 0
		SP:Iteration 28F (136149.320000 sec): 3 clusters
  Score: Raw -352179.407611 + Penalty 2638.804542 = -349540.603069
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (1888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136149.430000 sec): 2 clusters
  Score: Raw -180129.505625 + Penalty 1225.781919 = -178903.723706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136149.590000 sec): 3 clusters
  Score: Raw -179327.401722 + Penalty 2451.563838 = -176875.837884
  nChanged 676
		SP:Iteration 1F (136149.750000 sec): 3 clusters
  Score: Raw -179910.205274 + Penalty 2451.563838 = -177458.641437
  nChanged 174
		SP:Iteration 2F (136149.850000 sec): 3 clusters
  Score: Raw -180100.775834 + Penalty 2451.563838 = -177649.211996
  nChanged 114
		SP:Iteration 3F (136150.010000 sec): 3 clusters
  Score: Raw -180229.142274 + Penalty 2451.563838 = -177777.578436
  nChanged 100
		SP:Iteration 4F (136150.180000 sec): 3 clusters
  Score: Raw -180322.311324 + Penalty 2451.563838 = -177870.747486
  nChanged 77
		SP:Iteration 5Q (136150.380000 sec): 3 clusters
  Score: Raw -180394.210204 + Penalty 2451.563838 = -177942.646367
  nChanged 59
		SP:Iteration 6Q (136150.530000 sec): 3 clusters
  Score: Raw -180456.058154 + Penalty 2451.563838 = -178004.494316
  nChanged 57
		SP:Iteration 7Q (136150.700000 sec): 3 clusters
  Score: Raw -180521.407749 + Penalty 2451.563838 = -178069.843911
  nChanged 41
		SP:Iteration 8Q (136150.900000 sec): 3 clusters
  Score: Raw -180558.558871 + Penalty 2451.563838 = -178106.995033
  nChanged 31
		SP:Iteration 9Q (136151.040000 sec): 3 clusters
  Score: Raw -180605.861453 + Penalty 2451.563838 = -178154.297616
  nChanged 34
		SP:Iteration 10Q (136151.220000 sec): 3 clusters
  Score: Raw -180671.695347 + Penalty 2451.563838 = -178220.131509
  nChanged 35
		SP:Iteration 11Q (136151.400000 sec): 3 clusters
  Score: Raw -180729.768706 + Penalty 2451.563838 = -178278.204868
  nChanged 32
		SP:Iteration 12Q (136151.580000 sec): 3 clusters
  Score: Raw -180752.812659 + Penalty 2451.563838 = -178301.248822
  nChanged 18
		SP:Iteration 13Q (136151.780000 sec): 3 clusters
  Score: Raw -180762.734118 + Penalty 2451.563838 = -178311.170280
  nChanged 13
		SP:Iteration 14Q (136151.940000 sec): 3 clusters
  Score: Raw -180768.118131 + Penalty 2451.563838 = -178316.554294
  nChanged 8
		SP:Iteration 15Q (136152.140000 sec): 3 clusters
  Score: Raw -180772.787853 + Penalty 2451.563838 = -178321.224015
  nChanged 9
		SP:Iteration 16Q (136152.280000 sec): 3 clusters
  Score: Raw -180777.511930 + Penalty 2451.563838 = -178325.948092
  nChanged 5
		SP:Iteration 17Q (136152.440000 sec): 3 clusters
  Score: Raw -180780.706753 + Penalty 2451.563838 = -178329.142915
  nChanged 5
		SP:Iteration 18Q (136152.620000 sec): 3 clusters
  Score: Raw -180782.297556 + Penalty 2451.563838 = -178330.733718
  nChanged 4
		SP:Iteration 19Q (136152.820000 sec): 3 clusters
  Score: Raw -180784.209702 + Penalty 2451.563838 = -178332.645864
  nChanged 6
		SP:Iteration 20F (136152.970000 sec): 3 clusters
  Score: Raw -180788.364355 + Penalty 2451.563838 = -178336.800517
  nChanged 5
		SP:Iteration 21Q (136153.100000 sec): 3 clusters
  Score: Raw -180791.563267 + Penalty 2451.563838 = -178339.999430
  nChanged 10
		SP:Iteration 22Q (136153.270000 sec): 3 clusters
  Score: Raw -180797.843475 + Penalty 2451.563838 = -178346.279637
  nChanged 3
		SP:Iteration 23Q (136153.470000 sec): 3 clusters
  Score: Raw -180800.719429 + Penalty 2451.563838 = -178349.155591
  nChanged 2
		SP:Iteration 24Q (136153.660000 sec): 3 clusters
  Score: Raw -180801.943546 + Penalty 2451.563838 = -178350.379709
  nChanged 2
		SP:Iteration 25Q (136153.840000 sec): 3 clusters
  Score: Raw -180802.993407 + Penalty 2451.563838 = -178351.429569
  nChanged 3
		SP:Iteration 26Q (136154.000000 sec): 3 clusters
  Score: Raw -180804.898993 + Penalty 2451.563838 = -178353.335155
  nChanged 2
		SP:Iteration 27Q (136154.130000 sec): 3 clusters
  Score: Raw -180806.484858 + Penalty 2451.563838 = -178354.921021
  nChanged 3
		SP:Iteration 28Q (136154.280000 sec): 3 clusters
  Score: Raw -180808.198598 + Penalty 2451.563838 = -178356.634760
  nChanged 1
		SP:Iteration 29Q (136154.420000 sec): 3 clusters
  Score: Raw -180808.812083 + Penalty 2451.563838 = -178357.248245
  nChanged 1
		SP:Iteration 30Q (136154.580000 sec): 3 clusters
  Score: Raw -180811.297860 + Penalty 2451.563838 = -178359.734022
  nChanged 1
		SP:Iteration 31Q (136154.790000 sec): 3 clusters
  Score: Raw -180811.634519 + Penalty 2451.563838 = -178360.070682
  nChanged 1
		SP:Iteration 32Q (136154.930000 sec): 3 clusters
  Score: Raw -180811.943386 + Penalty 2451.563838 = -178360.379549
  nChanged 0
		SP:Iteration 33F (136155.100000 sec): 3 clusters
  Score: Raw -180811.943386 + Penalty 2451.563838 = -178360.379549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 80 (4111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (136155.250000 sec): 2 clusters
  Score: Raw -463928.727828 + Penalty 1352.231008 = -462576.496820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (136155.420000 sec): 3 clusters
  Score: Raw -461855.024125 + Penalty 2704.462016 = -459150.562109
  nChanged 1606
		SP:Iteration 1F (136155.590000 sec): 3 clusters
  Score: Raw -462714.390586 + Penalty 2704.462016 = -460009.928570
  nChanged 276
		SP:Iteration 2F (136155.750000 sec): 3 clusters
  Score: Raw -462842.669689 + Penalty 2704.462016 = -460138.207673
  nChanged 168
		SP:Iteration 3Q (136155.930000 sec): 3 clusters
  Score: Raw -462920.319930 + Penalty 2704.462016 = -460215.857914
  nChanged 141
		SP:Iteration 4Q (136156.100000 sec): 3 clusters
  Score: Raw -462977.854151 + Penalty 2704.462016 = -460273.392135
  nChanged 113
		SP:Iteration 5Q (136156.240000 sec): 3 clusters
  Score: Raw -463028.991718 + Penalty 2704.462016 = -460324.529703
  nChanged 112
		SP:Iteration 6Q (136156.470000 sec): 3 clusters
  Score: Raw -463076.579631 + Penalty 2704.462016 = -460372.117615
  nChanged 119
		SP:Iteration 7Q (136156.670000 sec): 3 clusters
  Score: Raw -463135.943776 + Penalty 2704.462016 = -460431.481760
  nChanged 121
		SP:Iteration 8Q (136156.800000 sec): 3 clusters
  Score: Raw -463190.984676 + Penalty 2704.462016 = -460486.522660
  nChanged 101
		SP:Iteration 9Q (136157.020000 sec): 3 clusters
  Score: Raw -463243.946395 + Penalty 2704.462016 = -460539.484379
  nChanged 127
		SP:Iteration 10Q (136157.170000 sec): 3 clusters
  Score: Raw -463306.519445 + Penalty 2704.462016 = -460602.057429
  nChanged 121
		SP:Iteration 11Q (136157.410000 sec): 3 clusters
  Score: Raw -463365.781273 + Penalty 2704.462016 = -460661.319257
  nChanged 104
		SP:Iteration 12Q (136157.580000 sec): 3 clusters
  Score: Raw -463420.323906 + Penalty 2704.462016 = -460715.861890
  nChanged 98
		SP:Iteration 13Q (136157.760000 sec): 3 clusters
  Score: Raw -463467.494202 + Penalty 2704.462016 = -460763.032186
  nChanged 90
		SP:Iteration 14Q (136157.930000 sec): 3 clusters
  Score: Raw -463515.648240 + Penalty 2704.462016 = -460811.186224
  nChanged 83
		SP:Iteration 15Q (136158.130000 sec): 3 clusters
  Score: Raw -463551.354076 + Penalty 2704.462016 = -460846.892060
  nChanged 75
		SP:Iteration 16Q (136158.310000 sec): 3 clusters
  Score: Raw -463586.767385 + Penalty 2704.462016 = -460882.305370
  nChanged 67
		SP:Iteration 17Q (136158.560000 sec): 3 clusters
  Score: Raw -463620.655033 + Penalty 2704.462016 = -460916.193017
  nChanged 70
		SP:Iteration 18Q (136158.730000 sec): 3 clusters
  Score: Raw -463658.633419 + Penalty 2704.462016 = -460954.171404
  nChanged 70
		SP:Iteration 19Q (136158.910000 sec): 3 clusters
  Score: Raw -463697.936698 + Penalty 2704.462016 = -460993.474683
  nChanged 62
		SP:Iteration 20F (136159.110000 sec): 3 clusters
  Score: Raw -463732.449868 + Penalty 2704.462016 = -461027.987852
  nChanged 54
		SP:Iteration 21Q (136159.320000 sec): 3 clusters
  Score: Raw -463765.509667 + Penalty 2704.462016 = -461061.047652
  nChanged 40
		SP:Iteration 22Q (136159.500000 sec): 3 clusters
  Score: Raw -463793.633320 + Penalty 2704.462016 = -461089.171305
  nChanged 35
		SP:Iteration 23Q (136159.720000 sec): 3 clusters
  Score: Raw -463815.220001 + Penalty 2704.462016 = -461110.757985
  nChanged 35
		SP:Iteration 24Q (136159.920000 sec): 3 clusters
  Score: Raw -463835.147383 + Penalty 2704.462016 = -461130.685367
  nChanged 21
		SP:Iteration 25Q (136160.110000 sec): 3 clusters
  Score: Raw -463844.703467 + Penalty 2704.462016 = -461140.241452
  nChanged 22
		SP:Iteration 26Q (136160.280000 sec): 3 clusters
  Score: Raw -463858.404196 + Penalty 2704.462016 = -461153.942180
  nChanged 27
		SP:Iteration 27Q (136160.480000 sec): 3 clusters
  Score: Raw -463875.176272 + Penalty 2704.462016 = -461170.714257
  nChanged 20
		SP:Iteration 28Q (136160.700000 sec): 3 clusters
  Score: Raw -463887.553553 + Penalty 2704.462016 = -461183.091538
  nChanged 23
		SP:Iteration 29Q (136160.860000 sec): 3 clusters
  Score: Raw -463906.887947 + Penalty 2704.462016 = -461202.425931
  nChanged 26
		SP:Iteration 30Q (136161.040000 sec): 3 clusters
  Score: Raw -463922.844759 + Penalty 2704.462016 = -461218.382743
  nChanged 18
		SP:Iteration 31Q (136161.260000 sec): 3 clusters
  Score: Raw -463939.694589 + Penalty 2704.462016 = -461235.232573
  nChanged 23
		SP:Iteration 32Q (136161.440000 sec): 3 clusters
  Score: Raw -463957.119099 + Penalty 2704.462016 = -461252.657083
  nChanged 20
		SP:Iteration 33Q (136161.640000 sec): 3 clusters
  Score: Raw -463970.396771 + Penalty 2704.462016 = -461265.934755
  nChanged 13
		SP:Iteration 34Q (136161.810000 sec): 3 clusters
  Score: Raw -463981.096040 + Penalty 2704.462016 = -461276.634024
  nChanged 14
		SP:Iteration 35Q (136161.990000 sec): 3 clusters
  Score: Raw -463988.948994 + Penalty 2704.462016 = -461284.486979
  nChanged 8
		SP:Iteration 36Q (136162.180000 sec): 3 clusters
  Score: Raw -463995.569444 + Penalty 2704.462016 = -461291.107428
  nChanged 6
		SP:Iteration 37Q (136162.400000 sec): 3 clusters
  Score: Raw -463998.345429 + Penalty 2704.462016 = -461293.883413
  nChanged 6
		SP:Iteration 38Q (136162.560000 sec): 3 clusters
  Score: Raw -464002.595142 + Penalty 2704.462016 = -461298.133126
  nChanged 10
		SP:Iteration 39Q (136162.740000 sec): 3 clusters
  Score: Raw -464007.782381 + Penalty 2704.462016 = -461303.320365
  nChanged 11
		SP:Iteration 40F (136162.920000 sec): 3 clusters
  Score: Raw -464015.089260 + Penalty 2704.462016 = -461310.627244
  nChanged 10
		SP:Iteration 41Q (136163.070000 sec): 3 clusters
  Score: Raw -464022.528798 + Penalty 2704.462016 = -461318.066782
  nChanged 4
		SP:Iteration 42Q (136163.270000 sec): 3 clusters
  Score: Raw -464023.967015 + Penalty 2704.462016 = -461319.505000
  nChanged 3
		SP:Iteration 43Q (136163.470000 sec): 3 clusters
  Score: Raw -464024.717204 + Penalty 2704.462016 = -461320.255188
  nChanged 1
		SP:Iteration 44Q (136163.690000 sec): 3 clusters
  Score: Raw -464025.145807 + Penalty 2704.462016 = -461320.683791
  nChanged 1
		SP:Iteration 45Q (136163.840000 sec): 3 clusters
  Score: Raw -464025.834758 + Penalty 2704.462016 = -461321.372742
  nChanged 2
		SP:Iteration 46Q (136164.020000 sec): 3 clusters
  Score: Raw -464027.106033 + Penalty 2704.462016 = -461322.644017
  nChanged 1
		SP:Iteration 47Q (136164.200000 sec): 3 clusters
  Score: Raw -464027.857731 + Penalty 2704.462016 = -461323.395716
  nChanged 2
		SP:Iteration 48Q (136164.380000 sec): 3 clusters
  Score: Raw -464029.123465 + Penalty 2704.462016 = -461324.661449
  nChanged 4
		SP:Iteration 49Q (136164.530000 sec): 3 clusters
  Score: Raw -464032.601898 + Penalty 2704.462016 = -461328.139882
  nChanged 7
		SP:Iteration 50Q (136164.730000 sec): 3 clusters
  Score: Raw -464036.430926 + Penalty 2704.462016 = -461331.968911
  nChanged 8
		SP:Iteration 51Q (136164.930000 sec): 3 clusters
  Score: Raw -464044.252893 + Penalty 2704.462016 = -461339.790877
  nChanged 10
		SP:Iteration 52Q (136165.120000 sec): 3 clusters
  Score: Raw -464052.663731 + Penalty 2704.462016 = -461348.201715
  nChanged 9
		SP:Iteration 53Q (136165.320000 sec): 3 clusters
  Score: Raw -464058.087163 + Penalty 2704.462016 = -461353.625147
  nChanged 4
		SP:Iteration 54Q (136165.470000 sec): 3 clusters
  Score: Raw -464060.309395 + Penalty 2704.462016 = -461355.847379
  nChanged 3
		SP:Iteration 55Q (136165.620000 sec): 3 clusters
  Score: Raw -464062.926388 + Penalty 2704.462016 = -461358.464373
  nChanged 3
		SP:Iteration 56Q (136165.790000 sec): 3 clusters
  Score: Raw -464064.615098 + Penalty 2704.462016 = -461360.153083
  nChanged 2
		SP:Iteration 57Q (136165.980000 sec): 3 clusters
  Score: Raw -464066.800791 + Penalty 2704.462016 = -461362.338775
  nChanged 1
		SP:Iteration 58Q (136166.190000 sec): 3 clusters
  Score: Raw -464068.166591 + Penalty 2704.462016 = -461363.704576
  nChanged 5
		SP:Iteration 59Q (136166.340000 sec): 3 clusters
  Score: Raw -464071.646657 + Penalty 2704.462016 = -461367.184642
  nChanged 2
		SP:Iteration 60F (136166.520000 sec): 3 clusters
  Score: Raw -464072.952280 + Penalty 2704.462016 = -461368.490265
  nChanged 3
		SP:Iteration 61Q (136166.700000 sec): 3 clusters
  Score: Raw -464074.795437 + Penalty 2704.462016 = -461370.333421
  nChanged 4
		SP:Iteration 62Q (136166.910000 sec): 3 clusters
  Score: Raw -464077.194020 + Penalty 2704.462016 = -461372.732004
  nChanged 3
		SP:Iteration 63Q (136167.030000 sec): 3 clusters
  Score: Raw -464078.403736 + Penalty 2704.462016 = -461373.941721
  nChanged 1
		SP:Iteration 64Q (136167.170000 sec): 3 clusters
  Score: Raw -464079.030259 + Penalty 2704.462016 = -461374.568244
  nChanged 1
		SP:Iteration 65Q (136167.280000 sec): 3 clusters
  Score: Raw -464079.790383 + Penalty 2704.462016 = -461375.328367
  nChanged 1
		SP:Iteration 66Q (136167.480000 sec): 3 clusters
  Score: Raw -464080.019606 + Penalty 2704.462016 = -461375.557591
  nChanged 0
		SP:Iteration 67F (136167.650000 sec): 3 clusters
  Score: Raw -464080.019606 + Penalty 2704.462016 = -461375.557591
  nChanged 0
Iteration 299Q (136319.880000 sec): 83 clusters
  Score: Raw -134116291.616844 + Penalty 187149.248051 = -133929142.368793
  nChanged 1214
Iteration 300F (136550.990000 sec): 83 clusters
  Score: Raw -134117062.288551 + Penalty 187149.248051 = -133929913.040500
  nChanged 1292
Iteration 301Q (136698.770000 sec): 83 clusters
  Score: Raw -134117489.945670 + Penalty 187149.248051 = -133930340.697619
  nChanged 1077
Iteration 302Q (136851.920000 sec): 83 clusters
  Score: Raw -134117755.122331 + Penalty 187149.248051 = -133930605.874280
  nChanged 1006
Iteration 303Q (137009.490000 sec): 83 clusters
  Score: Raw -134117969.309561 + Penalty 187149.248051 = -133930820.061510
  nChanged 929
Iteration 304Q (137157.140000 sec): 83 clusters
  Score: Raw -134118093.243613 + Penalty 187149.248051 = -133930943.995562
  nChanged 783
Iteration 305Q (137310.010000 sec): 83 clusters
  Score: Raw -134118168.379784 + Penalty 187149.248051 = -133931019.131733
  nChanged 666
Iteration 306Q (137463.640000 sec): 83 clusters
  Score: Raw -134118213.748263 + Penalty 187149.248051 = -133931064.500212
  nChanged 570
Iteration 307Q (137623.780000 sec): 83 clusters
  Score: Raw -134118247.539810 + Penalty 187149.248051 = -133931098.291759
  nChanged 493
Iteration 308Q (137779.960000 sec): 83 clusters
  Score: Raw -134118274.726535 + Penalty 187149.248051 = -133931125.478484
  nChanged 473
Iteration 309Q (137938.090000 sec): 83 clusters
  Score: Raw -134118297.893871 + Penalty 187149.248051 = -133931148.645820
  nChanged 438
Iteration 310Q (138094.190000 sec): 83 clusters
  Score: Raw -134118319.978318 + Penalty 187149.248051 = -133931170.730268
  nChanged 411
Iteration 311Q (138250.630000 sec): 83 clusters
  Score: Raw -134118338.211093 + Penalty 187149.248051 = -133931188.963042
  nChanged 400
Iteration 312Q (138407.350000 sec): 83 clusters
  Score: Raw -134118354.543978 + Penalty 187149.248051 = -133931205.295927
  nChanged 372
Iteration 313Q (138560.410000 sec): 83 clusters
  Score: Raw -134118367.728065 + Penalty 187149.248051 = -133931218.480014
  nChanged 347
Iteration 314Q (138716.050000 sec): 83 clusters
  Score: Raw -134118379.711670 + Penalty 187149.248051 = -133931230.463619
  nChanged 319
Iteration 315Q (138872.800000 sec): 83 clusters
  Score: Raw -134118389.815578 + Penalty 187149.248051 = -133931240.567527
  nChanged 300
Iteration 316Q (139026.490000 sec): 83 clusters
  Score: Raw -134118399.289977 + Penalty 187149.248051 = -133931250.041926
  nChanged 308
Iteration 317Q (139185.530000 sec): 83 clusters
  Score: Raw -134118409.191783 + Penalty 187149.248051 = -133931259.943732
  nChanged 302
Iteration 318Q (139342.270000 sec): 83 clusters
  Score: Raw -134118418.625308 + Penalty 187149.248051 = -133931269.377257
  nChanged 323
Iteration 319Q (139494.770000 sec): 83 clusters
  Score: Raw -134118430.968066 + Penalty 187149.248051 = -133931281.720015
  nChanged 314
Iteration 320F (139726.160000 sec): 83 clusters
  Score: Raw -134118443.023859 + Penalty 187149.248051 = -133931293.775809
  nChanged 299
Iteration 321Q (139883.860000 sec): 83 clusters
  Score: Raw -134118454.524794 + Penalty 187149.248051 = -133931305.276743
  nChanged 279
Iteration 322Q (140039.970000 sec): 83 clusters
  Score: Raw -134118464.590170 + Penalty 187149.248051 = -133931315.342119
  nChanged 298
Iteration 323Q (140199.980000 sec): 83 clusters
  Score: Raw -134118475.627162 + Penalty 187149.248051 = -133931326.379111
  nChanged 307
Iteration 324Q (140358.360000 sec): 83 clusters
  Score: Raw -134118485.570517 + Penalty 187149.248051 = -133931336.322466
  nChanged 293
Iteration 325Q (140512.000000 sec): 83 clusters
  Score: Raw -134118495.351199 + Penalty 187149.248051 = -133931346.103148
  nChanged 254
Iteration 326Q (140666.390000 sec): 83 clusters
  Score: Raw -134118502.858136 + Penalty 187149.248051 = -133931353.610085
  nChanged 229
Iteration 327Q (140818.390000 sec): 83 clusters
  Score: Raw -134118507.632300 + Penalty 187149.248051 = -133931358.384249
  nChanged 218
Iteration 328Q (140971.980000 sec): 83 clusters
  Score: Raw -134118512.127700 + Penalty 187149.248051 = -133931362.879649
  nChanged 228
Iteration 329Q (141126.570000 sec): 83 clusters
  Score: Raw -134118516.670739 + Penalty 187149.248051 = -133931367.422688
  nChanged 210
Iteration 330Q (141282.670000 sec): 83 clusters
  Score: Raw -134118522.017932 + Penalty 187149.248051 = -133931372.769881
  nChanged 225
Iteration 331Q (141435.690000 sec): 83 clusters
  Score: Raw -134118528.131734 + Penalty 187149.248051 = -133931378.883683
  nChanged 213
Iteration 332Q (141588.200000 sec): 83 clusters
  Score: Raw -134118532.499067 + Penalty 187149.248051 = -133931383.251016
  nChanged 215
Iteration 333Q (141741.440000 sec): 83 clusters
  Score: Raw -134118537.281889 + Penalty 187149.248051 = -133931388.033838
  nChanged 201
Iteration 334Q (141885.520000 sec): 83 clusters
  Score: Raw -134118542.415102 + Penalty 187149.248051 = -133931393.167051
  nChanged 195
Iteration 335Q (142037.190000 sec): 83 clusters
  Score: Raw -134118546.008073 + Penalty 187149.248051 = -133931396.760022
  nChanged 185
Iteration 336Q (142193.790000 sec): 83 clusters
  Score: Raw -134118550.321873 + Penalty 187149.248051 = -133931401.073822
  nChanged 183
Iteration 337Q (142375.860000 sec): 83 clusters
  Score: Raw -134118554.435911 + Penalty 187149.248051 = -133931405.187860
  nChanged 165
Iteration 338Q (142589.520000 sec): 83 clusters
  Score: Raw -134118559.028605 + Penalty 187149.248051 = -133931409.780554
  nChanged 184
Writing temp clu file 
Because OldScore, -133931405.187860, is greater than current (better) Score,-133931409.780554 
 Compute initial score before splitting:   Score: Raw -134118559.028605 + Penalty 187149.248051 = -133931409.780554
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142589.840000 sec): 2 clusters
  Score: Raw -675061.941100 + Penalty 1424.564399 = -673637.376701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142590.110000 sec): 3 clusters
  Score: Raw -671637.527970 + Penalty 2849.128799 = -668788.399172
  nChanged 2662
		SP:Iteration 1F (142590.270000 sec): 3 clusters
  Score: Raw -673168.281819 + Penalty 2849.128799 = -670319.153020
  nChanged 464
		SP:Iteration 2F (142590.460000 sec): 3 clusters
  Score: Raw -673450.761609 + Penalty 2849.128799 = -670601.632811
  nChanged 412
		SP:Iteration 3F (142590.650000 sec): 3 clusters
  Score: Raw -673722.740005 + Penalty 2849.128799 = -670873.611206
  nChanged 389
		SP:Iteration 4F (142590.830000 sec): 3 clusters
  Score: Raw -673983.341458 + Penalty 2849.128799 = -671134.212659
  nChanged 346
		SP:Iteration 5F (142591.010000 sec): 3 clusters
  Score: Raw -674209.555534 + Penalty 2849.128799 = -671360.426735
  nChanged 298
		SP:Iteration 6Q (142591.230000 sec): 3 clusters
  Score: Raw -674384.293306 + Penalty 2849.128799 = -671535.164507
  nChanged 271
		SP:Iteration 7Q (142591.380000 sec): 3 clusters
  Score: Raw -674548.621749 + Penalty 2849.128799 = -671699.492950
  nChanged 219
		SP:Iteration 8Q (142591.550000 sec): 3 clusters
  Score: Raw -674674.343861 + Penalty 2849.128799 = -671825.215062
  nChanged 164
		SP:Iteration 9Q (142591.690000 sec): 3 clusters
  Score: Raw -674772.823253 + Penalty 2849.128799 = -671923.694455
  nChanged 158
		SP:Iteration 10Q (142591.860000 sec): 3 clusters
  Score: Raw -674874.747771 + Penalty 2849.128799 = -672025.618972
  nChanged 123
		SP:Iteration 11Q (142592.110000 sec): 3 clusters
  Score: Raw -674946.528151 + Penalty 2849.128799 = -672097.399352
  nChanged 100
		SP:Iteration 12Q (142592.230000 sec): 3 clusters
  Score: Raw -675004.642291 + Penalty 2849.128799 = -672155.513493
  nChanged 74
		SP:Iteration 13Q (142592.400000 sec): 3 clusters
  Score: Raw -675044.951515 + Penalty 2849.128799 = -672195.822716
  nChanged 62
		SP:Iteration 14Q (142592.550000 sec): 3 clusters
  Score: Raw -675077.750322 + Penalty 2849.128799 = -672228.621524
  nChanged 54
		SP:Iteration 15Q (142592.690000 sec): 3 clusters
  Score: Raw -675104.288713 + Penalty 2849.128799 = -672255.159914
  nChanged 51
		SP:Iteration 16Q (142592.830000 sec): 3 clusters
  Score: Raw -675134.831247 + Penalty 2849.128799 = -672285.702448
  nChanged 36
		SP:Iteration 17Q (142593.010000 sec): 3 clusters
  Score: Raw -675155.542662 + Penalty 2849.128799 = -672306.413863
  nChanged 18
		SP:Iteration 18Q (142593.210000 sec): 3 clusters
  Score: Raw -675164.585023 + Penalty 2849.128799 = -672315.456224
  nChanged 13
		SP:Iteration 19Q (142593.410000 sec): 3 clusters
  Score: Raw -675170.694501 + Penalty 2849.128799 = -672321.565703
  nChanged 14
		SP:Iteration 20F (142593.520000 sec): 3 clusters
  Score: Raw -675179.594365 + Penalty 2849.128799 = -672330.465566
  nChanged 17
		SP:Iteration 21Q (142593.670000 sec): 3 clusters
  Score: Raw -675188.499924 + Penalty 2849.128799 = -672339.371126
  nChanged 14
		SP:Iteration 22Q (142593.840000 sec): 3 clusters
  Score: Raw -675199.156148 + Penalty 2849.128799 = -672350.027349
  nChanged 20
		SP:Iteration 23Q (142594.040000 sec): 3 clusters
  Score: Raw -675211.194246 + Penalty 2849.128799 = -672362.065447
  nChanged 17
		SP:Iteration 24Q (142594.190000 sec): 3 clusters
  Score: Raw -675224.519610 + Penalty 2849.128799 = -672375.390811
  nChanged 11
		SP:Iteration 25Q (142594.360000 sec): 3 clusters
  Score: Raw -675231.063816 + Penalty 2849.128799 = -672381.935017
  nChanged 7
		SP:Iteration 26Q (142594.500000 sec): 3 clusters
  Score: Raw -675235.265070 + Penalty 2849.128799 = -672386.136272
  nChanged 11
		SP:Iteration 27Q (142594.670000 sec): 3 clusters
  Score: Raw -675242.218434 + Penalty 2849.128799 = -672393.089635
  nChanged 15
		SP:Iteration 28Q (142594.850000 sec): 3 clusters
  Score: Raw -675250.365880 + Penalty 2849.128799 = -672401.237081
  nChanged 7
		SP:Iteration 29Q (142595.040000 sec): 3 clusters
  Score: Raw -675253.981589 + Penalty 2849.128799 = -672404.852791
  nChanged 8
		SP:Iteration 30Q (142595.270000 sec): 3 clusters
  Score: Raw -675258.790953 + Penalty 2849.128799 = -672409.662154
  nChanged 8
		SP:Iteration 31Q (142595.450000 sec): 3 clusters
  Score: Raw -675262.430589 + Penalty 2849.128799 = -672413.301790
  nChanged 12
		SP:Iteration 32Q (142595.610000 sec): 3 clusters
  Score: Raw -675270.145346 + Penalty 2849.128799 = -672421.016547
  nChanged 10
		SP:Iteration 33Q (142595.800000 sec): 3 clusters
  Score: Raw -675276.689701 + Penalty 2849.128799 = -672427.560902
  nChanged 11
		SP:Iteration 34Q (142595.950000 sec): 3 clusters
  Score: Raw -675284.729673 + Penalty 2849.128799 = -672435.600875
  nChanged 10
		SP:Iteration 35Q (142596.140000 sec): 3 clusters
  Score: Raw -675290.244326 + Penalty 2849.128799 = -672441.115528
  nChanged 7
		SP:Iteration 36Q (142596.280000 sec): 3 clusters
  Score: Raw -675293.985964 + Penalty 2849.128799 = -672444.857165
  nChanged 3
		SP:Iteration 37Q (142596.460000 sec): 3 clusters
  Score: Raw -675295.796510 + Penalty 2849.128799 = -672446.667712
  nChanged 7
		SP:Iteration 38Q (142596.660000 sec): 3 clusters
  Score: Raw -675302.417408 + Penalty 2849.128799 = -672453.288609
  nChanged 14
		SP:Iteration 39Q (142596.820000 sec): 3 clusters
  Score: Raw -675313.377988 + Penalty 2849.128799 = -672464.249189
  nChanged 7
		SP:Iteration 40F (142597.000000 sec): 3 clusters
  Score: Raw -675319.211289 + Penalty 2849.128799 = -672470.082490
  nChanged 6
		SP:Iteration 41Q (142597.180000 sec): 3 clusters
  Score: Raw -675325.089328 + Penalty 2849.128799 = -672475.960530
  nChanged 11
		SP:Iteration 42Q (142597.390000 sec): 3 clusters
  Score: Raw -675332.479568 + Penalty 2849.128799 = -672483.350769
  nChanged 9
		SP:Iteration 43Q (142597.550000 sec): 3 clusters
  Score: Raw -675340.052427 + Penalty 2849.128799 = -672490.923628
  nChanged 7
		SP:Iteration 44Q (142597.720000 sec): 3 clusters
  Score: Raw -675346.075738 + Penalty 2849.128799 = -672496.946939
  nChanged 8
		SP:Iteration 45Q (142597.900000 sec): 3 clusters
  Score: Raw -675349.750290 + Penalty 2849.128799 = -672500.621492
  nChanged 1
		SP:Iteration 46Q (142598.090000 sec): 3 clusters
  Score: Raw -675349.865220 + Penalty 2849.128799 = -672500.736421
  nChanged 0
		SP:Iteration 47F (142598.310000 sec): 3 clusters
  Score: Raw -675349.865220 + Penalty 2849.128799 = -672500.736421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142598.410000 sec): 2 clusters
  Score: Raw -163551.946542 + Penalty 1193.306762 = -162358.639779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142598.550000 sec): 3 clusters
  Score: Raw -162954.029328 + Penalty 2386.613524 = -160567.415803
  nChanged 508
		SP:Iteration 1F (142598.710000 sec): 3 clusters
  Score: Raw -163332.744311 + Penalty 2386.613524 = -160946.130786
  nChanged 153
		SP:Iteration 2F (142598.860000 sec): 3 clusters
  Score: Raw -163545.018244 + Penalty 2386.613524 = -161158.404719
  nChanged 128
		SP:Iteration 3F (142599.020000 sec): 3 clusters
  Score: Raw -163782.246085 + Penalty 2386.613524 = -161395.632560
  nChanged 119
		SP:Iteration 4F (142599.190000 sec): 3 clusters
  Score: Raw -163985.160269 + Penalty 2386.613524 = -161598.546745
  nChanged 83
		SP:Iteration 5F (142599.340000 sec): 3 clusters
  Score: Raw -164104.019387 + Penalty 2386.613524 = -161717.405863
  nChanged 53
		SP:Iteration 6Q (142599.520000 sec): 3 clusters
  Score: Raw -164183.015962 + Penalty 2386.613524 = -161796.402438
  nChanged 42
		SP:Iteration 7Q (142599.670000 sec): 3 clusters
  Score: Raw -164234.485585 + Penalty 2386.613524 = -161847.872060
  nChanged 31
		SP:Iteration 8Q (142599.820000 sec): 3 clusters
  Score: Raw -164262.121484 + Penalty 2386.613524 = -161875.507960
  nChanged 25
		SP:Iteration 9Q (142599.960000 sec): 3 clusters
  Score: Raw -164288.515256 + Penalty 2386.613524 = -161901.901731
  nChanged 25
		SP:Iteration 10Q (142600.100000 sec): 3 clusters
  Score: Raw -164316.829399 + Penalty 2386.613524 = -161930.215875
  nChanged 17
		SP:Iteration 11Q (142600.270000 sec): 3 clusters
  Score: Raw -164330.316780 + Penalty 2386.613524 = -161943.703255
  nChanged 8
		SP:Iteration 12Q (142600.440000 sec): 3 clusters
  Score: Raw -164336.248520 + Penalty 2386.613524 = -161949.634996
  nChanged 8
		SP:Iteration 13Q (142600.580000 sec): 3 clusters
  Score: Raw -164339.593183 + Penalty 2386.613524 = -161952.979658
  nChanged 2
		SP:Iteration 14Q (142600.720000 sec): 3 clusters
  Score: Raw -164340.220536 + Penalty 2386.613524 = -161953.607012
  nChanged 0
		SP:Iteration 15F (142600.940000 sec): 3 clusters
  Score: Raw -164340.220536 + Penalty 2386.613524 = -161953.607012
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142601.000000 sec): 2 clusters
  Score: Raw -254873.244171 + Penalty 1261.145144 = -253612.099026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142601.150000 sec): 3 clusters
  Score: Raw -253857.432441 + Penalty 2522.290289 = -251335.142152
  nChanged 866
		SP:Iteration 1F (142601.310000 sec): 3 clusters
  Score: Raw -254454.717959 + Penalty 2522.290289 = -251932.427671
  nChanged 186
		SP:Iteration 2F (142601.480000 sec): 3 clusters
  Score: Raw -254590.039804 + Penalty 2522.290289 = -252067.749515
  nChanged 97
		SP:Iteration 3Q (142601.640000 sec): 3 clusters
  Score: Raw -254653.248558 + Penalty 2522.290289 = -252130.958269
  nChanged 73
		SP:Iteration 4Q (142601.770000 sec): 3 clusters
  Score: Raw -254694.775932 + Penalty 2522.290289 = -252172.485643
  nChanged 49
		SP:Iteration 5Q (142601.920000 sec): 3 clusters
  Score: Raw -254721.681961 + Penalty 2522.290289 = -252199.391672
  nChanged 48
		SP:Iteration 6Q (142602.070000 sec): 3 clusters
  Score: Raw -254747.640129 + Penalty 2522.290289 = -252225.349840
  nChanged 34
		SP:Iteration 7Q (142602.210000 sec): 3 clusters
  Score: Raw -254771.257932 + Penalty 2522.290289 = -252248.967643
  nChanged 40
		SP:Iteration 8Q (142602.360000 sec): 3 clusters
  Score: Raw -254795.892179 + Penalty 2522.290289 = -252273.601891
  nChanged 36
		SP:Iteration 9Q (142602.520000 sec): 3 clusters
  Score: Raw -254819.857815 + Penalty 2522.290289 = -252297.567527
  nChanged 36
		SP:Iteration 10Q (142602.650000 sec): 3 clusters
  Score: Raw -254843.560264 + Penalty 2522.290289 = -252321.269975
  nChanged 37
		SP:Iteration 11Q (142602.790000 sec): 3 clusters
  Score: Raw -254872.433050 + Penalty 2522.290289 = -252350.142761
  nChanged 53
		SP:Iteration 12Q (142602.940000 sec): 3 clusters
  Score: Raw -254918.294916 + Penalty 2522.290289 = -252396.004628
  nChanged 55
		SP:Iteration 13Q (142603.090000 sec): 3 clusters
  Score: Raw -254975.468388 + Penalty 2522.290289 = -252453.178100
  nChanged 49
		SP:Iteration 14Q (142603.230000 sec): 3 clusters
  Score: Raw -255013.603795 + Penalty 2522.290289 = -252491.313506
  nChanged 48
		SP:Iteration 15Q (142603.370000 sec): 3 clusters
  Score: Raw -255058.966189 + Penalty 2522.290289 = -252536.675901
  nChanged 49
		SP:Iteration 16Q (142603.520000 sec): 3 clusters
  Score: Raw -255093.486694 + Penalty 2522.290289 = -252571.196406
  nChanged 36
		SP:Iteration 17Q (142603.660000 sec): 3 clusters
  Score: Raw -255118.392514 + Penalty 2522.290289 = -252596.102225
  nChanged 30
		SP:Iteration 18Q (142603.810000 sec): 3 clusters
  Score: Raw -255136.288284 + Penalty 2522.290289 = -252613.997996
  nChanged 30
		SP:Iteration 19Q (142603.960000 sec): 3 clusters
  Score: Raw -255152.591934 + Penalty 2522.290289 = -252630.301645
  nChanged 22
		SP:Iteration 20F (142604.100000 sec): 3 clusters
  Score: Raw -255164.711617 + Penalty 2522.290289 = -252642.421328
  nChanged 18
		SP:Iteration 21Q (142604.250000 sec): 3 clusters
  Score: Raw -255174.200352 + Penalty 2522.290289 = -252651.910063
  nChanged 17
		SP:Iteration 22Q (142604.400000 sec): 3 clusters
  Score: Raw -255183.671463 + Penalty 2522.290289 = -252661.381175
  nChanged 17
		SP:Iteration 23Q (142604.540000 sec): 3 clusters
  Score: Raw -255190.061198 + Penalty 2522.290289 = -252667.770909
  nChanged 9
		SP:Iteration 24Q (142604.690000 sec): 3 clusters
  Score: Raw -255193.145976 + Penalty 2522.290289 = -252670.855687
  nChanged 1
		SP:Iteration 25Q (142604.840000 sec): 3 clusters
  Score: Raw -255193.513048 + Penalty 2522.290289 = -252671.222759
  nChanged 1
		SP:Iteration 26Q (142604.980000 sec): 3 clusters
  Score: Raw -255193.932998 + Penalty 2522.290289 = -252671.642709
  nChanged 2
		SP:Iteration 27Q (142605.140000 sec): 3 clusters
  Score: Raw -255194.493779 + Penalty 2522.290289 = -252672.203491
  nChanged 2
		SP:Iteration 28Q (142605.270000 sec): 3 clusters
  Score: Raw -255194.993291 + Penalty 2522.290289 = -252672.703003
  nChanged 1
		SP:Iteration 29Q (142605.420000 sec): 3 clusters
  Score: Raw -255195.115354 + Penalty 2522.290289 = -252672.825065
  nChanged 0
		SP:Iteration 30F (142605.570000 sec): 3 clusters
  Score: Raw -255195.115354 + Penalty 2522.290289 = -252672.825065
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (326814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142607.250000 sec): 2 clusters
  Score: Raw -36620048.584847 + Penalty 2063.286303 = -36617985.298544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142609.750000 sec): 3 clusters
  Score: Raw -36401415.901629 + Penalty 4126.572606 = -36397289.329023
  nChanged 159188
		SP:Iteration 1F (142612.270000 sec): 3 clusters
  Score: Raw -36496554.169223 + Penalty 4126.572606 = -36492427.596617
  nChanged 8410
		SP:Iteration 2Q (142615.000000 sec): 3 clusters
  Score: Raw -36498238.138257 + Penalty 4126.572606 = -36494111.565651
  nChanged 8999
		SP:Iteration 3Q (142617.770000 sec): 3 clusters
  Score: Raw -36500311.441179 + Penalty 4126.572606 = -36496184.868573
  nChanged 9959
		SP:Iteration 4Q (142620.520000 sec): 3 clusters
  Score: Raw -36503122.239414 + Penalty 4126.572606 = -36498995.666808
  nChanged 11473
		SP:Iteration 5Q (142623.270000 sec): 3 clusters
  Score: Raw -36507187.923953 + Penalty 4126.572606 = -36503061.351346
  nChanged 13679
		SP:Iteration 6Q (142625.920000 sec): 3 clusters
  Score: Raw -36513400.225910 + Penalty 4126.572606 = -36509273.653304
  nChanged 16682
		SP:Iteration 7F (142628.440000 sec): 3 clusters
  Score: Raw -36523199.907597 + Penalty 4126.572606 = -36519073.334991
  nChanged 19437
		SP:Iteration 8F (142631.040000 sec): 3 clusters
  Score: Raw -36536993.837508 + Penalty 4126.572606 = -36532867.264902
  nChanged 20328
		SP:Iteration 9F (142633.630000 sec): 3 clusters
  Score: Raw -36552466.089464 + Penalty 4126.572606 = -36548339.516858
  nChanged 18284
		SP:Iteration 10F (142636.160000 sec): 3 clusters
  Score: Raw -36565315.496636 + Penalty 4126.572606 = -36561188.924030
  nChanged 14563
		SP:Iteration 11Q (142638.770000 sec): 3 clusters
  Score: Raw -36573500.181679 + Penalty 4126.572606 = -36569373.609073
  nChanged 10587
		SP:Iteration 12Q (142641.320000 sec): 3 clusters
  Score: Raw -36578455.618443 + Penalty 4126.572606 = -36574329.045837
  nChanged 8371
		SP:Iteration 13Q (142643.780000 sec): 3 clusters
  Score: Raw -36582334.256363 + Penalty 4126.572606 = -36578207.683757
  nChanged 7940
		SP:Iteration 14Q (142646.270000 sec): 3 clusters
  Score: Raw -36586234.908846 + Penalty 4126.572606 = -36582108.336240
  nChanged 7883
		SP:Iteration 15Q (142648.770000 sec): 3 clusters
  Score: Raw -36590422.214547 + Penalty 4126.572606 = -36586295.641940
  nChanged 7675
		SP:Iteration 16Q (142651.220000 sec): 3 clusters
  Score: Raw -36594804.891456 + Penalty 4126.572606 = -36590678.318850
  nChanged 7225
		SP:Iteration 17Q (142653.570000 sec): 3 clusters
  Score: Raw -36599275.044202 + Penalty 4126.572606 = -36595148.471596
  nChanged 6539
		SP:Iteration 18Q (142655.910000 sec): 3 clusters
  Score: Raw -36603550.863506 + Penalty 4126.572606 = -36599424.290900
  nChanged 5732
		SP:Iteration 19Q (142658.110000 sec): 3 clusters
  Score: Raw -36607536.308997 + Penalty 4126.572606 = -36603409.736391
  nChanged 4886
		SP:Iteration 20F (142660.490000 sec): 3 clusters
  Score: Raw -36611148.149398 + Penalty 4126.572606 = -36607021.576792
  nChanged 3992
		SP:Iteration 21Q (142662.510000 sec): 3 clusters
  Score: Raw -36614257.799703 + Penalty 4126.572606 = -36610131.227097
  nChanged 3107
		SP:Iteration 22Q (142664.680000 sec): 3 clusters
  Score: Raw -36616758.319493 + Penalty 4126.572606 = -36612631.746887
  nChanged 2125
		SP:Iteration 23Q (142666.800000 sec): 3 clusters
  Score: Raw -36618481.928210 + Penalty 4126.572606 = -36614355.355604
  nChanged 1181
		SP:Iteration 24Q (142668.740000 sec): 3 clusters
  Score: Raw -36619431.601675 + Penalty 4126.572606 = -36615305.029069
  nChanged 541
		SP:Iteration 25Q (142670.770000 sec): 3 clusters
  Score: Raw -36619867.956680 + Penalty 4126.572606 = -36615741.384074
  nChanged 266
		SP:Iteration 26Q (142672.730000 sec): 3 clusters
  Score: Raw -36620093.869216 + Penalty 4126.572606 = -36615967.296610
  nChanged 116
		SP:Iteration 27Q (142674.750000 sec): 3 clusters
  Score: Raw -36620196.587587 + Penalty 4126.572606 = -36616070.014981
  nChanged 53
		SP:Iteration 28Q (142676.750000 sec): 3 clusters
  Score: Raw -36620245.992707 + Penalty 4126.572606 = -36616119.420101
  nChanged 28
		SP:Iteration 29Q (142678.840000 sec): 3 clusters
  Score: Raw -36620273.358277 + Penalty 4126.572606 = -36616146.785671
  nChanged 17
		SP:Iteration 30Q (142680.580000 sec): 3 clusters
  Score: Raw -36620286.266078 + Penalty 4126.572606 = -36616159.693471
  nChanged 14
		SP:Iteration 31Q (142682.480000 sec): 3 clusters
  Score: Raw -36620298.316832 + Penalty 4126.572606 = -36616171.744226
  nChanged 8
		SP:Iteration 32Q (142684.090000 sec): 3 clusters
  Score: Raw -36620309.375463 + Penalty 4126.572606 = -36616182.802857
  nChanged 11
		SP:Iteration 33Q (142685.980000 sec): 3 clusters
  Score: Raw -36620318.630175 + Penalty 4126.572606 = -36616192.057569
  nChanged 5
		SP:Iteration 34Q (142687.750000 sec): 3 clusters
  Score: Raw -36620321.330033 + Penalty 4126.572606 = -36616194.757426
  nChanged 3
		SP:Iteration 35Q (142689.610000 sec): 3 clusters
  Score: Raw -36620323.599696 + Penalty 4126.572606 = -36616197.027090
  nChanged 1
		SP:Iteration 36Q (142691.340000 sec): 3 clusters
  Score: Raw -36620324.565118 + Penalty 4126.572606 = -36616197.992512
  nChanged 1
		SP:Iteration 37Q (142693.170000 sec): 3 clusters
  Score: Raw -36620325.403178 + Penalty 4126.572606 = -36616198.830572
  nChanged 2
		SP:Iteration 38Q (142694.820000 sec): 3 clusters
  Score: Raw -36620327.004862 + Penalty 4126.572606 = -36616200.432256
  nChanged 2
		SP:Iteration 39Q (142696.520000 sec): 3 clusters
  Score: Raw -36620328.996028 + Penalty 4126.572606 = -36616202.423422
  nChanged 2
		SP:Iteration 40F (142698.350000 sec): 3 clusters
  Score: Raw -36620330.068030 + Penalty 4126.572606 = -36616203.495424
  nChanged 1
		SP:Iteration 41Q (142700.070000 sec): 3 clusters
  Score: Raw -36620330.838708 + Penalty 4126.572606 = -36616204.266102
  nChanged 2
		SP:Iteration 42Q (142701.700000 sec): 3 clusters
  Score: Raw -36620332.999823 + Penalty 4126.572606 = -36616206.427217
  nChanged 0
		SP:Iteration 43F (142703.460000 sec): 3 clusters
  Score: Raw -36620332.999823 + Penalty 4126.572606 = -36616206.427217
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (24040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142703.810000 sec): 2 clusters
  Score: Raw -2610869.358071 + Penalty 1639.214588 = -2609230.143482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142704.130000 sec): 3 clusters
  Score: Raw -2596314.574126 + Penalty 3278.429176 = -2593036.144950
  nChanged 10938
		SP:Iteration 1F (142704.420000 sec): 3 clusters
  Score: Raw -2602059.823560 + Penalty 3278.429176 = -2598781.394383
  nChanged 1113
		SP:Iteration 2Q (142704.720000 sec): 3 clusters
  Score: Raw -2602423.092378 + Penalty 3278.429176 = -2599144.663202
  nChanged 1034
		SP:Iteration 3Q (142705.030000 sec): 3 clusters
  Score: Raw -2602768.774831 + Penalty 3278.429176 = -2599490.345654
  nChanged 967
		SP:Iteration 4Q (142705.300000 sec): 3 clusters
  Score: Raw -2603095.696516 + Penalty 3278.429176 = -2599817.267339
  nChanged 933
		SP:Iteration 5Q (142705.620000 sec): 3 clusters
  Score: Raw -2603458.922579 + Penalty 3278.429176 = -2600180.493403
  nChanged 996
		SP:Iteration 6Q (142705.880000 sec): 3 clusters
  Score: Raw -2603945.321596 + Penalty 3278.429176 = -2600666.892419
  nChanged 1218
		SP:Iteration 7F (142706.200000 sec): 3 clusters
  Score: Raw -2604679.357841 + Penalty 3278.429176 = -2601400.928664
  nChanged 1386
		SP:Iteration 8F (142706.480000 sec): 3 clusters
  Score: Raw -2605757.434526 + Penalty 3278.429176 = -2602479.005350
  nChanged 1473
		SP:Iteration 9F (142706.760000 sec): 3 clusters
  Score: Raw -2607075.727165 + Penalty 3278.429176 = -2603797.297989
  nChanged 1451
		SP:Iteration 10F (142707.010000 sec): 3 clusters
  Score: Raw -2608432.506482 + Penalty 3278.429176 = -2605154.077305
  nChanged 1174
		SP:Iteration 11Q (142707.350000 sec): 3 clusters
  Score: Raw -2609444.531140 + Penalty 3278.429176 = -2606166.101963
  nChanged 891
		SP:Iteration 12Q (142707.640000 sec): 3 clusters
  Score: Raw -2610082.904814 + Penalty 3278.429176 = -2606804.475638
  nChanged 617
		SP:Iteration 13Q (142707.920000 sec): 3 clusters
  Score: Raw -2610448.898760 + Penalty 3278.429176 = -2607170.469584
  nChanged 402
		SP:Iteration 14Q (142708.210000 sec): 3 clusters
  Score: Raw -2610671.515702 + Penalty 3278.429176 = -2607393.086526
  nChanged 297
		SP:Iteration 15Q (142708.500000 sec): 3 clusters
  Score: Raw -2610826.375097 + Penalty 3278.429176 = -2607547.945921
  nChanged 234
		SP:Iteration 16Q (142708.720000 sec): 3 clusters
  Score: Raw -2610926.177585 + Penalty 3278.429176 = -2607647.748409
  nChanged 177
		SP:Iteration 17Q (142709.020000 sec): 3 clusters
  Score: Raw -2610988.937995 + Penalty 3278.429176 = -2607710.508818
  nChanged 171
		SP:Iteration 18Q (142709.290000 sec): 3 clusters
  Score: Raw -2611041.720050 + Penalty 3278.429176 = -2607763.290874
  nChanged 135
		SP:Iteration 19Q (142709.570000 sec): 3 clusters
  Score: Raw -2611080.713069 + Penalty 3278.429176 = -2607802.283892
  nChanged 121
		SP:Iteration 20F (142709.840000 sec): 3 clusters
  Score: Raw -2611114.601849 + Penalty 3278.429176 = -2607836.172673
  nChanged 97
		SP:Iteration 21Q (142710.140000 sec): 3 clusters
  Score: Raw -2611139.570651 + Penalty 3278.429176 = -2607861.141475
  nChanged 70
		SP:Iteration 22Q (142710.430000 sec): 3 clusters
  Score: Raw -2611154.154041 + Penalty 3278.429176 = -2607875.724865
  nChanged 59
		SP:Iteration 23Q (142710.730000 sec): 3 clusters
  Score: Raw -2611165.820372 + Penalty 3278.429176 = -2607887.391196
  nChanged 61
		SP:Iteration 24Q (142711.010000 sec): 3 clusters
  Score: Raw -2611178.265484 + Penalty 3278.429176 = -2607899.836308
  nChanged 42
		SP:Iteration 25Q (142711.310000 sec): 3 clusters
  Score: Raw -2611185.457838 + Penalty 3278.429176 = -2607907.028661
  nChanged 36
		SP:Iteration 26Q (142711.560000 sec): 3 clusters
  Score: Raw -2611192.609844 + Penalty 3278.429176 = -2607914.180668
  nChanged 35
		SP:Iteration 27Q (142711.880000 sec): 3 clusters
  Score: Raw -2611199.115243 + Penalty 3278.429176 = -2607920.686066
  nChanged 36
		SP:Iteration 28Q (142712.150000 sec): 3 clusters
  Score: Raw -2611204.785790 + Penalty 3278.429176 = -2607926.356614
  nChanged 30
		SP:Iteration 29Q (142712.450000 sec): 3 clusters
  Score: Raw -2611209.944164 + Penalty 3278.429176 = -2607931.514987
  nChanged 27
		SP:Iteration 30Q (142712.780000 sec): 3 clusters
  Score: Raw -2611215.110057 + Penalty 3278.429176 = -2607936.680881
  nChanged 29
		SP:Iteration 31Q (142713.060000 sec): 3 clusters
  Score: Raw -2611220.757190 + Penalty 3278.429176 = -2607942.328014
  nChanged 32
		SP:Iteration 32Q (142713.390000 sec): 3 clusters
  Score: Raw -2611226.483861 + Penalty 3278.429176 = -2607948.054684
  nChanged 29
		SP:Iteration 33Q (142713.670000 sec): 3 clusters
  Score: Raw -2611231.532339 + Penalty 3278.429176 = -2607953.103163
  nChanged 23
		SP:Iteration 34Q (142713.970000 sec): 3 clusters
  Score: Raw -2611235.275292 + Penalty 3278.429176 = -2607956.846115
  nChanged 25
		SP:Iteration 35Q (142714.250000 sec): 3 clusters
  Score: Raw -2611239.728289 + Penalty 3278.429176 = -2607961.299113
  nChanged 21
		SP:Iteration 36Q (142714.540000 sec): 3 clusters
  Score: Raw -2611243.393867 + Penalty 3278.429176 = -2607964.964691
  nChanged 26
		SP:Iteration 37Q (142714.790000 sec): 3 clusters
  Score: Raw -2611247.789763 + Penalty 3278.429176 = -2607969.360587
  nChanged 21
		SP:Iteration 38Q (142715.030000 sec): 3 clusters
  Score: Raw -2611250.635116 + Penalty 3278.429176 = -2607972.205940
  nChanged 14
		SP:Iteration 39Q (142715.350000 sec): 3 clusters
  Score: Raw -2611253.340341 + Penalty 3278.429176 = -2607974.911165
  nChanged 21
		SP:Iteration 40F (142715.640000 sec): 3 clusters
  Score: Raw -2611257.594658 + Penalty 3278.429176 = -2607979.165482
  nChanged 24
		SP:Iteration 41Q (142715.920000 sec): 3 clusters
  Score: Raw -2611262.761246 + Penalty 3278.429176 = -2607984.332070
  nChanged 30
		SP:Iteration 42Q (142716.200000 sec): 3 clusters
  Score: Raw -2611269.715842 + Penalty 3278.429176 = -2607991.286665
  nChanged 40
		SP:Iteration 43Q (142716.500000 sec): 3 clusters
  Score: Raw -2611277.549154 + Penalty 3278.429176 = -2607999.119978
  nChanged 30
		SP:Iteration 44Q (142716.720000 sec): 3 clusters
  Score: Raw -2611282.787528 + Penalty 3278.429176 = -2608004.358352
  nChanged 22
		SP:Iteration 45Q (142717.000000 sec): 3 clusters
  Score: Raw -2611286.162399 + Penalty 3278.429176 = -2608007.733222
  nChanged 12
		SP:Iteration 46Q (142717.290000 sec): 3 clusters
  Score: Raw -2611287.952287 + Penalty 3278.429176 = -2608009.523111
  nChanged 16
		SP:Iteration 47Q (142717.560000 sec): 3 clusters
  Score: Raw -2611290.245891 + Penalty 3278.429176 = -2608011.816715
  nChanged 13
		SP:Iteration 48Q (142717.850000 sec): 3 clusters
  Score: Raw -2611291.830254 + Penalty 3278.429176 = -2608013.401078
  nChanged 10
		SP:Iteration 49Q (142718.160000 sec): 3 clusters
  Score: Raw -2611293.178778 + Penalty 3278.429176 = -2608014.749602
  nChanged 12
		SP:Iteration 50Q (142718.430000 sec): 3 clusters
  Score: Raw -2611294.693292 + Penalty 3278.429176 = -2608016.264116
  nChanged 4
		SP:Iteration 51Q (142718.710000 sec): 3 clusters
  Score: Raw -2611295.105914 + Penalty 3278.429176 = -2608016.676738
  nChanged 6
		SP:Iteration 52Q (142718.990000 sec): 3 clusters
  Score: Raw -2611296.035390 + Penalty 3278.429176 = -2608017.606214
  nChanged 5
		SP:Iteration 53Q (142719.250000 sec): 3 clusters
  Score: Raw -2611297.059280 + Penalty 3278.429176 = -2608018.630104
  nChanged 8
		SP:Iteration 54Q (142719.510000 sec): 3 clusters
  Score: Raw -2611298.013498 + Penalty 3278.429176 = -2608019.584322
  nChanged 4
		SP:Iteration 55Q (142719.820000 sec): 3 clusters
  Score: Raw -2611298.414540 + Penalty 3278.429176 = -2608019.985363
  nChanged 4
		SP:Iteration 56Q (142720.100000 sec): 3 clusters
  Score: Raw -2611298.942704 + Penalty 3278.429176 = -2608020.513527
  nChanged 3
		SP:Iteration 57Q (142720.370000 sec): 3 clusters
  Score: Raw -2611299.309984 + Penalty 3278.429176 = -2608020.880808
  nChanged 3
		SP:Iteration 58Q (142720.640000 sec): 3 clusters
  Score: Raw -2611299.813164 + Penalty 3278.429176 = -2608021.383988
  nChanged 5
		SP:Iteration 59Q (142720.900000 sec): 3 clusters
  Score: Raw -2611300.549011 + Penalty 3278.429176 = -2608022.119835
  nChanged 4
		SP:Iteration 60F (142721.190000 sec): 3 clusters
  Score: Raw -2611301.164580 + Penalty 3278.429176 = -2608022.735404
  nChanged 4
		SP:Iteration 61Q (142721.490000 sec): 3 clusters
  Score: Raw -2611301.834838 + Penalty 3278.429176 = -2608023.405662
  nChanged 2
		SP:Iteration 62Q (142721.810000 sec): 3 clusters
  Score: Raw -2611302.078362 + Penalty 3278.429176 = -2608023.649185
  nChanged 3
		SP:Iteration 63Q (142722.090000 sec): 3 clusters
  Score: Raw -2611302.438096 + Penalty 3278.429176 = -2608024.008919
  nChanged 1
		SP:Iteration 64Q (142722.380000 sec): 3 clusters
  Score: Raw -2611302.617692 + Penalty 3278.429176 = -2608024.188516
  nChanged 0
		SP:Iteration 65F (142722.700000 sec): 3 clusters
  Score: Raw -2611302.617692 + Penalty 3278.429176 = -2608024.188516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (8145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142722.830000 sec): 2 clusters
  Score: Raw -890747.490620 + Penalty 1463.338422 = -889284.152198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142723.070000 sec): 3 clusters
  Score: Raw -886250.701583 + Penalty 2926.676844 = -883324.024738
  nChanged 3433
		SP:Iteration 1F (142723.240000 sec): 3 clusters
  Score: Raw -888074.339455 + Penalty 2926.676844 = -885147.662610
  nChanged 501
		SP:Iteration 2F (142723.450000 sec): 3 clusters
  Score: Raw -888302.044566 + Penalty 2926.676844 = -885375.367722
  nChanged 433
		SP:Iteration 3F (142723.690000 sec): 3 clusters
  Score: Raw -888491.699742 + Penalty 2926.676844 = -885565.022897
  nChanged 359
		SP:Iteration 4Q (142723.870000 sec): 3 clusters
  Score: Raw -888638.837335 + Penalty 2926.676844 = -885712.160491
  nChanged 340
		SP:Iteration 5Q (142724.050000 sec): 3 clusters
  Score: Raw -888787.048625 + Penalty 2926.676844 = -885860.371781
  nChanged 359
		SP:Iteration 6Q (142724.250000 sec): 3 clusters
  Score: Raw -888967.963979 + Penalty 2926.676844 = -886041.287135
  nChanged 361
		SP:Iteration 7Q (142724.440000 sec): 3 clusters
  Score: Raw -889192.698943 + Penalty 2926.676844 = -886266.022099
  nChanged 416
		SP:Iteration 8F (142724.620000 sec): 3 clusters
  Score: Raw -889489.817032 + Penalty 2926.676844 = -886563.140187
  nChanged 431
		SP:Iteration 9F (142724.840000 sec): 3 clusters
  Score: Raw -889808.105004 + Penalty 2926.676844 = -886881.428160
  nChanged 364
		SP:Iteration 10Q (142725.090000 sec): 3 clusters
  Score: Raw -890082.982290 + Penalty 2926.676844 = -887156.305446
  nChanged 294
		SP:Iteration 11Q (142725.300000 sec): 3 clusters
  Score: Raw -890316.186386 + Penalty 2926.676844 = -887389.509541
  nChanged 242
		SP:Iteration 12Q (142725.490000 sec): 3 clusters
  Score: Raw -890502.055188 + Penalty 2926.676844 = -887575.378343
  nChanged 160
		SP:Iteration 13Q (142725.740000 sec): 3 clusters
  Score: Raw -890618.375966 + Penalty 2926.676844 = -887691.699121
  nChanged 107
		SP:Iteration 14Q (142725.950000 sec): 3 clusters
  Score: Raw -890712.486519 + Penalty 2926.676844 = -887785.809675
  nChanged 80
		SP:Iteration 15Q (142726.170000 sec): 3 clusters
  Score: Raw -890768.915915 + Penalty 2926.676844 = -887842.239071
  nChanged 50
		SP:Iteration 16Q (142726.380000 sec): 3 clusters
  Score: Raw -890807.081602 + Penalty 2926.676844 = -887880.404758
  nChanged 42
		SP:Iteration 17Q (142726.610000 sec): 3 clusters
  Score: Raw -890842.319793 + Penalty 2926.676844 = -887915.642948
  nChanged 27
		SP:Iteration 18Q (142726.830000 sec): 3 clusters
  Score: Raw -890873.184777 + Penalty 2926.676844 = -887946.507932
  nChanged 24
		SP:Iteration 19Q (142727.050000 sec): 3 clusters
  Score: Raw -890898.838998 + Penalty 2926.676844 = -887972.162154
  nChanged 20
		SP:Iteration 20F (142727.210000 sec): 3 clusters
  Score: Raw -890919.476830 + Penalty 2926.676844 = -887992.799986
  nChanged 16
		SP:Iteration 21Q (142727.450000 sec): 3 clusters
  Score: Raw -890934.157681 + Penalty 2926.676844 = -888007.480836
  nChanged 10
		SP:Iteration 22Q (142727.660000 sec): 3 clusters
  Score: Raw -890942.824585 + Penalty 2926.676844 = -888016.147741
  nChanged 3
		SP:Iteration 23Q (142727.850000 sec): 3 clusters
  Score: Raw -890945.621539 + Penalty 2926.676844 = -888018.944694
  nChanged 0
		SP:Iteration 24F (142728.050000 sec): 3 clusters
  Score: Raw -890945.621539 + Penalty 2926.676844 = -888018.944694
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (99679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142728.590000 sec): 2 clusters
  Score: Raw -10977579.975850 + Penalty 1870.327924 = -10975709.647926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142729.360000 sec): 3 clusters
  Score: Raw -10912461.370294 + Penalty 3740.655848 = -10908720.714446
  nChanged 47866
		SP:Iteration 1F (142730.060000 sec): 3 clusters
  Score: Raw -10939995.418706 + Penalty 3740.655848 = -10936254.762857
  nChanged 3221
		SP:Iteration 2Q (142730.770000 sec): 3 clusters
  Score: Raw -10940884.767999 + Penalty 3740.655848 = -10937144.112151
  nChanged 3766
		SP:Iteration 3Q (142731.550000 sec): 3 clusters
  Score: Raw -10942186.594643 + Penalty 3740.655848 = -10938445.938795
  nChanged 4555
		SP:Iteration 4Q (142732.230000 sec): 3 clusters
  Score: Raw -10944255.843323 + Penalty 3740.655848 = -10940515.187475
  nChanged 5982
		SP:Iteration 5F (142732.910000 sec): 3 clusters
  Score: Raw -10947929.185411 + Penalty 3740.655848 = -10944188.529563
  nChanged 7644
		SP:Iteration 6F (142733.500000 sec): 3 clusters
  Score: Raw -10953860.095301 + Penalty 3740.655848 = -10950119.439453
  nChanged 8572
		SP:Iteration 7F (142734.070000 sec): 3 clusters
  Score: Raw -10961685.940516 + Penalty 3740.655848 = -10957945.284668
  nChanged 7686
		SP:Iteration 8F (142734.650000 sec): 3 clusters
  Score: Raw -10969291.512896 + Penalty 3740.655848 = -10965550.857048
  nChanged 4925
		SP:Iteration 9Q (142735.250000 sec): 3 clusters
  Score: Raw -10974117.523709 + Penalty 3740.655848 = -10970376.867861
  nChanged 2419
		SP:Iteration 10Q (142735.970000 sec): 3 clusters
  Score: Raw -10976398.123566 + Penalty 3740.655848 = -10972657.467718
  nChanged 937
		SP:Iteration 11Q (142736.660000 sec): 3 clusters
  Score: Raw -10977252.041695 + Penalty 3740.655848 = -10973511.385846
  nChanged 329
		SP:Iteration 12Q (142737.430000 sec): 3 clusters
  Score: Raw -10977553.195445 + Penalty 3740.655848 = -10973812.539597
  nChanged 125
		SP:Iteration 13Q (142738.150000 sec): 3 clusters
  Score: Raw -10977683.543099 + Penalty 3740.655848 = -10973942.887251
  nChanged 58
		SP:Iteration 14Q (142738.850000 sec): 3 clusters
  Score: Raw -10977748.285232 + Penalty 3740.655848 = -10974007.629384
  nChanged 27
		SP:Iteration 15Q (142739.450000 sec): 3 clusters
  Score: Raw -10977784.083975 + Penalty 3740.655848 = -10974043.428127
  nChanged 27
		SP:Iteration 16Q (142740.090000 sec): 3 clusters
  Score: Raw -10977819.870665 + Penalty 3740.655848 = -10974079.214817
  nChanged 16
		SP:Iteration 17Q (142740.760000 sec): 3 clusters
  Score: Raw -10977835.584767 + Penalty 3740.655848 = -10974094.928919
  nChanged 9
		SP:Iteration 18Q (142741.440000 sec): 3 clusters
  Score: Raw -10977852.189047 + Penalty 3740.655848 = -10974111.533199
  nChanged 15
		SP:Iteration 19Q (142742.170000 sec): 3 clusters
  Score: Raw -10977867.681616 + Penalty 3740.655848 = -10974127.025768
  nChanged 8
		SP:Iteration 20F (142742.870000 sec): 3 clusters
  Score: Raw -10977878.552387 + Penalty 3740.655848 = -10974137.896539
  nChanged 5
		SP:Iteration 21Q (142743.500000 sec): 3 clusters
  Score: Raw -10977885.930498 + Penalty 3740.655848 = -10974145.274650
  nChanged 3
		SP:Iteration 22Q (142744.170000 sec): 3 clusters
  Score: Raw -10977889.298170 + Penalty 3740.655848 = -10974148.642322
  nChanged 2
		SP:Iteration 23Q (142744.820000 sec): 3 clusters
  Score: Raw -10977891.316697 + Penalty 3740.655848 = -10974150.660848
  nChanged 1
		SP:Iteration 24Q (142745.520000 sec): 3 clusters
  Score: Raw -10977892.699113 + Penalty 3740.655848 = -10974152.043265
  nChanged 1
		SP:Iteration 25Q (142746.210000 sec): 3 clusters
  Score: Raw -10977894.254878 + Penalty 3740.655848 = -10974153.599030
  nChanged 2
		SP:Iteration 26Q (142746.970000 sec): 3 clusters
  Score: Raw -10977897.231265 + Penalty 3740.655848 = -10974156.575417
  nChanged 2
		SP:Iteration 27Q (142747.700000 sec): 3 clusters
  Score: Raw -10977900.220249 + Penalty 3740.655848 = -10974159.564401
  nChanged 2
		SP:Iteration 28Q (142748.330000 sec): 3 clusters
  Score: Raw -10977901.641429 + Penalty 3740.655848 = -10974160.985581
  nChanged 0
		SP:Iteration 29F (142748.940000 sec): 3 clusters
  Score: Raw -10977901.641429 + Penalty 3740.655848 = -10974160.985581
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142749.070000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142749.270000 sec): 3 clusters
  Score: Raw -110207.536971 + Penalty 2258.703348 = -107948.833624
  nChanged 322
		SP:Iteration 1F (142749.430000 sec): 3 clusters
  Score: Raw -110542.093401 + Penalty 2258.703348 = -108283.390053
  nChanged 88
		SP:Iteration 2F (142749.610000 sec): 3 clusters
  Score: Raw -110637.986617 + Penalty 2258.703348 = -108379.283269
  nChanged 43
		SP:Iteration 3Q (142749.840000 sec): 3 clusters
  Score: Raw -110701.139997 + Penalty 2258.703348 = -108442.436649
  nChanged 43
		SP:Iteration 4Q (142750.030000 sec): 3 clusters
  Score: Raw -110758.443574 + Penalty 2258.703348 = -108499.740226
  nChanged 41
		SP:Iteration 5Q (142750.210000 sec): 3 clusters
  Score: Raw -110799.038288 + Penalty 2258.703348 = -108540.334940
  nChanged 24
		SP:Iteration 6Q (142750.410000 sec): 3 clusters
  Score: Raw -110823.848377 + Penalty 2258.703348 = -108565.145030
  nChanged 16
		SP:Iteration 7Q (142750.550000 sec): 3 clusters
  Score: Raw -110838.408378 + Penalty 2258.703348 = -108579.705030
  nChanged 14
		SP:Iteration 8Q (142750.740000 sec): 3 clusters
  Score: Raw -110849.859479 + Penalty 2258.703348 = -108591.156132
  nChanged 11
		SP:Iteration 9Q (142750.930000 sec): 3 clusters
  Score: Raw -110862.529772 + Penalty 2258.703348 = -108603.826424
  nChanged 11
		SP:Iteration 10Q (142751.110000 sec): 3 clusters
  Score: Raw -110873.230565 + Penalty 2258.703348 = -108614.527217
  nChanged 8
		SP:Iteration 11Q (142751.260000 sec): 3 clusters
  Score: Raw -110880.307947 + Penalty 2258.703348 = -108621.604599
  nChanged 3
		SP:Iteration 12Q (142751.430000 sec): 3 clusters
  Score: Raw -110882.270432 + Penalty 2258.703348 = -108623.567084
  nChanged 1
		SP:Iteration 13Q (142751.550000 sec): 3 clusters
  Score: Raw -110882.691439 + Penalty 2258.703348 = -108623.988091
  nChanged 0
		SP:Iteration 14F (142751.730000 sec): 3 clusters
  Score: Raw -110882.691439 + Penalty 2258.703348 = -108623.988091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142751.880000 sec): 2 clusters
  Score: Raw -1324469.492356 + Penalty 1519.278543 = -1322950.213813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142752.110000 sec): 3 clusters
  Score: Raw -1317842.559817 + Penalty 3038.557087 = -1314804.002731
  nChanged 5018
		SP:Iteration 1F (142752.330000 sec): 3 clusters
  Score: Raw -1320587.644464 + Penalty 3038.557087 = -1317549.087378
  nChanged 653
		SP:Iteration 2F (142752.580000 sec): 3 clusters
  Score: Raw -1320869.254570 + Penalty 3038.557087 = -1317830.697483
  nChanged 597
		SP:Iteration 3F (142752.800000 sec): 3 clusters
  Score: Raw -1321174.461064 + Penalty 3038.557087 = -1318135.903977
  nChanged 616
		SP:Iteration 4F (142753.020000 sec): 3 clusters
  Score: Raw -1321538.844329 + Penalty 3038.557087 = -1318500.287242
  nChanged 691
		SP:Iteration 5F (142753.230000 sec): 3 clusters
  Score: Raw -1321999.279102 + Penalty 3038.557087 = -1318960.722015
  nChanged 765
		SP:Iteration 6F (142753.480000 sec): 3 clusters
  Score: Raw -1322618.501483 + Penalty 3038.557087 = -1319579.944396
  nChanged 744
		SP:Iteration 7F (142753.720000 sec): 3 clusters
  Score: Raw -1323292.617648 + Penalty 3038.557087 = -1320254.060562
  nChanged 586
		SP:Iteration 8F (142753.940000 sec): 3 clusters
  Score: Raw -1323831.049295 + Penalty 3038.557087 = -1320792.492209
  nChanged 375
		SP:Iteration 9Q (142754.210000 sec): 3 clusters
  Score: Raw -1324182.898376 + Penalty 3038.557087 = -1321144.341290
  nChanged 209
		SP:Iteration 10Q (142754.380000 sec): 3 clusters
  Score: Raw -1324403.877475 + Penalty 3038.557087 = -1321365.320389
  nChanged 105
		SP:Iteration 11Q (142754.630000 sec): 3 clusters
  Score: Raw -1324520.427932 + Penalty 3038.557087 = -1321481.870846
  nChanged 49
		SP:Iteration 12Q (142754.860000 sec): 3 clusters
  Score: Raw -1324569.669476 + Penalty 3038.557087 = -1321531.112390
  nChanged 27
		SP:Iteration 13Q (142755.020000 sec): 3 clusters
  Score: Raw -1324601.005097 + Penalty 3038.557087 = -1321562.448011
  nChanged 17
		SP:Iteration 14Q (142755.250000 sec): 3 clusters
  Score: Raw -1324617.869093 + Penalty 3038.557087 = -1321579.312007
  nChanged 8
		SP:Iteration 15Q (142755.500000 sec): 3 clusters
  Score: Raw -1324627.658395 + Penalty 3038.557087 = -1321589.101308
  nChanged 5
		SP:Iteration 16Q (142755.720000 sec): 3 clusters
  Score: Raw -1324633.236483 + Penalty 3038.557087 = -1321594.679396
  nChanged 3
		SP:Iteration 17Q (142755.970000 sec): 3 clusters
  Score: Raw -1324636.290451 + Penalty 3038.557087 = -1321597.733365
  nChanged 2
		SP:Iteration 18Q (142756.200000 sec): 3 clusters
  Score: Raw -1324638.558200 + Penalty 3038.557087 = -1321600.001114
  nChanged 2
		SP:Iteration 19Q (142756.420000 sec): 3 clusters
  Score: Raw -1324641.869517 + Penalty 3038.557087 = -1321603.312431
  nChanged 5
		SP:Iteration 20F (142756.660000 sec): 3 clusters
  Score: Raw -1324646.111490 + Penalty 3038.557087 = -1321607.554403
  nChanged 3
		SP:Iteration 21Q (142756.860000 sec): 3 clusters
  Score: Raw -1324649.700924 + Penalty 3038.557087 = -1321611.143837
  nChanged 2
		SP:Iteration 22Q (142757.070000 sec): 3 clusters
  Score: Raw -1324652.781370 + Penalty 3038.557087 = -1321614.224284
  nChanged 1
		SP:Iteration 23Q (142757.300000 sec): 3 clusters
  Score: Raw -1324653.951199 + Penalty 3038.557087 = -1321615.394112
  nChanged 1
		SP:Iteration 24Q (142757.510000 sec): 3 clusters
  Score: Raw -1324655.402489 + Penalty 3038.557087 = -1321616.845402
  nChanged 2
		SP:Iteration 25Q (142757.760000 sec): 3 clusters
  Score: Raw -1324657.911406 + Penalty 3038.557087 = -1321619.354320
  nChanged 1
		SP:Iteration 26Q (142758.000000 sec): 3 clusters
  Score: Raw -1324658.997112 + Penalty 3038.557087 = -1321620.440025
  nChanged 1
		SP:Iteration 27Q (142758.170000 sec): 3 clusters
  Score: Raw -1324660.720733 + Penalty 3038.557087 = -1321622.163647
  nChanged 1
		SP:Iteration 28Q (142758.410000 sec): 3 clusters
  Score: Raw -1324663.925030 + Penalty 3038.557087 = -1321625.367944
  nChanged 1
		SP:Iteration 29Q (142758.650000 sec): 3 clusters
  Score: Raw -1324664.989803 + Penalty 3038.557087 = -1321626.432716
  nChanged 0
		SP:Iteration 30F (142758.880000 sec): 3 clusters
  Score: Raw -1324664.989803 + Penalty 3038.557087 = -1321626.432716
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142759.100000 sec): 2 clusters
  Score: Raw -2567577.592551 + Penalty 1634.683938 = -2565942.908614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142759.410000 sec): 3 clusters
  Score: Raw -2553336.184739 + Penalty 3269.367875 = -2550066.816864
  nChanged 10648
		SP:Iteration 1F (142759.760000 sec): 3 clusters
  Score: Raw -2559334.914852 + Penalty 3269.367875 = -2556065.546976
  nChanged 1348
		SP:Iteration 2F (142760.100000 sec): 3 clusters
  Score: Raw -2559952.728307 + Penalty 3269.367875 = -2556683.360432
  nChanged 1384
		SP:Iteration 3F (142760.390000 sec): 3 clusters
  Score: Raw -2560715.340536 + Penalty 3269.367875 = -2557445.972661
  nChanged 1496
		SP:Iteration 4F (142760.700000 sec): 3 clusters
  Score: Raw -2561640.684426 + Penalty 3269.367875 = -2558371.316551
  nChanged 1627
		SP:Iteration 5F (142761.040000 sec): 3 clusters
  Score: Raw -2562796.880314 + Penalty 3269.367875 = -2559527.512439
  nChanged 1597
		SP:Iteration 6F (142761.310000 sec): 3 clusters
  Score: Raw -2564073.699530 + Penalty 3269.367875 = -2560804.331655
  nChanged 1394
		SP:Iteration 7F (142761.580000 sec): 3 clusters
  Score: Raw -2565221.231049 + Penalty 3269.367875 = -2561951.863173
  nChanged 1083
		SP:Iteration 8Q (142761.900000 sec): 3 clusters
  Score: Raw -2566125.862644 + Penalty 3269.367875 = -2562856.494769
  nChanged 819
		SP:Iteration 9Q (142762.170000 sec): 3 clusters
  Score: Raw -2566831.671431 + Penalty 3269.367875 = -2563562.303556
  nChanged 614
		SP:Iteration 10Q (142762.440000 sec): 3 clusters
  Score: Raw -2567336.730600 + Penalty 3269.367875 = -2564067.362725
  nChanged 397
		SP:Iteration 11Q (142762.740000 sec): 3 clusters
  Score: Raw -2567640.642593 + Penalty 3269.367875 = -2564371.274718
  nChanged 228
		SP:Iteration 12Q (142763.020000 sec): 3 clusters
  Score: Raw -2567816.405434 + Penalty 3269.367875 = -2564547.037559
  nChanged 145
		SP:Iteration 13Q (142763.300000 sec): 3 clusters
  Score: Raw -2567937.235254 + Penalty 3269.367875 = -2564667.867379
  nChanged 108
		SP:Iteration 14Q (142763.610000 sec): 3 clusters
  Score: Raw -2568018.008983 + Penalty 3269.367875 = -2564748.641107
  nChanged 81
		SP:Iteration 15Q (142763.890000 sec): 3 clusters
  Score: Raw -2568076.277154 + Penalty 3269.367875 = -2564806.909279
  nChanged 50
		SP:Iteration 16Q (142764.160000 sec): 3 clusters
  Score: Raw -2568108.968297 + Penalty 3269.367875 = -2564839.600422
  nChanged 44
		SP:Iteration 17Q (142764.500000 sec): 3 clusters
  Score: Raw -2568137.165540 + Penalty 3269.367875 = -2564867.797665
  nChanged 35
		SP:Iteration 18Q (142764.760000 sec): 3 clusters
  Score: Raw -2568163.394754 + Penalty 3269.367875 = -2564894.026879
  nChanged 35
		SP:Iteration 19Q (142765.020000 sec): 3 clusters
  Score: Raw -2568186.255479 + Penalty 3269.367875 = -2564916.887604
  nChanged 23
		SP:Iteration 20F (142765.310000 sec): 3 clusters
  Score: Raw -2568209.793991 + Penalty 3269.367875 = -2564940.426116
  nChanged 19
		SP:Iteration 21Q (142765.570000 sec): 3 clusters
  Score: Raw -2568226.007458 + Penalty 3269.367875 = -2564956.639583
  nChanged 21
		SP:Iteration 22Q (142765.830000 sec): 3 clusters
  Score: Raw -2568242.839988 + Penalty 3269.367875 = -2564973.472113
  nChanged 10
		SP:Iteration 23Q (142766.100000 sec): 3 clusters
  Score: Raw -2568248.179498 + Penalty 3269.367875 = -2564978.811622
  nChanged 8
		SP:Iteration 24Q (142766.420000 sec): 3 clusters
  Score: Raw -2568254.151590 + Penalty 3269.367875 = -2564984.783715
  nChanged 12
		SP:Iteration 25Q (142766.710000 sec): 3 clusters
  Score: Raw -2568262.899189 + Penalty 3269.367875 = -2564993.531314
  nChanged 12
		SP:Iteration 26Q (142766.940000 sec): 3 clusters
  Score: Raw -2568271.822236 + Penalty 3269.367875 = -2565002.454360
  nChanged 15
		SP:Iteration 27Q (142767.200000 sec): 3 clusters
  Score: Raw -2568280.706601 + Penalty 3269.367875 = -2565011.338725
  nChanged 15
		SP:Iteration 28Q (142767.530000 sec): 3 clusters
  Score: Raw -2568287.425516 + Penalty 3269.367875 = -2565018.057641
  nChanged 11
		SP:Iteration 29Q (142767.820000 sec): 3 clusters
  Score: Raw -2568291.550765 + Penalty 3269.367875 = -2565022.182890
  nChanged 4
		SP:Iteration 30Q (142768.080000 sec): 3 clusters
  Score: Raw -2568293.841211 + Penalty 3269.367875 = -2565024.473336
  nChanged 5
		SP:Iteration 31Q (142768.370000 sec): 3 clusters
  Score: Raw -2568297.945034 + Penalty 3269.367875 = -2565028.577159
  nChanged 4
		SP:Iteration 32Q (142768.590000 sec): 3 clusters
  Score: Raw -2568299.667330 + Penalty 3269.367875 = -2565030.299455
  nChanged 2
		SP:Iteration 33Q (142768.880000 sec): 3 clusters
  Score: Raw -2568300.633086 + Penalty 3269.367875 = -2565031.265211
  nChanged 5
		SP:Iteration 34Q (142769.170000 sec): 3 clusters
  Score: Raw -2568303.618882 + Penalty 3269.367875 = -2565034.251007
  nChanged 6
		SP:Iteration 35Q (142769.430000 sec): 3 clusters
  Score: Raw -2568308.687712 + Penalty 3269.367875 = -2565039.319837
  nChanged 12
		SP:Iteration 36Q (142769.720000 sec): 3 clusters
  Score: Raw -2568315.818689 + Penalty 3269.367875 = -2565046.450814
  nChanged 11
		SP:Iteration 37Q (142769.990000 sec): 3 clusters
  Score: Raw -2568324.382799 + Penalty 3269.367875 = -2565055.014923
  nChanged 6
		SP:Iteration 38Q (142770.250000 sec): 3 clusters
  Score: Raw -2568327.571413 + Penalty 3269.367875 = -2565058.203538
  nChanged 4
		SP:Iteration 39Q (142770.560000 sec): 3 clusters
  Score: Raw -2568329.611376 + Penalty 3269.367875 = -2565060.243501
  nChanged 3
		SP:Iteration 40F (142770.860000 sec): 3 clusters
  Score: Raw -2568331.627067 + Penalty 3269.367875 = -2565062.259192
  nChanged 3
		SP:Iteration 41Q (142771.140000 sec): 3 clusters
  Score: Raw -2568333.190227 + Penalty 3269.367875 = -2565063.822351
  nChanged 2
		SP:Iteration 42Q (142771.380000 sec): 3 clusters
  Score: Raw -2568333.954200 + Penalty 3269.367875 = -2565064.586325
  nChanged 2
		SP:Iteration 43Q (142771.680000 sec): 3 clusters
  Score: Raw -2568335.104386 + Penalty 3269.367875 = -2565065.736511
  nChanged 1
		SP:Iteration 44Q (142771.920000 sec): 3 clusters
  Score: Raw -2568335.721496 + Penalty 3269.367875 = -2565066.353621
  nChanged 2
		SP:Iteration 45Q (142772.190000 sec): 3 clusters
  Score: Raw -2568336.654852 + Penalty 3269.367875 = -2565067.286977
  nChanged 2
		SP:Iteration 46Q (142772.450000 sec): 3 clusters
  Score: Raw -2568337.011294 + Penalty 3269.367875 = -2565067.643418
  nChanged 0
		SP:Iteration 47F (142772.760000 sec): 3 clusters
  Score: Raw -2568337.011294 + Penalty 3269.367875 = -2565067.643418
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142772.880000 sec): 2 clusters
  Score: Raw -847418.772286 + Penalty 1454.081864 = -845964.690422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142773.110000 sec): 3 clusters
  Score: Raw -843243.642975 + Penalty 2908.163727 = -840335.479248
  nChanged 3185
		SP:Iteration 1F (142773.320000 sec): 3 clusters
  Score: Raw -845022.080498 + Penalty 2908.163727 = -842113.916771
  nChanged 570
		SP:Iteration 2F (142773.530000 sec): 3 clusters
  Score: Raw -845403.362102 + Penalty 2908.163727 = -842495.198375
  nChanged 561
		SP:Iteration 3F (142773.780000 sec): 3 clusters
  Score: Raw -845940.303912 + Penalty 2908.163727 = -843032.140185
  nChanged 672
		SP:Iteration 4F (142773.970000 sec): 3 clusters
  Score: Raw -846595.834895 + Penalty 2908.163727 = -843687.671168
  nChanged 593
		SP:Iteration 5F (142774.130000 sec): 3 clusters
  Score: Raw -847088.814628 + Penalty 2908.163727 = -844180.650901
  nChanged 437
		SP:Iteration 6F (142774.350000 sec): 3 clusters
  Score: Raw -847351.910653 + Penalty 2908.163727 = -844443.746926
  nChanged 276
		SP:Iteration 7Q (142774.530000 sec): 3 clusters
  Score: Raw -847471.846634 + Penalty 2908.163727 = -844563.682907
  nChanged 200
		SP:Iteration 8Q (142774.720000 sec): 3 clusters
  Score: Raw -847542.012955 + Penalty 2908.163727 = -844633.849228
  nChanged 125
		SP:Iteration 9Q (142774.970000 sec): 3 clusters
  Score: Raw -847576.218224 + Penalty 2908.163727 = -844668.054497
  nChanged 75
		SP:Iteration 10Q (142775.190000 sec): 3 clusters
  Score: Raw -847596.340861 + Penalty 2908.163727 = -844688.177134
  nChanged 60
		SP:Iteration 11Q (142775.430000 sec): 3 clusters
  Score: Raw -847610.199302 + Penalty 2908.163727 = -844702.035575
  nChanged 37
		SP:Iteration 12Q (142775.640000 sec): 3 clusters
  Score: Raw -847616.467498 + Penalty 2908.163727 = -844708.303771
  nChanged 22
		SP:Iteration 13Q (142775.830000 sec): 3 clusters
  Score: Raw -847620.259181 + Penalty 2908.163727 = -844712.095454
  nChanged 21
		SP:Iteration 14Q (142776.040000 sec): 3 clusters
  Score: Raw -847624.992826 + Penalty 2908.163727 = -844716.829099
  nChanged 18
		SP:Iteration 15Q (142776.270000 sec): 3 clusters
  Score: Raw -847628.055812 + Penalty 2908.163727 = -844719.892085
  nChanged 16
		SP:Iteration 16Q (142776.450000 sec): 3 clusters
  Score: Raw -847631.206464 + Penalty 2908.163727 = -844723.042737
  nChanged 18
		SP:Iteration 17Q (142776.620000 sec): 3 clusters
  Score: Raw -847633.745822 + Penalty 2908.163727 = -844725.582095
  nChanged 17
		SP:Iteration 18Q (142776.810000 sec): 3 clusters
  Score: Raw -847636.149226 + Penalty 2908.163727 = -844727.985498
  nChanged 11
		SP:Iteration 19Q (142776.980000 sec): 3 clusters
  Score: Raw -847637.805281 + Penalty 2908.163727 = -844729.641554
  nChanged 12
		SP:Iteration 20F (142777.160000 sec): 3 clusters
  Score: Raw -847639.530960 + Penalty 2908.163727 = -844731.367233
  nChanged 6
		SP:Iteration 21Q (142777.370000 sec): 3 clusters
  Score: Raw -847640.569365 + Penalty 2908.163727 = -844732.405638
  nChanged 9
		SP:Iteration 22Q (142777.600000 sec): 3 clusters
  Score: Raw -847641.545029 + Penalty 2908.163727 = -844733.381302
  nChanged 6
		SP:Iteration 23Q (142777.840000 sec): 3 clusters
  Score: Raw -847642.324979 + Penalty 2908.163727 = -844734.161252
  nChanged 6
		SP:Iteration 24Q (142778.060000 sec): 3 clusters
  Score: Raw -847643.193101 + Penalty 2908.163727 = -844735.029374
  nChanged 5
		SP:Iteration 25Q (142778.260000 sec): 3 clusters
  Score: Raw -847643.544254 + Penalty 2908.163727 = -844735.380527
  nChanged 2
		SP:Iteration 26Q (142778.470000 sec): 3 clusters
  Score: Raw -847643.914335 + Penalty 2908.163727 = -844735.750608
  nChanged 2
		SP:Iteration 27Q (142778.700000 sec): 3 clusters
  Score: Raw -847644.214889 + Penalty 2908.163727 = -844736.051162
  nChanged 4
		SP:Iteration 28Q (142778.880000 sec): 3 clusters
  Score: Raw -847644.628730 + Penalty 2908.163727 = -844736.465003
  nChanged 6
		SP:Iteration 29Q (142779.080000 sec): 3 clusters
  Score: Raw -847645.605646 + Penalty 2908.163727 = -844737.441919
  nChanged 3
		SP:Iteration 30Q (142779.320000 sec): 3 clusters
  Score: Raw -847646.014516 + Penalty 2908.163727 = -844737.850789
  nChanged 4
		SP:Iteration 31Q (142779.530000 sec): 3 clusters
  Score: Raw -847646.679056 + Penalty 2908.163727 = -844738.515329
  nChanged 4
		SP:Iteration 32Q (142779.760000 sec): 3 clusters
  Score: Raw -847647.559961 + Penalty 2908.163727 = -844739.396234
  nChanged 3
		SP:Iteration 33Q (142779.960000 sec): 3 clusters
  Score: Raw -847647.827246 + Penalty 2908.163727 = -844739.663519
  nChanged 2
		SP:Iteration 34Q (142780.150000 sec): 3 clusters
  Score: Raw -847648.055790 + Penalty 2908.163727 = -844739.892063
  nChanged 4
		SP:Iteration 35Q (142780.340000 sec): 3 clusters
  Score: Raw -847648.507852 + Penalty 2908.163727 = -844740.344125
  nChanged 1
		SP:Iteration 36Q (142780.590000 sec): 3 clusters
  Score: Raw -847648.630850 + Penalty 2908.163727 = -844740.467123
  nChanged 3
		SP:Iteration 37Q (142780.770000 sec): 3 clusters
  Score: Raw -847648.969099 + Penalty 2908.163727 = -844740.805372
  nChanged 1
		SP:Iteration 38Q (142780.930000 sec): 3 clusters
  Score: Raw -847649.223421 + Penalty 2908.163727 = -844741.059694
  nChanged 1
		SP:Iteration 39Q (142781.150000 sec): 3 clusters
  Score: Raw -847649.420736 + Penalty 2908.163727 = -844741.257009
  nChanged 2
		SP:Iteration 40F (142781.370000 sec): 3 clusters
  Score: Raw -847649.705817 + Penalty 2908.163727 = -844741.542090
  nChanged 5
		SP:Iteration 41Q (142781.560000 sec): 3 clusters
  Score: Raw -847650.718634 + Penalty 2908.163727 = -844742.554906
  nChanged 9
		SP:Iteration 42Q (142781.720000 sec): 3 clusters
  Score: Raw -847652.856449 + Penalty 2908.163727 = -844744.692721
  nChanged 12
		SP:Iteration 43Q (142781.930000 sec): 3 clusters
  Score: Raw -847654.942891 + Penalty 2908.163727 = -844746.779164
  nChanged 12
		SP:Iteration 44Q (142782.150000 sec): 3 clusters
  Score: Raw -847656.648835 + Penalty 2908.163727 = -844748.485107
  nChanged 9
		SP:Iteration 45Q (142782.310000 sec): 3 clusters
  Score: Raw -847657.907543 + Penalty 2908.163727 = -844749.743816
  nChanged 9
		SP:Iteration 46Q (142782.460000 sec): 3 clusters
  Score: Raw -847659.110211 + Penalty 2908.163727 = -844750.946484
  nChanged 11
		SP:Iteration 47Q (142782.630000 sec): 3 clusters
  Score: Raw -847660.391390 + Penalty 2908.163727 = -844752.227663
  nChanged 8
		SP:Iteration 48Q (142782.860000 sec): 3 clusters
  Score: Raw -847662.087675 + Penalty 2908.163727 = -844753.923948
  nChanged 7
		SP:Iteration 49Q (142783.090000 sec): 3 clusters
  Score: Raw -847663.502599 + Penalty 2908.163727 = -844755.338872
  nChanged 11
		SP:Iteration 50Q (142783.280000 sec): 3 clusters
  Score: Raw -847665.519504 + Penalty 2908.163727 = -844757.355777
  nChanged 16
		SP:Iteration 51Q (142783.470000 sec): 3 clusters
  Score: Raw -847668.609668 + Penalty 2908.163727 = -844760.445941
  nChanged 18
		SP:Iteration 52Q (142783.720000 sec): 3 clusters
  Score: Raw -847671.582990 + Penalty 2908.163727 = -844763.419263
  nChanged 17
		SP:Iteration 53Q (142783.890000 sec): 3 clusters
  Score: Raw -847674.248004 + Penalty 2908.163727 = -844766.084277
  nChanged 11
		SP:Iteration 54Q (142784.100000 sec): 3 clusters
  Score: Raw -847675.886069 + Penalty 2908.163727 = -844767.722341
  nChanged 12
		SP:Iteration 55Q (142784.300000 sec): 3 clusters
  Score: Raw -847677.384623 + Penalty 2908.163727 = -844769.220896
  nChanged 8
		SP:Iteration 56Q (142784.510000 sec): 3 clusters
  Score: Raw -847678.167574 + Penalty 2908.163727 = -844770.003847
  nChanged 5
		SP:Iteration 57Q (142784.720000 sec): 3 clusters
  Score: Raw -847678.937559 + Penalty 2908.163727 = -844770.773832
  nChanged 6
		SP:Iteration 58Q (142784.930000 sec): 3 clusters
  Score: Raw -847679.625897 + Penalty 2908.163727 = -844771.462169
  nChanged 6
		SP:Iteration 59Q (142785.110000 sec): 3 clusters
  Score: Raw -847680.420493 + Penalty 2908.163727 = -844772.256766
  nChanged 4
		SP:Iteration 60F (142785.300000 sec): 3 clusters
  Score: Raw -847681.043932 + Penalty 2908.163727 = -844772.880205
  nChanged 3
		SP:Iteration 61Q (142785.500000 sec): 3 clusters
  Score: Raw -847681.253629 + Penalty 2908.163727 = -844773.089902
  nChanged 1
		SP:Iteration 62Q (142785.690000 sec): 3 clusters
  Score: Raw -847681.303604 + Penalty 2908.163727 = -844773.139877
  nChanged 0
		SP:Iteration 63F (142785.840000 sec): 3 clusters
  Score: Raw -847681.303604 + Penalty 2908.163727 = -844773.139877
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (9553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142786.040000 sec): 2 clusters
  Score: Raw -1038356.710184 + Penalty 1489.249210 = -1036867.460975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142786.230000 sec): 3 clusters
  Score: Raw -1032943.064948 + Penalty 2978.498419 = -1029964.566528
  nChanged 4071
		SP:Iteration 1F (142786.430000 sec): 3 clusters
  Score: Raw -1035331.167615 + Penalty 2978.498419 = -1032352.669196
  nChanged 746
		SP:Iteration 2F (142786.600000 sec): 3 clusters
  Score: Raw -1035743.752650 + Penalty 2978.498419 = -1032765.254231
  nChanged 599
		SP:Iteration 3F (142786.810000 sec): 3 clusters
  Score: Raw -1036115.445701 + Penalty 2978.498419 = -1033136.947282
  nChanged 540
		SP:Iteration 4F (142787.020000 sec): 3 clusters
  Score: Raw -1036441.966963 + Penalty 2978.498419 = -1033463.468544
  nChanged 498
		SP:Iteration 5F (142787.230000 sec): 3 clusters
  Score: Raw -1036770.370601 + Penalty 2978.498419 = -1033791.872182
  nChanged 487
		SP:Iteration 6F (142787.430000 sec): 3 clusters
  Score: Raw -1037125.239713 + Penalty 2978.498419 = -1034146.741294
  nChanged 414
		SP:Iteration 7Q (142787.630000 sec): 3 clusters
  Score: Raw -1037449.955820 + Penalty 2978.498419 = -1034471.457401
  nChanged 332
		SP:Iteration 8Q (142787.840000 sec): 3 clusters
  Score: Raw -1037710.342957 + Penalty 2978.498419 = -1034731.844538
  nChanged 299
		SP:Iteration 9Q (142788.060000 sec): 3 clusters
  Score: Raw -1037934.610498 + Penalty 2978.498419 = -1034956.112079
  nChanged 247
		SP:Iteration 10Q (142788.290000 sec): 3 clusters
  Score: Raw -1038084.820983 + Penalty 2978.498419 = -1035106.322564
  nChanged 193
		SP:Iteration 11Q (142788.480000 sec): 3 clusters
  Score: Raw -1038208.955203 + Penalty 2978.498419 = -1035230.456784
  nChanged 152
		SP:Iteration 12Q (142788.690000 sec): 3 clusters
  Score: Raw -1038305.496859 + Penalty 2978.498419 = -1035326.998440
  nChanged 116
		SP:Iteration 13Q (142788.900000 sec): 3 clusters
  Score: Raw -1038362.196961 + Penalty 2978.498419 = -1035383.698542
  nChanged 76
		SP:Iteration 14Q (142789.140000 sec): 3 clusters
  Score: Raw -1038399.358232 + Penalty 2978.498419 = -1035420.859813
  nChanged 77
		SP:Iteration 15Q (142789.390000 sec): 3 clusters
  Score: Raw -1038440.415913 + Penalty 2978.498419 = -1035461.917494
  nChanged 58
		SP:Iteration 16Q (142789.610000 sec): 3 clusters
  Score: Raw -1038472.990629 + Penalty 2978.498419 = -1035494.492210
  nChanged 51
		SP:Iteration 17Q (142789.780000 sec): 3 clusters
  Score: Raw -1038498.628675 + Penalty 2978.498419 = -1035520.130256
  nChanged 42
		SP:Iteration 18Q (142789.970000 sec): 3 clusters
  Score: Raw -1038517.437815 + Penalty 2978.498419 = -1035538.939396
  nChanged 38
		SP:Iteration 19Q (142790.210000 sec): 3 clusters
  Score: Raw -1038534.001811 + Penalty 2978.498419 = -1035555.503391
  nChanged 33
		SP:Iteration 20F (142790.400000 sec): 3 clusters
  Score: Raw -1038548.872062 + Penalty 2978.498419 = -1035570.373643
  nChanged 36
		SP:Iteration 21Q (142790.580000 sec): 3 clusters
  Score: Raw -1038568.477183 + Penalty 2978.498419 = -1035589.978764
  nChanged 35
		SP:Iteration 22Q (142790.780000 sec): 3 clusters
  Score: Raw -1038585.511775 + Penalty 2978.498419 = -1035607.013356
  nChanged 45
		SP:Iteration 23Q (142791.010000 sec): 3 clusters
  Score: Raw -1038612.631247 + Penalty 2978.498419 = -1035634.132827
  nChanged 42
		SP:Iteration 24Q (142791.240000 sec): 3 clusters
  Score: Raw -1038634.516495 + Penalty 2978.498419 = -1035656.018076
  nChanged 32
		SP:Iteration 25Q (142791.430000 sec): 3 clusters
  Score: Raw -1038651.689472 + Penalty 2978.498419 = -1035673.191053
  nChanged 32
		SP:Iteration 26Q (142791.630000 sec): 3 clusters
  Score: Raw -1038665.605796 + Penalty 2978.498419 = -1035687.107377
  nChanged 19
		SP:Iteration 27Q (142791.850000 sec): 3 clusters
  Score: Raw -1038672.571347 + Penalty 2978.498419 = -1035694.072927
  nChanged 14
		SP:Iteration 28Q (142792.070000 sec): 3 clusters
  Score: Raw -1038681.249730 + Penalty 2978.498419 = -1035702.751311
  nChanged 21
		SP:Iteration 29Q (142792.240000 sec): 3 clusters
  Score: Raw -1038691.933038 + Penalty 2978.498419 = -1035713.434618
  nChanged 21
		SP:Iteration 30Q (142792.460000 sec): 3 clusters
  Score: Raw -1038701.759511 + Penalty 2978.498419 = -1035723.261092
  nChanged 17
		SP:Iteration 31Q (142792.700000 sec): 3 clusters
  Score: Raw -1038709.250127 + Penalty 2978.498419 = -1035730.751707
  nChanged 10
		SP:Iteration 32Q (142792.880000 sec): 3 clusters
  Score: Raw -1038712.990795 + Penalty 2978.498419 = -1035734.492376
  nChanged 9
		SP:Iteration 33Q (142793.110000 sec): 3 clusters
  Score: Raw -1038715.566634 + Penalty 2978.498419 = -1035737.068215
  nChanged 10
		SP:Iteration 34Q (142793.370000 sec): 3 clusters
  Score: Raw -1038720.340518 + Penalty 2978.498419 = -1035741.842099
  nChanged 5
		SP:Iteration 35Q (142793.510000 sec): 3 clusters
  Score: Raw -1038722.647624 + Penalty 2978.498419 = -1035744.149205
  nChanged 4
		SP:Iteration 36Q (142793.750000 sec): 3 clusters
  Score: Raw -1038724.503780 + Penalty 2978.498419 = -1035746.005361
  nChanged 2
		SP:Iteration 37Q (142793.930000 sec): 3 clusters
  Score: Raw -1038725.385111 + Penalty 2978.498419 = -1035746.886692
  nChanged 5
		SP:Iteration 38Q (142794.150000 sec): 3 clusters
  Score: Raw -1038726.451318 + Penalty 2978.498419 = -1035747.952899
  nChanged 1
		SP:Iteration 39Q (142794.360000 sec): 3 clusters
  Score: Raw -1038726.643874 + Penalty 2978.498419 = -1035748.145455
  nChanged 1
		SP:Iteration 40F (142794.570000 sec): 3 clusters
  Score: Raw -1038726.981843 + Penalty 2978.498419 = -1035748.483424
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142794.660000 sec): 2 clusters
  Score: Raw -760041.220547 + Penalty 1436.500173 = -758604.720374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142794.910000 sec): 3 clusters
  Score: Raw -756400.912784 + Penalty 2873.000346 = -753527.912438
  nChanged 2764
		SP:Iteration 1F (142795.100000 sec): 3 clusters
  Score: Raw -757917.092225 + Penalty 2873.000346 = -755044.091878
  nChanged 457
		SP:Iteration 2F (142795.300000 sec): 3 clusters
  Score: Raw -758191.495354 + Penalty 2873.000346 = -755318.495008
  nChanged 390
		SP:Iteration 3F (142795.470000 sec): 3 clusters
  Score: Raw -758441.030502 + Penalty 2873.000346 = -755568.030155
  nChanged 362
		SP:Iteration 4F (142795.620000 sec): 3 clusters
  Score: Raw -758673.587536 + Penalty 2873.000346 = -755800.587189
  nChanged 338
		SP:Iteration 5Q (142795.800000 sec): 3 clusters
  Score: Raw -758879.118933 + Penalty 2873.000346 = -756006.118587
  nChanged 315
		SP:Iteration 6Q (142796.020000 sec): 3 clusters
  Score: Raw -759071.793885 + Penalty 2873.000346 = -756198.793538
  nChanged 298
		SP:Iteration 7Q (142796.160000 sec): 3 clusters
  Score: Raw -759258.142910 + Penalty 2873.000346 = -756385.142564
  nChanged 255
		SP:Iteration 8Q (142796.410000 sec): 3 clusters
  Score: Raw -759439.374626 + Penalty 2873.000346 = -756566.374280
  nChanged 231
		SP:Iteration 9Q (142796.560000 sec): 3 clusters
  Score: Raw -759603.163229 + Penalty 2873.000346 = -756730.162882
  nChanged 217
		SP:Iteration 10Q (142796.760000 sec): 3 clusters
  Score: Raw -759760.786042 + Penalty 2873.000346 = -756887.785696
  nChanged 175
		SP:Iteration 11Q (142796.890000 sec): 3 clusters
  Score: Raw -759899.129751 + Penalty 2873.000346 = -757026.129405
  nChanged 163
		SP:Iteration 12Q (142797.090000 sec): 3 clusters
  Score: Raw -760009.188164 + Penalty 2873.000346 = -757136.187817
  nChanged 124
		SP:Iteration 13Q (142797.280000 sec): 3 clusters
  Score: Raw -760081.035033 + Penalty 2873.000346 = -757208.034687
  nChanged 108
		SP:Iteration 14Q (142797.450000 sec): 3 clusters
  Score: Raw -760138.632344 + Penalty 2873.000346 = -757265.631998
  nChanged 92
		SP:Iteration 15Q (142797.580000 sec): 3 clusters
  Score: Raw -760192.392903 + Penalty 2873.000346 = -757319.392557
  nChanged 91
		SP:Iteration 16Q (142797.790000 sec): 3 clusters
  Score: Raw -760234.132977 + Penalty 2873.000346 = -757361.132630
  nChanged 59
		SP:Iteration 17Q (142797.980000 sec): 3 clusters
  Score: Raw -760254.652068 + Penalty 2873.000346 = -757381.651721
  nChanged 39
		SP:Iteration 18Q (142798.170000 sec): 3 clusters
  Score: Raw -760267.671211 + Penalty 2873.000346 = -757394.670864
  nChanged 38
		SP:Iteration 19Q (142798.380000 sec): 3 clusters
  Score: Raw -760278.813735 + Penalty 2873.000346 = -757405.813389
  nChanged 37
		SP:Iteration 20F (142798.550000 sec): 3 clusters
  Score: Raw -760290.250840 + Penalty 2873.000346 = -757417.250493
  nChanged 25
		SP:Iteration 21Q (142798.760000 sec): 3 clusters
  Score: Raw -760297.517954 + Penalty 2873.000346 = -757424.517608
  nChanged 24
		SP:Iteration 22Q (142798.910000 sec): 3 clusters
  Score: Raw -760306.662489 + Penalty 2873.000346 = -757433.662142
  nChanged 30
		SP:Iteration 23Q (142799.100000 sec): 3 clusters
  Score: Raw -760315.884030 + Penalty 2873.000346 = -757442.883683
  nChanged 28
		SP:Iteration 24Q (142799.270000 sec): 3 clusters
  Score: Raw -760323.211314 + Penalty 2873.000346 = -757450.210968
  nChanged 19
		SP:Iteration 25Q (142799.470000 sec): 3 clusters
  Score: Raw -760329.761166 + Penalty 2873.000346 = -757456.760820
  nChanged 19
		SP:Iteration 26Q (142799.640000 sec): 3 clusters
  Score: Raw -760335.049361 + Penalty 2873.000346 = -757462.049014
  nChanged 17
		SP:Iteration 27Q (142799.850000 sec): 3 clusters
  Score: Raw -760339.381449 + Penalty 2873.000346 = -757466.381102
  nChanged 17
		SP:Iteration 28Q (142800.050000 sec): 3 clusters
  Score: Raw -760344.017495 + Penalty 2873.000346 = -757471.017149
  nChanged 15
		SP:Iteration 29Q (142800.230000 sec): 3 clusters
  Score: Raw -760348.279838 + Penalty 2873.000346 = -757475.279491
  nChanged 9
		SP:Iteration 30Q (142800.410000 sec): 3 clusters
  Score: Raw -760350.559873 + Penalty 2873.000346 = -757477.559526
  nChanged 9
		SP:Iteration 31Q (142800.640000 sec): 3 clusters
  Score: Raw -760351.936616 + Penalty 2873.000346 = -757478.936270
  nChanged 9
		SP:Iteration 32Q (142800.850000 sec): 3 clusters
  Score: Raw -760353.412127 + Penalty 2873.000346 = -757480.411780
  nChanged 6
		SP:Iteration 33Q (142801.030000 sec): 3 clusters
  Score: Raw -760355.984085 + Penalty 2873.000346 = -757482.983738
  nChanged 9
		SP:Iteration 34Q (142801.200000 sec): 3 clusters
  Score: Raw -760358.329143 + Penalty 2873.000346 = -757485.328797
  nChanged 10
		SP:Iteration 35Q (142801.410000 sec): 3 clusters
  Score: Raw -760361.273679 + Penalty 2873.000346 = -757488.273332
  nChanged 8
		SP:Iteration 36Q (142801.550000 sec): 3 clusters
  Score: Raw -760362.816163 + Penalty 2873.000346 = -757489.815816
  nChanged 10
		SP:Iteration 37Q (142801.770000 sec): 3 clusters
  Score: Raw -760365.454660 + Penalty 2873.000346 = -757492.454313
  nChanged 8
		SP:Iteration 38Q (142801.970000 sec): 3 clusters
  Score: Raw -760367.015110 + Penalty 2873.000346 = -757494.014764
  nChanged 9
		SP:Iteration 39Q (142802.210000 sec): 3 clusters
  Score: Raw -760368.491806 + Penalty 2873.000346 = -757495.491460
  nChanged 13
		SP:Iteration 40F (142802.400000 sec): 3 clusters
  Score: Raw -760371.302407 + Penalty 2873.000346 = -757498.302060
  nChanged 10
		SP:Iteration 41Q (142802.630000 sec): 3 clusters
  Score: Raw -760373.473963 + Penalty 2873.000346 = -757500.473616
  nChanged 9
		SP:Iteration 42Q (142802.820000 sec): 3 clusters
  Score: Raw -760374.986425 + Penalty 2873.000346 = -757501.986079
  nChanged 10
		SP:Iteration 43Q (142803.090000 sec): 3 clusters
  Score: Raw -760376.519403 + Penalty 2873.000346 = -757503.519057
  nChanged 6
		SP:Iteration 44Q (142803.270000 sec): 3 clusters
  Score: Raw -760377.800816 + Penalty 2873.000346 = -757504.800470
  nChanged 6
		SP:Iteration 45Q (142803.470000 sec): 3 clusters
  Score: Raw -760378.987456 + Penalty 2873.000346 = -757505.987109
  nChanged 4
		SP:Iteration 46Q (142803.650000 sec): 3 clusters
  Score: Raw -760379.919084 + Penalty 2873.000346 = -757506.918737
  nChanged 8
		SP:Iteration 47Q (142803.850000 sec): 3 clusters
  Score: Raw -760381.779729 + Penalty 2873.000346 = -757508.779383
  nChanged 7
		SP:Iteration 48Q (142804.040000 sec): 3 clusters
  Score: Raw -760383.811558 + Penalty 2873.000346 = -757510.811212
  nChanged 9
		SP:Iteration 49Q (142804.230000 sec): 3 clusters
  Score: Raw -760386.351867 + Penalty 2873.000346 = -757513.351521
  nChanged 11
		SP:Iteration 50Q (142804.440000 sec): 3 clusters
  Score: Raw -760389.820175 + Penalty 2873.000346 = -757516.819829
  nChanged 9
		SP:Iteration 51Q (142804.630000 sec): 3 clusters
  Score: Raw -760392.945233 + Penalty 2873.000346 = -757519.944886
  nChanged 7
		SP:Iteration 52Q (142804.820000 sec): 3 clusters
  Score: Raw -760395.003209 + Penalty 2873.000346 = -757522.002863
  nChanged 13
		SP:Iteration 53Q (142805.030000 sec): 3 clusters
  Score: Raw -760398.878251 + Penalty 2873.000346 = -757525.877905
  nChanged 12
		SP:Iteration 54Q (142805.250000 sec): 3 clusters
  Score: Raw -760401.641131 + Penalty 2873.000346 = -757528.640784
  nChanged 11
		SP:Iteration 55Q (142805.490000 sec): 3 clusters
  Score: Raw -760404.029999 + Penalty 2873.000346 = -757531.029653
  nChanged 9
		SP:Iteration 56Q (142805.670000 sec): 3 clusters
  Score: Raw -760405.908207 + Penalty 2873.000346 = -757532.907860
  nChanged 6
		SP:Iteration 57Q (142805.880000 sec): 3 clusters
  Score: Raw -760407.040309 + Penalty 2873.000346 = -757534.039963
  nChanged 4
		SP:Iteration 58Q (142806.120000 sec): 3 clusters
  Score: Raw -760408.121129 + Penalty 2873.000346 = -757535.120782
  nChanged 5
		SP:Iteration 59Q (142806.300000 sec): 3 clusters
  Score: Raw -760409.391102 + Penalty 2873.000346 = -757536.390756
  nChanged 7
		SP:Iteration 60F (142806.490000 sec): 3 clusters
  Score: Raw -760411.420119 + Penalty 2873.000346 = -757538.419773
  nChanged 4
		SP:Iteration 61Q (142806.690000 sec): 3 clusters
  Score: Raw -760412.077625 + Penalty 2873.000346 = -757539.077279
  nChanged 5
		SP:Iteration 62Q (142806.920000 sec): 3 clusters
  Score: Raw -760413.281746 + Penalty 2873.000346 = -757540.281400
  nChanged 3
		SP:Iteration 63Q (142807.090000 sec): 3 clusters
  Score: Raw -760413.858109 + Penalty 2873.000346 = -757540.857763
  nChanged 2
		SP:Iteration 64Q (142807.310000 sec): 3 clusters
  Score: Raw -760414.105333 + Penalty 2873.000346 = -757541.104987
  nChanged 1
		SP:Iteration 65Q (142807.490000 sec): 3 clusters
  Score: Raw -760414.321479 + Penalty 2873.000346 = -757541.321132
  nChanged 2
		SP:Iteration 66Q (142807.730000 sec): 3 clusters
  Score: Raw -760414.714787 + Penalty 2873.000346 = -757541.714440
  nChanged 2
		SP:Iteration 67Q (142807.900000 sec): 3 clusters
  Score: Raw -760415.162634 + Penalty 2873.000346 = -757542.162288
  nChanged 5
		SP:Iteration 68Q (142808.130000 sec): 3 clusters
  Score: Raw -760415.744628 + Penalty 2873.000346 = -757542.744282
  nChanged 3
		SP:Iteration 69Q (142808.320000 sec): 3 clusters
  Score: Raw -760416.299283 + Penalty 2873.000346 = -757543.298937
  nChanged 5
		SP:Iteration 70Q (142808.530000 sec): 3 clusters
  Score: Raw -760417.456768 + Penalty 2873.000346 = -757544.456421
  nChanged 5
		SP:Iteration 71Q (142808.690000 sec): 3 clusters
  Score: Raw -760419.740052 + Penalty 2873.000346 = -757546.739706
  nChanged 6
		SP:Iteration 72Q (142808.910000 sec): 3 clusters
  Score: Raw -760421.698721 + Penalty 2873.000346 = -757548.698375
  nChanged 5
		SP:Iteration 73Q (142809.070000 sec): 3 clusters
  Score: Raw -760422.612326 + Penalty 2873.000346 = -757549.611980
  nChanged 3
		SP:Iteration 74Q (142809.240000 sec): 3 clusters
  Score: Raw -760423.063158 + Penalty 2873.000346 = -757550.062812
  nChanged 1
		SP:Iteration 75Q (142809.470000 sec): 3 clusters
  Score: Raw -760423.121013 + Penalty 2873.000346 = -757550.120666
  nChanged 1
		SP:Iteration 76Q (142809.590000 sec): 3 clusters
  Score: Raw -760423.212916 + Penalty 2873.000346 = -757550.212570
  nChanged 0
		SP:Iteration 77F (142809.790000 sec): 3 clusters
  Score: Raw -760423.212916 + Penalty 2873.000346 = -757550.212570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142809.890000 sec): 2 clusters
  Score: Raw -61269.051235 + Penalty 1036.769912 = -60232.281323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142810.070000 sec): 3 clusters
  Score: Raw -61136.229499 + Penalty 2073.539824 = -59062.689675
  nChanged 153
		SP:Iteration 1F (142810.290000 sec): 3 clusters
  Score: Raw -61343.443854 + Penalty 2073.539824 = -59269.904029
  nChanged 37
		SP:Iteration 2F (142810.430000 sec): 3 clusters
  Score: Raw -61414.582396 + Penalty 2073.539824 = -59341.042571
  nChanged 23
		SP:Iteration 3Q (142810.620000 sec): 3 clusters
  Score: Raw -61451.063050 + Penalty 2073.539824 = -59377.523226
  nChanged 11
		SP:Iteration 4Q (142810.820000 sec): 3 clusters
  Score: Raw -61467.372883 + Penalty 2073.539824 = -59393.833058
  nChanged 7
		SP:Iteration 5Q (142811.000000 sec): 3 clusters
  Score: Raw -61476.103767 + Penalty 2073.539824 = -59402.563943
  nChanged 3
		SP:Iteration 6Q (142811.180000 sec): 3 clusters
  Score: Raw -61482.574959 + Penalty 2073.539824 = -59409.035135
  nChanged 1
		SP:Iteration 7Q (142811.390000 sec): 3 clusters
  Score: Raw -61483.671038 + Penalty 2073.539824 = -59410.131213
  nChanged 0
		SP:Iteration 8F (142811.570000 sec): 3 clusters
  Score: Raw -61483.671038 + Penalty 2073.539824 = -59410.131213
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142811.700000 sec): 2 clusters
  Score: Raw -1263399.166294 + Penalty 1519.843172 = -1261879.323122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142811.910000 sec): 3 clusters
  Score: Raw -1256882.804789 + Penalty 3039.686344 = -1253843.118445
  nChanged 5039
		SP:Iteration 1F (142812.170000 sec): 3 clusters
  Score: Raw -1260120.557655 + Penalty 3039.686344 = -1257080.871311
  nChanged 983
		SP:Iteration 2F (142812.420000 sec): 3 clusters
  Score: Raw -1260969.805125 + Penalty 3039.686344 = -1257930.118781
  nChanged 1019
		SP:Iteration 3F (142812.650000 sec): 3 clusters
  Score: Raw -1261750.796449 + Penalty 3039.686344 = -1258711.110105
  nChanged 821
		SP:Iteration 4F (142812.900000 sec): 3 clusters
  Score: Raw -1262286.248535 + Penalty 3039.686344 = -1259246.562191
  nChanged 641
		SP:Iteration 5F (142813.100000 sec): 3 clusters
  Score: Raw -1262607.747483 + Penalty 3039.686344 = -1259568.061139
  nChanged 433
		SP:Iteration 6Q (142813.330000 sec): 3 clusters
  Score: Raw -1262783.376553 + Penalty 3039.686344 = -1259743.690209
  nChanged 327
		SP:Iteration 7Q (142813.540000 sec): 3 clusters
  Score: Raw -1262900.472806 + Penalty 3039.686344 = -1259860.786462
  nChanged 285
		SP:Iteration 8Q (142813.760000 sec): 3 clusters
  Score: Raw -1262991.219063 + Penalty 3039.686344 = -1259951.532718
  nChanged 229
		SP:Iteration 9Q (142813.990000 sec): 3 clusters
  Score: Raw -1263056.142738 + Penalty 3039.686344 = -1260016.456394
  nChanged 208
		SP:Iteration 10Q (142814.220000 sec): 3 clusters
  Score: Raw -1263124.786445 + Penalty 3039.686344 = -1260085.100100
  nChanged 197
		SP:Iteration 11Q (142814.450000 sec): 3 clusters
  Score: Raw -1263197.475449 + Penalty 3039.686344 = -1260157.789105
  nChanged 199
		SP:Iteration 12Q (142814.700000 sec): 3 clusters
  Score: Raw -1263269.356685 + Penalty 3039.686344 = -1260229.670341
  nChanged 211
		SP:Iteration 13Q (142814.900000 sec): 3 clusters
  Score: Raw -1263352.754265 + Penalty 3039.686344 = -1260313.067921
  nChanged 210
		SP:Iteration 14Q (142815.150000 sec): 3 clusters
  Score: Raw -1263432.144379 + Penalty 3039.686344 = -1260392.458035
  nChanged 176
		SP:Iteration 15Q (142815.370000 sec): 3 clusters
  Score: Raw -1263503.515751 + Penalty 3039.686344 = -1260463.829407
  nChanged 176
		SP:Iteration 16Q (142815.590000 sec): 3 clusters
  Score: Raw -1263576.137327 + Penalty 3039.686344 = -1260536.450982
  nChanged 175
		SP:Iteration 17Q (142815.840000 sec): 3 clusters
  Score: Raw -1263651.317620 + Penalty 3039.686344 = -1260611.631276
  nChanged 146
		SP:Iteration 18Q (142816.040000 sec): 3 clusters
  Score: Raw -1263718.098052 + Penalty 3039.686344 = -1260678.411708
  nChanged 146
		SP:Iteration 19Q (142816.260000 sec): 3 clusters
  Score: Raw -1263789.203758 + Penalty 3039.686344 = -1260749.517414
  nChanged 147
		SP:Iteration 20F (142816.510000 sec): 3 clusters
  Score: Raw -1263866.207431 + Penalty 3039.686344 = -1260826.521087
  nChanged 133
		SP:Iteration 21Q (142816.720000 sec): 3 clusters
  Score: Raw -1263924.185919 + Penalty 3039.686344 = -1260884.499575
  nChanged 100
		SP:Iteration 22Q (142816.940000 sec): 3 clusters
  Score: Raw -1263964.429762 + Penalty 3039.686344 = -1260924.743418
  nChanged 81
		SP:Iteration 23Q (142817.180000 sec): 3 clusters
  Score: Raw -1263996.001583 + Penalty 3039.686344 = -1260956.315239
  nChanged 74
		SP:Iteration 24Q (142817.460000 sec): 3 clusters
  Score: Raw -1264023.864888 + Penalty 3039.686344 = -1260984.178544
  nChanged 62
		SP:Iteration 25Q (142817.660000 sec): 3 clusters
  Score: Raw -1264050.286187 + Penalty 3039.686344 = -1261010.599843
  nChanged 49
		SP:Iteration 26Q (142817.880000 sec): 3 clusters
  Score: Raw -1264072.816825 + Penalty 3039.686344 = -1261033.130481
  nChanged 45
		SP:Iteration 27Q (142818.120000 sec): 3 clusters
  Score: Raw -1264089.862333 + Penalty 3039.686344 = -1261050.175989
  nChanged 39
		SP:Iteration 28Q (142818.310000 sec): 3 clusters
  Score: Raw -1264105.869544 + Penalty 3039.686344 = -1261066.183200
  nChanged 43
		SP:Iteration 29Q (142818.500000 sec): 3 clusters
  Score: Raw -1264124.897268 + Penalty 3039.686344 = -1261085.210924
  nChanged 40
		SP:Iteration 30Q (142818.700000 sec): 3 clusters
  Score: Raw -1264140.706053 + Penalty 3039.686344 = -1261101.019709
  nChanged 41
		SP:Iteration 31Q (142818.910000 sec): 3 clusters
  Score: Raw -1264155.595730 + Penalty 3039.686344 = -1261115.909386
  nChanged 30
		SP:Iteration 32Q (142819.120000 sec): 3 clusters
  Score: Raw -1264169.461968 + Penalty 3039.686344 = -1261129.775624
  nChanged 29
		SP:Iteration 33Q (142819.290000 sec): 3 clusters
  Score: Raw -1264181.068386 + Penalty 3039.686344 = -1261141.382042
  nChanged 27
		SP:Iteration 34Q (142819.520000 sec): 3 clusters
  Score: Raw -1264192.610015 + Penalty 3039.686344 = -1261152.923671
  nChanged 27
		SP:Iteration 35Q (142819.740000 sec): 3 clusters
  Score: Raw -1264206.170081 + Penalty 3039.686344 = -1261166.483737
  nChanged 30
		SP:Iteration 36Q (142819.970000 sec): 3 clusters
  Score: Raw -1264218.960373 + Penalty 3039.686344 = -1261179.274029
  nChanged 26
		SP:Iteration 37Q (142820.180000 sec): 3 clusters
  Score: Raw -1264234.203191 + Penalty 3039.686344 = -1261194.516847
  nChanged 24
		SP:Iteration 38Q (142820.390000 sec): 3 clusters
  Score: Raw -1264248.561978 + Penalty 3039.686344 = -1261208.875634
  nChanged 30
		SP:Iteration 39Q (142820.580000 sec): 3 clusters
  Score: Raw -1264266.320720 + Penalty 3039.686344 = -1261226.634376
  nChanged 32
		SP:Iteration 40F (142820.840000 sec): 3 clusters
  Score: Raw -1264280.774615 + Penalty 3039.686344 = -1261241.088271
  nChanged 24
		SP:Iteration 41Q (142821.040000 sec): 3 clusters
  Score: Raw -1264294.197911 + Penalty 3039.686344 = -1261254.511567
  nChanged 22
		SP:Iteration 42Q (142821.290000 sec): 3 clusters
  Score: Raw -1264303.742297 + Penalty 3039.686344 = -1261264.055952
  nChanged 18
		SP:Iteration 43Q (142821.490000 sec): 3 clusters
  Score: Raw -1264316.746478 + Penalty 3039.686344 = -1261277.060134
  nChanged 20
		SP:Iteration 44Q (142821.720000 sec): 3 clusters
  Score: Raw -1264327.343735 + Penalty 3039.686344 = -1261287.657391
  nChanged 17
		SP:Iteration 45Q (142821.940000 sec): 3 clusters
  Score: Raw -1264335.185329 + Penalty 3039.686344 = -1261295.498985
  nChanged 8
		SP:Iteration 46Q (142822.160000 sec): 3 clusters
  Score: Raw -1264337.528192 + Penalty 3039.686344 = -1261297.841848
  nChanged 4
		SP:Iteration 47Q (142822.380000 sec): 3 clusters
  Score: Raw -1264339.705661 + Penalty 3039.686344 = -1261300.019317
  nChanged 6
		SP:Iteration 48Q (142822.570000 sec): 3 clusters
  Score: Raw -1264341.176490 + Penalty 3039.686344 = -1261301.490146
  nChanged 1
		SP:Iteration 49Q (142822.750000 sec): 3 clusters
  Score: Raw -1264341.301503 + Penalty 3039.686344 = -1261301.615159
  nChanged 1
		SP:Iteration 50Q (142822.960000 sec): 3 clusters
  Score: Raw -1264341.651291 + Penalty 3039.686344 = -1261301.964947
  nChanged 0
		SP:Iteration 51F (142823.170000 sec): 3 clusters
  Score: Raw -1264341.651291 + Penalty 3039.686344 = -1261301.964947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142823.260000 sec): 2 clusters
  Score: Raw -441582.246878 + Penalty 1351.438517 = -440230.808361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142823.400000 sec): 3 clusters
  Score: Raw -439509.642176 + Penalty 2702.877033 = -436806.765142
  nChanged 1640
		SP:Iteration 1F (142823.560000 sec): 3 clusters
  Score: Raw -440463.696451 + Penalty 2702.877033 = -437760.819418
  nChanged 325
		SP:Iteration 2F (142823.760000 sec): 3 clusters
  Score: Raw -440641.514588 + Penalty 2702.877033 = -437938.637555
  nChanged 230
		SP:Iteration 3F (142823.940000 sec): 3 clusters
  Score: Raw -440783.530779 + Penalty 2702.877033 = -438080.653746
  nChanged 194
		SP:Iteration 4Q (142824.120000 sec): 3 clusters
  Score: Raw -440902.641935 + Penalty 2702.877033 = -438199.764902
  nChanged 188
		SP:Iteration 5Q (142824.330000 sec): 3 clusters
  Score: Raw -441035.931342 + Penalty 2702.877033 = -438333.054309
  nChanged 191
		SP:Iteration 6Q (142824.490000 sec): 3 clusters
  Score: Raw -441188.074925 + Penalty 2702.877033 = -438485.197892
  nChanged 188
		SP:Iteration 7Q (142824.690000 sec): 3 clusters
  Score: Raw -441346.539653 + Penalty 2702.877033 = -438643.662620
  nChanged 207
		SP:Iteration 8F (142824.840000 sec): 3 clusters
  Score: Raw -441498.205961 + Penalty 2702.877033 = -438795.328928
  nChanged 166
		SP:Iteration 9Q (142825.050000 sec): 3 clusters
  Score: Raw -441600.417211 + Penalty 2702.877033 = -438897.540177
  nChanged 137
		SP:Iteration 10Q (142825.210000 sec): 3 clusters
  Score: Raw -441680.174940 + Penalty 2702.877033 = -438977.297906
  nChanged 108
		SP:Iteration 11Q (142825.410000 sec): 3 clusters
  Score: Raw -441729.447947 + Penalty 2702.877033 = -439026.570913
  nChanged 84
		SP:Iteration 12Q (142825.550000 sec): 3 clusters
  Score: Raw -441767.359837 + Penalty 2702.877033 = -439064.482804
  nChanged 75
		SP:Iteration 13Q (142825.720000 sec): 3 clusters
  Score: Raw -441800.149974 + Penalty 2702.877033 = -439097.272940
  nChanged 61
		SP:Iteration 14Q (142825.910000 sec): 3 clusters
  Score: Raw -441822.126231 + Penalty 2702.877033 = -439119.249198
  nChanged 49
		SP:Iteration 15Q (142826.130000 sec): 3 clusters
  Score: Raw -441839.833444 + Penalty 2702.877033 = -439136.956411
  nChanged 39
		SP:Iteration 16Q (142826.310000 sec): 3 clusters
  Score: Raw -441853.125885 + Penalty 2702.877033 = -439150.248851
  nChanged 26
		SP:Iteration 17Q (142826.510000 sec): 3 clusters
  Score: Raw -441860.251716 + Penalty 2702.877033 = -439157.374683
  nChanged 23
		SP:Iteration 18Q (142826.720000 sec): 3 clusters
  Score: Raw -441867.938280 + Penalty 2702.877033 = -439165.061247
  nChanged 23
		SP:Iteration 19Q (142826.900000 sec): 3 clusters
  Score: Raw -441877.349970 + Penalty 2702.877033 = -439174.472936
  nChanged 27
		SP:Iteration 20F (142827.090000 sec): 3 clusters
  Score: Raw -441886.515987 + Penalty 2702.877033 = -439183.638954
  nChanged 21
		SP:Iteration 21Q (142827.300000 sec): 3 clusters
  Score: Raw -441893.154711 + Penalty 2702.877033 = -439190.277678
  nChanged 12
		SP:Iteration 22Q (142827.470000 sec): 3 clusters
  Score: Raw -441896.522728 + Penalty 2702.877033 = -439193.645695
  nChanged 14
		SP:Iteration 23Q (142827.670000 sec): 3 clusters
  Score: Raw -441899.689742 + Penalty 2702.877033 = -439196.812709
  nChanged 9
		SP:Iteration 24Q (142827.830000 sec): 3 clusters
  Score: Raw -441901.715977 + Penalty 2702.877033 = -439198.838944
  nChanged 8
		SP:Iteration 25Q (142828.020000 sec): 3 clusters
  Score: Raw -441903.686138 + Penalty 2702.877033 = -439200.809105
  nChanged 12
		SP:Iteration 26Q (142828.270000 sec): 3 clusters
  Score: Raw -441906.404945 + Penalty 2702.877033 = -439203.527912
  nChanged 8
		SP:Iteration 27Q (142828.430000 sec): 3 clusters
  Score: Raw -441908.256156 + Penalty 2702.877033 = -439205.379123
  nChanged 8
		SP:Iteration 28Q (142828.630000 sec): 3 clusters
  Score: Raw -441910.349269 + Penalty 2702.877033 = -439207.472235
  nChanged 4
		SP:Iteration 29Q (142828.800000 sec): 3 clusters
  Score: Raw -441911.031267 + Penalty 2702.877033 = -439208.154234
  nChanged 3
		SP:Iteration 30Q (142828.990000 sec): 3 clusters
  Score: Raw -441911.614573 + Penalty 2702.877033 = -439208.737539
  nChanged 4
		SP:Iteration 31Q (142829.190000 sec): 3 clusters
  Score: Raw -441912.557126 + Penalty 2702.877033 = -439209.680093
  nChanged 3
		SP:Iteration 32Q (142829.370000 sec): 3 clusters
  Score: Raw -441913.071773 + Penalty 2702.877033 = -439210.194740
  nChanged 1
		SP:Iteration 33Q (142829.530000 sec): 3 clusters
  Score: Raw -441913.251562 + Penalty 2702.877033 = -439210.374529
  nChanged 2
		SP:Iteration 34Q (142829.750000 sec): 3 clusters
  Score: Raw -441913.552706 + Penalty 2702.877033 = -439210.675673
  nChanged 1
		SP:Iteration 35Q (142829.920000 sec): 3 clusters
  Score: Raw -441913.911681 + Penalty 2702.877033 = -439211.034648
  nChanged 1
		SP:Iteration 36Q (142830.110000 sec): 3 clusters
  Score: Raw -441914.065229 + Penalty 2702.877033 = -439211.188195
  nChanged 0
		SP:Iteration 37F (142830.280000 sec): 3 clusters
  Score: Raw -441914.065229 + Penalty 2702.877033 = -439211.188195
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142830.430000 sec): 2 clusters
  Score: Raw -1268488.811063 + Penalty 1532.719987 = -1266956.091076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142830.660000 sec): 3 clusters
  Score: Raw -1261165.842436 + Penalty 3065.439974 = -1258100.402462
  nChanged 5490
		SP:Iteration 1F (142830.860000 sec): 3 clusters
  Score: Raw -1264193.423668 + Penalty 3065.439974 = -1261127.983694
  nChanged 791
		SP:Iteration 2F (142831.070000 sec): 3 clusters
  Score: Raw -1264594.611064 + Penalty 3065.439974 = -1261529.171090
  nChanged 735
		SP:Iteration 3F (142831.330000 sec): 3 clusters
  Score: Raw -1265016.667042 + Penalty 3065.439974 = -1261951.227068
  nChanged 766
		SP:Iteration 4F (142831.520000 sec): 3 clusters
  Score: Raw -1265444.537872 + Penalty 3065.439974 = -1262379.097897
  nChanged 720
		SP:Iteration 5F (142831.740000 sec): 3 clusters
  Score: Raw -1265862.924581 + Penalty 3065.439974 = -1262797.484606
  nChanged 635
		SP:Iteration 6F (142831.980000 sec): 3 clusters
  Score: Raw -1266253.116680 + Penalty 3065.439974 = -1263187.676706
  nChanged 620
		SP:Iteration 7Q (142832.180000 sec): 3 clusters
  Score: Raw -1266630.307204 + Penalty 3065.439974 = -1263564.867230
  nChanged 585
		SP:Iteration 8Q (142832.430000 sec): 3 clusters
  Score: Raw -1266958.784154 + Penalty 3065.439974 = -1263893.344179
  nChanged 469
		SP:Iteration 9Q (142832.660000 sec): 3 clusters
  Score: Raw -1267174.108682 + Penalty 3065.439974 = -1264108.668708
  nChanged 384
		SP:Iteration 10Q (142832.890000 sec): 3 clusters
  Score: Raw -1267329.859693 + Penalty 3065.439974 = -1264264.419719
  nChanged 287
		SP:Iteration 11Q (142833.130000 sec): 3 clusters
  Score: Raw -1267431.702562 + Penalty 3065.439974 = -1264366.262588
  nChanged 235
		SP:Iteration 12Q (142833.400000 sec): 3 clusters
  Score: Raw -1267510.617845 + Penalty 3065.439974 = -1264445.177870
  nChanged 185
		SP:Iteration 13Q (142833.690000 sec): 3 clusters
  Score: Raw -1267567.438878 + Penalty 3065.439974 = -1264501.998904
  nChanged 140
		SP:Iteration 14Q (142833.880000 sec): 3 clusters
  Score: Raw -1267606.880173 + Penalty 3065.439974 = -1264541.440199
  nChanged 129
		SP:Iteration 15Q (142834.150000 sec): 3 clusters
  Score: Raw -1267636.456825 + Penalty 3065.439974 = -1264571.016851
  nChanged 116
		SP:Iteration 16Q (142834.430000 sec): 3 clusters
  Score: Raw -1267664.329266 + Penalty 3065.439974 = -1264598.889292
  nChanged 104
		SP:Iteration 17Q (142834.690000 sec): 3 clusters
  Score: Raw -1267687.863141 + Penalty 3065.439974 = -1264622.423167
  nChanged 100
		SP:Iteration 18Q (142834.920000 sec): 3 clusters
  Score: Raw -1267712.157929 + Penalty 3065.439974 = -1264646.717955
  nChanged 97
		SP:Iteration 19Q (142835.150000 sec): 3 clusters
  Score: Raw -1267729.344554 + Penalty 3065.439974 = -1264663.904580
  nChanged 77
		SP:Iteration 20F (142835.410000 sec): 3 clusters
  Score: Raw -1267745.729610 + Penalty 3065.439974 = -1264680.289636
  nChanged 78
		SP:Iteration 21Q (142835.660000 sec): 3 clusters
  Score: Raw -1267761.898193 + Penalty 3065.439974 = -1264696.458219
  nChanged 74
		SP:Iteration 22Q (142835.910000 sec): 3 clusters
  Score: Raw -1267778.085203 + Penalty 3065.439974 = -1264712.645229
  nChanged 70
		SP:Iteration 23Q (142836.160000 sec): 3 clusters
  Score: Raw -1267789.954577 + Penalty 3065.439974 = -1264724.514603
  nChanged 60
		SP:Iteration 24Q (142836.390000 sec): 3 clusters
  Score: Raw -1267798.700944 + Penalty 3065.439974 = -1264733.260970
  nChanged 41
		SP:Iteration 25Q (142836.610000 sec): 3 clusters
  Score: Raw -1267803.835166 + Penalty 3065.439974 = -1264738.395191
  nChanged 43
		SP:Iteration 26Q (142836.850000 sec): 3 clusters
  Score: Raw -1267810.297096 + Penalty 3065.439974 = -1264744.857122
  nChanged 37
		SP:Iteration 27Q (142837.070000 sec): 3 clusters
  Score: Raw -1267815.400064 + Penalty 3065.439974 = -1264749.960090
  nChanged 44
		SP:Iteration 28Q (142837.300000 sec): 3 clusters
  Score: Raw -1267821.145435 + Penalty 3065.439974 = -1264755.705461
  nChanged 36
		SP:Iteration 29Q (142837.570000 sec): 3 clusters
  Score: Raw -1267825.893800 + Penalty 3065.439974 = -1264760.453826
  nChanged 37
		SP:Iteration 30Q (142837.830000 sec): 3 clusters
  Score: Raw -1267830.330338 + Penalty 3065.439974 = -1264764.890364
  nChanged 35
		SP:Iteration 31Q (142838.020000 sec): 3 clusters
  Score: Raw -1267835.005723 + Penalty 3065.439974 = -1264769.565749
  nChanged 36
		SP:Iteration 32Q (142838.250000 sec): 3 clusters
  Score: Raw -1267840.747585 + Penalty 3065.439974 = -1264775.307611
  nChanged 31
		SP:Iteration 33Q (142838.520000 sec): 3 clusters
  Score: Raw -1267844.711087 + Penalty 3065.439974 = -1264779.271113
  nChanged 28
		SP:Iteration 34Q (142838.700000 sec): 3 clusters
  Score: Raw -1267848.556609 + Penalty 3065.439974 = -1264783.116634
  nChanged 36
		SP:Iteration 35Q (142838.890000 sec): 3 clusters
  Score: Raw -1267853.872521 + Penalty 3065.439974 = -1264788.432546
  nChanged 31
		SP:Iteration 36Q (142839.160000 sec): 3 clusters
  Score: Raw -1267857.485205 + Penalty 3065.439974 = -1264792.045230
  nChanged 25
		SP:Iteration 37Q (142839.390000 sec): 3 clusters
  Score: Raw -1267859.985175 + Penalty 3065.439974 = -1264794.545201
  nChanged 23
		SP:Iteration 38Q (142839.610000 sec): 3 clusters
  Score: Raw -1267862.385302 + Penalty 3065.439974 = -1264796.945328
  nChanged 29
		SP:Iteration 39Q (142839.840000 sec): 3 clusters
  Score: Raw -1267866.192710 + Penalty 3065.439974 = -1264800.752736
  nChanged 24
		SP:Iteration 40F (142840.080000 sec): 3 clusters
  Score: Raw -1267868.568712 + Penalty 3065.439974 = -1264803.128738
  nChanged 22
		SP:Iteration 41Q (142840.280000 sec): 3 clusters
  Score: Raw -1267870.606101 + Penalty 3065.439974 = -1264805.166127
  nChanged 23
		SP:Iteration 42Q (142840.500000 sec): 3 clusters
  Score: Raw -1267873.189545 + Penalty 3065.439974 = -1264807.749571
  nChanged 25
		SP:Iteration 43Q (142840.740000 sec): 3 clusters
  Score: Raw -1267875.635109 + Penalty 3065.439974 = -1264810.195135
  nChanged 17
		SP:Iteration 44Q (142840.980000 sec): 3 clusters
  Score: Raw -1267877.265305 + Penalty 3065.439974 = -1264811.825331
  nChanged 21
		SP:Iteration 45Q (142841.190000 sec): 3 clusters
  Score: Raw -1267880.037448 + Penalty 3065.439974 = -1264814.597473
  nChanged 22
		SP:Iteration 46Q (142841.430000 sec): 3 clusters
  Score: Raw -1267882.035990 + Penalty 3065.439974 = -1264816.596016
  nChanged 22
		SP:Iteration 47Q (142841.660000 sec): 3 clusters
  Score: Raw -1267884.393880 + Penalty 3065.439974 = -1264818.953906
  nChanged 22
		SP:Iteration 48Q (142841.870000 sec): 3 clusters
  Score: Raw -1267886.865377 + Penalty 3065.439974 = -1264821.425402
  nChanged 14
		SP:Iteration 49Q (142842.130000 sec): 3 clusters
  Score: Raw -1267888.198076 + Penalty 3065.439974 = -1264822.758102
  nChanged 14
		SP:Iteration 50Q (142842.340000 sec): 3 clusters
  Score: Raw -1267889.191542 + Penalty 3065.439974 = -1264823.751568
  nChanged 16
		SP:Iteration 51Q (142842.510000 sec): 3 clusters
  Score: Raw -1267890.999142 + Penalty 3065.439974 = -1264825.559168
  nChanged 13
		SP:Iteration 52Q (142842.700000 sec): 3 clusters
  Score: Raw -1267892.339303 + Penalty 3065.439974 = -1264826.899329
  nChanged 14
		SP:Iteration 53Q (142842.920000 sec): 3 clusters
  Score: Raw -1267893.859125 + Penalty 3065.439974 = -1264828.419151
  nChanged 7
		SP:Iteration 54Q (142843.130000 sec): 3 clusters
  Score: Raw -1267894.574963 + Penalty 3065.439974 = -1264829.134989
  nChanged 6
		SP:Iteration 55Q (142843.300000 sec): 3 clusters
  Score: Raw -1267895.077983 + Penalty 3065.439974 = -1264829.638009
  nChanged 10
		SP:Iteration 56Q (142843.520000 sec): 3 clusters
  Score: Raw -1267896.101379 + Penalty 3065.439974 = -1264830.661405
  nChanged 9
		SP:Iteration 57Q (142843.740000 sec): 3 clusters
  Score: Raw -1267896.979817 + Penalty 3065.439974 = -1264831.539843
  nChanged 12
		SP:Iteration 58Q (142843.960000 sec): 3 clusters
  Score: Raw -1267898.378830 + Penalty 3065.439974 = -1264832.938856
  nChanged 14
		SP:Iteration 59Q (142844.200000 sec): 3 clusters
  Score: Raw -1267899.951011 + Penalty 3065.439974 = -1264834.511036
  nChanged 17
		SP:Iteration 60F (142844.410000 sec): 3 clusters
  Score: Raw -1267902.221835 + Penalty 3065.439974 = -1264836.781861
  nChanged 21
		SP:Iteration 61Q (142844.620000 sec): 3 clusters
  Score: Raw -1267904.845216 + Penalty 3065.439974 = -1264839.405242
  nChanged 18
		SP:Iteration 62Q (142844.810000 sec): 3 clusters
  Score: Raw -1267906.964464 + Penalty 3065.439974 = -1264841.524490
  nChanged 17
		SP:Iteration 63Q (142845.050000 sec): 3 clusters
  Score: Raw -1267908.568897 + Penalty 3065.439974 = -1264843.128923
  nChanged 13
		SP:Iteration 64Q (142845.200000 sec): 3 clusters
  Score: Raw -1267910.690611 + Penalty 3065.439974 = -1264845.250637
  nChanged 24
		SP:Iteration 65Q (142845.420000 sec): 3 clusters
  Score: Raw -1267912.879336 + Penalty 3065.439974 = -1264847.439362
  nChanged 18
		SP:Iteration 66Q (142845.650000 sec): 3 clusters
  Score: Raw -1267914.843510 + Penalty 3065.439974 = -1264849.403536
  nChanged 21
		SP:Iteration 67Q (142845.880000 sec): 3 clusters
  Score: Raw -1267917.298473 + Penalty 3065.439974 = -1264851.858498
  nChanged 17
		SP:Iteration 68Q (142846.110000 sec): 3 clusters
  Score: Raw -1267919.127514 + Penalty 3065.439974 = -1264853.687539
  nChanged 15
		SP:Iteration 69Q (142846.340000 sec): 3 clusters
  Score: Raw -1267920.483123 + Penalty 3065.439974 = -1264855.043149
  nChanged 10
		SP:Iteration 70Q (142846.590000 sec): 3 clusters
  Score: Raw -1267921.120318 + Penalty 3065.439974 = -1264855.680344
  nChanged 5
		SP:Iteration 71Q (142846.840000 sec): 3 clusters
  Score: Raw -1267921.445524 + Penalty 3065.439974 = -1264856.005550
  nChanged 3
		SP:Iteration 72Q (142847.060000 sec): 3 clusters
  Score: Raw -1267921.652763 + Penalty 3065.439974 = -1264856.212788
  nChanged 4
		SP:Iteration 73Q (142847.300000 sec): 3 clusters
  Score: Raw -1267921.889587 + Penalty 3065.439974 = -1264856.449612
  nChanged 4
		SP:Iteration 74Q (142847.570000 sec): 3 clusters
  Score: Raw -1267922.145302 + Penalty 3065.439974 = -1264856.705328
  nChanged 3
		SP:Iteration 75Q (142847.790000 sec): 3 clusters
  Score: Raw -1267922.474379 + Penalty 3065.439974 = -1264857.034405
  nChanged 3
		SP:Iteration 76Q (142848.070000 sec): 3 clusters
  Score: Raw -1267922.585241 + Penalty 3065.439974 = -1264857.145267
  nChanged 0
		SP:Iteration 77F (142848.310000 sec): 3 clusters
  Score: Raw -1267922.585241 + Penalty 3065.439974 = -1264857.145267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142848.430000 sec): 2 clusters
  Score: Raw -1193865.501807 + Penalty 1506.913715 = -1192358.588092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142848.700000 sec): 3 clusters
  Score: Raw -1187821.718195 + Penalty 3013.827431 = -1184807.890764
  nChanged 4607
		SP:Iteration 1F (142848.870000 sec): 3 clusters
  Score: Raw -1190338.165138 + Penalty 3013.827431 = -1187324.337707
  nChanged 666
		SP:Iteration 2F (142849.040000 sec): 3 clusters
  Score: Raw -1190684.428244 + Penalty 3013.827431 = -1187670.600813
  nChanged 704
		SP:Iteration 3F (142849.290000 sec): 3 clusters
  Score: Raw -1191123.588701 + Penalty 3013.827431 = -1188109.761270
  nChanged 748
		SP:Iteration 4F (142849.520000 sec): 3 clusters
  Score: Raw -1191687.445403 + Penalty 3013.827431 = -1188673.617972
  nChanged 791
		SP:Iteration 5F (142849.720000 sec): 3 clusters
  Score: Raw -1192273.501073 + Penalty 3013.827431 = -1189259.673643
  nChanged 687
		SP:Iteration 6F (142849.970000 sec): 3 clusters
  Score: Raw -1192715.485358 + Penalty 3013.827431 = -1189701.657928
  nChanged 539
		SP:Iteration 7F (142850.200000 sec): 3 clusters
  Score: Raw -1192996.152643 + Penalty 3013.827431 = -1189982.325212
  nChanged 386
		SP:Iteration 8Q (142850.360000 sec): 3 clusters
  Score: Raw -1193145.509629 + Penalty 3013.827431 = -1190131.682198
  nChanged 254
		SP:Iteration 9Q (142850.600000 sec): 3 clusters
  Score: Raw -1193220.104042 + Penalty 3013.827431 = -1190206.276611
  nChanged 171
		SP:Iteration 10Q (142850.790000 sec): 3 clusters
  Score: Raw -1193262.794518 + Penalty 3013.827431 = -1190248.967088
  nChanged 133
		SP:Iteration 11Q (142851.030000 sec): 3 clusters
  Score: Raw -1193291.083871 + Penalty 3013.827431 = -1190277.256441
  nChanged 100
		SP:Iteration 12Q (142851.230000 sec): 3 clusters
  Score: Raw -1193311.146773 + Penalty 3013.827431 = -1190297.319343
  nChanged 78
		SP:Iteration 13Q (142851.450000 sec): 3 clusters
  Score: Raw -1193326.245107 + Penalty 3013.827431 = -1190312.417676
  nChanged 70
		SP:Iteration 14Q (142851.630000 sec): 3 clusters
  Score: Raw -1193338.549036 + Penalty 3013.827431 = -1190324.721606
  nChanged 51
		SP:Iteration 15Q (142851.860000 sec): 3 clusters
  Score: Raw -1193347.351893 + Penalty 3013.827431 = -1190333.524463
  nChanged 49
		SP:Iteration 16Q (142852.080000 sec): 3 clusters
  Score: Raw -1193354.244942 + Penalty 3013.827431 = -1190340.417511
  nChanged 32
		SP:Iteration 17Q (142852.320000 sec): 3 clusters
  Score: Raw -1193357.828694 + Penalty 3013.827431 = -1190344.001264
  nChanged 26
		SP:Iteration 18Q (142852.530000 sec): 3 clusters
  Score: Raw -1193361.257795 + Penalty 3013.827431 = -1190347.430365
  nChanged 25
		SP:Iteration 19Q (142852.750000 sec): 3 clusters
  Score: Raw -1193363.760108 + Penalty 3013.827431 = -1190349.932677
  nChanged 23
		SP:Iteration 20F (142852.960000 sec): 3 clusters
  Score: Raw -1193366.362935 + Penalty 3013.827431 = -1190352.535504
  nChanged 17
		SP:Iteration 21Q (142853.190000 sec): 3 clusters
  Score: Raw -1193368.190415 + Penalty 3013.827431 = -1190354.362985
  nChanged 10
		SP:Iteration 22Q (142853.410000 sec): 3 clusters
  Score: Raw -1193369.318912 + Penalty 3013.827431 = -1190355.491481
  nChanged 10
		SP:Iteration 23Q (142853.630000 sec): 3 clusters
  Score: Raw -1193370.254906 + Penalty 3013.827431 = -1190356.427475
  nChanged 10
		SP:Iteration 24Q (142853.850000 sec): 3 clusters
  Score: Raw -1193371.361167 + Penalty 3013.827431 = -1190357.533737
  nChanged 10
		SP:Iteration 25Q (142854.100000 sec): 3 clusters
  Score: Raw -1193372.103351 + Penalty 3013.827431 = -1190358.275920
  nChanged 12
		SP:Iteration 26Q (142854.260000 sec): 3 clusters
  Score: Raw -1193373.576431 + Penalty 3013.827431 = -1190359.749000
  nChanged 15
		SP:Iteration 27Q (142854.530000 sec): 3 clusters
  Score: Raw -1193375.624676 + Penalty 3013.827431 = -1190361.797245
  nChanged 26
		SP:Iteration 28Q (142854.730000 sec): 3 clusters
  Score: Raw -1193379.105411 + Penalty 3013.827431 = -1190365.277981
  nChanged 26
		SP:Iteration 29Q (142854.980000 sec): 3 clusters
  Score: Raw -1193382.287490 + Penalty 3013.827431 = -1190368.460059
  nChanged 24
		SP:Iteration 30Q (142855.170000 sec): 3 clusters
  Score: Raw -1193385.507121 + Penalty 3013.827431 = -1190371.679690
  nChanged 27
		SP:Iteration 31Q (142855.410000 sec): 3 clusters
  Score: Raw -1193389.004907 + Penalty 3013.827431 = -1190375.177476
  nChanged 26
		SP:Iteration 32Q (142855.700000 sec): 3 clusters
  Score: Raw -1193392.146952 + Penalty 3013.827431 = -1190378.319522
  nChanged 33
		SP:Iteration 33Q (142855.930000 sec): 3 clusters
  Score: Raw -1193396.558394 + Penalty 3013.827431 = -1190382.730963
  nChanged 29
		SP:Iteration 34Q (142856.150000 sec): 3 clusters
  Score: Raw -1193399.609495 + Penalty 3013.827431 = -1190385.782064
  nChanged 23
		SP:Iteration 35Q (142856.390000 sec): 3 clusters
  Score: Raw -1193402.197350 + Penalty 3013.827431 = -1190388.369919
  nChanged 22
		SP:Iteration 36Q (142856.650000 sec): 3 clusters
  Score: Raw -1193405.493192 + Penalty 3013.827431 = -1190391.665761
  nChanged 25
		SP:Iteration 37Q (142856.870000 sec): 3 clusters
  Score: Raw -1193408.287026 + Penalty 3013.827431 = -1190394.459595
  nChanged 19
		SP:Iteration 38Q (142857.110000 sec): 3 clusters
  Score: Raw -1193410.982222 + Penalty 3013.827431 = -1190397.154792
  nChanged 18
		SP:Iteration 39Q (142857.330000 sec): 3 clusters
  Score: Raw -1193413.107941 + Penalty 3013.827431 = -1190399.280510
  nChanged 16
		SP:Iteration 40F (142857.580000 sec): 3 clusters
  Score: Raw -1193415.463291 + Penalty 3013.827431 = -1190401.635861
  nChanged 18
		SP:Iteration 41Q (142857.830000 sec): 3 clusters
  Score: Raw -1193417.651181 + Penalty 3013.827431 = -1190403.823750
  nChanged 18
		SP:Iteration 42Q (142858.080000 sec): 3 clusters
  Score: Raw -1193419.917737 + Penalty 3013.827431 = -1190406.090306
  nChanged 16
		SP:Iteration 43Q (142858.260000 sec): 3 clusters
  Score: Raw -1193422.215582 + Penalty 3013.827431 = -1190408.388152
  nChanged 23
		SP:Iteration 44Q (142858.500000 sec): 3 clusters
  Score: Raw -1193425.951791 + Penalty 3013.827431 = -1190412.124361
  nChanged 21
		SP:Iteration 45Q (142858.730000 sec): 3 clusters
  Score: Raw -1193429.790361 + Penalty 3013.827431 = -1190415.962931
  nChanged 27
		SP:Iteration 46Q (142858.920000 sec): 3 clusters
  Score: Raw -1193434.396411 + Penalty 3013.827431 = -1190420.568980
  nChanged 34
		SP:Iteration 47Q (142859.160000 sec): 3 clusters
  Score: Raw -1193439.765739 + Penalty 3013.827431 = -1190425.938308
  nChanged 27
		SP:Iteration 48Q (142859.390000 sec): 3 clusters
  Score: Raw -1193443.498968 + Penalty 3013.827431 = -1190429.671538
  nChanged 31
		SP:Iteration 49Q (142859.610000 sec): 3 clusters
  Score: Raw -1193447.475921 + Penalty 3013.827431 = -1190433.648490
  nChanged 29
		SP:Iteration 50Q (142859.870000 sec): 3 clusters
  Score: Raw -1193452.088941 + Penalty 3013.827431 = -1190438.261510
  nChanged 22
		SP:Iteration 51Q (142860.100000 sec): 3 clusters
  Score: Raw -1193455.887751 + Penalty 3013.827431 = -1190442.060320
  nChanged 23
		SP:Iteration 52Q (142860.280000 sec): 3 clusters
  Score: Raw -1193460.662093 + Penalty 3013.827431 = -1190446.834662
  nChanged 31
		SP:Iteration 53Q (142860.490000 sec): 3 clusters
  Score: Raw -1193467.131783 + Penalty 3013.827431 = -1190453.304353
  nChanged 29
		SP:Iteration 54Q (142860.760000 sec): 3 clusters
  Score: Raw -1193472.362994 + Penalty 3013.827431 = -1190458.535563
  nChanged 26
		SP:Iteration 55Q (142860.970000 sec): 3 clusters
  Score: Raw -1193477.675236 + Penalty 3013.827431 = -1190463.847806
  nChanged 35
		SP:Iteration 56Q (142861.160000 sec): 3 clusters
  Score: Raw -1193483.211803 + Penalty 3013.827431 = -1190469.384372
  nChanged 38
		SP:Iteration 57Q (142861.440000 sec): 3 clusters
  Score: Raw -1193491.191267 + Penalty 3013.827431 = -1190477.363836
  nChanged 41
		SP:Iteration 58Q (142861.680000 sec): 3 clusters
  Score: Raw -1193498.845650 + Penalty 3013.827431 = -1190485.018219
  nChanged 36
		SP:Iteration 59Q (142861.870000 sec): 3 clusters
  Score: Raw -1193505.272578 + Penalty 3013.827431 = -1190491.445147
  nChanged 37
		SP:Iteration 60F (142862.120000 sec): 3 clusters
  Score: Raw -1193511.378183 + Penalty 3013.827431 = -1190497.550752
  nChanged 30
		SP:Iteration 61Q (142862.360000 sec): 3 clusters
  Score: Raw -1193516.606466 + Penalty 3013.827431 = -1190502.779035
  nChanged 43
		SP:Iteration 62Q (142862.590000 sec): 3 clusters
  Score: Raw -1193525.458716 + Penalty 3013.827431 = -1190511.631285
  nChanged 37
		SP:Iteration 63Q (142862.810000 sec): 3 clusters
  Score: Raw -1193532.049787 + Penalty 3013.827431 = -1190518.222357
  nChanged 33
		SP:Iteration 64Q (142863.060000 sec): 3 clusters
  Score: Raw -1193538.240741 + Penalty 3013.827431 = -1190524.413310
  nChanged 31
		SP:Iteration 65Q (142863.230000 sec): 3 clusters
  Score: Raw -1193543.496814 + Penalty 3013.827431 = -1190529.669384
  nChanged 27
		SP:Iteration 66Q (142863.480000 sec): 3 clusters
  Score: Raw -1193549.346826 + Penalty 3013.827431 = -1190535.519396
  nChanged 33
		SP:Iteration 67Q (142863.690000 sec): 3 clusters
  Score: Raw -1193556.094222 + Penalty 3013.827431 = -1190542.266791
  nChanged 31
		SP:Iteration 68Q (142863.920000 sec): 3 clusters
  Score: Raw -1193562.146962 + Penalty 3013.827431 = -1190548.319531
  nChanged 33
		SP:Iteration 69Q (142864.120000 sec): 3 clusters
  Score: Raw -1193568.484175 + Penalty 3013.827431 = -1190554.656744
  nChanged 27
		SP:Iteration 70Q (142864.360000 sec): 3 clusters
  Score: Raw -1193573.399487 + Penalty 3013.827431 = -1190559.572056
  nChanged 18
		SP:Iteration 71Q (142864.540000 sec): 3 clusters
  Score: Raw -1193576.239998 + Penalty 3013.827431 = -1190562.412568
  nChanged 20
		SP:Iteration 72Q (142864.780000 sec): 3 clusters
  Score: Raw -1193579.781851 + Penalty 3013.827431 = -1190565.954421
  nChanged 22
		SP:Iteration 73Q (142865.020000 sec): 3 clusters
  Score: Raw -1193583.852776 + Penalty 3013.827431 = -1190570.025345
  nChanged 26
		SP:Iteration 74Q (142865.250000 sec): 3 clusters
  Score: Raw -1193589.692609 + Penalty 3013.827431 = -1190575.865179
  nChanged 23
		SP:Iteration 75Q (142865.440000 sec): 3 clusters
  Score: Raw -1193594.616759 + Penalty 3013.827431 = -1190580.789328
  nChanged 22
		SP:Iteration 76Q (142865.700000 sec): 3 clusters
  Score: Raw -1193598.914704 + Penalty 3013.827431 = -1190585.087273
  nChanged 21
		SP:Iteration 77Q (142865.910000 sec): 3 clusters
  Score: Raw -1193603.373490 + Penalty 3013.827431 = -1190589.546059
  nChanged 23
		SP:Iteration 78Q (142866.110000 sec): 3 clusters
  Score: Raw -1193608.038444 + Penalty 3013.827431 = -1190594.211014
  nChanged 22
		SP:Iteration 79Q (142866.400000 sec): 3 clusters
  Score: Raw -1193611.503204 + Penalty 3013.827431 = -1190597.675774
  nChanged 24
		SP:Iteration 80F (142866.630000 sec): 3 clusters
  Score: Raw -1193616.932672 + Penalty 3013.827431 = -1190603.105241
  nChanged 31
		SP:Iteration 81Q (142866.890000 sec): 3 clusters
  Score: Raw -1193623.615322 + Penalty 3013.827431 = -1190609.787891
  nChanged 29
		SP:Iteration 82Q (142867.040000 sec): 3 clusters
  Score: Raw -1193629.763820 + Penalty 3013.827431 = -1190615.936390
  nChanged 24
		SP:Iteration 83Q (142867.250000 sec): 3 clusters
  Score: Raw -1193635.799699 + Penalty 3013.827431 = -1190621.972268
  nChanged 28
		SP:Iteration 84Q (142867.460000 sec): 3 clusters
  Score: Raw -1193642.306636 + Penalty 3013.827431 = -1190628.479205
  nChanged 27
		SP:Iteration 85Q (142867.690000 sec): 3 clusters
  Score: Raw -1193649.076356 + Penalty 3013.827431 = -1190635.248925
  nChanged 18
		SP:Iteration 86Q (142867.930000 sec): 3 clusters
  Score: Raw -1193652.672268 + Penalty 3013.827431 = -1190638.844837
  nChanged 15
		SP:Iteration 87Q (142868.120000 sec): 3 clusters
  Score: Raw -1193656.330734 + Penalty 3013.827431 = -1190642.503303
  nChanged 16
		SP:Iteration 88Q (142868.340000 sec): 3 clusters
  Score: Raw -1193660.068834 + Penalty 3013.827431 = -1190646.241403
  nChanged 12
		SP:Iteration 89Q (142868.590000 sec): 3 clusters
  Score: Raw -1193662.792588 + Penalty 3013.827431 = -1190648.965157
  nChanged 15
		SP:Iteration 90Q (142868.770000 sec): 3 clusters
  Score: Raw -1193665.718807 + Penalty 3013.827431 = -1190651.891376
  nChanged 15
		SP:Iteration 91Q (142869.050000 sec): 3 clusters
  Score: Raw -1193668.894393 + Penalty 3013.827431 = -1190655.066962
  nChanged 21
		SP:Iteration 92Q (142869.270000 sec): 3 clusters
  Score: Raw -1193673.315869 + Penalty 3013.827431 = -1190659.488438
  nChanged 15
		SP:Iteration 93Q (142869.500000 sec): 3 clusters
  Score: Raw -1193676.065793 + Penalty 3013.827431 = -1190662.238363
  nChanged 15
		SP:Iteration 94Q (142869.690000 sec): 3 clusters
  Score: Raw -1193679.196901 + Penalty 3013.827431 = -1190665.369470
  nChanged 17
		SP:Iteration 95Q (142869.820000 sec): 3 clusters
  Score: Raw -1193683.618129 + Penalty 3013.827431 = -1190669.790699
  nChanged 26
		SP:Iteration 96Q (142870.060000 sec): 3 clusters
  Score: Raw -1193690.736550 + Penalty 3013.827431 = -1190676.909119
  nChanged 25
		SP:Iteration 97Q (142870.310000 sec): 3 clusters
  Score: Raw -1193695.510061 + Penalty 3013.827431 = -1190681.682631
  nChanged 15
		SP:Iteration 98Q (142870.560000 sec): 3 clusters
  Score: Raw -1193698.962090 + Penalty 3013.827431 = -1190685.134660
  nChanged 23
		SP:Iteration 99Q (142870.780000 sec): 3 clusters
  Score: Raw -1193705.310493 + Penalty 3013.827431 = -1190691.483063
  nChanged 32
		SP:Iteration 100F (142870.980000 sec): 3 clusters
  Score: Raw -1193716.810378 + Penalty 3013.827431 = -1190702.982948
  nChanged 32
		SP:Iteration 101Q (142871.260000 sec): 3 clusters
  Score: Raw -1193727.109516 + Penalty 3013.827431 = -1190713.282085
  nChanged 34
		SP:Iteration 102Q (142871.490000 sec): 3 clusters
  Score: Raw -1193734.489086 + Penalty 3013.827431 = -1190720.661656
  nChanged 22
		SP:Iteration 103Q (142871.710000 sec): 3 clusters
  Score: Raw -1193741.111308 + Penalty 3013.827431 = -1190727.283877
  nChanged 25
		SP:Iteration 104Q (142871.950000 sec): 3 clusters
  Score: Raw -1193748.971648 + Penalty 3013.827431 = -1190735.144218
  nChanged 20
		SP:Iteration 105Q (142872.170000 sec): 3 clusters
  Score: Raw -1193755.200808 + Penalty 3013.827431 = -1190741.373377
  nChanged 25
		SP:Iteration 106Q (142872.380000 sec): 3 clusters
  Score: Raw -1193762.967419 + Penalty 3013.827431 = -1190749.139989
  nChanged 22
		SP:Iteration 107Q (142872.590000 sec): 3 clusters
  Score: Raw -1193770.086716 + Penalty 3013.827431 = -1190756.259286
  nChanged 20
		SP:Iteration 108Q (142872.780000 sec): 3 clusters
  Score: Raw -1193778.539364 + Penalty 3013.827431 = -1190764.711933
  nChanged 25
		SP:Iteration 109Q (142873.000000 sec): 3 clusters
  Score: Raw -1193785.300668 + Penalty 3013.827431 = -1190771.473238
  nChanged 21
		SP:Iteration 110Q (142873.200000 sec): 3 clusters
  Score: Raw -1193791.952179 + Penalty 3013.827431 = -1190778.124748
  nChanged 20
		SP:Iteration 111Q (142873.410000 sec): 3 clusters
  Score: Raw -1193797.419842 + Penalty 3013.827431 = -1190783.592411
  nChanged 16
		SP:Iteration 112Q (142873.660000 sec): 3 clusters
  Score: Raw -1193801.019757 + Penalty 3013.827431 = -1190787.192326
  nChanged 9
		SP:Iteration 113Q (142873.890000 sec): 3 clusters
  Score: Raw -1193802.973080 + Penalty 3013.827431 = -1190789.145649
  nChanged 10
		SP:Iteration 114Q (142874.120000 sec): 3 clusters
  Score: Raw -1193805.431896 + Penalty 3013.827431 = -1190791.604465
  nChanged 13
		SP:Iteration 115Q (142874.320000 sec): 3 clusters
  Score: Raw -1193808.330681 + Penalty 3013.827431 = -1190794.503251
  nChanged 12
		SP:Iteration 116Q (142874.520000 sec): 3 clusters
  Score: Raw -1193811.780518 + Penalty 3013.827431 = -1190797.953087
  nChanged 16
		SP:Iteration 117Q (142874.700000 sec): 3 clusters
  Score: Raw -1193817.168122 + Penalty 3013.827431 = -1190803.340691
  nChanged 13
		SP:Iteration 118Q (142874.970000 sec): 3 clusters
  Score: Raw -1193820.204893 + Penalty 3013.827431 = -1190806.377463
  nChanged 10
		SP:Iteration 119Q (142875.160000 sec): 3 clusters
  Score: Raw -1193823.243875 + Penalty 3013.827431 = -1190809.416444
  nChanged 7
		SP:Iteration 120F (142875.380000 sec): 3 clusters
  Score: Raw -1193825.698883 + Penalty 3013.827431 = -1190811.871452
  nChanged 11
		SP:Iteration 121Q (142875.620000 sec): 3 clusters
  Score: Raw -1193830.250799 + Penalty 3013.827431 = -1190816.423368
  nChanged 20
		SP:Iteration 122Q (142875.850000 sec): 3 clusters
  Score: Raw -1193837.210858 + Penalty 3013.827431 = -1190823.383428
  nChanged 12
		SP:Iteration 123Q (142876.040000 sec): 3 clusters
  Score: Raw -1193841.612959 + Penalty 3013.827431 = -1190827.785528
  nChanged 12
		SP:Iteration 124Q (142876.250000 sec): 3 clusters
  Score: Raw -1193847.341142 + Penalty 3013.827431 = -1190833.513712
  nChanged 21
		SP:Iteration 125Q (142876.490000 sec): 3 clusters
  Score: Raw -1193857.689499 + Penalty 3013.827431 = -1190843.862069
  nChanged 22
		SP:Iteration 126Q (142876.700000 sec): 3 clusters
  Score: Raw -1193866.548289 + Penalty 3013.827431 = -1190852.720858
  nChanged 21
		SP:Iteration 127Q (142876.890000 sec): 3 clusters
  Score: Raw -1193874.427881 + Penalty 3013.827431 = -1190860.600450
  nChanged 27
		SP:Iteration 128Q (142877.130000 sec): 3 clusters
  Score: Raw -1193883.044898 + Penalty 3013.827431 = -1190869.217468
  nChanged 21
		SP:Iteration 129Q (142877.340000 sec): 3 clusters
  Score: Raw -1193892.060392 + Penalty 3013.827431 = -1190878.232961
  nChanged 18
		SP:Iteration 130Q (142877.570000 sec): 3 clusters
  Score: Raw -1193899.989500 + Penalty 3013.827431 = -1190886.162070
  nChanged 25
		SP:Iteration 131Q (142877.760000 sec): 3 clusters
  Score: Raw -1193909.458870 + Penalty 3013.827431 = -1190895.631440
  nChanged 25
		SP:Iteration 132Q (142878.010000 sec): 3 clusters
  Score: Raw -1193918.622578 + Penalty 3013.827431 = -1190904.795147
  nChanged 20
		SP:Iteration 133Q (142878.220000 sec): 3 clusters
  Score: Raw -1193925.745912 + Penalty 3013.827431 = -1190911.918482
  nChanged 20
		SP:Iteration 134Q (142878.410000 sec): 3 clusters
  Score: Raw -1193930.918767 + Penalty 3013.827431 = -1190917.091337
  nChanged 13
		SP:Iteration 135Q (142878.640000 sec): 3 clusters
  Score: Raw -1193935.930119 + Penalty 3013.827431 = -1190922.102689
  nChanged 15
		SP:Iteration 136Q (142878.880000 sec): 3 clusters
  Score: Raw -1193941.064355 + Penalty 3013.827431 = -1190927.236924
  nChanged 12
		SP:Iteration 137Q (142879.120000 sec): 3 clusters
  Score: Raw -1193944.420463 + Penalty 3013.827431 = -1190930.593033
  nChanged 6
		SP:Iteration 138Q (142879.330000 sec): 3 clusters
  Score: Raw -1193946.051954 + Penalty 3013.827431 = -1190932.224524
  nChanged 3
		SP:Iteration 139Q (142879.540000 sec): 3 clusters
  Score: Raw -1193946.992948 + Penalty 3013.827431 = -1190933.165517
  nChanged 4
		SP:Iteration 140F (142879.770000 sec): 3 clusters
  Score: Raw -1193948.372344 + Penalty 3013.827431 = -1190934.544914
  nChanged 6
		SP:Iteration 141Q (142879.960000 sec): 3 clusters
  Score: Raw -1193950.348103 + Penalty 3013.827431 = -1190936.520672
  nChanged 3
		SP:Iteration 142Q (142880.190000 sec): 3 clusters
  Score: Raw -1193950.974245 + Penalty 3013.827431 = -1190937.146814
  nChanged 3
		SP:Iteration 143Q (142880.440000 sec): 3 clusters
  Score: Raw -1193952.228217 + Penalty 3013.827431 = -1190938.400786
  nChanged 1
		SP:Iteration 144Q (142880.670000 sec): 3 clusters
  Score: Raw -1193952.787268 + Penalty 3013.827431 = -1190938.959837
  nChanged 3
		SP:Iteration 145Q (142880.860000 sec): 3 clusters
  Score: Raw -1193953.831910 + Penalty 3013.827431 = -1190940.004479
  nChanged 1
		SP:Iteration 146Q (142881.090000 sec): 3 clusters
  Score: Raw -1193953.947788 + Penalty 3013.827431 = -1190940.120358
  nChanged 2
		SP:Iteration 147Q (142881.320000 sec): 3 clusters
  Score: Raw -1193954.451030 + Penalty 3013.827431 = -1190940.623600
  nChanged 1
		SP:Iteration 148Q (142881.520000 sec): 3 clusters
  Score: Raw -1193954.603573 + Penalty 3013.827431 = -1190940.776142
  nChanged 2
		SP:Iteration 149Q (142881.720000 sec): 3 clusters
  Score: Raw -1193955.419272 + Penalty 3013.827431 = -1190941.591842
  nChanged 3
		SP:Iteration 150Q (142881.960000 sec): 3 clusters
  Score: Raw -1193956.186170 + Penalty 3013.827431 = -1190942.358739
  nChanged 6
		SP:Iteration 151Q (142882.140000 sec): 3 clusters
  Score: Raw -1193958.008408 + Penalty 3013.827431 = -1190944.180977
  nChanged 11
		SP:Iteration 152Q (142882.370000 sec): 3 clusters
  Score: Raw -1193962.448997 + Penalty 3013.827431 = -1190948.621566
  nChanged 7
		SP:Iteration 153Q (142882.620000 sec): 3 clusters
  Score: Raw -1193964.678757 + Penalty 3013.827431 = -1190950.851327
  nChanged 2
		SP:Iteration 154Q (142882.800000 sec): 3 clusters
  Score: Raw -1193965.254274 + Penalty 3013.827431 = -1190951.426844
  nChanged 3
		SP:Iteration 155Q (142883.000000 sec): 3 clusters
  Score: Raw -1193966.908723 + Penalty 3013.827431 = -1190953.081292
  nChanged 3
		SP:Iteration 156Q (142883.200000 sec): 3 clusters
  Score: Raw -1193968.241143 + Penalty 3013.827431 = -1190954.413712
  nChanged 4
		SP:Iteration 157Q (142883.400000 sec): 3 clusters
  Score: Raw -1193970.155498 + Penalty 3013.827431 = -1190956.328067
  nChanged 7
		SP:Iteration 158Q (142883.630000 sec): 3 clusters
  Score: Raw -1193971.915952 + Penalty 3013.827431 = -1190958.088521
  nChanged 4
		SP:Iteration 159Q (142883.870000 sec): 3 clusters
  Score: Raw -1193972.987260 + Penalty 3013.827431 = -1190959.159830
  nChanged 4
		SP:Iteration 160F (142884.100000 sec): 3 clusters
  Score: Raw -1193973.885898 + Penalty 3013.827431 = -1190960.058467
  nChanged 1
		SP:Iteration 161Q (142884.290000 sec): 3 clusters
  Score: Raw -1193973.984888 + Penalty 3013.827431 = -1190960.157457
  nChanged 0
		SP:Iteration 162F (142884.520000 sec): 3 clusters
  Score: Raw -1193973.984888 + Penalty 3013.827431 = -1190960.157457
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142884.670000 sec): 2 clusters
  Score: Raw -1226647.064318 + Penalty 1525.751404 = -1225121.312913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142884.930000 sec): 3 clusters
  Score: Raw -1219709.168926 + Penalty 3051.502809 = -1216657.666117
  nChanged 5264
		SP:Iteration 1F (142885.130000 sec): 3 clusters
  Score: Raw -1222669.625891 + Penalty 3051.502809 = -1219618.123082
  nChanged 870
		SP:Iteration 2F (142885.390000 sec): 3 clusters
  Score: Raw -1223203.384182 + Penalty 3051.502809 = -1220151.881373
  nChanged 812
		SP:Iteration 3F (142885.590000 sec): 3 clusters
  Score: Raw -1223709.849864 + Penalty 3051.502809 = -1220658.347055
  nChanged 783
		SP:Iteration 4F (142885.790000 sec): 3 clusters
  Score: Raw -1224189.617165 + Penalty 3051.502809 = -1221138.114356
  nChanged 688
		SP:Iteration 5F (142886.030000 sec): 3 clusters
  Score: Raw -1224635.991058 + Penalty 3051.502809 = -1221584.488249
  nChanged 651
		SP:Iteration 6F (142886.260000 sec): 3 clusters
  Score: Raw -1225049.984735 + Penalty 3051.502809 = -1221998.481926
  nChanged 584
		SP:Iteration 7Q (142886.460000 sec): 3 clusters
  Score: Raw -1225418.953061 + Penalty 3051.502809 = -1222367.450252
  nChanged 507
		SP:Iteration 8Q (142886.710000 sec): 3 clusters
  Score: Raw -1225711.000237 + Penalty 3051.502809 = -1222659.497428
  nChanged 425
		SP:Iteration 9Q (142886.870000 sec): 3 clusters
  Score: Raw -1225949.870239 + Penalty 3051.502809 = -1222898.367430
  nChanged 369
		SP:Iteration 10Q (142887.140000 sec): 3 clusters
  Score: Raw -1226187.264820 + Penalty 3051.502809 = -1223135.762011
  nChanged 373
		SP:Iteration 11Q (142887.320000 sec): 3 clusters
  Score: Raw -1226441.047428 + Penalty 3051.502809 = -1223389.544619
  nChanged 315
		SP:Iteration 12Q (142887.580000 sec): 3 clusters
  Score: Raw -1226661.356311 + Penalty 3051.502809 = -1223609.853502
  nChanged 251
		SP:Iteration 13Q (142887.770000 sec): 3 clusters
  Score: Raw -1226847.249338 + Penalty 3051.502809 = -1223795.746529
  nChanged 186
		SP:Iteration 14Q (142887.980000 sec): 3 clusters
  Score: Raw -1226979.720645 + Penalty 3051.502809 = -1223928.217836
  nChanged 132
		SP:Iteration 15Q (142888.220000 sec): 3 clusters
  Score: Raw -1227062.305828 + Penalty 3051.502809 = -1224010.803019
  nChanged 105
		SP:Iteration 16Q (142888.420000 sec): 3 clusters
  Score: Raw -1227132.010002 + Penalty 3051.502809 = -1224080.507193
  nChanged 63
		SP:Iteration 17Q (142888.630000 sec): 3 clusters
  Score: Raw -1227175.326289 + Penalty 3051.502809 = -1224123.823480
  nChanged 51
		SP:Iteration 18Q (142888.860000 sec): 3 clusters
  Score: Raw -1227211.189190 + Penalty 3051.502809 = -1224159.686381
  nChanged 50
		SP:Iteration 19Q (142889.040000 sec): 3 clusters
  Score: Raw -1227247.462165 + Penalty 3051.502809 = -1224195.959356
  nChanged 37
		SP:Iteration 20F (142889.280000 sec): 3 clusters
  Score: Raw -1227273.740498 + Penalty 3051.502809 = -1224222.237689
  nChanged 31
		SP:Iteration 21Q (142889.480000 sec): 3 clusters
  Score: Raw -1227293.129561 + Penalty 3051.502809 = -1224241.626752
  nChanged 26
		SP:Iteration 22Q (142889.720000 sec): 3 clusters
  Score: Raw -1227308.876601 + Penalty 3051.502809 = -1224257.373792
  nChanged 22
		SP:Iteration 23Q (142889.940000 sec): 3 clusters
  Score: Raw -1227322.306304 + Penalty 3051.502809 = -1224270.803496
  nChanged 20
		SP:Iteration 24Q (142890.120000 sec): 3 clusters
  Score: Raw -1227331.920381 + Penalty 3051.502809 = -1224280.417572
  nChanged 20
		SP:Iteration 25Q (142890.370000 sec): 3 clusters
  Score: Raw -1227341.408640 + Penalty 3051.502809 = -1224289.905831
  nChanged 16
		SP:Iteration 26Q (142890.640000 sec): 3 clusters
  Score: Raw -1227350.427303 + Penalty 3051.502809 = -1224298.924494
  nChanged 17
		SP:Iteration 27Q (142890.820000 sec): 3 clusters
  Score: Raw -1227357.845946 + Penalty 3051.502809 = -1224306.343137
  nChanged 12
		SP:Iteration 28Q (142891.080000 sec): 3 clusters
  Score: Raw -1227363.281341 + Penalty 3051.502809 = -1224311.778532
  nChanged 8
		SP:Iteration 29Q (142891.280000 sec): 3 clusters
  Score: Raw -1227369.753827 + Penalty 3051.502809 = -1224318.251018
  nChanged 7
		SP:Iteration 30Q (142891.500000 sec): 3 clusters
  Score: Raw -1227371.862480 + Penalty 3051.502809 = -1224320.359672
  nChanged 4
		SP:Iteration 31Q (142891.710000 sec): 3 clusters
  Score: Raw -1227372.929949 + Penalty 3051.502809 = -1224321.427140
  nChanged 4
		SP:Iteration 32Q (142891.950000 sec): 3 clusters
  Score: Raw -1227374.155103 + Penalty 3051.502809 = -1224322.652294
  nChanged 4
		SP:Iteration 33Q (142892.110000 sec): 3 clusters
  Score: Raw -1227376.250597 + Penalty 3051.502809 = -1224324.747788
  nChanged 3
		SP:Iteration 34Q (142892.380000 sec): 3 clusters
  Score: Raw -1227376.926401 + Penalty 3051.502809 = -1224325.423592
  nChanged 2
		SP:Iteration 35Q (142892.600000 sec): 3 clusters
  Score: Raw -1227378.631666 + Penalty 3051.502809 = -1224327.128858
  nChanged 4
		SP:Iteration 36Q (142892.820000 sec): 3 clusters
  Score: Raw -1227380.000222 + Penalty 3051.502809 = -1224328.497413
  nChanged 5
		SP:Iteration 37Q (142893.050000 sec): 3 clusters
  Score: Raw -1227382.007529 + Penalty 3051.502809 = -1224330.504721
  nChanged 6
		SP:Iteration 38Q (142893.250000 sec): 3 clusters
  Score: Raw -1227383.510705 + Penalty 3051.502809 = -1224332.007896
  nChanged 2
		SP:Iteration 39Q (142893.450000 sec): 3 clusters
  Score: Raw -1227383.978263 + Penalty 3051.502809 = -1224332.475454
  nChanged 2
		SP:Iteration 40F (142893.700000 sec): 3 clusters
  Score: Raw -1227384.409449 + Penalty 3051.502809 = -1224332.906640
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142893.930000 sec): 2 clusters
  Score: Raw -3113202.566970 + Penalty 1665.374633 = -3111537.192337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142894.210000 sec): 3 clusters
  Score: Raw -3095870.357856 + Penalty 3330.749266 = -3092539.608590
  nChanged 12972
		SP:Iteration 1F (142894.520000 sec): 3 clusters
  Score: Raw -3102979.193442 + Penalty 3330.749266 = -3099648.444176
  nChanged 1313
		SP:Iteration 2Q (142894.790000 sec): 3 clusters
  Score: Raw -3103399.133589 + Penalty 3330.749266 = -3100068.384322
  nChanged 1269
		SP:Iteration 3Q (142895.140000 sec): 3 clusters
  Score: Raw -3103846.876132 + Penalty 3330.749266 = -3100516.126866
  nChanged 1384
		SP:Iteration 4Q (142895.420000 sec): 3 clusters
  Score: Raw -3104454.515630 + Penalty 3330.749266 = -3101123.766364
  nChanged 1599
		SP:Iteration 5F (142895.770000 sec): 3 clusters
  Score: Raw -3105263.714409 + Penalty 3330.749266 = -3101932.965143
  nChanged 1744
		SP:Iteration 6F (142896.060000 sec): 3 clusters
  Score: Raw -3106255.297848 + Penalty 3330.749266 = -3102924.548582
  nChanged 1762
		SP:Iteration 7F (142896.420000 sec): 3 clusters
  Score: Raw -3107388.851337 + Penalty 3330.749266 = -3104058.102071
  nChanged 1700
		SP:Iteration 8F (142896.770000 sec): 3 clusters
  Score: Raw -3108583.810444 + Penalty 3330.749266 = -3105253.061178
  nChanged 1504
		SP:Iteration 9F (142897.100000 sec): 3 clusters
  Score: Raw -3109740.101689 + Penalty 3330.749266 = -3106409.352423
  nChanged 1218
		SP:Iteration 10Q (142897.410000 sec): 3 clusters
  Score: Raw -3110724.264003 + Penalty 3330.749266 = -3107393.514737
  nChanged 999
		SP:Iteration 11Q (142897.710000 sec): 3 clusters
  Score: Raw -3111497.618943 + Penalty 3330.749266 = -3108166.869677
  nChanged 731
		SP:Iteration 12Q (142898.020000 sec): 3 clusters
  Score: Raw -3112063.553162 + Penalty 3330.749266 = -3108732.803896
  nChanged 518
		SP:Iteration 13Q (142898.340000 sec): 3 clusters
  Score: Raw -3112455.228154 + Penalty 3330.749266 = -3109124.478887
  nChanged 373
		SP:Iteration 14Q (142898.640000 sec): 3 clusters
  Score: Raw -3112744.346637 + Penalty 3330.749266 = -3109413.597371
  nChanged 279
		SP:Iteration 15Q (142898.920000 sec): 3 clusters
  Score: Raw -3112941.079419 + Penalty 3330.749266 = -3109610.330153
  nChanged 199
		SP:Iteration 16Q (142899.210000 sec): 3 clusters
  Score: Raw -3113082.528527 + Penalty 3330.749266 = -3109751.779261
  nChanged 125
		SP:Iteration 17Q (142899.560000 sec): 3 clusters
  Score: Raw -3113160.870605 + Penalty 3330.749266 = -3109830.121339
  nChanged 107
		SP:Iteration 18Q (142899.820000 sec): 3 clusters
  Score: Raw -3113223.491255 + Penalty 3330.749266 = -3109892.741989
  nChanged 74
		SP:Iteration 19Q (142900.120000 sec): 3 clusters
  Score: Raw -3113268.992247 + Penalty 3330.749266 = -3109938.242981
  nChanged 43
		SP:Iteration 20F (142900.380000 sec): 3 clusters
  Score: Raw -3113294.159369 + Penalty 3330.749266 = -3109963.410103
  nChanged 34
		SP:Iteration 21Q (142900.680000 sec): 3 clusters
  Score: Raw -3113309.975195 + Penalty 3330.749266 = -3109979.225929
  nChanged 24
		SP:Iteration 22Q (142900.940000 sec): 3 clusters
  Score: Raw -3113322.699702 + Penalty 3330.749266 = -3109991.950436
  nChanged 19
		SP:Iteration 23Q (142901.190000 sec): 3 clusters
  Score: Raw -3113334.562902 + Penalty 3330.749266 = -3110003.813636
  nChanged 21
		SP:Iteration 24Q (142901.490000 sec): 3 clusters
  Score: Raw -3113344.285067 + Penalty 3330.749266 = -3110013.535801
  nChanged 14
		SP:Iteration 25Q (142901.740000 sec): 3 clusters
  Score: Raw -3113351.876135 + Penalty 3330.749266 = -3110021.126869
  nChanged 17
		SP:Iteration 26Q (142902.010000 sec): 3 clusters
  Score: Raw -3113361.163865 + Penalty 3330.749266 = -3110030.414599
  nChanged 14
		SP:Iteration 27Q (142902.260000 sec): 3 clusters
  Score: Raw -3113367.508477 + Penalty 3330.749266 = -3110036.759211
  nChanged 12
		SP:Iteration 28Q (142902.550000 sec): 3 clusters
  Score: Raw -3113373.396613 + Penalty 3330.749266 = -3110042.647347
  nChanged 8
		SP:Iteration 29Q (142902.830000 sec): 3 clusters
  Score: Raw -3113379.144388 + Penalty 3330.749266 = -3110048.395122
  nChanged 10
		SP:Iteration 30Q (142903.070000 sec): 3 clusters
  Score: Raw -3113386.152826 + Penalty 3330.749266 = -3110055.403560
  nChanged 5
		SP:Iteration 31Q (142903.350000 sec): 3 clusters
  Score: Raw -3113389.577417 + Penalty 3330.749266 = -3110058.828151
  nChanged 5
		SP:Iteration 32Q (142903.600000 sec): 3 clusters
  Score: Raw -3113393.545589 + Penalty 3330.749266 = -3110062.796323
  nChanged 4
		SP:Iteration 33Q (142903.880000 sec): 3 clusters
  Score: Raw -3113395.965847 + Penalty 3330.749266 = -3110065.216581
  nChanged 5
		SP:Iteration 34Q (142904.140000 sec): 3 clusters
  Score: Raw -3113398.034675 + Penalty 3330.749266 = -3110067.285409
  nChanged 3
		SP:Iteration 35Q (142904.390000 sec): 3 clusters
  Score: Raw -3113399.826939 + Penalty 3330.749266 = -3110069.077673
  nChanged 6
		SP:Iteration 36Q (142904.670000 sec): 3 clusters
  Score: Raw -3113403.246745 + Penalty 3330.749266 = -3110072.497479
  nChanged 7
		SP:Iteration 37Q (142904.940000 sec): 3 clusters
  Score: Raw -3113408.213673 + Penalty 3330.749266 = -3110077.464407
  nChanged 4
		SP:Iteration 38Q (142905.220000 sec): 3 clusters
  Score: Raw -3113409.888284 + Penalty 3330.749266 = -3110079.139018
  nChanged 8
		SP:Iteration 39Q (142905.450000 sec): 3 clusters
  Score: Raw -3113413.300349 + Penalty 3330.749266 = -3110082.551083
  nChanged 6
		SP:Iteration 40F (142905.780000 sec): 3 clusters
  Score: Raw -3113416.235920 + Penalty 3330.749266 = -3110085.486654
  nChanged 5
		SP:Iteration 41Q (142906.040000 sec): 3 clusters
  Score: Raw -3113419.330593 + Penalty 3330.749266 = -3110088.581327
  nChanged 5
		SP:Iteration 42Q (142906.300000 sec): 3 clusters
  Score: Raw -3113421.583923 + Penalty 3330.749266 = -3110090.834657
  nChanged 6
		SP:Iteration 43Q (142906.610000 sec): 3 clusters
  Score: Raw -3113425.213246 + Penalty 3330.749266 = -3110094.463980
  nChanged 1
		SP:Iteration 44Q (142906.870000 sec): 3 clusters
  Score: Raw -3113425.742506 + Penalty 3330.749266 = -3110094.993240
  nChanged 0
		SP:Iteration 45F (142907.170000 sec): 3 clusters
  Score: Raw -3113425.742506 + Penalty 3330.749266 = -3110094.993240
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142907.320000 sec): 2 clusters
  Score: Raw -943448.423541 + Penalty 1467.202489 = -941981.221052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142907.540000 sec): 3 clusters
  Score: Raw -938843.239024 + Penalty 2934.404977 = -935908.834047
  nChanged 3529
		SP:Iteration 1F (142907.770000 sec): 3 clusters
  Score: Raw -940770.043958 + Penalty 2934.404977 = -937835.638980
  nChanged 561
		SP:Iteration 2F (142907.980000 sec): 3 clusters
  Score: Raw -941055.508136 + Penalty 2934.404977 = -938121.103159
  nChanged 465
		SP:Iteration 3F (142908.220000 sec): 3 clusters
  Score: Raw -941272.625841 + Penalty 2934.404977 = -938338.220864
  nChanged 356
		SP:Iteration 4Q (142908.380000 sec): 3 clusters
  Score: Raw -941424.709439 + Penalty 2934.404977 = -938490.304462
  nChanged 267
		SP:Iteration 5Q (142908.610000 sec): 3 clusters
  Score: Raw -941515.907203 + Penalty 2934.404977 = -938581.502226
  nChanged 219
		SP:Iteration 6Q (142908.800000 sec): 3 clusters
  Score: Raw -941583.821919 + Penalty 2934.404977 = -938649.416942
  nChanged 200
		SP:Iteration 7Q (142908.990000 sec): 3 clusters
  Score: Raw -941648.780828 + Penalty 2934.404977 = -938714.375851
  nChanged 191
		SP:Iteration 8Q (142909.210000 sec): 3 clusters
  Score: Raw -941710.346295 + Penalty 2934.404977 = -938775.941318
  nChanged 182
		SP:Iteration 9Q (142909.430000 sec): 3 clusters
  Score: Raw -941765.471179 + Penalty 2934.404977 = -938831.066201
  nChanged 158
		SP:Iteration 10Q (142909.630000 sec): 3 clusters
  Score: Raw -941823.137561 + Penalty 2934.404977 = -938888.732583
  nChanged 176
		SP:Iteration 11Q (142909.800000 sec): 3 clusters
  Score: Raw -941891.911632 + Penalty 2934.404977 = -938957.506655
  nChanged 189
		SP:Iteration 12Q (142910.020000 sec): 3 clusters
  Score: Raw -941972.369883 + Penalty 2934.404977 = -939037.964906
  nChanged 197
		SP:Iteration 13Q (142910.210000 sec): 3 clusters
  Score: Raw -942057.028959 + Penalty 2934.404977 = -939122.623982
  nChanged 193
		SP:Iteration 14Q (142910.370000 sec): 3 clusters
  Score: Raw -942156.374652 + Penalty 2934.404977 = -939221.969674
  nChanged 237
		SP:Iteration 15Q (142910.580000 sec): 3 clusters
  Score: Raw -942271.460520 + Penalty 2934.404977 = -939337.055542
  nChanged 213
		SP:Iteration 16Q (142910.830000 sec): 3 clusters
  Score: Raw -942369.971765 + Penalty 2934.404977 = -939435.566787
  nChanged 206
		SP:Iteration 17Q (142911.010000 sec): 3 clusters
  Score: Raw -942455.758125 + Penalty 2934.404977 = -939521.353147
  nChanged 195
		SP:Iteration 18Q (142911.250000 sec): 3 clusters
  Score: Raw -942531.216812 + Penalty 2934.404977 = -939596.811834
  nChanged 157
		SP:Iteration 19Q (142911.490000 sec): 3 clusters
  Score: Raw -942595.250506 + Penalty 2934.404977 = -939660.845528
  nChanged 142
		SP:Iteration 20F (142911.670000 sec): 3 clusters
  Score: Raw -942648.588647 + Penalty 2934.404977 = -939714.183669
  nChanged 134
		SP:Iteration 21Q (142911.840000 sec): 3 clusters
  Score: Raw -942700.060431 + Penalty 2934.404977 = -939765.655454
  nChanged 128
		SP:Iteration 22Q (142912.040000 sec): 3 clusters
  Score: Raw -942751.113525 + Penalty 2934.404977 = -939816.708547
  nChanged 122
		SP:Iteration 23Q (142912.240000 sec): 3 clusters
  Score: Raw -942795.459237 + Penalty 2934.404977 = -939861.054260
  nChanged 109
		SP:Iteration 24Q (142912.500000 sec): 3 clusters
  Score: Raw -942836.932051 + Penalty 2934.404977 = -939902.527074
  nChanged 111
		SP:Iteration 25Q (142912.670000 sec): 3 clusters
  Score: Raw -942874.184264 + Penalty 2934.404977 = -939939.779287
  nChanged 110
		SP:Iteration 26Q (142912.900000 sec): 3 clusters
  Score: Raw -942913.543895 + Penalty 2934.404977 = -939979.138917
  nChanged 102
		SP:Iteration 27Q (142913.150000 sec): 3 clusters
  Score: Raw -942948.219067 + Penalty 2934.404977 = -940013.814089
  nChanged 94
		SP:Iteration 28Q (142913.370000 sec): 3 clusters
  Score: Raw -942979.325832 + Penalty 2934.404977 = -940044.920854
  nChanged 97
		SP:Iteration 29Q (142913.610000 sec): 3 clusters
  Score: Raw -943020.192016 + Penalty 2934.404977 = -940085.787039
  nChanged 102
		SP:Iteration 30Q (142913.810000 sec): 3 clusters
  Score: Raw -943058.921136 + Penalty 2934.404977 = -940124.516159
  nChanged 101
		SP:Iteration 31Q (142914.020000 sec): 3 clusters
  Score: Raw -943093.139268 + Penalty 2934.404977 = -940158.734290
  nChanged 83
		SP:Iteration 32Q (142914.250000 sec): 3 clusters
  Score: Raw -943122.475140 + Penalty 2934.404977 = -940188.070163
  nChanged 82
		SP:Iteration 33Q (142914.450000 sec): 3 clusters
  Score: Raw -943153.101311 + Penalty 2934.404977 = -940218.696334
  nChanged 70
		SP:Iteration 34Q (142914.630000 sec): 3 clusters
  Score: Raw -943179.151953 + Penalty 2934.404977 = -940244.746976
  nChanged 74
		SP:Iteration 35Q (142914.810000 sec): 3 clusters
  Score: Raw -943208.754746 + Penalty 2934.404977 = -940274.349768
  nChanged 84
		SP:Iteration 36Q (142915.000000 sec): 3 clusters
  Score: Raw -943242.734882 + Penalty 2934.404977 = -940308.329905
  nChanged 78
		SP:Iteration 37Q (142915.130000 sec): 3 clusters
  Score: Raw -943270.949505 + Penalty 2934.404977 = -940336.544528
  nChanged 74
		SP:Iteration 38Q (142915.330000 sec): 3 clusters
  Score: Raw -943299.792354 + Penalty 2934.404977 = -940365.387376
  nChanged 71
		SP:Iteration 39Q (142915.570000 sec): 3 clusters
  Score: Raw -943328.954690 + Penalty 2934.404977 = -940394.549713
  nChanged 62
		SP:Iteration 40F (142915.800000 sec): 3 clusters
  Score: Raw -943358.174506 + Penalty 2934.404977 = -940423.769528
  nChanged 67
		SP:Iteration 41Q (142916.000000 sec): 3 clusters
  Score: Raw -943387.738393 + Penalty 2934.404977 = -940453.333416
  nChanged 78
		SP:Iteration 42Q (142916.200000 sec): 3 clusters
  Score: Raw -943427.991649 + Penalty 2934.404977 = -940493.586671
  nChanged 73
		SP:Iteration 43Q (142916.370000 sec): 3 clusters
  Score: Raw -943462.296111 + Penalty 2934.404977 = -940527.891133
  nChanged 74
		SP:Iteration 44Q (142916.590000 sec): 3 clusters
  Score: Raw -943493.748328 + Penalty 2934.404977 = -940559.343351
  nChanged 61
		SP:Iteration 45Q (142916.740000 sec): 3 clusters
  Score: Raw -943521.404865 + Penalty 2934.404977 = -940586.999888
  nChanged 68
		SP:Iteration 46Q (142916.950000 sec): 3 clusters
  Score: Raw -943554.291125 + Penalty 2934.404977 = -940619.886148
  nChanged 57
		SP:Iteration 47Q (142917.160000 sec): 3 clusters
  Score: Raw -943583.328904 + Penalty 2934.404977 = -940648.923926
  nChanged 57
		SP:Iteration 48Q (142917.370000 sec): 3 clusters
  Score: Raw -943618.326025 + Penalty 2934.404977 = -940683.921047
  nChanged 48
		SP:Iteration 49Q (142917.510000 sec): 3 clusters
  Score: Raw -943646.405978 + Penalty 2934.404977 = -940712.001001
  nChanged 42
		SP:Iteration 50Q (142917.730000 sec): 3 clusters
  Score: Raw -943671.266600 + Penalty 2934.404977 = -940736.861622
  nChanged 38
		SP:Iteration 51Q (142917.950000 sec): 3 clusters
  Score: Raw -943691.799844 + Penalty 2934.404977 = -940757.394866
  nChanged 30
		SP:Iteration 52Q (142918.150000 sec): 3 clusters
  Score: Raw -943708.422834 + Penalty 2934.404977 = -940774.017856
  nChanged 27
		SP:Iteration 53Q (142918.370000 sec): 3 clusters
  Score: Raw -943724.885650 + Penalty 2934.404977 = -940790.480673
  nChanged 21
		SP:Iteration 54Q (142918.510000 sec): 3 clusters
  Score: Raw -943736.455699 + Penalty 2934.404977 = -940802.050722
  nChanged 10
		SP:Iteration 55Q (142918.750000 sec): 3 clusters
  Score: Raw -943741.471693 + Penalty 2934.404977 = -940807.066716
  nChanged 11
		SP:Iteration 56Q (142918.960000 sec): 3 clusters
  Score: Raw -943747.991028 + Penalty 2934.404977 = -940813.586051
  nChanged 10
		SP:Iteration 57Q (142919.150000 sec): 3 clusters
  Score: Raw -943754.240752 + Penalty 2934.404977 = -940819.835775
  nChanged 11
		SP:Iteration 58Q (142919.350000 sec): 3 clusters
  Score: Raw -943761.917134 + Penalty 2934.404977 = -940827.512157
  nChanged 7
		SP:Iteration 59Q (142919.580000 sec): 3 clusters
  Score: Raw -943765.367866 + Penalty 2934.404977 = -940830.962889
  nChanged 7
		SP:Iteration 60F (142919.780000 sec): 3 clusters
  Score: Raw -943769.814586 + Penalty 2934.404977 = -940835.409608
  nChanged 5
		SP:Iteration 61Q (142919.950000 sec): 3 clusters
  Score: Raw -943774.837720 + Penalty 2934.404977 = -940840.432742
  nChanged 5
		SP:Iteration 62Q (142920.140000 sec): 3 clusters
  Score: Raw -943778.306412 + Penalty 2934.404977 = -940843.901435
  nChanged 3
		SP:Iteration 63Q (142920.370000 sec): 3 clusters
  Score: Raw -943781.275248 + Penalty 2934.404977 = -940846.870270
  nChanged 4
		SP:Iteration 64Q (142920.570000 sec): 3 clusters
  Score: Raw -943783.892210 + Penalty 2934.404977 = -940849.487233
  nChanged 5
		SP:Iteration 65Q (142920.780000 sec): 3 clusters
  Score: Raw -943786.134413 + Penalty 2934.404977 = -940851.729436
  nChanged 2
		SP:Iteration 66Q (142920.950000 sec): 3 clusters
  Score: Raw -943786.800462 + Penalty 2934.404977 = -940852.395485
  nChanged 1
		SP:Iteration 67Q (142921.150000 sec): 3 clusters
  Score: Raw -943787.273556 + Penalty 2934.404977 = -940852.868579
  nChanged 0
		SP:Iteration 68F (142921.320000 sec): 3 clusters
  Score: Raw -943787.273556 + Penalty 2934.404977 = -940852.868579
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142921.460000 sec): 2 clusters
  Score: Raw -149690.875782 + Penalty 1201.704976 = -148489.170805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142921.630000 sec): 3 clusters
  Score: Raw -149100.357627 + Penalty 2403.409953 = -146696.947674
  nChanged 554
		SP:Iteration 1F (142921.770000 sec): 3 clusters
  Score: Raw -149618.640879 + Penalty 2403.409953 = -147215.230926
  nChanged 139
		SP:Iteration 2F (142921.970000 sec): 3 clusters
  Score: Raw -149773.665339 + Penalty 2403.409953 = -147370.255386
  nChanged 87
		SP:Iteration 3F (142922.110000 sec): 3 clusters
  Score: Raw -149854.346130 + Penalty 2403.409953 = -147450.936178
  nChanged 56
		SP:Iteration 4Q (142922.280000 sec): 3 clusters
  Score: Raw -149906.400313 + Penalty 2403.409953 = -147502.990360
  nChanged 39
		SP:Iteration 5Q (142922.430000 sec): 3 clusters
  Score: Raw -149936.127103 + Penalty 2403.409953 = -147532.717151
  nChanged 32
		SP:Iteration 6Q (142922.540000 sec): 3 clusters
  Score: Raw -149962.834499 + Penalty 2403.409953 = -147559.424547
  nChanged 21
		SP:Iteration 7Q (142922.710000 sec): 3 clusters
  Score: Raw -149980.372969 + Penalty 2403.409953 = -147576.963016
  nChanged 23
		SP:Iteration 8Q (142922.900000 sec): 3 clusters
  Score: Raw -149998.682287 + Penalty 2403.409953 = -147595.272334
  nChanged 20
		SP:Iteration 9Q (142923.080000 sec): 3 clusters
  Score: Raw -150011.205966 + Penalty 2403.409953 = -147607.796013
  nChanged 19
		SP:Iteration 10Q (142923.230000 sec): 3 clusters
  Score: Raw -150028.946781 + Penalty 2403.409953 = -147625.536828
  nChanged 20
		SP:Iteration 11Q (142923.390000 sec): 3 clusters
  Score: Raw -150045.794069 + Penalty 2403.409953 = -147642.384116
  nChanged 18
		SP:Iteration 12Q (142923.570000 sec): 3 clusters
  Score: Raw -150056.631103 + Penalty 2403.409953 = -147653.221151
  nChanged 18
		SP:Iteration 13Q (142923.710000 sec): 3 clusters
  Score: Raw -150066.801801 + Penalty 2403.409953 = -147663.391848
  nChanged 11
		SP:Iteration 14Q (142923.890000 sec): 3 clusters
  Score: Raw -150074.149657 + Penalty 2403.409953 = -147670.739704
  nChanged 11
		SP:Iteration 15Q (142924.090000 sec): 3 clusters
  Score: Raw -150081.227349 + Penalty 2403.409953 = -147677.817396
  nChanged 10
		SP:Iteration 16Q (142924.250000 sec): 3 clusters
  Score: Raw -150089.443644 + Penalty 2403.409953 = -147686.033691
  nChanged 6
		SP:Iteration 17Q (142924.440000 sec): 3 clusters
  Score: Raw -150093.262993 + Penalty 2403.409953 = -147689.853040
  nChanged 1
		SP:Iteration 18Q (142924.640000 sec): 3 clusters
  Score: Raw -150093.545746 + Penalty 2403.409953 = -147690.135793
  nChanged 1
		SP:Iteration 19Q (142924.800000 sec): 3 clusters
  Score: Raw -150093.661448 + Penalty 2403.409953 = -147690.251495
  nChanged 0
		SP:Iteration 20F (142924.970000 sec): 3 clusters
  Score: Raw -150093.661448 + Penalty 2403.409953 = -147690.251495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142925.070000 sec): 2 clusters
  Score: Raw -582717.505871 + Penalty 1402.140295 = -581315.365577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142925.230000 sec): 3 clusters
  Score: Raw -579807.453447 + Penalty 2804.280589 = -577003.172858
  nChanged 2348
		SP:Iteration 1F (142925.430000 sec): 3 clusters
  Score: Raw -581224.393592 + Penalty 2804.280589 = -578420.113002
  nChanged 466
		SP:Iteration 2F (142925.630000 sec): 3 clusters
  Score: Raw -581567.563756 + Penalty 2804.280589 = -578763.283167
  nChanged 359
		SP:Iteration 3F (142925.760000 sec): 3 clusters
  Score: Raw -581838.415127 + Penalty 2804.280589 = -579034.134537
  nChanged 313
		SP:Iteration 4F (142925.910000 sec): 3 clusters
  Score: Raw -582073.345510 + Penalty 2804.280589 = -579269.064921
  nChanged 310
		SP:Iteration 5F (142926.110000 sec): 3 clusters
  Score: Raw -582266.633753 + Penalty 2804.280589 = -579462.353163
  nChanged 228
		SP:Iteration 6Q (142926.310000 sec): 3 clusters
  Score: Raw -582405.703313 + Penalty 2804.280589 = -579601.422724
  nChanged 204
		SP:Iteration 7Q (142926.540000 sec): 3 clusters
  Score: Raw -582508.370893 + Penalty 2804.280589 = -579704.090304
  nChanged 172
		SP:Iteration 8Q (142926.740000 sec): 3 clusters
  Score: Raw -582576.740136 + Penalty 2804.280589 = -579772.459547
  nChanged 107
		SP:Iteration 9Q (142926.880000 sec): 3 clusters
  Score: Raw -582620.918657 + Penalty 2804.280589 = -579816.638068
  nChanged 95
		SP:Iteration 10Q (142927.100000 sec): 3 clusters
  Score: Raw -582664.482524 + Penalty 2804.280589 = -579860.201935
  nChanged 75
		SP:Iteration 11Q (142927.290000 sec): 3 clusters
  Score: Raw -582697.725971 + Penalty 2804.280589 = -579893.445382
  nChanged 71
		SP:Iteration 12Q (142927.530000 sec): 3 clusters
  Score: Raw -582722.818082 + Penalty 2804.280589 = -579918.537493
  nChanged 58
		SP:Iteration 13Q (142927.680000 sec): 3 clusters
  Score: Raw -582742.792834 + Penalty 2804.280589 = -579938.512245
  nChanged 57
		SP:Iteration 14Q (142927.870000 sec): 3 clusters
  Score: Raw -582759.260412 + Penalty 2804.280589 = -579954.979822
  nChanged 35
		SP:Iteration 15Q (142928.040000 sec): 3 clusters
  Score: Raw -582766.936939 + Penalty 2804.280589 = -579962.656349
  nChanged 28
		SP:Iteration 16Q (142928.250000 sec): 3 clusters
  Score: Raw -582774.789025 + Penalty 2804.280589 = -579970.508435
  nChanged 38
		SP:Iteration 17Q (142928.430000 sec): 3 clusters
  Score: Raw -582787.265441 + Penalty 2804.280589 = -579982.984852
  nChanged 36
		SP:Iteration 18Q (142928.640000 sec): 3 clusters
  Score: Raw -582797.229375 + Penalty 2804.280589 = -579992.948786
  nChanged 28
		SP:Iteration 19Q (142928.850000 sec): 3 clusters
  Score: Raw -582805.923297 + Penalty 2804.280589 = -580001.642707
  nChanged 19
		SP:Iteration 20F (142929.020000 sec): 3 clusters
  Score: Raw -582809.664614 + Penalty 2804.280589 = -580005.384025
  nChanged 25
		SP:Iteration 21Q (142929.210000 sec): 3 clusters
  Score: Raw -582815.106338 + Penalty 2804.280589 = -580010.825749
  nChanged 15
		SP:Iteration 22Q (142929.370000 sec): 3 clusters
  Score: Raw -582818.295243 + Penalty 2804.280589 = -580014.014653
  nChanged 11
		SP:Iteration 23Q (142929.580000 sec): 3 clusters
  Score: Raw -582820.715409 + Penalty 2804.280589 = -580016.434820
  nChanged 5
		SP:Iteration 24Q (142929.810000 sec): 3 clusters
  Score: Raw -582821.838017 + Penalty 2804.280589 = -580017.557427
  nChanged 5
		SP:Iteration 25Q (142930.010000 sec): 3 clusters
  Score: Raw -582823.012611 + Penalty 2804.280589 = -580018.732022
  nChanged 7
		SP:Iteration 26Q (142930.200000 sec): 3 clusters
  Score: Raw -582824.230180 + Penalty 2804.280589 = -580019.949591
  nChanged 9
		SP:Iteration 27Q (142930.420000 sec): 3 clusters
  Score: Raw -582826.264399 + Penalty 2804.280589 = -580021.983810
  nChanged 4
		SP:Iteration 28Q (142930.610000 sec): 3 clusters
  Score: Raw -582827.624622 + Penalty 2804.280589 = -580023.344033
  nChanged 9
		SP:Iteration 29Q (142930.810000 sec): 3 clusters
  Score: Raw -582829.548629 + Penalty 2804.280589 = -580025.268040
  nChanged 6
		SP:Iteration 30Q (142930.980000 sec): 3 clusters
  Score: Raw -582830.772079 + Penalty 2804.280589 = -580026.491490
  nChanged 10
		SP:Iteration 31Q (142931.200000 sec): 3 clusters
  Score: Raw -582832.587008 + Penalty 2804.280589 = -580028.306419
  nChanged 10
		SP:Iteration 32Q (142931.370000 sec): 3 clusters
  Score: Raw -582834.252785 + Penalty 2804.280589 = -580029.972195
  nChanged 11
		SP:Iteration 33Q (142931.560000 sec): 3 clusters
  Score: Raw -582836.284984 + Penalty 2804.280589 = -580032.004394
  nChanged 10
		SP:Iteration 34Q (142931.740000 sec): 3 clusters
  Score: Raw -582837.429465 + Penalty 2804.280589 = -580033.148875
  nChanged 3
		SP:Iteration 35Q (142931.910000 sec): 3 clusters
  Score: Raw -582838.149222 + Penalty 2804.280589 = -580033.868632
  nChanged 4
		SP:Iteration 36Q (142932.060000 sec): 3 clusters
  Score: Raw -582838.785434 + Penalty 2804.280589 = -580034.504844
  nChanged 2
		SP:Iteration 37Q (142932.270000 sec): 3 clusters
  Score: Raw -582839.175541 + Penalty 2804.280589 = -580034.894952
  nChanged 1
		SP:Iteration 38Q (142932.420000 sec): 3 clusters
  Score: Raw -582839.214222 + Penalty 2804.280589 = -580034.933633
  nChanged 1
		SP:Iteration 39Q (142932.630000 sec): 3 clusters
  Score: Raw -582839.577668 + Penalty 2804.280589 = -580035.297078
  nChanged 3
		SP:Iteration 40F (142932.840000 sec): 3 clusters
  Score: Raw -582839.845468 + Penalty 2804.280589 = -580035.564879
  nChanged 4
		SP:Iteration 41Q (142933.000000 sec): 3 clusters
  Score: Raw -582840.233623 + Penalty 2804.280589 = -580035.953034
  nChanged 2
		SP:Iteration 42Q (142933.210000 sec): 3 clusters
  Score: Raw -582840.770871 + Penalty 2804.280589 = -580036.490282
  nChanged 3
		SP:Iteration 43Q (142933.420000 sec): 3 clusters
  Score: Raw -582841.286548 + Penalty 2804.280589 = -580037.005959
  nChanged 0
		SP:Iteration 44F (142933.660000 sec): 3 clusters
  Score: Raw -582841.286548 + Penalty 2804.280589 = -580037.005959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (63555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142934.060000 sec): 2 clusters
  Score: Raw -7004079.364712 + Penalty 1797.194905 = -7002282.169808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142934.540000 sec): 3 clusters
  Score: Raw -6963462.728599 + Penalty 3594.389809 = -6959868.338790
  nChanged 29994
		SP:Iteration 1F (142934.960000 sec): 3 clusters
  Score: Raw -6981269.498600 + Penalty 3594.389809 = -6977675.108791
  nChanged 2686
		SP:Iteration 2Q (142935.390000 sec): 3 clusters
  Score: Raw -6982210.310689 + Penalty 3594.389809 = -6978615.920880
  nChanged 2918
		SP:Iteration 3Q (142935.790000 sec): 3 clusters
  Score: Raw -6983342.827916 + Penalty 3594.389809 = -6979748.438106
  nChanged 3170
		SP:Iteration 4Q (142936.230000 sec): 3 clusters
  Score: Raw -6984780.392007 + Penalty 3594.389809 = -6981186.002197
  nChanged 3520
		SP:Iteration 5F (142936.650000 sec): 3 clusters
  Score: Raw -6986613.600031 + Penalty 3594.389809 = -6983019.210221
  nChanged 3793
		SP:Iteration 6F (142937.060000 sec): 3 clusters
  Score: Raw -6988816.146314 + Penalty 3594.389809 = -6985221.756504
  nChanged 3698
		SP:Iteration 7F (142937.470000 sec): 3 clusters
  Score: Raw -6991099.240696 + Penalty 3594.389809 = -6987504.850887
  nChanged 3367
		SP:Iteration 8F (142937.860000 sec): 3 clusters
  Score: Raw -6993186.698598 + Penalty 3594.389809 = -6989592.308789
  nChanged 2773
		SP:Iteration 9Q (142938.300000 sec): 3 clusters
  Score: Raw -6994859.831421 + Penalty 3594.389809 = -6991265.441612
  nChanged 2298
		SP:Iteration 10Q (142938.720000 sec): 3 clusters
  Score: Raw -6996067.921798 + Penalty 3594.389809 = -6992473.531989
  nChanged 1736
		SP:Iteration 11Q (142939.160000 sec): 3 clusters
  Score: Raw -6996797.053797 + Penalty 3594.389809 = -6993202.663987
  nChanged 1375
		SP:Iteration 12Q (142939.600000 sec): 3 clusters
  Score: Raw -6997332.879462 + Penalty 3594.389809 = -6993738.489653
  nChanged 1116
		SP:Iteration 13Q (142940.050000 sec): 3 clusters
  Score: Raw -6997730.545026 + Penalty 3594.389809 = -6994136.155216
  nChanged 1044
		SP:Iteration 14Q (142940.500000 sec): 3 clusters
  Score: Raw -6998101.730202 + Penalty 3594.389809 = -6994507.340393
  nChanged 992
		SP:Iteration 15Q (142940.990000 sec): 3 clusters
  Score: Raw -6998445.822720 + Penalty 3594.389809 = -6994851.432911
  nChanged 885
		SP:Iteration 16Q (142941.430000 sec): 3 clusters
  Score: Raw -6998757.402377 + Penalty 3594.389809 = -6995163.012568
  nChanged 825
		SP:Iteration 17Q (142941.900000 sec): 3 clusters
  Score: Raw -6999033.722884 + Penalty 3594.389809 = -6995439.333075
  nChanged 739
		SP:Iteration 18Q (142942.350000 sec): 3 clusters
  Score: Raw -6999274.719142 + Penalty 3594.389809 = -6995680.329333
  nChanged 779
		SP:Iteration 19Q (142942.740000 sec): 3 clusters
  Score: Raw -6999516.632115 + Penalty 3594.389809 = -6995922.242306
  nChanged 712
		SP:Iteration 20F (142943.200000 sec): 3 clusters
  Score: Raw -6999738.011462 + Penalty 3594.389809 = -6996143.621652
  nChanged 663
		SP:Iteration 21Q (142943.630000 sec): 3 clusters
  Score: Raw -6999966.376405 + Penalty 3594.389809 = -6996371.986595
  nChanged 707
		SP:Iteration 22Q (142944.030000 sec): 3 clusters
  Score: Raw -7000217.423444 + Penalty 3594.389809 = -6996623.033635
  nChanged 669
		SP:Iteration 23Q (142944.460000 sec): 3 clusters
  Score: Raw -7000449.484086 + Penalty 3594.389809 = -6996855.094277
  nChanged 619
		SP:Iteration 24Q (142944.900000 sec): 3 clusters
  Score: Raw -7000678.785569 + Penalty 3594.389809 = -6997084.395760
  nChanged 617
		SP:Iteration 25Q (142945.320000 sec): 3 clusters
  Score: Raw -7000932.245082 + Penalty 3594.389809 = -6997337.855273
  nChanged 595
		SP:Iteration 26Q (142945.780000 sec): 3 clusters
  Score: Raw -7001189.229381 + Penalty 3594.389809 = -6997594.839571
  nChanged 596
		SP:Iteration 27Q (142946.260000 sec): 3 clusters
  Score: Raw -7001475.650956 + Penalty 3594.389809 = -6997881.261146
  nChanged 599
		SP:Iteration 28Q (142946.690000 sec): 3 clusters
  Score: Raw -7001768.962542 + Penalty 3594.389809 = -6998174.572732
  nChanged 594
		SP:Iteration 29Q (142947.130000 sec): 3 clusters
  Score: Raw -7002060.746488 + Penalty 3594.389809 = -6998466.356679
  nChanged 524
		SP:Iteration 30Q (142947.570000 sec): 3 clusters
  Score: Raw -7002293.913961 + Penalty 3594.389809 = -6998699.524152
  nChanged 499
		SP:Iteration 31Q (142947.970000 sec): 3 clusters
  Score: Raw -7002471.763065 + Penalty 3594.389809 = -6998877.373255
  nChanged 439
		SP:Iteration 32Q (142948.410000 sec): 3 clusters
  Score: Raw -7002613.133669 + Penalty 3594.389809 = -6999018.743860
  nChanged 372
		SP:Iteration 33Q (142948.870000 sec): 3 clusters
  Score: Raw -7002724.425262 + Penalty 3594.389809 = -6999130.035453
  nChanged 376
		SP:Iteration 34Q (142949.350000 sec): 3 clusters
  Score: Raw -7002831.053869 + Penalty 3594.389809 = -6999236.664060
  nChanged 354
		SP:Iteration 35Q (142949.810000 sec): 3 clusters
  Score: Raw -7002922.085727 + Penalty 3594.389809 = -6999327.695918
  nChanged 310
		SP:Iteration 36Q (142950.280000 sec): 3 clusters
  Score: Raw -7002992.632916 + Penalty 3594.389809 = -6999398.243107
  nChanged 304
		SP:Iteration 37Q (142950.790000 sec): 3 clusters
  Score: Raw -7003060.069705 + Penalty 3594.389809 = -6999465.679896
  nChanged 273
		SP:Iteration 38Q (142951.240000 sec): 3 clusters
  Score: Raw -7003110.240109 + Penalty 3594.389809 = -6999515.850299
  nChanged 249
		SP:Iteration 39Q (142951.760000 sec): 3 clusters
  Score: Raw -7003151.084270 + Penalty 3594.389809 = -6999556.694461
  nChanged 219
		SP:Iteration 40F (142952.320000 sec): 3 clusters
  Score: Raw -7003185.258697 + Penalty 3594.389809 = -6999590.868888
  nChanged 177
		SP:Iteration 41Q (142952.860000 sec): 3 clusters
  Score: Raw -7003211.903539 + Penalty 3594.389809 = -6999617.513729
  nChanged 188
		SP:Iteration 42Q (142953.300000 sec): 3 clusters
  Score: Raw -7003241.042624 + Penalty 3594.389809 = -6999646.652815
  nChanged 186
		SP:Iteration 43Q (142953.820000 sec): 3 clusters
  Score: Raw -7003270.956212 + Penalty 3594.389809 = -6999676.566403
  nChanged 172
		SP:Iteration 44Q (142954.270000 sec): 3 clusters
  Score: Raw -7003298.120160 + Penalty 3594.389809 = -6999703.730350
  nChanged 148
		SP:Iteration 45Q (142954.700000 sec): 3 clusters
  Score: Raw -7003321.258043 + Penalty 3594.389809 = -6999726.868234
  nChanged 152
		SP:Iteration 46Q (142955.170000 sec): 3 clusters
  Score: Raw -7003348.147344 + Penalty 3594.389809 = -6999753.757535
  nChanged 156
		SP:Iteration 47Q (142955.590000 sec): 3 clusters
  Score: Raw -7003375.562440 + Penalty 3594.389809 = -6999781.172631
  nChanged 149
		SP:Iteration 48Q (142956.040000 sec): 3 clusters
  Score: Raw -7003399.778800 + Penalty 3594.389809 = -6999805.388991
  nChanged 158
		SP:Iteration 49Q (142956.480000 sec): 3 clusters
  Score: Raw -7003425.346507 + Penalty 3594.389809 = -6999830.956698
  nChanged 152
		SP:Iteration 50Q (142956.930000 sec): 3 clusters
  Score: Raw -7003450.808669 + Penalty 3594.389809 = -6999856.418859
  nChanged 151
		SP:Iteration 51Q (142957.390000 sec): 3 clusters
  Score: Raw -7003474.901803 + Penalty 3594.389809 = -6999880.511994
  nChanged 142
		SP:Iteration 52Q (142957.900000 sec): 3 clusters
  Score: Raw -7003500.684531 + Penalty 3594.389809 = -6999906.294721
  nChanged 152
		SP:Iteration 53Q (142958.440000 sec): 3 clusters
  Score: Raw -7003525.281075 + Penalty 3594.389809 = -6999930.891266
  nChanged 132
		SP:Iteration 54Q (142958.970000 sec): 3 clusters
  Score: Raw -7003542.358820 + Penalty 3594.389809 = -6999947.969011
  nChanged 110
		SP:Iteration 55Q (142959.490000 sec): 3 clusters
  Score: Raw -7003556.949872 + Penalty 3594.389809 = -6999962.560063
  nChanged 112
		SP:Iteration 56Q (142959.960000 sec): 3 clusters
  Score: Raw -7003571.459357 + Penalty 3594.389809 = -6999977.069548
  nChanged 108
		SP:Iteration 57Q (142960.420000 sec): 3 clusters
  Score: Raw -7003583.719087 + Penalty 3594.389809 = -6999989.329278
  nChanged 101
		SP:Iteration 58Q (142960.870000 sec): 3 clusters
  Score: Raw -7003596.414756 + Penalty 3594.389809 = -7000002.024946
  nChanged 103
		SP:Iteration 59Q (142961.310000 sec): 3 clusters
  Score: Raw -7003610.456933 + Penalty 3594.389809 = -7000016.067124
  nChanged 105
		SP:Iteration 60F (142961.750000 sec): 3 clusters
  Score: Raw -7003624.042135 + Penalty 3594.389809 = -7000029.652326
  nChanged 108
		SP:Iteration 61Q (142962.180000 sec): 3 clusters
  Score: Raw -7003638.833015 + Penalty 3594.389809 = -7000044.443206
  nChanged 117
		SP:Iteration 62Q (142962.640000 sec): 3 clusters
  Score: Raw -7003656.360235 + Penalty 3594.389809 = -7000061.970426
  nChanged 113
		SP:Iteration 63Q (142963.120000 sec): 3 clusters
  Score: Raw -7003674.509428 + Penalty 3594.389809 = -7000080.119619
  nChanged 120
		SP:Iteration 64Q (142963.590000 sec): 3 clusters
  Score: Raw -7003693.098465 + Penalty 3594.389809 = -7000098.708656
  nChanged 111
		SP:Iteration 65Q (142964.080000 sec): 3 clusters
  Score: Raw -7003712.023838 + Penalty 3594.389809 = -7000117.634029
  nChanged 116
		SP:Iteration 66Q (142964.580000 sec): 3 clusters
  Score: Raw -7003730.003275 + Penalty 3594.389809 = -7000135.613466
  nChanged 109
		SP:Iteration 67Q (142965.050000 sec): 3 clusters
  Score: Raw -7003748.322156 + Penalty 3594.389809 = -7000153.932347
  nChanged 116
		SP:Iteration 68Q (142965.540000 sec): 3 clusters
  Score: Raw -7003767.784396 + Penalty 3594.389809 = -7000173.394586
  nChanged 110
		SP:Iteration 69Q (142965.980000 sec): 3 clusters
  Score: Raw -7003785.982964 + Penalty 3594.389809 = -7000191.593155
  nChanged 93
		SP:Iteration 70Q (142966.440000 sec): 3 clusters
  Score: Raw -7003799.498142 + Penalty 3594.389809 = -7000205.108333
  nChanged 86
		SP:Iteration 71Q (142966.880000 sec): 3 clusters
  Score: Raw -7003812.115623 + Penalty 3594.389809 = -7000217.725813
  nChanged 89
		SP:Iteration 72Q (142967.380000 sec): 3 clusters
  Score: Raw -7003824.869859 + Penalty 3594.389809 = -7000230.480050
  nChanged 70
		SP:Iteration 73Q (142967.880000 sec): 3 clusters
  Score: Raw -7003835.389524 + Penalty 3594.389809 = -7000240.999715
  nChanged 70
		SP:Iteration 74Q (142968.390000 sec): 3 clusters
  Score: Raw -7003845.996094 + Penalty 3594.389809 = -7000251.606284
  nChanged 77
		SP:Iteration 75Q (142968.860000 sec): 3 clusters
  Score: Raw -7003858.579404 + Penalty 3594.389809 = -7000264.189594
  nChanged 82
		SP:Iteration 76Q (142969.350000 sec): 3 clusters
  Score: Raw -7003872.982065 + Penalty 3594.389809 = -7000278.592256
  nChanged 75
		SP:Iteration 77Q (142969.860000 sec): 3 clusters
  Score: Raw -7003885.837993 + Penalty 3594.389809 = -7000291.448184
  nChanged 90
		SP:Iteration 78Q (142970.350000 sec): 3 clusters
  Score: Raw -7003902.373247 + Penalty 3594.389809 = -7000307.983437
  nChanged 95
		SP:Iteration 79Q (142970.880000 sec): 3 clusters
  Score: Raw -7003918.754480 + Penalty 3594.389809 = -7000324.364670
  nChanged 79
		SP:Iteration 80F (142971.340000 sec): 3 clusters
  Score: Raw -7003929.965844 + Penalty 3594.389809 = -7000335.576034
  nChanged 83
		SP:Iteration 81Q (142971.840000 sec): 3 clusters
  Score: Raw -7003942.865081 + Penalty 3594.389809 = -7000348.475272
  nChanged 83
		SP:Iteration 82Q (142972.290000 sec): 3 clusters
  Score: Raw -7003956.457216 + Penalty 3594.389809 = -7000362.067407
  nChanged 81
		SP:Iteration 83Q (142972.780000 sec): 3 clusters
  Score: Raw -7003969.320208 + Penalty 3594.389809 = -7000374.930399
  nChanged 89
		SP:Iteration 84Q (142973.260000 sec): 3 clusters
  Score: Raw -7003986.215989 + Penalty 3594.389809 = -7000391.826180
  nChanged 95
		SP:Iteration 85Q (142973.760000 sec): 3 clusters
  Score: Raw -7004004.361848 + Penalty 3594.389809 = -7000409.972039
  nChanged 81
		SP:Iteration 86Q (142974.240000 sec): 3 clusters
  Score: Raw -7004019.233895 + Penalty 3594.389809 = -7000424.844086
  nChanged 84
		SP:Iteration 87Q (142974.690000 sec): 3 clusters
  Score: Raw -7004034.213304 + Penalty 3594.389809 = -7000439.823494
  nChanged 78
		SP:Iteration 88Q (142975.120000 sec): 3 clusters
  Score: Raw -7004049.247682 + Penalty 3594.389809 = -7000454.857873
  nChanged 72
		SP:Iteration 89Q (142975.560000 sec): 3 clusters
  Score: Raw -7004062.384591 + Penalty 3594.389809 = -7000467.994782
  nChanged 73
		SP:Iteration 90Q (142975.960000 sec): 3 clusters
  Score: Raw -7004075.203216 + Penalty 3594.389809 = -7000480.813407
  nChanged 65
		SP:Iteration 91Q (142976.400000 sec): 3 clusters
  Score: Raw -7004087.089745 + Penalty 3594.389809 = -7000492.699935
  nChanged 66
		SP:Iteration 92Q (142976.880000 sec): 3 clusters
  Score: Raw -7004098.083828 + Penalty 3594.389809 = -7000503.694019
  nChanged 53
		SP:Iteration 93Q (142977.270000 sec): 3 clusters
  Score: Raw -7004106.203131 + Penalty 3594.389809 = -7000511.813322
  nChanged 58
		SP:Iteration 94Q (142977.710000 sec): 3 clusters
  Score: Raw -7004115.200481 + Penalty 3594.389809 = -7000520.810671
  nChanged 55
		SP:Iteration 95Q (142978.130000 sec): 3 clusters
  Score: Raw -7004124.908677 + Penalty 3594.389809 = -7000530.518867
  nChanged 59
		SP:Iteration 96Q (142978.550000 sec): 3 clusters
  Score: Raw -7004135.608135 + Penalty 3594.389809 = -7000541.218326
  nChanged 44
		SP:Iteration 97Q (142979.050000 sec): 3 clusters
  Score: Raw -7004142.475643 + Penalty 3594.389809 = -7000548.085834
  nChanged 37
		SP:Iteration 98Q (142979.530000 sec): 3 clusters
  Score: Raw -7004148.547179 + Penalty 3594.389809 = -7000554.157370
  nChanged 41
		SP:Iteration 99Q (142980.010000 sec): 3 clusters
  Score: Raw -7004155.300959 + Penalty 3594.389809 = -7000560.911149
  nChanged 39
		SP:Iteration 100F (142980.530000 sec): 3 clusters
  Score: Raw -7004162.391989 + Penalty 3594.389809 = -7000568.002180
  nChanged 35
		SP:Iteration 101Q (142981.000000 sec): 3 clusters
  Score: Raw -7004168.255416 + Penalty 3594.389809 = -7000573.865607
  nChanged 34
		SP:Iteration 102Q (142981.450000 sec): 3 clusters
  Score: Raw -7004174.145343 + Penalty 3594.389809 = -7000579.755534
  nChanged 40
		SP:Iteration 103Q (142981.830000 sec): 3 clusters
  Score: Raw -7004181.114735 + Penalty 3594.389809 = -7000586.724926
  nChanged 39
		SP:Iteration 104Q (142982.300000 sec): 3 clusters
  Score: Raw -7004188.307141 + Penalty 3594.389809 = -7000593.917332
  nChanged 47
		SP:Iteration 105Q (142982.730000 sec): 3 clusters
  Score: Raw -7004196.993009 + Penalty 3594.389809 = -7000602.603200
  nChanged 43
		SP:Iteration 106Q (142983.210000 sec): 3 clusters
  Score: Raw -7004204.366764 + Penalty 3594.389809 = -7000609.976955
  nChanged 42
		SP:Iteration 107Q (142983.670000 sec): 3 clusters
  Score: Raw -7004211.826788 + Penalty 3594.389809 = -7000617.436979
  nChanged 38
		SP:Iteration 108Q (142984.170000 sec): 3 clusters
  Score: Raw -7004218.629279 + Penalty 3594.389809 = -7000624.239470
  nChanged 40
		SP:Iteration 109Q (142984.630000 sec): 3 clusters
  Score: Raw -7004225.509946 + Penalty 3594.389809 = -7000631.120137
  nChanged 35
		SP:Iteration 110Q (142985.110000 sec): 3 clusters
  Score: Raw -7004232.863345 + Penalty 3594.389809 = -7000638.473536
  nChanged 42
		SP:Iteration 111Q (142985.610000 sec): 3 clusters
  Score: Raw -7004242.779481 + Penalty 3594.389809 = -7000648.389672
  nChanged 54
		SP:Iteration 112Q (142986.080000 sec): 3 clusters
  Score: Raw -7004256.346298 + Penalty 3594.389809 = -7000661.956489
  nChanged 59
		SP:Iteration 113Q (142986.540000 sec): 3 clusters
  Score: Raw -7004271.474446 + Penalty 3594.389809 = -7000677.084637
  nChanged 65
		SP:Iteration 114Q (142987.040000 sec): 3 clusters
  Score: Raw -7004288.254057 + Penalty 3594.389809 = -7000693.864247
  nChanged 62
		SP:Iteration 115Q (142987.530000 sec): 3 clusters
  Score: Raw -7004307.682062 + Penalty 3594.389809 = -7000713.292253
  nChanged 75
		SP:Iteration 116Q (142988.030000 sec): 3 clusters
  Score: Raw -7004327.489603 + Penalty 3594.389809 = -7000733.099794
  nChanged 61
		SP:Iteration 117Q (142988.490000 sec): 3 clusters
  Score: Raw -7004342.554310 + Penalty 3594.389809 = -7000748.164501
  nChanged 50
		SP:Iteration 118Q (142988.990000 sec): 3 clusters
  Score: Raw -7004353.150542 + Penalty 3594.389809 = -7000758.760733
  nChanged 37
		SP:Iteration 119Q (142989.410000 sec): 3 clusters
  Score: Raw -7004362.310519 + Penalty 3594.389809 = -7000767.920710
  nChanged 43
		SP:Iteration 120F (142989.910000 sec): 3 clusters
  Score: Raw -7004374.771595 + Penalty 3594.389809 = -7000780.381786
  nChanged 54
		SP:Iteration 121Q (142990.370000 sec): 3 clusters
  Score: Raw -7004389.146402 + Penalty 3594.389809 = -7000794.756592
  nChanged 52
		SP:Iteration 122Q (142990.810000 sec): 3 clusters
  Score: Raw -7004402.819930 + Penalty 3594.389809 = -7000808.430121
  nChanged 41
		SP:Iteration 123Q (142991.290000 sec): 3 clusters
  Score: Raw -7004414.696682 + Penalty 3594.389809 = -7000820.306873
  nChanged 41
		SP:Iteration 124Q (142991.730000 sec): 3 clusters
  Score: Raw -7004426.240615 + Penalty 3594.389809 = -7000831.850805
  nChanged 36
		SP:Iteration 125Q (142992.180000 sec): 3 clusters
  Score: Raw -7004434.451932 + Penalty 3594.389809 = -7000840.062123
  nChanged 27
		SP:Iteration 126Q (142992.610000 sec): 3 clusters
  Score: Raw -7004440.795869 + Penalty 3594.389809 = -7000846.406059
  nChanged 19
		SP:Iteration 127Q (142993.030000 sec): 3 clusters
  Score: Raw -7004444.908838 + Penalty 3594.389809 = -7000850.519029
  nChanged 12
		SP:Iteration 128Q (142993.460000 sec): 3 clusters
  Score: Raw -7004447.295155 + Penalty 3594.389809 = -7000852.905346
  nChanged 11
		SP:Iteration 129Q (142993.910000 sec): 3 clusters
  Score: Raw -7004449.384780 + Penalty 3594.389809 = -7000854.994971
  nChanged 9
		SP:Iteration 130Q (142994.340000 sec): 3 clusters
  Score: Raw -7004451.574486 + Penalty 3594.389809 = -7000857.184677
  nChanged 13
		SP:Iteration 131Q (142994.820000 sec): 3 clusters
  Score: Raw -7004454.665745 + Penalty 3594.389809 = -7000860.275936
  nChanged 16
		SP:Iteration 132Q (142995.270000 sec): 3 clusters
  Score: Raw -7004458.393997 + Penalty 3594.389809 = -7000864.004188
  nChanged 10
		SP:Iteration 133Q (142995.730000 sec): 3 clusters
  Score: Raw -7004459.837332 + Penalty 3594.389809 = -7000865.447522
  nChanged 5
		SP:Iteration 134Q (142996.190000 sec): 3 clusters
  Score: Raw -7004460.794148 + Penalty 3594.389809 = -7000866.404339
  nChanged 7
		SP:Iteration 135Q (142996.660000 sec): 3 clusters
  Score: Raw -7004462.768755 + Penalty 3594.389809 = -7000868.378945
  nChanged 11
		SP:Iteration 136Q (142997.120000 sec): 3 clusters
  Score: Raw -7004466.156799 + Penalty 3594.389809 = -7000871.766989
  nChanged 11
		SP:Iteration 137Q (142997.560000 sec): 3 clusters
  Score: Raw -7004469.633246 + Penalty 3594.389809 = -7000875.243437
  nChanged 13
		SP:Iteration 138Q (142997.940000 sec): 3 clusters
  Score: Raw -7004473.223984 + Penalty 3594.389809 = -7000878.834175
  nChanged 14
		SP:Iteration 139Q (142998.300000 sec): 3 clusters
  Score: Raw -7004476.846231 + Penalty 3594.389809 = -7000882.456422
  nChanged 12
		SP:Iteration 140F (142998.720000 sec): 3 clusters
  Score: Raw -7004479.183109 + Penalty 3594.389809 = -7000884.793299
  nChanged 6
		SP:Iteration 141Q (142999.060000 sec): 3 clusters
  Score: Raw -7004480.198106 + Penalty 3594.389809 = -7000885.808296
  nChanged 2
		SP:Iteration 142Q (142999.420000 sec): 3 clusters
  Score: Raw -7004480.436494 + Penalty 3594.389809 = -7000886.046685
  nChanged 1
		SP:Iteration 143Q (142999.780000 sec): 3 clusters
  Score: Raw -7004480.584826 + Penalty 3594.389809 = -7000886.195017
  nChanged 2
		SP:Iteration 144Q (143000.170000 sec): 3 clusters
  Score: Raw -7004480.890808 + Penalty 3594.389809 = -7000886.500998
  nChanged 3
		SP:Iteration 145Q (143000.560000 sec): 3 clusters
  Score: Raw -7004481.450150 + Penalty 3594.389809 = -7000887.060341
  nChanged 2
		SP:Iteration 146Q (143000.950000 sec): 3 clusters
  Score: Raw -7004481.872419 + Penalty 3594.389809 = -7000887.482610
  nChanged 3
		SP:Iteration 147Q (143001.340000 sec): 3 clusters
  Score: Raw -7004482.208822 + Penalty 3594.389809 = -7000887.819013
  nChanged 3
		SP:Iteration 148Q (143001.730000 sec): 3 clusters
  Score: Raw -7004482.822560 + Penalty 3594.389809 = -7000888.432751
  nChanged 4
		SP:Iteration 149Q (143002.150000 sec): 3 clusters
  Score: Raw -7004483.949925 + Penalty 3594.389809 = -7000889.560116
  nChanged 3
		SP:Iteration 150Q (143002.590000 sec): 3 clusters
  Score: Raw -7004484.579905 + Penalty 3594.389809 = -7000890.190095
  nChanged 3
		SP:Iteration 151Q (143003.030000 sec): 3 clusters
  Score: Raw -7004485.234706 + Penalty 3594.389809 = -7000890.844897
  nChanged 3
		SP:Iteration 152Q (143003.430000 sec): 3 clusters
  Score: Raw -7004486.089876 + Penalty 3594.389809 = -7000891.700067
  nChanged 4
		SP:Iteration 153Q (143003.890000 sec): 3 clusters
  Score: Raw -7004487.064808 + Penalty 3594.389809 = -7000892.674999
  nChanged 2
		SP:Iteration 154Q (143004.330000 sec): 3 clusters
  Score: Raw -7004487.380189 + Penalty 3594.389809 = -7000892.990380
  nChanged 4
		SP:Iteration 155Q (143004.780000 sec): 3 clusters
  Score: Raw -7004488.267002 + Penalty 3594.389809 = -7000893.877193
  nChanged 1
		SP:Iteration 156Q (143005.200000 sec): 3 clusters
  Score: Raw -7004488.431387 + Penalty 3594.389809 = -7000894.041577
  nChanged 1
		SP:Iteration 157Q (143005.650000 sec): 3 clusters
  Score: Raw -7004488.609949 + Penalty 3594.389809 = -7000894.220139
  nChanged 1
		SP:Iteration 158Q (143006.100000 sec): 3 clusters
  Score: Raw -7004488.807502 + Penalty 3594.389809 = -7000894.417692
  nChanged 2
		SP:Iteration 159Q (143006.530000 sec): 3 clusters
  Score: Raw -7004489.034580 + Penalty 3594.389809 = -7000894.644771
  nChanged 1
		SP:Iteration 160F (143006.980000 sec): 3 clusters
  Score: Raw -7004489.110261 + Penalty 3594.389809 = -7000894.720451
  nChanged 1
		SP:Iteration 161Q (143007.460000 sec): 3 clusters
  Score: Raw -7004489.143298 + Penalty 3594.389809 = -7000894.753489
  nChanged 0
		SP:Iteration 162F (143007.960000 sec): 3 clusters
  Score: Raw -7004489.143298 + Penalty 3594.389809 = -7000894.753489
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143008.110000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143008.300000 sec): 3 clusters
  Score: Raw -24373.903020 + Penalty 1781.207650 = -22592.695370
  nChanged 36
		SP:Iteration 1F (143008.440000 sec): 3 clusters
  Score: Raw -24481.232599 + Penalty 1781.207650 = -22700.024949
  nChanged 20
		SP:Iteration 2F (143008.640000 sec): 3 clusters
  Score: Raw -24559.925297 + Penalty 1781.207650 = -22778.717647
  nChanged 8
		SP:Iteration 3Q (143008.820000 sec): 3 clusters
  Score: Raw -24581.955260 + Penalty 1781.207650 = -22800.747609
  nChanged 5
		SP:Iteration 4Q (143009.000000 sec): 3 clusters
  Score: Raw -24599.304074 + Penalty 1781.207650 = -22818.096424
  nChanged 2
		SP:Iteration 5Q (143009.190000 sec): 3 clusters
  Score: Raw -24605.845110 + Penalty 1781.207650 = -22824.637460
  nChanged 2
		SP:Iteration 6Q (143009.390000 sec): 3 clusters
  Score: Raw -24611.708122 + Penalty 1781.207650 = -22830.500472
  nChanged 2
		SP:Iteration 7Q (143009.560000 sec): 3 clusters
  Score: Raw -24618.078215 + Penalty 1781.207650 = -22836.870565
  nChanged 3
		SP:Iteration 8Q (143009.730000 sec): 3 clusters
  Score: Raw -24626.828360 + Penalty 1781.207650 = -22845.620710
  nChanged 0
		SP:Iteration 9F (143009.880000 sec): 3 clusters
  Score: Raw -24626.828360 + Penalty 1781.207650 = -22845.620710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143010.050000 sec): 2 clusters
  Score: Raw -1635948.621280 + Penalty 1560.760032 = -1634387.861247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143010.310000 sec): 3 clusters
  Score: Raw -1627188.429770 + Penalty 3121.520065 = -1624066.909705
  nChanged 6520
		SP:Iteration 1F (143010.560000 sec): 3 clusters
  Score: Raw -1630786.034810 + Penalty 3121.520065 = -1627664.514745
  nChanged 870
		SP:Iteration 2F (143010.820000 sec): 3 clusters
  Score: Raw -1631176.284026 + Penalty 3121.520065 = -1628054.763961
  nChanged 809
		SP:Iteration 3F (143011.020000 sec): 3 clusters
  Score: Raw -1631525.158258 + Penalty 3121.520065 = -1628403.638194
  nChanged 749
		SP:Iteration 4F (143011.280000 sec): 3 clusters
  Score: Raw -1631869.990902 + Penalty 3121.520065 = -1628748.470837
  nChanged 710
		SP:Iteration 5Q (143011.490000 sec): 3 clusters
  Score: Raw -1632180.581279 + Penalty 3121.520065 = -1629059.061214
  nChanged 660
		SP:Iteration 6Q (143011.740000 sec): 3 clusters
  Score: Raw -1632496.170811 + Penalty 3121.520065 = -1629374.650746
  nChanged 659
		SP:Iteration 7Q (143012.010000 sec): 3 clusters
  Score: Raw -1632806.714570 + Penalty 3121.520065 = -1629685.194505
  nChanged 640
		SP:Iteration 8Q (143012.240000 sec): 3 clusters
  Score: Raw -1633114.663816 + Penalty 3121.520065 = -1629993.143751
  nChanged 576
		SP:Iteration 9Q (143012.500000 sec): 3 clusters
  Score: Raw -1633389.438353 + Penalty 3121.520065 = -1630267.918289
  nChanged 521
		SP:Iteration 10Q (143012.760000 sec): 3 clusters
  Score: Raw -1633642.915672 + Penalty 3121.520065 = -1630521.395607
  nChanged 501
		SP:Iteration 11Q (143013.000000 sec): 3 clusters
  Score: Raw -1633870.289719 + Penalty 3121.520065 = -1630748.769654
  nChanged 421
		SP:Iteration 12Q (143013.270000 sec): 3 clusters
  Score: Raw -1634037.397793 + Penalty 3121.520065 = -1630915.877728
  nChanged 347
		SP:Iteration 13Q (143013.520000 sec): 3 clusters
  Score: Raw -1634179.884672 + Penalty 3121.520065 = -1631058.364607
  nChanged 298
		SP:Iteration 14Q (143013.730000 sec): 3 clusters
  Score: Raw -1634294.516494 + Penalty 3121.520065 = -1631172.996429
  nChanged 265
		SP:Iteration 15Q (143014.030000 sec): 3 clusters
  Score: Raw -1634364.364167 + Penalty 3121.520065 = -1631242.844102
  nChanged 216
		SP:Iteration 16Q (143014.280000 sec): 3 clusters
  Score: Raw -1634422.524124 + Penalty 3121.520065 = -1631301.004059
  nChanged 208
		SP:Iteration 17Q (143014.570000 sec): 3 clusters
  Score: Raw -1634480.677504 + Penalty 3121.520065 = -1631359.157439
  nChanged 174
		SP:Iteration 18Q (143014.850000 sec): 3 clusters
  Score: Raw -1634524.916301 + Penalty 3121.520065 = -1631403.396236
  nChanged 173
		SP:Iteration 19Q (143015.140000 sec): 3 clusters
  Score: Raw -1634572.518994 + Penalty 3121.520065 = -1631450.998929
  nChanged 196
		SP:Iteration 20F (143015.390000 sec): 3 clusters
  Score: Raw -1634627.736023 + Penalty 3121.520065 = -1631506.215959
  nChanged 183
		SP:Iteration 21Q (143015.660000 sec): 3 clusters
  Score: Raw -1634682.859263 + Penalty 3121.520065 = -1631561.339199
  nChanged 172
		SP:Iteration 22Q (143015.920000 sec): 3 clusters
  Score: Raw -1634736.857484 + Penalty 3121.520065 = -1631615.337419
  nChanged 165
		SP:Iteration 23Q (143016.180000 sec): 3 clusters
  Score: Raw -1634793.592011 + Penalty 3121.520065 = -1631672.071947
  nChanged 187
		SP:Iteration 24Q (143016.380000 sec): 3 clusters
  Score: Raw -1634858.006922 + Penalty 3121.520065 = -1631736.486857
  nChanged 199
		SP:Iteration 25Q (143016.620000 sec): 3 clusters
  Score: Raw -1634927.802228 + Penalty 3121.520065 = -1631806.282163
  nChanged 204
		SP:Iteration 26Q (143016.930000 sec): 3 clusters
  Score: Raw -1635005.305401 + Penalty 3121.520065 = -1631883.785336
  nChanged 219
		SP:Iteration 27Q (143017.150000 sec): 3 clusters
  Score: Raw -1635090.273512 + Penalty 3121.520065 = -1631968.753447
  nChanged 220
		SP:Iteration 28Q (143017.380000 sec): 3 clusters
  Score: Raw -1635174.938693 + Penalty 3121.520065 = -1632053.418628
  nChanged 182
		SP:Iteration 29Q (143017.660000 sec): 3 clusters
  Score: Raw -1635241.444408 + Penalty 3121.520065 = -1632119.924343
  nChanged 207
		SP:Iteration 30Q (143017.900000 sec): 3 clusters
  Score: Raw -1635329.237075 + Penalty 3121.520065 = -1632207.717011
  nChanged 213
		SP:Iteration 31Q (143018.140000 sec): 3 clusters
  Score: Raw -1635411.793099 + Penalty 3121.520065 = -1632290.273034
  nChanged 191
		SP:Iteration 32Q (143018.360000 sec): 3 clusters
  Score: Raw -1635490.489320 + Penalty 3121.520065 = -1632368.969256
  nChanged 200
		SP:Iteration 33Q (143018.610000 sec): 3 clusters
  Score: Raw -1635570.835655 + Penalty 3121.520065 = -1632449.315591
  nChanged 174
		SP:Iteration 34Q (143018.900000 sec): 3 clusters
  Score: Raw -1635647.509845 + Penalty 3121.520065 = -1632525.989780
  nChanged 175
		SP:Iteration 35Q (143019.130000 sec): 3 clusters
  Score: Raw -1635727.382073 + Penalty 3121.520065 = -1632605.862009
  nChanged 190
		SP:Iteration 36Q (143019.360000 sec): 3 clusters
  Score: Raw -1635819.852425 + Penalty 3121.520065 = -1632698.332360
  nChanged 221
		SP:Iteration 37Q (143019.590000 sec): 3 clusters
  Score: Raw -1635945.410291 + Penalty 3121.520065 = -1632823.890226
  nChanged 193
		SP:Iteration 38Q (143019.830000 sec): 3 clusters
  Score: Raw -1636065.655958 + Penalty 3121.520065 = -1632944.135893
  nChanged 197
		SP:Iteration 39Q (143020.130000 sec): 3 clusters
  Score: Raw -1636215.799889 + Penalty 3121.520065 = -1633094.279824
  nChanged 179
		SP:Iteration 40F (143020.370000 sec): 3 clusters
  Score: Raw -1636333.342305 + Penalty 3121.520065 = -1633211.822240
  nChanged 143
		SP:Iteration 41Q (143020.610000 sec): 3 clusters
  Score: Raw -1636437.640679 + Penalty 3121.520065 = -1633316.120614
  nChanged 112
		SP:Iteration 42Q (143020.870000 sec): 3 clusters
  Score: Raw -1636514.390942 + Penalty 3121.520065 = -1633392.870877
  nChanged 75
		SP:Iteration 43Q (143021.090000 sec): 3 clusters
  Score: Raw -1636570.628945 + Penalty 3121.520065 = -1633449.108880
  nChanged 61
		SP:Iteration 44Q (143021.360000 sec): 3 clusters
  Score: Raw -1636613.523418 + Penalty 3121.520065 = -1633492.003353
  nChanged 36
		SP:Iteration 45Q (143021.560000 sec): 3 clusters
  Score: Raw -1636632.391341 + Penalty 3121.520065 = -1633510.871277
  nChanged 22
		SP:Iteration 46Q (143021.780000 sec): 3 clusters
  Score: Raw -1636642.284590 + Penalty 3121.520065 = -1633520.764526
  nChanged 22
		SP:Iteration 47Q (143022.020000 sec): 3 clusters
  Score: Raw -1636652.478311 + Penalty 3121.520065 = -1633530.958246
  nChanged 17
		SP:Iteration 48Q (143022.220000 sec): 3 clusters
  Score: Raw -1636660.790830 + Penalty 3121.520065 = -1633539.270766
  nChanged 9
		SP:Iteration 49Q (143022.470000 sec): 3 clusters
  Score: Raw -1636664.549213 + Penalty 3121.520065 = -1633543.029148
  nChanged 4
		SP:Iteration 50Q (143022.680000 sec): 3 clusters
  Score: Raw -1636665.557227 + Penalty 3121.520065 = -1633544.037162
  nChanged 3
		SP:Iteration 51Q (143022.910000 sec): 3 clusters
  Score: Raw -1636666.435584 + Penalty 3121.520065 = -1633544.915519
  nChanged 4
		SP:Iteration 52Q (143023.150000 sec): 3 clusters
  Score: Raw -1636668.360880 + Penalty 3121.520065 = -1633546.840816
  nChanged 7
		SP:Iteration 53Q (143023.400000 sec): 3 clusters
  Score: Raw -1636671.621134 + Penalty 3121.520065 = -1633550.101070
  nChanged 8
		SP:Iteration 54Q (143023.630000 sec): 3 clusters
  Score: Raw -1636676.374708 + Penalty 3121.520065 = -1633554.854643
  nChanged 6
		SP:Iteration 55Q (143023.850000 sec): 3 clusters
  Score: Raw -1636680.779164 + Penalty 3121.520065 = -1633559.259099
  nChanged 9
		SP:Iteration 56Q (143024.070000 sec): 3 clusters
  Score: Raw -1636686.217982 + Penalty 3121.520065 = -1633564.697917
  nChanged 7
		SP:Iteration 57Q (143024.310000 sec): 3 clusters
  Score: Raw -1636690.009051 + Penalty 3121.520065 = -1633568.488987
  nChanged 10
		SP:Iteration 58Q (143024.530000 sec): 3 clusters
  Score: Raw -1636695.104624 + Penalty 3121.520065 = -1633573.584559
  nChanged 10
		SP:Iteration 59Q (143024.800000 sec): 3 clusters
  Score: Raw -1636699.923158 + Penalty 3121.520065 = -1633578.403093
  nChanged 6
		SP:Iteration 60F (143025.020000 sec): 3 clusters
  Score: Raw -1636703.880029 + Penalty 3121.520065 = -1633582.359964
  nChanged 6
		SP:Iteration 61Q (143025.220000 sec): 3 clusters
  Score: Raw -1636707.802192 + Penalty 3121.520065 = -1633586.282127
  nChanged 6
		SP:Iteration 62Q (143025.430000 sec): 3 clusters
  Score: Raw -1636710.839629 + Penalty 3121.520065 = -1633589.319564
  nChanged 4
		SP:Iteration 63Q (143025.670000 sec): 3 clusters
  Score: Raw -1636712.642906 + Penalty 3121.520065 = -1633591.122841
  nChanged 4
		SP:Iteration 64Q (143025.920000 sec): 3 clusters
  Score: Raw -1636714.435175 + Penalty 3121.520065 = -1633592.915110
  nChanged 4
		SP:Iteration 65Q (143026.130000 sec): 3 clusters
  Score: Raw -1636716.347473 + Penalty 3121.520065 = -1633594.827408
  nChanged 5
		SP:Iteration 66Q (143026.350000 sec): 3 clusters
  Score: Raw -1636717.809573 + Penalty 3121.520065 = -1633596.289508
  nChanged 3
		SP:Iteration 67Q (143026.570000 sec): 3 clusters
  Score: Raw -1636718.539134 + Penalty 3121.520065 = -1633597.019069
  nChanged 1
		SP:Iteration 68Q (143026.810000 sec): 3 clusters
  Score: Raw -1636718.663822 + Penalty 3121.520065 = -1633597.143757
  nChanged 3
		SP:Iteration 69Q (143027.080000 sec): 3 clusters
  Score: Raw -1636719.421966 + Penalty 3121.520065 = -1633597.901902
  nChanged 3
		SP:Iteration 70Q (143027.280000 sec): 3 clusters
  Score: Raw -1636720.388348 + Penalty 3121.520065 = -1633598.868283
  nChanged 1
		SP:Iteration 71Q (143027.500000 sec): 3 clusters
  Score: Raw -1636720.478665 + Penalty 3121.520065 = -1633598.958600
  nChanged 1
		SP:Iteration 72Q (143027.740000 sec): 3 clusters
  Score: Raw -1636720.664480 + Penalty 3121.520065 = -1633599.144415
  nChanged 0
		SP:Iteration 73F (143028.000000 sec): 3 clusters
  Score: Raw -1636720.664480 + Penalty 3121.520065 = -1633599.144415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143028.100000 sec): 2 clusters
  Score: Raw -387833.006389 + Penalty 1341.403200 = -386491.603188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143028.330000 sec): 3 clusters
  Score: Raw -385947.807689 + Penalty 2682.806401 = -383265.001288
  nChanged 1466
		SP:Iteration 1F (143028.480000 sec): 3 clusters
  Score: Raw -386908.212162 + Penalty 2682.806401 = -384225.405761
  nChanged 353
		SP:Iteration 2F (143028.710000 sec): 3 clusters
  Score: Raw -387158.501092 + Penalty 2682.806401 = -384475.694691
  nChanged 245
		SP:Iteration 3F (143028.880000 sec): 3 clusters
  Score: Raw -387359.693669 + Penalty 2682.806401 = -384676.887268
  nChanged 237
		SP:Iteration 4F (143029.060000 sec): 3 clusters
  Score: Raw -387572.258732 + Penalty 2682.806401 = -384889.452331
  nChanged 217
		SP:Iteration 5F (143029.280000 sec): 3 clusters
  Score: Raw -387752.060133 + Penalty 2682.806401 = -385069.253732
  nChanged 160
		SP:Iteration 6Q (143029.390000 sec): 3 clusters
  Score: Raw -387866.071475 + Penalty 2682.806401 = -385183.265074
  nChanged 119
		SP:Iteration 7Q (143029.580000 sec): 3 clusters
  Score: Raw -387955.270943 + Penalty 2682.806401 = -385272.464542
  nChanged 121
		SP:Iteration 8Q (143029.760000 sec): 3 clusters
  Score: Raw -388072.030801 + Penalty 2682.806401 = -385389.224400
  nChanged 115
		SP:Iteration 9Q (143029.900000 sec): 3 clusters
  Score: Raw -388175.622866 + Penalty 2682.806401 = -385492.816465
  nChanged 112
		SP:Iteration 10Q (143030.070000 sec): 3 clusters
  Score: Raw -388278.462163 + Penalty 2682.806401 = -385595.655762
  nChanged 111
		SP:Iteration 11Q (143030.270000 sec): 3 clusters
  Score: Raw -388369.836494 + Penalty 2682.806401 = -385687.030093
  nChanged 86
		SP:Iteration 12Q (143030.430000 sec): 3 clusters
  Score: Raw -388430.627653 + Penalty 2682.806401 = -385747.821252
  nChanged 62
		SP:Iteration 13Q (143030.610000 sec): 3 clusters
  Score: Raw -388462.226525 + Penalty 2682.806401 = -385779.420124
  nChanged 46
		SP:Iteration 14Q (143030.800000 sec): 3 clusters
  Score: Raw -388482.332943 + Penalty 2682.806401 = -385799.526542
  nChanged 36
		SP:Iteration 15Q (143030.990000 sec): 3 clusters
  Score: Raw -388495.811573 + Penalty 2682.806401 = -385813.005172
  nChanged 28
		SP:Iteration 16Q (143031.170000 sec): 3 clusters
  Score: Raw -388507.397208 + Penalty 2682.806401 = -385824.590807
  nChanged 26
		SP:Iteration 17Q (143031.390000 sec): 3 clusters
  Score: Raw -388516.193109 + Penalty 2682.806401 = -385833.386708
  nChanged 23
		SP:Iteration 18Q (143031.570000 sec): 3 clusters
  Score: Raw -388525.334205 + Penalty 2682.806401 = -385842.527804
  nChanged 16
		SP:Iteration 19Q (143031.760000 sec): 3 clusters
  Score: Raw -388532.197678 + Penalty 2682.806401 = -385849.391277
  nChanged 13
		SP:Iteration 20F (143031.930000 sec): 3 clusters
  Score: Raw -388536.370440 + Penalty 2682.806401 = -385853.564039
  nChanged 8
		SP:Iteration 21Q (143032.130000 sec): 3 clusters
  Score: Raw -388538.845543 + Penalty 2682.806401 = -385856.039142
  nChanged 5
		SP:Iteration 22Q (143032.290000 sec): 3 clusters
  Score: Raw -388540.500184 + Penalty 2682.806401 = -385857.693783
  nChanged 6
		SP:Iteration 23Q (143032.510000 sec): 3 clusters
  Score: Raw -388542.170521 + Penalty 2682.806401 = -385859.364120
  nChanged 8
		SP:Iteration 24Q (143032.690000 sec): 3 clusters
  Score: Raw -388545.769650 + Penalty 2682.806401 = -385862.963249
  nChanged 9
		SP:Iteration 25Q (143032.880000 sec): 3 clusters
  Score: Raw -388549.439967 + Penalty 2682.806401 = -385866.633566
  nChanged 10
		SP:Iteration 26Q (143033.030000 sec): 3 clusters
  Score: Raw -388552.353186 + Penalty 2682.806401 = -385869.546785
  nChanged 6
		SP:Iteration 27Q (143033.250000 sec): 3 clusters
  Score: Raw -388553.993262 + Penalty 2682.806401 = -385871.186861
  nChanged 5
		SP:Iteration 28Q (143033.410000 sec): 3 clusters
  Score: Raw -388556.000969 + Penalty 2682.806401 = -385873.194568
  nChanged 5
		SP:Iteration 29Q (143033.580000 sec): 3 clusters
  Score: Raw -388557.553023 + Penalty 2682.806401 = -385874.746622
  nChanged 7
		SP:Iteration 30Q (143033.720000 sec): 3 clusters
  Score: Raw -388559.635381 + Penalty 2682.806401 = -385876.828980
  nChanged 6
		SP:Iteration 31Q (143033.900000 sec): 3 clusters
  Score: Raw -388561.368933 + Penalty 2682.806401 = -385878.562532
  nChanged 4
		SP:Iteration 32Q (143034.080000 sec): 3 clusters
  Score: Raw -388562.390840 + Penalty 2682.806401 = -385879.584439
  nChanged 5
		SP:Iteration 33Q (143034.250000 sec): 3 clusters
  Score: Raw -388564.641562 + Penalty 2682.806401 = -385881.835161
  nChanged 6
		SP:Iteration 34Q (143034.440000 sec): 3 clusters
  Score: Raw -388566.306518 + Penalty 2682.806401 = -385883.500117
  nChanged 7
		SP:Iteration 35Q (143034.650000 sec): 3 clusters
  Score: Raw -388568.359198 + Penalty 2682.806401 = -385885.552797
  nChanged 7
		SP:Iteration 36Q (143034.800000 sec): 3 clusters
  Score: Raw -388571.051588 + Penalty 2682.806401 = -385888.245187
  nChanged 9
		SP:Iteration 37Q (143035.000000 sec): 3 clusters
  Score: Raw -388574.221076 + Penalty 2682.806401 = -385891.414675
  nChanged 8
		SP:Iteration 38Q (143035.210000 sec): 3 clusters
  Score: Raw -388576.581376 + Penalty 2682.806401 = -385893.774975
  nChanged 6
		SP:Iteration 39Q (143035.380000 sec): 3 clusters
  Score: Raw -388579.437210 + Penalty 2682.806401 = -385896.630809
  nChanged 7
		SP:Iteration 40F (143035.550000 sec): 3 clusters
  Score: Raw -388582.057732 + Penalty 2682.806401 = -385899.251331
  nChanged 11
		SP:Iteration 41Q (143035.690000 sec): 3 clusters
  Score: Raw -388591.199253 + Penalty 2682.806401 = -385908.392852
  nChanged 19
		SP:Iteration 42Q (143035.900000 sec): 3 clusters
  Score: Raw -388605.221580 + Penalty 2682.806401 = -385922.415179
  nChanged 27
		SP:Iteration 43Q (143036.050000 sec): 3 clusters
  Score: Raw -388622.659086 + Penalty 2682.806401 = -385939.852685
  nChanged 28
		SP:Iteration 44Q (143036.180000 sec): 3 clusters
  Score: Raw -388635.393348 + Penalty 2682.806401 = -385952.586947
  nChanged 18
		SP:Iteration 45Q (143036.360000 sec): 3 clusters
  Score: Raw -388642.291859 + Penalty 2682.806401 = -385959.485458
  nChanged 13
		SP:Iteration 46Q (143036.470000 sec): 3 clusters
  Score: Raw -388645.390467 + Penalty 2682.806401 = -385962.584066
  nChanged 14
		SP:Iteration 47Q (143036.640000 sec): 3 clusters
  Score: Raw -388649.376518 + Penalty 2682.806401 = -385966.570117
  nChanged 5
		SP:Iteration 48Q (143036.840000 sec): 3 clusters
  Score: Raw -388651.816933 + Penalty 2682.806401 = -385969.010532
  nChanged 9
		SP:Iteration 49Q (143037.020000 sec): 3 clusters
  Score: Raw -388654.651010 + Penalty 2682.806401 = -385971.844609
  nChanged 7
		SP:Iteration 50Q (143037.180000 sec): 3 clusters
  Score: Raw -388656.761648 + Penalty 2682.806401 = -385973.955247
  nChanged 11
		SP:Iteration 51Q (143037.360000 sec): 3 clusters
  Score: Raw -388660.724014 + Penalty 2682.806401 = -385977.917613
  nChanged 11
		SP:Iteration 52Q (143037.530000 sec): 3 clusters
  Score: Raw -388665.117148 + Penalty 2682.806401 = -385982.310747
  nChanged 16
		SP:Iteration 53Q (143037.740000 sec): 3 clusters
  Score: Raw -388671.495932 + Penalty 2682.806401 = -385988.689531
  nChanged 15
		SP:Iteration 54Q (143037.940000 sec): 3 clusters
  Score: Raw -388677.862192 + Penalty 2682.806401 = -385995.055791
  nChanged 14
		SP:Iteration 55Q (143038.080000 sec): 3 clusters
  Score: Raw -388683.633825 + Penalty 2682.806401 = -386000.827424
  nChanged 13
		SP:Iteration 56Q (143038.290000 sec): 3 clusters
  Score: Raw -388687.664065 + Penalty 2682.806401 = -386004.857664
  nChanged 12
		SP:Iteration 57Q (143038.470000 sec): 3 clusters
  Score: Raw -388691.420550 + Penalty 2682.806401 = -386008.614149
  nChanged 11
		SP:Iteration 58Q (143038.630000 sec): 3 clusters
  Score: Raw -388694.329887 + Penalty 2682.806401 = -386011.523486
  nChanged 10
		SP:Iteration 59Q (143038.820000 sec): 3 clusters
  Score: Raw -388696.290866 + Penalty 2682.806401 = -386013.484465
  nChanged 4
		SP:Iteration 60F (143039.020000 sec): 3 clusters
  Score: Raw -388697.297175 + Penalty 2682.806401 = -386014.490774
  nChanged 3
		SP:Iteration 61Q (143039.190000 sec): 3 clusters
  Score: Raw -388697.634535 + Penalty 2682.806401 = -386014.828134
  nChanged 0
		SP:Iteration 62F (143039.390000 sec): 3 clusters
  Score: Raw -388697.634535 + Penalty 2682.806401 = -386014.828134
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (125646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143040.050000 sec): 2 clusters
  Score: Raw -13194347.953134 + Penalty 1907.948853 = -13192440.004282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143040.760000 sec): 3 clusters
  Score: Raw -13112112.123634 + Penalty 3815.897705 = -13108296.225929
  nChanged 60352
		SP:Iteration 1F (143041.480000 sec): 3 clusters
  Score: Raw -13147747.432202 + Penalty 3815.897705 = -13143931.534497
  nChanged 4366
		SP:Iteration 2Q (143042.160000 sec): 3 clusters
  Score: Raw -13148934.677733 + Penalty 3815.897705 = -13145118.780028
  nChanged 4614
		SP:Iteration 3Q (143042.850000 sec): 3 clusters
  Score: Raw -13150338.510926 + Penalty 3815.897705 = -13146522.613221
  nChanged 4907
		SP:Iteration 4Q (143043.620000 sec): 3 clusters
  Score: Raw -13152065.064488 + Penalty 3815.897705 = -13148249.166783
  nChanged 5397
		SP:Iteration 5Q (143044.360000 sec): 3 clusters
  Score: Raw -13154118.267524 + Penalty 3815.897705 = -13150302.369819
  nChanged 5768
		SP:Iteration 6Q (143045.190000 sec): 3 clusters
  Score: Raw -13156427.144909 + Penalty 3815.897705 = -13152611.247204
  nChanged 5986
		SP:Iteration 7Q (143046.060000 sec): 3 clusters
  Score: Raw -13158984.349525 + Penalty 3815.897705 = -13155168.451820
  nChanged 6004
		SP:Iteration 8Q (143046.860000 sec): 3 clusters
  Score: Raw -13161773.791362 + Penalty 3815.897705 = -13157957.893657
  nChanged 6060
		SP:Iteration 9Q (143047.620000 sec): 3 clusters
  Score: Raw -13164798.104181 + Penalty 3815.897705 = -13160982.206476
  nChanged 6007
		SP:Iteration 10Q (143048.360000 sec): 3 clusters
  Score: Raw -13168113.574514 + Penalty 3815.897705 = -13164297.676809
  nChanged 5821
		SP:Iteration 11Q (143049.130000 sec): 3 clusters
  Score: Raw -13171572.275304 + Penalty 3815.897705 = -13167756.377599
  nChanged 5438
		SP:Iteration 12Q (143049.860000 sec): 3 clusters
  Score: Raw -13174864.823300 + Penalty 3815.897705 = -13171048.925595
  nChanged 4875
		SP:Iteration 13Q (143050.600000 sec): 3 clusters
  Score: Raw -13177603.058598 + Penalty 3815.897705 = -13173787.160893
  nChanged 4085
		SP:Iteration 14Q (143051.490000 sec): 3 clusters
  Score: Raw -13179652.022692 + Penalty 3815.897705 = -13175836.124987
  nChanged 3594
		SP:Iteration 15Q (143052.410000 sec): 3 clusters
  Score: Raw -13181334.695866 + Penalty 3815.897705 = -13177518.798161
  nChanged 3289
		SP:Iteration 16Q (143053.360000 sec): 3 clusters
  Score: Raw -13182847.961053 + Penalty 3815.897705 = -13179032.063347
  nChanged 3202
		SP:Iteration 17Q (143054.160000 sec): 3 clusters
  Score: Raw -13184357.693345 + Penalty 3815.897705 = -13180541.795640
  nChanged 3095
		SP:Iteration 18Q (143054.990000 sec): 3 clusters
  Score: Raw -13185943.539120 + Penalty 3815.897705 = -13182127.641414
  nChanged 3021
		SP:Iteration 19Q (143055.780000 sec): 3 clusters
  Score: Raw -13187642.804298 + Penalty 3815.897705 = -13183826.906593
  nChanged 2870
		SP:Iteration 20F (143056.620000 sec): 3 clusters
  Score: Raw -13189408.608012 + Penalty 3815.897705 = -13185592.710307
  nChanged 2567
		SP:Iteration 21Q (143057.380000 sec): 3 clusters
  Score: Raw -13191165.172061 + Penalty 3815.897705 = -13187349.274356
  nChanged 2153
		SP:Iteration 22Q (143058.120000 sec): 3 clusters
  Score: Raw -13192755.333667 + Penalty 3815.897705 = -13188939.435962
  nChanged 1658
		SP:Iteration 23Q (143058.850000 sec): 3 clusters
  Score: Raw -13193928.102847 + Penalty 3815.897705 = -13190112.205141
  nChanged 1097
		SP:Iteration 24Q (143059.570000 sec): 3 clusters
  Score: Raw -13194649.379637 + Penalty 3815.897705 = -13190833.481932
  nChanged 769
		SP:Iteration 25Q (143060.290000 sec): 3 clusters
  Score: Raw -13195114.503920 + Penalty 3815.897705 = -13191298.606215
  nChanged 524
		SP:Iteration 26Q (143061.040000 sec): 3 clusters
  Score: Raw -13195414.231727 + Penalty 3815.897705 = -13191598.334022
  nChanged 366
		SP:Iteration 27Q (143061.830000 sec): 3 clusters
  Score: Raw -13195593.332139 + Penalty 3815.897705 = -13191777.434434
  nChanged 284
		SP:Iteration 28Q (143062.610000 sec): 3 clusters
  Score: Raw -13195704.426870 + Penalty 3815.897705 = -13191888.529165
  nChanged 215
		SP:Iteration 29Q (143063.370000 sec): 3 clusters
  Score: Raw -13195780.780314 + Penalty 3815.897705 = -13191964.882609
  nChanged 159
		SP:Iteration 30Q (143064.080000 sec): 3 clusters
  Score: Raw -13195829.217918 + Penalty 3815.897705 = -13192013.320212
  nChanged 121
		SP:Iteration 31Q (143064.840000 sec): 3 clusters
  Score: Raw -13195863.605659 + Penalty 3815.897705 = -13192047.707953
  nChanged 95
		SP:Iteration 32Q (143065.530000 sec): 3 clusters
  Score: Raw -13195890.604073 + Penalty 3815.897705 = -13192074.706368
  nChanged 78
		SP:Iteration 33Q (143066.240000 sec): 3 clusters
  Score: Raw -13195908.523522 + Penalty 3815.897705 = -13192092.625817
  nChanged 59
		SP:Iteration 34Q (143066.920000 sec): 3 clusters
  Score: Raw -13195919.071260 + Penalty 3815.897705 = -13192103.173555
  nChanged 30
		SP:Iteration 35Q (143067.630000 sec): 3 clusters
  Score: Raw -13195924.794644 + Penalty 3815.897705 = -13192108.896939
  nChanged 29
		SP:Iteration 36Q (143068.340000 sec): 3 clusters
  Score: Raw -13195930.520222 + Penalty 3815.897705 = -13192114.622516
  nChanged 26
		SP:Iteration 37Q (143069.100000 sec): 3 clusters
  Score: Raw -13195935.724390 + Penalty 3815.897705 = -13192119.826685
  nChanged 21
		SP:Iteration 38Q (143069.990000 sec): 3 clusters
  Score: Raw -13195939.071164 + Penalty 3815.897705 = -13192123.173459
  nChanged 15
		SP:Iteration 39Q (143070.820000 sec): 3 clusters
  Score: Raw -13195941.987218 + Penalty 3815.897705 = -13192126.089513
  nChanged 18
		SP:Iteration 40F (143071.740000 sec): 3 clusters
  Score: Raw -13195955.792467 + Penalty 3815.897705 = -13192139.894762
  nChanged 28
		SP:Iteration 41Q (143072.530000 sec): 3 clusters
  Score: Raw -13195962.742717 + Penalty 3815.897705 = -13192146.845012
  nChanged 24
		SP:Iteration 42Q (143073.300000 sec): 3 clusters
  Score: Raw -13195967.735918 + Penalty 3815.897705 = -13192151.838213
  nChanged 21
		SP:Iteration 43Q (143074.030000 sec): 3 clusters
  Score: Raw -13195971.508113 + Penalty 3815.897705 = -13192155.610408
  nChanged 20
		SP:Iteration 44Q (143074.720000 sec): 3 clusters
  Score: Raw -13195974.372452 + Penalty 3815.897705 = -13192158.474747
  nChanged 18
		SP:Iteration 45Q (143075.360000 sec): 3 clusters
  Score: Raw -13195976.424108 + Penalty 3815.897705 = -13192160.526403
  nChanged 12
		SP:Iteration 46Q (143076.020000 sec): 3 clusters
  Score: Raw -13195978.304298 + Penalty 3815.897705 = -13192162.406593
  nChanged 10
		SP:Iteration 47Q (143076.660000 sec): 3 clusters
  Score: Raw -13195980.100444 + Penalty 3815.897705 = -13192164.202739
  nChanged 7
		SP:Iteration 48Q (143077.340000 sec): 3 clusters
  Score: Raw -13195980.743130 + Penalty 3815.897705 = -13192164.845425
  nChanged 4
		SP:Iteration 49Q (143077.980000 sec): 3 clusters
  Score: Raw -13195981.043573 + Penalty 3815.897705 = -13192165.145868
  nChanged 1
		SP:Iteration 50Q (143078.690000 sec): 3 clusters
  Score: Raw -13195981.100611 + Penalty 3815.897705 = -13192165.202906
  nChanged 0
		SP:Iteration 51F (143079.490000 sec): 3 clusters
  Score: Raw -13195981.100611 + Penalty 3815.897705 = -13192165.202906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143079.660000 sec): 2 clusters
  Score: Raw -405710.035574 + Penalty 1336.295821 = -404373.739753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143079.870000 sec): 3 clusters
  Score: Raw -403824.048286 + Penalty 2672.591642 = -401151.456643
  nChanged 1473
		SP:Iteration 1F (143080.090000 sec): 3 clusters
  Score: Raw -404627.635936 + Penalty 2672.591642 = -401955.044294
  nChanged 280
		SP:Iteration 2F (143080.240000 sec): 3 clusters
  Score: Raw -404782.247934 + Penalty 2672.591642 = -402109.656292
  nChanged 197
		SP:Iteration 3F (143080.430000 sec): 3 clusters
  Score: Raw -404891.104127 + Penalty 2672.591642 = -402218.512484
  nChanged 165
		SP:Iteration 4Q (143080.620000 sec): 3 clusters
  Score: Raw -404990.692275 + Penalty 2672.591642 = -402318.100633
  nChanged 131
		SP:Iteration 5Q (143080.800000 sec): 3 clusters
  Score: Raw -405068.547675 + Penalty 2672.591642 = -402395.956033
  nChanged 128
		SP:Iteration 6Q (143080.960000 sec): 3 clusters
  Score: Raw -405151.364804 + Penalty 2672.591642 = -402478.773162
  nChanged 120
		SP:Iteration 7Q (143081.100000 sec): 3 clusters
  Score: Raw -405225.252855 + Penalty 2672.591642 = -402552.661212
  nChanged 107
		SP:Iteration 8Q (143081.270000 sec): 3 clusters
  Score: Raw -405278.110973 + Penalty 2672.591642 = -402605.519331
  nChanged 91
		SP:Iteration 9Q (143081.470000 sec): 3 clusters
  Score: Raw -405317.990887 + Penalty 2672.591642 = -402645.399245
  nChanged 68
		SP:Iteration 10Q (143081.660000 sec): 3 clusters
  Score: Raw -405350.501763 + Penalty 2672.591642 = -402677.910120
  nChanged 64
		SP:Iteration 11Q (143081.850000 sec): 3 clusters
  Score: Raw -405373.361224 + Penalty 2672.591642 = -402700.769581
  nChanged 51
		SP:Iteration 12Q (143081.990000 sec): 3 clusters
  Score: Raw -405389.333153 + Penalty 2672.591642 = -402716.741510
  nChanged 39
		SP:Iteration 13Q (143082.190000 sec): 3 clusters
  Score: Raw -405402.756565 + Penalty 2672.591642 = -402730.164922
  nChanged 41
		SP:Iteration 14Q (143082.380000 sec): 3 clusters
  Score: Raw -405420.000206 + Penalty 2672.591642 = -402747.408564
  nChanged 44
		SP:Iteration 15Q (143082.590000 sec): 3 clusters
  Score: Raw -405436.179502 + Penalty 2672.591642 = -402763.587859
  nChanged 47
		SP:Iteration 16Q (143082.810000 sec): 3 clusters
  Score: Raw -405453.353857 + Penalty 2672.591642 = -402780.762215
  nChanged 49
		SP:Iteration 17Q (143082.980000 sec): 3 clusters
  Score: Raw -405469.354754 + Penalty 2672.591642 = -402796.763111
  nChanged 50
		SP:Iteration 18Q (143083.150000 sec): 3 clusters
  Score: Raw -405487.802585 + Penalty 2672.591642 = -402815.210942
  nChanged 59
		SP:Iteration 19Q (143083.340000 sec): 3 clusters
  Score: Raw -405510.850580 + Penalty 2672.591642 = -402838.258938
  nChanged 72
		SP:Iteration 20F (143083.520000 sec): 3 clusters
  Score: Raw -405545.740813 + Penalty 2672.591642 = -402873.149170
  nChanged 71
		SP:Iteration 21Q (143083.730000 sec): 3 clusters
  Score: Raw -405581.558996 + Penalty 2672.591642 = -402908.967354
  nChanged 82
		SP:Iteration 22Q (143083.910000 sec): 3 clusters
  Score: Raw -405629.127092 + Penalty 2672.591642 = -402956.535450
  nChanged 95
		SP:Iteration 23Q (143084.110000 sec): 3 clusters
  Score: Raw -405686.417840 + Penalty 2672.591642 = -403013.826198
  nChanged 97
		SP:Iteration 24Q (143084.270000 sec): 3 clusters
  Score: Raw -405753.675757 + Penalty 2672.591642 = -403081.084115
  nChanged 97
		SP:Iteration 25Q (143084.470000 sec): 3 clusters
  Score: Raw -405818.591655 + Penalty 2672.591642 = -403146.000013
  nChanged 69
		SP:Iteration 26Q (143084.650000 sec): 3 clusters
  Score: Raw -405865.370484 + Penalty 2672.591642 = -403192.778842
  nChanged 65
		SP:Iteration 27Q (143084.870000 sec): 3 clusters
  Score: Raw -405923.381843 + Penalty 2672.591642 = -403250.790201
  nChanged 64
		SP:Iteration 28Q (143085.040000 sec): 3 clusters
  Score: Raw -405979.215844 + Penalty 2672.591642 = -403306.624202
  nChanged 44
		SP:Iteration 29Q (143085.230000 sec): 3 clusters
  Score: Raw -406014.213951 + Penalty 2672.591642 = -403341.622308
  nChanged 27
		SP:Iteration 30Q (143085.420000 sec): 3 clusters
  Score: Raw -406034.242118 + Penalty 2672.591642 = -403361.650475
  nChanged 22
		SP:Iteration 31Q (143085.570000 sec): 3 clusters
  Score: Raw -406053.313145 + Penalty 2672.591642 = -403380.721502
  nChanged 15
		SP:Iteration 32Q (143085.800000 sec): 3 clusters
  Score: Raw -406070.251486 + Penalty 2672.591642 = -403397.659844
  nChanged 16
		SP:Iteration 33Q (143085.990000 sec): 3 clusters
  Score: Raw -406082.324669 + Penalty 2672.591642 = -403409.733027
  nChanged 11
		SP:Iteration 34Q (143086.170000 sec): 3 clusters
  Score: Raw -406089.436101 + Penalty 2672.591642 = -403416.844459
  nChanged 8
		SP:Iteration 35Q (143086.310000 sec): 3 clusters
  Score: Raw -406094.387163 + Penalty 2672.591642 = -403421.795521
  nChanged 6
		SP:Iteration 36Q (143086.460000 sec): 3 clusters
  Score: Raw -406100.189231 + Penalty 2672.591642 = -403427.597589
  nChanged 4
		SP:Iteration 37Q (143086.660000 sec): 3 clusters
  Score: Raw -406104.655329 + Penalty 2672.591642 = -403432.063686
  nChanged 6
		SP:Iteration 38Q (143086.820000 sec): 3 clusters
  Score: Raw -406110.327696 + Penalty 2672.591642 = -403437.736054
  nChanged 7
		SP:Iteration 39Q (143087.000000 sec): 3 clusters
  Score: Raw -406118.511739 + Penalty 2672.591642 = -403445.920097
  nChanged 4
		SP:Iteration 40F (143087.180000 sec): 3 clusters
  Score: Raw -406125.291481 + Penalty 2672.591642 = -403452.699839
  nChanged 6
		SP:Iteration 41Q (143087.370000 sec): 3 clusters
  Score: Raw -406131.133214 + Penalty 2672.591642 = -403458.541571
  nChanged 7
		SP:Iteration 42Q (143087.540000 sec): 3 clusters
  Score: Raw -406136.758734 + Penalty 2672.591642 = -403464.167092
  nChanged 3
		SP:Iteration 43Q (143087.720000 sec): 3 clusters
  Score: Raw -406138.897497 + Penalty 2672.591642 = -403466.305855
  nChanged 5
		SP:Iteration 44Q (143087.880000 sec): 3 clusters
  Score: Raw -406142.703615 + Penalty 2672.591642 = -403470.111973
  nChanged 2
		SP:Iteration 45Q (143088.030000 sec): 3 clusters
  Score: Raw -406143.754395 + Penalty 2672.591642 = -403471.162753
  nChanged 0
		SP:Iteration 46F (143088.230000 sec): 3 clusters
  Score: Raw -406143.754395 + Penalty 2672.591642 = -403471.162753
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143088.370000 sec): 2 clusters
  Score: Raw -349665.494631 + Penalty 1309.272361 = -348356.222270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143088.540000 sec): 3 clusters
  Score: Raw -348152.376681 + Penalty 2618.544722 = -345533.831959
  nChanged 1213
		SP:Iteration 1F (143088.730000 sec): 3 clusters
  Score: Raw -348829.592317 + Penalty 2618.544722 = -346211.047595
  nChanged 244
		SP:Iteration 2F (143088.870000 sec): 3 clusters
  Score: Raw -349009.023650 + Penalty 2618.544722 = -346390.478928
  nChanged 171
		SP:Iteration 3F (143089.050000 sec): 3 clusters
  Score: Raw -349141.619697 + Penalty 2618.544722 = -346523.074975
  nChanged 141
		SP:Iteration 4Q (143089.220000 sec): 3 clusters
  Score: Raw -349252.241404 + Penalty 2618.544722 = -346633.696682
  nChanged 141
		SP:Iteration 5Q (143089.380000 sec): 3 clusters
  Score: Raw -349364.068019 + Penalty 2618.544722 = -346745.523298
  nChanged 141
		SP:Iteration 6Q (143089.520000 sec): 3 clusters
  Score: Raw -349470.327671 + Penalty 2618.544722 = -346851.782949
  nChanged 133
		SP:Iteration 7Q (143089.700000 sec): 3 clusters
  Score: Raw -349567.638071 + Penalty 2618.544722 = -346949.093350
  nChanged 128
		SP:Iteration 8Q (143089.940000 sec): 3 clusters
  Score: Raw -349667.027357 + Penalty 2618.544722 = -347048.482636
  nChanged 106
		SP:Iteration 9Q (143090.100000 sec): 3 clusters
  Score: Raw -349746.367291 + Penalty 2618.544722 = -347127.822569
  nChanged 106
		SP:Iteration 10Q (143090.330000 sec): 3 clusters
  Score: Raw -349823.326176 + Penalty 2618.544722 = -347204.781454
  nChanged 76
		SP:Iteration 11Q (143090.450000 sec): 3 clusters
  Score: Raw -349872.145787 + Penalty 2618.544722 = -347253.601065
  nChanged 57
		SP:Iteration 12Q (143090.600000 sec): 3 clusters
  Score: Raw -349918.848916 + Penalty 2618.544722 = -347300.304194
  nChanged 56
		SP:Iteration 13Q (143090.760000 sec): 3 clusters
  Score: Raw -349953.789833 + Penalty 2618.544722 = -347335.245112
  nChanged 37
		SP:Iteration 14Q (143090.910000 sec): 3 clusters
  Score: Raw -349977.433020 + Penalty 2618.544722 = -347358.888299
  nChanged 35
		SP:Iteration 15Q (143091.120000 sec): 3 clusters
  Score: Raw -349994.820406 + Penalty 2618.544722 = -347376.275684
  nChanged 28
		SP:Iteration 16Q (143091.290000 sec): 3 clusters
  Score: Raw -350007.333544 + Penalty 2618.544722 = -347388.788822
  nChanged 17
		SP:Iteration 17Q (143091.440000 sec): 3 clusters
  Score: Raw -350014.517474 + Penalty 2618.544722 = -347395.972752
  nChanged 8
		SP:Iteration 18Q (143091.640000 sec): 3 clusters
  Score: Raw -350018.132343 + Penalty 2618.544722 = -347399.587621
  nChanged 12
		SP:Iteration 19Q (143091.800000 sec): 3 clusters
  Score: Raw -350026.465156 + Penalty 2618.544722 = -347407.920434
  nChanged 14
		SP:Iteration 20F (143091.980000 sec): 3 clusters
  Score: Raw -350036.289041 + Penalty 2618.544722 = -347417.744319
  nChanged 13
		SP:Iteration 21Q (143092.160000 sec): 3 clusters
  Score: Raw -350043.084225 + Penalty 2618.544722 = -347424.539503
  nChanged 5
		SP:Iteration 22Q (143092.350000 sec): 3 clusters
  Score: Raw -350047.888816 + Penalty 2618.544722 = -347429.344094
  nChanged 3
		SP:Iteration 23Q (143092.540000 sec): 3 clusters
  Score: Raw -350049.689273 + Penalty 2618.544722 = -347431.144551
  nChanged 2
		SP:Iteration 24Q (143092.740000 sec): 3 clusters
  Score: Raw -350050.858881 + Penalty 2618.544722 = -347432.314160
  nChanged 3
		SP:Iteration 25Q (143092.890000 sec): 3 clusters
  Score: Raw -350054.665662 + Penalty 2618.544722 = -347436.120940
  nChanged 4
		SP:Iteration 26Q (143093.080000 sec): 3 clusters
  Score: Raw -350057.963889 + Penalty 2618.544722 = -347439.419167
  nChanged 6
		SP:Iteration 27Q (143093.280000 sec): 3 clusters
  Score: Raw -350059.123924 + Penalty 2618.544722 = -347440.579202
  nChanged 4
		SP:Iteration 28Q (143093.450000 sec): 3 clusters
  Score: Raw -350060.411663 + Penalty 2618.544722 = -347441.866941
  nChanged 4
		SP:Iteration 29Q (143093.660000 sec): 3 clusters
  Score: Raw -350062.248346 + Penalty 2618.544722 = -347443.703625
  nChanged 7
		SP:Iteration 30Q (143093.800000 sec): 3 clusters
  Score: Raw -350064.867462 + Penalty 2618.544722 = -347446.322740
  nChanged 7
		SP:Iteration 31Q (143093.950000 sec): 3 clusters
  Score: Raw -350067.561281 + Penalty 2618.544722 = -347449.016560
  nChanged 8
		SP:Iteration 32Q (143094.120000 sec): 3 clusters
  Score: Raw -350071.375208 + Penalty 2618.544722 = -347452.830486
  nChanged 5
		SP:Iteration 33Q (143094.300000 sec): 3 clusters
  Score: Raw -350073.437466 + Penalty 2618.544722 = -347454.892744
  nChanged 1
		SP:Iteration 34Q (143094.480000 sec): 3 clusters
  Score: Raw -350074.710271 + Penalty 2618.544722 = -347456.165549
  nChanged 5
		SP:Iteration 35Q (143094.640000 sec): 3 clusters
  Score: Raw -350077.917354 + Penalty 2618.544722 = -347459.372632
  nChanged 6
		SP:Iteration 36Q (143094.830000 sec): 3 clusters
  Score: Raw -350081.666038 + Penalty 2618.544722 = -347463.121316
  nChanged 4
		SP:Iteration 37Q (143094.990000 sec): 3 clusters
  Score: Raw -350083.832753 + Penalty 2618.544722 = -347465.288031
  nChanged 3
		SP:Iteration 38Q (143095.200000 sec): 3 clusters
  Score: Raw -350084.744186 + Penalty 2618.544722 = -347466.199465
  nChanged 0
		SP:Iteration 39F (143095.370000 sec): 3 clusters
  Score: Raw -350084.744186 + Penalty 2618.544722 = -347466.199465
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143095.480000 sec): 2 clusters
  Score: Raw -363890.111509 + Penalty 1317.063400 = -362573.048109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143095.660000 sec): 3 clusters
  Score: Raw -362319.762886 + Penalty 2634.126800 = -359685.636086
  nChanged 1263
		SP:Iteration 1F (143095.880000 sec): 3 clusters
  Score: Raw -363066.164768 + Penalty 2634.126800 = -360432.037968
  nChanged 263
		SP:Iteration 2F (143096.050000 sec): 3 clusters
  Score: Raw -363254.133780 + Penalty 2634.126800 = -360620.006980
  nChanged 197
		SP:Iteration 3F (143096.210000 sec): 3 clusters
  Score: Raw -363403.484497 + Penalty 2634.126800 = -360769.357697
  nChanged 168
		SP:Iteration 4F (143096.370000 sec): 3 clusters
  Score: Raw -363513.763462 + Penalty 2634.126800 = -360879.636662
  nChanged 131
		SP:Iteration 5Q (143096.520000 sec): 3 clusters
  Score: Raw -363600.012327 + Penalty 2634.126800 = -360965.885527
  nChanged 131
		SP:Iteration 6Q (143096.670000 sec): 3 clusters
  Score: Raw -363694.434162 + Penalty 2634.126800 = -361060.307362
  nChanged 141
		SP:Iteration 7Q (143096.830000 sec): 3 clusters
  Score: Raw -363826.919507 + Penalty 2634.126800 = -361192.792707
  nChanged 134
		SP:Iteration 8Q (143096.980000 sec): 3 clusters
  Score: Raw -363957.604696 + Penalty 2634.126800 = -361323.477896
  nChanged 149
		SP:Iteration 9Q (143097.150000 sec): 3 clusters
  Score: Raw -364085.709516 + Penalty 2634.126800 = -361451.582717
  nChanged 120
		SP:Iteration 10Q (143097.310000 sec): 3 clusters
  Score: Raw -364197.411080 + Penalty 2634.126800 = -361563.284280
  nChanged 103
		SP:Iteration 11Q (143097.490000 sec): 3 clusters
  Score: Raw -364278.841957 + Penalty 2634.126800 = -361644.715157
  nChanged 80
		SP:Iteration 12Q (143097.690000 sec): 3 clusters
  Score: Raw -364335.545403 + Penalty 2634.126800 = -361701.418603
  nChanged 51
		SP:Iteration 13Q (143097.850000 sec): 3 clusters
  Score: Raw -364372.776372 + Penalty 2634.126800 = -361738.649573
  nChanged 50
		SP:Iteration 14Q (143098.040000 sec): 3 clusters
  Score: Raw -364418.700508 + Penalty 2634.126800 = -361784.573708
  nChanged 47
		SP:Iteration 15Q (143098.210000 sec): 3 clusters
  Score: Raw -364453.486218 + Penalty 2634.126800 = -361819.359418
  nChanged 50
		SP:Iteration 16Q (143098.360000 sec): 3 clusters
  Score: Raw -364493.465374 + Penalty 2634.126800 = -361859.338575
  nChanged 33
		SP:Iteration 17Q (143098.570000 sec): 3 clusters
  Score: Raw -364513.334320 + Penalty 2634.126800 = -361879.207520
  nChanged 22
		SP:Iteration 18Q (143098.710000 sec): 3 clusters
  Score: Raw -364525.539912 + Penalty 2634.126800 = -361891.413113
  nChanged 18
		SP:Iteration 19Q (143098.880000 sec): 3 clusters
  Score: Raw -364532.916960 + Penalty 2634.126800 = -361898.790161
  nChanged 15
		SP:Iteration 20F (143099.050000 sec): 3 clusters
  Score: Raw -364539.304280 + Penalty 2634.126800 = -361905.177481
  nChanged 11
		SP:Iteration 21Q (143099.230000 sec): 3 clusters
  Score: Raw -364545.493060 + Penalty 2634.126800 = -361911.366261
  nChanged 11
		SP:Iteration 22Q (143099.420000 sec): 3 clusters
  Score: Raw -364550.895066 + Penalty 2634.126800 = -361916.768266
  nChanged 4
		SP:Iteration 23Q (143099.620000 sec): 3 clusters
  Score: Raw -364551.948007 + Penalty 2634.126800 = -361917.821207
  nChanged 6
		SP:Iteration 24Q (143099.760000 sec): 3 clusters
  Score: Raw -364554.674399 + Penalty 2634.126800 = -361920.547600
  nChanged 3
		SP:Iteration 25Q (143099.950000 sec): 3 clusters
  Score: Raw -364556.448631 + Penalty 2634.126800 = -361922.321831
  nChanged 3
		SP:Iteration 26Q (143100.120000 sec): 3 clusters
  Score: Raw -364557.728336 + Penalty 2634.126800 = -361923.601536
  nChanged 4
		SP:Iteration 27Q (143100.290000 sec): 3 clusters
  Score: Raw -364559.591999 + Penalty 2634.126800 = -361925.465199
  nChanged 4
		SP:Iteration 28Q (143100.470000 sec): 3 clusters
  Score: Raw -364561.265594 + Penalty 2634.126800 = -361927.138795
  nChanged 3
		SP:Iteration 29Q (143100.620000 sec): 3 clusters
  Score: Raw -364563.010661 + Penalty 2634.126800 = -361928.883861
  nChanged 7
		SP:Iteration 30Q (143100.800000 sec): 3 clusters
  Score: Raw -364567.603383 + Penalty 2634.126800 = -361933.476583
  nChanged 5
		SP:Iteration 31Q (143100.980000 sec): 3 clusters
  Score: Raw -364569.886943 + Penalty 2634.126800 = -361935.760143
  nChanged 3
		SP:Iteration 32Q (143101.140000 sec): 3 clusters
  Score: Raw -364570.773627 + Penalty 2634.126800 = -361936.646828
  nChanged 1
		SP:Iteration 33Q (143101.350000 sec): 3 clusters
  Score: Raw -364570.978934 + Penalty 2634.126800 = -361936.852134
  nChanged 0
		SP:Iteration 34F (143101.500000 sec): 3 clusters
  Score: Raw -364570.978934 + Penalty 2634.126800 = -361936.852134
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143101.600000 sec): 2 clusters
  Score: Raw -622301.995626 + Penalty 1416.942169 = -620885.053457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143101.810000 sec): 3 clusters
  Score: Raw -619073.587638 + Penalty 2833.884339 = -616239.703299
  nChanged 2492
		SP:Iteration 1F (143102.030000 sec): 3 clusters
  Score: Raw -620480.910014 + Penalty 2833.884339 = -617647.025675
  nChanged 414
		SP:Iteration 2F (143102.190000 sec): 3 clusters
  Score: Raw -620719.964205 + Penalty 2833.884339 = -617886.079866
  nChanged 339
		SP:Iteration 3F (143102.360000 sec): 3 clusters
  Score: Raw -620912.671998 + Penalty 2833.884339 = -618078.787659
  nChanged 301
		SP:Iteration 4Q (143102.560000 sec): 3 clusters
  Score: Raw -621069.962796 + Penalty 2833.884339 = -618236.078457
  nChanged 271
		SP:Iteration 5Q (143102.750000 sec): 3 clusters
  Score: Raw -621214.866561 + Penalty 2833.884339 = -618380.982222
  nChanged 253
		SP:Iteration 6Q (143102.930000 sec): 3 clusters
  Score: Raw -621338.942485 + Penalty 2833.884339 = -618505.058146
  nChanged 216
		SP:Iteration 7Q (143103.130000 sec): 3 clusters
  Score: Raw -621437.157519 + Penalty 2833.884339 = -618603.273180
  nChanged 208
		SP:Iteration 8Q (143103.310000 sec): 3 clusters
  Score: Raw -621536.306094 + Penalty 2833.884339 = -618702.421755
  nChanged 187
		SP:Iteration 9Q (143103.500000 sec): 3 clusters
  Score: Raw -621624.177842 + Penalty 2833.884339 = -618790.293503
  nChanged 185
		SP:Iteration 10Q (143103.680000 sec): 3 clusters
  Score: Raw -621704.615492 + Penalty 2833.884339 = -618870.731153
  nChanged 153
		SP:Iteration 11Q (143103.830000 sec): 3 clusters
  Score: Raw -621771.988980 + Penalty 2833.884339 = -618938.104641
  nChanged 142
		SP:Iteration 12Q (143104.060000 sec): 3 clusters
  Score: Raw -621836.481059 + Penalty 2833.884339 = -619002.596720
  nChanged 130
		SP:Iteration 13Q (143104.260000 sec): 3 clusters
  Score: Raw -621892.539404 + Penalty 2833.884339 = -619058.655065
  nChanged 123
		SP:Iteration 14Q (143104.420000 sec): 3 clusters
  Score: Raw -621946.713140 + Penalty 2833.884339 = -619112.828801
  nChanged 128
		SP:Iteration 15Q (143104.610000 sec): 3 clusters
  Score: Raw -622002.058977 + Penalty 2833.884339 = -619168.174638
  nChanged 126
		SP:Iteration 16Q (143104.780000 sec): 3 clusters
  Score: Raw -622055.390676 + Penalty 2833.884339 = -619221.506337
  nChanged 104
		SP:Iteration 17Q (143104.960000 sec): 3 clusters
  Score: Raw -622107.918293 + Penalty 2833.884339 = -619274.033954
  nChanged 110
		SP:Iteration 18Q (143105.180000 sec): 3 clusters
  Score: Raw -622155.857526 + Penalty 2833.884339 = -619321.973187
  nChanged 97
		SP:Iteration 19Q (143105.370000 sec): 3 clusters
  Score: Raw -622197.423182 + Penalty 2833.884339 = -619363.538843
  nChanged 79
		SP:Iteration 20F (143105.540000 sec): 3 clusters
  Score: Raw -622236.206619 + Penalty 2833.884339 = -619402.322280
  nChanged 76
		SP:Iteration 21Q (143105.720000 sec): 3 clusters
  Score: Raw -622280.497428 + Penalty 2833.884339 = -619446.613089
  nChanged 73
		SP:Iteration 22Q (143105.920000 sec): 3 clusters
  Score: Raw -622320.090888 + Penalty 2833.884339 = -619486.206549
  nChanged 63
		SP:Iteration 23Q (143106.120000 sec): 3 clusters
  Score: Raw -622353.898217 + Penalty 2833.884339 = -619520.013878
  nChanged 64
		SP:Iteration 24Q (143106.280000 sec): 3 clusters
  Score: Raw -622392.188916 + Penalty 2833.884339 = -619558.304578
  nChanged 50
		SP:Iteration 25Q (143106.460000 sec): 3 clusters
  Score: Raw -622419.279676 + Penalty 2833.884339 = -619585.395337
  nChanged 33
		SP:Iteration 26Q (143106.640000 sec): 3 clusters
  Score: Raw -622440.042774 + Penalty 2833.884339 = -619606.158435
  nChanged 39
		SP:Iteration 27Q (143106.810000 sec): 3 clusters
  Score: Raw -622462.622338 + Penalty 2833.884339 = -619628.737999
  nChanged 34
		SP:Iteration 28Q (143106.940000 sec): 3 clusters
  Score: Raw -622482.577368 + Penalty 2833.884339 = -619648.693029
  nChanged 30
		SP:Iteration 29Q (143107.130000 sec): 3 clusters
  Score: Raw -622501.207533 + Penalty 2833.884339 = -619667.323195
  nChanged 27
		SP:Iteration 30Q (143107.280000 sec): 3 clusters
  Score: Raw -622520.819298 + Penalty 2833.884339 = -619686.934960
  nChanged 36
		SP:Iteration 31Q (143107.460000 sec): 3 clusters
  Score: Raw -622548.242238 + Penalty 2833.884339 = -619714.357899
  nChanged 28
		SP:Iteration 32Q (143107.670000 sec): 3 clusters
  Score: Raw -622568.990758 + Penalty 2833.884339 = -619735.106419
  nChanged 25
		SP:Iteration 33Q (143107.860000 sec): 3 clusters
  Score: Raw -622585.500683 + Penalty 2833.884339 = -619751.616344
  nChanged 18
		SP:Iteration 34Q (143108.020000 sec): 3 clusters
  Score: Raw -622597.647822 + Penalty 2833.884339 = -619763.763483
  nChanged 12
		SP:Iteration 35Q (143108.190000 sec): 3 clusters
  Score: Raw -622606.084069 + Penalty 2833.884339 = -619772.199730
  nChanged 11
		SP:Iteration 36Q (143108.380000 sec): 3 clusters
  Score: Raw -622612.021793 + Penalty 2833.884339 = -619778.137454
  nChanged 6
		SP:Iteration 37Q (143108.590000 sec): 3 clusters
  Score: Raw -622614.231780 + Penalty 2833.884339 = -619780.347441
  nChanged 1
		SP:Iteration 38Q (143108.780000 sec): 3 clusters
  Score: Raw -622615.136177 + Penalty 2833.884339 = -619781.251838
  nChanged 1
		SP:Iteration 39Q (143109.000000 sec): 3 clusters
  Score: Raw -622615.439286 + Penalty 2833.884339 = -619781.554947
  nChanged 0
		SP:Iteration 40F (143109.190000 sec): 3 clusters
  Score: Raw -622615.439286 + Penalty 2833.884339 = -619781.554947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143109.290000 sec): 2 clusters
  Score: Raw -876699.126191 + Penalty 1470.976802 = -875228.149389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143109.520000 sec): 3 clusters
  Score: Raw -871948.900805 + Penalty 2941.953605 = -869006.947200
  nChanged 3656
		SP:Iteration 1F (143109.760000 sec): 3 clusters
  Score: Raw -873959.238590 + Penalty 2941.953605 = -871017.284986
  nChanged 583
		SP:Iteration 2F (143109.950000 sec): 3 clusters
  Score: Raw -874251.813658 + Penalty 2941.953605 = -871309.860054
  nChanged 472
		SP:Iteration 3F (143110.150000 sec): 3 clusters
  Score: Raw -874468.095305 + Penalty 2941.953605 = -871526.141700
  nChanged 432
		SP:Iteration 4F (143110.330000 sec): 3 clusters
  Score: Raw -874691.462176 + Penalty 2941.953605 = -871749.508572
  nChanged 397
		SP:Iteration 5Q (143110.530000 sec): 3 clusters
  Score: Raw -874912.359906 + Penalty 2941.953605 = -871970.406301
  nChanged 390
		SP:Iteration 6Q (143110.710000 sec): 3 clusters
  Score: Raw -875137.956646 + Penalty 2941.953605 = -872196.003042
  nChanged 372
		SP:Iteration 7Q (143110.890000 sec): 3 clusters
  Score: Raw -875369.349636 + Penalty 2941.953605 = -872427.396031
  nChanged 368
		SP:Iteration 8Q (143111.090000 sec): 3 clusters
  Score: Raw -875591.076682 + Penalty 2941.953605 = -872649.123078
  nChanged 334
		SP:Iteration 9Q (143111.290000 sec): 3 clusters
  Score: Raw -875795.968548 + Penalty 2941.953605 = -872854.014943
  nChanged 293
		SP:Iteration 10Q (143111.480000 sec): 3 clusters
  Score: Raw -875992.758524 + Penalty 2941.953605 = -873050.804920
  nChanged 276
		SP:Iteration 11Q (143111.750000 sec): 3 clusters
  Score: Raw -876177.279193 + Penalty 2941.953605 = -873235.325589
  nChanged 212
		SP:Iteration 12Q (143111.930000 sec): 3 clusters
  Score: Raw -876306.874618 + Penalty 2941.953605 = -873364.921014
  nChanged 167
		SP:Iteration 13Q (143112.150000 sec): 3 clusters
  Score: Raw -876409.211575 + Penalty 2941.953605 = -873467.257970
  nChanged 142
		SP:Iteration 14Q (143112.310000 sec): 3 clusters
  Score: Raw -876494.878594 + Penalty 2941.953605 = -873552.924990
  nChanged 103
		SP:Iteration 15Q (143112.530000 sec): 3 clusters
  Score: Raw -876556.181625 + Penalty 2941.953605 = -873614.228020
  nChanged 92
		SP:Iteration 16Q (143112.720000 sec): 3 clusters
  Score: Raw -876624.558317 + Penalty 2941.953605 = -873682.604713
  nChanged 73
		SP:Iteration 17Q (143112.900000 sec): 3 clusters
  Score: Raw -876676.072497 + Penalty 2941.953605 = -873734.118892
  nChanged 58
		SP:Iteration 18Q (143113.130000 sec): 3 clusters
  Score: Raw -876717.086732 + Penalty 2941.953605 = -873775.133128
  nChanged 55
		SP:Iteration 19Q (143113.320000 sec): 3 clusters
  Score: Raw -876749.607188 + Penalty 2941.953605 = -873807.653583
  nChanged 46
		SP:Iteration 20F (143113.500000 sec): 3 clusters
  Score: Raw -876777.490468 + Penalty 2941.953605 = -873835.536864
  nChanged 35
		SP:Iteration 21Q (143113.710000 sec): 3 clusters
  Score: Raw -876796.218976 + Penalty 2941.953605 = -873854.265371
  nChanged 28
		SP:Iteration 22Q (143113.870000 sec): 3 clusters
  Score: Raw -876815.027710 + Penalty 2941.953605 = -873873.074105
  nChanged 23
		SP:Iteration 23Q (143114.030000 sec): 3 clusters
  Score: Raw -876833.631262 + Penalty 2941.953605 = -873891.677658
  nChanged 21
		SP:Iteration 24Q (143114.270000 sec): 3 clusters
  Score: Raw -876845.214965 + Penalty 2941.953605 = -873903.261360
  nChanged 14
		SP:Iteration 25Q (143114.470000 sec): 3 clusters
  Score: Raw -876854.285118 + Penalty 2941.953605 = -873912.331513
  nChanged 12
		SP:Iteration 26Q (143114.650000 sec): 3 clusters
  Score: Raw -876865.056964 + Penalty 2941.953605 = -873923.103359
  nChanged 9
		SP:Iteration 27Q (143114.830000 sec): 3 clusters
  Score: Raw -876871.747894 + Penalty 2941.953605 = -873929.794289
  nChanged 11
		SP:Iteration 28Q (143115.060000 sec): 3 clusters
  Score: Raw -876877.683047 + Penalty 2941.953605 = -873935.729443
  nChanged 4
		SP:Iteration 29Q (143115.250000 sec): 3 clusters
  Score: Raw -876879.717628 + Penalty 2941.953605 = -873937.764024
  nChanged 2
		SP:Iteration 30Q (143115.450000 sec): 3 clusters
  Score: Raw -876880.558115 + Penalty 2941.953605 = -873938.604511
  nChanged 1
		SP:Iteration 31Q (143115.630000 sec): 3 clusters
  Score: Raw -876881.282859 + Penalty 2941.953605 = -873939.329254
  nChanged 1
		SP:Iteration 32Q (143115.860000 sec): 3 clusters
  Score: Raw -876882.390735 + Penalty 2941.953605 = -873940.437131
  nChanged 2
		SP:Iteration 33Q (143116.030000 sec): 3 clusters
  Score: Raw -876884.991764 + Penalty 2941.953605 = -873943.038160
  nChanged 4
		SP:Iteration 34Q (143116.230000 sec): 3 clusters
  Score: Raw -876887.244446 + Penalty 2941.953605 = -873945.290841
  nChanged 3
		SP:Iteration 35Q (143116.350000 sec): 3 clusters
  Score: Raw -876889.728948 + Penalty 2941.953605 = -873947.775344
  nChanged 6
		SP:Iteration 36Q (143116.530000 sec): 3 clusters
  Score: Raw -876893.522053 + Penalty 2941.953605 = -873951.568448
  nChanged 4
		SP:Iteration 37Q (143116.750000 sec): 3 clusters
  Score: Raw -876896.035903 + Penalty 2941.953605 = -873954.082299
  nChanged 0
		SP:Iteration 38F (143116.990000 sec): 3 clusters
  Score: Raw -876896.035903 + Penalty 2941.953605 = -873954.082299
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143117.090000 sec): 2 clusters
  Score: Raw -857610.759395 + Penalty 1451.677564 = -856159.081831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143117.290000 sec): 3 clusters
  Score: Raw -853470.081361 + Penalty 2903.355129 = -850566.726232
  nChanged 3133
		SP:Iteration 1F (143117.510000 sec): 3 clusters
  Score: Raw -855219.264449 + Penalty 2903.355129 = -852315.909320
  nChanged 477
		SP:Iteration 2F (143117.670000 sec): 3 clusters
  Score: Raw -855446.754354 + Penalty 2903.355129 = -852543.399225
  nChanged 404
		SP:Iteration 3F (143117.890000 sec): 3 clusters
  Score: Raw -855657.226963 + Penalty 2903.355129 = -852753.871834
  nChanged 414
		SP:Iteration 4F (143118.130000 sec): 3 clusters
  Score: Raw -855897.900476 + Penalty 2903.355129 = -852994.545347
  nChanged 462
		SP:Iteration 5F (143118.310000 sec): 3 clusters
  Score: Raw -856200.302543 + Penalty 2903.355129 = -853296.947414
  nChanged 443
		SP:Iteration 6F (143118.540000 sec): 3 clusters
  Score: Raw -856508.927674 + Penalty 2903.355129 = -853605.572545
  nChanged 418
		SP:Iteration 7F (143118.700000 sec): 3 clusters
  Score: Raw -856772.755959 + Penalty 2903.355129 = -853869.400830
  nChanged 306
		SP:Iteration 8Q (143118.900000 sec): 3 clusters
  Score: Raw -856939.923670 + Penalty 2903.355129 = -854036.568541
  nChanged 220
		SP:Iteration 9Q (143119.100000 sec): 3 clusters
  Score: Raw -857059.910412 + Penalty 2903.355129 = -854156.555284
  nChanged 185
		SP:Iteration 10Q (143119.290000 sec): 3 clusters
  Score: Raw -857162.945452 + Penalty 2903.355129 = -854259.590323
  nChanged 161
		SP:Iteration 11Q (143119.500000 sec): 3 clusters
  Score: Raw -857248.463767 + Penalty 2903.355129 = -854345.108639
  nChanged 133
		SP:Iteration 12Q (143119.740000 sec): 3 clusters
  Score: Raw -857320.631426 + Penalty 2903.355129 = -854417.276298
  nChanged 104
		SP:Iteration 13Q (143119.900000 sec): 3 clusters
  Score: Raw -857386.122301 + Penalty 2903.355129 = -854482.767172
  nChanged 93
		SP:Iteration 14Q (143120.120000 sec): 3 clusters
  Score: Raw -857439.433616 + Penalty 2903.355129 = -854536.078488
  nChanged 91
		SP:Iteration 15Q (143120.310000 sec): 3 clusters
  Score: Raw -857489.213467 + Penalty 2903.355129 = -854585.858338
  nChanged 70
		SP:Iteration 16Q (143120.520000 sec): 3 clusters
  Score: Raw -857531.927211 + Penalty 2903.355129 = -854628.572082
  nChanged 66
		SP:Iteration 17Q (143120.720000 sec): 3 clusters
  Score: Raw -857585.355217 + Penalty 2903.355129 = -854682.000089
  nChanged 60
		SP:Iteration 18Q (143120.900000 sec): 3 clusters
  Score: Raw -857625.100124 + Penalty 2903.355129 = -854721.744995
  nChanged 38
		SP:Iteration 19Q (143121.090000 sec): 3 clusters
  Score: Raw -857648.532809 + Penalty 2903.355129 = -854745.177680
  nChanged 31
		SP:Iteration 20F (143121.320000 sec): 3 clusters
  Score: Raw -857665.757531 + Penalty 2903.355129 = -854762.402402
  nChanged 20
		SP:Iteration 21Q (143121.550000 sec): 3 clusters
  Score: Raw -857677.828961 + Penalty 2903.355129 = -854774.473832
  nChanged 17
		SP:Iteration 22Q (143121.740000 sec): 3 clusters
  Score: Raw -857690.848946 + Penalty 2903.355129 = -854787.493817
  nChanged 18
		SP:Iteration 23Q (143121.940000 sec): 3 clusters
  Score: Raw -857699.812901 + Penalty 2903.355129 = -854796.457772
  nChanged 12
		SP:Iteration 24Q (143122.160000 sec): 3 clusters
  Score: Raw -857705.942829 + Penalty 2903.355129 = -854802.587701
  nChanged 11
		SP:Iteration 25Q (143122.340000 sec): 3 clusters
  Score: Raw -857715.063059 + Penalty 2903.355129 = -854811.707930
  nChanged 20
		SP:Iteration 26Q (143122.560000 sec): 3 clusters
  Score: Raw -857728.296078 + Penalty 2903.355129 = -854824.940949
  nChanged 14
		SP:Iteration 27Q (143122.740000 sec): 3 clusters
  Score: Raw -857736.691956 + Penalty 2903.355129 = -854833.336827
  nChanged 10
		SP:Iteration 28Q (143122.940000 sec): 3 clusters
  Score: Raw -857743.880504 + Penalty 2903.355129 = -854840.525376
  nChanged 13
		SP:Iteration 29Q (143123.150000 sec): 3 clusters
  Score: Raw -857754.820284 + Penalty 2903.355129 = -854851.465156
  nChanged 15
		SP:Iteration 30Q (143123.350000 sec): 3 clusters
  Score: Raw -857764.856314 + Penalty 2903.355129 = -854861.501185
  nChanged 10
		SP:Iteration 31Q (143123.560000 sec): 3 clusters
  Score: Raw -857772.627819 + Penalty 2903.355129 = -854869.272690
  nChanged 6
		SP:Iteration 32Q (143123.810000 sec): 3 clusters
  Score: Raw -857776.462845 + Penalty 2903.355129 = -854873.107716
  nChanged 7
		SP:Iteration 33Q (143124.000000 sec): 3 clusters
  Score: Raw -857780.930388 + Penalty 2903.355129 = -854877.575259
  nChanged 5
		SP:Iteration 34Q (143124.190000 sec): 3 clusters
  Score: Raw -857785.234944 + Penalty 2903.355129 = -854881.879816
  nChanged 8
		SP:Iteration 35Q (143124.370000 sec): 3 clusters
  Score: Raw -857790.370803 + Penalty 2903.355129 = -854887.015674
  nChanged 9
		SP:Iteration 36Q (143124.570000 sec): 3 clusters
  Score: Raw -857794.864061 + Penalty 2903.355129 = -854891.508932
  nChanged 2
		SP:Iteration 37Q (143124.760000 sec): 3 clusters
  Score: Raw -857796.846309 + Penalty 2903.355129 = -854893.491180
  nChanged 2
		SP:Iteration 38Q (143124.990000 sec): 3 clusters
  Score: Raw -857798.332501 + Penalty 2903.355129 = -854894.977373
  nChanged 4
		SP:Iteration 39Q (143125.160000 sec): 3 clusters
  Score: Raw -857800.287940 + Penalty 2903.355129 = -854896.932811
  nChanged 2
		SP:Iteration 40F (143125.370000 sec): 3 clusters
  Score: Raw -857800.866324 + Penalty 2903.355129 = -854897.511196
  nChanged 1
		SP:Iteration 41Q (143125.560000 sec): 3 clusters
  Score: Raw -857801.440306 + Penalty 2903.355129 = -854898.085177
  nChanged 0
		SP:Iteration 42F (143125.790000 sec): 3 clusters
  Score: Raw -857801.440306 + Penalty 2903.355129 = -854898.085177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143125.860000 sec): 2 clusters
  Score: Raw -16850.265805 + Penalty 853.494432 = -15996.771373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143126.070000 sec): 3 clusters
  Score: Raw -17049.263105 + Penalty 1706.988864 = -15342.274241
  nChanged 36
		SP:Iteration 1F (143126.200000 sec): 3 clusters
  Score: Raw -17139.307367 + Penalty 1706.988864 = -15432.318502
  nChanged 7
		SP:Iteration 2Q (143126.390000 sec): 3 clusters
  Score: Raw -17159.447335 + Penalty 1706.988864 = -15452.458471
  nChanged 4
		SP:Iteration 3Q (143126.560000 sec): 3 clusters
  Score: Raw -17168.936640 + Penalty 1706.988864 = -15461.947776
  nChanged 1
		SP:Iteration 4Q (143126.740000 sec): 3 clusters
  Score: Raw -17171.656995 + Penalty 1706.988864 = -15464.668131
  nChanged 1
		SP:Iteration 5Q (143126.940000 sec): 3 clusters
  Score: Raw -17173.020341 + Penalty 1706.988864 = -15466.031477
  nChanged 0
		SP:Iteration 6F (143127.120000 sec): 3 clusters
  Score: Raw -17173.020341 + Penalty 1706.988864 = -15466.031477
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (2710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143127.220000 sec): 2 clusters
  Score: Raw -287867.472369 + Penalty 1284.514386 = -286582.957983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143127.390000 sec): 3 clusters
  Score: Raw -286614.727311 + Penalty 2569.028772 = -284045.698539
  nChanged 997
		SP:Iteration 1F (143127.530000 sec): 3 clusters
  Score: Raw -287221.192147 + Penalty 2569.028772 = -284652.163375
  nChanged 208
		SP:Iteration 2F (143127.700000 sec): 3 clusters
  Score: Raw -287374.615789 + Penalty 2569.028772 = -284805.587017
  nChanged 155
		SP:Iteration 3F (143127.870000 sec): 3 clusters
  Score: Raw -287478.120569 + Penalty 2569.028772 = -284909.091797
  nChanged 97
		SP:Iteration 4Q (143128.080000 sec): 3 clusters
  Score: Raw -287537.590545 + Penalty 2569.028772 = -284968.561773
  nChanged 89
		SP:Iteration 5Q (143128.230000 sec): 3 clusters
  Score: Raw -287591.974638 + Penalty 2569.028772 = -285022.945866
  nChanged 76
		SP:Iteration 6Q (143128.430000 sec): 3 clusters
  Score: Raw -287642.235066 + Penalty 2569.028772 = -285073.206294
  nChanged 60
		SP:Iteration 7Q (143128.610000 sec): 3 clusters
  Score: Raw -287689.532791 + Penalty 2569.028772 = -285120.504019
  nChanged 48
		SP:Iteration 8Q (143128.810000 sec): 3 clusters
  Score: Raw -287720.636534 + Penalty 2569.028772 = -285151.607762
  nChanged 49
		SP:Iteration 9Q (143128.950000 sec): 3 clusters
  Score: Raw -287760.909616 + Penalty 2569.028772 = -285191.880844
  nChanged 60
		SP:Iteration 10Q (143129.100000 sec): 3 clusters
  Score: Raw -287803.338653 + Penalty 2569.028772 = -285234.309881
  nChanged 60
		SP:Iteration 11Q (143129.280000 sec): 3 clusters
  Score: Raw -287858.486524 + Penalty 2569.028772 = -285289.457752
  nChanged 83
		SP:Iteration 12Q (143129.410000 sec): 3 clusters
  Score: Raw -287935.077043 + Penalty 2569.028772 = -285366.048271
  nChanged 95
		SP:Iteration 13Q (143129.520000 sec): 3 clusters
  Score: Raw -288038.900308 + Penalty 2569.028772 = -285469.871536
  nChanged 86
		SP:Iteration 14Q (143129.740000 sec): 3 clusters
  Score: Raw -288121.636190 + Penalty 2569.028772 = -285552.607418
  nChanged 82
		SP:Iteration 15Q (143129.890000 sec): 3 clusters
  Score: Raw -288195.200138 + Penalty 2569.028772 = -285626.171366
  nChanged 80
		SP:Iteration 16Q (143130.060000 sec): 3 clusters
  Score: Raw -288270.388461 + Penalty 2569.028772 = -285701.359689
  nChanged 72
		SP:Iteration 17Q (143130.260000 sec): 3 clusters
  Score: Raw -288344.589337 + Penalty 2569.028772 = -285775.560565
  nChanged 68
		SP:Iteration 18Q (143130.460000 sec): 3 clusters
  Score: Raw -288415.834120 + Penalty 2569.028772 = -285846.805348
  nChanged 69
		SP:Iteration 19Q (143130.640000 sec): 3 clusters
  Score: Raw -288487.524924 + Penalty 2569.028772 = -285918.496152
  nChanged 66
		SP:Iteration 20F (143130.780000 sec): 3 clusters
  Score: Raw -288539.160939 + Penalty 2569.028772 = -285970.132167
  nChanged 47
		SP:Iteration 21Q (143130.970000 sec): 3 clusters
  Score: Raw -288566.976682 + Penalty 2569.028772 = -285997.947910
  nChanged 36
		SP:Iteration 22Q (143131.140000 sec): 3 clusters
  Score: Raw -288585.128195 + Penalty 2569.028772 = -286016.099423
  nChanged 29
		SP:Iteration 23Q (143131.350000 sec): 3 clusters
  Score: Raw -288601.500804 + Penalty 2569.028772 = -286032.472032
  nChanged 23
		SP:Iteration 24Q (143131.520000 sec): 3 clusters
  Score: Raw -288611.962910 + Penalty 2569.028772 = -286042.934138
  nChanged 17
		SP:Iteration 25Q (143131.700000 sec): 3 clusters
  Score: Raw -288617.790646 + Penalty 2569.028772 = -286048.761874
  nChanged 8
		SP:Iteration 26Q (143131.850000 sec): 3 clusters
  Score: Raw -288620.221469 + Penalty 2569.028772 = -286051.192697
  nChanged 3
		SP:Iteration 27Q (143132.030000 sec): 3 clusters
  Score: Raw -288621.183220 + Penalty 2569.028772 = -286052.154448
  nChanged 3
		SP:Iteration 28Q (143132.160000 sec): 3 clusters
  Score: Raw -288622.080541 + Penalty 2569.028772 = -286053.051769
  nChanged 1
		SP:Iteration 29Q (143132.330000 sec): 3 clusters
  Score: Raw -288622.321686 + Penalty 2569.028772 = -286053.292914
  nChanged 0
		SP:Iteration 30F (143132.530000 sec): 3 clusters
  Score: Raw -288622.321686 + Penalty 2569.028772 = -286053.292914
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (14147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143132.660000 sec): 2 clusters
  Score: Raw -1708450.164039 + Penalty 1553.054403 = -1706897.109636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143132.920000 sec): 3 clusters
  Score: Raw -1700098.909662 + Penalty 3106.108807 = -1696992.800856
  nChanged 6251
		SP:Iteration 1F (143133.130000 sec): 3 clusters
  Score: Raw -1703433.191182 + Penalty 3106.108807 = -1700327.082375
  nChanged 646
		SP:Iteration 2Q (143133.340000 sec): 3 clusters
  Score: Raw -1703649.067822 + Penalty 3106.108807 = -1700542.959015
  nChanged 577
		SP:Iteration 3Q (143133.580000 sec): 3 clusters
  Score: Raw -1703824.440137 + Penalty 3106.108807 = -1700718.331330
  nChanged 513
		SP:Iteration 4Q (143133.820000 sec): 3 clusters
  Score: Raw -1704000.921431 + Penalty 3106.108807 = -1700894.812625
  nChanged 499
		SP:Iteration 5Q (143134.060000 sec): 3 clusters
  Score: Raw -1704192.345676 + Penalty 3106.108807 = -1701086.236870
  nChanged 562
		SP:Iteration 6Q (143134.320000 sec): 3 clusters
  Score: Raw -1704447.436953 + Penalty 3106.108807 = -1701341.328147
  nChanged 665
		SP:Iteration 7Q (143134.590000 sec): 3 clusters
  Score: Raw -1704841.275421 + Penalty 3106.108807 = -1701735.166614
  nChanged 805
		SP:Iteration 8F (143134.780000 sec): 3 clusters
  Score: Raw -1705412.487834 + Penalty 3106.108807 = -1702306.379028
  nChanged 942
		SP:Iteration 9F (143134.960000 sec): 3 clusters
  Score: Raw -1706174.778498 + Penalty 3106.108807 = -1703068.669692
  nChanged 929
		SP:Iteration 10F (143135.180000 sec): 3 clusters
  Score: Raw -1706991.606757 + Penalty 3106.108807 = -1703885.497950
  nChanged 741
		SP:Iteration 11F (143135.390000 sec): 3 clusters
  Score: Raw -1707664.680349 + Penalty 3106.108807 = -1704558.571542
  nChanged 469
		SP:Iteration 12Q (143135.620000 sec): 3 clusters
  Score: Raw -1708105.461476 + Penalty 3106.108807 = -1704999.352669
  nChanged 232
		SP:Iteration 13Q (143135.840000 sec): 3 clusters
  Score: Raw -1708337.898811 + Penalty 3106.108807 = -1705231.790004
  nChanged 113
		SP:Iteration 14Q (143136.020000 sec): 3 clusters
  Score: Raw -1708479.139832 + Penalty 3106.108807 = -1705373.031026
  nChanged 51
		SP:Iteration 15Q (143136.250000 sec): 3 clusters
  Score: Raw -1708547.561597 + Penalty 3106.108807 = -1705441.452790
  nChanged 23
		SP:Iteration 16Q (143136.450000 sec): 3 clusters
  Score: Raw -1708582.473554 + Penalty 3106.108807 = -1705476.364747
  nChanged 9
		SP:Iteration 17Q (143136.710000 sec): 3 clusters
  Score: Raw -1708595.951067 + Penalty 3106.108807 = -1705489.842260
  nChanged 5
		SP:Iteration 18Q (143136.980000 sec): 3 clusters
  Score: Raw -1708602.620677 + Penalty 3106.108807 = -1705496.511870
  nChanged 6
		SP:Iteration 19Q (143137.200000 sec): 3 clusters
  Score: Raw -1708614.351357 + Penalty 3106.108807 = -1705508.242550
  nChanged 5
		SP:Iteration 20F (143137.460000 sec): 3 clusters
  Score: Raw -1708623.870307 + Penalty 3106.108807 = -1705517.761500
  nChanged 5
		SP:Iteration 21Q (143137.640000 sec): 3 clusters
  Score: Raw -1708627.909813 + Penalty 3106.108807 = -1705521.801006
  nChanged 2
		SP:Iteration 22Q (143137.940000 sec): 3 clusters
  Score: Raw -1708630.687152 + Penalty 3106.108807 = -1705524.578346
  nChanged 0
		SP:Iteration 23F (143138.170000 sec): 3 clusters
  Score: Raw -1708630.687152 + Penalty 3106.108807 = -1705524.578346
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143138.260000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143138.430000 sec): 3 clusters
  Score: Raw -55839.300386 + Penalty 2028.089650 = -53811.210736
  nChanged 120
		SP:Iteration 1F (143138.590000 sec): 3 clusters
  Score: Raw -55998.001773 + Penalty 2028.089650 = -53969.912124
  nChanged 32
		SP:Iteration 2F (143138.770000 sec): 3 clusters
  Score: Raw -56051.110423 + Penalty 2028.089650 = -54023.020773
  nChanged 16
		SP:Iteration 3Q (143138.960000 sec): 3 clusters
  Score: Raw -56068.363938 + Penalty 2028.089650 = -54040.274288
  nChanged 5
		SP:Iteration 4Q (143139.120000 sec): 3 clusters
  Score: Raw -56074.619492 + Penalty 2028.089650 = -54046.529843
  nChanged 3
		SP:Iteration 5Q (143139.330000 sec): 3 clusters
  Score: Raw -56078.146465 + Penalty 2028.089650 = -54050.056816
  nChanged 1
		SP:Iteration 6Q (143139.480000 sec): 3 clusters
  Score: Raw -56081.944886 + Penalty 2028.089650 = -54053.855236
  nChanged 4
		SP:Iteration 7Q (143139.710000 sec): 3 clusters
  Score: Raw -56090.342764 + Penalty 2028.089650 = -54062.253114
  nChanged 2
		SP:Iteration 8Q (143139.910000 sec): 3 clusters
  Score: Raw -56091.363146 + Penalty 2028.089650 = -54063.273496
  nChanged 0
		SP:Iteration 9F (143140.050000 sec): 3 clusters
  Score: Raw -56091.363146 + Penalty 2028.089650 = -54063.273496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143140.180000 sec): 2 clusters
  Score: Raw -1183611.971154 + Penalty 1514.310845 = -1182097.660309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143140.460000 sec): 3 clusters
  Score: Raw -1177311.110923 + Penalty 3028.621690 = -1174282.489234
  nChanged 4798
		SP:Iteration 1F (143140.670000 sec): 3 clusters
  Score: Raw -1180049.355233 + Penalty 3028.621690 = -1177020.733543
  nChanged 744
		SP:Iteration 2F (143140.870000 sec): 3 clusters
  Score: Raw -1180396.701956 + Penalty 3028.621690 = -1177368.080266
  nChanged 560
		SP:Iteration 3F (143141.080000 sec): 3 clusters
  Score: Raw -1180683.305536 + Penalty 3028.621690 = -1177654.683846
  nChanged 515
		SP:Iteration 4Q (143141.300000 sec): 3 clusters
  Score: Raw -1180948.918042 + Penalty 3028.621690 = -1177920.296352
  nChanged 486
		SP:Iteration 5Q (143141.530000 sec): 3 clusters
  Score: Raw -1181214.086135 + Penalty 3028.621690 = -1178185.464446
  nChanged 483
		SP:Iteration 6Q (143141.710000 sec): 3 clusters
  Score: Raw -1181480.490491 + Penalty 3028.621690 = -1178451.868802
  nChanged 443
		SP:Iteration 7Q (143141.980000 sec): 3 clusters
  Score: Raw -1181727.774687 + Penalty 3028.621690 = -1178699.152997
  nChanged 435
		SP:Iteration 8Q (143142.170000 sec): 3 clusters
  Score: Raw -1181952.618074 + Penalty 3028.621690 = -1178923.996384
  nChanged 387
		SP:Iteration 9Q (143142.420000 sec): 3 clusters
  Score: Raw -1182129.595691 + Penalty 3028.621690 = -1179100.974001
  nChanged 340
		SP:Iteration 10Q (143142.630000 sec): 3 clusters
  Score: Raw -1182271.680508 + Penalty 3028.621690 = -1179243.058818
  nChanged 302
		SP:Iteration 11Q (143142.840000 sec): 3 clusters
  Score: Raw -1182407.977578 + Penalty 3028.621690 = -1179379.355888
  nChanged 272
		SP:Iteration 12Q (143143.060000 sec): 3 clusters
  Score: Raw -1182522.405832 + Penalty 3028.621690 = -1179493.784143
  nChanged 269
		SP:Iteration 13Q (143143.270000 sec): 3 clusters
  Score: Raw -1182635.056852 + Penalty 3028.621690 = -1179606.435162
  nChanged 245
		SP:Iteration 14Q (143143.510000 sec): 3 clusters
  Score: Raw -1182745.451472 + Penalty 3028.621690 = -1179716.829783
  nChanged 236
		SP:Iteration 15Q (143143.720000 sec): 3 clusters
  Score: Raw -1182874.089660 + Penalty 3028.621690 = -1179845.467970
  nChanged 267
		SP:Iteration 16Q (143143.960000 sec): 3 clusters
  Score: Raw -1183036.131432 + Penalty 3028.621690 = -1180007.509742
  nChanged 287
		SP:Iteration 17Q (143144.190000 sec): 3 clusters
  Score: Raw -1183219.867599 + Penalty 3028.621690 = -1180191.245910
  nChanged 267
		SP:Iteration 18Q (143144.420000 sec): 3 clusters
  Score: Raw -1183367.359794 + Penalty 3028.621690 = -1180338.738104
  nChanged 231
		SP:Iteration 19Q (143144.630000 sec): 3 clusters
  Score: Raw -1183486.489265 + Penalty 3028.621690 = -1180457.867575
  nChanged 185
		SP:Iteration 20F (143144.820000 sec): 3 clusters
  Score: Raw -1183579.559073 + Penalty 3028.621690 = -1180550.937384
  nChanged 167
		SP:Iteration 21Q (143145.020000 sec): 3 clusters
  Score: Raw -1183659.199639 + Penalty 3028.621690 = -1180630.577949
  nChanged 138
		SP:Iteration 22Q (143145.220000 sec): 3 clusters
  Score: Raw -1183707.169216 + Penalty 3028.621690 = -1180678.547527
  nChanged 112
		SP:Iteration 23Q (143145.480000 sec): 3 clusters
  Score: Raw -1183737.355522 + Penalty 3028.621690 = -1180708.733833
  nChanged 82
		SP:Iteration 24Q (143145.690000 sec): 3 clusters
  Score: Raw -1183758.205768 + Penalty 3028.621690 = -1180729.584078
  nChanged 61
		SP:Iteration 25Q (143145.910000 sec): 3 clusters
  Score: Raw -1183771.425911 + Penalty 3028.621690 = -1180742.804221
  nChanged 54
		SP:Iteration 26Q (143146.090000 sec): 3 clusters
  Score: Raw -1183782.282646 + Penalty 3028.621690 = -1180753.660956
  nChanged 50
		SP:Iteration 27Q (143146.300000 sec): 3 clusters
  Score: Raw -1183791.673050 + Penalty 3028.621690 = -1180763.051361
  nChanged 44
		SP:Iteration 28Q (143146.510000 sec): 3 clusters
  Score: Raw -1183798.649436 + Penalty 3028.621690 = -1180770.027746
  nChanged 44
		SP:Iteration 29Q (143146.730000 sec): 3 clusters
  Score: Raw -1183806.613216 + Penalty 3028.621690 = -1180777.991526
  nChanged 44
		SP:Iteration 30Q (143146.990000 sec): 3 clusters
  Score: Raw -1183814.600996 + Penalty 3028.621690 = -1180785.979306
  nChanged 37
		SP:Iteration 31Q (143147.220000 sec): 3 clusters
  Score: Raw -1183823.340844 + Penalty 3028.621690 = -1180794.719155
  nChanged 43
		SP:Iteration 32Q (143147.460000 sec): 3 clusters
  Score: Raw -1183833.092681 + Penalty 3028.621690 = -1180804.470991
  nChanged 54
		SP:Iteration 33Q (143147.700000 sec): 3 clusters
  Score: Raw -1183844.799954 + Penalty 3028.621690 = -1180816.178264
  nChanged 58
		SP:Iteration 34Q (143147.920000 sec): 3 clusters
  Score: Raw -1183858.766534 + Penalty 3028.621690 = -1180830.144845
  nChanged 62
		SP:Iteration 35Q (143148.140000 sec): 3 clusters
  Score: Raw -1183872.480304 + Penalty 3028.621690 = -1180843.858615
  nChanged 51
		SP:Iteration 36Q (143148.360000 sec): 3 clusters
  Score: Raw -1183882.305205 + Penalty 3028.621690 = -1180853.683516
  nChanged 41
		SP:Iteration 37Q (143148.560000 sec): 3 clusters
  Score: Raw -1183890.351890 + Penalty 3028.621690 = -1180861.730201
  nChanged 43
		SP:Iteration 38Q (143148.790000 sec): 3 clusters
  Score: Raw -1183901.339532 + Penalty 3028.621690 = -1180872.717842
  nChanged 47
		SP:Iteration 39Q (143148.970000 sec): 3 clusters
  Score: Raw -1183909.416020 + Penalty 3028.621690 = -1180880.794331
  nChanged 39
		SP:Iteration 40F (143149.220000 sec): 3 clusters
  Score: Raw -1183918.417772 + Penalty 3028.621690 = -1180889.796083
  nChanged 38
		SP:Iteration 41Q (143149.390000 sec): 3 clusters
  Score: Raw -1183925.881813 + Penalty 3028.621690 = -1180897.260123
  nChanged 39
		SP:Iteration 42Q (143149.630000 sec): 3 clusters
  Score: Raw -1183933.114813 + Penalty 3028.621690 = -1180904.493124
  nChanged 47
		SP:Iteration 43Q (143149.810000 sec): 3 clusters
  Score: Raw -1183940.655420 + Penalty 3028.621690 = -1180912.033730
  nChanged 41
		SP:Iteration 44Q (143150.030000 sec): 3 clusters
  Score: Raw -1183948.551678 + Penalty 3028.621690 = -1180919.929989
  nChanged 34
		SP:Iteration 45Q (143150.230000 sec): 3 clusters
  Score: Raw -1183953.747737 + Penalty 3028.621690 = -1180925.126048
  nChanged 19
		SP:Iteration 46Q (143150.440000 sec): 3 clusters
  Score: Raw -1183956.675795 + Penalty 3028.621690 = -1180928.054105
  nChanged 18
		SP:Iteration 47Q (143150.650000 sec): 3 clusters
  Score: Raw -1183959.254385 + Penalty 3028.621690 = -1180930.632695
  nChanged 19
		SP:Iteration 48Q (143150.860000 sec): 3 clusters
  Score: Raw -1183961.123429 + Penalty 3028.621690 = -1180932.501740
  nChanged 12
		SP:Iteration 49Q (143151.100000 sec): 3 clusters
  Score: Raw -1183962.603803 + Penalty 3028.621690 = -1180933.982114
  nChanged 13
		SP:Iteration 50Q (143151.310000 sec): 3 clusters
  Score: Raw -1183964.039394 + Penalty 3028.621690 = -1180935.417704
  nChanged 15
		SP:Iteration 51Q (143151.550000 sec): 3 clusters
  Score: Raw -1183966.860543 + Penalty 3028.621690 = -1180938.238853
  nChanged 24
		SP:Iteration 52Q (143151.750000 sec): 3 clusters
  Score: Raw -1183971.932203 + Penalty 3028.621690 = -1180943.310513
  nChanged 22
		SP:Iteration 53Q (143151.950000 sec): 3 clusters
  Score: Raw -1183976.780304 + Penalty 3028.621690 = -1180948.158614
  nChanged 22
		SP:Iteration 54Q (143152.180000 sec): 3 clusters
  Score: Raw -1183981.755066 + Penalty 3028.621690 = -1180953.133377
  nChanged 25
		SP:Iteration 55Q (143152.390000 sec): 3 clusters
  Score: Raw -1183985.383903 + Penalty 3028.621690 = -1180956.762213
  nChanged 23
		SP:Iteration 56Q (143152.600000 sec): 3 clusters
  Score: Raw -1183988.685966 + Penalty 3028.621690 = -1180960.064276
  nChanged 24
		SP:Iteration 57Q (143152.870000 sec): 3 clusters
  Score: Raw -1183991.291118 + Penalty 3028.621690 = -1180962.669428
  nChanged 17
		SP:Iteration 58Q (143153.100000 sec): 3 clusters
  Score: Raw -1183993.249644 + Penalty 3028.621690 = -1180964.627954
  nChanged 10
		SP:Iteration 59Q (143153.310000 sec): 3 clusters
  Score: Raw -1183994.294600 + Penalty 3028.621690 = -1180965.672910
  nChanged 6
		SP:Iteration 60F (143153.560000 sec): 3 clusters
  Score: Raw -1183995.105102 + Penalty 3028.621690 = -1180966.483412
  nChanged 9
		SP:Iteration 61Q (143153.760000 sec): 3 clusters
  Score: Raw -1183995.816994 + Penalty 3028.621690 = -1180967.195304
  nChanged 5
		SP:Iteration 62Q (143153.970000 sec): 3 clusters
  Score: Raw -1183996.497076 + Penalty 3028.621690 = -1180967.875386
  nChanged 4
		SP:Iteration 63Q (143154.210000 sec): 3 clusters
  Score: Raw -1183996.819944 + Penalty 3028.621690 = -1180968.198254
  nChanged 5
		SP:Iteration 64Q (143154.440000 sec): 3 clusters
  Score: Raw -1183997.786679 + Penalty 3028.621690 = -1180969.164989
  nChanged 11
		SP:Iteration 65Q (143154.690000 sec): 3 clusters
  Score: Raw -1183999.166610 + Penalty 3028.621690 = -1180970.544920
  nChanged 9
		SP:Iteration 66Q (143154.890000 sec): 3 clusters
  Score: Raw -1183999.960441 + Penalty 3028.621690 = -1180971.338751
  nChanged 8
		SP:Iteration 67Q (143155.140000 sec): 3 clusters
  Score: Raw -1184000.829186 + Penalty 3028.621690 = -1180972.207496
  nChanged 13
		SP:Iteration 68Q (143155.370000 sec): 3 clusters
  Score: Raw -1184002.428610 + Penalty 3028.621690 = -1180973.806920
  nChanged 14
		SP:Iteration 69Q (143155.550000 sec): 3 clusters
  Score: Raw -1184004.902559 + Penalty 3028.621690 = -1180976.280869
  nChanged 16
		SP:Iteration 70Q (143155.810000 sec): 3 clusters
  Score: Raw -1184006.559377 + Penalty 3028.621690 = -1180977.937688
  nChanged 12
		SP:Iteration 71Q (143155.990000 sec): 3 clusters
  Score: Raw -1184008.094170 + Penalty 3028.621690 = -1180979.472480
  nChanged 10
		SP:Iteration 72Q (143156.220000 sec): 3 clusters
  Score: Raw -1184009.218413 + Penalty 3028.621690 = -1180980.596723
  nChanged 6
		SP:Iteration 73Q (143156.430000 sec): 3 clusters
  Score: Raw -1184010.194012 + Penalty 3028.621690 = -1180981.572322
  nChanged 10
		SP:Iteration 74Q (143156.660000 sec): 3 clusters
  Score: Raw -1184010.980890 + Penalty 3028.621690 = -1180982.359200
  nChanged 5
		SP:Iteration 75Q (143156.890000 sec): 3 clusters
  Score: Raw -1184011.425277 + Penalty 3028.621690 = -1180982.803587
  nChanged 4
		SP:Iteration 76Q (143157.140000 sec): 3 clusters
  Score: Raw -1184011.680143 + Penalty 3028.621690 = -1180983.058454
  nChanged 0
		SP:Iteration 77F (143157.360000 sec): 3 clusters
  Score: Raw -1184011.680143 + Penalty 3028.621690 = -1180983.058454
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (12912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143157.510000 sec): 2 clusters
  Score: Raw -1416651.241294 + Penalty 1538.210763 = -1415113.030531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143157.770000 sec): 3 clusters
  Score: Raw -1409114.101288 + Penalty 3076.421527 = -1406037.679761
  nChanged 5674
		SP:Iteration 1F (143158.010000 sec): 3 clusters
  Score: Raw -1412147.995541 + Penalty 3076.421527 = -1409071.574014
  nChanged 728
		SP:Iteration 2F (143158.220000 sec): 3 clusters
  Score: Raw -1412433.328423 + Penalty 3076.421527 = -1409356.906897
  nChanged 641
		SP:Iteration 3Q (143158.500000 sec): 3 clusters
  Score: Raw -1412669.249035 + Penalty 3076.421527 = -1409592.827508
  nChanged 513
		SP:Iteration 4Q (143158.780000 sec): 3 clusters
  Score: Raw -1412835.404866 + Penalty 3076.421527 = -1409758.983340
  nChanged 435
		SP:Iteration 5Q (143158.970000 sec): 3 clusters
  Score: Raw -1412992.127182 + Penalty 3076.421527 = -1409915.705655
  nChanged 403
		SP:Iteration 6Q (143159.200000 sec): 3 clusters
  Score: Raw -1413144.462461 + Penalty 3076.421527 = -1410068.040934
  nChanged 380
		SP:Iteration 7Q (143159.460000 sec): 3 clusters
  Score: Raw -1413293.512461 + Penalty 3076.421527 = -1410217.090934
  nChanged 381
		SP:Iteration 8Q (143159.680000 sec): 3 clusters
  Score: Raw -1413462.081677 + Penalty 3076.421527 = -1410385.660150
  nChanged 405
		SP:Iteration 9Q (143159.930000 sec): 3 clusters
  Score: Raw -1413670.817246 + Penalty 3076.421527 = -1410594.395719
  nChanged 452
		SP:Iteration 10Q (143160.160000 sec): 3 clusters
  Score: Raw -1413922.786179 + Penalty 3076.421527 = -1410846.364652
  nChanged 493
		SP:Iteration 11Q (143160.410000 sec): 3 clusters
  Score: Raw -1414231.340779 + Penalty 3076.421527 = -1411154.919252
  nChanged 508
		SP:Iteration 12Q (143160.620000 sec): 3 clusters
  Score: Raw -1414587.162070 + Penalty 3076.421527 = -1411510.740543
  nChanged 523
		SP:Iteration 13Q (143160.850000 sec): 3 clusters
  Score: Raw -1414952.654602 + Penalty 3076.421527 = -1411876.233075
  nChanged 471
		SP:Iteration 14Q (143161.120000 sec): 3 clusters
  Score: Raw -1415270.925598 + Penalty 3076.421527 = -1412194.504071
  nChanged 401
		SP:Iteration 15Q (143161.350000 sec): 3 clusters
  Score: Raw -1415567.518048 + Penalty 3076.421527 = -1412491.096521
  nChanged 375
		SP:Iteration 16Q (143161.550000 sec): 3 clusters
  Score: Raw -1415844.588491 + Penalty 3076.421527 = -1412768.166965
  nChanged 338
		SP:Iteration 17Q (143161.760000 sec): 3 clusters
  Score: Raw -1416095.382878 + Penalty 3076.421527 = -1413018.961351
  nChanged 277
		SP:Iteration 18Q (143161.980000 sec): 3 clusters
  Score: Raw -1416297.500802 + Penalty 3076.421527 = -1413221.079275
  nChanged 216
		SP:Iteration 19Q (143162.190000 sec): 3 clusters
  Score: Raw -1416449.824599 + Penalty 3076.421527 = -1413373.403072
  nChanged 188
		SP:Iteration 20F (143162.440000 sec): 3 clusters
  Score: Raw -1416576.488716 + Penalty 3076.421527 = -1413500.067189
  nChanged 167
		SP:Iteration 21Q (143162.650000 sec): 3 clusters
  Score: Raw -1416690.794912 + Penalty 3076.421527 = -1413614.373385
  nChanged 128
		SP:Iteration 22Q (143162.870000 sec): 3 clusters
  Score: Raw -1416778.264794 + Penalty 3076.421527 = -1413701.843267
  nChanged 107
		SP:Iteration 23Q (143163.110000 sec): 3 clusters
  Score: Raw -1416845.519770 + Penalty 3076.421527 = -1413769.098243
  nChanged 81
		SP:Iteration 24Q (143163.320000 sec): 3 clusters
  Score: Raw -1416900.142761 + Penalty 3076.421527 = -1413823.721234
  nChanged 69
		SP:Iteration 25Q (143163.540000 sec): 3 clusters
  Score: Raw -1416947.377978 + Penalty 3076.421527 = -1413870.956451
  nChanged 50
		SP:Iteration 26Q (143163.770000 sec): 3 clusters
  Score: Raw -1416977.178149 + Penalty 3076.421527 = -1413900.756622
  nChanged 28
		SP:Iteration 27Q (143163.980000 sec): 3 clusters
  Score: Raw -1416990.523911 + Penalty 3076.421527 = -1413914.102384
  nChanged 27
		SP:Iteration 28Q (143164.190000 sec): 3 clusters
  Score: Raw -1417004.364151 + Penalty 3076.421527 = -1413927.942624
  nChanged 22
		SP:Iteration 29Q (143164.400000 sec): 3 clusters
  Score: Raw -1417014.081163 + Penalty 3076.421527 = -1413937.659636
  nChanged 17
		SP:Iteration 30Q (143164.640000 sec): 3 clusters
  Score: Raw -1417020.878001 + Penalty 3076.421527 = -1413944.456474
  nChanged 11
		SP:Iteration 31Q (143164.850000 sec): 3 clusters
  Score: Raw -1417026.660744 + Penalty 3076.421527 = -1413950.239217
  nChanged 8
		SP:Iteration 32Q (143165.060000 sec): 3 clusters
  Score: Raw -1417030.629616 + Penalty 3076.421527 = -1413954.208089
  nChanged 5
		SP:Iteration 33Q (143165.320000 sec): 3 clusters
  Score: Raw -1417032.552202 + Penalty 3076.421527 = -1413956.130675
  nChanged 3
		SP:Iteration 34Q (143165.530000 sec): 3 clusters
  Score: Raw -1417034.383361 + Penalty 3076.421527 = -1413957.961834
  nChanged 3
		SP:Iteration 35Q (143165.770000 sec): 3 clusters
  Score: Raw -1417035.278190 + Penalty 3076.421527 = -1413958.856663
  nChanged 0
		SP:Iteration 36F (143165.970000 sec): 3 clusters
  Score: Raw -1417035.278190 + Penalty 3076.421527 = -1413958.856663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143166.080000 sec): 2 clusters
  Score: Raw -406625.704273 + Penalty 1335.684261 = -405290.020012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143166.270000 sec): 3 clusters
  Score: Raw -404782.363443 + Penalty 2671.368523 = -402110.994920
  nChanged 1454
		SP:Iteration 1F (143166.470000 sec): 3 clusters
  Score: Raw -405583.489102 + Penalty 2671.368523 = -402912.120580
  nChanged 298
		SP:Iteration 2F (143166.660000 sec): 3 clusters
  Score: Raw -405759.221925 + Penalty 2671.368523 = -403087.853402
  nChanged 197
		SP:Iteration 3F (143166.830000 sec): 3 clusters
  Score: Raw -405863.056630 + Penalty 2671.368523 = -403191.688107
  nChanged 155
		SP:Iteration 4Q (143167.010000 sec): 3 clusters
  Score: Raw -405936.746510 + Penalty 2671.368523 = -403265.377988
  nChanged 117
		SP:Iteration 5Q (143167.200000 sec): 3 clusters
  Score: Raw -405987.608004 + Penalty 2671.368523 = -403316.239481
  nChanged 88
		SP:Iteration 6Q (143167.350000 sec): 3 clusters
  Score: Raw -406019.211684 + Penalty 2671.368523 = -403347.843162
  nChanged 63
		SP:Iteration 7Q (143167.550000 sec): 3 clusters
  Score: Raw -406042.113994 + Penalty 2671.368523 = -403370.745472
  nChanged 61
		SP:Iteration 8Q (143167.710000 sec): 3 clusters
  Score: Raw -406067.507872 + Penalty 2671.368523 = -403396.139350
  nChanged 73
		SP:Iteration 9Q (143167.870000 sec): 3 clusters
  Score: Raw -406099.009166 + Penalty 2671.368523 = -403427.640644
  nChanged 58
		SP:Iteration 10Q (143168.070000 sec): 3 clusters
  Score: Raw -406122.552278 + Penalty 2671.368523 = -403451.183755
  nChanged 61
		SP:Iteration 11Q (143168.240000 sec): 3 clusters
  Score: Raw -406145.613874 + Penalty 2671.368523 = -403474.245352
  nChanged 61
		SP:Iteration 12Q (143168.390000 sec): 3 clusters
  Score: Raw -406166.423394 + Penalty 2671.368523 = -403495.054872
  nChanged 61
		SP:Iteration 13Q (143168.590000 sec): 3 clusters
  Score: Raw -406194.322335 + Penalty 2671.368523 = -403522.953813
  nChanged 70
		SP:Iteration 14Q (143168.750000 sec): 3 clusters
  Score: Raw -406223.788169 + Penalty 2671.368523 = -403552.419646
  nChanged 65
		SP:Iteration 15Q (143168.930000 sec): 3 clusters
  Score: Raw -406250.783109 + Penalty 2671.368523 = -403579.414586
  nChanged 69
		SP:Iteration 16Q (143169.110000 sec): 3 clusters
  Score: Raw -406282.120391 + Penalty 2671.368523 = -403610.751869
  nChanged 66
		SP:Iteration 17Q (143169.270000 sec): 3 clusters
  Score: Raw -406313.015352 + Penalty 2671.368523 = -403641.646830
  nChanged 69
		SP:Iteration 18Q (143169.460000 sec): 3 clusters
  Score: Raw -406350.297438 + Penalty 2671.368523 = -403678.928915
  nChanged 72
		SP:Iteration 19Q (143169.660000 sec): 3 clusters
  Score: Raw -406393.295597 + Penalty 2671.368523 = -403721.927074
  nChanged 72
		SP:Iteration 20F (143169.810000 sec): 3 clusters
  Score: Raw -406439.858698 + Penalty 2671.368523 = -403768.490175
  nChanged 71
		SP:Iteration 21Q (143170.040000 sec): 3 clusters
  Score: Raw -406485.046890 + Penalty 2671.368523 = -403813.678368
  nChanged 71
		SP:Iteration 22Q (143170.220000 sec): 3 clusters
  Score: Raw -406528.230396 + Penalty 2671.368523 = -403856.861873
  nChanged 71
		SP:Iteration 23Q (143170.390000 sec): 3 clusters
  Score: Raw -406564.995308 + Penalty 2671.368523 = -403893.626785
  nChanged 40
		SP:Iteration 24Q (143170.580000 sec): 3 clusters
  Score: Raw -406582.937927 + Penalty 2671.368523 = -403911.569405
  nChanged 35
		SP:Iteration 25Q (143170.750000 sec): 3 clusters
  Score: Raw -406605.675056 + Penalty 2671.368523 = -403934.306534
  nChanged 36
		SP:Iteration 26Q (143170.960000 sec): 3 clusters
  Score: Raw -406631.035922 + Penalty 2671.368523 = -403959.667399
  nChanged 35
		SP:Iteration 27Q (143171.130000 sec): 3 clusters
  Score: Raw -406653.344511 + Penalty 2671.368523 = -403981.975989
  nChanged 24
		SP:Iteration 28Q (143171.340000 sec): 3 clusters
  Score: Raw -406667.665351 + Penalty 2671.368523 = -403996.296828
  nChanged 21
		SP:Iteration 29Q (143171.500000 sec): 3 clusters
  Score: Raw -406682.250803 + Penalty 2671.368523 = -404010.882280
  nChanged 19
		SP:Iteration 30Q (143171.680000 sec): 3 clusters
  Score: Raw -406697.719951 + Penalty 2671.368523 = -404026.351429
  nChanged 18
		SP:Iteration 31Q (143171.880000 sec): 3 clusters
  Score: Raw -406711.921550 + Penalty 2671.368523 = -404040.553027
  nChanged 17
		SP:Iteration 32Q (143172.070000 sec): 3 clusters
  Score: Raw -406726.378139 + Penalty 2671.368523 = -404055.009616
  nChanged 12
		SP:Iteration 33Q (143172.240000 sec): 3 clusters
  Score: Raw -406733.734956 + Penalty 2671.368523 = -404062.366433
  nChanged 12
		SP:Iteration 34Q (143172.430000 sec): 3 clusters
  Score: Raw -406740.821088 + Penalty 2671.368523 = -404069.452565
  nChanged 5
		SP:Iteration 35Q (143172.570000 sec): 3 clusters
  Score: Raw -406744.618864 + Penalty 2671.368523 = -404073.250342
  nChanged 5
		SP:Iteration 36Q (143172.730000 sec): 3 clusters
  Score: Raw -406747.469829 + Penalty 2671.368523 = -404076.101307
  nChanged 5
		SP:Iteration 37Q (143172.950000 sec): 3 clusters
  Score: Raw -406749.476086 + Penalty 2671.368523 = -404078.107564
  nChanged 4
		SP:Iteration 38Q (143173.120000 sec): 3 clusters
  Score: Raw -406752.338851 + Penalty 2671.368523 = -404080.970328
  nChanged 5
		SP:Iteration 39Q (143173.310000 sec): 3 clusters
  Score: Raw -406755.191825 + Penalty 2671.368523 = -404083.823302
  nChanged 2
		SP:Iteration 40F (143173.450000 sec): 3 clusters
  Score: Raw -406755.943761 + Penalty 2671.368523 = -404084.575238
  nChanged 1
		SP:Iteration 41Q (143173.660000 sec): 3 clusters
  Score: Raw -406756.651901 + Penalty 2671.368523 = -404085.283378
  nChanged 0
		SP:Iteration 42F (143173.840000 sec): 3 clusters
  Score: Raw -406756.651901 + Penalty 2671.368523 = -404085.283378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143173.900000 sec): 2 clusters
  Score: Raw -479351.833856 + Penalty 1367.247485 = -477984.586370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143174.050000 sec): 3 clusters
  Score: Raw -477023.006347 + Penalty 2734.494970 = -474288.511377
  nChanged 1799
		SP:Iteration 1F (143174.230000 sec): 3 clusters
  Score: Raw -478047.251229 + Penalty 2734.494970 = -475312.756258
  nChanged 336
		SP:Iteration 2F (143174.360000 sec): 3 clusters
  Score: Raw -478244.333170 + Penalty 2734.494970 = -475509.838200
  nChanged 236
		SP:Iteration 3F (143174.560000 sec): 3 clusters
  Score: Raw -478376.897596 + Penalty 2734.494970 = -475642.402626
  nChanged 193
		SP:Iteration 4Q (143174.760000 sec): 3 clusters
  Score: Raw -478487.776981 + Penalty 2734.494970 = -475753.282011
  nChanged 185
		SP:Iteration 5Q (143174.940000 sec): 3 clusters
  Score: Raw -478596.417897 + Penalty 2734.494970 = -475861.922927
  nChanged 166
		SP:Iteration 6Q (143175.070000 sec): 3 clusters
  Score: Raw -478693.411847 + Penalty 2734.494970 = -475958.916877
  nChanged 153
		SP:Iteration 7Q (143175.240000 sec): 3 clusters
  Score: Raw -478786.703366 + Penalty 2734.494970 = -476052.208395
  nChanged 140
		SP:Iteration 8Q (143175.430000 sec): 3 clusters
  Score: Raw -478874.257951 + Penalty 2734.494970 = -476139.762980
  nChanged 133
		SP:Iteration 9Q (143175.640000 sec): 3 clusters
  Score: Raw -478958.668900 + Penalty 2734.494970 = -476224.173930
  nChanged 122
		SP:Iteration 10Q (143175.840000 sec): 3 clusters
  Score: Raw -479033.057257 + Penalty 2734.494970 = -476298.562286
  nChanged 107
		SP:Iteration 11Q (143176.020000 sec): 3 clusters
  Score: Raw -479089.409638 + Penalty 2734.494970 = -476354.914668
  nChanged 108
		SP:Iteration 12Q (143176.220000 sec): 3 clusters
  Score: Raw -479147.697472 + Penalty 2734.494970 = -476413.202502
  nChanged 106
		SP:Iteration 13Q (143176.400000 sec): 3 clusters
  Score: Raw -479216.625908 + Penalty 2734.494970 = -476482.130938
  nChanged 120
		SP:Iteration 14Q (143176.610000 sec): 3 clusters
  Score: Raw -479303.151319 + Penalty 2734.494970 = -476568.656348
  nChanged 129
		SP:Iteration 15Q (143176.780000 sec): 3 clusters
  Score: Raw -479392.314243 + Penalty 2734.494970 = -476657.819273
  nChanged 125
		SP:Iteration 16Q (143176.950000 sec): 3 clusters
  Score: Raw -479459.154917 + Penalty 2734.494970 = -476724.659946
  nChanged 91
		SP:Iteration 17Q (143177.140000 sec): 3 clusters
  Score: Raw -479507.522566 + Penalty 2734.494970 = -476773.027595
  nChanged 71
		SP:Iteration 18Q (143177.300000 sec): 3 clusters
  Score: Raw -479546.049142 + Penalty 2734.494970 = -476811.554172
  nChanged 69
		SP:Iteration 19Q (143177.470000 sec): 3 clusters
  Score: Raw -479582.596903 + Penalty 2734.494970 = -476848.101933
  nChanged 54
		SP:Iteration 20F (143177.620000 sec): 3 clusters
  Score: Raw -479607.356662 + Penalty 2734.494970 = -476872.861692
  nChanged 40
		SP:Iteration 21Q (143177.760000 sec): 3 clusters
  Score: Raw -479624.126907 + Penalty 2734.494970 = -476889.631936
  nChanged 44
		SP:Iteration 22Q (143177.920000 sec): 3 clusters
  Score: Raw -479644.522835 + Penalty 2734.494970 = -476910.027864
  nChanged 42
		SP:Iteration 23Q (143178.060000 sec): 3 clusters
  Score: Raw -479660.197283 + Penalty 2734.494970 = -476925.702312
  nChanged 30
		SP:Iteration 24Q (143178.240000 sec): 3 clusters
  Score: Raw -479670.685843 + Penalty 2734.494970 = -476936.190872
  nChanged 22
		SP:Iteration 25Q (143178.390000 sec): 3 clusters
  Score: Raw -479677.337473 + Penalty 2734.494970 = -476942.842502
  nChanged 13
		SP:Iteration 26Q (143178.530000 sec): 3 clusters
  Score: Raw -479681.786063 + Penalty 2734.494970 = -476947.291093
  nChanged 9
		SP:Iteration 27Q (143178.690000 sec): 3 clusters
  Score: Raw -479685.916886 + Penalty 2734.494970 = -476951.421916
  nChanged 16
		SP:Iteration 28Q (143178.880000 sec): 3 clusters
  Score: Raw -479690.780722 + Penalty 2734.494970 = -476956.285751
  nChanged 9
		SP:Iteration 29Q (143179.020000 sec): 3 clusters
  Score: Raw -479693.157144 + Penalty 2734.494970 = -476958.662173
  nChanged 5
		SP:Iteration 30Q (143179.210000 sec): 3 clusters
  Score: Raw -479694.152618 + Penalty 2734.494970 = -476959.657648
  nChanged 3
		SP:Iteration 31Q (143179.350000 sec): 3 clusters
  Score: Raw -479694.785805 + Penalty 2734.494970 = -476960.290835
  nChanged 2
		SP:Iteration 32Q (143179.580000 sec): 3 clusters
  Score: Raw -479695.670675 + Penalty 2734.494970 = -476961.175705
  nChanged 4
		SP:Iteration 33Q (143179.750000 sec): 3 clusters
  Score: Raw -479696.616345 + Penalty 2734.494970 = -476962.121374
  nChanged 4
		SP:Iteration 34Q (143179.920000 sec): 3 clusters
  Score: Raw -479697.605548 + Penalty 2734.494970 = -476963.110578
  nChanged 3
		SP:Iteration 35Q (143180.070000 sec): 3 clusters
  Score: Raw -479698.792516 + Penalty 2734.494970 = -476964.297545
  nChanged 2
		SP:Iteration 36Q (143180.260000 sec): 3 clusters
  Score: Raw -479699.333626 + Penalty 2734.494970 = -476964.838656
  nChanged 1
		SP:Iteration 37Q (143180.490000 sec): 3 clusters
  Score: Raw -479699.466357 + Penalty 2734.494970 = -476964.971387
  nChanged 1
		SP:Iteration 38Q (143180.700000 sec): 3 clusters
  Score: Raw -479699.819238 + Penalty 2734.494970 = -476965.324267
  nChanged 0
		SP:Iteration 39F (143180.900000 sec): 3 clusters
  Score: Raw -479699.819238 + Penalty 2734.494970 = -476965.324267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (2981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143181.010000 sec): 2 clusters
  Score: Raw -284999.436609 + Penalty 1300.002290 = -283699.434319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143181.160000 sec): 3 clusters
  Score: Raw -283608.754525 + Penalty 2600.004580 = -281008.749944
  nChanged 1101
		SP:Iteration 1F (143181.370000 sec): 3 clusters
  Score: Raw -284361.901797 + Penalty 2600.004580 = -281761.897216
  nChanged 287
		SP:Iteration 2F (143181.560000 sec): 3 clusters
  Score: Raw -284701.113381 + Penalty 2600.004580 = -282101.108801
  nChanged 258
		SP:Iteration 3F (143181.720000 sec): 3 clusters
  Score: Raw -285003.951762 + Penalty 2600.004580 = -282403.947181
  nChanged 210
		SP:Iteration 4F (143181.920000 sec): 3 clusters
  Score: Raw -285258.166682 + Penalty 2600.004580 = -282658.162102
  nChanged 189
		SP:Iteration 5F (143182.100000 sec): 3 clusters
  Score: Raw -285480.702238 + Penalty 2600.004580 = -282880.697658
  nChanged 139
		SP:Iteration 6Q (143182.320000 sec): 3 clusters
  Score: Raw -285616.169399 + Penalty 2600.004580 = -283016.164818
  nChanged 114
		SP:Iteration 7Q (143182.450000 sec): 3 clusters
  Score: Raw -285722.429414 + Penalty 2600.004580 = -283122.424833
  nChanged 73
		SP:Iteration 8Q (143182.630000 sec): 3 clusters
  Score: Raw -285773.587648 + Penalty 2600.004580 = -283173.583068
  nChanged 54
		SP:Iteration 9Q (143182.800000 sec): 3 clusters
  Score: Raw -285800.822022 + Penalty 2600.004580 = -283200.817441
  nChanged 37
		SP:Iteration 10Q (143182.920000 sec): 3 clusters
  Score: Raw -285816.985944 + Penalty 2600.004580 = -283216.981364
  nChanged 30
		SP:Iteration 11Q (143183.090000 sec): 3 clusters
  Score: Raw -285828.911510 + Penalty 2600.004580 = -283228.906930
  nChanged 19
		SP:Iteration 12Q (143183.290000 sec): 3 clusters
  Score: Raw -285836.415344 + Penalty 2600.004580 = -283236.410764
  nChanged 21
		SP:Iteration 13Q (143183.400000 sec): 3 clusters
  Score: Raw -285846.360357 + Penalty 2600.004580 = -283246.355777
  nChanged 21
		SP:Iteration 14Q (143183.570000 sec): 3 clusters
  Score: Raw -285856.347122 + Penalty 2600.004580 = -283256.342542
  nChanged 15
		SP:Iteration 15Q (143183.690000 sec): 3 clusters
  Score: Raw -285863.217012 + Penalty 2600.004580 = -283263.212432
  nChanged 10
		SP:Iteration 16Q (143183.810000 sec): 3 clusters
  Score: Raw -285867.147284 + Penalty 2600.004580 = -283267.142703
  nChanged 7
		SP:Iteration 17Q (143183.950000 sec): 3 clusters
  Score: Raw -285871.378095 + Penalty 2600.004580 = -283271.373515
  nChanged 12
		SP:Iteration 18Q (143184.120000 sec): 3 clusters
  Score: Raw -285874.926835 + Penalty 2600.004580 = -283274.922254
  nChanged 3
		SP:Iteration 19Q (143184.290000 sec): 3 clusters
  Score: Raw -285875.896395 + Penalty 2600.004580 = -283275.891815
  nChanged 9
		SP:Iteration 20F (143184.470000 sec): 3 clusters
  Score: Raw -285879.853704 + Penalty 2600.004580 = -283279.849123
  nChanged 6
		SP:Iteration 21Q (143184.660000 sec): 3 clusters
  Score: Raw -285881.812973 + Penalty 2600.004580 = -283281.808393
  nChanged 7
		SP:Iteration 22Q (143184.860000 sec): 3 clusters
  Score: Raw -285884.084414 + Penalty 2600.004580 = -283284.079833
  nChanged 8
		SP:Iteration 23Q (143185.050000 sec): 3 clusters
  Score: Raw -285886.555032 + Penalty 2600.004580 = -283286.550451
  nChanged 8
		SP:Iteration 24Q (143185.230000 sec): 3 clusters
  Score: Raw -285890.584028 + Penalty 2600.004580 = -283290.579447
  nChanged 5
		SP:Iteration 25Q (143185.370000 sec): 3 clusters
  Score: Raw -285892.240135 + Penalty 2600.004580 = -283292.235555
  nChanged 7
		SP:Iteration 26Q (143185.540000 sec): 3 clusters
  Score: Raw -285898.093493 + Penalty 2600.004580 = -283298.088912
  nChanged 8
		SP:Iteration 27Q (143185.740000 sec): 3 clusters
  Score: Raw -285904.052654 + Penalty 2600.004580 = -283304.048073
  nChanged 14
		SP:Iteration 28Q (143185.920000 sec): 3 clusters
  Score: Raw -285916.470562 + Penalty 2600.004580 = -283316.465982
  nChanged 15
		SP:Iteration 29Q (143186.110000 sec): 3 clusters
  Score: Raw -285926.424222 + Penalty 2600.004580 = -283326.419641
  nChanged 7
		SP:Iteration 30Q (143186.270000 sec): 3 clusters
  Score: Raw -285929.035114 + Penalty 2600.004580 = -283329.030533
  nChanged 6
		SP:Iteration 31Q (143186.420000 sec): 3 clusters
  Score: Raw -285931.502302 + Penalty 2600.004580 = -283331.497721
  nChanged 5
		SP:Iteration 32Q (143186.580000 sec): 3 clusters
  Score: Raw -285932.511398 + Penalty 2600.004580 = -283332.506817
  nChanged 1
		SP:Iteration 33Q (143186.730000 sec): 3 clusters
  Score: Raw -285932.831569 + Penalty 2600.004580 = -283332.826989
  nChanged 4
		SP:Iteration 34Q (143186.910000 sec): 3 clusters
  Score: Raw -285934.248126 + Penalty 2600.004580 = -283334.243545
  nChanged 2
		SP:Iteration 35Q (143187.090000 sec): 3 clusters
  Score: Raw -285934.916225 + Penalty 2600.004580 = -283334.911645
  nChanged 2
		SP:Iteration 36Q (143187.280000 sec): 3 clusters
  Score: Raw -285935.464651 + Penalty 2600.004580 = -283335.460071
  nChanged 1
		SP:Iteration 37Q (143187.450000 sec): 3 clusters
  Score: Raw -285935.916908 + Penalty 2600.004580 = -283335.912328
  nChanged 1
		SP:Iteration 38Q (143187.610000 sec): 3 clusters
  Score: Raw -285936.042467 + Penalty 2600.004580 = -283336.037886
  nChanged 1
		SP:Iteration 39Q (143187.760000 sec): 3 clusters
  Score: Raw -285936.184821 + Penalty 2600.004580 = -283336.180240
  nChanged 1
		SP:Iteration 40F (143187.920000 sec): 3 clusters
  Score: Raw -285939.195586 + Penalty 2600.004580 = -283339.191006
  nChanged 1
		SP:Iteration 41Q (143188.080000 sec): 3 clusters
  Score: Raw -285943.086281 + Penalty 2600.004580 = -283343.081700
  nChanged 6
		SP:Iteration 42Q (143188.180000 sec): 3 clusters
  Score: Raw -285946.624280 + Penalty 2600.004580 = -283346.619699
  nChanged 7
		SP:Iteration 43Q (143188.300000 sec): 3 clusters
  Score: Raw -285949.316863 + Penalty 2600.004580 = -283349.312283
  nChanged 6
		SP:Iteration 44Q (143188.430000 sec): 3 clusters
  Score: Raw -285951.543916 + Penalty 2600.004580 = -283351.539336
  nChanged 5
		SP:Iteration 45Q (143188.560000 sec): 3 clusters
  Score: Raw -285953.460370 + Penalty 2600.004580 = -283353.455790
  nChanged 6
		SP:Iteration 46Q (143188.660000 sec): 3 clusters
  Score: Raw -285956.371555 + Penalty 2600.004580 = -283356.366974
  nChanged 10
		SP:Iteration 47Q (143188.780000 sec): 3 clusters
  Score: Raw -285959.750712 + Penalty 2600.004580 = -283359.746132
  nChanged 3
		SP:Iteration 48Q (143188.930000 sec): 3 clusters
  Score: Raw -285960.811423 + Penalty 2600.004580 = -283360.806842
  nChanged 2
		SP:Iteration 49Q (143189.020000 sec): 3 clusters
  Score: Raw -285961.423383 + Penalty 2600.004580 = -283361.418803
  nChanged 1
		SP:Iteration 50Q (143189.200000 sec): 3 clusters
  Score: Raw -285961.632646 + Penalty 2600.004580 = -283361.628065
  nChanged 1
		SP:Iteration 51Q (143189.320000 sec): 3 clusters
  Score: Raw -285962.021875 + Penalty 2600.004580 = -283362.017294
  nChanged 0
		SP:Iteration 52F (143189.430000 sec): 3 clusters
  Score: Raw -285962.021875 + Penalty 2600.004580 = -283362.017294
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143189.560000 sec): 2 clusters
  Score: Raw -839238.886301 + Penalty 1462.136938 = -837776.749363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143189.760000 sec): 3 clusters
  Score: Raw -834760.294380 + Penalty 2924.273876 = -831836.020504
  nChanged 3474
		SP:Iteration 1F (143189.970000 sec): 3 clusters
  Score: Raw -836774.526036 + Penalty 2924.273876 = -833850.252160
  nChanged 565
		SP:Iteration 2F (143190.190000 sec): 3 clusters
  Score: Raw -837086.771787 + Penalty 2924.273876 = -834162.497911
  nChanged 439
		SP:Iteration 3F (143190.380000 sec): 3 clusters
  Score: Raw -837334.978887 + Penalty 2924.273876 = -834410.705011
  nChanged 379
		SP:Iteration 4Q (143190.590000 sec): 3 clusters
  Score: Raw -837586.533327 + Penalty 2924.273876 = -834662.259451
  nChanged 438
		SP:Iteration 5F (143190.740000 sec): 3 clusters
  Score: Raw -837888.487766 + Penalty 2924.273876 = -834964.213890
  nChanged 427
		SP:Iteration 6F (143190.940000 sec): 3 clusters
  Score: Raw -838232.083897 + Penalty 2924.273876 = -835307.810021
  nChanged 424
		SP:Iteration 7F (143191.160000 sec): 3 clusters
  Score: Raw -838600.191623 + Penalty 2924.273876 = -835675.917747
  nChanged 357
		SP:Iteration 8Q (143191.370000 sec): 3 clusters
  Score: Raw -838929.099684 + Penalty 2924.273876 = -836004.825808
  nChanged 327
		SP:Iteration 9Q (143191.550000 sec): 3 clusters
  Score: Raw -839253.192040 + Penalty 2924.273876 = -836328.918164
  nChanged 265
		SP:Iteration 10Q (143191.720000 sec): 3 clusters
  Score: Raw -839527.693413 + Penalty 2924.273876 = -836603.419537
  nChanged 179
		SP:Iteration 11Q (143191.930000 sec): 3 clusters
  Score: Raw -839701.711374 + Penalty 2924.273876 = -836777.437498
  nChanged 107
		SP:Iteration 12Q (143192.110000 sec): 3 clusters
  Score: Raw -839789.049275 + Penalty 2924.273876 = -836864.775399
  nChanged 74
		SP:Iteration 13Q (143192.320000 sec): 3 clusters
  Score: Raw -839860.451861 + Penalty 2924.273876 = -836936.177986
  nChanged 65
		SP:Iteration 14Q (143192.520000 sec): 3 clusters
  Score: Raw -839927.128592 + Penalty 2924.273876 = -837002.854716
  nChanged 40
		SP:Iteration 15Q (143192.690000 sec): 3 clusters
  Score: Raw -839972.620410 + Penalty 2924.273876 = -837048.346534
  nChanged 40
		SP:Iteration 16Q (143192.910000 sec): 3 clusters
  Score: Raw -840023.693990 + Penalty 2924.273876 = -837099.420114
  nChanged 35
		SP:Iteration 17Q (143193.110000 sec): 3 clusters
  Score: Raw -840065.059039 + Penalty 2924.273876 = -837140.785163
  nChanged 26
		SP:Iteration 18Q (143193.290000 sec): 3 clusters
  Score: Raw -840091.194767 + Penalty 2924.273876 = -837166.920891
  nChanged 27
		SP:Iteration 19Q (143193.490000 sec): 3 clusters
  Score: Raw -840118.840036 + Penalty 2924.273876 = -837194.566160
  nChanged 17
		SP:Iteration 20F (143193.740000 sec): 3 clusters
  Score: Raw -840149.851666 + Penalty 2924.273876 = -837225.577790
  nChanged 23
		SP:Iteration 21Q (143193.950000 sec): 3 clusters
  Score: Raw -840176.068454 + Penalty 2924.273876 = -837251.794578
  nChanged 16
		SP:Iteration 22Q (143194.110000 sec): 3 clusters
  Score: Raw -840197.115543 + Penalty 2924.273876 = -837272.841667
  nChanged 13
		SP:Iteration 23Q (143194.270000 sec): 3 clusters
  Score: Raw -840212.388411 + Penalty 2924.273876 = -837288.114535
  nChanged 9
		SP:Iteration 24Q (143194.500000 sec): 3 clusters
  Score: Raw -840218.954053 + Penalty 2924.273876 = -837294.680177
  nChanged 8
		SP:Iteration 25Q (143194.690000 sec): 3 clusters
  Score: Raw -840227.440143 + Penalty 2924.273876 = -837303.166267
  nChanged 7
		SP:Iteration 26Q (143194.860000 sec): 3 clusters
  Score: Raw -840235.435237 + Penalty 2924.273876 = -837311.161361
  nChanged 4
		SP:Iteration 27Q (143195.040000 sec): 3 clusters
  Score: Raw -840238.428337 + Penalty 2924.273876 = -837314.154462
  nChanged 2
		SP:Iteration 28Q (143195.240000 sec): 3 clusters
  Score: Raw -840239.754626 + Penalty 2924.273876 = -837315.480750
  nChanged 0
		SP:Iteration 29F (143195.480000 sec): 3 clusters
  Score: Raw -840239.754626 + Penalty 2924.273876 = -837315.480750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143195.580000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143195.710000 sec): 3 clusters
  Score: Raw -16190.000580 + Penalty 1661.396031 = -14528.604549
  nChanged 17
		SP:Iteration 1F (143195.890000 sec): 3 clusters
  Score: Raw -16230.853933 + Penalty 1661.396031 = -14569.457902
  nChanged 4
		SP:Iteration 2Q (143196.070000 sec): 3 clusters
  Score: Raw -16245.412826 + Penalty 1661.396031 = -14584.016794
  nChanged 1
		SP:Iteration 3Q (143196.230000 sec): 3 clusters
  Score: Raw -16249.093800 + Penalty 1661.396031 = -14587.697769
  nChanged 1
		SP:Iteration 4Q (143196.430000 sec): 3 clusters
  Score: Raw -16256.771502 + Penalty 1661.396031 = -14595.375471
  nChanged 1
		SP:Iteration 5Q (143196.600000 sec): 3 clusters
  Score: Raw -16258.460292 + Penalty 1661.396031 = -14597.064261
  nChanged 1
		SP:Iteration 6Q (143196.770000 sec): 3 clusters
  Score: Raw -16259.665236 + Penalty 1661.396031 = -14598.269204
  nChanged 1
		SP:Iteration 7Q (143196.950000 sec): 3 clusters
  Score: Raw -16260.463826 + Penalty 1661.396031 = -14599.067795
  nChanged 1
		SP:Iteration 8Q (143197.130000 sec): 3 clusters
  Score: Raw -16261.294926 + Penalty 1661.396031 = -14599.898895
  nChanged 1
		SP:Iteration 9Q (143197.310000 sec): 3 clusters
  Score: Raw -16266.821368 + Penalty 1661.396031 = -14605.425337
  nChanged 1
		SP:Iteration 10Q (143197.470000 sec): 3 clusters
  Score: Raw -16267.753602 + Penalty 1661.396031 = -14606.357571
  nChanged 0
		SP:Iteration 11F (143197.680000 sec): 3 clusters
  Score: Raw -16267.753602 + Penalty 1661.396031 = -14606.357571
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143197.760000 sec): 2 clusters
  Score: Raw -509278.658278 + Penalty 1370.952974 = -507907.705305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143197.950000 sec): 3 clusters
  Score: Raw -506936.711433 + Penalty 2741.905947 = -504194.805486
  nChanged 1796
		SP:Iteration 1F (143198.150000 sec): 3 clusters
  Score: Raw -507904.495020 + Penalty 2741.905947 = -505162.589072
  nChanged 338
		SP:Iteration 2F (143198.340000 sec): 3 clusters
  Score: Raw -508091.305756 + Penalty 2741.905947 = -505349.399809
  nChanged 257
		SP:Iteration 3F (143198.530000 sec): 3 clusters
  Score: Raw -508208.980356 + Penalty 2741.905947 = -505467.074409
  nChanged 177
		SP:Iteration 4Q (143198.700000 sec): 3 clusters
  Score: Raw -508292.609809 + Penalty 2741.905947 = -505550.703862
  nChanged 149
		SP:Iteration 5Q (143198.910000 sec): 3 clusters
  Score: Raw -508365.974984 + Penalty 2741.905947 = -505624.069037
  nChanged 158
		SP:Iteration 6Q (143199.100000 sec): 3 clusters
  Score: Raw -508442.278935 + Penalty 2741.905947 = -505700.372988
  nChanged 147
		SP:Iteration 7Q (143199.260000 sec): 3 clusters
  Score: Raw -508518.948722 + Penalty 2741.905947 = -505777.042775
  nChanged 163
		SP:Iteration 8Q (143199.460000 sec): 3 clusters
  Score: Raw -508605.650171 + Penalty 2741.905947 = -505863.744224
  nChanged 141
		SP:Iteration 9Q (143199.650000 sec): 3 clusters
  Score: Raw -508676.752981 + Penalty 2741.905947 = -505934.847034
  nChanged 118
		SP:Iteration 10Q (143199.840000 sec): 3 clusters
  Score: Raw -508737.933667 + Penalty 2741.905947 = -505996.027720
  nChanged 129
		SP:Iteration 11Q (143200.020000 sec): 3 clusters
  Score: Raw -508815.505782 + Penalty 2741.905947 = -506073.599835
  nChanged 141
		SP:Iteration 12Q (143200.200000 sec): 3 clusters
  Score: Raw -508898.185938 + Penalty 2741.905947 = -506156.279990
  nChanged 123
		SP:Iteration 13Q (143200.410000 sec): 3 clusters
  Score: Raw -508964.630661 + Penalty 2741.905947 = -506222.724714
  nChanged 109
		SP:Iteration 14Q (143200.590000 sec): 3 clusters
  Score: Raw -509032.716124 + Penalty 2741.905947 = -506290.810177
  nChanged 104
		SP:Iteration 15Q (143200.780000 sec): 3 clusters
  Score: Raw -509092.374285 + Penalty 2741.905947 = -506350.468338
  nChanged 83
		SP:Iteration 16Q (143200.950000 sec): 3 clusters
  Score: Raw -509130.731476 + Penalty 2741.905947 = -506388.825529
  nChanged 61
		SP:Iteration 17Q (143201.190000 sec): 3 clusters
  Score: Raw -509159.768872 + Penalty 2741.905947 = -506417.862925
  nChanged 55
		SP:Iteration 18Q (143201.400000 sec): 3 clusters
  Score: Raw -509188.957076 + Penalty 2741.905947 = -506447.051129
  nChanged 58
		SP:Iteration 19Q (143201.560000 sec): 3 clusters
  Score: Raw -509220.371751 + Penalty 2741.905947 = -506478.465804
  nChanged 47
		SP:Iteration 20F (143201.760000 sec): 3 clusters
  Score: Raw -509246.025293 + Penalty 2741.905947 = -506504.119346
  nChanged 57
		SP:Iteration 21Q (143201.930000 sec): 3 clusters
  Score: Raw -509272.786895 + Penalty 2741.905947 = -506530.880947
  nChanged 48
		SP:Iteration 22Q (143202.100000 sec): 3 clusters
  Score: Raw -509299.720068 + Penalty 2741.905947 = -506557.814121
  nChanged 41
		SP:Iteration 23Q (143202.270000 sec): 3 clusters
  Score: Raw -509318.139735 + Penalty 2741.905947 = -506576.233788
  nChanged 31
		SP:Iteration 24Q (143202.460000 sec): 3 clusters
  Score: Raw -509332.921756 + Penalty 2741.905947 = -506591.015809
  nChanged 32
		SP:Iteration 25Q (143202.630000 sec): 3 clusters
  Score: Raw -509350.616596 + Penalty 2741.905947 = -506608.710649
  nChanged 31
		SP:Iteration 26Q (143202.870000 sec): 3 clusters
  Score: Raw -509369.202733 + Penalty 2741.905947 = -506627.296786
  nChanged 17
		SP:Iteration 27Q (143203.020000 sec): 3 clusters
  Score: Raw -509378.255149 + Penalty 2741.905947 = -506636.349202
  nChanged 15
		SP:Iteration 28Q (143203.230000 sec): 3 clusters
  Score: Raw -509384.143686 + Penalty 2741.905947 = -506642.237739
  nChanged 14
		SP:Iteration 29Q (143203.400000 sec): 3 clusters
  Score: Raw -509393.334212 + Penalty 2741.905947 = -506651.428265
  nChanged 13
		SP:Iteration 30Q (143203.570000 sec): 3 clusters
  Score: Raw -509400.841758 + Penalty 2741.905947 = -506658.935810
  nChanged 12
		SP:Iteration 31Q (143203.760000 sec): 3 clusters
  Score: Raw -509408.030999 + Penalty 2741.905947 = -506666.125052
  nChanged 11
		SP:Iteration 32Q (143203.990000 sec): 3 clusters
  Score: Raw -509415.257010 + Penalty 2741.905947 = -506673.351063
  nChanged 12
		SP:Iteration 33Q (143204.160000 sec): 3 clusters
  Score: Raw -509421.614295 + Penalty 2741.905947 = -506679.708348
  nChanged 10
		SP:Iteration 34Q (143204.300000 sec): 3 clusters
  Score: Raw -509426.156947 + Penalty 2741.905947 = -506684.251000
  nChanged 7
		SP:Iteration 35Q (143204.480000 sec): 3 clusters
  Score: Raw -509430.313653 + Penalty 2741.905947 = -506688.407706
  nChanged 9
		SP:Iteration 36Q (143204.670000 sec): 3 clusters
  Score: Raw -509441.334900 + Penalty 2741.905947 = -506699.428952
  nChanged 13
		SP:Iteration 37Q (143204.890000 sec): 3 clusters
  Score: Raw -509450.792148 + Penalty 2741.905947 = -506708.886201
  nChanged 10
		SP:Iteration 38Q (143205.060000 sec): 3 clusters
  Score: Raw -509459.367054 + Penalty 2741.905947 = -506717.461107
  nChanged 16
		SP:Iteration 39Q (143205.260000 sec): 3 clusters
  Score: Raw -509473.233924 + Penalty 2741.905947 = -506731.327976
  nChanged 17
		SP:Iteration 40F (143205.440000 sec): 3 clusters
  Score: Raw -509486.376767 + Penalty 2741.905947 = -506744.470819
  nChanged 11
		SP:Iteration 41Q (143205.620000 sec): 3 clusters
  Score: Raw -509491.148232 + Penalty 2741.905947 = -506749.242285
  nChanged 6
		SP:Iteration 42Q (143205.810000 sec): 3 clusters
  Score: Raw -509494.775807 + Penalty 2741.905947 = -506752.869860
  nChanged 7
		SP:Iteration 43Q (143205.990000 sec): 3 clusters
  Score: Raw -509498.230502 + Penalty 2741.905947 = -506756.324555
  nChanged 6
		SP:Iteration 44Q (143206.180000 sec): 3 clusters
  Score: Raw -509501.667194 + Penalty 2741.905947 = -506759.761246
  nChanged 7
		SP:Iteration 45Q (143206.370000 sec): 3 clusters
  Score: Raw -509505.957689 + Penalty 2741.905947 = -506764.051742
  nChanged 4
		SP:Iteration 46Q (143206.530000 sec): 3 clusters
  Score: Raw -509508.769598 + Penalty 2741.905947 = -506766.863650
  nChanged 5
		SP:Iteration 47Q (143206.720000 sec): 3 clusters
  Score: Raw -509512.102356 + Penalty 2741.905947 = -506770.196408
  nChanged 2
		SP:Iteration 48Q (143206.920000 sec): 3 clusters
  Score: Raw -509512.875138 + Penalty 2741.905947 = -506770.969190
  nChanged 1
		SP:Iteration 49Q (143207.110000 sec): 3 clusters
  Score: Raw -509513.166941 + Penalty 2741.905947 = -506771.260994
  nChanged 0
		SP:Iteration 50F (143207.320000 sec): 3 clusters
  Score: Raw -509513.166941 + Penalty 2741.905947 = -506771.260994
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143207.440000 sec): 2 clusters
  Score: Raw -326233.229905 + Penalty 1299.346827 = -324933.883078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143207.610000 sec): 3 clusters
  Score: Raw -324820.775525 + Penalty 2598.693654 = -322222.081871
  nChanged 1099
		SP:Iteration 1F (143207.820000 sec): 3 clusters
  Score: Raw -325449.148710 + Penalty 2598.693654 = -322850.455055
  nChanged 190
		SP:Iteration 2F (143207.950000 sec): 3 clusters
  Score: Raw -325567.121765 + Penalty 2598.693654 = -322968.428111
  nChanged 149
		SP:Iteration 3F (143208.120000 sec): 3 clusters
  Score: Raw -325656.763077 + Penalty 2598.693654 = -323058.069423
  nChanged 117
		SP:Iteration 4Q (143208.250000 sec): 3 clusters
  Score: Raw -325717.731164 + Penalty 2598.693654 = -323119.037510
  nChanged 79
		SP:Iteration 5Q (143208.430000 sec): 3 clusters
  Score: Raw -325757.285536 + Penalty 2598.693654 = -323158.591882
  nChanged 74
		SP:Iteration 6Q (143208.600000 sec): 3 clusters
  Score: Raw -325797.835659 + Penalty 2598.693654 = -323199.142005
  nChanged 73
		SP:Iteration 7Q (143208.820000 sec): 3 clusters
  Score: Raw -325837.591787 + Penalty 2598.693654 = -323238.898133
  nChanged 77
		SP:Iteration 8Q (143209.000000 sec): 3 clusters
  Score: Raw -325881.786852 + Penalty 2598.693654 = -323283.093197
  nChanged 70
		SP:Iteration 9Q (143209.160000 sec): 3 clusters
  Score: Raw -325916.464933 + Penalty 2598.693654 = -323317.771279
  nChanged 54
		SP:Iteration 10Q (143209.360000 sec): 3 clusters
  Score: Raw -325942.432411 + Penalty 2598.693654 = -323343.738757
  nChanged 42
		SP:Iteration 11Q (143209.530000 sec): 3 clusters
  Score: Raw -325961.477205 + Penalty 2598.693654 = -323362.783550
  nChanged 41
		SP:Iteration 12Q (143209.690000 sec): 3 clusters
  Score: Raw -325981.102324 + Penalty 2598.693654 = -323382.408669
  nChanged 46
		SP:Iteration 13Q (143209.860000 sec): 3 clusters
  Score: Raw -326001.199373 + Penalty 2598.693654 = -323402.505719
  nChanged 38
		SP:Iteration 14Q (143210.040000 sec): 3 clusters
  Score: Raw -326017.986481 + Penalty 2598.693654 = -323419.292827
  nChanged 26
		SP:Iteration 15Q (143210.220000 sec): 3 clusters
  Score: Raw -326029.887757 + Penalty 2598.693654 = -323431.194102
  nChanged 25
		SP:Iteration 16Q (143210.380000 sec): 3 clusters
  Score: Raw -326040.868637 + Penalty 2598.693654 = -323442.174983
  nChanged 29
		SP:Iteration 17Q (143210.590000 sec): 3 clusters
  Score: Raw -326053.591465 + Penalty 2598.693654 = -323454.897811
  nChanged 30
		SP:Iteration 18Q (143210.770000 sec): 3 clusters
  Score: Raw -326069.370860 + Penalty 2598.693654 = -323470.677206
  nChanged 35
		SP:Iteration 19Q (143210.920000 sec): 3 clusters
  Score: Raw -326086.322128 + Penalty 2598.693654 = -323487.628473
  nChanged 27
		SP:Iteration 20F (143211.090000 sec): 3 clusters
  Score: Raw -326099.211401 + Penalty 2598.693654 = -323500.517747
  nChanged 24
		SP:Iteration 21Q (143211.260000 sec): 3 clusters
  Score: Raw -326109.679643 + Penalty 2598.693654 = -323510.985989
  nChanged 22
		SP:Iteration 22Q (143211.480000 sec): 3 clusters
  Score: Raw -326120.432133 + Penalty 2598.693654 = -323521.738479
  nChanged 26
		SP:Iteration 23Q (143211.630000 sec): 3 clusters
  Score: Raw -326137.650103 + Penalty 2598.693654 = -323538.956449
  nChanged 36
		SP:Iteration 24Q (143211.810000 sec): 3 clusters
  Score: Raw -326164.298783 + Penalty 2598.693654 = -323565.605129
  nChanged 43
		SP:Iteration 25Q (143211.980000 sec): 3 clusters
  Score: Raw -326196.042737 + Penalty 2598.693654 = -323597.349083
  nChanged 54
		SP:Iteration 26Q (143212.140000 sec): 3 clusters
  Score: Raw -326230.910043 + Penalty 2598.693654 = -323632.216389
  nChanged 35
		SP:Iteration 27Q (143212.320000 sec): 3 clusters
  Score: Raw -326255.931157 + Penalty 2598.693654 = -323657.237503
  nChanged 34
		SP:Iteration 28Q (143212.500000 sec): 3 clusters
  Score: Raw -326276.121378 + Penalty 2598.693654 = -323677.427724
  nChanged 27
		SP:Iteration 29Q (143212.690000 sec): 3 clusters
  Score: Raw -326292.703563 + Penalty 2598.693654 = -323694.009909
  nChanged 23
		SP:Iteration 30Q (143212.870000 sec): 3 clusters
  Score: Raw -326304.726740 + Penalty 2598.693654 = -323706.033086
  nChanged 28
		SP:Iteration 31Q (143213.030000 sec): 3 clusters
  Score: Raw -326321.603473 + Penalty 2598.693654 = -323722.909819
  nChanged 29
		SP:Iteration 32Q (143213.250000 sec): 3 clusters
  Score: Raw -326343.823470 + Penalty 2598.693654 = -323745.129816
  nChanged 30
		SP:Iteration 33Q (143213.410000 sec): 3 clusters
  Score: Raw -326361.735086 + Penalty 2598.693654 = -323763.041431
  nChanged 25
		SP:Iteration 34Q (143213.580000 sec): 3 clusters
  Score: Raw -326381.023804 + Penalty 2598.693654 = -323782.330150
  nChanged 23
		SP:Iteration 35Q (143213.770000 sec): 3 clusters
  Score: Raw -326395.737915 + Penalty 2598.693654 = -323797.044260
  nChanged 20
		SP:Iteration 36Q (143213.960000 sec): 3 clusters
  Score: Raw -326408.694134 + Penalty 2598.693654 = -323810.000480
  nChanged 20
		SP:Iteration 37Q (143214.120000 sec): 3 clusters
  Score: Raw -326422.291313 + Penalty 2598.693654 = -323823.597659
  nChanged 21
		SP:Iteration 38Q (143214.300000 sec): 3 clusters
  Score: Raw -326433.903342 + Penalty 2598.693654 = -323835.209688
  nChanged 12
		SP:Iteration 39Q (143214.470000 sec): 3 clusters
  Score: Raw -326444.221152 + Penalty 2598.693654 = -323845.527497
  nChanged 16
		SP:Iteration 40F (143214.630000 sec): 3 clusters
  Score: Raw -326455.063144 + Penalty 2598.693654 = -323856.369490
  nChanged 4
		SP:Iteration 41Q (143214.840000 sec): 3 clusters
  Score: Raw -326456.311860 + Penalty 2598.693654 = -323857.618206
  nChanged 4
		SP:Iteration 42Q (143215.060000 sec): 3 clusters
  Score: Raw -326458.499174 + Penalty 2598.693654 = -323859.805520
  nChanged 2
		SP:Iteration 43Q (143215.180000 sec): 3 clusters
  Score: Raw -326459.456312 + Penalty 2598.693654 = -323860.762658
  nChanged 1
		SP:Iteration 44Q (143215.360000 sec): 3 clusters
  Score: Raw -326459.720426 + Penalty 2598.693654 = -323861.026772
  nChanged 1
		SP:Iteration 45Q (143215.510000 sec): 3 clusters
  Score: Raw -326459.854105 + Penalty 2598.693654 = -323861.160450
  nChanged 0
		SP:Iteration 46F (143215.670000 sec): 3 clusters
  Score: Raw -326459.854105 + Penalty 2598.693654 = -323861.160450
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143215.870000 sec): 2 clusters
  Score: Raw -2182244.525343 + Penalty 1607.995118 = -2180636.530225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143216.120000 sec): 3 clusters
  Score: Raw -2170340.637024 + Penalty 3215.990235 = -2167124.646789
  nChanged 8973
		SP:Iteration 1F (143216.380000 sec): 3 clusters
  Score: Raw -2175090.889872 + Penalty 3215.990235 = -2171874.899637
  nChanged 953
		SP:Iteration 2Q (143216.610000 sec): 3 clusters
  Score: Raw -2175478.306490 + Penalty 3215.990235 = -2172262.316255
  nChanged 1047
		SP:Iteration 3F (143216.850000 sec): 3 clusters
  Score: Raw -2176032.938338 + Penalty 3215.990235 = -2172816.948103
  nChanged 1234
		SP:Iteration 4F (143217.080000 sec): 3 clusters
  Score: Raw -2176868.242016 + Penalty 3215.990235 = -2173652.251781
  nChanged 1476
		SP:Iteration 5F (143217.350000 sec): 3 clusters
  Score: Raw -2177996.861138 + Penalty 3215.990235 = -2174780.870903
  nChanged 1575
		SP:Iteration 6F (143217.590000 sec): 3 clusters
  Score: Raw -2179378.908990 + Penalty 3215.990235 = -2176162.918755
  nChanged 1474
		SP:Iteration 7F (143217.860000 sec): 3 clusters
  Score: Raw -2180900.955776 + Penalty 3215.990235 = -2177684.965541
  nChanged 1196
		SP:Iteration 8F (143218.100000 sec): 3 clusters
  Score: Raw -2182143.617254 + Penalty 3215.990235 = -2178927.627019
  nChanged 780
		SP:Iteration 9Q (143218.370000 sec): 3 clusters
  Score: Raw -2182797.330207 + Penalty 3215.990235 = -2179581.339972
  nChanged 426
		SP:Iteration 10Q (143218.670000 sec): 3 clusters
  Score: Raw -2183059.745257 + Penalty 3215.990235 = -2179843.755022
  nChanged 249
		SP:Iteration 11Q (143218.950000 sec): 3 clusters
  Score: Raw -2183165.545358 + Penalty 3215.990235 = -2179949.555123
  nChanged 176
		SP:Iteration 12Q (143219.220000 sec): 3 clusters
  Score: Raw -2183221.285891 + Penalty 3215.990235 = -2180005.295656
  nChanged 120
		SP:Iteration 13Q (143219.500000 sec): 3 clusters
  Score: Raw -2183248.985393 + Penalty 3215.990235 = -2180032.995158
  nChanged 84
		SP:Iteration 14Q (143219.790000 sec): 3 clusters
  Score: Raw -2183267.659737 + Penalty 3215.990235 = -2180051.669502
  nChanged 67
		SP:Iteration 15Q (143220.050000 sec): 3 clusters
  Score: Raw -2183280.592073 + Penalty 3215.990235 = -2180064.601838
  nChanged 50
		SP:Iteration 16Q (143220.320000 sec): 3 clusters
  Score: Raw -2183289.309024 + Penalty 3215.990235 = -2180073.318789
  nChanged 40
		SP:Iteration 17Q (143220.620000 sec): 3 clusters
  Score: Raw -2183295.207096 + Penalty 3215.990235 = -2180079.216861
  nChanged 30
		SP:Iteration 18Q (143220.920000 sec): 3 clusters
  Score: Raw -2183298.967303 + Penalty 3215.990235 = -2180082.977068
  nChanged 21
		SP:Iteration 19Q (143221.200000 sec): 3 clusters
  Score: Raw -2183300.979196 + Penalty 3215.990235 = -2180084.988961
  nChanged 17
		SP:Iteration 20F (143221.460000 sec): 3 clusters
  Score: Raw -2183302.852049 + Penalty 3215.990235 = -2180086.861814
  nChanged 10
		SP:Iteration 21Q (143221.770000 sec): 3 clusters
  Score: Raw -2183303.748578 + Penalty 3215.990235 = -2180087.758343
  nChanged 4
		SP:Iteration 22Q (143222.020000 sec): 3 clusters
  Score: Raw -2183304.098517 + Penalty 3215.990235 = -2180088.108282
  nChanged 5
		SP:Iteration 23Q (143222.270000 sec): 3 clusters
  Score: Raw -2183304.476582 + Penalty 3215.990235 = -2180088.486347
  nChanged 7
		SP:Iteration 24Q (143222.570000 sec): 3 clusters
  Score: Raw -2183304.944324 + Penalty 3215.990235 = -2180088.954089
  nChanged 2
		SP:Iteration 25Q (143222.790000 sec): 3 clusters
  Score: Raw -2183305.221384 + Penalty 3215.990235 = -2180089.231149
  nChanged 7
		SP:Iteration 26Q (143223.050000 sec): 3 clusters
  Score: Raw -2183305.622994 + Penalty 3215.990235 = -2180089.632759
  nChanged 4
		SP:Iteration 27Q (143223.290000 sec): 3 clusters
  Score: Raw -2183305.801918 + Penalty 3215.990235 = -2180089.811683
  nChanged 1
		SP:Iteration 28Q (143223.570000 sec): 3 clusters
  Score: Raw -2183305.944046 + Penalty 3215.990235 = -2180089.953811
  nChanged 1
		SP:Iteration 29Q (143223.840000 sec): 3 clusters
  Score: Raw -2183306.081175 + Penalty 3215.990235 = -2180090.090940
  nChanged 1
		SP:Iteration 30Q (143224.120000 sec): 3 clusters
  Score: Raw -2183306.151760 + Penalty 3215.990235 = -2180090.161525
  nChanged 0
		SP:Iteration 31F (143224.380000 sec): 3 clusters
  Score: Raw -2183306.151760 + Penalty 3215.990235 = -2180090.161525
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143224.500000 sec): 2 clusters
  Score: Raw -479357.255863 + Penalty 1364.081446 = -477993.174417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143224.690000 sec): 3 clusters
  Score: Raw -477041.171290 + Penalty 2728.162892 = -474313.008398
  nChanged 1807
		SP:Iteration 1F (143224.920000 sec): 3 clusters
  Score: Raw -478098.980100 + Penalty 2728.162892 = -475370.817207
  nChanged 346
		SP:Iteration 2F (143225.110000 sec): 3 clusters
  Score: Raw -478319.488124 + Penalty 2728.162892 = -475591.325232
  nChanged 275
		SP:Iteration 3F (143225.230000 sec): 3 clusters
  Score: Raw -478481.805725 + Penalty 2728.162892 = -475753.642832
  nChanged 228
		SP:Iteration 4F (143225.430000 sec): 3 clusters
  Score: Raw -478601.552893 + Penalty 2728.162892 = -475873.390000
  nChanged 167
		SP:Iteration 5Q (143225.650000 sec): 3 clusters
  Score: Raw -478701.446282 + Penalty 2728.162892 = -475973.283389
  nChanged 159
		SP:Iteration 6Q (143225.820000 sec): 3 clusters
  Score: Raw -478791.434543 + Penalty 2728.162892 = -476063.271651
  nChanged 156
		SP:Iteration 7Q (143225.990000 sec): 3 clusters
  Score: Raw -478883.653125 + Penalty 2728.162892 = -476155.490232
  nChanged 159
		SP:Iteration 8Q (143226.160000 sec): 3 clusters
  Score: Raw -478995.890113 + Penalty 2728.162892 = -476267.727220
  nChanged 172
		SP:Iteration 9Q (143226.330000 sec): 3 clusters
  Score: Raw -479129.709213 + Penalty 2728.162892 = -476401.546320
  nChanged 175
		SP:Iteration 10Q (143226.530000 sec): 3 clusters
  Score: Raw -479262.512919 + Penalty 2728.162892 = -476534.350027
  nChanged 170
		SP:Iteration 11Q (143226.730000 sec): 3 clusters
  Score: Raw -479400.687501 + Penalty 2728.162892 = -476672.524609
  nChanged 172
		SP:Iteration 12Q (143226.930000 sec): 3 clusters
  Score: Raw -479542.789035 + Penalty 2728.162892 = -476814.626142
  nChanged 165
		SP:Iteration 13Q (143227.090000 sec): 3 clusters
  Score: Raw -479675.171701 + Penalty 2728.162892 = -476947.008808
  nChanged 160
		SP:Iteration 14Q (143227.270000 sec): 3 clusters
  Score: Raw -479793.400425 + Penalty 2728.162892 = -477065.237532
  nChanged 101
		SP:Iteration 15Q (143227.450000 sec): 3 clusters
  Score: Raw -479857.685752 + Penalty 2728.162892 = -477129.522860
  nChanged 63
		SP:Iteration 16Q (143227.630000 sec): 3 clusters
  Score: Raw -479891.921862 + Penalty 2728.162892 = -477163.758970
  nChanged 51
		SP:Iteration 17Q (143227.790000 sec): 3 clusters
  Score: Raw -479919.158494 + Penalty 2728.162892 = -477190.995601
  nChanged 38
		SP:Iteration 18Q (143228.010000 sec): 3 clusters
  Score: Raw -479935.246348 + Penalty 2728.162892 = -477207.083455
  nChanged 28
		SP:Iteration 19Q (143228.180000 sec): 3 clusters
  Score: Raw -479945.942772 + Penalty 2728.162892 = -477217.779880
  nChanged 15
		SP:Iteration 20F (143228.320000 sec): 3 clusters
  Score: Raw -479951.696021 + Penalty 2728.162892 = -477223.533128
  nChanged 9
		SP:Iteration 21Q (143228.540000 sec): 3 clusters
  Score: Raw -479955.603425 + Penalty 2728.162892 = -477227.440532
  nChanged 8
		SP:Iteration 22Q (143228.680000 sec): 3 clusters
  Score: Raw -479959.078814 + Penalty 2728.162892 = -477230.915922
  nChanged 9
		SP:Iteration 23Q (143228.900000 sec): 3 clusters
  Score: Raw -479962.709656 + Penalty 2728.162892 = -477234.546763
  nChanged 9
		SP:Iteration 24Q (143229.070000 sec): 3 clusters
  Score: Raw -479966.075865 + Penalty 2728.162892 = -477237.912973
  nChanged 9
		SP:Iteration 25Q (143229.290000 sec): 3 clusters
  Score: Raw -479969.031744 + Penalty 2728.162892 = -477240.868851
  nChanged 5
		SP:Iteration 26Q (143229.450000 sec): 3 clusters
  Score: Raw -479971.066560 + Penalty 2728.162892 = -477242.903668
  nChanged 5
		SP:Iteration 27Q (143229.630000 sec): 3 clusters
  Score: Raw -479973.264010 + Penalty 2728.162892 = -477245.101118
  nChanged 2
		SP:Iteration 28Q (143229.810000 sec): 3 clusters
  Score: Raw -479973.827699 + Penalty 2728.162892 = -477245.664806
  nChanged 0
		SP:Iteration 29F (143230.000000 sec): 3 clusters
  Score: Raw -479973.827699 + Penalty 2728.162892 = -477245.664806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143230.110000 sec): 2 clusters
  Score: Raw -994594.317299 + Penalty 1481.194031 = -993113.123268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143230.350000 sec): 3 clusters
  Score: Raw -989480.488194 + Penalty 2962.388062 = -986518.100132
  nChanged 3875
		SP:Iteration 1F (143230.530000 sec): 3 clusters
  Score: Raw -991633.270977 + Penalty 2962.388062 = -988670.882915
  nChanged 630
		SP:Iteration 2F (143230.770000 sec): 3 clusters
  Score: Raw -991933.276587 + Penalty 2962.388062 = -988970.888524
  nChanged 508
		SP:Iteration 3F (143230.980000 sec): 3 clusters
  Score: Raw -992175.692141 + Penalty 2962.388062 = -989213.304079
  nChanged 437
		SP:Iteration 4Q (143231.170000 sec): 3 clusters
  Score: Raw -992369.233166 + Penalty 2962.388062 = -989406.845104
  nChanged 396
		SP:Iteration 5Q (143231.410000 sec): 3 clusters
  Score: Raw -992538.738333 + Penalty 2962.388062 = -989576.350271
  nChanged 359
		SP:Iteration 6Q (143231.670000 sec): 3 clusters
  Score: Raw -992705.518488 + Penalty 2962.388062 = -989743.130426
  nChanged 333
		SP:Iteration 7Q (143231.850000 sec): 3 clusters
  Score: Raw -992855.949752 + Penalty 2962.388062 = -989893.561690
  nChanged 319
		SP:Iteration 8Q (143232.010000 sec): 3 clusters
  Score: Raw -993004.686536 + Penalty 2962.388062 = -990042.298474
  nChanged 280
		SP:Iteration 9Q (143232.210000 sec): 3 clusters
  Score: Raw -993130.017981 + Penalty 2962.388062 = -990167.629919
  nChanged 268
		SP:Iteration 10Q (143232.450000 sec): 3 clusters
  Score: Raw -993279.164070 + Penalty 2962.388062 = -990316.776008
  nChanged 282
		SP:Iteration 11Q (143232.650000 sec): 3 clusters
  Score: Raw -993438.722378 + Penalty 2962.388062 = -990476.334315
  nChanged 269
		SP:Iteration 12Q (143232.900000 sec): 3 clusters
  Score: Raw -993612.836004 + Penalty 2962.388062 = -990650.447942
  nChanged 261
		SP:Iteration 13Q (143233.110000 sec): 3 clusters
  Score: Raw -993795.261433 + Penalty 2962.388062 = -990832.873370
  nChanged 248
		SP:Iteration 14Q (143233.310000 sec): 3 clusters
  Score: Raw -994006.167629 + Penalty 2962.388062 = -991043.779567
  nChanged 230
		SP:Iteration 15Q (143233.580000 sec): 3 clusters
  Score: Raw -994212.468020 + Penalty 2962.388062 = -991250.079958
  nChanged 200
		SP:Iteration 16Q (143233.810000 sec): 3 clusters
  Score: Raw -994404.283884 + Penalty 2962.388062 = -991441.895821
  nChanged 163
		SP:Iteration 17Q (143234.010000 sec): 3 clusters
  Score: Raw -994556.037976 + Penalty 2962.388062 = -991593.649913
  nChanged 123
		SP:Iteration 18Q (143234.210000 sec): 3 clusters
  Score: Raw -994677.788754 + Penalty 2962.388062 = -991715.400692
  nChanged 102
		SP:Iteration 19Q (143234.420000 sec): 3 clusters
  Score: Raw -994764.166874 + Penalty 2962.388062 = -991801.778811
  nChanged 73
		SP:Iteration 20F (143234.630000 sec): 3 clusters
  Score: Raw -994819.868377 + Penalty 2962.388062 = -991857.480315
  nChanged 47
		SP:Iteration 21Q (143234.840000 sec): 3 clusters
  Score: Raw -994850.965315 + Penalty 2962.388062 = -991888.577253
  nChanged 42
		SP:Iteration 22Q (143235.050000 sec): 3 clusters
  Score: Raw -994874.924751 + Penalty 2962.388062 = -991912.536689
  nChanged 29
		SP:Iteration 23Q (143235.290000 sec): 3 clusters
  Score: Raw -994889.986866 + Penalty 2962.388062 = -991927.598803
  nChanged 26
		SP:Iteration 24Q (143235.470000 sec): 3 clusters
  Score: Raw -994904.425573 + Penalty 2962.388062 = -991942.037511
  nChanged 25
		SP:Iteration 25Q (143235.680000 sec): 3 clusters
  Score: Raw -994919.166127 + Penalty 2962.388062 = -991956.778064
  nChanged 20
		SP:Iteration 26Q (143235.910000 sec): 3 clusters
  Score: Raw -994928.696869 + Penalty 2962.388062 = -991966.308807
  nChanged 16
		SP:Iteration 27Q (143236.110000 sec): 3 clusters
  Score: Raw -994934.244498 + Penalty 2962.388062 = -991971.856435
  nChanged 13
		SP:Iteration 28Q (143236.290000 sec): 3 clusters
  Score: Raw -994939.424231 + Penalty 2962.388062 = -991977.036168
  nChanged 5
		SP:Iteration 29Q (143236.500000 sec): 3 clusters
  Score: Raw -994942.164353 + Penalty 2962.388062 = -991979.776291
  nChanged 4
		SP:Iteration 30Q (143236.710000 sec): 3 clusters
  Score: Raw -994944.641783 + Penalty 2962.388062 = -991982.253720
  nChanged 4
		SP:Iteration 31Q (143236.930000 sec): 3 clusters
  Score: Raw -994946.624550 + Penalty 2962.388062 = -991984.236487
  nChanged 7
		SP:Iteration 32Q (143237.090000 sec): 3 clusters
  Score: Raw -994949.890767 + Penalty 2962.388062 = -991987.502704
  nChanged 11
		SP:Iteration 33Q (143237.280000 sec): 3 clusters
  Score: Raw -994955.333105 + Penalty 2962.388062 = -991992.945042
  nChanged 9
		SP:Iteration 34Q (143237.530000 sec): 3 clusters
  Score: Raw -994959.906742 + Penalty 2962.388062 = -991997.518680
  nChanged 10
		SP:Iteration 35Q (143237.730000 sec): 3 clusters
  Score: Raw -994964.915501 + Penalty 2962.388062 = -992002.527439
  nChanged 12
		SP:Iteration 36Q (143237.900000 sec): 3 clusters
  Score: Raw -994969.537413 + Penalty 2962.388062 = -992007.149351
  nChanged 3
		SP:Iteration 37Q (143238.060000 sec): 3 clusters
  Score: Raw -994970.359389 + Penalty 2962.388062 = -992007.971326
  nChanged 3
		SP:Iteration 38Q (143238.290000 sec): 3 clusters
  Score: Raw -994971.423836 + Penalty 2962.388062 = -992009.035774
  nChanged 1
		SP:Iteration 39Q (143238.480000 sec): 3 clusters
  Score: Raw -994971.922088 + Penalty 2962.388062 = -992009.534026
  nChanged 1
		SP:Iteration 40F (143238.690000 sec): 3 clusters
  Score: Raw -994972.276786 + Penalty 2962.388062 = -992009.888723
  nChanged 1
		SP:Iteration 41Q (143238.890000 sec): 3 clusters
  Score: Raw -994972.809553 + Penalty 2962.388062 = -992010.421490
  nChanged 4
		SP:Iteration 42Q (143239.070000 sec): 3 clusters
  Score: Raw -994973.829447 + Penalty 2962.388062 = -992011.441385
  nChanged 1
		SP:Iteration 43Q (143239.280000 sec): 3 clusters
  Score: Raw -994974.131861 + Penalty 2962.388062 = -992011.743799
  nChanged 0
		SP:Iteration 44F (143239.500000 sec): 3 clusters
  Score: Raw -994974.131861 + Penalty 2962.388062 = -992011.743799
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (11843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143239.620000 sec): 2 clusters
  Score: Raw -1188316.504910 + Penalty 1524.167491 = -1186792.337419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143239.900000 sec): 3 clusters
  Score: Raw -1181489.999174 + Penalty 3048.334983 = -1178441.664191
  nChanged 5163
		SP:Iteration 1F (143240.110000 sec): 3 clusters
  Score: Raw -1184549.408778 + Penalty 3048.334983 = -1181501.073795
  nChanged 798
		SP:Iteration 2F (143240.330000 sec): 3 clusters
  Score: Raw -1185023.783272 + Penalty 3048.334983 = -1181975.448289
  nChanged 781
		SP:Iteration 3F (143240.560000 sec): 3 clusters
  Score: Raw -1185464.145103 + Penalty 3048.334983 = -1182415.810120
  nChanged 690
		SP:Iteration 4F (143240.810000 sec): 3 clusters
  Score: Raw -1185845.585210 + Penalty 3048.334983 = -1182797.250227
  nChanged 596
		SP:Iteration 5F (143240.990000 sec): 3 clusters
  Score: Raw -1186172.588724 + Penalty 3048.334983 = -1183124.253741
  nChanged 554
		SP:Iteration 6Q (143241.270000 sec): 3 clusters
  Score: Raw -1186465.654982 + Penalty 3048.334983 = -1183417.319999
  nChanged 542
		SP:Iteration 7Q (143241.510000 sec): 3 clusters
  Score: Raw -1186774.845380 + Penalty 3048.334983 = -1183726.510397
  nChanged 482
		SP:Iteration 8Q (143241.710000 sec): 3 clusters
  Score: Raw -1187061.046206 + Penalty 3048.334983 = -1184012.711223
  nChanged 439
		SP:Iteration 9Q (143241.920000 sec): 3 clusters
  Score: Raw -1187338.824809 + Penalty 3048.334983 = -1184290.489826
  nChanged 421
		SP:Iteration 10Q (143242.130000 sec): 3 clusters
  Score: Raw -1187623.239997 + Penalty 3048.334983 = -1184574.905015
  nChanged 341
		SP:Iteration 11Q (143242.350000 sec): 3 clusters
  Score: Raw -1187875.412495 + Penalty 3048.334983 = -1184827.077512
  nChanged 297
		SP:Iteration 12Q (143242.580000 sec): 3 clusters
  Score: Raw -1188106.706584 + Penalty 3048.334983 = -1185058.371602
  nChanged 247
		SP:Iteration 13Q (143242.810000 sec): 3 clusters
  Score: Raw -1188301.522904 + Penalty 3048.334983 = -1185253.187921
  nChanged 195
		SP:Iteration 14Q (143243.010000 sec): 3 clusters
  Score: Raw -1188465.380449 + Penalty 3048.334983 = -1185417.045466
  nChanged 160
		SP:Iteration 15Q (143243.190000 sec): 3 clusters
  Score: Raw -1188587.005573 + Penalty 3048.334983 = -1185538.670590
  nChanged 120
		SP:Iteration 16Q (143243.400000 sec): 3 clusters
  Score: Raw -1188677.992958 + Penalty 3048.334983 = -1185629.657975
  nChanged 80
		SP:Iteration 17Q (143243.660000 sec): 3 clusters
  Score: Raw -1188730.998565 + Penalty 3048.334983 = -1185682.663582
  nChanged 47
		SP:Iteration 18Q (143243.840000 sec): 3 clusters
  Score: Raw -1188752.692575 + Penalty 3048.334983 = -1185704.357592
  nChanged 32
		SP:Iteration 19Q (143244.060000 sec): 3 clusters
  Score: Raw -1188770.436261 + Penalty 3048.334983 = -1185722.101278
  nChanged 31
		SP:Iteration 20F (143244.270000 sec): 3 clusters
  Score: Raw -1188788.220658 + Penalty 3048.334983 = -1185739.885675
  nChanged 28
		SP:Iteration 21Q (143244.510000 sec): 3 clusters
  Score: Raw -1188804.045184 + Penalty 3048.334983 = -1185755.710201
  nChanged 22
		SP:Iteration 22Q (143244.730000 sec): 3 clusters
  Score: Raw -1188816.127343 + Penalty 3048.334983 = -1185767.792360
  nChanged 13
		SP:Iteration 23Q (143244.940000 sec): 3 clusters
  Score: Raw -1188826.366550 + Penalty 3048.334983 = -1185778.031568
  nChanged 12
		SP:Iteration 24Q (143245.130000 sec): 3 clusters
  Score: Raw -1188835.686554 + Penalty 3048.334983 = -1185787.351571
  nChanged 8
		SP:Iteration 25Q (143245.350000 sec): 3 clusters
  Score: Raw -1188839.521171 + Penalty 3048.334983 = -1185791.186189
  nChanged 4
		SP:Iteration 26Q (143245.490000 sec): 3 clusters
  Score: Raw -1188841.221841 + Penalty 3048.334983 = -1185792.886858
  nChanged 4
		SP:Iteration 27Q (143245.710000 sec): 3 clusters
  Score: Raw -1188843.420178 + Penalty 3048.334983 = -1185795.085195
  nChanged 1
		SP:Iteration 28Q (143245.980000 sec): 3 clusters
  Score: Raw -1188843.679507 + Penalty 3048.334983 = -1185795.344525
  nChanged 0
		SP:Iteration 29F (143246.210000 sec): 3 clusters
  Score: Raw -1188843.679507 + Penalty 3048.334983 = -1185795.344525
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143246.360000 sec): 2 clusters
  Score: Raw -1053384.210882 + Penalty 1487.745360 = -1051896.465521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143246.550000 sec): 3 clusters
  Score: Raw -1048054.277100 + Penalty 2975.490721 = -1045078.786380
  nChanged 4015
		SP:Iteration 1F (143246.710000 sec): 3 clusters
  Score: Raw -1050174.846334 + Penalty 2975.490721 = -1047199.355613
  nChanged 549
		SP:Iteration 2F (143246.890000 sec): 3 clusters
  Score: Raw -1050403.839310 + Penalty 2975.490721 = -1047428.348590
  nChanged 457
		SP:Iteration 3Q (143247.050000 sec): 3 clusters
  Score: Raw -1050603.694816 + Penalty 2975.490721 = -1047628.204095
  nChanged 418
		SP:Iteration 4Q (143247.260000 sec): 3 clusters
  Score: Raw -1050782.404868 + Penalty 2975.490721 = -1047806.914147
  nChanged 377
		SP:Iteration 5Q (143247.440000 sec): 3 clusters
  Score: Raw -1050950.558894 + Penalty 2975.490721 = -1047975.068174
  nChanged 382
		SP:Iteration 6Q (143247.620000 sec): 3 clusters
  Score: Raw -1051135.587540 + Penalty 2975.490721 = -1048160.096819
  nChanged 384
		SP:Iteration 7Q (143247.840000 sec): 3 clusters
  Score: Raw -1051342.921084 + Penalty 2975.490721 = -1048367.430363
  nChanged 384
		SP:Iteration 8Q (143248.020000 sec): 3 clusters
  Score: Raw -1051574.144959 + Penalty 2975.490721 = -1048598.654238
  nChanged 412
		SP:Iteration 9Q (143248.230000 sec): 3 clusters
  Score: Raw -1051839.208737 + Penalty 2975.490721 = -1048863.718016
  nChanged 384
		SP:Iteration 10Q (143248.420000 sec): 3 clusters
  Score: Raw -1052124.124855 + Penalty 2975.490721 = -1049148.634134
  nChanged 362
		SP:Iteration 11Q (143248.610000 sec): 3 clusters
  Score: Raw -1052412.012235 + Penalty 2975.490721 = -1049436.521514
  nChanged 361
		SP:Iteration 12Q (143248.870000 sec): 3 clusters
  Score: Raw -1052673.230989 + Penalty 2975.490721 = -1049697.740268
  nChanged 305
		SP:Iteration 13Q (143249.040000 sec): 3 clusters
  Score: Raw -1052913.558579 + Penalty 2975.490721 = -1049938.067859
  nChanged 250
		SP:Iteration 14Q (143249.230000 sec): 3 clusters
  Score: Raw -1053096.153128 + Penalty 2975.490721 = -1050120.662408
  nChanged 193
		SP:Iteration 15Q (143249.410000 sec): 3 clusters
  Score: Raw -1053246.095997 + Penalty 2975.490721 = -1050270.605276
  nChanged 149
		SP:Iteration 16Q (143249.570000 sec): 3 clusters
  Score: Raw -1053356.491153 + Penalty 2975.490721 = -1050381.000432
  nChanged 129
		SP:Iteration 17Q (143249.800000 sec): 3 clusters
  Score: Raw -1053440.972233 + Penalty 2975.490721 = -1050465.481513
  nChanged 101
		SP:Iteration 18Q (143249.970000 sec): 3 clusters
  Score: Raw -1053491.172777 + Penalty 2975.490721 = -1050515.682056
  nChanged 77
		SP:Iteration 19Q (143250.190000 sec): 3 clusters
  Score: Raw -1053531.771809 + Penalty 2975.490721 = -1050556.281089
  nChanged 65
		SP:Iteration 20F (143250.350000 sec): 3 clusters
  Score: Raw -1053562.928490 + Penalty 2975.490721 = -1050587.437769
  nChanged 69
		SP:Iteration 21Q (143250.580000 sec): 3 clusters
  Score: Raw -1053587.061297 + Penalty 2975.490721 = -1050611.570577
  nChanged 49
		SP:Iteration 22Q (143250.750000 sec): 3 clusters
  Score: Raw -1053605.771981 + Penalty 2975.490721 = -1050630.281260
  nChanged 34
		SP:Iteration 23Q (143250.930000 sec): 3 clusters
  Score: Raw -1053617.823946 + Penalty 2975.490721 = -1050642.333225
  nChanged 27
		SP:Iteration 24Q (143251.130000 sec): 3 clusters
  Score: Raw -1053628.585562 + Penalty 2975.490721 = -1050653.094841
  nChanged 29
		SP:Iteration 25Q (143251.300000 sec): 3 clusters
  Score: Raw -1053637.982749 + Penalty 2975.490721 = -1050662.492028
  nChanged 28
		SP:Iteration 26Q (143251.470000 sec): 3 clusters
  Score: Raw -1053645.157216 + Penalty 2975.490721 = -1050669.666495
  nChanged 22
		SP:Iteration 27Q (143251.760000 sec): 3 clusters
  Score: Raw -1053649.814113 + Penalty 2975.490721 = -1050674.323393
  nChanged 17
		SP:Iteration 28Q (143251.920000 sec): 3 clusters
  Score: Raw -1053653.550639 + Penalty 2975.490721 = -1050678.059918
  nChanged 18
		SP:Iteration 29Q (143252.140000 sec): 3 clusters
  Score: Raw -1053657.794824 + Penalty 2975.490721 = -1050682.304103
  nChanged 13
		SP:Iteration 30Q (143252.360000 sec): 3 clusters
  Score: Raw -1053660.840016 + Penalty 2975.490721 = -1050685.349296
  nChanged 18
		SP:Iteration 31Q (143252.550000 sec): 3 clusters
  Score: Raw -1053665.048487 + Penalty 2975.490721 = -1050689.557767
  nChanged 13
		SP:Iteration 32Q (143252.770000 sec): 3 clusters
  Score: Raw -1053667.466509 + Penalty 2975.490721 = -1050691.975788
  nChanged 7
		SP:Iteration 33Q (143252.950000 sec): 3 clusters
  Score: Raw -1053668.730640 + Penalty 2975.490721 = -1050693.239919
  nChanged 6
		SP:Iteration 34Q (143253.160000 sec): 3 clusters
  Score: Raw -1053669.626585 + Penalty 2975.490721 = -1050694.135864
  nChanged 8
		SP:Iteration 35Q (143253.390000 sec): 3 clusters
  Score: Raw -1053672.085421 + Penalty 2975.490721 = -1050696.594700
  nChanged 7
		SP:Iteration 36Q (143253.620000 sec): 3 clusters
  Score: Raw -1053673.617916 + Penalty 2975.490721 = -1050698.127196
  nChanged 10
		SP:Iteration 37Q (143253.840000 sec): 3 clusters
  Score: Raw -1053677.044730 + Penalty 2975.490721 = -1050701.554009
  nChanged 10
		SP:Iteration 38Q (143254.040000 sec): 3 clusters
  Score: Raw -1053679.505561 + Penalty 2975.490721 = -1050704.014841
  nChanged 6
		SP:Iteration 39Q (143254.250000 sec): 3 clusters
  Score: Raw -1053680.472098 + Penalty 2975.490721 = -1050704.981378
  nChanged 5
		SP:Iteration 40F (143254.460000 sec): 3 clusters
  Score: Raw -1053682.006527 + Penalty 2975.490721 = -1050706.515807
  nChanged 2
		SP:Iteration 41Q (143254.640000 sec): 3 clusters
  Score: Raw -1053682.368838 + Penalty 2975.490721 = -1050706.878118
  nChanged 2
		SP:Iteration 42Q (143254.860000 sec): 3 clusters
  Score: Raw -1053682.676639 + Penalty 2975.490721 = -1050707.185918
  nChanged 2
		SP:Iteration 43Q (143255.060000 sec): 3 clusters
  Score: Raw -1053683.017489 + Penalty 2975.490721 = -1050707.526768
  nChanged 1
		SP:Iteration 44Q (143255.240000 sec): 3 clusters
  Score: Raw -1053683.264340 + Penalty 2975.490721 = -1050707.773620
  nChanged 0
		SP:Iteration 45F (143255.470000 sec): 3 clusters
  Score: Raw -1053683.264340 + Penalty 2975.490721 = -1050707.773620
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143255.600000 sec): 2 clusters
  Score: Raw -181527.570945 + Penalty 1215.294409 = -180312.276536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143255.730000 sec): 3 clusters
  Score: Raw -180816.054110 + Penalty 2430.588818 = -178385.465291
  nChanged 593
		SP:Iteration 1F (143255.900000 sec): 3 clusters
  Score: Raw -181260.782422 + Penalty 2430.588818 = -178830.193604
  nChanged 137
		SP:Iteration 2F (143256.050000 sec): 3 clusters
  Score: Raw -181380.445278 + Penalty 2430.588818 = -178949.856459
  nChanged 100
		SP:Iteration 3F (143256.240000 sec): 3 clusters
  Score: Raw -181456.749178 + Penalty 2430.588818 = -179026.160360
  nChanged 66
		SP:Iteration 4Q (143256.440000 sec): 3 clusters
  Score: Raw -181501.793517 + Penalty 2430.588818 = -179071.204698
  nChanged 47
		SP:Iteration 5Q (143256.650000 sec): 3 clusters
  Score: Raw -181535.522972 + Penalty 2430.588818 = -179104.934154
  nChanged 33
		SP:Iteration 6Q (143256.820000 sec): 3 clusters
  Score: Raw -181556.004811 + Penalty 2430.588818 = -179125.415993
  nChanged 23
		SP:Iteration 7Q (143256.960000 sec): 3 clusters
  Score: Raw -181572.141112 + Penalty 2430.588818 = -179141.552293
  nChanged 17
		SP:Iteration 8Q (143257.160000 sec): 3 clusters
  Score: Raw -181582.924364 + Penalty 2430.588818 = -179152.335546
  nChanged 16
		SP:Iteration 9Q (143257.330000 sec): 3 clusters
  Score: Raw -181594.870343 + Penalty 2430.588818 = -179164.281524
  nChanged 22
		SP:Iteration 10Q (143257.440000 sec): 3 clusters
  Score: Raw -181606.739780 + Penalty 2430.588818 = -179176.150961
  nChanged 13
		SP:Iteration 11Q (143257.580000 sec): 3 clusters
  Score: Raw -181614.828399 + Penalty 2430.588818 = -179184.239581
  nChanged 15
		SP:Iteration 12Q (143257.760000 sec): 3 clusters
  Score: Raw -181627.096439 + Penalty 2430.588818 = -179196.507621
  nChanged 19
		SP:Iteration 13Q (143257.940000 sec): 3 clusters
  Score: Raw -181637.386534 + Penalty 2430.588818 = -179206.797716
  nChanged 14
		SP:Iteration 14Q (143258.150000 sec): 3 clusters
  Score: Raw -181647.012010 + Penalty 2430.588818 = -179216.423191
  nChanged 10
		SP:Iteration 15Q (143258.300000 sec): 3 clusters
  Score: Raw -181653.114528 + Penalty 2430.588818 = -179222.525709
  nChanged 14
		SP:Iteration 16Q (143258.430000 sec): 3 clusters
  Score: Raw -181659.728613 + Penalty 2430.588818 = -179229.139795
  nChanged 9
		SP:Iteration 17Q (143258.610000 sec): 3 clusters
  Score: Raw -181663.662351 + Penalty 2430.588818 = -179233.073533
  nChanged 8
		SP:Iteration 18Q (143258.760000 sec): 3 clusters
  Score: Raw -181665.608172 + Penalty 2430.588818 = -179235.019354
  nChanged 6
		SP:Iteration 19Q (143258.920000 sec): 3 clusters
  Score: Raw -181673.904706 + Penalty 2430.588818 = -179243.315887
  nChanged 19
		SP:Iteration 20F (143259.030000 sec): 3 clusters
  Score: Raw -181690.735927 + Penalty 2430.588818 = -179260.147108
  nChanged 23
		SP:Iteration 21Q (143259.180000 sec): 3 clusters
  Score: Raw -181708.647454 + Penalty 2430.588818 = -179278.058635
  nChanged 20
		SP:Iteration 22Q (143259.300000 sec): 3 clusters
  Score: Raw -181723.637071 + Penalty 2430.588818 = -179293.048253
  nChanged 13
		SP:Iteration 23Q (143259.470000 sec): 3 clusters
  Score: Raw -181734.908562 + Penalty 2430.588818 = -179304.319743
  nChanged 15
		SP:Iteration 24Q (143259.620000 sec): 3 clusters
  Score: Raw -181742.306680 + Penalty 2430.588818 = -179311.717862
  nChanged 9
		SP:Iteration 25Q (143259.770000 sec): 3 clusters
  Score: Raw -181746.642310 + Penalty 2430.588818 = -179316.053492
  nChanged 9
		SP:Iteration 26Q (143259.940000 sec): 3 clusters
  Score: Raw -181753.883961 + Penalty 2430.588818 = -179323.295143
  nChanged 7
		SP:Iteration 27Q (143260.130000 sec): 3 clusters
  Score: Raw -181758.547021 + Penalty 2430.588818 = -179327.958202
  nChanged 13
		SP:Iteration 28Q (143260.290000 sec): 3 clusters
  Score: Raw -181765.885076 + Penalty 2430.588818 = -179335.296258
  nChanged 12
		SP:Iteration 29Q (143260.490000 sec): 3 clusters
  Score: Raw -181771.245270 + Penalty 2430.588818 = -179340.656451
  nChanged 6
		SP:Iteration 30Q (143260.690000 sec): 3 clusters
  Score: Raw -181774.029011 + Penalty 2430.588818 = -179343.440193
  nChanged 2
		SP:Iteration 31Q (143260.870000 sec): 3 clusters
  Score: Raw -181775.443071 + Penalty 2430.588818 = -179344.854253
  nChanged 4
		SP:Iteration 32Q (143261.000000 sec): 3 clusters
  Score: Raw -181777.244703 + Penalty 2430.588818 = -179346.655885
  nChanged 6
		SP:Iteration 33Q (143261.190000 sec): 3 clusters
  Score: Raw -181779.341105 + Penalty 2430.588818 = -179348.752286
  nChanged 5
		SP:Iteration 34Q (143261.410000 sec): 3 clusters
  Score: Raw -181781.429939 + Penalty 2430.588818 = -179350.841121
  nChanged 8
		SP:Iteration 35Q (143261.570000 sec): 3 clusters
  Score: Raw -181784.558082 + Penalty 2430.588818 = -179353.969263
  nChanged 7
		SP:Iteration 36Q (143261.750000 sec): 3 clusters
  Score: Raw -181788.057405 + Penalty 2430.588818 = -179357.468587
  nChanged 11
		SP:Iteration 37Q (143261.910000 sec): 3 clusters
  Score: Raw -181793.010435 + Penalty 2430.588818 = -179362.421617
  nChanged 12
		SP:Iteration 38Q (143262.140000 sec): 3 clusters
  Score: Raw -181799.746828 + Penalty 2430.588818 = -179369.158009
  nChanged 11
		SP:Iteration 39Q (143262.260000 sec): 3 clusters
  Score: Raw -181807.620692 + Penalty 2430.588818 = -179377.031874
  nChanged 8
		SP:Iteration 40F (143262.470000 sec): 3 clusters
  Score: Raw -181811.170156 + Penalty 2430.588818 = -179380.581337
  nChanged 5
		SP:Iteration 41Q (143262.650000 sec): 3 clusters
  Score: Raw -181813.747672 + Penalty 2430.588818 = -179383.158853
  nChanged 5
		SP:Iteration 42Q (143262.830000 sec): 3 clusters
  Score: Raw -181816.323246 + Penalty 2430.588818 = -179385.734428
  nChanged 7
		SP:Iteration 43Q (143263.010000 sec): 3 clusters
  Score: Raw -181822.337506 + Penalty 2430.588818 = -179391.748688
  nChanged 8
		SP:Iteration 44Q (143263.150000 sec): 3 clusters
  Score: Raw -181825.587089 + Penalty 2430.588818 = -179394.998271
  nChanged 3
		SP:Iteration 45Q (143263.350000 sec): 3 clusters
  Score: Raw -181826.289682 + Penalty 2430.588818 = -179395.700864
  nChanged 1
		SP:Iteration 46Q (143263.480000 sec): 3 clusters
  Score: Raw -181827.498986 + Penalty 2430.588818 = -179396.910167
  nChanged 3
		SP:Iteration 47Q (143263.680000 sec): 3 clusters
  Score: Raw -181828.936882 + Penalty 2430.588818 = -179398.348064
  nChanged 3
		SP:Iteration 48Q (143263.900000 sec): 3 clusters
  Score: Raw -181830.484509 + Penalty 2430.588818 = -179399.895691
  nChanged 2
		SP:Iteration 49Q (143264.080000 sec): 3 clusters
  Score: Raw -181830.950723 + Penalty 2430.588818 = -179400.361904
  nChanged 1
		SP:Iteration 50Q (143264.230000 sec): 3 clusters
  Score: Raw -181832.491820 + Penalty 2430.588818 = -179401.903002
  nChanged 3
		SP:Iteration 51Q (143264.400000 sec): 3 clusters
  Score: Raw -181836.974331 + Penalty 2430.588818 = -179406.385513
  nChanged 6
		SP:Iteration 52Q (143264.550000 sec): 3 clusters
  Score: Raw -181840.789272 + Penalty 2430.588818 = -179410.200454
  nChanged 7
		SP:Iteration 53Q (143264.680000 sec): 3 clusters
  Score: Raw -181844.350979 + Penalty 2430.588818 = -179413.762161
  nChanged 4
		SP:Iteration 54Q (143264.790000 sec): 3 clusters
  Score: Raw -181846.788055 + Penalty 2430.588818 = -179416.199237
  nChanged 3
		SP:Iteration 55Q (143264.920000 sec): 3 clusters
  Score: Raw -181849.442351 + Penalty 2430.588818 = -179418.853533
  nChanged 6
		SP:Iteration 56Q (143265.080000 sec): 3 clusters
  Score: Raw -181854.324546 + Penalty 2430.588818 = -179423.735727
  nChanged 5
		SP:Iteration 57Q (143265.230000 sec): 3 clusters
  Score: Raw -181858.045830 + Penalty 2430.588818 = -179427.457012
  nChanged 4
		SP:Iteration 58Q (143265.380000 sec): 3 clusters
  Score: Raw -181861.332421 + Penalty 2430.588818 = -179430.743603
  nChanged 3
		SP:Iteration 59Q (143265.530000 sec): 3 clusters
  Score: Raw -181863.614976 + Penalty 2430.588818 = -179433.026158
  nChanged 6
		SP:Iteration 60F (143265.690000 sec): 3 clusters
  Score: Raw -181867.135950 + Penalty 2430.588818 = -179436.547132
  nChanged 3
		SP:Iteration 61Q (143265.850000 sec): 3 clusters
  Score: Raw -181868.371218 + Penalty 2430.588818 = -179437.782400
  nChanged 2
		SP:Iteration 62Q (143266.010000 sec): 3 clusters
  Score: Raw -181869.172966 + Penalty 2430.588818 = -179438.584147
  nChanged 1
		SP:Iteration 63Q (143266.170000 sec): 3 clusters
  Score: Raw -181869.747016 + Penalty 2430.588818 = -179439.158197
  nChanged 2
		SP:Iteration 64Q (143266.320000 sec): 3 clusters
  Score: Raw -181870.597375 + Penalty 2430.588818 = -179440.008557
  nChanged 2
		SP:Iteration 65Q (143266.500000 sec): 3 clusters
  Score: Raw -181871.629763 + Penalty 2430.588818 = -179441.040945
  nChanged 3
		SP:Iteration 66Q (143266.630000 sec): 3 clusters
  Score: Raw -181873.234777 + Penalty 2430.588818 = -179442.645959
  nChanged 3
		SP:Iteration 67Q (143266.860000 sec): 3 clusters
  Score: Raw -181874.933224 + Penalty 2430.588818 = -179444.344405
  nChanged 6
		SP:Iteration 68Q (143267.000000 sec): 3 clusters
  Score: Raw -181877.570417 + Penalty 2430.588818 = -179446.981599
  nChanged 2
		SP:Iteration 69Q (143267.170000 sec): 3 clusters
  Score: Raw -181878.198265 + Penalty 2430.588818 = -179447.609447
  nChanged 2
		SP:Iteration 70Q (143267.400000 sec): 3 clusters
  Score: Raw -181879.461090 + Penalty 2430.588818 = -179448.872272
  nChanged 1
		SP:Iteration 71Q (143267.530000 sec): 3 clusters
  Score: Raw -181880.121795 + Penalty 2430.588818 = -179449.532977
  nChanged 2
		SP:Iteration 72Q (143267.700000 sec): 3 clusters
  Score: Raw -181880.918055 + Penalty 2430.588818 = -179450.329237
  nChanged 1
		SP:Iteration 73Q (143267.850000 sec): 3 clusters
  Score: Raw -181881.250159 + Penalty 2430.588818 = -179450.661340
  nChanged 1
		SP:Iteration 74Q (143268.050000 sec): 3 clusters
  Score: Raw -181881.926707 + Penalty 2430.588818 = -179451.337889
  nChanged 0
		SP:Iteration 75F (143268.220000 sec): 3 clusters
  Score: Raw -181881.926707 + Penalty 2430.588818 = -179451.337889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143268.330000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143268.500000 sec): 3 clusters
  Score: Raw -57482.885190 + Penalty 2030.613934 = -55452.271255
  nChanged 100
		SP:Iteration 1F (143268.690000 sec): 3 clusters
  Score: Raw -57617.896363 + Penalty 2030.613934 = -55587.282428
  nChanged 25
		SP:Iteration 2Q (143268.820000 sec): 3 clusters
  Score: Raw -57650.897366 + Penalty 2030.613934 = -55620.283432
  nChanged 11
		SP:Iteration 3Q (143268.980000 sec): 3 clusters
  Score: Raw -57662.580397 + Penalty 2030.613934 = -55631.966463
  nChanged 4
		SP:Iteration 4Q (143269.190000 sec): 3 clusters
  Score: Raw -57666.910712 + Penalty 2030.613934 = -55636.296778
  nChanged 4
		SP:Iteration 5Q (143269.350000 sec): 3 clusters
  Score: Raw -57670.707607 + Penalty 2030.613934 = -55640.093673
  nChanged 3
		SP:Iteration 6Q (143269.540000 sec): 3 clusters
  Score: Raw -57676.226877 + Penalty 2030.613934 = -55645.612942
  nChanged 4
		SP:Iteration 7Q (143269.700000 sec): 3 clusters
  Score: Raw -57679.054148 + Penalty 2030.613934 = -55648.440214
  nChanged 2
		SP:Iteration 8Q (143269.870000 sec): 3 clusters
  Score: Raw -57681.703959 + Penalty 2030.613934 = -55651.090025
  nChanged 4
		SP:Iteration 9Q (143270.030000 sec): 3 clusters
  Score: Raw -57685.344970 + Penalty 2030.613934 = -55654.731036
  nChanged 3
		SP:Iteration 10Q (143270.160000 sec): 3 clusters
  Score: Raw -57689.244908 + Penalty 2030.613934 = -55658.630974
  nChanged 1
		SP:Iteration 11Q (143270.280000 sec): 3 clusters
  Score: Raw -57690.085027 + Penalty 2030.613934 = -55659.471093
  nChanged 1
		SP:Iteration 12Q (143270.500000 sec): 3 clusters
  Score: Raw -57692.283879 + Penalty 2030.613934 = -55661.669945
  nChanged 2
		SP:Iteration 13Q (143270.640000 sec): 3 clusters
  Score: Raw -57696.539131 + Penalty 2030.613934 = -55665.925197
  nChanged 3
		SP:Iteration 14Q (143270.780000 sec): 3 clusters
  Score: Raw -57701.176896 + Penalty 2030.613934 = -55670.562962
  nChanged 3
		SP:Iteration 15Q (143270.930000 sec): 3 clusters
  Score: Raw -57707.081955 + Penalty 2030.613934 = -55676.468021
  nChanged 2
		SP:Iteration 16Q (143271.060000 sec): 3 clusters
  Score: Raw -57708.475000 + Penalty 2030.613934 = -55677.861065
  nChanged 0
		SP:Iteration 17F (143271.200000 sec): 3 clusters
  Score: Raw -57708.475000 + Penalty 2030.613934 = -55677.861065
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143271.340000 sec): 2 clusters
  Score: Raw -864058.038009 + Penalty 1456.409473 = -862601.628536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143271.540000 sec): 3 clusters
  Score: Raw -859728.366139 + Penalty 2912.818946 = -856815.547193
  nChanged 3357
		SP:Iteration 1F (143271.750000 sec): 3 clusters
  Score: Raw -861544.715696 + Penalty 2912.818946 = -858631.896750
  nChanged 445
		SP:Iteration 2F (143271.930000 sec): 3 clusters
  Score: Raw -861755.710990 + Penalty 2912.818946 = -858842.892045
  nChanged 383
		SP:Iteration 3Q (143272.140000 sec): 3 clusters
  Score: Raw -861934.564249 + Penalty 2912.818946 = -859021.745303
  nChanged 336
		SP:Iteration 4Q (143272.380000 sec): 3 clusters
  Score: Raw -862089.320349 + Penalty 2912.818946 = -859176.501403
  nChanged 307
		SP:Iteration 5Q (143272.600000 sec): 3 clusters
  Score: Raw -862245.047393 + Penalty 2912.818946 = -859332.228447
  nChanged 322
		SP:Iteration 6Q (143272.730000 sec): 3 clusters
  Score: Raw -862405.639263 + Penalty 2912.818946 = -859492.820317
  nChanged 314
		SP:Iteration 7Q (143272.910000 sec): 3 clusters
  Score: Raw -862564.785098 + Penalty 2912.818946 = -859651.966153
  nChanged 309
		SP:Iteration 8Q (143273.080000 sec): 3 clusters
  Score: Raw -862744.853302 + Penalty 2912.818946 = -859832.034356
  nChanged 337
		SP:Iteration 9Q (143273.250000 sec): 3 clusters
  Score: Raw -862950.425745 + Penalty 2912.818946 = -860037.606799
  nChanged 330
		SP:Iteration 10Q (143273.430000 sec): 3 clusters
  Score: Raw -863157.377054 + Penalty 2912.818946 = -860244.558108
  nChanged 300
		SP:Iteration 11Q (143273.570000 sec): 3 clusters
  Score: Raw -863385.030709 + Penalty 2912.818946 = -860472.211764
  nChanged 300
		SP:Iteration 12Q (143273.690000 sec): 3 clusters
  Score: Raw -863655.167306 + Penalty 2912.818946 = -860742.348360
  nChanged 273
		SP:Iteration 13Q (143273.850000 sec): 3 clusters
  Score: Raw -863886.160665 + Penalty 2912.818946 = -860973.341720
  nChanged 230
		SP:Iteration 14Q (143274.000000 sec): 3 clusters
  Score: Raw -864063.975122 + Penalty 2912.818946 = -861151.156176
  nChanged 175
		SP:Iteration 15Q (143274.190000 sec): 3 clusters
  Score: Raw -864214.974852 + Penalty 2912.818946 = -861302.155907
  nChanged 152
		SP:Iteration 16Q (143274.360000 sec): 3 clusters
  Score: Raw -864325.419316 + Penalty 2912.818946 = -861412.600370
  nChanged 111
		SP:Iteration 17Q (143274.580000 sec): 3 clusters
  Score: Raw -864391.205562 + Penalty 2912.818946 = -861478.386617
  nChanged 75
		SP:Iteration 18Q (143274.840000 sec): 3 clusters
  Score: Raw -864422.946107 + Penalty 2912.818946 = -861510.127161
  nChanged 44
		SP:Iteration 19Q (143275.010000 sec): 3 clusters
  Score: Raw -864438.432861 + Penalty 2912.818946 = -861525.613915
  nChanged 34
		SP:Iteration 20F (143275.240000 sec): 3 clusters
  Score: Raw -864453.822574 + Penalty 2912.818946 = -861541.003628
  nChanged 28
		SP:Iteration 21Q (143275.410000 sec): 3 clusters
  Score: Raw -864461.618647 + Penalty 2912.818946 = -861548.799701
  nChanged 21
		SP:Iteration 22Q (143275.670000 sec): 3 clusters
  Score: Raw -864468.391204 + Penalty 2912.818946 = -861555.572259
  nChanged 15
		SP:Iteration 23Q (143275.860000 sec): 3 clusters
  Score: Raw -864472.711151 + Penalty 2912.818946 = -861559.892205
  nChanged 16
		SP:Iteration 24Q (143276.120000 sec): 3 clusters
  Score: Raw -864476.637964 + Penalty 2912.818946 = -861563.819018
  nChanged 11
		SP:Iteration 25Q (143276.300000 sec): 3 clusters
  Score: Raw -864478.890819 + Penalty 2912.818946 = -861566.071873
  nChanged 11
		SP:Iteration 26Q (143276.540000 sec): 3 clusters
  Score: Raw -864482.290031 + Penalty 2912.818946 = -861569.471085
  nChanged 9
		SP:Iteration 27Q (143276.700000 sec): 3 clusters
  Score: Raw -864484.466538 + Penalty 2912.818946 = -861571.647593
  nChanged 10
		SP:Iteration 28Q (143276.900000 sec): 3 clusters
  Score: Raw -864486.471192 + Penalty 2912.818946 = -861573.652246
  nChanged 10
		SP:Iteration 29Q (143277.120000 sec): 3 clusters
  Score: Raw -864488.952545 + Penalty 2912.818946 = -861576.133599
  nChanged 11
		SP:Iteration 30Q (143277.330000 sec): 3 clusters
  Score: Raw -864491.928790 + Penalty 2912.818946 = -861579.109845
  nChanged 9
		SP:Iteration 31Q (143277.530000 sec): 3 clusters
  Score: Raw -864493.913064 + Penalty 2912.818946 = -861581.094119
  nChanged 7
		SP:Iteration 32Q (143277.740000 sec): 3 clusters
  Score: Raw -864495.286540 + Penalty 2912.818946 = -861582.467594
  nChanged 7
		SP:Iteration 33Q (143277.920000 sec): 3 clusters
  Score: Raw -864496.279374 + Penalty 2912.818946 = -861583.460428
  nChanged 1
		SP:Iteration 34Q (143278.120000 sec): 3 clusters
  Score: Raw -864496.393477 + Penalty 2912.818946 = -861583.574531
  nChanged 0
		SP:Iteration 35F (143278.380000 sec): 3 clusters
  Score: Raw -864496.393477 + Penalty 2912.818946 = -861583.574531
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143278.480000 sec): 2 clusters
  Score: Raw -31054.426736 + Penalty 941.364711 = -30113.062025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143278.670000 sec): 3 clusters
  Score: Raw -31090.849262 + Penalty 1882.729423 = -29208.119839
  nChanged 67
		SP:Iteration 1F (143278.820000 sec): 3 clusters
  Score: Raw -31213.533219 + Penalty 1882.729423 = -29330.803796
  nChanged 19
		SP:Iteration 2F (143279.010000 sec): 3 clusters
  Score: Raw -31271.683324 + Penalty 1882.729423 = -29388.953902
  nChanged 19
		SP:Iteration 3F (143279.180000 sec): 3 clusters
  Score: Raw -31333.870186 + Penalty 1882.729423 = -29451.140763
  nChanged 7
		SP:Iteration 4Q (143279.330000 sec): 3 clusters
  Score: Raw -31352.589546 + Penalty 1882.729423 = -29469.860123
  nChanged 4
		SP:Iteration 5Q (143279.500000 sec): 3 clusters
  Score: Raw -31360.302843 + Penalty 1882.729423 = -29477.573421
  nChanged 2
		SP:Iteration 6Q (143279.660000 sec): 3 clusters
  Score: Raw -31363.663783 + Penalty 1882.729423 = -29480.934360
  nChanged 1
		SP:Iteration 7Q (143279.840000 sec): 3 clusters
  Score: Raw -31368.256475 + Penalty 1882.729423 = -29485.527052
  nChanged 2
		SP:Iteration 8Q (143280.030000 sec): 3 clusters
  Score: Raw -31372.112940 + Penalty 1882.729423 = -29489.383517
  nChanged 1
		SP:Iteration 9Q (143280.160000 sec): 3 clusters
  Score: Raw -31373.696927 + Penalty 1882.729423 = -29490.967504
  nChanged 0
		SP:Iteration 10F (143280.370000 sec): 3 clusters
  Score: Raw -31373.696927 + Penalty 1882.729423 = -29490.967504
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143280.460000 sec): 2 clusters
  Score: Raw -310269.460790 + Penalty 1291.440317 = -308978.020473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143280.610000 sec): 3 clusters
  Score: Raw -308985.768690 + Penalty 2582.880634 = -306402.888057
  nChanged 994
		SP:Iteration 1F (143280.830000 sec): 3 clusters
  Score: Raw -309576.172795 + Penalty 2582.880634 = -306993.292161
  nChanged 222
		SP:Iteration 2F (143281.010000 sec): 3 clusters
  Score: Raw -309714.076782 + Penalty 2582.880634 = -307131.196148
  nChanged 134
		SP:Iteration 3Q (143281.160000 sec): 3 clusters
  Score: Raw -309801.220392 + Penalty 2582.880634 = -307218.339759
  nChanged 116
		SP:Iteration 4Q (143281.350000 sec): 3 clusters
  Score: Raw -309873.676627 + Penalty 2582.880634 = -307290.795994
  nChanged 97
		SP:Iteration 5Q (143281.540000 sec): 3 clusters
  Score: Raw -309939.772085 + Penalty 2582.880634 = -307356.891451
  nChanged 93
		SP:Iteration 6Q (143281.720000 sec): 3 clusters
  Score: Raw -310005.637115 + Penalty 2582.880634 = -307422.756481
  nChanged 98
		SP:Iteration 7Q (143281.910000 sec): 3 clusters
  Score: Raw -310077.615587 + Penalty 2582.880634 = -307494.734953
  nChanged 91
		SP:Iteration 8Q (143282.060000 sec): 3 clusters
  Score: Raw -310144.937185 + Penalty 2582.880634 = -307562.056552
  nChanged 83
		SP:Iteration 9Q (143282.210000 sec): 3 clusters
  Score: Raw -310206.857121 + Penalty 2582.880634 = -307623.976487
  nChanged 64
		SP:Iteration 10Q (143282.380000 sec): 3 clusters
  Score: Raw -310255.435976 + Penalty 2582.880634 = -307672.555342
  nChanged 60
		SP:Iteration 11Q (143282.600000 sec): 3 clusters
  Score: Raw -310293.935062 + Penalty 2582.880634 = -307711.054429
  nChanged 50
		SP:Iteration 12Q (143282.760000 sec): 3 clusters
  Score: Raw -310323.994275 + Penalty 2582.880634 = -307741.113641
  nChanged 42
		SP:Iteration 13Q (143282.940000 sec): 3 clusters
  Score: Raw -310346.221634 + Penalty 2582.880634 = -307763.341000
  nChanged 26
		SP:Iteration 14Q (143283.110000 sec): 3 clusters
  Score: Raw -310359.541535 + Penalty 2582.880634 = -307776.660901
  nChanged 23
		SP:Iteration 15Q (143283.260000 sec): 3 clusters
  Score: Raw -310373.468943 + Penalty 2582.880634 = -307790.588309
  nChanged 22
		SP:Iteration 16Q (143283.430000 sec): 3 clusters
  Score: Raw -310386.100207 + Penalty 2582.880634 = -307803.219573
  nChanged 20
		SP:Iteration 17Q (143283.600000 sec): 3 clusters
  Score: Raw -310398.719519 + Penalty 2582.880634 = -307815.838885
  nChanged 19
		SP:Iteration 18Q (143283.770000 sec): 3 clusters
  Score: Raw -310410.933831 + Penalty 2582.880634 = -307828.053197
  nChanged 17
		SP:Iteration 19Q (143283.980000 sec): 3 clusters
  Score: Raw -310420.879308 + Penalty 2582.880634 = -307837.998674
  nChanged 8
		SP:Iteration 20F (143284.160000 sec): 3 clusters
  Score: Raw -310423.720315 + Penalty 2582.880634 = -307840.839682
  nChanged 4
		SP:Iteration 21Q (143284.320000 sec): 3 clusters
  Score: Raw -310425.362674 + Penalty 2582.880634 = -307842.482040
  nChanged 3
		SP:Iteration 22Q (143284.480000 sec): 3 clusters
  Score: Raw -310426.779068 + Penalty 2582.880634 = -307843.898434
  nChanged 3
		SP:Iteration 23Q (143284.660000 sec): 3 clusters
  Score: Raw -310428.815852 + Penalty 2582.880634 = -307845.935218
  nChanged 4
		SP:Iteration 24Q (143284.870000 sec): 3 clusters
  Score: Raw -310430.449176 + Penalty 2582.880634 = -307847.568542
  nChanged 3
		SP:Iteration 25Q (143285.060000 sec): 3 clusters
  Score: Raw -310431.741570 + Penalty 2582.880634 = -307848.860936
  nChanged 1
		SP:Iteration 26Q (143285.190000 sec): 3 clusters
  Score: Raw -310432.973176 + Penalty 2582.880634 = -307850.092543
  nChanged 3
		SP:Iteration 27Q (143285.380000 sec): 3 clusters
  Score: Raw -310434.060580 + Penalty 2582.880634 = -307851.179946
  nChanged 1
		SP:Iteration 28Q (143285.600000 sec): 3 clusters
  Score: Raw -310434.522485 + Penalty 2582.880634 = -307851.641851
  nChanged 1
		SP:Iteration 29Q (143285.740000 sec): 3 clusters
  Score: Raw -310434.835204 + Penalty 2582.880634 = -307851.954570
  nChanged 1
		SP:Iteration 30Q (143285.880000 sec): 3 clusters
  Score: Raw -310435.058320 + Penalty 2582.880634 = -307852.177686
  nChanged 2
		SP:Iteration 31Q (143286.070000 sec): 3 clusters
  Score: Raw -310435.880170 + Penalty 2582.880634 = -307852.999536
  nChanged 0
		SP:Iteration 32F (143286.230000 sec): 3 clusters
  Score: Raw -310435.880170 + Penalty 2582.880634 = -307852.999536
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143286.350000 sec): 2 clusters
  Score: Raw -233154.593610 + Penalty 1256.153404 = -231898.440206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143286.480000 sec): 3 clusters
  Score: Raw -232185.373735 + Penalty 2512.306808 = -229673.066926
  nChanged 824
		SP:Iteration 1F (143286.680000 sec): 3 clusters
  Score: Raw -232874.389898 + Penalty 2512.306808 = -230362.083089
  nChanged 228
		SP:Iteration 2F (143286.850000 sec): 3 clusters
  Score: Raw -233157.892399 + Penalty 2512.306808 = -230645.585591
  nChanged 179
		SP:Iteration 3F (143287.040000 sec): 3 clusters
  Score: Raw -233376.575626 + Penalty 2512.306808 = -230864.268818
  nChanged 129
		SP:Iteration 4F (143287.240000 sec): 3 clusters
  Score: Raw -233506.403936 + Penalty 2512.306808 = -230994.097128
  nChanged 98
		SP:Iteration 5Q (143287.400000 sec): 3 clusters
  Score: Raw -233596.290827 + Penalty 2512.306808 = -231083.984019
  nChanged 72
		SP:Iteration 6Q (143287.540000 sec): 3 clusters
  Score: Raw -233653.781340 + Penalty 2512.306808 = -231141.474532
  nChanged 52
		SP:Iteration 7Q (143287.760000 sec): 3 clusters
  Score: Raw -233685.043825 + Penalty 2512.306808 = -231172.737016
  nChanged 32
		SP:Iteration 8Q (143287.940000 sec): 3 clusters
  Score: Raw -233706.997683 + Penalty 2512.306808 = -231194.690874
  nChanged 36
		SP:Iteration 9Q (143288.110000 sec): 3 clusters
  Score: Raw -233730.667564 + Penalty 2512.306808 = -231218.360755
  nChanged 28
		SP:Iteration 10Q (143288.280000 sec): 3 clusters
  Score: Raw -233745.095191 + Penalty 2512.306808 = -231232.788383
  nChanged 22
		SP:Iteration 11Q (143288.470000 sec): 3 clusters
  Score: Raw -233756.608338 + Penalty 2512.306808 = -231244.301530
  nChanged 19
		SP:Iteration 12Q (143288.630000 sec): 3 clusters
  Score: Raw -233765.379430 + Penalty 2512.306808 = -231253.072622
  nChanged 19
		SP:Iteration 13Q (143288.800000 sec): 3 clusters
  Score: Raw -233776.026064 + Penalty 2512.306808 = -231263.719256
  nChanged 23
		SP:Iteration 14Q (143288.990000 sec): 3 clusters
  Score: Raw -233788.457246 + Penalty 2512.306808 = -231276.150438
  nChanged 14
		SP:Iteration 15Q (143289.120000 sec): 3 clusters
  Score: Raw -233796.107265 + Penalty 2512.306808 = -231283.800457
  nChanged 18
		SP:Iteration 16Q (143289.270000 sec): 3 clusters
  Score: Raw -233804.432280 + Penalty 2512.306808 = -231292.125472
  nChanged 15
		SP:Iteration 17Q (143289.460000 sec): 3 clusters
  Score: Raw -233811.819641 + Penalty 2512.306808 = -231299.512833
  nChanged 16
		SP:Iteration 18Q (143289.620000 sec): 3 clusters
  Score: Raw -233821.382835 + Penalty 2512.306808 = -231309.076026
  nChanged 19
		SP:Iteration 19Q (143289.780000 sec): 3 clusters
  Score: Raw -233830.809729 + Penalty 2512.306808 = -231318.502921
  nChanged 23
		SP:Iteration 20F (143290.010000 sec): 3 clusters
  Score: Raw -233844.439447 + Penalty 2512.306808 = -231332.132639
  nChanged 20
		SP:Iteration 21Q (143290.190000 sec): 3 clusters
  Score: Raw -233854.912788 + Penalty 2512.306808 = -231342.605979
  nChanged 15
		SP:Iteration 22Q (143290.350000 sec): 3 clusters
  Score: Raw -233864.184238 + Penalty 2512.306808 = -231351.877429
  nChanged 11
		SP:Iteration 23Q (143290.530000 sec): 3 clusters
  Score: Raw -233871.575539 + Penalty 2512.306808 = -231359.268731
  nChanged 11
		SP:Iteration 24Q (143290.740000 sec): 3 clusters
  Score: Raw -233877.879402 + Penalty 2512.306808 = -231365.572594
  nChanged 9
		SP:Iteration 25Q (143290.900000 sec): 3 clusters
  Score: Raw -233884.025710 + Penalty 2512.306808 = -231371.718901
  nChanged 8
		SP:Iteration 26Q (143291.080000 sec): 3 clusters
  Score: Raw -233888.616419 + Penalty 2512.306808 = -231376.309611
  nChanged 10
		SP:Iteration 27Q (143291.240000 sec): 3 clusters
  Score: Raw -233892.547904 + Penalty 2512.306808 = -231380.241095
  nChanged 10
		SP:Iteration 28Q (143291.440000 sec): 3 clusters
  Score: Raw -233896.911977 + Penalty 2512.306808 = -231384.605169
  nChanged 11
		SP:Iteration 29Q (143291.590000 sec): 3 clusters
  Score: Raw -233902.712140 + Penalty 2512.306808 = -231390.405331
  nChanged 8
		SP:Iteration 30Q (143291.800000 sec): 3 clusters
  Score: Raw -233906.654023 + Penalty 2512.306808 = -231394.347215
  nChanged 6
		SP:Iteration 31Q (143291.940000 sec): 3 clusters
  Score: Raw -233908.352897 + Penalty 2512.306808 = -231396.046088
  nChanged 3
		SP:Iteration 32Q (143292.060000 sec): 3 clusters
  Score: Raw -233908.932602 + Penalty 2512.306808 = -231396.625794
  nChanged 4
		SP:Iteration 33Q (143292.240000 sec): 3 clusters
  Score: Raw -233909.897545 + Penalty 2512.306808 = -231397.590736
  nChanged 2
		SP:Iteration 34Q (143292.430000 sec): 3 clusters
  Score: Raw -233910.443166 + Penalty 2512.306808 = -231398.136358
  nChanged 0
		SP:Iteration 35F (143292.580000 sec): 3 clusters
  Score: Raw -233910.443166 + Penalty 2512.306808 = -231398.136358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143292.720000 sec): 2 clusters
  Score: Raw -412524.208995 + Penalty 1345.780148 = -411178.428846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143292.920000 sec): 3 clusters
  Score: Raw -410572.808403 + Penalty 2691.560297 = -407881.248106
  nChanged 1563
		SP:Iteration 1F (143293.080000 sec): 3 clusters
  Score: Raw -411507.587508 + Penalty 2691.560297 = -408816.027211
  nChanged 326
		SP:Iteration 2F (143293.260000 sec): 3 clusters
  Score: Raw -411739.618471 + Penalty 2691.560297 = -409048.058174
  nChanged 247
		SP:Iteration 3F (143293.430000 sec): 3 clusters
  Score: Raw -411942.481947 + Penalty 2691.560297 = -409250.921650
  nChanged 222
		SP:Iteration 4F (143293.640000 sec): 3 clusters
  Score: Raw -412118.238841 + Penalty 2691.560297 = -409426.678544
  nChanged 193
		SP:Iteration 5Q (143293.810000 sec): 3 clusters
  Score: Raw -412264.069752 + Penalty 2691.560297 = -409572.509455
  nChanged 164
		SP:Iteration 6Q (143293.980000 sec): 3 clusters
  Score: Raw -412376.272725 + Penalty 2691.560297 = -409684.712428
  nChanged 139
		SP:Iteration 7Q (143294.140000 sec): 3 clusters
  Score: Raw -412491.999307 + Penalty 2691.560297 = -409800.439011
  nChanged 135
		SP:Iteration 8Q (143294.320000 sec): 3 clusters
  Score: Raw -412591.366946 + Penalty 2691.560297 = -409899.806649
  nChanged 116
		SP:Iteration 9Q (143294.480000 sec): 3 clusters
  Score: Raw -412674.505518 + Penalty 2691.560297 = -409982.945221
  nChanged 119
		SP:Iteration 10Q (143294.650000 sec): 3 clusters
  Score: Raw -412773.446118 + Penalty 2691.560297 = -410081.885821
  nChanged 118
		SP:Iteration 11Q (143294.850000 sec): 3 clusters
  Score: Raw -412877.693895 + Penalty 2691.560297 = -410186.133598
  nChanged 109
		SP:Iteration 12Q (143295.020000 sec): 3 clusters
  Score: Raw -412953.219521 + Penalty 2691.560297 = -410261.659224
  nChanged 79
		SP:Iteration 13Q (143295.220000 sec): 3 clusters
  Score: Raw -412999.149781 + Penalty 2691.560297 = -410307.589484
  nChanged 62
		SP:Iteration 14Q (143295.400000 sec): 3 clusters
  Score: Raw -413039.031676 + Penalty 2691.560297 = -410347.471379
  nChanged 66
		SP:Iteration 15Q (143295.560000 sec): 3 clusters
  Score: Raw -413077.947720 + Penalty 2691.560297 = -410386.387423
  nChanged 52
		SP:Iteration 16Q (143295.760000 sec): 3 clusters
  Score: Raw -413104.142566 + Penalty 2691.560297 = -410412.582269
  nChanged 42
		SP:Iteration 17Q (143295.980000 sec): 3 clusters
  Score: Raw -413120.643658 + Penalty 2691.560297 = -410429.083361
  nChanged 30
		SP:Iteration 18Q (143296.130000 sec): 3 clusters
  Score: Raw -413133.617693 + Penalty 2691.560297 = -410442.057396
  nChanged 29
		SP:Iteration 19Q (143296.320000 sec): 3 clusters
  Score: Raw -413144.640852 + Penalty 2691.560297 = -410453.080555
  nChanged 22
		SP:Iteration 20F (143296.530000 sec): 3 clusters
  Score: Raw -413152.523860 + Penalty 2691.560297 = -410460.963563
  nChanged 18
		SP:Iteration 21Q (143296.680000 sec): 3 clusters
  Score: Raw -413159.992290 + Penalty 2691.560297 = -410468.431993
  nChanged 16
		SP:Iteration 22Q (143296.850000 sec): 3 clusters
  Score: Raw -413165.953548 + Penalty 2691.560297 = -410474.393251
  nChanged 14
		SP:Iteration 23Q (143297.020000 sec): 3 clusters
  Score: Raw -413169.531758 + Penalty 2691.560297 = -410477.971462
  nChanged 11
		SP:Iteration 24Q (143297.210000 sec): 3 clusters
  Score: Raw -413174.113754 + Penalty 2691.560297 = -410482.553457
  nChanged 11
		SP:Iteration 25Q (143297.360000 sec): 3 clusters
  Score: Raw -413177.442694 + Penalty 2691.560297 = -410485.882397
  nChanged 8
		SP:Iteration 26Q (143297.550000 sec): 3 clusters
  Score: Raw -413179.496247 + Penalty 2691.560297 = -410487.935950
  nChanged 5
		SP:Iteration 27Q (143297.740000 sec): 3 clusters
  Score: Raw -413181.131972 + Penalty 2691.560297 = -410489.571675
  nChanged 5
		SP:Iteration 28Q (143297.910000 sec): 3 clusters
  Score: Raw -413181.820380 + Penalty 2691.560297 = -410490.260083
  nChanged 1
		SP:Iteration 29Q (143298.130000 sec): 3 clusters
  Score: Raw -413181.974671 + Penalty 2691.560297 = -410490.414374
  nChanged 1
		SP:Iteration 30Q (143298.300000 sec): 3 clusters
  Score: Raw -413182.320296 + Penalty 2691.560297 = -410490.760000
  nChanged 5
		SP:Iteration 31Q (143298.450000 sec): 3 clusters
  Score: Raw -413183.982677 + Penalty 2691.560297 = -410492.422380
  nChanged 3
		SP:Iteration 32Q (143298.650000 sec): 3 clusters
  Score: Raw -413185.110744 + Penalty 2691.560297 = -410493.550447
  nChanged 6
		SP:Iteration 33Q (143298.790000 sec): 3 clusters
  Score: Raw -413186.778791 + Penalty 2691.560297 = -410495.218494
  nChanged 4
		SP:Iteration 34Q (143298.990000 sec): 3 clusters
  Score: Raw -413187.627199 + Penalty 2691.560297 = -410496.066902
  nChanged 5
		SP:Iteration 35Q (143299.140000 sec): 3 clusters
  Score: Raw -413189.006710 + Penalty 2691.560297 = -410497.446413
  nChanged 5
		SP:Iteration 36Q (143299.350000 sec): 3 clusters
  Score: Raw -413189.819320 + Penalty 2691.560297 = -410498.259023
  nChanged 3
		SP:Iteration 37Q (143299.520000 sec): 3 clusters
  Score: Raw -413190.031973 + Penalty 2691.560297 = -410498.471677
  nChanged 1
		SP:Iteration 38Q (143299.690000 sec): 3 clusters
  Score: Raw -413190.153006 + Penalty 2691.560297 = -410498.592709
  nChanged 1
		SP:Iteration 39Q (143299.890000 sec): 3 clusters
  Score: Raw -413190.447931 + Penalty 2691.560297 = -410498.887634
  nChanged 1
		SP:Iteration 40F (143300.080000 sec): 3 clusters
  Score: Raw -413190.490020 + Penalty 2691.560297 = -410498.929723
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143300.190000 sec): 2 clusters
  Score: Raw -64123.084916 + Penalty 1035.664466 = -63087.420450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143300.370000 sec): 3 clusters
  Score: Raw -64032.539112 + Penalty 2071.328932 = -61961.210181
  nChanged 148
		SP:Iteration 1F (143300.560000 sec): 3 clusters
  Score: Raw -64251.700402 + Penalty 2071.328932 = -62180.371470
  nChanged 47
		SP:Iteration 2F (143300.730000 sec): 3 clusters
  Score: Raw -64342.119827 + Penalty 2071.328932 = -62270.790895
  nChanged 23
		SP:Iteration 3Q (143300.900000 sec): 3 clusters
  Score: Raw -64374.640225 + Penalty 2071.328932 = -62303.311293
  nChanged 13
		SP:Iteration 4Q (143301.060000 sec): 3 clusters
  Score: Raw -64391.686908 + Penalty 2071.328932 = -62320.357976
  nChanged 10
		SP:Iteration 5Q (143301.240000 sec): 3 clusters
  Score: Raw -64411.943681 + Penalty 2071.328932 = -62340.614749
  nChanged 8
		SP:Iteration 6Q (143301.400000 sec): 3 clusters
  Score: Raw -64428.637218 + Penalty 2071.328932 = -62357.308286
  nChanged 5
		SP:Iteration 7Q (143301.520000 sec): 3 clusters
  Score: Raw -64435.491954 + Penalty 2071.328932 = -62364.163023
  nChanged 2
		SP:Iteration 8Q (143301.670000 sec): 3 clusters
  Score: Raw -64437.248565 + Penalty 2071.328932 = -62365.919633
  nChanged 3
		SP:Iteration 9Q (143301.830000 sec): 3 clusters
  Score: Raw -64439.754631 + Penalty 2071.328932 = -62368.425700
  nChanged 0
		SP:Iteration 10F (143301.940000 sec): 3 clusters
  Score: Raw -64439.754631 + Penalty 2071.328932 = -62368.425700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143302.080000 sec): 2 clusters
  Score: Raw -287651.746441 + Penalty 1282.523457 = -286369.222984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143302.260000 sec): 3 clusters
  Score: Raw -286441.027622 + Penalty 2565.046914 = -283875.980708
  nChanged 975
		SP:Iteration 1F (143302.430000 sec): 3 clusters
  Score: Raw -287056.723537 + Penalty 2565.046914 = -284491.676622
  nChanged 220
		SP:Iteration 2F (143302.600000 sec): 3 clusters
  Score: Raw -287219.591208 + Penalty 2565.046914 = -284654.544294
  nChanged 152
		SP:Iteration 3F (143302.780000 sec): 3 clusters
  Score: Raw -287339.737093 + Penalty 2565.046914 = -284774.690179
  nChanged 131
		SP:Iteration 4Q (143302.990000 sec): 3 clusters
  Score: Raw -287438.386986 + Penalty 2565.046914 = -284873.340072
  nChanged 120
		SP:Iteration 5Q (143303.200000 sec): 3 clusters
  Score: Raw -287534.635620 + Penalty 2565.046914 = -284969.588706
  nChanged 106
		SP:Iteration 6Q (143303.390000 sec): 3 clusters
  Score: Raw -287616.302033 + Penalty 2565.046914 = -285051.255119
  nChanged 77
		SP:Iteration 7Q (143303.540000 sec): 3 clusters
  Score: Raw -287668.995054 + Penalty 2565.046914 = -285103.948140
  nChanged 66
		SP:Iteration 8Q (143303.710000 sec): 3 clusters
  Score: Raw -287717.768075 + Penalty 2565.046914 = -285152.721160
  nChanged 60
		SP:Iteration 9Q (143303.900000 sec): 3 clusters
  Score: Raw -287752.211130 + Penalty 2565.046914 = -285187.164216
  nChanged 38
		SP:Iteration 10Q (143304.080000 sec): 3 clusters
  Score: Raw -287772.551740 + Penalty 2565.046914 = -285207.504826
  nChanged 32
		SP:Iteration 11Q (143304.230000 sec): 3 clusters
  Score: Raw -287787.513749 + Penalty 2565.046914 = -285222.466835
  nChanged 21
		SP:Iteration 12Q (143304.420000 sec): 3 clusters
  Score: Raw -287798.437210 + Penalty 2565.046914 = -285233.390295
  nChanged 22
		SP:Iteration 13Q (143304.550000 sec): 3 clusters
  Score: Raw -287808.885179 + Penalty 2565.046914 = -285243.838265
  nChanged 19
		SP:Iteration 14Q (143304.730000 sec): 3 clusters
  Score: Raw -287818.717347 + Penalty 2565.046914 = -285253.670433
  nChanged 14
		SP:Iteration 15Q (143304.920000 sec): 3 clusters
  Score: Raw -287824.578411 + Penalty 2565.046914 = -285259.531497
  nChanged 9
		SP:Iteration 16Q (143305.110000 sec): 3 clusters
  Score: Raw -287829.013475 + Penalty 2565.046914 = -285263.966561
  nChanged 17
		SP:Iteration 17Q (143305.330000 sec): 3 clusters
  Score: Raw -287836.108698 + Penalty 2565.046914 = -285271.061784
  nChanged 17
		SP:Iteration 18Q (143305.440000 sec): 3 clusters
  Score: Raw -287843.218996 + Penalty 2565.046914 = -285278.172082
  nChanged 10
		SP:Iteration 19Q (143305.610000 sec): 3 clusters
  Score: Raw -287848.308820 + Penalty 2565.046914 = -285283.261906
  nChanged 9
		SP:Iteration 20F (143305.780000 sec): 3 clusters
  Score: Raw -287851.957014 + Penalty 2565.046914 = -285286.910100
  nChanged 4
		SP:Iteration 21Q (143305.950000 sec): 3 clusters
  Score: Raw -287853.798296 + Penalty 2565.046914 = -285288.751382
  nChanged 3
		SP:Iteration 22Q (143306.160000 sec): 3 clusters
  Score: Raw -287855.583796 + Penalty 2565.046914 = -285290.536882
  nChanged 5
		SP:Iteration 23Q (143306.320000 sec): 3 clusters
  Score: Raw -287859.629480 + Penalty 2565.046914 = -285294.582566
  nChanged 8
		SP:Iteration 24Q (143306.500000 sec): 3 clusters
  Score: Raw -287864.627777 + Penalty 2565.046914 = -285299.580863
  nChanged 7
		SP:Iteration 25Q (143306.690000 sec): 3 clusters
  Score: Raw -287868.502021 + Penalty 2565.046914 = -285303.455107
  nChanged 10
		SP:Iteration 26Q (143306.880000 sec): 3 clusters
  Score: Raw -287872.915638 + Penalty 2565.046914 = -285307.868723
  nChanged 8
		SP:Iteration 27Q (143307.050000 sec): 3 clusters
  Score: Raw -287876.847051 + Penalty 2565.046914 = -285311.800137
  nChanged 11
		SP:Iteration 28Q (143307.200000 sec): 3 clusters
  Score: Raw -287881.713386 + Penalty 2565.046914 = -285316.666472
  nChanged 7
		SP:Iteration 29Q (143307.370000 sec): 3 clusters
  Score: Raw -287886.089057 + Penalty 2565.046914 = -285321.042143
  nChanged 6
		SP:Iteration 30Q (143307.530000 sec): 3 clusters
  Score: Raw -287889.325802 + Penalty 2565.046914 = -285324.278888
  nChanged 8
		SP:Iteration 31Q (143307.700000 sec): 3 clusters
  Score: Raw -287893.158862 + Penalty 2565.046914 = -285328.111948
  nChanged 10
		SP:Iteration 32Q (143307.900000 sec): 3 clusters
  Score: Raw -287898.106985 + Penalty 2565.046914 = -285333.060071
  nChanged 10
		SP:Iteration 33Q (143308.070000 sec): 3 clusters
  Score: Raw -287905.356037 + Penalty 2565.046914 = -285340.309123
  nChanged 10
		SP:Iteration 34Q (143308.270000 sec): 3 clusters
  Score: Raw -287910.075664 + Penalty 2565.046914 = -285345.028750
  nChanged 8
		SP:Iteration 35Q (143308.470000 sec): 3 clusters
  Score: Raw -287913.024869 + Penalty 2565.046914 = -285347.977955
  nChanged 2
		SP:Iteration 36Q (143308.620000 sec): 3 clusters
  Score: Raw -287913.782329 + Penalty 2565.046914 = -285348.735414
  nChanged 4
		SP:Iteration 37Q (143308.840000 sec): 3 clusters
  Score: Raw -287915.224128 + Penalty 2565.046914 = -285350.177214
  nChanged 1
		SP:Iteration 38Q (143309.000000 sec): 3 clusters
  Score: Raw -287915.836912 + Penalty 2565.046914 = -285350.789998
  nChanged 3
		SP:Iteration 39Q (143309.150000 sec): 3 clusters
  Score: Raw -287917.544899 + Penalty 2565.046914 = -285352.497985
  nChanged 4
		SP:Iteration 40F (143309.340000 sec): 3 clusters
  Score: Raw -287919.135882 + Penalty 2565.046914 = -285354.088968
  nChanged 2
		SP:Iteration 41Q (143309.510000 sec): 3 clusters
  Score: Raw -287919.956367 + Penalty 2565.046914 = -285354.909453
  nChanged 2
		SP:Iteration 42Q (143309.690000 sec): 3 clusters
  Score: Raw -287920.157903 + Penalty 2565.046914 = -285355.110989
  nChanged 1
		SP:Iteration 43Q (143309.840000 sec): 3 clusters
  Score: Raw -287920.580054 + Penalty 2565.046914 = -285355.533140
  nChanged 0
		SP:Iteration 44F (143309.990000 sec): 3 clusters
  Score: Raw -287920.580054 + Penalty 2565.046914 = -285355.533140
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143310.120000 sec): 2 clusters
  Score: Raw -952523.646580 + Penalty 1473.563865 = -951050.082714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143310.340000 sec): 3 clusters
  Score: Raw -947706.756440 + Penalty 2947.127730 = -944759.628709
  nChanged 3710
		SP:Iteration 1F (143310.550000 sec): 3 clusters
  Score: Raw -949703.153034 + Penalty 2947.127730 = -946756.025304
  nChanged 560
		SP:Iteration 2F (143310.790000 sec): 3 clusters
  Score: Raw -949948.852784 + Penalty 2947.127730 = -947001.725053
  nChanged 469
		SP:Iteration 3F (143310.980000 sec): 3 clusters
  Score: Raw -950163.170117 + Penalty 2947.127730 = -947216.042386
  nChanged 444
		SP:Iteration 4F (143311.150000 sec): 3 clusters
  Score: Raw -950368.500610 + Penalty 2947.127730 = -947421.372879
  nChanged 411
		SP:Iteration 5Q (143311.380000 sec): 3 clusters
  Score: Raw -950553.280607 + Penalty 2947.127730 = -947606.152877
  nChanged 398
		SP:Iteration 6Q (143311.600000 sec): 3 clusters
  Score: Raw -950740.710510 + Penalty 2947.127730 = -947793.582780
  nChanged 396
		SP:Iteration 7Q (143311.820000 sec): 3 clusters
  Score: Raw -950940.027803 + Penalty 2947.127730 = -947992.900072
  nChanged 361
		SP:Iteration 8Q (143312.030000 sec): 3 clusters
  Score: Raw -951136.151015 + Penalty 2947.127730 = -948189.023285
  nChanged 349
		SP:Iteration 9Q (143312.280000 sec): 3 clusters
  Score: Raw -951336.667776 + Penalty 2947.127730 = -948389.540045
  nChanged 315
		SP:Iteration 10Q (143312.460000 sec): 3 clusters
  Score: Raw -951511.862455 + Penalty 2947.127730 = -948564.734724
  nChanged 244
		SP:Iteration 11Q (143312.700000 sec): 3 clusters
  Score: Raw -951645.868321 + Penalty 2947.127730 = -948698.740590
  nChanged 222
		SP:Iteration 12Q (143312.920000 sec): 3 clusters
  Score: Raw -951779.394546 + Penalty 2947.127730 = -948832.266816
  nChanged 227
		SP:Iteration 13Q (143313.110000 sec): 3 clusters
  Score: Raw -951930.365364 + Penalty 2947.127730 = -948983.237634
  nChanged 227
		SP:Iteration 14Q (143313.340000 sec): 3 clusters
  Score: Raw -952097.643291 + Penalty 2947.127730 = -949150.515561
  nChanged 185
		SP:Iteration 15Q (143313.500000 sec): 3 clusters
  Score: Raw -952221.524355 + Penalty 2947.127730 = -949274.396625
  nChanged 141
		SP:Iteration 16Q (143313.680000 sec): 3 clusters
  Score: Raw -952316.832837 + Penalty 2947.127730 = -949369.705107
  nChanged 100
		SP:Iteration 17Q (143313.880000 sec): 3 clusters
  Score: Raw -952392.215513 + Penalty 2947.127730 = -949445.087783
  nChanged 89
		SP:Iteration 18Q (143314.130000 sec): 3 clusters
  Score: Raw -952456.831619 + Penalty 2947.127730 = -949509.703888
  nChanged 66
		SP:Iteration 19Q (143314.310000 sec): 3 clusters
  Score: Raw -952504.482294 + Penalty 2947.127730 = -949557.354564
  nChanged 53
		SP:Iteration 20F (143314.560000 sec): 3 clusters
  Score: Raw -952543.724292 + Penalty 2947.127730 = -949596.596561
  nChanged 36
		SP:Iteration 21Q (143314.720000 sec): 3 clusters
  Score: Raw -952569.032524 + Penalty 2947.127730 = -949621.904794
  nChanged 35
		SP:Iteration 22Q (143314.890000 sec): 3 clusters
  Score: Raw -952595.912241 + Penalty 2947.127730 = -949648.784510
  nChanged 37
		SP:Iteration 23Q (143315.100000 sec): 3 clusters
  Score: Raw -952624.986419 + Penalty 2947.127730 = -949677.858689
  nChanged 22
		SP:Iteration 24Q (143315.310000 sec): 3 clusters
  Score: Raw -952643.559536 + Penalty 2947.127730 = -949696.431805
  nChanged 21
		SP:Iteration 25Q (143315.480000 sec): 3 clusters
  Score: Raw -952665.017873 + Penalty 2947.127730 = -949717.890143
  nChanged 16
		SP:Iteration 26Q (143315.710000 sec): 3 clusters
  Score: Raw -952681.615925 + Penalty 2947.127730 = -949734.488194
  nChanged 13
		SP:Iteration 27Q (143315.870000 sec): 3 clusters
  Score: Raw -952694.145140 + Penalty 2947.127730 = -949747.017409
  nChanged 11
		SP:Iteration 28Q (143316.040000 sec): 3 clusters
  Score: Raw -952705.466813 + Penalty 2947.127730 = -949758.339083
  nChanged 2
		SP:Iteration 29Q (143316.260000 sec): 3 clusters
  Score: Raw -952706.506469 + Penalty 2947.127730 = -949759.378739
  nChanged 1
		SP:Iteration 30Q (143316.450000 sec): 3 clusters
  Score: Raw -952707.130193 + Penalty 2947.127730 = -949760.002462
  nChanged 0
		SP:Iteration 31F (143316.690000 sec): 3 clusters
  Score: Raw -952707.130193 + Penalty 2947.127730 = -949760.002462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (2399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143316.800000 sec): 2 clusters
  Score: Raw -222315.349997 + Penalty 1264.706180 = -221050.643817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143316.970000 sec): 3 clusters
  Score: Raw -221242.514514 + Penalty 2529.412360 = -218713.102154
  nChanged 915
		SP:Iteration 1F (143317.130000 sec): 3 clusters
  Score: Raw -222102.005976 + Penalty 2529.412360 = -219572.593615
  nChanged 266
		SP:Iteration 2F (143317.310000 sec): 3 clusters
  Score: Raw -222485.660769 + Penalty 2529.412360 = -219956.248409
  nChanged 209
		SP:Iteration 3F (143317.480000 sec): 3 clusters
  Score: Raw -222710.405582 + Penalty 2529.412360 = -220180.993221
  nChanged 165
		SP:Iteration 4F (143317.610000 sec): 3 clusters
  Score: Raw -222903.712781 + Penalty 2529.412360 = -220374.300421
  nChanged 134
		SP:Iteration 5F (143317.790000 sec): 3 clusters
  Score: Raw -223078.579451 + Penalty 2529.412360 = -220549.167091
  nChanged 106
		SP:Iteration 6Q (143317.960000 sec): 3 clusters
  Score: Raw -223228.909907 + Penalty 2529.412360 = -220699.497547
  nChanged 97
		SP:Iteration 7Q (143318.130000 sec): 3 clusters
  Score: Raw -223334.938836 + Penalty 2529.412360 = -220805.526475
  nChanged 81
		SP:Iteration 8Q (143318.290000 sec): 3 clusters
  Score: Raw -223404.414821 + Penalty 2529.412360 = -220875.002461
  nChanged 54
		SP:Iteration 9Q (143318.460000 sec): 3 clusters
  Score: Raw -223444.318741 + Penalty 2529.412360 = -220914.906380
  nChanged 45
		SP:Iteration 10Q (143318.620000 sec): 3 clusters
  Score: Raw -223471.713514 + Penalty 2529.412360 = -220942.301154
  nChanged 32
		SP:Iteration 11Q (143318.760000 sec): 3 clusters
  Score: Raw -223494.901827 + Penalty 2529.412360 = -220965.489466
  nChanged 29
		SP:Iteration 12Q (143318.920000 sec): 3 clusters
  Score: Raw -223527.525519 + Penalty 2529.412360 = -220998.113158
  nChanged 30
		SP:Iteration 13Q (143319.110000 sec): 3 clusters
  Score: Raw -223551.225857 + Penalty 2529.412360 = -221021.813497
  nChanged 23
		SP:Iteration 14Q (143319.230000 sec): 3 clusters
  Score: Raw -223565.661573 + Penalty 2529.412360 = -221036.249213
  nChanged 19
		SP:Iteration 15Q (143319.410000 sec): 3 clusters
  Score: Raw -223576.747779 + Penalty 2529.412360 = -221047.335418
  nChanged 9
		SP:Iteration 16Q (143319.590000 sec): 3 clusters
  Score: Raw -223582.074251 + Penalty 2529.412360 = -221052.661891
  nChanged 7
		SP:Iteration 17Q (143319.710000 sec): 3 clusters
  Score: Raw -223584.688251 + Penalty 2529.412360 = -221055.275891
  nChanged 8
		SP:Iteration 18Q (143319.890000 sec): 3 clusters
  Score: Raw -223588.063133 + Penalty 2529.412360 = -221058.650772
  nChanged 7
		SP:Iteration 19Q (143320.060000 sec): 3 clusters
  Score: Raw -223590.334885 + Penalty 2529.412360 = -221060.922524
  nChanged 3
		SP:Iteration 20F (143320.240000 sec): 3 clusters
  Score: Raw -223590.919777 + Penalty 2529.412360 = -221061.507417
  nChanged 1
		SP:Iteration 21Q (143320.360000 sec): 3 clusters
  Score: Raw -223591.276099 + Penalty 2529.412360 = -221061.863738
  nChanged 0
		SP:Iteration 22F (143320.490000 sec): 3 clusters
  Score: Raw -223591.276099 + Penalty 2529.412360 = -221061.863738
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143320.590000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143320.700000 sec): 3 clusters
  Score: Raw -36084.208818 + Penalty 1900.092602 = -34184.116216
  nChanged 65
		SP:Iteration 1F (143320.830000 sec): 3 clusters
  Score: Raw -36239.790728 + Penalty 1900.092602 = -34339.698127
  nChanged 18
		SP:Iteration 2F (143320.980000 sec): 3 clusters
  Score: Raw -36292.481701 + Penalty 1900.092602 = -34392.389100
  nChanged 9
		SP:Iteration 3Q (143321.160000 sec): 3 clusters
  Score: Raw -36320.587476 + Penalty 1900.092602 = -34420.494875
  nChanged 10
		SP:Iteration 4Q (143321.340000 sec): 3 clusters
  Score: Raw -36341.417439 + Penalty 1900.092602 = -34441.324837
  nChanged 8
		SP:Iteration 5Q (143321.540000 sec): 3 clusters
  Score: Raw -36375.778694 + Penalty 1900.092602 = -34475.686092
  nChanged 4
		SP:Iteration 6Q (143321.700000 sec): 3 clusters
  Score: Raw -36385.816283 + Penalty 1900.092602 = -34485.723681
  nChanged 4
		SP:Iteration 7Q (143321.820000 sec): 3 clusters
  Score: Raw -36396.115340 + Penalty 1900.092602 = -34496.022739
  nChanged 2
		SP:Iteration 8Q (143322.010000 sec): 3 clusters
  Score: Raw -36399.532898 + Penalty 1900.092602 = -34499.440296
  nChanged 1
		SP:Iteration 9Q (143322.160000 sec): 3 clusters
  Score: Raw -36401.657295 + Penalty 1900.092602 = -34501.564693
  nChanged 2
		SP:Iteration 10Q (143322.350000 sec): 3 clusters
  Score: Raw -36407.039793 + Penalty 1900.092602 = -34506.947191
  nChanged 2
		SP:Iteration 11Q (143322.520000 sec): 3 clusters
  Score: Raw -36413.913698 + Penalty 1900.092602 = -34513.821096
  nChanged 2
		SP:Iteration 12Q (143322.690000 sec): 3 clusters
  Score: Raw -36417.663804 + Penalty 1900.092602 = -34517.571202
  nChanged 0
		SP:Iteration 13F (143322.860000 sec): 3 clusters
  Score: Raw -36417.663804 + Penalty 1900.092602 = -34517.571202
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (6884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143322.990000 sec): 2 clusters
  Score: Raw -750720.793951 + Penalty 1436.005213 = -749284.788738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143323.160000 sec): 3 clusters
  Score: Raw -746926.070060 + Penalty 2872.010426 = -744054.059634
  nChanged 2931
		SP:Iteration 1F (143323.370000 sec): 3 clusters
  Score: Raw -748517.169338 + Penalty 2872.010426 = -745645.158912
  nChanged 498
		SP:Iteration 2F (143323.570000 sec): 3 clusters
  Score: Raw -748746.587562 + Penalty 2872.010426 = -745874.577135
  nChanged 373
		SP:Iteration 3F (143323.750000 sec): 3 clusters
  Score: Raw -748921.161466 + Penalty 2872.010426 = -746049.151040
  nChanged 298
		SP:Iteration 4Q (143323.950000 sec): 3 clusters
  Score: Raw -749060.725719 + Penalty 2872.010426 = -746188.715293
  nChanged 304
		SP:Iteration 5Q (143324.130000 sec): 3 clusters
  Score: Raw -749204.055317 + Penalty 2872.010426 = -746332.044890
  nChanged 255
		SP:Iteration 6Q (143324.360000 sec): 3 clusters
  Score: Raw -749326.689149 + Penalty 2872.010426 = -746454.678723
  nChanged 243
		SP:Iteration 7Q (143324.530000 sec): 3 clusters
  Score: Raw -749450.616227 + Penalty 2872.010426 = -746578.605801
  nChanged 252
		SP:Iteration 8Q (143324.730000 sec): 3 clusters
  Score: Raw -749571.754418 + Penalty 2872.010426 = -746699.743991
  nChanged 232
		SP:Iteration 9Q (143324.930000 sec): 3 clusters
  Score: Raw -749694.792116 + Penalty 2872.010426 = -746822.781690
  nChanged 235
		SP:Iteration 10Q (143325.120000 sec): 3 clusters
  Score: Raw -749829.097854 + Penalty 2872.010426 = -746957.087428
  nChanged 213
		SP:Iteration 11Q (143325.310000 sec): 3 clusters
  Score: Raw -749949.442186 + Penalty 2872.010426 = -747077.431759
  nChanged 209
		SP:Iteration 12Q (143325.510000 sec): 3 clusters
  Score: Raw -750082.188027 + Penalty 2872.010426 = -747210.177601
  nChanged 198
		SP:Iteration 13Q (143325.680000 sec): 3 clusters
  Score: Raw -750212.477766 + Penalty 2872.010426 = -747340.467340
  nChanged 173
		SP:Iteration 14Q (143325.910000 sec): 3 clusters
  Score: Raw -750325.065204 + Penalty 2872.010426 = -747453.054778
  nChanged 188
		SP:Iteration 15Q (143326.110000 sec): 3 clusters
  Score: Raw -750442.708702 + Penalty 2872.010426 = -747570.698275
  nChanged 138
		SP:Iteration 16Q (143326.330000 sec): 3 clusters
  Score: Raw -750524.702001 + Penalty 2872.010426 = -747652.691575
  nChanged 129
		SP:Iteration 17Q (143326.500000 sec): 3 clusters
  Score: Raw -750592.998183 + Penalty 2872.010426 = -747720.987757
  nChanged 97
		SP:Iteration 18Q (143326.670000 sec): 3 clusters
  Score: Raw -750642.893767 + Penalty 2872.010426 = -747770.883341
  nChanged 76
		SP:Iteration 19Q (143326.880000 sec): 3 clusters
  Score: Raw -750680.238865 + Penalty 2872.010426 = -747808.228439
  nChanged 73
		SP:Iteration 20F (143327.050000 sec): 3 clusters
  Score: Raw -750730.001597 + Penalty 2872.010426 = -747857.991170
  nChanged 68
		SP:Iteration 21Q (143327.300000 sec): 3 clusters
  Score: Raw -750794.659896 + Penalty 2872.010426 = -747922.649470
  nChanged 77
		SP:Iteration 22Q (143327.470000 sec): 3 clusters
  Score: Raw -750864.002176 + Penalty 2872.010426 = -747991.991750
  nChanged 76
		SP:Iteration 23Q (143327.680000 sec): 3 clusters
  Score: Raw -750907.729031 + Penalty 2872.010426 = -748035.718605
  nChanged 61
		SP:Iteration 24Q (143327.840000 sec): 3 clusters
  Score: Raw -750933.618627 + Penalty 2872.010426 = -748061.608201
  nChanged 43
		SP:Iteration 25Q (143328.040000 sec): 3 clusters
  Score: Raw -750943.291606 + Penalty 2872.010426 = -748071.281179
  nChanged 20
		SP:Iteration 26Q (143328.200000 sec): 3 clusters
  Score: Raw -750947.091530 + Penalty 2872.010426 = -748075.081104
  nChanged 8
		SP:Iteration 27Q (143328.410000 sec): 3 clusters
  Score: Raw -750948.676514 + Penalty 2872.010426 = -748076.666087
  nChanged 3
		SP:Iteration 28Q (143328.580000 sec): 3 clusters
  Score: Raw -750949.417678 + Penalty 2872.010426 = -748077.407251
  nChanged 5
		SP:Iteration 29Q (143328.780000 sec): 3 clusters
  Score: Raw -750950.375725 + Penalty 2872.010426 = -748078.365299
  nChanged 6
		SP:Iteration 30Q (143328.960000 sec): 3 clusters
  Score: Raw -750951.422847 + Penalty 2872.010426 = -748079.412421
  nChanged 6
		SP:Iteration 31Q (143329.160000 sec): 3 clusters
  Score: Raw -750952.719699 + Penalty 2872.010426 = -748080.709273
  nChanged 3
		SP:Iteration 32Q (143329.340000 sec): 3 clusters
  Score: Raw -750953.177589 + Penalty 2872.010426 = -748081.167163
  nChanged 1
		SP:Iteration 33Q (143329.550000 sec): 3 clusters
  Score: Raw -750953.245570 + Penalty 2872.010426 = -748081.235144
  nChanged 1
		SP:Iteration 34Q (143329.780000 sec): 3 clusters
  Score: Raw -750953.301558 + Penalty 2872.010426 = -748081.291132
  nChanged 1
		SP:Iteration 35Q (143329.970000 sec): 3 clusters
  Score: Raw -750953.439838 + Penalty 2872.010426 = -748081.429412
  nChanged 1
		SP:Iteration 36Q (143330.120000 sec): 3 clusters
  Score: Raw -750953.615546 + Penalty 2872.010426 = -748081.605120
  nChanged 2
		SP:Iteration 37Q (143330.340000 sec): 3 clusters
  Score: Raw -750954.230872 + Penalty 2872.010426 = -748082.220446
  nChanged 5
		SP:Iteration 38Q (143330.520000 sec): 3 clusters
  Score: Raw -750955.283978 + Penalty 2872.010426 = -748083.273552
  nChanged 7
		SP:Iteration 39Q (143330.740000 sec): 3 clusters
  Score: Raw -750956.572781 + Penalty 2872.010426 = -748084.562355
  nChanged 3
		SP:Iteration 40F (143330.900000 sec): 3 clusters
  Score: Raw -750957.220004 + Penalty 2872.010426 = -748085.209578
  nChanged 3
		SP:Iteration 41Q (143331.100000 sec): 3 clusters
  Score: Raw -750957.637243 + Penalty 2872.010426 = -748085.626817
  nChanged 2
		SP:Iteration 42Q (143331.320000 sec): 3 clusters
  Score: Raw -750957.905467 + Penalty 2872.010426 = -748085.895041
  nChanged 1
		SP:Iteration 43Q (143331.530000 sec): 3 clusters
  Score: Raw -750958.023455 + Penalty 2872.010426 = -748086.013029
  nChanged 2
		SP:Iteration 44Q (143331.730000 sec): 3 clusters
  Score: Raw -750958.431960 + Penalty 2872.010426 = -748086.421534
  nChanged 3
		SP:Iteration 45Q (143331.900000 sec): 3 clusters
  Score: Raw -750959.221663 + Penalty 2872.010426 = -748087.211237
  nChanged 4
		SP:Iteration 46Q (143332.090000 sec): 3 clusters
  Score: Raw -750960.197168 + Penalty 2872.010426 = -748088.186742
  nChanged 4
		SP:Iteration 47Q (143332.300000 sec): 3 clusters
  Score: Raw -750960.799477 + Penalty 2872.010426 = -748088.789051
  nChanged 3
		SP:Iteration 48Q (143332.480000 sec): 3 clusters
  Score: Raw -750961.605496 + Penalty 2872.010426 = -748089.595069
  nChanged 2
		SP:Iteration 49Q (143332.710000 sec): 3 clusters
  Score: Raw -750961.951508 + Penalty 2872.010426 = -748089.941082
  nChanged 2
		SP:Iteration 50Q (143332.850000 sec): 3 clusters
  Score: Raw -750962.127327 + Penalty 2872.010426 = -748090.116901
  nChanged 0
		SP:Iteration 51F (143333.060000 sec): 3 clusters
  Score: Raw -750962.127327 + Penalty 2872.010426 = -748090.116901
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (5351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143333.160000 sec): 2 clusters
  Score: Raw -538613.838685 + Penalty 1395.068795 = -537218.769890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143333.370000 sec): 3 clusters
  Score: Raw -535812.287760 + Penalty 2790.137590 = -533022.150170
  nChanged 2222
		SP:Iteration 1F (143333.550000 sec): 3 clusters
  Score: Raw -537067.802035 + Penalty 2790.137590 = -534277.664445
  nChanged 405
		SP:Iteration 2F (143333.710000 sec): 3 clusters
  Score: Raw -537311.199268 + Penalty 2790.137590 = -534521.061679
  nChanged 323
		SP:Iteration 3F (143333.910000 sec): 3 clusters
  Score: Raw -537503.816426 + Penalty 2790.137590 = -534713.678836
  nChanged 281
		SP:Iteration 4F (143334.110000 sec): 3 clusters
  Score: Raw -537685.789658 + Penalty 2790.137590 = -534895.652068
  nChanged 268
		SP:Iteration 5F (143334.320000 sec): 3 clusters
  Score: Raw -537844.669147 + Penalty 2790.137590 = -535054.531557
  nChanged 212
		SP:Iteration 6Q (143334.520000 sec): 3 clusters
  Score: Raw -537951.625848 + Penalty 2790.137590 = -535161.488258
  nChanged 187
		SP:Iteration 7Q (143334.720000 sec): 3 clusters
  Score: Raw -538046.379021 + Penalty 2790.137590 = -535256.241431
  nChanged 154
		SP:Iteration 8Q (143334.930000 sec): 3 clusters
  Score: Raw -538122.109487 + Penalty 2790.137590 = -535331.971897
  nChanged 129
		SP:Iteration 9Q (143335.150000 sec): 3 clusters
  Score: Raw -538174.228239 + Penalty 2790.137590 = -535384.090649
  nChanged 88
		SP:Iteration 10Q (143335.340000 sec): 3 clusters
  Score: Raw -538212.089741 + Penalty 2790.137590 = -535421.952151
  nChanged 89
		SP:Iteration 11Q (143335.530000 sec): 3 clusters
  Score: Raw -538244.481215 + Penalty 2790.137590 = -535454.343625
  nChanged 77
		SP:Iteration 12Q (143335.750000 sec): 3 clusters
  Score: Raw -538277.710202 + Penalty 2790.137590 = -535487.572612
  nChanged 92
		SP:Iteration 13Q (143335.940000 sec): 3 clusters
  Score: Raw -538323.269356 + Penalty 2790.137590 = -535533.131766
  nChanged 88
		SP:Iteration 14Q (143336.100000 sec): 3 clusters
  Score: Raw -538357.606143 + Penalty 2790.137590 = -535567.468553
  nChanged 78
		SP:Iteration 15Q (143336.330000 sec): 3 clusters
  Score: Raw -538391.753386 + Penalty 2790.137590 = -535601.615796
  nChanged 67
		SP:Iteration 16Q (143336.540000 sec): 3 clusters
  Score: Raw -538415.827751 + Penalty 2790.137590 = -535625.690162
  nChanged 65
		SP:Iteration 17Q (143336.740000 sec): 3 clusters
  Score: Raw -538440.359966 + Penalty 2790.137590 = -535650.222376
  nChanged 74
		SP:Iteration 18Q (143336.940000 sec): 3 clusters
  Score: Raw -538480.948120 + Penalty 2790.137590 = -535690.810530
  nChanged 87
		SP:Iteration 19Q (143337.140000 sec): 3 clusters
  Score: Raw -538528.754583 + Penalty 2790.137590 = -535738.616993
  nChanged 91
		SP:Iteration 20F (143337.320000 sec): 3 clusters
  Score: Raw -538572.687822 + Penalty 2790.137590 = -535782.550232
  nChanged 89
		SP:Iteration 21Q (143337.510000 sec): 3 clusters
  Score: Raw -538617.231001 + Penalty 2790.137590 = -535827.093411
  nChanged 72
		SP:Iteration 22Q (143337.670000 sec): 3 clusters
  Score: Raw -538650.431923 + Penalty 2790.137590 = -535860.294333
  nChanged 63
		SP:Iteration 23Q (143337.850000 sec): 3 clusters
  Score: Raw -538677.332948 + Penalty 2790.137590 = -535887.195358
  nChanged 58
		SP:Iteration 24Q (143338.040000 sec): 3 clusters
  Score: Raw -538702.770589 + Penalty 2790.137590 = -535912.632999
  nChanged 58
		SP:Iteration 25Q (143338.210000 sec): 3 clusters
  Score: Raw -538730.075997 + Penalty 2790.137590 = -535939.938407
  nChanged 58
		SP:Iteration 26Q (143338.430000 sec): 3 clusters
  Score: Raw -538760.159099 + Penalty 2790.137590 = -535970.021509
  nChanged 50
		SP:Iteration 27Q (143338.620000 sec): 3 clusters
  Score: Raw -538789.098321 + Penalty 2790.137590 = -535998.960731
  nChanged 52
		SP:Iteration 28Q (143338.810000 sec): 3 clusters
  Score: Raw -538820.760046 + Penalty 2790.137590 = -536030.622456
  nChanged 38
		SP:Iteration 29Q (143338.990000 sec): 3 clusters
  Score: Raw -538841.228256 + Penalty 2790.137590 = -536051.090666
  nChanged 37
		SP:Iteration 30Q (143339.170000 sec): 3 clusters
  Score: Raw -538864.102174 + Penalty 2790.137590 = -536073.964584
  nChanged 36
		SP:Iteration 31Q (143339.340000 sec): 3 clusters
  Score: Raw -538882.642741 + Penalty 2790.137590 = -536092.505151
  nChanged 36
		SP:Iteration 32Q (143339.520000 sec): 3 clusters
  Score: Raw -538901.672912 + Penalty 2790.137590 = -536111.535322
  nChanged 29
		SP:Iteration 33Q (143339.690000 sec): 3 clusters
  Score: Raw -538915.638151 + Penalty 2790.137590 = -536125.500561
  nChanged 29
		SP:Iteration 34Q (143339.890000 sec): 3 clusters
  Score: Raw -538926.348472 + Penalty 2790.137590 = -536136.210883
  nChanged 22
		SP:Iteration 35Q (143340.090000 sec): 3 clusters
  Score: Raw -538933.327370 + Penalty 2790.137590 = -536143.189781
  nChanged 18
		SP:Iteration 36Q (143340.270000 sec): 3 clusters
  Score: Raw -538941.472907 + Penalty 2790.137590 = -536151.335317
  nChanged 17
		SP:Iteration 37Q (143340.460000 sec): 3 clusters
  Score: Raw -538950.231220 + Penalty 2790.137590 = -536160.093630
  nChanged 18
		SP:Iteration 38Q (143340.640000 sec): 3 clusters
  Score: Raw -538958.686525 + Penalty 2790.137590 = -536168.548935
  nChanged 19
		SP:Iteration 39Q (143340.840000 sec): 3 clusters
  Score: Raw -538965.235092 + Penalty 2790.137590 = -536175.097502
  nChanged 16
		SP:Iteration 40F (143341.030000 sec): 3 clusters
  Score: Raw -538970.330812 + Penalty 2790.137590 = -536180.193222
  nChanged 14
		SP:Iteration 41Q (143341.240000 sec): 3 clusters
  Score: Raw -538974.028089 + Penalty 2790.137590 = -536183.890499
  nChanged 10
		SP:Iteration 42Q (143341.430000 sec): 3 clusters
  Score: Raw -538977.496174 + Penalty 2790.137590 = -536187.358584
  nChanged 9
		SP:Iteration 43Q (143341.610000 sec): 3 clusters
  Score: Raw -538980.969965 + Penalty 2790.137590 = -536190.832375
  nChanged 14
		SP:Iteration 44Q (143341.800000 sec): 3 clusters
  Score: Raw -538986.932340 + Penalty 2790.137590 = -536196.794750
  nChanged 11
		SP:Iteration 45Q (143341.930000 sec): 3 clusters
  Score: Raw -538991.596808 + Penalty 2790.137590 = -536201.459218
  nChanged 10
		SP:Iteration 46Q (143342.130000 sec): 3 clusters
  Score: Raw -538995.186454 + Penalty 2790.137590 = -536205.048864
  nChanged 8
		SP:Iteration 47Q (143342.280000 sec): 3 clusters
  Score: Raw -538998.498125 + Penalty 2790.137590 = -536208.360535
  nChanged 9
		SP:Iteration 48Q (143342.450000 sec): 3 clusters
  Score: Raw -539000.944971 + Penalty 2790.137590 = -536210.807381
  nChanged 7
		SP:Iteration 49Q (143342.640000 sec): 3 clusters
  Score: Raw -539003.256734 + Penalty 2790.137590 = -536213.119144
  nChanged 6
		SP:Iteration 50Q (143342.830000 sec): 3 clusters
  Score: Raw -539004.486449 + Penalty 2790.137590 = -536214.348859
  nChanged 1
		SP:Iteration 51Q (143343.000000 sec): 3 clusters
  Score: Raw -539005.662866 + Penalty 2790.137590 = -536215.525276
  nChanged 4
		SP:Iteration 52Q (143343.220000 sec): 3 clusters
  Score: Raw -539006.985830 + Penalty 2790.137590 = -536216.848240
  nChanged 3
		SP:Iteration 53Q (143343.400000 sec): 3 clusters
  Score: Raw -539008.547117 + Penalty 2790.137590 = -536218.409527
  nChanged 5
		SP:Iteration 54Q (143343.540000 sec): 3 clusters
  Score: Raw -539011.200904 + Penalty 2790.137590 = -536221.063314
  nChanged 8
		SP:Iteration 55Q (143343.770000 sec): 3 clusters
  Score: Raw -539014.108938 + Penalty 2790.137590 = -536223.971348
  nChanged 4
		SP:Iteration 56Q (143343.900000 sec): 3 clusters
  Score: Raw -539015.175377 + Penalty 2790.137590 = -536225.037787
  nChanged 3
		SP:Iteration 57Q (143344.060000 sec): 3 clusters
  Score: Raw -539015.797856 + Penalty 2790.137590 = -536225.660266
  nChanged 0
		SP:Iteration 58F (143344.230000 sec): 3 clusters
  Score: Raw -539015.797856 + Penalty 2790.137590 = -536225.660266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143344.360000 sec): 2 clusters
  Score: Raw -275221.312926 + Penalty 1275.070871 = -273946.242055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143344.510000 sec): 3 clusters
  Score: Raw -274114.219779 + Penalty 2550.141742 = -271564.078037
  nChanged 939
		SP:Iteration 1F (143344.670000 sec): 3 clusters
  Score: Raw -274708.561578 + Penalty 2550.141742 = -272158.419836
  nChanged 182
		SP:Iteration 2F (143344.860000 sec): 3 clusters
  Score: Raw -274830.448335 + Penalty 2550.141742 = -272280.306593
  nChanged 114
		SP:Iteration 3Q (143345.030000 sec): 3 clusters
  Score: Raw -274901.168406 + Penalty 2550.141742 = -272351.026664
  nChanged 96
		SP:Iteration 4Q (143345.210000 sec): 3 clusters
  Score: Raw -274962.907500 + Penalty 2550.141742 = -272412.765758
  nChanged 83
		SP:Iteration 5Q (143345.340000 sec): 3 clusters
  Score: Raw -275029.486298 + Penalty 2550.141742 = -272479.344556
  nChanged 78
		SP:Iteration 6Q (143345.510000 sec): 3 clusters
  Score: Raw -275095.206692 + Penalty 2550.141742 = -272545.064950
  nChanged 86
		SP:Iteration 7Q (143345.670000 sec): 3 clusters
  Score: Raw -275164.387620 + Penalty 2550.141742 = -272614.245878
  nChanged 81
		SP:Iteration 8Q (143345.870000 sec): 3 clusters
  Score: Raw -275237.014472 + Penalty 2550.141742 = -272686.872730
  nChanged 102
		SP:Iteration 9Q (143346.050000 sec): 3 clusters
  Score: Raw -275315.562991 + Penalty 2550.141742 = -272765.421249
  nChanged 73
		SP:Iteration 10Q (143346.220000 sec): 3 clusters
  Score: Raw -275372.974274 + Penalty 2550.141742 = -272822.832532
  nChanged 80
		SP:Iteration 11Q (143346.390000 sec): 3 clusters
  Score: Raw -275435.613429 + Penalty 2550.141742 = -272885.471687
  nChanged 65
		SP:Iteration 12Q (143346.550000 sec): 3 clusters
  Score: Raw -275478.490310 + Penalty 2550.141742 = -272928.348568
  nChanged 61
		SP:Iteration 13Q (143346.690000 sec): 3 clusters
  Score: Raw -275520.116115 + Penalty 2550.141742 = -272969.974373
  nChanged 61
		SP:Iteration 14Q (143346.830000 sec): 3 clusters
  Score: Raw -275559.062119 + Penalty 2550.141742 = -273008.920377
  nChanged 41
		SP:Iteration 15Q (143346.960000 sec): 3 clusters
  Score: Raw -275580.472793 + Penalty 2550.141742 = -273030.331051
  nChanged 34
		SP:Iteration 16Q (143347.090000 sec): 3 clusters
  Score: Raw -275597.897941 + Penalty 2550.141742 = -273047.756199
  nChanged 30
		SP:Iteration 17Q (143347.180000 sec): 3 clusters
  Score: Raw -275614.900453 + Penalty 2550.141742 = -273064.758711
  nChanged 25
		SP:Iteration 18Q (143347.360000 sec): 3 clusters
  Score: Raw -275629.392254 + Penalty 2550.141742 = -273079.250512
  nChanged 30
		SP:Iteration 19Q (143347.520000 sec): 3 clusters
  Score: Raw -275642.280888 + Penalty 2550.141742 = -273092.139146
  nChanged 16
		SP:Iteration 20F (143347.690000 sec): 3 clusters
  Score: Raw -275646.352835 + Penalty 2550.141742 = -273096.211093
  nChanged 7
		SP:Iteration 21Q (143347.860000 sec): 3 clusters
  Score: Raw -275648.630022 + Penalty 2550.141742 = -273098.488280
  nChanged 4
		SP:Iteration 22Q (143348.050000 sec): 3 clusters
  Score: Raw -275649.762548 + Penalty 2550.141742 = -273099.620806
  nChanged 3
		SP:Iteration 23Q (143348.210000 sec): 3 clusters
  Score: Raw -275650.267778 + Penalty 2550.141742 = -273100.126036
  nChanged 0
		SP:Iteration 24F (143348.430000 sec): 3 clusters
  Score: Raw -275650.267778 + Penalty 2550.141742 = -273100.126036
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143349.130000 sec): 2 clusters
  Score: Raw -13238836.109839 + Penalty 1895.898945 = -13236940.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143350.010000 sec): 3 clusters
  Score: Raw -13162653.530674 + Penalty 3791.797890 = -13158861.732784
  nChanged 55861
		SP:Iteration 1F (143350.880000 sec): 3 clusters
  Score: Raw -13194992.485756 + Penalty 3791.797890 = -13191200.687866
  nChanged 3348
		SP:Iteration 2Q (143351.820000 sec): 3 clusters
  Score: Raw -13195646.082348 + Penalty 3791.797890 = -13191854.284458
  nChanged 3320
		SP:Iteration 3Q (143352.740000 sec): 3 clusters
  Score: Raw -13196360.657571 + Penalty 3791.797890 = -13192568.859681
  nChanged 3454
		SP:Iteration 4Q (143353.580000 sec): 3 clusters
  Score: Raw -13197245.397508 + Penalty 3791.797890 = -13193453.599618
  nChanged 3820
		SP:Iteration 5Q (143354.420000 sec): 3 clusters
  Score: Raw -13198436.780876 + Penalty 3791.797890 = -13194644.982987
  nChanged 4389
		SP:Iteration 6Q (143355.270000 sec): 3 clusters
  Score: Raw -13200139.754152 + Penalty 3791.797890 = -13196347.956262
  nChanged 5172
		SP:Iteration 7Q (143356.160000 sec): 3 clusters
  Score: Raw -13202731.898226 + Penalty 3791.797890 = -13198940.100337
  nChanged 6092
		SP:Iteration 8F (143356.980000 sec): 3 clusters
  Score: Raw -13206504.395986 + Penalty 3791.797890 = -13202712.598096
  nChanged 6884
		SP:Iteration 9F (143357.790000 sec): 3 clusters
  Score: Raw -13211373.026345 + Penalty 3791.797890 = -13207581.228455
  nChanged 7166
		SP:Iteration 10F (143358.570000 sec): 3 clusters
  Score: Raw -13216740.565328 + Penalty 3791.797890 = -13212948.767439
  nChanged 6378
		SP:Iteration 11F (143359.370000 sec): 3 clusters
  Score: Raw -13221472.742885 + Penalty 3791.797890 = -13217680.944995
  nChanged 5365
		SP:Iteration 12Q (143360.160000 sec): 3 clusters
  Score: Raw -13225242.969352 + Penalty 3791.797890 = -13221451.171462
  nChanged 4413
		SP:Iteration 13Q (143360.980000 sec): 3 clusters
  Score: Raw -13228323.219731 + Penalty 3791.797890 = -13224531.421842
  nChanged 3680
		SP:Iteration 14Q (143361.750000 sec): 3 clusters
  Score: Raw -13230865.481695 + Penalty 3791.797890 = -13227073.683805
  nChanged 3103
		SP:Iteration 15Q (143362.550000 sec): 3 clusters
  Score: Raw -13233086.858951 + Penalty 3791.797890 = -13229295.061061
  nChanged 2541
		SP:Iteration 16Q (143363.340000 sec): 3 clusters
  Score: Raw -13234946.523370 + Penalty 3791.797890 = -13231154.725480
  nChanged 1978
		SP:Iteration 17Q (143364.110000 sec): 3 clusters
  Score: Raw -13236414.481315 + Penalty 3791.797890 = -13232622.683425
  nChanged 1372
		SP:Iteration 18Q (143364.860000 sec): 3 clusters
  Score: Raw -13237410.882634 + Penalty 3791.797890 = -13233619.084744
  nChanged 901
		SP:Iteration 19Q (143365.540000 sec): 3 clusters
  Score: Raw -13238089.472708 + Penalty 3791.797890 = -13234297.674818
  nChanged 542
		SP:Iteration 20F (143366.320000 sec): 3 clusters
  Score: Raw -13238496.066959 + Penalty 3791.797890 = -13234704.269069
  nChanged 281
		SP:Iteration 21Q (143367.140000 sec): 3 clusters
  Score: Raw -13238700.171729 + Penalty 3791.797890 = -13234908.373839
  nChanged 168
		SP:Iteration 22Q (143367.970000 sec): 3 clusters
  Score: Raw -13238815.377661 + Penalty 3791.797890 = -13235023.579771
  nChanged 98
		SP:Iteration 23Q (143368.680000 sec): 3 clusters
  Score: Raw -13238886.499833 + Penalty 3791.797890 = -13235094.701943
  nChanged 78
		SP:Iteration 24Q (143369.390000 sec): 3 clusters
  Score: Raw -13238944.004933 + Penalty 3791.797890 = -13235152.207043
  nChanged 49
		SP:Iteration 25Q (143370.050000 sec): 3 clusters
  Score: Raw -13238982.614593 + Penalty 3791.797890 = -13235190.816704
  nChanged 22
		SP:Iteration 26Q (143370.790000 sec): 3 clusters
  Score: Raw -13239000.381376 + Penalty 3791.797890 = -13235208.583486
  nChanged 24
		SP:Iteration 27Q (143371.630000 sec): 3 clusters
  Score: Raw -13239018.052728 + Penalty 3791.797890 = -13235226.254838
  nChanged 14
		SP:Iteration 28Q (143372.450000 sec): 3 clusters
  Score: Raw -13239031.083554 + Penalty 3791.797890 = -13235239.285664
  nChanged 14
		SP:Iteration 29Q (143373.160000 sec): 3 clusters
  Score: Raw -13239044.695034 + Penalty 3791.797890 = -13235252.897144
  nChanged 10
		SP:Iteration 30Q (143373.740000 sec): 3 clusters
  Score: Raw -13239054.974951 + Penalty 3791.797890 = -13235263.177061
  nChanged 9
		SP:Iteration 31Q (143374.350000 sec): 3 clusters
  Score: Raw -13239062.428420 + Penalty 3791.797890 = -13235270.630530
  nChanged 5
		SP:Iteration 32Q (143374.940000 sec): 3 clusters
  Score: Raw -13239068.013855 + Penalty 3791.797890 = -13235276.215965
  nChanged 6
		SP:Iteration 33Q (143375.560000 sec): 3 clusters
  Score: Raw -13239074.316617 + Penalty 3791.797890 = -13235282.518727
  nChanged 6
		SP:Iteration 34Q (143376.150000 sec): 3 clusters
  Score: Raw -13239080.076139 + Penalty 3791.797890 = -13235288.278249
  nChanged 5
		SP:Iteration 35Q (143376.820000 sec): 3 clusters
  Score: Raw -13239084.547141 + Penalty 3791.797890 = -13235292.749252
  nChanged 5
		SP:Iteration 36Q (143377.510000 sec): 3 clusters
  Score: Raw -13239090.793698 + Penalty 3791.797890 = -13235298.995808
  nChanged 3
		SP:Iteration 37Q (143378.200000 sec): 3 clusters
  Score: Raw -13239093.401479 + Penalty 3791.797890 = -13235301.603589
  nChanged 0
		SP:Iteration 38F (143378.950000 sec): 3 clusters
  Score: Raw -13239093.401479 + Penalty 3791.797890 = -13235301.603589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143379.080000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143379.300000 sec): 3 clusters
  Score: Raw -69169.368401 + Penalty 2106.512567 = -67062.855834
  nChanged 164
		SP:Iteration 1F (143379.430000 sec): 3 clusters
  Score: Raw -69405.987637 + Penalty 2106.512567 = -67299.475070
  nChanged 59
		SP:Iteration 2F (143379.620000 sec): 3 clusters
  Score: Raw -69556.654322 + Penalty 2106.512567 = -67450.141755
  nChanged 51
		SP:Iteration 3F (143379.800000 sec): 3 clusters
  Score: Raw -69817.135211 + Penalty 2106.512567 = -67710.622644
  nChanged 38
		SP:Iteration 4F (143379.950000 sec): 3 clusters
  Score: Raw -70142.131061 + Penalty 2106.512567 = -68035.618494
  nChanged 37
		SP:Iteration 5F (143380.110000 sec): 3 clusters
  Score: Raw -70221.599447 + Penalty 2106.512567 = -68115.086880
  nChanged 16
		SP:Iteration 6Q (143380.300000 sec): 3 clusters
  Score: Raw -70246.904564 + Penalty 2106.512567 = -68140.391997
  nChanged 4
		SP:Iteration 7Q (143380.520000 sec): 3 clusters
  Score: Raw -70251.560450 + Penalty 2106.512567 = -68145.047883
  nChanged 2
		SP:Iteration 8Q (143380.660000 sec): 3 clusters
  Score: Raw -70257.327219 + Penalty 2106.512567 = -68150.814652
  nChanged 4
		SP:Iteration 9Q (143380.860000 sec): 3 clusters
  Score: Raw -70262.663916 + Penalty 2106.512567 = -68156.151349
  nChanged 2
		SP:Iteration 10Q (143381.020000 sec): 3 clusters
  Score: Raw -70268.187315 + Penalty 2106.512567 = -68161.674748
  nChanged 2
		SP:Iteration 11Q (143381.140000 sec): 3 clusters
  Score: Raw -70270.775968 + Penalty 2106.512567 = -68164.263401
  nChanged 1
		SP:Iteration 12Q (143381.320000 sec): 3 clusters
  Score: Raw -70275.200045 + Penalty 2106.512567 = -68168.687478
  nChanged 4
		SP:Iteration 13Q (143381.530000 sec): 3 clusters
  Score: Raw -70284.088103 + Penalty 2106.512567 = -68177.575536
  nChanged 3
		SP:Iteration 14Q (143381.690000 sec): 3 clusters
  Score: Raw -70289.536030 + Penalty 2106.512567 = -68183.023463
  nChanged 1
		SP:Iteration 15Q (143381.900000 sec): 3 clusters
  Score: Raw -70292.740610 + Penalty 2106.512567 = -68186.228043
  nChanged 1
		SP:Iteration 16Q (143382.030000 sec): 3 clusters
  Score: Raw -70294.615983 + Penalty 2106.512567 = -68188.103416
  nChanged 1
		SP:Iteration 17Q (143382.200000 sec): 3 clusters
  Score: Raw -70296.688581 + Penalty 2106.512567 = -68190.176014
  nChanged 0
		SP:Iteration 18F (143382.400000 sec): 3 clusters
  Score: Raw -70296.688581 + Penalty 2106.512567 = -68190.176014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143382.470000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143382.700000 sec): 3 clusters
  Score: Raw -9234.949992 + Penalty 1542.102942 = -7692.847050
  nChanged 12
		SP:Iteration 1F (143382.860000 sec): 3 clusters
  Score: Raw -9312.153477 + Penalty 1542.102942 = -7770.050535
  nChanged 3
		SP:Iteration 2Q (143383.030000 sec): 3 clusters
  Score: Raw -9355.882130 + Penalty 1542.102942 = -7813.779188
  nChanged 1
		SP:Iteration 3Q (143383.200000 sec): 3 clusters
  Score: Raw -9360.733785 + Penalty 1542.102942 = -7818.630843
  nChanged 1
		SP:Iteration 4Q (143383.360000 sec): 3 clusters
  Score: Raw -9391.127244 + Penalty 1542.102942 = -7849.024303
  nChanged 2
		SP:Iteration 5Q (143383.500000 sec): 3 clusters
  Score: Raw -9420.745924 + Penalty 1542.102942 = -7878.642983
  nChanged 0
		SP:Iteration 6F (143383.670000 sec): 3 clusters
  Score: Raw -9420.745924 + Penalty 1542.102942 = -7878.642983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (23030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143383.890000 sec): 2 clusters
  Score: Raw -2557869.381103 + Penalty 1632.239861 = -2556237.141242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143384.200000 sec): 3 clusters
  Score: Raw -2543885.230442 + Penalty 3264.479723 = -2540620.750719
  nChanged 10508
		SP:Iteration 1F (143384.450000 sec): 3 clusters
  Score: Raw -2549663.195914 + Penalty 3264.479723 = -2546398.716191
  nChanged 1136
		SP:Iteration 2Q (143384.780000 sec): 3 clusters
  Score: Raw -2550018.305252 + Penalty 3264.479723 = -2546753.825530
  nChanged 999
		SP:Iteration 3Q (143385.110000 sec): 3 clusters
  Score: Raw -2550353.663661 + Penalty 3264.479723 = -2547089.183938
  nChanged 969
		SP:Iteration 4Q (143385.360000 sec): 3 clusters
  Score: Raw -2550748.427800 + Penalty 3264.479723 = -2547483.948078
  nChanged 1080
		SP:Iteration 5Q (143385.720000 sec): 3 clusters
  Score: Raw -2551316.108621 + Penalty 3264.479723 = -2548051.628898
  nChanged 1370
		SP:Iteration 6F (143386.020000 sec): 3 clusters
  Score: Raw -2552201.971145 + Penalty 3264.479723 = -2548937.491422
  nChanged 1592
		SP:Iteration 7F (143386.290000 sec): 3 clusters
  Score: Raw -2553461.056854 + Penalty 3264.479723 = -2550196.577131
  nChanged 1644
		SP:Iteration 8F (143386.570000 sec): 3 clusters
  Score: Raw -2554885.785203 + Penalty 3264.479723 = -2551621.305480
  nChanged 1417
		SP:Iteration 9F (143386.900000 sec): 3 clusters
  Score: Raw -2556153.604337 + Penalty 3264.479723 = -2552889.124614
  nChanged 1070
		SP:Iteration 10Q (143387.190000 sec): 3 clusters
  Score: Raw -2557206.980479 + Penalty 3264.479723 = -2553942.500757
  nChanged 712
		SP:Iteration 11Q (143387.470000 sec): 3 clusters
  Score: Raw -2557977.379981 + Penalty 3264.479723 = -2554712.900258
  nChanged 432
		SP:Iteration 12Q (143387.760000 sec): 3 clusters
  Score: Raw -2558436.975273 + Penalty 3264.479723 = -2555172.495551
  nChanged 264
		SP:Iteration 13Q (143388.010000 sec): 3 clusters
  Score: Raw -2558664.359094 + Penalty 3264.479723 = -2555399.879372
  nChanged 181
		SP:Iteration 14Q (143388.290000 sec): 3 clusters
  Score: Raw -2558773.546976 + Penalty 3264.479723 = -2555509.067253
  nChanged 141
		SP:Iteration 15Q (143388.550000 sec): 3 clusters
  Score: Raw -2558842.688224 + Penalty 3264.479723 = -2555578.208501
  nChanged 93
		SP:Iteration 16Q (143388.770000 sec): 3 clusters
  Score: Raw -2558880.032977 + Penalty 3264.479723 = -2555615.553254
  nChanged 72
		SP:Iteration 17Q (143389.070000 sec): 3 clusters
  Score: Raw -2558907.951380 + Penalty 3264.479723 = -2555643.471658
  nChanged 62
		SP:Iteration 18Q (143389.340000 sec): 3 clusters
  Score: Raw -2558922.903560 + Penalty 3264.479723 = -2555658.423837
  nChanged 38
		SP:Iteration 19Q (143389.580000 sec): 3 clusters
  Score: Raw -2558929.291588 + Penalty 3264.479723 = -2555664.811865
  nChanged 15
		SP:Iteration 20F (143389.870000 sec): 3 clusters
  Score: Raw -2558931.895708 + Penalty 3264.479723 = -2555667.415985
  nChanged 6
		SP:Iteration 21Q (143390.150000 sec): 3 clusters
  Score: Raw -2558933.004918 + Penalty 3264.479723 = -2555668.525195
  nChanged 6
		SP:Iteration 22Q (143390.390000 sec): 3 clusters
  Score: Raw -2558933.777379 + Penalty 3264.479723 = -2555669.297657
  nChanged 6
		SP:Iteration 23Q (143390.660000 sec): 3 clusters
  Score: Raw -2558934.435538 + Penalty 3264.479723 = -2555669.955815
  nChanged 4
		SP:Iteration 24Q (143390.940000 sec): 3 clusters
  Score: Raw -2558934.928623 + Penalty 3264.479723 = -2555670.448900
  nChanged 6
		SP:Iteration 25Q (143391.210000 sec): 3 clusters
  Score: Raw -2558935.753569 + Penalty 3264.479723 = -2555671.273846
  nChanged 6
		SP:Iteration 26Q (143391.440000 sec): 3 clusters
  Score: Raw -2558936.281367 + Penalty 3264.479723 = -2555671.801645
  nChanged 2
		SP:Iteration 27Q (143391.710000 sec): 3 clusters
  Score: Raw -2558936.615068 + Penalty 3264.479723 = -2555672.135345
  nChanged 2
		SP:Iteration 28Q (143391.950000 sec): 3 clusters
  Score: Raw -2558936.846470 + Penalty 3264.479723 = -2555672.366748
  nChanged 0
		SP:Iteration 29F (143392.250000 sec): 3 clusters
  Score: Raw -2558936.846470 + Penalty 3264.479723 = -2555672.366748
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143392.350000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143392.530000 sec): 3 clusters
  Score: Raw -98923.391887 + Penalty 2222.133165 = -96701.258723
  nChanged 287
		SP:Iteration 1F (143392.720000 sec): 3 clusters
  Score: Raw -99196.392570 + Penalty 2222.133165 = -96974.259405
  nChanged 67
		SP:Iteration 2F (143392.910000 sec): 3 clusters
  Score: Raw -99260.440414 + Penalty 2222.133165 = -97038.307249
  nChanged 30
		SP:Iteration 3Q (143393.140000 sec): 3 clusters
  Score: Raw -99290.721366 + Penalty 2222.133165 = -97068.588202
  nChanged 15
		SP:Iteration 4Q (143393.310000 sec): 3 clusters
  Score: Raw -99310.381290 + Penalty 2222.133165 = -97088.248126
  nChanged 15
		SP:Iteration 5Q (143393.470000 sec): 3 clusters
  Score: Raw -99328.602504 + Penalty 2222.133165 = -97106.469339
  nChanged 17
		SP:Iteration 6Q (143393.650000 sec): 3 clusters
  Score: Raw -99346.567218 + Penalty 2222.133165 = -97124.434053
  nChanged 9
		SP:Iteration 7Q (143393.880000 sec): 3 clusters
  Score: Raw -99358.996441 + Penalty 2222.133165 = -97136.863276
  nChanged 10
		SP:Iteration 8Q (143394.070000 sec): 3 clusters
  Score: Raw -99369.195780 + Penalty 2222.133165 = -97147.062615
  nChanged 8
		SP:Iteration 9Q (143394.230000 sec): 3 clusters
  Score: Raw -99382.522505 + Penalty 2222.133165 = -97160.389340
  nChanged 10
		SP:Iteration 10Q (143394.400000 sec): 3 clusters
  Score: Raw -99390.123127 + Penalty 2222.133165 = -97167.989962
  nChanged 6
		SP:Iteration 11Q (143394.570000 sec): 3 clusters
  Score: Raw -99396.419755 + Penalty 2222.133165 = -97174.286590
  nChanged 11
		SP:Iteration 12Q (143394.740000 sec): 3 clusters
  Score: Raw -99402.992191 + Penalty 2222.133165 = -97180.859027
  nChanged 11
		SP:Iteration 13Q (143394.910000 sec): 3 clusters
  Score: Raw -99415.012502 + Penalty 2222.133165 = -97192.879337
  nChanged 8
		SP:Iteration 14Q (143395.100000 sec): 3 clusters
  Score: Raw -99425.844222 + Penalty 2222.133165 = -97203.711057
  nChanged 8
		SP:Iteration 15Q (143395.270000 sec): 3 clusters
  Score: Raw -99436.605863 + Penalty 2222.133165 = -97214.472698
  nChanged 9
		SP:Iteration 16Q (143395.430000 sec): 3 clusters
  Score: Raw -99452.608885 + Penalty 2222.133165 = -97230.475720
  nChanged 9
		SP:Iteration 17Q (143395.610000 sec): 3 clusters
  Score: Raw -99463.414286 + Penalty 2222.133165 = -97241.281121
  nChanged 11
		SP:Iteration 18Q (143395.780000 sec): 3 clusters
  Score: Raw -99474.940019 + Penalty 2222.133165 = -97252.806854
  nChanged 5
		SP:Iteration 19Q (143395.990000 sec): 3 clusters
  Score: Raw -99479.844333 + Penalty 2222.133165 = -97257.711168
  nChanged 6
		SP:Iteration 20F (143396.160000 sec): 3 clusters
  Score: Raw -99486.457223 + Penalty 2222.133165 = -97264.324058
  nChanged 8
		SP:Iteration 21Q (143396.330000 sec): 3 clusters
  Score: Raw -99502.038950 + Penalty 2222.133165 = -97279.905785
  nChanged 8
		SP:Iteration 22Q (143396.510000 sec): 3 clusters
  Score: Raw -99510.254542 + Penalty 2222.133165 = -97288.121377
  nChanged 9
		SP:Iteration 23Q (143396.680000 sec): 3 clusters
  Score: Raw -99521.745970 + Penalty 2222.133165 = -97299.612805
  nChanged 11
		SP:Iteration 24Q (143396.860000 sec): 3 clusters
  Score: Raw -99530.238512 + Penalty 2222.133165 = -97308.105347
  nChanged 8
		SP:Iteration 25Q (143397.050000 sec): 3 clusters
  Score: Raw -99535.275413 + Penalty 2222.133165 = -97313.142248
  nChanged 4
		SP:Iteration 26Q (143397.220000 sec): 3 clusters
  Score: Raw -99541.710873 + Penalty 2222.133165 = -97319.577709
  nChanged 8
		SP:Iteration 27Q (143397.400000 sec): 3 clusters
  Score: Raw -99554.995258 + Penalty 2222.133165 = -97332.862093
  nChanged 10
		SP:Iteration 28Q (143397.570000 sec): 3 clusters
  Score: Raw -99567.882996 + Penalty 2222.133165 = -97345.749831
  nChanged 10
		SP:Iteration 29Q (143397.750000 sec): 3 clusters
  Score: Raw -99579.828175 + Penalty 2222.133165 = -97357.695010
  nChanged 12
		SP:Iteration 30Q (143397.890000 sec): 3 clusters
  Score: Raw -99595.978793 + Penalty 2222.133165 = -97373.845629
  nChanged 16
		SP:Iteration 31Q (143398.110000 sec): 3 clusters
  Score: Raw -99618.130444 + Penalty 2222.133165 = -97395.997279
  nChanged 13
		SP:Iteration 32Q (143398.280000 sec): 3 clusters
  Score: Raw -99640.556493 + Penalty 2222.133165 = -97418.423329
  nChanged 13
		SP:Iteration 33Q (143398.450000 sec): 3 clusters
  Score: Raw -99661.965275 + Penalty 2222.133165 = -97439.832110
  nChanged 18
		SP:Iteration 34Q (143398.590000 sec): 3 clusters
  Score: Raw -99704.680430 + Penalty 2222.133165 = -97482.547265
  nChanged 22
		SP:Iteration 35Q (143398.760000 sec): 3 clusters
  Score: Raw -99754.739065 + Penalty 2222.133165 = -97532.605900
  nChanged 19
		SP:Iteration 36Q (143398.970000 sec): 3 clusters
  Score: Raw -99807.310837 + Penalty 2222.133165 = -97585.177672
  nChanged 22
		SP:Iteration 37Q (143399.140000 sec): 3 clusters
  Score: Raw -99857.039714 + Penalty 2222.133165 = -97634.906550
  nChanged 15
		SP:Iteration 38Q (143399.300000 sec): 3 clusters
  Score: Raw -99878.932588 + Penalty 2222.133165 = -97656.799424
  nChanged 10
		SP:Iteration 39Q (143399.460000 sec): 3 clusters
  Score: Raw -99895.279340 + Penalty 2222.133165 = -97673.146175
  nChanged 9
		SP:Iteration 40F (143399.690000 sec): 3 clusters
  Score: Raw -99909.942766 + Penalty 2222.133165 = -97687.809601
  nChanged 10
		SP:Iteration 41Q (143399.850000 sec): 3 clusters
  Score: Raw -99929.408639 + Penalty 2222.133165 = -97707.275474
  nChanged 8
		SP:Iteration 42Q (143400.050000 sec): 3 clusters
  Score: Raw -99951.677483 + Penalty 2222.133165 = -97729.544319
  nChanged 10
		SP:Iteration 43Q (143400.230000 sec): 3 clusters
  Score: Raw -99972.951238 + Penalty 2222.133165 = -97750.818073
  nChanged 10
		SP:Iteration 44Q (143400.390000 sec): 3 clusters
  Score: Raw -100007.255165 + Penalty 2222.133165 = -97785.122000
  nChanged 9
		SP:Iteration 45Q (143400.580000 sec): 3 clusters
  Score: Raw -100043.762677 + Penalty 2222.133165 = -97821.629512
  nChanged 8
		SP:Iteration 46Q (143400.760000 sec): 3 clusters
  Score: Raw -100067.560339 + Penalty 2222.133165 = -97845.427174
  nChanged 7
		SP:Iteration 47Q (143400.930000 sec): 3 clusters
  Score: Raw -100094.506858 + Penalty 2222.133165 = -97872.373694
  nChanged 7
		SP:Iteration 48Q (143401.100000 sec): 3 clusters
  Score: Raw -100111.970560 + Penalty 2222.133165 = -97889.837395
  nChanged 2
		SP:Iteration 49Q (143401.290000 sec): 3 clusters
  Score: Raw -100113.353507 + Penalty 2222.133165 = -97891.220342
  nChanged 0
		SP:Iteration 50F (143401.460000 sec): 3 clusters
  Score: Raw -100113.353507 + Penalty 2222.133165 = -97891.220342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143401.560000 sec): 2 clusters
  Score: Raw -379534.729405 + Penalty 1325.199669 = -378209.529736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143401.770000 sec): 3 clusters
  Score: Raw -377814.000010 + Penalty 2650.399339 = -375163.600671
  nChanged 1353
		SP:Iteration 1F (143401.950000 sec): 3 clusters
  Score: Raw -378577.529256 + Penalty 2650.399339 = -375927.129918
  nChanged 255
		SP:Iteration 2F (143402.130000 sec): 3 clusters
  Score: Raw -378720.010356 + Penalty 2650.399339 = -376069.611017
  nChanged 164
		SP:Iteration 3Q (143402.330000 sec): 3 clusters
  Score: Raw -378813.778130 + Penalty 2650.399339 = -376163.378792
  nChanged 132
		SP:Iteration 4Q (143402.520000 sec): 3 clusters
  Score: Raw -378879.271283 + Penalty 2650.399339 = -376228.871944
  nChanged 102
		SP:Iteration 5Q (143402.660000 sec): 3 clusters
  Score: Raw -378929.321562 + Penalty 2650.399339 = -376278.922223
  nChanged 85
		SP:Iteration 6Q (143402.810000 sec): 3 clusters
  Score: Raw -378976.480449 + Penalty 2650.399339 = -376326.081110
  nChanged 96
		SP:Iteration 7Q (143402.990000 sec): 3 clusters
  Score: Raw -379027.298479 + Penalty 2650.399339 = -376376.899140
  nChanged 76
		SP:Iteration 8Q (143403.140000 sec): 3 clusters
  Score: Raw -379066.237352 + Penalty 2650.399339 = -376415.838013
  nChanged 67
		SP:Iteration 9Q (143403.250000 sec): 3 clusters
  Score: Raw -379096.690622 + Penalty 2650.399339 = -376446.291284
  nChanged 56
		SP:Iteration 10Q (143403.390000 sec): 3 clusters
  Score: Raw -379121.256808 + Penalty 2650.399339 = -376470.857469
  nChanged 61
		SP:Iteration 11Q (143403.620000 sec): 3 clusters
  Score: Raw -379146.823770 + Penalty 2650.399339 = -376496.424431
  nChanged 58
		SP:Iteration 12Q (143403.810000 sec): 3 clusters
  Score: Raw -379178.008630 + Penalty 2650.399339 = -376527.609291
  nChanged 55
		SP:Iteration 13Q (143403.930000 sec): 3 clusters
  Score: Raw -379203.037742 + Penalty 2650.399339 = -376552.638403
  nChanged 57
		SP:Iteration 14Q (143404.110000 sec): 3 clusters
  Score: Raw -379229.857167 + Penalty 2650.399339 = -376579.457828
  nChanged 63
		SP:Iteration 15Q (143404.310000 sec): 3 clusters
  Score: Raw -379262.366535 + Penalty 2650.399339 = -376611.967196
  nChanged 64
		SP:Iteration 16Q (143404.500000 sec): 3 clusters
  Score: Raw -379306.510310 + Penalty 2650.399339 = -376656.110971
  nChanged 71
		SP:Iteration 17Q (143404.670000 sec): 3 clusters
  Score: Raw -379351.592088 + Penalty 2650.399339 = -376701.192749
  nChanged 60
		SP:Iteration 18Q (143404.860000 sec): 3 clusters
  Score: Raw -379381.190370 + Penalty 2650.399339 = -376730.791031
  nChanged 54
		SP:Iteration 19Q (143405.040000 sec): 3 clusters
  Score: Raw -379408.915507 + Penalty 2650.399339 = -376758.516168
  nChanged 51
		SP:Iteration 20F (143405.220000 sec): 3 clusters
  Score: Raw -379437.737575 + Penalty 2650.399339 = -376787.338236
  nChanged 61
		SP:Iteration 21Q (143405.410000 sec): 3 clusters
  Score: Raw -379469.554000 + Penalty 2650.399339 = -376819.154662
  nChanged 57
		SP:Iteration 22Q (143405.600000 sec): 3 clusters
  Score: Raw -379501.622966 + Penalty 2650.399339 = -376851.223627
  nChanged 50
		SP:Iteration 23Q (143405.780000 sec): 3 clusters
  Score: Raw -379532.204028 + Penalty 2650.399339 = -376881.804690
  nChanged 36
		SP:Iteration 24Q (143405.960000 sec): 3 clusters
  Score: Raw -379552.786684 + Penalty 2650.399339 = -376902.387346
  nChanged 29
		SP:Iteration 25Q (143406.170000 sec): 3 clusters
  Score: Raw -379571.000239 + Penalty 2650.399339 = -376920.600900
  nChanged 29
		SP:Iteration 26Q (143406.340000 sec): 3 clusters
  Score: Raw -379588.266098 + Penalty 2650.399339 = -376937.866760
  nChanged 21
		SP:Iteration 27Q (143406.470000 sec): 3 clusters
  Score: Raw -379603.986314 + Penalty 2650.399339 = -376953.586976
  nChanged 29
		SP:Iteration 28Q (143406.640000 sec): 3 clusters
  Score: Raw -379623.383598 + Penalty 2650.399339 = -376972.984260
  nChanged 22
		SP:Iteration 29Q (143406.800000 sec): 3 clusters
  Score: Raw -379637.615172 + Penalty 2650.399339 = -376987.215833
  nChanged 19
		SP:Iteration 30Q (143406.950000 sec): 3 clusters
  Score: Raw -379647.806029 + Penalty 2650.399339 = -376997.406690
  nChanged 14
		SP:Iteration 31Q (143407.110000 sec): 3 clusters
  Score: Raw -379657.777493 + Penalty 2650.399339 = -377007.378155
  nChanged 12
		SP:Iteration 32Q (143407.300000 sec): 3 clusters
  Score: Raw -379665.017300 + Penalty 2650.399339 = -377014.617961
  nChanged 7
		SP:Iteration 33Q (143407.500000 sec): 3 clusters
  Score: Raw -379670.922339 + Penalty 2650.399339 = -377020.523000
  nChanged 11
		SP:Iteration 34Q (143407.680000 sec): 3 clusters
  Score: Raw -379678.629479 + Penalty 2650.399339 = -377028.230140
  nChanged 6
		SP:Iteration 35Q (143407.860000 sec): 3 clusters
  Score: Raw -379682.795184 + Penalty 2650.399339 = -377032.395846
  nChanged 6
		SP:Iteration 36Q (143408.040000 sec): 3 clusters
  Score: Raw -379687.174080 + Penalty 2650.399339 = -377036.774742
  nChanged 7
		SP:Iteration 37Q (143408.230000 sec): 3 clusters
  Score: Raw -379691.641312 + Penalty 2650.399339 = -377041.241974
  nChanged 7
		SP:Iteration 38Q (143408.410000 sec): 3 clusters
  Score: Raw -379697.362674 + Penalty 2650.399339 = -377046.963335
  nChanged 11
		SP:Iteration 39Q (143408.620000 sec): 3 clusters
  Score: Raw -379707.081864 + Penalty 2650.399339 = -377056.682525
  nChanged 7
		SP:Iteration 40F (143408.780000 sec): 3 clusters
  Score: Raw -379711.197187 + Penalty 2650.399339 = -377060.797848
  nChanged 5
		SP:Iteration 41Q (143408.990000 sec): 3 clusters
  Score: Raw -379714.592392 + Penalty 2650.399339 = -377064.193054
  nChanged 5
		SP:Iteration 42Q (143409.140000 sec): 3 clusters
  Score: Raw -379717.180441 + Penalty 2650.399339 = -377066.781102
  nChanged 4
		SP:Iteration 43Q (143409.350000 sec): 3 clusters
  Score: Raw -379720.511630 + Penalty 2650.399339 = -377070.112292
  nChanged 9
		SP:Iteration 44Q (143409.540000 sec): 3 clusters
  Score: Raw -379727.309454 + Penalty 2650.399339 = -377076.910116
  nChanged 2
		SP:Iteration 45Q (143409.720000 sec): 3 clusters
  Score: Raw -379728.955393 + Penalty 2650.399339 = -377078.556054
  nChanged 3
		SP:Iteration 46Q (143409.920000 sec): 3 clusters
  Score: Raw -379730.415249 + Penalty 2650.399339 = -377080.015911
  nChanged 1
		SP:Iteration 47Q (143410.050000 sec): 3 clusters
  Score: Raw -379731.073336 + Penalty 2650.399339 = -377080.673998
  nChanged 4
		SP:Iteration 48Q (143410.230000 sec): 3 clusters
  Score: Raw -379734.461737 + Penalty 2650.399339 = -377084.062398
  nChanged 4
		SP:Iteration 49Q (143410.340000 sec): 3 clusters
  Score: Raw -379737.643875 + Penalty 2650.399339 = -377087.244536
  nChanged 2
		SP:Iteration 50Q (143410.490000 sec): 3 clusters
  Score: Raw -379738.859317 + Penalty 2650.399339 = -377088.459979
  nChanged 2
		SP:Iteration 51Q (143410.660000 sec): 3 clusters
  Score: Raw -379739.843655 + Penalty 2650.399339 = -377089.444316
  nChanged 2
		SP:Iteration 52Q (143410.790000 sec): 3 clusters
  Score: Raw -379741.103780 + Penalty 2650.399339 = -377090.704441
  nChanged 3
		SP:Iteration 53Q (143410.970000 sec): 3 clusters
  Score: Raw -379743.773172 + Penalty 2650.399339 = -377093.373833
  nChanged 3
		SP:Iteration 54Q (143411.150000 sec): 3 clusters
  Score: Raw -379745.511721 + Penalty 2650.399339 = -377095.112382
  nChanged 1
		SP:Iteration 55Q (143411.310000 sec): 3 clusters
  Score: Raw -379746.602154 + Penalty 2650.399339 = -377096.202815
  nChanged 3
		SP:Iteration 56Q (143411.500000 sec): 3 clusters
  Score: Raw -379749.208153 + Penalty 2650.399339 = -377098.808814
  nChanged 3
		SP:Iteration 57Q (143411.610000 sec): 3 clusters
  Score: Raw -379751.232572 + Penalty 2650.399339 = -377100.833233
  nChanged 2
		SP:Iteration 58Q (143411.780000 sec): 3 clusters
  Score: Raw -379752.566053 + Penalty 2650.399339 = -377102.166714
  nChanged 1
		SP:Iteration 59Q (143411.920000 sec): 3 clusters
  Score: Raw -379752.669651 + Penalty 2650.399339 = -377102.270312
  nChanged 0
		SP:Iteration 60F (143412.100000 sec): 3 clusters
  Score: Raw -379752.669651 + Penalty 2650.399339 = -377102.270312
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (8113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143412.190000 sec): 2 clusters
  Score: Raw -885375.556345 + Penalty 1462.698736 = -883912.857609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143412.390000 sec): 3 clusters
  Score: Raw -880993.432848 + Penalty 2925.397473 = -878068.035375
  nChanged 3422
		SP:Iteration 1F (143412.610000 sec): 3 clusters
  Score: Raw -882799.757134 + Penalty 2925.397473 = -879874.359661
  nChanged 497
		SP:Iteration 2F (143412.790000 sec): 3 clusters
  Score: Raw -883016.242868 + Penalty 2925.397473 = -880090.845396
  nChanged 422
		SP:Iteration 3F (143412.960000 sec): 3 clusters
  Score: Raw -883207.887723 + Penalty 2925.397473 = -880282.490250
  nChanged 364
		SP:Iteration 4Q (143413.140000 sec): 3 clusters
  Score: Raw -883364.947702 + Penalty 2925.397473 = -880439.550229
  nChanged 319
		SP:Iteration 5Q (143413.340000 sec): 3 clusters
  Score: Raw -883502.158668 + Penalty 2925.397473 = -880576.761196
  nChanged 286
		SP:Iteration 6Q (143413.570000 sec): 3 clusters
  Score: Raw -883643.177040 + Penalty 2925.397473 = -880717.779567
  nChanged 292
		SP:Iteration 7Q (143413.720000 sec): 3 clusters
  Score: Raw -883774.759685 + Penalty 2925.397473 = -880849.362213
  nChanged 272
		SP:Iteration 8Q (143413.930000 sec): 3 clusters
  Score: Raw -883916.437367 + Penalty 2925.397473 = -880991.039894
  nChanged 286
		SP:Iteration 9Q (143414.100000 sec): 3 clusters
  Score: Raw -884059.186131 + Penalty 2925.397473 = -881133.788659
  nChanged 277
		SP:Iteration 10Q (143414.250000 sec): 3 clusters
  Score: Raw -884186.666726 + Penalty 2925.397473 = -881261.269253
  nChanged 238
		SP:Iteration 11Q (143414.450000 sec): 3 clusters
  Score: Raw -884292.907883 + Penalty 2925.397473 = -881367.510410
  nChanged 226
		SP:Iteration 12Q (143414.620000 sec): 3 clusters
  Score: Raw -884387.126957 + Penalty 2925.397473 = -881461.729485
  nChanged 221
		SP:Iteration 13Q (143414.780000 sec): 3 clusters
  Score: Raw -884469.641628 + Penalty 2925.397473 = -881544.244156
  nChanged 169
		SP:Iteration 14Q (143415.000000 sec): 3 clusters
  Score: Raw -884546.176105 + Penalty 2925.397473 = -881620.778632
  nChanged 185
		SP:Iteration 15Q (143415.170000 sec): 3 clusters
  Score: Raw -884632.291180 + Penalty 2925.397473 = -881706.893707
  nChanged 179
		SP:Iteration 16Q (143415.350000 sec): 3 clusters
  Score: Raw -884709.407194 + Penalty 2925.397473 = -881784.009722
  nChanged 174
		SP:Iteration 17Q (143415.550000 sec): 3 clusters
  Score: Raw -884783.551987 + Penalty 2925.397473 = -881858.154515
  nChanged 150
		SP:Iteration 18Q (143415.740000 sec): 3 clusters
  Score: Raw -884842.681425 + Penalty 2925.397473 = -881917.283953
  nChanged 162
		SP:Iteration 19Q (143415.940000 sec): 3 clusters
  Score: Raw -884912.494637 + Penalty 2925.397473 = -881987.097164
  nChanged 131
		SP:Iteration 20F (143416.170000 sec): 3 clusters
  Score: Raw -884968.293736 + Penalty 2925.397473 = -882042.896263
  nChanged 146
		SP:Iteration 21Q (143416.380000 sec): 3 clusters
  Score: Raw -885026.868867 + Penalty 2925.397473 = -882101.471394
  nChanged 143
		SP:Iteration 22Q (143416.540000 sec): 3 clusters
  Score: Raw -885087.213351 + Penalty 2925.397473 = -882161.815879
  nChanged 149
		SP:Iteration 23Q (143416.700000 sec): 3 clusters
  Score: Raw -885157.050516 + Penalty 2925.397473 = -882231.653043
  nChanged 135
		SP:Iteration 24Q (143416.990000 sec): 3 clusters
  Score: Raw -885219.882968 + Penalty 2925.397473 = -882294.485495
  nChanged 131
		SP:Iteration 25Q (143417.130000 sec): 3 clusters
  Score: Raw -885273.918913 + Penalty 2925.397473 = -882348.521440
  nChanged 120
		SP:Iteration 26Q (143417.330000 sec): 3 clusters
  Score: Raw -885323.791034 + Penalty 2925.397473 = -882398.393561
  nChanged 117
		SP:Iteration 27Q (143417.510000 sec): 3 clusters
  Score: Raw -885370.983909 + Penalty 2925.397473 = -882445.586437
  nChanged 106
		SP:Iteration 28Q (143417.680000 sec): 3 clusters
  Score: Raw -885417.285809 + Penalty 2925.397473 = -882491.888336
  nChanged 116
		SP:Iteration 29Q (143417.810000 sec): 3 clusters
  Score: Raw -885467.871576 + Penalty 2925.397473 = -882542.474104
  nChanged 97
		SP:Iteration 30Q (143417.970000 sec): 3 clusters
  Score: Raw -885507.751590 + Penalty 2925.397473 = -882582.354118
  nChanged 97
		SP:Iteration 31Q (143418.170000 sec): 3 clusters
  Score: Raw -885552.811579 + Penalty 2925.397473 = -882627.414107
  nChanged 98
		SP:Iteration 32Q (143418.340000 sec): 3 clusters
  Score: Raw -885600.937771 + Penalty 2925.397473 = -882675.540298
  nChanged 82
		SP:Iteration 33Q (143418.550000 sec): 3 clusters
  Score: Raw -885640.279851 + Penalty 2925.397473 = -882714.882379
  nChanged 71
		SP:Iteration 34Q (143418.690000 sec): 3 clusters
  Score: Raw -885673.967052 + Penalty 2925.397473 = -882748.569579
  nChanged 68
		SP:Iteration 35Q (143418.910000 sec): 3 clusters
  Score: Raw -885707.153563 + Penalty 2925.397473 = -882781.756090
  nChanged 59
		SP:Iteration 36Q (143419.080000 sec): 3 clusters
  Score: Raw -885736.356420 + Penalty 2925.397473 = -882810.958948
  nChanged 48
		SP:Iteration 37Q (143419.310000 sec): 3 clusters
  Score: Raw -885758.787185 + Penalty 2925.397473 = -882833.389713
  nChanged 38
		SP:Iteration 38Q (143419.490000 sec): 3 clusters
  Score: Raw -885772.752940 + Penalty 2925.397473 = -882847.355467
  nChanged 36
		SP:Iteration 39Q (143419.670000 sec): 3 clusters
  Score: Raw -885788.730516 + Penalty 2925.397473 = -882863.333044
  nChanged 27
		SP:Iteration 40F (143419.880000 sec): 3 clusters
  Score: Raw -885799.734173 + Penalty 2925.397473 = -882874.336700
  nChanged 18
		SP:Iteration 41Q (143420.050000 sec): 3 clusters
  Score: Raw -885808.682392 + Penalty 2925.397473 = -882883.284920
  nChanged 26
		SP:Iteration 42Q (143420.270000 sec): 3 clusters
  Score: Raw -885821.184167 + Penalty 2925.397473 = -882895.786694
  nChanged 20
		SP:Iteration 43Q (143420.450000 sec): 3 clusters
  Score: Raw -885828.208453 + Penalty 2925.397473 = -882902.810981
  nChanged 13
		SP:Iteration 44Q (143420.600000 sec): 3 clusters
  Score: Raw -885833.573903 + Penalty 2925.397473 = -882908.176430
  nChanged 7
		SP:Iteration 45Q (143420.810000 sec): 3 clusters
  Score: Raw -885836.509523 + Penalty 2925.397473 = -882911.112050
  nChanged 9
		SP:Iteration 46Q (143420.990000 sec): 3 clusters
  Score: Raw -885841.311342 + Penalty 2925.397473 = -882915.913869
  nChanged 4
		SP:Iteration 47Q (143421.220000 sec): 3 clusters
  Score: Raw -885843.171308 + Penalty 2925.397473 = -882917.773835
  nChanged 9
		SP:Iteration 48Q (143421.380000 sec): 3 clusters
  Score: Raw -885847.050416 + Penalty 2925.397473 = -882921.652943
  nChanged 8
		SP:Iteration 49Q (143421.590000 sec): 3 clusters
  Score: Raw -885849.597447 + Penalty 2925.397473 = -882924.199975
  nChanged 6
		SP:Iteration 50Q (143421.780000 sec): 3 clusters
  Score: Raw -885851.884064 + Penalty 2925.397473 = -882926.486591
  nChanged 1
		SP:Iteration 51Q (143421.990000 sec): 3 clusters
  Score: Raw -885852.153629 + Penalty 2925.397473 = -882926.756157
  nChanged 0
		SP:Iteration 52F (143422.190000 sec): 3 clusters
  Score: Raw -885852.153629 + Penalty 2925.397473 = -882926.756157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143422.310000 sec): 2 clusters
  Score: Raw -402944.364540 + Penalty 1341.234106 = -401603.130434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143422.560000 sec): 3 clusters
  Score: Raw -401043.915421 + Penalty 2682.468212 = -398361.447210
  nChanged 1507
		SP:Iteration 1F (143422.710000 sec): 3 clusters
  Score: Raw -401882.703831 + Penalty 2682.468212 = -399200.235620
  nChanged 303
		SP:Iteration 2F (143422.910000 sec): 3 clusters
  Score: Raw -402070.656081 + Penalty 2682.468212 = -399388.187869
  nChanged 246
		SP:Iteration 3F (143423.090000 sec): 3 clusters
  Score: Raw -402239.683317 + Penalty 2682.468212 = -399557.215106
  nChanged 210
		SP:Iteration 4F (143423.300000 sec): 3 clusters
  Score: Raw -402385.898003 + Penalty 2682.468212 = -399703.429791
  nChanged 178
		SP:Iteration 5Q (143423.500000 sec): 3 clusters
  Score: Raw -402525.278759 + Penalty 2682.468212 = -399842.810547
  nChanged 193
		SP:Iteration 6F (143423.690000 sec): 3 clusters
  Score: Raw -402708.497568 + Penalty 2682.468212 = -400026.029357
  nChanged 200
		SP:Iteration 7F (143423.830000 sec): 3 clusters
  Score: Raw -402855.263443 + Penalty 2682.468212 = -400172.795231
  nChanged 175
		SP:Iteration 8Q (143424.010000 sec): 3 clusters
  Score: Raw -403003.072522 + Penalty 2682.468212 = -400320.604310
  nChanged 177
		SP:Iteration 9Q (143424.120000 sec): 3 clusters
  Score: Raw -403129.967030 + Penalty 2682.468212 = -400447.498819
  nChanged 132
		SP:Iteration 10Q (143424.290000 sec): 3 clusters
  Score: Raw -403221.869913 + Penalty 2682.468212 = -400539.401702
  nChanged 124
		SP:Iteration 11Q (143424.460000 sec): 3 clusters
  Score: Raw -403304.539951 + Penalty 2682.468212 = -400622.071739
  nChanged 100
		SP:Iteration 12Q (143424.650000 sec): 3 clusters
  Score: Raw -403360.034531 + Penalty 2682.468212 = -400677.566320
  nChanged 83
		SP:Iteration 13Q (143424.790000 sec): 3 clusters
  Score: Raw -403409.221965 + Penalty 2682.468212 = -400726.753753
  nChanged 69
		SP:Iteration 14Q (143424.990000 sec): 3 clusters
  Score: Raw -403444.267478 + Penalty 2682.468212 = -400761.799266
  nChanged 56
		SP:Iteration 15Q (143425.130000 sec): 3 clusters
  Score: Raw -403468.127539 + Penalty 2682.468212 = -400785.659327
  nChanged 42
		SP:Iteration 16Q (143425.270000 sec): 3 clusters
  Score: Raw -403494.518259 + Penalty 2682.468212 = -400812.050047
  nChanged 46
		SP:Iteration 17Q (143425.430000 sec): 3 clusters
  Score: Raw -403517.147641 + Penalty 2682.468212 = -400834.679429
  nChanged 40
		SP:Iteration 18Q (143425.610000 sec): 3 clusters
  Score: Raw -403536.809535 + Penalty 2682.468212 = -400854.341323
  nChanged 28
		SP:Iteration 19Q (143425.740000 sec): 3 clusters
  Score: Raw -403551.363614 + Penalty 2682.468212 = -400868.895403
  nChanged 32
		SP:Iteration 20F (143425.920000 sec): 3 clusters
  Score: Raw -403560.409424 + Penalty 2682.468212 = -400877.941212
  nChanged 22
		SP:Iteration 21Q (143426.100000 sec): 3 clusters
  Score: Raw -403566.876725 + Penalty 2682.468212 = -400884.408513
  nChanged 20
		SP:Iteration 22Q (143426.290000 sec): 3 clusters
  Score: Raw -403573.014810 + Penalty 2682.468212 = -400890.546598
  nChanged 16
		SP:Iteration 23Q (143426.490000 sec): 3 clusters
  Score: Raw -403577.919792 + Penalty 2682.468212 = -400895.451580
  nChanged 10
		SP:Iteration 24Q (143426.670000 sec): 3 clusters
  Score: Raw -403580.163847 + Penalty 2682.468212 = -400897.695635
  nChanged 4
		SP:Iteration 25Q (143426.830000 sec): 3 clusters
  Score: Raw -403580.750393 + Penalty 2682.468212 = -400898.282181
  nChanged 3
		SP:Iteration 26Q (143427.000000 sec): 3 clusters
  Score: Raw -403581.346795 + Penalty 2682.468212 = -400898.878583
  nChanged 1
		SP:Iteration 27Q (143427.170000 sec): 3 clusters
  Score: Raw -403581.501909 + Penalty 2682.468212 = -400899.033698
  nChanged 0
		SP:Iteration 28F (143427.330000 sec): 3 clusters
  Score: Raw -403581.501909 + Penalty 2682.468212 = -400899.033698
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143427.750000 sec): 2 clusters
  Score: Raw -5326247.145514 + Penalty 1753.716041 = -5324493.429473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143428.180000 sec): 3 clusters
  Score: Raw -5295449.879190 + Penalty 3507.432082 = -5291942.447108
  nChanged 22833
		SP:Iteration 1F (143428.550000 sec): 3 clusters
  Score: Raw -5308349.855324 + Penalty 3507.432082 = -5304842.423242
  nChanged 2158
		SP:Iteration 2Q (143428.970000 sec): 3 clusters
  Score: Raw -5309046.703319 + Penalty 3507.432082 = -5305539.271237
  nChanged 2162
		SP:Iteration 3Q (143429.360000 sec): 3 clusters
  Score: Raw -5309814.433095 + Penalty 3507.432082 = -5306307.001012
  nChanged 2287
		SP:Iteration 4Q (143429.780000 sec): 3 clusters
  Score: Raw -5310702.952894 + Penalty 3507.432082 = -5307195.520812
  nChanged 2233
		SP:Iteration 5Q (143430.210000 sec): 3 clusters
  Score: Raw -5311614.219586 + Penalty 3507.432082 = -5308106.787503
  nChanged 2193
		SP:Iteration 6Q (143430.630000 sec): 3 clusters
  Score: Raw -5312525.159437 + Penalty 3507.432082 = -5309017.727354
  nChanged 2211
		SP:Iteration 7Q (143431.060000 sec): 3 clusters
  Score: Raw -5313543.866419 + Penalty 3507.432082 = -5310036.434337
  nChanged 2243
		SP:Iteration 8Q (143431.510000 sec): 3 clusters
  Score: Raw -5314718.789981 + Penalty 3507.432082 = -5311211.357898
  nChanged 2220
		SP:Iteration 9Q (143431.980000 sec): 3 clusters
  Score: Raw -5316137.332866 + Penalty 3507.432082 = -5312629.900783
  nChanged 2279
		SP:Iteration 10Q (143432.440000 sec): 3 clusters
  Score: Raw -5317795.311887 + Penalty 3507.432082 = -5314287.879805
  nChanged 2066
		SP:Iteration 11Q (143432.840000 sec): 3 clusters
  Score: Raw -5319303.009126 + Penalty 3507.432082 = -5315795.577044
  nChanged 1794
		SP:Iteration 12Q (143433.330000 sec): 3 clusters
  Score: Raw -5320512.917693 + Penalty 3507.432082 = -5317005.485610
  nChanged 1443
		SP:Iteration 13Q (143433.770000 sec): 3 clusters
  Score: Raw -5321471.796144 + Penalty 3507.432082 = -5317964.364062
  nChanged 1134
		SP:Iteration 14Q (143434.230000 sec): 3 clusters
  Score: Raw -5322116.062611 + Penalty 3507.432082 = -5318608.630529
  nChanged 971
		SP:Iteration 15Q (143434.700000 sec): 3 clusters
  Score: Raw -5322677.806859 + Penalty 3507.432082 = -5319170.374776
  nChanged 895
		SP:Iteration 16Q (143435.190000 sec): 3 clusters
  Score: Raw -5323199.851286 + Penalty 3507.432082 = -5319692.419204
  nChanged 841
		SP:Iteration 17Q (143435.630000 sec): 3 clusters
  Score: Raw -5323687.554169 + Penalty 3507.432082 = -5320180.122087
  nChanged 761
		SP:Iteration 18Q (143436.050000 sec): 3 clusters
  Score: Raw -5324131.354804 + Penalty 3507.432082 = -5320623.922721
  nChanged 657
		SP:Iteration 19Q (143436.440000 sec): 3 clusters
  Score: Raw -5324507.545424 + Penalty 3507.432082 = -5321000.113342
  nChanged 583
		SP:Iteration 20F (143436.830000 sec): 3 clusters
  Score: Raw -5324839.114789 + Penalty 3507.432082 = -5321331.682707
  nChanged 512
		SP:Iteration 21Q (143437.200000 sec): 3 clusters
  Score: Raw -5325127.211133 + Penalty 3507.432082 = -5321619.779050
  nChanged 464
		SP:Iteration 22Q (143437.560000 sec): 3 clusters
  Score: Raw -5325382.463709 + Penalty 3507.432082 = -5321875.031627
  nChanged 390
		SP:Iteration 23Q (143437.900000 sec): 3 clusters
  Score: Raw -5325603.619663 + Penalty 3507.432082 = -5322096.187580
  nChanged 321
		SP:Iteration 24Q (143438.230000 sec): 3 clusters
  Score: Raw -5325775.627385 + Penalty 3507.432082 = -5322268.195303
  nChanged 281
		SP:Iteration 25Q (143438.580000 sec): 3 clusters
  Score: Raw -5325925.404046 + Penalty 3507.432082 = -5322417.971963
  nChanged 231
		SP:Iteration 26Q (143438.960000 sec): 3 clusters
  Score: Raw -5326048.969081 + Penalty 3507.432082 = -5322541.536998
  nChanged 217
		SP:Iteration 27Q (143439.310000 sec): 3 clusters
  Score: Raw -5326178.814444 + Penalty 3507.432082 = -5322671.382362
  nChanged 173
		SP:Iteration 28Q (143439.660000 sec): 3 clusters
  Score: Raw -5326276.686061 + Penalty 3507.432082 = -5322769.253978
  nChanged 133
		SP:Iteration 29Q (143439.980000 sec): 3 clusters
  Score: Raw -5326340.182636 + Penalty 3507.432082 = -5322832.750553
  nChanged 84
		SP:Iteration 30Q (143440.350000 sec): 3 clusters
  Score: Raw -5326378.552400 + Penalty 3507.432082 = -5322871.120317
  nChanged 71
		SP:Iteration 31Q (143440.670000 sec): 3 clusters
  Score: Raw -5326412.522323 + Penalty 3507.432082 = -5322905.090240
  nChanged 60
		SP:Iteration 32Q (143441.030000 sec): 3 clusters
  Score: Raw -5326440.901851 + Penalty 3507.432082 = -5322933.469769
  nChanged 54
		SP:Iteration 33Q (143441.370000 sec): 3 clusters
  Score: Raw -5326469.393666 + Penalty 3507.432082 = -5322961.961583
  nChanged 41
		SP:Iteration 34Q (143441.740000 sec): 3 clusters
  Score: Raw -5326488.098833 + Penalty 3507.432082 = -5322980.666750
  nChanged 41
		SP:Iteration 35Q (143442.080000 sec): 3 clusters
  Score: Raw -5326507.205343 + Penalty 3507.432082 = -5322999.773261
  nChanged 34
		SP:Iteration 36Q (143442.440000 sec): 3 clusters
  Score: Raw -5326521.715565 + Penalty 3507.432082 = -5323014.283483
  nChanged 21
		SP:Iteration 37Q (143442.840000 sec): 3 clusters
  Score: Raw -5326531.876302 + Penalty 3507.432082 = -5323024.444220
  nChanged 19
		SP:Iteration 38Q (143443.230000 sec): 3 clusters
  Score: Raw -5326540.147094 + Penalty 3507.432082 = -5323032.715011
  nChanged 17
		SP:Iteration 39Q (143443.600000 sec): 3 clusters
  Score: Raw -5326545.592241 + Penalty 3507.432082 = -5323038.160159
  nChanged 9
		SP:Iteration 40F (143443.980000 sec): 3 clusters
  Score: Raw -5326548.576650 + Penalty 3507.432082 = -5323041.144567
  nChanged 8
		SP:Iteration 41Q (143444.350000 sec): 3 clusters
  Score: Raw -5326551.267039 + Penalty 3507.432082 = -5323043.834957
  nChanged 9
		SP:Iteration 42Q (143444.720000 sec): 3 clusters
  Score: Raw -5326554.546517 + Penalty 3507.432082 = -5323047.114435
  nChanged 11
		SP:Iteration 43Q (143445.130000 sec): 3 clusters
  Score: Raw -5326557.881171 + Penalty 3507.432082 = -5323050.449089
  nChanged 5
		SP:Iteration 44Q (143445.540000 sec): 3 clusters
  Score: Raw -5326559.716794 + Penalty 3507.432082 = -5323052.284711
  nChanged 7
		SP:Iteration 45Q (143445.930000 sec): 3 clusters
  Score: Raw -5326561.530101 + Penalty 3507.432082 = -5323054.098019
  nChanged 6
		SP:Iteration 46Q (143446.370000 sec): 3 clusters
  Score: Raw -5326563.515706 + Penalty 3507.432082 = -5323056.083623
  nChanged 5
		SP:Iteration 47Q (143446.760000 sec): 3 clusters
  Score: Raw -5326565.054669 + Penalty 3507.432082 = -5323057.622586
  nChanged 5
		SP:Iteration 48Q (143447.120000 sec): 3 clusters
  Score: Raw -5326566.332526 + Penalty 3507.432082 = -5323058.900443
  nChanged 3
		SP:Iteration 49Q (143447.570000 sec): 3 clusters
  Score: Raw -5326567.087371 + Penalty 3507.432082 = -5323059.655288
  nChanged 5
		SP:Iteration 50Q (143447.990000 sec): 3 clusters
  Score: Raw -5326569.258380 + Penalty 3507.432082 = -5323061.826298
  nChanged 5
		SP:Iteration 51Q (143448.380000 sec): 3 clusters
  Score: Raw -5326572.056593 + Penalty 3507.432082 = -5323064.624511
  nChanged 4
		SP:Iteration 52Q (143448.790000 sec): 3 clusters
  Score: Raw -5326574.187359 + Penalty 3507.432082 = -5323066.755276
  nChanged 4
		SP:Iteration 53Q (143449.220000 sec): 3 clusters
  Score: Raw -5326575.474310 + Penalty 3507.432082 = -5323068.042227
  nChanged 2
		SP:Iteration 54Q (143449.660000 sec): 3 clusters
  Score: Raw -5326576.353878 + Penalty 3507.432082 = -5323068.921795
  nChanged 3
		SP:Iteration 55Q (143450.080000 sec): 3 clusters
  Score: Raw -5326577.409241 + Penalty 3507.432082 = -5323069.977159
  nChanged 1
		SP:Iteration 56Q (143450.460000 sec): 3 clusters
  Score: Raw -5326577.706368 + Penalty 3507.432082 = -5323070.274285
  nChanged 1
		SP:Iteration 57Q (143450.830000 sec): 3 clusters
  Score: Raw -5326578.252267 + Penalty 3507.432082 = -5323070.820184
  nChanged 0
		SP:Iteration 58F (143451.300000 sec): 3 clusters
  Score: Raw -5326578.252267 + Penalty 3507.432082 = -5323070.820184
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143451.400000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143451.580000 sec): 3 clusters
  Score: Raw -22417.830867 + Penalty 1748.466640 = -20669.364227
  nChanged 27
		SP:Iteration 1F (143451.760000 sec): 3 clusters
  Score: Raw -22492.004460 + Penalty 1748.466640 = -20743.537820
  nChanged 3
		SP:Iteration 2Q (143451.940000 sec): 3 clusters
  Score: Raw -22504.122735 + Penalty 1748.466640 = -20755.656095
  nChanged 0
		SP:Iteration 3F (143452.090000 sec): 3 clusters
  Score: Raw -22504.122735 + Penalty 1748.466640 = -20755.656095
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143452.250000 sec): 2 clusters
  Score: Raw -351580.124055 + Penalty 1319.402271 = -350260.721784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143452.410000 sec): 3 clusters
  Score: Raw -349954.364301 + Penalty 2638.804542 = -347315.559759
  nChanged 1305
		SP:Iteration 1F (143452.560000 sec): 3 clusters
  Score: Raw -350760.274788 + Penalty 2638.804542 = -348121.470246
  nChanged 323
		SP:Iteration 2F (143452.760000 sec): 3 clusters
  Score: Raw -351051.318844 + Penalty 2638.804542 = -348412.514302
  nChanged 248
		SP:Iteration 3F (143452.970000 sec): 3 clusters
  Score: Raw -351278.541077 + Penalty 2638.804542 = -348639.736536
  nChanged 244
		SP:Iteration 4F (143453.130000 sec): 3 clusters
  Score: Raw -351521.239387 + Penalty 2638.804542 = -348882.434845
  nChanged 214
		SP:Iteration 5F (143453.320000 sec): 3 clusters
  Score: Raw -351770.213142 + Penalty 2638.804542 = -349131.408601
  nChanged 169
		SP:Iteration 6F (143453.530000 sec): 3 clusters
  Score: Raw -351964.763356 + Penalty 2638.804542 = -349325.958814
  nChanged 149
		SP:Iteration 7Q (143453.680000 sec): 3 clusters
  Score: Raw -352132.519643 + Penalty 2638.804542 = -349493.715101
  nChanged 113
		SP:Iteration 8Q (143453.810000 sec): 3 clusters
  Score: Raw -352223.735057 + Penalty 2638.804542 = -349584.930515
  nChanged 88
		SP:Iteration 9Q (143453.960000 sec): 3 clusters
  Score: Raw -352282.984663 + Penalty 2638.804542 = -349644.180121
  nChanged 74
		SP:Iteration 10Q (143454.120000 sec): 3 clusters
  Score: Raw -352322.487745 + Penalty 2638.804542 = -349683.683203
  nChanged 53
		SP:Iteration 11Q (143454.330000 sec): 3 clusters
  Score: Raw -352349.544077 + Penalty 2638.804542 = -349710.739536
  nChanged 46
		SP:Iteration 12Q (143454.480000 sec): 3 clusters
  Score: Raw -352369.275134 + Penalty 2638.804542 = -349730.470593
  nChanged 34
		SP:Iteration 13Q (143454.660000 sec): 3 clusters
  Score: Raw -352379.850710 + Penalty 2638.804542 = -349741.046168
  nChanged 18
		SP:Iteration 14Q (143454.860000 sec): 3 clusters
  Score: Raw -352386.254062 + Penalty 2638.804542 = -349747.449520
  nChanged 13
		SP:Iteration 15Q (143455.060000 sec): 3 clusters
  Score: Raw -352389.898657 + Penalty 2638.804542 = -349751.094115
  nChanged 11
		SP:Iteration 16Q (143455.250000 sec): 3 clusters
  Score: Raw -352394.108498 + Penalty 2638.804542 = -349755.303957
  nChanged 15
		SP:Iteration 17Q (143455.420000 sec): 3 clusters
  Score: Raw -352398.354213 + Penalty 2638.804542 = -349759.549671
  nChanged 10
		SP:Iteration 18Q (143455.590000 sec): 3 clusters
  Score: Raw -352402.098048 + Penalty 2638.804542 = -349763.293506
  nChanged 18
		SP:Iteration 19Q (143455.740000 sec): 3 clusters
  Score: Raw -352407.600613 + Penalty 2638.804542 = -349768.796071
  nChanged 13
		SP:Iteration 20F (143455.920000 sec): 3 clusters
  Score: Raw -352411.169759 + Penalty 2638.804542 = -349772.365217
  nChanged 8
		SP:Iteration 21Q (143456.080000 sec): 3 clusters
  Score: Raw -352413.521968 + Penalty 2638.804542 = -349774.717426
  nChanged 7
		SP:Iteration 22Q (143456.260000 sec): 3 clusters
  Score: Raw -352414.705177 + Penalty 2638.804542 = -349775.900636
  nChanged 2
		SP:Iteration 23Q (143456.420000 sec): 3 clusters
  Score: Raw -352415.017917 + Penalty 2638.804542 = -349776.213375
  nChanged 4
		SP:Iteration 24Q (143456.640000 sec): 3 clusters
  Score: Raw -352415.678482 + Penalty 2638.804542 = -349776.873941
  nChanged 2
		SP:Iteration 25Q (143456.800000 sec): 3 clusters
  Score: Raw -352416.128765 + Penalty 2638.804542 = -349777.324223
  nChanged 3
		SP:Iteration 26Q (143457.010000 sec): 3 clusters
  Score: Raw -352416.635557 + Penalty 2638.804542 = -349777.831016
  nChanged 1
		SP:Iteration 27Q (143457.190000 sec): 3 clusters
  Score: Raw -352416.825411 + Penalty 2638.804542 = -349778.020869
  nChanged 1
		SP:Iteration 28Q (143457.340000 sec): 3 clusters
  Score: Raw -352417.060486 + Penalty 2638.804542 = -349778.255944
  nChanged 0
		SP:Iteration 29F (143457.530000 sec): 3 clusters
  Score: Raw -352417.060486 + Penalty 2638.804542 = -349778.255944
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (2053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143457.640000 sec): 2 clusters
  Score: Raw -196426.477872 + Penalty 1239.396830 = -195187.081042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143457.820000 sec): 3 clusters
  Score: Raw -195622.188123 + Penalty 2478.793661 = -193143.394462
  nChanged 744
		SP:Iteration 1F (143457.980000 sec): 3 clusters
  Score: Raw -196254.323217 + Penalty 2478.793661 = -193775.529556
  nChanged 192
		SP:Iteration 2F (143458.160000 sec): 3 clusters
  Score: Raw -196543.962810 + Penalty 2478.793661 = -194065.169150
  nChanged 162
		SP:Iteration 3F (143458.340000 sec): 3 clusters
  Score: Raw -196729.165272 + Penalty 2478.793661 = -194250.371611
  nChanged 110
		SP:Iteration 4F (143458.500000 sec): 3 clusters
  Score: Raw -196839.760650 + Penalty 2478.793661 = -194360.966989
  nChanged 92
		SP:Iteration 5Q (143458.680000 sec): 3 clusters
  Score: Raw -196937.777298 + Penalty 2478.793661 = -194458.983638
  nChanged 63
		SP:Iteration 6Q (143458.860000 sec): 3 clusters
  Score: Raw -196999.718706 + Penalty 2478.793661 = -194520.925045
  nChanged 48
		SP:Iteration 7Q (143458.990000 sec): 3 clusters
  Score: Raw -197033.451907 + Penalty 2478.793661 = -194554.658247
  nChanged 34
		SP:Iteration 8Q (143459.170000 sec): 3 clusters
  Score: Raw -197062.591727 + Penalty 2478.793661 = -194583.798067
  nChanged 34
		SP:Iteration 9Q (143459.330000 sec): 3 clusters
  Score: Raw -197089.169123 + Penalty 2478.793661 = -194610.375462
  nChanged 23
		SP:Iteration 10Q (143459.510000 sec): 3 clusters
  Score: Raw -197103.586745 + Penalty 2478.793661 = -194624.793085
  nChanged 18
		SP:Iteration 11Q (143459.670000 sec): 3 clusters
  Score: Raw -197112.450152 + Penalty 2478.793661 = -194633.656491
  nChanged 9
		SP:Iteration 12Q (143459.880000 sec): 3 clusters
  Score: Raw -197118.276492 + Penalty 2478.793661 = -194639.482832
  nChanged 8
		SP:Iteration 13Q (143460.030000 sec): 3 clusters
  Score: Raw -197121.360180 + Penalty 2478.793661 = -194642.566520
  nChanged 4
		SP:Iteration 14Q (143460.240000 sec): 3 clusters
  Score: Raw -197122.742309 + Penalty 2478.793661 = -194643.948648
  nChanged 2
		SP:Iteration 15Q (143460.440000 sec): 3 clusters
  Score: Raw -197123.501760 + Penalty 2478.793661 = -194644.708099
  nChanged 2
		SP:Iteration 16Q (143460.620000 sec): 3 clusters
  Score: Raw -197124.044423 + Penalty 2478.793661 = -194645.250763
  nChanged 0
		SP:Iteration 17F (143460.780000 sec): 3 clusters
  Score: Raw -197124.044423 + Penalty 2478.793661 = -194645.250763
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 80 (4116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143460.900000 sec): 2 clusters
  Score: Raw -464503.828205 + Penalty 1352.428528 = -463151.399677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143461.040000 sec): 3 clusters
  Score: Raw -462388.972842 + Penalty 2704.857057 = -459684.115785
  nChanged 1659
		SP:Iteration 1F (143461.200000 sec): 3 clusters
  Score: Raw -463288.342686 + Penalty 2704.857057 = -460583.485630
  nChanged 280
		SP:Iteration 2F (143461.380000 sec): 3 clusters
  Score: Raw -463434.665204 + Penalty 2704.857057 = -460729.808148
  nChanged 187
		SP:Iteration 3Q (143461.620000 sec): 3 clusters
  Score: Raw -463529.550098 + Penalty 2704.857057 = -460824.693041
  nChanged 167
		SP:Iteration 4Q (143461.770000 sec): 3 clusters
  Score: Raw -463614.414995 + Penalty 2704.857057 = -460909.557939
  nChanged 133
		SP:Iteration 5Q (143462.000000 sec): 3 clusters
  Score: Raw -463680.364877 + Penalty 2704.857057 = -460975.507820
  nChanged 128
		SP:Iteration 6Q (143462.140000 sec): 3 clusters
  Score: Raw -463744.928728 + Penalty 2704.857057 = -461040.071672
  nChanged 130
		SP:Iteration 7Q (143462.310000 sec): 3 clusters
  Score: Raw -463814.764206 + Penalty 2704.857057 = -461109.907149
  nChanged 124
		SP:Iteration 8Q (143462.500000 sec): 3 clusters
  Score: Raw -463879.445383 + Penalty 2704.857057 = -461174.588327
  nChanged 120
		SP:Iteration 9Q (143462.700000 sec): 3 clusters
  Score: Raw -463947.593616 + Penalty 2704.857057 = -461242.736559
  nChanged 126
		SP:Iteration 10Q (143462.900000 sec): 3 clusters
  Score: Raw -464022.150879 + Penalty 2704.857057 = -461317.293822
  nChanged 115
		SP:Iteration 11Q (143463.070000 sec): 3 clusters
  Score: Raw -464093.027582 + Penalty 2704.857057 = -461388.170525
  nChanged 108
		SP:Iteration 12Q (143463.220000 sec): 3 clusters
  Score: Raw -464161.162766 + Penalty 2704.857057 = -461456.305709
  nChanged 89
		SP:Iteration 13Q (143463.440000 sec): 3 clusters
  Score: Raw -464214.789243 + Penalty 2704.857057 = -461509.932187
  nChanged 80
		SP:Iteration 14Q (143463.620000 sec): 3 clusters
  Score: Raw -464269.364535 + Penalty 2704.857057 = -461564.507479
  nChanged 80
		SP:Iteration 15Q (143463.800000 sec): 3 clusters
  Score: Raw -464322.107785 + Penalty 2704.857057 = -461617.250728
  nChanged 63
		SP:Iteration 16Q (143464.010000 sec): 3 clusters
  Score: Raw -464369.346939 + Penalty 2704.857057 = -461664.489882
  nChanged 57
		SP:Iteration 17Q (143464.180000 sec): 3 clusters
  Score: Raw -464412.119190 + Penalty 2704.857057 = -461707.262133
  nChanged 52
		SP:Iteration 18Q (143464.380000 sec): 3 clusters
  Score: Raw -464457.234433 + Penalty 2704.857057 = -461752.377377
  nChanged 44
		SP:Iteration 19Q (143464.550000 sec): 3 clusters
  Score: Raw -464498.671213 + Penalty 2704.857057 = -461793.814157
  nChanged 35
		SP:Iteration 20F (143464.730000 sec): 3 clusters
  Score: Raw -464535.338908 + Penalty 2704.857057 = -461830.481851
  nChanged 27
		SP:Iteration 21Q (143464.910000 sec): 3 clusters
  Score: Raw -464559.492462 + Penalty 2704.857057 = -461854.635405
  nChanged 23
		SP:Iteration 22Q (143465.110000 sec): 3 clusters
  Score: Raw -464578.129493 + Penalty 2704.857057 = -461873.272436
  nChanged 20
		SP:Iteration 23Q (143465.290000 sec): 3 clusters
  Score: Raw -464593.822637 + Penalty 2704.857057 = -461888.965581
  nChanged 17
		SP:Iteration 24Q (143465.440000 sec): 3 clusters
  Score: Raw -464609.650557 + Penalty 2704.857057 = -461904.793501
  nChanged 11
		SP:Iteration 25Q (143465.650000 sec): 3 clusters
  Score: Raw -464617.666091 + Penalty 2704.857057 = -461912.809034
  nChanged 11
		SP:Iteration 26Q (143465.790000 sec): 3 clusters
  Score: Raw -464628.354343 + Penalty 2704.857057 = -461923.497287
  nChanged 10
		SP:Iteration 27Q (143465.960000 sec): 3 clusters
  Score: Raw -464638.346145 + Penalty 2704.857057 = -461933.489089
  nChanged 11
		SP:Iteration 28Q (143466.160000 sec): 3 clusters
  Score: Raw -464648.245276 + Penalty 2704.857057 = -461943.388219
  nChanged 10
		SP:Iteration 29Q (143466.340000 sec): 3 clusters
  Score: Raw -464658.021855 + Penalty 2704.857057 = -461953.164798
  nChanged 4
		SP:Iteration 30Q (143466.510000 sec): 3 clusters
  Score: Raw -464663.550310 + Penalty 2704.857057 = -461958.693253
  nChanged 6
		SP:Iteration 31Q (143466.700000 sec): 3 clusters
  Score: Raw -464669.729934 + Penalty 2704.857057 = -461964.872877
  nChanged 3
		SP:Iteration 32Q (143466.850000 sec): 3 clusters
  Score: Raw -464672.573039 + Penalty 2704.857057 = -461967.715982
  nChanged 3
		SP:Iteration 33Q (143467.060000 sec): 3 clusters
  Score: Raw -464675.969654 + Penalty 2704.857057 = -461971.112598
  nChanged 1
		SP:Iteration 34Q (143467.230000 sec): 3 clusters
  Score: Raw -464677.216123 + Penalty 2704.857057 = -461972.359067
  nChanged 1
		SP:Iteration 35Q (143467.420000 sec): 3 clusters
  Score: Raw -464677.386061 + Penalty 2704.857057 = -461972.529005
  nChanged 0
		SP:Iteration 36F (143467.600000 sec): 3 clusters
  Score: Raw -464677.386061 + Penalty 2704.857057 = -461972.529005
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 81 (3251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143467.720000 sec): 2 clusters
  Score: Raw -348311.444198 + Penalty 1314.091662 = -346997.352536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143467.900000 sec): 3 clusters
  Score: Raw -346759.587823 + Penalty 2628.183324 = -344131.404499
  nChanged 1220
		SP:Iteration 1F (143468.070000 sec): 3 clusters
  Score: Raw -347497.609532 + Penalty 2628.183324 = -344869.426208
  nChanged 229
		SP:Iteration 2F (143468.260000 sec): 3 clusters
  Score: Raw -347645.983160 + Penalty 2628.183324 = -345017.799836
  nChanged 184
		SP:Iteration 3F (143468.430000 sec): 3 clusters
  Score: Raw -347786.968353 + Penalty 2628.183324 = -345158.785029
  nChanged 160
		SP:Iteration 4Q (143468.590000 sec): 3 clusters
  Score: Raw -347907.867540 + Penalty 2628.183324 = -345279.684216
  nChanged 161
		SP:Iteration 5Q (143468.780000 sec): 3 clusters
  Score: Raw -348029.021495 + Penalty 2628.183324 = -345400.838170
  nChanged 164
		SP:Iteration 6F (143468.950000 sec): 3 clusters
  Score: Raw -348169.838748 + Penalty 2628.183324 = -345541.655424
  nChanged 160
		SP:Iteration 7Q (143469.100000 sec): 3 clusters
  Score: Raw -348303.613026 + Penalty 2628.183324 = -345675.429702
  nChanged 144
		SP:Iteration 8Q (143469.250000 sec): 3 clusters
  Score: Raw -348427.520313 + Penalty 2628.183324 = -345799.336989
  nChanged 132
		SP:Iteration 9Q (143469.420000 sec): 3 clusters
  Score: Raw -348512.977969 + Penalty 2628.183324 = -345884.794645
  nChanged 80
		SP:Iteration 10Q (143469.630000 sec): 3 clusters
  Score: Raw -348554.633670 + Penalty 2628.183324 = -345926.450346
  nChanged 64
		SP:Iteration 11Q (143469.790000 sec): 3 clusters
  Score: Raw -348584.232367 + Penalty 2628.183324 = -345956.049043
  nChanged 39
		SP:Iteration 12Q (143469.980000 sec): 3 clusters
  Score: Raw -348601.273375 + Penalty 2628.183324 = -345973.090051
  nChanged 31
		SP:Iteration 13Q (143470.140000 sec): 3 clusters
  Score: Raw -348616.628280 + Penalty 2628.183324 = -345988.444955
  nChanged 21
		SP:Iteration 14Q (143470.300000 sec): 3 clusters
  Score: Raw -348627.967590 + Penalty 2628.183324 = -345999.784266
  nChanged 19
		SP:Iteration 15Q (143470.440000 sec): 3 clusters
  Score: Raw -348636.374791 + Penalty 2628.183324 = -346008.191466
  nChanged 15
		SP:Iteration 16Q (143470.650000 sec): 3 clusters
  Score: Raw -348643.065310 + Penalty 2628.183324 = -346014.881986
  nChanged 18
		SP:Iteration 17Q (143470.800000 sec): 3 clusters
  Score: Raw -348651.624176 + Penalty 2628.183324 = -346023.440852
  nChanged 16
		SP:Iteration 18Q (143471.010000 sec): 3 clusters
  Score: Raw -348657.032637 + Penalty 2628.183324 = -346028.849313
  nChanged 11
		SP:Iteration 19Q (143471.170000 sec): 3 clusters
  Score: Raw -348660.822829 + Penalty 2628.183324 = -346032.639505
  nChanged 13
		SP:Iteration 20F (143471.350000 sec): 3 clusters
  Score: Raw -348666.996378 + Penalty 2628.183324 = -346038.813054
  nChanged 12
		SP:Iteration 21Q (143471.530000 sec): 3 clusters
  Score: Raw -348672.848864 + Penalty 2628.183324 = -346044.665540
  nChanged 10
		SP:Iteration 22Q (143471.700000 sec): 3 clusters
  Score: Raw -348675.227582 + Penalty 2628.183324 = -346047.044258
  nChanged 5
		SP:Iteration 23Q (143471.820000 sec): 3 clusters
  Score: Raw -348676.548054 + Penalty 2628.183324 = -346048.364730
  nChanged 5
		SP:Iteration 24Q (143471.980000 sec): 3 clusters
  Score: Raw -348678.365752 + Penalty 2628.183324 = -346050.182427
  nChanged 4
		SP:Iteration 25Q (143472.200000 sec): 3 clusters
  Score: Raw -348679.844366 + Penalty 2628.183324 = -346051.661042
  nChanged 2
		SP:Iteration 26Q (143472.350000 sec): 3 clusters
  Score: Raw -348680.274972 + Penalty 2628.183324 = -346052.091648
  nChanged 1
		SP:Iteration 27Q (143472.510000 sec): 3 clusters
  Score: Raw -348680.441091 + Penalty 2628.183324 = -346052.257767
  nChanged 2
		SP:Iteration 28Q (143472.700000 sec): 3 clusters
  Score: Raw -348680.741275 + Penalty 2628.183324 = -346052.557951
  nChanged 1
		SP:Iteration 29Q (143472.880000 sec): 3 clusters
  Score: Raw -348680.885821 + Penalty 2628.183324 = -346052.702497
  nChanged 1
		SP:Iteration 30Q (143473.060000 sec): 3 clusters
  Score: Raw -348681.040493 + Penalty 2628.183324 = -346052.857169
  nChanged 0
		SP:Iteration 31F (143473.250000 sec): 3 clusters
  Score: Raw -348681.040493 + Penalty 2628.183324 = -346052.857169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 82 (2444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143473.350000 sec): 2 clusters
  Score: Raw -252970.831756 + Penalty 1267.726090 = -251703.105666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143473.570000 sec): 3 clusters
  Score: Raw -251863.469122 + Penalty 2535.452179 = -249328.016942
  nChanged 916
		SP:Iteration 1F (143473.720000 sec): 3 clusters
  Score: Raw -252502.499998 + Penalty 2535.452179 = -249967.047819
  nChanged 212
		SP:Iteration 2F (143473.890000 sec): 3 clusters
  Score: Raw -252718.354249 + Penalty 2535.452179 = -250182.902070
  nChanged 153
		SP:Iteration 3F (143474.080000 sec): 3 clusters
  Score: Raw -252845.614917 + Penalty 2535.452179 = -250310.162737
  nChanged 109
		SP:Iteration 4Q (143474.260000 sec): 3 clusters
  Score: Raw -252931.092430 + Penalty 2535.452179 = -250395.640251
  nChanged 88
		SP:Iteration 5Q (143474.430000 sec): 3 clusters
  Score: Raw -252998.792337 + Penalty 2535.452179 = -250463.340158
  nChanged 81
		SP:Iteration 6Q (143474.640000 sec): 3 clusters
  Score: Raw -253058.960469 + Penalty 2535.452179 = -250523.508290
  nChanged 61
		SP:Iteration 7Q (143474.790000 sec): 3 clusters
  Score: Raw -253102.794656 + Penalty 2535.452179 = -250567.342477
  nChanged 57
		SP:Iteration 8Q (143475.030000 sec): 3 clusters
  Score: Raw -253136.799145 + Penalty 2535.452179 = -250601.346966
  nChanged 46
		SP:Iteration 9Q (143475.150000 sec): 3 clusters
  Score: Raw -253169.423485 + Penalty 2535.452179 = -250633.971306
  nChanged 57
		SP:Iteration 10Q (143475.330000 sec): 3 clusters
  Score: Raw -253206.106792 + Penalty 2535.452179 = -250670.654612
  nChanged 34
		SP:Iteration 11Q (143475.510000 sec): 3 clusters
  Score: Raw -253233.824888 + Penalty 2535.452179 = -250698.372709
  nChanged 38
		SP:Iteration 12Q (143475.660000 sec): 3 clusters
  Score: Raw -253261.440917 + Penalty 2535.452179 = -250725.988738
  nChanged 43
		SP:Iteration 13Q (143475.890000 sec): 3 clusters
  Score: Raw -253294.099569 + Penalty 2535.452179 = -250758.647390
  nChanged 36
		SP:Iteration 14Q (143476.050000 sec): 3 clusters
  Score: Raw -253326.172559 + Penalty 2535.452179 = -250790.720380
  nChanged 40
		SP:Iteration 15Q (143476.210000 sec): 3 clusters
  Score: Raw -253368.824821 + Penalty 2535.452179 = -250833.372642
  nChanged 44
		SP:Iteration 16Q (143476.370000 sec): 3 clusters
  Score: Raw -253405.345180 + Penalty 2535.452179 = -250869.893001
  nChanged 49
		SP:Iteration 17Q (143476.530000 sec): 3 clusters
  Score: Raw -253444.722230 + Penalty 2535.452179 = -250909.270051
  nChanged 50
		SP:Iteration 18Q (143476.720000 sec): 3 clusters
  Score: Raw -253479.353062 + Penalty 2535.452179 = -250943.900883
  nChanged 46
		SP:Iteration 19Q (143476.930000 sec): 3 clusters
  Score: Raw -253511.355033 + Penalty 2535.452179 = -250975.902854
  nChanged 37
		SP:Iteration 20F (143477.090000 sec): 3 clusters
  Score: Raw -253541.068014 + Penalty 2535.452179 = -251005.615835
  nChanged 31
		SP:Iteration 21Q (143477.260000 sec): 3 clusters
  Score: Raw -253566.227493 + Penalty 2535.452179 = -251030.775313
  nChanged 36
		SP:Iteration 22Q (143477.420000 sec): 3 clusters
  Score: Raw -253602.557457 + Penalty 2535.452179 = -251067.105278
  nChanged 28
		SP:Iteration 23Q (143477.620000 sec): 3 clusters
  Score: Raw -253628.558355 + Penalty 2535.452179 = -251093.106176
  nChanged 33
		SP:Iteration 24Q (143477.840000 sec): 3 clusters
  Score: Raw -253664.431805 + Penalty 2535.452179 = -251128.979626
  nChanged 40
		SP:Iteration 25Q (143478.020000 sec): 3 clusters
  Score: Raw -253723.554137 + Penalty 2535.452179 = -251188.101957
  nChanged 44
		SP:Iteration 26Q (143478.200000 sec): 3 clusters
  Score: Raw -253775.558590 + Penalty 2535.452179 = -251240.106411
  nChanged 26
		SP:Iteration 27Q (143478.370000 sec): 3 clusters
  Score: Raw -253824.587346 + Penalty 2535.452179 = -251289.135167
  nChanged 26
		SP:Iteration 28Q (143478.520000 sec): 3 clusters
  Score: Raw -253865.625891 + Penalty 2535.452179 = -251330.173712
  nChanged 30
		SP:Iteration 29Q (143478.710000 sec): 3 clusters
  Score: Raw -253899.032211 + Penalty 2535.452179 = -251363.580032
  nChanged 16
		SP:Iteration 30Q (143478.890000 sec): 3 clusters
  Score: Raw -253925.443790 + Penalty 2535.452179 = -251389.991611
  nChanged 11
		SP:Iteration 31Q (143479.070000 sec): 3 clusters
  Score: Raw -253946.198598 + Penalty 2535.452179 = -251410.746419
  nChanged 8
		SP:Iteration 32Q (143479.230000 sec): 3 clusters
  Score: Raw -253956.192464 + Penalty 2535.452179 = -251420.740284
  nChanged 7
		SP:Iteration 33Q (143479.370000 sec): 3 clusters
  Score: Raw -253963.497080 + Penalty 2535.452179 = -251428.044901
  nChanged 4
		SP:Iteration 34Q (143479.550000 sec): 3 clusters
  Score: Raw -253965.974398 + Penalty 2535.452179 = -251430.522219
  nChanged 2
		SP:Iteration 35Q (143479.710000 sec): 3 clusters
  Score: Raw -253967.955469 + Penalty 2535.452179 = -251432.503290
  nChanged 5
		SP:Iteration 36Q (143479.890000 sec): 3 clusters
  Score: Raw -253972.021569 + Penalty 2535.452179 = -251436.569390
  nChanged 5
		SP:Iteration 37Q (143480.040000 sec): 3 clusters
  Score: Raw -253975.534407 + Penalty 2535.452179 = -251440.082228
  nChanged 3
		SP:Iteration 38Q (143480.180000 sec): 3 clusters
  Score: Raw -253976.993582 + Penalty 2535.452179 = -251441.541403
  nChanged 1
		SP:Iteration 39Q (143480.340000 sec): 3 clusters
  Score: Raw -253978.132393 + Penalty 2535.452179 = -251442.680214
  nChanged 0
		SP:Iteration 40F (143480.480000 sec): 3 clusters
  Score: Raw -253978.132393 + Penalty 2535.452179 = -251442.680214
  nChanged 0
Iteration 339Q (143633.980000 sec): 84 clusters
  Score: Raw -134120058.569818 + Penalty 189431.555954 = -133930627.013864
  nChanged 449
Iteration 340F (143870.550000 sec): 84 clusters
  Score: Raw -134120326.577035 + Penalty 189431.555954 = -133930895.021081
  nChanged 456
Iteration 341Q (144019.860000 sec): 84 clusters
  Score: Raw -134120500.971231 + Penalty 189431.555954 = -133931069.415277
  nChanged 423
Iteration 342Q (144173.160000 sec): 84 clusters
  Score: Raw -134120610.903397 + Penalty 189431.555954 = -133931179.347443
  nChanged 394
Iteration 343Q (144329.320000 sec): 84 clusters
  Score: Raw -134120682.674290 + Penalty 189431.555954 = -133931251.118336
  nChanged 351
Iteration 344Q (144485.580000 sec): 84 clusters
  Score: Raw -134120743.004946 + Penalty 189431.555954 = -133931311.448992
  nChanged 357
Iteration 345Q (144638.310000 sec): 84 clusters
  Score: Raw -134120788.191530 + Penalty 189431.555954 = -133931356.635576
  nChanged 348
Iteration 346Q (144790.910000 sec): 84 clusters
  Score: Raw -134120822.631576 + Penalty 189431.555954 = -133931391.075622
  nChanged 337
Iteration 347Q (144948.850000 sec): 84 clusters
  Score: Raw -134120849.121830 + Penalty 189431.555954 = -133931417.565876
  nChanged 320
Iteration 348Q (145100.840000 sec): 84 clusters
  Score: Raw -134120876.088204 + Penalty 189431.555954 = -133931444.532250
  nChanged 331
Iteration 349Q (145253.990000 sec): 84 clusters
  Score: Raw -134120906.902111 + Penalty 189431.555954 = -133931475.346157
  nChanged 318
Iteration 350Q (145411.720000 sec): 84 clusters
  Score: Raw -134120932.195838 + Penalty 189431.555954 = -133931500.639884
  nChanged 323
Iteration 351Q (145556.490000 sec): 84 clusters
  Score: Raw -134120955.663948 + Penalty 189431.555954 = -133931524.107994
  nChanged 293
Iteration 352Q (145711.700000 sec): 84 clusters
  Score: Raw -134120995.654403 + Penalty 189431.555954 = -133931564.098449
  nChanged 304
Iteration 353Q (145860.420000 sec): 84 clusters
  Score: Raw -134121028.498853 + Penalty 189431.555954 = -133931596.942899
  nChanged 294
Iteration 354Q (146013.920000 sec): 84 clusters
  Score: Raw -134121056.209030 + Penalty 189431.555954 = -133931624.653076
  nChanged 302
Iteration 355Q (146165.170000 sec): 84 clusters
  Score: Raw -134121090.508908 + Penalty 189431.555954 = -133931658.952954
  nChanged 308
Iteration 356Q (146323.410000 sec): 84 clusters
  Score: Raw -134121119.479912 + Penalty 189431.555954 = -133931687.923958
  nChanged 308
Iteration 357Q (146483.960000 sec): 84 clusters
  Score: Raw -134121150.795151 + Penalty 189431.555954 = -133931719.239197
  nChanged 292
Iteration 358Q (146639.380000 sec): 84 clusters
  Score: Raw -134121178.821273 + Penalty 189431.555954 = -133931747.265319
  nChanged 317
Iteration 359Q (146798.060000 sec): 84 clusters
  Score: Raw -134121207.226990 + Penalty 189431.555954 = -133931775.671036
  nChanged 304
Iteration 360F (147044.430000 sec): 84 clusters
  Score: Raw -134121242.420925 + Penalty 189431.555954 = -133931810.864971
  nChanged 312
Iteration 361Q (147202.040000 sec): 84 clusters
  Score: Raw -134121285.624153 + Penalty 189431.555954 = -133931854.068199
  nChanged 278
Iteration 362Q (147362.800000 sec): 84 clusters
  Score: Raw -134121336.029987 + Penalty 189431.555954 = -133931904.474033
  nChanged 283
Iteration 363Q (147518.160000 sec): 84 clusters
  Score: Raw -134121388.036831 + Penalty 189431.555954 = -133931956.480877
  nChanged 290
Iteration 364Q (147669.170000 sec): 84 clusters
  Score: Raw -134121418.688650 + Penalty 189431.555954 = -133931987.132696
  nChanged 294
Iteration 365Q (147830.200000 sec): 84 clusters
  Score: Raw -134121444.055348 + Penalty 189431.555954 = -133932012.499394
  nChanged 241
Iteration 366Q (147992.030000 sec): 84 clusters
  Score: Raw -134121469.377802 + Penalty 189431.555954 = -133932037.821848
  nChanged 219
Iteration 367Q (148146.600000 sec): 84 clusters
  Score: Raw -134121487.768550 + Penalty 189431.555954 = -133932056.212596
  nChanged 184
Iteration 368Q (148303.190000 sec): 84 clusters
  Score: Raw -134121500.662814 + Penalty 189431.555954 = -133932069.106860
  nChanged 174
Iteration 369Q (148464.020000 sec): 84 clusters
  Score: Raw -134121509.905184 + Penalty 189431.555954 = -133932078.349230
  nChanged 144
Iteration 370Q (148621.230000 sec): 84 clusters
  Score: Raw -134121517.111377 + Penalty 189431.555954 = -133932085.555423
  nChanged 150
Iteration 371Q (148784.440000 sec): 84 clusters
  Score: Raw -134121525.244811 + Penalty 189431.555954 = -133932093.688857
  nChanged 159
Iteration 372Q (148942.570000 sec): 84 clusters
  Score: Raw -134121530.966105 + Penalty 189431.555954 = -133932099.410151
  nChanged 144
Iteration 373Q (149102.490000 sec): 84 clusters
  Score: Raw -134121536.031263 + Penalty 189431.555954 = -133932104.475309
  nChanged 151
Iteration 374Q (149263.570000 sec): 84 clusters
  Score: Raw -134121542.849258 + Penalty 189431.555954 = -133932111.293304
  nChanged 151
Iteration 375Q (149426.990000 sec): 84 clusters
  Score: Raw -134121549.574126 + Penalty 189431.555954 = -133932118.018172
  nChanged 161
Iteration 376Q (149595.840000 sec): 84 clusters
  Score: Raw -134121556.551191 + Penalty 189431.555954 = -133932124.995237
  nChanged 156
Iteration 377Q (149757.340000 sec): 84 clusters
  Score: Raw -134121563.458336 + Penalty 189431.555954 = -133932131.902382
  nChanged 153
Iteration 378Q (149918.470000 sec): 84 clusters
  Score: Raw -134121568.601559 + Penalty 189431.555954 = -133932137.045605
  nChanged 134
Writing temp clu file 
Because OldScore, -133932131.902382, is greater than current (better) Score,-133932137.045605 
 Compute initial score before splitting:   Score: Raw -134121568.601559 + Penalty 189431.555954 = -133932137.045605
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (149919.250000 sec): 2 clusters
  Score: Raw -677628.024196 + Penalty 1425.196352 = -676202.827844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (149919.420000 sec): 3 clusters
  Score: Raw -674172.832936 + Penalty 2850.392703 = -671322.440233
  nChanged 2625
		SP:Iteration 1F (149919.640000 sec): 3 clusters
  Score: Raw -675592.217326 + Penalty 2850.392703 = -672741.824623
  nChanged 450
		SP:Iteration 2F (149919.820000 sec): 3 clusters
  Score: Raw -675853.711141 + Penalty 2850.392703 = -673003.318438
  nChanged 376
		SP:Iteration 3F (149920.020000 sec): 3 clusters
  Score: Raw -676080.633517 + Penalty 2850.392703 = -673230.240814
  nChanged 347
		SP:Iteration 4F (149920.220000 sec): 3 clusters
  Score: Raw -676301.821314 + Penalty 2850.392703 = -673451.428611
  nChanged 331
		SP:Iteration 5F (149920.420000 sec): 3 clusters
  Score: Raw -676478.321588 + Penalty 2850.392703 = -673627.928884
  nChanged 267
		SP:Iteration 6Q (149920.580000 sec): 3 clusters
  Score: Raw -676620.364110 + Penalty 2850.392703 = -673769.971407
  nChanged 218
		SP:Iteration 7Q (149920.810000 sec): 3 clusters
  Score: Raw -676723.809784 + Penalty 2850.392703 = -673873.417081
  nChanged 199
		SP:Iteration 8Q (149921.020000 sec): 3 clusters
  Score: Raw -676820.769585 + Penalty 2850.392703 = -673970.376882
  nChanged 197
		SP:Iteration 9Q (149921.210000 sec): 3 clusters
  Score: Raw -676911.651412 + Penalty 2850.392703 = -674061.258709
  nChanged 164
		SP:Iteration 10Q (149921.440000 sec): 3 clusters
  Score: Raw -677003.413386 + Penalty 2850.392703 = -674153.020683
  nChanged 185
		SP:Iteration 11Q (149921.650000 sec): 3 clusters
  Score: Raw -677113.294504 + Penalty 2850.392703 = -674262.901801
  nChanged 206
		SP:Iteration 12Q (149921.830000 sec): 3 clusters
  Score: Raw -677256.820339 + Penalty 2850.392703 = -674406.427636
  nChanged 226
		SP:Iteration 13Q (149922.050000 sec): 3 clusters
  Score: Raw -677405.829096 + Penalty 2850.392703 = -674555.436393
  nChanged 217
		SP:Iteration 14Q (149922.270000 sec): 3 clusters
  Score: Raw -677559.577430 + Penalty 2850.392703 = -674709.184727
  nChanged 199
		SP:Iteration 15Q (149922.480000 sec): 3 clusters
  Score: Raw -677688.374426 + Penalty 2850.392703 = -674837.981723
  nChanged 172
		SP:Iteration 16Q (149922.670000 sec): 3 clusters
  Score: Raw -677792.543772 + Penalty 2850.392703 = -674942.151069
  nChanged 151
		SP:Iteration 17Q (149922.880000 sec): 3 clusters
  Score: Raw -677886.416723 + Penalty 2850.392703 = -675036.024020
  nChanged 137
		SP:Iteration 18Q (149923.080000 sec): 3 clusters
  Score: Raw -677959.124047 + Penalty 2850.392703 = -675108.731344
  nChanged 115
		SP:Iteration 19Q (149923.280000 sec): 3 clusters
  Score: Raw -678008.619988 + Penalty 2850.392703 = -675158.227285
  nChanged 99
		SP:Iteration 20F (149923.480000 sec): 3 clusters
  Score: Raw -678045.353432 + Penalty 2850.392703 = -675194.960729
  nChanged 72
		SP:Iteration 21Q (149923.700000 sec): 3 clusters
  Score: Raw -678071.849520 + Penalty 2850.392703 = -675221.456816
  nChanged 63
		SP:Iteration 22Q (149923.920000 sec): 3 clusters
  Score: Raw -678095.295171 + Penalty 2850.392703 = -675244.902468
  nChanged 65
		SP:Iteration 23Q (149924.110000 sec): 3 clusters
  Score: Raw -678118.041973 + Penalty 2850.392703 = -675267.649270
  nChanged 51
		SP:Iteration 24Q (149924.280000 sec): 3 clusters
  Score: Raw -678135.055110 + Penalty 2850.392703 = -675284.662406
  nChanged 50
		SP:Iteration 25Q (149924.450000 sec): 3 clusters
  Score: Raw -678155.018992 + Penalty 2850.392703 = -675304.626289
  nChanged 47
		SP:Iteration 26Q (149924.680000 sec): 3 clusters
  Score: Raw -678171.971473 + Penalty 2850.392703 = -675321.578770
  nChanged 49
		SP:Iteration 27Q (149924.870000 sec): 3 clusters
  Score: Raw -678188.896533 + Penalty 2850.392703 = -675338.503830
  nChanged 41
		SP:Iteration 28Q (149925.060000 sec): 3 clusters
  Score: Raw -678207.023432 + Penalty 2850.392703 = -675356.630729
  nChanged 42
		SP:Iteration 29Q (149925.220000 sec): 3 clusters
  Score: Raw -678222.939503 + Penalty 2850.392703 = -675372.546800
  nChanged 48
		SP:Iteration 30Q (149925.410000 sec): 3 clusters
  Score: Raw -678243.509657 + Penalty 2850.392703 = -675393.116954
  nChanged 43
		SP:Iteration 31Q (149925.610000 sec): 3 clusters
  Score: Raw -678256.714778 + Penalty 2850.392703 = -675406.322075
  nChanged 47
		SP:Iteration 32Q (149925.810000 sec): 3 clusters
  Score: Raw -678268.544546 + Penalty 2850.392703 = -675418.151843
  nChanged 33
		SP:Iteration 33Q (149926.000000 sec): 3 clusters
  Score: Raw -678276.109686 + Penalty 2850.392703 = -675425.716983
  nChanged 24
		SP:Iteration 34Q (149926.190000 sec): 3 clusters
  Score: Raw -678282.754285 + Penalty 2850.392703 = -675432.361582
  nChanged 26
		SP:Iteration 35Q (149926.400000 sec): 3 clusters
  Score: Raw -678289.637019 + Penalty 2850.392703 = -675439.244316
  nChanged 27
		SP:Iteration 36Q (149926.600000 sec): 3 clusters
  Score: Raw -678294.814082 + Penalty 2850.392703 = -675444.421379
  nChanged 14
		SP:Iteration 37Q (149926.800000 sec): 3 clusters
  Score: Raw -678298.379042 + Penalty 2850.392703 = -675447.986339
  nChanged 18
		SP:Iteration 38Q (149926.980000 sec): 3 clusters
  Score: Raw -678302.481958 + Penalty 2850.392703 = -675452.089255
  nChanged 11
		SP:Iteration 39Q (149927.200000 sec): 3 clusters
  Score: Raw -678304.898978 + Penalty 2850.392703 = -675454.506275
  nChanged 11
		SP:Iteration 40F (149927.380000 sec): 3 clusters
  Score: Raw -678307.622360 + Penalty 2850.392703 = -675457.229657
  nChanged 11
		SP:Iteration 41Q (149927.610000 sec): 3 clusters
  Score: Raw -678310.877161 + Penalty 2850.392703 = -675460.484458
  nChanged 13
		SP:Iteration 42Q (149927.840000 sec): 3 clusters
  Score: Raw -678314.136531 + Penalty 2850.392703 = -675463.743828
  nChanged 13
		SP:Iteration 43Q (149928.040000 sec): 3 clusters
  Score: Raw -678317.846773 + Penalty 2850.392703 = -675467.454070
  nChanged 19
		SP:Iteration 44Q (149928.250000 sec): 3 clusters
  Score: Raw -678323.609854 + Penalty 2850.392703 = -675473.217151
  nChanged 17
		SP:Iteration 45Q (149928.460000 sec): 3 clusters
  Score: Raw -678327.497941 + Penalty 2850.392703 = -675477.105238
  nChanged 17
		SP:Iteration 46Q (149928.650000 sec): 3 clusters
  Score: Raw -678330.881241 + Penalty 2850.392703 = -675480.488537
  nChanged 8
		SP:Iteration 47Q (149928.850000 sec): 3 clusters
  Score: Raw -678332.377589 + Penalty 2850.392703 = -675481.984886
  nChanged 6
		SP:Iteration 48Q (149929.050000 sec): 3 clusters
  Score: Raw -678334.133854 + Penalty 2850.392703 = -675483.741151
  nChanged 11
		SP:Iteration 49Q (149929.240000 sec): 3 clusters
  Score: Raw -678337.664343 + Penalty 2850.392703 = -675487.271640
  nChanged 10
		SP:Iteration 50Q (149929.460000 sec): 3 clusters
  Score: Raw -678340.154172 + Penalty 2850.392703 = -675489.761469
  nChanged 15
		SP:Iteration 51Q (149929.660000 sec): 3 clusters
  Score: Raw -678343.162767 + Penalty 2850.392703 = -675492.770064
  nChanged 11
		SP:Iteration 52Q (149929.870000 sec): 3 clusters
  Score: Raw -678345.152653 + Penalty 2850.392703 = -675494.759950
  nChanged 8
		SP:Iteration 53Q (149930.100000 sec): 3 clusters
  Score: Raw -678346.347753 + Penalty 2850.392703 = -675495.955050
  nChanged 6
		SP:Iteration 54Q (149930.250000 sec): 3 clusters
  Score: Raw -678346.974948 + Penalty 2850.392703 = -675496.582245
  nChanged 3
		SP:Iteration 55Q (149930.470000 sec): 3 clusters
  Score: Raw -678347.327277 + Penalty 2850.392703 = -675496.934574
  nChanged 1
		SP:Iteration 56Q (149930.660000 sec): 3 clusters
  Score: Raw -678347.436743 + Penalty 2850.392703 = -675497.044040
  nChanged 0
		SP:Iteration 57F (149930.880000 sec): 3 clusters
  Score: Raw -678347.436743 + Penalty 2850.392703 = -675497.044040
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (149930.930000 sec): 2 clusters
  Score: Raw -163451.983421 + Penalty 1193.201618 = -162258.781802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (149931.170000 sec): 3 clusters
  Score: Raw -162889.985564 + Penalty 2386.403237 = -160503.582327
  nChanged 508
		SP:Iteration 1F (149931.330000 sec): 3 clusters
  Score: Raw -163287.389161 + Penalty 2386.403237 = -160900.985925
  nChanged 126
		SP:Iteration 2F (149931.510000 sec): 3 clusters
  Score: Raw -163420.730375 + Penalty 2386.403237 = -161034.327139
  nChanged 94
		SP:Iteration 3F (149931.720000 sec): 3 clusters
  Score: Raw -163536.683504 + Penalty 2386.403237 = -161150.280267
  nChanged 88
		SP:Iteration 4F (149931.880000 sec): 3 clusters
  Score: Raw -163639.973447 + Penalty 2386.403237 = -161253.570211
  nChanged 69
		SP:Iteration 5Q (149932.040000 sec): 3 clusters
  Score: Raw -163732.941295 + Penalty 2386.403237 = -161346.538059
  nChanged 58
		SP:Iteration 6Q (149932.200000 sec): 3 clusters
  Score: Raw -163809.835753 + Penalty 2386.403237 = -161423.432516
  nChanged 44
		SP:Iteration 7Q (149932.340000 sec): 3 clusters
  Score: Raw -163858.498348 + Penalty 2386.403237 = -161472.095111
  nChanged 34
		SP:Iteration 8Q (149932.530000 sec): 3 clusters
  Score: Raw -163896.864109 + Penalty 2386.403237 = -161510.460872
  nChanged 26
		SP:Iteration 9Q (149932.720000 sec): 3 clusters
  Score: Raw -163922.757233 + Penalty 2386.403237 = -161536.353996
  nChanged 17
		SP:Iteration 10Q (149932.880000 sec): 3 clusters
  Score: Raw -163939.988022 + Penalty 2386.403237 = -161553.584785
  nChanged 11
		SP:Iteration 11Q (149933.090000 sec): 3 clusters
  Score: Raw -163950.151393 + Penalty 2386.403237 = -161563.748156
  nChanged 8
		SP:Iteration 12Q (149933.280000 sec): 3 clusters
  Score: Raw -163957.467392 + Penalty 2386.403237 = -161571.064156
  nChanged 5
		SP:Iteration 13Q (149933.430000 sec): 3 clusters
  Score: Raw -163961.435108 + Penalty 2386.403237 = -161575.031871
  nChanged 7
		SP:Iteration 14Q (149933.620000 sec): 3 clusters
  Score: Raw -163968.022514 + Penalty 2386.403237 = -161581.619278
  nChanged 14
		SP:Iteration 15Q (149933.830000 sec): 3 clusters
  Score: Raw -163983.320988 + Penalty 2386.403237 = -161596.917751
  nChanged 15
		SP:Iteration 16Q (149933.980000 sec): 3 clusters
  Score: Raw -164001.033513 + Penalty 2386.403237 = -161614.630276
  nChanged 15
		SP:Iteration 17Q (149934.140000 sec): 3 clusters
  Score: Raw -164015.714809 + Penalty 2386.403237 = -161629.311573
  nChanged 11
		SP:Iteration 18Q (149934.330000 sec): 3 clusters
  Score: Raw -164027.624515 + Penalty 2386.403237 = -161641.221278
  nChanged 10
		SP:Iteration 19Q (149934.520000 sec): 3 clusters
  Score: Raw -164042.779220 + Penalty 2386.403237 = -161656.375983
  nChanged 16
		SP:Iteration 20F (149934.730000 sec): 3 clusters
  Score: Raw -164066.619739 + Penalty 2386.403237 = -161680.216503
  nChanged 24
		SP:Iteration 21Q (149934.850000 sec): 3 clusters
  Score: Raw -164100.224135 + Penalty 2386.403237 = -161713.820898
  nChanged 20
		SP:Iteration 22Q (149935.030000 sec): 3 clusters
  Score: Raw -164127.892336 + Penalty 2386.403237 = -161741.489099
  nChanged 21
		SP:Iteration 23Q (149935.260000 sec): 3 clusters
  Score: Raw -164153.301507 + Penalty 2386.403237 = -161766.898271
  nChanged 17
		SP:Iteration 24Q (149935.410000 sec): 3 clusters
  Score: Raw -164165.889049 + Penalty 2386.403237 = -161779.485813
  nChanged 12
		SP:Iteration 25Q (149935.610000 sec): 3 clusters
  Score: Raw -164176.588040 + Penalty 2386.403237 = -161790.184804
  nChanged 6
		SP:Iteration 26Q (149935.790000 sec): 3 clusters
  Score: Raw -164181.147689 + Penalty 2386.403237 = -161794.744452
  nChanged 5
		SP:Iteration 27Q (149935.960000 sec): 3 clusters
  Score: Raw -164186.882718 + Penalty 2386.403237 = -161800.479481
  nChanged 5
		SP:Iteration 28Q (149936.160000 sec): 3 clusters
  Score: Raw -164190.313767 + Penalty 2386.403237 = -161803.910531
  nChanged 6
		SP:Iteration 29Q (149936.340000 sec): 3 clusters
  Score: Raw -164195.124984 + Penalty 2386.403237 = -161808.721747
  nChanged 4
		SP:Iteration 30Q (149936.510000 sec): 3 clusters
  Score: Raw -164202.979585 + Penalty 2386.403237 = -161816.576348
  nChanged 6
		SP:Iteration 31Q (149936.690000 sec): 3 clusters
  Score: Raw -164207.949202 + Penalty 2386.403237 = -161821.545965
  nChanged 3
		SP:Iteration 32Q (149936.800000 sec): 3 clusters
  Score: Raw -164210.248544 + Penalty 2386.403237 = -161823.845307
  nChanged 3
		SP:Iteration 33Q (149936.970000 sec): 3 clusters
  Score: Raw -164213.085540 + Penalty 2386.403237 = -161826.682303
  nChanged 3
		SP:Iteration 34Q (149937.140000 sec): 3 clusters
  Score: Raw -164215.106967 + Penalty 2386.403237 = -161828.703730
  nChanged 2
		SP:Iteration 35Q (149937.270000 sec): 3 clusters
  Score: Raw -164216.261625 + Penalty 2386.403237 = -161829.858388
  nChanged 1
		SP:Iteration 36Q (149937.400000 sec): 3 clusters
  Score: Raw -164216.966082 + Penalty 2386.403237 = -161830.562845
  nChanged 0
		SP:Iteration 37F (149937.550000 sec): 3 clusters
  Score: Raw -164216.966082 + Penalty 2386.403237 = -161830.562845
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (149937.680000 sec): 2 clusters
  Score: Raw -255076.933722 + Penalty 1261.283560 = -253815.650162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (149937.810000 sec): 3 clusters
  Score: Raw -254042.398339 + Penalty 2522.567120 = -251519.831219
  nChanged 825
		SP:Iteration 1F (149937.960000 sec): 3 clusters
  Score: Raw -254581.039183 + Penalty 2522.567120 = -252058.472063
  nChanged 192
		SP:Iteration 2F (149938.110000 sec): 3 clusters
  Score: Raw -254713.476800 + Penalty 2522.567120 = -252190.909680
  nChanged 123
		SP:Iteration 3F (149938.270000 sec): 3 clusters
  Score: Raw -254805.658481 + Penalty 2522.567120 = -252283.091361
  nChanged 85
		SP:Iteration 4Q (149938.450000 sec): 3 clusters
  Score: Raw -254881.731000 + Penalty 2522.567120 = -252359.163880
  nChanged 87
		SP:Iteration 5Q (149938.590000 sec): 3 clusters
  Score: Raw -254956.329022 + Penalty 2522.567120 = -252433.761902
  nChanged 78
		SP:Iteration 6Q (149938.810000 sec): 3 clusters
  Score: Raw -255027.454915 + Penalty 2522.567120 = -252504.887795
  nChanged 82
		SP:Iteration 7Q (149938.950000 sec): 3 clusters
  Score: Raw -255125.625248 + Penalty 2522.567120 = -252603.058128
  nChanged 94
		SP:Iteration 8Q (149939.140000 sec): 3 clusters
  Score: Raw -255207.175530 + Penalty 2522.567120 = -252684.608410
  nChanged 72
		SP:Iteration 9Q (149939.310000 sec): 3 clusters
  Score: Raw -255261.475056 + Penalty 2522.567120 = -252738.907936
  nChanged 67
		SP:Iteration 10Q (149939.470000 sec): 3 clusters
  Score: Raw -255313.328634 + Penalty 2522.567120 = -252790.761514
  nChanged 56
		SP:Iteration 11Q (149939.650000 sec): 3 clusters
  Score: Raw -255357.973538 + Penalty 2522.567120 = -252835.406418
  nChanged 48
		SP:Iteration 12Q (149939.860000 sec): 3 clusters
  Score: Raw -255385.548567 + Penalty 2522.567120 = -252862.981447
  nChanged 28
		SP:Iteration 13Q (149940.030000 sec): 3 clusters
  Score: Raw -255399.534768 + Penalty 2522.567120 = -252876.967648
  nChanged 14
		SP:Iteration 14Q (149940.200000 sec): 3 clusters
  Score: Raw -255407.173080 + Penalty 2522.567120 = -252884.605960
  nChanged 16
		SP:Iteration 15Q (149940.370000 sec): 3 clusters
  Score: Raw -255414.985822 + Penalty 2522.567120 = -252892.418702
  nChanged 16
		SP:Iteration 16Q (149940.530000 sec): 3 clusters
  Score: Raw -255422.619117 + Penalty 2522.567120 = -252900.051997
  nChanged 16
		SP:Iteration 17Q (149940.720000 sec): 3 clusters
  Score: Raw -255429.279878 + Penalty 2522.567120 = -252906.712758
  nChanged 10
		SP:Iteration 18Q (149940.870000 sec): 3 clusters
  Score: Raw -255433.037470 + Penalty 2522.567120 = -252910.470350
  nChanged 9
		SP:Iteration 19Q (149941.040000 sec): 3 clusters
  Score: Raw -255437.981549 + Penalty 2522.567120 = -252915.414429
  nChanged 13
		SP:Iteration 20F (149941.200000 sec): 3 clusters
  Score: Raw -255444.114664 + Penalty 2522.567120 = -252921.547544
  nChanged 8
		SP:Iteration 21Q (149941.360000 sec): 3 clusters
  Score: Raw -255448.038631 + Penalty 2522.567120 = -252925.471511
  nChanged 9
		SP:Iteration 22Q (149941.540000 sec): 3 clusters
  Score: Raw -255451.534139 + Penalty 2522.567120 = -252928.967019
  nChanged 8
		SP:Iteration 23Q (149941.700000 sec): 3 clusters
  Score: Raw -255453.870587 + Penalty 2522.567120 = -252931.303467
  nChanged 3
		SP:Iteration 24Q (149941.830000 sec): 3 clusters
  Score: Raw -255455.673788 + Penalty 2522.567120 = -252933.106668
  nChanged 6
		SP:Iteration 25Q (149942.030000 sec): 3 clusters
  Score: Raw -255458.602356 + Penalty 2522.567120 = -252936.035236
  nChanged 7
		SP:Iteration 26Q (149942.220000 sec): 3 clusters
  Score: Raw -255463.207963 + Penalty 2522.567120 = -252940.640843
  nChanged 8
		SP:Iteration 27Q (149942.400000 sec): 3 clusters
  Score: Raw -255467.140427 + Penalty 2522.567120 = -252944.573307
  nChanged 3
		SP:Iteration 28Q (149942.580000 sec): 3 clusters
  Score: Raw -255468.505588 + Penalty 2522.567120 = -252945.938468
  nChanged 3
		SP:Iteration 29Q (149942.750000 sec): 3 clusters
  Score: Raw -255469.907845 + Penalty 2522.567120 = -252947.340725
  nChanged 5
		SP:Iteration 30Q (149942.930000 sec): 3 clusters
  Score: Raw -255472.404696 + Penalty 2522.567120 = -252949.837576
  nChanged 6
		SP:Iteration 31Q (149943.120000 sec): 3 clusters
  Score: Raw -255475.512582 + Penalty 2522.567120 = -252952.945462
  nChanged 5
		SP:Iteration 32Q (149943.310000 sec): 3 clusters
  Score: Raw -255477.200165 + Penalty 2522.567120 = -252954.633045
  nChanged 5
		SP:Iteration 33Q (149943.480000 sec): 3 clusters
  Score: Raw -255479.149895 + Penalty 2522.567120 = -252956.582775
  nChanged 4
		SP:Iteration 34Q (149943.660000 sec): 3 clusters
  Score: Raw -255480.763723 + Penalty 2522.567120 = -252958.196603
  nChanged 2
		SP:Iteration 35Q (149943.860000 sec): 3 clusters
  Score: Raw -255481.111303 + Penalty 2522.567120 = -252958.544183
  nChanged 1
		SP:Iteration 36Q (149944.050000 sec): 3 clusters
  Score: Raw -255481.418225 + Penalty 2522.567120 = -252958.851105
  nChanged 2
		SP:Iteration 37Q (149944.230000 sec): 3 clusters
  Score: Raw -255482.087409 + Penalty 2522.567120 = -252959.520289
  nChanged 0
		SP:Iteration 38F (149944.440000 sec): 3 clusters
  Score: Raw -255482.087409 + Penalty 2522.567120 = -252959.520289
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (325207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (149946.430000 sec): 2 clusters
  Score: Raw -36458510.396499 + Penalty 2062.485292 = -36456447.911207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (149948.420000 sec): 3 clusters
  Score: Raw -36240309.976730 + Penalty 4124.970584 = -36236185.006146
  nChanged 158910
		SP:Iteration 1F (149950.450000 sec): 3 clusters
  Score: Raw -36336308.023933 + Penalty 4124.970584 = -36332183.053349
  nChanged 10308
		SP:Iteration 2Q (149952.670000 sec): 3 clusters
  Score: Raw -36338865.564347 + Penalty 4124.970584 = -36334740.593763
  nChanged 12442
		SP:Iteration 3Q (149954.830000 sec): 3 clusters
  Score: Raw -36342842.979553 + Penalty 4124.970584 = -36338718.008969
  nChanged 15387
		SP:Iteration 4Q (149957.050000 sec): 3 clusters
  Score: Raw -36349378.474813 + Penalty 4124.970584 = -36345253.504229
  nChanged 19347
		SP:Iteration 5F (149959.030000 sec): 3 clusters
  Score: Raw -36360186.255523 + Penalty 4124.970584 = -36356061.284939
  nChanged 23432
		SP:Iteration 6F (149961.120000 sec): 3 clusters
  Score: Raw -36376791.543894 + Penalty 4124.970584 = -36372666.573310
  nChanged 26229
		SP:Iteration 7F (149963.210000 sec): 3 clusters
  Score: Raw -36399332.920866 + Penalty 4124.970584 = -36395207.950282
  nChanged 25172
		SP:Iteration 8F (149965.350000 sec): 3 clusters
  Score: Raw -36423676.317589 + Penalty 4124.970584 = -36419551.347005
  nChanged 18838
		SP:Iteration 9F (149967.480000 sec): 3 clusters
  Score: Raw -36442690.545449 + Penalty 4124.970584 = -36438565.574865
  nChanged 10192
		SP:Iteration 10Q (149969.470000 sec): 3 clusters
  Score: Raw -36452747.534096 + Penalty 4124.970584 = -36448622.563512
  nChanged 4263
		SP:Iteration 11Q (149971.320000 sec): 3 clusters
  Score: Raw -36456688.230687 + Penalty 4124.970584 = -36452563.260103
  nChanged 1417
		SP:Iteration 12Q (149972.950000 sec): 3 clusters
  Score: Raw -36457896.224806 + Penalty 4124.970584 = -36453771.254222
  nChanged 581
		SP:Iteration 13Q (149974.660000 sec): 3 clusters
  Score: Raw -36458376.898064 + Penalty 4124.970584 = -36454251.927480
  nChanged 264
		SP:Iteration 14Q (149976.580000 sec): 3 clusters
  Score: Raw -36458602.016072 + Penalty 4124.970584 = -36454477.045488
  nChanged 145
		SP:Iteration 15Q (149978.320000 sec): 3 clusters
  Score: Raw -36458734.680635 + Penalty 4124.970584 = -36454609.710051
  nChanged 90
		SP:Iteration 16Q (149980.230000 sec): 3 clusters
  Score: Raw -36458806.034891 + Penalty 4124.970584 = -36454681.064307
  nChanged 43
		SP:Iteration 17Q (149982.050000 sec): 3 clusters
  Score: Raw -36458839.722214 + Penalty 4124.970584 = -36454714.751630
  nChanged 31
		SP:Iteration 18Q (149983.840000 sec): 3 clusters
  Score: Raw -36458862.281553 + Penalty 4124.970584 = -36454737.310969
  nChanged 21
		SP:Iteration 19Q (149985.480000 sec): 3 clusters
  Score: Raw -36458875.378598 + Penalty 4124.970584 = -36454750.408014
  nChanged 12
		SP:Iteration 20F (149987.340000 sec): 3 clusters
  Score: Raw -36458883.753556 + Penalty 4124.970584 = -36454758.782972
  nChanged 7
		SP:Iteration 21Q (149988.940000 sec): 3 clusters
  Score: Raw -36458886.822645 + Penalty 4124.970584 = -36454761.852061
  nChanged 4
		SP:Iteration 22Q (149990.420000 sec): 3 clusters
  Score: Raw -36458887.788173 + Penalty 4124.970584 = -36454762.817589
  nChanged 3
		SP:Iteration 23Q (149992.110000 sec): 3 clusters
  Score: Raw -36458889.556980 + Penalty 4124.970584 = -36454764.586396
  nChanged 2
		SP:Iteration 24Q (149993.800000 sec): 3 clusters
  Score: Raw -36458890.314772 + Penalty 4124.970584 = -36454765.344188
  nChanged 4
		SP:Iteration 25Q (149995.430000 sec): 3 clusters
  Score: Raw -36458892.347843 + Penalty 4124.970584 = -36454767.377259
  nChanged 1
		SP:Iteration 26Q (149997.220000 sec): 3 clusters
  Score: Raw -36458893.089547 + Penalty 4124.970584 = -36454768.118963
  nChanged 3
		SP:Iteration 27Q (149999.040000 sec): 3 clusters
  Score: Raw -36458895.262375 + Penalty 4124.970584 = -36454770.291791
  nChanged 4
		SP:Iteration 28Q (150000.880000 sec): 3 clusters
  Score: Raw -36458898.380683 + Penalty 4124.970584 = -36454773.410099
  nChanged 6
		SP:Iteration 29Q (150002.590000 sec): 3 clusters
  Score: Raw -36458902.325785 + Penalty 4124.970584 = -36454777.355201
  nChanged 4
		SP:Iteration 30Q (150004.200000 sec): 3 clusters
  Score: Raw -36458905.039199 + Penalty 4124.970584 = -36454780.068615
  nChanged 4
		SP:Iteration 31Q (150005.820000 sec): 3 clusters
  Score: Raw -36458906.691533 + Penalty 4124.970584 = -36454781.720949
  nChanged 5
		SP:Iteration 32Q (150007.470000 sec): 3 clusters
  Score: Raw -36458909.888382 + Penalty 4124.970584 = -36454784.917798
  nChanged 3
		SP:Iteration 33Q (150009.170000 sec): 3 clusters
  Score: Raw -36458911.098059 + Penalty 4124.970584 = -36454786.127475
  nChanged 3
		SP:Iteration 34Q (150010.790000 sec): 3 clusters
  Score: Raw -36458912.603834 + Penalty 4124.970584 = -36454787.633250
  nChanged 4
		SP:Iteration 35Q (150012.510000 sec): 3 clusters
  Score: Raw -36458915.150155 + Penalty 4124.970584 = -36454790.179571
  nChanged 3
		SP:Iteration 36Q (150014.360000 sec): 3 clusters
  Score: Raw -36458916.342922 + Penalty 4124.970584 = -36454791.372338
  nChanged 1
		SP:Iteration 37Q (150016.100000 sec): 3 clusters
  Score: Raw -36458916.994255 + Penalty 4124.970584 = -36454792.023671
  nChanged 1
		SP:Iteration 38Q (150017.940000 sec): 3 clusters
  Score: Raw -36458917.533874 + Penalty 4124.970584 = -36454792.563290
  nChanged 2
		SP:Iteration 39Q (150019.850000 sec): 3 clusters
  Score: Raw -36458917.847525 + Penalty 4124.970584 = -36454792.876941
  nChanged 0
		SP:Iteration 40F (150021.710000 sec): 3 clusters
  Score: Raw -36458917.847525 + Penalty 4124.970584 = -36454792.876941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (23981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150022.200000 sec): 2 clusters
  Score: Raw -2604755.974046 + Penalty 1638.815283 = -2603117.158762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150022.490000 sec): 3 clusters
  Score: Raw -2590064.628053 + Penalty 3277.630567 = -2586786.997486
  nChanged 11108
		SP:Iteration 1F (150022.820000 sec): 3 clusters
  Score: Raw -2596274.361857 + Penalty 3277.630567 = -2592996.731290
  nChanged 1311
		SP:Iteration 2F (150023.140000 sec): 3 clusters
  Score: Raw -2596856.572479 + Penalty 3277.630567 = -2593578.941912
  nChanged 1337
		SP:Iteration 3F (150023.470000 sec): 3 clusters
  Score: Raw -2597465.055037 + Penalty 3277.630567 = -2594187.424470
  nChanged 1245
		SP:Iteration 4F (150023.800000 sec): 3 clusters
  Score: Raw -2598086.707143 + Penalty 3277.630567 = -2594809.076576
  nChanged 1318
		SP:Iteration 5F (150024.060000 sec): 3 clusters
  Score: Raw -2598832.981354 + Penalty 3277.630567 = -2595555.350787
  nChanged 1332
		SP:Iteration 6F (150024.340000 sec): 3 clusters
  Score: Raw -2599687.310446 + Penalty 3277.630567 = -2596409.679879
  nChanged 1331
		SP:Iteration 7F (150024.640000 sec): 3 clusters
  Score: Raw -2600641.232653 + Penalty 3277.630567 = -2597363.602086
  nChanged 1259
		SP:Iteration 8F (150024.940000 sec): 3 clusters
  Score: Raw -2601684.777045 + Penalty 3277.630567 = -2598407.146478
  nChanged 1081
		SP:Iteration 9Q (150025.270000 sec): 3 clusters
  Score: Raw -2602704.939899 + Penalty 3277.630567 = -2599427.309332
  nChanged 896
		SP:Iteration 10Q (150025.570000 sec): 3 clusters
  Score: Raw -2603614.447386 + Penalty 3277.630567 = -2600336.816819
  nChanged 670
		SP:Iteration 11Q (150025.930000 sec): 3 clusters
  Score: Raw -2604227.814429 + Penalty 3277.630567 = -2600950.183862
  nChanged 481
		SP:Iteration 12Q (150026.250000 sec): 3 clusters
  Score: Raw -2604588.108353 + Penalty 3277.630567 = -2601310.477786
  nChanged 337
		SP:Iteration 13Q (150026.540000 sec): 3 clusters
  Score: Raw -2604806.102283 + Penalty 3277.630567 = -2601528.471717
  nChanged 271
		SP:Iteration 14Q (150026.810000 sec): 3 clusters
  Score: Raw -2604941.316652 + Penalty 3277.630567 = -2601663.686085
  nChanged 197
		SP:Iteration 15Q (150027.090000 sec): 3 clusters
  Score: Raw -2605018.050401 + Penalty 3277.630567 = -2601740.419834
  nChanged 128
		SP:Iteration 16Q (150027.340000 sec): 3 clusters
  Score: Raw -2605059.283346 + Penalty 3277.630567 = -2601781.652780
  nChanged 107
		SP:Iteration 17Q (150027.620000 sec): 3 clusters
  Score: Raw -2605092.665952 + Penalty 3277.630567 = -2601815.035385
  nChanged 81
		SP:Iteration 18Q (150027.910000 sec): 3 clusters
  Score: Raw -2605115.894370 + Penalty 3277.630567 = -2601838.263803
  nChanged 67
		SP:Iteration 19Q (150028.200000 sec): 3 clusters
  Score: Raw -2605129.401707 + Penalty 3277.630567 = -2601851.771140
  nChanged 46
		SP:Iteration 20F (150028.530000 sec): 3 clusters
  Score: Raw -2605135.855524 + Penalty 3277.630567 = -2601858.224957
  nChanged 23
		SP:Iteration 21Q (150028.780000 sec): 3 clusters
  Score: Raw -2605139.759201 + Penalty 3277.630567 = -2601862.128634
  nChanged 28
		SP:Iteration 22Q (150029.040000 sec): 3 clusters
  Score: Raw -2605144.202554 + Penalty 3277.630567 = -2601866.571987
  nChanged 16
		SP:Iteration 23Q (150029.380000 sec): 3 clusters
  Score: Raw -2605146.230264 + Penalty 3277.630567 = -2601868.599697
  nChanged 15
		SP:Iteration 24Q (150029.620000 sec): 3 clusters
  Score: Raw -2605148.596436 + Penalty 3277.630567 = -2601870.965869
  nChanged 8
		SP:Iteration 25Q (150029.880000 sec): 3 clusters
  Score: Raw -2605149.601369 + Penalty 3277.630567 = -2601871.970802
  nChanged 6
		SP:Iteration 26Q (150030.150000 sec): 3 clusters
  Score: Raw -2605150.258521 + Penalty 3277.630567 = -2601872.627954
  nChanged 6
		SP:Iteration 27Q (150030.450000 sec): 3 clusters
  Score: Raw -2605150.887117 + Penalty 3277.630567 = -2601873.256550
  nChanged 4
		SP:Iteration 28Q (150030.690000 sec): 3 clusters
  Score: Raw -2605151.295039 + Penalty 3277.630567 = -2601873.664472
  nChanged 1
		SP:Iteration 29Q (150030.950000 sec): 3 clusters
  Score: Raw -2605151.351557 + Penalty 3277.630567 = -2601873.720990
  nChanged 0
		SP:Iteration 30F (150031.190000 sec): 3 clusters
  Score: Raw -2605151.351557 + Penalty 3277.630567 = -2601873.720990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (8174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150031.370000 sec): 2 clusters
  Score: Raw -893683.117825 + Penalty 1463.915970 = -892219.201855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150031.540000 sec): 3 clusters
  Score: Raw -889099.481780 + Penalty 2927.831941 = -886171.649839
  nChanged 3463
		SP:Iteration 1F (150031.790000 sec): 3 clusters
  Score: Raw -890921.083817 + Penalty 2927.831941 = -887993.251876
  nChanged 486
		SP:Iteration 2F (150031.970000 sec): 3 clusters
  Score: Raw -891130.490627 + Penalty 2927.831941 = -888202.658686
  nChanged 392
		SP:Iteration 3Q (150032.150000 sec): 3 clusters
  Score: Raw -891292.315006 + Penalty 2927.831941 = -888364.483065
  nChanged 343
		SP:Iteration 4Q (150032.320000 sec): 3 clusters
  Score: Raw -891428.936185 + Penalty 2927.831941 = -888501.104244
  nChanged 318
		SP:Iteration 5Q (150032.550000 sec): 3 clusters
  Score: Raw -891535.014618 + Penalty 2927.831941 = -888607.182677
  nChanged 242
		SP:Iteration 6Q (150032.760000 sec): 3 clusters
  Score: Raw -891619.416861 + Penalty 2927.831941 = -888691.584920
  nChanged 215
		SP:Iteration 7Q (150033.000000 sec): 3 clusters
  Score: Raw -891686.695916 + Penalty 2927.831941 = -888758.863975
  nChanged 199
		SP:Iteration 8Q (150033.220000 sec): 3 clusters
  Score: Raw -891748.222523 + Penalty 2927.831941 = -888820.390582
  nChanged 192
		SP:Iteration 9Q (150033.370000 sec): 3 clusters
  Score: Raw -891795.804865 + Penalty 2927.831941 = -888867.972924
  nChanged 152
		SP:Iteration 10Q (150033.570000 sec): 3 clusters
  Score: Raw -891835.538804 + Penalty 2927.831941 = -888907.706863
  nChanged 136
		SP:Iteration 11Q (150033.810000 sec): 3 clusters
  Score: Raw -891867.616447 + Penalty 2927.831941 = -888939.784506
  nChanged 133
		SP:Iteration 12Q (150034.040000 sec): 3 clusters
  Score: Raw -891901.659164 + Penalty 2927.831941 = -888973.827223
  nChanged 138
		SP:Iteration 13Q (150034.220000 sec): 3 clusters
  Score: Raw -891939.012603 + Penalty 2927.831941 = -889011.180662
  nChanged 126
		SP:Iteration 14Q (150034.420000 sec): 3 clusters
  Score: Raw -891975.773342 + Penalty 2927.831941 = -889047.941401
  nChanged 113
		SP:Iteration 15Q (150034.650000 sec): 3 clusters
  Score: Raw -892012.091855 + Penalty 2927.831941 = -889084.259914
  nChanged 115
		SP:Iteration 16Q (150034.840000 sec): 3 clusters
  Score: Raw -892042.553393 + Penalty 2927.831941 = -889114.721452
  nChanged 92
		SP:Iteration 17Q (150035.050000 sec): 3 clusters
  Score: Raw -892068.411800 + Penalty 2927.831941 = -889140.579859
  nChanged 123
		SP:Iteration 18Q (150035.240000 sec): 3 clusters
  Score: Raw -892107.148605 + Penalty 2927.831941 = -889179.316664
  nChanged 139
		SP:Iteration 19Q (150035.460000 sec): 3 clusters
  Score: Raw -892155.718993 + Penalty 2927.831941 = -889227.887052
  nChanged 158
		SP:Iteration 20F (150035.650000 sec): 3 clusters
  Score: Raw -892210.845269 + Penalty 2927.831941 = -889283.013328
  nChanged 174
		SP:Iteration 21Q (150035.870000 sec): 3 clusters
  Score: Raw -892283.671783 + Penalty 2927.831941 = -889355.839843
  nChanged 189
		SP:Iteration 22Q (150036.070000 sec): 3 clusters
  Score: Raw -892366.609477 + Penalty 2927.831941 = -889438.777536
  nChanged 220
		SP:Iteration 23Q (150036.290000 sec): 3 clusters
  Score: Raw -892477.986277 + Penalty 2927.831941 = -889550.154336
  nChanged 250
		SP:Iteration 24Q (150036.460000 sec): 3 clusters
  Score: Raw -892631.373971 + Penalty 2927.831941 = -889703.542030
  nChanged 246
		SP:Iteration 25Q (150036.690000 sec): 3 clusters
  Score: Raw -892777.161694 + Penalty 2927.831941 = -889849.329753
  nChanged 252
		SP:Iteration 26Q (150036.840000 sec): 3 clusters
  Score: Raw -892925.894543 + Penalty 2927.831941 = -889998.062602
  nChanged 237
		SP:Iteration 27Q (150037.040000 sec): 3 clusters
  Score: Raw -893061.024483 + Penalty 2927.831941 = -890133.192542
  nChanged 206
		SP:Iteration 28Q (150037.250000 sec): 3 clusters
  Score: Raw -893173.272940 + Penalty 2927.831941 = -890245.441000
  nChanged 182
		SP:Iteration 29Q (150037.450000 sec): 3 clusters
  Score: Raw -893268.481906 + Penalty 2927.831941 = -890340.649966
  nChanged 152
		SP:Iteration 30Q (150037.690000 sec): 3 clusters
  Score: Raw -893348.684315 + Penalty 2927.831941 = -890420.852374
  nChanged 145
		SP:Iteration 31Q (150037.870000 sec): 3 clusters
  Score: Raw -893420.683220 + Penalty 2927.831941 = -890492.851279
  nChanged 123
		SP:Iteration 32Q (150038.060000 sec): 3 clusters
  Score: Raw -893474.789191 + Penalty 2927.831941 = -890546.957250
  nChanged 113
		SP:Iteration 33Q (150038.250000 sec): 3 clusters
  Score: Raw -893515.036551 + Penalty 2927.831941 = -890587.204610
  nChanged 95
		SP:Iteration 34Q (150038.510000 sec): 3 clusters
  Score: Raw -893545.204855 + Penalty 2927.831941 = -890617.372914
  nChanged 70
		SP:Iteration 35Q (150038.680000 sec): 3 clusters
  Score: Raw -893561.357155 + Penalty 2927.831941 = -890633.525214
  nChanged 43
		SP:Iteration 36Q (150038.890000 sec): 3 clusters
  Score: Raw -893571.603140 + Penalty 2927.831941 = -890643.771200
  nChanged 37
		SP:Iteration 37Q (150039.090000 sec): 3 clusters
  Score: Raw -893581.166602 + Penalty 2927.831941 = -890653.334661
  nChanged 37
		SP:Iteration 38Q (150039.340000 sec): 3 clusters
  Score: Raw -893589.624921 + Penalty 2927.831941 = -890661.792980
  nChanged 30
		SP:Iteration 39Q (150039.560000 sec): 3 clusters
  Score: Raw -893596.577155 + Penalty 2927.831941 = -890668.745214
  nChanged 27
		SP:Iteration 40F (150039.730000 sec): 3 clusters
  Score: Raw -893602.325208 + Penalty 2927.831941 = -890674.493267
  nChanged 26
		SP:Iteration 41Q (150040.000000 sec): 3 clusters
  Score: Raw -893609.866003 + Penalty 2927.831941 = -890682.034062
  nChanged 30
		SP:Iteration 42Q (150040.190000 sec): 3 clusters
  Score: Raw -893616.876652 + Penalty 2927.831941 = -890689.044712
  nChanged 27
		SP:Iteration 43Q (150040.370000 sec): 3 clusters
  Score: Raw -893623.182202 + Penalty 2927.831941 = -890695.350261
  nChanged 31
		SP:Iteration 44Q (150040.590000 sec): 3 clusters
  Score: Raw -893629.258381 + Penalty 2927.831941 = -890701.426441
  nChanged 29
		SP:Iteration 45Q (150040.790000 sec): 3 clusters
  Score: Raw -893635.265066 + Penalty 2927.831941 = -890707.433125
  nChanged 38
		SP:Iteration 46Q (150041.010000 sec): 3 clusters
  Score: Raw -893643.387853 + Penalty 2927.831941 = -890715.555913
  nChanged 40
		SP:Iteration 47Q (150041.200000 sec): 3 clusters
  Score: Raw -893650.328655 + Penalty 2927.831941 = -890722.496715
  nChanged 34
		SP:Iteration 48Q (150041.410000 sec): 3 clusters
  Score: Raw -893657.917780 + Penalty 2927.831941 = -890730.085839
  nChanged 32
		SP:Iteration 49Q (150041.630000 sec): 3 clusters
  Score: Raw -893664.774966 + Penalty 2927.831941 = -890736.943025
  nChanged 32
		SP:Iteration 50Q (150041.840000 sec): 3 clusters
  Score: Raw -893672.855929 + Penalty 2927.831941 = -890745.023988
  nChanged 38
		SP:Iteration 51Q (150042.060000 sec): 3 clusters
  Score: Raw -893680.632192 + Penalty 2927.831941 = -890752.800252
  nChanged 27
		SP:Iteration 52Q (150042.240000 sec): 3 clusters
  Score: Raw -893686.380513 + Penalty 2927.831941 = -890758.548572
  nChanged 36
		SP:Iteration 53Q (150042.470000 sec): 3 clusters
  Score: Raw -893694.847051 + Penalty 2927.831941 = -890767.015110
  nChanged 35
		SP:Iteration 54Q (150042.650000 sec): 3 clusters
  Score: Raw -893701.250148 + Penalty 2927.831941 = -890773.418207
  nChanged 32
		SP:Iteration 55Q (150042.860000 sec): 3 clusters
  Score: Raw -893708.543866 + Penalty 2927.831941 = -890780.711926
  nChanged 34
		SP:Iteration 56Q (150043.100000 sec): 3 clusters
  Score: Raw -893718.262670 + Penalty 2927.831941 = -890790.430729
  nChanged 44
		SP:Iteration 57Q (150043.310000 sec): 3 clusters
  Score: Raw -893731.923858 + Penalty 2927.831941 = -890804.091917
  nChanged 48
		SP:Iteration 58Q (150043.490000 sec): 3 clusters
  Score: Raw -893745.583510 + Penalty 2927.831941 = -890817.751570
  nChanged 50
		SP:Iteration 59Q (150043.700000 sec): 3 clusters
  Score: Raw -893762.232047 + Penalty 2927.831941 = -890834.400106
  nChanged 60
		SP:Iteration 60F (150043.960000 sec): 3 clusters
  Score: Raw -893780.535042 + Penalty 2927.831941 = -890852.703101
  nChanged 56
		SP:Iteration 61Q (150044.140000 sec): 3 clusters
  Score: Raw -893799.267873 + Penalty 2927.831941 = -890871.435932
  nChanged 57
		SP:Iteration 62Q (150044.330000 sec): 3 clusters
  Score: Raw -893819.392232 + Penalty 2927.831941 = -890891.560291
  nChanged 56
		SP:Iteration 63Q (150044.560000 sec): 3 clusters
  Score: Raw -893836.630828 + Penalty 2927.831941 = -890908.798887
  nChanged 57
		SP:Iteration 64Q (150044.720000 sec): 3 clusters
  Score: Raw -893855.435723 + Penalty 2927.831941 = -890927.603782
  nChanged 61
		SP:Iteration 65Q (150044.940000 sec): 3 clusters
  Score: Raw -893884.426965 + Penalty 2927.831941 = -890956.595024
  nChanged 56
		SP:Iteration 66Q (150045.170000 sec): 3 clusters
  Score: Raw -893914.548169 + Penalty 2927.831941 = -890986.716229
  nChanged 75
		SP:Iteration 67Q (150045.350000 sec): 3 clusters
  Score: Raw -893955.013905 + Penalty 2927.831941 = -891027.181964
  nChanged 80
		SP:Iteration 68Q (150045.550000 sec): 3 clusters
  Score: Raw -894002.355494 + Penalty 2927.831941 = -891074.523554
  nChanged 99
		SP:Iteration 69Q (150045.740000 sec): 3 clusters
  Score: Raw -894071.150783 + Penalty 2927.831941 = -891143.318842
  nChanged 103
		SP:Iteration 70Q (150045.940000 sec): 3 clusters
  Score: Raw -894139.619952 + Penalty 2927.831941 = -891211.788011
  nChanged 88
		SP:Iteration 71Q (150046.140000 sec): 3 clusters
  Score: Raw -894196.863253 + Penalty 2927.831941 = -891269.031312
  nChanged 76
		SP:Iteration 72Q (150046.390000 sec): 3 clusters
  Score: Raw -894248.341730 + Penalty 2927.831941 = -891320.509789
  nChanged 82
		SP:Iteration 73Q (150046.570000 sec): 3 clusters
  Score: Raw -894295.921792 + Penalty 2927.831941 = -891368.089851
  nChanged 67
		SP:Iteration 74Q (150046.780000 sec): 3 clusters
  Score: Raw -894333.075433 + Penalty 2927.831941 = -891405.243492
  nChanged 54
		SP:Iteration 75Q (150046.980000 sec): 3 clusters
  Score: Raw -894354.037775 + Penalty 2927.831941 = -891426.205834
  nChanged 41
		SP:Iteration 76Q (150047.210000 sec): 3 clusters
  Score: Raw -894368.118748 + Penalty 2927.831941 = -891440.286807
  nChanged 31
		SP:Iteration 77Q (150047.380000 sec): 3 clusters
  Score: Raw -894376.050240 + Penalty 2927.831941 = -891448.218299
  nChanged 23
		SP:Iteration 78Q (150047.550000 sec): 3 clusters
  Score: Raw -894383.448923 + Penalty 2927.831941 = -891455.616982
  nChanged 19
		SP:Iteration 79Q (150047.770000 sec): 3 clusters
  Score: Raw -894388.689358 + Penalty 2927.831941 = -891460.857417
  nChanged 14
		SP:Iteration 80F (150047.950000 sec): 3 clusters
  Score: Raw -894393.206114 + Penalty 2927.831941 = -891465.374173
  nChanged 10
		SP:Iteration 81Q (150048.130000 sec): 3 clusters
  Score: Raw -894395.551281 + Penalty 2927.831941 = -891467.719340
  nChanged 13
		SP:Iteration 82Q (150048.360000 sec): 3 clusters
  Score: Raw -894398.786352 + Penalty 2927.831941 = -891470.954411
  nChanged 8
		SP:Iteration 83Q (150048.530000 sec): 3 clusters
  Score: Raw -894400.919472 + Penalty 2927.831941 = -891473.087532
  nChanged 8
		SP:Iteration 84Q (150048.710000 sec): 3 clusters
  Score: Raw -894402.585818 + Penalty 2927.831941 = -891474.753877
  nChanged 10
		SP:Iteration 85Q (150048.950000 sec): 3 clusters
  Score: Raw -894405.198485 + Penalty 2927.831941 = -891477.366545
  nChanged 12
		SP:Iteration 86Q (150049.100000 sec): 3 clusters
  Score: Raw -894408.363816 + Penalty 2927.831941 = -891480.531875
  nChanged 10
		SP:Iteration 87Q (150049.270000 sec): 3 clusters
  Score: Raw -894410.548469 + Penalty 2927.831941 = -891482.716529
  nChanged 8
		SP:Iteration 88Q (150049.520000 sec): 3 clusters
  Score: Raw -894412.396252 + Penalty 2927.831941 = -891484.564311
  nChanged 6
		SP:Iteration 89Q (150049.720000 sec): 3 clusters
  Score: Raw -894413.134181 + Penalty 2927.831941 = -891485.302241
  nChanged 6
		SP:Iteration 90Q (150049.920000 sec): 3 clusters
  Score: Raw -894413.803333 + Penalty 2927.831941 = -891485.971392
  nChanged 2
		SP:Iteration 91Q (150050.150000 sec): 3 clusters
  Score: Raw -894414.272054 + Penalty 2927.831941 = -891486.440113
  nChanged 2
		SP:Iteration 92Q (150050.350000 sec): 3 clusters
  Score: Raw -894414.849447 + Penalty 2927.831941 = -891487.017506
  nChanged 3
		SP:Iteration 93Q (150050.540000 sec): 3 clusters
  Score: Raw -894415.583068 + Penalty 2927.831941 = -891487.751128
  nChanged 1
		SP:Iteration 94Q (150050.750000 sec): 3 clusters
  Score: Raw -894415.964532 + Penalty 2927.831941 = -891488.132591
  nChanged 3
		SP:Iteration 95Q (150050.970000 sec): 3 clusters
  Score: Raw -894416.472163 + Penalty 2927.831941 = -891488.640222
  nChanged 3
		SP:Iteration 96Q (150051.160000 sec): 3 clusters
  Score: Raw -894416.855871 + Penalty 2927.831941 = -891489.023930
  nChanged 1
		SP:Iteration 97Q (150051.390000 sec): 3 clusters
  Score: Raw -894417.005569 + Penalty 2927.831941 = -891489.173628
  nChanged 0
		SP:Iteration 98F (150051.590000 sec): 3 clusters
  Score: Raw -894417.005569 + Penalty 2927.831941 = -891489.173628
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (99493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150052.310000 sec): 2 clusters
  Score: Raw -10957925.430632 + Penalty 1870.024417 = -10956055.406214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150053.010000 sec): 3 clusters
  Score: Raw -10893159.681404 + Penalty 3740.048835 = -10889419.632569
  nChanged 47621
		SP:Iteration 1F (150053.720000 sec): 3 clusters
  Score: Raw -10920941.553438 + Penalty 3740.048835 = -10917201.504603
  nChanged 3281
		SP:Iteration 2Q (150054.450000 sec): 3 clusters
  Score: Raw -10921762.654900 + Penalty 3740.048835 = -10918022.606065
  nChanged 3522
		SP:Iteration 3Q (150055.190000 sec): 3 clusters
  Score: Raw -10922792.484501 + Penalty 3740.048835 = -10919052.435666
  nChanged 4083
		SP:Iteration 4Q (150055.970000 sec): 3 clusters
  Score: Raw -10924300.767618 + Penalty 3740.048835 = -10920560.718783
  nChanged 5279
		SP:Iteration 5F (150056.660000 sec): 3 clusters
  Score: Raw -10926954.387592 + Penalty 3740.048835 = -10923214.338757
  nChanged 7097
		SP:Iteration 6F (150057.390000 sec): 3 clusters
  Score: Raw -10931670.668848 + Penalty 3740.048835 = -10927930.620013
  nChanged 8551
		SP:Iteration 7F (150058.100000 sec): 3 clusters
  Score: Raw -10938771.900935 + Penalty 3740.048835 = -10935031.852101
  nChanged 8546
		SP:Iteration 8F (150058.800000 sec): 3 clusters
  Score: Raw -10946846.049638 + Penalty 3740.048835 = -10943106.000803
  nChanged 6261
		SP:Iteration 9F (150059.460000 sec): 3 clusters
  Score: Raw -10952964.603083 + Penalty 3740.048835 = -10949224.554248
  nChanged 3351
		SP:Iteration 10Q (150060.220000 sec): 3 clusters
  Score: Raw -10956176.464817 + Penalty 3740.048835 = -10952436.415982
  nChanged 1357
		SP:Iteration 11Q (150060.890000 sec): 3 clusters
  Score: Raw -10957431.732676 + Penalty 3740.048835 = -10953691.683841
  nChanged 470
		SP:Iteration 12Q (150061.580000 sec): 3 clusters
  Score: Raw -10957888.992399 + Penalty 3740.048835 = -10954148.943564
  nChanged 151
		SP:Iteration 13Q (150062.200000 sec): 3 clusters
  Score: Raw -10958069.713661 + Penalty 3740.048835 = -10954329.664826
  nChanged 59
		SP:Iteration 14Q (150062.860000 sec): 3 clusters
  Score: Raw -10958160.660803 + Penalty 3740.048835 = -10954420.611968
  nChanged 22
		SP:Iteration 15Q (150063.470000 sec): 3 clusters
  Score: Raw -10958202.875337 + Penalty 3740.048835 = -10954462.826502
  nChanged 8
		SP:Iteration 16Q (150064.050000 sec): 3 clusters
  Score: Raw -10958213.344391 + Penalty 3740.048835 = -10954473.295556
  nChanged 6
		SP:Iteration 17Q (150064.630000 sec): 3 clusters
  Score: Raw -10958219.972544 + Penalty 3740.048835 = -10954479.923709
  nChanged 5
		SP:Iteration 18Q (150065.200000 sec): 3 clusters
  Score: Raw -10958229.347427 + Penalty 3740.048835 = -10954489.298592
  nChanged 4
		SP:Iteration 19Q (150065.750000 sec): 3 clusters
  Score: Raw -10958233.381438 + Penalty 3740.048835 = -10954493.332603
  nChanged 2
		SP:Iteration 20F (150066.380000 sec): 3 clusters
  Score: Raw -10958237.484943 + Penalty 3740.048835 = -10954497.436108
  nChanged 1
		SP:Iteration 21Q (150066.990000 sec): 3 clusters
  Score: Raw -10958238.550818 + Penalty 3740.048835 = -10954498.501983
  nChanged 0
		SP:Iteration 22F (150067.650000 sec): 3 clusters
  Score: Raw -10958238.550818 + Penalty 3740.048835 = -10954498.501983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150067.830000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150068.060000 sec): 3 clusters
  Score: Raw -110160.840380 + Penalty 2258.703348 = -107902.137032
  nChanged 334
		SP:Iteration 1F (150068.200000 sec): 3 clusters
  Score: Raw -110500.846886 + Penalty 2258.703348 = -108242.143538
  nChanged 82
		SP:Iteration 2F (150068.380000 sec): 3 clusters
  Score: Raw -110584.703852 + Penalty 2258.703348 = -108326.000504
  nChanged 44
		SP:Iteration 3Q (150068.570000 sec): 3 clusters
  Score: Raw -110642.100034 + Penalty 2258.703348 = -108383.396686
  nChanged 34
		SP:Iteration 4Q (150068.730000 sec): 3 clusters
  Score: Raw -110685.079002 + Penalty 2258.703348 = -108426.375654
  nChanged 29
		SP:Iteration 5Q (150068.900000 sec): 3 clusters
  Score: Raw -110730.549429 + Penalty 2258.703348 = -108471.846081
  nChanged 38
		SP:Iteration 6Q (150069.070000 sec): 3 clusters
  Score: Raw -110772.310164 + Penalty 2258.703348 = -108513.606816
  nChanged 33
		SP:Iteration 7Q (150069.280000 sec): 3 clusters
  Score: Raw -110815.557861 + Penalty 2258.703348 = -108556.854513
  nChanged 30
		SP:Iteration 8Q (150069.440000 sec): 3 clusters
  Score: Raw -110857.639379 + Penalty 2258.703348 = -108598.936031
  nChanged 31
		SP:Iteration 9Q (150069.540000 sec): 3 clusters
  Score: Raw -110888.455585 + Penalty 2258.703348 = -108629.752237
  nChanged 16
		SP:Iteration 10Q (150069.720000 sec): 3 clusters
  Score: Raw -110904.857677 + Penalty 2258.703348 = -108646.154329
  nChanged 12
		SP:Iteration 11Q (150069.900000 sec): 3 clusters
  Score: Raw -110920.551029 + Penalty 2258.703348 = -108661.847681
  nChanged 8
		SP:Iteration 12Q (150070.080000 sec): 3 clusters
  Score: Raw -110928.224367 + Penalty 2258.703348 = -108669.521019
  nChanged 8
		SP:Iteration 13Q (150070.250000 sec): 3 clusters
  Score: Raw -110935.201497 + Penalty 2258.703348 = -108676.498150
  nChanged 6
		SP:Iteration 14Q (150070.420000 sec): 3 clusters
  Score: Raw -110940.852410 + Penalty 2258.703348 = -108682.149062
  nChanged 6
		SP:Iteration 15Q (150070.610000 sec): 3 clusters
  Score: Raw -110945.682792 + Penalty 2258.703348 = -108686.979444
  nChanged 7
		SP:Iteration 16Q (150070.790000 sec): 3 clusters
  Score: Raw -110951.356266 + Penalty 2258.703348 = -108692.652918
  nChanged 5
		SP:Iteration 17Q (150070.940000 sec): 3 clusters
  Score: Raw -110956.394658 + Penalty 2258.703348 = -108697.691310
  nChanged 9
		SP:Iteration 18Q (150071.100000 sec): 3 clusters
  Score: Raw -110965.138017 + Penalty 2258.703348 = -108706.434669
  nChanged 9
		SP:Iteration 19Q (150071.270000 sec): 3 clusters
  Score: Raw -110973.484349 + Penalty 2258.703348 = -108714.781001
  nChanged 5
		SP:Iteration 20F (150071.400000 sec): 3 clusters
  Score: Raw -110982.137014 + Penalty 2258.703348 = -108723.433666
  nChanged 7
		SP:Iteration 21Q (150071.540000 sec): 3 clusters
  Score: Raw -110995.119568 + Penalty 2258.703348 = -108736.416220
  nChanged 8
		SP:Iteration 22Q (150071.680000 sec): 3 clusters
  Score: Raw -111015.193737 + Penalty 2258.703348 = -108756.490389
  nChanged 6
		SP:Iteration 23Q (150071.810000 sec): 3 clusters
  Score: Raw -111027.091678 + Penalty 2258.703348 = -108768.388330
  nChanged 10
		SP:Iteration 24Q (150071.950000 sec): 3 clusters
  Score: Raw -111034.622600 + Penalty 2258.703348 = -108775.919252
  nChanged 3
		SP:Iteration 25Q (150072.140000 sec): 3 clusters
  Score: Raw -111037.271077 + Penalty 2258.703348 = -108778.567729
  nChanged 2
		SP:Iteration 26Q (150072.320000 sec): 3 clusters
  Score: Raw -111038.971347 + Penalty 2258.703348 = -108780.267999
  nChanged 1
		SP:Iteration 27Q (150072.480000 sec): 3 clusters
  Score: Raw -111039.922863 + Penalty 2258.703348 = -108781.219515
  nChanged 1
		SP:Iteration 28Q (150072.680000 sec): 3 clusters
  Score: Raw -111041.006936 + Penalty 2258.703348 = -108782.303588
  nChanged 2
		SP:Iteration 29Q (150072.780000 sec): 3 clusters
  Score: Raw -111042.727418 + Penalty 2258.703348 = -108784.024070
  nChanged 2
		SP:Iteration 30Q (150072.960000 sec): 3 clusters
  Score: Raw -111044.386220 + Penalty 2258.703348 = -108785.682872
  nChanged 0
		SP:Iteration 31F (150073.130000 sec): 3 clusters
  Score: Raw -111044.386220 + Penalty 2258.703348 = -108785.682872
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150073.350000 sec): 2 clusters
  Score: Raw -1323211.427947 + Penalty 1519.122926 = -1321692.305022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150073.560000 sec): 3 clusters
  Score: Raw -1316602.883684 + Penalty 3038.245852 = -1313564.637832
  nChanged 4983
		SP:Iteration 1F (150073.810000 sec): 3 clusters
  Score: Raw -1319151.370611 + Penalty 3038.245852 = -1316113.124759
  nChanged 561
		SP:Iteration 2Q (150073.990000 sec): 3 clusters
  Score: Raw -1319333.085069 + Penalty 3038.245852 = -1316294.839217
  nChanged 454
		SP:Iteration 3Q (150074.220000 sec): 3 clusters
  Score: Raw -1319473.298306 + Penalty 3038.245852 = -1316435.052455
  nChanged 395
		SP:Iteration 4Q (150074.440000 sec): 3 clusters
  Score: Raw -1319592.366744 + Penalty 3038.245852 = -1316554.120893
  nChanged 378
		SP:Iteration 5Q (150074.660000 sec): 3 clusters
  Score: Raw -1319716.351758 + Penalty 3038.245852 = -1316678.105907
  nChanged 378
		SP:Iteration 6Q (150074.880000 sec): 3 clusters
  Score: Raw -1319842.272522 + Penalty 3038.245852 = -1316804.026670
  nChanged 352
		SP:Iteration 7Q (150075.140000 sec): 3 clusters
  Score: Raw -1319955.654338 + Penalty 3038.245852 = -1316917.408486
  nChanged 361
		SP:Iteration 8Q (150075.410000 sec): 3 clusters
  Score: Raw -1320091.413876 + Penalty 3038.245852 = -1317053.168025
  nChanged 422
		SP:Iteration 9Q (150075.630000 sec): 3 clusters
  Score: Raw -1320283.031642 + Penalty 3038.245852 = -1317244.785790
  nChanged 529
		SP:Iteration 10Q (150075.840000 sec): 3 clusters
  Score: Raw -1320588.815053 + Penalty 3038.245852 = -1317550.569202
  nChanged 632
		SP:Iteration 11F (150076.080000 sec): 3 clusters
  Score: Raw -1321011.949138 + Penalty 3038.245852 = -1317973.703287
  nChanged 658
		SP:Iteration 12F (150076.310000 sec): 3 clusters
  Score: Raw -1321511.936895 + Penalty 3038.245852 = -1318473.691043
  nChanged 658
		SP:Iteration 13F (150076.510000 sec): 3 clusters
  Score: Raw -1322099.400246 + Penalty 3038.245852 = -1319061.154395
  nChanged 560
		SP:Iteration 14Q (150076.700000 sec): 3 clusters
  Score: Raw -1322636.940289 + Penalty 3038.245852 = -1319598.694437
  nChanged 330
		SP:Iteration 15Q (150076.920000 sec): 3 clusters
  Score: Raw -1322963.915133 + Penalty 3038.245852 = -1319925.669282
  nChanged 193
		SP:Iteration 16Q (150077.130000 sec): 3 clusters
  Score: Raw -1323153.039154 + Penalty 3038.245852 = -1320114.793303
  nChanged 94
		SP:Iteration 17Q (150077.400000 sec): 3 clusters
  Score: Raw -1323262.325287 + Penalty 3038.245852 = -1320224.079436
  nChanged 53
		SP:Iteration 18Q (150077.590000 sec): 3 clusters
  Score: Raw -1323323.587938 + Penalty 3038.245852 = -1320285.342087
  nChanged 27
		SP:Iteration 19Q (150077.810000 sec): 3 clusters
  Score: Raw -1323353.024495 + Penalty 3038.245852 = -1320314.778644
  nChanged 11
		SP:Iteration 20F (150078.080000 sec): 3 clusters
  Score: Raw -1323366.077362 + Penalty 3038.245852 = -1320327.831511
  nChanged 8
		SP:Iteration 21Q (150078.300000 sec): 3 clusters
  Score: Raw -1323378.576252 + Penalty 3038.245852 = -1320340.330400
  nChanged 7
		SP:Iteration 22Q (150078.500000 sec): 3 clusters
  Score: Raw -1323385.196896 + Penalty 3038.245852 = -1320346.951045
  nChanged 2
		SP:Iteration 23Q (150078.720000 sec): 3 clusters
  Score: Raw -1323387.352355 + Penalty 3038.245852 = -1320349.106503
  nChanged 0
		SP:Iteration 24F (150078.930000 sec): 3 clusters
  Score: Raw -1323387.352355 + Penalty 3038.245852 = -1320349.106503
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150079.200000 sec): 2 clusters
  Score: Raw -2564766.372352 + Penalty 1634.503119 = -2563131.869232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150079.510000 sec): 3 clusters
  Score: Raw -2550534.259602 + Penalty 3269.006239 = -2547265.253364
  nChanged 10687
		SP:Iteration 1F (150079.830000 sec): 3 clusters
  Score: Raw -2556614.135553 + Penalty 3269.006239 = -2553345.129314
  nChanged 1126
		SP:Iteration 2Q (150080.150000 sec): 3 clusters
  Score: Raw -2557035.028917 + Penalty 3269.006239 = -2553766.022678
  nChanged 1152
		SP:Iteration 3Q (150080.480000 sec): 3 clusters
  Score: Raw -2557537.522419 + Penalty 3269.006239 = -2554268.516180
  nChanged 1262
		SP:Iteration 4F (150080.810000 sec): 3 clusters
  Score: Raw -2558228.274066 + Penalty 3269.006239 = -2554959.267828
  nChanged 1492
		SP:Iteration 5F (150081.110000 sec): 3 clusters
  Score: Raw -2559216.638732 + Penalty 3269.006239 = -2555947.632493
  nChanged 1653
		SP:Iteration 6F (150081.380000 sec): 3 clusters
  Score: Raw -2560419.598055 + Penalty 3269.006239 = -2557150.591817
  nChanged 1603
		SP:Iteration 7F (150081.710000 sec): 3 clusters
  Score: Raw -2561686.884228 + Penalty 3269.006239 = -2558417.877990
  nChanged 1348
		SP:Iteration 8F (150081.990000 sec): 3 clusters
  Score: Raw -2562749.565244 + Penalty 3269.006239 = -2559480.559005
  nChanged 1038
		SP:Iteration 9Q (150082.260000 sec): 3 clusters
  Score: Raw -2563595.353290 + Penalty 3269.006239 = -2560326.347051
  nChanged 718
		SP:Iteration 10Q (150082.580000 sec): 3 clusters
  Score: Raw -2564202.846207 + Penalty 3269.006239 = -2560933.839969
  nChanged 485
		SP:Iteration 11Q (150082.910000 sec): 3 clusters
  Score: Raw -2564606.311400 + Penalty 3269.006239 = -2561337.305162
  nChanged 294
		SP:Iteration 12Q (150083.230000 sec): 3 clusters
  Score: Raw -2564856.459582 + Penalty 3269.006239 = -2561587.453343
  nChanged 178
		SP:Iteration 13Q (150083.520000 sec): 3 clusters
  Score: Raw -2565030.341497 + Penalty 3269.006239 = -2561761.335258
  nChanged 101
		SP:Iteration 14Q (150083.810000 sec): 3 clusters
  Score: Raw -2565147.539217 + Penalty 3269.006239 = -2561878.532978
  nChanged 73
		SP:Iteration 15Q (150084.140000 sec): 3 clusters
  Score: Raw -2565238.859784 + Penalty 3269.006239 = -2561969.853545
  nChanged 64
		SP:Iteration 16Q (150084.440000 sec): 3 clusters
  Score: Raw -2565322.949652 + Penalty 3269.006239 = -2562053.943414
  nChanged 44
		SP:Iteration 17Q (150084.710000 sec): 3 clusters
  Score: Raw -2565372.491543 + Penalty 3269.006239 = -2562103.485304
  nChanged 28
		SP:Iteration 18Q (150085.020000 sec): 3 clusters
  Score: Raw -2565405.958417 + Penalty 3269.006239 = -2562136.952179
  nChanged 22
		SP:Iteration 19Q (150085.340000 sec): 3 clusters
  Score: Raw -2565428.798773 + Penalty 3269.006239 = -2562159.792535
  nChanged 27
		SP:Iteration 20F (150085.610000 sec): 3 clusters
  Score: Raw -2565464.532613 + Penalty 3269.006239 = -2562195.526375
  nChanged 18
		SP:Iteration 21Q (150085.920000 sec): 3 clusters
  Score: Raw -2565478.562378 + Penalty 3269.006239 = -2562209.556140
  nChanged 15
		SP:Iteration 22Q (150086.190000 sec): 3 clusters
  Score: Raw -2565489.706597 + Penalty 3269.006239 = -2562220.700359
  nChanged 9
		SP:Iteration 23Q (150086.520000 sec): 3 clusters
  Score: Raw -2565494.797375 + Penalty 3269.006239 = -2562225.791136
  nChanged 6
		SP:Iteration 24Q (150086.810000 sec): 3 clusters
  Score: Raw -2565499.952482 + Penalty 3269.006239 = -2562230.946244
  nChanged 5
		SP:Iteration 25Q (150087.130000 sec): 3 clusters
  Score: Raw -2565504.274233 + Penalty 3269.006239 = -2562235.267994
  nChanged 4
		SP:Iteration 26Q (150087.390000 sec): 3 clusters
  Score: Raw -2565508.549912 + Penalty 3269.006239 = -2562239.543673
  nChanged 4
		SP:Iteration 27Q (150087.680000 sec): 3 clusters
  Score: Raw -2565512.176803 + Penalty 3269.006239 = -2562243.170564
  nChanged 3
		SP:Iteration 28Q (150088.010000 sec): 3 clusters
  Score: Raw -2565514.673667 + Penalty 3269.006239 = -2562245.667428
  nChanged 7
		SP:Iteration 29Q (150088.260000 sec): 3 clusters
  Score: Raw -2565520.434326 + Penalty 3269.006239 = -2562251.428087
  nChanged 4
		SP:Iteration 30Q (150088.580000 sec): 3 clusters
  Score: Raw -2565523.075039 + Penalty 3269.006239 = -2562254.068800
  nChanged 4
		SP:Iteration 31Q (150088.850000 sec): 3 clusters
  Score: Raw -2565526.930336 + Penalty 3269.006239 = -2562257.924097
  nChanged 4
		SP:Iteration 32Q (150089.150000 sec): 3 clusters
  Score: Raw -2565529.565761 + Penalty 3269.006239 = -2562260.559522
  nChanged 1
		SP:Iteration 33Q (150089.420000 sec): 3 clusters
  Score: Raw -2565529.701463 + Penalty 3269.006239 = -2562260.695224
  nChanged 1
		SP:Iteration 34Q (150089.730000 sec): 3 clusters
  Score: Raw -2565530.999285 + Penalty 3269.006239 = -2562261.993046
  nChanged 2
		SP:Iteration 35Q (150089.970000 sec): 3 clusters
  Score: Raw -2565532.309705 + Penalty 3269.006239 = -2562263.303467
  nChanged 2
		SP:Iteration 36Q (150090.270000 sec): 3 clusters
  Score: Raw -2565533.606829 + Penalty 3269.006239 = -2562264.600590
  nChanged 0
		SP:Iteration 37F (150090.550000 sec): 3 clusters
  Score: Raw -2565533.606829 + Penalty 3269.006239 = -2562264.600590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150090.730000 sec): 2 clusters
  Score: Raw -847031.509001 + Penalty 1453.997360 = -845577.511640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150090.950000 sec): 3 clusters
  Score: Raw -842814.353213 + Penalty 2907.994720 = -839906.358493
  nChanged 3225
		SP:Iteration 1F (150091.140000 sec): 3 clusters
  Score: Raw -844511.777112 + Penalty 2907.994720 = -841603.782392
  nChanged 487
		SP:Iteration 2F (150091.390000 sec): 3 clusters
  Score: Raw -844782.844386 + Penalty 2907.994720 = -841874.849666
  nChanged 456
		SP:Iteration 3F (150091.600000 sec): 3 clusters
  Score: Raw -845072.759375 + Penalty 2907.994720 = -842164.764654
  nChanged 495
		SP:Iteration 4F (150091.780000 sec): 3 clusters
  Score: Raw -845425.646555 + Penalty 2907.994720 = -842517.651835
  nChanged 510
		SP:Iteration 5F (150092.030000 sec): 3 clusters
  Score: Raw -845831.433200 + Penalty 2907.994720 = -842923.438480
  nChanged 512
		SP:Iteration 6F (150092.240000 sec): 3 clusters
  Score: Raw -846224.726000 + Penalty 2907.994720 = -843316.731280
  nChanged 431
		SP:Iteration 7F (150092.470000 sec): 3 clusters
  Score: Raw -846538.946146 + Penalty 2907.994720 = -843630.951426
  nChanged 374
		SP:Iteration 8Q (150092.660000 sec): 3 clusters
  Score: Raw -846790.649914 + Penalty 2907.994720 = -843882.655194
  nChanged 278
		SP:Iteration 9Q (150092.880000 sec): 3 clusters
  Score: Raw -846944.333665 + Penalty 2907.994720 = -844036.338945
  nChanged 216
		SP:Iteration 10Q (150093.130000 sec): 3 clusters
  Score: Raw -847052.630363 + Penalty 2907.994720 = -844144.635642
  nChanged 154
		SP:Iteration 11Q (150093.360000 sec): 3 clusters
  Score: Raw -847110.878996 + Penalty 2907.994720 = -844202.884275
  nChanged 113
		SP:Iteration 12Q (150093.540000 sec): 3 clusters
  Score: Raw -847156.685294 + Penalty 2907.994720 = -844248.690574
  nChanged 97
		SP:Iteration 13Q (150093.780000 sec): 3 clusters
  Score: Raw -847189.540092 + Penalty 2907.994720 = -844281.545372
  nChanged 64
		SP:Iteration 14Q (150093.980000 sec): 3 clusters
  Score: Raw -847209.994923 + Penalty 2907.994720 = -844302.000202
  nChanged 61
		SP:Iteration 15Q (150094.200000 sec): 3 clusters
  Score: Raw -847231.246011 + Penalty 2907.994720 = -844323.251291
  nChanged 64
		SP:Iteration 16Q (150094.390000 sec): 3 clusters
  Score: Raw -847250.061109 + Penalty 2907.994720 = -844342.066388
  nChanged 50
		SP:Iteration 17Q (150094.570000 sec): 3 clusters
  Score: Raw -847262.249448 + Penalty 2907.994720 = -844354.254728
  nChanged 42
		SP:Iteration 18Q (150094.780000 sec): 3 clusters
  Score: Raw -847272.675530 + Penalty 2907.994720 = -844364.680810
  nChanged 36
		SP:Iteration 19Q (150094.980000 sec): 3 clusters
  Score: Raw -847283.602460 + Penalty 2907.994720 = -844375.607740
  nChanged 31
		SP:Iteration 20F (150095.210000 sec): 3 clusters
  Score: Raw -847292.965200 + Penalty 2907.994720 = -844384.970480
  nChanged 31
		SP:Iteration 21Q (150095.380000 sec): 3 clusters
  Score: Raw -847298.899106 + Penalty 2907.994720 = -844390.904385
  nChanged 28
		SP:Iteration 22Q (150095.580000 sec): 3 clusters
  Score: Raw -847303.634127 + Penalty 2907.994720 = -844395.639407
  nChanged 22
		SP:Iteration 23Q (150095.820000 sec): 3 clusters
  Score: Raw -847308.433088 + Penalty 2907.994720 = -844400.438368
  nChanged 24
		SP:Iteration 24Q (150096.030000 sec): 3 clusters
  Score: Raw -847313.054636 + Penalty 2907.994720 = -844405.059916
  nChanged 20
		SP:Iteration 25Q (150096.220000 sec): 3 clusters
  Score: Raw -847316.672430 + Penalty 2907.994720 = -844408.677710
  nChanged 13
		SP:Iteration 26Q (150096.440000 sec): 3 clusters
  Score: Raw -847318.539351 + Penalty 2907.994720 = -844410.544631
  nChanged 12
		SP:Iteration 27Q (150096.640000 sec): 3 clusters
  Score: Raw -847319.714138 + Penalty 2907.994720 = -844411.719417
  nChanged 16
		SP:Iteration 28Q (150096.860000 sec): 3 clusters
  Score: Raw -847322.280805 + Penalty 2907.994720 = -844414.286085
  nChanged 15
		SP:Iteration 29Q (150097.080000 sec): 3 clusters
  Score: Raw -847324.541479 + Penalty 2907.994720 = -844416.546759
  nChanged 6
		SP:Iteration 30Q (150097.270000 sec): 3 clusters
  Score: Raw -847325.470173 + Penalty 2907.994720 = -844417.475453
  nChanged 7
		SP:Iteration 31Q (150097.490000 sec): 3 clusters
  Score: Raw -847326.255940 + Penalty 2907.994720 = -844418.261220
  nChanged 5
		SP:Iteration 32Q (150097.720000 sec): 3 clusters
  Score: Raw -847327.060908 + Penalty 2907.994720 = -844419.066188
  nChanged 1
		SP:Iteration 33Q (150097.900000 sec): 3 clusters
  Score: Raw -847327.252872 + Penalty 2907.994720 = -844419.258151
  nChanged 2
		SP:Iteration 34Q (150098.120000 sec): 3 clusters
  Score: Raw -847327.652716 + Penalty 2907.994720 = -844419.657996
  nChanged 0
		SP:Iteration 35F (150098.320000 sec): 3 clusters
  Score: Raw -847327.652716 + Penalty 2907.994720 = -844419.657996
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (9414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150098.490000 sec): 2 clusters
  Score: Raw -1023555.845009 + Penalty 1486.867399 = -1022068.977611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150098.710000 sec): 3 clusters
  Score: Raw -1018311.896732 + Penalty 2973.734797 = -1015338.161934
  nChanged 4080
		SP:Iteration 1F (150098.930000 sec): 3 clusters
  Score: Raw -1020482.731187 + Penalty 2973.734797 = -1017508.996390
  nChanged 537
		SP:Iteration 2F (150099.160000 sec): 3 clusters
  Score: Raw -1020717.443335 + Penalty 2973.734797 = -1017743.708538
  nChanged 483
		SP:Iteration 3F (150099.370000 sec): 3 clusters
  Score: Raw -1020905.498080 + Penalty 2973.734797 = -1017931.763283
  nChanged 401
		SP:Iteration 4Q (150099.600000 sec): 3 clusters
  Score: Raw -1021050.473349 + Penalty 2973.734797 = -1018076.738552
  nChanged 335
		SP:Iteration 5Q (150099.860000 sec): 3 clusters
  Score: Raw -1021181.042260 + Penalty 2973.734797 = -1018207.307463
  nChanged 325
		SP:Iteration 6Q (150100.080000 sec): 3 clusters
  Score: Raw -1021302.684551 + Penalty 2973.734797 = -1018328.949754
  nChanged 325
		SP:Iteration 7Q (150100.300000 sec): 3 clusters
  Score: Raw -1021445.378617 + Penalty 2973.734797 = -1018471.643820
  nChanged 331
		SP:Iteration 8Q (150100.530000 sec): 3 clusters
  Score: Raw -1021605.378690 + Penalty 2973.734797 = -1018631.643893
  nChanged 368
		SP:Iteration 9Q (150100.760000 sec): 3 clusters
  Score: Raw -1021833.310852 + Penalty 2973.734797 = -1018859.576055
  nChanged 455
		SP:Iteration 10Q (150100.980000 sec): 3 clusters
  Score: Raw -1022153.367207 + Penalty 2973.734797 = -1019179.632410
  nChanged 458
		SP:Iteration 11Q (150101.220000 sec): 3 clusters
  Score: Raw -1022514.453072 + Penalty 2973.734797 = -1019540.718275
  nChanged 415
		SP:Iteration 12Q (150101.410000 sec): 3 clusters
  Score: Raw -1022842.627620 + Penalty 2973.734797 = -1019868.892823
  nChanged 329
		SP:Iteration 13Q (150101.670000 sec): 3 clusters
  Score: Raw -1023097.169839 + Penalty 2973.734797 = -1020123.435042
  nChanged 279
		SP:Iteration 14Q (150101.890000 sec): 3 clusters
  Score: Raw -1023294.966459 + Penalty 2973.734797 = -1020321.231662
  nChanged 208
		SP:Iteration 15Q (150102.050000 sec): 3 clusters
  Score: Raw -1023429.609528 + Penalty 2973.734797 = -1020455.874731
  nChanged 150
		SP:Iteration 16Q (150102.250000 sec): 3 clusters
  Score: Raw -1023523.791648 + Penalty 2973.734797 = -1020550.056851
  nChanged 115
		SP:Iteration 17Q (150102.480000 sec): 3 clusters
  Score: Raw -1023597.682650 + Penalty 2973.734797 = -1020623.947852
  nChanged 102
		SP:Iteration 18Q (150102.670000 sec): 3 clusters
  Score: Raw -1023661.380211 + Penalty 2973.734797 = -1020687.645414
  nChanged 94
		SP:Iteration 19Q (150102.800000 sec): 3 clusters
  Score: Raw -1023711.609649 + Penalty 2973.734797 = -1020737.874852
  nChanged 64
		SP:Iteration 20F (150103.040000 sec): 3 clusters
  Score: Raw -1023743.194600 + Penalty 2973.734797 = -1020769.459803
  nChanged 46
		SP:Iteration 21Q (150103.300000 sec): 3 clusters
  Score: Raw -1023765.849679 + Penalty 2973.734797 = -1020792.114882
  nChanged 30
		SP:Iteration 22Q (150103.540000 sec): 3 clusters
  Score: Raw -1023781.018241 + Penalty 2973.734797 = -1020807.283444
  nChanged 29
		SP:Iteration 23Q (150103.670000 sec): 3 clusters
  Score: Raw -1023795.741768 + Penalty 2973.734797 = -1020822.006971
  nChanged 27
		SP:Iteration 24Q (150103.880000 sec): 3 clusters
  Score: Raw -1023810.908893 + Penalty 2973.734797 = -1020837.174096
  nChanged 25
		SP:Iteration 25Q (150104.030000 sec): 3 clusters
  Score: Raw -1023821.456734 + Penalty 2973.734797 = -1020847.721937
  nChanged 18
		SP:Iteration 26Q (150104.240000 sec): 3 clusters
  Score: Raw -1023828.922505 + Penalty 2973.734797 = -1020855.187707
  nChanged 18
		SP:Iteration 27Q (150104.400000 sec): 3 clusters
  Score: Raw -1023837.385366 + Penalty 2973.734797 = -1020863.650569
  nChanged 10
		SP:Iteration 28Q (150104.590000 sec): 3 clusters
  Score: Raw -1023841.461934 + Penalty 2973.734797 = -1020867.727137
  nChanged 6
		SP:Iteration 29Q (150104.820000 sec): 3 clusters
  Score: Raw -1023845.270312 + Penalty 2973.734797 = -1020871.535515
  nChanged 9
		SP:Iteration 30Q (150105.040000 sec): 3 clusters
  Score: Raw -1023849.830544 + Penalty 2973.734797 = -1020876.095746
  nChanged 6
		SP:Iteration 31Q (150105.260000 sec): 3 clusters
  Score: Raw -1023852.944946 + Penalty 2973.734797 = -1020879.210149
  nChanged 7
		SP:Iteration 32Q (150105.480000 sec): 3 clusters
  Score: Raw -1023856.540416 + Penalty 2973.734797 = -1020882.805619
  nChanged 6
		SP:Iteration 33Q (150105.660000 sec): 3 clusters
  Score: Raw -1023860.024893 + Penalty 2973.734797 = -1020886.290096
  nChanged 9
		SP:Iteration 34Q (150105.870000 sec): 3 clusters
  Score: Raw -1023865.329251 + Penalty 2973.734797 = -1020891.594453
  nChanged 13
		SP:Iteration 35Q (150106.060000 sec): 3 clusters
  Score: Raw -1023873.615945 + Penalty 2973.734797 = -1020899.881148
  nChanged 6
		SP:Iteration 36Q (150106.230000 sec): 3 clusters
  Score: Raw -1023877.534303 + Penalty 2973.734797 = -1020903.799506
  nChanged 7
		SP:Iteration 37Q (150106.440000 sec): 3 clusters
  Score: Raw -1023881.097525 + Penalty 2973.734797 = -1020907.362728
  nChanged 4
		SP:Iteration 38Q (150106.650000 sec): 3 clusters
  Score: Raw -1023882.957342 + Penalty 2973.734797 = -1020909.222545
  nChanged 6
		SP:Iteration 39Q (150106.830000 sec): 3 clusters
  Score: Raw -1023885.403053 + Penalty 2973.734797 = -1020911.668256
  nChanged 5
		SP:Iteration 40F (150107.050000 sec): 3 clusters
  Score: Raw -1023887.621810 + Penalty 2973.734797 = -1020913.887013
  nChanged 4
		SP:Iteration 41Q (150107.260000 sec): 3 clusters
  Score: Raw -1023889.824288 + Penalty 2973.734797 = -1020916.089491
  nChanged 2
		SP:Iteration 42Q (150107.440000 sec): 3 clusters
  Score: Raw -1023890.556140 + Penalty 2973.734797 = -1020916.821343
  nChanged 3
		SP:Iteration 43Q (150107.650000 sec): 3 clusters
  Score: Raw -1023891.497059 + Penalty 2973.734797 = -1020917.762262
  nChanged 0
		SP:Iteration 44F (150107.840000 sec): 3 clusters
  Score: Raw -1023891.497059 + Penalty 2973.734797 = -1020917.762262
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150108.020000 sec): 2 clusters
  Score: Raw -759351.469032 + Penalty 1436.335354 = -757915.133678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150108.200000 sec): 3 clusters
  Score: Raw -755649.156398 + Penalty 2872.670708 = -752776.485690
  nChanged 2861
		SP:Iteration 1F (150108.460000 sec): 3 clusters
  Score: Raw -757347.720396 + Penalty 2872.670708 = -754475.049688
  nChanged 591
		SP:Iteration 2F (150108.650000 sec): 3 clusters
  Score: Raw -757859.567841 + Penalty 2872.670708 = -754986.897133
  nChanged 576
		SP:Iteration 3F (150108.840000 sec): 3 clusters
  Score: Raw -758336.231933 + Penalty 2872.670708 = -755463.561225
  nChanged 473
		SP:Iteration 4F (150109.090000 sec): 3 clusters
  Score: Raw -758709.847815 + Penalty 2872.670708 = -755837.177108
  nChanged 376
		SP:Iteration 5F (150109.260000 sec): 3 clusters
  Score: Raw -758963.612596 + Penalty 2872.670708 = -756090.941888
  nChanged 298
		SP:Iteration 6Q (150109.500000 sec): 3 clusters
  Score: Raw -759145.513015 + Penalty 2872.670708 = -756272.842308
  nChanged 227
		SP:Iteration 7Q (150109.700000 sec): 3 clusters
  Score: Raw -759250.053431 + Penalty 2872.670708 = -756377.382723
  nChanged 159
		SP:Iteration 8Q (150109.920000 sec): 3 clusters
  Score: Raw -759323.540777 + Penalty 2872.670708 = -756450.870070
  nChanged 126
		SP:Iteration 9Q (150110.100000 sec): 3 clusters
  Score: Raw -759372.340692 + Penalty 2872.670708 = -756499.669984
  nChanged 86
		SP:Iteration 10Q (150110.360000 sec): 3 clusters
  Score: Raw -759402.051095 + Penalty 2872.670708 = -756529.380387
  nChanged 72
		SP:Iteration 11Q (150110.550000 sec): 3 clusters
  Score: Raw -759425.088853 + Penalty 2872.670708 = -756552.418145
  nChanged 54
		SP:Iteration 12Q (150110.740000 sec): 3 clusters
  Score: Raw -759441.964156 + Penalty 2872.670708 = -756569.293448
  nChanged 49
		SP:Iteration 13Q (150110.980000 sec): 3 clusters
  Score: Raw -759452.944527 + Penalty 2872.670708 = -756580.273819
  nChanged 42
		SP:Iteration 14Q (150111.180000 sec): 3 clusters
  Score: Raw -759467.661366 + Penalty 2872.670708 = -756594.990658
  nChanged 40
		SP:Iteration 15Q (150111.390000 sec): 3 clusters
  Score: Raw -759479.998237 + Penalty 2872.670708 = -756607.327530
  nChanged 30
		SP:Iteration 16Q (150111.560000 sec): 3 clusters
  Score: Raw -759489.567025 + Penalty 2872.670708 = -756616.896317
  nChanged 27
		SP:Iteration 17Q (150111.780000 sec): 3 clusters
  Score: Raw -759496.173673 + Penalty 2872.670708 = -756623.502966
  nChanged 14
		SP:Iteration 18Q (150111.970000 sec): 3 clusters
  Score: Raw -759499.748006 + Penalty 2872.670708 = -756627.077298
  nChanged 20
		SP:Iteration 19Q (150112.210000 sec): 3 clusters
  Score: Raw -759504.488472 + Penalty 2872.670708 = -756631.817764
  nChanged 13
		SP:Iteration 20F (150112.360000 sec): 3 clusters
  Score: Raw -759507.587812 + Penalty 2872.670708 = -756634.917104
  nChanged 12
		SP:Iteration 21Q (150112.580000 sec): 3 clusters
  Score: Raw -759509.741688 + Penalty 2872.670708 = -756637.070980
  nChanged 8
		SP:Iteration 22Q (150112.770000 sec): 3 clusters
  Score: Raw -759511.716176 + Penalty 2872.670708 = -756639.045469
  nChanged 8
		SP:Iteration 23Q (150112.970000 sec): 3 clusters
  Score: Raw -759513.064727 + Penalty 2872.670708 = -756640.394019
  nChanged 6
		SP:Iteration 24Q (150113.220000 sec): 3 clusters
  Score: Raw -759514.435864 + Penalty 2872.670708 = -756641.765156
  nChanged 7
		SP:Iteration 25Q (150113.370000 sec): 3 clusters
  Score: Raw -759515.863227 + Penalty 2872.670708 = -756643.192519
  nChanged 2
		SP:Iteration 26Q (150113.590000 sec): 3 clusters
  Score: Raw -759516.471821 + Penalty 2872.670708 = -756643.801114
  nChanged 5
		SP:Iteration 27Q (150113.780000 sec): 3 clusters
  Score: Raw -759517.700075 + Penalty 2872.670708 = -756645.029367
  nChanged 8
		SP:Iteration 28Q (150114.020000 sec): 3 clusters
  Score: Raw -759518.864707 + Penalty 2872.670708 = -756646.193999
  nChanged 5
		SP:Iteration 29Q (150114.190000 sec): 3 clusters
  Score: Raw -759519.861445 + Penalty 2872.670708 = -756647.190737
  nChanged 4
		SP:Iteration 30Q (150114.400000 sec): 3 clusters
  Score: Raw -759520.995355 + Penalty 2872.670708 = -756648.324647
  nChanged 8
		SP:Iteration 31Q (150114.610000 sec): 3 clusters
  Score: Raw -759522.425387 + Penalty 2872.670708 = -756649.754679
  nChanged 5
		SP:Iteration 32Q (150114.850000 sec): 3 clusters
  Score: Raw -759523.218390 + Penalty 2872.670708 = -756650.547682
  nChanged 3
		SP:Iteration 33Q (150115.030000 sec): 3 clusters
  Score: Raw -759523.989993 + Penalty 2872.670708 = -756651.319285
  nChanged 3
		SP:Iteration 34Q (150115.250000 sec): 3 clusters
  Score: Raw -759524.672008 + Penalty 2872.670708 = -756652.001301
  nChanged 4
		SP:Iteration 35Q (150115.410000 sec): 3 clusters
  Score: Raw -759525.745055 + Penalty 2872.670708 = -756653.074348
  nChanged 5
		SP:Iteration 36Q (150115.610000 sec): 3 clusters
  Score: Raw -759526.745817 + Penalty 2872.670708 = -756654.075109
  nChanged 5
		SP:Iteration 37Q (150115.840000 sec): 3 clusters
  Score: Raw -759527.617286 + Penalty 2872.670708 = -756654.946578
  nChanged 1
		SP:Iteration 38Q (150116.010000 sec): 3 clusters
  Score: Raw -759527.841847 + Penalty 2872.670708 = -756655.171140
  nChanged 1
		SP:Iteration 39Q (150116.210000 sec): 3 clusters
  Score: Raw -759528.149069 + Penalty 2872.670708 = -756655.478361
  nChanged 1
		SP:Iteration 40F (150116.350000 sec): 3 clusters
  Score: Raw -759528.212068 + Penalty 2872.670708 = -756655.541360
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150116.420000 sec): 2 clusters
  Score: Raw -61269.051235 + Penalty 1036.769912 = -60232.281323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150116.550000 sec): 3 clusters
  Score: Raw -61174.329939 + Penalty 2073.539824 = -59100.790115
  nChanged 140
		SP:Iteration 1F (150116.710000 sec): 3 clusters
  Score: Raw -61365.509337 + Penalty 2073.539824 = -59291.969512
  nChanged 37
		SP:Iteration 2F (150116.850000 sec): 3 clusters
  Score: Raw -61437.062839 + Penalty 2073.539824 = -59363.523014
  nChanged 18
		SP:Iteration 3Q (150116.990000 sec): 3 clusters
  Score: Raw -61470.288083 + Penalty 2073.539824 = -59396.748258
  nChanged 17
		SP:Iteration 4Q (150117.110000 sec): 3 clusters
  Score: Raw -61497.654635 + Penalty 2073.539824 = -59424.114811
  nChanged 7
		SP:Iteration 5Q (150117.260000 sec): 3 clusters
  Score: Raw -61510.997951 + Penalty 2073.539824 = -59437.458127
  nChanged 6
		SP:Iteration 6Q (150117.450000 sec): 3 clusters
  Score: Raw -61518.481132 + Penalty 2073.539824 = -59444.941308
  nChanged 5
		SP:Iteration 7Q (150117.580000 sec): 3 clusters
  Score: Raw -61528.524542 + Penalty 2073.539824 = -59454.984718
  nChanged 4
		SP:Iteration 8Q (150117.770000 sec): 3 clusters
  Score: Raw -61540.616959 + Penalty 2073.539824 = -59467.077134
  nChanged 7
		SP:Iteration 9Q (150117.940000 sec): 3 clusters
  Score: Raw -61555.773558 + Penalty 2073.539824 = -59482.233733
  nChanged 5
		SP:Iteration 10Q (150118.090000 sec): 3 clusters
  Score: Raw -61565.073589 + Penalty 2073.539824 = -59491.533764
  nChanged 6
		SP:Iteration 11Q (150118.280000 sec): 3 clusters
  Score: Raw -61575.747316 + Penalty 2073.539824 = -59502.207492
  nChanged 6
		SP:Iteration 12Q (150118.450000 sec): 3 clusters
  Score: Raw -61588.172582 + Penalty 2073.539824 = -59514.632757
  nChanged 5
		SP:Iteration 13Q (150118.590000 sec): 3 clusters
  Score: Raw -61601.656658 + Penalty 2073.539824 = -59528.116834
  nChanged 4
		SP:Iteration 14Q (150118.780000 sec): 3 clusters
  Score: Raw -61606.183943 + Penalty 2073.539824 = -59532.644118
  nChanged 1
		SP:Iteration 15Q (150118.910000 sec): 3 clusters
  Score: Raw -61606.951637 + Penalty 2073.539824 = -59533.411812
  nChanged 0
		SP:Iteration 16F (150119.120000 sec): 3 clusters
  Score: Raw -61606.951637 + Penalty 2073.539824 = -59533.411812
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150119.300000 sec): 2 clusters
  Score: Raw -1259966.089515 + Penalty 1519.377495 = -1258446.712020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150119.560000 sec): 3 clusters
  Score: Raw -1253363.484338 + Penalty 3038.754990 = -1250324.729348
  nChanged 5056
		SP:Iteration 1F (150119.780000 sec): 3 clusters
  Score: Raw -1256339.049594 + Penalty 3038.754990 = -1253300.294604
  nChanged 863
		SP:Iteration 2F (150120.000000 sec): 3 clusters
  Score: Raw -1256977.802193 + Penalty 3038.754990 = -1253939.047203
  nChanged 888
		SP:Iteration 3F (150120.230000 sec): 3 clusters
  Score: Raw -1257613.137990 + Penalty 3038.754990 = -1254574.383000
  nChanged 879
		SP:Iteration 4F (150120.450000 sec): 3 clusters
  Score: Raw -1258311.002974 + Penalty 3038.754990 = -1255272.247984
  nChanged 806
		SP:Iteration 5F (150120.690000 sec): 3 clusters
  Score: Raw -1258891.593082 + Penalty 3038.754990 = -1255852.838092
  nChanged 666
		SP:Iteration 6F (150120.920000 sec): 3 clusters
  Score: Raw -1259327.949888 + Penalty 3038.754990 = -1256289.194898
  nChanged 497
		SP:Iteration 7Q (150121.180000 sec): 3 clusters
  Score: Raw -1259630.880929 + Penalty 3038.754990 = -1256592.125938
  nChanged 383
		SP:Iteration 8Q (150121.390000 sec): 3 clusters
  Score: Raw -1259839.807718 + Penalty 3038.754990 = -1256801.052728
  nChanged 266
		SP:Iteration 9Q (150121.580000 sec): 3 clusters
  Score: Raw -1259997.558196 + Penalty 3038.754990 = -1256958.803206
  nChanged 239
		SP:Iteration 10Q (150121.820000 sec): 3 clusters
  Score: Raw -1260156.248118 + Penalty 3038.754990 = -1257117.493128
  nChanged 204
		SP:Iteration 11Q (150122.010000 sec): 3 clusters
  Score: Raw -1260272.565527 + Penalty 3038.754990 = -1257233.810536
  nChanged 166
		SP:Iteration 12Q (150122.290000 sec): 3 clusters
  Score: Raw -1260366.229878 + Penalty 3038.754990 = -1257327.474888
  nChanged 126
		SP:Iteration 13Q (150122.500000 sec): 3 clusters
  Score: Raw -1260434.228354 + Penalty 3038.754990 = -1257395.473364
  nChanged 118
		SP:Iteration 14Q (150122.720000 sec): 3 clusters
  Score: Raw -1260492.565337 + Penalty 3038.754990 = -1257453.810347
  nChanged 109
		SP:Iteration 15Q (150122.920000 sec): 3 clusters
  Score: Raw -1260549.896630 + Penalty 3038.754990 = -1257511.141640
  nChanged 106
		SP:Iteration 16Q (150123.180000 sec): 3 clusters
  Score: Raw -1260594.293895 + Penalty 3038.754990 = -1257555.538905
  nChanged 81
		SP:Iteration 17Q (150123.400000 sec): 3 clusters
  Score: Raw -1260629.130694 + Penalty 3038.754990 = -1257590.375704
  nChanged 69
		SP:Iteration 18Q (150123.610000 sec): 3 clusters
  Score: Raw -1260659.966966 + Penalty 3038.754990 = -1257621.211976
  nChanged 59
		SP:Iteration 19Q (150123.860000 sec): 3 clusters
  Score: Raw -1260683.360436 + Penalty 3038.754990 = -1257644.605446
  nChanged 58
		SP:Iteration 20F (150124.100000 sec): 3 clusters
  Score: Raw -1260705.420248 + Penalty 3038.754990 = -1257666.665258
  nChanged 55
		SP:Iteration 21Q (150124.310000 sec): 3 clusters
  Score: Raw -1260728.685918 + Penalty 3038.754990 = -1257689.930928
  nChanged 45
		SP:Iteration 22Q (150124.560000 sec): 3 clusters
  Score: Raw -1260749.705609 + Penalty 3038.754990 = -1257710.950619
  nChanged 40
		SP:Iteration 23Q (150124.760000 sec): 3 clusters
  Score: Raw -1260766.008850 + Penalty 3038.754990 = -1257727.253860
  nChanged 34
		SP:Iteration 24Q (150124.970000 sec): 3 clusters
  Score: Raw -1260783.827982 + Penalty 3038.754990 = -1257745.072992
  nChanged 36
		SP:Iteration 25Q (150125.170000 sec): 3 clusters
  Score: Raw -1260800.580324 + Penalty 3038.754990 = -1257761.825334
  nChanged 30
		SP:Iteration 26Q (150125.430000 sec): 3 clusters
  Score: Raw -1260810.394213 + Penalty 3038.754990 = -1257771.639223
  nChanged 13
		SP:Iteration 27Q (150125.640000 sec): 3 clusters
  Score: Raw -1260816.764128 + Penalty 3038.754990 = -1257778.009138
  nChanged 14
		SP:Iteration 28Q (150125.900000 sec): 3 clusters
  Score: Raw -1260821.337520 + Penalty 3038.754990 = -1257782.582530
  nChanged 15
		SP:Iteration 29Q (150126.100000 sec): 3 clusters
  Score: Raw -1260830.043677 + Penalty 3038.754990 = -1257791.288686
  nChanged 22
		SP:Iteration 30Q (150126.370000 sec): 3 clusters
  Score: Raw -1260843.085867 + Penalty 3038.754990 = -1257804.330877
  nChanged 20
		SP:Iteration 31Q (150126.580000 sec): 3 clusters
  Score: Raw -1260850.939790 + Penalty 3038.754990 = -1257812.184800
  nChanged 12
		SP:Iteration 32Q (150126.810000 sec): 3 clusters
  Score: Raw -1260857.651561 + Penalty 3038.754990 = -1257818.896571
  nChanged 15
		SP:Iteration 33Q (150127.090000 sec): 3 clusters
  Score: Raw -1260868.863589 + Penalty 3038.754990 = -1257830.108599
  nChanged 17
		SP:Iteration 34Q (150127.300000 sec): 3 clusters
  Score: Raw -1260880.768281 + Penalty 3038.754990 = -1257842.013291
  nChanged 13
		SP:Iteration 35Q (150127.550000 sec): 3 clusters
  Score: Raw -1260887.387469 + Penalty 3038.754990 = -1257848.632479
  nChanged 13
		SP:Iteration 36Q (150127.740000 sec): 3 clusters
  Score: Raw -1260894.951574 + Penalty 3038.754990 = -1257856.196584
  nChanged 15
		SP:Iteration 37Q (150128.010000 sec): 3 clusters
  Score: Raw -1260904.934225 + Penalty 3038.754990 = -1257866.179235
  nChanged 10
		SP:Iteration 38Q (150128.190000 sec): 3 clusters
  Score: Raw -1260910.748629 + Penalty 3038.754990 = -1257871.993639
  nChanged 9
		SP:Iteration 39Q (150128.410000 sec): 3 clusters
  Score: Raw -1260915.564129 + Penalty 3038.754990 = -1257876.809139
  nChanged 8
		SP:Iteration 40F (150128.640000 sec): 3 clusters
  Score: Raw -1260919.796581 + Penalty 3038.754990 = -1257881.041591
  nChanged 7
		SP:Iteration 41Q (150128.850000 sec): 3 clusters
  Score: Raw -1260923.470483 + Penalty 3038.754990 = -1257884.715493
  nChanged 5
		SP:Iteration 42Q (150129.080000 sec): 3 clusters
  Score: Raw -1260927.006268 + Penalty 3038.754990 = -1257888.251278
  nChanged 3
		SP:Iteration 43Q (150129.330000 sec): 3 clusters
  Score: Raw -1260928.414801 + Penalty 3038.754990 = -1257889.659811
  nChanged 4
		SP:Iteration 44Q (150129.550000 sec): 3 clusters
  Score: Raw -1260930.671922 + Penalty 3038.754990 = -1257891.916932
  nChanged 3
		SP:Iteration 45Q (150129.730000 sec): 3 clusters
  Score: Raw -1260932.221959 + Penalty 3038.754990 = -1257893.466969
  nChanged 7
		SP:Iteration 46Q (150129.970000 sec): 3 clusters
  Score: Raw -1260936.634176 + Penalty 3038.754990 = -1257897.879186
  nChanged 9
		SP:Iteration 47Q (150130.170000 sec): 3 clusters
  Score: Raw -1260943.487908 + Penalty 3038.754990 = -1257904.732918
  nChanged 8
		SP:Iteration 48Q (150130.370000 sec): 3 clusters
  Score: Raw -1260948.216561 + Penalty 3038.754990 = -1257909.461571
  nChanged 6
		SP:Iteration 49Q (150130.590000 sec): 3 clusters
  Score: Raw -1260949.869250 + Penalty 3038.754990 = -1257911.114260
  nChanged 1
		SP:Iteration 50Q (150130.790000 sec): 3 clusters
  Score: Raw -1260949.986693 + Penalty 3038.754990 = -1257911.231703
  nChanged 0
		SP:Iteration 51F (150131.070000 sec): 3 clusters
  Score: Raw -1260949.986693 + Penalty 3038.754990 = -1257911.231703
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150131.190000 sec): 2 clusters
  Score: Raw -441659.762470 + Penalty 1351.438517 = -440308.323953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150131.370000 sec): 3 clusters
  Score: Raw -439643.423078 + Penalty 2702.877033 = -436940.546045
  nChanged 1585
		SP:Iteration 1F (150131.600000 sec): 3 clusters
  Score: Raw -440578.973366 + Penalty 2702.877033 = -437876.096333
  nChanged 333
		SP:Iteration 2F (150131.770000 sec): 3 clusters
  Score: Raw -440793.227188 + Penalty 2702.877033 = -438090.350155
  nChanged 247
		SP:Iteration 3F (150131.960000 sec): 3 clusters
  Score: Raw -440933.235508 + Penalty 2702.877033 = -438230.358474
  nChanged 179
		SP:Iteration 4Q (150132.210000 sec): 3 clusters
  Score: Raw -441023.900462 + Penalty 2702.877033 = -438321.023428
  nChanged 153
		SP:Iteration 5Q (150132.360000 sec): 3 clusters
  Score: Raw -441116.322842 + Penalty 2702.877033 = -438413.445809
  nChanged 150
		SP:Iteration 6Q (150132.550000 sec): 3 clusters
  Score: Raw -441222.390631 + Penalty 2702.877033 = -438519.513598
  nChanged 149
		SP:Iteration 7Q (150132.710000 sec): 3 clusters
  Score: Raw -441341.571013 + Penalty 2702.877033 = -438638.693980
  nChanged 165
		SP:Iteration 8Q (150132.910000 sec): 3 clusters
  Score: Raw -441473.211646 + Penalty 2702.877033 = -438770.334613
  nChanged 151
		SP:Iteration 9Q (150133.120000 sec): 3 clusters
  Score: Raw -441584.217641 + Penalty 2702.877033 = -438881.340608
  nChanged 131
		SP:Iteration 10Q (150133.260000 sec): 3 clusters
  Score: Raw -441674.795927 + Penalty 2702.877033 = -438971.918894
  nChanged 115
		SP:Iteration 11Q (150133.420000 sec): 3 clusters
  Score: Raw -441759.486100 + Penalty 2702.877033 = -439056.609066
  nChanged 108
		SP:Iteration 12Q (150133.630000 sec): 3 clusters
  Score: Raw -441847.414743 + Penalty 2702.877033 = -439144.537709
  nChanged 105
		SP:Iteration 13Q (150133.840000 sec): 3 clusters
  Score: Raw -441939.364946 + Penalty 2702.877033 = -439236.487913
  nChanged 92
		SP:Iteration 14Q (150134.010000 sec): 3 clusters
  Score: Raw -442025.103911 + Penalty 2702.877033 = -439322.226878
  nChanged 97
		SP:Iteration 15Q (150134.240000 sec): 3 clusters
  Score: Raw -442111.582669 + Penalty 2702.877033 = -439408.705636
  nChanged 50
		SP:Iteration 16Q (150134.410000 sec): 3 clusters
  Score: Raw -442147.287670 + Penalty 2702.877033 = -439444.410637
  nChanged 33
		SP:Iteration 17Q (150134.590000 sec): 3 clusters
  Score: Raw -442166.727384 + Penalty 2702.877033 = -439463.850351
  nChanged 29
		SP:Iteration 18Q (150134.790000 sec): 3 clusters
  Score: Raw -442180.460705 + Penalty 2702.877033 = -439477.583671
  nChanged 24
		SP:Iteration 19Q (150135.020000 sec): 3 clusters
  Score: Raw -442193.936893 + Penalty 2702.877033 = -439491.059859
  nChanged 24
		SP:Iteration 20F (150135.190000 sec): 3 clusters
  Score: Raw -442205.206104 + Penalty 2702.877033 = -439502.329071
  nChanged 14
		SP:Iteration 21Q (150135.390000 sec): 3 clusters
  Score: Raw -442211.347241 + Penalty 2702.877033 = -439508.470208
  nChanged 11
		SP:Iteration 22Q (150135.570000 sec): 3 clusters
  Score: Raw -442216.010308 + Penalty 2702.877033 = -439513.133275
  nChanged 9
		SP:Iteration 23Q (150135.750000 sec): 3 clusters
  Score: Raw -442219.388729 + Penalty 2702.877033 = -439516.511696
  nChanged 3
		SP:Iteration 24Q (150135.950000 sec): 3 clusters
  Score: Raw -442219.860581 + Penalty 2702.877033 = -439516.983548
  nChanged 1
		SP:Iteration 25Q (150136.140000 sec): 3 clusters
  Score: Raw -442219.941708 + Penalty 2702.877033 = -439517.064674
  nChanged 1
		SP:Iteration 26Q (150136.310000 sec): 3 clusters
  Score: Raw -442220.380640 + Penalty 2702.877033 = -439517.503607
  nChanged 1
		SP:Iteration 27Q (150136.510000 sec): 3 clusters
  Score: Raw -442220.864367 + Penalty 2702.877033 = -439517.987334
  nChanged 2
		SP:Iteration 28Q (150136.720000 sec): 3 clusters
  Score: Raw -442221.534353 + Penalty 2702.877033 = -439518.657320
  nChanged 0
		SP:Iteration 29F (150136.890000 sec): 3 clusters
  Score: Raw -442221.534353 + Penalty 2702.877033 = -439518.657320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150137.050000 sec): 2 clusters
  Score: Raw -1255921.938113 + Penalty 1531.058271 = -1254390.879841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150137.320000 sec): 3 clusters
  Score: Raw -1248831.153790 + Penalty 3062.116543 = -1245769.037247
  nChanged 5387
		SP:Iteration 1F (150137.590000 sec): 3 clusters
  Score: Raw -1251700.665719 + Penalty 3062.116543 = -1248638.549177
  nChanged 737
		SP:Iteration 2F (150137.830000 sec): 3 clusters
  Score: Raw -1252075.247467 + Penalty 3062.116543 = -1249013.130924
  nChanged 694
		SP:Iteration 3F (150138.070000 sec): 3 clusters
  Score: Raw -1252452.627578 + Penalty 3062.116543 = -1249390.511036
  nChanged 693
		SP:Iteration 4F (150138.270000 sec): 3 clusters
  Score: Raw -1252884.901279 + Penalty 3062.116543 = -1249822.784736
  nChanged 680
		SP:Iteration 5F (150138.500000 sec): 3 clusters
  Score: Raw -1253307.898292 + Penalty 3062.116543 = -1250245.781750
  nChanged 636
		SP:Iteration 6F (150138.740000 sec): 3 clusters
  Score: Raw -1253678.708704 + Penalty 3062.116543 = -1250616.592162
  nChanged 555
		SP:Iteration 7Q (150139.020000 sec): 3 clusters
  Score: Raw -1254023.418567 + Penalty 3062.116543 = -1250961.302025
  nChanged 533
		SP:Iteration 8Q (150139.240000 sec): 3 clusters
  Score: Raw -1254315.723669 + Penalty 3062.116543 = -1251253.607127
  nChanged 485
		SP:Iteration 9Q (150139.450000 sec): 3 clusters
  Score: Raw -1254547.602803 + Penalty 3062.116543 = -1251485.486261
  nChanged 408
		SP:Iteration 10Q (150139.710000 sec): 3 clusters
  Score: Raw -1254733.752025 + Penalty 3062.116543 = -1251671.635483
  nChanged 326
		SP:Iteration 11Q (150139.930000 sec): 3 clusters
  Score: Raw -1254861.185931 + Penalty 3062.116543 = -1251799.069389
  nChanged 274
		SP:Iteration 12Q (150140.140000 sec): 3 clusters
  Score: Raw -1254951.668333 + Penalty 3062.116543 = -1251889.551790
  nChanged 185
		SP:Iteration 13Q (150140.370000 sec): 3 clusters
  Score: Raw -1255005.086625 + Penalty 3062.116543 = -1251942.970082
  nChanged 165
		SP:Iteration 14Q (150140.600000 sec): 3 clusters
  Score: Raw -1255045.714321 + Penalty 3062.116543 = -1251983.597779
  nChanged 135
		SP:Iteration 15Q (150140.840000 sec): 3 clusters
  Score: Raw -1255075.712748 + Penalty 3062.116543 = -1252013.596206
  nChanged 90
		SP:Iteration 16Q (150141.080000 sec): 3 clusters
  Score: Raw -1255097.605066 + Penalty 3062.116543 = -1252035.488523
  nChanged 97
		SP:Iteration 17Q (150141.340000 sec): 3 clusters
  Score: Raw -1255122.559075 + Penalty 3062.116543 = -1252060.442533
  nChanged 87
		SP:Iteration 18Q (150141.600000 sec): 3 clusters
  Score: Raw -1255145.291320 + Penalty 3062.116543 = -1252083.174777
  nChanged 91
		SP:Iteration 19Q (150141.860000 sec): 3 clusters
  Score: Raw -1255169.199136 + Penalty 3062.116543 = -1252107.082594
  nChanged 79
		SP:Iteration 20F (150142.120000 sec): 3 clusters
  Score: Raw -1255189.936361 + Penalty 3062.116543 = -1252127.819819
  nChanged 85
		SP:Iteration 21Q (150142.360000 sec): 3 clusters
  Score: Raw -1255214.507615 + Penalty 3062.116543 = -1252152.391072
  nChanged 84
		SP:Iteration 22Q (150142.580000 sec): 3 clusters
  Score: Raw -1255239.113279 + Penalty 3062.116543 = -1252176.996737
  nChanged 96
		SP:Iteration 23Q (150142.810000 sec): 3 clusters
  Score: Raw -1255262.226736 + Penalty 3062.116543 = -1252200.110194
  nChanged 91
		SP:Iteration 24Q (150143.040000 sec): 3 clusters
  Score: Raw -1255282.824104 + Penalty 3062.116543 = -1252220.707562
  nChanged 77
		SP:Iteration 25Q (150143.260000 sec): 3 clusters
  Score: Raw -1255301.336362 + Penalty 3062.116543 = -1252239.219820
  nChanged 87
		SP:Iteration 26Q (150143.520000 sec): 3 clusters
  Score: Raw -1255321.114453 + Penalty 3062.116543 = -1252258.997911
  nChanged 88
		SP:Iteration 27Q (150143.730000 sec): 3 clusters
  Score: Raw -1255342.408590 + Penalty 3062.116543 = -1252280.292047
  nChanged 93
		SP:Iteration 28Q (150143.970000 sec): 3 clusters
  Score: Raw -1255367.374080 + Penalty 3062.116543 = -1252305.257538
  nChanged 75
		SP:Iteration 29Q (150144.160000 sec): 3 clusters
  Score: Raw -1255389.218024 + Penalty 3062.116543 = -1252327.101481
  nChanged 87
		SP:Iteration 30Q (150144.400000 sec): 3 clusters
  Score: Raw -1255413.595847 + Penalty 3062.116543 = -1252351.479305
  nChanged 94
		SP:Iteration 31Q (150144.650000 sec): 3 clusters
  Score: Raw -1255438.471813 + Penalty 3062.116543 = -1252376.355270
  nChanged 88
		SP:Iteration 32Q (150144.870000 sec): 3 clusters
  Score: Raw -1255463.760440 + Penalty 3062.116543 = -1252401.643897
  nChanged 89
		SP:Iteration 33Q (150145.110000 sec): 3 clusters
  Score: Raw -1255491.965506 + Penalty 3062.116543 = -1252429.848963
  nChanged 96
		SP:Iteration 34Q (150145.320000 sec): 3 clusters
  Score: Raw -1255517.828801 + Penalty 3062.116543 = -1252455.712258
  nChanged 86
		SP:Iteration 35Q (150145.550000 sec): 3 clusters
  Score: Raw -1255540.792024 + Penalty 3062.116543 = -1252478.675481
  nChanged 98
		SP:Iteration 36Q (150145.760000 sec): 3 clusters
  Score: Raw -1255568.352074 + Penalty 3062.116543 = -1252506.235531
  nChanged 92
		SP:Iteration 37Q (150145.990000 sec): 3 clusters
  Score: Raw -1255596.398688 + Penalty 3062.116543 = -1252534.282145
  nChanged 111
		SP:Iteration 38Q (150146.240000 sec): 3 clusters
  Score: Raw -1255631.641403 + Penalty 3062.116543 = -1252569.524861
  nChanged 110
		SP:Iteration 39Q (150146.460000 sec): 3 clusters
  Score: Raw -1255667.078773 + Penalty 3062.116543 = -1252604.962230
  nChanged 95
		SP:Iteration 40F (150146.670000 sec): 3 clusters
  Score: Raw -1255693.632352 + Penalty 3062.116543 = -1252631.515809
  nChanged 97
		SP:Iteration 41Q (150146.920000 sec): 3 clusters
  Score: Raw -1255726.113930 + Penalty 3062.116543 = -1252663.997387
  nChanged 96
		SP:Iteration 42Q (150147.140000 sec): 3 clusters
  Score: Raw -1255755.501639 + Penalty 3062.116543 = -1252693.385097
  nChanged 83
		SP:Iteration 43Q (150147.380000 sec): 3 clusters
  Score: Raw -1255778.411168 + Penalty 3062.116543 = -1252716.294625
  nChanged 86
		SP:Iteration 44Q (150147.590000 sec): 3 clusters
  Score: Raw -1255799.315063 + Penalty 3062.116543 = -1252737.198520
  nChanged 68
		SP:Iteration 45Q (150147.820000 sec): 3 clusters
  Score: Raw -1255816.190268 + Penalty 3062.116543 = -1252754.073726
  nChanged 72
		SP:Iteration 46Q (150148.040000 sec): 3 clusters
  Score: Raw -1255834.753337 + Penalty 3062.116543 = -1252772.636794
  nChanged 86
		SP:Iteration 47Q (150148.270000 sec): 3 clusters
  Score: Raw -1255863.552792 + Penalty 3062.116543 = -1252801.436249
  nChanged 91
		SP:Iteration 48Q (150148.510000 sec): 3 clusters
  Score: Raw -1255894.098286 + Penalty 3062.116543 = -1252831.981743
  nChanged 83
		SP:Iteration 49Q (150148.750000 sec): 3 clusters
  Score: Raw -1255919.112480 + Penalty 3062.116543 = -1252856.995938
  nChanged 75
		SP:Iteration 50Q (150148.980000 sec): 3 clusters
  Score: Raw -1255945.138296 + Penalty 3062.116543 = -1252883.021754
  nChanged 86
		SP:Iteration 51Q (150149.200000 sec): 3 clusters
  Score: Raw -1255978.248691 + Penalty 3062.116543 = -1252916.132148
  nChanged 74
		SP:Iteration 52Q (150149.410000 sec): 3 clusters
  Score: Raw -1256007.103433 + Penalty 3062.116543 = -1252944.986890
  nChanged 72
		SP:Iteration 53Q (150149.650000 sec): 3 clusters
  Score: Raw -1256029.197645 + Penalty 3062.116543 = -1252967.081102
  nChanged 59
		SP:Iteration 54Q (150149.890000 sec): 3 clusters
  Score: Raw -1256046.220684 + Penalty 3062.116543 = -1252984.104142
  nChanged 49
		SP:Iteration 55Q (150150.100000 sec): 3 clusters
  Score: Raw -1256058.200816 + Penalty 3062.116543 = -1252996.084273
  nChanged 41
		SP:Iteration 56Q (150150.370000 sec): 3 clusters
  Score: Raw -1256068.720728 + Penalty 3062.116543 = -1253006.604186
  nChanged 45
		SP:Iteration 57Q (150150.550000 sec): 3 clusters
  Score: Raw -1256082.235419 + Penalty 3062.116543 = -1253020.118876
  nChanged 39
		SP:Iteration 58Q (150150.790000 sec): 3 clusters
  Score: Raw -1256092.028299 + Penalty 3062.116543 = -1253029.911757
  nChanged 30
		SP:Iteration 59Q (150150.960000 sec): 3 clusters
  Score: Raw -1256099.717598 + Penalty 3062.116543 = -1253037.601055
  nChanged 25
		SP:Iteration 60F (150151.210000 sec): 3 clusters
  Score: Raw -1256105.426803 + Penalty 3062.116543 = -1253043.310260
  nChanged 28
		SP:Iteration 61Q (150151.410000 sec): 3 clusters
  Score: Raw -1256111.303658 + Penalty 3062.116543 = -1253049.187115
  nChanged 22
		SP:Iteration 62Q (150151.610000 sec): 3 clusters
  Score: Raw -1256115.964776 + Penalty 3062.116543 = -1253053.848233
  nChanged 20
		SP:Iteration 63Q (150151.820000 sec): 3 clusters
  Score: Raw -1256119.614425 + Penalty 3062.116543 = -1253057.497882
  nChanged 20
		SP:Iteration 64Q (150152.070000 sec): 3 clusters
  Score: Raw -1256125.128677 + Penalty 3062.116543 = -1253063.012134
  nChanged 21
		SP:Iteration 65Q (150152.310000 sec): 3 clusters
  Score: Raw -1256130.818768 + Penalty 3062.116543 = -1253068.702226
  nChanged 27
		SP:Iteration 66Q (150152.490000 sec): 3 clusters
  Score: Raw -1256137.255942 + Penalty 3062.116543 = -1253075.139400
  nChanged 15
		SP:Iteration 67Q (150152.710000 sec): 3 clusters
  Score: Raw -1256141.127102 + Penalty 3062.116543 = -1253079.010560
  nChanged 24
		SP:Iteration 68Q (150152.940000 sec): 3 clusters
  Score: Raw -1256146.837319 + Penalty 3062.116543 = -1253084.720776
  nChanged 24
		SP:Iteration 69Q (150153.170000 sec): 3 clusters
  Score: Raw -1256153.180905 + Penalty 3062.116543 = -1253091.064363
  nChanged 22
		SP:Iteration 70Q (150153.410000 sec): 3 clusters
  Score: Raw -1256158.184233 + Penalty 3062.116543 = -1253096.067690
  nChanged 23
		SP:Iteration 71Q (150153.630000 sec): 3 clusters
  Score: Raw -1256164.194955 + Penalty 3062.116543 = -1253102.078412
  nChanged 21
		SP:Iteration 72Q (150153.840000 sec): 3 clusters
  Score: Raw -1256169.062333 + Penalty 3062.116543 = -1253106.945791
  nChanged 21
		SP:Iteration 73Q (150154.050000 sec): 3 clusters
  Score: Raw -1256175.735906 + Penalty 3062.116543 = -1253113.619364
  nChanged 24
		SP:Iteration 74Q (150154.270000 sec): 3 clusters
  Score: Raw -1256184.297821 + Penalty 3062.116543 = -1253122.181278
  nChanged 31
		SP:Iteration 75Q (150154.540000 sec): 3 clusters
  Score: Raw -1256193.624191 + Penalty 3062.116543 = -1253131.507649
  nChanged 28
		SP:Iteration 76Q (150154.710000 sec): 3 clusters
  Score: Raw -1256204.026727 + Penalty 3062.116543 = -1253141.910184
  nChanged 29
		SP:Iteration 77Q (150154.910000 sec): 3 clusters
  Score: Raw -1256212.970935 + Penalty 3062.116543 = -1253150.854393
  nChanged 23
		SP:Iteration 78Q (150155.070000 sec): 3 clusters
  Score: Raw -1256221.516650 + Penalty 3062.116543 = -1253159.400108
  nChanged 21
		SP:Iteration 79Q (150155.280000 sec): 3 clusters
  Score: Raw -1256229.208279 + Penalty 3062.116543 = -1253167.091736
  nChanged 31
		SP:Iteration 80F (150155.510000 sec): 3 clusters
  Score: Raw -1256242.931919 + Penalty 3062.116543 = -1253180.815377
  nChanged 28
		SP:Iteration 81Q (150155.730000 sec): 3 clusters
  Score: Raw -1256256.492393 + Penalty 3062.116543 = -1253194.375851
  nChanged 35
		SP:Iteration 82Q (150155.970000 sec): 3 clusters
  Score: Raw -1256275.035304 + Penalty 3062.116543 = -1253212.918761
  nChanged 37
		SP:Iteration 83Q (150156.170000 sec): 3 clusters
  Score: Raw -1256292.010278 + Penalty 3062.116543 = -1253229.893735
  nChanged 33
		SP:Iteration 84Q (150156.410000 sec): 3 clusters
  Score: Raw -1256306.869222 + Penalty 3062.116543 = -1253244.752679
  nChanged 40
		SP:Iteration 85Q (150156.630000 sec): 3 clusters
  Score: Raw -1256328.367266 + Penalty 3062.116543 = -1253266.250723
  nChanged 34
		SP:Iteration 86Q (150156.860000 sec): 3 clusters
  Score: Raw -1256349.265070 + Penalty 3062.116543 = -1253287.148527
  nChanged 29
		SP:Iteration 87Q (150157.090000 sec): 3 clusters
  Score: Raw -1256367.113165 + Penalty 3062.116543 = -1253304.996622
  nChanged 25
		SP:Iteration 88Q (150157.270000 sec): 3 clusters
  Score: Raw -1256377.136603 + Penalty 3062.116543 = -1253315.020060
  nChanged 29
		SP:Iteration 89Q (150157.470000 sec): 3 clusters
  Score: Raw -1256389.050003 + Penalty 3062.116543 = -1253326.933460
  nChanged 18
		SP:Iteration 90Q (150157.680000 sec): 3 clusters
  Score: Raw -1256397.376109 + Penalty 3062.116543 = -1253335.259567
  nChanged 16
		SP:Iteration 91Q (150157.900000 sec): 3 clusters
  Score: Raw -1256404.695761 + Penalty 3062.116543 = -1253342.579219
  nChanged 20
		SP:Iteration 92Q (150158.110000 sec): 3 clusters
  Score: Raw -1256415.170967 + Penalty 3062.116543 = -1253353.054424
  nChanged 15
		SP:Iteration 93Q (150158.320000 sec): 3 clusters
  Score: Raw -1256425.782081 + Penalty 3062.116543 = -1253363.665539
  nChanged 12
		SP:Iteration 94Q (150158.530000 sec): 3 clusters
  Score: Raw -1256431.133344 + Penalty 3062.116543 = -1253369.016802
  nChanged 9
		SP:Iteration 95Q (150158.780000 sec): 3 clusters
  Score: Raw -1256433.954497 + Penalty 3062.116543 = -1253371.837954
  nChanged 4
		SP:Iteration 96Q (150159.020000 sec): 3 clusters
  Score: Raw -1256436.473449 + Penalty 3062.116543 = -1253374.356906
  nChanged 10
		SP:Iteration 97Q (150159.200000 sec): 3 clusters
  Score: Raw -1256439.940888 + Penalty 3062.116543 = -1253377.824346
  nChanged 10
		SP:Iteration 98Q (150159.450000 sec): 3 clusters
  Score: Raw -1256443.423042 + Penalty 3062.116543 = -1253381.306500
  nChanged 8
		SP:Iteration 99Q (150159.640000 sec): 3 clusters
  Score: Raw -1256445.823556 + Penalty 3062.116543 = -1253383.707014
  nChanged 5
		SP:Iteration 100F (150159.870000 sec): 3 clusters
  Score: Raw -1256446.956237 + Penalty 3062.116543 = -1253384.839694
  nChanged 2
		SP:Iteration 101Q (150160.080000 sec): 3 clusters
  Score: Raw -1256447.675483 + Penalty 3062.116543 = -1253385.558941
  nChanged 2
		SP:Iteration 102Q (150160.290000 sec): 3 clusters
  Score: Raw -1256448.351384 + Penalty 3062.116543 = -1253386.234841
  nChanged 1
		SP:Iteration 103Q (150160.520000 sec): 3 clusters
  Score: Raw -1256448.607678 + Penalty 3062.116543 = -1253386.491135
  nChanged 1
		SP:Iteration 104Q (150160.760000 sec): 3 clusters
  Score: Raw -1256449.069160 + Penalty 3062.116543 = -1253386.952617
  nChanged 1
		SP:Iteration 105Q (150160.970000 sec): 3 clusters
  Score: Raw -1256449.463572 + Penalty 3062.116543 = -1253387.347029
  nChanged 1
		SP:Iteration 106Q (150161.190000 sec): 3 clusters
  Score: Raw -1256449.555544 + Penalty 3062.116543 = -1253387.439001
  nChanged 0
		SP:Iteration 107F (150161.370000 sec): 3 clusters
  Score: Raw -1256449.555544 + Penalty 3062.116543 = -1253387.439001
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150161.580000 sec): 2 clusters
  Score: Raw -1192266.148170 + Penalty 1506.684681 = -1190759.463489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150161.820000 sec): 3 clusters
  Score: Raw -1186343.811304 + Penalty 3013.369361 = -1183330.441943
  nChanged 4546
		SP:Iteration 1F (150162.010000 sec): 3 clusters
  Score: Raw -1188877.769418 + Penalty 3013.369361 = -1185864.400056
  nChanged 680
		SP:Iteration 2F (150162.240000 sec): 3 clusters
  Score: Raw -1189215.289828 + Penalty 3013.369361 = -1186201.920466
  nChanged 615
		SP:Iteration 3F (150162.450000 sec): 3 clusters
  Score: Raw -1189544.712800 + Penalty 3013.369361 = -1186531.343439
  nChanged 572
		SP:Iteration 4F (150162.710000 sec): 3 clusters
  Score: Raw -1189864.039591 + Penalty 3013.369361 = -1186850.670230
  nChanged 592
		SP:Iteration 5F (150162.890000 sec): 3 clusters
  Score: Raw -1190217.227442 + Penalty 3013.369361 = -1187203.858081
  nChanged 597
		SP:Iteration 6F (150163.140000 sec): 3 clusters
  Score: Raw -1190596.693377 + Penalty 3013.369361 = -1187583.324015
  nChanged 623
		SP:Iteration 7F (150163.390000 sec): 3 clusters
  Score: Raw -1190973.500441 + Penalty 3013.369361 = -1187960.131079
  nChanged 488
		SP:Iteration 8Q (150163.580000 sec): 3 clusters
  Score: Raw -1191233.401255 + Penalty 3013.369361 = -1188220.031894
  nChanged 397
		SP:Iteration 9Q (150163.810000 sec): 3 clusters
  Score: Raw -1191417.231291 + Penalty 3013.369361 = -1188403.861930
  nChanged 318
		SP:Iteration 10Q (150163.980000 sec): 3 clusters
  Score: Raw -1191540.098765 + Penalty 3013.369361 = -1188526.729403
  nChanged 217
		SP:Iteration 11Q (150164.170000 sec): 3 clusters
  Score: Raw -1191602.956610 + Penalty 3013.369361 = -1188589.587249
  nChanged 165
		SP:Iteration 12Q (150164.420000 sec): 3 clusters
  Score: Raw -1191649.468990 + Penalty 3013.369361 = -1188636.099628
  nChanged 140
		SP:Iteration 13Q (150164.660000 sec): 3 clusters
  Score: Raw -1191691.267786 + Penalty 3013.369361 = -1188677.898425
  nChanged 140
		SP:Iteration 14Q (150164.900000 sec): 3 clusters
  Score: Raw -1191728.016013 + Penalty 3013.369361 = -1188714.646652
  nChanged 105
		SP:Iteration 15Q (150165.110000 sec): 3 clusters
  Score: Raw -1191755.910871 + Penalty 3013.369361 = -1188742.541510
  nChanged 104
		SP:Iteration 16Q (150165.340000 sec): 3 clusters
  Score: Raw -1191786.292539 + Penalty 3013.369361 = -1188772.923177
  nChanged 114
		SP:Iteration 17Q (150165.520000 sec): 3 clusters
  Score: Raw -1191818.103844 + Penalty 3013.369361 = -1188804.734482
  nChanged 100
		SP:Iteration 18Q (150165.760000 sec): 3 clusters
  Score: Raw -1191844.933395 + Penalty 3013.369361 = -1188831.564034
  nChanged 104
		SP:Iteration 19Q (150165.980000 sec): 3 clusters
  Score: Raw -1191873.839267 + Penalty 3013.369361 = -1188860.469906
  nChanged 96
		SP:Iteration 20F (150166.240000 sec): 3 clusters
  Score: Raw -1191902.004825 + Penalty 3013.369361 = -1188888.635464
  nChanged 82
		SP:Iteration 21Q (150166.470000 sec): 3 clusters
  Score: Raw -1191926.437758 + Penalty 3013.369361 = -1188913.068396
  nChanged 75
		SP:Iteration 22Q (150166.750000 sec): 3 clusters
  Score: Raw -1191950.797190 + Penalty 3013.369361 = -1188937.427828
  nChanged 82
		SP:Iteration 23Q (150166.960000 sec): 3 clusters
  Score: Raw -1191977.573263 + Penalty 3013.369361 = -1188964.203901
  nChanged 70
		SP:Iteration 24Q (150167.190000 sec): 3 clusters
  Score: Raw -1192000.520502 + Penalty 3013.369361 = -1188987.151140
  nChanged 64
		SP:Iteration 25Q (150167.450000 sec): 3 clusters
  Score: Raw -1192019.282035 + Penalty 3013.369361 = -1189005.912673
  nChanged 58
		SP:Iteration 26Q (150167.730000 sec): 3 clusters
  Score: Raw -1192039.464265 + Penalty 3013.369361 = -1189026.094903
  nChanged 56
		SP:Iteration 27Q (150167.920000 sec): 3 clusters
  Score: Raw -1192054.106192 + Penalty 3013.369361 = -1189040.736830
  nChanged 55
		SP:Iteration 28Q (150168.160000 sec): 3 clusters
  Score: Raw -1192069.303852 + Penalty 3013.369361 = -1189055.934491
  nChanged 48
		SP:Iteration 29Q (150168.410000 sec): 3 clusters
  Score: Raw -1192081.642978 + Penalty 3013.369361 = -1189068.273617
  nChanged 45
		SP:Iteration 30Q (150168.670000 sec): 3 clusters
  Score: Raw -1192097.667571 + Penalty 3013.369361 = -1189084.298209
  nChanged 45
		SP:Iteration 31Q (150168.910000 sec): 3 clusters
  Score: Raw -1192114.821519 + Penalty 3013.369361 = -1189101.452158
  nChanged 44
		SP:Iteration 32Q (150169.100000 sec): 3 clusters
  Score: Raw -1192130.215199 + Penalty 3013.369361 = -1189116.845837
  nChanged 41
		SP:Iteration 33Q (150169.340000 sec): 3 clusters
  Score: Raw -1192141.608501 + Penalty 3013.369361 = -1189128.239139
  nChanged 30
		SP:Iteration 34Q (150169.560000 sec): 3 clusters
  Score: Raw -1192151.164922 + Penalty 3013.369361 = -1189137.795560
  nChanged 20
		SP:Iteration 35Q (150169.810000 sec): 3 clusters
  Score: Raw -1192156.127459 + Penalty 3013.369361 = -1189142.758098
  nChanged 14
		SP:Iteration 36Q (150170.030000 sec): 3 clusters
  Score: Raw -1192159.828929 + Penalty 3013.369361 = -1189146.459567
  nChanged 16
		SP:Iteration 37Q (150170.280000 sec): 3 clusters
  Score: Raw -1192165.040387 + Penalty 3013.369361 = -1189151.671025
  nChanged 14
		SP:Iteration 38Q (150170.540000 sec): 3 clusters
  Score: Raw -1192170.245651 + Penalty 3013.369361 = -1189156.876290
  nChanged 9
		SP:Iteration 39Q (150170.760000 sec): 3 clusters
  Score: Raw -1192172.657653 + Penalty 3013.369361 = -1189159.288291
  nChanged 12
		SP:Iteration 40F (150171.030000 sec): 3 clusters
  Score: Raw -1192176.368812 + Penalty 3013.369361 = -1189162.999451
  nChanged 12
		SP:Iteration 41Q (150171.230000 sec): 3 clusters
  Score: Raw -1192179.110908 + Penalty 3013.369361 = -1189165.741547
  nChanged 11
		SP:Iteration 42Q (150171.430000 sec): 3 clusters
  Score: Raw -1192182.940403 + Penalty 3013.369361 = -1189169.571042
  nChanged 7
		SP:Iteration 43Q (150171.670000 sec): 3 clusters
  Score: Raw -1192184.578449 + Penalty 3013.369361 = -1189171.209088
  nChanged 11
		SP:Iteration 44Q (150171.880000 sec): 3 clusters
  Score: Raw -1192187.717935 + Penalty 3013.369361 = -1189174.348573
  nChanged 15
		SP:Iteration 45Q (150172.120000 sec): 3 clusters
  Score: Raw -1192193.176133 + Penalty 3013.369361 = -1189179.806772
  nChanged 23
		SP:Iteration 46Q (150172.310000 sec): 3 clusters
  Score: Raw -1192201.016964 + Penalty 3013.369361 = -1189187.647603
  nChanged 24
		SP:Iteration 47Q (150172.510000 sec): 3 clusters
  Score: Raw -1192209.919799 + Penalty 3013.369361 = -1189196.550438
  nChanged 27
		SP:Iteration 48Q (150172.740000 sec): 3 clusters
  Score: Raw -1192218.145884 + Penalty 3013.369361 = -1189204.776522
  nChanged 29
		SP:Iteration 49Q (150173.000000 sec): 3 clusters
  Score: Raw -1192230.057166 + Penalty 3013.369361 = -1189216.687804
  nChanged 24
		SP:Iteration 50Q (150173.210000 sec): 3 clusters
  Score: Raw -1192240.983856 + Penalty 3013.369361 = -1189227.614495
  nChanged 24
		SP:Iteration 51Q (150173.450000 sec): 3 clusters
  Score: Raw -1192249.638601 + Penalty 3013.369361 = -1189236.269239
  nChanged 25
		SP:Iteration 52Q (150173.680000 sec): 3 clusters
  Score: Raw -1192262.069265 + Penalty 3013.369361 = -1189248.699904
  nChanged 28
		SP:Iteration 53Q (150173.870000 sec): 3 clusters
  Score: Raw -1192274.267052 + Penalty 3013.369361 = -1189260.897690
  nChanged 23
		SP:Iteration 54Q (150174.130000 sec): 3 clusters
  Score: Raw -1192283.214457 + Penalty 3013.369361 = -1189269.845096
  nChanged 20
		SP:Iteration 55Q (150174.310000 sec): 3 clusters
  Score: Raw -1192292.769412 + Penalty 3013.369361 = -1189279.400050
  nChanged 23
		SP:Iteration 56Q (150174.550000 sec): 3 clusters
  Score: Raw -1192301.959454 + Penalty 3013.369361 = -1189288.590092
  nChanged 22
		SP:Iteration 57Q (150174.790000 sec): 3 clusters
  Score: Raw -1192310.497301 + Penalty 3013.369361 = -1189297.127939
  nChanged 18
		SP:Iteration 58Q (150174.990000 sec): 3 clusters
  Score: Raw -1192319.307580 + Penalty 3013.369361 = -1189305.938218
  nChanged 18
		SP:Iteration 59Q (150175.190000 sec): 3 clusters
  Score: Raw -1192328.081030 + Penalty 3013.369361 = -1189314.711669
  nChanged 16
		SP:Iteration 60F (150175.390000 sec): 3 clusters
  Score: Raw -1192335.845758 + Penalty 3013.369361 = -1189322.476397
  nChanged 21
		SP:Iteration 61Q (150175.630000 sec): 3 clusters
  Score: Raw -1192346.507549 + Penalty 3013.369361 = -1189333.138187
  nChanged 24
		SP:Iteration 62Q (150175.830000 sec): 3 clusters
  Score: Raw -1192359.315759 + Penalty 3013.369361 = -1189345.946398
  nChanged 18
		SP:Iteration 63Q (150176.080000 sec): 3 clusters
  Score: Raw -1192370.287237 + Penalty 3013.369361 = -1189356.917876
  nChanged 22
		SP:Iteration 64Q (150176.300000 sec): 3 clusters
  Score: Raw -1192383.904214 + Penalty 3013.369361 = -1189370.534853
  nChanged 16
		SP:Iteration 65Q (150176.500000 sec): 3 clusters
  Score: Raw -1192391.449666 + Penalty 3013.369361 = -1189378.080304
  nChanged 14
		SP:Iteration 66Q (150176.700000 sec): 3 clusters
  Score: Raw -1192398.814107 + Penalty 3013.369361 = -1189385.444745
  nChanged 9
		SP:Iteration 67Q (150176.950000 sec): 3 clusters
  Score: Raw -1192401.370744 + Penalty 3013.369361 = -1189388.001383
  nChanged 3
		SP:Iteration 68Q (150177.210000 sec): 3 clusters
  Score: Raw -1192402.406351 + Penalty 3013.369361 = -1189389.036990
  nChanged 3
		SP:Iteration 69Q (150177.400000 sec): 3 clusters
  Score: Raw -1192403.837537 + Penalty 3013.369361 = -1189390.468176
  nChanged 3
		SP:Iteration 70Q (150177.670000 sec): 3 clusters
  Score: Raw -1192405.761038 + Penalty 3013.369361 = -1189392.391677
  nChanged 1
		SP:Iteration 71Q (150177.840000 sec): 3 clusters
  Score: Raw -1192406.244267 + Penalty 3013.369361 = -1189392.874906
  nChanged 3
		SP:Iteration 72Q (150178.070000 sec): 3 clusters
  Score: Raw -1192407.086303 + Penalty 3013.369361 = -1189393.716941
  nChanged 1
		SP:Iteration 73Q (150178.300000 sec): 3 clusters
  Score: Raw -1192407.619231 + Penalty 3013.369361 = -1189394.249869
  nChanged 0
		SP:Iteration 74F (150178.480000 sec): 3 clusters
  Score: Raw -1192407.619231 + Penalty 3013.369361 = -1189394.249869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150178.620000 sec): 2 clusters
  Score: Raw -1228005.575023 + Penalty 1525.900805 = -1226479.674218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150178.900000 sec): 3 clusters
  Score: Raw -1221143.132496 + Penalty 3051.801610 = -1218091.330886
  nChanged 5190
		SP:Iteration 1F (150179.090000 sec): 3 clusters
  Score: Raw -1223985.747666 + Penalty 3051.801610 = -1220933.946057
  nChanged 830
		SP:Iteration 2F (150179.350000 sec): 3 clusters
  Score: Raw -1224361.411340 + Penalty 3051.801610 = -1221309.609730
  nChanged 701
		SP:Iteration 3F (150179.560000 sec): 3 clusters
  Score: Raw -1224666.205805 + Penalty 3051.801610 = -1221614.404195
  nChanged 604
		SP:Iteration 4F (150179.820000 sec): 3 clusters
  Score: Raw -1224900.858574 + Penalty 3051.801610 = -1221849.056965
  nChanged 495
		SP:Iteration 5Q (150180.040000 sec): 3 clusters
  Score: Raw -1225108.557111 + Penalty 3051.801610 = -1222056.755501
  nChanged 477
		SP:Iteration 6Q (150180.250000 sec): 3 clusters
  Score: Raw -1225323.108507 + Penalty 3051.801610 = -1222271.306898
  nChanged 491
		SP:Iteration 7Q (150180.500000 sec): 3 clusters
  Score: Raw -1225553.390408 + Penalty 3051.801610 = -1222501.588798
  nChanged 480
		SP:Iteration 8Q (150180.710000 sec): 3 clusters
  Score: Raw -1225784.185654 + Penalty 3051.801610 = -1222732.384045
  nChanged 452
		SP:Iteration 9Q (150180.910000 sec): 3 clusters
  Score: Raw -1225990.145265 + Penalty 3051.801610 = -1222938.343656
  nChanged 408
		SP:Iteration 10Q (150181.190000 sec): 3 clusters
  Score: Raw -1226186.457382 + Penalty 3051.801610 = -1223134.655773
  nChanged 410
		SP:Iteration 11Q (150181.390000 sec): 3 clusters
  Score: Raw -1226378.666918 + Penalty 3051.801610 = -1223326.865308
  nChanged 376
		SP:Iteration 12Q (150181.650000 sec): 3 clusters
  Score: Raw -1226554.825813 + Penalty 3051.801610 = -1223503.024203
  nChanged 342
		SP:Iteration 13Q (150181.900000 sec): 3 clusters
  Score: Raw -1226716.885468 + Penalty 3051.801610 = -1223665.083859
  nChanged 318
		SP:Iteration 14Q (150182.120000 sec): 3 clusters
  Score: Raw -1226877.988322 + Penalty 3051.801610 = -1223826.186713
  nChanged 348
		SP:Iteration 15Q (150182.350000 sec): 3 clusters
  Score: Raw -1227052.143013 + Penalty 3051.801610 = -1224000.341403
  nChanged 327
		SP:Iteration 16Q (150182.590000 sec): 3 clusters
  Score: Raw -1227216.509741 + Penalty 3051.801610 = -1224164.708132
  nChanged 309
		SP:Iteration 17Q (150182.830000 sec): 3 clusters
  Score: Raw -1227381.934072 + Penalty 3051.801610 = -1224330.132463
  nChanged 307
		SP:Iteration 18Q (150183.130000 sec): 3 clusters
  Score: Raw -1227549.088647 + Penalty 3051.801610 = -1224497.287037
  nChanged 299
		SP:Iteration 19Q (150183.380000 sec): 3 clusters
  Score: Raw -1227743.747047 + Penalty 3051.801610 = -1224691.945437
  nChanged 299
		SP:Iteration 20F (150183.570000 sec): 3 clusters
  Score: Raw -1227941.496908 + Penalty 3051.801610 = -1224889.695299
  nChanged 254
		SP:Iteration 21Q (150183.810000 sec): 3 clusters
  Score: Raw -1228107.918301 + Penalty 3051.801610 = -1225056.116692
  nChanged 185
		SP:Iteration 22Q (150184.040000 sec): 3 clusters
  Score: Raw -1228234.104432 + Penalty 3051.801610 = -1225182.302822
  nChanged 143
		SP:Iteration 23Q (150184.280000 sec): 3 clusters
  Score: Raw -1228320.865141 + Penalty 3051.801610 = -1225269.063531
  nChanged 106
		SP:Iteration 24Q (150184.520000 sec): 3 clusters
  Score: Raw -1228385.244533 + Penalty 3051.801610 = -1225333.442924
  nChanged 77
		SP:Iteration 25Q (150184.730000 sec): 3 clusters
  Score: Raw -1228436.587416 + Penalty 3051.801610 = -1225384.785806
  nChanged 64
		SP:Iteration 26Q (150184.890000 sec): 3 clusters
  Score: Raw -1228481.207425 + Penalty 3051.801610 = -1225429.405816
  nChanged 50
		SP:Iteration 27Q (150185.100000 sec): 3 clusters
  Score: Raw -1228507.370167 + Penalty 3051.801610 = -1225455.568557
  nChanged 41
		SP:Iteration 28Q (150185.340000 sec): 3 clusters
  Score: Raw -1228527.096780 + Penalty 3051.801610 = -1225475.295171
  nChanged 39
		SP:Iteration 29Q (150185.540000 sec): 3 clusters
  Score: Raw -1228554.723895 + Penalty 3051.801610 = -1225502.922285
  nChanged 43
		SP:Iteration 30Q (150185.770000 sec): 3 clusters
  Score: Raw -1228585.380311 + Penalty 3051.801610 = -1225533.578701
  nChanged 49
		SP:Iteration 31Q (150185.980000 sec): 3 clusters
  Score: Raw -1228623.937786 + Penalty 3051.801610 = -1225572.136177
  nChanged 40
		SP:Iteration 32Q (150186.240000 sec): 3 clusters
  Score: Raw -1228657.229172 + Penalty 3051.801610 = -1225605.427563
  nChanged 50
		SP:Iteration 33Q (150186.430000 sec): 3 clusters
  Score: Raw -1228703.788852 + Penalty 3051.801610 = -1225651.987242
  nChanged 47
		SP:Iteration 34Q (150186.680000 sec): 3 clusters
  Score: Raw -1228730.710984 + Penalty 3051.801610 = -1225678.909374
  nChanged 40
		SP:Iteration 35Q (150186.890000 sec): 3 clusters
  Score: Raw -1228752.450035 + Penalty 3051.801610 = -1225700.648425
  nChanged 28
		SP:Iteration 36Q (150187.110000 sec): 3 clusters
  Score: Raw -1228771.661572 + Penalty 3051.801610 = -1225719.859963
  nChanged 29
		SP:Iteration 37Q (150187.330000 sec): 3 clusters
  Score: Raw -1228793.649817 + Penalty 3051.801610 = -1225741.848208
  nChanged 25
		SP:Iteration 38Q (150187.600000 sec): 3 clusters
  Score: Raw -1228806.443373 + Penalty 3051.801610 = -1225754.641764
  nChanged 22
		SP:Iteration 39Q (150187.780000 sec): 3 clusters
  Score: Raw -1228817.432269 + Penalty 3051.801610 = -1225765.630660
  nChanged 17
		SP:Iteration 40F (150188.000000 sec): 3 clusters
  Score: Raw -1228825.910198 + Penalty 3051.801610 = -1225774.108589
  nChanged 16
		SP:Iteration 41Q (150188.210000 sec): 3 clusters
  Score: Raw -1228831.663131 + Penalty 3051.801610 = -1225779.861521
  nChanged 7
		SP:Iteration 42Q (150188.450000 sec): 3 clusters
  Score: Raw -1228834.510841 + Penalty 3051.801610 = -1225782.709231
  nChanged 9
		SP:Iteration 43Q (150188.620000 sec): 3 clusters
  Score: Raw -1228837.607285 + Penalty 3051.801610 = -1225785.805676
  nChanged 15
		SP:Iteration 44Q (150188.840000 sec): 3 clusters
  Score: Raw -1228844.355601 + Penalty 3051.801610 = -1225792.553992
  nChanged 12
		SP:Iteration 45Q (150189.090000 sec): 3 clusters
  Score: Raw -1228848.338058 + Penalty 3051.801610 = -1225796.536448
  nChanged 10
		SP:Iteration 46Q (150189.290000 sec): 3 clusters
  Score: Raw -1228852.802494 + Penalty 3051.801610 = -1225801.000885
  nChanged 4
		SP:Iteration 47Q (150189.500000 sec): 3 clusters
  Score: Raw -1228854.080899 + Penalty 3051.801610 = -1225802.279290
  nChanged 3
		SP:Iteration 48Q (150189.730000 sec): 3 clusters
  Score: Raw -1228854.789133 + Penalty 3051.801610 = -1225802.987524
  nChanged 2
		SP:Iteration 49Q (150189.980000 sec): 3 clusters
  Score: Raw -1228855.289070 + Penalty 3051.801610 = -1225803.487461
  nChanged 1
		SP:Iteration 50Q (150190.220000 sec): 3 clusters
  Score: Raw -1228855.501487 + Penalty 3051.801610 = -1225803.699877
  nChanged 1
		SP:Iteration 51Q (150190.460000 sec): 3 clusters
  Score: Raw -1228855.731170 + Penalty 3051.801610 = -1225803.929560
  nChanged 1
		SP:Iteration 52Q (150190.670000 sec): 3 clusters
  Score: Raw -1228855.850927 + Penalty 3051.801610 = -1225804.049318
  nChanged 0
		SP:Iteration 53F (150190.930000 sec): 3 clusters
  Score: Raw -1228855.850927 + Penalty 3051.801610 = -1225804.049318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150191.200000 sec): 2 clusters
  Score: Raw -3106983.839051 + Penalty 1665.034765 = -3105318.804285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150191.550000 sec): 3 clusters
  Score: Raw -3089754.963239 + Penalty 3330.069530 = -3086424.893708
  nChanged 12869
		SP:Iteration 1F (150191.880000 sec): 3 clusters
  Score: Raw -3096736.986292 + Penalty 3330.069530 = -3093406.916762
  nChanged 1305
		SP:Iteration 2Q (150192.210000 sec): 3 clusters
  Score: Raw -3097172.903864 + Penalty 3330.069530 = -3093842.834333
  nChanged 1267
		SP:Iteration 3Q (150192.580000 sec): 3 clusters
  Score: Raw -3097626.643255 + Penalty 3330.069530 = -3094296.573724
  nChanged 1334
		SP:Iteration 4Q (150192.890000 sec): 3 clusters
  Score: Raw -3098178.119291 + Penalty 3330.069530 = -3094848.049761
  nChanged 1503
		SP:Iteration 5F (150193.180000 sec): 3 clusters
  Score: Raw -3098940.266871 + Penalty 3330.069530 = -3095610.197341
  nChanged 1692
		SP:Iteration 6F (150193.500000 sec): 3 clusters
  Score: Raw -3099961.964348 + Penalty 3330.069530 = -3096631.894817
  nChanged 1868
		SP:Iteration 7F (150193.870000 sec): 3 clusters
  Score: Raw -3101276.309836 + Penalty 3330.069530 = -3097946.240306
  nChanged 1930
		SP:Iteration 8F (150194.230000 sec): 3 clusters
  Score: Raw -3102818.122416 + Penalty 3330.069530 = -3099488.052886
  nChanged 1717
		SP:Iteration 9F (150194.570000 sec): 3 clusters
  Score: Raw -3104317.200877 + Penalty 3330.069530 = -3100987.131347
  nChanged 1366
		SP:Iteration 10Q (150194.940000 sec): 3 clusters
  Score: Raw -3105519.014038 + Penalty 3330.069530 = -3102188.944507
  nChanged 867
		SP:Iteration 11Q (150195.280000 sec): 3 clusters
  Score: Raw -3106276.888058 + Penalty 3330.069530 = -3102946.818528
  nChanged 481
		SP:Iteration 12Q (150195.670000 sec): 3 clusters
  Score: Raw -3106687.320656 + Penalty 3330.069530 = -3103357.251126
  nChanged 248
		SP:Iteration 13Q (150196.000000 sec): 3 clusters
  Score: Raw -3106910.526656 + Penalty 3330.069530 = -3103580.457126
  nChanged 132
		SP:Iteration 14Q (150196.310000 sec): 3 clusters
  Score: Raw -3107026.997181 + Penalty 3330.069530 = -3103696.927651
  nChanged 67
		SP:Iteration 15Q (150196.580000 sec): 3 clusters
  Score: Raw -3107084.525184 + Penalty 3330.069530 = -3103754.455654
  nChanged 47
		SP:Iteration 16Q (150196.890000 sec): 3 clusters
  Score: Raw -3107131.002561 + Penalty 3330.069530 = -3103800.933031
  nChanged 27
		SP:Iteration 17Q (150197.240000 sec): 3 clusters
  Score: Raw -3107158.150942 + Penalty 3330.069530 = -3103828.081412
  nChanged 22
		SP:Iteration 18Q (150197.550000 sec): 3 clusters
  Score: Raw -3107180.626136 + Penalty 3330.069530 = -3103850.556606
  nChanged 14
		SP:Iteration 19Q (150197.880000 sec): 3 clusters
  Score: Raw -3107191.567966 + Penalty 3330.069530 = -3103861.498436
  nChanged 7
		SP:Iteration 20F (150198.200000 sec): 3 clusters
  Score: Raw -3107197.701880 + Penalty 3330.069530 = -3103867.632350
  nChanged 6
		SP:Iteration 21Q (150198.500000 sec): 3 clusters
  Score: Raw -3107202.471984 + Penalty 3330.069530 = -3103872.402453
  nChanged 4
		SP:Iteration 22Q (150198.780000 sec): 3 clusters
  Score: Raw -3107206.191274 + Penalty 3330.069530 = -3103876.121744
  nChanged 4
		SP:Iteration 23Q (150199.090000 sec): 3 clusters
  Score: Raw -3107209.180979 + Penalty 3330.069530 = -3103879.111449
  nChanged 4
		SP:Iteration 24Q (150199.340000 sec): 3 clusters
  Score: Raw -3107213.645667 + Penalty 3330.069530 = -3103883.576136
  nChanged 4
		SP:Iteration 25Q (150199.680000 sec): 3 clusters
  Score: Raw -3107217.319085 + Penalty 3330.069530 = -3103887.249555
  nChanged 3
		SP:Iteration 26Q (150199.950000 sec): 3 clusters
  Score: Raw -3107221.932117 + Penalty 3330.069530 = -3103891.862586
  nChanged 3
		SP:Iteration 27Q (150200.240000 sec): 3 clusters
  Score: Raw -3107224.083716 + Penalty 3330.069530 = -3103894.014186
  nChanged 1
		SP:Iteration 28Q (150200.550000 sec): 3 clusters
  Score: Raw -3107225.177188 + Penalty 3330.069530 = -3103895.107658
  nChanged 2
		SP:Iteration 29Q (150200.830000 sec): 3 clusters
  Score: Raw -3107226.948337 + Penalty 3330.069530 = -3103896.878807
  nChanged 0
		SP:Iteration 30F (150201.120000 sec): 3 clusters
  Score: Raw -3107226.948337 + Penalty 3330.069530 = -3103896.878807
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150201.250000 sec): 2 clusters
  Score: Raw -944906.689377 + Penalty 1467.455559 = -943439.233818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150201.460000 sec): 3 clusters
  Score: Raw -940363.080668 + Penalty 2934.911117 = -937428.169551
  nChanged 3475
		SP:Iteration 1F (150201.690000 sec): 3 clusters
  Score: Raw -942204.518995 + Penalty 2934.911117 = -939269.607878
  nChanged 581
		SP:Iteration 2F (150201.900000 sec): 3 clusters
  Score: Raw -942496.502847 + Penalty 2934.911117 = -939561.591730
  nChanged 510
		SP:Iteration 3F (150202.080000 sec): 3 clusters
  Score: Raw -942769.217442 + Penalty 2934.911117 = -939834.306325
  nChanged 457
		SP:Iteration 4F (150202.290000 sec): 3 clusters
  Score: Raw -943004.721635 + Penalty 2934.911117 = -940069.810518
  nChanged 406
		SP:Iteration 5Q (150202.490000 sec): 3 clusters
  Score: Raw -943196.400237 + Penalty 2934.911117 = -940261.489120
  nChanged 341
		SP:Iteration 6Q (150202.690000 sec): 3 clusters
  Score: Raw -943337.892768 + Penalty 2934.911117 = -940402.981651
  nChanged 308
		SP:Iteration 7Q (150202.920000 sec): 3 clusters
  Score: Raw -943476.423338 + Penalty 2934.911117 = -940541.512221
  nChanged 281
		SP:Iteration 8Q (150203.090000 sec): 3 clusters
  Score: Raw -943588.533368 + Penalty 2934.911117 = -940653.622251
  nChanged 240
		SP:Iteration 9Q (150203.300000 sec): 3 clusters
  Score: Raw -943684.321357 + Penalty 2934.911117 = -940749.410240
  nChanged 213
		SP:Iteration 10Q (150203.540000 sec): 3 clusters
  Score: Raw -943777.964913 + Penalty 2934.911117 = -940843.053796
  nChanged 218
		SP:Iteration 11Q (150203.730000 sec): 3 clusters
  Score: Raw -943873.027144 + Penalty 2934.911117 = -940938.116027
  nChanged 218
		SP:Iteration 12Q (150203.930000 sec): 3 clusters
  Score: Raw -943971.109409 + Penalty 2934.911117 = -941036.198291
  nChanged 223
		SP:Iteration 13Q (150204.110000 sec): 3 clusters
  Score: Raw -944074.492190 + Penalty 2934.911117 = -941139.581073
  nChanged 219
		SP:Iteration 14Q (150204.340000 sec): 3 clusters
  Score: Raw -944184.671717 + Penalty 2934.911117 = -941249.760600
  nChanged 237
		SP:Iteration 15Q (150204.530000 sec): 3 clusters
  Score: Raw -944305.310955 + Penalty 2934.911117 = -941370.399838
  nChanged 215
		SP:Iteration 16Q (150204.740000 sec): 3 clusters
  Score: Raw -944416.475000 + Penalty 2934.911117 = -941481.563883
  nChanged 188
		SP:Iteration 17Q (150204.960000 sec): 3 clusters
  Score: Raw -944521.818426 + Penalty 2934.911117 = -941586.907309
  nChanged 182
		SP:Iteration 18Q (150205.180000 sec): 3 clusters
  Score: Raw -944638.062722 + Penalty 2934.911117 = -941703.151605
  nChanged 190
		SP:Iteration 19Q (150205.370000 sec): 3 clusters
  Score: Raw -944763.563459 + Penalty 2934.911117 = -941828.652342
  nChanged 156
		SP:Iteration 20F (150205.560000 sec): 3 clusters
  Score: Raw -944862.735446 + Penalty 2934.911117 = -941927.824329
  nChanged 99
		SP:Iteration 21Q (150205.800000 sec): 3 clusters
  Score: Raw -944931.198335 + Penalty 2934.911117 = -941996.287218
  nChanged 83
		SP:Iteration 22Q (150206.010000 sec): 3 clusters
  Score: Raw -944983.924044 + Penalty 2934.911117 = -942049.012926
  nChanged 74
		SP:Iteration 23Q (150206.210000 sec): 3 clusters
  Score: Raw -945034.633436 + Penalty 2934.911117 = -942099.722319
  nChanged 57
		SP:Iteration 24Q (150206.400000 sec): 3 clusters
  Score: Raw -945067.632215 + Penalty 2934.911117 = -942132.721097
  nChanged 45
		SP:Iteration 25Q (150206.650000 sec): 3 clusters
  Score: Raw -945093.202774 + Penalty 2934.911117 = -942158.291657
  nChanged 31
		SP:Iteration 26Q (150206.830000 sec): 3 clusters
  Score: Raw -945112.615350 + Penalty 2934.911117 = -942177.704233
  nChanged 26
		SP:Iteration 27Q (150207.050000 sec): 3 clusters
  Score: Raw -945130.417629 + Penalty 2934.911117 = -942195.506512
  nChanged 17
		SP:Iteration 28Q (150207.280000 sec): 3 clusters
  Score: Raw -945139.028285 + Penalty 2934.911117 = -942204.117168
  nChanged 11
		SP:Iteration 29Q (150207.480000 sec): 3 clusters
  Score: Raw -945147.439460 + Penalty 2934.911117 = -942212.528343
  nChanged 20
		SP:Iteration 30Q (150207.700000 sec): 3 clusters
  Score: Raw -945160.092663 + Penalty 2934.911117 = -942225.181545
  nChanged 15
		SP:Iteration 31Q (150207.890000 sec): 3 clusters
  Score: Raw -945170.534058 + Penalty 2934.911117 = -942235.622941
  nChanged 12
		SP:Iteration 32Q (150208.080000 sec): 3 clusters
  Score: Raw -945176.783163 + Penalty 2934.911117 = -942241.872046
  nChanged 7
		SP:Iteration 33Q (150208.280000 sec): 3 clusters
  Score: Raw -945180.078572 + Penalty 2934.911117 = -942245.167455
  nChanged 8
		SP:Iteration 34Q (150208.500000 sec): 3 clusters
  Score: Raw -945185.618876 + Penalty 2934.911117 = -942250.707758
  nChanged 5
		SP:Iteration 35Q (150208.700000 sec): 3 clusters
  Score: Raw -945188.988961 + Penalty 2934.911117 = -942254.077844
  nChanged 5
		SP:Iteration 36Q (150208.860000 sec): 3 clusters
  Score: Raw -945192.780519 + Penalty 2934.911117 = -942257.869402
  nChanged 7
		SP:Iteration 37Q (150209.070000 sec): 3 clusters
  Score: Raw -945197.697138 + Penalty 2934.911117 = -942262.786021
  nChanged 6
		SP:Iteration 38Q (150209.300000 sec): 3 clusters
  Score: Raw -945202.116776 + Penalty 2934.911117 = -942267.205659
  nChanged 4
		SP:Iteration 39Q (150209.490000 sec): 3 clusters
  Score: Raw -945203.777741 + Penalty 2934.911117 = -942268.866624
  nChanged 1
		SP:Iteration 40F (150209.670000 sec): 3 clusters
  Score: Raw -945204.581953 + Penalty 2934.911117 = -942269.670836
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150209.770000 sec): 2 clusters
  Score: Raw -152510.095024 + Penalty 1205.259188 = -151304.835836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150209.960000 sec): 3 clusters
  Score: Raw -151831.966788 + Penalty 2410.518377 = -149421.448411
  nChanged 591
		SP:Iteration 1F (150210.160000 sec): 3 clusters
  Score: Raw -152320.781775 + Penalty 2410.518377 = -149910.263398
  nChanged 144
		SP:Iteration 2F (150210.320000 sec): 3 clusters
  Score: Raw -152469.336472 + Penalty 2410.518377 = -150058.818095
  nChanged 96
		SP:Iteration 3F (150210.520000 sec): 3 clusters
  Score: Raw -152575.290982 + Penalty 2410.518377 = -150164.772605
  nChanged 77
		SP:Iteration 4Q (150210.680000 sec): 3 clusters
  Score: Raw -152658.651381 + Penalty 2410.518377 = -150248.133005
  nChanged 68
		SP:Iteration 5Q (150210.880000 sec): 3 clusters
  Score: Raw -152727.332679 + Penalty 2410.518377 = -150316.814302
  nChanged 57
		SP:Iteration 6Q (150211.040000 sec): 3 clusters
  Score: Raw -152781.903380 + Penalty 2410.518377 = -150371.385003
  nChanged 51
		SP:Iteration 7Q (150211.200000 sec): 3 clusters
  Score: Raw -152827.647264 + Penalty 2410.518377 = -150417.128887
  nChanged 52
		SP:Iteration 8Q (150211.360000 sec): 3 clusters
  Score: Raw -152870.159882 + Penalty 2410.518377 = -150459.641505
  nChanged 40
		SP:Iteration 9Q (150211.490000 sec): 3 clusters
  Score: Raw -152908.390835 + Penalty 2410.518377 = -150497.872458
  nChanged 35
		SP:Iteration 10Q (150211.700000 sec): 3 clusters
  Score: Raw -152940.047371 + Penalty 2410.518377 = -150529.528994
  nChanged 31
		SP:Iteration 11Q (150211.840000 sec): 3 clusters
  Score: Raw -152965.161300 + Penalty 2410.518377 = -150554.642924
  nChanged 28
		SP:Iteration 12Q (150212.020000 sec): 3 clusters
  Score: Raw -152986.967442 + Penalty 2410.518377 = -150576.449065
  nChanged 23
		SP:Iteration 13Q (150212.240000 sec): 3 clusters
  Score: Raw -152999.331422 + Penalty 2410.518377 = -150588.813045
  nChanged 19
		SP:Iteration 14Q (150212.410000 sec): 3 clusters
  Score: Raw -153010.909456 + Penalty 2410.518377 = -150600.391079
  nChanged 16
		SP:Iteration 15Q (150212.560000 sec): 3 clusters
  Score: Raw -153024.547163 + Penalty 2410.518377 = -150614.028786
  nChanged 17
		SP:Iteration 16Q (150212.740000 sec): 3 clusters
  Score: Raw -153035.487281 + Penalty 2410.518377 = -150624.968905
  nChanged 13
		SP:Iteration 17Q (150212.920000 sec): 3 clusters
  Score: Raw -153044.393502 + Penalty 2410.518377 = -150633.875125
  nChanged 11
		SP:Iteration 18Q (150213.100000 sec): 3 clusters
  Score: Raw -153052.722935 + Penalty 2410.518377 = -150642.204558
  nChanged 14
		SP:Iteration 19Q (150213.300000 sec): 3 clusters
  Score: Raw -153062.250661 + Penalty 2410.518377 = -150651.732284
  nChanged 13
		SP:Iteration 20F (150213.470000 sec): 3 clusters
  Score: Raw -153075.849316 + Penalty 2410.518377 = -150665.330939
  nChanged 16
		SP:Iteration 21Q (150213.630000 sec): 3 clusters
  Score: Raw -153091.555117 + Penalty 2410.518377 = -150681.036740
  nChanged 11
		SP:Iteration 22Q (150213.810000 sec): 3 clusters
  Score: Raw -153101.954347 + Penalty 2410.518377 = -150691.435970
  nChanged 8
		SP:Iteration 23Q (150213.980000 sec): 3 clusters
  Score: Raw -153108.550610 + Penalty 2410.518377 = -150698.032233
  nChanged 10
		SP:Iteration 24Q (150214.180000 sec): 3 clusters
  Score: Raw -153113.898506 + Penalty 2410.518377 = -150703.380130
  nChanged 4
		SP:Iteration 25Q (150214.310000 sec): 3 clusters
  Score: Raw -153115.391783 + Penalty 2410.518377 = -150704.873406
  nChanged 4
		SP:Iteration 26Q (150214.480000 sec): 3 clusters
  Score: Raw -153117.694800 + Penalty 2410.518377 = -150707.176423
  nChanged 6
		SP:Iteration 27Q (150214.660000 sec): 3 clusters
  Score: Raw -153121.226940 + Penalty 2410.518377 = -150710.708563
  nChanged 7
		SP:Iteration 28Q (150214.790000 sec): 3 clusters
  Score: Raw -153124.119927 + Penalty 2410.518377 = -150713.601550
  nChanged 4
		SP:Iteration 29Q (150215.000000 sec): 3 clusters
  Score: Raw -153126.941911 + Penalty 2410.518377 = -150716.423534
  nChanged 2
		SP:Iteration 30Q (150215.150000 sec): 3 clusters
  Score: Raw -153128.412584 + Penalty 2410.518377 = -150717.894207
  nChanged 2
		SP:Iteration 31Q (150215.330000 sec): 3 clusters
  Score: Raw -153129.037711 + Penalty 2410.518377 = -150718.519334
  nChanged 0
		SP:Iteration 32F (150215.540000 sec): 3 clusters
  Score: Raw -153129.037711 + Penalty 2410.518377 = -150718.519334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150215.700000 sec): 2 clusters
  Score: Raw -587528.922184 + Penalty 1403.443429 = -586125.478755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150215.900000 sec): 3 clusters
  Score: Raw -584504.263623 + Penalty 2806.886858 = -581697.376765
  nChanged 2380
		SP:Iteration 1F (150216.100000 sec): 3 clusters
  Score: Raw -585871.422988 + Penalty 2806.886858 = -583064.536130
  nChanged 427
		SP:Iteration 2F (150216.290000 sec): 3 clusters
  Score: Raw -586152.735089 + Penalty 2806.886858 = -583345.848231
  nChanged 373
		SP:Iteration 3F (150216.470000 sec): 3 clusters
  Score: Raw -586398.106560 + Penalty 2806.886858 = -583591.219702
  nChanged 293
		SP:Iteration 4F (150216.700000 sec): 3 clusters
  Score: Raw -586557.923928 + Penalty 2806.886858 = -583751.037069
  nChanged 214
		SP:Iteration 5Q (150216.880000 sec): 3 clusters
  Score: Raw -586676.615659 + Penalty 2806.886858 = -583869.728801
  nChanged 211
		SP:Iteration 6Q (150217.080000 sec): 3 clusters
  Score: Raw -586808.812693 + Penalty 2806.886858 = -584001.925835
  nChanged 210
		SP:Iteration 7Q (150217.270000 sec): 3 clusters
  Score: Raw -586922.243906 + Penalty 2806.886858 = -584115.357047
  nChanged 182
		SP:Iteration 8Q (150217.460000 sec): 3 clusters
  Score: Raw -587024.405734 + Penalty 2806.886858 = -584217.518876
  nChanged 162
		SP:Iteration 9Q (150217.610000 sec): 3 clusters
  Score: Raw -587123.833184 + Penalty 2806.886858 = -584316.946326
  nChanged 178
		SP:Iteration 10Q (150217.850000 sec): 3 clusters
  Score: Raw -587222.573299 + Penalty 2806.886858 = -584415.686440
  nChanged 143
		SP:Iteration 11Q (150218.050000 sec): 3 clusters
  Score: Raw -587298.707185 + Penalty 2806.886858 = -584491.820327
  nChanged 121
		SP:Iteration 12Q (150218.260000 sec): 3 clusters
  Score: Raw -587356.364392 + Penalty 2806.886858 = -584549.477534
  nChanged 111
		SP:Iteration 13Q (150218.430000 sec): 3 clusters
  Score: Raw -587415.096745 + Penalty 2806.886858 = -584608.209887
  nChanged 116
		SP:Iteration 14Q (150218.610000 sec): 3 clusters
  Score: Raw -587477.358612 + Penalty 2806.886858 = -584670.471754
  nChanged 99
		SP:Iteration 15Q (150218.810000 sec): 3 clusters
  Score: Raw -587533.223348 + Penalty 2806.886858 = -584726.336490
  nChanged 94
		SP:Iteration 16Q (150219.010000 sec): 3 clusters
  Score: Raw -587576.061876 + Penalty 2806.886858 = -584769.175018
  nChanged 80
		SP:Iteration 17Q (150219.190000 sec): 3 clusters
  Score: Raw -587607.775736 + Penalty 2806.886858 = -584800.888878
  nChanged 63
		SP:Iteration 18Q (150219.420000 sec): 3 clusters
  Score: Raw -587633.892762 + Penalty 2806.886858 = -584827.005904
  nChanged 58
		SP:Iteration 19Q (150219.620000 sec): 3 clusters
  Score: Raw -587656.027382 + Penalty 2806.886858 = -584849.140523
  nChanged 43
		SP:Iteration 20F (150219.840000 sec): 3 clusters
  Score: Raw -587671.836550 + Penalty 2806.886858 = -584864.949691
  nChanged 38
		SP:Iteration 21Q (150220.060000 sec): 3 clusters
  Score: Raw -587683.181581 + Penalty 2806.886858 = -584876.294723
  nChanged 34
		SP:Iteration 22Q (150220.260000 sec): 3 clusters
  Score: Raw -587694.102758 + Penalty 2806.886858 = -584887.215900
  nChanged 36
		SP:Iteration 23Q (150220.440000 sec): 3 clusters
  Score: Raw -587707.499939 + Penalty 2806.886858 = -584900.613080
  nChanged 47
		SP:Iteration 24Q (150220.580000 sec): 3 clusters
  Score: Raw -587723.980667 + Penalty 2806.886858 = -584917.093809
  nChanged 38
		SP:Iteration 25Q (150220.770000 sec): 3 clusters
  Score: Raw -587734.370588 + Penalty 2806.886858 = -584927.483730
  nChanged 27
		SP:Iteration 26Q (150220.970000 sec): 3 clusters
  Score: Raw -587740.479334 + Penalty 2806.886858 = -584933.592475
  nChanged 19
		SP:Iteration 27Q (150221.170000 sec): 3 clusters
  Score: Raw -587745.379241 + Penalty 2806.886858 = -584938.492382
  nChanged 20
		SP:Iteration 28Q (150221.360000 sec): 3 clusters
  Score: Raw -587748.698786 + Penalty 2806.886858 = -584941.811928
  nChanged 11
		SP:Iteration 29Q (150221.570000 sec): 3 clusters
  Score: Raw -587751.012104 + Penalty 2806.886858 = -584944.125246
  nChanged 9
		SP:Iteration 30Q (150221.740000 sec): 3 clusters
  Score: Raw -587753.172296 + Penalty 2806.886858 = -584946.285438
  nChanged 10
		SP:Iteration 31Q (150221.920000 sec): 3 clusters
  Score: Raw -587754.953023 + Penalty 2806.886858 = -584948.066164
  nChanged 4
		SP:Iteration 32Q (150222.150000 sec): 3 clusters
  Score: Raw -587755.535597 + Penalty 2806.886858 = -584948.648738
  nChanged 1
		SP:Iteration 33Q (150222.290000 sec): 3 clusters
  Score: Raw -587755.695556 + Penalty 2806.886858 = -584948.808698
  nChanged 0
		SP:Iteration 34F (150222.540000 sec): 3 clusters
  Score: Raw -587755.695556 + Penalty 2806.886858 = -584948.808698
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (63546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150222.980000 sec): 2 clusters
  Score: Raw -7004084.332970 + Penalty 1797.171891 = -7002287.161078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150223.490000 sec): 3 clusters
  Score: Raw -6963377.541781 + Penalty 3594.343783 = -6959783.197998
  nChanged 30231
		SP:Iteration 1F (150224.010000 sec): 3 clusters
  Score: Raw -6980771.429448 + Penalty 3594.343783 = -6977177.085665
  nChanged 2744
		SP:Iteration 2Q (150224.470000 sec): 3 clusters
  Score: Raw -6981744.777200 + Penalty 3594.343783 = -6978150.433417
  nChanged 3193
		SP:Iteration 3F (150224.940000 sec): 3 clusters
  Score: Raw -6983167.018222 + Penalty 3594.343783 = -6979572.674439
  nChanged 3728
		SP:Iteration 4F (150225.380000 sec): 3 clusters
  Score: Raw -6985155.697749 + Penalty 3594.343783 = -6981561.353966
  nChanged 4150
		SP:Iteration 5F (150225.870000 sec): 3 clusters
  Score: Raw -6987562.301581 + Penalty 3594.343783 = -6983967.957798
  nChanged 4181
		SP:Iteration 6F (150226.360000 sec): 3 clusters
  Score: Raw -6989988.099036 + Penalty 3594.343783 = -6986393.755253
  nChanged 3748
		SP:Iteration 7F (150226.860000 sec): 3 clusters
  Score: Raw -6992078.560352 + Penalty 3594.343783 = -6988484.216569
  nChanged 3194
		SP:Iteration 8F (150227.320000 sec): 3 clusters
  Score: Raw -6994003.597309 + Penalty 3594.343783 = -6990409.253526
  nChanged 2744
		SP:Iteration 9Q (150227.830000 sec): 3 clusters
  Score: Raw -6995905.181519 + Penalty 3594.343783 = -6992310.837736
  nChanged 2482
		SP:Iteration 10Q (150228.350000 sec): 3 clusters
  Score: Raw -6997961.901343 + Penalty 3594.343783 = -6994367.557560
  nChanged 2189
		SP:Iteration 11Q (150228.910000 sec): 3 clusters
  Score: Raw -6999859.782987 + Penalty 3594.343783 = -6996265.439204
  nChanged 1727
		SP:Iteration 12Q (150229.460000 sec): 3 clusters
  Score: Raw -7001114.737444 + Penalty 3594.343783 = -6997520.393661
  nChanged 1283
		SP:Iteration 13Q (150230.010000 sec): 3 clusters
  Score: Raw -7001888.451333 + Penalty 3594.343783 = -6998294.107550
  nChanged 968
		SP:Iteration 14Q (150230.600000 sec): 3 clusters
  Score: Raw -7002405.327993 + Penalty 3594.343783 = -6998810.984211
  nChanged 778
		SP:Iteration 15Q (150231.160000 sec): 3 clusters
  Score: Raw -7002796.885063 + Penalty 3594.343783 = -6999202.541280
  nChanged 688
		SP:Iteration 16Q (150231.710000 sec): 3 clusters
  Score: Raw -7003119.417852 + Penalty 3594.343783 = -6999525.074069
  nChanged 637
		SP:Iteration 17Q (150232.250000 sec): 3 clusters
  Score: Raw -7003392.426245 + Penalty 3594.343783 = -6999798.082462
  nChanged 567
		SP:Iteration 18Q (150232.750000 sec): 3 clusters
  Score: Raw -7003628.130785 + Penalty 3594.343783 = -7000033.787002
  nChanged 504
		SP:Iteration 19Q (150233.230000 sec): 3 clusters
  Score: Raw -7003819.377508 + Penalty 3594.343783 = -7000225.033725
  nChanged 449
		SP:Iteration 20F (150233.770000 sec): 3 clusters
  Score: Raw -7003981.181990 + Penalty 3594.343783 = -7000386.838207
  nChanged 406
		SP:Iteration 21Q (150234.300000 sec): 3 clusters
  Score: Raw -7004121.444682 + Penalty 3594.343783 = -7000527.100900
  nChanged 363
		SP:Iteration 22Q (150234.840000 sec): 3 clusters
  Score: Raw -7004240.831531 + Penalty 3594.343783 = -7000646.487748
  nChanged 319
		SP:Iteration 23Q (150235.360000 sec): 3 clusters
  Score: Raw -7004341.101907 + Penalty 3594.343783 = -7000746.758124
  nChanged 279
		SP:Iteration 24Q (150235.910000 sec): 3 clusters
  Score: Raw -7004420.781799 + Penalty 3594.343783 = -7000826.438016
  nChanged 248
		SP:Iteration 25Q (150236.450000 sec): 3 clusters
  Score: Raw -7004493.069060 + Penalty 3594.343783 = -7000898.725277
  nChanged 218
		SP:Iteration 26Q (150236.980000 sec): 3 clusters
  Score: Raw -7004557.090622 + Penalty 3594.343783 = -7000962.746839
  nChanged 185
		SP:Iteration 27Q (150237.520000 sec): 3 clusters
  Score: Raw -7004608.627182 + Penalty 3594.343783 = -7001014.283399
  nChanged 169
		SP:Iteration 28Q (150238.050000 sec): 3 clusters
  Score: Raw -7004649.732767 + Penalty 3594.343783 = -7001055.388985
  nChanged 141
		SP:Iteration 29Q (150238.600000 sec): 3 clusters
  Score: Raw -7004682.420081 + Penalty 3594.343783 = -7001088.076298
  nChanged 141
		SP:Iteration 30Q (150239.140000 sec): 3 clusters
  Score: Raw -7004715.340691 + Penalty 3594.343783 = -7001120.996908
  nChanged 114
		SP:Iteration 31Q (150239.640000 sec): 3 clusters
  Score: Raw -7004740.629595 + Penalty 3594.343783 = -7001146.285812
  nChanged 103
		SP:Iteration 32Q (150240.150000 sec): 3 clusters
  Score: Raw -7004765.569709 + Penalty 3594.343783 = -7001171.225926
  nChanged 106
		SP:Iteration 33Q (150240.640000 sec): 3 clusters
  Score: Raw -7004787.426649 + Penalty 3594.343783 = -7001193.082866
  nChanged 82
		SP:Iteration 34Q (150241.100000 sec): 3 clusters
  Score: Raw -7004800.904604 + Penalty 3594.343783 = -7001206.560821
  nChanged 73
		SP:Iteration 35Q (150241.590000 sec): 3 clusters
  Score: Raw -7004812.409899 + Penalty 3594.343783 = -7001218.066116
  nChanged 62
		SP:Iteration 36Q (150242.050000 sec): 3 clusters
  Score: Raw -7004823.220128 + Penalty 3594.343783 = -7001228.876345
  nChanged 54
		SP:Iteration 37Q (150242.580000 sec): 3 clusters
  Score: Raw -7004831.807572 + Penalty 3594.343783 = -7001237.463790
  nChanged 57
		SP:Iteration 38Q (150243.100000 sec): 3 clusters
  Score: Raw -7004841.057516 + Penalty 3594.343783 = -7001246.713733
  nChanged 54
		SP:Iteration 39Q (150243.550000 sec): 3 clusters
  Score: Raw -7004850.133957 + Penalty 3594.343783 = -7001255.790174
  nChanged 52
		SP:Iteration 40F (150244.140000 sec): 3 clusters
  Score: Raw -7004860.396973 + Penalty 3594.343783 = -7001266.053190
  nChanged 47
		SP:Iteration 41Q (150244.660000 sec): 3 clusters
  Score: Raw -7004868.881587 + Penalty 3594.343783 = -7001274.537804
  nChanged 44
		SP:Iteration 42Q (150245.180000 sec): 3 clusters
  Score: Raw -7004876.447191 + Penalty 3594.343783 = -7001282.103408
  nChanged 44
		SP:Iteration 43Q (150245.700000 sec): 3 clusters
  Score: Raw -7004883.734185 + Penalty 3594.343783 = -7001289.390402
  nChanged 41
		SP:Iteration 44Q (150246.170000 sec): 3 clusters
  Score: Raw -7004890.850719 + Penalty 3594.343783 = -7001296.506937
  nChanged 36
		SP:Iteration 45Q (150246.590000 sec): 3 clusters
  Score: Raw -7004895.869614 + Penalty 3594.343783 = -7001301.525831
  nChanged 23
		SP:Iteration 46Q (150247.010000 sec): 3 clusters
  Score: Raw -7004898.330871 + Penalty 3594.343783 = -7001303.987088
  nChanged 20
		SP:Iteration 47Q (150247.450000 sec): 3 clusters
  Score: Raw -7004900.580500 + Penalty 3594.343783 = -7001306.236717
  nChanged 18
		SP:Iteration 48Q (150247.900000 sec): 3 clusters
  Score: Raw -7004902.560946 + Penalty 3594.343783 = -7001308.217163
  nChanged 13
		SP:Iteration 49Q (150248.310000 sec): 3 clusters
  Score: Raw -7004904.449437 + Penalty 3594.343783 = -7001310.105654
  nChanged 14
		SP:Iteration 50Q (150248.720000 sec): 3 clusters
  Score: Raw -7004906.353225 + Penalty 3594.343783 = -7001312.009442
  nChanged 13
		SP:Iteration 51Q (150249.160000 sec): 3 clusters
  Score: Raw -7004908.152738 + Penalty 3594.343783 = -7001313.808956
  nChanged 12
		SP:Iteration 52Q (150249.570000 sec): 3 clusters
  Score: Raw -7004909.765734 + Penalty 3594.343783 = -7001315.421951
  nChanged 15
		SP:Iteration 53Q (150249.920000 sec): 3 clusters
  Score: Raw -7004911.631015 + Penalty 3594.343783 = -7001317.287232
  nChanged 11
		SP:Iteration 54Q (150250.360000 sec): 3 clusters
  Score: Raw -7004912.786838 + Penalty 3594.343783 = -7001318.443055
  nChanged 5
		SP:Iteration 55Q (150250.750000 sec): 3 clusters
  Score: Raw -7004913.337295 + Penalty 3594.343783 = -7001318.993512
  nChanged 1
		SP:Iteration 56Q (150251.130000 sec): 3 clusters
  Score: Raw -7004913.479162 + Penalty 3594.343783 = -7001319.135379
  nChanged 2
		SP:Iteration 57Q (150251.500000 sec): 3 clusters
  Score: Raw -7004913.665976 + Penalty 3594.343783 = -7001319.322193
  nChanged 3
		SP:Iteration 58Q (150251.860000 sec): 3 clusters
  Score: Raw -7004913.897732 + Penalty 3594.343783 = -7001319.553949
  nChanged 1
		SP:Iteration 59Q (150252.280000 sec): 3 clusters
  Score: Raw -7004913.934673 + Penalty 3594.343783 = -7001319.590890
  nChanged 0
		SP:Iteration 60F (150252.680000 sec): 3 clusters
  Score: Raw -7004913.934673 + Penalty 3594.343783 = -7001319.590890
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150252.840000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150253.010000 sec): 3 clusters
  Score: Raw -24400.821284 + Penalty 1781.207650 = -22619.613634
  nChanged 39
		SP:Iteration 1F (150253.210000 sec): 3 clusters
  Score: Raw -24497.649457 + Penalty 1781.207650 = -22716.441807
  nChanged 10
		SP:Iteration 2Q (150253.370000 sec): 3 clusters
  Score: Raw -24532.581731 + Penalty 1781.207650 = -22751.374081
  nChanged 2
		SP:Iteration 3Q (150253.560000 sec): 3 clusters
  Score: Raw -24538.900303 + Penalty 1781.207650 = -22757.692653
  nChanged 0
		SP:Iteration 4F (150253.760000 sec): 3 clusters
  Score: Raw -24538.900303 + Penalty 1781.207650 = -22757.692653
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150253.940000 sec): 2 clusters
  Score: Raw -1638554.752369 + Penalty 1561.022729 = -1636993.729639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150254.170000 sec): 3 clusters
  Score: Raw -1629830.272339 + Penalty 3122.045459 = -1626708.226880
  nChanged 6600
		SP:Iteration 1F (150254.400000 sec): 3 clusters
  Score: Raw -1633533.590929 + Penalty 3122.045459 = -1630411.545470
  nChanged 798
		SP:Iteration 2F (150254.660000 sec): 3 clusters
  Score: Raw -1633854.070101 + Penalty 3122.045459 = -1630732.024642
  nChanged 715
		SP:Iteration 3Q (150254.890000 sec): 3 clusters
  Score: Raw -1634173.517890 + Penalty 3122.045459 = -1631051.472431
  nChanged 717
		SP:Iteration 4Q (150255.150000 sec): 3 clusters
  Score: Raw -1634486.923286 + Penalty 3122.045459 = -1631364.877828
  nChanged 667
		SP:Iteration 5Q (150255.400000 sec): 3 clusters
  Score: Raw -1634762.604709 + Penalty 3122.045459 = -1631640.559250
  nChanged 602
		SP:Iteration 6Q (150255.620000 sec): 3 clusters
  Score: Raw -1634986.361595 + Penalty 3122.045459 = -1631864.316136
  nChanged 540
		SP:Iteration 7Q (150255.870000 sec): 3 clusters
  Score: Raw -1635185.017234 + Penalty 3122.045459 = -1632062.971775
  nChanged 531
		SP:Iteration 8Q (150256.120000 sec): 3 clusters
  Score: Raw -1635378.974263 + Penalty 3122.045459 = -1632256.928804
  nChanged 512
		SP:Iteration 9Q (150256.430000 sec): 3 clusters
  Score: Raw -1635566.334526 + Penalty 3122.045459 = -1632444.289067
  nChanged 504
		SP:Iteration 10Q (150256.660000 sec): 3 clusters
  Score: Raw -1635767.677344 + Penalty 3122.045459 = -1632645.631885
  nChanged 502
		SP:Iteration 11Q (150256.900000 sec): 3 clusters
  Score: Raw -1635959.363316 + Penalty 3122.045459 = -1632837.317858
  nChanged 519
		SP:Iteration 12Q (150257.190000 sec): 3 clusters
  Score: Raw -1636187.496696 + Penalty 3122.045459 = -1633065.451238
  nChanged 519
		SP:Iteration 13Q (150257.370000 sec): 3 clusters
  Score: Raw -1636433.667249 + Penalty 3122.045459 = -1633311.621790
  nChanged 481
		SP:Iteration 14Q (150257.620000 sec): 3 clusters
  Score: Raw -1636642.692170 + Penalty 3122.045459 = -1633520.646711
  nChanged 414
		SP:Iteration 15Q (150257.900000 sec): 3 clusters
  Score: Raw -1636821.262519 + Penalty 3122.045459 = -1633699.217060
  nChanged 381
		SP:Iteration 16Q (150258.120000 sec): 3 clusters
  Score: Raw -1636985.904583 + Penalty 3122.045459 = -1633863.859124
  nChanged 354
		SP:Iteration 17Q (150258.340000 sec): 3 clusters
  Score: Raw -1637173.693151 + Penalty 3122.045459 = -1634051.647692
  nChanged 359
		SP:Iteration 18Q (150258.540000 sec): 3 clusters
  Score: Raw -1637355.877046 + Penalty 3122.045459 = -1634233.831587
  nChanged 316
		SP:Iteration 19Q (150258.840000 sec): 3 clusters
  Score: Raw -1637481.304238 + Penalty 3122.045459 = -1634359.258780
  nChanged 276
		SP:Iteration 20F (150259.070000 sec): 3 clusters
  Score: Raw -1637601.720591 + Penalty 3122.045459 = -1634479.675132
  nChanged 238
		SP:Iteration 21Q (150259.320000 sec): 3 clusters
  Score: Raw -1637700.169730 + Penalty 3122.045459 = -1634578.124271
  nChanged 232
		SP:Iteration 22Q (150259.590000 sec): 3 clusters
  Score: Raw -1637794.194108 + Penalty 3122.045459 = -1634672.148649
  nChanged 223
		SP:Iteration 23Q (150259.800000 sec): 3 clusters
  Score: Raw -1637882.742877 + Penalty 3122.045459 = -1634760.697418
  nChanged 192
		SP:Iteration 24Q (150260.080000 sec): 3 clusters
  Score: Raw -1637959.097928 + Penalty 3122.045459 = -1634837.052469
  nChanged 185
		SP:Iteration 25Q (150260.360000 sec): 3 clusters
  Score: Raw -1638028.897703 + Penalty 3122.045459 = -1634906.852244
  nChanged 198
		SP:Iteration 26Q (150260.580000 sec): 3 clusters
  Score: Raw -1638110.216127 + Penalty 3122.045459 = -1634988.170668
  nChanged 200
		SP:Iteration 27Q (150260.790000 sec): 3 clusters
  Score: Raw -1638189.762003 + Penalty 3122.045459 = -1635067.716544
  nChanged 179
		SP:Iteration 28Q (150261.050000 sec): 3 clusters
  Score: Raw -1638261.208659 + Penalty 3122.045459 = -1635139.163200
  nChanged 161
		SP:Iteration 29Q (150261.290000 sec): 3 clusters
  Score: Raw -1638324.418505 + Penalty 3122.045459 = -1635202.373046
  nChanged 154
		SP:Iteration 30Q (150261.540000 sec): 3 clusters
  Score: Raw -1638387.939729 + Penalty 3122.045459 = -1635265.894270
  nChanged 140
		SP:Iteration 31Q (150261.800000 sec): 3 clusters
  Score: Raw -1638451.306388 + Penalty 3122.045459 = -1635329.260929
  nChanged 138
		SP:Iteration 32Q (150262.030000 sec): 3 clusters
  Score: Raw -1638518.285072 + Penalty 3122.045459 = -1635396.239613
  nChanged 130
		SP:Iteration 33Q (150262.310000 sec): 3 clusters
  Score: Raw -1638571.256226 + Penalty 3122.045459 = -1635449.210767
  nChanged 104
		SP:Iteration 34Q (150262.540000 sec): 3 clusters
  Score: Raw -1638607.917850 + Penalty 3122.045459 = -1635485.872391
  nChanged 97
		SP:Iteration 35Q (150262.740000 sec): 3 clusters
  Score: Raw -1638644.490466 + Penalty 3122.045459 = -1635522.445007
  nChanged 78
		SP:Iteration 36Q (150263.020000 sec): 3 clusters
  Score: Raw -1638676.485490 + Penalty 3122.045459 = -1635554.440031
  nChanged 81
		SP:Iteration 37Q (150263.230000 sec): 3 clusters
  Score: Raw -1638711.549966 + Penalty 3122.045459 = -1635589.504507
  nChanged 83
		SP:Iteration 38Q (150263.490000 sec): 3 clusters
  Score: Raw -1638747.220812 + Penalty 3122.045459 = -1635625.175353
  nChanged 62
		SP:Iteration 39Q (150263.700000 sec): 3 clusters
  Score: Raw -1638772.014327 + Penalty 3122.045459 = -1635649.968868
  nChanged 64
		SP:Iteration 40F (150263.940000 sec): 3 clusters
  Score: Raw -1638798.859490 + Penalty 3122.045459 = -1635676.814031
  nChanged 60
		SP:Iteration 41Q (150264.160000 sec): 3 clusters
  Score: Raw -1638828.975871 + Penalty 3122.045459 = -1635706.930413
  nChanged 60
		SP:Iteration 42Q (150264.350000 sec): 3 clusters
  Score: Raw -1638859.476543 + Penalty 3122.045459 = -1635737.431084
  nChanged 65
		SP:Iteration 43Q (150264.560000 sec): 3 clusters
  Score: Raw -1638891.689862 + Penalty 3122.045459 = -1635769.644403
  nChanged 44
		SP:Iteration 44Q (150264.810000 sec): 3 clusters
  Score: Raw -1638913.028262 + Penalty 3122.045459 = -1635790.982803
  nChanged 45
		SP:Iteration 45Q (150265.040000 sec): 3 clusters
  Score: Raw -1638938.762908 + Penalty 3122.045459 = -1635816.717449
  nChanged 41
		SP:Iteration 46Q (150265.310000 sec): 3 clusters
  Score: Raw -1638963.285504 + Penalty 3122.045459 = -1635841.240045
  nChanged 35
		SP:Iteration 47Q (150265.540000 sec): 3 clusters
  Score: Raw -1638985.741370 + Penalty 3122.045459 = -1635863.695911
  nChanged 33
		SP:Iteration 48Q (150265.760000 sec): 3 clusters
  Score: Raw -1639006.621718 + Penalty 3122.045459 = -1635884.576259
  nChanged 34
		SP:Iteration 49Q (150266.010000 sec): 3 clusters
  Score: Raw -1639026.889385 + Penalty 3122.045459 = -1635904.843926
  nChanged 28
		SP:Iteration 50Q (150266.250000 sec): 3 clusters
  Score: Raw -1639043.675251 + Penalty 3122.045459 = -1635921.629792
  nChanged 36
		SP:Iteration 51Q (150266.470000 sec): 3 clusters
  Score: Raw -1639061.475448 + Penalty 3122.045459 = -1635939.429989
  nChanged 26
		SP:Iteration 52Q (150266.730000 sec): 3 clusters
  Score: Raw -1639074.999392 + Penalty 3122.045459 = -1635952.953933
  nChanged 24
		SP:Iteration 53Q (150266.950000 sec): 3 clusters
  Score: Raw -1639087.191840 + Penalty 3122.045459 = -1635965.146381
  nChanged 21
		SP:Iteration 54Q (150267.180000 sec): 3 clusters
  Score: Raw -1639096.744761 + Penalty 3122.045459 = -1635974.699302
  nChanged 16
		SP:Iteration 55Q (150267.370000 sec): 3 clusters
  Score: Raw -1639103.649792 + Penalty 3122.045459 = -1635981.604333
  nChanged 15
		SP:Iteration 56Q (150267.630000 sec): 3 clusters
  Score: Raw -1639111.196006 + Penalty 3122.045459 = -1635989.150547
  nChanged 7
		SP:Iteration 57Q (150267.850000 sec): 3 clusters
  Score: Raw -1639114.227142 + Penalty 3122.045459 = -1635992.181683
  nChanged 11
		SP:Iteration 58Q (150268.050000 sec): 3 clusters
  Score: Raw -1639118.613175 + Penalty 3122.045459 = -1635996.567716
  nChanged 12
		SP:Iteration 59Q (150268.330000 sec): 3 clusters
  Score: Raw -1639122.192256 + Penalty 3122.045459 = -1636000.146797
  nChanged 6
		SP:Iteration 60F (150268.550000 sec): 3 clusters
  Score: Raw -1639123.577261 + Penalty 3122.045459 = -1636001.531802
  nChanged 4
		SP:Iteration 61Q (150268.740000 sec): 3 clusters
  Score: Raw -1639124.779663 + Penalty 3122.045459 = -1636002.734204
  nChanged 4
		SP:Iteration 62Q (150268.950000 sec): 3 clusters
  Score: Raw -1639125.902232 + Penalty 3122.045459 = -1636003.856773
  nChanged 2
		SP:Iteration 63Q (150269.160000 sec): 3 clusters
  Score: Raw -1639126.257829 + Penalty 3122.045459 = -1636004.212370
  nChanged 0
		SP:Iteration 64F (150269.410000 sec): 3 clusters
  Score: Raw -1639126.257829 + Penalty 3122.045459 = -1636004.212370
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150269.490000 sec): 2 clusters
  Score: Raw -390966.272917 + Penalty 1342.665833 = -389623.607084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150269.700000 sec): 3 clusters
  Score: Raw -389071.133238 + Penalty 2685.331666 = -386385.801572
  nChanged 1490
		SP:Iteration 1F (150269.890000 sec): 3 clusters
  Score: Raw -390206.126102 + Penalty 2685.331666 = -387520.794436
  nChanged 414
		SP:Iteration 2F (150270.090000 sec): 3 clusters
  Score: Raw -390632.589536 + Penalty 2685.331666 = -387947.257870
  nChanged 304
		SP:Iteration 3F (150270.290000 sec): 3 clusters
  Score: Raw -390932.010905 + Penalty 2685.331666 = -388246.679239
  nChanged 240
		SP:Iteration 4F (150270.460000 sec): 3 clusters
  Score: Raw -391158.693703 + Penalty 2685.331666 = -388473.362037
  nChanged 169
		SP:Iteration 5Q (150270.690000 sec): 3 clusters
  Score: Raw -391284.966544 + Penalty 2685.331666 = -388599.634878
  nChanged 115
		SP:Iteration 6Q (150270.840000 sec): 3 clusters
  Score: Raw -391371.639879 + Penalty 2685.331666 = -388686.308213
  nChanged 93
		SP:Iteration 7Q (150271.010000 sec): 3 clusters
  Score: Raw -391448.617325 + Penalty 2685.331666 = -388763.285658
  nChanged 85
		SP:Iteration 8Q (150271.200000 sec): 3 clusters
  Score: Raw -391506.291063 + Penalty 2685.331666 = -388820.959397
  nChanged 74
		SP:Iteration 9Q (150271.320000 sec): 3 clusters
  Score: Raw -391549.199361 + Penalty 2685.331666 = -388863.867695
  nChanged 63
		SP:Iteration 10Q (150271.470000 sec): 3 clusters
  Score: Raw -391579.287507 + Penalty 2685.331666 = -388893.955840
  nChanged 60
		SP:Iteration 11Q (150271.620000 sec): 3 clusters
  Score: Raw -391610.039254 + Penalty 2685.331666 = -388924.707588
  nChanged 44
		SP:Iteration 12Q (150271.750000 sec): 3 clusters
  Score: Raw -391640.092001 + Penalty 2685.331666 = -388954.760335
  nChanged 53
		SP:Iteration 13Q (150271.940000 sec): 3 clusters
  Score: Raw -391674.023026 + Penalty 2685.331666 = -388988.691360
  nChanged 54
		SP:Iteration 14Q (150272.100000 sec): 3 clusters
  Score: Raw -391712.038381 + Penalty 2685.331666 = -389026.706715
  nChanged 55
		SP:Iteration 15Q (150272.320000 sec): 3 clusters
  Score: Raw -391742.273965 + Penalty 2685.331666 = -389056.942299
  nChanged 45
		SP:Iteration 16Q (150272.510000 sec): 3 clusters
  Score: Raw -391771.668207 + Penalty 2685.331666 = -389086.336541
  nChanged 41
		SP:Iteration 17Q (150272.700000 sec): 3 clusters
  Score: Raw -391797.109481 + Penalty 2685.331666 = -389111.777814
  nChanged 42
		SP:Iteration 18Q (150272.900000 sec): 3 clusters
  Score: Raw -391829.114423 + Penalty 2685.331666 = -389143.782757
  nChanged 35
		SP:Iteration 19Q (150273.040000 sec): 3 clusters
  Score: Raw -391848.594606 + Penalty 2685.331666 = -389163.262940
  nChanged 40
		SP:Iteration 20F (150273.240000 sec): 3 clusters
  Score: Raw -391874.350079 + Penalty 2685.331666 = -389189.018413
  nChanged 43
		SP:Iteration 21Q (150273.470000 sec): 3 clusters
  Score: Raw -391891.455103 + Penalty 2685.331666 = -389206.123436
  nChanged 34
		SP:Iteration 22Q (150273.650000 sec): 3 clusters
  Score: Raw -391904.051878 + Penalty 2685.331666 = -389218.720212
  nChanged 25
		SP:Iteration 23Q (150273.780000 sec): 3 clusters
  Score: Raw -391915.811336 + Penalty 2685.331666 = -389230.479670
  nChanged 14
		SP:Iteration 24Q (150273.950000 sec): 3 clusters
  Score: Raw -391927.200360 + Penalty 2685.331666 = -389241.868694
  nChanged 20
		SP:Iteration 25Q (150274.120000 sec): 3 clusters
  Score: Raw -391937.480474 + Penalty 2685.331666 = -389252.148808
  nChanged 15
		SP:Iteration 26Q (150274.280000 sec): 3 clusters
  Score: Raw -391942.825844 + Penalty 2685.331666 = -389257.494177
  nChanged 5
		SP:Iteration 27Q (150274.440000 sec): 3 clusters
  Score: Raw -391944.046402 + Penalty 2685.331666 = -389258.714736
  nChanged 1
		SP:Iteration 28Q (150274.610000 sec): 3 clusters
  Score: Raw -391944.157388 + Penalty 2685.331666 = -389258.825722
  nChanged 1
		SP:Iteration 29Q (150274.770000 sec): 3 clusters
  Score: Raw -391944.333508 + Penalty 2685.331666 = -389259.001841
  nChanged 0
		SP:Iteration 30F (150274.920000 sec): 3 clusters
  Score: Raw -391944.333508 + Penalty 2685.331666 = -389259.001841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (128646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150275.730000 sec): 2 clusters
  Score: Raw -13516533.821014 + Penalty 1911.783205 = -13514622.037809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150276.620000 sec): 3 clusters
  Score: Raw -13432441.678675 + Penalty 3823.566411 = -13428618.112264
  nChanged 61748
		SP:Iteration 1F (150277.450000 sec): 3 clusters
  Score: Raw -13468562.436820 + Penalty 3823.566411 = -13464738.870409
  nChanged 4988
		SP:Iteration 2Q (150278.250000 sec): 3 clusters
  Score: Raw -13470020.682850 + Penalty 3823.566411 = -13466197.116439
  nChanged 5268
		SP:Iteration 3Q (150279.000000 sec): 3 clusters
  Score: Raw -13471855.619902 + Penalty 3823.566411 = -13468032.053492
  nChanged 5812
		SP:Iteration 4Q (150279.720000 sec): 3 clusters
  Score: Raw -13474330.148774 + Penalty 3823.566411 = -13470506.582363
  nChanged 6641
		SP:Iteration 5F (150280.350000 sec): 3 clusters
  Score: Raw -13477524.118449 + Penalty 3823.566411 = -13473700.552039
  nChanged 7201
		SP:Iteration 6F (150281.060000 sec): 3 clusters
  Score: Raw -13481465.477138 + Penalty 3823.566411 = -13477641.910727
  nChanged 7663
		SP:Iteration 7F (150281.860000 sec): 3 clusters
  Score: Raw -13486207.450097 + Penalty 3823.566411 = -13482383.883686
  nChanged 7757
		SP:Iteration 8F (150282.600000 sec): 3 clusters
  Score: Raw -13491212.691456 + Penalty 3823.566411 = -13487389.125045
  nChanged 7056
		SP:Iteration 9F (150283.320000 sec): 3 clusters
  Score: Raw -13495537.021292 + Penalty 3823.566411 = -13491713.454882
  nChanged 5519
		SP:Iteration 10Q (150284.120000 sec): 3 clusters
  Score: Raw -13498221.131584 + Penalty 3823.566411 = -13494397.565173
  nChanged 3841
		SP:Iteration 11Q (150284.920000 sec): 3 clusters
  Score: Raw -13499528.292060 + Penalty 3823.566411 = -13495704.725649
  nChanged 2671
		SP:Iteration 12Q (150285.820000 sec): 3 clusters
  Score: Raw -13500262.893034 + Penalty 3823.566411 = -13496439.326623
  nChanged 1902
		SP:Iteration 13Q (150286.710000 sec): 3 clusters
  Score: Raw -13500724.754082 + Penalty 3823.566411 = -13496901.187671
  nChanged 1662
		SP:Iteration 14Q (150287.620000 sec): 3 clusters
  Score: Raw -13501134.732038 + Penalty 3823.566411 = -13497311.165627
  nChanged 1637
		SP:Iteration 15Q (150288.540000 sec): 3 clusters
  Score: Raw -13501555.696503 + Penalty 3823.566411 = -13497732.130092
  nChanged 1644
		SP:Iteration 16Q (150289.440000 sec): 3 clusters
  Score: Raw -13501991.097362 + Penalty 3823.566411 = -13498167.530951
  nChanged 1625
		SP:Iteration 17Q (150290.260000 sec): 3 clusters
  Score: Raw -13502433.196950 + Penalty 3823.566411 = -13498609.630539
  nChanged 1647
		SP:Iteration 18Q (150291.170000 sec): 3 clusters
  Score: Raw -13502876.264552 + Penalty 3823.566411 = -13499052.698141
  nChanged 1613
		SP:Iteration 19Q (150292.000000 sec): 3 clusters
  Score: Raw -13503299.551116 + Penalty 3823.566411 = -13499475.984706
  nChanged 1562
		SP:Iteration 20F (150292.820000 sec): 3 clusters
  Score: Raw -13503702.548554 + Penalty 3823.566411 = -13499878.982144
  nChanged 1518
		SP:Iteration 21Q (150293.670000 sec): 3 clusters
  Score: Raw -13504102.812571 + Penalty 3823.566411 = -13500279.246160
  nChanged 1480
		SP:Iteration 22Q (150294.600000 sec): 3 clusters
  Score: Raw -13504475.328596 + Penalty 3823.566411 = -13500651.762185
  nChanged 1449
		SP:Iteration 23Q (150295.520000 sec): 3 clusters
  Score: Raw -13504848.411916 + Penalty 3823.566411 = -13501024.845505
  nChanged 1438
		SP:Iteration 24Q (150296.440000 sec): 3 clusters
  Score: Raw -13505210.631597 + Penalty 3823.566411 = -13501387.065187
  nChanged 1420
		SP:Iteration 25Q (150297.340000 sec): 3 clusters
  Score: Raw -13505558.977233 + Penalty 3823.566411 = -13501735.410822
  nChanged 1428
		SP:Iteration 26Q (150298.250000 sec): 3 clusters
  Score: Raw -13505923.347791 + Penalty 3823.566411 = -13502099.781380
  nChanged 1429
		SP:Iteration 27Q (150299.120000 sec): 3 clusters
  Score: Raw -13506302.584130 + Penalty 3823.566411 = -13502479.017719
  nChanged 1444
		SP:Iteration 28Q (150300.010000 sec): 3 clusters
  Score: Raw -13506671.812453 + Penalty 3823.566411 = -13502848.246042
  nChanged 1488
		SP:Iteration 29Q (150300.940000 sec): 3 clusters
  Score: Raw -13507075.959625 + Penalty 3823.566411 = -13503252.393214
  nChanged 1474
		SP:Iteration 30Q (150301.850000 sec): 3 clusters
  Score: Raw -13507492.167334 + Penalty 3823.566411 = -13503668.600924
  nChanged 1499
		SP:Iteration 31Q (150302.770000 sec): 3 clusters
  Score: Raw -13507922.596521 + Penalty 3823.566411 = -13504099.030111
  nChanged 1447
		SP:Iteration 32Q (150303.700000 sec): 3 clusters
  Score: Raw -13508338.980212 + Penalty 3823.566411 = -13504515.413801
  nChanged 1400
		SP:Iteration 33Q (150304.660000 sec): 3 clusters
  Score: Raw -13508725.600391 + Penalty 3823.566411 = -13504902.033980
  nChanged 1366
		SP:Iteration 34Q (150305.540000 sec): 3 clusters
  Score: Raw -13509101.637095 + Penalty 3823.566411 = -13505278.070685
  nChanged 1312
		SP:Iteration 35Q (150306.360000 sec): 3 clusters
  Score: Raw -13509455.462605 + Penalty 3823.566411 = -13505631.896194
  nChanged 1291
		SP:Iteration 36Q (150307.190000 sec): 3 clusters
  Score: Raw -13509821.290995 + Penalty 3823.566411 = -13505997.724585
  nChanged 1317
		SP:Iteration 37Q (150308.020000 sec): 3 clusters
  Score: Raw -13510192.809292 + Penalty 3823.566411 = -13506369.242882
  nChanged 1334
		SP:Iteration 38Q (150308.850000 sec): 3 clusters
  Score: Raw -13510584.899336 + Penalty 3823.566411 = -13506761.332925
  nChanged 1330
		SP:Iteration 39Q (150309.730000 sec): 3 clusters
  Score: Raw -13511000.201350 + Penalty 3823.566411 = -13507176.634939
  nChanged 1287
		SP:Iteration 40F (150310.600000 sec): 3 clusters
  Score: Raw -13511435.656586 + Penalty 3823.566411 = -13507612.090176
  nChanged 1277
		SP:Iteration 41Q (150311.410000 sec): 3 clusters
  Score: Raw -13511861.382684 + Penalty 3823.566411 = -13508037.816273
  nChanged 1326
		SP:Iteration 42Q (150312.230000 sec): 3 clusters
  Score: Raw -13512332.257455 + Penalty 3823.566411 = -13508508.691044
  nChanged 1338
		SP:Iteration 43Q (150313.080000 sec): 3 clusters
  Score: Raw -13512833.292823 + Penalty 3823.566411 = -13509009.726413
  nChanged 1339
		SP:Iteration 44Q (150313.860000 sec): 3 clusters
  Score: Raw -13513344.415799 + Penalty 3823.566411 = -13509520.849389
  nChanged 1261
		SP:Iteration 45Q (150314.730000 sec): 3 clusters
  Score: Raw -13513829.691878 + Penalty 3823.566411 = -13510006.125467
  nChanged 1149
		SP:Iteration 46Q (150315.580000 sec): 3 clusters
  Score: Raw -13514277.438233 + Penalty 3823.566411 = -13510453.871822
  nChanged 1134
		SP:Iteration 47Q (150316.440000 sec): 3 clusters
  Score: Raw -13514745.019259 + Penalty 3823.566411 = -13510921.452849
  nChanged 1007
		SP:Iteration 48Q (150317.220000 sec): 3 clusters
  Score: Raw -13515172.284340 + Penalty 3823.566411 = -13511348.717929
  nChanged 897
		SP:Iteration 49Q (150317.990000 sec): 3 clusters
  Score: Raw -13515553.826082 + Penalty 3823.566411 = -13511730.259671
  nChanged 822
		SP:Iteration 50Q (150318.820000 sec): 3 clusters
  Score: Raw -13515924.949021 + Penalty 3823.566411 = -13512101.382611
  nChanged 707
		SP:Iteration 51Q (150319.650000 sec): 3 clusters
  Score: Raw -13516263.275933 + Penalty 3823.566411 = -13512439.709522
  nChanged 594
		SP:Iteration 52Q (150320.480000 sec): 3 clusters
  Score: Raw -13516551.616095 + Penalty 3823.566411 = -13512728.049684
  nChanged 473
		SP:Iteration 53Q (150321.310000 sec): 3 clusters
  Score: Raw -13516766.197220 + Penalty 3823.566411 = -13512942.630809
  nChanged 397
		SP:Iteration 54Q (150322.110000 sec): 3 clusters
  Score: Raw -13516924.593290 + Penalty 3823.566411 = -13513101.026879
  nChanged 312
		SP:Iteration 55Q (150322.900000 sec): 3 clusters
  Score: Raw -13517048.901067 + Penalty 3823.566411 = -13513225.334656
  nChanged 260
		SP:Iteration 56Q (150323.650000 sec): 3 clusters
  Score: Raw -13517141.538992 + Penalty 3823.566411 = -13513317.972581
  nChanged 216
		SP:Iteration 57Q (150324.500000 sec): 3 clusters
  Score: Raw -13517216.529722 + Penalty 3823.566411 = -13513392.963311
  nChanged 184
		SP:Iteration 58Q (150325.360000 sec): 3 clusters
  Score: Raw -13517274.537090 + Penalty 3823.566411 = -13513450.970680
  nChanged 145
		SP:Iteration 59Q (150326.240000 sec): 3 clusters
  Score: Raw -13517312.779608 + Penalty 3823.566411 = -13513489.213197
  nChanged 121
		SP:Iteration 60F (150327.080000 sec): 3 clusters
  Score: Raw -13517344.683494 + Penalty 3823.566411 = -13513521.117083
  nChanged 95
		SP:Iteration 61Q (150327.960000 sec): 3 clusters
  Score: Raw -13517373.151964 + Penalty 3823.566411 = -13513549.585554
  nChanged 88
		SP:Iteration 62Q (150328.810000 sec): 3 clusters
  Score: Raw -13517395.560133 + Penalty 3823.566411 = -13513571.993723
  nChanged 74
		SP:Iteration 63Q (150329.580000 sec): 3 clusters
  Score: Raw -13517413.146000 + Penalty 3823.566411 = -13513589.579590
  nChanged 50
		SP:Iteration 64Q (150330.270000 sec): 3 clusters
  Score: Raw -13517424.251599 + Penalty 3823.566411 = -13513600.685188
  nChanged 46
		SP:Iteration 65Q (150330.960000 sec): 3 clusters
  Score: Raw -13517436.912453 + Penalty 3823.566411 = -13513613.346042
  nChanged 51
		SP:Iteration 66Q (150331.640000 sec): 3 clusters
  Score: Raw -13517449.564713 + Penalty 3823.566411 = -13513625.998303
  nChanged 44
		SP:Iteration 67Q (150332.390000 sec): 3 clusters
  Score: Raw -13517460.626828 + Penalty 3823.566411 = -13513637.060418
  nChanged 41
		SP:Iteration 68Q (150333.060000 sec): 3 clusters
  Score: Raw -13517470.616411 + Penalty 3823.566411 = -13513647.050000
  nChanged 32
		SP:Iteration 69Q (150333.810000 sec): 3 clusters
  Score: Raw -13517475.419000 + Penalty 3823.566411 = -13513651.852590
  nChanged 22
		SP:Iteration 70Q (150334.590000 sec): 3 clusters
  Score: Raw -13517479.749287 + Penalty 3823.566411 = -13513656.182876
  nChanged 15
		SP:Iteration 71Q (150335.400000 sec): 3 clusters
  Score: Raw -13517482.997433 + Penalty 3823.566411 = -13513659.431022
  nChanged 15
		SP:Iteration 72Q (150336.260000 sec): 3 clusters
  Score: Raw -13517485.416980 + Penalty 3823.566411 = -13513661.850569
  nChanged 16
		SP:Iteration 73Q (150337.070000 sec): 3 clusters
  Score: Raw -13517487.362282 + Penalty 3823.566411 = -13513663.795871
  nChanged 11
		SP:Iteration 74Q (150337.920000 sec): 3 clusters
  Score: Raw -13517488.713442 + Penalty 3823.566411 = -13513665.147031
  nChanged 7
		SP:Iteration 75Q (150338.790000 sec): 3 clusters
  Score: Raw -13517489.495315 + Penalty 3823.566411 = -13513665.928904
  nChanged 7
		SP:Iteration 76Q (150339.620000 sec): 3 clusters
  Score: Raw -13517490.478482 + Penalty 3823.566411 = -13513666.912071
  nChanged 7
		SP:Iteration 77Q (150340.500000 sec): 3 clusters
  Score: Raw -13517491.401453 + Penalty 3823.566411 = -13513667.835043
  nChanged 7
		SP:Iteration 78Q (150341.390000 sec): 3 clusters
  Score: Raw -13517492.319853 + Penalty 3823.566411 = -13513668.753443
  nChanged 4
		SP:Iteration 79Q (150342.230000 sec): 3 clusters
  Score: Raw -13517492.691262 + Penalty 3823.566411 = -13513669.124852
  nChanged 2
		SP:Iteration 80F (150343.100000 sec): 3 clusters
  Score: Raw -13517492.913147 + Penalty 3823.566411 = -13513669.346736
  nChanged 3
		SP:Iteration 81Q (150343.930000 sec): 3 clusters
  Score: Raw -13517493.374892 + Penalty 3823.566411 = -13513669.808482
  nChanged 4
		SP:Iteration 82Q (150344.770000 sec): 3 clusters
  Score: Raw -13517493.822979 + Penalty 3823.566411 = -13513670.256568
  nChanged 3
		SP:Iteration 83Q (150345.640000 sec): 3 clusters
  Score: Raw -13517494.118228 + Penalty 3823.566411 = -13513670.551818
  nChanged 6
		SP:Iteration 84Q (150346.520000 sec): 3 clusters
  Score: Raw -13517494.853157 + Penalty 3823.566411 = -13513671.286746
  nChanged 2
		SP:Iteration 85Q (150347.360000 sec): 3 clusters
  Score: Raw -13517495.072943 + Penalty 3823.566411 = -13513671.506533
  nChanged 1
		SP:Iteration 86Q (150348.200000 sec): 3 clusters
  Score: Raw -13517495.159315 + Penalty 3823.566411 = -13513671.592904
  nChanged 1
		SP:Iteration 87Q (150348.990000 sec): 3 clusters
  Score: Raw -13517495.256347 + Penalty 3823.566411 = -13513671.689937
  nChanged 0
		SP:Iteration 88F (150349.780000 sec): 3 clusters
  Score: Raw -13517495.256347 + Penalty 3823.566411 = -13513671.689937
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150350.040000 sec): 2 clusters
  Score: Raw -401980.765849 + Penalty 1334.674532 = -400646.091317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150350.200000 sec): 3 clusters
  Score: Raw -400183.111743 + Penalty 2669.349065 = -397513.762679
  nChanged 1416
		SP:Iteration 1F (150350.400000 sec): 3 clusters
  Score: Raw -400921.877873 + Penalty 2669.349065 = -398252.528809
  nChanged 247
		SP:Iteration 2F (150350.600000 sec): 3 clusters
  Score: Raw -401073.114073 + Penalty 2669.349065 = -398403.765008
  nChanged 182
		SP:Iteration 3Q (150350.770000 sec): 3 clusters
  Score: Raw -401172.195288 + Penalty 2669.349065 = -398502.846224
  nChanged 125
		SP:Iteration 4Q (150350.970000 sec): 3 clusters
  Score: Raw -401247.507694 + Penalty 2669.349065 = -398578.158630
  nChanged 132
		SP:Iteration 5Q (150351.100000 sec): 3 clusters
  Score: Raw -401336.519289 + Penalty 2669.349065 = -398667.170224
  nChanged 150
		SP:Iteration 6Q (150351.280000 sec): 3 clusters
  Score: Raw -401422.392048 + Penalty 2669.349065 = -398753.042984
  nChanged 128
		SP:Iteration 7Q (150351.440000 sec): 3 clusters
  Score: Raw -401497.648295 + Penalty 2669.349065 = -398828.299231
  nChanged 123
		SP:Iteration 8Q (150351.600000 sec): 3 clusters
  Score: Raw -401570.152642 + Penalty 2669.349065 = -398900.803578
  nChanged 143
		SP:Iteration 9Q (150351.820000 sec): 3 clusters
  Score: Raw -401659.709123 + Penalty 2669.349065 = -398990.360059
  nChanged 136
		SP:Iteration 10Q (150352.000000 sec): 3 clusters
  Score: Raw -401755.995724 + Penalty 2669.349065 = -399086.646659
  nChanged 146
		SP:Iteration 11Q (150352.190000 sec): 3 clusters
  Score: Raw -401847.270355 + Penalty 2669.349065 = -399177.921290
  nChanged 125
		SP:Iteration 12Q (150352.370000 sec): 3 clusters
  Score: Raw -401929.474934 + Penalty 2669.349065 = -399260.125869
  nChanged 113
		SP:Iteration 13Q (150352.540000 sec): 3 clusters
  Score: Raw -402007.979740 + Penalty 2669.349065 = -399338.630676
  nChanged 103
		SP:Iteration 14Q (150352.710000 sec): 3 clusters
  Score: Raw -402069.188835 + Penalty 2669.349065 = -399399.839770
  nChanged 86
		SP:Iteration 15Q (150352.940000 sec): 3 clusters
  Score: Raw -402130.681067 + Penalty 2669.349065 = -399461.332003
  nChanged 94
		SP:Iteration 16Q (150353.080000 sec): 3 clusters
  Score: Raw -402188.235916 + Penalty 2669.349065 = -399518.886851
  nChanged 58
		SP:Iteration 17Q (150353.250000 sec): 3 clusters
  Score: Raw -402222.517564 + Penalty 2669.349065 = -399553.168499
  nChanged 46
		SP:Iteration 18Q (150353.460000 sec): 3 clusters
  Score: Raw -402245.895411 + Penalty 2669.349065 = -399576.546346
  nChanged 34
		SP:Iteration 19Q (150353.640000 sec): 3 clusters
  Score: Raw -402261.328973 + Penalty 2669.349065 = -399591.979908
  nChanged 18
		SP:Iteration 20F (150353.800000 sec): 3 clusters
  Score: Raw -402268.041471 + Penalty 2669.349065 = -399598.692406
  nChanged 16
		SP:Iteration 21Q (150354.000000 sec): 3 clusters
  Score: Raw -402273.676926 + Penalty 2669.349065 = -399604.327861
  nChanged 9
		SP:Iteration 22Q (150354.140000 sec): 3 clusters
  Score: Raw -402277.010170 + Penalty 2669.349065 = -399607.661106
  nChanged 7
		SP:Iteration 23Q (150354.310000 sec): 3 clusters
  Score: Raw -402278.666991 + Penalty 2669.349065 = -399609.317927
  nChanged 2
		SP:Iteration 24Q (150354.440000 sec): 3 clusters
  Score: Raw -402278.891797 + Penalty 2669.349065 = -399609.542732
  nChanged 1
		SP:Iteration 25Q (150354.610000 sec): 3 clusters
  Score: Raw -402279.234000 + Penalty 2669.349065 = -399609.884935
  nChanged 1
		SP:Iteration 26Q (150354.760000 sec): 3 clusters
  Score: Raw -402279.485958 + Penalty 2669.349065 = -399610.136894
  nChanged 1
		SP:Iteration 27Q (150354.930000 sec): 3 clusters
  Score: Raw -402279.645241 + Penalty 2669.349065 = -399610.296176
  nChanged 0
		SP:Iteration 28F (150355.090000 sec): 3 clusters
  Score: Raw -402279.645241 + Penalty 2669.349065 = -399610.296176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150355.210000 sec): 2 clusters
  Score: Raw -350861.252447 + Penalty 1309.837758 = -349551.414689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150355.390000 sec): 3 clusters
  Score: Raw -349334.243025 + Penalty 2619.675515 = -346714.567509
  nChanged 1174
		SP:Iteration 1F (150355.550000 sec): 3 clusters
  Score: Raw -350013.109926 + Penalty 2619.675515 = -347393.434410
  nChanged 223
		SP:Iteration 2F (150355.770000 sec): 3 clusters
  Score: Raw -350134.321024 + Penalty 2619.675515 = -347514.645509
  nChanged 150
		SP:Iteration 3Q (150355.950000 sec): 3 clusters
  Score: Raw -350230.949501 + Penalty 2619.675515 = -347611.273986
  nChanged 133
		SP:Iteration 4Q (150356.140000 sec): 3 clusters
  Score: Raw -350334.681971 + Penalty 2619.675515 = -347715.006455
  nChanged 150
		SP:Iteration 5Q (150356.350000 sec): 3 clusters
  Score: Raw -350437.278261 + Penalty 2619.675515 = -347817.602746
  nChanged 134
		SP:Iteration 6Q (150356.500000 sec): 3 clusters
  Score: Raw -350538.607358 + Penalty 2619.675515 = -347918.931843
  nChanged 138
		SP:Iteration 7Q (150356.670000 sec): 3 clusters
  Score: Raw -350655.821625 + Penalty 2619.675515 = -348036.146109
  nChanged 143
		SP:Iteration 8Q (150356.900000 sec): 3 clusters
  Score: Raw -350776.513861 + Penalty 2619.675515 = -348156.838345
  nChanged 129
		SP:Iteration 9Q (150357.080000 sec): 3 clusters
  Score: Raw -350889.877354 + Penalty 2619.675515 = -348270.201839
  nChanged 107
		SP:Iteration 10Q (150357.270000 sec): 3 clusters
  Score: Raw -350981.650409 + Penalty 2619.675515 = -348361.974894
  nChanged 82
		SP:Iteration 11Q (150357.450000 sec): 3 clusters
  Score: Raw -351041.058175 + Penalty 2619.675515 = -348421.382660
  nChanged 57
		SP:Iteration 12Q (150357.620000 sec): 3 clusters
  Score: Raw -351088.178129 + Penalty 2619.675515 = -348468.502614
  nChanged 39
		SP:Iteration 13Q (150357.790000 sec): 3 clusters
  Score: Raw -351116.463442 + Penalty 2619.675515 = -348496.787927
  nChanged 29
		SP:Iteration 14Q (150357.940000 sec): 3 clusters
  Score: Raw -351137.967452 + Penalty 2619.675515 = -348518.291937
  nChanged 26
		SP:Iteration 15Q (150358.110000 sec): 3 clusters
  Score: Raw -351157.054134 + Penalty 2619.675515 = -348537.378619
  nChanged 22
		SP:Iteration 16Q (150358.230000 sec): 3 clusters
  Score: Raw -351169.833120 + Penalty 2619.675515 = -348550.157605
  nChanged 14
		SP:Iteration 17Q (150358.460000 sec): 3 clusters
  Score: Raw -351178.484701 + Penalty 2619.675515 = -348558.809186
  nChanged 15
		SP:Iteration 18Q (150358.630000 sec): 3 clusters
  Score: Raw -351190.614824 + Penalty 2619.675515 = -348570.939309
  nChanged 13
		SP:Iteration 19Q (150358.790000 sec): 3 clusters
  Score: Raw -351198.453041 + Penalty 2619.675515 = -348578.777526
  nChanged 8
		SP:Iteration 20F (150358.970000 sec): 3 clusters
  Score: Raw -351202.345303 + Penalty 2619.675515 = -348582.669788
  nChanged 5
		SP:Iteration 21Q (150359.170000 sec): 3 clusters
  Score: Raw -351204.621311 + Penalty 2619.675515 = -348584.945796
  nChanged 5
		SP:Iteration 22Q (150359.350000 sec): 3 clusters
  Score: Raw -351206.202932 + Penalty 2619.675515 = -348586.527417
  nChanged 3
		SP:Iteration 23Q (150359.510000 sec): 3 clusters
  Score: Raw -351208.245927 + Penalty 2619.675515 = -348588.570412
  nChanged 2
		SP:Iteration 24Q (150359.670000 sec): 3 clusters
  Score: Raw -351209.337740 + Penalty 2619.675515 = -348589.662225
  nChanged 2
		SP:Iteration 25Q (150359.890000 sec): 3 clusters
  Score: Raw -351210.541336 + Penalty 2619.675515 = -348590.865821
  nChanged 0
		SP:Iteration 26F (150360.090000 sec): 3 clusters
  Score: Raw -351210.541336 + Penalty 2619.675515 = -348590.865821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150360.160000 sec): 2 clusters
  Score: Raw -363683.888663 + Penalty 1316.965213 = -362366.923450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150360.310000 sec): 3 clusters
  Score: Raw -362040.922893 + Penalty 2633.930425 = -359406.992468
  nChanged 1289
		SP:Iteration 1F (150360.510000 sec): 3 clusters
  Score: Raw -362830.186222 + Penalty 2633.930425 = -360196.255797
  nChanged 254
		SP:Iteration 2F (150360.720000 sec): 3 clusters
  Score: Raw -362988.472187 + Penalty 2633.930425 = -360354.541762
  nChanged 178
		SP:Iteration 3F (150360.930000 sec): 3 clusters
  Score: Raw -363093.433813 + Penalty 2633.930425 = -360459.503388
  nChanged 133
		SP:Iteration 4Q (150361.110000 sec): 3 clusters
  Score: Raw -363170.536508 + Penalty 2633.930425 = -360536.606083
  nChanged 122
		SP:Iteration 5Q (150361.290000 sec): 3 clusters
  Score: Raw -363260.411730 + Penalty 2633.930425 = -360626.481305
  nChanged 112
		SP:Iteration 6Q (150361.430000 sec): 3 clusters
  Score: Raw -363359.699595 + Penalty 2633.930425 = -360725.769170
  nChanged 104
		SP:Iteration 7Q (150361.610000 sec): 3 clusters
  Score: Raw -363461.654062 + Penalty 2633.930425 = -360827.723637
  nChanged 122
		SP:Iteration 8Q (150361.780000 sec): 3 clusters
  Score: Raw -363584.113987 + Penalty 2633.930425 = -360950.183562
  nChanged 128
		SP:Iteration 9Q (150361.950000 sec): 3 clusters
  Score: Raw -363693.660888 + Penalty 2633.930425 = -361059.730463
  nChanged 107
		SP:Iteration 10Q (150362.130000 sec): 3 clusters
  Score: Raw -363770.146382 + Penalty 2633.930425 = -361136.215956
  nChanged 99
		SP:Iteration 11Q (150362.330000 sec): 3 clusters
  Score: Raw -363841.053626 + Penalty 2633.930425 = -361207.123201
  nChanged 87
		SP:Iteration 12Q (150362.510000 sec): 3 clusters
  Score: Raw -363898.879026 + Penalty 2633.930425 = -361264.948601
  nChanged 97
		SP:Iteration 13Q (150362.690000 sec): 3 clusters
  Score: Raw -363976.369334 + Penalty 2633.930425 = -361342.438909
  nChanged 90
		SP:Iteration 14Q (150362.870000 sec): 3 clusters
  Score: Raw -364039.791526 + Penalty 2633.930425 = -361405.861101
  nChanged 85
		SP:Iteration 15Q (150363.070000 sec): 3 clusters
  Score: Raw -364092.263485 + Penalty 2633.930425 = -361458.333060
  nChanged 61
		SP:Iteration 16Q (150363.210000 sec): 3 clusters
  Score: Raw -364122.825136 + Penalty 2633.930425 = -361488.894710
  nChanged 45
		SP:Iteration 17Q (150363.370000 sec): 3 clusters
  Score: Raw -364148.025644 + Penalty 2633.930425 = -361514.095218
  nChanged 35
		SP:Iteration 18Q (150363.530000 sec): 3 clusters
  Score: Raw -364163.687012 + Penalty 2633.930425 = -361529.756587
  nChanged 26
		SP:Iteration 19Q (150363.660000 sec): 3 clusters
  Score: Raw -364174.860458 + Penalty 2633.930425 = -361540.930033
  nChanged 14
		SP:Iteration 20F (150363.850000 sec): 3 clusters
  Score: Raw -364179.854717 + Penalty 2633.930425 = -361545.924292
  nChanged 10
		SP:Iteration 21Q (150364.020000 sec): 3 clusters
  Score: Raw -364182.246704 + Penalty 2633.930425 = -361548.316279
  nChanged 7
		SP:Iteration 22Q (150364.190000 sec): 3 clusters
  Score: Raw -364184.180293 + Penalty 2633.930425 = -361550.249868
  nChanged 4
		SP:Iteration 23Q (150364.370000 sec): 3 clusters
  Score: Raw -364185.201706 + Penalty 2633.930425 = -361551.271281
  nChanged 2
		SP:Iteration 24Q (150364.540000 sec): 3 clusters
  Score: Raw -364185.752347 + Penalty 2633.930425 = -361551.821922
  nChanged 3
		SP:Iteration 25Q (150364.740000 sec): 3 clusters
  Score: Raw -364186.450037 + Penalty 2633.930425 = -361552.519612
  nChanged 3
		SP:Iteration 26Q (150364.900000 sec): 3 clusters
  Score: Raw -364187.672310 + Penalty 2633.930425 = -361553.741884
  nChanged 2
		SP:Iteration 27Q (150365.100000 sec): 3 clusters
  Score: Raw -364188.099955 + Penalty 2633.930425 = -361554.169530
  nChanged 2
		SP:Iteration 28Q (150365.310000 sec): 3 clusters
  Score: Raw -364188.825775 + Penalty 2633.930425 = -361554.895350
  nChanged 2
		SP:Iteration 29Q (150365.480000 sec): 3 clusters
  Score: Raw -364189.216840 + Penalty 2633.930425 = -361555.286415
  nChanged 1
		SP:Iteration 30Q (150365.640000 sec): 3 clusters
  Score: Raw -364189.635453 + Penalty 2633.930425 = -361555.705028
  nChanged 2
		SP:Iteration 31Q (150365.780000 sec): 3 clusters
  Score: Raw -364190.372914 + Penalty 2633.930425 = -361556.442489
  nChanged 3
		SP:Iteration 32Q (150366.000000 sec): 3 clusters
  Score: Raw -364191.723634 + Penalty 2633.930425 = -361557.793209
  nChanged 4
		SP:Iteration 33Q (150366.170000 sec): 3 clusters
  Score: Raw -364193.762804 + Penalty 2633.930425 = -361559.832379
  nChanged 4
		SP:Iteration 34Q (150366.330000 sec): 3 clusters
  Score: Raw -364195.177830 + Penalty 2633.930425 = -361561.247405
  nChanged 8
		SP:Iteration 35Q (150366.540000 sec): 3 clusters
  Score: Raw -364197.721167 + Penalty 2633.930425 = -361563.790742
  nChanged 6
		SP:Iteration 36Q (150366.740000 sec): 3 clusters
  Score: Raw -364199.381235 + Penalty 2633.930425 = -361565.450810
  nChanged 4
		SP:Iteration 37Q (150366.840000 sec): 3 clusters
  Score: Raw -364200.684312 + Penalty 2633.930425 = -361566.753887
  nChanged 3
		SP:Iteration 38Q (150367.020000 sec): 3 clusters
  Score: Raw -364201.096717 + Penalty 2633.930425 = -361567.166292
  nChanged 4
		SP:Iteration 39Q (150367.190000 sec): 3 clusters
  Score: Raw -364202.042911 + Penalty 2633.930425 = -361568.112486
  nChanged 1
		SP:Iteration 40F (150367.340000 sec): 3 clusters
  Score: Raw -364202.201963 + Penalty 2633.930425 = -361568.271538
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150367.480000 sec): 2 clusters
  Score: Raw -612367.617111 + Penalty 1413.968790 = -610953.648320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150367.670000 sec): 3 clusters
  Score: Raw -609119.459729 + Penalty 2827.937581 = -606291.522148
  nChanged 2523
		SP:Iteration 1F (150367.880000 sec): 3 clusters
  Score: Raw -610673.595737 + Penalty 2827.937581 = -607845.658156
  nChanged 444
		SP:Iteration 2F (150368.120000 sec): 3 clusters
  Score: Raw -610920.581853 + Penalty 2827.937581 = -608092.644272
  nChanged 362
		SP:Iteration 3F (150368.330000 sec): 3 clusters
  Score: Raw -611110.057367 + Penalty 2827.937581 = -608282.119786
  nChanged 272
		SP:Iteration 4Q (150368.500000 sec): 3 clusters
  Score: Raw -611274.471162 + Penalty 2827.937581 = -608446.533581
  nChanged 292
		SP:Iteration 5Q (150368.680000 sec): 3 clusters
  Score: Raw -611490.107021 + Penalty 2827.937581 = -608662.169440
  nChanged 313
		SP:Iteration 6F (150368.840000 sec): 3 clusters
  Score: Raw -611721.124650 + Penalty 2827.937581 = -608893.187069
  nChanged 278
		SP:Iteration 7Q (150369.020000 sec): 3 clusters
  Score: Raw -611931.062977 + Penalty 2827.937581 = -609103.125396
  nChanged 261
		SP:Iteration 8Q (150369.220000 sec): 3 clusters
  Score: Raw -612132.606949 + Penalty 2827.937581 = -609304.669368
  nChanged 243
		SP:Iteration 9Q (150369.410000 sec): 3 clusters
  Score: Raw -612340.004314 + Penalty 2827.937581 = -609512.066733
  nChanged 223
		SP:Iteration 10Q (150369.610000 sec): 3 clusters
  Score: Raw -612473.007866 + Penalty 2827.937581 = -609645.070285
  nChanged 174
		SP:Iteration 11Q (150369.800000 sec): 3 clusters
  Score: Raw -612548.279182 + Penalty 2827.937581 = -609720.341601
  nChanged 101
		SP:Iteration 12Q (150369.980000 sec): 3 clusters
  Score: Raw -612593.078340 + Penalty 2827.937581 = -609765.140759
  nChanged 88
		SP:Iteration 13Q (150370.180000 sec): 3 clusters
  Score: Raw -612631.630249 + Penalty 2827.937581 = -609803.692668
  nChanged 73
		SP:Iteration 14Q (150370.370000 sec): 3 clusters
  Score: Raw -612658.623333 + Penalty 2827.937581 = -609830.685752
  nChanged 54
		SP:Iteration 15Q (150370.570000 sec): 3 clusters
  Score: Raw -612674.139409 + Penalty 2827.937581 = -609846.201828
  nChanged 36
		SP:Iteration 16Q (150370.770000 sec): 3 clusters
  Score: Raw -612682.264599 + Penalty 2827.937581 = -609854.327018
  nChanged 31
		SP:Iteration 17Q (150370.970000 sec): 3 clusters
  Score: Raw -612689.944873 + Penalty 2827.937581 = -609862.007292
  nChanged 21
		SP:Iteration 18Q (150371.200000 sec): 3 clusters
  Score: Raw -612695.119462 + Penalty 2827.937581 = -609867.181881
  nChanged 19
		SP:Iteration 19Q (150371.360000 sec): 3 clusters
  Score: Raw -612698.233104 + Penalty 2827.937581 = -609870.295523
  nChanged 12
		SP:Iteration 20F (150371.550000 sec): 3 clusters
  Score: Raw -612699.831171 + Penalty 2827.937581 = -609871.893590
  nChanged 10
		SP:Iteration 21Q (150371.690000 sec): 3 clusters
  Score: Raw -612701.065581 + Penalty 2827.937581 = -609873.128000
  nChanged 10
		SP:Iteration 22Q (150371.910000 sec): 3 clusters
  Score: Raw -612702.389529 + Penalty 2827.937581 = -609874.451948
  nChanged 8
		SP:Iteration 23Q (150372.100000 sec): 3 clusters
  Score: Raw -612703.471085 + Penalty 2827.937581 = -609875.533504
  nChanged 3
		SP:Iteration 24Q (150372.280000 sec): 3 clusters
  Score: Raw -612704.578605 + Penalty 2827.937581 = -609876.641024
  nChanged 4
		SP:Iteration 25Q (150372.500000 sec): 3 clusters
  Score: Raw -612705.383936 + Penalty 2827.937581 = -609877.446355
  nChanged 1
		SP:Iteration 26Q (150372.670000 sec): 3 clusters
  Score: Raw -612705.722789 + Penalty 2827.937581 = -609877.785208
  nChanged 4
		SP:Iteration 27Q (150372.870000 sec): 3 clusters
  Score: Raw -612706.325633 + Penalty 2827.937581 = -609878.388052
  nChanged 4
		SP:Iteration 28Q (150373.030000 sec): 3 clusters
  Score: Raw -612707.476604 + Penalty 2827.937581 = -609879.539024
  nChanged 8
		SP:Iteration 29Q (150373.210000 sec): 3 clusters
  Score: Raw -612709.021588 + Penalty 2827.937581 = -609881.084007
  nChanged 5
		SP:Iteration 30Q (150373.400000 sec): 3 clusters
  Score: Raw -612709.819498 + Penalty 2827.937581 = -609881.881917
  nChanged 8
		SP:Iteration 31Q (150373.580000 sec): 3 clusters
  Score: Raw -612711.535499 + Penalty 2827.937581 = -609883.597918
  nChanged 16
		SP:Iteration 32Q (150373.780000 sec): 3 clusters
  Score: Raw -612715.404512 + Penalty 2827.937581 = -609887.466931
  nChanged 13
		SP:Iteration 33Q (150373.900000 sec): 3 clusters
  Score: Raw -612718.125281 + Penalty 2827.937581 = -609890.187700
  nChanged 16
		SP:Iteration 34Q (150374.130000 sec): 3 clusters
  Score: Raw -612721.015529 + Penalty 2827.937581 = -609893.077948
  nChanged 17
		SP:Iteration 35Q (150374.320000 sec): 3 clusters
  Score: Raw -612724.717747 + Penalty 2827.937581 = -609896.780166
  nChanged 18
		SP:Iteration 36Q (150374.530000 sec): 3 clusters
  Score: Raw -612728.687969 + Penalty 2827.937581 = -609900.750388
  nChanged 14
		SP:Iteration 37Q (150374.720000 sec): 3 clusters
  Score: Raw -612731.766812 + Penalty 2827.937581 = -609903.829231
  nChanged 16
		SP:Iteration 38Q (150374.880000 sec): 3 clusters
  Score: Raw -612734.167162 + Penalty 2827.937581 = -609906.229581
  nChanged 10
		SP:Iteration 39Q (150375.040000 sec): 3 clusters
  Score: Raw -612735.670184 + Penalty 2827.937581 = -609907.732603
  nChanged 5
		SP:Iteration 40F (150375.270000 sec): 3 clusters
  Score: Raw -612736.683416 + Penalty 2827.937581 = -609908.745835
  nChanged 7
		SP:Iteration 41Q (150375.420000 sec): 3 clusters
  Score: Raw -612737.678119 + Penalty 2827.937581 = -609909.740538
  nChanged 6
		SP:Iteration 42Q (150375.620000 sec): 3 clusters
  Score: Raw -612738.351233 + Penalty 2827.937581 = -609910.413652
  nChanged 3
		SP:Iteration 43Q (150375.820000 sec): 3 clusters
  Score: Raw -612739.241490 + Penalty 2827.937581 = -609911.303909
  nChanged 4
		SP:Iteration 44Q (150376.000000 sec): 3 clusters
  Score: Raw -612739.749273 + Penalty 2827.937581 = -609911.811692
  nChanged 5
		SP:Iteration 45Q (150376.180000 sec): 3 clusters
  Score: Raw -612740.415344 + Penalty 2827.937581 = -609912.477763
  nChanged 5
		SP:Iteration 46Q (150376.380000 sec): 3 clusters
  Score: Raw -612741.164979 + Penalty 2827.937581 = -609913.227398
  nChanged 5
		SP:Iteration 47Q (150376.590000 sec): 3 clusters
  Score: Raw -612741.971057 + Penalty 2827.937581 = -609914.033476
  nChanged 5
		SP:Iteration 48Q (150376.750000 sec): 3 clusters
  Score: Raw -612742.638891 + Penalty 2827.937581 = -609914.701310
  nChanged 3
		SP:Iteration 49Q (150376.970000 sec): 3 clusters
  Score: Raw -612743.379605 + Penalty 2827.937581 = -609915.442024
  nChanged 2
		SP:Iteration 50Q (150377.120000 sec): 3 clusters
  Score: Raw -612743.566393 + Penalty 2827.937581 = -609915.628812
  nChanged 0
		SP:Iteration 51F (150377.290000 sec): 3 clusters
  Score: Raw -612743.566393 + Penalty 2827.937581 = -609915.628812
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150377.380000 sec): 2 clusters
  Score: Raw -879007.820543 + Penalty 1471.148025 = -877536.672518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150377.590000 sec): 3 clusters
  Score: Raw -874202.335361 + Penalty 2942.296050 = -871260.039311
  nChanged 3630
		SP:Iteration 1F (150377.770000 sec): 3 clusters
  Score: Raw -876298.084748 + Penalty 2942.296050 = -873355.788698
  nChanged 628
		SP:Iteration 2F (150377.990000 sec): 3 clusters
  Score: Raw -876685.330576 + Penalty 2942.296050 = -873743.034525
  nChanged 535
		SP:Iteration 3F (150378.230000 sec): 3 clusters
  Score: Raw -877005.029428 + Penalty 2942.296050 = -874062.733378
  nChanged 487
		SP:Iteration 4F (150378.420000 sec): 3 clusters
  Score: Raw -877309.853572 + Penalty 2942.296050 = -874367.557522
  nChanged 473
		SP:Iteration 5F (150378.580000 sec): 3 clusters
  Score: Raw -877606.266153 + Penalty 2942.296050 = -874663.970103
  nChanged 408
		SP:Iteration 6Q (150378.790000 sec): 3 clusters
  Score: Raw -877852.710591 + Penalty 2942.296050 = -874910.414541
  nChanged 364
		SP:Iteration 7Q (150379.030000 sec): 3 clusters
  Score: Raw -878062.006282 + Penalty 2942.296050 = -875119.710231
  nChanged 299
		SP:Iteration 8Q (150379.260000 sec): 3 clusters
  Score: Raw -878227.539910 + Penalty 2942.296050 = -875285.243860
  nChanged 253
		SP:Iteration 9Q (150379.440000 sec): 3 clusters
  Score: Raw -878387.089818 + Penalty 2942.296050 = -875444.793767
  nChanged 247
		SP:Iteration 10Q (150379.640000 sec): 3 clusters
  Score: Raw -878547.745166 + Penalty 2942.296050 = -875605.449116
  nChanged 235
		SP:Iteration 11Q (150379.850000 sec): 3 clusters
  Score: Raw -878707.342003 + Penalty 2942.296050 = -875765.045952
  nChanged 207
		SP:Iteration 12Q (150380.080000 sec): 3 clusters
  Score: Raw -878830.462627 + Penalty 2942.296050 = -875888.166576
  nChanged 180
		SP:Iteration 13Q (150380.320000 sec): 3 clusters
  Score: Raw -878944.253304 + Penalty 2942.296050 = -876001.957254
  nChanged 146
		SP:Iteration 14Q (150380.500000 sec): 3 clusters
  Score: Raw -879028.605275 + Penalty 2942.296050 = -876086.309225
  nChanged 125
		SP:Iteration 15Q (150380.690000 sec): 3 clusters
  Score: Raw -879101.950616 + Penalty 2942.296050 = -876159.654566
  nChanged 106
		SP:Iteration 16Q (150380.950000 sec): 3 clusters
  Score: Raw -879169.886377 + Penalty 2942.296050 = -876227.590327
  nChanged 85
		SP:Iteration 17Q (150381.160000 sec): 3 clusters
  Score: Raw -879230.303856 + Penalty 2942.296050 = -876288.007805
  nChanged 80
		SP:Iteration 18Q (150381.350000 sec): 3 clusters
  Score: Raw -879285.187298 + Penalty 2942.296050 = -876342.891248
  nChanged 70
		SP:Iteration 19Q (150381.560000 sec): 3 clusters
  Score: Raw -879322.615557 + Penalty 2942.296050 = -876380.319507
  nChanged 58
		SP:Iteration 20F (150381.800000 sec): 3 clusters
  Score: Raw -879351.575379 + Penalty 2942.296050 = -876409.279329
  nChanged 42
		SP:Iteration 21Q (150381.960000 sec): 3 clusters
  Score: Raw -879371.562191 + Penalty 2942.296050 = -876429.266141
  nChanged 32
		SP:Iteration 22Q (150382.170000 sec): 3 clusters
  Score: Raw -879388.059669 + Penalty 2942.296050 = -876445.763619
  nChanged 31
		SP:Iteration 23Q (150382.360000 sec): 3 clusters
  Score: Raw -879403.476261 + Penalty 2942.296050 = -876461.180210
  nChanged 22
		SP:Iteration 24Q (150382.600000 sec): 3 clusters
  Score: Raw -879413.311097 + Penalty 2942.296050 = -876471.015047
  nChanged 32
		SP:Iteration 25Q (150382.790000 sec): 3 clusters
  Score: Raw -879427.124346 + Penalty 2942.296050 = -876484.828296
  nChanged 27
		SP:Iteration 26Q (150383.010000 sec): 3 clusters
  Score: Raw -879437.685095 + Penalty 2942.296050 = -876495.389045
  nChanged 18
		SP:Iteration 27Q (150383.200000 sec): 3 clusters
  Score: Raw -879444.601593 + Penalty 2942.296050 = -876502.305543
  nChanged 15
		SP:Iteration 28Q (150383.410000 sec): 3 clusters
  Score: Raw -879451.436499 + Penalty 2942.296050 = -876509.140448
  nChanged 16
		SP:Iteration 29Q (150383.630000 sec): 3 clusters
  Score: Raw -879457.396506 + Penalty 2942.296050 = -876515.100455
  nChanged 13
		SP:Iteration 30Q (150383.880000 sec): 3 clusters
  Score: Raw -879463.201695 + Penalty 2942.296050 = -876520.905645
  nChanged 12
		SP:Iteration 31Q (150384.100000 sec): 3 clusters
  Score: Raw -879467.619885 + Penalty 2942.296050 = -876525.323835
  nChanged 7
		SP:Iteration 32Q (150384.270000 sec): 3 clusters
  Score: Raw -879469.978811 + Penalty 2942.296050 = -876527.682761
  nChanged 7
		SP:Iteration 33Q (150384.520000 sec): 3 clusters
  Score: Raw -879472.155555 + Penalty 2942.296050 = -876529.859505
  nChanged 7
		SP:Iteration 34Q (150384.740000 sec): 3 clusters
  Score: Raw -879473.810467 + Penalty 2942.296050 = -876531.514416
  nChanged 4
		SP:Iteration 35Q (150384.920000 sec): 3 clusters
  Score: Raw -879474.685175 + Penalty 2942.296050 = -876532.389124
  nChanged 2
		SP:Iteration 36Q (150385.110000 sec): 3 clusters
  Score: Raw -879475.447526 + Penalty 2942.296050 = -876533.151476
  nChanged 3
		SP:Iteration 37Q (150385.320000 sec): 3 clusters
  Score: Raw -879476.247138 + Penalty 2942.296050 = -876533.951087
  nChanged 1
		SP:Iteration 38Q (150385.550000 sec): 3 clusters
  Score: Raw -879476.371025 + Penalty 2942.296050 = -876534.074975
  nChanged 2
		SP:Iteration 39Q (150385.730000 sec): 3 clusters
  Score: Raw -879477.592107 + Penalty 2942.296050 = -876535.296056
  nChanged 4
		SP:Iteration 40F (150385.920000 sec): 3 clusters
  Score: Raw -879478.744338 + Penalty 2942.296050 = -876536.448288
  nChanged 1
		SP:Iteration 41Q (150386.120000 sec): 3 clusters
  Score: Raw -879478.981504 + Penalty 2942.296050 = -876536.685454
  nChanged 2
		SP:Iteration 42Q (150386.340000 sec): 3 clusters
  Score: Raw -879479.628371 + Penalty 2942.296050 = -876537.332321
  nChanged 2
		SP:Iteration 43Q (150386.540000 sec): 3 clusters
  Score: Raw -879480.121561 + Penalty 2942.296050 = -876537.825510
  nChanged 0
		SP:Iteration 44F (150386.720000 sec): 3 clusters
  Score: Raw -879480.121561 + Penalty 2942.296050 = -876537.825510
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150386.860000 sec): 2 clusters
  Score: Raw -857396.774743 + Penalty 1451.634688 = -855945.140055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150387.060000 sec): 3 clusters
  Score: Raw -853199.174345 + Penalty 2903.269377 = -850295.904969
  nChanged 3239
		SP:Iteration 1F (150387.320000 sec): 3 clusters
  Score: Raw -854960.062004 + Penalty 2903.269377 = -852056.792628
  nChanged 508
		SP:Iteration 2F (150387.490000 sec): 3 clusters
  Score: Raw -855202.048222 + Penalty 2903.269377 = -852298.778845
  nChanged 394
		SP:Iteration 3F (150387.710000 sec): 3 clusters
  Score: Raw -855380.015830 + Penalty 2903.269377 = -852476.746453
  nChanged 339
		SP:Iteration 4Q (150387.870000 sec): 3 clusters
  Score: Raw -855520.658819 + Penalty 2903.269377 = -852617.389442
  nChanged 327
		SP:Iteration 5Q (150388.120000 sec): 3 clusters
  Score: Raw -855660.391136 + Penalty 2903.269377 = -852757.121760
  nChanged 311
		SP:Iteration 6Q (150388.300000 sec): 3 clusters
  Score: Raw -855797.783446 + Penalty 2903.269377 = -852894.514069
  nChanged 322
		SP:Iteration 7Q (150388.530000 sec): 3 clusters
  Score: Raw -855948.409035 + Penalty 2903.269377 = -853045.139658
  nChanged 329
		SP:Iteration 8Q (150388.740000 sec): 3 clusters
  Score: Raw -856121.246447 + Penalty 2903.269377 = -853217.977070
  nChanged 338
		SP:Iteration 9Q (150388.930000 sec): 3 clusters
  Score: Raw -856306.658769 + Penalty 2903.269377 = -853403.389392
  nChanged 322
		SP:Iteration 10Q (150389.160000 sec): 3 clusters
  Score: Raw -856489.983016 + Penalty 2903.269377 = -853586.713639
  nChanged 292
		SP:Iteration 11Q (150389.370000 sec): 3 clusters
  Score: Raw -856652.349726 + Penalty 2903.269377 = -853749.080349
  nChanged 268
		SP:Iteration 12Q (150389.560000 sec): 3 clusters
  Score: Raw -856807.994426 + Penalty 2903.269377 = -853904.725050
  nChanged 244
		SP:Iteration 13Q (150389.730000 sec): 3 clusters
  Score: Raw -856940.332308 + Penalty 2903.269377 = -854037.062931
  nChanged 173
		SP:Iteration 14Q (150389.930000 sec): 3 clusters
  Score: Raw -857037.452518 + Penalty 2903.269377 = -854134.183141
  nChanged 159
		SP:Iteration 15Q (150390.160000 sec): 3 clusters
  Score: Raw -857119.284704 + Penalty 2903.269377 = -854216.015327
  nChanged 121
		SP:Iteration 16Q (150390.330000 sec): 3 clusters
  Score: Raw -857173.949955 + Penalty 2903.269377 = -854270.680578
  nChanged 108
		SP:Iteration 17Q (150390.510000 sec): 3 clusters
  Score: Raw -857229.452375 + Penalty 2903.269377 = -854326.182998
  nChanged 95
		SP:Iteration 18Q (150390.720000 sec): 3 clusters
  Score: Raw -857278.713143 + Penalty 2903.269377 = -854375.443767
  nChanged 85
		SP:Iteration 19Q (150390.870000 sec): 3 clusters
  Score: Raw -857320.101609 + Penalty 2903.269377 = -854416.832233
  nChanged 81
		SP:Iteration 20F (150391.070000 sec): 3 clusters
  Score: Raw -857363.780260 + Penalty 2903.269377 = -854460.510884
  nChanged 55
		SP:Iteration 21Q (150391.220000 sec): 3 clusters
  Score: Raw -857390.998473 + Penalty 2903.269377 = -854487.729096
  nChanged 43
		SP:Iteration 22Q (150391.430000 sec): 3 clusters
  Score: Raw -857412.607889 + Penalty 2903.269377 = -854509.338513
  nChanged 40
		SP:Iteration 23Q (150391.650000 sec): 3 clusters
  Score: Raw -857433.375481 + Penalty 2903.269377 = -854530.106104
  nChanged 36
		SP:Iteration 24Q (150391.860000 sec): 3 clusters
  Score: Raw -857452.358105 + Penalty 2903.269377 = -854549.088728
  nChanged 34
		SP:Iteration 25Q (150392.040000 sec): 3 clusters
  Score: Raw -857471.798686 + Penalty 2903.269377 = -854568.529310
  nChanged 34
		SP:Iteration 26Q (150392.260000 sec): 3 clusters
  Score: Raw -857491.099524 + Penalty 2903.269377 = -854587.830148
  nChanged 18
		SP:Iteration 27Q (150392.450000 sec): 3 clusters
  Score: Raw -857499.952081 + Penalty 2903.269377 = -854596.682704
  nChanged 17
		SP:Iteration 28Q (150392.690000 sec): 3 clusters
  Score: Raw -857511.662696 + Penalty 2903.269377 = -854608.393320
  nChanged 21
		SP:Iteration 29Q (150392.870000 sec): 3 clusters
  Score: Raw -857524.287802 + Penalty 2903.269377 = -854621.018425
  nChanged 17
		SP:Iteration 30Q (150393.070000 sec): 3 clusters
  Score: Raw -857535.387185 + Penalty 2903.269377 = -854632.117808
  nChanged 18
		SP:Iteration 31Q (150393.280000 sec): 3 clusters
  Score: Raw -857547.679791 + Penalty 2903.269377 = -854644.410414
  nChanged 14
		SP:Iteration 32Q (150393.470000 sec): 3 clusters
  Score: Raw -857559.010552 + Penalty 2903.269377 = -854655.741175
  nChanged 17
		SP:Iteration 33Q (150393.690000 sec): 3 clusters
  Score: Raw -857569.069903 + Penalty 2903.269377 = -854665.800526
  nChanged 18
		SP:Iteration 34Q (150393.910000 sec): 3 clusters
  Score: Raw -857579.613599 + Penalty 2903.269377 = -854676.344222
  nChanged 15
		SP:Iteration 35Q (150394.130000 sec): 3 clusters
  Score: Raw -857590.089969 + Penalty 2903.269377 = -854686.820592
  nChanged 12
		SP:Iteration 36Q (150394.340000 sec): 3 clusters
  Score: Raw -857597.602858 + Penalty 2903.269377 = -854694.333482
  nChanged 13
		SP:Iteration 37Q (150394.540000 sec): 3 clusters
  Score: Raw -857606.255810 + Penalty 2903.269377 = -854702.986434
  nChanged 11
		SP:Iteration 38Q (150394.790000 sec): 3 clusters
  Score: Raw -857612.860544 + Penalty 2903.269377 = -854709.591167
  nChanged 9
		SP:Iteration 39Q (150394.990000 sec): 3 clusters
  Score: Raw -857620.990608 + Penalty 2903.269377 = -854717.721231
  nChanged 4
		SP:Iteration 40F (150395.180000 sec): 3 clusters
  Score: Raw -857623.540092 + Penalty 2903.269377 = -854720.270715
  nChanged 4
		SP:Iteration 41Q (150395.410000 sec): 3 clusters
  Score: Raw -857625.962331 + Penalty 2903.269377 = -854722.692954
  nChanged 3
		SP:Iteration 42Q (150395.600000 sec): 3 clusters
  Score: Raw -857627.898321 + Penalty 2903.269377 = -854724.628945
  nChanged 2
		SP:Iteration 43Q (150395.790000 sec): 3 clusters
  Score: Raw -857628.900299 + Penalty 2903.269377 = -854725.630922
  nChanged 4
		SP:Iteration 44Q (150396.020000 sec): 3 clusters
  Score: Raw -857630.582523 + Penalty 2903.269377 = -854727.313146
  nChanged 4
		SP:Iteration 45Q (150396.200000 sec): 3 clusters
  Score: Raw -857633.234298 + Penalty 2903.269377 = -854729.964922
  nChanged 3
		SP:Iteration 46Q (150396.440000 sec): 3 clusters
  Score: Raw -857635.073676 + Penalty 2903.269377 = -854731.804299
  nChanged 3
		SP:Iteration 47Q (150396.620000 sec): 3 clusters
  Score: Raw -857637.064519 + Penalty 2903.269377 = -854733.795142
  nChanged 1
		SP:Iteration 48Q (150396.830000 sec): 3 clusters
  Score: Raw -857637.484148 + Penalty 2903.269377 = -854734.214771
  nChanged 1
		SP:Iteration 49Q (150397.020000 sec): 3 clusters
  Score: Raw -857637.895484 + Penalty 2903.269377 = -854734.626107
  nChanged 1
		SP:Iteration 50Q (150397.220000 sec): 3 clusters
  Score: Raw -857638.414487 + Penalty 2903.269377 = -854735.145111
  nChanged 0
		SP:Iteration 51F (150397.380000 sec): 3 clusters
  Score: Raw -857638.414487 + Penalty 2903.269377 = -854735.145111
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150397.520000 sec): 2 clusters
  Score: Raw -16492.700630 + Penalty 850.055150 = -15642.645480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150397.660000 sec): 3 clusters
  Score: Raw -16712.606033 + Penalty 1700.110300 = -15012.495732
  nChanged 25
		SP:Iteration 1F (150397.840000 sec): 3 clusters
  Score: Raw -16787.245807 + Penalty 1700.110300 = -15087.135507
  nChanged 9
		SP:Iteration 2Q (150397.990000 sec): 3 clusters
  Score: Raw -16813.500807 + Penalty 1700.110300 = -15113.390506
  nChanged 1
		SP:Iteration 3Q (150398.140000 sec): 3 clusters
  Score: Raw -16828.108749 + Penalty 1700.110300 = -15127.998448
  nChanged 1
		SP:Iteration 4Q (150398.300000 sec): 3 clusters
  Score: Raw -16830.199539 + Penalty 1700.110300 = -15130.089238
  nChanged 1
		SP:Iteration 5Q (150398.460000 sec): 3 clusters
  Score: Raw -16832.139888 + Penalty 1700.110300 = -15132.029588
  nChanged 2
		SP:Iteration 6Q (150398.620000 sec): 3 clusters
  Score: Raw -16835.660151 + Penalty 1700.110300 = -15135.549850
  nChanged 1
		SP:Iteration 7Q (150398.780000 sec): 3 clusters
  Score: Raw -16837.246898 + Penalty 1700.110300 = -15137.136597
  nChanged 0
		SP:Iteration 8F (150398.940000 sec): 3 clusters
  Score: Raw -16837.246898 + Penalty 1700.110300 = -15137.136597
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (2709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150399.100000 sec): 2 clusters
  Score: Raw -287774.140857 + Penalty 1284.454412 = -286489.686445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150399.220000 sec): 3 clusters
  Score: Raw -286499.693273 + Penalty 2568.908824 = -283930.784449
  nChanged 992
		SP:Iteration 1F (150399.390000 sec): 3 clusters
  Score: Raw -287090.938094 + Penalty 2568.908824 = -284522.029270
  nChanged 248
		SP:Iteration 2F (150399.530000 sec): 3 clusters
  Score: Raw -287317.604587 + Penalty 2568.908824 = -284748.695764
  nChanged 205
		SP:Iteration 3F (150399.690000 sec): 3 clusters
  Score: Raw -287527.100125 + Penalty 2568.908824 = -284958.191302
  nChanged 172
		SP:Iteration 4F (150399.840000 sec): 3 clusters
  Score: Raw -287694.063624 + Penalty 2568.908824 = -285125.154800
  nChanged 170
		SP:Iteration 5F (150400.020000 sec): 3 clusters
  Score: Raw -287885.574287 + Penalty 2568.908824 = -285316.665463
  nChanged 166
		SP:Iteration 6F (150400.160000 sec): 3 clusters
  Score: Raw -288077.410752 + Penalty 2568.908824 = -285508.501928
  nChanged 154
		SP:Iteration 7F (150400.360000 sec): 3 clusters
  Score: Raw -288234.029773 + Penalty 2568.908824 = -285665.120950
  nChanged 102
		SP:Iteration 8Q (150400.480000 sec): 3 clusters
  Score: Raw -288329.951601 + Penalty 2568.908824 = -285761.042777
  nChanged 74
		SP:Iteration 9Q (150400.640000 sec): 3 clusters
  Score: Raw -288383.091244 + Penalty 2568.908824 = -285814.182420
  nChanged 48
		SP:Iteration 10Q (150400.770000 sec): 3 clusters
  Score: Raw -288410.943140 + Penalty 2568.908824 = -285842.034316
  nChanged 31
		SP:Iteration 11Q (150400.920000 sec): 3 clusters
  Score: Raw -288425.508343 + Penalty 2568.908824 = -285856.599519
  nChanged 18
		SP:Iteration 12Q (150401.070000 sec): 3 clusters
  Score: Raw -288432.331228 + Penalty 2568.908824 = -285863.422404
  nChanged 19
		SP:Iteration 13Q (150401.240000 sec): 3 clusters
  Score: Raw -288441.905736 + Penalty 2568.908824 = -285872.996913
  nChanged 19
		SP:Iteration 14Q (150401.420000 sec): 3 clusters
  Score: Raw -288452.304197 + Penalty 2568.908824 = -285883.395374
  nChanged 17
		SP:Iteration 15Q (150401.590000 sec): 3 clusters
  Score: Raw -288459.297718 + Penalty 2568.908824 = -285890.388894
  nChanged 15
		SP:Iteration 16Q (150401.750000 sec): 3 clusters
  Score: Raw -288465.357288 + Penalty 2568.908824 = -285896.448464
  nChanged 8
		SP:Iteration 17Q (150401.860000 sec): 3 clusters
  Score: Raw -288468.611842 + Penalty 2568.908824 = -285899.703018
  nChanged 7
		SP:Iteration 18Q (150402.010000 sec): 3 clusters
  Score: Raw -288471.038361 + Penalty 2568.908824 = -285902.129538
  nChanged 7
		SP:Iteration 19Q (150402.150000 sec): 3 clusters
  Score: Raw -288473.998374 + Penalty 2568.908824 = -285905.089550
  nChanged 10
		SP:Iteration 20F (150402.300000 sec): 3 clusters
  Score: Raw -288477.896088 + Penalty 2568.908824 = -285908.987264
  nChanged 7
		SP:Iteration 21Q (150402.410000 sec): 3 clusters
  Score: Raw -288480.557940 + Penalty 2568.908824 = -285911.649116
  nChanged 6
		SP:Iteration 22Q (150402.570000 sec): 3 clusters
  Score: Raw -288483.215831 + Penalty 2568.908824 = -285914.307008
  nChanged 7
		SP:Iteration 23Q (150402.720000 sec): 3 clusters
  Score: Raw -288485.913314 + Penalty 2568.908824 = -285917.004490
  nChanged 8
		SP:Iteration 24Q (150402.880000 sec): 3 clusters
  Score: Raw -288488.620865 + Penalty 2568.908824 = -285919.712041
  nChanged 7
		SP:Iteration 25Q (150403.010000 sec): 3 clusters
  Score: Raw -288491.308213 + Penalty 2568.908824 = -285922.399390
  nChanged 6
		SP:Iteration 26Q (150403.190000 sec): 3 clusters
  Score: Raw -288493.992632 + Penalty 2568.908824 = -285925.083808
  nChanged 4
		SP:Iteration 27Q (150403.400000 sec): 3 clusters
  Score: Raw -288495.369732 + Penalty 2568.908824 = -285926.460908
  nChanged 2
		SP:Iteration 28Q (150403.570000 sec): 3 clusters
  Score: Raw -288495.830341 + Penalty 2568.908824 = -285926.921518
  nChanged 4
		SP:Iteration 29Q (150403.710000 sec): 3 clusters
  Score: Raw -288497.304442 + Penalty 2568.908824 = -285928.395618
  nChanged 3
		SP:Iteration 30Q (150403.880000 sec): 3 clusters
  Score: Raw -288498.582531 + Penalty 2568.908824 = -285929.673707
  nChanged 1
		SP:Iteration 31Q (150404.020000 sec): 3 clusters
  Score: Raw -288498.799415 + Penalty 2568.908824 = -285929.890591
  nChanged 1
		SP:Iteration 32Q (150404.230000 sec): 3 clusters
  Score: Raw -288498.983496 + Penalty 2568.908824 = -285930.074673
  nChanged 1
		SP:Iteration 33Q (150404.370000 sec): 3 clusters
  Score: Raw -288499.167317 + Penalty 2568.908824 = -285930.258493
  nChanged 0
		SP:Iteration 34F (150404.520000 sec): 3 clusters
  Score: Raw -288499.167317 + Penalty 2568.908824 = -285930.258493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (12880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150404.710000 sec): 2 clusters
  Score: Raw -1557754.919758 + Penalty 1537.807537 = -1556217.112221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150404.950000 sec): 3 clusters
  Score: Raw -1550235.191352 + Penalty 3075.615075 = -1547159.576277
  nChanged 5605
		SP:Iteration 1F (150405.130000 sec): 3 clusters
  Score: Raw -1553281.942798 + Penalty 3075.615075 = -1550206.327723
  nChanged 578
		SP:Iteration 2Q (150405.410000 sec): 3 clusters
  Score: Raw -1553462.253587 + Penalty 3075.615075 = -1550386.638512
  nChanged 501
		SP:Iteration 3Q (150405.630000 sec): 3 clusters
  Score: Raw -1553623.117296 + Penalty 3075.615075 = -1550547.502221
  nChanged 494
		SP:Iteration 4Q (150405.890000 sec): 3 clusters
  Score: Raw -1553795.854170 + Penalty 3075.615075 = -1550720.239095
  nChanged 493
		SP:Iteration 5Q (150406.100000 sec): 3 clusters
  Score: Raw -1554005.134240 + Penalty 3075.615075 = -1550929.519165
  nChanged 564
		SP:Iteration 6Q (150406.350000 sec): 3 clusters
  Score: Raw -1554287.058378 + Penalty 3075.615075 = -1551211.443304
  nChanged 639
		SP:Iteration 7Q (150406.530000 sec): 3 clusters
  Score: Raw -1554670.199704 + Penalty 3075.615075 = -1551594.584629
  nChanged 726
		SP:Iteration 8F (150406.760000 sec): 3 clusters
  Score: Raw -1555156.329692 + Penalty 3075.615075 = -1552080.714617
  nChanged 798
		SP:Iteration 9F (150407.010000 sec): 3 clusters
  Score: Raw -1555767.258638 + Penalty 3075.615075 = -1552691.643563
  nChanged 796
		SP:Iteration 10F (150407.220000 sec): 3 clusters
  Score: Raw -1556461.139778 + Penalty 3075.615075 = -1553385.524703
  nChanged 631
		SP:Iteration 11Q (150407.470000 sec): 3 clusters
  Score: Raw -1557034.397310 + Penalty 3075.615075 = -1553958.782235
  nChanged 419
		SP:Iteration 12Q (150407.720000 sec): 3 clusters
  Score: Raw -1557428.343671 + Penalty 3075.615075 = -1554352.728596
  nChanged 221
		SP:Iteration 13Q (150407.950000 sec): 3 clusters
  Score: Raw -1557630.356255 + Penalty 3075.615075 = -1554554.741180
  nChanged 99
		SP:Iteration 14Q (150408.190000 sec): 3 clusters
  Score: Raw -1557736.954077 + Penalty 3075.615075 = -1554661.339002
  nChanged 55
		SP:Iteration 15Q (150408.440000 sec): 3 clusters
  Score: Raw -1557804.785978 + Penalty 3075.615075 = -1554729.170903
  nChanged 42
		SP:Iteration 16Q (150408.640000 sec): 3 clusters
  Score: Raw -1557864.683743 + Penalty 3075.615075 = -1554789.068668
  nChanged 22
		SP:Iteration 17Q (150408.840000 sec): 3 clusters
  Score: Raw -1557895.555650 + Penalty 3075.615075 = -1554819.940575
  nChanged 12
		SP:Iteration 18Q (150409.100000 sec): 3 clusters
  Score: Raw -1557916.393353 + Penalty 3075.615075 = -1554840.778278
  nChanged 11
		SP:Iteration 19Q (150409.320000 sec): 3 clusters
  Score: Raw -1557930.624830 + Penalty 3075.615075 = -1554855.009755
  nChanged 3
		SP:Iteration 20F (150409.530000 sec): 3 clusters
  Score: Raw -1557935.989819 + Penalty 3075.615075 = -1554860.374744
  nChanged 4
		SP:Iteration 21Q (150409.740000 sec): 3 clusters
  Score: Raw -1557939.975369 + Penalty 3075.615075 = -1554864.360294
  nChanged 1
		SP:Iteration 22Q (150409.950000 sec): 3 clusters
  Score: Raw -1557943.361051 + Penalty 3075.615075 = -1554867.745976
  nChanged 2
		SP:Iteration 23Q (150410.160000 sec): 3 clusters
  Score: Raw -1557948.405175 + Penalty 3075.615075 = -1554872.790101
  nChanged 5
		SP:Iteration 24Q (150410.330000 sec): 3 clusters
  Score: Raw -1557955.018166 + Penalty 3075.615075 = -1554879.403091
  nChanged 6
		SP:Iteration 25Q (150410.550000 sec): 3 clusters
  Score: Raw -1557965.695038 + Penalty 3075.615075 = -1554890.079963
  nChanged 2
		SP:Iteration 26Q (150410.760000 sec): 3 clusters
  Score: Raw -1557967.757697 + Penalty 3075.615075 = -1554892.142622
  nChanged 0
		SP:Iteration 27F (150411.010000 sec): 3 clusters
  Score: Raw -1557967.757697 + Penalty 3075.615075 = -1554892.142622
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150411.130000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150411.290000 sec): 3 clusters
  Score: Raw -55844.481456 + Penalty 2028.089650 = -53816.391806
  nChanged 115
		SP:Iteration 1F (150411.450000 sec): 3 clusters
  Score: Raw -56004.440420 + Penalty 2028.089650 = -53976.350770
  nChanged 36
		SP:Iteration 2F (150411.590000 sec): 3 clusters
  Score: Raw -56060.012344 + Penalty 2028.089650 = -54031.922695
  nChanged 21
		SP:Iteration 3Q (150411.720000 sec): 3 clusters
  Score: Raw -56091.203639 + Penalty 2028.089650 = -54063.113989
  nChanged 8
		SP:Iteration 4Q (150411.890000 sec): 3 clusters
  Score: Raw -56100.289942 + Penalty 2028.089650 = -54072.200293
  nChanged 2
		SP:Iteration 5Q (150412.110000 sec): 3 clusters
  Score: Raw -56103.261711 + Penalty 2028.089650 = -54075.172062
  nChanged 2
		SP:Iteration 6Q (150412.270000 sec): 3 clusters
  Score: Raw -56104.917167 + Penalty 2028.089650 = -54076.827517
  nChanged 1
		SP:Iteration 7Q (150412.390000 sec): 3 clusters
  Score: Raw -56108.406267 + Penalty 2028.089650 = -54080.316617
  nChanged 1
		SP:Iteration 8Q (150412.550000 sec): 3 clusters
  Score: Raw -56109.266359 + Penalty 2028.089650 = -54081.176710
  nChanged 0
		SP:Iteration 9F (150412.720000 sec): 3 clusters
  Score: Raw -56109.266359 + Penalty 2028.089650 = -54081.176710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150412.900000 sec): 2 clusters
  Score: Raw -1175326.844988 + Penalty 1513.037476 = -1173813.807511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150413.090000 sec): 3 clusters
  Score: Raw -1169022.248904 + Penalty 3026.074953 = -1165996.173951
  nChanged 4801
		SP:Iteration 1F (150413.320000 sec): 3 clusters
  Score: Raw -1171629.224584 + Penalty 3026.074953 = -1168603.149631
  nChanged 649
		SP:Iteration 2F (150413.580000 sec): 3 clusters
  Score: Raw -1171895.278203 + Penalty 3026.074953 = -1168869.203251
  nChanged 529
		SP:Iteration 3Q (150413.800000 sec): 3 clusters
  Score: Raw -1172104.570530 + Penalty 3026.074953 = -1169078.495577
  nChanged 492
		SP:Iteration 4Q (150414.000000 sec): 3 clusters
  Score: Raw -1172331.576425 + Penalty 3026.074953 = -1169305.501472
  nChanged 498
		SP:Iteration 5Q (150414.220000 sec): 3 clusters
  Score: Raw -1172597.062103 + Penalty 3026.074953 = -1169570.987150
  nChanged 566
		SP:Iteration 6F (150414.480000 sec): 3 clusters
  Score: Raw -1172953.499513 + Penalty 3026.074953 = -1169927.424560
  nChanged 605
		SP:Iteration 7F (150414.710000 sec): 3 clusters
  Score: Raw -1173359.052495 + Penalty 3026.074953 = -1170332.977543
  nChanged 584
		SP:Iteration 8F (150414.910000 sec): 3 clusters
  Score: Raw -1173770.278108 + Penalty 3026.074953 = -1170744.203156
  nChanged 552
		SP:Iteration 9Q (150415.100000 sec): 3 clusters
  Score: Raw -1174163.122870 + Penalty 3026.074953 = -1171137.047917
  nChanged 523
		SP:Iteration 10Q (150415.340000 sec): 3 clusters
  Score: Raw -1174532.483564 + Penalty 3026.074953 = -1171506.408611
  nChanged 423
		SP:Iteration 11Q (150415.580000 sec): 3 clusters
  Score: Raw -1174800.886778 + Penalty 3026.074953 = -1171774.811825
  nChanged 340
		SP:Iteration 12Q (150415.810000 sec): 3 clusters
  Score: Raw -1175007.686741 + Penalty 3026.074953 = -1171981.611788
  nChanged 272
		SP:Iteration 13Q (150416.010000 sec): 3 clusters
  Score: Raw -1175162.665612 + Penalty 3026.074953 = -1172136.590659
  nChanged 212
		SP:Iteration 14Q (150416.240000 sec): 3 clusters
  Score: Raw -1175277.698708 + Penalty 3026.074953 = -1172251.623755
  nChanged 168
		SP:Iteration 15Q (150416.480000 sec): 3 clusters
  Score: Raw -1175360.286598 + Penalty 3026.074953 = -1172334.211645
  nChanged 146
		SP:Iteration 16Q (150416.690000 sec): 3 clusters
  Score: Raw -1175439.936243 + Penalty 3026.074953 = -1172413.861290
  nChanged 118
		SP:Iteration 17Q (150416.880000 sec): 3 clusters
  Score: Raw -1175501.209315 + Penalty 3026.074953 = -1172475.134362
  nChanged 91
		SP:Iteration 18Q (150417.120000 sec): 3 clusters
  Score: Raw -1175542.074819 + Penalty 3026.074953 = -1172515.999866
  nChanged 73
		SP:Iteration 19Q (150417.290000 sec): 3 clusters
  Score: Raw -1175575.607758 + Penalty 3026.074953 = -1172549.532806
  nChanged 57
		SP:Iteration 20F (150417.500000 sec): 3 clusters
  Score: Raw -1175608.281789 + Penalty 3026.074953 = -1172582.206836
  nChanged 41
		SP:Iteration 21Q (150417.730000 sec): 3 clusters
  Score: Raw -1175628.400874 + Penalty 3026.074953 = -1172602.325921
  nChanged 33
		SP:Iteration 22Q (150417.930000 sec): 3 clusters
  Score: Raw -1175641.109028 + Penalty 3026.074953 = -1172615.034075
  nChanged 22
		SP:Iteration 23Q (150418.170000 sec): 3 clusters
  Score: Raw -1175649.202083 + Penalty 3026.074953 = -1172623.127130
  nChanged 14
		SP:Iteration 24Q (150418.360000 sec): 3 clusters
  Score: Raw -1175653.772008 + Penalty 3026.074953 = -1172627.697055
  nChanged 11
		SP:Iteration 25Q (150418.580000 sec): 3 clusters
  Score: Raw -1175656.717889 + Penalty 3026.074953 = -1172630.642936
  nChanged 9
		SP:Iteration 26Q (150418.780000 sec): 3 clusters
  Score: Raw -1175659.492266 + Penalty 3026.074953 = -1172633.417313
  nChanged 7
		SP:Iteration 27Q (150419.000000 sec): 3 clusters
  Score: Raw -1175662.204218 + Penalty 3026.074953 = -1172636.129265
  nChanged 6
		SP:Iteration 28Q (150419.250000 sec): 3 clusters
  Score: Raw -1175663.375443 + Penalty 3026.074953 = -1172637.300490
  nChanged 2
		SP:Iteration 29Q (150419.420000 sec): 3 clusters
  Score: Raw -1175663.648347 + Penalty 3026.074953 = -1172637.573394
  nChanged 0
		SP:Iteration 30F (150419.650000 sec): 3 clusters
  Score: Raw -1175663.648347 + Penalty 3026.074953 = -1172637.573394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (12961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150419.800000 sec): 2 clusters
  Score: Raw -1422054.608481 + Penalty 1538.826271 = -1420515.782211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150420.020000 sec): 3 clusters
  Score: Raw -1414562.974442 + Penalty 3077.652541 = -1411485.321901
  nChanged 5634
		SP:Iteration 1F (150420.260000 sec): 3 clusters
  Score: Raw -1417682.672921 + Penalty 3077.652541 = -1414605.020380
  nChanged 831
		SP:Iteration 2F (150420.490000 sec): 3 clusters
  Score: Raw -1418105.655037 + Penalty 3077.652541 = -1415028.002496
  nChanged 756
		SP:Iteration 3F (150420.750000 sec): 3 clusters
  Score: Raw -1418582.459515 + Penalty 3077.652541 = -1415504.806973
  nChanged 758
		SP:Iteration 4F (150420.990000 sec): 3 clusters
  Score: Raw -1419111.694397 + Penalty 3077.652541 = -1416034.041856
  nChanged 732
		SP:Iteration 5F (150421.210000 sec): 3 clusters
  Score: Raw -1419669.889065 + Penalty 3077.652541 = -1416592.236524
  nChanged 716
		SP:Iteration 6F (150421.450000 sec): 3 clusters
  Score: Raw -1420223.248230 + Penalty 3077.652541 = -1417145.595689
  nChanged 642
		SP:Iteration 7Q (150421.720000 sec): 3 clusters
  Score: Raw -1420665.779237 + Penalty 3077.652541 = -1417588.126695
  nChanged 519
		SP:Iteration 8Q (150421.910000 sec): 3 clusters
  Score: Raw -1421012.708077 + Penalty 3077.652541 = -1417935.055536
  nChanged 469
		SP:Iteration 9Q (150422.140000 sec): 3 clusters
  Score: Raw -1421279.391176 + Penalty 3077.652541 = -1418201.738634
  nChanged 396
		SP:Iteration 10Q (150422.390000 sec): 3 clusters
  Score: Raw -1421484.783927 + Penalty 3077.652541 = -1418407.131385
  nChanged 320
		SP:Iteration 11Q (150422.620000 sec): 3 clusters
  Score: Raw -1421647.458817 + Penalty 3077.652541 = -1418569.806276
  nChanged 262
		SP:Iteration 12Q (150422.810000 sec): 3 clusters
  Score: Raw -1421775.510031 + Penalty 3077.652541 = -1418697.857489
  nChanged 207
		SP:Iteration 13Q (150423.090000 sec): 3 clusters
  Score: Raw -1421864.719258 + Penalty 3077.652541 = -1418787.066716
  nChanged 178
		SP:Iteration 14Q (150423.330000 sec): 3 clusters
  Score: Raw -1421940.939066 + Penalty 3077.652541 = -1418863.286525
  nChanged 157
		SP:Iteration 15Q (150423.550000 sec): 3 clusters
  Score: Raw -1422008.263539 + Penalty 3077.652541 = -1418930.610998
  nChanged 149
		SP:Iteration 16Q (150423.770000 sec): 3 clusters
  Score: Raw -1422071.641036 + Penalty 3077.652541 = -1418993.988494
  nChanged 136
		SP:Iteration 17Q (150424.010000 sec): 3 clusters
  Score: Raw -1422130.784895 + Penalty 3077.652541 = -1419053.132354
  nChanged 126
		SP:Iteration 18Q (150424.230000 sec): 3 clusters
  Score: Raw -1422181.514462 + Penalty 3077.652541 = -1419103.861920
  nChanged 115
		SP:Iteration 19Q (150424.470000 sec): 3 clusters
  Score: Raw -1422223.075423 + Penalty 3077.652541 = -1419145.422882
  nChanged 101
		SP:Iteration 20F (150424.710000 sec): 3 clusters
  Score: Raw -1422259.575007 + Penalty 3077.652541 = -1419181.922466
  nChanged 85
		SP:Iteration 21Q (150424.940000 sec): 3 clusters
  Score: Raw -1422287.797454 + Penalty 3077.652541 = -1419210.144912
  nChanged 70
		SP:Iteration 22Q (150425.150000 sec): 3 clusters
  Score: Raw -1422309.801206 + Penalty 3077.652541 = -1419232.148665
  nChanged 72
		SP:Iteration 23Q (150425.370000 sec): 3 clusters
  Score: Raw -1422333.407584 + Penalty 3077.652541 = -1419255.755043
  nChanged 48
		SP:Iteration 24Q (150425.590000 sec): 3 clusters
  Score: Raw -1422347.850720 + Penalty 3077.652541 = -1419270.198179
  nChanged 43
		SP:Iteration 25Q (150425.850000 sec): 3 clusters
  Score: Raw -1422360.215510 + Penalty 3077.652541 = -1419282.562969
  nChanged 35
		SP:Iteration 26Q (150426.060000 sec): 3 clusters
  Score: Raw -1422368.969224 + Penalty 3077.652541 = -1419291.316682
  nChanged 21
		SP:Iteration 27Q (150426.270000 sec): 3 clusters
  Score: Raw -1422373.361601 + Penalty 3077.652541 = -1419295.709060
  nChanged 18
		SP:Iteration 28Q (150426.510000 sec): 3 clusters
  Score: Raw -1422378.249176 + Penalty 3077.652541 = -1419300.596635
  nChanged 14
		SP:Iteration 29Q (150426.720000 sec): 3 clusters
  Score: Raw -1422381.571741 + Penalty 3077.652541 = -1419303.919200
  nChanged 16
		SP:Iteration 30Q (150426.930000 sec): 3 clusters
  Score: Raw -1422384.813400 + Penalty 3077.652541 = -1419307.160858
  nChanged 13
		SP:Iteration 31Q (150427.140000 sec): 3 clusters
  Score: Raw -1422388.059832 + Penalty 3077.652541 = -1419310.407291
  nChanged 9
		SP:Iteration 32Q (150427.370000 sec): 3 clusters
  Score: Raw -1422390.085020 + Penalty 3077.652541 = -1419312.432479
  nChanged 5
		SP:Iteration 33Q (150427.590000 sec): 3 clusters
  Score: Raw -1422391.518627 + Penalty 3077.652541 = -1419313.866086
  nChanged 5
		SP:Iteration 34Q (150427.830000 sec): 3 clusters
  Score: Raw -1422392.326683 + Penalty 3077.652541 = -1419314.674142
  nChanged 5
		SP:Iteration 35Q (150428.020000 sec): 3 clusters
  Score: Raw -1422392.887224 + Penalty 3077.652541 = -1419315.234683
  nChanged 3
		SP:Iteration 36Q (150428.250000 sec): 3 clusters
  Score: Raw -1422393.403070 + Penalty 3077.652541 = -1419315.750528
  nChanged 3
		SP:Iteration 37Q (150428.460000 sec): 3 clusters
  Score: Raw -1422393.928696 + Penalty 3077.652541 = -1419316.276155
  nChanged 4
		SP:Iteration 38Q (150428.650000 sec): 3 clusters
  Score: Raw -1422394.816882 + Penalty 3077.652541 = -1419317.164340
  nChanged 6
		SP:Iteration 39Q (150428.860000 sec): 3 clusters
  Score: Raw -1422396.359541 + Penalty 3077.652541 = -1419318.706999
  nChanged 5
		SP:Iteration 40F (150429.070000 sec): 3 clusters
  Score: Raw -1422397.872327 + Penalty 3077.652541 = -1419320.219785
  nChanged 6
		SP:Iteration 41Q (150429.340000 sec): 3 clusters
  Score: Raw -1422399.216865 + Penalty 3077.652541 = -1419321.564324
  nChanged 5
		SP:Iteration 42Q (150429.520000 sec): 3 clusters
  Score: Raw -1422400.197047 + Penalty 3077.652541 = -1419322.544505
  nChanged 4
		SP:Iteration 43Q (150429.750000 sec): 3 clusters
  Score: Raw -1422400.863255 + Penalty 3077.652541 = -1419323.210713
  nChanged 3
		SP:Iteration 44Q (150429.960000 sec): 3 clusters
  Score: Raw -1422401.611506 + Penalty 3077.652541 = -1419323.958965
  nChanged 4
		SP:Iteration 45Q (150430.170000 sec): 3 clusters
  Score: Raw -1422402.307457 + Penalty 3077.652541 = -1419324.654916
  nChanged 6
		SP:Iteration 46Q (150430.370000 sec): 3 clusters
  Score: Raw -1422403.776825 + Penalty 3077.652541 = -1419326.124284
  nChanged 4
		SP:Iteration 47Q (150430.570000 sec): 3 clusters
  Score: Raw -1422404.630338 + Penalty 3077.652541 = -1419326.977797
  nChanged 5
		SP:Iteration 48Q (150430.790000 sec): 3 clusters
  Score: Raw -1422405.425775 + Penalty 3077.652541 = -1419327.773234
  nChanged 4
		SP:Iteration 49Q (150431.030000 sec): 3 clusters
  Score: Raw -1422406.237173 + Penalty 3077.652541 = -1419328.584632
  nChanged 4
		SP:Iteration 50Q (150431.250000 sec): 3 clusters
  Score: Raw -1422407.412715 + Penalty 3077.652541 = -1419329.760174
  nChanged 10
		SP:Iteration 51Q (150431.470000 sec): 3 clusters
  Score: Raw -1422410.096605 + Penalty 3077.652541 = -1419332.444064
  nChanged 8
		SP:Iteration 52Q (150431.680000 sec): 3 clusters
  Score: Raw -1422412.762438 + Penalty 3077.652541 = -1419335.109896
  nChanged 10
		SP:Iteration 53Q (150431.930000 sec): 3 clusters
  Score: Raw -1422414.352663 + Penalty 3077.652541 = -1419336.700121
  nChanged 5
		SP:Iteration 54Q (150432.150000 sec): 3 clusters
  Score: Raw -1422415.726590 + Penalty 3077.652541 = -1419338.074049
  nChanged 9
		SP:Iteration 55Q (150432.350000 sec): 3 clusters
  Score: Raw -1422417.796046 + Penalty 3077.652541 = -1419340.143505
  nChanged 8
		SP:Iteration 56Q (150432.570000 sec): 3 clusters
  Score: Raw -1422419.301544 + Penalty 3077.652541 = -1419341.649003
  nChanged 4
		SP:Iteration 57Q (150432.810000 sec): 3 clusters
  Score: Raw -1422420.439789 + Penalty 3077.652541 = -1419342.787248
  nChanged 7
		SP:Iteration 58Q (150433.050000 sec): 3 clusters
  Score: Raw -1422421.519479 + Penalty 3077.652541 = -1419343.866938
  nChanged 3
		SP:Iteration 59Q (150433.280000 sec): 3 clusters
  Score: Raw -1422421.960404 + Penalty 3077.652541 = -1419344.307863
  nChanged 1
		SP:Iteration 60F (150433.530000 sec): 3 clusters
  Score: Raw -1422422.076291 + Penalty 3077.652541 = -1419344.423749
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150433.660000 sec): 2 clusters
  Score: Raw -406218.189555 + Penalty 1335.509106 = -404882.680449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150433.850000 sec): 3 clusters
  Score: Raw -404437.045157 + Penalty 2671.018213 = -401766.026944
  nChanged 1401
		SP:Iteration 1F (150433.970000 sec): 3 clusters
  Score: Raw -405186.119017 + Penalty 2671.018213 = -402515.100804
  nChanged 283
		SP:Iteration 2F (150434.160000 sec): 3 clusters
  Score: Raw -405378.585949 + Penalty 2671.018213 = -402707.567736
  nChanged 228
		SP:Iteration 3F (150434.330000 sec): 3 clusters
  Score: Raw -405506.232017 + Penalty 2671.018213 = -402835.213805
  nChanged 167
		SP:Iteration 4Q (150434.460000 sec): 3 clusters
  Score: Raw -405592.691740 + Penalty 2671.018213 = -402921.673527
  nChanged 134
		SP:Iteration 5Q (150434.620000 sec): 3 clusters
  Score: Raw -405671.983015 + Penalty 2671.018213 = -403000.964802
  nChanged 123
		SP:Iteration 6Q (150434.780000 sec): 3 clusters
  Score: Raw -405739.495640 + Penalty 2671.018213 = -403068.477427
  nChanged 106
		SP:Iteration 7Q (150434.950000 sec): 3 clusters
  Score: Raw -405791.591297 + Penalty 2671.018213 = -403120.573084
  nChanged 90
		SP:Iteration 8Q (150435.110000 sec): 3 clusters
  Score: Raw -405833.628832 + Penalty 2671.018213 = -403162.610619
  nChanged 62
		SP:Iteration 9Q (150435.270000 sec): 3 clusters
  Score: Raw -405861.416580 + Penalty 2671.018213 = -403190.398367
  nChanged 52
		SP:Iteration 10Q (150435.430000 sec): 3 clusters
  Score: Raw -405882.881905 + Penalty 2671.018213 = -403211.863692
  nChanged 48
		SP:Iteration 11Q (150435.610000 sec): 3 clusters
  Score: Raw -405903.460440 + Penalty 2671.018213 = -403232.442227
  nChanged 42
		SP:Iteration 12Q (150435.770000 sec): 3 clusters
  Score: Raw -405919.569349 + Penalty 2671.018213 = -403248.551136
  nChanged 38
		SP:Iteration 13Q (150435.940000 sec): 3 clusters
  Score: Raw -405934.920139 + Penalty 2671.018213 = -403263.901926
  nChanged 35
		SP:Iteration 14Q (150436.100000 sec): 3 clusters
  Score: Raw -405950.123736 + Penalty 2671.018213 = -403279.105523
  nChanged 25
		SP:Iteration 15Q (150436.290000 sec): 3 clusters
  Score: Raw -405960.715368 + Penalty 2671.018213 = -403289.697155
  nChanged 33
		SP:Iteration 16Q (150436.490000 sec): 3 clusters
  Score: Raw -405972.172476 + Penalty 2671.018213 = -403301.154263
  nChanged 27
		SP:Iteration 17Q (150436.640000 sec): 3 clusters
  Score: Raw -405979.953232 + Penalty 2671.018213 = -403308.935019
  nChanged 22
		SP:Iteration 18Q (150436.820000 sec): 3 clusters
  Score: Raw -405985.959431 + Penalty 2671.018213 = -403314.941218
  nChanged 19
		SP:Iteration 19Q (150436.980000 sec): 3 clusters
  Score: Raw -405994.113792 + Penalty 2671.018213 = -403323.095579
  nChanged 16
		SP:Iteration 20F (150437.150000 sec): 3 clusters
  Score: Raw -405998.814270 + Penalty 2671.018213 = -403327.796057
  nChanged 13
		SP:Iteration 21Q (150437.330000 sec): 3 clusters
  Score: Raw -406003.549238 + Penalty 2671.018213 = -403332.531025
  nChanged 12
		SP:Iteration 22Q (150437.490000 sec): 3 clusters
  Score: Raw -406007.244478 + Penalty 2671.018213 = -403336.226265
  nChanged 17
		SP:Iteration 23Q (150437.700000 sec): 3 clusters
  Score: Raw -406013.439870 + Penalty 2671.018213 = -403342.421658
  nChanged 19
		SP:Iteration 24Q (150437.830000 sec): 3 clusters
  Score: Raw -406019.927122 + Penalty 2671.018213 = -403348.908909
  nChanged 17
		SP:Iteration 25Q (150438.030000 sec): 3 clusters
  Score: Raw -406024.620645 + Penalty 2671.018213 = -403353.602432
  nChanged 16
		SP:Iteration 26Q (150438.220000 sec): 3 clusters
  Score: Raw -406030.446855 + Penalty 2671.018213 = -403359.428642
  nChanged 17
		SP:Iteration 27Q (150438.400000 sec): 3 clusters
  Score: Raw -406036.406658 + Penalty 2671.018213 = -403365.388446
  nChanged 15
		SP:Iteration 28Q (150438.570000 sec): 3 clusters
  Score: Raw -406042.582102 + Penalty 2671.018213 = -403371.563890
  nChanged 19
		SP:Iteration 29Q (150438.750000 sec): 3 clusters
  Score: Raw -406049.567058 + Penalty 2671.018213 = -403378.548845
  nChanged 21
		SP:Iteration 30Q (150438.900000 sec): 3 clusters
  Score: Raw -406057.707027 + Penalty 2671.018213 = -403386.688814
  nChanged 14
		SP:Iteration 31Q (150439.120000 sec): 3 clusters
  Score: Raw -406062.005900 + Penalty 2671.018213 = -403390.987687
  nChanged 7
		SP:Iteration 32Q (150439.270000 sec): 3 clusters
  Score: Raw -406064.350570 + Penalty 2671.018213 = -403393.332358
  nChanged 8
		SP:Iteration 33Q (150439.440000 sec): 3 clusters
  Score: Raw -406067.158841 + Penalty 2671.018213 = -403396.140629
  nChanged 5
		SP:Iteration 34Q (150439.580000 sec): 3 clusters
  Score: Raw -406068.343794 + Penalty 2671.018213 = -403397.325581
  nChanged 7
		SP:Iteration 35Q (150439.730000 sec): 3 clusters
  Score: Raw -406070.800859 + Penalty 2671.018213 = -403399.782646
  nChanged 10
		SP:Iteration 36Q (150439.920000 sec): 3 clusters
  Score: Raw -406073.534024 + Penalty 2671.018213 = -403402.515811
  nChanged 7
		SP:Iteration 37Q (150440.080000 sec): 3 clusters
  Score: Raw -406075.946078 + Penalty 2671.018213 = -403404.927866
  nChanged 11
		SP:Iteration 38Q (150440.250000 sec): 3 clusters
  Score: Raw -406079.328998 + Penalty 2671.018213 = -403408.310786
  nChanged 9
		SP:Iteration 39Q (150440.410000 sec): 3 clusters
  Score: Raw -406082.646983 + Penalty 2671.018213 = -403411.628770
  nChanged 11
		SP:Iteration 40F (150440.580000 sec): 3 clusters
  Score: Raw -406086.619002 + Penalty 2671.018213 = -403415.600790
  nChanged 12
		SP:Iteration 41Q (150440.720000 sec): 3 clusters
  Score: Raw -406090.257266 + Penalty 2671.018213 = -403419.239053
  nChanged 16
		SP:Iteration 42Q (150440.860000 sec): 3 clusters
  Score: Raw -406095.830257 + Penalty 2671.018213 = -403424.812044
  nChanged 21
		SP:Iteration 43Q (150441.060000 sec): 3 clusters
  Score: Raw -406103.794183 + Penalty 2671.018213 = -403432.775970
  nChanged 18
		SP:Iteration 44Q (150441.210000 sec): 3 clusters
  Score: Raw -406109.509949 + Penalty 2671.018213 = -403438.491736
  nChanged 14
		SP:Iteration 45Q (150441.440000 sec): 3 clusters
  Score: Raw -406113.456027 + Penalty 2671.018213 = -403442.437815
  nChanged 10
		SP:Iteration 46Q (150441.590000 sec): 3 clusters
  Score: Raw -406117.307984 + Penalty 2671.018213 = -403446.289771
  nChanged 10
		SP:Iteration 47Q (150441.780000 sec): 3 clusters
  Score: Raw -406120.706341 + Penalty 2671.018213 = -403449.688128
  nChanged 14
		SP:Iteration 48Q (150441.930000 sec): 3 clusters
  Score: Raw -406127.326831 + Penalty 2671.018213 = -403456.308619
  nChanged 17
		SP:Iteration 49Q (150442.110000 sec): 3 clusters
  Score: Raw -406133.947895 + Penalty 2671.018213 = -403462.929683
  nChanged 17
		SP:Iteration 50Q (150442.250000 sec): 3 clusters
  Score: Raw -406140.035946 + Penalty 2671.018213 = -403469.017734
  nChanged 16
		SP:Iteration 51Q (150442.410000 sec): 3 clusters
  Score: Raw -406147.256099 + Penalty 2671.018213 = -403476.237886
  nChanged 19
		SP:Iteration 52Q (150442.530000 sec): 3 clusters
  Score: Raw -406154.958555 + Penalty 2671.018213 = -403483.940342
  nChanged 20
		SP:Iteration 53Q (150442.670000 sec): 3 clusters
  Score: Raw -406162.915810 + Penalty 2671.018213 = -403491.897598
  nChanged 17
		SP:Iteration 54Q (150442.840000 sec): 3 clusters
  Score: Raw -406171.200251 + Penalty 2671.018213 = -403500.182038
  nChanged 15
		SP:Iteration 55Q (150443.000000 sec): 3 clusters
  Score: Raw -406177.325545 + Penalty 2671.018213 = -403506.307333
  nChanged 15
		SP:Iteration 56Q (150443.200000 sec): 3 clusters
  Score: Raw -406182.582617 + Penalty 2671.018213 = -403511.564404
  nChanged 11
		SP:Iteration 57Q (150443.340000 sec): 3 clusters
  Score: Raw -406186.946183 + Penalty 2671.018213 = -403515.927970
  nChanged 7
		SP:Iteration 58Q (150443.560000 sec): 3 clusters
  Score: Raw -406189.216242 + Penalty 2671.018213 = -403518.198029
  nChanged 7
		SP:Iteration 59Q (150443.710000 sec): 3 clusters
  Score: Raw -406191.646787 + Penalty 2671.018213 = -403520.628574
  nChanged 6
		SP:Iteration 60F (150443.870000 sec): 3 clusters
  Score: Raw -406193.825794 + Penalty 2671.018213 = -403522.807582
  nChanged 6
		SP:Iteration 61Q (150444.030000 sec): 3 clusters
  Score: Raw -406195.799848 + Penalty 2671.018213 = -403524.781635
  nChanged 9
		SP:Iteration 62Q (150444.200000 sec): 3 clusters
  Score: Raw -406198.008290 + Penalty 2671.018213 = -403526.990077
  nChanged 4
		SP:Iteration 63Q (150444.330000 sec): 3 clusters
  Score: Raw -406199.215930 + Penalty 2671.018213 = -403528.197718
  nChanged 4
		SP:Iteration 64Q (150444.480000 sec): 3 clusters
  Score: Raw -406200.209675 + Penalty 2671.018213 = -403529.191462
  nChanged 3
		SP:Iteration 65Q (150444.680000 sec): 3 clusters
  Score: Raw -406200.830287 + Penalty 2671.018213 = -403529.812075
  nChanged 2
		SP:Iteration 66Q (150444.870000 sec): 3 clusters
  Score: Raw -406201.508283 + Penalty 2671.018213 = -403530.490070
  nChanged 2
		SP:Iteration 67Q (150445.050000 sec): 3 clusters
  Score: Raw -406202.024780 + Penalty 2671.018213 = -403531.006567
  nChanged 1
		SP:Iteration 68Q (150445.230000 sec): 3 clusters
  Score: Raw -406202.361417 + Penalty 2671.018213 = -403531.343205
  nChanged 0
		SP:Iteration 69F (150445.380000 sec): 3 clusters
  Score: Raw -406202.361417 + Penalty 2671.018213 = -403531.343205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150445.500000 sec): 2 clusters
  Score: Raw -473120.855568 + Penalty 1365.034098 = -471755.821470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150445.720000 sec): 3 clusters
  Score: Raw -470890.290598 + Penalty 2730.068197 = -468160.222401
  nChanged 1777
		SP:Iteration 1F (150445.900000 sec): 3 clusters
  Score: Raw -471967.854401 + Penalty 2730.068197 = -469237.786204
  nChanged 364
		SP:Iteration 2F (150446.080000 sec): 3 clusters
  Score: Raw -472218.976993 + Penalty 2730.068197 = -469488.908797
  nChanged 289
		SP:Iteration 3F (150446.240000 sec): 3 clusters
  Score: Raw -472435.611627 + Penalty 2730.068197 = -469705.543430
  nChanged 257
		SP:Iteration 4F (150446.400000 sec): 3 clusters
  Score: Raw -472616.212994 + Penalty 2730.068197 = -469886.144797
  nChanged 222
		SP:Iteration 5Q (150446.570000 sec): 3 clusters
  Score: Raw -472789.703274 + Penalty 2730.068197 = -470059.635077
  nChanged 208
		SP:Iteration 6Q (150446.740000 sec): 3 clusters
  Score: Raw -472948.665003 + Penalty 2730.068197 = -470218.596806
  nChanged 173
		SP:Iteration 7Q (150446.880000 sec): 3 clusters
  Score: Raw -473075.214101 + Penalty 2730.068197 = -470345.145905
  nChanged 144
		SP:Iteration 8Q (150447.040000 sec): 3 clusters
  Score: Raw -473191.868788 + Penalty 2730.068197 = -470461.800591
  nChanged 130
		SP:Iteration 9Q (150447.200000 sec): 3 clusters
  Score: Raw -473289.839105 + Penalty 2730.068197 = -470559.770908
  nChanged 102
		SP:Iteration 10Q (150447.350000 sec): 3 clusters
  Score: Raw -473366.758047 + Penalty 2730.068197 = -470636.689851
  nChanged 75
		SP:Iteration 11Q (150447.520000 sec): 3 clusters
  Score: Raw -473425.422660 + Penalty 2730.068197 = -470695.354464
  nChanged 59
		SP:Iteration 12Q (150447.670000 sec): 3 clusters
  Score: Raw -473470.212647 + Penalty 2730.068197 = -470740.144450
  nChanged 45
		SP:Iteration 13Q (150447.870000 sec): 3 clusters
  Score: Raw -473507.869467 + Penalty 2730.068197 = -470777.801271
  nChanged 38
		SP:Iteration 14Q (150448.060000 sec): 3 clusters
  Score: Raw -473534.465958 + Penalty 2730.068197 = -470804.397761
  nChanged 27
		SP:Iteration 15Q (150448.220000 sec): 3 clusters
  Score: Raw -473554.960139 + Penalty 2730.068197 = -470824.891942
  nChanged 21
		SP:Iteration 16Q (150448.400000 sec): 3 clusters
  Score: Raw -473567.035573 + Penalty 2730.068197 = -470836.967377
  nChanged 16
		SP:Iteration 17Q (150448.560000 sec): 3 clusters
  Score: Raw -473575.514515 + Penalty 2730.068197 = -470845.446318
  nChanged 13
		SP:Iteration 18Q (150448.710000 sec): 3 clusters
  Score: Raw -473584.461479 + Penalty 2730.068197 = -470854.393282
  nChanged 13
		SP:Iteration 19Q (150448.860000 sec): 3 clusters
  Score: Raw -473592.474144 + Penalty 2730.068197 = -470862.405948
  nChanged 12
		SP:Iteration 20F (150449.070000 sec): 3 clusters
  Score: Raw -473599.225740 + Penalty 2730.068197 = -470869.157543
  nChanged 8
		SP:Iteration 21Q (150449.220000 sec): 3 clusters
  Score: Raw -473602.190063 + Penalty 2730.068197 = -470872.121866
  nChanged 5
		SP:Iteration 22Q (150449.390000 sec): 3 clusters
  Score: Raw -473605.128458 + Penalty 2730.068197 = -470875.060261
  nChanged 7
		SP:Iteration 23Q (150449.570000 sec): 3 clusters
  Score: Raw -473610.591101 + Penalty 2730.068197 = -470880.522904
  nChanged 6
		SP:Iteration 24Q (150449.720000 sec): 3 clusters
  Score: Raw -473614.621910 + Penalty 2730.068197 = -470884.553713
  nChanged 4
		SP:Iteration 25Q (150449.860000 sec): 3 clusters
  Score: Raw -473616.086191 + Penalty 2730.068197 = -470886.017995
  nChanged 1
		SP:Iteration 26Q (150450.010000 sec): 3 clusters
  Score: Raw -473617.164734 + Penalty 2730.068197 = -470887.096537
  nChanged 2
		SP:Iteration 27Q (150450.200000 sec): 3 clusters
  Score: Raw -473618.263093 + Penalty 2730.068197 = -470888.194897
  nChanged 5
		SP:Iteration 28Q (150450.360000 sec): 3 clusters
  Score: Raw -473620.889715 + Penalty 2730.068197 = -470890.821518
  nChanged 4
		SP:Iteration 29Q (150450.530000 sec): 3 clusters
  Score: Raw -473622.783969 + Penalty 2730.068197 = -470892.715772
  nChanged 3
		SP:Iteration 30Q (150450.700000 sec): 3 clusters
  Score: Raw -473624.144105 + Penalty 2730.068197 = -470894.075909
  nChanged 0
		SP:Iteration 31F (150450.870000 sec): 3 clusters
  Score: Raw -473624.144105 + Penalty 2730.068197 = -470894.075909
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (2545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150450.970000 sec): 2 clusters
  Score: Raw -246413.317217 + Penalty 1274.306463 = -245139.010753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150451.140000 sec): 3 clusters
  Score: Raw -245332.596664 + Penalty 2548.612927 = -242783.983737
  nChanged 912
		SP:Iteration 1F (150451.360000 sec): 3 clusters
  Score: Raw -245943.365116 + Penalty 2548.612927 = -243394.752189
  nChanged 224
		SP:Iteration 2F (150451.510000 sec): 3 clusters
  Score: Raw -246155.163223 + Penalty 2548.612927 = -243606.550296
  nChanged 173
		SP:Iteration 3F (150451.700000 sec): 3 clusters
  Score: Raw -246335.176405 + Penalty 2548.612927 = -243786.563478
  nChanged 144
		SP:Iteration 4F (150451.840000 sec): 3 clusters
  Score: Raw -246505.748864 + Penalty 2548.612927 = -243957.135937
  nChanged 151
		SP:Iteration 5F (150452.050000 sec): 3 clusters
  Score: Raw -246659.178768 + Penalty 2548.612927 = -244110.565841
  nChanged 112
		SP:Iteration 6Q (150452.190000 sec): 3 clusters
  Score: Raw -246750.732804 + Penalty 2548.612927 = -244202.119877
  nChanged 93
		SP:Iteration 7Q (150452.370000 sec): 3 clusters
  Score: Raw -246855.825589 + Penalty 2548.612927 = -244307.212662
  nChanged 81
		SP:Iteration 8Q (150452.550000 sec): 3 clusters
  Score: Raw -246910.173620 + Penalty 2548.612927 = -244361.560693
  nChanged 55
		SP:Iteration 9Q (150452.720000 sec): 3 clusters
  Score: Raw -246942.283454 + Penalty 2548.612927 = -244393.670527
  nChanged 32
		SP:Iteration 10Q (150452.910000 sec): 3 clusters
  Score: Raw -246956.829428 + Penalty 2548.612927 = -244408.216502
  nChanged 23
		SP:Iteration 11Q (150453.080000 sec): 3 clusters
  Score: Raw -246967.998860 + Penalty 2548.612927 = -244419.385933
  nChanged 19
		SP:Iteration 12Q (150453.270000 sec): 3 clusters
  Score: Raw -246978.301531 + Penalty 2548.612927 = -244429.688604
  nChanged 17
		SP:Iteration 13Q (150453.420000 sec): 3 clusters
  Score: Raw -246984.768119 + Penalty 2548.612927 = -244436.155192
  nChanged 9
		SP:Iteration 14Q (150453.600000 sec): 3 clusters
  Score: Raw -246987.868402 + Penalty 2548.612927 = -244439.255475
  nChanged 8
		SP:Iteration 15Q (150453.780000 sec): 3 clusters
  Score: Raw -246991.864063 + Penalty 2548.612927 = -244443.251136
  nChanged 5
		SP:Iteration 16Q (150453.950000 sec): 3 clusters
  Score: Raw -246993.865573 + Penalty 2548.612927 = -244445.252646
  nChanged 5
		SP:Iteration 17Q (150454.160000 sec): 3 clusters
  Score: Raw -246995.292785 + Penalty 2548.612927 = -244446.679858
  nChanged 3
		SP:Iteration 18Q (150454.350000 sec): 3 clusters
  Score: Raw -246996.674386 + Penalty 2548.612927 = -244448.061459
  nChanged 2
		SP:Iteration 19Q (150454.510000 sec): 3 clusters
  Score: Raw -246998.184642 + Penalty 2548.612927 = -244449.571715
  nChanged 4
		SP:Iteration 20F (150454.610000 sec): 3 clusters
  Score: Raw -246998.931469 + Penalty 2548.612927 = -244450.318542
  nChanged 1
		SP:Iteration 21Q (150454.770000 sec): 3 clusters
  Score: Raw -246999.190607 + Penalty 2548.612927 = -244450.577680
  nChanged 1
		SP:Iteration 22Q (150454.910000 sec): 3 clusters
  Score: Raw -246999.374208 + Penalty 2548.612927 = -244450.761281
  nChanged 1
		SP:Iteration 23Q (150455.090000 sec): 3 clusters
  Score: Raw -246999.590546 + Penalty 2548.612927 = -244450.977619
  nChanged 0
		SP:Iteration 24F (150455.240000 sec): 3 clusters
  Score: Raw -246999.590546 + Penalty 2548.612927 = -244450.977619
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150455.410000 sec): 2 clusters
  Score: Raw -834930.242107 + Penalty 1461.250169 = -833468.991938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150455.590000 sec): 3 clusters
  Score: Raw -830525.840008 + Penalty 2922.500338 = -827603.339670
  nChanged 3436
		SP:Iteration 1F (150455.750000 sec): 3 clusters
  Score: Raw -832382.113911 + Penalty 2922.500338 = -829459.613573
  nChanged 537
		SP:Iteration 2F (150455.950000 sec): 3 clusters
  Score: Raw -832635.214215 + Penalty 2922.500338 = -829712.713877
  nChanged 429
		SP:Iteration 3F (150456.170000 sec): 3 clusters
  Score: Raw -832820.898058 + Penalty 2922.500338 = -829898.397719
  nChanged 386
		SP:Iteration 4Q (150456.370000 sec): 3 clusters
  Score: Raw -832978.394906 + Penalty 2922.500338 = -830055.894568
  nChanged 324
		SP:Iteration 5Q (150456.560000 sec): 3 clusters
  Score: Raw -833127.583426 + Penalty 2922.500338 = -830205.083088
  nChanged 289
		SP:Iteration 6Q (150456.760000 sec): 3 clusters
  Score: Raw -833262.275309 + Penalty 2922.500338 = -830339.774971
  nChanged 289
		SP:Iteration 7Q (150456.960000 sec): 3 clusters
  Score: Raw -833397.354089 + Penalty 2922.500338 = -830474.853751
  nChanged 301
		SP:Iteration 8Q (150457.140000 sec): 3 clusters
  Score: Raw -833543.588589 + Penalty 2922.500338 = -830621.088251
  nChanged 284
		SP:Iteration 9Q (150457.380000 sec): 3 clusters
  Score: Raw -833678.924561 + Penalty 2922.500338 = -830756.424223
  nChanged 265
		SP:Iteration 10Q (150457.570000 sec): 3 clusters
  Score: Raw -833808.367408 + Penalty 2922.500338 = -830885.867070
  nChanged 242
		SP:Iteration 11Q (150457.770000 sec): 3 clusters
  Score: Raw -833925.401798 + Penalty 2922.500338 = -831002.901459
  nChanged 205
		SP:Iteration 12Q (150457.990000 sec): 3 clusters
  Score: Raw -834018.884498 + Penalty 2922.500338 = -831096.384160
  nChanged 195
		SP:Iteration 13Q (150458.150000 sec): 3 clusters
  Score: Raw -834110.717852 + Penalty 2922.500338 = -831188.217514
  nChanged 169
		SP:Iteration 14Q (150458.360000 sec): 3 clusters
  Score: Raw -834186.939059 + Penalty 2922.500338 = -831264.438721
  nChanged 172
		SP:Iteration 15Q (150458.600000 sec): 3 clusters
  Score: Raw -834266.422386 + Penalty 2922.500338 = -831343.922048
  nChanged 157
		SP:Iteration 16Q (150458.770000 sec): 3 clusters
  Score: Raw -834338.004574 + Penalty 2922.500338 = -831415.504236
  nChanged 139
		SP:Iteration 17Q (150459.010000 sec): 3 clusters
  Score: Raw -834411.242792 + Penalty 2922.500338 = -831488.742454
  nChanged 143
		SP:Iteration 18Q (150459.170000 sec): 3 clusters
  Score: Raw -834460.323782 + Penalty 2922.500338 = -831537.823444
  nChanged 98
		SP:Iteration 19Q (150459.410000 sec): 3 clusters
  Score: Raw -834489.163428 + Penalty 2922.500338 = -831566.663090
  nChanged 84
		SP:Iteration 20F (150459.600000 sec): 3 clusters
  Score: Raw -834511.998313 + Penalty 2922.500338 = -831589.497975
  nChanged 60
		SP:Iteration 21Q (150459.770000 sec): 3 clusters
  Score: Raw -834526.122048 + Penalty 2922.500338 = -831603.621710
  nChanged 41
		SP:Iteration 22Q (150459.960000 sec): 3 clusters
  Score: Raw -834534.106944 + Penalty 2922.500338 = -831611.606606
  nChanged 30
		SP:Iteration 23Q (150460.170000 sec): 3 clusters
  Score: Raw -834539.241195 + Penalty 2922.500338 = -831616.740857
  nChanged 27
		SP:Iteration 24Q (150460.360000 sec): 3 clusters
  Score: Raw -834546.308847 + Penalty 2922.500338 = -831623.808509
  nChanged 35
		SP:Iteration 25Q (150460.520000 sec): 3 clusters
  Score: Raw -834554.255894 + Penalty 2922.500338 = -831631.755556
  nChanged 33
		SP:Iteration 26Q (150460.780000 sec): 3 clusters
  Score: Raw -834562.392116 + Penalty 2922.500338 = -831639.891778
  nChanged 36
		SP:Iteration 27Q (150460.940000 sec): 3 clusters
  Score: Raw -834571.550578 + Penalty 2922.500338 = -831649.050240
  nChanged 32
		SP:Iteration 28Q (150461.160000 sec): 3 clusters
  Score: Raw -834581.921829 + Penalty 2922.500338 = -831659.421491
  nChanged 43
		SP:Iteration 29Q (150461.380000 sec): 3 clusters
  Score: Raw -834596.112518 + Penalty 2922.500338 = -831673.612180
  nChanged 47
		SP:Iteration 30Q (150461.530000 sec): 3 clusters
  Score: Raw -834609.194905 + Penalty 2922.500338 = -831686.694567
  nChanged 43
		SP:Iteration 31Q (150461.740000 sec): 3 clusters
  Score: Raw -834620.976356 + Penalty 2922.500338 = -831698.476018
  nChanged 39
		SP:Iteration 32Q (150461.890000 sec): 3 clusters
  Score: Raw -834630.598684 + Penalty 2922.500338 = -831708.098346
  nChanged 39
		SP:Iteration 33Q (150462.120000 sec): 3 clusters
  Score: Raw -834639.249573 + Penalty 2922.500338 = -831716.749234
  nChanged 38
		SP:Iteration 34Q (150462.290000 sec): 3 clusters
  Score: Raw -834647.797852 + Penalty 2922.500338 = -831725.297514
  nChanged 31
		SP:Iteration 35Q (150462.470000 sec): 3 clusters
  Score: Raw -834657.184993 + Penalty 2922.500338 = -831734.684655
  nChanged 39
		SP:Iteration 36Q (150462.630000 sec): 3 clusters
  Score: Raw -834666.024740 + Penalty 2922.500338 = -831743.524402
  nChanged 39
		SP:Iteration 37Q (150462.840000 sec): 3 clusters
  Score: Raw -834674.919880 + Penalty 2922.500338 = -831752.419541
  nChanged 23
		SP:Iteration 38Q (150463.040000 sec): 3 clusters
  Score: Raw -834679.840563 + Penalty 2922.500338 = -831757.340225
  nChanged 21
		SP:Iteration 39Q (150463.230000 sec): 3 clusters
  Score: Raw -834684.204260 + Penalty 2922.500338 = -831761.703922
  nChanged 17
		SP:Iteration 40F (150463.390000 sec): 3 clusters
  Score: Raw -834688.145186 + Penalty 2922.500338 = -831765.644848
  nChanged 17
		SP:Iteration 41Q (150463.650000 sec): 3 clusters
  Score: Raw -834691.468999 + Penalty 2922.500338 = -831768.968661
  nChanged 22
		SP:Iteration 42Q (150463.800000 sec): 3 clusters
  Score: Raw -834696.762040 + Penalty 2922.500338 = -831774.261702
  nChanged 25
		SP:Iteration 43Q (150463.970000 sec): 3 clusters
  Score: Raw -834704.518525 + Penalty 2922.500338 = -831782.018187
  nChanged 27
		SP:Iteration 44Q (150464.170000 sec): 3 clusters
  Score: Raw -834712.982829 + Penalty 2922.500338 = -831790.482491
  nChanged 25
		SP:Iteration 45Q (150464.370000 sec): 3 clusters
  Score: Raw -834720.001696 + Penalty 2922.500338 = -831797.501358
  nChanged 24
		SP:Iteration 46Q (150464.560000 sec): 3 clusters
  Score: Raw -834726.255542 + Penalty 2922.500338 = -831803.755203
  nChanged 24
		SP:Iteration 47Q (150464.750000 sec): 3 clusters
  Score: Raw -834731.821390 + Penalty 2922.500338 = -831809.321052
  nChanged 23
		SP:Iteration 48Q (150464.970000 sec): 3 clusters
  Score: Raw -834736.613697 + Penalty 2922.500338 = -831814.113359
  nChanged 24
		SP:Iteration 49Q (150465.110000 sec): 3 clusters
  Score: Raw -834741.662679 + Penalty 2922.500338 = -831819.162341
  nChanged 21
		SP:Iteration 50Q (150465.310000 sec): 3 clusters
  Score: Raw -834745.772881 + Penalty 2922.500338 = -831823.272543
  nChanged 33
		SP:Iteration 51Q (150465.510000 sec): 3 clusters
  Score: Raw -834753.015385 + Penalty 2922.500338 = -831830.515047
  nChanged 34
		SP:Iteration 52Q (150465.700000 sec): 3 clusters
  Score: Raw -834760.627797 + Penalty 2922.500338 = -831838.127459
  nChanged 37
		SP:Iteration 53Q (150465.920000 sec): 3 clusters
  Score: Raw -834770.483651 + Penalty 2922.500338 = -831847.983313
  nChanged 36
		SP:Iteration 54Q (150466.120000 sec): 3 clusters
  Score: Raw -834780.569024 + Penalty 2922.500338 = -831858.068686
  nChanged 27
		SP:Iteration 55Q (150466.330000 sec): 3 clusters
  Score: Raw -834787.703423 + Penalty 2922.500338 = -831865.203085
  nChanged 28
		SP:Iteration 56Q (150466.550000 sec): 3 clusters
  Score: Raw -834794.617759 + Penalty 2922.500338 = -831872.117421
  nChanged 33
		SP:Iteration 57Q (150466.730000 sec): 3 clusters
  Score: Raw -834802.408552 + Penalty 2922.500338 = -831879.908214
  nChanged 26
		SP:Iteration 58Q (150466.900000 sec): 3 clusters
  Score: Raw -834808.714695 + Penalty 2922.500338 = -831886.214357
  nChanged 36
		SP:Iteration 59Q (150467.090000 sec): 3 clusters
  Score: Raw -834816.974162 + Penalty 2922.500338 = -831894.473824
  nChanged 26
		SP:Iteration 60F (150467.310000 sec): 3 clusters
  Score: Raw -834824.757963 + Penalty 2922.500338 = -831902.257625
  nChanged 26
		SP:Iteration 61Q (150467.480000 sec): 3 clusters
  Score: Raw -834831.554405 + Penalty 2922.500338 = -831909.054067
  nChanged 23
		SP:Iteration 62Q (150467.620000 sec): 3 clusters
  Score: Raw -834837.371308 + Penalty 2922.500338 = -831914.870970
  nChanged 27
		SP:Iteration 63Q (150467.770000 sec): 3 clusters
  Score: Raw -834846.055212 + Penalty 2922.500338 = -831923.554874
  nChanged 28
		SP:Iteration 64Q (150467.980000 sec): 3 clusters
  Score: Raw -834854.569674 + Penalty 2922.500338 = -831932.069335
  nChanged 29
		SP:Iteration 65Q (150468.150000 sec): 3 clusters
  Score: Raw -834864.810666 + Penalty 2922.500338 = -831942.310328
  nChanged 26
		SP:Iteration 66Q (150468.330000 sec): 3 clusters
  Score: Raw -834876.323621 + Penalty 2922.500338 = -831953.823283
  nChanged 32
		SP:Iteration 67Q (150468.530000 sec): 3 clusters
  Score: Raw -834889.588056 + Penalty 2922.500338 = -831967.087718
  nChanged 36
		SP:Iteration 68Q (150468.690000 sec): 3 clusters
  Score: Raw -834910.317387 + Penalty 2922.500338 = -831987.817049
  nChanged 36
		SP:Iteration 69Q (150468.910000 sec): 3 clusters
  Score: Raw -834926.505074 + Penalty 2922.500338 = -832004.004736
  nChanged 32
		SP:Iteration 70Q (150469.110000 sec): 3 clusters
  Score: Raw -834939.425727 + Penalty 2922.500338 = -832016.925389
  nChanged 33
		SP:Iteration 71Q (150469.310000 sec): 3 clusters
  Score: Raw -834952.695589 + Penalty 2922.500338 = -832030.195251
  nChanged 31
		SP:Iteration 72Q (150469.520000 sec): 3 clusters
  Score: Raw -834968.152833 + Penalty 2922.500338 = -832045.652495
  nChanged 40
		SP:Iteration 73Q (150469.680000 sec): 3 clusters
  Score: Raw -834986.293169 + Penalty 2922.500338 = -832063.792831
  nChanged 34
		SP:Iteration 74Q (150469.870000 sec): 3 clusters
  Score: Raw -835000.665062 + Penalty 2922.500338 = -832078.164724
  nChanged 32
		SP:Iteration 75Q (150470.080000 sec): 3 clusters
  Score: Raw -835014.498021 + Penalty 2922.500338 = -832091.997683
  nChanged 26
		SP:Iteration 76Q (150470.280000 sec): 3 clusters
  Score: Raw -835026.773347 + Penalty 2922.500338 = -832104.273009
  nChanged 31
		SP:Iteration 77Q (150470.530000 sec): 3 clusters
  Score: Raw -835039.743249 + Penalty 2922.500338 = -832117.242911
  nChanged 26
		SP:Iteration 78Q (150470.730000 sec): 3 clusters
  Score: Raw -835048.950842 + Penalty 2922.500338 = -832126.450504
  nChanged 19
		SP:Iteration 79Q (150470.890000 sec): 3 clusters
  Score: Raw -835054.155013 + Penalty 2922.500338 = -832131.654675
  nChanged 17
		SP:Iteration 80F (150471.090000 sec): 3 clusters
  Score: Raw -835061.374152 + Penalty 2922.500338 = -832138.873814
  nChanged 17
		SP:Iteration 81Q (150471.220000 sec): 3 clusters
  Score: Raw -835069.224392 + Penalty 2922.500338 = -832146.724054
  nChanged 13
		SP:Iteration 82Q (150471.380000 sec): 3 clusters
  Score: Raw -835074.120375 + Penalty 2922.500338 = -832151.620037
  nChanged 12
		SP:Iteration 83Q (150471.590000 sec): 3 clusters
  Score: Raw -835078.118359 + Penalty 2922.500338 = -832155.618021
  nChanged 8
		SP:Iteration 84Q (150471.770000 sec): 3 clusters
  Score: Raw -835081.122810 + Penalty 2922.500338 = -832158.622471
  nChanged 8
		SP:Iteration 85Q (150471.960000 sec): 3 clusters
  Score: Raw -835083.751197 + Penalty 2922.500338 = -832161.250859
  nChanged 6
		SP:Iteration 86Q (150472.130000 sec): 3 clusters
  Score: Raw -835085.279132 + Penalty 2922.500338 = -832162.778793
  nChanged 5
		SP:Iteration 87Q (150472.330000 sec): 3 clusters
  Score: Raw -835086.938914 + Penalty 2922.500338 = -832164.438576
  nChanged 5
		SP:Iteration 88Q (150472.530000 sec): 3 clusters
  Score: Raw -835088.086074 + Penalty 2922.500338 = -832165.585736
  nChanged 4
		SP:Iteration 89Q (150472.730000 sec): 3 clusters
  Score: Raw -835089.141034 + Penalty 2922.500338 = -832166.640696
  nChanged 4
		SP:Iteration 90Q (150472.910000 sec): 3 clusters
  Score: Raw -835090.562232 + Penalty 2922.500338 = -832168.061894
  nChanged 3
		SP:Iteration 91Q (150473.140000 sec): 3 clusters
  Score: Raw -835091.059122 + Penalty 2922.500338 = -832168.558784
  nChanged 1
		SP:Iteration 92Q (150473.300000 sec): 3 clusters
  Score: Raw -835091.161929 + Penalty 2922.500338 = -832168.661591
  nChanged 0
		SP:Iteration 93F (150473.480000 sec): 3 clusters
  Score: Raw -835091.161929 + Penalty 2922.500338 = -832168.661591
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150473.590000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150473.720000 sec): 3 clusters
  Score: Raw -16194.295754 + Penalty 1661.396031 = -14532.899722
  nChanged 23
		SP:Iteration 1F (150473.820000 sec): 3 clusters
  Score: Raw -16251.729607 + Penalty 1661.396031 = -14590.333576
  nChanged 2
		SP:Iteration 2Q (150473.960000 sec): 3 clusters
  Score: Raw -16255.923399 + Penalty 1661.396031 = -14594.527367
  nChanged 0
		SP:Iteration 3F (150474.150000 sec): 3 clusters
  Score: Raw -16255.923399 + Penalty 1661.396031 = -14594.527367
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150474.270000 sec): 2 clusters
  Score: Raw -507902.050574 + Penalty 1370.459052 = -506531.591522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150474.420000 sec): 3 clusters
  Score: Raw -505540.050264 + Penalty 2740.918104 = -502799.132159
  nChanged 1844
		SP:Iteration 1F (150474.630000 sec): 3 clusters
  Score: Raw -506585.458069 + Penalty 2740.918104 = -503844.539964
  nChanged 352
		SP:Iteration 2F (150474.760000 sec): 3 clusters
  Score: Raw -506779.252842 + Penalty 2740.918104 = -504038.334737
  nChanged 239
		SP:Iteration 3F (150474.920000 sec): 3 clusters
  Score: Raw -506887.861457 + Penalty 2740.918104 = -504146.943353
  nChanged 167
		SP:Iteration 4Q (150475.080000 sec): 3 clusters
  Score: Raw -506957.851569 + Penalty 2740.918104 = -504216.933464
  nChanged 137
		SP:Iteration 5Q (150475.260000 sec): 3 clusters
  Score: Raw -507018.092592 + Penalty 2740.918104 = -504277.174488
  nChanged 122
		SP:Iteration 6Q (150475.440000 sec): 3 clusters
  Score: Raw -507065.278919 + Penalty 2740.918104 = -504324.360815
  nChanged 100
		SP:Iteration 7Q (150475.620000 sec): 3 clusters
  Score: Raw -507105.705820 + Penalty 2740.918104 = -504364.787716
  nChanged 98
		SP:Iteration 8Q (150475.810000 sec): 3 clusters
  Score: Raw -507147.425662 + Penalty 2740.918104 = -504406.507558
  nChanged 94
		SP:Iteration 9Q (150476.010000 sec): 3 clusters
  Score: Raw -507185.372274 + Penalty 2740.918104 = -504444.454170
  nChanged 90
		SP:Iteration 10Q (150476.220000 sec): 3 clusters
  Score: Raw -507218.980246 + Penalty 2740.918104 = -504478.062141
  nChanged 79
		SP:Iteration 11Q (150476.380000 sec): 3 clusters
  Score: Raw -507248.399346 + Penalty 2740.918104 = -504507.481242
  nChanged 88
		SP:Iteration 12Q (150476.550000 sec): 3 clusters
  Score: Raw -507288.286738 + Penalty 2740.918104 = -504547.368633
  nChanged 101
		SP:Iteration 13Q (150476.740000 sec): 3 clusters
  Score: Raw -507331.872097 + Penalty 2740.918104 = -504590.953993
  nChanged 82
		SP:Iteration 14Q (150476.930000 sec): 3 clusters
  Score: Raw -507368.034243 + Penalty 2740.918104 = -504627.116138
  nChanged 71
		SP:Iteration 15Q (150477.080000 sec): 3 clusters
  Score: Raw -507396.900797 + Penalty 2740.918104 = -504655.982692
  nChanged 76
		SP:Iteration 16Q (150477.250000 sec): 3 clusters
  Score: Raw -507432.481525 + Penalty 2740.918104 = -504691.563421
  nChanged 83
		SP:Iteration 17Q (150477.470000 sec): 3 clusters
  Score: Raw -507469.792591 + Penalty 2740.918104 = -504728.874486
  nChanged 74
		SP:Iteration 18Q (150477.660000 sec): 3 clusters
  Score: Raw -507500.018202 + Penalty 2740.918104 = -504759.100098
  nChanged 64
		SP:Iteration 19Q (150477.850000 sec): 3 clusters
  Score: Raw -507531.960800 + Penalty 2740.918104 = -504791.042696
  nChanged 74
		SP:Iteration 20F (150478.030000 sec): 3 clusters
  Score: Raw -507564.034094 + Penalty 2740.918104 = -504823.115989
  nChanged 71
		SP:Iteration 21Q (150478.210000 sec): 3 clusters
  Score: Raw -507596.200218 + Penalty 2740.918104 = -504855.282113
  nChanged 65
		SP:Iteration 22Q (150478.370000 sec): 3 clusters
  Score: Raw -507621.713130 + Penalty 2740.918104 = -504880.795025
  nChanged 66
		SP:Iteration 23Q (150478.580000 sec): 3 clusters
  Score: Raw -507646.430079 + Penalty 2740.918104 = -504905.511974
  nChanged 58
		SP:Iteration 24Q (150478.760000 sec): 3 clusters
  Score: Raw -507669.418889 + Penalty 2740.918104 = -504928.500785
  nChanged 55
		SP:Iteration 25Q (150478.930000 sec): 3 clusters
  Score: Raw -507692.830410 + Penalty 2740.918104 = -504951.912305
  nChanged 49
		SP:Iteration 26Q (150479.130000 sec): 3 clusters
  Score: Raw -507715.082290 + Penalty 2740.918104 = -504974.164185
  nChanged 50
		SP:Iteration 27Q (150479.290000 sec): 3 clusters
  Score: Raw -507735.943122 + Penalty 2740.918104 = -504995.025018
  nChanged 45
		SP:Iteration 28Q (150479.480000 sec): 3 clusters
  Score: Raw -507753.180595 + Penalty 2740.918104 = -505012.262491
  nChanged 46
		SP:Iteration 29Q (150479.670000 sec): 3 clusters
  Score: Raw -507771.716344 + Penalty 2740.918104 = -505030.798239
  nChanged 50
		SP:Iteration 30Q (150479.830000 sec): 3 clusters
  Score: Raw -507789.741866 + Penalty 2740.918104 = -505048.823761
  nChanged 35
		SP:Iteration 31Q (150480.000000 sec): 3 clusters
  Score: Raw -507801.820266 + Penalty 2740.918104 = -505060.902161
  nChanged 36
		SP:Iteration 32Q (150480.180000 sec): 3 clusters
  Score: Raw -507811.705454 + Penalty 2740.918104 = -505070.787349
  nChanged 26
		SP:Iteration 33Q (150480.400000 sec): 3 clusters
  Score: Raw -507819.481109 + Penalty 2740.918104 = -505078.563005
  nChanged 19
		SP:Iteration 34Q (150480.580000 sec): 3 clusters
  Score: Raw -507824.040477 + Penalty 2740.918104 = -505083.122372
  nChanged 20
		SP:Iteration 35Q (150480.770000 sec): 3 clusters
  Score: Raw -507829.201948 + Penalty 2740.918104 = -505088.283843
  nChanged 15
		SP:Iteration 36Q (150480.940000 sec): 3 clusters
  Score: Raw -507832.810363 + Penalty 2740.918104 = -505091.892259
  nChanged 11
		SP:Iteration 37Q (150481.090000 sec): 3 clusters
  Score: Raw -507835.476552 + Penalty 2740.918104 = -505094.558448
  nChanged 8
		SP:Iteration 38Q (150481.280000 sec): 3 clusters
  Score: Raw -507837.371160 + Penalty 2740.918104 = -505096.453055
  nChanged 6
		SP:Iteration 39Q (150481.430000 sec): 3 clusters
  Score: Raw -507838.731854 + Penalty 2740.918104 = -505097.813750
  nChanged 9
		SP:Iteration 40F (150481.620000 sec): 3 clusters
  Score: Raw -507841.920048 + Penalty 2740.918104 = -505101.001943
  nChanged 16
		SP:Iteration 41Q (150481.800000 sec): 3 clusters
  Score: Raw -507846.430452 + Penalty 2740.918104 = -505105.512348
  nChanged 16
		SP:Iteration 42Q (150482.000000 sec): 3 clusters
  Score: Raw -507851.498205 + Penalty 2740.918104 = -505110.580101
  nChanged 20
		SP:Iteration 43Q (150482.180000 sec): 3 clusters
  Score: Raw -507858.108132 + Penalty 2740.918104 = -505117.190027
  nChanged 22
		SP:Iteration 44Q (150482.350000 sec): 3 clusters
  Score: Raw -507864.573918 + Penalty 2740.918104 = -505123.655814
  nChanged 23
		SP:Iteration 45Q (150482.510000 sec): 3 clusters
  Score: Raw -507870.928826 + Penalty 2740.918104 = -505130.010721
  nChanged 23
		SP:Iteration 46Q (150482.660000 sec): 3 clusters
  Score: Raw -507876.704996 + Penalty 2740.918104 = -505135.786892
  nChanged 18
		SP:Iteration 47Q (150482.850000 sec): 3 clusters
  Score: Raw -507881.298987 + Penalty 2740.918104 = -505140.380882
  nChanged 14
		SP:Iteration 48Q (150483.020000 sec): 3 clusters
  Score: Raw -507884.794739 + Penalty 2740.918104 = -505143.876634
  nChanged 11
		SP:Iteration 49Q (150483.160000 sec): 3 clusters
  Score: Raw -507887.899691 + Penalty 2740.918104 = -505146.981587
  nChanged 8
		SP:Iteration 50Q (150483.320000 sec): 3 clusters
  Score: Raw -507889.972591 + Penalty 2740.918104 = -505149.054487
  nChanged 14
		SP:Iteration 51Q (150483.480000 sec): 3 clusters
  Score: Raw -507892.754714 + Penalty 2740.918104 = -505151.836610
  nChanged 10
		SP:Iteration 52Q (150483.600000 sec): 3 clusters
  Score: Raw -507895.140473 + Penalty 2740.918104 = -505154.222368
  nChanged 7
		SP:Iteration 53Q (150483.750000 sec): 3 clusters
  Score: Raw -507896.846214 + Penalty 2740.918104 = -505155.928110
  nChanged 8
		SP:Iteration 54Q (150483.940000 sec): 3 clusters
  Score: Raw -507898.745795 + Penalty 2740.918104 = -505157.827690
  nChanged 7
		SP:Iteration 55Q (150484.140000 sec): 3 clusters
  Score: Raw -507900.701390 + Penalty 2740.918104 = -505159.783285
  nChanged 4
		SP:Iteration 56Q (150484.300000 sec): 3 clusters
  Score: Raw -507901.978459 + Penalty 2740.918104 = -505161.060355
  nChanged 3
		SP:Iteration 57Q (150484.450000 sec): 3 clusters
  Score: Raw -507902.840522 + Penalty 2740.918104 = -505161.922417
  nChanged 2
		SP:Iteration 58Q (150484.650000 sec): 3 clusters
  Score: Raw -507903.326470 + Penalty 2740.918104 = -505162.408366
  nChanged 3
		SP:Iteration 59Q (150484.840000 sec): 3 clusters
  Score: Raw -507904.113092 + Penalty 2740.918104 = -505163.194987
  nChanged 7
		SP:Iteration 60F (150485.000000 sec): 3 clusters
  Score: Raw -507905.335512 + Penalty 2740.918104 = -505164.417408
  nChanged 4
		SP:Iteration 61Q (150485.170000 sec): 3 clusters
  Score: Raw -507906.238088 + Penalty 2740.918104 = -505165.319984
  nChanged 4
		SP:Iteration 62Q (150485.270000 sec): 3 clusters
  Score: Raw -507906.909048 + Penalty 2740.918104 = -505165.990944
  nChanged 2
		SP:Iteration 63Q (150485.480000 sec): 3 clusters
  Score: Raw -507907.335920 + Penalty 2740.918104 = -505166.417815
  nChanged 3
		SP:Iteration 64Q (150485.640000 sec): 3 clusters
  Score: Raw -507907.900592 + Penalty 2740.918104 = -505166.982487
  nChanged 4
		SP:Iteration 65Q (150485.820000 sec): 3 clusters
  Score: Raw -507909.078531 + Penalty 2740.918104 = -505168.160426
  nChanged 6
		SP:Iteration 66Q (150486.000000 sec): 3 clusters
  Score: Raw -507910.764479 + Penalty 2740.918104 = -505169.846375
  nChanged 6
		SP:Iteration 67Q (150486.160000 sec): 3 clusters
  Score: Raw -507912.417943 + Penalty 2740.918104 = -505171.499838
  nChanged 4
		SP:Iteration 68Q (150486.350000 sec): 3 clusters
  Score: Raw -507913.009786 + Penalty 2740.918104 = -505172.091682
  nChanged 5
		SP:Iteration 69Q (150486.540000 sec): 3 clusters
  Score: Raw -507914.152499 + Penalty 2740.918104 = -505173.234395
  nChanged 4
		SP:Iteration 70Q (150486.700000 sec): 3 clusters
  Score: Raw -507915.280508 + Penalty 2740.918104 = -505174.362403
  nChanged 3
		SP:Iteration 71Q (150486.870000 sec): 3 clusters
  Score: Raw -507917.141351 + Penalty 2740.918104 = -505176.223247
  nChanged 5
		SP:Iteration 72Q (150487.080000 sec): 3 clusters
  Score: Raw -507918.326815 + Penalty 2740.918104 = -505177.408711
  nChanged 3
		SP:Iteration 73Q (150487.260000 sec): 3 clusters
  Score: Raw -507919.472276 + Penalty 2740.918104 = -505178.554172
  nChanged 7
		SP:Iteration 74Q (150487.380000 sec): 3 clusters
  Score: Raw -507921.099778 + Penalty 2740.918104 = -505180.181674
  nChanged 7
		SP:Iteration 75Q (150487.540000 sec): 3 clusters
  Score: Raw -507922.567927 + Penalty 2740.918104 = -505181.649822
  nChanged 2
		SP:Iteration 76Q (150487.700000 sec): 3 clusters
  Score: Raw -507922.808232 + Penalty 2740.918104 = -505181.890127
  nChanged 0
		SP:Iteration 77F (150487.870000 sec): 3 clusters
  Score: Raw -507922.808232 + Penalty 2740.918104 = -505181.890127
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150487.950000 sec): 2 clusters
  Score: Raw -326335.345289 + Penalty 1299.401550 = -325035.943739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150488.130000 sec): 3 clusters
  Score: Raw -324910.958957 + Penalty 2598.803100 = -322312.155856
  nChanged 1109
		SP:Iteration 1F (150488.250000 sec): 3 clusters
  Score: Raw -325568.388496 + Penalty 2598.803100 = -322969.585396
  nChanged 256
		SP:Iteration 2F (150488.400000 sec): 3 clusters
  Score: Raw -325728.932965 + Penalty 2598.803100 = -323130.129865
  nChanged 155
		SP:Iteration 3F (150488.570000 sec): 3 clusters
  Score: Raw -325815.651337 + Penalty 2598.803100 = -323216.848236
  nChanged 107
		SP:Iteration 4Q (150488.720000 sec): 3 clusters
  Score: Raw -325866.565594 + Penalty 2598.803100 = -323267.762494
  nChanged 76
		SP:Iteration 5Q (150488.880000 sec): 3 clusters
  Score: Raw -325897.996307 + Penalty 2598.803100 = -323299.193207
  nChanged 54
		SP:Iteration 6Q (150489.010000 sec): 3 clusters
  Score: Raw -325927.166312 + Penalty 2598.803100 = -323328.363212
  nChanged 58
		SP:Iteration 7Q (150489.170000 sec): 3 clusters
  Score: Raw -325956.097940 + Penalty 2598.803100 = -323357.294840
  nChanged 47
		SP:Iteration 8Q (150489.330000 sec): 3 clusters
  Score: Raw -325979.431903 + Penalty 2598.803100 = -323380.628803
  nChanged 41
		SP:Iteration 9Q (150489.490000 sec): 3 clusters
  Score: Raw -325994.458139 + Penalty 2598.803100 = -323395.655038
  nChanged 30
		SP:Iteration 10Q (150489.620000 sec): 3 clusters
  Score: Raw -326004.443245 + Penalty 2598.803100 = -323405.640145
  nChanged 21
		SP:Iteration 11Q (150489.770000 sec): 3 clusters
  Score: Raw -326014.076878 + Penalty 2598.803100 = -323415.273778
  nChanged 20
		SP:Iteration 12Q (150489.910000 sec): 3 clusters
  Score: Raw -326022.503176 + Penalty 2598.803100 = -323423.700076
  nChanged 20
		SP:Iteration 13Q (150490.090000 sec): 3 clusters
  Score: Raw -326030.164851 + Penalty 2598.803100 = -323431.361751
  nChanged 18
		SP:Iteration 14Q (150490.270000 sec): 3 clusters
  Score: Raw -326036.208149 + Penalty 2598.803100 = -323437.405049
  nChanged 16
		SP:Iteration 15Q (150490.410000 sec): 3 clusters
  Score: Raw -326041.515009 + Penalty 2598.803100 = -323442.711909
  nChanged 14
		SP:Iteration 16Q (150490.530000 sec): 3 clusters
  Score: Raw -326046.194856 + Penalty 2598.803100 = -323447.391756
  nChanged 18
		SP:Iteration 17Q (150490.660000 sec): 3 clusters
  Score: Raw -326052.901244 + Penalty 2598.803100 = -323454.098144
  nChanged 11
		SP:Iteration 18Q (150490.830000 sec): 3 clusters
  Score: Raw -326056.545965 + Penalty 2598.803100 = -323457.742865
  nChanged 11
		SP:Iteration 19Q (150490.980000 sec): 3 clusters
  Score: Raw -326059.065996 + Penalty 2598.803100 = -323460.262896
  nChanged 10
		SP:Iteration 20F (150491.130000 sec): 3 clusters
  Score: Raw -326062.599589 + Penalty 2598.803100 = -323463.796488
  nChanged 9
		SP:Iteration 21Q (150491.340000 sec): 3 clusters
  Score: Raw -326065.135490 + Penalty 2598.803100 = -323466.332389
  nChanged 6
		SP:Iteration 22Q (150491.460000 sec): 3 clusters
  Score: Raw -326067.459615 + Penalty 2598.803100 = -323468.656514
  nChanged 9
		SP:Iteration 23Q (150491.580000 sec): 3 clusters
  Score: Raw -326070.241287 + Penalty 2598.803100 = -323471.438187
  nChanged 10
		SP:Iteration 24Q (150491.740000 sec): 3 clusters
  Score: Raw -326074.003589 + Penalty 2598.803100 = -323475.200488
  nChanged 11
		SP:Iteration 25Q (150491.880000 sec): 3 clusters
  Score: Raw -326077.744283 + Penalty 2598.803100 = -323478.941183
  nChanged 8
		SP:Iteration 26Q (150492.040000 sec): 3 clusters
  Score: Raw -326079.577328 + Penalty 2598.803100 = -323480.774228
  nChanged 4
		SP:Iteration 27Q (150492.220000 sec): 3 clusters
  Score: Raw -326080.723979 + Penalty 2598.803100 = -323481.920878
  nChanged 4
		SP:Iteration 28Q (150492.370000 sec): 3 clusters
  Score: Raw -326082.300500 + Penalty 2598.803100 = -323483.497400
  nChanged 4
		SP:Iteration 29Q (150492.520000 sec): 3 clusters
  Score: Raw -326083.140397 + Penalty 2598.803100 = -323484.337296
  nChanged 5
		SP:Iteration 30Q (150492.690000 sec): 3 clusters
  Score: Raw -326084.675489 + Penalty 2598.803100 = -323485.872389
  nChanged 8
		SP:Iteration 31Q (150492.820000 sec): 3 clusters
  Score: Raw -326086.780501 + Penalty 2598.803100 = -323487.977401
  nChanged 4
		SP:Iteration 32Q (150492.950000 sec): 3 clusters
  Score: Raw -326087.490013 + Penalty 2598.803100 = -323488.686912
  nChanged 6
		SP:Iteration 33Q (150493.130000 sec): 3 clusters
  Score: Raw -326088.663659 + Penalty 2598.803100 = -323489.860558
  nChanged 4
		SP:Iteration 34Q (150493.290000 sec): 3 clusters
  Score: Raw -326089.903802 + Penalty 2598.803100 = -323491.100702
  nChanged 5
		SP:Iteration 35Q (150493.410000 sec): 3 clusters
  Score: Raw -326090.791567 + Penalty 2598.803100 = -323491.988467
  nChanged 1
		SP:Iteration 36Q (150493.520000 sec): 3 clusters
  Score: Raw -326090.889410 + Penalty 2598.803100 = -323492.086309
  nChanged 3
		SP:Iteration 37Q (150493.710000 sec): 3 clusters
  Score: Raw -326091.689583 + Penalty 2598.803100 = -323492.886483
  nChanged 2
		SP:Iteration 38Q (150493.850000 sec): 3 clusters
  Score: Raw -326091.999456 + Penalty 2598.803100 = -323493.196356
  nChanged 2
		SP:Iteration 39Q (150494.000000 sec): 3 clusters
  Score: Raw -326093.287371 + Penalty 2598.803100 = -323494.484271
  nChanged 4
		SP:Iteration 40F (150494.180000 sec): 3 clusters
  Score: Raw -326095.049961 + Penalty 2598.803100 = -323496.246861
  nChanged 2
		SP:Iteration 41Q (150494.330000 sec): 3 clusters
  Score: Raw -326095.445129 + Penalty 2598.803100 = -323496.642029
  nChanged 1
		SP:Iteration 42Q (150494.500000 sec): 3 clusters
  Score: Raw -326095.807814 + Penalty 2598.803100 = -323497.004714
  nChanged 0
		SP:Iteration 43F (150494.660000 sec): 3 clusters
  Score: Raw -326095.807814 + Penalty 2598.803100 = -323497.004714
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150494.890000 sec): 2 clusters
  Score: Raw -2180788.871264 + Penalty 1607.839407 = -2179181.031857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150495.150000 sec): 3 clusters
  Score: Raw -2168805.325991 + Penalty 3215.678815 = -2165589.647176
  nChanged 8957
		SP:Iteration 1F (150495.410000 sec): 3 clusters
  Score: Raw -2173682.012103 + Penalty 3215.678815 = -2170466.333288
  nChanged 911
		SP:Iteration 2Q (150495.660000 sec): 3 clusters
  Score: Raw -2174024.784706 + Penalty 3215.678815 = -2170809.105892
  nChanged 931
		SP:Iteration 3Q (150495.970000 sec): 3 clusters
  Score: Raw -2174460.346487 + Penalty 3215.678815 = -2171244.667673
  nChanged 1032
		SP:Iteration 4F (150496.210000 sec): 3 clusters
  Score: Raw -2175104.805004 + Penalty 3215.678815 = -2171889.126189
  nChanged 1265
		SP:Iteration 5F (150496.510000 sec): 3 clusters
  Score: Raw -2175974.487205 + Penalty 3215.678815 = -2172758.808390
  nChanged 1468
		SP:Iteration 6F (150496.810000 sec): 3 clusters
  Score: Raw -2177167.476907 + Penalty 3215.678815 = -2173951.798092
  nChanged 1576
		SP:Iteration 7F (150497.070000 sec): 3 clusters
  Score: Raw -2178598.126797 + Penalty 3215.678815 = -2175382.447982
  nChanged 1465
		SP:Iteration 8F (150497.320000 sec): 3 clusters
  Score: Raw -2179994.937201 + Penalty 3215.678815 = -2176779.258386
  nChanged 1115
		SP:Iteration 9F (150497.590000 sec): 3 clusters
  Score: Raw -2181058.689249 + Penalty 3215.678815 = -2177843.010434
  nChanged 675
		SP:Iteration 10Q (150497.850000 sec): 3 clusters
  Score: Raw -2181533.047699 + Penalty 3215.678815 = -2178317.368884
  nChanged 320
		SP:Iteration 11Q (150498.120000 sec): 3 clusters
  Score: Raw -2181666.694407 + Penalty 3215.678815 = -2178451.015592
  nChanged 201
		SP:Iteration 12Q (150498.330000 sec): 3 clusters
  Score: Raw -2181727.647674 + Penalty 3215.678815 = -2178511.968859
  nChanged 141
		SP:Iteration 13Q (150498.630000 sec): 3 clusters
  Score: Raw -2181757.521963 + Penalty 3215.678815 = -2178541.843148
  nChanged 99
		SP:Iteration 14Q (150498.930000 sec): 3 clusters
  Score: Raw -2181777.620001 + Penalty 3215.678815 = -2178561.941186
  nChanged 81
		SP:Iteration 15Q (150499.200000 sec): 3 clusters
  Score: Raw -2181792.114301 + Penalty 3215.678815 = -2178576.435487
  nChanged 71
		SP:Iteration 16Q (150499.450000 sec): 3 clusters
  Score: Raw -2181803.464115 + Penalty 3215.678815 = -2178587.785300
  nChanged 50
		SP:Iteration 17Q (150499.680000 sec): 3 clusters
  Score: Raw -2181810.548059 + Penalty 3215.678815 = -2178594.869244
  nChanged 46
		SP:Iteration 18Q (150499.940000 sec): 3 clusters
  Score: Raw -2181815.576372 + Penalty 3215.678815 = -2178599.897558
  nChanged 38
		SP:Iteration 19Q (150500.260000 sec): 3 clusters
  Score: Raw -2181819.208979 + Penalty 3215.678815 = -2178603.530164
  nChanged 28
		SP:Iteration 20F (150500.460000 sec): 3 clusters
  Score: Raw -2181821.848060 + Penalty 3215.678815 = -2178606.169246
  nChanged 18
		SP:Iteration 21Q (150500.720000 sec): 3 clusters
  Score: Raw -2181823.356229 + Penalty 3215.678815 = -2178607.677415
  nChanged 14
		SP:Iteration 22Q (150501.000000 sec): 3 clusters
  Score: Raw -2181825.007234 + Penalty 3215.678815 = -2178609.328420
  nChanged 15
		SP:Iteration 23Q (150501.260000 sec): 3 clusters
  Score: Raw -2181826.840321 + Penalty 3215.678815 = -2178611.161506
  nChanged 18
		SP:Iteration 24Q (150501.510000 sec): 3 clusters
  Score: Raw -2181828.900606 + Penalty 3215.678815 = -2178613.221791
  nChanged 18
		SP:Iteration 25Q (150501.740000 sec): 3 clusters
  Score: Raw -2181831.161240 + Penalty 3215.678815 = -2178615.482425
  nChanged 23
		SP:Iteration 26Q (150502.000000 sec): 3 clusters
  Score: Raw -2181833.658273 + Penalty 3215.678815 = -2178617.979458
  nChanged 21
		SP:Iteration 27Q (150502.250000 sec): 3 clusters
  Score: Raw -2181835.910073 + Penalty 3215.678815 = -2178620.231258
  nChanged 17
		SP:Iteration 28Q (150502.500000 sec): 3 clusters
  Score: Raw -2181837.491692 + Penalty 3215.678815 = -2178621.812877
  nChanged 13
		SP:Iteration 29Q (150502.710000 sec): 3 clusters
  Score: Raw -2181838.446316 + Penalty 3215.678815 = -2178622.767502
  nChanged 10
		SP:Iteration 30Q (150502.970000 sec): 3 clusters
  Score: Raw -2181839.210074 + Penalty 3215.678815 = -2178623.531260
  nChanged 15
		SP:Iteration 31Q (150503.220000 sec): 3 clusters
  Score: Raw -2181840.225710 + Penalty 3215.678815 = -2178624.546896
  nChanged 10
		SP:Iteration 32Q (150503.480000 sec): 3 clusters
  Score: Raw -2181841.135363 + Penalty 3215.678815 = -2178625.456548
  nChanged 7
		SP:Iteration 33Q (150503.730000 sec): 3 clusters
  Score: Raw -2181841.837232 + Penalty 3215.678815 = -2178626.158417
  nChanged 11
		SP:Iteration 34Q (150504.000000 sec): 3 clusters
  Score: Raw -2181842.972382 + Penalty 3215.678815 = -2178627.293568
  nChanged 9
		SP:Iteration 35Q (150504.260000 sec): 3 clusters
  Score: Raw -2181843.950579 + Penalty 3215.678815 = -2178628.271764
  nChanged 9
		SP:Iteration 36Q (150504.470000 sec): 3 clusters
  Score: Raw -2181844.705291 + Penalty 3215.678815 = -2178629.026476
  nChanged 3
		SP:Iteration 37Q (150504.750000 sec): 3 clusters
  Score: Raw -2181844.897823 + Penalty 3215.678815 = -2178629.219008
  nChanged 4
		SP:Iteration 38Q (150505.070000 sec): 3 clusters
  Score: Raw -2181845.277994 + Penalty 3215.678815 = -2178629.599179
  nChanged 4
		SP:Iteration 39Q (150505.320000 sec): 3 clusters
  Score: Raw -2181845.566959 + Penalty 3215.678815 = -2178629.888145
  nChanged 4
		SP:Iteration 40F (150505.620000 sec): 3 clusters
  Score: Raw -2181845.883750 + Penalty 3215.678815 = -2178630.204936
  nChanged 6
		SP:Iteration 41Q (150505.830000 sec): 3 clusters
  Score: Raw -2181846.393170 + Penalty 3215.678815 = -2178630.714356
  nChanged 4
		SP:Iteration 42Q (150506.140000 sec): 3 clusters
  Score: Raw -2181846.877415 + Penalty 3215.678815 = -2178631.198600
  nChanged 5
		SP:Iteration 43Q (150506.360000 sec): 3 clusters
  Score: Raw -2181847.198460 + Penalty 3215.678815 = -2178631.519645
  nChanged 3
		SP:Iteration 44Q (150506.630000 sec): 3 clusters
  Score: Raw -2181847.313949 + Penalty 3215.678815 = -2178631.635134
  nChanged 2
		SP:Iteration 45Q (150506.880000 sec): 3 clusters
  Score: Raw -2181847.468085 + Penalty 3215.678815 = -2178631.789271
  nChanged 1
		SP:Iteration 46Q (150507.180000 sec): 3 clusters
  Score: Raw -2181847.559898 + Penalty 3215.678815 = -2178631.881084
  nChanged 5
		SP:Iteration 47Q (150507.470000 sec): 3 clusters
  Score: Raw -2181847.983083 + Penalty 3215.678815 = -2178632.304269
  nChanged 2
		SP:Iteration 48Q (150507.730000 sec): 3 clusters
  Score: Raw -2181848.115012 + Penalty 3215.678815 = -2178632.436198
  nChanged 2
		SP:Iteration 49Q (150508.030000 sec): 3 clusters
  Score: Raw -2181848.139213 + Penalty 3215.678815 = -2178632.460399
  nChanged 1
		SP:Iteration 50Q (150508.290000 sec): 3 clusters
  Score: Raw -2181848.248296 + Penalty 3215.678815 = -2178632.569481
  nChanged 0
		SP:Iteration 51F (150508.550000 sec): 3 clusters
  Score: Raw -2181848.248296 + Penalty 3215.678815 = -2178632.569481
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150508.690000 sec): 2 clusters
  Score: Raw -477336.506759 + Penalty 1363.307898 = -475973.198860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150508.870000 sec): 3 clusters
  Score: Raw -475091.500840 + Penalty 2726.615797 = -472364.885043
  nChanged 1771
		SP:Iteration 1F (150508.990000 sec): 3 clusters
  Score: Raw -476111.702858 + Penalty 2726.615797 = -473385.087062
  nChanged 388
		SP:Iteration 2F (150509.120000 sec): 3 clusters
  Score: Raw -476452.524517 + Penalty 2726.615797 = -473725.908720
  nChanged 376
		SP:Iteration 3F (150509.260000 sec): 3 clusters
  Score: Raw -476786.011882 + Penalty 2726.615797 = -474059.396086
  nChanged 329
		SP:Iteration 4F (150509.390000 sec): 3 clusters
  Score: Raw -477079.516694 + Penalty 2726.615797 = -474352.900897
  nChanged 286
		SP:Iteration 5F (150509.570000 sec): 3 clusters
  Score: Raw -477322.825002 + Penalty 2726.615797 = -474596.209205
  nChanged 232
		SP:Iteration 6F (150509.730000 sec): 3 clusters
  Score: Raw -477508.411266 + Penalty 2726.615797 = -474781.795469
  nChanged 160
		SP:Iteration 7Q (150509.920000 sec): 3 clusters
  Score: Raw -477623.166958 + Penalty 2726.615797 = -474896.551162
  nChanged 119
		SP:Iteration 8Q (150510.080000 sec): 3 clusters
  Score: Raw -477700.879127 + Penalty 2726.615797 = -474974.263330
  nChanged 99
		SP:Iteration 9Q (150510.230000 sec): 3 clusters
  Score: Raw -477763.112207 + Penalty 2726.615797 = -475036.496410
  nChanged 84
		SP:Iteration 10Q (150510.440000 sec): 3 clusters
  Score: Raw -477804.686587 + Penalty 2726.615797 = -475078.070790
  nChanged 61
		SP:Iteration 11Q (150510.590000 sec): 3 clusters
  Score: Raw -477839.159542 + Penalty 2726.615797 = -475112.543746
  nChanged 51
		SP:Iteration 12Q (150510.750000 sec): 3 clusters
  Score: Raw -477866.203885 + Penalty 2726.615797 = -475139.588088
  nChanged 38
		SP:Iteration 13Q (150510.980000 sec): 3 clusters
  Score: Raw -477885.610733 + Penalty 2726.615797 = -475158.994936
  nChanged 25
		SP:Iteration 14Q (150511.160000 sec): 3 clusters
  Score: Raw -477897.801707 + Penalty 2726.615797 = -475171.185910
  nChanged 16
		SP:Iteration 15Q (150511.300000 sec): 3 clusters
  Score: Raw -477906.217375 + Penalty 2726.615797 = -475179.601579
  nChanged 20
		SP:Iteration 16Q (150511.490000 sec): 3 clusters
  Score: Raw -477916.724644 + Penalty 2726.615797 = -475190.108848
  nChanged 21
		SP:Iteration 17Q (150511.630000 sec): 3 clusters
  Score: Raw -477926.318206 + Penalty 2726.615797 = -475199.702409
  nChanged 18
		SP:Iteration 18Q (150511.780000 sec): 3 clusters
  Score: Raw -477933.408171 + Penalty 2726.615797 = -475206.792375
  nChanged 18
		SP:Iteration 19Q (150511.930000 sec): 3 clusters
  Score: Raw -477940.607283 + Penalty 2726.615797 = -475213.991487
  nChanged 21
		SP:Iteration 20F (150512.100000 sec): 3 clusters
  Score: Raw -477946.975408 + Penalty 2726.615797 = -475220.359611
  nChanged 12
		SP:Iteration 21Q (150512.280000 sec): 3 clusters
  Score: Raw -477950.415430 + Penalty 2726.615797 = -475223.799633
  nChanged 8
		SP:Iteration 22Q (150512.460000 sec): 3 clusters
  Score: Raw -477953.849604 + Penalty 2726.615797 = -475227.233807
  nChanged 7
		SP:Iteration 23Q (150512.610000 sec): 3 clusters
  Score: Raw -477955.668426 + Penalty 2726.615797 = -475229.052630
  nChanged 4
		SP:Iteration 24Q (150512.730000 sec): 3 clusters
  Score: Raw -477956.348989 + Penalty 2726.615797 = -475229.733192
  nChanged 0
		SP:Iteration 25F (150512.920000 sec): 3 clusters
  Score: Raw -477956.348989 + Penalty 2726.615797 = -475229.733192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150513.070000 sec): 2 clusters
  Score: Raw -993888.872310 + Penalty 1481.068859 = -992407.803451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150513.240000 sec): 3 clusters
  Score: Raw -988797.508118 + Penalty 2962.137719 = -985835.370400
  nChanged 3953
		SP:Iteration 1F (150513.420000 sec): 3 clusters
  Score: Raw -990938.759428 + Penalty 2962.137719 = -987976.621710
  nChanged 580
		SP:Iteration 2F (150513.660000 sec): 3 clusters
  Score: Raw -991233.085576 + Penalty 2962.137719 = -988270.947858
  nChanged 500
		SP:Iteration 3F (150513.800000 sec): 3 clusters
  Score: Raw -991495.131465 + Penalty 2962.137719 = -988532.993747
  nChanged 452
		SP:Iteration 4Q (150514.010000 sec): 3 clusters
  Score: Raw -991728.965820 + Penalty 2962.137719 = -988766.828102
  nChanged 413
		SP:Iteration 5Q (150514.230000 sec): 3 clusters
  Score: Raw -991954.967402 + Penalty 2962.137719 = -988992.829683
  nChanged 400
		SP:Iteration 6Q (150514.420000 sec): 3 clusters
  Score: Raw -992193.631242 + Penalty 2962.137719 = -989231.493524
  nChanged 395
		SP:Iteration 7Q (150514.620000 sec): 3 clusters
  Score: Raw -992456.327250 + Penalty 2962.137719 = -989494.189531
  nChanged 426
		SP:Iteration 8Q (150514.830000 sec): 3 clusters
  Score: Raw -992746.983069 + Penalty 2962.137719 = -989784.845350
  nChanged 360
		SP:Iteration 9Q (150515.030000 sec): 3 clusters
  Score: Raw -993014.455914 + Penalty 2962.137719 = -990052.318196
  nChanged 371
		SP:Iteration 10Q (150515.250000 sec): 3 clusters
  Score: Raw -993255.699253 + Penalty 2962.137719 = -990293.561534
  nChanged 310
		SP:Iteration 11Q (150515.480000 sec): 3 clusters
  Score: Raw -993415.294646 + Penalty 2962.137719 = -990453.156928
  nChanged 226
		SP:Iteration 12Q (150515.690000 sec): 3 clusters
  Score: Raw -993507.054947 + Penalty 2962.137719 = -990544.917229
  nChanged 166
		SP:Iteration 13Q (150515.890000 sec): 3 clusters
  Score: Raw -993569.758033 + Penalty 2962.137719 = -990607.620314
  nChanged 120
		SP:Iteration 14Q (150516.050000 sec): 3 clusters
  Score: Raw -993610.823591 + Penalty 2962.137719 = -990648.685872
  nChanged 100
		SP:Iteration 15Q (150516.250000 sec): 3 clusters
  Score: Raw -993639.239637 + Penalty 2962.137719 = -990677.101918
  nChanged 87
		SP:Iteration 16Q (150516.430000 sec): 3 clusters
  Score: Raw -993662.253837 + Penalty 2962.137719 = -990700.116118
  nChanged 71
		SP:Iteration 17Q (150516.630000 sec): 3 clusters
  Score: Raw -993680.696949 + Penalty 2962.137719 = -990718.559231
  nChanged 57
		SP:Iteration 18Q (150516.830000 sec): 3 clusters
  Score: Raw -993695.093182 + Penalty 2962.137719 = -990732.955463
  nChanged 62
		SP:Iteration 19Q (150517.030000 sec): 3 clusters
  Score: Raw -993714.117789 + Penalty 2962.137719 = -990751.980071
  nChanged 62
		SP:Iteration 20F (150517.230000 sec): 3 clusters
  Score: Raw -993729.162920 + Penalty 2962.137719 = -990767.025201
  nChanged 49
		SP:Iteration 21Q (150517.430000 sec): 3 clusters
  Score: Raw -993740.326108 + Penalty 2962.137719 = -990778.188390
  nChanged 40
		SP:Iteration 22Q (150517.640000 sec): 3 clusters
  Score: Raw -993751.073249 + Penalty 2962.137719 = -990788.935531
  nChanged 52
		SP:Iteration 23Q (150517.830000 sec): 3 clusters
  Score: Raw -993766.849637 + Penalty 2962.137719 = -990804.711918
  nChanged 51
		SP:Iteration 24Q (150518.060000 sec): 3 clusters
  Score: Raw -993780.453067 + Penalty 2962.137719 = -990818.315348
  nChanged 55
		SP:Iteration 25Q (150518.250000 sec): 3 clusters
  Score: Raw -993798.748869 + Penalty 2962.137719 = -990836.611151
  nChanged 52
		SP:Iteration 26Q (150518.460000 sec): 3 clusters
  Score: Raw -993814.511526 + Penalty 2962.137719 = -990852.373808
  nChanged 58
		SP:Iteration 27Q (150518.660000 sec): 3 clusters
  Score: Raw -993834.126773 + Penalty 2962.137719 = -990871.989054
  nChanged 74
		SP:Iteration 28Q (150518.870000 sec): 3 clusters
  Score: Raw -993865.163603 + Penalty 2962.137719 = -990903.025885
  nChanged 100
		SP:Iteration 29Q (150519.060000 sec): 3 clusters
  Score: Raw -993915.352648 + Penalty 2962.137719 = -990953.214930
  nChanged 84
		SP:Iteration 30Q (150519.260000 sec): 3 clusters
  Score: Raw -993957.923361 + Penalty 2962.137719 = -990995.785642
  nChanged 93
		SP:Iteration 31Q (150519.480000 sec): 3 clusters
  Score: Raw -994017.185198 + Penalty 2962.137719 = -991055.047479
  nChanged 119
		SP:Iteration 32Q (150519.660000 sec): 3 clusters
  Score: Raw -994120.827268 + Penalty 2962.137719 = -991158.689549
  nChanged 137
		SP:Iteration 33Q (150519.840000 sec): 3 clusters
  Score: Raw -994290.310844 + Penalty 2962.137719 = -991328.173125
  nChanged 165
		SP:Iteration 34Q (150520.040000 sec): 3 clusters
  Score: Raw -994510.233411 + Penalty 2962.137719 = -991548.095693
  nChanged 170
		SP:Iteration 35Q (150520.200000 sec): 3 clusters
  Score: Raw -994687.581993 + Penalty 2962.137719 = -991725.444274
  nChanged 108
		SP:Iteration 36Q (150520.420000 sec): 3 clusters
  Score: Raw -994750.071341 + Penalty 2962.137719 = -991787.933622
  nChanged 79
		SP:Iteration 37Q (150520.610000 sec): 3 clusters
  Score: Raw -994786.569336 + Penalty 2962.137719 = -991824.431617
  nChanged 66
		SP:Iteration 38Q (150520.800000 sec): 3 clusters
  Score: Raw -994813.831971 + Penalty 2962.137719 = -991851.694252
  nChanged 45
		SP:Iteration 39Q (150521.010000 sec): 3 clusters
  Score: Raw -994827.237509 + Penalty 2962.137719 = -991865.099790
  nChanged 28
		SP:Iteration 40F (150521.190000 sec): 3 clusters
  Score: Raw -994835.228039 + Penalty 2962.137719 = -991873.090320
  nChanged 26
		SP:Iteration 41Q (150521.380000 sec): 3 clusters
  Score: Raw -994842.418533 + Penalty 2962.137719 = -991880.280815
  nChanged 16
		SP:Iteration 42Q (150521.560000 sec): 3 clusters
  Score: Raw -994846.875027 + Penalty 2962.137719 = -991884.737308
  nChanged 15
		SP:Iteration 43Q (150521.740000 sec): 3 clusters
  Score: Raw -994849.720514 + Penalty 2962.137719 = -991887.582796
  nChanged 9
		SP:Iteration 44Q (150521.920000 sec): 3 clusters
  Score: Raw -994851.705964 + Penalty 2962.137719 = -991889.568245
  nChanged 7
		SP:Iteration 45Q (150522.100000 sec): 3 clusters
  Score: Raw -994853.026979 + Penalty 2962.137719 = -991890.889261
  nChanged 5
		SP:Iteration 46Q (150522.310000 sec): 3 clusters
  Score: Raw -994853.711446 + Penalty 2962.137719 = -991891.573727
  nChanged 1
		SP:Iteration 47Q (150522.530000 sec): 3 clusters
  Score: Raw -994853.902129 + Penalty 2962.137719 = -991891.764410
  nChanged 1
		SP:Iteration 48Q (150522.720000 sec): 3 clusters
  Score: Raw -994854.096455 + Penalty 2962.137719 = -991891.958737
  nChanged 1
		SP:Iteration 49Q (150522.900000 sec): 3 clusters
  Score: Raw -994854.359944 + Penalty 2962.137719 = -991892.222226
  nChanged 2
		SP:Iteration 50Q (150523.090000 sec): 3 clusters
  Score: Raw -994854.812268 + Penalty 2962.137719 = -991892.674550
  nChanged 4
		SP:Iteration 51Q (150523.260000 sec): 3 clusters
  Score: Raw -994855.467209 + Penalty 2962.137719 = -991893.329490
  nChanged 4
		SP:Iteration 52Q (150523.480000 sec): 3 clusters
  Score: Raw -994856.163490 + Penalty 2962.137719 = -991894.025771
  nChanged 1
		SP:Iteration 53Q (150523.700000 sec): 3 clusters
  Score: Raw -994856.245787 + Penalty 2962.137719 = -991894.108068
  nChanged 1
		SP:Iteration 54Q (150523.920000 sec): 3 clusters
  Score: Raw -994856.501675 + Penalty 2962.137719 = -991894.363956
  nChanged 1
		SP:Iteration 55Q (150524.130000 sec): 3 clusters
  Score: Raw -994856.616390 + Penalty 2962.137719 = -991894.478672
  nChanged 0
		SP:Iteration 56F (150524.310000 sec): 3 clusters
  Score: Raw -994856.616390 + Penalty 2962.137719 = -991894.478672
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (11980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150524.450000 sec): 2 clusters
  Score: Raw -1203873.130777 + Penalty 1526.036504 = -1202347.094273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150524.670000 sec): 3 clusters
  Score: Raw -1196993.773726 + Penalty 3052.073008 = -1193941.700718
  nChanged 5222
		SP:Iteration 1F (150524.940000 sec): 3 clusters
  Score: Raw -1200205.339846 + Penalty 3052.073008 = -1197153.266838
  nChanged 853
		SP:Iteration 2F (150525.150000 sec): 3 clusters
  Score: Raw -1200752.514356 + Penalty 3052.073008 = -1197700.441347
  nChanged 798
		SP:Iteration 3F (150525.340000 sec): 3 clusters
  Score: Raw -1201247.996258 + Penalty 3052.073008 = -1198195.923250
  nChanged 709
		SP:Iteration 4F (150525.590000 sec): 3 clusters
  Score: Raw -1201685.028855 + Penalty 3052.073008 = -1198632.955847
  nChanged 638
		SP:Iteration 5F (150525.810000 sec): 3 clusters
  Score: Raw -1202069.194916 + Penalty 3052.073008 = -1199017.121908
  nChanged 567
		SP:Iteration 6Q (150525.970000 sec): 3 clusters
  Score: Raw -1202414.511052 + Penalty 3052.073008 = -1199362.438044
  nChanged 540
		SP:Iteration 7Q (150526.210000 sec): 3 clusters
  Score: Raw -1202731.255850 + Penalty 3052.073008 = -1199679.182841
  nChanged 445
		SP:Iteration 8Q (150526.430000 sec): 3 clusters
  Score: Raw -1202959.839911 + Penalty 3052.073008 = -1199907.766902
  nChanged 345
		SP:Iteration 9Q (150526.670000 sec): 3 clusters
  Score: Raw -1203135.084118 + Penalty 3052.073008 = -1200083.011110
  nChanged 297
		SP:Iteration 10Q (150526.930000 sec): 3 clusters
  Score: Raw -1203261.431144 + Penalty 3052.073008 = -1200209.358136
  nChanged 255
		SP:Iteration 11Q (150527.190000 sec): 3 clusters
  Score: Raw -1203355.018863 + Penalty 3052.073008 = -1200302.945855
  nChanged 189
		SP:Iteration 12Q (150527.350000 sec): 3 clusters
  Score: Raw -1203423.557619 + Penalty 3052.073008 = -1200371.484611
  nChanged 176
		SP:Iteration 13Q (150527.610000 sec): 3 clusters
  Score: Raw -1203489.279303 + Penalty 3052.073008 = -1200437.206295
  nChanged 164
		SP:Iteration 14Q (150527.860000 sec): 3 clusters
  Score: Raw -1203544.681637 + Penalty 3052.073008 = -1200492.608629
  nChanged 144
		SP:Iteration 15Q (150528.060000 sec): 3 clusters
  Score: Raw -1203590.190114 + Penalty 3052.073008 = -1200538.117106
  nChanged 132
		SP:Iteration 16Q (150528.270000 sec): 3 clusters
  Score: Raw -1203631.823363 + Penalty 3052.073008 = -1200579.750355
  nChanged 123
		SP:Iteration 17Q (150528.510000 sec): 3 clusters
  Score: Raw -1203667.412490 + Penalty 3052.073008 = -1200615.339482
  nChanged 110
		SP:Iteration 18Q (150528.740000 sec): 3 clusters
  Score: Raw -1203697.159185 + Penalty 3052.073008 = -1200645.086176
  nChanged 95
		SP:Iteration 19Q (150528.940000 sec): 3 clusters
  Score: Raw -1203718.832018 + Penalty 3052.073008 = -1200666.759010
  nChanged 88
		SP:Iteration 20F (150529.160000 sec): 3 clusters
  Score: Raw -1203739.737254 + Penalty 3052.073008 = -1200687.664246
  nChanged 90
		SP:Iteration 21Q (150529.390000 sec): 3 clusters
  Score: Raw -1203763.415992 + Penalty 3052.073008 = -1200711.342983
  nChanged 86
		SP:Iteration 22Q (150529.580000 sec): 3 clusters
  Score: Raw -1203793.968215 + Penalty 3052.073008 = -1200741.895207
  nChanged 99
		SP:Iteration 23Q (150529.830000 sec): 3 clusters
  Score: Raw -1203825.341222 + Penalty 3052.073008 = -1200773.268213
  nChanged 96
		SP:Iteration 24Q (150530.050000 sec): 3 clusters
  Score: Raw -1203853.737008 + Penalty 3052.073008 = -1200801.664000
  nChanged 104
		SP:Iteration 25Q (150530.250000 sec): 3 clusters
  Score: Raw -1203886.960608 + Penalty 3052.073008 = -1200834.887600
  nChanged 111
		SP:Iteration 26Q (150530.480000 sec): 3 clusters
  Score: Raw -1203928.619815 + Penalty 3052.073008 = -1200876.546807
  nChanged 128
		SP:Iteration 27Q (150530.700000 sec): 3 clusters
  Score: Raw -1203970.239310 + Penalty 3052.073008 = -1200918.166302
  nChanged 111
		SP:Iteration 28Q (150530.910000 sec): 3 clusters
  Score: Raw -1204007.949302 + Penalty 3052.073008 = -1200955.876294
  nChanged 101
		SP:Iteration 29Q (150531.120000 sec): 3 clusters
  Score: Raw -1204040.957224 + Penalty 3052.073008 = -1200988.884216
  nChanged 98
		SP:Iteration 30Q (150531.350000 sec): 3 clusters
  Score: Raw -1204075.294322 + Penalty 3052.073008 = -1201023.221314
  nChanged 85
		SP:Iteration 31Q (150531.540000 sec): 3 clusters
  Score: Raw -1204102.080207 + Penalty 3052.073008 = -1201050.007199
  nChanged 72
		SP:Iteration 32Q (150531.740000 sec): 3 clusters
  Score: Raw -1204120.597112 + Penalty 3052.073008 = -1201068.524104
  nChanged 52
		SP:Iteration 33Q (150531.980000 sec): 3 clusters
  Score: Raw -1204132.448057 + Penalty 3052.073008 = -1201080.375049
  nChanged 54
		SP:Iteration 34Q (150532.190000 sec): 3 clusters
  Score: Raw -1204146.112777 + Penalty 3052.073008 = -1201094.039768
  nChanged 64
		SP:Iteration 35Q (150532.380000 sec): 3 clusters
  Score: Raw -1204161.977477 + Penalty 3052.073008 = -1201109.904468
  nChanged 51
		SP:Iteration 36Q (150532.580000 sec): 3 clusters
  Score: Raw -1204173.821128 + Penalty 3052.073008 = -1201121.748120
  nChanged 43
		SP:Iteration 37Q (150532.790000 sec): 3 clusters
  Score: Raw -1204185.332304 + Penalty 3052.073008 = -1201133.259296
  nChanged 41
		SP:Iteration 38Q (150533.000000 sec): 3 clusters
  Score: Raw -1204196.181449 + Penalty 3052.073008 = -1201144.108441
  nChanged 32
		SP:Iteration 39Q (150533.220000 sec): 3 clusters
  Score: Raw -1204205.039108 + Penalty 3052.073008 = -1201152.966100
  nChanged 40
		SP:Iteration 40F (150533.420000 sec): 3 clusters
  Score: Raw -1204218.227787 + Penalty 3052.073008 = -1201166.154779
  nChanged 34
		SP:Iteration 41Q (150533.670000 sec): 3 clusters
  Score: Raw -1204226.825610 + Penalty 3052.073008 = -1201174.752602
  nChanged 33
		SP:Iteration 42Q (150533.860000 sec): 3 clusters
  Score: Raw -1204237.229050 + Penalty 3052.073008 = -1201185.156041
  nChanged 30
		SP:Iteration 43Q (150534.040000 sec): 3 clusters
  Score: Raw -1204245.427469 + Penalty 3052.073008 = -1201193.354461
  nChanged 25
		SP:Iteration 44Q (150534.280000 sec): 3 clusters
  Score: Raw -1204250.957037 + Penalty 3052.073008 = -1201198.884029
  nChanged 23
		SP:Iteration 45Q (150534.500000 sec): 3 clusters
  Score: Raw -1204257.385287 + Penalty 3052.073008 = -1201205.312279
  nChanged 17
		SP:Iteration 46Q (150534.720000 sec): 3 clusters
  Score: Raw -1204260.687750 + Penalty 3052.073008 = -1201208.614742
  nChanged 10
		SP:Iteration 47Q (150534.940000 sec): 3 clusters
  Score: Raw -1204263.631692 + Penalty 3052.073008 = -1201211.558683
  nChanged 15
		SP:Iteration 48Q (150535.150000 sec): 3 clusters
  Score: Raw -1204267.055584 + Penalty 3052.073008 = -1201214.982576
  nChanged 10
		SP:Iteration 49Q (150535.330000 sec): 3 clusters
  Score: Raw -1204269.248292 + Penalty 3052.073008 = -1201217.175283
  nChanged 15
		SP:Iteration 50Q (150535.570000 sec): 3 clusters
  Score: Raw -1204272.079890 + Penalty 3052.073008 = -1201220.006882
  nChanged 11
		SP:Iteration 51Q (150535.800000 sec): 3 clusters
  Score: Raw -1204275.218977 + Penalty 3052.073008 = -1201223.145969
  nChanged 15
		SP:Iteration 52Q (150535.990000 sec): 3 clusters
  Score: Raw -1204278.257284 + Penalty 3052.073008 = -1201226.184276
  nChanged 10
		SP:Iteration 53Q (150536.210000 sec): 3 clusters
  Score: Raw -1204281.182724 + Penalty 3052.073008 = -1201229.109715
  nChanged 14
		SP:Iteration 54Q (150536.420000 sec): 3 clusters
  Score: Raw -1204285.123882 + Penalty 3052.073008 = -1201233.050873
  nChanged 12
		SP:Iteration 55Q (150536.640000 sec): 3 clusters
  Score: Raw -1204288.442175 + Penalty 3052.073008 = -1201236.369167
  nChanged 11
		SP:Iteration 56Q (150536.890000 sec): 3 clusters
  Score: Raw -1204291.763244 + Penalty 3052.073008 = -1201239.690235
  nChanged 13
		SP:Iteration 57Q (150537.070000 sec): 3 clusters
  Score: Raw -1204295.314562 + Penalty 3052.073008 = -1201243.241554
  nChanged 13
		SP:Iteration 58Q (150537.290000 sec): 3 clusters
  Score: Raw -1204299.114975 + Penalty 3052.073008 = -1201247.041967
  nChanged 17
		SP:Iteration 59Q (150537.490000 sec): 3 clusters
  Score: Raw -1204303.088959 + Penalty 3052.073008 = -1201251.015951
  nChanged 16
		SP:Iteration 60F (150537.670000 sec): 3 clusters
  Score: Raw -1204307.456335 + Penalty 3052.073008 = -1201255.383327
  nChanged 19
		SP:Iteration 61Q (150537.920000 sec): 3 clusters
  Score: Raw -1204312.170870 + Penalty 3052.073008 = -1201260.097861
  nChanged 16
		SP:Iteration 62Q (150538.110000 sec): 3 clusters
  Score: Raw -1204317.492769 + Penalty 3052.073008 = -1201265.419761
  nChanged 24
		SP:Iteration 63Q (150538.330000 sec): 3 clusters
  Score: Raw -1204324.958675 + Penalty 3052.073008 = -1201272.885667
  nChanged 19
		SP:Iteration 64Q (150538.530000 sec): 3 clusters
  Score: Raw -1204331.045389 + Penalty 3052.073008 = -1201278.972381
  nChanged 19
		SP:Iteration 65Q (150538.730000 sec): 3 clusters
  Score: Raw -1204338.065408 + Penalty 3052.073008 = -1201285.992399
  nChanged 24
		SP:Iteration 66Q (150538.920000 sec): 3 clusters
  Score: Raw -1204344.909054 + Penalty 3052.073008 = -1201292.836046
  nChanged 19
		SP:Iteration 67Q (150539.140000 sec): 3 clusters
  Score: Raw -1204348.495791 + Penalty 3052.073008 = -1201296.422782
  nChanged 8
		SP:Iteration 68Q (150539.320000 sec): 3 clusters
  Score: Raw -1204350.287842 + Penalty 3052.073008 = -1201298.214833
  nChanged 12
		SP:Iteration 69Q (150539.510000 sec): 3 clusters
  Score: Raw -1204353.256092 + Penalty 3052.073008 = -1201301.183084
  nChanged 12
		SP:Iteration 70Q (150539.720000 sec): 3 clusters
  Score: Raw -1204356.794769 + Penalty 3052.073008 = -1201304.721761
  nChanged 10
		SP:Iteration 71Q (150539.960000 sec): 3 clusters
  Score: Raw -1204359.183845 + Penalty 3052.073008 = -1201307.110836
  nChanged 10
		SP:Iteration 72Q (150540.200000 sec): 3 clusters
  Score: Raw -1204361.621130 + Penalty 3052.073008 = -1201309.548122
  nChanged 9
		SP:Iteration 73Q (150540.380000 sec): 3 clusters
  Score: Raw -1204364.149153 + Penalty 3052.073008 = -1201312.076145
  nChanged 6
		SP:Iteration 74Q (150540.620000 sec): 3 clusters
  Score: Raw -1204365.035617 + Penalty 3052.073008 = -1201312.962609
  nChanged 5
		SP:Iteration 75Q (150540.830000 sec): 3 clusters
  Score: Raw -1204365.910058 + Penalty 3052.073008 = -1201313.837050
  nChanged 4
		SP:Iteration 76Q (150541.050000 sec): 3 clusters
  Score: Raw -1204366.622430 + Penalty 3052.073008 = -1201314.549422
  nChanged 4
		SP:Iteration 77Q (150541.250000 sec): 3 clusters
  Score: Raw -1204367.349485 + Penalty 3052.073008 = -1201315.276477
  nChanged 5
		SP:Iteration 78Q (150541.490000 sec): 3 clusters
  Score: Raw -1204368.143236 + Penalty 3052.073008 = -1201316.070227
  nChanged 2
		SP:Iteration 79Q (150541.680000 sec): 3 clusters
  Score: Raw -1204368.556136 + Penalty 3052.073008 = -1201316.483128
  nChanged 1
		SP:Iteration 80F (150541.910000 sec): 3 clusters
  Score: Raw -1204368.733362 + Penalty 3052.073008 = -1201316.660354
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150542.040000 sec): 2 clusters
  Score: Raw -1054589.732368 + Penalty 1487.934104 = -1053101.798263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150542.260000 sec): 3 clusters
  Score: Raw -1049127.367884 + Penalty 2975.868209 = -1046151.499676
  nChanged 4160
		SP:Iteration 1F (150542.440000 sec): 3 clusters
  Score: Raw -1051461.348268 + Penalty 2975.868209 = -1048485.480059
  nChanged 612
		SP:Iteration 2F (150542.650000 sec): 3 clusters
  Score: Raw -1051750.082325 + Penalty 2975.868209 = -1048774.214116
  nChanged 477
		SP:Iteration 3F (150542.870000 sec): 3 clusters
  Score: Raw -1051945.067731 + Penalty 2975.868209 = -1048969.199523
  nChanged 380
		SP:Iteration 4Q (150543.100000 sec): 3 clusters
  Score: Raw -1052081.865643 + Penalty 2975.868209 = -1049105.997435
  nChanged 301
		SP:Iteration 5Q (150543.290000 sec): 3 clusters
  Score: Raw -1052180.540817 + Penalty 2975.868209 = -1049204.672608
  nChanged 273
		SP:Iteration 6Q (150543.520000 sec): 3 clusters
  Score: Raw -1052271.546220 + Penalty 2975.868209 = -1049295.678012
  nChanged 241
		SP:Iteration 7Q (150543.730000 sec): 3 clusters
  Score: Raw -1052351.821070 + Penalty 2975.868209 = -1049375.952861
  nChanged 232
		SP:Iteration 8Q (150543.970000 sec): 3 clusters
  Score: Raw -1052417.489013 + Penalty 2975.868209 = -1049441.620804
  nChanged 202
		SP:Iteration 9Q (150544.160000 sec): 3 clusters
  Score: Raw -1052483.232237 + Penalty 2975.868209 = -1049507.364028
  nChanged 221
		SP:Iteration 10Q (150544.370000 sec): 3 clusters
  Score: Raw -1052561.543739 + Penalty 2975.868209 = -1049585.675530
  nChanged 232
		SP:Iteration 11Q (150544.570000 sec): 3 clusters
  Score: Raw -1052640.235167 + Penalty 2975.868209 = -1049664.366959
  nChanged 235
		SP:Iteration 12Q (150544.770000 sec): 3 clusters
  Score: Raw -1052725.725271 + Penalty 2975.868209 = -1049749.857062
  nChanged 267
		SP:Iteration 13Q (150544.990000 sec): 3 clusters
  Score: Raw -1052842.892102 + Penalty 2975.868209 = -1049867.023894
  nChanged 290
		SP:Iteration 14Q (150545.220000 sec): 3 clusters
  Score: Raw -1052987.440656 + Penalty 2975.868209 = -1050011.572447
  nChanged 328
		SP:Iteration 15Q (150545.410000 sec): 3 clusters
  Score: Raw -1053167.361566 + Penalty 2975.868209 = -1050191.493357
  nChanged 329
		SP:Iteration 16Q (150545.620000 sec): 3 clusters
  Score: Raw -1053352.121266 + Penalty 2975.868209 = -1050376.253057
  nChanged 329
		SP:Iteration 17Q (150545.800000 sec): 3 clusters
  Score: Raw -1053532.439109 + Penalty 2975.868209 = -1050556.570900
  nChanged 279
		SP:Iteration 18Q (150546.030000 sec): 3 clusters
  Score: Raw -1053674.840910 + Penalty 2975.868209 = -1050698.972701
  nChanged 250
		SP:Iteration 19Q (150546.220000 sec): 3 clusters
  Score: Raw -1053788.568284 + Penalty 2975.868209 = -1050812.700075
  nChanged 200
		SP:Iteration 20F (150546.460000 sec): 3 clusters
  Score: Raw -1053847.859605 + Penalty 2975.868209 = -1050871.991396
  nChanged 110
		SP:Iteration 21Q (150546.630000 sec): 3 clusters
  Score: Raw -1053874.718747 + Penalty 2975.868209 = -1050898.850538
  nChanged 90
		SP:Iteration 22Q (150546.830000 sec): 3 clusters
  Score: Raw -1053896.430976 + Penalty 2975.868209 = -1050920.562767
  nChanged 70
		SP:Iteration 23Q (150547.010000 sec): 3 clusters
  Score: Raw -1053911.114703 + Penalty 2975.868209 = -1050935.246494
  nChanged 56
		SP:Iteration 24Q (150547.220000 sec): 3 clusters
  Score: Raw -1053922.992029 + Penalty 2975.868209 = -1050947.123821
  nChanged 58
		SP:Iteration 25Q (150547.420000 sec): 3 clusters
  Score: Raw -1053933.418382 + Penalty 2975.868209 = -1050957.550173
  nChanged 51
		SP:Iteration 26Q (150547.620000 sec): 3 clusters
  Score: Raw -1053943.305589 + Penalty 2975.868209 = -1050967.437380
  nChanged 46
		SP:Iteration 27Q (150547.820000 sec): 3 clusters
  Score: Raw -1053951.784737 + Penalty 2975.868209 = -1050975.916528
  nChanged 29
		SP:Iteration 28Q (150548.010000 sec): 3 clusters
  Score: Raw -1053956.350572 + Penalty 2975.868209 = -1050980.482363
  nChanged 30
		SP:Iteration 29Q (150548.240000 sec): 3 clusters
  Score: Raw -1053961.598698 + Penalty 2975.868209 = -1050985.730489
  nChanged 33
		SP:Iteration 30Q (150548.470000 sec): 3 clusters
  Score: Raw -1053966.896550 + Penalty 2975.868209 = -1050991.028342
  nChanged 37
		SP:Iteration 31Q (150548.650000 sec): 3 clusters
  Score: Raw -1053973.717142 + Penalty 2975.868209 = -1050997.848934
  nChanged 34
		SP:Iteration 32Q (150548.850000 sec): 3 clusters
  Score: Raw -1053979.549114 + Penalty 2975.868209 = -1051003.680905
  nChanged 38
		SP:Iteration 33Q (150549.030000 sec): 3 clusters
  Score: Raw -1053985.985991 + Penalty 2975.868209 = -1051010.117782
  nChanged 36
		SP:Iteration 34Q (150549.260000 sec): 3 clusters
  Score: Raw -1053991.202975 + Penalty 2975.868209 = -1051015.334767
  nChanged 27
		SP:Iteration 35Q (150549.440000 sec): 3 clusters
  Score: Raw -1053994.778740 + Penalty 2975.868209 = -1051018.910531
  nChanged 21
		SP:Iteration 36Q (150549.700000 sec): 3 clusters
  Score: Raw -1053998.023110 + Penalty 2975.868209 = -1051022.154901
  nChanged 21
		SP:Iteration 37Q (150549.910000 sec): 3 clusters
  Score: Raw -1054001.452461 + Penalty 2975.868209 = -1051025.584252
  nChanged 23
		SP:Iteration 38Q (150550.060000 sec): 3 clusters
  Score: Raw -1054004.595748 + Penalty 2975.868209 = -1051028.727539
  nChanged 24
		SP:Iteration 39Q (150550.290000 sec): 3 clusters
  Score: Raw -1054008.862802 + Penalty 2975.868209 = -1051032.994594
  nChanged 24
		SP:Iteration 40F (150550.520000 sec): 3 clusters
  Score: Raw -1054012.830954 + Penalty 2975.868209 = -1051036.962745
  nChanged 26
		SP:Iteration 41Q (150550.730000 sec): 3 clusters
  Score: Raw -1054017.231841 + Penalty 2975.868209 = -1051041.363632
  nChanged 24
		SP:Iteration 42Q (150550.920000 sec): 3 clusters
  Score: Raw -1054021.196469 + Penalty 2975.868209 = -1051045.328260
  nChanged 23
		SP:Iteration 43Q (150551.130000 sec): 3 clusters
  Score: Raw -1054024.380790 + Penalty 2975.868209 = -1051048.512582
  nChanged 28
		SP:Iteration 44Q (150551.320000 sec): 3 clusters
  Score: Raw -1054028.762121 + Penalty 2975.868209 = -1051052.893912
  nChanged 27
		SP:Iteration 45Q (150551.530000 sec): 3 clusters
  Score: Raw -1054032.773065 + Penalty 2975.868209 = -1051056.904856
  nChanged 26
		SP:Iteration 46Q (150551.730000 sec): 3 clusters
  Score: Raw -1054036.025373 + Penalty 2975.868209 = -1051060.157165
  nChanged 14
		SP:Iteration 47Q (150551.920000 sec): 3 clusters
  Score: Raw -1054037.724132 + Penalty 2975.868209 = -1051061.855924
  nChanged 22
		SP:Iteration 48Q (150552.090000 sec): 3 clusters
  Score: Raw -1054041.222070 + Penalty 2975.868209 = -1051065.353861
  nChanged 26
		SP:Iteration 49Q (150552.320000 sec): 3 clusters
  Score: Raw -1054045.547873 + Penalty 2975.868209 = -1051069.679664
  nChanged 24
		SP:Iteration 50Q (150552.500000 sec): 3 clusters
  Score: Raw -1054049.361353 + Penalty 2975.868209 = -1051073.493144
  nChanged 25
		SP:Iteration 51Q (150552.750000 sec): 3 clusters
  Score: Raw -1054052.704186 + Penalty 2975.868209 = -1051076.835977
  nChanged 23
		SP:Iteration 52Q (150552.950000 sec): 3 clusters
  Score: Raw -1054055.508435 + Penalty 2975.868209 = -1051079.640226
  nChanged 24
		SP:Iteration 53Q (150553.160000 sec): 3 clusters
  Score: Raw -1054058.442815 + Penalty 2975.868209 = -1051082.574606
  nChanged 21
		SP:Iteration 54Q (150553.340000 sec): 3 clusters
  Score: Raw -1054060.953869 + Penalty 2975.868209 = -1051085.085661
  nChanged 13
		SP:Iteration 55Q (150553.590000 sec): 3 clusters
  Score: Raw -1054062.929046 + Penalty 2975.868209 = -1051087.060837
  nChanged 19
		SP:Iteration 56Q (150553.800000 sec): 3 clusters
  Score: Raw -1054065.440555 + Penalty 2975.868209 = -1051089.572346
  nChanged 18
		SP:Iteration 57Q (150553.960000 sec): 3 clusters
  Score: Raw -1054068.569758 + Penalty 2975.868209 = -1051092.701549
  nChanged 17
		SP:Iteration 58Q (150554.170000 sec): 3 clusters
  Score: Raw -1054070.684721 + Penalty 2975.868209 = -1051094.816512
  nChanged 13
		SP:Iteration 59Q (150554.420000 sec): 3 clusters
  Score: Raw -1054072.275753 + Penalty 2975.868209 = -1051096.407544
  nChanged 12
		SP:Iteration 60F (150554.620000 sec): 3 clusters
  Score: Raw -1054073.842785 + Penalty 2975.868209 = -1051097.974576
  nChanged 13
		SP:Iteration 61Q (150554.840000 sec): 3 clusters
  Score: Raw -1054075.630014 + Penalty 2975.868209 = -1051099.761805
  nChanged 11
		SP:Iteration 62Q (150555.090000 sec): 3 clusters
  Score: Raw -1054076.924540 + Penalty 2975.868209 = -1051101.056331
  nChanged 9
		SP:Iteration 63Q (150555.310000 sec): 3 clusters
  Score: Raw -1054078.209607 + Penalty 2975.868209 = -1051102.341398
  nChanged 12
		SP:Iteration 64Q (150555.500000 sec): 3 clusters
  Score: Raw -1054080.291216 + Penalty 2975.868209 = -1051104.423007
  nChanged 12
		SP:Iteration 65Q (150555.740000 sec): 3 clusters
  Score: Raw -1054082.022757 + Penalty 2975.868209 = -1051106.154549
  nChanged 11
		SP:Iteration 66Q (150555.930000 sec): 3 clusters
  Score: Raw -1054083.886404 + Penalty 2975.868209 = -1051108.018195
  nChanged 19
		SP:Iteration 67Q (150556.140000 sec): 3 clusters
  Score: Raw -1054086.992974 + Penalty 2975.868209 = -1051111.124765
  nChanged 26
		SP:Iteration 68Q (150556.330000 sec): 3 clusters
  Score: Raw -1054091.223542 + Penalty 2975.868209 = -1051115.355333
  nChanged 27
		SP:Iteration 69Q (150556.500000 sec): 3 clusters
  Score: Raw -1054095.669743 + Penalty 2975.868209 = -1051119.801534
  nChanged 25
		SP:Iteration 70Q (150556.710000 sec): 3 clusters
  Score: Raw -1054099.435863 + Penalty 2975.868209 = -1051123.567655
  nChanged 24
		SP:Iteration 71Q (150556.900000 sec): 3 clusters
  Score: Raw -1054103.895458 + Penalty 2975.868209 = -1051128.027250
  nChanged 29
		SP:Iteration 72Q (150557.070000 sec): 3 clusters
  Score: Raw -1054109.199814 + Penalty 2975.868209 = -1051133.331606
  nChanged 26
		SP:Iteration 73Q (150557.260000 sec): 3 clusters
  Score: Raw -1054113.809139 + Penalty 2975.868209 = -1051137.940931
  nChanged 26
		SP:Iteration 74Q (150557.460000 sec): 3 clusters
  Score: Raw -1054119.952980 + Penalty 2975.868209 = -1051144.084771
  nChanged 38
		SP:Iteration 75Q (150557.670000 sec): 3 clusters
  Score: Raw -1054128.327220 + Penalty 2975.868209 = -1051152.459012
  nChanged 36
		SP:Iteration 76Q (150557.860000 sec): 3 clusters
  Score: Raw -1054138.474522 + Penalty 2975.868209 = -1051162.606313
  nChanged 60
		SP:Iteration 77Q (150558.080000 sec): 3 clusters
  Score: Raw -1054157.338896 + Penalty 2975.868209 = -1051181.470687
  nChanged 67
		SP:Iteration 78Q (150558.280000 sec): 3 clusters
  Score: Raw -1054184.403665 + Penalty 2975.868209 = -1051208.535457
  nChanged 76
		SP:Iteration 79Q (150558.520000 sec): 3 clusters
  Score: Raw -1054220.740556 + Penalty 2975.868209 = -1051244.872347
  nChanged 95
		SP:Iteration 80F (150558.740000 sec): 3 clusters
  Score: Raw -1054288.098787 + Penalty 2975.868209 = -1051312.230578
  nChanged 138
		SP:Iteration 81Q (150558.910000 sec): 3 clusters
  Score: Raw -1054396.022233 + Penalty 2975.868209 = -1051420.154025
  nChanged 148
		SP:Iteration 82Q (150559.110000 sec): 3 clusters
  Score: Raw -1054497.553899 + Penalty 2975.868209 = -1051521.685691
  nChanged 128
		SP:Iteration 83Q (150559.340000 sec): 3 clusters
  Score: Raw -1054583.838714 + Penalty 2975.868209 = -1051607.970506
  nChanged 136
		SP:Iteration 84Q (150559.560000 sec): 3 clusters
  Score: Raw -1054669.967094 + Penalty 2975.868209 = -1051694.098885
  nChanged 133
		SP:Iteration 85Q (150559.750000 sec): 3 clusters
  Score: Raw -1054739.179098 + Penalty 2975.868209 = -1051763.310890
  nChanged 103
		SP:Iteration 86Q (150559.950000 sec): 3 clusters
  Score: Raw -1054788.476714 + Penalty 2975.868209 = -1051812.608505
  nChanged 76
		SP:Iteration 87Q (150560.140000 sec): 3 clusters
  Score: Raw -1054811.913077 + Penalty 2975.868209 = -1051836.044868
  nChanged 45
		SP:Iteration 88Q (150560.350000 sec): 3 clusters
  Score: Raw -1054822.010091 + Penalty 2975.868209 = -1051846.141882
  nChanged 29
		SP:Iteration 89Q (150560.530000 sec): 3 clusters
  Score: Raw -1054827.072070 + Penalty 2975.868209 = -1051851.203861
  nChanged 11
		SP:Iteration 90Q (150560.750000 sec): 3 clusters
  Score: Raw -1054829.368728 + Penalty 2975.868209 = -1051853.500520
  nChanged 16
		SP:Iteration 91Q (150560.950000 sec): 3 clusters
  Score: Raw -1054832.282977 + Penalty 2975.868209 = -1051856.414768
  nChanged 9
		SP:Iteration 92Q (150561.150000 sec): 3 clusters
  Score: Raw -1054834.341450 + Penalty 2975.868209 = -1051858.473241
  nChanged 14
		SP:Iteration 93Q (150561.350000 sec): 3 clusters
  Score: Raw -1054836.076597 + Penalty 2975.868209 = -1051860.208388
  nChanged 6
		SP:Iteration 94Q (150561.570000 sec): 3 clusters
  Score: Raw -1054836.785098 + Penalty 2975.868209 = -1051860.916890
  nChanged 4
		SP:Iteration 95Q (150561.780000 sec): 3 clusters
  Score: Raw -1054837.230658 + Penalty 2975.868209 = -1051861.362449
  nChanged 2
		SP:Iteration 96Q (150561.970000 sec): 3 clusters
  Score: Raw -1054837.563096 + Penalty 2975.868209 = -1051861.694887
  nChanged 2
		SP:Iteration 97Q (150562.190000 sec): 3 clusters
  Score: Raw -1054837.873922 + Penalty 2975.868209 = -1051862.005713
  nChanged 1
		SP:Iteration 98Q (150562.370000 sec): 3 clusters
  Score: Raw -1054837.958934 + Penalty 2975.868209 = -1051862.090725
  nChanged 0
		SP:Iteration 99F (150562.550000 sec): 3 clusters
  Score: Raw -1054837.958934 + Penalty 2975.868209 = -1051862.090725
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150562.650000 sec): 2 clusters
  Score: Raw -181034.916831 + Penalty 1214.834720 = -179820.082111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150562.790000 sec): 3 clusters
  Score: Raw -180268.960084 + Penalty 2429.669440 = -177839.290644
  nChanged 636
		SP:Iteration 1F (150562.930000 sec): 3 clusters
  Score: Raw -180707.707488 + Penalty 2429.669440 = -178278.038048
  nChanged 136
		SP:Iteration 2F (150563.110000 sec): 3 clusters
  Score: Raw -180827.987888 + Penalty 2429.669440 = -178398.318448
  nChanged 70
		SP:Iteration 3Q (150563.280000 sec): 3 clusters
  Score: Raw -180887.943384 + Penalty 2429.669440 = -178458.273944
  nChanged 65
		SP:Iteration 4Q (150563.430000 sec): 3 clusters
  Score: Raw -180933.398975 + Penalty 2429.669440 = -178503.729535
  nChanged 68
		SP:Iteration 5Q (150563.550000 sec): 3 clusters
  Score: Raw -180990.474790 + Penalty 2429.669440 = -178560.805350
  nChanged 55
		SP:Iteration 6Q (150563.760000 sec): 3 clusters
  Score: Raw -181032.834523 + Penalty 2429.669440 = -178603.165083
  nChanged 48
		SP:Iteration 7Q (150563.860000 sec): 3 clusters
  Score: Raw -181077.881588 + Penalty 2429.669440 = -178648.212148
  nChanged 53
		SP:Iteration 8Q (150564.030000 sec): 3 clusters
  Score: Raw -181119.687686 + Penalty 2429.669440 = -178690.018246
  nChanged 43
		SP:Iteration 9Q (150564.210000 sec): 3 clusters
  Score: Raw -181155.891630 + Penalty 2429.669440 = -178726.222190
  nChanged 34
		SP:Iteration 10Q (150564.390000 sec): 3 clusters
  Score: Raw -181178.210933 + Penalty 2429.669440 = -178748.541493
  nChanged 21
		SP:Iteration 11Q (150564.540000 sec): 3 clusters
  Score: Raw -181191.858652 + Penalty 2429.669440 = -178762.189212
  nChanged 23
		SP:Iteration 12Q (150564.710000 sec): 3 clusters
  Score: Raw -181212.628727 + Penalty 2429.669440 = -178782.959287
  nChanged 22
		SP:Iteration 13Q (150564.850000 sec): 3 clusters
  Score: Raw -181226.335814 + Penalty 2429.669440 = -178796.666374
  nChanged 9
		SP:Iteration 14Q (150565.010000 sec): 3 clusters
  Score: Raw -181230.988939 + Penalty 2429.669440 = -178801.319499
  nChanged 7
		SP:Iteration 15Q (150565.160000 sec): 3 clusters
  Score: Raw -181234.579874 + Penalty 2429.669440 = -178804.910434
  nChanged 6
		SP:Iteration 16Q (150565.340000 sec): 3 clusters
  Score: Raw -181238.225106 + Penalty 2429.669440 = -178808.555666
  nChanged 7
		SP:Iteration 17Q (150565.450000 sec): 3 clusters
  Score: Raw -181244.323797 + Penalty 2429.669440 = -178814.654357
  nChanged 9
		SP:Iteration 18Q (150565.580000 sec): 3 clusters
  Score: Raw -181248.629126 + Penalty 2429.669440 = -178818.959686
  nChanged 14
		SP:Iteration 19Q (150565.770000 sec): 3 clusters
  Score: Raw -181259.271726 + Penalty 2429.669440 = -178829.602286
  nChanged 15
		SP:Iteration 20F (150565.950000 sec): 3 clusters
  Score: Raw -181269.787920 + Penalty 2429.669440 = -178840.118480
  nChanged 15
		SP:Iteration 21Q (150566.100000 sec): 3 clusters
  Score: Raw -181278.031073 + Penalty 2429.669440 = -178848.361633
  nChanged 8
		SP:Iteration 22Q (150566.300000 sec): 3 clusters
  Score: Raw -181282.879805 + Penalty 2429.669440 = -178853.210365
  nChanged 7
		SP:Iteration 23Q (150566.440000 sec): 3 clusters
  Score: Raw -181288.455245 + Penalty 2429.669440 = -178858.785804
  nChanged 4
		SP:Iteration 24Q (150566.640000 sec): 3 clusters
  Score: Raw -181289.879160 + Penalty 2429.669440 = -178860.209720
  nChanged 2
		SP:Iteration 25Q (150566.790000 sec): 3 clusters
  Score: Raw -181290.469964 + Penalty 2429.669440 = -178860.800524
  nChanged 2
		SP:Iteration 26Q (150566.980000 sec): 3 clusters
  Score: Raw -181290.878175 + Penalty 2429.669440 = -178861.208735
  nChanged 1
		SP:Iteration 27Q (150567.100000 sec): 3 clusters
  Score: Raw -181291.016406 + Penalty 2429.669440 = -178861.346966
  nChanged 0
		SP:Iteration 28F (150567.250000 sec): 3 clusters
  Score: Raw -181291.016406 + Penalty 2429.669440 = -178861.346966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150567.310000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150567.450000 sec): 3 clusters
  Score: Raw -57451.647940 + Penalty 2030.613934 = -55421.034006
  nChanged 117
		SP:Iteration 1F (150567.580000 sec): 3 clusters
  Score: Raw -57589.124938 + Penalty 2030.613934 = -55558.511004
  nChanged 37
		SP:Iteration 2F (150567.710000 sec): 3 clusters
  Score: Raw -57648.942406 + Penalty 2030.613934 = -55618.328472
  nChanged 18
		SP:Iteration 3Q (150567.890000 sec): 3 clusters
  Score: Raw -57672.903634 + Penalty 2030.613934 = -55642.289700
  nChanged 11
		SP:Iteration 4Q (150568.020000 sec): 3 clusters
  Score: Raw -57690.372962 + Penalty 2030.613934 = -55659.759028
  nChanged 9
		SP:Iteration 5Q (150568.120000 sec): 3 clusters
  Score: Raw -57710.640124 + Penalty 2030.613934 = -55680.026190
  nChanged 12
		SP:Iteration 6Q (150568.270000 sec): 3 clusters
  Score: Raw -57728.275629 + Penalty 2030.613934 = -55697.661695
  nChanged 6
		SP:Iteration 7Q (150568.370000 sec): 3 clusters
  Score: Raw -57735.147141 + Penalty 2030.613934 = -55704.533206
  nChanged 6
		SP:Iteration 8Q (150568.540000 sec): 3 clusters
  Score: Raw -57742.559326 + Penalty 2030.613934 = -55711.945392
  nChanged 7
		SP:Iteration 9Q (150568.710000 sec): 3 clusters
  Score: Raw -57754.775108 + Penalty 2030.613934 = -55724.161173
  nChanged 5
		SP:Iteration 10Q (150568.870000 sec): 3 clusters
  Score: Raw -57764.082902 + Penalty 2030.613934 = -55733.468968
  nChanged 4
		SP:Iteration 11Q (150569.040000 sec): 3 clusters
  Score: Raw -57771.653683 + Penalty 2030.613934 = -55741.039749
  nChanged 2
		SP:Iteration 12Q (150569.130000 sec): 3 clusters
  Score: Raw -57775.979565 + Penalty 2030.613934 = -55745.365631
  nChanged 2
		SP:Iteration 13Q (150569.300000 sec): 3 clusters
  Score: Raw -57779.131520 + Penalty 2030.613934 = -55748.517586
  nChanged 1
		SP:Iteration 14Q (150569.480000 sec): 3 clusters
  Score: Raw -57782.057888 + Penalty 2030.613934 = -55751.443954
  nChanged 0
		SP:Iteration 15F (150569.610000 sec): 3 clusters
  Score: Raw -57782.057888 + Penalty 2030.613934 = -55751.443954
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150569.750000 sec): 2 clusters
  Score: Raw -861785.761840 + Penalty 1455.971664 = -860329.790176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150569.970000 sec): 3 clusters
  Score: Raw -857465.211358 + Penalty 2911.943328 = -854553.268030
  nChanged 3296
		SP:Iteration 1F (150570.170000 sec): 3 clusters
  Score: Raw -859167.595258 + Penalty 2911.943328 = -856255.651931
  nChanged 493
		SP:Iteration 2F (150570.350000 sec): 3 clusters
  Score: Raw -859386.284573 + Penalty 2911.943328 = -856474.341245
  nChanged 397
		SP:Iteration 3F (150570.550000 sec): 3 clusters
  Score: Raw -859548.658201 + Penalty 2911.943328 = -856636.714874
  nChanged 310
		SP:Iteration 4Q (150570.750000 sec): 3 clusters
  Score: Raw -859667.708360 + Penalty 2911.943328 = -856755.765032
  nChanged 247
		SP:Iteration 5Q (150570.940000 sec): 3 clusters
  Score: Raw -859763.842246 + Penalty 2911.943328 = -856851.898918
  nChanged 264
		SP:Iteration 6Q (150571.160000 sec): 3 clusters
  Score: Raw -859880.164237 + Penalty 2911.943328 = -856968.220909
  nChanged 264
		SP:Iteration 7Q (150571.330000 sec): 3 clusters
  Score: Raw -860009.107410 + Penalty 2911.943328 = -857097.164083
  nChanged 297
		SP:Iteration 8Q (150571.530000 sec): 3 clusters
  Score: Raw -860157.756630 + Penalty 2911.943328 = -857245.813302
  nChanged 294
		SP:Iteration 9Q (150571.760000 sec): 3 clusters
  Score: Raw -860312.904917 + Penalty 2911.943328 = -857400.961590
  nChanged 318
		SP:Iteration 10Q (150571.950000 sec): 3 clusters
  Score: Raw -860509.331327 + Penalty 2911.943328 = -857597.387999
  nChanged 337
		SP:Iteration 11Q (150572.140000 sec): 3 clusters
  Score: Raw -860747.346192 + Penalty 2911.943328 = -857835.402864
  nChanged 350
		SP:Iteration 12Q (150572.300000 sec): 3 clusters
  Score: Raw -860990.271088 + Penalty 2911.943328 = -858078.327760
  nChanged 334
		SP:Iteration 13Q (150572.510000 sec): 3 clusters
  Score: Raw -861241.805127 + Penalty 2911.943328 = -858329.861799
  nChanged 318
		SP:Iteration 14Q (150572.720000 sec): 3 clusters
  Score: Raw -861502.719517 + Penalty 2911.943328 = -858590.776189
  nChanged 279
		SP:Iteration 15Q (150572.900000 sec): 3 clusters
  Score: Raw -861724.770068 + Penalty 2911.943328 = -858812.826741
  nChanged 232
		SP:Iteration 16Q (150573.090000 sec): 3 clusters
  Score: Raw -861886.152027 + Penalty 2911.943328 = -858974.208700
  nChanged 169
		SP:Iteration 17Q (150573.310000 sec): 3 clusters
  Score: Raw -861993.205189 + Penalty 2911.943328 = -859081.261861
  nChanged 117
		SP:Iteration 18Q (150573.510000 sec): 3 clusters
  Score: Raw -862050.200736 + Penalty 2911.943328 = -859138.257408
  nChanged 78
		SP:Iteration 19Q (150573.680000 sec): 3 clusters
  Score: Raw -862085.626351 + Penalty 2911.943328 = -859173.683023
  nChanged 59
		SP:Iteration 20F (150573.880000 sec): 3 clusters
  Score: Raw -862106.629838 + Penalty 2911.943328 = -859194.686511
  nChanged 54
		SP:Iteration 21Q (150574.120000 sec): 3 clusters
  Score: Raw -862123.895877 + Penalty 2911.943328 = -859211.952549
  nChanged 36
		SP:Iteration 22Q (150574.290000 sec): 3 clusters
  Score: Raw -862134.807917 + Penalty 2911.943328 = -859222.864589
  nChanged 36
		SP:Iteration 23Q (150574.450000 sec): 3 clusters
  Score: Raw -862143.493831 + Penalty 2911.943328 = -859231.550503
  nChanged 30
		SP:Iteration 24Q (150574.700000 sec): 3 clusters
  Score: Raw -862150.358095 + Penalty 2911.943328 = -859238.414768
  nChanged 31
		SP:Iteration 25Q (150574.860000 sec): 3 clusters
  Score: Raw -862157.244146 + Penalty 2911.943328 = -859245.300818
  nChanged 26
		SP:Iteration 26Q (150575.060000 sec): 3 clusters
  Score: Raw -862162.986812 + Penalty 2911.943328 = -859251.043484
  nChanged 21
		SP:Iteration 27Q (150575.220000 sec): 3 clusters
  Score: Raw -862166.555553 + Penalty 2911.943328 = -859254.612226
  nChanged 18
		SP:Iteration 28Q (150575.400000 sec): 3 clusters
  Score: Raw -862170.176765 + Penalty 2911.943328 = -859258.233437
  nChanged 14
		SP:Iteration 29Q (150575.550000 sec): 3 clusters
  Score: Raw -862172.340887 + Penalty 2911.943328 = -859260.397559
  nChanged 14
		SP:Iteration 30Q (150575.730000 sec): 3 clusters
  Score: Raw -862174.593431 + Penalty 2911.943328 = -859262.650103
  nChanged 9
		SP:Iteration 31Q (150575.920000 sec): 3 clusters
  Score: Raw -862176.498842 + Penalty 2911.943328 = -859264.555514
  nChanged 10
		SP:Iteration 32Q (150576.080000 sec): 3 clusters
  Score: Raw -862178.139666 + Penalty 2911.943328 = -859266.196338
  nChanged 6
		SP:Iteration 33Q (150576.280000 sec): 3 clusters
  Score: Raw -862179.205393 + Penalty 2911.943328 = -859267.262065
  nChanged 5
		SP:Iteration 34Q (150576.470000 sec): 3 clusters
  Score: Raw -862180.748501 + Penalty 2911.943328 = -859268.805173
  nChanged 11
		SP:Iteration 35Q (150576.690000 sec): 3 clusters
  Score: Raw -862183.914622 + Penalty 2911.943328 = -859271.971294
  nChanged 10
		SP:Iteration 36Q (150576.880000 sec): 3 clusters
  Score: Raw -862186.578066 + Penalty 2911.943328 = -859274.634738
  nChanged 13
		SP:Iteration 37Q (150577.070000 sec): 3 clusters
  Score: Raw -862189.916627 + Penalty 2911.943328 = -859277.973300
  nChanged 14
		SP:Iteration 38Q (150577.250000 sec): 3 clusters
  Score: Raw -862193.411876 + Penalty 2911.943328 = -859281.468548
  nChanged 12
		SP:Iteration 39Q (150577.480000 sec): 3 clusters
  Score: Raw -862196.308896 + Penalty 2911.943328 = -859284.365568
  nChanged 9
		SP:Iteration 40F (150577.610000 sec): 3 clusters
  Score: Raw -862198.085317 + Penalty 2911.943328 = -859286.141989
  nChanged 10
		SP:Iteration 41Q (150577.790000 sec): 3 clusters
  Score: Raw -862199.804090 + Penalty 2911.943328 = -859287.860762
  nChanged 7
		SP:Iteration 42Q (150577.970000 sec): 3 clusters
  Score: Raw -862200.854826 + Penalty 2911.943328 = -859288.911498
  nChanged 12
		SP:Iteration 43Q (150578.180000 sec): 3 clusters
  Score: Raw -862202.716961 + Penalty 2911.943328 = -859290.773634
  nChanged 9
		SP:Iteration 44Q (150578.370000 sec): 3 clusters
  Score: Raw -862203.895555 + Penalty 2911.943328 = -859291.952227
  nChanged 6
		SP:Iteration 45Q (150578.530000 sec): 3 clusters
  Score: Raw -862205.415891 + Penalty 2911.943328 = -859293.472563
  nChanged 7
		SP:Iteration 46Q (150578.710000 sec): 3 clusters
  Score: Raw -862206.374935 + Penalty 2911.943328 = -859294.431607
  nChanged 2
		SP:Iteration 47Q (150578.890000 sec): 3 clusters
  Score: Raw -862206.828053 + Penalty 2911.943328 = -859294.884725
  nChanged 3
		SP:Iteration 48Q (150579.080000 sec): 3 clusters
  Score: Raw -862207.320699 + Penalty 2911.943328 = -859295.377371
  nChanged 2
		SP:Iteration 49Q (150579.280000 sec): 3 clusters
  Score: Raw -862207.454564 + Penalty 2911.943328 = -859295.511236
  nChanged 1
		SP:Iteration 50Q (150579.450000 sec): 3 clusters
  Score: Raw -862207.592001 + Penalty 2911.943328 = -859295.648673
  nChanged 3
		SP:Iteration 51Q (150579.630000 sec): 3 clusters
  Score: Raw -862207.899993 + Penalty 2911.943328 = -859295.956665
  nChanged 1
		SP:Iteration 52Q (150579.860000 sec): 3 clusters
  Score: Raw -862208.013948 + Penalty 2911.943328 = -859296.070620
  nChanged 1
		SP:Iteration 53Q (150580.040000 sec): 3 clusters
  Score: Raw -862208.055620 + Penalty 2911.943328 = -859296.112292
  nChanged 0
		SP:Iteration 54F (150580.260000 sec): 3 clusters
  Score: Raw -862208.055620 + Penalty 2911.943328 = -859296.112292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150580.360000 sec): 2 clusters
  Score: Raw -30872.041244 + Penalty 940.370824 = -29931.670419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150580.520000 sec): 3 clusters
  Score: Raw -30917.874946 + Penalty 1880.741649 = -29037.133297
  nChanged 69
		SP:Iteration 1F (150580.660000 sec): 3 clusters
  Score: Raw -31095.081326 + Penalty 1880.741649 = -29214.339677
  nChanged 25
		SP:Iteration 2F (150580.840000 sec): 3 clusters
  Score: Raw -31151.204695 + Penalty 1880.741649 = -29270.463046
  nChanged 15
		SP:Iteration 3Q (150580.960000 sec): 3 clusters
  Score: Raw -31180.536614 + Penalty 1880.741649 = -29299.794965
  nChanged 7
		SP:Iteration 4Q (150581.100000 sec): 3 clusters
  Score: Raw -31199.545409 + Penalty 1880.741649 = -29318.803760
  nChanged 3
		SP:Iteration 5Q (150581.260000 sec): 3 clusters
  Score: Raw -31204.357378 + Penalty 1880.741649 = -29323.615729
  nChanged 0
		SP:Iteration 6F (150581.430000 sec): 3 clusters
  Score: Raw -31204.357378 + Penalty 1880.741649 = -29323.615729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150581.490000 sec): 2 clusters
  Score: Raw -310526.632895 + Penalty 1291.555198 = -309235.077696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150581.680000 sec): 3 clusters
  Score: Raw -309226.359305 + Penalty 2583.110397 = -306643.248908
  nChanged 1057
		SP:Iteration 1F (150581.840000 sec): 3 clusters
  Score: Raw -309959.507904 + Penalty 2583.110397 = -307376.397507
  nChanged 239
		SP:Iteration 2F (150581.980000 sec): 3 clusters
  Score: Raw -310155.206738 + Penalty 2583.110397 = -307572.096341
  nChanged 167
		SP:Iteration 3F (150582.100000 sec): 3 clusters
  Score: Raw -310291.057812 + Penalty 2583.110397 = -307707.947415
  nChanged 134
		SP:Iteration 4Q (150582.250000 sec): 3 clusters
  Score: Raw -310385.686392 + Penalty 2583.110397 = -307802.575995
  nChanged 105
		SP:Iteration 5Q (150582.400000 sec): 3 clusters
  Score: Raw -310458.629187 + Penalty 2583.110397 = -307875.518790
  nChanged 88
		SP:Iteration 6Q (150582.520000 sec): 3 clusters
  Score: Raw -310513.283619 + Penalty 2583.110397 = -307930.173222
  nChanged 66
		SP:Iteration 7Q (150582.680000 sec): 3 clusters
  Score: Raw -310558.649519 + Penalty 2583.110397 = -307975.539122
  nChanged 45
		SP:Iteration 8Q (150582.840000 sec): 3 clusters
  Score: Raw -310579.810151 + Penalty 2583.110397 = -307996.699754
  nChanged 27
		SP:Iteration 9Q (150583.000000 sec): 3 clusters
  Score: Raw -310595.448301 + Penalty 2583.110397 = -308012.337904
  nChanged 28
		SP:Iteration 10Q (150583.200000 sec): 3 clusters
  Score: Raw -310612.202396 + Penalty 2583.110397 = -308029.091999
  nChanged 26
		SP:Iteration 11Q (150583.310000 sec): 3 clusters
  Score: Raw -310628.806730 + Penalty 2583.110397 = -308045.696333
  nChanged 27
		SP:Iteration 12Q (150583.450000 sec): 3 clusters
  Score: Raw -310647.463472 + Penalty 2583.110397 = -308064.353075
  nChanged 22
		SP:Iteration 13Q (150583.640000 sec): 3 clusters
  Score: Raw -310658.684427 + Penalty 2583.110397 = -308075.574030
  nChanged 18
		SP:Iteration 14Q (150583.820000 sec): 3 clusters
  Score: Raw -310666.852577 + Penalty 2583.110397 = -308083.742180
  nChanged 11
		SP:Iteration 15Q (150583.990000 sec): 3 clusters
  Score: Raw -310671.559654 + Penalty 2583.110397 = -308088.449257
  nChanged 9
		SP:Iteration 16Q (150584.080000 sec): 3 clusters
  Score: Raw -310676.361601 + Penalty 2583.110397 = -308093.251204
  nChanged 9
		SP:Iteration 17Q (150584.240000 sec): 3 clusters
  Score: Raw -310680.508040 + Penalty 2583.110397 = -308097.397643
  nChanged 10
		SP:Iteration 18Q (150584.440000 sec): 3 clusters
  Score: Raw -310685.588150 + Penalty 2583.110397 = -308102.477753
  nChanged 5
		SP:Iteration 19Q (150584.590000 sec): 3 clusters
  Score: Raw -310687.483562 + Penalty 2583.110397 = -308104.373165
  nChanged 5
		SP:Iteration 20F (150584.760000 sec): 3 clusters
  Score: Raw -310689.087270 + Penalty 2583.110397 = -308105.976873
  nChanged 5
		SP:Iteration 21Q (150584.930000 sec): 3 clusters
  Score: Raw -310690.334925 + Penalty 2583.110397 = -308107.224528
  nChanged 1
		SP:Iteration 22Q (150585.090000 sec): 3 clusters
  Score: Raw -310690.637276 + Penalty 2583.110397 = -308107.526879
  nChanged 0
		SP:Iteration 23F (150585.260000 sec): 3 clusters
  Score: Raw -310690.637276 + Penalty 2583.110397 = -308107.526879
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150585.360000 sec): 2 clusters
  Score: Raw -233742.196923 + Penalty 1256.509999 = -232485.686924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150585.520000 sec): 3 clusters
  Score: Raw -232711.898973 + Penalty 2513.019997 = -230198.878975
  nChanged 831
		SP:Iteration 1F (150585.690000 sec): 3 clusters
  Score: Raw -233222.698907 + Penalty 2513.019997 = -230709.678910
  nChanged 159
		SP:Iteration 2F (150585.880000 sec): 3 clusters
  Score: Raw -233330.815740 + Penalty 2513.019997 = -230817.795743
  nChanged 129
		SP:Iteration 3F (150586.020000 sec): 3 clusters
  Score: Raw -233440.601364 + Penalty 2513.019997 = -230927.581367
  nChanged 122
		SP:Iteration 4F (150586.210000 sec): 3 clusters
  Score: Raw -233563.759362 + Penalty 2513.019997 = -231050.739365
  nChanged 122
		SP:Iteration 5F (150586.360000 sec): 3 clusters
  Score: Raw -233700.538419 + Penalty 2513.019997 = -231187.518422
  nChanged 128
		SP:Iteration 6F (150586.540000 sec): 3 clusters
  Score: Raw -233875.306474 + Penalty 2513.019997 = -231362.286477
  nChanged 113
		SP:Iteration 7Q (150586.690000 sec): 3 clusters
  Score: Raw -234015.176590 + Penalty 2513.019997 = -231502.156593
  nChanged 93
		SP:Iteration 8Q (150586.840000 sec): 3 clusters
  Score: Raw -234107.082675 + Penalty 2513.019997 = -231594.062678
  nChanged 65
		SP:Iteration 9Q (150587.010000 sec): 3 clusters
  Score: Raw -234163.590960 + Penalty 2513.019997 = -231650.570963
  nChanged 54
		SP:Iteration 10Q (150587.190000 sec): 3 clusters
  Score: Raw -234211.601421 + Penalty 2513.019997 = -231698.581424
  nChanged 41
		SP:Iteration 11Q (150587.350000 sec): 3 clusters
  Score: Raw -234233.957224 + Penalty 2513.019997 = -231720.937227
  nChanged 23
		SP:Iteration 12Q (150587.500000 sec): 3 clusters
  Score: Raw -234245.047051 + Penalty 2513.019997 = -231732.027053
  nChanged 17
		SP:Iteration 13Q (150587.670000 sec): 3 clusters
  Score: Raw -234254.057005 + Penalty 2513.019997 = -231741.037007
  nChanged 19
		SP:Iteration 14Q (150587.860000 sec): 3 clusters
  Score: Raw -234260.631884 + Penalty 2513.019997 = -231747.611887
  nChanged 11
		SP:Iteration 15Q (150588.030000 sec): 3 clusters
  Score: Raw -234263.944392 + Penalty 2513.019997 = -231750.924395
  nChanged 5
		SP:Iteration 16Q (150588.190000 sec): 3 clusters
  Score: Raw -234265.913119 + Penalty 2513.019997 = -231752.893122
  nChanged 7
		SP:Iteration 17Q (150588.290000 sec): 3 clusters
  Score: Raw -234268.742054 + Penalty 2513.019997 = -231755.722057
  nChanged 3
		SP:Iteration 18Q (150588.430000 sec): 3 clusters
  Score: Raw -234270.116525 + Penalty 2513.019997 = -231757.096528
  nChanged 2
		SP:Iteration 19Q (150588.590000 sec): 3 clusters
  Score: Raw -234270.726229 + Penalty 2513.019997 = -231757.706231
  nChanged 2
		SP:Iteration 20F (150588.700000 sec): 3 clusters
  Score: Raw -234271.767074 + Penalty 2513.019997 = -231758.747077
  nChanged 2
		SP:Iteration 21Q (150588.810000 sec): 3 clusters
  Score: Raw -234273.550442 + Penalty 2513.019997 = -231760.530445
  nChanged 5
		SP:Iteration 22Q (150588.970000 sec): 3 clusters
  Score: Raw -234275.279607 + Penalty 2513.019997 = -231762.259610
  nChanged 5
		SP:Iteration 23Q (150589.100000 sec): 3 clusters
  Score: Raw -234276.825629 + Penalty 2513.019997 = -231763.805632
  nChanged 3
		SP:Iteration 24Q (150589.250000 sec): 3 clusters
  Score: Raw -234278.319587 + Penalty 2513.019997 = -231765.299590
  nChanged 2
		SP:Iteration 25Q (150589.430000 sec): 3 clusters
  Score: Raw -234279.392176 + Penalty 2513.019997 = -231766.372179
  nChanged 2
		SP:Iteration 26Q (150589.580000 sec): 3 clusters
  Score: Raw -234280.466962 + Penalty 2513.019997 = -231767.446965
  nChanged 5
		SP:Iteration 27Q (150589.690000 sec): 3 clusters
  Score: Raw -234282.450524 + Penalty 2513.019997 = -231769.430526
  nChanged 7
		SP:Iteration 28Q (150589.850000 sec): 3 clusters
  Score: Raw -234285.443286 + Penalty 2513.019997 = -231772.423289
  nChanged 5
		SP:Iteration 29Q (150590.020000 sec): 3 clusters
  Score: Raw -234290.971145 + Penalty 2513.019997 = -231777.951148
  nChanged 4
		SP:Iteration 30Q (150590.160000 sec): 3 clusters
  Score: Raw -234292.768219 + Penalty 2513.019997 = -231779.748222
  nChanged 3
		SP:Iteration 31Q (150590.370000 sec): 3 clusters
  Score: Raw -234294.044831 + Penalty 2513.019997 = -231781.024834
  nChanged 1
		SP:Iteration 32Q (150590.530000 sec): 3 clusters
  Score: Raw -234294.622398 + Penalty 2513.019997 = -231781.602401
  nChanged 3
		SP:Iteration 33Q (150590.670000 sec): 3 clusters
  Score: Raw -234295.259143 + Penalty 2513.019997 = -231782.239146
  nChanged 2
		SP:Iteration 34Q (150590.850000 sec): 3 clusters
  Score: Raw -234295.714690 + Penalty 2513.019997 = -231782.694693
  nChanged 1
		SP:Iteration 35Q (150590.970000 sec): 3 clusters
  Score: Raw -234296.335516 + Penalty 2513.019997 = -231783.315519
  nChanged 0
		SP:Iteration 36F (150591.120000 sec): 3 clusters
  Score: Raw -234296.335516 + Penalty 2513.019997 = -231783.315519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150591.250000 sec): 2 clusters
  Score: Raw -410891.562206 + Penalty 1345.079450 = -409546.482756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150591.450000 sec): 3 clusters
  Score: Raw -409001.932378 + Penalty 2690.158900 = -406311.773479
  nChanged 1499
		SP:Iteration 1F (150591.600000 sec): 3 clusters
  Score: Raw -409979.338811 + Penalty 2690.158900 = -407289.179911
  nChanged 378
		SP:Iteration 2F (150591.740000 sec): 3 clusters
  Score: Raw -410318.860470 + Penalty 2690.158900 = -407628.701571
  nChanged 298
		SP:Iteration 3F (150591.900000 sec): 3 clusters
  Score: Raw -410611.879380 + Penalty 2690.158900 = -407921.720480
  nChanged 267
		SP:Iteration 4F (150592.080000 sec): 3 clusters
  Score: Raw -410899.131691 + Penalty 2690.158900 = -408208.972791
  nChanged 229
		SP:Iteration 5F (150592.200000 sec): 3 clusters
  Score: Raw -411147.457448 + Penalty 2690.158900 = -408457.298549
  nChanged 192
		SP:Iteration 6Q (150592.360000 sec): 3 clusters
  Score: Raw -411305.883489 + Penalty 2690.158900 = -408615.724590
  nChanged 144
		SP:Iteration 7Q (150592.540000 sec): 3 clusters
  Score: Raw -411395.019745 + Penalty 2690.158900 = -408704.860845
  nChanged 90
		SP:Iteration 8Q (150592.670000 sec): 3 clusters
  Score: Raw -411442.702228 + Penalty 2690.158900 = -408752.543328
  nChanged 76
		SP:Iteration 9Q (150592.830000 sec): 3 clusters
  Score: Raw -411475.979852 + Penalty 2690.158900 = -408785.820952
  nChanged 53
		SP:Iteration 10Q (150593.020000 sec): 3 clusters
  Score: Raw -411495.601808 + Penalty 2690.158900 = -408805.442909
  nChanged 37
		SP:Iteration 11Q (150593.180000 sec): 3 clusters
  Score: Raw -411508.676417 + Penalty 2690.158900 = -408818.517518
  nChanged 27
		SP:Iteration 12Q (150593.350000 sec): 3 clusters
  Score: Raw -411517.344346 + Penalty 2690.158900 = -408827.185446
  nChanged 25
		SP:Iteration 13Q (150593.520000 sec): 3 clusters
  Score: Raw -411525.669295 + Penalty 2690.158900 = -408835.510396
  nChanged 27
		SP:Iteration 14Q (150593.670000 sec): 3 clusters
  Score: Raw -411534.947236 + Penalty 2690.158900 = -408844.788336
  nChanged 25
		SP:Iteration 15Q (150593.850000 sec): 3 clusters
  Score: Raw -411542.840248 + Penalty 2690.158900 = -408852.681348
  nChanged 20
		SP:Iteration 16Q (150594.040000 sec): 3 clusters
  Score: Raw -411547.420458 + Penalty 2690.158900 = -408857.261559
  nChanged 11
		SP:Iteration 17Q (150594.180000 sec): 3 clusters
  Score: Raw -411549.649518 + Penalty 2690.158900 = -408859.490618
  nChanged 10
		SP:Iteration 18Q (150594.340000 sec): 3 clusters
  Score: Raw -411551.576102 + Penalty 2690.158900 = -408861.417202
  nChanged 7
		SP:Iteration 19Q (150594.520000 sec): 3 clusters
  Score: Raw -411552.638621 + Penalty 2690.158900 = -408862.479722
  nChanged 6
		SP:Iteration 20F (150594.670000 sec): 3 clusters
  Score: Raw -411553.468461 + Penalty 2690.158900 = -408863.309561
  nChanged 4
		SP:Iteration 21Q (150594.830000 sec): 3 clusters
  Score: Raw -411554.296671 + Penalty 2690.158900 = -408864.137771
  nChanged 4
		SP:Iteration 22Q (150594.980000 sec): 3 clusters
  Score: Raw -411555.372322 + Penalty 2690.158900 = -408865.213422
  nChanged 5
		SP:Iteration 23Q (150595.150000 sec): 3 clusters
  Score: Raw -411556.357256 + Penalty 2690.158900 = -408866.198356
  nChanged 4
		SP:Iteration 24Q (150595.320000 sec): 3 clusters
  Score: Raw -411557.787570 + Penalty 2690.158900 = -408867.628671
  nChanged 9
		SP:Iteration 25Q (150595.460000 sec): 3 clusters
  Score: Raw -411559.659517 + Penalty 2690.158900 = -408869.500617
  nChanged 6
		SP:Iteration 26Q (150595.610000 sec): 3 clusters
  Score: Raw -411561.132893 + Penalty 2690.158900 = -408870.973994
  nChanged 7
		SP:Iteration 27Q (150595.770000 sec): 3 clusters
  Score: Raw -411562.482827 + Penalty 2690.158900 = -408872.323928
  nChanged 3
		SP:Iteration 28Q (150595.960000 sec): 3 clusters
  Score: Raw -411562.872377 + Penalty 2690.158900 = -408872.713477
  nChanged 1
		SP:Iteration 29Q (150596.160000 sec): 3 clusters
  Score: Raw -411563.048061 + Penalty 2690.158900 = -408872.889161
  nChanged 0
		SP:Iteration 30F (150596.370000 sec): 3 clusters
  Score: Raw -411563.048061 + Penalty 2690.158900 = -408872.889161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150596.430000 sec): 2 clusters
  Score: Raw -64123.084916 + Penalty 1035.664466 = -63087.420450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150596.610000 sec): 3 clusters
  Score: Raw -64018.353102 + Penalty 2071.328932 = -61947.024171
  nChanged 155
		SP:Iteration 1F (150596.760000 sec): 3 clusters
  Score: Raw -64224.176014 + Penalty 2071.328932 = -62152.847083
  nChanged 42
		SP:Iteration 2F (150596.930000 sec): 3 clusters
  Score: Raw -64349.266841 + Penalty 2071.328932 = -62277.937909
  nChanged 34
		SP:Iteration 3F (150597.080000 sec): 3 clusters
  Score: Raw -64409.265141 + Penalty 2071.328932 = -62337.936209
  nChanged 18
		SP:Iteration 4Q (150597.240000 sec): 3 clusters
  Score: Raw -64436.152019 + Penalty 2071.328932 = -62364.823088
  nChanged 18
		SP:Iteration 5Q (150597.420000 sec): 3 clusters
  Score: Raw -64461.710230 + Penalty 2071.328932 = -62390.381298
  nChanged 13
		SP:Iteration 6Q (150597.530000 sec): 3 clusters
  Score: Raw -64481.094153 + Penalty 2071.328932 = -62409.765221
  nChanged 13
		SP:Iteration 7Q (150597.720000 sec): 3 clusters
  Score: Raw -64504.054169 + Penalty 2071.328932 = -62432.725237
  nChanged 13
		SP:Iteration 8Q (150597.850000 sec): 3 clusters
  Score: Raw -64525.220910 + Penalty 2071.328932 = -62453.891978
  nChanged 12
		SP:Iteration 9Q (150598.010000 sec): 3 clusters
  Score: Raw -64542.935040 + Penalty 2071.328932 = -62471.606109
  nChanged 6
		SP:Iteration 10Q (150598.180000 sec): 3 clusters
  Score: Raw -64551.355116 + Penalty 2071.328932 = -62480.026185
  nChanged 5
		SP:Iteration 11Q (150598.290000 sec): 3 clusters
  Score: Raw -64556.764032 + Penalty 2071.328932 = -62485.435100
  nChanged 4
		SP:Iteration 12Q (150598.460000 sec): 3 clusters
  Score: Raw -64559.637225 + Penalty 2071.328932 = -62488.308293
  nChanged 3
		SP:Iteration 13Q (150598.620000 sec): 3 clusters
  Score: Raw -64562.877468 + Penalty 2071.328932 = -62491.548536
  nChanged 2
		SP:Iteration 14Q (150598.740000 sec): 3 clusters
  Score: Raw -64564.505733 + Penalty 2071.328932 = -62493.176802
  nChanged 0
		SP:Iteration 15F (150598.920000 sec): 3 clusters
  Score: Raw -64564.505733 + Penalty 2071.328932 = -62493.176802
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150599.000000 sec): 2 clusters
  Score: Raw -285500.280839 + Penalty 1281.182489 = -284219.098349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150599.090000 sec): 3 clusters
  Score: Raw -284310.097242 + Penalty 2562.364978 = -281747.732264
  nChanged 973
		SP:Iteration 1F (150599.260000 sec): 3 clusters
  Score: Raw -284955.126228 + Penalty 2562.364978 = -282392.761250
  nChanged 225
		SP:Iteration 2F (150599.430000 sec): 3 clusters
  Score: Raw -285107.427196 + Penalty 2562.364978 = -282545.062218
  nChanged 134
		SP:Iteration 3F (150599.590000 sec): 3 clusters
  Score: Raw -285203.313470 + Penalty 2562.364978 = -282640.948492
  nChanged 110
		SP:Iteration 4Q (150599.750000 sec): 3 clusters
  Score: Raw -285272.971001 + Penalty 2562.364978 = -282710.606023
  nChanged 76
		SP:Iteration 5Q (150599.880000 sec): 3 clusters
  Score: Raw -285320.947604 + Penalty 2562.364978 = -282758.582626
  nChanged 75
		SP:Iteration 6Q (150600.020000 sec): 3 clusters
  Score: Raw -285360.362806 + Penalty 2562.364978 = -282797.997827
  nChanged 52
		SP:Iteration 7Q (150600.110000 sec): 3 clusters
  Score: Raw -285385.191249 + Penalty 2562.364978 = -282822.826270
  nChanged 45
		SP:Iteration 8Q (150600.290000 sec): 3 clusters
  Score: Raw -285409.345806 + Penalty 2562.364978 = -282846.980827
  nChanged 39
		SP:Iteration 9Q (150600.450000 sec): 3 clusters
  Score: Raw -285429.254045 + Penalty 2562.364978 = -282866.889067
  nChanged 38
		SP:Iteration 10Q (150600.620000 sec): 3 clusters
  Score: Raw -285449.611610 + Penalty 2562.364978 = -282887.246632
  nChanged 44
		SP:Iteration 11Q (150600.760000 sec): 3 clusters
  Score: Raw -285473.580866 + Penalty 2562.364978 = -282911.215888
  nChanged 47
		SP:Iteration 12Q (150600.900000 sec): 3 clusters
  Score: Raw -285506.587295 + Penalty 2562.364978 = -282944.222317
  nChanged 58
		SP:Iteration 13Q (150601.050000 sec): 3 clusters
  Score: Raw -285548.839728 + Penalty 2562.364978 = -282986.474749
  nChanged 55
		SP:Iteration 14Q (150601.210000 sec): 3 clusters
  Score: Raw -285583.707321 + Penalty 2562.364978 = -283021.342343
  nChanged 49
		SP:Iteration 15Q (150601.380000 sec): 3 clusters
  Score: Raw -285623.602224 + Penalty 2562.364978 = -283061.237246
  nChanged 59
		SP:Iteration 16Q (150601.550000 sec): 3 clusters
  Score: Raw -285670.685422 + Penalty 2562.364978 = -283108.320444
  nChanged 57
		SP:Iteration 17Q (150601.690000 sec): 3 clusters
  Score: Raw -285718.420813 + Penalty 2562.364978 = -283156.055835
  nChanged 54
		SP:Iteration 18Q (150601.830000 sec): 3 clusters
  Score: Raw -285758.339711 + Penalty 2562.364978 = -283195.974732
  nChanged 39
		SP:Iteration 19Q (150601.970000 sec): 3 clusters
  Score: Raw -285782.302909 + Penalty 2562.364978 = -283219.937931
  nChanged 34
		SP:Iteration 20F (150602.140000 sec): 3 clusters
  Score: Raw -285798.415622 + Penalty 2562.364978 = -283236.050643
  nChanged 19
		SP:Iteration 21Q (150602.300000 sec): 3 clusters
  Score: Raw -285807.675207 + Penalty 2562.364978 = -283245.310229
  nChanged 13
		SP:Iteration 22Q (150602.460000 sec): 3 clusters
  Score: Raw -285815.019812 + Penalty 2562.364978 = -283252.654834
  nChanged 15
		SP:Iteration 23Q (150602.630000 sec): 3 clusters
  Score: Raw -285822.443207 + Penalty 2562.364978 = -283260.078228
  nChanged 13
		SP:Iteration 24Q (150602.790000 sec): 3 clusters
  Score: Raw -285829.128660 + Penalty 2562.364978 = -283266.763682
  nChanged 12
		SP:Iteration 25Q (150602.960000 sec): 3 clusters
  Score: Raw -285834.364870 + Penalty 2562.364978 = -283271.999892
  nChanged 13
		SP:Iteration 26Q (150603.130000 sec): 3 clusters
  Score: Raw -285842.288027 + Penalty 2562.364978 = -283279.923048
  nChanged 17
		SP:Iteration 27Q (150603.310000 sec): 3 clusters
  Score: Raw -285855.387518 + Penalty 2562.364978 = -283293.022539
  nChanged 24
		SP:Iteration 28Q (150603.440000 sec): 3 clusters
  Score: Raw -285868.777911 + Penalty 2562.364978 = -283306.412932
  nChanged 17
		SP:Iteration 29Q (150603.580000 sec): 3 clusters
  Score: Raw -285878.292189 + Penalty 2562.364978 = -283315.927211
  nChanged 14
		SP:Iteration 30Q (150603.690000 sec): 3 clusters
  Score: Raw -285887.192504 + Penalty 2562.364978 = -283324.827525
  nChanged 17
		SP:Iteration 31Q (150603.830000 sec): 3 clusters
  Score: Raw -285899.830948 + Penalty 2562.364978 = -283337.465970
  nChanged 23
		SP:Iteration 32Q (150603.970000 sec): 3 clusters
  Score: Raw -285921.735832 + Penalty 2562.364978 = -283359.370853
  nChanged 31
		SP:Iteration 33Q (150604.100000 sec): 3 clusters
  Score: Raw -285948.303312 + Penalty 2562.364978 = -283385.938333
  nChanged 34
		SP:Iteration 34Q (150604.200000 sec): 3 clusters
  Score: Raw -285976.992245 + Penalty 2562.364978 = -283414.627267
  nChanged 36
		SP:Iteration 35Q (150604.300000 sec): 3 clusters
  Score: Raw -286007.685657 + Penalty 2562.364978 = -283445.320678
  nChanged 29
		SP:Iteration 36Q (150604.390000 sec): 3 clusters
  Score: Raw -286033.509471 + Penalty 2562.364978 = -283471.144492
  nChanged 34
		SP:Iteration 37Q (150604.490000 sec): 3 clusters
  Score: Raw -286057.782637 + Penalty 2562.364978 = -283495.417658
  nChanged 29
		SP:Iteration 38Q (150604.590000 sec): 3 clusters
  Score: Raw -286076.132613 + Penalty 2562.364978 = -283513.767635
  nChanged 21
		SP:Iteration 39Q (150604.680000 sec): 3 clusters
  Score: Raw -286089.765355 + Penalty 2562.364978 = -283527.400377
  nChanged 19
		SP:Iteration 40F (150604.780000 sec): 3 clusters
  Score: Raw -286102.025473 + Penalty 2562.364978 = -283539.660495
  nChanged 16
		SP:Iteration 41Q (150604.940000 sec): 3 clusters
  Score: Raw -286111.003894 + Penalty 2562.364978 = -283548.638916
  nChanged 17
		SP:Iteration 42Q (150605.070000 sec): 3 clusters
  Score: Raw -286120.737029 + Penalty 2562.364978 = -283558.372051
  nChanged 16
		SP:Iteration 43Q (150605.200000 sec): 3 clusters
  Score: Raw -286130.119291 + Penalty 2562.364978 = -283567.754312
  nChanged 18
		SP:Iteration 44Q (150605.360000 sec): 3 clusters
  Score: Raw -286143.884513 + Penalty 2562.364978 = -283581.519535
  nChanged 25
		SP:Iteration 45Q (150605.520000 sec): 3 clusters
  Score: Raw -286162.844289 + Penalty 2562.364978 = -283600.479310
  nChanged 19
		SP:Iteration 46Q (150605.710000 sec): 3 clusters
  Score: Raw -286174.421256 + Penalty 2562.364978 = -283612.056278
  nChanged 15
		SP:Iteration 47Q (150605.880000 sec): 3 clusters
  Score: Raw -286184.627743 + Penalty 2562.364978 = -283622.262764
  nChanged 16
		SP:Iteration 48Q (150606.060000 sec): 3 clusters
  Score: Raw -286193.940709 + Penalty 2562.364978 = -283631.575731
  nChanged 14
		SP:Iteration 49Q (150606.210000 sec): 3 clusters
  Score: Raw -286203.657570 + Penalty 2562.364978 = -283641.292592
  nChanged 15
		SP:Iteration 50Q (150606.390000 sec): 3 clusters
  Score: Raw -286211.743144 + Penalty 2562.364978 = -283649.378165
  nChanged 12
		SP:Iteration 51Q (150606.510000 sec): 3 clusters
  Score: Raw -286216.419954 + Penalty 2562.364978 = -283654.054975
  nChanged 4
		SP:Iteration 52Q (150606.700000 sec): 3 clusters
  Score: Raw -286217.698651 + Penalty 2562.364978 = -283655.333672
  nChanged 1
		SP:Iteration 53Q (150606.870000 sec): 3 clusters
  Score: Raw -286217.975730 + Penalty 2562.364978 = -283655.610751
  nChanged 0
		SP:Iteration 54F (150607.040000 sec): 3 clusters
  Score: Raw -286217.975730 + Penalty 2562.364978 = -283655.610751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150607.150000 sec): 2 clusters
  Score: Raw -947839.031323 + Penalty 1472.718634 = -946366.312689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150607.350000 sec): 3 clusters
  Score: Raw -943104.796697 + Penalty 2945.437268 = -940159.359428
  nChanged 3638
		SP:Iteration 1F (150607.540000 sec): 3 clusters
  Score: Raw -944964.653695 + Penalty 2945.437268 = -942019.216427
  nChanged 533
		SP:Iteration 2F (150607.710000 sec): 3 clusters
  Score: Raw -945171.283909 + Penalty 2945.437268 = -942225.846641
  nChanged 394
		SP:Iteration 3Q (150607.920000 sec): 3 clusters
  Score: Raw -945316.519578 + Penalty 2945.437268 = -942371.082310
  nChanged 319
		SP:Iteration 4Q (150608.150000 sec): 3 clusters
  Score: Raw -945432.549667 + Penalty 2945.437268 = -942487.112399
  nChanged 293
		SP:Iteration 5Q (150608.310000 sec): 3 clusters
  Score: Raw -945535.596685 + Penalty 2945.437268 = -942590.159417
  nChanged 271
		SP:Iteration 6Q (150608.500000 sec): 3 clusters
  Score: Raw -945635.480575 + Penalty 2945.437268 = -942690.043306
  nChanged 256
		SP:Iteration 7Q (150608.710000 sec): 3 clusters
  Score: Raw -945736.041162 + Penalty 2945.437268 = -942790.603893
  nChanged 244
		SP:Iteration 8Q (150608.870000 sec): 3 clusters
  Score: Raw -945820.748558 + Penalty 2945.437268 = -942875.311289
  nChanged 203
		SP:Iteration 9Q (150609.070000 sec): 3 clusters
  Score: Raw -945890.193394 + Penalty 2945.437268 = -942944.756126
  nChanged 217
		SP:Iteration 10Q (150609.260000 sec): 3 clusters
  Score: Raw -945975.376403 + Penalty 2945.437268 = -943029.939134
  nChanged 244
		SP:Iteration 11Q (150609.440000 sec): 3 clusters
  Score: Raw -946078.774179 + Penalty 2945.437268 = -943133.336910
  nChanged 241
		SP:Iteration 12Q (150609.640000 sec): 3 clusters
  Score: Raw -946183.366772 + Penalty 2945.437268 = -943237.929504
  nChanged 267
		SP:Iteration 13Q (150609.800000 sec): 3 clusters
  Score: Raw -946322.081039 + Penalty 2945.437268 = -943376.643771
  nChanged 337
		SP:Iteration 14Q (150609.950000 sec): 3 clusters
  Score: Raw -946525.956714 + Penalty 2945.437268 = -943580.519445
  nChanged 367
		SP:Iteration 15Q (150610.170000 sec): 3 clusters
  Score: Raw -946758.840220 + Penalty 2945.437268 = -943813.402952
  nChanged 335
		SP:Iteration 16Q (150610.390000 sec): 3 clusters
  Score: Raw -946979.718301 + Penalty 2945.437268 = -944034.281032
  nChanged 314
		SP:Iteration 17Q (150610.570000 sec): 3 clusters
  Score: Raw -947186.043908 + Penalty 2945.437268 = -944240.606639
  nChanged 266
		SP:Iteration 18Q (150610.750000 sec): 3 clusters
  Score: Raw -947380.162909 + Penalty 2945.437268 = -944434.725641
  nChanged 252
		SP:Iteration 19Q (150610.940000 sec): 3 clusters
  Score: Raw -947561.825321 + Penalty 2945.437268 = -944616.388053
  nChanged 187
		SP:Iteration 20F (150611.110000 sec): 3 clusters
  Score: Raw -947710.251868 + Penalty 2945.437268 = -944764.814600
  nChanged 117
		SP:Iteration 21Q (150611.310000 sec): 3 clusters
  Score: Raw -947798.188275 + Penalty 2945.437268 = -944852.751007
  nChanged 91
		SP:Iteration 22Q (150611.500000 sec): 3 clusters
  Score: Raw -947870.562873 + Penalty 2945.437268 = -944925.125605
  nChanged 60
		SP:Iteration 23Q (150611.690000 sec): 3 clusters
  Score: Raw -947929.653553 + Penalty 2945.437268 = -944984.216285
  nChanged 48
		SP:Iteration 24Q (150611.860000 sec): 3 clusters
  Score: Raw -947976.666063 + Penalty 2945.437268 = -945031.228795
  nChanged 30
		SP:Iteration 25Q (150612.040000 sec): 3 clusters
  Score: Raw -948004.485784 + Penalty 2945.437268 = -945059.048515
  nChanged 23
		SP:Iteration 26Q (150612.200000 sec): 3 clusters
  Score: Raw -948022.195668 + Penalty 2945.437268 = -945076.758400
  nChanged 7
		SP:Iteration 27Q (150612.410000 sec): 3 clusters
  Score: Raw -948028.595860 + Penalty 2945.437268 = -945083.158592
  nChanged 9
		SP:Iteration 28Q (150612.630000 sec): 3 clusters
  Score: Raw -948036.603676 + Penalty 2945.437268 = -945091.166408
  nChanged 9
		SP:Iteration 29Q (150612.810000 sec): 3 clusters
  Score: Raw -948047.714252 + Penalty 2945.437268 = -945102.276984
  nChanged 8
		SP:Iteration 30Q (150612.990000 sec): 3 clusters
  Score: Raw -948055.240242 + Penalty 2945.437268 = -945109.802974
  nChanged 7
		SP:Iteration 31Q (150613.170000 sec): 3 clusters
  Score: Raw -948060.260729 + Penalty 2945.437268 = -945114.823460
  nChanged 4
		SP:Iteration 32Q (150613.320000 sec): 3 clusters
  Score: Raw -948063.375808 + Penalty 2945.437268 = -945117.938539
  nChanged 2
		SP:Iteration 33Q (150613.540000 sec): 3 clusters
  Score: Raw -948064.943223 + Penalty 2945.437268 = -945119.505955
  nChanged 2
		SP:Iteration 34Q (150613.710000 sec): 3 clusters
  Score: Raw -948066.901613 + Penalty 2945.437268 = -945121.464344
  nChanged 1
		SP:Iteration 35Q (150613.920000 sec): 3 clusters
  Score: Raw -948067.476449 + Penalty 2945.437268 = -945122.039180
  nChanged 0
		SP:Iteration 36F (150614.090000 sec): 3 clusters
  Score: Raw -948067.476449 + Penalty 2945.437268 = -945122.039180
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (1071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150614.200000 sec): 2 clusters
  Score: Raw -101079.694556 + Penalty 1133.656561 = -99946.037995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150614.350000 sec): 3 clusters
  Score: Raw -100727.939513 + Penalty 2267.313123 = -98460.626390
  nChanged 330
		SP:Iteration 1F (150614.520000 sec): 3 clusters
  Score: Raw -101052.439528 + Penalty 2267.313123 = -98785.126405
  nChanged 104
		SP:Iteration 2F (150614.690000 sec): 3 clusters
  Score: Raw -101189.632456 + Penalty 2267.313123 = -98922.319333
  nChanged 72
		SP:Iteration 3F (150614.820000 sec): 3 clusters
  Score: Raw -101270.998513 + Penalty 2267.313123 = -99003.685390
  nChanged 41
		SP:Iteration 4Q (150614.920000 sec): 3 clusters
  Score: Raw -101326.324895 + Penalty 2267.313123 = -99059.011772
  nChanged 34
		SP:Iteration 5Q (150615.100000 sec): 3 clusters
  Score: Raw -101370.719975 + Penalty 2267.313123 = -99103.406852
  nChanged 28
		SP:Iteration 6Q (150615.280000 sec): 3 clusters
  Score: Raw -101405.348927 + Penalty 2267.313123 = -99138.035804
  nChanged 22
		SP:Iteration 7Q (150615.430000 sec): 3 clusters
  Score: Raw -101434.338725 + Penalty 2267.313123 = -99167.025602
  nChanged 20
		SP:Iteration 8Q (150615.590000 sec): 3 clusters
  Score: Raw -101458.336126 + Penalty 2267.313123 = -99191.023003
  nChanged 13
		SP:Iteration 9Q (150615.730000 sec): 3 clusters
  Score: Raw -101470.997554 + Penalty 2267.313123 = -99203.684431
  nChanged 6
		SP:Iteration 10Q (150615.880000 sec): 3 clusters
  Score: Raw -101478.976544 + Penalty 2267.313123 = -99211.663421
  nChanged 5
		SP:Iteration 11Q (150616.020000 sec): 3 clusters
  Score: Raw -101483.134877 + Penalty 2267.313123 = -99215.821755
  nChanged 1
		SP:Iteration 12Q (150616.190000 sec): 3 clusters
  Score: Raw -101484.099501 + Penalty 2267.313123 = -99216.786378
  nChanged 3
		SP:Iteration 13Q (150616.340000 sec): 3 clusters
  Score: Raw -101487.870729 + Penalty 2267.313123 = -99220.557606
  nChanged 4
		SP:Iteration 14Q (150616.460000 sec): 3 clusters
  Score: Raw -101491.998970 + Penalty 2267.313123 = -99224.685847
  nChanged 5
		SP:Iteration 15Q (150616.640000 sec): 3 clusters
  Score: Raw -101496.562413 + Penalty 2267.313123 = -99229.249290
  nChanged 3
		SP:Iteration 16Q (150616.790000 sec): 3 clusters
  Score: Raw -101500.509861 + Penalty 2267.313123 = -99233.196738
  nChanged 5
		SP:Iteration 17Q (150616.970000 sec): 3 clusters
  Score: Raw -101503.282048 + Penalty 2267.313123 = -99235.968925
  nChanged 2
		SP:Iteration 18Q (150617.100000 sec): 3 clusters
  Score: Raw -101505.264816 + Penalty 2267.313123 = -99237.951693
  nChanged 0
		SP:Iteration 19F (150617.240000 sec): 3 clusters
  Score: Raw -101505.264816 + Penalty 2267.313123 = -99237.951693
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150617.320000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150617.410000 sec): 3 clusters
  Score: Raw -36120.624472 + Penalty 1900.092602 = -34220.531870
  nChanged 77
		SP:Iteration 1F (150617.550000 sec): 3 clusters
  Score: Raw -36313.637958 + Penalty 1900.092602 = -34413.545356
  nChanged 19
		SP:Iteration 2F (150617.660000 sec): 3 clusters
  Score: Raw -36371.618561 + Penalty 1900.092602 = -34471.525959
  nChanged 9
		SP:Iteration 3Q (150617.820000 sec): 3 clusters
  Score: Raw -36391.454691 + Penalty 1900.092602 = -34491.362089
  nChanged 6
		SP:Iteration 4Q (150617.980000 sec): 3 clusters
  Score: Raw -36407.264927 + Penalty 1900.092602 = -34507.172325
  nChanged 6
		SP:Iteration 5Q (150618.160000 sec): 3 clusters
  Score: Raw -36422.126967 + Penalty 1900.092602 = -34522.034366
  nChanged 3
		SP:Iteration 6Q (150618.330000 sec): 3 clusters
  Score: Raw -36426.674843 + Penalty 1900.092602 = -34526.582241
  nChanged 1
		SP:Iteration 7Q (150618.500000 sec): 3 clusters
  Score: Raw -36427.607853 + Penalty 1900.092602 = -34527.515251
  nChanged 0
		SP:Iteration 8F (150618.670000 sec): 3 clusters
  Score: Raw -36427.607853 + Penalty 1900.092602 = -34527.515251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (6848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150618.840000 sec): 2 clusters
  Score: Raw -747003.602266 + Penalty 1435.153187 = -745568.449079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150619.000000 sec): 3 clusters
  Score: Raw -743245.231951 + Penalty 2870.306373 = -740374.925578
  nChanged 2933
		SP:Iteration 1F (150619.190000 sec): 3 clusters
  Score: Raw -744798.117181 + Penalty 2870.306373 = -741927.810808
  nChanged 511
		SP:Iteration 2F (150619.410000 sec): 3 clusters
  Score: Raw -745071.249667 + Penalty 2870.306373 = -742200.943294
  nChanged 417
		SP:Iteration 3F (150619.570000 sec): 3 clusters
  Score: Raw -745291.840712 + Penalty 2870.306373 = -742421.534339
  nChanged 352
		SP:Iteration 4F (150619.760000 sec): 3 clusters
  Score: Raw -745469.826021 + Penalty 2870.306373 = -742599.519648
  nChanged 296
		SP:Iteration 5Q (150619.970000 sec): 3 clusters
  Score: Raw -745619.041265 + Penalty 2870.306373 = -742748.734892
  nChanged 280
		SP:Iteration 6Q (150620.170000 sec): 3 clusters
  Score: Raw -745755.930459 + Penalty 2870.306373 = -742885.624086
  nChanged 252
		SP:Iteration 7Q (150620.350000 sec): 3 clusters
  Score: Raw -745888.004638 + Penalty 2870.306373 = -743017.698265
  nChanged 253
		SP:Iteration 8Q (150620.550000 sec): 3 clusters
  Score: Raw -746018.538573 + Penalty 2870.306373 = -743148.232200
  nChanged 229
		SP:Iteration 9Q (150620.720000 sec): 3 clusters
  Score: Raw -746153.316589 + Penalty 2870.306373 = -743283.010215
  nChanged 219
		SP:Iteration 10Q (150620.900000 sec): 3 clusters
  Score: Raw -746283.901308 + Penalty 2870.306373 = -743413.594935
  nChanged 219
		SP:Iteration 11Q (150621.110000 sec): 3 clusters
  Score: Raw -746429.665464 + Penalty 2870.306373 = -743559.359091
  nChanged 190
		SP:Iteration 12Q (150621.290000 sec): 3 clusters
  Score: Raw -746550.809160 + Penalty 2870.306373 = -743680.502787
  nChanged 164
		SP:Iteration 13Q (150621.500000 sec): 3 clusters
  Score: Raw -746659.053840 + Penalty 2870.306373 = -743788.747467
  nChanged 136
		SP:Iteration 14Q (150621.670000 sec): 3 clusters
  Score: Raw -746747.312222 + Penalty 2870.306373 = -743877.005848
  nChanged 131
		SP:Iteration 15Q (150621.910000 sec): 3 clusters
  Score: Raw -746819.979794 + Penalty 2870.306373 = -743949.673421
  nChanged 102
		SP:Iteration 16Q (150622.120000 sec): 3 clusters
  Score: Raw -746884.685832 + Penalty 2870.306373 = -744014.379459
  nChanged 75
		SP:Iteration 17Q (150622.280000 sec): 3 clusters
  Score: Raw -746951.519061 + Penalty 2870.306373 = -744081.212688
  nChanged 76
		SP:Iteration 18Q (150622.500000 sec): 3 clusters
  Score: Raw -747013.058468 + Penalty 2870.306373 = -744142.752095
  nChanged 59
		SP:Iteration 19Q (150622.690000 sec): 3 clusters
  Score: Raw -747046.217981 + Penalty 2870.306373 = -744175.911607
  nChanged 35
		SP:Iteration 20F (150622.880000 sec): 3 clusters
  Score: Raw -747068.161553 + Penalty 2870.306373 = -744197.855180
  nChanged 35
		SP:Iteration 21Q (150623.090000 sec): 3 clusters
  Score: Raw -747089.550658 + Penalty 2870.306373 = -744219.244284
  nChanged 31
		SP:Iteration 22Q (150623.260000 sec): 3 clusters
  Score: Raw -747108.920197 + Penalty 2870.306373 = -744238.613824
  nChanged 33
		SP:Iteration 23Q (150623.430000 sec): 3 clusters
  Score: Raw -747127.924061 + Penalty 2870.306373 = -744257.617687
  nChanged 20
		SP:Iteration 24Q (150623.630000 sec): 3 clusters
  Score: Raw -747141.285424 + Penalty 2870.306373 = -744270.979051
  nChanged 15
		SP:Iteration 25Q (150623.800000 sec): 3 clusters
  Score: Raw -747150.937076 + Penalty 2870.306373 = -744280.630702
  nChanged 14
		SP:Iteration 26Q (150623.980000 sec): 3 clusters
  Score: Raw -747159.620566 + Penalty 2870.306373 = -744289.314192
  nChanged 10
		SP:Iteration 27Q (150624.140000 sec): 3 clusters
  Score: Raw -747165.330137 + Penalty 2870.306373 = -744295.023764
  nChanged 10
		SP:Iteration 28Q (150624.280000 sec): 3 clusters
  Score: Raw -747170.797827 + Penalty 2870.306373 = -744300.491454
  nChanged 7
		SP:Iteration 29Q (150624.480000 sec): 3 clusters
  Score: Raw -747175.101942 + Penalty 2870.306373 = -744304.795569
  nChanged 11
		SP:Iteration 30Q (150624.680000 sec): 3 clusters
  Score: Raw -747182.000955 + Penalty 2870.306373 = -744311.694582
  nChanged 16
		SP:Iteration 31Q (150624.830000 sec): 3 clusters
  Score: Raw -747193.822876 + Penalty 2870.306373 = -744323.516503
  nChanged 12
		SP:Iteration 32Q (150625.040000 sec): 3 clusters
  Score: Raw -747204.636176 + Penalty 2870.306373 = -744334.329803
  nChanged 14
		SP:Iteration 33Q (150625.240000 sec): 3 clusters
  Score: Raw -747217.917635 + Penalty 2870.306373 = -744347.611262
  nChanged 5
		SP:Iteration 34Q (150625.420000 sec): 3 clusters
  Score: Raw -747220.241558 + Penalty 2870.306373 = -744349.935185
  nChanged 4
		SP:Iteration 35Q (150625.600000 sec): 3 clusters
  Score: Raw -747221.311911 + Penalty 2870.306373 = -744351.005538
  nChanged 0
		SP:Iteration 36F (150625.840000 sec): 3 clusters
  Score: Raw -747221.311911 + Penalty 2870.306373 = -744351.005538
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (5333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150625.910000 sec): 2 clusters
  Score: Raw -537022.076560 + Penalty 1394.521247 = -535627.555313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150626.120000 sec): 3 clusters
  Score: Raw -534262.523502 + Penalty 2789.042493 = -531473.481009
  nChanged 2177
		SP:Iteration 1F (150626.290000 sec): 3 clusters
  Score: Raw -535688.410952 + Penalty 2789.042493 = -532899.368458
  nChanged 468
		SP:Iteration 2F (150626.480000 sec): 3 clusters
  Score: Raw -536060.894652 + Penalty 2789.042493 = -533271.852159
  nChanged 379
		SP:Iteration 3F (150626.670000 sec): 3 clusters
  Score: Raw -536351.767107 + Penalty 2789.042493 = -533562.724614
  nChanged 322
		SP:Iteration 4F (150626.840000 sec): 3 clusters
  Score: Raw -536580.380598 + Penalty 2789.042493 = -533791.338104
  nChanged 293
		SP:Iteration 5F (150627.030000 sec): 3 clusters
  Score: Raw -536776.137780 + Penalty 2789.042493 = -533987.095286
  nChanged 206
		SP:Iteration 6Q (150627.190000 sec): 3 clusters
  Score: Raw -536901.222764 + Penalty 2789.042493 = -534112.180270
  nChanged 165
		SP:Iteration 7Q (150627.400000 sec): 3 clusters
  Score: Raw -537007.375831 + Penalty 2789.042493 = -534218.333338
  nChanged 156
		SP:Iteration 8Q (150627.560000 sec): 3 clusters
  Score: Raw -537097.758171 + Penalty 2789.042493 = -534308.715678
  nChanged 131
		SP:Iteration 9Q (150627.770000 sec): 3 clusters
  Score: Raw -537164.555837 + Penalty 2789.042493 = -534375.513344
  nChanged 104
		SP:Iteration 10Q (150627.950000 sec): 3 clusters
  Score: Raw -537205.642482 + Penalty 2789.042493 = -534416.599988
  nChanged 68
		SP:Iteration 11Q (150628.120000 sec): 3 clusters
  Score: Raw -537232.943915 + Penalty 2789.042493 = -534443.901422
  nChanged 53
		SP:Iteration 12Q (150628.280000 sec): 3 clusters
  Score: Raw -537257.362493 + Penalty 2789.042493 = -534468.320000
  nChanged 54
		SP:Iteration 13Q (150628.450000 sec): 3 clusters
  Score: Raw -537272.700038 + Penalty 2789.042493 = -534483.657544
  nChanged 38
		SP:Iteration 14Q (150628.560000 sec): 3 clusters
  Score: Raw -537284.287933 + Penalty 2789.042493 = -534495.245439
  nChanged 28
		SP:Iteration 15Q (150628.800000 sec): 3 clusters
  Score: Raw -537293.552071 + Penalty 2789.042493 = -534504.509577
  nChanged 27
		SP:Iteration 16Q (150628.980000 sec): 3 clusters
  Score: Raw -537301.692313 + Penalty 2789.042493 = -534512.649820
  nChanged 22
		SP:Iteration 17Q (150629.170000 sec): 3 clusters
  Score: Raw -537308.119002 + Penalty 2789.042493 = -534519.076508
  nChanged 21
		SP:Iteration 18Q (150629.350000 sec): 3 clusters
  Score: Raw -537313.223976 + Penalty 2789.042493 = -534524.181482
  nChanged 15
		SP:Iteration 19Q (150629.550000 sec): 3 clusters
  Score: Raw -537316.804641 + Penalty 2789.042493 = -534527.762148
  nChanged 17
		SP:Iteration 20F (150629.690000 sec): 3 clusters
  Score: Raw -537321.190462 + Penalty 2789.042493 = -534532.147969
  nChanged 13
		SP:Iteration 21Q (150629.860000 sec): 3 clusters
  Score: Raw -537324.253606 + Penalty 2789.042493 = -534535.211112
  nChanged 10
		SP:Iteration 22Q (150630.040000 sec): 3 clusters
  Score: Raw -537326.636909 + Penalty 2789.042493 = -534537.594416
  nChanged 10
		SP:Iteration 23Q (150630.240000 sec): 3 clusters
  Score: Raw -537329.896885 + Penalty 2789.042493 = -534540.854391
  nChanged 12
		SP:Iteration 24Q (150630.430000 sec): 3 clusters
  Score: Raw -537333.770639 + Penalty 2789.042493 = -534544.728146
  nChanged 18
		SP:Iteration 25Q (150630.600000 sec): 3 clusters
  Score: Raw -537338.153253 + Penalty 2789.042493 = -534549.110759
  nChanged 13
		SP:Iteration 26Q (150630.810000 sec): 3 clusters
  Score: Raw -537340.792931 + Penalty 2789.042493 = -534551.750437
  nChanged 11
		SP:Iteration 27Q (150631.020000 sec): 3 clusters
  Score: Raw -537342.864788 + Penalty 2789.042493 = -534553.822295
  nChanged 12
		SP:Iteration 28Q (150631.190000 sec): 3 clusters
  Score: Raw -537345.640361 + Penalty 2789.042493 = -534556.597867
  nChanged 14
		SP:Iteration 29Q (150631.400000 sec): 3 clusters
  Score: Raw -537349.318742 + Penalty 2789.042493 = -534560.276249
  nChanged 8
		SP:Iteration 30Q (150631.580000 sec): 3 clusters
  Score: Raw -537351.156943 + Penalty 2789.042493 = -534562.114449
  nChanged 9
		SP:Iteration 31Q (150631.730000 sec): 3 clusters
  Score: Raw -537352.813915 + Penalty 2789.042493 = -534563.771422
  nChanged 4
		SP:Iteration 32Q (150631.920000 sec): 3 clusters
  Score: Raw -537353.980756 + Penalty 2789.042493 = -534564.938262
  nChanged 2
		SP:Iteration 33Q (150632.100000 sec): 3 clusters
  Score: Raw -537354.398602 + Penalty 2789.042493 = -534565.356108
  nChanged 3
		SP:Iteration 34Q (150632.330000 sec): 3 clusters
  Score: Raw -537354.789270 + Penalty 2789.042493 = -534565.746776
  nChanged 2
		SP:Iteration 35Q (150632.510000 sec): 3 clusters
  Score: Raw -537355.522031 + Penalty 2789.042493 = -534566.479537
  nChanged 5
		SP:Iteration 36Q (150632.740000 sec): 3 clusters
  Score: Raw -537356.862131 + Penalty 2789.042493 = -534567.819637
  nChanged 3
		SP:Iteration 37Q (150632.900000 sec): 3 clusters
  Score: Raw -537357.352995 + Penalty 2789.042493 = -534568.310502
  nChanged 6
		SP:Iteration 38Q (150633.070000 sec): 3 clusters
  Score: Raw -537358.681555 + Penalty 2789.042493 = -534569.639061
  nChanged 10
		SP:Iteration 39Q (150633.280000 sec): 3 clusters
  Score: Raw -537361.172894 + Penalty 2789.042493 = -534572.130401
  nChanged 7
		SP:Iteration 40F (150633.420000 sec): 3 clusters
  Score: Raw -537362.097054 + Penalty 2789.042493 = -534573.054561
  nChanged 4
		SP:Iteration 41Q (150633.600000 sec): 3 clusters
  Score: Raw -537362.800668 + Penalty 2789.042493 = -534573.758175
  nChanged 4
		SP:Iteration 42Q (150633.780000 sec): 3 clusters
  Score: Raw -537363.438126 + Penalty 2789.042493 = -534574.395633
  nChanged 5
		SP:Iteration 43Q (150633.970000 sec): 3 clusters
  Score: Raw -537363.953011 + Penalty 2789.042493 = -534574.910517
  nChanged 1
		SP:Iteration 44Q (150634.200000 sec): 3 clusters
  Score: Raw -537364.062510 + Penalty 2789.042493 = -534575.020017
  nChanged 1
		SP:Iteration 45Q (150634.340000 sec): 3 clusters
  Score: Raw -537364.453704 + Penalty 2789.042493 = -534575.411211
  nChanged 3
		SP:Iteration 46Q (150634.490000 sec): 3 clusters
  Score: Raw -537365.119923 + Penalty 2789.042493 = -534576.077429
  nChanged 3
		SP:Iteration 47Q (150634.660000 sec): 3 clusters
  Score: Raw -537365.901896 + Penalty 2789.042493 = -534576.859403
  nChanged 7
		SP:Iteration 48Q (150634.840000 sec): 3 clusters
  Score: Raw -537367.600682 + Penalty 2789.042493 = -534578.558189
  nChanged 8
		SP:Iteration 49Q (150635.020000 sec): 3 clusters
  Score: Raw -537370.245810 + Penalty 2789.042493 = -534581.203316
  nChanged 15
		SP:Iteration 50Q (150635.230000 sec): 3 clusters
  Score: Raw -537373.878067 + Penalty 2789.042493 = -534584.835574
  nChanged 10
		SP:Iteration 51Q (150635.400000 sec): 3 clusters
  Score: Raw -537376.399313 + Penalty 2789.042493 = -534587.356820
  nChanged 12
		SP:Iteration 52Q (150635.580000 sec): 3 clusters
  Score: Raw -537379.499615 + Penalty 2789.042493 = -534590.457122
  nChanged 12
		SP:Iteration 53Q (150635.770000 sec): 3 clusters
  Score: Raw -537382.027270 + Penalty 2789.042493 = -534592.984776
  nChanged 5
		SP:Iteration 54Q (150635.930000 sec): 3 clusters
  Score: Raw -537382.712304 + Penalty 2789.042493 = -534593.669811
  nChanged 3
		SP:Iteration 55Q (150636.130000 sec): 3 clusters
  Score: Raw -537383.105929 + Penalty 2789.042493 = -534594.063436
  nChanged 2
		SP:Iteration 56Q (150636.360000 sec): 3 clusters
  Score: Raw -537383.326448 + Penalty 2789.042493 = -534594.283955
  nChanged 2
		SP:Iteration 57Q (150636.530000 sec): 3 clusters
  Score: Raw -537384.101003 + Penalty 2789.042493 = -534595.058510
  nChanged 3
		SP:Iteration 58Q (150636.690000 sec): 3 clusters
  Score: Raw -537384.703868 + Penalty 2789.042493 = -534595.661374
  nChanged 2
		SP:Iteration 59Q (150636.840000 sec): 3 clusters
  Score: Raw -537385.444308 + Penalty 2789.042493 = -534596.401815
  nChanged 3
		SP:Iteration 60F (150637.040000 sec): 3 clusters
  Score: Raw -537385.934154 + Penalty 2789.042493 = -534596.891661
  nChanged 2
		SP:Iteration 61Q (150637.220000 sec): 3 clusters
  Score: Raw -537386.254338 + Penalty 2789.042493 = -534597.211845
  nChanged 2
		SP:Iteration 62Q (150637.340000 sec): 3 clusters
  Score: Raw -537386.601638 + Penalty 2789.042493 = -534597.559145
  nChanged 4
		SP:Iteration 63Q (150637.540000 sec): 3 clusters
  Score: Raw -537387.384831 + Penalty 2789.042493 = -534598.342338
  nChanged 5
		SP:Iteration 64Q (150637.730000 sec): 3 clusters
  Score: Raw -537388.830269 + Penalty 2789.042493 = -534599.787775
  nChanged 5
		SP:Iteration 65Q (150637.930000 sec): 3 clusters
  Score: Raw -537389.928037 + Penalty 2789.042493 = -534600.885543
  nChanged 6
		SP:Iteration 66Q (150638.100000 sec): 3 clusters
  Score: Raw -537391.115760 + Penalty 2789.042493 = -534602.073267
  nChanged 3
		SP:Iteration 67Q (150638.310000 sec): 3 clusters
  Score: Raw -537391.477646 + Penalty 2789.042493 = -534602.435153
  nChanged 0
		SP:Iteration 68F (150638.470000 sec): 3 clusters
  Score: Raw -537391.477646 + Penalty 2789.042493 = -534602.435153
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150638.550000 sec): 2 clusters
  Score: Raw -282367.626969 + Penalty 1279.273962 = -281088.353008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150638.680000 sec): 3 clusters
  Score: Raw -281164.973978 + Penalty 2558.547924 = -278606.426054
  nChanged 977
		SP:Iteration 1F (150638.860000 sec): 3 clusters
  Score: Raw -281699.839960 + Penalty 2558.547924 = -279141.292037
  nChanged 202
		SP:Iteration 2F (150639.030000 sec): 3 clusters
  Score: Raw -281831.376188 + Penalty 2558.547924 = -279272.828264
  nChanged 133
		SP:Iteration 3F (150639.190000 sec): 3 clusters
  Score: Raw -281922.396047 + Penalty 2558.547924 = -279363.848124
  nChanged 104
		SP:Iteration 4Q (150639.320000 sec): 3 clusters
  Score: Raw -281991.527895 + Penalty 2558.547924 = -279432.979971
  nChanged 102
		SP:Iteration 5Q (150639.530000 sec): 3 clusters
  Score: Raw -282068.157443 + Penalty 2558.547924 = -279509.609519
  nChanged 91
		SP:Iteration 6Q (150639.630000 sec): 3 clusters
  Score: Raw -282134.314688 + Penalty 2558.547924 = -279575.766764
  nChanged 96
		SP:Iteration 7Q (150639.730000 sec): 3 clusters
  Score: Raw -282211.681649 + Penalty 2558.547924 = -279653.133725
  nChanged 104
		SP:Iteration 8Q (150639.860000 sec): 3 clusters
  Score: Raw -282293.623926 + Penalty 2558.547924 = -279735.076003
  nChanged 90
		SP:Iteration 9Q (150640.030000 sec): 3 clusters
  Score: Raw -282359.365107 + Penalty 2558.547924 = -279800.817184
  nChanged 87
		SP:Iteration 10Q (150640.210000 sec): 3 clusters
  Score: Raw -282418.398377 + Penalty 2558.547924 = -279859.850453
  nChanged 72
		SP:Iteration 11Q (150640.380000 sec): 3 clusters
  Score: Raw -282476.278552 + Penalty 2558.547924 = -279917.730628
  nChanged 84
		SP:Iteration 12Q (150640.550000 sec): 3 clusters
  Score: Raw -282549.329643 + Penalty 2558.547924 = -279990.781719
  nChanged 72
		SP:Iteration 13Q (150640.740000 sec): 3 clusters
  Score: Raw -282596.348065 + Penalty 2558.547924 = -280037.800141
  nChanged 63
		SP:Iteration 14Q (150640.900000 sec): 3 clusters
  Score: Raw -282635.580818 + Penalty 2558.547924 = -280077.032894
  nChanged 50
		SP:Iteration 15Q (150641.060000 sec): 3 clusters
  Score: Raw -282665.252724 + Penalty 2558.547924 = -280106.704801
  nChanged 47
		SP:Iteration 16Q (150641.220000 sec): 3 clusters
  Score: Raw -282692.589660 + Penalty 2558.547924 = -280134.041737
  nChanged 52
		SP:Iteration 17Q (150641.390000 sec): 3 clusters
  Score: Raw -282724.822185 + Penalty 2558.547924 = -280166.274261
  nChanged 42
		SP:Iteration 18Q (150641.560000 sec): 3 clusters
  Score: Raw -282757.090977 + Penalty 2558.547924 = -280198.543053
  nChanged 47
		SP:Iteration 19Q (150641.730000 sec): 3 clusters
  Score: Raw -282785.481200 + Penalty 2558.547924 = -280226.933276
  nChanged 40
		SP:Iteration 20F (150641.890000 sec): 3 clusters
  Score: Raw -282808.100550 + Penalty 2558.547924 = -280249.552626
  nChanged 37
		SP:Iteration 21Q (150642.020000 sec): 3 clusters
  Score: Raw -282829.107167 + Penalty 2558.547924 = -280270.559243
  nChanged 31
		SP:Iteration 22Q (150642.110000 sec): 3 clusters
  Score: Raw -282847.304446 + Penalty 2558.547924 = -280288.756522
  nChanged 25
		SP:Iteration 23Q (150642.280000 sec): 3 clusters
  Score: Raw -282860.300718 + Penalty 2558.547924 = -280301.752795
  nChanged 23
		SP:Iteration 24Q (150642.450000 sec): 3 clusters
  Score: Raw -282868.969215 + Penalty 2558.547924 = -280310.421292
  nChanged 13
		SP:Iteration 25Q (150642.590000 sec): 3 clusters
  Score: Raw -282874.319195 + Penalty 2558.547924 = -280315.771271
  nChanged 9
		SP:Iteration 26Q (150642.770000 sec): 3 clusters
  Score: Raw -282877.967922 + Penalty 2558.547924 = -280319.419999
  nChanged 5
		SP:Iteration 27Q (150642.910000 sec): 3 clusters
  Score: Raw -282879.400181 + Penalty 2558.547924 = -280320.852257
  nChanged 3
		SP:Iteration 28Q (150643.090000 sec): 3 clusters
  Score: Raw -282880.505707 + Penalty 2558.547924 = -280321.957784
  nChanged 0
		SP:Iteration 29F (150643.210000 sec): 3 clusters
  Score: Raw -282880.505707 + Penalty 2558.547924 = -280321.957784
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150643.920000 sec): 2 clusters
  Score: Raw -13245627.239024 + Penalty 1895.965789 = -13243731.273235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150644.680000 sec): 3 clusters
  Score: Raw -13169562.174963 + Penalty 3791.931577 = -13165770.243386
  nChanged 56025
		SP:Iteration 1F (150645.460000 sec): 3 clusters
  Score: Raw -13202638.003620 + Penalty 3791.931577 = -13198846.072043
  nChanged 4167
		SP:Iteration 2Q (150646.310000 sec): 3 clusters
  Score: Raw -13203852.380607 + Penalty 3791.931577 = -13200060.449029
  nChanged 4745
		SP:Iteration 3Q (150647.210000 sec): 3 clusters
  Score: Raw -13205484.281522 + Penalty 3791.931577 = -13201692.349945
  nChanged 5593
		SP:Iteration 4Q (150648.130000 sec): 3 clusters
  Score: Raw -13207946.942199 + Penalty 3791.931577 = -13204155.010622
  nChanged 6561
		SP:Iteration 5F (150648.960000 sec): 3 clusters
  Score: Raw -13211618.055086 + Penalty 3791.931577 = -13207826.123509
  nChanged 7557
		SP:Iteration 6F (150649.780000 sec): 3 clusters
  Score: Raw -13216851.183852 + Penalty 3791.931577 = -13213059.252275
  nChanged 7659
		SP:Iteration 7F (150650.620000 sec): 3 clusters
  Score: Raw -13223038.652420 + Penalty 3791.931577 = -13219246.720843
  nChanged 6741
		SP:Iteration 8F (150651.420000 sec): 3 clusters
  Score: Raw -13228556.869694 + Penalty 3791.931577 = -13224764.938117
  nChanged 5143
		SP:Iteration 9Q (150652.360000 sec): 3 clusters
  Score: Raw -13232097.038120 + Penalty 3791.931577 = -13228305.106542
  nChanged 3534
		SP:Iteration 10Q (150653.270000 sec): 3 clusters
  Score: Raw -13234134.809509 + Penalty 3791.931577 = -13230342.877931
  nChanged 2558
		SP:Iteration 11Q (150654.100000 sec): 3 clusters
  Score: Raw -13235489.250555 + Penalty 3791.931577 = -13231697.318978
  nChanged 2293
		SP:Iteration 12Q (150654.940000 sec): 3 clusters
  Score: Raw -13236659.617766 + Penalty 3791.931577 = -13232867.686188
  nChanged 2087
		SP:Iteration 13Q (150655.800000 sec): 3 clusters
  Score: Raw -13237733.204161 + Penalty 3791.931577 = -13233941.272584
  nChanged 1980
		SP:Iteration 14Q (150656.670000 sec): 3 clusters
  Score: Raw -13238752.048837 + Penalty 3791.931577 = -13234960.117260
  nChanged 1821
		SP:Iteration 15Q (150657.530000 sec): 3 clusters
  Score: Raw -13239694.667874 + Penalty 3791.931577 = -13235902.736297
  nChanged 1712
		SP:Iteration 16Q (150658.360000 sec): 3 clusters
  Score: Raw -13240598.237310 + Penalty 3791.931577 = -13236806.305733
  nChanged 1584
		SP:Iteration 17Q (150659.160000 sec): 3 clusters
  Score: Raw -13241446.419097 + Penalty 3791.931577 = -13237654.487519
  nChanged 1398
		SP:Iteration 18Q (150659.970000 sec): 3 clusters
  Score: Raw -13242181.384054 + Penalty 3791.931577 = -13238389.452476
  nChanged 1176
		SP:Iteration 19Q (150660.780000 sec): 3 clusters
  Score: Raw -13242784.434327 + Penalty 3791.931577 = -13238992.502749
  nChanged 1046
		SP:Iteration 20F (150661.590000 sec): 3 clusters
  Score: Raw -13243326.458263 + Penalty 3791.931577 = -13239534.526685
  nChanged 893
		SP:Iteration 21Q (150662.490000 sec): 3 clusters
  Score: Raw -13243790.470705 + Penalty 3791.931577 = -13239998.539128
  nChanged 773
		SP:Iteration 22Q (150663.330000 sec): 3 clusters
  Score: Raw -13244192.557611 + Penalty 3791.931577 = -13240400.626033
  nChanged 661
		SP:Iteration 23Q (150664.150000 sec): 3 clusters
  Score: Raw -13244534.137157 + Penalty 3791.931577 = -13240742.205579
  nChanged 507
		SP:Iteration 24Q (150664.950000 sec): 3 clusters
  Score: Raw -13244795.295580 + Penalty 3791.931577 = -13241003.364003
  nChanged 416
		SP:Iteration 25Q (150665.700000 sec): 3 clusters
  Score: Raw -13245015.667906 + Penalty 3791.931577 = -13241223.736329
  nChanged 345
		SP:Iteration 26Q (150666.410000 sec): 3 clusters
  Score: Raw -13245185.905224 + Penalty 3791.931577 = -13241393.973647
  nChanged 271
		SP:Iteration 27Q (150667.170000 sec): 3 clusters
  Score: Raw -13245315.457291 + Penalty 3791.931577 = -13241523.525714
  nChanged 221
		SP:Iteration 28Q (150667.930000 sec): 3 clusters
  Score: Raw -13245416.357878 + Penalty 3791.931577 = -13241624.426301
  nChanged 179
		SP:Iteration 29Q (150668.710000 sec): 3 clusters
  Score: Raw -13245496.339495 + Penalty 3791.931577 = -13241704.407918
  nChanged 139
		SP:Iteration 30Q (150669.510000 sec): 3 clusters
  Score: Raw -13245562.860464 + Penalty 3791.931577 = -13241770.928887
  nChanged 113
		SP:Iteration 31Q (150670.220000 sec): 3 clusters
  Score: Raw -13245614.235143 + Penalty 3791.931577 = -13241822.303565
  nChanged 93
		SP:Iteration 32Q (150670.890000 sec): 3 clusters
  Score: Raw -13245657.857449 + Penalty 3791.931577 = -13241865.925872
  nChanged 79
		SP:Iteration 33Q (150671.590000 sec): 3 clusters
  Score: Raw -13245692.601813 + Penalty 3791.931577 = -13241900.670236
  nChanged 69
		SP:Iteration 34Q (150672.360000 sec): 3 clusters
  Score: Raw -13245724.300325 + Penalty 3791.931577 = -13241932.368747
  nChanged 63
		SP:Iteration 35Q (150673.090000 sec): 3 clusters
  Score: Raw -13245751.826266 + Penalty 3791.931577 = -13241959.894689
  nChanged 51
		SP:Iteration 36Q (150673.830000 sec): 3 clusters
  Score: Raw -13245776.704338 + Penalty 3791.931577 = -13241984.772760
  nChanged 37
		SP:Iteration 37Q (150674.570000 sec): 3 clusters
  Score: Raw -13245796.060040 + Penalty 3791.931577 = -13242004.128462
  nChanged 32
		SP:Iteration 38Q (150675.240000 sec): 3 clusters
  Score: Raw -13245812.552478 + Penalty 3791.931577 = -13242020.620900
  nChanged 27
		SP:Iteration 39Q (150675.940000 sec): 3 clusters
  Score: Raw -13245826.402734 + Penalty 3791.931577 = -13242034.471156
  nChanged 25
		SP:Iteration 40F (150676.610000 sec): 3 clusters
  Score: Raw -13245837.209399 + Penalty 3791.931577 = -13242045.277822
  nChanged 14
		SP:Iteration 41Q (150677.250000 sec): 3 clusters
  Score: Raw -13245842.202029 + Penalty 3791.931577 = -13242050.270451
  nChanged 16
		SP:Iteration 42Q (150677.970000 sec): 3 clusters
  Score: Raw -13245849.360488 + Penalty 3791.931577 = -13242057.428910
  nChanged 15
		SP:Iteration 43Q (150678.690000 sec): 3 clusters
  Score: Raw -13245854.362776 + Penalty 3791.931577 = -13242062.431199
  nChanged 11
		SP:Iteration 44Q (150679.490000 sec): 3 clusters
  Score: Raw -13245858.181460 + Penalty 3791.931577 = -13242066.249882
  nChanged 15
		SP:Iteration 45Q (150680.270000 sec): 3 clusters
  Score: Raw -13245865.633134 + Penalty 3791.931577 = -13242073.701556
  nChanged 18
		SP:Iteration 46Q (150681.070000 sec): 3 clusters
  Score: Raw -13245874.683091 + Penalty 3791.931577 = -13242082.751514
  nChanged 9
		SP:Iteration 47Q (150681.880000 sec): 3 clusters
  Score: Raw -13245878.754626 + Penalty 3791.931577 = -13242086.823048
  nChanged 5
		SP:Iteration 48Q (150682.660000 sec): 3 clusters
  Score: Raw -13245880.955073 + Penalty 3791.931577 = -13242089.023495
  nChanged 7
		SP:Iteration 49Q (150683.440000 sec): 3 clusters
  Score: Raw -13245883.555135 + Penalty 3791.931577 = -13242091.623557
  nChanged 4
		SP:Iteration 50Q (150684.270000 sec): 3 clusters
  Score: Raw -13245885.257477 + Penalty 3791.931577 = -13242093.325899
  nChanged 8
		SP:Iteration 51Q (150685.120000 sec): 3 clusters
  Score: Raw -13245887.267580 + Penalty 3791.931577 = -13242095.336003
  nChanged 5
		SP:Iteration 52Q (150685.960000 sec): 3 clusters
  Score: Raw -13245888.750894 + Penalty 3791.931577 = -13242096.819317
  nChanged 6
		SP:Iteration 53Q (150686.820000 sec): 3 clusters
  Score: Raw -13245891.778436 + Penalty 3791.931577 = -13242099.846858
  nChanged 9
		SP:Iteration 54Q (150687.640000 sec): 3 clusters
  Score: Raw -13245895.522062 + Penalty 3791.931577 = -13242103.590485
  nChanged 9
		SP:Iteration 55Q (150688.440000 sec): 3 clusters
  Score: Raw -13245899.310547 + Penalty 3791.931577 = -13242107.378970
  nChanged 7
		SP:Iteration 56Q (150689.220000 sec): 3 clusters
  Score: Raw -13245901.951763 + Penalty 3791.931577 = -13242110.020186
  nChanged 7
		SP:Iteration 57Q (150690.020000 sec): 3 clusters
  Score: Raw -13245905.542020 + Penalty 3791.931577 = -13242113.610443
  nChanged 10
		SP:Iteration 58Q (150690.800000 sec): 3 clusters
  Score: Raw -13245910.396162 + Penalty 3791.931577 = -13242118.464585
  nChanged 6
		SP:Iteration 59Q (150691.560000 sec): 3 clusters
  Score: Raw -13245914.311633 + Penalty 3791.931577 = -13242122.380055
  nChanged 5
		SP:Iteration 60F (150692.400000 sec): 3 clusters
  Score: Raw -13245915.985968 + Penalty 3791.931577 = -13242124.054390
  nChanged 1
		SP:Iteration 61Q (150693.110000 sec): 3 clusters
  Score: Raw -13245916.398771 + Penalty 3791.931577 = -13242124.467194
  nChanged 1
		SP:Iteration 62Q (150693.840000 sec): 3 clusters
  Score: Raw -13245916.612322 + Penalty 3791.931577 = -13242124.680744
  nChanged 1
		SP:Iteration 63Q (150694.630000 sec): 3 clusters
  Score: Raw -13245917.334715 + Penalty 3791.931577 = -13242125.403137
  nChanged 2
		SP:Iteration 64Q (150695.360000 sec): 3 clusters
  Score: Raw -13245918.236415 + Penalty 3791.931577 = -13242126.304837
  nChanged 1
		SP:Iteration 65Q (150696.090000 sec): 3 clusters
  Score: Raw -13245918.596156 + Penalty 3791.931577 = -13242126.664579
  nChanged 0
		SP:Iteration 66F (150696.930000 sec): 3 clusters
  Score: Raw -13245918.596156 + Penalty 3791.931577 = -13242126.664579
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150697.050000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150697.180000 sec): 3 clusters
  Score: Raw -69152.962413 + Penalty 2106.512567 = -67046.449846
  nChanged 179
		SP:Iteration 1F (150697.290000 sec): 3 clusters
  Score: Raw -69371.398902 + Penalty 2106.512567 = -67264.886335
  nChanged 39
		SP:Iteration 2F (150697.400000 sec): 3 clusters
  Score: Raw -69427.338041 + Penalty 2106.512567 = -67320.825474
  nChanged 26
		SP:Iteration 3Q (150697.510000 sec): 3 clusters
  Score: Raw -69464.589615 + Penalty 2106.512567 = -67358.077048
  nChanged 15
		SP:Iteration 4Q (150697.630000 sec): 3 clusters
  Score: Raw -69488.462322 + Penalty 2106.512567 = -67381.949755
  nChanged 13
		SP:Iteration 5Q (150697.740000 sec): 3 clusters
  Score: Raw -69507.139805 + Penalty 2106.512567 = -67400.627238
  nChanged 12
		SP:Iteration 6Q (150697.860000 sec): 3 clusters
  Score: Raw -69547.369360 + Penalty 2106.512567 = -67440.856793
  nChanged 10
		SP:Iteration 7Q (150697.980000 sec): 3 clusters
  Score: Raw -69612.090821 + Penalty 2106.512567 = -67505.578254
  nChanged 19
		SP:Iteration 8Q (150698.090000 sec): 3 clusters
  Score: Raw -69748.942567 + Penalty 2106.512567 = -67642.430000
  nChanged 33
		SP:Iteration 9F (150698.200000 sec): 3 clusters
  Score: Raw -69984.126775 + Penalty 2106.512567 = -67877.614208
  nChanged 42
		SP:Iteration 10F (150698.330000 sec): 3 clusters
  Score: Raw -70062.088575 + Penalty 2106.512567 = -67955.576008
  nChanged 34
		SP:Iteration 11F (150698.450000 sec): 3 clusters
  Score: Raw -70131.432492 + Penalty 2106.512567 = -68024.919925
  nChanged 26
		SP:Iteration 12Q (150698.580000 sec): 3 clusters
  Score: Raw -70172.987793 + Penalty 2106.512567 = -68066.475226
  nChanged 20
		SP:Iteration 13Q (150698.680000 sec): 3 clusters
  Score: Raw -70210.204678 + Penalty 2106.512567 = -68103.692111
  nChanged 8
		SP:Iteration 14Q (150698.810000 sec): 3 clusters
  Score: Raw -70224.330518 + Penalty 2106.512567 = -68117.817951
  nChanged 8
		SP:Iteration 15Q (150698.940000 sec): 3 clusters
  Score: Raw -70240.342610 + Penalty 2106.512567 = -68133.830042
  nChanged 4
		SP:Iteration 16Q (150699.070000 sec): 3 clusters
  Score: Raw -70246.975977 + Penalty 2106.512567 = -68140.463410
  nChanged 2
		SP:Iteration 17Q (150699.200000 sec): 3 clusters
  Score: Raw -70249.700124 + Penalty 2106.512567 = -68143.187557
  nChanged 1
		SP:Iteration 18Q (150699.330000 sec): 3 clusters
  Score: Raw -70250.087773 + Penalty 2106.512567 = -68143.575206
  nChanged 0
		SP:Iteration 19F (150699.450000 sec): 3 clusters
  Score: Raw -70250.087773 + Penalty 2106.512567 = -68143.575206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150699.520000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150699.650000 sec): 3 clusters
  Score: Raw -9223.470175 + Penalty 1542.102942 = -7681.367234
  nChanged 11
		SP:Iteration 1F (150699.780000 sec): 3 clusters
  Score: Raw -9282.059142 + Penalty 1542.102942 = -7739.956200
  nChanged 2
		SP:Iteration 2Q (150699.910000 sec): 3 clusters
  Score: Raw -9294.942842 + Penalty 1542.102942 = -7752.839901
  nChanged 1
		SP:Iteration 3Q (150700.040000 sec): 3 clusters
  Score: Raw -9298.855215 + Penalty 1542.102942 = -7756.752274
  nChanged 1
		SP:Iteration 4Q (150700.170000 sec): 3 clusters
  Score: Raw -9309.149655 + Penalty 1542.102942 = -7767.046714
  nChanged 0
		SP:Iteration 5F (150700.300000 sec): 3 clusters
  Score: Raw -9309.149655 + Penalty 1542.102942 = -7767.046714
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (22896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150700.500000 sec): 2 clusters
  Score: Raw -2543239.910319 + Penalty 1631.291594 = -2541608.618725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150700.780000 sec): 3 clusters
  Score: Raw -2529328.389705 + Penalty 3262.583188 = -2526065.806517
  nChanged 10383
		SP:Iteration 1F (150701.020000 sec): 3 clusters
  Score: Raw -2535361.628583 + Penalty 3262.583188 = -2532099.045394
  nChanged 1380
		SP:Iteration 2F (150701.320000 sec): 3 clusters
  Score: Raw -2536133.270541 + Penalty 3262.583188 = -2532870.687353
  nChanged 1505
		SP:Iteration 3F (150701.530000 sec): 3 clusters
  Score: Raw -2537191.383397 + Penalty 3262.583188 = -2533928.800209
  nChanged 1578
		SP:Iteration 4F (150701.780000 sec): 3 clusters
  Score: Raw -2538378.258540 + Penalty 3262.583188 = -2535115.675352
  nChanged 1673
		SP:Iteration 5F (150702.060000 sec): 3 clusters
  Score: Raw -2539509.015709 + Penalty 3262.583188 = -2536246.432521
  nChanged 1442
		SP:Iteration 6F (150702.320000 sec): 3 clusters
  Score: Raw -2540310.195635 + Penalty 3262.583188 = -2537047.612447
  nChanged 1104
		SP:Iteration 7Q (150702.630000 sec): 3 clusters
  Score: Raw -2540810.030643 + Penalty 3262.583188 = -2537547.447455
  nChanged 789
		SP:Iteration 8Q (150702.920000 sec): 3 clusters
  Score: Raw -2541072.067587 + Penalty 3262.583188 = -2537809.484399
  nChanged 542
		SP:Iteration 9Q (150703.240000 sec): 3 clusters
  Score: Raw -2541212.088916 + Penalty 3262.583188 = -2537949.505728
  nChanged 373
		SP:Iteration 10Q (150703.500000 sec): 3 clusters
  Score: Raw -2541287.612687 + Penalty 3262.583188 = -2538025.029499
  nChanged 265
		SP:Iteration 11Q (150703.780000 sec): 3 clusters
  Score: Raw -2541331.915099 + Penalty 3262.583188 = -2538069.331911
  nChanged 202
		SP:Iteration 12Q (150704.040000 sec): 3 clusters
  Score: Raw -2541359.134673 + Penalty 3262.583188 = -2538096.551485
  nChanged 156
		SP:Iteration 13Q (150704.300000 sec): 3 clusters
  Score: Raw -2541376.611673 + Penalty 3262.583188 = -2538114.028484
  nChanged 120
		SP:Iteration 14Q (150704.620000 sec): 3 clusters
  Score: Raw -2541388.458644 + Penalty 3262.583188 = -2538125.875456
  nChanged 91
		SP:Iteration 15Q (150704.910000 sec): 3 clusters
  Score: Raw -2541396.587085 + Penalty 3262.583188 = -2538134.003897
  nChanged 66
		SP:Iteration 16Q (150705.190000 sec): 3 clusters
  Score: Raw -2541402.736611 + Penalty 3262.583188 = -2538140.153423
  nChanged 75
		SP:Iteration 17Q (150705.460000 sec): 3 clusters
  Score: Raw -2541408.431055 + Penalty 3262.583188 = -2538145.847867
  nChanged 62
		SP:Iteration 18Q (150705.790000 sec): 3 clusters
  Score: Raw -2541412.681703 + Penalty 3262.583188 = -2538150.098515
  nChanged 52
		SP:Iteration 19Q (150706.120000 sec): 3 clusters
  Score: Raw -2541417.140768 + Penalty 3262.583188 = -2538154.557580
  nChanged 52
		SP:Iteration 20F (150706.380000 sec): 3 clusters
  Score: Raw -2541421.050632 + Penalty 3262.583188 = -2538158.467444
  nChanged 50
		SP:Iteration 21Q (150706.710000 sec): 3 clusters
  Score: Raw -2541424.394311 + Penalty 3262.583188 = -2538161.811122
  nChanged 41
		SP:Iteration 22Q (150707.020000 sec): 3 clusters
  Score: Raw -2541426.593412 + Penalty 3262.583188 = -2538164.010224
  nChanged 32
		SP:Iteration 23Q (150707.350000 sec): 3 clusters
  Score: Raw -2541428.320136 + Penalty 3262.583188 = -2538165.736948
  nChanged 29
		SP:Iteration 24Q (150707.630000 sec): 3 clusters
  Score: Raw -2541429.760485 + Penalty 3262.583188 = -2538167.177297
  nChanged 22
		SP:Iteration 25Q (150707.960000 sec): 3 clusters
  Score: Raw -2541430.704208 + Penalty 3262.583188 = -2538168.121020
  nChanged 19
		SP:Iteration 26Q (150708.250000 sec): 3 clusters
  Score: Raw -2541431.371933 + Penalty 3262.583188 = -2538168.788745
  nChanged 16
		SP:Iteration 27Q (150708.560000 sec): 3 clusters
  Score: Raw -2541432.040711 + Penalty 3262.583188 = -2538169.457523
  nChanged 17
		SP:Iteration 28Q (150708.840000 sec): 3 clusters
  Score: Raw -2541432.634537 + Penalty 3262.583188 = -2538170.051349
  nChanged 14
		SP:Iteration 29Q (150709.130000 sec): 3 clusters
  Score: Raw -2541433.078272 + Penalty 3262.583188 = -2538170.495084
  nChanged 6
		SP:Iteration 30Q (150709.400000 sec): 3 clusters
  Score: Raw -2541433.397024 + Penalty 3262.583188 = -2538170.813836
  nChanged 13
		SP:Iteration 31Q (150709.670000 sec): 3 clusters
  Score: Raw -2541434.069201 + Penalty 3262.583188 = -2538171.486013
  nChanged 9
		SP:Iteration 32Q (150709.990000 sec): 3 clusters
  Score: Raw -2541434.528622 + Penalty 3262.583188 = -2538171.945434
  nChanged 15
		SP:Iteration 33Q (150710.280000 sec): 3 clusters
  Score: Raw -2541435.403335 + Penalty 3262.583188 = -2538172.820147
  nChanged 18
		SP:Iteration 34Q (150710.560000 sec): 3 clusters
  Score: Raw -2541436.436881 + Penalty 3262.583188 = -2538173.853693
  nChanged 17
		SP:Iteration 35Q (150710.850000 sec): 3 clusters
  Score: Raw -2541437.228680 + Penalty 3262.583188 = -2538174.645492
  nChanged 13
		SP:Iteration 36Q (150711.140000 sec): 3 clusters
  Score: Raw -2541437.836928 + Penalty 3262.583188 = -2538175.253740
  nChanged 16
		SP:Iteration 37Q (150711.420000 sec): 3 clusters
  Score: Raw -2541438.504058 + Penalty 3262.583188 = -2538175.920870
  nChanged 14
		SP:Iteration 38Q (150711.720000 sec): 3 clusters
  Score: Raw -2541439.055554 + Penalty 3262.583188 = -2538176.472366
  nChanged 12
		SP:Iteration 39Q (150711.980000 sec): 3 clusters
  Score: Raw -2541439.638656 + Penalty 3262.583188 = -2538177.055467
  nChanged 8
		SP:Iteration 40F (150712.250000 sec): 3 clusters
  Score: Raw -2541439.964686 + Penalty 3262.583188 = -2538177.381498
  nChanged 12
		SP:Iteration 41Q (150712.520000 sec): 3 clusters
  Score: Raw -2541440.530765 + Penalty 3262.583188 = -2538177.947577
  nChanged 14
		SP:Iteration 42Q (150712.730000 sec): 3 clusters
  Score: Raw -2541440.978645 + Penalty 3262.583188 = -2538178.395457
  nChanged 9
		SP:Iteration 43Q (150712.980000 sec): 3 clusters
  Score: Raw -2541441.587394 + Penalty 3262.583188 = -2538179.004206
  nChanged 7
		SP:Iteration 44Q (150713.220000 sec): 3 clusters
  Score: Raw -2541442.030437 + Penalty 3262.583188 = -2538179.447249
  nChanged 9
		SP:Iteration 45Q (150713.460000 sec): 3 clusters
  Score: Raw -2541442.452386 + Penalty 3262.583188 = -2538179.869198
  nChanged 8
		SP:Iteration 46Q (150713.750000 sec): 3 clusters
  Score: Raw -2541442.834648 + Penalty 3262.583188 = -2538180.251460
  nChanged 15
		SP:Iteration 47Q (150713.970000 sec): 3 clusters
  Score: Raw -2541443.670589 + Penalty 3262.583188 = -2538181.087401
  nChanged 9
		SP:Iteration 48Q (150714.280000 sec): 3 clusters
  Score: Raw -2541444.014158 + Penalty 3262.583188 = -2538181.430970
  nChanged 9
		SP:Iteration 49Q (150714.540000 sec): 3 clusters
  Score: Raw -2541444.359649 + Penalty 3262.583188 = -2538181.776460
  nChanged 9
		SP:Iteration 50Q (150714.780000 sec): 3 clusters
  Score: Raw -2541444.669176 + Penalty 3262.583188 = -2538182.085988
  nChanged 6
		SP:Iteration 51Q (150715.070000 sec): 3 clusters
  Score: Raw -2541444.868555 + Penalty 3262.583188 = -2538182.285367
  nChanged 4
		SP:Iteration 52Q (150715.300000 sec): 3 clusters
  Score: Raw -2541445.054901 + Penalty 3262.583188 = -2538182.471713
  nChanged 7
		SP:Iteration 53Q (150715.530000 sec): 3 clusters
  Score: Raw -2541445.400280 + Penalty 3262.583188 = -2538182.817092
  nChanged 5
		SP:Iteration 54Q (150715.820000 sec): 3 clusters
  Score: Raw -2541445.564116 + Penalty 3262.583188 = -2538182.980928
  nChanged 5
		SP:Iteration 55Q (150716.060000 sec): 3 clusters
  Score: Raw -2541445.824203 + Penalty 3262.583188 = -2538183.241014
  nChanged 3
		SP:Iteration 56Q (150716.340000 sec): 3 clusters
  Score: Raw -2541445.950262 + Penalty 3262.583188 = -2538183.367074
  nChanged 5
		SP:Iteration 57Q (150716.560000 sec): 3 clusters
  Score: Raw -2541446.158811 + Penalty 3262.583188 = -2538183.575623
  nChanged 7
		SP:Iteration 58Q (150716.780000 sec): 3 clusters
  Score: Raw -2541446.512366 + Penalty 3262.583188 = -2538183.929178
  nChanged 8
		SP:Iteration 59Q (150717.050000 sec): 3 clusters
  Score: Raw -2541446.835684 + Penalty 3262.583188 = -2538184.252496
  nChanged 4
		SP:Iteration 60F (150717.320000 sec): 3 clusters
  Score: Raw -2541447.015525 + Penalty 3262.583188 = -2538184.432337
  nChanged 2
		SP:Iteration 61Q (150717.540000 sec): 3 clusters
  Score: Raw -2541447.085312 + Penalty 3262.583188 = -2538184.502124
  nChanged 2
		SP:Iteration 62Q (150717.800000 sec): 3 clusters
  Score: Raw -2541447.184386 + Penalty 3262.583188 = -2538184.601198
  nChanged 4
		SP:Iteration 63Q (150718.070000 sec): 3 clusters
  Score: Raw -2541447.430191 + Penalty 3262.583188 = -2538184.847003
  nChanged 4
		SP:Iteration 64Q (150718.360000 sec): 3 clusters
  Score: Raw -2541447.560284 + Penalty 3262.583188 = -2538184.977095
  nChanged 4
		SP:Iteration 65Q (150718.700000 sec): 3 clusters
  Score: Raw -2541447.698295 + Penalty 3262.583188 = -2538185.115107
  nChanged 2
		SP:Iteration 66Q (150718.960000 sec): 3 clusters
  Score: Raw -2541447.753069 + Penalty 3262.583188 = -2538185.169881
  nChanged 2
		SP:Iteration 67Q (150719.210000 sec): 3 clusters
  Score: Raw -2541447.801487 + Penalty 3262.583188 = -2538185.218299
  nChanged 2
		SP:Iteration 68Q (150719.450000 sec): 3 clusters
  Score: Raw -2541447.886503 + Penalty 3262.583188 = -2538185.303315
  nChanged 2
		SP:Iteration 69Q (150719.710000 sec): 3 clusters
  Score: Raw -2541447.984213 + Penalty 3262.583188 = -2538185.401025
  nChanged 4
		SP:Iteration 70Q (150719.920000 sec): 3 clusters
  Score: Raw -2541448.195409 + Penalty 3262.583188 = -2538185.612221
  nChanged 10
		SP:Iteration 71Q (150720.150000 sec): 3 clusters
  Score: Raw -2541448.591194 + Penalty 3262.583188 = -2538186.008006
  nChanged 7
		SP:Iteration 72Q (150720.420000 sec): 3 clusters
  Score: Raw -2541448.872980 + Penalty 3262.583188 = -2538186.289791
  nChanged 6
		SP:Iteration 73Q (150720.700000 sec): 3 clusters
  Score: Raw -2541449.069811 + Penalty 3262.583188 = -2538186.486623
  nChanged 5
		SP:Iteration 74Q (150720.970000 sec): 3 clusters
  Score: Raw -2541449.256627 + Penalty 3262.583188 = -2538186.673439
  nChanged 4
		SP:Iteration 75Q (150721.230000 sec): 3 clusters
  Score: Raw -2541449.484974 + Penalty 3262.583188 = -2538186.901786
  nChanged 5
		SP:Iteration 76Q (150721.540000 sec): 3 clusters
  Score: Raw -2541449.775569 + Penalty 3262.583188 = -2538187.192381
  nChanged 8
		SP:Iteration 77Q (150721.840000 sec): 3 clusters
  Score: Raw -2541450.334241 + Penalty 3262.583188 = -2538187.751053
  nChanged 7
		SP:Iteration 78Q (150722.110000 sec): 3 clusters
  Score: Raw -2541450.588402 + Penalty 3262.583188 = -2538188.005214
  nChanged 6
		SP:Iteration 79Q (150722.440000 sec): 3 clusters
  Score: Raw -2541450.829245 + Penalty 3262.583188 = -2538188.246057
  nChanged 2
		SP:Iteration 80F (150722.740000 sec): 3 clusters
  Score: Raw -2541450.878261 + Penalty 3262.583188 = -2538188.295073
  nChanged 2
		SP:Iteration 81Q (150723.030000 sec): 3 clusters
  Score: Raw -2541450.948803 + Penalty 3262.583188 = -2538188.365615
  nChanged 3
		SP:Iteration 82Q (150723.350000 sec): 3 clusters
  Score: Raw -2541451.079409 + Penalty 3262.583188 = -2538188.496220
  nChanged 5
		SP:Iteration 83Q (150723.640000 sec): 3 clusters
  Score: Raw -2541451.238681 + Penalty 3262.583188 = -2538188.655493
  nChanged 4
		SP:Iteration 84Q (150723.920000 sec): 3 clusters
  Score: Raw -2541451.365282 + Penalty 3262.583188 = -2538188.782094
  nChanged 1
		SP:Iteration 85Q (150724.210000 sec): 3 clusters
  Score: Raw -2541451.380729 + Penalty 3262.583188 = -2538188.797541
  nChanged 1
		SP:Iteration 86Q (150724.460000 sec): 3 clusters
  Score: Raw -2541451.416716 + Penalty 3262.583188 = -2538188.833528
  nChanged 3
		SP:Iteration 87Q (150724.780000 sec): 3 clusters
  Score: Raw -2541451.534184 + Penalty 3262.583188 = -2538188.950996
  nChanged 4
		SP:Iteration 88Q (150725.090000 sec): 3 clusters
  Score: Raw -2541451.682155 + Penalty 3262.583188 = -2538189.098967
  nChanged 2
		SP:Iteration 89Q (150725.360000 sec): 3 clusters
  Score: Raw -2541451.746361 + Penalty 3262.583188 = -2538189.163173
  nChanged 3
		SP:Iteration 90Q (150725.620000 sec): 3 clusters
  Score: Raw -2541451.834854 + Penalty 3262.583188 = -2538189.251666
  nChanged 1
		SP:Iteration 91Q (150725.880000 sec): 3 clusters
  Score: Raw -2541451.865945 + Penalty 3262.583188 = -2538189.282757
  nChanged 0
		SP:Iteration 92F (150726.090000 sec): 3 clusters
  Score: Raw -2541451.865945 + Penalty 3262.583188 = -2538189.282757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150726.160000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150726.280000 sec): 3 clusters
  Score: Raw -98870.593434 + Penalty 2222.133165 = -96648.460269
  nChanged 285
		SP:Iteration 1F (150726.420000 sec): 3 clusters
  Score: Raw -99070.750523 + Penalty 2222.133165 = -96848.617359
  nChanged 71
		SP:Iteration 2F (150726.530000 sec): 3 clusters
  Score: Raw -99143.681875 + Penalty 2222.133165 = -96921.548711
  nChanged 39
		SP:Iteration 3Q (150726.640000 sec): 3 clusters
  Score: Raw -99191.013383 + Penalty 2222.133165 = -96968.880218
  nChanged 30
		SP:Iteration 4Q (150726.750000 sec): 3 clusters
  Score: Raw -99239.660070 + Penalty 2222.133165 = -97017.526906
  nChanged 21
		SP:Iteration 5Q (150726.860000 sec): 3 clusters
  Score: Raw -99262.777336 + Penalty 2222.133165 = -97040.644171
  nChanged 20
		SP:Iteration 6Q (150726.970000 sec): 3 clusters
  Score: Raw -99292.221773 + Penalty 2222.133165 = -97070.088609
  nChanged 16
		SP:Iteration 7Q (150727.080000 sec): 3 clusters
  Score: Raw -99309.451807 + Penalty 2222.133165 = -97087.318642
  nChanged 18
		SP:Iteration 8Q (150727.200000 sec): 3 clusters
  Score: Raw -99332.792865 + Penalty 2222.133165 = -97110.659700
  nChanged 9
		SP:Iteration 9Q (150727.310000 sec): 3 clusters
  Score: Raw -99342.438332 + Penalty 2222.133165 = -97120.305167
  nChanged 14
		SP:Iteration 10Q (150727.420000 sec): 3 clusters
  Score: Raw -99354.330408 + Penalty 2222.133165 = -97132.197243
  nChanged 11
		SP:Iteration 11Q (150727.570000 sec): 3 clusters
  Score: Raw -99367.201744 + Penalty 2222.133165 = -97145.068579
  nChanged 11
		SP:Iteration 12Q (150727.670000 sec): 3 clusters
  Score: Raw -99379.075921 + Penalty 2222.133165 = -97156.942756
  nChanged 11
		SP:Iteration 13Q (150727.780000 sec): 3 clusters
  Score: Raw -99391.399802 + Penalty 2222.133165 = -97169.266637
  nChanged 6
		SP:Iteration 14Q (150727.880000 sec): 3 clusters
  Score: Raw -99399.034772 + Penalty 2222.133165 = -97176.901607
  nChanged 6
		SP:Iteration 15Q (150728.000000 sec): 3 clusters
  Score: Raw -99406.248732 + Penalty 2222.133165 = -97184.115567
  nChanged 4
		SP:Iteration 16Q (150728.110000 sec): 3 clusters
  Score: Raw -99409.437944 + Penalty 2222.133165 = -97187.304779
  nChanged 2
		SP:Iteration 17Q (150728.220000 sec): 3 clusters
  Score: Raw -99412.919915 + Penalty 2222.133165 = -97190.786751
  nChanged 3
		SP:Iteration 18Q (150728.330000 sec): 3 clusters
  Score: Raw -99415.513240 + Penalty 2222.133165 = -97193.380075
  nChanged 2
		SP:Iteration 19Q (150728.440000 sec): 3 clusters
  Score: Raw -99416.682694 + Penalty 2222.133165 = -97194.549529
  nChanged 0
		SP:Iteration 20F (150728.560000 sec): 3 clusters
  Score: Raw -99416.682694 + Penalty 2222.133165 = -97194.549529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150728.650000 sec): 2 clusters
  Score: Raw -378921.607485 + Penalty 1324.919336 = -377596.688149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150728.820000 sec): 3 clusters
  Score: Raw -377238.613355 + Penalty 2649.838671 = -374588.774684
  nChanged 1361
		SP:Iteration 1F (150728.930000 sec): 3 clusters
  Score: Raw -378089.620781 + Penalty 2649.838671 = -375439.782109
  nChanged 268
		SP:Iteration 2F (150729.060000 sec): 3 clusters
  Score: Raw -378272.535838 + Penalty 2649.838671 = -375622.697167
  nChanged 200
		SP:Iteration 3F (150729.190000 sec): 3 clusters
  Score: Raw -378401.439981 + Penalty 2649.838671 = -375751.601309
  nChanged 165
		SP:Iteration 4Q (150729.340000 sec): 3 clusters
  Score: Raw -378500.577270 + Penalty 2649.838671 = -375850.738599
  nChanged 129
		SP:Iteration 5Q (150729.440000 sec): 3 clusters
  Score: Raw -378588.599354 + Penalty 2649.838671 = -375938.760683
  nChanged 124
		SP:Iteration 6Q (150729.560000 sec): 3 clusters
  Score: Raw -378660.912543 + Penalty 2649.838671 = -376011.073872
  nChanged 100
		SP:Iteration 7Q (150729.670000 sec): 3 clusters
  Score: Raw -378726.709863 + Penalty 2649.838671 = -376076.871191
  nChanged 111
		SP:Iteration 8Q (150729.780000 sec): 3 clusters
  Score: Raw -378795.426198 + Penalty 2649.838671 = -376145.587527
  nChanged 95
		SP:Iteration 9Q (150729.900000 sec): 3 clusters
  Score: Raw -378851.241033 + Penalty 2649.838671 = -376201.402361
  nChanged 82
		SP:Iteration 10Q (150730.090000 sec): 3 clusters
  Score: Raw -378893.203603 + Penalty 2649.838671 = -376243.364932
  nChanged 65
		SP:Iteration 11Q (150730.250000 sec): 3 clusters
  Score: Raw -378926.389642 + Penalty 2649.838671 = -376276.550970
  nChanged 52
		SP:Iteration 12Q (150730.360000 sec): 3 clusters
  Score: Raw -378948.597967 + Penalty 2649.838671 = -376298.759296
  nChanged 48
		SP:Iteration 13Q (150730.470000 sec): 3 clusters
  Score: Raw -378974.342860 + Penalty 2649.838671 = -376324.504189
  nChanged 38
		SP:Iteration 14Q (150730.580000 sec): 3 clusters
  Score: Raw -378992.498133 + Penalty 2649.838671 = -376342.659462
  nChanged 28
		SP:Iteration 15Q (150730.720000 sec): 3 clusters
  Score: Raw -379003.161402 + Penalty 2649.838671 = -376353.322731
  nChanged 23
		SP:Iteration 16Q (150730.830000 sec): 3 clusters
  Score: Raw -379014.819439 + Penalty 2649.838671 = -376364.980768
  nChanged 12
		SP:Iteration 17Q (150730.950000 sec): 3 clusters
  Score: Raw -379022.736473 + Penalty 2649.838671 = -376372.897802
  nChanged 25
		SP:Iteration 18Q (150731.070000 sec): 3 clusters
  Score: Raw -379037.380278 + Penalty 2649.838671 = -376387.541606
  nChanged 25
		SP:Iteration 19Q (150731.190000 sec): 3 clusters
  Score: Raw -379049.144692 + Penalty 2649.838671 = -376399.306021
  nChanged 21
		SP:Iteration 20F (150731.340000 sec): 3 clusters
  Score: Raw -379057.217595 + Penalty 2649.838671 = -376407.378923
  nChanged 16
		SP:Iteration 21Q (150731.450000 sec): 3 clusters
  Score: Raw -379064.721531 + Penalty 2649.838671 = -376414.882860
  nChanged 18
		SP:Iteration 22Q (150731.570000 sec): 3 clusters
  Score: Raw -379073.402047 + Penalty 2649.838671 = -376423.563376
  nChanged 14
		SP:Iteration 23Q (150731.690000 sec): 3 clusters
  Score: Raw -379079.319494 + Penalty 2649.838671 = -376429.480823
  nChanged 15
		SP:Iteration 24Q (150731.810000 sec): 3 clusters
  Score: Raw -379086.339398 + Penalty 2649.838671 = -376436.500727
  nChanged 14
		SP:Iteration 25Q (150731.930000 sec): 3 clusters
  Score: Raw -379093.629401 + Penalty 2649.838671 = -376443.790730
  nChanged 20
		SP:Iteration 26Q (150732.040000 sec): 3 clusters
  Score: Raw -379102.357594 + Penalty 2649.838671 = -376452.518923
  nChanged 11
		SP:Iteration 27Q (150732.190000 sec): 3 clusters
  Score: Raw -379106.231130 + Penalty 2649.838671 = -376456.392459
  nChanged 7
		SP:Iteration 28Q (150732.310000 sec): 3 clusters
  Score: Raw -379108.906175 + Penalty 2649.838671 = -376459.067503
  nChanged 8
		SP:Iteration 29Q (150732.420000 sec): 3 clusters
  Score: Raw -379111.764977 + Penalty 2649.838671 = -376461.926306
  nChanged 6
		SP:Iteration 30Q (150732.540000 sec): 3 clusters
  Score: Raw -379113.920733 + Penalty 2649.838671 = -376464.082062
  nChanged 5
		SP:Iteration 31Q (150732.650000 sec): 3 clusters
  Score: Raw -379115.982554 + Penalty 2649.838671 = -376466.143883
  nChanged 7
		SP:Iteration 32Q (150732.780000 sec): 3 clusters
  Score: Raw -379118.759206 + Penalty 2649.838671 = -376468.920534
  nChanged 6
		SP:Iteration 33Q (150732.930000 sec): 3 clusters
  Score: Raw -379121.317912 + Penalty 2649.838671 = -376471.479240
  nChanged 6
		SP:Iteration 34Q (150733.040000 sec): 3 clusters
  Score: Raw -379123.900391 + Penalty 2649.838671 = -376474.061720
  nChanged 5
		SP:Iteration 35Q (150733.150000 sec): 3 clusters
  Score: Raw -379126.728255 + Penalty 2649.838671 = -376476.889584
  nChanged 9
		SP:Iteration 36Q (150733.280000 sec): 3 clusters
  Score: Raw -379133.505361 + Penalty 2649.838671 = -376483.666689
  nChanged 10
		SP:Iteration 37Q (150733.390000 sec): 3 clusters
  Score: Raw -379138.190380 + Penalty 2649.838671 = -376488.351709
  nChanged 10
		SP:Iteration 38Q (150733.500000 sec): 3 clusters
  Score: Raw -379144.452051 + Penalty 2649.838671 = -376494.613380
  nChanged 11
		SP:Iteration 39Q (150733.670000 sec): 3 clusters
  Score: Raw -379148.859863 + Penalty 2649.838671 = -376499.021192
  nChanged 7
		SP:Iteration 40F (150733.780000 sec): 3 clusters
  Score: Raw -379151.423485 + Penalty 2649.838671 = -376501.584814
  nChanged 5
		SP:Iteration 41Q (150733.900000 sec): 3 clusters
  Score: Raw -379152.556719 + Penalty 2649.838671 = -376502.718048
  nChanged 0
		SP:Iteration 42F (150734.020000 sec): 3 clusters
  Score: Raw -379152.556719 + Penalty 2649.838671 = -376502.718048
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (8137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150734.140000 sec): 2 clusters
  Score: Raw -888008.663794 + Penalty 1463.178737 = -886545.485057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150734.310000 sec): 3 clusters
  Score: Raw -883413.402729 + Penalty 2926.357473 = -880487.045255
  nChanged 3491
		SP:Iteration 1F (150734.450000 sec): 3 clusters
  Score: Raw -885377.602463 + Penalty 2926.357473 = -882451.244990
  nChanged 520
		SP:Iteration 2F (150734.600000 sec): 3 clusters
  Score: Raw -885633.023560 + Penalty 2926.357473 = -882706.666086
  nChanged 467
		SP:Iteration 3F (150734.800000 sec): 3 clusters
  Score: Raw -885836.170752 + Penalty 2926.357473 = -882909.813279
  nChanged 366
		SP:Iteration 4Q (150734.980000 sec): 3 clusters
  Score: Raw -886001.371666 + Penalty 2926.357473 = -883075.014193
  nChanged 328
		SP:Iteration 5Q (150735.120000 sec): 3 clusters
  Score: Raw -886145.673998 + Penalty 2926.357473 = -883219.316525
  nChanged 321
		SP:Iteration 6Q (150735.260000 sec): 3 clusters
  Score: Raw -886296.000497 + Penalty 2926.357473 = -883369.643024
  nChanged 330
		SP:Iteration 7Q (150735.420000 sec): 3 clusters
  Score: Raw -886487.289214 + Penalty 2926.357473 = -883560.931741
  nChanged 329
		SP:Iteration 8Q (150735.560000 sec): 3 clusters
  Score: Raw -886663.793840 + Penalty 2926.357473 = -883737.436367
  nChanged 312
		SP:Iteration 9Q (150735.700000 sec): 3 clusters
  Score: Raw -886838.127399 + Penalty 2926.357473 = -883911.769925
  nChanged 302
		SP:Iteration 10Q (150735.840000 sec): 3 clusters
  Score: Raw -887038.855805 + Penalty 2926.357473 = -884112.498332
  nChanged 326
		SP:Iteration 11Q (150735.980000 sec): 3 clusters
  Score: Raw -887276.917849 + Penalty 2926.357473 = -884350.560376
  nChanged 270
		SP:Iteration 12Q (150736.120000 sec): 3 clusters
  Score: Raw -887465.271291 + Penalty 2926.357473 = -884538.913818
  nChanged 243
		SP:Iteration 13Q (150736.250000 sec): 3 clusters
  Score: Raw -887625.285153 + Penalty 2926.357473 = -884698.927680
  nChanged 212
		SP:Iteration 14Q (150736.390000 sec): 3 clusters
  Score: Raw -887767.762390 + Penalty 2926.357473 = -884841.404917
  nChanged 185
		SP:Iteration 15Q (150736.540000 sec): 3 clusters
  Score: Raw -887901.126907 + Penalty 2926.357473 = -884974.769434
  nChanged 133
		SP:Iteration 16Q (150736.680000 sec): 3 clusters
  Score: Raw -887999.808712 + Penalty 2926.357473 = -885073.451239
  nChanged 106
		SP:Iteration 17Q (150736.890000 sec): 3 clusters
  Score: Raw -888083.306748 + Penalty 2926.357473 = -885156.949275
  nChanged 66
		SP:Iteration 18Q (150737.010000 sec): 3 clusters
  Score: Raw -888136.130896 + Penalty 2926.357473 = -885209.773423
  nChanged 39
		SP:Iteration 19Q (150737.260000 sec): 3 clusters
  Score: Raw -888167.447888 + Penalty 2926.357473 = -885241.090415
  nChanged 33
		SP:Iteration 20F (150737.410000 sec): 3 clusters
  Score: Raw -888192.423659 + Penalty 2926.357473 = -885266.066186
  nChanged 21
		SP:Iteration 21Q (150737.560000 sec): 3 clusters
  Score: Raw -888208.323206 + Penalty 2926.357473 = -885281.965732
  nChanged 20
		SP:Iteration 22Q (150737.700000 sec): 3 clusters
  Score: Raw -888224.923531 + Penalty 2926.357473 = -885298.566058
  nChanged 13
		SP:Iteration 23Q (150737.900000 sec): 3 clusters
  Score: Raw -888233.978037 + Penalty 2926.357473 = -885307.620564
  nChanged 10
		SP:Iteration 24Q (150738.030000 sec): 3 clusters
  Score: Raw -888244.686652 + Penalty 2926.357473 = -885318.329178
  nChanged 14
		SP:Iteration 25Q (150738.180000 sec): 3 clusters
  Score: Raw -888260.405254 + Penalty 2926.357473 = -885334.047781
  nChanged 11
		SP:Iteration 26Q (150738.320000 sec): 3 clusters
  Score: Raw -888273.691922 + Penalty 2926.357473 = -885347.334449
  nChanged 4
		SP:Iteration 27Q (150738.470000 sec): 3 clusters
  Score: Raw -888278.759791 + Penalty 2926.357473 = -885352.402317
  nChanged 3
		SP:Iteration 28Q (150738.640000 sec): 3 clusters
  Score: Raw -888281.320209 + Penalty 2926.357473 = -885354.962736
  nChanged 3
		SP:Iteration 29Q (150738.780000 sec): 3 clusters
  Score: Raw -888283.501287 + Penalty 2926.357473 = -885357.143814
  nChanged 1
		SP:Iteration 30Q (150738.980000 sec): 3 clusters
  Score: Raw -888284.450670 + Penalty 2926.357473 = -885358.093197
  nChanged 1
		SP:Iteration 31Q (150739.120000 sec): 3 clusters
  Score: Raw -888284.979469 + Penalty 2926.357473 = -885358.621996
  nChanged 0
		SP:Iteration 32F (150739.260000 sec): 3 clusters
  Score: Raw -888284.979469 + Penalty 2926.357473 = -885358.621996
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150739.340000 sec): 2 clusters
  Score: Raw -404559.810976 + Penalty 1341.909431 = -403217.901544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150739.450000 sec): 3 clusters
  Score: Raw -402690.137015 + Penalty 2683.818863 = -400006.318153
  nChanged 1565
		SP:Iteration 1F (150739.560000 sec): 3 clusters
  Score: Raw -403631.775805 + Penalty 2683.818863 = -400947.956942
  nChanged 281
		SP:Iteration 2F (150739.670000 sec): 3 clusters
  Score: Raw -403838.198312 + Penalty 2683.818863 = -401154.379449
  nChanged 236
		SP:Iteration 3F (150739.840000 sec): 3 clusters
  Score: Raw -403993.640576 + Penalty 2683.818863 = -401309.821713
  nChanged 175
		SP:Iteration 4Q (150739.950000 sec): 3 clusters
  Score: Raw -404104.136887 + Penalty 2683.818863 = -401420.318024
  nChanged 139
		SP:Iteration 5Q (150740.060000 sec): 3 clusters
  Score: Raw -404194.003695 + Penalty 2683.818863 = -401510.184832
  nChanged 136
		SP:Iteration 6Q (150740.170000 sec): 3 clusters
  Score: Raw -404284.333003 + Penalty 2683.818863 = -401600.514141
  nChanged 123
		SP:Iteration 7Q (150740.280000 sec): 3 clusters
  Score: Raw -404361.395294 + Penalty 2683.818863 = -401677.576431
  nChanged 112
		SP:Iteration 8Q (150740.400000 sec): 3 clusters
  Score: Raw -404443.023979 + Penalty 2683.818863 = -401759.205116
  nChanged 104
		SP:Iteration 9Q (150740.510000 sec): 3 clusters
  Score: Raw -404521.192331 + Penalty 2683.818863 = -401837.373468
  nChanged 104
		SP:Iteration 10Q (150740.620000 sec): 3 clusters
  Score: Raw -404592.339158 + Penalty 2683.818863 = -401908.520296
  nChanged 103
		SP:Iteration 11Q (150740.730000 sec): 3 clusters
  Score: Raw -404654.413580 + Penalty 2683.818863 = -401970.594717
  nChanged 86
		SP:Iteration 12Q (150740.840000 sec): 3 clusters
  Score: Raw -404705.602995 + Penalty 2683.818863 = -402021.784132
  nChanged 75
		SP:Iteration 13Q (150740.970000 sec): 3 clusters
  Score: Raw -404744.210681 + Penalty 2683.818863 = -402060.391818
  nChanged 65
		SP:Iteration 14Q (150741.090000 sec): 3 clusters
  Score: Raw -404779.384906 + Penalty 2683.818863 = -402095.566043
  nChanged 62
		SP:Iteration 15Q (150741.210000 sec): 3 clusters
  Score: Raw -404816.751663 + Penalty 2683.818863 = -402132.932800
  nChanged 54
		SP:Iteration 16Q (150741.320000 sec): 3 clusters
  Score: Raw -404845.616472 + Penalty 2683.818863 = -402161.797609
  nChanged 49
		SP:Iteration 17Q (150741.430000 sec): 3 clusters
  Score: Raw -404868.928991 + Penalty 2683.818863 = -402185.110128
  nChanged 45
		SP:Iteration 18Q (150741.540000 sec): 3 clusters
  Score: Raw -404887.095969 + Penalty 2683.818863 = -402203.277106
  nChanged 45
		SP:Iteration 19Q (150741.650000 sec): 3 clusters
  Score: Raw -404907.172353 + Penalty 2683.818863 = -402223.353490
  nChanged 36
		SP:Iteration 20F (150741.760000 sec): 3 clusters
  Score: Raw -404926.011930 + Penalty 2683.818863 = -402242.193067
  nChanged 34
		SP:Iteration 21Q (150741.880000 sec): 3 clusters
  Score: Raw -404940.704339 + Penalty 2683.818863 = -402256.885476
  nChanged 35
		SP:Iteration 22Q (150741.990000 sec): 3 clusters
  Score: Raw -404952.630011 + Penalty 2683.818863 = -402268.811148
  nChanged 26
		SP:Iteration 23Q (150742.100000 sec): 3 clusters
  Score: Raw -404962.380107 + Penalty 2683.818863 = -402278.561244
  nChanged 27
		SP:Iteration 24Q (150742.210000 sec): 3 clusters
  Score: Raw -404972.692538 + Penalty 2683.818863 = -402288.873675
  nChanged 25
		SP:Iteration 25Q (150742.320000 sec): 3 clusters
  Score: Raw -404984.106094 + Penalty 2683.818863 = -402300.287231
  nChanged 26
		SP:Iteration 26Q (150742.440000 sec): 3 clusters
  Score: Raw -404993.069342 + Penalty 2683.818863 = -402309.250479
  nChanged 19
		SP:Iteration 27Q (150742.550000 sec): 3 clusters
  Score: Raw -404998.906598 + Penalty 2683.818863 = -402315.087735
  nChanged 14
		SP:Iteration 28Q (150742.710000 sec): 3 clusters
  Score: Raw -405002.391628 + Penalty 2683.818863 = -402318.572765
  nChanged 8
		SP:Iteration 29Q (150742.840000 sec): 3 clusters
  Score: Raw -405004.606492 + Penalty 2683.818863 = -402320.787629
  nChanged 10
		SP:Iteration 30Q (150742.930000 sec): 3 clusters
  Score: Raw -405007.072390 + Penalty 2683.818863 = -402323.253528
  nChanged 10
		SP:Iteration 31Q (150743.040000 sec): 3 clusters
  Score: Raw -405009.005387 + Penalty 2683.818863 = -402325.186525
  nChanged 11
		SP:Iteration 32Q (150743.150000 sec): 3 clusters
  Score: Raw -405010.729017 + Penalty 2683.818863 = -402326.910154
  nChanged 8
		SP:Iteration 33Q (150743.260000 sec): 3 clusters
  Score: Raw -405012.535204 + Penalty 2683.818863 = -402328.716341
  nChanged 10
		SP:Iteration 34Q (150743.370000 sec): 3 clusters
  Score: Raw -405015.219974 + Penalty 2683.818863 = -402331.401111
  nChanged 16
		SP:Iteration 35Q (150743.480000 sec): 3 clusters
  Score: Raw -405020.450911 + Penalty 2683.818863 = -402336.632048
  nChanged 16
		SP:Iteration 36Q (150743.600000 sec): 3 clusters
  Score: Raw -405025.663983 + Penalty 2683.818863 = -402341.845121
  nChanged 17
		SP:Iteration 37Q (150743.710000 sec): 3 clusters
  Score: Raw -405032.121545 + Penalty 2683.818863 = -402348.302682
  nChanged 9
		SP:Iteration 38Q (150743.820000 sec): 3 clusters
  Score: Raw -405034.743420 + Penalty 2683.818863 = -402350.924558
  nChanged 15
		SP:Iteration 39Q (150743.930000 sec): 3 clusters
  Score: Raw -405038.978519 + Penalty 2683.818863 = -402355.159656
  nChanged 13
		SP:Iteration 40F (150744.040000 sec): 3 clusters
  Score: Raw -405043.375490 + Penalty 2683.818863 = -402359.556627
  nChanged 16
		SP:Iteration 41Q (150744.160000 sec): 3 clusters
  Score: Raw -405048.052525 + Penalty 2683.818863 = -402364.233662
  nChanged 14
		SP:Iteration 42Q (150744.270000 sec): 3 clusters
  Score: Raw -405052.928353 + Penalty 2683.818863 = -402369.109490
  nChanged 20
		SP:Iteration 43Q (150744.380000 sec): 3 clusters
  Score: Raw -405060.258522 + Penalty 2683.818863 = -402376.439660
  nChanged 26
		SP:Iteration 44Q (150744.490000 sec): 3 clusters
  Score: Raw -405071.111978 + Penalty 2683.818863 = -402387.293115
  nChanged 23
		SP:Iteration 45Q (150744.600000 sec): 3 clusters
  Score: Raw -405079.816097 + Penalty 2683.818863 = -402395.997234
  nChanged 15
		SP:Iteration 46Q (150744.720000 sec): 3 clusters
  Score: Raw -405086.297601 + Penalty 2683.818863 = -402402.478738
  nChanged 15
		SP:Iteration 47Q (150744.830000 sec): 3 clusters
  Score: Raw -405090.596322 + Penalty 2683.818863 = -402406.777459
  nChanged 12
		SP:Iteration 48Q (150744.940000 sec): 3 clusters
  Score: Raw -405093.536220 + Penalty 2683.818863 = -402409.717357
  nChanged 7
		SP:Iteration 49Q (150745.050000 sec): 3 clusters
  Score: Raw -405095.003743 + Penalty 2683.818863 = -402411.184880
  nChanged 9
		SP:Iteration 50Q (150745.160000 sec): 3 clusters
  Score: Raw -405098.789503 + Penalty 2683.818863 = -402414.970640
  nChanged 8
		SP:Iteration 51Q (150745.280000 sec): 3 clusters
  Score: Raw -405102.213896 + Penalty 2683.818863 = -402418.395033
  nChanged 12
		SP:Iteration 52Q (150745.390000 sec): 3 clusters
  Score: Raw -405106.773413 + Penalty 2683.818863 = -402422.954550
  nChanged 7
		SP:Iteration 53Q (150745.510000 sec): 3 clusters
  Score: Raw -405108.176616 + Penalty 2683.818863 = -402424.357753
  nChanged 5
		SP:Iteration 54Q (150745.660000 sec): 3 clusters
  Score: Raw -405109.378222 + Penalty 2683.818863 = -402425.559359
  nChanged 8
		SP:Iteration 55Q (150745.770000 sec): 3 clusters
  Score: Raw -405111.659369 + Penalty 2683.818863 = -402427.840506
  nChanged 6
		SP:Iteration 56Q (150745.890000 sec): 3 clusters
  Score: Raw -405113.331544 + Penalty 2683.818863 = -402429.512681
  nChanged 6
		SP:Iteration 57Q (150745.990000 sec): 3 clusters
  Score: Raw -405115.798092 + Penalty 2683.818863 = -402431.979230
  nChanged 11
		SP:Iteration 58Q (150746.110000 sec): 3 clusters
  Score: Raw -405118.612502 + Penalty 2683.818863 = -402434.793639
  nChanged 8
		SP:Iteration 59Q (150746.200000 sec): 3 clusters
  Score: Raw -405121.216506 + Penalty 2683.818863 = -402437.397643
  nChanged 11
		SP:Iteration 60F (150746.330000 sec): 3 clusters
  Score: Raw -405124.547471 + Penalty 2683.818863 = -402440.728608
  nChanged 10
		SP:Iteration 61Q (150746.440000 sec): 3 clusters
  Score: Raw -405126.710693 + Penalty 2683.818863 = -402442.891830
  nChanged 5
		SP:Iteration 62Q (150746.540000 sec): 3 clusters
  Score: Raw -405127.369632 + Penalty 2683.818863 = -402443.550769
  nChanged 2
		SP:Iteration 63Q (150746.640000 sec): 3 clusters
  Score: Raw -405127.902160 + Penalty 2683.818863 = -402444.083297
  nChanged 0
		SP:Iteration 64F (150746.780000 sec): 3 clusters
  Score: Raw -405127.902160 + Penalty 2683.818863 = -402444.083297
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150747.080000 sec): 2 clusters
  Score: Raw -5307874.897948 + Penalty 1753.120214 = -5306121.777734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150747.530000 sec): 3 clusters
  Score: Raw -5277237.575888 + Penalty 3506.240428 = -5273731.335460
  nChanged 22723
		SP:Iteration 1F (150747.890000 sec): 3 clusters
  Score: Raw -5290336.630362 + Penalty 3506.240428 = -5286830.389934
  nChanged 2246
		SP:Iteration 2Q (150748.370000 sec): 3 clusters
  Score: Raw -5291137.408162 + Penalty 3506.240428 = -5287631.167734
  nChanged 2329
		SP:Iteration 3Q (150748.810000 sec): 3 clusters
  Score: Raw -5292022.653875 + Penalty 3506.240428 = -5288516.413447
  nChanged 2295
		SP:Iteration 4Q (150749.250000 sec): 3 clusters
  Score: Raw -5292938.178905 + Penalty 3506.240428 = -5289431.938477
  nChanged 2324
		SP:Iteration 5Q (150749.710000 sec): 3 clusters
  Score: Raw -5294013.126001 + Penalty 3506.240428 = -5290506.885574
  nChanged 2483
		SP:Iteration 6F (150750.110000 sec): 3 clusters
  Score: Raw -5295348.863157 + Penalty 3506.240428 = -5291842.622729
  nChanged 2545
		SP:Iteration 7F (150750.550000 sec): 3 clusters
  Score: Raw -5296822.523980 + Penalty 3506.240428 = -5293316.283552
  nChanged 2573
		SP:Iteration 8F (150750.930000 sec): 3 clusters
  Score: Raw -5298505.861461 + Penalty 3506.240428 = -5294999.621033
  nChanged 2435
		SP:Iteration 9F (150751.330000 sec): 3 clusters
  Score: Raw -5300057.025085 + Penalty 3506.240428 = -5296550.784657
  nChanged 2163
		SP:Iteration 10Q (150751.740000 sec): 3 clusters
  Score: Raw -5301246.142472 + Penalty 3506.240428 = -5297739.902044
  nChanged 1599
		SP:Iteration 11Q (150752.170000 sec): 3 clusters
  Score: Raw -5301857.260824 + Penalty 3506.240428 = -5298351.020397
  nChanged 1047
		SP:Iteration 12Q (150752.640000 sec): 3 clusters
  Score: Raw -5302158.172150 + Penalty 3506.240428 = -5298651.931722
  nChanged 767
		SP:Iteration 13Q (150753.070000 sec): 3 clusters
  Score: Raw -5302350.403395 + Penalty 3506.240428 = -5298844.162967
  nChanged 630
		SP:Iteration 14Q (150753.500000 sec): 3 clusters
  Score: Raw -5302506.248296 + Penalty 3506.240428 = -5299000.007868
  nChanged 571
		SP:Iteration 15Q (150753.960000 sec): 3 clusters
  Score: Raw -5302642.734414 + Penalty 3506.240428 = -5299136.493986
  nChanged 580
		SP:Iteration 16Q (150754.440000 sec): 3 clusters
  Score: Raw -5302774.823308 + Penalty 3506.240428 = -5299268.582881
  nChanged 553
		SP:Iteration 17Q (150754.830000 sec): 3 clusters
  Score: Raw -5302909.665621 + Penalty 3506.240428 = -5299403.425193
  nChanged 548
		SP:Iteration 18Q (150755.260000 sec): 3 clusters
  Score: Raw -5303051.508314 + Penalty 3506.240428 = -5299545.267886
  nChanged 531
		SP:Iteration 19Q (150755.660000 sec): 3 clusters
  Score: Raw -5303179.676838 + Penalty 3506.240428 = -5299673.436410
  nChanged 532
		SP:Iteration 20F (150756.110000 sec): 3 clusters
  Score: Raw -5303311.228532 + Penalty 3506.240428 = -5299804.988105
  nChanged 514
		SP:Iteration 21Q (150756.610000 sec): 3 clusters
  Score: Raw -5303430.683333 + Penalty 3506.240428 = -5299924.442905
  nChanged 516
		SP:Iteration 22Q (150757.050000 sec): 3 clusters
  Score: Raw -5303551.868816 + Penalty 3506.240428 = -5300045.628388
  nChanged 467
		SP:Iteration 23Q (150757.490000 sec): 3 clusters
  Score: Raw -5303674.185981 + Penalty 3506.240428 = -5300167.945553
  nChanged 485
		SP:Iteration 24Q (150757.870000 sec): 3 clusters
  Score: Raw -5303794.539617 + Penalty 3506.240428 = -5300288.299189
  nChanged 483
		SP:Iteration 25Q (150758.310000 sec): 3 clusters
  Score: Raw -5303906.630432 + Penalty 3506.240428 = -5300400.390004
  nChanged 487
		SP:Iteration 26Q (150758.740000 sec): 3 clusters
  Score: Raw -5304021.112795 + Penalty 3506.240428 = -5300514.872367
  nChanged 475
		SP:Iteration 27Q (150759.210000 sec): 3 clusters
  Score: Raw -5304132.415299 + Penalty 3506.240428 = -5300626.174871
  nChanged 475
		SP:Iteration 28Q (150759.710000 sec): 3 clusters
  Score: Raw -5304238.747006 + Penalty 3506.240428 = -5300732.506578
  nChanged 466
		SP:Iteration 29Q (150760.180000 sec): 3 clusters
  Score: Raw -5304336.725547 + Penalty 3506.240428 = -5300830.485119
  nChanged 451
		SP:Iteration 30Q (150760.590000 sec): 3 clusters
  Score: Raw -5304435.845692 + Penalty 3506.240428 = -5300929.605265
  nChanged 457
		SP:Iteration 31Q (150761.030000 sec): 3 clusters
  Score: Raw -5304547.462764 + Penalty 3506.240428 = -5301041.222336
  nChanged 496
		SP:Iteration 32Q (150761.420000 sec): 3 clusters
  Score: Raw -5304679.643082 + Penalty 3506.240428 = -5301173.402654
  nChanged 493
		SP:Iteration 33Q (150761.880000 sec): 3 clusters
  Score: Raw -5304807.772455 + Penalty 3506.240428 = -5301301.532027
  nChanged 499
		SP:Iteration 34Q (150762.280000 sec): 3 clusters
  Score: Raw -5304949.804730 + Penalty 3506.240428 = -5301443.564303
  nChanged 517
		SP:Iteration 35Q (150762.710000 sec): 3 clusters
  Score: Raw -5305106.692462 + Penalty 3506.240428 = -5301600.452034
  nChanged 521
		SP:Iteration 36Q (150763.090000 sec): 3 clusters
  Score: Raw -5305263.504295 + Penalty 3506.240428 = -5301757.263867
  nChanged 525
		SP:Iteration 37Q (150763.580000 sec): 3 clusters
  Score: Raw -5305425.721055 + Penalty 3506.240428 = -5301919.480628
  nChanged 525
		SP:Iteration 38Q (150764.030000 sec): 3 clusters
  Score: Raw -5305597.246418 + Penalty 3506.240428 = -5302091.005991
  nChanged 551
		SP:Iteration 39Q (150764.520000 sec): 3 clusters
  Score: Raw -5305776.024955 + Penalty 3506.240428 = -5302269.784527
  nChanged 563
		SP:Iteration 40F (150765.010000 sec): 3 clusters
  Score: Raw -5305979.504831 + Penalty 3506.240428 = -5302473.264403
  nChanged 580
		SP:Iteration 41Q (150765.440000 sec): 3 clusters
  Score: Raw -5306197.647099 + Penalty 3506.240428 = -5302691.406671
  nChanged 521
		SP:Iteration 42Q (150765.850000 sec): 3 clusters
  Score: Raw -5306375.971746 + Penalty 3506.240428 = -5302869.731318
  nChanged 471
		SP:Iteration 43Q (150766.320000 sec): 3 clusters
  Score: Raw -5306539.402256 + Penalty 3506.240428 = -5303033.161829
  nChanged 436
		SP:Iteration 44Q (150766.750000 sec): 3 clusters
  Score: Raw -5306672.296589 + Penalty 3506.240428 = -5303166.056161
  nChanged 401
		SP:Iteration 45Q (150767.180000 sec): 3 clusters
  Score: Raw -5306800.251505 + Penalty 3506.240428 = -5303294.011077
  nChanged 373
		SP:Iteration 46Q (150767.580000 sec): 3 clusters
  Score: Raw -5306916.744148 + Penalty 3506.240428 = -5303410.503720
  nChanged 367
		SP:Iteration 47Q (150767.990000 sec): 3 clusters
  Score: Raw -5307023.675655 + Penalty 3506.240428 = -5303517.435228
  nChanged 356
		SP:Iteration 48Q (150768.410000 sec): 3 clusters
  Score: Raw -5307134.984815 + Penalty 3506.240428 = -5303628.744387
  nChanged 342
		SP:Iteration 49Q (150768.920000 sec): 3 clusters
  Score: Raw -5307241.371162 + Penalty 3506.240428 = -5303735.130734
  nChanged 324
		SP:Iteration 50Q (150769.370000 sec): 3 clusters
  Score: Raw -5307348.176592 + Penalty 3506.240428 = -5303841.936165
  nChanged 281
		SP:Iteration 51Q (150769.850000 sec): 3 clusters
  Score: Raw -5307436.885445 + Penalty 3506.240428 = -5303930.645017
  nChanged 257
		SP:Iteration 52Q (150770.210000 sec): 3 clusters
  Score: Raw -5307525.936977 + Penalty 3506.240428 = -5304019.696549
  nChanged 246
		SP:Iteration 53Q (150770.630000 sec): 3 clusters
  Score: Raw -5307601.800772 + Penalty 3506.240428 = -5304095.560344
  nChanged 216
		SP:Iteration 54Q (150771.020000 sec): 3 clusters
  Score: Raw -5307668.484500 + Penalty 3506.240428 = -5304162.244072
  nChanged 211
		SP:Iteration 55Q (150771.470000 sec): 3 clusters
  Score: Raw -5307738.658435 + Penalty 3506.240428 = -5304232.418008
  nChanged 214
		SP:Iteration 56Q (150771.900000 sec): 3 clusters
  Score: Raw -5307816.463844 + Penalty 3506.240428 = -5304310.223416
  nChanged 211
		SP:Iteration 57Q (150772.290000 sec): 3 clusters
  Score: Raw -5307899.635224 + Penalty 3506.240428 = -5304393.394797
  nChanged 191
		SP:Iteration 58Q (150772.700000 sec): 3 clusters
  Score: Raw -5307989.007361 + Penalty 3506.240428 = -5304482.766934
  nChanged 187
		SP:Iteration 59Q (150773.120000 sec): 3 clusters
  Score: Raw -5308070.402532 + Penalty 3506.240428 = -5304564.162105
  nChanged 172
		SP:Iteration 60F (150773.550000 sec): 3 clusters
  Score: Raw -5308133.640206 + Penalty 3506.240428 = -5304627.399778
  nChanged 127
		SP:Iteration 61Q (150773.930000 sec): 3 clusters
  Score: Raw -5308185.655651 + Penalty 3506.240428 = -5304679.415223
  nChanged 114
		SP:Iteration 62Q (150774.320000 sec): 3 clusters
  Score: Raw -5308246.313044 + Penalty 3506.240428 = -5304740.072617
  nChanged 118
		SP:Iteration 63Q (150774.730000 sec): 3 clusters
  Score: Raw -5308301.402627 + Penalty 3506.240428 = -5304795.162199
  nChanged 99
		SP:Iteration 64Q (150775.140000 sec): 3 clusters
  Score: Raw -5308348.115436 + Penalty 3506.240428 = -5304841.875008
  nChanged 84
		SP:Iteration 65Q (150775.580000 sec): 3 clusters
  Score: Raw -5308388.065382 + Penalty 3506.240428 = -5304881.824954
  nChanged 92
		SP:Iteration 66Q (150776.060000 sec): 3 clusters
  Score: Raw -5308426.338827 + Penalty 3506.240428 = -5304920.098399
  nChanged 73
		SP:Iteration 67Q (150776.480000 sec): 3 clusters
  Score: Raw -5308456.584844 + Penalty 3506.240428 = -5304950.344416
  nChanged 53
		SP:Iteration 68Q (150776.890000 sec): 3 clusters
  Score: Raw -5308475.172446 + Penalty 3506.240428 = -5304968.932018
  nChanged 44
		SP:Iteration 69Q (150777.320000 sec): 3 clusters
  Score: Raw -5308489.158023 + Penalty 3506.240428 = -5304982.917596
  nChanged 31
		SP:Iteration 70Q (150777.690000 sec): 3 clusters
  Score: Raw -5308497.891399 + Penalty 3506.240428 = -5304991.650971
  nChanged 26
		SP:Iteration 71Q (150778.140000 sec): 3 clusters
  Score: Raw -5308504.699163 + Penalty 3506.240428 = -5304998.458735
  nChanged 26
		SP:Iteration 72Q (150778.600000 sec): 3 clusters
  Score: Raw -5308511.374470 + Penalty 3506.240428 = -5305005.134042
  nChanged 27
		SP:Iteration 73Q (150779.040000 sec): 3 clusters
  Score: Raw -5308518.375943 + Penalty 3506.240428 = -5305012.135515
  nChanged 13
		SP:Iteration 74Q (150779.480000 sec): 3 clusters
  Score: Raw -5308520.421066 + Penalty 3506.240428 = -5305014.180638
  nChanged 9
		SP:Iteration 75Q (150779.930000 sec): 3 clusters
  Score: Raw -5308522.681413 + Penalty 3506.240428 = -5305016.440985
  nChanged 12
		SP:Iteration 76Q (150780.360000 sec): 3 clusters
  Score: Raw -5308525.602288 + Penalty 3506.240428 = -5305019.361861
  nChanged 12
		SP:Iteration 77Q (150780.800000 sec): 3 clusters
  Score: Raw -5308528.667418 + Penalty 3506.240428 = -5305022.426990
  nChanged 13
		SP:Iteration 78Q (150781.250000 sec): 3 clusters
  Score: Raw -5308532.136068 + Penalty 3506.240428 = -5305025.895640
  nChanged 8
		SP:Iteration 79Q (150781.620000 sec): 3 clusters
  Score: Raw -5308534.479337 + Penalty 3506.240428 = -5305028.238909
  nChanged 11
		SP:Iteration 80F (150782.070000 sec): 3 clusters
  Score: Raw -5308537.142073 + Penalty 3506.240428 = -5305030.901645
  nChanged 6
		SP:Iteration 81Q (150782.490000 sec): 3 clusters
  Score: Raw -5308537.974761 + Penalty 3506.240428 = -5305031.734333
  nChanged 2
		SP:Iteration 82Q (150782.840000 sec): 3 clusters
  Score: Raw -5308538.293064 + Penalty 3506.240428 = -5305032.052636
  nChanged 6
		SP:Iteration 83Q (150783.200000 sec): 3 clusters
  Score: Raw -5308539.465261 + Penalty 3506.240428 = -5305033.224833
  nChanged 8
		SP:Iteration 84Q (150783.650000 sec): 3 clusters
  Score: Raw -5308541.614884 + Penalty 3506.240428 = -5305035.374456
  nChanged 13
		SP:Iteration 85Q (150784.080000 sec): 3 clusters
  Score: Raw -5308545.227134 + Penalty 3506.240428 = -5305038.986706
  nChanged 14
		SP:Iteration 86Q (150784.490000 sec): 3 clusters
  Score: Raw -5308548.577774 + Penalty 3506.240428 = -5305042.337346
  nChanged 13
		SP:Iteration 87Q (150784.910000 sec): 3 clusters
  Score: Raw -5308551.560357 + Penalty 3506.240428 = -5305045.319930
  nChanged 7
		SP:Iteration 88Q (150785.340000 sec): 3 clusters
  Score: Raw -5308553.033909 + Penalty 3506.240428 = -5305046.793481
  nChanged 6
		SP:Iteration 89Q (150785.730000 sec): 3 clusters
  Score: Raw -5308554.205151 + Penalty 3506.240428 = -5305047.964724
  nChanged 2
		SP:Iteration 90Q (150786.140000 sec): 3 clusters
  Score: Raw -5308554.549468 + Penalty 3506.240428 = -5305048.309040
  nChanged 1
		SP:Iteration 91Q (150786.540000 sec): 3 clusters
  Score: Raw -5308554.650865 + Penalty 3506.240428 = -5305048.410437
  nChanged 0
		SP:Iteration 92F (150786.990000 sec): 3 clusters
  Score: Raw -5308554.650865 + Penalty 3506.240428 = -5305048.410437
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150787.090000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150787.210000 sec): 3 clusters
  Score: Raw -22380.825739 + Penalty 1748.466640 = -20632.359100
  nChanged 34
		SP:Iteration 1F (150787.330000 sec): 3 clusters
  Score: Raw -22479.197019 + Penalty 1748.466640 = -20730.730379
  nChanged 6
		SP:Iteration 2Q (150787.460000 sec): 3 clusters
  Score: Raw -22508.374943 + Penalty 1748.466640 = -20759.908303
  nChanged 2
		SP:Iteration 3Q (150787.590000 sec): 3 clusters
  Score: Raw -22514.748874 + Penalty 1748.466640 = -20766.282234
  nChanged 2
		SP:Iteration 4Q (150787.720000 sec): 3 clusters
  Score: Raw -22521.056171 + Penalty 1748.466640 = -20772.589532
  nChanged 1
		SP:Iteration 5Q (150787.850000 sec): 3 clusters
  Score: Raw -22524.069632 + Penalty 1748.466640 = -20775.602992
  nChanged 0
		SP:Iteration 6F (150787.980000 sec): 3 clusters
  Score: Raw -22524.069632 + Penalty 1748.466640 = -20775.602992
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150788.090000 sec): 2 clusters
  Score: Raw -354397.697115 + Penalty 1320.847153 = -353076.849962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150788.220000 sec): 3 clusters
  Score: Raw -352809.035105 + Penalty 2641.694306 = -350167.340799
  nChanged 1309
		SP:Iteration 1F (150788.360000 sec): 3 clusters
  Score: Raw -353672.600976 + Penalty 2641.694306 = -351030.906670
  nChanged 310
		SP:Iteration 2F (150788.480000 sec): 3 clusters
  Score: Raw -353963.392518 + Penalty 2641.694306 = -351321.698212
  nChanged 243
		SP:Iteration 3F (150788.600000 sec): 3 clusters
  Score: Raw -354257.535090 + Penalty 2641.694306 = -351615.840784
  nChanged 225
		SP:Iteration 4F (150788.730000 sec): 3 clusters
  Score: Raw -354544.610700 + Penalty 2641.694306 = -351902.916394
  nChanged 229
		SP:Iteration 5F (150788.860000 sec): 3 clusters
  Score: Raw -354799.397152 + Penalty 2641.694306 = -352157.702846
  nChanged 192
		SP:Iteration 6F (150788.980000 sec): 3 clusters
  Score: Raw -354969.465155 + Penalty 2641.694306 = -352327.770850
  nChanged 130
		SP:Iteration 7Q (150789.110000 sec): 3 clusters
  Score: Raw -355064.678310 + Penalty 2641.694306 = -352422.984004
  nChanged 98
		SP:Iteration 8Q (150789.240000 sec): 3 clusters
  Score: Raw -355141.586023 + Penalty 2641.694306 = -352499.891718
  nChanged 80
		SP:Iteration 9Q (150789.360000 sec): 3 clusters
  Score: Raw -355199.073867 + Penalty 2641.694306 = -352557.379561
  nChanged 51
		SP:Iteration 10Q (150789.500000 sec): 3 clusters
  Score: Raw -355225.399368 + Penalty 2641.694306 = -352583.705062
  nChanged 35
		SP:Iteration 11Q (150789.660000 sec): 3 clusters
  Score: Raw -355241.049028 + Penalty 2641.694306 = -352599.354722
  nChanged 31
		SP:Iteration 12Q (150789.790000 sec): 3 clusters
  Score: Raw -355254.249632 + Penalty 2641.694306 = -352612.555326
  nChanged 24
		SP:Iteration 13Q (150789.930000 sec): 3 clusters
  Score: Raw -355268.342716 + Penalty 2641.694306 = -352626.648410
  nChanged 33
		SP:Iteration 14Q (150790.040000 sec): 3 clusters
  Score: Raw -355287.556942 + Penalty 2641.694306 = -352645.862636
  nChanged 37
		SP:Iteration 15Q (150790.150000 sec): 3 clusters
  Score: Raw -355312.224083 + Penalty 2641.694306 = -352670.529777
  nChanged 42
		SP:Iteration 16Q (150790.270000 sec): 3 clusters
  Score: Raw -355340.554155 + Penalty 2641.694306 = -352698.859850
  nChanged 42
		SP:Iteration 17Q (150790.380000 sec): 3 clusters
  Score: Raw -355364.048385 + Penalty 2641.694306 = -352722.354079
  nChanged 25
		SP:Iteration 18Q (150790.520000 sec): 3 clusters
  Score: Raw -355374.270789 + Penalty 2641.694306 = -352732.576483
  nChanged 26
		SP:Iteration 19Q (150790.630000 sec): 3 clusters
  Score: Raw -355386.846818 + Penalty 2641.694306 = -352745.152513
  nChanged 24
		SP:Iteration 20F (150790.750000 sec): 3 clusters
  Score: Raw -355397.317117 + Penalty 2641.694306 = -352755.622811
  nChanged 25
		SP:Iteration 21Q (150790.860000 sec): 3 clusters
  Score: Raw -355406.340552 + Penalty 2641.694306 = -352764.646246
  nChanged 11
		SP:Iteration 22Q (150790.970000 sec): 3 clusters
  Score: Raw -355410.100722 + Penalty 2641.694306 = -352768.406416
  nChanged 13
		SP:Iteration 23Q (150791.080000 sec): 3 clusters
  Score: Raw -355414.921273 + Penalty 2641.694306 = -352773.226968
  nChanged 10
		SP:Iteration 24Q (150791.200000 sec): 3 clusters
  Score: Raw -355418.374096 + Penalty 2641.694306 = -352776.679790
  nChanged 15
		SP:Iteration 25Q (150791.320000 sec): 3 clusters
  Score: Raw -355423.581575 + Penalty 2641.694306 = -352781.887269
  nChanged 11
		SP:Iteration 26Q (150791.430000 sec): 3 clusters
  Score: Raw -355427.304583 + Penalty 2641.694306 = -352785.610277
  nChanged 10
		SP:Iteration 27Q (150791.550000 sec): 3 clusters
  Score: Raw -355430.154990 + Penalty 2641.694306 = -352788.460684
  nChanged 8
		SP:Iteration 28Q (150791.680000 sec): 3 clusters
  Score: Raw -355432.682016 + Penalty 2641.694306 = -352790.987710
  nChanged 6
		SP:Iteration 29Q (150791.810000 sec): 3 clusters
  Score: Raw -355434.244914 + Penalty 2641.694306 = -352792.550608
  nChanged 6
		SP:Iteration 30Q (150791.930000 sec): 3 clusters
  Score: Raw -355435.822555 + Penalty 2641.694306 = -352794.128250
  nChanged 1
		SP:Iteration 31Q (150792.060000 sec): 3 clusters
  Score: Raw -355435.953408 + Penalty 2641.694306 = -352794.259103
  nChanged 2
		SP:Iteration 32Q (150792.190000 sec): 3 clusters
  Score: Raw -355436.496962 + Penalty 2641.694306 = -352794.802657
  nChanged 4
		SP:Iteration 33Q (150792.320000 sec): 3 clusters
  Score: Raw -355438.651736 + Penalty 2641.694306 = -352796.957430
  nChanged 6
		SP:Iteration 34Q (150792.440000 sec): 3 clusters
  Score: Raw -355440.462998 + Penalty 2641.694306 = -352798.768692
  nChanged 6
		SP:Iteration 35Q (150792.570000 sec): 3 clusters
  Score: Raw -355442.241837 + Penalty 2641.694306 = -352800.547531
  nChanged 4
		SP:Iteration 36Q (150792.700000 sec): 3 clusters
  Score: Raw -355443.348872 + Penalty 2641.694306 = -352801.654567
  nChanged 2
		SP:Iteration 37Q (150792.830000 sec): 3 clusters
  Score: Raw -355443.879687 + Penalty 2641.694306 = -352802.185381
  nChanged 3
		SP:Iteration 38Q (150792.950000 sec): 3 clusters
  Score: Raw -355444.221577 + Penalty 2641.694306 = -352802.527271
  nChanged 0
		SP:Iteration 39F (150793.090000 sec): 3 clusters
  Score: Raw -355444.221577 + Penalty 2641.694306 = -352802.527271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (2231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150793.210000 sec): 2 clusters
  Score: Raw -214592.749016 + Penalty 1252.908344 = -213339.840672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150793.320000 sec): 3 clusters
  Score: Raw -213608.742659 + Penalty 2505.816688 = -211102.925971
  nChanged 813
		SP:Iteration 1F (150793.440000 sec): 3 clusters
  Score: Raw -214203.640121 + Penalty 2505.816688 = -211697.823433
  nChanged 221
		SP:Iteration 2F (150793.540000 sec): 3 clusters
  Score: Raw -214395.997431 + Penalty 2505.816688 = -211890.180743
  nChanged 153
		SP:Iteration 3F (150793.650000 sec): 3 clusters
  Score: Raw -214509.418833 + Penalty 2505.816688 = -212003.602145
  nChanged 104
		SP:Iteration 4Q (150793.760000 sec): 3 clusters
  Score: Raw -214592.125023 + Penalty 2505.816688 = -212086.308335
  nChanged 81
		SP:Iteration 5Q (150793.870000 sec): 3 clusters
  Score: Raw -214654.617155 + Penalty 2505.816688 = -212148.800466
  nChanged 69
		SP:Iteration 6Q (150793.990000 sec): 3 clusters
  Score: Raw -214708.780107 + Penalty 2505.816688 = -212202.963419
  nChanged 63
		SP:Iteration 7Q (150794.110000 sec): 3 clusters
  Score: Raw -214765.899571 + Penalty 2505.816688 = -212260.082883
  nChanged 58
		SP:Iteration 8Q (150794.230000 sec): 3 clusters
  Score: Raw -214811.888166 + Penalty 2505.816688 = -212306.071477
  nChanged 44
		SP:Iteration 9Q (150794.350000 sec): 3 clusters
  Score: Raw -214839.160922 + Penalty 2505.816688 = -212333.344234
  nChanged 37
		SP:Iteration 10Q (150794.460000 sec): 3 clusters
  Score: Raw -214866.332701 + Penalty 2505.816688 = -212360.516013
  nChanged 29
		SP:Iteration 11Q (150794.570000 sec): 3 clusters
  Score: Raw -214887.215459 + Penalty 2505.816688 = -212381.398771
  nChanged 36
		SP:Iteration 12Q (150794.680000 sec): 3 clusters
  Score: Raw -214911.682909 + Penalty 2505.816688 = -212405.866220
  nChanged 25
		SP:Iteration 13Q (150794.790000 sec): 3 clusters
  Score: Raw -214926.126876 + Penalty 2505.816688 = -212420.310188
  nChanged 17
		SP:Iteration 14Q (150794.910000 sec): 3 clusters
  Score: Raw -214937.064806 + Penalty 2505.816688 = -212431.248118
  nChanged 18
		SP:Iteration 15Q (150795.020000 sec): 3 clusters
  Score: Raw -214948.674277 + Penalty 2505.816688 = -212442.857589
  nChanged 25
		SP:Iteration 16Q (150795.180000 sec): 3 clusters
  Score: Raw -214964.253535 + Penalty 2505.816688 = -212458.436847
  nChanged 21
		SP:Iteration 17Q (150795.310000 sec): 3 clusters
  Score: Raw -214972.037647 + Penalty 2505.816688 = -212466.220959
  nChanged 14
		SP:Iteration 18Q (150795.460000 sec): 3 clusters
  Score: Raw -214986.708696 + Penalty 2505.816688 = -212480.892008
  nChanged 16
		SP:Iteration 19Q (150795.560000 sec): 3 clusters
  Score: Raw -214994.950338 + Penalty 2505.816688 = -212489.133650
  nChanged 17
		SP:Iteration 20F (150795.690000 sec): 3 clusters
  Score: Raw -215007.058716 + Penalty 2505.816688 = -212501.242028
  nChanged 16
		SP:Iteration 21Q (150795.830000 sec): 3 clusters
  Score: Raw -215018.254806 + Penalty 2505.816688 = -212512.438118
  nChanged 15
		SP:Iteration 22Q (150795.950000 sec): 3 clusters
  Score: Raw -215026.309146 + Penalty 2505.816688 = -212520.492457
  nChanged 17
		SP:Iteration 23Q (150796.070000 sec): 3 clusters
  Score: Raw -215034.843879 + Penalty 2505.816688 = -212529.027191
  nChanged 13
		SP:Iteration 24Q (150796.200000 sec): 3 clusters
  Score: Raw -215042.170245 + Penalty 2505.816688 = -212536.353556
  nChanged 11
		SP:Iteration 25Q (150796.330000 sec): 3 clusters
  Score: Raw -215048.625076 + Penalty 2505.816688 = -212542.808388
  nChanged 6
		SP:Iteration 26Q (150796.450000 sec): 3 clusters
  Score: Raw -215051.684005 + Penalty 2505.816688 = -212545.867317
  nChanged 4
		SP:Iteration 27Q (150796.580000 sec): 3 clusters
  Score: Raw -215056.649177 + Penalty 2505.816688 = -212550.832488
  nChanged 9
		SP:Iteration 28Q (150796.700000 sec): 3 clusters
  Score: Raw -215064.515698 + Penalty 2505.816688 = -212558.699010
  nChanged 7
		SP:Iteration 29Q (150796.830000 sec): 3 clusters
  Score: Raw -215070.268128 + Penalty 2505.816688 = -212564.451440
  nChanged 7
		SP:Iteration 30Q (150796.950000 sec): 3 clusters
  Score: Raw -215074.278055 + Penalty 2505.816688 = -212568.461366
  nChanged 8
		SP:Iteration 31Q (150797.070000 sec): 3 clusters
  Score: Raw -215077.278489 + Penalty 2505.816688 = -212571.461801
  nChanged 4
		SP:Iteration 32Q (150797.200000 sec): 3 clusters
  Score: Raw -215078.926771 + Penalty 2505.816688 = -212573.110082
  nChanged 2
		SP:Iteration 33Q (150797.340000 sec): 3 clusters
  Score: Raw -215080.172156 + Penalty 2505.816688 = -212574.355468
  nChanged 2
		SP:Iteration 34Q (150797.450000 sec): 3 clusters
  Score: Raw -215080.743603 + Penalty 2505.816688 = -212574.926914
  nChanged 0
		SP:Iteration 35F (150797.580000 sec): 3 clusters
  Score: Raw -215080.743603 + Penalty 2505.816688 = -212574.926914
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 80 (4110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150797.690000 sec): 2 clusters
  Score: Raw -463850.135791 + Penalty 1352.191475 = -462497.944316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150797.850000 sec): 3 clusters
  Score: Raw -461811.215910 + Penalty 2704.382950 = -459106.832961
  nChanged 1647
		SP:Iteration 1F (150798.010000 sec): 3 clusters
  Score: Raw -462752.401007 + Penalty 2704.382950 = -460048.018057
  nChanged 285
		SP:Iteration 2F (150798.110000 sec): 3 clusters
  Score: Raw -462903.033114 + Penalty 2704.382950 = -460198.650164
  nChanged 200
		SP:Iteration 3Q (150798.250000 sec): 3 clusters
  Score: Raw -463005.586449 + Penalty 2704.382950 = -460301.203499
  nChanged 151
		SP:Iteration 4Q (150798.360000 sec): 3 clusters
  Score: Raw -463082.605854 + Penalty 2704.382950 = -460378.222904
  nChanged 116
		SP:Iteration 5Q (150798.470000 sec): 3 clusters
  Score: Raw -463129.749716 + Penalty 2704.382950 = -460425.366766
  nChanged 96
		SP:Iteration 6Q (150798.580000 sec): 3 clusters
  Score: Raw -463171.962662 + Penalty 2704.382950 = -460467.579712
  nChanged 86
		SP:Iteration 7Q (150798.690000 sec): 3 clusters
  Score: Raw -463212.775544 + Penalty 2704.382950 = -460508.392594
  nChanged 82
		SP:Iteration 8Q (150798.800000 sec): 3 clusters
  Score: Raw -463244.290600 + Penalty 2704.382950 = -460539.907650
  nChanged 79
		SP:Iteration 9Q (150798.910000 sec): 3 clusters
  Score: Raw -463278.481771 + Penalty 2704.382950 = -460574.098821
  nChanged 82
		SP:Iteration 10Q (150799.020000 sec): 3 clusters
  Score: Raw -463312.714442 + Penalty 2704.382950 = -460608.331492
  nChanged 74
		SP:Iteration 11Q (150799.140000 sec): 3 clusters
  Score: Raw -463342.246839 + Penalty 2704.382950 = -460637.863890
  nChanged 56
		SP:Iteration 12Q (150799.250000 sec): 3 clusters
  Score: Raw -463364.707712 + Penalty 2704.382950 = -460660.324762
  nChanged 59
		SP:Iteration 13Q (150799.360000 sec): 3 clusters
  Score: Raw -463390.791134 + Penalty 2704.382950 = -460686.408184
  nChanged 52
		SP:Iteration 14Q (150799.500000 sec): 3 clusters
  Score: Raw -463409.085584 + Penalty 2704.382950 = -460704.702634
  nChanged 44
		SP:Iteration 15Q (150799.630000 sec): 3 clusters
  Score: Raw -463423.685879 + Penalty 2704.382950 = -460719.302929
  nChanged 38
		SP:Iteration 16Q (150799.730000 sec): 3 clusters
  Score: Raw -463439.105080 + Penalty 2704.382950 = -460734.722130
  nChanged 47
		SP:Iteration 17Q (150799.920000 sec): 3 clusters
  Score: Raw -463456.510137 + Penalty 2704.382950 = -460752.127187
  nChanged 50
		SP:Iteration 18Q (150800.050000 sec): 3 clusters
  Score: Raw -463472.666967 + Penalty 2704.382950 = -460768.284017
  nChanged 32
		SP:Iteration 19Q (150800.150000 sec): 3 clusters
  Score: Raw -463481.716950 + Penalty 2704.382950 = -460777.334000
  nChanged 27
		SP:Iteration 20F (150800.270000 sec): 3 clusters
  Score: Raw -463490.027844 + Penalty 2704.382950 = -460785.644894
  nChanged 27
		SP:Iteration 21Q (150800.380000 sec): 3 clusters
  Score: Raw -463498.186539 + Penalty 2704.382950 = -460793.803589
  nChanged 27
		SP:Iteration 22Q (150800.490000 sec): 3 clusters
  Score: Raw -463505.606487 + Penalty 2704.382950 = -460801.223537
  nChanged 20
		SP:Iteration 23Q (150800.650000 sec): 3 clusters
  Score: Raw -463510.878262 + Penalty 2704.382950 = -460806.495312
  nChanged 17
		SP:Iteration 24Q (150800.790000 sec): 3 clusters
  Score: Raw -463515.309111 + Penalty 2704.382950 = -460810.926161
  nChanged 15
		SP:Iteration 25Q (150800.910000 sec): 3 clusters
  Score: Raw -463520.192318 + Penalty 2704.382950 = -460815.809368
  nChanged 16
		SP:Iteration 26Q (150801.030000 sec): 3 clusters
  Score: Raw -463525.071489 + Penalty 2704.382950 = -460820.688540
  nChanged 17
		SP:Iteration 27Q (150801.160000 sec): 3 clusters
  Score: Raw -463529.326069 + Penalty 2704.382950 = -460824.943119
  nChanged 10
		SP:Iteration 28Q (150801.280000 sec): 3 clusters
  Score: Raw -463532.654924 + Penalty 2704.382950 = -460828.271975
  nChanged 14
		SP:Iteration 29Q (150801.390000 sec): 3 clusters
  Score: Raw -463536.759795 + Penalty 2704.382950 = -460832.376845
  nChanged 14
		SP:Iteration 30Q (150801.500000 sec): 3 clusters
  Score: Raw -463540.540941 + Penalty 2704.382950 = -460836.157991
  nChanged 17
		SP:Iteration 31Q (150801.610000 sec): 3 clusters
  Score: Raw -463545.591680 + Penalty 2704.382950 = -460841.208730
  nChanged 17
		SP:Iteration 32Q (150801.720000 sec): 3 clusters
  Score: Raw -463551.452413 + Penalty 2704.382950 = -460847.069463
  nChanged 18
		SP:Iteration 33Q (150801.850000 sec): 3 clusters
  Score: Raw -463558.333359 + Penalty 2704.382950 = -460853.950409
  nChanged 20
		SP:Iteration 34Q (150801.970000 sec): 3 clusters
  Score: Raw -463564.491329 + Penalty 2704.382950 = -460860.108379
  nChanged 19
		SP:Iteration 35Q (150802.100000 sec): 3 clusters
  Score: Raw -463569.774681 + Penalty 2704.382950 = -460865.391731
  nChanged 16
		SP:Iteration 36Q (150802.220000 sec): 3 clusters
  Score: Raw -463573.677033 + Penalty 2704.382950 = -460869.294083
  nChanged 16
		SP:Iteration 37Q (150802.350000 sec): 3 clusters
  Score: Raw -463578.310491 + Penalty 2704.382950 = -460873.927541
  nChanged 16
		SP:Iteration 38Q (150802.520000 sec): 3 clusters
  Score: Raw -463583.062307 + Penalty 2704.382950 = -460878.679357
  nChanged 15
		SP:Iteration 39Q (150802.630000 sec): 3 clusters
  Score: Raw -463588.994177 + Penalty 2704.382950 = -460884.611227
  nChanged 17
		SP:Iteration 40F (150802.750000 sec): 3 clusters
  Score: Raw -463597.097911 + Penalty 2704.382950 = -460892.714961
  nChanged 20
		SP:Iteration 41Q (150802.900000 sec): 3 clusters
  Score: Raw -463605.242648 + Penalty 2704.382950 = -460900.859698
  nChanged 16
		SP:Iteration 42Q (150803.010000 sec): 3 clusters
  Score: Raw -463609.827434 + Penalty 2704.382950 = -460905.444484
  nChanged 13
		SP:Iteration 43Q (150803.190000 sec): 3 clusters
  Score: Raw -463614.698305 + Penalty 2704.382950 = -460910.315355
  nChanged 13
		SP:Iteration 44Q (150803.310000 sec): 3 clusters
  Score: Raw -463618.797538 + Penalty 2704.382950 = -460914.414588
  nChanged 13
		SP:Iteration 45Q (150803.420000 sec): 3 clusters
  Score: Raw -463624.090908 + Penalty 2704.382950 = -460919.707958
  nChanged 17
		SP:Iteration 46Q (150803.540000 sec): 3 clusters
  Score: Raw -463630.332136 + Penalty 2704.382950 = -460925.949186
  nChanged 16
		SP:Iteration 47Q (150803.650000 sec): 3 clusters
  Score: Raw -463635.278024 + Penalty 2704.382950 = -460930.895074
  nChanged 11
		SP:Iteration 48Q (150803.760000 sec): 3 clusters
  Score: Raw -463637.904280 + Penalty 2704.382950 = -460933.521330
  nChanged 9
		SP:Iteration 49Q (150803.870000 sec): 3 clusters
  Score: Raw -463640.533955 + Penalty 2704.382950 = -460936.151005
  nChanged 11
		SP:Iteration 50Q (150804.000000 sec): 3 clusters
  Score: Raw -463644.675944 + Penalty 2704.382950 = -460940.292994
  nChanged 9
		SP:Iteration 51Q (150804.110000 sec): 3 clusters
  Score: Raw -463647.812790 + Penalty 2704.382950 = -460943.429840
  nChanged 11
		SP:Iteration 52Q (150804.230000 sec): 3 clusters
  Score: Raw -463651.836670 + Penalty 2704.382950 = -460947.453720
  nChanged 11
		SP:Iteration 53Q (150804.340000 sec): 3 clusters
  Score: Raw -463654.811715 + Penalty 2704.382950 = -460950.428765
  nChanged 9
		SP:Iteration 54Q (150804.450000 sec): 3 clusters
  Score: Raw -463657.765376 + Penalty 2704.382950 = -460953.382426
  nChanged 9
		SP:Iteration 55Q (150804.560000 sec): 3 clusters
  Score: Raw -463661.029071 + Penalty 2704.382950 = -460956.646121
  nChanged 15
		SP:Iteration 56Q (150804.670000 sec): 3 clusters
  Score: Raw -463667.077095 + Penalty 2704.382950 = -460962.694145
  nChanged 11
		SP:Iteration 57Q (150804.780000 sec): 3 clusters
  Score: Raw -463671.109891 + Penalty 2704.382950 = -460966.726941
  nChanged 11
		SP:Iteration 58Q (150804.890000 sec): 3 clusters
  Score: Raw -463676.063808 + Penalty 2704.382950 = -460971.680858
  nChanged 13
		SP:Iteration 59Q (150805.010000 sec): 3 clusters
  Score: Raw -463682.598215 + Penalty 2704.382950 = -460978.215265
  nChanged 19
		SP:Iteration 60F (150805.150000 sec): 3 clusters
  Score: Raw -463695.466493 + Penalty 2704.382950 = -460991.083543
  nChanged 17
		SP:Iteration 61Q (150805.290000 sec): 3 clusters
  Score: Raw -463701.120887 + Penalty 2704.382950 = -460996.737937
  nChanged 15
		SP:Iteration 62Q (150805.420000 sec): 3 clusters
  Score: Raw -463707.138118 + Penalty 2704.382950 = -461002.755168
  nChanged 18
		SP:Iteration 63Q (150805.570000 sec): 3 clusters
  Score: Raw -463712.879049 + Penalty 2704.382950 = -461008.496099
  nChanged 6
		SP:Iteration 64Q (150805.730000 sec): 3 clusters
  Score: Raw -463715.157147 + Penalty 2704.382950 = -461010.774197
  nChanged 8
		SP:Iteration 65Q (150805.860000 sec): 3 clusters
  Score: Raw -463717.422139 + Penalty 2704.382950 = -461013.039189
  nChanged 5
		SP:Iteration 66Q (150805.960000 sec): 3 clusters
  Score: Raw -463720.166187 + Penalty 2704.382950 = -461015.783237
  nChanged 12
		SP:Iteration 67Q (150806.080000 sec): 3 clusters
  Score: Raw -463724.927069 + Penalty 2704.382950 = -461020.544119
  nChanged 17
		SP:Iteration 68Q (150806.270000 sec): 3 clusters
  Score: Raw -463729.689438 + Penalty 2704.382950 = -461025.306488
  nChanged 9
		SP:Iteration 69Q (150806.380000 sec): 3 clusters
  Score: Raw -463732.734748 + Penalty 2704.382950 = -461028.351798
  nChanged 8
		SP:Iteration 70Q (150806.510000 sec): 3 clusters
  Score: Raw -463735.360248 + Penalty 2704.382950 = -461030.977298
  nChanged 10
		SP:Iteration 71Q (150806.660000 sec): 3 clusters
  Score: Raw -463739.096821 + Penalty 2704.382950 = -461034.713871
  nChanged 12
		SP:Iteration 72Q (150806.800000 sec): 3 clusters
  Score: Raw -463745.694004 + Penalty 2704.382950 = -461041.311054
  nChanged 13
		SP:Iteration 73Q (150806.920000 sec): 3 clusters
  Score: Raw -463752.922884 + Penalty 2704.382950 = -461048.539934
  nChanged 14
		SP:Iteration 74Q (150807.040000 sec): 3 clusters
  Score: Raw -463758.376381 + Penalty 2704.382950 = -461053.993431
  nChanged 9
		SP:Iteration 75Q (150807.150000 sec): 3 clusters
  Score: Raw -463762.838849 + Penalty 2704.382950 = -461058.455900
  nChanged 7
		SP:Iteration 76Q (150807.260000 sec): 3 clusters
  Score: Raw -463766.270451 + Penalty 2704.382950 = -461061.887502
  nChanged 9
		SP:Iteration 77Q (150807.380000 sec): 3 clusters
  Score: Raw -463769.482329 + Penalty 2704.382950 = -461065.099379
  nChanged 10
		SP:Iteration 78Q (150807.490000 sec): 3 clusters
  Score: Raw -463775.227592 + Penalty 2704.382950 = -461070.844642
  nChanged 12
		SP:Iteration 79Q (150807.600000 sec): 3 clusters
  Score: Raw -463781.075324 + Penalty 2704.382950 = -461076.692374
  nChanged 17
		SP:Iteration 80F (150807.720000 sec): 3 clusters
  Score: Raw -463788.622476 + Penalty 2704.382950 = -461084.239526
  nChanged 21
		SP:Iteration 81Q (150807.830000 sec): 3 clusters
  Score: Raw -463796.895309 + Penalty 2704.382950 = -461092.512359
  nChanged 19
		SP:Iteration 82Q (150807.950000 sec): 3 clusters
  Score: Raw -463804.911169 + Penalty 2704.382950 = -461100.528219
  nChanged 15
		SP:Iteration 83Q (150808.080000 sec): 3 clusters
  Score: Raw -463812.742687 + Penalty 2704.382950 = -461108.359737
  nChanged 17
		SP:Iteration 84Q (150808.220000 sec): 3 clusters
  Score: Raw -463821.688429 + Penalty 2704.382950 = -461117.305480
  nChanged 20
		SP:Iteration 85Q (150808.330000 sec): 3 clusters
  Score: Raw -463834.464005 + Penalty 2704.382950 = -461130.081056
  nChanged 18
		SP:Iteration 86Q (150808.460000 sec): 3 clusters
  Score: Raw -463847.422993 + Penalty 2704.382950 = -461143.040043
  nChanged 15
		SP:Iteration 87Q (150808.590000 sec): 3 clusters
  Score: Raw -463856.699356 + Penalty 2704.382950 = -461152.316406
  nChanged 14
		SP:Iteration 88Q (150808.720000 sec): 3 clusters
  Score: Raw -463865.172267 + Penalty 2704.382950 = -461160.789317
  nChanged 18
		SP:Iteration 89Q (150808.890000 sec): 3 clusters
  Score: Raw -463874.165337 + Penalty 2704.382950 = -461169.782387
  nChanged 13
		SP:Iteration 90Q (150809.020000 sec): 3 clusters
  Score: Raw -463881.155226 + Penalty 2704.382950 = -461176.772276
  nChanged 16
		SP:Iteration 91Q (150809.150000 sec): 3 clusters
  Score: Raw -463891.436673 + Penalty 2704.382950 = -461187.053723
  nChanged 19
		SP:Iteration 92Q (150809.280000 sec): 3 clusters
  Score: Raw -463905.891846 + Penalty 2704.382950 = -461201.508896
  nChanged 25
		SP:Iteration 93Q (150809.400000 sec): 3 clusters
  Score: Raw -463918.696831 + Penalty 2704.382950 = -461214.313881
  nChanged 24
		SP:Iteration 94Q (150809.530000 sec): 3 clusters
  Score: Raw -463931.523643 + Penalty 2704.382950 = -461227.140693
  nChanged 17
		SP:Iteration 95Q (150809.660000 sec): 3 clusters
  Score: Raw -463941.627933 + Penalty 2704.382950 = -461237.244983
  nChanged 11
		SP:Iteration 96Q (150809.790000 sec): 3 clusters
  Score: Raw -463948.849075 + Penalty 2704.382950 = -461244.466125
  nChanged 12
		SP:Iteration 97Q (150809.920000 sec): 3 clusters
  Score: Raw -463954.535150 + Penalty 2704.382950 = -461250.152200
  nChanged 9
		SP:Iteration 98Q (150810.070000 sec): 3 clusters
  Score: Raw -463958.201573 + Penalty 2704.382950 = -461253.818623
  nChanged 6
		SP:Iteration 99Q (150810.220000 sec): 3 clusters
  Score: Raw -463961.581406 + Penalty 2704.382950 = -461257.198456
  nChanged 4
		SP:Iteration 100F (150810.360000 sec): 3 clusters
  Score: Raw -463962.828383 + Penalty 2704.382950 = -461258.445433
  nChanged 5
		SP:Iteration 101Q (150810.470000 sec): 3 clusters
  Score: Raw -463965.143680 + Penalty 2704.382950 = -461260.760730
  nChanged 4
		SP:Iteration 102Q (150810.590000 sec): 3 clusters
  Score: Raw -463966.612635 + Penalty 2704.382950 = -461262.229685
  nChanged 0
		SP:Iteration 103F (150810.720000 sec): 3 clusters
  Score: Raw -463966.612635 + Penalty 2704.382950 = -461262.229685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 81 (3238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150810.860000 sec): 2 clusters
  Score: Raw -347037.215903 + Penalty 1313.440559 = -345723.775343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150810.970000 sec): 3 clusters
  Score: Raw -345479.841868 + Penalty 2626.881119 = -342852.960749
  nChanged 1244
		SP:Iteration 1F (150811.090000 sec): 3 clusters
  Score: Raw -346208.099721 + Penalty 2626.881119 = -343581.218603
  nChanged 250
		SP:Iteration 2F (150811.200000 sec): 3 clusters
  Score: Raw -346367.595132 + Penalty 2626.881119 = -343740.714013
  nChanged 161
		SP:Iteration 3Q (150811.320000 sec): 3 clusters
  Score: Raw -346464.980532 + Penalty 2626.881119 = -343838.099413
  nChanged 135
		SP:Iteration 4Q (150811.430000 sec): 3 clusters
  Score: Raw -346541.319511 + Penalty 2626.881119 = -343914.438392
  nChanged 108
		SP:Iteration 5Q (150811.550000 sec): 3 clusters
  Score: Raw -346605.851875 + Penalty 2626.881119 = -343978.970756
  nChanged 90
		SP:Iteration 6Q (150811.680000 sec): 3 clusters
  Score: Raw -346648.504206 + Penalty 2626.881119 = -344021.623087
  nChanged 58
		SP:Iteration 7Q (150811.800000 sec): 3 clusters
  Score: Raw -346681.569823 + Penalty 2626.881119 = -344054.688704
  nChanged 44
		SP:Iteration 8Q (150811.970000 sec): 3 clusters
  Score: Raw -346697.838991 + Penalty 2626.881119 = -344070.957872
  nChanged 46
		SP:Iteration 9Q (150812.130000 sec): 3 clusters
  Score: Raw -346720.122457 + Penalty 2626.881119 = -344093.241338
  nChanged 68
		SP:Iteration 10Q (150812.260000 sec): 3 clusters
  Score: Raw -346752.029535 + Penalty 2626.881119 = -344125.148416
  nChanged 66
		SP:Iteration 11Q (150812.410000 sec): 3 clusters
  Score: Raw -346785.929911 + Penalty 2626.881119 = -344159.048792
  nChanged 69
		SP:Iteration 12Q (150812.550000 sec): 3 clusters
  Score: Raw -346820.338966 + Penalty 2626.881119 = -344193.457848
  nChanged 69
		SP:Iteration 13Q (150812.670000 sec): 3 clusters
  Score: Raw -346861.275177 + Penalty 2626.881119 = -344234.394059
  nChanged 73
		SP:Iteration 14Q (150812.800000 sec): 3 clusters
  Score: Raw -346906.134128 + Penalty 2626.881119 = -344279.253009
  nChanged 63
		SP:Iteration 15Q (150812.910000 sec): 3 clusters
  Score: Raw -346938.831185 + Penalty 2626.881119 = -344311.950066
  nChanged 61
		SP:Iteration 16Q (150813.020000 sec): 3 clusters
  Score: Raw -346970.095022 + Penalty 2626.881119 = -344343.213904
  nChanged 68
		SP:Iteration 17Q (150813.140000 sec): 3 clusters
  Score: Raw -347004.675043 + Penalty 2626.881119 = -344377.793924
  nChanged 76
		SP:Iteration 18Q (150813.270000 sec): 3 clusters
  Score: Raw -347046.763274 + Penalty 2626.881119 = -344419.882155
  nChanged 76
		SP:Iteration 19Q (150813.390000 sec): 3 clusters
  Score: Raw -347095.278101 + Penalty 2626.881119 = -344468.396982
  nChanged 79
		SP:Iteration 20F (150813.520000 sec): 3 clusters
  Score: Raw -347148.359484 + Penalty 2626.881119 = -344521.478365
  nChanged 69
		SP:Iteration 21Q (150813.650000 sec): 3 clusters
  Score: Raw -347194.994961 + Penalty 2626.881119 = -344568.113843
  nChanged 73
		SP:Iteration 22Q (150813.780000 sec): 3 clusters
  Score: Raw -347236.451078 + Penalty 2626.881119 = -344609.569960
  nChanged 66
		SP:Iteration 23Q (150813.920000 sec): 3 clusters
  Score: Raw -347271.382814 + Penalty 2626.881119 = -344644.501696
  nChanged 55
		SP:Iteration 24Q (150814.030000 sec): 3 clusters
  Score: Raw -347301.609397 + Penalty 2626.881119 = -344674.728278
  nChanged 45
		SP:Iteration 25Q (150814.150000 sec): 3 clusters
  Score: Raw -347319.096547 + Penalty 2626.881119 = -344692.215428
  nChanged 25
		SP:Iteration 26Q (150814.260000 sec): 3 clusters
  Score: Raw -347327.493299 + Penalty 2626.881119 = -344700.612181
  nChanged 16
		SP:Iteration 27Q (150814.370000 sec): 3 clusters
  Score: Raw -347333.152730 + Penalty 2626.881119 = -344706.271612
  nChanged 13
		SP:Iteration 28Q (150814.480000 sec): 3 clusters
  Score: Raw -347337.433974 + Penalty 2626.881119 = -344710.552856
  nChanged 10
		SP:Iteration 29Q (150814.610000 sec): 3 clusters
  Score: Raw -347339.599128 + Penalty 2626.881119 = -344712.718010
  nChanged 4
		SP:Iteration 30Q (150814.730000 sec): 3 clusters
  Score: Raw -347340.640087 + Penalty 2626.881119 = -344713.758968
  nChanged 2
		SP:Iteration 31Q (150814.850000 sec): 3 clusters
  Score: Raw -347340.842108 + Penalty 2626.881119 = -344713.960990
  nChanged 0
		SP:Iteration 32F (150814.960000 sec): 3 clusters
  Score: Raw -347340.842108 + Penalty 2626.881119 = -344713.960990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 82 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150815.030000 sec): 2 clusters
  Score: Raw -258279.700047 + Penalty 1271.082151 = -257008.617895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150815.150000 sec): 3 clusters
  Score: Raw -257191.178468 + Penalty 2542.164303 = -254649.014165
  nChanged 902
		SP:Iteration 1F (150815.270000 sec): 3 clusters
  Score: Raw -257741.661849 + Penalty 2542.164303 = -255199.497546
  nChanged 212
		SP:Iteration 2F (150815.380000 sec): 3 clusters
  Score: Raw -257910.762738 + Penalty 2542.164303 = -255368.598435
  nChanged 148
		SP:Iteration 3F (150815.490000 sec): 3 clusters
  Score: Raw -258044.947250 + Penalty 2542.164303 = -255502.782947
  nChanged 95
		SP:Iteration 4Q (150815.600000 sec): 3 clusters
  Score: Raw -258149.324632 + Penalty 2542.164303 = -255607.160330
  nChanged 103
		SP:Iteration 5Q (150815.710000 sec): 3 clusters
  Score: Raw -258257.353520 + Penalty 2542.164303 = -255715.189217
  nChanged 84
		SP:Iteration 6Q (150815.820000 sec): 3 clusters
  Score: Raw -258312.294813 + Penalty 2542.164303 = -255770.130510
  nChanged 55
		SP:Iteration 7Q (150815.930000 sec): 3 clusters
  Score: Raw -258349.148399 + Penalty 2542.164303 = -255806.984097
  nChanged 50
		SP:Iteration 8Q (150816.050000 sec): 3 clusters
  Score: Raw -258370.928575 + Penalty 2542.164303 = -255828.764273
  nChanged 41
		SP:Iteration 9Q (150816.160000 sec): 3 clusters
  Score: Raw -258389.699634 + Penalty 2542.164303 = -255847.535331
  nChanged 32
		SP:Iteration 10Q (150816.270000 sec): 3 clusters
  Score: Raw -258409.135175 + Penalty 2542.164303 = -255866.970872
  nChanged 34
		SP:Iteration 11Q (150816.380000 sec): 3 clusters
  Score: Raw -258426.933734 + Penalty 2542.164303 = -255884.769431
  nChanged 18
		SP:Iteration 12Q (150816.490000 sec): 3 clusters
  Score: Raw -258437.788327 + Penalty 2542.164303 = -255895.624024
  nChanged 18
		SP:Iteration 13Q (150816.610000 sec): 3 clusters
  Score: Raw -258446.993305 + Penalty 2542.164303 = -255904.829003
  nChanged 18
		SP:Iteration 14Q (150816.760000 sec): 3 clusters
  Score: Raw -258452.405598 + Penalty 2542.164303 = -255910.241295
  nChanged 13
		SP:Iteration 15Q (150816.940000 sec): 3 clusters
  Score: Raw -258455.814898 + Penalty 2542.164303 = -255913.650595
  nChanged 2
		SP:Iteration 16Q (150817.050000 sec): 3 clusters
  Score: Raw -258457.231970 + Penalty 2542.164303 = -255915.067667
  nChanged 3
		SP:Iteration 17Q (150817.170000 sec): 3 clusters
  Score: Raw -258459.823527 + Penalty 2542.164303 = -255917.659224
  nChanged 6
		SP:Iteration 18Q (150817.300000 sec): 3 clusters
  Score: Raw -258462.300244 + Penalty 2542.164303 = -255920.135942
  nChanged 4
		SP:Iteration 19Q (150817.430000 sec): 3 clusters
  Score: Raw -258464.067441 + Penalty 2542.164303 = -255921.903138
  nChanged 10
		SP:Iteration 20F (150817.550000 sec): 3 clusters
  Score: Raw -258468.631252 + Penalty 2542.164303 = -255926.466949
  nChanged 7
		SP:Iteration 21Q (150817.710000 sec): 3 clusters
  Score: Raw -258470.257320 + Penalty 2542.164303 = -255928.093017
  nChanged 4
		SP:Iteration 22Q (150817.820000 sec): 3 clusters
  Score: Raw -258471.768596 + Penalty 2542.164303 = -255929.604293
  nChanged 5
		SP:Iteration 23Q (150817.940000 sec): 3 clusters
  Score: Raw -258473.498054 + Penalty 2542.164303 = -255931.333752
  nChanged 3
		SP:Iteration 24Q (150818.050000 sec): 3 clusters
  Score: Raw -258474.356409 + Penalty 2542.164303 = -255932.192107
  nChanged 4
		SP:Iteration 25Q (150818.160000 sec): 3 clusters
  Score: Raw -258476.696326 + Penalty 2542.164303 = -255934.532024
  nChanged 3
		SP:Iteration 26Q (150818.270000 sec): 3 clusters
  Score: Raw -258477.829448 + Penalty 2542.164303 = -255935.665145
  nChanged 2
		SP:Iteration 27Q (150818.380000 sec): 3 clusters
  Score: Raw -258479.163335 + Penalty 2542.164303 = -255936.999032
  nChanged 6
		SP:Iteration 28Q (150818.490000 sec): 3 clusters
  Score: Raw -258481.631195 + Penalty 2542.164303 = -255939.466893
  nChanged 5
		SP:Iteration 29Q (150818.600000 sec): 3 clusters
  Score: Raw -258483.985467 + Penalty 2542.164303 = -255941.821164
  nChanged 4
		SP:Iteration 30Q (150818.720000 sec): 3 clusters
  Score: Raw -258484.757274 + Penalty 2542.164303 = -255942.592971
  nChanged 3
		SP:Iteration 31Q (150818.830000 sec): 3 clusters
  Score: Raw -258485.809072 + Penalty 2542.164303 = -255943.644769
  nChanged 1
		SP:Iteration 32Q (150818.940000 sec): 3 clusters
  Score: Raw -258486.012314 + Penalty 2542.164303 = -255943.848011
  nChanged 0
		SP:Iteration 33F (150819.050000 sec): 3 clusters
  Score: Raw -258486.012314 + Penalty 2542.164303 = -255943.848011
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 83 (2377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150819.160000 sec): 2 clusters
  Score: Raw -223435.517060 + Penalty 1263.209101 = -222172.307959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150819.270000 sec): 3 clusters
  Score: Raw -222368.741493 + Penalty 2526.418202 = -219842.323291
  nChanged 884
		SP:Iteration 1F (150819.390000 sec): 3 clusters
  Score: Raw -223048.452151 + Penalty 2526.418202 = -220522.033949
  nChanged 250
		SP:Iteration 2F (150819.520000 sec): 3 clusters
  Score: Raw -223396.263009 + Penalty 2526.418202 = -220869.844807
  nChanged 206
		SP:Iteration 3F (150819.640000 sec): 3 clusters
  Score: Raw -223667.361240 + Penalty 2526.418202 = -221140.943038
  nChanged 130
		SP:Iteration 4F (150819.780000 sec): 3 clusters
  Score: Raw -223792.888156 + Penalty 2526.418202 = -221266.469954
  nChanged 91
		SP:Iteration 5Q (150819.910000 sec): 3 clusters
  Score: Raw -223871.508601 + Penalty 2526.418202 = -221345.090399
  nChanged 72
		SP:Iteration 6Q (150820.040000 sec): 3 clusters
  Score: Raw -223927.649680 + Penalty 2526.418202 = -221401.231479
  nChanged 59
		SP:Iteration 7Q (150820.170000 sec): 3 clusters
  Score: Raw -223966.648436 + Penalty 2526.418202 = -221440.230234
  nChanged 49
		SP:Iteration 8Q (150820.300000 sec): 3 clusters
  Score: Raw -223998.879528 + Penalty 2526.418202 = -221472.461326
  nChanged 39
		SP:Iteration 9Q (150820.430000 sec): 3 clusters
  Score: Raw -224023.134541 + Penalty 2526.418202 = -221496.716339
  nChanged 33
		SP:Iteration 10Q (150820.560000 sec): 3 clusters
  Score: Raw -224043.531425 + Penalty 2526.418202 = -221517.113223
  nChanged 33
		SP:Iteration 11Q (150820.690000 sec): 3 clusters
  Score: Raw -224071.743521 + Penalty 2526.418202 = -221545.325319
  nChanged 39
		SP:Iteration 12Q (150820.820000 sec): 3 clusters
  Score: Raw -224102.972651 + Penalty 2526.418202 = -221576.554449
  nChanged 36
		SP:Iteration 13Q (150820.950000 sec): 3 clusters
  Score: Raw -224121.688735 + Penalty 2526.418202 = -221595.270533
  nChanged 21
		SP:Iteration 14Q (150821.080000 sec): 3 clusters
  Score: Raw -224134.850636 + Penalty 2526.418202 = -221608.432434
  nChanged 18
		SP:Iteration 15Q (150821.210000 sec): 3 clusters
  Score: Raw -224145.425133 + Penalty 2526.418202 = -221619.006931
  nChanged 14
		SP:Iteration 16Q (150821.340000 sec): 3 clusters
  Score: Raw -224151.672848 + Penalty 2526.418202 = -221625.254646
  nChanged 10
		SP:Iteration 17Q (150821.520000 sec): 3 clusters
  Score: Raw -224154.741292 + Penalty 2526.418202 = -221628.323090
  nChanged 6
		SP:Iteration 18Q (150821.630000 sec): 3 clusters
  Score: Raw -224157.665583 + Penalty 2526.418202 = -221631.247381
  nChanged 6
		SP:Iteration 19Q (150821.740000 sec): 3 clusters
  Score: Raw -224159.656144 + Penalty 2526.418202 = -221633.237943
  nChanged 9
		SP:Iteration 20F (150821.860000 sec): 3 clusters
  Score: Raw -224165.587438 + Penalty 2526.418202 = -221639.169236
  nChanged 11
		SP:Iteration 21Q (150822.010000 sec): 3 clusters
  Score: Raw -224171.691176 + Penalty 2526.418202 = -221645.272974
  nChanged 8
		SP:Iteration 22Q (150822.120000 sec): 3 clusters
  Score: Raw -224175.751074 + Penalty 2526.418202 = -221649.332872
  nChanged 8
		SP:Iteration 23Q (150822.230000 sec): 3 clusters
  Score: Raw -224183.274266 + Penalty 2526.418202 = -221656.856064
  nChanged 7
		SP:Iteration 24Q (150822.330000 sec): 3 clusters
  Score: Raw -224189.937993 + Penalty 2526.418202 = -221663.519791
  nChanged 10
		SP:Iteration 25Q (150822.440000 sec): 3 clusters
  Score: Raw -224197.771031 + Penalty 2526.418202 = -221671.352829
  nChanged 14
		SP:Iteration 26Q (150822.540000 sec): 3 clusters
  Score: Raw -224204.297301 + Penalty 2526.418202 = -221677.879099
  nChanged 6
		SP:Iteration 27Q (150822.650000 sec): 3 clusters
  Score: Raw -224207.693134 + Penalty 2526.418202 = -221681.274932
  nChanged 8
		SP:Iteration 28Q (150822.760000 sec): 3 clusters
  Score: Raw -224211.255245 + Penalty 2526.418202 = -221684.837043
  nChanged 8
		SP:Iteration 29Q (150822.870000 sec): 3 clusters
  Score: Raw -224215.862421 + Penalty 2526.418202 = -221689.444219
  nChanged 8
		SP:Iteration 30Q (150822.980000 sec): 3 clusters
  Score: Raw -224219.075785 + Penalty 2526.418202 = -221692.657583
  nChanged 8
		SP:Iteration 31Q (150823.080000 sec): 3 clusters
  Score: Raw -224222.946600 + Penalty 2526.418202 = -221696.528398
  nChanged 5
		SP:Iteration 32Q (150823.190000 sec): 3 clusters
  Score: Raw -224224.851021 + Penalty 2526.418202 = -221698.432819
  nChanged 6
		SP:Iteration 33Q (150823.300000 sec): 3 clusters
  Score: Raw -224226.631913 + Penalty 2526.418202 = -221700.213711
  nChanged 2
		SP:Iteration 34Q (150823.400000 sec): 3 clusters
  Score: Raw -224227.048579 + Penalty 2526.418202 = -221700.630377
  nChanged 0
		SP:Iteration 35F (150823.510000 sec): 3 clusters
  Score: Raw -224227.048579 + Penalty 2526.418202 = -221700.630377
  nChanged 0
Iteration 379Q (151015.790000 sec): 84 clusters
  Score: Raw -134121572.250126 + Penalty 189431.555954 = -133932140.694172
  nChanged 95
Iteration 380F (151342.030000 sec): 84 clusters
  Score: Raw -134121583.869961 + Penalty 189431.555954 = -133932152.314007
  nChanged 97
Iteration 381Q (151504.540000 sec): 84 clusters
  Score: Raw -134121593.034979 + Penalty 189431.555954 = -133932161.479025
  nChanged 95
Iteration 382Q (151654.470000 sec): 84 clusters
  Score: Raw -134121598.229855 + Penalty 189431.555954 = -133932166.673901
  nChanged 92
Iteration 383Q (151808.930000 sec): 84 clusters
  Score: Raw -134121602.539375 + Penalty 189431.555954 = -133932170.983421
  nChanged 87
Iteration 384Q (151959.700000 sec): 84 clusters
  Score: Raw -134121606.299156 + Penalty 189431.555954 = -133932174.743202
  nChanged 86
Iteration 385Q (152110.670000 sec): 84 clusters
  Score: Raw -134121608.702091 + Penalty 189431.555954 = -133932177.146137
  nChanged 92
Iteration 386Q (152257.660000 sec): 84 clusters
  Score: Raw -134121611.261108 + Penalty 189431.555954 = -133932179.705154
  nChanged 80
Iteration 387Q (152410.090000 sec): 84 clusters
  Score: Raw -134121613.113246 + Penalty 189431.555954 = -133932181.557292
  nChanged 76
Iteration 388Q (152562.800000 sec): 84 clusters
  Score: Raw -134121614.611591 + Penalty 189431.555954 = -133932183.055637
  nChanged 72
Iteration 389Q (152714.290000 sec): 84 clusters
  Score: Raw -134121616.110593 + Penalty 189431.555954 = -133932184.554639
  nChanged 81
Iteration 390Q (152865.280000 sec): 84 clusters
  Score: Raw -134121619.561809 + Penalty 189431.555954 = -133932188.005855
  nChanged 86
Iteration 391Q (153011.010000 sec): 84 clusters
  Score: Raw -134121621.420692 + Penalty 189431.555954 = -133932189.864738
  nChanged 81
Iteration 392Q (153161.070000 sec): 84 clusters
  Score: Raw -134121624.519497 + Penalty 189431.555954 = -133932192.963543
  nChanged 81
Iteration 393Q (153313.360000 sec): 84 clusters
  Score: Raw -134121626.843785 + Penalty 189431.555954 = -133932195.287831
  nChanged 79
Iteration 394Q (153462.480000 sec): 84 clusters
  Score: Raw -134121629.156270 + Penalty 189431.555954 = -133932197.600316
  nChanged 67
Iteration 395Q (153617.310000 sec): 84 clusters
  Score: Raw -134121630.499812 + Penalty 189431.555954 = -133932198.943858
  nChanged 66
Iteration 396Q (153767.610000 sec): 84 clusters
  Score: Raw -134121631.809795 + Penalty 189431.555954 = -133932200.253841
  nChanged 58
Iteration 397Q (153920.200000 sec): 84 clusters
  Score: Raw -134121632.824153 + Penalty 189431.555954 = -133932201.268199
  nChanged 66
Iteration 398Q (154071.790000 sec): 84 clusters
  Score: Raw -134121634.616186 + Penalty 189431.555954 = -133932203.060232
  nChanged 60
Iteration 399Q (154219.440000 sec): 84 clusters
  Score: Raw -134121636.308513 + Penalty 189431.555954 = -133932204.752559
  nChanged 72
Iteration 400F (154452.900000 sec): 84 clusters
  Score: Raw -134121637.274736 + Penalty 189431.555954 = -133932205.718782
  nChanged 67
Iteration 401Q (154606.620000 sec): 84 clusters
  Score: Raw -134121638.102701 + Penalty 189431.555954 = -133932206.546747
  nChanged 56
Iteration 402Q (154753.000000 sec): 84 clusters
  Score: Raw -134121638.691754 + Penalty 189431.555954 = -133932207.135800
  nChanged 52
Iteration 403Q (154898.710000 sec): 84 clusters
  Score: Raw -134121639.146661 + Penalty 189431.555954 = -133932207.590707
  nChanged 48
Iteration 404Q (155053.080000 sec): 84 clusters
  Score: Raw -134121639.571243 + Penalty 189431.555954 = -133932208.015289
  nChanged 63
Iteration 405Q (155197.750000 sec): 84 clusters
  Score: Raw -134121640.148978 + Penalty 189431.555954 = -133932208.593024
  nChanged 62
Iteration 406Q (155350.270000 sec): 84 clusters
  Score: Raw -134121640.857781 + Penalty 189431.555954 = -133932209.301827
  nChanged 70
Iteration 407Q (155502.390000 sec): 84 clusters
  Score: Raw -134121641.885313 + Penalty 189431.555954 = -133932210.329359
  nChanged 72
Iteration 408Q (155654.910000 sec): 84 clusters
  Score: Raw -134121643.172077 + Penalty 189431.555954 = -133932211.616123
  nChanged 87
Iteration 409Q (155805.080000 sec): 84 clusters
  Score: Raw -134121644.459474 + Penalty 189431.555954 = -133932212.903520
  nChanged 74
Iteration 410Q (155957.360000 sec): 84 clusters
  Score: Raw -134121645.686476 + Penalty 189431.555954 = -133932214.130522
  nChanged 73
Iteration 411Q (156111.160000 sec): 84 clusters
  Score: Raw -134121646.862200 + Penalty 189431.555954 = -133932215.306246
  nChanged 60
Iteration 412Q (156260.930000 sec): 84 clusters
  Score: Raw -134121647.724179 + Penalty 189431.555954 = -133932216.168225
  nChanged 66
Iteration 413Q (156414.880000 sec): 84 clusters
  Score: Raw -134121648.773594 + Penalty 189431.555954 = -133932217.217640
  nChanged 58
Iteration 414Q (156567.360000 sec): 84 clusters
  Score: Raw -134121649.566537 + Penalty 189431.555954 = -133932218.010583
  nChanged 63
Iteration 415Q (156720.670000 sec): 84 clusters
  Score: Raw -134121650.460308 + Penalty 189431.555954 = -133932218.904354
  nChanged 58
Iteration 416Q (156878.830000 sec): 84 clusters
  Score: Raw -134121651.060575 + Penalty 189431.555954 = -133932219.504621
  nChanged 45
Iteration 417Q (157033.660000 sec): 84 clusters
  Score: Raw -134121651.568678 + Penalty 189431.555954 = -133932220.012724
  nChanged 35
Iteration 418Q (157189.810000 sec): 84 clusters
  Score: Raw -134121652.181936 + Penalty 189431.555954 = -133932220.625982
  nChanged 35
Writing temp clu file 
Because OldScore, -133932220.012724, is greater than current (better) Score,-133932220.625982 
 Compute initial score before splitting:   Score: Raw -134121652.181936 + Penalty 189431.555954 = -133932220.625982
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157190.600000 sec): 2 clusters
  Score: Raw -680163.779343 + Penalty 1425.800722 = -678737.978621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157190.800000 sec): 3 clusters
  Score: Raw -676695.286525 + Penalty 2851.601445 = -673843.685080
  nChanged 2751
		SP:Iteration 1F (157191.020000 sec): 3 clusters
  Score: Raw -678267.650259 + Penalty 2851.601445 = -675416.048815
  nChanged 519
		SP:Iteration 2F (157191.200000 sec): 3 clusters
  Score: Raw -678601.239873 + Penalty 2851.601445 = -675749.638429
  nChanged 433
		SP:Iteration 3F (157191.410000 sec): 3 clusters
  Score: Raw -678888.047125 + Penalty 2851.601445 = -676036.445680
  nChanged 387
		SP:Iteration 4F (157191.630000 sec): 3 clusters
  Score: Raw -679171.064345 + Penalty 2851.601445 = -676319.462900
  nChanged 355
		SP:Iteration 5F (157191.840000 sec): 3 clusters
  Score: Raw -679401.883716 + Penalty 2851.601445 = -676550.282272
  nChanged 292
		SP:Iteration 6Q (157192.030000 sec): 3 clusters
  Score: Raw -679569.246269 + Penalty 2851.601445 = -676717.644824
  nChanged 240
		SP:Iteration 7Q (157192.190000 sec): 3 clusters
  Score: Raw -679706.820421 + Penalty 2851.601445 = -676855.218977
  nChanged 223
		SP:Iteration 8Q (157192.410000 sec): 3 clusters
  Score: Raw -679828.689645 + Penalty 2851.601445 = -676977.088200
  nChanged 192
		SP:Iteration 9Q (157192.640000 sec): 3 clusters
  Score: Raw -679937.242985 + Penalty 2851.601445 = -677085.641540
  nChanged 153
		SP:Iteration 10Q (157192.830000 sec): 3 clusters
  Score: Raw -680006.072012 + Penalty 2851.601445 = -677154.470567
  nChanged 125
		SP:Iteration 11Q (157193.030000 sec): 3 clusters
  Score: Raw -680061.585212 + Penalty 2851.601445 = -677209.983768
  nChanged 106
		SP:Iteration 12Q (157193.270000 sec): 3 clusters
  Score: Raw -680105.991780 + Penalty 2851.601445 = -677254.390335
  nChanged 81
		SP:Iteration 13Q (157193.430000 sec): 3 clusters
  Score: Raw -680141.197308 + Penalty 2851.601445 = -677289.595864
  nChanged 76
		SP:Iteration 14Q (157193.630000 sec): 3 clusters
  Score: Raw -680171.016161 + Penalty 2851.601445 = -677319.414717
  nChanged 71
		SP:Iteration 15Q (157193.840000 sec): 3 clusters
  Score: Raw -680199.142439 + Penalty 2851.601445 = -677347.540994
  nChanged 55
		SP:Iteration 16Q (157194.040000 sec): 3 clusters
  Score: Raw -680226.805932 + Penalty 2851.601445 = -677375.204488
  nChanged 59
		SP:Iteration 17Q (157194.240000 sec): 3 clusters
  Score: Raw -680249.568948 + Penalty 2851.601445 = -677397.967504
  nChanged 50
		SP:Iteration 18Q (157194.420000 sec): 3 clusters
  Score: Raw -680265.457108 + Penalty 2851.601445 = -677413.855664
  nChanged 38
		SP:Iteration 19Q (157194.670000 sec): 3 clusters
  Score: Raw -680277.826092 + Penalty 2851.601445 = -677426.224648
  nChanged 30
		SP:Iteration 20F (157194.870000 sec): 3 clusters
  Score: Raw -680288.491778 + Penalty 2851.601445 = -677436.890333
  nChanged 24
		SP:Iteration 21Q (157195.110000 sec): 3 clusters
  Score: Raw -680296.922092 + Penalty 2851.601445 = -677445.320647
  nChanged 18
		SP:Iteration 22Q (157195.310000 sec): 3 clusters
  Score: Raw -680301.159067 + Penalty 2851.601445 = -677449.557622
  nChanged 16
		SP:Iteration 23Q (157195.490000 sec): 3 clusters
  Score: Raw -680306.798173 + Penalty 2851.601445 = -677455.196728
  nChanged 14
		SP:Iteration 24Q (157195.730000 sec): 3 clusters
  Score: Raw -680309.729562 + Penalty 2851.601445 = -677458.128117
  nChanged 12
		SP:Iteration 25Q (157195.940000 sec): 3 clusters
  Score: Raw -680312.288836 + Penalty 2851.601445 = -677460.687391
  nChanged 13
		SP:Iteration 26Q (157196.140000 sec): 3 clusters
  Score: Raw -680315.247270 + Penalty 2851.601445 = -677463.645825
  nChanged 10
		SP:Iteration 27Q (157196.280000 sec): 3 clusters
  Score: Raw -680316.553156 + Penalty 2851.601445 = -677464.951711
  nChanged 5
		SP:Iteration 28Q (157196.490000 sec): 3 clusters
  Score: Raw -680317.646002 + Penalty 2851.601445 = -677466.044557
  nChanged 2
		SP:Iteration 29Q (157196.650000 sec): 3 clusters
  Score: Raw -680317.911780 + Penalty 2851.601445 = -677466.310336
  nChanged 3
		SP:Iteration 30Q (157196.870000 sec): 3 clusters
  Score: Raw -680318.762037 + Penalty 2851.601445 = -677467.160592
  nChanged 2
		SP:Iteration 31Q (157197.070000 sec): 3 clusters
  Score: Raw -680318.981096 + Penalty 2851.601445 = -677467.379652
  nChanged 2
		SP:Iteration 32Q (157197.240000 sec): 3 clusters
  Score: Raw -680319.616314 + Penalty 2851.601445 = -677468.014869
  nChanged 3
		SP:Iteration 33Q (157197.370000 sec): 3 clusters
  Score: Raw -680320.126028 + Penalty 2851.601445 = -677468.524583
  nChanged 4
		SP:Iteration 34Q (157197.560000 sec): 3 clusters
  Score: Raw -680320.618227 + Penalty 2851.601445 = -677469.016782
  nChanged 3
		SP:Iteration 35Q (157197.710000 sec): 3 clusters
  Score: Raw -680321.088333 + Penalty 2851.601445 = -677469.486889
  nChanged 4
		SP:Iteration 36Q (157197.920000 sec): 3 clusters
  Score: Raw -680321.875542 + Penalty 2851.601445 = -677470.274098
  nChanged 2
		SP:Iteration 37Q (157198.090000 sec): 3 clusters
  Score: Raw -680322.426693 + Penalty 2851.601445 = -677470.825248
  nChanged 3
		SP:Iteration 38Q (157198.350000 sec): 3 clusters
  Score: Raw -680322.805472 + Penalty 2851.601445 = -677471.204027
  nChanged 0
		SP:Iteration 39F (157198.480000 sec): 3 clusters
  Score: Raw -680322.805472 + Penalty 2851.601445 = -677471.204027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157198.620000 sec): 2 clusters
  Score: Raw -163345.951165 + Penalty 1193.096406 = -162152.854759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157198.770000 sec): 3 clusters
  Score: Raw -162743.313457 + Penalty 2386.192812 = -160357.120645
  nChanged 513
		SP:Iteration 1F (157198.990000 sec): 3 clusters
  Score: Raw -163215.723294 + Penalty 2386.192812 = -160829.530482
  nChanged 163
		SP:Iteration 2F (157199.130000 sec): 3 clusters
  Score: Raw -163470.394876 + Penalty 2386.192812 = -161084.202063
  nChanged 118
		SP:Iteration 3F (157199.310000 sec): 3 clusters
  Score: Raw -163656.585750 + Penalty 2386.192812 = -161270.392937
  nChanged 86
		SP:Iteration 4F (157199.410000 sec): 3 clusters
  Score: Raw -163767.127733 + Penalty 2386.192812 = -161380.934921
  nChanged 63
		SP:Iteration 5Q (157199.590000 sec): 3 clusters
  Score: Raw -163836.275372 + Penalty 2386.192812 = -161450.082559
  nChanged 43
		SP:Iteration 6Q (157199.780000 sec): 3 clusters
  Score: Raw -163883.881440 + Penalty 2386.192812 = -161497.688627
  nChanged 39
		SP:Iteration 7Q (157199.930000 sec): 3 clusters
  Score: Raw -163919.414510 + Penalty 2386.192812 = -161533.221698
  nChanged 32
		SP:Iteration 8Q (157200.070000 sec): 3 clusters
  Score: Raw -163957.664510 + Penalty 2386.192812 = -161571.471697
  nChanged 26
		SP:Iteration 9Q (157200.210000 sec): 3 clusters
  Score: Raw -163989.364816 + Penalty 2386.192812 = -161603.172004
  nChanged 26
		SP:Iteration 10Q (157200.390000 sec): 3 clusters
  Score: Raw -164018.236248 + Penalty 2386.192812 = -161632.043436
  nChanged 17
		SP:Iteration 11Q (157200.580000 sec): 3 clusters
  Score: Raw -164032.068084 + Penalty 2386.192812 = -161645.875271
  nChanged 16
		SP:Iteration 12Q (157200.730000 sec): 3 clusters
  Score: Raw -164046.588983 + Penalty 2386.192812 = -161660.396170
  nChanged 14
		SP:Iteration 13Q (157200.900000 sec): 3 clusters
  Score: Raw -164056.536893 + Penalty 2386.192812 = -161670.344081
  nChanged 9
		SP:Iteration 14Q (157201.070000 sec): 3 clusters
  Score: Raw -164065.084319 + Penalty 2386.192812 = -161678.891507
  nChanged 13
		SP:Iteration 15Q (157201.260000 sec): 3 clusters
  Score: Raw -164074.535719 + Penalty 2386.192812 = -161688.342907
  nChanged 9
		SP:Iteration 16Q (157201.450000 sec): 3 clusters
  Score: Raw -164081.556052 + Penalty 2386.192812 = -161695.363239
  nChanged 8
		SP:Iteration 17Q (157201.620000 sec): 3 clusters
  Score: Raw -164086.815405 + Penalty 2386.192812 = -161700.622593
  nChanged 5
		SP:Iteration 18Q (157201.800000 sec): 3 clusters
  Score: Raw -164090.469390 + Penalty 2386.192812 = -161704.276578
  nChanged 5
		SP:Iteration 19Q (157201.970000 sec): 3 clusters
  Score: Raw -164092.991721 + Penalty 2386.192812 = -161706.798909
  nChanged 1
		SP:Iteration 20F (157202.170000 sec): 3 clusters
  Score: Raw -164093.774785 + Penalty 2386.192812 = -161707.581972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157202.280000 sec): 2 clusters
  Score: Raw -255170.692751 + Penalty 1261.352724 = -253909.340027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157202.460000 sec): 3 clusters
  Score: Raw -254123.180399 + Penalty 2522.705447 = -251600.474952
  nChanged 849
		SP:Iteration 1F (157202.600000 sec): 3 clusters
  Score: Raw -254612.733219 + Penalty 2522.705447 = -252090.027772
  nChanged 168
		SP:Iteration 2F (157202.780000 sec): 3 clusters
  Score: Raw -254731.093971 + Penalty 2522.705447 = -252208.388524
  nChanged 121
		SP:Iteration 3F (157202.970000 sec): 3 clusters
  Score: Raw -254818.191715 + Penalty 2522.705447 = -252295.486268
  nChanged 93
		SP:Iteration 4Q (157203.160000 sec): 3 clusters
  Score: Raw -254882.253425 + Penalty 2522.705447 = -252359.547978
  nChanged 71
		SP:Iteration 5Q (157203.330000 sec): 3 clusters
  Score: Raw -254929.562634 + Penalty 2522.705447 = -252406.857186
  nChanged 59
		SP:Iteration 6Q (157203.520000 sec): 3 clusters
  Score: Raw -254969.506623 + Penalty 2522.705447 = -252446.801175
  nChanged 60
		SP:Iteration 7Q (157203.690000 sec): 3 clusters
  Score: Raw -255016.055294 + Penalty 2522.705447 = -252493.349847
  nChanged 59
		SP:Iteration 8Q (157203.860000 sec): 3 clusters
  Score: Raw -255064.339081 + Penalty 2522.705447 = -252541.633633
  nChanged 53
		SP:Iteration 9Q (157203.980000 sec): 3 clusters
  Score: Raw -255104.685276 + Penalty 2522.705447 = -252581.979829
  nChanged 52
		SP:Iteration 10Q (157204.120000 sec): 3 clusters
  Score: Raw -255141.956213 + Penalty 2522.705447 = -252619.250766
  nChanged 40
		SP:Iteration 11Q (157204.340000 sec): 3 clusters
  Score: Raw -255177.286781 + Penalty 2522.705447 = -252654.581333
  nChanged 37
		SP:Iteration 12Q (157204.490000 sec): 3 clusters
  Score: Raw -255206.347671 + Penalty 2522.705447 = -252683.642223
  nChanged 36
		SP:Iteration 13Q (157204.690000 sec): 3 clusters
  Score: Raw -255238.938244 + Penalty 2522.705447 = -252716.232797
  nChanged 44
		SP:Iteration 14Q (157204.860000 sec): 3 clusters
  Score: Raw -255275.321832 + Penalty 2522.705447 = -252752.616384
  nChanged 36
		SP:Iteration 15Q (157205.050000 sec): 3 clusters
  Score: Raw -255305.448345 + Penalty 2522.705447 = -252782.742898
  nChanged 42
		SP:Iteration 16Q (157205.190000 sec): 3 clusters
  Score: Raw -255341.380296 + Penalty 2522.705447 = -252818.674849
  nChanged 36
		SP:Iteration 17Q (157205.420000 sec): 3 clusters
  Score: Raw -255364.772602 + Penalty 2522.705447 = -252842.067155
  nChanged 34
		SP:Iteration 18Q (157205.580000 sec): 3 clusters
  Score: Raw -255385.199574 + Penalty 2522.705447 = -252862.494127
  nChanged 34
		SP:Iteration 19Q (157205.740000 sec): 3 clusters
  Score: Raw -255416.305669 + Penalty 2522.705447 = -252893.600222
  nChanged 50
		SP:Iteration 20F (157205.930000 sec): 3 clusters
  Score: Raw -255459.770184 + Penalty 2522.705447 = -252937.064737
  nChanged 34
		SP:Iteration 21Q (157206.130000 sec): 3 clusters
  Score: Raw -255480.550962 + Penalty 2522.705447 = -252957.845514
  nChanged 27
		SP:Iteration 22Q (157206.300000 sec): 3 clusters
  Score: Raw -255498.402530 + Penalty 2522.705447 = -252975.697083
  nChanged 23
		SP:Iteration 23Q (157206.450000 sec): 3 clusters
  Score: Raw -255511.695578 + Penalty 2522.705447 = -252988.990131
  nChanged 15
		SP:Iteration 24Q (157206.670000 sec): 3 clusters
  Score: Raw -255519.943024 + Penalty 2522.705447 = -252997.237577
  nChanged 14
		SP:Iteration 25Q (157206.860000 sec): 3 clusters
  Score: Raw -255526.730818 + Penalty 2522.705447 = -253004.025370
  nChanged 13
		SP:Iteration 26Q (157207.030000 sec): 3 clusters
  Score: Raw -255531.866195 + Penalty 2522.705447 = -253009.160748
  nChanged 12
		SP:Iteration 27Q (157207.170000 sec): 3 clusters
  Score: Raw -255535.885139 + Penalty 2522.705447 = -253013.179692
  nChanged 4
		SP:Iteration 28Q (157207.330000 sec): 3 clusters
  Score: Raw -255537.881079 + Penalty 2522.705447 = -253015.175631
  nChanged 3
		SP:Iteration 29Q (157207.510000 sec): 3 clusters
  Score: Raw -255539.103416 + Penalty 2522.705447 = -253016.397968
  nChanged 6
		SP:Iteration 30Q (157207.690000 sec): 3 clusters
  Score: Raw -255541.051866 + Penalty 2522.705447 = -253018.346418
  nChanged 2
		SP:Iteration 31Q (157207.850000 sec): 3 clusters
  Score: Raw -255542.522650 + Penalty 2522.705447 = -253019.817202
  nChanged 3
		SP:Iteration 32Q (157207.980000 sec): 3 clusters
  Score: Raw -255543.691191 + Penalty 2522.705447 = -253020.985744
  nChanged 2
		SP:Iteration 33Q (157208.150000 sec): 3 clusters
  Score: Raw -255544.117559 + Penalty 2522.705447 = -253021.412112
  nChanged 1
		SP:Iteration 34Q (157208.300000 sec): 3 clusters
  Score: Raw -255544.835398 + Penalty 2522.705447 = -253022.129951
  nChanged 0
		SP:Iteration 35F (157208.510000 sec): 3 clusters
  Score: Raw -255544.835398 + Penalty 2522.705447 = -253022.129951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (324331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157210.150000 sec): 2 clusters
  Score: Raw -36368001.800208 + Penalty 2062.046980 = -36365939.753228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157211.680000 sec): 3 clusters
  Score: Raw -36151211.546316 + Penalty 4124.093960 = -36147087.452356
  nChanged 158019
		SP:Iteration 1F (157213.420000 sec): 3 clusters
  Score: Raw -36246151.670736 + Penalty 4124.093960 = -36242027.576776
  nChanged 9056
		SP:Iteration 2Q (157215.430000 sec): 3 clusters
  Score: Raw -36248233.353759 + Penalty 4124.093960 = -36244109.259799
  nChanged 10260
		SP:Iteration 3Q (157217.590000 sec): 3 clusters
  Score: Raw -36251290.345137 + Penalty 4124.093960 = -36247166.251176
  nChanged 12647
		SP:Iteration 4Q (157219.640000 sec): 3 clusters
  Score: Raw -36256224.902737 + Penalty 4124.093960 = -36252100.808776
  nChanged 15799
		SP:Iteration 5Q (157221.740000 sec): 3 clusters
  Score: Raw -36264406.161456 + Penalty 4124.093960 = -36260282.067496
  nChanged 19459
		SP:Iteration 6F (157223.890000 sec): 3 clusters
  Score: Raw -36277489.885555 + Penalty 4124.093960 = -36273365.791594
  nChanged 21970
		SP:Iteration 7F (157225.890000 sec): 3 clusters
  Score: Raw -36294873.659144 + Penalty 4124.093960 = -36290749.565184
  nChanged 21181
		SP:Iteration 8F (157227.930000 sec): 3 clusters
  Score: Raw -36312386.607612 + Penalty 4124.093960 = -36308262.513651
  nChanged 17356
		SP:Iteration 9F (157229.970000 sec): 3 clusters
  Score: Raw -36325918.764601 + Penalty 4124.093960 = -36321794.670640
  nChanged 12969
		SP:Iteration 10Q (157232.020000 sec): 3 clusters
  Score: Raw -36335072.542529 + Penalty 4124.093960 = -36330948.448569
  nChanged 9856
		SP:Iteration 11Q (157233.970000 sec): 3 clusters
  Score: Raw -36341643.479403 + Penalty 4124.093960 = -36337519.385443
  nChanged 7922
		SP:Iteration 12Q (157235.850000 sec): 3 clusters
  Score: Raw -36346959.865126 + Penalty 4124.093960 = -36342835.771165
  nChanged 6922
		SP:Iteration 13Q (157237.720000 sec): 3 clusters
  Score: Raw -36351756.917932 + Penalty 4124.093960 = -36347632.823972
  nChanged 5832
		SP:Iteration 14Q (157239.660000 sec): 3 clusters
  Score: Raw -36355894.943473 + Penalty 4124.093960 = -36351770.849513
  nChanged 4815
		SP:Iteration 15Q (157241.660000 sec): 3 clusters
  Score: Raw -36359417.458554 + Penalty 4124.093960 = -36355293.364593
  nChanged 3854
		SP:Iteration 16Q (157243.360000 sec): 3 clusters
  Score: Raw -36362363.947515 + Penalty 4124.093960 = -36358239.853555
  nChanged 3004
		SP:Iteration 17Q (157245.120000 sec): 3 clusters
  Score: Raw -36364732.531189 + Penalty 4124.093960 = -36360608.437228
  nChanged 2021
		SP:Iteration 18Q (157246.840000 sec): 3 clusters
  Score: Raw -36366318.993512 + Penalty 4124.093960 = -36362194.899552
  nChanged 1173
		SP:Iteration 19Q (157248.510000 sec): 3 clusters
  Score: Raw -36367230.725091 + Penalty 4124.093960 = -36363106.631130
  nChanged 605
		SP:Iteration 20F (157250.420000 sec): 3 clusters
  Score: Raw -36367685.906512 + Penalty 4124.093960 = -36363561.812552
  nChanged 291
		SP:Iteration 21Q (157252.140000 sec): 3 clusters
  Score: Raw -36367921.100648 + Penalty 4124.093960 = -36363797.006688
  nChanged 153
		SP:Iteration 22Q (157253.860000 sec): 3 clusters
  Score: Raw -36368057.886354 + Penalty 4124.093960 = -36363933.792394
  nChanged 79
		SP:Iteration 23Q (157255.470000 sec): 3 clusters
  Score: Raw -36368129.737371 + Penalty 4124.093960 = -36364005.643411
  nChanged 54
		SP:Iteration 24Q (157257.130000 sec): 3 clusters
  Score: Raw -36368174.267499 + Penalty 4124.093960 = -36364050.173538
  nChanged 31
		SP:Iteration 25Q (157258.690000 sec): 3 clusters
  Score: Raw -36368205.587841 + Penalty 4124.093960 = -36364081.493881
  nChanged 27
		SP:Iteration 26Q (157260.350000 sec): 3 clusters
  Score: Raw -36368227.568425 + Penalty 4124.093960 = -36364103.474464
  nChanged 23
		SP:Iteration 27Q (157262.040000 sec): 3 clusters
  Score: Raw -36368250.213768 + Penalty 4124.093960 = -36364126.119808
  nChanged 12
		SP:Iteration 28Q (157263.720000 sec): 3 clusters
  Score: Raw -36368261.566661 + Penalty 4124.093960 = -36364137.472701
  nChanged 12
		SP:Iteration 29Q (157265.540000 sec): 3 clusters
  Score: Raw -36368271.043427 + Penalty 4124.093960 = -36364146.949467
  nChanged 5
		SP:Iteration 30Q (157267.250000 sec): 3 clusters
  Score: Raw -36368275.655216 + Penalty 4124.093960 = -36364151.561256
  nChanged 5
		SP:Iteration 31Q (157269.030000 sec): 3 clusters
  Score: Raw -36368280.020419 + Penalty 4124.093960 = -36364155.926459
  nChanged 4
		SP:Iteration 32Q (157270.840000 sec): 3 clusters
  Score: Raw -36368282.512482 + Penalty 4124.093960 = -36364158.418522
  nChanged 3
		SP:Iteration 33Q (157272.620000 sec): 3 clusters
  Score: Raw -36368285.180202 + Penalty 4124.093960 = -36364161.086241
  nChanged 3
		SP:Iteration 34Q (157274.270000 sec): 3 clusters
  Score: Raw -36368288.019041 + Penalty 4124.093960 = -36364163.925080
  nChanged 5
		SP:Iteration 35Q (157275.940000 sec): 3 clusters
  Score: Raw -36368294.761319 + Penalty 4124.093960 = -36364170.667358
  nChanged 5
		SP:Iteration 36Q (157277.730000 sec): 3 clusters
  Score: Raw -36368298.279242 + Penalty 4124.093960 = -36364174.185282
  nChanged 4
		SP:Iteration 37Q (157279.510000 sec): 3 clusters
  Score: Raw -36368301.756647 + Penalty 4124.093960 = -36364177.662686
  nChanged 4
		SP:Iteration 38Q (157281.340000 sec): 3 clusters
  Score: Raw -36368304.466549 + Penalty 4124.093960 = -36364180.372589
  nChanged 0
		SP:Iteration 39F (157283.320000 sec): 3 clusters
  Score: Raw -36368304.466549 + Penalty 4124.093960 = -36364180.372589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (23950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157283.760000 sec): 2 clusters
  Score: Raw -2601468.808638 + Penalty 1638.605085 = -2599830.203553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157284.110000 sec): 3 clusters
  Score: Raw -2586877.722803 + Penalty 3277.210171 = -2583600.512632
  nChanged 10904
		SP:Iteration 1F (157284.460000 sec): 3 clusters
  Score: Raw -2593202.339912 + Penalty 3277.210171 = -2589925.129741
  nChanged 1409
		SP:Iteration 2F (157284.760000 sec): 3 clusters
  Score: Raw -2593872.479944 + Penalty 3277.210171 = -2590595.269774
  nChanged 1383
		SP:Iteration 3F (157285.070000 sec): 3 clusters
  Score: Raw -2594604.509795 + Penalty 3277.210171 = -2591327.299625
  nChanged 1366
		SP:Iteration 4F (157285.350000 sec): 3 clusters
  Score: Raw -2595376.752100 + Penalty 3277.210171 = -2592099.541929
  nChanged 1427
		SP:Iteration 5F (157285.640000 sec): 3 clusters
  Score: Raw -2596297.437403 + Penalty 3277.210171 = -2593020.227232
  nChanged 1394
		SP:Iteration 6F (157285.940000 sec): 3 clusters
  Score: Raw -2597247.914700 + Penalty 3277.210171 = -2593970.704529
  nChanged 1331
		SP:Iteration 7F (157286.300000 sec): 3 clusters
  Score: Raw -2598152.573085 + Penalty 3277.210171 = -2594875.362914
  nChanged 1124
		SP:Iteration 8Q (157286.560000 sec): 3 clusters
  Score: Raw -2598858.116432 + Penalty 3277.210171 = -2595580.906261
  nChanged 897
		SP:Iteration 9Q (157286.860000 sec): 3 clusters
  Score: Raw -2599342.629136 + Penalty 3277.210171 = -2596065.418965
  nChanged 689
		SP:Iteration 10Q (157287.110000 sec): 3 clusters
  Score: Raw -2599744.680382 + Penalty 3277.210171 = -2596467.470212
  nChanged 636
		SP:Iteration 11Q (157287.440000 sec): 3 clusters
  Score: Raw -2600095.952913 + Penalty 3277.210171 = -2596818.742742
  nChanged 539
		SP:Iteration 12Q (157287.720000 sec): 3 clusters
  Score: Raw -2600397.558131 + Penalty 3277.210171 = -2597120.347960
  nChanged 434
		SP:Iteration 13Q (157288.040000 sec): 3 clusters
  Score: Raw -2600630.759420 + Penalty 3277.210171 = -2597353.549249
  nChanged 380
		SP:Iteration 14Q (157288.350000 sec): 3 clusters
  Score: Raw -2600821.614186 + Penalty 3277.210171 = -2597544.404015
  nChanged 298
		SP:Iteration 15Q (157288.640000 sec): 3 clusters
  Score: Raw -2600964.551724 + Penalty 3277.210171 = -2597687.341553
  nChanged 270
		SP:Iteration 16Q (157288.880000 sec): 3 clusters
  Score: Raw -2601093.168048 + Penalty 3277.210171 = -2597815.957878
  nChanged 224
		SP:Iteration 17Q (157289.180000 sec): 3 clusters
  Score: Raw -2601215.668025 + Penalty 3277.210171 = -2597938.457854
  nChanged 210
		SP:Iteration 18Q (157289.440000 sec): 3 clusters
  Score: Raw -2601320.900238 + Penalty 3277.210171 = -2598043.690067
  nChanged 175
		SP:Iteration 19Q (157289.740000 sec): 3 clusters
  Score: Raw -2601401.686663 + Penalty 3277.210171 = -2598124.476492
  nChanged 140
		SP:Iteration 20F (157290.060000 sec): 3 clusters
  Score: Raw -2601461.703477 + Penalty 3277.210171 = -2598184.493306
  nChanged 122
		SP:Iteration 21Q (157290.400000 sec): 3 clusters
  Score: Raw -2601508.864235 + Penalty 3277.210171 = -2598231.654064
  nChanged 99
		SP:Iteration 22Q (157290.710000 sec): 3 clusters
  Score: Raw -2601548.473266 + Penalty 3277.210171 = -2598271.263095
  nChanged 88
		SP:Iteration 23Q (157290.980000 sec): 3 clusters
  Score: Raw -2601583.864139 + Penalty 3277.210171 = -2598306.653968
  nChanged 83
		SP:Iteration 24Q (157291.310000 sec): 3 clusters
  Score: Raw -2601616.186724 + Penalty 3277.210171 = -2598338.976553
  nChanged 77
		SP:Iteration 25Q (157291.580000 sec): 3 clusters
  Score: Raw -2601644.653204 + Penalty 3277.210171 = -2598367.443033
  nChanged 63
		SP:Iteration 26Q (157291.880000 sec): 3 clusters
  Score: Raw -2601669.258921 + Penalty 3277.210171 = -2598392.048750
  nChanged 56
		SP:Iteration 27Q (157292.160000 sec): 3 clusters
  Score: Raw -2601691.345609 + Penalty 3277.210171 = -2598414.135438
  nChanged 57
		SP:Iteration 28Q (157292.390000 sec): 3 clusters
  Score: Raw -2601714.440094 + Penalty 3277.210171 = -2598437.229923
  nChanged 58
		SP:Iteration 29Q (157292.700000 sec): 3 clusters
  Score: Raw -2601740.404447 + Penalty 3277.210171 = -2598463.194277
  nChanged 49
		SP:Iteration 30Q (157293.030000 sec): 3 clusters
  Score: Raw -2601767.531797 + Penalty 3277.210171 = -2598490.321626
  nChanged 47
		SP:Iteration 31Q (157293.320000 sec): 3 clusters
  Score: Raw -2601790.648475 + Penalty 3277.210171 = -2598513.438304
  nChanged 46
		SP:Iteration 32Q (157293.680000 sec): 3 clusters
  Score: Raw -2601812.339101 + Penalty 3277.210171 = -2598535.128930
  nChanged 39
		SP:Iteration 33Q (157293.980000 sec): 3 clusters
  Score: Raw -2601833.109356 + Penalty 3277.210171 = -2598555.899185
  nChanged 25
		SP:Iteration 34Q (157294.250000 sec): 3 clusters
  Score: Raw -2601844.366642 + Penalty 3277.210171 = -2598567.156471
  nChanged 15
		SP:Iteration 35Q (157294.530000 sec): 3 clusters
  Score: Raw -2601851.303564 + Penalty 3277.210171 = -2598574.093393
  nChanged 16
		SP:Iteration 36Q (157294.780000 sec): 3 clusters
  Score: Raw -2601859.902490 + Penalty 3277.210171 = -2598582.692319
  nChanged 15
		SP:Iteration 37Q (157295.050000 sec): 3 clusters
  Score: Raw -2601866.321767 + Penalty 3277.210171 = -2598589.111596
  nChanged 13
		SP:Iteration 38Q (157295.340000 sec): 3 clusters
  Score: Raw -2601871.261076 + Penalty 3277.210171 = -2598594.050905
  nChanged 12
		SP:Iteration 39Q (157295.600000 sec): 3 clusters
  Score: Raw -2601875.196008 + Penalty 3277.210171 = -2598597.985837
  nChanged 17
		SP:Iteration 40F (157295.900000 sec): 3 clusters
  Score: Raw -2601881.560382 + Penalty 3277.210171 = -2598604.350211
  nChanged 9
		SP:Iteration 41Q (157296.120000 sec): 3 clusters
  Score: Raw -2601884.060910 + Penalty 3277.210171 = -2598606.850739
  nChanged 7
		SP:Iteration 42Q (157296.420000 sec): 3 clusters
  Score: Raw -2601886.664117 + Penalty 3277.210171 = -2598609.453946
  nChanged 6
		SP:Iteration 43Q (157296.680000 sec): 3 clusters
  Score: Raw -2601888.947445 + Penalty 3277.210171 = -2598611.737274
  nChanged 6
		SP:Iteration 44Q (157296.930000 sec): 3 clusters
  Score: Raw -2601890.340290 + Penalty 3277.210171 = -2598613.130119
  nChanged 4
		SP:Iteration 45Q (157297.190000 sec): 3 clusters
  Score: Raw -2601891.544257 + Penalty 3277.210171 = -2598614.334086
  nChanged 3
		SP:Iteration 46Q (157297.450000 sec): 3 clusters
  Score: Raw -2601892.273907 + Penalty 3277.210171 = -2598615.063736
  nChanged 1
		SP:Iteration 47Q (157297.730000 sec): 3 clusters
  Score: Raw -2601892.743369 + Penalty 3277.210171 = -2598615.533198
  nChanged 0
		SP:Iteration 48F (157298.020000 sec): 3 clusters
  Score: Raw -2601892.743369 + Penalty 3277.210171 = -2598615.533198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (8172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157298.170000 sec): 2 clusters
  Score: Raw -893467.794136 + Penalty 1463.876205 = -892003.917930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157298.360000 sec): 3 clusters
  Score: Raw -888936.995907 + Penalty 2927.752411 = -886009.243496
  nChanged 3423
		SP:Iteration 1F (157298.580000 sec): 3 clusters
  Score: Raw -890821.403112 + Penalty 2927.752411 = -887893.650702
  nChanged 547
		SP:Iteration 2F (157298.790000 sec): 3 clusters
  Score: Raw -891086.023351 + Penalty 2927.752411 = -888158.270940
  nChanged 426
		SP:Iteration 3F (157298.970000 sec): 3 clusters
  Score: Raw -891298.670737 + Penalty 2927.752411 = -888370.918326
  nChanged 417
		SP:Iteration 4F (157299.180000 sec): 3 clusters
  Score: Raw -891536.368078 + Penalty 2927.752411 = -888608.615667
  nChanged 430
		SP:Iteration 5F (157299.390000 sec): 3 clusters
  Score: Raw -891836.711199 + Penalty 2927.752411 = -888908.958788
  nChanged 447
		SP:Iteration 6F (157299.560000 sec): 3 clusters
  Score: Raw -892155.101641 + Penalty 2927.752411 = -889227.349230
  nChanged 449
		SP:Iteration 7F (157299.750000 sec): 3 clusters
  Score: Raw -892468.227328 + Penalty 2927.752411 = -889540.474917
  nChanged 393
		SP:Iteration 8Q (157299.940000 sec): 3 clusters
  Score: Raw -892774.370268 + Penalty 2927.752411 = -889846.617857
  nChanged 373
		SP:Iteration 9Q (157300.170000 sec): 3 clusters
  Score: Raw -893052.582655 + Penalty 2927.752411 = -890124.830244
  nChanged 302
		SP:Iteration 10Q (157300.430000 sec): 3 clusters
  Score: Raw -893290.338569 + Penalty 2927.752411 = -890362.586158
  nChanged 266
		SP:Iteration 11Q (157300.590000 sec): 3 clusters
  Score: Raw -893477.508724 + Penalty 2927.752411 = -890549.756314
  nChanged 195
		SP:Iteration 12Q (157300.780000 sec): 3 clusters
  Score: Raw -893608.874913 + Penalty 2927.752411 = -890681.122502
  nChanged 168
		SP:Iteration 13Q (157301.010000 sec): 3 clusters
  Score: Raw -893711.227247 + Penalty 2927.752411 = -890783.474837
  nChanged 122
		SP:Iteration 14Q (157301.130000 sec): 3 clusters
  Score: Raw -893787.361744 + Penalty 2927.752411 = -890859.609334
  nChanged 103
		SP:Iteration 15Q (157301.290000 sec): 3 clusters
  Score: Raw -893860.777615 + Penalty 2927.752411 = -890933.025204
  nChanged 104
		SP:Iteration 16Q (157301.530000 sec): 3 clusters
  Score: Raw -893937.809264 + Penalty 2927.752411 = -891010.056853
  nChanged 97
		SP:Iteration 17Q (157301.730000 sec): 3 clusters
  Score: Raw -894010.265172 + Penalty 2927.752411 = -891082.512761
  nChanged 81
		SP:Iteration 18Q (157301.940000 sec): 3 clusters
  Score: Raw -894059.169822 + Penalty 2927.752411 = -891131.417411
  nChanged 77
		SP:Iteration 19Q (157302.110000 sec): 3 clusters
  Score: Raw -894103.420723 + Penalty 2927.752411 = -891175.668313
  nChanged 70
		SP:Iteration 20F (157302.310000 sec): 3 clusters
  Score: Raw -894134.760373 + Penalty 2927.752411 = -891207.007963
  nChanged 45
		SP:Iteration 21Q (157302.510000 sec): 3 clusters
  Score: Raw -894152.391928 + Penalty 2927.752411 = -891224.639517
  nChanged 35
		SP:Iteration 22Q (157302.690000 sec): 3 clusters
  Score: Raw -894162.739665 + Penalty 2927.752411 = -891234.987255
  nChanged 22
		SP:Iteration 23Q (157302.910000 sec): 3 clusters
  Score: Raw -894169.781617 + Penalty 2927.752411 = -891242.029206
  nChanged 20
		SP:Iteration 24Q (157303.090000 sec): 3 clusters
  Score: Raw -894174.463220 + Penalty 2927.752411 = -891246.710809
  nChanged 11
		SP:Iteration 25Q (157303.280000 sec): 3 clusters
  Score: Raw -894176.953063 + Penalty 2927.752411 = -891249.200652
  nChanged 10
		SP:Iteration 26Q (157303.440000 sec): 3 clusters
  Score: Raw -894179.797917 + Penalty 2927.752411 = -891252.045507
  nChanged 9
		SP:Iteration 27Q (157303.630000 sec): 3 clusters
  Score: Raw -894182.662163 + Penalty 2927.752411 = -891254.909753
  nChanged 10
		SP:Iteration 28Q (157303.840000 sec): 3 clusters
  Score: Raw -894184.684225 + Penalty 2927.752411 = -891256.931815
  nChanged 6
		SP:Iteration 29Q (157304.060000 sec): 3 clusters
  Score: Raw -894185.937333 + Penalty 2927.752411 = -891258.184923
  nChanged 5
		SP:Iteration 30Q (157304.280000 sec): 3 clusters
  Score: Raw -894187.393787 + Penalty 2927.752411 = -891259.641376
  nChanged 10
		SP:Iteration 31Q (157304.470000 sec): 3 clusters
  Score: Raw -894189.891062 + Penalty 2927.752411 = -891262.138651
  nChanged 14
		SP:Iteration 32Q (157304.650000 sec): 3 clusters
  Score: Raw -894193.454933 + Penalty 2927.752411 = -891265.702522
  nChanged 10
		SP:Iteration 33Q (157304.820000 sec): 3 clusters
  Score: Raw -894195.836276 + Penalty 2927.752411 = -891268.083866
  nChanged 6
		SP:Iteration 34Q (157305.000000 sec): 3 clusters
  Score: Raw -894197.154119 + Penalty 2927.752411 = -891269.401708
  nChanged 5
		SP:Iteration 35Q (157305.210000 sec): 3 clusters
  Score: Raw -894198.087755 + Penalty 2927.752411 = -891270.335344
  nChanged 2
		SP:Iteration 36Q (157305.360000 sec): 3 clusters
  Score: Raw -894198.758031 + Penalty 2927.752411 = -891271.005620
  nChanged 4
		SP:Iteration 37Q (157305.550000 sec): 3 clusters
  Score: Raw -894199.623575 + Penalty 2927.752411 = -891271.871165
  nChanged 1
		SP:Iteration 38Q (157305.750000 sec): 3 clusters
  Score: Raw -894199.771721 + Penalty 2927.752411 = -891272.019311
  nChanged 1
		SP:Iteration 39Q (157305.960000 sec): 3 clusters
  Score: Raw -894199.920971 + Penalty 2927.752411 = -891272.168561
  nChanged 0
		SP:Iteration 40F (157306.110000 sec): 3 clusters
  Score: Raw -894199.920971 + Penalty 2927.752411 = -891272.168561
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (99394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157306.780000 sec): 2 clusters
  Score: Raw -10947376.858693 + Penalty 1869.862642 = -10945506.996051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157307.670000 sec): 3 clusters
  Score: Raw -10882442.904435 + Penalty 3739.725284 = -10878703.179151
  nChanged 47745
		SP:Iteration 1F (157308.490000 sec): 3 clusters
  Score: Raw -10910248.445187 + Penalty 3739.725284 = -10906508.719903
  nChanged 3060
		SP:Iteration 2Q (157309.290000 sec): 3 clusters
  Score: Raw -10910927.000126 + Penalty 3739.725284 = -10907187.274841
  nChanged 3381
		SP:Iteration 3Q (157310.040000 sec): 3 clusters
  Score: Raw -10911853.232302 + Penalty 3739.725284 = -10908113.507018
  nChanged 4086
		SP:Iteration 4Q (157310.780000 sec): 3 clusters
  Score: Raw -10913338.040863 + Penalty 3739.725284 = -10909598.315579
  nChanged 5324
		SP:Iteration 5F (157311.530000 sec): 3 clusters
  Score: Raw -10916040.475770 + Penalty 3739.725284 = -10912300.750486
  nChanged 7204
		SP:Iteration 6F (157312.320000 sec): 3 clusters
  Score: Raw -10920898.800141 + Penalty 3739.725284 = -10917159.074857
  nChanged 8811
		SP:Iteration 7F (157313.070000 sec): 3 clusters
  Score: Raw -10928574.928769 + Penalty 3739.725284 = -10924835.203485
  nChanged 8866
		SP:Iteration 8F (157313.790000 sec): 3 clusters
  Score: Raw -10937551.708297 + Penalty 3739.725284 = -10933811.983012
  nChanged 6141
		SP:Iteration 9F (157314.440000 sec): 3 clusters
  Score: Raw -10943832.150485 + Penalty 3739.725284 = -10940092.425201
  nChanged 2736
		SP:Iteration 10Q (157315.060000 sec): 3 clusters
  Score: Raw -10946428.939128 + Penalty 3739.725284 = -10942689.213844
  nChanged 915
		SP:Iteration 11Q (157315.700000 sec): 3 clusters
  Score: Raw -10947239.705327 + Penalty 3739.725284 = -10943499.980042
  nChanged 269
		SP:Iteration 12Q (157316.320000 sec): 3 clusters
  Score: Raw -10947489.875153 + Penalty 3739.725284 = -10943750.149869
  nChanged 92
		SP:Iteration 13Q (157316.850000 sec): 3 clusters
  Score: Raw -10947592.355483 + Penalty 3739.725284 = -10943852.630198
  nChanged 45
		SP:Iteration 14Q (157317.380000 sec): 3 clusters
  Score: Raw -10947648.752811 + Penalty 3739.725284 = -10943909.027526
  nChanged 25
		SP:Iteration 15Q (157317.950000 sec): 3 clusters
  Score: Raw -10947671.983237 + Penalty 3739.725284 = -10943932.257953
  nChanged 8
		SP:Iteration 16Q (157318.490000 sec): 3 clusters
  Score: Raw -10947678.923357 + Penalty 3739.725284 = -10943939.198073
  nChanged 9
		SP:Iteration 17Q (157319.030000 sec): 3 clusters
  Score: Raw -10947687.423562 + Penalty 3739.725284 = -10943947.698278
  nChanged 3
		SP:Iteration 18Q (157319.570000 sec): 3 clusters
  Score: Raw -10947690.376912 + Penalty 3739.725284 = -10943950.651627
  nChanged 3
		SP:Iteration 19Q (157320.160000 sec): 3 clusters
  Score: Raw -10947692.265970 + Penalty 3739.725284 = -10943952.540686
  nChanged 2
		SP:Iteration 20F (157320.760000 sec): 3 clusters
  Score: Raw -10947693.665601 + Penalty 3739.725284 = -10943953.940317
  nChanged 2
		SP:Iteration 21Q (157321.340000 sec): 3 clusters
  Score: Raw -10947695.882190 + Penalty 3739.725284 = -10943956.156905
  nChanged 2
		SP:Iteration 22Q (157321.880000 sec): 3 clusters
  Score: Raw -10947698.084485 + Penalty 3739.725284 = -10943958.359201
  nChanged 1
		SP:Iteration 23Q (157322.470000 sec): 3 clusters
  Score: Raw -10947698.383030 + Penalty 3739.725284 = -10943958.657746
  nChanged 1
		SP:Iteration 24Q (157323.040000 sec): 3 clusters
  Score: Raw -10947700.211512 + Penalty 3739.725284 = -10943960.486228
  nChanged 2
		SP:Iteration 25Q (157323.540000 sec): 3 clusters
  Score: Raw -10947702.051958 + Penalty 3739.725284 = -10943962.326674
  nChanged 1
		SP:Iteration 26Q (157324.100000 sec): 3 clusters
  Score: Raw -10947702.416102 + Penalty 3739.725284 = -10943962.690818
  nChanged 1
		SP:Iteration 27Q (157324.660000 sec): 3 clusters
  Score: Raw -10947703.189035 + Penalty 3739.725284 = -10943963.463751
  nChanged 1
		SP:Iteration 28Q (157325.270000 sec): 3 clusters
  Score: Raw -10947703.450585 + Penalty 3739.725284 = -10943963.725301
  nChanged 0
		SP:Iteration 29F (157325.870000 sec): 3 clusters
  Score: Raw -10947703.450585 + Penalty 3739.725284 = -10943963.725301
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157326.030000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157326.230000 sec): 3 clusters
  Score: Raw -110208.901825 + Penalty 2258.703348 = -107950.198477
  nChanged 316
		SP:Iteration 1F (157326.350000 sec): 3 clusters
  Score: Raw -110504.892163 + Penalty 2258.703348 = -108246.188815
  nChanged 87
		SP:Iteration 2F (157326.520000 sec): 3 clusters
  Score: Raw -110609.988051 + Penalty 2258.703348 = -108351.284703
  nChanged 49
		SP:Iteration 3Q (157326.680000 sec): 3 clusters
  Score: Raw -110659.558856 + Penalty 2258.703348 = -108400.855508
  nChanged 32
		SP:Iteration 4Q (157326.850000 sec): 3 clusters
  Score: Raw -110694.277846 + Penalty 2258.703348 = -108435.574498
  nChanged 24
		SP:Iteration 5Q (157326.990000 sec): 3 clusters
  Score: Raw -110717.279805 + Penalty 2258.703348 = -108458.576457
  nChanged 21
		SP:Iteration 6Q (157327.220000 sec): 3 clusters
  Score: Raw -110735.888780 + Penalty 2258.703348 = -108477.185432
  nChanged 14
		SP:Iteration 7Q (157327.410000 sec): 3 clusters
  Score: Raw -110748.438896 + Penalty 2258.703348 = -108489.735548
  nChanged 17
		SP:Iteration 8Q (157327.610000 sec): 3 clusters
  Score: Raw -110766.357354 + Penalty 2258.703348 = -108507.654006
  nChanged 12
		SP:Iteration 9Q (157327.730000 sec): 3 clusters
  Score: Raw -110776.994011 + Penalty 2258.703348 = -108518.290663
  nChanged 7
		SP:Iteration 10Q (157327.930000 sec): 3 clusters
  Score: Raw -110781.235547 + Penalty 2258.703348 = -108522.532199
  nChanged 5
		SP:Iteration 11Q (157328.100000 sec): 3 clusters
  Score: Raw -110784.181671 + Penalty 2258.703348 = -108525.478323
  nChanged 0
		SP:Iteration 12F (157328.300000 sec): 3 clusters
  Score: Raw -110784.181671 + Penalty 2258.703348 = -108525.478323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157328.480000 sec): 2 clusters
  Score: Raw -1323313.278296 + Penalty 1519.137079 = -1321794.141217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157328.630000 sec): 3 clusters
  Score: Raw -1316671.779848 + Penalty 3038.274158 = -1313633.505690
  nChanged 4975
		SP:Iteration 1F (157328.820000 sec): 3 clusters
  Score: Raw -1319270.862027 + Penalty 3038.274158 = -1316232.587869
  nChanged 593
		SP:Iteration 2F (157329.050000 sec): 3 clusters
  Score: Raw -1319486.118452 + Penalty 3038.274158 = -1316447.844294
  nChanged 515
		SP:Iteration 3Q (157329.300000 sec): 3 clusters
  Score: Raw -1319662.562187 + Penalty 3038.274158 = -1316624.288029
  nChanged 446
		SP:Iteration 4Q (157329.510000 sec): 3 clusters
  Score: Raw -1319798.207226 + Penalty 3038.274158 = -1316759.933068
  nChanged 384
		SP:Iteration 5Q (157329.760000 sec): 3 clusters
  Score: Raw -1319916.424226 + Penalty 3038.274158 = -1316878.150068
  nChanged 330
		SP:Iteration 6Q (157329.970000 sec): 3 clusters
  Score: Raw -1320021.868323 + Penalty 3038.274158 = -1316983.594165
  nChanged 315
		SP:Iteration 7Q (157330.190000 sec): 3 clusters
  Score: Raw -1320129.912069 + Penalty 3038.274158 = -1317091.637911
  nChanged 346
		SP:Iteration 8Q (157330.420000 sec): 3 clusters
  Score: Raw -1320260.874088 + Penalty 3038.274158 = -1317222.599930
  nChanged 343
		SP:Iteration 9Q (157330.690000 sec): 3 clusters
  Score: Raw -1320419.315316 + Penalty 3038.274158 = -1317381.041158
  nChanged 418
		SP:Iteration 10Q (157330.910000 sec): 3 clusters
  Score: Raw -1320632.157701 + Penalty 3038.274158 = -1317593.883543
  nChanged 448
		SP:Iteration 11Q (157331.170000 sec): 3 clusters
  Score: Raw -1320885.306634 + Penalty 3038.274158 = -1317847.032476
  nChanged 448
		SP:Iteration 12Q (157331.380000 sec): 3 clusters
  Score: Raw -1321230.042820 + Penalty 3038.274158 = -1318191.768662
  nChanged 475
		SP:Iteration 13Q (157331.640000 sec): 3 clusters
  Score: Raw -1321599.303583 + Penalty 3038.274158 = -1318561.029425
  nChanged 420
		SP:Iteration 14Q (157331.900000 sec): 3 clusters
  Score: Raw -1321928.874259 + Penalty 3038.274158 = -1318890.600101
  nChanged 365
		SP:Iteration 15Q (157332.120000 sec): 3 clusters
  Score: Raw -1322162.341737 + Penalty 3038.274158 = -1319124.067579
  nChanged 334
		SP:Iteration 16Q (157332.370000 sec): 3 clusters
  Score: Raw -1322359.567786 + Penalty 3038.274158 = -1319321.293628
  nChanged 278
		SP:Iteration 17Q (157332.590000 sec): 3 clusters
  Score: Raw -1322518.303804 + Penalty 3038.274158 = -1319480.029646
  nChanged 242
		SP:Iteration 18Q (157332.830000 sec): 3 clusters
  Score: Raw -1322658.448730 + Penalty 3038.274158 = -1319620.174572
  nChanged 203
		SP:Iteration 19Q (157333.030000 sec): 3 clusters
  Score: Raw -1322779.812847 + Penalty 3038.274158 = -1319741.538689
  nChanged 184
		SP:Iteration 20F (157333.290000 sec): 3 clusters
  Score: Raw -1322885.938415 + Penalty 3038.274158 = -1319847.664257
  nChanged 174
		SP:Iteration 21Q (157333.470000 sec): 3 clusters
  Score: Raw -1322988.861437 + Penalty 3038.274158 = -1319950.587279
  nChanged 136
		SP:Iteration 22Q (157333.730000 sec): 3 clusters
  Score: Raw -1323064.187469 + Penalty 3038.274158 = -1320025.913311
  nChanged 102
		SP:Iteration 23Q (157333.930000 sec): 3 clusters
  Score: Raw -1323118.551475 + Penalty 3038.274158 = -1320080.277317
  nChanged 96
		SP:Iteration 24Q (157334.180000 sec): 3 clusters
  Score: Raw -1323171.903649 + Penalty 3038.274158 = -1320133.629492
  nChanged 90
		SP:Iteration 25Q (157334.360000 sec): 3 clusters
  Score: Raw -1323223.025135 + Penalty 3038.274158 = -1320184.750977
  nChanged 78
		SP:Iteration 26Q (157334.580000 sec): 3 clusters
  Score: Raw -1323268.291837 + Penalty 3038.274158 = -1320230.017679
  nChanged 62
		SP:Iteration 27Q (157334.800000 sec): 3 clusters
  Score: Raw -1323302.292612 + Penalty 3038.274158 = -1320264.018454
  nChanged 62
		SP:Iteration 28Q (157335.010000 sec): 3 clusters
  Score: Raw -1323337.277562 + Penalty 3038.274158 = -1320299.003404
  nChanged 56
		SP:Iteration 29Q (157335.230000 sec): 3 clusters
  Score: Raw -1323368.469513 + Penalty 3038.274158 = -1320330.195355
  nChanged 56
		SP:Iteration 30Q (157335.460000 sec): 3 clusters
  Score: Raw -1323404.000953 + Penalty 3038.274158 = -1320365.726795
  nChanged 45
		SP:Iteration 31Q (157335.650000 sec): 3 clusters
  Score: Raw -1323429.209192 + Penalty 3038.274158 = -1320390.935034
  nChanged 35
		SP:Iteration 32Q (157335.920000 sec): 3 clusters
  Score: Raw -1323452.060687 + Penalty 3038.274158 = -1320413.786529
  nChanged 28
		SP:Iteration 33Q (157336.140000 sec): 3 clusters
  Score: Raw -1323469.747823 + Penalty 3038.274158 = -1320431.473665
  nChanged 26
		SP:Iteration 34Q (157336.330000 sec): 3 clusters
  Score: Raw -1323486.932225 + Penalty 3038.274158 = -1320448.658067
  nChanged 14
		SP:Iteration 35Q (157336.590000 sec): 3 clusters
  Score: Raw -1323494.076906 + Penalty 3038.274158 = -1320455.802748
  nChanged 9
		SP:Iteration 36Q (157336.800000 sec): 3 clusters
  Score: Raw -1323499.312889 + Penalty 3038.274158 = -1320461.038731
  nChanged 13
		SP:Iteration 37Q (157336.970000 sec): 3 clusters
  Score: Raw -1323506.957892 + Penalty 3038.274158 = -1320468.683734
  nChanged 13
		SP:Iteration 38Q (157337.170000 sec): 3 clusters
  Score: Raw -1323516.478515 + Penalty 3038.274158 = -1320478.204357
  nChanged 16
		SP:Iteration 39Q (157337.400000 sec): 3 clusters
  Score: Raw -1323530.597878 + Penalty 3038.274158 = -1320492.323720
  nChanged 17
		SP:Iteration 40F (157337.610000 sec): 3 clusters
  Score: Raw -1323542.259011 + Penalty 3038.274158 = -1320503.984853
  nChanged 17
		SP:Iteration 41Q (157337.810000 sec): 3 clusters
  Score: Raw -1323556.013645 + Penalty 3038.274158 = -1320517.739487
  nChanged 11
		SP:Iteration 42Q (157337.970000 sec): 3 clusters
  Score: Raw -1323565.646093 + Penalty 3038.274158 = -1320527.371935
  nChanged 7
		SP:Iteration 43Q (157338.170000 sec): 3 clusters
  Score: Raw -1323569.998613 + Penalty 3038.274158 = -1320531.724455
  nChanged 7
		SP:Iteration 44Q (157338.330000 sec): 3 clusters
  Score: Raw -1323574.814369 + Penalty 3038.274158 = -1320536.540211
  nChanged 6
		SP:Iteration 45Q (157338.540000 sec): 3 clusters
  Score: Raw -1323577.319512 + Penalty 3038.274158 = -1320539.045354
  nChanged 2
		SP:Iteration 46Q (157338.770000 sec): 3 clusters
  Score: Raw -1323579.177434 + Penalty 3038.274158 = -1320540.903276
  nChanged 2
		SP:Iteration 47Q (157338.990000 sec): 3 clusters
  Score: Raw -1323579.925566 + Penalty 3038.274158 = -1320541.651408
  nChanged 2
		SP:Iteration 48Q (157339.190000 sec): 3 clusters
  Score: Raw -1323580.435346 + Penalty 3038.274158 = -1320542.161188
  nChanged 2
		SP:Iteration 49Q (157339.410000 sec): 3 clusters
  Score: Raw -1323581.420185 + Penalty 3038.274158 = -1320543.146027
  nChanged 2
		SP:Iteration 50Q (157339.650000 sec): 3 clusters
  Score: Raw -1323582.398779 + Penalty 3038.274158 = -1320544.124621
  nChanged 0
		SP:Iteration 51F (157339.910000 sec): 3 clusters
  Score: Raw -1323582.398779 + Penalty 3038.274158 = -1320544.124621
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157340.160000 sec): 2 clusters
  Score: Raw -2564762.278122 + Penalty 1634.503119 = -2563127.775003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157340.470000 sec): 3 clusters
  Score: Raw -2550574.694559 + Penalty 3269.006239 = -2547305.688320
  nChanged 10643
		SP:Iteration 1F (157340.790000 sec): 3 clusters
  Score: Raw -2556398.846226 + Penalty 3269.006239 = -2553129.839987
  nChanged 1108
		SP:Iteration 2Q (157341.090000 sec): 3 clusters
  Score: Raw -2556799.327665 + Penalty 3269.006239 = -2553530.321427
  nChanged 1041
		SP:Iteration 3Q (157341.410000 sec): 3 clusters
  Score: Raw -2557189.905558 + Penalty 3269.006239 = -2553920.899319
  nChanged 1064
		SP:Iteration 4Q (157341.730000 sec): 3 clusters
  Score: Raw -2557674.015471 + Penalty 3269.006239 = -2554405.009233
  nChanged 1168
		SP:Iteration 5F (157342.020000 sec): 3 clusters
  Score: Raw -2558288.892723 + Penalty 3269.006239 = -2555019.886485
  nChanged 1256
		SP:Iteration 6F (157342.300000 sec): 3 clusters
  Score: Raw -2559076.701968 + Penalty 3269.006239 = -2555807.695729
  nChanged 1371
		SP:Iteration 7F (157342.590000 sec): 3 clusters
  Score: Raw -2560045.819575 + Penalty 3269.006239 = -2556776.813336
  nChanged 1379
		SP:Iteration 8F (157342.920000 sec): 3 clusters
  Score: Raw -2561075.621026 + Penalty 3269.006239 = -2557806.614787
  nChanged 1231
		SP:Iteration 9F (157343.190000 sec): 3 clusters
  Score: Raw -2562027.417169 + Penalty 3269.006239 = -2558758.410930
  nChanged 1011
		SP:Iteration 10Q (157343.510000 sec): 3 clusters
  Score: Raw -2562788.219998 + Penalty 3269.006239 = -2559519.213759
  nChanged 753
		SP:Iteration 11Q (157343.800000 sec): 3 clusters
  Score: Raw -2563358.472532 + Penalty 3269.006239 = -2560089.466293
  nChanged 602
		SP:Iteration 12Q (157344.100000 sec): 3 clusters
  Score: Raw -2563798.997988 + Penalty 3269.006239 = -2560529.991749
  nChanged 445
		SP:Iteration 13Q (157344.410000 sec): 3 clusters
  Score: Raw -2564102.332964 + Penalty 3269.006239 = -2560833.326725
  nChanged 351
		SP:Iteration 14Q (157344.710000 sec): 3 clusters
  Score: Raw -2564347.835113 + Penalty 3269.006239 = -2561078.828874
  nChanged 298
		SP:Iteration 15Q (157344.980000 sec): 3 clusters
  Score: Raw -2564548.970044 + Penalty 3269.006239 = -2561279.963805
  nChanged 237
		SP:Iteration 16Q (157345.270000 sec): 3 clusters
  Score: Raw -2564709.577386 + Penalty 3269.006239 = -2561440.571148
  nChanged 193
		SP:Iteration 17Q (157345.540000 sec): 3 clusters
  Score: Raw -2564838.221043 + Penalty 3269.006239 = -2561569.214804
  nChanged 150
		SP:Iteration 18Q (157345.820000 sec): 3 clusters
  Score: Raw -2564920.722226 + Penalty 3269.006239 = -2561651.715987
  nChanged 106
		SP:Iteration 19Q (157346.100000 sec): 3 clusters
  Score: Raw -2564980.224182 + Penalty 3269.006239 = -2561711.217944
  nChanged 106
		SP:Iteration 20F (157346.390000 sec): 3 clusters
  Score: Raw -2565031.554177 + Penalty 3269.006239 = -2561762.547939
  nChanged 82
		SP:Iteration 21Q (157346.700000 sec): 3 clusters
  Score: Raw -2565075.129266 + Penalty 3269.006239 = -2561806.123027
  nChanged 51
		SP:Iteration 22Q (157347.000000 sec): 3 clusters
  Score: Raw -2565099.194985 + Penalty 3269.006239 = -2561830.188746
  nChanged 43
		SP:Iteration 23Q (157347.280000 sec): 3 clusters
  Score: Raw -2565116.061342 + Penalty 3269.006239 = -2561847.055104
  nChanged 31
		SP:Iteration 24Q (157347.560000 sec): 3 clusters
  Score: Raw -2565127.094539 + Penalty 3269.006239 = -2561858.088300
  nChanged 23
		SP:Iteration 25Q (157347.840000 sec): 3 clusters
  Score: Raw -2565134.135516 + Penalty 3269.006239 = -2561865.129277
  nChanged 15
		SP:Iteration 26Q (157348.090000 sec): 3 clusters
  Score: Raw -2565138.874113 + Penalty 3269.006239 = -2561869.867874
  nChanged 11
		SP:Iteration 27Q (157348.340000 sec): 3 clusters
  Score: Raw -2565142.521715 + Penalty 3269.006239 = -2561873.515476
  nChanged 15
		SP:Iteration 28Q (157348.630000 sec): 3 clusters
  Score: Raw -2565146.897123 + Penalty 3269.006239 = -2561877.890884
  nChanged 12
		SP:Iteration 29Q (157348.940000 sec): 3 clusters
  Score: Raw -2565151.714534 + Penalty 3269.006239 = -2561882.708295
  nChanged 19
		SP:Iteration 30Q (157349.240000 sec): 3 clusters
  Score: Raw -2565158.421083 + Penalty 3269.006239 = -2561889.414844
  nChanged 15
		SP:Iteration 31Q (157349.530000 sec): 3 clusters
  Score: Raw -2565164.131507 + Penalty 3269.006239 = -2561895.125268
  nChanged 12
		SP:Iteration 32Q (157349.860000 sec): 3 clusters
  Score: Raw -2565166.771473 + Penalty 3269.006239 = -2561897.765234
  nChanged 4
		SP:Iteration 33Q (157350.130000 sec): 3 clusters
  Score: Raw -2565167.766786 + Penalty 3269.006239 = -2561898.760547
  nChanged 8
		SP:Iteration 34Q (157350.440000 sec): 3 clusters
  Score: Raw -2565170.556877 + Penalty 3269.006239 = -2561901.550639
  nChanged 5
		SP:Iteration 35Q (157350.760000 sec): 3 clusters
  Score: Raw -2565172.400841 + Penalty 3269.006239 = -2561903.394602
  nChanged 7
		SP:Iteration 36Q (157351.040000 sec): 3 clusters
  Score: Raw -2565175.083842 + Penalty 3269.006239 = -2561906.077603
  nChanged 5
		SP:Iteration 37Q (157351.330000 sec): 3 clusters
  Score: Raw -2565177.220481 + Penalty 3269.006239 = -2561908.214242
  nChanged 8
		SP:Iteration 38Q (157351.650000 sec): 3 clusters
  Score: Raw -2565180.665661 + Penalty 3269.006239 = -2561911.659422
  nChanged 5
		SP:Iteration 39Q (157351.990000 sec): 3 clusters
  Score: Raw -2565181.665532 + Penalty 3269.006239 = -2561912.659293
  nChanged 5
		SP:Iteration 40F (157352.330000 sec): 3 clusters
  Score: Raw -2565183.454502 + Penalty 3269.006239 = -2561914.448263
  nChanged 5
		SP:Iteration 41Q (157352.650000 sec): 3 clusters
  Score: Raw -2565184.798670 + Penalty 3269.006239 = -2561915.792432
  nChanged 3
		SP:Iteration 42Q (157352.970000 sec): 3 clusters
  Score: Raw -2565185.430429 + Penalty 3269.006239 = -2561916.424190
  nChanged 3
		SP:Iteration 43Q (157353.280000 sec): 3 clusters
  Score: Raw -2565186.459662 + Penalty 3269.006239 = -2561917.453423
  nChanged 2
		SP:Iteration 44Q (157353.640000 sec): 3 clusters
  Score: Raw -2565187.095855 + Penalty 3269.006239 = -2561918.089616
  nChanged 1
		SP:Iteration 45Q (157353.920000 sec): 3 clusters
  Score: Raw -2565187.251486 + Penalty 3269.006239 = -2561918.245247
  nChanged 0
		SP:Iteration 46F (157354.230000 sec): 3 clusters
  Score: Raw -2565187.251486 + Penalty 3269.006239 = -2561918.245247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157354.380000 sec): 2 clusters
  Score: Raw -847469.866513 + Penalty 1454.081864 = -846015.784649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157354.580000 sec): 3 clusters
  Score: Raw -843284.715639 + Penalty 2908.163727 = -840376.551912
  nChanged 3215
		SP:Iteration 1F (157354.790000 sec): 3 clusters
  Score: Raw -845146.958802 + Penalty 2908.163727 = -842238.795075
  nChanged 547
		SP:Iteration 2F (157354.980000 sec): 3 clusters
  Score: Raw -845408.710783 + Penalty 2908.163727 = -842500.547056
  nChanged 412
		SP:Iteration 3F (157355.180000 sec): 3 clusters
  Score: Raw -845601.160497 + Penalty 2908.163727 = -842692.996770
  nChanged 350
		SP:Iteration 4Q (157355.380000 sec): 3 clusters
  Score: Raw -845775.490887 + Penalty 2908.163727 = -842867.327160
  nChanged 362
		SP:Iteration 5Q (157355.600000 sec): 3 clusters
  Score: Raw -845989.631675 + Penalty 2908.163727 = -843081.467948
  nChanged 359
		SP:Iteration 6Q (157355.750000 sec): 3 clusters
  Score: Raw -846226.300616 + Penalty 2908.163727 = -843318.136889
  nChanged 343
		SP:Iteration 7Q (157355.900000 sec): 3 clusters
  Score: Raw -846481.065646 + Penalty 2908.163727 = -843572.901919
  nChanged 366
		SP:Iteration 8Q (157356.080000 sec): 3 clusters
  Score: Raw -846761.135800 + Penalty 2908.163727 = -843852.972073
  nChanged 334
		SP:Iteration 9Q (157356.300000 sec): 3 clusters
  Score: Raw -847018.806513 + Penalty 2908.163727 = -844110.642786
  nChanged 307
		SP:Iteration 10Q (157356.520000 sec): 3 clusters
  Score: Raw -847244.262513 + Penalty 2908.163727 = -844336.098786
  nChanged 278
		SP:Iteration 11Q (157356.680000 sec): 3 clusters
  Score: Raw -847423.122795 + Penalty 2908.163727 = -844514.959068
  nChanged 215
		SP:Iteration 12Q (157356.840000 sec): 3 clusters
  Score: Raw -847554.677564 + Penalty 2908.163727 = -844646.513836
  nChanged 174
		SP:Iteration 13Q (157357.030000 sec): 3 clusters
  Score: Raw -847643.636215 + Penalty 2908.163727 = -844735.472488
  nChanged 147
		SP:Iteration 14Q (157357.220000 sec): 3 clusters
  Score: Raw -847715.853959 + Penalty 2908.163727 = -844807.690232
  nChanged 120
		SP:Iteration 15Q (157357.450000 sec): 3 clusters
  Score: Raw -847772.815345 + Penalty 2908.163727 = -844864.651618
  nChanged 99
		SP:Iteration 16Q (157357.660000 sec): 3 clusters
  Score: Raw -847816.632060 + Penalty 2908.163727 = -844908.468333
  nChanged 95
		SP:Iteration 17Q (157357.850000 sec): 3 clusters
  Score: Raw -847852.377241 + Penalty 2908.163727 = -844944.213514
  nChanged 70
		SP:Iteration 18Q (157358.040000 sec): 3 clusters
  Score: Raw -847875.467061 + Penalty 2908.163727 = -844967.303334
  nChanged 48
		SP:Iteration 19Q (157358.240000 sec): 3 clusters
  Score: Raw -847887.630459 + Penalty 2908.163727 = -844979.466732
  nChanged 32
		SP:Iteration 20F (157358.460000 sec): 3 clusters
  Score: Raw -847894.647183 + Penalty 2908.163727 = -844986.483456
  nChanged 22
		SP:Iteration 21Q (157358.660000 sec): 3 clusters
  Score: Raw -847898.859720 + Penalty 2908.163727 = -844990.695993
  nChanged 27
		SP:Iteration 22Q (157358.870000 sec): 3 clusters
  Score: Raw -847904.233930 + Penalty 2908.163727 = -844996.070203
  nChanged 25
		SP:Iteration 23Q (157359.060000 sec): 3 clusters
  Score: Raw -847909.548280 + Penalty 2908.163727 = -845001.384553
  nChanged 23
		SP:Iteration 24Q (157359.250000 sec): 3 clusters
  Score: Raw -847914.986649 + Penalty 2908.163727 = -845006.822922
  nChanged 27
		SP:Iteration 25Q (157359.480000 sec): 3 clusters
  Score: Raw -847920.705600 + Penalty 2908.163727 = -845012.541873
  nChanged 20
		SP:Iteration 26Q (157359.690000 sec): 3 clusters
  Score: Raw -847924.256706 + Penalty 2908.163727 = -845016.092979
  nChanged 15
		SP:Iteration 27Q (157359.840000 sec): 3 clusters
  Score: Raw -847926.551847 + Penalty 2908.163727 = -845018.388120
  nChanged 11
		SP:Iteration 28Q (157360.050000 sec): 3 clusters
  Score: Raw -847927.875976 + Penalty 2908.163727 = -845019.712249
  nChanged 9
		SP:Iteration 29Q (157360.260000 sec): 3 clusters
  Score: Raw -847929.376319 + Penalty 2908.163727 = -845021.212592
  nChanged 9
		SP:Iteration 30Q (157360.460000 sec): 3 clusters
  Score: Raw -847930.773632 + Penalty 2908.163727 = -845022.609905
  nChanged 6
		SP:Iteration 31Q (157360.640000 sec): 3 clusters
  Score: Raw -847932.049034 + Penalty 2908.163727 = -845023.885307
  nChanged 9
		SP:Iteration 32Q (157360.860000 sec): 3 clusters
  Score: Raw -847933.734575 + Penalty 2908.163727 = -845025.570848
  nChanged 12
		SP:Iteration 33Q (157361.080000 sec): 3 clusters
  Score: Raw -847936.118234 + Penalty 2908.163727 = -845027.954507
  nChanged 7
		SP:Iteration 34Q (157361.260000 sec): 3 clusters
  Score: Raw -847937.531736 + Penalty 2908.163727 = -845029.368009
  nChanged 10
		SP:Iteration 35Q (157361.460000 sec): 3 clusters
  Score: Raw -847939.083210 + Penalty 2908.163727 = -845030.919483
  nChanged 9
		SP:Iteration 36Q (157361.640000 sec): 3 clusters
  Score: Raw -847940.003047 + Penalty 2908.163727 = -845031.839320
  nChanged 7
		SP:Iteration 37Q (157361.810000 sec): 3 clusters
  Score: Raw -847941.096856 + Penalty 2908.163727 = -845032.933129
  nChanged 6
		SP:Iteration 38Q (157362.030000 sec): 3 clusters
  Score: Raw -847942.046667 + Penalty 2908.163727 = -845033.882940
  nChanged 7
		SP:Iteration 39Q (157362.190000 sec): 3 clusters
  Score: Raw -847942.936597 + Penalty 2908.163727 = -845034.772870
  nChanged 4
		SP:Iteration 40F (157362.390000 sec): 3 clusters
  Score: Raw -847943.561436 + Penalty 2908.163727 = -845035.397709
  nChanged 6
		SP:Iteration 41Q (157362.580000 sec): 3 clusters
  Score: Raw -847944.718695 + Penalty 2908.163727 = -845036.554968
  nChanged 10
		SP:Iteration 42Q (157362.760000 sec): 3 clusters
  Score: Raw -847946.209206 + Penalty 2908.163727 = -845038.045479
  nChanged 8
		SP:Iteration 43Q (157362.960000 sec): 3 clusters
  Score: Raw -847947.601968 + Penalty 2908.163727 = -845039.438241
  nChanged 9
		SP:Iteration 44Q (157363.190000 sec): 3 clusters
  Score: Raw -847949.562795 + Penalty 2908.163727 = -845041.399068
  nChanged 8
		SP:Iteration 45Q (157363.370000 sec): 3 clusters
  Score: Raw -847950.668626 + Penalty 2908.163727 = -845042.504898
  nChanged 3
		SP:Iteration 46Q (157363.520000 sec): 3 clusters
  Score: Raw -847951.218002 + Penalty 2908.163727 = -845043.054275
  nChanged 5
		SP:Iteration 47Q (157363.740000 sec): 3 clusters
  Score: Raw -847952.067077 + Penalty 2908.163727 = -845043.903350
  nChanged 4
		SP:Iteration 48Q (157363.940000 sec): 3 clusters
  Score: Raw -847952.568872 + Penalty 2908.163727 = -845044.405145
  nChanged 4
		SP:Iteration 49Q (157364.180000 sec): 3 clusters
  Score: Raw -847953.270533 + Penalty 2908.163727 = -845045.106806
  nChanged 8
		SP:Iteration 50Q (157364.360000 sec): 3 clusters
  Score: Raw -847954.805441 + Penalty 2908.163727 = -845046.641714
  nChanged 7
		SP:Iteration 51Q (157364.560000 sec): 3 clusters
  Score: Raw -847955.593932 + Penalty 2908.163727 = -845047.430205
  nChanged 7
		SP:Iteration 52Q (157364.710000 sec): 3 clusters
  Score: Raw -847956.319539 + Penalty 2908.163727 = -845048.155812
  nChanged 3
		SP:Iteration 53Q (157364.880000 sec): 3 clusters
  Score: Raw -847956.678986 + Penalty 2908.163727 = -845048.515259
  nChanged 4
		SP:Iteration 54Q (157365.040000 sec): 3 clusters
  Score: Raw -847957.184168 + Penalty 2908.163727 = -845049.020440
  nChanged 0
		SP:Iteration 55F (157365.210000 sec): 3 clusters
  Score: Raw -847957.184168 + Penalty 2908.163727 = -845049.020440
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (9327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157365.380000 sec): 2 clusters
  Score: Raw -1014218.045144 + Penalty 1485.358664 = -1012732.686481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157365.560000 sec): 3 clusters
  Score: Raw -1008982.595852 + Penalty 2970.717327 = -1006011.878525
  nChanged 4088
		SP:Iteration 1F (157365.760000 sec): 3 clusters
  Score: Raw -1011182.013444 + Penalty 2970.717327 = -1008211.296117
  nChanged 570
		SP:Iteration 2F (157365.940000 sec): 3 clusters
  Score: Raw -1011422.004866 + Penalty 2970.717327 = -1008451.287539
  nChanged 452
		SP:Iteration 3Q (157366.140000 sec): 3 clusters
  Score: Raw -1011612.194948 + Penalty 2970.717327 = -1008641.477621
  nChanged 416
		SP:Iteration 4Q (157366.360000 sec): 3 clusters
  Score: Raw -1011784.885377 + Penalty 2970.717327 = -1008814.168050
  nChanged 380
		SP:Iteration 5Q (157366.560000 sec): 3 clusters
  Score: Raw -1011935.416287 + Penalty 2970.717327 = -1008964.698960
  nChanged 333
		SP:Iteration 6Q (157366.740000 sec): 3 clusters
  Score: Raw -1012073.911599 + Penalty 2970.717327 = -1009103.194272
  nChanged 316
		SP:Iteration 7Q (157366.960000 sec): 3 clusters
  Score: Raw -1012218.786781 + Penalty 2970.717327 = -1009248.069454
  nChanged 328
		SP:Iteration 8Q (157367.170000 sec): 3 clusters
  Score: Raw -1012386.075196 + Penalty 2970.717327 = -1009415.357869
  nChanged 339
		SP:Iteration 9Q (157367.420000 sec): 3 clusters
  Score: Raw -1012571.580722 + Penalty 2970.717327 = -1009600.863395
  nChanged 337
		SP:Iteration 10Q (157367.660000 sec): 3 clusters
  Score: Raw -1012765.169966 + Penalty 2970.717327 = -1009794.452639
  nChanged 313
		SP:Iteration 11Q (157367.870000 sec): 3 clusters
  Score: Raw -1012978.370476 + Penalty 2970.717327 = -1010007.653149
  nChanged 335
		SP:Iteration 12Q (157368.090000 sec): 3 clusters
  Score: Raw -1013195.603497 + Penalty 2970.717327 = -1010224.886170
  nChanged 287
		SP:Iteration 13Q (157368.340000 sec): 3 clusters
  Score: Raw -1013381.783273 + Penalty 2970.717327 = -1010411.065946
  nChanged 279
		SP:Iteration 14Q (157368.550000 sec): 3 clusters
  Score: Raw -1013575.728497 + Penalty 2970.717327 = -1010605.011170
  nChanged 259
		SP:Iteration 15Q (157368.760000 sec): 3 clusters
  Score: Raw -1013751.838658 + Penalty 2970.717327 = -1010781.121331
  nChanged 212
		SP:Iteration 16Q (157369.000000 sec): 3 clusters
  Score: Raw -1013891.825602 + Penalty 2970.717327 = -1010921.108275
  nChanged 171
		SP:Iteration 17Q (157369.230000 sec): 3 clusters
  Score: Raw -1014003.435175 + Penalty 2970.717327 = -1011032.717848
  nChanged 151
		SP:Iteration 18Q (157369.460000 sec): 3 clusters
  Score: Raw -1014091.225911 + Penalty 2970.717327 = -1011120.508584
  nChanged 126
		SP:Iteration 19Q (157369.650000 sec): 3 clusters
  Score: Raw -1014166.625964 + Penalty 2970.717327 = -1011195.908637
  nChanged 112
		SP:Iteration 20F (157369.900000 sec): 3 clusters
  Score: Raw -1014226.455465 + Penalty 2970.717327 = -1011255.738138
  nChanged 90
		SP:Iteration 21Q (157370.100000 sec): 3 clusters
  Score: Raw -1014275.170503 + Penalty 2970.717327 = -1011304.453176
  nChanged 72
		SP:Iteration 22Q (157370.280000 sec): 3 clusters
  Score: Raw -1014318.693550 + Penalty 2970.717327 = -1011347.976223
  nChanged 53
		SP:Iteration 23Q (157370.480000 sec): 3 clusters
  Score: Raw -1014347.205931 + Penalty 2970.717327 = -1011376.488603
  nChanged 43
		SP:Iteration 24Q (157370.720000 sec): 3 clusters
  Score: Raw -1014373.125526 + Penalty 2970.717327 = -1011402.408199
  nChanged 41
		SP:Iteration 25Q (157370.920000 sec): 3 clusters
  Score: Raw -1014394.253066 + Penalty 2970.717327 = -1011423.535739
  nChanged 32
		SP:Iteration 26Q (157371.110000 sec): 3 clusters
  Score: Raw -1014409.561847 + Penalty 2970.717327 = -1011438.844520
  nChanged 19
		SP:Iteration 27Q (157371.320000 sec): 3 clusters
  Score: Raw -1014419.765382 + Penalty 2970.717327 = -1011449.048055
  nChanged 19
		SP:Iteration 28Q (157371.500000 sec): 3 clusters
  Score: Raw -1014427.853612 + Penalty 2970.717327 = -1011457.136285
  nChanged 12
		SP:Iteration 29Q (157371.760000 sec): 3 clusters
  Score: Raw -1014432.219928 + Penalty 2970.717327 = -1011461.502601
  nChanged 9
		SP:Iteration 30Q (157371.920000 sec): 3 clusters
  Score: Raw -1014435.721399 + Penalty 2970.717327 = -1011465.004072
  nChanged 7
		SP:Iteration 31Q (157372.130000 sec): 3 clusters
  Score: Raw -1014439.634849 + Penalty 2970.717327 = -1011468.917522
  nChanged 9
		SP:Iteration 32Q (157372.340000 sec): 3 clusters
  Score: Raw -1014444.121695 + Penalty 2970.717327 = -1011473.404368
  nChanged 14
		SP:Iteration 33Q (157372.560000 sec): 3 clusters
  Score: Raw -1014449.353633 + Penalty 2970.717327 = -1011478.636306
  nChanged 9
		SP:Iteration 34Q (157372.790000 sec): 3 clusters
  Score: Raw -1014452.293399 + Penalty 2970.717327 = -1011481.576072
  nChanged 4
		SP:Iteration 35Q (157372.990000 sec): 3 clusters
  Score: Raw -1014453.663545 + Penalty 2970.717327 = -1011482.946218
  nChanged 5
		SP:Iteration 36Q (157373.140000 sec): 3 clusters
  Score: Raw -1014455.613504 + Penalty 2970.717327 = -1011484.896177
  nChanged 4
		SP:Iteration 37Q (157373.300000 sec): 3 clusters
  Score: Raw -1014458.061205 + Penalty 2970.717327 = -1011487.343878
  nChanged 6
		SP:Iteration 38Q (157373.500000 sec): 3 clusters
  Score: Raw -1014461.193861 + Penalty 2970.717327 = -1011490.476534
  nChanged 4
		SP:Iteration 39Q (157373.700000 sec): 3 clusters
  Score: Raw -1014463.255821 + Penalty 2970.717327 = -1011492.538494
  nChanged 5
		SP:Iteration 40F (157373.900000 sec): 3 clusters
  Score: Raw -1014465.841863 + Penalty 2970.717327 = -1011495.124536
  nChanged 5
		SP:Iteration 41Q (157374.120000 sec): 3 clusters
  Score: Raw -1014467.929634 + Penalty 2970.717327 = -1011497.212307
  nChanged 4
		SP:Iteration 42Q (157374.300000 sec): 3 clusters
  Score: Raw -1014469.292078 + Penalty 2970.717327 = -1011498.574751
  nChanged 4
		SP:Iteration 43Q (157374.540000 sec): 3 clusters
  Score: Raw -1014471.256363 + Penalty 2970.717327 = -1011500.539036
  nChanged 2
		SP:Iteration 44Q (157374.750000 sec): 3 clusters
  Score: Raw -1014472.616602 + Penalty 2970.717327 = -1011501.899275
  nChanged 0
		SP:Iteration 45F (157374.930000 sec): 3 clusters
  Score: Raw -1014472.616602 + Penalty 2970.717327 = -1011501.899275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157375.070000 sec): 2 clusters
  Score: Raw -759765.708492 + Penalty 1436.429557 = -758329.278935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157375.250000 sec): 3 clusters
  Score: Raw -756049.641205 + Penalty 2872.859114 = -753176.782091
  nChanged 2838
		SP:Iteration 1F (157375.440000 sec): 3 clusters
  Score: Raw -757652.972666 + Penalty 2872.859114 = -754780.113552
  nChanged 464
		SP:Iteration 2F (157375.570000 sec): 3 clusters
  Score: Raw -757939.896887 + Penalty 2872.859114 = -755067.037773
  nChanged 412
		SP:Iteration 3F (157375.770000 sec): 3 clusters
  Score: Raw -758219.035144 + Penalty 2872.859114 = -755346.176030
  nChanged 392
		SP:Iteration 4F (157375.930000 sec): 3 clusters
  Score: Raw -758482.171794 + Penalty 2872.859114 = -755609.312680
  nChanged 375
		SP:Iteration 5F (157376.140000 sec): 3 clusters
  Score: Raw -758763.084849 + Penalty 2872.859114 = -755890.225736
  nChanged 389
		SP:Iteration 6F (157376.320000 sec): 3 clusters
  Score: Raw -759026.749851 + Penalty 2872.859114 = -756153.890737
  nChanged 343
		SP:Iteration 7Q (157376.510000 sec): 3 clusters
  Score: Raw -759238.578062 + Penalty 2872.859114 = -756365.718948
  nChanged 310
		SP:Iteration 8Q (157376.730000 sec): 3 clusters
  Score: Raw -759428.650397 + Penalty 2872.859114 = -756555.791283
  nChanged 267
		SP:Iteration 9Q (157376.890000 sec): 3 clusters
  Score: Raw -759565.611648 + Penalty 2872.859114 = -756692.752535
  nChanged 206
		SP:Iteration 10Q (157377.120000 sec): 3 clusters
  Score: Raw -759667.596646 + Penalty 2872.859114 = -756794.737532
  nChanged 161
		SP:Iteration 11Q (157377.300000 sec): 3 clusters
  Score: Raw -759735.813585 + Penalty 2872.859114 = -756862.954472
  nChanged 111
		SP:Iteration 12Q (157377.480000 sec): 3 clusters
  Score: Raw -759777.387947 + Penalty 2872.859114 = -756904.528834
  nChanged 101
		SP:Iteration 13Q (157377.660000 sec): 3 clusters
  Score: Raw -759817.147726 + Penalty 2872.859114 = -756944.288612
  nChanged 88
		SP:Iteration 14Q (157377.850000 sec): 3 clusters
  Score: Raw -759856.665681 + Penalty 2872.859114 = -756983.806567
  nChanged 87
		SP:Iteration 15Q (157378.060000 sec): 3 clusters
  Score: Raw -759890.053297 + Penalty 2872.859114 = -757017.194184
  nChanged 66
		SP:Iteration 16Q (157378.230000 sec): 3 clusters
  Score: Raw -759908.763560 + Penalty 2872.859114 = -757035.904446
  nChanged 31
		SP:Iteration 17Q (157378.390000 sec): 3 clusters
  Score: Raw -759918.027586 + Penalty 2872.859114 = -757045.168472
  nChanged 26
		SP:Iteration 18Q (157378.580000 sec): 3 clusters
  Score: Raw -759927.039192 + Penalty 2872.859114 = -757054.180078
  nChanged 25
		SP:Iteration 19Q (157378.800000 sec): 3 clusters
  Score: Raw -759933.895155 + Penalty 2872.859114 = -757061.036041
  nChanged 23
		SP:Iteration 20F (157379.010000 sec): 3 clusters
  Score: Raw -759941.234781 + Penalty 2872.859114 = -757068.375667
  nChanged 17
		SP:Iteration 21Q (157379.200000 sec): 3 clusters
  Score: Raw -759945.464528 + Penalty 2872.859114 = -757072.605414
  nChanged 10
		SP:Iteration 22Q (157379.400000 sec): 3 clusters
  Score: Raw -759947.324819 + Penalty 2872.859114 = -757074.465705
  nChanged 8
		SP:Iteration 23Q (157379.610000 sec): 3 clusters
  Score: Raw -759948.791019 + Penalty 2872.859114 = -757075.931906
  nChanged 9
		SP:Iteration 24Q (157379.780000 sec): 3 clusters
  Score: Raw -759950.937590 + Penalty 2872.859114 = -757078.078477
  nChanged 7
		SP:Iteration 25Q (157380.000000 sec): 3 clusters
  Score: Raw -759952.446732 + Penalty 2872.859114 = -757079.587619
  nChanged 4
		SP:Iteration 26Q (157380.220000 sec): 3 clusters
  Score: Raw -759953.321906 + Penalty 2872.859114 = -757080.462792
  nChanged 3
		SP:Iteration 27Q (157380.390000 sec): 3 clusters
  Score: Raw -759953.811725 + Penalty 2872.859114 = -757080.952612
  nChanged 5
		SP:Iteration 28Q (157380.590000 sec): 3 clusters
  Score: Raw -759954.599376 + Penalty 2872.859114 = -757081.740263
  nChanged 2
		SP:Iteration 29Q (157380.860000 sec): 3 clusters
  Score: Raw -759955.018538 + Penalty 2872.859114 = -757082.159424
  nChanged 1
		SP:Iteration 30Q (157381.030000 sec): 3 clusters
  Score: Raw -759955.553117 + Penalty 2872.859114 = -757082.694003
  nChanged 3
		SP:Iteration 31Q (157381.190000 sec): 3 clusters
  Score: Raw -759956.136821 + Penalty 2872.859114 = -757083.277707
  nChanged 2
		SP:Iteration 32Q (157381.420000 sec): 3 clusters
  Score: Raw -759956.812142 + Penalty 2872.859114 = -757083.953028
  nChanged 4
		SP:Iteration 33Q (157381.600000 sec): 3 clusters
  Score: Raw -759957.674725 + Penalty 2872.859114 = -757084.815612
  nChanged 4
		SP:Iteration 34Q (157381.810000 sec): 3 clusters
  Score: Raw -759958.312623 + Penalty 2872.859114 = -757085.453510
  nChanged 4
		SP:Iteration 35Q (157381.980000 sec): 3 clusters
  Score: Raw -759959.213461 + Penalty 2872.859114 = -757086.354347
  nChanged 4
		SP:Iteration 36Q (157382.220000 sec): 3 clusters
  Score: Raw -759959.933709 + Penalty 2872.859114 = -757087.074596
  nChanged 5
		SP:Iteration 37Q (157382.410000 sec): 3 clusters
  Score: Raw -759961.750261 + Penalty 2872.859114 = -757088.891147
  nChanged 5
		SP:Iteration 38Q (157382.590000 sec): 3 clusters
  Score: Raw -759962.716254 + Penalty 2872.859114 = -757089.857140
  nChanged 6
		SP:Iteration 39Q (157382.770000 sec): 3 clusters
  Score: Raw -759965.084513 + Penalty 2872.859114 = -757092.225400
  nChanged 11
		SP:Iteration 40F (157383.030000 sec): 3 clusters
  Score: Raw -759967.674673 + Penalty 2872.859114 = -757094.815559
  nChanged 11
		SP:Iteration 41Q (157383.220000 sec): 3 clusters
  Score: Raw -759970.483793 + Penalty 2872.859114 = -757097.624679
  nChanged 8
		SP:Iteration 42Q (157383.400000 sec): 3 clusters
  Score: Raw -759971.954308 + Penalty 2872.859114 = -757099.095194
  nChanged 3
		SP:Iteration 43Q (157383.580000 sec): 3 clusters
  Score: Raw -759972.758773 + Penalty 2872.859114 = -757099.899659
  nChanged 2
		SP:Iteration 44Q (157383.800000 sec): 3 clusters
  Score: Raw -759973.113144 + Penalty 2872.859114 = -757100.254031
  nChanged 1
		SP:Iteration 45Q (157383.990000 sec): 3 clusters
  Score: Raw -759973.215591 + Penalty 2872.859114 = -757100.356477
  nChanged 1
		SP:Iteration 46Q (157384.240000 sec): 3 clusters
  Score: Raw -759973.553594 + Penalty 2872.859114 = -757100.694480
  nChanged 2
		SP:Iteration 47Q (157384.470000 sec): 3 clusters
  Score: Raw -759973.821574 + Penalty 2872.859114 = -757100.962461
  nChanged 1
		SP:Iteration 48Q (157384.670000 sec): 3 clusters
  Score: Raw -759974.136273 + Penalty 2872.859114 = -757101.277159
  nChanged 3
		SP:Iteration 49Q (157384.830000 sec): 3 clusters
  Score: Raw -759974.817671 + Penalty 2872.859114 = -757101.958557
  nChanged 0
		SP:Iteration 50F (157385.050000 sec): 3 clusters
  Score: Raw -759974.817671 + Penalty 2872.859114 = -757101.958557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157385.150000 sec): 2 clusters
  Score: Raw -61269.051235 + Penalty 1036.769912 = -60232.281323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157385.300000 sec): 3 clusters
  Score: Raw -61130.922198 + Penalty 2073.539824 = -59057.382373
  nChanged 135
		SP:Iteration 1F (157385.500000 sec): 3 clusters
  Score: Raw -61301.557961 + Penalty 2073.539824 = -59228.018137
  nChanged 37
		SP:Iteration 2F (157385.690000 sec): 3 clusters
  Score: Raw -61358.341698 + Penalty 2073.539824 = -59284.801873
  nChanged 24
		SP:Iteration 3Q (157385.820000 sec): 3 clusters
  Score: Raw -61405.520006 + Penalty 2073.539824 = -59331.980181
  nChanged 20
		SP:Iteration 4Q (157386.000000 sec): 3 clusters
  Score: Raw -61445.298487 + Penalty 2073.539824 = -59371.758662
  nChanged 20
		SP:Iteration 5Q (157386.170000 sec): 3 clusters
  Score: Raw -61499.093676 + Penalty 2073.539824 = -59425.553852
  nChanged 14
		SP:Iteration 6Q (157386.330000 sec): 3 clusters
  Score: Raw -61544.742292 + Penalty 2073.539824 = -59471.202468
  nChanged 11
		SP:Iteration 7Q (157386.490000 sec): 3 clusters
  Score: Raw -61560.465541 + Penalty 2073.539824 = -59486.925716
  nChanged 9
		SP:Iteration 8Q (157386.660000 sec): 3 clusters
  Score: Raw -61570.901204 + Penalty 2073.539824 = -59497.361379
  nChanged 6
		SP:Iteration 9Q (157386.850000 sec): 3 clusters
  Score: Raw -61579.866345 + Penalty 2073.539824 = -59506.326521
  nChanged 6
		SP:Iteration 10Q (157387.040000 sec): 3 clusters
  Score: Raw -61594.099733 + Penalty 2073.539824 = -59520.559909
  nChanged 4
		SP:Iteration 11Q (157387.190000 sec): 3 clusters
  Score: Raw -61603.431808 + Penalty 2073.539824 = -59529.891984
  nChanged 4
		SP:Iteration 12Q (157387.350000 sec): 3 clusters
  Score: Raw -61608.842016 + Penalty 2073.539824 = -59535.302191
  nChanged 3
		SP:Iteration 13Q (157387.530000 sec): 3 clusters
  Score: Raw -61614.622718 + Penalty 2073.539824 = -59541.082893
  nChanged 2
		SP:Iteration 14Q (157387.710000 sec): 3 clusters
  Score: Raw -61618.263913 + Penalty 2073.539824 = -59544.724088
  nChanged 2
		SP:Iteration 15Q (157387.870000 sec): 3 clusters
  Score: Raw -61619.907811 + Penalty 2073.539824 = -59546.367986
  nChanged 3
		SP:Iteration 16Q (157388.020000 sec): 3 clusters
  Score: Raw -61625.866368 + Penalty 2073.539824 = -59552.326544
  nChanged 3
		SP:Iteration 17Q (157388.190000 sec): 3 clusters
  Score: Raw -61634.282931 + Penalty 2073.539824 = -59560.743106
  nChanged 6
		SP:Iteration 18Q (157388.340000 sec): 3 clusters
  Score: Raw -61645.968694 + Penalty 2073.539824 = -59572.428869
  nChanged 2
		SP:Iteration 19Q (157388.490000 sec): 3 clusters
  Score: Raw -61648.564201 + Penalty 2073.539824 = -59575.024376
  nChanged 2
		SP:Iteration 20F (157388.680000 sec): 3 clusters
  Score: Raw -61651.689348 + Penalty 2073.539824 = -59578.149524
  nChanged 1
		SP:Iteration 21Q (157388.860000 sec): 3 clusters
  Score: Raw -61653.000508 + Penalty 2073.539824 = -59579.460684
  nChanged 1
		SP:Iteration 22Q (157389.030000 sec): 3 clusters
  Score: Raw -61654.610258 + Penalty 2073.539824 = -59581.070433
  nChanged 1
		SP:Iteration 23Q (157389.190000 sec): 3 clusters
  Score: Raw -61657.148121 + Penalty 2073.539824 = -59583.608296
  nChanged 0
		SP:Iteration 24F (157389.360000 sec): 3 clusters
  Score: Raw -61657.148121 + Penalty 2073.539824 = -59583.608296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157389.490000 sec): 2 clusters
  Score: Raw -1259440.416862 + Penalty 1519.306821 = -1257921.110040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157389.750000 sec): 3 clusters
  Score: Raw -1252811.773073 + Penalty 3038.613643 = -1249773.159430
  nChanged 5019
		SP:Iteration 1F (157389.970000 sec): 3 clusters
  Score: Raw -1255571.316655 + Penalty 3038.613643 = -1252532.703013
  nChanged 805
		SP:Iteration 2F (157390.180000 sec): 3 clusters
  Score: Raw -1255992.967885 + Penalty 3038.613643 = -1252954.354242
  nChanged 722
		SP:Iteration 3F (157390.400000 sec): 3 clusters
  Score: Raw -1256422.721843 + Penalty 3038.613643 = -1253384.108200
  nChanged 716
		SP:Iteration 4F (157390.600000 sec): 3 clusters
  Score: Raw -1256908.712913 + Penalty 3038.613643 = -1253870.099271
  nChanged 676
		SP:Iteration 5F (157390.830000 sec): 3 clusters
  Score: Raw -1257313.824676 + Penalty 3038.613643 = -1254275.211034
  nChanged 609
		SP:Iteration 6F (157391.040000 sec): 3 clusters
  Score: Raw -1257649.110638 + Penalty 3038.613643 = -1254610.496995
  nChanged 539
		SP:Iteration 7Q (157391.270000 sec): 3 clusters
  Score: Raw -1257929.672176 + Penalty 3038.613643 = -1254891.058534
  nChanged 454
		SP:Iteration 8Q (157391.500000 sec): 3 clusters
  Score: Raw -1258167.574941 + Penalty 3038.613643 = -1255128.961299
  nChanged 382
		SP:Iteration 9Q (157391.730000 sec): 3 clusters
  Score: Raw -1258353.991807 + Penalty 3038.613643 = -1255315.378164
  nChanged 346
		SP:Iteration 10Q (157391.960000 sec): 3 clusters
  Score: Raw -1258517.103992 + Penalty 3038.613643 = -1255478.490350
  nChanged 283
		SP:Iteration 11Q (157392.150000 sec): 3 clusters
  Score: Raw -1258631.501237 + Penalty 3038.613643 = -1255592.887595
  nChanged 215
		SP:Iteration 12Q (157392.340000 sec): 3 clusters
  Score: Raw -1258715.367298 + Penalty 3038.613643 = -1255676.753656
  nChanged 202
		SP:Iteration 13Q (157392.560000 sec): 3 clusters
  Score: Raw -1258789.122991 + Penalty 3038.613643 = -1255750.509349
  nChanged 170
		SP:Iteration 14Q (157392.720000 sec): 3 clusters
  Score: Raw -1258843.152153 + Penalty 3038.613643 = -1255804.538510
  nChanged 137
		SP:Iteration 15Q (157392.900000 sec): 3 clusters
  Score: Raw -1258879.076110 + Penalty 3038.613643 = -1255840.462467
  nChanged 123
		SP:Iteration 16Q (157393.130000 sec): 3 clusters
  Score: Raw -1258911.618215 + Penalty 3038.613643 = -1255873.004572
  nChanged 117
		SP:Iteration 17Q (157393.360000 sec): 3 clusters
  Score: Raw -1258937.801226 + Penalty 3038.613643 = -1255899.187583
  nChanged 86
		SP:Iteration 18Q (157393.580000 sec): 3 clusters
  Score: Raw -1258954.534822 + Penalty 3038.613643 = -1255915.921179
  nChanged 70
		SP:Iteration 19Q (157393.810000 sec): 3 clusters
  Score: Raw -1258967.607222 + Penalty 3038.613643 = -1255928.993579
  nChanged 64
		SP:Iteration 20F (157394.070000 sec): 3 clusters
  Score: Raw -1258980.762596 + Penalty 3038.613643 = -1255942.148953
  nChanged 74
		SP:Iteration 21Q (157394.300000 sec): 3 clusters
  Score: Raw -1258997.341409 + Penalty 3038.613643 = -1255958.727766
  nChanged 67
		SP:Iteration 22Q (157394.540000 sec): 3 clusters
  Score: Raw -1259009.079734 + Penalty 3038.613643 = -1255970.466092
  nChanged 76
		SP:Iteration 23Q (157394.770000 sec): 3 clusters
  Score: Raw -1259023.639414 + Penalty 3038.613643 = -1255985.025772
  nChanged 68
		SP:Iteration 24Q (157395.040000 sec): 3 clusters
  Score: Raw -1259037.036536 + Penalty 3038.613643 = -1255998.422894
  nChanged 76
		SP:Iteration 25Q (157395.260000 sec): 3 clusters
  Score: Raw -1259054.376567 + Penalty 3038.613643 = -1256015.762924
  nChanged 87
		SP:Iteration 26Q (157395.510000 sec): 3 clusters
  Score: Raw -1259076.116407 + Penalty 3038.613643 = -1256037.502765
  nChanged 85
		SP:Iteration 27Q (157395.760000 sec): 3 clusters
  Score: Raw -1259096.414105 + Penalty 3038.613643 = -1256057.800462
  nChanged 91
		SP:Iteration 28Q (157395.990000 sec): 3 clusters
  Score: Raw -1259118.028471 + Penalty 3038.613643 = -1256079.414828
  nChanged 86
		SP:Iteration 29Q (157396.190000 sec): 3 clusters
  Score: Raw -1259140.214213 + Penalty 3038.613643 = -1256101.600571
  nChanged 94
		SP:Iteration 30Q (157396.440000 sec): 3 clusters
  Score: Raw -1259165.875070 + Penalty 3038.613643 = -1256127.261428
  nChanged 96
		SP:Iteration 31Q (157396.690000 sec): 3 clusters
  Score: Raw -1259190.109148 + Penalty 3038.613643 = -1256151.495506
  nChanged 100
		SP:Iteration 32Q (157396.940000 sec): 3 clusters
  Score: Raw -1259218.536575 + Penalty 3038.613643 = -1256179.922932
  nChanged 97
		SP:Iteration 33Q (157397.110000 sec): 3 clusters
  Score: Raw -1259246.171940 + Penalty 3038.613643 = -1256207.558297
  nChanged 102
		SP:Iteration 34Q (157397.390000 sec): 3 clusters
  Score: Raw -1259275.758061 + Penalty 3038.613643 = -1256237.144418
  nChanged 106
		SP:Iteration 35Q (157397.640000 sec): 3 clusters
  Score: Raw -1259305.349462 + Penalty 3038.613643 = -1256266.735820
  nChanged 105
		SP:Iteration 36Q (157397.890000 sec): 3 clusters
  Score: Raw -1259334.620374 + Penalty 3038.613643 = -1256296.006731
  nChanged 104
		SP:Iteration 37Q (157398.080000 sec): 3 clusters
  Score: Raw -1259368.897706 + Penalty 3038.613643 = -1256330.284064
  nChanged 103
		SP:Iteration 38Q (157398.370000 sec): 3 clusters
  Score: Raw -1259402.988056 + Penalty 3038.613643 = -1256364.374413
  nChanged 91
		SP:Iteration 39Q (157398.580000 sec): 3 clusters
  Score: Raw -1259436.089205 + Penalty 3038.613643 = -1256397.475563
  nChanged 98
		SP:Iteration 40F (157398.830000 sec): 3 clusters
  Score: Raw -1259475.888344 + Penalty 3038.613643 = -1256437.274701
  nChanged 118
		SP:Iteration 41Q (157399.020000 sec): 3 clusters
  Score: Raw -1259524.339297 + Penalty 3038.613643 = -1256485.725655
  nChanged 105
		SP:Iteration 42Q (157399.230000 sec): 3 clusters
  Score: Raw -1259565.022035 + Penalty 3038.613643 = -1256526.408393
  nChanged 117
		SP:Iteration 43Q (157399.490000 sec): 3 clusters
  Score: Raw -1259612.588789 + Penalty 3038.613643 = -1256573.975146
  nChanged 98
		SP:Iteration 44Q (157399.680000 sec): 3 clusters
  Score: Raw -1259645.298056 + Penalty 3038.613643 = -1256606.684413
  nChanged 95
		SP:Iteration 45Q (157399.890000 sec): 3 clusters
  Score: Raw -1259682.540922 + Penalty 3038.613643 = -1256643.927279
  nChanged 100
		SP:Iteration 46Q (157400.120000 sec): 3 clusters
  Score: Raw -1259718.120202 + Penalty 3038.613643 = -1256679.506560
  nChanged 99
		SP:Iteration 47Q (157400.390000 sec): 3 clusters
  Score: Raw -1259748.933829 + Penalty 3038.613643 = -1256710.320186
  nChanged 82
		SP:Iteration 48Q (157400.590000 sec): 3 clusters
  Score: Raw -1259776.005000 + Penalty 3038.613643 = -1256737.391358
  nChanged 83
		SP:Iteration 49Q (157400.810000 sec): 3 clusters
  Score: Raw -1259803.301310 + Penalty 3038.613643 = -1256764.687667
  nChanged 83
		SP:Iteration 50Q (157401.070000 sec): 3 clusters
  Score: Raw -1259830.898615 + Penalty 3038.613643 = -1256792.284972
  nChanged 66
		SP:Iteration 51Q (157401.280000 sec): 3 clusters
  Score: Raw -1259852.012834 + Penalty 3038.613643 = -1256813.399191
  nChanged 61
		SP:Iteration 52Q (157401.480000 sec): 3 clusters
  Score: Raw -1259870.391725 + Penalty 3038.613643 = -1256831.778082
  nChanged 61
		SP:Iteration 53Q (157401.710000 sec): 3 clusters
  Score: Raw -1259889.163304 + Penalty 3038.613643 = -1256850.549661
  nChanged 60
		SP:Iteration 54Q (157401.940000 sec): 3 clusters
  Score: Raw -1259908.271625 + Penalty 3038.613643 = -1256869.657982
  nChanged 66
		SP:Iteration 55Q (157402.160000 sec): 3 clusters
  Score: Raw -1259930.019255 + Penalty 3038.613643 = -1256891.405612
  nChanged 73
		SP:Iteration 56Q (157402.400000 sec): 3 clusters
  Score: Raw -1259954.801548 + Penalty 3038.613643 = -1256916.187905
  nChanged 72
		SP:Iteration 57Q (157402.660000 sec): 3 clusters
  Score: Raw -1259981.199475 + Penalty 3038.613643 = -1256942.585832
  nChanged 64
		SP:Iteration 58Q (157402.870000 sec): 3 clusters
  Score: Raw -1259999.741352 + Penalty 3038.613643 = -1256961.127709
  nChanged 46
		SP:Iteration 59Q (157403.110000 sec): 3 clusters
  Score: Raw -1260011.658339 + Penalty 3038.613643 = -1256973.044696
  nChanged 40
		SP:Iteration 60F (157403.340000 sec): 3 clusters
  Score: Raw -1260022.469076 + Penalty 3038.613643 = -1256983.855433
  nChanged 46
		SP:Iteration 61Q (157403.580000 sec): 3 clusters
  Score: Raw -1260038.421555 + Penalty 3038.613643 = -1256999.807912
  nChanged 61
		SP:Iteration 62Q (157403.790000 sec): 3 clusters
  Score: Raw -1260063.293753 + Penalty 3038.613643 = -1257024.680110
  nChanged 66
		SP:Iteration 63Q (157404.010000 sec): 3 clusters
  Score: Raw -1260088.219811 + Penalty 3038.613643 = -1257049.606169
  nChanged 49
		SP:Iteration 64Q (157404.190000 sec): 3 clusters
  Score: Raw -1260105.367656 + Penalty 3038.613643 = -1257066.754014
  nChanged 40
		SP:Iteration 65Q (157404.400000 sec): 3 clusters
  Score: Raw -1260119.123141 + Penalty 3038.613643 = -1257080.509499
  nChanged 33
		SP:Iteration 66Q (157404.660000 sec): 3 clusters
  Score: Raw -1260129.387555 + Penalty 3038.613643 = -1257090.773912
  nChanged 34
		SP:Iteration 67Q (157404.920000 sec): 3 clusters
  Score: Raw -1260140.845460 + Penalty 3038.613643 = -1257102.231817
  nChanged 29
		SP:Iteration 68Q (157405.160000 sec): 3 clusters
  Score: Raw -1260148.619531 + Penalty 3038.613643 = -1257110.005888
  nChanged 22
		SP:Iteration 69Q (157405.340000 sec): 3 clusters
  Score: Raw -1260155.792888 + Penalty 3038.613643 = -1257117.179245
  nChanged 26
		SP:Iteration 70Q (157405.600000 sec): 3 clusters
  Score: Raw -1260163.703291 + Penalty 3038.613643 = -1257125.089649
  nChanged 22
		SP:Iteration 71Q (157405.840000 sec): 3 clusters
  Score: Raw -1260170.974210 + Penalty 3038.613643 = -1257132.360568
  nChanged 24
		SP:Iteration 72Q (157406.070000 sec): 3 clusters
  Score: Raw -1260181.006878 + Penalty 3038.613643 = -1257142.393235
  nChanged 25
		SP:Iteration 73Q (157406.310000 sec): 3 clusters
  Score: Raw -1260193.432207 + Penalty 3038.613643 = -1257154.818564
  nChanged 28
		SP:Iteration 74Q (157406.530000 sec): 3 clusters
  Score: Raw -1260203.869819 + Penalty 3038.613643 = -1257165.256177
  nChanged 22
		SP:Iteration 75Q (157406.780000 sec): 3 clusters
  Score: Raw -1260212.197720 + Penalty 3038.613643 = -1257173.584077
  nChanged 20
		SP:Iteration 76Q (157406.990000 sec): 3 clusters
  Score: Raw -1260219.107687 + Penalty 3038.613643 = -1257180.494044
  nChanged 28
		SP:Iteration 77Q (157407.230000 sec): 3 clusters
  Score: Raw -1260229.233370 + Penalty 3038.613643 = -1257190.619728
  nChanged 24
		SP:Iteration 78Q (157407.470000 sec): 3 clusters
  Score: Raw -1260241.989191 + Penalty 3038.613643 = -1257203.375549
  nChanged 22
		SP:Iteration 79Q (157407.720000 sec): 3 clusters
  Score: Raw -1260253.475693 + Penalty 3038.613643 = -1257214.862051
  nChanged 24
		SP:Iteration 80F (157407.960000 sec): 3 clusters
  Score: Raw -1260261.588297 + Penalty 3038.613643 = -1257222.974654
  nChanged 14
		SP:Iteration 81Q (157408.120000 sec): 3 clusters
  Score: Raw -1260265.541633 + Penalty 3038.613643 = -1257226.927991
  nChanged 9
		SP:Iteration 82Q (157408.360000 sec): 3 clusters
  Score: Raw -1260267.369681 + Penalty 3038.613643 = -1257228.756038
  nChanged 5
		SP:Iteration 83Q (157408.520000 sec): 3 clusters
  Score: Raw -1260268.862362 + Penalty 3038.613643 = -1257230.248719
  nChanged 7
		SP:Iteration 84Q (157408.730000 sec): 3 clusters
  Score: Raw -1260272.131013 + Penalty 3038.613643 = -1257233.517370
  nChanged 8
		SP:Iteration 85Q (157408.930000 sec): 3 clusters
  Score: Raw -1260276.138280 + Penalty 3038.613643 = -1257237.524637
  nChanged 9
		SP:Iteration 86Q (157409.190000 sec): 3 clusters
  Score: Raw -1260280.527397 + Penalty 3038.613643 = -1257241.913755
  nChanged 9
		SP:Iteration 87Q (157409.410000 sec): 3 clusters
  Score: Raw -1260284.727864 + Penalty 3038.613643 = -1257246.114222
  nChanged 9
		SP:Iteration 88Q (157409.610000 sec): 3 clusters
  Score: Raw -1260289.840134 + Penalty 3038.613643 = -1257251.226491
  nChanged 11
		SP:Iteration 89Q (157409.820000 sec): 3 clusters
  Score: Raw -1260295.328539 + Penalty 3038.613643 = -1257256.714897
  nChanged 11
		SP:Iteration 90Q (157410.090000 sec): 3 clusters
  Score: Raw -1260301.672068 + Penalty 3038.613643 = -1257263.058425
  nChanged 17
		SP:Iteration 91Q (157410.300000 sec): 3 clusters
  Score: Raw -1260309.715287 + Penalty 3038.613643 = -1257271.101645
  nChanged 16
		SP:Iteration 92Q (157410.520000 sec): 3 clusters
  Score: Raw -1260320.947079 + Penalty 3038.613643 = -1257282.333436
  nChanged 28
		SP:Iteration 93Q (157410.750000 sec): 3 clusters
  Score: Raw -1260337.654804 + Penalty 3038.613643 = -1257299.041161
  nChanged 20
		SP:Iteration 94Q (157410.990000 sec): 3 clusters
  Score: Raw -1260346.931741 + Penalty 3038.613643 = -1257308.318098
  nChanged 15
		SP:Iteration 95Q (157411.210000 sec): 3 clusters
  Score: Raw -1260354.084977 + Penalty 3038.613643 = -1257315.471335
  nChanged 11
		SP:Iteration 96Q (157411.420000 sec): 3 clusters
  Score: Raw -1260358.509646 + Penalty 3038.613643 = -1257319.896004
  nChanged 12
		SP:Iteration 97Q (157411.630000 sec): 3 clusters
  Score: Raw -1260363.415919 + Penalty 3038.613643 = -1257324.802276
  nChanged 8
		SP:Iteration 98Q (157411.850000 sec): 3 clusters
  Score: Raw -1260366.779260 + Penalty 3038.613643 = -1257328.165618
  nChanged 11
		SP:Iteration 99Q (157412.090000 sec): 3 clusters
  Score: Raw -1260371.301168 + Penalty 3038.613643 = -1257332.687526
  nChanged 8
		SP:Iteration 100F (157412.340000 sec): 3 clusters
  Score: Raw -1260373.006289 + Penalty 3038.613643 = -1257334.392647
  nChanged 5
		SP:Iteration 101Q (157412.560000 sec): 3 clusters
  Score: Raw -1260374.355856 + Penalty 3038.613643 = -1257335.742214
  nChanged 5
		SP:Iteration 102Q (157412.750000 sec): 3 clusters
  Score: Raw -1260376.018756 + Penalty 3038.613643 = -1257337.405113
  nChanged 4
		SP:Iteration 103Q (157412.990000 sec): 3 clusters
  Score: Raw -1260378.179093 + Penalty 3038.613643 = -1257339.565451
  nChanged 6
		SP:Iteration 104Q (157413.200000 sec): 3 clusters
  Score: Raw -1260382.231072 + Penalty 3038.613643 = -1257343.617429
  nChanged 6
		SP:Iteration 105Q (157413.440000 sec): 3 clusters
  Score: Raw -1260385.390500 + Penalty 3038.613643 = -1257346.776857
  nChanged 9
		SP:Iteration 106Q (157413.640000 sec): 3 clusters
  Score: Raw -1260388.663035 + Penalty 3038.613643 = -1257350.049392
  nChanged 4
		SP:Iteration 107Q (157413.850000 sec): 3 clusters
  Score: Raw -1260390.405080 + Penalty 3038.613643 = -1257351.791437
  nChanged 3
		SP:Iteration 108Q (157414.030000 sec): 3 clusters
  Score: Raw -1260391.109623 + Penalty 3038.613643 = -1257352.495981
  nChanged 1
		SP:Iteration 109Q (157414.220000 sec): 3 clusters
  Score: Raw -1260391.447582 + Penalty 3038.613643 = -1257352.833940
  nChanged 1
		SP:Iteration 110Q (157414.460000 sec): 3 clusters
  Score: Raw -1260391.580678 + Penalty 3038.613643 = -1257352.967035
  nChanged 1
		SP:Iteration 111Q (157414.670000 sec): 3 clusters
  Score: Raw -1260392.069552 + Penalty 3038.613643 = -1257353.455910
  nChanged 2
		SP:Iteration 112Q (157414.860000 sec): 3 clusters
  Score: Raw -1260392.937881 + Penalty 3038.613643 = -1257354.324238
  nChanged 2
		SP:Iteration 113Q (157415.040000 sec): 3 clusters
  Score: Raw -1260393.427124 + Penalty 3038.613643 = -1257354.813482
  nChanged 2
		SP:Iteration 114Q (157415.250000 sec): 3 clusters
  Score: Raw -1260394.042991 + Penalty 3038.613643 = -1257355.429348
  nChanged 2
		SP:Iteration 115Q (157415.450000 sec): 3 clusters
  Score: Raw -1260394.525040 + Penalty 3038.613643 = -1257355.911398
  nChanged 3
		SP:Iteration 116Q (157415.630000 sec): 3 clusters
  Score: Raw -1260395.338628 + Penalty 3038.613643 = -1257356.724986
  nChanged 2
		SP:Iteration 117Q (157415.880000 sec): 3 clusters
  Score: Raw -1260395.599449 + Penalty 3038.613643 = -1257356.985806
  nChanged 1
		SP:Iteration 118Q (157416.110000 sec): 3 clusters
  Score: Raw -1260395.853728 + Penalty 3038.613643 = -1257357.240085
  nChanged 0
		SP:Iteration 119F (157416.310000 sec): 3 clusters
  Score: Raw -1260395.853728 + Penalty 3038.613643 = -1257357.240085
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157416.410000 sec): 2 clusters
  Score: Raw -441659.762470 + Penalty 1351.438517 = -440308.323953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157416.590000 sec): 3 clusters
  Score: Raw -439594.905943 + Penalty 2702.877033 = -436892.028910
  nChanged 1615
		SP:Iteration 1F (157416.750000 sec): 3 clusters
  Score: Raw -440581.963351 + Penalty 2702.877033 = -437879.086317
  nChanged 326
		SP:Iteration 2F (157416.930000 sec): 3 clusters
  Score: Raw -440850.241244 + Penalty 2702.877033 = -438147.364210
  nChanged 298
		SP:Iteration 3F (157417.120000 sec): 3 clusters
  Score: Raw -441086.813706 + Penalty 2702.877033 = -438383.936673
  nChanged 244
		SP:Iteration 4F (157417.310000 sec): 3 clusters
  Score: Raw -441274.545214 + Penalty 2702.877033 = -438571.668181
  nChanged 212
		SP:Iteration 5F (157417.540000 sec): 3 clusters
  Score: Raw -441431.257399 + Penalty 2702.877033 = -438728.380366
  nChanged 172
		SP:Iteration 6Q (157417.670000 sec): 3 clusters
  Score: Raw -441587.158188 + Penalty 2702.877033 = -438884.281155
  nChanged 191
		SP:Iteration 7Q (157417.840000 sec): 3 clusters
  Score: Raw -441750.716728 + Penalty 2702.877033 = -439047.839694
  nChanged 165
		SP:Iteration 8Q (157418.080000 sec): 3 clusters
  Score: Raw -441909.792022 + Penalty 2702.877033 = -439206.914988
  nChanged 128
		SP:Iteration 9Q (157418.250000 sec): 3 clusters
  Score: Raw -442014.653495 + Penalty 2702.877033 = -439311.776462
  nChanged 75
		SP:Iteration 10Q (157418.430000 sec): 3 clusters
  Score: Raw -442062.670072 + Penalty 2702.877033 = -439359.793039
  nChanged 58
		SP:Iteration 11Q (157418.590000 sec): 3 clusters
  Score: Raw -442097.250087 + Penalty 2702.877033 = -439394.373054
  nChanged 41
		SP:Iteration 12Q (157418.750000 sec): 3 clusters
  Score: Raw -442120.461995 + Penalty 2702.877033 = -439417.584961
  nChanged 40
		SP:Iteration 13Q (157418.970000 sec): 3 clusters
  Score: Raw -442137.029018 + Penalty 2702.877033 = -439434.151984
  nChanged 32
		SP:Iteration 14Q (157419.150000 sec): 3 clusters
  Score: Raw -442150.163661 + Penalty 2702.877033 = -439447.286628
  nChanged 31
		SP:Iteration 15Q (157419.310000 sec): 3 clusters
  Score: Raw -442165.644251 + Penalty 2702.877033 = -439462.767218
  nChanged 26
		SP:Iteration 16Q (157419.540000 sec): 3 clusters
  Score: Raw -442175.093484 + Penalty 2702.877033 = -439472.216450
  nChanged 20
		SP:Iteration 17Q (157419.710000 sec): 3 clusters
  Score: Raw -442182.409070 + Penalty 2702.877033 = -439479.532037
  nChanged 19
		SP:Iteration 18Q (157419.950000 sec): 3 clusters
  Score: Raw -442188.887524 + Penalty 2702.877033 = -439486.010490
  nChanged 15
		SP:Iteration 19Q (157420.140000 sec): 3 clusters
  Score: Raw -442194.451702 + Penalty 2702.877033 = -439491.574668
  nChanged 16
		SP:Iteration 20F (157420.290000 sec): 3 clusters
  Score: Raw -442202.556401 + Penalty 2702.877033 = -439499.679368
  nChanged 19
		SP:Iteration 21Q (157420.460000 sec): 3 clusters
  Score: Raw -442209.405555 + Penalty 2702.877033 = -439506.528522
  nChanged 19
		SP:Iteration 22Q (157420.680000 sec): 3 clusters
  Score: Raw -442215.398972 + Penalty 2702.877033 = -439512.521938
  nChanged 11
		SP:Iteration 23Q (157420.830000 sec): 3 clusters
  Score: Raw -442219.367794 + Penalty 2702.877033 = -439516.490761
  nChanged 12
		SP:Iteration 24Q (157421.080000 sec): 3 clusters
  Score: Raw -442224.247207 + Penalty 2702.877033 = -439521.370173
  nChanged 10
		SP:Iteration 25Q (157421.190000 sec): 3 clusters
  Score: Raw -442226.453900 + Penalty 2702.877033 = -439523.576867
  nChanged 5
		SP:Iteration 26Q (157421.340000 sec): 3 clusters
  Score: Raw -442227.189365 + Penalty 2702.877033 = -439524.312332
  nChanged 6
		SP:Iteration 27Q (157421.540000 sec): 3 clusters
  Score: Raw -442229.435491 + Penalty 2702.877033 = -439526.558457
  nChanged 7
		SP:Iteration 28Q (157421.700000 sec): 3 clusters
  Score: Raw -442231.690739 + Penalty 2702.877033 = -439528.813706
  nChanged 8
		SP:Iteration 29Q (157421.880000 sec): 3 clusters
  Score: Raw -442233.625129 + Penalty 2702.877033 = -439530.748095
  nChanged 6
		SP:Iteration 30Q (157422.070000 sec): 3 clusters
  Score: Raw -442235.221374 + Penalty 2702.877033 = -439532.344341
  nChanged 5
		SP:Iteration 31Q (157422.260000 sec): 3 clusters
  Score: Raw -442236.637274 + Penalty 2702.877033 = -439533.760241
  nChanged 7
		SP:Iteration 32Q (157422.440000 sec): 3 clusters
  Score: Raw -442239.709633 + Penalty 2702.877033 = -439536.832600
  nChanged 2
		SP:Iteration 33Q (157422.590000 sec): 3 clusters
  Score: Raw -442240.295119 + Penalty 2702.877033 = -439537.418086
  nChanged 3
		SP:Iteration 34Q (157422.770000 sec): 3 clusters
  Score: Raw -442241.021172 + Penalty 2702.877033 = -439538.144139
  nChanged 4
		SP:Iteration 35Q (157422.950000 sec): 3 clusters
  Score: Raw -442242.516114 + Penalty 2702.877033 = -439539.639081
  nChanged 3
		SP:Iteration 36Q (157423.120000 sec): 3 clusters
  Score: Raw -442243.890366 + Penalty 2702.877033 = -439541.013333
  nChanged 1
		SP:Iteration 37Q (157423.280000 sec): 3 clusters
  Score: Raw -442244.244832 + Penalty 2702.877033 = -439541.367799
  nChanged 1
		SP:Iteration 38Q (157423.460000 sec): 3 clusters
  Score: Raw -442244.383058 + Penalty 2702.877033 = -439541.506025
  nChanged 1
		SP:Iteration 39Q (157423.660000 sec): 3 clusters
  Score: Raw -442244.540028 + Penalty 2702.877033 = -439541.662995
  nChanged 0
		SP:Iteration 40F (157423.810000 sec): 3 clusters
  Score: Raw -442244.540028 + Penalty 2702.877033 = -439541.662995
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157423.980000 sec): 2 clusters
  Score: Raw -1257467.946826 + Penalty 1531.255424 = -1255936.691402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157424.210000 sec): 3 clusters
  Score: Raw -1250353.629884 + Penalty 3062.510848 = -1247291.119036
  nChanged 5439
		SP:Iteration 1F (157424.440000 sec): 3 clusters
  Score: Raw -1253452.135356 + Penalty 3062.510848 = -1250389.624508
  nChanged 752
		SP:Iteration 2F (157424.650000 sec): 3 clusters
  Score: Raw -1253824.991016 + Penalty 3062.510848 = -1250762.480168
  nChanged 674
		SP:Iteration 3F (157424.880000 sec): 3 clusters
  Score: Raw -1254175.082461 + Penalty 3062.510848 = -1251112.571613
  nChanged 657
		SP:Iteration 4F (157425.110000 sec): 3 clusters
  Score: Raw -1254575.123263 + Penalty 3062.510848 = -1251512.612414
  nChanged 701
		SP:Iteration 5F (157425.340000 sec): 3 clusters
  Score: Raw -1255066.784790 + Penalty 3062.510848 = -1252004.273942
  nChanged 688
		SP:Iteration 6F (157425.580000 sec): 3 clusters
  Score: Raw -1255512.604046 + Penalty 3062.510848 = -1252450.093198
  nChanged 630
		SP:Iteration 7F (157425.790000 sec): 3 clusters
  Score: Raw -1255894.041891 + Penalty 3062.510848 = -1252831.531042
  nChanged 549
		SP:Iteration 8Q (157426.010000 sec): 3 clusters
  Score: Raw -1256187.059601 + Penalty 3062.510848 = -1253124.548752
  nChanged 446
		SP:Iteration 9Q (157426.220000 sec): 3 clusters
  Score: Raw -1256408.605150 + Penalty 3062.510848 = -1253346.094301
  nChanged 336
		SP:Iteration 10Q (157426.480000 sec): 3 clusters
  Score: Raw -1256549.467566 + Penalty 3062.510848 = -1253486.956718
  nChanged 256
		SP:Iteration 11Q (157426.730000 sec): 3 clusters
  Score: Raw -1256638.976440 + Penalty 3062.510848 = -1253576.465591
  nChanged 206
		SP:Iteration 12Q (157426.980000 sec): 3 clusters
  Score: Raw -1256704.527235 + Penalty 3062.510848 = -1253642.016386
  nChanged 177
		SP:Iteration 13Q (157427.190000 sec): 3 clusters
  Score: Raw -1256752.081000 + Penalty 3062.510848 = -1253689.570152
  nChanged 138
		SP:Iteration 14Q (157427.420000 sec): 3 clusters
  Score: Raw -1256791.665489 + Penalty 3062.510848 = -1253729.154641
  nChanged 130
		SP:Iteration 15Q (157427.660000 sec): 3 clusters
  Score: Raw -1256827.692364 + Penalty 3062.510848 = -1253765.181516
  nChanged 111
		SP:Iteration 16Q (157427.880000 sec): 3 clusters
  Score: Raw -1256851.616372 + Penalty 3062.510848 = -1253789.105524
  nChanged 91
		SP:Iteration 17Q (157428.140000 sec): 3 clusters
  Score: Raw -1256869.901036 + Penalty 3062.510848 = -1253807.390187
  nChanged 75
		SP:Iteration 18Q (157428.380000 sec): 3 clusters
  Score: Raw -1256883.653041 + Penalty 3062.510848 = -1253821.142193
  nChanged 74
		SP:Iteration 19Q (157428.600000 sec): 3 clusters
  Score: Raw -1256896.703078 + Penalty 3062.510848 = -1253834.192229
  nChanged 67
		SP:Iteration 20F (157428.890000 sec): 3 clusters
  Score: Raw -1256908.816919 + Penalty 3062.510848 = -1253846.306071
  nChanged 66
		SP:Iteration 21Q (157429.130000 sec): 3 clusters
  Score: Raw -1256922.520990 + Penalty 3062.510848 = -1253860.010141
  nChanged 57
		SP:Iteration 22Q (157429.380000 sec): 3 clusters
  Score: Raw -1256934.987609 + Penalty 3062.510848 = -1253872.476761
  nChanged 50
		SP:Iteration 23Q (157429.540000 sec): 3 clusters
  Score: Raw -1256945.856271 + Penalty 3062.510848 = -1253883.345423
  nChanged 57
		SP:Iteration 24Q (157429.810000 sec): 3 clusters
  Score: Raw -1256955.871008 + Penalty 3062.510848 = -1253893.360160
  nChanged 52
		SP:Iteration 25Q (157430.040000 sec): 3 clusters
  Score: Raw -1256962.272895 + Penalty 3062.510848 = -1253899.762047
  nChanged 38
		SP:Iteration 26Q (157430.250000 sec): 3 clusters
  Score: Raw -1256966.957499 + Penalty 3062.510848 = -1253904.446651
  nChanged 25
		SP:Iteration 27Q (157430.500000 sec): 3 clusters
  Score: Raw -1256971.012825 + Penalty 3062.510848 = -1253908.501976
  nChanged 36
		SP:Iteration 28Q (157430.780000 sec): 3 clusters
  Score: Raw -1256975.647024 + Penalty 3062.510848 = -1253913.136175
  nChanged 35
		SP:Iteration 29Q (157430.980000 sec): 3 clusters
  Score: Raw -1256979.987793 + Penalty 3062.510848 = -1253917.476945
  nChanged 39
		SP:Iteration 30Q (157431.220000 sec): 3 clusters
  Score: Raw -1256986.532003 + Penalty 3062.510848 = -1253924.021154
  nChanged 36
		SP:Iteration 31Q (157431.440000 sec): 3 clusters
  Score: Raw -1256992.700910 + Penalty 3062.510848 = -1253930.190061
  nChanged 39
		SP:Iteration 32Q (157431.650000 sec): 3 clusters
  Score: Raw -1256998.416309 + Penalty 3062.510848 = -1253935.905460
  nChanged 38
		SP:Iteration 33Q (157431.880000 sec): 3 clusters
  Score: Raw -1257003.740009 + Penalty 3062.510848 = -1253941.229160
  nChanged 38
		SP:Iteration 34Q (157432.130000 sec): 3 clusters
  Score: Raw -1257009.464891 + Penalty 3062.510848 = -1253946.954042
  nChanged 35
		SP:Iteration 35Q (157432.370000 sec): 3 clusters
  Score: Raw -1257014.354839 + Penalty 3062.510848 = -1253951.843991
  nChanged 37
		SP:Iteration 36Q (157432.590000 sec): 3 clusters
  Score: Raw -1257020.160499 + Penalty 3062.510848 = -1253957.649650
  nChanged 47
		SP:Iteration 37Q (157432.880000 sec): 3 clusters
  Score: Raw -1257028.529217 + Penalty 3062.510848 = -1253966.018368
  nChanged 55
		SP:Iteration 38Q (157433.090000 sec): 3 clusters
  Score: Raw -1257037.489853 + Penalty 3062.510848 = -1253974.979004
  nChanged 57
		SP:Iteration 39Q (157433.310000 sec): 3 clusters
  Score: Raw -1257047.769681 + Penalty 3062.510848 = -1253985.258832
  nChanged 57
		SP:Iteration 40F (157433.490000 sec): 3 clusters
  Score: Raw -1257056.752201 + Penalty 3062.510848 = -1253994.241352
  nChanged 51
		SP:Iteration 41Q (157433.720000 sec): 3 clusters
  Score: Raw -1257064.531819 + Penalty 3062.510848 = -1254002.020970
  nChanged 46
		SP:Iteration 42Q (157434.010000 sec): 3 clusters
  Score: Raw -1257070.826696 + Penalty 3062.510848 = -1254008.315848
  nChanged 29
		SP:Iteration 43Q (157434.220000 sec): 3 clusters
  Score: Raw -1257074.586302 + Penalty 3062.510848 = -1254012.075454
  nChanged 24
		SP:Iteration 44Q (157434.470000 sec): 3 clusters
  Score: Raw -1257077.986324 + Penalty 3062.510848 = -1254015.475475
  nChanged 19
		SP:Iteration 45Q (157434.740000 sec): 3 clusters
  Score: Raw -1257079.747882 + Penalty 3062.510848 = -1254017.237034
  nChanged 13
		SP:Iteration 46Q (157434.970000 sec): 3 clusters
  Score: Raw -1257081.216323 + Penalty 3062.510848 = -1254018.705474
  nChanged 11
		SP:Iteration 47Q (157435.170000 sec): 3 clusters
  Score: Raw -1257082.267567 + Penalty 3062.510848 = -1254019.756719
  nChanged 10
		SP:Iteration 48Q (157435.400000 sec): 3 clusters
  Score: Raw -1257083.364484 + Penalty 3062.510848 = -1254020.853635
  nChanged 20
		SP:Iteration 49Q (157435.600000 sec): 3 clusters
  Score: Raw -1257085.839103 + Penalty 3062.510848 = -1254023.328254
  nChanged 28
		SP:Iteration 50Q (157435.840000 sec): 3 clusters
  Score: Raw -1257089.304575 + Penalty 3062.510848 = -1254026.793726
  nChanged 24
		SP:Iteration 51Q (157436.110000 sec): 3 clusters
  Score: Raw -1257091.803580 + Penalty 3062.510848 = -1254029.292732
  nChanged 24
		SP:Iteration 52Q (157436.350000 sec): 3 clusters
  Score: Raw -1257094.809394 + Penalty 3062.510848 = -1254032.298546
  nChanged 29
		SP:Iteration 53Q (157436.590000 sec): 3 clusters
  Score: Raw -1257098.695629 + Penalty 3062.510848 = -1254036.184780
  nChanged 19
		SP:Iteration 54Q (157436.840000 sec): 3 clusters
  Score: Raw -1257100.731265 + Penalty 3062.510848 = -1254038.220417
  nChanged 20
		SP:Iteration 55Q (157437.020000 sec): 3 clusters
  Score: Raw -1257102.553040 + Penalty 3062.510848 = -1254040.042191
  nChanged 12
		SP:Iteration 56Q (157437.250000 sec): 3 clusters
  Score: Raw -1257103.680523 + Penalty 3062.510848 = -1254041.169674
  nChanged 11
		SP:Iteration 57Q (157437.520000 sec): 3 clusters
  Score: Raw -1257104.789672 + Penalty 3062.510848 = -1254042.278824
  nChanged 14
		SP:Iteration 58Q (157437.770000 sec): 3 clusters
  Score: Raw -1257106.246484 + Penalty 3062.510848 = -1254043.735636
  nChanged 15
		SP:Iteration 59Q (157438.000000 sec): 3 clusters
  Score: Raw -1257107.560684 + Penalty 3062.510848 = -1254045.049836
  nChanged 11
		SP:Iteration 60F (157438.210000 sec): 3 clusters
  Score: Raw -1257108.584065 + Penalty 3062.510848 = -1254046.073216
  nChanged 10
		SP:Iteration 61Q (157438.430000 sec): 3 clusters
  Score: Raw -1257109.628245 + Penalty 3062.510848 = -1254047.117397
  nChanged 9
		SP:Iteration 62Q (157438.670000 sec): 3 clusters
  Score: Raw -1257110.603571 + Penalty 3062.510848 = -1254048.092723
  nChanged 13
		SP:Iteration 63Q (157438.890000 sec): 3 clusters
  Score: Raw -1257111.985833 + Penalty 3062.510848 = -1254049.474985
  nChanged 12
		SP:Iteration 64Q (157439.110000 sec): 3 clusters
  Score: Raw -1257113.290536 + Penalty 3062.510848 = -1254050.779688
  nChanged 10
		SP:Iteration 65Q (157439.350000 sec): 3 clusters
  Score: Raw -1257114.080557 + Penalty 3062.510848 = -1254051.569708
  nChanged 5
		SP:Iteration 66Q (157439.610000 sec): 3 clusters
  Score: Raw -1257114.480171 + Penalty 3062.510848 = -1254051.969323
  nChanged 4
		SP:Iteration 67Q (157439.870000 sec): 3 clusters
  Score: Raw -1257114.673773 + Penalty 3062.510848 = -1254052.162925
  nChanged 2
		SP:Iteration 68Q (157440.070000 sec): 3 clusters
  Score: Raw -1257114.776425 + Penalty 3062.510848 = -1254052.265577
  nChanged 1
		SP:Iteration 69Q (157440.300000 sec): 3 clusters
  Score: Raw -1257114.871741 + Penalty 3062.510848 = -1254052.360892
  nChanged 0
		SP:Iteration 70F (157440.550000 sec): 3 clusters
  Score: Raw -1257114.871741 + Penalty 3062.510848 = -1254052.360892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157440.700000 sec): 2 clusters
  Score: Raw -1191019.374560 + Penalty 1506.501220 = -1189512.873340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157440.940000 sec): 3 clusters
  Score: Raw -1184956.211658 + Penalty 3013.002441 = -1181943.209218
  nChanged 4600
		SP:Iteration 1F (157441.150000 sec): 3 clusters
  Score: Raw -1187514.984833 + Penalty 3013.002441 = -1184501.982392
  nChanged 606
		SP:Iteration 2F (157441.370000 sec): 3 clusters
  Score: Raw -1187783.240613 + Penalty 3013.002441 = -1184770.238172
  nChanged 542
		SP:Iteration 3F (157441.590000 sec): 3 clusters
  Score: Raw -1188046.484102 + Penalty 3013.002441 = -1185033.481661
  nChanged 522
		SP:Iteration 4Q (157441.820000 sec): 3 clusters
  Score: Raw -1188318.296333 + Penalty 3013.002441 = -1185305.293892
  nChanged 541
		SP:Iteration 5F (157442.050000 sec): 3 clusters
  Score: Raw -1188642.996588 + Penalty 3013.002441 = -1185629.994147
  nChanged 538
		SP:Iteration 6F (157442.270000 sec): 3 clusters
  Score: Raw -1188999.697369 + Penalty 3013.002441 = -1185986.694928
  nChanged 547
		SP:Iteration 7F (157442.510000 sec): 3 clusters
  Score: Raw -1189337.409210 + Penalty 3013.002441 = -1186324.406769
  nChanged 483
		SP:Iteration 8Q (157442.750000 sec): 3 clusters
  Score: Raw -1189637.472032 + Penalty 3013.002441 = -1186624.469591
  nChanged 476
		SP:Iteration 9Q (157442.990000 sec): 3 clusters
  Score: Raw -1189942.530467 + Penalty 3013.002441 = -1186929.528027
  nChanged 446
		SP:Iteration 10Q (157443.180000 sec): 3 clusters
  Score: Raw -1190236.226786 + Penalty 3013.002441 = -1187223.224345
  nChanged 399
		SP:Iteration 11Q (157443.420000 sec): 3 clusters
  Score: Raw -1190508.050004 + Penalty 3013.002441 = -1187495.047563
  nChanged 323
		SP:Iteration 12Q (157443.570000 sec): 3 clusters
  Score: Raw -1190730.314495 + Penalty 3013.002441 = -1187717.312054
  nChanged 221
		SP:Iteration 13Q (157443.760000 sec): 3 clusters
  Score: Raw -1190876.548838 + Penalty 3013.002441 = -1187863.546397
  nChanged 159
		SP:Iteration 14Q (157443.960000 sec): 3 clusters
  Score: Raw -1190985.778406 + Penalty 3013.002441 = -1187972.775966
  nChanged 106
		SP:Iteration 15Q (157444.160000 sec): 3 clusters
  Score: Raw -1191055.701176 + Penalty 3013.002441 = -1188042.698735
  nChanged 69
		SP:Iteration 16Q (157444.350000 sec): 3 clusters
  Score: Raw -1191103.769426 + Penalty 3013.002441 = -1188090.766985
  nChanged 51
		SP:Iteration 17Q (157444.590000 sec): 3 clusters
  Score: Raw -1191138.540567 + Penalty 3013.002441 = -1188125.538126
  nChanged 30
		SP:Iteration 18Q (157444.760000 sec): 3 clusters
  Score: Raw -1191157.421796 + Penalty 3013.002441 = -1188144.419355
  nChanged 30
		SP:Iteration 19Q (157445.010000 sec): 3 clusters
  Score: Raw -1191175.959560 + Penalty 3013.002441 = -1188162.957119
  nChanged 30
		SP:Iteration 20F (157445.190000 sec): 3 clusters
  Score: Raw -1191192.577381 + Penalty 3013.002441 = -1188179.574940
  nChanged 17
		SP:Iteration 21Q (157445.410000 sec): 3 clusters
  Score: Raw -1191204.236568 + Penalty 3013.002441 = -1188191.234127
  nChanged 12
		SP:Iteration 22Q (157445.650000 sec): 3 clusters
  Score: Raw -1191211.303120 + Penalty 3013.002441 = -1188198.300679
  nChanged 6
		SP:Iteration 23Q (157445.850000 sec): 3 clusters
  Score: Raw -1191215.250193 + Penalty 3013.002441 = -1188202.247752
  nChanged 8
		SP:Iteration 24Q (157446.070000 sec): 3 clusters
  Score: Raw -1191220.833696 + Penalty 3013.002441 = -1188207.831255
  nChanged 5
		SP:Iteration 25Q (157446.290000 sec): 3 clusters
  Score: Raw -1191222.415788 + Penalty 3013.002441 = -1188209.413347
  nChanged 3
		SP:Iteration 26Q (157446.540000 sec): 3 clusters
  Score: Raw -1191225.082390 + Penalty 3013.002441 = -1188212.079949
  nChanged 8
		SP:Iteration 27Q (157446.750000 sec): 3 clusters
  Score: Raw -1191228.821140 + Penalty 3013.002441 = -1188215.818699
  nChanged 7
		SP:Iteration 28Q (157446.970000 sec): 3 clusters
  Score: Raw -1191232.299940 + Penalty 3013.002441 = -1188219.297500
  nChanged 1
		SP:Iteration 29Q (157447.170000 sec): 3 clusters
  Score: Raw -1191233.887393 + Penalty 3013.002441 = -1188220.884952
  nChanged 2
		SP:Iteration 30Q (157447.430000 sec): 3 clusters
  Score: Raw -1191234.495049 + Penalty 3013.002441 = -1188221.492608
  nChanged 0
		SP:Iteration 31F (157447.650000 sec): 3 clusters
  Score: Raw -1191234.495049 + Penalty 3013.002441 = -1188221.492608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157447.750000 sec): 2 clusters
  Score: Raw -1228854.638208 + Penalty 1526.009373 = -1227328.628834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157448.030000 sec): 3 clusters
  Score: Raw -1221968.912654 + Penalty 3052.018747 = -1218916.893907
  nChanged 5188
		SP:Iteration 1F (157448.220000 sec): 3 clusters
  Score: Raw -1225031.625261 + Penalty 3052.018747 = -1221979.606514
  nChanged 863
		SP:Iteration 2F (157448.480000 sec): 3 clusters
  Score: Raw -1225541.002092 + Penalty 3052.018747 = -1222488.983345
  nChanged 742
		SP:Iteration 3F (157448.710000 sec): 3 clusters
  Score: Raw -1225995.815954 + Penalty 3052.018747 = -1222943.797207
  nChanged 710
		SP:Iteration 4F (157448.940000 sec): 3 clusters
  Score: Raw -1226434.715815 + Penalty 3052.018747 = -1223382.697069
  nChanged 673
		SP:Iteration 5F (157449.140000 sec): 3 clusters
  Score: Raw -1226840.869890 + Penalty 3052.018747 = -1223788.851143
  nChanged 604
		SP:Iteration 6F (157449.390000 sec): 3 clusters
  Score: Raw -1227205.081475 + Penalty 3052.018747 = -1224153.062728
  nChanged 548
		SP:Iteration 7Q (157449.610000 sec): 3 clusters
  Score: Raw -1227517.036362 + Penalty 3052.018747 = -1224465.017616
  nChanged 475
		SP:Iteration 8Q (157449.870000 sec): 3 clusters
  Score: Raw -1227793.844826 + Penalty 3052.018747 = -1224741.826079
  nChanged 414
		SP:Iteration 9Q (157450.080000 sec): 3 clusters
  Score: Raw -1228011.704226 + Penalty 3052.018747 = -1224959.685479
  nChanged 356
		SP:Iteration 10Q (157450.320000 sec): 3 clusters
  Score: Raw -1228178.661625 + Penalty 3052.018747 = -1225126.642878
  nChanged 300
		SP:Iteration 11Q (157450.580000 sec): 3 clusters
  Score: Raw -1228329.025665 + Penalty 3052.018747 = -1225277.006918
  nChanged 273
		SP:Iteration 12Q (157450.800000 sec): 3 clusters
  Score: Raw -1228451.605855 + Penalty 3052.018747 = -1225399.587109
  nChanged 201
		SP:Iteration 13Q (157451.050000 sec): 3 clusters
  Score: Raw -1228536.332462 + Penalty 3052.018747 = -1225484.313715
  nChanged 187
		SP:Iteration 14Q (157451.310000 sec): 3 clusters
  Score: Raw -1228606.880356 + Penalty 3052.018747 = -1225554.861610
  nChanged 154
		SP:Iteration 15Q (157451.530000 sec): 3 clusters
  Score: Raw -1228674.909025 + Penalty 3052.018747 = -1225622.890279
  nChanged 156
		SP:Iteration 16Q (157451.710000 sec): 3 clusters
  Score: Raw -1228734.895367 + Penalty 3052.018747 = -1225682.876620
  nChanged 155
		SP:Iteration 17Q (157451.940000 sec): 3 clusters
  Score: Raw -1228796.547455 + Penalty 3052.018747 = -1225744.528708
  nChanged 151
		SP:Iteration 18Q (157452.120000 sec): 3 clusters
  Score: Raw -1228857.897883 + Penalty 3052.018747 = -1225805.879136
  nChanged 138
		SP:Iteration 19Q (157452.340000 sec): 3 clusters
  Score: Raw -1228914.209252 + Penalty 3052.018747 = -1225862.190505
  nChanged 135
		SP:Iteration 20F (157452.570000 sec): 3 clusters
  Score: Raw -1228967.717413 + Penalty 3052.018747 = -1225915.698667
  nChanged 119
		SP:Iteration 21Q (157452.750000 sec): 3 clusters
  Score: Raw -1229012.680841 + Penalty 3052.018747 = -1225960.662094
  nChanged 120
		SP:Iteration 22Q (157452.990000 sec): 3 clusters
  Score: Raw -1229065.016525 + Penalty 3052.018747 = -1226012.997778
  nChanged 116
		SP:Iteration 23Q (157453.200000 sec): 3 clusters
  Score: Raw -1229105.258208 + Penalty 3052.018747 = -1226053.239462
  nChanged 93
		SP:Iteration 24Q (157453.380000 sec): 3 clusters
  Score: Raw -1229134.155422 + Penalty 3052.018747 = -1226082.136675
  nChanged 82
		SP:Iteration 25Q (157453.590000 sec): 3 clusters
  Score: Raw -1229167.100512 + Penalty 3052.018747 = -1226115.081765
  nChanged 87
		SP:Iteration 26Q (157453.770000 sec): 3 clusters
  Score: Raw -1229209.843228 + Penalty 3052.018747 = -1226157.824481
  nChanged 90
		SP:Iteration 27Q (157454.040000 sec): 3 clusters
  Score: Raw -1229251.982528 + Penalty 3052.018747 = -1226199.963781
  nChanged 82
		SP:Iteration 28Q (157454.250000 sec): 3 clusters
  Score: Raw -1229292.457690 + Penalty 3052.018747 = -1226240.438943
  nChanged 96
		SP:Iteration 29Q (157454.430000 sec): 3 clusters
  Score: Raw -1229338.759829 + Penalty 3052.018747 = -1226286.741082
  nChanged 81
		SP:Iteration 30Q (157454.620000 sec): 3 clusters
  Score: Raw -1229389.370092 + Penalty 3052.018747 = -1226337.351345
  nChanged 79
		SP:Iteration 31Q (157454.830000 sec): 3 clusters
  Score: Raw -1229433.007914 + Penalty 3052.018747 = -1226380.989167
  nChanged 62
		SP:Iteration 32Q (157455.060000 sec): 3 clusters
  Score: Raw -1229461.296234 + Penalty 3052.018747 = -1226409.277487
  nChanged 54
		SP:Iteration 33Q (157455.320000 sec): 3 clusters
  Score: Raw -1229481.966496 + Penalty 3052.018747 = -1226429.947749
  nChanged 42
		SP:Iteration 34Q (157455.560000 sec): 3 clusters
  Score: Raw -1229497.477300 + Penalty 3052.018747 = -1226445.458553
  nChanged 39
		SP:Iteration 35Q (157455.770000 sec): 3 clusters
  Score: Raw -1229514.092257 + Penalty 3052.018747 = -1226462.073511
  nChanged 35
		SP:Iteration 36Q (157455.990000 sec): 3 clusters
  Score: Raw -1229529.448200 + Penalty 3052.018747 = -1226477.429453
  nChanged 43
		SP:Iteration 37Q (157456.210000 sec): 3 clusters
  Score: Raw -1229550.767990 + Penalty 3052.018747 = -1226498.749243
  nChanged 39
		SP:Iteration 38Q (157456.420000 sec): 3 clusters
  Score: Raw -1229568.242247 + Penalty 3052.018747 = -1226516.223500
  nChanged 40
		SP:Iteration 39Q (157456.650000 sec): 3 clusters
  Score: Raw -1229587.670569 + Penalty 3052.018747 = -1226535.651823
  nChanged 32
		SP:Iteration 40F (157456.800000 sec): 3 clusters
  Score: Raw -1229604.968012 + Penalty 3052.018747 = -1226552.949265
  nChanged 38
		SP:Iteration 41Q (157457.030000 sec): 3 clusters
  Score: Raw -1229623.701127 + Penalty 3052.018747 = -1226571.682381
  nChanged 31
		SP:Iteration 42Q (157457.210000 sec): 3 clusters
  Score: Raw -1229639.180365 + Penalty 3052.018747 = -1226587.161618
  nChanged 26
		SP:Iteration 43Q (157457.440000 sec): 3 clusters
  Score: Raw -1229648.949748 + Penalty 3052.018747 = -1226596.931002
  nChanged 27
		SP:Iteration 44Q (157457.640000 sec): 3 clusters
  Score: Raw -1229659.990570 + Penalty 3052.018747 = -1226607.971823
  nChanged 26
		SP:Iteration 45Q (157457.840000 sec): 3 clusters
  Score: Raw -1229668.645176 + Penalty 3052.018747 = -1226616.626429
  nChanged 20
		SP:Iteration 46Q (157458.080000 sec): 3 clusters
  Score: Raw -1229675.597622 + Penalty 3052.018747 = -1226623.578876
  nChanged 19
		SP:Iteration 47Q (157458.260000 sec): 3 clusters
  Score: Raw -1229682.017916 + Penalty 3052.018747 = -1226629.999170
  nChanged 16
		SP:Iteration 48Q (157458.460000 sec): 3 clusters
  Score: Raw -1229686.318398 + Penalty 3052.018747 = -1226634.299651
  nChanged 8
		SP:Iteration 49Q (157458.690000 sec): 3 clusters
  Score: Raw -1229688.565812 + Penalty 3052.018747 = -1226636.547065
  nChanged 10
		SP:Iteration 50Q (157458.880000 sec): 3 clusters
  Score: Raw -1229692.428508 + Penalty 3052.018747 = -1226640.409761
  nChanged 18
		SP:Iteration 51Q (157459.120000 sec): 3 clusters
  Score: Raw -1229701.314344 + Penalty 3052.018747 = -1226649.295597
  nChanged 14
		SP:Iteration 52Q (157459.390000 sec): 3 clusters
  Score: Raw -1229707.284907 + Penalty 3052.018747 = -1226655.266160
  nChanged 14
		SP:Iteration 53Q (157459.590000 sec): 3 clusters
  Score: Raw -1229713.213886 + Penalty 3052.018747 = -1226661.195139
  nChanged 8
		SP:Iteration 54Q (157459.780000 sec): 3 clusters
  Score: Raw -1229716.135476 + Penalty 3052.018747 = -1226664.116729
  nChanged 8
		SP:Iteration 55Q (157460.020000 sec): 3 clusters
  Score: Raw -1229718.634523 + Penalty 3052.018747 = -1226666.615776
  nChanged 4
		SP:Iteration 56Q (157460.190000 sec): 3 clusters
  Score: Raw -1229720.271108 + Penalty 3052.018747 = -1226668.252361
  nChanged 3
		SP:Iteration 57Q (157460.440000 sec): 3 clusters
  Score: Raw -1229721.005427 + Penalty 3052.018747 = -1226668.986680
  nChanged 3
		SP:Iteration 58Q (157460.610000 sec): 3 clusters
  Score: Raw -1229721.616285 + Penalty 3052.018747 = -1226669.597539
  nChanged 1
		SP:Iteration 59Q (157460.820000 sec): 3 clusters
  Score: Raw -1229721.957910 + Penalty 3052.018747 = -1226669.939164
  nChanged 1
		SP:Iteration 60F (157461.050000 sec): 3 clusters
  Score: Raw -1229722.107904 + Penalty 3052.018747 = -1226670.089157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157461.300000 sec): 2 clusters
  Score: Raw -3106967.163781 + Penalty 1665.028999 = -3105302.134783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157461.570000 sec): 3 clusters
  Score: Raw -3089800.626976 + Penalty 3330.057997 = -3086470.568979
  nChanged 12824
		SP:Iteration 1F (157461.890000 sec): 3 clusters
  Score: Raw -3096941.258368 + Penalty 3330.057997 = -3093611.200371
  nChanged 1355
		SP:Iteration 2Q (157462.150000 sec): 3 clusters
  Score: Raw -3097450.887839 + Penalty 3330.057997 = -3094120.829842
  nChanged 1329
		SP:Iteration 3Q (157462.420000 sec): 3 clusters
  Score: Raw -3098003.368836 + Penalty 3330.057997 = -3094673.310839
  nChanged 1397
		SP:Iteration 4Q (157462.780000 sec): 3 clusters
  Score: Raw -3098685.836350 + Penalty 3330.057997 = -3095355.778353
  nChanged 1558
		SP:Iteration 5F (157463.080000 sec): 3 clusters
  Score: Raw -3099572.397293 + Penalty 3330.057997 = -3096242.339296
  nChanged 1678
		SP:Iteration 6F (157463.420000 sec): 3 clusters
  Score: Raw -3100696.607525 + Penalty 3330.057997 = -3097366.549528
  nChanged 1769
		SP:Iteration 7F (157463.700000 sec): 3 clusters
  Score: Raw -3102019.133298 + Penalty 3330.057997 = -3098689.075301
  nChanged 1691
		SP:Iteration 8F (157464.020000 sec): 3 clusters
  Score: Raw -3103363.871604 + Penalty 3330.057997 = -3100033.813607
  nChanged 1486
		SP:Iteration 9F (157464.330000 sec): 3 clusters
  Score: Raw -3104596.237140 + Penalty 3330.057997 = -3101266.179143
  nChanged 1167
		SP:Iteration 10Q (157464.580000 sec): 3 clusters
  Score: Raw -3105595.173112 + Penalty 3330.057997 = -3102265.115115
  nChanged 781
		SP:Iteration 11Q (157464.890000 sec): 3 clusters
  Score: Raw -3106251.082184 + Penalty 3330.057997 = -3102921.024187
  nChanged 471
		SP:Iteration 12Q (157465.180000 sec): 3 clusters
  Score: Raw -3106647.233402 + Penalty 3330.057997 = -3103317.175405
  nChanged 266
		SP:Iteration 13Q (157465.490000 sec): 3 clusters
  Score: Raw -3106876.269177 + Penalty 3330.057997 = -3103546.211179
  nChanged 152
		SP:Iteration 14Q (157465.820000 sec): 3 clusters
  Score: Raw -3107011.345549 + Penalty 3330.057997 = -3103681.287552
  nChanged 93
		SP:Iteration 15Q (157466.170000 sec): 3 clusters
  Score: Raw -3107097.631896 + Penalty 3330.057997 = -3103767.573899
  nChanged 58
		SP:Iteration 16Q (157466.460000 sec): 3 clusters
  Score: Raw -3107153.047637 + Penalty 3330.057997 = -3103822.989640
  nChanged 37
		SP:Iteration 17Q (157466.790000 sec): 3 clusters
  Score: Raw -3107192.533363 + Penalty 3330.057997 = -3103862.475365
  nChanged 21
		SP:Iteration 18Q (157467.060000 sec): 3 clusters
  Score: Raw -3107207.070467 + Penalty 3330.057997 = -3103877.012470
  nChanged 15
		SP:Iteration 19Q (157467.410000 sec): 3 clusters
  Score: Raw -3107219.080719 + Penalty 3330.057997 = -3103889.022722
  nChanged 12
		SP:Iteration 20F (157467.710000 sec): 3 clusters
  Score: Raw -3107227.515920 + Penalty 3330.057997 = -3103897.457923
  nChanged 10
		SP:Iteration 21Q (157467.980000 sec): 3 clusters
  Score: Raw -3107240.066858 + Penalty 3330.057997 = -3103910.008861
  nChanged 16
		SP:Iteration 22Q (157468.270000 sec): 3 clusters
  Score: Raw -3107253.624421 + Penalty 3330.057997 = -3103923.566424
  nChanged 2
		SP:Iteration 23Q (157468.550000 sec): 3 clusters
  Score: Raw -3107255.147630 + Penalty 3330.057997 = -3103925.089633
  nChanged 1
		SP:Iteration 24Q (157468.840000 sec): 3 clusters
  Score: Raw -3107255.862245 + Penalty 3330.057997 = -3103925.804248
  nChanged 0
		SP:Iteration 25F (157469.120000 sec): 3 clusters
  Score: Raw -3107255.862245 + Penalty 3330.057997 = -3103925.804248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157469.260000 sec): 2 clusters
  Score: Raw -944906.689377 + Penalty 1467.455559 = -943439.233818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157469.500000 sec): 3 clusters
  Score: Raw -940294.454530 + Penalty 2934.911117 = -937359.543412
  nChanged 3594
		SP:Iteration 1F (157469.720000 sec): 3 clusters
  Score: Raw -942091.991896 + Penalty 2934.911117 = -939157.080779
  nChanged 532
		SP:Iteration 2F (157469.940000 sec): 3 clusters
  Score: Raw -942326.111427 + Penalty 2934.911117 = -939391.200310
  nChanged 392
		SP:Iteration 3Q (157470.120000 sec): 3 clusters
  Score: Raw -942479.866484 + Penalty 2934.911117 = -939544.955367
  nChanged 321
		SP:Iteration 4Q (157470.340000 sec): 3 clusters
  Score: Raw -942600.484340 + Penalty 2934.911117 = -939665.573223
  nChanged 296
		SP:Iteration 5Q (157470.560000 sec): 3 clusters
  Score: Raw -942706.674725 + Penalty 2934.911117 = -939771.763607
  nChanged 251
		SP:Iteration 6Q (157470.750000 sec): 3 clusters
  Score: Raw -942809.639018 + Penalty 2934.911117 = -939874.727901
  nChanged 265
		SP:Iteration 7Q (157470.960000 sec): 3 clusters
  Score: Raw -942939.706692 + Penalty 2934.911117 = -940004.795575
  nChanged 292
		SP:Iteration 8Q (157471.200000 sec): 3 clusters
  Score: Raw -943105.882890 + Penalty 2934.911117 = -940170.971772
  nChanged 330
		SP:Iteration 9Q (157471.390000 sec): 3 clusters
  Score: Raw -943298.348243 + Penalty 2934.911117 = -940363.437126
  nChanged 297
		SP:Iteration 10Q (157471.580000 sec): 3 clusters
  Score: Raw -943494.212020 + Penalty 2934.911117 = -940559.300903
  nChanged 318
		SP:Iteration 11Q (157471.760000 sec): 3 clusters
  Score: Raw -943714.099782 + Penalty 2934.911117 = -940779.188665
  nChanged 292
		SP:Iteration 12Q (157471.950000 sec): 3 clusters
  Score: Raw -943935.876437 + Penalty 2934.911117 = -941000.965320
  nChanged 294
		SP:Iteration 13Q (157472.160000 sec): 3 clusters
  Score: Raw -944146.847408 + Penalty 2934.911117 = -941211.936291
  nChanged 264
		SP:Iteration 14Q (157472.370000 sec): 3 clusters
  Score: Raw -944336.290120 + Penalty 2934.911117 = -941401.379003
  nChanged 202
		SP:Iteration 15Q (157472.560000 sec): 3 clusters
  Score: Raw -944473.519428 + Penalty 2934.911117 = -941538.608311
  nChanged 176
		SP:Iteration 16Q (157472.690000 sec): 3 clusters
  Score: Raw -944603.121625 + Penalty 2934.911117 = -941668.210508
  nChanged 125
		SP:Iteration 17Q (157472.900000 sec): 3 clusters
  Score: Raw -944689.936022 + Penalty 2934.911117 = -941755.024905
  nChanged 107
		SP:Iteration 18Q (157473.110000 sec): 3 clusters
  Score: Raw -944758.832369 + Penalty 2934.911117 = -941823.921251
  nChanged 87
		SP:Iteration 19Q (157473.320000 sec): 3 clusters
  Score: Raw -944821.539792 + Penalty 2934.911117 = -941886.628675
  nChanged 74
		SP:Iteration 20F (157473.500000 sec): 3 clusters
  Score: Raw -944879.005718 + Penalty 2934.911117 = -941944.094601
  nChanged 62
		SP:Iteration 21Q (157473.720000 sec): 3 clusters
  Score: Raw -944928.105043 + Penalty 2934.911117 = -941993.193926
  nChanged 56
		SP:Iteration 22Q (157473.950000 sec): 3 clusters
  Score: Raw -944973.136140 + Penalty 2934.911117 = -942038.225023
  nChanged 45
		SP:Iteration 23Q (157474.140000 sec): 3 clusters
  Score: Raw -945007.951971 + Penalty 2934.911117 = -942073.040853
  nChanged 24
		SP:Iteration 24Q (157474.390000 sec): 3 clusters
  Score: Raw -945023.902531 + Penalty 2934.911117 = -942088.991414
  nChanged 24
		SP:Iteration 25Q (157474.590000 sec): 3 clusters
  Score: Raw -945041.149957 + Penalty 2934.911117 = -942106.238840
  nChanged 19
		SP:Iteration 26Q (157474.800000 sec): 3 clusters
  Score: Raw -945059.207002 + Penalty 2934.911117 = -942124.295885
  nChanged 16
		SP:Iteration 27Q (157474.990000 sec): 3 clusters
  Score: Raw -945070.936113 + Penalty 2934.911117 = -942136.024996
  nChanged 9
		SP:Iteration 28Q (157475.190000 sec): 3 clusters
  Score: Raw -945078.749824 + Penalty 2934.911117 = -942143.838707
  nChanged 9
		SP:Iteration 29Q (157475.380000 sec): 3 clusters
  Score: Raw -945083.871296 + Penalty 2934.911117 = -942148.960179
  nChanged 2
		SP:Iteration 30Q (157475.610000 sec): 3 clusters
  Score: Raw -945085.654652 + Penalty 2934.911117 = -942150.743534
  nChanged 2
		SP:Iteration 31Q (157475.810000 sec): 3 clusters
  Score: Raw -945087.882980 + Penalty 2934.911117 = -942152.971863
  nChanged 1
		SP:Iteration 32Q (157476.070000 sec): 3 clusters
  Score: Raw -945088.110082 + Penalty 2934.911117 = -942153.198965
  nChanged 0
		SP:Iteration 33F (157476.280000 sec): 3 clusters
  Score: Raw -945088.110082 + Penalty 2934.911117 = -942153.198965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157476.380000 sec): 2 clusters
  Score: Raw -151747.996143 + Penalty 1204.377897 = -150543.618246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157476.570000 sec): 3 clusters
  Score: Raw -151067.640233 + Penalty 2408.755794 = -148658.884440
  nChanged 595
		SP:Iteration 1F (157476.740000 sec): 3 clusters
  Score: Raw -151540.861592 + Penalty 2408.755794 = -149132.105799
  nChanged 152
		SP:Iteration 2F (157476.900000 sec): 3 clusters
  Score: Raw -151686.994035 + Penalty 2408.755794 = -149278.238242
  nChanged 96
		SP:Iteration 3F (157477.050000 sec): 3 clusters
  Score: Raw -151778.101159 + Penalty 2408.755794 = -149369.345366
  nChanged 63
		SP:Iteration 4Q (157477.220000 sec): 3 clusters
  Score: Raw -151835.835810 + Penalty 2408.755794 = -149427.080016
  nChanged 50
		SP:Iteration 5Q (157477.370000 sec): 3 clusters
  Score: Raw -151897.455477 + Penalty 2408.755794 = -149488.699683
  nChanged 62
		SP:Iteration 6Q (157477.560000 sec): 3 clusters
  Score: Raw -151967.570603 + Penalty 2408.755794 = -149558.814809
  nChanged 47
		SP:Iteration 7Q (157477.760000 sec): 3 clusters
  Score: Raw -152017.117860 + Penalty 2408.755794 = -149608.362067
  nChanged 38
		SP:Iteration 8Q (157477.930000 sec): 3 clusters
  Score: Raw -152057.970388 + Penalty 2408.755794 = -149649.214594
  nChanged 36
		SP:Iteration 9Q (157478.110000 sec): 3 clusters
  Score: Raw -152086.718541 + Penalty 2408.755794 = -149677.962747
  nChanged 25
		SP:Iteration 10Q (157478.300000 sec): 3 clusters
  Score: Raw -152106.698386 + Penalty 2408.755794 = -149697.942592
  nChanged 23
		SP:Iteration 11Q (157478.490000 sec): 3 clusters
  Score: Raw -152127.540746 + Penalty 2408.755794 = -149718.784952
  nChanged 25
		SP:Iteration 12Q (157478.630000 sec): 3 clusters
  Score: Raw -152149.352443 + Penalty 2408.755794 = -149740.596649
  nChanged 24
		SP:Iteration 13Q (157478.830000 sec): 3 clusters
  Score: Raw -152170.081402 + Penalty 2408.755794 = -149761.325608
  nChanged 17
		SP:Iteration 14Q (157478.990000 sec): 3 clusters
  Score: Raw -152196.868496 + Penalty 2408.755794 = -149788.112702
  nChanged 23
		SP:Iteration 15Q (157479.160000 sec): 3 clusters
  Score: Raw -152218.545747 + Penalty 2408.755794 = -149809.789953
  nChanged 19
		SP:Iteration 16Q (157479.290000 sec): 3 clusters
  Score: Raw -152233.957473 + Penalty 2408.755794 = -149825.201680
  nChanged 8
		SP:Iteration 17Q (157479.520000 sec): 3 clusters
  Score: Raw -152240.822217 + Penalty 2408.755794 = -149832.066423
  nChanged 9
		SP:Iteration 18Q (157479.670000 sec): 3 clusters
  Score: Raw -152249.830925 + Penalty 2408.755794 = -149841.075132
  nChanged 9
		SP:Iteration 19Q (157479.850000 sec): 3 clusters
  Score: Raw -152261.090540 + Penalty 2408.755794 = -149852.334746
  nChanged 21
		SP:Iteration 20F (157480.060000 sec): 3 clusters
  Score: Raw -152278.112458 + Penalty 2408.755794 = -149869.356664
  nChanged 12
		SP:Iteration 21Q (157480.210000 sec): 3 clusters
  Score: Raw -152292.901898 + Penalty 2408.755794 = -149884.146105
  nChanged 11
		SP:Iteration 22Q (157480.370000 sec): 3 clusters
  Score: Raw -152300.712868 + Penalty 2408.755794 = -149891.957075
  nChanged 11
		SP:Iteration 23Q (157480.570000 sec): 3 clusters
  Score: Raw -152305.450686 + Penalty 2408.755794 = -149896.694893
  nChanged 4
		SP:Iteration 24Q (157480.790000 sec): 3 clusters
  Score: Raw -152307.620059 + Penalty 2408.755794 = -149898.864265
  nChanged 4
		SP:Iteration 25Q (157480.960000 sec): 3 clusters
  Score: Raw -152310.386682 + Penalty 2408.755794 = -149901.630889
  nChanged 5
		SP:Iteration 26Q (157481.080000 sec): 3 clusters
  Score: Raw -152312.705758 + Penalty 2408.755794 = -149903.949965
  nChanged 0
		SP:Iteration 27F (157481.280000 sec): 3 clusters
  Score: Raw -152312.705758 + Penalty 2408.755794 = -149903.949965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157481.390000 sec): 2 clusters
  Score: Raw -588441.432978 + Penalty 1403.702807 = -587037.730171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157481.610000 sec): 3 clusters
  Score: Raw -585487.356886 + Penalty 2807.405613 = -582679.951272
  nChanged 2274
		SP:Iteration 1F (157481.780000 sec): 3 clusters
  Score: Raw -586866.176376 + Penalty 2807.405613 = -584058.770763
  nChanged 462
		SP:Iteration 2F (157481.990000 sec): 3 clusters
  Score: Raw -587148.144828 + Penalty 2807.405613 = -584340.739214
  nChanged 324
		SP:Iteration 3F (157482.160000 sec): 3 clusters
  Score: Raw -587342.443758 + Penalty 2807.405613 = -584535.038145
  nChanged 284
		SP:Iteration 4F (157482.340000 sec): 3 clusters
  Score: Raw -587518.255719 + Penalty 2807.405613 = -584710.850105
  nChanged 274
		SP:Iteration 5Q (157482.570000 sec): 3 clusters
  Score: Raw -587705.706804 + Penalty 2807.405613 = -584898.301191
  nChanged 298
		SP:Iteration 6F (157482.740000 sec): 3 clusters
  Score: Raw -587933.907655 + Penalty 2807.405613 = -585126.502041
  nChanged 274
		SP:Iteration 7Q (157482.930000 sec): 3 clusters
  Score: Raw -588151.297753 + Penalty 2807.405613 = -585343.892139
  nChanged 210
		SP:Iteration 8Q (157483.160000 sec): 3 clusters
  Score: Raw -588321.544365 + Penalty 2807.405613 = -585514.138752
  nChanged 171
		SP:Iteration 9Q (157483.340000 sec): 3 clusters
  Score: Raw -588440.597591 + Penalty 2807.405613 = -585633.191977
  nChanged 126
		SP:Iteration 10Q (157483.530000 sec): 3 clusters
  Score: Raw -588526.075137 + Penalty 2807.405613 = -585718.669523
  nChanged 90
		SP:Iteration 11Q (157483.780000 sec): 3 clusters
  Score: Raw -588593.245823 + Penalty 2807.405613 = -585785.840210
  nChanged 79
		SP:Iteration 12Q (157483.980000 sec): 3 clusters
  Score: Raw -588648.537692 + Penalty 2807.405613 = -585841.132079
  nChanged 62
		SP:Iteration 13Q (157484.160000 sec): 3 clusters
  Score: Raw -588692.892470 + Penalty 2807.405613 = -585885.486857
  nChanged 55
		SP:Iteration 14Q (157484.320000 sec): 3 clusters
  Score: Raw -588734.032880 + Penalty 2807.405613 = -585926.627266
  nChanged 36
		SP:Iteration 15Q (157484.550000 sec): 3 clusters
  Score: Raw -588761.929219 + Penalty 2807.405613 = -585954.523605
  nChanged 24
		SP:Iteration 16Q (157484.700000 sec): 3 clusters
  Score: Raw -588778.779927 + Penalty 2807.405613 = -585971.374313
  nChanged 13
		SP:Iteration 17Q (157484.930000 sec): 3 clusters
  Score: Raw -588788.333725 + Penalty 2807.405613 = -585980.928112
  nChanged 13
		SP:Iteration 18Q (157485.100000 sec): 3 clusters
  Score: Raw -588802.951800 + Penalty 2807.405613 = -585995.546187
  nChanged 10
		SP:Iteration 19Q (157485.270000 sec): 3 clusters
  Score: Raw -588812.824847 + Penalty 2807.405613 = -586005.419234
  nChanged 6
		SP:Iteration 20F (157485.460000 sec): 3 clusters
  Score: Raw -588817.985421 + Penalty 2807.405613 = -586010.579808
  nChanged 6
		SP:Iteration 21Q (157485.660000 sec): 3 clusters
  Score: Raw -588824.034715 + Penalty 2807.405613 = -586016.629101
  nChanged 5
		SP:Iteration 22Q (157485.820000 sec): 3 clusters
  Score: Raw -588831.289763 + Penalty 2807.405613 = -586023.884150
  nChanged 6
		SP:Iteration 23Q (157486.030000 sec): 3 clusters
  Score: Raw -588834.147470 + Penalty 2807.405613 = -586026.741857
  nChanged 0
		SP:Iteration 24F (157486.240000 sec): 3 clusters
  Score: Raw -588834.147470 + Penalty 2807.405613 = -586026.741857
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (63555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157486.670000 sec): 2 clusters
  Score: Raw -7005346.287559 + Penalty 1797.194905 = -7003549.092654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157487.130000 sec): 3 clusters
  Score: Raw -6964717.039285 + Penalty 3594.389809 = -6961122.649475
  nChanged 29968
		SP:Iteration 1F (157487.570000 sec): 3 clusters
  Score: Raw -6982038.658427 + Penalty 3594.389809 = -6978444.268618
  nChanged 2745
		SP:Iteration 2Q (157488.030000 sec): 3 clusters
  Score: Raw -6983075.400578 + Penalty 3594.389809 = -6979481.010769
  nChanged 3219
		SP:Iteration 3F (157488.460000 sec): 3 clusters
  Score: Raw -6984607.718631 + Penalty 3594.389809 = -6981013.328822
  nChanged 3877
		SP:Iteration 4F (157488.870000 sec): 3 clusters
  Score: Raw -6987036.066079 + Penalty 3594.389809 = -6983441.676269
  nChanged 4508
		SP:Iteration 5F (157489.300000 sec): 3 clusters
  Score: Raw -6990640.130671 + Penalty 3594.389809 = -6987045.740862
  nChanged 4632
		SP:Iteration 6F (157489.710000 sec): 3 clusters
  Score: Raw -6994904.818582 + Penalty 3594.389809 = -6991310.428773
  nChanged 3772
		SP:Iteration 7F (157490.160000 sec): 3 clusters
  Score: Raw -6998470.366717 + Penalty 3594.389809 = -6994875.976907
  nChanged 2733
		SP:Iteration 8Q (157490.620000 sec): 3 clusters
  Score: Raw -7000959.591883 + Penalty 3594.389809 = -6997365.202074
  nChanged 1883
		SP:Iteration 9Q (157491.100000 sec): 3 clusters
  Score: Raw -7002501.110134 + Penalty 3594.389809 = -6998906.720324
  nChanged 1272
		SP:Iteration 10Q (157491.590000 sec): 3 clusters
  Score: Raw -7003396.177974 + Penalty 3594.389809 = -6999801.788164
  nChanged 945
		SP:Iteration 11Q (157492.020000 sec): 3 clusters
  Score: Raw -7004004.315563 + Penalty 3594.389809 = -7000409.925754
  nChanged 697
		SP:Iteration 12Q (157492.470000 sec): 3 clusters
  Score: Raw -7004456.852833 + Penalty 3594.389809 = -7000862.463023
  nChanged 541
		SP:Iteration 13Q (157492.960000 sec): 3 clusters
  Score: Raw -7004797.089887 + Penalty 3594.389809 = -7001202.700078
  nChanged 406
		SP:Iteration 14Q (157493.390000 sec): 3 clusters
  Score: Raw -7005034.860422 + Penalty 3594.389809 = -7001440.470613
  nChanged 304
		SP:Iteration 15Q (157493.840000 sec): 3 clusters
  Score: Raw -7005209.901971 + Penalty 3594.389809 = -7001615.512162
  nChanged 225
		SP:Iteration 16Q (157494.280000 sec): 3 clusters
  Score: Raw -7005330.617922 + Penalty 3594.389809 = -7001736.228113
  nChanged 172
		SP:Iteration 17Q (157494.740000 sec): 3 clusters
  Score: Raw -7005418.321329 + Penalty 3594.389809 = -7001823.931520
  nChanged 132
		SP:Iteration 18Q (157495.230000 sec): 3 clusters
  Score: Raw -7005482.311798 + Penalty 3594.389809 = -7001887.921989
  nChanged 90
		SP:Iteration 19Q (157495.710000 sec): 3 clusters
  Score: Raw -7005517.685052 + Penalty 3594.389809 = -7001923.295243
  nChanged 66
		SP:Iteration 20F (157496.240000 sec): 3 clusters
  Score: Raw -7005543.512541 + Penalty 3594.389809 = -7001949.122731
  nChanged 55
		SP:Iteration 21Q (157496.760000 sec): 3 clusters
  Score: Raw -7005568.304721 + Penalty 3594.389809 = -7001973.914912
  nChanged 49
		SP:Iteration 22Q (157497.270000 sec): 3 clusters
  Score: Raw -7005588.616712 + Penalty 3594.389809 = -7001994.226903
  nChanged 42
		SP:Iteration 23Q (157497.750000 sec): 3 clusters
  Score: Raw -7005606.512141 + Penalty 3594.389809 = -7002012.122331
  nChanged 34
		SP:Iteration 24Q (157498.230000 sec): 3 clusters
  Score: Raw -7005619.501664 + Penalty 3594.389809 = -7002025.111854
  nChanged 25
		SP:Iteration 25Q (157498.720000 sec): 3 clusters
  Score: Raw -7005632.039824 + Penalty 3594.389809 = -7002037.650015
  nChanged 21
		SP:Iteration 26Q (157499.170000 sec): 3 clusters
  Score: Raw -7005638.830088 + Penalty 3594.389809 = -7002044.440279
  nChanged 15
		SP:Iteration 27Q (157499.670000 sec): 3 clusters
  Score: Raw -7005644.933264 + Penalty 3594.389809 = -7002050.543455
  nChanged 22
		SP:Iteration 28Q (157500.210000 sec): 3 clusters
  Score: Raw -7005654.651951 + Penalty 3594.389809 = -7002060.262142
  nChanged 23
		SP:Iteration 29Q (157500.700000 sec): 3 clusters
  Score: Raw -7005663.897883 + Penalty 3594.389809 = -7002069.508074
  nChanged 22
		SP:Iteration 30Q (157501.200000 sec): 3 clusters
  Score: Raw -7005672.488591 + Penalty 3594.389809 = -7002078.098781
  nChanged 20
		SP:Iteration 31Q (157501.730000 sec): 3 clusters
  Score: Raw -7005682.439509 + Penalty 3594.389809 = -7002088.049700
  nChanged 19
		SP:Iteration 32Q (157502.250000 sec): 3 clusters
  Score: Raw -7005688.840634 + Penalty 3594.389809 = -7002094.450825
  nChanged 15
		SP:Iteration 33Q (157502.750000 sec): 3 clusters
  Score: Raw -7005694.402938 + Penalty 3594.389809 = -7002100.013129
  nChanged 8
		SP:Iteration 34Q (157503.250000 sec): 3 clusters
  Score: Raw -7005697.582467 + Penalty 3594.389809 = -7002103.192658
  nChanged 8
		SP:Iteration 35Q (157503.690000 sec): 3 clusters
  Score: Raw -7005701.282582 + Penalty 3594.389809 = -7002106.892772
  nChanged 8
		SP:Iteration 36Q (157504.170000 sec): 3 clusters
  Score: Raw -7005704.762159 + Penalty 3594.389809 = -7002110.372350
  nChanged 7
		SP:Iteration 37Q (157504.640000 sec): 3 clusters
  Score: Raw -7005708.190991 + Penalty 3594.389809 = -7002113.801181
  nChanged 9
		SP:Iteration 38Q (157505.070000 sec): 3 clusters
  Score: Raw -7005711.979252 + Penalty 3594.389809 = -7002117.589442
  nChanged 11
		SP:Iteration 39Q (157505.540000 sec): 3 clusters
  Score: Raw -7005715.649962 + Penalty 3594.389809 = -7002121.260152
  nChanged 5
		SP:Iteration 40F (157506.070000 sec): 3 clusters
  Score: Raw -7005717.158357 + Penalty 3594.389809 = -7002122.768548
  nChanged 3
		SP:Iteration 41Q (157506.560000 sec): 3 clusters
  Score: Raw -7005718.604331 + Penalty 3594.389809 = -7002124.214521
  nChanged 7
		SP:Iteration 42Q (157507.020000 sec): 3 clusters
  Score: Raw -7005722.088503 + Penalty 3594.389809 = -7002127.698693
  nChanged 4
		SP:Iteration 43Q (157507.480000 sec): 3 clusters
  Score: Raw -7005724.113163 + Penalty 3594.389809 = -7002129.723354
  nChanged 2
		SP:Iteration 44Q (157507.930000 sec): 3 clusters
  Score: Raw -7005724.635520 + Penalty 3594.389809 = -7002130.245710
  nChanged 0
		SP:Iteration 45F (157508.430000 sec): 3 clusters
  Score: Raw -7005724.635520 + Penalty 3594.389809 = -7002130.245710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157508.560000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157508.760000 sec): 3 clusters
  Score: Raw -24400.066550 + Penalty 1781.207650 = -22618.858900
  nChanged 42
		SP:Iteration 1F (157508.890000 sec): 3 clusters
  Score: Raw -24523.143803 + Penalty 1781.207650 = -22741.936152
  nChanged 12
		SP:Iteration 2Q (157509.040000 sec): 3 clusters
  Score: Raw -24563.841891 + Penalty 1781.207650 = -22782.634241
  nChanged 7
		SP:Iteration 3Q (157509.250000 sec): 3 clusters
  Score: Raw -24585.195955 + Penalty 1781.207650 = -22803.988305
  nChanged 1
		SP:Iteration 4Q (157509.420000 sec): 3 clusters
  Score: Raw -24594.124907 + Penalty 1781.207650 = -22812.917257
  nChanged 1
		SP:Iteration 5Q (157509.550000 sec): 3 clusters
  Score: Raw -24595.817936 + Penalty 1781.207650 = -22814.610286
  nChanged 1
		SP:Iteration 6Q (157509.760000 sec): 3 clusters
  Score: Raw -24597.801476 + Penalty 1781.207650 = -22816.593826
  nChanged 0
		SP:Iteration 7F (157509.940000 sec): 3 clusters
  Score: Raw -24597.801476 + Penalty 1781.207650 = -22816.593826
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157510.100000 sec): 2 clusters
  Score: Raw -1638551.148567 + Penalty 1561.022729 = -1636990.125838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157510.370000 sec): 3 clusters
  Score: Raw -1629811.971139 + Penalty 3122.045459 = -1626689.925680
  nChanged 6657
		SP:Iteration 1F (157510.600000 sec): 3 clusters
  Score: Raw -1633578.571717 + Penalty 3122.045459 = -1630456.526258
  nChanged 988
		SP:Iteration 2F (157510.810000 sec): 3 clusters
  Score: Raw -1634059.666730 + Penalty 3122.045459 = -1630937.621271
  nChanged 902
		SP:Iteration 3F (157511.040000 sec): 3 clusters
  Score: Raw -1634493.972636 + Penalty 3122.045459 = -1631371.927177
  nChanged 847
		SP:Iteration 4F (157511.260000 sec): 3 clusters
  Score: Raw -1634940.767413 + Penalty 3122.045459 = -1631818.721954
  nChanged 811
		SP:Iteration 5F (157511.480000 sec): 3 clusters
  Score: Raw -1635371.933891 + Penalty 3122.045459 = -1632249.888432
  nChanged 710
		SP:Iteration 6Q (157511.800000 sec): 3 clusters
  Score: Raw -1635752.683967 + Penalty 3122.045459 = -1632630.638508
  nChanged 637
		SP:Iteration 7Q (157512.060000 sec): 3 clusters
  Score: Raw -1636084.470748 + Penalty 3122.045459 = -1632962.425289
  nChanged 628
		SP:Iteration 8Q (157512.260000 sec): 3 clusters
  Score: Raw -1636434.304404 + Penalty 3122.045459 = -1633312.258945
  nChanged 597
		SP:Iteration 9Q (157512.540000 sec): 3 clusters
  Score: Raw -1636816.949085 + Penalty 3122.045459 = -1633694.903626
  nChanged 579
		SP:Iteration 10Q (157512.780000 sec): 3 clusters
  Score: Raw -1637223.127987 + Penalty 3122.045459 = -1634101.082528
  nChanged 535
		SP:Iteration 11Q (157513.020000 sec): 3 clusters
  Score: Raw -1637611.307388 + Penalty 3122.045459 = -1634489.261929
  nChanged 456
		SP:Iteration 12Q (157513.300000 sec): 3 clusters
  Score: Raw -1637934.129979 + Penalty 3122.045459 = -1634812.084520
  nChanged 354
		SP:Iteration 13Q (157513.510000 sec): 3 clusters
  Score: Raw -1638148.415348 + Penalty 3122.045459 = -1635026.369889
  nChanged 283
		SP:Iteration 14Q (157513.780000 sec): 3 clusters
  Score: Raw -1638321.199811 + Penalty 3122.045459 = -1635199.154353
  nChanged 243
		SP:Iteration 15Q (157514.030000 sec): 3 clusters
  Score: Raw -1638463.318370 + Penalty 3122.045459 = -1635341.272911
  nChanged 206
		SP:Iteration 16Q (157514.270000 sec): 3 clusters
  Score: Raw -1638577.070808 + Penalty 3122.045459 = -1635455.025349
  nChanged 194
		SP:Iteration 17Q (157514.510000 sec): 3 clusters
  Score: Raw -1638694.623839 + Penalty 3122.045459 = -1635572.578380
  nChanged 174
		SP:Iteration 18Q (157514.800000 sec): 3 clusters
  Score: Raw -1638803.346903 + Penalty 3122.045459 = -1635681.301444
  nChanged 137
		SP:Iteration 19Q (157515.040000 sec): 3 clusters
  Score: Raw -1638885.560456 + Penalty 3122.045459 = -1635763.514997
  nChanged 104
		SP:Iteration 20F (157515.300000 sec): 3 clusters
  Score: Raw -1638953.192778 + Penalty 3122.045459 = -1635831.147319
  nChanged 83
		SP:Iteration 21Q (157515.520000 sec): 3 clusters
  Score: Raw -1639015.389410 + Penalty 3122.045459 = -1635893.343951
  nChanged 82
		SP:Iteration 22Q (157515.810000 sec): 3 clusters
  Score: Raw -1639072.302733 + Penalty 3122.045459 = -1635950.257274
  nChanged 69
		SP:Iteration 23Q (157516.060000 sec): 3 clusters
  Score: Raw -1639114.125553 + Penalty 3122.045459 = -1635992.080095
  nChanged 52
		SP:Iteration 24Q (157516.310000 sec): 3 clusters
  Score: Raw -1639144.466494 + Penalty 3122.045459 = -1636022.421035
  nChanged 45
		SP:Iteration 25Q (157516.540000 sec): 3 clusters
  Score: Raw -1639174.929526 + Penalty 3122.045459 = -1636052.884067
  nChanged 37
		SP:Iteration 26Q (157516.780000 sec): 3 clusters
  Score: Raw -1639202.070968 + Penalty 3122.045459 = -1636080.025509
  nChanged 33
		SP:Iteration 27Q (157517.080000 sec): 3 clusters
  Score: Raw -1639223.506440 + Penalty 3122.045459 = -1636101.460982
  nChanged 27
		SP:Iteration 28Q (157517.300000 sec): 3 clusters
  Score: Raw -1639240.574305 + Penalty 3122.045459 = -1636118.528846
  nChanged 21
		SP:Iteration 29Q (157517.580000 sec): 3 clusters
  Score: Raw -1639256.096440 + Penalty 3122.045459 = -1636134.050981
  nChanged 21
		SP:Iteration 30Q (157517.830000 sec): 3 clusters
  Score: Raw -1639272.839286 + Penalty 3122.045459 = -1636150.793827
  nChanged 18
		SP:Iteration 31Q (157518.050000 sec): 3 clusters
  Score: Raw -1639284.747995 + Penalty 3122.045459 = -1636162.702536
  nChanged 16
		SP:Iteration 32Q (157518.290000 sec): 3 clusters
  Score: Raw -1639295.979844 + Penalty 3122.045459 = -1636173.934385
  nChanged 12
		SP:Iteration 33Q (157518.530000 sec): 3 clusters
  Score: Raw -1639303.086292 + Penalty 3122.045459 = -1636181.040833
  nChanged 7
		SP:Iteration 34Q (157518.800000 sec): 3 clusters
  Score: Raw -1639306.605710 + Penalty 3122.045459 = -1636184.560251
  nChanged 6
		SP:Iteration 35Q (157519.000000 sec): 3 clusters
  Score: Raw -1639309.388037 + Penalty 3122.045459 = -1636187.342579
  nChanged 6
		SP:Iteration 36Q (157519.230000 sec): 3 clusters
  Score: Raw -1639312.724777 + Penalty 3122.045459 = -1636190.679318
  nChanged 3
		SP:Iteration 37Q (157519.490000 sec): 3 clusters
  Score: Raw -1639313.907142 + Penalty 3122.045459 = -1636191.861683
  nChanged 3
		SP:Iteration 38Q (157519.770000 sec): 3 clusters
  Score: Raw -1639315.840879 + Penalty 3122.045459 = -1636193.795420
  nChanged 1
		SP:Iteration 39Q (157520.030000 sec): 3 clusters
  Score: Raw -1639316.010719 + Penalty 3122.045459 = -1636193.965260
  nChanged 1
		SP:Iteration 40F (157520.250000 sec): 3 clusters
  Score: Raw -1639316.215637 + Penalty 3122.045459 = -1636194.170178
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157520.400000 sec): 2 clusters
  Score: Raw -391589.551010 + Penalty 1342.917187 = -390246.633823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157520.560000 sec): 3 clusters
  Score: Raw -389662.309007 + Penalty 2685.834373 = -386976.474634
  nChanged 1547
		SP:Iteration 1F (157520.760000 sec): 3 clusters
  Score: Raw -390640.119281 + Penalty 2685.834373 = -387954.284908
  nChanged 345
		SP:Iteration 2F (157520.960000 sec): 3 clusters
  Score: Raw -390913.080030 + Penalty 2685.834373 = -388227.245657
  nChanged 270
		SP:Iteration 3F (157521.130000 sec): 3 clusters
  Score: Raw -391105.572157 + Penalty 2685.834373 = -388419.737784
  nChanged 220
		SP:Iteration 4F (157521.330000 sec): 3 clusters
  Score: Raw -391283.091924 + Penalty 2685.834373 = -388597.257551
  nChanged 210
		SP:Iteration 5F (157521.490000 sec): 3 clusters
  Score: Raw -391454.979103 + Penalty 2685.834373 = -388769.144730
  nChanged 182
		SP:Iteration 6Q (157521.690000 sec): 3 clusters
  Score: Raw -391624.377779 + Penalty 2685.834373 = -388938.543406
  nChanged 205
		SP:Iteration 7F (157521.860000 sec): 3 clusters
  Score: Raw -391792.483861 + Penalty 2685.834373 = -389106.649488
  nChanged 146
		SP:Iteration 8Q (157522.030000 sec): 3 clusters
  Score: Raw -391910.646538 + Penalty 2685.834373 = -389224.812165
  nChanged 132
		SP:Iteration 9Q (157522.210000 sec): 3 clusters
  Score: Raw -392014.904845 + Penalty 2685.834373 = -389329.070472
  nChanged 96
		SP:Iteration 10Q (157522.380000 sec): 3 clusters
  Score: Raw -392085.760945 + Penalty 2685.834373 = -389399.926571
  nChanged 84
		SP:Iteration 11Q (157522.530000 sec): 3 clusters
  Score: Raw -392153.181513 + Penalty 2685.834373 = -389467.347140
  nChanged 72
		SP:Iteration 12Q (157522.690000 sec): 3 clusters
  Score: Raw -392210.047892 + Penalty 2685.834373 = -389524.213518
  nChanged 76
		SP:Iteration 13Q (157522.830000 sec): 3 clusters
  Score: Raw -392250.754495 + Penalty 2685.834373 = -389564.920122
  nChanged 61
		SP:Iteration 14Q (157522.960000 sec): 3 clusters
  Score: Raw -392281.387996 + Penalty 2685.834373 = -389595.553623
  nChanged 41
		SP:Iteration 15Q (157523.130000 sec): 3 clusters
  Score: Raw -392307.854076 + Penalty 2685.834373 = -389622.019703
  nChanged 45
		SP:Iteration 16Q (157523.310000 sec): 3 clusters
  Score: Raw -392332.210849 + Penalty 2685.834373 = -389646.376475
  nChanged 36
		SP:Iteration 17Q (157523.480000 sec): 3 clusters
  Score: Raw -392347.014531 + Penalty 2685.834373 = -389661.180158
  nChanged 28
		SP:Iteration 18Q (157523.680000 sec): 3 clusters
  Score: Raw -392357.588108 + Penalty 2685.834373 = -389671.753735
  nChanged 23
		SP:Iteration 19Q (157523.870000 sec): 3 clusters
  Score: Raw -392367.600214 + Penalty 2685.834373 = -389681.765841
  nChanged 21
		SP:Iteration 20F (157524.030000 sec): 3 clusters
  Score: Raw -392374.640996 + Penalty 2685.834373 = -389688.806623
  nChanged 14
		SP:Iteration 21Q (157524.220000 sec): 3 clusters
  Score: Raw -392377.605560 + Penalty 2685.834373 = -389691.771187
  nChanged 4
		SP:Iteration 22Q (157524.410000 sec): 3 clusters
  Score: Raw -392378.871085 + Penalty 2685.834373 = -389693.036712
  nChanged 5
		SP:Iteration 23Q (157524.580000 sec): 3 clusters
  Score: Raw -392379.841631 + Penalty 2685.834373 = -389694.007258
  nChanged 4
		SP:Iteration 24Q (157524.780000 sec): 3 clusters
  Score: Raw -392380.559323 + Penalty 2685.834373 = -389694.724950
  nChanged 3
		SP:Iteration 25Q (157524.930000 sec): 3 clusters
  Score: Raw -392381.343303 + Penalty 2685.834373 = -389695.508930
  nChanged 3
		SP:Iteration 26Q (157525.080000 sec): 3 clusters
  Score: Raw -392382.156909 + Penalty 2685.834373 = -389696.322536
  nChanged 4
		SP:Iteration 27Q (157525.280000 sec): 3 clusters
  Score: Raw -392383.359219 + Penalty 2685.834373 = -389697.524846
  nChanged 1
		SP:Iteration 28Q (157525.470000 sec): 3 clusters
  Score: Raw -392383.540323 + Penalty 2685.834373 = -389697.705950
  nChanged 0
		SP:Iteration 29F (157525.660000 sec): 3 clusters
  Score: Raw -392383.540323 + Penalty 2685.834373 = -389697.705950
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (130176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157526.610000 sec): 2 clusters
  Score: Raw -13680823.721894 + Penalty 1913.704432 = -13678910.017462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157527.550000 sec): 3 clusters
  Score: Raw -13595584.463615 + Penalty 3827.408864 = -13591757.054751
  nChanged 62695
		SP:Iteration 1F (157528.510000 sec): 3 clusters
  Score: Raw -13632954.222099 + Penalty 3827.408864 = -13629126.813234
  nChanged 4959
		SP:Iteration 2Q (157529.530000 sec): 3 clusters
  Score: Raw -13634625.793181 + Penalty 3827.408864 = -13630798.384317
  nChanged 5641
		SP:Iteration 3Q (157530.460000 sec): 3 clusters
  Score: Raw -13637094.295765 + Penalty 3827.408864 = -13633266.886901
  nChanged 6689
		SP:Iteration 4F (157531.290000 sec): 3 clusters
  Score: Raw -13640673.352652 + Penalty 3827.408864 = -13636845.943788
  nChanged 7783
		SP:Iteration 5F (157532.230000 sec): 3 clusters
  Score: Raw -13645606.730116 + Penalty 3827.408864 = -13641779.321251
  nChanged 8851
		SP:Iteration 6F (157533.220000 sec): 3 clusters
  Score: Raw -13652035.580385 + Penalty 3827.408864 = -13648208.171520
  nChanged 9332
		SP:Iteration 7F (157534.200000 sec): 3 clusters
  Score: Raw -13659521.974050 + Penalty 3827.408864 = -13655694.565185
  nChanged 8599
		SP:Iteration 8F (157535.090000 sec): 3 clusters
  Score: Raw -13666975.087522 + Penalty 3827.408864 = -13663147.678658
  nChanged 6730
		SP:Iteration 9F (157535.960000 sec): 3 clusters
  Score: Raw -13672872.668730 + Penalty 3827.408864 = -13669045.259866
  nChanged 4486
		SP:Iteration 10Q (157536.920000 sec): 3 clusters
  Score: Raw -13676548.808983 + Penalty 3827.408864 = -13672721.400119
  nChanged 2781
		SP:Iteration 11Q (157537.810000 sec): 3 clusters
  Score: Raw -13678672.961034 + Penalty 3827.408864 = -13674845.552169
  nChanged 1629
		SP:Iteration 12Q (157538.740000 sec): 3 clusters
  Score: Raw -13679831.000721 + Penalty 3827.408864 = -13676003.591857
  nChanged 997
		SP:Iteration 13Q (157539.720000 sec): 3 clusters
  Score: Raw -13680509.218102 + Penalty 3827.408864 = -13676681.809238
  nChanged 641
		SP:Iteration 14Q (157540.740000 sec): 3 clusters
  Score: Raw -13680902.894475 + Penalty 3827.408864 = -13677075.485610
  nChanged 413
		SP:Iteration 15Q (157541.700000 sec): 3 clusters
  Score: Raw -13681148.658955 + Penalty 3827.408864 = -13677321.250091
  nChanged 298
		SP:Iteration 16Q (157542.670000 sec): 3 clusters
  Score: Raw -13681329.784777 + Penalty 3827.408864 = -13677502.375912
  nChanged 213
		SP:Iteration 17Q (157543.610000 sec): 3 clusters
  Score: Raw -13681456.121409 + Penalty 3827.408864 = -13677628.712544
  nChanged 155
		SP:Iteration 18Q (157544.420000 sec): 3 clusters
  Score: Raw -13681543.278941 + Penalty 3827.408864 = -13677715.870076
  nChanged 127
		SP:Iteration 19Q (157545.290000 sec): 3 clusters
  Score: Raw -13681612.359721 + Penalty 3827.408864 = -13677784.950856
  nChanged 111
		SP:Iteration 20F (157546.160000 sec): 3 clusters
  Score: Raw -13681673.169938 + Penalty 3827.408864 = -13677845.761073
  nChanged 87
		SP:Iteration 21Q (157547.050000 sec): 3 clusters
  Score: Raw -13681724.764750 + Penalty 3827.408864 = -13677897.355886
  nChanged 74
		SP:Iteration 22Q (157547.880000 sec): 3 clusters
  Score: Raw -13681766.408825 + Penalty 3827.408864 = -13677938.999960
  nChanged 67
		SP:Iteration 23Q (157548.670000 sec): 3 clusters
  Score: Raw -13681801.677089 + Penalty 3827.408864 = -13677974.268225
  nChanged 65
		SP:Iteration 24Q (157549.560000 sec): 3 clusters
  Score: Raw -13681837.272345 + Penalty 3827.408864 = -13678009.863480
  nChanged 56
		SP:Iteration 25Q (157550.380000 sec): 3 clusters
  Score: Raw -13681862.864257 + Penalty 3827.408864 = -13678035.455392
  nChanged 40
		SP:Iteration 26Q (157551.200000 sec): 3 clusters
  Score: Raw -13681874.695458 + Penalty 3827.408864 = -13678047.286594
  nChanged 27
		SP:Iteration 27Q (157552.080000 sec): 3 clusters
  Score: Raw -13681881.955840 + Penalty 3827.408864 = -13678054.546976
  nChanged 17
		SP:Iteration 28Q (157552.930000 sec): 3 clusters
  Score: Raw -13681885.449065 + Penalty 3827.408864 = -13678058.040201
  nChanged 10
		SP:Iteration 29Q (157553.770000 sec): 3 clusters
  Score: Raw -13681888.198218 + Penalty 3827.408864 = -13678060.789354
  nChanged 5
		SP:Iteration 30Q (157554.620000 sec): 3 clusters
  Score: Raw -13681889.381594 + Penalty 3827.408864 = -13678061.972730
  nChanged 6
		SP:Iteration 31Q (157555.470000 sec): 3 clusters
  Score: Raw -13681891.077656 + Penalty 3827.408864 = -13678063.668791
  nChanged 7
		SP:Iteration 32Q (157556.300000 sec): 3 clusters
  Score: Raw -13681893.855569 + Penalty 3827.408864 = -13678066.446704
  nChanged 11
		SP:Iteration 33Q (157557.190000 sec): 3 clusters
  Score: Raw -13681897.353657 + Penalty 3827.408864 = -13678069.944793
  nChanged 10
		SP:Iteration 34Q (157558.050000 sec): 3 clusters
  Score: Raw -13681900.910985 + Penalty 3827.408864 = -13678073.502120
  nChanged 10
		SP:Iteration 35Q (157558.950000 sec): 3 clusters
  Score: Raw -13681902.961323 + Penalty 3827.408864 = -13678075.552459
  nChanged 12
		SP:Iteration 36Q (157559.890000 sec): 3 clusters
  Score: Raw -13681906.102521 + Penalty 3827.408864 = -13678078.693656
  nChanged 13
		SP:Iteration 37Q (157560.820000 sec): 3 clusters
  Score: Raw -13681909.318297 + Penalty 3827.408864 = -13678081.909432
  nChanged 10
		SP:Iteration 38Q (157561.690000 sec): 3 clusters
  Score: Raw -13681911.625523 + Penalty 3827.408864 = -13678084.216658
  nChanged 8
		SP:Iteration 39Q (157562.560000 sec): 3 clusters
  Score: Raw -13681913.171398 + Penalty 3827.408864 = -13678085.762534
  nChanged 6
		SP:Iteration 40F (157563.430000 sec): 3 clusters
  Score: Raw -13681914.625609 + Penalty 3827.408864 = -13678087.216745
  nChanged 6
		SP:Iteration 41Q (157564.350000 sec): 3 clusters
  Score: Raw -13681916.153222 + Penalty 3827.408864 = -13678088.744357
  nChanged 6
		SP:Iteration 42Q (157565.290000 sec): 3 clusters
  Score: Raw -13681917.492357 + Penalty 3827.408864 = -13678090.083493
  nChanged 3
		SP:Iteration 43Q (157566.120000 sec): 3 clusters
  Score: Raw -13681917.998229 + Penalty 3827.408864 = -13678090.589365
  nChanged 2
		SP:Iteration 44Q (157566.960000 sec): 3 clusters
  Score: Raw -13681918.772523 + Penalty 3827.408864 = -13678091.363659
  nChanged 3
		SP:Iteration 45Q (157567.790000 sec): 3 clusters
  Score: Raw -13681919.777369 + Penalty 3827.408864 = -13678092.368505
  nChanged 4
		SP:Iteration 46Q (157568.750000 sec): 3 clusters
  Score: Raw -13681920.516607 + Penalty 3827.408864 = -13678093.107742
  nChanged 1
		SP:Iteration 47Q (157569.740000 sec): 3 clusters
  Score: Raw -13681920.721615 + Penalty 3827.408864 = -13678093.312750
  nChanged 0
		SP:Iteration 48F (157570.750000 sec): 3 clusters
  Score: Raw -13681920.721615 + Penalty 3827.408864 = -13678093.312750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157570.940000 sec): 2 clusters
  Score: Raw -402090.925773 + Penalty 1334.718564 = -400756.207208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157571.140000 sec): 3 clusters
  Score: Raw -400228.531435 + Penalty 2669.437128 = -397559.094306
  nChanged 1426
		SP:Iteration 1F (157571.290000 sec): 3 clusters
  Score: Raw -401006.657531 + Penalty 2669.437128 = -398337.220402
  nChanged 325
		SP:Iteration 2F (157571.470000 sec): 3 clusters
  Score: Raw -401246.509982 + Penalty 2669.437128 = -398577.072854
  nChanged 249
		SP:Iteration 3F (157571.650000 sec): 3 clusters
  Score: Raw -401418.303349 + Penalty 2669.437128 = -398748.866220
  nChanged 201
		SP:Iteration 4F (157571.810000 sec): 3 clusters
  Score: Raw -401589.158916 + Penalty 2669.437128 = -398919.721787
  nChanged 197
		SP:Iteration 5F (157572.000000 sec): 3 clusters
  Score: Raw -401737.661195 + Penalty 2669.437128 = -399068.224067
  nChanged 182
		SP:Iteration 6Q (157572.190000 sec): 3 clusters
  Score: Raw -401865.349586 + Penalty 2669.437128 = -399195.912458
  nChanged 162
		SP:Iteration 7Q (157572.350000 sec): 3 clusters
  Score: Raw -401976.992144 + Penalty 2669.437128 = -399307.555015
  nChanged 134
		SP:Iteration 8Q (157572.560000 sec): 3 clusters
  Score: Raw -402072.954324 + Penalty 2669.437128 = -399403.517195
  nChanged 117
		SP:Iteration 9Q (157572.740000 sec): 3 clusters
  Score: Raw -402140.639116 + Penalty 2669.437128 = -399471.201987
  nChanged 96
		SP:Iteration 10Q (157572.940000 sec): 3 clusters
  Score: Raw -402190.110668 + Penalty 2669.437128 = -399520.673540
  nChanged 65
		SP:Iteration 11Q (157573.130000 sec): 3 clusters
  Score: Raw -402226.419329 + Penalty 2669.437128 = -399556.982201
  nChanged 45
		SP:Iteration 12Q (157573.320000 sec): 3 clusters
  Score: Raw -402250.312570 + Penalty 2669.437128 = -399580.875442
  nChanged 54
		SP:Iteration 13Q (157573.480000 sec): 3 clusters
  Score: Raw -402277.873833 + Penalty 2669.437128 = -399608.436705
  nChanged 46
		SP:Iteration 14Q (157573.690000 sec): 3 clusters
  Score: Raw -402299.239064 + Penalty 2669.437128 = -399629.801936
  nChanged 33
		SP:Iteration 15Q (157573.880000 sec): 3 clusters
  Score: Raw -402313.386582 + Penalty 2669.437128 = -399643.949454
  nChanged 27
		SP:Iteration 16Q (157574.060000 sec): 3 clusters
  Score: Raw -402329.376668 + Penalty 2669.437128 = -399659.939539
  nChanged 36
		SP:Iteration 17Q (157574.280000 sec): 3 clusters
  Score: Raw -402345.524014 + Penalty 2669.437128 = -399676.086886
  nChanged 25
		SP:Iteration 18Q (157574.440000 sec): 3 clusters
  Score: Raw -402358.151151 + Penalty 2669.437128 = -399688.714022
  nChanged 24
		SP:Iteration 19Q (157574.620000 sec): 3 clusters
  Score: Raw -402367.116964 + Penalty 2669.437128 = -399697.679835
  nChanged 12
		SP:Iteration 20F (157574.810000 sec): 3 clusters
  Score: Raw -402372.293985 + Penalty 2669.437128 = -399702.856856
  nChanged 12
		SP:Iteration 21Q (157574.970000 sec): 3 clusters
  Score: Raw -402378.004106 + Penalty 2669.437128 = -399708.566978
  nChanged 10
		SP:Iteration 22Q (157575.100000 sec): 3 clusters
  Score: Raw -402381.959360 + Penalty 2669.437128 = -399712.522232
  nChanged 12
		SP:Iteration 23Q (157575.310000 sec): 3 clusters
  Score: Raw -402385.400302 + Penalty 2669.437128 = -399715.963173
  nChanged 6
		SP:Iteration 24Q (157575.490000 sec): 3 clusters
  Score: Raw -402387.263487 + Penalty 2669.437128 = -399717.826359
  nChanged 8
		SP:Iteration 25Q (157575.650000 sec): 3 clusters
  Score: Raw -402390.302363 + Penalty 2669.437128 = -399720.865234
  nChanged 8
		SP:Iteration 26Q (157575.800000 sec): 3 clusters
  Score: Raw -402392.216381 + Penalty 2669.437128 = -399722.779253
  nChanged 5
		SP:Iteration 27Q (157575.990000 sec): 3 clusters
  Score: Raw -402394.136517 + Penalty 2669.437128 = -399724.699388
  nChanged 6
		SP:Iteration 28Q (157576.170000 sec): 3 clusters
  Score: Raw -402395.412454 + Penalty 2669.437128 = -399725.975325
  nChanged 1
		SP:Iteration 29Q (157576.320000 sec): 3 clusters
  Score: Raw -402395.641694 + Penalty 2669.437128 = -399726.204565
  nChanged 0
		SP:Iteration 30F (157576.490000 sec): 3 clusters
  Score: Raw -402395.641694 + Penalty 2669.437128 = -399726.204565
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157576.600000 sec): 2 clusters
  Score: Raw -351522.963185 + Penalty 1310.145329 = -350212.817856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157576.790000 sec): 3 clusters
  Score: Raw -350026.598567 + Penalty 2620.290657 = -347406.307910
  nChanged 1186
		SP:Iteration 1F (157576.990000 sec): 3 clusters
  Score: Raw -350691.817298 + Penalty 2620.290657 = -348071.526641
  nChanged 258
		SP:Iteration 2F (157577.210000 sec): 3 clusters
  Score: Raw -350858.261986 + Penalty 2620.290657 = -348237.971329
  nChanged 198
		SP:Iteration 3F (157577.360000 sec): 3 clusters
  Score: Raw -351012.612584 + Penalty 2620.290657 = -348392.321927
  nChanged 184
		SP:Iteration 4F (157577.530000 sec): 3 clusters
  Score: Raw -351164.295593 + Penalty 2620.290657 = -348544.004936
  nChanged 182
		SP:Iteration 5F (157577.700000 sec): 3 clusters
  Score: Raw -351318.841676 + Penalty 2620.290657 = -348698.551019
  nChanged 170
		SP:Iteration 6F (157577.850000 sec): 3 clusters
  Score: Raw -351457.383110 + Penalty 2620.290657 = -348837.092453
  nChanged 135
		SP:Iteration 7Q (157578.070000 sec): 3 clusters
  Score: Raw -351560.579284 + Penalty 2620.290657 = -348940.288626
  nChanged 111
		SP:Iteration 8Q (157578.210000 sec): 3 clusters
  Score: Raw -351647.815714 + Penalty 2620.290657 = -349027.525057
  nChanged 104
		SP:Iteration 9Q (157578.390000 sec): 3 clusters
  Score: Raw -351718.499769 + Penalty 2620.290657 = -349098.209112
  nChanged 77
		SP:Iteration 10Q (157578.550000 sec): 3 clusters
  Score: Raw -351772.635348 + Penalty 2620.290657 = -349152.344691
  nChanged 58
		SP:Iteration 11Q (157578.740000 sec): 3 clusters
  Score: Raw -351807.484387 + Penalty 2620.290657 = -349187.193730
  nChanged 44
		SP:Iteration 12Q (157578.910000 sec): 3 clusters
  Score: Raw -351832.856069 + Penalty 2620.290657 = -349212.565411
  nChanged 32
		SP:Iteration 13Q (157579.080000 sec): 3 clusters
  Score: Raw -351852.607218 + Penalty 2620.290657 = -349232.316560
  nChanged 27
		SP:Iteration 14Q (157579.250000 sec): 3 clusters
  Score: Raw -351867.355459 + Penalty 2620.290657 = -349247.064802
  nChanged 21
		SP:Iteration 15Q (157579.420000 sec): 3 clusters
  Score: Raw -351876.524048 + Penalty 2620.290657 = -349256.233391
  nChanged 13
		SP:Iteration 16Q (157579.570000 sec): 3 clusters
  Score: Raw -351880.719635 + Penalty 2620.290657 = -349260.428978
  nChanged 7
		SP:Iteration 17Q (157579.760000 sec): 3 clusters
  Score: Raw -351882.801000 + Penalty 2620.290657 = -349262.510343
  nChanged 6
		SP:Iteration 18Q (157579.920000 sec): 3 clusters
  Score: Raw -351884.572826 + Penalty 2620.290657 = -349264.282169
  nChanged 5
		SP:Iteration 19Q (157580.110000 sec): 3 clusters
  Score: Raw -351885.936987 + Penalty 2620.290657 = -349265.646330
  nChanged 2
		SP:Iteration 20F (157580.260000 sec): 3 clusters
  Score: Raw -351886.551255 + Penalty 2620.290657 = -349266.260598
  nChanged 3
		SP:Iteration 21Q (157580.450000 sec): 3 clusters
  Score: Raw -351888.070943 + Penalty 2620.290657 = -349267.780286
  nChanged 4
		SP:Iteration 22Q (157580.640000 sec): 3 clusters
  Score: Raw -351889.340701 + Penalty 2620.290657 = -349269.050044
  nChanged 3
		SP:Iteration 23Q (157580.820000 sec): 3 clusters
  Score: Raw -351890.830962 + Penalty 2620.290657 = -349270.540305
  nChanged 0
		SP:Iteration 24F (157581.020000 sec): 3 clusters
  Score: Raw -351890.830962 + Penalty 2620.290657 = -349270.540305
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157581.130000 sec): 2 clusters
  Score: Raw -363683.888663 + Penalty 1316.965213 = -362366.923450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157581.330000 sec): 3 clusters
  Score: Raw -362102.818136 + Penalty 2633.930425 = -359468.887711
  nChanged 1266
		SP:Iteration 1F (157581.530000 sec): 3 clusters
  Score: Raw -362888.530847 + Penalty 2633.930425 = -360254.600422
  nChanged 281
		SP:Iteration 2F (157581.710000 sec): 3 clusters
  Score: Raw -363080.408346 + Penalty 2633.930425 = -360446.477921
  nChanged 197
		SP:Iteration 3F (157581.910000 sec): 3 clusters
  Score: Raw -363203.153364 + Penalty 2633.930425 = -360569.222939
  nChanged 152
		SP:Iteration 4Q (157582.110000 sec): 3 clusters
  Score: Raw -363301.342390 + Penalty 2633.930425 = -360667.411965
  nChanged 146
		SP:Iteration 5Q (157582.300000 sec): 3 clusters
  Score: Raw -363399.151057 + Penalty 2633.930425 = -360765.220632
  nChanged 136
		SP:Iteration 6Q (157582.470000 sec): 3 clusters
  Score: Raw -363497.249314 + Penalty 2633.930425 = -360863.318889
  nChanged 135
		SP:Iteration 7Q (157582.650000 sec): 3 clusters
  Score: Raw -363595.901812 + Penalty 2633.930425 = -360961.971387
  nChanged 113
		SP:Iteration 8Q (157582.850000 sec): 3 clusters
  Score: Raw -363679.038562 + Penalty 2633.930425 = -361045.108137
  nChanged 107
		SP:Iteration 9Q (157583.050000 sec): 3 clusters
  Score: Raw -363752.906858 + Penalty 2633.930425 = -361118.976433
  nChanged 97
		SP:Iteration 10Q (157583.240000 sec): 3 clusters
  Score: Raw -363813.885044 + Penalty 2633.930425 = -361179.954619
  nChanged 73
		SP:Iteration 11Q (157583.450000 sec): 3 clusters
  Score: Raw -363868.661348 + Penalty 2633.930425 = -361234.730923
  nChanged 63
		SP:Iteration 12Q (157583.640000 sec): 3 clusters
  Score: Raw -363915.470532 + Penalty 2633.930425 = -361281.540107
  nChanged 57
		SP:Iteration 13Q (157583.840000 sec): 3 clusters
  Score: Raw -363951.984012 + Penalty 2633.930425 = -361318.053587
  nChanged 39
		SP:Iteration 14Q (157584.030000 sec): 3 clusters
  Score: Raw -363976.776502 + Penalty 2633.930425 = -361342.846077
  nChanged 41
		SP:Iteration 15Q (157584.220000 sec): 3 clusters
  Score: Raw -363999.330224 + Penalty 2633.930425 = -361365.399799
  nChanged 41
		SP:Iteration 16Q (157584.380000 sec): 3 clusters
  Score: Raw -364018.348169 + Penalty 2633.930425 = -361384.417744
  nChanged 28
		SP:Iteration 17Q (157584.580000 sec): 3 clusters
  Score: Raw -364032.281964 + Penalty 2633.930425 = -361398.351539
  nChanged 20
		SP:Iteration 18Q (157584.760000 sec): 3 clusters
  Score: Raw -364041.085877 + Penalty 2633.930425 = -361407.155452
  nChanged 19
		SP:Iteration 19Q (157584.950000 sec): 3 clusters
  Score: Raw -364051.136934 + Penalty 2633.930425 = -361417.206509
  nChanged 27
		SP:Iteration 20F (157585.100000 sec): 3 clusters
  Score: Raw -364068.371036 + Penalty 2633.930425 = -361434.440611
  nChanged 28
		SP:Iteration 21Q (157585.270000 sec): 3 clusters
  Score: Raw -364091.262044 + Penalty 2633.930425 = -361457.331619
  nChanged 21
		SP:Iteration 22Q (157585.440000 sec): 3 clusters
  Score: Raw -364110.561586 + Penalty 2633.930425 = -361476.631161
  nChanged 28
		SP:Iteration 23Q (157585.590000 sec): 3 clusters
  Score: Raw -364153.373158 + Penalty 2633.930425 = -361519.442733
  nChanged 34
		SP:Iteration 24Q (157585.770000 sec): 3 clusters
  Score: Raw -364230.573005 + Penalty 2633.930425 = -361596.642580
  nChanged 49
		SP:Iteration 25Q (157585.940000 sec): 3 clusters
  Score: Raw -364286.326407 + Penalty 2633.930425 = -361652.395982
  nChanged 42
		SP:Iteration 26Q (157586.100000 sec): 3 clusters
  Score: Raw -364321.941679 + Penalty 2633.930425 = -361688.011254
  nChanged 33
		SP:Iteration 27Q (157586.320000 sec): 3 clusters
  Score: Raw -364340.503548 + Penalty 2633.930425 = -361706.573123
  nChanged 16
		SP:Iteration 28Q (157586.480000 sec): 3 clusters
  Score: Raw -364346.655719 + Penalty 2633.930425 = -361712.725294
  nChanged 10
		SP:Iteration 29Q (157586.670000 sec): 3 clusters
  Score: Raw -364351.503298 + Penalty 2633.930425 = -361717.572873
  nChanged 9
		SP:Iteration 30Q (157586.870000 sec): 3 clusters
  Score: Raw -364354.661224 + Penalty 2633.930425 = -361720.730799
  nChanged 6
		SP:Iteration 31Q (157587.060000 sec): 3 clusters
  Score: Raw -364359.911923 + Penalty 2633.930425 = -361725.981498
  nChanged 6
		SP:Iteration 32Q (157587.240000 sec): 3 clusters
  Score: Raw -364361.991201 + Penalty 2633.930425 = -361728.060776
  nChanged 8
		SP:Iteration 33Q (157587.440000 sec): 3 clusters
  Score: Raw -364365.621836 + Penalty 2633.930425 = -361731.691411
  nChanged 5
		SP:Iteration 34Q (157587.620000 sec): 3 clusters
  Score: Raw -364367.746659 + Penalty 2633.930425 = -361733.816234
  nChanged 3
		SP:Iteration 35Q (157587.810000 sec): 3 clusters
  Score: Raw -364368.653250 + Penalty 2633.930425 = -361734.722825
  nChanged 0
		SP:Iteration 36F (157587.970000 sec): 3 clusters
  Score: Raw -364368.653250 + Penalty 2633.930425 = -361734.722825
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157588.120000 sec): 2 clusters
  Score: Raw -612857.242380 + Penalty 1414.076890 = -611443.165490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157588.270000 sec): 3 clusters
  Score: Raw -609709.243547 + Penalty 2828.153779 = -606881.089768
  nChanged 2455
		SP:Iteration 1F (157588.460000 sec): 3 clusters
  Score: Raw -611140.265601 + Penalty 2828.153779 = -608312.111822
  nChanged 462
		SP:Iteration 2F (157588.620000 sec): 3 clusters
  Score: Raw -611424.099041 + Penalty 2828.153779 = -608595.945262
  nChanged 361
		SP:Iteration 3F (157588.800000 sec): 3 clusters
  Score: Raw -611644.631073 + Penalty 2828.153779 = -608816.477294
  nChanged 287
		SP:Iteration 4Q (157588.990000 sec): 3 clusters
  Score: Raw -611821.152525 + Penalty 2828.153779 = -608992.998746
  nChanged 244
		SP:Iteration 5Q (157589.200000 sec): 3 clusters
  Score: Raw -611947.954498 + Penalty 2828.153779 = -609119.800718
  nChanged 202
		SP:Iteration 6Q (157589.420000 sec): 3 clusters
  Score: Raw -612044.408723 + Penalty 2828.153779 = -609216.254944
  nChanged 174
		SP:Iteration 7Q (157589.600000 sec): 3 clusters
  Score: Raw -612121.707376 + Penalty 2828.153779 = -609293.553597
  nChanged 155
		SP:Iteration 8Q (157589.800000 sec): 3 clusters
  Score: Raw -612188.344094 + Penalty 2828.153779 = -609360.190315
  nChanged 126
		SP:Iteration 9Q (157589.960000 sec): 3 clusters
  Score: Raw -612226.235214 + Penalty 2828.153779 = -609398.081435
  nChanged 87
		SP:Iteration 10Q (157590.160000 sec): 3 clusters
  Score: Raw -612257.689565 + Penalty 2828.153779 = -609429.535785
  nChanged 98
		SP:Iteration 11Q (157590.340000 sec): 3 clusters
  Score: Raw -612289.937611 + Penalty 2828.153779 = -609461.783831
  nChanged 84
		SP:Iteration 12Q (157590.560000 sec): 3 clusters
  Score: Raw -612316.940857 + Penalty 2828.153779 = -609488.787077
  nChanged 74
		SP:Iteration 13Q (157590.760000 sec): 3 clusters
  Score: Raw -612340.454187 + Penalty 2828.153779 = -609512.300408
  nChanged 71
		SP:Iteration 14Q (157590.980000 sec): 3 clusters
  Score: Raw -612361.725322 + Penalty 2828.153779 = -609533.571543
  nChanged 66
		SP:Iteration 15Q (157591.160000 sec): 3 clusters
  Score: Raw -612381.474599 + Penalty 2828.153779 = -609553.320820
  nChanged 76
		SP:Iteration 16Q (157591.380000 sec): 3 clusters
  Score: Raw -612405.663878 + Penalty 2828.153779 = -609577.510099
  nChanged 80
		SP:Iteration 17Q (157591.580000 sec): 3 clusters
  Score: Raw -612433.201451 + Penalty 2828.153779 = -609605.047672
  nChanged 73
		SP:Iteration 18Q (157591.760000 sec): 3 clusters
  Score: Raw -612460.185861 + Penalty 2828.153779 = -609632.032081
  nChanged 83
		SP:Iteration 19Q (157591.940000 sec): 3 clusters
  Score: Raw -612490.351682 + Penalty 2828.153779 = -609662.197903
  nChanged 76
		SP:Iteration 20F (157592.180000 sec): 3 clusters
  Score: Raw -612519.645474 + Penalty 2828.153779 = -609691.491695
  nChanged 77
		SP:Iteration 21Q (157592.340000 sec): 3 clusters
  Score: Raw -612548.923209 + Penalty 2828.153779 = -609720.769430
  nChanged 76
		SP:Iteration 22Q (157592.560000 sec): 3 clusters
  Score: Raw -612580.784569 + Penalty 2828.153779 = -609752.630790
  nChanged 91
		SP:Iteration 23Q (157592.760000 sec): 3 clusters
  Score: Raw -612622.313345 + Penalty 2828.153779 = -609794.159566
  nChanged 102
		SP:Iteration 24Q (157593.000000 sec): 3 clusters
  Score: Raw -612667.609123 + Penalty 2828.153779 = -609839.455344
  nChanged 90
		SP:Iteration 25Q (157593.140000 sec): 3 clusters
  Score: Raw -612710.549586 + Penalty 2828.153779 = -609882.395807
  nChanged 99
		SP:Iteration 26Q (157593.340000 sec): 3 clusters
  Score: Raw -612754.745486 + Penalty 2828.153779 = -609926.591706
  nChanged 84
		SP:Iteration 27Q (157593.550000 sec): 3 clusters
  Score: Raw -612787.677990 + Penalty 2828.153779 = -609959.524210
  nChanged 75
		SP:Iteration 28Q (157593.740000 sec): 3 clusters
  Score: Raw -612825.984667 + Penalty 2828.153779 = -609997.830888
  nChanged 67
		SP:Iteration 29Q (157593.920000 sec): 3 clusters
  Score: Raw -612860.346867 + Penalty 2828.153779 = -610032.193087
  nChanged 70
		SP:Iteration 30Q (157594.100000 sec): 3 clusters
  Score: Raw -612901.709300 + Penalty 2828.153779 = -610073.555521
  nChanged 84
		SP:Iteration 31Q (157594.300000 sec): 3 clusters
  Score: Raw -612949.773401 + Penalty 2828.153779 = -610121.619622
  nChanged 62
		SP:Iteration 32Q (157594.510000 sec): 3 clusters
  Score: Raw -612988.864301 + Penalty 2828.153779 = -610160.710522
  nChanged 67
		SP:Iteration 33Q (157594.730000 sec): 3 clusters
  Score: Raw -613042.312298 + Penalty 2828.153779 = -610214.158519
  nChanged 71
		SP:Iteration 34Q (157594.930000 sec): 3 clusters
  Score: Raw -613092.705378 + Penalty 2828.153779 = -610264.551599
  nChanged 59
		SP:Iteration 35Q (157595.130000 sec): 3 clusters
  Score: Raw -613134.696863 + Penalty 2828.153779 = -610306.543084
  nChanged 49
		SP:Iteration 36Q (157595.330000 sec): 3 clusters
  Score: Raw -613160.589558 + Penalty 2828.153779 = -610332.435779
  nChanged 32
		SP:Iteration 37Q (157595.520000 sec): 3 clusters
  Score: Raw -613173.792128 + Penalty 2828.153779 = -610345.638348
  nChanged 19
		SP:Iteration 38Q (157595.670000 sec): 3 clusters
  Score: Raw -613180.254201 + Penalty 2828.153779 = -610352.100421
  nChanged 14
		SP:Iteration 39Q (157595.880000 sec): 3 clusters
  Score: Raw -613184.666307 + Penalty 2828.153779 = -610356.512528
  nChanged 11
		SP:Iteration 40F (157596.090000 sec): 3 clusters
  Score: Raw -613188.115322 + Penalty 2828.153779 = -610359.961542
  nChanged 9
		SP:Iteration 41Q (157596.250000 sec): 3 clusters
  Score: Raw -613192.296747 + Penalty 2828.153779 = -610364.142968
  nChanged 9
		SP:Iteration 42Q (157596.440000 sec): 3 clusters
  Score: Raw -613196.276003 + Penalty 2828.153779 = -610368.122224
  nChanged 13
		SP:Iteration 43Q (157596.630000 sec): 3 clusters
  Score: Raw -613205.111842 + Penalty 2828.153779 = -610376.958063
  nChanged 12
		SP:Iteration 44Q (157596.850000 sec): 3 clusters
  Score: Raw -613211.913847 + Penalty 2828.153779 = -610383.760068
  nChanged 9
		SP:Iteration 45Q (157597.020000 sec): 3 clusters
  Score: Raw -613218.577118 + Penalty 2828.153779 = -610390.423339
  nChanged 13
		SP:Iteration 46Q (157597.240000 sec): 3 clusters
  Score: Raw -613226.535711 + Penalty 2828.153779 = -610398.381932
  nChanged 16
		SP:Iteration 47Q (157597.430000 sec): 3 clusters
  Score: Raw -613235.355640 + Penalty 2828.153779 = -610407.201861
  nChanged 15
		SP:Iteration 48Q (157597.620000 sec): 3 clusters
  Score: Raw -613250.184494 + Penalty 2828.153779 = -610422.030715
  nChanged 19
		SP:Iteration 49Q (157597.780000 sec): 3 clusters
  Score: Raw -613266.638488 + Penalty 2828.153779 = -610438.484708
  nChanged 16
		SP:Iteration 50Q (157597.980000 sec): 3 clusters
  Score: Raw -613275.179883 + Penalty 2828.153779 = -610447.026103
  nChanged 12
		SP:Iteration 51Q (157598.120000 sec): 3 clusters
  Score: Raw -613282.316864 + Penalty 2828.153779 = -610454.163085
  nChanged 16
		SP:Iteration 52Q (157598.360000 sec): 3 clusters
  Score: Raw -613291.861829 + Penalty 2828.153779 = -610463.708050
  nChanged 9
		SP:Iteration 53Q (157598.540000 sec): 3 clusters
  Score: Raw -613295.200169 + Penalty 2828.153779 = -610467.046390
  nChanged 9
		SP:Iteration 54Q (157598.700000 sec): 3 clusters
  Score: Raw -613299.103314 + Penalty 2828.153779 = -610470.949535
  nChanged 5
		SP:Iteration 55Q (157598.850000 sec): 3 clusters
  Score: Raw -613300.943290 + Penalty 2828.153779 = -610472.789511
  nChanged 5
		SP:Iteration 56Q (157599.050000 sec): 3 clusters
  Score: Raw -613302.079000 + Penalty 2828.153779 = -610473.925221
  nChanged 0
		SP:Iteration 57F (157599.190000 sec): 3 clusters
  Score: Raw -613302.079000 + Penalty 2828.153779 = -610473.925221
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157599.330000 sec): 2 clusters
  Score: Raw -879553.888846 + Penalty 1471.224066 = -878082.664780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157599.550000 sec): 3 clusters
  Score: Raw -874795.257815 + Penalty 2942.448133 = -871852.809682
  nChanged 3699
		SP:Iteration 1F (157599.780000 sec): 3 clusters
  Score: Raw -877002.088663 + Penalty 2942.448133 = -874059.640531
  nChanged 583
		SP:Iteration 2F (157599.980000 sec): 3 clusters
  Score: Raw -877324.812139 + Penalty 2942.448133 = -874382.364007
  nChanged 489
		SP:Iteration 3F (157600.190000 sec): 3 clusters
  Score: Raw -877585.124124 + Penalty 2942.448133 = -874642.675992
  nChanged 417
		SP:Iteration 4Q (157600.400000 sec): 3 clusters
  Score: Raw -877796.542305 + Penalty 2942.448133 = -874854.094172
  nChanged 391
		SP:Iteration 5Q (157600.610000 sec): 3 clusters
  Score: Raw -877994.442854 + Penalty 2942.448133 = -875051.994722
  nChanged 330
		SP:Iteration 6Q (157600.760000 sec): 3 clusters
  Score: Raw -878152.027452 + Penalty 2942.448133 = -875209.579319
  nChanged 298
		SP:Iteration 7Q (157600.990000 sec): 3 clusters
  Score: Raw -878295.023179 + Penalty 2942.448133 = -875352.575047
  nChanged 251
		SP:Iteration 8Q (157601.210000 sec): 3 clusters
  Score: Raw -878412.296417 + Penalty 2942.448133 = -875469.848284
  nChanged 262
		SP:Iteration 9Q (157601.410000 sec): 3 clusters
  Score: Raw -878534.501075 + Penalty 2942.448133 = -875592.052942
  nChanged 239
		SP:Iteration 10Q (157601.610000 sec): 3 clusters
  Score: Raw -878643.634481 + Penalty 2942.448133 = -875701.186349
  nChanged 209
		SP:Iteration 11Q (157601.840000 sec): 3 clusters
  Score: Raw -878724.937451 + Penalty 2942.448133 = -875782.489318
  nChanged 165
		SP:Iteration 12Q (157602.060000 sec): 3 clusters
  Score: Raw -878796.561701 + Penalty 2942.448133 = -875854.113568
  nChanged 174
		SP:Iteration 13Q (157602.260000 sec): 3 clusters
  Score: Raw -878867.646566 + Penalty 2942.448133 = -875925.198434
  nChanged 156
		SP:Iteration 14Q (157602.490000 sec): 3 clusters
  Score: Raw -878927.613495 + Penalty 2942.448133 = -875985.165363
  nChanged 124
		SP:Iteration 15Q (157602.710000 sec): 3 clusters
  Score: Raw -878972.854254 + Penalty 2942.448133 = -876030.406121
  nChanged 123
		SP:Iteration 16Q (157602.920000 sec): 3 clusters
  Score: Raw -879014.025427 + Penalty 2942.448133 = -876071.577294
  nChanged 114
		SP:Iteration 17Q (157603.130000 sec): 3 clusters
  Score: Raw -879049.019113 + Penalty 2942.448133 = -876106.570980
  nChanged 86
		SP:Iteration 18Q (157603.320000 sec): 3 clusters
  Score: Raw -879069.816048 + Penalty 2942.448133 = -876127.367915
  nChanged 63
		SP:Iteration 19Q (157603.480000 sec): 3 clusters
  Score: Raw -879084.549661 + Penalty 2942.448133 = -876142.101528
  nChanged 56
		SP:Iteration 20F (157603.700000 sec): 3 clusters
  Score: Raw -879097.630666 + Penalty 2942.448133 = -876155.182533
  nChanged 48
		SP:Iteration 21Q (157603.850000 sec): 3 clusters
  Score: Raw -879106.808506 + Penalty 2942.448133 = -876164.360374
  nChanged 35
		SP:Iteration 22Q (157604.070000 sec): 3 clusters
  Score: Raw -879114.341566 + Penalty 2942.448133 = -876171.893434
  nChanged 35
		SP:Iteration 23Q (157604.240000 sec): 3 clusters
  Score: Raw -879121.530405 + Penalty 2942.448133 = -876179.082272
  nChanged 31
		SP:Iteration 24Q (157604.440000 sec): 3 clusters
  Score: Raw -879125.955155 + Penalty 2942.448133 = -876183.507022
  nChanged 20
		SP:Iteration 25Q (157604.600000 sec): 3 clusters
  Score: Raw -879130.183477 + Penalty 2942.448133 = -876187.735345
  nChanged 15
		SP:Iteration 26Q (157604.810000 sec): 3 clusters
  Score: Raw -879132.335871 + Penalty 2942.448133 = -876189.887738
  nChanged 12
		SP:Iteration 27Q (157604.980000 sec): 3 clusters
  Score: Raw -879134.749658 + Penalty 2942.448133 = -876192.301526
  nChanged 17
		SP:Iteration 28Q (157605.210000 sec): 3 clusters
  Score: Raw -879138.416997 + Penalty 2942.448133 = -876195.968864
  nChanged 19
		SP:Iteration 29Q (157605.420000 sec): 3 clusters
  Score: Raw -879142.002469 + Penalty 2942.448133 = -876199.554336
  nChanged 20
		SP:Iteration 30Q (157605.670000 sec): 3 clusters
  Score: Raw -879145.165415 + Penalty 2942.448133 = -876202.717282
  nChanged 19
		SP:Iteration 31Q (157605.860000 sec): 3 clusters
  Score: Raw -879148.057283 + Penalty 2942.448133 = -876205.609150
  nChanged 24
		SP:Iteration 32Q (157606.060000 sec): 3 clusters
  Score: Raw -879151.561536 + Penalty 2942.448133 = -876209.113404
  nChanged 14
		SP:Iteration 33Q (157606.240000 sec): 3 clusters
  Score: Raw -879153.049898 + Penalty 2942.448133 = -876210.601766
  nChanged 7
		SP:Iteration 34Q (157606.410000 sec): 3 clusters
  Score: Raw -879153.956954 + Penalty 2942.448133 = -876211.508821
  nChanged 9
		SP:Iteration 35Q (157606.580000 sec): 3 clusters
  Score: Raw -879155.227133 + Penalty 2942.448133 = -876212.779000
  nChanged 6
		SP:Iteration 36Q (157606.810000 sec): 3 clusters
  Score: Raw -879156.219039 + Penalty 2942.448133 = -876213.770906
  nChanged 8
		SP:Iteration 37Q (157607.010000 sec): 3 clusters
  Score: Raw -879157.266902 + Penalty 2942.448133 = -876214.818769
  nChanged 7
		SP:Iteration 38Q (157607.240000 sec): 3 clusters
  Score: Raw -879158.350753 + Penalty 2942.448133 = -876215.902621
  nChanged 8
		SP:Iteration 39Q (157607.460000 sec): 3 clusters
  Score: Raw -879159.354565 + Penalty 2942.448133 = -876216.906433
  nChanged 5
		SP:Iteration 40F (157607.670000 sec): 3 clusters
  Score: Raw -879159.811171 + Penalty 2942.448133 = -876217.363039
  nChanged 2
		SP:Iteration 41Q (157607.860000 sec): 3 clusters
  Score: Raw -879160.166622 + Penalty 2942.448133 = -876217.718490
  nChanged 4
		SP:Iteration 42Q (157608.100000 sec): 3 clusters
  Score: Raw -879160.934760 + Penalty 2942.448133 = -876218.486627
  nChanged 6
		SP:Iteration 43Q (157608.310000 sec): 3 clusters
  Score: Raw -879161.672322 + Penalty 2942.448133 = -876219.224189
  nChanged 3
		SP:Iteration 44Q (157608.530000 sec): 3 clusters
  Score: Raw -879161.973569 + Penalty 2942.448133 = -876219.525436
  nChanged 2
		SP:Iteration 45Q (157608.670000 sec): 3 clusters
  Score: Raw -879162.173216 + Penalty 2942.448133 = -876219.725084
  nChanged 2
		SP:Iteration 46Q (157608.870000 sec): 3 clusters
  Score: Raw -879162.400934 + Penalty 2942.448133 = -876219.952802
  nChanged 2
		SP:Iteration 47Q (157609.010000 sec): 3 clusters
  Score: Raw -879162.671691 + Penalty 2942.448133 = -876220.223559
  nChanged 3
		SP:Iteration 48Q (157609.230000 sec): 3 clusters
  Score: Raw -879162.866069 + Penalty 2942.448133 = -876220.417936
  nChanged 0
		SP:Iteration 49F (157609.420000 sec): 3 clusters
  Score: Raw -879162.866069 + Penalty 2942.448133 = -876220.417936
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157609.550000 sec): 2 clusters
  Score: Raw -857396.774743 + Penalty 1451.634688 = -855945.140055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157609.770000 sec): 3 clusters
  Score: Raw -853252.038876 + Penalty 2903.269377 = -850348.769499
  nChanged 3210
		SP:Iteration 1F (157609.940000 sec): 3 clusters
  Score: Raw -854907.595260 + Penalty 2903.269377 = -852004.325883
  nChanged 438
		SP:Iteration 2F (157610.190000 sec): 3 clusters
  Score: Raw -855101.075453 + Penalty 2903.269377 = -852197.806077
  nChanged 363
		SP:Iteration 3Q (157610.360000 sec): 3 clusters
  Score: Raw -855248.786321 + Penalty 2903.269377 = -852345.516944
  nChanged 285
		SP:Iteration 4Q (157610.620000 sec): 3 clusters
  Score: Raw -855362.681025 + Penalty 2903.269377 = -852459.411649
  nChanged 254
		SP:Iteration 5Q (157610.810000 sec): 3 clusters
  Score: Raw -855460.461775 + Penalty 2903.269377 = -852557.192398
  nChanged 214
		SP:Iteration 6Q (157611.030000 sec): 3 clusters
  Score: Raw -855543.633701 + Penalty 2903.269377 = -852640.364325
  nChanged 192
		SP:Iteration 7Q (157611.240000 sec): 3 clusters
  Score: Raw -855617.765545 + Penalty 2903.269377 = -852714.496169
  nChanged 191
		SP:Iteration 8Q (157611.460000 sec): 3 clusters
  Score: Raw -855714.163657 + Penalty 2903.269377 = -852810.894281
  nChanged 212
		SP:Iteration 9Q (157611.650000 sec): 3 clusters
  Score: Raw -855826.658538 + Penalty 2903.269377 = -852923.389161
  nChanged 241
		SP:Iteration 10Q (157611.880000 sec): 3 clusters
  Score: Raw -855969.216306 + Penalty 2903.269377 = -853065.946929
  nChanged 253
		SP:Iteration 11Q (157612.080000 sec): 3 clusters
  Score: Raw -856108.714170 + Penalty 2903.269377 = -853205.444793
  nChanged 247
		SP:Iteration 12Q (157612.250000 sec): 3 clusters
  Score: Raw -856259.366467 + Penalty 2903.269377 = -853356.097090
  nChanged 264
		SP:Iteration 13Q (157612.460000 sec): 3 clusters
  Score: Raw -856439.957009 + Penalty 2903.269377 = -853536.687632
  nChanged 251
		SP:Iteration 14Q (157612.650000 sec): 3 clusters
  Score: Raw -856602.546522 + Penalty 2903.269377 = -853699.277145
  nChanged 230
		SP:Iteration 15Q (157612.850000 sec): 3 clusters
  Score: Raw -856759.415621 + Penalty 2903.269377 = -853856.146244
  nChanged 225
		SP:Iteration 16Q (157613.060000 sec): 3 clusters
  Score: Raw -856927.610478 + Penalty 2903.269377 = -854024.341101
  nChanged 214
		SP:Iteration 17Q (157613.230000 sec): 3 clusters
  Score: Raw -857091.886279 + Penalty 2903.269377 = -854188.616903
  nChanged 187
		SP:Iteration 18Q (157613.400000 sec): 3 clusters
  Score: Raw -857217.012197 + Penalty 2903.269377 = -854313.742821
  nChanged 152
		SP:Iteration 19Q (157613.570000 sec): 3 clusters
  Score: Raw -857320.567424 + Penalty 2903.269377 = -854417.298047
  nChanged 144
		SP:Iteration 20F (157613.760000 sec): 3 clusters
  Score: Raw -857433.107366 + Penalty 2903.269377 = -854529.837989
  nChanged 137
		SP:Iteration 21Q (157613.930000 sec): 3 clusters
  Score: Raw -857533.708352 + Penalty 2903.269377 = -854630.438975
  nChanged 119
		SP:Iteration 22Q (157614.090000 sec): 3 clusters
  Score: Raw -857609.387349 + Penalty 2903.269377 = -854706.117972
  nChanged 89
		SP:Iteration 23Q (157614.280000 sec): 3 clusters
  Score: Raw -857658.399848 + Penalty 2903.269377 = -854755.130471
  nChanged 66
		SP:Iteration 24Q (157614.480000 sec): 3 clusters
  Score: Raw -857682.580560 + Penalty 2903.269377 = -854779.311183
  nChanged 46
		SP:Iteration 25Q (157614.650000 sec): 3 clusters
  Score: Raw -857698.532124 + Penalty 2903.269377 = -854795.262747
  nChanged 28
		SP:Iteration 26Q (157614.870000 sec): 3 clusters
  Score: Raw -857707.360800 + Penalty 2903.269377 = -854804.091423
  nChanged 23
		SP:Iteration 27Q (157615.060000 sec): 3 clusters
  Score: Raw -857715.888521 + Penalty 2903.269377 = -854812.619144
  nChanged 18
		SP:Iteration 28Q (157615.230000 sec): 3 clusters
  Score: Raw -857721.979768 + Penalty 2903.269377 = -854818.710392
  nChanged 17
		SP:Iteration 29Q (157615.470000 sec): 3 clusters
  Score: Raw -857726.534882 + Penalty 2903.269377 = -854823.265506
  nChanged 11
		SP:Iteration 30Q (157615.640000 sec): 3 clusters
  Score: Raw -857730.089868 + Penalty 2903.269377 = -854826.820492
  nChanged 13
		SP:Iteration 31Q (157615.850000 sec): 3 clusters
  Score: Raw -857734.659079 + Penalty 2903.269377 = -854831.389703
  nChanged 14
		SP:Iteration 32Q (157616.060000 sec): 3 clusters
  Score: Raw -857738.746511 + Penalty 2903.269377 = -854835.477135
  nChanged 10
		SP:Iteration 33Q (157616.250000 sec): 3 clusters
  Score: Raw -857741.708432 + Penalty 2903.269377 = -854838.439055
  nChanged 4
		SP:Iteration 34Q (157616.500000 sec): 3 clusters
  Score: Raw -857742.503411 + Penalty 2903.269377 = -854839.234035
  nChanged 2
		SP:Iteration 35Q (157616.680000 sec): 3 clusters
  Score: Raw -857743.215646 + Penalty 2903.269377 = -854839.946269
  nChanged 5
		SP:Iteration 36Q (157616.840000 sec): 3 clusters
  Score: Raw -857744.820813 + Penalty 2903.269377 = -854841.551436
  nChanged 6
		SP:Iteration 37Q (157617.040000 sec): 3 clusters
  Score: Raw -857746.074279 + Penalty 2903.269377 = -854842.804903
  nChanged 4
		SP:Iteration 38Q (157617.190000 sec): 3 clusters
  Score: Raw -857747.123931 + Penalty 2903.269377 = -854843.854554
  nChanged 3
		SP:Iteration 39Q (157617.400000 sec): 3 clusters
  Score: Raw -857747.643702 + Penalty 2903.269377 = -854844.374325
  nChanged 2
		SP:Iteration 40F (157617.580000 sec): 3 clusters
  Score: Raw -857748.200935 + Penalty 2903.269377 = -854844.931558
  nChanged 1
		SP:Iteration 41Q (157617.800000 sec): 3 clusters
  Score: Raw -857748.434571 + Penalty 2903.269377 = -854845.165195
  nChanged 1
		SP:Iteration 42Q (157617.970000 sec): 3 clusters
  Score: Raw -857748.617083 + Penalty 2903.269377 = -854845.347706
  nChanged 0
		SP:Iteration 43F (157618.210000 sec): 3 clusters
  Score: Raw -857748.617083 + Penalty 2903.269377 = -854845.347706
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157618.270000 sec): 2 clusters
  Score: Raw -16587.090763 + Penalty 850.921819 = -15736.168944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157618.470000 sec): 3 clusters
  Score: Raw -16808.334775 + Penalty 1701.843638 = -15106.491137
  nChanged 34
		SP:Iteration 1F (157618.620000 sec): 3 clusters
  Score: Raw -16937.397771 + Penalty 1701.843638 = -15235.554133
  nChanged 5
		SP:Iteration 2Q (157618.800000 sec): 3 clusters
  Score: Raw -16956.201412 + Penalty 1701.843638 = -15254.357774
  nChanged 2
		SP:Iteration 3Q (157618.980000 sec): 3 clusters
  Score: Raw -16986.698414 + Penalty 1701.843638 = -15284.854777
  nChanged 4
		SP:Iteration 4Q (157619.140000 sec): 3 clusters
  Score: Raw -16998.331234 + Penalty 1701.843638 = -15296.487596
  nChanged 1
		SP:Iteration 5Q (157619.290000 sec): 3 clusters
  Score: Raw -17000.003905 + Penalty 1701.843638 = -15298.160267
  nChanged 0
		SP:Iteration 6F (157619.480000 sec): 3 clusters
  Score: Raw -17000.003905 + Penalty 1701.843638 = -15298.160267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (2708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157619.570000 sec): 2 clusters
  Score: Raw -287680.775575 + Penalty 1284.394416 = -286396.381159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157619.740000 sec): 3 clusters
  Score: Raw -286422.919739 + Penalty 2568.788831 = -283854.130908
  nChanged 1040
		SP:Iteration 1F (157619.930000 sec): 3 clusters
  Score: Raw -287104.663133 + Penalty 2568.788831 = -284535.874302
  nChanged 239
		SP:Iteration 2F (157620.110000 sec): 3 clusters
  Score: Raw -287293.709815 + Penalty 2568.788831 = -284724.920984
  nChanged 149
		SP:Iteration 3F (157620.250000 sec): 3 clusters
  Score: Raw -287388.925483 + Penalty 2568.788831 = -284820.136652
  nChanged 102
		SP:Iteration 4Q (157620.440000 sec): 3 clusters
  Score: Raw -287469.112325 + Penalty 2568.788831 = -284900.323493
  nChanged 99
		SP:Iteration 5Q (157620.610000 sec): 3 clusters
  Score: Raw -287537.643736 + Penalty 2568.788831 = -284968.854905
  nChanged 77
		SP:Iteration 6Q (157620.790000 sec): 3 clusters
  Score: Raw -287591.371855 + Penalty 2568.788831 = -285022.583023
  nChanged 74
		SP:Iteration 7Q (157620.960000 sec): 3 clusters
  Score: Raw -287639.794884 + Penalty 2568.788831 = -285071.006053
  nChanged 60
		SP:Iteration 8Q (157621.120000 sec): 3 clusters
  Score: Raw -287673.640134 + Penalty 2568.788831 = -285104.851303
  nChanged 60
		SP:Iteration 9Q (157621.300000 sec): 3 clusters
  Score: Raw -287709.293552 + Penalty 2568.788831 = -285140.504721
  nChanged 48
		SP:Iteration 10Q (157621.450000 sec): 3 clusters
  Score: Raw -287744.290887 + Penalty 2568.788831 = -285175.502056
  nChanged 42
		SP:Iteration 11Q (157621.660000 sec): 3 clusters
  Score: Raw -287773.106715 + Penalty 2568.788831 = -285204.317884
  nChanged 47
		SP:Iteration 12Q (157621.860000 sec): 3 clusters
  Score: Raw -287805.028241 + Penalty 2568.788831 = -285236.239410
  nChanged 43
		SP:Iteration 13Q (157622.030000 sec): 3 clusters
  Score: Raw -287835.842384 + Penalty 2568.788831 = -285267.053553
  nChanged 53
		SP:Iteration 14Q (157622.190000 sec): 3 clusters
  Score: Raw -287880.503532 + Penalty 2568.788831 = -285311.714701
  nChanged 46
		SP:Iteration 15Q (157622.360000 sec): 3 clusters
  Score: Raw -287921.129278 + Penalty 2568.788831 = -285352.340447
  nChanged 55
		SP:Iteration 16Q (157622.520000 sec): 3 clusters
  Score: Raw -287982.480121 + Penalty 2568.788831 = -285413.691290
  nChanged 55
		SP:Iteration 17Q (157622.720000 sec): 3 clusters
  Score: Raw -288037.675495 + Penalty 2568.788831 = -285468.886664
  nChanged 61
		SP:Iteration 18Q (157622.850000 sec): 3 clusters
  Score: Raw -288102.585619 + Penalty 2568.788831 = -285533.796788
  nChanged 49
		SP:Iteration 19Q (157623.000000 sec): 3 clusters
  Score: Raw -288167.218560 + Penalty 2568.788831 = -285598.429729
  nChanged 44
		SP:Iteration 20F (157623.120000 sec): 3 clusters
  Score: Raw -288212.938342 + Penalty 2568.788831 = -285644.149510
  nChanged 45
		SP:Iteration 21Q (157623.290000 sec): 3 clusters
  Score: Raw -288252.338838 + Penalty 2568.788831 = -285683.550007
  nChanged 39
		SP:Iteration 22Q (157623.490000 sec): 3 clusters
  Score: Raw -288285.289666 + Penalty 2568.788831 = -285716.500835
  nChanged 24
		SP:Iteration 23Q (157623.690000 sec): 3 clusters
  Score: Raw -288301.473627 + Penalty 2568.788831 = -285732.684796
  nChanged 17
		SP:Iteration 24Q (157623.860000 sec): 3 clusters
  Score: Raw -288311.277603 + Penalty 2568.788831 = -285742.488772
  nChanged 11
		SP:Iteration 25Q (157624.080000 sec): 3 clusters
  Score: Raw -288317.846970 + Penalty 2568.788831 = -285749.058139
  nChanged 6
		SP:Iteration 26Q (157624.230000 sec): 3 clusters
  Score: Raw -288323.287947 + Penalty 2568.788831 = -285754.499116
  nChanged 5
		SP:Iteration 27Q (157624.420000 sec): 3 clusters
  Score: Raw -288325.675873 + Penalty 2568.788831 = -285756.887042
  nChanged 3
		SP:Iteration 28Q (157624.600000 sec): 3 clusters
  Score: Raw -288327.626939 + Penalty 2568.788831 = -285758.838108
  nChanged 2
		SP:Iteration 29Q (157624.740000 sec): 3 clusters
  Score: Raw -288328.261627 + Penalty 2568.788831 = -285759.472796
  nChanged 3
		SP:Iteration 30Q (157624.950000 sec): 3 clusters
  Score: Raw -288330.383434 + Penalty 2568.788831 = -285761.594602
  nChanged 1
		SP:Iteration 31Q (157625.090000 sec): 3 clusters
  Score: Raw -288330.610852 + Penalty 2568.788831 = -285761.822021
  nChanged 0
		SP:Iteration 32F (157625.290000 sec): 3 clusters
  Score: Raw -288330.610852 + Penalty 2568.788831 = -285761.822021
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (12487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157625.410000 sec): 2 clusters
  Score: Raw -1511004.864171 + Penalty 1532.772050 = -1509472.092122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157625.660000 sec): 3 clusters
  Score: Raw -1503702.426821 + Penalty 3065.544099 = -1500636.882722
  nChanged 5494
		SP:Iteration 1F (157625.930000 sec): 3 clusters
  Score: Raw -1506636.055783 + Penalty 3065.544099 = -1503570.511684
  nChanged 671
		SP:Iteration 2F (157626.200000 sec): 3 clusters
  Score: Raw -1506868.446641 + Penalty 3065.544099 = -1503802.902542
  nChanged 542
		SP:Iteration 3Q (157626.420000 sec): 3 clusters
  Score: Raw -1507071.847171 + Penalty 3065.544099 = -1504006.303072
  nChanged 496
		SP:Iteration 4Q (157626.610000 sec): 3 clusters
  Score: Raw -1507260.316524 + Penalty 3065.544099 = -1504194.772425
  nChanged 495
		SP:Iteration 5Q (157626.840000 sec): 3 clusters
  Score: Raw -1507472.811637 + Penalty 3065.544099 = -1504407.267538
  nChanged 521
		SP:Iteration 6Q (157627.070000 sec): 3 clusters
  Score: Raw -1507726.465620 + Penalty 3065.544099 = -1504660.921521
  nChanged 574
		SP:Iteration 7Q (157627.340000 sec): 3 clusters
  Score: Raw -1508051.052652 + Penalty 3065.544099 = -1504985.508553
  nChanged 634
		SP:Iteration 8F (157627.600000 sec): 3 clusters
  Score: Raw -1508499.842739 + Penalty 3065.544099 = -1505434.298640
  nChanged 671
		SP:Iteration 9F (157627.800000 sec): 3 clusters
  Score: Raw -1509013.774717 + Penalty 3065.544099 = -1505948.230618
  nChanged 626
		SP:Iteration 10F (157628.050000 sec): 3 clusters
  Score: Raw -1509529.893901 + Penalty 3065.544099 = -1506464.349802
  nChanged 524
		SP:Iteration 11Q (157628.250000 sec): 3 clusters
  Score: Raw -1509975.967250 + Penalty 3065.544099 = -1506910.423150
  nChanged 416
		SP:Iteration 12Q (157628.470000 sec): 3 clusters
  Score: Raw -1510323.832185 + Penalty 3065.544099 = -1507258.288085
  nChanged 330
		SP:Iteration 13Q (157628.700000 sec): 3 clusters
  Score: Raw -1510613.632331 + Penalty 3065.544099 = -1507548.088232
  nChanged 236
		SP:Iteration 14Q (157628.970000 sec): 3 clusters
  Score: Raw -1510809.760114 + Penalty 3065.544099 = -1507744.216015
  nChanged 141
		SP:Iteration 15Q (157629.210000 sec): 3 clusters
  Score: Raw -1510936.498839 + Penalty 3065.544099 = -1507870.954740
  nChanged 83
		SP:Iteration 16Q (157629.410000 sec): 3 clusters
  Score: Raw -1511006.921821 + Penalty 3065.544099 = -1507941.377721
  nChanged 45
		SP:Iteration 17Q (157629.620000 sec): 3 clusters
  Score: Raw -1511054.405917 + Penalty 3065.544099 = -1507988.861818
  nChanged 37
		SP:Iteration 18Q (157629.830000 sec): 3 clusters
  Score: Raw -1511095.334268 + Penalty 3065.544099 = -1508029.790169
  nChanged 28
		SP:Iteration 19Q (157630.060000 sec): 3 clusters
  Score: Raw -1511125.658734 + Penalty 3065.544099 = -1508060.114635
  nChanged 19
		SP:Iteration 20F (157630.330000 sec): 3 clusters
  Score: Raw -1511147.436846 + Penalty 3065.544099 = -1508081.892746
  nChanged 13
		SP:Iteration 21Q (157630.520000 sec): 3 clusters
  Score: Raw -1511158.001881 + Penalty 3065.544099 = -1508092.457782
  nChanged 9
		SP:Iteration 22Q (157630.740000 sec): 3 clusters
  Score: Raw -1511168.303172 + Penalty 3065.544099 = -1508102.759073
  nChanged 3
		SP:Iteration 23Q (157631.000000 sec): 3 clusters
  Score: Raw -1511171.161282 + Penalty 3065.544099 = -1508105.617183
  nChanged 2
		SP:Iteration 24Q (157631.240000 sec): 3 clusters
  Score: Raw -1511172.605487 + Penalty 3065.544099 = -1508107.061387
  nChanged 0
		SP:Iteration 25F (157631.460000 sec): 3 clusters
  Score: Raw -1511172.605487 + Penalty 3065.544099 = -1508107.061387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157631.570000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157631.720000 sec): 3 clusters
  Score: Raw -55834.979680 + Penalty 2028.089650 = -53806.890030
  nChanged 112
		SP:Iteration 1F (157631.930000 sec): 3 clusters
  Score: Raw -55980.083197 + Penalty 2028.089650 = -53951.993548
  nChanged 23
		SP:Iteration 2Q (157632.090000 sec): 3 clusters
  Score: Raw -56014.056403 + Penalty 2028.089650 = -53985.966753
  nChanged 11
		SP:Iteration 3Q (157632.220000 sec): 3 clusters
  Score: Raw -56029.404942 + Penalty 2028.089650 = -54001.315292
  nChanged 3
		SP:Iteration 4Q (157632.440000 sec): 3 clusters
  Score: Raw -56033.750192 + Penalty 2028.089650 = -54005.660542
  nChanged 3
		SP:Iteration 5Q (157632.600000 sec): 3 clusters
  Score: Raw -56043.101522 + Penalty 2028.089650 = -54015.011872
  nChanged 3
		SP:Iteration 6Q (157632.770000 sec): 3 clusters
  Score: Raw -56048.527803 + Penalty 2028.089650 = -54020.438153
  nChanged 4
		SP:Iteration 7Q (157632.920000 sec): 3 clusters
  Score: Raw -56055.911991 + Penalty 2028.089650 = -54027.822341
  nChanged 3
		SP:Iteration 8Q (157633.100000 sec): 3 clusters
  Score: Raw -56066.556177 + Penalty 2028.089650 = -54038.466527
  nChanged 4
		SP:Iteration 9Q (157633.240000 sec): 3 clusters
  Score: Raw -56072.246619 + Penalty 2028.089650 = -54044.156969
  nChanged 2
		SP:Iteration 10Q (157633.410000 sec): 3 clusters
  Score: Raw -56073.851417 + Penalty 2028.089650 = -54045.761768
  nChanged 0
		SP:Iteration 11F (157633.560000 sec): 3 clusters
  Score: Raw -56073.851417 + Penalty 2028.089650 = -54045.761768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157633.750000 sec): 2 clusters
  Score: Raw -1175326.844988 + Penalty 1513.037476 = -1173813.807511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157633.940000 sec): 3 clusters
  Score: Raw -1168945.258842 + Penalty 3026.074953 = -1165919.183889
  nChanged 4765
		SP:Iteration 1F (157634.160000 sec): 3 clusters
  Score: Raw -1171592.125285 + Penalty 3026.074953 = -1168566.050332
  nChanged 651
		SP:Iteration 2F (157634.400000 sec): 3 clusters
  Score: Raw -1171883.158740 + Penalty 3026.074953 = -1168857.083787
  nChanged 595
		SP:Iteration 3F (157634.630000 sec): 3 clusters
  Score: Raw -1172170.197645 + Penalty 3026.074953 = -1169144.122692
  nChanged 538
		SP:Iteration 4Q (157634.900000 sec): 3 clusters
  Score: Raw -1172439.226666 + Penalty 3026.074953 = -1169413.151713
  nChanged 536
		SP:Iteration 5Q (157635.120000 sec): 3 clusters
  Score: Raw -1172743.729616 + Penalty 3026.074953 = -1169717.654663
  nChanged 513
		SP:Iteration 6Q (157635.390000 sec): 3 clusters
  Score: Raw -1173070.199296 + Penalty 3026.074953 = -1170044.124343
  nChanged 540
		SP:Iteration 7Q (157635.590000 sec): 3 clusters
  Score: Raw -1173411.533886 + Penalty 3026.074953 = -1170385.458933
  nChanged 481
		SP:Iteration 8Q (157635.790000 sec): 3 clusters
  Score: Raw -1173788.724213 + Penalty 3026.074953 = -1170762.649261
  nChanged 488
		SP:Iteration 9Q (157636.040000 sec): 3 clusters
  Score: Raw -1174217.527254 + Penalty 3026.074953 = -1171191.452301
  nChanged 479
		SP:Iteration 10Q (157636.280000 sec): 3 clusters
  Score: Raw -1174687.677419 + Penalty 3026.074953 = -1171661.602466
  nChanged 440
		SP:Iteration 11Q (157636.440000 sec): 3 clusters
  Score: Raw -1175023.310822 + Penalty 3026.074953 = -1171997.235869
  nChanged 364
		SP:Iteration 12Q (157636.670000 sec): 3 clusters
  Score: Raw -1175271.320539 + Penalty 3026.074953 = -1172245.245586
  nChanged 284
		SP:Iteration 13Q (157636.900000 sec): 3 clusters
  Score: Raw -1175428.993684 + Penalty 3026.074953 = -1172402.918731
  nChanged 220
		SP:Iteration 14Q (157637.170000 sec): 3 clusters
  Score: Raw -1175536.669544 + Penalty 3026.074953 = -1172510.594591
  nChanged 177
		SP:Iteration 15Q (157637.390000 sec): 3 clusters
  Score: Raw -1175616.724599 + Penalty 3026.074953 = -1172590.649646
  nChanged 150
		SP:Iteration 16Q (157637.600000 sec): 3 clusters
  Score: Raw -1175690.379642 + Penalty 3026.074953 = -1172664.304689
  nChanged 134
		SP:Iteration 17Q (157637.820000 sec): 3 clusters
  Score: Raw -1175752.080587 + Penalty 3026.074953 = -1172726.005634
  nChanged 123
		SP:Iteration 18Q (157638.050000 sec): 3 clusters
  Score: Raw -1175798.338903 + Penalty 3026.074953 = -1172772.263950
  nChanged 102
		SP:Iteration 19Q (157638.300000 sec): 3 clusters
  Score: Raw -1175827.378824 + Penalty 3026.074953 = -1172801.303871
  nChanged 82
		SP:Iteration 20F (157638.560000 sec): 3 clusters
  Score: Raw -1175852.379858 + Penalty 3026.074953 = -1172826.304905
  nChanged 69
		SP:Iteration 21Q (157638.790000 sec): 3 clusters
  Score: Raw -1175870.253879 + Penalty 3026.074953 = -1172844.178926
  nChanged 47
		SP:Iteration 22Q (157639.040000 sec): 3 clusters
  Score: Raw -1175880.345939 + Penalty 3026.074953 = -1172854.270986
  nChanged 38
		SP:Iteration 23Q (157639.210000 sec): 3 clusters
  Score: Raw -1175888.556829 + Penalty 3026.074953 = -1172862.481877
  nChanged 33
		SP:Iteration 24Q (157639.460000 sec): 3 clusters
  Score: Raw -1175898.137213 + Penalty 3026.074953 = -1172872.062260
  nChanged 44
		SP:Iteration 25Q (157639.680000 sec): 3 clusters
  Score: Raw -1175909.813427 + Penalty 3026.074953 = -1172883.738474
  nChanged 35
		SP:Iteration 26Q (157639.930000 sec): 3 clusters
  Score: Raw -1175917.789007 + Penalty 3026.074953 = -1172891.714054
  nChanged 30
		SP:Iteration 27Q (157640.110000 sec): 3 clusters
  Score: Raw -1175925.068896 + Penalty 3026.074953 = -1172898.993943
  nChanged 29
		SP:Iteration 28Q (157640.360000 sec): 3 clusters
  Score: Raw -1175932.446036 + Penalty 3026.074953 = -1172906.371083
  nChanged 29
		SP:Iteration 29Q (157640.580000 sec): 3 clusters
  Score: Raw -1175937.967542 + Penalty 3026.074953 = -1172911.892590
  nChanged 15
		SP:Iteration 30Q (157640.790000 sec): 3 clusters
  Score: Raw -1175941.858256 + Penalty 3026.074953 = -1172915.783303
  nChanged 22
		SP:Iteration 31Q (157641.000000 sec): 3 clusters
  Score: Raw -1175945.913757 + Penalty 3026.074953 = -1172919.838804
  nChanged 24
		SP:Iteration 32Q (157641.220000 sec): 3 clusters
  Score: Raw -1175951.167006 + Penalty 3026.074953 = -1172925.092053
  nChanged 29
		SP:Iteration 33Q (157641.450000 sec): 3 clusters
  Score: Raw -1175957.491375 + Penalty 3026.074953 = -1172931.416422
  nChanged 23
		SP:Iteration 34Q (157641.680000 sec): 3 clusters
  Score: Raw -1175964.271591 + Penalty 3026.074953 = -1172938.196638
  nChanged 27
		SP:Iteration 35Q (157641.900000 sec): 3 clusters
  Score: Raw -1175971.186017 + Penalty 3026.074953 = -1172945.111064
  nChanged 33
		SP:Iteration 36Q (157642.140000 sec): 3 clusters
  Score: Raw -1175977.903122 + Penalty 3026.074953 = -1172951.828169
  nChanged 23
		SP:Iteration 37Q (157642.370000 sec): 3 clusters
  Score: Raw -1175981.302712 + Penalty 3026.074953 = -1172955.227759
  nChanged 15
		SP:Iteration 38Q (157642.540000 sec): 3 clusters
  Score: Raw -1175983.732153 + Penalty 3026.074953 = -1172957.657200
  nChanged 9
		SP:Iteration 39Q (157642.800000 sec): 3 clusters
  Score: Raw -1175985.225752 + Penalty 3026.074953 = -1172959.150799
  nChanged 7
		SP:Iteration 40F (157642.990000 sec): 3 clusters
  Score: Raw -1175986.272205 + Penalty 3026.074953 = -1172960.197252
  nChanged 5
		SP:Iteration 41Q (157643.210000 sec): 3 clusters
  Score: Raw -1175986.932039 + Penalty 3026.074953 = -1172960.857086
  nChanged 4
		SP:Iteration 42Q (157643.420000 sec): 3 clusters
  Score: Raw -1175987.715659 + Penalty 3026.074953 = -1172961.640706
  nChanged 6
		SP:Iteration 43Q (157643.650000 sec): 3 clusters
  Score: Raw -1175988.840361 + Penalty 3026.074953 = -1172962.765408
  nChanged 5
		SP:Iteration 44Q (157643.870000 sec): 3 clusters
  Score: Raw -1175989.442436 + Penalty 3026.074953 = -1172963.367483
  nChanged 0
		SP:Iteration 45F (157644.060000 sec): 3 clusters
  Score: Raw -1175989.442436 + Penalty 3026.074953 = -1172963.367483
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (12986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157644.240000 sec): 2 clusters
  Score: Raw -1424806.488918 + Penalty 1539.139409 = -1423267.349509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157644.460000 sec): 3 clusters
  Score: Raw -1417254.572850 + Penalty 3078.278818 = -1414176.294032
  nChanged 5709
		SP:Iteration 1F (157644.680000 sec): 3 clusters
  Score: Raw -1420406.129220 + Penalty 3078.278818 = -1417327.850402
  nChanged 741
		SP:Iteration 2F (157644.960000 sec): 3 clusters
  Score: Raw -1420769.507752 + Penalty 3078.278818 = -1417691.228933
  nChanged 740
		SP:Iteration 3F (157645.200000 sec): 3 clusters
  Score: Raw -1421215.884076 + Penalty 3078.278818 = -1418137.605258
  nChanged 804
		SP:Iteration 4F (157645.440000 sec): 3 clusters
  Score: Raw -1421799.176272 + Penalty 3078.278818 = -1418720.897454
  nChanged 876
		SP:Iteration 5F (157645.660000 sec): 3 clusters
  Score: Raw -1422521.296945 + Penalty 3078.278818 = -1419443.018126
  nChanged 827
		SP:Iteration 6F (157645.900000 sec): 3 clusters
  Score: Raw -1423249.164783 + Penalty 3078.278818 = -1420170.885965
  nChanged 693
		SP:Iteration 7F (157646.150000 sec): 3 clusters
  Score: Raw -1423840.036430 + Penalty 3078.278818 = -1420761.757612
  nChanged 460
		SP:Iteration 8Q (157646.390000 sec): 3 clusters
  Score: Raw -1424251.287875 + Penalty 3078.278818 = -1421173.009057
  nChanged 337
		SP:Iteration 9Q (157646.610000 sec): 3 clusters
  Score: Raw -1424542.752645 + Penalty 3078.278818 = -1421464.473826
  nChanged 195
		SP:Iteration 10Q (157646.860000 sec): 3 clusters
  Score: Raw -1424722.377432 + Penalty 3078.278818 = -1421644.098614
  nChanged 122
		SP:Iteration 11Q (157647.160000 sec): 3 clusters
  Score: Raw -1424830.705238 + Penalty 3078.278818 = -1421752.426419
  nChanged 60
		SP:Iteration 12Q (157647.360000 sec): 3 clusters
  Score: Raw -1424879.146042 + Penalty 3078.278818 = -1421800.867224
  nChanged 34
		SP:Iteration 13Q (157647.580000 sec): 3 clusters
  Score: Raw -1424909.166119 + Penalty 3078.278818 = -1421830.887301
  nChanged 17
		SP:Iteration 14Q (157647.800000 sec): 3 clusters
  Score: Raw -1424923.961394 + Penalty 3078.278818 = -1421845.682575
  nChanged 15
		SP:Iteration 15Q (157648.050000 sec): 3 clusters
  Score: Raw -1424935.840924 + Penalty 3078.278818 = -1421857.562106
  nChanged 12
		SP:Iteration 16Q (157648.310000 sec): 3 clusters
  Score: Raw -1424944.498045 + Penalty 3078.278818 = -1421866.219227
  nChanged 12
		SP:Iteration 17Q (157648.560000 sec): 3 clusters
  Score: Raw -1424957.588901 + Penalty 3078.278818 = -1421879.310083
  nChanged 9
		SP:Iteration 18Q (157648.750000 sec): 3 clusters
  Score: Raw -1424964.012361 + Penalty 3078.278818 = -1421885.733543
  nChanged 4
		SP:Iteration 19Q (157649.020000 sec): 3 clusters
  Score: Raw -1424966.893781 + Penalty 3078.278818 = -1421888.614963
  nChanged 1
		SP:Iteration 20F (157649.240000 sec): 3 clusters
  Score: Raw -1424967.740568 + Penalty 3078.278818 = -1421889.461750
  nChanged 1
		SP:Iteration 21Q (157649.530000 sec): 3 clusters
  Score: Raw -1424968.881445 + Penalty 3078.278818 = -1421890.602627
  nChanged 2
		SP:Iteration 22Q (157649.760000 sec): 3 clusters
  Score: Raw -1424970.476247 + Penalty 3078.278818 = -1421892.197428
  nChanged 6
		SP:Iteration 23Q (157649.970000 sec): 3 clusters
  Score: Raw -1424976.656194 + Penalty 3078.278818 = -1421898.377376
  nChanged 4
		SP:Iteration 24Q (157650.270000 sec): 3 clusters
  Score: Raw -1424980.879079 + Penalty 3078.278818 = -1421902.600260
  nChanged 3
		SP:Iteration 25Q (157650.500000 sec): 3 clusters
  Score: Raw -1424985.000114 + Penalty 3078.278818 = -1421906.721296
  nChanged 4
		SP:Iteration 26Q (157650.700000 sec): 3 clusters
  Score: Raw -1424986.776981 + Penalty 3078.278818 = -1421908.498162
  nChanged 3
		SP:Iteration 27Q (157650.940000 sec): 3 clusters
  Score: Raw -1424988.270313 + Penalty 3078.278818 = -1421909.991494
  nChanged 3
		SP:Iteration 28Q (157651.210000 sec): 3 clusters
  Score: Raw -1424990.220369 + Penalty 3078.278818 = -1421911.941551
  nChanged 0
		SP:Iteration 29F (157651.420000 sec): 3 clusters
  Score: Raw -1424990.220369 + Penalty 3078.278818 = -1421911.941551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157651.570000 sec): 2 clusters
  Score: Raw -406325.722026 + Penalty 1335.552913 = -404990.169113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157651.720000 sec): 3 clusters
  Score: Raw -404457.646511 + Penalty 2671.105826 = -401786.540685
  nChanged 1497
		SP:Iteration 1F (157651.930000 sec): 3 clusters
  Score: Raw -405367.836694 + Penalty 2671.105826 = -402696.730869
  nChanged 307
		SP:Iteration 2F (157652.070000 sec): 3 clusters
  Score: Raw -405591.292424 + Penalty 2671.105826 = -402920.186599
  nChanged 239
		SP:Iteration 3F (157652.260000 sec): 3 clusters
  Score: Raw -405765.012725 + Penalty 2671.105826 = -403093.906900
  nChanged 190
		SP:Iteration 4F (157652.460000 sec): 3 clusters
  Score: Raw -405907.813482 + Penalty 2671.105826 = -403236.707656
  nChanged 158
		SP:Iteration 5Q (157652.650000 sec): 3 clusters
  Score: Raw -406020.728704 + Penalty 2671.105826 = -403349.622879
  nChanged 130
		SP:Iteration 6Q (157652.810000 sec): 3 clusters
  Score: Raw -406089.591150 + Penalty 2671.105826 = -403418.485324
  nChanged 84
		SP:Iteration 7Q (157652.980000 sec): 3 clusters
  Score: Raw -406127.800159 + Penalty 2671.105826 = -403456.694333
  nChanged 65
		SP:Iteration 8Q (157653.150000 sec): 3 clusters
  Score: Raw -406158.580764 + Penalty 2671.105826 = -403487.474939
  nChanged 50
		SP:Iteration 9Q (157653.310000 sec): 3 clusters
  Score: Raw -406182.245192 + Penalty 2671.105826 = -403511.139367
  nChanged 43
		SP:Iteration 10Q (157653.510000 sec): 3 clusters
  Score: Raw -406201.953975 + Penalty 2671.105826 = -403530.848149
  nChanged 36
		SP:Iteration 11Q (157653.730000 sec): 3 clusters
  Score: Raw -406218.827082 + Penalty 2671.105826 = -403547.721257
  nChanged 35
		SP:Iteration 12Q (157653.930000 sec): 3 clusters
  Score: Raw -406232.978611 + Penalty 2671.105826 = -403561.872786
  nChanged 29
		SP:Iteration 13Q (157654.110000 sec): 3 clusters
  Score: Raw -406245.777901 + Penalty 2671.105826 = -403574.672076
  nChanged 31
		SP:Iteration 14Q (157654.310000 sec): 3 clusters
  Score: Raw -406258.347799 + Penalty 2671.105826 = -403587.241973
  nChanged 21
		SP:Iteration 15Q (157654.430000 sec): 3 clusters
  Score: Raw -406265.965824 + Penalty 2671.105826 = -403594.859998
  nChanged 23
		SP:Iteration 16Q (157654.630000 sec): 3 clusters
  Score: Raw -406275.181197 + Penalty 2671.105826 = -403604.075371
  nChanged 16
		SP:Iteration 17Q (157654.800000 sec): 3 clusters
  Score: Raw -406280.654036 + Penalty 2671.105826 = -403609.548211
  nChanged 16
		SP:Iteration 18Q (157654.970000 sec): 3 clusters
  Score: Raw -406288.911107 + Penalty 2671.105826 = -403617.805282
  nChanged 19
		SP:Iteration 19Q (157655.180000 sec): 3 clusters
  Score: Raw -406295.159951 + Penalty 2671.105826 = -403624.054125
  nChanged 16
		SP:Iteration 20F (157655.330000 sec): 3 clusters
  Score: Raw -406301.134165 + Penalty 2671.105826 = -403630.028339
  nChanged 13
		SP:Iteration 21Q (157655.540000 sec): 3 clusters
  Score: Raw -406305.212983 + Penalty 2671.105826 = -403634.107157
  nChanged 9
		SP:Iteration 22Q (157655.740000 sec): 3 clusters
  Score: Raw -406307.853634 + Penalty 2671.105826 = -403636.747808
  nChanged 6
		SP:Iteration 23Q (157655.950000 sec): 3 clusters
  Score: Raw -406309.737136 + Penalty 2671.105826 = -403638.631310
  nChanged 4
		SP:Iteration 24Q (157656.070000 sec): 3 clusters
  Score: Raw -406311.035870 + Penalty 2671.105826 = -403639.930045
  nChanged 3
		SP:Iteration 25Q (157656.290000 sec): 3 clusters
  Score: Raw -406311.954883 + Penalty 2671.105826 = -403640.849058
  nChanged 3
		SP:Iteration 26Q (157656.490000 sec): 3 clusters
  Score: Raw -406312.855864 + Penalty 2671.105826 = -403641.750038
  nChanged 3
		SP:Iteration 27Q (157656.660000 sec): 3 clusters
  Score: Raw -406313.816360 + Penalty 2671.105826 = -403642.710535
  nChanged 4
		SP:Iteration 28Q (157656.840000 sec): 3 clusters
  Score: Raw -406315.281156 + Penalty 2671.105826 = -403644.175330
  nChanged 4
		SP:Iteration 29Q (157657.040000 sec): 3 clusters
  Score: Raw -406316.923373 + Penalty 2671.105826 = -403645.817547
  nChanged 4
		SP:Iteration 30Q (157657.220000 sec): 3 clusters
  Score: Raw -406318.232247 + Penalty 2671.105826 = -403647.126421
  nChanged 6
		SP:Iteration 31Q (157657.410000 sec): 3 clusters
  Score: Raw -406320.285111 + Penalty 2671.105826 = -403649.179286
  nChanged 7
		SP:Iteration 32Q (157657.590000 sec): 3 clusters
  Score: Raw -406322.872695 + Penalty 2671.105826 = -403651.766869
  nChanged 5
		SP:Iteration 33Q (157657.770000 sec): 3 clusters
  Score: Raw -406324.357609 + Penalty 2671.105826 = -403653.251784
  nChanged 5
		SP:Iteration 34Q (157657.930000 sec): 3 clusters
  Score: Raw -406325.748049 + Penalty 2671.105826 = -403654.642223
  nChanged 5
		SP:Iteration 35Q (157658.130000 sec): 3 clusters
  Score: Raw -406327.324991 + Penalty 2671.105826 = -403656.219165
  nChanged 3
		SP:Iteration 36Q (157658.300000 sec): 3 clusters
  Score: Raw -406328.553549 + Penalty 2671.105826 = -403657.447724
  nChanged 4
		SP:Iteration 37Q (157658.490000 sec): 3 clusters
  Score: Raw -406330.108573 + Penalty 2671.105826 = -403659.002748
  nChanged 3
		SP:Iteration 38Q (157658.650000 sec): 3 clusters
  Score: Raw -406331.574447 + Penalty 2671.105826 = -403660.468622
  nChanged 6
		SP:Iteration 39Q (157658.810000 sec): 3 clusters
  Score: Raw -406334.015856 + Penalty 2671.105826 = -403662.910031
  nChanged 4
		SP:Iteration 40F (157659.010000 sec): 3 clusters
  Score: Raw -406335.498933 + Penalty 2671.105826 = -403664.393108
  nChanged 6
		SP:Iteration 41Q (157659.170000 sec): 3 clusters
  Score: Raw -406337.550909 + Penalty 2671.105826 = -403666.445084
  nChanged 8
		SP:Iteration 42Q (157659.330000 sec): 3 clusters
  Score: Raw -406340.411023 + Penalty 2671.105826 = -403669.305198
  nChanged 4
		SP:Iteration 43Q (157659.540000 sec): 3 clusters
  Score: Raw -406342.024762 + Penalty 2671.105826 = -403670.918937
  nChanged 4
		SP:Iteration 44Q (157659.700000 sec): 3 clusters
  Score: Raw -406343.469547 + Penalty 2671.105826 = -403672.363722
  nChanged 3
		SP:Iteration 45Q (157659.890000 sec): 3 clusters
  Score: Raw -406344.259235 + Penalty 2671.105826 = -403673.153409
  nChanged 0
		SP:Iteration 46F (157660.110000 sec): 3 clusters
  Score: Raw -406344.259235 + Penalty 2671.105826 = -403673.153409
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157660.210000 sec): 2 clusters
  Score: Raw -471678.708476 + Penalty 1364.521826 = -470314.186651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157660.390000 sec): 3 clusters
  Score: Raw -469468.976291 + Penalty 2729.043652 = -466739.932639
  nChanged 1767
		SP:Iteration 1F (157660.580000 sec): 3 clusters
  Score: Raw -470424.486033 + Penalty 2729.043652 = -467695.442381
  nChanged 313
		SP:Iteration 2F (157660.730000 sec): 3 clusters
  Score: Raw -470598.392594 + Penalty 2729.043652 = -467869.348943
  nChanged 224
		SP:Iteration 3F (157660.940000 sec): 3 clusters
  Score: Raw -470720.399812 + Penalty 2729.043652 = -467991.356160
  nChanged 172
		SP:Iteration 4Q (157661.130000 sec): 3 clusters
  Score: Raw -470816.351478 + Penalty 2729.043652 = -468087.307826
  nChanged 185
		SP:Iteration 5Q (157661.340000 sec): 3 clusters
  Score: Raw -470924.616601 + Penalty 2729.043652 = -468195.572949
  nChanged 195
		SP:Iteration 6Q (157661.530000 sec): 3 clusters
  Score: Raw -471043.053781 + Penalty 2729.043652 = -468314.010130
  nChanged 173
		SP:Iteration 7Q (157661.690000 sec): 3 clusters
  Score: Raw -471144.992139 + Penalty 2729.043652 = -468415.948487
  nChanged 169
		SP:Iteration 8Q (157661.870000 sec): 3 clusters
  Score: Raw -471241.088134 + Penalty 2729.043652 = -468512.044482
  nChanged 151
		SP:Iteration 9Q (157662.140000 sec): 3 clusters
  Score: Raw -471347.870885 + Penalty 2729.043652 = -468618.827233
  nChanged 192
		SP:Iteration 10Q (157662.320000 sec): 3 clusters
  Score: Raw -471489.688900 + Penalty 2729.043652 = -468760.645249
  nChanged 172
		SP:Iteration 11Q (157662.490000 sec): 3 clusters
  Score: Raw -471611.467230 + Penalty 2729.043652 = -468882.423578
  nChanged 172
		SP:Iteration 12Q (157662.680000 sec): 3 clusters
  Score: Raw -471743.066871 + Penalty 2729.043652 = -469014.023219
  nChanged 135
		SP:Iteration 13Q (157662.870000 sec): 3 clusters
  Score: Raw -471840.271194 + Penalty 2729.043652 = -469111.227542
  nChanged 115
		SP:Iteration 14Q (157663.060000 sec): 3 clusters
  Score: Raw -471913.334851 + Penalty 2729.043652 = -469184.291200
  nChanged 78
		SP:Iteration 15Q (157663.260000 sec): 3 clusters
  Score: Raw -471955.578319 + Penalty 2729.043652 = -469226.534667
  nChanged 59
		SP:Iteration 16Q (157663.420000 sec): 3 clusters
  Score: Raw -471988.992632 + Penalty 2729.043652 = -469259.948980
  nChanged 52
		SP:Iteration 17Q (157663.570000 sec): 3 clusters
  Score: Raw -472015.536089 + Penalty 2729.043652 = -469286.492437
  nChanged 52
		SP:Iteration 18Q (157663.750000 sec): 3 clusters
  Score: Raw -472040.079093 + Penalty 2729.043652 = -469311.035441
  nChanged 36
		SP:Iteration 19Q (157663.950000 sec): 3 clusters
  Score: Raw -472055.525688 + Penalty 2729.043652 = -469326.482036
  nChanged 37
		SP:Iteration 20F (157664.080000 sec): 3 clusters
  Score: Raw -472069.315995 + Penalty 2729.043652 = -469340.272343
  nChanged 34
		SP:Iteration 21Q (157664.280000 sec): 3 clusters
  Score: Raw -472080.839068 + Penalty 2729.043652 = -469351.795416
  nChanged 26
		SP:Iteration 22Q (157664.490000 sec): 3 clusters
  Score: Raw -472091.294839 + Penalty 2729.043652 = -469362.251188
  nChanged 32
		SP:Iteration 23Q (157664.660000 sec): 3 clusters
  Score: Raw -472106.079737 + Penalty 2729.043652 = -469377.036085
  nChanged 29
		SP:Iteration 24Q (157664.820000 sec): 3 clusters
  Score: Raw -472120.033537 + Penalty 2729.043652 = -469390.989885
  nChanged 28
		SP:Iteration 25Q (157665.000000 sec): 3 clusters
  Score: Raw -472134.583300 + Penalty 2729.043652 = -469405.539648
  nChanged 27
		SP:Iteration 26Q (157665.210000 sec): 3 clusters
  Score: Raw -472143.785313 + Penalty 2729.043652 = -469414.741661
  nChanged 14
		SP:Iteration 27Q (157665.380000 sec): 3 clusters
  Score: Raw -472148.617793 + Penalty 2729.043652 = -469419.574141
  nChanged 11
		SP:Iteration 28Q (157665.560000 sec): 3 clusters
  Score: Raw -472152.234756 + Penalty 2729.043652 = -469423.191104
  nChanged 5
		SP:Iteration 29Q (157665.780000 sec): 3 clusters
  Score: Raw -472154.537261 + Penalty 2729.043652 = -469425.493610
  nChanged 2
		SP:Iteration 30Q (157665.940000 sec): 3 clusters
  Score: Raw -472155.244113 + Penalty 2729.043652 = -469426.200461
  nChanged 2
		SP:Iteration 31Q (157666.160000 sec): 3 clusters
  Score: Raw -472156.071672 + Penalty 2729.043652 = -469427.028020
  nChanged 2
		SP:Iteration 32Q (157666.340000 sec): 3 clusters
  Score: Raw -472157.171275 + Penalty 2729.043652 = -469428.127624
  nChanged 1
		SP:Iteration 33Q (157666.500000 sec): 3 clusters
  Score: Raw -472157.325787 + Penalty 2729.043652 = -469428.282135
  nChanged 1
		SP:Iteration 34Q (157666.680000 sec): 3 clusters
  Score: Raw -472157.741515 + Penalty 2729.043652 = -469428.697864
  nChanged 2
		SP:Iteration 35Q (157666.880000 sec): 3 clusters
  Score: Raw -472158.160499 + Penalty 2729.043652 = -469429.116847
  nChanged 2
		SP:Iteration 36Q (157667.080000 sec): 3 clusters
  Score: Raw -472158.952038 + Penalty 2729.043652 = -469429.908386
  nChanged 1
		SP:Iteration 37Q (157667.250000 sec): 3 clusters
  Score: Raw -472159.162983 + Penalty 2729.043652 = -469430.119331
  nChanged 0
		SP:Iteration 38F (157667.420000 sec): 3 clusters
  Score: Raw -472159.162983 + Penalty 2729.043652 = -469430.119331
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157667.550000 sec): 2 clusters
  Score: Raw -246617.988535 + Penalty 1274.434115 = -245343.554421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157667.700000 sec): 3 clusters
  Score: Raw -245459.306577 + Penalty 2548.868229 = -242910.438347
  nChanged 941
		SP:Iteration 1F (157667.880000 sec): 3 clusters
  Score: Raw -246089.296286 + Penalty 2548.868229 = -243540.428057
  nChanged 258
		SP:Iteration 2F (157668.010000 sec): 3 clusters
  Score: Raw -246359.973460 + Penalty 2548.868229 = -243811.105231
  nChanged 200
		SP:Iteration 3F (157668.130000 sec): 3 clusters
  Score: Raw -246522.309156 + Penalty 2548.868229 = -243973.440927
  nChanged 136
		SP:Iteration 4F (157668.300000 sec): 3 clusters
  Score: Raw -246640.205498 + Penalty 2548.868229 = -244091.337269
  nChanged 107
		SP:Iteration 5Q (157668.530000 sec): 3 clusters
  Score: Raw -246725.623427 + Penalty 2548.868229 = -244176.755197
  nChanged 84
		SP:Iteration 6Q (157668.680000 sec): 3 clusters
  Score: Raw -246791.980575 + Penalty 2548.868229 = -244243.112346
  nChanged 68
		SP:Iteration 7Q (157668.860000 sec): 3 clusters
  Score: Raw -246829.576832 + Penalty 2548.868229 = -244280.708603
  nChanged 52
		SP:Iteration 8Q (157669.010000 sec): 3 clusters
  Score: Raw -246861.762977 + Penalty 2548.868229 = -244312.894747
  nChanged 46
		SP:Iteration 9Q (157669.190000 sec): 3 clusters
  Score: Raw -246886.259246 + Penalty 2548.868229 = -244337.391017
  nChanged 48
		SP:Iteration 10Q (157669.330000 sec): 3 clusters
  Score: Raw -246910.646160 + Penalty 2548.868229 = -244361.777931
  nChanged 36
		SP:Iteration 11Q (157669.530000 sec): 3 clusters
  Score: Raw -246931.834231 + Penalty 2548.868229 = -244382.966001
  nChanged 36
		SP:Iteration 12Q (157669.690000 sec): 3 clusters
  Score: Raw -246948.670490 + Penalty 2548.868229 = -244399.802260
  nChanged 32
		SP:Iteration 13Q (157669.890000 sec): 3 clusters
  Score: Raw -246964.296103 + Penalty 2548.868229 = -244415.427874
  nChanged 33
		SP:Iteration 14Q (157670.030000 sec): 3 clusters
  Score: Raw -246977.870844 + Penalty 2548.868229 = -244429.002614
  nChanged 28
		SP:Iteration 15Q (157670.190000 sec): 3 clusters
  Score: Raw -246992.476801 + Penalty 2548.868229 = -244443.608572
  nChanged 25
		SP:Iteration 16Q (157670.330000 sec): 3 clusters
  Score: Raw -247004.441635 + Penalty 2548.868229 = -244455.573406
  nChanged 23
		SP:Iteration 17Q (157670.450000 sec): 3 clusters
  Score: Raw -247015.060921 + Penalty 2548.868229 = -244466.192692
  nChanged 19
		SP:Iteration 18Q (157670.550000 sec): 3 clusters
  Score: Raw -247023.371426 + Penalty 2548.868229 = -244474.503197
  nChanged 11
		SP:Iteration 19Q (157670.680000 sec): 3 clusters
  Score: Raw -247026.528739 + Penalty 2548.868229 = -244477.660509
  nChanged 12
		SP:Iteration 20F (157670.870000 sec): 3 clusters
  Score: Raw -247032.276353 + Penalty 2548.868229 = -244483.408124
  nChanged 8
		SP:Iteration 21Q (157671.090000 sec): 3 clusters
  Score: Raw -247034.596748 + Penalty 2548.868229 = -244485.728518
  nChanged 9
		SP:Iteration 22Q (157671.260000 sec): 3 clusters
  Score: Raw -247037.988854 + Penalty 2548.868229 = -244489.120625
  nChanged 8
		SP:Iteration 23Q (157671.410000 sec): 3 clusters
  Score: Raw -247042.537967 + Penalty 2548.868229 = -244493.669737
  nChanged 13
		SP:Iteration 24Q (157671.560000 sec): 3 clusters
  Score: Raw -247048.907569 + Penalty 2548.868229 = -244500.039339
  nChanged 10
		SP:Iteration 25Q (157671.770000 sec): 3 clusters
  Score: Raw -247054.407031 + Penalty 2548.868229 = -244505.538801
  nChanged 9
		SP:Iteration 26Q (157671.940000 sec): 3 clusters
  Score: Raw -247059.699749 + Penalty 2548.868229 = -244510.831519
  nChanged 13
		SP:Iteration 27Q (157672.100000 sec): 3 clusters
  Score: Raw -247067.186327 + Penalty 2548.868229 = -244518.318097
  nChanged 5
		SP:Iteration 28Q (157672.270000 sec): 3 clusters
  Score: Raw -247070.116506 + Penalty 2548.868229 = -244521.248277
  nChanged 6
		SP:Iteration 29Q (157672.480000 sec): 3 clusters
  Score: Raw -247072.412650 + Penalty 2548.868229 = -244523.544421
  nChanged 12
		SP:Iteration 30Q (157672.640000 sec): 3 clusters
  Score: Raw -247077.869812 + Penalty 2548.868229 = -244529.001583
  nChanged 9
		SP:Iteration 31Q (157672.860000 sec): 3 clusters
  Score: Raw -247081.210920 + Penalty 2548.868229 = -244532.342691
  nChanged 8
		SP:Iteration 32Q (157673.010000 sec): 3 clusters
  Score: Raw -247084.622418 + Penalty 2548.868229 = -244535.754188
  nChanged 6
		SP:Iteration 33Q (157673.210000 sec): 3 clusters
  Score: Raw -247086.706083 + Penalty 2548.868229 = -244537.837853
  nChanged 3
		SP:Iteration 34Q (157673.390000 sec): 3 clusters
  Score: Raw -247090.236157 + Penalty 2548.868229 = -244541.367927
  nChanged 7
		SP:Iteration 35Q (157673.540000 sec): 3 clusters
  Score: Raw -247092.629746 + Penalty 2548.868229 = -244543.761516
  nChanged 4
		SP:Iteration 36Q (157673.720000 sec): 3 clusters
  Score: Raw -247096.056947 + Penalty 2548.868229 = -244547.188718
  nChanged 4
		SP:Iteration 37Q (157673.920000 sec): 3 clusters
  Score: Raw -247097.755544 + Penalty 2548.868229 = -244548.887315
  nChanged 5
		SP:Iteration 38Q (157674.090000 sec): 3 clusters
  Score: Raw -247100.029820 + Penalty 2548.868229 = -244551.161591
  nChanged 8
		SP:Iteration 39Q (157674.270000 sec): 3 clusters
  Score: Raw -247104.659469 + Penalty 2548.868229 = -244555.791239
  nChanged 7
		SP:Iteration 40F (157674.470000 sec): 3 clusters
  Score: Raw -247107.381421 + Penalty 2548.868229 = -244558.513191
  nChanged 7
		SP:Iteration 41Q (157674.670000 sec): 3 clusters
  Score: Raw -247110.098766 + Penalty 2548.868229 = -244561.230537
  nChanged 3
		SP:Iteration 42Q (157674.860000 sec): 3 clusters
  Score: Raw -247110.771745 + Penalty 2548.868229 = -244561.903516
  nChanged 2
		SP:Iteration 43Q (157675.050000 sec): 3 clusters
  Score: Raw -247111.723011 + Penalty 2548.868229 = -244562.854781
  nChanged 1
		SP:Iteration 44Q (157675.250000 sec): 3 clusters
  Score: Raw -247111.976043 + Penalty 2548.868229 = -244563.107814
  nChanged 1
		SP:Iteration 45Q (157675.430000 sec): 3 clusters
  Score: Raw -247112.475775 + Penalty 2548.868229 = -244563.607545
  nChanged 2
		SP:Iteration 46Q (157675.610000 sec): 3 clusters
  Score: Raw -247113.542956 + Penalty 2548.868229 = -244564.674727
  nChanged 2
		SP:Iteration 47Q (157675.810000 sec): 3 clusters
  Score: Raw -247114.412873 + Penalty 2548.868229 = -244565.544643
  nChanged 1
		SP:Iteration 48Q (157675.990000 sec): 3 clusters
  Score: Raw -247114.677846 + Penalty 2548.868229 = -244565.809617
  nChanged 3
		SP:Iteration 49Q (157676.150000 sec): 3 clusters
  Score: Raw -247115.677763 + Penalty 2548.868229 = -244566.809533
  nChanged 1
		SP:Iteration 50Q (157676.310000 sec): 3 clusters
  Score: Raw -247116.156050 + Penalty 2548.868229 = -244567.287821
  nChanged 1
		SP:Iteration 51Q (157676.470000 sec): 3 clusters
  Score: Raw -247116.522759 + Penalty 2548.868229 = -244567.654530
  nChanged 1
		SP:Iteration 52Q (157676.620000 sec): 3 clusters
  Score: Raw -247117.635379 + Penalty 2548.868229 = -244568.767150
  nChanged 1
		SP:Iteration 53Q (157676.760000 sec): 3 clusters
  Score: Raw -247118.330287 + Penalty 2548.868229 = -244569.462057
  nChanged 0
		SP:Iteration 54F (157676.890000 sec): 3 clusters
  Score: Raw -247118.330287 + Penalty 2548.868229 = -244569.462057
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157677.010000 sec): 2 clusters
  Score: Raw -834475.643339 + Penalty 1461.169313 = -833014.474026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157677.270000 sec): 3 clusters
  Score: Raw -830062.281772 + Penalty 2922.338626 = -827139.943146
  nChanged 3391
		SP:Iteration 1F (157677.450000 sec): 3 clusters
  Score: Raw -832087.955881 + Penalty 2922.338626 = -829165.617255
  nChanged 645
		SP:Iteration 2F (157677.660000 sec): 3 clusters
  Score: Raw -832545.891869 + Penalty 2922.338626 = -829623.553243
  nChanged 563
		SP:Iteration 3F (157677.840000 sec): 3 clusters
  Score: Raw -833011.437897 + Penalty 2922.338626 = -830089.099270
  nChanged 562
		SP:Iteration 4F (157678.070000 sec): 3 clusters
  Score: Raw -833424.118132 + Penalty 2922.338626 = -830501.779506
  nChanged 440
		SP:Iteration 5F (157678.280000 sec): 3 clusters
  Score: Raw -833693.949212 + Penalty 2922.338626 = -830771.610585
  nChanged 390
		SP:Iteration 6Q (157678.490000 sec): 3 clusters
  Score: Raw -833903.417882 + Penalty 2922.338626 = -830981.079256
  nChanged 317
		SP:Iteration 7Q (157678.730000 sec): 3 clusters
  Score: Raw -834058.523526 + Penalty 2922.338626 = -831136.184900
  nChanged 257
		SP:Iteration 8Q (157678.930000 sec): 3 clusters
  Score: Raw -834194.117747 + Penalty 2922.338626 = -831271.779121
  nChanged 236
		SP:Iteration 9Q (157679.110000 sec): 3 clusters
  Score: Raw -834318.153352 + Penalty 2922.338626 = -831395.814726
  nChanged 203
		SP:Iteration 10Q (157679.290000 sec): 3 clusters
  Score: Raw -834411.049800 + Penalty 2922.338626 = -831488.711174
  nChanged 176
		SP:Iteration 11Q (157679.510000 sec): 3 clusters
  Score: Raw -834487.310062 + Penalty 2922.338626 = -831564.971436
  nChanged 148
		SP:Iteration 12Q (157679.700000 sec): 3 clusters
  Score: Raw -834551.005706 + Penalty 2922.338626 = -831628.667080
  nChanged 124
		SP:Iteration 13Q (157679.950000 sec): 3 clusters
  Score: Raw -834592.202239 + Penalty 2922.338626 = -831669.863612
  nChanged 108
		SP:Iteration 14Q (157680.130000 sec): 3 clusters
  Score: Raw -834629.000370 + Penalty 2922.338626 = -831706.661744
  nChanged 104
		SP:Iteration 15Q (157680.330000 sec): 3 clusters
  Score: Raw -834663.418874 + Penalty 2922.338626 = -831741.080248
  nChanged 87
		SP:Iteration 16Q (157680.520000 sec): 3 clusters
  Score: Raw -834688.497448 + Penalty 2922.338626 = -831766.158821
  nChanged 68
		SP:Iteration 17Q (157680.750000 sec): 3 clusters
  Score: Raw -834707.939489 + Penalty 2922.338626 = -831785.600863
  nChanged 62
		SP:Iteration 18Q (157680.970000 sec): 3 clusters
  Score: Raw -834725.143351 + Penalty 2922.338626 = -831802.804724
  nChanged 59
		SP:Iteration 19Q (157681.140000 sec): 3 clusters
  Score: Raw -834740.390451 + Penalty 2922.338626 = -831818.051825
  nChanged 54
		SP:Iteration 20F (157681.350000 sec): 3 clusters
  Score: Raw -834753.305252 + Penalty 2922.338626 = -831830.966625
  nChanged 39
		SP:Iteration 21Q (157681.550000 sec): 3 clusters
  Score: Raw -834763.726563 + Penalty 2922.338626 = -831841.387936
  nChanged 45
		SP:Iteration 22Q (157681.770000 sec): 3 clusters
  Score: Raw -834776.440800 + Penalty 2922.338626 = -831854.102174
  nChanged 52
		SP:Iteration 23Q (157681.970000 sec): 3 clusters
  Score: Raw -834793.434942 + Penalty 2922.338626 = -831871.096316
  nChanged 45
		SP:Iteration 24Q (157682.170000 sec): 3 clusters
  Score: Raw -834805.961273 + Penalty 2922.338626 = -831883.622647
  nChanged 51
		SP:Iteration 25Q (157682.380000 sec): 3 clusters
  Score: Raw -834821.539682 + Penalty 2922.338626 = -831899.201056
  nChanged 42
		SP:Iteration 26Q (157682.560000 sec): 3 clusters
  Score: Raw -834833.772052 + Penalty 2922.338626 = -831911.433425
  nChanged 34
		SP:Iteration 27Q (157682.730000 sec): 3 clusters
  Score: Raw -834844.157803 + Penalty 2922.338626 = -831921.819177
  nChanged 25
		SP:Iteration 28Q (157682.950000 sec): 3 clusters
  Score: Raw -834849.428728 + Penalty 2922.338626 = -831927.090101
  nChanged 18
		SP:Iteration 29Q (157683.140000 sec): 3 clusters
  Score: Raw -834856.304565 + Penalty 2922.338626 = -831933.965938
  nChanged 20
		SP:Iteration 30Q (157683.400000 sec): 3 clusters
  Score: Raw -834862.703939 + Penalty 2922.338626 = -831940.365312
  nChanged 19
		SP:Iteration 31Q (157683.600000 sec): 3 clusters
  Score: Raw -834868.205995 + Penalty 2922.338626 = -831945.867369
  nChanged 16
		SP:Iteration 32Q (157683.780000 sec): 3 clusters
  Score: Raw -834871.494871 + Penalty 2922.338626 = -831949.156244
  nChanged 15
		SP:Iteration 33Q (157683.970000 sec): 3 clusters
  Score: Raw -834874.773476 + Penalty 2922.338626 = -831952.434850
  nChanged 10
		SP:Iteration 34Q (157684.180000 sec): 3 clusters
  Score: Raw -834876.966682 + Penalty 2922.338626 = -831954.628056
  nChanged 14
		SP:Iteration 35Q (157684.420000 sec): 3 clusters
  Score: Raw -834881.006689 + Penalty 2922.338626 = -831958.668062
  nChanged 18
		SP:Iteration 36Q (157684.610000 sec): 3 clusters
  Score: Raw -834886.376771 + Penalty 2922.338626 = -831964.038144
  nChanged 18
		SP:Iteration 37Q (157684.800000 sec): 3 clusters
  Score: Raw -834890.523542 + Penalty 2922.338626 = -831968.184915
  nChanged 11
		SP:Iteration 38Q (157684.980000 sec): 3 clusters
  Score: Raw -834894.264721 + Penalty 2922.338626 = -831971.926095
  nChanged 12
		SP:Iteration 39Q (157685.190000 sec): 3 clusters
  Score: Raw -834896.929036 + Penalty 2922.338626 = -831974.590409
  nChanged 18
		SP:Iteration 40F (157685.410000 sec): 3 clusters
  Score: Raw -834902.887034 + Penalty 2922.338626 = -831980.548407
  nChanged 15
		SP:Iteration 41Q (157685.600000 sec): 3 clusters
  Score: Raw -834907.993059 + Penalty 2922.338626 = -831985.654433
  nChanged 15
		SP:Iteration 42Q (157685.780000 sec): 3 clusters
  Score: Raw -834911.827815 + Penalty 2922.338626 = -831989.489188
  nChanged 15
		SP:Iteration 43Q (157685.980000 sec): 3 clusters
  Score: Raw -834916.053104 + Penalty 2922.338626 = -831993.714477
  nChanged 19
		SP:Iteration 44Q (157686.230000 sec): 3 clusters
  Score: Raw -834922.186788 + Penalty 2922.338626 = -831999.848161
  nChanged 18
		SP:Iteration 45Q (157686.440000 sec): 3 clusters
  Score: Raw -834928.293730 + Penalty 2922.338626 = -832005.955104
  nChanged 22
		SP:Iteration 46Q (157686.660000 sec): 3 clusters
  Score: Raw -834935.649875 + Penalty 2922.338626 = -832013.311248
  nChanged 21
		SP:Iteration 47Q (157686.880000 sec): 3 clusters
  Score: Raw -834942.712451 + Penalty 2922.338626 = -832020.373825
  nChanged 20
		SP:Iteration 48Q (157687.100000 sec): 3 clusters
  Score: Raw -834950.341006 + Penalty 2922.338626 = -832028.002379
  nChanged 20
		SP:Iteration 49Q (157687.320000 sec): 3 clusters
  Score: Raw -834959.568313 + Penalty 2922.338626 = -832037.229687
  nChanged 25
		SP:Iteration 50Q (157687.490000 sec): 3 clusters
  Score: Raw -834970.869310 + Penalty 2922.338626 = -832048.530684
  nChanged 30
		SP:Iteration 51Q (157687.680000 sec): 3 clusters
  Score: Raw -834984.928236 + Penalty 2922.338626 = -832062.589609
  nChanged 28
		SP:Iteration 52Q (157687.840000 sec): 3 clusters
  Score: Raw -834998.382310 + Penalty 2922.338626 = -832076.043683
  nChanged 34
		SP:Iteration 53Q (157688.040000 sec): 3 clusters
  Score: Raw -835014.424577 + Penalty 2922.338626 = -832092.085951
  nChanged 31
		SP:Iteration 54Q (157688.260000 sec): 3 clusters
  Score: Raw -835025.536883 + Penalty 2922.338626 = -832103.198257
  nChanged 27
		SP:Iteration 55Q (157688.440000 sec): 3 clusters
  Score: Raw -835036.216796 + Penalty 2922.338626 = -832113.878169
  nChanged 29
		SP:Iteration 56Q (157688.650000 sec): 3 clusters
  Score: Raw -835049.166684 + Penalty 2922.338626 = -832126.828058
  nChanged 21
		SP:Iteration 57Q (157688.800000 sec): 3 clusters
  Score: Raw -835057.274788 + Penalty 2922.338626 = -832134.936161
  nChanged 22
		SP:Iteration 58Q (157688.980000 sec): 3 clusters
  Score: Raw -835067.780650 + Penalty 2922.338626 = -832145.442023
  nChanged 32
		SP:Iteration 59Q (157689.140000 sec): 3 clusters
  Score: Raw -835079.550237 + Penalty 2922.338626 = -832157.211610
  nChanged 17
		SP:Iteration 60F (157689.330000 sec): 3 clusters
  Score: Raw -835088.487183 + Penalty 2922.338626 = -832166.148556
  nChanged 19
		SP:Iteration 61Q (157689.550000 sec): 3 clusters
  Score: Raw -835097.712187 + Penalty 2922.338626 = -832175.373560
  nChanged 14
		SP:Iteration 62Q (157689.760000 sec): 3 clusters
  Score: Raw -835104.173660 + Penalty 2922.338626 = -832181.835034
  nChanged 16
		SP:Iteration 63Q (157689.930000 sec): 3 clusters
  Score: Raw -835112.401925 + Penalty 2922.338626 = -832190.063299
  nChanged 12
		SP:Iteration 64Q (157690.130000 sec): 3 clusters
  Score: Raw -835116.654141 + Penalty 2922.338626 = -832194.315514
  nChanged 9
		SP:Iteration 65Q (157690.360000 sec): 3 clusters
  Score: Raw -835119.553782 + Penalty 2922.338626 = -832197.215156
  nChanged 4
		SP:Iteration 66Q (157690.540000 sec): 3 clusters
  Score: Raw -835120.742888 + Penalty 2922.338626 = -832198.404262
  nChanged 3
		SP:Iteration 67Q (157690.770000 sec): 3 clusters
  Score: Raw -835121.973400 + Penalty 2922.338626 = -832199.634774
  nChanged 8
		SP:Iteration 68Q (157690.920000 sec): 3 clusters
  Score: Raw -835125.075540 + Penalty 2922.338626 = -832202.736913
  nChanged 2
		SP:Iteration 69Q (157691.150000 sec): 3 clusters
  Score: Raw -835125.649427 + Penalty 2922.338626 = -832203.310801
  nChanged 4
		SP:Iteration 70Q (157691.360000 sec): 3 clusters
  Score: Raw -835126.473266 + Penalty 2922.338626 = -832204.134640
  nChanged 0
		SP:Iteration 71F (157691.540000 sec): 3 clusters
  Score: Raw -835126.473266 + Penalty 2922.338626 = -832204.134640
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157691.670000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157691.830000 sec): 3 clusters
  Score: Raw -16207.136678 + Penalty 1661.396031 = -14545.740646
  nChanged 14
		SP:Iteration 1F (157691.960000 sec): 3 clusters
  Score: Raw -16244.302728 + Penalty 1661.396031 = -14582.906696
  nChanged 3
		SP:Iteration 2Q (157692.150000 sec): 3 clusters
  Score: Raw -16260.244281 + Penalty 1661.396031 = -14598.848249
  nChanged 1
		SP:Iteration 3Q (157692.320000 sec): 3 clusters
  Score: Raw -16261.133762 + Penalty 1661.396031 = -14599.737730
  nChanged 0
		SP:Iteration 4F (157692.500000 sec): 3 clusters
  Score: Raw -16261.133762 + Penalty 1661.396031 = -14599.737730
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157692.610000 sec): 2 clusters
  Score: Raw -507902.050574 + Penalty 1370.459052 = -506531.591522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157692.780000 sec): 3 clusters
  Score: Raw -505547.576629 + Penalty 2740.918104 = -502806.658524
  nChanged 1804
		SP:Iteration 1F (157692.980000 sec): 3 clusters
  Score: Raw -506531.706181 + Penalty 2740.918104 = -503790.788076
  nChanged 361
		SP:Iteration 2F (157693.190000 sec): 3 clusters
  Score: Raw -506712.237282 + Penalty 2740.918104 = -503971.319177
  nChanged 231
		SP:Iteration 3F (157693.390000 sec): 3 clusters
  Score: Raw -506807.250892 + Penalty 2740.918104 = -504066.332788
  nChanged 158
		SP:Iteration 4Q (157693.580000 sec): 3 clusters
  Score: Raw -506867.079765 + Penalty 2740.918104 = -504126.161661
  nChanged 140
		SP:Iteration 5Q (157693.770000 sec): 3 clusters
  Score: Raw -506926.798429 + Penalty 2740.918104 = -504185.880324
  nChanged 118
		SP:Iteration 6Q (157693.960000 sec): 3 clusters
  Score: Raw -506974.504166 + Penalty 2740.918104 = -504233.586061
  nChanged 95
		SP:Iteration 7Q (157694.130000 sec): 3 clusters
  Score: Raw -507014.875721 + Penalty 2740.918104 = -504273.957617
  nChanged 88
		SP:Iteration 8Q (157694.300000 sec): 3 clusters
  Score: Raw -507040.179451 + Penalty 2740.918104 = -504299.261346
  nChanged 79
		SP:Iteration 9Q (157694.500000 sec): 3 clusters
  Score: Raw -507066.994261 + Penalty 2740.918104 = -504326.076156
  nChanged 67
		SP:Iteration 10Q (157694.710000 sec): 3 clusters
  Score: Raw -507088.405769 + Penalty 2740.918104 = -504347.487665
  nChanged 56
		SP:Iteration 11Q (157694.870000 sec): 3 clusters
  Score: Raw -507107.902284 + Penalty 2740.918104 = -504366.984179
  nChanged 67
		SP:Iteration 12Q (157695.100000 sec): 3 clusters
  Score: Raw -507135.295424 + Penalty 2740.918104 = -504394.377320
  nChanged 76
		SP:Iteration 13Q (157695.310000 sec): 3 clusters
  Score: Raw -507164.688696 + Penalty 2740.918104 = -504423.770592
  nChanged 79
		SP:Iteration 14Q (157695.500000 sec): 3 clusters
  Score: Raw -507197.148384 + Penalty 2740.918104 = -504456.230280
  nChanged 71
		SP:Iteration 15Q (157695.660000 sec): 3 clusters
  Score: Raw -507223.248711 + Penalty 2740.918104 = -504482.330606
  nChanged 74
		SP:Iteration 16Q (157695.860000 sec): 3 clusters
  Score: Raw -507250.501123 + Penalty 2740.918104 = -504509.583019
  nChanged 80
		SP:Iteration 17Q (157696.040000 sec): 3 clusters
  Score: Raw -507279.329516 + Penalty 2740.918104 = -504538.411412
  nChanged 77
		SP:Iteration 18Q (157696.260000 sec): 3 clusters
  Score: Raw -507309.500646 + Penalty 2740.918104 = -504568.582541
  nChanged 74
		SP:Iteration 19Q (157696.470000 sec): 3 clusters
  Score: Raw -507337.259155 + Penalty 2740.918104 = -504596.341051
  nChanged 78
		SP:Iteration 20F (157696.670000 sec): 3 clusters
  Score: Raw -507373.388104 + Penalty 2740.918104 = -504632.469999
  nChanged 82
		SP:Iteration 21Q (157696.830000 sec): 3 clusters
  Score: Raw -507409.108774 + Penalty 2740.918104 = -504668.190670
  nChanged 76
		SP:Iteration 22Q (157697.030000 sec): 3 clusters
  Score: Raw -507446.258066 + Penalty 2740.918104 = -504705.339962
  nChanged 93
		SP:Iteration 23Q (157697.190000 sec): 3 clusters
  Score: Raw -507493.564179 + Penalty 2740.918104 = -504752.646074
  nChanged 104
		SP:Iteration 24Q (157697.410000 sec): 3 clusters
  Score: Raw -507549.175759 + Penalty 2740.918104 = -504808.257655
  nChanged 106
		SP:Iteration 25Q (157697.570000 sec): 3 clusters
  Score: Raw -507602.655509 + Penalty 2740.918104 = -504861.737404
  nChanged 100
		SP:Iteration 26Q (157697.730000 sec): 3 clusters
  Score: Raw -507658.909486 + Penalty 2740.918104 = -504917.991381
  nChanged 99
		SP:Iteration 27Q (157697.910000 sec): 3 clusters
  Score: Raw -507716.938302 + Penalty 2740.918104 = -504976.020198
  nChanged 86
		SP:Iteration 28Q (157698.120000 sec): 3 clusters
  Score: Raw -507761.727333 + Penalty 2740.918104 = -505020.809229
  nChanged 73
		SP:Iteration 29Q (157698.330000 sec): 3 clusters
  Score: Raw -507800.320414 + Penalty 2740.918104 = -505059.402309
  nChanged 64
		SP:Iteration 30Q (157698.520000 sec): 3 clusters
  Score: Raw -507827.634646 + Penalty 2740.918104 = -505086.716542
  nChanged 51
		SP:Iteration 31Q (157698.710000 sec): 3 clusters
  Score: Raw -507856.581755 + Penalty 2740.918104 = -505115.663650
  nChanged 57
		SP:Iteration 32Q (157698.920000 sec): 3 clusters
  Score: Raw -507891.702158 + Penalty 2740.918104 = -505150.784053
  nChanged 58
		SP:Iteration 33Q (157699.090000 sec): 3 clusters
  Score: Raw -507926.004519 + Penalty 2740.918104 = -505185.086415
  nChanged 50
		SP:Iteration 34Q (157699.290000 sec): 3 clusters
  Score: Raw -507956.882667 + Penalty 2740.918104 = -505215.964563
  nChanged 52
		SP:Iteration 35Q (157699.530000 sec): 3 clusters
  Score: Raw -507996.740902 + Penalty 2740.918104 = -505255.822797
  nChanged 50
		SP:Iteration 36Q (157699.670000 sec): 3 clusters
  Score: Raw -508029.479672 + Penalty 2740.918104 = -505288.561568
  nChanged 47
		SP:Iteration 37Q (157699.900000 sec): 3 clusters
  Score: Raw -508057.894443 + Penalty 2740.918104 = -505316.976338
  nChanged 43
		SP:Iteration 38Q (157700.080000 sec): 3 clusters
  Score: Raw -508083.051242 + Penalty 2740.918104 = -505342.133137
  nChanged 29
		SP:Iteration 39Q (157700.280000 sec): 3 clusters
  Score: Raw -508100.907675 + Penalty 2740.918104 = -505359.989570
  nChanged 26
		SP:Iteration 40F (157700.460000 sec): 3 clusters
  Score: Raw -508119.832752 + Penalty 2740.918104 = -505378.914648
  nChanged 25
		SP:Iteration 41Q (157700.670000 sec): 3 clusters
  Score: Raw -508132.946291 + Penalty 2740.918104 = -505392.028187
  nChanged 26
		SP:Iteration 42Q (157700.870000 sec): 3 clusters
  Score: Raw -508146.843725 + Penalty 2740.918104 = -505405.925620
  nChanged 16
		SP:Iteration 43Q (157701.050000 sec): 3 clusters
  Score: Raw -508154.846181 + Penalty 2740.918104 = -505413.928077
  nChanged 20
		SP:Iteration 44Q (157701.250000 sec): 3 clusters
  Score: Raw -508165.083455 + Penalty 2740.918104 = -505424.165350
  nChanged 20
		SP:Iteration 45Q (157701.480000 sec): 3 clusters
  Score: Raw -508175.307411 + Penalty 2740.918104 = -505434.389306
  nChanged 19
		SP:Iteration 46Q (157701.670000 sec): 3 clusters
  Score: Raw -508185.614958 + Penalty 2740.918104 = -505444.696854
  nChanged 18
		SP:Iteration 47Q (157701.870000 sec): 3 clusters
  Score: Raw -508193.594885 + Penalty 2740.918104 = -505452.676781
  nChanged 17
		SP:Iteration 48Q (157702.030000 sec): 3 clusters
  Score: Raw -508201.894547 + Penalty 2740.918104 = -505460.976442
  nChanged 11
		SP:Iteration 49Q (157702.230000 sec): 3 clusters
  Score: Raw -508204.849833 + Penalty 2740.918104 = -505463.931729
  nChanged 7
		SP:Iteration 50Q (157702.410000 sec): 3 clusters
  Score: Raw -508206.892374 + Penalty 2740.918104 = -505465.974269
  nChanged 5
		SP:Iteration 51Q (157702.600000 sec): 3 clusters
  Score: Raw -508208.810973 + Penalty 2740.918104 = -505467.892869
  nChanged 4
		SP:Iteration 52Q (157702.830000 sec): 3 clusters
  Score: Raw -508210.638049 + Penalty 2740.918104 = -505469.719944
  nChanged 3
		SP:Iteration 53Q (157703.000000 sec): 3 clusters
  Score: Raw -508211.247618 + Penalty 2740.918104 = -505470.329514
  nChanged 1
		SP:Iteration 54Q (157703.210000 sec): 3 clusters
  Score: Raw -508211.548879 + Penalty 2740.918104 = -505470.630775
  nChanged 1
		SP:Iteration 55Q (157703.410000 sec): 3 clusters
  Score: Raw -508211.944246 + Penalty 2740.918104 = -505471.026141
  nChanged 5
		SP:Iteration 56Q (157703.610000 sec): 3 clusters
  Score: Raw -508213.546924 + Penalty 2740.918104 = -505472.628819
  nChanged 7
		SP:Iteration 57Q (157703.810000 sec): 3 clusters
  Score: Raw -508216.391944 + Penalty 2740.918104 = -505475.473839
  nChanged 10
		SP:Iteration 58Q (157703.980000 sec): 3 clusters
  Score: Raw -508220.636759 + Penalty 2740.918104 = -505479.718655
  nChanged 5
		SP:Iteration 59Q (157704.180000 sec): 3 clusters
  Score: Raw -508223.645158 + Penalty 2740.918104 = -505482.727054
  nChanged 5
		SP:Iteration 60F (157704.320000 sec): 3 clusters
  Score: Raw -508225.912802 + Penalty 2740.918104 = -505484.994697
  nChanged 6
		SP:Iteration 61Q (157704.500000 sec): 3 clusters
  Score: Raw -508229.790008 + Penalty 2740.918104 = -505488.871904
  nChanged 9
		SP:Iteration 62Q (157704.670000 sec): 3 clusters
  Score: Raw -508233.194066 + Penalty 2740.918104 = -505492.275962
  nChanged 8
		SP:Iteration 63Q (157704.840000 sec): 3 clusters
  Score: Raw -508235.615863 + Penalty 2740.918104 = -505494.697759
  nChanged 7
		SP:Iteration 64Q (157705.000000 sec): 3 clusters
  Score: Raw -508239.050688 + Penalty 2740.918104 = -505498.132583
  nChanged 6
		SP:Iteration 65Q (157705.170000 sec): 3 clusters
  Score: Raw -508241.586451 + Penalty 2740.918104 = -505500.668346
  nChanged 4
		SP:Iteration 66Q (157705.360000 sec): 3 clusters
  Score: Raw -508242.574660 + Penalty 2740.918104 = -505501.656556
  nChanged 3
		SP:Iteration 67Q (157705.550000 sec): 3 clusters
  Score: Raw -508243.634575 + Penalty 2740.918104 = -505502.716471
  nChanged 1
		SP:Iteration 68Q (157705.760000 sec): 3 clusters
  Score: Raw -508244.025110 + Penalty 2740.918104 = -505503.107005
  nChanged 1
		SP:Iteration 69Q (157705.930000 sec): 3 clusters
  Score: Raw -508244.186136 + Penalty 2740.918104 = -505503.268031
  nChanged 0
		SP:Iteration 70F (157706.130000 sec): 3 clusters
  Score: Raw -508244.186136 + Penalty 2740.918104 = -505503.268031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157706.250000 sec): 2 clusters
  Score: Raw -326335.345289 + Penalty 1299.401550 = -325035.943739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157706.430000 sec): 3 clusters
  Score: Raw -324940.840745 + Penalty 2598.803100 = -322342.037644
  nChanged 1051
		SP:Iteration 1F (157706.640000 sec): 3 clusters
  Score: Raw -325554.705472 + Penalty 2598.803100 = -322955.902372
  nChanged 229
		SP:Iteration 2F (157706.830000 sec): 3 clusters
  Score: Raw -325695.813760 + Penalty 2598.803100 = -323097.010660
  nChanged 173
		SP:Iteration 3F (157707.030000 sec): 3 clusters
  Score: Raw -325798.832886 + Penalty 2598.803100 = -323200.029785
  nChanged 121
		SP:Iteration 4Q (157707.210000 sec): 3 clusters
  Score: Raw -325858.858772 + Penalty 2598.803100 = -323260.055672
  nChanged 86
		SP:Iteration 5Q (157707.400000 sec): 3 clusters
  Score: Raw -325897.561595 + Penalty 2598.803100 = -323298.758494
  nChanged 64
		SP:Iteration 6Q (157707.560000 sec): 3 clusters
  Score: Raw -325927.116061 + Penalty 2598.803100 = -323328.312961
  nChanged 58
		SP:Iteration 7Q (157707.730000 sec): 3 clusters
  Score: Raw -325956.781621 + Penalty 2598.803100 = -323357.978521
  nChanged 65
		SP:Iteration 8Q (157707.930000 sec): 3 clusters
  Score: Raw -325987.639651 + Penalty 2598.803100 = -323388.836550
  nChanged 51
		SP:Iteration 9Q (157708.090000 sec): 3 clusters
  Score: Raw -326011.446038 + Penalty 2598.803100 = -323412.642937
  nChanged 48
		SP:Iteration 10Q (157708.240000 sec): 3 clusters
  Score: Raw -326034.988064 + Penalty 2598.803100 = -323436.184963
  nChanged 42
		SP:Iteration 11Q (157708.440000 sec): 3 clusters
  Score: Raw -326053.277092 + Penalty 2598.803100 = -323454.473992
  nChanged 38
		SP:Iteration 12Q (157708.640000 sec): 3 clusters
  Score: Raw -326073.471597 + Penalty 2598.803100 = -323474.668496
  nChanged 36
		SP:Iteration 13Q (157708.820000 sec): 3 clusters
  Score: Raw -326091.053970 + Penalty 2598.803100 = -323492.250870
  nChanged 32
		SP:Iteration 14Q (157709.000000 sec): 3 clusters
  Score: Raw -326103.887704 + Penalty 2598.803100 = -323505.084604
  nChanged 27
		SP:Iteration 15Q (157709.130000 sec): 3 clusters
  Score: Raw -326117.688369 + Penalty 2598.803100 = -323518.885269
  nChanged 32
		SP:Iteration 16Q (157709.270000 sec): 3 clusters
  Score: Raw -326133.797768 + Penalty 2598.803100 = -323534.994668
  nChanged 29
		SP:Iteration 17Q (157709.460000 sec): 3 clusters
  Score: Raw -326147.306246 + Penalty 2598.803100 = -323548.503146
  nChanged 26
		SP:Iteration 18Q (157709.620000 sec): 3 clusters
  Score: Raw -326161.818160 + Penalty 2598.803100 = -323563.015060
  nChanged 31
		SP:Iteration 19Q (157709.810000 sec): 3 clusters
  Score: Raw -326178.886225 + Penalty 2598.803100 = -323580.083124
  nChanged 35
		SP:Iteration 20F (157709.990000 sec): 3 clusters
  Score: Raw -326202.125320 + Penalty 2598.803100 = -323603.322220
  nChanged 38
		SP:Iteration 21Q (157710.200000 sec): 3 clusters
  Score: Raw -326227.344670 + Penalty 2598.803100 = -323628.541570
  nChanged 44
		SP:Iteration 22Q (157710.340000 sec): 3 clusters
  Score: Raw -326259.704068 + Penalty 2598.803100 = -323660.900968
  nChanged 34
		SP:Iteration 23Q (157710.570000 sec): 3 clusters
  Score: Raw -326284.011332 + Penalty 2598.803100 = -323685.208232
  nChanged 31
		SP:Iteration 24Q (157710.680000 sec): 3 clusters
  Score: Raw -326304.758381 + Penalty 2598.803100 = -323705.955281
  nChanged 25
		SP:Iteration 25Q (157710.860000 sec): 3 clusters
  Score: Raw -326320.642475 + Penalty 2598.803100 = -323721.839374
  nChanged 17
		SP:Iteration 26Q (157711.020000 sec): 3 clusters
  Score: Raw -326332.887249 + Penalty 2598.803100 = -323734.084148
  nChanged 17
		SP:Iteration 27Q (157711.240000 sec): 3 clusters
  Score: Raw -326344.089877 + Penalty 2598.803100 = -323745.286776
  nChanged 18
		SP:Iteration 28Q (157711.400000 sec): 3 clusters
  Score: Raw -326355.718226 + Penalty 2598.803100 = -323756.915125
  nChanged 14
		SP:Iteration 29Q (157711.620000 sec): 3 clusters
  Score: Raw -326364.957583 + Penalty 2598.803100 = -323766.154483
  nChanged 12
		SP:Iteration 30Q (157711.800000 sec): 3 clusters
  Score: Raw -326371.224276 + Penalty 2598.803100 = -323772.421176
  nChanged 7
		SP:Iteration 31Q (157711.980000 sec): 3 clusters
  Score: Raw -326376.390968 + Penalty 2598.803100 = -323777.587868
  nChanged 11
		SP:Iteration 32Q (157712.160000 sec): 3 clusters
  Score: Raw -326383.473186 + Penalty 2598.803100 = -323784.670086
  nChanged 11
		SP:Iteration 33Q (157712.360000 sec): 3 clusters
  Score: Raw -326392.485111 + Penalty 2598.803100 = -323793.682010
  nChanged 14
		SP:Iteration 34Q (157712.490000 sec): 3 clusters
  Score: Raw -326402.597214 + Penalty 2598.803100 = -323803.794114
  nChanged 14
		SP:Iteration 35Q (157712.660000 sec): 3 clusters
  Score: Raw -326412.077298 + Penalty 2598.803100 = -323813.274198
  nChanged 10
		SP:Iteration 36Q (157712.860000 sec): 3 clusters
  Score: Raw -326419.954719 + Penalty 2598.803100 = -323821.151618
  nChanged 12
		SP:Iteration 37Q (157713.050000 sec): 3 clusters
  Score: Raw -326429.625075 + Penalty 2598.803100 = -323830.821974
  nChanged 11
		SP:Iteration 38Q (157713.190000 sec): 3 clusters
  Score: Raw -326438.658971 + Penalty 2598.803100 = -323839.855871
  nChanged 9
		SP:Iteration 39Q (157713.390000 sec): 3 clusters
  Score: Raw -326446.617484 + Penalty 2598.803100 = -323847.814384
  nChanged 6
		SP:Iteration 40F (157713.590000 sec): 3 clusters
  Score: Raw -326450.192450 + Penalty 2598.803100 = -323851.389350
  nChanged 5
		SP:Iteration 41Q (157713.750000 sec): 3 clusters
  Score: Raw -326452.967216 + Penalty 2598.803100 = -323854.164116
  nChanged 3
		SP:Iteration 42Q (157713.920000 sec): 3 clusters
  Score: Raw -326455.108627 + Penalty 2598.803100 = -323856.305527
  nChanged 2
		SP:Iteration 43Q (157714.140000 sec): 3 clusters
  Score: Raw -326455.980581 + Penalty 2598.803100 = -323857.177481
  nChanged 5
		SP:Iteration 44Q (157714.330000 sec): 3 clusters
  Score: Raw -326460.744533 + Penalty 2598.803100 = -323861.941433
  nChanged 4
		SP:Iteration 45Q (157714.470000 sec): 3 clusters
  Score: Raw -326463.504117 + Penalty 2598.803100 = -323864.701017
  nChanged 2
		SP:Iteration 46Q (157714.660000 sec): 3 clusters
  Score: Raw -326464.650825 + Penalty 2598.803100 = -323865.847725
  nChanged 1
		SP:Iteration 47Q (157714.850000 sec): 3 clusters
  Score: Raw -326464.877605 + Penalty 2598.803100 = -323866.074505
  nChanged 0
		SP:Iteration 48F (157715.040000 sec): 3 clusters
  Score: Raw -326464.877605 + Penalty 2598.803100 = -323866.074505
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157715.170000 sec): 2 clusters
  Score: Raw -2180985.507481 + Penalty 1607.839407 = -2179377.668074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157715.460000 sec): 3 clusters
  Score: Raw -2169086.109321 + Penalty 3215.678815 = -2165870.430506
  nChanged 8971
		SP:Iteration 1F (157715.730000 sec): 3 clusters
  Score: Raw -2174070.589991 + Penalty 3215.678815 = -2170854.911177
  nChanged 855
		SP:Iteration 2Q (157716.040000 sec): 3 clusters
  Score: Raw -2174332.132539 + Penalty 3215.678815 = -2171116.453725
  nChanged 760
		SP:Iteration 3Q (157716.370000 sec): 3 clusters
  Score: Raw -2174576.598785 + Penalty 3215.678815 = -2171360.919971
  nChanged 685
		SP:Iteration 4Q (157716.640000 sec): 3 clusters
  Score: Raw -2174810.971628 + Penalty 3215.678815 = -2171595.292813
  nChanged 702
		SP:Iteration 5Q (157716.990000 sec): 3 clusters
  Score: Raw -2175082.141661 + Penalty 3215.678815 = -2171866.462846
  nChanged 750
		SP:Iteration 6Q (157717.280000 sec): 3 clusters
  Score: Raw -2175438.888364 + Penalty 3215.678815 = -2172223.209550
  nChanged 858
		SP:Iteration 7Q (157717.540000 sec): 3 clusters
  Score: Raw -2175967.001206 + Penalty 3215.678815 = -2172751.322392
  nChanged 1075
		SP:Iteration 8F (157717.810000 sec): 3 clusters
  Score: Raw -2176732.782965 + Penalty 3215.678815 = -2173517.104150
  nChanged 1245
		SP:Iteration 9F (157718.080000 sec): 3 clusters
  Score: Raw -2177673.979306 + Penalty 3215.678815 = -2174458.300491
  nChanged 1322
		SP:Iteration 10F (157718.350000 sec): 3 clusters
  Score: Raw -2178681.342134 + Penalty 3215.678815 = -2175465.663320
  nChanged 1256
		SP:Iteration 11F (157718.650000 sec): 3 clusters
  Score: Raw -2179608.067963 + Penalty 3215.678815 = -2176392.389148
  nChanged 1066
		SP:Iteration 12F (157718.960000 sec): 3 clusters
  Score: Raw -2180327.109091 + Penalty 3215.678815 = -2177111.430277
  nChanged 761
		SP:Iteration 13Q (157719.230000 sec): 3 clusters
  Score: Raw -2180765.862399 + Penalty 3215.678815 = -2177550.183584
  nChanged 542
		SP:Iteration 14Q (157719.500000 sec): 3 clusters
  Score: Raw -2181071.648111 + Penalty 3215.678815 = -2177855.969296
  nChanged 425
		SP:Iteration 15Q (157719.780000 sec): 3 clusters
  Score: Raw -2181276.405921 + Penalty 3215.678815 = -2178060.727106
  nChanged 340
		SP:Iteration 16Q (157720.120000 sec): 3 clusters
  Score: Raw -2181414.370661 + Penalty 3215.678815 = -2178198.691846
  nChanged 286
		SP:Iteration 17Q (157720.400000 sec): 3 clusters
  Score: Raw -2181510.275198 + Penalty 3215.678815 = -2178294.596384
  nChanged 221
		SP:Iteration 18Q (157720.670000 sec): 3 clusters
  Score: Raw -2181576.351535 + Penalty 3215.678815 = -2178360.672721
  nChanged 192
		SP:Iteration 19Q (157720.930000 sec): 3 clusters
  Score: Raw -2181631.607630 + Penalty 3215.678815 = -2178415.928816
  nChanged 170
		SP:Iteration 20F (157721.220000 sec): 3 clusters
  Score: Raw -2181673.313026 + Penalty 3215.678815 = -2178457.634212
  nChanged 151
		SP:Iteration 21Q (157721.520000 sec): 3 clusters
  Score: Raw -2181707.774073 + Penalty 3215.678815 = -2178492.095259
  nChanged 149
		SP:Iteration 22Q (157721.810000 sec): 3 clusters
  Score: Raw -2181739.468842 + Penalty 3215.678815 = -2178523.790028
  nChanged 127
		SP:Iteration 23Q (157722.080000 sec): 3 clusters
  Score: Raw -2181765.569121 + Penalty 3215.678815 = -2178549.890306
  nChanged 130
		SP:Iteration 24Q (157722.350000 sec): 3 clusters
  Score: Raw -2181789.393960 + Penalty 3215.678815 = -2178573.715145
  nChanged 122
		SP:Iteration 25Q (157722.620000 sec): 3 clusters
  Score: Raw -2181811.719267 + Penalty 3215.678815 = -2178596.040453
  nChanged 115
		SP:Iteration 26Q (157722.900000 sec): 3 clusters
  Score: Raw -2181833.779572 + Penalty 3215.678815 = -2178618.100757
  nChanged 111
		SP:Iteration 27Q (157723.150000 sec): 3 clusters
  Score: Raw -2181854.065817 + Penalty 3215.678815 = -2178638.387003
  nChanged 108
		SP:Iteration 28Q (157723.410000 sec): 3 clusters
  Score: Raw -2181872.944505 + Penalty 3215.678815 = -2178657.265691
  nChanged 94
		SP:Iteration 29Q (157723.680000 sec): 3 clusters
  Score: Raw -2181887.771460 + Penalty 3215.678815 = -2178672.092645
  nChanged 86
		SP:Iteration 30Q (157724.000000 sec): 3 clusters
  Score: Raw -2181902.119045 + Penalty 3215.678815 = -2178686.440230
  nChanged 83
		SP:Iteration 31Q (157724.230000 sec): 3 clusters
  Score: Raw -2181916.544723 + Penalty 3215.678815 = -2178700.865908
  nChanged 78
		SP:Iteration 32Q (157724.510000 sec): 3 clusters
  Score: Raw -2181927.975982 + Penalty 3215.678815 = -2178712.297168
  nChanged 57
		SP:Iteration 33Q (157724.770000 sec): 3 clusters
  Score: Raw -2181935.216655 + Penalty 3215.678815 = -2178719.537841
  nChanged 50
		SP:Iteration 34Q (157725.070000 sec): 3 clusters
  Score: Raw -2181941.292780 + Penalty 3215.678815 = -2178725.613965
  nChanged 51
		SP:Iteration 35Q (157725.340000 sec): 3 clusters
  Score: Raw -2181948.139301 + Penalty 3215.678815 = -2178732.460487
  nChanged 40
		SP:Iteration 36Q (157725.600000 sec): 3 clusters
  Score: Raw -2181953.003595 + Penalty 3215.678815 = -2178737.324780
  nChanged 37
		SP:Iteration 37Q (157725.880000 sec): 3 clusters
  Score: Raw -2181957.041880 + Penalty 3215.678815 = -2178741.363065
  nChanged 32
		SP:Iteration 38Q (157726.140000 sec): 3 clusters
  Score: Raw -2181960.752890 + Penalty 3215.678815 = -2178745.074075
  nChanged 35
		SP:Iteration 39Q (157726.370000 sec): 3 clusters
  Score: Raw -2181964.334821 + Penalty 3215.678815 = -2178748.656006
  nChanged 36
		SP:Iteration 40F (157726.650000 sec): 3 clusters
  Score: Raw -2181968.868137 + Penalty 3215.678815 = -2178753.189322
  nChanged 35
		SP:Iteration 41Q (157726.910000 sec): 3 clusters
  Score: Raw -2181972.960488 + Penalty 3215.678815 = -2178757.281673
  nChanged 27
		SP:Iteration 42Q (157727.200000 sec): 3 clusters
  Score: Raw -2181975.803446 + Penalty 3215.678815 = -2178760.124631
  nChanged 26
		SP:Iteration 43Q (157727.490000 sec): 3 clusters
  Score: Raw -2181978.455961 + Penalty 3215.678815 = -2178762.777147
  nChanged 26
		SP:Iteration 44Q (157727.750000 sec): 3 clusters
  Score: Raw -2181980.646889 + Penalty 3215.678815 = -2178764.968074
  nChanged 19
		SP:Iteration 45Q (157728.040000 sec): 3 clusters
  Score: Raw -2181981.973973 + Penalty 3215.678815 = -2178766.295158
  nChanged 13
		SP:Iteration 46Q (157728.340000 sec): 3 clusters
  Score: Raw -2181982.982312 + Penalty 3215.678815 = -2178767.303498
  nChanged 10
		SP:Iteration 47Q (157728.550000 sec): 3 clusters
  Score: Raw -2181983.652866 + Penalty 3215.678815 = -2178767.974052
  nChanged 9
		SP:Iteration 48Q (157728.830000 sec): 3 clusters
  Score: Raw -2181984.270529 + Penalty 3215.678815 = -2178768.591715
  nChanged 6
		SP:Iteration 49Q (157729.150000 sec): 3 clusters
  Score: Raw -2181984.906705 + Penalty 3215.678815 = -2178769.227891
  nChanged 9
		SP:Iteration 50Q (157729.430000 sec): 3 clusters
  Score: Raw -2181986.133108 + Penalty 3215.678815 = -2178770.454294
  nChanged 13
		SP:Iteration 51Q (157729.690000 sec): 3 clusters
  Score: Raw -2181987.951660 + Penalty 3215.678815 = -2178772.272845
  nChanged 15
		SP:Iteration 52Q (157730.000000 sec): 3 clusters
  Score: Raw -2181989.943710 + Penalty 3215.678815 = -2178774.264895
  nChanged 19
		SP:Iteration 53Q (157730.270000 sec): 3 clusters
  Score: Raw -2181992.447617 + Penalty 3215.678815 = -2178776.768802
  nChanged 21
		SP:Iteration 54Q (157730.610000 sec): 3 clusters
  Score: Raw -2181994.692802 + Penalty 3215.678815 = -2178779.013987
  nChanged 15
		SP:Iteration 55Q (157730.830000 sec): 3 clusters
  Score: Raw -2181995.745689 + Penalty 3215.678815 = -2178780.066874
  nChanged 14
		SP:Iteration 56Q (157731.140000 sec): 3 clusters
  Score: Raw -2181996.842592 + Penalty 3215.678815 = -2178781.163777
  nChanged 16
		SP:Iteration 57Q (157731.390000 sec): 3 clusters
  Score: Raw -2181998.263884 + Penalty 3215.678815 = -2178782.585069
  nChanged 21
		SP:Iteration 58Q (157731.660000 sec): 3 clusters
  Score: Raw -2182000.653379 + Penalty 3215.678815 = -2178784.974565
  nChanged 25
		SP:Iteration 59Q (157731.960000 sec): 3 clusters
  Score: Raw -2182003.619611 + Penalty 3215.678815 = -2178787.940796
  nChanged 24
		SP:Iteration 60F (157732.230000 sec): 3 clusters
  Score: Raw -2182005.996050 + Penalty 3215.678815 = -2178790.317236
  nChanged 19
		SP:Iteration 61Q (157732.520000 sec): 3 clusters
  Score: Raw -2182007.955331 + Penalty 3215.678815 = -2178792.276516
  nChanged 19
		SP:Iteration 62Q (157732.780000 sec): 3 clusters
  Score: Raw -2182009.645451 + Penalty 3215.678815 = -2178793.966636
  nChanged 17
		SP:Iteration 63Q (157733.060000 sec): 3 clusters
  Score: Raw -2182011.489833 + Penalty 3215.678815 = -2178795.811018
  nChanged 15
		SP:Iteration 64Q (157733.380000 sec): 3 clusters
  Score: Raw -2182012.919416 + Penalty 3215.678815 = -2178797.240602
  nChanged 13
		SP:Iteration 65Q (157733.660000 sec): 3 clusters
  Score: Raw -2182014.032148 + Penalty 3215.678815 = -2178798.353333
  nChanged 15
		SP:Iteration 66Q (157733.850000 sec): 3 clusters
  Score: Raw -2182015.345415 + Penalty 3215.678815 = -2178799.666600
  nChanged 15
		SP:Iteration 67Q (157734.150000 sec): 3 clusters
  Score: Raw -2182016.529547 + Penalty 3215.678815 = -2178800.850733
  nChanged 11
		SP:Iteration 68Q (157734.410000 sec): 3 clusters
  Score: Raw -2182017.802234 + Penalty 3215.678815 = -2178802.123420
  nChanged 15
		SP:Iteration 69Q (157734.680000 sec): 3 clusters
  Score: Raw -2182019.310472 + Penalty 3215.678815 = -2178803.631657
  nChanged 16
		SP:Iteration 70Q (157735.010000 sec): 3 clusters
  Score: Raw -2182020.611526 + Penalty 3215.678815 = -2178804.932711
  nChanged 14
		SP:Iteration 71Q (157735.280000 sec): 3 clusters
  Score: Raw -2182021.963152 + Penalty 3215.678815 = -2178806.284338
  nChanged 17
		SP:Iteration 72Q (157735.520000 sec): 3 clusters
  Score: Raw -2182023.557100 + Penalty 3215.678815 = -2178807.878286
  nChanged 21
		SP:Iteration 73Q (157735.820000 sec): 3 clusters
  Score: Raw -2182026.023044 + Penalty 3215.678815 = -2178810.344229
  nChanged 20
		SP:Iteration 74Q (157736.090000 sec): 3 clusters
  Score: Raw -2182027.786618 + Penalty 3215.678815 = -2178812.107804
  nChanged 20
		SP:Iteration 75Q (157736.380000 sec): 3 clusters
  Score: Raw -2182030.249930 + Penalty 3215.678815 = -2178814.571115
  nChanged 7
		SP:Iteration 76Q (157736.600000 sec): 3 clusters
  Score: Raw -2182031.061786 + Penalty 3215.678815 = -2178815.382972
  nChanged 11
		SP:Iteration 77Q (157736.850000 sec): 3 clusters
  Score: Raw -2182032.125107 + Penalty 3215.678815 = -2178816.446292
  nChanged 9
		SP:Iteration 78Q (157737.090000 sec): 3 clusters
  Score: Raw -2182033.110187 + Penalty 3215.678815 = -2178817.431372
  nChanged 11
		SP:Iteration 79Q (157737.310000 sec): 3 clusters
  Score: Raw -2182033.967963 + Penalty 3215.678815 = -2178818.289148
  nChanged 11
		SP:Iteration 80F (157737.610000 sec): 3 clusters
  Score: Raw -2182034.841184 + Penalty 3215.678815 = -2178819.162370
  nChanged 10
		SP:Iteration 81Q (157737.900000 sec): 3 clusters
  Score: Raw -2182035.783220 + Penalty 3215.678815 = -2178820.104405
  nChanged 12
		SP:Iteration 82Q (157738.170000 sec): 3 clusters
  Score: Raw -2182037.067466 + Penalty 3215.678815 = -2178821.388651
  nChanged 16
		SP:Iteration 83Q (157738.370000 sec): 3 clusters
  Score: Raw -2182038.342394 + Penalty 3215.678815 = -2178822.663580
  nChanged 14
		SP:Iteration 84Q (157738.640000 sec): 3 clusters
  Score: Raw -2182039.483354 + Penalty 3215.678815 = -2178823.804539
  nChanged 9
		SP:Iteration 85Q (157738.920000 sec): 3 clusters
  Score: Raw -2182040.049199 + Penalty 3215.678815 = -2178824.370385
  nChanged 5
		SP:Iteration 86Q (157739.210000 sec): 3 clusters
  Score: Raw -2182040.416722 + Penalty 3215.678815 = -2178824.737908
  nChanged 8
		SP:Iteration 87Q (157739.460000 sec): 3 clusters
  Score: Raw -2182041.044851 + Penalty 3215.678815 = -2178825.366036
  nChanged 4
		SP:Iteration 88Q (157739.720000 sec): 3 clusters
  Score: Raw -2182041.356861 + Penalty 3215.678815 = -2178825.678047
  nChanged 4
		SP:Iteration 89Q (157739.970000 sec): 3 clusters
  Score: Raw -2182041.697899 + Penalty 3215.678815 = -2178826.019085
  nChanged 2
		SP:Iteration 90Q (157740.270000 sec): 3 clusters
  Score: Raw -2182041.899457 + Penalty 3215.678815 = -2178826.220642
  nChanged 3
		SP:Iteration 91Q (157740.530000 sec): 3 clusters
  Score: Raw -2182042.199918 + Penalty 3215.678815 = -2178826.521103
  nChanged 6
		SP:Iteration 92Q (157740.790000 sec): 3 clusters
  Score: Raw -2182042.589377 + Penalty 3215.678815 = -2178826.910562
  nChanged 6
		SP:Iteration 93Q (157741.060000 sec): 3 clusters
  Score: Raw -2182043.108822 + Penalty 3215.678815 = -2178827.430007
  nChanged 9
		SP:Iteration 94Q (157741.370000 sec): 3 clusters
  Score: Raw -2182043.735253 + Penalty 3215.678815 = -2178828.056438
  nChanged 6
		SP:Iteration 95Q (157741.680000 sec): 3 clusters
  Score: Raw -2182044.047023 + Penalty 3215.678815 = -2178828.368208
  nChanged 3
		SP:Iteration 96Q (157741.910000 sec): 3 clusters
  Score: Raw -2182044.434429 + Penalty 3215.678815 = -2178828.755615
  nChanged 3
		SP:Iteration 97Q (157742.170000 sec): 3 clusters
  Score: Raw -2182044.710699 + Penalty 3215.678815 = -2178829.031884
  nChanged 2
		SP:Iteration 98Q (157742.470000 sec): 3 clusters
  Score: Raw -2182044.827656 + Penalty 3215.678815 = -2178829.148841
  nChanged 0
		SP:Iteration 99F (157742.730000 sec): 3 clusters
  Score: Raw -2182044.827656 + Penalty 3215.678815 = -2178829.148841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157742.870000 sec): 2 clusters
  Score: Raw -477229.002449 + Penalty 1363.270971 = -475865.731478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157743.090000 sec): 3 clusters
  Score: Raw -475013.566507 + Penalty 2726.541941 = -472287.024566
  nChanged 1752
		SP:Iteration 1F (157743.210000 sec): 3 clusters
  Score: Raw -475949.134742 + Penalty 2726.541941 = -473222.592800
  nChanged 282
		SP:Iteration 2F (157743.420000 sec): 3 clusters
  Score: Raw -476094.288965 + Penalty 2726.541941 = -473367.747023
  nChanged 225
		SP:Iteration 3F (157743.610000 sec): 3 clusters
  Score: Raw -476219.373778 + Penalty 2726.541941 = -473492.831836
  nChanged 210
		SP:Iteration 4Q (157743.750000 sec): 3 clusters
  Score: Raw -476368.070979 + Penalty 2726.541941 = -473641.529038
  nChanged 221
		SP:Iteration 5F (157743.940000 sec): 3 clusters
  Score: Raw -476542.007585 + Penalty 2726.541941 = -473815.465644
  nChanged 232
		SP:Iteration 6F (157744.120000 sec): 3 clusters
  Score: Raw -476752.793939 + Penalty 2726.541941 = -474026.251997
  nChanged 277
		SP:Iteration 7F (157744.270000 sec): 3 clusters
  Score: Raw -477002.956179 + Penalty 2726.541941 = -474276.414237
  nChanged 250
		SP:Iteration 8F (157744.460000 sec): 3 clusters
  Score: Raw -477211.507929 + Penalty 2726.541941 = -474484.965987
  nChanged 213
		SP:Iteration 9Q (157744.650000 sec): 3 clusters
  Score: Raw -477360.218062 + Penalty 2726.541941 = -474633.676121
  nChanged 162
		SP:Iteration 10Q (157744.840000 sec): 3 clusters
  Score: Raw -477455.551442 + Penalty 2726.541941 = -474729.009501
  nChanged 111
		SP:Iteration 11Q (157745.030000 sec): 3 clusters
  Score: Raw -477507.411688 + Penalty 2726.541941 = -474780.869746
  nChanged 88
		SP:Iteration 12Q (157745.220000 sec): 3 clusters
  Score: Raw -477551.910653 + Penalty 2726.541941 = -474825.368712
  nChanged 66
		SP:Iteration 13Q (157745.390000 sec): 3 clusters
  Score: Raw -477585.159270 + Penalty 2726.541941 = -474858.617329
  nChanged 52
		SP:Iteration 14Q (157745.560000 sec): 3 clusters
  Score: Raw -477608.435701 + Penalty 2726.541941 = -474881.893760
  nChanged 47
		SP:Iteration 15Q (157745.740000 sec): 3 clusters
  Score: Raw -477623.385126 + Penalty 2726.541941 = -474896.843185
  nChanged 37
		SP:Iteration 16Q (157745.940000 sec): 3 clusters
  Score: Raw -477636.049414 + Penalty 2726.541941 = -474909.507472
  nChanged 40
		SP:Iteration 17Q (157746.100000 sec): 3 clusters
  Score: Raw -477649.448543 + Penalty 2726.541941 = -474922.906602
  nChanged 24
		SP:Iteration 18Q (157746.280000 sec): 3 clusters
  Score: Raw -477657.387352 + Penalty 2726.541941 = -474930.845411
  nChanged 36
		SP:Iteration 19Q (157746.500000 sec): 3 clusters
  Score: Raw -477669.218935 + Penalty 2726.541941 = -474942.676994
  nChanged 21
		SP:Iteration 20F (157746.680000 sec): 3 clusters
  Score: Raw -477676.087700 + Penalty 2726.541941 = -474949.545759
  nChanged 23
		SP:Iteration 21Q (157746.880000 sec): 3 clusters
  Score: Raw -477683.638696 + Penalty 2726.541941 = -474957.096754
  nChanged 23
		SP:Iteration 22Q (157747.090000 sec): 3 clusters
  Score: Raw -477693.599611 + Penalty 2726.541941 = -474967.057670
  nChanged 32
		SP:Iteration 23Q (157747.250000 sec): 3 clusters
  Score: Raw -477703.193539 + Penalty 2726.541941 = -474976.651598
  nChanged 25
		SP:Iteration 24Q (157747.430000 sec): 3 clusters
  Score: Raw -477709.757463 + Penalty 2726.541941 = -474983.215521
  nChanged 16
		SP:Iteration 25Q (157747.620000 sec): 3 clusters
  Score: Raw -477714.905202 + Penalty 2726.541941 = -474988.363261
  nChanged 20
		SP:Iteration 26Q (157747.820000 sec): 3 clusters
  Score: Raw -477721.317419 + Penalty 2726.541941 = -474994.775477
  nChanged 20
		SP:Iteration 27Q (157747.990000 sec): 3 clusters
  Score: Raw -477727.282282 + Penalty 2726.541941 = -475000.740341
  nChanged 15
		SP:Iteration 28Q (157748.200000 sec): 3 clusters
  Score: Raw -477732.609144 + Penalty 2726.541941 = -475006.067202
  nChanged 19
		SP:Iteration 29Q (157748.380000 sec): 3 clusters
  Score: Raw -477738.527181 + Penalty 2726.541941 = -475011.985240
  nChanged 19
		SP:Iteration 30Q (157748.590000 sec): 3 clusters
  Score: Raw -477744.251692 + Penalty 2726.541941 = -475017.709751
  nChanged 19
		SP:Iteration 31Q (157748.750000 sec): 3 clusters
  Score: Raw -477748.562472 + Penalty 2726.541941 = -475022.020530
  nChanged 11
		SP:Iteration 32Q (157748.920000 sec): 3 clusters
  Score: Raw -477751.192590 + Penalty 2726.541941 = -475024.650649
  nChanged 11
		SP:Iteration 33Q (157749.110000 sec): 3 clusters
  Score: Raw -477753.844526 + Penalty 2726.541941 = -475027.302585
  nChanged 12
		SP:Iteration 34Q (157749.250000 sec): 3 clusters
  Score: Raw -477756.733162 + Penalty 2726.541941 = -475030.191220
  nChanged 11
		SP:Iteration 35Q (157749.440000 sec): 3 clusters
  Score: Raw -477758.827507 + Penalty 2726.541941 = -475032.285566
  nChanged 12
		SP:Iteration 36Q (157749.640000 sec): 3 clusters
  Score: Raw -477761.650400 + Penalty 2726.541941 = -475035.108459
  nChanged 11
		SP:Iteration 37Q (157749.840000 sec): 3 clusters
  Score: Raw -477764.872378 + Penalty 2726.541941 = -475038.330436
  nChanged 18
		SP:Iteration 38Q (157750.040000 sec): 3 clusters
  Score: Raw -477770.770525 + Penalty 2726.541941 = -475044.228583
  nChanged 19
		SP:Iteration 39Q (157750.260000 sec): 3 clusters
  Score: Raw -477775.616497 + Penalty 2726.541941 = -475049.074556
  nChanged 20
		SP:Iteration 40F (157750.430000 sec): 3 clusters
  Score: Raw -477781.462808 + Penalty 2726.541941 = -475054.920866
  nChanged 14
		SP:Iteration 41Q (157750.640000 sec): 3 clusters
  Score: Raw -477784.797624 + Penalty 2726.541941 = -475058.255683
  nChanged 6
		SP:Iteration 42Q (157750.800000 sec): 3 clusters
  Score: Raw -477786.272851 + Penalty 2726.541941 = -475059.730910
  nChanged 8
		SP:Iteration 43Q (157751.020000 sec): 3 clusters
  Score: Raw -477788.176228 + Penalty 2726.541941 = -475061.634287
  nChanged 5
		SP:Iteration 44Q (157751.180000 sec): 3 clusters
  Score: Raw -477790.222899 + Penalty 2726.541941 = -475063.680958
  nChanged 8
		SP:Iteration 45Q (157751.430000 sec): 3 clusters
  Score: Raw -477792.978798 + Penalty 2726.541941 = -475066.436856
  nChanged 8
		SP:Iteration 46Q (157751.620000 sec): 3 clusters
  Score: Raw -477796.324638 + Penalty 2726.541941 = -475069.782697
  nChanged 8
		SP:Iteration 47Q (157751.770000 sec): 3 clusters
  Score: Raw -477800.060136 + Penalty 2726.541941 = -475073.518194
  nChanged 10
		SP:Iteration 48Q (157751.960000 sec): 3 clusters
  Score: Raw -477802.354190 + Penalty 2726.541941 = -475075.812248
  nChanged 13
		SP:Iteration 49Q (157752.150000 sec): 3 clusters
  Score: Raw -477806.824322 + Penalty 2726.541941 = -475080.282380
  nChanged 13
		SP:Iteration 50Q (157752.280000 sec): 3 clusters
  Score: Raw -477811.049038 + Penalty 2726.541941 = -475084.507096
  nChanged 14
		SP:Iteration 51Q (157752.480000 sec): 3 clusters
  Score: Raw -477814.280211 + Penalty 2726.541941 = -475087.738269
  nChanged 8
		SP:Iteration 52Q (157752.660000 sec): 3 clusters
  Score: Raw -477816.647441 + Penalty 2726.541941 = -475090.105499
  nChanged 8
		SP:Iteration 53Q (157752.830000 sec): 3 clusters
  Score: Raw -477818.072910 + Penalty 2726.541941 = -475091.530969
  nChanged 10
		SP:Iteration 54Q (157753.030000 sec): 3 clusters
  Score: Raw -477820.158182 + Penalty 2726.541941 = -475093.616241
  nChanged 8
		SP:Iteration 55Q (157753.200000 sec): 3 clusters
  Score: Raw -477822.187623 + Penalty 2726.541941 = -475095.645681
  nChanged 6
		SP:Iteration 56Q (157753.400000 sec): 3 clusters
  Score: Raw -477823.886580 + Penalty 2726.541941 = -475097.344638
  nChanged 5
		SP:Iteration 57Q (157753.560000 sec): 3 clusters
  Score: Raw -477825.075316 + Penalty 2726.541941 = -475098.533374
  nChanged 3
		SP:Iteration 58Q (157753.780000 sec): 3 clusters
  Score: Raw -477825.837924 + Penalty 2726.541941 = -475099.295983
  nChanged 5
		SP:Iteration 59Q (157753.960000 sec): 3 clusters
  Score: Raw -477826.968277 + Penalty 2726.541941 = -475100.426335
  nChanged 5
		SP:Iteration 60F (157754.150000 sec): 3 clusters
  Score: Raw -477828.027434 + Penalty 2726.541941 = -475101.485492
  nChanged 9
		SP:Iteration 61Q (157754.280000 sec): 3 clusters
  Score: Raw -477830.096592 + Penalty 2726.541941 = -475103.554651
  nChanged 10
		SP:Iteration 62Q (157754.400000 sec): 3 clusters
  Score: Raw -477832.063575 + Penalty 2726.541941 = -475105.521634
  nChanged 7
		SP:Iteration 63Q (157754.580000 sec): 3 clusters
  Score: Raw -477834.428806 + Penalty 2726.541941 = -475107.886864
  nChanged 5
		SP:Iteration 64Q (157754.790000 sec): 3 clusters
  Score: Raw -477836.003925 + Penalty 2726.541941 = -475109.461983
  nChanged 7
		SP:Iteration 65Q (157755.000000 sec): 3 clusters
  Score: Raw -477837.077945 + Penalty 2726.541941 = -475110.536003
  nChanged 3
		SP:Iteration 66Q (157755.190000 sec): 3 clusters
  Score: Raw -477837.656380 + Penalty 2726.541941 = -475111.114439
  nChanged 7
		SP:Iteration 67Q (157755.350000 sec): 3 clusters
  Score: Raw -477839.317076 + Penalty 2726.541941 = -475112.775134
  nChanged 8
		SP:Iteration 68Q (157755.550000 sec): 3 clusters
  Score: Raw -477840.888413 + Penalty 2726.541941 = -475114.346471
  nChanged 6
		SP:Iteration 69Q (157755.720000 sec): 3 clusters
  Score: Raw -477842.133759 + Penalty 2726.541941 = -475115.591818
  nChanged 2
		SP:Iteration 70Q (157755.870000 sec): 3 clusters
  Score: Raw -477842.496592 + Penalty 2726.541941 = -475115.954650
  nChanged 2
		SP:Iteration 71Q (157756.070000 sec): 3 clusters
  Score: Raw -477842.809221 + Penalty 2726.541941 = -475116.267280
  nChanged 3
		SP:Iteration 72Q (157756.210000 sec): 3 clusters
  Score: Raw -477843.258080 + Penalty 2726.541941 = -475116.716138
  nChanged 4
		SP:Iteration 73Q (157756.390000 sec): 3 clusters
  Score: Raw -477844.033209 + Penalty 2726.541941 = -475117.491267
  nChanged 3
		SP:Iteration 74Q (157756.550000 sec): 3 clusters
  Score: Raw -477844.946005 + Penalty 2726.541941 = -475118.404064
  nChanged 6
		SP:Iteration 75Q (157756.740000 sec): 3 clusters
  Score: Raw -477846.355739 + Penalty 2726.541941 = -475119.813798
  nChanged 1
		SP:Iteration 76Q (157756.900000 sec): 3 clusters
  Score: Raw -477846.495017 + Penalty 2726.541941 = -475119.953076
  nChanged 1
		SP:Iteration 77Q (157757.110000 sec): 3 clusters
  Score: Raw -477846.656734 + Penalty 2726.541941 = -475120.114792
  nChanged 0
		SP:Iteration 78F (157757.310000 sec): 3 clusters
  Score: Raw -477846.656734 + Penalty 2726.541941 = -475120.114792
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157757.440000 sec): 2 clusters
  Score: Raw -993888.872310 + Penalty 1481.068859 = -992407.803451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157757.640000 sec): 3 clusters
  Score: Raw -988852.432765 + Penalty 2962.137719 = -985890.295046
  nChanged 3871
		SP:Iteration 1F (157757.810000 sec): 3 clusters
  Score: Raw -991070.932757 + Penalty 2962.137719 = -988108.795039
  nChanged 674
		SP:Iteration 2F (157758.000000 sec): 3 clusters
  Score: Raw -991485.969263 + Penalty 2962.137719 = -988523.831545
  nChanged 614
		SP:Iteration 3F (157758.240000 sec): 3 clusters
  Score: Raw -991857.268729 + Penalty 2962.137719 = -988895.131010
  nChanged 551
		SP:Iteration 4F (157758.460000 sec): 3 clusters
  Score: Raw -992211.029687 + Penalty 2962.137719 = -989248.891969
  nChanged 497
		SP:Iteration 5F (157758.680000 sec): 3 clusters
  Score: Raw -992541.582277 + Penalty 2962.137719 = -989579.444559
  nChanged 497
		SP:Iteration 6F (157758.900000 sec): 3 clusters
  Score: Raw -992872.212609 + Penalty 2962.137719 = -989910.074891
  nChanged 445
		SP:Iteration 7Q (157759.090000 sec): 3 clusters
  Score: Raw -993175.776646 + Penalty 2962.137719 = -990213.638928
  nChanged 399
		SP:Iteration 8Q (157759.270000 sec): 3 clusters
  Score: Raw -993459.175214 + Penalty 2962.137719 = -990497.037495
  nChanged 383
		SP:Iteration 9Q (157759.460000 sec): 3 clusters
  Score: Raw -993721.648379 + Penalty 2962.137719 = -990759.510661
  nChanged 318
		SP:Iteration 10Q (157759.630000 sec): 3 clusters
  Score: Raw -993933.815349 + Penalty 2962.137719 = -990971.677630
  nChanged 260
		SP:Iteration 11Q (157759.830000 sec): 3 clusters
  Score: Raw -994089.808636 + Penalty 2962.137719 = -991127.670918
  nChanged 206
		SP:Iteration 12Q (157760.100000 sec): 3 clusters
  Score: Raw -994196.909257 + Penalty 2962.137719 = -991234.771539
  nChanged 159
		SP:Iteration 13Q (157760.300000 sec): 3 clusters
  Score: Raw -994267.560512 + Penalty 2962.137719 = -991305.422793
  nChanged 131
		SP:Iteration 14Q (157760.510000 sec): 3 clusters
  Score: Raw -994322.498076 + Penalty 2962.137719 = -991360.360357
  nChanged 121
		SP:Iteration 15Q (157760.700000 sec): 3 clusters
  Score: Raw -994372.015257 + Penalty 2962.137719 = -991409.877538
  nChanged 107
		SP:Iteration 16Q (157760.940000 sec): 3 clusters
  Score: Raw -994416.938920 + Penalty 2962.137719 = -991454.801202
  nChanged 99
		SP:Iteration 17Q (157761.080000 sec): 3 clusters
  Score: Raw -994464.235859 + Penalty 2962.137719 = -991502.098141
  nChanged 105
		SP:Iteration 18Q (157761.300000 sec): 3 clusters
  Score: Raw -994521.811373 + Penalty 2962.137719 = -991559.673654
  nChanged 127
		SP:Iteration 19Q (157761.540000 sec): 3 clusters
  Score: Raw -994610.994392 + Penalty 2962.137719 = -991648.856673
  nChanged 154
		SP:Iteration 20F (157761.700000 sec): 3 clusters
  Score: Raw -994715.619328 + Penalty 2962.137719 = -991753.481610
  nChanged 149
		SP:Iteration 21Q (157761.940000 sec): 3 clusters
  Score: Raw -994805.596497 + Penalty 2962.137719 = -991843.458779
  nChanged 131
		SP:Iteration 22Q (157762.140000 sec): 3 clusters
  Score: Raw -994877.861209 + Penalty 2962.137719 = -991915.723491
  nChanged 110
		SP:Iteration 23Q (157762.320000 sec): 3 clusters
  Score: Raw -994921.924532 + Penalty 2962.137719 = -991959.786813
  nChanged 83
		SP:Iteration 24Q (157762.570000 sec): 3 clusters
  Score: Raw -994950.856739 + Penalty 2962.137719 = -991988.719020
  nChanged 69
		SP:Iteration 25Q (157762.770000 sec): 3 clusters
  Score: Raw -994970.758440 + Penalty 2962.137719 = -992008.620721
  nChanged 51
		SP:Iteration 26Q (157762.940000 sec): 3 clusters
  Score: Raw -994986.626825 + Penalty 2962.137719 = -992024.489106
  nChanged 49
		SP:Iteration 27Q (157763.160000 sec): 3 clusters
  Score: Raw -995001.122090 + Penalty 2962.137719 = -992038.984371
  nChanged 33
		SP:Iteration 28Q (157763.360000 sec): 3 clusters
  Score: Raw -995012.447513 + Penalty 2962.137719 = -992050.309795
  nChanged 40
		SP:Iteration 29Q (157763.570000 sec): 3 clusters
  Score: Raw -995022.470708 + Penalty 2962.137719 = -992060.332989
  nChanged 27
		SP:Iteration 30Q (157763.780000 sec): 3 clusters
  Score: Raw -995028.525858 + Penalty 2962.137719 = -992066.388139
  nChanged 27
		SP:Iteration 31Q (157763.940000 sec): 3 clusters
  Score: Raw -995034.202628 + Penalty 2962.137719 = -992072.064910
  nChanged 20
		SP:Iteration 32Q (157764.170000 sec): 3 clusters
  Score: Raw -995037.835647 + Penalty 2962.137719 = -992075.697928
  nChanged 20
		SP:Iteration 33Q (157764.380000 sec): 3 clusters
  Score: Raw -995041.290071 + Penalty 2962.137719 = -992079.152353
  nChanged 18
		SP:Iteration 34Q (157764.580000 sec): 3 clusters
  Score: Raw -995045.351956 + Penalty 2962.137719 = -992083.214238
  nChanged 22
		SP:Iteration 35Q (157764.730000 sec): 3 clusters
  Score: Raw -995050.745382 + Penalty 2962.137719 = -992088.607664
  nChanged 26
		SP:Iteration 36Q (157764.940000 sec): 3 clusters
  Score: Raw -995056.262537 + Penalty 2962.137719 = -992094.124819
  nChanged 19
		SP:Iteration 37Q (157765.150000 sec): 3 clusters
  Score: Raw -995059.807395 + Penalty 2962.137719 = -992097.669677
  nChanged 17
		SP:Iteration 38Q (157765.400000 sec): 3 clusters
  Score: Raw -995063.151821 + Penalty 2962.137719 = -992101.014103
  nChanged 16
		SP:Iteration 39Q (157765.580000 sec): 3 clusters
  Score: Raw -995065.838570 + Penalty 2962.137719 = -992103.700851
  nChanged 18
		SP:Iteration 40F (157765.830000 sec): 3 clusters
  Score: Raw -995069.191596 + Penalty 2962.137719 = -992107.053878
  nChanged 20
		SP:Iteration 41Q (157766.010000 sec): 3 clusters
  Score: Raw -995072.901749 + Penalty 2962.137719 = -992110.764030
  nChanged 14
		SP:Iteration 42Q (157766.260000 sec): 3 clusters
  Score: Raw -995075.894743 + Penalty 2962.137719 = -992113.757024
  nChanged 15
		SP:Iteration 43Q (157766.380000 sec): 3 clusters
  Score: Raw -995078.527261 + Penalty 2962.137719 = -992116.389542
  nChanged 10
		SP:Iteration 44Q (157766.660000 sec): 3 clusters
  Score: Raw -995080.216590 + Penalty 2962.137719 = -992118.078871
  nChanged 12
		SP:Iteration 45Q (157766.900000 sec): 3 clusters
  Score: Raw -995081.857988 + Penalty 2962.137719 = -992119.720269
  nChanged 6
		SP:Iteration 46Q (157767.100000 sec): 3 clusters
  Score: Raw -995082.687301 + Penalty 2962.137719 = -992120.549582
  nChanged 9
		SP:Iteration 47Q (157767.250000 sec): 3 clusters
  Score: Raw -995083.772614 + Penalty 2962.137719 = -992121.634895
  nChanged 6
		SP:Iteration 48Q (157767.430000 sec): 3 clusters
  Score: Raw -995084.622532 + Penalty 2962.137719 = -992122.484814
  nChanged 8
		SP:Iteration 49Q (157767.640000 sec): 3 clusters
  Score: Raw -995085.688318 + Penalty 2962.137719 = -992123.550599
  nChanged 5
		SP:Iteration 50Q (157767.860000 sec): 3 clusters
  Score: Raw -995086.465162 + Penalty 2962.137719 = -992124.327444
  nChanged 5
		SP:Iteration 51Q (157768.100000 sec): 3 clusters
  Score: Raw -995086.964579 + Penalty 2962.137719 = -992124.826860
  nChanged 4
		SP:Iteration 52Q (157768.290000 sec): 3 clusters
  Score: Raw -995087.426191 + Penalty 2962.137719 = -992125.288473
  nChanged 8
		SP:Iteration 53Q (157768.490000 sec): 3 clusters
  Score: Raw -995088.515705 + Penalty 2962.137719 = -992126.377987
  nChanged 6
		SP:Iteration 54Q (157768.690000 sec): 3 clusters
  Score: Raw -995089.131199 + Penalty 2962.137719 = -992126.993480
  nChanged 3
		SP:Iteration 55Q (157768.880000 sec): 3 clusters
  Score: Raw -995089.502502 + Penalty 2962.137719 = -992127.364783
  nChanged 1
		SP:Iteration 56Q (157769.120000 sec): 3 clusters
  Score: Raw -995089.575143 + Penalty 2962.137719 = -992127.437424
  nChanged 0
		SP:Iteration 57F (157769.280000 sec): 3 clusters
  Score: Raw -995089.575143 + Penalty 2962.137719 = -992127.437424
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (11982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157769.480000 sec): 2 clusters
  Score: Raw -1204104.653130 + Penalty 1526.063630 = -1202578.589500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157769.720000 sec): 3 clusters
  Score: Raw -1197145.902106 + Penalty 3052.127261 = -1194093.774845
  nChanged 5258
		SP:Iteration 1F (157769.910000 sec): 3 clusters
  Score: Raw -1200137.077385 + Penalty 3052.127261 = -1197084.950124
  nChanged 870
		SP:Iteration 2F (157770.190000 sec): 3 clusters
  Score: Raw -1200618.778340 + Penalty 3052.127261 = -1197566.651079
  nChanged 781
		SP:Iteration 3F (157770.450000 sec): 3 clusters
  Score: Raw -1201051.695751 + Penalty 3052.127261 = -1197999.568490
  nChanged 687
		SP:Iteration 4F (157770.620000 sec): 3 clusters
  Score: Raw -1201495.131605 + Penalty 3052.127261 = -1198443.004344
  nChanged 711
		SP:Iteration 5F (157770.850000 sec): 3 clusters
  Score: Raw -1201973.054556 + Penalty 3052.127261 = -1198920.927295
  nChanged 685
		SP:Iteration 6F (157771.080000 sec): 3 clusters
  Score: Raw -1202432.674653 + Penalty 3052.127261 = -1199380.547392
  nChanged 563
		SP:Iteration 7Q (157771.330000 sec): 3 clusters
  Score: Raw -1202777.088012 + Penalty 3052.127261 = -1199724.960751
  nChanged 446
		SP:Iteration 8Q (157771.590000 sec): 3 clusters
  Score: Raw -1203022.069724 + Penalty 3052.127261 = -1199969.942463
  nChanged 375
		SP:Iteration 9Q (157771.810000 sec): 3 clusters
  Score: Raw -1203200.367516 + Penalty 3052.127261 = -1200148.240255
  nChanged 307
		SP:Iteration 10Q (157772.060000 sec): 3 clusters
  Score: Raw -1203327.794102 + Penalty 3052.127261 = -1200275.666841
  nChanged 218
		SP:Iteration 11Q (157772.300000 sec): 3 clusters
  Score: Raw -1203414.543274 + Penalty 3052.127261 = -1200362.416013
  nChanged 207
		SP:Iteration 12Q (157772.540000 sec): 3 clusters
  Score: Raw -1203489.697779 + Penalty 3052.127261 = -1200437.570518
  nChanged 183
		SP:Iteration 13Q (157772.780000 sec): 3 clusters
  Score: Raw -1203558.056077 + Penalty 3052.127261 = -1200505.928816
  nChanged 169
		SP:Iteration 14Q (157773.000000 sec): 3 clusters
  Score: Raw -1203617.298156 + Penalty 3052.127261 = -1200565.170895
  nChanged 134
		SP:Iteration 15Q (157773.270000 sec): 3 clusters
  Score: Raw -1203658.022738 + Penalty 3052.127261 = -1200605.895477
  nChanged 120
		SP:Iteration 16Q (157773.540000 sec): 3 clusters
  Score: Raw -1203690.160587 + Penalty 3052.127261 = -1200638.033326
  nChanged 100
		SP:Iteration 17Q (157773.750000 sec): 3 clusters
  Score: Raw -1203713.429945 + Penalty 3052.127261 = -1200661.302685
  nChanged 78
		SP:Iteration 18Q (157773.980000 sec): 3 clusters
  Score: Raw -1203732.988270 + Penalty 3052.127261 = -1200680.861010
  nChanged 86
		SP:Iteration 19Q (157774.160000 sec): 3 clusters
  Score: Raw -1203756.730235 + Penalty 3052.127261 = -1200704.602974
  nChanged 85
		SP:Iteration 20F (157774.370000 sec): 3 clusters
  Score: Raw -1203779.756193 + Penalty 3052.127261 = -1200727.628932
  nChanged 67
		SP:Iteration 21Q (157774.630000 sec): 3 clusters
  Score: Raw -1203798.801381 + Penalty 3052.127261 = -1200746.674120
  nChanged 69
		SP:Iteration 22Q (157774.860000 sec): 3 clusters
  Score: Raw -1203819.185255 + Penalty 3052.127261 = -1200767.057994
  nChanged 64
		SP:Iteration 23Q (157775.120000 sec): 3 clusters
  Score: Raw -1203836.408833 + Penalty 3052.127261 = -1200784.281572
  nChanged 62
		SP:Iteration 24Q (157775.330000 sec): 3 clusters
  Score: Raw -1203853.555744 + Penalty 3052.127261 = -1200801.428483
  nChanged 68
		SP:Iteration 25Q (157775.570000 sec): 3 clusters
  Score: Raw -1203870.545306 + Penalty 3052.127261 = -1200818.418046
  nChanged 75
		SP:Iteration 26Q (157775.800000 sec): 3 clusters
  Score: Raw -1203895.586027 + Penalty 3052.127261 = -1200843.458766
  nChanged 92
		SP:Iteration 27Q (157776.030000 sec): 3 clusters
  Score: Raw -1203926.602359 + Penalty 3052.127261 = -1200874.475099
  nChanged 114
		SP:Iteration 28Q (157776.240000 sec): 3 clusters
  Score: Raw -1203967.743009 + Penalty 3052.127261 = -1200915.615748
  nChanged 113
		SP:Iteration 29Q (157776.440000 sec): 3 clusters
  Score: Raw -1204008.449803 + Penalty 3052.127261 = -1200956.322543
  nChanged 104
		SP:Iteration 30Q (157776.660000 sec): 3 clusters
  Score: Raw -1204044.314803 + Penalty 3052.127261 = -1200992.187543
  nChanged 85
		SP:Iteration 31Q (157776.890000 sec): 3 clusters
  Score: Raw -1204072.341308 + Penalty 3052.127261 = -1201020.214047
  nChanged 86
		SP:Iteration 32Q (157777.110000 sec): 3 clusters
  Score: Raw -1204107.619526 + Penalty 3052.127261 = -1201055.492266
  nChanged 83
		SP:Iteration 33Q (157777.330000 sec): 3 clusters
  Score: Raw -1204140.274704 + Penalty 3052.127261 = -1201088.147444
  nChanged 75
		SP:Iteration 34Q (157777.550000 sec): 3 clusters
  Score: Raw -1204164.576036 + Penalty 3052.127261 = -1201112.448775
  nChanged 71
		SP:Iteration 35Q (157777.770000 sec): 3 clusters
  Score: Raw -1204189.406409 + Penalty 3052.127261 = -1201137.279148
  nChanged 69
		SP:Iteration 36Q (157777.940000 sec): 3 clusters
  Score: Raw -1204216.164747 + Penalty 3052.127261 = -1201164.037486
  nChanged 78
		SP:Iteration 37Q (157778.190000 sec): 3 clusters
  Score: Raw -1204249.902668 + Penalty 3052.127261 = -1201197.775407
  nChanged 58
		SP:Iteration 38Q (157778.400000 sec): 3 clusters
  Score: Raw -1204278.163461 + Penalty 3052.127261 = -1201226.036200
  nChanged 64
		SP:Iteration 39Q (157778.700000 sec): 3 clusters
  Score: Raw -1204308.837634 + Penalty 3052.127261 = -1201256.710373
  nChanged 62
		SP:Iteration 40F (157778.930000 sec): 3 clusters
  Score: Raw -1204333.300419 + Penalty 3052.127261 = -1201281.173158
  nChanged 60
		SP:Iteration 41Q (157779.080000 sec): 3 clusters
  Score: Raw -1204359.804600 + Penalty 3052.127261 = -1201307.677339
  nChanged 58
		SP:Iteration 42Q (157779.280000 sec): 3 clusters
  Score: Raw -1204385.342802 + Penalty 3052.127261 = -1201333.215541
  nChanged 53
		SP:Iteration 43Q (157779.470000 sec): 3 clusters
  Score: Raw -1204406.608593 + Penalty 3052.127261 = -1201354.481332
  nChanged 41
		SP:Iteration 44Q (157779.720000 sec): 3 clusters
  Score: Raw -1204421.814611 + Penalty 3052.127261 = -1201369.687350
  nChanged 40
		SP:Iteration 45Q (157779.950000 sec): 3 clusters
  Score: Raw -1204435.262663 + Penalty 3052.127261 = -1201383.135402
  nChanged 41
		SP:Iteration 46Q (157780.150000 sec): 3 clusters
  Score: Raw -1204447.851587 + Penalty 3052.127261 = -1201395.724327
  nChanged 33
		SP:Iteration 47Q (157780.430000 sec): 3 clusters
  Score: Raw -1204456.557706 + Penalty 3052.127261 = -1201404.430445
  nChanged 24
		SP:Iteration 48Q (157780.640000 sec): 3 clusters
  Score: Raw -1204464.016577 + Penalty 3052.127261 = -1201411.889316
  nChanged 24
		SP:Iteration 49Q (157780.820000 sec): 3 clusters
  Score: Raw -1204472.900867 + Penalty 3052.127261 = -1201420.773606
  nChanged 17
		SP:Iteration 50Q (157781.030000 sec): 3 clusters
  Score: Raw -1204478.364577 + Penalty 3052.127261 = -1201426.237316
  nChanged 19
		SP:Iteration 51Q (157781.290000 sec): 3 clusters
  Score: Raw -1204484.247222 + Penalty 3052.127261 = -1201432.119961
  nChanged 10
		SP:Iteration 52Q (157781.510000 sec): 3 clusters
  Score: Raw -1204487.682046 + Penalty 3052.127261 = -1201435.554785
  nChanged 13
		SP:Iteration 53Q (157781.720000 sec): 3 clusters
  Score: Raw -1204492.212831 + Penalty 3052.127261 = -1201440.085570
  nChanged 19
		SP:Iteration 54Q (157781.910000 sec): 3 clusters
  Score: Raw -1204500.098713 + Penalty 3052.127261 = -1201447.971452
  nChanged 20
		SP:Iteration 55Q (157782.160000 sec): 3 clusters
  Score: Raw -1204509.207189 + Penalty 3052.127261 = -1201457.079928
  nChanged 16
		SP:Iteration 56Q (157782.370000 sec): 3 clusters
  Score: Raw -1204515.639650 + Penalty 3052.127261 = -1201463.512389
  nChanged 14
		SP:Iteration 57Q (157782.570000 sec): 3 clusters
  Score: Raw -1204521.281411 + Penalty 3052.127261 = -1201469.154150
  nChanged 11
		SP:Iteration 58Q (157782.790000 sec): 3 clusters
  Score: Raw -1204525.387524 + Penalty 3052.127261 = -1201473.260263
  nChanged 9
		SP:Iteration 59Q (157783.010000 sec): 3 clusters
  Score: Raw -1204528.430050 + Penalty 3052.127261 = -1201476.302789
  nChanged 12
		SP:Iteration 60F (157783.190000 sec): 3 clusters
  Score: Raw -1204533.690829 + Penalty 3052.127261 = -1201481.563569
  nChanged 16
		SP:Iteration 61Q (157783.420000 sec): 3 clusters
  Score: Raw -1204545.782559 + Penalty 3052.127261 = -1201493.655298
  nChanged 27
		SP:Iteration 62Q (157783.630000 sec): 3 clusters
  Score: Raw -1204559.065707 + Penalty 3052.127261 = -1201506.938446
  nChanged 26
		SP:Iteration 63Q (157783.890000 sec): 3 clusters
  Score: Raw -1204571.401112 + Penalty 3052.127261 = -1201519.273851
  nChanged 24
		SP:Iteration 64Q (157784.090000 sec): 3 clusters
  Score: Raw -1204584.399224 + Penalty 3052.127261 = -1201532.271963
  nChanged 24
		SP:Iteration 65Q (157784.330000 sec): 3 clusters
  Score: Raw -1204596.136961 + Penalty 3052.127261 = -1201544.009700
  nChanged 15
		SP:Iteration 66Q (157784.560000 sec): 3 clusters
  Score: Raw -1204603.617668 + Penalty 3052.127261 = -1201551.490407
  nChanged 11
		SP:Iteration 67Q (157784.770000 sec): 3 clusters
  Score: Raw -1204607.371743 + Penalty 3052.127261 = -1201555.244482
  nChanged 6
		SP:Iteration 68Q (157784.950000 sec): 3 clusters
  Score: Raw -1204609.649847 + Penalty 3052.127261 = -1201557.522586
  nChanged 9
		SP:Iteration 69Q (157785.180000 sec): 3 clusters
  Score: Raw -1204613.041274 + Penalty 3052.127261 = -1201560.914014
  nChanged 8
		SP:Iteration 70Q (157785.400000 sec): 3 clusters
  Score: Raw -1204614.641584 + Penalty 3052.127261 = -1201562.514323
  nChanged 2
		SP:Iteration 71Q (157785.670000 sec): 3 clusters
  Score: Raw -1204615.241454 + Penalty 3052.127261 = -1201563.114193
  nChanged 3
		SP:Iteration 72Q (157785.890000 sec): 3 clusters
  Score: Raw -1204617.127700 + Penalty 3052.127261 = -1201565.000440
  nChanged 4
		SP:Iteration 73Q (157786.070000 sec): 3 clusters
  Score: Raw -1204618.124334 + Penalty 3052.127261 = -1201565.997074
  nChanged 5
		SP:Iteration 74Q (157786.290000 sec): 3 clusters
  Score: Raw -1204619.914436 + Penalty 3052.127261 = -1201567.787175
  nChanged 1
		SP:Iteration 75Q (157786.470000 sec): 3 clusters
  Score: Raw -1204620.225847 + Penalty 3052.127261 = -1201568.098586
  nChanged 1
		SP:Iteration 76Q (157786.690000 sec): 3 clusters
  Score: Raw -1204620.299381 + Penalty 3052.127261 = -1201568.172120
  nChanged 0
		SP:Iteration 77F (157786.910000 sec): 3 clusters
  Score: Raw -1204620.299381 + Penalty 3052.127261 = -1201568.172120
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157787.060000 sec): 2 clusters
  Score: Raw -1054382.025306 + Penalty 1487.899804 = -1052894.125502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157787.210000 sec): 3 clusters
  Score: Raw -1049059.123225 + Penalty 2975.799607 = -1046083.323618
  nChanged 4026
		SP:Iteration 1F (157787.420000 sec): 3 clusters
  Score: Raw -1051250.719489 + Penalty 2975.799607 = -1048274.919882
  nChanged 567
		SP:Iteration 2F (157787.610000 sec): 3 clusters
  Score: Raw -1051478.466466 + Penalty 2975.799607 = -1048502.666859
  nChanged 431
		SP:Iteration 3Q (157787.770000 sec): 3 clusters
  Score: Raw -1051650.277060 + Penalty 2975.799607 = -1048674.477453
  nChanged 390
		SP:Iteration 4Q (157787.970000 sec): 3 clusters
  Score: Raw -1051805.258802 + Penalty 2975.799607 = -1048829.459195
  nChanged 353
		SP:Iteration 5Q (157788.180000 sec): 3 clusters
  Score: Raw -1051947.107562 + Penalty 2975.799607 = -1048971.307955
  nChanged 317
		SP:Iteration 6Q (157788.380000 sec): 3 clusters
  Score: Raw -1052082.694520 + Penalty 2975.799607 = -1049106.894913
  nChanged 338
		SP:Iteration 7Q (157788.570000 sec): 3 clusters
  Score: Raw -1052260.545756 + Penalty 2975.799607 = -1049284.746148
  nChanged 376
		SP:Iteration 8Q (157788.830000 sec): 3 clusters
  Score: Raw -1052471.600676 + Penalty 2975.799607 = -1049495.801069
  nChanged 365
		SP:Iteration 9Q (157789.020000 sec): 3 clusters
  Score: Raw -1052677.100579 + Penalty 2975.799607 = -1049701.300972
  nChanged 362
		SP:Iteration 10Q (157789.260000 sec): 3 clusters
  Score: Raw -1052910.617747 + Penalty 2975.799607 = -1049934.818139
  nChanged 361
		SP:Iteration 11Q (157789.450000 sec): 3 clusters
  Score: Raw -1053149.921404 + Penalty 2975.799607 = -1050174.121797
  nChanged 348
		SP:Iteration 12Q (157789.650000 sec): 3 clusters
  Score: Raw -1053391.532567 + Penalty 2975.799607 = -1050415.732959
  nChanged 292
		SP:Iteration 13Q (157789.890000 sec): 3 clusters
  Score: Raw -1053575.693309 + Penalty 2975.799607 = -1050599.893702
  nChanged 251
		SP:Iteration 14Q (157790.110000 sec): 3 clusters
  Score: Raw -1053721.806434 + Penalty 2975.799607 = -1050746.006827
  nChanged 190
		SP:Iteration 15Q (157790.290000 sec): 3 clusters
  Score: Raw -1053816.691425 + Penalty 2975.799607 = -1050840.891818
  nChanged 165
		SP:Iteration 16Q (157790.490000 sec): 3 clusters
  Score: Raw -1053902.388004 + Penalty 2975.799607 = -1050926.588397
  nChanged 150
		SP:Iteration 17Q (157790.690000 sec): 3 clusters
  Score: Raw -1053982.201501 + Penalty 2975.799607 = -1051006.401894
  nChanged 142
		SP:Iteration 18Q (157790.890000 sec): 3 clusters
  Score: Raw -1054056.580501 + Penalty 2975.799607 = -1051080.780894
  nChanged 133
		SP:Iteration 19Q (157791.080000 sec): 3 clusters
  Score: Raw -1054128.563141 + Penalty 2975.799607 = -1051152.763534
  nChanged 109
		SP:Iteration 20F (157791.310000 sec): 3 clusters
  Score: Raw -1054177.307219 + Penalty 2975.799607 = -1051201.507611
  nChanged 96
		SP:Iteration 21Q (157791.500000 sec): 3 clusters
  Score: Raw -1054219.560693 + Penalty 2975.799607 = -1051243.761086
  nChanged 92
		SP:Iteration 22Q (157791.730000 sec): 3 clusters
  Score: Raw -1054263.214366 + Penalty 2975.799607 = -1051287.414759
  nChanged 79
		SP:Iteration 23Q (157791.920000 sec): 3 clusters
  Score: Raw -1054300.344574 + Penalty 2975.799607 = -1051324.544967
  nChanged 72
		SP:Iteration 24Q (157792.150000 sec): 3 clusters
  Score: Raw -1054337.930295 + Penalty 2975.799607 = -1051362.130688
  nChanged 74
		SP:Iteration 25Q (157792.340000 sec): 3 clusters
  Score: Raw -1054371.073370 + Penalty 2975.799607 = -1051395.273763
  nChanged 62
		SP:Iteration 26Q (157792.520000 sec): 3 clusters
  Score: Raw -1054396.952979 + Penalty 2975.799607 = -1051421.153372
  nChanged 49
		SP:Iteration 27Q (157792.710000 sec): 3 clusters
  Score: Raw -1054416.658840 + Penalty 2975.799607 = -1051440.859233
  nChanged 39
		SP:Iteration 28Q (157792.910000 sec): 3 clusters
  Score: Raw -1054433.173058 + Penalty 2975.799607 = -1051457.373451
  nChanged 34
		SP:Iteration 29Q (157793.110000 sec): 3 clusters
  Score: Raw -1054445.458812 + Penalty 2975.799607 = -1051469.659205
  nChanged 29
		SP:Iteration 30Q (157793.280000 sec): 3 clusters
  Score: Raw -1054457.564181 + Penalty 2975.799607 = -1051481.764574
  nChanged 26
		SP:Iteration 31Q (157793.520000 sec): 3 clusters
  Score: Raw -1054467.630906 + Penalty 2975.799607 = -1051491.831299
  nChanged 20
		SP:Iteration 32Q (157793.740000 sec): 3 clusters
  Score: Raw -1054476.331099 + Penalty 2975.799607 = -1051500.531492
  nChanged 26
		SP:Iteration 33Q (157793.910000 sec): 3 clusters
  Score: Raw -1054487.499899 + Penalty 2975.799607 = -1051511.700291
  nChanged 22
		SP:Iteration 34Q (157794.120000 sec): 3 clusters
  Score: Raw -1054495.697742 + Penalty 2975.799607 = -1051519.898135
  nChanged 18
		SP:Iteration 35Q (157794.310000 sec): 3 clusters
  Score: Raw -1054501.540872 + Penalty 2975.799607 = -1051525.741265
  nChanged 14
		SP:Iteration 36Q (157794.510000 sec): 3 clusters
  Score: Raw -1054507.998463 + Penalty 2975.799607 = -1051532.198856
  nChanged 12
		SP:Iteration 37Q (157794.710000 sec): 3 clusters
  Score: Raw -1054512.355179 + Penalty 2975.799607 = -1051536.555572
  nChanged 11
		SP:Iteration 38Q (157794.850000 sec): 3 clusters
  Score: Raw -1054516.697384 + Penalty 2975.799607 = -1051540.897777
  nChanged 8
		SP:Iteration 39Q (157795.050000 sec): 3 clusters
  Score: Raw -1054519.251781 + Penalty 2975.799607 = -1051543.452174
  nChanged 8
		SP:Iteration 40F (157795.290000 sec): 3 clusters
  Score: Raw -1054522.391694 + Penalty 2975.799607 = -1051546.592087
  nChanged 17
		SP:Iteration 41Q (157795.490000 sec): 3 clusters
  Score: Raw -1054528.471281 + Penalty 2975.799607 = -1051552.671673
  nChanged 18
		SP:Iteration 42Q (157795.690000 sec): 3 clusters
  Score: Raw -1054535.248581 + Penalty 2975.799607 = -1051559.448974
  nChanged 11
		SP:Iteration 43Q (157795.910000 sec): 3 clusters
  Score: Raw -1054540.296221 + Penalty 2975.799607 = -1051564.496614
  nChanged 14
		SP:Iteration 44Q (157796.110000 sec): 3 clusters
  Score: Raw -1054546.371491 + Penalty 2975.799607 = -1051570.571884
  nChanged 19
		SP:Iteration 45Q (157796.290000 sec): 3 clusters
  Score: Raw -1054553.195167 + Penalty 2975.799607 = -1051577.395560
  nChanged 9
		SP:Iteration 46Q (157796.500000 sec): 3 clusters
  Score: Raw -1054556.231360 + Penalty 2975.799607 = -1051580.431753
  nChanged 10
		SP:Iteration 47Q (157796.740000 sec): 3 clusters
  Score: Raw -1054559.753667 + Penalty 2975.799607 = -1051583.954060
  nChanged 9
		SP:Iteration 48Q (157796.960000 sec): 3 clusters
  Score: Raw -1054562.619646 + Penalty 2975.799607 = -1051586.820038
  nChanged 7
		SP:Iteration 49Q (157797.190000 sec): 3 clusters
  Score: Raw -1054564.429533 + Penalty 2975.799607 = -1051588.629926
  nChanged 6
		SP:Iteration 50Q (157797.400000 sec): 3 clusters
  Score: Raw -1054566.914842 + Penalty 2975.799607 = -1051591.115235
  nChanged 4
		SP:Iteration 51Q (157797.560000 sec): 3 clusters
  Score: Raw -1054568.454088 + Penalty 2975.799607 = -1051592.654481
  nChanged 6
		SP:Iteration 52Q (157797.740000 sec): 3 clusters
  Score: Raw -1054571.486522 + Penalty 2975.799607 = -1051595.686915
  nChanged 12
		SP:Iteration 53Q (157797.990000 sec): 3 clusters
  Score: Raw -1054575.809668 + Penalty 2975.799607 = -1051600.010061
  nChanged 9
		SP:Iteration 54Q (157798.190000 sec): 3 clusters
  Score: Raw -1054578.854058 + Penalty 2975.799607 = -1051603.054451
  nChanged 6
		SP:Iteration 55Q (157798.400000 sec): 3 clusters
  Score: Raw -1054580.450407 + Penalty 2975.799607 = -1051604.650800
  nChanged 3
		SP:Iteration 56Q (157798.600000 sec): 3 clusters
  Score: Raw -1054581.018664 + Penalty 2975.799607 = -1051605.219057
  nChanged 2
		SP:Iteration 57Q (157798.800000 sec): 3 clusters
  Score: Raw -1054581.508005 + Penalty 2975.799607 = -1051605.708398
  nChanged 2
		SP:Iteration 58Q (157798.980000 sec): 3 clusters
  Score: Raw -1054582.064584 + Penalty 2975.799607 = -1051606.264977
  nChanged 5
		SP:Iteration 59Q (157799.190000 sec): 3 clusters
  Score: Raw -1054583.225193 + Penalty 2975.799607 = -1051607.425585
  nChanged 1
		SP:Iteration 60F (157799.410000 sec): 3 clusters
  Score: Raw -1054583.302764 + Penalty 2975.799607 = -1051607.503157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157799.500000 sec): 2 clusters
  Score: Raw -181130.997693 + Penalty 1214.926762 = -179916.070931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157799.690000 sec): 3 clusters
  Score: Raw -180414.863005 + Penalty 2429.853524 = -177985.009481
  nChanged 610
		SP:Iteration 1F (157799.800000 sec): 3 clusters
  Score: Raw -180886.631528 + Penalty 2429.853524 = -178456.778005
  nChanged 149
		SP:Iteration 2F (157799.960000 sec): 3 clusters
  Score: Raw -181025.157619 + Penalty 2429.853524 = -178595.304095
  nChanged 97
		SP:Iteration 3F (157800.140000 sec): 3 clusters
  Score: Raw -181110.658623 + Penalty 2429.853524 = -178680.805100
  nChanged 70
		SP:Iteration 4Q (157800.260000 sec): 3 clusters
  Score: Raw -181168.879515 + Penalty 2429.853524 = -178739.025991
  nChanged 57
		SP:Iteration 5Q (157800.460000 sec): 3 clusters
  Score: Raw -181212.063749 + Penalty 2429.853524 = -178782.210225
  nChanged 43
		SP:Iteration 6Q (157800.580000 sec): 3 clusters
  Score: Raw -181240.516546 + Penalty 2429.853524 = -178810.663022
  nChanged 31
		SP:Iteration 7Q (157800.760000 sec): 3 clusters
  Score: Raw -181257.470094 + Penalty 2429.853524 = -178827.616570
  nChanged 18
		SP:Iteration 8Q (157800.870000 sec): 3 clusters
  Score: Raw -181269.551921 + Penalty 2429.853524 = -178839.698397
  nChanged 10
		SP:Iteration 9Q (157801.040000 sec): 3 clusters
  Score: Raw -181279.169446 + Penalty 2429.853524 = -178849.315922
  nChanged 11
		SP:Iteration 10Q (157801.230000 sec): 3 clusters
  Score: Raw -181286.078368 + Penalty 2429.853524 = -178856.224845
  nChanged 9
		SP:Iteration 11Q (157801.430000 sec): 3 clusters
  Score: Raw -181293.341393 + Penalty 2429.853524 = -178863.487869
  nChanged 10
		SP:Iteration 12Q (157801.630000 sec): 3 clusters
  Score: Raw -181302.403371 + Penalty 2429.853524 = -178872.549848
  nChanged 13
		SP:Iteration 13Q (157801.790000 sec): 3 clusters
  Score: Raw -181311.098228 + Penalty 2429.853524 = -178881.244704
  nChanged 7
		SP:Iteration 14Q (157802.010000 sec): 3 clusters
  Score: Raw -181316.152643 + Penalty 2429.853524 = -178886.299119
  nChanged 7
		SP:Iteration 15Q (157802.180000 sec): 3 clusters
  Score: Raw -181321.705544 + Penalty 2429.853524 = -178891.852020
  nChanged 6
		SP:Iteration 16Q (157802.360000 sec): 3 clusters
  Score: Raw -181325.178360 + Penalty 2429.853524 = -178895.324836
  nChanged 6
		SP:Iteration 17Q (157802.530000 sec): 3 clusters
  Score: Raw -181328.134392 + Penalty 2429.853524 = -178898.280868
  nChanged 2
		SP:Iteration 18Q (157802.730000 sec): 3 clusters
  Score: Raw -181330.118678 + Penalty 2429.853524 = -178900.265154
  nChanged 2
		SP:Iteration 19Q (157802.880000 sec): 3 clusters
  Score: Raw -181331.658818 + Penalty 2429.853524 = -178901.805294
  nChanged 2
		SP:Iteration 20F (157803.080000 sec): 3 clusters
  Score: Raw -181332.782522 + Penalty 2429.853524 = -178902.928998
  nChanged 1
		SP:Iteration 21Q (157803.260000 sec): 3 clusters
  Score: Raw -181333.135433 + Penalty 2429.853524 = -178903.281909
  nChanged 0
		SP:Iteration 22F (157803.430000 sec): 3 clusters
  Score: Raw -181333.135433 + Penalty 2429.853524 = -178903.281909
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157803.540000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157803.710000 sec): 3 clusters
  Score: Raw -57444.570072 + Penalty 2030.613934 = -55413.956137
  nChanged 118
		SP:Iteration 1F (157803.890000 sec): 3 clusters
  Score: Raw -57598.044697 + Penalty 2030.613934 = -55567.430762
  nChanged 34
		SP:Iteration 2F (157804.080000 sec): 3 clusters
  Score: Raw -57648.983608 + Penalty 2030.613934 = -55618.369674
  nChanged 15
		SP:Iteration 3Q (157804.250000 sec): 3 clusters
  Score: Raw -57667.646943 + Penalty 2030.613934 = -55637.033008
  nChanged 6
		SP:Iteration 4Q (157804.430000 sec): 3 clusters
  Score: Raw -57678.098394 + Penalty 2030.613934 = -55647.484460
  nChanged 5
		SP:Iteration 5Q (157804.610000 sec): 3 clusters
  Score: Raw -57690.089273 + Penalty 2030.613934 = -55659.475339
  nChanged 0
		SP:Iteration 6F (157804.800000 sec): 3 clusters
  Score: Raw -57690.089273 + Penalty 2030.613934 = -55659.475339
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157804.920000 sec): 2 clusters
  Score: Raw -861880.482445 + Penalty 1455.992539 = -860424.489907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157805.170000 sec): 3 clusters
  Score: Raw -857586.569070 + Penalty 2911.985077 = -854674.583992
  nChanged 3298
		SP:Iteration 1F (157805.350000 sec): 3 clusters
  Score: Raw -859310.707958 + Penalty 2911.985077 = -856398.722881
  nChanged 465
		SP:Iteration 2F (157805.550000 sec): 3 clusters
  Score: Raw -859522.648305 + Penalty 2911.985077 = -856610.663227
  nChanged 373
		SP:Iteration 3Q (157805.800000 sec): 3 clusters
  Score: Raw -859671.378291 + Penalty 2911.985077 = -856759.393213
  nChanged 291
		SP:Iteration 4Q (157805.990000 sec): 3 clusters
  Score: Raw -859772.865237 + Penalty 2911.985077 = -856860.880160
  nChanged 256
		SP:Iteration 5Q (157806.200000 sec): 3 clusters
  Score: Raw -859853.262091 + Penalty 2911.985077 = -856941.277014
  nChanged 207
		SP:Iteration 6Q (157806.440000 sec): 3 clusters
  Score: Raw -859912.728101 + Penalty 2911.985077 = -857000.743024
  nChanged 176
		SP:Iteration 7Q (157806.680000 sec): 3 clusters
  Score: Raw -859960.433496 + Penalty 2911.985077 = -857048.448419
  nChanged 138
		SP:Iteration 8Q (157806.870000 sec): 3 clusters
  Score: Raw -859995.233895 + Penalty 2911.985077 = -857083.248818
  nChanged 131
		SP:Iteration 9Q (157807.070000 sec): 3 clusters
  Score: Raw -860033.840813 + Penalty 2911.985077 = -857121.855735
  nChanged 112
		SP:Iteration 10Q (157807.270000 sec): 3 clusters
  Score: Raw -860067.087808 + Penalty 2911.985077 = -857155.102731
  nChanged 127
		SP:Iteration 11Q (157807.510000 sec): 3 clusters
  Score: Raw -860108.609530 + Penalty 2911.985077 = -857196.624453
  nChanged 123
		SP:Iteration 12Q (157807.630000 sec): 3 clusters
  Score: Raw -860158.468231 + Penalty 2911.985077 = -857246.483153
  nChanged 139
		SP:Iteration 13Q (157807.840000 sec): 3 clusters
  Score: Raw -860203.722320 + Penalty 2911.985077 = -857291.737243
  nChanged 144
		SP:Iteration 14Q (157808.000000 sec): 3 clusters
  Score: Raw -860256.331968 + Penalty 2911.985077 = -857344.346890
  nChanged 184
		SP:Iteration 15Q (157808.210000 sec): 3 clusters
  Score: Raw -860337.576199 + Penalty 2911.985077 = -857425.591122
  nChanged 217
		SP:Iteration 16Q (157808.380000 sec): 3 clusters
  Score: Raw -860436.909037 + Penalty 2911.985077 = -857524.923960
  nChanged 240
		SP:Iteration 17Q (157808.560000 sec): 3 clusters
  Score: Raw -860562.136143 + Penalty 2911.985077 = -857650.151065
  nChanged 252
		SP:Iteration 18Q (157808.800000 sec): 3 clusters
  Score: Raw -860707.201713 + Penalty 2911.985077 = -857795.216635
  nChanged 277
		SP:Iteration 19Q (157808.980000 sec): 3 clusters
  Score: Raw -860895.732300 + Penalty 2911.985077 = -857983.747223
  nChanged 261
		SP:Iteration 20F (157809.180000 sec): 3 clusters
  Score: Raw -861092.438134 + Penalty 2911.985077 = -858180.453056
  nChanged 238
		SP:Iteration 21Q (157809.390000 sec): 3 clusters
  Score: Raw -861283.147351 + Penalty 2911.985077 = -858371.162274
  nChanged 210
		SP:Iteration 22Q (157809.600000 sec): 3 clusters
  Score: Raw -861445.356273 + Penalty 2911.985077 = -858533.371196
  nChanged 178
		SP:Iteration 23Q (157809.810000 sec): 3 clusters
  Score: Raw -861568.461380 + Penalty 2911.985077 = -858656.476303
  nChanged 153
		SP:Iteration 24Q (157810.060000 sec): 3 clusters
  Score: Raw -861669.580351 + Penalty 2911.985077 = -858757.595274
  nChanged 116
		SP:Iteration 25Q (157810.230000 sec): 3 clusters
  Score: Raw -861752.909269 + Penalty 2911.985077 = -858840.924192
  nChanged 99
		SP:Iteration 26Q (157810.470000 sec): 3 clusters
  Score: Raw -861822.437100 + Penalty 2911.985077 = -858910.452023
  nChanged 72
		SP:Iteration 27Q (157810.650000 sec): 3 clusters
  Score: Raw -861869.443378 + Penalty 2911.985077 = -858957.458301
  nChanged 55
		SP:Iteration 28Q (157810.840000 sec): 3 clusters
  Score: Raw -861901.490434 + Penalty 2911.985077 = -858989.505357
  nChanged 50
		SP:Iteration 29Q (157811.060000 sec): 3 clusters
  Score: Raw -861928.908989 + Penalty 2911.985077 = -859016.923912
  nChanged 34
		SP:Iteration 30Q (157811.250000 sec): 3 clusters
  Score: Raw -861952.381402 + Penalty 2911.985077 = -859040.396325
  nChanged 31
		SP:Iteration 31Q (157811.430000 sec): 3 clusters
  Score: Raw -861969.895774 + Penalty 2911.985077 = -859057.910696
  nChanged 21
		SP:Iteration 32Q (157811.640000 sec): 3 clusters
  Score: Raw -861985.115926 + Penalty 2911.985077 = -859073.130849
  nChanged 22
		SP:Iteration 33Q (157811.870000 sec): 3 clusters
  Score: Raw -862000.797672 + Penalty 2911.985077 = -859088.812594
  nChanged 25
		SP:Iteration 34Q (157812.120000 sec): 3 clusters
  Score: Raw -862015.900440 + Penalty 2911.985077 = -859103.915363
  nChanged 17
		SP:Iteration 35Q (157812.300000 sec): 3 clusters
  Score: Raw -862028.513624 + Penalty 2911.985077 = -859116.528546
  nChanged 21
		SP:Iteration 36Q (157812.490000 sec): 3 clusters
  Score: Raw -862046.708445 + Penalty 2911.985077 = -859134.723367
  nChanged 21
		SP:Iteration 37Q (157812.710000 sec): 3 clusters
  Score: Raw -862063.694348 + Penalty 2911.985077 = -859151.709270
  nChanged 19
		SP:Iteration 38Q (157812.930000 sec): 3 clusters
  Score: Raw -862074.330919 + Penalty 2911.985077 = -859162.345842
  nChanged 14
		SP:Iteration 39Q (157813.100000 sec): 3 clusters
  Score: Raw -862083.273198 + Penalty 2911.985077 = -859171.288121
  nChanged 9
		SP:Iteration 40F (157813.310000 sec): 3 clusters
  Score: Raw -862088.787009 + Penalty 2911.985077 = -859176.801931
  nChanged 4
		SP:Iteration 41Q (157813.500000 sec): 3 clusters
  Score: Raw -862090.142322 + Penalty 2911.985077 = -859178.157244
  nChanged 4
		SP:Iteration 42Q (157813.710000 sec): 3 clusters
  Score: Raw -862092.203933 + Penalty 2911.985077 = -859180.218855
  nChanged 2
		SP:Iteration 43Q (157813.900000 sec): 3 clusters
  Score: Raw -862093.302189 + Penalty 2911.985077 = -859181.317111
  nChanged 1
		SP:Iteration 44Q (157814.110000 sec): 3 clusters
  Score: Raw -862093.858796 + Penalty 2911.985077 = -859181.873718
  nChanged 1
		SP:Iteration 45Q (157814.320000 sec): 3 clusters
  Score: Raw -862094.112897 + Penalty 2911.985077 = -859182.127819
  nChanged 0
		SP:Iteration 46F (157814.550000 sec): 3 clusters
  Score: Raw -862094.112897 + Penalty 2911.985077 = -859182.127819
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157814.620000 sec): 2 clusters
  Score: Raw -30872.041244 + Penalty 940.370824 = -29931.670419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157814.800000 sec): 3 clusters
  Score: Raw -30937.529043 + Penalty 1880.741649 = -29056.787394
  nChanged 65
		SP:Iteration 1F (157814.980000 sec): 3 clusters
  Score: Raw -31089.876293 + Penalty 1880.741649 = -29209.134644
  nChanged 18
		SP:Iteration 2F (157815.140000 sec): 3 clusters
  Score: Raw -31129.737536 + Penalty 1880.741649 = -29248.995887
  nChanged 7
		SP:Iteration 3Q (157815.340000 sec): 3 clusters
  Score: Raw -31151.449599 + Penalty 1880.741649 = -29270.707950
  nChanged 6
		SP:Iteration 4Q (157815.510000 sec): 3 clusters
  Score: Raw -31172.738818 + Penalty 1880.741649 = -29291.997169
  nChanged 5
		SP:Iteration 5Q (157815.670000 sec): 3 clusters
  Score: Raw -31181.295686 + Penalty 1880.741649 = -29300.554037
  nChanged 3
		SP:Iteration 6Q (157815.880000 sec): 3 clusters
  Score: Raw -31189.259128 + Penalty 1880.741649 = -29308.517479
  nChanged 1
		SP:Iteration 7Q (157816.070000 sec): 3 clusters
  Score: Raw -31190.716221 + Penalty 1880.741649 = -29309.974572
  nChanged 0
		SP:Iteration 8F (157816.250000 sec): 3 clusters
  Score: Raw -31190.716221 + Penalty 1880.741649 = -29309.974572
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157816.380000 sec): 2 clusters
  Score: Raw -310526.632895 + Penalty 1291.555198 = -309235.077696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157816.560000 sec): 3 clusters
  Score: Raw -309169.237375 + Penalty 2583.110397 = -306586.126978
  nChanged 1068
		SP:Iteration 1F (157816.740000 sec): 3 clusters
  Score: Raw -309759.622634 + Penalty 2583.110397 = -307176.512237
  nChanged 210
		SP:Iteration 2F (157816.900000 sec): 3 clusters
  Score: Raw -309881.690220 + Penalty 2583.110397 = -307298.579823
  nChanged 134
		SP:Iteration 3Q (157817.100000 sec): 3 clusters
  Score: Raw -309953.546868 + Penalty 2583.110397 = -307370.436471
  nChanged 100
		SP:Iteration 4Q (157817.280000 sec): 3 clusters
  Score: Raw -310011.287811 + Penalty 2583.110397 = -307428.177414
  nChanged 89
		SP:Iteration 5Q (157817.470000 sec): 3 clusters
  Score: Raw -310069.100664 + Penalty 2583.110397 = -307485.990267
  nChanged 72
		SP:Iteration 6Q (157817.610000 sec): 3 clusters
  Score: Raw -310113.753903 + Penalty 2583.110397 = -307530.643506
  nChanged 68
		SP:Iteration 7Q (157817.840000 sec): 3 clusters
  Score: Raw -310154.998478 + Penalty 2583.110397 = -307571.888081
  nChanged 65
		SP:Iteration 8Q (157818.000000 sec): 3 clusters
  Score: Raw -310187.673265 + Penalty 2583.110397 = -307604.562868
  nChanged 60
		SP:Iteration 9Q (157818.190000 sec): 3 clusters
  Score: Raw -310216.608071 + Penalty 2583.110397 = -307633.497674
  nChanged 60
		SP:Iteration 10Q (157818.380000 sec): 3 clusters
  Score: Raw -310247.303850 + Penalty 2583.110397 = -307664.193453
  nChanged 57
		SP:Iteration 11Q (157818.560000 sec): 3 clusters
  Score: Raw -310275.647666 + Penalty 2583.110397 = -307692.537269
  nChanged 55
		SP:Iteration 12Q (157818.740000 sec): 3 clusters
  Score: Raw -310310.253110 + Penalty 2583.110397 = -307727.142713
  nChanged 64
		SP:Iteration 13Q (157818.920000 sec): 3 clusters
  Score: Raw -310351.119063 + Penalty 2583.110397 = -307768.008667
  nChanged 61
		SP:Iteration 14Q (157819.050000 sec): 3 clusters
  Score: Raw -310383.115703 + Penalty 2583.110397 = -307800.005306
  nChanged 55
		SP:Iteration 15Q (157819.220000 sec): 3 clusters
  Score: Raw -310413.741989 + Penalty 2583.110397 = -307830.631592
  nChanged 44
		SP:Iteration 16Q (157819.360000 sec): 3 clusters
  Score: Raw -310432.108756 + Penalty 2583.110397 = -307848.998359
  nChanged 30
		SP:Iteration 17Q (157819.540000 sec): 3 clusters
  Score: Raw -310444.679511 + Penalty 2583.110397 = -307861.569114
  nChanged 32
		SP:Iteration 18Q (157819.750000 sec): 3 clusters
  Score: Raw -310457.840948 + Penalty 2583.110397 = -307874.730551
  nChanged 38
		SP:Iteration 19Q (157819.940000 sec): 3 clusters
  Score: Raw -310473.487719 + Penalty 2583.110397 = -307890.377322
  nChanged 31
		SP:Iteration 20F (157820.110000 sec): 3 clusters
  Score: Raw -310485.669058 + Penalty 2583.110397 = -307902.558661
  nChanged 24
		SP:Iteration 21Q (157820.280000 sec): 3 clusters
  Score: Raw -310494.739629 + Penalty 2583.110397 = -307911.629232
  nChanged 20
		SP:Iteration 22Q (157820.460000 sec): 3 clusters
  Score: Raw -310502.051237 + Penalty 2583.110397 = -307918.940840
  nChanged 17
		SP:Iteration 23Q (157820.650000 sec): 3 clusters
  Score: Raw -310510.696238 + Penalty 2583.110397 = -307927.585841
  nChanged 21
		SP:Iteration 24Q (157820.810000 sec): 3 clusters
  Score: Raw -310519.965004 + Penalty 2583.110397 = -307936.854607
  nChanged 20
		SP:Iteration 25Q (157821.000000 sec): 3 clusters
  Score: Raw -310526.689542 + Penalty 2583.110397 = -307943.579145
  nChanged 16
		SP:Iteration 26Q (157821.190000 sec): 3 clusters
  Score: Raw -310531.988886 + Penalty 2583.110397 = -307948.878489
  nChanged 11
		SP:Iteration 27Q (157821.380000 sec): 3 clusters
  Score: Raw -310536.062094 + Penalty 2583.110397 = -307952.951697
  nChanged 15
		SP:Iteration 28Q (157821.560000 sec): 3 clusters
  Score: Raw -310540.523464 + Penalty 2583.110397 = -307957.413067
  nChanged 15
		SP:Iteration 29Q (157821.740000 sec): 3 clusters
  Score: Raw -310547.024122 + Penalty 2583.110397 = -307963.913725
  nChanged 19
		SP:Iteration 30Q (157821.960000 sec): 3 clusters
  Score: Raw -310553.740237 + Penalty 2583.110397 = -307970.629840
  nChanged 23
		SP:Iteration 31Q (157822.100000 sec): 3 clusters
  Score: Raw -310565.944878 + Penalty 2583.110397 = -307982.834481
  nChanged 28
		SP:Iteration 32Q (157822.280000 sec): 3 clusters
  Score: Raw -310575.871185 + Penalty 2583.110397 = -307992.760788
  nChanged 20
		SP:Iteration 33Q (157822.450000 sec): 3 clusters
  Score: Raw -310583.286820 + Penalty 2583.110397 = -308000.176423
  nChanged 17
		SP:Iteration 34Q (157822.610000 sec): 3 clusters
  Score: Raw -310590.222576 + Penalty 2583.110397 = -308007.112180
  nChanged 15
		SP:Iteration 35Q (157822.820000 sec): 3 clusters
  Score: Raw -310595.328442 + Penalty 2583.110397 = -308012.218045
  nChanged 10
		SP:Iteration 36Q (157823.020000 sec): 3 clusters
  Score: Raw -310597.955039 + Penalty 2583.110397 = -308014.844642
  nChanged 8
		SP:Iteration 37Q (157823.190000 sec): 3 clusters
  Score: Raw -310600.071864 + Penalty 2583.110397 = -308016.961468
  nChanged 5
		SP:Iteration 38Q (157823.350000 sec): 3 clusters
  Score: Raw -310601.601657 + Penalty 2583.110397 = -308018.491260
  nChanged 6
		SP:Iteration 39Q (157823.550000 sec): 3 clusters
  Score: Raw -310604.484674 + Penalty 2583.110397 = -308021.374278
  nChanged 1
		SP:Iteration 40F (157823.740000 sec): 3 clusters
  Score: Raw -310604.950846 + Penalty 2583.110397 = -308021.840449
  nChanged 6
		SP:Iteration 41Q (157823.920000 sec): 3 clusters
  Score: Raw -310607.681747 + Penalty 2583.110397 = -308024.571350
  nChanged 10
		SP:Iteration 42Q (157824.140000 sec): 3 clusters
  Score: Raw -310611.022658 + Penalty 2583.110397 = -308027.912261
  nChanged 13
		SP:Iteration 43Q (157824.330000 sec): 3 clusters
  Score: Raw -310617.669588 + Penalty 2583.110397 = -308034.559191
  nChanged 10
		SP:Iteration 44Q (157824.520000 sec): 3 clusters
  Score: Raw -310620.789723 + Penalty 2583.110397 = -308037.679326
  nChanged 8
		SP:Iteration 45Q (157824.710000 sec): 3 clusters
  Score: Raw -310623.354364 + Penalty 2583.110397 = -308040.243967
  nChanged 10
		SP:Iteration 46Q (157824.860000 sec): 3 clusters
  Score: Raw -310628.155827 + Penalty 2583.110397 = -308045.045430
  nChanged 14
		SP:Iteration 47Q (157825.050000 sec): 3 clusters
  Score: Raw -310633.322592 + Penalty 2583.110397 = -308050.212195
  nChanged 8
		SP:Iteration 48Q (157825.230000 sec): 3 clusters
  Score: Raw -310635.688314 + Penalty 2583.110397 = -308052.577917
  nChanged 9
		SP:Iteration 49Q (157825.410000 sec): 3 clusters
  Score: Raw -310638.759962 + Penalty 2583.110397 = -308055.649565
  nChanged 9
		SP:Iteration 50Q (157825.590000 sec): 3 clusters
  Score: Raw -310642.481902 + Penalty 2583.110397 = -308059.371505
  nChanged 6
		SP:Iteration 51Q (157825.790000 sec): 3 clusters
  Score: Raw -310644.461012 + Penalty 2583.110397 = -308061.350615
  nChanged 5
		SP:Iteration 52Q (157825.970000 sec): 3 clusters
  Score: Raw -310646.442657 + Penalty 2583.110397 = -308063.332260
  nChanged 6
		SP:Iteration 53Q (157826.130000 sec): 3 clusters
  Score: Raw -310648.339188 + Penalty 2583.110397 = -308065.228791
  nChanged 3
		SP:Iteration 54Q (157826.310000 sec): 3 clusters
  Score: Raw -310649.574611 + Penalty 2583.110397 = -308066.464214
  nChanged 2
		SP:Iteration 55Q (157826.500000 sec): 3 clusters
  Score: Raw -310650.274664 + Penalty 2583.110397 = -308067.164267
  nChanged 2
		SP:Iteration 56Q (157826.640000 sec): 3 clusters
  Score: Raw -310650.980183 + Penalty 2583.110397 = -308067.869786
  nChanged 2
		SP:Iteration 57Q (157826.790000 sec): 3 clusters
  Score: Raw -310651.742487 + Penalty 2583.110397 = -308068.632090
  nChanged 1
		SP:Iteration 58Q (157826.950000 sec): 3 clusters
  Score: Raw -310652.089936 + Penalty 2583.110397 = -308068.979540
  nChanged 1
		SP:Iteration 59Q (157827.130000 sec): 3 clusters
  Score: Raw -310652.422417 + Penalty 2583.110397 = -308069.312020
  nChanged 1
		SP:Iteration 60F (157827.350000 sec): 3 clusters
  Score: Raw -310652.752036 + Penalty 2583.110397 = -308069.641639
  nChanged 2
		SP:Iteration 61Q (157827.480000 sec): 3 clusters
  Score: Raw -310653.345739 + Penalty 2583.110397 = -308070.235342
  nChanged 1
		SP:Iteration 62Q (157827.630000 sec): 3 clusters
  Score: Raw -310654.269564 + Penalty 2583.110397 = -308071.159167
  nChanged 3
		SP:Iteration 63Q (157827.810000 sec): 3 clusters
  Score: Raw -310655.289142 + Penalty 2583.110397 = -308072.178745
  nChanged 2
		SP:Iteration 64Q (157827.980000 sec): 3 clusters
  Score: Raw -310656.427967 + Penalty 2583.110397 = -308073.317570
  nChanged 3
		SP:Iteration 65Q (157828.190000 sec): 3 clusters
  Score: Raw -310658.466618 + Penalty 2583.110397 = -308075.356221
  nChanged 6
		SP:Iteration 66Q (157828.310000 sec): 3 clusters
  Score: Raw -310661.566176 + Penalty 2583.110397 = -308078.455779
  nChanged 6
		SP:Iteration 67Q (157828.450000 sec): 3 clusters
  Score: Raw -310663.022477 + Penalty 2583.110397 = -308079.912080
  nChanged 2
		SP:Iteration 68Q (157828.610000 sec): 3 clusters
  Score: Raw -310663.935824 + Penalty 2583.110397 = -308080.825427
  nChanged 2
		SP:Iteration 69Q (157828.790000 sec): 3 clusters
  Score: Raw -310664.479665 + Penalty 2583.110397 = -308081.369268
  nChanged 1
		SP:Iteration 70Q (157828.970000 sec): 3 clusters
  Score: Raw -310664.678371 + Penalty 2583.110397 = -308081.567974
  nChanged 0
		SP:Iteration 71F (157829.150000 sec): 3 clusters
  Score: Raw -310664.678371 + Penalty 2583.110397 = -308081.567974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157829.290000 sec): 2 clusters
  Score: Raw -234373.146824 + Penalty 1256.936882 = -233116.209943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157829.480000 sec): 3 clusters
  Score: Raw -233390.585440 + Penalty 2513.873763 = -230876.711677
  nChanged 836
		SP:Iteration 1F (157829.610000 sec): 3 clusters
  Score: Raw -233902.091589 + Penalty 2513.873763 = -231388.217826
  nChanged 182
		SP:Iteration 2F (157829.810000 sec): 3 clusters
  Score: Raw -234051.411714 + Penalty 2513.873763 = -231537.537951
  nChanged 155
		SP:Iteration 3F (157829.950000 sec): 3 clusters
  Score: Raw -234173.641851 + Penalty 2513.873763 = -231659.768088
  nChanged 100
		SP:Iteration 4Q (157830.110000 sec): 3 clusters
  Score: Raw -234265.158838 + Penalty 2513.873763 = -231751.285075
  nChanged 87
		SP:Iteration 5Q (157830.260000 sec): 3 clusters
  Score: Raw -234334.083198 + Penalty 2513.873763 = -231820.209435
  nChanged 71
		SP:Iteration 6Q (157830.420000 sec): 3 clusters
  Score: Raw -234386.070022 + Penalty 2513.873763 = -231872.196259
  nChanged 67
		SP:Iteration 7Q (157830.600000 sec): 3 clusters
  Score: Raw -234429.860610 + Penalty 2513.873763 = -231915.986846
  nChanged 50
		SP:Iteration 8Q (157830.790000 sec): 3 clusters
  Score: Raw -234474.718209 + Penalty 2513.873763 = -231960.844446
  nChanged 56
		SP:Iteration 9Q (157830.910000 sec): 3 clusters
  Score: Raw -234534.986962 + Penalty 2513.873763 = -232021.113198
  nChanged 51
		SP:Iteration 10Q (157831.130000 sec): 3 clusters
  Score: Raw -234579.594387 + Penalty 2513.873763 = -232065.720624
  nChanged 48
		SP:Iteration 11Q (157831.270000 sec): 3 clusters
  Score: Raw -234615.255861 + Penalty 2513.873763 = -232101.382098
  nChanged 36
		SP:Iteration 12Q (157831.420000 sec): 3 clusters
  Score: Raw -234640.967118 + Penalty 2513.873763 = -232127.093355
  nChanged 28
		SP:Iteration 13Q (157831.550000 sec): 3 clusters
  Score: Raw -234665.912389 + Penalty 2513.873763 = -232152.038626
  nChanged 34
		SP:Iteration 14Q (157831.760000 sec): 3 clusters
  Score: Raw -234687.377949 + Penalty 2513.873763 = -232173.504186
  nChanged 26
		SP:Iteration 15Q (157831.930000 sec): 3 clusters
  Score: Raw -234707.780725 + Penalty 2513.873763 = -232193.906961
  nChanged 33
		SP:Iteration 16Q (157832.070000 sec): 3 clusters
  Score: Raw -234729.251114 + Penalty 2513.873763 = -232215.377351
  nChanged 33
		SP:Iteration 17Q (157832.310000 sec): 3 clusters
  Score: Raw -234747.458830 + Penalty 2513.873763 = -232233.585067
  nChanged 19
		SP:Iteration 18Q (157832.490000 sec): 3 clusters
  Score: Raw -234755.799575 + Penalty 2513.873763 = -232241.925811
  nChanged 11
		SP:Iteration 19Q (157832.650000 sec): 3 clusters
  Score: Raw -234761.249682 + Penalty 2513.873763 = -232247.375919
  nChanged 9
		SP:Iteration 20F (157832.790000 sec): 3 clusters
  Score: Raw -234767.159854 + Penalty 2513.873763 = -232253.286091
  nChanged 10
		SP:Iteration 21Q (157832.970000 sec): 3 clusters
  Score: Raw -234771.925140 + Penalty 2513.873763 = -232258.051377
  nChanged 11
		SP:Iteration 22Q (157833.170000 sec): 3 clusters
  Score: Raw -234781.673657 + Penalty 2513.873763 = -232267.799894
  nChanged 13
		SP:Iteration 23Q (157833.340000 sec): 3 clusters
  Score: Raw -234790.800714 + Penalty 2513.873763 = -232276.926951
  nChanged 16
		SP:Iteration 24Q (157833.500000 sec): 3 clusters
  Score: Raw -234800.562185 + Penalty 2513.873763 = -232286.688422
  nChanged 15
		SP:Iteration 25Q (157833.690000 sec): 3 clusters
  Score: Raw -234815.949032 + Penalty 2513.873763 = -232302.075269
  nChanged 24
		SP:Iteration 26Q (157833.850000 sec): 3 clusters
  Score: Raw -234832.754385 + Penalty 2513.873763 = -232318.880622
  nChanged 19
		SP:Iteration 27Q (157834.030000 sec): 3 clusters
  Score: Raw -234843.732500 + Penalty 2513.873763 = -232329.858736
  nChanged 12
		SP:Iteration 28Q (157834.200000 sec): 3 clusters
  Score: Raw -234848.361665 + Penalty 2513.873763 = -232334.487902
  nChanged 5
		SP:Iteration 29Q (157834.390000 sec): 3 clusters
  Score: Raw -234849.260884 + Penalty 2513.873763 = -232335.387121
  nChanged 1
		SP:Iteration 30Q (157834.550000 sec): 3 clusters
  Score: Raw -234849.600376 + Penalty 2513.873763 = -232335.726613
  nChanged 1
		SP:Iteration 31Q (157834.730000 sec): 3 clusters
  Score: Raw -234849.938821 + Penalty 2513.873763 = -232336.065058
  nChanged 0
		SP:Iteration 32F (157834.960000 sec): 3 clusters
  Score: Raw -234849.938821 + Penalty 2513.873763 = -232336.065058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157835.060000 sec): 2 clusters
  Score: Raw -410986.894275 + Penalty 1345.120751 = -409641.773523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157835.260000 sec): 3 clusters
  Score: Raw -409015.087398 + Penalty 2690.241502 = -406324.845896
  nChanged 1577
		SP:Iteration 1F (157835.450000 sec): 3 clusters
  Score: Raw -409993.238475 + Penalty 2690.241502 = -407302.996972
  nChanged 367
		SP:Iteration 2F (157835.650000 sec): 3 clusters
  Score: Raw -410306.582172 + Penalty 2690.241502 = -407616.340670
  nChanged 268
		SP:Iteration 3F (157835.800000 sec): 3 clusters
  Score: Raw -410548.558171 + Penalty 2690.241502 = -407858.316669
  nChanged 242
		SP:Iteration 4F (157836.000000 sec): 3 clusters
  Score: Raw -410740.940450 + Penalty 2690.241502 = -408050.698948
  nChanged 223
		SP:Iteration 5F (157836.200000 sec): 3 clusters
  Score: Raw -410901.383440 + Penalty 2690.241502 = -408211.141938
  nChanged 182
		SP:Iteration 6Q (157836.390000 sec): 3 clusters
  Score: Raw -411032.603614 + Penalty 2690.241502 = -408342.362112
  nChanged 153
		SP:Iteration 7Q (157836.560000 sec): 3 clusters
  Score: Raw -411145.271400 + Penalty 2690.241502 = -408455.029898
  nChanged 126
		SP:Iteration 8Q (157836.780000 sec): 3 clusters
  Score: Raw -411228.876462 + Penalty 2690.241502 = -408538.634959
  nChanged 104
		SP:Iteration 9Q (157836.970000 sec): 3 clusters
  Score: Raw -411298.896888 + Penalty 2690.241502 = -408608.655386
  nChanged 97
		SP:Iteration 10Q (157837.160000 sec): 3 clusters
  Score: Raw -411369.253845 + Penalty 2690.241502 = -408679.012342
  nChanged 78
		SP:Iteration 11Q (157837.320000 sec): 3 clusters
  Score: Raw -411417.067403 + Penalty 2690.241502 = -408726.825901
  nChanged 74
		SP:Iteration 12Q (157837.490000 sec): 3 clusters
  Score: Raw -411457.954551 + Penalty 2690.241502 = -408767.713049
  nChanged 49
		SP:Iteration 13Q (157837.640000 sec): 3 clusters
  Score: Raw -411478.384254 + Penalty 2690.241502 = -408788.142752
  nChanged 39
		SP:Iteration 14Q (157837.860000 sec): 3 clusters
  Score: Raw -411490.966490 + Penalty 2690.241502 = -408800.724988
  nChanged 31
		SP:Iteration 15Q (157838.010000 sec): 3 clusters
  Score: Raw -411503.082069 + Penalty 2690.241502 = -408812.840567
  nChanged 33
		SP:Iteration 16Q (157838.190000 sec): 3 clusters
  Score: Raw -411515.987801 + Penalty 2690.241502 = -408825.746299
  nChanged 31
		SP:Iteration 17Q (157838.400000 sec): 3 clusters
  Score: Raw -411530.019375 + Penalty 2690.241502 = -408839.777873
  nChanged 35
		SP:Iteration 18Q (157838.560000 sec): 3 clusters
  Score: Raw -411545.877638 + Penalty 2690.241502 = -408855.636136
  nChanged 38
		SP:Iteration 19Q (157838.780000 sec): 3 clusters
  Score: Raw -411563.214021 + Penalty 2690.241502 = -408872.972519
  nChanged 31
		SP:Iteration 20F (157838.950000 sec): 3 clusters
  Score: Raw -411577.195950 + Penalty 2690.241502 = -408886.954448
  nChanged 38
		SP:Iteration 21Q (157839.120000 sec): 3 clusters
  Score: Raw -411589.015963 + Penalty 2690.241502 = -408898.774461
  nChanged 23
		SP:Iteration 22Q (157839.350000 sec): 3 clusters
  Score: Raw -411598.606934 + Penalty 2690.241502 = -408908.365432
  nChanged 25
		SP:Iteration 23Q (157839.540000 sec): 3 clusters
  Score: Raw -411605.750511 + Penalty 2690.241502 = -408915.509009
  nChanged 15
		SP:Iteration 24Q (157839.740000 sec): 3 clusters
  Score: Raw -411610.508944 + Penalty 2690.241502 = -408920.267442
  nChanged 9
		SP:Iteration 25Q (157839.910000 sec): 3 clusters
  Score: Raw -411613.169439 + Penalty 2690.241502 = -408922.927936
  nChanged 7
		SP:Iteration 26Q (157840.110000 sec): 3 clusters
  Score: Raw -411614.313998 + Penalty 2690.241502 = -408924.072496
  nChanged 2
		SP:Iteration 27Q (157840.290000 sec): 3 clusters
  Score: Raw -411615.550265 + Penalty 2690.241502 = -408925.308763
  nChanged 6
		SP:Iteration 28Q (157840.490000 sec): 3 clusters
  Score: Raw -411617.436367 + Penalty 2690.241502 = -408927.194864
  nChanged 8
		SP:Iteration 29Q (157840.670000 sec): 3 clusters
  Score: Raw -411620.013539 + Penalty 2690.241502 = -408929.772037
  nChanged 10
		SP:Iteration 30Q (157840.880000 sec): 3 clusters
  Score: Raw -411622.847987 + Penalty 2690.241502 = -408932.606485
  nChanged 7
		SP:Iteration 31Q (157841.020000 sec): 3 clusters
  Score: Raw -411624.569228 + Penalty 2690.241502 = -408934.327726
  nChanged 3
		SP:Iteration 32Q (157841.210000 sec): 3 clusters
  Score: Raw -411625.430589 + Penalty 2690.241502 = -408935.189086
  nChanged 3
		SP:Iteration 33Q (157841.380000 sec): 3 clusters
  Score: Raw -411626.095985 + Penalty 2690.241502 = -408935.854483
  nChanged 5
		SP:Iteration 34Q (157841.550000 sec): 3 clusters
  Score: Raw -411626.894888 + Penalty 2690.241502 = -408936.653386
  nChanged 3
		SP:Iteration 35Q (157841.740000 sec): 3 clusters
  Score: Raw -411627.494582 + Penalty 2690.241502 = -408937.253080
  nChanged 3
		SP:Iteration 36Q (157841.900000 sec): 3 clusters
  Score: Raw -411627.942069 + Penalty 2690.241502 = -408937.700566
  nChanged 2
		SP:Iteration 37Q (157842.110000 sec): 3 clusters
  Score: Raw -411628.307688 + Penalty 2690.241502 = -408938.066186
  nChanged 3
		SP:Iteration 38Q (157842.290000 sec): 3 clusters
  Score: Raw -411628.660562 + Penalty 2690.241502 = -408938.419060
  nChanged 1
		SP:Iteration 39Q (157842.450000 sec): 3 clusters
  Score: Raw -411628.893251 + Penalty 2690.241502 = -408938.651748
  nChanged 2
		SP:Iteration 40F (157842.660000 sec): 3 clusters
  Score: Raw -411629.107326 + Penalty 2690.241502 = -408938.865824
  nChanged 2
		SP:Iteration 41Q (157842.860000 sec): 3 clusters
  Score: Raw -411629.367400 + Penalty 2690.241502 = -408939.125897
  nChanged 1
		SP:Iteration 42Q (157843.040000 sec): 3 clusters
  Score: Raw -411629.488326 + Penalty 2690.241502 = -408939.246824
  nChanged 0
		SP:Iteration 43F (157843.210000 sec): 3 clusters
  Score: Raw -411629.488326 + Penalty 2690.241502 = -408939.246824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157843.280000 sec): 2 clusters
  Score: Raw -64123.084916 + Penalty 1035.664466 = -63087.420450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157843.440000 sec): 3 clusters
  Score: Raw -64042.670785 + Penalty 2071.328932 = -61971.341853
  nChanged 151
		SP:Iteration 1F (157843.610000 sec): 3 clusters
  Score: Raw -64352.224237 + Penalty 2071.328932 = -62280.895306
  nChanged 55
		SP:Iteration 2F (157843.800000 sec): 3 clusters
  Score: Raw -64673.071102 + Penalty 2071.328932 = -62601.742171
  nChanged 54
		SP:Iteration 3F (157843.960000 sec): 3 clusters
  Score: Raw -64780.735117 + Penalty 2071.328932 = -62709.406185
  nChanged 32
		SP:Iteration 4F (157844.170000 sec): 3 clusters
  Score: Raw -64836.356369 + Penalty 2071.328932 = -62765.027437
  nChanged 15
		SP:Iteration 5Q (157844.310000 sec): 3 clusters
  Score: Raw -64859.834494 + Penalty 2071.328932 = -62788.505563
  nChanged 14
		SP:Iteration 6Q (157844.460000 sec): 3 clusters
  Score: Raw -64888.072149 + Penalty 2071.328932 = -62816.743218
  nChanged 5
		SP:Iteration 7Q (157844.680000 sec): 3 clusters
  Score: Raw -64897.880137 + Penalty 2071.328932 = -62826.551206
  nChanged 6
		SP:Iteration 8Q (157844.860000 sec): 3 clusters
  Score: Raw -64913.269459 + Penalty 2071.328932 = -62841.940527
  nChanged 4
		SP:Iteration 9Q (157845.040000 sec): 3 clusters
  Score: Raw -64923.421275 + Penalty 2071.328932 = -62852.092343
  nChanged 6
		SP:Iteration 10Q (157845.200000 sec): 3 clusters
  Score: Raw -64932.039042 + Penalty 2071.328932 = -62860.710110
  nChanged 3
		SP:Iteration 11Q (157845.410000 sec): 3 clusters
  Score: Raw -64934.926225 + Penalty 2071.328932 = -62863.597293
  nChanged 3
		SP:Iteration 12Q (157845.560000 sec): 3 clusters
  Score: Raw -64940.848112 + Penalty 2071.328932 = -62869.519181
  nChanged 0
		SP:Iteration 13F (157845.740000 sec): 3 clusters
  Score: Raw -64940.848112 + Penalty 2071.328932 = -62869.519181
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157845.840000 sec): 2 clusters
  Score: Raw -285834.324963 + Penalty 1281.366001 = -284552.958961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157846.010000 sec): 3 clusters
  Score: Raw -284604.887256 + Penalty 2562.732003 = -282042.155253
  nChanged 1011
		SP:Iteration 1F (157846.220000 sec): 3 clusters
  Score: Raw -285220.196316 + Penalty 2562.732003 = -282657.464313
  nChanged 217
		SP:Iteration 2F (157846.420000 sec): 3 clusters
  Score: Raw -285383.968013 + Penalty 2562.732003 = -282821.236010
  nChanged 157
		SP:Iteration 3F (157846.630000 sec): 3 clusters
  Score: Raw -285499.467438 + Penalty 2562.732003 = -282936.735435
  nChanged 105
		SP:Iteration 4Q (157846.780000 sec): 3 clusters
  Score: Raw -285558.012409 + Penalty 2562.732003 = -282995.280406
  nChanged 71
		SP:Iteration 5Q (157847.010000 sec): 3 clusters
  Score: Raw -285605.166672 + Penalty 2562.732003 = -283042.434670
  nChanged 69
		SP:Iteration 6Q (157847.170000 sec): 3 clusters
  Score: Raw -285657.257198 + Penalty 2562.732003 = -283094.525195
  nChanged 70
		SP:Iteration 7Q (157847.330000 sec): 3 clusters
  Score: Raw -285712.897058 + Penalty 2562.732003 = -283150.165055
  nChanged 72
		SP:Iteration 8Q (157847.500000 sec): 3 clusters
  Score: Raw -285772.394074 + Penalty 2562.732003 = -283209.662072
  nChanged 80
		SP:Iteration 9Q (157847.670000 sec): 3 clusters
  Score: Raw -285844.622360 + Penalty 2562.732003 = -283281.890357
  nChanged 73
		SP:Iteration 10Q (157847.860000 sec): 3 clusters
  Score: Raw -285902.395127 + Penalty 2562.732003 = -283339.663124
  nChanged 78
		SP:Iteration 11Q (157848.030000 sec): 3 clusters
  Score: Raw -285951.043638 + Penalty 2562.732003 = -283388.311635
  nChanged 57
		SP:Iteration 12Q (157848.220000 sec): 3 clusters
  Score: Raw -285989.362012 + Penalty 2562.732003 = -283426.630009
  nChanged 62
		SP:Iteration 13Q (157848.340000 sec): 3 clusters
  Score: Raw -286043.621313 + Penalty 2562.732003 = -283480.889310
  nChanged 56
		SP:Iteration 14Q (157848.520000 sec): 3 clusters
  Score: Raw -286087.488535 + Penalty 2562.732003 = -283524.756532
  nChanged 54
		SP:Iteration 15Q (157848.690000 sec): 3 clusters
  Score: Raw -286134.723215 + Penalty 2562.732003 = -283571.991212
  nChanged 55
		SP:Iteration 16Q (157848.870000 sec): 3 clusters
  Score: Raw -286176.205314 + Penalty 2562.732003 = -283613.473312
  nChanged 51
		SP:Iteration 17Q (157849.020000 sec): 3 clusters
  Score: Raw -286207.498851 + Penalty 2562.732003 = -283644.766848
  nChanged 36
		SP:Iteration 18Q (157849.200000 sec): 3 clusters
  Score: Raw -286231.469758 + Penalty 2562.732003 = -283668.737755
  nChanged 24
		SP:Iteration 19Q (157849.370000 sec): 3 clusters
  Score: Raw -286249.940962 + Penalty 2562.732003 = -283687.208960
  nChanged 30
		SP:Iteration 20F (157849.500000 sec): 3 clusters
  Score: Raw -286285.131411 + Penalty 2562.732003 = -283722.399409
  nChanged 44
		SP:Iteration 21Q (157849.700000 sec): 3 clusters
  Score: Raw -286347.716020 + Penalty 2562.732003 = -283784.984017
  nChanged 38
		SP:Iteration 22Q (157849.840000 sec): 3 clusters
  Score: Raw -286406.369752 + Penalty 2562.732003 = -283843.637749
  nChanged 41
		SP:Iteration 23Q (157850.020000 sec): 3 clusters
  Score: Raw -286446.344381 + Penalty 2562.732003 = -283883.612378
  nChanged 38
		SP:Iteration 24Q (157850.210000 sec): 3 clusters
  Score: Raw -286469.908416 + Penalty 2562.732003 = -283907.176413
  nChanged 17
		SP:Iteration 25Q (157850.400000 sec): 3 clusters
  Score: Raw -286479.133241 + Penalty 2562.732003 = -283916.401238
  nChanged 11
		SP:Iteration 26Q (157850.590000 sec): 3 clusters
  Score: Raw -286485.267811 + Penalty 2562.732003 = -283922.535808
  nChanged 12
		SP:Iteration 27Q (157850.760000 sec): 3 clusters
  Score: Raw -286494.574108 + Penalty 2562.732003 = -283931.842105
  nChanged 11
		SP:Iteration 28Q (157850.970000 sec): 3 clusters
  Score: Raw -286500.256356 + Penalty 2562.732003 = -283937.524354
  nChanged 8
		SP:Iteration 29Q (157851.110000 sec): 3 clusters
  Score: Raw -286503.353602 + Penalty 2562.732003 = -283940.621599
  nChanged 4
		SP:Iteration 30Q (157851.280000 sec): 3 clusters
  Score: Raw -286505.268647 + Penalty 2562.732003 = -283942.536644
  nChanged 3
		SP:Iteration 31Q (157851.460000 sec): 3 clusters
  Score: Raw -286506.096184 + Penalty 2562.732003 = -283943.364181
  nChanged 5
		SP:Iteration 32Q (157851.620000 sec): 3 clusters
  Score: Raw -286508.651424 + Penalty 2562.732003 = -283945.919421
  nChanged 6
		SP:Iteration 33Q (157851.790000 sec): 3 clusters
  Score: Raw -286511.145187 + Penalty 2562.732003 = -283948.413184
  nChanged 9
		SP:Iteration 34Q (157851.970000 sec): 3 clusters
  Score: Raw -286516.753029 + Penalty 2562.732003 = -283954.021026
  nChanged 4
		SP:Iteration 35Q (157852.150000 sec): 3 clusters
  Score: Raw -286517.633907 + Penalty 2562.732003 = -283954.901904
  nChanged 4
		SP:Iteration 36Q (157852.340000 sec): 3 clusters
  Score: Raw -286518.769564 + Penalty 2562.732003 = -283956.037561
  nChanged 0
		SP:Iteration 37F (157852.520000 sec): 3 clusters
  Score: Raw -286518.769564 + Penalty 2562.732003 = -283956.037561
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157852.680000 sec): 2 clusters
  Score: Raw -947839.031323 + Penalty 1472.718634 = -946366.312689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157852.910000 sec): 3 clusters
  Score: Raw -943016.271301 + Penalty 2945.437268 = -940070.834033
  nChanged 3638
		SP:Iteration 1F (157853.120000 sec): 3 clusters
  Score: Raw -944887.189823 + Penalty 2945.437268 = -941941.752555
  nChanged 549
		SP:Iteration 2F (157853.380000 sec): 3 clusters
  Score: Raw -945140.078278 + Penalty 2945.437268 = -942194.641009
  nChanged 450
		SP:Iteration 3F (157853.550000 sec): 3 clusters
  Score: Raw -945342.161821 + Penalty 2945.437268 = -942396.724553
  nChanged 409
		SP:Iteration 4Q (157853.730000 sec): 3 clusters
  Score: Raw -945526.857927 + Penalty 2945.437268 = -942581.420658
  nChanged 379
		SP:Iteration 5Q (157853.990000 sec): 3 clusters
  Score: Raw -945689.586272 + Penalty 2945.437268 = -942744.149003
  nChanged 354
		SP:Iteration 6Q (157854.240000 sec): 3 clusters
  Score: Raw -945829.899083 + Penalty 2945.437268 = -942884.461815
  nChanged 323
		SP:Iteration 7Q (157854.390000 sec): 3 clusters
  Score: Raw -945971.876306 + Penalty 2945.437268 = -943026.439037
  nChanged 301
		SP:Iteration 8Q (157854.670000 sec): 3 clusters
  Score: Raw -946102.525588 + Penalty 2945.437268 = -943157.088320
  nChanged 288
		SP:Iteration 9Q (157854.870000 sec): 3 clusters
  Score: Raw -946250.715554 + Penalty 2945.437268 = -943305.278286
  nChanged 294
		SP:Iteration 10Q (157855.070000 sec): 3 clusters
  Score: Raw -946417.186101 + Penalty 2945.437268 = -943471.748833
  nChanged 323
		SP:Iteration 11Q (157855.300000 sec): 3 clusters
  Score: Raw -946569.666357 + Penalty 2945.437268 = -943624.229088
  nChanged 267
		SP:Iteration 12Q (157855.510000 sec): 3 clusters
  Score: Raw -946716.431393 + Penalty 2945.437268 = -943770.994124
  nChanged 288
		SP:Iteration 13Q (157855.720000 sec): 3 clusters
  Score: Raw -946885.509591 + Penalty 2945.437268 = -943940.072322
  nChanged 280
		SP:Iteration 14Q (157855.950000 sec): 3 clusters
  Score: Raw -947043.330027 + Penalty 2945.437268 = -944097.892759
  nChanged 217
		SP:Iteration 15Q (157856.110000 sec): 3 clusters
  Score: Raw -947151.682417 + Penalty 2945.437268 = -944206.245148
  nChanged 186
		SP:Iteration 16Q (157856.360000 sec): 3 clusters
  Score: Raw -947223.630149 + Penalty 2945.437268 = -944278.192881
  nChanged 134
		SP:Iteration 17Q (157856.620000 sec): 3 clusters
  Score: Raw -947271.108706 + Penalty 2945.437268 = -944325.671437
  nChanged 106
		SP:Iteration 18Q (157856.830000 sec): 3 clusters
  Score: Raw -947302.450192 + Penalty 2945.437268 = -944357.012924
  nChanged 91
		SP:Iteration 19Q (157857.000000 sec): 3 clusters
  Score: Raw -947328.275163 + Penalty 2945.437268 = -944382.837895
  nChanged 82
		SP:Iteration 20F (157857.200000 sec): 3 clusters
  Score: Raw -947352.531722 + Penalty 2945.437268 = -944407.094454
  nChanged 76
		SP:Iteration 21Q (157857.410000 sec): 3 clusters
  Score: Raw -947377.202264 + Penalty 2945.437268 = -944431.764996
  nChanged 83
		SP:Iteration 22Q (157857.630000 sec): 3 clusters
  Score: Raw -947401.932303 + Penalty 2945.437268 = -944456.495034
  nChanged 72
		SP:Iteration 23Q (157857.870000 sec): 3 clusters
  Score: Raw -947420.207703 + Penalty 2945.437268 = -944474.770435
  nChanged 61
		SP:Iteration 24Q (157858.060000 sec): 3 clusters
  Score: Raw -947437.647194 + Penalty 2945.437268 = -944492.209926
  nChanged 57
		SP:Iteration 25Q (157858.280000 sec): 3 clusters
  Score: Raw -947454.627073 + Penalty 2945.437268 = -944509.189805
  nChanged 54
		SP:Iteration 26Q (157858.530000 sec): 3 clusters
  Score: Raw -947467.138766 + Penalty 2945.437268 = -944521.701498
  nChanged 51
		SP:Iteration 27Q (157858.740000 sec): 3 clusters
  Score: Raw -947480.005765 + Penalty 2945.437268 = -944534.568496
  nChanged 46
		SP:Iteration 28Q (157858.960000 sec): 3 clusters
  Score: Raw -947492.708981 + Penalty 2945.437268 = -944547.271712
  nChanged 40
		SP:Iteration 29Q (157859.190000 sec): 3 clusters
  Score: Raw -947504.761838 + Penalty 2945.437268 = -944559.324570
  nChanged 55
		SP:Iteration 30Q (157859.370000 sec): 3 clusters
  Score: Raw -947526.477659 + Penalty 2945.437268 = -944581.040391
  nChanged 61
		SP:Iteration 31Q (157859.580000 sec): 3 clusters
  Score: Raw -947547.220919 + Penalty 2945.437268 = -944601.783651
  nChanged 64
		SP:Iteration 32Q (157859.750000 sec): 3 clusters
  Score: Raw -947567.063873 + Penalty 2945.437268 = -944621.626604
  nChanged 61
		SP:Iteration 33Q (157860.010000 sec): 3 clusters
  Score: Raw -947587.004284 + Penalty 2945.437268 = -944641.567016
  nChanged 60
		SP:Iteration 34Q (157860.220000 sec): 3 clusters
  Score: Raw -947604.272660 + Penalty 2945.437268 = -944658.835392
  nChanged 44
		SP:Iteration 35Q (157860.460000 sec): 3 clusters
  Score: Raw -947615.597636 + Penalty 2945.437268 = -944670.160367
  nChanged 38
		SP:Iteration 36Q (157860.670000 sec): 3 clusters
  Score: Raw -947624.927316 + Penalty 2945.437268 = -944679.490048
  nChanged 30
		SP:Iteration 37Q (157860.900000 sec): 3 clusters
  Score: Raw -947631.504089 + Penalty 2945.437268 = -944686.066820
  nChanged 21
		SP:Iteration 38Q (157861.060000 sec): 3 clusters
  Score: Raw -947636.605404 + Penalty 2945.437268 = -944691.168135
  nChanged 24
		SP:Iteration 39Q (157861.260000 sec): 3 clusters
  Score: Raw -947641.604571 + Penalty 2945.437268 = -944696.167303
  nChanged 15
		SP:Iteration 40F (157861.440000 sec): 3 clusters
  Score: Raw -947644.951348 + Penalty 2945.437268 = -944699.514080
  nChanged 19
		SP:Iteration 41Q (157861.660000 sec): 3 clusters
  Score: Raw -947648.931472 + Penalty 2945.437268 = -944703.494204
  nChanged 18
		SP:Iteration 42Q (157861.860000 sec): 3 clusters
  Score: Raw -947653.095455 + Penalty 2945.437268 = -944707.658186
  nChanged 12
		SP:Iteration 43Q (157862.080000 sec): 3 clusters
  Score: Raw -947655.214040 + Penalty 2945.437268 = -944709.776771
  nChanged 9
		SP:Iteration 44Q (157862.270000 sec): 3 clusters
  Score: Raw -947656.551144 + Penalty 2945.437268 = -944711.113875
  nChanged 7
		SP:Iteration 45Q (157862.480000 sec): 3 clusters
  Score: Raw -947657.870736 + Penalty 2945.437268 = -944712.433468
  nChanged 5
		SP:Iteration 46Q (157862.680000 sec): 3 clusters
  Score: Raw -947658.451955 + Penalty 2945.437268 = -944713.014687
  nChanged 2
		SP:Iteration 47Q (157862.850000 sec): 3 clusters
  Score: Raw -947658.631557 + Penalty 2945.437268 = -944713.194288
  nChanged 1
		SP:Iteration 48Q (157863.060000 sec): 3 clusters
  Score: Raw -947658.701256 + Penalty 2945.437268 = -944713.263988
  nChanged 3
		SP:Iteration 49Q (157863.300000 sec): 3 clusters
  Score: Raw -947659.257250 + Penalty 2945.437268 = -944713.819982
  nChanged 4
		SP:Iteration 50Q (157863.480000 sec): 3 clusters
  Score: Raw -947659.920973 + Penalty 2945.437268 = -944714.483705
  nChanged 3
		SP:Iteration 51Q (157863.710000 sec): 3 clusters
  Score: Raw -947660.668490 + Penalty 2945.437268 = -944715.231221
  nChanged 5
		SP:Iteration 52Q (157863.960000 sec): 3 clusters
  Score: Raw -947661.348863 + Penalty 2945.437268 = -944715.911595
  nChanged 3
		SP:Iteration 53Q (157864.190000 sec): 3 clusters
  Score: Raw -947661.754371 + Penalty 2945.437268 = -944716.317103
  nChanged 3
		SP:Iteration 54Q (157864.350000 sec): 3 clusters
  Score: Raw -947662.281079 + Penalty 2945.437268 = -944716.843811
  nChanged 1
		SP:Iteration 55Q (157864.590000 sec): 3 clusters
  Score: Raw -947662.344131 + Penalty 2945.437268 = -944716.906863
  nChanged 1
		SP:Iteration 56Q (157864.800000 sec): 3 clusters
  Score: Raw -947662.408681 + Penalty 2945.437268 = -944716.971413
  nChanged 2
		SP:Iteration 57Q (157864.960000 sec): 3 clusters
  Score: Raw -947662.614797 + Penalty 2945.437268 = -944717.177529
  nChanged 2
		SP:Iteration 58Q (157865.120000 sec): 3 clusters
  Score: Raw -947662.837903 + Penalty 2945.437268 = -944717.400634
  nChanged 3
		SP:Iteration 59Q (157865.280000 sec): 3 clusters
  Score: Raw -947663.168454 + Penalty 2945.437268 = -944717.731186
  nChanged 1
		SP:Iteration 60F (157865.470000 sec): 3 clusters
  Score: Raw -947663.239471 + Penalty 2945.437268 = -944717.802203
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (1077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157865.600000 sec): 2 clusters
  Score: Raw -101606.963031 + Penalty 1134.564385 = -100472.398646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157865.790000 sec): 3 clusters
  Score: Raw -101262.054914 + Penalty 2269.128770 = -98992.926144
  nChanged 338
		SP:Iteration 1F (157865.950000 sec): 3 clusters
  Score: Raw -101599.933223 + Penalty 2269.128770 = -99330.804453
  nChanged 76
		SP:Iteration 2F (157866.140000 sec): 3 clusters
  Score: Raw -101698.124421 + Penalty 2269.128770 = -99428.995651
  nChanged 52
		SP:Iteration 3Q (157866.360000 sec): 3 clusters
  Score: Raw -101751.137578 + Penalty 2269.128770 = -99482.008808
  nChanged 36
		SP:Iteration 4Q (157866.520000 sec): 3 clusters
  Score: Raw -101803.643468 + Penalty 2269.128770 = -99534.514698
  nChanged 30
		SP:Iteration 5Q (157866.720000 sec): 3 clusters
  Score: Raw -101838.644347 + Penalty 2269.128770 = -99569.515577
  nChanged 19
		SP:Iteration 6Q (157866.830000 sec): 3 clusters
  Score: Raw -101876.312912 + Penalty 2269.128770 = -99607.184142
  nChanged 21
		SP:Iteration 7Q (157867.010000 sec): 3 clusters
  Score: Raw -101928.195980 + Penalty 2269.128770 = -99659.067210
  nChanged 31
		SP:Iteration 8Q (157867.180000 sec): 3 clusters
  Score: Raw -101999.042614 + Penalty 2269.128770 = -99729.913844
  nChanged 24
		SP:Iteration 9Q (157867.360000 sec): 3 clusters
  Score: Raw -102037.081503 + Penalty 2269.128770 = -99767.952733
  nChanged 24
		SP:Iteration 10Q (157867.510000 sec): 3 clusters
  Score: Raw -102062.631036 + Penalty 2269.128770 = -99793.502266
  nChanged 17
		SP:Iteration 11Q (157867.680000 sec): 3 clusters
  Score: Raw -102080.524967 + Penalty 2269.128770 = -99811.396197
  nChanged 14
		SP:Iteration 12Q (157867.870000 sec): 3 clusters
  Score: Raw -102093.996024 + Penalty 2269.128770 = -99824.867254
  nChanged 10
		SP:Iteration 13Q (157868.020000 sec): 3 clusters
  Score: Raw -102104.211297 + Penalty 2269.128770 = -99835.082527
  nChanged 5
		SP:Iteration 14Q (157868.200000 sec): 3 clusters
  Score: Raw -102106.223769 + Penalty 2269.128770 = -99837.094999
  nChanged 3
		SP:Iteration 15Q (157868.370000 sec): 3 clusters
  Score: Raw -102109.751361 + Penalty 2269.128770 = -99840.622591
  nChanged 2
		SP:Iteration 16Q (157868.550000 sec): 3 clusters
  Score: Raw -102111.049505 + Penalty 2269.128770 = -99841.920735
  nChanged 1
		SP:Iteration 17Q (157868.730000 sec): 3 clusters
  Score: Raw -102111.917202 + Penalty 2269.128770 = -99842.788432
  nChanged 0
		SP:Iteration 18F (157868.910000 sec): 3 clusters
  Score: Raw -102111.917202 + Penalty 2269.128770 = -99842.788432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157869.060000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157869.240000 sec): 3 clusters
  Score: Raw -36082.504372 + Penalty 1900.092602 = -34182.411770
  nChanged 63
		SP:Iteration 1F (157869.380000 sec): 3 clusters
  Score: Raw -36210.767018 + Penalty 1900.092602 = -34310.674416
  nChanged 12
		SP:Iteration 2Q (157869.570000 sec): 3 clusters
  Score: Raw -36247.391140 + Penalty 1900.092602 = -34347.298539
  nChanged 8
		SP:Iteration 3Q (157869.750000 sec): 3 clusters
  Score: Raw -36269.776608 + Penalty 1900.092602 = -34369.684006
  nChanged 5
		SP:Iteration 4Q (157869.890000 sec): 3 clusters
  Score: Raw -36286.111100 + Penalty 1900.092602 = -34386.018498
  nChanged 3
		SP:Iteration 5Q (157870.000000 sec): 3 clusters
  Score: Raw -36292.906051 + Penalty 1900.092602 = -34392.813449
  nChanged 2
		SP:Iteration 6Q (157870.140000 sec): 3 clusters
  Score: Raw -36296.619081 + Penalty 1900.092602 = -34396.526479
  nChanged 3
		SP:Iteration 7Q (157870.340000 sec): 3 clusters
  Score: Raw -36305.555598 + Penalty 1900.092602 = -34405.462996
  nChanged 6
		SP:Iteration 8Q (157870.530000 sec): 3 clusters
  Score: Raw -36325.773003 + Penalty 1900.092602 = -34425.680401
  nChanged 4
		SP:Iteration 9Q (157870.680000 sec): 3 clusters
  Score: Raw -36334.032583 + Penalty 1900.092602 = -34433.939981
  nChanged 1
		SP:Iteration 10Q (157870.830000 sec): 3 clusters
  Score: Raw -36334.763135 + Penalty 1900.092602 = -34434.670533
  nChanged 0
		SP:Iteration 11F (157870.990000 sec): 3 clusters
  Score: Raw -36334.763135 + Penalty 1900.092602 = -34434.670533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (6847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157871.140000 sec): 2 clusters
  Score: Raw -746903.307849 + Penalty 1435.129455 = -745468.178393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157871.330000 sec): 3 clusters
  Score: Raw -743175.198403 + Penalty 2870.258911 = -740304.939492
  nChanged 2871
		SP:Iteration 1F (157871.530000 sec): 3 clusters
  Score: Raw -744785.747508 + Penalty 2870.258911 = -741915.488597
  nChanged 514
		SP:Iteration 2F (157871.750000 sec): 3 clusters
  Score: Raw -745051.994434 + Penalty 2870.258911 = -742181.735523
  nChanged 365
		SP:Iteration 3F (157871.940000 sec): 3 clusters
  Score: Raw -745235.822526 + Penalty 2870.258911 = -742365.563615
  nChanged 292
		SP:Iteration 4Q (157872.160000 sec): 3 clusters
  Score: Raw -745386.409935 + Penalty 2870.258911 = -742516.151025
  nChanged 262
		SP:Iteration 5Q (157872.380000 sec): 3 clusters
  Score: Raw -745513.999854 + Penalty 2870.258911 = -742643.740943
  nChanged 241
		SP:Iteration 6Q (157872.580000 sec): 3 clusters
  Score: Raw -745635.612459 + Penalty 2870.258911 = -742765.353549
  nChanged 224
		SP:Iteration 7Q (157872.760000 sec): 3 clusters
  Score: Raw -745751.362463 + Penalty 2870.258911 = -742881.103552
  nChanged 238
		SP:Iteration 8Q (157873.000000 sec): 3 clusters
  Score: Raw -745904.318190 + Penalty 2870.258911 = -743034.059279
  nChanged 258
		SP:Iteration 9Q (157873.200000 sec): 3 clusters
  Score: Raw -746066.083792 + Penalty 2870.258911 = -743195.824881
  nChanged 231
		SP:Iteration 10Q (157873.390000 sec): 3 clusters
  Score: Raw -746214.089984 + Penalty 2870.258911 = -743343.831074
  nChanged 210
		SP:Iteration 11Q (157873.590000 sec): 3 clusters
  Score: Raw -746359.709468 + Penalty 2870.258911 = -743489.450557
  nChanged 183
		SP:Iteration 12Q (157873.790000 sec): 3 clusters
  Score: Raw -746482.355170 + Penalty 2870.258911 = -743612.096259
  nChanged 164
		SP:Iteration 13Q (157873.970000 sec): 3 clusters
  Score: Raw -746594.064119 + Penalty 2870.258911 = -743723.805209
  nChanged 145
		SP:Iteration 14Q (157874.140000 sec): 3 clusters
  Score: Raw -746708.044077 + Penalty 2870.258911 = -743837.785166
  nChanged 110
		SP:Iteration 15Q (157874.330000 sec): 3 clusters
  Score: Raw -746793.059058 + Penalty 2870.258911 = -743922.800147
  nChanged 104
		SP:Iteration 16Q (157874.490000 sec): 3 clusters
  Score: Raw -746869.809331 + Penalty 2870.258911 = -743999.550420
  nChanged 77
		SP:Iteration 17Q (157874.690000 sec): 3 clusters
  Score: Raw -746924.332699 + Penalty 2870.258911 = -744054.073789
  nChanged 70
		SP:Iteration 18Q (157874.880000 sec): 3 clusters
  Score: Raw -746978.198986 + Penalty 2870.258911 = -744107.940075
  nChanged 60
		SP:Iteration 19Q (157875.090000 sec): 3 clusters
  Score: Raw -747021.964699 + Penalty 2870.258911 = -744151.705788
  nChanged 37
		SP:Iteration 20F (157875.290000 sec): 3 clusters
  Score: Raw -747050.866632 + Penalty 2870.258911 = -744180.607722
  nChanged 29
		SP:Iteration 21Q (157875.480000 sec): 3 clusters
  Score: Raw -747081.178247 + Penalty 2870.258911 = -744210.919336
  nChanged 29
		SP:Iteration 22Q (157875.710000 sec): 3 clusters
  Score: Raw -747101.925413 + Penalty 2870.258911 = -744231.666502
  nChanged 20
		SP:Iteration 23Q (157875.890000 sec): 3 clusters
  Score: Raw -747116.654857 + Penalty 2870.258911 = -744246.395946
  nChanged 19
		SP:Iteration 24Q (157876.090000 sec): 3 clusters
  Score: Raw -747128.725364 + Penalty 2870.258911 = -744258.466454
  nChanged 11
		SP:Iteration 25Q (157876.200000 sec): 3 clusters
  Score: Raw -747135.067759 + Penalty 2870.258911 = -744264.808848
  nChanged 6
		SP:Iteration 26Q (157876.450000 sec): 3 clusters
  Score: Raw -747140.150486 + Penalty 2870.258911 = -744269.891575
  nChanged 8
		SP:Iteration 27Q (157876.670000 sec): 3 clusters
  Score: Raw -747144.517442 + Penalty 2870.258911 = -744274.258531
  nChanged 4
		SP:Iteration 28Q (157876.830000 sec): 3 clusters
  Score: Raw -747147.113960 + Penalty 2870.258911 = -744276.855049
  nChanged 3
		SP:Iteration 29Q (157877.020000 sec): 3 clusters
  Score: Raw -747149.315355 + Penalty 2870.258911 = -744279.056445
  nChanged 3
		SP:Iteration 30Q (157877.200000 sec): 3 clusters
  Score: Raw -747151.203920 + Penalty 2870.258911 = -744280.945009
  nChanged 3
		SP:Iteration 31Q (157877.390000 sec): 3 clusters
  Score: Raw -747153.117142 + Penalty 2870.258911 = -744282.858232
  nChanged 2
		SP:Iteration 32Q (157877.570000 sec): 3 clusters
  Score: Raw -747153.983225 + Penalty 2870.258911 = -744283.724315
  nChanged 1
		SP:Iteration 33Q (157877.790000 sec): 3 clusters
  Score: Raw -747155.907868 + Penalty 2870.258911 = -744285.648957
  nChanged 4
		SP:Iteration 34Q (157877.940000 sec): 3 clusters
  Score: Raw -747158.573092 + Penalty 2870.258911 = -744288.314181
  nChanged 3
		SP:Iteration 35Q (157878.130000 sec): 3 clusters
  Score: Raw -747159.540322 + Penalty 2870.258911 = -744289.281411
  nChanged 1
		SP:Iteration 36Q (157878.320000 sec): 3 clusters
  Score: Raw -747160.023843 + Penalty 2870.258911 = -744289.764932
  nChanged 2
		SP:Iteration 37Q (157878.540000 sec): 3 clusters
  Score: Raw -747161.141588 + Penalty 2870.258911 = -744290.882678
  nChanged 2
		SP:Iteration 38Q (157878.730000 sec): 3 clusters
  Score: Raw -747162.360996 + Penalty 2870.258911 = -744292.102085
  nChanged 2
		SP:Iteration 39Q (157878.920000 sec): 3 clusters
  Score: Raw -747164.507504 + Penalty 2870.258911 = -744294.248593
  nChanged 2
		SP:Iteration 40F (157879.120000 sec): 3 clusters
  Score: Raw -747165.850349 + Penalty 2870.258911 = -744295.591438
  nChanged 2
		SP:Iteration 41Q (157879.280000 sec): 3 clusters
  Score: Raw -747168.495015 + Penalty 2870.258911 = -744298.236104
  nChanged 5
		SP:Iteration 42Q (157879.520000 sec): 3 clusters
  Score: Raw -747172.585430 + Penalty 2870.258911 = -744302.326519
  nChanged 3
		SP:Iteration 43Q (157879.680000 sec): 3 clusters
  Score: Raw -747174.113753 + Penalty 2870.258911 = -744303.854843
  nChanged 0
		SP:Iteration 44F (157879.900000 sec): 3 clusters
  Score: Raw -747174.113753 + Penalty 2870.258911 = -744303.854843
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (5332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157879.990000 sec): 2 clusters
  Score: Raw -536940.384173 + Penalty 1394.490773 = -535545.893400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157880.210000 sec): 3 clusters
  Score: Raw -534090.285881 + Penalty 2788.981546 = -531301.304335
  nChanged 2253
		SP:Iteration 1F (157880.410000 sec): 3 clusters
  Score: Raw -535446.446428 + Penalty 2788.981546 = -532657.464881
  nChanged 484
		SP:Iteration 2F (157880.590000 sec): 3 clusters
  Score: Raw -535841.169866 + Penalty 2788.981546 = -533052.188319
  nChanged 395
		SP:Iteration 3F (157880.820000 sec): 3 clusters
  Score: Raw -536210.805464 + Penalty 2788.981546 = -533421.823917
  nChanged 361
		SP:Iteration 4F (157880.990000 sec): 3 clusters
  Score: Raw -536543.380717 + Penalty 2788.981546 = -533754.399171
  nChanged 339
		SP:Iteration 5F (157881.210000 sec): 3 clusters
  Score: Raw -536799.190499 + Penalty 2788.981546 = -534010.208953
  nChanged 269
		SP:Iteration 6F (157881.390000 sec): 3 clusters
  Score: Raw -536967.333019 + Penalty 2788.981546 = -534178.351472
  nChanged 203
		SP:Iteration 7Q (157881.610000 sec): 3 clusters
  Score: Raw -537070.551264 + Penalty 2788.981546 = -534281.569718
  nChanged 139
		SP:Iteration 8Q (157881.770000 sec): 3 clusters
  Score: Raw -537127.425708 + Penalty 2788.981546 = -534338.444162
  nChanged 102
		SP:Iteration 9Q (157881.980000 sec): 3 clusters
  Score: Raw -537165.955099 + Penalty 2788.981546 = -534376.973552
  nChanged 82
		SP:Iteration 10Q (157882.180000 sec): 3 clusters
  Score: Raw -537194.037440 + Penalty 2788.981546 = -534405.055894
  nChanged 66
		SP:Iteration 11Q (157882.370000 sec): 3 clusters
  Score: Raw -537214.759637 + Penalty 2788.981546 = -534425.778091
  nChanged 52
		SP:Iteration 12Q (157882.580000 sec): 3 clusters
  Score: Raw -537228.222129 + Penalty 2788.981546 = -534439.240582
  nChanged 34
		SP:Iteration 13Q (157882.800000 sec): 3 clusters
  Score: Raw -537237.829580 + Penalty 2788.981546 = -534448.848033
  nChanged 35
		SP:Iteration 14Q (157882.950000 sec): 3 clusters
  Score: Raw -537248.353773 + Penalty 2788.981546 = -534459.372227
  nChanged 35
		SP:Iteration 15Q (157883.160000 sec): 3 clusters
  Score: Raw -537259.789902 + Penalty 2788.981546 = -534470.808356
  nChanged 30
		SP:Iteration 16Q (157883.360000 sec): 3 clusters
  Score: Raw -537266.344606 + Penalty 2788.981546 = -534477.363059
  nChanged 17
		SP:Iteration 17Q (157883.550000 sec): 3 clusters
  Score: Raw -537270.037303 + Penalty 2788.981546 = -534481.055756
  nChanged 10
		SP:Iteration 18Q (157883.740000 sec): 3 clusters
  Score: Raw -537272.883417 + Penalty 2788.981546 = -534483.901871
  nChanged 11
		SP:Iteration 19Q (157883.940000 sec): 3 clusters
  Score: Raw -537275.632179 + Penalty 2788.981546 = -534486.650633
  nChanged 15
		SP:Iteration 20F (157884.140000 sec): 3 clusters
  Score: Raw -537279.531172 + Penalty 2788.981546 = -534490.549626
  nChanged 11
		SP:Iteration 21Q (157884.320000 sec): 3 clusters
  Score: Raw -537281.966030 + Penalty 2788.981546 = -534492.984484
  nChanged 10
		SP:Iteration 22Q (157884.510000 sec): 3 clusters
  Score: Raw -537283.550415 + Penalty 2788.981546 = -534494.568868
  nChanged 5
		SP:Iteration 23Q (157884.680000 sec): 3 clusters
  Score: Raw -537284.808777 + Penalty 2788.981546 = -534495.827231
  nChanged 5
		SP:Iteration 24Q (157884.880000 sec): 3 clusters
  Score: Raw -537285.390605 + Penalty 2788.981546 = -534496.409058
  nChanged 5
		SP:Iteration 25Q (157885.060000 sec): 3 clusters
  Score: Raw -537286.083647 + Penalty 2788.981546 = -534497.102100
  nChanged 3
		SP:Iteration 26Q (157885.260000 sec): 3 clusters
  Score: Raw -537286.541364 + Penalty 2788.981546 = -534497.559818
  nChanged 6
		SP:Iteration 27Q (157885.460000 sec): 3 clusters
  Score: Raw -537287.717187 + Penalty 2788.981546 = -534498.735641
  nChanged 6
		SP:Iteration 28Q (157885.660000 sec): 3 clusters
  Score: Raw -537288.437584 + Penalty 2788.981546 = -534499.456038
  nChanged 5
		SP:Iteration 29Q (157885.840000 sec): 3 clusters
  Score: Raw -537289.130122 + Penalty 2788.981546 = -534500.148576
  nChanged 1
		SP:Iteration 30Q (157886.060000 sec): 3 clusters
  Score: Raw -537289.551504 + Penalty 2788.981546 = -534500.569958
  nChanged 3
		SP:Iteration 31Q (157886.260000 sec): 3 clusters
  Score: Raw -537290.154784 + Penalty 2788.981546 = -534501.173238
  nChanged 3
		SP:Iteration 32Q (157886.410000 sec): 3 clusters
  Score: Raw -537290.783403 + Penalty 2788.981546 = -534501.801857
  nChanged 1
		SP:Iteration 33Q (157886.590000 sec): 3 clusters
  Score: Raw -537290.961574 + Penalty 2788.981546 = -534501.980027
  nChanged 3
		SP:Iteration 34Q (157886.810000 sec): 3 clusters
  Score: Raw -537291.448349 + Penalty 2788.981546 = -534502.466803
  nChanged 5
		SP:Iteration 35Q (157887.020000 sec): 3 clusters
  Score: Raw -537292.104104 + Penalty 2788.981546 = -534503.122558
  nChanged 6
		SP:Iteration 36Q (157887.240000 sec): 3 clusters
  Score: Raw -537293.173551 + Penalty 2788.981546 = -534504.192005
  nChanged 5
		SP:Iteration 37Q (157887.410000 sec): 3 clusters
  Score: Raw -537294.059536 + Penalty 2788.981546 = -534505.077989
  nChanged 5
		SP:Iteration 38Q (157887.600000 sec): 3 clusters
  Score: Raw -537295.105553 + Penalty 2788.981546 = -534506.124007
  nChanged 6
		SP:Iteration 39Q (157887.820000 sec): 3 clusters
  Score: Raw -537296.336707 + Penalty 2788.981546 = -534507.355161
  nChanged 4
		SP:Iteration 40F (157887.970000 sec): 3 clusters
  Score: Raw -537297.197362 + Penalty 2788.981546 = -534508.215816
  nChanged 4
		SP:Iteration 41Q (157888.150000 sec): 3 clusters
  Score: Raw -537297.723933 + Penalty 2788.981546 = -534508.742387
  nChanged 2
		SP:Iteration 42Q (157888.370000 sec): 3 clusters
  Score: Raw -537298.397470 + Penalty 2788.981546 = -534509.415923
  nChanged 3
		SP:Iteration 43Q (157888.580000 sec): 3 clusters
  Score: Raw -537299.354819 + Penalty 2788.981546 = -534510.373272
  nChanged 4
		SP:Iteration 44Q (157888.770000 sec): 3 clusters
  Score: Raw -537299.889096 + Penalty 2788.981546 = -534510.907550
  nChanged 2
		SP:Iteration 45Q (157888.970000 sec): 3 clusters
  Score: Raw -537300.737397 + Penalty 2788.981546 = -534511.755851
  nChanged 3
		SP:Iteration 46Q (157889.140000 sec): 3 clusters
  Score: Raw -537301.541659 + Penalty 2788.981546 = -534512.560113
  nChanged 1
		SP:Iteration 47Q (157889.330000 sec): 3 clusters
  Score: Raw -537301.802677 + Penalty 2788.981546 = -534512.821131
  nChanged 0
		SP:Iteration 48F (157889.530000 sec): 3 clusters
  Score: Raw -537301.802677 + Penalty 2788.981546 = -534512.821131
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157889.620000 sec): 2 clusters
  Score: Raw -282367.626969 + Penalty 1279.273962 = -281088.353008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157889.780000 sec): 3 clusters
  Score: Raw -281221.336748 + Penalty 2558.547924 = -278662.788825
  nChanged 948
		SP:Iteration 1F (157889.940000 sec): 3 clusters
  Score: Raw -281842.833364 + Penalty 2558.547924 = -279284.285440
  nChanged 213
		SP:Iteration 2F (157890.150000 sec): 3 clusters
  Score: Raw -282042.334840 + Penalty 2558.547924 = -279483.786916
  nChanged 167
		SP:Iteration 3F (157890.320000 sec): 3 clusters
  Score: Raw -282180.000575 + Penalty 2558.547924 = -279621.452651
  nChanged 136
		SP:Iteration 4F (157890.500000 sec): 3 clusters
  Score: Raw -282295.358516 + Penalty 2558.547924 = -279736.810592
  nChanged 118
		SP:Iteration 5Q (157890.670000 sec): 3 clusters
  Score: Raw -282392.871945 + Penalty 2558.547924 = -279834.324021
  nChanged 83
		SP:Iteration 6Q (157890.840000 sec): 3 clusters
  Score: Raw -282461.411322 + Penalty 2558.547924 = -279902.863398
  nChanged 88
		SP:Iteration 7Q (157891.040000 sec): 3 clusters
  Score: Raw -282529.212477 + Penalty 2558.547924 = -279970.664553
  nChanged 80
		SP:Iteration 8Q (157891.220000 sec): 3 clusters
  Score: Raw -282599.997827 + Penalty 2558.547924 = -280041.449904
  nChanged 59
		SP:Iteration 9Q (157891.380000 sec): 3 clusters
  Score: Raw -282644.035879 + Penalty 2558.547924 = -280085.487955
  nChanged 49
		SP:Iteration 10Q (157891.600000 sec): 3 clusters
  Score: Raw -282682.163869 + Penalty 2558.547924 = -280123.615946
  nChanged 37
		SP:Iteration 11Q (157891.770000 sec): 3 clusters
  Score: Raw -282713.066077 + Penalty 2558.547924 = -280154.518153
  nChanged 35
		SP:Iteration 12Q (157891.930000 sec): 3 clusters
  Score: Raw -282735.926088 + Penalty 2558.547924 = -280177.378164
  nChanged 30
		SP:Iteration 13Q (157892.120000 sec): 3 clusters
  Score: Raw -282752.774911 + Penalty 2558.547924 = -280194.226987
  nChanged 22
		SP:Iteration 14Q (157892.280000 sec): 3 clusters
  Score: Raw -282765.307216 + Penalty 2558.547924 = -280206.759293
  nChanged 16
		SP:Iteration 15Q (157892.460000 sec): 3 clusters
  Score: Raw -282774.058922 + Penalty 2558.547924 = -280215.510998
  nChanged 16
		SP:Iteration 16Q (157892.660000 sec): 3 clusters
  Score: Raw -282782.721076 + Penalty 2558.547924 = -280224.173153
  nChanged 18
		SP:Iteration 17Q (157892.850000 sec): 3 clusters
  Score: Raw -282792.634878 + Penalty 2558.547924 = -280234.086955
  nChanged 18
		SP:Iteration 18Q (157893.020000 sec): 3 clusters
  Score: Raw -282803.690408 + Penalty 2558.547924 = -280245.142484
  nChanged 17
		SP:Iteration 19Q (157893.180000 sec): 3 clusters
  Score: Raw -282814.633342 + Penalty 2558.547924 = -280256.085419
  nChanged 19
		SP:Iteration 20F (157893.310000 sec): 3 clusters
  Score: Raw -282827.301070 + Penalty 2558.547924 = -280268.753146
  nChanged 18
		SP:Iteration 21Q (157893.490000 sec): 3 clusters
  Score: Raw -282836.200378 + Penalty 2558.547924 = -280277.652454
  nChanged 10
		SP:Iteration 22Q (157893.640000 sec): 3 clusters
  Score: Raw -282841.936740 + Penalty 2558.547924 = -280283.388817
  nChanged 14
		SP:Iteration 23Q (157893.780000 sec): 3 clusters
  Score: Raw -282850.551259 + Penalty 2558.547924 = -280292.003336
  nChanged 14
		SP:Iteration 24Q (157893.950000 sec): 3 clusters
  Score: Raw -282858.717159 + Penalty 2558.547924 = -280300.169236
  nChanged 15
		SP:Iteration 25Q (157894.100000 sec): 3 clusters
  Score: Raw -282864.396607 + Penalty 2558.547924 = -280305.848684
  nChanged 13
		SP:Iteration 26Q (157894.280000 sec): 3 clusters
  Score: Raw -282871.829870 + Penalty 2558.547924 = -280313.281947
  nChanged 9
		SP:Iteration 27Q (157894.440000 sec): 3 clusters
  Score: Raw -282875.447943 + Penalty 2558.547924 = -280316.900019
  nChanged 8
		SP:Iteration 28Q (157894.590000 sec): 3 clusters
  Score: Raw -282880.318256 + Penalty 2558.547924 = -280321.770332
  nChanged 10
		SP:Iteration 29Q (157894.780000 sec): 3 clusters
  Score: Raw -282884.597698 + Penalty 2558.547924 = -280326.049774
  nChanged 8
		SP:Iteration 30Q (157894.970000 sec): 3 clusters
  Score: Raw -282888.538711 + Penalty 2558.547924 = -280329.990788
  nChanged 8
		SP:Iteration 31Q (157895.160000 sec): 3 clusters
  Score: Raw -282892.666541 + Penalty 2558.547924 = -280334.118617
  nChanged 2
		SP:Iteration 32Q (157895.350000 sec): 3 clusters
  Score: Raw -282893.157422 + Penalty 2558.547924 = -280334.609498
  nChanged 1
		SP:Iteration 33Q (157895.540000 sec): 3 clusters
  Score: Raw -282893.362144 + Penalty 2558.547924 = -280334.814220
  nChanged 2
		SP:Iteration 34Q (157895.720000 sec): 3 clusters
  Score: Raw -282893.890685 + Penalty 2558.547924 = -280335.342762
  nChanged 1
		SP:Iteration 35Q (157895.900000 sec): 3 clusters
  Score: Raw -282894.023416 + Penalty 2558.547924 = -280335.475492
  nChanged 0
		SP:Iteration 36F (157896.080000 sec): 3 clusters
  Score: Raw -282894.023416 + Penalty 2558.547924 = -280335.475492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157896.880000 sec): 2 clusters
  Score: Raw -13235013.598974 + Penalty 1895.823713 = -13233117.775261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157897.680000 sec): 3 clusters
  Score: Raw -13158613.951340 + Penalty 3791.647426 = -13154822.303914
  nChanged 56008
		SP:Iteration 1F (157898.570000 sec): 3 clusters
  Score: Raw -13191223.442452 + Penalty 3791.647426 = -13187431.795027
  nChanged 3422
		SP:Iteration 2Q (157899.590000 sec): 3 clusters
  Score: Raw -13192029.287049 + Penalty 3791.647426 = -13188237.639623
  nChanged 3745
		SP:Iteration 3Q (157900.550000 sec): 3 clusters
  Score: Raw -13193045.861311 + Penalty 3791.647426 = -13189254.213885
  nChanged 4173
		SP:Iteration 4Q (157901.550000 sec): 3 clusters
  Score: Raw -13194523.191648 + Penalty 3791.647426 = -13190731.544223
  nChanged 5082
		SP:Iteration 5Q (157902.540000 sec): 3 clusters
  Score: Raw -13196931.985833 + Penalty 3791.647426 = -13193140.338408
  nChanged 6686
		SP:Iteration 6F (157903.460000 sec): 3 clusters
  Score: Raw -13201110.745874 + Penalty 3791.647426 = -13197319.098449
  nChanged 8516
		SP:Iteration 7F (157904.270000 sec): 3 clusters
  Score: Raw -13207691.007444 + Penalty 3791.647426 = -13203899.360019
  nChanged 9716
		SP:Iteration 8F (157905.060000 sec): 3 clusters
  Score: Raw -13216370.807529 + Penalty 3791.647426 = -13212579.160104
  nChanged 8990
		SP:Iteration 9F (157905.830000 sec): 3 clusters
  Score: Raw -13224971.987774 + Penalty 3791.647426 = -13221180.340348
  nChanged 6113
		SP:Iteration 10F (157906.620000 sec): 3 clusters
  Score: Raw -13230696.358496 + Penalty 3791.647426 = -13226904.711070
  nChanged 3123
		SP:Iteration 11Q (157907.450000 sec): 3 clusters
  Score: Raw -13233491.974228 + Penalty 3791.647426 = -13229700.326803
  nChanged 1210
		SP:Iteration 12Q (157908.270000 sec): 3 clusters
  Score: Raw -13234551.753599 + Penalty 3791.647426 = -13230760.106173
  nChanged 425
		SP:Iteration 13Q (157909.130000 sec): 3 clusters
  Score: Raw -13234935.391359 + Penalty 3791.647426 = -13231143.743933
  nChanged 173
		SP:Iteration 14Q (157910.020000 sec): 3 clusters
  Score: Raw -13235097.323124 + Penalty 3791.647426 = -13231305.675699
  nChanged 80
		SP:Iteration 15Q (157910.780000 sec): 3 clusters
  Score: Raw -13235174.925264 + Penalty 3791.647426 = -13231383.277838
  nChanged 56
		SP:Iteration 16Q (157911.540000 sec): 3 clusters
  Score: Raw -13235231.911435 + Penalty 3791.647426 = -13231440.264009
  nChanged 29
		SP:Iteration 17Q (157912.310000 sec): 3 clusters
  Score: Raw -13235258.011090 + Penalty 3791.647426 = -13231466.363664
  nChanged 20
		SP:Iteration 18Q (157913.030000 sec): 3 clusters
  Score: Raw -13235272.854192 + Penalty 3791.647426 = -13231481.206766
  nChanged 12
		SP:Iteration 19Q (157913.750000 sec): 3 clusters
  Score: Raw -13235281.315135 + Penalty 3791.647426 = -13231489.667709
  nChanged 7
		SP:Iteration 20F (157914.440000 sec): 3 clusters
  Score: Raw -13235286.330633 + Penalty 3791.647426 = -13231494.683208
  nChanged 5
		SP:Iteration 21Q (157915.220000 sec): 3 clusters
  Score: Raw -13235291.000014 + Penalty 3791.647426 = -13231499.352588
  nChanged 4
		SP:Iteration 22Q (157915.990000 sec): 3 clusters
  Score: Raw -13235293.915489 + Penalty 3791.647426 = -13231502.268063
  nChanged 2
		SP:Iteration 23Q (157916.730000 sec): 3 clusters
  Score: Raw -13235294.942525 + Penalty 3791.647426 = -13231503.295099
  nChanged 1
		SP:Iteration 24Q (157917.450000 sec): 3 clusters
  Score: Raw -13235296.319930 + Penalty 3791.647426 = -13231504.672504
  nChanged 1
		SP:Iteration 25Q (157918.190000 sec): 3 clusters
  Score: Raw -13235297.101257 + Penalty 3791.647426 = -13231505.453831
  nChanged 2
		SP:Iteration 26Q (157918.950000 sec): 3 clusters
  Score: Raw -13235297.944084 + Penalty 3791.647426 = -13231506.296658
  nChanged 0
		SP:Iteration 27F (157919.770000 sec): 3 clusters
  Score: Raw -13235297.944084 + Penalty 3791.647426 = -13231506.296658
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157919.950000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157920.120000 sec): 3 clusters
  Score: Raw -69149.457370 + Penalty 2106.512567 = -67042.944803
  nChanged 163
		SP:Iteration 1F (157920.260000 sec): 3 clusters
  Score: Raw -69358.103173 + Penalty 2106.512567 = -67251.590606
  nChanged 42
		SP:Iteration 2F (157920.410000 sec): 3 clusters
  Score: Raw -69408.899535 + Penalty 2106.512567 = -67302.386968
  nChanged 26
		SP:Iteration 3Q (157920.570000 sec): 3 clusters
  Score: Raw -69463.037173 + Penalty 2106.512567 = -67356.524606
  nChanged 16
		SP:Iteration 4Q (157920.720000 sec): 3 clusters
  Score: Raw -69526.320271 + Penalty 2106.512567 = -67419.807704
  nChanged 27
		SP:Iteration 5Q (157920.890000 sec): 3 clusters
  Score: Raw -69805.302515 + Penalty 2106.512567 = -67698.789948
  nChanged 45
		SP:Iteration 6F (157921.020000 sec): 3 clusters
  Score: Raw -69978.582299 + Penalty 2106.512567 = -67872.069732
  nChanged 50
		SP:Iteration 7F (157921.180000 sec): 3 clusters
  Score: Raw -70078.183454 + Penalty 2106.512567 = -67971.670887
  nChanged 32
		SP:Iteration 8Q (157921.310000 sec): 3 clusters
  Score: Raw -70141.304866 + Penalty 2106.512567 = -68034.792299
  nChanged 18
		SP:Iteration 9Q (157921.480000 sec): 3 clusters
  Score: Raw -70185.281665 + Penalty 2106.512567 = -68078.769098
  nChanged 12
		SP:Iteration 10Q (157921.620000 sec): 3 clusters
  Score: Raw -70211.793933 + Penalty 2106.512567 = -68105.281366
  nChanged 9
		SP:Iteration 11Q (157921.800000 sec): 3 clusters
  Score: Raw -70235.164602 + Penalty 2106.512567 = -68128.652035
  nChanged 10
		SP:Iteration 12Q (157921.960000 sec): 3 clusters
  Score: Raw -70265.117432 + Penalty 2106.512567 = -68158.604865
  nChanged 1
		SP:Iteration 13Q (157922.160000 sec): 3 clusters
  Score: Raw -70267.830440 + Penalty 2106.512567 = -68161.317873
  nChanged 2
		SP:Iteration 14Q (157922.340000 sec): 3 clusters
  Score: Raw -70269.578088 + Penalty 2106.512567 = -68163.065521
  nChanged 1
		SP:Iteration 15Q (157922.520000 sec): 3 clusters
  Score: Raw -70271.261456 + Penalty 2106.512567 = -68164.748889
  nChanged 1
		SP:Iteration 16Q (157922.690000 sec): 3 clusters
  Score: Raw -70271.712653 + Penalty 2106.512567 = -68165.200086
  nChanged 0
		SP:Iteration 17F (157922.880000 sec): 3 clusters
  Score: Raw -70271.712653 + Penalty 2106.512567 = -68165.200086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157922.960000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157923.120000 sec): 3 clusters
  Score: Raw -9212.264267 + Penalty 1542.102942 = -7670.161325
  nChanged 9
		SP:Iteration 1F (157923.300000 sec): 3 clusters
  Score: Raw -9287.266455 + Penalty 1542.102942 = -7745.163513
  nChanged 2
		SP:Iteration 2Q (157923.470000 sec): 3 clusters
  Score: Raw -9296.953203 + Penalty 1542.102942 = -7754.850261
  nChanged 0
		SP:Iteration 3F (157923.670000 sec): 3 clusters
  Score: Raw -9296.953203 + Penalty 1542.102942 = -7754.850261
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (22845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157923.880000 sec): 2 clusters
  Score: Raw -2537670.351773 + Penalty 1630.929228 = -2536039.422545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157924.140000 sec): 3 clusters
  Score: Raw -2523778.003534 + Penalty 3261.858455 = -2520516.145079
  nChanged 10373
		SP:Iteration 1F (157924.440000 sec): 3 clusters
  Score: Raw -2529676.840015 + Penalty 3261.858455 = -2526414.981560
  nChanged 1383
		SP:Iteration 2F (157924.780000 sec): 3 clusters
  Score: Raw -2530403.470695 + Penalty 3261.858455 = -2527141.612240
  nChanged 1532
		SP:Iteration 3F (157925.080000 sec): 3 clusters
  Score: Raw -2531305.909580 + Penalty 3261.858455 = -2528044.051125
  nChanged 1562
		SP:Iteration 4F (157925.380000 sec): 3 clusters
  Score: Raw -2532273.528955 + Penalty 3261.858455 = -2529011.670500
  nChanged 1549
		SP:Iteration 5F (157925.610000 sec): 3 clusters
  Score: Raw -2533255.406039 + Penalty 3261.858455 = -2529993.547584
  nChanged 1469
		SP:Iteration 6F (157925.910000 sec): 3 clusters
  Score: Raw -2534134.040301 + Penalty 3261.858455 = -2530872.181846
  nChanged 1236
		SP:Iteration 7F (157926.170000 sec): 3 clusters
  Score: Raw -2534800.552530 + Penalty 3261.858455 = -2531538.694075
  nChanged 946
		SP:Iteration 8Q (157926.470000 sec): 3 clusters
  Score: Raw -2535250.635125 + Penalty 3261.858455 = -2531988.776670
  nChanged 775
		SP:Iteration 9Q (157926.750000 sec): 3 clusters
  Score: Raw -2535612.517279 + Penalty 3261.858455 = -2532350.658824
  nChanged 624
		SP:Iteration 10Q (157927.040000 sec): 3 clusters
  Score: Raw -2535910.742922 + Penalty 3261.858455 = -2532648.884467
  nChanged 551
		SP:Iteration 11Q (157927.340000 sec): 3 clusters
  Score: Raw -2536196.236197 + Penalty 3261.858455 = -2532934.377742
  nChanged 509
		SP:Iteration 12Q (157927.680000 sec): 3 clusters
  Score: Raw -2536511.975422 + Penalty 3261.858455 = -2533250.116967
  nChanged 479
		SP:Iteration 13Q (157927.940000 sec): 3 clusters
  Score: Raw -2536861.978818 + Penalty 3261.858455 = -2533600.120363
  nChanged 458
		SP:Iteration 14Q (157928.230000 sec): 3 clusters
  Score: Raw -2537309.970010 + Penalty 3261.858455 = -2534048.111555
  nChanged 447
		SP:Iteration 15Q (157928.530000 sec): 3 clusters
  Score: Raw -2537815.710903 + Penalty 3261.858455 = -2534553.852448
  nChanged 358
		SP:Iteration 16Q (157928.810000 sec): 3 clusters
  Score: Raw -2538146.428324 + Penalty 3261.858455 = -2534884.569869
  nChanged 294
		SP:Iteration 17Q (157929.090000 sec): 3 clusters
  Score: Raw -2538359.538097 + Penalty 3261.858455 = -2535097.679642
  nChanged 231
		SP:Iteration 18Q (157929.370000 sec): 3 clusters
  Score: Raw -2538498.713424 + Penalty 3261.858455 = -2535236.854969
  nChanged 154
		SP:Iteration 19Q (157929.680000 sec): 3 clusters
  Score: Raw -2538556.544034 + Penalty 3261.858455 = -2535294.685579
  nChanged 98
		SP:Iteration 20F (157929.910000 sec): 3 clusters
  Score: Raw -2538589.272835 + Penalty 3261.858455 = -2535327.414379
  nChanged 77
		SP:Iteration 21Q (157930.250000 sec): 3 clusters
  Score: Raw -2538608.861556 + Penalty 3261.858455 = -2535347.003101
  nChanged 63
		SP:Iteration 22Q (157930.490000 sec): 3 clusters
  Score: Raw -2538624.289016 + Penalty 3261.858455 = -2535362.430561
  nChanged 43
		SP:Iteration 23Q (157930.820000 sec): 3 clusters
  Score: Raw -2538632.742673 + Penalty 3261.858455 = -2535370.884218
  nChanged 30
		SP:Iteration 24Q (157931.130000 sec): 3 clusters
  Score: Raw -2538638.041844 + Penalty 3261.858455 = -2535376.183389
  nChanged 29
		SP:Iteration 25Q (157931.380000 sec): 3 clusters
  Score: Raw -2538643.169830 + Penalty 3261.858455 = -2535381.311375
  nChanged 33
		SP:Iteration 26Q (157931.650000 sec): 3 clusters
  Score: Raw -2538651.856656 + Penalty 3261.858455 = -2535389.998201
  nChanged 35
		SP:Iteration 27Q (157931.940000 sec): 3 clusters
  Score: Raw -2538662.018365 + Penalty 3261.858455 = -2535400.159910
  nChanged 36
		SP:Iteration 28Q (157932.250000 sec): 3 clusters
  Score: Raw -2538673.162791 + Penalty 3261.858455 = -2535411.304336
  nChanged 35
		SP:Iteration 29Q (157932.550000 sec): 3 clusters
  Score: Raw -2538684.152352 + Penalty 3261.858455 = -2535422.293897
  nChanged 33
		SP:Iteration 30Q (157932.820000 sec): 3 clusters
  Score: Raw -2538693.406313 + Penalty 3261.858455 = -2535431.547858
  nChanged 37
		SP:Iteration 31Q (157933.110000 sec): 3 clusters
  Score: Raw -2538703.406123 + Penalty 3261.858455 = -2535441.547668
  nChanged 28
		SP:Iteration 32Q (157933.420000 sec): 3 clusters
  Score: Raw -2538708.219809 + Penalty 3261.858455 = -2535446.361354
  nChanged 15
		SP:Iteration 33Q (157933.660000 sec): 3 clusters
  Score: Raw -2538710.400080 + Penalty 3261.858455 = -2535448.541625
  nChanged 13
		SP:Iteration 34Q (157933.970000 sec): 3 clusters
  Score: Raw -2538712.368828 + Penalty 3261.858455 = -2535450.510372
  nChanged 11
		SP:Iteration 35Q (157934.280000 sec): 3 clusters
  Score: Raw -2538713.636879 + Penalty 3261.858455 = -2535451.778424
  nChanged 8
		SP:Iteration 36Q (157934.520000 sec): 3 clusters
  Score: Raw -2538714.674693 + Penalty 3261.858455 = -2535452.816237
  nChanged 3
		SP:Iteration 37Q (157934.830000 sec): 3 clusters
  Score: Raw -2538714.887520 + Penalty 3261.858455 = -2535453.029065
  nChanged 2
		SP:Iteration 38Q (157935.120000 sec): 3 clusters
  Score: Raw -2538715.331589 + Penalty 3261.858455 = -2535453.473134
  nChanged 4
		SP:Iteration 39Q (157935.440000 sec): 3 clusters
  Score: Raw -2538715.888690 + Penalty 3261.858455 = -2535454.030235
  nChanged 2
		SP:Iteration 40F (157935.780000 sec): 3 clusters
  Score: Raw -2538715.977831 + Penalty 3261.858455 = -2535454.119376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157935.880000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157936.040000 sec): 3 clusters
  Score: Raw -98914.128746 + Penalty 2222.133165 = -96691.995582
  nChanged 271
		SP:Iteration 1F (157936.200000 sec): 3 clusters
  Score: Raw -99167.035012 + Penalty 2222.133165 = -96944.901848
  nChanged 74
		SP:Iteration 2F (157936.360000 sec): 3 clusters
  Score: Raw -99246.889098 + Penalty 2222.133165 = -97024.755933
  nChanged 24
		SP:Iteration 3Q (157936.540000 sec): 3 clusters
  Score: Raw -99278.364339 + Penalty 2222.133165 = -97056.231174
  nChanged 24
		SP:Iteration 4Q (157936.670000 sec): 3 clusters
  Score: Raw -99311.388482 + Penalty 2222.133165 = -97089.255317
  nChanged 22
		SP:Iteration 5Q (157936.850000 sec): 3 clusters
  Score: Raw -99340.593326 + Penalty 2222.133165 = -97118.460161
  nChanged 17
		SP:Iteration 6Q (157937.000000 sec): 3 clusters
  Score: Raw -99357.560379 + Penalty 2222.133165 = -97135.427214
  nChanged 8
		SP:Iteration 7Q (157937.150000 sec): 3 clusters
  Score: Raw -99362.414969 + Penalty 2222.133165 = -97140.281804
  nChanged 5
		SP:Iteration 8Q (157937.310000 sec): 3 clusters
  Score: Raw -99371.893625 + Penalty 2222.133165 = -97149.760460
  nChanged 6
		SP:Iteration 9Q (157937.490000 sec): 3 clusters
  Score: Raw -99380.216062 + Penalty 2222.133165 = -97158.082897
  nChanged 5
		SP:Iteration 10Q (157937.630000 sec): 3 clusters
  Score: Raw -99385.642271 + Penalty 2222.133165 = -97163.509107
  nChanged 4
		SP:Iteration 11Q (157937.820000 sec): 3 clusters
  Score: Raw -99389.399269 + Penalty 2222.133165 = -97167.266104
  nChanged 4
		SP:Iteration 12Q (157938.010000 sec): 3 clusters
  Score: Raw -99391.893100 + Penalty 2222.133165 = -97169.759935
  nChanged 2
		SP:Iteration 13Q (157938.160000 sec): 3 clusters
  Score: Raw -99393.138325 + Penalty 2222.133165 = -97171.005160
  nChanged 2
		SP:Iteration 14Q (157938.340000 sec): 3 clusters
  Score: Raw -99394.379859 + Penalty 2222.133165 = -97172.246694
  nChanged 5
		SP:Iteration 15Q (157938.500000 sec): 3 clusters
  Score: Raw -99397.592416 + Penalty 2222.133165 = -97175.459251
  nChanged 1
		SP:Iteration 16Q (157938.690000 sec): 3 clusters
  Score: Raw -99398.151432 + Penalty 2222.133165 = -97176.018268
  nChanged 3
		SP:Iteration 17Q (157938.860000 sec): 3 clusters
  Score: Raw -99400.935971 + Penalty 2222.133165 = -97178.802806
  nChanged 5
		SP:Iteration 18Q (157939.040000 sec): 3 clusters
  Score: Raw -99406.426395 + Penalty 2222.133165 = -97184.293231
  nChanged 7
		SP:Iteration 19Q (157939.210000 sec): 3 clusters
  Score: Raw -99414.186171 + Penalty 2222.133165 = -97192.053007
  nChanged 7
		SP:Iteration 20F (157939.400000 sec): 3 clusters
  Score: Raw -99422.069164 + Penalty 2222.133165 = -97199.935999
  nChanged 6
		SP:Iteration 21Q (157939.610000 sec): 3 clusters
  Score: Raw -99428.354285 + Penalty 2222.133165 = -97206.221120
  nChanged 6
		SP:Iteration 22Q (157939.750000 sec): 3 clusters
  Score: Raw -99432.927038 + Penalty 2222.133165 = -97210.793873
  nChanged 2
		SP:Iteration 23Q (157939.930000 sec): 3 clusters
  Score: Raw -99434.792208 + Penalty 2222.133165 = -97212.659044
  nChanged 2
		SP:Iteration 24Q (157940.080000 sec): 3 clusters
  Score: Raw -99440.240821 + Penalty 2222.133165 = -97218.107656
  nChanged 1
		SP:Iteration 25Q (157940.260000 sec): 3 clusters
  Score: Raw -99442.276424 + Penalty 2222.133165 = -97220.143259
  nChanged 1
		SP:Iteration 26Q (157940.440000 sec): 3 clusters
  Score: Raw -99443.302630 + Penalty 2222.133165 = -97221.169466
  nChanged 1
		SP:Iteration 27Q (157940.640000 sec): 3 clusters
  Score: Raw -99443.821951 + Penalty 2222.133165 = -97221.688787
  nChanged 0
		SP:Iteration 28F (157940.810000 sec): 3 clusters
  Score: Raw -99443.821951 + Penalty 2222.133165 = -97221.688787
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157940.920000 sec): 2 clusters
  Score: Raw -378921.607485 + Penalty 1324.919336 = -377596.688149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157941.120000 sec): 3 clusters
  Score: Raw -377226.778136 + Penalty 2649.838671 = -374576.939465
  nChanged 1347
		SP:Iteration 1F (157941.300000 sec): 3 clusters
  Score: Raw -377994.600010 + Penalty 2649.838671 = -375344.761339
  nChanged 258
		SP:Iteration 2F (157941.470000 sec): 3 clusters
  Score: Raw -378133.330886 + Penalty 2649.838671 = -375483.492214
  nChanged 159
		SP:Iteration 3Q (157941.660000 sec): 3 clusters
  Score: Raw -378217.186675 + Penalty 2649.838671 = -375567.348003
  nChanged 118
		SP:Iteration 4Q (157941.840000 sec): 3 clusters
  Score: Raw -378273.117484 + Penalty 2649.838671 = -375623.278812
  nChanged 90
		SP:Iteration 5Q (157941.990000 sec): 3 clusters
  Score: Raw -378312.261715 + Penalty 2649.838671 = -375662.423044
  nChanged 83
		SP:Iteration 6Q (157942.180000 sec): 3 clusters
  Score: Raw -378343.164163 + Penalty 2649.838671 = -375693.325491
  nChanged 81
		SP:Iteration 7Q (157942.380000 sec): 3 clusters
  Score: Raw -378378.765171 + Penalty 2649.838671 = -375728.926499
  nChanged 92
		SP:Iteration 8Q (157942.570000 sec): 3 clusters
  Score: Raw -378420.596327 + Penalty 2649.838671 = -375770.757656
  nChanged 79
		SP:Iteration 9Q (157942.750000 sec): 3 clusters
  Score: Raw -378462.961932 + Penalty 2649.838671 = -375813.123260
  nChanged 91
		SP:Iteration 10Q (157942.950000 sec): 3 clusters
  Score: Raw -378521.364243 + Penalty 2649.838671 = -375871.525571
  nChanged 98
		SP:Iteration 11Q (157943.120000 sec): 3 clusters
  Score: Raw -378579.625838 + Penalty 2649.838671 = -375929.787166
  nChanged 103
		SP:Iteration 12Q (157943.320000 sec): 3 clusters
  Score: Raw -378640.065878 + Penalty 2649.838671 = -375990.227206
  nChanged 93
		SP:Iteration 13Q (157943.530000 sec): 3 clusters
  Score: Raw -378693.008018 + Penalty 2649.838671 = -376043.169346
  nChanged 88
		SP:Iteration 14Q (157943.690000 sec): 3 clusters
  Score: Raw -378746.720683 + Penalty 2649.838671 = -376096.882012
  nChanged 86
		SP:Iteration 15Q (157943.880000 sec): 3 clusters
  Score: Raw -378807.230351 + Penalty 2649.838671 = -376157.391680
  nChanged 86
		SP:Iteration 16Q (157944.030000 sec): 3 clusters
  Score: Raw -378858.962478 + Penalty 2649.838671 = -376209.123807
  nChanged 67
		SP:Iteration 17Q (157944.200000 sec): 3 clusters
  Score: Raw -378897.283497 + Penalty 2649.838671 = -376247.444825
  nChanged 53
		SP:Iteration 18Q (157944.430000 sec): 3 clusters
  Score: Raw -378928.695381 + Penalty 2649.838671 = -376278.856709
  nChanged 43
		SP:Iteration 19Q (157944.590000 sec): 3 clusters
  Score: Raw -378953.294850 + Penalty 2649.838671 = -376303.456178
  nChanged 34
		SP:Iteration 20F (157944.710000 sec): 3 clusters
  Score: Raw -378973.048581 + Penalty 2649.838671 = -376323.209909
  nChanged 30
		SP:Iteration 21Q (157944.900000 sec): 3 clusters
  Score: Raw -378993.230669 + Penalty 2649.838671 = -376343.391998
  nChanged 21
		SP:Iteration 22Q (157945.110000 sec): 3 clusters
  Score: Raw -379006.192772 + Penalty 2649.838671 = -376356.354101
  nChanged 17
		SP:Iteration 23Q (157945.280000 sec): 3 clusters
  Score: Raw -379017.341854 + Penalty 2649.838671 = -376367.503183
  nChanged 18
		SP:Iteration 24Q (157945.410000 sec): 3 clusters
  Score: Raw -379029.198239 + Penalty 2649.838671 = -376379.359568
  nChanged 17
		SP:Iteration 25Q (157945.580000 sec): 3 clusters
  Score: Raw -379037.712683 + Penalty 2649.838671 = -376387.874012
  nChanged 11
		SP:Iteration 26Q (157945.740000 sec): 3 clusters
  Score: Raw -379044.813364 + Penalty 2649.838671 = -376394.974693
  nChanged 11
		SP:Iteration 27Q (157945.880000 sec): 3 clusters
  Score: Raw -379051.549697 + Penalty 2649.838671 = -376401.711026
  nChanged 11
		SP:Iteration 28Q (157946.060000 sec): 3 clusters
  Score: Raw -379057.471364 + Penalty 2649.838671 = -376407.632693
  nChanged 9
		SP:Iteration 29Q (157946.230000 sec): 3 clusters
  Score: Raw -379061.708331 + Penalty 2649.838671 = -376411.869659
  nChanged 9
		SP:Iteration 30Q (157946.450000 sec): 3 clusters
  Score: Raw -379066.939570 + Penalty 2649.838671 = -376417.100898
  nChanged 9
		SP:Iteration 31Q (157946.620000 sec): 3 clusters
  Score: Raw -379072.408322 + Penalty 2649.838671 = -376422.569650
  nChanged 5
		SP:Iteration 32Q (157946.780000 sec): 3 clusters
  Score: Raw -379074.636545 + Penalty 2649.838671 = -376424.797873
  nChanged 2
		SP:Iteration 33Q (157946.980000 sec): 3 clusters
  Score: Raw -379075.780611 + Penalty 2649.838671 = -376425.941940
  nChanged 3
		SP:Iteration 34Q (157947.190000 sec): 3 clusters
  Score: Raw -379078.189373 + Penalty 2649.838671 = -376428.350701
  nChanged 5
		SP:Iteration 35Q (157947.360000 sec): 3 clusters
  Score: Raw -379081.091838 + Penalty 2649.838671 = -376431.253167
  nChanged 7
		SP:Iteration 36Q (157947.590000 sec): 3 clusters
  Score: Raw -379084.607214 + Penalty 2649.838671 = -376434.768542
  nChanged 5
		SP:Iteration 37Q (157947.770000 sec): 3 clusters
  Score: Raw -379087.670950 + Penalty 2649.838671 = -376437.832278
  nChanged 3
		SP:Iteration 38Q (157947.910000 sec): 3 clusters
  Score: Raw -379089.019267 + Penalty 2649.838671 = -376439.180596
  nChanged 2
		SP:Iteration 39Q (157948.120000 sec): 3 clusters
  Score: Raw -379089.858164 + Penalty 2649.838671 = -376440.019492
  nChanged 4
		SP:Iteration 40F (157948.280000 sec): 3 clusters
  Score: Raw -379091.289535 + Penalty 2649.838671 = -376441.450864
  nChanged 3
		SP:Iteration 41Q (157948.490000 sec): 3 clusters
  Score: Raw -379092.391749 + Penalty 2649.838671 = -376442.553078
  nChanged 4
		SP:Iteration 42Q (157948.650000 sec): 3 clusters
  Score: Raw -379095.567191 + Penalty 2649.838671 = -376445.728519
  nChanged 5
		SP:Iteration 43Q (157948.850000 sec): 3 clusters
  Score: Raw -379098.129581 + Penalty 2649.838671 = -376448.290910
  nChanged 4
		SP:Iteration 44Q (157949.030000 sec): 3 clusters
  Score: Raw -379099.297909 + Penalty 2649.838671 = -376449.459237
  nChanged 0
		SP:Iteration 45F (157949.220000 sec): 3 clusters
  Score: Raw -379099.297909 + Penalty 2649.838671 = -376449.459237
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (8140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157949.350000 sec): 2 clusters
  Score: Raw -888346.774437 + Penalty 1463.238637 = -886883.535799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157949.600000 sec): 3 clusters
  Score: Raw -883791.656762 + Penalty 2926.477274 = -880865.179488
  nChanged 3451
		SP:Iteration 1F (157949.780000 sec): 3 clusters
  Score: Raw -885711.846982 + Penalty 2926.477274 = -882785.369707
  nChanged 533
		SP:Iteration 2F (157950.030000 sec): 3 clusters
  Score: Raw -885961.378990 + Penalty 2926.477274 = -883034.901716
  nChanged 454
		SP:Iteration 3F (157950.240000 sec): 3 clusters
  Score: Raw -886179.903780 + Penalty 2926.477274 = -883253.426506
  nChanged 407
		SP:Iteration 4Q (157950.460000 sec): 3 clusters
  Score: Raw -886372.669876 + Penalty 2926.477274 = -883446.192602
  nChanged 375
		SP:Iteration 5Q (157950.640000 sec): 3 clusters
  Score: Raw -886579.753283 + Penalty 2926.477274 = -883653.276008
  nChanged 413
		SP:Iteration 6F (157950.890000 sec): 3 clusters
  Score: Raw -886826.001854 + Penalty 2926.477274 = -883899.524580
  nChanged 400
		SP:Iteration 7Q (157951.080000 sec): 3 clusters
  Score: Raw -887052.302529 + Penalty 2926.477274 = -884125.825255
  nChanged 362
		SP:Iteration 8Q (157951.270000 sec): 3 clusters
  Score: Raw -887262.856126 + Penalty 2926.477274 = -884336.378852
  nChanged 321
		SP:Iteration 9Q (157951.500000 sec): 3 clusters
  Score: Raw -887451.997665 + Penalty 2926.477274 = -884525.520391
  nChanged 285
		SP:Iteration 10Q (157951.710000 sec): 3 clusters
  Score: Raw -887606.976913 + Penalty 2926.477274 = -884680.499639
  nChanged 232
		SP:Iteration 11Q (157951.880000 sec): 3 clusters
  Score: Raw -887743.671996 + Penalty 2926.477274 = -884817.194722
  nChanged 212
		SP:Iteration 12Q (157952.060000 sec): 3 clusters
  Score: Raw -887875.259672 + Penalty 2926.477274 = -884948.782398
  nChanged 192
		SP:Iteration 13Q (157952.230000 sec): 3 clusters
  Score: Raw -887989.219206 + Penalty 2926.477274 = -885062.741932
  nChanged 162
		SP:Iteration 14Q (157952.450000 sec): 3 clusters
  Score: Raw -888087.152044 + Penalty 2926.477274 = -885160.674770
  nChanged 119
		SP:Iteration 15Q (157952.620000 sec): 3 clusters
  Score: Raw -888171.664377 + Penalty 2926.477274 = -885245.187103
  nChanged 108
		SP:Iteration 16Q (157952.820000 sec): 3 clusters
  Score: Raw -888255.829978 + Penalty 2926.477274 = -885329.352704
  nChanged 111
		SP:Iteration 17Q (157953.010000 sec): 3 clusters
  Score: Raw -888334.308947 + Penalty 2926.477274 = -885407.831673
  nChanged 82
		SP:Iteration 18Q (157953.170000 sec): 3 clusters
  Score: Raw -888391.205870 + Penalty 2926.477274 = -885464.728596
  nChanged 65
		SP:Iteration 19Q (157953.390000 sec): 3 clusters
  Score: Raw -888441.179916 + Penalty 2926.477274 = -885514.702642
  nChanged 46
		SP:Iteration 20F (157953.600000 sec): 3 clusters
  Score: Raw -888477.997542 + Penalty 2926.477274 = -885551.520268
  nChanged 39
		SP:Iteration 21Q (157953.850000 sec): 3 clusters
  Score: Raw -888506.029176 + Penalty 2926.477274 = -885579.551902
  nChanged 34
		SP:Iteration 22Q (157953.990000 sec): 3 clusters
  Score: Raw -888531.530074 + Penalty 2926.477274 = -885605.052800
  nChanged 27
		SP:Iteration 23Q (157954.180000 sec): 3 clusters
  Score: Raw -888549.770540 + Penalty 2926.477274 = -885623.293266
  nChanged 22
		SP:Iteration 24Q (157954.410000 sec): 3 clusters
  Score: Raw -888563.410689 + Penalty 2926.477274 = -885636.933415
  nChanged 20
		SP:Iteration 25Q (157954.590000 sec): 3 clusters
  Score: Raw -888577.684004 + Penalty 2926.477274 = -885651.206730
  nChanged 18
		SP:Iteration 26Q (157954.770000 sec): 3 clusters
  Score: Raw -888588.587182 + Penalty 2926.477274 = -885662.109908
  nChanged 6
		SP:Iteration 27Q (157954.950000 sec): 3 clusters
  Score: Raw -888592.158170 + Penalty 2926.477274 = -885665.680896
  nChanged 7
		SP:Iteration 28Q (157955.190000 sec): 3 clusters
  Score: Raw -888595.221655 + Penalty 2926.477274 = -885668.744381
  nChanged 4
		SP:Iteration 29Q (157955.390000 sec): 3 clusters
  Score: Raw -888597.292234 + Penalty 2926.477274 = -885670.814960
  nChanged 4
		SP:Iteration 30Q (157955.560000 sec): 3 clusters
  Score: Raw -888598.972385 + Penalty 2926.477274 = -885672.495111
  nChanged 3
		SP:Iteration 31Q (157955.770000 sec): 3 clusters
  Score: Raw -888601.478020 + Penalty 2926.477274 = -885675.000746
  nChanged 6
		SP:Iteration 32Q (157956.000000 sec): 3 clusters
  Score: Raw -888604.481584 + Penalty 2926.477274 = -885678.004310
  nChanged 2
		SP:Iteration 33Q (157956.190000 sec): 3 clusters
  Score: Raw -888606.086563 + Penalty 2926.477274 = -885679.609289
  nChanged 2
		SP:Iteration 34Q (157956.400000 sec): 3 clusters
  Score: Raw -888606.908864 + Penalty 2926.477274 = -885680.431589
  nChanged 3
		SP:Iteration 35Q (157956.610000 sec): 3 clusters
  Score: Raw -888607.768605 + Penalty 2926.477274 = -885681.291331
  nChanged 2
		SP:Iteration 36Q (157956.780000 sec): 3 clusters
  Score: Raw -888608.326470 + Penalty 2926.477274 = -885681.849195
  nChanged 1
		SP:Iteration 37Q (157957.010000 sec): 3 clusters
  Score: Raw -888608.741360 + Penalty 2926.477274 = -885682.264086
  nChanged 0
		SP:Iteration 38F (157957.220000 sec): 3 clusters
  Score: Raw -888608.741360 + Penalty 2926.477274 = -885682.264086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157957.340000 sec): 2 clusters
  Score: Raw -404468.101068 + Penalty 1341.867306 = -403126.233762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157957.520000 sec): 3 clusters
  Score: Raw -402547.754294 + Penalty 2683.734611 = -399864.019682
  nChanged 1534
		SP:Iteration 1F (157957.670000 sec): 3 clusters
  Score: Raw -403555.713152 + Penalty 2683.734611 = -400871.978541
  nChanged 381
		SP:Iteration 2F (157957.840000 sec): 3 clusters
  Score: Raw -403935.107060 + Penalty 2683.734611 = -401251.372449
  nChanged 365
		SP:Iteration 3F (157958.020000 sec): 3 clusters
  Score: Raw -404339.937118 + Penalty 2683.734611 = -401656.202507
  nChanged 292
		SP:Iteration 4F (157958.220000 sec): 3 clusters
  Score: Raw -404656.369799 + Penalty 2683.734611 = -401972.635188
  nChanged 213
		SP:Iteration 5F (157958.380000 sec): 3 clusters
  Score: Raw -404869.290251 + Penalty 2683.734611 = -402185.555640
  nChanged 162
		SP:Iteration 6Q (157958.580000 sec): 3 clusters
  Score: Raw -405001.917385 + Penalty 2683.734611 = -402318.182773
  nChanged 98
		SP:Iteration 7Q (157958.750000 sec): 3 clusters
  Score: Raw -405062.695643 + Penalty 2683.734611 = -402378.961032
  nChanged 67
		SP:Iteration 8Q (157958.930000 sec): 3 clusters
  Score: Raw -405096.544750 + Penalty 2683.734611 = -402412.810138
  nChanged 46
		SP:Iteration 9Q (157959.140000 sec): 3 clusters
  Score: Raw -405115.718255 + Penalty 2683.734611 = -402431.983644
  nChanged 33
		SP:Iteration 10Q (157959.280000 sec): 3 clusters
  Score: Raw -405128.292767 + Penalty 2683.734611 = -402444.558156
  nChanged 23
		SP:Iteration 11Q (157959.460000 sec): 3 clusters
  Score: Raw -405137.617894 + Penalty 2683.734611 = -402453.883283
  nChanged 20
		SP:Iteration 12Q (157959.620000 sec): 3 clusters
  Score: Raw -405143.947992 + Penalty 2683.734611 = -402460.213381
  nChanged 13
		SP:Iteration 13Q (157959.820000 sec): 3 clusters
  Score: Raw -405148.947192 + Penalty 2683.734611 = -402465.212581
  nChanged 10
		SP:Iteration 14Q (157960.020000 sec): 3 clusters
  Score: Raw -405153.065996 + Penalty 2683.734611 = -402469.331384
  nChanged 10
		SP:Iteration 15Q (157960.200000 sec): 3 clusters
  Score: Raw -405156.602363 + Penalty 2683.734611 = -402472.867751
  nChanged 10
		SP:Iteration 16Q (157960.340000 sec): 3 clusters
  Score: Raw -405161.476538 + Penalty 2683.734611 = -402477.741927
  nChanged 9
		SP:Iteration 17Q (157960.550000 sec): 3 clusters
  Score: Raw -405163.956283 + Penalty 2683.734611 = -402480.221672
  nChanged 2
		SP:Iteration 18Q (157960.740000 sec): 3 clusters
  Score: Raw -405164.465011 + Penalty 2683.734611 = -402480.730400
  nChanged 2
		SP:Iteration 19Q (157960.900000 sec): 3 clusters
  Score: Raw -405165.016781 + Penalty 2683.734611 = -402481.282169
  nChanged 1
		SP:Iteration 20F (157961.140000 sec): 3 clusters
  Score: Raw -405165.154764 + Penalty 2683.734611 = -402481.420152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157961.480000 sec): 2 clusters
  Score: Raw -5307327.575247 + Penalty 1753.103446 = -5305574.471802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157961.930000 sec): 3 clusters
  Score: Raw -5276744.137084 + Penalty 3506.206891 = -5273237.930193
  nChanged 22751
		SP:Iteration 1F (157962.320000 sec): 3 clusters
  Score: Raw -5289846.823303 + Penalty 3506.206891 = -5286340.616411
  nChanged 2154
		SP:Iteration 2Q (157962.740000 sec): 3 clusters
  Score: Raw -5290709.607589 + Penalty 3506.206891 = -5287203.400698
  nChanged 2604
		SP:Iteration 3F (157963.170000 sec): 3 clusters
  Score: Raw -5292040.689821 + Penalty 3506.206891 = -5288534.482930
  nChanged 3197
		SP:Iteration 4F (157963.580000 sec): 3 clusters
  Score: Raw -5294066.962878 + Penalty 3506.206891 = -5290560.755987
  nChanged 3809
		SP:Iteration 5F (157963.940000 sec): 3 clusters
  Score: Raw -5296932.177124 + Penalty 3506.206891 = -5293425.970232
  nChanged 3901
		SP:Iteration 6F (157964.410000 sec): 3 clusters
  Score: Raw -5300185.637998 + Penalty 3506.206891 = -5296679.431107
  nChanged 3337
		SP:Iteration 7F (157964.880000 sec): 3 clusters
  Score: Raw -5303088.268888 + Penalty 3506.206891 = -5299582.061996
  nChanged 2351
		SP:Iteration 8Q (157965.380000 sec): 3 clusters
  Score: Raw -5305258.423387 + Penalty 3506.206891 = -5301752.216496
  nChanged 1541
		SP:Iteration 9Q (157965.800000 sec): 3 clusters
  Score: Raw -5306941.836091 + Penalty 3506.206891 = -5303435.629200
  nChanged 853
		SP:Iteration 10Q (157966.310000 sec): 3 clusters
  Score: Raw -5308031.192339 + Penalty 3506.206891 = -5304524.985448
  nChanged 514
		SP:Iteration 11Q (157966.740000 sec): 3 clusters
  Score: Raw -5308536.386818 + Penalty 3506.206891 = -5305030.179927
  nChanged 337
		SP:Iteration 12Q (157967.160000 sec): 3 clusters
  Score: Raw -5308740.912224 + Penalty 3506.206891 = -5305234.705332
  nChanged 190
		SP:Iteration 13Q (157967.540000 sec): 3 clusters
  Score: Raw -5308823.088886 + Penalty 3506.206891 = -5305316.881994
  nChanged 117
		SP:Iteration 14Q (157967.980000 sec): 3 clusters
  Score: Raw -5308870.426866 + Penalty 3506.206891 = -5305364.219974
  nChanged 96
		SP:Iteration 15Q (157968.440000 sec): 3 clusters
  Score: Raw -5308918.922321 + Penalty 3506.206891 = -5305412.715429
  nChanged 98
		SP:Iteration 16Q (157968.900000 sec): 3 clusters
  Score: Raw -5308969.712155 + Penalty 3506.206891 = -5305463.505264
  nChanged 93
		SP:Iteration 17Q (157969.300000 sec): 3 clusters
  Score: Raw -5309008.282559 + Penalty 3506.206891 = -5305502.075668
  nChanged 61
		SP:Iteration 18Q (157969.660000 sec): 3 clusters
  Score: Raw -5309024.567314 + Penalty 3506.206891 = -5305518.360423
  nChanged 46
		SP:Iteration 19Q (157970.030000 sec): 3 clusters
  Score: Raw -5309036.589191 + Penalty 3506.206891 = -5305530.382300
  nChanged 30
		SP:Iteration 20F (157970.460000 sec): 3 clusters
  Score: Raw -5309043.395317 + Penalty 3506.206891 = -5305537.188426
  nChanged 21
		SP:Iteration 21Q (157970.880000 sec): 3 clusters
  Score: Raw -5309046.709446 + Penalty 3506.206891 = -5305540.502554
  nChanged 14
		SP:Iteration 22Q (157971.320000 sec): 3 clusters
  Score: Raw -5309048.676463 + Penalty 3506.206891 = -5305542.469572
  nChanged 10
		SP:Iteration 23Q (157971.730000 sec): 3 clusters
  Score: Raw -5309050.254892 + Penalty 3506.206891 = -5305544.048001
  nChanged 7
		SP:Iteration 24Q (157972.150000 sec): 3 clusters
  Score: Raw -5309051.544263 + Penalty 3506.206891 = -5305545.337372
  nChanged 9
		SP:Iteration 25Q (157972.610000 sec): 3 clusters
  Score: Raw -5309052.965776 + Penalty 3506.206891 = -5305546.758885
  nChanged 6
		SP:Iteration 26Q (157973.030000 sec): 3 clusters
  Score: Raw -5309054.049740 + Penalty 3506.206891 = -5305547.842849
  nChanged 9
		SP:Iteration 27Q (157973.430000 sec): 3 clusters
  Score: Raw -5309055.337011 + Penalty 3506.206891 = -5305549.130120
  nChanged 8
		SP:Iteration 28Q (157973.850000 sec): 3 clusters
  Score: Raw -5309056.048572 + Penalty 3506.206891 = -5305549.841680
  nChanged 2
		SP:Iteration 29Q (157974.280000 sec): 3 clusters
  Score: Raw -5309056.263186 + Penalty 3506.206891 = -5305550.056295
  nChanged 1
		SP:Iteration 30Q (157974.740000 sec): 3 clusters
  Score: Raw -5309056.371174 + Penalty 3506.206891 = -5305550.164283
  nChanged 1
		SP:Iteration 31Q (157975.170000 sec): 3 clusters
  Score: Raw -5309056.401012 + Penalty 3506.206891 = -5305550.194121
  nChanged 0
		SP:Iteration 32F (157975.610000 sec): 3 clusters
  Score: Raw -5309056.401012 + Penalty 3506.206891 = -5305550.194121
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157975.710000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157975.870000 sec): 3 clusters
  Score: Raw -22379.334910 + Penalty 1748.466640 = -20630.868270
  nChanged 31
		SP:Iteration 1F (157976.070000 sec): 3 clusters
  Score: Raw -22458.851490 + Penalty 1748.466640 = -20710.384850
  nChanged 6
		SP:Iteration 2Q (157976.270000 sec): 3 clusters
  Score: Raw -22491.958132 + Penalty 1748.466640 = -20743.491492
  nChanged 6
		SP:Iteration 3Q (157976.450000 sec): 3 clusters
  Score: Raw -22502.044273 + Penalty 1748.466640 = -20753.577634
  nChanged 0
		SP:Iteration 4F (157976.620000 sec): 3 clusters
  Score: Raw -22502.044273 + Penalty 1748.466640 = -20753.577634
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157976.760000 sec): 2 clusters
  Score: Raw -354409.034385 + Penalty 1320.847153 = -353088.187232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157976.900000 sec): 3 clusters
  Score: Raw -352793.012468 + Penalty 2641.694306 = -350151.318162
  nChanged 1323
		SP:Iteration 1F (157977.080000 sec): 3 clusters
  Score: Raw -353788.439878 + Penalty 2641.694306 = -351146.745572
  nChanged 320
		SP:Iteration 2F (157977.260000 sec): 3 clusters
  Score: Raw -354131.651162 + Penalty 2641.694306 = -351489.956857
  nChanged 270
		SP:Iteration 3F (157977.440000 sec): 3 clusters
  Score: Raw -354450.645185 + Penalty 2641.694306 = -351808.950879
  nChanged 236
		SP:Iteration 4F (157977.620000 sec): 3 clusters
  Score: Raw -354714.536842 + Penalty 2641.694306 = -352072.842536
  nChanged 178
		SP:Iteration 5F (157977.790000 sec): 3 clusters
  Score: Raw -354905.260780 + Penalty 2641.694306 = -352263.566474
  nChanged 149
		SP:Iteration 6Q (157977.920000 sec): 3 clusters
  Score: Raw -355032.862384 + Penalty 2641.694306 = -352391.168079
  nChanged 107
		SP:Iteration 7Q (157978.120000 sec): 3 clusters
  Score: Raw -355092.468550 + Penalty 2641.694306 = -352450.774245
  nChanged 61
		SP:Iteration 8Q (157978.320000 sec): 3 clusters
  Score: Raw -355120.309122 + Penalty 2641.694306 = -352478.614816
  nChanged 34
		SP:Iteration 9Q (157978.470000 sec): 3 clusters
  Score: Raw -355134.386674 + Penalty 2641.694306 = -352492.692368
  nChanged 32
		SP:Iteration 10Q (157978.630000 sec): 3 clusters
  Score: Raw -355145.441577 + Penalty 2641.694306 = -352503.747271
  nChanged 24
		SP:Iteration 11Q (157978.800000 sec): 3 clusters
  Score: Raw -355152.366607 + Penalty 2641.694306 = -352510.672301
  nChanged 12
		SP:Iteration 12Q (157978.970000 sec): 3 clusters
  Score: Raw -355155.893080 + Penalty 2641.694306 = -352514.198774
  nChanged 11
		SP:Iteration 13Q (157979.130000 sec): 3 clusters
  Score: Raw -355159.066811 + Penalty 2641.694306 = -352517.372505
  nChanged 7
		SP:Iteration 14Q (157979.310000 sec): 3 clusters
  Score: Raw -355160.618855 + Penalty 2641.694306 = -352518.924549
  nChanged 6
		SP:Iteration 15Q (157979.510000 sec): 3 clusters
  Score: Raw -355162.074336 + Penalty 2641.694306 = -352520.380030
  nChanged 4
		SP:Iteration 16Q (157979.660000 sec): 3 clusters
  Score: Raw -355163.446261 + Penalty 2641.694306 = -352521.751956
  nChanged 3
		SP:Iteration 17Q (157979.870000 sec): 3 clusters
  Score: Raw -355164.449881 + Penalty 2641.694306 = -352522.755575
  nChanged 2
		SP:Iteration 18Q (157980.030000 sec): 3 clusters
  Score: Raw -355165.172079 + Penalty 2641.694306 = -352523.477773
  nChanged 5
		SP:Iteration 19Q (157980.210000 sec): 3 clusters
  Score: Raw -355166.332838 + Penalty 2641.694306 = -352524.638533
  nChanged 4
		SP:Iteration 20F (157980.410000 sec): 3 clusters
  Score: Raw -355167.644855 + Penalty 2641.694306 = -352525.950549
  nChanged 5
		SP:Iteration 21Q (157980.600000 sec): 3 clusters
  Score: Raw -355169.888356 + Penalty 2641.694306 = -352528.194051
  nChanged 5
		SP:Iteration 22Q (157980.790000 sec): 3 clusters
  Score: Raw -355171.473437 + Penalty 2641.694306 = -352529.779132
  nChanged 6
		SP:Iteration 23Q (157980.990000 sec): 3 clusters
  Score: Raw -355172.440739 + Penalty 2641.694306 = -352530.746433
  nChanged 1
		SP:Iteration 24Q (157981.170000 sec): 3 clusters
  Score: Raw -355172.661361 + Penalty 2641.694306 = -352530.967056
  nChanged 2
		SP:Iteration 25Q (157981.340000 sec): 3 clusters
  Score: Raw -355173.215937 + Penalty 2641.694306 = -352531.521631
  nChanged 2
		SP:Iteration 26Q (157981.520000 sec): 3 clusters
  Score: Raw -355173.612274 + Penalty 2641.694306 = -352531.917968
  nChanged 3
		SP:Iteration 27Q (157981.690000 sec): 3 clusters
  Score: Raw -355174.401696 + Penalty 2641.694306 = -352532.707390
  nChanged 3
		SP:Iteration 28Q (157981.870000 sec): 3 clusters
  Score: Raw -355175.385511 + Penalty 2641.694306 = -352533.691206
  nChanged 3
		SP:Iteration 29Q (157982.060000 sec): 3 clusters
  Score: Raw -355176.038757 + Penalty 2641.694306 = -352534.344451
  nChanged 1
		SP:Iteration 30Q (157982.260000 sec): 3 clusters
  Score: Raw -355176.131398 + Penalty 2641.694306 = -352534.437093
  nChanged 0
		SP:Iteration 31F (157982.440000 sec): 3 clusters
  Score: Raw -355176.131398 + Penalty 2641.694306 = -352534.437093
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (2231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157982.520000 sec): 2 clusters
  Score: Raw -214555.636298 + Penalty 1252.908344 = -213302.727953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157982.680000 sec): 3 clusters
  Score: Raw -213569.136803 + Penalty 2505.816688 = -211063.320115
  nChanged 796
		SP:Iteration 1F (157982.910000 sec): 3 clusters
  Score: Raw -214090.336523 + Penalty 2505.816688 = -211584.519835
  nChanged 197
		SP:Iteration 2F (157983.090000 sec): 3 clusters
  Score: Raw -214227.281824 + Penalty 2505.816688 = -211721.465136
  nChanged 125
		SP:Iteration 3F (157983.240000 sec): 3 clusters
  Score: Raw -214341.206549 + Penalty 2505.816688 = -211835.389861
  nChanged 100
		SP:Iteration 4Q (157983.450000 sec): 3 clusters
  Score: Raw -214421.403389 + Penalty 2505.816688 = -211915.586700
  nChanged 74
		SP:Iteration 5Q (157983.590000 sec): 3 clusters
  Score: Raw -214496.836613 + Penalty 2505.816688 = -211991.019925
  nChanged 78
		SP:Iteration 6Q (157983.770000 sec): 3 clusters
  Score: Raw -214566.588476 + Penalty 2505.816688 = -212060.771788
  nChanged 69
		SP:Iteration 7Q (157983.940000 sec): 3 clusters
  Score: Raw -214630.679338 + Penalty 2505.816688 = -212124.862650
  nChanged 72
		SP:Iteration 8Q (157984.120000 sec): 3 clusters
  Score: Raw -214689.594854 + Penalty 2505.816688 = -212183.778166
  nChanged 66
		SP:Iteration 9Q (157984.340000 sec): 3 clusters
  Score: Raw -214736.580092 + Penalty 2505.816688 = -212230.763404
  nChanged 48
		SP:Iteration 10Q (157984.510000 sec): 3 clusters
  Score: Raw -214777.089217 + Penalty 2505.816688 = -212271.272529
  nChanged 57
		SP:Iteration 11Q (157984.680000 sec): 3 clusters
  Score: Raw -214820.044954 + Penalty 2505.816688 = -212314.228266
  nChanged 33
		SP:Iteration 12Q (157984.870000 sec): 3 clusters
  Score: Raw -214842.714821 + Penalty 2505.816688 = -212336.898133
  nChanged 26
		SP:Iteration 13Q (157985.030000 sec): 3 clusters
  Score: Raw -214862.054826 + Penalty 2505.816688 = -212356.238138
  nChanged 28
		SP:Iteration 14Q (157985.200000 sec): 3 clusters
  Score: Raw -214883.468770 + Penalty 2505.816688 = -212377.652082
  nChanged 21
		SP:Iteration 15Q (157985.370000 sec): 3 clusters
  Score: Raw -214900.665045 + Penalty 2505.816688 = -212394.848357
  nChanged 24
		SP:Iteration 16Q (157985.560000 sec): 3 clusters
  Score: Raw -214915.995953 + Penalty 2505.816688 = -212410.179265
  nChanged 24
		SP:Iteration 17Q (157985.770000 sec): 3 clusters
  Score: Raw -214930.364939 + Penalty 2505.816688 = -212424.548251
  nChanged 23
		SP:Iteration 18Q (157985.920000 sec): 3 clusters
  Score: Raw -214944.354555 + Penalty 2505.816688 = -212438.537867
  nChanged 14
		SP:Iteration 19Q (157986.100000 sec): 3 clusters
  Score: Raw -214953.260932 + Penalty 2505.816688 = -212447.444244
  nChanged 18
		SP:Iteration 20F (157986.220000 sec): 3 clusters
  Score: Raw -214965.578256 + Penalty 2505.816688 = -212459.761567
  nChanged 16
		SP:Iteration 21Q (157986.350000 sec): 3 clusters
  Score: Raw -214975.290890 + Penalty 2505.816688 = -212469.474202
  nChanged 15
		SP:Iteration 22Q (157986.520000 sec): 3 clusters
  Score: Raw -214984.144123 + Penalty 2505.816688 = -212478.327435
  nChanged 16
		SP:Iteration 23Q (157986.680000 sec): 3 clusters
  Score: Raw -214991.894433 + Penalty 2505.816688 = -212486.077745
  nChanged 14
		SP:Iteration 24Q (157986.800000 sec): 3 clusters
  Score: Raw -214998.099642 + Penalty 2505.816688 = -212492.282953
  nChanged 18
		SP:Iteration 25Q (157986.970000 sec): 3 clusters
  Score: Raw -215006.983564 + Penalty 2505.816688 = -212501.166876
  nChanged 12
		SP:Iteration 26Q (157987.170000 sec): 3 clusters
  Score: Raw -215011.440715 + Penalty 2505.816688 = -212505.624026
  nChanged 5
		SP:Iteration 27Q (157987.320000 sec): 3 clusters
  Score: Raw -215013.327952 + Penalty 2505.816688 = -212507.511263
  nChanged 4
		SP:Iteration 28Q (157987.500000 sec): 3 clusters
  Score: Raw -215014.577456 + Penalty 2505.816688 = -212508.760768
  nChanged 5
		SP:Iteration 29Q (157987.680000 sec): 3 clusters
  Score: Raw -215018.414130 + Penalty 2505.816688 = -212512.597442
  nChanged 9
		SP:Iteration 30Q (157987.860000 sec): 3 clusters
  Score: Raw -215025.793758 + Penalty 2505.816688 = -212519.977070
  nChanged 13
		SP:Iteration 31Q (157988.060000 sec): 3 clusters
  Score: Raw -215036.144103 + Penalty 2505.816688 = -212530.327415
  nChanged 12
		SP:Iteration 32Q (157988.280000 sec): 3 clusters
  Score: Raw -215044.796954 + Penalty 2505.816688 = -212538.980265
  nChanged 14
		SP:Iteration 33Q (157988.460000 sec): 3 clusters
  Score: Raw -215052.689155 + Penalty 2505.816688 = -212546.872466
  nChanged 12
		SP:Iteration 34Q (157988.640000 sec): 3 clusters
  Score: Raw -215063.434014 + Penalty 2505.816688 = -212557.617326
  nChanged 7
		SP:Iteration 35Q (157988.830000 sec): 3 clusters
  Score: Raw -215066.768025 + Penalty 2505.816688 = -212560.951337
  nChanged 10
		SP:Iteration 36Q (157988.980000 sec): 3 clusters
  Score: Raw -215071.785611 + Penalty 2505.816688 = -212565.968923
  nChanged 10
		SP:Iteration 37Q (157989.180000 sec): 3 clusters
  Score: Raw -215078.701842 + Penalty 2505.816688 = -212572.885154
  nChanged 10
		SP:Iteration 38Q (157989.350000 sec): 3 clusters
  Score: Raw -215084.640631 + Penalty 2505.816688 = -212578.823943
  nChanged 12
		SP:Iteration 39Q (157989.520000 sec): 3 clusters
  Score: Raw -215094.536039 + Penalty 2505.816688 = -212588.719351
  nChanged 17
		SP:Iteration 40F (157989.690000 sec): 3 clusters
  Score: Raw -215107.488965 + Penalty 2505.816688 = -212601.672277
  nChanged 16
		SP:Iteration 41Q (157989.860000 sec): 3 clusters
  Score: Raw -215123.812225 + Penalty 2505.816688 = -212617.995536
  nChanged 17
		SP:Iteration 42Q (157990.070000 sec): 3 clusters
  Score: Raw -215136.326849 + Penalty 2505.816688 = -212630.510161
  nChanged 17
		SP:Iteration 43Q (157990.250000 sec): 3 clusters
  Score: Raw -215142.254743 + Penalty 2505.816688 = -212636.438055
  nChanged 6
		SP:Iteration 44Q (157990.430000 sec): 3 clusters
  Score: Raw -215143.748242 + Penalty 2505.816688 = -212637.931554
  nChanged 5
		SP:Iteration 45Q (157990.630000 sec): 3 clusters
  Score: Raw -215145.263841 + Penalty 2505.816688 = -212639.447153
  nChanged 1
		SP:Iteration 46Q (157990.780000 sec): 3 clusters
  Score: Raw -215145.736223 + Penalty 2505.816688 = -212639.919535
  nChanged 0
		SP:Iteration 47F (157990.950000 sec): 3 clusters
  Score: Raw -215145.736223 + Penalty 2505.816688 = -212639.919535
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 80 (4109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157991.070000 sec): 2 clusters
  Score: Raw -463751.972241 + Penalty 1352.151932 = -462399.820308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157991.260000 sec): 3 clusters
  Score: Raw -461680.339910 + Penalty 2704.303865 = -458976.036045
  nChanged 1632
		SP:Iteration 1F (157991.420000 sec): 3 clusters
  Score: Raw -462582.094069 + Penalty 2704.303865 = -459877.790204
  nChanged 270
		SP:Iteration 2F (157991.650000 sec): 3 clusters
  Score: Raw -462734.911378 + Penalty 2704.303865 = -460030.607513
  nChanged 198
		SP:Iteration 3Q (157991.820000 sec): 3 clusters
  Score: Raw -462827.457988 + Penalty 2704.303865 = -460123.154123
  nChanged 138
		SP:Iteration 4Q (157992.020000 sec): 3 clusters
  Score: Raw -462880.776902 + Penalty 2704.303865 = -460176.473037
  nChanged 82
		SP:Iteration 5Q (157992.210000 sec): 3 clusters
  Score: Raw -462907.910770 + Penalty 2704.303865 = -460203.606905
  nChanged 61
		SP:Iteration 6Q (157992.370000 sec): 3 clusters
  Score: Raw -462933.339607 + Penalty 2704.303865 = -460229.035743
  nChanged 56
		SP:Iteration 7Q (157992.590000 sec): 3 clusters
  Score: Raw -462951.312024 + Penalty 2704.303865 = -460247.008159
  nChanged 49
		SP:Iteration 8Q (157992.800000 sec): 3 clusters
  Score: Raw -462965.636882 + Penalty 2704.303865 = -460261.333018
  nChanged 38
		SP:Iteration 9Q (157992.950000 sec): 3 clusters
  Score: Raw -462979.296965 + Penalty 2704.303865 = -460274.993100
  nChanged 40
		SP:Iteration 10Q (157993.160000 sec): 3 clusters
  Score: Raw -462990.434007 + Penalty 2704.303865 = -460286.130142
  nChanged 24
		SP:Iteration 11Q (157993.370000 sec): 3 clusters
  Score: Raw -462999.199652 + Penalty 2704.303865 = -460294.895787
  nChanged 30
		SP:Iteration 12Q (157993.560000 sec): 3 clusters
  Score: Raw -463008.847719 + Penalty 2704.303865 = -460304.543854
  nChanged 18
		SP:Iteration 13Q (157993.750000 sec): 3 clusters
  Score: Raw -463014.341100 + Penalty 2704.303865 = -460310.037235
  nChanged 18
		SP:Iteration 14Q (157993.920000 sec): 3 clusters
  Score: Raw -463018.969395 + Penalty 2704.303865 = -460314.665530
  nChanged 17
		SP:Iteration 15Q (157994.080000 sec): 3 clusters
  Score: Raw -463025.757942 + Penalty 2704.303865 = -460321.454077
  nChanged 18
		SP:Iteration 16Q (157994.260000 sec): 3 clusters
  Score: Raw -463031.130178 + Penalty 2704.303865 = -460326.826313
  nChanged 21
		SP:Iteration 17Q (157994.470000 sec): 3 clusters
  Score: Raw -463036.881268 + Penalty 2704.303865 = -460332.577403
  nChanged 15
		SP:Iteration 18Q (157994.650000 sec): 3 clusters
  Score: Raw -463041.233569 + Penalty 2704.303865 = -460336.929704
  nChanged 19
		SP:Iteration 19Q (157994.860000 sec): 3 clusters
  Score: Raw -463046.831899 + Penalty 2704.303865 = -460342.528034
  nChanged 21
		SP:Iteration 20F (157995.030000 sec): 3 clusters
  Score: Raw -463055.694768 + Penalty 2704.303865 = -460351.390903
  nChanged 33
		SP:Iteration 21Q (157995.210000 sec): 3 clusters
  Score: Raw -463067.941972 + Penalty 2704.303865 = -460363.638107
  nChanged 25
		SP:Iteration 22Q (157995.410000 sec): 3 clusters
  Score: Raw -463077.645069 + Penalty 2704.303865 = -460373.341204
  nChanged 29
		SP:Iteration 23Q (157995.610000 sec): 3 clusters
  Score: Raw -463087.322092 + Penalty 2704.303865 = -460383.018227
  nChanged 30
		SP:Iteration 24Q (157995.770000 sec): 3 clusters
  Score: Raw -463097.113431 + Penalty 2704.303865 = -460392.809566
  nChanged 33
		SP:Iteration 25Q (157995.970000 sec): 3 clusters
  Score: Raw -463106.580179 + Penalty 2704.303865 = -460402.276314
  nChanged 33
		SP:Iteration 26Q (157996.170000 sec): 3 clusters
  Score: Raw -463119.031706 + Penalty 2704.303865 = -460414.727841
  nChanged 32
		SP:Iteration 27Q (157996.320000 sec): 3 clusters
  Score: Raw -463130.218466 + Penalty 2704.303865 = -460425.914601
  nChanged 30
		SP:Iteration 28Q (157996.490000 sec): 3 clusters
  Score: Raw -463142.837310 + Penalty 2704.303865 = -460438.533445
  nChanged 34
		SP:Iteration 29Q (157996.680000 sec): 3 clusters
  Score: Raw -463154.206004 + Penalty 2704.303865 = -460449.902139
  nChanged 32
		SP:Iteration 30Q (157996.840000 sec): 3 clusters
  Score: Raw -463165.501629 + Penalty 2704.303865 = -460461.197764
  nChanged 36
		SP:Iteration 31Q (157997.050000 sec): 3 clusters
  Score: Raw -463179.121522 + Penalty 2704.303865 = -460474.817657
  nChanged 36
		SP:Iteration 32Q (157997.230000 sec): 3 clusters
  Score: Raw -463193.838280 + Penalty 2704.303865 = -460489.534415
  nChanged 39
		SP:Iteration 33Q (157997.450000 sec): 3 clusters
  Score: Raw -463207.872411 + Penalty 2704.303865 = -460503.568546
  nChanged 39
		SP:Iteration 34Q (157997.610000 sec): 3 clusters
  Score: Raw -463225.484533 + Penalty 2704.303865 = -460521.180668
  nChanged 47
		SP:Iteration 35Q (157997.750000 sec): 3 clusters
  Score: Raw -463245.488651 + Penalty 2704.303865 = -460541.184786
  nChanged 50
		SP:Iteration 36Q (157997.940000 sec): 3 clusters
  Score: Raw -463272.668966 + Penalty 2704.303865 = -460568.365101
  nChanged 51
		SP:Iteration 37Q (157998.160000 sec): 3 clusters
  Score: Raw -463298.672072 + Penalty 2704.303865 = -460594.368207
  nChanged 44
		SP:Iteration 38Q (157998.330000 sec): 3 clusters
  Score: Raw -463320.638887 + Penalty 2704.303865 = -460616.335022
  nChanged 39
		SP:Iteration 39Q (157998.510000 sec): 3 clusters
  Score: Raw -463340.529233 + Penalty 2704.303865 = -460636.225368
  nChanged 36
		SP:Iteration 40F (157998.660000 sec): 3 clusters
  Score: Raw -463357.372152 + Penalty 2704.303865 = -460653.068287
  nChanged 33
		SP:Iteration 41Q (157998.860000 sec): 3 clusters
  Score: Raw -463373.718793 + Penalty 2704.303865 = -460669.414928
  nChanged 41
		SP:Iteration 42Q (157999.040000 sec): 3 clusters
  Score: Raw -463394.543235 + Penalty 2704.303865 = -460690.239370
  nChanged 32
		SP:Iteration 43Q (157999.230000 sec): 3 clusters
  Score: Raw -463412.180576 + Penalty 2704.303865 = -460707.876711
  nChanged 38
		SP:Iteration 44Q (157999.420000 sec): 3 clusters
  Score: Raw -463429.982844 + Penalty 2704.303865 = -460725.678979
  nChanged 39
		SP:Iteration 45Q (157999.630000 sec): 3 clusters
  Score: Raw -463447.307725 + Penalty 2704.303865 = -460743.003861
  nChanged 34
		SP:Iteration 46Q (157999.800000 sec): 3 clusters
  Score: Raw -463462.080482 + Penalty 2704.303865 = -460757.776617
  nChanged 37
		SP:Iteration 47Q (157999.970000 sec): 3 clusters
  Score: Raw -463479.713232 + Penalty 2704.303865 = -460775.409367
  nChanged 37
		SP:Iteration 48Q (158000.100000 sec): 3 clusters
  Score: Raw -463499.292215 + Penalty 2704.303865 = -460794.988351
  nChanged 42
		SP:Iteration 49Q (158000.270000 sec): 3 clusters
  Score: Raw -463516.866417 + Penalty 2704.303865 = -460812.562552
  nChanged 44
		SP:Iteration 50Q (158000.470000 sec): 3 clusters
  Score: Raw -463536.617834 + Penalty 2704.303865 = -460832.313969
  nChanged 36
		SP:Iteration 51Q (158000.690000 sec): 3 clusters
  Score: Raw -463555.514922 + Penalty 2704.303865 = -460851.211057
  nChanged 36
		SP:Iteration 52Q (158000.910000 sec): 3 clusters
  Score: Raw -463572.255142 + Penalty 2704.303865 = -460867.951277
  nChanged 34
		SP:Iteration 53Q (158001.050000 sec): 3 clusters
  Score: Raw -463593.641173 + Penalty 2704.303865 = -460889.337308
  nChanged 38
		SP:Iteration 54Q (158001.280000 sec): 3 clusters
  Score: Raw -463616.105051 + Penalty 2704.303865 = -460911.801186
  nChanged 41
		SP:Iteration 55Q (158001.450000 sec): 3 clusters
  Score: Raw -463636.930373 + Penalty 2704.303865 = -460932.626508
  nChanged 35
		SP:Iteration 56Q (158001.630000 sec): 3 clusters
  Score: Raw -463657.784245 + Penalty 2704.303865 = -460953.480380
  nChanged 38
		SP:Iteration 57Q (158001.850000 sec): 3 clusters
  Score: Raw -463680.260148 + Penalty 2704.303865 = -460975.956283
  nChanged 31
		SP:Iteration 58Q (158002.030000 sec): 3 clusters
  Score: Raw -463697.498779 + Penalty 2704.303865 = -460993.194915
  nChanged 28
		SP:Iteration 59Q (158002.190000 sec): 3 clusters
  Score: Raw -463713.048788 + Penalty 2704.303865 = -461008.744923
  nChanged 31
		SP:Iteration 60F (158002.350000 sec): 3 clusters
  Score: Raw -463737.367511 + Penalty 2704.303865 = -461033.063646
  nChanged 35
		SP:Iteration 61Q (158002.510000 sec): 3 clusters
  Score: Raw -463763.379901 + Penalty 2704.303865 = -461059.076037
  nChanged 33
		SP:Iteration 62Q (158002.620000 sec): 3 clusters
  Score: Raw -463786.945988 + Penalty 2704.303865 = -461082.642123
  nChanged 26
		SP:Iteration 63Q (158002.810000 sec): 3 clusters
  Score: Raw -463803.573749 + Penalty 2704.303865 = -461099.269885
  nChanged 27
		SP:Iteration 64Q (158002.960000 sec): 3 clusters
  Score: Raw -463824.790709 + Penalty 2704.303865 = -461120.486844
  nChanged 27
		SP:Iteration 65Q (158003.130000 sec): 3 clusters
  Score: Raw -463840.228680 + Penalty 2704.303865 = -461135.924815
  nChanged 15
		SP:Iteration 66Q (158003.320000 sec): 3 clusters
  Score: Raw -463848.708087 + Penalty 2704.303865 = -461144.404222
  nChanged 16
		SP:Iteration 67Q (158003.530000 sec): 3 clusters
  Score: Raw -463861.684465 + Penalty 2704.303865 = -461157.380601
  nChanged 18
		SP:Iteration 68Q (158003.670000 sec): 3 clusters
  Score: Raw -463875.136221 + Penalty 2704.303865 = -461170.832356
  nChanged 16
		SP:Iteration 69Q (158003.880000 sec): 3 clusters
  Score: Raw -463886.611627 + Penalty 2704.303865 = -461182.307762
  nChanged 16
		SP:Iteration 70Q (158004.070000 sec): 3 clusters
  Score: Raw -463897.821406 + Penalty 2704.303865 = -461193.517541
  nChanged 10
		SP:Iteration 71Q (158004.270000 sec): 3 clusters
  Score: Raw -463903.497784 + Penalty 2704.303865 = -461199.193919
  nChanged 9
		SP:Iteration 72Q (158004.440000 sec): 3 clusters
  Score: Raw -463908.484475 + Penalty 2704.303865 = -461204.180611
  nChanged 11
		SP:Iteration 73Q (158004.630000 sec): 3 clusters
  Score: Raw -463916.490314 + Penalty 2704.303865 = -461212.186449
  nChanged 8
		SP:Iteration 74Q (158004.770000 sec): 3 clusters
  Score: Raw -463921.141081 + Penalty 2704.303865 = -461216.837216
  nChanged 7
		SP:Iteration 75Q (158004.940000 sec): 3 clusters
  Score: Raw -463925.659841 + Penalty 2704.303865 = -461221.355976
  nChanged 6
		SP:Iteration 76Q (158005.130000 sec): 3 clusters
  Score: Raw -463928.899027 + Penalty 2704.303865 = -461224.595162
  nChanged 7
		SP:Iteration 77Q (158005.340000 sec): 3 clusters
  Score: Raw -463932.171012 + Penalty 2704.303865 = -461227.867147
  nChanged 6
		SP:Iteration 78Q (158005.510000 sec): 3 clusters
  Score: Raw -463936.479001 + Penalty 2704.303865 = -461232.175136
  nChanged 5
		SP:Iteration 79Q (158005.660000 sec): 3 clusters
  Score: Raw -463939.514660 + Penalty 2704.303865 = -461235.210795
  nChanged 4
		SP:Iteration 80F (158005.820000 sec): 3 clusters
  Score: Raw -463940.771673 + Penalty 2704.303865 = -461236.467808
  nChanged 2
		SP:Iteration 81Q (158006.010000 sec): 3 clusters
  Score: Raw -463941.781711 + Penalty 2704.303865 = -461237.477846
  nChanged 1
		SP:Iteration 82Q (158006.130000 sec): 3 clusters
  Score: Raw -463942.224588 + Penalty 2704.303865 = -461237.920723
  nChanged 1
		SP:Iteration 83Q (158006.320000 sec): 3 clusters
  Score: Raw -463942.721656 + Penalty 2704.303865 = -461238.417791
  nChanged 0
		SP:Iteration 84F (158006.470000 sec): 3 clusters
  Score: Raw -463942.721656 + Penalty 2704.303865 = -461238.417791
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 81 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158006.560000 sec): 2 clusters
  Score: Raw -346942.103107 + Penalty 1313.390366 = -345628.712741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158006.700000 sec): 3 clusters
  Score: Raw -345415.250827 + Penalty 2626.780733 = -342788.470094
  nChanged 1216
		SP:Iteration 1F (158006.830000 sec): 3 clusters
  Score: Raw -346049.935284 + Penalty 2626.780733 = -343423.154552
  nChanged 231
		SP:Iteration 2F (158006.950000 sec): 3 clusters
  Score: Raw -346184.559704 + Penalty 2626.780733 = -343557.778972
  nChanged 155
		SP:Iteration 3Q (158007.070000 sec): 3 clusters
  Score: Raw -346274.116981 + Penalty 2626.780733 = -343647.336249
  nChanged 127
		SP:Iteration 4Q (158007.210000 sec): 3 clusters
  Score: Raw -346345.755499 + Penalty 2626.780733 = -343718.974767
  nChanged 107
		SP:Iteration 5Q (158007.350000 sec): 3 clusters
  Score: Raw -346397.828607 + Penalty 2626.780733 = -343771.047874
  nChanged 86
		SP:Iteration 6Q (158007.530000 sec): 3 clusters
  Score: Raw -346449.491171 + Penalty 2626.780733 = -343822.710438
  nChanged 77
		SP:Iteration 7Q (158007.720000 sec): 3 clusters
  Score: Raw -346488.998507 + Penalty 2626.780733 = -343862.217775
  nChanged 67
		SP:Iteration 8Q (158007.840000 sec): 3 clusters
  Score: Raw -346525.780279 + Penalty 2626.780733 = -343898.999546
  nChanged 61
		SP:Iteration 9Q (158007.980000 sec): 3 clusters
  Score: Raw -346563.130567 + Penalty 2626.780733 = -343936.349834
  nChanged 48
		SP:Iteration 10Q (158008.150000 sec): 3 clusters
  Score: Raw -346590.267752 + Penalty 2626.780733 = -343963.487019
  nChanged 49
		SP:Iteration 11Q (158008.340000 sec): 3 clusters
  Score: Raw -346614.293481 + Penalty 2626.780733 = -343987.512748
  nChanged 42
		SP:Iteration 12Q (158008.530000 sec): 3 clusters
  Score: Raw -346634.521778 + Penalty 2626.780733 = -344007.741046
  nChanged 33
		SP:Iteration 13Q (158008.690000 sec): 3 clusters
  Score: Raw -346651.590520 + Penalty 2626.780733 = -344024.809787
  nChanged 30
		SP:Iteration 14Q (158008.830000 sec): 3 clusters
  Score: Raw -346666.307659 + Penalty 2626.780733 = -344039.526927
  nChanged 30
		SP:Iteration 15Q (158008.970000 sec): 3 clusters
  Score: Raw -346677.448794 + Penalty 2626.780733 = -344050.668062
  nChanged 29
		SP:Iteration 16Q (158009.080000 sec): 3 clusters
  Score: Raw -346690.788836 + Penalty 2626.780733 = -344064.008104
  nChanged 34
		SP:Iteration 17Q (158009.270000 sec): 3 clusters
  Score: Raw -346707.337129 + Penalty 2626.780733 = -344080.556397
  nChanged 37
		SP:Iteration 18Q (158009.430000 sec): 3 clusters
  Score: Raw -346726.661509 + Penalty 2626.780733 = -344099.880776
  nChanged 33
		SP:Iteration 19Q (158009.590000 sec): 3 clusters
  Score: Raw -346743.459555 + Penalty 2626.780733 = -344116.678823
  nChanged 32
		SP:Iteration 20F (158009.780000 sec): 3 clusters
  Score: Raw -346759.857247 + Penalty 2626.780733 = -344133.076515
  nChanged 27
		SP:Iteration 21Q (158009.950000 sec): 3 clusters
  Score: Raw -346775.681278 + Penalty 2626.780733 = -344148.900546
  nChanged 38
		SP:Iteration 22Q (158010.100000 sec): 3 clusters
  Score: Raw -346795.303374 + Penalty 2626.780733 = -344168.522641
  nChanged 36
		SP:Iteration 23Q (158010.270000 sec): 3 clusters
  Score: Raw -346815.055586 + Penalty 2626.780733 = -344188.274854
  nChanged 31
		SP:Iteration 24Q (158010.470000 sec): 3 clusters
  Score: Raw -346834.173297 + Penalty 2626.780733 = -344207.392564
  nChanged 24
		SP:Iteration 25Q (158010.680000 sec): 3 clusters
  Score: Raw -346845.073981 + Penalty 2626.780733 = -344218.293249
  nChanged 25
		SP:Iteration 26Q (158010.870000 sec): 3 clusters
  Score: Raw -346860.295630 + Penalty 2626.780733 = -344233.514897
  nChanged 33
		SP:Iteration 27Q (158011.070000 sec): 3 clusters
  Score: Raw -346879.494892 + Penalty 2626.780733 = -344252.714159
  nChanged 26
		SP:Iteration 28Q (158011.230000 sec): 3 clusters
  Score: Raw -346891.824423 + Penalty 2626.780733 = -344265.043690
  nChanged 28
		SP:Iteration 29Q (158011.440000 sec): 3 clusters
  Score: Raw -346908.204021 + Penalty 2626.780733 = -344281.423288
  nChanged 25
		SP:Iteration 30Q (158011.640000 sec): 3 clusters
  Score: Raw -346921.960558 + Penalty 2626.780733 = -344295.179825
  nChanged 32
		SP:Iteration 31Q (158011.840000 sec): 3 clusters
  Score: Raw -346940.937937 + Penalty 2626.780733 = -344314.157204
  nChanged 25
		SP:Iteration 32Q (158012.050000 sec): 3 clusters
  Score: Raw -346953.436940 + Penalty 2626.780733 = -344326.656207
  nChanged 18
		SP:Iteration 33Q (158012.170000 sec): 3 clusters
  Score: Raw -346961.929468 + Penalty 2626.780733 = -344335.148736
  nChanged 17
		SP:Iteration 34Q (158012.370000 sec): 3 clusters
  Score: Raw -346967.946778 + Penalty 2626.780733 = -344341.166045
  nChanged 15
		SP:Iteration 35Q (158012.570000 sec): 3 clusters
  Score: Raw -346974.290626 + Penalty 2626.780733 = -344347.509894
  nChanged 15
		SP:Iteration 36Q (158012.750000 sec): 3 clusters
  Score: Raw -346980.215721 + Penalty 2626.780733 = -344353.434989
  nChanged 11
		SP:Iteration 37Q (158012.930000 sec): 3 clusters
  Score: Raw -346984.129320 + Penalty 2626.780733 = -344357.348587
  nChanged 12
		SP:Iteration 38Q (158013.130000 sec): 3 clusters
  Score: Raw -346989.813671 + Penalty 2626.780733 = -344363.032938
  nChanged 8
		SP:Iteration 39Q (158013.280000 sec): 3 clusters
  Score: Raw -346993.523937 + Penalty 2626.780733 = -344366.743204
  nChanged 8
		SP:Iteration 40F (158013.450000 sec): 3 clusters
  Score: Raw -346998.209919 + Penalty 2626.780733 = -344371.429186
  nChanged 11
		SP:Iteration 41Q (158013.630000 sec): 3 clusters
  Score: Raw -347005.555854 + Penalty 2626.780733 = -344378.775121
  nChanged 12
		SP:Iteration 42Q (158013.790000 sec): 3 clusters
  Score: Raw -347012.304418 + Penalty 2626.780733 = -344385.523686
  nChanged 10
		SP:Iteration 43Q (158013.950000 sec): 3 clusters
  Score: Raw -347022.302733 + Penalty 2626.780733 = -344395.522000
  nChanged 10
		SP:Iteration 44Q (158014.140000 sec): 3 clusters
  Score: Raw -347028.249040 + Penalty 2626.780733 = -344401.468308
  nChanged 13
		SP:Iteration 45Q (158014.350000 sec): 3 clusters
  Score: Raw -347034.129599 + Penalty 2626.780733 = -344407.348867
  nChanged 10
		SP:Iteration 46Q (158014.510000 sec): 3 clusters
  Score: Raw -347038.514806 + Penalty 2626.780733 = -344411.734073
  nChanged 7
		SP:Iteration 47Q (158014.710000 sec): 3 clusters
  Score: Raw -347041.747842 + Penalty 2626.780733 = -344414.967109
  nChanged 10
		SP:Iteration 48Q (158014.870000 sec): 3 clusters
  Score: Raw -347047.150986 + Penalty 2626.780733 = -344420.370253
  nChanged 7
		SP:Iteration 49Q (158015.060000 sec): 3 clusters
  Score: Raw -347050.371179 + Penalty 2626.780733 = -344423.590447
  nChanged 3
		SP:Iteration 50Q (158015.230000 sec): 3 clusters
  Score: Raw -347052.340966 + Penalty 2626.780733 = -344425.560233
  nChanged 6
		SP:Iteration 51Q (158015.440000 sec): 3 clusters
  Score: Raw -347056.007252 + Penalty 2626.780733 = -344429.226520
  nChanged 2
		SP:Iteration 52Q (158015.610000 sec): 3 clusters
  Score: Raw -347057.410994 + Penalty 2626.780733 = -344430.630262
  nChanged 1
		SP:Iteration 53Q (158015.780000 sec): 3 clusters
  Score: Raw -347057.606978 + Penalty 2626.780733 = -344430.826245
  nChanged 0
		SP:Iteration 54F (158015.960000 sec): 3 clusters
  Score: Raw -347057.606978 + Penalty 2626.780733 = -344430.826245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 82 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158016.070000 sec): 2 clusters
  Score: Raw -258279.700047 + Penalty 1271.082151 = -257008.617895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158016.250000 sec): 3 clusters
  Score: Raw -257136.014532 + Penalty 2542.164303 = -254593.850230
  nChanged 925
		SP:Iteration 1F (158016.430000 sec): 3 clusters
  Score: Raw -257815.106795 + Penalty 2542.164303 = -255272.942492
  nChanged 233
		SP:Iteration 2F (158016.590000 sec): 3 clusters
  Score: Raw -258040.549430 + Penalty 2542.164303 = -255498.385127
  nChanged 160
		SP:Iteration 3F (158016.810000 sec): 3 clusters
  Score: Raw -258192.529129 + Penalty 2542.164303 = -255650.364826
  nChanged 124
		SP:Iteration 4Q (158017.000000 sec): 3 clusters
  Score: Raw -258295.335257 + Penalty 2542.164303 = -255753.170954
  nChanged 102
		SP:Iteration 5Q (158017.130000 sec): 3 clusters
  Score: Raw -258386.187844 + Penalty 2542.164303 = -255844.023542
  nChanged 83
		SP:Iteration 6Q (158017.320000 sec): 3 clusters
  Score: Raw -258447.244485 + Penalty 2542.164303 = -255905.080182
  nChanged 60
		SP:Iteration 7Q (158017.500000 sec): 3 clusters
  Score: Raw -258491.994623 + Penalty 2542.164303 = -255949.830320
  nChanged 48
		SP:Iteration 8Q (158017.710000 sec): 3 clusters
  Score: Raw -258523.365590 + Penalty 2542.164303 = -255981.201287
  nChanged 36
		SP:Iteration 9Q (158017.880000 sec): 3 clusters
  Score: Raw -258545.786229 + Penalty 2542.164303 = -256003.621927
  nChanged 35
		SP:Iteration 10Q (158018.070000 sec): 3 clusters
  Score: Raw -258566.288962 + Penalty 2542.164303 = -256024.124659
  nChanged 28
		SP:Iteration 11Q (158018.260000 sec): 3 clusters
  Score: Raw -258584.352507 + Penalty 2542.164303 = -256042.188204
  nChanged 26
		SP:Iteration 12Q (158018.420000 sec): 3 clusters
  Score: Raw -258602.204422 + Penalty 2542.164303 = -256060.040119
  nChanged 23
		SP:Iteration 13Q (158018.610000 sec): 3 clusters
  Score: Raw -258618.085296 + Penalty 2542.164303 = -256075.920994
  nChanged 16
		SP:Iteration 14Q (158018.770000 sec): 3 clusters
  Score: Raw -258630.378897 + Penalty 2542.164303 = -256088.214594
  nChanged 13
		SP:Iteration 15Q (158018.960000 sec): 3 clusters
  Score: Raw -258638.463024 + Penalty 2542.164303 = -256096.298722
  nChanged 13
		SP:Iteration 16Q (158019.160000 sec): 3 clusters
  Score: Raw -258645.736657 + Penalty 2542.164303 = -256103.572354
  nChanged 12
		SP:Iteration 17Q (158019.360000 sec): 3 clusters
  Score: Raw -258651.423011 + Penalty 2542.164303 = -256109.258709
  nChanged 13
		SP:Iteration 18Q (158019.550000 sec): 3 clusters
  Score: Raw -258658.555005 + Penalty 2542.164303 = -256116.390702
  nChanged 12
		SP:Iteration 19Q (158019.730000 sec): 3 clusters
  Score: Raw -258664.772006 + Penalty 2542.164303 = -256122.607703
  nChanged 13
		SP:Iteration 20F (158019.890000 sec): 3 clusters
  Score: Raw -258673.893232 + Penalty 2542.164303 = -256131.728929
  nChanged 13
		SP:Iteration 21Q (158020.020000 sec): 3 clusters
  Score: Raw -258683.398253 + Penalty 2542.164303 = -256141.233951
  nChanged 21
		SP:Iteration 22Q (158020.190000 sec): 3 clusters
  Score: Raw -258697.773556 + Penalty 2542.164303 = -256155.609253
  nChanged 17
		SP:Iteration 23Q (158020.360000 sec): 3 clusters
  Score: Raw -258707.320912 + Penalty 2542.164303 = -256165.156609
  nChanged 21
		SP:Iteration 24Q (158020.540000 sec): 3 clusters
  Score: Raw -258719.200956 + Penalty 2542.164303 = -256177.036654
  nChanged 15
		SP:Iteration 25Q (158020.720000 sec): 3 clusters
  Score: Raw -258729.849881 + Penalty 2542.164303 = -256187.685579
  nChanged 15
		SP:Iteration 26Q (158020.890000 sec): 3 clusters
  Score: Raw -258738.459638 + Penalty 2542.164303 = -256196.295335
  nChanged 14
		SP:Iteration 27Q (158021.010000 sec): 3 clusters
  Score: Raw -258745.879926 + Penalty 2542.164303 = -256203.715623
  nChanged 12
		SP:Iteration 28Q (158021.200000 sec): 3 clusters
  Score: Raw -258754.815379 + Penalty 2542.164303 = -256212.651077
  nChanged 13
		SP:Iteration 29Q (158021.380000 sec): 3 clusters
  Score: Raw -258765.682648 + Penalty 2542.164303 = -256223.518346
  nChanged 16
		SP:Iteration 30Q (158021.540000 sec): 3 clusters
  Score: Raw -258779.906454 + Penalty 2542.164303 = -256237.742152
  nChanged 22
		SP:Iteration 31Q (158021.730000 sec): 3 clusters
  Score: Raw -258805.126199 + Penalty 2542.164303 = -256262.961897
  nChanged 20
		SP:Iteration 32Q (158021.880000 sec): 3 clusters
  Score: Raw -258821.740500 + Penalty 2542.164303 = -256279.576197
  nChanged 20
		SP:Iteration 33Q (158022.020000 sec): 3 clusters
  Score: Raw -258834.568290 + Penalty 2542.164303 = -256292.403988
  nChanged 18
		SP:Iteration 34Q (158022.230000 sec): 3 clusters
  Score: Raw -258847.377250 + Penalty 2542.164303 = -256305.212947
  nChanged 21
		SP:Iteration 35Q (158022.390000 sec): 3 clusters
  Score: Raw -258860.330015 + Penalty 2542.164303 = -256318.165713
  nChanged 22
		SP:Iteration 36Q (158022.560000 sec): 3 clusters
  Score: Raw -258872.629382 + Penalty 2542.164303 = -256330.465080
  nChanged 16
		SP:Iteration 37Q (158022.740000 sec): 3 clusters
  Score: Raw -258881.342542 + Penalty 2542.164303 = -256339.178240
  nChanged 12
		SP:Iteration 38Q (158022.920000 sec): 3 clusters
  Score: Raw -258888.028828 + Penalty 2542.164303 = -256345.864526
  nChanged 6
		SP:Iteration 39Q (158023.120000 sec): 3 clusters
  Score: Raw -258892.960720 + Penalty 2542.164303 = -256350.796418
  nChanged 7
		SP:Iteration 40F (158023.270000 sec): 3 clusters
  Score: Raw -258899.019331 + Penalty 2542.164303 = -256356.855028
  nChanged 6
		SP:Iteration 41Q (158023.390000 sec): 3 clusters
  Score: Raw -258901.850636 + Penalty 2542.164303 = -256359.686334
  nChanged 5
		SP:Iteration 42Q (158023.560000 sec): 3 clusters
  Score: Raw -258904.587467 + Penalty 2542.164303 = -256362.423164
  nChanged 4
		SP:Iteration 43Q (158023.660000 sec): 3 clusters
  Score: Raw -258906.175271 + Penalty 2542.164303 = -256364.010968
  nChanged 2
		SP:Iteration 44Q (158023.850000 sec): 3 clusters
  Score: Raw -258907.916638 + Penalty 2542.164303 = -256365.752335
  nChanged 3
		SP:Iteration 45Q (158023.950000 sec): 3 clusters
  Score: Raw -258909.371501 + Penalty 2542.164303 = -256367.207199
  nChanged 4
		SP:Iteration 46Q (158024.120000 sec): 3 clusters
  Score: Raw -258911.998171 + Penalty 2542.164303 = -256369.833868
  nChanged 4
		SP:Iteration 47Q (158024.250000 sec): 3 clusters
  Score: Raw -258913.756187 + Penalty 2542.164303 = -256371.591884
  nChanged 4
		SP:Iteration 48Q (158024.420000 sec): 3 clusters
  Score: Raw -258916.531558 + Penalty 2542.164303 = -256374.367255
  nChanged 5
		SP:Iteration 49Q (158024.620000 sec): 3 clusters
  Score: Raw -258919.950173 + Penalty 2542.164303 = -256377.785870
  nChanged 8
		SP:Iteration 50Q (158024.810000 sec): 3 clusters
  Score: Raw -258924.731014 + Penalty 2542.164303 = -256382.566711
  nChanged 10
		SP:Iteration 51Q (158025.000000 sec): 3 clusters
  Score: Raw -258929.430896 + Penalty 2542.164303 = -256387.266594
  nChanged 7
		SP:Iteration 52Q (158025.160000 sec): 3 clusters
  Score: Raw -258932.027051 + Penalty 2542.164303 = -256389.862749
  nChanged 7
		SP:Iteration 53Q (158025.360000 sec): 3 clusters
  Score: Raw -258937.579250 + Penalty 2542.164303 = -256395.414947
  nChanged 10
		SP:Iteration 54Q (158025.520000 sec): 3 clusters
  Score: Raw -258949.485258 + Penalty 2542.164303 = -256407.320956
  nChanged 15
		SP:Iteration 55Q (158025.720000 sec): 3 clusters
  Score: Raw -258973.897089 + Penalty 2542.164303 = -256431.732787
  nChanged 24
		SP:Iteration 56Q (158025.900000 sec): 3 clusters
  Score: Raw -259008.998373 + Penalty 2542.164303 = -256466.834070
  nChanged 26
		SP:Iteration 57Q (158026.060000 sec): 3 clusters
  Score: Raw -259049.359624 + Penalty 2542.164303 = -256507.195321
  nChanged 22
		SP:Iteration 58Q (158026.260000 sec): 3 clusters
  Score: Raw -259086.051295 + Penalty 2542.164303 = -256543.886992
  nChanged 28
		SP:Iteration 59Q (158026.440000 sec): 3 clusters
  Score: Raw -259136.695883 + Penalty 2542.164303 = -256594.531580
  nChanged 23
		SP:Iteration 60F (158026.580000 sec): 3 clusters
  Score: Raw -259171.463364 + Penalty 2542.164303 = -256629.299061
  nChanged 14
		SP:Iteration 61Q (158026.740000 sec): 3 clusters
  Score: Raw -259194.241166 + Penalty 2542.164303 = -256652.076864
  nChanged 10
		SP:Iteration 62Q (158026.940000 sec): 3 clusters
  Score: Raw -259217.240888 + Penalty 2542.164303 = -256675.076585
  nChanged 13
		SP:Iteration 63Q (158027.100000 sec): 3 clusters
  Score: Raw -259242.604330 + Penalty 2542.164303 = -256700.440028
  nChanged 10
		SP:Iteration 64Q (158027.300000 sec): 3 clusters
  Score: Raw -259258.709214 + Penalty 2542.164303 = -256716.544911
  nChanged 10
		SP:Iteration 65Q (158027.460000 sec): 3 clusters
  Score: Raw -259267.506712 + Penalty 2542.164303 = -256725.342409
  nChanged 6
		SP:Iteration 66Q (158027.640000 sec): 3 clusters
  Score: Raw -259273.596910 + Penalty 2542.164303 = -256731.432607
  nChanged 8
		SP:Iteration 67Q (158027.800000 sec): 3 clusters
  Score: Raw -259281.474959 + Penalty 2542.164303 = -256739.310657
  nChanged 4
		SP:Iteration 68Q (158028.020000 sec): 3 clusters
  Score: Raw -259284.027821 + Penalty 2542.164303 = -256741.863519
  nChanged 2
		SP:Iteration 69Q (158028.170000 sec): 3 clusters
  Score: Raw -259285.195095 + Penalty 2542.164303 = -256743.030792
  nChanged 1
		SP:Iteration 70Q (158028.300000 sec): 3 clusters
  Score: Raw -259285.662344 + Penalty 2542.164303 = -256743.498042
  nChanged 0
		SP:Iteration 71F (158028.490000 sec): 3 clusters
  Score: Raw -259285.662344 + Penalty 2542.164303 = -256743.498042
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 83 (2400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158028.600000 sec): 2 clusters
  Score: Raw -225598.189422 + Penalty 1264.773903 = -224333.415519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158028.790000 sec): 3 clusters
  Score: Raw -224542.610800 + Penalty 2529.547805 = -222013.062995
  nChanged 877
		SP:Iteration 1F (158028.980000 sec): 3 clusters
  Score: Raw -225210.365379 + Penalty 2529.547805 = -222680.817574
  nChanged 223
		SP:Iteration 2F (158029.160000 sec): 3 clusters
  Score: Raw -225423.486759 + Penalty 2529.547805 = -222893.938953
  nChanged 163
		SP:Iteration 3F (158029.360000 sec): 3 clusters
  Score: Raw -225587.606121 + Penalty 2529.547805 = -223058.058315
  nChanged 139
		SP:Iteration 4F (158029.520000 sec): 3 clusters
  Score: Raw -225720.274397 + Penalty 2529.547805 = -223190.726592
  nChanged 127
		SP:Iteration 5F (158029.700000 sec): 3 clusters
  Score: Raw -225832.548462 + Penalty 2529.547805 = -223303.000657
  nChanged 98
		SP:Iteration 6Q (158029.890000 sec): 3 clusters
  Score: Raw -225919.819392 + Penalty 2529.547805 = -223390.271587
  nChanged 72
		SP:Iteration 7Q (158030.040000 sec): 3 clusters
  Score: Raw -225991.090253 + Penalty 2529.547805 = -223461.542448
  nChanged 70
		SP:Iteration 8Q (158030.270000 sec): 3 clusters
  Score: Raw -226045.150164 + Penalty 2529.547805 = -223515.602359
  nChanged 52
		SP:Iteration 9Q (158030.380000 sec): 3 clusters
  Score: Raw -226089.749350 + Penalty 2529.547805 = -223560.201545
  nChanged 44
		SP:Iteration 10Q (158030.520000 sec): 3 clusters
  Score: Raw -226116.190741 + Penalty 2529.547805 = -223586.642936
  nChanged 30
		SP:Iteration 11Q (158030.650000 sec): 3 clusters
  Score: Raw -226134.364275 + Penalty 2529.547805 = -223604.816470
  nChanged 28
		SP:Iteration 12Q (158030.790000 sec): 3 clusters
  Score: Raw -226155.773271 + Penalty 2529.547805 = -223626.225466
  nChanged 27
		SP:Iteration 13Q (158031.010000 sec): 3 clusters
  Score: Raw -226187.297282 + Penalty 2529.547805 = -223657.749477
  nChanged 18
		SP:Iteration 14Q (158031.130000 sec): 3 clusters
  Score: Raw -226196.622335 + Penalty 2529.547805 = -223667.074530
  nChanged 14
		SP:Iteration 15Q (158031.330000 sec): 3 clusters
  Score: Raw -226204.924289 + Penalty 2529.547805 = -223675.376483
  nChanged 17
		SP:Iteration 16Q (158031.500000 sec): 3 clusters
  Score: Raw -226214.220846 + Penalty 2529.547805 = -223684.673040
  nChanged 17
		SP:Iteration 17Q (158031.680000 sec): 3 clusters
  Score: Raw -226219.350745 + Penalty 2529.547805 = -223689.802940
  nChanged 16
		SP:Iteration 18Q (158031.830000 sec): 3 clusters
  Score: Raw -226224.957521 + Penalty 2529.547805 = -223695.409716
  nChanged 10
		SP:Iteration 19Q (158032.050000 sec): 3 clusters
  Score: Raw -226228.608655 + Penalty 2529.547805 = -223699.060850
  nChanged 12
		SP:Iteration 20F (158032.220000 sec): 3 clusters
  Score: Raw -226232.420084 + Penalty 2529.547805 = -223702.872279
  nChanged 7
		SP:Iteration 21Q (158032.390000 sec): 3 clusters
  Score: Raw -226238.539941 + Penalty 2529.547805 = -223708.992136
  nChanged 11
		SP:Iteration 22Q (158032.630000 sec): 3 clusters
  Score: Raw -226243.332158 + Penalty 2529.547805 = -223713.784353
  nChanged 13
		SP:Iteration 23Q (158032.780000 sec): 3 clusters
  Score: Raw -226248.192112 + Penalty 2529.547805 = -223718.644306
  nChanged 6
		SP:Iteration 24Q (158033.010000 sec): 3 clusters
  Score: Raw -226250.912638 + Penalty 2529.547805 = -223721.364833
  nChanged 7
		SP:Iteration 25Q (158033.170000 sec): 3 clusters
  Score: Raw -226254.537762 + Penalty 2529.547805 = -223724.989957
  nChanged 6
		SP:Iteration 26Q (158033.370000 sec): 3 clusters
  Score: Raw -226256.459295 + Penalty 2529.547805 = -223726.911490
  nChanged 6
		SP:Iteration 27Q (158033.530000 sec): 3 clusters
  Score: Raw -226258.668598 + Penalty 2529.547805 = -223729.120792
  nChanged 5
		SP:Iteration 28Q (158033.700000 sec): 3 clusters
  Score: Raw -226260.455987 + Penalty 2529.547805 = -223730.908181
  nChanged 3
		SP:Iteration 29Q (158033.890000 sec): 3 clusters
  Score: Raw -226261.778576 + Penalty 2529.547805 = -223732.230771
  nChanged 2
		SP:Iteration 30Q (158034.080000 sec): 3 clusters
  Score: Raw -226262.267049 + Penalty 2529.547805 = -223732.719243
  nChanged 3
		SP:Iteration 31Q (158034.230000 sec): 3 clusters
  Score: Raw -226263.689290 + Penalty 2529.547805 = -223734.141485
  nChanged 1
		SP:Iteration 32Q (158034.420000 sec): 3 clusters
  Score: Raw -226264.013474 + Penalty 2529.547805 = -223734.465668
  nChanged 1
		SP:Iteration 33Q (158034.580000 sec): 3 clusters
  Score: Raw -226264.186327 + Penalty 2529.547805 = -223734.638521
  nChanged 1
		SP:Iteration 34Q (158034.730000 sec): 3 clusters
  Score: Raw -226264.619479 + Penalty 2529.547805 = -223735.071673
  nChanged 1
		SP:Iteration 35Q (158034.890000 sec): 3 clusters
  Score: Raw -226264.733042 + Penalty 2529.547805 = -223735.185237
  nChanged 0
		SP:Iteration 36F (158035.070000 sec): 3 clusters
  Score: Raw -226264.733042 + Penalty 2529.547805 = -223735.185237
  nChanged 0
Iteration 419Q (158191.840000 sec): 84 clusters
  Score: Raw -134121652.854573 + Penalty 189431.555954 = -133932221.298619
  nChanged 34
Iteration 420F (158436.380000 sec): 84 clusters
  Score: Raw -134121653.366287 + Penalty 189431.555954 = -133932221.810333
  nChanged 41
Iteration 421Q (158595.040000 sec): 84 clusters
  Score: Raw -134121653.715332 + Penalty 189431.555954 = -133932222.159378
  nChanged 37
Iteration 422Q (158759.060000 sec): 84 clusters
  Score: Raw -134121654.181385 + Penalty 189431.555954 = -133932222.625431
  nChanged 35
Iteration 423Q (158917.760000 sec): 84 clusters
  Score: Raw -134121654.430074 + Penalty 189431.555954 = -133932222.874120
  nChanged 28
Iteration 424Q (159075.430000 sec): 84 clusters
  Score: Raw -134121654.692191 + Penalty 189431.555954 = -133932223.136237
  nChanged 24
Iteration 425Q (159234.720000 sec): 84 clusters
  Score: Raw -134121655.022976 + Penalty 189431.555954 = -133932223.467022
  nChanged 29
Iteration 426Q (159391.690000 sec): 84 clusters
  Score: Raw -134121655.444753 + Penalty 189431.555954 = -133932223.888799
  nChanged 27
Iteration 427Q (159550.920000 sec): 84 clusters
  Score: Raw -134121655.765138 + Penalty 189431.555954 = -133932224.209184
  nChanged 24
Iteration 428Q (159704.630000 sec): 84 clusters
  Score: Raw -134121655.976767 + Penalty 189431.555954 = -133932224.420813
  nChanged 25
Iteration 429Q (159857.860000 sec): 84 clusters
  Score: Raw -134121656.249777 + Penalty 189431.555954 = -133932224.693823
  nChanged 22
Iteration 430Q (160013.550000 sec): 84 clusters
  Score: Raw -134121656.550960 + Penalty 189431.555954 = -133932224.995006
  nChanged 23
Iteration 431Q (160164.410000 sec): 84 clusters
  Score: Raw -134121656.833025 + Penalty 189431.555954 = -133932225.277071
  nChanged 24
Iteration 432Q (160324.950000 sec): 84 clusters
  Score: Raw -134121657.136127 + Penalty 189431.555954 = -133932225.580173
  nChanged 18
Iteration 433Q (160485.920000 sec): 84 clusters
  Score: Raw -134121657.389960 + Penalty 189431.555954 = -133932225.834006
  nChanged 19
Iteration 434Q (160681.470000 sec): 84 clusters
  Score: Raw -134121657.630623 + Penalty 189431.555954 = -133932226.074669
  nChanged 11
Iteration 435Q (160893.300000 sec): 84 clusters
  Score: Raw -134121657.715985 + Penalty 189431.555954 = -133932226.160031
  nChanged 4
Iteration 436Q (161058.550000 sec): 84 clusters
  Score: Raw -134121657.737036 + Penalty 189431.555954 = -133932226.181082
  nChanged 3
Iteration 437Q (161212.020000 sec): 84 clusters
  Score: Raw -134121657.756244 + Penalty 189431.555954 = -133932226.200290
  nChanged 4
Iteration 438Q (161367.190000 sec): 84 clusters
  Score: Raw -134121657.779212 + Penalty 189431.555954 = -133932226.223258
  nChanged 3
Iteration 439Q (161522.410000 sec): 84 clusters
  Score: Raw -134121657.846480 + Penalty 189431.555954 = -133932226.290526
  nChanged 2
Iteration 440F (161765.210000 sec): 84 clusters
  Score: Raw -134121657.869362 + Penalty 189431.555954 = -133932226.313408
  nChanged 2
Iteration 441Q (161918.580000 sec): 84 clusters
  Score: Raw -134121657.882204 + Penalty 189431.555954 = -133932226.326250
  nChanged 2
Iteration 442Q (162079.020000 sec): 84 clusters
  Score: Raw -134121657.885926 + Penalty 189431.555954 = -133932226.329972
  nChanged 1
Iteration 443Q (162237.660000 sec): 84 clusters
  Score: Raw -134121657.890818 + Penalty 189431.555954 = -133932226.334864
  nChanged 0
Iteration 444F (162483.680000 sec): 84 clusters
  Score: Raw -134121657.890818 + Penalty 189431.555954 = -133932226.334864
  nChanged 0
Compute initial score before splitting:   Score: Raw -134121657.890818 + Penalty 189431.555954 = -133932226.334864
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 1 (6465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162483.840000 sec): 2 clusters
  Score: Raw -680163.779343 + Penalty 1425.800722 = -678737.978621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162484.100000 sec): 3 clusters
  Score: Raw -676666.919233 + Penalty 2851.601445 = -673815.317788
  nChanged 2726
		SP:Iteration 1F (162484.270000 sec): 3 clusters
  Score: Raw -678181.629058 + Penalty 2851.601445 = -675330.027614
  nChanged 439
		SP:Iteration 2F (162484.500000 sec): 3 clusters
  Score: Raw -678405.895397 + Penalty 2851.601445 = -675554.293952
  nChanged 355
		SP:Iteration 3F (162484.680000 sec): 3 clusters
  Score: Raw -678587.320183 + Penalty 2851.601445 = -675735.718739
  nChanged 276
		SP:Iteration 4Q (162484.890000 sec): 3 clusters
  Score: Raw -678728.623661 + Penalty 2851.601445 = -675877.022216
  nChanged 291
		SP:Iteration 5Q (162485.080000 sec): 3 clusters
  Score: Raw -678880.183820 + Penalty 2851.601445 = -676028.582375
  nChanged 257
		SP:Iteration 6Q (162485.280000 sec): 3 clusters
  Score: Raw -679027.349784 + Penalty 2851.601445 = -676175.748339
  nChanged 266
		SP:Iteration 7Q (162485.430000 sec): 3 clusters
  Score: Raw -679201.291459 + Penalty 2851.601445 = -676349.690014
  nChanged 292
		SP:Iteration 8Q (162485.640000 sec): 3 clusters
  Score: Raw -679391.380939 + Penalty 2851.601445 = -676539.779494
  nChanged 266
		SP:Iteration 9Q (162485.780000 sec): 3 clusters
  Score: Raw -679557.115056 + Penalty 2851.601445 = -676705.513611
  nChanged 265
		SP:Iteration 10Q (162485.970000 sec): 3 clusters
  Score: Raw -679731.598342 + Penalty 2851.601445 = -676879.996898
  nChanged 263
		SP:Iteration 11Q (162486.110000 sec): 3 clusters
  Score: Raw -679899.013955 + Penalty 2851.601445 = -677047.412511
  nChanged 242
		SP:Iteration 12Q (162486.360000 sec): 3 clusters
  Score: Raw -680076.091012 + Penalty 2851.601445 = -677224.489568
  nChanged 209
		SP:Iteration 13Q (162486.540000 sec): 3 clusters
  Score: Raw -680229.385351 + Penalty 2851.601445 = -677377.783907
  nChanged 154
		SP:Iteration 14Q (162486.720000 sec): 3 clusters
  Score: Raw -680358.713465 + Penalty 2851.601445 = -677507.112020
  nChanged 144
		SP:Iteration 15Q (162486.950000 sec): 3 clusters
  Score: Raw -680522.063157 + Penalty 2851.601445 = -677670.461713
  nChanged 117
		SP:Iteration 16Q (162487.140000 sec): 3 clusters
  Score: Raw -680640.651981 + Penalty 2851.601445 = -677789.050537
  nChanged 103
		SP:Iteration 17Q (162487.350000 sec): 3 clusters
  Score: Raw -680714.529137 + Penalty 2851.601445 = -677862.927692
  nChanged 81
		SP:Iteration 18Q (162487.550000 sec): 3 clusters
  Score: Raw -680758.941180 + Penalty 2851.601445 = -677907.339736
  nChanged 62
		SP:Iteration 19Q (162487.790000 sec): 3 clusters
  Score: Raw -680788.366656 + Penalty 2851.601445 = -677936.765212
  nChanged 37
		SP:Iteration 20F (162487.990000 sec): 3 clusters
  Score: Raw -680805.786783 + Penalty 2851.601445 = -677954.185338
  nChanged 40
		SP:Iteration 21Q (162488.190000 sec): 3 clusters
  Score: Raw -680820.109425 + Penalty 2851.601445 = -677968.507980
  nChanged 22
		SP:Iteration 22Q (162488.370000 sec): 3 clusters
  Score: Raw -680828.676129 + Penalty 2851.601445 = -677977.074685
  nChanged 23
		SP:Iteration 23Q (162488.560000 sec): 3 clusters
  Score: Raw -680838.221519 + Penalty 2851.601445 = -677986.620074
  nChanged 28
		SP:Iteration 24Q (162488.780000 sec): 3 clusters
  Score: Raw -680849.118129 + Penalty 2851.601445 = -677997.516685
  nChanged 23
		SP:Iteration 25Q (162488.960000 sec): 3 clusters
  Score: Raw -680857.280475 + Penalty 2851.601445 = -678005.679030
  nChanged 16
		SP:Iteration 26Q (162489.150000 sec): 3 clusters
  Score: Raw -680864.171479 + Penalty 2851.601445 = -678012.570035
  nChanged 20
		SP:Iteration 27Q (162489.350000 sec): 3 clusters
  Score: Raw -680870.851920 + Penalty 2851.601445 = -678019.250475
  nChanged 17
		SP:Iteration 28Q (162489.570000 sec): 3 clusters
  Score: Raw -680875.096619 + Penalty 2851.601445 = -678023.495174
  nChanged 15
		SP:Iteration 29Q (162489.780000 sec): 3 clusters
  Score: Raw -680878.550969 + Penalty 2851.601445 = -678026.949525
  nChanged 8
		SP:Iteration 30Q (162489.940000 sec): 3 clusters
  Score: Raw -680880.720174 + Penalty 2851.601445 = -678029.118729
  nChanged 10
		SP:Iteration 31Q (162490.170000 sec): 3 clusters
  Score: Raw -680884.194915 + Penalty 2851.601445 = -678032.593470
  nChanged 13
		SP:Iteration 32Q (162490.350000 sec): 3 clusters
  Score: Raw -680886.111388 + Penalty 2851.601445 = -678034.509943
  nChanged 1
		SP:Iteration 33Q (162490.570000 sec): 3 clusters
  Score: Raw -680886.203134 + Penalty 2851.601445 = -678034.601689
  nChanged 0
		SP:Iteration 34F (162490.770000 sec): 3 clusters
  Score: Raw -680886.203134 + Penalty 2851.601445 = -678034.601689
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 2 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162490.850000 sec): 2 clusters
  Score: Raw -163345.951165 + Penalty 1193.096406 = -162152.854759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162491.030000 sec): 3 clusters
  Score: Raw -162756.322105 + Penalty 2386.192812 = -160370.129292
  nChanged 538
		SP:Iteration 1F (162491.210000 sec): 3 clusters
  Score: Raw -163224.086823 + Penalty 2386.192812 = -160837.894010
  nChanged 149
		SP:Iteration 2F (162491.430000 sec): 3 clusters
  Score: Raw -163436.617474 + Penalty 2386.192812 = -161050.424662
  nChanged 111
		SP:Iteration 3F (162491.590000 sec): 3 clusters
  Score: Raw -163613.038895 + Penalty 2386.192812 = -161226.846082
  nChanged 89
		SP:Iteration 4F (162491.740000 sec): 3 clusters
  Score: Raw -163757.650850 + Penalty 2386.192812 = -161371.458038
  nChanged 72
		SP:Iteration 5Q (162491.900000 sec): 3 clusters
  Score: Raw -163918.046010 + Penalty 2386.192812 = -161531.853198
  nChanged 61
		SP:Iteration 6Q (162492.090000 sec): 3 clusters
  Score: Raw -164034.121333 + Penalty 2386.192812 = -161647.928520
  nChanged 49
		SP:Iteration 7Q (162492.260000 sec): 3 clusters
  Score: Raw -164123.643262 + Penalty 2386.192812 = -161737.450450
  nChanged 49
		SP:Iteration 8Q (162492.490000 sec): 3 clusters
  Score: Raw -164211.921098 + Penalty 2386.192812 = -161825.728286
  nChanged 34
		SP:Iteration 9Q (162492.660000 sec): 3 clusters
  Score: Raw -164270.651874 + Penalty 2386.192812 = -161884.459062
  nChanged 25
		SP:Iteration 10Q (162492.820000 sec): 3 clusters
  Score: Raw -164323.689092 + Penalty 2386.192812 = -161937.496280
  nChanged 25
		SP:Iteration 11Q (162493.000000 sec): 3 clusters
  Score: Raw -164359.635590 + Penalty 2386.192812 = -161973.442778
  nChanged 20
		SP:Iteration 12Q (162493.160000 sec): 3 clusters
  Score: Raw -164381.229097 + Penalty 2386.192812 = -161995.036285
  nChanged 10
		SP:Iteration 13Q (162493.340000 sec): 3 clusters
  Score: Raw -164390.186519 + Penalty 2386.192812 = -162003.993706
  nChanged 4
		SP:Iteration 14Q (162493.480000 sec): 3 clusters
  Score: Raw -164395.007247 + Penalty 2386.192812 = -162008.814434
  nChanged 5
		SP:Iteration 15Q (162493.600000 sec): 3 clusters
  Score: Raw -164399.806919 + Penalty 2386.192812 = -162013.614107
  nChanged 6
		SP:Iteration 16Q (162493.740000 sec): 3 clusters
  Score: Raw -164408.078123 + Penalty 2386.192812 = -162021.885310
  nChanged 9
		SP:Iteration 17Q (162493.940000 sec): 3 clusters
  Score: Raw -164420.496078 + Penalty 2386.192812 = -162034.303266
  nChanged 6
		SP:Iteration 18Q (162494.060000 sec): 3 clusters
  Score: Raw -164426.806275 + Penalty 2386.192812 = -162040.613463
  nChanged 6
		SP:Iteration 19Q (162494.210000 sec): 3 clusters
  Score: Raw -164431.006958 + Penalty 2386.192812 = -162044.814146
  nChanged 0
		SP:Iteration 20F (162494.400000 sec): 3 clusters
  Score: Raw -164431.006958 + Penalty 2386.192812 = -162044.814146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 3 (2350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162494.500000 sec): 2 clusters
  Score: Raw -255170.692751 + Penalty 1261.352724 = -253909.340027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162494.680000 sec): 3 clusters
  Score: Raw -254142.169324 + Penalty 2522.705447 = -251619.463877
  nChanged 852
		SP:Iteration 1F (162494.850000 sec): 3 clusters
  Score: Raw -254670.219991 + Penalty 2522.705447 = -252147.514543
  nChanged 174
		SP:Iteration 2F (162494.960000 sec): 3 clusters
  Score: Raw -254798.319209 + Penalty 2522.705447 = -252275.613762
  nChanged 109
		SP:Iteration 3Q (162495.130000 sec): 3 clusters
  Score: Raw -254866.941042 + Penalty 2522.705447 = -252344.235595
  nChanged 76
		SP:Iteration 4Q (162495.260000 sec): 3 clusters
  Score: Raw -254919.736067 + Penalty 2522.705447 = -252397.030620
  nChanged 66
		SP:Iteration 5Q (162495.370000 sec): 3 clusters
  Score: Raw -254965.046755 + Penalty 2522.705447 = -252442.341307
  nChanged 66
		SP:Iteration 6Q (162495.510000 sec): 3 clusters
  Score: Raw -255006.382769 + Penalty 2522.705447 = -252483.677322
  nChanged 53
		SP:Iteration 7Q (162495.720000 sec): 3 clusters
  Score: Raw -255042.348828 + Penalty 2522.705447 = -252519.643381
  nChanged 49
		SP:Iteration 8Q (162495.910000 sec): 3 clusters
  Score: Raw -255075.263757 + Penalty 2522.705447 = -252552.558310
  nChanged 39
		SP:Iteration 9Q (162496.080000 sec): 3 clusters
  Score: Raw -255100.662259 + Penalty 2522.705447 = -252577.956811
  nChanged 34
		SP:Iteration 10Q (162496.240000 sec): 3 clusters
  Score: Raw -255119.694260 + Penalty 2522.705447 = -252596.988813
  nChanged 32
		SP:Iteration 11Q (162496.390000 sec): 3 clusters
  Score: Raw -255141.440199 + Penalty 2522.705447 = -252618.734751
  nChanged 43
		SP:Iteration 12Q (162496.570000 sec): 3 clusters
  Score: Raw -255177.746806 + Penalty 2522.705447 = -252655.041359
  nChanged 45
		SP:Iteration 13Q (162496.700000 sec): 3 clusters
  Score: Raw -255218.325413 + Penalty 2522.705447 = -252695.619966
  nChanged 49
		SP:Iteration 14Q (162496.860000 sec): 3 clusters
  Score: Raw -255262.656696 + Penalty 2522.705447 = -252739.951249
  nChanged 42
		SP:Iteration 15Q (162497.070000 sec): 3 clusters
  Score: Raw -255290.941390 + Penalty 2522.705447 = -252768.235943
  nChanged 33
		SP:Iteration 16Q (162497.210000 sec): 3 clusters
  Score: Raw -255317.502130 + Penalty 2522.705447 = -252794.796683
  nChanged 31
		SP:Iteration 17Q (162497.400000 sec): 3 clusters
  Score: Raw -255336.612436 + Penalty 2522.705447 = -252813.906988
  nChanged 18
		SP:Iteration 18Q (162497.570000 sec): 3 clusters
  Score: Raw -255348.821947 + Penalty 2522.705447 = -252826.116499
  nChanged 20
		SP:Iteration 19Q (162497.770000 sec): 3 clusters
  Score: Raw -255360.896216 + Penalty 2522.705447 = -252838.190768
  nChanged 22
		SP:Iteration 20F (162497.920000 sec): 3 clusters
  Score: Raw -255375.016401 + Penalty 2522.705447 = -252852.310953
  nChanged 23
		SP:Iteration 21Q (162498.150000 sec): 3 clusters
  Score: Raw -255387.355765 + Penalty 2522.705447 = -252864.650318
  nChanged 14
		SP:Iteration 22Q (162498.300000 sec): 3 clusters
  Score: Raw -255399.985776 + Penalty 2522.705447 = -252877.280329
  nChanged 16
		SP:Iteration 23Q (162498.470000 sec): 3 clusters
  Score: Raw -255411.139602 + Penalty 2522.705447 = -252888.434155
  nChanged 12
		SP:Iteration 24Q (162498.630000 sec): 3 clusters
  Score: Raw -255418.111580 + Penalty 2522.705447 = -252895.406133
  nChanged 7
		SP:Iteration 25Q (162498.860000 sec): 3 clusters
  Score: Raw -255422.401128 + Penalty 2522.705447 = -252899.695681
  nChanged 7
		SP:Iteration 26Q (162499.020000 sec): 3 clusters
  Score: Raw -255425.882931 + Penalty 2522.705447 = -252903.177484
  nChanged 5
		SP:Iteration 27Q (162499.190000 sec): 3 clusters
  Score: Raw -255428.442558 + Penalty 2522.705447 = -252905.737111
  nChanged 7
		SP:Iteration 28Q (162499.380000 sec): 3 clusters
  Score: Raw -255432.567032 + Penalty 2522.705447 = -252909.861585
  nChanged 10
		SP:Iteration 29Q (162499.570000 sec): 3 clusters
  Score: Raw -255438.679010 + Penalty 2522.705447 = -252915.973563
  nChanged 9
		SP:Iteration 30Q (162499.770000 sec): 3 clusters
  Score: Raw -255445.345489 + Penalty 2522.705447 = -252922.640042
  nChanged 14
		SP:Iteration 31Q (162499.930000 sec): 3 clusters
  Score: Raw -255457.831100 + Penalty 2522.705447 = -252935.125653
  nChanged 12
		SP:Iteration 32Q (162500.090000 sec): 3 clusters
  Score: Raw -255464.100807 + Penalty 2522.705447 = -252941.395360
  nChanged 7
		SP:Iteration 33Q (162500.270000 sec): 3 clusters
  Score: Raw -255470.863407 + Penalty 2522.705447 = -252948.157959
  nChanged 9
		SP:Iteration 34Q (162500.450000 sec): 3 clusters
  Score: Raw -255476.674888 + Penalty 2522.705447 = -252953.969441
  nChanged 6
		SP:Iteration 35Q (162500.640000 sec): 3 clusters
  Score: Raw -255479.198163 + Penalty 2522.705447 = -252956.492716
  nChanged 7
		SP:Iteration 36Q (162500.830000 sec): 3 clusters
  Score: Raw -255483.141396 + Penalty 2522.705447 = -252960.435949
  nChanged 5
		SP:Iteration 37Q (162501.010000 sec): 3 clusters
  Score: Raw -255485.504463 + Penalty 2522.705447 = -252962.799016
  nChanged 5
		SP:Iteration 38Q (162501.190000 sec): 3 clusters
  Score: Raw -255488.403142 + Penalty 2522.705447 = -252965.697694
  nChanged 7
		SP:Iteration 39Q (162501.390000 sec): 3 clusters
  Score: Raw -255492.425320 + Penalty 2522.705447 = -252969.719873
  nChanged 6
		SP:Iteration 40F (162501.540000 sec): 3 clusters
  Score: Raw -255496.674069 + Penalty 2522.705447 = -252973.968622
  nChanged 9
		SP:Iteration 41Q (162501.730000 sec): 3 clusters
  Score: Raw -255503.814459 + Penalty 2522.705447 = -252981.109012
  nChanged 13
		SP:Iteration 42Q (162501.880000 sec): 3 clusters
  Score: Raw -255510.096565 + Penalty 2522.705447 = -252987.391117
  nChanged 8
		SP:Iteration 43Q (162502.050000 sec): 3 clusters
  Score: Raw -255514.991785 + Penalty 2522.705447 = -252992.286338
  nChanged 9
		SP:Iteration 44Q (162502.210000 sec): 3 clusters
  Score: Raw -255523.613828 + Penalty 2522.705447 = -253000.908381
  nChanged 12
		SP:Iteration 45Q (162502.350000 sec): 3 clusters
  Score: Raw -255534.121295 + Penalty 2522.705447 = -253011.415848
  nChanged 19
		SP:Iteration 46Q (162502.550000 sec): 3 clusters
  Score: Raw -255552.089319 + Penalty 2522.705447 = -253029.383872
  nChanged 22
		SP:Iteration 47Q (162502.690000 sec): 3 clusters
  Score: Raw -255572.236035 + Penalty 2522.705447 = -253049.530588
  nChanged 29
		SP:Iteration 48Q (162502.870000 sec): 3 clusters
  Score: Raw -255597.583975 + Penalty 2522.705447 = -253074.878527
  nChanged 22
		SP:Iteration 49Q (162503.050000 sec): 3 clusters
  Score: Raw -255617.308223 + Penalty 2522.705447 = -253094.602776
  nChanged 22
		SP:Iteration 50Q (162503.210000 sec): 3 clusters
  Score: Raw -255631.157383 + Penalty 2522.705447 = -253108.451936
  nChanged 19
		SP:Iteration 51Q (162503.370000 sec): 3 clusters
  Score: Raw -255641.997590 + Penalty 2522.705447 = -253119.292143
  nChanged 10
		SP:Iteration 52Q (162503.510000 sec): 3 clusters
  Score: Raw -255648.362280 + Penalty 2522.705447 = -253125.656832
  nChanged 10
		SP:Iteration 53Q (162503.660000 sec): 3 clusters
  Score: Raw -255654.484124 + Penalty 2522.705447 = -253131.778677
  nChanged 9
		SP:Iteration 54Q (162503.880000 sec): 3 clusters
  Score: Raw -255658.506724 + Penalty 2522.705447 = -253135.801277
  nChanged 3
		SP:Iteration 55Q (162504.020000 sec): 3 clusters
  Score: Raw -255659.502797 + Penalty 2522.705447 = -253136.797350
  nChanged 0
		SP:Iteration 56F (162504.230000 sec): 3 clusters
  Score: Raw -255659.502797 + Penalty 2522.705447 = -253136.797350
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 4 (324199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162506.020000 sec): 2 clusters
  Score: Raw -36354437.536990 + Penalty 2061.980831 = -36352375.556159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162508.000000 sec): 3 clusters
  Score: Raw -36137600.527849 + Penalty 4123.961661 = -36133476.566188
  nChanged 158264
		SP:Iteration 1F (162509.970000 sec): 3 clusters
  Score: Raw -36233758.160178 + Penalty 4123.961661 = -36229634.198517
  nChanged 9675
		SP:Iteration 2Q (162512.100000 sec): 3 clusters
  Score: Raw -36236400.119060 + Penalty 4123.961661 = -36232276.157399
  nChanged 10920
		SP:Iteration 3Q (162514.340000 sec): 3 clusters
  Score: Raw -36240049.710001 + Penalty 4123.961661 = -36235925.748340
  nChanged 12993
		SP:Iteration 4Q (162516.310000 sec): 3 clusters
  Score: Raw -36245581.559835 + Penalty 4123.961661 = -36241457.598174
  nChanged 15923
		SP:Iteration 5Q (162518.030000 sec): 3 clusters
  Score: Raw -36253979.443541 + Penalty 4123.961661 = -36249855.481880
  nChanged 18992
		SP:Iteration 6F (162519.850000 sec): 3 clusters
  Score: Raw -36266348.854937 + Penalty 4123.961661 = -36262224.893276
  nChanged 21743
		SP:Iteration 7F (162521.640000 sec): 3 clusters
  Score: Raw -36282874.364027 + Penalty 4123.961661 = -36278750.402366
  nChanged 21928
		SP:Iteration 8F (162523.380000 sec): 3 clusters
  Score: Raw -36301145.625929 + Penalty 4123.961661 = -36297021.664268
  nChanged 19022
		SP:Iteration 9F (162525.140000 sec): 3 clusters
  Score: Raw -36317263.455573 + Penalty 4123.961661 = -36313139.493912
  nChanged 14700
		SP:Iteration 10Q (162527.020000 sec): 3 clusters
  Score: Raw -36329541.121818 + Penalty 4123.961661 = -36325417.160157
  nChanged 10708
		SP:Iteration 11Q (162528.710000 sec): 3 clusters
  Score: Raw -36338236.155170 + Penalty 4123.961661 = -36334112.193509
  nChanged 7534
		SP:Iteration 12Q (162530.410000 sec): 3 clusters
  Score: Raw -36344192.986669 + Penalty 4123.961661 = -36340069.025008
  nChanged 5246
		SP:Iteration 13Q (162532.000000 sec): 3 clusters
  Score: Raw -36348219.706903 + Penalty 4123.961661 = -36344095.745241
  nChanged 3551
		SP:Iteration 14Q (162533.680000 sec): 3 clusters
  Score: Raw -36350848.627300 + Penalty 4123.961661 = -36346724.665639
  nChanged 2270
		SP:Iteration 15Q (162535.230000 sec): 3 clusters
  Score: Raw -36352446.441479 + Penalty 4123.961661 = -36348322.479818
  nChanged 1364
		SP:Iteration 16Q (162536.910000 sec): 3 clusters
  Score: Raw -36353373.810414 + Penalty 4123.961661 = -36349249.848753
  nChanged 776
		SP:Iteration 17Q (162538.620000 sec): 3 clusters
  Score: Raw -36353887.002902 + Penalty 4123.961661 = -36349763.041241
  nChanged 430
		SP:Iteration 18Q (162540.530000 sec): 3 clusters
  Score: Raw -36354186.595802 + Penalty 4123.961661 = -36350062.634141
  nChanged 262
		SP:Iteration 19Q (162542.330000 sec): 3 clusters
  Score: Raw -36354368.425896 + Penalty 4123.961661 = -36350244.464234
  nChanged 154
		SP:Iteration 20F (162544.310000 sec): 3 clusters
  Score: Raw -36354473.873901 + Penalty 4123.961661 = -36350349.912240
  nChanged 83
		SP:Iteration 21Q (162546.090000 sec): 3 clusters
  Score: Raw -36354529.978769 + Penalty 4123.961661 = -36350406.017108
  nChanged 51
		SP:Iteration 22Q (162547.850000 sec): 3 clusters
  Score: Raw -36354570.689512 + Penalty 4123.961661 = -36350446.727850
  nChanged 43
		SP:Iteration 23Q (162549.390000 sec): 3 clusters
  Score: Raw -36354602.526617 + Penalty 4123.961661 = -36350478.564956
  nChanged 31
		SP:Iteration 24Q (162550.870000 sec): 3 clusters
  Score: Raw -36354622.695706 + Penalty 4123.961661 = -36350498.734045
  nChanged 15
		SP:Iteration 25Q (162552.490000 sec): 3 clusters
  Score: Raw -36354634.213016 + Penalty 4123.961661 = -36350510.251354
  nChanged 17
		SP:Iteration 26Q (162554.150000 sec): 3 clusters
  Score: Raw -36354646.087796 + Penalty 4123.961661 = -36350522.126135
  nChanged 10
		SP:Iteration 27Q (162555.660000 sec): 3 clusters
  Score: Raw -36354656.203542 + Penalty 4123.961661 = -36350532.241881
  nChanged 11
		SP:Iteration 28Q (162557.290000 sec): 3 clusters
  Score: Raw -36354664.831454 + Penalty 4123.961661 = -36350540.869792
  nChanged 6
		SP:Iteration 29Q (162558.890000 sec): 3 clusters
  Score: Raw -36354668.920635 + Penalty 4123.961661 = -36350544.958973
  nChanged 6
		SP:Iteration 30Q (162560.600000 sec): 3 clusters
  Score: Raw -36354675.059250 + Penalty 4123.961661 = -36350551.097589
  nChanged 11
		SP:Iteration 31Q (162562.360000 sec): 3 clusters
  Score: Raw -36354683.805262 + Penalty 4123.961661 = -36350559.843601
  nChanged 10
		SP:Iteration 32Q (162563.930000 sec): 3 clusters
  Score: Raw -36354692.591615 + Penalty 4123.961661 = -36350568.629954
  nChanged 7
		SP:Iteration 33Q (162565.620000 sec): 3 clusters
  Score: Raw -36354699.040124 + Penalty 4123.961661 = -36350575.078463
  nChanged 7
		SP:Iteration 34Q (162567.360000 sec): 3 clusters
  Score: Raw -36354703.719304 + Penalty 4123.961661 = -36350579.757643
  nChanged 3
		SP:Iteration 35Q (162569.050000 sec): 3 clusters
  Score: Raw -36354707.207270 + Penalty 4123.961661 = -36350583.245608
  nChanged 4
		SP:Iteration 36Q (162570.750000 sec): 3 clusters
  Score: Raw -36354709.766085 + Penalty 4123.961661 = -36350585.804424
  nChanged 2
		SP:Iteration 37Q (162572.490000 sec): 3 clusters
  Score: Raw -36354710.653024 + Penalty 4123.961661 = -36350586.691363
  nChanged 2
		SP:Iteration 38Q (162574.150000 sec): 3 clusters
  Score: Raw -36354712.181301 + Penalty 4123.961661 = -36350588.219639
  nChanged 1
		SP:Iteration 39Q (162575.920000 sec): 3 clusters
  Score: Raw -36354712.789493 + Penalty 4123.961661 = -36350588.827832
  nChanged 1
		SP:Iteration 40F (162577.810000 sec): 3 clusters
  Score: Raw -36354713.599221 + Penalty 4123.961661 = -36350589.637560
  nChanged 1
		SP:Iteration 41Q (162579.420000 sec): 3 clusters
  Score: Raw -36354713.878087 + Penalty 4123.961661 = -36350589.916426
  nChanged 0
		SP:Iteration 42F (162581.420000 sec): 3 clusters
  Score: Raw -36354713.878087 + Penalty 4123.961661 = -36350589.916426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 5 (23949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162581.810000 sec): 2 clusters
  Score: Raw -2601358.305485 + Penalty 1638.598300 = -2599719.707185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162582.120000 sec): 3 clusters
  Score: Raw -2586674.311415 + Penalty 3277.196601 = -2583397.114815
  nChanged 10902
		SP:Iteration 1F (162582.440000 sec): 3 clusters
  Score: Raw -2592795.215161 + Penalty 3277.196601 = -2589518.018560
  nChanged 1201
		SP:Iteration 2F (162582.780000 sec): 3 clusters
  Score: Raw -2593256.614363 + Penalty 3277.196601 = -2589979.417762
  nChanged 1233
		SP:Iteration 3F (162583.120000 sec): 3 clusters
  Score: Raw -2593880.957440 + Penalty 3277.196601 = -2590603.760839
  nChanged 1371
		SP:Iteration 4F (162583.420000 sec): 3 clusters
  Score: Raw -2594686.429281 + Penalty 3277.196601 = -2591409.232680
  nChanged 1517
		SP:Iteration 5F (162583.660000 sec): 3 clusters
  Score: Raw -2595666.647270 + Penalty 3277.196601 = -2592389.450669
  nChanged 1557
		SP:Iteration 6F (162583.930000 sec): 3 clusters
  Score: Raw -2596774.063712 + Penalty 3277.196601 = -2593496.867112
  nChanged 1493
		SP:Iteration 7F (162584.190000 sec): 3 clusters
  Score: Raw -2597877.914488 + Penalty 3277.196601 = -2594600.717887
  nChanged 1349
		SP:Iteration 8F (162584.490000 sec): 3 clusters
  Score: Raw -2598867.579188 + Penalty 3277.196601 = -2595590.382587
  nChanged 1088
		SP:Iteration 9Q (162584.830000 sec): 3 clusters
  Score: Raw -2599690.003972 + Penalty 3277.196601 = -2596412.807371
  nChanged 893
		SP:Iteration 10Q (162585.170000 sec): 3 clusters
  Score: Raw -2600405.311282 + Penalty 3277.196601 = -2597128.114681
  nChanged 658
		SP:Iteration 11Q (162585.480000 sec): 3 clusters
  Score: Raw -2600921.643624 + Penalty 3277.196601 = -2597644.447024
  nChanged 426
		SP:Iteration 12Q (162585.810000 sec): 3 clusters
  Score: Raw -2601236.722630 + Penalty 3277.196601 = -2597959.526029
  nChanged 257
		SP:Iteration 13Q (162586.100000 sec): 3 clusters
  Score: Raw -2601438.222419 + Penalty 3277.196601 = -2598161.025818
  nChanged 143
		SP:Iteration 14Q (162586.400000 sec): 3 clusters
  Score: Raw -2601537.746121 + Penalty 3277.196601 = -2598260.549520
  nChanged 78
		SP:Iteration 15Q (162586.700000 sec): 3 clusters
  Score: Raw -2601586.132565 + Penalty 3277.196601 = -2598308.935964
  nChanged 47
		SP:Iteration 16Q (162586.990000 sec): 3 clusters
  Score: Raw -2601617.272988 + Penalty 3277.196601 = -2598340.076387
  nChanged 35
		SP:Iteration 17Q (162587.240000 sec): 3 clusters
  Score: Raw -2601641.585703 + Penalty 3277.196601 = -2598364.389103
  nChanged 23
		SP:Iteration 18Q (162587.530000 sec): 3 clusters
  Score: Raw -2601654.084068 + Penalty 3277.196601 = -2598376.887468
  nChanged 24
		SP:Iteration 19Q (162587.880000 sec): 3 clusters
  Score: Raw -2601668.925782 + Penalty 3277.196601 = -2598391.729182
  nChanged 16
		SP:Iteration 20F (162588.160000 sec): 3 clusters
  Score: Raw -2601681.086746 + Penalty 3277.196601 = -2598403.890145
  nChanged 17
		SP:Iteration 21Q (162588.390000 sec): 3 clusters
  Score: Raw -2601689.316712 + Penalty 3277.196601 = -2598412.120111
  nChanged 4
		SP:Iteration 22Q (162588.680000 sec): 3 clusters
  Score: Raw -2601691.170234 + Penalty 3277.196601 = -2598413.973634
  nChanged 6
		SP:Iteration 23Q (162588.910000 sec): 3 clusters
  Score: Raw -2601694.393768 + Penalty 3277.196601 = -2598417.197168
  nChanged 7
		SP:Iteration 24Q (162589.180000 sec): 3 clusters
  Score: Raw -2601699.119299 + Penalty 3277.196601 = -2598421.922698
  nChanged 6
		SP:Iteration 25Q (162589.480000 sec): 3 clusters
  Score: Raw -2601702.636545 + Penalty 3277.196601 = -2598425.439944
  nChanged 3
		SP:Iteration 26Q (162589.710000 sec): 3 clusters
  Score: Raw -2601704.163837 + Penalty 3277.196601 = -2598426.967237
  nChanged 6
		SP:Iteration 27Q (162590.000000 sec): 3 clusters
  Score: Raw -2601707.503557 + Penalty 3277.196601 = -2598430.306956
  nChanged 1
		SP:Iteration 28Q (162590.290000 sec): 3 clusters
  Score: Raw -2601708.214768 + Penalty 3277.196601 = -2598431.018168
  nChanged 3
		SP:Iteration 29Q (162590.570000 sec): 3 clusters
  Score: Raw -2601709.448342 + Penalty 3277.196601 = -2598432.251741
  nChanged 4
		SP:Iteration 30Q (162590.860000 sec): 3 clusters
  Score: Raw -2601711.452846 + Penalty 3277.196601 = -2598434.256245
  nChanged 5
		SP:Iteration 31Q (162591.150000 sec): 3 clusters
  Score: Raw -2601712.659196 + Penalty 3277.196601 = -2598435.462596
  nChanged 0
		SP:Iteration 32F (162591.470000 sec): 3 clusters
  Score: Raw -2601712.659196 + Penalty 3277.196601 = -2598435.462596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 6 (8172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162591.570000 sec): 2 clusters
  Score: Raw -893467.794136 + Penalty 1463.876205 = -892003.917930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162591.770000 sec): 3 clusters
  Score: Raw -888930.583353 + Penalty 2927.752411 = -886002.830942
  nChanged 3507
		SP:Iteration 1F (162591.970000 sec): 3 clusters
  Score: Raw -890836.880973 + Penalty 2927.752411 = -887909.128563
  nChanged 542
		SP:Iteration 2F (162592.170000 sec): 3 clusters
  Score: Raw -891080.091577 + Penalty 2927.752411 = -888152.339166
  nChanged 454
		SP:Iteration 3F (162592.350000 sec): 3 clusters
  Score: Raw -891284.524941 + Penalty 2927.752411 = -888356.772530
  nChanged 400
		SP:Iteration 4Q (162592.530000 sec): 3 clusters
  Score: Raw -891471.538015 + Penalty 2927.752411 = -888543.785605
  nChanged 380
		SP:Iteration 5Q (162592.740000 sec): 3 clusters
  Score: Raw -891652.384444 + Penalty 2927.752411 = -888724.632033
  nChanged 361
		SP:Iteration 6Q (162592.950000 sec): 3 clusters
  Score: Raw -891819.340218 + Penalty 2927.752411 = -888891.587807
  nChanged 315
		SP:Iteration 7Q (162593.170000 sec): 3 clusters
  Score: Raw -891955.433475 + Penalty 2927.752411 = -889027.681065
  nChanged 279
		SP:Iteration 8Q (162593.390000 sec): 3 clusters
  Score: Raw -892076.474945 + Penalty 2927.752411 = -889148.722535
  nChanged 247
		SP:Iteration 9Q (162593.580000 sec): 3 clusters
  Score: Raw -892180.564969 + Penalty 2927.752411 = -889252.812558
  nChanged 240
		SP:Iteration 10Q (162593.760000 sec): 3 clusters
  Score: Raw -892283.840730 + Penalty 2927.752411 = -889356.088319
  nChanged 239
		SP:Iteration 11Q (162593.950000 sec): 3 clusters
  Score: Raw -892393.097975 + Penalty 2927.752411 = -889465.345565
  nChanged 220
		SP:Iteration 12Q (162594.190000 sec): 3 clusters
  Score: Raw -892485.496003 + Penalty 2927.752411 = -889557.743592
  nChanged 197
		SP:Iteration 13Q (162594.350000 sec): 3 clusters
  Score: Raw -892578.375592 + Penalty 2927.752411 = -889650.623182
  nChanged 185
		SP:Iteration 14Q (162594.550000 sec): 3 clusters
  Score: Raw -892662.635948 + Penalty 2927.752411 = -889734.883537
  nChanged 155
		SP:Iteration 15Q (162594.740000 sec): 3 clusters
  Score: Raw -892735.730913 + Penalty 2927.752411 = -889807.978503
  nChanged 146
		SP:Iteration 16Q (162594.950000 sec): 3 clusters
  Score: Raw -892810.981281 + Penalty 2927.752411 = -889883.228870
  nChanged 150
		SP:Iteration 17Q (162595.130000 sec): 3 clusters
  Score: Raw -892879.299113 + Penalty 2927.752411 = -889951.546703
  nChanged 121
		SP:Iteration 18Q (162595.330000 sec): 3 clusters
  Score: Raw -892939.324728 + Penalty 2927.752411 = -890011.572317
  nChanged 131
		SP:Iteration 19Q (162595.540000 sec): 3 clusters
  Score: Raw -893011.616501 + Penalty 2927.752411 = -890083.864090
  nChanged 121
		SP:Iteration 20F (162595.710000 sec): 3 clusters
  Score: Raw -893087.049453 + Penalty 2927.752411 = -890159.297043
  nChanged 125
		SP:Iteration 21Q (162595.930000 sec): 3 clusters
  Score: Raw -893161.958091 + Penalty 2927.752411 = -890234.205680
  nChanged 115
		SP:Iteration 22Q (162596.130000 sec): 3 clusters
  Score: Raw -893232.973130 + Penalty 2927.752411 = -890305.220719
  nChanged 110
		SP:Iteration 23Q (162596.350000 sec): 3 clusters
  Score: Raw -893305.264839 + Penalty 2927.752411 = -890377.512428
  nChanged 87
		SP:Iteration 24Q (162596.510000 sec): 3 clusters
  Score: Raw -893356.756690 + Penalty 2927.752411 = -890429.004279
  nChanged 74
		SP:Iteration 25Q (162596.770000 sec): 3 clusters
  Score: Raw -893402.787079 + Penalty 2927.752411 = -890475.034668
  nChanged 62
		SP:Iteration 26Q (162596.960000 sec): 3 clusters
  Score: Raw -893441.684127 + Penalty 2927.752411 = -890513.931717
  nChanged 52
		SP:Iteration 27Q (162597.150000 sec): 3 clusters
  Score: Raw -893470.429571 + Penalty 2927.752411 = -890542.677160
  nChanged 38
		SP:Iteration 28Q (162597.340000 sec): 3 clusters
  Score: Raw -893497.792915 + Penalty 2927.752411 = -890570.040504
  nChanged 32
		SP:Iteration 29Q (162597.590000 sec): 3 clusters
  Score: Raw -893518.753892 + Penalty 2927.752411 = -890591.001481
  nChanged 18
		SP:Iteration 30Q (162597.730000 sec): 3 clusters
  Score: Raw -893532.240323 + Penalty 2927.752411 = -890604.487912
  nChanged 14
		SP:Iteration 31Q (162597.930000 sec): 3 clusters
  Score: Raw -893542.332038 + Penalty 2927.752411 = -890614.579628
  nChanged 13
		SP:Iteration 32Q (162598.160000 sec): 3 clusters
  Score: Raw -893551.719193 + Penalty 2927.752411 = -890623.966782
  nChanged 11
		SP:Iteration 33Q (162598.340000 sec): 3 clusters
  Score: Raw -893558.972124 + Penalty 2927.752411 = -890631.219713
  nChanged 9
		SP:Iteration 34Q (162598.570000 sec): 3 clusters
  Score: Raw -893567.632056 + Penalty 2927.752411 = -890639.879646
  nChanged 12
		SP:Iteration 35Q (162598.750000 sec): 3 clusters
  Score: Raw -893577.190155 + Penalty 2927.752411 = -890649.437744
  nChanged 12
		SP:Iteration 36Q (162598.970000 sec): 3 clusters
  Score: Raw -893584.337359 + Penalty 2927.752411 = -890656.584948
  nChanged 9
		SP:Iteration 37Q (162599.140000 sec): 3 clusters
  Score: Raw -893591.065473 + Penalty 2927.752411 = -890663.313063
  nChanged 6
		SP:Iteration 38Q (162599.380000 sec): 3 clusters
  Score: Raw -893595.525129 + Penalty 2927.752411 = -890667.772718
  nChanged 5
		SP:Iteration 39Q (162599.540000 sec): 3 clusters
  Score: Raw -893598.606395 + Penalty 2927.752411 = -890670.853985
  nChanged 5
		SP:Iteration 40F (162599.770000 sec): 3 clusters
  Score: Raw -893603.725641 + Penalty 2927.752411 = -890675.973230
  nChanged 6
		SP:Iteration 41Q (162599.990000 sec): 3 clusters
  Score: Raw -893607.756110 + Penalty 2927.752411 = -890680.003700
  nChanged 4
		SP:Iteration 42Q (162600.140000 sec): 3 clusters
  Score: Raw -893610.665396 + Penalty 2927.752411 = -890682.912986
  nChanged 5
		SP:Iteration 43Q (162600.380000 sec): 3 clusters
  Score: Raw -893614.913027 + Penalty 2927.752411 = -890687.160616
  nChanged 5
		SP:Iteration 44Q (162600.590000 sec): 3 clusters
  Score: Raw -893617.690954 + Penalty 2927.752411 = -890689.938543
  nChanged 0
		SP:Iteration 45F (162600.780000 sec): 3 clusters
  Score: Raw -893617.690954 + Penalty 2927.752411 = -890689.938543
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 7 (99386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162601.300000 sec): 2 clusters
  Score: Raw -10946534.378585 + Penalty 1869.849562 = -10944664.529023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162601.880000 sec): 3 clusters
  Score: Raw -10881757.403112 + Penalty 3739.699125 = -10878017.703987
  nChanged 47375
		SP:Iteration 1F (162602.470000 sec): 3 clusters
  Score: Raw -10909387.455088 + Penalty 3739.699125 = -10905647.755964
  nChanged 3182
		SP:Iteration 2Q (162603.110000 sec): 3 clusters
  Score: Raw -10910157.381009 + Penalty 3739.699125 = -10906417.681884
  nChanged 3348
		SP:Iteration 3Q (162603.790000 sec): 3 clusters
  Score: Raw -10911061.940318 + Penalty 3739.699125 = -10907322.241194
  nChanged 3595
		SP:Iteration 4Q (162604.440000 sec): 3 clusters
  Score: Raw -10912241.183190 + Penalty 3739.699125 = -10908501.484066
  nChanged 3964
		SP:Iteration 5Q (162605.080000 sec): 3 clusters
  Score: Raw -10913809.398795 + Penalty 3739.699125 = -10910069.699670
  nChanged 4592
		SP:Iteration 6Q (162605.720000 sec): 3 clusters
  Score: Raw -10916074.881563 + Penalty 3739.699125 = -10912335.182438
  nChanged 5325
		SP:Iteration 7F (162606.300000 sec): 3 clusters
  Score: Raw -10919267.215010 + Penalty 3739.699125 = -10915527.515886
  nChanged 5770
		SP:Iteration 8F (162606.950000 sec): 3 clusters
  Score: Raw -10923134.007502 + Penalty 3739.699125 = -10919394.308377
  nChanged 5665
		SP:Iteration 9F (162607.620000 sec): 3 clusters
  Score: Raw -10927018.166237 + Penalty 3739.699125 = -10923278.467112
  nChanged 4992
		SP:Iteration 10F (162608.350000 sec): 3 clusters
  Score: Raw -10929990.586959 + Penalty 3739.699125 = -10926250.887834
  nChanged 3911
		SP:Iteration 11Q (162609.030000 sec): 3 clusters
  Score: Raw -10931855.976041 + Penalty 3739.699125 = -10928116.276916
  nChanged 2889
		SP:Iteration 12Q (162609.660000 sec): 3 clusters
  Score: Raw -10933075.337322 + Penalty 3739.699125 = -10929335.638197
  nChanged 2398
		SP:Iteration 13Q (162610.240000 sec): 3 clusters
  Score: Raw -10934082.957998 + Penalty 3739.699125 = -10930343.258873
  nChanged 2340
		SP:Iteration 14Q (162610.890000 sec): 3 clusters
  Score: Raw -10935145.571386 + Penalty 3739.699125 = -10931405.872262
  nChanged 2399
		SP:Iteration 15Q (162611.560000 sec): 3 clusters
  Score: Raw -10936330.451286 + Penalty 3739.699125 = -10932590.752161
  nChanged 2371
		SP:Iteration 16Q (162612.210000 sec): 3 clusters
  Score: Raw -10937611.121147 + Penalty 3739.699125 = -10933871.422022
  nChanged 2338
		SP:Iteration 17Q (162612.840000 sec): 3 clusters
  Score: Raw -10938962.486876 + Penalty 3739.699125 = -10935222.787751
  nChanged 2148
		SP:Iteration 18Q (162613.420000 sec): 3 clusters
  Score: Raw -10940328.770289 + Penalty 3739.699125 = -10936589.071165
  nChanged 1970
		SP:Iteration 19Q (162613.980000 sec): 3 clusters
  Score: Raw -10941663.606693 + Penalty 3739.699125 = -10937923.907568
  nChanged 1738
		SP:Iteration 20F (162614.610000 sec): 3 clusters
  Score: Raw -10942875.780177 + Penalty 3739.699125 = -10939136.081052
  nChanged 1404
		SP:Iteration 21Q (162615.150000 sec): 3 clusters
  Score: Raw -10943895.724175 + Penalty 3739.699125 = -10940156.025050
  nChanged 1154
		SP:Iteration 22Q (162615.690000 sec): 3 clusters
  Score: Raw -10944785.703661 + Penalty 3739.699125 = -10941046.004536
  nChanged 838
		SP:Iteration 23Q (162616.190000 sec): 3 clusters
  Score: Raw -10945458.154085 + Penalty 3739.699125 = -10941718.454961
  nChanged 572
		SP:Iteration 24Q (162616.770000 sec): 3 clusters
  Score: Raw -10945914.987249 + Penalty 3739.699125 = -10942175.288125
  nChanged 399
		SP:Iteration 25Q (162617.350000 sec): 3 clusters
  Score: Raw -10946236.124086 + Penalty 3739.699125 = -10942496.424961
  nChanged 295
		SP:Iteration 26Q (162617.910000 sec): 3 clusters
  Score: Raw -10946459.164754 + Penalty 3739.699125 = -10942719.465629
  nChanged 210
		SP:Iteration 27Q (162618.440000 sec): 3 clusters
  Score: Raw -10946617.346062 + Penalty 3739.699125 = -10942877.646937
  nChanged 167
		SP:Iteration 28Q (162618.990000 sec): 3 clusters
  Score: Raw -10946720.300820 + Penalty 3739.699125 = -10942980.601695
  nChanged 127
		SP:Iteration 29Q (162619.560000 sec): 3 clusters
  Score: Raw -10946784.663002 + Penalty 3739.699125 = -10943044.963877
  nChanged 102
		SP:Iteration 30Q (162620.150000 sec): 3 clusters
  Score: Raw -10946831.925095 + Penalty 3739.699125 = -10943092.225970
  nChanged 72
		SP:Iteration 31Q (162620.720000 sec): 3 clusters
  Score: Raw -10946865.507989 + Penalty 3739.699125 = -10943125.808864
  nChanged 48
		SP:Iteration 32Q (162621.250000 sec): 3 clusters
  Score: Raw -10946890.577979 + Penalty 3739.699125 = -10943150.878854
  nChanged 46
		SP:Iteration 33Q (162621.770000 sec): 3 clusters
  Score: Raw -10946908.079204 + Penalty 3739.699125 = -10943168.380079
  nChanged 32
		SP:Iteration 34Q (162622.310000 sec): 3 clusters
  Score: Raw -10946918.159014 + Penalty 3739.699125 = -10943178.459889
  nChanged 21
		SP:Iteration 35Q (162622.790000 sec): 3 clusters
  Score: Raw -10946926.061279 + Penalty 3739.699125 = -10943186.362154
  nChanged 15
		SP:Iteration 36Q (162623.290000 sec): 3 clusters
  Score: Raw -10946931.606392 + Penalty 3739.699125 = -10943191.907267
  nChanged 12
		SP:Iteration 37Q (162623.840000 sec): 3 clusters
  Score: Raw -10946934.144147 + Penalty 3739.699125 = -10943194.445022
  nChanged 9
		SP:Iteration 38Q (162624.430000 sec): 3 clusters
  Score: Raw -10946935.797186 + Penalty 3739.699125 = -10943196.098061
  nChanged 4
		SP:Iteration 39Q (162624.980000 sec): 3 clusters
  Score: Raw -10946936.969052 + Penalty 3739.699125 = -10943197.269927
  nChanged 2
		SP:Iteration 40F (162625.580000 sec): 3 clusters
  Score: Raw -10946938.623374 + Penalty 3739.699125 = -10943198.924249
  nChanged 4
		SP:Iteration 41Q (162626.140000 sec): 3 clusters
  Score: Raw -10946939.576933 + Penalty 3739.699125 = -10943199.877808
  nChanged 1
		SP:Iteration 42Q (162626.800000 sec): 3 clusters
  Score: Raw -10946939.914809 + Penalty 3739.699125 = -10943200.215684
  nChanged 0
		SP:Iteration 43F (162627.500000 sec): 3 clusters
  Score: Raw -10946939.914809 + Penalty 3739.699125 = -10943200.215684
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 8 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162627.650000 sec): 2 clusters
  Score: Raw -110504.541917 + Penalty 1129.351674 = -109375.190243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162627.850000 sec): 3 clusters
  Score: Raw -110203.416927 + Penalty 2258.703348 = -107944.713579
  nChanged 342
		SP:Iteration 1F (162628.050000 sec): 3 clusters
  Score: Raw -110533.863678 + Penalty 2258.703348 = -108275.160330
  nChanged 82
		SP:Iteration 2F (162628.180000 sec): 3 clusters
  Score: Raw -110628.531123 + Penalty 2258.703348 = -108369.827775
  nChanged 50
		SP:Iteration 3Q (162628.370000 sec): 3 clusters
  Score: Raw -110689.212967 + Penalty 2258.703348 = -108430.509619
  nChanged 22
		SP:Iteration 4Q (162628.560000 sec): 3 clusters
  Score: Raw -110722.255891 + Penalty 2258.703348 = -108463.552543
  nChanged 21
		SP:Iteration 5Q (162628.750000 sec): 3 clusters
  Score: Raw -110737.617224 + Penalty 2258.703348 = -108478.913876
  nChanged 15
		SP:Iteration 6Q (162628.940000 sec): 3 clusters
  Score: Raw -110750.124932 + Penalty 2258.703348 = -108491.421584
  nChanged 8
		SP:Iteration 7Q (162629.110000 sec): 3 clusters
  Score: Raw -110758.044559 + Penalty 2258.703348 = -108499.341211
  nChanged 6
		SP:Iteration 8Q (162629.310000 sec): 3 clusters
  Score: Raw -110761.201364 + Penalty 2258.703348 = -108502.498016
  nChanged 5
		SP:Iteration 9Q (162629.470000 sec): 3 clusters
  Score: Raw -110765.100351 + Penalty 2258.703348 = -108506.397003
  nChanged 4
		SP:Iteration 10Q (162629.650000 sec): 3 clusters
  Score: Raw -110768.405352 + Penalty 2258.703348 = -108509.702004
  nChanged 6
		SP:Iteration 11Q (162629.800000 sec): 3 clusters
  Score: Raw -110773.424086 + Penalty 2258.703348 = -108514.720738
  nChanged 7
		SP:Iteration 12Q (162630.020000 sec): 3 clusters
  Score: Raw -110780.522210 + Penalty 2258.703348 = -108521.818862
  nChanged 8
		SP:Iteration 13Q (162630.170000 sec): 3 clusters
  Score: Raw -110788.136327 + Penalty 2258.703348 = -108529.432979
  nChanged 4
		SP:Iteration 14Q (162630.350000 sec): 3 clusters
  Score: Raw -110792.714010 + Penalty 2258.703348 = -108534.010662
  nChanged 4
		SP:Iteration 15Q (162630.540000 sec): 3 clusters
  Score: Raw -110795.543868 + Penalty 2258.703348 = -108536.840520
  nChanged 4
		SP:Iteration 16Q (162630.730000 sec): 3 clusters
  Score: Raw -110800.539609 + Penalty 2258.703348 = -108541.836261
  nChanged 8
		SP:Iteration 17Q (162630.920000 sec): 3 clusters
  Score: Raw -110807.520148 + Penalty 2258.703348 = -108548.816800
  nChanged 10
		SP:Iteration 18Q (162631.110000 sec): 3 clusters
  Score: Raw -110815.765549 + Penalty 2258.703348 = -108557.062201
  nChanged 7
		SP:Iteration 19Q (162631.280000 sec): 3 clusters
  Score: Raw -110827.741309 + Penalty 2258.703348 = -108569.037961
  nChanged 12
		SP:Iteration 20F (162631.430000 sec): 3 clusters
  Score: Raw -110842.014759 + Penalty 2258.703348 = -108583.311411
  nChanged 14
		SP:Iteration 21Q (162631.610000 sec): 3 clusters
  Score: Raw -110859.561515 + Penalty 2258.703348 = -108600.858167
  nChanged 12
		SP:Iteration 22Q (162631.810000 sec): 3 clusters
  Score: Raw -110875.456117 + Penalty 2258.703348 = -108616.752769
  nChanged 11
		SP:Iteration 23Q (162632.020000 sec): 3 clusters
  Score: Raw -110891.525590 + Penalty 2258.703348 = -108632.822242
  nChanged 12
		SP:Iteration 24Q (162632.200000 sec): 3 clusters
  Score: Raw -110915.423204 + Penalty 2258.703348 = -108656.719856
  nChanged 14
		SP:Iteration 25Q (162632.370000 sec): 3 clusters
  Score: Raw -110944.603619 + Penalty 2258.703348 = -108685.900271
  nChanged 13
		SP:Iteration 26Q (162632.560000 sec): 3 clusters
  Score: Raw -110962.064015 + Penalty 2258.703348 = -108703.360667
  nChanged 12
		SP:Iteration 27Q (162632.700000 sec): 3 clusters
  Score: Raw -110971.742884 + Penalty 2258.703348 = -108713.039536
  nChanged 8
		SP:Iteration 28Q (162632.870000 sec): 3 clusters
  Score: Raw -110980.443631 + Penalty 2258.703348 = -108721.740283
  nChanged 4
		SP:Iteration 29Q (162633.080000 sec): 3 clusters
  Score: Raw -110982.659993 + Penalty 2258.703348 = -108723.956645
  nChanged 1
		SP:Iteration 30Q (162633.230000 sec): 3 clusters
  Score: Raw -110983.067002 + Penalty 2258.703348 = -108724.363654
  nChanged 0
		SP:Iteration 31F (162633.410000 sec): 3 clusters
  Score: Raw -110983.067002 + Penalty 2258.703348 = -108724.363654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 9 (11482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162633.540000 sec): 2 clusters
  Score: Raw -1323313.278296 + Penalty 1519.137079 = -1321794.141217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162633.800000 sec): 3 clusters
  Score: Raw -1316743.393329 + Penalty 3038.274158 = -1313705.119171
  nChanged 4964
		SP:Iteration 1F (162634.030000 sec): 3 clusters
  Score: Raw -1319451.093746 + Penalty 3038.274158 = -1316412.819588
  nChanged 651
		SP:Iteration 2F (162634.210000 sec): 3 clusters
  Score: Raw -1319720.053127 + Penalty 3038.274158 = -1316681.778969
  nChanged 557
		SP:Iteration 3Q (162634.460000 sec): 3 clusters
  Score: Raw -1319929.156491 + Penalty 3038.274158 = -1316890.882333
  nChanged 486
		SP:Iteration 4Q (162634.650000 sec): 3 clusters
  Score: Raw -1320144.638898 + Penalty 3038.274158 = -1317106.364740
  nChanged 512
		SP:Iteration 5Q (162634.870000 sec): 3 clusters
  Score: Raw -1320416.015572 + Penalty 3038.274158 = -1317377.741414
  nChanged 563
		SP:Iteration 6Q (162635.080000 sec): 3 clusters
  Score: Raw -1320760.664420 + Penalty 3038.274158 = -1317722.390262
  nChanged 632
		SP:Iteration 7F (162635.330000 sec): 3 clusters
  Score: Raw -1321217.068514 + Penalty 3038.274158 = -1318178.794356
  nChanged 655
		SP:Iteration 8F (162635.520000 sec): 3 clusters
  Score: Raw -1321741.159295 + Penalty 3038.274158 = -1318702.885137
  nChanged 641
		SP:Iteration 9F (162635.760000 sec): 3 clusters
  Score: Raw -1322302.873829 + Penalty 3038.274158 = -1319264.599671
  nChanged 481
		SP:Iteration 10Q (162635.950000 sec): 3 clusters
  Score: Raw -1322747.630466 + Penalty 3038.274158 = -1319709.356308
  nChanged 325
		SP:Iteration 11Q (162636.170000 sec): 3 clusters
  Score: Raw -1323064.826643 + Penalty 3038.274158 = -1320026.552485
  nChanged 199
		SP:Iteration 12Q (162636.400000 sec): 3 clusters
  Score: Raw -1323259.713373 + Penalty 3038.274158 = -1320221.439215
  nChanged 91
		SP:Iteration 13Q (162636.580000 sec): 3 clusters
  Score: Raw -1323360.383350 + Penalty 3038.274158 = -1320322.109192
  nChanged 51
		SP:Iteration 14Q (162636.830000 sec): 3 clusters
  Score: Raw -1323444.758285 + Penalty 3038.274158 = -1320406.484127
  nChanged 31
		SP:Iteration 15Q (162637.000000 sec): 3 clusters
  Score: Raw -1323488.851103 + Penalty 3038.274158 = -1320450.576945
  nChanged 18
		SP:Iteration 16Q (162637.250000 sec): 3 clusters
  Score: Raw -1323511.559313 + Penalty 3038.274158 = -1320473.285155
  nChanged 9
		SP:Iteration 17Q (162637.430000 sec): 3 clusters
  Score: Raw -1323523.631899 + Penalty 3038.274158 = -1320485.357741
  nChanged 4
		SP:Iteration 18Q (162637.650000 sec): 3 clusters
  Score: Raw -1323526.490321 + Penalty 3038.274158 = -1320488.216163
  nChanged 2
		SP:Iteration 19Q (162637.860000 sec): 3 clusters
  Score: Raw -1323527.401242 + Penalty 3038.274158 = -1320489.127084
  nChanged 1
		SP:Iteration 20F (162638.030000 sec): 3 clusters
  Score: Raw -1323528.770626 + Penalty 3038.274158 = -1320490.496468
  nChanged 1
		SP:Iteration 21Q (162638.200000 sec): 3 clusters
  Score: Raw -1323530.291828 + Penalty 3038.274158 = -1320492.017670
  nChanged 2
		SP:Iteration 22Q (162638.410000 sec): 3 clusters
  Score: Raw -1323532.656118 + Penalty 3038.274158 = -1320494.381960
  nChanged 2
		SP:Iteration 23Q (162638.600000 sec): 3 clusters
  Score: Raw -1323536.020673 + Penalty 3038.274158 = -1320497.746515
  nChanged 3
		SP:Iteration 24Q (162638.870000 sec): 3 clusters
  Score: Raw -1323538.850817 + Penalty 3038.274158 = -1320500.576659
  nChanged 1
		SP:Iteration 25Q (162639.070000 sec): 3 clusters
  Score: Raw -1323539.830132 + Penalty 3038.274158 = -1320501.555974
  nChanged 2
		SP:Iteration 26Q (162639.260000 sec): 3 clusters
  Score: Raw -1323542.330712 + Penalty 3038.274158 = -1320504.056554
  nChanged 0
		SP:Iteration 27F (162639.470000 sec): 3 clusters
  Score: Raw -1323542.330712 + Penalty 3038.274158 = -1320504.056554
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 10 (23353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162639.680000 sec): 2 clusters
  Score: Raw -2564762.278122 + Penalty 1634.503119 = -2563127.775003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162640.000000 sec): 3 clusters
  Score: Raw -2550465.632912 + Penalty 3269.006239 = -2547196.626673
  nChanged 10616
		SP:Iteration 1F (162640.320000 sec): 3 clusters
  Score: Raw -2556396.172596 + Penalty 3269.006239 = -2553127.166358
  nChanged 1119
		SP:Iteration 2Q (162640.690000 sec): 3 clusters
  Score: Raw -2556791.787140 + Penalty 3269.006239 = -2553522.780901
  nChanged 1049
		SP:Iteration 3Q (162641.010000 sec): 3 clusters
  Score: Raw -2557161.828005 + Penalty 3269.006239 = -2553892.821766
  nChanged 1001
		SP:Iteration 4Q (162641.320000 sec): 3 clusters
  Score: Raw -2557501.369182 + Penalty 3269.006239 = -2554232.362943
  nChanged 948
		SP:Iteration 5Q (162641.670000 sec): 3 clusters
  Score: Raw -2557856.629777 + Penalty 3269.006239 = -2554587.623538
  nChanged 940
		SP:Iteration 6Q (162642.020000 sec): 3 clusters
  Score: Raw -2558245.322516 + Penalty 3269.006239 = -2554976.316278
  nChanged 965
		SP:Iteration 7Q (162642.330000 sec): 3 clusters
  Score: Raw -2558691.177151 + Penalty 3269.006239 = -2555422.170912
  nChanged 989
		SP:Iteration 8Q (162642.700000 sec): 3 clusters
  Score: Raw -2559222.570225 + Penalty 3269.006239 = -2555953.563987
  nChanged 1064
		SP:Iteration 9Q (162643.060000 sec): 3 clusters
  Score: Raw -2559889.811109 + Penalty 3269.006239 = -2556620.804870
  nChanged 1107
		SP:Iteration 10Q (162643.380000 sec): 3 clusters
  Score: Raw -2560604.421074 + Penalty 3269.006239 = -2557335.414835
  nChanged 1075
		SP:Iteration 11Q (162643.690000 sec): 3 clusters
  Score: Raw -2561211.012962 + Penalty 3269.006239 = -2557942.006723
  nChanged 888
		SP:Iteration 12Q (162643.990000 sec): 3 clusters
  Score: Raw -2561642.939902 + Penalty 3269.006239 = -2558373.933663
  nChanged 654
		SP:Iteration 13Q (162644.310000 sec): 3 clusters
  Score: Raw -2561889.057496 + Penalty 3269.006239 = -2558620.051257
  nChanged 474
		SP:Iteration 14Q (162644.620000 sec): 3 clusters
  Score: Raw -2562050.115461 + Penalty 3269.006239 = -2558781.109222
  nChanged 379
		SP:Iteration 15Q (162644.950000 sec): 3 clusters
  Score: Raw -2562179.807437 + Penalty 3269.006239 = -2558910.801198
  nChanged 346
		SP:Iteration 16Q (162645.270000 sec): 3 clusters
  Score: Raw -2562291.664722 + Penalty 3269.006239 = -2559022.658483
  nChanged 327
		SP:Iteration 17Q (162645.570000 sec): 3 clusters
  Score: Raw -2562396.072701 + Penalty 3269.006239 = -2559127.066462
  nChanged 317
		SP:Iteration 18Q (162645.830000 sec): 3 clusters
  Score: Raw -2562510.973849 + Penalty 3269.006239 = -2559241.967610
  nChanged 349
		SP:Iteration 19Q (162646.170000 sec): 3 clusters
  Score: Raw -2562646.636619 + Penalty 3269.006239 = -2559377.630380
  nChanged 367
		SP:Iteration 20F (162646.450000 sec): 3 clusters
  Score: Raw -2562797.849194 + Penalty 3269.006239 = -2559528.842956
  nChanged 359
		SP:Iteration 21Q (162646.750000 sec): 3 clusters
  Score: Raw -2562946.317101 + Penalty 3269.006239 = -2559677.310863
  nChanged 327
		SP:Iteration 22Q (162647.050000 sec): 3 clusters
  Score: Raw -2563085.917139 + Penalty 3269.006239 = -2559816.910901
  nChanged 345
		SP:Iteration 23Q (162647.320000 sec): 3 clusters
  Score: Raw -2563255.650837 + Penalty 3269.006239 = -2559986.644598
  nChanged 330
		SP:Iteration 24Q (162647.630000 sec): 3 clusters
  Score: Raw -2563408.874884 + Penalty 3269.006239 = -2560139.868645
  nChanged 311
		SP:Iteration 25Q (162647.900000 sec): 3 clusters
  Score: Raw -2563547.783833 + Penalty 3269.006239 = -2560278.777595
  nChanged 302
		SP:Iteration 26Q (162648.190000 sec): 3 clusters
  Score: Raw -2563687.069522 + Penalty 3269.006239 = -2560418.063283
  nChanged 280
		SP:Iteration 27Q (162648.470000 sec): 3 clusters
  Score: Raw -2563808.720788 + Penalty 3269.006239 = -2560539.714549
  nChanged 278
		SP:Iteration 28Q (162648.770000 sec): 3 clusters
  Score: Raw -2563927.525062 + Penalty 3269.006239 = -2560658.518823
  nChanged 254
		SP:Iteration 29Q (162649.090000 sec): 3 clusters
  Score: Raw -2564024.911552 + Penalty 3269.006239 = -2560755.905314
  nChanged 203
		SP:Iteration 30Q (162649.400000 sec): 3 clusters
  Score: Raw -2564089.312704 + Penalty 3269.006239 = -2560820.306465
  nChanged 165
		SP:Iteration 31Q (162649.680000 sec): 3 clusters
  Score: Raw -2564139.391029 + Penalty 3269.006239 = -2560870.384790
  nChanged 167
		SP:Iteration 32Q (162649.970000 sec): 3 clusters
  Score: Raw -2564187.969324 + Penalty 3269.006239 = -2560918.963086
  nChanged 143
		SP:Iteration 33Q (162650.280000 sec): 3 clusters
  Score: Raw -2564226.094659 + Penalty 3269.006239 = -2560957.088420
  nChanged 135
		SP:Iteration 34Q (162650.550000 sec): 3 clusters
  Score: Raw -2564261.736926 + Penalty 3269.006239 = -2560992.730687
  nChanged 123
		SP:Iteration 35Q (162650.820000 sec): 3 clusters
  Score: Raw -2564296.251402 + Penalty 3269.006239 = -2561027.245163
  nChanged 130
		SP:Iteration 36Q (162651.120000 sec): 3 clusters
  Score: Raw -2564332.074988 + Penalty 3269.006239 = -2561063.068749
  nChanged 105
		SP:Iteration 37Q (162651.380000 sec): 3 clusters
  Score: Raw -2564355.811415 + Penalty 3269.006239 = -2561086.805176
  nChanged 93
		SP:Iteration 38Q (162651.660000 sec): 3 clusters
  Score: Raw -2564380.942849 + Penalty 3269.006239 = -2561111.936610
  nChanged 98
		SP:Iteration 39Q (162651.930000 sec): 3 clusters
  Score: Raw -2564408.542941 + Penalty 3269.006239 = -2561139.536702
  nChanged 108
		SP:Iteration 40F (162652.220000 sec): 3 clusters
  Score: Raw -2564437.842414 + Penalty 3269.006239 = -2561168.836175
  nChanged 100
		SP:Iteration 41Q (162652.530000 sec): 3 clusters
  Score: Raw -2564466.914098 + Penalty 3269.006239 = -2561197.907859
  nChanged 108
		SP:Iteration 42Q (162652.800000 sec): 3 clusters
  Score: Raw -2564495.096297 + Penalty 3269.006239 = -2561226.090058
  nChanged 109
		SP:Iteration 43Q (162653.090000 sec): 3 clusters
  Score: Raw -2564527.636716 + Penalty 3269.006239 = -2561258.630478
  nChanged 115
		SP:Iteration 44Q (162653.400000 sec): 3 clusters
  Score: Raw -2564565.177053 + Penalty 3269.006239 = -2561296.170814
  nChanged 118
		SP:Iteration 45Q (162653.660000 sec): 3 clusters
  Score: Raw -2564598.679007 + Penalty 3269.006239 = -2561329.672768
  nChanged 109
		SP:Iteration 46Q (162653.990000 sec): 3 clusters
  Score: Raw -2564630.011652 + Penalty 3269.006239 = -2561361.005413
  nChanged 105
		SP:Iteration 47Q (162654.310000 sec): 3 clusters
  Score: Raw -2564662.731682 + Penalty 3269.006239 = -2561393.725443
  nChanged 99
		SP:Iteration 48Q (162654.580000 sec): 3 clusters
  Score: Raw -2564691.873422 + Penalty 3269.006239 = -2561422.867183
  nChanged 95
		SP:Iteration 49Q (162654.870000 sec): 3 clusters
  Score: Raw -2564718.579705 + Penalty 3269.006239 = -2561449.573466
  nChanged 77
		SP:Iteration 50Q (162655.150000 sec): 3 clusters
  Score: Raw -2564738.827418 + Penalty 3269.006239 = -2561469.821180
  nChanged 72
		SP:Iteration 51Q (162655.470000 sec): 3 clusters
  Score: Raw -2564758.956563 + Penalty 3269.006239 = -2561489.950324
  nChanged 76
		SP:Iteration 52Q (162655.760000 sec): 3 clusters
  Score: Raw -2564781.787213 + Penalty 3269.006239 = -2561512.780975
  nChanged 72
		SP:Iteration 53Q (162656.030000 sec): 3 clusters
  Score: Raw -2564804.598375 + Penalty 3269.006239 = -2561535.592136
  nChanged 64
		SP:Iteration 54Q (162656.290000 sec): 3 clusters
  Score: Raw -2564822.061010 + Penalty 3269.006239 = -2561553.054772
  nChanged 60
		SP:Iteration 55Q (162656.590000 sec): 3 clusters
  Score: Raw -2564836.947906 + Penalty 3269.006239 = -2561567.941667
  nChanged 49
		SP:Iteration 56Q (162656.880000 sec): 3 clusters
  Score: Raw -2564847.691529 + Penalty 3269.006239 = -2561578.685290
  nChanged 53
		SP:Iteration 57Q (162657.130000 sec): 3 clusters
  Score: Raw -2564860.764207 + Penalty 3269.006239 = -2561591.757969
  nChanged 68
		SP:Iteration 58Q (162657.390000 sec): 3 clusters
  Score: Raw -2564881.306971 + Penalty 3269.006239 = -2561612.300732
  nChanged 71
		SP:Iteration 59Q (162657.670000 sec): 3 clusters
  Score: Raw -2564902.052167 + Penalty 3269.006239 = -2561633.045928
  nChanged 69
		SP:Iteration 60F (162657.980000 sec): 3 clusters
  Score: Raw -2564923.693747 + Penalty 3269.006239 = -2561654.687508
  nChanged 70
		SP:Iteration 61Q (162658.260000 sec): 3 clusters
  Score: Raw -2564944.882890 + Penalty 3269.006239 = -2561675.876652
  nChanged 65
		SP:Iteration 62Q (162658.560000 sec): 3 clusters
  Score: Raw -2564965.252884 + Penalty 3269.006239 = -2561696.246645
  nChanged 53
		SP:Iteration 63Q (162658.840000 sec): 3 clusters
  Score: Raw -2564984.167734 + Penalty 3269.006239 = -2561715.161495
  nChanged 49
		SP:Iteration 64Q (162659.140000 sec): 3 clusters
  Score: Raw -2565001.045653 + Penalty 3269.006239 = -2561732.039414
  nChanged 56
		SP:Iteration 65Q (162659.450000 sec): 3 clusters
  Score: Raw -2565019.580240 + Penalty 3269.006239 = -2561750.574002
  nChanged 53
		SP:Iteration 66Q (162659.760000 sec): 3 clusters
  Score: Raw -2565035.303050 + Penalty 3269.006239 = -2561766.296811
  nChanged 46
		SP:Iteration 67Q (162660.030000 sec): 3 clusters
  Score: Raw -2565049.354278 + Penalty 3269.006239 = -2561780.348039
  nChanged 41
		SP:Iteration 68Q (162660.360000 sec): 3 clusters
  Score: Raw -2565063.614094 + Penalty 3269.006239 = -2561794.607856
  nChanged 54
		SP:Iteration 69Q (162660.640000 sec): 3 clusters
  Score: Raw -2565084.865071 + Penalty 3269.006239 = -2561815.858832
  nChanged 41
		SP:Iteration 70Q (162660.930000 sec): 3 clusters
  Score: Raw -2565100.131674 + Penalty 3269.006239 = -2561831.125435
  nChanged 40
		SP:Iteration 71Q (162661.240000 sec): 3 clusters
  Score: Raw -2565117.292403 + Penalty 3269.006239 = -2561848.286164
  nChanged 42
		SP:Iteration 72Q (162661.560000 sec): 3 clusters
  Score: Raw -2565131.683079 + Penalty 3269.006239 = -2561862.676840
  nChanged 32
		SP:Iteration 73Q (162661.850000 sec): 3 clusters
  Score: Raw -2565142.787254 + Penalty 3269.006239 = -2561873.781016
  nChanged 35
		SP:Iteration 74Q (162662.200000 sec): 3 clusters
  Score: Raw -2565152.479422 + Penalty 3269.006239 = -2561883.473183
  nChanged 14
		SP:Iteration 75Q (162662.460000 sec): 3 clusters
  Score: Raw -2565155.983708 + Penalty 3269.006239 = -2561886.977470
  nChanged 13
		SP:Iteration 76Q (162662.760000 sec): 3 clusters
  Score: Raw -2565159.477671 + Penalty 3269.006239 = -2561890.471432
  nChanged 8
		SP:Iteration 77Q (162663.040000 sec): 3 clusters
  Score: Raw -2565161.384863 + Penalty 3269.006239 = -2561892.378624
  nChanged 5
		SP:Iteration 78Q (162663.320000 sec): 3 clusters
  Score: Raw -2565162.430010 + Penalty 3269.006239 = -2561893.423771
  nChanged 9
		SP:Iteration 79Q (162663.540000 sec): 3 clusters
  Score: Raw -2565163.873656 + Penalty 3269.006239 = -2561894.867417
  nChanged 4
		SP:Iteration 80F (162663.820000 sec): 3 clusters
  Score: Raw -2565164.590949 + Penalty 3269.006239 = -2561895.584710
  nChanged 4
		SP:Iteration 81Q (162664.130000 sec): 3 clusters
  Score: Raw -2565165.284447 + Penalty 3269.006239 = -2561896.278209
  nChanged 3
		SP:Iteration 82Q (162664.440000 sec): 3 clusters
  Score: Raw -2565165.788465 + Penalty 3269.006239 = -2561896.782227
  nChanged 2
		SP:Iteration 83Q (162664.710000 sec): 3 clusters
  Score: Raw -2565166.161653 + Penalty 3269.006239 = -2561897.155414
  nChanged 2
		SP:Iteration 84Q (162664.980000 sec): 3 clusters
  Score: Raw -2565166.675381 + Penalty 3269.006239 = -2561897.669143
  nChanged 1
		SP:Iteration 85Q (162665.310000 sec): 3 clusters
  Score: Raw -2565166.878085 + Penalty 3269.006239 = -2561897.871847
  nChanged 1
		SP:Iteration 86Q (162665.570000 sec): 3 clusters
  Score: Raw -2565166.962776 + Penalty 3269.006239 = -2561897.956538
  nChanged 0
		SP:Iteration 87F (162665.890000 sec): 3 clusters
  Score: Raw -2565166.962776 + Penalty 3269.006239 = -2561897.956538
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 11 (7694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162665.990000 sec): 2 clusters
  Score: Raw -847469.866513 + Penalty 1454.081864 = -846015.784649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162666.190000 sec): 3 clusters
  Score: Raw -843252.252740 + Penalty 2908.163727 = -840344.089013
  nChanged 3291
		SP:Iteration 1F (162666.380000 sec): 3 clusters
  Score: Raw -845108.666384 + Penalty 2908.163727 = -842200.502657
  nChanged 550
		SP:Iteration 2F (162666.520000 sec): 3 clusters
  Score: Raw -845413.931753 + Penalty 2908.163727 = -842505.768026
  nChanged 460
		SP:Iteration 3F (162666.770000 sec): 3 clusters
  Score: Raw -845697.466824 + Penalty 2908.163727 = -842789.303097
  nChanged 441
		SP:Iteration 4F (162666.970000 sec): 3 clusters
  Score: Raw -846000.481863 + Penalty 2908.163727 = -843092.318136
  nChanged 463
		SP:Iteration 5F (162667.180000 sec): 3 clusters
  Score: Raw -846349.951957 + Penalty 2908.163727 = -843441.788230
  nChanged 481
		SP:Iteration 6F (162667.370000 sec): 3 clusters
  Score: Raw -846723.047122 + Penalty 2908.163727 = -843814.883395
  nChanged 405
		SP:Iteration 7F (162667.560000 sec): 3 clusters
  Score: Raw -847048.309191 + Penalty 2908.163727 = -844140.145463
  nChanged 304
		SP:Iteration 8Q (162667.780000 sec): 3 clusters
  Score: Raw -847276.763742 + Penalty 2908.163727 = -844368.600015
  nChanged 214
		SP:Iteration 9Q (162667.950000 sec): 3 clusters
  Score: Raw -847423.363981 + Penalty 2908.163727 = -844515.200254
  nChanged 156
		SP:Iteration 10Q (162668.150000 sec): 3 clusters
  Score: Raw -847523.457411 + Penalty 2908.163727 = -844615.293684
  nChanged 111
		SP:Iteration 11Q (162668.340000 sec): 3 clusters
  Score: Raw -847579.024742 + Penalty 2908.163727 = -844670.861015
  nChanged 94
		SP:Iteration 12Q (162668.600000 sec): 3 clusters
  Score: Raw -847619.246554 + Penalty 2908.163727 = -844711.082827
  nChanged 55
		SP:Iteration 13Q (162668.810000 sec): 3 clusters
  Score: Raw -847645.468898 + Penalty 2908.163727 = -844737.305171
  nChanged 55
		SP:Iteration 14Q (162669.010000 sec): 3 clusters
  Score: Raw -847675.173533 + Penalty 2908.163727 = -844767.009806
  nChanged 57
		SP:Iteration 15Q (162669.200000 sec): 3 clusters
  Score: Raw -847707.784576 + Penalty 2908.163727 = -844799.620849
  nChanged 45
		SP:Iteration 16Q (162669.420000 sec): 3 clusters
  Score: Raw -847732.201907 + Penalty 2908.163727 = -844824.038180
  nChanged 49
		SP:Iteration 17Q (162669.650000 sec): 3 clusters
  Score: Raw -847757.281649 + Penalty 2908.163727 = -844849.117922
  nChanged 55
		SP:Iteration 18Q (162669.800000 sec): 3 clusters
  Score: Raw -847785.109472 + Penalty 2908.163727 = -844876.945745
  nChanged 47
		SP:Iteration 19Q (162669.940000 sec): 3 clusters
  Score: Raw -847805.840999 + Penalty 2908.163727 = -844897.677272
  nChanged 35
		SP:Iteration 20F (162670.180000 sec): 3 clusters
  Score: Raw -847820.795293 + Penalty 2908.163727 = -844912.631566
  nChanged 24
		SP:Iteration 21Q (162670.360000 sec): 3 clusters
  Score: Raw -847830.699702 + Penalty 2908.163727 = -844922.535975
  nChanged 19
		SP:Iteration 22Q (162670.610000 sec): 3 clusters
  Score: Raw -847838.564148 + Penalty 2908.163727 = -844930.400421
  nChanged 20
		SP:Iteration 23Q (162670.750000 sec): 3 clusters
  Score: Raw -847848.705273 + Penalty 2908.163727 = -844940.541546
  nChanged 24
		SP:Iteration 24Q (162671.000000 sec): 3 clusters
  Score: Raw -847855.220672 + Penalty 2908.163727 = -844947.056945
  nChanged 18
		SP:Iteration 25Q (162671.180000 sec): 3 clusters
  Score: Raw -847862.744270 + Penalty 2908.163727 = -844954.580543
  nChanged 14
		SP:Iteration 26Q (162671.340000 sec): 3 clusters
  Score: Raw -847870.280730 + Penalty 2908.163727 = -844962.117003
  nChanged 22
		SP:Iteration 27Q (162671.530000 sec): 3 clusters
  Score: Raw -847881.195445 + Penalty 2908.163727 = -844973.031718
  nChanged 29
		SP:Iteration 28Q (162671.700000 sec): 3 clusters
  Score: Raw -847892.777399 + Penalty 2908.163727 = -844984.613672
  nChanged 17
		SP:Iteration 29Q (162671.860000 sec): 3 clusters
  Score: Raw -847900.331164 + Penalty 2908.163727 = -844992.167437
  nChanged 16
		SP:Iteration 30Q (162672.090000 sec): 3 clusters
  Score: Raw -847908.338365 + Penalty 2908.163727 = -845000.174638
  nChanged 17
		SP:Iteration 31Q (162672.250000 sec): 3 clusters
  Score: Raw -847914.780965 + Penalty 2908.163727 = -845006.617238
  nChanged 14
		SP:Iteration 32Q (162672.460000 sec): 3 clusters
  Score: Raw -847919.738120 + Penalty 2908.163727 = -845011.574393
  nChanged 17
		SP:Iteration 33Q (162672.690000 sec): 3 clusters
  Score: Raw -847926.901514 + Penalty 2908.163727 = -845018.737787
  nChanged 10
		SP:Iteration 34Q (162672.850000 sec): 3 clusters
  Score: Raw -847932.475060 + Penalty 2908.163727 = -845024.311333
  nChanged 13
		SP:Iteration 35Q (162673.030000 sec): 3 clusters
  Score: Raw -847937.303356 + Penalty 2908.163727 = -845029.139629
  nChanged 11
		SP:Iteration 36Q (162673.270000 sec): 3 clusters
  Score: Raw -847942.411825 + Penalty 2908.163727 = -845034.248097
  nChanged 9
		SP:Iteration 37Q (162673.450000 sec): 3 clusters
  Score: Raw -847945.040007 + Penalty 2908.163727 = -845036.876280
  nChanged 5
		SP:Iteration 38Q (162673.610000 sec): 3 clusters
  Score: Raw -847946.932227 + Penalty 2908.163727 = -845038.768500
  nChanged 5
		SP:Iteration 39Q (162673.840000 sec): 3 clusters
  Score: Raw -847947.823979 + Penalty 2908.163727 = -845039.660252
  nChanged 1
		SP:Iteration 40F (162674.010000 sec): 3 clusters
  Score: Raw -847947.966247 + Penalty 2908.163727 = -845039.802520
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 12 (9313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162674.150000 sec): 2 clusters
  Score: Raw -1012709.358074 + Penalty 1485.114565 = -1011224.243509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162674.370000 sec): 3 clusters
  Score: Raw -1007427.534522 + Penalty 2970.229130 = -1004457.305392
  nChanged 4034
		SP:Iteration 1F (162674.510000 sec): 3 clusters
  Score: Raw -1009650.674093 + Penalty 2970.229130 = -1006680.444963
  nChanged 524
		SP:Iteration 2F (162674.710000 sec): 3 clusters
  Score: Raw -1009877.236833 + Penalty 2970.229130 = -1006907.007703
  nChanged 458
		SP:Iteration 3Q (162674.920000 sec): 3 clusters
  Score: Raw -1010084.305090 + Penalty 2970.229130 = -1007114.075960
  nChanged 407
		SP:Iteration 4Q (162675.150000 sec): 3 clusters
  Score: Raw -1010251.475813 + Penalty 2970.229130 = -1007281.246684
  nChanged 373
		SP:Iteration 5Q (162675.340000 sec): 3 clusters
  Score: Raw -1010406.366866 + Penalty 2970.229130 = -1007436.137737
  nChanged 350
		SP:Iteration 6Q (162675.530000 sec): 3 clusters
  Score: Raw -1010567.402485 + Penalty 2970.229130 = -1007597.173355
  nChanged 358
		SP:Iteration 7Q (162675.740000 sec): 3 clusters
  Score: Raw -1010754.899213 + Penalty 2970.229130 = -1007784.670083
  nChanged 357
		SP:Iteration 8Q (162676.000000 sec): 3 clusters
  Score: Raw -1010962.532867 + Penalty 2970.229130 = -1007992.303738
  nChanged 370
		SP:Iteration 9Q (162676.190000 sec): 3 clusters
  Score: Raw -1011195.431779 + Penalty 2970.229130 = -1008225.202649
  nChanged 374
		SP:Iteration 10Q (162676.350000 sec): 3 clusters
  Score: Raw -1011481.797764 + Penalty 2970.229130 = -1008511.568634
  nChanged 358
		SP:Iteration 11Q (162676.580000 sec): 3 clusters
  Score: Raw -1011742.735154 + Penalty 2970.229130 = -1008772.506025
  nChanged 303
		SP:Iteration 12Q (162676.800000 sec): 3 clusters
  Score: Raw -1011967.700392 + Penalty 2970.229130 = -1008997.471262
  nChanged 271
		SP:Iteration 13Q (162677.030000 sec): 3 clusters
  Score: Raw -1012150.433824 + Penalty 2970.229130 = -1009180.204695
  nChanged 219
		SP:Iteration 14Q (162677.220000 sec): 3 clusters
  Score: Raw -1012288.440592 + Penalty 2970.229130 = -1009318.211462
  nChanged 185
		SP:Iteration 15Q (162677.450000 sec): 3 clusters
  Score: Raw -1012410.564581 + Penalty 2970.229130 = -1009440.335452
  nChanged 143
		SP:Iteration 16Q (162677.660000 sec): 3 clusters
  Score: Raw -1012510.327761 + Penalty 2970.229130 = -1009540.098631
  nChanged 121
		SP:Iteration 17Q (162677.880000 sec): 3 clusters
  Score: Raw -1012593.042865 + Penalty 2970.229130 = -1009622.813735
  nChanged 98
		SP:Iteration 18Q (162678.060000 sec): 3 clusters
  Score: Raw -1012663.655865 + Penalty 2970.229130 = -1009693.426736
  nChanged 81
		SP:Iteration 19Q (162678.260000 sec): 3 clusters
  Score: Raw -1012721.640313 + Penalty 2970.229130 = -1009751.411183
  nChanged 58
		SP:Iteration 20F (162678.470000 sec): 3 clusters
  Score: Raw -1012759.461939 + Penalty 2970.229130 = -1009789.232810
  nChanged 54
		SP:Iteration 21Q (162678.680000 sec): 3 clusters
  Score: Raw -1012791.734596 + Penalty 2970.229130 = -1009821.505466
  nChanged 32
		SP:Iteration 22Q (162678.860000 sec): 3 clusters
  Score: Raw -1012809.530472 + Penalty 2970.229130 = -1009839.301342
  nChanged 28
		SP:Iteration 23Q (162679.060000 sec): 3 clusters
  Score: Raw -1012825.068137 + Penalty 2970.229130 = -1009854.839007
  nChanged 24
		SP:Iteration 24Q (162679.250000 sec): 3 clusters
  Score: Raw -1012837.052688 + Penalty 2970.229130 = -1009866.823558
  nChanged 20
		SP:Iteration 25Q (162679.420000 sec): 3 clusters
  Score: Raw -1012847.963233 + Penalty 2970.229130 = -1009877.734103
  nChanged 13
		SP:Iteration 26Q (162679.570000 sec): 3 clusters
  Score: Raw -1012855.723028 + Penalty 2970.229130 = -1009885.493898
  nChanged 7
		SP:Iteration 27Q (162679.780000 sec): 3 clusters
  Score: Raw -1012858.691063 + Penalty 2970.229130 = -1009888.461934
  nChanged 7
		SP:Iteration 28Q (162679.970000 sec): 3 clusters
  Score: Raw -1012862.457293 + Penalty 2970.229130 = -1009892.228163
  nChanged 8
		SP:Iteration 29Q (162680.160000 sec): 3 clusters
  Score: Raw -1012868.661041 + Penalty 2970.229130 = -1009898.431912
  nChanged 8
		SP:Iteration 30Q (162680.370000 sec): 3 clusters
  Score: Raw -1012873.525730 + Penalty 2970.229130 = -1009903.296600
  nChanged 9
		SP:Iteration 31Q (162680.580000 sec): 3 clusters
  Score: Raw -1012880.733666 + Penalty 2970.229130 = -1009910.504537
  nChanged 7
		SP:Iteration 32Q (162680.760000 sec): 3 clusters
  Score: Raw -1012885.728280 + Penalty 2970.229130 = -1009915.499150
  nChanged 8
		SP:Iteration 33Q (162680.960000 sec): 3 clusters
  Score: Raw -1012892.208794 + Penalty 2970.229130 = -1009921.979665
  nChanged 13
		SP:Iteration 34Q (162681.160000 sec): 3 clusters
  Score: Raw -1012898.954319 + Penalty 2970.229130 = -1009928.725189
  nChanged 4
		SP:Iteration 35Q (162681.340000 sec): 3 clusters
  Score: Raw -1012900.761821 + Penalty 2970.229130 = -1009930.532692
  nChanged 3
		SP:Iteration 36Q (162681.560000 sec): 3 clusters
  Score: Raw -1012901.469924 + Penalty 2970.229130 = -1009931.240795
  nChanged 5
		SP:Iteration 37Q (162681.730000 sec): 3 clusters
  Score: Raw -1012904.429897 + Penalty 2970.229130 = -1009934.200767
  nChanged 7
		SP:Iteration 38Q (162681.960000 sec): 3 clusters
  Score: Raw -1012910.926474 + Penalty 2970.229130 = -1009940.697345
  nChanged 10
		SP:Iteration 39Q (162682.140000 sec): 3 clusters
  Score: Raw -1012917.267454 + Penalty 2970.229130 = -1009947.038325
  nChanged 7
		SP:Iteration 40F (162682.350000 sec): 3 clusters
  Score: Raw -1012921.333080 + Penalty 2970.229130 = -1009951.103950
  nChanged 4
		SP:Iteration 41Q (162682.520000 sec): 3 clusters
  Score: Raw -1012923.988846 + Penalty 2970.229130 = -1009953.759716
  nChanged 2
		SP:Iteration 42Q (162682.730000 sec): 3 clusters
  Score: Raw -1012924.767677 + Penalty 2970.229130 = -1009954.538547
  nChanged 1
		SP:Iteration 43Q (162682.920000 sec): 3 clusters
  Score: Raw -1012925.211737 + Penalty 2970.229130 = -1009954.982608
  nChanged 0
		SP:Iteration 44F (162683.130000 sec): 3 clusters
  Score: Raw -1012925.211737 + Penalty 2970.229130 = -1009954.982608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 13 (6902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162683.250000 sec): 2 clusters
  Score: Raw -759765.708492 + Penalty 1436.429557 = -758329.278935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162683.480000 sec): 3 clusters
  Score: Raw -756054.615160 + Penalty 2872.859114 = -753181.756046
  nChanged 2849
		SP:Iteration 1F (162683.660000 sec): 3 clusters
  Score: Raw -757730.554340 + Penalty 2872.859114 = -754857.695226
  nChanged 496
		SP:Iteration 2F (162683.880000 sec): 3 clusters
  Score: Raw -757998.038959 + Penalty 2872.859114 = -755125.179846
  nChanged 415
		SP:Iteration 3F (162684.080000 sec): 3 clusters
  Score: Raw -758251.780350 + Penalty 2872.859114 = -755378.921236
  nChanged 400
		SP:Iteration 4F (162684.240000 sec): 3 clusters
  Score: Raw -758518.548339 + Penalty 2872.859114 = -755645.689225
  nChanged 368
		SP:Iteration 5F (162684.460000 sec): 3 clusters
  Score: Raw -758777.913651 + Penalty 2872.859114 = -755905.054537
  nChanged 389
		SP:Iteration 6F (162684.660000 sec): 3 clusters
  Score: Raw -759061.259702 + Penalty 2872.859114 = -756188.400588
  nChanged 377
		SP:Iteration 7F (162684.920000 sec): 3 clusters
  Score: Raw -759334.291917 + Penalty 2872.859114 = -756461.432804
  nChanged 324
		SP:Iteration 8Q (162685.100000 sec): 3 clusters
  Score: Raw -759517.515904 + Penalty 2872.859114 = -756644.656790
  nChanged 237
		SP:Iteration 9Q (162685.320000 sec): 3 clusters
  Score: Raw -759638.779539 + Penalty 2872.859114 = -756765.920426
  nChanged 188
		SP:Iteration 10Q (162685.580000 sec): 3 clusters
  Score: Raw -759709.828157 + Penalty 2872.859114 = -756836.969044
  nChanged 126
		SP:Iteration 11Q (162685.780000 sec): 3 clusters
  Score: Raw -759753.296663 + Penalty 2872.859114 = -756880.437550
  nChanged 84
		SP:Iteration 12Q (162685.980000 sec): 3 clusters
  Score: Raw -759775.662615 + Penalty 2872.859114 = -756902.803502
  nChanged 47
		SP:Iteration 13Q (162686.200000 sec): 3 clusters
  Score: Raw -759786.018122 + Penalty 2872.859114 = -756913.159008
  nChanged 31
		SP:Iteration 14Q (162686.330000 sec): 3 clusters
  Score: Raw -759792.218105 + Penalty 2872.859114 = -756919.358991
  nChanged 23
		SP:Iteration 15Q (162686.540000 sec): 3 clusters
  Score: Raw -759797.255155 + Penalty 2872.859114 = -756924.396042
  nChanged 21
		SP:Iteration 16Q (162686.740000 sec): 3 clusters
  Score: Raw -759801.458288 + Penalty 2872.859114 = -756928.599174
  nChanged 16
		SP:Iteration 17Q (162686.910000 sec): 3 clusters
  Score: Raw -759804.274741 + Penalty 2872.859114 = -756931.415627
  nChanged 11
		SP:Iteration 18Q (162687.100000 sec): 3 clusters
  Score: Raw -759806.124958 + Penalty 2872.859114 = -756933.265844
  nChanged 6
		SP:Iteration 19Q (162687.280000 sec): 3 clusters
  Score: Raw -759807.064611 + Penalty 2872.859114 = -756934.205497
  nChanged 3
		SP:Iteration 20F (162687.480000 sec): 3 clusters
  Score: Raw -759807.636442 + Penalty 2872.859114 = -756934.777328
  nChanged 2
		SP:Iteration 21Q (162687.660000 sec): 3 clusters
  Score: Raw -759807.861244 + Penalty 2872.859114 = -756935.002130
  nChanged 3
		SP:Iteration 22Q (162687.880000 sec): 3 clusters
  Score: Raw -759808.145552 + Penalty 2872.859114 = -756935.286438
  nChanged 0
		SP:Iteration 23F (162688.080000 sec): 3 clusters
  Score: Raw -759808.145552 + Penalty 2872.859114 = -756935.286438
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 14 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162688.190000 sec): 2 clusters
  Score: Raw -61269.051235 + Penalty 1036.769912 = -60232.281323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162688.340000 sec): 3 clusters
  Score: Raw -61130.347735 + Penalty 2073.539824 = -59056.807911
  nChanged 149
		SP:Iteration 1F (162688.530000 sec): 3 clusters
  Score: Raw -61316.718703 + Penalty 2073.539824 = -59243.178878
  nChanged 43
		SP:Iteration 2F (162688.660000 sec): 3 clusters
  Score: Raw -61407.652360 + Penalty 2073.539824 = -59334.112536
  nChanged 27
		SP:Iteration 3Q (162688.840000 sec): 3 clusters
  Score: Raw -61462.996719 + Penalty 2073.539824 = -59389.456895
  nChanged 20
		SP:Iteration 4Q (162689.020000 sec): 3 clusters
  Score: Raw -61494.058427 + Penalty 2073.539824 = -59420.518602
  nChanged 13
		SP:Iteration 5Q (162689.180000 sec): 3 clusters
  Score: Raw -61516.475434 + Penalty 2073.539824 = -59442.935609
  nChanged 11
		SP:Iteration 6Q (162689.330000 sec): 3 clusters
  Score: Raw -61543.882142 + Penalty 2073.539824 = -59470.342317
  nChanged 9
		SP:Iteration 7Q (162689.480000 sec): 3 clusters
  Score: Raw -61572.694805 + Penalty 2073.539824 = -59499.154980
  nChanged 7
		SP:Iteration 8Q (162689.650000 sec): 3 clusters
  Score: Raw -61579.984348 + Penalty 2073.539824 = -59506.444523
  nChanged 2
		SP:Iteration 9Q (162689.850000 sec): 3 clusters
  Score: Raw -61584.185334 + Penalty 2073.539824 = -59510.645510
  nChanged 6
		SP:Iteration 10Q (162690.010000 sec): 3 clusters
  Score: Raw -61595.850377 + Penalty 2073.539824 = -59522.310553
  nChanged 3
		SP:Iteration 11Q (162690.170000 sec): 3 clusters
  Score: Raw -61602.670942 + Penalty 2073.539824 = -59529.131117
  nChanged 4
		SP:Iteration 12Q (162690.370000 sec): 3 clusters
  Score: Raw -61613.765194 + Penalty 2073.539824 = -59540.225370
  nChanged 3
		SP:Iteration 13Q (162690.520000 sec): 3 clusters
  Score: Raw -61618.760200 + Penalty 2073.539824 = -59545.220375
  nChanged 4
		SP:Iteration 14Q (162690.650000 sec): 3 clusters
  Score: Raw -61627.575526 + Penalty 2073.539824 = -59554.035702
  nChanged 4
		SP:Iteration 15Q (162690.830000 sec): 3 clusters
  Score: Raw -61632.101500 + Penalty 2073.539824 = -59558.561675
  nChanged 1
		SP:Iteration 16Q (162690.990000 sec): 3 clusters
  Score: Raw -61634.394036 + Penalty 2073.539824 = -59560.854212
  nChanged 0
		SP:Iteration 17F (162691.160000 sec): 3 clusters
  Score: Raw -61634.394036 + Penalty 2073.539824 = -59560.854212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 15 (11495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162691.290000 sec): 2 clusters
  Score: Raw -1259550.386288 + Penalty 1519.320959 = -1258031.065329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162691.550000 sec): 3 clusters
  Score: Raw -1252987.475580 + Penalty 3038.641917 = -1249948.833663
  nChanged 5050
		SP:Iteration 1F (162691.730000 sec): 3 clusters
  Score: Raw -1255784.118429 + Penalty 3038.641917 = -1252745.476512
  nChanged 716
		SP:Iteration 2F (162691.970000 sec): 3 clusters
  Score: Raw -1256220.360202 + Penalty 3038.641917 = -1253181.718285
  nChanged 745
		SP:Iteration 3F (162692.190000 sec): 3 clusters
  Score: Raw -1256727.928256 + Penalty 3038.641917 = -1253689.286339
  nChanged 777
		SP:Iteration 4F (162692.400000 sec): 3 clusters
  Score: Raw -1257269.099698 + Penalty 3038.641917 = -1254230.457781
  nChanged 768
		SP:Iteration 5F (162692.640000 sec): 3 clusters
  Score: Raw -1257866.583401 + Penalty 3038.641917 = -1254827.941484
  nChanged 734
		SP:Iteration 6F (162692.900000 sec): 3 clusters
  Score: Raw -1258370.501257 + Penalty 3038.641917 = -1255331.859340
  nChanged 634
		SP:Iteration 7F (162693.130000 sec): 3 clusters
  Score: Raw -1258720.439839 + Penalty 3038.641917 = -1255681.797922
  nChanged 467
		SP:Iteration 8Q (162693.350000 sec): 3 clusters
  Score: Raw -1258940.875536 + Penalty 3038.641917 = -1255902.233619
  nChanged 354
		SP:Iteration 9Q (162693.610000 sec): 3 clusters
  Score: Raw -1259106.121039 + Penalty 3038.641917 = -1256067.479122
  nChanged 315
		SP:Iteration 10Q (162693.830000 sec): 3 clusters
  Score: Raw -1259257.926703 + Penalty 3038.641917 = -1256219.284786
  nChanged 304
		SP:Iteration 11Q (162694.070000 sec): 3 clusters
  Score: Raw -1259403.187763 + Penalty 3038.641917 = -1256364.545846
  nChanged 269
		SP:Iteration 12Q (162694.300000 sec): 3 clusters
  Score: Raw -1259533.040288 + Penalty 3038.641917 = -1256494.398371
  nChanged 243
		SP:Iteration 13Q (162694.480000 sec): 3 clusters
  Score: Raw -1259652.816415 + Penalty 3038.641917 = -1256614.174498
  nChanged 236
		SP:Iteration 14Q (162694.690000 sec): 3 clusters
  Score: Raw -1259773.974303 + Penalty 3038.641917 = -1256735.332386
  nChanged 233
		SP:Iteration 15Q (162694.960000 sec): 3 clusters
  Score: Raw -1259904.960295 + Penalty 3038.641917 = -1256866.318378
  nChanged 201
		SP:Iteration 16Q (162695.170000 sec): 3 clusters
  Score: Raw -1260016.761444 + Penalty 3038.641917 = -1256978.119527
  nChanged 150
		SP:Iteration 17Q (162695.390000 sec): 3 clusters
  Score: Raw -1260096.394589 + Penalty 3038.641917 = -1257057.752672
  nChanged 126
		SP:Iteration 18Q (162695.620000 sec): 3 clusters
  Score: Raw -1260170.115029 + Penalty 3038.641917 = -1257131.473112
  nChanged 87
		SP:Iteration 19Q (162695.830000 sec): 3 clusters
  Score: Raw -1260230.552002 + Penalty 3038.641917 = -1257191.910085
  nChanged 83
		SP:Iteration 20F (162695.990000 sec): 3 clusters
  Score: Raw -1260288.226273 + Penalty 3038.641917 = -1257249.584356
  nChanged 65
		SP:Iteration 21Q (162696.250000 sec): 3 clusters
  Score: Raw -1260335.262875 + Penalty 3038.641917 = -1257296.620958
  nChanged 49
		SP:Iteration 22Q (162696.420000 sec): 3 clusters
  Score: Raw -1260364.396889 + Penalty 3038.641917 = -1257325.754972
  nChanged 36
		SP:Iteration 23Q (162696.620000 sec): 3 clusters
  Score: Raw -1260383.963298 + Penalty 3038.641917 = -1257345.321381
  nChanged 33
		SP:Iteration 24Q (162696.820000 sec): 3 clusters
  Score: Raw -1260399.042564 + Penalty 3038.641917 = -1257360.400647
  nChanged 24
		SP:Iteration 25Q (162697.030000 sec): 3 clusters
  Score: Raw -1260411.270668 + Penalty 3038.641917 = -1257372.628750
  nChanged 15
		SP:Iteration 26Q (162697.180000 sec): 3 clusters
  Score: Raw -1260420.963513 + Penalty 3038.641917 = -1257382.321596
  nChanged 15
		SP:Iteration 27Q (162697.370000 sec): 3 clusters
  Score: Raw -1260433.603883 + Penalty 3038.641917 = -1257394.961966
  nChanged 15
		SP:Iteration 28Q (162697.570000 sec): 3 clusters
  Score: Raw -1260442.880075 + Penalty 3038.641917 = -1257404.238158
  nChanged 14
		SP:Iteration 29Q (162697.760000 sec): 3 clusters
  Score: Raw -1260450.165956 + Penalty 3038.641917 = -1257411.524039
  nChanged 14
		SP:Iteration 30Q (162697.940000 sec): 3 clusters
  Score: Raw -1260458.513760 + Penalty 3038.641917 = -1257419.871843
  nChanged 8
		SP:Iteration 31Q (162698.130000 sec): 3 clusters
  Score: Raw -1260463.960213 + Penalty 3038.641917 = -1257425.318296
  nChanged 13
		SP:Iteration 32Q (162698.340000 sec): 3 clusters
  Score: Raw -1260472.811167 + Penalty 3038.641917 = -1257434.169250
  nChanged 13
		SP:Iteration 33Q (162698.580000 sec): 3 clusters
  Score: Raw -1260481.022179 + Penalty 3038.641917 = -1257442.380261
  nChanged 15
		SP:Iteration 34Q (162698.830000 sec): 3 clusters
  Score: Raw -1260491.600795 + Penalty 3038.641917 = -1257452.958878
  nChanged 18
		SP:Iteration 35Q (162699.040000 sec): 3 clusters
  Score: Raw -1260502.456045 + Penalty 3038.641917 = -1257463.814128
  nChanged 15
		SP:Iteration 36Q (162699.170000 sec): 3 clusters
  Score: Raw -1260512.081994 + Penalty 3038.641917 = -1257473.440077
  nChanged 11
		SP:Iteration 37Q (162699.380000 sec): 3 clusters
  Score: Raw -1260518.457210 + Penalty 3038.641917 = -1257479.815293
  nChanged 5
		SP:Iteration 38Q (162699.560000 sec): 3 clusters
  Score: Raw -1260519.950922 + Penalty 3038.641917 = -1257481.309005
  nChanged 1
		SP:Iteration 39Q (162699.760000 sec): 3 clusters
  Score: Raw -1260520.113900 + Penalty 3038.641917 = -1257481.471983
  nChanged 0
		SP:Iteration 40F (162699.920000 sec): 3 clusters
  Score: Raw -1260520.113900 + Penalty 3038.641917 = -1257481.471983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 16 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162700.020000 sec): 2 clusters
  Score: Raw -441659.762470 + Penalty 1351.438517 = -440308.323953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162700.200000 sec): 3 clusters
  Score: Raw -439635.910317 + Penalty 2702.877033 = -436933.033284
  nChanged 1592
		SP:Iteration 1F (162700.390000 sec): 3 clusters
  Score: Raw -440606.585910 + Penalty 2702.877033 = -437903.708877
  nChanged 347
		SP:Iteration 2F (162700.530000 sec): 3 clusters
  Score: Raw -440877.008767 + Penalty 2702.877033 = -438174.131734
  nChanged 270
		SP:Iteration 3F (162700.690000 sec): 3 clusters
  Score: Raw -441090.527184 + Penalty 2702.877033 = -438387.650151
  nChanged 242
		SP:Iteration 4F (162700.890000 sec): 3 clusters
  Score: Raw -441280.953351 + Penalty 2702.877033 = -438578.076318
  nChanged 214
		SP:Iteration 5F (162701.060000 sec): 3 clusters
  Score: Raw -441438.785617 + Penalty 2702.877033 = -438735.908584
  nChanged 182
		SP:Iteration 6Q (162701.240000 sec): 3 clusters
  Score: Raw -441599.980253 + Penalty 2702.877033 = -438897.103219
  nChanged 190
		SP:Iteration 7Q (162701.440000 sec): 3 clusters
  Score: Raw -441767.931145 + Penalty 2702.877033 = -439065.054112
  nChanged 165
		SP:Iteration 8Q (162701.600000 sec): 3 clusters
  Score: Raw -441908.345246 + Penalty 2702.877033 = -439205.468213
  nChanged 122
		SP:Iteration 9Q (162701.800000 sec): 3 clusters
  Score: Raw -442003.450033 + Penalty 2702.877033 = -439300.573000
  nChanged 79
		SP:Iteration 10Q (162701.970000 sec): 3 clusters
  Score: Raw -442060.104794 + Penalty 2702.877033 = -439357.227761
  nChanged 72
		SP:Iteration 11Q (162702.200000 sec): 3 clusters
  Score: Raw -442111.974538 + Penalty 2702.877033 = -439409.097505
  nChanged 56
		SP:Iteration 12Q (162702.370000 sec): 3 clusters
  Score: Raw -442144.846230 + Penalty 2702.877033 = -439441.969197
  nChanged 37
		SP:Iteration 13Q (162702.550000 sec): 3 clusters
  Score: Raw -442162.160573 + Penalty 2702.877033 = -439459.283540
  nChanged 27
		SP:Iteration 14Q (162702.680000 sec): 3 clusters
  Score: Raw -442171.601929 + Penalty 2702.877033 = -439468.724896
  nChanged 17
		SP:Iteration 15Q (162702.860000 sec): 3 clusters
  Score: Raw -442177.765329 + Penalty 2702.877033 = -439474.888295
  nChanged 14
		SP:Iteration 16Q (162703.070000 sec): 3 clusters
  Score: Raw -442182.466554 + Penalty 2702.877033 = -439479.589521
  nChanged 9
		SP:Iteration 17Q (162703.280000 sec): 3 clusters
  Score: Raw -442185.718273 + Penalty 2702.877033 = -439482.841239
  nChanged 13
		SP:Iteration 18Q (162703.420000 sec): 3 clusters
  Score: Raw -442188.095596 + Penalty 2702.877033 = -439485.218562
  nChanged 6
		SP:Iteration 19Q (162703.580000 sec): 3 clusters
  Score: Raw -442189.750632 + Penalty 2702.877033 = -439486.873599
  nChanged 5
		SP:Iteration 20F (162703.780000 sec): 3 clusters
  Score: Raw -442191.114030 + Penalty 2702.877033 = -439488.236996
  nChanged 6
		SP:Iteration 21Q (162703.960000 sec): 3 clusters
  Score: Raw -442194.365047 + Penalty 2702.877033 = -439491.488014
  nChanged 5
		SP:Iteration 22Q (162704.130000 sec): 3 clusters
  Score: Raw -442195.866762 + Penalty 2702.877033 = -439492.989729
  nChanged 4
		SP:Iteration 23Q (162704.290000 sec): 3 clusters
  Score: Raw -442197.409234 + Penalty 2702.877033 = -439494.532201
  nChanged 5
		SP:Iteration 24Q (162704.500000 sec): 3 clusters
  Score: Raw -442199.001571 + Penalty 2702.877033 = -439496.124538
  nChanged 3
		SP:Iteration 25Q (162704.660000 sec): 3 clusters
  Score: Raw -442199.380527 + Penalty 2702.877033 = -439496.503494
  nChanged 0
		SP:Iteration 26F (162704.840000 sec): 3 clusters
  Score: Raw -442199.380527 + Penalty 2702.877033 = -439496.503494
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 17 (12372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162705.000000 sec): 2 clusters
  Score: Raw -1257591.360124 + Penalty 1531.268559 = -1256060.091565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162705.240000 sec): 3 clusters
  Score: Raw -1250397.547517 + Penalty 3062.537118 = -1247335.010399
  nChanged 5519
		SP:Iteration 1F (162705.470000 sec): 3 clusters
  Score: Raw -1253492.616436 + Penalty 3062.537118 = -1250430.079318
  nChanged 772
		SP:Iteration 2F (162705.650000 sec): 3 clusters
  Score: Raw -1253842.344346 + Penalty 3062.537118 = -1250779.807228
  nChanged 664
		SP:Iteration 3F (162705.920000 sec): 3 clusters
  Score: Raw -1254125.762560 + Penalty 3062.537118 = -1251063.225441
  nChanged 601
		SP:Iteration 4Q (162706.140000 sec): 3 clusters
  Score: Raw -1254423.356359 + Penalty 3062.537118 = -1251360.819241
  nChanged 596
		SP:Iteration 5Q (162706.370000 sec): 3 clusters
  Score: Raw -1254798.961223 + Penalty 3062.537118 = -1251736.424105
  nChanged 671
		SP:Iteration 6F (162706.600000 sec): 3 clusters
  Score: Raw -1255261.971008 + Penalty 3062.537118 = -1252199.433890
  nChanged 660
		SP:Iteration 7F (162706.810000 sec): 3 clusters
  Score: Raw -1255722.242033 + Penalty 3062.537118 = -1252659.704915
  nChanged 633
		SP:Iteration 8F (162707.030000 sec): 3 clusters
  Score: Raw -1256177.380476 + Penalty 3062.537118 = -1253114.843358
  nChanged 542
		SP:Iteration 9Q (162707.300000 sec): 3 clusters
  Score: Raw -1256537.628447 + Penalty 3062.537118 = -1253475.091328
  nChanged 453
		SP:Iteration 10Q (162707.470000 sec): 3 clusters
  Score: Raw -1256828.359261 + Penalty 3062.537118 = -1253765.822142
  nChanged 380
		SP:Iteration 11Q (162707.690000 sec): 3 clusters
  Score: Raw -1257052.706070 + Penalty 3062.537118 = -1253990.168952
  nChanged 307
		SP:Iteration 12Q (162707.890000 sec): 3 clusters
  Score: Raw -1257225.998747 + Penalty 3062.537118 = -1254163.461629
  nChanged 274
		SP:Iteration 13Q (162708.110000 sec): 3 clusters
  Score: Raw -1257390.711012 + Penalty 3062.537118 = -1254328.173894
  nChanged 218
		SP:Iteration 14Q (162708.340000 sec): 3 clusters
  Score: Raw -1257520.535618 + Penalty 3062.537118 = -1254457.998499
  nChanged 196
		SP:Iteration 15Q (162708.540000 sec): 3 clusters
  Score: Raw -1257614.681899 + Penalty 3062.537118 = -1254552.144780
  nChanged 162
		SP:Iteration 16Q (162708.780000 sec): 3 clusters
  Score: Raw -1257687.906377 + Penalty 3062.537118 = -1254625.369259
  nChanged 156
		SP:Iteration 17Q (162709.010000 sec): 3 clusters
  Score: Raw -1257756.441967 + Penalty 3062.537118 = -1254693.904849
  nChanged 147
		SP:Iteration 18Q (162709.240000 sec): 3 clusters
  Score: Raw -1257808.419846 + Penalty 3062.537118 = -1254745.882728
  nChanged 118
		SP:Iteration 19Q (162709.460000 sec): 3 clusters
  Score: Raw -1257848.694076 + Penalty 3062.537118 = -1254786.156957
  nChanged 91
		SP:Iteration 20F (162709.680000 sec): 3 clusters
  Score: Raw -1257877.942273 + Penalty 3062.537118 = -1254815.405154
  nChanged 70
		SP:Iteration 21Q (162709.900000 sec): 3 clusters
  Score: Raw -1257895.526333 + Penalty 3062.537118 = -1254832.989214
  nChanged 52
		SP:Iteration 22Q (162710.120000 sec): 3 clusters
  Score: Raw -1257907.081180 + Penalty 3062.537118 = -1254844.544062
  nChanged 36
		SP:Iteration 23Q (162710.330000 sec): 3 clusters
  Score: Raw -1257913.962611 + Penalty 3062.537118 = -1254851.425493
  nChanged 35
		SP:Iteration 24Q (162710.530000 sec): 3 clusters
  Score: Raw -1257920.827918 + Penalty 3062.537118 = -1254858.290800
  nChanged 36
		SP:Iteration 25Q (162710.740000 sec): 3 clusters
  Score: Raw -1257929.024458 + Penalty 3062.537118 = -1254866.487339
  nChanged 34
		SP:Iteration 26Q (162710.930000 sec): 3 clusters
  Score: Raw -1257936.153764 + Penalty 3062.537118 = -1254873.616645
  nChanged 32
		SP:Iteration 27Q (162711.160000 sec): 3 clusters
  Score: Raw -1257941.292873 + Penalty 3062.537118 = -1254878.755755
  nChanged 21
		SP:Iteration 28Q (162711.360000 sec): 3 clusters
  Score: Raw -1257944.484647 + Penalty 3062.537118 = -1254881.947528
  nChanged 11
		SP:Iteration 29Q (162711.600000 sec): 3 clusters
  Score: Raw -1257946.239568 + Penalty 3062.537118 = -1254883.702450
  nChanged 12
		SP:Iteration 30Q (162711.810000 sec): 3 clusters
  Score: Raw -1257948.763719 + Penalty 3062.537118 = -1254886.226600
  nChanged 13
		SP:Iteration 31Q (162712.020000 sec): 3 clusters
  Score: Raw -1257951.318422 + Penalty 3062.537118 = -1254888.781303
  nChanged 17
		SP:Iteration 32Q (162712.280000 sec): 3 clusters
  Score: Raw -1257953.758999 + Penalty 3062.537118 = -1254891.221881
  nChanged 12
		SP:Iteration 33Q (162712.520000 sec): 3 clusters
  Score: Raw -1257955.086786 + Penalty 3062.537118 = -1254892.549667
  nChanged 6
		SP:Iteration 34Q (162712.750000 sec): 3 clusters
  Score: Raw -1257955.649204 + Penalty 3062.537118 = -1254893.112086
  nChanged 2
		SP:Iteration 35Q (162712.970000 sec): 3 clusters
  Score: Raw -1257955.892151 + Penalty 3062.537118 = -1254893.355033
  nChanged 2
		SP:Iteration 36Q (162713.150000 sec): 3 clusters
  Score: Raw -1257956.162042 + Penalty 3062.537118 = -1254893.624924
  nChanged 0
		SP:Iteration 37F (162713.410000 sec): 3 clusters
  Score: Raw -1257956.162042 + Penalty 3062.537118 = -1254893.624924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 18 (10623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162713.520000 sec): 2 clusters
  Score: Raw -1191019.374560 + Penalty 1506.501220 = -1189512.873340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162713.760000 sec): 3 clusters
  Score: Raw -1184867.039401 + Penalty 3013.002441 = -1181854.036960
  nChanged 4595
		SP:Iteration 1F (162713.950000 sec): 3 clusters
  Score: Raw -1187434.381326 + Penalty 3013.002441 = -1184421.378885
  nChanged 694
		SP:Iteration 2F (162714.200000 sec): 3 clusters
  Score: Raw -1187848.320909 + Penalty 3013.002441 = -1184835.318468
  nChanged 727
		SP:Iteration 3F (162714.380000 sec): 3 clusters
  Score: Raw -1188325.921261 + Penalty 3013.002441 = -1185312.918820
  nChanged 713
		SP:Iteration 4F (162714.590000 sec): 3 clusters
  Score: Raw -1188754.409704 + Penalty 3013.002441 = -1185741.407263
  nChanged 636
		SP:Iteration 5F (162714.800000 sec): 3 clusters
  Score: Raw -1189152.305537 + Penalty 3013.002441 = -1186139.303096
  nChanged 602
		SP:Iteration 6F (162714.980000 sec): 3 clusters
  Score: Raw -1189532.049749 + Penalty 3013.002441 = -1186519.047308
  nChanged 547
		SP:Iteration 7F (162715.150000 sec): 3 clusters
  Score: Raw -1189831.014494 + Penalty 3013.002441 = -1186818.012053
  nChanged 426
		SP:Iteration 8Q (162715.330000 sec): 3 clusters
  Score: Raw -1190033.204174 + Penalty 3013.002441 = -1187020.201734
  nChanged 352
		SP:Iteration 9Q (162715.570000 sec): 3 clusters
  Score: Raw -1190186.363694 + Penalty 3013.002441 = -1187173.361254
  nChanged 278
		SP:Iteration 10Q (162715.770000 sec): 3 clusters
  Score: Raw -1190286.122557 + Penalty 3013.002441 = -1187273.120116
  nChanged 223
		SP:Iteration 11Q (162716.000000 sec): 3 clusters
  Score: Raw -1190353.371761 + Penalty 3013.002441 = -1187340.369321
  nChanged 149
		SP:Iteration 12Q (162716.190000 sec): 3 clusters
  Score: Raw -1190393.817695 + Penalty 3013.002441 = -1187380.815254
  nChanged 126
		SP:Iteration 13Q (162716.430000 sec): 3 clusters
  Score: Raw -1190424.899421 + Penalty 3013.002441 = -1187411.896980
  nChanged 76
		SP:Iteration 14Q (162716.600000 sec): 3 clusters
  Score: Raw -1190442.046296 + Penalty 3013.002441 = -1187429.043855
  nChanged 73
		SP:Iteration 15Q (162716.820000 sec): 3 clusters
  Score: Raw -1190456.951487 + Penalty 3013.002441 = -1187443.949047
  nChanged 64
		SP:Iteration 16Q (162717.000000 sec): 3 clusters
  Score: Raw -1190469.447799 + Penalty 3013.002441 = -1187456.445358
  nChanged 54
		SP:Iteration 17Q (162717.240000 sec): 3 clusters
  Score: Raw -1190478.894257 + Penalty 3013.002441 = -1187465.891816
  nChanged 55
		SP:Iteration 18Q (162717.420000 sec): 3 clusters
  Score: Raw -1190488.142363 + Penalty 3013.002441 = -1187475.139922
  nChanged 39
		SP:Iteration 19Q (162717.640000 sec): 3 clusters
  Score: Raw -1190494.262301 + Penalty 3013.002441 = -1187481.259860
  nChanged 38
		SP:Iteration 20F (162717.860000 sec): 3 clusters
  Score: Raw -1190500.888446 + Penalty 3013.002441 = -1187487.886005
  nChanged 38
		SP:Iteration 21Q (162718.090000 sec): 3 clusters
  Score: Raw -1190506.960710 + Penalty 3013.002441 = -1187493.958269
  nChanged 40
		SP:Iteration 22Q (162718.320000 sec): 3 clusters
  Score: Raw -1190513.048342 + Penalty 3013.002441 = -1187500.045901
  nChanged 45
		SP:Iteration 23Q (162718.480000 sec): 3 clusters
  Score: Raw -1190519.900349 + Penalty 3013.002441 = -1187506.897908
  nChanged 45
		SP:Iteration 24Q (162718.720000 sec): 3 clusters
  Score: Raw -1190526.995700 + Penalty 3013.002441 = -1187513.993259
  nChanged 34
		SP:Iteration 25Q (162718.960000 sec): 3 clusters
  Score: Raw -1190531.790106 + Penalty 3013.002441 = -1187518.787665
  nChanged 42
		SP:Iteration 26Q (162719.170000 sec): 3 clusters
  Score: Raw -1190538.457795 + Penalty 3013.002441 = -1187525.455354
  nChanged 37
		SP:Iteration 27Q (162719.430000 sec): 3 clusters
  Score: Raw -1190543.840058 + Penalty 3013.002441 = -1187530.837617
  nChanged 30
		SP:Iteration 28Q (162719.640000 sec): 3 clusters
  Score: Raw -1190548.987319 + Penalty 3013.002441 = -1187535.984879
  nChanged 32
		SP:Iteration 29Q (162719.850000 sec): 3 clusters
  Score: Raw -1190554.097329 + Penalty 3013.002441 = -1187541.094888
  nChanged 35
		SP:Iteration 30Q (162720.050000 sec): 3 clusters
  Score: Raw -1190559.580943 + Penalty 3013.002441 = -1187546.578502
  nChanged 34
		SP:Iteration 31Q (162720.290000 sec): 3 clusters
  Score: Raw -1190564.478155 + Penalty 3013.002441 = -1187551.475714
  nChanged 39
		SP:Iteration 32Q (162720.510000 sec): 3 clusters
  Score: Raw -1190570.978019 + Penalty 3013.002441 = -1187557.975578
  nChanged 31
		SP:Iteration 33Q (162720.720000 sec): 3 clusters
  Score: Raw -1190575.222124 + Penalty 3013.002441 = -1187562.219683
  nChanged 35
		SP:Iteration 34Q (162720.950000 sec): 3 clusters
  Score: Raw -1190581.531604 + Penalty 3013.002441 = -1187568.529163
  nChanged 37
		SP:Iteration 35Q (162721.150000 sec): 3 clusters
  Score: Raw -1190588.539445 + Penalty 3013.002441 = -1187575.537004
  nChanged 41
		SP:Iteration 36Q (162721.360000 sec): 3 clusters
  Score: Raw -1190597.383657 + Penalty 3013.002441 = -1187584.381216
  nChanged 49
		SP:Iteration 37Q (162721.590000 sec): 3 clusters
  Score: Raw -1190609.204855 + Penalty 3013.002441 = -1187596.202414
  nChanged 48
		SP:Iteration 38Q (162721.790000 sec): 3 clusters
  Score: Raw -1190620.136766 + Penalty 3013.002441 = -1187607.134325
  nChanged 40
		SP:Iteration 39Q (162722.000000 sec): 3 clusters
  Score: Raw -1190628.568749 + Penalty 3013.002441 = -1187615.566308
  nChanged 40
		SP:Iteration 40F (162722.190000 sec): 3 clusters
  Score: Raw -1190637.158151 + Penalty 3013.002441 = -1187624.155710
  nChanged 47
		SP:Iteration 41Q (162722.400000 sec): 3 clusters
  Score: Raw -1190646.957003 + Penalty 3013.002441 = -1187633.954562
  nChanged 34
		SP:Iteration 42Q (162722.600000 sec): 3 clusters
  Score: Raw -1190652.829766 + Penalty 3013.002441 = -1187639.827325
  nChanged 33
		SP:Iteration 43Q (162722.780000 sec): 3 clusters
  Score: Raw -1190658.896291 + Penalty 3013.002441 = -1187645.893850
  nChanged 42
		SP:Iteration 44Q (162723.010000 sec): 3 clusters
  Score: Raw -1190666.896919 + Penalty 3013.002441 = -1187653.894478
  nChanged 36
		SP:Iteration 45Q (162723.230000 sec): 3 clusters
  Score: Raw -1190673.400651 + Penalty 3013.002441 = -1187660.398210
  nChanged 32
		SP:Iteration 46Q (162723.450000 sec): 3 clusters
  Score: Raw -1190679.296558 + Penalty 3013.002441 = -1187666.294117
  nChanged 29
		SP:Iteration 47Q (162723.640000 sec): 3 clusters
  Score: Raw -1190684.811887 + Penalty 3013.002441 = -1187671.809446
  nChanged 31
		SP:Iteration 48Q (162723.850000 sec): 3 clusters
  Score: Raw -1190692.376090 + Penalty 3013.002441 = -1187679.373650
  nChanged 36
		SP:Iteration 49Q (162724.020000 sec): 3 clusters
  Score: Raw -1190699.903528 + Penalty 3013.002441 = -1187686.901088
  nChanged 30
		SP:Iteration 50Q (162724.240000 sec): 3 clusters
  Score: Raw -1190705.924395 + Penalty 3013.002441 = -1187692.921954
  nChanged 36
		SP:Iteration 51Q (162724.460000 sec): 3 clusters
  Score: Raw -1190712.395099 + Penalty 3013.002441 = -1187699.392658
  nChanged 26
		SP:Iteration 52Q (162724.700000 sec): 3 clusters
  Score: Raw -1190716.928116 + Penalty 3013.002441 = -1187703.925675
  nChanged 20
		SP:Iteration 53Q (162724.880000 sec): 3 clusters
  Score: Raw -1190721.111761 + Penalty 3013.002441 = -1187708.109320
  nChanged 26
		SP:Iteration 54Q (162725.110000 sec): 3 clusters
  Score: Raw -1190726.193283 + Penalty 3013.002441 = -1187713.190843
  nChanged 24
		SP:Iteration 55Q (162725.330000 sec): 3 clusters
  Score: Raw -1190730.617306 + Penalty 3013.002441 = -1187717.614866
  nChanged 29
		SP:Iteration 56Q (162725.560000 sec): 3 clusters
  Score: Raw -1190736.505523 + Penalty 3013.002441 = -1187723.503082
  nChanged 27
		SP:Iteration 57Q (162725.790000 sec): 3 clusters
  Score: Raw -1190742.148707 + Penalty 3013.002441 = -1187729.146266
  nChanged 22
		SP:Iteration 58Q (162725.950000 sec): 3 clusters
  Score: Raw -1190747.412793 + Penalty 3013.002441 = -1187734.410352
  nChanged 33
		SP:Iteration 59Q (162726.240000 sec): 3 clusters
  Score: Raw -1190754.415721 + Penalty 3013.002441 = -1187741.413280
  nChanged 30
		SP:Iteration 60F (162726.430000 sec): 3 clusters
  Score: Raw -1190762.112473 + Penalty 3013.002441 = -1187749.110032
  nChanged 33
		SP:Iteration 61Q (162726.610000 sec): 3 clusters
  Score: Raw -1190769.736960 + Penalty 3013.002441 = -1187756.734519
  nChanged 30
		SP:Iteration 62Q (162726.850000 sec): 3 clusters
  Score: Raw -1190776.993485 + Penalty 3013.002441 = -1187763.991044
  nChanged 29
		SP:Iteration 63Q (162727.050000 sec): 3 clusters
  Score: Raw -1190784.754012 + Penalty 3013.002441 = -1187771.751571
  nChanged 39
		SP:Iteration 64Q (162727.310000 sec): 3 clusters
  Score: Raw -1190793.965963 + Penalty 3013.002441 = -1187780.963523
  nChanged 35
		SP:Iteration 65Q (162727.500000 sec): 3 clusters
  Score: Raw -1190803.267297 + Penalty 3013.002441 = -1187790.264856
  nChanged 33
		SP:Iteration 66Q (162727.700000 sec): 3 clusters
  Score: Raw -1190813.819573 + Penalty 3013.002441 = -1187800.817133
  nChanged 41
		SP:Iteration 67Q (162727.970000 sec): 3 clusters
  Score: Raw -1190827.443971 + Penalty 3013.002441 = -1187814.441530
  nChanged 42
		SP:Iteration 68Q (162728.170000 sec): 3 clusters
  Score: Raw -1190839.161270 + Penalty 3013.002441 = -1187826.158829
  nChanged 28
		SP:Iteration 69Q (162728.370000 sec): 3 clusters
  Score: Raw -1190845.760077 + Penalty 3013.002441 = -1187832.757636
  nChanged 24
		SP:Iteration 70Q (162728.590000 sec): 3 clusters
  Score: Raw -1190851.664053 + Penalty 3013.002441 = -1187838.661612
  nChanged 29
		SP:Iteration 71Q (162728.830000 sec): 3 clusters
  Score: Raw -1190860.007233 + Penalty 3013.002441 = -1187847.004792
  nChanged 30
		SP:Iteration 72Q (162729.020000 sec): 3 clusters
  Score: Raw -1190869.028951 + Penalty 3013.002441 = -1187856.026510
  nChanged 33
		SP:Iteration 73Q (162729.240000 sec): 3 clusters
  Score: Raw -1190878.752012 + Penalty 3013.002441 = -1187865.749571
  nChanged 32
		SP:Iteration 74Q (162729.480000 sec): 3 clusters
  Score: Raw -1190888.222328 + Penalty 3013.002441 = -1187875.219888
  nChanged 32
		SP:Iteration 75Q (162729.670000 sec): 3 clusters
  Score: Raw -1190896.579166 + Penalty 3013.002441 = -1187883.576725
  nChanged 28
		SP:Iteration 76Q (162729.840000 sec): 3 clusters
  Score: Raw -1190905.128182 + Penalty 3013.002441 = -1187892.125741
  nChanged 27
		SP:Iteration 77Q (162730.070000 sec): 3 clusters
  Score: Raw -1190912.237660 + Penalty 3013.002441 = -1187899.235220
  nChanged 19
		SP:Iteration 78Q (162730.290000 sec): 3 clusters
  Score: Raw -1190917.749600 + Penalty 3013.002441 = -1187904.747159
  nChanged 25
		SP:Iteration 79Q (162730.520000 sec): 3 clusters
  Score: Raw -1190924.997986 + Penalty 3013.002441 = -1187911.995546
  nChanged 22
		SP:Iteration 80F (162730.690000 sec): 3 clusters
  Score: Raw -1190932.328783 + Penalty 3013.002441 = -1187919.326342
  nChanged 26
		SP:Iteration 81Q (162730.870000 sec): 3 clusters
  Score: Raw -1190939.607613 + Penalty 3013.002441 = -1187926.605172
  nChanged 25
		SP:Iteration 82Q (162731.060000 sec): 3 clusters
  Score: Raw -1190947.573703 + Penalty 3013.002441 = -1187934.571262
  nChanged 26
		SP:Iteration 83Q (162731.250000 sec): 3 clusters
  Score: Raw -1190954.515836 + Penalty 3013.002441 = -1187941.513395
  nChanged 24
		SP:Iteration 84Q (162731.450000 sec): 3 clusters
  Score: Raw -1190960.734670 + Penalty 3013.002441 = -1187947.732229
  nChanged 13
		SP:Iteration 85Q (162731.650000 sec): 3 clusters
  Score: Raw -1190964.579933 + Penalty 3013.002441 = -1187951.577492
  nChanged 15
		SP:Iteration 86Q (162731.830000 sec): 3 clusters
  Score: Raw -1190970.552384 + Penalty 3013.002441 = -1187957.549943
  nChanged 20
		SP:Iteration 87Q (162732.080000 sec): 3 clusters
  Score: Raw -1190977.269442 + Penalty 3013.002441 = -1187964.267002
  nChanged 23
		SP:Iteration 88Q (162732.290000 sec): 3 clusters
  Score: Raw -1190984.740439 + Penalty 3013.002441 = -1187971.737999
  nChanged 21
		SP:Iteration 89Q (162732.470000 sec): 3 clusters
  Score: Raw -1190991.961910 + Penalty 3013.002441 = -1187978.959469
  nChanged 21
		SP:Iteration 90Q (162732.710000 sec): 3 clusters
  Score: Raw -1191001.080234 + Penalty 3013.002441 = -1187988.077793
  nChanged 29
		SP:Iteration 91Q (162732.910000 sec): 3 clusters
  Score: Raw -1191012.521620 + Penalty 3013.002441 = -1187999.519179
  nChanged 20
		SP:Iteration 92Q (162733.100000 sec): 3 clusters
  Score: Raw -1191021.232212 + Penalty 3013.002441 = -1188008.229771
  nChanged 20
		SP:Iteration 93Q (162733.300000 sec): 3 clusters
  Score: Raw -1191028.295057 + Penalty 3013.002441 = -1188015.292616
  nChanged 24
		SP:Iteration 94Q (162733.530000 sec): 3 clusters
  Score: Raw -1191039.932137 + Penalty 3013.002441 = -1188026.929696
  nChanged 27
		SP:Iteration 95Q (162733.720000 sec): 3 clusters
  Score: Raw -1191052.358620 + Penalty 3013.002441 = -1188039.356179
  nChanged 21
		SP:Iteration 96Q (162733.950000 sec): 3 clusters
  Score: Raw -1191061.118267 + Penalty 3013.002441 = -1188048.115826
  nChanged 21
		SP:Iteration 97Q (162734.180000 sec): 3 clusters
  Score: Raw -1191069.952310 + Penalty 3013.002441 = -1188056.949869
  nChanged 19
		SP:Iteration 98Q (162734.410000 sec): 3 clusters
  Score: Raw -1191075.828471 + Penalty 3013.002441 = -1188062.826030
  nChanged 21
		SP:Iteration 99Q (162734.640000 sec): 3 clusters
  Score: Raw -1191084.825628 + Penalty 3013.002441 = -1188071.823187
  nChanged 20
		SP:Iteration 100F (162734.880000 sec): 3 clusters
  Score: Raw -1191092.910097 + Penalty 3013.002441 = -1188079.907657
  nChanged 13
		SP:Iteration 101Q (162735.030000 sec): 3 clusters
  Score: Raw -1191098.211902 + Penalty 3013.002441 = -1188085.209461
  nChanged 13
		SP:Iteration 102Q (162735.280000 sec): 3 clusters
  Score: Raw -1191103.742841 + Penalty 3013.002441 = -1188090.740400
  nChanged 12
		SP:Iteration 103Q (162735.470000 sec): 3 clusters
  Score: Raw -1191108.854125 + Penalty 3013.002441 = -1188095.851685
  nChanged 13
		SP:Iteration 104Q (162735.660000 sec): 3 clusters
  Score: Raw -1191114.647430 + Penalty 3013.002441 = -1188101.644989
  nChanged 10
		SP:Iteration 105Q (162735.840000 sec): 3 clusters
  Score: Raw -1191118.213162 + Penalty 3013.002441 = -1188105.210721
  nChanged 10
		SP:Iteration 106Q (162736.050000 sec): 3 clusters
  Score: Raw -1191121.855944 + Penalty 3013.002441 = -1188108.853503
  nChanged 11
		SP:Iteration 107Q (162736.230000 sec): 3 clusters
  Score: Raw -1191126.375307 + Penalty 3013.002441 = -1188113.372866
  nChanged 6
		SP:Iteration 108Q (162736.440000 sec): 3 clusters
  Score: Raw -1191129.237390 + Penalty 3013.002441 = -1188116.234949
  nChanged 5
		SP:Iteration 109Q (162736.650000 sec): 3 clusters
  Score: Raw -1191130.921414 + Penalty 3013.002441 = -1188117.918973
  nChanged 4
		SP:Iteration 110Q (162736.880000 sec): 3 clusters
  Score: Raw -1191132.328358 + Penalty 3013.002441 = -1188119.325917
  nChanged 1
		SP:Iteration 111Q (162737.100000 sec): 3 clusters
  Score: Raw -1191132.613534 + Penalty 3013.002441 = -1188119.611093
  nChanged 1
		SP:Iteration 112Q (162737.310000 sec): 3 clusters
  Score: Raw -1191133.108474 + Penalty 3013.002441 = -1188120.106033
  nChanged 2
		SP:Iteration 113Q (162737.480000 sec): 3 clusters
  Score: Raw -1191133.690432 + Penalty 3013.002441 = -1188120.687992
  nChanged 2
		SP:Iteration 114Q (162737.690000 sec): 3 clusters
  Score: Raw -1191134.831778 + Penalty 3013.002441 = -1188121.829337
  nChanged 3
		SP:Iteration 115Q (162737.950000 sec): 3 clusters
  Score: Raw -1191135.731628 + Penalty 3013.002441 = -1188122.729188
  nChanged 4
		SP:Iteration 116Q (162738.160000 sec): 3 clusters
  Score: Raw -1191136.994666 + Penalty 3013.002441 = -1188123.992225
  nChanged 1
		SP:Iteration 117Q (162738.370000 sec): 3 clusters
  Score: Raw -1191137.339500 + Penalty 3013.002441 = -1188124.337059
  nChanged 2
		SP:Iteration 118Q (162738.510000 sec): 3 clusters
  Score: Raw -1191137.675549 + Penalty 3013.002441 = -1188124.673108
  nChanged 0
		SP:Iteration 119F (162738.730000 sec): 3 clusters
  Score: Raw -1191137.675549 + Penalty 3013.002441 = -1188124.673108
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 19 (11980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162738.850000 sec): 2 clusters
  Score: Raw -1229061.218806 + Penalty 1526.036504 = -1227535.182302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162739.130000 sec): 3 clusters
  Score: Raw -1222216.360973 + Penalty 3052.073008 = -1219164.287965
  nChanged 5315
		SP:Iteration 1F (162739.350000 sec): 3 clusters
  Score: Raw -1225541.691021 + Penalty 3052.073008 = -1222489.618012
  nChanged 849
		SP:Iteration 2F (162739.530000 sec): 3 clusters
  Score: Raw -1225990.400848 + Penalty 3052.073008 = -1222938.327840
  nChanged 715
		SP:Iteration 3F (162739.730000 sec): 3 clusters
  Score: Raw -1226349.709682 + Penalty 3052.073008 = -1223297.636674
  nChanged 597
		SP:Iteration 4Q (162739.950000 sec): 3 clusters
  Score: Raw -1226612.961202 + Penalty 3052.073008 = -1223560.888194
  nChanged 535
		SP:Iteration 5Q (162740.190000 sec): 3 clusters
  Score: Raw -1226835.869236 + Penalty 3052.073008 = -1223783.796228
  nChanged 453
		SP:Iteration 6Q (162740.390000 sec): 3 clusters
  Score: Raw -1227034.129196 + Penalty 3052.073008 = -1223982.056188
  nChanged 400
		SP:Iteration 7Q (162740.650000 sec): 3 clusters
  Score: Raw -1227208.050209 + Penalty 3052.073008 = -1224155.977201
  nChanged 362
		SP:Iteration 8Q (162740.890000 sec): 3 clusters
  Score: Raw -1227357.192978 + Penalty 3052.073008 = -1224305.119969
  nChanged 362
		SP:Iteration 9Q (162741.090000 sec): 3 clusters
  Score: Raw -1227499.803573 + Penalty 3052.073008 = -1224447.730565
  nChanged 321
		SP:Iteration 10Q (162741.340000 sec): 3 clusters
  Score: Raw -1227638.406412 + Penalty 3052.073008 = -1224586.333404
  nChanged 318
		SP:Iteration 11Q (162741.570000 sec): 3 clusters
  Score: Raw -1227779.283557 + Penalty 3052.073008 = -1224727.210549
  nChanged 307
		SP:Iteration 12Q (162741.790000 sec): 3 clusters
  Score: Raw -1227899.030398 + Penalty 3052.073008 = -1224846.957390
  nChanged 256
		SP:Iteration 13Q (162742.020000 sec): 3 clusters
  Score: Raw -1228007.462457 + Penalty 3052.073008 = -1224955.389449
  nChanged 255
		SP:Iteration 14Q (162742.230000 sec): 3 clusters
  Score: Raw -1228100.411950 + Penalty 3052.073008 = -1225048.338942
  nChanged 216
		SP:Iteration 15Q (162742.460000 sec): 3 clusters
  Score: Raw -1228176.264634 + Penalty 3052.073008 = -1225124.191626
  nChanged 201
		SP:Iteration 16Q (162742.680000 sec): 3 clusters
  Score: Raw -1228247.029547 + Penalty 3052.073008 = -1225194.956539
  nChanged 188
		SP:Iteration 17Q (162742.930000 sec): 3 clusters
  Score: Raw -1228301.292639 + Penalty 3052.073008 = -1225249.219631
  nChanged 138
		SP:Iteration 18Q (162743.140000 sec): 3 clusters
  Score: Raw -1228339.421021 + Penalty 3052.073008 = -1225287.348013
  nChanged 122
		SP:Iteration 19Q (162743.370000 sec): 3 clusters
  Score: Raw -1228369.364198 + Penalty 3052.073008 = -1225317.291189
  nChanged 99
		SP:Iteration 20F (162743.590000 sec): 3 clusters
  Score: Raw -1228392.233171 + Penalty 3052.073008 = -1225340.160163
  nChanged 91
		SP:Iteration 21Q (162743.780000 sec): 3 clusters
  Score: Raw -1228413.991001 + Penalty 3052.073008 = -1225361.917993
  nChanged 86
		SP:Iteration 22Q (162744.000000 sec): 3 clusters
  Score: Raw -1228430.031827 + Penalty 3052.073008 = -1225377.958818
  nChanged 78
		SP:Iteration 23Q (162744.250000 sec): 3 clusters
  Score: Raw -1228445.227871 + Penalty 3052.073008 = -1225393.154863
  nChanged 70
		SP:Iteration 24Q (162744.450000 sec): 3 clusters
  Score: Raw -1228457.226282 + Penalty 3052.073008 = -1225405.153274
  nChanged 56
		SP:Iteration 25Q (162744.650000 sec): 3 clusters
  Score: Raw -1228466.826739 + Penalty 3052.073008 = -1225414.753731
  nChanged 49
		SP:Iteration 26Q (162744.850000 sec): 3 clusters
  Score: Raw -1228475.036809 + Penalty 3052.073008 = -1225422.963801
  nChanged 49
		SP:Iteration 27Q (162745.050000 sec): 3 clusters
  Score: Raw -1228483.477292 + Penalty 3052.073008 = -1225431.404284
  nChanged 50
		SP:Iteration 28Q (162745.310000 sec): 3 clusters
  Score: Raw -1228490.280345 + Penalty 3052.073008 = -1225438.207337
  nChanged 46
		SP:Iteration 29Q (162745.530000 sec): 3 clusters
  Score: Raw -1228496.247915 + Penalty 3052.073008 = -1225444.174907
  nChanged 40
		SP:Iteration 30Q (162745.730000 sec): 3 clusters
  Score: Raw -1228501.459312 + Penalty 3052.073008 = -1225449.386304
  nChanged 30
		SP:Iteration 31Q (162745.930000 sec): 3 clusters
  Score: Raw -1228505.098934 + Penalty 3052.073008 = -1225453.025926
  nChanged 26
		SP:Iteration 32Q (162746.130000 sec): 3 clusters
  Score: Raw -1228508.910064 + Penalty 3052.073008 = -1225456.837056
  nChanged 25
		SP:Iteration 33Q (162746.350000 sec): 3 clusters
  Score: Raw -1228513.929351 + Penalty 3052.073008 = -1225461.856343
  nChanged 33
		SP:Iteration 34Q (162746.560000 sec): 3 clusters
  Score: Raw -1228520.437034 + Penalty 3052.073008 = -1225468.364026
  nChanged 37
		SP:Iteration 35Q (162746.770000 sec): 3 clusters
  Score: Raw -1228525.545531 + Penalty 3052.073008 = -1225473.472523
  nChanged 32
		SP:Iteration 36Q (162746.970000 sec): 3 clusters
  Score: Raw -1228528.488788 + Penalty 3052.073008 = -1225476.415780
  nChanged 23
		SP:Iteration 37Q (162747.240000 sec): 3 clusters
  Score: Raw -1228531.111992 + Penalty 3052.073008 = -1225479.038983
  nChanged 20
		SP:Iteration 38Q (162747.480000 sec): 3 clusters
  Score: Raw -1228533.447772 + Penalty 3052.073008 = -1225481.374763
  nChanged 20
		SP:Iteration 39Q (162747.700000 sec): 3 clusters
  Score: Raw -1228535.601842 + Penalty 3052.073008 = -1225483.528834
  nChanged 24
		SP:Iteration 40F (162747.980000 sec): 3 clusters
  Score: Raw -1228538.087056 + Penalty 3052.073008 = -1225486.014048
  nChanged 16
		SP:Iteration 41Q (162748.190000 sec): 3 clusters
  Score: Raw -1228539.860970 + Penalty 3052.073008 = -1225487.787962
  nChanged 21
		SP:Iteration 42Q (162748.420000 sec): 3 clusters
  Score: Raw -1228542.118491 + Penalty 3052.073008 = -1225490.045483
  nChanged 17
		SP:Iteration 43Q (162748.680000 sec): 3 clusters
  Score: Raw -1228544.049824 + Penalty 3052.073008 = -1225491.976816
  nChanged 21
		SP:Iteration 44Q (162748.900000 sec): 3 clusters
  Score: Raw -1228546.321935 + Penalty 3052.073008 = -1225494.248926
  nChanged 20
		SP:Iteration 45Q (162749.110000 sec): 3 clusters
  Score: Raw -1228548.177034 + Penalty 3052.073008 = -1225496.104026
  nChanged 16
		SP:Iteration 46Q (162749.320000 sec): 3 clusters
  Score: Raw -1228549.783763 + Penalty 3052.073008 = -1225497.710755
  nChanged 9
		SP:Iteration 47Q (162749.540000 sec): 3 clusters
  Score: Raw -1228550.375730 + Penalty 3052.073008 = -1225498.302722
  nChanged 11
		SP:Iteration 48Q (162749.760000 sec): 3 clusters
  Score: Raw -1228551.336286 + Penalty 3052.073008 = -1225499.263277
  nChanged 9
		SP:Iteration 49Q (162749.920000 sec): 3 clusters
  Score: Raw -1228552.243093 + Penalty 3052.073008 = -1225500.170085
  nChanged 13
		SP:Iteration 50Q (162750.130000 sec): 3 clusters
  Score: Raw -1228553.637961 + Penalty 3052.073008 = -1225501.564953
  nChanged 16
		SP:Iteration 51Q (162750.320000 sec): 3 clusters
  Score: Raw -1228555.281509 + Penalty 3052.073008 = -1225503.208500
  nChanged 14
		SP:Iteration 52Q (162750.570000 sec): 3 clusters
  Score: Raw -1228556.453542 + Penalty 3052.073008 = -1225504.380534
  nChanged 13
		SP:Iteration 53Q (162750.800000 sec): 3 clusters
  Score: Raw -1228558.053989 + Penalty 3052.073008 = -1225505.980981
  nChanged 17
		SP:Iteration 54Q (162750.980000 sec): 3 clusters
  Score: Raw -1228560.813929 + Penalty 3052.073008 = -1225508.740921
  nChanged 13
		SP:Iteration 55Q (162751.210000 sec): 3 clusters
  Score: Raw -1228562.708460 + Penalty 3052.073008 = -1225510.635452
  nChanged 19
		SP:Iteration 56Q (162751.420000 sec): 3 clusters
  Score: Raw -1228564.492637 + Penalty 3052.073008 = -1225512.419629
  nChanged 15
		SP:Iteration 57Q (162751.630000 sec): 3 clusters
  Score: Raw -1228566.338035 + Penalty 3052.073008 = -1225514.265026
  nChanged 14
		SP:Iteration 58Q (162751.910000 sec): 3 clusters
  Score: Raw -1228567.790947 + Penalty 3052.073008 = -1225515.717938
  nChanged 10
		SP:Iteration 59Q (162752.100000 sec): 3 clusters
  Score: Raw -1228568.839639 + Penalty 3052.073008 = -1225516.766631
  nChanged 14
		SP:Iteration 60F (162752.330000 sec): 3 clusters
  Score: Raw -1228570.073035 + Penalty 3052.073008 = -1225518.000027
  nChanged 9
		SP:Iteration 61Q (162752.600000 sec): 3 clusters
  Score: Raw -1228571.307344 + Penalty 3052.073008 = -1225519.234335
  nChanged 16
		SP:Iteration 62Q (162752.870000 sec): 3 clusters
  Score: Raw -1228573.417124 + Penalty 3052.073008 = -1225521.344115
  nChanged 15
		SP:Iteration 63Q (162753.050000 sec): 3 clusters
  Score: Raw -1228574.648405 + Penalty 3052.073008 = -1225522.575396
  nChanged 12
		SP:Iteration 64Q (162753.210000 sec): 3 clusters
  Score: Raw -1228575.369278 + Penalty 3052.073008 = -1225523.296269
  nChanged 6
		SP:Iteration 65Q (162753.470000 sec): 3 clusters
  Score: Raw -1228575.837782 + Penalty 3052.073008 = -1225523.764774
  nChanged 5
		SP:Iteration 66Q (162753.690000 sec): 3 clusters
  Score: Raw -1228576.150507 + Penalty 3052.073008 = -1225524.077498
  nChanged 4
		SP:Iteration 67Q (162753.930000 sec): 3 clusters
  Score: Raw -1228576.339571 + Penalty 3052.073008 = -1225524.266563
  nChanged 1
		SP:Iteration 68Q (162754.140000 sec): 3 clusters
  Score: Raw -1228576.406471 + Penalty 3052.073008 = -1225524.333462
  nChanged 2
		SP:Iteration 69Q (162754.370000 sec): 3 clusters
  Score: Raw -1228576.712449 + Penalty 3052.073008 = -1225524.639441
  nChanged 0
		SP:Iteration 70F (162754.600000 sec): 3 clusters
  Score: Raw -1228576.712449 + Penalty 3052.073008 = -1225524.639441
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 20 (28174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162754.810000 sec): 2 clusters
  Score: Raw -3106424.589463 + Penalty 1665.000162 = -3104759.589300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162755.100000 sec): 3 clusters
  Score: Raw -3089220.625855 + Penalty 3330.000325 = -3085890.625531
  nChanged 12862
		SP:Iteration 1F (162755.400000 sec): 3 clusters
  Score: Raw -3096284.221238 + Penalty 3330.000325 = -3092954.220914
  nChanged 1278
		SP:Iteration 2Q (162755.740000 sec): 3 clusters
  Score: Raw -3096723.012930 + Penalty 3330.000325 = -3093393.012605
  nChanged 1318
		SP:Iteration 3Q (162756.030000 sec): 3 clusters
  Score: Raw -3097192.575770 + Penalty 3330.000325 = -3093862.575445
  nChanged 1365
		SP:Iteration 4Q (162756.430000 sec): 3 clusters
  Score: Raw -3097725.521915 + Penalty 3330.000325 = -3094395.521590
  nChanged 1453
		SP:Iteration 5F (162756.780000 sec): 3 clusters
  Score: Raw -3098386.354491 + Penalty 3330.000325 = -3095056.354167
  nChanged 1575
		SP:Iteration 6F (162757.130000 sec): 3 clusters
  Score: Raw -3099209.084400 + Penalty 3330.000325 = -3095879.084075
  nChanged 1638
		SP:Iteration 7F (162757.460000 sec): 3 clusters
  Score: Raw -3100151.551497 + Penalty 3330.000325 = -3096821.551172
  nChanged 1646
		SP:Iteration 8F (162757.810000 sec): 3 clusters
  Score: Raw -3101206.437433 + Penalty 3330.000325 = -3097876.437108
  nChanged 1553
		SP:Iteration 9F (162758.140000 sec): 3 clusters
  Score: Raw -3102285.843947 + Penalty 3330.000325 = -3098955.843622
  nChanged 1458
		SP:Iteration 10F (162758.470000 sec): 3 clusters
  Score: Raw -3103394.062519 + Penalty 3330.000325 = -3100064.062194
  nChanged 1212
		SP:Iteration 11Q (162758.810000 sec): 3 clusters
  Score: Raw -3104393.949537 + Penalty 3330.000325 = -3101063.949213
  nChanged 972
		SP:Iteration 12Q (162759.140000 sec): 3 clusters
  Score: Raw -3105247.059702 + Penalty 3330.000325 = -3101917.059377
  nChanged 633
		SP:Iteration 13Q (162759.440000 sec): 3 clusters
  Score: Raw -3105793.023198 + Penalty 3330.000325 = -3102463.022873
  nChanged 376
		SP:Iteration 14Q (162759.770000 sec): 3 clusters
  Score: Raw -3106127.940707 + Penalty 3330.000325 = -3102797.940382
  nChanged 236
		SP:Iteration 15Q (162760.070000 sec): 3 clusters
  Score: Raw -3106350.225142 + Penalty 3330.000325 = -3103020.224817
  nChanged 136
		SP:Iteration 16Q (162760.350000 sec): 3 clusters
  Score: Raw -3106486.481287 + Penalty 3330.000325 = -3103156.480962
  nChanged 97
		SP:Iteration 17Q (162760.680000 sec): 3 clusters
  Score: Raw -3106569.155636 + Penalty 3330.000325 = -3103239.155312
  nChanged 57
		SP:Iteration 18Q (162760.940000 sec): 3 clusters
  Score: Raw -3106615.889814 + Penalty 3330.000325 = -3103285.889489
  nChanged 39
		SP:Iteration 19Q (162761.230000 sec): 3 clusters
  Score: Raw -3106642.505775 + Penalty 3330.000325 = -3103312.505450
  nChanged 27
		SP:Iteration 20F (162761.520000 sec): 3 clusters
  Score: Raw -3106659.254624 + Penalty 3330.000325 = -3103329.254299
  nChanged 15
		SP:Iteration 21Q (162761.850000 sec): 3 clusters
  Score: Raw -3106669.305068 + Penalty 3330.000325 = -3103339.304743
  nChanged 13
		SP:Iteration 22Q (162762.100000 sec): 3 clusters
  Score: Raw -3106676.172801 + Penalty 3330.000325 = -3103346.172476
  nChanged 8
		SP:Iteration 23Q (162762.390000 sec): 3 clusters
  Score: Raw -3106682.383896 + Penalty 3330.000325 = -3103352.383571
  nChanged 10
		SP:Iteration 24Q (162762.690000 sec): 3 clusters
  Score: Raw -3106688.788215 + Penalty 3330.000325 = -3103358.787890
  nChanged 6
		SP:Iteration 25Q (162762.990000 sec): 3 clusters
  Score: Raw -3106692.079834 + Penalty 3330.000325 = -3103362.079509
  nChanged 2
		SP:Iteration 26Q (162763.280000 sec): 3 clusters
  Score: Raw -3106692.733916 + Penalty 3330.000325 = -3103362.733591
  nChanged 1
		SP:Iteration 27Q (162763.550000 sec): 3 clusters
  Score: Raw -3106693.480860 + Penalty 3330.000325 = -3103363.480535
  nChanged 1
		SP:Iteration 28Q (162763.810000 sec): 3 clusters
  Score: Raw -3106694.200424 + Penalty 3330.000325 = -3103364.200099
  nChanged 2
		SP:Iteration 29Q (162764.080000 sec): 3 clusters
  Score: Raw -3106695.126652 + Penalty 3330.000325 = -3103365.126327
  nChanged 2
		SP:Iteration 30Q (162764.370000 sec): 3 clusters
  Score: Raw -3106696.028732 + Penalty 3330.000325 = -3103366.028407
  nChanged 2
		SP:Iteration 31Q (162764.620000 sec): 3 clusters
  Score: Raw -3106697.507046 + Penalty 3330.000325 = -3103367.506721
  nChanged 0
		SP:Iteration 32F (162764.930000 sec): 3 clusters
  Score: Raw -3106697.507046 + Penalty 3330.000325 = -3103367.506721
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 21 (8354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162765.090000 sec): 2 clusters
  Score: Raw -944906.689377 + Penalty 1467.455559 = -943439.233818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162765.240000 sec): 3 clusters
  Score: Raw -940235.894132 + Penalty 2934.911117 = -937300.983015
  nChanged 3574
		SP:Iteration 1F (162765.480000 sec): 3 clusters
  Score: Raw -942116.181173 + Penalty 2934.911117 = -939181.270056
  nChanged 471
		SP:Iteration 2F (162765.690000 sec): 3 clusters
  Score: Raw -942306.782872 + Penalty 2934.911117 = -939371.871755
  nChanged 393
		SP:Iteration 3Q (162765.900000 sec): 3 clusters
  Score: Raw -942470.169629 + Penalty 2934.911117 = -939535.258512
  nChanged 379
		SP:Iteration 4Q (162766.100000 sec): 3 clusters
  Score: Raw -942650.812572 + Penalty 2934.911117 = -939715.901454
  nChanged 404
		SP:Iteration 5Q (162766.240000 sec): 3 clusters
  Score: Raw -942864.366144 + Penalty 2934.911117 = -939929.455027
  nChanged 461
		SP:Iteration 6F (162766.460000 sec): 3 clusters
  Score: Raw -943138.821885 + Penalty 2934.911117 = -940203.910767
  nChanged 479
		SP:Iteration 7F (162766.650000 sec): 3 clusters
  Score: Raw -943462.219123 + Penalty 2934.911117 = -940527.308006
  nChanged 492
		SP:Iteration 8F (162766.870000 sec): 3 clusters
  Score: Raw -943852.649792 + Penalty 2934.911117 = -940917.738675
  nChanged 456
		SP:Iteration 9F (162767.100000 sec): 3 clusters
  Score: Raw -944242.110292 + Penalty 2934.911117 = -941307.199175
  nChanged 396
		SP:Iteration 10Q (162767.290000 sec): 3 clusters
  Score: Raw -944586.206197 + Penalty 2934.911117 = -941651.295080
  nChanged 265
		SP:Iteration 11Q (162767.510000 sec): 3 clusters
  Score: Raw -944811.427775 + Penalty 2934.911117 = -941876.516658
  nChanged 167
		SP:Iteration 12Q (162767.720000 sec): 3 clusters
  Score: Raw -944969.283874 + Penalty 2934.911117 = -942034.372757
  nChanged 104
		SP:Iteration 13Q (162767.940000 sec): 3 clusters
  Score: Raw -945065.066304 + Penalty 2934.911117 = -942130.155187
  nChanged 56
		SP:Iteration 14Q (162768.090000 sec): 3 clusters
  Score: Raw -945108.402168 + Penalty 2934.911117 = -942173.491051
  nChanged 25
		SP:Iteration 15Q (162768.210000 sec): 3 clusters
  Score: Raw -945132.587422 + Penalty 2934.911117 = -942197.676304
  nChanged 20
		SP:Iteration 16Q (162768.440000 sec): 3 clusters
  Score: Raw -945152.497481 + Penalty 2934.911117 = -942217.586364
  nChanged 19
		SP:Iteration 17Q (162768.620000 sec): 3 clusters
  Score: Raw -945174.006460 + Penalty 2934.911117 = -942239.095343
  nChanged 16
		SP:Iteration 18Q (162768.830000 sec): 3 clusters
  Score: Raw -945189.674920 + Penalty 2934.911117 = -942254.763802
  nChanged 18
		SP:Iteration 19Q (162769.030000 sec): 3 clusters
  Score: Raw -945205.128818 + Penalty 2934.911117 = -942270.217700
  nChanged 8
		SP:Iteration 20F (162769.210000 sec): 3 clusters
  Score: Raw -945210.872527 + Penalty 2934.911117 = -942275.961410
  nChanged 3
		SP:Iteration 21Q (162769.410000 sec): 3 clusters
  Score: Raw -945214.275250 + Penalty 2934.911117 = -942279.364133
  nChanged 5
		SP:Iteration 22Q (162769.620000 sec): 3 clusters
  Score: Raw -945216.952312 + Penalty 2934.911117 = -942282.041195
  nChanged 3
		SP:Iteration 23Q (162769.810000 sec): 3 clusters
  Score: Raw -945218.995276 + Penalty 2934.911117 = -942284.084159
  nChanged 1
		SP:Iteration 24Q (162770.000000 sec): 3 clusters
  Score: Raw -945219.223965 + Penalty 2934.911117 = -942284.312848
  nChanged 0
		SP:Iteration 25F (162770.180000 sec): 3 clusters
  Score: Raw -945219.223965 + Penalty 2934.911117 = -942284.312848
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 22 (1656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162770.290000 sec): 2 clusters
  Score: Raw -151836.872888 + Penalty 1204.476054 = -150632.396833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162770.460000 sec): 3 clusters
  Score: Raw -151198.215915 + Penalty 2408.952109 = -148789.263807
  nChanged 567
		SP:Iteration 1F (162770.650000 sec): 3 clusters
  Score: Raw -151613.336091 + Penalty 2408.952109 = -149204.383982
  nChanged 148
		SP:Iteration 2F (162770.810000 sec): 3 clusters
  Score: Raw -151776.478630 + Penalty 2408.952109 = -149367.526521
  nChanged 117
		SP:Iteration 3F (162770.980000 sec): 3 clusters
  Score: Raw -151915.106343 + Penalty 2408.952109 = -149506.154234
  nChanged 82
		SP:Iteration 4Q (162771.120000 sec): 3 clusters
  Score: Raw -151988.052759 + Penalty 2408.952109 = -149579.100650
  nChanged 54
		SP:Iteration 5Q (162771.330000 sec): 3 clusters
  Score: Raw -152051.608427 + Penalty 2408.952109 = -149642.656318
  nChanged 57
		SP:Iteration 6Q (162771.500000 sec): 3 clusters
  Score: Raw -152107.382772 + Penalty 2408.952109 = -149698.430663
  nChanged 43
		SP:Iteration 7Q (162771.630000 sec): 3 clusters
  Score: Raw -152153.109340 + Penalty 2408.952109 = -149744.157231
  nChanged 43
		SP:Iteration 8Q (162771.840000 sec): 3 clusters
  Score: Raw -152204.003470 + Penalty 2408.952109 = -149795.051361
  nChanged 46
		SP:Iteration 9Q (162772.020000 sec): 3 clusters
  Score: Raw -152239.840005 + Penalty 2408.952109 = -149830.887896
  nChanged 35
		SP:Iteration 10Q (162772.130000 sec): 3 clusters
  Score: Raw -152266.670574 + Penalty 2408.952109 = -149857.718465
  nChanged 22
		SP:Iteration 11Q (162772.330000 sec): 3 clusters
  Score: Raw -152289.242033 + Penalty 2408.952109 = -149880.289924
  nChanged 22
		SP:Iteration 12Q (162772.520000 sec): 3 clusters
  Score: Raw -152308.470064 + Penalty 2408.952109 = -149899.517955
  nChanged 14
		SP:Iteration 13Q (162772.690000 sec): 3 clusters
  Score: Raw -152316.220448 + Penalty 2408.952109 = -149907.268339
  nChanged 11
		SP:Iteration 14Q (162772.870000 sec): 3 clusters
  Score: Raw -152325.584479 + Penalty 2408.952109 = -149916.632371
  nChanged 14
		SP:Iteration 15Q (162773.050000 sec): 3 clusters
  Score: Raw -152333.601823 + Penalty 2408.952109 = -149924.649715
  nChanged 11
		SP:Iteration 16Q (162773.220000 sec): 3 clusters
  Score: Raw -152340.175428 + Penalty 2408.952109 = -149931.223319
  nChanged 13
		SP:Iteration 17Q (162773.400000 sec): 3 clusters
  Score: Raw -152350.998500 + Penalty 2408.952109 = -149942.046391
  nChanged 8
		SP:Iteration 18Q (162773.530000 sec): 3 clusters
  Score: Raw -152355.687475 + Penalty 2408.952109 = -149946.735366
  nChanged 9
		SP:Iteration 19Q (162773.710000 sec): 3 clusters
  Score: Raw -152359.728944 + Penalty 2408.952109 = -149950.776835
  nChanged 4
		SP:Iteration 20F (162773.880000 sec): 3 clusters
  Score: Raw -152361.553037 + Penalty 2408.952109 = -149952.600928
  nChanged 5
		SP:Iteration 21Q (162774.060000 sec): 3 clusters
  Score: Raw -152364.506302 + Penalty 2408.952109 = -149955.554193
  nChanged 9
		SP:Iteration 22Q (162774.240000 sec): 3 clusters
  Score: Raw -152368.715071 + Penalty 2408.952109 = -149959.762962
  nChanged 4
		SP:Iteration 23Q (162774.430000 sec): 3 clusters
  Score: Raw -152373.673928 + Penalty 2408.952109 = -149964.721819
  nChanged 4
		SP:Iteration 24Q (162774.570000 sec): 3 clusters
  Score: Raw -152375.008853 + Penalty 2408.952109 = -149966.056744
  nChanged 4
		SP:Iteration 25Q (162774.710000 sec): 3 clusters
  Score: Raw -152377.248348 + Penalty 2408.952109 = -149968.296239
  nChanged 3
		SP:Iteration 26Q (162774.900000 sec): 3 clusters
  Score: Raw -152378.883677 + Penalty 2408.952109 = -149969.931568
  nChanged 6
		SP:Iteration 27Q (162775.050000 sec): 3 clusters
  Score: Raw -152385.456556 + Penalty 2408.952109 = -149976.504447
  nChanged 11
		SP:Iteration 28Q (162775.220000 sec): 3 clusters
  Score: Raw -152397.281427 + Penalty 2408.952109 = -149988.329318
  nChanged 9
		SP:Iteration 29Q (162775.370000 sec): 3 clusters
  Score: Raw -152406.186424 + Penalty 2408.952109 = -149997.234316
  nChanged 11
		SP:Iteration 30Q (162775.520000 sec): 3 clusters
  Score: Raw -152415.113221 + Penalty 2408.952109 = -150006.161112
  nChanged 9
		SP:Iteration 31Q (162775.690000 sec): 3 clusters
  Score: Raw -152420.160465 + Penalty 2408.952109 = -150011.208357
  nChanged 7
		SP:Iteration 32Q (162775.870000 sec): 3 clusters
  Score: Raw -152425.572520 + Penalty 2408.952109 = -150016.620411
  nChanged 10
		SP:Iteration 33Q (162776.030000 sec): 3 clusters
  Score: Raw -152429.322055 + Penalty 2408.952109 = -150020.369946
  nChanged 3
		SP:Iteration 34Q (162776.180000 sec): 3 clusters
  Score: Raw -152430.437295 + Penalty 2408.952109 = -150021.485186
  nChanged 3
		SP:Iteration 35Q (162776.350000 sec): 3 clusters
  Score: Raw -152431.841030 + Penalty 2408.952109 = -150022.888921
  nChanged 3
		SP:Iteration 36Q (162776.530000 sec): 3 clusters
  Score: Raw -152435.132629 + Penalty 2408.952109 = -150026.180520
  nChanged 3
		SP:Iteration 37Q (162776.690000 sec): 3 clusters
  Score: Raw -152437.183679 + Penalty 2408.952109 = -150028.231570
  nChanged 0
		SP:Iteration 38F (162776.830000 sec): 3 clusters
  Score: Raw -152437.183679 + Penalty 2408.952109 = -150028.231570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 23 (5642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162776.990000 sec): 2 clusters
  Score: Raw -588329.582894 + Penalty 1403.674007 = -586925.908887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162777.190000 sec): 3 clusters
  Score: Raw -585349.410273 + Penalty 2807.348015 = -582542.062258
  nChanged 2347
		SP:Iteration 1F (162777.390000 sec): 3 clusters
  Score: Raw -586765.554631 + Penalty 2807.348015 = -583958.206616
  nChanged 467
		SP:Iteration 2F (162777.550000 sec): 3 clusters
  Score: Raw -587060.066312 + Penalty 2807.348015 = -584252.718297
  nChanged 356
		SP:Iteration 3F (162777.790000 sec): 3 clusters
  Score: Raw -587264.736523 + Penalty 2807.348015 = -584457.388508
  nChanged 290
		SP:Iteration 4F (162777.970000 sec): 3 clusters
  Score: Raw -587427.470062 + Penalty 2807.348015 = -584620.122047
  nChanged 243
		SP:Iteration 5Q (162778.160000 sec): 3 clusters
  Score: Raw -587572.069112 + Penalty 2807.348015 = -584764.721097
  nChanged 209
		SP:Iteration 6Q (162778.370000 sec): 3 clusters
  Score: Raw -587698.070568 + Penalty 2807.348015 = -584890.722554
  nChanged 184
		SP:Iteration 7Q (162778.570000 sec): 3 clusters
  Score: Raw -587801.557291 + Penalty 2807.348015 = -584994.209276
  nChanged 171
		SP:Iteration 8Q (162778.740000 sec): 3 clusters
  Score: Raw -587914.210324 + Penalty 2807.348015 = -585106.862310
  nChanged 202
		SP:Iteration 9Q (162778.910000 sec): 3 clusters
  Score: Raw -588050.070019 + Penalty 2807.348015 = -585242.722004
  nChanged 164
		SP:Iteration 10Q (162779.110000 sec): 3 clusters
  Score: Raw -588162.650624 + Penalty 2807.348015 = -585355.302609
  nChanged 139
		SP:Iteration 11Q (162779.310000 sec): 3 clusters
  Score: Raw -588253.119881 + Penalty 2807.348015 = -585445.771866
  nChanged 124
		SP:Iteration 12Q (162779.520000 sec): 3 clusters
  Score: Raw -588338.275574 + Penalty 2807.348015 = -585530.927559
  nChanged 121
		SP:Iteration 13Q (162779.760000 sec): 3 clusters
  Score: Raw -588426.808473 + Penalty 2807.348015 = -585619.460458
  nChanged 88
		SP:Iteration 14Q (162779.960000 sec): 3 clusters
  Score: Raw -588481.854112 + Penalty 2807.348015 = -585674.506097
  nChanged 84
		SP:Iteration 15Q (162780.130000 sec): 3 clusters
  Score: Raw -588532.931273 + Penalty 2807.348015 = -585725.583259
  nChanged 75
		SP:Iteration 16Q (162780.320000 sec): 3 clusters
  Score: Raw -588571.882326 + Penalty 2807.348015 = -585764.534312
  nChanged 52
		SP:Iteration 17Q (162780.560000 sec): 3 clusters
  Score: Raw -588601.626972 + Penalty 2807.348015 = -585794.278957
  nChanged 38
		SP:Iteration 18Q (162780.730000 sec): 3 clusters
  Score: Raw -588617.923629 + Penalty 2807.348015 = -585810.575615
  nChanged 29
		SP:Iteration 19Q (162780.960000 sec): 3 clusters
  Score: Raw -588632.577175 + Penalty 2807.348015 = -585825.229161
  nChanged 30
		SP:Iteration 20F (162781.130000 sec): 3 clusters
  Score: Raw -588644.248420 + Penalty 2807.348015 = -585836.900405
  nChanged 20
		SP:Iteration 21Q (162781.370000 sec): 3 clusters
  Score: Raw -588651.246735 + Penalty 2807.348015 = -585843.898720
  nChanged 19
		SP:Iteration 22Q (162781.550000 sec): 3 clusters
  Score: Raw -588657.880198 + Penalty 2807.348015 = -585850.532183
  nChanged 18
		SP:Iteration 23Q (162781.740000 sec): 3 clusters
  Score: Raw -588665.169138 + Penalty 2807.348015 = -585857.821124
  nChanged 16
		SP:Iteration 24Q (162781.920000 sec): 3 clusters
  Score: Raw -588672.253625 + Penalty 2807.348015 = -585864.905610
  nChanged 9
		SP:Iteration 25Q (162782.080000 sec): 3 clusters
  Score: Raw -588676.698877 + Penalty 2807.348015 = -585869.350862
  nChanged 10
		SP:Iteration 26Q (162782.280000 sec): 3 clusters
  Score: Raw -588680.382456 + Penalty 2807.348015 = -585873.034441
  nChanged 5
		SP:Iteration 27Q (162782.480000 sec): 3 clusters
  Score: Raw -588681.676577 + Penalty 2807.348015 = -585874.328562
  nChanged 2
		SP:Iteration 28Q (162782.710000 sec): 3 clusters
  Score: Raw -588682.425068 + Penalty 2807.348015 = -585875.077053
  nChanged 2
		SP:Iteration 29Q (162782.900000 sec): 3 clusters
  Score: Raw -588683.035193 + Penalty 2807.348015 = -585875.687178
  nChanged 2
		SP:Iteration 30Q (162783.070000 sec): 3 clusters
  Score: Raw -588683.239564 + Penalty 2807.348015 = -585875.891549
  nChanged 0
		SP:Iteration 31F (162783.280000 sec): 3 clusters
  Score: Raw -588683.239564 + Penalty 2807.348015 = -585875.891549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 24 (63560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162783.700000 sec): 2 clusters
  Score: Raw -7005947.182579 + Penalty 1797.207688 = -7004149.974890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162784.220000 sec): 3 clusters
  Score: Raw -6965080.346118 + Penalty 3594.415377 = -6961485.930741
  nChanged 30175
		SP:Iteration 1F (162784.780000 sec): 3 clusters
  Score: Raw -6982212.589609 + Penalty 3594.415377 = -6978618.174232
  nChanged 2381
		SP:Iteration 2Q (162785.300000 sec): 3 clusters
  Score: Raw -6982885.586090 + Penalty 3594.415377 = -6979291.170713
  nChanged 2497
		SP:Iteration 3Q (162785.760000 sec): 3 clusters
  Score: Raw -6983751.022203 + Penalty 3594.415377 = -6980156.606826
  nChanged 2839
		SP:Iteration 4Q (162786.240000 sec): 3 clusters
  Score: Raw -6984903.326515 + Penalty 3594.415377 = -6981308.911138
  nChanged 3163
		SP:Iteration 5Q (162786.770000 sec): 3 clusters
  Score: Raw -6986587.096634 + Penalty 3594.415377 = -6982992.681258
  nChanged 3970
		SP:Iteration 6F (162787.270000 sec): 3 clusters
  Score: Raw -6989312.824207 + Penalty 3594.415377 = -6985718.408831
  nChanged 4622
		SP:Iteration 7F (162787.760000 sec): 3 clusters
  Score: Raw -6993120.070916 + Penalty 3594.415377 = -6989525.655539
  nChanged 4724
		SP:Iteration 8F (162788.250000 sec): 3 clusters
  Score: Raw -6997565.677611 + Penalty 3594.415377 = -6993971.262235
  nChanged 3706
		SP:Iteration 9F (162788.760000 sec): 3 clusters
  Score: Raw -7001423.581204 + Penalty 3594.415377 = -6997829.165828
  nChanged 2316
		SP:Iteration 10Q (162789.190000 sec): 3 clusters
  Score: Raw -7003774.619689 + Penalty 3594.415377 = -7000180.204313
  nChanged 1448
		SP:Iteration 11Q (162789.720000 sec): 3 clusters
  Score: Raw -7005062.520075 + Penalty 3594.415377 = -7001468.104699
  nChanged 963
		SP:Iteration 12Q (162790.190000 sec): 3 clusters
  Score: Raw -7005726.361519 + Penalty 3594.415377 = -7002131.946142
  nChanged 661
		SP:Iteration 13Q (162790.680000 sec): 3 clusters
  Score: Raw -7006063.811622 + Penalty 3594.415377 = -7002469.396246
  nChanged 434
		SP:Iteration 14Q (162791.090000 sec): 3 clusters
  Score: Raw -7006264.331960 + Penalty 3594.415377 = -7002669.916583
  nChanged 336
		SP:Iteration 15Q (162791.550000 sec): 3 clusters
  Score: Raw -7006387.280670 + Penalty 3594.415377 = -7002792.865294
  nChanged 229
		SP:Iteration 16Q (162791.990000 sec): 3 clusters
  Score: Raw -7006455.875326 + Penalty 3594.415377 = -7002861.459949
  nChanged 199
		SP:Iteration 17Q (162792.410000 sec): 3 clusters
  Score: Raw -7006513.496644 + Penalty 3594.415377 = -7002919.081267
  nChanged 173
		SP:Iteration 18Q (162792.830000 sec): 3 clusters
  Score: Raw -7006562.605140 + Penalty 3594.415377 = -7002968.189764
  nChanged 138
		SP:Iteration 19Q (162793.290000 sec): 3 clusters
  Score: Raw -7006595.765326 + Penalty 3594.415377 = -7003001.349949
  nChanged 129
		SP:Iteration 20F (162793.770000 sec): 3 clusters
  Score: Raw -7006620.493151 + Penalty 3594.415377 = -7003026.077775
  nChanged 93
		SP:Iteration 21Q (162794.240000 sec): 3 clusters
  Score: Raw -7006637.529969 + Penalty 3594.415377 = -7003043.114592
  nChanged 74
		SP:Iteration 22Q (162794.750000 sec): 3 clusters
  Score: Raw -7006650.083605 + Penalty 3594.415377 = -7003055.668228
  nChanged 58
		SP:Iteration 23Q (162795.250000 sec): 3 clusters
  Score: Raw -7006660.501202 + Penalty 3594.415377 = -7003066.085825
  nChanged 48
		SP:Iteration 24Q (162795.710000 sec): 3 clusters
  Score: Raw -7006668.066693 + Penalty 3594.415377 = -7003073.651317
  nChanged 41
		SP:Iteration 25Q (162796.150000 sec): 3 clusters
  Score: Raw -7006674.516183 + Penalty 3594.415377 = -7003080.100806
  nChanged 37
		SP:Iteration 26Q (162796.590000 sec): 3 clusters
  Score: Raw -7006679.326948 + Penalty 3594.415377 = -7003084.911571
  nChanged 36
		SP:Iteration 27Q (162797.030000 sec): 3 clusters
  Score: Raw -7006684.713930 + Penalty 3594.415377 = -7003090.298554
  nChanged 31
		SP:Iteration 28Q (162797.480000 sec): 3 clusters
  Score: Raw -7006689.563119 + Penalty 3594.415377 = -7003095.147743
  nChanged 24
		SP:Iteration 29Q (162797.970000 sec): 3 clusters
  Score: Raw -7006692.321119 + Penalty 3594.415377 = -7003097.905742
  nChanged 19
		SP:Iteration 30Q (162798.450000 sec): 3 clusters
  Score: Raw -7006694.469356 + Penalty 3594.415377 = -7003100.053979
  nChanged 15
		SP:Iteration 31Q (162798.990000 sec): 3 clusters
  Score: Raw -7006695.865887 + Penalty 3594.415377 = -7003101.450511
  nChanged 11
		SP:Iteration 32Q (162799.500000 sec): 3 clusters
  Score: Raw -7006697.235663 + Penalty 3594.415377 = -7003102.820287
  nChanged 13
		SP:Iteration 33Q (162799.940000 sec): 3 clusters
  Score: Raw -7006699.079425 + Penalty 3594.415377 = -7003104.664048
  nChanged 10
		SP:Iteration 34Q (162800.480000 sec): 3 clusters
  Score: Raw -7006700.231068 + Penalty 3594.415377 = -7003105.815691
  nChanged 5
		SP:Iteration 35Q (162801.020000 sec): 3 clusters
  Score: Raw -7006700.584512 + Penalty 3594.415377 = -7003106.169135
  nChanged 3
		SP:Iteration 36Q (162801.550000 sec): 3 clusters
  Score: Raw -7006700.939362 + Penalty 3594.415377 = -7003106.523986
  nChanged 7
		SP:Iteration 37Q (162802.120000 sec): 3 clusters
  Score: Raw -7006701.854440 + Penalty 3594.415377 = -7003107.439063
  nChanged 7
		SP:Iteration 38Q (162802.680000 sec): 3 clusters
  Score: Raw -7006702.516489 + Penalty 3594.415377 = -7003108.101113
  nChanged 7
		SP:Iteration 39Q (162803.170000 sec): 3 clusters
  Score: Raw -7006703.286373 + Penalty 3594.415377 = -7003108.870996
  nChanged 3
		SP:Iteration 40F (162803.720000 sec): 3 clusters
  Score: Raw -7006703.694636 + Penalty 3594.415377 = -7003109.279260
  nChanged 5
		SP:Iteration 41Q (162804.180000 sec): 3 clusters
  Score: Raw -7006704.329540 + Penalty 3594.415377 = -7003109.914163
  nChanged 4
		SP:Iteration 42Q (162804.620000 sec): 3 clusters
  Score: Raw -7006704.802536 + Penalty 3594.415377 = -7003110.387160
  nChanged 7
		SP:Iteration 43Q (162805.060000 sec): 3 clusters
  Score: Raw -7006705.534686 + Penalty 3594.415377 = -7003111.119309
  nChanged 3
		SP:Iteration 44Q (162805.550000 sec): 3 clusters
  Score: Raw -7006706.044008 + Penalty 3594.415377 = -7003111.628631
  nChanged 2
		SP:Iteration 45Q (162805.990000 sec): 3 clusters
  Score: Raw -7006706.192051 + Penalty 3594.415377 = -7003111.776674
  nChanged 0
		SP:Iteration 46F (162806.520000 sec): 3 clusters
  Score: Raw -7006706.192051 + Penalty 3594.415377 = -7003111.776674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 25 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162806.630000 sec): 2 clusters
  Score: Raw -24270.575212 + Penalty 890.603825 = -23379.971387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162806.810000 sec): 3 clusters
  Score: Raw -24395.556728 + Penalty 1781.207650 = -22614.349077
  nChanged 43
		SP:Iteration 1F (162806.960000 sec): 3 clusters
  Score: Raw -24502.011922 + Penalty 1781.207650 = -22720.804272
  nChanged 6
		SP:Iteration 2Q (162807.180000 sec): 3 clusters
  Score: Raw -24519.536115 + Penalty 1781.207650 = -22738.328465
  nChanged 1
		SP:Iteration 3Q (162807.330000 sec): 3 clusters
  Score: Raw -24521.767636 + Penalty 1781.207650 = -22740.559986
  nChanged 1
		SP:Iteration 4Q (162807.510000 sec): 3 clusters
  Score: Raw -24522.976471 + Penalty 1781.207650 = -22741.768821
  nChanged 0
		SP:Iteration 5F (162807.660000 sec): 3 clusters
  Score: Raw -24522.976471 + Penalty 1781.207650 = -22741.768821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 26 (14858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162807.810000 sec): 2 clusters
  Score: Raw -1638551.148567 + Penalty 1561.022729 = -1636990.125838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162808.100000 sec): 3 clusters
  Score: Raw -1629823.347524 + Penalty 3122.045459 = -1626701.302065
  nChanged 6573
		SP:Iteration 1F (162808.350000 sec): 3 clusters
  Score: Raw -1633569.675901 + Penalty 3122.045459 = -1630447.630442
  nChanged 1047
		SP:Iteration 2F (162808.640000 sec): 3 clusters
  Score: Raw -1634224.181523 + Penalty 3122.045459 = -1631102.136065
  nChanged 1085
		SP:Iteration 3F (162808.870000 sec): 3 clusters
  Score: Raw -1634914.451458 + Penalty 3122.045459 = -1631792.405999
  nChanged 1047
		SP:Iteration 4F (162809.080000 sec): 3 clusters
  Score: Raw -1635669.224825 + Penalty 3122.045459 = -1632547.179366
  nChanged 1000
		SP:Iteration 5F (162809.340000 sec): 3 clusters
  Score: Raw -1636478.636125 + Penalty 3122.045459 = -1633356.590666
  nChanged 853
		SP:Iteration 6F (162809.550000 sec): 3 clusters
  Score: Raw -1637141.150358 + Penalty 3122.045459 = -1634019.104900
  nChanged 667
		SP:Iteration 7Q (162809.810000 sec): 3 clusters
  Score: Raw -1637596.385190 + Penalty 3122.045459 = -1634474.339731
  nChanged 541
		SP:Iteration 8Q (162810.050000 sec): 3 clusters
  Score: Raw -1637970.404594 + Penalty 3122.045459 = -1634848.359135
  nChanged 469
		SP:Iteration 9Q (162810.300000 sec): 3 clusters
  Score: Raw -1638304.454651 + Penalty 3122.045459 = -1635182.409192
  nChanged 378
		SP:Iteration 10Q (162810.550000 sec): 3 clusters
  Score: Raw -1638569.457752 + Penalty 3122.045459 = -1635447.412294
  nChanged 308
		SP:Iteration 11Q (162810.800000 sec): 3 clusters
  Score: Raw -1638773.526614 + Penalty 3122.045459 = -1635651.481156
  nChanged 250
		SP:Iteration 12Q (162811.110000 sec): 3 clusters
  Score: Raw -1638939.982047 + Penalty 3122.045459 = -1635817.936588
  nChanged 174
		SP:Iteration 13Q (162811.330000 sec): 3 clusters
  Score: Raw -1639039.884256 + Penalty 3122.045459 = -1635917.838797
  nChanged 128
		SP:Iteration 14Q (162811.570000 sec): 3 clusters
  Score: Raw -1639109.254210 + Penalty 3122.045459 = -1635987.208751
  nChanged 104
		SP:Iteration 15Q (162811.800000 sec): 3 clusters
  Score: Raw -1639165.893029 + Penalty 3122.045459 = -1636043.847570
  nChanged 80
		SP:Iteration 16Q (162812.090000 sec): 3 clusters
  Score: Raw -1639209.149501 + Penalty 3122.045459 = -1636087.104042
  nChanged 66
		SP:Iteration 17Q (162812.250000 sec): 3 clusters
  Score: Raw -1639247.341991 + Penalty 3122.045459 = -1636125.296532
  nChanged 47
		SP:Iteration 18Q (162812.520000 sec): 3 clusters
  Score: Raw -1639272.483696 + Penalty 3122.045459 = -1636150.438237
  nChanged 45
		SP:Iteration 19Q (162812.770000 sec): 3 clusters
  Score: Raw -1639294.088538 + Penalty 3122.045459 = -1636172.043080
  nChanged 29
		SP:Iteration 20F (162813.010000 sec): 3 clusters
  Score: Raw -1639310.581915 + Penalty 3122.045459 = -1636188.536456
  nChanged 32
		SP:Iteration 21Q (162813.200000 sec): 3 clusters
  Score: Raw -1639330.558541 + Penalty 3122.045459 = -1636208.513082
  nChanged 25
		SP:Iteration 22Q (162813.410000 sec): 3 clusters
  Score: Raw -1639344.989148 + Penalty 3122.045459 = -1636222.943689
  nChanged 17
		SP:Iteration 23Q (162813.620000 sec): 3 clusters
  Score: Raw -1639352.769272 + Penalty 3122.045459 = -1636230.723813
  nChanged 13
		SP:Iteration 24Q (162813.860000 sec): 3 clusters
  Score: Raw -1639359.481867 + Penalty 3122.045459 = -1636237.436408
  nChanged 10
		SP:Iteration 25Q (162813.990000 sec): 3 clusters
  Score: Raw -1639363.112413 + Penalty 3122.045459 = -1636241.066954
  nChanged 6
		SP:Iteration 26Q (162814.250000 sec): 3 clusters
  Score: Raw -1639366.848280 + Penalty 3122.045459 = -1636244.802821
  nChanged 6
		SP:Iteration 27Q (162814.480000 sec): 3 clusters
  Score: Raw -1639370.966193 + Penalty 3122.045459 = -1636248.920734
  nChanged 5
		SP:Iteration 28Q (162814.710000 sec): 3 clusters
  Score: Raw -1639373.670193 + Penalty 3122.045459 = -1636251.624734
  nChanged 5
		SP:Iteration 29Q (162814.930000 sec): 3 clusters
  Score: Raw -1639375.000607 + Penalty 3122.045459 = -1636252.955148
  nChanged 1
		SP:Iteration 30Q (162815.220000 sec): 3 clusters
  Score: Raw -1639375.389566 + Penalty 3122.045459 = -1636253.344107
  nChanged 2
		SP:Iteration 31Q (162815.420000 sec): 3 clusters
  Score: Raw -1639376.714835 + Penalty 3122.045459 = -1636254.669376
  nChanged 4
		SP:Iteration 32Q (162815.650000 sec): 3 clusters
  Score: Raw -1639379.030958 + Penalty 3122.045459 = -1636256.985499
  nChanged 3
		SP:Iteration 33Q (162815.910000 sec): 3 clusters
  Score: Raw -1639381.165960 + Penalty 3122.045459 = -1636259.120501
  nChanged 5
		SP:Iteration 34Q (162816.170000 sec): 3 clusters
  Score: Raw -1639384.501517 + Penalty 3122.045459 = -1636262.456058
  nChanged 3
		SP:Iteration 35Q (162816.400000 sec): 3 clusters
  Score: Raw -1639386.923959 + Penalty 3122.045459 = -1636264.878501
  nChanged 4
		SP:Iteration 36Q (162816.620000 sec): 3 clusters
  Score: Raw -1639389.365444 + Penalty 3122.045459 = -1636267.319985
  nChanged 5
		SP:Iteration 37Q (162816.840000 sec): 3 clusters
  Score: Raw -1639392.261519 + Penalty 3122.045459 = -1636270.216060
  nChanged 5
		SP:Iteration 38Q (162817.060000 sec): 3 clusters
  Score: Raw -1639394.253098 + Penalty 3122.045459 = -1636272.207639
  nChanged 4
		SP:Iteration 39Q (162817.270000 sec): 3 clusters
  Score: Raw -1639395.618944 + Penalty 3122.045459 = -1636273.573485
  nChanged 2
		SP:Iteration 40F (162817.450000 sec): 3 clusters
  Score: Raw -1639396.090326 + Penalty 3122.045459 = -1636274.044867
  nChanged 1
		SP:Iteration 41Q (162817.710000 sec): 3 clusters
  Score: Raw -1639396.232453 + Penalty 3122.045459 = -1636274.186994
  nChanged 0
		SP:Iteration 42F (162817.950000 sec): 3 clusters
  Score: Raw -1639396.232453 + Penalty 3122.045459 = -1636274.186994
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 27 (3882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162818.080000 sec): 2 clusters
  Score: Raw -391589.551010 + Penalty 1342.917187 = -390246.633823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162818.270000 sec): 3 clusters
  Score: Raw -389658.294504 + Penalty 2685.834373 = -386972.460131
  nChanged 1549
		SP:Iteration 1F (162818.430000 sec): 3 clusters
  Score: Raw -390657.287873 + Penalty 2685.834373 = -387971.453500
  nChanged 323
		SP:Iteration 2F (162818.610000 sec): 3 clusters
  Score: Raw -390878.520524 + Penalty 2685.834373 = -388192.686151
  nChanged 249
		SP:Iteration 3F (162818.830000 sec): 3 clusters
  Score: Raw -391046.178530 + Penalty 2685.834373 = -388360.344157
  nChanged 203
		SP:Iteration 4F (162818.980000 sec): 3 clusters
  Score: Raw -391221.079727 + Penalty 2685.834373 = -388535.245354
  nChanged 216
		SP:Iteration 5F (162819.170000 sec): 3 clusters
  Score: Raw -391414.149345 + Penalty 2685.834373 = -388728.314971
  nChanged 195
		SP:Iteration 6F (162819.340000 sec): 3 clusters
  Score: Raw -391587.262497 + Penalty 2685.834373 = -388901.428123
  nChanged 154
		SP:Iteration 7Q (162819.520000 sec): 3 clusters
  Score: Raw -391702.105943 + Penalty 2685.834373 = -389016.271570
  nChanged 119
		SP:Iteration 8Q (162819.700000 sec): 3 clusters
  Score: Raw -391772.070809 + Penalty 2685.834373 = -389086.236436
  nChanged 96
		SP:Iteration 9Q (162819.850000 sec): 3 clusters
  Score: Raw -391838.930115 + Penalty 2685.834373 = -389153.095742
  nChanged 110
		SP:Iteration 10Q (162820.040000 sec): 3 clusters
  Score: Raw -391920.686995 + Penalty 2685.834373 = -389234.852622
  nChanged 106
		SP:Iteration 11Q (162820.240000 sec): 3 clusters
  Score: Raw -392003.497568 + Penalty 2685.834373 = -389317.663195
  nChanged 103
		SP:Iteration 12Q (162820.360000 sec): 3 clusters
  Score: Raw -392095.802704 + Penalty 2685.834373 = -389409.968331
  nChanged 102
		SP:Iteration 13Q (162820.540000 sec): 3 clusters
  Score: Raw -392198.684704 + Penalty 2685.834373 = -389512.850330
  nChanged 89
		SP:Iteration 14Q (162820.760000 sec): 3 clusters
  Score: Raw -392278.280297 + Penalty 2685.834373 = -389592.445924
  nChanged 67
		SP:Iteration 15Q (162820.950000 sec): 3 clusters
  Score: Raw -392335.196800 + Penalty 2685.834373 = -389649.362427
  nChanged 50
		SP:Iteration 16Q (162821.090000 sec): 3 clusters
  Score: Raw -392373.455486 + Penalty 2685.834373 = -389687.621113
  nChanged 45
		SP:Iteration 17Q (162821.300000 sec): 3 clusters
  Score: Raw -392410.009708 + Penalty 2685.834373 = -389724.175335
  nChanged 30
		SP:Iteration 18Q (162821.460000 sec): 3 clusters
  Score: Raw -392438.931834 + Penalty 2685.834373 = -389753.097460
  nChanged 36
		SP:Iteration 19Q (162821.650000 sec): 3 clusters
  Score: Raw -392458.193546 + Penalty 2685.834373 = -389772.359173
  nChanged 21
		SP:Iteration 20F (162821.870000 sec): 3 clusters
  Score: Raw -392471.890558 + Penalty 2685.834373 = -389786.056185
  nChanged 17
		SP:Iteration 21Q (162822.030000 sec): 3 clusters
  Score: Raw -392483.455329 + Penalty 2685.834373 = -389797.620956
  nChanged 14
		SP:Iteration 22Q (162822.190000 sec): 3 clusters
  Score: Raw -392491.095962 + Penalty 2685.834373 = -389805.261589
  nChanged 13
		SP:Iteration 23Q (162822.390000 sec): 3 clusters
  Score: Raw -392504.228257 + Penalty 2685.834373 = -389818.393884
  nChanged 14
		SP:Iteration 24Q (162822.580000 sec): 3 clusters
  Score: Raw -392512.975007 + Penalty 2685.834373 = -389827.140634
  nChanged 14
		SP:Iteration 25Q (162822.750000 sec): 3 clusters
  Score: Raw -392519.739655 + Penalty 2685.834373 = -389833.905282
  nChanged 8
		SP:Iteration 26Q (162822.900000 sec): 3 clusters
  Score: Raw -392524.324483 + Penalty 2685.834373 = -389838.490110
  nChanged 13
		SP:Iteration 27Q (162823.100000 sec): 3 clusters
  Score: Raw -392530.803580 + Penalty 2685.834373 = -389844.969207
  nChanged 11
		SP:Iteration 28Q (162823.250000 sec): 3 clusters
  Score: Raw -392536.484280 + Penalty 2685.834373 = -389850.649906
  nChanged 9
		SP:Iteration 29Q (162823.390000 sec): 3 clusters
  Score: Raw -392542.399730 + Penalty 2685.834373 = -389856.565357
  nChanged 5
		SP:Iteration 30Q (162823.610000 sec): 3 clusters
  Score: Raw -392545.468354 + Penalty 2685.834373 = -389859.633981
  nChanged 4
		SP:Iteration 31Q (162823.800000 sec): 3 clusters
  Score: Raw -392549.022853 + Penalty 2685.834373 = -389863.188480
  nChanged 5
		SP:Iteration 32Q (162823.970000 sec): 3 clusters
  Score: Raw -392551.036943 + Penalty 2685.834373 = -389865.202569
  nChanged 4
		SP:Iteration 33Q (162824.120000 sec): 3 clusters
  Score: Raw -392553.643104 + Penalty 2685.834373 = -389867.808731
  nChanged 3
		SP:Iteration 34Q (162824.320000 sec): 3 clusters
  Score: Raw -392554.530866 + Penalty 2685.834373 = -389868.696492
  nChanged 1
		SP:Iteration 35Q (162824.500000 sec): 3 clusters
  Score: Raw -392554.627296 + Penalty 2685.834373 = -389868.792923
  nChanged 1
		SP:Iteration 36Q (162824.660000 sec): 3 clusters
  Score: Raw -392554.866090 + Penalty 2685.834373 = -389869.031716
  nChanged 0
		SP:Iteration 37F (162824.850000 sec): 3 clusters
  Score: Raw -392554.866090 + Penalty 2685.834373 = -389869.031716
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 28 (130403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162825.550000 sec): 2 clusters
  Score: Raw -13705180.542415 + Penalty 1913.987552 = -13703266.554863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162826.280000 sec): 3 clusters
  Score: Raw -13619494.042339 + Penalty 3827.975104 = -13615666.067235
  nChanged 62668
		SP:Iteration 1F (162827.150000 sec): 3 clusters
  Score: Raw -13656901.454490 + Penalty 3827.975104 = -13653073.479386
  nChanged 5815
		SP:Iteration 2Q (162828.100000 sec): 3 clusters
  Score: Raw -13659162.516536 + Penalty 3827.975104 = -13655334.541433
  nChanged 6889
		SP:Iteration 3F (162829.000000 sec): 3 clusters
  Score: Raw -13662596.229701 + Penalty 3827.975104 = -13658768.254598
  nChanged 8320
		SP:Iteration 4F (162829.850000 sec): 3 clusters
  Score: Raw -13667683.596992 + Penalty 3827.975104 = -13663855.621889
  nChanged 9443
		SP:Iteration 5F (162830.740000 sec): 3 clusters
  Score: Raw -13674249.027281 + Penalty 3827.975104 = -13670421.052177
  nChanged 9573
		SP:Iteration 6F (162831.610000 sec): 3 clusters
  Score: Raw -13681547.079582 + Penalty 3827.975104 = -13677719.104478
  nChanged 8835
		SP:Iteration 7F (162832.540000 sec): 3 clusters
  Score: Raw -13688647.644272 + Penalty 3827.975104 = -13684819.669168
  nChanged 7024
		SP:Iteration 8F (162833.510000 sec): 3 clusters
  Score: Raw -13694596.722212 + Penalty 3827.975104 = -13690768.747109
  nChanged 5060
		SP:Iteration 9Q (162834.490000 sec): 3 clusters
  Score: Raw -13699163.318675 + Penalty 3827.975104 = -13695335.343571
  nChanged 3158
		SP:Iteration 10Q (162835.450000 sec): 3 clusters
  Score: Raw -13702122.985915 + Penalty 3827.975104 = -13698295.010812
  nChanged 1842
		SP:Iteration 11Q (162836.350000 sec): 3 clusters
  Score: Raw -13703784.538235 + Penalty 3827.975104 = -13699956.563132
  nChanged 1188
		SP:Iteration 12Q (162837.240000 sec): 3 clusters
  Score: Raw -13704779.594925 + Penalty 3827.975104 = -13700951.619821
  nChanged 843
		SP:Iteration 13Q (162838.120000 sec): 3 clusters
  Score: Raw -13705367.226613 + Penalty 3827.975104 = -13701539.251509
  nChanged 591
		SP:Iteration 14Q (162838.910000 sec): 3 clusters
  Score: Raw -13705719.825384 + Penalty 3827.975104 = -13701891.850281
  nChanged 443
		SP:Iteration 15Q (162839.720000 sec): 3 clusters
  Score: Raw -13705937.424153 + Penalty 3827.975104 = -13702109.449049
  nChanged 341
		SP:Iteration 16Q (162840.570000 sec): 3 clusters
  Score: Raw -13706058.138212 + Penalty 3827.975104 = -13702230.163108
  nChanged 231
		SP:Iteration 17Q (162841.420000 sec): 3 clusters
  Score: Raw -13706124.175941 + Penalty 3827.975104 = -13702296.200837
  nChanged 179
		SP:Iteration 18Q (162842.250000 sec): 3 clusters
  Score: Raw -13706164.315990 + Penalty 3827.975104 = -13702336.340886
  nChanged 140
		SP:Iteration 19Q (162843.060000 sec): 3 clusters
  Score: Raw -13706193.782132 + Penalty 3827.975104 = -13702365.807029
  nChanged 107
		SP:Iteration 20F (162843.900000 sec): 3 clusters
  Score: Raw -13706214.879708 + Penalty 3827.975104 = -13702386.904604
  nChanged 97
		SP:Iteration 21Q (162844.670000 sec): 3 clusters
  Score: Raw -13706234.582492 + Penalty 3827.975104 = -13702406.607388
  nChanged 86
		SP:Iteration 22Q (162845.460000 sec): 3 clusters
  Score: Raw -13706250.067835 + Penalty 3827.975104 = -13702422.092731
  nChanged 77
		SP:Iteration 23Q (162846.230000 sec): 3 clusters
  Score: Raw -13706264.769203 + Penalty 3827.975104 = -13702436.794099
  nChanged 80
		SP:Iteration 24Q (162847.010000 sec): 3 clusters
  Score: Raw -13706280.275745 + Penalty 3827.975104 = -13702452.300641
  nChanged 76
		SP:Iteration 25Q (162847.770000 sec): 3 clusters
  Score: Raw -13706298.529549 + Penalty 3827.975104 = -13702470.554445
  nChanged 74
		SP:Iteration 26Q (162848.510000 sec): 3 clusters
  Score: Raw -13706312.583893 + Penalty 3827.975104 = -13702484.608789
  nChanged 70
		SP:Iteration 27Q (162849.270000 sec): 3 clusters
  Score: Raw -13706324.136047 + Penalty 3827.975104 = -13702496.160944
  nChanged 72
		SP:Iteration 28Q (162850.040000 sec): 3 clusters
  Score: Raw -13706335.286422 + Penalty 3827.975104 = -13702507.311319
  nChanged 53
		SP:Iteration 29Q (162850.890000 sec): 3 clusters
  Score: Raw -13706342.393052 + Penalty 3827.975104 = -13702514.417948
  nChanged 41
		SP:Iteration 30Q (162851.740000 sec): 3 clusters
  Score: Raw -13706347.705725 + Penalty 3827.975104 = -13702519.730622
  nChanged 32
		SP:Iteration 31Q (162852.550000 sec): 3 clusters
  Score: Raw -13706351.674657 + Penalty 3827.975104 = -13702523.699553
  nChanged 26
		SP:Iteration 32Q (162853.260000 sec): 3 clusters
  Score: Raw -13706355.033336 + Penalty 3827.975104 = -13702527.058232
  nChanged 27
		SP:Iteration 33Q (162854.000000 sec): 3 clusters
  Score: Raw -13706359.220545 + Penalty 3827.975104 = -13702531.245441
  nChanged 31
		SP:Iteration 34Q (162854.730000 sec): 3 clusters
  Score: Raw -13706363.501304 + Penalty 3827.975104 = -13702535.526200
  nChanged 28
		SP:Iteration 35Q (162855.480000 sec): 3 clusters
  Score: Raw -13706367.694854 + Penalty 3827.975104 = -13702539.719750
  nChanged 34
		SP:Iteration 36Q (162856.240000 sec): 3 clusters
  Score: Raw -13706372.831219 + Penalty 3827.975104 = -13702544.856116
  nChanged 23
		SP:Iteration 37Q (162856.960000 sec): 3 clusters
  Score: Raw -13706376.424607 + Penalty 3827.975104 = -13702548.449503
  nChanged 27
		SP:Iteration 38Q (162857.700000 sec): 3 clusters
  Score: Raw -13706380.144351 + Penalty 3827.975104 = -13702552.169247
  nChanged 20
		SP:Iteration 39Q (162858.440000 sec): 3 clusters
  Score: Raw -13706382.782954 + Penalty 3827.975104 = -13702554.807851
  nChanged 24
		SP:Iteration 40F (162859.150000 sec): 3 clusters
  Score: Raw -13706385.934026 + Penalty 3827.975104 = -13702557.958923
  nChanged 19
		SP:Iteration 41Q (162859.770000 sec): 3 clusters
  Score: Raw -13706388.121098 + Penalty 3827.975104 = -13702560.145994
  nChanged 21
		SP:Iteration 42Q (162860.420000 sec): 3 clusters
  Score: Raw -13706391.154215 + Penalty 3827.975104 = -13702563.179111
  nChanged 24
		SP:Iteration 43Q (162861.060000 sec): 3 clusters
  Score: Raw -13706393.775206 + Penalty 3827.975104 = -13702565.800102
  nChanged 18
		SP:Iteration 44Q (162861.720000 sec): 3 clusters
  Score: Raw -13706395.915704 + Penalty 3827.975104 = -13702567.940600
  nChanged 15
		SP:Iteration 45Q (162862.380000 sec): 3 clusters
  Score: Raw -13706397.523094 + Penalty 3827.975104 = -13702569.547990
  nChanged 19
		SP:Iteration 46Q (162863.190000 sec): 3 clusters
  Score: Raw -13706400.107368 + Penalty 3827.975104 = -13702572.132265
  nChanged 16
		SP:Iteration 47Q (162863.970000 sec): 3 clusters
  Score: Raw -13706403.209589 + Penalty 3827.975104 = -13702575.234485
  nChanged 12
		SP:Iteration 48Q (162864.710000 sec): 3 clusters
  Score: Raw -13706404.592292 + Penalty 3827.975104 = -13702576.617189
  nChanged 10
		SP:Iteration 49Q (162865.570000 sec): 3 clusters
  Score: Raw -13706406.036377 + Penalty 3827.975104 = -13702578.061274
  nChanged 12
		SP:Iteration 50Q (162866.430000 sec): 3 clusters
  Score: Raw -13706407.525000 + Penalty 3827.975104 = -13702579.549896
  nChanged 10
		SP:Iteration 51Q (162867.230000 sec): 3 clusters
  Score: Raw -13706408.913601 + Penalty 3827.975104 = -13702580.938497
  nChanged 8
		SP:Iteration 52Q (162868.090000 sec): 3 clusters
  Score: Raw -13706409.704264 + Penalty 3827.975104 = -13702581.729161
  nChanged 7
		SP:Iteration 53Q (162868.930000 sec): 3 clusters
  Score: Raw -13706410.248979 + Penalty 3827.975104 = -13702582.273875
  nChanged 7
		SP:Iteration 54Q (162869.680000 sec): 3 clusters
  Score: Raw -13706410.712440 + Penalty 3827.975104 = -13702582.737336
  nChanged 2
		SP:Iteration 55Q (162870.440000 sec): 3 clusters
  Score: Raw -13706410.864151 + Penalty 3827.975104 = -13702582.889047
  nChanged 4
		SP:Iteration 56Q (162871.280000 sec): 3 clusters
  Score: Raw -13706411.318121 + Penalty 3827.975104 = -13702583.343017
  nChanged 3
		SP:Iteration 57Q (162872.130000 sec): 3 clusters
  Score: Raw -13706411.835082 + Penalty 3827.975104 = -13702583.859979
  nChanged 8
		SP:Iteration 58Q (162872.960000 sec): 3 clusters
  Score: Raw -13706412.839567 + Penalty 3827.975104 = -13702584.864463
  nChanged 10
		SP:Iteration 59Q (162873.830000 sec): 3 clusters
  Score: Raw -13706413.885992 + Penalty 3827.975104 = -13702585.910888
  nChanged 6
		SP:Iteration 60F (162874.800000 sec): 3 clusters
  Score: Raw -13706414.503645 + Penalty 3827.975104 = -13702586.528541
  nChanged 5
		SP:Iteration 61Q (162875.670000 sec): 3 clusters
  Score: Raw -13706414.979055 + Penalty 3827.975104 = -13702587.003951
  nChanged 4
		SP:Iteration 62Q (162876.520000 sec): 3 clusters
  Score: Raw -13706415.375910 + Penalty 3827.975104 = -13702587.400807
  nChanged 2
		SP:Iteration 63Q (162877.200000 sec): 3 clusters
  Score: Raw -13706415.478802 + Penalty 3827.975104 = -13702587.503698
  nChanged 0
		SP:Iteration 64F (162877.880000 sec): 3 clusters
  Score: Raw -13706415.478802 + Penalty 3827.975104 = -13702587.503698
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 29 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162878.120000 sec): 2 clusters
  Score: Raw -402090.925773 + Penalty 1334.718564 = -400756.207208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162878.300000 sec): 3 clusters
  Score: Raw -400294.466254 + Penalty 2669.437128 = -397625.029125
  nChanged 1420
		SP:Iteration 1F (162878.460000 sec): 3 clusters
  Score: Raw -401105.215188 + Penalty 2669.437128 = -398435.778059
  nChanged 293
		SP:Iteration 2F (162878.650000 sec): 3 clusters
  Score: Raw -401332.571298 + Penalty 2669.437128 = -398663.134170
  nChanged 254
		SP:Iteration 3F (162878.850000 sec): 3 clusters
  Score: Raw -401522.428326 + Penalty 2669.437128 = -398852.991198
  nChanged 230
		SP:Iteration 4F (162879.040000 sec): 3 clusters
  Score: Raw -401706.994865 + Penalty 2669.437128 = -399037.557737
  nChanged 187
		SP:Iteration 5F (162879.200000 sec): 3 clusters
  Score: Raw -401846.015892 + Penalty 2669.437128 = -399176.578764
  nChanged 154
		SP:Iteration 6Q (162879.390000 sec): 3 clusters
  Score: Raw -401955.886060 + Penalty 2669.437128 = -399286.448931
  nChanged 132
		SP:Iteration 7Q (162879.580000 sec): 3 clusters
  Score: Raw -402047.622620 + Penalty 2669.437128 = -399378.185491
  nChanged 105
		SP:Iteration 8Q (162879.750000 sec): 3 clusters
  Score: Raw -402125.238845 + Penalty 2669.437128 = -399455.801716
  nChanged 84
		SP:Iteration 9Q (162879.920000 sec): 3 clusters
  Score: Raw -402172.582215 + Penalty 2669.437128 = -399503.145087
  nChanged 53
		SP:Iteration 10Q (162880.080000 sec): 3 clusters
  Score: Raw -402197.586375 + Penalty 2669.437128 = -399528.149247
  nChanged 44
		SP:Iteration 11Q (162880.260000 sec): 3 clusters
  Score: Raw -402217.586552 + Penalty 2669.437128 = -399548.149423
  nChanged 28
		SP:Iteration 12Q (162880.430000 sec): 3 clusters
  Score: Raw -402230.781369 + Penalty 2669.437128 = -399561.344240
  nChanged 16
		SP:Iteration 13Q (162880.600000 sec): 3 clusters
  Score: Raw -402238.413515 + Penalty 2669.437128 = -399568.976387
  nChanged 15
		SP:Iteration 14Q (162880.800000 sec): 3 clusters
  Score: Raw -402244.629327 + Penalty 2669.437128 = -399575.192198
  nChanged 13
		SP:Iteration 15Q (162880.980000 sec): 3 clusters
  Score: Raw -402249.597677 + Penalty 2669.437128 = -399580.160549
  nChanged 13
		SP:Iteration 16Q (162881.160000 sec): 3 clusters
  Score: Raw -402254.365310 + Penalty 2669.437128 = -399584.928181
  nChanged 16
		SP:Iteration 17Q (162881.340000 sec): 3 clusters
  Score: Raw -402259.497416 + Penalty 2669.437128 = -399590.060287
  nChanged 5
		SP:Iteration 18Q (162881.540000 sec): 3 clusters
  Score: Raw -402261.619871 + Penalty 2669.437128 = -399592.182742
  nChanged 5
		SP:Iteration 19Q (162881.740000 sec): 3 clusters
  Score: Raw -402263.481953 + Penalty 2669.437128 = -399594.044824
  nChanged 8
		SP:Iteration 20F (162881.930000 sec): 3 clusters
  Score: Raw -402265.738455 + Penalty 2669.437128 = -399596.301326
  nChanged 4
		SP:Iteration 21Q (162882.070000 sec): 3 clusters
  Score: Raw -402268.066634 + Penalty 2669.437128 = -399598.629505
  nChanged 8
		SP:Iteration 22Q (162882.260000 sec): 3 clusters
  Score: Raw -402271.967625 + Penalty 2669.437128 = -399602.530496
  nChanged 5
		SP:Iteration 23Q (162882.430000 sec): 3 clusters
  Score: Raw -402273.487354 + Penalty 2669.437128 = -399604.050225
  nChanged 6
		SP:Iteration 24Q (162882.620000 sec): 3 clusters
  Score: Raw -402276.871372 + Penalty 2669.437128 = -399607.434244
  nChanged 9
		SP:Iteration 25Q (162882.800000 sec): 3 clusters
  Score: Raw -402281.457836 + Penalty 2669.437128 = -399612.020707
  nChanged 7
		SP:Iteration 26Q (162882.980000 sec): 3 clusters
  Score: Raw -402284.467806 + Penalty 2669.437128 = -399615.030678
  nChanged 5
		SP:Iteration 27Q (162883.140000 sec): 3 clusters
  Score: Raw -402285.843154 + Penalty 2669.437128 = -399616.406025
  nChanged 3
		SP:Iteration 28Q (162883.340000 sec): 3 clusters
  Score: Raw -402286.516745 + Penalty 2669.437128 = -399617.079616
  nChanged 2
		SP:Iteration 29Q (162883.520000 sec): 3 clusters
  Score: Raw -402287.688446 + Penalty 2669.437128 = -399618.251318
  nChanged 4
		SP:Iteration 30Q (162883.660000 sec): 3 clusters
  Score: Raw -402288.972857 + Penalty 2669.437128 = -399619.535729
  nChanged 3
		SP:Iteration 31Q (162883.830000 sec): 3 clusters
  Score: Raw -402289.610266 + Penalty 2669.437128 = -399620.173137
  nChanged 1
		SP:Iteration 32Q (162884.000000 sec): 3 clusters
  Score: Raw -402289.746628 + Penalty 2669.437128 = -399620.309499
  nChanged 0
		SP:Iteration 33F (162884.140000 sec): 3 clusters
  Score: Raw -402289.746628 + Penalty 2669.437128 = -399620.309499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 30 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162884.280000 sec): 2 clusters
  Score: Raw -351522.963185 + Penalty 1310.145329 = -350212.817856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162884.440000 sec): 3 clusters
  Score: Raw -350022.062438 + Penalty 2620.290657 = -347401.771781
  nChanged 1223
		SP:Iteration 1F (162884.660000 sec): 3 clusters
  Score: Raw -350775.501793 + Penalty 2620.290657 = -348155.211136
  nChanged 274
		SP:Iteration 2F (162884.840000 sec): 3 clusters
  Score: Raw -350977.988222 + Penalty 2620.290657 = -348357.697565
  nChanged 203
		SP:Iteration 3F (162884.980000 sec): 3 clusters
  Score: Raw -351143.209182 + Penalty 2620.290657 = -348522.918525
  nChanged 196
		SP:Iteration 4F (162885.150000 sec): 3 clusters
  Score: Raw -351309.550499 + Penalty 2620.290657 = -348689.259842
  nChanged 163
		SP:Iteration 5F (162885.320000 sec): 3 clusters
  Score: Raw -351471.976488 + Penalty 2620.290657 = -348851.685831
  nChanged 166
		SP:Iteration 6F (162885.490000 sec): 3 clusters
  Score: Raw -351614.811937 + Penalty 2620.290657 = -348994.521280
  nChanged 110
		SP:Iteration 7Q (162885.620000 sec): 3 clusters
  Score: Raw -351694.326613 + Penalty 2620.290657 = -349074.035956
  nChanged 81
		SP:Iteration 8Q (162885.850000 sec): 3 clusters
  Score: Raw -351743.143036 + Penalty 2620.290657 = -349122.852379
  nChanged 52
		SP:Iteration 9Q (162886.010000 sec): 3 clusters
  Score: Raw -351778.369381 + Penalty 2620.290657 = -349158.078723
  nChanged 41
		SP:Iteration 10Q (162886.180000 sec): 3 clusters
  Score: Raw -351799.537041 + Penalty 2620.290657 = -349179.246383
  nChanged 40
		SP:Iteration 11Q (162886.360000 sec): 3 clusters
  Score: Raw -351821.858472 + Penalty 2620.290657 = -349201.567815
  nChanged 30
		SP:Iteration 12Q (162886.560000 sec): 3 clusters
  Score: Raw -351836.957138 + Penalty 2620.290657 = -349216.666481
  nChanged 19
		SP:Iteration 13Q (162886.720000 sec): 3 clusters
  Score: Raw -351844.097981 + Penalty 2620.290657 = -349223.807324
  nChanged 11
		SP:Iteration 14Q (162886.850000 sec): 3 clusters
  Score: Raw -351847.689001 + Penalty 2620.290657 = -349227.398343
  nChanged 4
		SP:Iteration 15Q (162887.020000 sec): 3 clusters
  Score: Raw -351849.532326 + Penalty 2620.290657 = -349229.241669
  nChanged 9
		SP:Iteration 16Q (162887.180000 sec): 3 clusters
  Score: Raw -351852.435418 + Penalty 2620.290657 = -349232.144760
  nChanged 4
		SP:Iteration 17Q (162887.370000 sec): 3 clusters
  Score: Raw -351853.503812 + Penalty 2620.290657 = -349233.213155
  nChanged 1
		SP:Iteration 18Q (162887.570000 sec): 3 clusters
  Score: Raw -351853.729673 + Penalty 2620.290657 = -349233.439016
  nChanged 1
		SP:Iteration 19Q (162887.740000 sec): 3 clusters
  Score: Raw -351853.886550 + Penalty 2620.290657 = -349233.595893
  nChanged 1
		SP:Iteration 20F (162887.900000 sec): 3 clusters
  Score: Raw -351854.894612 + Penalty 2620.290657 = -349234.603955
  nChanged 3
		SP:Iteration 21Q (162888.050000 sec): 3 clusters
  Score: Raw -351856.181004 + Penalty 2620.290657 = -349235.890347
  nChanged 5
		SP:Iteration 22Q (162888.230000 sec): 3 clusters
  Score: Raw -351858.342584 + Penalty 2620.290657 = -349238.051927
  nChanged 4
		SP:Iteration 23Q (162888.420000 sec): 3 clusters
  Score: Raw -351859.710672 + Penalty 2620.290657 = -349239.420015
  nChanged 5
		SP:Iteration 24Q (162888.600000 sec): 3 clusters
  Score: Raw -351862.051401 + Penalty 2620.290657 = -349241.760744
  nChanged 4
		SP:Iteration 25Q (162888.780000 sec): 3 clusters
  Score: Raw -351864.051826 + Penalty 2620.290657 = -349243.761168
  nChanged 7
		SP:Iteration 26Q (162888.940000 sec): 3 clusters
  Score: Raw -351865.766090 + Penalty 2620.290657 = -349245.475433
  nChanged 1
		SP:Iteration 27Q (162889.120000 sec): 3 clusters
  Score: Raw -351866.187715 + Penalty 2620.290657 = -349245.897058
  nChanged 1
		SP:Iteration 28Q (162889.300000 sec): 3 clusters
  Score: Raw -351867.141403 + Penalty 2620.290657 = -349246.850746
  nChanged 3
		SP:Iteration 29Q (162889.500000 sec): 3 clusters
  Score: Raw -351868.761536 + Penalty 2620.290657 = -349248.470879
  nChanged 5
		SP:Iteration 30Q (162889.680000 sec): 3 clusters
  Score: Raw -351871.173564 + Penalty 2620.290657 = -349250.882907
  nChanged 4
		SP:Iteration 31Q (162889.880000 sec): 3 clusters
  Score: Raw -351872.778741 + Penalty 2620.290657 = -349252.488083
  nChanged 4
		SP:Iteration 32Q (162890.060000 sec): 3 clusters
  Score: Raw -351874.329984 + Penalty 2620.290657 = -349254.039327
  nChanged 3
		SP:Iteration 33Q (162890.220000 sec): 3 clusters
  Score: Raw -351875.316181 + Penalty 2620.290657 = -349255.025523
  nChanged 3
		SP:Iteration 34Q (162890.420000 sec): 3 clusters
  Score: Raw -351876.340811 + Penalty 2620.290657 = -349256.050153
  nChanged 4
		SP:Iteration 35Q (162890.570000 sec): 3 clusters
  Score: Raw -351877.082292 + Penalty 2620.290657 = -349256.791635
  nChanged 4
		SP:Iteration 36Q (162890.750000 sec): 3 clusters
  Score: Raw -351878.743515 + Penalty 2620.290657 = -349258.452858
  nChanged 4
		SP:Iteration 37Q (162890.920000 sec): 3 clusters
  Score: Raw -351880.181157 + Penalty 2620.290657 = -349259.890499
  nChanged 3
		SP:Iteration 38Q (162891.060000 sec): 3 clusters
  Score: Raw -351880.783048 + Penalty 2620.290657 = -349260.492391
  nChanged 2
		SP:Iteration 39Q (162891.210000 sec): 3 clusters
  Score: Raw -351881.464966 + Penalty 2620.290657 = -349261.174309
  nChanged 2
		SP:Iteration 40F (162891.350000 sec): 3 clusters
  Score: Raw -351881.850769 + Penalty 2620.290657 = -349261.560112
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 31 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162891.470000 sec): 2 clusters
  Score: Raw -363683.888663 + Penalty 1316.965213 = -362366.923450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162891.610000 sec): 3 clusters
  Score: Raw -362082.623710 + Penalty 2633.930425 = -359448.693285
  nChanged 1304
		SP:Iteration 1F (162891.820000 sec): 3 clusters
  Score: Raw -362881.998351 + Penalty 2633.930425 = -360248.067926
  nChanged 300
		SP:Iteration 2F (162891.980000 sec): 3 clusters
  Score: Raw -363088.752455 + Penalty 2633.930425 = -360454.822030
  nChanged 205
		SP:Iteration 3F (162892.170000 sec): 3 clusters
  Score: Raw -363242.409757 + Penalty 2633.930425 = -360608.479332
  nChanged 165
		SP:Iteration 4Q (162892.320000 sec): 3 clusters
  Score: Raw -363379.948422 + Penalty 2633.930425 = -360746.017997
  nChanged 164
		SP:Iteration 5Q (162892.520000 sec): 3 clusters
  Score: Raw -363514.992321 + Penalty 2633.930425 = -360881.061896
  nChanged 155
		SP:Iteration 6Q (162892.660000 sec): 3 clusters
  Score: Raw -363640.743959 + Penalty 2633.930425 = -361006.813534
  nChanged 140
		SP:Iteration 7Q (162892.800000 sec): 3 clusters
  Score: Raw -363769.730432 + Penalty 2633.930425 = -361135.800007
  nChanged 124
		SP:Iteration 8Q (162893.000000 sec): 3 clusters
  Score: Raw -363878.249692 + Penalty 2633.930425 = -361244.319267
  nChanged 116
		SP:Iteration 9Q (162893.220000 sec): 3 clusters
  Score: Raw -363998.999204 + Penalty 2633.930425 = -361365.068779
  nChanged 114
		SP:Iteration 10Q (162893.350000 sec): 3 clusters
  Score: Raw -364122.771379 + Penalty 2633.930425 = -361488.840954
  nChanged 93
		SP:Iteration 11Q (162893.540000 sec): 3 clusters
  Score: Raw -364200.275412 + Penalty 2633.930425 = -361566.344987
  nChanged 52
		SP:Iteration 12Q (162893.700000 sec): 3 clusters
  Score: Raw -364243.789800 + Penalty 2633.930425 = -361609.859375
  nChanged 37
		SP:Iteration 13Q (162893.850000 sec): 3 clusters
  Score: Raw -364271.326457 + Penalty 2633.930425 = -361637.396032
  nChanged 30
		SP:Iteration 14Q (162894.030000 sec): 3 clusters
  Score: Raw -364295.017108 + Penalty 2633.930425 = -361661.086682
  nChanged 31
		SP:Iteration 15Q (162894.230000 sec): 3 clusters
  Score: Raw -364317.273575 + Penalty 2633.930425 = -361683.343150
  nChanged 30
		SP:Iteration 16Q (162894.430000 sec): 3 clusters
  Score: Raw -364333.832930 + Penalty 2633.930425 = -361699.902505
  nChanged 17
		SP:Iteration 17Q (162894.580000 sec): 3 clusters
  Score: Raw -364343.261926 + Penalty 2633.930425 = -361709.331501
  nChanged 15
		SP:Iteration 18Q (162894.740000 sec): 3 clusters
  Score: Raw -364351.389017 + Penalty 2633.930425 = -361717.458592
  nChanged 11
		SP:Iteration 19Q (162894.920000 sec): 3 clusters
  Score: Raw -364356.020582 + Penalty 2633.930425 = -361722.090157
  nChanged 9
		SP:Iteration 20F (162895.080000 sec): 3 clusters
  Score: Raw -364359.528857 + Penalty 2633.930425 = -361725.598432
  nChanged 12
		SP:Iteration 21Q (162895.250000 sec): 3 clusters
  Score: Raw -364365.537215 + Penalty 2633.930425 = -361731.606790
  nChanged 13
		SP:Iteration 22Q (162895.410000 sec): 3 clusters
  Score: Raw -364372.652683 + Penalty 2633.930425 = -361738.722258
  nChanged 9
		SP:Iteration 23Q (162895.570000 sec): 3 clusters
  Score: Raw -364375.285122 + Penalty 2633.930425 = -361741.354697
  nChanged 1
		SP:Iteration 24Q (162895.700000 sec): 3 clusters
  Score: Raw -364376.299152 + Penalty 2633.930425 = -361742.368727
  nChanged 3
		SP:Iteration 25Q (162895.880000 sec): 3 clusters
  Score: Raw -364377.997614 + Penalty 2633.930425 = -361744.067189
  nChanged 2
		SP:Iteration 26Q (162896.020000 sec): 3 clusters
  Score: Raw -364378.378451 + Penalty 2633.930425 = -361744.448026
  nChanged 0
		SP:Iteration 27F (162896.150000 sec): 3 clusters
  Score: Raw -364378.378451 + Penalty 2633.930425 = -361744.448026
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 32 (6015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162896.290000 sec): 2 clusters
  Score: Raw -612857.242380 + Penalty 1414.076890 = -611443.165490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162896.490000 sec): 3 clusters
  Score: Raw -609704.918134 + Penalty 2828.153779 = -606876.764355
  nChanged 2514
		SP:Iteration 1F (162896.690000 sec): 3 clusters
  Score: Raw -611089.544440 + Penalty 2828.153779 = -608261.390660
  nChanged 434
		SP:Iteration 2F (162896.850000 sec): 3 clusters
  Score: Raw -611318.883738 + Penalty 2828.153779 = -608490.729958
  nChanged 348
		SP:Iteration 3F (162897.030000 sec): 3 clusters
  Score: Raw -611511.426866 + Penalty 2828.153779 = -608683.273087
  nChanged 309
		SP:Iteration 4F (162897.250000 sec): 3 clusters
  Score: Raw -611690.279795 + Penalty 2828.153779 = -608862.126015
  nChanged 280
		SP:Iteration 5Q (162897.460000 sec): 3 clusters
  Score: Raw -611855.236329 + Penalty 2828.153779 = -609027.082550
  nChanged 259
		SP:Iteration 6Q (162897.610000 sec): 3 clusters
  Score: Raw -612034.825536 + Penalty 2828.153779 = -609206.671757
  nChanged 289
		SP:Iteration 7Q (162897.820000 sec): 3 clusters
  Score: Raw -612246.873841 + Penalty 2828.153779 = -609418.720062
  nChanged 253
		SP:Iteration 8Q (162897.970000 sec): 3 clusters
  Score: Raw -612440.216433 + Penalty 2828.153779 = -609612.062654
  nChanged 204
		SP:Iteration 9Q (162898.150000 sec): 3 clusters
  Score: Raw -612590.514621 + Penalty 2828.153779 = -609762.360841
  nChanged 172
		SP:Iteration 10Q (162898.380000 sec): 3 clusters
  Score: Raw -612738.848209 + Penalty 2828.153779 = -609910.694430
  nChanged 126
		SP:Iteration 11Q (162898.520000 sec): 3 clusters
  Score: Raw -612849.205883 + Penalty 2828.153779 = -610021.052104
  nChanged 102
		SP:Iteration 12Q (162898.700000 sec): 3 clusters
  Score: Raw -612935.286284 + Penalty 2828.153779 = -610107.132504
  nChanged 87
		SP:Iteration 13Q (162898.870000 sec): 3 clusters
  Score: Raw -613004.659991 + Penalty 2828.153779 = -610176.506212
  nChanged 65
		SP:Iteration 14Q (162899.050000 sec): 3 clusters
  Score: Raw -613054.211162 + Penalty 2828.153779 = -610226.057383
  nChanged 50
		SP:Iteration 15Q (162899.250000 sec): 3 clusters
  Score: Raw -613084.912533 + Penalty 2828.153779 = -610256.758754
  nChanged 32
		SP:Iteration 16Q (162899.400000 sec): 3 clusters
  Score: Raw -613099.145917 + Penalty 2828.153779 = -610270.992138
  nChanged 27
		SP:Iteration 17Q (162899.560000 sec): 3 clusters
  Score: Raw -613112.622796 + Penalty 2828.153779 = -610284.469017
  nChanged 21
		SP:Iteration 18Q (162899.780000 sec): 3 clusters
  Score: Raw -613123.496141 + Penalty 2828.153779 = -610295.342362
  nChanged 21
		SP:Iteration 19Q (162899.940000 sec): 3 clusters
  Score: Raw -613132.997430 + Penalty 2828.153779 = -610304.843651
  nChanged 14
		SP:Iteration 20F (162900.140000 sec): 3 clusters
  Score: Raw -613137.649233 + Penalty 2828.153779 = -610309.495454
  nChanged 12
		SP:Iteration 21Q (162900.340000 sec): 3 clusters
  Score: Raw -613142.997540 + Penalty 2828.153779 = -610314.843760
  nChanged 12
		SP:Iteration 22Q (162900.560000 sec): 3 clusters
  Score: Raw -613148.139334 + Penalty 2828.153779 = -610319.985554
  nChanged 6
		SP:Iteration 23Q (162900.710000 sec): 3 clusters
  Score: Raw -613150.333881 + Penalty 2828.153779 = -610322.180102
  nChanged 5
		SP:Iteration 24Q (162900.950000 sec): 3 clusters
  Score: Raw -613152.172150 + Penalty 2828.153779 = -610324.018370
  nChanged 8
		SP:Iteration 25Q (162901.100000 sec): 3 clusters
  Score: Raw -613156.380393 + Penalty 2828.153779 = -610328.226614
  nChanged 7
		SP:Iteration 26Q (162901.360000 sec): 3 clusters
  Score: Raw -613159.597082 + Penalty 2828.153779 = -610331.443302
  nChanged 8
		SP:Iteration 27Q (162901.550000 sec): 3 clusters
  Score: Raw -613167.998058 + Penalty 2828.153779 = -610339.844279
  nChanged 12
		SP:Iteration 28Q (162901.740000 sec): 3 clusters
  Score: Raw -613175.413220 + Penalty 2828.153779 = -610347.259441
  nChanged 11
		SP:Iteration 29Q (162901.940000 sec): 3 clusters
  Score: Raw -613180.661289 + Penalty 2828.153779 = -610352.507510
  nChanged 13
		SP:Iteration 30Q (162902.100000 sec): 3 clusters
  Score: Raw -613186.508998 + Penalty 2828.153779 = -610358.355219
  nChanged 6
		SP:Iteration 31Q (162902.340000 sec): 3 clusters
  Score: Raw -613188.834539 + Penalty 2828.153779 = -610360.680760
  nChanged 6
		SP:Iteration 32Q (162902.560000 sec): 3 clusters
  Score: Raw -613191.328122 + Penalty 2828.153779 = -610363.174342
  nChanged 5
		SP:Iteration 33Q (162902.760000 sec): 3 clusters
  Score: Raw -613193.652908 + Penalty 2828.153779 = -610365.499129
  nChanged 6
		SP:Iteration 34Q (162902.980000 sec): 3 clusters
  Score: Raw -613196.055447 + Penalty 2828.153779 = -610367.901667
  nChanged 3
		SP:Iteration 35Q (162903.150000 sec): 3 clusters
  Score: Raw -613196.999772 + Penalty 2828.153779 = -610368.845993
  nChanged 5
		SP:Iteration 36Q (162903.360000 sec): 3 clusters
  Score: Raw -613199.121489 + Penalty 2828.153779 = -610370.967710
  nChanged 2
		SP:Iteration 37Q (162903.530000 sec): 3 clusters
  Score: Raw -613200.020477 + Penalty 2828.153779 = -610371.866698
  nChanged 0
		SP:Iteration 38F (162903.710000 sec): 3 clusters
  Score: Raw -613200.020477 + Penalty 2828.153779 = -610371.866698
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 33 (8552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162903.850000 sec): 2 clusters
  Score: Raw -879761.057277 + Penalty 1471.262074 = -878289.795204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162904.090000 sec): 3 clusters
  Score: Raw -875009.728339 + Penalty 2942.524147 = -872067.204192
  nChanged 3566
		SP:Iteration 1F (162904.310000 sec): 3 clusters
  Score: Raw -877184.147180 + Penalty 2942.524147 = -874241.623033
  nChanged 594
		SP:Iteration 2F (162904.500000 sec): 3 clusters
  Score: Raw -877494.025927 + Penalty 2942.524147 = -874551.501780
  nChanged 443
		SP:Iteration 3F (162904.750000 sec): 3 clusters
  Score: Raw -877701.390104 + Penalty 2942.524147 = -874758.865957
  nChanged 392
		SP:Iteration 4Q (162904.950000 sec): 3 clusters
  Score: Raw -877883.667022 + Penalty 2942.524147 = -874941.142875
  nChanged 345
		SP:Iteration 5Q (162905.130000 sec): 3 clusters
  Score: Raw -878050.833125 + Penalty 2942.524147 = -875108.308978
  nChanged 293
		SP:Iteration 6Q (162905.300000 sec): 3 clusters
  Score: Raw -878197.504460 + Penalty 2942.524147 = -875254.980313
  nChanged 311
		SP:Iteration 7Q (162905.450000 sec): 3 clusters
  Score: Raw -878340.591168 + Penalty 2942.524147 = -875398.067021
  nChanged 280
		SP:Iteration 8Q (162905.670000 sec): 3 clusters
  Score: Raw -878482.389905 + Penalty 2942.524147 = -875539.865758
  nChanged 275
		SP:Iteration 9Q (162905.880000 sec): 3 clusters
  Score: Raw -878622.117263 + Penalty 2942.524147 = -875679.593116
  nChanged 274
		SP:Iteration 10Q (162906.110000 sec): 3 clusters
  Score: Raw -878768.078777 + Penalty 2942.524147 = -875825.554629
  nChanged 269
		SP:Iteration 11Q (162906.330000 sec): 3 clusters
  Score: Raw -878930.826681 + Penalty 2942.524147 = -875988.302534
  nChanged 283
		SP:Iteration 12Q (162906.530000 sec): 3 clusters
  Score: Raw -879111.714268 + Penalty 2942.524147 = -876169.190121
  nChanged 259
		SP:Iteration 13Q (162906.740000 sec): 3 clusters
  Score: Raw -879278.941185 + Penalty 2942.524147 = -876336.417038
  nChanged 220
		SP:Iteration 14Q (162907.010000 sec): 3 clusters
  Score: Raw -879424.329870 + Penalty 2942.524147 = -876481.805723
  nChanged 192
		SP:Iteration 15Q (162907.210000 sec): 3 clusters
  Score: Raw -879558.286767 + Penalty 2942.524147 = -876615.762620
  nChanged 181
		SP:Iteration 16Q (162907.390000 sec): 3 clusters
  Score: Raw -879701.934396 + Penalty 2942.524147 = -876759.410249
  nChanged 155
		SP:Iteration 17Q (162907.610000 sec): 3 clusters
  Score: Raw -879820.477219 + Penalty 2942.524147 = -876877.953072
  nChanged 94
		SP:Iteration 18Q (162907.810000 sec): 3 clusters
  Score: Raw -879880.221241 + Penalty 2942.524147 = -876937.697094
  nChanged 63
		SP:Iteration 19Q (162908.040000 sec): 3 clusters
  Score: Raw -879918.367428 + Penalty 2942.524147 = -876975.843281
  nChanged 42
		SP:Iteration 20F (162908.260000 sec): 3 clusters
  Score: Raw -879944.953856 + Penalty 2942.524147 = -877002.429709
  nChanged 39
		SP:Iteration 21Q (162908.440000 sec): 3 clusters
  Score: Raw -879968.066569 + Penalty 2942.524147 = -877025.542422
  nChanged 28
		SP:Iteration 22Q (162908.650000 sec): 3 clusters
  Score: Raw -879983.220598 + Penalty 2942.524147 = -877040.696450
  nChanged 15
		SP:Iteration 23Q (162908.820000 sec): 3 clusters
  Score: Raw -879995.144332 + Penalty 2942.524147 = -877052.620185
  nChanged 18
		SP:Iteration 24Q (162909.050000 sec): 3 clusters
  Score: Raw -880004.847223 + Penalty 2942.524147 = -877062.323076
  nChanged 13
		SP:Iteration 25Q (162909.250000 sec): 3 clusters
  Score: Raw -880013.307749 + Penalty 2942.524147 = -877070.783602
  nChanged 13
		SP:Iteration 26Q (162909.430000 sec): 3 clusters
  Score: Raw -880022.841662 + Penalty 2942.524147 = -877080.317515
  nChanged 19
		SP:Iteration 27Q (162909.630000 sec): 3 clusters
  Score: Raw -880033.929917 + Penalty 2942.524147 = -877091.405770
  nChanged 10
		SP:Iteration 28Q (162909.830000 sec): 3 clusters
  Score: Raw -880040.601929 + Penalty 2942.524147 = -877098.077782
  nChanged 11
		SP:Iteration 29Q (162910.040000 sec): 3 clusters
  Score: Raw -880048.373797 + Penalty 2942.524147 = -877105.849650
  nChanged 13
		SP:Iteration 30Q (162910.210000 sec): 3 clusters
  Score: Raw -880055.969837 + Penalty 2942.524147 = -877113.445690
  nChanged 4
		SP:Iteration 31Q (162910.420000 sec): 3 clusters
  Score: Raw -880058.061578 + Penalty 2942.524147 = -877115.537431
  nChanged 3
		SP:Iteration 32Q (162910.630000 sec): 3 clusters
  Score: Raw -880060.230963 + Penalty 2942.524147 = -877117.706816
  nChanged 5
		SP:Iteration 33Q (162910.820000 sec): 3 clusters
  Score: Raw -880064.019877 + Penalty 2942.524147 = -877121.495730
  nChanged 2
		SP:Iteration 34Q (162911.040000 sec): 3 clusters
  Score: Raw -880064.874713 + Penalty 2942.524147 = -877122.350566
  nChanged 2
		SP:Iteration 35Q (162911.230000 sec): 3 clusters
  Score: Raw -880065.977362 + Penalty 2942.524147 = -877123.453215
  nChanged 1
		SP:Iteration 36Q (162911.420000 sec): 3 clusters
  Score: Raw -880066.574095 + Penalty 2942.524147 = -877124.049948
  nChanged 2
		SP:Iteration 37Q (162911.610000 sec): 3 clusters
  Score: Raw -880066.927977 + Penalty 2942.524147 = -877124.403830
  nChanged 1
		SP:Iteration 38Q (162911.820000 sec): 3 clusters
  Score: Raw -880067.302137 + Penalty 2942.524147 = -877124.777990
  nChanged 1
		SP:Iteration 39Q (162912.020000 sec): 3 clusters
  Score: Raw -880067.855955 + Penalty 2942.524147 = -877125.331808
  nChanged 0
		SP:Iteration 40F (162912.250000 sec): 3 clusters
  Score: Raw -880067.855955 + Penalty 2942.524147 = -877125.331808
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 34 (7579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162912.370000 sec): 2 clusters
  Score: Raw -857396.774743 + Penalty 1451.634688 = -855945.140055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162912.580000 sec): 3 clusters
  Score: Raw -853276.458532 + Penalty 2903.269377 = -850373.189155
  nChanged 3162
		SP:Iteration 1F (162912.770000 sec): 3 clusters
  Score: Raw -854885.387079 + Penalty 2903.269377 = -851982.117702
  nChanged 476
		SP:Iteration 2F (162913.000000 sec): 3 clusters
  Score: Raw -855105.373187 + Penalty 2903.269377 = -852202.103810
  nChanged 386
		SP:Iteration 3F (162913.210000 sec): 3 clusters
  Score: Raw -855288.332402 + Penalty 2903.269377 = -852385.063025
  nChanged 364
		SP:Iteration 4Q (162913.380000 sec): 3 clusters
  Score: Raw -855490.409759 + Penalty 2903.269377 = -852587.140383
  nChanged 372
		SP:Iteration 5Q (162913.580000 sec): 3 clusters
  Score: Raw -855736.624277 + Penalty 2903.269377 = -852833.354900
  nChanged 452
		SP:Iteration 6F (162913.750000 sec): 3 clusters
  Score: Raw -856067.658491 + Penalty 2903.269377 = -853164.389114
  nChanged 455
		SP:Iteration 7F (162913.930000 sec): 3 clusters
  Score: Raw -856407.266085 + Penalty 2903.269377 = -853503.996708
  nChanged 446
		SP:Iteration 8F (162914.140000 sec): 3 clusters
  Score: Raw -856725.266807 + Penalty 2903.269377 = -853821.997431
  nChanged 366
		SP:Iteration 9Q (162914.310000 sec): 3 clusters
  Score: Raw -856944.786622 + Penalty 2903.269377 = -854041.517245
  nChanged 287
		SP:Iteration 10Q (162914.500000 sec): 3 clusters
  Score: Raw -857089.382617 + Penalty 2903.269377 = -854186.113241
  nChanged 191
		SP:Iteration 11Q (162914.680000 sec): 3 clusters
  Score: Raw -857163.426528 + Penalty 2903.269377 = -854260.157152
  nChanged 141
		SP:Iteration 12Q (162914.860000 sec): 3 clusters
  Score: Raw -857210.936872 + Penalty 2903.269377 = -854307.667496
  nChanged 119
		SP:Iteration 13Q (162915.050000 sec): 3 clusters
  Score: Raw -857249.565534 + Penalty 2903.269377 = -854346.296157
  nChanged 97
		SP:Iteration 14Q (162915.240000 sec): 3 clusters
  Score: Raw -857275.737862 + Penalty 2903.269377 = -854372.468485
  nChanged 79
		SP:Iteration 15Q (162915.440000 sec): 3 clusters
  Score: Raw -857297.800120 + Penalty 2903.269377 = -854394.530743
  nChanged 74
		SP:Iteration 16Q (162915.620000 sec): 3 clusters
  Score: Raw -857315.795585 + Penalty 2903.269377 = -854412.526208
  nChanged 59
		SP:Iteration 17Q (162915.840000 sec): 3 clusters
  Score: Raw -857329.865130 + Penalty 2903.269377 = -854426.595753
  nChanged 59
		SP:Iteration 18Q (162916.050000 sec): 3 clusters
  Score: Raw -857343.151793 + Penalty 2903.269377 = -854439.882416
  nChanged 58
		SP:Iteration 19Q (162916.320000 sec): 3 clusters
  Score: Raw -857355.563721 + Penalty 2903.269377 = -854452.294344
  nChanged 45
		SP:Iteration 20F (162916.520000 sec): 3 clusters
  Score: Raw -857364.641259 + Penalty 2903.269377 = -854461.371882
  nChanged 43
		SP:Iteration 21Q (162916.690000 sec): 3 clusters
  Score: Raw -857374.284618 + Penalty 2903.269377 = -854471.015241
  nChanged 50
		SP:Iteration 22Q (162916.910000 sec): 3 clusters
  Score: Raw -857387.427694 + Penalty 2903.269377 = -854484.158317
  nChanged 54
		SP:Iteration 23Q (162917.080000 sec): 3 clusters
  Score: Raw -857402.101492 + Penalty 2903.269377 = -854498.832115
  nChanged 54
		SP:Iteration 24Q (162917.250000 sec): 3 clusters
  Score: Raw -857413.358491 + Penalty 2903.269377 = -854510.089114
  nChanged 49
		SP:Iteration 25Q (162917.470000 sec): 3 clusters
  Score: Raw -857423.723143 + Penalty 2903.269377 = -854520.453766
  nChanged 46
		SP:Iteration 26Q (162917.670000 sec): 3 clusters
  Score: Raw -857434.223590 + Penalty 2903.269377 = -854530.954213
  nChanged 42
		SP:Iteration 27Q (162917.910000 sec): 3 clusters
  Score: Raw -857443.548713 + Penalty 2903.269377 = -854540.279336
  nChanged 38
		SP:Iteration 28Q (162918.120000 sec): 3 clusters
  Score: Raw -857451.799382 + Penalty 2903.269377 = -854548.530005
  nChanged 43
		SP:Iteration 29Q (162918.330000 sec): 3 clusters
  Score: Raw -857461.110635 + Penalty 2903.269377 = -854557.841258
  nChanged 34
		SP:Iteration 30Q (162918.520000 sec): 3 clusters
  Score: Raw -857467.741393 + Penalty 2903.269377 = -854564.472016
  nChanged 27
		SP:Iteration 31Q (162918.700000 sec): 3 clusters
  Score: Raw -857474.432491 + Penalty 2903.269377 = -854571.163114
  nChanged 31
		SP:Iteration 32Q (162918.890000 sec): 3 clusters
  Score: Raw -857480.511469 + Penalty 2903.269377 = -854577.242092
  nChanged 29
		SP:Iteration 33Q (162919.090000 sec): 3 clusters
  Score: Raw -857486.201216 + Penalty 2903.269377 = -854582.931839
  nChanged 33
		SP:Iteration 34Q (162919.290000 sec): 3 clusters
  Score: Raw -857493.431180 + Penalty 2903.269377 = -854590.161803
  nChanged 40
		SP:Iteration 35Q (162919.440000 sec): 3 clusters
  Score: Raw -857502.613214 + Penalty 2903.269377 = -854599.343837
  nChanged 36
		SP:Iteration 36Q (162919.570000 sec): 3 clusters
  Score: Raw -857511.017364 + Penalty 2903.269377 = -854607.747987
  nChanged 34
		SP:Iteration 37Q (162919.760000 sec): 3 clusters
  Score: Raw -857517.039086 + Penalty 2903.269377 = -854613.769709
  nChanged 25
		SP:Iteration 38Q (162919.930000 sec): 3 clusters
  Score: Raw -857522.148903 + Penalty 2903.269377 = -854618.879526
  nChanged 28
		SP:Iteration 39Q (162920.100000 sec): 3 clusters
  Score: Raw -857529.690959 + Penalty 2903.269377 = -854626.421582
  nChanged 35
		SP:Iteration 40F (162920.300000 sec): 3 clusters
  Score: Raw -857538.744970 + Penalty 2903.269377 = -854635.475594
  nChanged 49
		SP:Iteration 41Q (162920.470000 sec): 3 clusters
  Score: Raw -857550.260610 + Penalty 2903.269377 = -854646.991234
  nChanged 42
		SP:Iteration 42Q (162920.650000 sec): 3 clusters
  Score: Raw -857561.749354 + Penalty 2903.269377 = -854658.479977
  nChanged 40
		SP:Iteration 43Q (162920.830000 sec): 3 clusters
  Score: Raw -857572.416078 + Penalty 2903.269377 = -854669.146701
  nChanged 37
		SP:Iteration 44Q (162921.050000 sec): 3 clusters
  Score: Raw -857583.089416 + Penalty 2903.269377 = -854679.820039
  nChanged 50
		SP:Iteration 45Q (162921.230000 sec): 3 clusters
  Score: Raw -857593.640415 + Penalty 2903.269377 = -854690.371039
  nChanged 33
		SP:Iteration 46Q (162921.430000 sec): 3 clusters
  Score: Raw -857599.614355 + Penalty 2903.269377 = -854696.344979
  nChanged 21
		SP:Iteration 47Q (162921.640000 sec): 3 clusters
  Score: Raw -857604.508328 + Penalty 2903.269377 = -854701.238952
  nChanged 26
		SP:Iteration 48Q (162921.840000 sec): 3 clusters
  Score: Raw -857609.173311 + Penalty 2903.269377 = -854705.903934
  nChanged 22
		SP:Iteration 49Q (162922.050000 sec): 3 clusters
  Score: Raw -857613.435997 + Penalty 2903.269377 = -854710.166620
  nChanged 19
		SP:Iteration 50Q (162922.230000 sec): 3 clusters
  Score: Raw -857617.430351 + Penalty 2903.269377 = -854714.160974
  nChanged 22
		SP:Iteration 51Q (162922.470000 sec): 3 clusters
  Score: Raw -857622.140918 + Penalty 2903.269377 = -854718.871541
  nChanged 21
		SP:Iteration 52Q (162922.630000 sec): 3 clusters
  Score: Raw -857627.074397 + Penalty 2903.269377 = -854723.805021
  nChanged 24
		SP:Iteration 53Q (162922.790000 sec): 3 clusters
  Score: Raw -857632.691280 + Penalty 2903.269377 = -854729.421903
  nChanged 17
		SP:Iteration 54Q (162923.040000 sec): 3 clusters
  Score: Raw -857635.898290 + Penalty 2903.269377 = -854732.628913
  nChanged 13
		SP:Iteration 55Q (162923.210000 sec): 3 clusters
  Score: Raw -857638.691227 + Penalty 2903.269377 = -854735.421850
  nChanged 10
		SP:Iteration 56Q (162923.450000 sec): 3 clusters
  Score: Raw -857640.745445 + Penalty 2903.269377 = -854737.476068
  nChanged 8
		SP:Iteration 57Q (162923.670000 sec): 3 clusters
  Score: Raw -857641.918333 + Penalty 2903.269377 = -854738.648956
  nChanged 3
		SP:Iteration 58Q (162923.870000 sec): 3 clusters
  Score: Raw -857642.374619 + Penalty 2903.269377 = -854739.105242
  nChanged 3
		SP:Iteration 59Q (162924.050000 sec): 3 clusters
  Score: Raw -857642.861963 + Penalty 2903.269377 = -854739.592586
  nChanged 5
		SP:Iteration 60F (162924.250000 sec): 3 clusters
  Score: Raw -857643.786357 + Penalty 2903.269377 = -854740.516981
  nChanged 3
		SP:Iteration 61Q (162924.450000 sec): 3 clusters
  Score: Raw -857644.523256 + Penalty 2903.269377 = -854741.253879
  nChanged 6
		SP:Iteration 62Q (162924.670000 sec): 3 clusters
  Score: Raw -857645.298701 + Penalty 2903.269377 = -854742.029324
  nChanged 5
		SP:Iteration 63Q (162924.890000 sec): 3 clusters
  Score: Raw -857645.970619 + Penalty 2903.269377 = -854742.701243
  nChanged 2
		SP:Iteration 64Q (162925.110000 sec): 3 clusters
  Score: Raw -857646.340586 + Penalty 2903.269377 = -854743.071209
  nChanged 2
		SP:Iteration 65Q (162925.280000 sec): 3 clusters
  Score: Raw -857646.775389 + Penalty 2903.269377 = -854743.506012
  nChanged 3
		SP:Iteration 66Q (162925.410000 sec): 3 clusters
  Score: Raw -857647.214011 + Penalty 2903.269377 = -854743.944634
  nChanged 3
		SP:Iteration 67Q (162925.560000 sec): 3 clusters
  Score: Raw -857647.677913 + Penalty 2903.269377 = -854744.408536
  nChanged 3
		SP:Iteration 68Q (162925.710000 sec): 3 clusters
  Score: Raw -857648.330427 + Penalty 2903.269377 = -854745.061050
  nChanged 6
		SP:Iteration 69Q (162925.900000 sec): 3 clusters
  Score: Raw -857649.328812 + Penalty 2903.269377 = -854746.059435
  nChanged 6
		SP:Iteration 70Q (162926.050000 sec): 3 clusters
  Score: Raw -857650.578804 + Penalty 2903.269377 = -854747.309427
  nChanged 8
		SP:Iteration 71Q (162926.260000 sec): 3 clusters
  Score: Raw -857652.431087 + Penalty 2903.269377 = -854749.161710
  nChanged 6
		SP:Iteration 72Q (162926.410000 sec): 3 clusters
  Score: Raw -857653.603023 + Penalty 2903.269377 = -854750.333646
  nChanged 4
		SP:Iteration 73Q (162926.600000 sec): 3 clusters
  Score: Raw -857654.102503 + Penalty 2903.269377 = -854750.833126
  nChanged 5
		SP:Iteration 74Q (162926.810000 sec): 3 clusters
  Score: Raw -857654.726019 + Penalty 2903.269377 = -854751.456643
  nChanged 1
		SP:Iteration 75Q (162926.980000 sec): 3 clusters
  Score: Raw -857654.884743 + Penalty 2903.269377 = -854751.615366
  nChanged 1
		SP:Iteration 76Q (162927.090000 sec): 3 clusters
  Score: Raw -857655.045159 + Penalty 2903.269377 = -854751.775782
  nChanged 1
		SP:Iteration 77Q (162927.270000 sec): 3 clusters
  Score: Raw -857655.192779 + Penalty 2903.269377 = -854751.923402
  nChanged 2
		SP:Iteration 78Q (162927.470000 sec): 3 clusters
  Score: Raw -857655.653464 + Penalty 2903.269377 = -854752.384087
  nChanged 2
		SP:Iteration 79Q (162927.640000 sec): 3 clusters
  Score: Raw -857655.881915 + Penalty 2903.269377 = -854752.612538
  nChanged 5
		SP:Iteration 80F (162927.870000 sec): 3 clusters
  Score: Raw -857656.689332 + Penalty 2903.269377 = -854753.419955
  nChanged 4
		SP:Iteration 81Q (162928.090000 sec): 3 clusters
  Score: Raw -857657.308558 + Penalty 2903.269377 = -854754.039181
  nChanged 2
		SP:Iteration 82Q (162928.220000 sec): 3 clusters
  Score: Raw -857657.573544 + Penalty 2903.269377 = -854754.304168
  nChanged 3
		SP:Iteration 83Q (162928.410000 sec): 3 clusters
  Score: Raw -857657.997826 + Penalty 2903.269377 = -854754.728449
  nChanged 3
		SP:Iteration 84Q (162928.610000 sec): 3 clusters
  Score: Raw -857658.456746 + Penalty 2903.269377 = -854755.187369
  nChanged 2
		SP:Iteration 85Q (162928.860000 sec): 3 clusters
  Score: Raw -857658.750645 + Penalty 2903.269377 = -854755.481268
  nChanged 1
		SP:Iteration 86Q (162929.050000 sec): 3 clusters
  Score: Raw -857658.853686 + Penalty 2903.269377 = -854755.584309
  nChanged 5
		SP:Iteration 87Q (162929.260000 sec): 3 clusters
  Score: Raw -857659.571743 + Penalty 2903.269377 = -854756.302366
  nChanged 3
		SP:Iteration 88Q (162929.460000 sec): 3 clusters
  Score: Raw -857660.102750 + Penalty 2903.269377 = -854756.833374
  nChanged 1
		SP:Iteration 89Q (162929.660000 sec): 3 clusters
  Score: Raw -857660.510831 + Penalty 2903.269377 = -854757.241455
  nChanged 1
		SP:Iteration 90Q (162929.850000 sec): 3 clusters
  Score: Raw -857660.637006 + Penalty 2903.269377 = -854757.367630
  nChanged 0
		SP:Iteration 91F (162930.050000 sec): 3 clusters
  Score: Raw -857660.637006 + Penalty 2903.269377 = -854757.367630
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 35 (188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162930.120000 sec): 2 clusters
  Score: Raw -16587.090763 + Penalty 850.921819 = -15736.168944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162930.260000 sec): 3 clusters
  Score: Raw -16764.486237 + Penalty 1701.843638 = -15062.642599
  nChanged 27
		SP:Iteration 1F (162930.420000 sec): 3 clusters
  Score: Raw -16843.553862 + Penalty 1701.843638 = -15141.710224
  nChanged 8
		SP:Iteration 2Q (162930.580000 sec): 3 clusters
  Score: Raw -16883.173076 + Penalty 1701.843638 = -15181.329438
  nChanged 8
		SP:Iteration 3Q (162930.690000 sec): 3 clusters
  Score: Raw -16900.584798 + Penalty 1701.843638 = -15198.741161
  nChanged 3
		SP:Iteration 4Q (162930.830000 sec): 3 clusters
  Score: Raw -16909.104389 + Penalty 1701.843638 = -15207.260751
  nChanged 2
		SP:Iteration 5Q (162930.970000 sec): 3 clusters
  Score: Raw -16919.574457 + Penalty 1701.843638 = -15217.730819
  nChanged 1
		SP:Iteration 6Q (162931.130000 sec): 3 clusters
  Score: Raw -16922.354804 + Penalty 1701.843638 = -15220.511166
  nChanged 1
		SP:Iteration 7Q (162931.300000 sec): 3 clusters
  Score: Raw -16924.657322 + Penalty 1701.843638 = -15222.813684
  nChanged 1
		SP:Iteration 8Q (162931.470000 sec): 3 clusters
  Score: Raw -16927.856984 + Penalty 1701.843638 = -15226.013346
  nChanged 1
		SP:Iteration 9Q (162931.610000 sec): 3 clusters
  Score: Raw -16932.550803 + Penalty 1701.843638 = -15230.707165
  nChanged 1
		SP:Iteration 10Q (162931.790000 sec): 3 clusters
  Score: Raw -16934.919989 + Penalty 1701.843638 = -15233.076351
  nChanged 0
		SP:Iteration 11F (162931.960000 sec): 3 clusters
  Score: Raw -16934.919989 + Penalty 1701.843638 = -15233.076351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 36 (2708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162932.100000 sec): 2 clusters
  Score: Raw -287680.775575 + Penalty 1284.394416 = -286396.381159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162932.260000 sec): 3 clusters
  Score: Raw -286489.616867 + Penalty 2568.788831 = -283920.828036
  nChanged 966
		SP:Iteration 1F (162932.420000 sec): 3 clusters
  Score: Raw -287277.667071 + Penalty 2568.788831 = -284708.878240
  nChanged 302
		SP:Iteration 2F (162932.590000 sec): 3 clusters
  Score: Raw -287637.368475 + Penalty 2568.788831 = -285068.579644
  nChanged 218
		SP:Iteration 3F (162932.780000 sec): 3 clusters
  Score: Raw -287874.198577 + Penalty 2568.788831 = -285305.409746
  nChanged 174
		SP:Iteration 4F (162932.920000 sec): 3 clusters
  Score: Raw -288045.849314 + Penalty 2568.788831 = -285477.060483
  nChanged 132
		SP:Iteration 5Q (162933.080000 sec): 3 clusters
  Score: Raw -288170.846372 + Penalty 2568.788831 = -285602.057541
  nChanged 92
		SP:Iteration 6Q (162933.230000 sec): 3 clusters
  Score: Raw -288242.991478 + Penalty 2568.788831 = -285674.202647
  nChanged 59
		SP:Iteration 7Q (162933.440000 sec): 3 clusters
  Score: Raw -288279.521829 + Penalty 2568.788831 = -285710.732998
  nChanged 36
		SP:Iteration 8Q (162933.620000 sec): 3 clusters
  Score: Raw -288297.419318 + Penalty 2568.788831 = -285728.630487
  nChanged 25
		SP:Iteration 9Q (162933.820000 sec): 3 clusters
  Score: Raw -288309.015815 + Penalty 2568.788831 = -285740.226984
  nChanged 11
		SP:Iteration 10Q (162933.980000 sec): 3 clusters
  Score: Raw -288315.128088 + Penalty 2568.788831 = -285746.339257
  nChanged 15
		SP:Iteration 11Q (162934.120000 sec): 3 clusters
  Score: Raw -288321.188859 + Penalty 2568.788831 = -285752.400028
  nChanged 8
		SP:Iteration 12Q (162934.300000 sec): 3 clusters
  Score: Raw -288324.555354 + Penalty 2568.788831 = -285755.766523
  nChanged 6
		SP:Iteration 13Q (162934.490000 sec): 3 clusters
  Score: Raw -288326.618371 + Penalty 2568.788831 = -285757.829540
  nChanged 8
		SP:Iteration 14Q (162934.650000 sec): 3 clusters
  Score: Raw -288331.023816 + Penalty 2568.788831 = -285762.234985
  nChanged 8
		SP:Iteration 15Q (162934.850000 sec): 3 clusters
  Score: Raw -288335.806315 + Penalty 2568.788831 = -285767.017484
  nChanged 3
		SP:Iteration 16Q (162935.030000 sec): 3 clusters
  Score: Raw -288336.882355 + Penalty 2568.788831 = -285768.093524
  nChanged 5
		SP:Iteration 17Q (162935.210000 sec): 3 clusters
  Score: Raw -288339.207507 + Penalty 2568.788831 = -285770.418676
  nChanged 5
		SP:Iteration 18Q (162935.370000 sec): 3 clusters
  Score: Raw -288341.749310 + Penalty 2568.788831 = -285772.960479
  nChanged 9
		SP:Iteration 19Q (162935.560000 sec): 3 clusters
  Score: Raw -288345.915489 + Penalty 2568.788831 = -285777.126658
  nChanged 8
		SP:Iteration 20F (162935.730000 sec): 3 clusters
  Score: Raw -288349.325225 + Penalty 2568.788831 = -285780.536394
  nChanged 8
		SP:Iteration 21Q (162935.920000 sec): 3 clusters
  Score: Raw -288352.809436 + Penalty 2568.788831 = -285784.020605
  nChanged 7
		SP:Iteration 22Q (162936.110000 sec): 3 clusters
  Score: Raw -288355.466210 + Penalty 2568.788831 = -285786.677379
  nChanged 3
		SP:Iteration 23Q (162936.340000 sec): 3 clusters
  Score: Raw -288356.543344 + Penalty 2568.788831 = -285787.754513
  nChanged 2
		SP:Iteration 24Q (162936.500000 sec): 3 clusters
  Score: Raw -288356.990998 + Penalty 2568.788831 = -285788.202167
  nChanged 1
		SP:Iteration 25Q (162936.650000 sec): 3 clusters
  Score: Raw -288357.146873 + Penalty 2568.788831 = -285788.358042
  nChanged 1
		SP:Iteration 26Q (162936.860000 sec): 3 clusters
  Score: Raw -288357.421328 + Penalty 2568.788831 = -285788.632497
  nChanged 0
		SP:Iteration 27F (162937.040000 sec): 3 clusters
  Score: Raw -288357.421328 + Penalty 2568.788831 = -285788.632497
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 37 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162937.170000 sec): 2 clusters
  Score: Raw -1501353.753034 + Penalty 1531.714520 = -1499822.038514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162937.400000 sec): 3 clusters
  Score: Raw -1494096.140263 + Penalty 3063.429039 = -1491032.711224
  nChanged 5498
		SP:Iteration 1F (162937.590000 sec): 3 clusters
  Score: Raw -1497022.689890 + Penalty 3063.429039 = -1493959.260851
  nChanged 575
		SP:Iteration 2Q (162937.860000 sec): 3 clusters
  Score: Raw -1497200.323074 + Penalty 3063.429039 = -1494136.894034
  nChanged 469
		SP:Iteration 3Q (162938.040000 sec): 3 clusters
  Score: Raw -1497333.857293 + Penalty 3063.429039 = -1494270.428254
  nChanged 371
		SP:Iteration 4Q (162938.280000 sec): 3 clusters
  Score: Raw -1497430.578356 + Penalty 3063.429039 = -1494367.149317
  nChanged 343
		SP:Iteration 5Q (162938.520000 sec): 3 clusters
  Score: Raw -1497524.163107 + Penalty 3063.429039 = -1494460.734068
  nChanged 334
		SP:Iteration 6Q (162938.740000 sec): 3 clusters
  Score: Raw -1497611.277447 + Penalty 3063.429039 = -1494547.848408
  nChanged 306
		SP:Iteration 7Q (162938.940000 sec): 3 clusters
  Score: Raw -1497683.560366 + Penalty 3063.429039 = -1494620.131327
  nChanged 266
		SP:Iteration 8Q (162939.150000 sec): 3 clusters
  Score: Raw -1497753.076912 + Penalty 3063.429039 = -1494689.647872
  nChanged 260
		SP:Iteration 9Q (162939.400000 sec): 3 clusters
  Score: Raw -1497828.885496 + Penalty 3063.429039 = -1494765.456457
  nChanged 298
		SP:Iteration 10Q (162939.650000 sec): 3 clusters
  Score: Raw -1497921.207875 + Penalty 3063.429039 = -1494857.778836
  nChanged 316
		SP:Iteration 11Q (162939.870000 sec): 3 clusters
  Score: Raw -1498035.949769 + Penalty 3063.429039 = -1494972.520730
  nChanged 397
		SP:Iteration 12Q (162940.110000 sec): 3 clusters
  Score: Raw -1498206.145084 + Penalty 3063.429039 = -1495142.716044
  nChanged 487
		SP:Iteration 13Q (162940.360000 sec): 3 clusters
  Score: Raw -1498462.295442 + Penalty 3063.429039 = -1495398.866402
  nChanged 599
		SP:Iteration 14Q (162940.600000 sec): 3 clusters
  Score: Raw -1498846.330907 + Penalty 3063.429039 = -1495782.901868
  nChanged 694
		SP:Iteration 15F (162940.840000 sec): 3 clusters
  Score: Raw -1499361.013888 + Penalty 3063.429039 = -1496297.584849
  nChanged 708
		SP:Iteration 16F (162941.040000 sec): 3 clusters
  Score: Raw -1499926.855472 + Penalty 3063.429039 = -1496863.426433
  nChanged 627
		SP:Iteration 17F (162941.260000 sec): 3 clusters
  Score: Raw -1500493.154882 + Penalty 3063.429039 = -1497429.725843
  nChanged 478
		SP:Iteration 18Q (162941.470000 sec): 3 clusters
  Score: Raw -1500949.219668 + Penalty 3063.429039 = -1497885.790628
  nChanged 278
		SP:Iteration 19Q (162941.700000 sec): 3 clusters
  Score: Raw -1501222.699679 + Penalty 3063.429039 = -1498159.270640
  nChanged 124
		SP:Iteration 20F (162941.910000 sec): 3 clusters
  Score: Raw -1501356.733577 + Penalty 3063.429039 = -1498293.304538
  nChanged 59
		SP:Iteration 21Q (162942.180000 sec): 3 clusters
  Score: Raw -1501427.056895 + Penalty 3063.429039 = -1498363.627856
  nChanged 41
		SP:Iteration 22Q (162942.380000 sec): 3 clusters
  Score: Raw -1501483.775614 + Penalty 3063.429039 = -1498420.346574
  nChanged 21
		SP:Iteration 23Q (162942.620000 sec): 3 clusters
  Score: Raw -1501514.583239 + Penalty 3063.429039 = -1498451.154200
  nChanged 15
		SP:Iteration 24Q (162942.870000 sec): 3 clusters
  Score: Raw -1501535.624681 + Penalty 3063.429039 = -1498472.195641
  nChanged 10
		SP:Iteration 25Q (162943.090000 sec): 3 clusters
  Score: Raw -1501548.789969 + Penalty 3063.429039 = -1498485.360930
  nChanged 7
		SP:Iteration 26Q (162943.290000 sec): 3 clusters
  Score: Raw -1501559.865402 + Penalty 3063.429039 = -1498496.436363
  nChanged 2
		SP:Iteration 27Q (162943.520000 sec): 3 clusters
  Score: Raw -1501561.663032 + Penalty 3063.429039 = -1498498.233993
  nChanged 1
		SP:Iteration 28Q (162943.740000 sec): 3 clusters
  Score: Raw -1501562.516517 + Penalty 3063.429039 = -1498499.087478
  nChanged 0
		SP:Iteration 29F (162943.980000 sec): 3 clusters
  Score: Raw -1501562.516517 + Penalty 3063.429039 = -1498499.087478
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 38 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162944.080000 sec): 2 clusters
  Score: Raw -55921.459347 + Penalty 1014.044825 = -54907.414523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162944.260000 sec): 3 clusters
  Score: Raw -55852.797277 + Penalty 2028.089650 = -53824.707627
  nChanged 114
		SP:Iteration 1F (162944.370000 sec): 3 clusters
  Score: Raw -55995.588159 + Penalty 2028.089650 = -53967.498509
  nChanged 25
		SP:Iteration 2Q (162944.560000 sec): 3 clusters
  Score: Raw -56043.914972 + Penalty 2028.089650 = -54015.825322
  nChanged 15
		SP:Iteration 3Q (162944.740000 sec): 3 clusters
  Score: Raw -56060.549568 + Penalty 2028.089650 = -54032.459918
  nChanged 7
		SP:Iteration 4Q (162944.900000 sec): 3 clusters
  Score: Raw -56070.481921 + Penalty 2028.089650 = -54042.392272
  nChanged 6
		SP:Iteration 5Q (162945.050000 sec): 3 clusters
  Score: Raw -56079.326853 + Penalty 2028.089650 = -54051.237203
  nChanged 3
		SP:Iteration 6Q (162945.220000 sec): 3 clusters
  Score: Raw -56083.071975 + Penalty 2028.089650 = -54054.982326
  nChanged 2
		SP:Iteration 7Q (162945.440000 sec): 3 clusters
  Score: Raw -56086.479076 + Penalty 2028.089650 = -54058.389426
  nChanged 1
		SP:Iteration 8Q (162945.570000 sec): 3 clusters
  Score: Raw -56088.245941 + Penalty 2028.089650 = -54060.156292
  nChanged 3
		SP:Iteration 9Q (162945.770000 sec): 3 clusters
  Score: Raw -56091.820119 + Penalty 2028.089650 = -54063.730470
  nChanged 0
		SP:Iteration 10F (162945.910000 sec): 3 clusters
  Score: Raw -56091.820119 + Penalty 2028.089650 = -54063.730470
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 39 (11059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162946.070000 sec): 2 clusters
  Score: Raw -1175326.844988 + Penalty 1513.037476 = -1173813.807511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162946.260000 sec): 3 clusters
  Score: Raw -1169087.814798 + Penalty 3026.074953 = -1166061.739845
  nChanged 4784
		SP:Iteration 1F (162946.500000 sec): 3 clusters
  Score: Raw -1171596.865809 + Penalty 3026.074953 = -1168570.790856
  nChanged 593
		SP:Iteration 2F (162946.690000 sec): 3 clusters
  Score: Raw -1171847.266988 + Penalty 3026.074953 = -1168821.192035
  nChanged 569
		SP:Iteration 3F (162946.940000 sec): 3 clusters
  Score: Raw -1172107.537440 + Penalty 3026.074953 = -1169081.462487
  nChanged 542
		SP:Iteration 4Q (162947.160000 sec): 3 clusters
  Score: Raw -1172435.153266 + Penalty 3026.074953 = -1169409.078313
  nChanged 641
		SP:Iteration 5F (162947.390000 sec): 3 clusters
  Score: Raw -1172904.084627 + Penalty 3026.074953 = -1169878.009674
  nChanged 720
		SP:Iteration 6F (162947.610000 sec): 3 clusters
  Score: Raw -1173440.902259 + Penalty 3026.074953 = -1170414.827306
  nChanged 767
		SP:Iteration 7F (162947.830000 sec): 3 clusters
  Score: Raw -1174050.838368 + Penalty 3026.074953 = -1171024.763415
  nChanged 772
		SP:Iteration 8F (162948.030000 sec): 3 clusters
  Score: Raw -1174702.516024 + Penalty 3026.074953 = -1171676.441071
  nChanged 638
		SP:Iteration 9F (162948.220000 sec): 3 clusters
  Score: Raw -1175116.874262 + Penalty 3026.074953 = -1172090.799309
  nChanged 485
		SP:Iteration 10Q (162948.470000 sec): 3 clusters
  Score: Raw -1175384.760382 + Penalty 3026.074953 = -1172358.685429
  nChanged 341
		SP:Iteration 11Q (162948.680000 sec): 3 clusters
  Score: Raw -1175537.632814 + Penalty 3026.074953 = -1172511.557861
  nChanged 232
		SP:Iteration 12Q (162948.920000 sec): 3 clusters
  Score: Raw -1175625.025416 + Penalty 3026.074953 = -1172598.950463
  nChanged 194
		SP:Iteration 13Q (162949.120000 sec): 3 clusters
  Score: Raw -1175692.130509 + Penalty 3026.074953 = -1172666.055556
  nChanged 155
		SP:Iteration 14Q (162949.340000 sec): 3 clusters
  Score: Raw -1175731.379109 + Penalty 3026.074953 = -1172705.304156
  nChanged 104
		SP:Iteration 15Q (162949.610000 sec): 3 clusters
  Score: Raw -1175755.001839 + Penalty 3026.074953 = -1172728.926886
  nChanged 89
		SP:Iteration 16Q (162949.820000 sec): 3 clusters
  Score: Raw -1175774.024996 + Penalty 3026.074953 = -1172747.950043
  nChanged 83
		SP:Iteration 17Q (162950.040000 sec): 3 clusters
  Score: Raw -1175789.504867 + Penalty 3026.074953 = -1172763.429914
  nChanged 66
		SP:Iteration 18Q (162950.280000 sec): 3 clusters
  Score: Raw -1175801.985803 + Penalty 3026.074953 = -1172775.910850
  nChanged 67
		SP:Iteration 19Q (162950.540000 sec): 3 clusters
  Score: Raw -1175813.158764 + Penalty 3026.074953 = -1172787.083811
  nChanged 45
		SP:Iteration 20F (162950.720000 sec): 3 clusters
  Score: Raw -1175822.388387 + Penalty 3026.074953 = -1172796.313434
  nChanged 39
		SP:Iteration 21Q (162950.940000 sec): 3 clusters
  Score: Raw -1175829.687968 + Penalty 3026.074953 = -1172803.613015
  nChanged 40
		SP:Iteration 22Q (162951.180000 sec): 3 clusters
  Score: Raw -1175835.982568 + Penalty 3026.074953 = -1172809.907615
  nChanged 37
		SP:Iteration 23Q (162951.400000 sec): 3 clusters
  Score: Raw -1175842.269246 + Penalty 3026.074953 = -1172816.194293
  nChanged 34
		SP:Iteration 24Q (162951.630000 sec): 3 clusters
  Score: Raw -1175847.279289 + Penalty 3026.074953 = -1172821.204336
  nChanged 21
		SP:Iteration 25Q (162951.850000 sec): 3 clusters
  Score: Raw -1175849.466760 + Penalty 3026.074953 = -1172823.391807
  nChanged 18
		SP:Iteration 26Q (162952.060000 sec): 3 clusters
  Score: Raw -1175851.560150 + Penalty 3026.074953 = -1172825.485197
  nChanged 11
		SP:Iteration 27Q (162952.320000 sec): 3 clusters
  Score: Raw -1175852.804485 + Penalty 3026.074953 = -1172826.729532
  nChanged 7
		SP:Iteration 28Q (162952.540000 sec): 3 clusters
  Score: Raw -1175853.508422 + Penalty 3026.074953 = -1172827.433469
  nChanged 6
		SP:Iteration 29Q (162952.770000 sec): 3 clusters
  Score: Raw -1175854.082863 + Penalty 3026.074953 = -1172828.007910
  nChanged 7
		SP:Iteration 30Q (162952.960000 sec): 3 clusters
  Score: Raw -1175854.908624 + Penalty 3026.074953 = -1172828.833672
  nChanged 7
		SP:Iteration 31Q (162953.200000 sec): 3 clusters
  Score: Raw -1175855.580002 + Penalty 3026.074953 = -1172829.505049
  nChanged 11
		SP:Iteration 32Q (162953.420000 sec): 3 clusters
  Score: Raw -1175856.612988 + Penalty 3026.074953 = -1172830.538035
  nChanged 9
		SP:Iteration 33Q (162953.640000 sec): 3 clusters
  Score: Raw -1175857.487069 + Penalty 3026.074953 = -1172831.412116
  nChanged 8
		SP:Iteration 34Q (162953.830000 sec): 3 clusters
  Score: Raw -1175858.697692 + Penalty 3026.074953 = -1172832.622739
  nChanged 12
		SP:Iteration 35Q (162954.080000 sec): 3 clusters
  Score: Raw -1175859.662336 + Penalty 3026.074953 = -1172833.587383
  nChanged 10
		SP:Iteration 36Q (162954.280000 sec): 3 clusters
  Score: Raw -1175860.347383 + Penalty 3026.074953 = -1172834.272430
  nChanged 5
		SP:Iteration 37Q (162954.530000 sec): 3 clusters
  Score: Raw -1175860.652355 + Penalty 3026.074953 = -1172834.577402
  nChanged 5
		SP:Iteration 38Q (162954.740000 sec): 3 clusters
  Score: Raw -1175861.245269 + Penalty 3026.074953 = -1172835.170316
  nChanged 7
		SP:Iteration 39Q (162954.990000 sec): 3 clusters
  Score: Raw -1175861.841183 + Penalty 3026.074953 = -1172835.766230
  nChanged 5
		SP:Iteration 40F (162955.190000 sec): 3 clusters
  Score: Raw -1175862.203904 + Penalty 3026.074953 = -1172836.128952
  nChanged 5
		SP:Iteration 41Q (162955.400000 sec): 3 clusters
  Score: Raw -1175862.617158 + Penalty 3026.074953 = -1172836.542205
  nChanged 10
		SP:Iteration 42Q (162955.600000 sec): 3 clusters
  Score: Raw -1175863.489499 + Penalty 3026.074953 = -1172837.414546
  nChanged 10
		SP:Iteration 43Q (162955.850000 sec): 3 clusters
  Score: Raw -1175864.545406 + Penalty 3026.074953 = -1172838.470453
  nChanged 8
		SP:Iteration 44Q (162956.060000 sec): 3 clusters
  Score: Raw -1175865.330348 + Penalty 3026.074953 = -1172839.255395
  nChanged 6
		SP:Iteration 45Q (162956.270000 sec): 3 clusters
  Score: Raw -1175865.845107 + Penalty 3026.074953 = -1172839.770154
  nChanged 4
		SP:Iteration 46Q (162956.510000 sec): 3 clusters
  Score: Raw -1175866.081169 + Penalty 3026.074953 = -1172840.006216
  nChanged 1
		SP:Iteration 47Q (162956.730000 sec): 3 clusters
  Score: Raw -1175866.136841 + Penalty 3026.074953 = -1172840.061888
  nChanged 1
		SP:Iteration 48Q (162956.980000 sec): 3 clusters
  Score: Raw -1175866.193392 + Penalty 3026.074953 = -1172840.118440
  nChanged 0
		SP:Iteration 49F (162957.190000 sec): 3 clusters
  Score: Raw -1175866.193392 + Penalty 3026.074953 = -1172840.118440
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 40 (12987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162957.310000 sec): 2 clusters
  Score: Raw -1424917.200194 + Penalty 1539.151922 = -1423378.048272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162957.520000 sec): 3 clusters
  Score: Raw -1417309.351276 + Penalty 3078.303844 = -1414231.047432
  nChanged 5769
		SP:Iteration 1F (162957.770000 sec): 3 clusters
  Score: Raw -1420422.019209 + Penalty 3078.303844 = -1417343.715365
  nChanged 704
		SP:Iteration 2F (162957.960000 sec): 3 clusters
  Score: Raw -1420717.765926 + Penalty 3078.303844 = -1417639.462082
  nChanged 626
		SP:Iteration 3Q (162958.180000 sec): 3 clusters
  Score: Raw -1420958.871883 + Penalty 3078.303844 = -1417880.568039
  nChanged 583
		SP:Iteration 4Q (162958.450000 sec): 3 clusters
  Score: Raw -1421190.635192 + Penalty 3078.303844 = -1418112.331348
  nChanged 574
		SP:Iteration 5Q (162958.680000 sec): 3 clusters
  Score: Raw -1421432.177969 + Penalty 3078.303844 = -1418353.874124
  nChanged 583
		SP:Iteration 6Q (162958.900000 sec): 3 clusters
  Score: Raw -1421708.065401 + Penalty 3078.303844 = -1418629.761557
  nChanged 603
		SP:Iteration 7Q (162959.090000 sec): 3 clusters
  Score: Raw -1422011.521563 + Penalty 3078.303844 = -1418933.217718
  nChanged 622
		SP:Iteration 8Q (162959.340000 sec): 3 clusters
  Score: Raw -1422351.928532 + Penalty 3078.303844 = -1419273.624688
  nChanged 608
		SP:Iteration 9Q (162959.540000 sec): 3 clusters
  Score: Raw -1422741.902112 + Penalty 3078.303844 = -1419663.598268
  nChanged 551
		SP:Iteration 10Q (162959.780000 sec): 3 clusters
  Score: Raw -1423120.776254 + Penalty 3078.303844 = -1420042.472410
  nChanged 530
		SP:Iteration 11Q (162960.020000 sec): 3 clusters
  Score: Raw -1423513.406362 + Penalty 3078.303844 = -1420435.102517
  nChanged 477
		SP:Iteration 12Q (162960.220000 sec): 3 clusters
  Score: Raw -1423885.112356 + Penalty 3078.303844 = -1420806.808512
  nChanged 388
		SP:Iteration 13Q (162960.430000 sec): 3 clusters
  Score: Raw -1424170.814064 + Penalty 3078.303844 = -1421092.510220
  nChanged 290
		SP:Iteration 14Q (162960.700000 sec): 3 clusters
  Score: Raw -1424336.614251 + Penalty 3078.303844 = -1421258.310407
  nChanged 228
		SP:Iteration 15Q (162960.880000 sec): 3 clusters
  Score: Raw -1424462.851163 + Penalty 3078.303844 = -1421384.547318
  nChanged 186
		SP:Iteration 16Q (162961.110000 sec): 3 clusters
  Score: Raw -1424549.650890 + Penalty 3078.303844 = -1421471.347045
  nChanged 149
		SP:Iteration 17Q (162961.390000 sec): 3 clusters
  Score: Raw -1424616.368714 + Penalty 3078.303844 = -1421538.064870
  nChanged 126
		SP:Iteration 18Q (162961.610000 sec): 3 clusters
  Score: Raw -1424669.985505 + Penalty 3078.303844 = -1421591.681661
  nChanged 106
		SP:Iteration 19Q (162961.840000 sec): 3 clusters
  Score: Raw -1424715.619735 + Penalty 3078.303844 = -1421637.315891
  nChanged 97
		SP:Iteration 20F (162962.110000 sec): 3 clusters
  Score: Raw -1424759.876516 + Penalty 3078.303844 = -1421681.572672
  nChanged 97
		SP:Iteration 21Q (162962.320000 sec): 3 clusters
  Score: Raw -1424799.614697 + Penalty 3078.303844 = -1421721.310853
  nChanged 96
		SP:Iteration 22Q (162962.620000 sec): 3 clusters
  Score: Raw -1424835.681673 + Penalty 3078.303844 = -1421757.377828
  nChanged 77
		SP:Iteration 23Q (162962.830000 sec): 3 clusters
  Score: Raw -1424865.779713 + Penalty 3078.303844 = -1421787.475869
  nChanged 73
		SP:Iteration 24Q (162963.090000 sec): 3 clusters
  Score: Raw -1424890.089926 + Penalty 3078.303844 = -1421811.786081
  nChanged 61
		SP:Iteration 25Q (162963.320000 sec): 3 clusters
  Score: Raw -1424911.027628 + Penalty 3078.303844 = -1421832.723784
  nChanged 63
		SP:Iteration 26Q (162963.540000 sec): 3 clusters
  Score: Raw -1424933.143400 + Penalty 3078.303844 = -1421854.839556
  nChanged 53
		SP:Iteration 27Q (162963.770000 sec): 3 clusters
  Score: Raw -1424951.641456 + Penalty 3078.303844 = -1421873.337612
  nChanged 56
		SP:Iteration 28Q (162963.970000 sec): 3 clusters
  Score: Raw -1424973.135793 + Penalty 3078.303844 = -1421894.831949
  nChanged 63
		SP:Iteration 29Q (162964.220000 sec): 3 clusters
  Score: Raw -1424998.964787 + Penalty 3078.303844 = -1421920.660942
  nChanged 59
		SP:Iteration 30Q (162964.480000 sec): 3 clusters
  Score: Raw -1425020.612464 + Penalty 3078.303844 = -1421942.308620
  nChanged 57
		SP:Iteration 31Q (162964.690000 sec): 3 clusters
  Score: Raw -1425040.060172 + Penalty 3078.303844 = -1421961.756327
  nChanged 55
		SP:Iteration 32Q (162964.950000 sec): 3 clusters
  Score: Raw -1425059.990322 + Penalty 3078.303844 = -1421981.686478
  nChanged 39
		SP:Iteration 33Q (162965.170000 sec): 3 clusters
  Score: Raw -1425070.478198 + Penalty 3078.303844 = -1421992.174354
  nChanged 41
		SP:Iteration 34Q (162965.380000 sec): 3 clusters
  Score: Raw -1425082.466048 + Penalty 3078.303844 = -1422004.162204
  nChanged 35
		SP:Iteration 35Q (162965.630000 sec): 3 clusters
  Score: Raw -1425097.860103 + Penalty 3078.303844 = -1422019.556259
  nChanged 35
		SP:Iteration 36Q (162965.800000 sec): 3 clusters
  Score: Raw -1425108.504468 + Penalty 3078.303844 = -1422030.200624
  nChanged 26
		SP:Iteration 37Q (162966.040000 sec): 3 clusters
  Score: Raw -1425115.034531 + Penalty 3078.303844 = -1422036.730687
  nChanged 28
		SP:Iteration 38Q (162966.210000 sec): 3 clusters
  Score: Raw -1425122.412063 + Penalty 3078.303844 = -1422044.108218
  nChanged 22
		SP:Iteration 39Q (162966.460000 sec): 3 clusters
  Score: Raw -1425128.744039 + Penalty 3078.303844 = -1422050.440195
  nChanged 15
		SP:Iteration 40F (162966.690000 sec): 3 clusters
  Score: Raw -1425132.310065 + Penalty 3078.303844 = -1422054.006220
  nChanged 9
		SP:Iteration 41Q (162966.920000 sec): 3 clusters
  Score: Raw -1425134.650744 + Penalty 3078.303844 = -1422056.346900
  nChanged 10
		SP:Iteration 42Q (162967.150000 sec): 3 clusters
  Score: Raw -1425138.504816 + Penalty 3078.303844 = -1422060.200971
  nChanged 15
		SP:Iteration 43Q (162967.420000 sec): 3 clusters
  Score: Raw -1425142.050967 + Penalty 3078.303844 = -1422063.747122
  nChanged 10
		SP:Iteration 44Q (162967.630000 sec): 3 clusters
  Score: Raw -1425144.830619 + Penalty 3078.303844 = -1422066.526775
  nChanged 17
		SP:Iteration 45Q (162967.890000 sec): 3 clusters
  Score: Raw -1425149.249638 + Penalty 3078.303844 = -1422070.945793
  nChanged 15
		SP:Iteration 46Q (162968.110000 sec): 3 clusters
  Score: Raw -1425154.052016 + Penalty 3078.303844 = -1422075.748172
  nChanged 19
		SP:Iteration 47Q (162968.330000 sec): 3 clusters
  Score: Raw -1425159.620868 + Penalty 3078.303844 = -1422081.317024
  nChanged 20
		SP:Iteration 48Q (162968.590000 sec): 3 clusters
  Score: Raw -1425164.456514 + Penalty 3078.303844 = -1422086.152670
  nChanged 10
		SP:Iteration 49Q (162968.830000 sec): 3 clusters
  Score: Raw -1425167.035836 + Penalty 3078.303844 = -1422088.731991
  nChanged 8
		SP:Iteration 50Q (162969.070000 sec): 3 clusters
  Score: Raw -1425169.143770 + Penalty 3078.303844 = -1422090.839926
  nChanged 11
		SP:Iteration 51Q (162969.290000 sec): 3 clusters
  Score: Raw -1425171.320115 + Penalty 3078.303844 = -1422093.016271
  nChanged 8
		SP:Iteration 52Q (162969.550000 sec): 3 clusters
  Score: Raw -1425173.208755 + Penalty 3078.303844 = -1422094.904911
  nChanged 8
		SP:Iteration 53Q (162969.790000 sec): 3 clusters
  Score: Raw -1425174.864489 + Penalty 3078.303844 = -1422096.560645
  nChanged 3
		SP:Iteration 54Q (162970.010000 sec): 3 clusters
  Score: Raw -1425175.779745 + Penalty 3078.303844 = -1422097.475901
  nChanged 4
		SP:Iteration 55Q (162970.280000 sec): 3 clusters
  Score: Raw -1425176.520247 + Penalty 3078.303844 = -1422098.216403
  nChanged 4
		SP:Iteration 56Q (162970.460000 sec): 3 clusters
  Score: Raw -1425177.147264 + Penalty 3078.303844 = -1422098.843420
  nChanged 2
		SP:Iteration 57Q (162970.660000 sec): 3 clusters
  Score: Raw -1425177.602766 + Penalty 3078.303844 = -1422099.298922
  nChanged 2
		SP:Iteration 58Q (162970.850000 sec): 3 clusters
  Score: Raw -1425177.964390 + Penalty 3078.303844 = -1422099.660546
  nChanged 1
		SP:Iteration 59Q (162971.110000 sec): 3 clusters
  Score: Raw -1425178.133527 + Penalty 3078.303844 = -1422099.829683
  nChanged 0
		SP:Iteration 60F (162971.350000 sec): 3 clusters
  Score: Raw -1425178.133527 + Penalty 3078.303844 = -1422099.829683
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 41 (3710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162971.480000 sec): 2 clusters
  Score: Raw -406325.722026 + Penalty 1335.552913 = -404990.169113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162971.630000 sec): 3 clusters
  Score: Raw -404498.752802 + Penalty 2671.105826 = -401827.646977
  nChanged 1473
		SP:Iteration 1F (162971.820000 sec): 3 clusters
  Score: Raw -405246.120524 + Penalty 2671.105826 = -402575.014699
  nChanged 293
		SP:Iteration 2F (162972.030000 sec): 3 clusters
  Score: Raw -405416.186469 + Penalty 2671.105826 = -402745.080643
  nChanged 205
		SP:Iteration 3F (162972.220000 sec): 3 clusters
  Score: Raw -405526.569923 + Penalty 2671.105826 = -402855.464098
  nChanged 151
		SP:Iteration 4Q (162972.410000 sec): 3 clusters
  Score: Raw -405593.405916 + Penalty 2671.105826 = -402922.300091
  nChanged 106
		SP:Iteration 5Q (162972.580000 sec): 3 clusters
  Score: Raw -405640.396985 + Penalty 2671.105826 = -402969.291159
  nChanged 86
		SP:Iteration 6Q (162972.760000 sec): 3 clusters
  Score: Raw -405678.736610 + Penalty 2671.105826 = -403007.630784
  nChanged 80
		SP:Iteration 7Q (162972.940000 sec): 3 clusters
  Score: Raw -405708.454500 + Penalty 2671.105826 = -403037.348675
  nChanged 60
		SP:Iteration 8Q (162973.110000 sec): 3 clusters
  Score: Raw -405732.724713 + Penalty 2671.105826 = -403061.618888
  nChanged 46
		SP:Iteration 9Q (162973.270000 sec): 3 clusters
  Score: Raw -405751.306923 + Penalty 2671.105826 = -403080.201097
  nChanged 58
		SP:Iteration 10Q (162973.430000 sec): 3 clusters
  Score: Raw -405776.308082 + Penalty 2671.105826 = -403105.202257
  nChanged 69
		SP:Iteration 11Q (162973.610000 sec): 3 clusters
  Score: Raw -405803.921357 + Penalty 2671.105826 = -403132.815531
  nChanged 70
		SP:Iteration 12Q (162973.790000 sec): 3 clusters
  Score: Raw -405829.746958 + Penalty 2671.105826 = -403158.641132
  nChanged 61
		SP:Iteration 13Q (162973.990000 sec): 3 clusters
  Score: Raw -405858.202557 + Penalty 2671.105826 = -403187.096732
  nChanged 70
		SP:Iteration 14Q (162974.170000 sec): 3 clusters
  Score: Raw -405890.985114 + Penalty 2671.105826 = -403219.879289
  nChanged 69
		SP:Iteration 15Q (162974.380000 sec): 3 clusters
  Score: Raw -405922.957115 + Penalty 2671.105826 = -403251.851289
  nChanged 72
		SP:Iteration 16Q (162974.520000 sec): 3 clusters
  Score: Raw -405959.591001 + Penalty 2671.105826 = -403288.485175
  nChanged 78
		SP:Iteration 17Q (162974.740000 sec): 3 clusters
  Score: Raw -406009.773350 + Penalty 2671.105826 = -403338.667524
  nChanged 81
		SP:Iteration 18Q (162974.900000 sec): 3 clusters
  Score: Raw -406047.794899 + Penalty 2671.105826 = -403376.689074
  nChanged 63
		SP:Iteration 19Q (162975.120000 sec): 3 clusters
  Score: Raw -406079.270181 + Penalty 2671.105826 = -403408.164355
  nChanged 55
		SP:Iteration 20F (162975.290000 sec): 3 clusters
  Score: Raw -406102.684303 + Penalty 2671.105826 = -403431.578477
  nChanged 48
		SP:Iteration 21Q (162975.460000 sec): 3 clusters
  Score: Raw -406119.888309 + Penalty 2671.105826 = -403448.782483
  nChanged 35
		SP:Iteration 22Q (162975.640000 sec): 3 clusters
  Score: Raw -406133.292081 + Penalty 2671.105826 = -403462.186256
  nChanged 40
		SP:Iteration 23Q (162975.830000 sec): 3 clusters
  Score: Raw -406152.635260 + Penalty 2671.105826 = -403481.529435
  nChanged 37
		SP:Iteration 24Q (162976.000000 sec): 3 clusters
  Score: Raw -406173.690797 + Penalty 2671.105826 = -403502.584971
  nChanged 37
		SP:Iteration 25Q (162976.220000 sec): 3 clusters
  Score: Raw -406192.541613 + Penalty 2671.105826 = -403521.435787
  nChanged 42
		SP:Iteration 26Q (162976.400000 sec): 3 clusters
  Score: Raw -406209.617663 + Penalty 2671.105826 = -403538.511837
  nChanged 41
		SP:Iteration 27Q (162976.570000 sec): 3 clusters
  Score: Raw -406228.162386 + Penalty 2671.105826 = -403557.056560
  nChanged 45
		SP:Iteration 28Q (162976.760000 sec): 3 clusters
  Score: Raw -406246.182940 + Penalty 2671.105826 = -403575.077114
  nChanged 32
		SP:Iteration 29Q (162976.960000 sec): 3 clusters
  Score: Raw -406261.094457 + Penalty 2671.105826 = -403589.988631
  nChanged 27
		SP:Iteration 30Q (162977.140000 sec): 3 clusters
  Score: Raw -406274.837713 + Penalty 2671.105826 = -403603.731887
  nChanged 28
		SP:Iteration 31Q (162977.310000 sec): 3 clusters
  Score: Raw -406285.241620 + Penalty 2671.105826 = -403614.135794
  nChanged 27
		SP:Iteration 32Q (162977.510000 sec): 3 clusters
  Score: Raw -406294.751816 + Penalty 2671.105826 = -403623.645990
  nChanged 24
		SP:Iteration 33Q (162977.690000 sec): 3 clusters
  Score: Raw -406303.743160 + Penalty 2671.105826 = -403632.637334
  nChanged 15
		SP:Iteration 34Q (162977.870000 sec): 3 clusters
  Score: Raw -406308.742999 + Penalty 2671.105826 = -403637.637173
  nChanged 13
		SP:Iteration 35Q (162978.070000 sec): 3 clusters
  Score: Raw -406313.180929 + Penalty 2671.105826 = -403642.075103
  nChanged 20
		SP:Iteration 36Q (162978.240000 sec): 3 clusters
  Score: Raw -406321.273571 + Penalty 2671.105826 = -403650.167746
  nChanged 26
		SP:Iteration 37Q (162978.430000 sec): 3 clusters
  Score: Raw -406337.914949 + Penalty 2671.105826 = -403666.809123
  nChanged 35
		SP:Iteration 38Q (162978.610000 sec): 3 clusters
  Score: Raw -406355.139474 + Penalty 2671.105826 = -403684.033648
  nChanged 31
		SP:Iteration 39Q (162978.790000 sec): 3 clusters
  Score: Raw -406374.098350 + Penalty 2671.105826 = -403702.992524
  nChanged 34
		SP:Iteration 40F (162978.950000 sec): 3 clusters
  Score: Raw -406392.195810 + Penalty 2671.105826 = -403721.089984
  nChanged 26
		SP:Iteration 41Q (162979.110000 sec): 3 clusters
  Score: Raw -406403.627310 + Penalty 2671.105826 = -403732.521484
  nChanged 16
		SP:Iteration 42Q (162979.270000 sec): 3 clusters
  Score: Raw -406409.343857 + Penalty 2671.105826 = -403738.238031
  nChanged 14
		SP:Iteration 43Q (162979.460000 sec): 3 clusters
  Score: Raw -406415.121322 + Penalty 2671.105826 = -403744.015496
  nChanged 14
		SP:Iteration 44Q (162979.620000 sec): 3 clusters
  Score: Raw -406421.850128 + Penalty 2671.105826 = -403750.744302
  nChanged 11
		SP:Iteration 45Q (162979.790000 sec): 3 clusters
  Score: Raw -406427.265535 + Penalty 2671.105826 = -403756.159709
  nChanged 12
		SP:Iteration 46Q (162980.000000 sec): 3 clusters
  Score: Raw -406431.425957 + Penalty 2671.105826 = -403760.320131
  nChanged 13
		SP:Iteration 47Q (162980.220000 sec): 3 clusters
  Score: Raw -406438.189374 + Penalty 2671.105826 = -403767.083548
  nChanged 13
		SP:Iteration 48Q (162980.410000 sec): 3 clusters
  Score: Raw -406443.335173 + Penalty 2671.105826 = -403772.229348
  nChanged 15
		SP:Iteration 49Q (162980.560000 sec): 3 clusters
  Score: Raw -406450.586029 + Penalty 2671.105826 = -403779.480204
  nChanged 9
		SP:Iteration 50Q (162980.750000 sec): 3 clusters
  Score: Raw -406454.107232 + Penalty 2671.105826 = -403783.001407
  nChanged 8
		SP:Iteration 51Q (162980.950000 sec): 3 clusters
  Score: Raw -406456.742076 + Penalty 2671.105826 = -403785.636250
  nChanged 2
		SP:Iteration 52Q (162981.150000 sec): 3 clusters
  Score: Raw -406457.130774 + Penalty 2671.105826 = -403786.024948
  nChanged 1
		SP:Iteration 53Q (162981.300000 sec): 3 clusters
  Score: Raw -406457.643646 + Penalty 2671.105826 = -403786.537820
  nChanged 0
		SP:Iteration 54F (162981.470000 sec): 3 clusters
  Score: Raw -406457.643646 + Penalty 2671.105826 = -403786.537820
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 42 (4433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162981.560000 sec): 2 clusters
  Score: Raw -471567.073828 + Penalty 1364.485173 = -470202.588655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162981.770000 sec): 3 clusters
  Score: Raw -469274.533479 + Penalty 2728.970346 = -466545.563133
  nChanged 1770
		SP:Iteration 1F (162981.950000 sec): 3 clusters
  Score: Raw -470232.609356 + Penalty 2728.970346 = -467503.639010
  nChanged 334
		SP:Iteration 2F (162982.130000 sec): 3 clusters
  Score: Raw -470427.617282 + Penalty 2728.970346 = -467698.646935
  nChanged 250
		SP:Iteration 3F (162982.330000 sec): 3 clusters
  Score: Raw -470564.029130 + Penalty 2728.970346 = -467835.058783
  nChanged 190
		SP:Iteration 4Q (162982.540000 sec): 3 clusters
  Score: Raw -470652.814514 + Penalty 2728.970346 = -467923.844168
  nChanged 134
		SP:Iteration 5Q (162982.710000 sec): 3 clusters
  Score: Raw -470714.535775 + Penalty 2728.970346 = -467985.565428
  nChanged 115
		SP:Iteration 6Q (162982.910000 sec): 3 clusters
  Score: Raw -470768.774363 + Penalty 2728.970346 = -468039.804016
  nChanged 122
		SP:Iteration 7Q (162983.080000 sec): 3 clusters
  Score: Raw -470836.169051 + Penalty 2728.970346 = -468107.198705
  nChanged 131
		SP:Iteration 8Q (162983.230000 sec): 3 clusters
  Score: Raw -470908.171729 + Penalty 2728.970346 = -468179.201382
  nChanged 129
		SP:Iteration 9Q (162983.450000 sec): 3 clusters
  Score: Raw -470974.069517 + Penalty 2728.970346 = -468245.099171
  nChanged 118
		SP:Iteration 10Q (162983.590000 sec): 3 clusters
  Score: Raw -471031.293825 + Penalty 2728.970346 = -468302.323479
  nChanged 111
		SP:Iteration 11Q (162983.790000 sec): 3 clusters
  Score: Raw -471089.653661 + Penalty 2728.970346 = -468360.683315
  nChanged 107
		SP:Iteration 12Q (162984.000000 sec): 3 clusters
  Score: Raw -471139.058246 + Penalty 2728.970346 = -468410.087900
  nChanged 105
		SP:Iteration 13Q (162984.180000 sec): 3 clusters
  Score: Raw -471191.688112 + Penalty 2728.970346 = -468462.717766
  nChanged 110
		SP:Iteration 14Q (162984.360000 sec): 3 clusters
  Score: Raw -471256.798442 + Penalty 2728.970346 = -468527.828096
  nChanged 124
		SP:Iteration 15Q (162984.500000 sec): 3 clusters
  Score: Raw -471334.006542 + Penalty 2728.970346 = -468605.036196
  nChanged 123
		SP:Iteration 16Q (162984.670000 sec): 3 clusters
  Score: Raw -471421.719175 + Penalty 2728.970346 = -468692.748829
  nChanged 117
		SP:Iteration 17Q (162984.880000 sec): 3 clusters
  Score: Raw -471518.753398 + Penalty 2728.970346 = -468789.783052
  nChanged 133
		SP:Iteration 18Q (162985.100000 sec): 3 clusters
  Score: Raw -471640.164375 + Penalty 2728.970346 = -468911.194028
  nChanged 104
		SP:Iteration 19Q (162985.240000 sec): 3 clusters
  Score: Raw -471721.293774 + Penalty 2728.970346 = -468992.323428
  nChanged 87
		SP:Iteration 20F (162985.410000 sec): 3 clusters
  Score: Raw -471802.524143 + Penalty 2728.970346 = -469073.553797
  nChanged 71
		SP:Iteration 21Q (162985.620000 sec): 3 clusters
  Score: Raw -471885.609880 + Penalty 2728.970346 = -469156.639534
  nChanged 47
		SP:Iteration 22Q (162985.780000 sec): 3 clusters
  Score: Raw -471930.377728 + Penalty 2728.970346 = -469201.407382
  nChanged 38
		SP:Iteration 23Q (162986.030000 sec): 3 clusters
  Score: Raw -471963.216611 + Penalty 2728.970346 = -469234.246265
  nChanged 23
		SP:Iteration 24Q (162986.170000 sec): 3 clusters
  Score: Raw -471981.746282 + Penalty 2728.970346 = -469252.775936
  nChanged 13
		SP:Iteration 25Q (162986.420000 sec): 3 clusters
  Score: Raw -471992.113643 + Penalty 2728.970346 = -469263.143296
  nChanged 9
		SP:Iteration 26Q (162986.610000 sec): 3 clusters
  Score: Raw -471997.923186 + Penalty 2728.970346 = -469268.952839
  nChanged 5
		SP:Iteration 27Q (162986.800000 sec): 3 clusters
  Score: Raw -472000.726221 + Penalty 2728.970346 = -469271.755875
  nChanged 5
		SP:Iteration 28Q (162986.990000 sec): 3 clusters
  Score: Raw -472004.221240 + Penalty 2728.970346 = -469275.250894
  nChanged 4
		SP:Iteration 29Q (162987.150000 sec): 3 clusters
  Score: Raw -472006.558823 + Penalty 2728.970346 = -469277.588476
  nChanged 4
		SP:Iteration 30Q (162987.330000 sec): 3 clusters
  Score: Raw -472007.932173 + Penalty 2728.970346 = -469278.961827
  nChanged 0
		SP:Iteration 31F (162987.500000 sec): 3 clusters
  Score: Raw -472007.932173 + Penalty 2728.970346 = -469278.961827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 43 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162987.590000 sec): 2 clusters
  Score: Raw -246617.988535 + Penalty 1274.434115 = -245343.554421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162987.810000 sec): 3 clusters
  Score: Raw -245569.301998 + Penalty 2548.868229 = -243020.433769
  nChanged 940
		SP:Iteration 1F (162987.970000 sec): 3 clusters
  Score: Raw -246197.248947 + Penalty 2548.868229 = -243648.380717
  nChanged 224
		SP:Iteration 2F (162988.160000 sec): 3 clusters
  Score: Raw -246392.075285 + Penalty 2548.868229 = -243843.207055
  nChanged 153
		SP:Iteration 3F (162988.320000 sec): 3 clusters
  Score: Raw -246519.679304 + Penalty 2548.868229 = -243970.811074
  nChanged 126
		SP:Iteration 4Q (162988.490000 sec): 3 clusters
  Score: Raw -246603.797296 + Penalty 2548.868229 = -244054.929067
  nChanged 85
		SP:Iteration 5Q (162988.690000 sec): 3 clusters
  Score: Raw -246662.199769 + Penalty 2548.868229 = -244113.331540
  nChanged 73
		SP:Iteration 6Q (162988.840000 sec): 3 clusters
  Score: Raw -246713.030863 + Penalty 2548.868229 = -244164.162634
  nChanged 65
		SP:Iteration 7Q (162989.020000 sec): 3 clusters
  Score: Raw -246770.627252 + Penalty 2548.868229 = -244221.759023
  nChanged 71
		SP:Iteration 8Q (162989.210000 sec): 3 clusters
  Score: Raw -246810.375692 + Penalty 2548.868229 = -244261.507463
  nChanged 44
		SP:Iteration 9Q (162989.390000 sec): 3 clusters
  Score: Raw -246830.532698 + Penalty 2548.868229 = -244281.664469
  nChanged 28
		SP:Iteration 10Q (162989.570000 sec): 3 clusters
  Score: Raw -246846.028089 + Penalty 2548.868229 = -244297.159859
  nChanged 28
		SP:Iteration 11Q (162989.750000 sec): 3 clusters
  Score: Raw -246863.914726 + Penalty 2548.868229 = -244315.046497
  nChanged 29
		SP:Iteration 12Q (162989.940000 sec): 3 clusters
  Score: Raw -246880.330786 + Penalty 2548.868229 = -244331.462556
  nChanged 28
		SP:Iteration 13Q (162990.120000 sec): 3 clusters
  Score: Raw -246894.808326 + Penalty 2548.868229 = -244345.940097
  nChanged 28
		SP:Iteration 14Q (162990.290000 sec): 3 clusters
  Score: Raw -246908.866997 + Penalty 2548.868229 = -244359.998768
  nChanged 20
		SP:Iteration 15Q (162990.460000 sec): 3 clusters
  Score: Raw -246919.047226 + Penalty 2548.868229 = -244370.178997
  nChanged 15
		SP:Iteration 16Q (162990.660000 sec): 3 clusters
  Score: Raw -246924.750758 + Penalty 2548.868229 = -244375.882529
  nChanged 12
		SP:Iteration 17Q (162990.810000 sec): 3 clusters
  Score: Raw -246928.932270 + Penalty 2548.868229 = -244380.064041
  nChanged 11
		SP:Iteration 18Q (162991.010000 sec): 3 clusters
  Score: Raw -246933.488436 + Penalty 2548.868229 = -244384.620207
  nChanged 10
		SP:Iteration 19Q (162991.220000 sec): 3 clusters
  Score: Raw -246937.909005 + Penalty 2548.868229 = -244389.040776
  nChanged 8
		SP:Iteration 20F (162991.370000 sec): 3 clusters
  Score: Raw -246940.785327 + Penalty 2548.868229 = -244391.917098
  nChanged 7
		SP:Iteration 21Q (162991.560000 sec): 3 clusters
  Score: Raw -246943.089773 + Penalty 2548.868229 = -244394.221544
  nChanged 6
		SP:Iteration 22Q (162991.750000 sec): 3 clusters
  Score: Raw -246945.271109 + Penalty 2548.868229 = -244396.402880
  nChanged 12
		SP:Iteration 23Q (162991.930000 sec): 3 clusters
  Score: Raw -246950.739592 + Penalty 2548.868229 = -244401.871362
  nChanged 16
		SP:Iteration 24Q (162992.100000 sec): 3 clusters
  Score: Raw -246959.134249 + Penalty 2548.868229 = -244410.266020
  nChanged 18
		SP:Iteration 25Q (162992.280000 sec): 3 clusters
  Score: Raw -246966.041474 + Penalty 2548.868229 = -244417.173245
  nChanged 9
		SP:Iteration 26Q (162992.500000 sec): 3 clusters
  Score: Raw -246969.874406 + Penalty 2548.868229 = -244421.006176
  nChanged 10
		SP:Iteration 27Q (162992.660000 sec): 3 clusters
  Score: Raw -246976.281437 + Penalty 2548.868229 = -244427.413208
  nChanged 5
		SP:Iteration 28Q (162992.890000 sec): 3 clusters
  Score: Raw -246978.610173 + Penalty 2548.868229 = -244429.741944
  nChanged 3
		SP:Iteration 29Q (162993.060000 sec): 3 clusters
  Score: Raw -246979.586047 + Penalty 2548.868229 = -244430.717818
  nChanged 1
		SP:Iteration 30Q (162993.210000 sec): 3 clusters
  Score: Raw -246980.323241 + Penalty 2548.868229 = -244431.455012
  nChanged 2
		SP:Iteration 31Q (162993.410000 sec): 3 clusters
  Score: Raw -246981.149704 + Penalty 2548.868229 = -244432.281475
  nChanged 4
		SP:Iteration 32Q (162993.600000 sec): 3 clusters
  Score: Raw -246983.365502 + Penalty 2548.868229 = -244434.497272
  nChanged 5
		SP:Iteration 33Q (162993.750000 sec): 3 clusters
  Score: Raw -246985.607708 + Penalty 2548.868229 = -244436.739479
  nChanged 6
		SP:Iteration 34Q (162993.950000 sec): 3 clusters
  Score: Raw -246988.450035 + Penalty 2548.868229 = -244439.581806
  nChanged 6
		SP:Iteration 35Q (162994.100000 sec): 3 clusters
  Score: Raw -246990.228751 + Penalty 2548.868229 = -244441.360521
  nChanged 3
		SP:Iteration 36Q (162994.250000 sec): 3 clusters
  Score: Raw -246991.010432 + Penalty 2548.868229 = -244442.142203
  nChanged 2
		SP:Iteration 37Q (162994.370000 sec): 3 clusters
  Score: Raw -246992.390723 + Penalty 2548.868229 = -244443.522494
  nChanged 4
		SP:Iteration 38Q (162994.590000 sec): 3 clusters
  Score: Raw -246995.101937 + Penalty 2548.868229 = -244446.233707
  nChanged 5
		SP:Iteration 39Q (162994.730000 sec): 3 clusters
  Score: Raw -246997.202603 + Penalty 2548.868229 = -244448.334374
  nChanged 5
		SP:Iteration 40F (162994.880000 sec): 3 clusters
  Score: Raw -246999.736237 + Penalty 2548.868229 = -244450.868007
  nChanged 3
		SP:Iteration 41Q (162995.080000 sec): 3 clusters
  Score: Raw -247001.473256 + Penalty 2548.868229 = -244452.605027
  nChanged 2
		SP:Iteration 42Q (162995.200000 sec): 3 clusters
  Score: Raw -247002.366232 + Penalty 2548.868229 = -244453.498003
  nChanged 1
		SP:Iteration 43Q (162995.400000 sec): 3 clusters
  Score: Raw -247002.517920 + Penalty 2548.868229 = -244453.649691
  nChanged 1
		SP:Iteration 44Q (162995.550000 sec): 3 clusters
  Score: Raw -247002.931096 + Penalty 2548.868229 = -244454.062867
  nChanged 1
		SP:Iteration 45Q (162995.730000 sec): 3 clusters
  Score: Raw -247003.269645 + Penalty 2548.868229 = -244454.401416
  nChanged 0
		SP:Iteration 46F (162995.940000 sec): 3 clusters
  Score: Raw -247003.269645 + Penalty 2548.868229 = -244454.401416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 44 (8037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (162996.030000 sec): 2 clusters
  Score: Raw -834475.643339 + Penalty 1461.169313 = -833014.474026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (162996.250000 sec): 3 clusters
  Score: Raw -830086.217732 + Penalty 2922.338626 = -827163.879106
  nChanged 3421
		SP:Iteration 1F (162996.420000 sec): 3 clusters
  Score: Raw -832185.481613 + Penalty 2922.338626 = -829263.142986
  nChanged 598
		SP:Iteration 2F (162996.610000 sec): 3 clusters
  Score: Raw -832505.844909 + Penalty 2922.338626 = -829583.506283
  nChanged 465
		SP:Iteration 3F (162996.800000 sec): 3 clusters
  Score: Raw -832749.653581 + Penalty 2922.338626 = -829827.314955
  nChanged 375
		SP:Iteration 4Q (162997.010000 sec): 3 clusters
  Score: Raw -832934.198403 + Penalty 2922.338626 = -830011.859777
  nChanged 316
		SP:Iteration 5Q (162997.220000 sec): 3 clusters
  Score: Raw -833067.399023 + Penalty 2922.338626 = -830145.060396
  nChanged 277
		SP:Iteration 6Q (162997.420000 sec): 3 clusters
  Score: Raw -833187.811900 + Penalty 2922.338626 = -830265.473273
  nChanged 254
		SP:Iteration 7Q (162997.590000 sec): 3 clusters
  Score: Raw -833284.939747 + Penalty 2922.338626 = -830362.601120
  nChanged 222
		SP:Iteration 8Q (162997.720000 sec): 3 clusters
  Score: Raw -833364.278653 + Penalty 2922.338626 = -830441.940026
  nChanged 187
		SP:Iteration 9Q (162997.930000 sec): 3 clusters
  Score: Raw -833429.541455 + Penalty 2922.338626 = -830507.202829
  nChanged 162
		SP:Iteration 10Q (162998.090000 sec): 3 clusters
  Score: Raw -833484.820478 + Penalty 2922.338626 = -830562.481851
  nChanged 141
		SP:Iteration 11Q (162998.300000 sec): 3 clusters
  Score: Raw -833527.964467 + Penalty 2922.338626 = -830605.625841
  nChanged 130
		SP:Iteration 12Q (162998.490000 sec): 3 clusters
  Score: Raw -833564.393260 + Penalty 2922.338626 = -830642.054634
  nChanged 126
		SP:Iteration 13Q (162998.700000 sec): 3 clusters
  Score: Raw -833595.405874 + Penalty 2922.338626 = -830673.067247
  nChanged 100
		SP:Iteration 14Q (162998.910000 sec): 3 clusters
  Score: Raw -833619.865209 + Penalty 2922.338626 = -830697.526582
  nChanged 87
		SP:Iteration 15Q (162999.160000 sec): 3 clusters
  Score: Raw -833640.154583 + Penalty 2922.338626 = -830717.815957
  nChanged 78
		SP:Iteration 16Q (162999.370000 sec): 3 clusters
  Score: Raw -833658.355623 + Penalty 2922.338626 = -830736.016996
  nChanged 62
		SP:Iteration 17Q (162999.510000 sec): 3 clusters
  Score: Raw -833671.953485 + Penalty 2922.338626 = -830749.614858
  nChanged 74
		SP:Iteration 18Q (162999.740000 sec): 3 clusters
  Score: Raw -833688.325984 + Penalty 2922.338626 = -830765.987357
  nChanged 66
		SP:Iteration 19Q (162999.940000 sec): 3 clusters
  Score: Raw -833703.725822 + Penalty 2922.338626 = -830781.387196
  nChanged 67
		SP:Iteration 20F (163000.150000 sec): 3 clusters
  Score: Raw -833720.855306 + Penalty 2922.338626 = -830798.516679
  nChanged 72
		SP:Iteration 21Q (163000.370000 sec): 3 clusters
  Score: Raw -833737.985134 + Penalty 2922.338626 = -830815.646507
  nChanged 65
		SP:Iteration 22Q (163000.500000 sec): 3 clusters
  Score: Raw -833753.478350 + Penalty 2922.338626 = -830831.139724
  nChanged 65
		SP:Iteration 23Q (163000.710000 sec): 3 clusters
  Score: Raw -833767.115881 + Penalty 2922.338626 = -830844.777255
  nChanged 60
		SP:Iteration 24Q (163000.920000 sec): 3 clusters
  Score: Raw -833780.974739 + Penalty 2922.338626 = -830858.636113
  nChanged 61
		SP:Iteration 25Q (163001.140000 sec): 3 clusters
  Score: Raw -833794.605849 + Penalty 2922.338626 = -830872.267223
  nChanged 60
		SP:Iteration 26Q (163001.340000 sec): 3 clusters
  Score: Raw -833806.830968 + Penalty 2922.338626 = -830884.492342
  nChanged 53
		SP:Iteration 27Q (163001.540000 sec): 3 clusters
  Score: Raw -833819.153481 + Penalty 2922.338626 = -830896.814854
  nChanged 55
		SP:Iteration 28Q (163001.760000 sec): 3 clusters
  Score: Raw -833830.461373 + Penalty 2922.338626 = -830908.122747
  nChanged 54
		SP:Iteration 29Q (163001.950000 sec): 3 clusters
  Score: Raw -833841.358535 + Penalty 2922.338626 = -830919.019909
  nChanged 50
		SP:Iteration 30Q (163002.190000 sec): 3 clusters
  Score: Raw -833853.305475 + Penalty 2922.338626 = -830930.966849
  nChanged 63
		SP:Iteration 31Q (163002.370000 sec): 3 clusters
  Score: Raw -833868.264256 + Penalty 2922.338626 = -830945.925630
  nChanged 52
		SP:Iteration 32Q (163002.550000 sec): 3 clusters
  Score: Raw -833883.077661 + Penalty 2922.338626 = -830960.739035
  nChanged 68
		SP:Iteration 33Q (163002.730000 sec): 3 clusters
  Score: Raw -833902.110836 + Penalty 2922.338626 = -830979.772210
  nChanged 60
		SP:Iteration 34Q (163002.940000 sec): 3 clusters
  Score: Raw -833919.409150 + Penalty 2922.338626 = -830997.070523
  nChanged 55
		SP:Iteration 35Q (163003.180000 sec): 3 clusters
  Score: Raw -833936.258084 + Penalty 2922.338626 = -831013.919458
  nChanged 70
		SP:Iteration 36Q (163003.370000 sec): 3 clusters
  Score: Raw -833955.358519 + Penalty 2922.338626 = -831033.019892
  nChanged 62
		SP:Iteration 37Q (163003.580000 sec): 3 clusters
  Score: Raw -833974.964698 + Penalty 2922.338626 = -831052.626072
  nChanged 63
		SP:Iteration 38Q (163003.780000 sec): 3 clusters
  Score: Raw -833993.103055 + Penalty 2922.338626 = -831070.764428
  nChanged 77
		SP:Iteration 39Q (163003.980000 sec): 3 clusters
  Score: Raw -834015.944264 + Penalty 2922.338626 = -831093.605638
  nChanged 75
		SP:Iteration 40F (163004.200000 sec): 3 clusters
  Score: Raw -834038.612594 + Penalty 2922.338626 = -831116.273967
  nChanged 73
		SP:Iteration 41Q (163004.400000 sec): 3 clusters
  Score: Raw -834058.340602 + Penalty 2922.338626 = -831136.001976
  nChanged 54
		SP:Iteration 42Q (163004.630000 sec): 3 clusters
  Score: Raw -834075.240135 + Penalty 2922.338626 = -831152.901509
  nChanged 61
		SP:Iteration 43Q (163004.800000 sec): 3 clusters
  Score: Raw -834091.690037 + Penalty 2922.338626 = -831169.351410
  nChanged 52
		SP:Iteration 44Q (163004.980000 sec): 3 clusters
  Score: Raw -834106.394719 + Penalty 2922.338626 = -831184.056093
  nChanged 51
		SP:Iteration 45Q (163005.200000 sec): 3 clusters
  Score: Raw -834118.604429 + Penalty 2922.338626 = -831196.265803
  nChanged 50
		SP:Iteration 46Q (163005.450000 sec): 3 clusters
  Score: Raw -834132.272739 + Penalty 2922.338626 = -831209.934113
  nChanged 54
		SP:Iteration 47Q (163005.660000 sec): 3 clusters
  Score: Raw -834150.067148 + Penalty 2922.338626 = -831227.728521
  nChanged 55
		SP:Iteration 48Q (163005.890000 sec): 3 clusters
  Score: Raw -834164.808574 + Penalty 2922.338626 = -831242.469948
  nChanged 51
		SP:Iteration 49Q (163006.100000 sec): 3 clusters
  Score: Raw -834179.142437 + Penalty 2922.338626 = -831256.803811
  nChanged 46
		SP:Iteration 50Q (163006.300000 sec): 3 clusters
  Score: Raw -834190.005108 + Penalty 2922.338626 = -831267.666482
  nChanged 36
		SP:Iteration 51Q (163006.460000 sec): 3 clusters
  Score: Raw -834197.519833 + Penalty 2922.338626 = -831275.181206
  nChanged 41
		SP:Iteration 52Q (163006.700000 sec): 3 clusters
  Score: Raw -834207.755384 + Penalty 2922.338626 = -831285.416757
  nChanged 43
		SP:Iteration 53Q (163006.920000 sec): 3 clusters
  Score: Raw -834220.071198 + Penalty 2922.338626 = -831297.732571
  nChanged 51
		SP:Iteration 54Q (163007.110000 sec): 3 clusters
  Score: Raw -834236.318586 + Penalty 2922.338626 = -831313.979959
  nChanged 55
		SP:Iteration 55Q (163007.330000 sec): 3 clusters
  Score: Raw -834255.311427 + Penalty 2922.338626 = -831332.972801
  nChanged 51
		SP:Iteration 56Q (163007.550000 sec): 3 clusters
  Score: Raw -834269.690258 + Penalty 2922.338626 = -831347.351632
  nChanged 45
		SP:Iteration 57Q (163007.770000 sec): 3 clusters
  Score: Raw -834283.623923 + Penalty 2922.338626 = -831361.285297
  nChanged 51
		SP:Iteration 58Q (163007.940000 sec): 3 clusters
  Score: Raw -834302.500803 + Penalty 2922.338626 = -831380.162177
  nChanged 41
		SP:Iteration 59Q (163008.150000 sec): 3 clusters
  Score: Raw -834314.584098 + Penalty 2922.338626 = -831392.245472
  nChanged 38
		SP:Iteration 60F (163008.350000 sec): 3 clusters
  Score: Raw -834326.822438 + Penalty 2922.338626 = -831404.483811
  nChanged 37
		SP:Iteration 61Q (163008.560000 sec): 3 clusters
  Score: Raw -834337.788212 + Penalty 2922.338626 = -831415.449585
  nChanged 33
		SP:Iteration 62Q (163008.760000 sec): 3 clusters
  Score: Raw -834348.256610 + Penalty 2922.338626 = -831425.917984
  nChanged 30
		SP:Iteration 63Q (163008.980000 sec): 3 clusters
  Score: Raw -834356.596401 + Penalty 2922.338626 = -831434.257774
  nChanged 28
		SP:Iteration 64Q (163009.200000 sec): 3 clusters
  Score: Raw -834361.891514 + Penalty 2922.338626 = -831439.552887
  nChanged 17
		SP:Iteration 65Q (163009.380000 sec): 3 clusters
  Score: Raw -834365.642267 + Penalty 2922.338626 = -831443.303640
  nChanged 18
		SP:Iteration 66Q (163009.600000 sec): 3 clusters
  Score: Raw -834370.554196 + Penalty 2922.338626 = -831448.215569
  nChanged 23
		SP:Iteration 67Q (163009.850000 sec): 3 clusters
  Score: Raw -834375.976506 + Penalty 2922.338626 = -831453.637879
  nChanged 26
		SP:Iteration 68Q (163010.050000 sec): 3 clusters
  Score: Raw -834382.941629 + Penalty 2922.338626 = -831460.603002
  nChanged 35
		SP:Iteration 69Q (163010.240000 sec): 3 clusters
  Score: Raw -834395.745320 + Penalty 2922.338626 = -831473.406694
  nChanged 41
		SP:Iteration 70Q (163010.440000 sec): 3 clusters
  Score: Raw -834414.046288 + Penalty 2922.338626 = -831491.707661
  nChanged 46
		SP:Iteration 71Q (163010.590000 sec): 3 clusters
  Score: Raw -834431.418660 + Penalty 2922.338626 = -831509.080033
  nChanged 46
		SP:Iteration 72Q (163010.800000 sec): 3 clusters
  Score: Raw -834449.293602 + Penalty 2922.338626 = -831526.954975
  nChanged 39
		SP:Iteration 73Q (163011.000000 sec): 3 clusters
  Score: Raw -834467.289638 + Penalty 2922.338626 = -831544.951012
  nChanged 52
		SP:Iteration 74Q (163011.190000 sec): 3 clusters
  Score: Raw -834492.254338 + Penalty 2922.338626 = -831569.915712
  nChanged 56
		SP:Iteration 75Q (163011.410000 sec): 3 clusters
  Score: Raw -834516.628944 + Penalty 2922.338626 = -831594.290317
  nChanged 52
		SP:Iteration 76Q (163011.590000 sec): 3 clusters
  Score: Raw -834537.666370 + Penalty 2922.338626 = -831615.327743
  nChanged 46
		SP:Iteration 77Q (163011.830000 sec): 3 clusters
  Score: Raw -834557.426278 + Penalty 2922.338626 = -831635.087652
  nChanged 45
		SP:Iteration 78Q (163012.010000 sec): 3 clusters
  Score: Raw -834576.828230 + Penalty 2922.338626 = -831654.489604
  nChanged 37
		SP:Iteration 79Q (163012.220000 sec): 3 clusters
  Score: Raw -834593.397241 + Penalty 2922.338626 = -831671.058615
  nChanged 38
		SP:Iteration 80F (163012.430000 sec): 3 clusters
  Score: Raw -834610.957862 + Penalty 2922.338626 = -831688.619235
  nChanged 36
		SP:Iteration 81Q (163012.640000 sec): 3 clusters
  Score: Raw -834624.869796 + Penalty 2922.338626 = -831702.531169
  nChanged 26
		SP:Iteration 82Q (163012.860000 sec): 3 clusters
  Score: Raw -834635.835243 + Penalty 2922.338626 = -831713.496617
  nChanged 36
		SP:Iteration 83Q (163013.050000 sec): 3 clusters
  Score: Raw -834652.842256 + Penalty 2922.338626 = -831730.503629
  nChanged 39
		SP:Iteration 84Q (163013.250000 sec): 3 clusters
  Score: Raw -834672.270316 + Penalty 2922.338626 = -831749.931689
  nChanged 33
		SP:Iteration 85Q (163013.490000 sec): 3 clusters
  Score: Raw -834689.087667 + Penalty 2922.338626 = -831766.749041
  nChanged 33
		SP:Iteration 86Q (163013.660000 sec): 3 clusters
  Score: Raw -834706.196519 + Penalty 2922.338626 = -831783.857893
  nChanged 36
		SP:Iteration 87Q (163013.880000 sec): 3 clusters
  Score: Raw -834726.284145 + Penalty 2922.338626 = -831803.945518
  nChanged 29
		SP:Iteration 88Q (163014.050000 sec): 3 clusters
  Score: Raw -834743.927353 + Penalty 2922.338626 = -831821.588726
  nChanged 38
		SP:Iteration 89Q (163014.270000 sec): 3 clusters
  Score: Raw -834762.538146 + Penalty 2922.338626 = -831840.199519
  nChanged 28
		SP:Iteration 90Q (163014.410000 sec): 3 clusters
  Score: Raw -834782.789612 + Penalty 2922.338626 = -831860.450986
  nChanged 31
		SP:Iteration 91Q (163014.600000 sec): 3 clusters
  Score: Raw -834804.849983 + Penalty 2922.338626 = -831882.511356
  nChanged 32
		SP:Iteration 92Q (163014.740000 sec): 3 clusters
  Score: Raw -834829.390130 + Penalty 2922.338626 = -831907.051504
  nChanged 36
		SP:Iteration 93Q (163014.960000 sec): 3 clusters
  Score: Raw -834855.009559 + Penalty 2922.338626 = -831932.670933
  nChanged 29
		SP:Iteration 94Q (163015.180000 sec): 3 clusters
  Score: Raw -834878.023819 + Penalty 2922.338626 = -831955.685192
  nChanged 28
		SP:Iteration 95Q (163015.400000 sec): 3 clusters
  Score: Raw -834900.429234 + Penalty 2922.338626 = -831978.090607
  nChanged 27
		SP:Iteration 96Q (163015.570000 sec): 3 clusters
  Score: Raw -834925.528965 + Penalty 2922.338626 = -832003.190338
  nChanged 25
		SP:Iteration 97Q (163015.770000 sec): 3 clusters
  Score: Raw -834946.149161 + Penalty 2922.338626 = -832023.810534
  nChanged 23
		SP:Iteration 98Q (163015.920000 sec): 3 clusters
  Score: Raw -834963.627968 + Penalty 2922.338626 = -832041.289341
  nChanged 18
		SP:Iteration 99Q (163016.040000 sec): 3 clusters
  Score: Raw -834976.591180 + Penalty 2922.338626 = -832054.252553
  nChanged 15
		SP:Iteration 100F (163016.250000 sec): 3 clusters
  Score: Raw -834986.043768 + Penalty 2922.338626 = -832063.705141
  nChanged 15
		SP:Iteration 101Q (163016.470000 sec): 3 clusters
  Score: Raw -834994.917908 + Penalty 2922.338626 = -832072.579282
  nChanged 8
		SP:Iteration 102Q (163016.630000 sec): 3 clusters
  Score: Raw -835000.226330 + Penalty 2922.338626 = -832077.887704
  nChanged 5
		SP:Iteration 103Q (163016.860000 sec): 3 clusters
  Score: Raw -835003.326477 + Penalty 2922.338626 = -832080.987851
  nChanged 3
		SP:Iteration 104Q (163017.060000 sec): 3 clusters
  Score: Raw -835005.559775 + Penalty 2922.338626 = -832083.221148
  nChanged 6
		SP:Iteration 105Q (163017.250000 sec): 3 clusters
  Score: Raw -835010.916981 + Penalty 2922.338626 = -832088.578354
  nChanged 9
		SP:Iteration 106Q (163017.490000 sec): 3 clusters
  Score: Raw -835017.884166 + Penalty 2922.338626 = -832095.545540
  nChanged 9
		SP:Iteration 107Q (163017.690000 sec): 3 clusters
  Score: Raw -835028.530498 + Penalty 2922.338626 = -832106.191872
  nChanged 12
		SP:Iteration 108Q (163017.910000 sec): 3 clusters
  Score: Raw -835040.215040 + Penalty 2922.338626 = -832117.876414
  nChanged 12
		SP:Iteration 109Q (163018.130000 sec): 3 clusters
  Score: Raw -835054.063917 + Penalty 2922.338626 = -832131.725291
  nChanged 12
		SP:Iteration 110Q (163018.300000 sec): 3 clusters
  Score: Raw -835060.912071 + Penalty 2922.338626 = -832138.573445
  nChanged 4
		SP:Iteration 111Q (163018.500000 sec): 3 clusters
  Score: Raw -835063.168897 + Penalty 2922.338626 = -832140.830271
  nChanged 1
		SP:Iteration 112Q (163018.720000 sec): 3 clusters
  Score: Raw -835064.787596 + Penalty 2922.338626 = -832142.448969
  nChanged 4
		SP:Iteration 113Q (163018.880000 sec): 3 clusters
  Score: Raw -835068.679421 + Penalty 2922.338626 = -832146.340795
  nChanged 4
		SP:Iteration 114Q (163019.110000 sec): 3 clusters
  Score: Raw -835071.888196 + Penalty 2922.338626 = -832149.549569
  nChanged 4
		SP:Iteration 115Q (163019.310000 sec): 3 clusters
  Score: Raw -835074.898147 + Penalty 2922.338626 = -832152.559521
  nChanged 5
		SP:Iteration 116Q (163019.510000 sec): 3 clusters
  Score: Raw -835077.527114 + Penalty 2922.338626 = -832155.188488
  nChanged 4
		SP:Iteration 117Q (163019.710000 sec): 3 clusters
  Score: Raw -835081.769516 + Penalty 2922.338626 = -832159.430890
  nChanged 4
		SP:Iteration 118Q (163019.910000 sec): 3 clusters
  Score: Raw -835084.055998 + Penalty 2922.338626 = -832161.717372
  nChanged 1
		SP:Iteration 119Q (163020.130000 sec): 3 clusters
  Score: Raw -835084.903741 + Penalty 2922.338626 = -832162.565114
  nChanged 0
		SP:Iteration 120F (163020.330000 sec): 3 clusters
  Score: Raw -835084.903741 + Penalty 2922.338626 = -832162.565114
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 45 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163020.420000 sec): 2 clusters
  Score: Raw -16060.491255 + Penalty 830.698016 = -15229.793240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163020.610000 sec): 3 clusters
  Score: Raw -16196.812860 + Penalty 1661.396031 = -14535.416828
  nChanged 17
		SP:Iteration 1F (163020.730000 sec): 3 clusters
  Score: Raw -16235.092161 + Penalty 1661.396031 = -14573.696130
  nChanged 5
		SP:Iteration 2Q (163020.930000 sec): 3 clusters
  Score: Raw -16246.075504 + Penalty 1661.396031 = -14584.679473
  nChanged 3
		SP:Iteration 3Q (163021.060000 sec): 3 clusters
  Score: Raw -16252.299972 + Penalty 1661.396031 = -14590.903941
  nChanged 1
		SP:Iteration 4Q (163021.230000 sec): 3 clusters
  Score: Raw -16255.245802 + Penalty 1661.396031 = -14593.849771
  nChanged 1
		SP:Iteration 5Q (163021.420000 sec): 3 clusters
  Score: Raw -16260.856000 + Penalty 1661.396031 = -14599.459969
  nChanged 1
		SP:Iteration 6Q (163021.550000 sec): 3 clusters
  Score: Raw -16262.946186 + Penalty 1661.396031 = -14601.550154
  nChanged 0
		SP:Iteration 7F (163021.730000 sec): 3 clusters
  Score: Raw -16262.946186 + Penalty 1661.396031 = -14601.550154
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 46 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163021.810000 sec): 2 clusters
  Score: Raw -507902.050574 + Penalty 1370.459052 = -506531.591522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163021.950000 sec): 3 clusters
  Score: Raw -505583.041807 + Penalty 2740.918104 = -502842.123703
  nChanged 1826
		SP:Iteration 1F (163022.090000 sec): 3 clusters
  Score: Raw -506649.609417 + Penalty 2740.918104 = -503908.691312
  nChanged 349
		SP:Iteration 2F (163022.280000 sec): 3 clusters
  Score: Raw -506837.267599 + Penalty 2740.918104 = -504096.349495
  nChanged 237
		SP:Iteration 3F (163022.470000 sec): 3 clusters
  Score: Raw -506954.936423 + Penalty 2740.918104 = -504214.018318
  nChanged 166
		SP:Iteration 4Q (163022.690000 sec): 3 clusters
  Score: Raw -507027.121911 + Penalty 2740.918104 = -504286.203807
  nChanged 133
		SP:Iteration 5Q (163022.910000 sec): 3 clusters
  Score: Raw -507091.007772 + Penalty 2740.918104 = -504350.089667
  nChanged 104
		SP:Iteration 6Q (163023.050000 sec): 3 clusters
  Score: Raw -507137.005505 + Penalty 2740.918104 = -504396.087401
  nChanged 96
		SP:Iteration 7Q (163023.160000 sec): 3 clusters
  Score: Raw -507180.041704 + Penalty 2740.918104 = -504439.123599
  nChanged 105
		SP:Iteration 8Q (163023.270000 sec): 3 clusters
  Score: Raw -507221.131792 + Penalty 2740.918104 = -504480.213687
  nChanged 79
		SP:Iteration 9Q (163023.410000 sec): 3 clusters
  Score: Raw -507261.025805 + Penalty 2740.918104 = -504520.107701
  nChanged 82
		SP:Iteration 10Q (163023.580000 sec): 3 clusters
  Score: Raw -507302.397309 + Penalty 2740.918104 = -504561.479205
  nChanged 98
		SP:Iteration 11Q (163023.700000 sec): 3 clusters
  Score: Raw -507358.700841 + Penalty 2740.918104 = -504617.782736
  nChanged 99
		SP:Iteration 12Q (163023.890000 sec): 3 clusters
  Score: Raw -507417.271636 + Penalty 2740.918104 = -504676.353532
  nChanged 108
		SP:Iteration 13Q (163024.090000 sec): 3 clusters
  Score: Raw -507486.931710 + Penalty 2740.918104 = -504746.013605
  nChanged 99
		SP:Iteration 14Q (163024.210000 sec): 3 clusters
  Score: Raw -507541.524416 + Penalty 2740.918104 = -504800.606311
  nChanged 98
		SP:Iteration 15Q (163024.410000 sec): 3 clusters
  Score: Raw -507604.084967 + Penalty 2740.918104 = -504863.166862
  nChanged 98
		SP:Iteration 16Q (163024.570000 sec): 3 clusters
  Score: Raw -507675.391336 + Penalty 2740.918104 = -504934.473232
  nChanged 79
		SP:Iteration 17Q (163024.800000 sec): 3 clusters
  Score: Raw -507724.672094 + Penalty 2740.918104 = -504983.753990
  nChanged 76
		SP:Iteration 18Q (163024.950000 sec): 3 clusters
  Score: Raw -507776.601313 + Penalty 2740.918104 = -505035.683209
  nChanged 73
		SP:Iteration 19Q (163025.150000 sec): 3 clusters
  Score: Raw -507830.236951 + Penalty 2740.918104 = -505089.318847
  nChanged 58
		SP:Iteration 20F (163025.360000 sec): 3 clusters
  Score: Raw -507878.406373 + Penalty 2740.918104 = -505137.488268
  nChanged 55
		SP:Iteration 21Q (163025.540000 sec): 3 clusters
  Score: Raw -507911.985730 + Penalty 2740.918104 = -505171.067626
  nChanged 44
		SP:Iteration 22Q (163025.720000 sec): 3 clusters
  Score: Raw -507935.101754 + Penalty 2740.918104 = -505194.183649
  nChanged 31
		SP:Iteration 23Q (163025.900000 sec): 3 clusters
  Score: Raw -507955.144496 + Penalty 2740.918104 = -505214.226392
  nChanged 26
		SP:Iteration 24Q (163026.080000 sec): 3 clusters
  Score: Raw -507975.380361 + Penalty 2740.918104 = -505234.462256
  nChanged 31
		SP:Iteration 25Q (163026.270000 sec): 3 clusters
  Score: Raw -507992.458570 + Penalty 2740.918104 = -505251.540466
  nChanged 16
		SP:Iteration 26Q (163026.420000 sec): 3 clusters
  Score: Raw -508000.779784 + Penalty 2740.918104 = -505259.861679
  nChanged 15
		SP:Iteration 27Q (163026.600000 sec): 3 clusters
  Score: Raw -508007.170630 + Penalty 2740.918104 = -505266.252526
  nChanged 12
		SP:Iteration 28Q (163026.740000 sec): 3 clusters
  Score: Raw -508014.151040 + Penalty 2740.918104 = -505273.232935
  nChanged 12
		SP:Iteration 29Q (163026.940000 sec): 3 clusters
  Score: Raw -508024.015410 + Penalty 2740.918104 = -505283.097306
  nChanged 13
		SP:Iteration 30Q (163027.120000 sec): 3 clusters
  Score: Raw -508031.905941 + Penalty 2740.918104 = -505290.987837
  nChanged 11
		SP:Iteration 31Q (163027.300000 sec): 3 clusters
  Score: Raw -508035.867303 + Penalty 2740.918104 = -505294.949198
  nChanged 7
		SP:Iteration 32Q (163027.490000 sec): 3 clusters
  Score: Raw -508038.083570 + Penalty 2740.918104 = -505297.165466
  nChanged 4
		SP:Iteration 33Q (163027.660000 sec): 3 clusters
  Score: Raw -508039.153657 + Penalty 2740.918104 = -505298.235553
  nChanged 0
		SP:Iteration 34F (163027.850000 sec): 3 clusters
  Score: Raw -508039.153657 + Penalty 2740.918104 = -505298.235553
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 47 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163027.970000 sec): 2 clusters
  Score: Raw -326335.345289 + Penalty 1299.401550 = -325035.943739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163028.160000 sec): 3 clusters
  Score: Raw -324916.336746 + Penalty 2598.803100 = -322317.533645
  nChanged 1083
		SP:Iteration 1F (163028.390000 sec): 3 clusters
  Score: Raw -325527.723599 + Penalty 2598.803100 = -322928.920499
  nChanged 236
		SP:Iteration 2F (163028.530000 sec): 3 clusters
  Score: Raw -325681.930298 + Penalty 2598.803100 = -323083.127198
  nChanged 146
		SP:Iteration 3Q (163028.710000 sec): 3 clusters
  Score: Raw -325752.981323 + Penalty 2598.803100 = -323154.178223
  nChanged 98
		SP:Iteration 4Q (163028.930000 sec): 3 clusters
  Score: Raw -325801.059777 + Penalty 2598.803100 = -323202.256677
  nChanged 83
		SP:Iteration 5Q (163029.070000 sec): 3 clusters
  Score: Raw -325847.211403 + Penalty 2598.803100 = -323248.408303
  nChanged 79
		SP:Iteration 6Q (163029.240000 sec): 3 clusters
  Score: Raw -325891.817834 + Penalty 2598.803100 = -323293.014734
  nChanged 63
		SP:Iteration 7Q (163029.410000 sec): 3 clusters
  Score: Raw -325925.120563 + Penalty 2598.803100 = -323326.317463
  nChanged 50
		SP:Iteration 8Q (163029.610000 sec): 3 clusters
  Score: Raw -325946.161258 + Penalty 2598.803100 = -323347.358157
  nChanged 43
		SP:Iteration 9Q (163029.770000 sec): 3 clusters
  Score: Raw -325963.080989 + Penalty 2598.803100 = -323364.277889
  nChanged 41
		SP:Iteration 10Q (163029.970000 sec): 3 clusters
  Score: Raw -325981.895080 + Penalty 2598.803100 = -323383.091980
  nChanged 42
		SP:Iteration 11Q (163030.110000 sec): 3 clusters
  Score: Raw -326005.667575 + Penalty 2598.803100 = -323406.864475
  nChanged 44
		SP:Iteration 12Q (163030.290000 sec): 3 clusters
  Score: Raw -326024.641186 + Penalty 2598.803100 = -323425.838086
  nChanged 30
		SP:Iteration 13Q (163030.460000 sec): 3 clusters
  Score: Raw -326035.982873 + Penalty 2598.803100 = -323437.179773
  nChanged 22
		SP:Iteration 14Q (163030.670000 sec): 3 clusters
  Score: Raw -326044.047587 + Penalty 2598.803100 = -323445.244486
  nChanged 22
		SP:Iteration 15Q (163030.850000 sec): 3 clusters
  Score: Raw -326051.338922 + Penalty 2598.803100 = -323452.535822
  nChanged 16
		SP:Iteration 16Q (163031.020000 sec): 3 clusters
  Score: Raw -326056.221021 + Penalty 2598.803100 = -323457.417920
  nChanged 14
		SP:Iteration 17Q (163031.160000 sec): 3 clusters
  Score: Raw -326060.505989 + Penalty 2598.803100 = -323461.702889
  nChanged 14
		SP:Iteration 18Q (163031.300000 sec): 3 clusters
  Score: Raw -326065.798057 + Penalty 2598.803100 = -323466.994957
  nChanged 11
		SP:Iteration 19Q (163031.480000 sec): 3 clusters
  Score: Raw -326069.622498 + Penalty 2598.803100 = -323470.819398
  nChanged 14
		SP:Iteration 20F (163031.670000 sec): 3 clusters
  Score: Raw -326074.132785 + Penalty 2598.803100 = -323475.329685
  nChanged 15
		SP:Iteration 21Q (163031.890000 sec): 3 clusters
  Score: Raw -326078.581190 + Penalty 2598.803100 = -323479.778089
  nChanged 11
		SP:Iteration 22Q (163032.070000 sec): 3 clusters
  Score: Raw -326082.610972 + Penalty 2598.803100 = -323483.807871
  nChanged 12
		SP:Iteration 23Q (163032.200000 sec): 3 clusters
  Score: Raw -326086.415551 + Penalty 2598.803100 = -323487.612451
  nChanged 9
		SP:Iteration 24Q (163032.420000 sec): 3 clusters
  Score: Raw -326090.298993 + Penalty 2598.803100 = -323491.495893
  nChanged 13
		SP:Iteration 25Q (163032.570000 sec): 3 clusters
  Score: Raw -326093.274550 + Penalty 2598.803100 = -323494.471450
  nChanged 9
		SP:Iteration 26Q (163032.760000 sec): 3 clusters
  Score: Raw -326095.879723 + Penalty 2598.803100 = -323497.076622
  nChanged 8
		SP:Iteration 27Q (163032.970000 sec): 3 clusters
  Score: Raw -326097.802226 + Penalty 2598.803100 = -323498.999126
  nChanged 7
		SP:Iteration 28Q (163033.140000 sec): 3 clusters
  Score: Raw -326099.002748 + Penalty 2598.803100 = -323500.199648
  nChanged 6
		SP:Iteration 29Q (163033.310000 sec): 3 clusters
  Score: Raw -326101.078218 + Penalty 2598.803100 = -323502.275118
  nChanged 3
		SP:Iteration 30Q (163033.510000 sec): 3 clusters
  Score: Raw -326102.070886 + Penalty 2598.803100 = -323503.267786
  nChanged 4
		SP:Iteration 31Q (163033.680000 sec): 3 clusters
  Score: Raw -326103.712835 + Penalty 2598.803100 = -323504.909734
  nChanged 6
		SP:Iteration 32Q (163033.830000 sec): 3 clusters
  Score: Raw -326105.459526 + Penalty 2598.803100 = -323506.656426
  nChanged 2
		SP:Iteration 33Q (163034.050000 sec): 3 clusters
  Score: Raw -326105.866192 + Penalty 2598.803100 = -323507.063091
  nChanged 0
		SP:Iteration 34F (163034.230000 sec): 3 clusters
  Score: Raw -326105.866192 + Penalty 2598.803100 = -323507.063091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 48 (19811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163034.430000 sec): 2 clusters
  Score: Raw -2180165.059665 + Penalty 1607.773800 = -2178557.285865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163034.670000 sec): 3 clusters
  Score: Raw -2168300.322337 + Penalty 3215.547601 = -2165084.774736
  nChanged 8861
		SP:Iteration 1F (163034.960000 sec): 3 clusters
  Score: Raw -2173047.083163 + Penalty 3215.547601 = -2169831.535562
  nChanged 1008
		SP:Iteration 2F (163035.210000 sec): 3 clusters
  Score: Raw -2173425.887311 + Penalty 3215.547601 = -2170210.339710
  nChanged 999
		SP:Iteration 3F (163035.480000 sec): 3 clusters
  Score: Raw -2173856.620046 + Penalty 3215.547601 = -2170641.072445
  nChanged 1117
		SP:Iteration 4F (163035.710000 sec): 3 clusters
  Score: Raw -2174515.470289 + Penalty 3215.547601 = -2171299.922688
  nChanged 1318
		SP:Iteration 5F (163035.970000 sec): 3 clusters
  Score: Raw -2175454.917520 + Penalty 3215.547601 = -2172239.369919
  nChanged 1479
		SP:Iteration 6F (163036.200000 sec): 3 clusters
  Score: Raw -2176754.100280 + Penalty 3215.547601 = -2173538.552679
  nChanged 1479
		SP:Iteration 7F (163036.490000 sec): 3 clusters
  Score: Raw -2178198.859167 + Penalty 3215.547601 = -2174983.311566
  nChanged 1140
		SP:Iteration 8F (163036.720000 sec): 3 clusters
  Score: Raw -2179308.744204 + Penalty 3215.547601 = -2176093.196604
  nChanged 684
		SP:Iteration 9Q (163036.990000 sec): 3 clusters
  Score: Raw -2180002.024569 + Penalty 3215.547601 = -2176786.476968
  nChanged 382
		SP:Iteration 10Q (163037.230000 sec): 3 clusters
  Score: Raw -2180416.332829 + Penalty 3215.547601 = -2177200.785229
  nChanged 220
		SP:Iteration 11Q (163037.440000 sec): 3 clusters
  Score: Raw -2180653.541826 + Penalty 3215.547601 = -2177437.994225
  nChanged 168
		SP:Iteration 12Q (163037.670000 sec): 3 clusters
  Score: Raw -2180830.611452 + Penalty 3215.547601 = -2177615.063851
  nChanged 142
		SP:Iteration 13Q (163037.890000 sec): 3 clusters
  Score: Raw -2180953.324457 + Penalty 3215.547601 = -2177737.776857
  nChanged 94
		SP:Iteration 14Q (163038.170000 sec): 3 clusters
  Score: Raw -2181009.327293 + Penalty 3215.547601 = -2177793.779692
  nChanged 56
		SP:Iteration 15Q (163038.430000 sec): 3 clusters
  Score: Raw -2181033.236120 + Penalty 3215.547601 = -2177817.688519
  nChanged 36
		SP:Iteration 16Q (163038.630000 sec): 3 clusters
  Score: Raw -2181049.070650 + Penalty 3215.547601 = -2177833.523050
  nChanged 34
		SP:Iteration 17Q (163038.850000 sec): 3 clusters
  Score: Raw -2181065.445306 + Penalty 3215.547601 = -2177849.897705
  nChanged 30
		SP:Iteration 18Q (163039.150000 sec): 3 clusters
  Score: Raw -2181075.839111 + Penalty 3215.547601 = -2177860.291510
  nChanged 23
		SP:Iteration 19Q (163039.440000 sec): 3 clusters
  Score: Raw -2181082.819909 + Penalty 3215.547601 = -2177867.272308
  nChanged 20
		SP:Iteration 20F (163039.750000 sec): 3 clusters
  Score: Raw -2181089.611299 + Penalty 3215.547601 = -2177874.063698
  nChanged 18
		SP:Iteration 21Q (163039.990000 sec): 3 clusters
  Score: Raw -2181094.984528 + Penalty 3215.547601 = -2177879.436927
  nChanged 17
		SP:Iteration 22Q (163040.260000 sec): 3 clusters
  Score: Raw -2181098.707390 + Penalty 3215.547601 = -2177883.159789
  nChanged 14
		SP:Iteration 23Q (163040.510000 sec): 3 clusters
  Score: Raw -2181102.747661 + Penalty 3215.547601 = -2177887.200061
  nChanged 17
		SP:Iteration 24Q (163040.820000 sec): 3 clusters
  Score: Raw -2181106.673826 + Penalty 3215.547601 = -2177891.126226
  nChanged 11
		SP:Iteration 25Q (163041.060000 sec): 3 clusters
  Score: Raw -2181109.061439 + Penalty 3215.547601 = -2177893.513838
  nChanged 6
		SP:Iteration 26Q (163041.300000 sec): 3 clusters
  Score: Raw -2181110.849446 + Penalty 3215.547601 = -2177895.301845
  nChanged 5
		SP:Iteration 27Q (163041.600000 sec): 3 clusters
  Score: Raw -2181111.584162 + Penalty 3215.547601 = -2177896.036561
  nChanged 3
		SP:Iteration 28Q (163041.810000 sec): 3 clusters
  Score: Raw -2181112.115578 + Penalty 3215.547601 = -2177896.567977
  nChanged 1
		SP:Iteration 29Q (163042.110000 sec): 3 clusters
  Score: Raw -2181112.190915 + Penalty 3215.547601 = -2177896.643314
  nChanged 0
		SP:Iteration 30F (163042.330000 sec): 3 clusters
  Score: Raw -2181112.190915 + Penalty 3215.547601 = -2177896.643314
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 49 (4400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163042.430000 sec): 2 clusters
  Score: Raw -477229.002449 + Penalty 1363.270971 = -475865.731478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163042.650000 sec): 3 clusters
  Score: Raw -475015.099685 + Penalty 2726.541941 = -472288.557743
  nChanged 1723
		SP:Iteration 1F (163042.850000 sec): 3 clusters
  Score: Raw -475957.655625 + Penalty 2726.541941 = -473231.113683
  nChanged 336
		SP:Iteration 2F (163043.060000 sec): 3 clusters
  Score: Raw -476144.199246 + Penalty 2726.541941 = -473417.657305
  nChanged 256
		SP:Iteration 3F (163043.250000 sec): 3 clusters
  Score: Raw -476308.087057 + Penalty 2726.541941 = -473581.545116
  nChanged 232
		SP:Iteration 4F (163043.390000 sec): 3 clusters
  Score: Raw -476455.518857 + Penalty 2726.541941 = -473728.976915
  nChanged 208
		SP:Iteration 5Q (163043.540000 sec): 3 clusters
  Score: Raw -476589.481021 + Penalty 2726.541941 = -473862.939079
  nChanged 182
		SP:Iteration 6Q (163043.700000 sec): 3 clusters
  Score: Raw -476703.636131 + Penalty 2726.541941 = -473977.094190
  nChanged 176
		SP:Iteration 7Q (163043.840000 sec): 3 clusters
  Score: Raw -476827.907777 + Penalty 2726.541941 = -474101.365835
  nChanged 181
		SP:Iteration 8Q (163044.010000 sec): 3 clusters
  Score: Raw -476954.254021 + Penalty 2726.541941 = -474227.712079
  nChanged 176
		SP:Iteration 9Q (163044.210000 sec): 3 clusters
  Score: Raw -477057.061446 + Penalty 2726.541941 = -474330.519505
  nChanged 138
		SP:Iteration 10Q (163044.370000 sec): 3 clusters
  Score: Raw -477156.528969 + Penalty 2726.541941 = -474429.987028
  nChanged 140
		SP:Iteration 11Q (163044.570000 sec): 3 clusters
  Score: Raw -477250.533491 + Penalty 2726.541941 = -474523.991550
  nChanged 140
		SP:Iteration 12Q (163044.790000 sec): 3 clusters
  Score: Raw -477322.519937 + Penalty 2726.541941 = -474595.977995
  nChanged 99
		SP:Iteration 13Q (163044.960000 sec): 3 clusters
  Score: Raw -477371.328273 + Penalty 2726.541941 = -474644.786332
  nChanged 83
		SP:Iteration 14Q (163045.130000 sec): 3 clusters
  Score: Raw -477402.999569 + Penalty 2726.541941 = -474676.457627
  nChanged 70
		SP:Iteration 15Q (163045.310000 sec): 3 clusters
  Score: Raw -477435.469562 + Penalty 2726.541941 = -474708.927620
  nChanged 67
		SP:Iteration 16Q (163045.490000 sec): 3 clusters
  Score: Raw -477465.276935 + Penalty 2726.541941 = -474738.734994
  nChanged 53
		SP:Iteration 17Q (163045.670000 sec): 3 clusters
  Score: Raw -477493.793579 + Penalty 2726.541941 = -474767.251637
  nChanged 57
		SP:Iteration 18Q (163045.830000 sec): 3 clusters
  Score: Raw -477520.330571 + Penalty 2726.541941 = -474793.788629
  nChanged 64
		SP:Iteration 19Q (163045.980000 sec): 3 clusters
  Score: Raw -477549.838481 + Penalty 2726.541941 = -474823.296539
  nChanged 57
		SP:Iteration 20F (163046.190000 sec): 3 clusters
  Score: Raw -477573.564383 + Penalty 2726.541941 = -474847.022442
  nChanged 46
		SP:Iteration 21Q (163046.390000 sec): 3 clusters
  Score: Raw -477594.144866 + Penalty 2726.541941 = -474867.602924
  nChanged 47
		SP:Iteration 22Q (163046.590000 sec): 3 clusters
  Score: Raw -477614.418889 + Penalty 2726.541941 = -474887.876947
  nChanged 56
		SP:Iteration 23Q (163046.760000 sec): 3 clusters
  Score: Raw -477634.950534 + Penalty 2726.541941 = -474908.408592
  nChanged 48
		SP:Iteration 24Q (163046.970000 sec): 3 clusters
  Score: Raw -477655.073101 + Penalty 2726.541941 = -474928.531159
  nChanged 48
		SP:Iteration 25Q (163047.110000 sec): 3 clusters
  Score: Raw -477675.430710 + Penalty 2726.541941 = -474948.888769
  nChanged 42
		SP:Iteration 26Q (163047.330000 sec): 3 clusters
  Score: Raw -477690.481106 + Penalty 2726.541941 = -474963.939164
  nChanged 27
		SP:Iteration 27Q (163047.520000 sec): 3 clusters
  Score: Raw -477700.481134 + Penalty 2726.541941 = -474973.939193
  nChanged 24
		SP:Iteration 28Q (163047.690000 sec): 3 clusters
  Score: Raw -477709.396101 + Penalty 2726.541941 = -474982.854159
  nChanged 23
		SP:Iteration 29Q (163047.920000 sec): 3 clusters
  Score: Raw -477715.982102 + Penalty 2726.541941 = -474989.440161
  nChanged 21
		SP:Iteration 30Q (163048.070000 sec): 3 clusters
  Score: Raw -477721.309066 + Penalty 2726.541941 = -474994.767125
  nChanged 16
		SP:Iteration 31Q (163048.290000 sec): 3 clusters
  Score: Raw -477726.755850 + Penalty 2726.541941 = -475000.213908
  nChanged 21
		SP:Iteration 32Q (163048.460000 sec): 3 clusters
  Score: Raw -477732.501557 + Penalty 2726.541941 = -475005.959615
  nChanged 16
		SP:Iteration 33Q (163048.690000 sec): 3 clusters
  Score: Raw -477737.807343 + Penalty 2726.541941 = -475011.265402
  nChanged 22
		SP:Iteration 34Q (163048.870000 sec): 3 clusters
  Score: Raw -477745.447110 + Penalty 2726.541941 = -475018.905169
  nChanged 21
		SP:Iteration 35Q (163049.080000 sec): 3 clusters
  Score: Raw -477752.993598 + Penalty 2726.541941 = -475026.451657
  nChanged 20
		SP:Iteration 36Q (163049.260000 sec): 3 clusters
  Score: Raw -477761.062562 + Penalty 2726.541941 = -475034.520621
  nChanged 28
		SP:Iteration 37Q (163049.450000 sec): 3 clusters
  Score: Raw -477774.413464 + Penalty 2726.541941 = -475047.871522
  nChanged 39
		SP:Iteration 38Q (163049.660000 sec): 3 clusters
  Score: Raw -477790.438991 + Penalty 2726.541941 = -475063.897050
  nChanged 38
		SP:Iteration 39Q (163049.870000 sec): 3 clusters
  Score: Raw -477805.570066 + Penalty 2726.541941 = -475079.028125
  nChanged 39
		SP:Iteration 40F (163050.040000 sec): 3 clusters
  Score: Raw -477819.147546 + Penalty 2726.541941 = -475092.605605
  nChanged 22
		SP:Iteration 41Q (163050.200000 sec): 3 clusters
  Score: Raw -477827.444692 + Penalty 2726.541941 = -475100.902750
  nChanged 28
		SP:Iteration 42Q (163050.410000 sec): 3 clusters
  Score: Raw -477837.517385 + Penalty 2726.541941 = -475110.975443
  nChanged 26
		SP:Iteration 43Q (163050.600000 sec): 3 clusters
  Score: Raw -477844.780602 + Penalty 2726.541941 = -475118.238661
  nChanged 15
		SP:Iteration 44Q (163050.770000 sec): 3 clusters
  Score: Raw -477848.460997 + Penalty 2726.541941 = -475121.919056
  nChanged 17
		SP:Iteration 45Q (163050.930000 sec): 3 clusters
  Score: Raw -477853.470629 + Penalty 2726.541941 = -475126.928688
  nChanged 9
		SP:Iteration 46Q (163051.100000 sec): 3 clusters
  Score: Raw -477855.298199 + Penalty 2726.541941 = -475128.756257
  nChanged 3
		SP:Iteration 47Q (163051.290000 sec): 3 clusters
  Score: Raw -477855.755837 + Penalty 2726.541941 = -475129.213895
  nChanged 2
		SP:Iteration 48Q (163051.470000 sec): 3 clusters
  Score: Raw -477855.973729 + Penalty 2726.541941 = -475129.431788
  nChanged 1
		SP:Iteration 49Q (163051.660000 sec): 3 clusters
  Score: Raw -477856.125880 + Penalty 2726.541941 = -475129.583939
  nChanged 0
		SP:Iteration 50F (163051.830000 sec): 3 clusters
  Score: Raw -477856.125880 + Penalty 2726.541941 = -475129.583939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 50 (9084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163052.010000 sec): 2 clusters
  Score: Raw -993888.872310 + Penalty 1481.068859 = -992407.803451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163052.190000 sec): 3 clusters
  Score: Raw -988734.258772 + Penalty 2962.137719 = -985772.121053
  nChanged 3954
		SP:Iteration 1F (163052.430000 sec): 3 clusters
  Score: Raw -991018.612390 + Penalty 2962.137719 = -988056.474672
  nChanged 613
		SP:Iteration 2F (163052.600000 sec): 3 clusters
  Score: Raw -991343.885490 + Penalty 2962.137719 = -988381.747772
  nChanged 489
		SP:Iteration 3F (163052.840000 sec): 3 clusters
  Score: Raw -991601.165234 + Penalty 2962.137719 = -988639.027516
  nChanged 423
		SP:Iteration 4Q (163053.040000 sec): 3 clusters
  Score: Raw -991848.577820 + Penalty 2962.137719 = -988886.440102
  nChanged 392
		SP:Iteration 5Q (163053.280000 sec): 3 clusters
  Score: Raw -992100.419580 + Penalty 2962.137719 = -989138.281862
  nChanged 412
		SP:Iteration 6Q (163053.490000 sec): 3 clusters
  Score: Raw -992364.493689 + Penalty 2962.137719 = -989402.355971
  nChanged 403
		SP:Iteration 7Q (163053.690000 sec): 3 clusters
  Score: Raw -992626.221335 + Penalty 2962.137719 = -989664.083616
  nChanged 372
		SP:Iteration 8Q (163053.910000 sec): 3 clusters
  Score: Raw -992872.321865 + Penalty 2962.137719 = -989910.184146
  nChanged 344
		SP:Iteration 9Q (163054.160000 sec): 3 clusters
  Score: Raw -993076.655625 + Penalty 2962.137719 = -990114.517907
  nChanged 317
		SP:Iteration 10Q (163054.360000 sec): 3 clusters
  Score: Raw -993273.011675 + Penalty 2962.137719 = -990310.873956
  nChanged 277
		SP:Iteration 11Q (163054.570000 sec): 3 clusters
  Score: Raw -993426.672095 + Penalty 2962.137719 = -990464.534377
  nChanged 230
		SP:Iteration 12Q (163054.770000 sec): 3 clusters
  Score: Raw -993562.929773 + Penalty 2962.137719 = -990600.792055
  nChanged 221
		SP:Iteration 13Q (163054.990000 sec): 3 clusters
  Score: Raw -993701.566880 + Penalty 2962.137719 = -990739.429162
  nChanged 195
		SP:Iteration 14Q (163055.170000 sec): 3 clusters
  Score: Raw -993829.493399 + Penalty 2962.137719 = -990867.355680
  nChanged 169
		SP:Iteration 15Q (163055.390000 sec): 3 clusters
  Score: Raw -993948.590839 + Penalty 2962.137719 = -990986.453120
  nChanged 143
		SP:Iteration 16Q (163055.640000 sec): 3 clusters
  Score: Raw -994066.782931 + Penalty 2962.137719 = -991104.645212
  nChanged 124
		SP:Iteration 17Q (163055.810000 sec): 3 clusters
  Score: Raw -994203.717725 + Penalty 2962.137719 = -991241.580006
  nChanged 118
		SP:Iteration 18Q (163056.040000 sec): 3 clusters
  Score: Raw -994358.897912 + Penalty 2962.137719 = -991396.760193
  nChanged 103
		SP:Iteration 19Q (163056.190000 sec): 3 clusters
  Score: Raw -994499.512191 + Penalty 2962.137719 = -991537.374473
  nChanged 112
		SP:Iteration 20F (163056.440000 sec): 3 clusters
  Score: Raw -994591.408263 + Penalty 2962.137719 = -991629.270544
  nChanged 81
		SP:Iteration 21Q (163056.620000 sec): 3 clusters
  Score: Raw -994649.429630 + Penalty 2962.137719 = -991687.291911
  nChanged 65
		SP:Iteration 22Q (163056.790000 sec): 3 clusters
  Score: Raw -994688.740270 + Penalty 2962.137719 = -991726.602551
  nChanged 49
		SP:Iteration 23Q (163057.020000 sec): 3 clusters
  Score: Raw -994718.819560 + Penalty 2962.137719 = -991756.681842
  nChanged 42
		SP:Iteration 24Q (163057.210000 sec): 3 clusters
  Score: Raw -994743.647881 + Penalty 2962.137719 = -991781.510163
  nChanged 42
		SP:Iteration 25Q (163057.420000 sec): 3 clusters
  Score: Raw -994764.107019 + Penalty 2962.137719 = -991801.969301
  nChanged 28
		SP:Iteration 26Q (163057.660000 sec): 3 clusters
  Score: Raw -994775.344150 + Penalty 2962.137719 = -991813.206431
  nChanged 20
		SP:Iteration 27Q (163057.830000 sec): 3 clusters
  Score: Raw -994781.303590 + Penalty 2962.137719 = -991819.165871
  nChanged 11
		SP:Iteration 28Q (163058.040000 sec): 3 clusters
  Score: Raw -994784.544477 + Penalty 2962.137719 = -991822.406759
  nChanged 7
		SP:Iteration 29Q (163058.280000 sec): 3 clusters
  Score: Raw -994786.583987 + Penalty 2962.137719 = -991824.446269
  nChanged 6
		SP:Iteration 30Q (163058.460000 sec): 3 clusters
  Score: Raw -994788.936161 + Penalty 2962.137719 = -991826.798442
  nChanged 6
		SP:Iteration 31Q (163058.680000 sec): 3 clusters
  Score: Raw -994791.230410 + Penalty 2962.137719 = -991829.092692
  nChanged 7
		SP:Iteration 32Q (163058.850000 sec): 3 clusters
  Score: Raw -994793.897284 + Penalty 2962.137719 = -991831.759565
  nChanged 7
		SP:Iteration 33Q (163059.050000 sec): 3 clusters
  Score: Raw -994795.822084 + Penalty 2962.137719 = -991833.684366
  nChanged 7
		SP:Iteration 34Q (163059.250000 sec): 3 clusters
  Score: Raw -994798.927309 + Penalty 2962.137719 = -991836.789590
  nChanged 11
		SP:Iteration 35Q (163059.420000 sec): 3 clusters
  Score: Raw -994803.847590 + Penalty 2962.137719 = -991841.709872
  nChanged 5
		SP:Iteration 36Q (163059.610000 sec): 3 clusters
  Score: Raw -994806.463460 + Penalty 2962.137719 = -991844.325741
  nChanged 8
		SP:Iteration 37Q (163059.770000 sec): 3 clusters
  Score: Raw -994809.811417 + Penalty 2962.137719 = -991847.673698
  nChanged 8
		SP:Iteration 38Q (163059.950000 sec): 3 clusters
  Score: Raw -994812.163784 + Penalty 2962.137719 = -991850.026066
  nChanged 8
		SP:Iteration 39Q (163060.180000 sec): 3 clusters
  Score: Raw -994815.822957 + Penalty 2962.137719 = -991853.685238
  nChanged 12
		SP:Iteration 40F (163060.360000 sec): 3 clusters
  Score: Raw -994820.431579 + Penalty 2962.137719 = -991858.293861
  nChanged 6
		SP:Iteration 41Q (163060.610000 sec): 3 clusters
  Score: Raw -994821.762409 + Penalty 2962.137719 = -991859.624691
  nChanged 5
		SP:Iteration 42Q (163060.790000 sec): 3 clusters
  Score: Raw -994823.451562 + Penalty 2962.137719 = -991861.313844
  nChanged 7
		SP:Iteration 43Q (163060.990000 sec): 3 clusters
  Score: Raw -994826.385451 + Penalty 2962.137719 = -991864.247732
  nChanged 6
		SP:Iteration 44Q (163061.190000 sec): 3 clusters
  Score: Raw -994827.585113 + Penalty 2962.137719 = -991865.447395
  nChanged 9
		SP:Iteration 45Q (163061.400000 sec): 3 clusters
  Score: Raw -994829.274056 + Penalty 2962.137719 = -991867.136337
  nChanged 6
		SP:Iteration 46Q (163061.590000 sec): 3 clusters
  Score: Raw -994830.513505 + Penalty 2962.137719 = -991868.375787
  nChanged 5
		SP:Iteration 47Q (163061.790000 sec): 3 clusters
  Score: Raw -994831.830539 + Penalty 2962.137719 = -991869.692821
  nChanged 1
		SP:Iteration 48Q (163062.010000 sec): 3 clusters
  Score: Raw -994832.188152 + Penalty 2962.137719 = -991870.050433
  nChanged 2
		SP:Iteration 49Q (163062.230000 sec): 3 clusters
  Score: Raw -994832.846458 + Penalty 2962.137719 = -991870.708739
  nChanged 1
		SP:Iteration 50Q (163062.430000 sec): 3 clusters
  Score: Raw -994833.320023 + Penalty 2962.137719 = -991871.182304
  nChanged 1
		SP:Iteration 51Q (163062.650000 sec): 3 clusters
  Score: Raw -994833.792739 + Penalty 2962.137719 = -991871.655021
  nChanged 1
		SP:Iteration 52Q (163062.860000 sec): 3 clusters
  Score: Raw -994833.940076 + Penalty 2962.137719 = -991871.802358
  nChanged 0
		SP:Iteration 53F (163063.060000 sec): 3 clusters
  Score: Raw -994833.940076 + Penalty 2962.137719 = -991871.802358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 51 (11984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163063.170000 sec): 2 clusters
  Score: Raw -1204300.229091 + Penalty 1526.090752 = -1202774.138338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163063.430000 sec): 3 clusters
  Score: Raw -1197479.261642 + Penalty 3052.181504 = -1194427.080138
  nChanged 5262
		SP:Iteration 1F (163063.670000 sec): 3 clusters
  Score: Raw -1200664.505360 + Penalty 3052.181504 = -1197612.323855
  nChanged 901
		SP:Iteration 2F (163063.890000 sec): 3 clusters
  Score: Raw -1201244.380927 + Penalty 3052.181504 = -1198192.199423
  nChanged 853
		SP:Iteration 3F (163064.140000 sec): 3 clusters
  Score: Raw -1201811.540384 + Penalty 3052.181504 = -1198759.358880
  nChanged 755
		SP:Iteration 4F (163064.390000 sec): 3 clusters
  Score: Raw -1202303.953052 + Penalty 3052.181504 = -1199251.771547
  nChanged 612
		SP:Iteration 5F (163064.660000 sec): 3 clusters
  Score: Raw -1202621.648271 + Penalty 3052.181504 = -1199569.466767
  nChanged 504
		SP:Iteration 6Q (163064.880000 sec): 3 clusters
  Score: Raw -1202858.714680 + Penalty 3052.181504 = -1199806.533176
  nChanged 404
		SP:Iteration 7Q (163065.150000 sec): 3 clusters
  Score: Raw -1203049.777086 + Penalty 3052.181504 = -1199997.595582
  nChanged 412
		SP:Iteration 8Q (163065.360000 sec): 3 clusters
  Score: Raw -1203252.333311 + Penalty 3052.181504 = -1200200.151806
  nChanged 359
		SP:Iteration 9Q (163065.540000 sec): 3 clusters
  Score: Raw -1203435.433341 + Penalty 3052.181504 = -1200383.251837
  nChanged 328
		SP:Iteration 10Q (163065.770000 sec): 3 clusters
  Score: Raw -1203602.139966 + Penalty 3052.181504 = -1200549.958462
  nChanged 298
		SP:Iteration 11Q (163065.960000 sec): 3 clusters
  Score: Raw -1203754.086554 + Penalty 3052.181504 = -1200701.905050
  nChanged 276
		SP:Iteration 12Q (163066.180000 sec): 3 clusters
  Score: Raw -1203891.312085 + Penalty 3052.181504 = -1200839.130580
  nChanged 259
		SP:Iteration 13Q (163066.410000 sec): 3 clusters
  Score: Raw -1204011.887343 + Penalty 3052.181504 = -1200959.705839
  nChanged 227
		SP:Iteration 14Q (163066.600000 sec): 3 clusters
  Score: Raw -1204119.200786 + Penalty 3052.181504 = -1201067.019281
  nChanged 213
		SP:Iteration 15Q (163066.850000 sec): 3 clusters
  Score: Raw -1204212.190315 + Penalty 3052.181504 = -1201160.008811
  nChanged 169
		SP:Iteration 16Q (163067.060000 sec): 3 clusters
  Score: Raw -1204285.353185 + Penalty 3052.181504 = -1201233.171681
  nChanged 149
		SP:Iteration 17Q (163067.310000 sec): 3 clusters
  Score: Raw -1204351.359028 + Penalty 3052.181504 = -1201299.177524
  nChanged 123
		SP:Iteration 18Q (163067.530000 sec): 3 clusters
  Score: Raw -1204404.088155 + Penalty 3052.181504 = -1201351.906651
  nChanged 109
		SP:Iteration 19Q (163067.760000 sec): 3 clusters
  Score: Raw -1204460.414809 + Penalty 3052.181504 = -1201408.233304
  nChanged 90
		SP:Iteration 20F (163067.980000 sec): 3 clusters
  Score: Raw -1204496.864622 + Penalty 3052.181504 = -1201444.683118
  nChanged 89
		SP:Iteration 21Q (163068.220000 sec): 3 clusters
  Score: Raw -1204543.155682 + Penalty 3052.181504 = -1201490.974178
  nChanged 84
		SP:Iteration 22Q (163068.410000 sec): 3 clusters
  Score: Raw -1204596.223366 + Penalty 3052.181504 = -1201544.041861
  nChanged 73
		SP:Iteration 23Q (163068.650000 sec): 3 clusters
  Score: Raw -1204637.137985 + Penalty 3052.181504 = -1201584.956481
  nChanged 56
		SP:Iteration 24Q (163068.840000 sec): 3 clusters
  Score: Raw -1204664.690409 + Penalty 3052.181504 = -1201612.508904
  nChanged 45
		SP:Iteration 25Q (163069.040000 sec): 3 clusters
  Score: Raw -1204681.395064 + Penalty 3052.181504 = -1201629.213559
  nChanged 32
		SP:Iteration 26Q (163069.270000 sec): 3 clusters
  Score: Raw -1204694.587064 + Penalty 3052.181504 = -1201642.405559
  nChanged 31
		SP:Iteration 27Q (163069.530000 sec): 3 clusters
  Score: Raw -1204704.771979 + Penalty 3052.181504 = -1201652.590475
  nChanged 27
		SP:Iteration 28Q (163069.730000 sec): 3 clusters
  Score: Raw -1204715.535333 + Penalty 3052.181504 = -1201663.353828
  nChanged 20
		SP:Iteration 29Q (163069.980000 sec): 3 clusters
  Score: Raw -1204721.555049 + Penalty 3052.181504 = -1201669.373544
  nChanged 17
		SP:Iteration 30Q (163070.210000 sec): 3 clusters
  Score: Raw -1204726.845852 + Penalty 3052.181504 = -1201674.664348
  nChanged 15
		SP:Iteration 31Q (163070.430000 sec): 3 clusters
  Score: Raw -1204731.985819 + Penalty 3052.181504 = -1201679.804315
  nChanged 14
		SP:Iteration 32Q (163070.610000 sec): 3 clusters
  Score: Raw -1204736.483765 + Penalty 3052.181504 = -1201684.302260
  nChanged 11
		SP:Iteration 33Q (163070.810000 sec): 3 clusters
  Score: Raw -1204740.024362 + Penalty 3052.181504 = -1201687.842858
  nChanged 9
		SP:Iteration 34Q (163071.060000 sec): 3 clusters
  Score: Raw -1204743.976291 + Penalty 3052.181504 = -1201691.794787
  nChanged 11
		SP:Iteration 35Q (163071.250000 sec): 3 clusters
  Score: Raw -1204748.302510 + Penalty 3052.181504 = -1201696.121006
  nChanged 11
		SP:Iteration 36Q (163071.470000 sec): 3 clusters
  Score: Raw -1204751.853881 + Penalty 3052.181504 = -1201699.672377
  nChanged 14
		SP:Iteration 37Q (163071.710000 sec): 3 clusters
  Score: Raw -1204756.167544 + Penalty 3052.181504 = -1201703.986039
  nChanged 12
		SP:Iteration 38Q (163071.900000 sec): 3 clusters
  Score: Raw -1204759.109192 + Penalty 3052.181504 = -1201706.927687
  nChanged 9
		SP:Iteration 39Q (163072.160000 sec): 3 clusters
  Score: Raw -1204761.400076 + Penalty 3052.181504 = -1201709.218572
  nChanged 6
		SP:Iteration 40F (163072.400000 sec): 3 clusters
  Score: Raw -1204762.720863 + Penalty 3052.181504 = -1201710.539359
  nChanged 6
		SP:Iteration 41Q (163072.550000 sec): 3 clusters
  Score: Raw -1204764.851438 + Penalty 3052.181504 = -1201712.669934
  nChanged 5
		SP:Iteration 42Q (163072.740000 sec): 3 clusters
  Score: Raw -1204765.932647 + Penalty 3052.181504 = -1201713.751143
  nChanged 3
		SP:Iteration 43Q (163072.960000 sec): 3 clusters
  Score: Raw -1204767.023190 + Penalty 3052.181504 = -1201714.841685
  nChanged 4
		SP:Iteration 44Q (163073.200000 sec): 3 clusters
  Score: Raw -1204768.322813 + Penalty 3052.181504 = -1201716.141309
  nChanged 3
		SP:Iteration 45Q (163073.440000 sec): 3 clusters
  Score: Raw -1204769.205947 + Penalty 3052.181504 = -1201717.024443
  nChanged 0
		SP:Iteration 46F (163073.640000 sec): 3 clusters
  Score: Raw -1204769.205947 + Penalty 3052.181504 = -1201717.024443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 52 (9474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163073.780000 sec): 2 clusters
  Score: Raw -1054382.025306 + Penalty 1487.899804 = -1052894.125502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163074.000000 sec): 3 clusters
  Score: Raw -1049038.298940 + Penalty 2975.799607 = -1046062.499333
  nChanged 4068
		SP:Iteration 1F (163074.180000 sec): 3 clusters
  Score: Raw -1051202.551050 + Penalty 2975.799607 = -1048226.751443
  nChanged 534
		SP:Iteration 2F (163074.380000 sec): 3 clusters
  Score: Raw -1051432.006005 + Penalty 2975.799607 = -1048456.206398
  nChanged 458
		SP:Iteration 3Q (163074.620000 sec): 3 clusters
  Score: Raw -1051613.987530 + Penalty 2975.799607 = -1048638.187923
  nChanged 376
		SP:Iteration 4Q (163074.830000 sec): 3 clusters
  Score: Raw -1051746.444564 + Penalty 2975.799607 = -1048770.644957
  nChanged 315
		SP:Iteration 5Q (163075.080000 sec): 3 clusters
  Score: Raw -1051858.713607 + Penalty 2975.799607 = -1048882.914000
  nChanged 309
		SP:Iteration 6Q (163075.250000 sec): 3 clusters
  Score: Raw -1051965.672763 + Penalty 2975.799607 = -1048989.873156
  nChanged 294
		SP:Iteration 7Q (163075.430000 sec): 3 clusters
  Score: Raw -1052077.785169 + Penalty 2975.799607 = -1049101.985562
  nChanged 294
		SP:Iteration 8Q (163075.690000 sec): 3 clusters
  Score: Raw -1052202.198277 + Penalty 2975.799607 = -1049226.398670
  nChanged 295
		SP:Iteration 9Q (163075.900000 sec): 3 clusters
  Score: Raw -1052320.377367 + Penalty 2975.799607 = -1049344.577760
  nChanged 294
		SP:Iteration 10Q (163076.100000 sec): 3 clusters
  Score: Raw -1052450.972302 + Penalty 2975.799607 = -1049475.172695
  nChanged 332
		SP:Iteration 11Q (163076.300000 sec): 3 clusters
  Score: Raw -1052614.129136 + Penalty 2975.799607 = -1049638.329529
  nChanged 325
		SP:Iteration 12Q (163076.510000 sec): 3 clusters
  Score: Raw -1052763.713271 + Penalty 2975.799607 = -1049787.913663
  nChanged 295
		SP:Iteration 13Q (163076.740000 sec): 3 clusters
  Score: Raw -1052923.006349 + Penalty 2975.799607 = -1049947.206742
  nChanged 332
		SP:Iteration 14Q (163076.980000 sec): 3 clusters
  Score: Raw -1053107.304572 + Penalty 2975.799607 = -1050131.504965
  nChanged 320
		SP:Iteration 15Q (163077.230000 sec): 3 clusters
  Score: Raw -1053276.937108 + Penalty 2975.799607 = -1050301.137500
  nChanged 294
		SP:Iteration 16Q (163077.460000 sec): 3 clusters
  Score: Raw -1053424.157405 + Penalty 2975.799607 = -1050448.357798
  nChanged 265
		SP:Iteration 17Q (163077.640000 sec): 3 clusters
  Score: Raw -1053553.447668 + Penalty 2975.799607 = -1050577.648061
  nChanged 206
		SP:Iteration 18Q (163077.880000 sec): 3 clusters
  Score: Raw -1053626.134360 + Penalty 2975.799607 = -1050650.334753
  nChanged 149
		SP:Iteration 19Q (163078.080000 sec): 3 clusters
  Score: Raw -1053673.525687 + Penalty 2975.799607 = -1050697.726080
  nChanged 118
		SP:Iteration 20F (163078.290000 sec): 3 clusters
  Score: Raw -1053704.498370 + Penalty 2975.799607 = -1050728.698763
  nChanged 95
		SP:Iteration 21Q (163078.490000 sec): 3 clusters
  Score: Raw -1053723.321771 + Penalty 2975.799607 = -1050747.522163
  nChanged 67
		SP:Iteration 22Q (163078.730000 sec): 3 clusters
  Score: Raw -1053736.955560 + Penalty 2975.799607 = -1050761.155953
  nChanged 58
		SP:Iteration 23Q (163078.940000 sec): 3 clusters
  Score: Raw -1053749.902258 + Penalty 2975.799607 = -1050774.102651
  nChanged 47
		SP:Iteration 24Q (163079.190000 sec): 3 clusters
  Score: Raw -1053761.165889 + Penalty 2975.799607 = -1050785.366282
  nChanged 50
		SP:Iteration 25Q (163079.410000 sec): 3 clusters
  Score: Raw -1053770.189322 + Penalty 2975.799607 = -1050794.389715
  nChanged 36
		SP:Iteration 26Q (163079.640000 sec): 3 clusters
  Score: Raw -1053775.549638 + Penalty 2975.799607 = -1050799.750031
  nChanged 27
		SP:Iteration 27Q (163079.860000 sec): 3 clusters
  Score: Raw -1053779.250020 + Penalty 2975.799607 = -1050803.450413
  nChanged 22
		SP:Iteration 28Q (163080.060000 sec): 3 clusters
  Score: Raw -1053783.005134 + Penalty 2975.799607 = -1050807.205527
  nChanged 22
		SP:Iteration 29Q (163080.280000 sec): 3 clusters
  Score: Raw -1053785.517322 + Penalty 2975.799607 = -1050809.717715
  nChanged 19
		SP:Iteration 30Q (163080.510000 sec): 3 clusters
  Score: Raw -1053787.524723 + Penalty 2975.799607 = -1050811.725116
  nChanged 16
		SP:Iteration 31Q (163080.700000 sec): 3 clusters
  Score: Raw -1053789.355236 + Penalty 2975.799607 = -1050813.555628
  nChanged 12
		SP:Iteration 32Q (163080.900000 sec): 3 clusters
  Score: Raw -1053790.269851 + Penalty 2975.799607 = -1050814.470244
  nChanged 4
		SP:Iteration 33Q (163081.120000 sec): 3 clusters
  Score: Raw -1053790.623305 + Penalty 2975.799607 = -1050814.823698
  nChanged 1
		SP:Iteration 34Q (163081.350000 sec): 3 clusters
  Score: Raw -1053790.680414 + Penalty 2975.799607 = -1050814.880807
  nChanged 2
		SP:Iteration 35Q (163081.540000 sec): 3 clusters
  Score: Raw -1053790.806179 + Penalty 2975.799607 = -1050815.006572
  nChanged 0
		SP:Iteration 36F (163081.780000 sec): 3 clusters
  Score: Raw -1053790.806179 + Penalty 2975.799607 = -1050815.006572
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 53 (1766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163081.860000 sec): 2 clusters
  Score: Raw -181130.997693 + Penalty 1214.926762 = -179916.070931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163082.020000 sec): 3 clusters
  Score: Raw -180432.804106 + Penalty 2429.853524 = -178002.950582
  nChanged 619
		SP:Iteration 1F (163082.200000 sec): 3 clusters
  Score: Raw -180852.604312 + Penalty 2429.853524 = -178422.750788
  nChanged 172
		SP:Iteration 2F (163082.370000 sec): 3 clusters
  Score: Raw -181026.367400 + Penalty 2429.853524 = -178596.513876
  nChanged 115
		SP:Iteration 3F (163082.540000 sec): 3 clusters
  Score: Raw -181154.566342 + Penalty 2429.853524 = -178724.712818
  nChanged 99
		SP:Iteration 4F (163082.740000 sec): 3 clusters
  Score: Raw -181241.878231 + Penalty 2429.853524 = -178812.024707
  nChanged 54
		SP:Iteration 5Q (163082.900000 sec): 3 clusters
  Score: Raw -181278.927115 + Penalty 2429.853524 = -178849.073591
  nChanged 41
		SP:Iteration 6Q (163083.070000 sec): 3 clusters
  Score: Raw -181311.998628 + Penalty 2429.853524 = -178882.145104
  nChanged 29
		SP:Iteration 7Q (163083.290000 sec): 3 clusters
  Score: Raw -181333.856673 + Penalty 2429.853524 = -178904.003149
  nChanged 25
		SP:Iteration 8Q (163083.430000 sec): 3 clusters
  Score: Raw -181352.376562 + Penalty 2429.853524 = -178922.523038
  nChanged 18
		SP:Iteration 9Q (163083.600000 sec): 3 clusters
  Score: Raw -181365.400996 + Penalty 2429.853524 = -178935.547472
  nChanged 11
		SP:Iteration 10Q (163083.830000 sec): 3 clusters
  Score: Raw -181372.610631 + Penalty 2429.853524 = -178942.757107
  nChanged 10
		SP:Iteration 11Q (163084.000000 sec): 3 clusters
  Score: Raw -181378.778444 + Penalty 2429.853524 = -178948.924920
  nChanged 4
		SP:Iteration 12Q (163084.130000 sec): 3 clusters
  Score: Raw -181379.949273 + Penalty 2429.853524 = -178950.095749
  nChanged 1
		SP:Iteration 13Q (163084.310000 sec): 3 clusters
  Score: Raw -181380.265307 + Penalty 2429.853524 = -178950.411783
  nChanged 1
		SP:Iteration 14Q (163084.520000 sec): 3 clusters
  Score: Raw -181381.049252 + Penalty 2429.853524 = -178951.195728
  nChanged 4
		SP:Iteration 15Q (163084.700000 sec): 3 clusters
  Score: Raw -181382.946632 + Penalty 2429.853524 = -178953.093108
  nChanged 3
		SP:Iteration 16Q (163084.880000 sec): 3 clusters
  Score: Raw -181384.134962 + Penalty 2429.853524 = -178954.281438
  nChanged 3
		SP:Iteration 17Q (163085.040000 sec): 3 clusters
  Score: Raw -181386.512395 + Penalty 2429.853524 = -178956.658871
  nChanged 2
		SP:Iteration 18Q (163085.220000 sec): 3 clusters
  Score: Raw -181387.232699 + Penalty 2429.853524 = -178957.379175
  nChanged 2
		SP:Iteration 19Q (163085.400000 sec): 3 clusters
  Score: Raw -181388.622385 + Penalty 2429.853524 = -178958.768861
  nChanged 2
		SP:Iteration 20F (163085.630000 sec): 3 clusters
  Score: Raw -181389.588488 + Penalty 2429.853524 = -178959.734964
  nChanged 1
		SP:Iteration 21Q (163085.770000 sec): 3 clusters
  Score: Raw -181389.794758 + Penalty 2429.853524 = -178959.941234
  nChanged 0
		SP:Iteration 22F (163085.940000 sec): 3 clusters
  Score: Raw -181389.794758 + Penalty 2429.853524 = -178959.941234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 54 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163086.020000 sec): 2 clusters
  Score: Raw -57515.501235 + Penalty 1015.306967 = -56500.194267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163086.210000 sec): 3 clusters
  Score: Raw -57469.270766 + Penalty 2030.613934 = -55438.656832
  nChanged 126
		SP:Iteration 1F (163086.400000 sec): 3 clusters
  Score: Raw -57641.121595 + Penalty 2030.613934 = -55610.507661
  nChanged 26
		SP:Iteration 2F (163086.580000 sec): 3 clusters
  Score: Raw -57673.849181 + Penalty 2030.613934 = -55643.235247
  nChanged 9
		SP:Iteration 3Q (163086.780000 sec): 3 clusters
  Score: Raw -57685.234712 + Penalty 2030.613934 = -55654.620778
  nChanged 6
		SP:Iteration 4Q (163086.940000 sec): 3 clusters
  Score: Raw -57696.832943 + Penalty 2030.613934 = -55666.219009
  nChanged 6
		SP:Iteration 5Q (163087.150000 sec): 3 clusters
  Score: Raw -57703.781259 + Penalty 2030.613934 = -55673.167325
  nChanged 1
		SP:Iteration 6Q (163087.350000 sec): 3 clusters
  Score: Raw -57707.794282 + Penalty 2030.613934 = -55677.180348
  nChanged 1
		SP:Iteration 7Q (163087.530000 sec): 3 clusters
  Score: Raw -57709.392802 + Penalty 2030.613934 = -55678.778868
  nChanged 1
		SP:Iteration 8Q (163087.690000 sec): 3 clusters
  Score: Raw -57710.127111 + Penalty 2030.613934 = -55679.513177
  nChanged 0
		SP:Iteration 9F (163087.890000 sec): 3 clusters
  Score: Raw -57710.127111 + Penalty 2030.613934 = -55679.513177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 55 (7785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163087.990000 sec): 2 clusters
  Score: Raw -861880.482445 + Penalty 1455.992539 = -860424.489907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163088.240000 sec): 3 clusters
  Score: Raw -857579.623645 + Penalty 2911.985077 = -854667.638568
  nChanged 3282
		SP:Iteration 1F (163088.410000 sec): 3 clusters
  Score: Raw -859355.402869 + Penalty 2911.985077 = -856443.417792
  nChanged 487
		SP:Iteration 2F (163088.600000 sec): 3 clusters
  Score: Raw -859571.294684 + Penalty 2911.985077 = -856659.309607
  nChanged 379
		SP:Iteration 3Q (163088.810000 sec): 3 clusters
  Score: Raw -859734.854815 + Penalty 2911.985077 = -856822.869738
  nChanged 318
		SP:Iteration 4Q (163089.020000 sec): 3 clusters
  Score: Raw -859870.496534 + Penalty 2911.985077 = -856958.511456
  nChanged 299
		SP:Iteration 5Q (163089.260000 sec): 3 clusters
  Score: Raw -860004.063504 + Penalty 2911.985077 = -857092.078426
  nChanged 285
		SP:Iteration 6Q (163089.440000 sec): 3 clusters
  Score: Raw -860145.527733 + Penalty 2911.985077 = -857233.542656
  nChanged 316
		SP:Iteration 7Q (163089.670000 sec): 3 clusters
  Score: Raw -860320.571838 + Penalty 2911.985077 = -857408.586761
  nChanged 348
		SP:Iteration 8Q (163089.870000 sec): 3 clusters
  Score: Raw -860542.901650 + Penalty 2911.985077 = -857630.916572
  nChanged 343
		SP:Iteration 9Q (163090.070000 sec): 3 clusters
  Score: Raw -860778.595831 + Penalty 2911.985077 = -857866.610754
  nChanged 344
		SP:Iteration 10Q (163090.290000 sec): 3 clusters
  Score: Raw -861035.675139 + Penalty 2911.985077 = -858123.690062
  nChanged 313
		SP:Iteration 11Q (163090.480000 sec): 3 clusters
  Score: Raw -861279.690916 + Penalty 2911.985077 = -858367.705839
  nChanged 258
		SP:Iteration 12Q (163090.690000 sec): 3 clusters
  Score: Raw -861485.037007 + Penalty 2911.985077 = -858573.051929
  nChanged 197
		SP:Iteration 13Q (163090.910000 sec): 3 clusters
  Score: Raw -861651.485335 + Penalty 2911.985077 = -858739.500257
  nChanged 141
		SP:Iteration 14Q (163091.100000 sec): 3 clusters
  Score: Raw -861782.673295 + Penalty 2911.985077 = -858870.688217
  nChanged 106
		SP:Iteration 15Q (163091.290000 sec): 3 clusters
  Score: Raw -861880.536270 + Penalty 2911.985077 = -858968.551193
  nChanged 69
		SP:Iteration 16Q (163091.510000 sec): 3 clusters
  Score: Raw -861948.583224 + Penalty 2911.985077 = -859036.598147
  nChanged 51
		SP:Iteration 17Q (163091.710000 sec): 3 clusters
  Score: Raw -862003.951132 + Penalty 2911.985077 = -859091.966055
  nChanged 28
		SP:Iteration 18Q (163091.910000 sec): 3 clusters
  Score: Raw -862034.116530 + Penalty 2911.985077 = -859122.131452
  nChanged 24
		SP:Iteration 19Q (163092.110000 sec): 3 clusters
  Score: Raw -862059.466798 + Penalty 2911.985077 = -859147.481721
  nChanged 13
		SP:Iteration 20F (163092.320000 sec): 3 clusters
  Score: Raw -862068.807032 + Penalty 2911.985077 = -859156.821954
  nChanged 7
		SP:Iteration 21Q (163092.480000 sec): 3 clusters
  Score: Raw -862074.825863 + Penalty 2911.985077 = -859162.840786
  nChanged 7
		SP:Iteration 22Q (163092.700000 sec): 3 clusters
  Score: Raw -862079.600412 + Penalty 2911.985077 = -859167.615334
  nChanged 7
		SP:Iteration 23Q (163092.900000 sec): 3 clusters
  Score: Raw -862086.962014 + Penalty 2911.985077 = -859174.976937
  nChanged 5
		SP:Iteration 24Q (163093.090000 sec): 3 clusters
  Score: Raw -862090.386604 + Penalty 2911.985077 = -859178.401527
  nChanged 5
		SP:Iteration 25Q (163093.270000 sec): 3 clusters
  Score: Raw -862097.849325 + Penalty 2911.985077 = -859185.864248
  nChanged 9
		SP:Iteration 26Q (163093.480000 sec): 3 clusters
  Score: Raw -862107.222818 + Penalty 2911.985077 = -859195.237740
  nChanged 9
		SP:Iteration 27Q (163093.710000 sec): 3 clusters
  Score: Raw -862113.349817 + Penalty 2911.985077 = -859201.364740
  nChanged 6
		SP:Iteration 28Q (163093.910000 sec): 3 clusters
  Score: Raw -862116.016132 + Penalty 2911.985077 = -859204.031055
  nChanged 1
		SP:Iteration 29Q (163094.100000 sec): 3 clusters
  Score: Raw -862116.788433 + Penalty 2911.985077 = -859204.803356
  nChanged 1
		SP:Iteration 30Q (163094.310000 sec): 3 clusters
  Score: Raw -862118.181748 + Penalty 2911.985077 = -859206.196671
  nChanged 1
		SP:Iteration 31Q (163094.510000 sec): 3 clusters
  Score: Raw -862119.361691 + Penalty 2911.985077 = -859207.376613
  nChanged 1
		SP:Iteration 32Q (163094.670000 sec): 3 clusters
  Score: Raw -862122.232873 + Penalty 2911.985077 = -859210.247795
  nChanged 5
		SP:Iteration 33Q (163094.890000 sec): 3 clusters
  Score: Raw -862128.372326 + Penalty 2911.985077 = -859216.387248
  nChanged 2
		SP:Iteration 34Q (163095.080000 sec): 3 clusters
  Score: Raw -862129.415983 + Penalty 2911.985077 = -859217.430906
  nChanged 1
		SP:Iteration 35Q (163095.270000 sec): 3 clusters
  Score: Raw -862129.849402 + Penalty 2911.985077 = -859217.864324
  nChanged 0
		SP:Iteration 36F (163095.490000 sec): 3 clusters
  Score: Raw -862129.849402 + Penalty 2911.985077 = -859217.864324
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 56 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163095.610000 sec): 2 clusters
  Score: Raw -30872.041244 + Penalty 940.370824 = -29931.670419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163095.760000 sec): 3 clusters
  Score: Raw -30928.448586 + Penalty 1880.741649 = -29047.706937
  nChanged 60
		SP:Iteration 1F (163095.920000 sec): 3 clusters
  Score: Raw -31037.522421 + Penalty 1880.741649 = -29156.780772
  nChanged 9
		SP:Iteration 2Q (163096.060000 sec): 3 clusters
  Score: Raw -31053.035303 + Penalty 1880.741649 = -29172.293654
  nChanged 7
		SP:Iteration 3Q (163096.250000 sec): 3 clusters
  Score: Raw -31071.602516 + Penalty 1880.741649 = -29190.860867
  nChanged 3
		SP:Iteration 4Q (163096.410000 sec): 3 clusters
  Score: Raw -31078.407572 + Penalty 1880.741649 = -29197.665923
  nChanged 1
		SP:Iteration 5Q (163096.610000 sec): 3 clusters
  Score: Raw -31079.454414 + Penalty 1880.741649 = -29198.712765
  nChanged 1
		SP:Iteration 6Q (163096.790000 sec): 3 clusters
  Score: Raw -31083.317109 + Penalty 1880.741649 = -29202.575460
  nChanged 1
		SP:Iteration 7Q (163096.930000 sec): 3 clusters
  Score: Raw -31089.732008 + Penalty 1880.741649 = -29208.990359
  nChanged 1
		SP:Iteration 8Q (163097.100000 sec): 3 clusters
  Score: Raw -31091.004618 + Penalty 1880.741649 = -29210.262969
  nChanged 0
		SP:Iteration 9F (163097.320000 sec): 3 clusters
  Score: Raw -31091.004618 + Penalty 1880.741649 = -29210.262969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 57 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163097.400000 sec): 2 clusters
  Score: Raw -310526.632895 + Penalty 1291.555198 = -309235.077696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163097.580000 sec): 3 clusters
  Score: Raw -309241.448195 + Penalty 2583.110397 = -306658.337798
  nChanged 1036
		SP:Iteration 1F (163097.780000 sec): 3 clusters
  Score: Raw -309856.697074 + Penalty 2583.110397 = -307273.586677
  nChanged 231
		SP:Iteration 2F (163097.960000 sec): 3 clusters
  Score: Raw -309993.686599 + Penalty 2583.110397 = -307410.576202
  nChanged 129
		SP:Iteration 3Q (163098.140000 sec): 3 clusters
  Score: Raw -310069.747736 + Penalty 2583.110397 = -307486.637339
  nChanged 118
		SP:Iteration 4Q (163098.280000 sec): 3 clusters
  Score: Raw -310135.806997 + Penalty 2583.110397 = -307552.696600
  nChanged 83
		SP:Iteration 5Q (163098.430000 sec): 3 clusters
  Score: Raw -310177.173816 + Penalty 2583.110397 = -307594.063419
  nChanged 76
		SP:Iteration 6Q (163098.650000 sec): 3 clusters
  Score: Raw -310212.785553 + Penalty 2583.110397 = -307629.675156
  nChanged 60
		SP:Iteration 7Q (163098.830000 sec): 3 clusters
  Score: Raw -310245.307440 + Penalty 2583.110397 = -307662.197044
  nChanged 74
		SP:Iteration 8Q (163099.000000 sec): 3 clusters
  Score: Raw -310291.665752 + Penalty 2583.110397 = -307708.555355
  nChanged 79
		SP:Iteration 9Q (163099.170000 sec): 3 clusters
  Score: Raw -310338.931996 + Penalty 2583.110397 = -307755.821599
  nChanged 70
		SP:Iteration 10Q (163099.350000 sec): 3 clusters
  Score: Raw -310382.922822 + Penalty 2583.110397 = -307799.812425
  nChanged 68
		SP:Iteration 11Q (163099.500000 sec): 3 clusters
  Score: Raw -310425.663057 + Penalty 2583.110397 = -307842.552660
  nChanged 60
		SP:Iteration 12Q (163099.680000 sec): 3 clusters
  Score: Raw -310457.085473 + Penalty 2583.110397 = -307873.975076
  nChanged 46
		SP:Iteration 13Q (163099.880000 sec): 3 clusters
  Score: Raw -310480.541520 + Penalty 2583.110397 = -307897.431123
  nChanged 39
		SP:Iteration 14Q (163100.060000 sec): 3 clusters
  Score: Raw -310502.099877 + Penalty 2583.110397 = -307918.989480
  nChanged 38
		SP:Iteration 15Q (163100.250000 sec): 3 clusters
  Score: Raw -310523.150335 + Penalty 2583.110397 = -307940.039938
  nChanged 40
		SP:Iteration 16Q (163100.470000 sec): 3 clusters
  Score: Raw -310543.882189 + Penalty 2583.110397 = -307960.771792
  nChanged 41
		SP:Iteration 17Q (163100.610000 sec): 3 clusters
  Score: Raw -310566.542912 + Penalty 2583.110397 = -307983.432516
  nChanged 34
		SP:Iteration 18Q (163100.790000 sec): 3 clusters
  Score: Raw -310586.399378 + Penalty 2583.110397 = -308003.288981
  nChanged 27
		SP:Iteration 19Q (163101.000000 sec): 3 clusters
  Score: Raw -310603.559479 + Penalty 2583.110397 = -308020.449082
  nChanged 33
		SP:Iteration 20F (163101.210000 sec): 3 clusters
  Score: Raw -310624.013010 + Penalty 2583.110397 = -308040.902613
  nChanged 32
		SP:Iteration 21Q (163101.370000 sec): 3 clusters
  Score: Raw -310642.556547 + Penalty 2583.110397 = -308059.446150
  nChanged 19
		SP:Iteration 22Q (163101.540000 sec): 3 clusters
  Score: Raw -310652.832499 + Penalty 2583.110397 = -308069.722102
  nChanged 11
		SP:Iteration 23Q (163101.650000 sec): 3 clusters
  Score: Raw -310659.080834 + Penalty 2583.110397 = -308075.970437
  nChanged 13
		SP:Iteration 24Q (163101.800000 sec): 3 clusters
  Score: Raw -310665.554108 + Penalty 2583.110397 = -308082.443711
  nChanged 7
		SP:Iteration 25Q (163101.960000 sec): 3 clusters
  Score: Raw -310668.947295 + Penalty 2583.110397 = -308085.836899
  nChanged 6
		SP:Iteration 26Q (163102.120000 sec): 3 clusters
  Score: Raw -310674.924786 + Penalty 2583.110397 = -308091.814389
  nChanged 12
		SP:Iteration 27Q (163102.310000 sec): 3 clusters
  Score: Raw -310680.728711 + Penalty 2583.110397 = -308097.618314
  nChanged 6
		SP:Iteration 28Q (163102.450000 sec): 3 clusters
  Score: Raw -310682.978338 + Penalty 2583.110397 = -308099.867941
  nChanged 4
		SP:Iteration 29Q (163102.640000 sec): 3 clusters
  Score: Raw -310685.395721 + Penalty 2583.110397 = -308102.285324
  nChanged 5
		SP:Iteration 30Q (163102.820000 sec): 3 clusters
  Score: Raw -310687.233280 + Penalty 2583.110397 = -308104.122883
  nChanged 1
		SP:Iteration 31Q (163102.970000 sec): 3 clusters
  Score: Raw -310687.717021 + Penalty 2583.110397 = -308104.606624
  nChanged 0
		SP:Iteration 32F (163103.160000 sec): 3 clusters
  Score: Raw -310687.717021 + Penalty 2583.110397 = -308104.606624
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 58 (2288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163103.290000 sec): 2 clusters
  Score: Raw -234478.002207 + Penalty 1257.007920 = -233220.994287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163103.460000 sec): 3 clusters
  Score: Raw -233485.043513 + Penalty 2514.015840 = -230971.027674
  nChanged 845
		SP:Iteration 1F (163103.640000 sec): 3 clusters
  Score: Raw -234056.461333 + Penalty 2514.015840 = -231542.445494
  nChanged 174
		SP:Iteration 2F (163103.840000 sec): 3 clusters
  Score: Raw -234208.631491 + Penalty 2514.015840 = -231694.615651
  nChanged 131
		SP:Iteration 3F (163104.000000 sec): 3 clusters
  Score: Raw -234331.839560 + Penalty 2514.015840 = -231817.823720
  nChanged 103
		SP:Iteration 4Q (163104.180000 sec): 3 clusters
  Score: Raw -234429.637382 + Penalty 2514.015840 = -231915.621543
  nChanged 80
		SP:Iteration 5Q (163104.350000 sec): 3 clusters
  Score: Raw -234500.900117 + Penalty 2514.015840 = -231986.884277
  nChanged 76
		SP:Iteration 6Q (163104.540000 sec): 3 clusters
  Score: Raw -234564.503624 + Penalty 2514.015840 = -232050.487784
  nChanged 62
		SP:Iteration 7Q (163104.720000 sec): 3 clusters
  Score: Raw -234606.239717 + Penalty 2514.015840 = -232092.223877
  nChanged 42
		SP:Iteration 8Q (163104.910000 sec): 3 clusters
  Score: Raw -234640.821016 + Penalty 2514.015840 = -232126.805177
  nChanged 38
		SP:Iteration 9Q (163105.110000 sec): 3 clusters
  Score: Raw -234676.256479 + Penalty 2514.015840 = -232162.240640
  nChanged 43
		SP:Iteration 10Q (163105.280000 sec): 3 clusters
  Score: Raw -234710.514223 + Penalty 2514.015840 = -232196.498384
  nChanged 46
		SP:Iteration 11Q (163105.440000 sec): 3 clusters
  Score: Raw -234744.499829 + Penalty 2514.015840 = -232230.483989
  nChanged 46
		SP:Iteration 12Q (163105.610000 sec): 3 clusters
  Score: Raw -234780.275531 + Penalty 2514.015840 = -232266.259692
  nChanged 43
		SP:Iteration 13Q (163105.770000 sec): 3 clusters
  Score: Raw -234816.254339 + Penalty 2514.015840 = -232302.238499
  nChanged 40
		SP:Iteration 14Q (163105.910000 sec): 3 clusters
  Score: Raw -234845.997643 + Penalty 2514.015840 = -232331.981804
  nChanged 38
		SP:Iteration 15Q (163106.070000 sec): 3 clusters
  Score: Raw -234869.766022 + Penalty 2514.015840 = -232355.750182
  nChanged 31
		SP:Iteration 16Q (163106.190000 sec): 3 clusters
  Score: Raw -234891.921611 + Penalty 2514.015840 = -232377.905772
  nChanged 28
		SP:Iteration 17Q (163106.360000 sec): 3 clusters
  Score: Raw -234909.443830 + Penalty 2514.015840 = -232395.427990
  nChanged 25
		SP:Iteration 18Q (163106.530000 sec): 3 clusters
  Score: Raw -234922.800386 + Penalty 2514.015840 = -232408.784546
  nChanged 16
		SP:Iteration 19Q (163106.710000 sec): 3 clusters
  Score: Raw -234931.025883 + Penalty 2514.015840 = -232417.010043
  nChanged 18
		SP:Iteration 20F (163106.870000 sec): 3 clusters
  Score: Raw -234942.241990 + Penalty 2514.015840 = -232428.226150
  nChanged 18
		SP:Iteration 21Q (163107.000000 sec): 3 clusters
  Score: Raw -234953.678041 + Penalty 2514.015840 = -232439.662201
  nChanged 16
		SP:Iteration 22Q (163107.150000 sec): 3 clusters
  Score: Raw -234968.086217 + Penalty 2514.015840 = -232454.070377
  nChanged 18
		SP:Iteration 23Q (163107.340000 sec): 3 clusters
  Score: Raw -234988.462909 + Penalty 2514.015840 = -232474.447069
  nChanged 21
		SP:Iteration 24Q (163107.500000 sec): 3 clusters
  Score: Raw -235003.545130 + Penalty 2514.015840 = -232489.529290
  nChanged 22
		SP:Iteration 25Q (163107.700000 sec): 3 clusters
  Score: Raw -235017.530654 + Penalty 2514.015840 = -232503.514814
  nChanged 21
		SP:Iteration 26Q (163107.910000 sec): 3 clusters
  Score: Raw -235030.971991 + Penalty 2514.015840 = -232516.956151
  nChanged 18
		SP:Iteration 27Q (163108.110000 sec): 3 clusters
  Score: Raw -235040.369056 + Penalty 2514.015840 = -232526.353216
  nChanged 12
		SP:Iteration 28Q (163108.290000 sec): 3 clusters
  Score: Raw -235046.179087 + Penalty 2514.015840 = -232532.163248
  nChanged 11
		SP:Iteration 29Q (163108.440000 sec): 3 clusters
  Score: Raw -235052.188533 + Penalty 2514.015840 = -232538.172693
  nChanged 8
		SP:Iteration 30Q (163108.620000 sec): 3 clusters
  Score: Raw -235055.306555 + Penalty 2514.015840 = -232541.290715
  nChanged 5
		SP:Iteration 31Q (163108.820000 sec): 3 clusters
  Score: Raw -235062.673514 + Penalty 2514.015840 = -232548.657674
  nChanged 8
		SP:Iteration 32Q (163108.980000 sec): 3 clusters
  Score: Raw -235065.742854 + Penalty 2514.015840 = -232551.727014
  nChanged 3
		SP:Iteration 33Q (163109.150000 sec): 3 clusters
  Score: Raw -235066.492687 + Penalty 2514.015840 = -232552.476848
  nChanged 1
		SP:Iteration 34Q (163109.340000 sec): 3 clusters
  Score: Raw -235066.648903 + Penalty 2514.015840 = -232552.633063
  nChanged 0
		SP:Iteration 35F (163109.530000 sec): 3 clusters
  Score: Raw -235066.648903 + Penalty 2514.015840 = -232552.633063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 59 (3935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163109.600000 sec): 2 clusters
  Score: Raw -410986.894275 + Penalty 1345.120751 = -409641.773523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163109.740000 sec): 3 clusters
  Score: Raw -409076.134883 + Penalty 2690.241502 = -406385.893381
  nChanged 1562
		SP:Iteration 1F (163109.920000 sec): 3 clusters
  Score: Raw -409965.588963 + Penalty 2690.241502 = -407275.347461
  nChanged 301
		SP:Iteration 2F (163110.140000 sec): 3 clusters
  Score: Raw -410148.919309 + Penalty 2690.241502 = -407458.677807
  nChanged 213
		SP:Iteration 3F (163110.300000 sec): 3 clusters
  Score: Raw -410280.669770 + Penalty 2690.241502 = -407590.428268
  nChanged 200
		SP:Iteration 4F (163110.430000 sec): 3 clusters
  Score: Raw -410429.792592 + Penalty 2690.241502 = -407739.551090
  nChanged 195
		SP:Iteration 5Q (163110.610000 sec): 3 clusters
  Score: Raw -410582.699673 + Penalty 2690.241502 = -407892.458170
  nChanged 194
		SP:Iteration 6Q (163110.810000 sec): 3 clusters
  Score: Raw -410732.615946 + Penalty 2690.241502 = -408042.374443
  nChanged 159
		SP:Iteration 7Q (163111.020000 sec): 3 clusters
  Score: Raw -410837.809655 + Penalty 2690.241502 = -408147.568153
  nChanged 140
		SP:Iteration 8Q (163111.160000 sec): 3 clusters
  Score: Raw -410930.559589 + Penalty 2690.241502 = -408240.318086
  nChanged 120
		SP:Iteration 9Q (163111.340000 sec): 3 clusters
  Score: Raw -411010.104956 + Penalty 2690.241502 = -408319.863453
  nChanged 96
		SP:Iteration 10Q (163111.520000 sec): 3 clusters
  Score: Raw -411069.344004 + Penalty 2690.241502 = -408379.102502
  nChanged 82
		SP:Iteration 11Q (163111.700000 sec): 3 clusters
  Score: Raw -411115.000989 + Penalty 2690.241502 = -408424.759487
  nChanged 69
		SP:Iteration 12Q (163111.890000 sec): 3 clusters
  Score: Raw -411167.773334 + Penalty 2690.241502 = -408477.531832
  nChanged 74
		SP:Iteration 13Q (163112.130000 sec): 3 clusters
  Score: Raw -411224.650226 + Penalty 2690.241502 = -408534.408723
  nChanged 58
		SP:Iteration 14Q (163112.290000 sec): 3 clusters
  Score: Raw -411267.492989 + Penalty 2690.241502 = -408577.251486
  nChanged 53
		SP:Iteration 15Q (163112.460000 sec): 3 clusters
  Score: Raw -411304.737583 + Penalty 2690.241502 = -408614.496081
  nChanged 45
		SP:Iteration 16Q (163112.610000 sec): 3 clusters
  Score: Raw -411337.073040 + Penalty 2690.241502 = -408646.831538
  nChanged 43
		SP:Iteration 17Q (163112.800000 sec): 3 clusters
  Score: Raw -411363.686394 + Penalty 2690.241502 = -408673.444892
  nChanged 34
		SP:Iteration 18Q (163112.980000 sec): 3 clusters
  Score: Raw -411382.712599 + Penalty 2690.241502 = -408692.471097
  nChanged 24
		SP:Iteration 19Q (163113.180000 sec): 3 clusters
  Score: Raw -411397.646865 + Penalty 2690.241502 = -408707.405363
  nChanged 22
		SP:Iteration 20F (163113.370000 sec): 3 clusters
  Score: Raw -411413.457170 + Penalty 2690.241502 = -408723.215668
  nChanged 24
		SP:Iteration 21Q (163113.560000 sec): 3 clusters
  Score: Raw -411428.521997 + Penalty 2690.241502 = -408738.280494
  nChanged 15
		SP:Iteration 22Q (163113.750000 sec): 3 clusters
  Score: Raw -411439.150809 + Penalty 2690.241502 = -408748.909307
  nChanged 17
		SP:Iteration 23Q (163113.910000 sec): 3 clusters
  Score: Raw -411459.720384 + Penalty 2690.241502 = -408769.478882
  nChanged 14
		SP:Iteration 24Q (163114.110000 sec): 3 clusters
  Score: Raw -411468.676733 + Penalty 2690.241502 = -408778.435231
  nChanged 16
		SP:Iteration 25Q (163114.290000 sec): 3 clusters
  Score: Raw -411482.701506 + Penalty 2690.241502 = -408792.460004
  nChanged 16
		SP:Iteration 26Q (163114.460000 sec): 3 clusters
  Score: Raw -411492.681404 + Penalty 2690.241502 = -408802.439902
  nChanged 13
		SP:Iteration 27Q (163114.640000 sec): 3 clusters
  Score: Raw -411500.650247 + Penalty 2690.241502 = -408810.408745
  nChanged 13
		SP:Iteration 28Q (163114.810000 sec): 3 clusters
  Score: Raw -411508.584474 + Penalty 2690.241502 = -408818.342972
  nChanged 7
		SP:Iteration 29Q (163114.990000 sec): 3 clusters
  Score: Raw -411512.072067 + Penalty 2690.241502 = -408821.830565
  nChanged 8
		SP:Iteration 30Q (163115.190000 sec): 3 clusters
  Score: Raw -411516.513762 + Penalty 2690.241502 = -408826.272259
  nChanged 7
		SP:Iteration 31Q (163115.360000 sec): 3 clusters
  Score: Raw -411523.298970 + Penalty 2690.241502 = -408833.057468
  nChanged 12
		SP:Iteration 32Q (163115.550000 sec): 3 clusters
  Score: Raw -411532.434907 + Penalty 2690.241502 = -408842.193405
  nChanged 15
		SP:Iteration 33Q (163115.710000 sec): 3 clusters
  Score: Raw -411539.603058 + Penalty 2690.241502 = -408849.361556
  nChanged 13
		SP:Iteration 34Q (163115.890000 sec): 3 clusters
  Score: Raw -411545.823003 + Penalty 2690.241502 = -408855.581501
  nChanged 6
		SP:Iteration 35Q (163116.070000 sec): 3 clusters
  Score: Raw -411550.625173 + Penalty 2690.241502 = -408860.383670
  nChanged 10
		SP:Iteration 36Q (163116.290000 sec): 3 clusters
  Score: Raw -411556.272936 + Penalty 2690.241502 = -408866.031434
  nChanged 4
		SP:Iteration 37Q (163116.440000 sec): 3 clusters
  Score: Raw -411558.210426 + Penalty 2690.241502 = -408867.968924
  nChanged 1
		SP:Iteration 38Q (163116.650000 sec): 3 clusters
  Score: Raw -411558.575897 + Penalty 2690.241502 = -408868.334395
  nChanged 2
		SP:Iteration 39Q (163116.850000 sec): 3 clusters
  Score: Raw -411558.908667 + Penalty 2690.241502 = -408868.667165
  nChanged 0
		SP:Iteration 40F (163117.020000 sec): 3 clusters
  Score: Raw -411558.908667 + Penalty 2690.241502 = -408868.667165
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 60 (586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163117.100000 sec): 2 clusters
  Score: Raw -64123.084916 + Penalty 1035.664466 = -63087.420450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163117.300000 sec): 3 clusters
  Score: Raw -64068.176095 + Penalty 2071.328932 = -61996.847163
  nChanged 145
		SP:Iteration 1F (163117.440000 sec): 3 clusters
  Score: Raw -64306.279786 + Penalty 2071.328932 = -62234.950854
  nChanged 54
		SP:Iteration 2F (163117.600000 sec): 3 clusters
  Score: Raw -64395.922552 + Penalty 2071.328932 = -62324.593620
  nChanged 21
		SP:Iteration 3Q (163117.760000 sec): 3 clusters
  Score: Raw -64422.467106 + Penalty 2071.328932 = -62351.138174
  nChanged 11
		SP:Iteration 4Q (163117.920000 sec): 3 clusters
  Score: Raw -64438.699225 + Penalty 2071.328932 = -62367.370294
  nChanged 7
		SP:Iteration 5Q (163118.120000 sec): 3 clusters
  Score: Raw -64450.234189 + Penalty 2071.328932 = -62378.905258
  nChanged 6
		SP:Iteration 6Q (163118.290000 sec): 3 clusters
  Score: Raw -64462.575399 + Penalty 2071.328932 = -62391.246467
  nChanged 4
		SP:Iteration 7Q (163118.470000 sec): 3 clusters
  Score: Raw -64468.023429 + Penalty 2071.328932 = -62396.694497
  nChanged 3
		SP:Iteration 8Q (163118.620000 sec): 3 clusters
  Score: Raw -64473.721143 + Penalty 2071.328932 = -62402.392211
  nChanged 4
		SP:Iteration 9Q (163118.800000 sec): 3 clusters
  Score: Raw -64478.365572 + Penalty 2071.328932 = -62407.036640
  nChanged 2
		SP:Iteration 10Q (163118.950000 sec): 3 clusters
  Score: Raw -64481.595653 + Penalty 2071.328932 = -62410.266721
  nChanged 2
		SP:Iteration 11Q (163119.130000 sec): 3 clusters
  Score: Raw -64483.881840 + Penalty 2071.328932 = -62412.552908
  nChanged 1
		SP:Iteration 12Q (163119.310000 sec): 3 clusters
  Score: Raw -64485.155144 + Penalty 2071.328932 = -62413.826212
  nChanged 0
		SP:Iteration 13F (163119.440000 sec): 3 clusters
  Score: Raw -64485.155144 + Penalty 2071.328932 = -62413.826212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 61 (2658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163119.580000 sec): 2 clusters
  Score: Raw -285834.324963 + Penalty 1281.366001 = -284552.958961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163119.780000 sec): 3 clusters
  Score: Raw -284588.148258 + Penalty 2562.732003 = -282025.416255
  nChanged 1024
		SP:Iteration 1F (163119.960000 sec): 3 clusters
  Score: Raw -285219.839183 + Penalty 2562.732003 = -282657.107180
  nChanged 232
		SP:Iteration 2F (163120.130000 sec): 3 clusters
  Score: Raw -285396.105782 + Penalty 2562.732003 = -282833.373779
  nChanged 164
		SP:Iteration 3F (163120.330000 sec): 3 clusters
  Score: Raw -285515.469553 + Penalty 2562.732003 = -282952.737550
  nChanged 128
		SP:Iteration 4Q (163120.530000 sec): 3 clusters
  Score: Raw -285598.294279 + Penalty 2562.732003 = -283035.562276
  nChanged 95
		SP:Iteration 5Q (163120.700000 sec): 3 clusters
  Score: Raw -285660.937176 + Penalty 2562.732003 = -283098.205173
  nChanged 86
		SP:Iteration 6Q (163120.880000 sec): 3 clusters
  Score: Raw -285730.446764 + Penalty 2562.732003 = -283167.714761
  nChanged 80
		SP:Iteration 7Q (163121.080000 sec): 3 clusters
  Score: Raw -285795.584158 + Penalty 2562.732003 = -283232.852155
  nChanged 79
		SP:Iteration 8Q (163121.240000 sec): 3 clusters
  Score: Raw -285864.668681 + Penalty 2562.732003 = -283301.936678
  nChanged 69
		SP:Iteration 9Q (163121.420000 sec): 3 clusters
  Score: Raw -285920.151697 + Penalty 2562.732003 = -283357.419695
  nChanged 71
		SP:Iteration 10Q (163121.620000 sec): 3 clusters
  Score: Raw -285982.720506 + Penalty 2562.732003 = -283419.988504
  nChanged 65
		SP:Iteration 11Q (163121.810000 sec): 3 clusters
  Score: Raw -286033.049243 + Penalty 2562.732003 = -283470.317240
  nChanged 54
		SP:Iteration 12Q (163121.960000 sec): 3 clusters
  Score: Raw -286072.312997 + Penalty 2562.732003 = -283509.580994
  nChanged 41
		SP:Iteration 13Q (163122.140000 sec): 3 clusters
  Score: Raw -286099.417703 + Penalty 2562.732003 = -283536.685700
  nChanged 24
		SP:Iteration 14Q (163122.320000 sec): 3 clusters
  Score: Raw -286113.712314 + Penalty 2562.732003 = -283550.980311
  nChanged 28
		SP:Iteration 15Q (163122.510000 sec): 3 clusters
  Score: Raw -286129.943478 + Penalty 2562.732003 = -283567.211475
  nChanged 19
		SP:Iteration 16Q (163122.740000 sec): 3 clusters
  Score: Raw -286141.249497 + Penalty 2562.732003 = -283578.517495
  nChanged 18
		SP:Iteration 17Q (163122.910000 sec): 3 clusters
  Score: Raw -286148.848811 + Penalty 2562.732003 = -283586.116808
  nChanged 17
		SP:Iteration 18Q (163123.080000 sec): 3 clusters
  Score: Raw -286156.553537 + Penalty 2562.732003 = -283593.821534
  nChanged 12
		SP:Iteration 19Q (163123.230000 sec): 3 clusters
  Score: Raw -286162.952224 + Penalty 2562.732003 = -283600.220221
  nChanged 12
		SP:Iteration 20F (163123.350000 sec): 3 clusters
  Score: Raw -286168.220690 + Penalty 2562.732003 = -283605.488688
  nChanged 11
		SP:Iteration 21Q (163123.540000 sec): 3 clusters
  Score: Raw -286174.409673 + Penalty 2562.732003 = -283611.677670
  nChanged 15
		SP:Iteration 22Q (163123.710000 sec): 3 clusters
  Score: Raw -286182.142923 + Penalty 2562.732003 = -283619.410920
  nChanged 10
		SP:Iteration 23Q (163123.860000 sec): 3 clusters
  Score: Raw -286185.996706 + Penalty 2562.732003 = -283623.264703
  nChanged 7
		SP:Iteration 24Q (163124.060000 sec): 3 clusters
  Score: Raw -286188.622856 + Penalty 2562.732003 = -283625.890853
  nChanged 6
		SP:Iteration 25Q (163124.240000 sec): 3 clusters
  Score: Raw -286191.503700 + Penalty 2562.732003 = -283628.771697
  nChanged 5
		SP:Iteration 26Q (163124.410000 sec): 3 clusters
  Score: Raw -286192.746941 + Penalty 2562.732003 = -283630.014938
  nChanged 3
		SP:Iteration 27Q (163124.600000 sec): 3 clusters
  Score: Raw -286193.848136 + Penalty 2562.732003 = -283631.116133
  nChanged 7
		SP:Iteration 28Q (163124.770000 sec): 3 clusters
  Score: Raw -286197.025014 + Penalty 2562.732003 = -283634.293011
  nChanged 5
		SP:Iteration 29Q (163124.970000 sec): 3 clusters
  Score: Raw -286198.570257 + Penalty 2562.732003 = -283635.838254
  nChanged 3
		SP:Iteration 30Q (163125.130000 sec): 3 clusters
  Score: Raw -286200.286910 + Penalty 2562.732003 = -283637.554907
  nChanged 1
		SP:Iteration 31Q (163125.270000 sec): 3 clusters
  Score: Raw -286200.477632 + Penalty 2562.732003 = -283637.745630
  nChanged 0
		SP:Iteration 32F (163125.400000 sec): 3 clusters
  Score: Raw -286200.477632 + Penalty 2562.732003 = -283637.745630
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 62 (8629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163125.560000 sec): 2 clusters
  Score: Raw -947839.031323 + Penalty 1472.718634 = -946366.312689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163125.760000 sec): 3 clusters
  Score: Raw -943154.955909 + Penalty 2945.437268 = -940209.518641
  nChanged 3676
		SP:Iteration 1F (163126.020000 sec): 3 clusters
  Score: Raw -945131.102418 + Penalty 2945.437268 = -942185.665150
  nChanged 576
		SP:Iteration 2F (163126.270000 sec): 3 clusters
  Score: Raw -945433.869604 + Penalty 2945.437268 = -942488.432336
  nChanged 515
		SP:Iteration 3F (163126.470000 sec): 3 clusters
  Score: Raw -945695.530040 + Penalty 2945.437268 = -942750.092771
  nChanged 452
		SP:Iteration 4F (163126.690000 sec): 3 clusters
  Score: Raw -945920.711598 + Penalty 2945.437268 = -942975.274329
  nChanged 386
		SP:Iteration 5Q (163126.920000 sec): 3 clusters
  Score: Raw -946098.969935 + Penalty 2945.437268 = -943153.532667
  nChanged 349
		SP:Iteration 6Q (163127.110000 sec): 3 clusters
  Score: Raw -946263.830393 + Penalty 2945.437268 = -943318.393124
  nChanged 326
		SP:Iteration 7Q (163127.350000 sec): 3 clusters
  Score: Raw -946441.927188 + Penalty 2945.437268 = -943496.489920
  nChanged 329
		SP:Iteration 8Q (163127.530000 sec): 3 clusters
  Score: Raw -946601.669387 + Penalty 2945.437268 = -943656.232118
  nChanged 290
		SP:Iteration 9Q (163127.720000 sec): 3 clusters
  Score: Raw -946738.449718 + Penalty 2945.437268 = -943793.012450
  nChanged 235
		SP:Iteration 10Q (163127.950000 sec): 3 clusters
  Score: Raw -946841.895245 + Penalty 2945.437268 = -943896.457977
  nChanged 209
		SP:Iteration 11Q (163128.190000 sec): 3 clusters
  Score: Raw -946941.380188 + Penalty 2945.437268 = -943995.942920
  nChanged 232
		SP:Iteration 12Q (163128.400000 sec): 3 clusters
  Score: Raw -947063.664270 + Penalty 2945.437268 = -944118.227002
  nChanged 213
		SP:Iteration 13Q (163128.620000 sec): 3 clusters
  Score: Raw -947177.912830 + Penalty 2945.437268 = -944232.475562
  nChanged 201
		SP:Iteration 14Q (163128.890000 sec): 3 clusters
  Score: Raw -947281.045686 + Penalty 2945.437268 = -944335.608418
  nChanged 161
		SP:Iteration 15Q (163129.000000 sec): 3 clusters
  Score: Raw -947361.617765 + Penalty 2945.437268 = -944416.180497
  nChanged 159
		SP:Iteration 16Q (163129.160000 sec): 3 clusters
  Score: Raw -947452.877868 + Penalty 2945.437268 = -944507.440600
  nChanged 125
		SP:Iteration 17Q (163129.380000 sec): 3 clusters
  Score: Raw -947520.742042 + Penalty 2945.437268 = -944575.304774
  nChanged 113
		SP:Iteration 18Q (163129.590000 sec): 3 clusters
  Score: Raw -947587.057030 + Penalty 2945.437268 = -944641.619762
  nChanged 96
		SP:Iteration 19Q (163129.770000 sec): 3 clusters
  Score: Raw -947647.680539 + Penalty 2945.437268 = -944702.243271
  nChanged 92
		SP:Iteration 20F (163130.010000 sec): 3 clusters
  Score: Raw -947708.851250 + Penalty 2945.437268 = -944763.413982
  nChanged 82
		SP:Iteration 21Q (163130.180000 sec): 3 clusters
  Score: Raw -947765.351044 + Penalty 2945.437268 = -944819.913775
  nChanged 84
		SP:Iteration 22Q (163130.390000 sec): 3 clusters
  Score: Raw -947828.402537 + Penalty 2945.437268 = -944882.965269
  nChanged 55
		SP:Iteration 23Q (163130.590000 sec): 3 clusters
  Score: Raw -947869.996745 + Penalty 2945.437268 = -944924.559476
  nChanged 58
		SP:Iteration 24Q (163130.790000 sec): 3 clusters
  Score: Raw -947908.891070 + Penalty 2945.437268 = -944963.453802
  nChanged 30
		SP:Iteration 25Q (163130.990000 sec): 3 clusters
  Score: Raw -947928.024703 + Penalty 2945.437268 = -944982.587434
  nChanged 21
		SP:Iteration 26Q (163131.180000 sec): 3 clusters
  Score: Raw -947942.191800 + Penalty 2945.437268 = -944996.754532
  nChanged 21
		SP:Iteration 27Q (163131.380000 sec): 3 clusters
  Score: Raw -947954.666337 + Penalty 2945.437268 = -945009.229069
  nChanged 14
		SP:Iteration 28Q (163131.600000 sec): 3 clusters
  Score: Raw -947964.747016 + Penalty 2945.437268 = -945019.309748
  nChanged 14
		SP:Iteration 29Q (163131.780000 sec): 3 clusters
  Score: Raw -947976.162322 + Penalty 2945.437268 = -945030.725054
  nChanged 16
		SP:Iteration 30Q (163132.000000 sec): 3 clusters
  Score: Raw -947988.598696 + Penalty 2945.437268 = -945043.161428
  nChanged 15
		SP:Iteration 31Q (163132.240000 sec): 3 clusters
  Score: Raw -948001.984952 + Penalty 2945.437268 = -945056.547684
  nChanged 9
		SP:Iteration 32Q (163132.440000 sec): 3 clusters
  Score: Raw -948010.707906 + Penalty 2945.437268 = -945065.270638
  nChanged 10
		SP:Iteration 33Q (163132.670000 sec): 3 clusters
  Score: Raw -948019.366725 + Penalty 2945.437268 = -945073.929457
  nChanged 12
		SP:Iteration 34Q (163132.900000 sec): 3 clusters
  Score: Raw -948029.957040 + Penalty 2945.437268 = -945084.519772
  nChanged 4
		SP:Iteration 35Q (163133.110000 sec): 3 clusters
  Score: Raw -948032.786075 + Penalty 2945.437268 = -945087.348807
  nChanged 3
		SP:Iteration 36Q (163133.290000 sec): 3 clusters
  Score: Raw -948035.908279 + Penalty 2945.437268 = -945090.471010
  nChanged 2
		SP:Iteration 37Q (163133.480000 sec): 3 clusters
  Score: Raw -948038.017509 + Penalty 2945.437268 = -945092.580241
  nChanged 3
		SP:Iteration 38Q (163133.720000 sec): 3 clusters
  Score: Raw -948040.132713 + Penalty 2945.437268 = -945094.695445
  nChanged 2
		SP:Iteration 39Q (163133.940000 sec): 3 clusters
  Score: Raw -948040.695242 + Penalty 2945.437268 = -945095.257974
  nChanged 0
		SP:Iteration 40F (163134.150000 sec): 3 clusters
  Score: Raw -948040.695242 + Penalty 2945.437268 = -945095.257974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 63 (1077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163134.240000 sec): 2 clusters
  Score: Raw -101606.963031 + Penalty 1134.564385 = -100472.398646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163134.440000 sec): 3 clusters
  Score: Raw -101216.700794 + Penalty 2269.128770 = -98947.572024
  nChanged 340
		SP:Iteration 1F (163134.600000 sec): 3 clusters
  Score: Raw -101474.075109 + Penalty 2269.128770 = -99204.946339
  nChanged 96
		SP:Iteration 2F (163134.760000 sec): 3 clusters
  Score: Raw -101562.149787 + Penalty 2269.128770 = -99293.021017
  nChanged 51
		SP:Iteration 3Q (163134.920000 sec): 3 clusters
  Score: Raw -101618.433560 + Penalty 2269.128770 = -99349.304790
  nChanged 31
		SP:Iteration 4Q (163135.070000 sec): 3 clusters
  Score: Raw -101659.153008 + Penalty 2269.128770 = -99390.024238
  nChanged 35
		SP:Iteration 5Q (163135.250000 sec): 3 clusters
  Score: Raw -101692.316617 + Penalty 2269.128770 = -99423.187847
  nChanged 25
		SP:Iteration 6Q (163135.420000 sec): 3 clusters
  Score: Raw -101713.039263 + Penalty 2269.128770 = -99443.910493
  nChanged 15
		SP:Iteration 7Q (163135.630000 sec): 3 clusters
  Score: Raw -101726.418779 + Penalty 2269.128770 = -99457.290009
  nChanged 11
		SP:Iteration 8Q (163135.780000 sec): 3 clusters
  Score: Raw -101737.247935 + Penalty 2269.128770 = -99468.119165
  nChanged 8
		SP:Iteration 9Q (163135.950000 sec): 3 clusters
  Score: Raw -101743.326088 + Penalty 2269.128770 = -99474.197318
  nChanged 6
		SP:Iteration 10Q (163136.140000 sec): 3 clusters
  Score: Raw -101746.295720 + Penalty 2269.128770 = -99477.166950
  nChanged 2
		SP:Iteration 11Q (163136.360000 sec): 3 clusters
  Score: Raw -101747.519137 + Penalty 2269.128770 = -99478.390367
  nChanged 2
		SP:Iteration 12Q (163136.490000 sec): 3 clusters
  Score: Raw -101749.504036 + Penalty 2269.128770 = -99480.375266
  nChanged 5
		SP:Iteration 13Q (163136.660000 sec): 3 clusters
  Score: Raw -101754.552029 + Penalty 2269.128770 = -99485.423259
  nChanged 2
		SP:Iteration 14Q (163136.880000 sec): 3 clusters
  Score: Raw -101756.173608 + Penalty 2269.128770 = -99487.044838
  nChanged 2
		SP:Iteration 15Q (163137.030000 sec): 3 clusters
  Score: Raw -101757.078511 + Penalty 2269.128770 = -99487.949741
  nChanged 0
		SP:Iteration 16F (163137.240000 sec): 3 clusters
  Score: Raw -101757.078511 + Penalty 2269.128770 = -99487.949741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 64 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163137.310000 sec): 2 clusters
  Score: Raw -36088.411282 + Penalty 950.046301 = -35138.364981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163137.460000 sec): 3 clusters
  Score: Raw -36108.926778 + Penalty 1900.092602 = -34208.834176
  nChanged 67
		SP:Iteration 1F (163137.610000 sec): 3 clusters
  Score: Raw -36237.365177 + Penalty 1900.092602 = -34337.272575
  nChanged 14
		SP:Iteration 2Q (163137.740000 sec): 3 clusters
  Score: Raw -36280.998898 + Penalty 1900.092602 = -34380.906296
  nChanged 10
		SP:Iteration 3Q (163137.870000 sec): 3 clusters
  Score: Raw -36321.542885 + Penalty 1900.092602 = -34421.450283
  nChanged 14
		SP:Iteration 4Q (163137.980000 sec): 3 clusters
  Score: Raw -36366.481457 + Penalty 1900.092602 = -34466.388856
  nChanged 10
		SP:Iteration 5Q (163138.110000 sec): 3 clusters
  Score: Raw -36397.617597 + Penalty 1900.092602 = -34497.524995
  nChanged 7
		SP:Iteration 6Q (163138.270000 sec): 3 clusters
  Score: Raw -36423.006691 + Penalty 1900.092602 = -34522.914089
  nChanged 5
		SP:Iteration 7Q (163138.420000 sec): 3 clusters
  Score: Raw -36451.962706 + Penalty 1900.092602 = -34551.870104
  nChanged 3
		SP:Iteration 8Q (163138.550000 sec): 3 clusters
  Score: Raw -36473.467512 + Penalty 1900.092602 = -34573.374910
  nChanged 2
		SP:Iteration 9Q (163138.700000 sec): 3 clusters
  Score: Raw -36496.657870 + Penalty 1900.092602 = -34596.565268
  nChanged 8
		SP:Iteration 10Q (163138.850000 sec): 3 clusters
  Score: Raw -36537.191915 + Penalty 1900.092602 = -34637.099313
  nChanged 9
		SP:Iteration 11Q (163138.970000 sec): 3 clusters
  Score: Raw -36611.348377 + Penalty 1900.092602 = -34711.255775
  nChanged 8
		SP:Iteration 12Q (163139.080000 sec): 3 clusters
  Score: Raw -36676.144578 + Penalty 1900.092602 = -34776.051976
  nChanged 8
		SP:Iteration 13Q (163139.190000 sec): 3 clusters
  Score: Raw -36701.869698 + Penalty 1900.092602 = -34801.777097
  nChanged 3
		SP:Iteration 14Q (163139.300000 sec): 3 clusters
  Score: Raw -36709.857438 + Penalty 1900.092602 = -34809.764836
  nChanged 5
		SP:Iteration 15Q (163139.430000 sec): 3 clusters
  Score: Raw -36726.301640 + Penalty 1900.092602 = -34826.209038
  nChanged 4
		SP:Iteration 16Q (163139.550000 sec): 3 clusters
  Score: Raw -36740.625956 + Penalty 1900.092602 = -34840.533354
  nChanged 5
		SP:Iteration 17Q (163139.720000 sec): 3 clusters
  Score: Raw -36760.730475 + Penalty 1900.092602 = -34860.637873
  nChanged 6
		SP:Iteration 18Q (163139.880000 sec): 3 clusters
  Score: Raw -36786.732177 + Penalty 1900.092602 = -34886.639575
  nChanged 5
		SP:Iteration 19Q (163140.050000 sec): 3 clusters
  Score: Raw -36805.856390 + Penalty 1900.092602 = -34905.763788
  nChanged 3
		SP:Iteration 20F (163140.230000 sec): 3 clusters
  Score: Raw -36823.704851 + Penalty 1900.092602 = -34923.612249
  nChanged 6
		SP:Iteration 21Q (163140.350000 sec): 3 clusters
  Score: Raw -36854.590896 + Penalty 1900.092602 = -34954.498294
  nChanged 5
		SP:Iteration 22Q (163140.520000 sec): 3 clusters
  Score: Raw -36883.719437 + Penalty 1900.092602 = -34983.626835
  nChanged 1
		SP:Iteration 23Q (163140.710000 sec): 3 clusters
  Score: Raw -36886.729316 + Penalty 1900.092602 = -34986.636714
  nChanged 2
		SP:Iteration 24Q (163140.890000 sec): 3 clusters
  Score: Raw -36893.610845 + Penalty 1900.092602 = -34993.518243
  nChanged 3
		SP:Iteration 25Q (163141.070000 sec): 3 clusters
  Score: Raw -36910.185794 + Penalty 1900.092602 = -35010.093192
  nChanged 5
		SP:Iteration 26Q (163141.260000 sec): 3 clusters
  Score: Raw -36940.212370 + Penalty 1900.092602 = -35040.119768
  nChanged 0
		SP:Iteration 27F (163141.430000 sec): 3 clusters
  Score: Raw -36940.212370 + Penalty 1900.092602 = -35040.119768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 65 (6847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163141.570000 sec): 2 clusters
  Score: Raw -746903.307849 + Penalty 1435.129455 = -745468.178393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163141.770000 sec): 3 clusters
  Score: Raw -743230.369511 + Penalty 2870.258911 = -740360.110600
  nChanged 2842
		SP:Iteration 1F (163142.000000 sec): 3 clusters
  Score: Raw -744817.627613 + Penalty 2870.258911 = -741947.368702
  nChanged 491
		SP:Iteration 2F (163142.180000 sec): 3 clusters
  Score: Raw -745061.222176 + Penalty 2870.258911 = -742190.963265
  nChanged 377
		SP:Iteration 3F (163142.370000 sec): 3 clusters
  Score: Raw -745232.570640 + Penalty 2870.258911 = -742362.311729
  nChanged 290
		SP:Iteration 4Q (163142.630000 sec): 3 clusters
  Score: Raw -745374.131542 + Penalty 2870.258911 = -742503.872631
  nChanged 278
		SP:Iteration 5Q (163142.790000 sec): 3 clusters
  Score: Raw -745508.716568 + Penalty 2870.258911 = -742638.457657
  nChanged 250
		SP:Iteration 6Q (163142.970000 sec): 3 clusters
  Score: Raw -745627.818116 + Penalty 2870.258911 = -742757.559205
  nChanged 227
		SP:Iteration 7Q (163143.210000 sec): 3 clusters
  Score: Raw -745738.172144 + Penalty 2870.258911 = -742867.913233
  nChanged 217
		SP:Iteration 8Q (163143.390000 sec): 3 clusters
  Score: Raw -745847.083346 + Penalty 2870.258911 = -742976.824436
  nChanged 226
		SP:Iteration 9Q (163143.600000 sec): 3 clusters
  Score: Raw -745978.678074 + Penalty 2870.258911 = -743108.419164
  nChanged 207
		SP:Iteration 10Q (163143.750000 sec): 3 clusters
  Score: Raw -746099.563510 + Penalty 2870.258911 = -743229.304599
  nChanged 207
		SP:Iteration 11Q (163143.940000 sec): 3 clusters
  Score: Raw -746235.638868 + Penalty 2870.258911 = -743365.379957
  nChanged 207
		SP:Iteration 12Q (163144.160000 sec): 3 clusters
  Score: Raw -746380.110805 + Penalty 2870.258911 = -743509.851894
  nChanged 179
		SP:Iteration 13Q (163144.340000 sec): 3 clusters
  Score: Raw -746500.791017 + Penalty 2870.258911 = -743630.532106
  nChanged 158
		SP:Iteration 14Q (163144.590000 sec): 3 clusters
  Score: Raw -746600.194203 + Penalty 2870.258911 = -743729.935292
  nChanged 147
		SP:Iteration 15Q (163144.750000 sec): 3 clusters
  Score: Raw -746685.359375 + Penalty 2870.258911 = -743815.100464
  nChanged 126
		SP:Iteration 16Q (163144.960000 sec): 3 clusters
  Score: Raw -746751.336487 + Penalty 2870.258911 = -743881.077577
  nChanged 105
		SP:Iteration 17Q (163145.150000 sec): 3 clusters
  Score: Raw -746805.844782 + Penalty 2870.258911 = -743935.585872
  nChanged 90
		SP:Iteration 18Q (163145.390000 sec): 3 clusters
  Score: Raw -746853.504812 + Penalty 2870.258911 = -743983.245902
  nChanged 77
		SP:Iteration 19Q (163145.600000 sec): 3 clusters
  Score: Raw -746894.008152 + Penalty 2870.258911 = -744023.749241
  nChanged 78
		SP:Iteration 20F (163145.760000 sec): 3 clusters
  Score: Raw -746929.491293 + Penalty 2870.258911 = -744059.232383
  nChanged 57
		SP:Iteration 21Q (163145.970000 sec): 3 clusters
  Score: Raw -746957.790543 + Penalty 2870.258911 = -744087.531633
  nChanged 59
		SP:Iteration 22Q (163146.180000 sec): 3 clusters
  Score: Raw -746989.028415 + Penalty 2870.258911 = -744118.769505
  nChanged 68
		SP:Iteration 23Q (163146.400000 sec): 3 clusters
  Score: Raw -747020.472917 + Penalty 2870.258911 = -744150.214006
  nChanged 46
		SP:Iteration 24Q (163146.570000 sec): 3 clusters
  Score: Raw -747037.849103 + Penalty 2870.258911 = -744167.590192
  nChanged 36
		SP:Iteration 25Q (163146.770000 sec): 3 clusters
  Score: Raw -747051.965263 + Penalty 2870.258911 = -744181.706353
  nChanged 34
		SP:Iteration 26Q (163146.910000 sec): 3 clusters
  Score: Raw -747067.557502 + Penalty 2870.258911 = -744197.298591
  nChanged 40
		SP:Iteration 27Q (163147.110000 sec): 3 clusters
  Score: Raw -747079.677260 + Penalty 2870.258911 = -744209.418349
  nChanged 28
		SP:Iteration 28Q (163147.270000 sec): 3 clusters
  Score: Raw -747088.769443 + Penalty 2870.258911 = -744218.510532
  nChanged 30
		SP:Iteration 29Q (163147.490000 sec): 3 clusters
  Score: Raw -747101.967836 + Penalty 2870.258911 = -744231.708925
  nChanged 24
		SP:Iteration 30Q (163147.690000 sec): 3 clusters
  Score: Raw -747109.056967 + Penalty 2870.258911 = -744238.798057
  nChanged 19
		SP:Iteration 31Q (163147.870000 sec): 3 clusters
  Score: Raw -747114.872938 + Penalty 2870.258911 = -744244.614028
  nChanged 10
		SP:Iteration 32Q (163148.050000 sec): 3 clusters
  Score: Raw -747118.488463 + Penalty 2870.258911 = -744248.229552
  nChanged 10
		SP:Iteration 33Q (163148.210000 sec): 3 clusters
  Score: Raw -747122.503535 + Penalty 2870.258911 = -744252.244624
  nChanged 16
		SP:Iteration 34Q (163148.390000 sec): 3 clusters
  Score: Raw -747127.975576 + Penalty 2870.258911 = -744257.716665
  nChanged 12
		SP:Iteration 35Q (163148.610000 sec): 3 clusters
  Score: Raw -747131.505793 + Penalty 2870.258911 = -744261.246882
  nChanged 9
		SP:Iteration 36Q (163148.830000 sec): 3 clusters
  Score: Raw -747134.351364 + Penalty 2870.258911 = -744264.092453
  nChanged 7
		SP:Iteration 37Q (163149.000000 sec): 3 clusters
  Score: Raw -747136.185185 + Penalty 2870.258911 = -744265.926274
  nChanged 4
		SP:Iteration 38Q (163149.200000 sec): 3 clusters
  Score: Raw -747137.084736 + Penalty 2870.258911 = -744266.825825
  nChanged 6
		SP:Iteration 39Q (163149.350000 sec): 3 clusters
  Score: Raw -747138.362917 + Penalty 2870.258911 = -744268.104007
  nChanged 6
		SP:Iteration 40F (163149.500000 sec): 3 clusters
  Score: Raw -747140.159008 + Penalty 2870.258911 = -744269.900098
  nChanged 6
		SP:Iteration 41Q (163149.640000 sec): 3 clusters
  Score: Raw -747142.662233 + Penalty 2870.258911 = -744272.403322
  nChanged 4
		SP:Iteration 42Q (163149.880000 sec): 3 clusters
  Score: Raw -747143.620876 + Penalty 2870.258911 = -744273.361965
  nChanged 3
		SP:Iteration 43Q (163150.030000 sec): 3 clusters
  Score: Raw -747144.272710 + Penalty 2870.258911 = -744274.013800
  nChanged 3
		SP:Iteration 44Q (163150.240000 sec): 3 clusters
  Score: Raw -747144.883374 + Penalty 2870.258911 = -744274.624463
  nChanged 2
		SP:Iteration 45Q (163150.440000 sec): 3 clusters
  Score: Raw -747145.143312 + Penalty 2870.258911 = -744274.884402
  nChanged 1
		SP:Iteration 46Q (163150.640000 sec): 3 clusters
  Score: Raw -747145.200744 + Penalty 2870.258911 = -744274.941833
  nChanged 0
		SP:Iteration 47F (163150.850000 sec): 3 clusters
  Score: Raw -747145.200744 + Penalty 2870.258911 = -744274.941833
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 66 (5332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163150.970000 sec): 2 clusters
  Score: Raw -536940.384173 + Penalty 1394.490773 = -535545.893400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163151.170000 sec): 3 clusters
  Score: Raw -534141.446320 + Penalty 2788.981546 = -531352.464774
  nChanged 2191
		SP:Iteration 1F (163151.410000 sec): 3 clusters
  Score: Raw -535507.904832 + Penalty 2788.981546 = -532718.923286
  nChanged 428
		SP:Iteration 2F (163151.570000 sec): 3 clusters
  Score: Raw -535779.343273 + Penalty 2788.981546 = -532990.361727
  nChanged 325
		SP:Iteration 3F (163151.800000 sec): 3 clusters
  Score: Raw -535985.632953 + Penalty 2788.981546 = -533196.651406
  nChanged 280
		SP:Iteration 4F (163151.960000 sec): 3 clusters
  Score: Raw -536182.408508 + Penalty 2788.981546 = -533393.426961
  nChanged 258
		SP:Iteration 5Q (163152.170000 sec): 3 clusters
  Score: Raw -536372.851867 + Penalty 2788.981546 = -533583.870321
  nChanged 250
		SP:Iteration 6Q (163152.340000 sec): 3 clusters
  Score: Raw -536551.597710 + Penalty 2788.981546 = -533762.616164
  nChanged 236
		SP:Iteration 7Q (163152.550000 sec): 3 clusters
  Score: Raw -536700.829418 + Penalty 2788.981546 = -533911.847871
  nChanged 186
		SP:Iteration 8Q (163152.720000 sec): 3 clusters
  Score: Raw -536807.617697 + Penalty 2788.981546 = -534018.636151
  nChanged 148
		SP:Iteration 9Q (163152.900000 sec): 3 clusters
  Score: Raw -536887.379607 + Penalty 2788.981546 = -534098.398060
  nChanged 137
		SP:Iteration 10Q (163153.130000 sec): 3 clusters
  Score: Raw -536950.474964 + Penalty 2788.981546 = -534161.493417
  nChanged 92
		SP:Iteration 11Q (163153.330000 sec): 3 clusters
  Score: Raw -536986.844176 + Penalty 2788.981546 = -534197.862630
  nChanged 69
		SP:Iteration 12Q (163153.500000 sec): 3 clusters
  Score: Raw -537019.668514 + Penalty 2788.981546 = -534230.686968
  nChanged 70
		SP:Iteration 13Q (163153.690000 sec): 3 clusters
  Score: Raw -537045.239825 + Penalty 2788.981546 = -534256.258278
  nChanged 62
		SP:Iteration 14Q (163153.860000 sec): 3 clusters
  Score: Raw -537065.720336 + Penalty 2788.981546 = -534276.738790
  nChanged 56
		SP:Iteration 15Q (163154.070000 sec): 3 clusters
  Score: Raw -537084.056322 + Penalty 2788.981546 = -534295.074776
  nChanged 47
		SP:Iteration 16Q (163154.210000 sec): 3 clusters
  Score: Raw -537101.949514 + Penalty 2788.981546 = -534312.967968
  nChanged 47
		SP:Iteration 17Q (163154.380000 sec): 3 clusters
  Score: Raw -537124.762739 + Penalty 2788.981546 = -534335.781193
  nChanged 37
		SP:Iteration 18Q (163154.530000 sec): 3 clusters
  Score: Raw -537136.722312 + Penalty 2788.981546 = -534347.740765
  nChanged 35
		SP:Iteration 19Q (163154.760000 sec): 3 clusters
  Score: Raw -537147.740434 + Penalty 2788.981546 = -534358.758887
  nChanged 30
		SP:Iteration 20F (163154.940000 sec): 3 clusters
  Score: Raw -537156.899371 + Penalty 2788.981546 = -534367.917825
  nChanged 29
		SP:Iteration 21Q (163155.120000 sec): 3 clusters
  Score: Raw -537165.545872 + Penalty 2788.981546 = -534376.564326
  nChanged 23
		SP:Iteration 22Q (163155.320000 sec): 3 clusters
  Score: Raw -537170.574661 + Penalty 2788.981546 = -534381.593115
  nChanged 14
		SP:Iteration 23Q (163155.550000 sec): 3 clusters
  Score: Raw -537174.741743 + Penalty 2788.981546 = -534385.760197
  nChanged 15
		SP:Iteration 24Q (163155.720000 sec): 3 clusters
  Score: Raw -537179.308184 + Penalty 2788.981546 = -534390.326637
  nChanged 18
		SP:Iteration 25Q (163155.930000 sec): 3 clusters
  Score: Raw -537185.937809 + Penalty 2788.981546 = -534396.956262
  nChanged 15
		SP:Iteration 26Q (163156.110000 sec): 3 clusters
  Score: Raw -537190.439898 + Penalty 2788.981546 = -534401.458351
  nChanged 15
		SP:Iteration 27Q (163156.280000 sec): 3 clusters
  Score: Raw -537195.272995 + Penalty 2788.981546 = -534406.291448
  nChanged 12
		SP:Iteration 28Q (163156.480000 sec): 3 clusters
  Score: Raw -537198.636964 + Penalty 2788.981546 = -534409.655417
  nChanged 6
		SP:Iteration 29Q (163156.680000 sec): 3 clusters
  Score: Raw -537200.161360 + Penalty 2788.981546 = -534411.179813
  nChanged 4
		SP:Iteration 30Q (163156.890000 sec): 3 clusters
  Score: Raw -537201.368575 + Penalty 2788.981546 = -534412.387028
  nChanged 6
		SP:Iteration 31Q (163157.060000 sec): 3 clusters
  Score: Raw -537202.673687 + Penalty 2788.981546 = -534413.692141
  nChanged 4
		SP:Iteration 32Q (163157.250000 sec): 3 clusters
  Score: Raw -537203.494824 + Penalty 2788.981546 = -534414.513278
  nChanged 4
		SP:Iteration 33Q (163157.450000 sec): 3 clusters
  Score: Raw -537204.270327 + Penalty 2788.981546 = -534415.288781
  nChanged 4
		SP:Iteration 34Q (163157.650000 sec): 3 clusters
  Score: Raw -537204.958160 + Penalty 2788.981546 = -534415.976614
  nChanged 2
		SP:Iteration 35Q (163157.820000 sec): 3 clusters
  Score: Raw -537205.229808 + Penalty 2788.981546 = -534416.248261
  nChanged 1
		SP:Iteration 36Q (163158.040000 sec): 3 clusters
  Score: Raw -537205.291654 + Penalty 2788.981546 = -534416.310108
  nChanged 0
		SP:Iteration 37F (163158.230000 sec): 3 clusters
  Score: Raw -537205.291654 + Penalty 2788.981546 = -534416.310108
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 67 (2624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163158.310000 sec): 2 clusters
  Score: Raw -282367.626969 + Penalty 1279.273962 = -281088.353008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163158.500000 sec): 3 clusters
  Score: Raw -281130.285952 + Penalty 2558.547924 = -278571.738028
  nChanged 984
		SP:Iteration 1F (163158.630000 sec): 3 clusters
  Score: Raw -281745.059861 + Penalty 2558.547924 = -279186.511937
  nChanged 213
		SP:Iteration 2F (163158.790000 sec): 3 clusters
  Score: Raw -281905.857333 + Penalty 2558.547924 = -279347.309409
  nChanged 167
		SP:Iteration 3F (163159.000000 sec): 3 clusters
  Score: Raw -282062.827218 + Penalty 2558.547924 = -279504.279295
  nChanged 166
		SP:Iteration 4F (163159.200000 sec): 3 clusters
  Score: Raw -282219.004154 + Penalty 2558.547924 = -279660.456231
  nChanged 147
		SP:Iteration 5F (163159.360000 sec): 3 clusters
  Score: Raw -282361.036588 + Penalty 2558.547924 = -279802.488664
  nChanged 124
		SP:Iteration 6Q (163159.570000 sec): 3 clusters
  Score: Raw -282475.515618 + Penalty 2558.547924 = -279916.967695
  nChanged 96
		SP:Iteration 7Q (163159.740000 sec): 3 clusters
  Score: Raw -282558.222706 + Penalty 2558.547924 = -279999.674782
  nChanged 80
		SP:Iteration 8Q (163159.940000 sec): 3 clusters
  Score: Raw -282619.189002 + Penalty 2558.547924 = -280060.641078
  nChanged 63
		SP:Iteration 9Q (163160.100000 sec): 3 clusters
  Score: Raw -282664.262628 + Penalty 2558.547924 = -280105.714704
  nChanged 47
		SP:Iteration 10Q (163160.280000 sec): 3 clusters
  Score: Raw -282699.178138 + Penalty 2558.547924 = -280140.630214
  nChanged 45
		SP:Iteration 11Q (163160.490000 sec): 3 clusters
  Score: Raw -282736.382187 + Penalty 2558.547924 = -280177.834264
  nChanged 44
		SP:Iteration 12Q (163160.660000 sec): 3 clusters
  Score: Raw -282764.028362 + Penalty 2558.547924 = -280205.480438
  nChanged 47
		SP:Iteration 13Q (163160.800000 sec): 3 clusters
  Score: Raw -282795.250169 + Penalty 2558.547924 = -280236.702245
  nChanged 33
		SP:Iteration 14Q (163160.990000 sec): 3 clusters
  Score: Raw -282811.762923 + Penalty 2558.547924 = -280253.214999
  nChanged 26
		SP:Iteration 15Q (163161.140000 sec): 3 clusters
  Score: Raw -282825.371399 + Penalty 2558.547924 = -280266.823475
  nChanged 21
		SP:Iteration 16Q (163161.320000 sec): 3 clusters
  Score: Raw -282835.408795 + Penalty 2558.547924 = -280276.860871
  nChanged 16
		SP:Iteration 17Q (163161.520000 sec): 3 clusters
  Score: Raw -282843.620615 + Penalty 2558.547924 = -280285.072691
  nChanged 15
		SP:Iteration 18Q (163161.690000 sec): 3 clusters
  Score: Raw -282850.399994 + Penalty 2558.547924 = -280291.852070
  nChanged 11
		SP:Iteration 19Q (163161.870000 sec): 3 clusters
  Score: Raw -282853.667032 + Penalty 2558.547924 = -280295.119109
  nChanged 6
		SP:Iteration 20F (163162.060000 sec): 3 clusters
  Score: Raw -282855.602889 + Penalty 2558.547924 = -280297.054965
  nChanged 4
		SP:Iteration 21Q (163162.230000 sec): 3 clusters
  Score: Raw -282856.305718 + Penalty 2558.547924 = -280297.757795
  nChanged 0
		SP:Iteration 22F (163162.400000 sec): 3 clusters
  Score: Raw -282856.305718 + Penalty 2558.547924 = -280297.757795
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 68 (116623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163163.100000 sec): 2 clusters
  Score: Raw -13236391.891149 + Penalty 1895.839041 = -13234496.052109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163163.940000 sec): 3 clusters
  Score: Raw -13160190.266680 + Penalty 3791.678081 = -13156398.588599
  nChanged 55901
		SP:Iteration 1F (163164.760000 sec): 3 clusters
  Score: Raw -13193274.590349 + Penalty 3791.678081 = -13189482.912268
  nChanged 3564
		SP:Iteration 2Q (163165.700000 sec): 3 clusters
  Score: Raw -13194165.580640 + Penalty 3791.678081 = -13190373.902559
  nChanged 3966
		SP:Iteration 3Q (163166.630000 sec): 3 clusters
  Score: Raw -13195331.234170 + Penalty 3791.678081 = -13191539.556089
  nChanged 4402
		SP:Iteration 4Q (163167.510000 sec): 3 clusters
  Score: Raw -13196867.434704 + Penalty 3791.678081 = -13193075.756622
  nChanged 5023
		SP:Iteration 5Q (163168.360000 sec): 3 clusters
  Score: Raw -13198942.690356 + Penalty 3791.678081 = -13195151.012275
  nChanged 5515
		SP:Iteration 6Q (163169.240000 sec): 3 clusters
  Score: Raw -13201660.918600 + Penalty 3791.678081 = -13197869.240519
  nChanged 5885
		SP:Iteration 7F (163170.040000 sec): 3 clusters
  Score: Raw -13204870.394663 + Penalty 3791.678081 = -13201078.716582
  nChanged 6023
		SP:Iteration 8F (163170.850000 sec): 3 clusters
  Score: Raw -13208386.023628 + Penalty 3791.678081 = -13204594.345547
  nChanged 6036
		SP:Iteration 9F (163171.640000 sec): 3 clusters
  Score: Raw -13211877.245070 + Penalty 3791.678081 = -13208085.566989
  nChanged 5387
		SP:Iteration 10Q (163172.440000 sec): 3 clusters
  Score: Raw -13214402.700391 + Penalty 3791.678081 = -13210611.022310
  nChanged 4117
		SP:Iteration 11Q (163173.300000 sec): 3 clusters
  Score: Raw -13215686.665683 + Penalty 3791.678081 = -13211894.987601
  nChanged 2708
		SP:Iteration 12Q (163174.030000 sec): 3 clusters
  Score: Raw -13216246.551940 + Penalty 3791.678081 = -13212454.873859
  nChanged 1805
		SP:Iteration 13Q (163174.790000 sec): 3 clusters
  Score: Raw -13216535.308087 + Penalty 3791.678081 = -13212743.630006
  nChanged 1391
		SP:Iteration 14Q (163175.520000 sec): 3 clusters
  Score: Raw -13216748.163855 + Penalty 3791.678081 = -13212956.485774
  nChanged 1255
		SP:Iteration 15Q (163176.230000 sec): 3 clusters
  Score: Raw -13216955.559713 + Penalty 3791.678081 = -13213163.881632
  nChanged 1258
		SP:Iteration 16Q (163176.930000 sec): 3 clusters
  Score: Raw -13217178.541374 + Penalty 3791.678081 = -13213386.863293
  nChanged 1393
		SP:Iteration 17Q (163177.640000 sec): 3 clusters
  Score: Raw -13217439.741521 + Penalty 3791.678081 = -13213648.063439
  nChanged 1479
		SP:Iteration 18Q (163178.270000 sec): 3 clusters
  Score: Raw -13217738.575386 + Penalty 3791.678081 = -13213946.897305
  nChanged 1639
		SP:Iteration 19Q (163178.910000 sec): 3 clusters
  Score: Raw -13218094.129130 + Penalty 3791.678081 = -13214302.451048
  nChanged 1700
		SP:Iteration 20F (163179.570000 sec): 3 clusters
  Score: Raw -13218480.888178 + Penalty 3791.678081 = -13214689.210096
  nChanged 1814
		SP:Iteration 21Q (163180.280000 sec): 3 clusters
  Score: Raw -13218931.881586 + Penalty 3791.678081 = -13215140.203505
  nChanged 1913
		SP:Iteration 22Q (163180.950000 sec): 3 clusters
  Score: Raw -13219453.660777 + Penalty 3791.678081 = -13215661.982695
  nChanged 2077
		SP:Iteration 23Q (163181.670000 sec): 3 clusters
  Score: Raw -13220058.610693 + Penalty 3791.678081 = -13216266.932612
  nChanged 2187
		SP:Iteration 24Q (163182.440000 sec): 3 clusters
  Score: Raw -13220755.303834 + Penalty 3791.678081 = -13216963.625752
  nChanged 2311
		SP:Iteration 25Q (163183.170000 sec): 3 clusters
  Score: Raw -13221546.532100 + Penalty 3791.678081 = -13217754.854018
  nChanged 2406
		SP:Iteration 26Q (163183.850000 sec): 3 clusters
  Score: Raw -13222451.829759 + Penalty 3791.678081 = -13218660.151678
  nChanged 2486
		SP:Iteration 27Q (163184.570000 sec): 3 clusters
  Score: Raw -13223496.229481 + Penalty 3791.678081 = -13219704.551399
  nChanged 2633
		SP:Iteration 28Q (163185.300000 sec): 3 clusters
  Score: Raw -13224714.701777 + Penalty 3791.678081 = -13220923.023695
  nChanged 2639
		SP:Iteration 29Q (163186.000000 sec): 3 clusters
  Score: Raw -13226072.017148 + Penalty 3791.678081 = -13222280.339067
  nChanged 2627
		SP:Iteration 30Q (163186.680000 sec): 3 clusters
  Score: Raw -13227556.749148 + Penalty 3791.678081 = -13223765.071067
  nChanged 2492
		SP:Iteration 31Q (163187.390000 sec): 3 clusters
  Score: Raw -13229079.258659 + Penalty 3791.678081 = -13225287.580578
  nChanged 2370
		SP:Iteration 32Q (163188.240000 sec): 3 clusters
  Score: Raw -13230646.059196 + Penalty 3791.678081 = -13226854.381114
  nChanged 2119
		SP:Iteration 33Q (163189.030000 sec): 3 clusters
  Score: Raw -13232162.034565 + Penalty 3791.678081 = -13228370.356484
  nChanged 1796
		SP:Iteration 34Q (163189.890000 sec): 3 clusters
  Score: Raw -13233528.360070 + Penalty 3791.678081 = -13229736.681989
  nChanged 1434
		SP:Iteration 35Q (163190.720000 sec): 3 clusters
  Score: Raw -13234687.194342 + Penalty 3791.678081 = -13230895.516261
  nChanged 1010
		SP:Iteration 36Q (163191.470000 sec): 3 clusters
  Score: Raw -13235475.015360 + Penalty 3791.678081 = -13231683.337278
  nChanged 593
		SP:Iteration 37Q (163192.220000 sec): 3 clusters
  Score: Raw -13235917.894512 + Penalty 3791.678081 = -13232126.216431
  nChanged 353
		SP:Iteration 38Q (163193.000000 sec): 3 clusters
  Score: Raw -13236180.812562 + Penalty 3791.678081 = -13232389.134481
  nChanged 194
		SP:Iteration 39Q (163193.800000 sec): 3 clusters
  Score: Raw -13236332.615991 + Penalty 3791.678081 = -13232540.937910
  nChanged 105
		SP:Iteration 40F (163194.560000 sec): 3 clusters
  Score: Raw -13236414.873732 + Penalty 3791.678081 = -13232623.195651
  nChanged 64
		SP:Iteration 41Q (163195.280000 sec): 3 clusters
  Score: Raw -13236466.796757 + Penalty 3791.678081 = -13232675.118675
  nChanged 41
		SP:Iteration 42Q (163196.000000 sec): 3 clusters
  Score: Raw -13236499.311528 + Penalty 3791.678081 = -13232707.633446
  nChanged 29
		SP:Iteration 43Q (163196.670000 sec): 3 clusters
  Score: Raw -13236523.179879 + Penalty 3791.678081 = -13232731.501797
  nChanged 18
		SP:Iteration 44Q (163197.370000 sec): 3 clusters
  Score: Raw -13236538.468590 + Penalty 3791.678081 = -13232746.790509
  nChanged 15
		SP:Iteration 45Q (163198.080000 sec): 3 clusters
  Score: Raw -13236549.722390 + Penalty 3791.678081 = -13232758.044308
  nChanged 15
		SP:Iteration 46Q (163198.760000 sec): 3 clusters
  Score: Raw -13236563.487803 + Penalty 3791.678081 = -13232771.809721
  nChanged 9
		SP:Iteration 47Q (163199.440000 sec): 3 clusters
  Score: Raw -13236575.189053 + Penalty 3791.678081 = -13232783.510972
  nChanged 12
		SP:Iteration 48Q (163200.130000 sec): 3 clusters
  Score: Raw -13236586.175542 + Penalty 3791.678081 = -13232794.497461
  nChanged 8
		SP:Iteration 49Q (163200.830000 sec): 3 clusters
  Score: Raw -13236592.613915 + Penalty 3791.678081 = -13232800.935834
  nChanged 7
		SP:Iteration 50Q (163201.510000 sec): 3 clusters
  Score: Raw -13236598.314401 + Penalty 3791.678081 = -13232806.636319
  nChanged 1
		SP:Iteration 51Q (163202.150000 sec): 3 clusters
  Score: Raw -13236599.540336 + Penalty 3791.678081 = -13232807.862255
  nChanged 2
		SP:Iteration 52Q (163202.800000 sec): 3 clusters
  Score: Raw -13236601.414223 + Penalty 3791.678081 = -13232809.736142
  nChanged 4
		SP:Iteration 53Q (163203.460000 sec): 3 clusters
  Score: Raw -13236605.664482 + Penalty 3791.678081 = -13232813.986401
  nChanged 2
		SP:Iteration 54Q (163204.160000 sec): 3 clusters
  Score: Raw -13236607.458902 + Penalty 3791.678081 = -13232815.780820
  nChanged 4
		SP:Iteration 55Q (163204.880000 sec): 3 clusters
  Score: Raw -13236611.277664 + Penalty 3791.678081 = -13232819.599582
  nChanged 4
		SP:Iteration 56Q (163205.680000 sec): 3 clusters
  Score: Raw -13236614.556553 + Penalty 3791.678081 = -13232822.878472
  nChanged 1
		SP:Iteration 57Q (163206.430000 sec): 3 clusters
  Score: Raw -13236615.345831 + Penalty 3791.678081 = -13232823.667750
  nChanged 3
		SP:Iteration 58Q (163207.170000 sec): 3 clusters
  Score: Raw -13236616.854278 + Penalty 3791.678081 = -13232825.176196
  nChanged 1
		SP:Iteration 59Q (163207.910000 sec): 3 clusters
  Score: Raw -13236618.302301 + Penalty 3791.678081 = -13232826.624220
  nChanged 3
		SP:Iteration 60F (163208.710000 sec): 3 clusters
  Score: Raw -13236621.386872 + Penalty 3791.678081 = -13232829.708790
  nChanged 1
		SP:Iteration 61Q (163209.470000 sec): 3 clusters
  Score: Raw -13236621.938580 + Penalty 3791.678081 = -13232830.260499
  nChanged 2
		SP:Iteration 62Q (163210.260000 sec): 3 clusters
  Score: Raw -13236623.500110 + Penalty 3791.678081 = -13232831.822029
  nChanged 1
		SP:Iteration 63Q (163211.060000 sec): 3 clusters
  Score: Raw -13236624.115967 + Penalty 3791.678081 = -13232832.437885
  nChanged 0
		SP:Iteration 64F (163211.880000 sec): 3 clusters
  Score: Raw -13236624.115967 + Penalty 3791.678081 = -13232832.437885
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 69 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163212.040000 sec): 2 clusters
  Score: Raw -69272.571653 + Penalty 1053.256284 = -68219.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163212.190000 sec): 3 clusters
  Score: Raw -69171.244421 + Penalty 2106.512567 = -67064.731854
  nChanged 173
		SP:Iteration 1F (163212.380000 sec): 3 clusters
  Score: Raw -69380.526674 + Penalty 2106.512567 = -67274.014107
  nChanged 41
		SP:Iteration 2F (163212.580000 sec): 3 clusters
  Score: Raw -69449.643000 + Penalty 2106.512567 = -67343.130432
  nChanged 27
		SP:Iteration 3Q (163212.760000 sec): 3 clusters
  Score: Raw -69482.571765 + Penalty 2106.512567 = -67376.059198
  nChanged 19
		SP:Iteration 4Q (163212.920000 sec): 3 clusters
  Score: Raw -69524.092125 + Penalty 2106.512567 = -67417.579558
  nChanged 29
		SP:Iteration 5Q (163213.110000 sec): 3 clusters
  Score: Raw -69606.698149 + Penalty 2106.512567 = -67500.185582
  nChanged 23
		SP:Iteration 6Q (163213.300000 sec): 3 clusters
  Score: Raw -69764.723913 + Penalty 2106.512567 = -67658.211346
  nChanged 26
		SP:Iteration 7Q (163213.460000 sec): 3 clusters
  Score: Raw -70114.583670 + Penalty 2106.512567 = -68008.071103
  nChanged 35
		SP:Iteration 8F (163213.640000 sec): 3 clusters
  Score: Raw -70186.256656 + Penalty 2106.512567 = -68079.744089
  nChanged 18
		SP:Iteration 9Q (163213.800000 sec): 3 clusters
  Score: Raw -70226.004473 + Penalty 2106.512567 = -68119.491906
  nChanged 8
		SP:Iteration 10Q (163214.010000 sec): 3 clusters
  Score: Raw -70244.133682 + Penalty 2106.512567 = -68137.621115
  nChanged 6
		SP:Iteration 11Q (163214.220000 sec): 3 clusters
  Score: Raw -70253.284512 + Penalty 2106.512567 = -68146.771945
  nChanged 4
		SP:Iteration 12Q (163214.380000 sec): 3 clusters
  Score: Raw -70261.912083 + Penalty 2106.512567 = -68155.399516
  nChanged 4
		SP:Iteration 13Q (163214.540000 sec): 3 clusters
  Score: Raw -70269.906052 + Penalty 2106.512567 = -68163.393485
  nChanged 1
		SP:Iteration 14Q (163214.700000 sec): 3 clusters
  Score: Raw -70271.542861 + Penalty 2106.512567 = -68165.030294
  nChanged 0
		SP:Iteration 15F (163214.840000 sec): 3 clusters
  Score: Raw -70271.542861 + Penalty 2106.512567 = -68165.030294
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 70 (115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163214.940000 sec): 2 clusters
  Score: Raw -9045.597307 + Penalty 771.051471 = -8274.545836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163215.120000 sec): 3 clusters
  Score: Raw -9247.448192 + Penalty 1542.102942 = -7705.345250
  nChanged 8
		SP:Iteration 1F (163215.300000 sec): 3 clusters
  Score: Raw -9285.863093 + Penalty 1542.102942 = -7743.760151
  nChanged 2
		SP:Iteration 2Q (163215.490000 sec): 3 clusters
  Score: Raw -9304.081524 + Penalty 1542.102942 = -7761.978582
  nChanged 1
		SP:Iteration 3Q (163215.690000 sec): 3 clusters
  Score: Raw -9310.061122 + Penalty 1542.102942 = -7767.958180
  nChanged 0
		SP:Iteration 4F (163215.840000 sec): 3 clusters
  Score: Raw -9310.061122 + Penalty 1542.102942 = -7767.958180
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 71 (22839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163216.080000 sec): 2 clusters
  Score: Raw -2537029.370969 + Penalty 1630.886543 = -2535398.484426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163216.360000 sec): 3 clusters
  Score: Raw -2523108.389588 + Penalty 3261.773086 = -2519846.616502
  nChanged 10438
		SP:Iteration 1F (163216.630000 sec): 3 clusters
  Score: Raw -2529040.014580 + Penalty 3261.773086 = -2525778.241494
  nChanged 1292
		SP:Iteration 2F (163216.940000 sec): 3 clusters
  Score: Raw -2529561.641468 + Penalty 3261.773086 = -2526299.868382
  nChanged 1294
		SP:Iteration 3F (163217.240000 sec): 3 clusters
  Score: Raw -2530121.303842 + Penalty 3261.773086 = -2526859.530756
  nChanged 1255
		SP:Iteration 4F (163217.490000 sec): 3 clusters
  Score: Raw -2530688.326542 + Penalty 3261.773086 = -2527426.553456
  nChanged 1224
		SP:Iteration 5F (163217.810000 sec): 3 clusters
  Score: Raw -2531303.291509 + Penalty 3261.773086 = -2528041.518423
  nChanged 1297
		SP:Iteration 6F (163218.120000 sec): 3 clusters
  Score: Raw -2532005.584128 + Penalty 3261.773086 = -2528743.811042
  nChanged 1231
		SP:Iteration 7F (163218.360000 sec): 3 clusters
  Score: Raw -2532715.560765 + Penalty 3261.773086 = -2529453.787679
  nChanged 1209
		SP:Iteration 8F (163218.660000 sec): 3 clusters
  Score: Raw -2533511.403443 + Penalty 3261.773086 = -2530249.630357
  nChanged 1172
		SP:Iteration 9F (163218.940000 sec): 3 clusters
  Score: Raw -2534369.049649 + Penalty 3261.773086 = -2531107.276563
  nChanged 1085
		SP:Iteration 10Q (163219.260000 sec): 3 clusters
  Score: Raw -2535198.229277 + Penalty 3261.773086 = -2531936.456191
  nChanged 862
		SP:Iteration 11Q (163219.540000 sec): 3 clusters
  Score: Raw -2535863.852453 + Penalty 3261.773086 = -2532602.079367
  nChanged 638
		SP:Iteration 12Q (163219.860000 sec): 3 clusters
  Score: Raw -2536366.082439 + Penalty 3261.773086 = -2533104.309353
  nChanged 432
		SP:Iteration 13Q (163220.130000 sec): 3 clusters
  Score: Raw -2536685.895097 + Penalty 3261.773086 = -2533424.122011
  nChanged 317
		SP:Iteration 14Q (163220.420000 sec): 3 clusters
  Score: Raw -2536912.203302 + Penalty 3261.773086 = -2533650.430216
  nChanged 187
		SP:Iteration 15Q (163220.720000 sec): 3 clusters
  Score: Raw -2537046.374646 + Penalty 3261.773086 = -2533784.601560
  nChanged 127
		SP:Iteration 16Q (163221.000000 sec): 3 clusters
  Score: Raw -2537141.546563 + Penalty 3261.773086 = -2533879.773477
  nChanged 99
		SP:Iteration 17Q (163221.290000 sec): 3 clusters
  Score: Raw -2537222.615818 + Penalty 3261.773086 = -2533960.842732
  nChanged 64
		SP:Iteration 18Q (163221.560000 sec): 3 clusters
  Score: Raw -2537272.259865 + Penalty 3261.773086 = -2534010.486779
  nChanged 46
		SP:Iteration 19Q (163221.820000 sec): 3 clusters
  Score: Raw -2537311.031379 + Penalty 3261.773086 = -2534049.258293
  nChanged 42
		SP:Iteration 20F (163222.050000 sec): 3 clusters
  Score: Raw -2537342.152590 + Penalty 3261.773086 = -2534080.379504
  nChanged 32
		SP:Iteration 21Q (163222.320000 sec): 3 clusters
  Score: Raw -2537365.657757 + Penalty 3261.773086 = -2534103.884671
  nChanged 26
		SP:Iteration 22Q (163222.620000 sec): 3 clusters
  Score: Raw -2537390.799855 + Penalty 3261.773086 = -2534129.026769
  nChanged 26
		SP:Iteration 23Q (163222.860000 sec): 3 clusters
  Score: Raw -2537412.626959 + Penalty 3261.773086 = -2534150.853873
  nChanged 23
		SP:Iteration 24Q (163223.160000 sec): 3 clusters
  Score: Raw -2537432.501382 + Penalty 3261.773086 = -2534170.728296
  nChanged 20
		SP:Iteration 25Q (163223.410000 sec): 3 clusters
  Score: Raw -2537447.329023 + Penalty 3261.773086 = -2534185.555937
  nChanged 11
		SP:Iteration 26Q (163223.670000 sec): 3 clusters
  Score: Raw -2537455.672780 + Penalty 3261.773086 = -2534193.899694
  nChanged 12
		SP:Iteration 27Q (163223.980000 sec): 3 clusters
  Score: Raw -2537463.565264 + Penalty 3261.773086 = -2534201.792178
  nChanged 4
		SP:Iteration 28Q (163224.240000 sec): 3 clusters
  Score: Raw -2537465.371164 + Penalty 3261.773086 = -2534203.598078
  nChanged 5
		SP:Iteration 29Q (163224.490000 sec): 3 clusters
  Score: Raw -2537468.090740 + Penalty 3261.773086 = -2534206.317654
  nChanged 5
		SP:Iteration 30Q (163224.790000 sec): 3 clusters
  Score: Raw -2537471.773946 + Penalty 3261.773086 = -2534210.000860
  nChanged 6
		SP:Iteration 31Q (163225.070000 sec): 3 clusters
  Score: Raw -2537475.368240 + Penalty 3261.773086 = -2534213.595155
  nChanged 10
		SP:Iteration 32Q (163225.360000 sec): 3 clusters
  Score: Raw -2537481.798958 + Penalty 3261.773086 = -2534220.025872
  nChanged 10
		SP:Iteration 33Q (163225.600000 sec): 3 clusters
  Score: Raw -2537489.625648 + Penalty 3261.773086 = -2534227.852562
  nChanged 9
		SP:Iteration 34Q (163225.900000 sec): 3 clusters
  Score: Raw -2537500.233485 + Penalty 3261.773086 = -2534238.460399
  nChanged 12
		SP:Iteration 35Q (163226.140000 sec): 3 clusters
  Score: Raw -2537509.001167 + Penalty 3261.773086 = -2534247.228081
  nChanged 16
		SP:Iteration 36Q (163226.430000 sec): 3 clusters
  Score: Raw -2537520.924402 + Penalty 3261.773086 = -2534259.151316
  nChanged 13
		SP:Iteration 37Q (163226.680000 sec): 3 clusters
  Score: Raw -2537531.459592 + Penalty 3261.773086 = -2534269.686506
  nChanged 9
		SP:Iteration 38Q (163226.970000 sec): 3 clusters
  Score: Raw -2537536.487644 + Penalty 3261.773086 = -2534274.714558
  nChanged 11
		SP:Iteration 39Q (163227.250000 sec): 3 clusters
  Score: Raw -2537543.268976 + Penalty 3261.773086 = -2534281.495890
  nChanged 5
		SP:Iteration 40F (163227.590000 sec): 3 clusters
  Score: Raw -2537546.845349 + Penalty 3261.773086 = -2534285.072263
  nChanged 5
		SP:Iteration 41Q (163227.880000 sec): 3 clusters
  Score: Raw -2537550.269950 + Penalty 3261.773086 = -2534288.496864
  nChanged 4
		SP:Iteration 42Q (163228.160000 sec): 3 clusters
  Score: Raw -2537553.600250 + Penalty 3261.773086 = -2534291.827164
  nChanged 3
		SP:Iteration 43Q (163228.440000 sec): 3 clusters
  Score: Raw -2537555.485843 + Penalty 3261.773086 = -2534293.712757
  nChanged 3
		SP:Iteration 44Q (163228.700000 sec): 3 clusters
  Score: Raw -2537556.821244 + Penalty 3261.773086 = -2534295.048158
  nChanged 3
		SP:Iteration 45Q (163229.020000 sec): 3 clusters
  Score: Raw -2537558.686525 + Penalty 3261.773086 = -2534296.913439
  nChanged 2
		SP:Iteration 46Q (163229.300000 sec): 3 clusters
  Score: Raw -2537560.503907 + Penalty 3261.773086 = -2534298.730821
  nChanged 3
		SP:Iteration 47Q (163229.600000 sec): 3 clusters
  Score: Raw -2537562.259868 + Penalty 3261.773086 = -2534300.486782
  nChanged 1
		SP:Iteration 48Q (163229.820000 sec): 3 clusters
  Score: Raw -2537562.732300 + Penalty 3261.773086 = -2534300.959214
  nChanged 2
		SP:Iteration 49Q (163230.080000 sec): 3 clusters
  Score: Raw -2537563.232427 + Penalty 3261.773086 = -2534301.459341
  nChanged 2
		SP:Iteration 50Q (163230.360000 sec): 3 clusters
  Score: Raw -2537564.055349 + Penalty 3261.773086 = -2534302.282263
  nChanged 2
		SP:Iteration 51Q (163230.660000 sec): 3 clusters
  Score: Raw -2537566.598750 + Penalty 3261.773086 = -2534304.825664
  nChanged 0
		SP:Iteration 52F (163230.970000 sec): 3 clusters
  Score: Raw -2537566.598750 + Penalty 3261.773086 = -2534304.825664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 72 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163231.050000 sec): 2 clusters
  Score: Raw -99166.790142 + Penalty 1111.066582 = -98055.723559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163231.220000 sec): 3 clusters
  Score: Raw -98903.897001 + Penalty 2222.133165 = -96681.763836
  nChanged 274
		SP:Iteration 1F (163231.390000 sec): 3 clusters
  Score: Raw -99163.547688 + Penalty 2222.133165 = -96941.414523
  nChanged 65
		SP:Iteration 2F (163231.570000 sec): 3 clusters
  Score: Raw -99233.858951 + Penalty 2222.133165 = -97011.725787
  nChanged 29
		SP:Iteration 3Q (163231.790000 sec): 3 clusters
  Score: Raw -99264.616422 + Penalty 2222.133165 = -97042.483258
  nChanged 19
		SP:Iteration 4Q (163231.930000 sec): 3 clusters
  Score: Raw -99283.459988 + Penalty 2222.133165 = -97061.326823
  nChanged 15
		SP:Iteration 5Q (163232.140000 sec): 3 clusters
  Score: Raw -99301.742838 + Penalty 2222.133165 = -97079.609673
  nChanged 10
		SP:Iteration 6Q (163232.280000 sec): 3 clusters
  Score: Raw -99309.291367 + Penalty 2222.133165 = -97087.158202
  nChanged 7
		SP:Iteration 7Q (163232.400000 sec): 3 clusters
  Score: Raw -99315.758775 + Penalty 2222.133165 = -97093.625610
  nChanged 6
		SP:Iteration 8Q (163232.570000 sec): 3 clusters
  Score: Raw -99322.649668 + Penalty 2222.133165 = -97100.516503
  nChanged 2
		SP:Iteration 9Q (163232.770000 sec): 3 clusters
  Score: Raw -99325.397060 + Penalty 2222.133165 = -97103.263895
  nChanged 6
		SP:Iteration 10Q (163232.910000 sec): 3 clusters
  Score: Raw -99330.460969 + Penalty 2222.133165 = -97108.327805
  nChanged 6
		SP:Iteration 11Q (163233.040000 sec): 3 clusters
  Score: Raw -99335.046207 + Penalty 2222.133165 = -97112.913042
  nChanged 4
		SP:Iteration 12Q (163233.200000 sec): 3 clusters
  Score: Raw -99338.000606 + Penalty 2222.133165 = -97115.867442
  nChanged 2
		SP:Iteration 13Q (163233.400000 sec): 3 clusters
  Score: Raw -99339.067646 + Penalty 2222.133165 = -97116.934482
  nChanged 2
		SP:Iteration 14Q (163233.540000 sec): 3 clusters
  Score: Raw -99340.340552 + Penalty 2222.133165 = -97118.207387
  nChanged 1
		SP:Iteration 15Q (163233.770000 sec): 3 clusters
  Score: Raw -99340.727753 + Penalty 2222.133165 = -97118.594588
  nChanged 0
		SP:Iteration 16F (163233.900000 sec): 3 clusters
  Score: Raw -99340.727753 + Penalty 2222.133165 = -97118.594588
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 73 (3475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163234.000000 sec): 2 clusters
  Score: Raw -378921.607485 + Penalty 1324.919336 = -377596.688149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163234.170000 sec): 3 clusters
  Score: Raw -377167.999816 + Penalty 2649.838671 = -374518.161145
  nChanged 1384
		SP:Iteration 1F (163234.360000 sec): 3 clusters
  Score: Raw -377929.384912 + Penalty 2649.838671 = -375279.546240
  nChanged 255
		SP:Iteration 2F (163234.520000 sec): 3 clusters
  Score: Raw -378081.621915 + Penalty 2649.838671 = -375431.783244
  nChanged 210
		SP:Iteration 3F (163234.720000 sec): 3 clusters
  Score: Raw -378215.725002 + Penalty 2649.838671 = -375565.886331
  nChanged 188
		SP:Iteration 4F (163234.910000 sec): 3 clusters
  Score: Raw -378341.560538 + Penalty 2649.838671 = -375691.721867
  nChanged 148
		SP:Iteration 5Q (163235.070000 sec): 3 clusters
  Score: Raw -378437.087187 + Penalty 2649.838671 = -375787.248515
  nChanged 129
		SP:Iteration 6Q (163235.270000 sec): 3 clusters
  Score: Raw -378536.694297 + Penalty 2649.838671 = -375886.855626
  nChanged 133
		SP:Iteration 7Q (163235.460000 sec): 3 clusters
  Score: Raw -378637.683411 + Penalty 2649.838671 = -375987.844740
  nChanged 122
		SP:Iteration 8Q (163235.600000 sec): 3 clusters
  Score: Raw -378737.963593 + Penalty 2649.838671 = -376088.124921
  nChanged 113
		SP:Iteration 9Q (163235.780000 sec): 3 clusters
  Score: Raw -378830.602544 + Penalty 2649.838671 = -376180.763873
  nChanged 92
		SP:Iteration 10Q (163235.950000 sec): 3 clusters
  Score: Raw -378898.900474 + Penalty 2649.838671 = -376249.061802
  nChanged 70
		SP:Iteration 11Q (163236.140000 sec): 3 clusters
  Score: Raw -378948.379986 + Penalty 2649.838671 = -376298.541314
  nChanged 47
		SP:Iteration 12Q (163236.330000 sec): 3 clusters
  Score: Raw -378984.519843 + Penalty 2649.838671 = -376334.681172
  nChanged 33
		SP:Iteration 13Q (163236.570000 sec): 3 clusters
  Score: Raw -379012.603452 + Penalty 2649.838671 = -376362.764780
  nChanged 25
		SP:Iteration 14Q (163236.710000 sec): 3 clusters
  Score: Raw -379029.674115 + Penalty 2649.838671 = -376379.835444
  nChanged 18
		SP:Iteration 15Q (163236.940000 sec): 3 clusters
  Score: Raw -379043.631210 + Penalty 2649.838671 = -376393.792539
  nChanged 22
		SP:Iteration 16Q (163237.130000 sec): 3 clusters
  Score: Raw -379062.052384 + Penalty 2649.838671 = -376412.213712
  nChanged 17
		SP:Iteration 17Q (163237.300000 sec): 3 clusters
  Score: Raw -379073.880374 + Penalty 2649.838671 = -376424.041702
  nChanged 13
		SP:Iteration 18Q (163237.460000 sec): 3 clusters
  Score: Raw -379082.221052 + Penalty 2649.838671 = -376432.382380
  nChanged 11
		SP:Iteration 19Q (163237.660000 sec): 3 clusters
  Score: Raw -379090.543816 + Penalty 2649.838671 = -376440.705145
  nChanged 12
		SP:Iteration 20F (163237.870000 sec): 3 clusters
  Score: Raw -379100.424543 + Penalty 2649.838671 = -376450.585872
  nChanged 11
		SP:Iteration 21Q (163238.040000 sec): 3 clusters
  Score: Raw -379108.613135 + Penalty 2649.838671 = -376458.774464
  nChanged 6
		SP:Iteration 22Q (163238.250000 sec): 3 clusters
  Score: Raw -379112.146088 + Penalty 2649.838671 = -376462.307417
  nChanged 7
		SP:Iteration 23Q (163238.440000 sec): 3 clusters
  Score: Raw -379116.849418 + Penalty 2649.838671 = -376467.010746
  nChanged 5
		SP:Iteration 24Q (163238.570000 sec): 3 clusters
  Score: Raw -379120.104731 + Penalty 2649.838671 = -376470.266060
  nChanged 5
		SP:Iteration 25Q (163238.750000 sec): 3 clusters
  Score: Raw -379123.927171 + Penalty 2649.838671 = -376474.088500
  nChanged 4
		SP:Iteration 26Q (163238.900000 sec): 3 clusters
  Score: Raw -379125.634319 + Penalty 2649.838671 = -376475.795647
  nChanged 1
		SP:Iteration 27Q (163239.040000 sec): 3 clusters
  Score: Raw -379126.363864 + Penalty 2649.838671 = -376476.525193
  nChanged 3
		SP:Iteration 28Q (163239.200000 sec): 3 clusters
  Score: Raw -379128.050915 + Penalty 2649.838671 = -376478.212244
  nChanged 2
		SP:Iteration 29Q (163239.360000 sec): 3 clusters
  Score: Raw -379130.028125 + Penalty 2649.838671 = -376480.189454
  nChanged 2
		SP:Iteration 30Q (163239.530000 sec): 3 clusters
  Score: Raw -379131.620373 + Penalty 2649.838671 = -376481.781702
  nChanged 2
		SP:Iteration 31Q (163239.720000 sec): 3 clusters
  Score: Raw -379133.465570 + Penalty 2649.838671 = -376483.626898
  nChanged 2
		SP:Iteration 32Q (163239.880000 sec): 3 clusters
  Score: Raw -379134.813657 + Penalty 2649.838671 = -376484.974986
  nChanged 2
		SP:Iteration 33Q (163240.100000 sec): 3 clusters
  Score: Raw -379136.571135 + Penalty 2649.838671 = -376486.732463
  nChanged 3
		SP:Iteration 34Q (163240.300000 sec): 3 clusters
  Score: Raw -379138.532942 + Penalty 2649.838671 = -376488.694271
  nChanged 2
		SP:Iteration 35Q (163240.440000 sec): 3 clusters
  Score: Raw -379139.459232 + Penalty 2649.838671 = -376489.620561
  nChanged 2
		SP:Iteration 36Q (163240.600000 sec): 3 clusters
  Score: Raw -379140.263628 + Penalty 2649.838671 = -376490.424956
  nChanged 1
		SP:Iteration 37Q (163240.780000 sec): 3 clusters
  Score: Raw -379141.114496 + Penalty 2649.838671 = -376491.275825
  nChanged 1
		SP:Iteration 38Q (163240.950000 sec): 3 clusters
  Score: Raw -379141.676918 + Penalty 2649.838671 = -376491.838246
  nChanged 2
		SP:Iteration 39Q (163241.140000 sec): 3 clusters
  Score: Raw -379143.972058 + Penalty 2649.838671 = -376494.133387
  nChanged 1
		SP:Iteration 40F (163241.340000 sec): 3 clusters
  Score: Raw -379144.217025 + Penalty 2649.838671 = -376494.378354
  nChanged 1
		SP:Iteration 41Q (163241.500000 sec): 3 clusters
  Score: Raw -379144.841635 + Penalty 2649.838671 = -376495.002964
  nChanged 1
		SP:Iteration 42Q (163241.650000 sec): 3 clusters
  Score: Raw -379145.680901 + Penalty 2649.838671 = -376495.842230
  nChanged 0
		SP:Iteration 43F (163241.870000 sec): 3 clusters
  Score: Raw -379145.680901 + Penalty 2649.838671 = -376495.842230
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 74 (8140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163241.950000 sec): 2 clusters
  Score: Raw -888346.774437 + Penalty 1463.238637 = -886883.535799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163242.130000 sec): 3 clusters
  Score: Raw -883870.810239 + Penalty 2926.477274 = -880944.332965
  nChanged 3414
		SP:Iteration 1F (163242.330000 sec): 3 clusters
  Score: Raw -885708.985331 + Penalty 2926.477274 = -882782.508057
  nChanged 536
		SP:Iteration 2F (163242.540000 sec): 3 clusters
  Score: Raw -885966.297105 + Penalty 2926.477274 = -883039.819831
  nChanged 467
		SP:Iteration 3F (163242.720000 sec): 3 clusters
  Score: Raw -886211.270833 + Penalty 2926.477274 = -883284.793559
  nChanged 429
		SP:Iteration 4F (163242.980000 sec): 3 clusters
  Score: Raw -886453.341702 + Penalty 2926.477274 = -883526.864428
  nChanged 421
		SP:Iteration 5F (163243.170000 sec): 3 clusters
  Score: Raw -886699.691485 + Penalty 2926.477274 = -883773.214211
  nChanged 422
		SP:Iteration 6F (163243.360000 sec): 3 clusters
  Score: Raw -886952.085485 + Penalty 2926.477274 = -884025.608211
  nChanged 406
		SP:Iteration 7Q (163243.550000 sec): 3 clusters
  Score: Raw -887212.622656 + Penalty 2926.477274 = -884286.145382
  nChanged 363
		SP:Iteration 8Q (163243.740000 sec): 3 clusters
  Score: Raw -887465.648156 + Penalty 2926.477274 = -884539.170882
  nChanged 335
		SP:Iteration 9Q (163243.970000 sec): 3 clusters
  Score: Raw -887701.341454 + Penalty 2926.477274 = -884774.864180
  nChanged 305
		SP:Iteration 10Q (163244.080000 sec): 3 clusters
  Score: Raw -887905.650067 + Penalty 2926.477274 = -884979.172793
  nChanged 236
		SP:Iteration 11Q (163244.320000 sec): 3 clusters
  Score: Raw -888077.439350 + Penalty 2926.477274 = -885150.962076
  nChanged 193
		SP:Iteration 12Q (163244.510000 sec): 3 clusters
  Score: Raw -888224.944061 + Penalty 2926.477274 = -885298.466787
  nChanged 136
		SP:Iteration 13Q (163244.690000 sec): 3 clusters
  Score: Raw -888338.398725 + Penalty 2926.477274 = -885411.921450
  nChanged 113
		SP:Iteration 14Q (163244.870000 sec): 3 clusters
  Score: Raw -888438.658028 + Penalty 2926.477274 = -885512.180754
  nChanged 96
		SP:Iteration 15Q (163245.040000 sec): 3 clusters
  Score: Raw -888519.212664 + Penalty 2926.477274 = -885592.735390
  nChanged 70
		SP:Iteration 16Q (163245.220000 sec): 3 clusters
  Score: Raw -888571.183880 + Penalty 2926.477274 = -885644.706606
  nChanged 52
		SP:Iteration 17Q (163245.420000 sec): 3 clusters
  Score: Raw -888604.480098 + Penalty 2926.477274 = -885678.002824
  nChanged 44
		SP:Iteration 18Q (163245.670000 sec): 3 clusters
  Score: Raw -888637.750603 + Penalty 2926.477274 = -885711.273329
  nChanged 28
		SP:Iteration 19Q (163245.800000 sec): 3 clusters
  Score: Raw -888652.939599 + Penalty 2926.477274 = -885726.462325
  nChanged 20
		SP:Iteration 20F (163245.960000 sec): 3 clusters
  Score: Raw -888663.661861 + Penalty 2926.477274 = -885737.184587
  nChanged 18
		SP:Iteration 21Q (163246.100000 sec): 3 clusters
  Score: Raw -888671.510808 + Penalty 2926.477274 = -885745.033534
  nChanged 14
		SP:Iteration 22Q (163246.360000 sec): 3 clusters
  Score: Raw -888680.594815 + Penalty 2926.477274 = -885754.117541
  nChanged 15
		SP:Iteration 23Q (163246.570000 sec): 3 clusters
  Score: Raw -888687.915388 + Penalty 2926.477274 = -885761.438114
  nChanged 11
		SP:Iteration 24Q (163246.700000 sec): 3 clusters
  Score: Raw -888695.460564 + Penalty 2926.477274 = -885768.983289
  nChanged 13
		SP:Iteration 25Q (163246.910000 sec): 3 clusters
  Score: Raw -888702.703651 + Penalty 2926.477274 = -885776.226377
  nChanged 15
		SP:Iteration 26Q (163247.060000 sec): 3 clusters
  Score: Raw -888711.255586 + Penalty 2926.477274 = -885784.778312
  nChanged 9
		SP:Iteration 27Q (163247.230000 sec): 3 clusters
  Score: Raw -888715.403636 + Penalty 2926.477274 = -885788.926362
  nChanged 5
		SP:Iteration 28Q (163247.430000 sec): 3 clusters
  Score: Raw -888717.115638 + Penalty 2926.477274 = -885790.638364
  nChanged 4
		SP:Iteration 29Q (163247.660000 sec): 3 clusters
  Score: Raw -888719.528719 + Penalty 2926.477274 = -885793.051445
  nChanged 6
		SP:Iteration 30Q (163247.820000 sec): 3 clusters
  Score: Raw -888721.944972 + Penalty 2926.477274 = -885795.467697
  nChanged 6
		SP:Iteration 31Q (163248.020000 sec): 3 clusters
  Score: Raw -888724.684494 + Penalty 2926.477274 = -885798.207220
  nChanged 1
		SP:Iteration 32Q (163248.220000 sec): 3 clusters
  Score: Raw -888725.021611 + Penalty 2926.477274 = -885798.544337
  nChanged 1
		SP:Iteration 33Q (163248.440000 sec): 3 clusters
  Score: Raw -888725.777128 + Penalty 2926.477274 = -885799.299853
  nChanged 2
		SP:Iteration 34Q (163248.660000 sec): 3 clusters
  Score: Raw -888726.616079 + Penalty 2926.477274 = -885800.138805
  nChanged 3
		SP:Iteration 35Q (163248.870000 sec): 3 clusters
  Score: Raw -888727.793451 + Penalty 2926.477274 = -885801.316177
  nChanged 0
		SP:Iteration 36F (163249.080000 sec): 3 clusters
  Score: Raw -888727.793451 + Penalty 2926.477274 = -885801.316177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 75 (3857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163249.180000 sec): 2 clusters
  Score: Raw -404468.101068 + Penalty 1341.867306 = -403126.233762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163249.370000 sec): 3 clusters
  Score: Raw -402574.720290 + Penalty 2683.734611 = -399890.985679
  nChanged 1505
		SP:Iteration 1F (163249.540000 sec): 3 clusters
  Score: Raw -403461.710306 + Penalty 2683.734611 = -400777.975694
  nChanged 271
		SP:Iteration 2F (163249.680000 sec): 3 clusters
  Score: Raw -403661.592597 + Penalty 2683.734611 = -400977.857986
  nChanged 231
		SP:Iteration 3F (163249.870000 sec): 3 clusters
  Score: Raw -403850.262287 + Penalty 2683.734611 = -401166.527675
  nChanged 219
		SP:Iteration 4F (163250.030000 sec): 3 clusters
  Score: Raw -404019.400567 + Penalty 2683.734611 = -401335.665955
  nChanged 176
		SP:Iteration 5Q (163250.160000 sec): 3 clusters
  Score: Raw -404147.687600 + Penalty 2683.734611 = -401463.952989
  nChanged 150
		SP:Iteration 6Q (163250.350000 sec): 3 clusters
  Score: Raw -404272.243513 + Penalty 2683.734611 = -401588.508902
  nChanged 155
		SP:Iteration 7Q (163250.540000 sec): 3 clusters
  Score: Raw -404395.587863 + Penalty 2683.734611 = -401711.853252
  nChanged 154
		SP:Iteration 8Q (163250.720000 sec): 3 clusters
  Score: Raw -404535.339893 + Penalty 2683.734611 = -401851.605281
  nChanged 142
		SP:Iteration 9Q (163250.940000 sec): 3 clusters
  Score: Raw -404655.752582 + Penalty 2683.734611 = -401972.017971
  nChanged 118
		SP:Iteration 10Q (163251.080000 sec): 3 clusters
  Score: Raw -404738.529395 + Penalty 2683.734611 = -402054.794783
  nChanged 102
		SP:Iteration 11Q (163251.270000 sec): 3 clusters
  Score: Raw -404817.810510 + Penalty 2683.734611 = -402134.075899
  nChanged 95
		SP:Iteration 12Q (163251.410000 sec): 3 clusters
  Score: Raw -404914.684891 + Penalty 2683.734611 = -402230.950280
  nChanged 95
		SP:Iteration 13Q (163251.530000 sec): 3 clusters
  Score: Raw -404999.363908 + Penalty 2683.734611 = -402315.629296
  nChanged 75
		SP:Iteration 14Q (163251.680000 sec): 3 clusters
  Score: Raw -405055.148764 + Penalty 2683.734611 = -402371.414153
  nChanged 52
		SP:Iteration 15Q (163251.860000 sec): 3 clusters
  Score: Raw -405094.205585 + Penalty 2683.734611 = -402410.470973
  nChanged 49
		SP:Iteration 16Q (163252.050000 sec): 3 clusters
  Score: Raw -405117.091768 + Penalty 2683.734611 = -402433.357157
  nChanged 31
		SP:Iteration 17Q (163252.230000 sec): 3 clusters
  Score: Raw -405129.222000 + Penalty 2683.734611 = -402445.487389
  nChanged 29
		SP:Iteration 18Q (163252.390000 sec): 3 clusters
  Score: Raw -405139.041288 + Penalty 2683.734611 = -402455.306676
  nChanged 14
		SP:Iteration 19Q (163252.570000 sec): 3 clusters
  Score: Raw -405143.964455 + Penalty 2683.734611 = -402460.229844
  nChanged 10
		SP:Iteration 20F (163252.770000 sec): 3 clusters
  Score: Raw -405147.240085 + Penalty 2683.734611 = -402463.505473
  nChanged 8
		SP:Iteration 21Q (163252.930000 sec): 3 clusters
  Score: Raw -405149.082355 + Penalty 2683.734611 = -402465.347743
  nChanged 2
		SP:Iteration 22Q (163253.110000 sec): 3 clusters
  Score: Raw -405149.981865 + Penalty 2683.734611 = -402466.247254
  nChanged 1
		SP:Iteration 23Q (163253.310000 sec): 3 clusters
  Score: Raw -405150.036562 + Penalty 2683.734611 = -402466.301950
  nChanged 0
		SP:Iteration 24F (163253.490000 sec): 3 clusters
  Score: Raw -405150.036562 + Penalty 2683.734611 = -402466.301950
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 76 (48452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163253.790000 sec): 2 clusters
  Score: Raw -5307335.457788 + Penalty 1753.103446 = -5305582.354342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163254.140000 sec): 3 clusters
  Score: Raw -5276692.119117 + Penalty 3506.206891 = -5273185.912226
  nChanged 22722
		SP:Iteration 1F (163254.570000 sec): 3 clusters
  Score: Raw -5289821.493741 + Penalty 3506.206891 = -5286315.286850
  nChanged 2225
		SP:Iteration 2Q (163255.000000 sec): 3 clusters
  Score: Raw -5290653.201832 + Penalty 3506.206891 = -5287146.994941
  nChanged 2304
		SP:Iteration 3Q (163255.420000 sec): 3 clusters
  Score: Raw -5291694.157704 + Penalty 3506.206891 = -5288187.950813
  nChanged 2567
		SP:Iteration 4F (163255.880000 sec): 3 clusters
  Score: Raw -5293122.048608 + Penalty 3506.206891 = -5289615.841716
  nChanged 2962
		SP:Iteration 5F (163256.310000 sec): 3 clusters
  Score: Raw -5294931.282861 + Penalty 3506.206891 = -5291425.075970
  nChanged 2998
		SP:Iteration 6F (163256.700000 sec): 3 clusters
  Score: Raw -5296744.210043 + Penalty 3506.206891 = -5293238.003152
  nChanged 2828
		SP:Iteration 7F (163257.120000 sec): 3 clusters
  Score: Raw -5298366.306988 + Penalty 3506.206891 = -5294860.100097
  nChanged 2405
		SP:Iteration 8Q (163257.530000 sec): 3 clusters
  Score: Raw -5299606.570138 + Penalty 3506.206891 = -5296100.363247
  nChanged 2003
		SP:Iteration 9Q (163257.950000 sec): 3 clusters
  Score: Raw -5300522.140822 + Penalty 3506.206891 = -5297015.933931
  nChanged 1724
		SP:Iteration 10Q (163258.360000 sec): 3 clusters
  Score: Raw -5301262.621952 + Penalty 3506.206891 = -5297756.415061
  nChanged 1444
		SP:Iteration 11Q (163258.780000 sec): 3 clusters
  Score: Raw -5301819.724117 + Penalty 3506.206891 = -5298313.517225
  nChanged 1178
		SP:Iteration 12Q (163259.180000 sec): 3 clusters
  Score: Raw -5302196.893335 + Penalty 3506.206891 = -5298690.686444
  nChanged 934
		SP:Iteration 13Q (163259.650000 sec): 3 clusters
  Score: Raw -5302466.273857 + Penalty 3506.206891 = -5298960.066966
  nChanged 839
		SP:Iteration 14Q (163260.040000 sec): 3 clusters
  Score: Raw -5302704.082556 + Penalty 3506.206891 = -5299197.875664
  nChanged 731
		SP:Iteration 15Q (163260.440000 sec): 3 clusters
  Score: Raw -5302890.184487 + Penalty 3506.206891 = -5299383.977596
  nChanged 623
		SP:Iteration 16Q (163260.940000 sec): 3 clusters
  Score: Raw -5303040.662347 + Penalty 3506.206891 = -5299534.455456
  nChanged 580
		SP:Iteration 17Q (163261.380000 sec): 3 clusters
  Score: Raw -5303175.389362 + Penalty 3506.206891 = -5299669.182471
  nChanged 566
		SP:Iteration 18Q (163261.820000 sec): 3 clusters
  Score: Raw -5303315.771073 + Penalty 3506.206891 = -5299809.564181
  nChanged 550
		SP:Iteration 19Q (163262.220000 sec): 3 clusters
  Score: Raw -5303456.874752 + Penalty 3506.206891 = -5299950.667861
  nChanged 593
		SP:Iteration 20F (163262.640000 sec): 3 clusters
  Score: Raw -5303603.695473 + Penalty 3506.206891 = -5300097.488581
  nChanged 567
		SP:Iteration 21Q (163263.100000 sec): 3 clusters
  Score: Raw -5303752.830581 + Penalty 3506.206891 = -5300246.623690
  nChanged 550
		SP:Iteration 22Q (163263.540000 sec): 3 clusters
  Score: Raw -5303899.097993 + Penalty 3506.206891 = -5300392.891102
  nChanged 550
		SP:Iteration 23Q (163264.000000 sec): 3 clusters
  Score: Raw -5304047.879368 + Penalty 3506.206891 = -5300541.672477
  nChanged 534
		SP:Iteration 24Q (163264.460000 sec): 3 clusters
  Score: Raw -5304188.509471 + Penalty 3506.206891 = -5300682.302579
  nChanged 499
		SP:Iteration 25Q (163264.860000 sec): 3 clusters
  Score: Raw -5304315.818506 + Penalty 3506.206891 = -5300809.611615
  nChanged 525
		SP:Iteration 26Q (163265.300000 sec): 3 clusters
  Score: Raw -5304450.439408 + Penalty 3506.206891 = -5300944.232517
  nChanged 521
		SP:Iteration 27Q (163265.730000 sec): 3 clusters
  Score: Raw -5304580.189333 + Penalty 3506.206891 = -5301073.982442
  nChanged 477
		SP:Iteration 28Q (163266.200000 sec): 3 clusters
  Score: Raw -5304691.066799 + Penalty 3506.206891 = -5301184.859908
  nChanged 459
		SP:Iteration 29Q (163266.610000 sec): 3 clusters
  Score: Raw -5304798.528964 + Penalty 3506.206891 = -5301292.322073
  nChanged 457
		SP:Iteration 30Q (163267.050000 sec): 3 clusters
  Score: Raw -5304907.364347 + Penalty 3506.206891 = -5301401.157456
  nChanged 483
		SP:Iteration 31Q (163267.480000 sec): 3 clusters
  Score: Raw -5305026.437751 + Penalty 3506.206891 = -5301520.230859
  nChanged 472
		SP:Iteration 32Q (163267.860000 sec): 3 clusters
  Score: Raw -5305151.723481 + Penalty 3506.206891 = -5301645.516589
  nChanged 503
		SP:Iteration 33Q (163268.290000 sec): 3 clusters
  Score: Raw -5305296.779511 + Penalty 3506.206891 = -5301790.572620
  nChanged 501
		SP:Iteration 34Q (163268.680000 sec): 3 clusters
  Score: Raw -5305442.444123 + Penalty 3506.206891 = -5301936.237232
  nChanged 499
		SP:Iteration 35Q (163269.060000 sec): 3 clusters
  Score: Raw -5305584.851293 + Penalty 3506.206891 = -5302078.644401
  nChanged 470
		SP:Iteration 36Q (163269.500000 sec): 3 clusters
  Score: Raw -5305727.322870 + Penalty 3506.206891 = -5302221.115978
  nChanged 478
		SP:Iteration 37Q (163269.870000 sec): 3 clusters
  Score: Raw -5305873.900316 + Penalty 3506.206891 = -5302367.693425
  nChanged 458
		SP:Iteration 38Q (163270.280000 sec): 3 clusters
  Score: Raw -5306011.216075 + Penalty 3506.206891 = -5302505.009184
  nChanged 409
		SP:Iteration 39Q (163270.700000 sec): 3 clusters
  Score: Raw -5306126.613976 + Penalty 3506.206891 = -5302620.407084
  nChanged 380
		SP:Iteration 40F (163271.100000 sec): 3 clusters
  Score: Raw -5306235.016799 + Penalty 3506.206891 = -5302728.809908
  nChanged 381
		SP:Iteration 41Q (163271.550000 sec): 3 clusters
  Score: Raw -5306348.485833 + Penalty 3506.206891 = -5302842.278942
  nChanged 355
		SP:Iteration 42Q (163271.950000 sec): 3 clusters
  Score: Raw -5306452.771413 + Penalty 3506.206891 = -5302946.564522
  nChanged 338
		SP:Iteration 43Q (163272.350000 sec): 3 clusters
  Score: Raw -5306553.255268 + Penalty 3506.206891 = -5303047.048376
  nChanged 357
		SP:Iteration 44Q (163272.710000 sec): 3 clusters
  Score: Raw -5306663.503943 + Penalty 3506.206891 = -5303157.297051
  nChanged 318
		SP:Iteration 45Q (163273.110000 sec): 3 clusters
  Score: Raw -5306776.379084 + Penalty 3506.206891 = -5303270.172193
  nChanged 320
		SP:Iteration 46Q (163273.510000 sec): 3 clusters
  Score: Raw -5306892.069521 + Penalty 3506.206891 = -5303385.862629
  nChanged 304
		SP:Iteration 47Q (163273.900000 sec): 3 clusters
  Score: Raw -5307002.301701 + Penalty 3506.206891 = -5303496.094809
  nChanged 302
		SP:Iteration 48Q (163274.320000 sec): 3 clusters
  Score: Raw -5307118.021760 + Penalty 3506.206891 = -5303611.814868
  nChanged 281
		SP:Iteration 49Q (163274.730000 sec): 3 clusters
  Score: Raw -5307225.270138 + Penalty 3506.206891 = -5303719.063247
  nChanged 255
		SP:Iteration 50Q (163275.160000 sec): 3 clusters
  Score: Raw -5307323.575140 + Penalty 3506.206891 = -5303817.368249
  nChanged 231
		SP:Iteration 51Q (163275.540000 sec): 3 clusters
  Score: Raw -5307405.263210 + Penalty 3506.206891 = -5303899.056318
  nChanged 168
		SP:Iteration 52Q (163275.950000 sec): 3 clusters
  Score: Raw -5307459.093412 + Penalty 3506.206891 = -5303952.886521
  nChanged 150
		SP:Iteration 53Q (163276.310000 sec): 3 clusters
  Score: Raw -5307506.067150 + Penalty 3506.206891 = -5303999.860258
  nChanged 140
		SP:Iteration 54Q (163276.690000 sec): 3 clusters
  Score: Raw -5307547.455293 + Penalty 3506.206891 = -5304041.248402
  nChanged 132
		SP:Iteration 55Q (163277.090000 sec): 3 clusters
  Score: Raw -5307588.527349 + Penalty 3506.206891 = -5304082.320458
  nChanged 110
		SP:Iteration 56Q (163277.450000 sec): 3 clusters
  Score: Raw -5307621.599160 + Penalty 3506.206891 = -5304115.392268
  nChanged 97
		SP:Iteration 57Q (163277.900000 sec): 3 clusters
  Score: Raw -5307650.700641 + Penalty 3506.206891 = -5304144.493750
  nChanged 85
		SP:Iteration 58Q (163278.320000 sec): 3 clusters
  Score: Raw -5307679.810909 + Penalty 3506.206891 = -5304173.604018
  nChanged 94
		SP:Iteration 59Q (163278.690000 sec): 3 clusters
  Score: Raw -5307708.412222 + Penalty 3506.206891 = -5304202.205331
  nChanged 81
		SP:Iteration 60F (163279.130000 sec): 3 clusters
  Score: Raw -5307735.147196 + Penalty 3506.206891 = -5304228.940304
  nChanged 76
		SP:Iteration 61Q (163279.500000 sec): 3 clusters
  Score: Raw -5307760.677744 + Penalty 3506.206891 = -5304254.470852
  nChanged 63
		SP:Iteration 62Q (163279.890000 sec): 3 clusters
  Score: Raw -5307778.232158 + Penalty 3506.206891 = -5304272.025267
  nChanged 50
		SP:Iteration 63Q (163280.320000 sec): 3 clusters
  Score: Raw -5307790.544851 + Penalty 3506.206891 = -5304284.337960
  nChanged 43
		SP:Iteration 64Q (163280.710000 sec): 3 clusters
  Score: Raw -5307801.909369 + Penalty 3506.206891 = -5304295.702477
  nChanged 32
		SP:Iteration 65Q (163281.070000 sec): 3 clusters
  Score: Raw -5307808.766825 + Penalty 3506.206891 = -5304302.559933
  nChanged 39
		SP:Iteration 66Q (163281.460000 sec): 3 clusters
  Score: Raw -5307817.316032 + Penalty 3506.206891 = -5304311.109141
  nChanged 28
		SP:Iteration 67Q (163281.850000 sec): 3 clusters
  Score: Raw -5307824.779979 + Penalty 3506.206891 = -5304318.573087
  nChanged 26
		SP:Iteration 68Q (163282.240000 sec): 3 clusters
  Score: Raw -5307830.485618 + Penalty 3506.206891 = -5304324.278727
  nChanged 13
		SP:Iteration 69Q (163282.620000 sec): 3 clusters
  Score: Raw -5307833.158207 + Penalty 3506.206891 = -5304326.951316
  nChanged 9
		SP:Iteration 70Q (163282.990000 sec): 3 clusters
  Score: Raw -5307834.933858 + Penalty 3506.206891 = -5304328.726967
  nChanged 7
		SP:Iteration 71Q (163283.430000 sec): 3 clusters
  Score: Raw -5307835.830317 + Penalty 3506.206891 = -5304329.623426
  nChanged 2
		SP:Iteration 72Q (163283.800000 sec): 3 clusters
  Score: Raw -5307836.361194 + Penalty 3506.206891 = -5304330.154302
  nChanged 2
		SP:Iteration 73Q (163284.180000 sec): 3 clusters
  Score: Raw -5307836.791758 + Penalty 3506.206891 = -5304330.584866
  nChanged 3
		SP:Iteration 74Q (163284.590000 sec): 3 clusters
  Score: Raw -5307837.695460 + Penalty 3506.206891 = -5304331.488568
  nChanged 8
		SP:Iteration 75Q (163284.960000 sec): 3 clusters
  Score: Raw -5307839.499277 + Penalty 3506.206891 = -5304333.292386
  nChanged 7
		SP:Iteration 76Q (163285.370000 sec): 3 clusters
  Score: Raw -5307841.654897 + Penalty 3506.206891 = -5304335.448006
  nChanged 10
		SP:Iteration 77Q (163285.750000 sec): 3 clusters
  Score: Raw -5307843.741469 + Penalty 3506.206891 = -5304337.534578
  nChanged 10
		SP:Iteration 78Q (163286.140000 sec): 3 clusters
  Score: Raw -5307845.948751 + Penalty 3506.206891 = -5304339.741860
  nChanged 11
		SP:Iteration 79Q (163286.480000 sec): 3 clusters
  Score: Raw -5307847.576987 + Penalty 3506.206891 = -5304341.370096
  nChanged 7
		SP:Iteration 80F (163286.880000 sec): 3 clusters
  Score: Raw -5307848.934499 + Penalty 3506.206891 = -5304342.727608
  nChanged 5
		SP:Iteration 81Q (163287.270000 sec): 3 clusters
  Score: Raw -5307850.000136 + Penalty 3506.206891 = -5304343.793245
  nChanged 6
		SP:Iteration 82Q (163287.610000 sec): 3 clusters
  Score: Raw -5307851.510586 + Penalty 3506.206891 = -5304345.303694
  nChanged 11
		SP:Iteration 83Q (163288.020000 sec): 3 clusters
  Score: Raw -5307853.593074 + Penalty 3506.206891 = -5304347.386183
  nChanged 7
		SP:Iteration 84Q (163288.370000 sec): 3 clusters
  Score: Raw -5307855.110994 + Penalty 3506.206891 = -5304348.904103
  nChanged 6
		SP:Iteration 85Q (163288.830000 sec): 3 clusters
  Score: Raw -5307856.051949 + Penalty 3506.206891 = -5304349.845057
  nChanged 5
		SP:Iteration 86Q (163289.200000 sec): 3 clusters
  Score: Raw -5307857.737093 + Penalty 3506.206891 = -5304351.530201
  nChanged 11
		SP:Iteration 87Q (163289.580000 sec): 3 clusters
  Score: Raw -5307860.329707 + Penalty 3506.206891 = -5304354.122815
  nChanged 10
		SP:Iteration 88Q (163289.960000 sec): 3 clusters
  Score: Raw -5307863.053393 + Penalty 3506.206891 = -5304356.846502
  nChanged 11
		SP:Iteration 89Q (163290.350000 sec): 3 clusters
  Score: Raw -5307865.881303 + Penalty 3506.206891 = -5304359.674412
  nChanged 12
		SP:Iteration 90Q (163290.720000 sec): 3 clusters
  Score: Raw -5307868.195877 + Penalty 3506.206891 = -5304361.988985
  nChanged 7
		SP:Iteration 91Q (163291.170000 sec): 3 clusters
  Score: Raw -5307869.801928 + Penalty 3506.206891 = -5304363.595037
  nChanged 7
		SP:Iteration 92Q (163291.550000 sec): 3 clusters
  Score: Raw -5307871.014927 + Penalty 3506.206891 = -5304364.808036
  nChanged 10
		SP:Iteration 93Q (163291.890000 sec): 3 clusters
  Score: Raw -5307873.289616 + Penalty 3506.206891 = -5304367.082725
  nChanged 11
		SP:Iteration 94Q (163292.230000 sec): 3 clusters
  Score: Raw -5307875.854406 + Penalty 3506.206891 = -5304369.647515
  nChanged 9
		SP:Iteration 95Q (163292.570000 sec): 3 clusters
  Score: Raw -5307877.888749 + Penalty 3506.206891 = -5304371.681858
  nChanged 8
		SP:Iteration 96Q (163292.910000 sec): 3 clusters
  Score: Raw -5307879.366527 + Penalty 3506.206891 = -5304373.159636
  nChanged 5
		SP:Iteration 97Q (163293.270000 sec): 3 clusters
  Score: Raw -5307880.476780 + Penalty 3506.206891 = -5304374.269888
  nChanged 2
		SP:Iteration 98Q (163293.600000 sec): 3 clusters
  Score: Raw -5307880.725459 + Penalty 3506.206891 = -5304374.518568
  nChanged 0
		SP:Iteration 99F (163293.990000 sec): 3 clusters
  Score: Raw -5307880.725459 + Penalty 3506.206891 = -5304374.518568
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 77 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163294.090000 sec): 2 clusters
  Score: Raw -22302.209588 + Penalty 874.233320 = -21427.976268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163294.280000 sec): 3 clusters
  Score: Raw -22405.017529 + Penalty 1748.466640 = -20656.550889
  nChanged 27
		SP:Iteration 1F (163294.460000 sec): 3 clusters
  Score: Raw -22500.362438 + Penalty 1748.466640 = -20751.895798
  nChanged 5
		SP:Iteration 2Q (163294.610000 sec): 3 clusters
  Score: Raw -22516.307874 + Penalty 1748.466640 = -20767.841235
  nChanged 1
		SP:Iteration 3Q (163294.830000 sec): 3 clusters
  Score: Raw -22521.153739 + Penalty 1748.466640 = -20772.687099
  nChanged 2
		SP:Iteration 4Q (163294.970000 sec): 3 clusters
  Score: Raw -22526.338403 + Penalty 1748.466640 = -20777.871763
  nChanged 0
		SP:Iteration 5F (163295.170000 sec): 3 clusters
  Score: Raw -22526.338403 + Penalty 1748.466640 = -20777.871763
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 78 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163295.240000 sec): 2 clusters
  Score: Raw -354409.034385 + Penalty 1320.847153 = -353088.187232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163295.430000 sec): 3 clusters
  Score: Raw -352805.297758 + Penalty 2641.694306 = -350163.603452
  nChanged 1261
		SP:Iteration 1F (163295.590000 sec): 3 clusters
  Score: Raw -353631.924956 + Penalty 2641.694306 = -350990.230650
  nChanged 296
		SP:Iteration 2F (163295.770000 sec): 3 clusters
  Score: Raw -353872.903051 + Penalty 2641.694306 = -351231.208745
  nChanged 242
		SP:Iteration 3F (163295.920000 sec): 3 clusters
  Score: Raw -354087.741697 + Penalty 2641.694306 = -351446.047391
  nChanged 193
		SP:Iteration 4F (163296.120000 sec): 3 clusters
  Score: Raw -354271.977006 + Penalty 2641.694306 = -351630.282700
  nChanged 176
		SP:Iteration 5F (163296.260000 sec): 3 clusters
  Score: Raw -354438.618713 + Penalty 2641.694306 = -351796.924407
  nChanged 165
		SP:Iteration 6Q (163296.450000 sec): 3 clusters
  Score: Raw -354591.656619 + Penalty 2641.694306 = -351949.962313
  nChanged 141
		SP:Iteration 7Q (163296.640000 sec): 3 clusters
  Score: Raw -354708.509064 + Penalty 2641.694306 = -352066.814758
  nChanged 116
		SP:Iteration 8Q (163296.790000 sec): 3 clusters
  Score: Raw -354808.638398 + Penalty 2641.694306 = -352166.944093
  nChanged 92
		SP:Iteration 9Q (163296.980000 sec): 3 clusters
  Score: Raw -354890.340051 + Penalty 2641.694306 = -352248.645745
  nChanged 91
		SP:Iteration 10Q (163297.190000 sec): 3 clusters
  Score: Raw -354955.100830 + Penalty 2641.694306 = -352313.406524
  nChanged 76
		SP:Iteration 11Q (163297.370000 sec): 3 clusters
  Score: Raw -354999.562631 + Penalty 2641.694306 = -352357.868325
  nChanged 58
		SP:Iteration 12Q (163297.540000 sec): 3 clusters
  Score: Raw -355033.743570 + Penalty 2641.694306 = -352392.049265
  nChanged 45
		SP:Iteration 13Q (163297.750000 sec): 3 clusters
  Score: Raw -355059.717495 + Penalty 2641.694306 = -352418.023189
  nChanged 35
		SP:Iteration 14Q (163297.910000 sec): 3 clusters
  Score: Raw -355078.931162 + Penalty 2641.694306 = -352437.236856
  nChanged 26
		SP:Iteration 15Q (163298.090000 sec): 3 clusters
  Score: Raw -355095.654211 + Penalty 2641.694306 = -352453.959905
  nChanged 25
		SP:Iteration 16Q (163298.260000 sec): 3 clusters
  Score: Raw -355111.948203 + Penalty 2641.694306 = -352470.253897
  nChanged 19
		SP:Iteration 17Q (163298.440000 sec): 3 clusters
  Score: Raw -355120.031166 + Penalty 2641.694306 = -352478.336860
  nChanged 14
		SP:Iteration 18Q (163298.620000 sec): 3 clusters
  Score: Raw -355124.450803 + Penalty 2641.694306 = -352482.756497
  nChanged 9
		SP:Iteration 19Q (163298.810000 sec): 3 clusters
  Score: Raw -355127.860999 + Penalty 2641.694306 = -352486.166694
  nChanged 13
		SP:Iteration 20F (163299.000000 sec): 3 clusters
  Score: Raw -355132.545725 + Penalty 2641.694306 = -352490.851419
  nChanged 7
		SP:Iteration 21Q (163299.170000 sec): 3 clusters
  Score: Raw -355134.966189 + Penalty 2641.694306 = -352493.271883
  nChanged 5
		SP:Iteration 22Q (163299.350000 sec): 3 clusters
  Score: Raw -355136.861920 + Penalty 2641.694306 = -352495.167614
  nChanged 5
		SP:Iteration 23Q (163299.560000 sec): 3 clusters
  Score: Raw -355138.314818 + Penalty 2641.694306 = -352496.620513
  nChanged 4
		SP:Iteration 24Q (163299.720000 sec): 3 clusters
  Score: Raw -355139.528732 + Penalty 2641.694306 = -352497.834426
  nChanged 4
		SP:Iteration 25Q (163299.870000 sec): 3 clusters
  Score: Raw -355140.664354 + Penalty 2641.694306 = -352498.970049
  nChanged 3
		SP:Iteration 26Q (163300.050000 sec): 3 clusters
  Score: Raw -355142.611689 + Penalty 2641.694306 = -352500.917383
  nChanged 3
		SP:Iteration 27Q (163300.230000 sec): 3 clusters
  Score: Raw -355144.059228 + Penalty 2641.694306 = -352502.364922
  nChanged 2
		SP:Iteration 28Q (163300.360000 sec): 3 clusters
  Score: Raw -355144.257106 + Penalty 2641.694306 = -352502.562800
  nChanged 1
		SP:Iteration 29Q (163300.540000 sec): 3 clusters
  Score: Raw -355144.458112 + Penalty 2641.694306 = -352502.763806
  nChanged 1
		SP:Iteration 30Q (163300.740000 sec): 3 clusters
  Score: Raw -355144.575291 + Penalty 2641.694306 = -352502.880985
  nChanged 0
		SP:Iteration 31F (163300.930000 sec): 3 clusters
  Score: Raw -355144.575291 + Penalty 2641.694306 = -352502.880985
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 79 (2231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163301.020000 sec): 2 clusters
  Score: Raw -214555.636298 + Penalty 1252.908344 = -213302.727953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163301.180000 sec): 3 clusters
  Score: Raw -213617.307038 + Penalty 2505.816688 = -211111.490350
  nChanged 809
		SP:Iteration 1F (163301.370000 sec): 3 clusters
  Score: Raw -214208.849597 + Penalty 2505.816688 = -211703.032909
  nChanged 217
		SP:Iteration 2F (163301.540000 sec): 3 clusters
  Score: Raw -214451.941568 + Penalty 2505.816688 = -211946.124880
  nChanged 151
		SP:Iteration 3F (163301.700000 sec): 3 clusters
  Score: Raw -214613.453320 + Penalty 2505.816688 = -212107.636632
  nChanged 128
		SP:Iteration 4F (163301.830000 sec): 3 clusters
  Score: Raw -214742.841816 + Penalty 2505.816688 = -212237.025128
  nChanged 96
		SP:Iteration 5Q (163302.010000 sec): 3 clusters
  Score: Raw -214853.083693 + Penalty 2505.816688 = -212347.267005
  nChanged 89
		SP:Iteration 6Q (163302.200000 sec): 3 clusters
  Score: Raw -214937.182430 + Penalty 2505.816688 = -212431.365742
  nChanged 66
		SP:Iteration 7Q (163302.370000 sec): 3 clusters
  Score: Raw -214999.064236 + Penalty 2505.816688 = -212493.247547
  nChanged 47
		SP:Iteration 8Q (163302.500000 sec): 3 clusters
  Score: Raw -215037.401501 + Penalty 2505.816688 = -212531.584813
  nChanged 40
		SP:Iteration 9Q (163302.680000 sec): 3 clusters
  Score: Raw -215061.644329 + Penalty 2505.816688 = -212555.827641
  nChanged 21
		SP:Iteration 10Q (163302.840000 sec): 3 clusters
  Score: Raw -215076.724881 + Penalty 2505.816688 = -212570.908193
  nChanged 24
		SP:Iteration 11Q (163303.010000 sec): 3 clusters
  Score: Raw -215099.721450 + Penalty 2505.816688 = -212593.904761
  nChanged 24
		SP:Iteration 12Q (163303.190000 sec): 3 clusters
  Score: Raw -215119.793788 + Penalty 2505.816688 = -212613.977100
  nChanged 21
		SP:Iteration 13Q (163303.370000 sec): 3 clusters
  Score: Raw -215138.522629 + Penalty 2505.816688 = -212632.705941
  nChanged 25
		SP:Iteration 14Q (163303.580000 sec): 3 clusters
  Score: Raw -215162.617783 + Penalty 2505.816688 = -212656.801095
  nChanged 21
		SP:Iteration 15Q (163303.790000 sec): 3 clusters
  Score: Raw -215174.659880 + Penalty 2505.816688 = -212668.843192
  nChanged 16
		SP:Iteration 16Q (163303.970000 sec): 3 clusters
  Score: Raw -215191.837733 + Penalty 2505.816688 = -212686.021044
  nChanged 8
		SP:Iteration 17Q (163304.110000 sec): 3 clusters
  Score: Raw -215195.492116 + Penalty 2505.816688 = -212689.675428
  nChanged 11
		SP:Iteration 18Q (163304.300000 sec): 3 clusters
  Score: Raw -215201.300527 + Penalty 2505.816688 = -212695.483839
  nChanged 7
		SP:Iteration 19Q (163304.440000 sec): 3 clusters
  Score: Raw -215204.354417 + Penalty 2505.816688 = -212698.537728
  nChanged 4
		SP:Iteration 20F (163304.650000 sec): 3 clusters
  Score: Raw -215206.317069 + Penalty 2505.816688 = -212700.500381
  nChanged 5
		SP:Iteration 21Q (163304.790000 sec): 3 clusters
  Score: Raw -215208.134980 + Penalty 2505.816688 = -212702.318292
  nChanged 2
		SP:Iteration 22Q (163304.950000 sec): 3 clusters
  Score: Raw -215208.598156 + Penalty 2505.816688 = -212702.781468
  nChanged 1
		SP:Iteration 23Q (163305.080000 sec): 3 clusters
  Score: Raw -215208.819114 + Penalty 2505.816688 = -212703.002426
  nChanged 2
		SP:Iteration 24Q (163305.220000 sec): 3 clusters
  Score: Raw -215209.776838 + Penalty 2505.816688 = -212703.960149
  nChanged 2
		SP:Iteration 25Q (163305.420000 sec): 3 clusters
  Score: Raw -215210.325437 + Penalty 2505.816688 = -212704.508749
  nChanged 0
		SP:Iteration 26F (163305.600000 sec): 3 clusters
  Score: Raw -215210.325437 + Penalty 2505.816688 = -212704.508749
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 80 (4109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163305.710000 sec): 2 clusters
  Score: Raw -463751.972241 + Penalty 1352.151932 = -462399.820308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163305.930000 sec): 3 clusters
  Score: Raw -461653.685375 + Penalty 2704.303865 = -458949.381510
  nChanged 1621
		SP:Iteration 1F (163306.090000 sec): 3 clusters
  Score: Raw -462514.579852 + Penalty 2704.303865 = -459810.275987
  nChanged 293
		SP:Iteration 2F (163306.260000 sec): 3 clusters
  Score: Raw -462661.701274 + Penalty 2704.303865 = -459957.397409
  nChanged 204
		SP:Iteration 3Q (163306.410000 sec): 3 clusters
  Score: Raw -462766.097625 + Penalty 2704.303865 = -460061.793760
  nChanged 177
		SP:Iteration 4Q (163306.600000 sec): 3 clusters
  Score: Raw -462835.583660 + Penalty 2704.303865 = -460131.279795
  nChanged 114
		SP:Iteration 5Q (163306.750000 sec): 3 clusters
  Score: Raw -462881.709325 + Penalty 2704.303865 = -460177.405460
  nChanged 86
		SP:Iteration 6Q (163306.920000 sec): 3 clusters
  Score: Raw -462918.021838 + Penalty 2704.303865 = -460213.717973
  nChanged 81
		SP:Iteration 7Q (163307.110000 sec): 3 clusters
  Score: Raw -462952.518827 + Penalty 2704.303865 = -460248.214962
  nChanged 72
		SP:Iteration 8Q (163307.330000 sec): 3 clusters
  Score: Raw -462976.365163 + Penalty 2704.303865 = -460272.061298
  nChanged 55
		SP:Iteration 9Q (163307.530000 sec): 3 clusters
  Score: Raw -462997.037581 + Penalty 2704.303865 = -460292.733716
  nChanged 61
		SP:Iteration 10Q (163307.740000 sec): 3 clusters
  Score: Raw -463018.333999 + Penalty 2704.303865 = -460314.030135
  nChanged 48
		SP:Iteration 11Q (163307.900000 sec): 3 clusters
  Score: Raw -463034.621469 + Penalty 2704.303865 = -460330.317604
  nChanged 49
		SP:Iteration 12Q (163308.070000 sec): 3 clusters
  Score: Raw -463053.917877 + Penalty 2704.303865 = -460349.614012
  nChanged 55
		SP:Iteration 13Q (163308.240000 sec): 3 clusters
  Score: Raw -463078.647867 + Penalty 2704.303865 = -460374.344002
  nChanged 72
		SP:Iteration 14Q (163308.450000 sec): 3 clusters
  Score: Raw -463111.531979 + Penalty 2704.303865 = -460407.228114
  nChanged 68
		SP:Iteration 15Q (163308.660000 sec): 3 clusters
  Score: Raw -463139.175676 + Penalty 2704.303865 = -460434.871811
  nChanged 74
		SP:Iteration 16Q (163308.850000 sec): 3 clusters
  Score: Raw -463172.185150 + Penalty 2704.303865 = -460467.881285
  nChanged 78
		SP:Iteration 17Q (163309.040000 sec): 3 clusters
  Score: Raw -463208.463458 + Penalty 2704.303865 = -460504.159593
  nChanged 69
		SP:Iteration 18Q (163309.200000 sec): 3 clusters
  Score: Raw -463251.686249 + Penalty 2704.303865 = -460547.382384
  nChanged 79
		SP:Iteration 19Q (163309.410000 sec): 3 clusters
  Score: Raw -463292.341608 + Penalty 2704.303865 = -460588.037743
  nChanged 71
		SP:Iteration 20F (163309.590000 sec): 3 clusters
  Score: Raw -463325.619967 + Penalty 2704.303865 = -460621.316103
  nChanged 69
		SP:Iteration 21Q (163309.820000 sec): 3 clusters
  Score: Raw -463356.076036 + Penalty 2704.303865 = -460651.772171
  nChanged 76
		SP:Iteration 22Q (163309.980000 sec): 3 clusters
  Score: Raw -463393.020552 + Penalty 2704.303865 = -460688.716687
  nChanged 74
		SP:Iteration 23Q (163310.190000 sec): 3 clusters
  Score: Raw -463429.949815 + Penalty 2704.303865 = -460725.645950
  nChanged 66
		SP:Iteration 24Q (163310.350000 sec): 3 clusters
  Score: Raw -463462.406275 + Penalty 2704.303865 = -460758.102411
  nChanged 74
		SP:Iteration 25Q (163310.530000 sec): 3 clusters
  Score: Raw -463505.557120 + Penalty 2704.303865 = -460801.253255
  nChanged 68
		SP:Iteration 26Q (163310.710000 sec): 3 clusters
  Score: Raw -463540.697230 + Penalty 2704.303865 = -460836.393366
  nChanged 63
		SP:Iteration 27Q (163310.870000 sec): 3 clusters
  Score: Raw -463577.063079 + Penalty 2704.303865 = -460872.759214
  nChanged 59
		SP:Iteration 28Q (163311.020000 sec): 3 clusters
  Score: Raw -463608.150589 + Penalty 2704.303865 = -460903.846725
  nChanged 46
		SP:Iteration 29Q (163311.190000 sec): 3 clusters
  Score: Raw -463632.719002 + Penalty 2704.303865 = -460928.415137
  nChanged 44
		SP:Iteration 30Q (163311.370000 sec): 3 clusters
  Score: Raw -463653.472941 + Penalty 2704.303865 = -460949.169076
  nChanged 38
		SP:Iteration 31Q (163311.550000 sec): 3 clusters
  Score: Raw -463671.863668 + Penalty 2704.303865 = -460967.559803
  nChanged 33
		SP:Iteration 32Q (163311.730000 sec): 3 clusters
  Score: Raw -463689.963708 + Penalty 2704.303865 = -460985.659843
  nChanged 32
		SP:Iteration 33Q (163311.930000 sec): 3 clusters
  Score: Raw -463708.594339 + Penalty 2704.303865 = -461004.290474
  nChanged 23
		SP:Iteration 34Q (163312.140000 sec): 3 clusters
  Score: Raw -463725.176031 + Penalty 2704.303865 = -461020.872166
  nChanged 22
		SP:Iteration 35Q (163312.340000 sec): 3 clusters
  Score: Raw -463738.890934 + Penalty 2704.303865 = -461034.587069
  nChanged 24
		SP:Iteration 36Q (163312.500000 sec): 3 clusters
  Score: Raw -463757.795319 + Penalty 2704.303865 = -461053.491454
  nChanged 25
		SP:Iteration 37Q (163312.700000 sec): 3 clusters
  Score: Raw -463781.261577 + Penalty 2704.303865 = -461076.957712
  nChanged 29
		SP:Iteration 38Q (163312.870000 sec): 3 clusters
  Score: Raw -463803.970528 + Penalty 2704.303865 = -461099.666663
  nChanged 21
		SP:Iteration 39Q (163313.080000 sec): 3 clusters
  Score: Raw -463818.054532 + Penalty 2704.303865 = -461113.750667
  nChanged 17
		SP:Iteration 40F (163313.240000 sec): 3 clusters
  Score: Raw -463831.055346 + Penalty 2704.303865 = -461126.751481
  nChanged 19
		SP:Iteration 41Q (163313.460000 sec): 3 clusters
  Score: Raw -463847.961184 + Penalty 2704.303865 = -461143.657319
  nChanged 16
		SP:Iteration 42Q (163313.660000 sec): 3 clusters
  Score: Raw -463857.060934 + Penalty 2704.303865 = -461152.757069
  nChanged 10
		SP:Iteration 43Q (163313.870000 sec): 3 clusters
  Score: Raw -463863.125998 + Penalty 2704.303865 = -461158.822133
  nChanged 3
		SP:Iteration 44Q (163314.010000 sec): 3 clusters
  Score: Raw -463867.715981 + Penalty 2704.303865 = -461163.412116
  nChanged 5
		SP:Iteration 45Q (163314.180000 sec): 3 clusters
  Score: Raw -463870.418940 + Penalty 2704.303865 = -461166.115075
  nChanged 2
		SP:Iteration 46Q (163314.350000 sec): 3 clusters
  Score: Raw -463871.261188 + Penalty 2704.303865 = -461166.957323
  nChanged 2
		SP:Iteration 47Q (163314.530000 sec): 3 clusters
  Score: Raw -463872.327997 + Penalty 2704.303865 = -461168.024132
  nChanged 1
		SP:Iteration 48Q (163314.700000 sec): 3 clusters
  Score: Raw -463873.573684 + Penalty 2704.303865 = -461169.269819
  nChanged 2
		SP:Iteration 49Q (163314.900000 sec): 3 clusters
  Score: Raw -463875.409946 + Penalty 2704.303865 = -461171.106081
  nChanged 1
		SP:Iteration 50Q (163315.060000 sec): 3 clusters
  Score: Raw -463876.207779 + Penalty 2704.303865 = -461171.903914
  nChanged 2
		SP:Iteration 51Q (163315.240000 sec): 3 clusters
  Score: Raw -463876.821969 + Penalty 2704.303865 = -461172.518104
  nChanged 3
		SP:Iteration 52Q (163315.420000 sec): 3 clusters
  Score: Raw -463878.549552 + Penalty 2704.303865 = -461174.245688
  nChanged 3
		SP:Iteration 53Q (163315.600000 sec): 3 clusters
  Score: Raw -463880.285525 + Penalty 2704.303865 = -461175.981660
  nChanged 2
		SP:Iteration 54Q (163315.780000 sec): 3 clusters
  Score: Raw -463881.985283 + Penalty 2704.303865 = -461177.681418
  nChanged 2
		SP:Iteration 55Q (163315.960000 sec): 3 clusters
  Score: Raw -463882.889576 + Penalty 2704.303865 = -461178.585711
  nChanged 3
		SP:Iteration 56Q (163316.130000 sec): 3 clusters
  Score: Raw -463883.406953 + Penalty 2704.303865 = -461179.103088
  nChanged 0
		SP:Iteration 57F (163316.300000 sec): 3 clusters
  Score: Raw -463883.406953 + Penalty 2704.303865 = -461179.103088
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 81 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163316.460000 sec): 2 clusters
  Score: Raw -346942.103107 + Penalty 1313.390366 = -345628.712741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163316.580000 sec): 3 clusters
  Score: Raw -345380.622258 + Penalty 2626.780733 = -342753.841525
  nChanged 1240
		SP:Iteration 1F (163316.700000 sec): 3 clusters
  Score: Raw -346084.081844 + Penalty 2626.780733 = -343457.301111
  nChanged 252
		SP:Iteration 2F (163316.830000 sec): 3 clusters
  Score: Raw -346242.252099 + Penalty 2626.780733 = -343615.471367
  nChanged 171
		SP:Iteration 3F (163316.990000 sec): 3 clusters
  Score: Raw -346342.987692 + Penalty 2626.780733 = -343716.206959
  nChanged 121
		SP:Iteration 4Q (163317.150000 sec): 3 clusters
  Score: Raw -346408.598674 + Penalty 2626.780733 = -343781.817942
  nChanged 114
		SP:Iteration 5Q (163317.360000 sec): 3 clusters
  Score: Raw -346483.043622 + Penalty 2626.780733 = -343856.262890
  nChanged 117
		SP:Iteration 6Q (163317.490000 sec): 3 clusters
  Score: Raw -346552.597070 + Penalty 2626.780733 = -343925.816338
  nChanged 120
		SP:Iteration 7Q (163317.700000 sec): 3 clusters
  Score: Raw -346627.889925 + Penalty 2626.780733 = -344001.109192
  nChanged 119
		SP:Iteration 8Q (163317.840000 sec): 3 clusters
  Score: Raw -346698.796537 + Penalty 2626.780733 = -344072.015805
  nChanged 100
		SP:Iteration 9Q (163318.010000 sec): 3 clusters
  Score: Raw -346777.220553 + Penalty 2626.780733 = -344150.439821
  nChanged 105
		SP:Iteration 10Q (163318.230000 sec): 3 clusters
  Score: Raw -346860.749112 + Penalty 2626.780733 = -344233.968379
  nChanged 105
		SP:Iteration 11Q (163318.400000 sec): 3 clusters
  Score: Raw -346945.380230 + Penalty 2626.780733 = -344318.599497
  nChanged 99
		SP:Iteration 12Q (163318.550000 sec): 3 clusters
  Score: Raw -347017.322584 + Penalty 2626.780733 = -344390.541851
  nChanged 85
		SP:Iteration 13Q (163318.710000 sec): 3 clusters
  Score: Raw -347071.185554 + Penalty 2626.780733 = -344444.404822
  nChanged 78
		SP:Iteration 14Q (163318.940000 sec): 3 clusters
  Score: Raw -347123.151896 + Penalty 2626.780733 = -344496.371164
  nChanged 69
		SP:Iteration 15Q (163319.120000 sec): 3 clusters
  Score: Raw -347167.965769 + Penalty 2626.780733 = -344541.185037
  nChanged 60
		SP:Iteration 16Q (163319.310000 sec): 3 clusters
  Score: Raw -347197.912273 + Penalty 2626.780733 = -344571.131541
  nChanged 39
		SP:Iteration 17Q (163319.470000 sec): 3 clusters
  Score: Raw -347215.785870 + Penalty 2626.780733 = -344589.005138
  nChanged 32
		SP:Iteration 18Q (163319.640000 sec): 3 clusters
  Score: Raw -347226.451934 + Penalty 2626.780733 = -344599.671202
  nChanged 11
		SP:Iteration 19Q (163319.850000 sec): 3 clusters
  Score: Raw -347231.084084 + Penalty 2626.780733 = -344604.303352
  nChanged 16
		SP:Iteration 20F (163319.990000 sec): 3 clusters
  Score: Raw -347237.322071 + Penalty 2626.780733 = -344610.541339
  nChanged 8
		SP:Iteration 21Q (163320.160000 sec): 3 clusters
  Score: Raw -347239.442397 + Penalty 2626.780733 = -344612.661664
  nChanged 6
		SP:Iteration 22Q (163320.340000 sec): 3 clusters
  Score: Raw -347241.950265 + Penalty 2626.780733 = -344615.169532
  nChanged 6
		SP:Iteration 23Q (163320.510000 sec): 3 clusters
  Score: Raw -347244.369081 + Penalty 2626.780733 = -344617.588349
  nChanged 4
		SP:Iteration 24Q (163320.670000 sec): 3 clusters
  Score: Raw -347246.307966 + Penalty 2626.780733 = -344619.527234
  nChanged 5
		SP:Iteration 25Q (163320.820000 sec): 3 clusters
  Score: Raw -347248.013704 + Penalty 2626.780733 = -344621.232971
  nChanged 4
		SP:Iteration 26Q (163321.030000 sec): 3 clusters
  Score: Raw -347248.718330 + Penalty 2626.780733 = -344621.937597
  nChanged 6
		SP:Iteration 27Q (163321.170000 sec): 3 clusters
  Score: Raw -347250.988298 + Penalty 2626.780733 = -344624.207565
  nChanged 9
		SP:Iteration 28Q (163321.390000 sec): 3 clusters
  Score: Raw -347254.490726 + Penalty 2626.780733 = -344627.709993
  nChanged 7
		SP:Iteration 29Q (163321.590000 sec): 3 clusters
  Score: Raw -347257.200321 + Penalty 2626.780733 = -344630.419589
  nChanged 7
		SP:Iteration 30Q (163321.750000 sec): 3 clusters
  Score: Raw -347259.372776 + Penalty 2626.780733 = -344632.592043
  nChanged 8
		SP:Iteration 31Q (163321.870000 sec): 3 clusters
  Score: Raw -347262.641426 + Penalty 2626.780733 = -344635.860693
  nChanged 7
		SP:Iteration 32Q (163322.000000 sec): 3 clusters
  Score: Raw -347264.978561 + Penalty 2626.780733 = -344638.197829
  nChanged 6
		SP:Iteration 33Q (163322.170000 sec): 3 clusters
  Score: Raw -347268.135609 + Penalty 2626.780733 = -344641.354876
  nChanged 6
		SP:Iteration 34Q (163322.310000 sec): 3 clusters
  Score: Raw -347270.987941 + Penalty 2626.780733 = -344644.207209
  nChanged 3
		SP:Iteration 35Q (163322.470000 sec): 3 clusters
  Score: Raw -347272.132426 + Penalty 2626.780733 = -344645.351693
  nChanged 1
		SP:Iteration 36Q (163322.610000 sec): 3 clusters
  Score: Raw -347272.864003 + Penalty 2626.780733 = -344646.083270
  nChanged 5
		SP:Iteration 37Q (163322.710000 sec): 3 clusters
  Score: Raw -347274.501798 + Penalty 2626.780733 = -344647.721065
  nChanged 9
		SP:Iteration 38Q (163322.870000 sec): 3 clusters
  Score: Raw -347277.714335 + Penalty 2626.780733 = -344650.933602
  nChanged 10
		SP:Iteration 39Q (163323.010000 sec): 3 clusters
  Score: Raw -347279.779446 + Penalty 2626.780733 = -344652.998714
  nChanged 4
		SP:Iteration 40F (163323.100000 sec): 3 clusters
  Score: Raw -347280.863655 + Penalty 2626.780733 = -344654.082923
  nChanged 3
		SP:Iteration 41Q (163323.220000 sec): 3 clusters
  Score: Raw -347281.625403 + Penalty 2626.780733 = -344654.844670
  nChanged 2
		SP:Iteration 42Q (163323.370000 sec): 3 clusters
  Score: Raw -347281.944559 + Penalty 2626.780733 = -344655.163827
  nChanged 2
		SP:Iteration 43Q (163323.510000 sec): 3 clusters
  Score: Raw -347282.380722 + Penalty 2626.780733 = -344655.599989
  nChanged 3
		SP:Iteration 44Q (163323.620000 sec): 3 clusters
  Score: Raw -347283.562569 + Penalty 2626.780733 = -344656.781837
  nChanged 4
		SP:Iteration 45Q (163323.720000 sec): 3 clusters
  Score: Raw -347284.886574 + Penalty 2626.780733 = -344658.105841
  nChanged 5
		SP:Iteration 46Q (163323.860000 sec): 3 clusters
  Score: Raw -347286.525706 + Penalty 2626.780733 = -344659.744973
  nChanged 2
		SP:Iteration 47Q (163324.000000 sec): 3 clusters
  Score: Raw -347287.119577 + Penalty 2626.780733 = -344660.338845
  nChanged 3
		SP:Iteration 48Q (163324.140000 sec): 3 clusters
  Score: Raw -347288.486058 + Penalty 2626.780733 = -344661.705325
  nChanged 6
		SP:Iteration 49Q (163324.250000 sec): 3 clusters
  Score: Raw -347290.134245 + Penalty 2626.780733 = -344663.353512
  nChanged 3
		SP:Iteration 50Q (163324.400000 sec): 3 clusters
  Score: Raw -347290.721779 + Penalty 2626.780733 = -344663.941046
  nChanged 2
		SP:Iteration 51Q (163324.530000 sec): 3 clusters
  Score: Raw -347291.330662 + Penalty 2626.780733 = -344664.549929
  nChanged 1
		SP:Iteration 52Q (163324.690000 sec): 3 clusters
  Score: Raw -347291.951965 + Penalty 2626.780733 = -344665.171233
  nChanged 2
		SP:Iteration 53Q (163324.870000 sec): 3 clusters
  Score: Raw -347292.683028 + Penalty 2626.780733 = -344665.902295
  nChanged 0
		SP:Iteration 54F (163325.030000 sec): 3 clusters
  Score: Raw -347292.683028 + Penalty 2626.780733 = -344665.902295
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 82 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163325.190000 sec): 2 clusters
  Score: Raw -258595.178617 + Penalty 1271.277425 = -257323.901192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163325.370000 sec): 3 clusters
  Score: Raw -257501.769970 + Penalty 2542.554849 = -254959.215121
  nChanged 889
		SP:Iteration 1F (163325.540000 sec): 3 clusters
  Score: Raw -258138.603998 + Penalty 2542.554849 = -255596.049149
  nChanged 222
		SP:Iteration 2F (163325.710000 sec): 3 clusters
  Score: Raw -258307.874406 + Penalty 2542.554849 = -255765.319557
  nChanged 136
		SP:Iteration 3F (163325.900000 sec): 3 clusters
  Score: Raw -258407.934084 + Penalty 2542.554849 = -255865.379234
  nChanged 102
		SP:Iteration 4Q (163326.030000 sec): 3 clusters
  Score: Raw -258486.577514 + Penalty 2542.554849 = -255944.022664
  nChanged 85
		SP:Iteration 5Q (163326.230000 sec): 3 clusters
  Score: Raw -258551.153904 + Penalty 2542.554849 = -256008.599054
  nChanged 80
		SP:Iteration 6Q (163326.360000 sec): 3 clusters
  Score: Raw -258603.448835 + Penalty 2542.554849 = -256060.893985
  nChanged 64
		SP:Iteration 7Q (163326.520000 sec): 3 clusters
  Score: Raw -258651.106796 + Penalty 2542.554849 = -256108.551947
  nChanged 61
		SP:Iteration 8Q (163326.730000 sec): 3 clusters
  Score: Raw -258688.625567 + Penalty 2542.554849 = -256146.070718
  nChanged 51
		SP:Iteration 9Q (163326.890000 sec): 3 clusters
  Score: Raw -258720.652805 + Penalty 2542.554849 = -256178.097955
  nChanged 58
		SP:Iteration 10Q (163327.050000 sec): 3 clusters
  Score: Raw -258768.626062 + Penalty 2542.554849 = -256226.071212
  nChanged 55
		SP:Iteration 11Q (163327.230000 sec): 3 clusters
  Score: Raw -258814.579281 + Penalty 2542.554849 = -256272.024432
  nChanged 55
		SP:Iteration 12Q (163327.360000 sec): 3 clusters
  Score: Raw -258854.791453 + Penalty 2542.554849 = -256312.236604
  nChanged 48
		SP:Iteration 13Q (163327.510000 sec): 3 clusters
  Score: Raw -258892.142291 + Penalty 2542.554849 = -256349.587441
  nChanged 54
		SP:Iteration 14Q (163327.690000 sec): 3 clusters
  Score: Raw -258936.813939 + Penalty 2542.554849 = -256394.259089
  nChanged 55
		SP:Iteration 15Q (163327.810000 sec): 3 clusters
  Score: Raw -258987.998807 + Penalty 2542.554849 = -256445.443958
  nChanged 61
		SP:Iteration 16Q (163327.990000 sec): 3 clusters
  Score: Raw -259043.869761 + Penalty 2542.554849 = -256501.314912
  nChanged 57
		SP:Iteration 17Q (163328.140000 sec): 3 clusters
  Score: Raw -259093.783594 + Penalty 2542.554849 = -256551.228745
  nChanged 52
		SP:Iteration 18Q (163328.300000 sec): 3 clusters
  Score: Raw -259151.446973 + Penalty 2542.554849 = -256608.892123
  nChanged 52
		SP:Iteration 19Q (163328.530000 sec): 3 clusters
  Score: Raw -259196.244054 + Penalty 2542.554849 = -256653.689205
  nChanged 31
		SP:Iteration 20F (163328.670000 sec): 3 clusters
  Score: Raw -259225.221797 + Penalty 2542.554849 = -256682.666947
  nChanged 39
		SP:Iteration 21Q (163328.870000 sec): 3 clusters
  Score: Raw -259262.427730 + Penalty 2542.554849 = -256719.872881
  nChanged 31
		SP:Iteration 22Q (163329.060000 sec): 3 clusters
  Score: Raw -259287.286867 + Penalty 2542.554849 = -256744.732018
  nChanged 29
		SP:Iteration 23Q (163329.260000 sec): 3 clusters
  Score: Raw -259313.813539 + Penalty 2542.554849 = -256771.258689
  nChanged 30
		SP:Iteration 24Q (163329.420000 sec): 3 clusters
  Score: Raw -259347.043443 + Penalty 2542.554849 = -256804.488594
  nChanged 27
		SP:Iteration 25Q (163329.600000 sec): 3 clusters
  Score: Raw -259375.188134 + Penalty 2542.554849 = -256832.633285
  nChanged 18
		SP:Iteration 26Q (163329.760000 sec): 3 clusters
  Score: Raw -259390.992224 + Penalty 2542.554849 = -256848.437375
  nChanged 14
		SP:Iteration 27Q (163329.960000 sec): 3 clusters
  Score: Raw -259410.553550 + Penalty 2542.554849 = -256867.998701
  nChanged 16
		SP:Iteration 28Q (163330.160000 sec): 3 clusters
  Score: Raw -259425.278899 + Penalty 2542.554849 = -256882.724050
  nChanged 16
		SP:Iteration 29Q (163330.350000 sec): 3 clusters
  Score: Raw -259454.897663 + Penalty 2542.554849 = -256912.342814
  nChanged 14
		SP:Iteration 30Q (163330.490000 sec): 3 clusters
  Score: Raw -259483.912545 + Penalty 2542.554849 = -256941.357695
  nChanged 18
		SP:Iteration 31Q (163330.650000 sec): 3 clusters
  Score: Raw -259520.103225 + Penalty 2542.554849 = -256977.548375
  nChanged 19
		SP:Iteration 32Q (163330.810000 sec): 3 clusters
  Score: Raw -259547.906154 + Penalty 2542.554849 = -257005.351304
  nChanged 14
		SP:Iteration 33Q (163330.970000 sec): 3 clusters
  Score: Raw -259575.129800 + Penalty 2542.554849 = -257032.574950
  nChanged 9
		SP:Iteration 34Q (163331.130000 sec): 3 clusters
  Score: Raw -259583.907043 + Penalty 2542.554849 = -257041.352193
  nChanged 2
		SP:Iteration 35Q (163331.320000 sec): 3 clusters
  Score: Raw -259586.062271 + Penalty 2542.554849 = -257043.507422
  nChanged 1
		SP:Iteration 36Q (163331.470000 sec): 3 clusters
  Score: Raw -259587.664775 + Penalty 2542.554849 = -257045.109926
  nChanged 3
		SP:Iteration 37Q (163331.610000 sec): 3 clusters
  Score: Raw -259592.052812 + Penalty 2542.554849 = -257049.497962
  nChanged 5
		SP:Iteration 38Q (163331.770000 sec): 3 clusters
  Score: Raw -259596.118136 + Penalty 2542.554849 = -257053.563286
  nChanged 3
		SP:Iteration 39Q (163331.920000 sec): 3 clusters
  Score: Raw -259599.777056 + Penalty 2542.554849 = -257057.222207
  nChanged 2
		SP:Iteration 40F (163332.080000 sec): 3 clusters
  Score: Raw -259602.228077 + Penalty 2542.554849 = -257059.673228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.05 GB.

 Trying to split cluster 83 (2400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (163332.160000 sec): 2 clusters
  Score: Raw -225598.189422 + Penalty 1264.773903 = -224333.415519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (163332.320000 sec): 3 clusters
  Score: Raw -224514.092282 + Penalty 2529.547805 = -221984.544476
  nChanged 888
		SP:Iteration 1F (163332.500000 sec): 3 clusters
  Score: Raw -225221.347363 + Penalty 2529.547805 = -222691.799558
  nChanged 241
		SP:Iteration 2F (163332.670000 sec): 3 clusters
  Score: Raw -225461.889580 + Penalty 2529.547805 = -222932.341775
  nChanged 142
		SP:Iteration 3F (163332.850000 sec): 3 clusters
  Score: Raw -225611.097338 + Penalty 2529.547805 = -223081.549532
  nChanged 124
		SP:Iteration 4F (163333.020000 sec): 3 clusters
  Score: Raw -225754.443377 + Penalty 2529.547805 = -223224.895571
  nChanged 110
		SP:Iteration 5Q (163333.230000 sec): 3 clusters
  Score: Raw -225868.713346 + Penalty 2529.547805 = -223339.165541
  nChanged 100
		SP:Iteration 6Q (163333.390000 sec): 3 clusters
  Score: Raw -225969.857403 + Penalty 2529.547805 = -223440.309598
  nChanged 75
		SP:Iteration 7Q (163333.590000 sec): 3 clusters
  Score: Raw -226038.847220 + Penalty 2529.547805 = -223509.299414
  nChanged 71
		SP:Iteration 8Q (163333.810000 sec): 3 clusters
  Score: Raw -226106.489552 + Penalty 2529.547805 = -223576.941747
  nChanged 63
		SP:Iteration 9Q (163334.000000 sec): 3 clusters
  Score: Raw -226157.392568 + Penalty 2529.547805 = -223627.844763
  nChanged 47
		SP:Iteration 10Q (163334.160000 sec): 3 clusters
  Score: Raw -226189.723964 + Penalty 2529.547805 = -223660.176159
  nChanged 38
		SP:Iteration 11Q (163334.310000 sec): 3 clusters
  Score: Raw -226213.601124 + Penalty 2529.547805 = -223684.053318
  nChanged 24
		SP:Iteration 12Q (163334.500000 sec): 3 clusters
  Score: Raw -226226.995831 + Penalty 2529.547805 = -223697.448025
  nChanged 15
		SP:Iteration 13Q (163334.670000 sec): 3 clusters
  Score: Raw -226233.739435 + Penalty 2529.547805 = -223704.191630
  nChanged 16
		SP:Iteration 14Q (163334.850000 sec): 3 clusters
  Score: Raw -226240.241626 + Penalty 2529.547805 = -223710.693821
  nChanged 10
		SP:Iteration 15Q (163334.990000 sec): 3 clusters
  Score: Raw -226245.703153 + Penalty 2529.547805 = -223716.155348
  nChanged 6
		SP:Iteration 16Q (163335.170000 sec): 3 clusters
  Score: Raw -226248.084786 + Penalty 2529.547805 = -223718.536981
  nChanged 8
		SP:Iteration 17Q (163335.330000 sec): 3 clusters
  Score: Raw -226250.134443 + Penalty 2529.547805 = -223720.586638
  nChanged 2
		SP:Iteration 18Q (163335.520000 sec): 3 clusters
  Score: Raw -226250.519060 + Penalty 2529.547805 = -223720.971254
  nChanged 0
		SP:Iteration 19F (163335.710000 sec): 3 clusters
  Score: Raw -226250.519060 + Penalty 2529.547805 = -223720.971254
  nChanged 0
------ Evaluating fit on full set of 3773768 points ------
  Score: Raw -402268912.687428 + Penalty 204249.096345 = -402064663.591082
Time taken for this iteration:72911.340000 seconds.
 21->84 Clusters: Score -402064663.591082, best is -402097938.918640

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 83652 (time per iteration =400.811554 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1884404488320.000000 (time per metric unit =17.792724ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 45225707719680.000000 (time per metric unit=741.363481ps)

That took 33528.688116 seconds.
